warning: commands will be executed using /bin/sh
job 2476 at Tue Mar 25 22:48:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse20-140317/YutaMouse20-140317/YutaMouse20-140317
ElecNo	5
MinClusters	20
MaxClusters	25
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 4255994 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1418664 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74791 members 
Mstep: Class 2 contains 74342 members 
Mstep: Class 3 contains 74789 members 
Mstep: Class 4 contains 74565 members 
Mstep: Class 5 contains 75005 members 
Mstep: Class 6 contains 74428 members 
Mstep: Class 7 contains 75127 members 
Mstep: Class 8 contains 74445 members 
Mstep: Class 9 contains 74662 members 
Mstep: Class 10 contains 74523 members 
Mstep: Class 11 contains 74490 members 
Mstep: Class 12 contains 74515 members 
Mstep: Class 13 contains 75172 members 
Mstep: Class 14 contains 74639 members 
Mstep: Class 15 contains 74404 members 
Mstep: Class 16 contains 75198 members 
Mstep: Class 17 contains 74461 members 
Mstep: Class 18 contains 74710 members 
Mstep: Class 19 contains 74398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 9. Lose 870.356140 but Gain 3512.976562
Score: -153064032.000000 Penalty: 63233.570312
Iteration 0F: 19 clusters Score -1.53064e+08 nChanged 1339664
Entering Unmasked Mstep 
Mstep: Class 0 contains 6955 members 
Mstep: Class 1 contains 23795 members 
Mstep: Class 2 contains 28899 members 
Mstep: Class 3 contains 219130 members 
Mstep: Class 4 contains 57471 members 
Mstep: Class 5 contains 57709 members 
Mstep: Class 6 contains 16036 members 
Mstep: Class 7 contains 156646 members 
Mstep: Class 8 contains 19296 members 
Mstep: Class 10 contains 23865 members 
Mstep: Class 11 contains 24002 members 
Mstep: Class 12 contains 35368 members 
Mstep: Class 13 contains 25672 members 
Mstep: Class 14 contains 288763 members 
Mstep: Class 15 contains 183830 members 
Mstep: Class 16 contains 62175 members 
Mstep: Class 17 contains 121819 members 
Mstep: Class 18 contains 38737 members 
Mstep: Class 19 contains 28496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159297408.000000 Penalty: 63233.570312
Iteration 1F: 19 clusters Score -1.592974e+08 nChanged 507678
Entering Unmasked Mstep 
Mstep: Class 0 contains 2949 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 14605 members 
Mstep: Class 3 contains 277621 members 
Mstep: Class 4 contains 45351 members 
Mstep: Class 5 contains 21399 members 
Mstep: Class 6 contains 4512 members 
Mstep: Class 7 contains 168382 members 
Mstep: Class 8 contains 7440 members 
Mstep: Class 10 contains 25363 members 
Mstep: Class 11 contains 12549 members 
Mstep: Class 12 contains 33286 members 
Mstep: Class 13 contains 46319 members 
Mstep: Class 14 contains 417352 members 
Mstep: Class 15 contains 149044 members 
Mstep: Class 16 contains 39682 members 
Mstep: Class 17 contains 106269 members 
Mstep: Class 18 contains 24702 members 
Mstep: Class 19 contains 11681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 3147.979248 but Gain 3512.976562
Score: -160026336.000000 Penalty: 59720.593750
Iteration 2F: 18 clusters Score -1.600263e+08 nChanged 328847
Entering Unmasked Mstep 
Mstep: Class 0 contains 2173 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 19246 members 
Mstep: Class 3 contains 339517 members 
Mstep: Class 4 contains 38125 members 
Mstep: Class 5 contains 12689 members 
Mstep: Class 7 contains 185451 members 
Mstep: Class 8 contains 6234 members 
Mstep: Class 10 contains 39063 members 
Mstep: Class 11 contains 9622 members 
Mstep: Class 12 contains 38554 members 
Mstep: Class 13 contains 39698 members 
Mstep: Class 14 contains 391695 members 
Mstep: Class 15 contains 136125 members 
Mstep: Class 16 contains 31048 members 
Mstep: Class 17 contains 89281 members 
Mstep: Class 18 contains 20522 members 
Mstep: Class 19 contains 8520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160261104.000000 Penalty: 59720.593750
Iteration 3F: 18 clusters Score -1.602611e+08 nChanged 229819
Entering Unmasked Mstep 
Mstep: Class 0 contains 2081 members 
Mstep: Class 1 contains 11434 members 
Mstep: Class 2 contains 24809 members 
Mstep: Class 3 contains 365871 members 
Mstep: Class 4 contains 36764 members 
Mstep: Class 5 contains 7784 members 
Mstep: Class 7 contains 222426 members 
Mstep: Class 8 contains 4334 members 
Mstep: Class 10 contains 48973 members 
Mstep: Class 11 contains 7281 members 
Mstep: Class 12 contains 40002 members 
Mstep: Class 13 contains 33647 members 
Mstep: Class 14 contains 357112 members 
Mstep: Class 15 contains 126247 members 
Mstep: Class 16 contains 27468 members 
Mstep: Class 17 contains 75826 members 
Mstep: Class 18 contains 19536 members 
Mstep: Class 19 contains 7069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160406944.000000 Penalty: 59720.593750
Iteration 4F: 18 clusters Score -1.604069e+08 nChanged 189294
Entering Unmasked Mstep 
Mstep: Class 0 contains 2036 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 28236 members 
Mstep: Class 3 contains 325958 members 
Mstep: Class 4 contains 37059 members 
Mstep: Class 5 contains 4630 members 
Mstep: Class 7 contains 277357 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 10 contains 53642 members 
Mstep: Class 11 contains 6463 members 
Mstep: Class 12 contains 38828 members 
Mstep: Class 13 contains 30558 members 
Mstep: Class 14 contains 363719 members 
Mstep: Class 15 contains 118865 members 
Mstep: Class 16 contains 25874 members 
Mstep: Class 17 contains 65590 members 
Mstep: Class 18 contains 19688 members 
Mstep: Class 19 contains 6017 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160581056.000000 Penalty: 59720.593750
Iteration 5F: 18 clusters Score -1.605811e+08 nChanged 151263
Entering Unmasked Mstep 
Mstep: Class 0 contains 2021 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 29685 members 
Mstep: Class 3 contains 316750 members 
Mstep: Class 4 contains 37651 members 
Mstep: Class 5 contains 3144 members 
Mstep: Class 7 contains 329203 members 
Mstep: Class 8 contains 1719 members 
Mstep: Class 10 contains 54692 members 
Mstep: Class 11 contains 7008 members 
Mstep: Class 12 contains 37847 members 
Mstep: Class 13 contains 28866 members 
Mstep: Class 14 contains 343809 members 
Mstep: Class 15 contains 109734 members 
Mstep: Class 16 contains 24826 members 
Mstep: Class 17 contains 54503 members 
Mstep: Class 18 contains 20269 members 
Mstep: Class 19 contains 5165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160707712.000000 Penalty: 59720.593750
Iteration 6F: 18 clusters Score -1.607077e+08 nChanged 136270
Entering Unmasked Mstep 
Mstep: Class 0 contains 2020 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 30007 members 
Mstep: Class 3 contains 296044 members 
Mstep: Class 4 contains 38710 members 
Mstep: Class 5 contains 2850 members 
Mstep: Class 7 contains 379900 members 
Mstep: Class 8 contains 1328 members 
Mstep: Class 10 contains 53276 members 
Mstep: Class 11 contains 8503 members 
Mstep: Class 12 contains 38053 members 
Mstep: Class 13 contains 27671 members 
Mstep: Class 14 contains 331105 members 
Mstep: Class 15 contains 101624 members 
Mstep: Class 16 contains 23705 members 
Mstep: Class 17 contains 45603 members 
Mstep: Class 18 contains 21556 members 
Mstep: Class 19 contains 4474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160768384.000000 Penalty: 59720.593750
Iteration 7F: 18 clusters Score -1.607684e+08 nChanged 129504
Entering Unmasked Mstep 
Mstep: Class 0 contains 2017 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 29919 members 
Mstep: Class 3 contains 289225 members 
Mstep: Class 4 contains 40243 members 
Mstep: Class 5 contains 2982 members 
Mstep: Class 7 contains 403847 members 
Mstep: Class 8 contains 1156 members 
Mstep: Class 10 contains 51023 members 
Mstep: Class 11 contains 10439 members 
Mstep: Class 12 contains 40228 members 
Mstep: Class 13 contains 26613 members 
Mstep: Class 14 contains 323529 members 
Mstep: Class 15 contains 96399 members 
Mstep: Class 16 contains 22348 members 
Mstep: Class 17 contains 39255 members 
Mstep: Class 18 contains 22713 members 
Mstep: Class 19 contains 3881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160787584.000000 Penalty: 59720.593750
Iteration 8F: 18 clusters Score -1.607876e+08 nChanged 101997
Entering Unmasked Mstep 
Mstep: Class 0 contains 2014 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 29938 members 
Mstep: Class 3 contains 295004 members 
Mstep: Class 4 contains 42471 members 
Mstep: Class 5 contains 3176 members 
Mstep: Class 7 contains 406740 members 
Mstep: Class 8 contains 1016 members 
Mstep: Class 10 contains 48648 members 
Mstep: Class 11 contains 12690 members 
Mstep: Class 12 contains 42505 members 
Mstep: Class 13 contains 25543 members 
Mstep: Class 14 contains 318619 members 
Mstep: Class 15 contains 93263 members 
Mstep: Class 16 contains 20915 members 
Mstep: Class 17 contains 35103 members 
Mstep: Class 18 contains 24037 members 
Mstep: Class 19 contains 3522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160818080.000000 Penalty: 59720.593750
Iteration 9F: 18 clusters Score -1.608181e+08 nChanged 80761
Entering Unmasked Mstep 
Mstep: Class 0 contains 2013 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 30034 members 
Mstep: Class 3 contains 305184 members 
Mstep: Class 4 contains 45065 members 
Mstep: Class 5 contains 3353 members 
Mstep: Class 7 contains 402357 members 
Mstep: Class 8 contains 925 members 
Mstep: Class 10 contains 46217 members 
Mstep: Class 11 contains 15227 members 
Mstep: Class 12 contains 44185 members 
Mstep: Class 13 contains 24456 members 
Mstep: Class 14 contains 314753 members 
Mstep: Class 15 contains 89946 members 
Mstep: Class 16 contains 19560 members 
Mstep: Class 17 contains 32625 members 
Mstep: Class 18 contains 25482 members 
Mstep: Class 19 contains 3371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160841936.000000 Penalty: 59720.593750
Iteration 10F: 18 clusters Score -1.608419e+08 nChanged 64453
Entering Unmasked Mstep 
Mstep: Class 0 contains 2012 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 30112 members 
Mstep: Class 3 contains 315362 members 
Mstep: Class 4 contains 48588 members 
Mstep: Class 5 contains 3460 members 
Mstep: Class 7 contains 395804 members 
Mstep: Class 8 contains 895 members 
Mstep: Class 10 contains 43809 members 
Mstep: Class 11 contains 17904 members 
Mstep: Class 12 contains 45304 members 
Mstep: Class 13 contains 23399 members 
Mstep: Class 14 contains 310028 members 
Mstep: Class 15 contains 86726 members 
Mstep: Class 16 contains 18405 members 
Mstep: Class 17 contains 31932 members 
Mstep: Class 18 contains 27148 members 
Mstep: Class 19 contains 3483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160860544.000000 Penalty: 59720.593750
Iteration 11Q: 18 clusters Score -1.608605e+08 nChanged 56416
Entering Unmasked Mstep 
Mstep: Class 0 contains 2012 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 30244 members 
Mstep: Class 3 contains 321459 members 
Mstep: Class 4 contains 52518 members 
Mstep: Class 5 contains 3564 members 
Mstep: Class 7 contains 389848 members 
Mstep: Class 8 contains 879 members 
Mstep: Class 10 contains 41532 members 
Mstep: Class 11 contains 20619 members 
Mstep: Class 12 contains 46008 members 
Mstep: Class 13 contains 22303 members 
Mstep: Class 14 contains 307055 members 
Mstep: Class 15 contains 83368 members 
Mstep: Class 16 contains 17517 members 
Mstep: Class 17 contains 32322 members 
Mstep: Class 18 contains 28960 members 
Mstep: Class 19 contains 3768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160878944.000000 Penalty: 59720.593750
Iteration 12Q: 18 clusters Score -1.608789e+08 nChanged 49627
Entering Unmasked Mstep 
Mstep: Class 0 contains 2012 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 30405 members 
Mstep: Class 3 contains 322454 members 
Mstep: Class 4 contains 56636 members 
Mstep: Class 5 contains 3618 members 
Mstep: Class 7 contains 385521 members 
Mstep: Class 8 contains 881 members 
Mstep: Class 10 contains 39443 members 
Mstep: Class 11 contains 23273 members 
Mstep: Class 12 contains 46506 members 
Mstep: Class 13 contains 21193 members 
Mstep: Class 14 contains 306848 members 
Mstep: Class 15 contains 79589 members 
Mstep: Class 16 contains 16913 members 
Mstep: Class 17 contains 33254 members 
Mstep: Class 18 contains 30840 members 
Mstep: Class 19 contains 4210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160897008.000000 Penalty: 59720.593750
Iteration 13Q: 18 clusters Score -1.60897e+08 nChanged 42597
Entering Unmasked Mstep 
Mstep: Class 0 contains 2012 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 30585 members 
Mstep: Class 3 contains 320109 members 
Mstep: Class 4 contains 60939 members 
Mstep: Class 5 contains 3680 members 
Mstep: Class 7 contains 382499 members 
Mstep: Class 8 contains 880 members 
Mstep: Class 10 contains 37753 members 
Mstep: Class 11 contains 25610 members 
Mstep: Class 12 contains 46907 members 
Mstep: Class 13 contains 20061 members 
Mstep: Class 14 contains 308190 members 
Mstep: Class 15 contains 75296 members 
Mstep: Class 16 contains 16752 members 
Mstep: Class 17 contains 34622 members 
Mstep: Class 18 contains 32566 members 
Mstep: Class 19 contains 4708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160913216.000000 Penalty: 59720.593750
Iteration 14Q: 18 clusters Score -1.609132e+08 nChanged 37354
Entering Unmasked Mstep 
Mstep: Class 0 contains 2012 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 30610 members 
Mstep: Class 3 contains 316751 members 
Mstep: Class 4 contains 65442 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 7 contains 380027 members 
Mstep: Class 8 contains 882 members 
Mstep: Class 10 contains 36517 members 
Mstep: Class 11 contains 27659 members 
Mstep: Class 12 contains 47219 members 
Mstep: Class 13 contains 18949 members 
Mstep: Class 14 contains 309764 members 
Mstep: Class 15 contains 70659 members 
Mstep: Class 16 contains 16927 members 
Mstep: Class 17 contains 36171 members 
Mstep: Class 18 contains 34267 members 
Mstep: Class 19 contains 5209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160928000.000000 Penalty: 59720.593750
Iteration 15Q: 18 clusters Score -1.60928e+08 nChanged 34111
Entering Unmasked Mstep 
Mstep: Class 0 contains 2012 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 30547 members 
Mstep: Class 3 contains 313686 members 
Mstep: Class 4 contains 70167 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 7 contains 377664 members 
Mstep: Class 8 contains 882 members 
Mstep: Class 10 contains 35617 members 
Mstep: Class 11 contains 29245 members 
Mstep: Class 12 contains 47499 members 
Mstep: Class 13 contains 17946 members 
Mstep: Class 14 contains 310488 members 
Mstep: Class 15 contains 65968 members 
Mstep: Class 16 contains 17515 members 
Mstep: Class 17 contains 37942 members 
Mstep: Class 18 contains 35892 members 
Mstep: Class 19 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160944432.000000 Penalty: 59720.593750
Iteration 16Q: 18 clusters Score -1.609444e+08 nChanged 31715
Entering Unmasked Mstep 
Mstep: Class 0 contains 2012 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 30428 members 
Mstep: Class 3 contains 311886 members 
Mstep: Class 4 contains 75052 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 7 contains 374756 members 
Mstep: Class 8 contains 876 members 
Mstep: Class 10 contains 34944 members 
Mstep: Class 11 contains 30544 members 
Mstep: Class 12 contains 47741 members 
Mstep: Class 13 contains 17107 members 
Mstep: Class 14 contains 310464 members 
Mstep: Class 15 contains 61131 members 
Mstep: Class 16 contains 18294 members 
Mstep: Class 17 contains 39807 members 
Mstep: Class 18 contains 37424 members 
Mstep: Class 19 contains 5986 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160958560.000000 Penalty: 59720.593750
Iteration 17Q: 18 clusters Score -1.609586e+08 nChanged 29709
Entering Unmasked Mstep 
Mstep: Class 0 contains 2012 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 30268 members 
Mstep: Class 3 contains 310646 members 
Mstep: Class 4 contains 80040 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 7 contains 371904 members 
Mstep: Class 8 contains 869 members 
Mstep: Class 10 contains 34385 members 
Mstep: Class 11 contains 31441 members 
Mstep: Class 12 contains 47902 members 
Mstep: Class 13 contains 16491 members 
Mstep: Class 14 contains 309646 members 
Mstep: Class 15 contains 56370 members 
Mstep: Class 16 contains 19371 members 
Mstep: Class 17 contains 41698 members 
Mstep: Class 18 contains 38939 members 
Mstep: Class 19 contains 6220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160972496.000000 Penalty: 59720.593750
Iteration 18Q: 18 clusters Score -1.609725e+08 nChanged 27794
Entering Unmasked Mstep 
Mstep: Class 0 contains 2012 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 30058 members 
Mstep: Class 3 contains 309800 members 
Mstep: Class 4 contains 85098 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 7 contains 368974 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 10 contains 33851 members 
Mstep: Class 11 contains 32095 members 
Mstep: Class 12 contains 47984 members 
Mstep: Class 13 contains 16107 members 
Mstep: Class 14 contains 308612 members 
Mstep: Class 15 contains 51772 members 
Mstep: Class 16 contains 20638 members 
Mstep: Class 17 contains 43313 members 
Mstep: Class 18 contains 40403 members 
Mstep: Class 19 contains 6385 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160985568.000000 Penalty: 59720.593750
Iteration 19Q: 18 clusters Score -1.609856e+08 nChanged 26233
Entering Unmasked Mstep 
Mstep: Class 0 contains 2012 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 29820 members 
Mstep: Class 3 contains 308911 members 
Mstep: Class 4 contains 90064 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 7 contains 366105 members 
Mstep: Class 8 contains 865 members 
Mstep: Class 10 contains 33365 members 
Mstep: Class 11 contains 32543 members 
Mstep: Class 12 contains 47995 members 
Mstep: Class 13 contains 15878 members 
Mstep: Class 14 contains 307788 members 
Mstep: Class 15 contains 47319 members 
Mstep: Class 16 contains 21981 members 
Mstep: Class 17 contains 44745 members 
Mstep: Class 18 contains 41856 members 
Mstep: Class 19 contains 6501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160998464.000000 Penalty: 59720.593750
Iteration 20F: 18 clusters Score -1.609985e+08 nChanged 25799
Entering Unmasked Mstep 
Mstep: Class 0 contains 2009 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 29435 members 
Mstep: Class 3 contains 307896 members 
Mstep: Class 4 contains 95050 members 
Mstep: Class 5 contains 3757 members 
Mstep: Class 7 contains 363212 members 
Mstep: Class 8 contains 890 members 
Mstep: Class 10 contains 33345 members 
Mstep: Class 11 contains 32908 members 
Mstep: Class 12 contains 47912 members 
Mstep: Class 13 contains 15073 members 
Mstep: Class 14 contains 307028 members 
Mstep: Class 15 contains 43217 members 
Mstep: Class 16 contains 23331 members 
Mstep: Class 17 contains 46037 members 
Mstep: Class 18 contains 43281 members 
Mstep: Class 19 contains 6906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161009616.000000 Penalty: 59720.593750
Iteration 21Q: 18 clusters Score -1.610096e+08 nChanged 24747
Entering Unmasked Mstep 
Mstep: Class 0 contains 2006 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 29026 members 
Mstep: Class 3 contains 306898 members 
Mstep: Class 4 contains 100092 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 7 contains 360291 members 
Mstep: Class 8 contains 903 members 
Mstep: Class 10 contains 33219 members 
Mstep: Class 11 contains 33301 members 
Mstep: Class 12 contains 47738 members 
Mstep: Class 13 contains 14424 members 
Mstep: Class 14 contains 305979 members 
Mstep: Class 15 contains 39662 members 
Mstep: Class 16 contains 24738 members 
Mstep: Class 17 contains 47205 members 
Mstep: Class 18 contains 44660 members 
Mstep: Class 19 contains 7162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161020112.000000 Penalty: 59720.593750
Iteration 22Q: 18 clusters Score -1.610201e+08 nChanged 23346
Entering Unmasked Mstep 
Mstep: Class 0 contains 2005 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 28566 members 
Mstep: Class 3 contains 305915 members 
Mstep: Class 4 contains 104931 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 7 contains 357534 members 
Mstep: Class 8 contains 923 members 
Mstep: Class 10 contains 33092 members 
Mstep: Class 11 contains 33608 members 
Mstep: Class 12 contains 47513 members 
Mstep: Class 13 contains 13867 members 
Mstep: Class 14 contains 304846 members 
Mstep: Class 15 contains 36589 members 
Mstep: Class 16 contains 26094 members 
Mstep: Class 17 contains 48239 members 
Mstep: Class 18 contains 46000 members 
Mstep: Class 19 contains 7359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161029952.000000 Penalty: 59720.593750
Iteration 23Q: 18 clusters Score -1.6103e+08 nChanged 22272
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 28121 members 
Mstep: Class 3 contains 304890 members 
Mstep: Class 4 contains 109687 members 
Mstep: Class 5 contains 3777 members 
Mstep: Class 7 contains 355013 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 10 contains 32946 members 
Mstep: Class 11 contains 33879 members 
Mstep: Class 12 contains 47235 members 
Mstep: Class 13 contains 13379 members 
Mstep: Class 14 contains 303582 members 
Mstep: Class 15 contains 33872 members 
Mstep: Class 16 contains 27487 members 
Mstep: Class 17 contains 49009 members 
Mstep: Class 18 contains 47262 members 
Mstep: Class 19 contains 7556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161039472.000000 Penalty: 59720.593750
Iteration 24Q: 18 clusters Score -1.610395e+08 nChanged 21370
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 27654 members 
Mstep: Class 3 contains 303750 members 
Mstep: Class 4 contains 114454 members 
Mstep: Class 5 contains 3777 members 
Mstep: Class 7 contains 352631 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 10 contains 32833 members 
Mstep: Class 11 contains 34118 members 
Mstep: Class 12 contains 46919 members 
Mstep: Class 13 contains 12973 members 
Mstep: Class 14 contains 302249 members 
Mstep: Class 15 contains 31479 members 
Mstep: Class 16 contains 28800 members 
Mstep: Class 17 contains 49645 members 
Mstep: Class 18 contains 48468 members 
Mstep: Class 19 contains 7733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161046800.000000 Penalty: 59720.593750
Iteration 25Q: 18 clusters Score -1.610468e+08 nChanged 20492
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 27221 members 
Mstep: Class 3 contains 302686 members 
Mstep: Class 4 contains 119082 members 
Mstep: Class 5 contains 3779 members 
Mstep: Class 7 contains 350284 members 
Mstep: Class 8 contains 927 members 
Mstep: Class 10 contains 32711 members 
Mstep: Class 11 contains 34329 members 
Mstep: Class 12 contains 46604 members 
Mstep: Class 13 contains 12591 members 
Mstep: Class 14 contains 300849 members 
Mstep: Class 15 contains 29627 members 
Mstep: Class 16 contains 29961 members 
Mstep: Class 17 contains 50042 members 
Mstep: Class 18 contains 49667 members 
Mstep: Class 19 contains 7879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161054256.000000 Penalty: 59720.593750
Iteration 26Q: 18 clusters Score -1.610543e+08 nChanged 19613
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 26797 members 
Mstep: Class 3 contains 301466 members 
Mstep: Class 4 contains 123475 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 7 contains 348030 members 
Mstep: Class 8 contains 922 members 
Mstep: Class 10 contains 32532 members 
Mstep: Class 11 contains 34529 members 
Mstep: Class 12 contains 46259 members 
Mstep: Class 13 contains 12267 members 
Mstep: Class 14 contains 299533 members 
Mstep: Class 15 contains 28160 members 
Mstep: Class 16 contains 31076 members 
Mstep: Class 17 contains 50238 members 
Mstep: Class 18 contains 50888 members 
Mstep: Class 19 contains 8121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161061920.000000 Penalty: 59720.593750
Iteration 27Q: 18 clusters Score -1.610619e+08 nChanged 18852
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 26343 members 
Mstep: Class 3 contains 300377 members 
Mstep: Class 4 contains 127778 members 
Mstep: Class 5 contains 3786 members 
Mstep: Class 7 contains 345779 members 
Mstep: Class 8 contains 918 members 
Mstep: Class 10 contains 32403 members 
Mstep: Class 11 contains 34635 members 
Mstep: Class 12 contains 45860 members 
Mstep: Class 13 contains 11996 members 
Mstep: Class 14 contains 298341 members 
Mstep: Class 15 contains 26918 members 
Mstep: Class 16 contains 32123 members 
Mstep: Class 17 contains 50268 members 
Mstep: Class 18 contains 52074 members 
Mstep: Class 19 contains 8324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161068400.000000 Penalty: 59720.593750
Iteration 28Q: 18 clusters Score -1.610684e+08 nChanged 17885
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 25891 members 
Mstep: Class 3 contains 299179 members 
Mstep: Class 4 contains 131802 members 
Mstep: Class 5 contains 3790 members 
Mstep: Class 7 contains 343727 members 
Mstep: Class 8 contains 918 members 
Mstep: Class 10 contains 32285 members 
Mstep: Class 11 contains 34728 members 
Mstep: Class 12 contains 45452 members 
Mstep: Class 13 contains 11772 members 
Mstep: Class 14 contains 297208 members 
Mstep: Class 15 contains 25932 members 
Mstep: Class 16 contains 33041 members 
Mstep: Class 17 contains 50184 members 
Mstep: Class 18 contains 53291 members 
Mstep: Class 19 contains 8568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161073232.000000 Penalty: 59720.593750
Iteration 29Q: 18 clusters Score -1.610732e+08 nChanged 17614
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 25434 members 
Mstep: Class 3 contains 298030 members 
Mstep: Class 4 contains 135908 members 
Mstep: Class 5 contains 3783 members 
Mstep: Class 7 contains 341620 members 
Mstep: Class 8 contains 917 members 
Mstep: Class 10 contains 32203 members 
Mstep: Class 11 contains 34824 members 
Mstep: Class 12 contains 45069 members 
Mstep: Class 13 contains 11560 members 
Mstep: Class 14 contains 296057 members 
Mstep: Class 15 contains 25221 members 
Mstep: Class 16 contains 33837 members 
Mstep: Class 17 contains 49929 members 
Mstep: Class 18 contains 54460 members 
Mstep: Class 19 contains 8828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161077072.000000 Penalty: 59720.593750
Iteration 30Q: 18 clusters Score -1.610771e+08 nChanged 17156
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19092 members 
Mstep: Class 2 contains 25041 members 
Mstep: Class 3 contains 297038 members 
Mstep: Class 4 contains 140164 members 
Mstep: Class 5 contains 3773 members 
Mstep: Class 7 contains 339579 members 
Mstep: Class 8 contains 917 members 
Mstep: Class 10 contains 32170 members 
Mstep: Class 11 contains 34903 members 
Mstep: Class 12 contains 44651 members 
Mstep: Class 13 contains 11371 members 
Mstep: Class 14 contains 294687 members 
Mstep: Class 15 contains 24544 members 
Mstep: Class 16 contains 34547 members 
Mstep: Class 17 contains 49500 members 
Mstep: Class 18 contains 55604 members 
Mstep: Class 19 contains 9079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161081664.000000 Penalty: 59720.593750
Iteration 31Q: 18 clusters Score -1.610817e+08 nChanged 16827
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 24684 members 
Mstep: Class 3 contains 296210 members 
Mstep: Class 4 contains 144559 members 
Mstep: Class 5 contains 3773 members 
Mstep: Class 7 contains 337407 members 
Mstep: Class 8 contains 919 members 
Mstep: Class 10 contains 32114 members 
Mstep: Class 11 contains 34982 members 
Mstep: Class 12 contains 44280 members 
Mstep: Class 13 contains 11220 members 
Mstep: Class 14 contains 293002 members 
Mstep: Class 15 contains 24003 members 
Mstep: Class 16 contains 35161 members 
Mstep: Class 17 contains 49119 members 
Mstep: Class 18 contains 56686 members 
Mstep: Class 19 contains 9334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161085760.000000 Penalty: 59720.593750
Iteration 32Q: 18 clusters Score -1.610858e+08 nChanged 16695
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 24316 members 
Mstep: Class 3 contains 295263 members 
Mstep: Class 4 contains 149234 members 
Mstep: Class 5 contains 3772 members 
Mstep: Class 7 contains 335443 members 
Mstep: Class 8 contains 919 members 
Mstep: Class 10 contains 32087 members 
Mstep: Class 11 contains 35058 members 
Mstep: Class 12 contains 43909 members 
Mstep: Class 13 contains 11103 members 
Mstep: Class 14 contains 290997 members 
Mstep: Class 15 contains 23513 members 
Mstep: Class 16 contains 35706 members 
Mstep: Class 17 contains 48734 members 
Mstep: Class 18 contains 57717 members 
Mstep: Class 19 contains 9586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161088896.000000 Penalty: 59720.593750
Iteration 33Q: 18 clusters Score -1.610889e+08 nChanged 16340
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 23989 members 
Mstep: Class 3 contains 293985 members 
Mstep: Class 4 contains 154393 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 7 contains 333518 members 
Mstep: Class 8 contains 921 members 
Mstep: Class 10 contains 32135 members 
Mstep: Class 11 contains 35141 members 
Mstep: Class 12 contains 43552 members 
Mstep: Class 13 contains 11006 members 
Mstep: Class 14 contains 288839 members 
Mstep: Class 15 contains 23097 members 
Mstep: Class 16 contains 36144 members 
Mstep: Class 17 contains 48335 members 
Mstep: Class 18 contains 58654 members 
Mstep: Class 19 contains 9800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161091696.000000 Penalty: 59720.593750
Iteration 34Q: 18 clusters Score -1.610917e+08 nChanged 15733
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 23706 members 
Mstep: Class 3 contains 292588 members 
Mstep: Class 4 contains 159811 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 7 contains 331716 members 
Mstep: Class 8 contains 929 members 
Mstep: Class 10 contains 32199 members 
Mstep: Class 11 contains 35200 members 
Mstep: Class 12 contains 43218 members 
Mstep: Class 13 contains 10909 members 
Mstep: Class 14 contains 286462 members 
Mstep: Class 15 contains 22660 members 
Mstep: Class 16 contains 36560 members 
Mstep: Class 17 contains 47880 members 
Mstep: Class 18 contains 59529 members 
Mstep: Class 19 contains 10059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161093136.000000 Penalty: 59720.593750
Iteration 35Q: 18 clusters Score -1.610931e+08 nChanged 15532
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 23496 members 
Mstep: Class 3 contains 290807 members 
Mstep: Class 4 contains 165726 members 
Mstep: Class 5 contains 3774 members 
Mstep: Class 7 contains 330063 members 
Mstep: Class 8 contains 934 members 
Mstep: Class 10 contains 32228 members 
Mstep: Class 11 contains 35252 members 
Mstep: Class 12 contains 42870 members 
Mstep: Class 13 contains 10852 members 
Mstep: Class 14 contains 283822 members 
Mstep: Class 15 contains 22317 members 
Mstep: Class 16 contains 36972 members 
Mstep: Class 17 contains 47415 members 
Mstep: Class 18 contains 60331 members 
Mstep: Class 19 contains 10264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161095056.000000 Penalty: 59720.593750
Iteration 36Q: 18 clusters Score -1.610951e+08 nChanged 15247
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 23296 members 
Mstep: Class 3 contains 288876 members 
Mstep: Class 4 contains 171808 members 
Mstep: Class 5 contains 3782 members 
Mstep: Class 7 contains 328660 members 
Mstep: Class 8 contains 938 members 
Mstep: Class 10 contains 32271 members 
Mstep: Class 11 contains 35318 members 
Mstep: Class 12 contains 42507 members 
Mstep: Class 13 contains 10807 members 
Mstep: Class 14 contains 280919 members 
Mstep: Class 15 contains 21999 members 
Mstep: Class 16 contains 37342 members 
Mstep: Class 17 contains 46989 members 
Mstep: Class 18 contains 61063 members 
Mstep: Class 19 contains 10462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161096608.000000 Penalty: 59720.593750
Iteration 37Q: 18 clusters Score -1.610966e+08 nChanged 14932
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 23108 members 
Mstep: Class 3 contains 286804 members 
Mstep: Class 4 contains 178246 members 
Mstep: Class 5 contains 3783 members 
Mstep: Class 7 contains 327313 members 
Mstep: Class 8 contains 940 members 
Mstep: Class 10 contains 32316 members 
Mstep: Class 11 contains 35365 members 
Mstep: Class 12 contains 42183 members 
Mstep: Class 13 contains 10782 members 
Mstep: Class 14 contains 277769 members 
Mstep: Class 15 contains 21724 members 
Mstep: Class 16 contains 37646 members 
Mstep: Class 17 contains 46524 members 
Mstep: Class 18 contains 61803 members 
Mstep: Class 19 contains 10642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161098144.000000 Penalty: 59720.593750
Iteration 38Q: 18 clusters Score -1.610981e+08 nChanged 14529
Entering ConstructFrom: 
Score: -161098144.000000 Penalty: 59720.593750
Entering ConstructFrom: 
Trying to split cluster 1 (19807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Entering Unmasked Estep 
Score: -2226178.750000 Penalty: 2453.659912
	Iteration 0F: 2 clusters Score -2226179 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 9993 members 
Entering Unmasked Estep 
Score: -2212259.750000 Penalty: 4907.319824
	Iteration 0F: 3 clusters Score -2212260 nChanged 8687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2216985.000000 Penalty: 4907.319824
	Iteration 1F: 3 clusters Score -2216985 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2217653.000000 Penalty: 4907.319824
	Iteration 2F: 3 clusters Score -2217653 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2218486.250000 Penalty: 4907.319824
	Iteration 3F: 3 clusters Score -2218486 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2219336.000000 Penalty: 4907.319824
	Iteration 4F: 3 clusters Score -2219336 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -2219936.750000 Penalty: 4907.319824
	Iteration 5F: 3 clusters Score -2219937 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -2220430.250000 Penalty: 4907.319824
	Iteration 6Q: 3 clusters Score -2220430 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2220909.250000 Penalty: 4907.319824
	Iteration 7Q: 3 clusters Score -2220909 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2221418.750000 Penalty: 4907.319824
	Iteration 8Q: 3 clusters Score -2221419 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -2221912.750000 Penalty: 4907.319824
	Iteration 9Q: 3 clusters Score -2221913 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2222383.250000 Penalty: 4907.319824
	Iteration 10Q: 3 clusters Score -2222383 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -2222848.750000 Penalty: 4907.319824
	Iteration 11Q: 3 clusters Score -2222849 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -2223291.000000 Penalty: 4907.319824
	Iteration 12Q: 3 clusters Score -2223291 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -2223671.500000 Penalty: 4907.319824
	Iteration 13Q: 3 clusters Score -2223672 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2224002.500000 Penalty: 4907.319824
	Iteration 14Q: 3 clusters Score -2224002 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 8155 members 
Entering Unmasked Estep 
Score: -2224314.000000 Penalty: 4907.319824
	Iteration 15Q: 3 clusters Score -2224314 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -2224531.250000 Penalty: 4907.319824
	Iteration 16Q: 3 clusters Score -2224531 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -2224726.250000 Penalty: 4907.319824
	Iteration 17Q: 3 clusters Score -2224726 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2224910.500000 Penalty: 4907.319824
	Iteration 18Q: 3 clusters Score -2224910 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -2225081.250000 Penalty: 4907.319824
	Iteration 19Q: 3 clusters Score -2225081 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2225182.250000 Penalty: 4907.319824
	Iteration 20F: 3 clusters Score -2225182 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13728 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2225283.000000 Penalty: 4907.319824
	Iteration 21Q: 3 clusters Score -2225283 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -2225386.750000 Penalty: 4907.319824
	Iteration 22Q: 3 clusters Score -2225387 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2225513.750000 Penalty: 4907.319824
	Iteration 23Q: 3 clusters Score -2225514 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -2225666.500000 Penalty: 4907.319824
	Iteration 24Q: 3 clusters Score -2225666 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2225805.250000 Penalty: 4907.319824
	Iteration 25Q: 3 clusters Score -2225805 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -2225957.750000 Penalty: 4907.319824
	Iteration 26Q: 3 clusters Score -2225958 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2226110.500000 Penalty: 4907.319824
	Iteration 27Q: 3 clusters Score -2226110 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2226250.500000 Penalty: 4907.319824
	Iteration 28Q: 3 clusters Score -2226250 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -2226385.000000 Penalty: 4907.319824
	Iteration 29Q: 3 clusters Score -2226385 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2226525.000000 Penalty: 4907.319824
	Iteration 30Q: 3 clusters Score -2226525 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -2226652.000000 Penalty: 4907.319824
	Iteration 31Q: 3 clusters Score -2226652 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2226808.500000 Penalty: 4907.319824
	Iteration 32Q: 3 clusters Score -2226808 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2226963.000000 Penalty: 4907.319824
	Iteration 33Q: 3 clusters Score -2226963 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -2227068.500000 Penalty: 4907.319824
	Iteration 34Q: 3 clusters Score -2227068 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2227188.500000 Penalty: 4907.319824
	Iteration 35Q: 3 clusters Score -2227188 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -2227312.500000 Penalty: 4907.319824
	Iteration 36Q: 3 clusters Score -2227312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2227408.250000 Penalty: 4907.319824
	Iteration 37Q: 3 clusters Score -2227408 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17697 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2227452.500000 Penalty: 4907.319824
	Iteration 38Q: 3 clusters Score -2227452 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2227475.750000 Penalty: 4907.319824
	Iteration 39Q: 3 clusters Score -2227476 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2227498.250000 Penalty: 4907.319824
	Iteration 40F: 3 clusters Score -2227498 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2227506.250000 Penalty: 4907.319824
	Iteration 41Q: 3 clusters Score -2227506 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2227515.750000 Penalty: 4907.319824
	Iteration 42Q: 3 clusters Score -2227516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2227522.250000 Penalty: 4907.319824
	Iteration 43Q: 3 clusters Score -2227522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -2227528.000000 Penalty: 4907.319824
	Iteration 44Q: 3 clusters Score -2227528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2227527.000000 Penalty: 4907.319824
	Iteration 45Q: 3 clusters Score -2227527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2227531.500000 Penalty: 4907.319824
	Iteration 46Q: 3 clusters Score -2227532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2227532.250000 Penalty: 4907.319824
	Iteration 47Q: 3 clusters Score -2227532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2227530.000000 Penalty: 4907.319824
	Iteration 48Q: 3 clusters Score -2227530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2227530.000000 Penalty: 4907.319824
	Iteration 49F: 3 clusters Score -2227530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 22920 members 
Mstep: Class 3 contains 284518 members 
Mstep: Class 4 contains 185052 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 1926 members 
Mstep: Class 7 contains 326236 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 35422 members 
Mstep: Class 12 contains 41872 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 274424 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 37889 members 
Mstep: Class 17 contains 46008 members 
Mstep: Class 18 contains 62450 members 
Mstep: Class 19 contains 10789 members 
Entering Unmasked Estep 
Score: -161098016.000000 Penalty: 63233.570312
Splitting cluster 1 changes total score from -161098144.000000 to -161098016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (22920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Entering Unmasked Estep 
Score: -2514632.250000 Penalty: 2489.861816
	Iteration 0F: 2 clusters Score -2514632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2498704.250000 Penalty: 4979.723633
	Iteration 0F: 3 clusters Score -2498704 nChanged 10158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2504825.250000 Penalty: 4979.723633
	Iteration 1F: 3 clusters Score -2504825 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -2506448.000000 Penalty: 4979.723633
	Iteration 2F: 3 clusters Score -2506448 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -2508514.000000 Penalty: 4979.723633
	Iteration 3F: 3 clusters Score -2508514 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -2510481.500000 Penalty: 4979.723633
	Iteration 4F: 3 clusters Score -2510482 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2512146.750000 Penalty: 4979.723633
	Iteration 5F: 3 clusters Score -2512147 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2513304.750000 Penalty: 4979.723633
	Iteration 6F: 3 clusters Score -2513305 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2514135.500000 Penalty: 4979.723633
	Iteration 7Q: 3 clusters Score -2514136 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13750 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2514689.250000 Penalty: 4979.723633
	Iteration 8Q: 3 clusters Score -2514689 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -2515065.500000 Penalty: 4979.723633
	Iteration 9Q: 3 clusters Score -2515066 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2515310.000000 Penalty: 4979.723633
	Iteration 10Q: 3 clusters Score -2515310 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2515418.500000 Penalty: 4979.723633
	Iteration 11Q: 3 clusters Score -2515418 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -2515508.250000 Penalty: 4979.723633
	Iteration 12Q: 3 clusters Score -2515508 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2515558.000000 Penalty: 4979.723633
	Iteration 13Q: 3 clusters Score -2515558 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15005 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2515590.750000 Penalty: 4979.723633
	Iteration 14Q: 3 clusters Score -2515591 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -2515615.750000 Penalty: 4979.723633
	Iteration 15Q: 3 clusters Score -2515616 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15183 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -2515634.250000 Penalty: 4979.723633
	Iteration 16Q: 3 clusters Score -2515634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15263 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -2515648.500000 Penalty: 4979.723633
	Iteration 17Q: 3 clusters Score -2515648 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2515656.250000 Penalty: 4979.723633
	Iteration 18Q: 3 clusters Score -2515656 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2515671.250000 Penalty: 4979.723633
	Iteration 19Q: 3 clusters Score -2515671 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -2515680.500000 Penalty: 4979.723633
	Iteration 20F: 3 clusters Score -2515680 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -2515712.250000 Penalty: 4979.723633
	Iteration 21Q: 3 clusters Score -2515712 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -2515717.750000 Penalty: 4979.723633
	Iteration 22Q: 3 clusters Score -2515718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2515720.250000 Penalty: 4979.723633
	Iteration 23Q: 3 clusters Score -2515720 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2515730.250000 Penalty: 4979.723633
	Iteration 24Q: 3 clusters Score -2515730 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2515729.750000 Penalty: 4979.723633
	Iteration 25Q: 3 clusters Score -2515730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -2515731.750000 Penalty: 4979.723633
	Iteration 26Q: 3 clusters Score -2515732 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -2515740.250000 Penalty: 4979.723633
	Iteration 27Q: 3 clusters Score -2515740 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2515742.750000 Penalty: 4979.723633
	Iteration 28Q: 3 clusters Score -2515743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -2515747.750000 Penalty: 4979.723633
	Iteration 29Q: 3 clusters Score -2515748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -2515750.250000 Penalty: 4979.723633
	Iteration 30Q: 3 clusters Score -2515750 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -2515754.500000 Penalty: 4979.723633
	Iteration 31Q: 3 clusters Score -2515754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2515746.250000 Penalty: 4979.723633
	Iteration 32Q: 3 clusters Score -2515746 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15795 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -2515743.500000 Penalty: 4979.723633
	Iteration 33Q: 3 clusters Score -2515744 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15810 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -2515747.250000 Penalty: 4979.723633
	Iteration 34Q: 3 clusters Score -2515747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2515743.750000 Penalty: 4979.723633
	Iteration 35Q: 3 clusters Score -2515744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2515742.750000 Penalty: 4979.723633
	Iteration 36Q: 3 clusters Score -2515743 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2515747.000000 Penalty: 4979.723633
	Iteration 37Q: 3 clusters Score -2515747 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -2515751.500000 Penalty: 4979.723633
	Iteration 38Q: 3 clusters Score -2515752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2515754.500000 Penalty: 4979.723633
	Iteration 39Q: 3 clusters Score -2515754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -2515759.000000 Penalty: 4979.723633
	Iteration 40F: 3 clusters Score -2515759 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2515757.250000 Penalty: 4979.723633
	Iteration 41Q: 3 clusters Score -2515757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -2515754.250000 Penalty: 4979.723633
	Iteration 42Q: 3 clusters Score -2515754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2515763.000000 Penalty: 4979.723633
	Iteration 43Q: 3 clusters Score -2515763 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15943 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2515765.500000 Penalty: 4979.723633
	Iteration 44Q: 3 clusters Score -2515766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2515759.250000 Penalty: 4979.723633
	Iteration 45Q: 3 clusters Score -2515759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -2515757.750000 Penalty: 4979.723633
	Iteration 46Q: 3 clusters Score -2515758 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -2515764.000000 Penalty: 4979.723633
	Iteration 47Q: 3 clusters Score -2515764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15970 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -2515764.750000 Penalty: 4979.723633
	Iteration 48Q: 3 clusters Score -2515765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -2515763.000000 Penalty: 4979.723633
	Iteration 49Q: 3 clusters Score -2515763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15975 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2515767.250000 Penalty: 4979.723633
	Iteration 50Q: 3 clusters Score -2515767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2515766.500000 Penalty: 4979.723633
	Iteration 51Q: 3 clusters Score -2515766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15978 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2515768.000000 Penalty: 4979.723633
	Iteration 52Q: 3 clusters Score -2515768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2515769.000000 Penalty: 4979.723633
	Iteration 53Q: 3 clusters Score -2515769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2515771.500000 Penalty: 4979.723633
	Iteration 54Q: 3 clusters Score -2515772 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2515772.250000 Penalty: 4979.723633
	Iteration 55Q: 3 clusters Score -2515772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -2515775.750000 Penalty: 4979.723633
	Iteration 56Q: 3 clusters Score -2515776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2515774.750000 Penalty: 4979.723633
	Iteration 57Q: 3 clusters Score -2515775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2515771.500000 Penalty: 4979.723633
	Iteration 58Q: 3 clusters Score -2515772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2515775.000000 Penalty: 4979.723633
	Iteration 59Q: 3 clusters Score -2515775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2515775.000000 Penalty: 4979.723633
	Iteration 60F: 3 clusters Score -2515775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 15998 members 
Mstep: Class 3 contains 284518 members 
Mstep: Class 4 contains 185052 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 326236 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 35422 members 
Mstep: Class 12 contains 41872 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 274424 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 37889 members 
Mstep: Class 17 contains 46008 members 
Mstep: Class 18 contains 62450 members 
Mstep: Class 19 contains 10789 members 
Entering Unmasked Estep 
Score: -161098176.000000 Penalty: 63233.570312
Splitting cluster 2 changes total score from -161098144.000000 to -161098176.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (284518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284518 members 
Entering Unmasked Estep 
Score: -33422300.000000 Penalty: 3114.520752
	Iteration 0F: 2 clusters Score -3.34223e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142009 members 
Mstep: Class 2 contains 142509 members 
Entering Unmasked Estep 
Score: -33239006.000000 Penalty: 6229.041504
	Iteration 0F: 3 clusters Score -3.323901e+07 nChanged 137952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136461 members 
Mstep: Class 2 contains 148057 members 
Entering Unmasked Estep 
Score: -33321182.000000 Penalty: 6229.041504
	Iteration 1F: 3 clusters Score -3.332118e+07 nChanged 8304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132739 members 
Mstep: Class 2 contains 151779 members 
Entering Unmasked Estep 
Score: -33323388.000000 Penalty: 6229.041504
	Iteration 2Q: 3 clusters Score -3.332339e+07 nChanged 10326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126813 members 
Mstep: Class 2 contains 157705 members 
Entering Unmasked Estep 
Score: -33327268.000000 Penalty: 6229.041504
	Iteration 3Q: 3 clusters Score -3.332727e+07 nChanged 14151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117458 members 
Mstep: Class 2 contains 167060 members 
Entering Unmasked Estep 
Score: -33333910.000000 Penalty: 6229.041504
	Iteration 4Q: 3 clusters Score -3.333391e+07 nChanged 18896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103958 members 
Mstep: Class 2 contains 180560 members 
Entering Unmasked Estep 
Score: -33345958.000000 Penalty: 6229.041504
	Iteration 5F: 3 clusters Score -3.334596e+07 nChanged 23266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86162 members 
Mstep: Class 2 contains 198356 members 
Entering Unmasked Estep 
Score: -33363732.000000 Penalty: 6229.041504
	Iteration 6F: 3 clusters Score -3.336373e+07 nChanged 23439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 217663 members 
Entering Unmasked Estep 
Score: -33382968.000000 Penalty: 6229.041504
	Iteration 7F: 3 clusters Score -3.338297e+07 nChanged 18928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 234221 members 
Entering Unmasked Estep 
Score: -33399684.000000 Penalty: 6229.041504
	Iteration 8F: 3 clusters Score -3.339968e+07 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 245594 members 
Entering Unmasked Estep 
Score: -33410390.000000 Penalty: 6229.041504
	Iteration 9Q: 3 clusters Score -3.341039e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31400 members 
Mstep: Class 2 contains 253118 members 
Entering Unmasked Estep 
Score: -33416150.000000 Penalty: 6229.041504
	Iteration 10Q: 3 clusters Score -3.341615e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 258508 members 
Entering Unmasked Estep 
Score: -33419032.000000 Penalty: 6229.041504
	Iteration 11Q: 3 clusters Score -3.341903e+07 nChanged 4130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 262542 members 
Entering Unmasked Estep 
Score: -33420784.000000 Penalty: 6229.041504
	Iteration 12Q: 3 clusters Score -3.342078e+07 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 265766 members 
Entering Unmasked Estep 
Score: -33422008.000000 Penalty: 6229.041504
	Iteration 13Q: 3 clusters Score -3.342201e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 268414 members 
Entering Unmasked Estep 
Score: -33422954.000000 Penalty: 6229.041504
	Iteration 14Q: 3 clusters Score -3.342295e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 270543 members 
Entering Unmasked Estep 
Score: -33423458.000000 Penalty: 6229.041504
	Iteration 15Q: 3 clusters Score -3.342346e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12295 members 
Mstep: Class 2 contains 272223 members 
Entering Unmasked Estep 
Score: -33423956.000000 Penalty: 6229.041504
	Iteration 16Q: 3 clusters Score -3.342396e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 273544 members 
Entering Unmasked Estep 
Score: -33424176.000000 Penalty: 6229.041504
	Iteration 17Q: 3 clusters Score -3.342418e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 274651 members 
Entering Unmasked Estep 
Score: -33424456.000000 Penalty: 6229.041504
	Iteration 18Q: 3 clusters Score -3.342446e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 275518 members 
Entering Unmasked Estep 
Score: -33424684.000000 Penalty: 6229.041504
	Iteration 19Q: 3 clusters Score -3.342468e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 276207 members 
Entering Unmasked Estep 
Score: -33424776.000000 Penalty: 6229.041504
	Iteration 20F: 3 clusters Score -3.342478e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 276760 members 
Entering Unmasked Estep 
Score: -33424896.000000 Penalty: 6229.041504
	Iteration 21Q: 3 clusters Score -3.34249e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 277215 members 
Entering Unmasked Estep 
Score: -33424992.000000 Penalty: 6229.041504
	Iteration 22Q: 3 clusters Score -3.342499e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 277583 members 
Entering Unmasked Estep 
Score: -33425100.000000 Penalty: 6229.041504
	Iteration 23Q: 3 clusters Score -3.34251e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 277889 members 
Entering Unmasked Estep 
Score: -33425178.000000 Penalty: 6229.041504
	Iteration 24Q: 3 clusters Score -3.342518e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 278104 members 
Entering Unmasked Estep 
Score: -33425468.000000 Penalty: 6229.041504
	Iteration 25Q: 3 clusters Score -3.342547e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 278290 members 
Entering Unmasked Estep 
Score: -33425780.000000 Penalty: 6229.041504
	Iteration 26Q: 3 clusters Score -3.342578e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 278431 members 
Entering Unmasked Estep 
Score: -33426008.000000 Penalty: 6229.041504
	Iteration 27Q: 3 clusters Score -3.342601e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 278524 members 
Entering Unmasked Estep 
Score: -33426182.000000 Penalty: 6229.041504
	Iteration 28Q: 3 clusters Score -3.342618e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 278563 members 
Entering Unmasked Estep 
Score: -33426246.000000 Penalty: 6229.041504
	Iteration 29Q: 3 clusters Score -3.342625e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 278577 members 
Entering Unmasked Estep 
Score: -33426318.000000 Penalty: 6229.041504
	Iteration 30Q: 3 clusters Score -3.342632e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 278577 members 
Entering Unmasked Estep 
Score: -33426294.000000 Penalty: 6229.041504
	Iteration 31Q: 3 clusters Score -3.342629e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 278598 members 
Entering Unmasked Estep 
Score: -33426354.000000 Penalty: 6229.041504
	Iteration 32Q: 3 clusters Score -3.342635e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 278625 members 
Entering Unmasked Estep 
Score: -33426396.000000 Penalty: 6229.041504
	Iteration 33Q: 3 clusters Score -3.34264e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 278658 members 
Entering Unmasked Estep 
Score: -33426398.000000 Penalty: 6229.041504
	Iteration 34Q: 3 clusters Score -3.34264e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 278682 members 
Entering Unmasked Estep 
Score: -33426410.000000 Penalty: 6229.041504
	Iteration 35Q: 3 clusters Score -3.342641e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 278693 members 
Entering Unmasked Estep 
Score: -33426462.000000 Penalty: 6229.041504
	Iteration 36Q: 3 clusters Score -3.342646e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 278715 members 
Entering Unmasked Estep 
Score: -33426466.000000 Penalty: 6229.041504
	Iteration 37Q: 3 clusters Score -3.342647e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 278731 members 
Entering Unmasked Estep 
Score: -33426430.000000 Penalty: 6229.041504
	Iteration 38Q: 3 clusters Score -3.342643e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 278740 members 
Entering Unmasked Estep 
Score: -33426432.000000 Penalty: 6229.041504
	Iteration 39Q: 3 clusters Score -3.342643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 278739 members 
Entering Unmasked Estep 
Score: -33426430.000000 Penalty: 6229.041504
	Iteration 40F: 3 clusters Score -3.342643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 278739 members 
Entering Unmasked Estep 
Score: -33426440.000000 Penalty: 6229.041504
	Iteration 41Q: 3 clusters Score -3.342644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 278739 members 
Entering Unmasked Estep 
Score: -33426412.000000 Penalty: 6229.041504
	Iteration 42Q: 3 clusters Score -3.342641e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 278738 members 
Entering Unmasked Estep 
Score: -33426428.000000 Penalty: 6229.041504
	Iteration 43Q: 3 clusters Score -3.342643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 278737 members 
Entering Unmasked Estep 
Score: -33426422.000000 Penalty: 6229.041504
	Iteration 44Q: 3 clusters Score -3.342642e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 278735 members 
Entering Unmasked Estep 
Score: -33426434.000000 Penalty: 6229.041504
	Iteration 45Q: 3 clusters Score -3.342643e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 278736 members 
Entering Unmasked Estep 
Score: -33426416.000000 Penalty: 6229.041504
	Iteration 46Q: 3 clusters Score -3.342642e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 278737 members 
Entering Unmasked Estep 
Score: -33426406.000000 Penalty: 6229.041504
	Iteration 47Q: 3 clusters Score -3.342641e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 278738 members 
Entering Unmasked Estep 
Score: -33426430.000000 Penalty: 6229.041504
	Iteration 48Q: 3 clusters Score -3.342643e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 278740 members 
Entering Unmasked Estep 
Score: -33426400.000000 Penalty: 6229.041504
	Iteration 49Q: 3 clusters Score -3.34264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 278740 members 
Entering Unmasked Estep 
Score: -33426400.000000 Penalty: 6229.041504
	Iteration 50F: 3 clusters Score -3.34264e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 15998 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 185052 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 326236 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 278740 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 35422 members 
Mstep: Class 12 contains 41872 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 274424 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 37889 members 
Mstep: Class 17 contains 46008 members 
Mstep: Class 18 contains 62450 members 
Mstep: Class 19 contains 10789 members 
Entering Unmasked Estep 
Score: -161102160.000000 Penalty: 66746.546875
Splitting cluster 3 changes total score from -161098144.000000 to -161102160.000000
So it's getting split into cluster 9.
Entering ConstructFrom: 
Trying to split cluster 4 (185052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185052 members 
Entering Unmasked Estep 
Score: -21794398.000000 Penalty: 3007.841309
	Iteration 0F: 2 clusters Score -2.17944e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 92586 members 
Entering Unmasked Estep 
Score: -21670368.000000 Penalty: 6015.682617
	Iteration 0F: 3 clusters Score -2.167037e+07 nChanged 89262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89892 members 
Mstep: Class 2 contains 95160 members 
Entering Unmasked Estep 
Score: -21722722.000000 Penalty: 6015.682617
	Iteration 1F: 3 clusters Score -2.172272e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88422 members 
Mstep: Class 2 contains 96630 members 
Entering Unmasked Estep 
Score: -21723874.000000 Penalty: 6015.682617
	Iteration 2Q: 3 clusters Score -2.172387e+07 nChanged 5725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86139 members 
Mstep: Class 2 contains 98913 members 
Entering Unmasked Estep 
Score: -21725328.000000 Penalty: 6015.682617
	Iteration 3Q: 3 clusters Score -2.172533e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82521 members 
Mstep: Class 2 contains 102531 members 
Entering Unmasked Estep 
Score: -21727526.000000 Penalty: 6015.682617
	Iteration 4Q: 3 clusters Score -2.172753e+07 nChanged 8123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77212 members 
Mstep: Class 2 contains 107840 members 
Entering Unmasked Estep 
Score: -21730860.000000 Penalty: 6015.682617
	Iteration 5Q: 3 clusters Score -2.173086e+07 nChanged 10324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69662 members 
Mstep: Class 2 contains 115390 members 
Entering Unmasked Estep 
Score: -21736926.000000 Penalty: 6015.682617
	Iteration 6F: 3 clusters Score -2.173693e+07 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59560 members 
Mstep: Class 2 contains 125492 members 
Entering Unmasked Estep 
Score: -21745722.000000 Penalty: 6015.682617
	Iteration 7F: 3 clusters Score -2.174572e+07 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47529 members 
Mstep: Class 2 contains 137523 members 
Entering Unmasked Estep 
Score: -21757726.000000 Penalty: 6015.682617
	Iteration 8F: 3 clusters Score -2.175773e+07 nChanged 13581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 149178 members 
Entering Unmasked Estep 
Score: -21770120.000000 Penalty: 6015.682617
	Iteration 9F: 3 clusters Score -2.177012e+07 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 157805 members 
Entering Unmasked Estep 
Score: -21780030.000000 Penalty: 6015.682617
	Iteration 10F: 3 clusters Score -2.178003e+07 nChanged 6507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 162622 members 
Entering Unmasked Estep 
Score: -21786072.000000 Penalty: 6015.682617
	Iteration 11Q: 3 clusters Score -2.178607e+07 nChanged 3948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19958 members 
Mstep: Class 2 contains 165094 members 
Entering Unmasked Estep 
Score: -21788942.000000 Penalty: 6015.682617
	Iteration 12Q: 3 clusters Score -2.178894e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 166725 members 
Entering Unmasked Estep 
Score: -21790236.000000 Penalty: 6015.682617
	Iteration 13Q: 3 clusters Score -2.179024e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 168013 members 
Entering Unmasked Estep 
Score: -21791034.000000 Penalty: 6015.682617
	Iteration 14Q: 3 clusters Score -2.179103e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 169112 members 
Entering Unmasked Estep 
Score: -21791584.000000 Penalty: 6015.682617
	Iteration 15Q: 3 clusters Score -2.179158e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 170034 members 
Entering Unmasked Estep 
Score: -21791888.000000 Penalty: 6015.682617
	Iteration 16Q: 3 clusters Score -2.179189e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14200 members 
Mstep: Class 2 contains 170852 members 
Entering Unmasked Estep 
Score: -21792118.000000 Penalty: 6015.682617
	Iteration 17Q: 3 clusters Score -2.179212e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 171592 members 
Entering Unmasked Estep 
Score: -21792442.000000 Penalty: 6015.682617
	Iteration 18Q: 3 clusters Score -2.179244e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 172247 members 
Entering Unmasked Estep 
Score: -21792612.000000 Penalty: 6015.682617
	Iteration 19Q: 3 clusters Score -2.179261e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 172833 members 
Entering Unmasked Estep 
Score: -21792704.000000 Penalty: 6015.682617
	Iteration 20F: 3 clusters Score -2.17927e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 173384 members 
Entering Unmasked Estep 
Score: -21792778.000000 Penalty: 6015.682617
	Iteration 21Q: 3 clusters Score -2.179278e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 173875 members 
Entering Unmasked Estep 
Score: -21792848.000000 Penalty: 6015.682617
	Iteration 22Q: 3 clusters Score -2.179285e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 174326 members 
Entering Unmasked Estep 
Score: -21792864.000000 Penalty: 6015.682617
	Iteration 23Q: 3 clusters Score -2.179286e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 174773 members 
Entering Unmasked Estep 
Score: -21792962.000000 Penalty: 6015.682617
	Iteration 24Q: 3 clusters Score -2.179296e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 175185 members 
Entering Unmasked Estep 
Score: -21793026.000000 Penalty: 6015.682617
	Iteration 25Q: 3 clusters Score -2.179303e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 175528 members 
Entering Unmasked Estep 
Score: -21793044.000000 Penalty: 6015.682617
	Iteration 26Q: 3 clusters Score -2.179304e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 175858 members 
Entering Unmasked Estep 
Score: -21793120.000000 Penalty: 6015.682617
	Iteration 27Q: 3 clusters Score -2.179312e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 176157 members 
Entering Unmasked Estep 
Score: -21793158.000000 Penalty: 6015.682617
	Iteration 28Q: 3 clusters Score -2.179316e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 176458 members 
Entering Unmasked Estep 
Score: -21793286.000000 Penalty: 6015.682617
	Iteration 29Q: 3 clusters Score -2.179329e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 176767 members 
Entering Unmasked Estep 
Score: -21793358.000000 Penalty: 6015.682617
	Iteration 30Q: 3 clusters Score -2.179336e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 177043 members 
Entering Unmasked Estep 
Score: -21793402.000000 Penalty: 6015.682617
	Iteration 31Q: 3 clusters Score -2.17934e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 177314 members 
Entering Unmasked Estep 
Score: -21793438.000000 Penalty: 6015.682617
	Iteration 32Q: 3 clusters Score -2.179344e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 177549 members 
Entering Unmasked Estep 
Score: -21793472.000000 Penalty: 6015.682617
	Iteration 33Q: 3 clusters Score -2.179347e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 177791 members 
Entering Unmasked Estep 
Score: -21793518.000000 Penalty: 6015.682617
	Iteration 34Q: 3 clusters Score -2.179352e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 177977 members 
Entering Unmasked Estep 
Score: -21793596.000000 Penalty: 6015.682617
	Iteration 35Q: 3 clusters Score -2.17936e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 178155 members 
Entering Unmasked Estep 
Score: -21793628.000000 Penalty: 6015.682617
	Iteration 36Q: 3 clusters Score -2.179363e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 178301 members 
Entering Unmasked Estep 
Score: -21793718.000000 Penalty: 6015.682617
	Iteration 37Q: 3 clusters Score -2.179372e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 178460 members 
Entering Unmasked Estep 
Score: -21793736.000000 Penalty: 6015.682617
	Iteration 38Q: 3 clusters Score -2.179374e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 178600 members 
Entering Unmasked Estep 
Score: -21793700.000000 Penalty: 6015.682617
	Iteration 39Q: 3 clusters Score -2.17937e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 178719 members 
Entering Unmasked Estep 
Score: -21793802.000000 Penalty: 6015.682617
	Iteration 40F: 3 clusters Score -2.17938e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 178832 members 
Entering Unmasked Estep 
Score: -21793800.000000 Penalty: 6015.682617
	Iteration 41Q: 3 clusters Score -2.17938e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 178941 members 
Entering Unmasked Estep 
Score: -21793788.000000 Penalty: 6015.682617
	Iteration 42Q: 3 clusters Score -2.179379e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 179058 members 
Entering Unmasked Estep 
Score: -21793798.000000 Penalty: 6015.682617
	Iteration 43Q: 3 clusters Score -2.17938e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 179153 members 
Entering Unmasked Estep 
Score: -21793802.000000 Penalty: 6015.682617
	Iteration 44Q: 3 clusters Score -2.17938e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 179242 members 
Entering Unmasked Estep 
Score: -21793798.000000 Penalty: 6015.682617
	Iteration 45Q: 3 clusters Score -2.17938e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 179344 members 
Entering Unmasked Estep 
Score: -21793854.000000 Penalty: 6015.682617
	Iteration 46Q: 3 clusters Score -2.179385e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 179440 members 
Entering Unmasked Estep 
Score: -21793880.000000 Penalty: 6015.682617
	Iteration 47Q: 3 clusters Score -2.179388e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 179530 members 
Entering Unmasked Estep 
Score: -21793892.000000 Penalty: 6015.682617
	Iteration 48Q: 3 clusters Score -2.179389e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 179605 members 
Entering Unmasked Estep 
Score: -21793896.000000 Penalty: 6015.682617
	Iteration 49Q: 3 clusters Score -2.17939e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 179660 members 
Entering Unmasked Estep 
Score: -21793912.000000 Penalty: 6015.682617
	Iteration 50Q: 3 clusters Score -2.179391e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 179716 members 
Entering Unmasked Estep 
Score: -21793902.000000 Penalty: 6015.682617
	Iteration 51Q: 3 clusters Score -2.17939e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 179772 members 
Entering Unmasked Estep 
Score: -21793918.000000 Penalty: 6015.682617
	Iteration 52Q: 3 clusters Score -2.179392e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 179823 members 
Entering Unmasked Estep 
Score: -21793922.000000 Penalty: 6015.682617
	Iteration 53Q: 3 clusters Score -2.179392e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 179864 members 
Entering Unmasked Estep 
Score: -21793942.000000 Penalty: 6015.682617
	Iteration 54Q: 3 clusters Score -2.179394e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 179897 members 
Entering Unmasked Estep 
Score: -21793930.000000 Penalty: 6015.682617
	Iteration 55Q: 3 clusters Score -2.179393e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 179921 members 
Entering Unmasked Estep 
Score: -21793958.000000 Penalty: 6015.682617
	Iteration 56Q: 3 clusters Score -2.179396e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 179947 members 
Entering Unmasked Estep 
Score: -21793968.000000 Penalty: 6015.682617
	Iteration 57Q: 3 clusters Score -2.179397e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 179962 members 
Entering Unmasked Estep 
Score: -21793948.000000 Penalty: 6015.682617
	Iteration 58Q: 3 clusters Score -2.179395e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 179972 members 
Entering Unmasked Estep 
Score: -21793976.000000 Penalty: 6015.682617
	Iteration 59Q: 3 clusters Score -2.179398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 179990 members 
Entering Unmasked Estep 
Score: -21793954.000000 Penalty: 6015.682617
	Iteration 60F: 3 clusters Score -2.179395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 180001 members 
Entering Unmasked Estep 
Score: -21793954.000000 Penalty: 6015.682617
	Iteration 61Q: 3 clusters Score -2.179395e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 180013 members 
Entering Unmasked Estep 
Score: -21793952.000000 Penalty: 6015.682617
	Iteration 62Q: 3 clusters Score -2.179395e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 180026 members 
Entering Unmasked Estep 
Score: -21793950.000000 Penalty: 6015.682617
	Iteration 63Q: 3 clusters Score -2.179395e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 180033 members 
Entering Unmasked Estep 
Score: -21793952.000000 Penalty: 6015.682617
	Iteration 64Q: 3 clusters Score -2.179395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 180039 members 
Entering Unmasked Estep 
Score: -21793946.000000 Penalty: 6015.682617
	Iteration 65Q: 3 clusters Score -2.179395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 180044 members 
Entering Unmasked Estep 
Score: -21793956.000000 Penalty: 6015.682617
	Iteration 66Q: 3 clusters Score -2.179396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 180050 members 
Entering Unmasked Estep 
Score: -21793960.000000 Penalty: 6015.682617
	Iteration 67Q: 3 clusters Score -2.179396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 180053 members 
Entering Unmasked Estep 
Score: -21793972.000000 Penalty: 6015.682617
	Iteration 68Q: 3 clusters Score -2.179397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 180058 members 
Entering Unmasked Estep 
Score: -21793968.000000 Penalty: 6015.682617
	Iteration 69Q: 3 clusters Score -2.179397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 180066 members 
Entering Unmasked Estep 
Score: -21793968.000000 Penalty: 6015.682617
	Iteration 70Q: 3 clusters Score -2.179397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 180069 members 
Entering Unmasked Estep 
Score: -21793958.000000 Penalty: 6015.682617
	Iteration 71Q: 3 clusters Score -2.179396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 180075 members 
Entering Unmasked Estep 
Score: -21793974.000000 Penalty: 6015.682617
	Iteration 72Q: 3 clusters Score -2.179397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 180078 members 
Entering Unmasked Estep 
Score: -21793972.000000 Penalty: 6015.682617
	Iteration 73Q: 3 clusters Score -2.179397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 180081 members 
Entering Unmasked Estep 
Score: -21793986.000000 Penalty: 6015.682617
	Iteration 74Q: 3 clusters Score -2.179399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 180087 members 
Entering Unmasked Estep 
Score: -21793974.000000 Penalty: 6015.682617
	Iteration 75Q: 3 clusters Score -2.179397e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 180091 members 
Entering Unmasked Estep 
Score: -21793966.000000 Penalty: 6015.682617
	Iteration 76Q: 3 clusters Score -2.179397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 180092 members 
Entering Unmasked Estep 
Score: -21793974.000000 Penalty: 6015.682617
	Iteration 77Q: 3 clusters Score -2.179397e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 180093 members 
Entering Unmasked Estep 
Score: -21793968.000000 Penalty: 6015.682617
	Iteration 78Q: 3 clusters Score -2.179397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 180095 members 
Entering Unmasked Estep 
Score: -21793970.000000 Penalty: 6015.682617
	Iteration 79Q: 3 clusters Score -2.179397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 180100 members 
Entering Unmasked Estep 
Score: -21793980.000000 Penalty: 6015.682617
	Iteration 80F: 3 clusters Score -2.179398e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 180103 members 
Entering Unmasked Estep 
Score: -21793976.000000 Penalty: 6015.682617
	Iteration 81Q: 3 clusters Score -2.179398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 180107 members 
Entering Unmasked Estep 
Score: -21793968.000000 Penalty: 6015.682617
	Iteration 82Q: 3 clusters Score -2.179397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 180109 members 
Entering Unmasked Estep 
Score: -21793970.000000 Penalty: 6015.682617
	Iteration 83Q: 3 clusters Score -2.179397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 180112 members 
Entering Unmasked Estep 
Score: -21793970.000000 Penalty: 6015.682617
	Iteration 84Q: 3 clusters Score -2.179397e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 180114 members 
Entering Unmasked Estep 
Score: -21793962.000000 Penalty: 6015.682617
	Iteration 85Q: 3 clusters Score -2.179396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 180121 members 
Entering Unmasked Estep 
Score: -21793958.000000 Penalty: 6015.682617
	Iteration 86Q: 3 clusters Score -2.179396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 180130 members 
Entering Unmasked Estep 
Score: -21793950.000000 Penalty: 6015.682617
	Iteration 87Q: 3 clusters Score -2.179395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 180133 members 
Entering Unmasked Estep 
Score: -21793946.000000 Penalty: 6015.682617
	Iteration 88Q: 3 clusters Score -2.179395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 180137 members 
Entering Unmasked Estep 
Score: -21793938.000000 Penalty: 6015.682617
	Iteration 89Q: 3 clusters Score -2.179394e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 180139 members 
Entering Unmasked Estep 
Score: -21793952.000000 Penalty: 6015.682617
	Iteration 90Q: 3 clusters Score -2.179395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 180140 members 
Entering Unmasked Estep 
Score: -21793962.000000 Penalty: 6015.682617
	Iteration 91Q: 3 clusters Score -2.179396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 180141 members 
Entering Unmasked Estep 
Score: -21793956.000000 Penalty: 6015.682617
	Iteration 92Q: 3 clusters Score -2.179396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 180141 members 
Entering Unmasked Estep 
Score: -21793956.000000 Penalty: 6015.682617
	Iteration 93F: 3 clusters Score -2.179396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Entering Unmasked Estep 
Score: -428581.937500 Penalty: 2042.960327
	Iteration 0F: 2 clusters Score -428581.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -424725.156250 Penalty: 4085.920654
	Iteration 0F: 3 clusters Score -424725.2 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -425606.812500 Penalty: 4085.920654
	Iteration 1F: 3 clusters Score -425606.8 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -425779.687500 Penalty: 4085.920654
	Iteration 2F: 3 clusters Score -425779.7 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -425888.156250 Penalty: 4085.920654
	Iteration 3Q: 3 clusters Score -425888.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -425947.281250 Penalty: 4085.920654
	Iteration 4Q: 3 clusters Score -425947.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -425990.500000 Penalty: 4085.920654
	Iteration 5Q: 3 clusters Score -425990.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -426028.687500 Penalty: 4085.920654
	Iteration 6Q: 3 clusters Score -426028.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -426049.031250 Penalty: 4085.920654
	Iteration 7Q: 3 clusters Score -426049 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -426070.718750 Penalty: 4085.920654
	Iteration 8Q: 3 clusters Score -426070.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -426083.593750 Penalty: 4085.920654
	Iteration 9Q: 3 clusters Score -426083.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -426097.093750 Penalty: 4085.920654
	Iteration 10Q: 3 clusters Score -426097.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -426109.437500 Penalty: 4085.920654
	Iteration 11Q: 3 clusters Score -426109.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -426118.187500 Penalty: 4085.920654
	Iteration 12Q: 3 clusters Score -426118.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -426129.218750 Penalty: 4085.920654
	Iteration 13Q: 3 clusters Score -426129.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -426135.187500 Penalty: 4085.920654
	Iteration 14Q: 3 clusters Score -426135.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -426142.562500 Penalty: 4085.920654
	Iteration 15Q: 3 clusters Score -426142.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -426151.218750 Penalty: 4085.920654
	Iteration 16Q: 3 clusters Score -426151.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -426162.750000 Penalty: 4085.920654
	Iteration 17Q: 3 clusters Score -426162.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -426178.625000 Penalty: 4085.920654
	Iteration 18Q: 3 clusters Score -426178.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -426195.875000 Penalty: 4085.920654
	Iteration 19Q: 3 clusters Score -426195.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -426214.437500 Penalty: 4085.920654
	Iteration 20F: 3 clusters Score -426214.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -426233.437500 Penalty: 4085.920654
	Iteration 21Q: 3 clusters Score -426233.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -426255.625000 Penalty: 4085.920654
	Iteration 22Q: 3 clusters Score -426255.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -426277.843750 Penalty: 4085.920654
	Iteration 23Q: 3 clusters Score -426277.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -426298.718750 Penalty: 4085.920654
	Iteration 24Q: 3 clusters Score -426298.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -426325.875000 Penalty: 4085.920654
	Iteration 25Q: 3 clusters Score -426325.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -426352.875000 Penalty: 4085.920654
	Iteration 26Q: 3 clusters Score -426352.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -426385.031250 Penalty: 4085.920654
	Iteration 27Q: 3 clusters Score -426385 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -426419.437500 Penalty: 4085.920654
	Iteration 28Q: 3 clusters Score -426419.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -426449.625000 Penalty: 4085.920654
	Iteration 29Q: 3 clusters Score -426449.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -426485.531250 Penalty: 4085.920654
	Iteration 30Q: 3 clusters Score -426485.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -426515.593750 Penalty: 4085.920654
	Iteration 31Q: 3 clusters Score -426515.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -426540.312500 Penalty: 4085.920654
	Iteration 32Q: 3 clusters Score -426540.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -426565.125000 Penalty: 4085.920654
	Iteration 33Q: 3 clusters Score -426565.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -426592.062500 Penalty: 4085.920654
	Iteration 34Q: 3 clusters Score -426592.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -426613.375000 Penalty: 4085.920654
	Iteration 35Q: 3 clusters Score -426613.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -426633.125000 Penalty: 4085.920654
	Iteration 36Q: 3 clusters Score -426633.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -426659.625000 Penalty: 4085.920654
	Iteration 37Q: 3 clusters Score -426659.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -426682.968750 Penalty: 4085.920654
	Iteration 38Q: 3 clusters Score -426683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -426699.593750 Penalty: 4085.920654
	Iteration 39Q: 3 clusters Score -426699.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -426713.562500 Penalty: 4085.920654
	Iteration 40F: 3 clusters Score -426713.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -426727.031250 Penalty: 4085.920654
	Iteration 41Q: 3 clusters Score -426727 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -426738.437500 Penalty: 4085.920654
	Iteration 42Q: 3 clusters Score -426738.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -426749.812500 Penalty: 4085.920654
	Iteration 43Q: 3 clusters Score -426749.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -426762.125000 Penalty: 4085.920654
	Iteration 44Q: 3 clusters Score -426762.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -426778.562500 Penalty: 4085.920654
	Iteration 45Q: 3 clusters Score -426778.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -426798.125000 Penalty: 4085.920654
	Iteration 46Q: 3 clusters Score -426798.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -426808.125000 Penalty: 4085.920654
	Iteration 47Q: 3 clusters Score -426808.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -426820.468750 Penalty: 4085.920654
	Iteration 48Q: 3 clusters Score -426820.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -426834.718750 Penalty: 4085.920654
	Iteration 49Q: 3 clusters Score -426834.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -426843.656250 Penalty: 4085.920654
	Iteration 50Q: 3 clusters Score -426843.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -426851.031250 Penalty: 4085.920654
	Iteration 51Q: 3 clusters Score -426851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -426853.906250 Penalty: 4085.920654
	Iteration 52Q: 3 clusters Score -426853.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -426860.000000 Penalty: 4085.920654
	Iteration 53Q: 3 clusters Score -426860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -426866.156250 Penalty: 4085.920654
	Iteration 54Q: 3 clusters Score -426866.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -426873.031250 Penalty: 4085.920654
	Iteration 55Q: 3 clusters Score -426873 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -426880.125000 Penalty: 4085.920654
	Iteration 56Q: 3 clusters Score -426880.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -426883.187500 Penalty: 4085.920654
	Iteration 57Q: 3 clusters Score -426883.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -426884.593750 Penalty: 4085.920654
	Iteration 58Q: 3 clusters Score -426884.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -426885.500000 Penalty: 4085.920654
	Iteration 59Q: 3 clusters Score -426885.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -426885.500000 Penalty: 4085.920654
	Iteration 60F: 3 clusters Score -426885.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (326236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326236 members 
Entering Unmasked Estep 
Score: -38061212.000000 Penalty: 3148.453369
	Iteration 0F: 2 clusters Score -3.806121e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163245 members 
Mstep: Class 2 contains 162991 members 
Entering Unmasked Estep 
Score: -37860444.000000 Penalty: 6296.906738
	Iteration 0F: 3 clusters Score -3.786044e+07 nChanged 158029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166858 members 
Mstep: Class 2 contains 159378 members 
Entering Unmasked Estep 
Score: -37955560.000000 Penalty: 6296.906738
	Iteration 1F: 3 clusters Score -3.795556e+07 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167914 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -37961116.000000 Penalty: 6296.906738
	Iteration 2Q: 3 clusters Score -3.796112e+07 nChanged 15753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167965 members 
Mstep: Class 2 contains 158271 members 
Entering Unmasked Estep 
Score: -37971240.000000 Penalty: 6296.906738
	Iteration 3Q: 3 clusters Score -3.797124e+07 nChanged 20752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165627 members 
Mstep: Class 2 contains 160609 members 
Entering Unmasked Estep 
Score: -37985196.000000 Penalty: 6296.906738
	Iteration 4F: 3 clusters Score -3.79852e+07 nChanged 24733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160082 members 
Mstep: Class 2 contains 166154 members 
Entering Unmasked Estep 
Score: -38002188.000000 Penalty: 6296.906738
	Iteration 5F: 3 clusters Score -3.800219e+07 nChanged 24941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152537 members 
Mstep: Class 2 contains 173699 members 
Entering Unmasked Estep 
Score: -38016764.000000 Penalty: 6296.906738
	Iteration 6F: 3 clusters Score -3.801676e+07 nChanged 20465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145552 members 
Mstep: Class 2 contains 180684 members 
Entering Unmasked Estep 
Score: -38025532.000000 Penalty: 6296.906738
	Iteration 7F: 3 clusters Score -3.802553e+07 nChanged 14310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139878 members 
Mstep: Class 2 contains 186358 members 
Entering Unmasked Estep 
Score: -38030280.000000 Penalty: 6296.906738
	Iteration 8Q: 3 clusters Score -3.803028e+07 nChanged 9594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134940 members 
Mstep: Class 2 contains 191296 members 
Entering Unmasked Estep 
Score: -38032204.000000 Penalty: 6296.906738
	Iteration 9Q: 3 clusters Score -3.80322e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130201 members 
Mstep: Class 2 contains 196035 members 
Entering Unmasked Estep 
Score: -38033528.000000 Penalty: 6296.906738
	Iteration 10Q: 3 clusters Score -3.803353e+07 nChanged 5767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125146 members 
Mstep: Class 2 contains 201090 members 
Entering Unmasked Estep 
Score: -38034900.000000 Penalty: 6296.906738
	Iteration 11Q: 3 clusters Score -3.80349e+07 nChanged 5372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120020 members 
Mstep: Class 2 contains 206216 members 
Entering Unmasked Estep 
Score: -38035816.000000 Penalty: 6296.906738
	Iteration 12Q: 3 clusters Score -3.803582e+07 nChanged 5561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114497 members 
Mstep: Class 2 contains 211739 members 
Entering Unmasked Estep 
Score: -38037492.000000 Penalty: 6296.906738
	Iteration 13Q: 3 clusters Score -3.803749e+07 nChanged 5933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108568 members 
Mstep: Class 2 contains 217668 members 
Entering Unmasked Estep 
Score: -38039028.000000 Penalty: 6296.906738
	Iteration 14Q: 3 clusters Score -3.803903e+07 nChanged 6314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102254 members 
Mstep: Class 2 contains 223982 members 
Entering Unmasked Estep 
Score: -38041124.000000 Penalty: 6296.906738
	Iteration 15Q: 3 clusters Score -3.804112e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95387 members 
Mstep: Class 2 contains 230849 members 
Entering Unmasked Estep 
Score: -38043852.000000 Penalty: 6296.906738
	Iteration 16Q: 3 clusters Score -3.804385e+07 nChanged 7111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88276 members 
Mstep: Class 2 contains 237960 members 
Entering Unmasked Estep 
Score: -38047128.000000 Penalty: 6296.906738
	Iteration 17Q: 3 clusters Score -3.804713e+07 nChanged 7082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 245042 members 
Entering Unmasked Estep 
Score: -38050820.000000 Penalty: 6296.906738
	Iteration 18Q: 3 clusters Score -3.805082e+07 nChanged 6802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74394 members 
Mstep: Class 2 contains 251842 members 
Entering Unmasked Estep 
Score: -38055412.000000 Penalty: 6296.906738
	Iteration 19Q: 3 clusters Score -3.805541e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 258077 members 
Entering Unmasked Estep 
Score: -38060080.000000 Penalty: 6296.906738
	Iteration 20F: 3 clusters Score -3.806008e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62585 members 
Mstep: Class 2 contains 263651 members 
Entering Unmasked Estep 
Score: -38064152.000000 Penalty: 6296.906738
	Iteration 21Q: 3 clusters Score -3.806415e+07 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 268640 members 
Entering Unmasked Estep 
Score: -38066848.000000 Penalty: 6296.906738
	Iteration 22Q: 3 clusters Score -3.806685e+07 nChanged 4556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 273196 members 
Entering Unmasked Estep 
Score: -38069224.000000 Penalty: 6296.906738
	Iteration 23Q: 3 clusters Score -3.806922e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48920 members 
Mstep: Class 2 contains 277316 members 
Entering Unmasked Estep 
Score: -38070844.000000 Penalty: 6296.906738
	Iteration 24Q: 3 clusters Score -3.807084e+07 nChanged 3824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 281140 members 
Entering Unmasked Estep 
Score: -38072460.000000 Penalty: 6296.906738
	Iteration 25Q: 3 clusters Score -3.807246e+07 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 284532 members 
Entering Unmasked Estep 
Score: -38073884.000000 Penalty: 6296.906738
	Iteration 26Q: 3 clusters Score -3.807388e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38639 members 
Mstep: Class 2 contains 287597 members 
Entering Unmasked Estep 
Score: -38075320.000000 Penalty: 6296.906738
	Iteration 27Q: 3 clusters Score -3.807532e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35821 members 
Mstep: Class 2 contains 290415 members 
Entering Unmasked Estep 
Score: -38076368.000000 Penalty: 6296.906738
	Iteration 28Q: 3 clusters Score -3.807637e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33395 members 
Mstep: Class 2 contains 292841 members 
Entering Unmasked Estep 
Score: -38077100.000000 Penalty: 6296.906738
	Iteration 29Q: 3 clusters Score -3.80771e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31322 members 
Mstep: Class 2 contains 294914 members 
Entering Unmasked Estep 
Score: -38077504.000000 Penalty: 6296.906738
	Iteration 30Q: 3 clusters Score -3.80775e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29573 members 
Mstep: Class 2 contains 296663 members 
Entering Unmasked Estep 
Score: -38077924.000000 Penalty: 6296.906738
	Iteration 31Q: 3 clusters Score -3.807792e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28106 members 
Mstep: Class 2 contains 298130 members 
Entering Unmasked Estep 
Score: -38078196.000000 Penalty: 6296.906738
	Iteration 32Q: 3 clusters Score -3.80782e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26811 members 
Mstep: Class 2 contains 299425 members 
Entering Unmasked Estep 
Score: -38078060.000000 Penalty: 6296.906738
	Iteration 33Q: 3 clusters Score -3.807806e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 300543 members 
Entering Unmasked Estep 
Score: -38078032.000000 Penalty: 6296.906738
	Iteration 34Q: 3 clusters Score -3.807803e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24680 members 
Mstep: Class 2 contains 301556 members 
Entering Unmasked Estep 
Score: -38077652.000000 Penalty: 6296.906738
	Iteration 35Q: 3 clusters Score -3.807765e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 302412 members 
Entering Unmasked Estep 
Score: -38077404.000000 Penalty: 6296.906738
	Iteration 36Q: 3 clusters Score -3.80774e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 303158 members 
Entering Unmasked Estep 
Score: -38077276.000000 Penalty: 6296.906738
	Iteration 37Q: 3 clusters Score -3.807728e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 303801 members 
Entering Unmasked Estep 
Score: -38077084.000000 Penalty: 6296.906738
	Iteration 38Q: 3 clusters Score -3.807708e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 304363 members 
Entering Unmasked Estep 
Score: -38076964.000000 Penalty: 6296.906738
	Iteration 39Q: 3 clusters Score -3.807696e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 304842 members 
Entering Unmasked Estep 
Score: -38076940.000000 Penalty: 6296.906738
	Iteration 40F: 3 clusters Score -3.807694e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 305302 members 
Entering Unmasked Estep 
Score: -38076716.000000 Penalty: 6296.906738
	Iteration 41Q: 3 clusters Score -3.807672e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 305710 members 
Entering Unmasked Estep 
Score: -38076684.000000 Penalty: 6296.906738
	Iteration 42Q: 3 clusters Score -3.807668e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 306104 members 
Entering Unmasked Estep 
Score: -38076416.000000 Penalty: 6296.906738
	Iteration 43Q: 3 clusters Score -3.807642e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 306444 members 
Entering Unmasked Estep 
Score: -38076292.000000 Penalty: 6296.906738
	Iteration 44Q: 3 clusters Score -3.807629e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 306738 members 
Entering Unmasked Estep 
Score: -38076160.000000 Penalty: 6296.906738
	Iteration 45Q: 3 clusters Score -3.807616e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 306999 members 
Entering Unmasked Estep 
Score: -38076036.000000 Penalty: 6296.906738
	Iteration 46Q: 3 clusters Score -3.807604e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 307219 members 
Entering Unmasked Estep 
Score: -38075948.000000 Penalty: 6296.906738
	Iteration 47Q: 3 clusters Score -3.807595e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 307416 members 
Entering Unmasked Estep 
Score: -38075868.000000 Penalty: 6296.906738
	Iteration 48Q: 3 clusters Score -3.807587e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 307599 members 
Entering Unmasked Estep 
Score: -38075844.000000 Penalty: 6296.906738
	Iteration 49Q: 3 clusters Score -3.807584e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 307755 members 
Entering Unmasked Estep 
Score: -38075780.000000 Penalty: 6296.906738
	Iteration 50Q: 3 clusters Score -3.807578e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 307899 members 
Entering Unmasked Estep 
Score: -38075652.000000 Penalty: 6296.906738
	Iteration 51Q: 3 clusters Score -3.807565e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 308031 members 
Entering Unmasked Estep 
Score: -38075576.000000 Penalty: 6296.906738
	Iteration 52Q: 3 clusters Score -3.807558e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 308127 members 
Entering Unmasked Estep 
Score: -38075584.000000 Penalty: 6296.906738
	Iteration 53Q: 3 clusters Score -3.807558e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 308222 members 
Entering Unmasked Estep 
Score: -38075556.000000 Penalty: 6296.906738
	Iteration 54Q: 3 clusters Score -3.807556e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 308321 members 
Entering Unmasked Estep 
Score: -38075528.000000 Penalty: 6296.906738
	Iteration 55Q: 3 clusters Score -3.807553e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 308430 members 
Entering Unmasked Estep 
Score: -38075504.000000 Penalty: 6296.906738
	Iteration 56Q: 3 clusters Score -3.80755e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 308519 members 
Entering Unmasked Estep 
Score: -38075444.000000 Penalty: 6296.906738
	Iteration 57Q: 3 clusters Score -3.807544e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 308614 members 
Entering Unmasked Estep 
Score: -38075316.000000 Penalty: 6296.906738
	Iteration 58Q: 3 clusters Score -3.807532e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 308692 members 
Entering Unmasked Estep 
Score: -38075272.000000 Penalty: 6296.906738
	Iteration 59Q: 3 clusters Score -3.807527e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 308762 members 
Entering Unmasked Estep 
Score: -38075220.000000 Penalty: 6296.906738
	Iteration 60F: 3 clusters Score -3.807522e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 308812 members 
Entering Unmasked Estep 
Score: -38075232.000000 Penalty: 6296.906738
	Iteration 61Q: 3 clusters Score -3.807523e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 308857 members 
Entering Unmasked Estep 
Score: -38075204.000000 Penalty: 6296.906738
	Iteration 62Q: 3 clusters Score -3.80752e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 308900 members 
Entering Unmasked Estep 
Score: -38075180.000000 Penalty: 6296.906738
	Iteration 63Q: 3 clusters Score -3.807518e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 308952 members 
Entering Unmasked Estep 
Score: -38075152.000000 Penalty: 6296.906738
	Iteration 64Q: 3 clusters Score -3.807515e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 308998 members 
Entering Unmasked Estep 
Score: -38075144.000000 Penalty: 6296.906738
	Iteration 65Q: 3 clusters Score -3.807514e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 309057 members 
Entering Unmasked Estep 
Score: -38075124.000000 Penalty: 6296.906738
	Iteration 66Q: 3 clusters Score -3.807512e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 309102 members 
Entering Unmasked Estep 
Score: -38075056.000000 Penalty: 6296.906738
	Iteration 67Q: 3 clusters Score -3.807506e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 309149 members 
Entering Unmasked Estep 
Score: -38075048.000000 Penalty: 6296.906738
	Iteration 68Q: 3 clusters Score -3.807505e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 309199 members 
Entering Unmasked Estep 
Score: -38075024.000000 Penalty: 6296.906738
	Iteration 69Q: 3 clusters Score -3.807502e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 309236 members 
Entering Unmasked Estep 
Score: -38075008.000000 Penalty: 6296.906738
	Iteration 70Q: 3 clusters Score -3.807501e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 309276 members 
Entering Unmasked Estep 
Score: -38074948.000000 Penalty: 6296.906738
	Iteration 71Q: 3 clusters Score -3.807495e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 309319 members 
Entering Unmasked Estep 
Score: -38074964.000000 Penalty: 6296.906738
	Iteration 72Q: 3 clusters Score -3.807496e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16860 members 
Mstep: Class 2 contains 309376 members 
Entering Unmasked Estep 
Score: -38075024.000000 Penalty: 6296.906738
	Iteration 73Q: 3 clusters Score -3.807502e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16816 members 
Mstep: Class 2 contains 309420 members 
Entering Unmasked Estep 
Score: -38075032.000000 Penalty: 6296.906738
	Iteration 74Q: 3 clusters Score -3.807503e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 309470 members 
Entering Unmasked Estep 
Score: -38074976.000000 Penalty: 6296.906738
	Iteration 75Q: 3 clusters Score -3.807498e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 309515 members 
Entering Unmasked Estep 
Score: -38074912.000000 Penalty: 6296.906738
	Iteration 76Q: 3 clusters Score -3.807491e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 309550 members 
Entering Unmasked Estep 
Score: -38074896.000000 Penalty: 6296.906738
	Iteration 77Q: 3 clusters Score -3.80749e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 309587 members 
Entering Unmasked Estep 
Score: -38074860.000000 Penalty: 6296.906738
	Iteration 78Q: 3 clusters Score -3.807486e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 309627 members 
Entering Unmasked Estep 
Score: -38074788.000000 Penalty: 6296.906738
	Iteration 79Q: 3 clusters Score -3.807479e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 309671 members 
Entering Unmasked Estep 
Score: -38074760.000000 Penalty: 6296.906738
	Iteration 80F: 3 clusters Score -3.807476e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 309701 members 
Entering Unmasked Estep 
Score: -38074740.000000 Penalty: 6296.906738
	Iteration 81Q: 3 clusters Score -3.807474e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 309720 members 
Entering Unmasked Estep 
Score: -38074704.000000 Penalty: 6296.906738
	Iteration 82Q: 3 clusters Score -3.80747e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 309732 members 
Entering Unmasked Estep 
Score: -38074696.000000 Penalty: 6296.906738
	Iteration 83Q: 3 clusters Score -3.80747e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 309739 members 
Entering Unmasked Estep 
Score: -38074700.000000 Penalty: 6296.906738
	Iteration 84Q: 3 clusters Score -3.80747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 309750 members 
Entering Unmasked Estep 
Score: -38074664.000000 Penalty: 6296.906738
	Iteration 85Q: 3 clusters Score -3.807466e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 309757 members 
Entering Unmasked Estep 
Score: -38074680.000000 Penalty: 6296.906738
	Iteration 86Q: 3 clusters Score -3.807468e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 309767 members 
Entering Unmasked Estep 
Score: -38074668.000000 Penalty: 6296.906738
	Iteration 87Q: 3 clusters Score -3.807467e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 309778 members 
Entering Unmasked Estep 
Score: -38074652.000000 Penalty: 6296.906738
	Iteration 88Q: 3 clusters Score -3.807465e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16435 members 
Mstep: Class 2 contains 309801 members 
Entering Unmasked Estep 
Score: -38074684.000000 Penalty: 6296.906738
	Iteration 89Q: 3 clusters Score -3.807468e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 309826 members 
Entering Unmasked Estep 
Score: -38074668.000000 Penalty: 6296.906738
	Iteration 90Q: 3 clusters Score -3.807467e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 309846 members 
Entering Unmasked Estep 
Score: -38074652.000000 Penalty: 6296.906738
	Iteration 91Q: 3 clusters Score -3.807465e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 309865 members 
Entering Unmasked Estep 
Score: -38074640.000000 Penalty: 6296.906738
	Iteration 92Q: 3 clusters Score -3.807464e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 309879 members 
Entering Unmasked Estep 
Score: -38074644.000000 Penalty: 6296.906738
	Iteration 93Q: 3 clusters Score -3.807464e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 309896 members 
Entering Unmasked Estep 
Score: -38074612.000000 Penalty: 6296.906738
	Iteration 94Q: 3 clusters Score -3.807461e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 309916 members 
Entering Unmasked Estep 
Score: -38074572.000000 Penalty: 6296.906738
	Iteration 95Q: 3 clusters Score -3.807457e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 309932 members 
Entering Unmasked Estep 
Score: -38074568.000000 Penalty: 6296.906738
	Iteration 96Q: 3 clusters Score -3.807457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 309941 members 
Entering Unmasked Estep 
Score: -38074588.000000 Penalty: 6296.906738
	Iteration 97Q: 3 clusters Score -3.807459e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16282 members 
Mstep: Class 2 contains 309954 members 
Entering Unmasked Estep 
Score: -38074544.000000 Penalty: 6296.906738
	Iteration 98Q: 3 clusters Score -3.807454e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 309965 members 
Entering Unmasked Estep 
Score: -38074544.000000 Penalty: 6296.906738
	Iteration 99Q: 3 clusters Score -3.807454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 309975 members 
Entering Unmasked Estep 
Score: -38074544.000000 Penalty: 6296.906738
	Iteration 100F: 3 clusters Score -3.807454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 309985 members 
Entering Unmasked Estep 
Score: -38074544.000000 Penalty: 6296.906738
	Iteration 101Q: 3 clusters Score -3.807454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 309993 members 
Entering Unmasked Estep 
Score: -38074548.000000 Penalty: 6296.906738
	Iteration 102Q: 3 clusters Score -3.807455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 309999 members 
Entering Unmasked Estep 
Score: -38074544.000000 Penalty: 6296.906738
	Iteration 103Q: 3 clusters Score -3.807454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 310004 members 
Entering Unmasked Estep 
Score: -38074532.000000 Penalty: 6296.906738
	Iteration 104Q: 3 clusters Score -3.807453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 310011 members 
Entering Unmasked Estep 
Score: -38074536.000000 Penalty: 6296.906738
	Iteration 105Q: 3 clusters Score -3.807454e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 310019 members 
Entering Unmasked Estep 
Score: -38074540.000000 Penalty: 6296.906738
	Iteration 106Q: 3 clusters Score -3.807454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 310026 members 
Entering Unmasked Estep 
Score: -38074552.000000 Penalty: 6296.906738
	Iteration 107Q: 3 clusters Score -3.807455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 310032 members 
Entering Unmasked Estep 
Score: -38074580.000000 Penalty: 6296.906738
	Iteration 108Q: 3 clusters Score -3.807458e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 310035 members 
Entering Unmasked Estep 
Score: -38074572.000000 Penalty: 6296.906738
	Iteration 109Q: 3 clusters Score -3.807457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 310038 members 
Entering Unmasked Estep 
Score: -38074564.000000 Penalty: 6296.906738
	Iteration 110Q: 3 clusters Score -3.807456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 310041 members 
Entering Unmasked Estep 
Score: -38074552.000000 Penalty: 6296.906738
	Iteration 111Q: 3 clusters Score -3.807455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 310044 members 
Entering Unmasked Estep 
Score: -38074560.000000 Penalty: 6296.906738
	Iteration 112Q: 3 clusters Score -3.807456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 310047 members 
Entering Unmasked Estep 
Score: -38074552.000000 Penalty: 6296.906738
	Iteration 113Q: 3 clusters Score -3.807455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 310051 members 
Entering Unmasked Estep 
Score: -38074560.000000 Penalty: 6296.906738
	Iteration 114Q: 3 clusters Score -3.807456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 310053 members 
Entering Unmasked Estep 
Score: -38074552.000000 Penalty: 6296.906738
	Iteration 115Q: 3 clusters Score -3.807455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 310055 members 
Entering Unmasked Estep 
Score: -38074548.000000 Penalty: 6296.906738
	Iteration 116Q: 3 clusters Score -3.807455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 310055 members 
Entering Unmasked Estep 
Score: -38074548.000000 Penalty: 6296.906738
	Iteration 117F: 3 clusters Score -3.807455e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 15998 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 185052 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 16181 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 278740 members 
Mstep: Class 10 contains 32361 members 
Mstep: Class 11 contains 35422 members 
Mstep: Class 12 contains 41872 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 274424 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 37889 members 
Mstep: Class 17 contains 46008 members 
Mstep: Class 18 contains 62450 members 
Mstep: Class 19 contains 10789 members 
Mstep: Class 20 contains 310055 members 
Entering Unmasked Estep 
Score: -161118816.000000 Penalty: 70259.523438
Splitting cluster 7 changes total score from -161098144.000000 to -161118816.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 8 (946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Entering Unmasked Estep 
Score: -92748.914062 Penalty: 1699.356079
	Iteration 0F: 2 clusters Score -92748.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -90867.039062 Penalty: 3398.712158
	Iteration 0F: 3 clusters Score -90867.04 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -91207.578125 Penalty: 3398.712158
	Iteration 1F: 3 clusters Score -91207.58 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -91356.015625 Penalty: 3398.712158
	Iteration 2F: 3 clusters Score -91356.02 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -91430.828125 Penalty: 3398.712158
	Iteration 3Q: 3 clusters Score -91430.83 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -91484.570312 Penalty: 3398.712158
	Iteration 4Q: 3 clusters Score -91484.57 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -91510.804688 Penalty: 3398.712158
	Iteration 5Q: 3 clusters Score -91510.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -91532.992188 Penalty: 3398.712158
	Iteration 6Q: 3 clusters Score -91532.99 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -91552.718750 Penalty: 3398.712158
	Iteration 7Q: 3 clusters Score -91552.72 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -91569.148438 Penalty: 3398.712158
	Iteration 8Q: 3 clusters Score -91569.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -91573.851562 Penalty: 3398.712158
	Iteration 9Q: 3 clusters Score -91573.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91574.812500 Penalty: 3398.712158
	Iteration 10Q: 3 clusters Score -91574.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -91574.812500 Penalty: 3398.712158
	Iteration 11F: 3 clusters Score -91574.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (32361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32361 members 
Entering Unmasked Estep 
Score: -3189620.500000 Penalty: 2575.407959
	Iteration 0F: 2 clusters Score -3189620 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -3167549.500000 Penalty: 5150.815918
	Iteration 0F: 3 clusters Score -3167550 nChanged 14527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -3175735.000000 Penalty: 5150.815918
	Iteration 1F: 3 clusters Score -3175735 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -3176889.250000 Penalty: 5150.815918
	Iteration 2F: 3 clusters Score -3176889 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3178305.500000 Penalty: 5150.815918
	Iteration 3F: 3 clusters Score -3178306 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3179984.750000 Penalty: 5150.815918
	Iteration 4F: 3 clusters Score -3179985 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -3181922.750000 Penalty: 5150.815918
	Iteration 5F: 3 clusters Score -3181923 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20273 members 
Mstep: Class 2 contains 12088 members 
Entering Unmasked Estep 
Score: -3183684.500000 Penalty: 5150.815918
	Iteration 6F: 3 clusters Score -3183684 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3185132.250000 Penalty: 5150.815918
	Iteration 7F: 3 clusters Score -3185132 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3186501.250000 Penalty: 5150.815918
	Iteration 8F: 3 clusters Score -3186501 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22476 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -3187710.000000 Penalty: 5150.815918
	Iteration 9Q: 3 clusters Score -3187710 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -3188788.250000 Penalty: 5150.815918
	Iteration 10Q: 3 clusters Score -3188788 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 9046 members 
Entering Unmasked Estep 
Score: -3189691.500000 Penalty: 5150.815918
	Iteration 11Q: 3 clusters Score -3189692 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -3190460.500000 Penalty: 5150.815918
	Iteration 12Q: 3 clusters Score -3190460 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -3191032.500000 Penalty: 5150.815918
	Iteration 13Q: 3 clusters Score -3191032 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -3191365.000000 Penalty: 5150.815918
	Iteration 14Q: 3 clusters Score -3191365 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3191587.250000 Penalty: 5150.815918
	Iteration 15Q: 3 clusters Score -3191587 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -3191726.000000 Penalty: 5150.815918
	Iteration 16Q: 3 clusters Score -3191726 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24616 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -3191801.250000 Penalty: 5150.815918
	Iteration 17Q: 3 clusters Score -3191801 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -3191852.250000 Penalty: 5150.815918
	Iteration 18Q: 3 clusters Score -3191852 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -3191883.000000 Penalty: 5150.815918
	Iteration 19Q: 3 clusters Score -3191883 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -3191919.750000 Penalty: 5150.815918
	Iteration 20F: 3 clusters Score -3191920 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25048 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -3191947.500000 Penalty: 5150.815918
	Iteration 21Q: 3 clusters Score -3191948 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25128 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3191959.750000 Penalty: 5150.815918
	Iteration 22Q: 3 clusters Score -3191960 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -3191966.250000 Penalty: 5150.815918
	Iteration 23Q: 3 clusters Score -3191966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -3191999.500000 Penalty: 5150.815918
	Iteration 24Q: 3 clusters Score -3192000 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -3192033.500000 Penalty: 5150.815918
	Iteration 25Q: 3 clusters Score -3192034 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -3192067.000000 Penalty: 5150.815918
	Iteration 26Q: 3 clusters Score -3192067 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -3192118.500000 Penalty: 5150.815918
	Iteration 27Q: 3 clusters Score -3192118 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3192150.000000 Penalty: 5150.815918
	Iteration 28Q: 3 clusters Score -3192150 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3192188.000000 Penalty: 5150.815918
	Iteration 29Q: 3 clusters Score -3192188 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3192202.000000 Penalty: 5150.815918
	Iteration 30Q: 3 clusters Score -3192202 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -3192222.000000 Penalty: 5150.815918
	Iteration 31Q: 3 clusters Score -3192222 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -3192237.750000 Penalty: 5150.815918
	Iteration 32Q: 3 clusters Score -3192238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -3192249.250000 Penalty: 5150.815918
	Iteration 33Q: 3 clusters Score -3192249 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -3192243.750000 Penalty: 5150.815918
	Iteration 34Q: 3 clusters Score -3192244 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -3192251.000000 Penalty: 5150.815918
	Iteration 35Q: 3 clusters Score -3192251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -3192255.750000 Penalty: 5150.815918
	Iteration 36Q: 3 clusters Score -3192256 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -3192257.000000 Penalty: 5150.815918
	Iteration 37Q: 3 clusters Score -3192257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -3192263.500000 Penalty: 5150.815918
	Iteration 38Q: 3 clusters Score -3192264 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -3192259.500000 Penalty: 5150.815918
	Iteration 39Q: 3 clusters Score -3192260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 6300 members 
Entering Unmasked Estep 
Score: -3192266.000000 Penalty: 5150.815918
	Iteration 40F: 3 clusters Score -3192266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -3192259.750000 Penalty: 5150.815918
	Iteration 41Q: 3 clusters Score -3192260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26068 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -3192267.500000 Penalty: 5150.815918
	Iteration 42Q: 3 clusters Score -3192268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -3192271.000000 Penalty: 5150.815918
	Iteration 43Q: 3 clusters Score -3192271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -3192271.500000 Penalty: 5150.815918
	Iteration 44Q: 3 clusters Score -3192272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3192273.500000 Penalty: 5150.815918
	Iteration 45Q: 3 clusters Score -3192274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -3192273.500000 Penalty: 5150.815918
	Iteration 46F: 3 clusters Score -3192274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 15998 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 185052 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 16181 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 278740 members 
Mstep: Class 10 contains 26073 members 
Mstep: Class 11 contains 35422 members 
Mstep: Class 12 contains 41872 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 274424 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 37889 members 
Mstep: Class 17 contains 46008 members 
Mstep: Class 18 contains 62450 members 
Mstep: Class 19 contains 10789 members 
Mstep: Class 20 contains 310055 members 
Mstep: Class 21 contains 6288 members 
Entering Unmasked Estep 
Score: -161120448.000000 Penalty: 73772.500000
Splitting cluster 10 changes total score from -161098144.000000 to -161120448.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 11 (35422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Entering Unmasked Estep 
Score: -3945841.250000 Penalty: 2597.821777
	Iteration 0F: 2 clusters Score -3945841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -3921663.000000 Penalty: 5195.643555
	Iteration 0F: 3 clusters Score -3921663 nChanged 16189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3930674.500000 Penalty: 5195.643555
	Iteration 1F: 3 clusters Score -3930674 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -3931331.750000 Penalty: 5195.643555
	Iteration 2Q: 3 clusters Score -3931332 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -3932138.000000 Penalty: 5195.643555
	Iteration 3Q: 3 clusters Score -3932138 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3933218.000000 Penalty: 5195.643555
	Iteration 4F: 3 clusters Score -3933218 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 19291 members 
Entering Unmasked Estep 
Score: -3934700.250000 Penalty: 5195.643555
	Iteration 5F: 3 clusters Score -3934700 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -3936500.000000 Penalty: 5195.643555
	Iteration 6F: 3 clusters Score -3936500 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -3938215.750000 Penalty: 5195.643555
	Iteration 7F: 3 clusters Score -3938216 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 20387 members 
Entering Unmasked Estep 
Score: -3939821.000000 Penalty: 5195.643555
	Iteration 8F: 3 clusters Score -3939821 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -3941369.250000 Penalty: 5195.643555
	Iteration 9F: 3 clusters Score -3941369 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -3942661.250000 Penalty: 5195.643555
	Iteration 10F: 3 clusters Score -3942661 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -3943805.750000 Penalty: 5195.643555
	Iteration 11Q: 3 clusters Score -3943806 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3944878.500000 Penalty: 5195.643555
	Iteration 12Q: 3 clusters Score -3944878 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16828 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -3945908.000000 Penalty: 5195.643555
	Iteration 13Q: 3 clusters Score -3945908 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -3946900.250000 Penalty: 5195.643555
	Iteration 14Q: 3 clusters Score -3946900 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -3947672.500000 Penalty: 5195.643555
	Iteration 15Q: 3 clusters Score -3947672 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -3948295.750000 Penalty: 5195.643555
	Iteration 16Q: 3 clusters Score -3948296 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 18222 members 
Entering Unmasked Estep 
Score: -3948714.250000 Penalty: 5195.643555
	Iteration 17Q: 3 clusters Score -3948714 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -3949000.750000 Penalty: 5195.643555
	Iteration 18Q: 3 clusters Score -3949001 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -3949200.750000 Penalty: 5195.643555
	Iteration 19Q: 3 clusters Score -3949201 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -3949303.750000 Penalty: 5195.643555
	Iteration 20F: 3 clusters Score -3949304 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -3949370.500000 Penalty: 5195.643555
	Iteration 21Q: 3 clusters Score -3949370 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -3949396.000000 Penalty: 5195.643555
	Iteration 22Q: 3 clusters Score -3949396 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -3949431.750000 Penalty: 5195.643555
	Iteration 23Q: 3 clusters Score -3949432 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -3949457.750000 Penalty: 5195.643555
	Iteration 24Q: 3 clusters Score -3949458 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 18784 members 
Entering Unmasked Estep 
Score: -3949473.000000 Penalty: 5195.643555
	Iteration 25Q: 3 clusters Score -3949473 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3949460.000000 Penalty: 5195.643555
	Iteration 26Q: 3 clusters Score -3949460 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -3949491.500000 Penalty: 5195.643555
	Iteration 27Q: 3 clusters Score -3949492 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -3949487.000000 Penalty: 5195.643555
	Iteration 28Q: 3 clusters Score -3949487 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -3949510.250000 Penalty: 5195.643555
	Iteration 29Q: 3 clusters Score -3949510 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -3949505.500000 Penalty: 5195.643555
	Iteration 30Q: 3 clusters Score -3949506 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16401 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -3949504.000000 Penalty: 5195.643555
	Iteration 31Q: 3 clusters Score -3949504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -3949506.250000 Penalty: 5195.643555
	Iteration 32Q: 3 clusters Score -3949506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3949515.500000 Penalty: 5195.643555
	Iteration 33Q: 3 clusters Score -3949516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3949515.750000 Penalty: 5195.643555
	Iteration 34Q: 3 clusters Score -3949516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3949511.750000 Penalty: 5195.643555
	Iteration 35Q: 3 clusters Score -3949512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -3949514.750000 Penalty: 5195.643555
	Iteration 36Q: 3 clusters Score -3949515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -3949517.000000 Penalty: 5195.643555
	Iteration 37Q: 3 clusters Score -3949517 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3949518.750000 Penalty: 5195.643555
	Iteration 38Q: 3 clusters Score -3949519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3949518.750000 Penalty: 5195.643555
	Iteration 39F: 3 clusters Score -3949519 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 15998 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 185052 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 16181 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 278740 members 
Mstep: Class 10 contains 26073 members 
Mstep: Class 11 contains 16335 members 
Mstep: Class 12 contains 41872 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 274424 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 37889 members 
Mstep: Class 17 contains 46008 members 
Mstep: Class 18 contains 62450 members 
Mstep: Class 19 contains 10789 members 
Mstep: Class 20 contains 310055 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 19087 members 
Entering Unmasked Estep 
Score: -161122992.000000 Penalty: 77285.476562
Splitting cluster 11 changes total score from -161098144.000000 to -161122992.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 12 (41872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Entering Unmasked Estep 
Score: -4646894.000000 Penalty: 2639.308594
	Iteration 0F: 2 clusters Score -4646894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -4619164.500000 Penalty: 5278.617188
	Iteration 0F: 3 clusters Score -4619164 nChanged 19361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -4662833.500000 Penalty: 5278.617188
	Iteration 1F: 3 clusters Score -4662834 nChanged 10868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -4684556.500000 Penalty: 5278.617188
	Iteration 2F: 3 clusters Score -4684556 nChanged 4833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4692194.000000 Penalty: 5278.617188
	Iteration 3F: 3 clusters Score -4692194 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4693689.500000 Penalty: 5278.617188
	Iteration 4Q: 3 clusters Score -4693690 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40410 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4694067.500000 Penalty: 5278.617188
	Iteration 5Q: 3 clusters Score -4694068 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40590 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -4694245.000000 Penalty: 5278.617188
	Iteration 6Q: 3 clusters Score -4694245 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40697 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -4694356.000000 Penalty: 5278.617188
	Iteration 7Q: 3 clusters Score -4694356 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -4694456.500000 Penalty: 5278.617188
	Iteration 8Q: 3 clusters Score -4694456 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40816 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -4694596.500000 Penalty: 5278.617188
	Iteration 9Q: 3 clusters Score -4694596 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -4694733.500000 Penalty: 5278.617188
	Iteration 10Q: 3 clusters Score -4694734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -4694904.000000 Penalty: 5278.617188
	Iteration 11Q: 3 clusters Score -4694904 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40943 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -4695072.000000 Penalty: 5278.617188
	Iteration 12Q: 3 clusters Score -4695072 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40970 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -4695259.500000 Penalty: 5278.617188
	Iteration 13Q: 3 clusters Score -4695260 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40998 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -4695418.500000 Penalty: 5278.617188
	Iteration 14Q: 3 clusters Score -4695418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -4695620.500000 Penalty: 5278.617188
	Iteration 15Q: 3 clusters Score -4695620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -4695859.000000 Penalty: 5278.617188
	Iteration 16Q: 3 clusters Score -4695859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -4695944.000000 Penalty: 5278.617188
	Iteration 17Q: 3 clusters Score -4695944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -4695949.500000 Penalty: 5278.617188
	Iteration 18Q: 3 clusters Score -4695950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41063 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -4695953.500000 Penalty: 5278.617188
	Iteration 19Q: 3 clusters Score -4695954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41068 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -4695953.500000 Penalty: 5278.617188
	Iteration 20F: 3 clusters Score -4695954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41070 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -4695957.500000 Penalty: 5278.617188
	Iteration 21Q: 3 clusters Score -4695958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41071 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -4695964.500000 Penalty: 5278.617188
	Iteration 22Q: 3 clusters Score -4695964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41072 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -4695962.500000 Penalty: 5278.617188
	Iteration 23Q: 3 clusters Score -4695962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -4695962.500000 Penalty: 5278.617188
	Iteration 24Q: 3 clusters Score -4695962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4695961.000000 Penalty: 5278.617188
	Iteration 25Q: 3 clusters Score -4695961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4695961.000000 Penalty: 5278.617188
	Iteration 26F: 3 clusters Score -4695961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 15998 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 185052 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 16181 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 278740 members 
Mstep: Class 10 contains 26073 members 
Mstep: Class 11 contains 16335 members 
Mstep: Class 12 contains 41074 members 
Mstep: Class 13 contains 10764 members 
Mstep: Class 14 contains 274424 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 37889 members 
Mstep: Class 17 contains 46008 members 
Mstep: Class 18 contains 62450 members 
Mstep: Class 19 contains 10789 members 
Mstep: Class 20 contains 310055 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 19087 members 
Mstep: Class 23 contains 798 members 
Entering Unmasked Estep 
Score: -161163424.000000 Penalty: 80798.445312
Splitting cluster 12 changes total score from -161098144.000000 to -161163424.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 13 (10764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Entering Unmasked Estep 
Score: -907197.937500 Penalty: 2302.422607
	Iteration 0F: 2 clusters Score -907197.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -899174.500000 Penalty: 4604.845215
	Iteration 0F: 3 clusters Score -899174.5 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -902233.750000 Penalty: 4604.845215
	Iteration 1F: 3 clusters Score -902233.8 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -902953.062500 Penalty: 4604.845215
	Iteration 2F: 3 clusters Score -902953.1 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -903872.000000 Penalty: 4604.845215
	Iteration 3F: 3 clusters Score -903872 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -905323.062500 Penalty: 4604.845215
	Iteration 4F: 3 clusters Score -905323.1 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -907386.437500 Penalty: 4604.845215
	Iteration 5F: 3 clusters Score -907386.4 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -909347.562500 Penalty: 4604.845215
	Iteration 6F: 3 clusters Score -909347.6 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -910489.562500 Penalty: 4604.845215
	Iteration 7F: 3 clusters Score -910489.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -910971.687500 Penalty: 4604.845215
	Iteration 8Q: 3 clusters Score -910971.7 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -911189.125000 Penalty: 4604.845215
	Iteration 9Q: 3 clusters Score -911189.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -911276.750000 Penalty: 4604.845215
	Iteration 10Q: 3 clusters Score -911276.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -911302.812500 Penalty: 4604.845215
	Iteration 11Q: 3 clusters Score -911302.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -911315.375000 Penalty: 4604.845215
	Iteration 12Q: 3 clusters Score -911315.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -911321.312500 Penalty: 4604.845215
	Iteration 13Q: 3 clusters Score -911321.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -911321.312500 Penalty: 4604.845215
	Iteration 14Q: 3 clusters Score -911321.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -911322.875000 Penalty: 4604.845215
	Iteration 15Q: 3 clusters Score -911322.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -911325.000000 Penalty: 4604.845215
	Iteration 16Q: 3 clusters Score -911325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -911324.687500 Penalty: 4604.845215
	Iteration 17Q: 3 clusters Score -911324.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -911325.000000 Penalty: 4604.845215
	Iteration 18Q: 3 clusters Score -911325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -911324.125000 Penalty: 4604.845215
	Iteration 19Q: 3 clusters Score -911324.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -911325.812500 Penalty: 4604.845215
	Iteration 20F: 3 clusters Score -911325.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 15998 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 185052 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 16181 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 278740 members 
Mstep: Class 10 contains 26073 members 
Mstep: Class 11 contains 16335 members 
Mstep: Class 12 contains 41074 members 
Mstep: Class 13 contains 7324 members 
Mstep: Class 14 contains 274424 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 37889 members 
Mstep: Class 17 contains 46008 members 
Mstep: Class 18 contains 62450 members 
Mstep: Class 19 contains 10789 members 
Mstep: Class 20 contains 310055 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 19087 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 3440 members 
Entering Unmasked Estep 
Score: -161165456.000000 Penalty: 84311.421875
Splitting cluster 13 changes total score from -161098144.000000 to -161165456.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 14 (274424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274424 members 
Entering Unmasked Estep 
Score: -32282240.000000 Penalty: 3105.562500
	Iteration 0F: 2 clusters Score -3.228224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137271 members 
Mstep: Class 2 contains 137153 members 
Entering Unmasked Estep 
Score: -32114242.000000 Penalty: 6211.125000
	Iteration 0F: 3 clusters Score -3.211424e+07 nChanged 132571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138724 members 
Mstep: Class 2 contains 135700 members 
Entering Unmasked Estep 
Score: -32195166.000000 Penalty: 6211.125000
	Iteration 1F: 3 clusters Score -3.219517e+07 nChanged 11281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140783 members 
Mstep: Class 2 contains 133641 members 
Entering Unmasked Estep 
Score: -32199516.000000 Penalty: 6211.125000
	Iteration 2Q: 3 clusters Score -3.219952e+07 nChanged 13424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143955 members 
Mstep: Class 2 contains 130469 members 
Entering Unmasked Estep 
Score: -32206344.000000 Penalty: 6211.125000
	Iteration 3Q: 3 clusters Score -3.220634e+07 nChanged 15753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148522 members 
Mstep: Class 2 contains 125902 members 
Entering Unmasked Estep 
Score: -32214502.000000 Penalty: 6211.125000
	Iteration 4F: 3 clusters Score -3.22145e+07 nChanged 17617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154807 members 
Mstep: Class 2 contains 119617 members 
Entering Unmasked Estep 
Score: -32223778.000000 Penalty: 6211.125000
	Iteration 5F: 3 clusters Score -3.222378e+07 nChanged 17481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162584 members 
Mstep: Class 2 contains 111840 members 
Entering Unmasked Estep 
Score: -32233540.000000 Penalty: 6211.125000
	Iteration 6F: 3 clusters Score -3.223354e+07 nChanged 16284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171228 members 
Mstep: Class 2 contains 103196 members 
Entering Unmasked Estep 
Score: -32242016.000000 Penalty: 6211.125000
	Iteration 7F: 3 clusters Score -3.224202e+07 nChanged 14206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179826 members 
Mstep: Class 2 contains 94598 members 
Entering Unmasked Estep 
Score: -32249358.000000 Penalty: 6211.125000
	Iteration 8F: 3 clusters Score -3.224936e+07 nChanged 12148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187960 members 
Mstep: Class 2 contains 86464 members 
Entering Unmasked Estep 
Score: -32255224.000000 Penalty: 6211.125000
	Iteration 9Q: 3 clusters Score -3.225522e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195235 members 
Mstep: Class 2 contains 79189 members 
Entering Unmasked Estep 
Score: -32259634.000000 Penalty: 6211.125000
	Iteration 10Q: 3 clusters Score -3.225963e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201558 members 
Mstep: Class 2 contains 72866 members 
Entering Unmasked Estep 
Score: -32262840.000000 Penalty: 6211.125000
	Iteration 11Q: 3 clusters Score -3.226284e+07 nChanged 6958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206886 members 
Mstep: Class 2 contains 67538 members 
Entering Unmasked Estep 
Score: -32265006.000000 Penalty: 6211.125000
	Iteration 12Q: 3 clusters Score -3.226501e+07 nChanged 5669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211557 members 
Mstep: Class 2 contains 62867 members 
Entering Unmasked Estep 
Score: -32266074.000000 Penalty: 6211.125000
	Iteration 13Q: 3 clusters Score -3.226607e+07 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215727 members 
Mstep: Class 2 contains 58697 members 
Entering Unmasked Estep 
Score: -32266908.000000 Penalty: 6211.125000
	Iteration 14Q: 3 clusters Score -3.226691e+07 nChanged 4195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219440 members 
Mstep: Class 2 contains 54984 members 
Entering Unmasked Estep 
Score: -32267412.000000 Penalty: 6211.125000
	Iteration 15Q: 3 clusters Score -3.226741e+07 nChanged 3882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222908 members 
Mstep: Class 2 contains 51516 members 
Entering Unmasked Estep 
Score: -32268284.000000 Penalty: 6211.125000
	Iteration 16Q: 3 clusters Score -3.226828e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226129 members 
Mstep: Class 2 contains 48295 members 
Entering Unmasked Estep 
Score: -32269048.000000 Penalty: 6211.125000
	Iteration 17Q: 3 clusters Score -3.226905e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229062 members 
Mstep: Class 2 contains 45362 members 
Entering Unmasked Estep 
Score: -32269864.000000 Penalty: 6211.125000
	Iteration 18Q: 3 clusters Score -3.226986e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231855 members 
Mstep: Class 2 contains 42569 members 
Entering Unmasked Estep 
Score: -32270666.000000 Penalty: 6211.125000
	Iteration 19Q: 3 clusters Score -3.227067e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234440 members 
Mstep: Class 2 contains 39984 members 
Entering Unmasked Estep 
Score: -32271424.000000 Penalty: 6211.125000
	Iteration 20F: 3 clusters Score -3.227142e+07 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236839 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -32272232.000000 Penalty: 6211.125000
	Iteration 21Q: 3 clusters Score -3.227223e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239043 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -32272772.000000 Penalty: 6211.125000
	Iteration 22Q: 3 clusters Score -3.227277e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241021 members 
Mstep: Class 2 contains 33403 members 
Entering Unmasked Estep 
Score: -32273212.000000 Penalty: 6211.125000
	Iteration 23Q: 3 clusters Score -3.227321e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242859 members 
Mstep: Class 2 contains 31565 members 
Entering Unmasked Estep 
Score: -32273612.000000 Penalty: 6211.125000
	Iteration 24Q: 3 clusters Score -3.227361e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244526 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -32274074.000000 Penalty: 6211.125000
	Iteration 25Q: 3 clusters Score -3.227407e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246127 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -32274462.000000 Penalty: 6211.125000
	Iteration 26Q: 3 clusters Score -3.227446e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247647 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -32274972.000000 Penalty: 6211.125000
	Iteration 27Q: 3 clusters Score -3.227497e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249043 members 
Mstep: Class 2 contains 25381 members 
Entering Unmasked Estep 
Score: -32275382.000000 Penalty: 6211.125000
	Iteration 28Q: 3 clusters Score -3.227538e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250339 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -32275702.000000 Penalty: 6211.125000
	Iteration 29Q: 3 clusters Score -3.22757e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251657 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -32276098.000000 Penalty: 6211.125000
	Iteration 30Q: 3 clusters Score -3.22761e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252928 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -32276542.000000 Penalty: 6211.125000
	Iteration 31Q: 3 clusters Score -3.227654e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254191 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -32276940.000000 Penalty: 6211.125000
	Iteration 32Q: 3 clusters Score -3.227694e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255354 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -32277366.000000 Penalty: 6211.125000
	Iteration 33Q: 3 clusters Score -3.227737e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256487 members 
Mstep: Class 2 contains 17937 members 
Entering Unmasked Estep 
Score: -32277912.000000 Penalty: 6211.125000
	Iteration 34Q: 3 clusters Score -3.227791e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257558 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -32278362.000000 Penalty: 6211.125000
	Iteration 35Q: 3 clusters Score -3.227836e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258559 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -32278710.000000 Penalty: 6211.125000
	Iteration 36Q: 3 clusters Score -3.227871e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259508 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -32279346.000000 Penalty: 6211.125000
	Iteration 37Q: 3 clusters Score -3.227935e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260389 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -32279836.000000 Penalty: 6211.125000
	Iteration 38Q: 3 clusters Score -3.227984e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261170 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -32280180.000000 Penalty: 6211.125000
	Iteration 39Q: 3 clusters Score -3.228018e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261884 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -32280502.000000 Penalty: 6211.125000
	Iteration 40F: 3 clusters Score -3.22805e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262536 members 
Mstep: Class 2 contains 11888 members 
Entering Unmasked Estep 
Score: -32280808.000000 Penalty: 6211.125000
	Iteration 41Q: 3 clusters Score -3.228081e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263134 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -32281194.000000 Penalty: 6211.125000
	Iteration 42Q: 3 clusters Score -3.228119e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263664 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -32281458.000000 Penalty: 6211.125000
	Iteration 43Q: 3 clusters Score -3.228146e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264127 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -32281774.000000 Penalty: 6211.125000
	Iteration 44Q: 3 clusters Score -3.228177e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264581 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -32281990.000000 Penalty: 6211.125000
	Iteration 45Q: 3 clusters Score -3.228199e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264966 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -32282148.000000 Penalty: 6211.125000
	Iteration 46Q: 3 clusters Score -3.228215e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265320 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -32282348.000000 Penalty: 6211.125000
	Iteration 47Q: 3 clusters Score -3.228235e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265632 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -32282514.000000 Penalty: 6211.125000
	Iteration 48Q: 3 clusters Score -3.228251e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265874 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -32282642.000000 Penalty: 6211.125000
	Iteration 49Q: 3 clusters Score -3.228264e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266068 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -32282766.000000 Penalty: 6211.125000
	Iteration 50Q: 3 clusters Score -3.228277e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266243 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -32282876.000000 Penalty: 6211.125000
	Iteration 51Q: 3 clusters Score -3.228288e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266405 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -32283068.000000 Penalty: 6211.125000
	Iteration 52Q: 3 clusters Score -3.228307e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266536 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -32283094.000000 Penalty: 6211.125000
	Iteration 53Q: 3 clusters Score -3.228309e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266642 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -32283140.000000 Penalty: 6211.125000
	Iteration 54Q: 3 clusters Score -3.228314e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266756 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -32283208.000000 Penalty: 6211.125000
	Iteration 55Q: 3 clusters Score -3.228321e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266860 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -32283194.000000 Penalty: 6211.125000
	Iteration 56Q: 3 clusters Score -3.228319e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266966 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -32283216.000000 Penalty: 6211.125000
	Iteration 57Q: 3 clusters Score -3.228322e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267065 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -32283230.000000 Penalty: 6211.125000
	Iteration 58Q: 3 clusters Score -3.228323e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267130 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -32283232.000000 Penalty: 6211.125000
	Iteration 59Q: 3 clusters Score -3.228323e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267205 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -32283280.000000 Penalty: 6211.125000
	Iteration 60F: 3 clusters Score -3.228328e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267283 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -32283344.000000 Penalty: 6211.125000
	Iteration 61Q: 3 clusters Score -3.228334e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267347 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -32283386.000000 Penalty: 6211.125000
	Iteration 62Q: 3 clusters Score -3.228339e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267402 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -32283422.000000 Penalty: 6211.125000
	Iteration 63Q: 3 clusters Score -3.228342e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267467 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -32283434.000000 Penalty: 6211.125000
	Iteration 64Q: 3 clusters Score -3.228343e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267500 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -32283434.000000 Penalty: 6211.125000
	Iteration 65Q: 3 clusters Score -3.228343e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267535 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -32283418.000000 Penalty: 6211.125000
	Iteration 66Q: 3 clusters Score -3.228342e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267568 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -32283392.000000 Penalty: 6211.125000
	Iteration 67Q: 3 clusters Score -3.228339e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267581 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -32283430.000000 Penalty: 6211.125000
	Iteration 68Q: 3 clusters Score -3.228343e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267599 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -32283460.000000 Penalty: 6211.125000
	Iteration 69Q: 3 clusters Score -3.228346e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267620 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -32283460.000000 Penalty: 6211.125000
	Iteration 70Q: 3 clusters Score -3.228346e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267636 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -32283410.000000 Penalty: 6211.125000
	Iteration 71Q: 3 clusters Score -3.228341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267641 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -32283428.000000 Penalty: 6211.125000
	Iteration 72Q: 3 clusters Score -3.228343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267644 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -32283442.000000 Penalty: 6211.125000
	Iteration 73Q: 3 clusters Score -3.228344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267648 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -32283458.000000 Penalty: 6211.125000
	Iteration 74Q: 3 clusters Score -3.228346e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267649 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -32283470.000000 Penalty: 6211.125000
	Iteration 75Q: 3 clusters Score -3.228347e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267647 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -32283470.000000 Penalty: 6211.125000
	Iteration 76Q: 3 clusters Score -3.228347e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267649 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -32283480.000000 Penalty: 6211.125000
	Iteration 77Q: 3 clusters Score -3.228348e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267648 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -32283486.000000 Penalty: 6211.125000
	Iteration 78Q: 3 clusters Score -3.228349e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267652 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -32283490.000000 Penalty: 6211.125000
	Iteration 79Q: 3 clusters Score -3.228349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267655 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -32283486.000000 Penalty: 6211.125000
	Iteration 80F: 3 clusters Score -3.228349e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267652 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -32283472.000000 Penalty: 6211.125000
	Iteration 81Q: 3 clusters Score -3.228347e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267652 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -32283480.000000 Penalty: 6211.125000
	Iteration 82Q: 3 clusters Score -3.228348e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267655 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -32283468.000000 Penalty: 6211.125000
	Iteration 83Q: 3 clusters Score -3.228347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267658 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -32283450.000000 Penalty: 6211.125000
	Iteration 84Q: 3 clusters Score -3.228345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267659 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -32283468.000000 Penalty: 6211.125000
	Iteration 85Q: 3 clusters Score -3.228347e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267660 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -32283460.000000 Penalty: 6211.125000
	Iteration 86Q: 3 clusters Score -3.228346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267660 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -32283460.000000 Penalty: 6211.125000
	Iteration 87Q: 3 clusters Score -3.228346e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267659 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -32283450.000000 Penalty: 6211.125000
	Iteration 88Q: 3 clusters Score -3.228345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267661 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -32283450.000000 Penalty: 6211.125000
	Iteration 89Q: 3 clusters Score -3.228345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267663 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -32283444.000000 Penalty: 6211.125000
	Iteration 90Q: 3 clusters Score -3.228344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267663 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -32283444.000000 Penalty: 6211.125000
	Iteration 91F: 3 clusters Score -3.228344e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 15998 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 185052 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 6 contains 6922 members 
Mstep: Class 7 contains 16181 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 9 contains 278740 members 
Mstep: Class 10 contains 26073 members 
Mstep: Class 11 contains 16335 members 
Mstep: Class 12 contains 41074 members 
Mstep: Class 13 contains 7324 members 
Mstep: Class 14 contains 267663 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 37889 members 
Mstep: Class 17 contains 46008 members 
Mstep: Class 18 contains 62450 members 
Mstep: Class 19 contains 10789 members 
Mstep: Class 20 contains 310055 members 
Mstep: Class 21 contains 6288 members 
Mstep: Class 22 contains 19087 members 
Mstep: Class 23 contains 798 members 
Mstep: Class 24 contains 3440 members 
Mstep: Class 25 contains 6761 members 
Entering Unmasked Estep 
Score: -161166224.000000 Penalty: 87824.398438
Splitting cluster 14 changes total score from -161098144.000000 to -161166224.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 15 (21421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Entering Unmasked Estep 
Score: -2339644.750000 Penalty: 2473.087402
	Iteration 0F: 2 clusters Score -2339645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -2324678.500000 Penalty: 4946.174805
	Iteration 0F: 3 clusters Score -2324678 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -2329700.000000 Penalty: 4946.174805
	Iteration 1F: 3 clusters Score -2329700 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -2330206.500000 Penalty: 4946.174805
	Iteration 2F: 3 clusters Score -2330206 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2330693.000000 Penalty: 4946.174805
	Iteration 3F: 3 clusters Score -2330693 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -2331164.750000 Penalty: 4946.174805
	Iteration 4Q: 3 clusters Score -2331165 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2331626.000000 Penalty: 4946.174805
	Iteration 5Q: 3 clusters Score -2331626 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -2332095.250000 Penalty: 4946.174805
	Iteration 6Q: 3 clusters Score -2332095 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 11608 members 
Entering Unmasked Estep 
Score: -2332527.750000 Penalty: 4946.174805
	Iteration 7Q: 3 clusters Score -2332528 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2332941.500000 Penalty: 4946.174805
	Iteration 8Q: 3 clusters Score -2332942 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 12168 members 
Entering Unmasked Estep 
Score: -2333325.500000 Penalty: 4946.174805
	Iteration 9Q: 3 clusters Score -2333326 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2333662.750000 Penalty: 4946.174805
	Iteration 10Q: 3 clusters Score -2333663 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2333944.750000 Penalty: 4946.174805
	Iteration 11Q: 3 clusters Score -2333945 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 13010 members 
Entering Unmasked Estep 
Score: -2334141.500000 Penalty: 4946.174805
	Iteration 12Q: 3 clusters Score -2334142 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -2334311.750000 Penalty: 4946.174805
	Iteration 13Q: 3 clusters Score -2334312 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -2334468.250000 Penalty: 4946.174805
	Iteration 14Q: 3 clusters Score -2334468 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2334640.500000 Penalty: 4946.174805
	Iteration 15Q: 3 clusters Score -2334640 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -2334786.000000 Penalty: 4946.174805
	Iteration 16Q: 3 clusters Score -2334786 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2334962.500000 Penalty: 4946.174805
	Iteration 17Q: 3 clusters Score -2334962 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -2335141.750000 Penalty: 4946.174805
	Iteration 18Q: 3 clusters Score -2335142 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -2335316.250000 Penalty: 4946.174805
	Iteration 19Q: 3 clusters Score -2335316 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2335474.250000 Penalty: 4946.174805
	Iteration 20F: 3 clusters Score -2335474 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -2335621.000000 Penalty: 4946.174805
	Iteration 21Q: 3 clusters Score -2335621 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 15580 members 
Entering Unmasked Estep 
Score: -2335737.000000 Penalty: 4946.174805
	Iteration 22Q: 3 clusters Score -2335737 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2335825.250000 Penalty: 4946.174805
	Iteration 23Q: 3 clusters Score -2335825 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2335912.000000 Penalty: 4946.174805
	Iteration 24Q: 3 clusters Score -2335912 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2335968.750000 Penalty: 4946.174805
	Iteration 25Q: 3 clusters Score -2335969 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -2336038.000000 Penalty: 4946.174805
	Iteration 26Q: 3 clusters Score -2336038 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2336098.750000 Penalty: 4946.174805
	Iteration 27Q: 3 clusters Score -2336099 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2336162.500000 Penalty: 4946.174805
	Iteration 28Q: 3 clusters Score -2336162 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 17022 members 
Entering Unmasked Estep 
Score: -2336234.750000 Penalty: 4946.174805
	Iteration 29Q: 3 clusters Score -2336235 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -2336301.750000 Penalty: 4946.174805
	Iteration 30Q: 3 clusters Score -2336302 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -2336356.500000 Penalty: 4946.174805
	Iteration 31Q: 3 clusters Score -2336356 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2336414.500000 Penalty: 4946.174805
	Iteration 32Q: 3 clusters Score -2336414 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -2336483.500000 Penalty: 4946.174805
	Iteration 33Q: 3 clusters Score -2336484 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2336562.000000 Penalty: 4946.174805
	Iteration 34Q: 3 clusters Score -2336562 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 18075 members 
Entering Unmasked Estep 
Score: -2336626.750000 Penalty: 4946.174805
	Iteration 35Q: 3 clusters Score -2336627 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2336700.750000 Penalty: 4946.174805
	Iteration 36Q: 3 clusters Score -2336701 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2336774.750000 Penalty: 4946.174805
	Iteration 37Q: 3 clusters Score -2336775 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2336863.000000 Penalty: 4946.174805
	Iteration 38Q: 3 clusters Score -2336863 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -2336942.000000 Penalty: 4946.174805
	Iteration 39Q: 3 clusters Score -2336942 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2337015.500000 Penalty: 4946.174805
	Iteration 40F: 3 clusters Score -2337016 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2337076.250000 Penalty: 4946.174805
	Iteration 41Q: 3 clusters Score -2337076 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -2337136.500000 Penalty: 4946.174805
	Iteration 42Q: 3 clusters Score -2337136 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2337205.000000 Penalty: 4946.174805
	Iteration 43Q: 3 clusters Score -2337205 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2337243.750000 Penalty: 4946.174805
	Iteration 44Q: 3 clusters Score -2337244 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -2337284.500000 Penalty: 4946.174805
	Iteration 45Q: 3 clusters Score -2337284 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2337316.000000 Penalty: 4946.174805
	Iteration 46Q: 3 clusters Score -2337316 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 19460 members 
Entering Unmasked Estep 
Score: -2337344.000000 Penalty: 4946.174805
	Iteration 47Q: 3 clusters Score -2337344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 19525 members 
Entering Unmasked Estep 
Score: -2337375.000000 Penalty: 4946.174805
	Iteration 48Q: 3 clusters Score -2337375 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -2337401.000000 Penalty: 4946.174805
	Iteration 49Q: 3 clusters Score -2337401 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -2337421.750000 Penalty: 4946.174805
	Iteration 50Q: 3 clusters Score -2337422 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2337449.750000 Penalty: 4946.174805
	Iteration 51Q: 3 clusters Score -2337450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2337475.500000 Penalty: 4946.174805
	Iteration 52Q: 3 clusters Score -2337476 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 19782 members 
Entering Unmasked Estep 
Score: -2337500.250000 Penalty: 4946.174805
	Iteration 53Q: 3 clusters Score -2337500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -2337524.750000 Penalty: 4946.174805
	Iteration 54Q: 3 clusters Score -2337525 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -2337543.500000 Penalty: 4946.174805
	Iteration 55Q: 3 clusters Score -2337544 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -2337554.500000 Penalty: 4946.174805
	Iteration 56Q: 3 clusters Score -2337554 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 19937 members 
Entering Unmasked Estep 
Score: -2337568.250000 Penalty: 4946.174805
	Iteration 57Q: 3 clusters Score -2337568 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2337577.750000 Penalty: 4946.174805
	Iteration 58Q: 3 clusters Score -2337578 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -2337579.750000 Penalty: 4946.174805
	Iteration 59Q: 3 clusters Score -2337580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -2337596.750000 Penalty: 4946.174805
	Iteration 60F: 3 clusters Score -2337597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -2337601.500000 Penalty: 4946.174805
	Iteration 61Q: 3 clusters Score -2337602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -2337609.500000 Penalty: 4946.174805
	Iteration 62Q: 3 clusters Score -2337610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -2337616.750000 Penalty: 4946.174805
	Iteration 63Q: 3 clusters Score -2337617 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2337622.750000 Penalty: 4946.174805
	Iteration 64Q: 3 clusters Score -2337623 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2337633.250000 Penalty: 4946.174805
	Iteration 65Q: 3 clusters Score -2337633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -2337633.500000 Penalty: 4946.174805
	Iteration 66Q: 3 clusters Score -2337634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -2337637.000000 Penalty: 4946.174805
	Iteration 67Q: 3 clusters Score -2337637 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -2337640.500000 Penalty: 4946.174805
	Iteration 68Q: 3 clusters Score -2337640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2337645.750000 Penalty: 4946.174805
	Iteration 69Q: 3 clusters Score -2337646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 20113 members 
Entering Unmasked Estep 
Score: -2337646.250000 Penalty: 4946.174805
	Iteration 70Q: 3 clusters Score -2337646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -2337649.500000 Penalty: 4946.174805
	Iteration 71Q: 3 clusters Score -2337650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -2337650.750000 Penalty: 4946.174805
	Iteration 72Q: 3 clusters Score -2337651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2337649.250000 Penalty: 4946.174805
	Iteration 73Q: 3 clusters Score -2337649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2337650.500000 Penalty: 4946.174805
	Iteration 74Q: 3 clusters Score -2337650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2337650.500000 Penalty: 4946.174805
	Iteration 75F: 3 clusters Score -2337650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37889 members 
Entering Unmasked Estep 
Score: -4494757.500000 Penalty: 2614.519287
	Iteration 0F: 2 clusters Score -4494758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -4469025.000000 Penalty: 5229.038574
	Iteration 0F: 3 clusters Score -4469025 nChanged 17240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4478719.500000 Penalty: 5229.038574
	Iteration 1F: 3 clusters Score -4478720 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 19949 members 
Entering Unmasked Estep 
Score: -4479433.500000 Penalty: 5229.038574
	Iteration 2Q: 3 clusters Score -4479434 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17362 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -4480235.000000 Penalty: 5229.038574
	Iteration 3Q: 3 clusters Score -4480235 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4481204.500000 Penalty: 5229.038574
	Iteration 4F: 3 clusters Score -4481204 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -4482369.000000 Penalty: 5229.038574
	Iteration 5F: 3 clusters Score -4482369 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -4483922.000000 Penalty: 5229.038574
	Iteration 6F: 3 clusters Score -4483922 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -4485839.000000 Penalty: 5229.038574
	Iteration 7F: 3 clusters Score -4485839 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 26863 members 
Entering Unmasked Estep 
Score: -4487748.000000 Penalty: 5229.038574
	Iteration 8F: 3 clusters Score -4487748 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -4489187.000000 Penalty: 5229.038574
	Iteration 9Q: 3 clusters Score -4489187 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -4490044.500000 Penalty: 5229.038574
	Iteration 10Q: 3 clusters Score -4490044 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -4490511.000000 Penalty: 5229.038574
	Iteration 11Q: 3 clusters Score -4490511 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 29984 members 
Entering Unmasked Estep 
Score: -4490806.500000 Penalty: 5229.038574
	Iteration 12Q: 3 clusters Score -4490806 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -4491014.500000 Penalty: 5229.038574
	Iteration 13Q: 3 clusters Score -4491014 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 30859 members 
Entering Unmasked Estep 
Score: -4491166.500000 Penalty: 5229.038574
	Iteration 14Q: 3 clusters Score -4491166 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 31232 members 
Entering Unmasked Estep 
Score: -4491321.000000 Penalty: 5229.038574
	Iteration 15Q: 3 clusters Score -4491321 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -4491458.000000 Penalty: 5229.038574
	Iteration 16Q: 3 clusters Score -4491458 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 31911 members 
Entering Unmasked Estep 
Score: -4491562.500000 Penalty: 5229.038574
	Iteration 17Q: 3 clusters Score -4491562 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -4491671.000000 Penalty: 5229.038574
	Iteration 18Q: 3 clusters Score -4491671 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 32512 members 
Entering Unmasked Estep 
Score: -4491772.000000 Penalty: 5229.038574
	Iteration 19Q: 3 clusters Score -4491772 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -4491864.000000 Penalty: 5229.038574
	Iteration 20F: 3 clusters Score -4491864 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -4491926.500000 Penalty: 5229.038574
	Iteration 21Q: 3 clusters Score -4491926 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4491985.000000 Penalty: 5229.038574
	Iteration 22Q: 3 clusters Score -4491985 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4492044.500000 Penalty: 5229.038574
	Iteration 23Q: 3 clusters Score -4492044 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -4492111.000000 Penalty: 5229.038574
	Iteration 24Q: 3 clusters Score -4492111 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 33777 members 
Entering Unmasked Estep 
Score: -4492155.000000 Penalty: 5229.038574
	Iteration 25Q: 3 clusters Score -4492155 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -4492186.000000 Penalty: 5229.038574
	Iteration 26Q: 3 clusters Score -4492186 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 34040 members 
Entering Unmasked Estep 
Score: -4492227.000000 Penalty: 5229.038574
	Iteration 27Q: 3 clusters Score -4492227 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4492257.500000 Penalty: 5229.038574
	Iteration 28Q: 3 clusters Score -4492258 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4492291.000000 Penalty: 5229.038574
	Iteration 29Q: 3 clusters Score -4492291 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -4492304.500000 Penalty: 5229.038574
	Iteration 30Q: 3 clusters Score -4492304 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 34447 members 
Entering Unmasked Estep 
Score: -4492329.000000 Penalty: 5229.038574
	Iteration 31Q: 3 clusters Score -4492329 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -4492356.500000 Penalty: 5229.038574
	Iteration 32Q: 3 clusters Score -4492356 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 34592 members 
Entering Unmasked Estep 
Score: -4492366.000000 Penalty: 5229.038574
	Iteration 33Q: 3 clusters Score -4492366 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -4492388.000000 Penalty: 5229.038574
	Iteration 34Q: 3 clusters Score -4492388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -4492386.000000 Penalty: 5229.038574
	Iteration 35Q: 3 clusters Score -4492386 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 34753 members 
Entering Unmasked Estep 
Score: -4492402.500000 Penalty: 5229.038574
	Iteration 36Q: 3 clusters Score -4492402 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 34805 members 
Entering Unmasked Estep 
Score: -4492419.000000 Penalty: 5229.038574
	Iteration 37Q: 3 clusters Score -4492419 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -4492429.500000 Penalty: 5229.038574
	Iteration 38Q: 3 clusters Score -4492430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -4492435.500000 Penalty: 5229.038574
	Iteration 39Q: 3 clusters Score -4492436 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -4492444.500000 Penalty: 5229.038574
	Iteration 40F: 3 clusters Score -4492444 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 34979 members 
Entering Unmasked Estep 
Score: -4492459.500000 Penalty: 5229.038574
	Iteration 41Q: 3 clusters Score -4492460 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 35015 members 
Entering Unmasked Estep 
Score: -4492470.500000 Penalty: 5229.038574
	Iteration 42Q: 3 clusters Score -4492470 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4492471.500000 Penalty: 5229.038574
	Iteration 43Q: 3 clusters Score -4492472 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -4492473.500000 Penalty: 5229.038574
	Iteration 44Q: 3 clusters Score -4492474 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -4492483.000000 Penalty: 5229.038574
	Iteration 45Q: 3 clusters Score -4492483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -4492493.500000 Penalty: 5229.038574
	Iteration 46Q: 3 clusters Score -4492494 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 35184 members 
Entering Unmasked Estep 
Score: -4492496.000000 Penalty: 5229.038574
	Iteration 47Q: 3 clusters Score -4492496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 35214 members 
Entering Unmasked Estep 
Score: -4492500.000000 Penalty: 5229.038574
	Iteration 48Q: 3 clusters Score -4492500 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4492505.500000 Penalty: 5229.038574
	Iteration 49Q: 3 clusters Score -4492506 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 35290 members 
Entering Unmasked Estep 
Score: -4492512.000000 Penalty: 5229.038574
	Iteration 50Q: 3 clusters Score -4492512 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -4492528.500000 Penalty: 5229.038574
	Iteration 51Q: 3 clusters Score -4492528 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 35355 members 
Entering Unmasked Estep 
Score: -4492534.500000 Penalty: 5229.038574
	Iteration 52Q: 3 clusters Score -4492534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 35370 members 
Entering Unmasked Estep 
Score: -4492524.500000 Penalty: 5229.038574
	Iteration 53Q: 3 clusters Score -4492524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 35383 members 
Entering Unmasked Estep 
Score: -4492519.500000 Penalty: 5229.038574
	Iteration 54Q: 3 clusters Score -4492520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 35395 members 
Entering Unmasked Estep 
Score: -4492531.000000 Penalty: 5229.038574
	Iteration 55Q: 3 clusters Score -4492531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4492539.500000 Penalty: 5229.038574
	Iteration 56Q: 3 clusters Score -4492540 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 35427 members 
Entering Unmasked Estep 
Score: -4492540.000000 Penalty: 5229.038574
	Iteration 57Q: 3 clusters Score -4492540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 35442 members 
Entering Unmasked Estep 
Score: -4492541.000000 Penalty: 5229.038574
	Iteration 58Q: 3 clusters Score -4492541 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -4492546.000000 Penalty: 5229.038574
	Iteration 59Q: 3 clusters Score -4492546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4492552.500000 Penalty: 5229.038574
	Iteration 60F: 3 clusters Score -4492552 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 35505 members 
Entering Unmasked Estep 
Score: -4492563.500000 Penalty: 5229.038574
	Iteration 61Q: 3 clusters Score -4492564 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 35529 members 
Entering Unmasked Estep 
Score: -4492563.000000 Penalty: 5229.038574
	Iteration 62Q: 3 clusters Score -4492563 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 35550 members 
Entering Unmasked Estep 
Score: -4492568.500000 Penalty: 5229.038574
	Iteration 63Q: 3 clusters Score -4492568 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 35573 members 
Entering Unmasked Estep 
Score: -4492576.500000 Penalty: 5229.038574
	Iteration 64Q: 3 clusters Score -4492576 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 35589 members 
Entering Unmasked Estep 
Score: -4492578.500000 Penalty: 5229.038574
	Iteration 65Q: 3 clusters Score -4492578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -4492574.500000 Penalty: 5229.038574
	Iteration 66Q: 3 clusters Score -4492574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -4492575.000000 Penalty: 5229.038574
	Iteration 67Q: 3 clusters Score -4492575 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -4492577.500000 Penalty: 5229.038574
	Iteration 68Q: 3 clusters Score -4492578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -4492583.500000 Penalty: 5229.038574
	Iteration 69Q: 3 clusters Score -4492584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 35679 members 
Entering Unmasked Estep 
Score: -4492574.500000 Penalty: 5229.038574
	Iteration 70Q: 3 clusters Score -4492574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 35699 members 
Entering Unmasked Estep 
Score: -4492584.000000 Penalty: 5229.038574
	Iteration 71Q: 3 clusters Score -4492584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 35731 members 
Entering Unmasked Estep 
Score: -4492595.500000 Penalty: 5229.038574
	Iteration 72Q: 3 clusters Score -4492596 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -4492604.000000 Penalty: 5229.038574
	Iteration 73Q: 3 clusters Score -4492604 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
Score: -4492613.500000 Penalty: 5229.038574
	Iteration 74Q: 3 clusters Score -4492614 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -4492620.500000 Penalty: 5229.038574
	Iteration 75Q: 3 clusters Score -4492620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -4492613.000000 Penalty: 5229.038574
	Iteration 76Q: 3 clusters Score -4492613 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 35866 members 
Entering Unmasked Estep 
Score: -4492626.500000 Penalty: 5229.038574
	Iteration 77Q: 3 clusters Score -4492626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 35892 members 
Entering Unmasked Estep 
Score: -4492630.500000 Penalty: 5229.038574
	Iteration 78Q: 3 clusters Score -4492630 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4492651.500000 Penalty: 5229.038574
	Iteration 79Q: 3 clusters Score -4492652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -4492647.500000 Penalty: 5229.038574
	Iteration 80F: 3 clusters Score -4492648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -4492650.500000 Penalty: 5229.038574
	Iteration 81Q: 3 clusters Score -4492650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 35971 members 
Entering Unmasked Estep 
Score: -4492650.500000 Penalty: 5229.038574
	Iteration 82Q: 3 clusters Score -4492650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4492657.500000 Penalty: 5229.038574
	Iteration 83Q: 3 clusters Score -4492658 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -4492667.500000 Penalty: 5229.038574
	Iteration 84Q: 3 clusters Score -4492668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4492668.500000 Penalty: 5229.038574
	Iteration 85Q: 3 clusters Score -4492668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4492677.500000 Penalty: 5229.038574
	Iteration 86Q: 3 clusters Score -4492678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 36028 members 
Entering Unmasked Estep 
Score: -4492684.500000 Penalty: 5229.038574
	Iteration 87Q: 3 clusters Score -4492684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4492683.500000 Penalty: 5229.038574
	Iteration 88Q: 3 clusters Score -4492684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -4492681.000000 Penalty: 5229.038574
	Iteration 89Q: 3 clusters Score -4492681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -4492685.500000 Penalty: 5229.038574
	Iteration 90Q: 3 clusters Score -4492686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 36056 members 
Entering Unmasked Estep 
Score: -4492691.000000 Penalty: 5229.038574
	Iteration 91Q: 3 clusters Score -4492691 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 36069 members 
Entering Unmasked Estep 
Score: -4492694.000000 Penalty: 5229.038574
	Iteration 92Q: 3 clusters Score -4492694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 36081 members 
Entering Unmasked Estep 
Score: -4492696.500000 Penalty: 5229.038574
	Iteration 93Q: 3 clusters Score -4492696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4492695.000000 Penalty: 5229.038574
	Iteration 94Q: 3 clusters Score -4492695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -4492696.500000 Penalty: 5229.038574
	Iteration 95Q: 3 clusters Score -4492696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4492702.000000 Penalty: 5229.038574
	Iteration 96Q: 3 clusters Score -4492702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -4492701.000000 Penalty: 5229.038574
	Iteration 97Q: 3 clusters Score -4492701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 36110 members 
Entering Unmasked Estep 
Score: -4492707.000000 Penalty: 5229.038574
	Iteration 98Q: 3 clusters Score -4492707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4492704.000000 Penalty: 5229.038574
	Iteration 99Q: 3 clusters Score -4492704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4492709.500000 Penalty: 5229.038574
	Iteration 100F: 3 clusters Score -4492710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36130 members 
Entering Unmasked Estep 
Score: -4492713.000000 Penalty: 5229.038574
	Iteration 101Q: 3 clusters Score -4492713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 36138 members 
Entering Unmasked Estep 
Score: -4492713.500000 Penalty: 5229.038574
	Iteration 102Q: 3 clusters Score -4492714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 36145 members 
Entering Unmasked Estep 
Score: -4492714.000000 Penalty: 5229.038574
	Iteration 103Q: 3 clusters Score -4492714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -4492711.000000 Penalty: 5229.038574
	Iteration 104Q: 3 clusters Score -4492711 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4492714.500000 Penalty: 5229.038574
	Iteration 105Q: 3 clusters Score -4492714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -4492716.000000 Penalty: 5229.038574
	Iteration 106Q: 3 clusters Score -4492716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 36172 members 
Entering Unmasked Estep 
Score: -4492715.500000 Penalty: 5229.038574
	Iteration 107Q: 3 clusters Score -4492716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4492716.000000 Penalty: 5229.038574
	Iteration 108Q: 3 clusters Score -4492716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4492716.000000 Penalty: 5229.038574
	Iteration 109F: 3 clusters Score -4492716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Entering Unmasked Estep 
Score: -5489902.000000 Penalty: 2662.669434
	Iteration 0F: 2 clusters Score -5489902 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22905 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -5458887.500000 Penalty: 5325.338867
	Iteration 0F: 3 clusters Score -5458888 nChanged 21065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -5471051.000000 Penalty: 5325.338867
	Iteration 1F: 3 clusters Score -5471051 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21563 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -5472058.000000 Penalty: 5325.338867
	Iteration 2Q: 3 clusters Score -5472058 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 25006 members 
Entering Unmasked Estep 
Score: -5473298.000000 Penalty: 5325.338867
	Iteration 3F: 3 clusters Score -5473298 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -5474846.000000 Penalty: 5325.338867
	Iteration 4F: 3 clusters Score -5474846 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 25914 members 
Entering Unmasked Estep 
Score: -5476491.500000 Penalty: 5325.338867
	Iteration 5F: 3 clusters Score -5476492 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -5478131.000000 Penalty: 5325.338867
	Iteration 6F: 3 clusters Score -5478131 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -5479748.000000 Penalty: 5325.338867
	Iteration 7F: 3 clusters Score -5479748 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 25845 members 
Entering Unmasked Estep 
Score: -5481027.500000 Penalty: 5325.338867
	Iteration 8F: 3 clusters Score -5481028 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 25658 members 
Entering Unmasked Estep 
Score: -5481944.000000 Penalty: 5325.338867
	Iteration 9Q: 3 clusters Score -5481944 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 25439 members 
Entering Unmasked Estep 
Score: -5482587.500000 Penalty: 5325.338867
	Iteration 10Q: 3 clusters Score -5482588 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 25199 members 
Entering Unmasked Estep 
Score: -5482996.000000 Penalty: 5325.338867
	Iteration 11Q: 3 clusters Score -5482996 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21055 members 
Mstep: Class 2 contains 24953 members 
Entering Unmasked Estep 
Score: -5483266.500000 Penalty: 5325.338867
	Iteration 12Q: 3 clusters Score -5483266 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 24721 members 
Entering Unmasked Estep 
Score: -5483464.000000 Penalty: 5325.338867
	Iteration 13Q: 3 clusters Score -5483464 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -5483610.000000 Penalty: 5325.338867
	Iteration 14Q: 3 clusters Score -5483610 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -5483713.000000 Penalty: 5325.338867
	Iteration 15Q: 3 clusters Score -5483713 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -5483790.000000 Penalty: 5325.338867
	Iteration 16Q: 3 clusters Score -5483790 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22116 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -5483874.000000 Penalty: 5325.338867
	Iteration 17Q: 3 clusters Score -5483874 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -5483964.500000 Penalty: 5325.338867
	Iteration 18Q: 3 clusters Score -5483964 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22521 members 
Mstep: Class 2 contains 23487 members 
Entering Unmasked Estep 
Score: -5484009.500000 Penalty: 5325.338867
	Iteration 19Q: 3 clusters Score -5484010 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -5484048.000000 Penalty: 5325.338867
	Iteration 20F: 3 clusters Score -5484048 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -5484107.000000 Penalty: 5325.338867
	Iteration 21Q: 3 clusters Score -5484107 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23161 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -5484156.000000 Penalty: 5325.338867
	Iteration 22Q: 3 clusters Score -5484156 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -5484213.500000 Penalty: 5325.338867
	Iteration 23Q: 3 clusters Score -5484214 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -5484241.500000 Penalty: 5325.338867
	Iteration 24Q: 3 clusters Score -5484242 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -5484280.000000 Penalty: 5325.338867
	Iteration 25Q: 3 clusters Score -5484280 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24107 members 
Mstep: Class 2 contains 21901 members 
Entering Unmasked Estep 
Score: -5484355.000000 Penalty: 5325.338867
	Iteration 26Q: 3 clusters Score -5484355 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 21630 members 
Entering Unmasked Estep 
Score: -5484404.500000 Penalty: 5325.338867
	Iteration 27Q: 3 clusters Score -5484404 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5484467.500000 Penalty: 5325.338867
	Iteration 28Q: 3 clusters Score -5484468 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24946 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -5484506.000000 Penalty: 5325.338867
	Iteration 29Q: 3 clusters Score -5484506 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -5484543.000000 Penalty: 5325.338867
	Iteration 30Q: 3 clusters Score -5484543 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -5484602.000000 Penalty: 5325.338867
	Iteration 31Q: 3 clusters Score -5484602 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25828 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -5484661.500000 Penalty: 5325.338867
	Iteration 32Q: 3 clusters Score -5484662 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 19875 members 
Entering Unmasked Estep 
Score: -5484698.000000 Penalty: 5325.338867
	Iteration 33Q: 3 clusters Score -5484698 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26437 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -5484720.500000 Penalty: 5325.338867
	Iteration 34Q: 3 clusters Score -5484720 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -5484745.500000 Penalty: 5325.338867
	Iteration 35Q: 3 clusters Score -5484746 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -5484823.000000 Penalty: 5325.338867
	Iteration 36Q: 3 clusters Score -5484823 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -5484883.500000 Penalty: 5325.338867
	Iteration 37Q: 3 clusters Score -5484884 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -5484953.000000 Penalty: 5325.338867
	Iteration 38Q: 3 clusters Score -5484953 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -5485054.500000 Penalty: 5325.338867
	Iteration 39Q: 3 clusters Score -5485054 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28680 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -5485176.500000 Penalty: 5325.338867
	Iteration 40F: 3 clusters Score -5485176 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29177 members 
Mstep: Class 2 contains 16831 members 
Entering Unmasked Estep 
Score: -5485312.000000 Penalty: 5325.338867
	Iteration 41Q: 3 clusters Score -5485312 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -5485468.500000 Penalty: 5325.338867
	Iteration 42Q: 3 clusters Score -5485468 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -5485620.500000 Penalty: 5325.338867
	Iteration 43Q: 3 clusters Score -5485620 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -5485751.000000 Penalty: 5325.338867
	Iteration 44Q: 3 clusters Score -5485751 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -5485903.500000 Penalty: 5325.338867
	Iteration 45Q: 3 clusters Score -5485904 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -5486059.000000 Penalty: 5325.338867
	Iteration 46Q: 3 clusters Score -5486059 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -5486243.500000 Penalty: 5325.338867
	Iteration 47Q: 3 clusters Score -5486244 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32836 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -5486433.000000 Penalty: 5325.338867
	Iteration 48Q: 3 clusters Score -5486433 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -5486634.000000 Penalty: 5325.338867
	Iteration 49Q: 3 clusters Score -5486634 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -5486793.000000 Penalty: 5325.338867
	Iteration 50Q: 3 clusters Score -5486793 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -5487001.000000 Penalty: 5325.338867
	Iteration 51Q: 3 clusters Score -5487001 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -5487184.500000 Penalty: 5325.338867
	Iteration 52Q: 3 clusters Score -5487184 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -5487413.000000 Penalty: 5325.338867
	Iteration 53Q: 3 clusters Score -5487413 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -5487593.500000 Penalty: 5325.338867
	Iteration 54Q: 3 clusters Score -5487594 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36795 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -5487780.000000 Penalty: 5325.338867
	Iteration 55Q: 3 clusters Score -5487780 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -5487913.500000 Penalty: 5325.338867
	Iteration 56Q: 3 clusters Score -5487914 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -5488067.000000 Penalty: 5325.338867
	Iteration 57Q: 3 clusters Score -5488067 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38200 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -5488207.500000 Penalty: 5325.338867
	Iteration 58Q: 3 clusters Score -5488208 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38614 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -5488335.000000 Penalty: 5325.338867
	Iteration 59Q: 3 clusters Score -5488335 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -5488443.500000 Penalty: 5325.338867
	Iteration 60F: 3 clusters Score -5488444 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39359 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -5488526.500000 Penalty: 5325.338867
	Iteration 61Q: 3 clusters Score -5488526 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -5488640.500000 Penalty: 5325.338867
	Iteration 62Q: 3 clusters Score -5488640 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40005 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -5488730.000000 Penalty: 5325.338867
	Iteration 63Q: 3 clusters Score -5488730 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -5488812.000000 Penalty: 5325.338867
	Iteration 64Q: 3 clusters Score -5488812 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -5488859.000000 Penalty: 5325.338867
	Iteration 65Q: 3 clusters Score -5488859 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -5488964.000000 Penalty: 5325.338867
	Iteration 66Q: 3 clusters Score -5488964 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -5489034.000000 Penalty: 5325.338867
	Iteration 67Q: 3 clusters Score -5489034 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -5489078.500000 Penalty: 5325.338867
	Iteration 68Q: 3 clusters Score -5489078 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5489112.000000 Penalty: 5325.338867
	Iteration 69Q: 3 clusters Score -5489112 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -5489170.000000 Penalty: 5325.338867
	Iteration 70Q: 3 clusters Score -5489170 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -5489197.500000 Penalty: 5325.338867
	Iteration 71Q: 3 clusters Score -5489198 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -5489210.500000 Penalty: 5325.338867
	Iteration 72Q: 3 clusters Score -5489210 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -5489217.000000 Penalty: 5325.338867
	Iteration 73Q: 3 clusters Score -5489217 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -5489224.000000 Penalty: 5325.338867
	Iteration 74Q: 3 clusters Score -5489224 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41976 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -5489224.500000 Penalty: 5325.338867
	Iteration 75Q: 3 clusters Score -5489224 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -5489228.000000 Penalty: 5325.338867
	Iteration 76Q: 3 clusters Score -5489228 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -5489233.500000 Penalty: 5325.338867
	Iteration 77Q: 3 clusters Score -5489234 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42136 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -5489243.500000 Penalty: 5325.338867
	Iteration 78Q: 3 clusters Score -5489244 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5489257.000000 Penalty: 5325.338867
	Iteration 79Q: 3 clusters Score -5489257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42206 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -5489252.500000 Penalty: 5325.338867
	Iteration 80F: 3 clusters Score -5489252 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42226 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -5489266.000000 Penalty: 5325.338867
	Iteration 81Q: 3 clusters Score -5489266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42249 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -5489272.500000 Penalty: 5325.338867
	Iteration 82Q: 3 clusters Score -5489272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -5489271.500000 Penalty: 5325.338867
	Iteration 83Q: 3 clusters Score -5489272 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42283 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -5489273.500000 Penalty: 5325.338867
	Iteration 84Q: 3 clusters Score -5489274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42296 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -5489275.500000 Penalty: 5325.338867
	Iteration 85Q: 3 clusters Score -5489276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -5489270.000000 Penalty: 5325.338867
	Iteration 86Q: 3 clusters Score -5489270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42324 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -5489279.500000 Penalty: 5325.338867
	Iteration 87Q: 3 clusters Score -5489280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42338 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -5489277.500000 Penalty: 5325.338867
	Iteration 88Q: 3 clusters Score -5489278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -5489287.500000 Penalty: 5325.338867
	Iteration 89Q: 3 clusters Score -5489288 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42380 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -5489290.500000 Penalty: 5325.338867
	Iteration 90Q: 3 clusters Score -5489290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42392 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -5489294.000000 Penalty: 5325.338867
	Iteration 91Q: 3 clusters Score -5489294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -5489298.000000 Penalty: 5325.338867
	Iteration 92Q: 3 clusters Score -5489298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42411 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5489297.000000 Penalty: 5325.338867
	Iteration 93Q: 3 clusters Score -5489297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42418 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -5489291.500000 Penalty: 5325.338867
	Iteration 94Q: 3 clusters Score -5489292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42425 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -5489281.500000 Penalty: 5325.338867
	Iteration 95Q: 3 clusters Score -5489282 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -5489288.000000 Penalty: 5325.338867
	Iteration 96Q: 3 clusters Score -5489288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42437 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -5489285.000000 Penalty: 5325.338867
	Iteration 97Q: 3 clusters Score -5489285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42443 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -5489287.000000 Penalty: 5325.338867
	Iteration 98Q: 3 clusters Score -5489287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -5489287.000000 Penalty: 5325.338867
	Iteration 99Q: 3 clusters Score -5489287 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -5489289.500000 Penalty: 5325.338867
	Iteration 100F: 3 clusters Score -5489290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42465 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -5489295.000000 Penalty: 5325.338867
	Iteration 101Q: 3 clusters Score -5489295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42470 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -5489295.000000 Penalty: 5325.338867
	Iteration 102Q: 3 clusters Score -5489295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5489300.000000 Penalty: 5325.338867
	Iteration 103Q: 3 clusters Score -5489300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42473 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -5489297.000000 Penalty: 5325.338867
	Iteration 104Q: 3 clusters Score -5489297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -5489293.000000 Penalty: 5325.338867
	Iteration 105Q: 3 clusters Score -5489293 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -5489306.500000 Penalty: 5325.338867
	Iteration 106Q: 3 clusters Score -5489306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42484 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -5489299.500000 Penalty: 5325.338867
	Iteration 107Q: 3 clusters Score -5489300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42488 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5489302.500000 Penalty: 5325.338867
	Iteration 108Q: 3 clusters Score -5489302 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42493 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -5489300.500000 Penalty: 5325.338867
	Iteration 109Q: 3 clusters Score -5489300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -5489306.500000 Penalty: 5325.338867
	Iteration 110Q: 3 clusters Score -5489306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42508 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -5489304.500000 Penalty: 5325.338867
	Iteration 111Q: 3 clusters Score -5489304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42514 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -5489303.000000 Penalty: 5325.338867
	Iteration 112Q: 3 clusters Score -5489303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42520 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -5489298.500000 Penalty: 5325.338867
	Iteration 113Q: 3 clusters Score -5489298 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42527 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -5489303.000000 Penalty: 5325.338867
	Iteration 114Q: 3 clusters Score -5489303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -5489306.500000 Penalty: 5325.338867
	Iteration 115Q: 3 clusters Score -5489306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -5489303.000000 Penalty: 5325.338867
	Iteration 116Q: 3 clusters Score -5489303 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -5489303.000000 Penalty: 5325.338867
	Iteration 117Q: 3 clusters Score -5489303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -5489300.000000 Penalty: 5325.338867
	Iteration 118Q: 3 clusters Score -5489300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -5489298.500000 Penalty: 5325.338867
	Iteration 119Q: 3 clusters Score -5489298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5489297.500000 Penalty: 5325.338867
	Iteration 120F: 3 clusters Score -5489298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42553 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -5489301.000000 Penalty: 5325.338867
	Iteration 121Q: 3 clusters Score -5489301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5489302.500000 Penalty: 5325.338867
	Iteration 122Q: 3 clusters Score -5489302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42554 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -5489302.500000 Penalty: 5325.338867
	Iteration 123F: 3 clusters Score -5489302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Entering Unmasked Estep 
Score: -7413600.500000 Penalty: 2738.446289
	Iteration 0F: 2 clusters Score -7413600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -7371665.000000 Penalty: 5476.892578
	Iteration 0F: 3 clusters Score -7371665 nChanged 29213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31734 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -7388094.500000 Penalty: 5476.892578
	Iteration 1F: 3 clusters Score -7388094 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -7389009.500000 Penalty: 5476.892578
	Iteration 2Q: 3 clusters Score -7389010 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -7390114.500000 Penalty: 5476.892578
	Iteration 3Q: 3 clusters Score -7390114 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32821 members 
Mstep: Class 2 contains 29629 members 
Entering Unmasked Estep 
Score: -7391199.000000 Penalty: 5476.892578
	Iteration 4Q: 3 clusters Score -7391199 nChanged 3027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33716 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -7392566.000000 Penalty: 5476.892578
	Iteration 5Q: 3 clusters Score -7392566 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -7394124.000000 Penalty: 5476.892578
	Iteration 6Q: 3 clusters Score -7394124 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36723 members 
Mstep: Class 2 contains 25727 members 
Entering Unmasked Estep 
Score: -7395981.500000 Penalty: 5476.892578
	Iteration 7F: 3 clusters Score -7395982 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -7398155.500000 Penalty: 5476.892578
	Iteration 8F: 3 clusters Score -7398156 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -7400344.000000 Penalty: 5476.892578
	Iteration 9F: 3 clusters Score -7400344 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -7402150.500000 Penalty: 5476.892578
	Iteration 10Q: 3 clusters Score -7402150 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -7403390.500000 Penalty: 5476.892578
	Iteration 11Q: 3 clusters Score -7403390 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -7404190.000000 Penalty: 5476.892578
	Iteration 12Q: 3 clusters Score -7404190 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46553 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -7404748.000000 Penalty: 5476.892578
	Iteration 13Q: 3 clusters Score -7404748 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47728 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -7405147.000000 Penalty: 5476.892578
	Iteration 14Q: 3 clusters Score -7405147 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48858 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -7405600.500000 Penalty: 5476.892578
	Iteration 15Q: 3 clusters Score -7405600 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -7406018.000000 Penalty: 5476.892578
	Iteration 16Q: 3 clusters Score -7406018 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 11347 members 
Entering Unmasked Estep 
Score: -7406468.500000 Penalty: 5476.892578
	Iteration 17Q: 3 clusters Score -7406468 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52187 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -7406893.000000 Penalty: 5476.892578
	Iteration 18Q: 3 clusters Score -7406893 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53302 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -7407417.500000 Penalty: 5476.892578
	Iteration 19Q: 3 clusters Score -7407418 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54411 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -7407939.500000 Penalty: 5476.892578
	Iteration 20F: 3 clusters Score -7407940 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55460 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -7408451.000000 Penalty: 5476.892578
	Iteration 21Q: 3 clusters Score -7408451 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -7408971.000000 Penalty: 5476.892578
	Iteration 22Q: 3 clusters Score -7408971 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57232 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -7409449.500000 Penalty: 5476.892578
	Iteration 23Q: 3 clusters Score -7409450 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57999 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -7409884.000000 Penalty: 5476.892578
	Iteration 24Q: 3 clusters Score -7409884 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58587 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -7410227.500000 Penalty: 5476.892578
	Iteration 25Q: 3 clusters Score -7410228 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59068 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -7410534.500000 Penalty: 5476.892578
	Iteration 26Q: 3 clusters Score -7410534 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -7410796.000000 Penalty: 5476.892578
	Iteration 27Q: 3 clusters Score -7410796 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59782 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -7411010.000000 Penalty: 5476.892578
	Iteration 28Q: 3 clusters Score -7411010 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7411188.000000 Penalty: 5476.892578
	Iteration 29Q: 3 clusters Score -7411188 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60190 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -7411359.000000 Penalty: 5476.892578
	Iteration 30Q: 3 clusters Score -7411359 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60337 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -7411466.000000 Penalty: 5476.892578
	Iteration 31Q: 3 clusters Score -7411466 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60462 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -7411570.500000 Penalty: 5476.892578
	Iteration 32Q: 3 clusters Score -7411570 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60569 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7411658.000000 Penalty: 5476.892578
	Iteration 33Q: 3 clusters Score -7411658 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60621 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -7411682.500000 Penalty: 5476.892578
	Iteration 34Q: 3 clusters Score -7411682 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60656 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7411720.500000 Penalty: 5476.892578
	Iteration 35Q: 3 clusters Score -7411720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60692 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -7411747.000000 Penalty: 5476.892578
	Iteration 36Q: 3 clusters Score -7411747 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60711 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -7411763.000000 Penalty: 5476.892578
	Iteration 37Q: 3 clusters Score -7411763 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60726 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7411773.000000 Penalty: 5476.892578
	Iteration 38Q: 3 clusters Score -7411773 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60737 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -7411775.000000 Penalty: 5476.892578
	Iteration 39Q: 3 clusters Score -7411775 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7411771.000000 Penalty: 5476.892578
	Iteration 40F: 3 clusters Score -7411771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7411773.000000 Penalty: 5476.892578
	Iteration 41Q: 3 clusters Score -7411773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60759 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7411772.500000 Penalty: 5476.892578
	Iteration 42Q: 3 clusters Score -7411772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7411785.000000 Penalty: 5476.892578
	Iteration 43Q: 3 clusters Score -7411785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7411789.000000 Penalty: 5476.892578
	Iteration 44Q: 3 clusters Score -7411789 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60766 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7411783.000000 Penalty: 5476.892578
	Iteration 45Q: 3 clusters Score -7411783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7411794.500000 Penalty: 5476.892578
	Iteration 46Q: 3 clusters Score -7411794 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7411800.000000 Penalty: 5476.892578
	Iteration 47Q: 3 clusters Score -7411800 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7411809.000000 Penalty: 5476.892578
	Iteration 48Q: 3 clusters Score -7411809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60751 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -7411833.000000 Penalty: 5476.892578
	Iteration 49Q: 3 clusters Score -7411833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7411839.500000 Penalty: 5476.892578
	Iteration 50Q: 3 clusters Score -7411840 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7411860.000000 Penalty: 5476.892578
	Iteration 51Q: 3 clusters Score -7411860 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7411855.500000 Penalty: 5476.892578
	Iteration 52Q: 3 clusters Score -7411856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60746 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -7411857.500000 Penalty: 5476.892578
	Iteration 53Q: 3 clusters Score -7411858 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7411862.500000 Penalty: 5476.892578
	Iteration 54Q: 3 clusters Score -7411862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60758 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -7411866.500000 Penalty: 5476.892578
	Iteration 55Q: 3 clusters Score -7411866 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7411874.000000 Penalty: 5476.892578
	Iteration 56Q: 3 clusters Score -7411874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7411877.000000 Penalty: 5476.892578
	Iteration 57Q: 3 clusters Score -7411877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60760 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -7411875.000000 Penalty: 5476.892578
	Iteration 58Q: 3 clusters Score -7411875 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7411871.500000 Penalty: 5476.892578
	Iteration 59Q: 3 clusters Score -7411872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7411875.000000 Penalty: 5476.892578
	Iteration 60F: 3 clusters Score -7411875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -7411881.000000 Penalty: 5476.892578
	Iteration 61Q: 3 clusters Score -7411881 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7411874.000000 Penalty: 5476.892578
	Iteration 62Q: 3 clusters Score -7411874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60747 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7411886.000000 Penalty: 5476.892578
	Iteration 63Q: 3 clusters Score -7411886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -7411883.000000 Penalty: 5476.892578
	Iteration 64Q: 3 clusters Score -7411883 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60753 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7411883.500000 Penalty: 5476.892578
	Iteration 65Q: 3 clusters Score -7411884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60756 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -7411887.000000 Penalty: 5476.892578
	Iteration 66Q: 3 clusters Score -7411887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7411889.500000 Penalty: 5476.892578
	Iteration 67Q: 3 clusters Score -7411890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7411886.500000 Penalty: 5476.892578
	Iteration 68Q: 3 clusters Score -7411886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60755 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7411887.000000 Penalty: 5476.892578
	Iteration 69Q: 3 clusters Score -7411887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -7411892.000000 Penalty: 5476.892578
	Iteration 70Q: 3 clusters Score -7411892 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60761 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -7411880.500000 Penalty: 5476.892578
	Iteration 71Q: 3 clusters Score -7411880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7411872.500000 Penalty: 5476.892578
	Iteration 72Q: 3 clusters Score -7411872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60763 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -7411879.000000 Penalty: 5476.892578
	Iteration 73Q: 3 clusters Score -7411879 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7411883.500000 Penalty: 5476.892578
	Iteration 74Q: 3 clusters Score -7411884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60764 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -7411883.500000 Penalty: 5476.892578
	Iteration 75F: 3 clusters Score -7411884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Entering Unmasked Estep 
Score: -1211605.375000 Penalty: 2302.998047
	Iteration 0F: 2 clusters Score -1211605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1203527.500000 Penalty: 4605.996094
	Iteration 0F: 3 clusters Score -1203528 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1205856.375000 Penalty: 4605.996094
	Iteration 1F: 3 clusters Score -1205856 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -1206242.250000 Penalty: 4605.996094
	Iteration 2F: 3 clusters Score -1206242 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1206576.875000 Penalty: 4605.996094
	Iteration 3F: 3 clusters Score -1206577 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1206837.500000 Penalty: 4605.996094
	Iteration 4Q: 3 clusters Score -1206838 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1207046.125000 Penalty: 4605.996094
	Iteration 5Q: 3 clusters Score -1207046 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1207273.500000 Penalty: 4605.996094
	Iteration 6Q: 3 clusters Score -1207274 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1207521.500000 Penalty: 4605.996094
	Iteration 7Q: 3 clusters Score -1207522 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -1207783.625000 Penalty: 4605.996094
	Iteration 8Q: 3 clusters Score -1207784 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1208082.375000 Penalty: 4605.996094
	Iteration 9Q: 3 clusters Score -1208082 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1208421.125000 Penalty: 4605.996094
	Iteration 10Q: 3 clusters Score -1208421 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1208811.750000 Penalty: 4605.996094
	Iteration 11Q: 3 clusters Score -1208812 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1209194.000000 Penalty: 4605.996094
	Iteration 12Q: 3 clusters Score -1209194 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1209513.000000 Penalty: 4605.996094
	Iteration 13Q: 3 clusters Score -1209513 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1209734.625000 Penalty: 4605.996094
	Iteration 14Q: 3 clusters Score -1209735 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1209917.000000 Penalty: 4605.996094
	Iteration 15Q: 3 clusters Score -1209917 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1210041.625000 Penalty: 4605.996094
	Iteration 16Q: 3 clusters Score -1210042 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10081 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1210103.500000 Penalty: 4605.996094
	Iteration 17Q: 3 clusters Score -1210104 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1210140.000000 Penalty: 4605.996094
	Iteration 18Q: 3 clusters Score -1210140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1210165.375000 Penalty: 4605.996094
	Iteration 19Q: 3 clusters Score -1210165 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1210179.000000 Penalty: 4605.996094
	Iteration 20F: 3 clusters Score -1210179 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1210185.625000 Penalty: 4605.996094
	Iteration 21Q: 3 clusters Score -1210186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -1210187.375000 Penalty: 4605.996094
	Iteration 22Q: 3 clusters Score -1210187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1210185.125000 Penalty: 4605.996094
	Iteration 23Q: 3 clusters Score -1210185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1210187.875000 Penalty: 4605.996094
	Iteration 24Q: 3 clusters Score -1210188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1210188.500000 Penalty: 4605.996094
	Iteration 25Q: 3 clusters Score -1210188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1210191.250000 Penalty: 4605.996094
	Iteration 26Q: 3 clusters Score -1210191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1210191.250000 Penalty: 4605.996094
	Iteration 27F: 3 clusters Score -1210191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 2004 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 15998 members 
Mstep: Class 3 contains 5778 members 
Mstep: Class 4 contains 185052 members 
Mstep: Class 5 contains 3781 members 
Mstep: Class 7 contains 16181 members 
Mstep: Class 8 contains 946 members 
Mstep: Class 10 contains 26073 members 
Mstep: Class 11 contains 16335 members 
Mstep: Class 12 contains 41074 members 
Mstep: Class 13 contains 7324 members 
Mstep: Class 14 contains 267663 members 
Mstep: Class 15 contains 21421 members 
Mstep: Class 16 contains 37889 members 
Mstep: Class 17 contains 46008 members 
Mstep: Class 18 contains 62450 members 
Mstep: Class 19 contains 10789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161276064.000000 Penalty: 87824.398438
Iteration 39Q: 26 clusters Score -1.612761e+08 nChanged 36596
Entering Unmasked Mstep 
Mstep: Class 0 contains 372 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 15965 members 
Mstep: Class 3 contains 6943 members 
Mstep: Class 4 contains 189142 members 
Mstep: Class 5 contains 3835 members 
Mstep: Class 6 contains 6442 members 
Mstep: Class 7 contains 17352 members 
Mstep: Class 8 contains 1001 members 
Mstep: Class 9 contains 271394 members 
Mstep: Class 10 contains 26301 members 
Mstep: Class 11 contains 16668 members 
Mstep: Class 12 contains 42119 members 
Mstep: Class 13 contains 7329 members 
Mstep: Class 14 contains 265942 members 
Mstep: Class 15 contains 21561 members 
Mstep: Class 16 contains 37933 members 
Mstep: Class 17 contains 45649 members 
Mstep: Class 18 contains 63179 members 
Mstep: Class 19 contains 10814 members 
Mstep: Class 20 contains 311397 members 
Mstep: Class 21 contains 6359 members 
Mstep: Class 22 contains 18258 members 
Mstep: Class 23 contains 2361 members 
Mstep: Class 24 contains 3261 members 
Mstep: Class 25 contains 6954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368720.000000 Penalty: 87824.398438
Iteration 40F: 26 clusters Score -1.613687e+08 nChanged 30314
Entering Unmasked Mstep 
Mstep: Class 0 contains 263 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 15541 members 
Mstep: Class 3 contains 7798 members 
Mstep: Class 4 contains 193201 members 
Mstep: Class 5 contains 3829 members 
Mstep: Class 6 contains 6509 members 
Mstep: Class 7 contains 17926 members 
Mstep: Class 8 contains 1015 members 
Mstep: Class 9 contains 264865 members 
Mstep: Class 10 contains 25967 members 
Mstep: Class 11 contains 16699 members 
Mstep: Class 12 contains 42650 members 
Mstep: Class 13 contains 7335 members 
Mstep: Class 14 contains 261018 members 
Mstep: Class 15 contains 21058 members 
Mstep: Class 16 contains 37764 members 
Mstep: Class 17 contains 44368 members 
Mstep: Class 18 contains 63289 members 
Mstep: Class 19 contains 11020 members 
Mstep: Class 20 contains 317855 members 
Mstep: Class 21 contains 6945 members 
Mstep: Class 22 contains 18635 members 
Mstep: Class 23 contains 2538 members 
Mstep: Class 24 contains 3259 members 
Mstep: Class 25 contains 7479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161371456.000000 Penalty: 87824.398438
Iteration 41Q: 26 clusters Score -1.613715e+08 nChanged 23758
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 15290 members 
Mstep: Class 3 contains 8497 members 
Mstep: Class 4 contains 198833 members 
Mstep: Class 5 contains 3835 members 
Mstep: Class 6 contains 6524 members 
Mstep: Class 7 contains 18534 members 
Mstep: Class 8 contains 1029 members 
Mstep: Class 9 contains 259724 members 
Mstep: Class 10 contains 25856 members 
Mstep: Class 11 contains 16823 members 
Mstep: Class 12 contains 43349 members 
Mstep: Class 13 contains 7321 members 
Mstep: Class 14 contains 256205 members 
Mstep: Class 15 contains 20589 members 
Mstep: Class 16 contains 37678 members 
Mstep: Class 17 contains 43467 members 
Mstep: Class 18 contains 63388 members 
Mstep: Class 19 contains 11135 members 
Mstep: Class 20 contains 320698 members 
Mstep: Class 21 contains 7298 members 
Mstep: Class 22 contains 18879 members 
Mstep: Class 23 contains 2574 members 
Mstep: Class 24 contains 3305 members 
Mstep: Class 25 contains 7922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161370000.000000 Penalty: 87824.398438
Iteration 42Q: 26 clusters Score -1.6137e+08 nChanged 21685
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 15092 members 
Mstep: Class 3 contains 9099 members 
Mstep: Class 4 contains 205473 members 
Mstep: Class 5 contains 3835 members 
Mstep: Class 6 contains 6549 members 
Mstep: Class 7 contains 19132 members 
Mstep: Class 8 contains 1038 members 
Mstep: Class 9 contains 255494 members 
Mstep: Class 10 contains 25794 members 
Mstep: Class 11 contains 16973 members 
Mstep: Class 12 contains 43988 members 
Mstep: Class 13 contains 7281 members 
Mstep: Class 14 contains 251556 members 
Mstep: Class 15 contains 20218 members 
Mstep: Class 16 contains 37619 members 
Mstep: Class 17 contains 42638 members 
Mstep: Class 18 contains 63533 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 321398 members 
Mstep: Class 21 contains 7533 members 
Mstep: Class 22 contains 19072 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 3409 members 
Mstep: Class 25 contains 8358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161369856.000000 Penalty: 87824.398438
Iteration 43Q: 26 clusters Score -1.613699e+08 nChanged 20648
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 14927 members 
Mstep: Class 3 contains 9674 members 
Mstep: Class 4 contains 212799 members 
Mstep: Class 5 contains 3841 members 
Mstep: Class 6 contains 6553 members 
Mstep: Class 7 contains 19736 members 
Mstep: Class 8 contains 1046 members 
Mstep: Class 9 contains 251902 members 
Mstep: Class 10 contains 25757 members 
Mstep: Class 11 contains 17089 members 
Mstep: Class 12 contains 44606 members 
Mstep: Class 13 contains 7229 members 
Mstep: Class 14 contains 246829 members 
Mstep: Class 15 contains 19911 members 
Mstep: Class 16 contains 37591 members 
Mstep: Class 17 contains 41833 members 
Mstep: Class 18 contains 63696 members 
Mstep: Class 19 contains 11314 members 
Mstep: Class 20 contains 320855 members 
Mstep: Class 21 contains 7713 members 
Mstep: Class 22 contains 19244 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 3513 members 
Mstep: Class 25 contains 8786 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161370224.000000 Penalty: 87824.398438
Iteration 44Q: 26 clusters Score -1.613702e+08 nChanged 19945
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 19262 members 
Mstep: Class 2 contains 14790 members 
Mstep: Class 3 contains 10173 members 
Mstep: Class 4 contains 220525 members 
Mstep: Class 5 contains 3842 members 
Mstep: Class 6 contains 6581 members 
Mstep: Class 7 contains 20347 members 
Mstep: Class 8 contains 1053 members 
Mstep: Class 9 contains 248627 members 
Mstep: Class 10 contains 25683 members 
Mstep: Class 11 contains 17178 members 
Mstep: Class 12 contains 45098 members 
Mstep: Class 13 contains 7191 members 
Mstep: Class 14 contains 242226 members 
Mstep: Class 15 contains 19641 members 
Mstep: Class 16 contains 37550 members 
Mstep: Class 17 contains 41029 members 
Mstep: Class 18 contains 63879 members 
Mstep: Class 19 contains 11380 members 
Mstep: Class 20 contains 319641 members 
Mstep: Class 21 contains 7870 members 
Mstep: Class 22 contains 19408 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 3609 members 
Mstep: Class 25 contains 9242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161371200.000000 Penalty: 87824.398438
Iteration 45Q: 26 clusters Score -1.613712e+08 nChanged 19621
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 19133 members 
Mstep: Class 2 contains 14693 members 
Mstep: Class 3 contains 10652 members 
Mstep: Class 4 contains 228565 members 
Mstep: Class 5 contains 3840 members 
Mstep: Class 6 contains 6604 members 
Mstep: Class 7 contains 20921 members 
Mstep: Class 8 contains 1057 members 
Mstep: Class 9 contains 245375 members 
Mstep: Class 10 contains 25646 members 
Mstep: Class 11 contains 17250 members 
Mstep: Class 12 contains 45543 members 
Mstep: Class 13 contains 7152 members 
Mstep: Class 14 contains 237599 members 
Mstep: Class 15 contains 19399 members 
Mstep: Class 16 contains 37493 members 
Mstep: Class 17 contains 40273 members 
Mstep: Class 18 contains 64027 members 
Mstep: Class 19 contains 11426 members 
Mstep: Class 20 contains 318251 members 
Mstep: Class 21 contains 8010 members 
Mstep: Class 22 contains 19554 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 3699 members 
Mstep: Class 25 contains 9663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161371600.000000 Penalty: 87824.398438
Iteration 46Q: 26 clusters Score -1.613716e+08 nChanged 19011
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 14624 members 
Mstep: Class 3 contains 11125 members 
Mstep: Class 4 contains 236589 members 
Mstep: Class 5 contains 3830 members 
Mstep: Class 6 contains 6633 members 
Mstep: Class 7 contains 21474 members 
Mstep: Class 8 contains 1061 members 
Mstep: Class 9 contains 242293 members 
Mstep: Class 10 contains 25616 members 
Mstep: Class 11 contains 17306 members 
Mstep: Class 12 contains 45901 members 
Mstep: Class 13 contains 7119 members 
Mstep: Class 14 contains 233003 members 
Mstep: Class 15 contains 19203 members 
Mstep: Class 16 contains 37442 members 
Mstep: Class 17 contains 39480 members 
Mstep: Class 18 contains 64139 members 
Mstep: Class 19 contains 11462 members 
Mstep: Class 20 contains 316809 members 
Mstep: Class 21 contains 8118 members 
Mstep: Class 22 contains 19712 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 3774 members 
Mstep: Class 25 contains 10098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161373024.000000 Penalty: 87824.398438
Iteration 47Q: 26 clusters Score -1.61373e+08 nChanged 18597
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 14587 members 
Mstep: Class 3 contains 11547 members 
Mstep: Class 4 contains 244419 members 
Mstep: Class 5 contains 3822 members 
Mstep: Class 6 contains 6658 members 
Mstep: Class 7 contains 22029 members 
Mstep: Class 8 contains 1063 members 
Mstep: Class 9 contains 239334 members 
Mstep: Class 10 contains 25583 members 
Mstep: Class 11 contains 17332 members 
Mstep: Class 12 contains 46197 members 
Mstep: Class 13 contains 7079 members 
Mstep: Class 14 contains 228434 members 
Mstep: Class 15 contains 19023 members 
Mstep: Class 16 contains 37430 members 
Mstep: Class 17 contains 38671 members 
Mstep: Class 18 contains 64257 members 
Mstep: Class 19 contains 11470 members 
Mstep: Class 20 contains 315478 members 
Mstep: Class 21 contains 8228 members 
Mstep: Class 22 contains 19871 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 3841 members 
Mstep: Class 25 contains 10577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374208.000000 Penalty: 87824.398438
Iteration 48Q: 26 clusters Score -1.613742e+08 nChanged 18541
Entering Unmasked Mstep 
Mstep: Class 0 contains 256 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 14567 members 
Mstep: Class 3 contains 11932 members 
Mstep: Class 4 contains 252101 members 
Mstep: Class 5 contains 3815 members 
Mstep: Class 6 contains 6660 members 
Mstep: Class 7 contains 22592 members 
Mstep: Class 8 contains 1073 members 
Mstep: Class 9 contains 236359 members 
Mstep: Class 10 contains 25524 members 
Mstep: Class 11 contains 17372 members 
Mstep: Class 12 contains 46413 members 
Mstep: Class 13 contains 7035 members 
Mstep: Class 14 contains 223939 members 
Mstep: Class 15 contains 18814 members 
Mstep: Class 16 contains 37406 members 
Mstep: Class 17 contains 37914 members 
Mstep: Class 18 contains 64362 members 
Mstep: Class 19 contains 11475 members 
Mstep: Class 20 contains 314321 members 
Mstep: Class 21 contains 8339 members 
Mstep: Class 22 contains 20032 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 3912 members 
Mstep: Class 25 contains 11077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375152.000000 Penalty: 87824.398438
Iteration 49Q: 26 clusters Score -1.613752e+08 nChanged 18311
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 14524 members 
Mstep: Class 3 contains 12252 members 
Mstep: Class 4 contains 259296 members 
Mstep: Class 5 contains 3817 members 
Mstep: Class 6 contains 6674 members 
Mstep: Class 7 contains 23154 members 
Mstep: Class 8 contains 1076 members 
Mstep: Class 9 contains 233623 members 
Mstep: Class 10 contains 25459 members 
Mstep: Class 11 contains 17402 members 
Mstep: Class 12 contains 46603 members 
Mstep: Class 13 contains 6986 members 
Mstep: Class 14 contains 219522 members 
Mstep: Class 15 contains 18626 members 
Mstep: Class 16 contains 37356 members 
Mstep: Class 17 contains 37187 members 
Mstep: Class 18 contains 64473 members 
Mstep: Class 19 contains 11493 members 
Mstep: Class 20 contains 313455 members 
Mstep: Class 21 contains 8440 members 
Mstep: Class 22 contains 20158 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 3990 members 
Mstep: Class 25 contains 11541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375648.000000 Penalty: 87824.398438
Iteration 50Q: 26 clusters Score -1.613756e+08 nChanged 18156
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 14491 members 
Mstep: Class 3 contains 12517 members 
Mstep: Class 4 contains 265996 members 
Mstep: Class 5 contains 3812 members 
Mstep: Class 6 contains 6666 members 
Mstep: Class 7 contains 23743 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 231051 members 
Mstep: Class 10 contains 25401 members 
Mstep: Class 11 contains 17451 members 
Mstep: Class 12 contains 46731 members 
Mstep: Class 13 contains 6950 members 
Mstep: Class 14 contains 215262 members 
Mstep: Class 15 contains 18438 members 
Mstep: Class 16 contains 37318 members 
Mstep: Class 17 contains 36518 members 
Mstep: Class 18 contains 64603 members 
Mstep: Class 19 contains 11506 members 
Mstep: Class 20 contains 312745 members 
Mstep: Class 21 contains 8508 members 
Mstep: Class 22 contains 20283 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 4069 members 
Mstep: Class 25 contains 12025 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376544.000000 Penalty: 87824.398438
Iteration 51Q: 26 clusters Score -1.613765e+08 nChanged 17563
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 14440 members 
Mstep: Class 3 contains 12750 members 
Mstep: Class 4 contains 271963 members 
Mstep: Class 5 contains 3811 members 
Mstep: Class 6 contains 6676 members 
Mstep: Class 7 contains 24287 members 
Mstep: Class 8 contains 1084 members 
Mstep: Class 9 contains 228689 members 
Mstep: Class 10 contains 25336 members 
Mstep: Class 11 contains 17515 members 
Mstep: Class 12 contains 46870 members 
Mstep: Class 13 contains 6918 members 
Mstep: Class 14 contains 211342 members 
Mstep: Class 15 contains 18254 members 
Mstep: Class 16 contains 37323 members 
Mstep: Class 17 contains 35867 members 
Mstep: Class 18 contains 64750 members 
Mstep: Class 19 contains 11510 members 
Mstep: Class 20 contains 312150 members 
Mstep: Class 21 contains 8610 members 
Mstep: Class 22 contains 20374 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 4130 members 
Mstep: Class 25 contains 12571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376240.000000 Penalty: 87824.398438
Iteration 52Q: 26 clusters Score -1.613762e+08 nChanged 16908
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 14401 members 
Mstep: Class 3 contains 12989 members 
Mstep: Class 4 contains 277150 members 
Mstep: Class 5 contains 3806 members 
Mstep: Class 6 contains 6683 members 
Mstep: Class 7 contains 24873 members 
Mstep: Class 8 contains 1089 members 
Mstep: Class 9 contains 226357 members 
Mstep: Class 10 contains 25287 members 
Mstep: Class 11 contains 17568 members 
Mstep: Class 12 contains 46926 members 
Mstep: Class 13 contains 6885 members 
Mstep: Class 14 contains 207922 members 
Mstep: Class 15 contains 18116 members 
Mstep: Class 16 contains 37357 members 
Mstep: Class 17 contains 35272 members 
Mstep: Class 18 contains 64928 members 
Mstep: Class 19 contains 11523 members 
Mstep: Class 20 contains 311729 members 
Mstep: Class 21 contains 8695 members 
Mstep: Class 22 contains 20443 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 4182 members 
Mstep: Class 25 contains 13080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376544.000000 Penalty: 87824.398438
Iteration 53Q: 26 clusters Score -1.613765e+08 nChanged 16137
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 14378 members 
Mstep: Class 3 contains 13232 members 
Mstep: Class 4 contains 281473 members 
Mstep: Class 5 contains 3804 members 
Mstep: Class 6 contains 6682 members 
Mstep: Class 7 contains 25508 members 
Mstep: Class 8 contains 1093 members 
Mstep: Class 9 contains 224017 members 
Mstep: Class 10 contains 25243 members 
Mstep: Class 11 contains 17619 members 
Mstep: Class 12 contains 46933 members 
Mstep: Class 13 contains 6857 members 
Mstep: Class 14 contains 205105 members 
Mstep: Class 15 contains 17981 members 
Mstep: Class 16 contains 37368 members 
Mstep: Class 17 contains 34776 members 
Mstep: Class 18 contains 65141 members 
Mstep: Class 19 contains 11535 members 
Mstep: Class 20 contains 311534 members 
Mstep: Class 21 contains 8758 members 
Mstep: Class 22 contains 20490 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 4229 members 
Mstep: Class 25 contains 13536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376624.000000 Penalty: 87824.398438
Iteration 54Q: 26 clusters Score -1.613766e+08 nChanged 15561
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 14368 members 
Mstep: Class 3 contains 13470 members 
Mstep: Class 4 contains 284959 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 6692 members 
Mstep: Class 7 contains 26188 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 221904 members 
Mstep: Class 10 contains 25206 members 
Mstep: Class 11 contains 17666 members 
Mstep: Class 12 contains 46910 members 
Mstep: Class 13 contains 6825 members 
Mstep: Class 14 contains 202656 members 
Mstep: Class 15 contains 17875 members 
Mstep: Class 16 contains 37325 members 
Mstep: Class 17 contains 34286 members 
Mstep: Class 18 contains 65417 members 
Mstep: Class 19 contains 11538 members 
Mstep: Class 20 contains 311593 members 
Mstep: Class 21 contains 8811 members 
Mstep: Class 22 contains 20551 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 4272 members 
Mstep: Class 25 contains 13928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375488.000000 Penalty: 87824.398438
Iteration 55Q: 26 clusters Score -1.613755e+08 nChanged 14902
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 14333 members 
Mstep: Class 3 contains 13693 members 
Mstep: Class 4 contains 287574 members 
Mstep: Class 5 contains 3798 members 
Mstep: Class 6 contains 6698 members 
Mstep: Class 7 contains 26843 members 
Mstep: Class 8 contains 1096 members 
Mstep: Class 9 contains 220105 members 
Mstep: Class 10 contains 25184 members 
Mstep: Class 11 contains 17700 members 
Mstep: Class 12 contains 46887 members 
Mstep: Class 13 contains 6798 members 
Mstep: Class 14 contains 200653 members 
Mstep: Class 15 contains 17752 members 
Mstep: Class 16 contains 37334 members 
Mstep: Class 17 contains 33826 members 
Mstep: Class 18 contains 65728 members 
Mstep: Class 19 contains 11550 members 
Mstep: Class 20 contains 311700 members 
Mstep: Class 21 contains 8872 members 
Mstep: Class 22 contains 20597 members 
Mstep: Class 23 contains 2583 members 
Mstep: Class 24 contains 4315 members 
Mstep: Class 25 contains 14333 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375808.000000 Penalty: 87824.398438
Iteration 56Q: 26 clusters Score -1.613758e+08 nChanged 14433
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 14309 members 
Mstep: Class 3 contains 13917 members 
Mstep: Class 4 contains 289425 members 
Mstep: Class 5 contains 3787 members 
Mstep: Class 6 contains 6701 members 
Mstep: Class 7 contains 27534 members 
Mstep: Class 8 contains 1103 members 
Mstep: Class 9 contains 218676 members 
Mstep: Class 10 contains 25172 members 
Mstep: Class 11 contains 17745 members 
Mstep: Class 12 contains 46829 members 
Mstep: Class 13 contains 6771 members 
Mstep: Class 14 contains 199173 members 
Mstep: Class 15 contains 17649 members 
Mstep: Class 16 contains 37354 members 
Mstep: Class 17 contains 33408 members 
Mstep: Class 18 contains 66035 members 
Mstep: Class 19 contains 11571 members 
Mstep: Class 20 contains 311644 members 
Mstep: Class 21 contains 8922 members 
Mstep: Class 22 contains 20628 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 4354 members 
Mstep: Class 25 contains 14723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375120.000000 Penalty: 87824.398438
Iteration 57Q: 26 clusters Score -1.613751e+08 nChanged 13802
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 14277 members 
Mstep: Class 3 contains 14126 members 
Mstep: Class 4 contains 290504 members 
Mstep: Class 5 contains 3783 members 
Mstep: Class 6 contains 6696 members 
Mstep: Class 7 contains 28229 members 
Mstep: Class 8 contains 1107 members 
Mstep: Class 9 contains 217642 members 
Mstep: Class 10 contains 25149 members 
Mstep: Class 11 contains 17793 members 
Mstep: Class 12 contains 46762 members 
Mstep: Class 13 contains 6740 members 
Mstep: Class 14 contains 198045 members 
Mstep: Class 15 contains 17543 members 
Mstep: Class 16 contains 37371 members 
Mstep: Class 17 contains 33041 members 
Mstep: Class 18 contains 66373 members 
Mstep: Class 19 contains 11594 members 
Mstep: Class 20 contains 311627 members 
Mstep: Class 21 contains 8972 members 
Mstep: Class 22 contains 20675 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 4394 members 
Mstep: Class 25 contains 15041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374992.000000 Penalty: 87824.398438
Iteration 58Q: 26 clusters Score -1.61375e+08 nChanged 13172
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 14280 members 
Mstep: Class 3 contains 14349 members 
Mstep: Class 4 contains 290897 members 
Mstep: Class 5 contains 3776 members 
Mstep: Class 6 contains 6697 members 
Mstep: Class 7 contains 28879 members 
Mstep: Class 8 contains 1111 members 
Mstep: Class 9 contains 216891 members 
Mstep: Class 10 contains 25131 members 
Mstep: Class 11 contains 17831 members 
Mstep: Class 12 contains 46706 members 
Mstep: Class 13 contains 6723 members 
Mstep: Class 14 contains 197283 members 
Mstep: Class 15 contains 17465 members 
Mstep: Class 16 contains 37407 members 
Mstep: Class 17 contains 32639 members 
Mstep: Class 18 contains 66728 members 
Mstep: Class 19 contains 11595 members 
Mstep: Class 20 contains 311656 members 
Mstep: Class 21 contains 9016 members 
Mstep: Class 22 contains 20744 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 4421 members 
Mstep: Class 25 contains 15312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374592.000000 Penalty: 87824.398438
Iteration 59Q: 26 clusters Score -1.613746e+08 nChanged 12634
Entering Unmasked Mstep 
Mstep: Class 0 contains 257 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 14291 members 
Mstep: Class 3 contains 14554 members 
Mstep: Class 4 contains 290554 members 
Mstep: Class 5 contains 3769 members 
Mstep: Class 6 contains 6712 members 
Mstep: Class 7 contains 29548 members 
Mstep: Class 8 contains 1116 members 
Mstep: Class 9 contains 216417 members 
Mstep: Class 10 contains 25118 members 
Mstep: Class 11 contains 17869 members 
Mstep: Class 12 contains 46607 members 
Mstep: Class 13 contains 6703 members 
Mstep: Class 14 contains 196881 members 
Mstep: Class 15 contains 17369 members 
Mstep: Class 16 contains 37462 members 
Mstep: Class 17 contains 32220 members 
Mstep: Class 18 contains 67111 members 
Mstep: Class 19 contains 11617 members 
Mstep: Class 20 contains 311797 members 
Mstep: Class 21 contains 9043 members 
Mstep: Class 22 contains 20789 members 
Mstep: Class 23 contains 2584 members 
Mstep: Class 24 contains 4446 members 
Mstep: Class 25 contains 15581 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161379504.000000 Penalty: 87824.398438
Iteration 60F: 26 clusters Score -1.613795e+08 nChanged 12588
Entering Unmasked Mstep 
Mstep: Class 0 contains 132 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 14290 members 
Mstep: Class 3 contains 14778 members 
Mstep: Class 4 contains 289962 members 
Mstep: Class 5 contains 3767 members 
Mstep: Class 6 contains 6723 members 
Mstep: Class 7 contains 30230 members 
Mstep: Class 8 contains 1119 members 
Mstep: Class 9 contains 215926 members 
Mstep: Class 10 contains 25101 members 
Mstep: Class 11 contains 17900 members 
Mstep: Class 12 contains 46481 members 
Mstep: Class 13 contains 6686 members 
Mstep: Class 14 contains 196634 members 
Mstep: Class 15 contains 17266 members 
Mstep: Class 16 contains 37525 members 
Mstep: Class 17 contains 31840 members 
Mstep: Class 18 contains 67535 members 
Mstep: Class 19 contains 11626 members 
Mstep: Class 20 contains 312047 members 
Mstep: Class 21 contains 9073 members 
Mstep: Class 22 contains 20821 members 
Mstep: Class 23 contains 2710 members 
Mstep: Class 24 contains 4467 members 
Mstep: Class 25 contains 15813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161384112.000000 Penalty: 87824.398438
Iteration 61Q: 26 clusters Score -1.613841e+08 nChanged 12465
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 14276 members 
Mstep: Class 3 contains 14987 members 
Mstep: Class 4 contains 288809 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 6728 members 
Mstep: Class 7 contains 30962 members 
Mstep: Class 8 contains 1122 members 
Mstep: Class 9 contains 215654 members 
Mstep: Class 10 contains 25082 members 
Mstep: Class 11 contains 17934 members 
Mstep: Class 12 contains 46334 members 
Mstep: Class 13 contains 6654 members 
Mstep: Class 14 contains 196713 members 
Mstep: Class 15 contains 17187 members 
Mstep: Class 16 contains 37597 members 
Mstep: Class 17 contains 31499 members 
Mstep: Class 18 contains 67961 members 
Mstep: Class 19 contains 11650 members 
Mstep: Class 20 contains 312268 members 
Mstep: Class 21 contains 9115 members 
Mstep: Class 22 contains 20856 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4493 members 
Mstep: Class 25 contains 16001 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161384000.000000 Penalty: 87824.398438
Iteration 62Q: 26 clusters Score -1.61384e+08 nChanged 12100
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 14253 members 
Mstep: Class 3 contains 15202 members 
Mstep: Class 4 contains 287121 members 
Mstep: Class 5 contains 3764 members 
Mstep: Class 6 contains 6743 members 
Mstep: Class 7 contains 31707 members 
Mstep: Class 8 contains 1123 members 
Mstep: Class 9 contains 215501 members 
Mstep: Class 10 contains 25061 members 
Mstep: Class 11 contains 17969 members 
Mstep: Class 12 contains 46187 members 
Mstep: Class 13 contains 6633 members 
Mstep: Class 14 contains 196966 members 
Mstep: Class 15 contains 17114 members 
Mstep: Class 16 contains 37677 members 
Mstep: Class 17 contains 31210 members 
Mstep: Class 18 contains 68469 members 
Mstep: Class 19 contains 11669 members 
Mstep: Class 20 contains 312568 members 
Mstep: Class 21 contains 9148 members 
Mstep: Class 22 contains 20887 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4516 members 
Mstep: Class 25 contains 16181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161382880.000000 Penalty: 87824.398438
Iteration 63Q: 26 clusters Score -1.613829e+08 nChanged 11908
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 14246 members 
Mstep: Class 3 contains 15425 members 
Mstep: Class 4 contains 284869 members 
Mstep: Class 5 contains 3761 members 
Mstep: Class 6 contains 6750 members 
Mstep: Class 7 contains 32472 members 
Mstep: Class 8 contains 1127 members 
Mstep: Class 9 contains 215458 members 
Mstep: Class 10 contains 25034 members 
Mstep: Class 11 contains 17993 members 
Mstep: Class 12 contains 46047 members 
Mstep: Class 13 contains 6611 members 
Mstep: Class 14 contains 197526 members 
Mstep: Class 15 contains 17074 members 
Mstep: Class 16 contains 37722 members 
Mstep: Class 17 contains 31017 members 
Mstep: Class 18 contains 68914 members 
Mstep: Class 19 contains 11689 members 
Mstep: Class 20 contains 312935 members 
Mstep: Class 21 contains 9183 members 
Mstep: Class 22 contains 20926 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4541 members 
Mstep: Class 25 contains 16366 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161382864.000000 Penalty: 87824.398438
Iteration 64Q: 26 clusters Score -1.613829e+08 nChanged 11635
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 14231 members 
Mstep: Class 3 contains 15651 members 
Mstep: Class 4 contains 282316 members 
Mstep: Class 5 contains 3750 members 
Mstep: Class 6 contains 6755 members 
Mstep: Class 7 contains 33270 members 
Mstep: Class 8 contains 1129 members 
Mstep: Class 9 contains 215479 members 
Mstep: Class 10 contains 25011 members 
Mstep: Class 11 contains 18012 members 
Mstep: Class 12 contains 45882 members 
Mstep: Class 13 contains 6583 members 
Mstep: Class 14 contains 198302 members 
Mstep: Class 15 contains 17017 members 
Mstep: Class 16 contains 37749 members 
Mstep: Class 17 contains 30844 members 
Mstep: Class 18 contains 69351 members 
Mstep: Class 19 contains 11711 members 
Mstep: Class 20 contains 313365 members 
Mstep: Class 21 contains 9228 members 
Mstep: Class 22 contains 20961 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4567 members 
Mstep: Class 25 contains 16535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161382464.000000 Penalty: 87824.398438
Iteration 65Q: 26 clusters Score -1.613825e+08 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 14228 members 
Mstep: Class 3 contains 15909 members 
Mstep: Class 4 contains 279378 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 6750 members 
Mstep: Class 7 contains 34029 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 215725 members 
Mstep: Class 10 contains 25009 members 
Mstep: Class 11 contains 18040 members 
Mstep: Class 12 contains 45725 members 
Mstep: Class 13 contains 6560 members 
Mstep: Class 14 contains 199224 members 
Mstep: Class 15 contains 16964 members 
Mstep: Class 16 contains 37778 members 
Mstep: Class 17 contains 30733 members 
Mstep: Class 18 contains 69786 members 
Mstep: Class 19 contains 11715 members 
Mstep: Class 20 contains 313763 members 
Mstep: Class 21 contains 9264 members 
Mstep: Class 22 contains 21004 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4589 members 
Mstep: Class 25 contains 16677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161383408.000000 Penalty: 87824.398438
Iteration 66Q: 26 clusters Score -1.613834e+08 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 14215 members 
Mstep: Class 3 contains 16162 members 
Mstep: Class 4 contains 276062 members 
Mstep: Class 5 contains 3751 members 
Mstep: Class 6 contains 6772 members 
Mstep: Class 7 contains 34827 members 
Mstep: Class 8 contains 1130 members 
Mstep: Class 9 contains 216063 members 
Mstep: Class 10 contains 25007 members 
Mstep: Class 11 contains 18066 members 
Mstep: Class 12 contains 45559 members 
Mstep: Class 13 contains 6539 members 
Mstep: Class 14 contains 200393 members 
Mstep: Class 15 contains 16887 members 
Mstep: Class 16 contains 37838 members 
Mstep: Class 17 contains 30600 members 
Mstep: Class 18 contains 70225 members 
Mstep: Class 19 contains 11723 members 
Mstep: Class 20 contains 314208 members 
Mstep: Class 21 contains 9288 members 
Mstep: Class 22 contains 21051 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4607 members 
Mstep: Class 25 contains 16808 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161383264.000000 Penalty: 87824.398438
Iteration 67Q: 26 clusters Score -1.613833e+08 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 14202 members 
Mstep: Class 3 contains 16396 members 
Mstep: Class 4 contains 272521 members 
Mstep: Class 5 contains 3746 members 
Mstep: Class 6 contains 6767 members 
Mstep: Class 7 contains 35625 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 216511 members 
Mstep: Class 10 contains 25005 members 
Mstep: Class 11 contains 18094 members 
Mstep: Class 12 contains 45424 members 
Mstep: Class 13 contains 6526 members 
Mstep: Class 14 contains 201633 members 
Mstep: Class 15 contains 16831 members 
Mstep: Class 16 contains 37901 members 
Mstep: Class 17 contains 30516 members 
Mstep: Class 18 contains 70722 members 
Mstep: Class 19 contains 11729 members 
Mstep: Class 20 contains 314600 members 
Mstep: Class 21 contains 9321 members 
Mstep: Class 22 contains 21098 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4621 members 
Mstep: Class 25 contains 16913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161383232.000000 Penalty: 87824.398438
Iteration 68Q: 26 clusters Score -1.613832e+08 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 14185 members 
Mstep: Class 3 contains 16614 members 
Mstep: Class 4 contains 268720 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 6771 members 
Mstep: Class 7 contains 36408 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 217111 members 
Mstep: Class 10 contains 25005 members 
Mstep: Class 11 contains 18123 members 
Mstep: Class 12 contains 45274 members 
Mstep: Class 13 contains 6507 members 
Mstep: Class 14 contains 203036 members 
Mstep: Class 15 contains 16787 members 
Mstep: Class 16 contains 37963 members 
Mstep: Class 17 contains 30351 members 
Mstep: Class 18 contains 71228 members 
Mstep: Class 19 contains 11740 members 
Mstep: Class 20 contains 315029 members 
Mstep: Class 21 contains 9344 members 
Mstep: Class 22 contains 21131 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4635 members 
Mstep: Class 25 contains 17043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161383456.000000 Penalty: 87824.398438
Iteration 69Q: 26 clusters Score -1.613835e+08 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 14175 members 
Mstep: Class 3 contains 16814 members 
Mstep: Class 4 contains 264826 members 
Mstep: Class 5 contains 3736 members 
Mstep: Class 6 contains 6781 members 
Mstep: Class 7 contains 37196 members 
Mstep: Class 8 contains 1133 members 
Mstep: Class 9 contains 217846 members 
Mstep: Class 10 contains 24991 members 
Mstep: Class 11 contains 18159 members 
Mstep: Class 12 contains 45120 members 
Mstep: Class 13 contains 6485 members 
Mstep: Class 14 contains 204493 members 
Mstep: Class 15 contains 16719 members 
Mstep: Class 16 contains 38005 members 
Mstep: Class 17 contains 30257 members 
Mstep: Class 18 contains 71792 members 
Mstep: Class 19 contains 11758 members 
Mstep: Class 20 contains 315331 members 
Mstep: Class 21 contains 9368 members 
Mstep: Class 22 contains 21171 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4655 members 
Mstep: Class 25 contains 17128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161382176.000000 Penalty: 87824.398438
Iteration 70Q: 26 clusters Score -1.613822e+08 nChanged 10354
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 14147 members 
Mstep: Class 3 contains 17034 members 
Mstep: Class 4 contains 260785 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 6789 members 
Mstep: Class 7 contains 38013 members 
Mstep: Class 8 contains 1132 members 
Mstep: Class 9 contains 218581 members 
Mstep: Class 10 contains 24974 members 
Mstep: Class 11 contains 18209 members 
Mstep: Class 12 contains 44972 members 
Mstep: Class 13 contains 6467 members 
Mstep: Class 14 contains 205998 members 
Mstep: Class 15 contains 16626 members 
Mstep: Class 16 contains 38050 members 
Mstep: Class 17 contains 30165 members 
Mstep: Class 18 contains 72307 members 
Mstep: Class 19 contains 11773 members 
Mstep: Class 20 contains 315744 members 
Mstep: Class 21 contains 9394 members 
Mstep: Class 22 contains 21201 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4670 members 
Mstep: Class 25 contains 17201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161381328.000000 Penalty: 87824.398438
Iteration 71Q: 26 clusters Score -1.613813e+08 nChanged 10170
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 14112 members 
Mstep: Class 3 contains 17254 members 
Mstep: Class 4 contains 256681 members 
Mstep: Class 5 contains 3739 members 
Mstep: Class 6 contains 6800 members 
Mstep: Class 7 contains 38827 members 
Mstep: Class 8 contains 1134 members 
Mstep: Class 9 contains 219465 members 
Mstep: Class 10 contains 24967 members 
Mstep: Class 11 contains 18261 members 
Mstep: Class 12 contains 44827 members 
Mstep: Class 13 contains 6445 members 
Mstep: Class 14 contains 207460 members 
Mstep: Class 15 contains 16548 members 
Mstep: Class 16 contains 38111 members 
Mstep: Class 17 contains 30104 members 
Mstep: Class 18 contains 72795 members 
Mstep: Class 19 contains 11784 members 
Mstep: Class 20 contains 316075 members 
Mstep: Class 21 contains 9424 members 
Mstep: Class 22 contains 21221 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4684 members 
Mstep: Class 25 contains 17264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161381488.000000 Penalty: 87824.398438
Iteration 72Q: 26 clusters Score -1.613815e+08 nChanged 10033
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 14107 members 
Mstep: Class 3 contains 17481 members 
Mstep: Class 4 contains 252585 members 
Mstep: Class 5 contains 3742 members 
Mstep: Class 6 contains 6802 members 
Mstep: Class 7 contains 39633 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 220505 members 
Mstep: Class 10 contains 24948 members 
Mstep: Class 11 contains 18316 members 
Mstep: Class 12 contains 44700 members 
Mstep: Class 13 contains 6434 members 
Mstep: Class 14 contains 208757 members 
Mstep: Class 15 contains 16495 members 
Mstep: Class 16 contains 38149 members 
Mstep: Class 17 contains 30077 members 
Mstep: Class 18 contains 73340 members 
Mstep: Class 19 contains 11788 members 
Mstep: Class 20 contains 316305 members 
Mstep: Class 21 contains 9451 members 
Mstep: Class 22 contains 21238 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4700 members 
Mstep: Class 25 contains 17323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161381200.000000 Penalty: 87824.398438
Iteration 73Q: 26 clusters Score -1.613812e+08 nChanged 9715
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17785 members 
Mstep: Class 2 contains 14094 members 
Mstep: Class 3 contains 17721 members 
Mstep: Class 4 contains 248575 members 
Mstep: Class 5 contains 3740 members 
Mstep: Class 6 contains 6807 members 
Mstep: Class 7 contains 40416 members 
Mstep: Class 8 contains 1135 members 
Mstep: Class 9 contains 221712 members 
Mstep: Class 10 contains 24943 members 
Mstep: Class 11 contains 18353 members 
Mstep: Class 12 contains 44564 members 
Mstep: Class 13 contains 6426 members 
Mstep: Class 14 contains 209837 members 
Mstep: Class 15 contains 16460 members 
Mstep: Class 16 contains 38208 members 
Mstep: Class 17 contains 30004 members 
Mstep: Class 18 contains 73880 members 
Mstep: Class 19 contains 11794 members 
Mstep: Class 20 contains 316540 members 
Mstep: Class 21 contains 9471 members 
Mstep: Class 22 contains 21266 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4710 members 
Mstep: Class 25 contains 17382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161380976.000000 Penalty: 87824.398438
Iteration 74Q: 26 clusters Score -1.61381e+08 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 14096 members 
Mstep: Class 3 contains 17942 members 
Mstep: Class 4 contains 244685 members 
Mstep: Class 5 contains 3745 members 
Mstep: Class 6 contains 6817 members 
Mstep: Class 7 contains 41127 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 223001 members 
Mstep: Class 10 contains 24939 members 
Mstep: Class 11 contains 18389 members 
Mstep: Class 12 contains 44461 members 
Mstep: Class 13 contains 6416 members 
Mstep: Class 14 contains 210800 members 
Mstep: Class 15 contains 16428 members 
Mstep: Class 16 contains 38249 members 
Mstep: Class 17 contains 29979 members 
Mstep: Class 18 contains 74418 members 
Mstep: Class 19 contains 11802 members 
Mstep: Class 20 contains 316681 members 
Mstep: Class 21 contains 9485 members 
Mstep: Class 22 contains 21293 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4718 members 
Mstep: Class 25 contains 17470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161380944.000000 Penalty: 87824.398438
Iteration 75Q: 26 clusters Score -1.613809e+08 nChanged 9149
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 14085 members 
Mstep: Class 3 contains 18180 members 
Mstep: Class 4 contains 240825 members 
Mstep: Class 5 contains 3749 members 
Mstep: Class 6 contains 6827 members 
Mstep: Class 7 contains 41808 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 224487 members 
Mstep: Class 10 contains 24931 members 
Mstep: Class 11 contains 18423 members 
Mstep: Class 12 contains 44330 members 
Mstep: Class 13 contains 6409 members 
Mstep: Class 14 contains 211679 members 
Mstep: Class 15 contains 16397 members 
Mstep: Class 16 contains 38302 members 
Mstep: Class 17 contains 29900 members 
Mstep: Class 18 contains 74860 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 316868 members 
Mstep: Class 21 contains 9496 members 
Mstep: Class 22 contains 21316 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4724 members 
Mstep: Class 25 contains 17567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161381648.000000 Penalty: 87824.398438
Iteration 76Q: 26 clusters Score -1.613816e+08 nChanged 9056
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 14074 members 
Mstep: Class 3 contains 18422 members 
Mstep: Class 4 contains 236944 members 
Mstep: Class 5 contains 3754 members 
Mstep: Class 6 contains 6835 members 
Mstep: Class 7 contains 42502 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 226073 members 
Mstep: Class 10 contains 24928 members 
Mstep: Class 11 contains 18447 members 
Mstep: Class 12 contains 44214 members 
Mstep: Class 13 contains 6401 members 
Mstep: Class 14 contains 212488 members 
Mstep: Class 15 contains 16387 members 
Mstep: Class 16 contains 38346 members 
Mstep: Class 17 contains 29839 members 
Mstep: Class 18 contains 75281 members 
Mstep: Class 19 contains 11813 members 
Mstep: Class 20 contains 317001 members 
Mstep: Class 21 contains 9518 members 
Mstep: Class 22 contains 21334 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4731 members 
Mstep: Class 25 contains 17665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161382144.000000 Penalty: 87824.398438
Iteration 77Q: 26 clusters Score -1.613821e+08 nChanged 8760
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 14067 members 
Mstep: Class 3 contains 18666 members 
Mstep: Class 4 contains 233349 members 
Mstep: Class 5 contains 3759 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 43178 members 
Mstep: Class 8 contains 1136 members 
Mstep: Class 9 contains 227584 members 
Mstep: Class 10 contains 24939 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 44058 members 
Mstep: Class 13 contains 6387 members 
Mstep: Class 14 contains 213194 members 
Mstep: Class 15 contains 16369 members 
Mstep: Class 16 contains 38382 members 
Mstep: Class 17 contains 29806 members 
Mstep: Class 18 contains 75676 members 
Mstep: Class 19 contains 11817 members 
Mstep: Class 20 contains 317110 members 
Mstep: Class 21 contains 9537 members 
Mstep: Class 22 contains 21338 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4738 members 
Mstep: Class 25 contains 17750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161382512.000000 Penalty: 87824.398438
Iteration 78Q: 26 clusters Score -1.613825e+08 nChanged 8487
Entering ConstructFrom: 
Score: -161382512.000000 Penalty: 87824.398438
Entering ConstructFrom: 
Trying to split cluster 1 (17665 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Entering Unmasked Estep 
Score: -1989832.375000 Penalty: 2425.276611
	Iteration 0F: 2 clusters Score -1989832 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1977397.000000 Penalty: 4850.553223
	Iteration 0F: 3 clusters Score -1977397 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1981538.250000 Penalty: 4850.553223
	Iteration 1F: 3 clusters Score -1981538 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1982053.500000 Penalty: 4850.553223
	Iteration 2F: 3 clusters Score -1982054 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1982609.125000 Penalty: 4850.553223
	Iteration 3F: 3 clusters Score -1982609 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1983300.000000 Penalty: 4850.553223
	Iteration 4F: 3 clusters Score -1983300 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -1984148.750000 Penalty: 4850.553223
	Iteration 5F: 3 clusters Score -1984149 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -1984979.750000 Penalty: 4850.553223
	Iteration 6F: 3 clusters Score -1984980 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -1985679.500000 Penalty: 4850.553223
	Iteration 7F: 3 clusters Score -1985680 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1986272.125000 Penalty: 4850.553223
	Iteration 8Q: 3 clusters Score -1986272 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -1986766.125000 Penalty: 4850.553223
	Iteration 9Q: 3 clusters Score -1986766 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -1987215.000000 Penalty: 4850.553223
	Iteration 10Q: 3 clusters Score -1987215 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -1987558.250000 Penalty: 4850.553223
	Iteration 11Q: 3 clusters Score -1987558 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -1987755.375000 Penalty: 4850.553223
	Iteration 12Q: 3 clusters Score -1987755 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1987865.375000 Penalty: 4850.553223
	Iteration 13Q: 3 clusters Score -1987865 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1987935.250000 Penalty: 4850.553223
	Iteration 14Q: 3 clusters Score -1987935 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1987981.375000 Penalty: 4850.553223
	Iteration 15Q: 3 clusters Score -1987981 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1988012.250000 Penalty: 4850.553223
	Iteration 16Q: 3 clusters Score -1988012 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1988038.000000 Penalty: 4850.553223
	Iteration 17Q: 3 clusters Score -1988038 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 12851 members 
Entering Unmasked Estep 
Score: -1988044.375000 Penalty: 4850.553223
	Iteration 18Q: 3 clusters Score -1988044 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1988056.875000 Penalty: 4850.553223
	Iteration 19Q: 3 clusters Score -1988057 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1988067.000000 Penalty: 4850.553223
	Iteration 20F: 3 clusters Score -1988067 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1988069.625000 Penalty: 4850.553223
	Iteration 21Q: 3 clusters Score -1988070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -1988080.000000 Penalty: 4850.553223
	Iteration 22Q: 3 clusters Score -1988080 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1988081.125000 Penalty: 4850.553223
	Iteration 23Q: 3 clusters Score -1988081 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -1988079.000000 Penalty: 4850.553223
	Iteration 24Q: 3 clusters Score -1988079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1988079.125000 Penalty: 4850.553223
	Iteration 25Q: 3 clusters Score -1988079 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -1988086.875000 Penalty: 4850.553223
	Iteration 26Q: 3 clusters Score -1988087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1988083.000000 Penalty: 4850.553223
	Iteration 27Q: 3 clusters Score -1988083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -1988085.000000 Penalty: 4850.553223
	Iteration 28Q: 3 clusters Score -1988085 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1988089.125000 Penalty: 4850.553223
	Iteration 29Q: 3 clusters Score -1988089 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1988086.500000 Penalty: 4850.553223
	Iteration 30Q: 3 clusters Score -1988086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -1988084.875000 Penalty: 4850.553223
	Iteration 31Q: 3 clusters Score -1988085 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1988085.500000 Penalty: 4850.553223
	Iteration 32Q: 3 clusters Score -1988086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1988083.000000 Penalty: 4850.553223
	Iteration 33Q: 3 clusters Score -1988083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1988086.875000 Penalty: 4850.553223
	Iteration 34Q: 3 clusters Score -1988087 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1988086.500000 Penalty: 4850.553223
	Iteration 35Q: 3 clusters Score -1988086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -1988087.000000 Penalty: 4850.553223
	Iteration 36Q: 3 clusters Score -1988087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1988083.875000 Penalty: 4850.553223
	Iteration 37Q: 3 clusters Score -1988084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1988083.250000 Penalty: 4850.553223
	Iteration 38Q: 3 clusters Score -1988083 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -1988083.875000 Penalty: 4850.553223
	Iteration 39Q: 3 clusters Score -1988084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -1988090.750000 Penalty: 4850.553223
	Iteration 40F: 3 clusters Score -1988091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -1988087.125000 Penalty: 4850.553223
	Iteration 41Q: 3 clusters Score -1988087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1988091.000000 Penalty: 4850.553223
	Iteration 42Q: 3 clusters Score -1988091 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1988091.875000 Penalty: 4850.553223
	Iteration 43Q: 3 clusters Score -1988092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1988091.625000 Penalty: 4850.553223
	Iteration 44Q: 3 clusters Score -1988092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -1988090.750000 Penalty: 4850.553223
	Iteration 45Q: 3 clusters Score -1988091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -1988085.750000 Penalty: 4850.553223
	Iteration 46Q: 3 clusters Score -1988086 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1988090.375000 Penalty: 4850.553223
	Iteration 47Q: 3 clusters Score -1988090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1988093.375000 Penalty: 4850.553223
	Iteration 48Q: 3 clusters Score -1988093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1988093.750000 Penalty: 4850.553223
	Iteration 49Q: 3 clusters Score -1988094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1988092.125000 Penalty: 4850.553223
	Iteration 50Q: 3 clusters Score -1988092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -1988092.125000 Penalty: 4850.553223
	Iteration 51F: 3 clusters Score -1988092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Entering Unmasked Estep 
Score: -1570478.875000 Penalty: 2368.758301
	Iteration 0F: 2 clusters Score -1570479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1560243.000000 Penalty: 4737.516602
	Iteration 0F: 3 clusters Score -1560243 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -1563418.875000 Penalty: 4737.516602
	Iteration 1F: 3 clusters Score -1563419 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1563952.375000 Penalty: 4737.516602
	Iteration 2F: 3 clusters Score -1563952 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1564581.500000 Penalty: 4737.516602
	Iteration 3F: 3 clusters Score -1564582 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1565337.875000 Penalty: 4737.516602
	Iteration 4F: 3 clusters Score -1565338 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1566020.875000 Penalty: 4737.516602
	Iteration 5F: 3 clusters Score -1566021 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1566563.375000 Penalty: 4737.516602
	Iteration 6F: 3 clusters Score -1566563 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1567022.250000 Penalty: 4737.516602
	Iteration 7Q: 3 clusters Score -1567022 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10318 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -1567384.750000 Penalty: 4737.516602
	Iteration 8Q: 3 clusters Score -1567385 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -1567722.375000 Penalty: 4737.516602
	Iteration 9Q: 3 clusters Score -1567722 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1568037.750000 Penalty: 4737.516602
	Iteration 10Q: 3 clusters Score -1568038 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -1568273.375000 Penalty: 4737.516602
	Iteration 11Q: 3 clusters Score -1568273 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1568467.500000 Penalty: 4737.516602
	Iteration 12Q: 3 clusters Score -1568468 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1568614.875000 Penalty: 4737.516602
	Iteration 13Q: 3 clusters Score -1568615 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1568703.625000 Penalty: 4737.516602
	Iteration 14Q: 3 clusters Score -1568704 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11983 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1568790.750000 Penalty: 4737.516602
	Iteration 15Q: 3 clusters Score -1568791 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1568858.500000 Penalty: 4737.516602
	Iteration 16Q: 3 clusters Score -1568858 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1568910.875000 Penalty: 4737.516602
	Iteration 17Q: 3 clusters Score -1568911 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1568938.375000 Penalty: 4737.516602
	Iteration 18Q: 3 clusters Score -1568938 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1568959.750000 Penalty: 4737.516602
	Iteration 19Q: 3 clusters Score -1568960 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12352 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1568986.875000 Penalty: 4737.516602
	Iteration 20F: 3 clusters Score -1568987 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1568998.750000 Penalty: 4737.516602
	Iteration 21Q: 3 clusters Score -1568999 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1569008.875000 Penalty: 4737.516602
	Iteration 22Q: 3 clusters Score -1569009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1569019.375000 Penalty: 4737.516602
	Iteration 23Q: 3 clusters Score -1569019 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1569037.000000 Penalty: 4737.516602
	Iteration 24Q: 3 clusters Score -1569037 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1569041.250000 Penalty: 4737.516602
	Iteration 25Q: 3 clusters Score -1569041 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12534 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1569048.750000 Penalty: 4737.516602
	Iteration 26Q: 3 clusters Score -1569049 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1569053.875000 Penalty: 4737.516602
	Iteration 27Q: 3 clusters Score -1569054 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1569065.750000 Penalty: 4737.516602
	Iteration 28Q: 3 clusters Score -1569066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1569069.875000 Penalty: 4737.516602
	Iteration 29Q: 3 clusters Score -1569070 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1569075.375000 Penalty: 4737.516602
	Iteration 30Q: 3 clusters Score -1569075 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1569077.625000 Penalty: 4737.516602
	Iteration 31Q: 3 clusters Score -1569078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1569077.500000 Penalty: 4737.516602
	Iteration 32Q: 3 clusters Score -1569078 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1569075.625000 Penalty: 4737.516602
	Iteration 33Q: 3 clusters Score -1569076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1569080.625000 Penalty: 4737.516602
	Iteration 34Q: 3 clusters Score -1569081 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1569082.750000 Penalty: 4737.516602
	Iteration 35Q: 3 clusters Score -1569083 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1569080.875000 Penalty: 4737.516602
	Iteration 36Q: 3 clusters Score -1569081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1569078.250000 Penalty: 4737.516602
	Iteration 37Q: 3 clusters Score -1569078 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1569078.250000 Penalty: 4737.516602
	Iteration 38F: 3 clusters Score -1569078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Entering Unmasked Estep 
Score: -2265411.750000 Penalty: 2442.297852
	Iteration 0F: 2 clusters Score -2265412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -2252042.250000 Penalty: 4884.595703
	Iteration 0F: 3 clusters Score -2252042 nChanged 8279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -2256403.000000 Penalty: 4884.595703
	Iteration 1F: 3 clusters Score -2256403 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -2256827.000000 Penalty: 4884.595703
	Iteration 2F: 3 clusters Score -2256827 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2257131.250000 Penalty: 4884.595703
	Iteration 3Q: 3 clusters Score -2257131 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -2257396.750000 Penalty: 4884.595703
	Iteration 4Q: 3 clusters Score -2257397 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2257629.250000 Penalty: 4884.595703
	Iteration 5Q: 3 clusters Score -2257629 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -2257856.750000 Penalty: 4884.595703
	Iteration 6Q: 3 clusters Score -2257857 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2258104.000000 Penalty: 4884.595703
	Iteration 7Q: 3 clusters Score -2258104 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2258397.250000 Penalty: 4884.595703
	Iteration 8Q: 3 clusters Score -2258397 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2258748.500000 Penalty: 4884.595703
	Iteration 9Q: 3 clusters Score -2258748 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2259194.250000 Penalty: 4884.595703
	Iteration 10Q: 3 clusters Score -2259194 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2259713.000000 Penalty: 4884.595703
	Iteration 11Q: 3 clusters Score -2259713 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -2260296.250000 Penalty: 4884.595703
	Iteration 12Q: 3 clusters Score -2260296 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2260836.000000 Penalty: 4884.595703
	Iteration 13Q: 3 clusters Score -2260836 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2261296.250000 Penalty: 4884.595703
	Iteration 14Q: 3 clusters Score -2261296 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2261679.250000 Penalty: 4884.595703
	Iteration 15Q: 3 clusters Score -2261679 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -2262016.750000 Penalty: 4884.595703
	Iteration 16Q: 3 clusters Score -2262017 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2262222.750000 Penalty: 4884.595703
	Iteration 17Q: 3 clusters Score -2262223 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2262403.500000 Penalty: 4884.595703
	Iteration 18Q: 3 clusters Score -2262404 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16938 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2262530.750000 Penalty: 4884.595703
	Iteration 19Q: 3 clusters Score -2262531 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -2262641.250000 Penalty: 4884.595703
	Iteration 20F: 3 clusters Score -2262641 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -2262718.750000 Penalty: 4884.595703
	Iteration 21Q: 3 clusters Score -2262719 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2262809.750000 Penalty: 4884.595703
	Iteration 22Q: 3 clusters Score -2262810 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2262876.500000 Penalty: 4884.595703
	Iteration 23Q: 3 clusters Score -2262876 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -2262920.500000 Penalty: 4884.595703
	Iteration 24Q: 3 clusters Score -2262920 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -2262954.500000 Penalty: 4884.595703
	Iteration 25Q: 3 clusters Score -2262954 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2262988.500000 Penalty: 4884.595703
	Iteration 26Q: 3 clusters Score -2262988 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2263020.250000 Penalty: 4884.595703
	Iteration 27Q: 3 clusters Score -2263020 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2263059.250000 Penalty: 4884.595703
	Iteration 28Q: 3 clusters Score -2263059 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2263088.000000 Penalty: 4884.595703
	Iteration 29Q: 3 clusters Score -2263088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2263114.000000 Penalty: 4884.595703
	Iteration 30Q: 3 clusters Score -2263114 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2263139.500000 Penalty: 4884.595703
	Iteration 31Q: 3 clusters Score -2263140 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2263154.250000 Penalty: 4884.595703
	Iteration 32Q: 3 clusters Score -2263154 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2263168.250000 Penalty: 4884.595703
	Iteration 33Q: 3 clusters Score -2263168 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2263181.250000 Penalty: 4884.595703
	Iteration 34Q: 3 clusters Score -2263181 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -2263188.500000 Penalty: 4884.595703
	Iteration 35Q: 3 clusters Score -2263188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2263191.750000 Penalty: 4884.595703
	Iteration 36Q: 3 clusters Score -2263192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2263199.750000 Penalty: 4884.595703
	Iteration 37Q: 3 clusters Score -2263200 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -2263209.500000 Penalty: 4884.595703
	Iteration 38Q: 3 clusters Score -2263210 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2263218.000000 Penalty: 4884.595703
	Iteration 39Q: 3 clusters Score -2263218 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2263225.500000 Penalty: 4884.595703
	Iteration 40F: 3 clusters Score -2263226 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2263231.000000 Penalty: 4884.595703
	Iteration 41Q: 3 clusters Score -2263231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2263231.500000 Penalty: 4884.595703
	Iteration 42Q: 3 clusters Score -2263232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2263235.500000 Penalty: 4884.595703
	Iteration 43Q: 3 clusters Score -2263236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2263237.000000 Penalty: 4884.595703
	Iteration 44Q: 3 clusters Score -2263237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2263235.000000 Penalty: 4884.595703
	Iteration 45Q: 3 clusters Score -2263235 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2263237.750000 Penalty: 4884.595703
	Iteration 46Q: 3 clusters Score -2263238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2263240.250000 Penalty: 4884.595703
	Iteration 47Q: 3 clusters Score -2263240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2263239.750000 Penalty: 4884.595703
	Iteration 48Q: 3 clusters Score -2263240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2263241.250000 Penalty: 4884.595703
	Iteration 49Q: 3 clusters Score -2263241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2263241.250000 Penalty: 4884.595703
	Iteration 50F: 3 clusters Score -2263241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (229809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229809 members 
Entering Unmasked Estep 
Score: -26926628.000000 Penalty: 3061.561035
	Iteration 0F: 2 clusters Score -2.692663e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114571 members 
Mstep: Class 2 contains 115238 members 
Entering Unmasked Estep 
Score: -26781566.000000 Penalty: 6123.122070
	Iteration 0F: 3 clusters Score -2.678157e+07 nChanged 110944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109193 members 
Mstep: Class 2 contains 120616 members 
Entering Unmasked Estep 
Score: -26847246.000000 Penalty: 6123.122070
	Iteration 1F: 3 clusters Score -2.684725e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105497 members 
Mstep: Class 2 contains 124312 members 
Entering Unmasked Estep 
Score: -26849412.000000 Penalty: 6123.122070
	Iteration 2Q: 3 clusters Score -2.684941e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99603 members 
Mstep: Class 2 contains 130206 members 
Entering Unmasked Estep 
Score: -26852770.000000 Penalty: 6123.122070
	Iteration 3Q: 3 clusters Score -2.685277e+07 nChanged 12328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90567 members 
Mstep: Class 2 contains 139242 members 
Entering Unmasked Estep 
Score: -26859370.000000 Penalty: 6123.122070
	Iteration 4F: 3 clusters Score -2.685937e+07 nChanged 16727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77326 members 
Mstep: Class 2 contains 152483 members 
Entering Unmasked Estep 
Score: -26870946.000000 Penalty: 6123.122070
	Iteration 5F: 3 clusters Score -2.687095e+07 nChanged 20155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60027 members 
Mstep: Class 2 contains 169782 members 
Entering Unmasked Estep 
Score: -26886304.000000 Penalty: 6123.122070
	Iteration 6F: 3 clusters Score -2.68863e+07 nChanged 19640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41535 members 
Mstep: Class 2 contains 188274 members 
Entering Unmasked Estep 
Score: -26902144.000000 Penalty: 6123.122070
	Iteration 7F: 3 clusters Score -2.690214e+07 nChanged 15803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 203743 members 
Entering Unmasked Estep 
Score: -26914224.000000 Penalty: 6123.122070
	Iteration 8F: 3 clusters Score -2.691422e+07 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 213704 members 
Entering Unmasked Estep 
Score: -26921162.000000 Penalty: 6123.122070
	Iteration 9Q: 3 clusters Score -2.692116e+07 nChanged 5749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 219383 members 
Entering Unmasked Estep 
Score: -26924300.000000 Penalty: 6123.122070
	Iteration 10Q: 3 clusters Score -2.69243e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 222618 members 
Entering Unmasked Estep 
Score: -26925884.000000 Penalty: 6123.122070
	Iteration 11Q: 3 clusters Score -2.692588e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 224451 members 
Entering Unmasked Estep 
Score: -26926396.000000 Penalty: 6123.122070
	Iteration 12Q: 3 clusters Score -2.69264e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 225573 members 
Entering Unmasked Estep 
Score: -26926616.000000 Penalty: 6123.122070
	Iteration 13Q: 3 clusters Score -2.692662e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 226275 members 
Entering Unmasked Estep 
Score: -26926554.000000 Penalty: 6123.122070
	Iteration 14Q: 3 clusters Score -2.692655e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 226729 members 
Entering Unmasked Estep 
Score: -26926554.000000 Penalty: 6123.122070
	Iteration 15Q: 3 clusters Score -2.692655e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 227087 members 
Entering Unmasked Estep 
Score: -26926586.000000 Penalty: 6123.122070
	Iteration 16Q: 3 clusters Score -2.692659e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 227343 members 
Entering Unmasked Estep 
Score: -26926638.000000 Penalty: 6123.122070
	Iteration 17Q: 3 clusters Score -2.692664e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 227538 members 
Entering Unmasked Estep 
Score: -26926586.000000 Penalty: 6123.122070
	Iteration 18Q: 3 clusters Score -2.692659e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 227670 members 
Entering Unmasked Estep 
Score: -26926512.000000 Penalty: 6123.122070
	Iteration 19Q: 3 clusters Score -2.692651e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 227745 members 
Entering Unmasked Estep 
Score: -26926550.000000 Penalty: 6123.122070
	Iteration 20F: 3 clusters Score -2.692655e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 227815 members 
Entering Unmasked Estep 
Score: -26926568.000000 Penalty: 6123.122070
	Iteration 21Q: 3 clusters Score -2.692657e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 227862 members 
Entering Unmasked Estep 
Score: -26926538.000000 Penalty: 6123.122070
	Iteration 22Q: 3 clusters Score -2.692654e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 227897 members 
Entering Unmasked Estep 
Score: -26926602.000000 Penalty: 6123.122070
	Iteration 23Q: 3 clusters Score -2.69266e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 227933 members 
Entering Unmasked Estep 
Score: -26926566.000000 Penalty: 6123.122070
	Iteration 24Q: 3 clusters Score -2.692657e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 227963 members 
Entering Unmasked Estep 
Score: -26926552.000000 Penalty: 6123.122070
	Iteration 25Q: 3 clusters Score -2.692655e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 227984 members 
Entering Unmasked Estep 
Score: -26926554.000000 Penalty: 6123.122070
	Iteration 26Q: 3 clusters Score -2.692655e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 227991 members 
Entering Unmasked Estep 
Score: -26926576.000000 Penalty: 6123.122070
	Iteration 27Q: 3 clusters Score -2.692658e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 228010 members 
Entering Unmasked Estep 
Score: -26926606.000000 Penalty: 6123.122070
	Iteration 28Q: 3 clusters Score -2.692661e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 228020 members 
Entering Unmasked Estep 
Score: -26926608.000000 Penalty: 6123.122070
	Iteration 29Q: 3 clusters Score -2.692661e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 228037 members 
Entering Unmasked Estep 
Score: -26926606.000000 Penalty: 6123.122070
	Iteration 30Q: 3 clusters Score -2.692661e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 228047 members 
Entering Unmasked Estep 
Score: -26926612.000000 Penalty: 6123.122070
	Iteration 31Q: 3 clusters Score -2.692661e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 228057 members 
Entering Unmasked Estep 
Score: -26926626.000000 Penalty: 6123.122070
	Iteration 32Q: 3 clusters Score -2.692663e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 228068 members 
Entering Unmasked Estep 
Score: -26926614.000000 Penalty: 6123.122070
	Iteration 33Q: 3 clusters Score -2.692661e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 228075 members 
Entering Unmasked Estep 
Score: -26926626.000000 Penalty: 6123.122070
	Iteration 34Q: 3 clusters Score -2.692663e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 228075 members 
Entering Unmasked Estep 
Score: -26926608.000000 Penalty: 6123.122070
	Iteration 35Q: 3 clusters Score -2.692661e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 228075 members 
Entering Unmasked Estep 
Score: -26926606.000000 Penalty: 6123.122070
	Iteration 36Q: 3 clusters Score -2.692661e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 228073 members 
Entering Unmasked Estep 
Score: -26926610.000000 Penalty: 6123.122070
	Iteration 37Q: 3 clusters Score -2.692661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 228073 members 
Entering Unmasked Estep 
Score: -26926614.000000 Penalty: 6123.122070
	Iteration 38Q: 3 clusters Score -2.692661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 228073 members 
Entering Unmasked Estep 
Score: -26926610.000000 Penalty: 6123.122070
	Iteration 39Q: 3 clusters Score -2.692661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 228071 members 
Entering Unmasked Estep 
Score: -26926616.000000 Penalty: 6123.122070
	Iteration 40F: 3 clusters Score -2.692662e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 228075 members 
Entering Unmasked Estep 
Score: -26926628.000000 Penalty: 6123.122070
	Iteration 41Q: 3 clusters Score -2.692663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 228076 members 
Entering Unmasked Estep 
Score: -26926628.000000 Penalty: 6123.122070
	Iteration 42Q: 3 clusters Score -2.692663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 228076 members 
Entering Unmasked Estep 
Score: -26926628.000000 Penalty: 6123.122070
	Iteration 43Q: 3 clusters Score -2.692663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 228076 members 
Entering Unmasked Estep 
Score: -26926632.000000 Penalty: 6123.122070
	Iteration 44Q: 3 clusters Score -2.692663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 228075 members 
Entering Unmasked Estep 
Score: -26926628.000000 Penalty: 6123.122070
	Iteration 45Q: 3 clusters Score -2.692663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 228072 members 
Entering Unmasked Estep 
Score: -26926612.000000 Penalty: 6123.122070
	Iteration 46Q: 3 clusters Score -2.692661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 228073 members 
Entering Unmasked Estep 
Score: -26926612.000000 Penalty: 6123.122070
	Iteration 47Q: 3 clusters Score -2.692661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 228071 members 
Entering Unmasked Estep 
Score: -26926612.000000 Penalty: 6123.122070
	Iteration 48Q: 3 clusters Score -2.692661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 228069 members 
Entering Unmasked Estep 
Score: -26926634.000000 Penalty: 6123.122070
	Iteration 49Q: 3 clusters Score -2.692663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 228069 members 
Entering Unmasked Estep 
Score: -26926620.000000 Penalty: 6123.122070
	Iteration 50Q: 3 clusters Score -2.692662e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 228070 members 
Entering Unmasked Estep 
Score: -26926602.000000 Penalty: 6123.122070
	Iteration 51Q: 3 clusters Score -2.69266e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 228074 members 
Entering Unmasked Estep 
Score: -26926636.000000 Penalty: 6123.122070
	Iteration 52Q: 3 clusters Score -2.692664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 228079 members 
Entering Unmasked Estep 
Score: -26926602.000000 Penalty: 6123.122070
	Iteration 53Q: 3 clusters Score -2.69266e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 228085 members 
Entering Unmasked Estep 
Score: -26926606.000000 Penalty: 6123.122070
	Iteration 54Q: 3 clusters Score -2.692661e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 228087 members 
Entering Unmasked Estep 
Score: -26926616.000000 Penalty: 6123.122070
	Iteration 55Q: 3 clusters Score -2.692662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 228089 members 
Entering Unmasked Estep 
Score: -26926604.000000 Penalty: 6123.122070
	Iteration 56Q: 3 clusters Score -2.69266e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 228093 members 
Entering Unmasked Estep 
Score: -26926620.000000 Penalty: 6123.122070
	Iteration 57Q: 3 clusters Score -2.692662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 228100 members 
Entering Unmasked Estep 
Score: -26926614.000000 Penalty: 6123.122070
	Iteration 58Q: 3 clusters Score -2.692661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 228106 members 
Entering Unmasked Estep 
Score: -26926614.000000 Penalty: 6123.122070
	Iteration 59Q: 3 clusters Score -2.692661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 228111 members 
Entering Unmasked Estep 
Score: -26926614.000000 Penalty: 6123.122070
	Iteration 60F: 3 clusters Score -2.692661e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 228116 members 
Entering Unmasked Estep 
Score: -26926596.000000 Penalty: 6123.122070
	Iteration 61Q: 3 clusters Score -2.69266e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 228118 members 
Entering Unmasked Estep 
Score: -26926592.000000 Penalty: 6123.122070
	Iteration 62Q: 3 clusters Score -2.692659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 228119 members 
Entering Unmasked Estep 
Score: -26926594.000000 Penalty: 6123.122070
	Iteration 63Q: 3 clusters Score -2.692659e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 228122 members 
Entering Unmasked Estep 
Score: -26926596.000000 Penalty: 6123.122070
	Iteration 64Q: 3 clusters Score -2.69266e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 228125 members 
Entering Unmasked Estep 
Score: -26926578.000000 Penalty: 6123.122070
	Iteration 65Q: 3 clusters Score -2.692658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 228126 members 
Entering Unmasked Estep 
Score: -26926584.000000 Penalty: 6123.122070
	Iteration 66Q: 3 clusters Score -2.692658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 228129 members 
Entering Unmasked Estep 
Score: -26926582.000000 Penalty: 6123.122070
	Iteration 67Q: 3 clusters Score -2.692658e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 228132 members 
Entering Unmasked Estep 
Score: -26926588.000000 Penalty: 6123.122070
	Iteration 68Q: 3 clusters Score -2.692659e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 228135 members 
Entering Unmasked Estep 
Score: -26926564.000000 Penalty: 6123.122070
	Iteration 69Q: 3 clusters Score -2.692656e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 228138 members 
Entering Unmasked Estep 
Score: -26926538.000000 Penalty: 6123.122070
	Iteration 70Q: 3 clusters Score -2.692654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 228140 members 
Entering Unmasked Estep 
Score: -26926530.000000 Penalty: 6123.122070
	Iteration 71Q: 3 clusters Score -2.692653e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 228136 members 
Entering Unmasked Estep 
Score: -26926550.000000 Penalty: 6123.122070
	Iteration 72Q: 3 clusters Score -2.692655e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 228133 members 
Entering Unmasked Estep 
Score: -26926540.000000 Penalty: 6123.122070
	Iteration 73Q: 3 clusters Score -2.692654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 228134 members 
Entering Unmasked Estep 
Score: -26926546.000000 Penalty: 6123.122070
	Iteration 74Q: 3 clusters Score -2.692655e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 228134 members 
Entering Unmasked Estep 
Score: -26926542.000000 Penalty: 6123.122070
	Iteration 75Q: 3 clusters Score -2.692654e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 228133 members 
Entering Unmasked Estep 
Score: -26926554.000000 Penalty: 6123.122070
	Iteration 76Q: 3 clusters Score -2.692655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 228141 members 
Entering Unmasked Estep 
Score: -26926552.000000 Penalty: 6123.122070
	Iteration 77Q: 3 clusters Score -2.692655e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 228143 members 
Entering Unmasked Estep 
Score: -26926574.000000 Penalty: 6123.122070
	Iteration 78Q: 3 clusters Score -2.692657e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 228149 members 
Entering Unmasked Estep 
Score: -26926584.000000 Penalty: 6123.122070
	Iteration 79Q: 3 clusters Score -2.692658e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 228141 members 
Entering Unmasked Estep 
Score: -26926586.000000 Penalty: 6123.122070
	Iteration 80F: 3 clusters Score -2.692659e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 228131 members 
Entering Unmasked Estep 
Score: -26926618.000000 Penalty: 6123.122070
	Iteration 81Q: 3 clusters Score -2.692662e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 228120 members 
Entering Unmasked Estep 
Score: -26926658.000000 Penalty: 6123.122070
	Iteration 82Q: 3 clusters Score -2.692666e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 228105 members 
Entering Unmasked Estep 
Score: -26926682.000000 Penalty: 6123.122070
	Iteration 83Q: 3 clusters Score -2.692668e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 228098 members 
Entering Unmasked Estep 
Score: -26926670.000000 Penalty: 6123.122070
	Iteration 84Q: 3 clusters Score -2.692667e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 228097 members 
Entering Unmasked Estep 
Score: -26926660.000000 Penalty: 6123.122070
	Iteration 85Q: 3 clusters Score -2.692666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 228095 members 
Entering Unmasked Estep 
Score: -26926638.000000 Penalty: 6123.122070
	Iteration 86Q: 3 clusters Score -2.692664e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 228085 members 
Entering Unmasked Estep 
Score: -26926650.000000 Penalty: 6123.122070
	Iteration 87Q: 3 clusters Score -2.692665e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 228087 members 
Entering Unmasked Estep 
Score: -26926686.000000 Penalty: 6123.122070
	Iteration 88Q: 3 clusters Score -2.692669e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 228082 members 
Entering Unmasked Estep 
Score: -26926704.000000 Penalty: 6123.122070
	Iteration 89Q: 3 clusters Score -2.69267e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 228077 members 
Entering Unmasked Estep 
Score: -26926680.000000 Penalty: 6123.122070
	Iteration 90Q: 3 clusters Score -2.692668e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 228071 members 
Entering Unmasked Estep 
Score: -26926670.000000 Penalty: 6123.122070
	Iteration 91Q: 3 clusters Score -2.692667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 228073 members 
Entering Unmasked Estep 
Score: -26926688.000000 Penalty: 6123.122070
	Iteration 92Q: 3 clusters Score -2.692669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 228074 members 
Entering Unmasked Estep 
Score: -26926662.000000 Penalty: 6123.122070
	Iteration 93Q: 3 clusters Score -2.692666e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 228078 members 
Entering Unmasked Estep 
Score: -26926618.000000 Penalty: 6123.122070
	Iteration 94Q: 3 clusters Score -2.692662e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 228083 members 
Entering Unmasked Estep 
Score: -26926638.000000 Penalty: 6123.122070
	Iteration 95Q: 3 clusters Score -2.692664e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 228081 members 
Entering Unmasked Estep 
Score: -26926626.000000 Penalty: 6123.122070
	Iteration 96Q: 3 clusters Score -2.692663e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 228078 members 
Entering Unmasked Estep 
Score: -26926642.000000 Penalty: 6123.122070
	Iteration 97Q: 3 clusters Score -2.692664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 228076 members 
Entering Unmasked Estep 
Score: -26926656.000000 Penalty: 6123.122070
	Iteration 98Q: 3 clusters Score -2.692666e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 228058 members 
Entering Unmasked Estep 
Score: -26926686.000000 Penalty: 6123.122070
	Iteration 99Q: 3 clusters Score -2.692669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 228050 members 
Entering Unmasked Estep 
Score: -26926692.000000 Penalty: 6123.122070
	Iteration 100F: 3 clusters Score -2.692669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 228046 members 
Entering Unmasked Estep 
Score: -26926690.000000 Penalty: 6123.122070
	Iteration 101Q: 3 clusters Score -2.692669e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 228051 members 
Entering Unmasked Estep 
Score: -26926688.000000 Penalty: 6123.122070
	Iteration 102Q: 3 clusters Score -2.692669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 228059 members 
Entering Unmasked Estep 
Score: -26926694.000000 Penalty: 6123.122070
	Iteration 103Q: 3 clusters Score -2.692669e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 228073 members 
Entering Unmasked Estep 
Score: -26926664.000000 Penalty: 6123.122070
	Iteration 104Q: 3 clusters Score -2.692666e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 228089 members 
Entering Unmasked Estep 
Score: -26926658.000000 Penalty: 6123.122070
	Iteration 105Q: 3 clusters Score -2.692666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 228092 members 
Entering Unmasked Estep 
Score: -26926680.000000 Penalty: 6123.122070
	Iteration 106Q: 3 clusters Score -2.692668e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 228092 members 
Entering Unmasked Estep 
Score: -26926664.000000 Penalty: 6123.122070
	Iteration 107Q: 3 clusters Score -2.692666e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 228085 members 
Entering Unmasked Estep 
Score: -26926668.000000 Penalty: 6123.122070
	Iteration 108Q: 3 clusters Score -2.692667e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 228078 members 
Entering Unmasked Estep 
Score: -26926676.000000 Penalty: 6123.122070
	Iteration 109Q: 3 clusters Score -2.692668e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 228066 members 
Entering Unmasked Estep 
Score: -26926668.000000 Penalty: 6123.122070
	Iteration 110Q: 3 clusters Score -2.692667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 228061 members 
Entering Unmasked Estep 
Score: -26926644.000000 Penalty: 6123.122070
	Iteration 111Q: 3 clusters Score -2.692664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 228056 members 
Entering Unmasked Estep 
Score: -26926678.000000 Penalty: 6123.122070
	Iteration 112Q: 3 clusters Score -2.692668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 228057 members 
Entering Unmasked Estep 
Score: -26926674.000000 Penalty: 6123.122070
	Iteration 113Q: 3 clusters Score -2.692667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 228062 members 
Entering Unmasked Estep 
Score: -26926640.000000 Penalty: 6123.122070
	Iteration 114Q: 3 clusters Score -2.692664e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 228063 members 
Entering Unmasked Estep 
Score: -26926642.000000 Penalty: 6123.122070
	Iteration 115Q: 3 clusters Score -2.692664e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 228064 members 
Entering Unmasked Estep 
Score: -26926660.000000 Penalty: 6123.122070
	Iteration 116Q: 3 clusters Score -2.692666e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 228065 members 
Entering Unmasked Estep 
Score: -26926644.000000 Penalty: 6123.122070
	Iteration 117Q: 3 clusters Score -2.692664e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 228069 members 
Entering Unmasked Estep 
Score: -26926652.000000 Penalty: 6123.122070
	Iteration 118Q: 3 clusters Score -2.692665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 228073 members 
Entering Unmasked Estep 
Score: -26926634.000000 Penalty: 6123.122070
	Iteration 119Q: 3 clusters Score -2.692663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 228079 members 
Entering Unmasked Estep 
Score: -26926646.000000 Penalty: 6123.122070
	Iteration 120F: 3 clusters Score -2.692665e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 228078 members 
Entering Unmasked Estep 
Score: -26926650.000000 Penalty: 6123.122070
	Iteration 121Q: 3 clusters Score -2.692665e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 228076 members 
Entering Unmasked Estep 
Score: -26926642.000000 Penalty: 6123.122070
	Iteration 122Q: 3 clusters Score -2.692664e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 228069 members 
Entering Unmasked Estep 
Score: -26926656.000000 Penalty: 6123.122070
	Iteration 123Q: 3 clusters Score -2.692666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 228064 members 
Entering Unmasked Estep 
Score: -26926622.000000 Penalty: 6123.122070
	Iteration 124Q: 3 clusters Score -2.692662e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 228054 members 
Entering Unmasked Estep 
Score: -26926616.000000 Penalty: 6123.122070
	Iteration 125Q: 3 clusters Score -2.692662e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 228045 members 
Entering Unmasked Estep 
Score: -26926656.000000 Penalty: 6123.122070
	Iteration 126Q: 3 clusters Score -2.692666e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 228035 members 
Entering Unmasked Estep 
Score: -26926686.000000 Penalty: 6123.122070
	Iteration 127Q: 3 clusters Score -2.692669e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 228027 members 
Entering Unmasked Estep 
Score: -26926676.000000 Penalty: 6123.122070
	Iteration 128Q: 3 clusters Score -2.692668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 228026 members 
Entering Unmasked Estep 
Score: -26926674.000000 Penalty: 6123.122070
	Iteration 129Q: 3 clusters Score -2.692667e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 228024 members 
Entering Unmasked Estep 
Score: -26926636.000000 Penalty: 6123.122070
	Iteration 130Q: 3 clusters Score -2.692664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 228026 members 
Entering Unmasked Estep 
Score: -26926642.000000 Penalty: 6123.122070
	Iteration 131Q: 3 clusters Score -2.692664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 228022 members 
Entering Unmasked Estep 
Score: -26926638.000000 Penalty: 6123.122070
	Iteration 132Q: 3 clusters Score -2.692664e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 228022 members 
Entering Unmasked Estep 
Score: -26926632.000000 Penalty: 6123.122070
	Iteration 133Q: 3 clusters Score -2.692663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 228024 members 
Entering Unmasked Estep 
Score: -26926622.000000 Penalty: 6123.122070
	Iteration 134Q: 3 clusters Score -2.692662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 228025 members 
Entering Unmasked Estep 
Score: -26926634.000000 Penalty: 6123.122070
	Iteration 135Q: 3 clusters Score -2.692663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 228026 members 
Entering Unmasked Estep 
Score: -26926612.000000 Penalty: 6123.122070
	Iteration 136Q: 3 clusters Score -2.692661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 228027 members 
Entering Unmasked Estep 
Score: -26926600.000000 Penalty: 6123.122070
	Iteration 137Q: 3 clusters Score -2.69266e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 228026 members 
Entering Unmasked Estep 
Score: -26926600.000000 Penalty: 6123.122070
	Iteration 138Q: 3 clusters Score -2.69266e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 228026 members 
Entering Unmasked Estep 
Score: -26926584.000000 Penalty: 6123.122070
	Iteration 139Q: 3 clusters Score -2.692658e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 228026 members 
Entering Unmasked Estep 
Score: -26926596.000000 Penalty: 6123.122070
	Iteration 140F: 3 clusters Score -2.69266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 228027 members 
Entering Unmasked Estep 
Score: -26926606.000000 Penalty: 6123.122070
	Iteration 141Q: 3 clusters Score -2.692661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 228028 members 
Entering Unmasked Estep 
Score: -26926606.000000 Penalty: 6123.122070
	Iteration 142Q: 3 clusters Score -2.692661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 228025 members 
Entering Unmasked Estep 
Score: -26926610.000000 Penalty: 6123.122070
	Iteration 143Q: 3 clusters Score -2.692661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 228023 members 
Entering Unmasked Estep 
Score: -26926614.000000 Penalty: 6123.122070
	Iteration 144Q: 3 clusters Score -2.692661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 228018 members 
Entering Unmasked Estep 
Score: -26926612.000000 Penalty: 6123.122070
	Iteration 145Q: 3 clusters Score -2.692661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 228013 members 
Entering Unmasked Estep 
Score: -26926626.000000 Penalty: 6123.122070
	Iteration 146Q: 3 clusters Score -2.692663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 228014 members 
Entering Unmasked Estep 
Score: -26926616.000000 Penalty: 6123.122070
	Iteration 147Q: 3 clusters Score -2.692662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 228015 members 
Entering Unmasked Estep 
Score: -26926630.000000 Penalty: 6123.122070
	Iteration 148Q: 3 clusters Score -2.692663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 228014 members 
Entering Unmasked Estep 
Score: -26926638.000000 Penalty: 6123.122070
	Iteration 149Q: 3 clusters Score -2.692664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 228014 members 
Entering Unmasked Estep 
Score: -26926650.000000 Penalty: 6123.122070
	Iteration 150Q: 3 clusters Score -2.692665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 228013 members 
Entering Unmasked Estep 
Score: -26926640.000000 Penalty: 6123.122070
	Iteration 151Q: 3 clusters Score -2.692664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 228013 members 
Entering Unmasked Estep 
Score: -26926640.000000 Penalty: 6123.122070
	Iteration 152F: 3 clusters Score -2.692664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 14065 members 
Mstep: Class 3 contains 18920 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 43836 members 
Mstep: Class 8 contains 1137 members 
Mstep: Class 9 contains 229139 members 
Mstep: Class 10 contains 24945 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 43911 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 213871 members 
Mstep: Class 15 contains 16341 members 
Mstep: Class 16 contains 38397 members 
Mstep: Class 17 contains 29783 members 
Mstep: Class 18 contains 76079 members 
Mstep: Class 19 contains 11829 members 
Mstep: Class 20 contains 317183 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 21353 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 17815 members 
Mstep: Class 26 contains 228013 members 
Entering Unmasked Estep 
Score: -161383216.000000 Penalty: 91337.375000
Splitting cluster 4 changes total score from -161382512.000000 to -161383216.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 5 (3756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Entering Unmasked Estep 
Score: -425473.437500 Penalty: 2041.315186
	Iteration 0F: 2 clusters Score -425473.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -421727.812500 Penalty: 4082.630371
	Iteration 0F: 3 clusters Score -421727.8 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -422471.593750 Penalty: 4082.630371
	Iteration 1F: 3 clusters Score -422471.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -422619.593750 Penalty: 4082.630371
	Iteration 2F: 3 clusters Score -422619.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -422707.562500 Penalty: 4082.630371
	Iteration 3Q: 3 clusters Score -422707.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -422774.281250 Penalty: 4082.630371
	Iteration 4Q: 3 clusters Score -422774.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -422829.781250 Penalty: 4082.630371
	Iteration 5Q: 3 clusters Score -422829.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -422868.281250 Penalty: 4082.630371
	Iteration 6Q: 3 clusters Score -422868.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -422898.593750 Penalty: 4082.630371
	Iteration 7Q: 3 clusters Score -422898.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -422925.562500 Penalty: 4082.630371
	Iteration 8Q: 3 clusters Score -422925.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -422950.593750 Penalty: 4082.630371
	Iteration 9Q: 3 clusters Score -422950.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -422973.406250 Penalty: 4082.630371
	Iteration 10Q: 3 clusters Score -422973.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -422993.750000 Penalty: 4082.630371
	Iteration 11Q: 3 clusters Score -422993.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -423013.531250 Penalty: 4082.630371
	Iteration 12Q: 3 clusters Score -423013.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -423039.343750 Penalty: 4082.630371
	Iteration 13Q: 3 clusters Score -423039.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -423053.250000 Penalty: 4082.630371
	Iteration 14Q: 3 clusters Score -423053.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -423062.406250 Penalty: 4082.630371
	Iteration 15Q: 3 clusters Score -423062.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -423072.406250 Penalty: 4082.630371
	Iteration 16Q: 3 clusters Score -423072.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -423086.625000 Penalty: 4082.630371
	Iteration 17Q: 3 clusters Score -423086.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -423098.687500 Penalty: 4082.630371
	Iteration 18Q: 3 clusters Score -423098.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -423109.093750 Penalty: 4082.630371
	Iteration 19Q: 3 clusters Score -423109.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -423127.437500 Penalty: 4082.630371
	Iteration 20F: 3 clusters Score -423127.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -423149.500000 Penalty: 4082.630371
	Iteration 21Q: 3 clusters Score -423149.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -423169.812500 Penalty: 4082.630371
	Iteration 22Q: 3 clusters Score -423169.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -423187.156250 Penalty: 4082.630371
	Iteration 23Q: 3 clusters Score -423187.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -423207.843750 Penalty: 4082.630371
	Iteration 24Q: 3 clusters Score -423207.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -423225.406250 Penalty: 4082.630371
	Iteration 25Q: 3 clusters Score -423225.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -423242.687500 Penalty: 4082.630371
	Iteration 26Q: 3 clusters Score -423242.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -423260.625000 Penalty: 4082.630371
	Iteration 27Q: 3 clusters Score -423260.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -423278.718750 Penalty: 4082.630371
	Iteration 28Q: 3 clusters Score -423278.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -423292.437500 Penalty: 4082.630371
	Iteration 29Q: 3 clusters Score -423292.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -423306.125000 Penalty: 4082.630371
	Iteration 30Q: 3 clusters Score -423306.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -423318.812500 Penalty: 4082.630371
	Iteration 31Q: 3 clusters Score -423318.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -423328.625000 Penalty: 4082.630371
	Iteration 32Q: 3 clusters Score -423328.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -423336.750000 Penalty: 4082.630371
	Iteration 33Q: 3 clusters Score -423336.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -423345.625000 Penalty: 4082.630371
	Iteration 34Q: 3 clusters Score -423345.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -423354.906250 Penalty: 4082.630371
	Iteration 35Q: 3 clusters Score -423354.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -423363.656250 Penalty: 4082.630371
	Iteration 36Q: 3 clusters Score -423363.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -423367.750000 Penalty: 4082.630371
	Iteration 37Q: 3 clusters Score -423367.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -423371.125000 Penalty: 4082.630371
	Iteration 38Q: 3 clusters Score -423371.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -423377.125000 Penalty: 4082.630371
	Iteration 39Q: 3 clusters Score -423377.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -423383.375000 Penalty: 4082.630371
	Iteration 40F: 3 clusters Score -423383.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -423389.437500 Penalty: 4082.630371
	Iteration 41Q: 3 clusters Score -423389.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -423396.406250 Penalty: 4082.630371
	Iteration 42Q: 3 clusters Score -423396.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -423402.531250 Penalty: 4082.630371
	Iteration 43Q: 3 clusters Score -423402.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -423410.031250 Penalty: 4082.630371
	Iteration 44Q: 3 clusters Score -423410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -423418.156250 Penalty: 4082.630371
	Iteration 45Q: 3 clusters Score -423418.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -423423.656250 Penalty: 4082.630371
	Iteration 46Q: 3 clusters Score -423423.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -423430.062500 Penalty: 4082.630371
	Iteration 47Q: 3 clusters Score -423430.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -423438.718750 Penalty: 4082.630371
	Iteration 48Q: 3 clusters Score -423438.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -423444.531250 Penalty: 4082.630371
	Iteration 49Q: 3 clusters Score -423444.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -423449.718750 Penalty: 4082.630371
	Iteration 50Q: 3 clusters Score -423449.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -423455.218750 Penalty: 4082.630371
	Iteration 51Q: 3 clusters Score -423455.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -423460.031250 Penalty: 4082.630371
	Iteration 52Q: 3 clusters Score -423460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -423463.000000 Penalty: 4082.630371
	Iteration 53Q: 3 clusters Score -423463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -423466.343750 Penalty: 4082.630371
	Iteration 54Q: 3 clusters Score -423466.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -423467.531250 Penalty: 4082.630371
	Iteration 55Q: 3 clusters Score -423467.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -423469.875000 Penalty: 4082.630371
	Iteration 56Q: 3 clusters Score -423469.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -423473.000000 Penalty: 4082.630371
	Iteration 57Q: 3 clusters Score -423473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -423473.750000 Penalty: 4082.630371
	Iteration 58Q: 3 clusters Score -423473.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -423475.218750 Penalty: 4082.630371
	Iteration 59Q: 3 clusters Score -423475.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -423475.625000 Penalty: 4082.630371
	Iteration 60F: 3 clusters Score -423475.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -423476.281250 Penalty: 4082.630371
	Iteration 61Q: 3 clusters Score -423476.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -423479.812500 Penalty: 4082.630371
	Iteration 62Q: 3 clusters Score -423479.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -423482.843750 Penalty: 4082.630371
	Iteration 63Q: 3 clusters Score -423482.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -423488.375000 Penalty: 4082.630371
	Iteration 64Q: 3 clusters Score -423488.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -423491.250000 Penalty: 4082.630371
	Iteration 65Q: 3 clusters Score -423491.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -423496.187500 Penalty: 4082.630371
	Iteration 66Q: 3 clusters Score -423496.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -423500.125000 Penalty: 4082.630371
	Iteration 67Q: 3 clusters Score -423500.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -423501.937500 Penalty: 4082.630371
	Iteration 68Q: 3 clusters Score -423501.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -423505.468750 Penalty: 4082.630371
	Iteration 69Q: 3 clusters Score -423505.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -423506.906250 Penalty: 4082.630371
	Iteration 70Q: 3 clusters Score -423506.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -423506.906250 Penalty: 4082.630371
	Iteration 71Q: 3 clusters Score -423506.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -423506.906250 Penalty: 4082.630371
	Iteration 72F: 3 clusters Score -423506.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Entering Unmasked Estep 
Score: -764636.750000 Penalty: 2189.829590
	Iteration 0F: 2 clusters Score -764636.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -758909.812500 Penalty: 4379.659180
	Iteration 0F: 3 clusters Score -758909.8 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -760322.812500 Penalty: 4379.659180
	Iteration 1F: 3 clusters Score -760322.8 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -760597.375000 Penalty: 4379.659180
	Iteration 2F: 3 clusters Score -760597.4 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -760766.687500 Penalty: 4379.659180
	Iteration 3F: 3 clusters Score -760766.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -760881.812500 Penalty: 4379.659180
	Iteration 4Q: 3 clusters Score -760881.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -760961.750000 Penalty: 4379.659180
	Iteration 5Q: 3 clusters Score -760961.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -761023.750000 Penalty: 4379.659180
	Iteration 6Q: 3 clusters Score -761023.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -761085.875000 Penalty: 4379.659180
	Iteration 7Q: 3 clusters Score -761085.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -761144.937500 Penalty: 4379.659180
	Iteration 8Q: 3 clusters Score -761144.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3069 members 
Entering Unmasked Estep 
Score: -761177.000000 Penalty: 4379.659180
	Iteration 9Q: 3 clusters Score -761177 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -761202.437500 Penalty: 4379.659180
	Iteration 10Q: 3 clusters Score -761202.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -761235.187500 Penalty: 4379.659180
	Iteration 11Q: 3 clusters Score -761235.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -761269.500000 Penalty: 4379.659180
	Iteration 12Q: 3 clusters Score -761269.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -761298.750000 Penalty: 4379.659180
	Iteration 13Q: 3 clusters Score -761298.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -761329.375000 Penalty: 4379.659180
	Iteration 14Q: 3 clusters Score -761329.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -761353.875000 Penalty: 4379.659180
	Iteration 15Q: 3 clusters Score -761353.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -761378.625000 Penalty: 4379.659180
	Iteration 16Q: 3 clusters Score -761378.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -761403.687500 Penalty: 4379.659180
	Iteration 17Q: 3 clusters Score -761403.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -761430.562500 Penalty: 4379.659180
	Iteration 18Q: 3 clusters Score -761430.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -761461.250000 Penalty: 4379.659180
	Iteration 19Q: 3 clusters Score -761461.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -761494.500000 Penalty: 4379.659180
	Iteration 20F: 3 clusters Score -761494.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -761525.750000 Penalty: 4379.659180
	Iteration 21Q: 3 clusters Score -761525.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -761564.437500 Penalty: 4379.659180
	Iteration 22Q: 3 clusters Score -761564.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -761608.937500 Penalty: 4379.659180
	Iteration 23Q: 3 clusters Score -761608.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -761662.687500 Penalty: 4379.659180
	Iteration 24Q: 3 clusters Score -761662.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -761713.812500 Penalty: 4379.659180
	Iteration 25Q: 3 clusters Score -761713.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -761780.125000 Penalty: 4379.659180
	Iteration 26Q: 3 clusters Score -761780.1 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -761849.687500 Penalty: 4379.659180
	Iteration 27Q: 3 clusters Score -761849.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -761910.125000 Penalty: 4379.659180
	Iteration 28Q: 3 clusters Score -761910.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -761978.000000 Penalty: 4379.659180
	Iteration 29Q: 3 clusters Score -761978 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -762054.000000 Penalty: 4379.659180
	Iteration 30Q: 3 clusters Score -762054 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -762141.875000 Penalty: 4379.659180
	Iteration 31Q: 3 clusters Score -762141.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -762219.312500 Penalty: 4379.659180
	Iteration 32Q: 3 clusters Score -762219.3 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -762297.750000 Penalty: 4379.659180
	Iteration 33Q: 3 clusters Score -762297.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -762365.250000 Penalty: 4379.659180
	Iteration 34Q: 3 clusters Score -762365.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -762426.437500 Penalty: 4379.659180
	Iteration 35Q: 3 clusters Score -762426.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -762473.125000 Penalty: 4379.659180
	Iteration 36Q: 3 clusters Score -762473.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -762517.625000 Penalty: 4379.659180
	Iteration 37Q: 3 clusters Score -762517.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -762556.875000 Penalty: 4379.659180
	Iteration 38Q: 3 clusters Score -762556.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -762589.750000 Penalty: 4379.659180
	Iteration 39Q: 3 clusters Score -762589.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -762612.250000 Penalty: 4379.659180
	Iteration 40F: 3 clusters Score -762612.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -762630.062500 Penalty: 4379.659180
	Iteration 41Q: 3 clusters Score -762630.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -762638.687500 Penalty: 4379.659180
	Iteration 42Q: 3 clusters Score -762638.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -762651.875000 Penalty: 4379.659180
	Iteration 43Q: 3 clusters Score -762651.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -762664.875000 Penalty: 4379.659180
	Iteration 44Q: 3 clusters Score -762664.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -762670.625000 Penalty: 4379.659180
	Iteration 45Q: 3 clusters Score -762670.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -762677.312500 Penalty: 4379.659180
	Iteration 46Q: 3 clusters Score -762677.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -762683.187500 Penalty: 4379.659180
	Iteration 47Q: 3 clusters Score -762683.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -762689.312500 Penalty: 4379.659180
	Iteration 48Q: 3 clusters Score -762689.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -762692.562500 Penalty: 4379.659180
	Iteration 49Q: 3 clusters Score -762692.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -762699.000000 Penalty: 4379.659180
	Iteration 50Q: 3 clusters Score -762699 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -762702.062500 Penalty: 4379.659180
	Iteration 51Q: 3 clusters Score -762702.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -762708.562500 Penalty: 4379.659180
	Iteration 52Q: 3 clusters Score -762708.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -762714.500000 Penalty: 4379.659180
	Iteration 53Q: 3 clusters Score -762714.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -762719.750000 Penalty: 4379.659180
	Iteration 54Q: 3 clusters Score -762719.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -762726.187500 Penalty: 4379.659180
	Iteration 55Q: 3 clusters Score -762726.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -762734.250000 Penalty: 4379.659180
	Iteration 56Q: 3 clusters Score -762734.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -762745.187500 Penalty: 4379.659180
	Iteration 57Q: 3 clusters Score -762745.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -762749.312500 Penalty: 4379.659180
	Iteration 58Q: 3 clusters Score -762749.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -762753.312500 Penalty: 4379.659180
	Iteration 59Q: 3 clusters Score -762753.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -762755.562500 Penalty: 4379.659180
	Iteration 60F: 3 clusters Score -762755.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -762756.875000 Penalty: 4379.659180
	Iteration 61Q: 3 clusters Score -762756.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -762757.187500 Penalty: 4379.659180
	Iteration 62Q: 3 clusters Score -762757.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -762756.937500 Penalty: 4379.659180
	Iteration 63Q: 3 clusters Score -762756.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -762756.937500 Penalty: 4379.659180
	Iteration 64F: 3 clusters Score -762756.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (43836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Entering Unmasked Estep 
Score: -5092934.500000 Penalty: 2650.676270
	Iteration 0F: 2 clusters Score -5092934 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -5063219.000000 Penalty: 5301.352539
	Iteration 0F: 3 clusters Score -5063219 nChanged 20217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 20637 members 
Entering Unmasked Estep 
Score: -5074286.500000 Penalty: 5301.352539
	Iteration 1F: 3 clusters Score -5074286 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 19873 members 
Entering Unmasked Estep 
Score: -5074834.500000 Penalty: 5301.352539
	Iteration 2Q: 3 clusters Score -5074834 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25054 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -5075454.000000 Penalty: 5301.352539
	Iteration 3Q: 3 clusters Score -5075454 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26569 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -5076240.500000 Penalty: 5301.352539
	Iteration 4Q: 3 clusters Score -5076240 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -5077554.500000 Penalty: 5301.352539
	Iteration 5F: 3 clusters Score -5077554 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31454 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -5079420.000000 Penalty: 5301.352539
	Iteration 6F: 3 clusters Score -5079420 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34835 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -5082312.000000 Penalty: 5301.352539
	Iteration 7F: 3 clusters Score -5082312 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -5085667.500000 Penalty: 5301.352539
	Iteration 8F: 3 clusters Score -5085668 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40924 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -5088375.000000 Penalty: 5301.352539
	Iteration 9F: 3 clusters Score -5088375 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -5089661.000000 Penalty: 5301.352539
	Iteration 10Q: 3 clusters Score -5089661 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5090253.000000 Penalty: 5301.352539
	Iteration 11Q: 3 clusters Score -5090253 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -5090476.500000 Penalty: 5301.352539
	Iteration 12Q: 3 clusters Score -5090476 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43336 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5090578.500000 Penalty: 5301.352539
	Iteration 13Q: 3 clusters Score -5090578 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43387 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5090645.000000 Penalty: 5301.352539
	Iteration 14Q: 3 clusters Score -5090645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5090672.000000 Penalty: 5301.352539
	Iteration 15Q: 3 clusters Score -5090672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43424 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -5090694.000000 Penalty: 5301.352539
	Iteration 16Q: 3 clusters Score -5090694 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5090701.500000 Penalty: 5301.352539
	Iteration 17Q: 3 clusters Score -5090702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43434 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -5090705.000000 Penalty: 5301.352539
	Iteration 18Q: 3 clusters Score -5090705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43436 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -5090705.000000 Penalty: 5301.352539
	Iteration 19Q: 3 clusters Score -5090705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43437 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5090706.500000 Penalty: 5301.352539
	Iteration 20F: 3 clusters Score -5090706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5090711.500000 Penalty: 5301.352539
	Iteration 21Q: 3 clusters Score -5090712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -5090713.500000 Penalty: 5301.352539
	Iteration 22Q: 3 clusters Score -5090714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43443 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -5090714.500000 Penalty: 5301.352539
	Iteration 23Q: 3 clusters Score -5090714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43444 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5090716.500000 Penalty: 5301.352539
	Iteration 24Q: 3 clusters Score -5090716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5090714.000000 Penalty: 5301.352539
	Iteration 25Q: 3 clusters Score -5090714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5090716.000000 Penalty: 5301.352539
	Iteration 26Q: 3 clusters Score -5090716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43449 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5090717.500000 Penalty: 5301.352539
	Iteration 27Q: 3 clusters Score -5090718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43452 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5090722.500000 Penalty: 5301.352539
	Iteration 28Q: 3 clusters Score -5090722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5090720.000000 Penalty: 5301.352539
	Iteration 29Q: 3 clusters Score -5090720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43455 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -5090719.500000 Penalty: 5301.352539
	Iteration 30Q: 3 clusters Score -5090720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5090720.000000 Penalty: 5301.352539
	Iteration 31Q: 3 clusters Score -5090720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43456 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -5090720.000000 Penalty: 5301.352539
	Iteration 32F: 3 clusters Score -5090720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (1137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Entering Unmasked Estep 
Score: -112152.328125 Penalty: 1744.964844
	Iteration 0F: 2 clusters Score -112152.3 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 537 members 
Entering Unmasked Estep 
Score: -110167.765625 Penalty: 3489.929688
	Iteration 0F: 3 clusters Score -110167.8 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -110780.390625 Penalty: 3489.929688
	Iteration 1F: 3 clusters Score -110780.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -111669.968750 Penalty: 3489.929688
	Iteration 2F: 3 clusters Score -111670 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -112728.617188 Penalty: 3489.929688
	Iteration 3F: 3 clusters Score -112728.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -113229.796875 Penalty: 3489.929688
	Iteration 4F: 3 clusters Score -113229.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -113354.453125 Penalty: 3489.929688
	Iteration 5Q: 3 clusters Score -113354.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113370.609375 Penalty: 3489.929688
	Iteration 6Q: 3 clusters Score -113370.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -113372.085938 Penalty: 3489.929688
	Iteration 7Q: 3 clusters Score -113372.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -113373.085938 Penalty: 3489.929688
	Iteration 8Q: 3 clusters Score -113373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -113373.085938 Penalty: 3489.929688
	Iteration 9F: 3 clusters Score -113373.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 14065 members 
Mstep: Class 3 contains 18920 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 43836 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 229139 members 
Mstep: Class 10 contains 24945 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 43911 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 213871 members 
Mstep: Class 15 contains 16341 members 
Mstep: Class 16 contains 38397 members 
Mstep: Class 17 contains 29783 members 
Mstep: Class 18 contains 76079 members 
Mstep: Class 19 contains 11829 members 
Mstep: Class 20 contains 317183 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 21353 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 17815 members 
Mstep: Class 26 contains 228013 members 
Mstep: Class 27 contains 387 members 
Entering Unmasked Estep 
Score: -161382528.000000 Penalty: 94850.351562
Splitting cluster 8 changes total score from -161382512.000000 to -161382528.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (229139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229139 members 
Entering Unmasked Estep 
Score: -26972712.000000 Penalty: 3060.836914
	Iteration 0F: 2 clusters Score -2.697271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114795 members 
Mstep: Class 2 contains 114344 members 
Entering Unmasked Estep 
Score: -26826648.000000 Penalty: 6121.673828
	Iteration 0F: 3 clusters Score -2.682665e+07 nChanged 110585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116612 members 
Mstep: Class 2 contains 112527 members 
Entering Unmasked Estep 
Score: -26891810.000000 Penalty: 6121.673828
	Iteration 1F: 3 clusters Score -2.689181e+07 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117599 members 
Mstep: Class 2 contains 111540 members 
Entering Unmasked Estep 
Score: -26893558.000000 Penalty: 6121.673828
	Iteration 2Q: 3 clusters Score -2.689356e+07 nChanged 7057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119020 members 
Mstep: Class 2 contains 110119 members 
Entering Unmasked Estep 
Score: -26895298.000000 Penalty: 6121.673828
	Iteration 3Q: 3 clusters Score -2.68953e+07 nChanged 7952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121114 members 
Mstep: Class 2 contains 108025 members 
Entering Unmasked Estep 
Score: -26897646.000000 Penalty: 6121.673828
	Iteration 4Q: 3 clusters Score -2.689765e+07 nChanged 9235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124463 members 
Mstep: Class 2 contains 104676 members 
Entering Unmasked Estep 
Score: -26901474.000000 Penalty: 6121.673828
	Iteration 5Q: 3 clusters Score -2.690147e+07 nChanged 10909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129484 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -26906884.000000 Penalty: 6121.673828
	Iteration 6Q: 3 clusters Score -2.690688e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136512 members 
Mstep: Class 2 contains 92627 members 
Entering Unmasked Estep 
Score: -26914128.000000 Penalty: 6121.673828
	Iteration 7F: 3 clusters Score -2.691413e+07 nChanged 13907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145349 members 
Mstep: Class 2 contains 83790 members 
Entering Unmasked Estep 
Score: -26923122.000000 Penalty: 6121.673828
	Iteration 8F: 3 clusters Score -2.692312e+07 nChanged 14504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155029 members 
Mstep: Class 2 contains 74110 members 
Entering Unmasked Estep 
Score: -26933360.000000 Penalty: 6121.673828
	Iteration 9F: 3 clusters Score -2.693336e+07 nChanged 13298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163293 members 
Mstep: Class 2 contains 65846 members 
Entering Unmasked Estep 
Score: -26942138.000000 Penalty: 6121.673828
	Iteration 10F: 3 clusters Score -2.694214e+07 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169440 members 
Mstep: Class 2 contains 59699 members 
Entering Unmasked Estep 
Score: -26948232.000000 Penalty: 6121.673828
	Iteration 11Q: 3 clusters Score -2.694823e+07 nChanged 7981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173735 members 
Mstep: Class 2 contains 55404 members 
Entering Unmasked Estep 
Score: -26951966.000000 Penalty: 6121.673828
	Iteration 12Q: 3 clusters Score -2.695197e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177253 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -26953846.000000 Penalty: 6121.673828
	Iteration 13Q: 3 clusters Score -2.695385e+07 nChanged 4164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180385 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -26955176.000000 Penalty: 6121.673828
	Iteration 14Q: 3 clusters Score -2.695518e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183366 members 
Mstep: Class 2 contains 45773 members 
Entering Unmasked Estep 
Score: -26956592.000000 Penalty: 6121.673828
	Iteration 15Q: 3 clusters Score -2.695659e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186155 members 
Mstep: Class 2 contains 42984 members 
Entering Unmasked Estep 
Score: -26957800.000000 Penalty: 6121.673828
	Iteration 16Q: 3 clusters Score -2.69578e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188937 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -26959136.000000 Penalty: 6121.673828
	Iteration 17Q: 3 clusters Score -2.695914e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191608 members 
Mstep: Class 2 contains 37531 members 
Entering Unmasked Estep 
Score: -26960588.000000 Penalty: 6121.673828
	Iteration 18Q: 3 clusters Score -2.696059e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194073 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -26961506.000000 Penalty: 6121.673828
	Iteration 19Q: 3 clusters Score -2.696151e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196360 members 
Mstep: Class 2 contains 32779 members 
Entering Unmasked Estep 
Score: -26962198.000000 Penalty: 6121.673828
	Iteration 20F: 3 clusters Score -2.69622e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198420 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -26962966.000000 Penalty: 6121.673828
	Iteration 21Q: 3 clusters Score -2.696297e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200362 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -26963492.000000 Penalty: 6121.673828
	Iteration 22Q: 3 clusters Score -2.696349e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202206 members 
Mstep: Class 2 contains 26933 members 
Entering Unmasked Estep 
Score: -26963962.000000 Penalty: 6121.673828
	Iteration 23Q: 3 clusters Score -2.696396e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203884 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -26964472.000000 Penalty: 6121.673828
	Iteration 24Q: 3 clusters Score -2.696447e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205534 members 
Mstep: Class 2 contains 23605 members 
Entering Unmasked Estep 
Score: -26965002.000000 Penalty: 6121.673828
	Iteration 25Q: 3 clusters Score -2.6965e+07 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207081 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -26965416.000000 Penalty: 6121.673828
	Iteration 26Q: 3 clusters Score -2.696542e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208558 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -26965844.000000 Penalty: 6121.673828
	Iteration 27Q: 3 clusters Score -2.696584e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210025 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -26966340.000000 Penalty: 6121.673828
	Iteration 28Q: 3 clusters Score -2.696634e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211359 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -26966728.000000 Penalty: 6121.673828
	Iteration 29Q: 3 clusters Score -2.696673e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212646 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -26967130.000000 Penalty: 6121.673828
	Iteration 30Q: 3 clusters Score -2.696713e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213868 members 
Mstep: Class 2 contains 15271 members 
Entering Unmasked Estep 
Score: -26967444.000000 Penalty: 6121.673828
	Iteration 31Q: 3 clusters Score -2.696744e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215056 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -26967780.000000 Penalty: 6121.673828
	Iteration 32Q: 3 clusters Score -2.696778e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216127 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -26968022.000000 Penalty: 6121.673828
	Iteration 33Q: 3 clusters Score -2.696802e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217146 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -26968434.000000 Penalty: 6121.673828
	Iteration 34Q: 3 clusters Score -2.696843e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218093 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -26968618.000000 Penalty: 6121.673828
	Iteration 35Q: 3 clusters Score -2.696862e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219008 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -26968882.000000 Penalty: 6121.673828
	Iteration 36Q: 3 clusters Score -2.696888e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219836 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -26969120.000000 Penalty: 6121.673828
	Iteration 37Q: 3 clusters Score -2.696912e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220586 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -26969348.000000 Penalty: 6121.673828
	Iteration 38Q: 3 clusters Score -2.696935e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221280 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -26969500.000000 Penalty: 6121.673828
	Iteration 39Q: 3 clusters Score -2.69695e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221908 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -26969742.000000 Penalty: 6121.673828
	Iteration 40F: 3 clusters Score -2.696974e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222509 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -26969840.000000 Penalty: 6121.673828
	Iteration 41Q: 3 clusters Score -2.696984e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223047 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -26969916.000000 Penalty: 6121.673828
	Iteration 42Q: 3 clusters Score -2.696992e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223565 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -26970106.000000 Penalty: 6121.673828
	Iteration 43Q: 3 clusters Score -2.697011e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224036 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -26970276.000000 Penalty: 6121.673828
	Iteration 44Q: 3 clusters Score -2.697028e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224428 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -26970372.000000 Penalty: 6121.673828
	Iteration 45Q: 3 clusters Score -2.697037e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224741 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -26970416.000000 Penalty: 6121.673828
	Iteration 46Q: 3 clusters Score -2.697042e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225008 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -26970466.000000 Penalty: 6121.673828
	Iteration 47Q: 3 clusters Score -2.697047e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225235 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -26970508.000000 Penalty: 6121.673828
	Iteration 48Q: 3 clusters Score -2.697051e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225435 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -26970540.000000 Penalty: 6121.673828
	Iteration 49Q: 3 clusters Score -2.697054e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225621 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -26970572.000000 Penalty: 6121.673828
	Iteration 50Q: 3 clusters Score -2.697057e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225767 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -26970582.000000 Penalty: 6121.673828
	Iteration 51Q: 3 clusters Score -2.697058e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225904 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -26970642.000000 Penalty: 6121.673828
	Iteration 52Q: 3 clusters Score -2.697064e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226013 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -26970632.000000 Penalty: 6121.673828
	Iteration 53Q: 3 clusters Score -2.697063e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226110 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -26970696.000000 Penalty: 6121.673828
	Iteration 54Q: 3 clusters Score -2.69707e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226201 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -26970710.000000 Penalty: 6121.673828
	Iteration 55Q: 3 clusters Score -2.697071e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226263 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -26970684.000000 Penalty: 6121.673828
	Iteration 56Q: 3 clusters Score -2.697068e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226321 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -26970690.000000 Penalty: 6121.673828
	Iteration 57Q: 3 clusters Score -2.697069e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226365 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -26970688.000000 Penalty: 6121.673828
	Iteration 58Q: 3 clusters Score -2.697069e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226401 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -26970706.000000 Penalty: 6121.673828
	Iteration 59Q: 3 clusters Score -2.697071e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226433 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -26970734.000000 Penalty: 6121.673828
	Iteration 60F: 3 clusters Score -2.697073e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226471 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -26970756.000000 Penalty: 6121.673828
	Iteration 61Q: 3 clusters Score -2.697076e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226506 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -26970768.000000 Penalty: 6121.673828
	Iteration 62Q: 3 clusters Score -2.697077e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226542 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -26970774.000000 Penalty: 6121.673828
	Iteration 63Q: 3 clusters Score -2.697077e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226578 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -26970776.000000 Penalty: 6121.673828
	Iteration 64Q: 3 clusters Score -2.697078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226605 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -26970772.000000 Penalty: 6121.673828
	Iteration 65Q: 3 clusters Score -2.697077e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226629 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -26970782.000000 Penalty: 6121.673828
	Iteration 66Q: 3 clusters Score -2.697078e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226648 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -26970780.000000 Penalty: 6121.673828
	Iteration 67Q: 3 clusters Score -2.697078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226676 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -26970788.000000 Penalty: 6121.673828
	Iteration 68Q: 3 clusters Score -2.697079e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226697 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -26970776.000000 Penalty: 6121.673828
	Iteration 69Q: 3 clusters Score -2.697078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226713 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -26970812.000000 Penalty: 6121.673828
	Iteration 70Q: 3 clusters Score -2.697081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226722 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -26970802.000000 Penalty: 6121.673828
	Iteration 71Q: 3 clusters Score -2.69708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226734 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -26970792.000000 Penalty: 6121.673828
	Iteration 72Q: 3 clusters Score -2.697079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226745 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -26970794.000000 Penalty: 6121.673828
	Iteration 73Q: 3 clusters Score -2.697079e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226751 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -26970784.000000 Penalty: 6121.673828
	Iteration 74Q: 3 clusters Score -2.697078e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226757 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -26970798.000000 Penalty: 6121.673828
	Iteration 75Q: 3 clusters Score -2.69708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226764 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -26970790.000000 Penalty: 6121.673828
	Iteration 76Q: 3 clusters Score -2.697079e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226771 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -26970792.000000 Penalty: 6121.673828
	Iteration 77Q: 3 clusters Score -2.697079e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226779 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -26970790.000000 Penalty: 6121.673828
	Iteration 78Q: 3 clusters Score -2.697079e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226789 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -26970802.000000 Penalty: 6121.673828
	Iteration 79Q: 3 clusters Score -2.69708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226802 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -26970802.000000 Penalty: 6121.673828
	Iteration 80F: 3 clusters Score -2.69708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226813 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -26970830.000000 Penalty: 6121.673828
	Iteration 81Q: 3 clusters Score -2.697083e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226824 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -26970822.000000 Penalty: 6121.673828
	Iteration 82Q: 3 clusters Score -2.697082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226835 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -26970806.000000 Penalty: 6121.673828
	Iteration 83Q: 3 clusters Score -2.697081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226842 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -26970814.000000 Penalty: 6121.673828
	Iteration 84Q: 3 clusters Score -2.697081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226849 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -26970806.000000 Penalty: 6121.673828
	Iteration 85Q: 3 clusters Score -2.697081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226853 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -26970812.000000 Penalty: 6121.673828
	Iteration 86Q: 3 clusters Score -2.697081e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226856 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -26970800.000000 Penalty: 6121.673828
	Iteration 87Q: 3 clusters Score -2.69708e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226857 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -26970808.000000 Penalty: 6121.673828
	Iteration 88Q: 3 clusters Score -2.697081e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226859 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -26970808.000000 Penalty: 6121.673828
	Iteration 89Q: 3 clusters Score -2.697081e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226864 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -26970796.000000 Penalty: 6121.673828
	Iteration 90Q: 3 clusters Score -2.69708e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226867 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -26970792.000000 Penalty: 6121.673828
	Iteration 91Q: 3 clusters Score -2.697079e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226872 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -26970790.000000 Penalty: 6121.673828
	Iteration 92Q: 3 clusters Score -2.697079e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226875 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -26970792.000000 Penalty: 6121.673828
	Iteration 93Q: 3 clusters Score -2.697079e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226879 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -26970794.000000 Penalty: 6121.673828
	Iteration 94Q: 3 clusters Score -2.697079e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226883 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -26970800.000000 Penalty: 6121.673828
	Iteration 95Q: 3 clusters Score -2.69708e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226893 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -26970790.000000 Penalty: 6121.673828
	Iteration 96Q: 3 clusters Score -2.697079e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226906 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -26970804.000000 Penalty: 6121.673828
	Iteration 97Q: 3 clusters Score -2.69708e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226926 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -26970834.000000 Penalty: 6121.673828
	Iteration 98Q: 3 clusters Score -2.697083e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226944 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -26970832.000000 Penalty: 6121.673828
	Iteration 99Q: 3 clusters Score -2.697083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226956 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -26970798.000000 Penalty: 6121.673828
	Iteration 100F: 3 clusters Score -2.69708e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226966 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -26970808.000000 Penalty: 6121.673828
	Iteration 101Q: 3 clusters Score -2.697081e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226971 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -26970798.000000 Penalty: 6121.673828
	Iteration 102Q: 3 clusters Score -2.69708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226979 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -26970810.000000 Penalty: 6121.673828
	Iteration 103Q: 3 clusters Score -2.697081e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226985 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -26970802.000000 Penalty: 6121.673828
	Iteration 104Q: 3 clusters Score -2.69708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226996 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -26970812.000000 Penalty: 6121.673828
	Iteration 105Q: 3 clusters Score -2.697081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227005 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -26970824.000000 Penalty: 6121.673828
	Iteration 106Q: 3 clusters Score -2.697082e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227015 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -26970822.000000 Penalty: 6121.673828
	Iteration 107Q: 3 clusters Score -2.697082e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227024 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -26970810.000000 Penalty: 6121.673828
	Iteration 108Q: 3 clusters Score -2.697081e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227033 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -26970812.000000 Penalty: 6121.673828
	Iteration 109Q: 3 clusters Score -2.697081e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227041 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -26970820.000000 Penalty: 6121.673828
	Iteration 110Q: 3 clusters Score -2.697082e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227043 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -26970806.000000 Penalty: 6121.673828
	Iteration 111Q: 3 clusters Score -2.697081e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227044 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -26970810.000000 Penalty: 6121.673828
	Iteration 112Q: 3 clusters Score -2.697081e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227044 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -26970810.000000 Penalty: 6121.673828
	Iteration 113F: 3 clusters Score -2.697081e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Entering Unmasked Estep 
Score: -2479012.750000 Penalty: 2510.858398
	Iteration 0F: 2 clusters Score -2479013 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2461704.500000 Penalty: 5021.716797
	Iteration 0F: 3 clusters Score -2461704 nChanged 11256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 11662 members 
Entering Unmasked Estep 
Score: -2468153.750000 Penalty: 5021.716797
	Iteration 1F: 3 clusters Score -2468154 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -2468892.000000 Penalty: 5021.716797
	Iteration 2F: 3 clusters Score -2468892 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2469728.500000 Penalty: 5021.716797
	Iteration 3F: 3 clusters Score -2469728 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2470768.250000 Penalty: 5021.716797
	Iteration 4F: 3 clusters Score -2470768 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2471925.500000 Penalty: 5021.716797
	Iteration 5F: 3 clusters Score -2471926 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2472998.750000 Penalty: 5021.716797
	Iteration 6F: 3 clusters Score -2472999 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18829 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2473898.500000 Penalty: 5021.716797
	Iteration 7F: 3 clusters Score -2473898 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -2474666.750000 Penalty: 5021.716797
	Iteration 8Q: 3 clusters Score -2474667 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -2475290.750000 Penalty: 5021.716797
	Iteration 9Q: 3 clusters Score -2475291 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2475717.750000 Penalty: 5021.716797
	Iteration 10Q: 3 clusters Score -2475718 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2476012.000000 Penalty: 5021.716797
	Iteration 11Q: 3 clusters Score -2476012 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2476258.000000 Penalty: 5021.716797
	Iteration 12Q: 3 clusters Score -2476258 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22667 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2476481.500000 Penalty: 5021.716797
	Iteration 13Q: 3 clusters Score -2476482 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22931 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2476651.250000 Penalty: 5021.716797
	Iteration 14Q: 3 clusters Score -2476651 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2476828.500000 Penalty: 5021.716797
	Iteration 15Q: 3 clusters Score -2476828 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2477017.000000 Penalty: 5021.716797
	Iteration 16Q: 3 clusters Score -2477017 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2477158.250000 Penalty: 5021.716797
	Iteration 17Q: 3 clusters Score -2477158 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2477262.000000 Penalty: 5021.716797
	Iteration 18Q: 3 clusters Score -2477262 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2477336.500000 Penalty: 5021.716797
	Iteration 19Q: 3 clusters Score -2477336 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -2477388.500000 Penalty: 5021.716797
	Iteration 20F: 3 clusters Score -2477388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23723 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2477444.250000 Penalty: 5021.716797
	Iteration 21Q: 3 clusters Score -2477444 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23760 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2477498.000000 Penalty: 5021.716797
	Iteration 22Q: 3 clusters Score -2477498 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2477543.750000 Penalty: 5021.716797
	Iteration 23Q: 3 clusters Score -2477544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2477590.250000 Penalty: 5021.716797
	Iteration 24Q: 3 clusters Score -2477590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -2477629.250000 Penalty: 5021.716797
	Iteration 25Q: 3 clusters Score -2477629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2477647.000000 Penalty: 5021.716797
	Iteration 26Q: 3 clusters Score -2477647 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2477665.000000 Penalty: 5021.716797
	Iteration 27Q: 3 clusters Score -2477665 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23876 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2477681.750000 Penalty: 5021.716797
	Iteration 28Q: 3 clusters Score -2477682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2477689.000000 Penalty: 5021.716797
	Iteration 29Q: 3 clusters Score -2477689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2477690.500000 Penalty: 5021.716797
	Iteration 30Q: 3 clusters Score -2477690 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2477698.750000 Penalty: 5021.716797
	Iteration 31Q: 3 clusters Score -2477699 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2477704.500000 Penalty: 5021.716797
	Iteration 32Q: 3 clusters Score -2477704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23902 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2477705.250000 Penalty: 5021.716797
	Iteration 33Q: 3 clusters Score -2477705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23907 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2477710.000000 Penalty: 5021.716797
	Iteration 34Q: 3 clusters Score -2477710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2477710.500000 Penalty: 5021.716797
	Iteration 35Q: 3 clusters Score -2477710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2477709.250000 Penalty: 5021.716797
	Iteration 36Q: 3 clusters Score -2477709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -2477710.750000 Penalty: 5021.716797
	Iteration 37Q: 3 clusters Score -2477711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2477715.750000 Penalty: 5021.716797
	Iteration 38Q: 3 clusters Score -2477716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2477718.000000 Penalty: 5021.716797
	Iteration 39Q: 3 clusters Score -2477718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2477717.500000 Penalty: 5021.716797
	Iteration 40F: 3 clusters Score -2477718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2477720.250000 Penalty: 5021.716797
	Iteration 41Q: 3 clusters Score -2477720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2477721.500000 Penalty: 5021.716797
	Iteration 42Q: 3 clusters Score -2477722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2477721.500000 Penalty: 5021.716797
	Iteration 43F: 3 clusters Score -2477722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18481 members 
Entering Unmasked Estep 
Score: -2076595.250000 Penalty: 2436.475586
	Iteration 0F: 2 clusters Score -2076595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2063467.375000 Penalty: 4872.951172
	Iteration 0F: 3 clusters Score -2063467 nChanged 8063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2067827.750000 Penalty: 4872.951172
	Iteration 1F: 3 clusters Score -2067828 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2068320.125000 Penalty: 4872.951172
	Iteration 2F: 3 clusters Score -2068320 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -2068790.500000 Penalty: 4872.951172
	Iteration 3F: 3 clusters Score -2068790 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -2069239.375000 Penalty: 4872.951172
	Iteration 4F: 3 clusters Score -2069239 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -2069652.500000 Penalty: 4872.951172
	Iteration 5Q: 3 clusters Score -2069652 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10279 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -2070050.875000 Penalty: 4872.951172
	Iteration 6Q: 3 clusters Score -2070051 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2070457.250000 Penalty: 4872.951172
	Iteration 7Q: 3 clusters Score -2070457 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -2070805.625000 Penalty: 4872.951172
	Iteration 8Q: 3 clusters Score -2070806 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 7534 members 
Entering Unmasked Estep 
Score: -2071193.625000 Penalty: 4872.951172
	Iteration 9Q: 3 clusters Score -2071194 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2071631.875000 Penalty: 4872.951172
	Iteration 10Q: 3 clusters Score -2071632 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2072020.000000 Penalty: 4872.951172
	Iteration 11Q: 3 clusters Score -2072020 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -2072365.000000 Penalty: 4872.951172
	Iteration 12Q: 3 clusters Score -2072365 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -2072667.500000 Penalty: 4872.951172
	Iteration 13Q: 3 clusters Score -2072668 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2072935.500000 Penalty: 4872.951172
	Iteration 14Q: 3 clusters Score -2072936 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -2073156.625000 Penalty: 4872.951172
	Iteration 15Q: 3 clusters Score -2073157 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -2073349.625000 Penalty: 4872.951172
	Iteration 16Q: 3 clusters Score -2073350 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13895 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -2073503.125000 Penalty: 4872.951172
	Iteration 17Q: 3 clusters Score -2073503 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -2073651.250000 Penalty: 4872.951172
	Iteration 18Q: 3 clusters Score -2073651 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14499 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2073781.375000 Penalty: 4872.951172
	Iteration 19Q: 3 clusters Score -2073781 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -2073904.000000 Penalty: 4872.951172
	Iteration 20F: 3 clusters Score -2073904 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -2074023.750000 Penalty: 4872.951172
	Iteration 21Q: 3 clusters Score -2074024 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -2074149.625000 Penalty: 4872.951172
	Iteration 22Q: 3 clusters Score -2074150 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2074294.250000 Penalty: 4872.951172
	Iteration 23Q: 3 clusters Score -2074294 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2074422.375000 Penalty: 4872.951172
	Iteration 24Q: 3 clusters Score -2074422 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -2074535.875000 Penalty: 4872.951172
	Iteration 25Q: 3 clusters Score -2074536 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2074624.125000 Penalty: 4872.951172
	Iteration 26Q: 3 clusters Score -2074624 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -2074698.125000 Penalty: 4872.951172
	Iteration 27Q: 3 clusters Score -2074698 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16440 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2074778.250000 Penalty: 4872.951172
	Iteration 28Q: 3 clusters Score -2074778 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2074834.750000 Penalty: 4872.951172
	Iteration 29Q: 3 clusters Score -2074835 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -2074880.750000 Penalty: 4872.951172
	Iteration 30Q: 3 clusters Score -2074881 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2074908.000000 Penalty: 4872.951172
	Iteration 31Q: 3 clusters Score -2074908 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16786 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2074930.875000 Penalty: 4872.951172
	Iteration 32Q: 3 clusters Score -2074931 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2074946.250000 Penalty: 4872.951172
	Iteration 33Q: 3 clusters Score -2074946 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2074979.875000 Penalty: 4872.951172
	Iteration 34Q: 3 clusters Score -2074980 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2075008.125000 Penalty: 4872.951172
	Iteration 35Q: 3 clusters Score -2075008 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2075029.375000 Penalty: 4872.951172
	Iteration 36Q: 3 clusters Score -2075029 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -2075037.125000 Penalty: 4872.951172
	Iteration 37Q: 3 clusters Score -2075037 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2075046.750000 Penalty: 4872.951172
	Iteration 38Q: 3 clusters Score -2075047 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2075063.375000 Penalty: 4872.951172
	Iteration 39Q: 3 clusters Score -2075063 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2075082.250000 Penalty: 4872.951172
	Iteration 40F: 3 clusters Score -2075082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2075094.000000 Penalty: 4872.951172
	Iteration 41Q: 3 clusters Score -2075094 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2075099.875000 Penalty: 4872.951172
	Iteration 42Q: 3 clusters Score -2075100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -2075098.250000 Penalty: 4872.951172
	Iteration 43Q: 3 clusters Score -2075098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2075105.375000 Penalty: 4872.951172
	Iteration 44Q: 3 clusters Score -2075105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2075107.750000 Penalty: 4872.951172
	Iteration 45Q: 3 clusters Score -2075108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -2075112.625000 Penalty: 4872.951172
	Iteration 46Q: 3 clusters Score -2075113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2075109.000000 Penalty: 4872.951172
	Iteration 47Q: 3 clusters Score -2075109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2075111.875000 Penalty: 4872.951172
	Iteration 48Q: 3 clusters Score -2075112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -2075111.125000 Penalty: 4872.951172
	Iteration 49Q: 3 clusters Score -2075111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2075114.125000 Penalty: 4872.951172
	Iteration 50Q: 3 clusters Score -2075114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2075116.500000 Penalty: 4872.951172
	Iteration 51Q: 3 clusters Score -2075116 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2075119.125000 Penalty: 4872.951172
	Iteration 52Q: 3 clusters Score -2075119 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2075121.250000 Penalty: 4872.951172
	Iteration 53Q: 3 clusters Score -2075121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2075123.875000 Penalty: 4872.951172
	Iteration 54Q: 3 clusters Score -2075124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17231 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2075124.625000 Penalty: 4872.951172
	Iteration 55Q: 3 clusters Score -2075125 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2075123.750000 Penalty: 4872.951172
	Iteration 56Q: 3 clusters Score -2075124 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2075123.750000 Penalty: 4872.951172
	Iteration 57F: 3 clusters Score -2075124 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Entering Unmasked Estep 
Score: -4944598.500000 Penalty: 2651.100342
	Iteration 0F: 2 clusters Score -4944598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -4914910.000000 Penalty: 5302.200684
	Iteration 0F: 3 clusters Score -4914910 nChanged 20367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -4925889.000000 Penalty: 5302.200684
	Iteration 1F: 3 clusters Score -4925889 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 20134 members 
Entering Unmasked Estep 
Score: -4926590.500000 Penalty: 5302.200684
	Iteration 2Q: 3 clusters Score -4926590 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -4927423.000000 Penalty: 5302.200684
	Iteration 3Q: 3 clusters Score -4927423 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4928739.500000 Penalty: 5302.200684
	Iteration 4F: 3 clusters Score -4928740 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28695 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -4930792.500000 Penalty: 5302.200684
	Iteration 5F: 3 clusters Score -4930792 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 12427 members 
Entering Unmasked Estep 
Score: -4933975.000000 Penalty: 5302.200684
	Iteration 6F: 3 clusters Score -4933975 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34513 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -4937513.000000 Penalty: 5302.200684
	Iteration 7F: 3 clusters Score -4937513 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -4940231.500000 Penalty: 5302.200684
	Iteration 8F: 3 clusters Score -4940232 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -4942067.500000 Penalty: 5302.200684
	Iteration 9Q: 3 clusters Score -4942068 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40073 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -4943168.500000 Penalty: 5302.200684
	Iteration 10Q: 3 clusters Score -4943168 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40817 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -4943711.500000 Penalty: 5302.200684
	Iteration 11Q: 3 clusters Score -4943712 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -4944046.000000 Penalty: 5302.200684
	Iteration 12Q: 3 clusters Score -4944046 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41594 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4944284.500000 Penalty: 5302.200684
	Iteration 13Q: 3 clusters Score -4944284 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -4944468.000000 Penalty: 5302.200684
	Iteration 14Q: 3 clusters Score -4944468 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41972 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4944557.000000 Penalty: 5302.200684
	Iteration 15Q: 3 clusters Score -4944557 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4944626.500000 Penalty: 5302.200684
	Iteration 16Q: 3 clusters Score -4944626 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4944666.000000 Penalty: 5302.200684
	Iteration 17Q: 3 clusters Score -4944666 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42219 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -4944704.000000 Penalty: 5302.200684
	Iteration 18Q: 3 clusters Score -4944704 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4944748.000000 Penalty: 5302.200684
	Iteration 19Q: 3 clusters Score -4944748 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42291 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -4944769.500000 Penalty: 5302.200684
	Iteration 20F: 3 clusters Score -4944770 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4944787.500000 Penalty: 5302.200684
	Iteration 21Q: 3 clusters Score -4944788 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42323 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -4944795.500000 Penalty: 5302.200684
	Iteration 22Q: 3 clusters Score -4944796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -4944791.500000 Penalty: 5302.200684
	Iteration 23Q: 3 clusters Score -4944792 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4944797.000000 Penalty: 5302.200684
	Iteration 24Q: 3 clusters Score -4944797 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4944795.000000 Penalty: 5302.200684
	Iteration 25Q: 3 clusters Score -4944795 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42358 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4944792.000000 Penalty: 5302.200684
	Iteration 26Q: 3 clusters Score -4944792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4944789.500000 Penalty: 5302.200684
	Iteration 27Q: 3 clusters Score -4944790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -4944791.000000 Penalty: 5302.200684
	Iteration 28Q: 3 clusters Score -4944791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4944792.500000 Penalty: 5302.200684
	Iteration 29Q: 3 clusters Score -4944792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -4944792.500000 Penalty: 5302.200684
	Iteration 30F: 3 clusters Score -4944792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 14065 members 
Mstep: Class 3 contains 18920 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 43836 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 229139 members 
Mstep: Class 10 contains 24945 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 42362 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 213871 members 
Mstep: Class 15 contains 16341 members 
Mstep: Class 16 contains 38397 members 
Mstep: Class 17 contains 29783 members 
Mstep: Class 18 contains 76079 members 
Mstep: Class 19 contains 11829 members 
Mstep: Class 20 contains 317183 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 21353 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 17815 members 
Mstep: Class 26 contains 228013 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1549 members 
Entering Unmasked Estep 
Score: -161381008.000000 Penalty: 98363.328125
Splitting cluster 12 changes total score from -161382512.000000 to -161381008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Entering Unmasked Estep 
Score: -545055.812500 Penalty: 2172.475586
	Iteration 0F: 2 clusters Score -545055.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -539761.437500 Penalty: 4344.951172
	Iteration 0F: 3 clusters Score -539761.4 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -541611.812500 Penalty: 4344.951172
	Iteration 1F: 3 clusters Score -541611.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -542733.562500 Penalty: 4344.951172
	Iteration 2F: 3 clusters Score -542733.6 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -544168.312500 Penalty: 4344.951172
	Iteration 3F: 3 clusters Score -544168.3 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -545008.312500 Penalty: 4344.951172
	Iteration 4F: 3 clusters Score -545008.3 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -545340.125000 Penalty: 4344.951172
	Iteration 5F: 3 clusters Score -545340.1 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -545458.437500 Penalty: 4344.951172
	Iteration 6Q: 3 clusters Score -545458.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -545507.812500 Penalty: 4344.951172
	Iteration 7Q: 3 clusters Score -545507.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -545539.312500 Penalty: 4344.951172
	Iteration 8Q: 3 clusters Score -545539.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -545565.250000 Penalty: 4344.951172
	Iteration 9Q: 3 clusters Score -545565.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -545576.437500 Penalty: 4344.951172
	Iteration 10Q: 3 clusters Score -545576.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -545586.875000 Penalty: 4344.951172
	Iteration 11Q: 3 clusters Score -545586.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -545592.625000 Penalty: 4344.951172
	Iteration 12Q: 3 clusters Score -545592.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -545597.187500 Penalty: 4344.951172
	Iteration 13Q: 3 clusters Score -545597.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -545599.937500 Penalty: 4344.951172
	Iteration 14Q: 3 clusters Score -545599.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -545600.000000 Penalty: 4344.951172
	Iteration 15Q: 3 clusters Score -545600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -545601.375000 Penalty: 4344.951172
	Iteration 16Q: 3 clusters Score -545601.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -545604.687500 Penalty: 4344.951172
	Iteration 17Q: 3 clusters Score -545604.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -545606.375000 Penalty: 4344.951172
	Iteration 18Q: 3 clusters Score -545606.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -545607.500000 Penalty: 4344.951172
	Iteration 19Q: 3 clusters Score -545607.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -545607.750000 Penalty: 4344.951172
	Iteration 20F: 3 clusters Score -545607.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 14065 members 
Mstep: Class 3 contains 18920 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 43836 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 229139 members 
Mstep: Class 10 contains 24945 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 43911 members 
Mstep: Class 13 contains 5280 members 
Mstep: Class 14 contains 213871 members 
Mstep: Class 15 contains 16341 members 
Mstep: Class 16 contains 38397 members 
Mstep: Class 17 contains 29783 members 
Mstep: Class 18 contains 76079 members 
Mstep: Class 19 contains 11829 members 
Mstep: Class 20 contains 317183 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 21353 members 
Mstep: Class 23 contains 2713 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 17815 members 
Mstep: Class 26 contains 228013 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 1094 members 
Entering Unmasked Estep 
Score: -161381680.000000 Penalty: 98363.328125
Splitting cluster 13 changes total score from -161382512.000000 to -161381680.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (213871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213871 members 
Entering Unmasked Estep 
Score: -25262474.000000 Penalty: 3043.735840
	Iteration 0F: 2 clusters Score -2.526247e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106843 members 
Mstep: Class 2 contains 107028 members 
Entering Unmasked Estep 
Score: -25126794.000000 Penalty: 6087.471680
	Iteration 0F: 3 clusters Score -2.512679e+07 nChanged 103063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105930 members 
Mstep: Class 2 contains 107941 members 
Entering Unmasked Estep 
Score: -25187048.000000 Penalty: 6087.471680
	Iteration 1F: 3 clusters Score -2.518705e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104624 members 
Mstep: Class 2 contains 109247 members 
Entering Unmasked Estep 
Score: -25188510.000000 Penalty: 6087.471680
	Iteration 2Q: 3 clusters Score -2.518851e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102646 members 
Mstep: Class 2 contains 111225 members 
Entering Unmasked Estep 
Score: -25190642.000000 Penalty: 6087.471680
	Iteration 3Q: 3 clusters Score -2.519064e+07 nChanged 8057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99697 members 
Mstep: Class 2 contains 114174 members 
Entering Unmasked Estep 
Score: -25193406.000000 Penalty: 6087.471680
	Iteration 4Q: 3 clusters Score -2.519341e+07 nChanged 9731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95546 members 
Mstep: Class 2 contains 118325 members 
Entering Unmasked Estep 
Score: -25197430.000000 Penalty: 6087.471680
	Iteration 5Q: 3 clusters Score -2.519743e+07 nChanged 11745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89859 members 
Mstep: Class 2 contains 124012 members 
Entering Unmasked Estep 
Score: -25203798.000000 Penalty: 6087.471680
	Iteration 6F: 3 clusters Score -2.52038e+07 nChanged 13819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82548 members 
Mstep: Class 2 contains 131323 members 
Entering Unmasked Estep 
Score: -25212966.000000 Penalty: 6087.471680
	Iteration 7F: 3 clusters Score -2.521297e+07 nChanged 14895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74339 members 
Mstep: Class 2 contains 139532 members 
Entering Unmasked Estep 
Score: -25224456.000000 Penalty: 6087.471680
	Iteration 8F: 3 clusters Score -2.522446e+07 nChanged 13868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66899 members 
Mstep: Class 2 contains 146972 members 
Entering Unmasked Estep 
Score: -25236472.000000 Penalty: 6087.471680
	Iteration 9F: 3 clusters Score -2.523647e+07 nChanged 11329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61388 members 
Mstep: Class 2 contains 152483 members 
Entering Unmasked Estep 
Score: -25245268.000000 Penalty: 6087.471680
	Iteration 10F: 3 clusters Score -2.524527e+07 nChanged 8207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57295 members 
Mstep: Class 2 contains 156576 members 
Entering Unmasked Estep 
Score: -25250484.000000 Penalty: 6087.471680
	Iteration 11Q: 3 clusters Score -2.525048e+07 nChanged 5661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53904 members 
Mstep: Class 2 contains 159967 members 
Entering Unmasked Estep 
Score: -25253518.000000 Penalty: 6087.471680
	Iteration 12Q: 3 clusters Score -2.525352e+07 nChanged 4418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50868 members 
Mstep: Class 2 contains 163003 members 
Entering Unmasked Estep 
Score: -25255688.000000 Penalty: 6087.471680
	Iteration 13Q: 3 clusters Score -2.525569e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48202 members 
Mstep: Class 2 contains 165669 members 
Entering Unmasked Estep 
Score: -25257426.000000 Penalty: 6087.471680
	Iteration 14Q: 3 clusters Score -2.525743e+07 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45992 members 
Mstep: Class 2 contains 167879 members 
Entering Unmasked Estep 
Score: -25258668.000000 Penalty: 6087.471680
	Iteration 15Q: 3 clusters Score -2.525867e+07 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44035 members 
Mstep: Class 2 contains 169836 members 
Entering Unmasked Estep 
Score: -25259534.000000 Penalty: 6087.471680
	Iteration 16Q: 3 clusters Score -2.525953e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42316 members 
Mstep: Class 2 contains 171555 members 
Entering Unmasked Estep 
Score: -25260190.000000 Penalty: 6087.471680
	Iteration 17Q: 3 clusters Score -2.526019e+07 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 173066 members 
Entering Unmasked Estep 
Score: -25260654.000000 Penalty: 6087.471680
	Iteration 18Q: 3 clusters Score -2.526065e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 174408 members 
Entering Unmasked Estep 
Score: -25260876.000000 Penalty: 6087.471680
	Iteration 19Q: 3 clusters Score -2.526088e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38298 members 
Mstep: Class 2 contains 175573 members 
Entering Unmasked Estep 
Score: -25261120.000000 Penalty: 6087.471680
	Iteration 20F: 3 clusters Score -2.526112e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37267 members 
Mstep: Class 2 contains 176604 members 
Entering Unmasked Estep 
Score: -25261210.000000 Penalty: 6087.471680
	Iteration 21Q: 3 clusters Score -2.526121e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 177558 members 
Entering Unmasked Estep 
Score: -25261368.000000 Penalty: 6087.471680
	Iteration 22Q: 3 clusters Score -2.526137e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 178443 members 
Entering Unmasked Estep 
Score: -25261346.000000 Penalty: 6087.471680
	Iteration 23Q: 3 clusters Score -2.526135e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34601 members 
Mstep: Class 2 contains 179270 members 
Entering Unmasked Estep 
Score: -25261546.000000 Penalty: 6087.471680
	Iteration 24Q: 3 clusters Score -2.526155e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 180031 members 
Entering Unmasked Estep 
Score: -25261530.000000 Penalty: 6087.471680
	Iteration 25Q: 3 clusters Score -2.526153e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 180753 members 
Entering Unmasked Estep 
Score: -25261496.000000 Penalty: 6087.471680
	Iteration 26Q: 3 clusters Score -2.52615e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 181400 members 
Entering Unmasked Estep 
Score: -25261484.000000 Penalty: 6087.471680
	Iteration 27Q: 3 clusters Score -2.526148e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31912 members 
Mstep: Class 2 contains 181959 members 
Entering Unmasked Estep 
Score: -25261556.000000 Penalty: 6087.471680
	Iteration 28Q: 3 clusters Score -2.526156e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 182472 members 
Entering Unmasked Estep 
Score: -25261582.000000 Penalty: 6087.471680
	Iteration 29Q: 3 clusters Score -2.526158e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 182961 members 
Entering Unmasked Estep 
Score: -25261574.000000 Penalty: 6087.471680
	Iteration 30Q: 3 clusters Score -2.526157e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 183434 members 
Entering Unmasked Estep 
Score: -25261616.000000 Penalty: 6087.471680
	Iteration 31Q: 3 clusters Score -2.526162e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 183884 members 
Entering Unmasked Estep 
Score: -25261628.000000 Penalty: 6087.471680
	Iteration 32Q: 3 clusters Score -2.526163e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 184342 members 
Entering Unmasked Estep 
Score: -25261594.000000 Penalty: 6087.471680
	Iteration 33Q: 3 clusters Score -2.526159e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 184767 members 
Entering Unmasked Estep 
Score: -25261516.000000 Penalty: 6087.471680
	Iteration 34Q: 3 clusters Score -2.526152e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 185182 members 
Entering Unmasked Estep 
Score: -25261530.000000 Penalty: 6087.471680
	Iteration 35Q: 3 clusters Score -2.526153e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28264 members 
Mstep: Class 2 contains 185607 members 
Entering Unmasked Estep 
Score: -25261598.000000 Penalty: 6087.471680
	Iteration 36Q: 3 clusters Score -2.52616e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27848 members 
Mstep: Class 2 contains 186023 members 
Entering Unmasked Estep 
Score: -25261628.000000 Penalty: 6087.471680
	Iteration 37Q: 3 clusters Score -2.526163e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27448 members 
Mstep: Class 2 contains 186423 members 
Entering Unmasked Estep 
Score: -25261680.000000 Penalty: 6087.471680
	Iteration 38Q: 3 clusters Score -2.526168e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 186839 members 
Entering Unmasked Estep 
Score: -25261580.000000 Penalty: 6087.471680
	Iteration 39Q: 3 clusters Score -2.526158e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 187266 members 
Entering Unmasked Estep 
Score: -25261536.000000 Penalty: 6087.471680
	Iteration 40F: 3 clusters Score -2.526154e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 187687 members 
Entering Unmasked Estep 
Score: -25261560.000000 Penalty: 6087.471680
	Iteration 41Q: 3 clusters Score -2.526156e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25786 members 
Mstep: Class 2 contains 188085 members 
Entering Unmasked Estep 
Score: -25261496.000000 Penalty: 6087.471680
	Iteration 42Q: 3 clusters Score -2.52615e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 188448 members 
Entering Unmasked Estep 
Score: -25261458.000000 Penalty: 6087.471680
	Iteration 43Q: 3 clusters Score -2.526146e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 188795 members 
Entering Unmasked Estep 
Score: -25261528.000000 Penalty: 6087.471680
	Iteration 44Q: 3 clusters Score -2.526153e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24724 members 
Mstep: Class 2 contains 189147 members 
Entering Unmasked Estep 
Score: -25261544.000000 Penalty: 6087.471680
	Iteration 45Q: 3 clusters Score -2.526154e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 189476 members 
Entering Unmasked Estep 
Score: -25261534.000000 Penalty: 6087.471680
	Iteration 46Q: 3 clusters Score -2.526153e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24093 members 
Mstep: Class 2 contains 189778 members 
Entering Unmasked Estep 
Score: -25261456.000000 Penalty: 6087.471680
	Iteration 47Q: 3 clusters Score -2.526146e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 190095 members 
Entering Unmasked Estep 
Score: -25261448.000000 Penalty: 6087.471680
	Iteration 48Q: 3 clusters Score -2.526145e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 190431 members 
Entering Unmasked Estep 
Score: -25261434.000000 Penalty: 6087.471680
	Iteration 49Q: 3 clusters Score -2.526143e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23117 members 
Mstep: Class 2 contains 190754 members 
Entering Unmasked Estep 
Score: -25261432.000000 Penalty: 6087.471680
	Iteration 50Q: 3 clusters Score -2.526143e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 191088 members 
Entering Unmasked Estep 
Score: -25261408.000000 Penalty: 6087.471680
	Iteration 51Q: 3 clusters Score -2.526141e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 191423 members 
Entering Unmasked Estep 
Score: -25261366.000000 Penalty: 6087.471680
	Iteration 52Q: 3 clusters Score -2.526137e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22150 members 
Mstep: Class 2 contains 191721 members 
Entering Unmasked Estep 
Score: -25261376.000000 Penalty: 6087.471680
	Iteration 53Q: 3 clusters Score -2.526138e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21902 members 
Mstep: Class 2 contains 191969 members 
Entering Unmasked Estep 
Score: -25261370.000000 Penalty: 6087.471680
	Iteration 54Q: 3 clusters Score -2.526137e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21626 members 
Mstep: Class 2 contains 192245 members 
Entering Unmasked Estep 
Score: -25261370.000000 Penalty: 6087.471680
	Iteration 55Q: 3 clusters Score -2.526137e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 192538 members 
Entering Unmasked Estep 
Score: -25261228.000000 Penalty: 6087.471680
	Iteration 56Q: 3 clusters Score -2.526123e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 192814 members 
Entering Unmasked Estep 
Score: -25261214.000000 Penalty: 6087.471680
	Iteration 57Q: 3 clusters Score -2.526121e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20806 members 
Mstep: Class 2 contains 193065 members 
Entering Unmasked Estep 
Score: -25261206.000000 Penalty: 6087.471680
	Iteration 58Q: 3 clusters Score -2.526121e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20566 members 
Mstep: Class 2 contains 193305 members 
Entering Unmasked Estep 
Score: -25261254.000000 Penalty: 6087.471680
	Iteration 59Q: 3 clusters Score -2.526125e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 193535 members 
Entering Unmasked Estep 
Score: -25261226.000000 Penalty: 6087.471680
	Iteration 60F: 3 clusters Score -2.526123e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 193759 members 
Entering Unmasked Estep 
Score: -25261212.000000 Penalty: 6087.471680
	Iteration 61Q: 3 clusters Score -2.526121e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19866 members 
Mstep: Class 2 contains 194005 members 
Entering Unmasked Estep 
Score: -25261180.000000 Penalty: 6087.471680
	Iteration 62Q: 3 clusters Score -2.526118e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 194219 members 
Entering Unmasked Estep 
Score: -25261176.000000 Penalty: 6087.471680
	Iteration 63Q: 3 clusters Score -2.526118e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19432 members 
Mstep: Class 2 contains 194439 members 
Entering Unmasked Estep 
Score: -25261190.000000 Penalty: 6087.471680
	Iteration 64Q: 3 clusters Score -2.526119e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 194680 members 
Entering Unmasked Estep 
Score: -25261180.000000 Penalty: 6087.471680
	Iteration 65Q: 3 clusters Score -2.526118e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18953 members 
Mstep: Class 2 contains 194918 members 
Entering Unmasked Estep 
Score: -25261178.000000 Penalty: 6087.471680
	Iteration 66Q: 3 clusters Score -2.526118e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 195159 members 
Entering Unmasked Estep 
Score: -25261202.000000 Penalty: 6087.471680
	Iteration 67Q: 3 clusters Score -2.52612e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 195420 members 
Entering Unmasked Estep 
Score: -25261166.000000 Penalty: 6087.471680
	Iteration 68Q: 3 clusters Score -2.526117e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 195697 members 
Entering Unmasked Estep 
Score: -25261120.000000 Penalty: 6087.471680
	Iteration 69Q: 3 clusters Score -2.526112e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 195961 members 
Entering Unmasked Estep 
Score: -25261156.000000 Penalty: 6087.471680
	Iteration 70Q: 3 clusters Score -2.526116e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 196205 members 
Entering Unmasked Estep 
Score: -25261180.000000 Penalty: 6087.471680
	Iteration 71Q: 3 clusters Score -2.526118e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 196458 members 
Entering Unmasked Estep 
Score: -25261158.000000 Penalty: 6087.471680
	Iteration 72Q: 3 clusters Score -2.526116e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 196734 members 
Entering Unmasked Estep 
Score: -25261140.000000 Penalty: 6087.471680
	Iteration 73Q: 3 clusters Score -2.526114e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 197021 members 
Entering Unmasked Estep 
Score: -25261160.000000 Penalty: 6087.471680
	Iteration 74Q: 3 clusters Score -2.526116e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 197302 members 
Entering Unmasked Estep 
Score: -25261146.000000 Penalty: 6087.471680
	Iteration 75Q: 3 clusters Score -2.526115e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 197560 members 
Entering Unmasked Estep 
Score: -25261190.000000 Penalty: 6087.471680
	Iteration 76Q: 3 clusters Score -2.526119e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 197822 members 
Entering Unmasked Estep 
Score: -25261202.000000 Penalty: 6087.471680
	Iteration 77Q: 3 clusters Score -2.52612e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 198071 members 
Entering Unmasked Estep 
Score: -25261236.000000 Penalty: 6087.471680
	Iteration 78Q: 3 clusters Score -2.526124e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 198345 members 
Entering Unmasked Estep 
Score: -25261236.000000 Penalty: 6087.471680
	Iteration 79Q: 3 clusters Score -2.526124e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 198580 members 
Entering Unmasked Estep 
Score: -25261186.000000 Penalty: 6087.471680
	Iteration 80F: 3 clusters Score -2.526119e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 198820 members 
Entering Unmasked Estep 
Score: -25261194.000000 Penalty: 6087.471680
	Iteration 81Q: 3 clusters Score -2.526119e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 199083 members 
Entering Unmasked Estep 
Score: -25261198.000000 Penalty: 6087.471680
	Iteration 82Q: 3 clusters Score -2.52612e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 199320 members 
Entering Unmasked Estep 
Score: -25261134.000000 Penalty: 6087.471680
	Iteration 83Q: 3 clusters Score -2.526113e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 199549 members 
Entering Unmasked Estep 
Score: -25261158.000000 Penalty: 6087.471680
	Iteration 84Q: 3 clusters Score -2.526116e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 199795 members 
Entering Unmasked Estep 
Score: -25261146.000000 Penalty: 6087.471680
	Iteration 85Q: 3 clusters Score -2.526115e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 200026 members 
Entering Unmasked Estep 
Score: -25261080.000000 Penalty: 6087.471680
	Iteration 86Q: 3 clusters Score -2.526108e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 200243 members 
Entering Unmasked Estep 
Score: -25261000.000000 Penalty: 6087.471680
	Iteration 87Q: 3 clusters Score -2.5261e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 200417 members 
Entering Unmasked Estep 
Score: -25261024.000000 Penalty: 6087.471680
	Iteration 88Q: 3 clusters Score -2.526102e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13279 members 
Mstep: Class 2 contains 200592 members 
Entering Unmasked Estep 
Score: -25260972.000000 Penalty: 6087.471680
	Iteration 89Q: 3 clusters Score -2.526097e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 200758 members 
Entering Unmasked Estep 
Score: -25260938.000000 Penalty: 6087.471680
	Iteration 90Q: 3 clusters Score -2.526094e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 200921 members 
Entering Unmasked Estep 
Score: -25260928.000000 Penalty: 6087.471680
	Iteration 91Q: 3 clusters Score -2.526093e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 201092 members 
Entering Unmasked Estep 
Score: -25260944.000000 Penalty: 6087.471680
	Iteration 92Q: 3 clusters Score -2.526094e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 201258 members 
Entering Unmasked Estep 
Score: -25260900.000000 Penalty: 6087.471680
	Iteration 93Q: 3 clusters Score -2.52609e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 201428 members 
Entering Unmasked Estep 
Score: -25260910.000000 Penalty: 6087.471680
	Iteration 94Q: 3 clusters Score -2.526091e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 201612 members 
Entering Unmasked Estep 
Score: -25260922.000000 Penalty: 6087.471680
	Iteration 95Q: 3 clusters Score -2.526092e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 201789 members 
Entering Unmasked Estep 
Score: -25260924.000000 Penalty: 6087.471680
	Iteration 96Q: 3 clusters Score -2.526092e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 201954 members 
Entering Unmasked Estep 
Score: -25260886.000000 Penalty: 6087.471680
	Iteration 97Q: 3 clusters Score -2.526089e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 202106 members 
Entering Unmasked Estep 
Score: -25260884.000000 Penalty: 6087.471680
	Iteration 98Q: 3 clusters Score -2.526088e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 202240 members 
Entering Unmasked Estep 
Score: -25260862.000000 Penalty: 6087.471680
	Iteration 99Q: 3 clusters Score -2.526086e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 202377 members 
Entering Unmasked Estep 
Score: -25260826.000000 Penalty: 6087.471680
	Iteration 100F: 3 clusters Score -2.526083e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 202506 members 
Entering Unmasked Estep 
Score: -25260846.000000 Penalty: 6087.471680
	Iteration 101Q: 3 clusters Score -2.526085e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 202644 members 
Entering Unmasked Estep 
Score: -25260834.000000 Penalty: 6087.471680
	Iteration 102Q: 3 clusters Score -2.526083e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 202782 members 
Entering Unmasked Estep 
Score: -25260840.000000 Penalty: 6087.471680
	Iteration 103Q: 3 clusters Score -2.526084e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 202896 members 
Entering Unmasked Estep 
Score: -25260816.000000 Penalty: 6087.471680
	Iteration 104Q: 3 clusters Score -2.526082e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 203010 members 
Entering Unmasked Estep 
Score: -25260840.000000 Penalty: 6087.471680
	Iteration 105Q: 3 clusters Score -2.526084e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 203137 members 
Entering Unmasked Estep 
Score: -25260850.000000 Penalty: 6087.471680
	Iteration 106Q: 3 clusters Score -2.526085e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 203266 members 
Entering Unmasked Estep 
Score: -25260882.000000 Penalty: 6087.471680
	Iteration 107Q: 3 clusters Score -2.526088e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 203396 members 
Entering Unmasked Estep 
Score: -25260852.000000 Penalty: 6087.471680
	Iteration 108Q: 3 clusters Score -2.526085e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 203524 members 
Entering Unmasked Estep 
Score: -25260808.000000 Penalty: 6087.471680
	Iteration 109Q: 3 clusters Score -2.526081e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 203645 members 
Entering Unmasked Estep 
Score: -25260840.000000 Penalty: 6087.471680
	Iteration 110Q: 3 clusters Score -2.526084e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 203771 members 
Entering Unmasked Estep 
Score: -25260820.000000 Penalty: 6087.471680
	Iteration 111Q: 3 clusters Score -2.526082e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 203899 members 
Entering Unmasked Estep 
Score: -25260772.000000 Penalty: 6087.471680
	Iteration 112Q: 3 clusters Score -2.526077e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 204027 members 
Entering Unmasked Estep 
Score: -25260810.000000 Penalty: 6087.471680
	Iteration 113Q: 3 clusters Score -2.526081e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 204137 members 
Entering Unmasked Estep 
Score: -25260822.000000 Penalty: 6087.471680
	Iteration 114Q: 3 clusters Score -2.526082e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 204241 members 
Entering Unmasked Estep 
Score: -25260818.000000 Penalty: 6087.471680
	Iteration 115Q: 3 clusters Score -2.526082e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 204339 members 
Entering Unmasked Estep 
Score: -25260802.000000 Penalty: 6087.471680
	Iteration 116Q: 3 clusters Score -2.52608e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 204451 members 
Entering Unmasked Estep 
Score: -25260768.000000 Penalty: 6087.471680
	Iteration 117Q: 3 clusters Score -2.526077e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 204543 members 
Entering Unmasked Estep 
Score: -25260830.000000 Penalty: 6087.471680
	Iteration 118Q: 3 clusters Score -2.526083e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 204637 members 
Entering Unmasked Estep 
Score: -25260818.000000 Penalty: 6087.471680
	Iteration 119Q: 3 clusters Score -2.526082e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 204719 members 
Entering Unmasked Estep 
Score: -25260808.000000 Penalty: 6087.471680
	Iteration 120F: 3 clusters Score -2.526081e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 204790 members 
Entering Unmasked Estep 
Score: -25260814.000000 Penalty: 6087.471680
	Iteration 121Q: 3 clusters Score -2.526081e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 204857 members 
Entering Unmasked Estep 
Score: -25260846.000000 Penalty: 6087.471680
	Iteration 122Q: 3 clusters Score -2.526085e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 204906 members 
Entering Unmasked Estep 
Score: -25260834.000000 Penalty: 6087.471680
	Iteration 123Q: 3 clusters Score -2.526083e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 204964 members 
Entering Unmasked Estep 
Score: -25260860.000000 Penalty: 6087.471680
	Iteration 124Q: 3 clusters Score -2.526086e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 205018 members 
Entering Unmasked Estep 
Score: -25260850.000000 Penalty: 6087.471680
	Iteration 125Q: 3 clusters Score -2.526085e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 205068 members 
Entering Unmasked Estep 
Score: -25260854.000000 Penalty: 6087.471680
	Iteration 126Q: 3 clusters Score -2.526085e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 205104 members 
Entering Unmasked Estep 
Score: -25260818.000000 Penalty: 6087.471680
	Iteration 127Q: 3 clusters Score -2.526082e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 205140 members 
Entering Unmasked Estep 
Score: -25260806.000000 Penalty: 6087.471680
	Iteration 128Q: 3 clusters Score -2.526081e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 205173 members 
Entering Unmasked Estep 
Score: -25260806.000000 Penalty: 6087.471680
	Iteration 129Q: 3 clusters Score -2.526081e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 205201 members 
Entering Unmasked Estep 
Score: -25260802.000000 Penalty: 6087.471680
	Iteration 130Q: 3 clusters Score -2.52608e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 205237 members 
Entering Unmasked Estep 
Score: -25260818.000000 Penalty: 6087.471680
	Iteration 131Q: 3 clusters Score -2.526082e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 205273 members 
Entering Unmasked Estep 
Score: -25260778.000000 Penalty: 6087.471680
	Iteration 132Q: 3 clusters Score -2.526078e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 205303 members 
Entering Unmasked Estep 
Score: -25260772.000000 Penalty: 6087.471680
	Iteration 133Q: 3 clusters Score -2.526077e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 205330 members 
Entering Unmasked Estep 
Score: -25260766.000000 Penalty: 6087.471680
	Iteration 134Q: 3 clusters Score -2.526077e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 205364 members 
Entering Unmasked Estep 
Score: -25260744.000000 Penalty: 6087.471680
	Iteration 135Q: 3 clusters Score -2.526074e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 205389 members 
Entering Unmasked Estep 
Score: -25260792.000000 Penalty: 6087.471680
	Iteration 136Q: 3 clusters Score -2.526079e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 205416 members 
Entering Unmasked Estep 
Score: -25260780.000000 Penalty: 6087.471680
	Iteration 137Q: 3 clusters Score -2.526078e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 205446 members 
Entering Unmasked Estep 
Score: -25260768.000000 Penalty: 6087.471680
	Iteration 138Q: 3 clusters Score -2.526077e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 205467 members 
Entering Unmasked Estep 
Score: -25260768.000000 Penalty: 6087.471680
	Iteration 139Q: 3 clusters Score -2.526077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 205486 members 
Entering Unmasked Estep 
Score: -25260774.000000 Penalty: 6087.471680
	Iteration 140F: 3 clusters Score -2.526077e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 205508 members 
Entering Unmasked Estep 
Score: -25260762.000000 Penalty: 6087.471680
	Iteration 141Q: 3 clusters Score -2.526076e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8348 members 
Mstep: Class 2 contains 205523 members 
Entering Unmasked Estep 
Score: -25260728.000000 Penalty: 6087.471680
	Iteration 142Q: 3 clusters Score -2.526073e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 205536 members 
Entering Unmasked Estep 
Score: -25260748.000000 Penalty: 6087.471680
	Iteration 143Q: 3 clusters Score -2.526075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 205551 members 
Entering Unmasked Estep 
Score: -25260746.000000 Penalty: 6087.471680
	Iteration 144Q: 3 clusters Score -2.526075e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 205570 members 
Entering Unmasked Estep 
Score: -25260752.000000 Penalty: 6087.471680
	Iteration 145Q: 3 clusters Score -2.526075e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 205592 members 
Entering Unmasked Estep 
Score: -25260776.000000 Penalty: 6087.471680
	Iteration 146Q: 3 clusters Score -2.526078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 205605 members 
Entering Unmasked Estep 
Score: -25260776.000000 Penalty: 6087.471680
	Iteration 147Q: 3 clusters Score -2.526078e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 205618 members 
Entering Unmasked Estep 
Score: -25260778.000000 Penalty: 6087.471680
	Iteration 148Q: 3 clusters Score -2.526078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 205634 members 
Entering Unmasked Estep 
Score: -25260768.000000 Penalty: 6087.471680
	Iteration 149Q: 3 clusters Score -2.526077e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 205642 members 
Entering Unmasked Estep 
Score: -25260768.000000 Penalty: 6087.471680
	Iteration 150Q: 3 clusters Score -2.526077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 205648 members 
Entering Unmasked Estep 
Score: -25260758.000000 Penalty: 6087.471680
	Iteration 151Q: 3 clusters Score -2.526076e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 205654 members 
Entering Unmasked Estep 
Score: -25260756.000000 Penalty: 6087.471680
	Iteration 152Q: 3 clusters Score -2.526076e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 205658 members 
Entering Unmasked Estep 
Score: -25260760.000000 Penalty: 6087.471680
	Iteration 153Q: 3 clusters Score -2.526076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 205661 members 
Entering Unmasked Estep 
Score: -25260760.000000 Penalty: 6087.471680
	Iteration 154Q: 3 clusters Score -2.526076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 205663 members 
Entering Unmasked Estep 
Score: -25260764.000000 Penalty: 6087.471680
	Iteration 155Q: 3 clusters Score -2.526076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 205666 members 
Entering Unmasked Estep 
Score: -25260768.000000 Penalty: 6087.471680
	Iteration 156Q: 3 clusters Score -2.526077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 205669 members 
Entering Unmasked Estep 
Score: -25260780.000000 Penalty: 6087.471680
	Iteration 157Q: 3 clusters Score -2.526078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 205671 members 
Entering Unmasked Estep 
Score: -25260774.000000 Penalty: 6087.471680
	Iteration 158Q: 3 clusters Score -2.526077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 205673 members 
Entering Unmasked Estep 
Score: -25260776.000000 Penalty: 6087.471680
	Iteration 159Q: 3 clusters Score -2.526078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8197 members 
Mstep: Class 2 contains 205674 members 
Entering Unmasked Estep 
Score: -25260774.000000 Penalty: 6087.471680
	Iteration 160F: 3 clusters Score -2.526077e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 205673 members 
Entering Unmasked Estep 
Score: -25260778.000000 Penalty: 6087.471680
	Iteration 161Q: 3 clusters Score -2.526078e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 205673 members 
Entering Unmasked Estep 
Score: -25260784.000000 Penalty: 6087.471680
	Iteration 162Q: 3 clusters Score -2.526078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 205673 members 
Entering Unmasked Estep 
Score: -25260784.000000 Penalty: 6087.471680
	Iteration 163F: 3 clusters Score -2.526078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Entering Unmasked Estep 
Score: -1794799.625000 Penalty: 2405.955078
	Iteration 0F: 2 clusters Score -1794800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1783038.875000 Penalty: 4811.910156
	Iteration 0F: 3 clusters Score -1783039 nChanged 7098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -1787154.625000 Penalty: 4811.910156
	Iteration 1F: 3 clusters Score -1787155 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1787600.250000 Penalty: 4811.910156
	Iteration 2F: 3 clusters Score -1787600 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -1787917.875000 Penalty: 4811.910156
	Iteration 3F: 3 clusters Score -1787918 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1788163.750000 Penalty: 4811.910156
	Iteration 4Q: 3 clusters Score -1788164 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -1788400.875000 Penalty: 4811.910156
	Iteration 5Q: 3 clusters Score -1788401 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -1788651.250000 Penalty: 4811.910156
	Iteration 6Q: 3 clusters Score -1788651 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1788916.250000 Penalty: 4811.910156
	Iteration 7Q: 3 clusters Score -1788916 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -1789221.125000 Penalty: 4811.910156
	Iteration 8Q: 3 clusters Score -1789221 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1789519.500000 Penalty: 4811.910156
	Iteration 9Q: 3 clusters Score -1789520 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1789767.750000 Penalty: 4811.910156
	Iteration 10Q: 3 clusters Score -1789768 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1789975.250000 Penalty: 4811.910156
	Iteration 11Q: 3 clusters Score -1789975 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1790169.500000 Penalty: 4811.910156
	Iteration 12Q: 3 clusters Score -1790170 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1790337.625000 Penalty: 4811.910156
	Iteration 13Q: 3 clusters Score -1790338 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1790468.125000 Penalty: 4811.910156
	Iteration 14Q: 3 clusters Score -1790468 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1790558.875000 Penalty: 4811.910156
	Iteration 15Q: 3 clusters Score -1790559 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -1790612.500000 Penalty: 4811.910156
	Iteration 16Q: 3 clusters Score -1790612 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1790655.000000 Penalty: 4811.910156
	Iteration 17Q: 3 clusters Score -1790655 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1790674.625000 Penalty: 4811.910156
	Iteration 18Q: 3 clusters Score -1790675 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1790698.375000 Penalty: 4811.910156
	Iteration 19Q: 3 clusters Score -1790698 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1790717.625000 Penalty: 4811.910156
	Iteration 20F: 3 clusters Score -1790718 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1790735.375000 Penalty: 4811.910156
	Iteration 21Q: 3 clusters Score -1790735 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1790758.000000 Penalty: 4811.910156
	Iteration 22Q: 3 clusters Score -1790758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1790775.000000 Penalty: 4811.910156
	Iteration 23Q: 3 clusters Score -1790775 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1790786.125000 Penalty: 4811.910156
	Iteration 24Q: 3 clusters Score -1790786 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1790801.875000 Penalty: 4811.910156
	Iteration 25Q: 3 clusters Score -1790802 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10767 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1790814.500000 Penalty: 4811.910156
	Iteration 26Q: 3 clusters Score -1790814 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1790830.500000 Penalty: 4811.910156
	Iteration 27Q: 3 clusters Score -1790830 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1790849.500000 Penalty: 4811.910156
	Iteration 28Q: 3 clusters Score -1790850 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1790863.625000 Penalty: 4811.910156
	Iteration 29Q: 3 clusters Score -1790864 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1790881.750000 Penalty: 4811.910156
	Iteration 30Q: 3 clusters Score -1790882 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1790902.500000 Penalty: 4811.910156
	Iteration 31Q: 3 clusters Score -1790902 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1790925.375000 Penalty: 4811.910156
	Iteration 32Q: 3 clusters Score -1790925 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1790960.750000 Penalty: 4811.910156
	Iteration 33Q: 3 clusters Score -1790961 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1790996.500000 Penalty: 4811.910156
	Iteration 34Q: 3 clusters Score -1790996 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1791035.500000 Penalty: 4811.910156
	Iteration 35Q: 3 clusters Score -1791036 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1791080.500000 Penalty: 4811.910156
	Iteration 36Q: 3 clusters Score -1791080 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1791129.250000 Penalty: 4811.910156
	Iteration 37Q: 3 clusters Score -1791129 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1791179.750000 Penalty: 4811.910156
	Iteration 38Q: 3 clusters Score -1791180 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1791219.500000 Penalty: 4811.910156
	Iteration 39Q: 3 clusters Score -1791220 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1791251.375000 Penalty: 4811.910156
	Iteration 40F: 3 clusters Score -1791251 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1791291.500000 Penalty: 4811.910156
	Iteration 41Q: 3 clusters Score -1791292 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1791322.000000 Penalty: 4811.910156
	Iteration 42Q: 3 clusters Score -1791322 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1791357.250000 Penalty: 4811.910156
	Iteration 43Q: 3 clusters Score -1791357 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1791384.750000 Penalty: 4811.910156
	Iteration 44Q: 3 clusters Score -1791385 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1791415.375000 Penalty: 4811.910156
	Iteration 45Q: 3 clusters Score -1791415 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1791440.125000 Penalty: 4811.910156
	Iteration 46Q: 3 clusters Score -1791440 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1791476.500000 Penalty: 4811.910156
	Iteration 47Q: 3 clusters Score -1791476 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1791509.125000 Penalty: 4811.910156
	Iteration 48Q: 3 clusters Score -1791509 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1791549.000000 Penalty: 4811.910156
	Iteration 49Q: 3 clusters Score -1791549 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -1791588.875000 Penalty: 4811.910156
	Iteration 50Q: 3 clusters Score -1791589 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1791629.250000 Penalty: 4811.910156
	Iteration 51Q: 3 clusters Score -1791629 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1791672.250000 Penalty: 4811.910156
	Iteration 52Q: 3 clusters Score -1791672 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13733 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1791725.750000 Penalty: 4811.910156
	Iteration 53Q: 3 clusters Score -1791726 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1791773.625000 Penalty: 4811.910156
	Iteration 54Q: 3 clusters Score -1791774 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1791829.000000 Penalty: 4811.910156
	Iteration 55Q: 3 clusters Score -1791829 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1791889.250000 Penalty: 4811.910156
	Iteration 56Q: 3 clusters Score -1791889 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1791945.875000 Penalty: 4811.910156
	Iteration 57Q: 3 clusters Score -1791946 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14402 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -1792008.625000 Penalty: 4811.910156
	Iteration 58Q: 3 clusters Score -1792009 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14545 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1792079.250000 Penalty: 4811.910156
	Iteration 59Q: 3 clusters Score -1792079 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1792132.500000 Penalty: 4811.910156
	Iteration 60F: 3 clusters Score -1792132 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1792188.375000 Penalty: 4811.910156
	Iteration 61Q: 3 clusters Score -1792188 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1792252.125000 Penalty: 4811.910156
	Iteration 62Q: 3 clusters Score -1792252 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1792320.250000 Penalty: 4811.910156
	Iteration 63Q: 3 clusters Score -1792320 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1792370.125000 Penalty: 4811.910156
	Iteration 64Q: 3 clusters Score -1792370 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1792425.875000 Penalty: 4811.910156
	Iteration 65Q: 3 clusters Score -1792426 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1792474.000000 Penalty: 4811.910156
	Iteration 66Q: 3 clusters Score -1792474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1792521.000000 Penalty: 4811.910156
	Iteration 67Q: 3 clusters Score -1792521 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1792576.375000 Penalty: 4811.910156
	Iteration 68Q: 3 clusters Score -1792576 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1792608.000000 Penalty: 4811.910156
	Iteration 69Q: 3 clusters Score -1792608 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1792630.750000 Penalty: 4811.910156
	Iteration 70Q: 3 clusters Score -1792631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1792645.875000 Penalty: 4811.910156
	Iteration 71Q: 3 clusters Score -1792646 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1792662.000000 Penalty: 4811.910156
	Iteration 72Q: 3 clusters Score -1792662 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1792678.000000 Penalty: 4811.910156
	Iteration 73Q: 3 clusters Score -1792678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1792690.375000 Penalty: 4811.910156
	Iteration 74Q: 3 clusters Score -1792690 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1792699.750000 Penalty: 4811.910156
	Iteration 75Q: 3 clusters Score -1792700 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1792707.125000 Penalty: 4811.910156
	Iteration 76Q: 3 clusters Score -1792707 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -1792712.250000 Penalty: 4811.910156
	Iteration 77Q: 3 clusters Score -1792712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1792726.125000 Penalty: 4811.910156
	Iteration 78Q: 3 clusters Score -1792726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1792728.000000 Penalty: 4811.910156
	Iteration 79Q: 3 clusters Score -1792728 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1792728.750000 Penalty: 4811.910156
	Iteration 80F: 3 clusters Score -1792729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1792730.500000 Penalty: 4811.910156
	Iteration 81Q: 3 clusters Score -1792730 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15683 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1792730.500000 Penalty: 4811.910156
	Iteration 82F: 3 clusters Score -1792730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (38397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38397 members 
Entering Unmasked Estep 
Score: -4556380.000000 Penalty: 2617.822266
	Iteration 0F: 2 clusters Score -4556380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -4530334.500000 Penalty: 5235.644531
	Iteration 0F: 3 clusters Score -4530334 nChanged 17533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -4539829.000000 Penalty: 5235.644531
	Iteration 1F: 3 clusters Score -4539829 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -4540369.000000 Penalty: 5235.644531
	Iteration 2Q: 3 clusters Score -4540369 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -4540927.500000 Penalty: 5235.644531
	Iteration 3Q: 3 clusters Score -4540928 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -4541526.000000 Penalty: 5235.644531
	Iteration 4Q: 3 clusters Score -4541526 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -4542284.500000 Penalty: 5235.644531
	Iteration 5Q: 3 clusters Score -4542284 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -4543262.000000 Penalty: 5235.644531
	Iteration 6Q: 3 clusters Score -4543262 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 26484 members 
Entering Unmasked Estep 
Score: -4544625.000000 Penalty: 5235.644531
	Iteration 7F: 3 clusters Score -4544625 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -4546302.500000 Penalty: 5235.644531
	Iteration 8F: 3 clusters Score -4546302 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 30800 members 
Entering Unmasked Estep 
Score: -4548184.000000 Penalty: 5235.644531
	Iteration 9F: 3 clusters Score -4548184 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -4549979.500000 Penalty: 5235.644531
	Iteration 10F: 3 clusters Score -4549980 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 34611 members 
Entering Unmasked Estep 
Score: -4551479.500000 Penalty: 5235.644531
	Iteration 11Q: 3 clusters Score -4551480 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -4552443.000000 Penalty: 5235.644531
	Iteration 12Q: 3 clusters Score -4552443 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 36620 members 
Entering Unmasked Estep 
Score: -4553068.500000 Penalty: 5235.644531
	Iteration 13Q: 3 clusters Score -4553068 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 37078 members 
Entering Unmasked Estep 
Score: -4553414.500000 Penalty: 5235.644531
	Iteration 14Q: 3 clusters Score -4553414 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -4553635.500000 Penalty: 5235.644531
	Iteration 15Q: 3 clusters Score -4553636 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -4553796.000000 Penalty: 5235.644531
	Iteration 16Q: 3 clusters Score -4553796 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 37638 members 
Entering Unmasked Estep 
Score: -4553909.500000 Penalty: 5235.644531
	Iteration 17Q: 3 clusters Score -4553910 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 37715 members 
Entering Unmasked Estep 
Score: -4553974.000000 Penalty: 5235.644531
	Iteration 18Q: 3 clusters Score -4553974 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 37755 members 
Entering Unmasked Estep 
Score: -4554027.000000 Penalty: 5235.644531
	Iteration 19Q: 3 clusters Score -4554027 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 37801 members 
Entering Unmasked Estep 
Score: -4554058.500000 Penalty: 5235.644531
	Iteration 20F: 3 clusters Score -4554058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -4554084.500000 Penalty: 5235.644531
	Iteration 21Q: 3 clusters Score -4554084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 37847 members 
Entering Unmasked Estep 
Score: -4554125.000000 Penalty: 5235.644531
	Iteration 22Q: 3 clusters Score -4554125 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37867 members 
Entering Unmasked Estep 
Score: -4554144.000000 Penalty: 5235.644531
	Iteration 23Q: 3 clusters Score -4554144 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
Score: -4554157.000000 Penalty: 5235.644531
	Iteration 24Q: 3 clusters Score -4554157 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 37897 members 
Entering Unmasked Estep 
Score: -4554166.500000 Penalty: 5235.644531
	Iteration 25Q: 3 clusters Score -4554166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37900 members 
Entering Unmasked Estep 
Score: -4554171.500000 Penalty: 5235.644531
	Iteration 26Q: 3 clusters Score -4554172 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 37906 members 
Entering Unmasked Estep 
Score: -4554183.500000 Penalty: 5235.644531
	Iteration 27Q: 3 clusters Score -4554184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 37914 members 
Entering Unmasked Estep 
Score: -4554189.000000 Penalty: 5235.644531
	Iteration 28Q: 3 clusters Score -4554189 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -4554200.000000 Penalty: 5235.644531
	Iteration 29Q: 3 clusters Score -4554200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -4554197.000000 Penalty: 5235.644531
	Iteration 30Q: 3 clusters Score -4554197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 37927 members 
Entering Unmasked Estep 
Score: -4554201.000000 Penalty: 5235.644531
	Iteration 31Q: 3 clusters Score -4554201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4554208.000000 Penalty: 5235.644531
	Iteration 32Q: 3 clusters Score -4554208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -4554206.500000 Penalty: 5235.644531
	Iteration 33Q: 3 clusters Score -4554206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -4554210.000000 Penalty: 5235.644531
	Iteration 34Q: 3 clusters Score -4554210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4554208.500000 Penalty: 5235.644531
	Iteration 35Q: 3 clusters Score -4554208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 37935 members 
Entering Unmasked Estep 
Score: -4554215.000000 Penalty: 5235.644531
	Iteration 36Q: 3 clusters Score -4554215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 37936 members 
Entering Unmasked Estep 
Score: -4554217.500000 Penalty: 5235.644531
	Iteration 37Q: 3 clusters Score -4554218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -4554218.000000 Penalty: 5235.644531
	Iteration 38Q: 3 clusters Score -4554218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 37937 members 
Entering Unmasked Estep 
Score: -4554218.000000 Penalty: 5235.644531
	Iteration 39F: 3 clusters Score -4554218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (29783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29783 members 
Entering Unmasked Estep 
Score: -3554783.000000 Penalty: 2554.819824
	Iteration 0F: 2 clusters Score -3554783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 14865 members 
Entering Unmasked Estep 
Score: -3534250.000000 Penalty: 5109.639648
	Iteration 0F: 3 clusters Score -3534250 nChanged 13540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -3541587.750000 Penalty: 5109.639648
	Iteration 1F: 3 clusters Score -3541588 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -3542003.000000 Penalty: 5109.639648
	Iteration 2Q: 3 clusters Score -3542003 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -3542399.000000 Penalty: 5109.639648
	Iteration 3Q: 3 clusters Score -3542399 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -3542759.500000 Penalty: 5109.639648
	Iteration 4Q: 3 clusters Score -3542760 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -3543174.750000 Penalty: 5109.639648
	Iteration 5Q: 3 clusters Score -3543175 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 13268 members 
Entering Unmasked Estep 
Score: -3543762.000000 Penalty: 5109.639648
	Iteration 6Q: 3 clusters Score -3543762 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3544536.500000 Penalty: 5109.639648
	Iteration 7Q: 3 clusters Score -3544536 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -3545683.250000 Penalty: 5109.639648
	Iteration 8F: 3 clusters Score -3545683 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -3547145.250000 Penalty: 5109.639648
	Iteration 9F: 3 clusters Score -3547145 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -3548702.000000 Penalty: 5109.639648
	Iteration 10F: 3 clusters Score -3548702 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -3549918.500000 Penalty: 5109.639648
	Iteration 11F: 3 clusters Score -3549918 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -3550621.000000 Penalty: 5109.639648
	Iteration 12Q: 3 clusters Score -3550621 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -3551024.250000 Penalty: 5109.639648
	Iteration 13Q: 3 clusters Score -3551024 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3551245.250000 Penalty: 5109.639648
	Iteration 14Q: 3 clusters Score -3551245 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -3551423.250000 Penalty: 5109.639648
	Iteration 15Q: 3 clusters Score -3551423 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -3551600.750000 Penalty: 5109.639648
	Iteration 16Q: 3 clusters Score -3551601 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -3551742.500000 Penalty: 5109.639648
	Iteration 17Q: 3 clusters Score -3551742 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -3551901.250000 Penalty: 5109.639648
	Iteration 18Q: 3 clusters Score -3551901 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -3552020.500000 Penalty: 5109.639648
	Iteration 19Q: 3 clusters Score -3552020 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -3552155.000000 Penalty: 5109.639648
	Iteration 20F: 3 clusters Score -3552155 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -3552285.000000 Penalty: 5109.639648
	Iteration 21Q: 3 clusters Score -3552285 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -3552389.250000 Penalty: 5109.639648
	Iteration 22Q: 3 clusters Score -3552389 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25186 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -3552532.500000 Penalty: 5109.639648
	Iteration 23Q: 3 clusters Score -3552532 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -3552664.750000 Penalty: 5109.639648
	Iteration 24Q: 3 clusters Score -3552665 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -3552732.000000 Penalty: 5109.639648
	Iteration 25Q: 3 clusters Score -3552732 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -3552784.750000 Penalty: 5109.639648
	Iteration 26Q: 3 clusters Score -3552785 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -3552830.750000 Penalty: 5109.639648
	Iteration 27Q: 3 clusters Score -3552831 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -3552870.500000 Penalty: 5109.639648
	Iteration 28Q: 3 clusters Score -3552870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -3552900.250000 Penalty: 5109.639648
	Iteration 29Q: 3 clusters Score -3552900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -3552912.750000 Penalty: 5109.639648
	Iteration 30Q: 3 clusters Score -3552913 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3552929.500000 Penalty: 5109.639648
	Iteration 31Q: 3 clusters Score -3552930 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -3552959.750000 Penalty: 5109.639648
	Iteration 32Q: 3 clusters Score -3552960 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -3552975.500000 Penalty: 5109.639648
	Iteration 33Q: 3 clusters Score -3552976 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3552990.750000 Penalty: 5109.639648
	Iteration 34Q: 3 clusters Score -3552991 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -3552987.000000 Penalty: 5109.639648
	Iteration 35Q: 3 clusters Score -3552987 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -3552995.750000 Penalty: 5109.639648
	Iteration 36Q: 3 clusters Score -3552996 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -3552998.250000 Penalty: 5109.639648
	Iteration 37Q: 3 clusters Score -3552998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -3553013.750000 Penalty: 5109.639648
	Iteration 38Q: 3 clusters Score -3553014 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -3553025.250000 Penalty: 5109.639648
	Iteration 39Q: 3 clusters Score -3553025 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26693 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -3553024.500000 Penalty: 5109.639648
	Iteration 40F: 3 clusters Score -3553024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -3553028.500000 Penalty: 5109.639648
	Iteration 41Q: 3 clusters Score -3553028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -3553040.250000 Penalty: 5109.639648
	Iteration 42Q: 3 clusters Score -3553040 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26761 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3553046.000000 Penalty: 5109.639648
	Iteration 43Q: 3 clusters Score -3553046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26770 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3553050.000000 Penalty: 5109.639648
	Iteration 44Q: 3 clusters Score -3553050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -3553050.500000 Penalty: 5109.639648
	Iteration 45Q: 3 clusters Score -3553050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -3553046.500000 Penalty: 5109.639648
	Iteration 46Q: 3 clusters Score -3553046 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26793 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -3553042.250000 Penalty: 5109.639648
	Iteration 47Q: 3 clusters Score -3553042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3553044.500000 Penalty: 5109.639648
	Iteration 48Q: 3 clusters Score -3553044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -3553040.500000 Penalty: 5109.639648
	Iteration 49Q: 3 clusters Score -3553040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -3553039.500000 Penalty: 5109.639648
	Iteration 50Q: 3 clusters Score -3553040 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3553040.000000 Penalty: 5109.639648
	Iteration 51Q: 3 clusters Score -3553040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3553032.500000 Penalty: 5109.639648
	Iteration 52Q: 3 clusters Score -3553032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -3553035.500000 Penalty: 5109.639648
	Iteration 53Q: 3 clusters Score -3553036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26842 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -3553034.250000 Penalty: 5109.639648
	Iteration 54Q: 3 clusters Score -3553034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -3553041.250000 Penalty: 5109.639648
	Iteration 55Q: 3 clusters Score -3553041 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -3553042.250000 Penalty: 5109.639648
	Iteration 56Q: 3 clusters Score -3553042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3553039.500000 Penalty: 5109.639648
	Iteration 57Q: 3 clusters Score -3553040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3553041.000000 Penalty: 5109.639648
	Iteration 58Q: 3 clusters Score -3553041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3553046.750000 Penalty: 5109.639648
	Iteration 59Q: 3 clusters Score -3553047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -3553047.500000 Penalty: 5109.639648
	Iteration 60F: 3 clusters Score -3553048 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3553050.500000 Penalty: 5109.639648
	Iteration 61Q: 3 clusters Score -3553050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -3553049.500000 Penalty: 5109.639648
	Iteration 62Q: 3 clusters Score -3553050 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -3553050.750000 Penalty: 5109.639648
	Iteration 63Q: 3 clusters Score -3553051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3553053.750000 Penalty: 5109.639648
	Iteration 64Q: 3 clusters Score -3553054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -3553054.000000 Penalty: 5109.639648
	Iteration 65Q: 3 clusters Score -3553054 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3553050.250000 Penalty: 5109.639648
	Iteration 66Q: 3 clusters Score -3553050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26906 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -3553052.750000 Penalty: 5109.639648
	Iteration 67Q: 3 clusters Score -3553053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -3553056.750000 Penalty: 5109.639648
	Iteration 68Q: 3 clusters Score -3553057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -3553059.500000 Penalty: 5109.639648
	Iteration 69Q: 3 clusters Score -3553060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -3553058.500000 Penalty: 5109.639648
	Iteration 70Q: 3 clusters Score -3553058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -3553063.250000 Penalty: 5109.639648
	Iteration 71Q: 3 clusters Score -3553063 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -3553070.250000 Penalty: 5109.639648
	Iteration 72Q: 3 clusters Score -3553070 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -3553079.500000 Penalty: 5109.639648
	Iteration 73Q: 3 clusters Score -3553080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3553074.500000 Penalty: 5109.639648
	Iteration 74Q: 3 clusters Score -3553074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26963 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -3553076.750000 Penalty: 5109.639648
	Iteration 75Q: 3 clusters Score -3553077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26967 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -3553073.750000 Penalty: 5109.639648
	Iteration 76Q: 3 clusters Score -3553074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -3553076.000000 Penalty: 5109.639648
	Iteration 77Q: 3 clusters Score -3553076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -3553078.500000 Penalty: 5109.639648
	Iteration 78Q: 3 clusters Score -3553078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3553078.250000 Penalty: 5109.639648
	Iteration 79Q: 3 clusters Score -3553078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3553076.000000 Penalty: 5109.639648
	Iteration 80F: 3 clusters Score -3553076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -3553079.750000 Penalty: 5109.639648
	Iteration 81Q: 3 clusters Score -3553080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -3553081.750000 Penalty: 5109.639648
	Iteration 82Q: 3 clusters Score -3553082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3553079.000000 Penalty: 5109.639648
	Iteration 83Q: 3 clusters Score -3553079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -3553079.000000 Penalty: 5109.639648
	Iteration 84F: 3 clusters Score -3553079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (76079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76079 members 
Entering Unmasked Estep 
Score: -9028795.000000 Penalty: 2787.402832
	Iteration 0F: 2 clusters Score -9028795 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37810 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -8977836.000000 Penalty: 5574.805664
	Iteration 0F: 3 clusters Score -8977836 nChanged 35717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -8997947.000000 Penalty: 5574.805664
	Iteration 1F: 3 clusters Score -8997947 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 42024 members 
Entering Unmasked Estep 
Score: -8998744.000000 Penalty: 5574.805664
	Iteration 2Q: 3 clusters Score -8998744 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31716 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -8999908.000000 Penalty: 5574.805664
	Iteration 3Q: 3 clusters Score -8999908 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 47670 members 
Entering Unmasked Estep 
Score: -9001703.000000 Penalty: 5574.805664
	Iteration 4Q: 3 clusters Score -9001703 nChanged 4889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 52337 members 
Entering Unmasked Estep 
Score: -9004853.000000 Penalty: 5574.805664
	Iteration 5F: 3 clusters Score -9004853 nChanged 6038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 58261 members 
Entering Unmasked Estep 
Score: -9009789.000000 Penalty: 5574.805664
	Iteration 6F: 3 clusters Score -9009789 nChanged 6576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 64749 members 
Entering Unmasked Estep 
Score: -9016048.000000 Penalty: 5574.805664
	Iteration 7F: 3 clusters Score -9016048 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 70028 members 
Entering Unmasked Estep 
Score: -9021333.000000 Penalty: 5574.805664
	Iteration 8F: 3 clusters Score -9021333 nChanged 3035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 73015 members 
Entering Unmasked Estep 
Score: -9024176.000000 Penalty: 5574.805664
	Iteration 9Q: 3 clusters Score -9024176 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 74401 members 
Entering Unmasked Estep 
Score: -9025526.000000 Penalty: 5574.805664
	Iteration 10Q: 3 clusters Score -9025526 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 74938 members 
Entering Unmasked Estep 
Score: -9026029.000000 Penalty: 5574.805664
	Iteration 11Q: 3 clusters Score -9026029 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 75146 members 
Entering Unmasked Estep 
Score: -9026236.000000 Penalty: 5574.805664
	Iteration 12Q: 3 clusters Score -9026236 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 75240 members 
Entering Unmasked Estep 
Score: -9026346.000000 Penalty: 5574.805664
	Iteration 13Q: 3 clusters Score -9026346 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 75292 members 
Entering Unmasked Estep 
Score: -9026412.000000 Penalty: 5574.805664
	Iteration 14Q: 3 clusters Score -9026412 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -9026460.000000 Penalty: 5574.805664
	Iteration 15Q: 3 clusters Score -9026460 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 75324 members 
Entering Unmasked Estep 
Score: -9026498.000000 Penalty: 5574.805664
	Iteration 16Q: 3 clusters Score -9026498 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 75343 members 
Entering Unmasked Estep 
Score: -9026515.000000 Penalty: 5574.805664
	Iteration 17Q: 3 clusters Score -9026515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 75352 members 
Entering Unmasked Estep 
Score: -9026533.000000 Penalty: 5574.805664
	Iteration 18Q: 3 clusters Score -9026533 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 75352 members 
Entering Unmasked Estep 
Score: -9026539.000000 Penalty: 5574.805664
	Iteration 19Q: 3 clusters Score -9026539 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 75365 members 
Entering Unmasked Estep 
Score: -9026560.000000 Penalty: 5574.805664
	Iteration 20F: 3 clusters Score -9026560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 75375 members 
Entering Unmasked Estep 
Score: -9026579.000000 Penalty: 5574.805664
	Iteration 21Q: 3 clusters Score -9026579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -9026594.000000 Penalty: 5574.805664
	Iteration 22Q: 3 clusters Score -9026594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 75384 members 
Entering Unmasked Estep 
Score: -9026610.000000 Penalty: 5574.805664
	Iteration 23Q: 3 clusters Score -9026610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -9026617.000000 Penalty: 5574.805664
	Iteration 24Q: 3 clusters Score -9026617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -9026618.000000 Penalty: 5574.805664
	Iteration 25Q: 3 clusters Score -9026618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 75388 members 
Entering Unmasked Estep 
Score: -9026613.000000 Penalty: 5574.805664
	Iteration 26Q: 3 clusters Score -9026613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 75390 members 
Entering Unmasked Estep 
Score: -9026625.000000 Penalty: 5574.805664
	Iteration 27Q: 3 clusters Score -9026625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 75385 members 
Entering Unmasked Estep 
Score: -9026628.000000 Penalty: 5574.805664
	Iteration 28Q: 3 clusters Score -9026628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -9026631.000000 Penalty: 5574.805664
	Iteration 29Q: 3 clusters Score -9026631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 75382 members 
Entering Unmasked Estep 
Score: -9026636.000000 Penalty: 5574.805664
	Iteration 30Q: 3 clusters Score -9026636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -9026634.000000 Penalty: 5574.805664
	Iteration 31Q: 3 clusters Score -9026634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 75379 members 
Entering Unmasked Estep 
Score: -9026632.000000 Penalty: 5574.805664
	Iteration 32Q: 3 clusters Score -9026632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -9026632.000000 Penalty: 5574.805664
	Iteration 33Q: 3 clusters Score -9026632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 75381 members 
Entering Unmasked Estep 
Score: -9026634.000000 Penalty: 5574.805664
	Iteration 34Q: 3 clusters Score -9026634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -9026636.000000 Penalty: 5574.805664
	Iteration 35Q: 3 clusters Score -9026636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 75380 members 
Entering Unmasked Estep 
Score: -9026636.000000 Penalty: 5574.805664
	Iteration 36F: 3 clusters Score -9026636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Entering Unmasked Estep 
Score: -1317261.875000 Penalty: 2325.820801
	Iteration 0F: 2 clusters Score -1317262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1308378.000000 Penalty: 4651.641602
	Iteration 0F: 3 clusters Score -1308378 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1311089.500000 Penalty: 4651.641602
	Iteration 1F: 3 clusters Score -1311090 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1311423.625000 Penalty: 4651.641602
	Iteration 2F: 3 clusters Score -1311424 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1311661.375000 Penalty: 4651.641602
	Iteration 3Q: 3 clusters Score -1311661 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1311851.375000 Penalty: 4651.641602
	Iteration 4Q: 3 clusters Score -1311851 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1312041.000000 Penalty: 4651.641602
	Iteration 5Q: 3 clusters Score -1312041 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1312219.000000 Penalty: 4651.641602
	Iteration 6Q: 3 clusters Score -1312219 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1312448.125000 Penalty: 4651.641602
	Iteration 7Q: 3 clusters Score -1312448 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1312720.500000 Penalty: 4651.641602
	Iteration 8Q: 3 clusters Score -1312720 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -1313080.125000 Penalty: 4651.641602
	Iteration 9Q: 3 clusters Score -1313080 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1313504.500000 Penalty: 4651.641602
	Iteration 10F: 3 clusters Score -1313504 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -1313895.750000 Penalty: 4651.641602
	Iteration 11Q: 3 clusters Score -1313896 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1314262.125000 Penalty: 4651.641602
	Iteration 12Q: 3 clusters Score -1314262 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -1314593.875000 Penalty: 4651.641602
	Iteration 13Q: 3 clusters Score -1314594 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1314915.625000 Penalty: 4651.641602
	Iteration 14Q: 3 clusters Score -1314916 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1315206.500000 Penalty: 4651.641602
	Iteration 15Q: 3 clusters Score -1315206 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1315422.875000 Penalty: 4651.641602
	Iteration 16Q: 3 clusters Score -1315423 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1315558.625000 Penalty: 4651.641602
	Iteration 17Q: 3 clusters Score -1315559 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -1315661.625000 Penalty: 4651.641602
	Iteration 18Q: 3 clusters Score -1315662 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1315729.375000 Penalty: 4651.641602
	Iteration 19Q: 3 clusters Score -1315729 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -1315784.125000 Penalty: 4651.641602
	Iteration 20F: 3 clusters Score -1315784 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 11120 members 
Entering Unmasked Estep 
Score: -1315814.125000 Penalty: 4651.641602
	Iteration 21Q: 3 clusters Score -1315814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1315840.375000 Penalty: 4651.641602
	Iteration 22Q: 3 clusters Score -1315840 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -1315862.500000 Penalty: 4651.641602
	Iteration 23Q: 3 clusters Score -1315862 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -1315886.000000 Penalty: 4651.641602
	Iteration 24Q: 3 clusters Score -1315886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1315897.750000 Penalty: 4651.641602
	Iteration 25Q: 3 clusters Score -1315898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1315905.750000 Penalty: 4651.641602
	Iteration 26Q: 3 clusters Score -1315906 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -1315912.250000 Penalty: 4651.641602
	Iteration 27Q: 3 clusters Score -1315912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -1315920.125000 Penalty: 4651.641602
	Iteration 28Q: 3 clusters Score -1315920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1315928.750000 Penalty: 4651.641602
	Iteration 29Q: 3 clusters Score -1315929 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1315936.250000 Penalty: 4651.641602
	Iteration 30Q: 3 clusters Score -1315936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1315938.000000 Penalty: 4651.641602
	Iteration 31Q: 3 clusters Score -1315938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -1315939.500000 Penalty: 4651.641602
	Iteration 32Q: 3 clusters Score -1315940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1315941.250000 Penalty: 4651.641602
	Iteration 33Q: 3 clusters Score -1315941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1315944.125000 Penalty: 4651.641602
	Iteration 34Q: 3 clusters Score -1315944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1315946.750000 Penalty: 4651.641602
	Iteration 35Q: 3 clusters Score -1315947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -1315946.750000 Penalty: 4651.641602
	Iteration 36F: 3 clusters Score -1315947 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (317183 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317183 members 
Entering Unmasked Estep 
Score: -37230916.000000 Penalty: 3141.474121
	Iteration 0F: 2 clusters Score -3.723092e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158537 members 
Mstep: Class 2 contains 158646 members 
Entering Unmasked Estep 
Score: -37041944.000000 Penalty: 6282.948242
	Iteration 0F: 3 clusters Score -3.704194e+07 nChanged 153807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156590 members 
Mstep: Class 2 contains 160593 members 
Entering Unmasked Estep 
Score: -37133076.000000 Penalty: 6282.948242
	Iteration 1F: 3 clusters Score -3.713308e+07 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153891 members 
Mstep: Class 2 contains 163292 members 
Entering Unmasked Estep 
Score: -37135116.000000 Penalty: 6282.948242
	Iteration 2Q: 3 clusters Score -3.713512e+07 nChanged 10617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149588 members 
Mstep: Class 2 contains 167595 members 
Entering Unmasked Estep 
Score: -37138068.000000 Penalty: 6282.948242
	Iteration 3Q: 3 clusters Score -3.713807e+07 nChanged 13251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142843 members 
Mstep: Class 2 contains 174340 members 
Entering Unmasked Estep 
Score: -37143360.000000 Penalty: 6282.948242
	Iteration 4Q: 3 clusters Score -3.714336e+07 nChanged 17112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132571 members 
Mstep: Class 2 contains 184612 members 
Entering Unmasked Estep 
Score: -37152184.000000 Penalty: 6282.948242
	Iteration 5F: 3 clusters Score -3.715218e+07 nChanged 20689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118720 members 
Mstep: Class 2 contains 198463 members 
Entering Unmasked Estep 
Score: -37164584.000000 Penalty: 6282.948242
	Iteration 6F: 3 clusters Score -3.716458e+07 nChanged 22772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102090 members 
Mstep: Class 2 contains 215093 members 
Entering Unmasked Estep 
Score: -37181152.000000 Penalty: 6282.948242
	Iteration 7F: 3 clusters Score -3.718115e+07 nChanged 22043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85363 members 
Mstep: Class 2 contains 231820 members 
Entering Unmasked Estep 
Score: -37199388.000000 Penalty: 6282.948242
	Iteration 8F: 3 clusters Score -3.719939e+07 nChanged 18045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72108 members 
Mstep: Class 2 contains 245075 members 
Entering Unmasked Estep 
Score: -37215420.000000 Penalty: 6282.948242
	Iteration 9F: 3 clusters Score -3.721542e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63176 members 
Mstep: Class 2 contains 254007 members 
Entering Unmasked Estep 
Score: -37224268.000000 Penalty: 6282.948242
	Iteration 10Q: 3 clusters Score -3.722427e+07 nChanged 8134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56374 members 
Mstep: Class 2 contains 260809 members 
Entering Unmasked Estep 
Score: -37229336.000000 Penalty: 6282.948242
	Iteration 11Q: 3 clusters Score -3.722934e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50490 members 
Mstep: Class 2 contains 266693 members 
Entering Unmasked Estep 
Score: -37232880.000000 Penalty: 6282.948242
	Iteration 12Q: 3 clusters Score -3.723288e+07 nChanged 5323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45477 members 
Mstep: Class 2 contains 271706 members 
Entering Unmasked Estep 
Score: -37235840.000000 Penalty: 6282.948242
	Iteration 13Q: 3 clusters Score -3.723584e+07 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41170 members 
Mstep: Class 2 contains 276013 members 
Entering Unmasked Estep 
Score: -37238268.000000 Penalty: 6282.948242
	Iteration 14Q: 3 clusters Score -3.723827e+07 nChanged 4091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 279814 members 
Entering Unmasked Estep 
Score: -37240156.000000 Penalty: 6282.948242
	Iteration 15Q: 3 clusters Score -3.724016e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 283003 members 
Entering Unmasked Estep 
Score: -37241632.000000 Penalty: 6282.948242
	Iteration 16Q: 3 clusters Score -3.724163e+07 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31533 members 
Mstep: Class 2 contains 285650 members 
Entering Unmasked Estep 
Score: -37242496.000000 Penalty: 6282.948242
	Iteration 17Q: 3 clusters Score -3.72425e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 287930 members 
Entering Unmasked Estep 
Score: -37243188.000000 Penalty: 6282.948242
	Iteration 18Q: 3 clusters Score -3.724319e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 289933 members 
Entering Unmasked Estep 
Score: -37243616.000000 Penalty: 6282.948242
	Iteration 19Q: 3 clusters Score -3.724362e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25436 members 
Mstep: Class 2 contains 291747 members 
Entering Unmasked Estep 
Score: -37244212.000000 Penalty: 6282.948242
	Iteration 20F: 3 clusters Score -3.724421e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 293401 members 
Entering Unmasked Estep 
Score: -37244464.000000 Penalty: 6282.948242
	Iteration 21Q: 3 clusters Score -3.724446e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 294975 members 
Entering Unmasked Estep 
Score: -37244500.000000 Penalty: 6282.948242
	Iteration 22Q: 3 clusters Score -3.72445e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 296480 members 
Entering Unmasked Estep 
Score: -37244516.000000 Penalty: 6282.948242
	Iteration 23Q: 3 clusters Score -3.724452e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 297915 members 
Entering Unmasked Estep 
Score: -37244464.000000 Penalty: 6282.948242
	Iteration 24Q: 3 clusters Score -3.724446e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 299266 members 
Entering Unmasked Estep 
Score: -37243784.000000 Penalty: 6282.948242
	Iteration 25Q: 3 clusters Score -3.724378e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 300631 members 
Entering Unmasked Estep 
Score: -37243124.000000 Penalty: 6282.948242
	Iteration 26Q: 3 clusters Score -3.724312e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 301842 members 
Entering Unmasked Estep 
Score: -37242488.000000 Penalty: 6282.948242
	Iteration 27Q: 3 clusters Score -3.724249e+07 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 303066 members 
Entering Unmasked Estep 
Score: -37241560.000000 Penalty: 6282.948242
	Iteration 28Q: 3 clusters Score -3.724156e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 304272 members 
Entering Unmasked Estep 
Score: -37240708.000000 Penalty: 6282.948242
	Iteration 29Q: 3 clusters Score -3.724071e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 305481 members 
Entering Unmasked Estep 
Score: -37239804.000000 Penalty: 6282.948242
	Iteration 30Q: 3 clusters Score -3.72398e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 306587 members 
Entering Unmasked Estep 
Score: -37238840.000000 Penalty: 6282.948242
	Iteration 31Q: 3 clusters Score -3.723884e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 307613 members 
Entering Unmasked Estep 
Score: -37238012.000000 Penalty: 6282.948242
	Iteration 32Q: 3 clusters Score -3.723801e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 308555 members 
Entering Unmasked Estep 
Score: -37237048.000000 Penalty: 6282.948242
	Iteration 33Q: 3 clusters Score -3.723705e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 309508 members 
Entering Unmasked Estep 
Score: -37236132.000000 Penalty: 6282.948242
	Iteration 34Q: 3 clusters Score -3.723613e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 310467 members 
Entering Unmasked Estep 
Score: -37235368.000000 Penalty: 6282.948242
	Iteration 35Q: 3 clusters Score -3.723537e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 311355 members 
Entering Unmasked Estep 
Score: -37234636.000000 Penalty: 6282.948242
	Iteration 36Q: 3 clusters Score -3.723464e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 312175 members 
Entering Unmasked Estep 
Score: -37233864.000000 Penalty: 6282.948242
	Iteration 37Q: 3 clusters Score -3.723386e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 312881 members 
Entering Unmasked Estep 
Score: -37233124.000000 Penalty: 6282.948242
	Iteration 38Q: 3 clusters Score -3.723312e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 313493 members 
Entering Unmasked Estep 
Score: -37232580.000000 Penalty: 6282.948242
	Iteration 39Q: 3 clusters Score -3.723258e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 314042 members 
Entering Unmasked Estep 
Score: -37232036.000000 Penalty: 6282.948242
	Iteration 40F: 3 clusters Score -3.723204e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 314485 members 
Entering Unmasked Estep 
Score: -37231560.000000 Penalty: 6282.948242
	Iteration 41Q: 3 clusters Score -3.723156e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 314833 members 
Entering Unmasked Estep 
Score: -37231148.000000 Penalty: 6282.948242
	Iteration 42Q: 3 clusters Score -3.723115e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 315148 members 
Entering Unmasked Estep 
Score: -37230812.000000 Penalty: 6282.948242
	Iteration 43Q: 3 clusters Score -3.723081e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 315366 members 
Entering Unmasked Estep 
Score: -37230452.000000 Penalty: 6282.948242
	Iteration 44Q: 3 clusters Score -3.723045e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 315539 members 
Entering Unmasked Estep 
Score: -37230192.000000 Penalty: 6282.948242
	Iteration 45Q: 3 clusters Score -3.723019e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 315677 members 
Entering Unmasked Estep 
Score: -37229972.000000 Penalty: 6282.948242
	Iteration 46Q: 3 clusters Score -3.722997e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 315780 members 
Entering Unmasked Estep 
Score: -37229904.000000 Penalty: 6282.948242
	Iteration 47Q: 3 clusters Score -3.72299e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 315880 members 
Entering Unmasked Estep 
Score: -37229720.000000 Penalty: 6282.948242
	Iteration 48Q: 3 clusters Score -3.722972e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 315967 members 
Entering Unmasked Estep 
Score: -37229636.000000 Penalty: 6282.948242
	Iteration 49Q: 3 clusters Score -3.722964e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 316032 members 
Entering Unmasked Estep 
Score: -37229492.000000 Penalty: 6282.948242
	Iteration 50Q: 3 clusters Score -3.722949e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 316078 members 
Entering Unmasked Estep 
Score: -37229444.000000 Penalty: 6282.948242
	Iteration 51Q: 3 clusters Score -3.722944e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 316116 members 
Entering Unmasked Estep 
Score: -37229420.000000 Penalty: 6282.948242
	Iteration 52Q: 3 clusters Score -3.722942e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 316148 members 
Entering Unmasked Estep 
Score: -37229408.000000 Penalty: 6282.948242
	Iteration 53Q: 3 clusters Score -3.722941e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 316178 members 
Entering Unmasked Estep 
Score: -37229376.000000 Penalty: 6282.948242
	Iteration 54Q: 3 clusters Score -3.722938e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 316196 members 
Entering Unmasked Estep 
Score: -37229352.000000 Penalty: 6282.948242
	Iteration 55Q: 3 clusters Score -3.722935e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 316221 members 
Entering Unmasked Estep 
Score: -37229320.000000 Penalty: 6282.948242
	Iteration 56Q: 3 clusters Score -3.722932e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 316236 members 
Entering Unmasked Estep 
Score: -37229336.000000 Penalty: 6282.948242
	Iteration 57Q: 3 clusters Score -3.722934e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 316252 members 
Entering Unmasked Estep 
Score: -37229320.000000 Penalty: 6282.948242
	Iteration 58Q: 3 clusters Score -3.722932e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 316268 members 
Entering Unmasked Estep 
Score: -37229292.000000 Penalty: 6282.948242
	Iteration 59Q: 3 clusters Score -3.722929e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 316281 members 
Entering Unmasked Estep 
Score: -37229268.000000 Penalty: 6282.948242
	Iteration 60F: 3 clusters Score -3.722927e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 316294 members 
Entering Unmasked Estep 
Score: -37229260.000000 Penalty: 6282.948242
	Iteration 61Q: 3 clusters Score -3.722926e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 316300 members 
Entering Unmasked Estep 
Score: -37229264.000000 Penalty: 6282.948242
	Iteration 62Q: 3 clusters Score -3.722926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 316301 members 
Entering Unmasked Estep 
Score: -37229284.000000 Penalty: 6282.948242
	Iteration 63Q: 3 clusters Score -3.722928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 316304 members 
Entering Unmasked Estep 
Score: -37229284.000000 Penalty: 6282.948242
	Iteration 64Q: 3 clusters Score -3.722928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 316308 members 
Entering Unmasked Estep 
Score: -37229284.000000 Penalty: 6282.948242
	Iteration 65Q: 3 clusters Score -3.722928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 316312 members 
Entering Unmasked Estep 
Score: -37229288.000000 Penalty: 6282.948242
	Iteration 66Q: 3 clusters Score -3.722929e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 316314 members 
Entering Unmasked Estep 
Score: -37229280.000000 Penalty: 6282.948242
	Iteration 67Q: 3 clusters Score -3.722928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 316320 members 
Entering Unmasked Estep 
Score: -37229276.000000 Penalty: 6282.948242
	Iteration 68Q: 3 clusters Score -3.722928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 316326 members 
Entering Unmasked Estep 
Score: -37229264.000000 Penalty: 6282.948242
	Iteration 69Q: 3 clusters Score -3.722926e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 316329 members 
Entering Unmasked Estep 
Score: -37229268.000000 Penalty: 6282.948242
	Iteration 70Q: 3 clusters Score -3.722927e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 316336 members 
Entering Unmasked Estep 
Score: -37229248.000000 Penalty: 6282.948242
	Iteration 71Q: 3 clusters Score -3.722925e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 316340 members 
Entering Unmasked Estep 
Score: -37229244.000000 Penalty: 6282.948242
	Iteration 72Q: 3 clusters Score -3.722924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 316346 members 
Entering Unmasked Estep 
Score: -37229236.000000 Penalty: 6282.948242
	Iteration 73Q: 3 clusters Score -3.722924e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 316349 members 
Entering Unmasked Estep 
Score: -37229232.000000 Penalty: 6282.948242
	Iteration 74Q: 3 clusters Score -3.722923e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 316349 members 
Entering Unmasked Estep 
Score: -37229232.000000 Penalty: 6282.948242
	Iteration 75F: 3 clusters Score -3.722923e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9555 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Entering Unmasked Estep 
Score: -960808.562500 Penalty: 2272.875244
	Iteration 0F: 2 clusters Score -960808.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -953383.500000 Penalty: 4545.750488
	Iteration 0F: 3 clusters Score -953383.5 nChanged 3975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -955643.562500 Penalty: 4545.750488
	Iteration 1F: 3 clusters Score -955643.6 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -956066.187500 Penalty: 4545.750488
	Iteration 2F: 3 clusters Score -956066.2 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -956465.687500 Penalty: 4545.750488
	Iteration 3F: 3 clusters Score -956465.7 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -956828.125000 Penalty: 4545.750488
	Iteration 4F: 3 clusters Score -956828.1 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -957172.125000 Penalty: 4545.750488
	Iteration 5F: 3 clusters Score -957172.1 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -957487.937500 Penalty: 4545.750488
	Iteration 6Q: 3 clusters Score -957487.9 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -957784.437500 Penalty: 4545.750488
	Iteration 7Q: 3 clusters Score -957784.4 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -958066.687500 Penalty: 4545.750488
	Iteration 8Q: 3 clusters Score -958066.7 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -958293.125000 Penalty: 4545.750488
	Iteration 9Q: 3 clusters Score -958293.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -958499.375000 Penalty: 4545.750488
	Iteration 10Q: 3 clusters Score -958499.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -958658.875000 Penalty: 4545.750488
	Iteration 11Q: 3 clusters Score -958658.9 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -958799.375000 Penalty: 4545.750488
	Iteration 12Q: 3 clusters Score -958799.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -958943.562500 Penalty: 4545.750488
	Iteration 13Q: 3 clusters Score -958943.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -959089.875000 Penalty: 4545.750488
	Iteration 14Q: 3 clusters Score -959089.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -959197.250000 Penalty: 4545.750488
	Iteration 15Q: 3 clusters Score -959197.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -959276.250000 Penalty: 4545.750488
	Iteration 16Q: 3 clusters Score -959276.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -959364.125000 Penalty: 4545.750488
	Iteration 17Q: 3 clusters Score -959364.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -959431.562500 Penalty: 4545.750488
	Iteration 18Q: 3 clusters Score -959431.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -959474.937500 Penalty: 4545.750488
	Iteration 19Q: 3 clusters Score -959474.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -959512.000000 Penalty: 4545.750488
	Iteration 20F: 3 clusters Score -959512 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -959541.000000 Penalty: 4545.750488
	Iteration 21Q: 3 clusters Score -959541 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -959550.875000 Penalty: 4545.750488
	Iteration 22Q: 3 clusters Score -959550.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -959562.750000 Penalty: 4545.750488
	Iteration 23Q: 3 clusters Score -959562.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -959576.000000 Penalty: 4545.750488
	Iteration 24Q: 3 clusters Score -959576 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -959581.750000 Penalty: 4545.750488
	Iteration 25Q: 3 clusters Score -959581.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -959586.062500 Penalty: 4545.750488
	Iteration 26Q: 3 clusters Score -959586.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -959595.937500 Penalty: 4545.750488
	Iteration 27Q: 3 clusters Score -959595.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -959597.875000 Penalty: 4545.750488
	Iteration 28Q: 3 clusters Score -959597.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -959601.562500 Penalty: 4545.750488
	Iteration 29Q: 3 clusters Score -959601.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -959605.187500 Penalty: 4545.750488
	Iteration 30Q: 3 clusters Score -959605.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -959604.437500 Penalty: 4545.750488
	Iteration 31Q: 3 clusters Score -959604.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -959607.312500 Penalty: 4545.750488
	Iteration 32Q: 3 clusters Score -959607.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -959606.937500 Penalty: 4545.750488
	Iteration 33Q: 3 clusters Score -959606.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -959607.500000 Penalty: 4545.750488
	Iteration 34Q: 3 clusters Score -959607.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -959606.375000 Penalty: 4545.750488
	Iteration 35Q: 3 clusters Score -959606.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -959606.125000 Penalty: 4545.750488
	Iteration 36Q: 3 clusters Score -959606.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -959606.125000 Penalty: 4545.750488
	Iteration 37F: 3 clusters Score -959606.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Entering Unmasked Estep 
Score: -2389058.500000 Penalty: 2472.299072
	Iteration 0F: 2 clusters Score -2389058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 10627 members 
Entering Unmasked Estep 
Score: -2374102.500000 Penalty: 4944.598145
	Iteration 0F: 3 clusters Score -2374102 nChanged 9451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2379156.500000 Penalty: 4944.598145
	Iteration 1F: 3 clusters Score -2379156 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2379548.000000 Penalty: 4944.598145
	Iteration 2F: 3 clusters Score -2379548 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -2379881.750000 Penalty: 4944.598145
	Iteration 3Q: 3 clusters Score -2379882 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2380201.250000 Penalty: 4944.598145
	Iteration 4Q: 3 clusters Score -2380201 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2380612.000000 Penalty: 4944.598145
	Iteration 5Q: 3 clusters Score -2380612 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -2381035.750000 Penalty: 4944.598145
	Iteration 6Q: 3 clusters Score -2381036 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -2381509.750000 Penalty: 4944.598145
	Iteration 7Q: 3 clusters Score -2381510 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -2382006.000000 Penalty: 4944.598145
	Iteration 8Q: 3 clusters Score -2382006 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -2382589.750000 Penalty: 4944.598145
	Iteration 9Q: 3 clusters Score -2382590 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -2383159.000000 Penalty: 4944.598145
	Iteration 10Q: 3 clusters Score -2383159 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14140 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2383644.750000 Penalty: 4944.598145
	Iteration 11Q: 3 clusters Score -2383645 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -2383992.000000 Penalty: 4944.598145
	Iteration 12Q: 3 clusters Score -2383992 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2384231.500000 Penalty: 4944.598145
	Iteration 13Q: 3 clusters Score -2384232 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -2384408.000000 Penalty: 4944.598145
	Iteration 14Q: 3 clusters Score -2384408 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -2384530.000000 Penalty: 4944.598145
	Iteration 15Q: 3 clusters Score -2384530 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -2384622.500000 Penalty: 4944.598145
	Iteration 16Q: 3 clusters Score -2384622 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2384714.000000 Penalty: 4944.598145
	Iteration 17Q: 3 clusters Score -2384714 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2384794.500000 Penalty: 4944.598145
	Iteration 18Q: 3 clusters Score -2384794 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2384883.250000 Penalty: 4944.598145
	Iteration 19Q: 3 clusters Score -2384883 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -2384980.500000 Penalty: 4944.598145
	Iteration 20F: 3 clusters Score -2384980 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -2385096.000000 Penalty: 4944.598145
	Iteration 21Q: 3 clusters Score -2385096 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -2385223.750000 Penalty: 4944.598145
	Iteration 22Q: 3 clusters Score -2385224 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -2385366.750000 Penalty: 4944.598145
	Iteration 23Q: 3 clusters Score -2385367 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2385516.250000 Penalty: 4944.598145
	Iteration 24Q: 3 clusters Score -2385516 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2385651.500000 Penalty: 4944.598145
	Iteration 25Q: 3 clusters Score -2385652 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2385782.250000 Penalty: 4944.598145
	Iteration 26Q: 3 clusters Score -2385782 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2385900.500000 Penalty: 4944.598145
	Iteration 27Q: 3 clusters Score -2385900 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2386006.500000 Penalty: 4944.598145
	Iteration 28Q: 3 clusters Score -2386006 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2386122.750000 Penalty: 4944.598145
	Iteration 29Q: 3 clusters Score -2386123 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2386225.250000 Penalty: 4944.598145
	Iteration 30Q: 3 clusters Score -2386225 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2386317.000000 Penalty: 4944.598145
	Iteration 31Q: 3 clusters Score -2386317 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -2386412.000000 Penalty: 4944.598145
	Iteration 32Q: 3 clusters Score -2386412 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2386492.750000 Penalty: 4944.598145
	Iteration 33Q: 3 clusters Score -2386493 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2386571.250000 Penalty: 4944.598145
	Iteration 34Q: 3 clusters Score -2386571 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2386622.250000 Penalty: 4944.598145
	Iteration 35Q: 3 clusters Score -2386622 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2386672.750000 Penalty: 4944.598145
	Iteration 36Q: 3 clusters Score -2386673 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2386713.000000 Penalty: 4944.598145
	Iteration 37Q: 3 clusters Score -2386713 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2386767.500000 Penalty: 4944.598145
	Iteration 38Q: 3 clusters Score -2386768 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2386803.500000 Penalty: 4944.598145
	Iteration 39Q: 3 clusters Score -2386804 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2386838.250000 Penalty: 4944.598145
	Iteration 40F: 3 clusters Score -2386838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -2386856.500000 Penalty: 4944.598145
	Iteration 41Q: 3 clusters Score -2386856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20629 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -2386880.500000 Penalty: 4944.598145
	Iteration 42Q: 3 clusters Score -2386880 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2386891.250000 Penalty: 4944.598145
	Iteration 43Q: 3 clusters Score -2386891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2386910.500000 Penalty: 4944.598145
	Iteration 44Q: 3 clusters Score -2386910 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2386916.250000 Penalty: 4944.598145
	Iteration 45Q: 3 clusters Score -2386916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20708 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -2386918.750000 Penalty: 4944.598145
	Iteration 46Q: 3 clusters Score -2386919 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2386930.000000 Penalty: 4944.598145
	Iteration 47Q: 3 clusters Score -2386930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20726 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2386939.250000 Penalty: 4944.598145
	Iteration 48Q: 3 clusters Score -2386939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20731 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2386939.000000 Penalty: 4944.598145
	Iteration 49Q: 3 clusters Score -2386939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20735 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2386941.500000 Penalty: 4944.598145
	Iteration 50Q: 3 clusters Score -2386942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2386941.000000 Penalty: 4944.598145
	Iteration 51Q: 3 clusters Score -2386941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2386945.250000 Penalty: 4944.598145
	Iteration 52Q: 3 clusters Score -2386945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20740 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2386946.750000 Penalty: 4944.598145
	Iteration 53Q: 3 clusters Score -2386947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -2386951.000000 Penalty: 4944.598145
	Iteration 54Q: 3 clusters Score -2386951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2386952.500000 Penalty: 4944.598145
	Iteration 55Q: 3 clusters Score -2386952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2386950.250000 Penalty: 4944.598145
	Iteration 56Q: 3 clusters Score -2386950 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2386950.750000 Penalty: 4944.598145
	Iteration 57Q: 3 clusters Score -2386951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -2386950.750000 Penalty: 4944.598145
	Iteration 58F: 3 clusters Score -2386951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (2713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Entering Unmasked Estep 
Score: -277146.937500 Penalty: 1960.640991
	Iteration 0F: 2 clusters Score -277146.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -274249.906250 Penalty: 3921.281982
	Iteration 0F: 3 clusters Score -274249.9 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -276196.000000 Penalty: 3921.281982
	Iteration 1F: 3 clusters Score -276196 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -278817.125000 Penalty: 3921.281982
	Iteration 2F: 3 clusters Score -278817.1 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -280361.000000 Penalty: 3921.281982
	Iteration 3F: 3 clusters Score -280361 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -280914.437500 Penalty: 3921.281982
	Iteration 4F: 3 clusters Score -280914.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -281176.875000 Penalty: 3921.281982
	Iteration 5Q: 3 clusters Score -281176.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -281407.500000 Penalty: 3921.281982
	Iteration 6Q: 3 clusters Score -281407.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -281619.937500 Penalty: 3921.281982
	Iteration 7Q: 3 clusters Score -281619.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -282124.812500 Penalty: 3921.281982
	Iteration 8Q: 3 clusters Score -282124.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -282347.656250 Penalty: 3921.281982
	Iteration 9Q: 3 clusters Score -282347.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -282367.937500 Penalty: 3921.281982
	Iteration 10Q: 3 clusters Score -282367.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -282371.156250 Penalty: 3921.281982
	Iteration 11Q: 3 clusters Score -282371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -282371.156250 Penalty: 3921.281982
	Iteration 12F: 3 clusters Score -282371.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 14065 members 
Mstep: Class 3 contains 18920 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 43836 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 229139 members 
Mstep: Class 10 contains 24945 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 43911 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 213871 members 
Mstep: Class 15 contains 16341 members 
Mstep: Class 16 contains 38397 members 
Mstep: Class 17 contains 29783 members 
Mstep: Class 18 contains 76079 members 
Mstep: Class 19 contains 11829 members 
Mstep: Class 20 contains 317183 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 21353 members 
Mstep: Class 23 contains 622 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 17815 members 
Mstep: Class 26 contains 228013 members 
Mstep: Class 27 contains 387 members 
Mstep: Class 28 contains 2091 members 
Entering Unmasked Estep 
Score: -161386192.000000 Penalty: 98363.328125
Splitting cluster 23 changes total score from -161382512.000000 to -161386192.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 24 (4743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Entering Unmasked Estep 
Score: -406431.218750 Penalty: 2099.177490
	Iteration 0F: 2 clusters Score -406431.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -402139.500000 Penalty: 4198.354980
	Iteration 0F: 3 clusters Score -402139.5 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -403182.062500 Penalty: 4198.354980
	Iteration 1F: 3 clusters Score -403182.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -403441.218750 Penalty: 4198.354980
	Iteration 2F: 3 clusters Score -403441.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -403655.562500 Penalty: 4198.354980
	Iteration 3F: 3 clusters Score -403655.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -403818.625000 Penalty: 4198.354980
	Iteration 4Q: 3 clusters Score -403818.6 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -403979.812500 Penalty: 4198.354980
	Iteration 5Q: 3 clusters Score -403979.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -404112.187500 Penalty: 4198.354980
	Iteration 6Q: 3 clusters Score -404112.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -404260.875000 Penalty: 4198.354980
	Iteration 7Q: 3 clusters Score -404260.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -404407.625000 Penalty: 4198.354980
	Iteration 8Q: 3 clusters Score -404407.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -404577.500000 Penalty: 4198.354980
	Iteration 9Q: 3 clusters Score -404577.5 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -404737.781250 Penalty: 4198.354980
	Iteration 10Q: 3 clusters Score -404737.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -404867.843750 Penalty: 4198.354980
	Iteration 11Q: 3 clusters Score -404867.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -404949.875000 Penalty: 4198.354980
	Iteration 12Q: 3 clusters Score -404949.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -404994.500000 Penalty: 4198.354980
	Iteration 13Q: 3 clusters Score -404994.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -405028.187500 Penalty: 4198.354980
	Iteration 14Q: 3 clusters Score -405028.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -405054.031250 Penalty: 4198.354980
	Iteration 15Q: 3 clusters Score -405054 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -405079.468750 Penalty: 4198.354980
	Iteration 16Q: 3 clusters Score -405079.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -405095.062500 Penalty: 4198.354980
	Iteration 17Q: 3 clusters Score -405095.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -405109.000000 Penalty: 4198.354980
	Iteration 18Q: 3 clusters Score -405109 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -405117.281250 Penalty: 4198.354980
	Iteration 19Q: 3 clusters Score -405117.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -405132.718750 Penalty: 4198.354980
	Iteration 20F: 3 clusters Score -405132.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -405182.812500 Penalty: 4198.354980
	Iteration 21Q: 3 clusters Score -405182.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -405232.250000 Penalty: 4198.354980
	Iteration 22Q: 3 clusters Score -405232.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -405288.312500 Penalty: 4198.354980
	Iteration 23Q: 3 clusters Score -405288.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -405345.843750 Penalty: 4198.354980
	Iteration 24Q: 3 clusters Score -405345.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -405413.718750 Penalty: 4198.354980
	Iteration 25Q: 3 clusters Score -405413.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -405519.437500 Penalty: 4198.354980
	Iteration 26Q: 3 clusters Score -405519.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -405630.625000 Penalty: 4198.354980
	Iteration 27Q: 3 clusters Score -405630.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -405706.343750 Penalty: 4198.354980
	Iteration 28Q: 3 clusters Score -405706.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -405756.343750 Penalty: 4198.354980
	Iteration 29Q: 3 clusters Score -405756.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -405782.125000 Penalty: 4198.354980
	Iteration 30Q: 3 clusters Score -405782.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -405795.562500 Penalty: 4198.354980
	Iteration 31Q: 3 clusters Score -405795.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -405807.937500 Penalty: 4198.354980
	Iteration 32Q: 3 clusters Score -405807.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -405815.031250 Penalty: 4198.354980
	Iteration 33Q: 3 clusters Score -405815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -405822.250000 Penalty: 4198.354980
	Iteration 34Q: 3 clusters Score -405822.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -405825.968750 Penalty: 4198.354980
	Iteration 35Q: 3 clusters Score -405826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -405853.718750 Penalty: 4198.354980
	Iteration 36F: 3 clusters Score -405853.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -405869.781250 Penalty: 4198.354980
	Iteration 37Q: 3 clusters Score -405869.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -405876.250000 Penalty: 4198.354980
	Iteration 38Q: 3 clusters Score -405876.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -405885.468750 Penalty: 4198.354980
	Iteration 39Q: 3 clusters Score -405885.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -405890.750000 Penalty: 4198.354980
	Iteration 40F: 3 clusters Score -405890.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -405897.343750 Penalty: 4198.354980
	Iteration 41Q: 3 clusters Score -405897.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -405901.781250 Penalty: 4198.354980
	Iteration 42Q: 3 clusters Score -405901.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -405903.406250 Penalty: 4198.354980
	Iteration 43Q: 3 clusters Score -405903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -405905.531250 Penalty: 4198.354980
	Iteration 44Q: 3 clusters Score -405905.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -405905.593750 Penalty: 4198.354980
	Iteration 45Q: 3 clusters Score -405905.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -405906.062500 Penalty: 4198.354980
	Iteration 46Q: 3 clusters Score -405906.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -405906.062500 Penalty: 4198.354980
	Iteration 47F: 3 clusters Score -405906.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (17815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Entering Unmasked Estep 
Score: -2140617.750000 Penalty: 2427.373535
	Iteration 0F: 2 clusters Score -2140618 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8986 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -2127973.750000 Penalty: 4854.747070
	Iteration 0F: 3 clusters Score -2127974 nChanged 7751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2132167.250000 Penalty: 4854.747070
	Iteration 1F: 3 clusters Score -2132167 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -2132542.250000 Penalty: 4854.747070
	Iteration 2F: 3 clusters Score -2132542 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2132857.000000 Penalty: 4854.747070
	Iteration 3Q: 3 clusters Score -2132857 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10247 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2133188.000000 Penalty: 4854.747070
	Iteration 4Q: 3 clusters Score -2133188 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2133539.250000 Penalty: 4854.747070
	Iteration 5Q: 3 clusters Score -2133539 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2133976.750000 Penalty: 4854.747070
	Iteration 6Q: 3 clusters Score -2133977 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2134446.500000 Penalty: 4854.747070
	Iteration 7Q: 3 clusters Score -2134446 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -2135031.250000 Penalty: 4854.747070
	Iteration 8Q: 3 clusters Score -2135031 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2135618.500000 Penalty: 4854.747070
	Iteration 9Q: 3 clusters Score -2135618 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2136131.500000 Penalty: 4854.747070
	Iteration 10Q: 3 clusters Score -2136132 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -2136667.500000 Penalty: 4854.747070
	Iteration 11Q: 3 clusters Score -2136668 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2137123.000000 Penalty: 4854.747070
	Iteration 12Q: 3 clusters Score -2137123 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2137504.750000 Penalty: 4854.747070
	Iteration 13Q: 3 clusters Score -2137505 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2137775.750000 Penalty: 4854.747070
	Iteration 14Q: 3 clusters Score -2137776 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2137956.500000 Penalty: 4854.747070
	Iteration 15Q: 3 clusters Score -2137956 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2138103.250000 Penalty: 4854.747070
	Iteration 16Q: 3 clusters Score -2138103 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2138204.000000 Penalty: 4854.747070
	Iteration 17Q: 3 clusters Score -2138204 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2138286.000000 Penalty: 4854.747070
	Iteration 18Q: 3 clusters Score -2138286 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2138346.250000 Penalty: 4854.747070
	Iteration 19Q: 3 clusters Score -2138346 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -2138397.500000 Penalty: 4854.747070
	Iteration 20F: 3 clusters Score -2138398 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2138436.000000 Penalty: 4854.747070
	Iteration 21Q: 3 clusters Score -2138436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -2138466.750000 Penalty: 4854.747070
	Iteration 22Q: 3 clusters Score -2138467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2138489.750000 Penalty: 4854.747070
	Iteration 23Q: 3 clusters Score -2138490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -2138501.750000 Penalty: 4854.747070
	Iteration 24Q: 3 clusters Score -2138502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -2138508.750000 Penalty: 4854.747070
	Iteration 25Q: 3 clusters Score -2138509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2138513.750000 Penalty: 4854.747070
	Iteration 26Q: 3 clusters Score -2138514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -2138515.000000 Penalty: 4854.747070
	Iteration 27Q: 3 clusters Score -2138515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -2138518.250000 Penalty: 4854.747070
	Iteration 28Q: 3 clusters Score -2138518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2138519.750000 Penalty: 4854.747070
	Iteration 29Q: 3 clusters Score -2138520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2138519.500000 Penalty: 4854.747070
	Iteration 30Q: 3 clusters Score -2138520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2138526.750000 Penalty: 4854.747070
	Iteration 31Q: 3 clusters Score -2138527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2138526.250000 Penalty: 4854.747070
	Iteration 32Q: 3 clusters Score -2138526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2138526.750000 Penalty: 4854.747070
	Iteration 33Q: 3 clusters Score -2138527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -2138528.250000 Penalty: 4854.747070
	Iteration 34Q: 3 clusters Score -2138528 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2138529.500000 Penalty: 4854.747070
	Iteration 35Q: 3 clusters Score -2138530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2138529.000000 Penalty: 4854.747070
	Iteration 36Q: 3 clusters Score -2138529 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -2138529.500000 Penalty: 4854.747070
	Iteration 37Q: 3 clusters Score -2138530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -2138530.500000 Penalty: 4854.747070
	Iteration 38Q: 3 clusters Score -2138530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2138530.750000 Penalty: 4854.747070
	Iteration 39Q: 3 clusters Score -2138531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2138533.250000 Penalty: 4854.747070
	Iteration 40F: 3 clusters Score -2138533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2138535.000000 Penalty: 4854.747070
	Iteration 41Q: 3 clusters Score -2138535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -2138536.500000 Penalty: 4854.747070
	Iteration 42Q: 3 clusters Score -2138536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2138537.000000 Penalty: 4854.747070
	Iteration 43Q: 3 clusters Score -2138537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2138539.500000 Penalty: 4854.747070
	Iteration 44Q: 3 clusters Score -2138540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2138542.500000 Penalty: 4854.747070
	Iteration 45Q: 3 clusters Score -2138542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -2138543.000000 Penalty: 4854.747070
	Iteration 46Q: 3 clusters Score -2138543 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2138544.250000 Penalty: 4854.747070
	Iteration 47Q: 3 clusters Score -2138544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -2138544.250000 Penalty: 4854.747070
	Iteration 48F: 3 clusters Score -2138544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 14065 members 
Mstep: Class 3 contains 18920 members 
Mstep: Class 4 contains 1796 members 
Mstep: Class 5 contains 3756 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 43836 members 
Mstep: Class 8 contains 750 members 
Mstep: Class 9 contains 229139 members 
Mstep: Class 10 contains 24945 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 43911 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 213871 members 
Mstep: Class 15 contains 16341 members 
Mstep: Class 16 contains 38397 members 
Mstep: Class 17 contains 29783 members 
Mstep: Class 18 contains 76079 members 
Mstep: Class 19 contains 11829 members 
Mstep: Class 20 contains 317183 members 
Mstep: Class 21 contains 9555 members 
Mstep: Class 22 contains 21353 members 
Mstep: Class 23 contains 622 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 17815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161387792.000000 Penalty: 98363.328125
Iteration 79Q: 29 clusters Score -1.613878e+08 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 14063 members 
Mstep: Class 3 contains 19208 members 
Mstep: Class 4 contains 2191 members 
Mstep: Class 5 contains 3753 members 
Mstep: Class 6 contains 6832 members 
Mstep: Class 7 contains 44395 members 
Mstep: Class 8 contains 1268 members 
Mstep: Class 9 contains 230627 members 
Mstep: Class 10 contains 24895 members 
Mstep: Class 11 contains 18487 members 
Mstep: Class 12 contains 43634 members 
Mstep: Class 13 contains 6358 members 
Mstep: Class 14 contains 214424 members 
Mstep: Class 15 contains 16259 members 
Mstep: Class 16 contains 38406 members 
Mstep: Class 17 contains 29565 members 
Mstep: Class 18 contains 76433 members 
Mstep: Class 19 contains 11834 members 
Mstep: Class 20 contains 317166 members 
Mstep: Class 21 contains 9531 members 
Mstep: Class 22 contains 21353 members 
Mstep: Class 23 contains 623 members 
Mstep: Class 24 contains 4743 members 
Mstep: Class 25 contains 17908 members 
Mstep: Class 26 contains 224496 members 
Mstep: Class 27 contains 383 members 
Mstep: Class 28 contains 2092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161393376.000000 Penalty: 98363.328125
Iteration 80F: 29 clusters Score -1.613934e+08 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 41 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 14057 members 
Mstep: Class 3 contains 19442 members 
Mstep: Class 4 contains 2481 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 6821 members 
Mstep: Class 7 contains 44954 members 
Mstep: Class 8 contains 1581 members 
Mstep: Class 9 contains 231844 members 
Mstep: Class 10 contains 24864 members 
Mstep: Class 11 contains 18492 members 
Mstep: Class 12 contains 43381 members 
Mstep: Class 13 contains 6343 members 
Mstep: Class 14 contains 214770 members 
Mstep: Class 15 contains 16186 members 
Mstep: Class 16 contains 38391 members 
Mstep: Class 17 contains 29239 members 
Mstep: Class 18 contains 76704 members 
Mstep: Class 19 contains 11833 members 
Mstep: Class 20 contains 317174 members 
Mstep: Class 21 contains 9528 members 
Mstep: Class 22 contains 21352 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4755 members 
Mstep: Class 25 contains 17986 members 
Mstep: Class 26 contains 221944 members 
Mstep: Class 27 contains 422 members 
Mstep: Class 28 contains 2100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161398336.000000 Penalty: 98363.328125
Iteration 81Q: 29 clusters Score -1.613983e+08 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 14049 members 
Mstep: Class 3 contains 19675 members 
Mstep: Class 4 contains 2737 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 6823 members 
Mstep: Class 7 contains 45538 members 
Mstep: Class 8 contains 1829 members 
Mstep: Class 9 contains 232928 members 
Mstep: Class 10 contains 24835 members 
Mstep: Class 11 contains 18502 members 
Mstep: Class 12 contains 43151 members 
Mstep: Class 13 contains 6330 members 
Mstep: Class 14 contains 214983 members 
Mstep: Class 15 contains 16130 members 
Mstep: Class 16 contains 38351 members 
Mstep: Class 17 contains 28968 members 
Mstep: Class 18 contains 76974 members 
Mstep: Class 19 contains 11826 members 
Mstep: Class 20 contains 317197 members 
Mstep: Class 21 contains 9531 members 
Mstep: Class 22 contains 21362 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4773 members 
Mstep: Class 25 contains 18045 members 
Mstep: Class 26 contains 219619 members 
Mstep: Class 27 contains 437 members 
Mstep: Class 28 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161400144.000000 Penalty: 98363.328125
Iteration 82Q: 29 clusters Score -1.614001e+08 nChanged 7144
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 14044 members 
Mstep: Class 3 contains 19916 members 
Mstep: Class 4 contains 2942 members 
Mstep: Class 5 contains 3712 members 
Mstep: Class 6 contains 6826 members 
Mstep: Class 7 contains 46103 members 
Mstep: Class 8 contains 1976 members 
Mstep: Class 9 contains 233893 members 
Mstep: Class 10 contains 24818 members 
Mstep: Class 11 contains 18498 members 
Mstep: Class 12 contains 42972 members 
Mstep: Class 13 contains 6319 members 
Mstep: Class 14 contains 215140 members 
Mstep: Class 15 contains 16094 members 
Mstep: Class 16 contains 38307 members 
Mstep: Class 17 contains 28719 members 
Mstep: Class 18 contains 77217 members 
Mstep: Class 19 contains 11830 members 
Mstep: Class 20 contains 317287 members 
Mstep: Class 21 contains 9539 members 
Mstep: Class 22 contains 21372 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4791 members 
Mstep: Class 25 contains 18099 members 
Mstep: Class 26 contains 217490 members 
Mstep: Class 27 contains 441 members 
Mstep: Class 28 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161401088.000000 Penalty: 98363.328125
Iteration 83Q: 29 clusters Score -1.614011e+08 nChanged 6777
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 20143 members 
Mstep: Class 4 contains 3179 members 
Mstep: Class 5 contains 3707 members 
Mstep: Class 6 contains 6836 members 
Mstep: Class 7 contains 46653 members 
Mstep: Class 8 contains 2074 members 
Mstep: Class 9 contains 234770 members 
Mstep: Class 10 contains 24817 members 
Mstep: Class 11 contains 18496 members 
Mstep: Class 12 contains 42822 members 
Mstep: Class 13 contains 6309 members 
Mstep: Class 14 contains 215312 members 
Mstep: Class 15 contains 16055 members 
Mstep: Class 16 contains 38299 members 
Mstep: Class 17 contains 28464 members 
Mstep: Class 18 contains 77442 members 
Mstep: Class 19 contains 11822 members 
Mstep: Class 20 contains 317503 members 
Mstep: Class 21 contains 9552 members 
Mstep: Class 22 contains 21379 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4802 members 
Mstep: Class 25 contains 18141 members 
Mstep: Class 26 contains 215314 members 
Mstep: Class 27 contains 444 members 
Mstep: Class 28 contains 2102 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161401760.000000 Penalty: 98363.328125
Iteration 84Q: 29 clusters Score -1.614018e+08 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 20358 members 
Mstep: Class 4 contains 3437 members 
Mstep: Class 5 contains 3707 members 
Mstep: Class 6 contains 6838 members 
Mstep: Class 7 contains 47166 members 
Mstep: Class 8 contains 2137 members 
Mstep: Class 9 contains 235600 members 
Mstep: Class 10 contains 24814 members 
Mstep: Class 11 contains 18495 members 
Mstep: Class 12 contains 42674 members 
Mstep: Class 13 contains 6302 members 
Mstep: Class 14 contains 215447 members 
Mstep: Class 15 contains 15998 members 
Mstep: Class 16 contains 38310 members 
Mstep: Class 17 contains 28181 members 
Mstep: Class 18 contains 77657 members 
Mstep: Class 19 contains 11825 members 
Mstep: Class 20 contains 317687 members 
Mstep: Class 21 contains 9567 members 
Mstep: Class 22 contains 21380 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4813 members 
Mstep: Class 25 contains 18180 members 
Mstep: Class 26 contains 213335 members 
Mstep: Class 27 contains 444 members 
Mstep: Class 28 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161402736.000000 Penalty: 98363.328125
Iteration 85Q: 29 clusters Score -1.614027e+08 nChanged 6207
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 14036 members 
Mstep: Class 3 contains 20534 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 6847 members 
Mstep: Class 7 contains 47658 members 
Mstep: Class 8 contains 2189 members 
Mstep: Class 9 contains 236376 members 
Mstep: Class 10 contains 24798 members 
Mstep: Class 11 contains 18500 members 
Mstep: Class 12 contains 42543 members 
Mstep: Class 13 contains 6297 members 
Mstep: Class 14 contains 215653 members 
Mstep: Class 15 contains 15954 members 
Mstep: Class 16 contains 38284 members 
Mstep: Class 17 contains 27873 members 
Mstep: Class 18 contains 77814 members 
Mstep: Class 19 contains 11826 members 
Mstep: Class 20 contains 317791 members 
Mstep: Class 21 contains 9576 members 
Mstep: Class 22 contains 21384 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4822 members 
Mstep: Class 25 contains 18168 members 
Mstep: Class 26 contains 211621 members 
Mstep: Class 27 contains 445 members 
Mstep: Class 28 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161403696.000000 Penalty: 98363.328125
Iteration 86Q: 29 clusters Score -1.614037e+08 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 14025 members 
Mstep: Class 3 contains 20691 members 
Mstep: Class 4 contains 3960 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 6855 members 
Mstep: Class 7 contains 48157 members 
Mstep: Class 8 contains 2228 members 
Mstep: Class 9 contains 237060 members 
Mstep: Class 10 contains 24777 members 
Mstep: Class 11 contains 18503 members 
Mstep: Class 12 contains 42414 members 
Mstep: Class 13 contains 6294 members 
Mstep: Class 14 contains 215870 members 
Mstep: Class 15 contains 15920 members 
Mstep: Class 16 contains 38267 members 
Mstep: Class 17 contains 27584 members 
Mstep: Class 18 contains 77968 members 
Mstep: Class 19 contains 11832 members 
Mstep: Class 20 contains 317783 members 
Mstep: Class 21 contains 9595 members 
Mstep: Class 22 contains 21389 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4830 members 
Mstep: Class 25 contains 18151 members 
Mstep: Class 26 contains 210097 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161403616.000000 Penalty: 98363.328125
Iteration 87Q: 29 clusters Score -1.614036e+08 nChanged 5704
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 20840 members 
Mstep: Class 4 contains 4245 members 
Mstep: Class 5 contains 3699 members 
Mstep: Class 6 contains 6862 members 
Mstep: Class 7 contains 48654 members 
Mstep: Class 8 contains 2252 members 
Mstep: Class 9 contains 237733 members 
Mstep: Class 10 contains 24768 members 
Mstep: Class 11 contains 18493 members 
Mstep: Class 12 contains 42288 members 
Mstep: Class 13 contains 6291 members 
Mstep: Class 14 contains 216118 members 
Mstep: Class 15 contains 15900 members 
Mstep: Class 16 contains 38246 members 
Mstep: Class 17 contains 27286 members 
Mstep: Class 18 contains 78088 members 
Mstep: Class 19 contains 11827 members 
Mstep: Class 20 contains 317779 members 
Mstep: Class 21 contains 9603 members 
Mstep: Class 22 contains 21390 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4838 members 
Mstep: Class 25 contains 18143 members 
Mstep: Class 26 contains 208603 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161404448.000000 Penalty: 98363.328125
Iteration 88Q: 29 clusters Score -1.614044e+08 nChanged 5531
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 20992 members 
Mstep: Class 4 contains 4527 members 
Mstep: Class 5 contains 3700 members 
Mstep: Class 6 contains 6868 members 
Mstep: Class 7 contains 49166 members 
Mstep: Class 8 contains 2274 members 
Mstep: Class 9 contains 238280 members 
Mstep: Class 10 contains 24760 members 
Mstep: Class 11 contains 18493 members 
Mstep: Class 12 contains 42146 members 
Mstep: Class 13 contains 6288 members 
Mstep: Class 14 contains 216423 members 
Mstep: Class 15 contains 15874 members 
Mstep: Class 16 contains 38228 members 
Mstep: Class 17 contains 26981 members 
Mstep: Class 18 contains 78190 members 
Mstep: Class 19 contains 11831 members 
Mstep: Class 20 contains 317761 members 
Mstep: Class 21 contains 9612 members 
Mstep: Class 22 contains 21391 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4841 members 
Mstep: Class 25 contains 18123 members 
Mstep: Class 26 contains 207224 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161404608.000000 Penalty: 98363.328125
Iteration 89Q: 29 clusters Score -1.614046e+08 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 14011 members 
Mstep: Class 3 contains 21104 members 
Mstep: Class 4 contains 4802 members 
Mstep: Class 5 contains 3701 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 49634 members 
Mstep: Class 8 contains 2292 members 
Mstep: Class 9 contains 238776 members 
Mstep: Class 10 contains 24758 members 
Mstep: Class 11 contains 18488 members 
Mstep: Class 12 contains 42002 members 
Mstep: Class 13 contains 6284 members 
Mstep: Class 14 contains 216737 members 
Mstep: Class 15 contains 15853 members 
Mstep: Class 16 contains 38202 members 
Mstep: Class 17 contains 26696 members 
Mstep: Class 18 contains 78299 members 
Mstep: Class 19 contains 11828 members 
Mstep: Class 20 contains 317774 members 
Mstep: Class 21 contains 9623 members 
Mstep: Class 22 contains 21395 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4844 members 
Mstep: Class 25 contains 18107 members 
Mstep: Class 26 contains 205929 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161405568.000000 Penalty: 98363.328125
Iteration 90Q: 29 clusters Score -1.614056e+08 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 14006 members 
Mstep: Class 3 contains 21245 members 
Mstep: Class 4 contains 5016 members 
Mstep: Class 5 contains 3702 members 
Mstep: Class 6 contains 6862 members 
Mstep: Class 7 contains 50044 members 
Mstep: Class 8 contains 2311 members 
Mstep: Class 9 contains 239176 members 
Mstep: Class 10 contains 24755 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 41896 members 
Mstep: Class 13 contains 6281 members 
Mstep: Class 14 contains 216974 members 
Mstep: Class 15 contains 15846 members 
Mstep: Class 16 contains 38195 members 
Mstep: Class 17 contains 26422 members 
Mstep: Class 18 contains 78394 members 
Mstep: Class 19 contains 11824 members 
Mstep: Class 20 contains 317855 members 
Mstep: Class 21 contains 9630 members 
Mstep: Class 22 contains 21401 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4848 members 
Mstep: Class 25 contains 18105 members 
Mstep: Class 26 contains 204748 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161406160.000000 Penalty: 98363.328125
Iteration 91Q: 29 clusters Score -1.614062e+08 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 14003 members 
Mstep: Class 3 contains 21408 members 
Mstep: Class 4 contains 5208 members 
Mstep: Class 5 contains 3705 members 
Mstep: Class 6 contains 6861 members 
Mstep: Class 7 contains 50442 members 
Mstep: Class 8 contains 2320 members 
Mstep: Class 9 contains 239596 members 
Mstep: Class 10 contains 24749 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 41790 members 
Mstep: Class 13 contains 6276 members 
Mstep: Class 14 contains 217145 members 
Mstep: Class 15 contains 15827 members 
Mstep: Class 16 contains 38176 members 
Mstep: Class 17 contains 26173 members 
Mstep: Class 18 contains 78500 members 
Mstep: Class 19 contains 11823 members 
Mstep: Class 20 contains 317862 members 
Mstep: Class 21 contains 9638 members 
Mstep: Class 22 contains 21408 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4854 members 
Mstep: Class 25 contains 18102 members 
Mstep: Class 26 contains 203686 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161406768.000000 Penalty: 98363.328125
Iteration 92Q: 29 clusters Score -1.614068e+08 nChanged 4582
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 13995 members 
Mstep: Class 3 contains 21558 members 
Mstep: Class 4 contains 5377 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 6859 members 
Mstep: Class 7 contains 50801 members 
Mstep: Class 8 contains 2328 members 
Mstep: Class 9 contains 239926 members 
Mstep: Class 10 contains 24741 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 41706 members 
Mstep: Class 13 contains 6271 members 
Mstep: Class 14 contains 217310 members 
Mstep: Class 15 contains 15805 members 
Mstep: Class 16 contains 38166 members 
Mstep: Class 17 contains 25973 members 
Mstep: Class 18 contains 78603 members 
Mstep: Class 19 contains 11826 members 
Mstep: Class 20 contains 317851 members 
Mstep: Class 21 contains 9644 members 
Mstep: Class 22 contains 21410 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4865 members 
Mstep: Class 25 contains 18108 members 
Mstep: Class 26 contains 202728 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161407600.000000 Penalty: 98363.328125
Iteration 93Q: 29 clusters Score -1.614076e+08 nChanged 4428
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 21704 members 
Mstep: Class 4 contains 5537 members 
Mstep: Class 5 contains 3709 members 
Mstep: Class 6 contains 6859 members 
Mstep: Class 7 contains 51153 members 
Mstep: Class 8 contains 2330 members 
Mstep: Class 9 contains 240271 members 
Mstep: Class 10 contains 24740 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 41600 members 
Mstep: Class 13 contains 6264 members 
Mstep: Class 14 contains 217421 members 
Mstep: Class 15 contains 15777 members 
Mstep: Class 16 contains 38154 members 
Mstep: Class 17 contains 25765 members 
Mstep: Class 18 contains 78694 members 
Mstep: Class 19 contains 11832 members 
Mstep: Class 20 contains 317854 members 
Mstep: Class 21 contains 9648 members 
Mstep: Class 22 contains 21412 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4873 members 
Mstep: Class 25 contains 18102 members 
Mstep: Class 26 contains 201877 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161407968.000000 Penalty: 98363.328125
Iteration 94Q: 29 clusters Score -1.61408e+08 nChanged 4400
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 13996 members 
Mstep: Class 3 contains 21847 members 
Mstep: Class 4 contains 5687 members 
Mstep: Class 5 contains 3711 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 51459 members 
Mstep: Class 8 contains 2336 members 
Mstep: Class 9 contains 240623 members 
Mstep: Class 10 contains 24737 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 41510 members 
Mstep: Class 13 contains 6261 members 
Mstep: Class 14 contains 217473 members 
Mstep: Class 15 contains 15745 members 
Mstep: Class 16 contains 38130 members 
Mstep: Class 17 contains 25564 members 
Mstep: Class 18 contains 78766 members 
Mstep: Class 19 contains 11835 members 
Mstep: Class 20 contains 317890 members 
Mstep: Class 21 contains 9657 members 
Mstep: Class 22 contains 21420 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4874 members 
Mstep: Class 25 contains 18094 members 
Mstep: Class 26 contains 201106 members 
Mstep: Class 27 contains 445 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161408704.000000 Penalty: 98363.328125
Iteration 95Q: 29 clusters Score -1.614087e+08 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 13982 members 
Mstep: Class 3 contains 21996 members 
Mstep: Class 4 contains 5803 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 6867 members 
Mstep: Class 7 contains 51712 members 
Mstep: Class 8 contains 2339 members 
Mstep: Class 9 contains 240865 members 
Mstep: Class 10 contains 24731 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 41444 members 
Mstep: Class 13 contains 6258 members 
Mstep: Class 14 contains 217527 members 
Mstep: Class 15 contains 15738 members 
Mstep: Class 16 contains 38100 members 
Mstep: Class 17 contains 25426 members 
Mstep: Class 18 contains 78853 members 
Mstep: Class 19 contains 11831 members 
Mstep: Class 20 contains 317886 members 
Mstep: Class 21 contains 9668 members 
Mstep: Class 22 contains 21428 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4879 members 
Mstep: Class 25 contains 18093 members 
Mstep: Class 26 contains 200461 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161409216.000000 Penalty: 98363.328125
Iteration 96Q: 29 clusters Score -1.614092e+08 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 13983 members 
Mstep: Class 3 contains 22137 members 
Mstep: Class 4 contains 5916 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 51963 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 241068 members 
Mstep: Class 10 contains 24730 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 41379 members 
Mstep: Class 13 contains 6256 members 
Mstep: Class 14 contains 217588 members 
Mstep: Class 15 contains 15718 members 
Mstep: Class 16 contains 38072 members 
Mstep: Class 17 contains 25291 members 
Mstep: Class 18 contains 78927 members 
Mstep: Class 19 contains 11828 members 
Mstep: Class 20 contains 317859 members 
Mstep: Class 21 contains 9671 members 
Mstep: Class 22 contains 21431 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4882 members 
Mstep: Class 25 contains 18082 members 
Mstep: Class 26 contains 199907 members 
Mstep: Class 27 contains 446 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161410144.000000 Penalty: 98363.328125
Iteration 97Q: 29 clusters Score -1.614101e+08 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 13984 members 
Mstep: Class 3 contains 22262 members 
Mstep: Class 4 contains 6016 members 
Mstep: Class 5 contains 3713 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 52193 members 
Mstep: Class 8 contains 2341 members 
Mstep: Class 9 contains 241211 members 
Mstep: Class 10 contains 24728 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 41315 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 14 contains 217563 members 
Mstep: Class 15 contains 15709 members 
Mstep: Class 16 contains 38051 members 
Mstep: Class 17 contains 25218 members 
Mstep: Class 18 contains 79004 members 
Mstep: Class 19 contains 11824 members 
Mstep: Class 20 contains 317886 members 
Mstep: Class 21 contains 9673 members 
Mstep: Class 22 contains 21432 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4888 members 
Mstep: Class 25 contains 18071 members 
Mstep: Class 26 contains 199407 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161410944.000000 Penalty: 98363.328125
Iteration 98Q: 29 clusters Score -1.614109e+08 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 13980 members 
Mstep: Class 3 contains 22391 members 
Mstep: Class 4 contains 6120 members 
Mstep: Class 5 contains 3715 members 
Mstep: Class 6 contains 6882 members 
Mstep: Class 7 contains 52395 members 
Mstep: Class 8 contains 2346 members 
Mstep: Class 9 contains 241271 members 
Mstep: Class 10 contains 24727 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 41245 members 
Mstep: Class 13 contains 6253 members 
Mstep: Class 14 contains 217533 members 
Mstep: Class 15 contains 15693 members 
Mstep: Class 16 contains 38016 members 
Mstep: Class 17 contains 25140 members 
Mstep: Class 18 contains 79069 members 
Mstep: Class 19 contains 11826 members 
Mstep: Class 20 contains 317950 members 
Mstep: Class 21 contains 9677 members 
Mstep: Class 22 contains 21435 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4892 members 
Mstep: Class 25 contains 18071 members 
Mstep: Class 26 contains 199007 members 
Mstep: Class 27 contains 447 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161411472.000000 Penalty: 98363.328125
Iteration 99Q: 29 clusters Score -1.614115e+08 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 39 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 13977 members 
Mstep: Class 3 contains 22506 members 
Mstep: Class 4 contains 6235 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 52572 members 
Mstep: Class 8 contains 2347 members 
Mstep: Class 9 contains 241362 members 
Mstep: Class 10 contains 24722 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 41206 members 
Mstep: Class 13 contains 6250 members 
Mstep: Class 14 contains 217456 members 
Mstep: Class 15 contains 15671 members 
Mstep: Class 16 contains 37994 members 
Mstep: Class 17 contains 25072 members 
Mstep: Class 18 contains 79126 members 
Mstep: Class 19 contains 11825 members 
Mstep: Class 20 contains 317954 members 
Mstep: Class 21 contains 9677 members 
Mstep: Class 22 contains 21439 members 
Mstep: Class 23 contains 711 members 
Mstep: Class 24 contains 4902 members 
Mstep: Class 25 contains 18079 members 
Mstep: Class 26 contains 198667 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161413904.000000 Penalty: 98363.328125
Iteration 100F: 29 clusters Score -1.614139e+08 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 13976 members 
Mstep: Class 3 contains 22626 members 
Mstep: Class 4 contains 6487 members 
Mstep: Class 5 contains 3716 members 
Mstep: Class 6 contains 6884 members 
Mstep: Class 7 contains 52740 members 
Mstep: Class 8 contains 2352 members 
Mstep: Class 9 contains 241371 members 
Mstep: Class 10 contains 24719 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 41152 members 
Mstep: Class 13 contains 6245 members 
Mstep: Class 14 contains 217349 members 
Mstep: Class 15 contains 15656 members 
Mstep: Class 16 contains 37965 members 
Mstep: Class 17 contains 24977 members 
Mstep: Class 18 contains 79185 members 
Mstep: Class 19 contains 11828 members 
Mstep: Class 20 contains 317981 members 
Mstep: Class 21 contains 9678 members 
Mstep: Class 22 contains 21441 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4910 members 
Mstep: Class 25 contains 18073 members 
Mstep: Class 26 contains 198340 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161415008.000000 Penalty: 98363.328125
Iteration 101Q: 29 clusters Score -1.61415e+08 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 13977 members 
Mstep: Class 3 contains 22720 members 
Mstep: Class 4 contains 6703 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 52933 members 
Mstep: Class 8 contains 2354 members 
Mstep: Class 9 contains 241322 members 
Mstep: Class 10 contains 24717 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 41092 members 
Mstep: Class 13 contains 6239 members 
Mstep: Class 14 contains 217250 members 
Mstep: Class 15 contains 15638 members 
Mstep: Class 16 contains 37941 members 
Mstep: Class 17 contains 24898 members 
Mstep: Class 18 contains 79242 members 
Mstep: Class 19 contains 11830 members 
Mstep: Class 20 contains 317972 members 
Mstep: Class 21 contains 9683 members 
Mstep: Class 22 contains 21445 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4918 members 
Mstep: Class 25 contains 18057 members 
Mstep: Class 26 contains 198131 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161415632.000000 Penalty: 98363.328125
Iteration 102Q: 29 clusters Score -1.614156e+08 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 13976 members 
Mstep: Class 3 contains 22819 members 
Mstep: Class 4 contains 6946 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 53095 members 
Mstep: Class 8 contains 2354 members 
Mstep: Class 9 contains 241364 members 
Mstep: Class 10 contains 24717 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 41042 members 
Mstep: Class 13 contains 6238 members 
Mstep: Class 14 contains 217095 members 
Mstep: Class 15 contains 15627 members 
Mstep: Class 16 contains 37903 members 
Mstep: Class 17 contains 24812 members 
Mstep: Class 18 contains 79289 members 
Mstep: Class 19 contains 11832 members 
Mstep: Class 20 contains 317953 members 
Mstep: Class 21 contains 9690 members 
Mstep: Class 22 contains 21448 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4922 members 
Mstep: Class 25 contains 18032 members 
Mstep: Class 26 contains 197918 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161415968.000000 Penalty: 98363.328125
Iteration 103Q: 29 clusters Score -1.61416e+08 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 13981 members 
Mstep: Class 3 contains 22911 members 
Mstep: Class 4 contains 7197 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6881 members 
Mstep: Class 7 contains 53247 members 
Mstep: Class 8 contains 2355 members 
Mstep: Class 9 contains 241369 members 
Mstep: Class 10 contains 24714 members 
Mstep: Class 11 contains 18458 members 
Mstep: Class 12 contains 40978 members 
Mstep: Class 13 contains 6234 members 
Mstep: Class 14 contains 216916 members 
Mstep: Class 15 contains 15614 members 
Mstep: Class 16 contains 37877 members 
Mstep: Class 17 contains 24730 members 
Mstep: Class 18 contains 79330 members 
Mstep: Class 19 contains 11836 members 
Mstep: Class 20 contains 317983 members 
Mstep: Class 21 contains 9696 members 
Mstep: Class 22 contains 21454 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4929 members 
Mstep: Class 25 contains 18016 members 
Mstep: Class 26 contains 197710 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161417024.000000 Penalty: 98363.328125
Iteration 104Q: 29 clusters Score -1.61417e+08 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 13981 members 
Mstep: Class 3 contains 22980 members 
Mstep: Class 4 contains 7456 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 53389 members 
Mstep: Class 8 contains 2357 members 
Mstep: Class 9 contains 241361 members 
Mstep: Class 10 contains 24702 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 40943 members 
Mstep: Class 13 contains 6229 members 
Mstep: Class 14 contains 216715 members 
Mstep: Class 15 contains 15621 members 
Mstep: Class 16 contains 37858 members 
Mstep: Class 17 contains 24699 members 
Mstep: Class 18 contains 79359 members 
Mstep: Class 19 contains 11840 members 
Mstep: Class 20 contains 317945 members 
Mstep: Class 21 contains 9707 members 
Mstep: Class 22 contains 21462 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4939 members 
Mstep: Class 25 contains 18024 members 
Mstep: Class 26 contains 197527 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161417664.000000 Penalty: 98363.328125
Iteration 105Q: 29 clusters Score -1.614177e+08 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 13986 members 
Mstep: Class 3 contains 23052 members 
Mstep: Class 4 contains 7708 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 6879 members 
Mstep: Class 7 contains 53510 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 241305 members 
Mstep: Class 10 contains 24692 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 40905 members 
Mstep: Class 13 contains 6224 members 
Mstep: Class 14 contains 216509 members 
Mstep: Class 15 contains 15628 members 
Mstep: Class 16 contains 37847 members 
Mstep: Class 17 contains 24693 members 
Mstep: Class 18 contains 79382 members 
Mstep: Class 19 contains 11839 members 
Mstep: Class 20 contains 317874 members 
Mstep: Class 21 contains 9717 members 
Mstep: Class 22 contains 21475 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4948 members 
Mstep: Class 25 contains 18029 members 
Mstep: Class 26 contains 197423 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161418432.000000 Penalty: 98363.328125
Iteration 106Q: 29 clusters Score -1.614184e+08 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 13990 members 
Mstep: Class 3 contains 23141 members 
Mstep: Class 4 contains 7959 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6874 members 
Mstep: Class 7 contains 53635 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 241227 members 
Mstep: Class 10 contains 24681 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 40864 members 
Mstep: Class 13 contains 6220 members 
Mstep: Class 14 contains 216291 members 
Mstep: Class 15 contains 15634 members 
Mstep: Class 16 contains 37836 members 
Mstep: Class 17 contains 24655 members 
Mstep: Class 18 contains 79415 members 
Mstep: Class 19 contains 11846 members 
Mstep: Class 20 contains 317817 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 21485 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4959 members 
Mstep: Class 25 contains 18050 members 
Mstep: Class 26 contains 197336 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161419056.000000 Penalty: 98363.328125
Iteration 107Q: 29 clusters Score -1.614191e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 13998 members 
Mstep: Class 3 contains 23224 members 
Mstep: Class 4 contains 8194 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6874 members 
Mstep: Class 7 contains 53751 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 241170 members 
Mstep: Class 10 contains 24678 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 40833 members 
Mstep: Class 13 contains 6216 members 
Mstep: Class 14 contains 216041 members 
Mstep: Class 15 contains 15634 members 
Mstep: Class 16 contains 37832 members 
Mstep: Class 17 contains 24633 members 
Mstep: Class 18 contains 79428 members 
Mstep: Class 19 contains 11845 members 
Mstep: Class 20 contains 317729 members 
Mstep: Class 21 contains 9720 members 
Mstep: Class 22 contains 21497 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4969 members 
Mstep: Class 25 contains 18073 members 
Mstep: Class 26 contains 197311 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161419264.000000 Penalty: 98363.328125
Iteration 108Q: 29 clusters Score -1.614193e+08 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17168 members 
Mstep: Class 2 contains 14006 members 
Mstep: Class 3 contains 23286 members 
Mstep: Class 4 contains 8404 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 6870 members 
Mstep: Class 7 contains 53868 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 241165 members 
Mstep: Class 10 contains 24676 members 
Mstep: Class 11 contains 18458 members 
Mstep: Class 12 contains 40796 members 
Mstep: Class 13 contains 6212 members 
Mstep: Class 14 contains 215794 members 
Mstep: Class 15 contains 15630 members 
Mstep: Class 16 contains 37830 members 
Mstep: Class 17 contains 24638 members 
Mstep: Class 18 contains 79408 members 
Mstep: Class 19 contains 11847 members 
Mstep: Class 20 contains 317666 members 
Mstep: Class 21 contains 9722 members 
Mstep: Class 22 contains 21501 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4975 members 
Mstep: Class 25 contains 18091 members 
Mstep: Class 26 contains 197273 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161419872.000000 Penalty: 98363.328125
Iteration 109Q: 29 clusters Score -1.614199e+08 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 14007 members 
Mstep: Class 3 contains 23384 members 
Mstep: Class 4 contains 8587 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 6866 members 
Mstep: Class 7 contains 53979 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 241127 members 
Mstep: Class 10 contains 24675 members 
Mstep: Class 11 contains 18460 members 
Mstep: Class 12 contains 40777 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 215548 members 
Mstep: Class 15 contains 15628 members 
Mstep: Class 16 contains 37840 members 
Mstep: Class 17 contains 24669 members 
Mstep: Class 18 contains 79380 members 
Mstep: Class 19 contains 11847 members 
Mstep: Class 20 contains 317585 members 
Mstep: Class 21 contains 9726 members 
Mstep: Class 22 contains 21511 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4977 members 
Mstep: Class 25 contains 18112 members 
Mstep: Class 26 contains 197230 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420496.000000 Penalty: 98363.328125
Iteration 110Q: 29 clusters Score -1.614205e+08 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 14009 members 
Mstep: Class 3 contains 23470 members 
Mstep: Class 4 contains 8764 members 
Mstep: Class 5 contains 3718 members 
Mstep: Class 6 contains 6866 members 
Mstep: Class 7 contains 54089 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 241164 members 
Mstep: Class 10 contains 24676 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 40755 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 215295 members 
Mstep: Class 15 contains 15631 members 
Mstep: Class 16 contains 37831 members 
Mstep: Class 17 contains 24668 members 
Mstep: Class 18 contains 79359 members 
Mstep: Class 19 contains 11854 members 
Mstep: Class 20 contains 317526 members 
Mstep: Class 21 contains 9728 members 
Mstep: Class 22 contains 21519 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4977 members 
Mstep: Class 25 contains 18119 members 
Mstep: Class 26 contains 197158 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421152.000000 Penalty: 98363.328125
Iteration 111Q: 29 clusters Score -1.614212e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 23536 members 
Mstep: Class 4 contains 8894 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 54177 members 
Mstep: Class 8 contains 2360 members 
Mstep: Class 9 contains 241179 members 
Mstep: Class 10 contains 24674 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 40729 members 
Mstep: Class 13 contains 6210 members 
Mstep: Class 14 contains 215070 members 
Mstep: Class 15 contains 15631 members 
Mstep: Class 16 contains 37825 members 
Mstep: Class 17 contains 24685 members 
Mstep: Class 18 contains 79350 members 
Mstep: Class 19 contains 11860 members 
Mstep: Class 20 contains 317506 members 
Mstep: Class 21 contains 9733 members 
Mstep: Class 22 contains 21525 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4977 members 
Mstep: Class 25 contains 18135 members 
Mstep: Class 26 contains 197106 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421920.000000 Penalty: 98363.328125
Iteration 112Q: 29 clusters Score -1.614219e+08 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 23607 members 
Mstep: Class 4 contains 8994 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6861 members 
Mstep: Class 7 contains 54272 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 241204 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 18473 members 
Mstep: Class 12 contains 40699 members 
Mstep: Class 13 contains 6209 members 
Mstep: Class 14 contains 214847 members 
Mstep: Class 15 contains 15619 members 
Mstep: Class 16 contains 37817 members 
Mstep: Class 17 contains 24687 members 
Mstep: Class 18 contains 79362 members 
Mstep: Class 19 contains 11867 members 
Mstep: Class 20 contains 317510 members 
Mstep: Class 21 contains 9738 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4977 members 
Mstep: Class 25 contains 18135 members 
Mstep: Class 26 contains 197060 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421920.000000 Penalty: 98363.328125
Iteration 113Q: 29 clusters Score -1.614219e+08 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 23667 members 
Mstep: Class 4 contains 9085 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6861 members 
Mstep: Class 7 contains 54364 members 
Mstep: Class 8 contains 2359 members 
Mstep: Class 9 contains 241180 members 
Mstep: Class 10 contains 24670 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 40672 members 
Mstep: Class 13 contains 6208 members 
Mstep: Class 14 contains 214627 members 
Mstep: Class 15 contains 15606 members 
Mstep: Class 16 contains 37793 members 
Mstep: Class 17 contains 24701 members 
Mstep: Class 18 contains 79357 members 
Mstep: Class 19 contains 11876 members 
Mstep: Class 20 contains 317567 members 
Mstep: Class 21 contains 9746 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4977 members 
Mstep: Class 25 contains 18160 members 
Mstep: Class 26 contains 197014 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421872.000000 Penalty: 98363.328125
Iteration 114Q: 29 clusters Score -1.614219e+08 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 23712 members 
Mstep: Class 4 contains 9178 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6859 members 
Mstep: Class 7 contains 54455 members 
Mstep: Class 8 contains 2361 members 
Mstep: Class 9 contains 241195 members 
Mstep: Class 10 contains 24668 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 40651 members 
Mstep: Class 13 contains 6207 members 
Mstep: Class 14 contains 214399 members 
Mstep: Class 15 contains 15595 members 
Mstep: Class 16 contains 37777 members 
Mstep: Class 17 contains 24686 members 
Mstep: Class 18 contains 79358 members 
Mstep: Class 19 contains 11877 members 
Mstep: Class 20 contains 317634 members 
Mstep: Class 21 contains 9754 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4977 members 
Mstep: Class 25 contains 18190 members 
Mstep: Class 26 contains 196957 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422352.000000 Penalty: 98363.328125
Iteration 115Q: 29 clusters Score -1.614224e+08 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 23759 members 
Mstep: Class 4 contains 9242 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 54538 members 
Mstep: Class 8 contains 2364 members 
Mstep: Class 9 contains 241195 members 
Mstep: Class 10 contains 24663 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 40641 members 
Mstep: Class 13 contains 6206 members 
Mstep: Class 14 contains 214182 members 
Mstep: Class 15 contains 15586 members 
Mstep: Class 16 contains 37762 members 
Mstep: Class 17 contains 24678 members 
Mstep: Class 18 contains 79366 members 
Mstep: Class 19 contains 11881 members 
Mstep: Class 20 contains 317670 members 
Mstep: Class 21 contains 9766 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4978 members 
Mstep: Class 25 contains 18208 members 
Mstep: Class 26 contains 196946 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422096.000000 Penalty: 98363.328125
Iteration 116Q: 29 clusters Score -1.614221e+08 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17120 members 
Mstep: Class 2 contains 14017 members 
Mstep: Class 3 contains 23806 members 
Mstep: Class 4 contains 9301 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6859 members 
Mstep: Class 7 contains 54641 members 
Mstep: Class 8 contains 2368 members 
Mstep: Class 9 contains 241170 members 
Mstep: Class 10 contains 24663 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 40616 members 
Mstep: Class 13 contains 6204 members 
Mstep: Class 14 contains 214005 members 
Mstep: Class 15 contains 15583 members 
Mstep: Class 16 contains 37756 members 
Mstep: Class 17 contains 24678 members 
Mstep: Class 18 contains 79377 members 
Mstep: Class 19 contains 11885 members 
Mstep: Class 20 contains 317659 members 
Mstep: Class 21 contains 9770 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4978 members 
Mstep: Class 25 contains 18237 members 
Mstep: Class 26 contains 196945 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422592.000000 Penalty: 98363.328125
Iteration 117Q: 29 clusters Score -1.614226e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 23855 members 
Mstep: Class 4 contains 9337 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 54740 members 
Mstep: Class 8 contains 2371 members 
Mstep: Class 9 contains 241174 members 
Mstep: Class 10 contains 24656 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 40599 members 
Mstep: Class 13 contains 6201 members 
Mstep: Class 14 contains 213837 members 
Mstep: Class 15 contains 15568 members 
Mstep: Class 16 contains 37754 members 
Mstep: Class 17 contains 24682 members 
Mstep: Class 18 contains 79404 members 
Mstep: Class 19 contains 11887 members 
Mstep: Class 20 contains 317665 members 
Mstep: Class 21 contains 9778 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4981 members 
Mstep: Class 25 contains 18253 members 
Mstep: Class 26 contains 196908 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422624.000000 Penalty: 98363.328125
Iteration 118Q: 29 clusters Score -1.614226e+08 nChanged 1202
Entering ConstructFrom: 
Score: -161422624.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (17111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Entering Unmasked Estep 
Score: -1929790.000000 Penalty: 2417.374268
	Iteration 0F: 2 clusters Score -1929790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -1917579.625000 Penalty: 4834.748535
	Iteration 0F: 3 clusters Score -1917580 nChanged 7475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1921864.625000 Penalty: 4834.748535
	Iteration 1F: 3 clusters Score -1921865 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1922808.875000 Penalty: 4834.748535
	Iteration 2F: 3 clusters Score -1922809 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1923758.375000 Penalty: 4834.748535
	Iteration 3F: 3 clusters Score -1923758 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1924659.250000 Penalty: 4834.748535
	Iteration 4F: 3 clusters Score -1924659 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1925504.125000 Penalty: 4834.748535
	Iteration 5F: 3 clusters Score -1925504 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1926356.875000 Penalty: 4834.748535
	Iteration 6F: 3 clusters Score -1926357 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1927323.125000 Penalty: 4834.748535
	Iteration 7F: 3 clusters Score -1927323 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -1928245.125000 Penalty: 4834.748535
	Iteration 8F: 3 clusters Score -1928245 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1929020.250000 Penalty: 4834.748535
	Iteration 9Q: 3 clusters Score -1929020 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1929543.625000 Penalty: 4834.748535
	Iteration 10Q: 3 clusters Score -1929544 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14143 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -1929913.500000 Penalty: 4834.748535
	Iteration 11Q: 3 clusters Score -1929914 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14445 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1930198.875000 Penalty: 4834.748535
	Iteration 12Q: 3 clusters Score -1930199 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1930374.000000 Penalty: 4834.748535
	Iteration 13Q: 3 clusters Score -1930374 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14822 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1930508.000000 Penalty: 4834.748535
	Iteration 14Q: 3 clusters Score -1930508 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1930587.250000 Penalty: 4834.748535
	Iteration 15Q: 3 clusters Score -1930587 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1930643.500000 Penalty: 4834.748535
	Iteration 16Q: 3 clusters Score -1930644 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1930667.250000 Penalty: 4834.748535
	Iteration 17Q: 3 clusters Score -1930667 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1930689.375000 Penalty: 4834.748535
	Iteration 18Q: 3 clusters Score -1930689 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1930698.625000 Penalty: 4834.748535
	Iteration 19Q: 3 clusters Score -1930699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1930696.750000 Penalty: 4834.748535
	Iteration 20F: 3 clusters Score -1930697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15206 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1930707.125000 Penalty: 4834.748535
	Iteration 21Q: 3 clusters Score -1930707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1930704.875000 Penalty: 4834.748535
	Iteration 22Q: 3 clusters Score -1930705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1930706.250000 Penalty: 4834.748535
	Iteration 23Q: 3 clusters Score -1930706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1930712.000000 Penalty: 4834.748535
	Iteration 24Q: 3 clusters Score -1930712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1930715.000000 Penalty: 4834.748535
	Iteration 25Q: 3 clusters Score -1930715 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1930720.125000 Penalty: 4834.748535
	Iteration 26Q: 3 clusters Score -1930720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1930719.000000 Penalty: 4834.748535
	Iteration 27Q: 3 clusters Score -1930719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1930722.000000 Penalty: 4834.748535
	Iteration 28Q: 3 clusters Score -1930722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1930721.250000 Penalty: 4834.748535
	Iteration 29Q: 3 clusters Score -1930721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1930721.250000 Penalty: 4834.748535
	Iteration 30F: 3 clusters Score -1930721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15262 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 23904 members 
Mstep: Class 4 contains 9370 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 54836 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 241187 members 
Mstep: Class 10 contains 24653 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 40577 members 
Mstep: Class 13 contains 6198 members 
Mstep: Class 14 contains 213643 members 
Mstep: Class 15 contains 15558 members 
Mstep: Class 16 contains 37744 members 
Mstep: Class 17 contains 24691 members 
Mstep: Class 18 contains 79417 members 
Mstep: Class 19 contains 11890 members 
Mstep: Class 20 contains 317667 members 
Mstep: Class 21 contains 9784 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4983 members 
Mstep: Class 25 contains 18260 members 
Mstep: Class 26 contains 196910 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Mstep: Class 29 contains 1849 members 
Entering Unmasked Estep 
Score: -161422320.000000 Penalty: 101876.304688
Splitting cluster 1 changes total score from -161422624.000000 to -161422320.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Entering Unmasked Estep 
Score: -1565826.125000 Penalty: 2367.892822
	Iteration 0F: 2 clusters Score -1565826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1555643.125000 Penalty: 4735.785645
	Iteration 0F: 3 clusters Score -1555643 nChanged 6003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -1558896.875000 Penalty: 4735.785645
	Iteration 1F: 3 clusters Score -1558897 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1559264.750000 Penalty: 4735.785645
	Iteration 2F: 3 clusters Score -1559265 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1559561.125000 Penalty: 4735.785645
	Iteration 3F: 3 clusters Score -1559561 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1559810.000000 Penalty: 4735.785645
	Iteration 4Q: 3 clusters Score -1559810 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1560036.000000 Penalty: 4735.785645
	Iteration 5Q: 3 clusters Score -1560036 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1560249.375000 Penalty: 4735.785645
	Iteration 6Q: 3 clusters Score -1560249 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1560434.750000 Penalty: 4735.785645
	Iteration 7Q: 3 clusters Score -1560435 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1560625.250000 Penalty: 4735.785645
	Iteration 8Q: 3 clusters Score -1560625 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1560812.125000 Penalty: 4735.785645
	Iteration 9Q: 3 clusters Score -1560812 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1560983.375000 Penalty: 4735.785645
	Iteration 10Q: 3 clusters Score -1560983 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1561181.375000 Penalty: 4735.785645
	Iteration 11Q: 3 clusters Score -1561181 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1561369.500000 Penalty: 4735.785645
	Iteration 12Q: 3 clusters Score -1561370 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1561583.125000 Penalty: 4735.785645
	Iteration 13Q: 3 clusters Score -1561583 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1561802.500000 Penalty: 4735.785645
	Iteration 14Q: 3 clusters Score -1561802 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1562064.250000 Penalty: 4735.785645
	Iteration 15Q: 3 clusters Score -1562064 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1562341.000000 Penalty: 4735.785645
	Iteration 16Q: 3 clusters Score -1562341 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1562597.875000 Penalty: 4735.785645
	Iteration 17Q: 3 clusters Score -1562598 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1562812.500000 Penalty: 4735.785645
	Iteration 18Q: 3 clusters Score -1562812 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12174 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1562989.250000 Penalty: 4735.785645
	Iteration 19Q: 3 clusters Score -1562989 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1563156.000000 Penalty: 4735.785645
	Iteration 20F: 3 clusters Score -1563156 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1563318.125000 Penalty: 4735.785645
	Iteration 21Q: 3 clusters Score -1563318 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -1563425.625000 Penalty: 4735.785645
	Iteration 22Q: 3 clusters Score -1563426 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1563504.625000 Penalty: 4735.785645
	Iteration 23Q: 3 clusters Score -1563505 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1563579.625000 Penalty: 4735.785645
	Iteration 24Q: 3 clusters Score -1563580 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1563624.625000 Penalty: 4735.785645
	Iteration 25Q: 3 clusters Score -1563625 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1563674.500000 Penalty: 4735.785645
	Iteration 26Q: 3 clusters Score -1563674 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1563715.875000 Penalty: 4735.785645
	Iteration 27Q: 3 clusters Score -1563716 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13297 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1563763.125000 Penalty: 4735.785645
	Iteration 28Q: 3 clusters Score -1563763 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1563804.625000 Penalty: 4735.785645
	Iteration 29Q: 3 clusters Score -1563805 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1563825.375000 Penalty: 4735.785645
	Iteration 30Q: 3 clusters Score -1563825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -1563843.125000 Penalty: 4735.785645
	Iteration 31Q: 3 clusters Score -1563843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -1563861.125000 Penalty: 4735.785645
	Iteration 32Q: 3 clusters Score -1563861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1563870.750000 Penalty: 4735.785645
	Iteration 33Q: 3 clusters Score -1563871 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1563879.375000 Penalty: 4735.785645
	Iteration 34Q: 3 clusters Score -1563879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1563884.750000 Penalty: 4735.785645
	Iteration 35Q: 3 clusters Score -1563885 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -1563890.375000 Penalty: 4735.785645
	Iteration 36Q: 3 clusters Score -1563890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -1563892.875000 Penalty: 4735.785645
	Iteration 37Q: 3 clusters Score -1563893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1563896.000000 Penalty: 4735.785645
	Iteration 38Q: 3 clusters Score -1563896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1563901.250000 Penalty: 4735.785645
	Iteration 39Q: 3 clusters Score -1563901 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1563902.500000 Penalty: 4735.785645
	Iteration 40F: 3 clusters Score -1563902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1563912.250000 Penalty: 4735.785645
	Iteration 41Q: 3 clusters Score -1563912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1563916.250000 Penalty: 4735.785645
	Iteration 42Q: 3 clusters Score -1563916 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -1563921.500000 Penalty: 4735.785645
	Iteration 43Q: 3 clusters Score -1563922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1563920.875000 Penalty: 4735.785645
	Iteration 44Q: 3 clusters Score -1563921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1563923.750000 Penalty: 4735.785645
	Iteration 45Q: 3 clusters Score -1563924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1563923.750000 Penalty: 4735.785645
	Iteration 46F: 3 clusters Score -1563924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (23904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Entering Unmasked Estep 
Score: -2860585.750000 Penalty: 2500.286865
	Iteration 0F: 2 clusters Score -2860586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2843945.000000 Penalty: 5000.573730
	Iteration 0F: 3 clusters Score -2843945 nChanged 10606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -2849719.750000 Penalty: 5000.573730
	Iteration 1F: 3 clusters Score -2849720 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -2850198.250000 Penalty: 5000.573730
	Iteration 2F: 3 clusters Score -2850198 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2850650.250000 Penalty: 5000.573730
	Iteration 3Q: 3 clusters Score -2850650 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2851121.750000 Penalty: 5000.573730
	Iteration 4Q: 3 clusters Score -2851122 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2851684.000000 Penalty: 5000.573730
	Iteration 5Q: 3 clusters Score -2851684 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -2852408.500000 Penalty: 5000.573730
	Iteration 6F: 3 clusters Score -2852408 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2853425.000000 Penalty: 5000.573730
	Iteration 7F: 3 clusters Score -2853425 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2854774.500000 Penalty: 5000.573730
	Iteration 8F: 3 clusters Score -2854774 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2856084.250000 Penalty: 5000.573730
	Iteration 9F: 3 clusters Score -2856084 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2857058.750000 Penalty: 5000.573730
	Iteration 10Q: 3 clusters Score -2857059 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -2857605.500000 Penalty: 5000.573730
	Iteration 11Q: 3 clusters Score -2857606 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 19849 members 
Entering Unmasked Estep 
Score: -2857893.750000 Penalty: 5000.573730
	Iteration 12Q: 3 clusters Score -2857894 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2858055.000000 Penalty: 5000.573730
	Iteration 13Q: 3 clusters Score -2858055 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -2858180.500000 Penalty: 5000.573730
	Iteration 14Q: 3 clusters Score -2858180 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 20506 members 
Entering Unmasked Estep 
Score: -2858270.000000 Penalty: 5000.573730
	Iteration 15Q: 3 clusters Score -2858270 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2858325.250000 Penalty: 5000.573730
	Iteration 16Q: 3 clusters Score -2858325 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 20807 members 
Entering Unmasked Estep 
Score: -2858402.250000 Penalty: 5000.573730
	Iteration 17Q: 3 clusters Score -2858402 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2858450.500000 Penalty: 5000.573730
	Iteration 18Q: 3 clusters Score -2858450 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2858487.000000 Penalty: 5000.573730
	Iteration 19Q: 3 clusters Score -2858487 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2858517.750000 Penalty: 5000.573730
	Iteration 20F: 3 clusters Score -2858518 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2858540.750000 Penalty: 5000.573730
	Iteration 21Q: 3 clusters Score -2858541 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2858564.250000 Penalty: 5000.573730
	Iteration 22Q: 3 clusters Score -2858564 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -2858576.000000 Penalty: 5000.573730
	Iteration 23Q: 3 clusters Score -2858576 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2858588.500000 Penalty: 5000.573730
	Iteration 24Q: 3 clusters Score -2858588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2858592.250000 Penalty: 5000.573730
	Iteration 25Q: 3 clusters Score -2858592 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 21388 members 
Entering Unmasked Estep 
Score: -2858597.750000 Penalty: 5000.573730
	Iteration 26Q: 3 clusters Score -2858598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -2858605.750000 Penalty: 5000.573730
	Iteration 27Q: 3 clusters Score -2858606 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 21461 members 
Entering Unmasked Estep 
Score: -2858609.500000 Penalty: 5000.573730
	Iteration 28Q: 3 clusters Score -2858610 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -2858619.250000 Penalty: 5000.573730
	Iteration 29Q: 3 clusters Score -2858619 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2858634.500000 Penalty: 5000.573730
	Iteration 30Q: 3 clusters Score -2858634 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2858635.500000 Penalty: 5000.573730
	Iteration 31Q: 3 clusters Score -2858636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -2858650.750000 Penalty: 5000.573730
	Iteration 32Q: 3 clusters Score -2858651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -2858659.250000 Penalty: 5000.573730
	Iteration 33Q: 3 clusters Score -2858659 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2858666.500000 Penalty: 5000.573730
	Iteration 34Q: 3 clusters Score -2858666 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2858671.500000 Penalty: 5000.573730
	Iteration 35Q: 3 clusters Score -2858672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -2858668.500000 Penalty: 5000.573730
	Iteration 36Q: 3 clusters Score -2858668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2858679.500000 Penalty: 5000.573730
	Iteration 37Q: 3 clusters Score -2858680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2858688.250000 Penalty: 5000.573730
	Iteration 38Q: 3 clusters Score -2858688 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 21772 members 
Entering Unmasked Estep 
Score: -2858696.000000 Penalty: 5000.573730
	Iteration 39Q: 3 clusters Score -2858696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2858700.750000 Penalty: 5000.573730
	Iteration 40F: 3 clusters Score -2858701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2858711.500000 Penalty: 5000.573730
	Iteration 41Q: 3 clusters Score -2858712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2858707.500000 Penalty: 5000.573730
	Iteration 42Q: 3 clusters Score -2858708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2858712.500000 Penalty: 5000.573730
	Iteration 43Q: 3 clusters Score -2858712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2858715.750000 Penalty: 5000.573730
	Iteration 44Q: 3 clusters Score -2858716 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -2858716.500000 Penalty: 5000.573730
	Iteration 45Q: 3 clusters Score -2858716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2858723.250000 Penalty: 5000.573730
	Iteration 46Q: 3 clusters Score -2858723 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 21914 members 
Entering Unmasked Estep 
Score: -2858721.000000 Penalty: 5000.573730
	Iteration 47Q: 3 clusters Score -2858721 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -2858725.750000 Penalty: 5000.573730
	Iteration 48Q: 3 clusters Score -2858726 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2858738.000000 Penalty: 5000.573730
	Iteration 49Q: 3 clusters Score -2858738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -2858750.250000 Penalty: 5000.573730
	Iteration 50Q: 3 clusters Score -2858750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2858758.500000 Penalty: 5000.573730
	Iteration 51Q: 3 clusters Score -2858758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -2858764.750000 Penalty: 5000.573730
	Iteration 52Q: 3 clusters Score -2858765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2858765.750000 Penalty: 5000.573730
	Iteration 53Q: 3 clusters Score -2858766 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2858770.000000 Penalty: 5000.573730
	Iteration 54Q: 3 clusters Score -2858770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2858775.000000 Penalty: 5000.573730
	Iteration 55Q: 3 clusters Score -2858775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2858781.000000 Penalty: 5000.573730
	Iteration 56Q: 3 clusters Score -2858781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2858779.500000 Penalty: 5000.573730
	Iteration 57Q: 3 clusters Score -2858780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2858780.500000 Penalty: 5000.573730
	Iteration 58Q: 3 clusters Score -2858780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 22100 members 
Entering Unmasked Estep 
Score: -2858782.750000 Penalty: 5000.573730
	Iteration 59Q: 3 clusters Score -2858783 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2858785.250000 Penalty: 5000.573730
	Iteration 60F: 3 clusters Score -2858785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2858786.750000 Penalty: 5000.573730
	Iteration 61Q: 3 clusters Score -2858787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2858787.750000 Penalty: 5000.573730
	Iteration 62Q: 3 clusters Score -2858788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2858790.500000 Penalty: 5000.573730
	Iteration 63Q: 3 clusters Score -2858790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -2858789.250000 Penalty: 5000.573730
	Iteration 64Q: 3 clusters Score -2858789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -2858789.750000 Penalty: 5000.573730
	Iteration 65Q: 3 clusters Score -2858790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2858793.750000 Penalty: 5000.573730
	Iteration 66Q: 3 clusters Score -2858794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 22122 members 
Entering Unmasked Estep 
Score: -2858793.750000 Penalty: 5000.573730
	Iteration 67F: 3 clusters Score -2858794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Entering Unmasked Estep 
Score: -1122266.000000 Penalty: 2268.026611
	Iteration 0F: 2 clusters Score -1122266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1115007.125000 Penalty: 4536.053223
	Iteration 0F: 3 clusters Score -1115007 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1117110.125000 Penalty: 4536.053223
	Iteration 1F: 3 clusters Score -1117110 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1117378.750000 Penalty: 4536.053223
	Iteration 2F: 3 clusters Score -1117379 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1117554.000000 Penalty: 4536.053223
	Iteration 3Q: 3 clusters Score -1117554 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1117698.250000 Penalty: 4536.053223
	Iteration 4Q: 3 clusters Score -1117698 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1117834.750000 Penalty: 4536.053223
	Iteration 5Q: 3 clusters Score -1117835 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1117971.125000 Penalty: 4536.053223
	Iteration 6Q: 3 clusters Score -1117971 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1118122.750000 Penalty: 4536.053223
	Iteration 7Q: 3 clusters Score -1118123 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1118290.125000 Penalty: 4536.053223
	Iteration 8Q: 3 clusters Score -1118290 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1118446.000000 Penalty: 4536.053223
	Iteration 9Q: 3 clusters Score -1118446 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1118652.875000 Penalty: 4536.053223
	Iteration 10Q: 3 clusters Score -1118653 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1118903.000000 Penalty: 4536.053223
	Iteration 11Q: 3 clusters Score -1118903 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1119162.125000 Penalty: 4536.053223
	Iteration 12Q: 3 clusters Score -1119162 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1119410.000000 Penalty: 4536.053223
	Iteration 13Q: 3 clusters Score -1119410 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1119600.000000 Penalty: 4536.053223
	Iteration 14Q: 3 clusters Score -1119600 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1119757.125000 Penalty: 4536.053223
	Iteration 15Q: 3 clusters Score -1119757 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1119882.250000 Penalty: 4536.053223
	Iteration 16Q: 3 clusters Score -1119882 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1119967.500000 Penalty: 4536.053223
	Iteration 17Q: 3 clusters Score -1119968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1120036.000000 Penalty: 4536.053223
	Iteration 18Q: 3 clusters Score -1120036 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1120090.250000 Penalty: 4536.053223
	Iteration 19Q: 3 clusters Score -1120090 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1120137.875000 Penalty: 4536.053223
	Iteration 20F: 3 clusters Score -1120138 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -1120174.375000 Penalty: 4536.053223
	Iteration 21Q: 3 clusters Score -1120174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1120200.750000 Penalty: 4536.053223
	Iteration 22Q: 3 clusters Score -1120201 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1120217.625000 Penalty: 4536.053223
	Iteration 23Q: 3 clusters Score -1120218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1120233.500000 Penalty: 4536.053223
	Iteration 24Q: 3 clusters Score -1120234 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1120244.375000 Penalty: 4536.053223
	Iteration 25Q: 3 clusters Score -1120244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1120247.750000 Penalty: 4536.053223
	Iteration 26Q: 3 clusters Score -1120248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -1120249.875000 Penalty: 4536.053223
	Iteration 27Q: 3 clusters Score -1120250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -1120251.875000 Penalty: 4536.053223
	Iteration 28Q: 3 clusters Score -1120252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1120250.500000 Penalty: 4536.053223
	Iteration 29Q: 3 clusters Score -1120250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1120250.500000 Penalty: 4536.053223
	Iteration 30F: 3 clusters Score -1120250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -422203.281250 Penalty: 2039.126709
	Iteration 0F: 2 clusters Score -422203.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -418484.906250 Penalty: 4078.253418
	Iteration 0F: 3 clusters Score -418484.9 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -419294.031250 Penalty: 4078.253418
	Iteration 1F: 3 clusters Score -419294 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -419430.718750 Penalty: 4078.253418
	Iteration 2F: 3 clusters Score -419430.7 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -419516.406250 Penalty: 4078.253418
	Iteration 3Q: 3 clusters Score -419516.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -419559.906250 Penalty: 4078.253418
	Iteration 4Q: 3 clusters Score -419559.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -419601.406250 Penalty: 4078.253418
	Iteration 5Q: 3 clusters Score -419601.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -419640.562500 Penalty: 4078.253418
	Iteration 6Q: 3 clusters Score -419640.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -419672.312500 Penalty: 4078.253418
	Iteration 7Q: 3 clusters Score -419672.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -419690.406250 Penalty: 4078.253418
	Iteration 8Q: 3 clusters Score -419690.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -419711.406250 Penalty: 4078.253418
	Iteration 9Q: 3 clusters Score -419711.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -419726.468750 Penalty: 4078.253418
	Iteration 10Q: 3 clusters Score -419726.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -419739.437500 Penalty: 4078.253418
	Iteration 11Q: 3 clusters Score -419739.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -419749.312500 Penalty: 4078.253418
	Iteration 12Q: 3 clusters Score -419749.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -419759.531250 Penalty: 4078.253418
	Iteration 13Q: 3 clusters Score -419759.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -419766.750000 Penalty: 4078.253418
	Iteration 14Q: 3 clusters Score -419766.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -419769.500000 Penalty: 4078.253418
	Iteration 15Q: 3 clusters Score -419769.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -419775.500000 Penalty: 4078.253418
	Iteration 16Q: 3 clusters Score -419775.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -419783.031250 Penalty: 4078.253418
	Iteration 17Q: 3 clusters Score -419783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -419792.687500 Penalty: 4078.253418
	Iteration 18Q: 3 clusters Score -419792.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -419804.750000 Penalty: 4078.253418
	Iteration 19Q: 3 clusters Score -419804.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -419817.593750 Penalty: 4078.253418
	Iteration 20F: 3 clusters Score -419817.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -419829.000000 Penalty: 4078.253418
	Iteration 21Q: 3 clusters Score -419829 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -419841.312500 Penalty: 4078.253418
	Iteration 22Q: 3 clusters Score -419841.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -419850.000000 Penalty: 4078.253418
	Iteration 23Q: 3 clusters Score -419850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -419858.218750 Penalty: 4078.253418
	Iteration 24Q: 3 clusters Score -419858.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -419868.937500 Penalty: 4078.253418
	Iteration 25Q: 3 clusters Score -419868.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -419874.500000 Penalty: 4078.253418
	Iteration 26Q: 3 clusters Score -419874.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -419879.031250 Penalty: 4078.253418
	Iteration 27Q: 3 clusters Score -419879 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -419883.812500 Penalty: 4078.253418
	Iteration 28Q: 3 clusters Score -419883.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -419886.281250 Penalty: 4078.253418
	Iteration 29Q: 3 clusters Score -419886.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -419890.437500 Penalty: 4078.253418
	Iteration 30Q: 3 clusters Score -419890.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -419894.656250 Penalty: 4078.253418
	Iteration 31Q: 3 clusters Score -419894.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -419900.593750 Penalty: 4078.253418
	Iteration 32Q: 3 clusters Score -419900.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -419907.593750 Penalty: 4078.253418
	Iteration 33Q: 3 clusters Score -419907.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -419912.875000 Penalty: 4078.253418
	Iteration 34Q: 3 clusters Score -419912.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -419918.406250 Penalty: 4078.253418
	Iteration 35Q: 3 clusters Score -419918.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -419926.343750 Penalty: 4078.253418
	Iteration 36Q: 3 clusters Score -419926.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -419934.187500 Penalty: 4078.253418
	Iteration 37Q: 3 clusters Score -419934.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -419940.000000 Penalty: 4078.253418
	Iteration 38Q: 3 clusters Score -419940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -419946.156250 Penalty: 4078.253418
	Iteration 39Q: 3 clusters Score -419946.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -419954.156250 Penalty: 4078.253418
	Iteration 40F: 3 clusters Score -419954.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -419961.718750 Penalty: 4078.253418
	Iteration 41Q: 3 clusters Score -419961.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -419968.250000 Penalty: 4078.253418
	Iteration 42Q: 3 clusters Score -419968.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -419974.625000 Penalty: 4078.253418
	Iteration 43Q: 3 clusters Score -419974.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -419979.656250 Penalty: 4078.253418
	Iteration 44Q: 3 clusters Score -419979.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -419985.718750 Penalty: 4078.253418
	Iteration 45Q: 3 clusters Score -419985.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -419990.531250 Penalty: 4078.253418
	Iteration 46Q: 3 clusters Score -419990.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -419997.812500 Penalty: 4078.253418
	Iteration 47Q: 3 clusters Score -419997.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -420004.781250 Penalty: 4078.253418
	Iteration 48Q: 3 clusters Score -420004.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -420009.968750 Penalty: 4078.253418
	Iteration 49Q: 3 clusters Score -420010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -420013.031250 Penalty: 4078.253418
	Iteration 50Q: 3 clusters Score -420013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -420016.562500 Penalty: 4078.253418
	Iteration 51Q: 3 clusters Score -420016.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -420018.718750 Penalty: 4078.253418
	Iteration 52Q: 3 clusters Score -420018.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -420021.843750 Penalty: 4078.253418
	Iteration 53Q: 3 clusters Score -420021.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -420022.312500 Penalty: 4078.253418
	Iteration 54Q: 3 clusters Score -420022.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -420022.781250 Penalty: 4078.253418
	Iteration 55Q: 3 clusters Score -420022.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -420025.312500 Penalty: 4078.253418
	Iteration 56Q: 3 clusters Score -420025.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -420025.906250 Penalty: 4078.253418
	Iteration 57Q: 3 clusters Score -420025.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -420026.750000 Penalty: 4078.253418
	Iteration 58Q: 3 clusters Score -420026.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -420026.750000 Penalty: 4078.253418
	Iteration 59F: 3 clusters Score -420026.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Entering Unmasked Estep 
Score: -767736.500000 Penalty: 2190.843262
	Iteration 0F: 2 clusters Score -767736.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -761999.312500 Penalty: 4381.686523
	Iteration 0F: 3 clusters Score -761999.3 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -763548.875000 Penalty: 4381.686523
	Iteration 1F: 3 clusters Score -763548.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -763809.750000 Penalty: 4381.686523
	Iteration 2F: 3 clusters Score -763809.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -763989.000000 Penalty: 4381.686523
	Iteration 3F: 3 clusters Score -763989 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -764130.937500 Penalty: 4381.686523
	Iteration 4Q: 3 clusters Score -764130.9 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -764255.125000 Penalty: 4381.686523
	Iteration 5Q: 3 clusters Score -764255.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -764373.000000 Penalty: 4381.686523
	Iteration 6Q: 3 clusters Score -764373 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -764471.875000 Penalty: 4381.686523
	Iteration 7Q: 3 clusters Score -764471.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -764575.750000 Penalty: 4381.686523
	Iteration 8Q: 3 clusters Score -764575.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -764679.125000 Penalty: 4381.686523
	Iteration 9Q: 3 clusters Score -764679.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -764762.812500 Penalty: 4381.686523
	Iteration 10Q: 3 clusters Score -764762.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -764865.437500 Penalty: 4381.686523
	Iteration 11Q: 3 clusters Score -764865.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -764974.375000 Penalty: 4381.686523
	Iteration 12Q: 3 clusters Score -764974.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -765076.937500 Penalty: 4381.686523
	Iteration 13Q: 3 clusters Score -765076.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -765158.500000 Penalty: 4381.686523
	Iteration 14Q: 3 clusters Score -765158.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -765234.187500 Penalty: 4381.686523
	Iteration 15Q: 3 clusters Score -765234.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -765290.937500 Penalty: 4381.686523
	Iteration 16Q: 3 clusters Score -765290.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -765346.750000 Penalty: 4381.686523
	Iteration 17Q: 3 clusters Score -765346.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -765400.812500 Penalty: 4381.686523
	Iteration 18Q: 3 clusters Score -765400.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -765450.812500 Penalty: 4381.686523
	Iteration 19Q: 3 clusters Score -765450.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -765506.625000 Penalty: 4381.686523
	Iteration 20F: 3 clusters Score -765506.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -765551.062500 Penalty: 4381.686523
	Iteration 21Q: 3 clusters Score -765551.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -765589.000000 Penalty: 4381.686523
	Iteration 22Q: 3 clusters Score -765589 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -765620.500000 Penalty: 4381.686523
	Iteration 23Q: 3 clusters Score -765620.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -765643.062500 Penalty: 4381.686523
	Iteration 24Q: 3 clusters Score -765643.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -765663.250000 Penalty: 4381.686523
	Iteration 25Q: 3 clusters Score -765663.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -765681.437500 Penalty: 4381.686523
	Iteration 26Q: 3 clusters Score -765681.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -765702.437500 Penalty: 4381.686523
	Iteration 27Q: 3 clusters Score -765702.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -765721.125000 Penalty: 4381.686523
	Iteration 28Q: 3 clusters Score -765721.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -765743.000000 Penalty: 4381.686523
	Iteration 29Q: 3 clusters Score -765743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -765759.000000 Penalty: 4381.686523
	Iteration 30Q: 3 clusters Score -765759 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -765770.000000 Penalty: 4381.686523
	Iteration 31Q: 3 clusters Score -765770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -765776.500000 Penalty: 4381.686523
	Iteration 32Q: 3 clusters Score -765776.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -765784.687500 Penalty: 4381.686523
	Iteration 33Q: 3 clusters Score -765784.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -765791.562500 Penalty: 4381.686523
	Iteration 34Q: 3 clusters Score -765791.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -765802.000000 Penalty: 4381.686523
	Iteration 35Q: 3 clusters Score -765802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -765806.750000 Penalty: 4381.686523
	Iteration 36Q: 3 clusters Score -765806.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -765818.687500 Penalty: 4381.686523
	Iteration 37Q: 3 clusters Score -765818.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -765826.187500 Penalty: 4381.686523
	Iteration 38Q: 3 clusters Score -765826.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -765830.375000 Penalty: 4381.686523
	Iteration 39Q: 3 clusters Score -765830.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -765835.625000 Penalty: 4381.686523
	Iteration 40F: 3 clusters Score -765835.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -765842.750000 Penalty: 4381.686523
	Iteration 41Q: 3 clusters Score -765842.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -765848.437500 Penalty: 4381.686523
	Iteration 42Q: 3 clusters Score -765848.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -765852.000000 Penalty: 4381.686523
	Iteration 43Q: 3 clusters Score -765852 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -765853.875000 Penalty: 4381.686523
	Iteration 44Q: 3 clusters Score -765853.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -765857.562500 Penalty: 4381.686523
	Iteration 45Q: 3 clusters Score -765857.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -765861.187500 Penalty: 4381.686523
	Iteration 46Q: 3 clusters Score -765861.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -765866.062500 Penalty: 4381.686523
	Iteration 47Q: 3 clusters Score -765866.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -765871.500000 Penalty: 4381.686523
	Iteration 48Q: 3 clusters Score -765871.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -765874.625000 Penalty: 4381.686523
	Iteration 49Q: 3 clusters Score -765874.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -765880.312500 Penalty: 4381.686523
	Iteration 50Q: 3 clusters Score -765880.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -765894.750000 Penalty: 4381.686523
	Iteration 51Q: 3 clusters Score -765894.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -765914.625000 Penalty: 4381.686523
	Iteration 52Q: 3 clusters Score -765914.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -765925.812500 Penalty: 4381.686523
	Iteration 53Q: 3 clusters Score -765925.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -765939.187500 Penalty: 4381.686523
	Iteration 54Q: 3 clusters Score -765939.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -765949.000000 Penalty: 4381.686523
	Iteration 55Q: 3 clusters Score -765949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -765959.562500 Penalty: 4381.686523
	Iteration 56Q: 3 clusters Score -765959.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -765970.875000 Penalty: 4381.686523
	Iteration 57Q: 3 clusters Score -765970.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -765987.062500 Penalty: 4381.686523
	Iteration 58Q: 3 clusters Score -765987.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -765998.937500 Penalty: 4381.686523
	Iteration 59Q: 3 clusters Score -765998.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -766020.625000 Penalty: 4381.686523
	Iteration 60F: 3 clusters Score -766020.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -766047.125000 Penalty: 4381.686523
	Iteration 61Q: 3 clusters Score -766047.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -766068.187500 Penalty: 4381.686523
	Iteration 62Q: 3 clusters Score -766068.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -766080.625000 Penalty: 4381.686523
	Iteration 63Q: 3 clusters Score -766080.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -766086.250000 Penalty: 4381.686523
	Iteration 64Q: 3 clusters Score -766086.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -766089.625000 Penalty: 4381.686523
	Iteration 65Q: 3 clusters Score -766089.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -766092.375000 Penalty: 4381.686523
	Iteration 66Q: 3 clusters Score -766092.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -766093.437500 Penalty: 4381.686523
	Iteration 67Q: 3 clusters Score -766093.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -766095.375000 Penalty: 4381.686523
	Iteration 68Q: 3 clusters Score -766095.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -766094.812500 Penalty: 4381.686523
	Iteration 69Q: 3 clusters Score -766094.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -766094.812500 Penalty: 4381.686523
	Iteration 70F: 3 clusters Score -766094.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Entering Unmasked Estep 
Score: -6365876.000000 Penalty: 2706.201172
	Iteration 0F: 2 clusters Score -6365876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -6328964.500000 Penalty: 5412.402344
	Iteration 0F: 3 clusters Score -6328964 nChanged 25434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -6343093.500000 Penalty: 5412.402344
	Iteration 1F: 3 clusters Score -6343094 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -6343506.000000 Penalty: 5412.402344
	Iteration 2Q: 3 clusters Score -6343506 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26313 members 
Mstep: Class 2 contains 28523 members 
Entering Unmasked Estep 
Score: -6343897.000000 Penalty: 5412.402344
	Iteration 3Q: 3 clusters Score -6343897 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 29211 members 
Entering Unmasked Estep 
Score: -6344322.000000 Penalty: 5412.402344
	Iteration 4Q: 3 clusters Score -6344322 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -6344861.500000 Penalty: 5412.402344
	Iteration 5Q: 3 clusters Score -6344862 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -6345478.500000 Penalty: 5412.402344
	Iteration 6Q: 3 clusters Score -6345478 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -6346476.000000 Penalty: 5412.402344
	Iteration 7Q: 3 clusters Score -6346476 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -6347980.000000 Penalty: 5412.402344
	Iteration 8F: 3 clusters Score -6347980 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 39898 members 
Entering Unmasked Estep 
Score: -6350320.500000 Penalty: 5412.402344
	Iteration 9F: 3 clusters Score -6350320 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -6353488.000000 Penalty: 5412.402344
	Iteration 10F: 3 clusters Score -6353488 nChanged 3970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 47806 members 
Entering Unmasked Estep 
Score: -6357097.500000 Penalty: 5412.402344
	Iteration 11F: 3 clusters Score -6357098 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 51026 members 
Entering Unmasked Estep 
Score: -6360183.500000 Penalty: 5412.402344
	Iteration 12F: 3 clusters Score -6360184 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -6361956.000000 Penalty: 5412.402344
	Iteration 13Q: 3 clusters Score -6361956 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -6362772.000000 Penalty: 5412.402344
	Iteration 14Q: 3 clusters Score -6362772 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 54317 members 
Entering Unmasked Estep 
Score: -6363119.500000 Penalty: 5412.402344
	Iteration 15Q: 3 clusters Score -6363120 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 54447 members 
Entering Unmasked Estep 
Score: -6363260.000000 Penalty: 5412.402344
	Iteration 16Q: 3 clusters Score -6363260 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -6363337.000000 Penalty: 5412.402344
	Iteration 17Q: 3 clusters Score -6363337 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -6363379.000000 Penalty: 5412.402344
	Iteration 18Q: 3 clusters Score -6363379 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -6363400.500000 Penalty: 5412.402344
	Iteration 19Q: 3 clusters Score -6363400 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 54559 members 
Entering Unmasked Estep 
Score: -6363434.000000 Penalty: 5412.402344
	Iteration 20F: 3 clusters Score -6363434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 54566 members 
Entering Unmasked Estep 
Score: -6363445.000000 Penalty: 5412.402344
	Iteration 21Q: 3 clusters Score -6363445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 54570 members 
Entering Unmasked Estep 
Score: -6363456.000000 Penalty: 5412.402344
	Iteration 22Q: 3 clusters Score -6363456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 54576 members 
Entering Unmasked Estep 
Score: -6363464.000000 Penalty: 5412.402344
	Iteration 23Q: 3 clusters Score -6363464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 54579 members 
Entering Unmasked Estep 
Score: -6363469.000000 Penalty: 5412.402344
	Iteration 24Q: 3 clusters Score -6363469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -6363470.500000 Penalty: 5412.402344
	Iteration 25Q: 3 clusters Score -6363470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 54581 members 
Entering Unmasked Estep 
Score: -6363470.500000 Penalty: 5412.402344
	Iteration 26F: 3 clusters Score -6363470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Entering Unmasked Estep 
Score: -247925.531250 Penalty: 1927.642700
	Iteration 0F: 2 clusters Score -247925.5 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 1182 members 
Entering Unmasked Estep 
Score: -245053.453125 Penalty: 3855.285400
	Iteration 0F: 3 clusters Score -245053.5 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -245638.203125 Penalty: 3855.285400
	Iteration 1F: 3 clusters Score -245638.2 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -245838.234375 Penalty: 3855.285400
	Iteration 2F: 3 clusters Score -245838.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -245959.125000 Penalty: 3855.285400
	Iteration 3F: 3 clusters Score -245959.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -246046.593750 Penalty: 3855.285400
	Iteration 4Q: 3 clusters Score -246046.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -246118.343750 Penalty: 3855.285400
	Iteration 5Q: 3 clusters Score -246118.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -246177.750000 Penalty: 3855.285400
	Iteration 6Q: 3 clusters Score -246177.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -246212.390625 Penalty: 3855.285400
	Iteration 7Q: 3 clusters Score -246212.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -246244.218750 Penalty: 3855.285400
	Iteration 8Q: 3 clusters Score -246244.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -246271.109375 Penalty: 3855.285400
	Iteration 9Q: 3 clusters Score -246271.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -246297.296875 Penalty: 3855.285400
	Iteration 10Q: 3 clusters Score -246297.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -246325.765625 Penalty: 3855.285400
	Iteration 11Q: 3 clusters Score -246325.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -246343.531250 Penalty: 3855.285400
	Iteration 12Q: 3 clusters Score -246343.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -246361.484375 Penalty: 3855.285400
	Iteration 13Q: 3 clusters Score -246361.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -246376.546875 Penalty: 3855.285400
	Iteration 14Q: 3 clusters Score -246376.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -246394.640625 Penalty: 3855.285400
	Iteration 15Q: 3 clusters Score -246394.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -246409.437500 Penalty: 3855.285400
	Iteration 16Q: 3 clusters Score -246409.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -246426.359375 Penalty: 3855.285400
	Iteration 17Q: 3 clusters Score -246426.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -246435.656250 Penalty: 3855.285400
	Iteration 18Q: 3 clusters Score -246435.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -246442.328125 Penalty: 3855.285400
	Iteration 19Q: 3 clusters Score -246442.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -246446.718750 Penalty: 3855.285400
	Iteration 20F: 3 clusters Score -246446.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -246450.718750 Penalty: 3855.285400
	Iteration 21Q: 3 clusters Score -246450.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -246453.109375 Penalty: 3855.285400
	Iteration 22Q: 3 clusters Score -246453.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -246454.609375 Penalty: 3855.285400
	Iteration 23Q: 3 clusters Score -246454.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -246456.671875 Penalty: 3855.285400
	Iteration 24Q: 3 clusters Score -246456.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -246458.156250 Penalty: 3855.285400
	Iteration 25Q: 3 clusters Score -246458.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -246459.375000 Penalty: 3855.285400
	Iteration 26Q: 3 clusters Score -246459.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -246462.218750 Penalty: 3855.285400
	Iteration 27Q: 3 clusters Score -246462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -246465.546875 Penalty: 3855.285400
	Iteration 28Q: 3 clusters Score -246465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -246466.656250 Penalty: 3855.285400
	Iteration 29Q: 3 clusters Score -246466.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -246467.750000 Penalty: 3855.285400
	Iteration 30Q: 3 clusters Score -246467.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -246469.312500 Penalty: 3855.285400
	Iteration 31Q: 3 clusters Score -246469.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -246469.578125 Penalty: 3855.285400
	Iteration 32Q: 3 clusters Score -246469.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -246470.671875 Penalty: 3855.285400
	Iteration 33Q: 3 clusters Score -246470.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -246471.031250 Penalty: 3855.285400
	Iteration 34Q: 3 clusters Score -246471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -246472.265625 Penalty: 3855.285400
	Iteration 35Q: 3 clusters Score -246472.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -246472.640625 Penalty: 3855.285400
	Iteration 36Q: 3 clusters Score -246472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -246474.687500 Penalty: 3855.285400
	Iteration 37Q: 3 clusters Score -246474.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -246474.687500 Penalty: 3855.285400
	Iteration 38F: 3 clusters Score -246474.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (241187 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241187 members 
Entering Unmasked Estep 
Score: -28367626.000000 Penalty: 3073.545166
	Iteration 0F: 2 clusters Score -2.836763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120363 members 
Mstep: Class 2 contains 120824 members 
Entering Unmasked Estep 
Score: -28214148.000000 Penalty: 6147.090332
	Iteration 0F: 3 clusters Score -2.821415e+07 nChanged 116400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116403 members 
Mstep: Class 2 contains 124784 members 
Entering Unmasked Estep 
Score: -28283846.000000 Penalty: 6147.090332
	Iteration 1F: 3 clusters Score -2.828385e+07 nChanged 8327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114258 members 
Mstep: Class 2 contains 126929 members 
Entering Unmasked Estep 
Score: -28286520.000000 Penalty: 6147.090332
	Iteration 2Q: 3 clusters Score -2.828652e+07 nChanged 9382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111298 members 
Mstep: Class 2 contains 129889 members 
Entering Unmasked Estep 
Score: -28290018.000000 Penalty: 6147.090332
	Iteration 3Q: 3 clusters Score -2.829002e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107477 members 
Mstep: Class 2 contains 133710 members 
Entering Unmasked Estep 
Score: -28295276.000000 Penalty: 6147.090332
	Iteration 4Q: 3 clusters Score -2.829528e+07 nChanged 12602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102973 members 
Mstep: Class 2 contains 138214 members 
Entering Unmasked Estep 
Score: -28303314.000000 Penalty: 6147.090332
	Iteration 5F: 3 clusters Score -2.830331e+07 nChanged 14848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98191 members 
Mstep: Class 2 contains 142996 members 
Entering Unmasked Estep 
Score: -28313950.000000 Penalty: 6147.090332
	Iteration 6F: 3 clusters Score -2.831395e+07 nChanged 16207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93912 members 
Mstep: Class 2 contains 147275 members 
Entering Unmasked Estep 
Score: -28326334.000000 Penalty: 6147.090332
	Iteration 7F: 3 clusters Score -2.832633e+07 nChanged 15589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90781 members 
Mstep: Class 2 contains 150406 members 
Entering Unmasked Estep 
Score: -28337080.000000 Penalty: 6147.090332
	Iteration 8F: 3 clusters Score -2.833708e+07 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88513 members 
Mstep: Class 2 contains 152674 members 
Entering Unmasked Estep 
Score: -28343612.000000 Penalty: 6147.090332
	Iteration 9F: 3 clusters Score -2.834361e+07 nChanged 8758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86473 members 
Mstep: Class 2 contains 154714 members 
Entering Unmasked Estep 
Score: -28346500.000000 Penalty: 6147.090332
	Iteration 10Q: 3 clusters Score -2.83465e+07 nChanged 5418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 156656 members 
Entering Unmasked Estep 
Score: -28347592.000000 Penalty: 6147.090332
	Iteration 11Q: 3 clusters Score -2.834759e+07 nChanged 3676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82723 members 
Mstep: Class 2 contains 158464 members 
Entering Unmasked Estep 
Score: -28348208.000000 Penalty: 6147.090332
	Iteration 12Q: 3 clusters Score -2.834821e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80944 members 
Mstep: Class 2 contains 160243 members 
Entering Unmasked Estep 
Score: -28348672.000000 Penalty: 6147.090332
	Iteration 13Q: 3 clusters Score -2.834867e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79249 members 
Mstep: Class 2 contains 161938 members 
Entering Unmasked Estep 
Score: -28349154.000000 Penalty: 6147.090332
	Iteration 14Q: 3 clusters Score -2.834915e+07 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77559 members 
Mstep: Class 2 contains 163628 members 
Entering Unmasked Estep 
Score: -28349698.000000 Penalty: 6147.090332
	Iteration 15Q: 3 clusters Score -2.83497e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75944 members 
Mstep: Class 2 contains 165243 members 
Entering Unmasked Estep 
Score: -28350180.000000 Penalty: 6147.090332
	Iteration 16Q: 3 clusters Score -2.835018e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74354 members 
Mstep: Class 2 contains 166833 members 
Entering Unmasked Estep 
Score: -28350628.000000 Penalty: 6147.090332
	Iteration 17Q: 3 clusters Score -2.835063e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72862 members 
Mstep: Class 2 contains 168325 members 
Entering Unmasked Estep 
Score: -28351266.000000 Penalty: 6147.090332
	Iteration 18Q: 3 clusters Score -2.835127e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71563 members 
Mstep: Class 2 contains 169624 members 
Entering Unmasked Estep 
Score: -28351832.000000 Penalty: 6147.090332
	Iteration 19Q: 3 clusters Score -2.835183e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70291 members 
Mstep: Class 2 contains 170896 members 
Entering Unmasked Estep 
Score: -28352340.000000 Penalty: 6147.090332
	Iteration 20F: 3 clusters Score -2.835234e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69087 members 
Mstep: Class 2 contains 172100 members 
Entering Unmasked Estep 
Score: -28352746.000000 Penalty: 6147.090332
	Iteration 21Q: 3 clusters Score -2.835275e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67936 members 
Mstep: Class 2 contains 173251 members 
Entering Unmasked Estep 
Score: -28353240.000000 Penalty: 6147.090332
	Iteration 22Q: 3 clusters Score -2.835324e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66840 members 
Mstep: Class 2 contains 174347 members 
Entering Unmasked Estep 
Score: -28353608.000000 Penalty: 6147.090332
	Iteration 23Q: 3 clusters Score -2.835361e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65818 members 
Mstep: Class 2 contains 175369 members 
Entering Unmasked Estep 
Score: -28353926.000000 Penalty: 6147.090332
	Iteration 24Q: 3 clusters Score -2.835393e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64855 members 
Mstep: Class 2 contains 176332 members 
Entering Unmasked Estep 
Score: -28354104.000000 Penalty: 6147.090332
	Iteration 25Q: 3 clusters Score -2.83541e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63942 members 
Mstep: Class 2 contains 177245 members 
Entering Unmasked Estep 
Score: -28354476.000000 Penalty: 6147.090332
	Iteration 26Q: 3 clusters Score -2.835448e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63028 members 
Mstep: Class 2 contains 178159 members 
Entering Unmasked Estep 
Score: -28354656.000000 Penalty: 6147.090332
	Iteration 27Q: 3 clusters Score -2.835466e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62055 members 
Mstep: Class 2 contains 179132 members 
Entering Unmasked Estep 
Score: -28354770.000000 Penalty: 6147.090332
	Iteration 28Q: 3 clusters Score -2.835477e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61178 members 
Mstep: Class 2 contains 180009 members 
Entering Unmasked Estep 
Score: -28354862.000000 Penalty: 6147.090332
	Iteration 29Q: 3 clusters Score -2.835486e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 180789 members 
Entering Unmasked Estep 
Score: -28355016.000000 Penalty: 6147.090332
	Iteration 30Q: 3 clusters Score -2.835502e+07 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 181603 members 
Entering Unmasked Estep 
Score: -28355222.000000 Penalty: 6147.090332
	Iteration 31Q: 3 clusters Score -2.835522e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Mstep: Class 2 contains 182308 members 
Entering Unmasked Estep 
Score: -28355214.000000 Penalty: 6147.090332
	Iteration 32Q: 3 clusters Score -2.835521e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58177 members 
Mstep: Class 2 contains 183010 members 
Entering Unmasked Estep 
Score: -28355362.000000 Penalty: 6147.090332
	Iteration 33Q: 3 clusters Score -2.835536e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57455 members 
Mstep: Class 2 contains 183732 members 
Entering Unmasked Estep 
Score: -28355406.000000 Penalty: 6147.090332
	Iteration 34Q: 3 clusters Score -2.835541e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56731 members 
Mstep: Class 2 contains 184456 members 
Entering Unmasked Estep 
Score: -28355566.000000 Penalty: 6147.090332
	Iteration 35Q: 3 clusters Score -2.835557e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56004 members 
Mstep: Class 2 contains 185183 members 
Entering Unmasked Estep 
Score: -28355674.000000 Penalty: 6147.090332
	Iteration 36Q: 3 clusters Score -2.835567e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55299 members 
Mstep: Class 2 contains 185888 members 
Entering Unmasked Estep 
Score: -28355712.000000 Penalty: 6147.090332
	Iteration 37Q: 3 clusters Score -2.835571e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54642 members 
Mstep: Class 2 contains 186545 members 
Entering Unmasked Estep 
Score: -28355860.000000 Penalty: 6147.090332
	Iteration 38Q: 3 clusters Score -2.835586e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53993 members 
Mstep: Class 2 contains 187194 members 
Entering Unmasked Estep 
Score: -28355952.000000 Penalty: 6147.090332
	Iteration 39Q: 3 clusters Score -2.835595e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 187835 members 
Entering Unmasked Estep 
Score: -28356016.000000 Penalty: 6147.090332
	Iteration 40F: 3 clusters Score -2.835602e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52690 members 
Mstep: Class 2 contains 188497 members 
Entering Unmasked Estep 
Score: -28356112.000000 Penalty: 6147.090332
	Iteration 41Q: 3 clusters Score -2.835611e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52025 members 
Mstep: Class 2 contains 189162 members 
Entering Unmasked Estep 
Score: -28356238.000000 Penalty: 6147.090332
	Iteration 42Q: 3 clusters Score -2.835624e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51377 members 
Mstep: Class 2 contains 189810 members 
Entering Unmasked Estep 
Score: -28356304.000000 Penalty: 6147.090332
	Iteration 43Q: 3 clusters Score -2.83563e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 190425 members 
Entering Unmasked Estep 
Score: -28356388.000000 Penalty: 6147.090332
	Iteration 44Q: 3 clusters Score -2.835639e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 191035 members 
Entering Unmasked Estep 
Score: -28356442.000000 Penalty: 6147.090332
	Iteration 45Q: 3 clusters Score -2.835644e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 191574 members 
Entering Unmasked Estep 
Score: -28356460.000000 Penalty: 6147.090332
	Iteration 46Q: 3 clusters Score -2.835646e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 192070 members 
Entering Unmasked Estep 
Score: -28356388.000000 Penalty: 6147.090332
	Iteration 47Q: 3 clusters Score -2.835639e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48680 members 
Mstep: Class 2 contains 192507 members 
Entering Unmasked Estep 
Score: -28356424.000000 Penalty: 6147.090332
	Iteration 48Q: 3 clusters Score -2.835642e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48214 members 
Mstep: Class 2 contains 192973 members 
Entering Unmasked Estep 
Score: -28356426.000000 Penalty: 6147.090332
	Iteration 49Q: 3 clusters Score -2.835643e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47773 members 
Mstep: Class 2 contains 193414 members 
Entering Unmasked Estep 
Score: -28356482.000000 Penalty: 6147.090332
	Iteration 50Q: 3 clusters Score -2.835648e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47352 members 
Mstep: Class 2 contains 193835 members 
Entering Unmasked Estep 
Score: -28356442.000000 Penalty: 6147.090332
	Iteration 51Q: 3 clusters Score -2.835644e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 194294 members 
Entering Unmasked Estep 
Score: -28356494.000000 Penalty: 6147.090332
	Iteration 52Q: 3 clusters Score -2.835649e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46489 members 
Mstep: Class 2 contains 194698 members 
Entering Unmasked Estep 
Score: -28356616.000000 Penalty: 6147.090332
	Iteration 53Q: 3 clusters Score -2.835662e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46113 members 
Mstep: Class 2 contains 195074 members 
Entering Unmasked Estep 
Score: -28356734.000000 Penalty: 6147.090332
	Iteration 54Q: 3 clusters Score -2.835673e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45764 members 
Mstep: Class 2 contains 195423 members 
Entering Unmasked Estep 
Score: -28356758.000000 Penalty: 6147.090332
	Iteration 55Q: 3 clusters Score -2.835676e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45432 members 
Mstep: Class 2 contains 195755 members 
Entering Unmasked Estep 
Score: -28356666.000000 Penalty: 6147.090332
	Iteration 56Q: 3 clusters Score -2.835667e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 196095 members 
Entering Unmasked Estep 
Score: -28356592.000000 Penalty: 6147.090332
	Iteration 57Q: 3 clusters Score -2.835659e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 196419 members 
Entering Unmasked Estep 
Score: -28356608.000000 Penalty: 6147.090332
	Iteration 58Q: 3 clusters Score -2.835661e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44458 members 
Mstep: Class 2 contains 196729 members 
Entering Unmasked Estep 
Score: -28356588.000000 Penalty: 6147.090332
	Iteration 59Q: 3 clusters Score -2.835659e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44142 members 
Mstep: Class 2 contains 197045 members 
Entering Unmasked Estep 
Score: -28356574.000000 Penalty: 6147.090332
	Iteration 60F: 3 clusters Score -2.835657e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 197352 members 
Entering Unmasked Estep 
Score: -28356598.000000 Penalty: 6147.090332
	Iteration 61Q: 3 clusters Score -2.83566e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43526 members 
Mstep: Class 2 contains 197661 members 
Entering Unmasked Estep 
Score: -28356620.000000 Penalty: 6147.090332
	Iteration 62Q: 3 clusters Score -2.835662e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 197919 members 
Entering Unmasked Estep 
Score: -28356618.000000 Penalty: 6147.090332
	Iteration 63Q: 3 clusters Score -2.835662e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 198180 members 
Entering Unmasked Estep 
Score: -28356684.000000 Penalty: 6147.090332
	Iteration 64Q: 3 clusters Score -2.835668e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42734 members 
Mstep: Class 2 contains 198453 members 
Entering Unmasked Estep 
Score: -28356674.000000 Penalty: 6147.090332
	Iteration 65Q: 3 clusters Score -2.835667e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 198711 members 
Entering Unmasked Estep 
Score: -28356710.000000 Penalty: 6147.090332
	Iteration 66Q: 3 clusters Score -2.835671e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42200 members 
Mstep: Class 2 contains 198987 members 
Entering Unmasked Estep 
Score: -28356780.000000 Penalty: 6147.090332
	Iteration 67Q: 3 clusters Score -2.835678e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41938 members 
Mstep: Class 2 contains 199249 members 
Entering Unmasked Estep 
Score: -28356738.000000 Penalty: 6147.090332
	Iteration 68Q: 3 clusters Score -2.835674e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41694 members 
Mstep: Class 2 contains 199493 members 
Entering Unmasked Estep 
Score: -28356764.000000 Penalty: 6147.090332
	Iteration 69Q: 3 clusters Score -2.835676e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 199714 members 
Entering Unmasked Estep 
Score: -28356782.000000 Penalty: 6147.090332
	Iteration 70Q: 3 clusters Score -2.835678e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41254 members 
Mstep: Class 2 contains 199933 members 
Entering Unmasked Estep 
Score: -28356782.000000 Penalty: 6147.090332
	Iteration 71Q: 3 clusters Score -2.835678e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41056 members 
Mstep: Class 2 contains 200131 members 
Entering Unmasked Estep 
Score: -28356806.000000 Penalty: 6147.090332
	Iteration 72Q: 3 clusters Score -2.835681e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40840 members 
Mstep: Class 2 contains 200347 members 
Entering Unmasked Estep 
Score: -28356882.000000 Penalty: 6147.090332
	Iteration 73Q: 3 clusters Score -2.835688e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 200575 members 
Entering Unmasked Estep 
Score: -28356942.000000 Penalty: 6147.090332
	Iteration 74Q: 3 clusters Score -2.835694e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 200791 members 
Entering Unmasked Estep 
Score: -28356922.000000 Penalty: 6147.090332
	Iteration 75Q: 3 clusters Score -2.835692e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40183 members 
Mstep: Class 2 contains 201004 members 
Entering Unmasked Estep 
Score: -28356926.000000 Penalty: 6147.090332
	Iteration 76Q: 3 clusters Score -2.835693e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 201200 members 
Entering Unmasked Estep 
Score: -28356970.000000 Penalty: 6147.090332
	Iteration 77Q: 3 clusters Score -2.835697e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 201372 members 
Entering Unmasked Estep 
Score: -28356950.000000 Penalty: 6147.090332
	Iteration 78Q: 3 clusters Score -2.835695e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39624 members 
Mstep: Class 2 contains 201563 members 
Entering Unmasked Estep 
Score: -28356964.000000 Penalty: 6147.090332
	Iteration 79Q: 3 clusters Score -2.835696e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39435 members 
Mstep: Class 2 contains 201752 members 
Entering Unmasked Estep 
Score: -28356992.000000 Penalty: 6147.090332
	Iteration 80F: 3 clusters Score -2.835699e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39241 members 
Mstep: Class 2 contains 201946 members 
Entering Unmasked Estep 
Score: -28357012.000000 Penalty: 6147.090332
	Iteration 81Q: 3 clusters Score -2.835701e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 202134 members 
Entering Unmasked Estep 
Score: -28357002.000000 Penalty: 6147.090332
	Iteration 82Q: 3 clusters Score -2.8357e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 202347 members 
Entering Unmasked Estep 
Score: -28357028.000000 Penalty: 6147.090332
	Iteration 83Q: 3 clusters Score -2.835703e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38618 members 
Mstep: Class 2 contains 202569 members 
Entering Unmasked Estep 
Score: -28357054.000000 Penalty: 6147.090332
	Iteration 84Q: 3 clusters Score -2.835705e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38408 members 
Mstep: Class 2 contains 202779 members 
Entering Unmasked Estep 
Score: -28357132.000000 Penalty: 6147.090332
	Iteration 85Q: 3 clusters Score -2.835713e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 202957 members 
Entering Unmasked Estep 
Score: -28357162.000000 Penalty: 6147.090332
	Iteration 86Q: 3 clusters Score -2.835716e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 203110 members 
Entering Unmasked Estep 
Score: -28357224.000000 Penalty: 6147.090332
	Iteration 87Q: 3 clusters Score -2.835722e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37934 members 
Mstep: Class 2 contains 203253 members 
Entering Unmasked Estep 
Score: -28357270.000000 Penalty: 6147.090332
	Iteration 88Q: 3 clusters Score -2.835727e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 203396 members 
Entering Unmasked Estep 
Score: -28357268.000000 Penalty: 6147.090332
	Iteration 89Q: 3 clusters Score -2.835727e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 203546 members 
Entering Unmasked Estep 
Score: -28357304.000000 Penalty: 6147.090332
	Iteration 90Q: 3 clusters Score -2.83573e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 203707 members 
Entering Unmasked Estep 
Score: -28357322.000000 Penalty: 6147.090332
	Iteration 91Q: 3 clusters Score -2.835732e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 203859 members 
Entering Unmasked Estep 
Score: -28357344.000000 Penalty: 6147.090332
	Iteration 92Q: 3 clusters Score -2.835734e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 204018 members 
Entering Unmasked Estep 
Score: -28357374.000000 Penalty: 6147.090332
	Iteration 93Q: 3 clusters Score -2.835737e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 204188 members 
Entering Unmasked Estep 
Score: -28357424.000000 Penalty: 6147.090332
	Iteration 94Q: 3 clusters Score -2.835742e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 204364 members 
Entering Unmasked Estep 
Score: -28357444.000000 Penalty: 6147.090332
	Iteration 95Q: 3 clusters Score -2.835744e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 204533 members 
Entering Unmasked Estep 
Score: -28357484.000000 Penalty: 6147.090332
	Iteration 96Q: 3 clusters Score -2.835748e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 204702 members 
Entering Unmasked Estep 
Score: -28357536.000000 Penalty: 6147.090332
	Iteration 97Q: 3 clusters Score -2.835754e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 204877 members 
Entering Unmasked Estep 
Score: -28357542.000000 Penalty: 6147.090332
	Iteration 98Q: 3 clusters Score -2.835754e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 205059 members 
Entering Unmasked Estep 
Score: -28357576.000000 Penalty: 6147.090332
	Iteration 99Q: 3 clusters Score -2.835758e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35947 members 
Mstep: Class 2 contains 205240 members 
Entering Unmasked Estep 
Score: -28357620.000000 Penalty: 6147.090332
	Iteration 100F: 3 clusters Score -2.835762e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 205429 members 
Entering Unmasked Estep 
Score: -28357624.000000 Penalty: 6147.090332
	Iteration 101Q: 3 clusters Score -2.835762e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 205641 members 
Entering Unmasked Estep 
Score: -28357684.000000 Penalty: 6147.090332
	Iteration 102Q: 3 clusters Score -2.835768e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 205860 members 
Entering Unmasked Estep 
Score: -28357662.000000 Penalty: 6147.090332
	Iteration 103Q: 3 clusters Score -2.835766e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35068 members 
Mstep: Class 2 contains 206119 members 
Entering Unmasked Estep 
Score: -28357690.000000 Penalty: 6147.090332
	Iteration 104Q: 3 clusters Score -2.835769e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34809 members 
Mstep: Class 2 contains 206378 members 
Entering Unmasked Estep 
Score: -28357718.000000 Penalty: 6147.090332
	Iteration 105Q: 3 clusters Score -2.835772e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 206640 members 
Entering Unmasked Estep 
Score: -28357806.000000 Penalty: 6147.090332
	Iteration 106Q: 3 clusters Score -2.835781e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 206907 members 
Entering Unmasked Estep 
Score: -28357814.000000 Penalty: 6147.090332
	Iteration 107Q: 3 clusters Score -2.835781e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 207166 members 
Entering Unmasked Estep 
Score: -28357864.000000 Penalty: 6147.090332
	Iteration 108Q: 3 clusters Score -2.835786e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33750 members 
Mstep: Class 2 contains 207437 members 
Entering Unmasked Estep 
Score: -28357898.000000 Penalty: 6147.090332
	Iteration 109Q: 3 clusters Score -2.83579e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 207711 members 
Entering Unmasked Estep 
Score: -28357900.000000 Penalty: 6147.090332
	Iteration 110Q: 3 clusters Score -2.83579e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 207972 members 
Entering Unmasked Estep 
Score: -28357958.000000 Penalty: 6147.090332
	Iteration 111Q: 3 clusters Score -2.835796e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32922 members 
Mstep: Class 2 contains 208265 members 
Entering Unmasked Estep 
Score: -28358010.000000 Penalty: 6147.090332
	Iteration 112Q: 3 clusters Score -2.835801e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 208532 members 
Entering Unmasked Estep 
Score: -28358024.000000 Penalty: 6147.090332
	Iteration 113Q: 3 clusters Score -2.835802e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32366 members 
Mstep: Class 2 contains 208821 members 
Entering Unmasked Estep 
Score: -28358112.000000 Penalty: 6147.090332
	Iteration 114Q: 3 clusters Score -2.835811e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32086 members 
Mstep: Class 2 contains 209101 members 
Entering Unmasked Estep 
Score: -28358168.000000 Penalty: 6147.090332
	Iteration 115Q: 3 clusters Score -2.835817e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 209384 members 
Entering Unmasked Estep 
Score: -28358240.000000 Penalty: 6147.090332
	Iteration 116Q: 3 clusters Score -2.835824e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 209699 members 
Entering Unmasked Estep 
Score: -28358294.000000 Penalty: 6147.090332
	Iteration 117Q: 3 clusters Score -2.835829e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 210002 members 
Entering Unmasked Estep 
Score: -28358388.000000 Penalty: 6147.090332
	Iteration 118Q: 3 clusters Score -2.835839e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30893 members 
Mstep: Class 2 contains 210294 members 
Entering Unmasked Estep 
Score: -28358400.000000 Penalty: 6147.090332
	Iteration 119Q: 3 clusters Score -2.83584e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 210595 members 
Entering Unmasked Estep 
Score: -28358392.000000 Penalty: 6147.090332
	Iteration 120F: 3 clusters Score -2.835839e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30279 members 
Mstep: Class 2 contains 210908 members 
Entering Unmasked Estep 
Score: -28358480.000000 Penalty: 6147.090332
	Iteration 121Q: 3 clusters Score -2.835848e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29946 members 
Mstep: Class 2 contains 211241 members 
Entering Unmasked Estep 
Score: -28358546.000000 Penalty: 6147.090332
	Iteration 122Q: 3 clusters Score -2.835855e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 211565 members 
Entering Unmasked Estep 
Score: -28358622.000000 Penalty: 6147.090332
	Iteration 123Q: 3 clusters Score -2.835862e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29277 members 
Mstep: Class 2 contains 211910 members 
Entering Unmasked Estep 
Score: -28358680.000000 Penalty: 6147.090332
	Iteration 124Q: 3 clusters Score -2.835868e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Mstep: Class 2 contains 212209 members 
Entering Unmasked Estep 
Score: -28358776.000000 Penalty: 6147.090332
	Iteration 125Q: 3 clusters Score -2.835878e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28689 members 
Mstep: Class 2 contains 212498 members 
Entering Unmasked Estep 
Score: -28358832.000000 Penalty: 6147.090332
	Iteration 126Q: 3 clusters Score -2.835883e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28408 members 
Mstep: Class 2 contains 212779 members 
Entering Unmasked Estep 
Score: -28358874.000000 Penalty: 6147.090332
	Iteration 127Q: 3 clusters Score -2.835887e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 213020 members 
Entering Unmasked Estep 
Score: -28358908.000000 Penalty: 6147.090332
	Iteration 128Q: 3 clusters Score -2.835891e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 213277 members 
Entering Unmasked Estep 
Score: -28358950.000000 Penalty: 6147.090332
	Iteration 129Q: 3 clusters Score -2.835895e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 213545 members 
Entering Unmasked Estep 
Score: -28358956.000000 Penalty: 6147.090332
	Iteration 130Q: 3 clusters Score -2.835896e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27366 members 
Mstep: Class 2 contains 213821 members 
Entering Unmasked Estep 
Score: -28359048.000000 Penalty: 6147.090332
	Iteration 131Q: 3 clusters Score -2.835905e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 214111 members 
Entering Unmasked Estep 
Score: -28359090.000000 Penalty: 6147.090332
	Iteration 132Q: 3 clusters Score -2.835909e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 214408 members 
Entering Unmasked Estep 
Score: -28359166.000000 Penalty: 6147.090332
	Iteration 133Q: 3 clusters Score -2.835917e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 214706 members 
Entering Unmasked Estep 
Score: -28359248.000000 Penalty: 6147.090332
	Iteration 134Q: 3 clusters Score -2.835925e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26170 members 
Mstep: Class 2 contains 215017 members 
Entering Unmasked Estep 
Score: -28359354.000000 Penalty: 6147.090332
	Iteration 135Q: 3 clusters Score -2.835935e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 215347 members 
Entering Unmasked Estep 
Score: -28359474.000000 Penalty: 6147.090332
	Iteration 136Q: 3 clusters Score -2.835947e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25501 members 
Mstep: Class 2 contains 215686 members 
Entering Unmasked Estep 
Score: -28359546.000000 Penalty: 6147.090332
	Iteration 137Q: 3 clusters Score -2.835955e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 216023 members 
Entering Unmasked Estep 
Score: -28359606.000000 Penalty: 6147.090332
	Iteration 138Q: 3 clusters Score -2.835961e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24770 members 
Mstep: Class 2 contains 216417 members 
Entering Unmasked Estep 
Score: -28359662.000000 Penalty: 6147.090332
	Iteration 139Q: 3 clusters Score -2.835966e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 216812 members 
Entering Unmasked Estep 
Score: -28359726.000000 Penalty: 6147.090332
	Iteration 140F: 3 clusters Score -2.835973e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 217164 members 
Entering Unmasked Estep 
Score: -28359774.000000 Penalty: 6147.090332
	Iteration 141Q: 3 clusters Score -2.835977e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 217517 members 
Entering Unmasked Estep 
Score: -28359842.000000 Penalty: 6147.090332
	Iteration 142Q: 3 clusters Score -2.835984e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 217862 members 
Entering Unmasked Estep 
Score: -28359834.000000 Penalty: 6147.090332
	Iteration 143Q: 3 clusters Score -2.835983e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 218243 members 
Entering Unmasked Estep 
Score: -28359930.000000 Penalty: 6147.090332
	Iteration 144Q: 3 clusters Score -2.835993e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 218605 members 
Entering Unmasked Estep 
Score: -28360064.000000 Penalty: 6147.090332
	Iteration 145Q: 3 clusters Score -2.836006e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22203 members 
Mstep: Class 2 contains 218984 members 
Entering Unmasked Estep 
Score: -28360186.000000 Penalty: 6147.090332
	Iteration 146Q: 3 clusters Score -2.836019e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 219365 members 
Entering Unmasked Estep 
Score: -28360196.000000 Penalty: 6147.090332
	Iteration 147Q: 3 clusters Score -2.83602e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21445 members 
Mstep: Class 2 contains 219742 members 
Entering Unmasked Estep 
Score: -28360272.000000 Penalty: 6147.090332
	Iteration 148Q: 3 clusters Score -2.836027e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21067 members 
Mstep: Class 2 contains 220120 members 
Entering Unmasked Estep 
Score: -28360366.000000 Penalty: 6147.090332
	Iteration 149Q: 3 clusters Score -2.836037e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20691 members 
Mstep: Class 2 contains 220496 members 
Entering Unmasked Estep 
Score: -28360524.000000 Penalty: 6147.090332
	Iteration 150Q: 3 clusters Score -2.836052e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 220839 members 
Entering Unmasked Estep 
Score: -28360658.000000 Penalty: 6147.090332
	Iteration 151Q: 3 clusters Score -2.836066e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20023 members 
Mstep: Class 2 contains 221164 members 
Entering Unmasked Estep 
Score: -28360662.000000 Penalty: 6147.090332
	Iteration 152Q: 3 clusters Score -2.836066e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 221488 members 
Entering Unmasked Estep 
Score: -28360722.000000 Penalty: 6147.090332
	Iteration 153Q: 3 clusters Score -2.836072e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 221797 members 
Entering Unmasked Estep 
Score: -28360792.000000 Penalty: 6147.090332
	Iteration 154Q: 3 clusters Score -2.836079e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19105 members 
Mstep: Class 2 contains 222082 members 
Entering Unmasked Estep 
Score: -28360880.000000 Penalty: 6147.090332
	Iteration 155Q: 3 clusters Score -2.836088e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 222341 members 
Entering Unmasked Estep 
Score: -28360948.000000 Penalty: 6147.090332
	Iteration 156Q: 3 clusters Score -2.836095e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 222608 members 
Entering Unmasked Estep 
Score: -28360968.000000 Penalty: 6147.090332
	Iteration 157Q: 3 clusters Score -2.836097e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 222859 members 
Entering Unmasked Estep 
Score: -28361016.000000 Penalty: 6147.090332
	Iteration 158Q: 3 clusters Score -2.836102e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 223120 members 
Entering Unmasked Estep 
Score: -28361078.000000 Penalty: 6147.090332
	Iteration 159Q: 3 clusters Score -2.836108e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 223381 members 
Entering Unmasked Estep 
Score: -28361192.000000 Penalty: 6147.090332
	Iteration 160F: 3 clusters Score -2.836119e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 223642 members 
Entering Unmasked Estep 
Score: -28361242.000000 Penalty: 6147.090332
	Iteration 161Q: 3 clusters Score -2.836124e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 223877 members 
Entering Unmasked Estep 
Score: -28361280.000000 Penalty: 6147.090332
	Iteration 162Q: 3 clusters Score -2.836128e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 224104 members 
Entering Unmasked Estep 
Score: -28361298.000000 Penalty: 6147.090332
	Iteration 163Q: 3 clusters Score -2.83613e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16849 members 
Mstep: Class 2 contains 224338 members 
Entering Unmasked Estep 
Score: -28361408.000000 Penalty: 6147.090332
	Iteration 164Q: 3 clusters Score -2.836141e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 224553 members 
Entering Unmasked Estep 
Score: -28361434.000000 Penalty: 6147.090332
	Iteration 165Q: 3 clusters Score -2.836143e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 224753 members 
Entering Unmasked Estep 
Score: -28361474.000000 Penalty: 6147.090332
	Iteration 166Q: 3 clusters Score -2.836147e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 224939 members 
Entering Unmasked Estep 
Score: -28361578.000000 Penalty: 6147.090332
	Iteration 167Q: 3 clusters Score -2.836158e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 225117 members 
Entering Unmasked Estep 
Score: -28361636.000000 Penalty: 6147.090332
	Iteration 168Q: 3 clusters Score -2.836164e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 225309 members 
Entering Unmasked Estep 
Score: -28361678.000000 Penalty: 6147.090332
	Iteration 169Q: 3 clusters Score -2.836168e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 225484 members 
Entering Unmasked Estep 
Score: -28361740.000000 Penalty: 6147.090332
	Iteration 170Q: 3 clusters Score -2.836174e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15538 members 
Mstep: Class 2 contains 225649 members 
Entering Unmasked Estep 
Score: -28361758.000000 Penalty: 6147.090332
	Iteration 171Q: 3 clusters Score -2.836176e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 225812 members 
Entering Unmasked Estep 
Score: -28361808.000000 Penalty: 6147.090332
	Iteration 172Q: 3 clusters Score -2.836181e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 225978 members 
Entering Unmasked Estep 
Score: -28361886.000000 Penalty: 6147.090332
	Iteration 173Q: 3 clusters Score -2.836189e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 226132 members 
Entering Unmasked Estep 
Score: -28361858.000000 Penalty: 6147.090332
	Iteration 174Q: 3 clusters Score -2.836186e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 226288 members 
Entering Unmasked Estep 
Score: -28361928.000000 Penalty: 6147.090332
	Iteration 175Q: 3 clusters Score -2.836193e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 226456 members 
Entering Unmasked Estep 
Score: -28361922.000000 Penalty: 6147.090332
	Iteration 176Q: 3 clusters Score -2.836192e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 226634 members 
Entering Unmasked Estep 
Score: -28361956.000000 Penalty: 6147.090332
	Iteration 177Q: 3 clusters Score -2.836196e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 226789 members 
Entering Unmasked Estep 
Score: -28361980.000000 Penalty: 6147.090332
	Iteration 178Q: 3 clusters Score -2.836198e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 226941 members 
Entering Unmasked Estep 
Score: -28362002.000000 Penalty: 6147.090332
	Iteration 179Q: 3 clusters Score -2.8362e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 227101 members 
Entering Unmasked Estep 
Score: -28362074.000000 Penalty: 6147.090332
	Iteration 180F: 3 clusters Score -2.836207e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 227272 members 
Entering Unmasked Estep 
Score: -28362180.000000 Penalty: 6147.090332
	Iteration 181Q: 3 clusters Score -2.836218e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 227441 members 
Entering Unmasked Estep 
Score: -28362238.000000 Penalty: 6147.090332
	Iteration 182Q: 3 clusters Score -2.836224e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13592 members 
Mstep: Class 2 contains 227595 members 
Entering Unmasked Estep 
Score: -28362242.000000 Penalty: 6147.090332
	Iteration 183Q: 3 clusters Score -2.836224e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 227744 members 
Entering Unmasked Estep 
Score: -28362256.000000 Penalty: 6147.090332
	Iteration 184Q: 3 clusters Score -2.836226e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 227893 members 
Entering Unmasked Estep 
Score: -28362308.000000 Penalty: 6147.090332
	Iteration 185Q: 3 clusters Score -2.836231e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 228015 members 
Entering Unmasked Estep 
Score: -28362344.000000 Penalty: 6147.090332
	Iteration 186Q: 3 clusters Score -2.836234e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 228126 members 
Entering Unmasked Estep 
Score: -28362354.000000 Penalty: 6147.090332
	Iteration 187Q: 3 clusters Score -2.836235e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 228234 members 
Entering Unmasked Estep 
Score: -28362424.000000 Penalty: 6147.090332
	Iteration 188Q: 3 clusters Score -2.836242e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 228331 members 
Entering Unmasked Estep 
Score: -28362484.000000 Penalty: 6147.090332
	Iteration 189Q: 3 clusters Score -2.836248e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 228423 members 
Entering Unmasked Estep 
Score: -28362504.000000 Penalty: 6147.090332
	Iteration 190Q: 3 clusters Score -2.83625e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 228530 members 
Entering Unmasked Estep 
Score: -28362522.000000 Penalty: 6147.090332
	Iteration 191Q: 3 clusters Score -2.836252e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 228638 members 
Entering Unmasked Estep 
Score: -28362532.000000 Penalty: 6147.090332
	Iteration 192Q: 3 clusters Score -2.836253e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 228746 members 
Entering Unmasked Estep 
Score: -28362544.000000 Penalty: 6147.090332
	Iteration 193Q: 3 clusters Score -2.836254e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 228867 members 
Entering Unmasked Estep 
Score: -28362570.000000 Penalty: 6147.090332
	Iteration 194Q: 3 clusters Score -2.836257e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 228984 members 
Entering Unmasked Estep 
Score: -28362618.000000 Penalty: 6147.090332
	Iteration 195Q: 3 clusters Score -2.836262e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12080 members 
Mstep: Class 2 contains 229107 members 
Entering Unmasked Estep 
Score: -28362670.000000 Penalty: 6147.090332
	Iteration 196Q: 3 clusters Score -2.836267e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 229237 members 
Entering Unmasked Estep 
Score: -28362674.000000 Penalty: 6147.090332
	Iteration 197Q: 3 clusters Score -2.836267e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 229355 members 
Entering Unmasked Estep 
Score: -28362746.000000 Penalty: 6147.090332
	Iteration 198Q: 3 clusters Score -2.836275e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11711 members 
Mstep: Class 2 contains 229476 members 
Entering Unmasked Estep 
Score: -28362798.000000 Penalty: 6147.090332
	Iteration 199Q: 3 clusters Score -2.83628e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 229595 members 
Entering Unmasked Estep 
Score: -28362790.000000 Penalty: 6147.090332
	Iteration 200F: 3 clusters Score -2.836279e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 229694 members 
Entering Unmasked Estep 
Score: -28362776.000000 Penalty: 6147.090332
	Iteration 201Q: 3 clusters Score -2.836278e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 229802 members 
Entering Unmasked Estep 
Score: -28362812.000000 Penalty: 6147.090332
	Iteration 202Q: 3 clusters Score -2.836281e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 229907 members 
Entering Unmasked Estep 
Score: -28362852.000000 Penalty: 6147.090332
	Iteration 203Q: 3 clusters Score -2.836285e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 230013 members 
Entering Unmasked Estep 
Score: -28362872.000000 Penalty: 6147.090332
	Iteration 204Q: 3 clusters Score -2.836287e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 230118 members 
Entering Unmasked Estep 
Score: -28362884.000000 Penalty: 6147.090332
	Iteration 205Q: 3 clusters Score -2.836288e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 230218 members 
Entering Unmasked Estep 
Score: -28362908.000000 Penalty: 6147.090332
	Iteration 206Q: 3 clusters Score -2.836291e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 230310 members 
Entering Unmasked Estep 
Score: -28362908.000000 Penalty: 6147.090332
	Iteration 207Q: 3 clusters Score -2.836291e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 230400 members 
Entering Unmasked Estep 
Score: -28362950.000000 Penalty: 6147.090332
	Iteration 208Q: 3 clusters Score -2.836295e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 230504 members 
Entering Unmasked Estep 
Score: -28362980.000000 Penalty: 6147.090332
	Iteration 209Q: 3 clusters Score -2.836298e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 230595 members 
Entering Unmasked Estep 
Score: -28363060.000000 Penalty: 6147.090332
	Iteration 210Q: 3 clusters Score -2.836306e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 230700 members 
Entering Unmasked Estep 
Score: -28363086.000000 Penalty: 6147.090332
	Iteration 211Q: 3 clusters Score -2.836309e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 230807 members 
Entering Unmasked Estep 
Score: -28363082.000000 Penalty: 6147.090332
	Iteration 212Q: 3 clusters Score -2.836308e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 230910 members 
Entering Unmasked Estep 
Score: -28363126.000000 Penalty: 6147.090332
	Iteration 213Q: 3 clusters Score -2.836313e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 230994 members 
Entering Unmasked Estep 
Score: -28363156.000000 Penalty: 6147.090332
	Iteration 214Q: 3 clusters Score -2.836316e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 231062 members 
Entering Unmasked Estep 
Score: -28363170.000000 Penalty: 6147.090332
	Iteration 215Q: 3 clusters Score -2.836317e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 231114 members 
Entering Unmasked Estep 
Score: -28363188.000000 Penalty: 6147.090332
	Iteration 216Q: 3 clusters Score -2.836319e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 231177 members 
Entering Unmasked Estep 
Score: -28363196.000000 Penalty: 6147.090332
	Iteration 217Q: 3 clusters Score -2.83632e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 231247 members 
Entering Unmasked Estep 
Score: -28363230.000000 Penalty: 6147.090332
	Iteration 218Q: 3 clusters Score -2.836323e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 231322 members 
Entering Unmasked Estep 
Score: -28363224.000000 Penalty: 6147.090332
	Iteration 219Q: 3 clusters Score -2.836322e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 231395 members 
Entering Unmasked Estep 
Score: -28363280.000000 Penalty: 6147.090332
	Iteration 220F: 3 clusters Score -2.836328e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 231466 members 
Entering Unmasked Estep 
Score: -28363290.000000 Penalty: 6147.090332
	Iteration 221Q: 3 clusters Score -2.836329e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 231527 members 
Entering Unmasked Estep 
Score: -28363290.000000 Penalty: 6147.090332
	Iteration 222Q: 3 clusters Score -2.836329e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 231583 members 
Entering Unmasked Estep 
Score: -28363288.000000 Penalty: 6147.090332
	Iteration 223Q: 3 clusters Score -2.836329e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9552 members 
Mstep: Class 2 contains 231635 members 
Entering Unmasked Estep 
Score: -28363310.000000 Penalty: 6147.090332
	Iteration 224Q: 3 clusters Score -2.836331e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 231682 members 
Entering Unmasked Estep 
Score: -28363352.000000 Penalty: 6147.090332
	Iteration 225Q: 3 clusters Score -2.836335e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 231725 members 
Entering Unmasked Estep 
Score: -28363370.000000 Penalty: 6147.090332
	Iteration 226Q: 3 clusters Score -2.836337e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 231774 members 
Entering Unmasked Estep 
Score: -28363352.000000 Penalty: 6147.090332
	Iteration 227Q: 3 clusters Score -2.836335e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 231813 members 
Entering Unmasked Estep 
Score: -28363340.000000 Penalty: 6147.090332
	Iteration 228Q: 3 clusters Score -2.836334e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 231851 members 
Entering Unmasked Estep 
Score: -28363354.000000 Penalty: 6147.090332
	Iteration 229Q: 3 clusters Score -2.836335e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Mstep: Class 2 contains 231891 members 
Entering Unmasked Estep 
Score: -28363366.000000 Penalty: 6147.090332
	Iteration 230Q: 3 clusters Score -2.836337e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 231919 members 
Entering Unmasked Estep 
Score: -28363360.000000 Penalty: 6147.090332
	Iteration 231Q: 3 clusters Score -2.836336e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 231945 members 
Entering Unmasked Estep 
Score: -28363348.000000 Penalty: 6147.090332
	Iteration 232Q: 3 clusters Score -2.836335e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 231981 members 
Entering Unmasked Estep 
Score: -28363368.000000 Penalty: 6147.090332
	Iteration 233Q: 3 clusters Score -2.836337e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 232027 members 
Entering Unmasked Estep 
Score: -28363358.000000 Penalty: 6147.090332
	Iteration 234Q: 3 clusters Score -2.836336e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 232079 members 
Entering Unmasked Estep 
Score: -28363390.000000 Penalty: 6147.090332
	Iteration 235Q: 3 clusters Score -2.836339e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 232129 members 
Entering Unmasked Estep 
Score: -28363448.000000 Penalty: 6147.090332
	Iteration 236Q: 3 clusters Score -2.836345e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 232180 members 
Entering Unmasked Estep 
Score: -28363402.000000 Penalty: 6147.090332
	Iteration 237Q: 3 clusters Score -2.83634e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 232227 members 
Entering Unmasked Estep 
Score: -28363408.000000 Penalty: 6147.090332
	Iteration 238Q: 3 clusters Score -2.836341e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 232263 members 
Entering Unmasked Estep 
Score: -28363454.000000 Penalty: 6147.090332
	Iteration 239Q: 3 clusters Score -2.836345e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 232304 members 
Entering Unmasked Estep 
Score: -28363454.000000 Penalty: 6147.090332
	Iteration 240F: 3 clusters Score -2.836345e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 232338 members 
Entering Unmasked Estep 
Score: -28363500.000000 Penalty: 6147.090332
	Iteration 241Q: 3 clusters Score -2.83635e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 232391 members 
Entering Unmasked Estep 
Score: -28363522.000000 Penalty: 6147.090332
	Iteration 242Q: 3 clusters Score -2.836352e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 232438 members 
Entering Unmasked Estep 
Score: -28363524.000000 Penalty: 6147.090332
	Iteration 243Q: 3 clusters Score -2.836352e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 232479 members 
Entering Unmasked Estep 
Score: -28363520.000000 Penalty: 6147.090332
	Iteration 244Q: 3 clusters Score -2.836352e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 232538 members 
Entering Unmasked Estep 
Score: -28363542.000000 Penalty: 6147.090332
	Iteration 245Q: 3 clusters Score -2.836354e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 232592 members 
Entering Unmasked Estep 
Score: -28363530.000000 Penalty: 6147.090332
	Iteration 246Q: 3 clusters Score -2.836353e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 232634 members 
Entering Unmasked Estep 
Score: -28363536.000000 Penalty: 6147.090332
	Iteration 247Q: 3 clusters Score -2.836354e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 232686 members 
Entering Unmasked Estep 
Score: -28363576.000000 Penalty: 6147.090332
	Iteration 248Q: 3 clusters Score -2.836358e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 232731 members 
Entering Unmasked Estep 
Score: -28363590.000000 Penalty: 6147.090332
	Iteration 249Q: 3 clusters Score -2.836359e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 232775 members 
Entering Unmasked Estep 
Score: -28363644.000000 Penalty: 6147.090332
	Iteration 250Q: 3 clusters Score -2.836364e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 232827 members 
Entering Unmasked Estep 
Score: -28363644.000000 Penalty: 6147.090332
	Iteration 251Q: 3 clusters Score -2.836364e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 232878 members 
Entering Unmasked Estep 
Score: -28363644.000000 Penalty: 6147.090332
	Iteration 252Q: 3 clusters Score -2.836364e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 232921 members 
Entering Unmasked Estep 
Score: -28363668.000000 Penalty: 6147.090332
	Iteration 253Q: 3 clusters Score -2.836367e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 232973 members 
Entering Unmasked Estep 
Score: -28363632.000000 Penalty: 6147.090332
	Iteration 254Q: 3 clusters Score -2.836363e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 233024 members 
Entering Unmasked Estep 
Score: -28363628.000000 Penalty: 6147.090332
	Iteration 255Q: 3 clusters Score -2.836363e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 233069 members 
Entering Unmasked Estep 
Score: -28363674.000000 Penalty: 6147.090332
	Iteration 256Q: 3 clusters Score -2.836367e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 233109 members 
Entering Unmasked Estep 
Score: -28363692.000000 Penalty: 6147.090332
	Iteration 257Q: 3 clusters Score -2.836369e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 233150 members 
Entering Unmasked Estep 
Score: -28363716.000000 Penalty: 6147.090332
	Iteration 258Q: 3 clusters Score -2.836372e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 233201 members 
Entering Unmasked Estep 
Score: -28363722.000000 Penalty: 6147.090332
	Iteration 259Q: 3 clusters Score -2.836372e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 233247 members 
Entering Unmasked Estep 
Score: -28363728.000000 Penalty: 6147.090332
	Iteration 260F: 3 clusters Score -2.836373e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 233288 members 
Entering Unmasked Estep 
Score: -28363768.000000 Penalty: 6147.090332
	Iteration 261Q: 3 clusters Score -2.836377e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 233329 members 
Entering Unmasked Estep 
Score: -28363788.000000 Penalty: 6147.090332
	Iteration 262Q: 3 clusters Score -2.836379e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 233366 members 
Entering Unmasked Estep 
Score: -28363780.000000 Penalty: 6147.090332
	Iteration 263Q: 3 clusters Score -2.836378e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 233398 members 
Entering Unmasked Estep 
Score: -28363806.000000 Penalty: 6147.090332
	Iteration 264Q: 3 clusters Score -2.836381e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 233421 members 
Entering Unmasked Estep 
Score: -28363820.000000 Penalty: 6147.090332
	Iteration 265Q: 3 clusters Score -2.836382e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 233438 members 
Entering Unmasked Estep 
Score: -28363830.000000 Penalty: 6147.090332
	Iteration 266Q: 3 clusters Score -2.836383e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 233462 members 
Entering Unmasked Estep 
Score: -28363842.000000 Penalty: 6147.090332
	Iteration 267Q: 3 clusters Score -2.836384e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 233480 members 
Entering Unmasked Estep 
Score: -28363830.000000 Penalty: 6147.090332
	Iteration 268Q: 3 clusters Score -2.836383e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 233495 members 
Entering Unmasked Estep 
Score: -28363846.000000 Penalty: 6147.090332
	Iteration 269Q: 3 clusters Score -2.836385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 233510 members 
Entering Unmasked Estep 
Score: -28363842.000000 Penalty: 6147.090332
	Iteration 270Q: 3 clusters Score -2.836384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 233529 members 
Entering Unmasked Estep 
Score: -28363870.000000 Penalty: 6147.090332
	Iteration 271Q: 3 clusters Score -2.836387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 233548 members 
Entering Unmasked Estep 
Score: -28363856.000000 Penalty: 6147.090332
	Iteration 272Q: 3 clusters Score -2.836386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 233565 members 
Entering Unmasked Estep 
Score: -28363844.000000 Penalty: 6147.090332
	Iteration 273Q: 3 clusters Score -2.836384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7608 members 
Mstep: Class 2 contains 233579 members 
Entering Unmasked Estep 
Score: -28363848.000000 Penalty: 6147.090332
	Iteration 274Q: 3 clusters Score -2.836385e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 233585 members 
Entering Unmasked Estep 
Score: -28363836.000000 Penalty: 6147.090332
	Iteration 275Q: 3 clusters Score -2.836384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 233589 members 
Entering Unmasked Estep 
Score: -28363838.000000 Penalty: 6147.090332
	Iteration 276Q: 3 clusters Score -2.836384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 233594 members 
Entering Unmasked Estep 
Score: -28363826.000000 Penalty: 6147.090332
	Iteration 277Q: 3 clusters Score -2.836383e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 233599 members 
Entering Unmasked Estep 
Score: -28363836.000000 Penalty: 6147.090332
	Iteration 278Q: 3 clusters Score -2.836384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 233603 members 
Entering Unmasked Estep 
Score: -28363834.000000 Penalty: 6147.090332
	Iteration 279Q: 3 clusters Score -2.836383e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 233609 members 
Entering Unmasked Estep 
Score: -28363844.000000 Penalty: 6147.090332
	Iteration 280F: 3 clusters Score -2.836384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 233617 members 
Entering Unmasked Estep 
Score: -28363852.000000 Penalty: 6147.090332
	Iteration 281Q: 3 clusters Score -2.836385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 233627 members 
Entering Unmasked Estep 
Score: -28363840.000000 Penalty: 6147.090332
	Iteration 282Q: 3 clusters Score -2.836384e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 233631 members 
Entering Unmasked Estep 
Score: -28363864.000000 Penalty: 6147.090332
	Iteration 283Q: 3 clusters Score -2.836386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 233639 members 
Entering Unmasked Estep 
Score: -28363870.000000 Penalty: 6147.090332
	Iteration 284Q: 3 clusters Score -2.836387e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 233649 members 
Entering Unmasked Estep 
Score: -28363892.000000 Penalty: 6147.090332
	Iteration 285Q: 3 clusters Score -2.836389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 233655 members 
Entering Unmasked Estep 
Score: -28363888.000000 Penalty: 6147.090332
	Iteration 286Q: 3 clusters Score -2.836389e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 233656 members 
Entering Unmasked Estep 
Score: -28363904.000000 Penalty: 6147.090332
	Iteration 287Q: 3 clusters Score -2.83639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 233658 members 
Entering Unmasked Estep 
Score: -28363914.000000 Penalty: 6147.090332
	Iteration 288Q: 3 clusters Score -2.836391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 233659 members 
Entering Unmasked Estep 
Score: -28363908.000000 Penalty: 6147.090332
	Iteration 289Q: 3 clusters Score -2.836391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 233660 members 
Entering Unmasked Estep 
Score: -28363908.000000 Penalty: 6147.090332
	Iteration 290Q: 3 clusters Score -2.836391e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 233661 members 
Entering Unmasked Estep 
Score: -28363892.000000 Penalty: 6147.090332
	Iteration 291Q: 3 clusters Score -2.836389e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 233663 members 
Entering Unmasked Estep 
Score: -28363906.000000 Penalty: 6147.090332
	Iteration 292Q: 3 clusters Score -2.836391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 233666 members 
Entering Unmasked Estep 
Score: -28363902.000000 Penalty: 6147.090332
	Iteration 293Q: 3 clusters Score -2.83639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 233667 members 
Entering Unmasked Estep 
Score: -28363900.000000 Penalty: 6147.090332
	Iteration 294Q: 3 clusters Score -2.83639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 233668 members 
Entering Unmasked Estep 
Score: -28363890.000000 Penalty: 6147.090332
	Iteration 295Q: 3 clusters Score -2.836389e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 233668 members 
Entering Unmasked Estep 
Score: -28363890.000000 Penalty: 6147.090332
	Iteration 296F: 3 clusters Score -2.836389e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -2449813.750000 Penalty: 2507.938232
	Iteration 0F: 2 clusters Score -2449814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2432734.750000 Penalty: 5015.876465
	Iteration 0F: 3 clusters Score -2432735 nChanged 11037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -2438810.500000 Penalty: 5015.876465
	Iteration 1F: 3 clusters Score -2438810 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2439217.250000 Penalty: 5015.876465
	Iteration 2Q: 3 clusters Score -2439217 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -2439593.000000 Penalty: 5015.876465
	Iteration 3Q: 3 clusters Score -2439593 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2439973.250000 Penalty: 5015.876465
	Iteration 4Q: 3 clusters Score -2439973 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2440388.500000 Penalty: 5015.876465
	Iteration 5Q: 3 clusters Score -2440388 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12373 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2440813.500000 Penalty: 5015.876465
	Iteration 6Q: 3 clusters Score -2440814 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2441335.750000 Penalty: 5015.876465
	Iteration 7Q: 3 clusters Score -2441336 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2441964.000000 Penalty: 5015.876465
	Iteration 8Q: 3 clusters Score -2441964 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -2442687.750000 Penalty: 5015.876465
	Iteration 9Q: 3 clusters Score -2442688 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -2443451.000000 Penalty: 5015.876465
	Iteration 10Q: 3 clusters Score -2443451 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12438 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2444137.500000 Penalty: 5015.876465
	Iteration 11Q: 3 clusters Score -2444138 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2444810.750000 Penalty: 5015.876465
	Iteration 12Q: 3 clusters Score -2444811 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 12245 members 
Entering Unmasked Estep 
Score: -2445269.000000 Penalty: 5015.876465
	Iteration 13Q: 3 clusters Score -2445269 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2445618.500000 Penalty: 5015.876465
	Iteration 14Q: 3 clusters Score -2445618 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 12236 members 
Entering Unmasked Estep 
Score: -2445887.500000 Penalty: 5015.876465
	Iteration 15Q: 3 clusters Score -2445888 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12465 members 
Mstep: Class 2 contains 12188 members 
Entering Unmasked Estep 
Score: -2446084.750000 Penalty: 5015.876465
	Iteration 16Q: 3 clusters Score -2446085 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2446241.000000 Penalty: 5015.876465
	Iteration 17Q: 3 clusters Score -2446241 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2446373.750000 Penalty: 5015.876465
	Iteration 18Q: 3 clusters Score -2446374 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2446486.500000 Penalty: 5015.876465
	Iteration 19Q: 3 clusters Score -2446486 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -2446592.500000 Penalty: 5015.876465
	Iteration 20F: 3 clusters Score -2446592 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2446662.250000 Penalty: 5015.876465
	Iteration 21Q: 3 clusters Score -2446662 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -2446745.750000 Penalty: 5015.876465
	Iteration 22Q: 3 clusters Score -2446746 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2446815.250000 Penalty: 5015.876465
	Iteration 23Q: 3 clusters Score -2446815 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -2446870.250000 Penalty: 5015.876465
	Iteration 24Q: 3 clusters Score -2446870 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 11158 members 
Entering Unmasked Estep 
Score: -2446913.000000 Penalty: 5015.876465
	Iteration 25Q: 3 clusters Score -2446913 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -2446952.750000 Penalty: 5015.876465
	Iteration 26Q: 3 clusters Score -2446953 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -2446992.500000 Penalty: 5015.876465
	Iteration 27Q: 3 clusters Score -2446992 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -2447046.000000 Penalty: 5015.876465
	Iteration 28Q: 3 clusters Score -2447046 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14027 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2447072.500000 Penalty: 5015.876465
	Iteration 29Q: 3 clusters Score -2447072 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2447105.500000 Penalty: 5015.876465
	Iteration 30Q: 3 clusters Score -2447106 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14259 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -2447119.000000 Penalty: 5015.876465
	Iteration 31Q: 3 clusters Score -2447119 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2447147.250000 Penalty: 5015.876465
	Iteration 32Q: 3 clusters Score -2447147 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2447172.000000 Penalty: 5015.876465
	Iteration 33Q: 3 clusters Score -2447172 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2447216.750000 Penalty: 5015.876465
	Iteration 34Q: 3 clusters Score -2447217 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2447239.750000 Penalty: 5015.876465
	Iteration 35Q: 3 clusters Score -2447240 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14953 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -2447280.000000 Penalty: 5015.876465
	Iteration 36Q: 3 clusters Score -2447280 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 9521 members 
Entering Unmasked Estep 
Score: -2447327.000000 Penalty: 5015.876465
	Iteration 37Q: 3 clusters Score -2447327 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15311 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2447373.750000 Penalty: 5015.876465
	Iteration 38Q: 3 clusters Score -2447374 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 9153 members 
Entering Unmasked Estep 
Score: -2447414.000000 Penalty: 5015.876465
	Iteration 39Q: 3 clusters Score -2447414 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 8969 members 
Entering Unmasked Estep 
Score: -2447466.000000 Penalty: 5015.876465
	Iteration 40F: 3 clusters Score -2447466 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 8791 members 
Entering Unmasked Estep 
Score: -2447519.500000 Penalty: 5015.876465
	Iteration 41Q: 3 clusters Score -2447520 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16032 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2447561.750000 Penalty: 5015.876465
	Iteration 42Q: 3 clusters Score -2447562 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16208 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -2447616.750000 Penalty: 5015.876465
	Iteration 43Q: 3 clusters Score -2447617 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -2447651.000000 Penalty: 5015.876465
	Iteration 44Q: 3 clusters Score -2447651 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -2447691.000000 Penalty: 5015.876465
	Iteration 45Q: 3 clusters Score -2447691 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 8021 members 
Entering Unmasked Estep 
Score: -2447706.000000 Penalty: 5015.876465
	Iteration 46Q: 3 clusters Score -2447706 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -2447731.750000 Penalty: 5015.876465
	Iteration 47Q: 3 clusters Score -2447732 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -2447759.000000 Penalty: 5015.876465
	Iteration 48Q: 3 clusters Score -2447759 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -2447785.250000 Penalty: 5015.876465
	Iteration 49Q: 3 clusters Score -2447785 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2447802.500000 Penalty: 5015.876465
	Iteration 50Q: 3 clusters Score -2447802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2447811.500000 Penalty: 5015.876465
	Iteration 51Q: 3 clusters Score -2447812 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -2447823.500000 Penalty: 5015.876465
	Iteration 52Q: 3 clusters Score -2447824 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2447826.000000 Penalty: 5015.876465
	Iteration 53Q: 3 clusters Score -2447826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2447833.500000 Penalty: 5015.876465
	Iteration 54Q: 3 clusters Score -2447834 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17490 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -2447839.750000 Penalty: 5015.876465
	Iteration 55Q: 3 clusters Score -2447840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -2447853.500000 Penalty: 5015.876465
	Iteration 56Q: 3 clusters Score -2447854 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -2447866.750000 Penalty: 5015.876465
	Iteration 57Q: 3 clusters Score -2447867 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -2447874.000000 Penalty: 5015.876465
	Iteration 58Q: 3 clusters Score -2447874 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -2447879.500000 Penalty: 5015.876465
	Iteration 59Q: 3 clusters Score -2447880 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2447890.000000 Penalty: 5015.876465
	Iteration 60F: 3 clusters Score -2447890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2447894.500000 Penalty: 5015.876465
	Iteration 61Q: 3 clusters Score -2447894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2447898.500000 Penalty: 5015.876465
	Iteration 62Q: 3 clusters Score -2447898 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2447902.500000 Penalty: 5015.876465
	Iteration 63Q: 3 clusters Score -2447902 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2447906.000000 Penalty: 5015.876465
	Iteration 64Q: 3 clusters Score -2447906 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2447914.750000 Penalty: 5015.876465
	Iteration 65Q: 3 clusters Score -2447915 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -2447919.000000 Penalty: 5015.876465
	Iteration 66Q: 3 clusters Score -2447919 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18210 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -2447936.250000 Penalty: 5015.876465
	Iteration 67Q: 3 clusters Score -2447936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2447940.750000 Penalty: 5015.876465
	Iteration 68Q: 3 clusters Score -2447941 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -2447943.250000 Penalty: 5015.876465
	Iteration 69Q: 3 clusters Score -2447943 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -2447945.500000 Penalty: 5015.876465
	Iteration 70Q: 3 clusters Score -2447946 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -2447952.500000 Penalty: 5015.876465
	Iteration 71Q: 3 clusters Score -2447952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2447948.500000 Penalty: 5015.876465
	Iteration 72Q: 3 clusters Score -2447948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2447945.250000 Penalty: 5015.876465
	Iteration 73Q: 3 clusters Score -2447945 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2447955.250000 Penalty: 5015.876465
	Iteration 74Q: 3 clusters Score -2447955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2447958.000000 Penalty: 5015.876465
	Iteration 75Q: 3 clusters Score -2447958 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -2447958.000000 Penalty: 5015.876465
	Iteration 76Q: 3 clusters Score -2447958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -2447957.750000 Penalty: 5015.876465
	Iteration 77Q: 3 clusters Score -2447958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2447968.250000 Penalty: 5015.876465
	Iteration 78Q: 3 clusters Score -2447968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2447972.500000 Penalty: 5015.876465
	Iteration 79Q: 3 clusters Score -2447972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2447971.750000 Penalty: 5015.876465
	Iteration 80F: 3 clusters Score -2447972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2447974.000000 Penalty: 5015.876465
	Iteration 81Q: 3 clusters Score -2447974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2447970.750000 Penalty: 5015.876465
	Iteration 82Q: 3 clusters Score -2447971 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2447973.000000 Penalty: 5015.876465
	Iteration 83Q: 3 clusters Score -2447973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2447975.250000 Penalty: 5015.876465
	Iteration 84Q: 3 clusters Score -2447975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2447978.750000 Penalty: 5015.876465
	Iteration 85Q: 3 clusters Score -2447979 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2447975.750000 Penalty: 5015.876465
	Iteration 86Q: 3 clusters Score -2447976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2447974.250000 Penalty: 5015.876465
	Iteration 87Q: 3 clusters Score -2447974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2447972.500000 Penalty: 5015.876465
	Iteration 88Q: 3 clusters Score -2447972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -2447973.250000 Penalty: 5015.876465
	Iteration 89Q: 3 clusters Score -2447973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18611 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -2447982.000000 Penalty: 5015.876465
	Iteration 90Q: 3 clusters Score -2447982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2447972.250000 Penalty: 5015.876465
	Iteration 91Q: 3 clusters Score -2447972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2447975.000000 Penalty: 5015.876465
	Iteration 92Q: 3 clusters Score -2447975 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2447978.000000 Penalty: 5015.876465
	Iteration 93Q: 3 clusters Score -2447978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -2447979.750000 Penalty: 5015.876465
	Iteration 94Q: 3 clusters Score -2447980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -2447982.250000 Penalty: 5015.876465
	Iteration 95Q: 3 clusters Score -2447982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2447980.250000 Penalty: 5015.876465
	Iteration 96Q: 3 clusters Score -2447980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2447979.500000 Penalty: 5015.876465
	Iteration 97Q: 3 clusters Score -2447980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2447979.250000 Penalty: 5015.876465
	Iteration 98Q: 3 clusters Score -2447979 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2447981.250000 Penalty: 5015.876465
	Iteration 99Q: 3 clusters Score -2447981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2447982.750000 Penalty: 5015.876465
	Iteration 100F: 3 clusters Score -2447983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2447985.000000 Penalty: 5015.876465
	Iteration 101Q: 3 clusters Score -2447985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -2447985.000000 Penalty: 5015.876465
	Iteration 102F: 3 clusters Score -2447985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Entering Unmasked Estep 
Score: -2075638.125000 Penalty: 2436.287842
	Iteration 0F: 2 clusters Score -2075638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -2062532.750000 Penalty: 4872.575684
	Iteration 0F: 3 clusters Score -2062533 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -2067103.750000 Penalty: 4872.575684
	Iteration 1F: 3 clusters Score -2067104 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2067623.750000 Penalty: 4872.575684
	Iteration 2F: 3 clusters Score -2067624 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2068138.625000 Penalty: 4872.575684
	Iteration 3F: 3 clusters Score -2068139 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -2068679.250000 Penalty: 4872.575684
	Iteration 4F: 3 clusters Score -2068679 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -2069291.000000 Penalty: 4872.575684
	Iteration 5F: 3 clusters Score -2069291 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -2069895.000000 Penalty: 4872.575684
	Iteration 6F: 3 clusters Score -2069895 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -2070457.500000 Penalty: 4872.575684
	Iteration 7F: 3 clusters Score -2070458 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2070942.000000 Penalty: 4872.575684
	Iteration 8Q: 3 clusters Score -2070942 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2071367.000000 Penalty: 4872.575684
	Iteration 9Q: 3 clusters Score -2071367 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -2071695.875000 Penalty: 4872.575684
	Iteration 10Q: 3 clusters Score -2071696 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -2071984.375000 Penalty: 4872.575684
	Iteration 11Q: 3 clusters Score -2071984 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -2072237.000000 Penalty: 4872.575684
	Iteration 12Q: 3 clusters Score -2072237 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -2072455.750000 Penalty: 4872.575684
	Iteration 13Q: 3 clusters Score -2072456 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2072619.750000 Penalty: 4872.575684
	Iteration 14Q: 3 clusters Score -2072620 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2072742.125000 Penalty: 4872.575684
	Iteration 15Q: 3 clusters Score -2072742 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 14752 members 
Entering Unmasked Estep 
Score: -2072832.750000 Penalty: 4872.575684
	Iteration 16Q: 3 clusters Score -2072833 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -2072918.250000 Penalty: 4872.575684
	Iteration 17Q: 3 clusters Score -2072918 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2073007.250000 Penalty: 4872.575684
	Iteration 18Q: 3 clusters Score -2073007 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -2073116.000000 Penalty: 4872.575684
	Iteration 19Q: 3 clusters Score -2073116 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2073214.250000 Penalty: 4872.575684
	Iteration 20F: 3 clusters Score -2073214 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -2073296.750000 Penalty: 4872.575684
	Iteration 21Q: 3 clusters Score -2073297 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2073364.500000 Penalty: 4872.575684
	Iteration 22Q: 3 clusters Score -2073364 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2073436.250000 Penalty: 4872.575684
	Iteration 23Q: 3 clusters Score -2073436 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 16097 members 
Entering Unmasked Estep 
Score: -2073467.500000 Penalty: 4872.575684
	Iteration 24Q: 3 clusters Score -2073468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2073497.125000 Penalty: 4872.575684
	Iteration 25Q: 3 clusters Score -2073497 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 16278 members 
Entering Unmasked Estep 
Score: -2073539.750000 Penalty: 4872.575684
	Iteration 26Q: 3 clusters Score -2073540 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -2073571.375000 Penalty: 4872.575684
	Iteration 27Q: 3 clusters Score -2073571 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2073597.250000 Penalty: 4872.575684
	Iteration 28Q: 3 clusters Score -2073597 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -2073624.875000 Penalty: 4872.575684
	Iteration 29Q: 3 clusters Score -2073625 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2073642.875000 Penalty: 4872.575684
	Iteration 30Q: 3 clusters Score -2073643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2073657.625000 Penalty: 4872.575684
	Iteration 31Q: 3 clusters Score -2073658 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -2073670.375000 Penalty: 4872.575684
	Iteration 32Q: 3 clusters Score -2073670 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2073686.500000 Penalty: 4872.575684
	Iteration 33Q: 3 clusters Score -2073686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2073691.750000 Penalty: 4872.575684
	Iteration 34Q: 3 clusters Score -2073692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2073704.750000 Penalty: 4872.575684
	Iteration 35Q: 3 clusters Score -2073705 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -2073707.750000 Penalty: 4872.575684
	Iteration 36Q: 3 clusters Score -2073708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2073704.125000 Penalty: 4872.575684
	Iteration 37Q: 3 clusters Score -2073704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2073711.500000 Penalty: 4872.575684
	Iteration 38Q: 3 clusters Score -2073712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2073711.125000 Penalty: 4872.575684
	Iteration 39Q: 3 clusters Score -2073711 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2073713.125000 Penalty: 4872.575684
	Iteration 40F: 3 clusters Score -2073713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2073715.875000 Penalty: 4872.575684
	Iteration 41Q: 3 clusters Score -2073716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2073719.500000 Penalty: 4872.575684
	Iteration 42Q: 3 clusters Score -2073720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2073716.000000 Penalty: 4872.575684
	Iteration 43Q: 3 clusters Score -2073716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -2073725.250000 Penalty: 4872.575684
	Iteration 44Q: 3 clusters Score -2073725 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -2073723.125000 Penalty: 4872.575684
	Iteration 45Q: 3 clusters Score -2073723 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -2073725.875000 Penalty: 4872.575684
	Iteration 46Q: 3 clusters Score -2073726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 16861 members 
Entering Unmasked Estep 
Score: -2073729.000000 Penalty: 4872.575684
	Iteration 47Q: 3 clusters Score -2073729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2073728.750000 Penalty: 4872.575684
	Iteration 48Q: 3 clusters Score -2073729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2073728.875000 Penalty: 4872.575684
	Iteration 49Q: 3 clusters Score -2073729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2073730.625000 Penalty: 4872.575684
	Iteration 50Q: 3 clusters Score -2073731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2073727.625000 Penalty: 4872.575684
	Iteration 51Q: 3 clusters Score -2073728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2073736.250000 Penalty: 4872.575684
	Iteration 52Q: 3 clusters Score -2073736 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2073736.250000 Penalty: 4872.575684
	Iteration 53Q: 3 clusters Score -2073736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2073740.750000 Penalty: 4872.575684
	Iteration 54Q: 3 clusters Score -2073741 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2073739.750000 Penalty: 4872.575684
	Iteration 55Q: 3 clusters Score -2073740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2073743.375000 Penalty: 4872.575684
	Iteration 56Q: 3 clusters Score -2073743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2073745.250000 Penalty: 4872.575684
	Iteration 57Q: 3 clusters Score -2073745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -2073744.500000 Penalty: 4872.575684
	Iteration 58Q: 3 clusters Score -2073744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2073745.000000 Penalty: 4872.575684
	Iteration 59Q: 3 clusters Score -2073745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2073745.375000 Penalty: 4872.575684
	Iteration 60F: 3 clusters Score -2073745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2073749.750000 Penalty: 4872.575684
	Iteration 61Q: 3 clusters Score -2073750 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -2073752.000000 Penalty: 4872.575684
	Iteration 62Q: 3 clusters Score -2073752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2073753.875000 Penalty: 4872.575684
	Iteration 63Q: 3 clusters Score -2073754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2073751.375000 Penalty: 4872.575684
	Iteration 64Q: 3 clusters Score -2073751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2073752.750000 Penalty: 4872.575684
	Iteration 65Q: 3 clusters Score -2073753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2073755.125000 Penalty: 4872.575684
	Iteration 66Q: 3 clusters Score -2073755 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2073757.000000 Penalty: 4872.575684
	Iteration 67Q: 3 clusters Score -2073757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2073760.625000 Penalty: 4872.575684
	Iteration 68Q: 3 clusters Score -2073761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2073760.625000 Penalty: 4872.575684
	Iteration 69F: 3 clusters Score -2073761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (40577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40577 members 
Entering Unmasked Estep 
Score: -4572694.500000 Penalty: 2631.517334
	Iteration 0F: 2 clusters Score -4572694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -4545086.000000 Penalty: 5263.034668
	Iteration 0F: 3 clusters Score -4545086 nChanged 18732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20890 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4555850.500000 Penalty: 5263.034668
	Iteration 1F: 3 clusters Score -4555850 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 19196 members 
Entering Unmasked Estep 
Score: -4556859.000000 Penalty: 5263.034668
	Iteration 2F: 3 clusters Score -4556859 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4558138.500000 Penalty: 5263.034668
	Iteration 3F: 3 clusters Score -4558138 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 17215 members 
Entering Unmasked Estep 
Score: -4559813.500000 Penalty: 5263.034668
	Iteration 4F: 3 clusters Score -4559814 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24951 members 
Mstep: Class 2 contains 15626 members 
Entering Unmasked Estep 
Score: -4561718.000000 Penalty: 5263.034668
	Iteration 5F: 3 clusters Score -4561718 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -4563709.000000 Penalty: 5263.034668
	Iteration 6F: 3 clusters Score -4563709 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28901 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -4565630.000000 Penalty: 5263.034668
	Iteration 7F: 3 clusters Score -4565630 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30922 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -4567295.000000 Penalty: 5263.034668
	Iteration 8F: 3 clusters Score -4567295 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32707 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -4568600.000000 Penalty: 5263.034668
	Iteration 9Q: 3 clusters Score -4568600 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -4569698.500000 Penalty: 5263.034668
	Iteration 10Q: 3 clusters Score -4569698 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35563 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -4570610.500000 Penalty: 5263.034668
	Iteration 11Q: 3 clusters Score -4570610 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -4571251.500000 Penalty: 5263.034668
	Iteration 12Q: 3 clusters Score -4571252 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -4571691.500000 Penalty: 5263.034668
	Iteration 13Q: 3 clusters Score -4571692 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4572009.500000 Penalty: 5263.034668
	Iteration 14Q: 3 clusters Score -4572010 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -4572215.500000 Penalty: 5263.034668
	Iteration 15Q: 3 clusters Score -4572216 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38370 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4572354.500000 Penalty: 5263.034668
	Iteration 16Q: 3 clusters Score -4572354 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38548 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4572482.500000 Penalty: 5263.034668
	Iteration 17Q: 3 clusters Score -4572482 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38696 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4572569.500000 Penalty: 5263.034668
	Iteration 18Q: 3 clusters Score -4572570 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38805 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4572624.500000 Penalty: 5263.034668
	Iteration 19Q: 3 clusters Score -4572624 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38879 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -4572665.500000 Penalty: 5263.034668
	Iteration 20F: 3 clusters Score -4572666 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38950 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4572699.000000 Penalty: 5263.034668
	Iteration 21Q: 3 clusters Score -4572699 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -4572710.500000 Penalty: 5263.034668
	Iteration 22Q: 3 clusters Score -4572710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -4572724.500000 Penalty: 5263.034668
	Iteration 23Q: 3 clusters Score -4572724 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39076 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -4572741.500000 Penalty: 5263.034668
	Iteration 24Q: 3 clusters Score -4572742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39086 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -4572754.500000 Penalty: 5263.034668
	Iteration 25Q: 3 clusters Score -4572754 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -4572759.500000 Penalty: 5263.034668
	Iteration 26Q: 3 clusters Score -4572760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4572757.500000 Penalty: 5263.034668
	Iteration 27Q: 3 clusters Score -4572758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39103 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4572759.500000 Penalty: 5263.034668
	Iteration 28Q: 3 clusters Score -4572760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4572765.500000 Penalty: 5263.034668
	Iteration 29Q: 3 clusters Score -4572766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39110 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4572761.500000 Penalty: 5263.034668
	Iteration 30Q: 3 clusters Score -4572762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39112 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -4572757.500000 Penalty: 5263.034668
	Iteration 31Q: 3 clusters Score -4572758 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39114 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -4572756.500000 Penalty: 5263.034668
	Iteration 32Q: 3 clusters Score -4572756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39115 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -4572754.500000 Penalty: 5263.034668
	Iteration 33Q: 3 clusters Score -4572754 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39117 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4572758.500000 Penalty: 5263.034668
	Iteration 34Q: 3 clusters Score -4572758 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39119 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -4572759.500000 Penalty: 5263.034668
	Iteration 35Q: 3 clusters Score -4572760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -4572758.500000 Penalty: 5263.034668
	Iteration 36Q: 3 clusters Score -4572758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -4572750.000000 Penalty: 5263.034668
	Iteration 37Q: 3 clusters Score -4572750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4572748.500000 Penalty: 5263.034668
	Iteration 38Q: 3 clusters Score -4572748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39123 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4572748.500000 Penalty: 5263.034668
	Iteration 39F: 3 clusters Score -4572748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 23904 members 
Mstep: Class 4 contains 9370 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 54836 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 241187 members 
Mstep: Class 10 contains 24653 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 39123 members 
Mstep: Class 13 contains 6198 members 
Mstep: Class 14 contains 213643 members 
Mstep: Class 15 contains 15558 members 
Mstep: Class 16 contains 37744 members 
Mstep: Class 17 contains 24691 members 
Mstep: Class 18 contains 79417 members 
Mstep: Class 19 contains 11890 members 
Mstep: Class 20 contains 317667 members 
Mstep: Class 21 contains 9784 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4983 members 
Mstep: Class 25 contains 18260 members 
Mstep: Class 26 contains 196910 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Mstep: Class 29 contains 1454 members 
Entering Unmasked Estep 
Score: -161421584.000000 Penalty: 101876.304688
Splitting cluster 12 changes total score from -161422624.000000 to -161421584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 13 (6198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Entering Unmasked Estep 
Score: -529398.500000 Penalty: 2165.531494
	Iteration 0F: 2 clusters Score -529398.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -524224.000000 Penalty: 4331.062988
	Iteration 0F: 3 clusters Score -524224 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -525668.750000 Penalty: 4331.062988
	Iteration 1F: 3 clusters Score -525668.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -526093.812500 Penalty: 4331.062988
	Iteration 2F: 3 clusters Score -526093.8 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -526571.125000 Penalty: 4331.062988
	Iteration 3F: 3 clusters Score -526571.1 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -527300.250000 Penalty: 4331.062988
	Iteration 4F: 3 clusters Score -527300.2 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -528389.187500 Penalty: 4331.062988
	Iteration 5F: 3 clusters Score -528389.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -529184.312500 Penalty: 4331.062988
	Iteration 6F: 3 clusters Score -529184.3 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -529547.875000 Penalty: 4331.062988
	Iteration 7F: 3 clusters Score -529547.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -529687.500000 Penalty: 4331.062988
	Iteration 8Q: 3 clusters Score -529687.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -529760.375000 Penalty: 4331.062988
	Iteration 9Q: 3 clusters Score -529760.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -529808.312500 Penalty: 4331.062988
	Iteration 10Q: 3 clusters Score -529808.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -529835.437500 Penalty: 4331.062988
	Iteration 11Q: 3 clusters Score -529835.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -529857.250000 Penalty: 4331.062988
	Iteration 12Q: 3 clusters Score -529857.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -529867.312500 Penalty: 4331.062988
	Iteration 13Q: 3 clusters Score -529867.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -529874.062500 Penalty: 4331.062988
	Iteration 14Q: 3 clusters Score -529874.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -529878.125000 Penalty: 4331.062988
	Iteration 15Q: 3 clusters Score -529878.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -529882.437500 Penalty: 4331.062988
	Iteration 16Q: 3 clusters Score -529882.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -529884.250000 Penalty: 4331.062988
	Iteration 17Q: 3 clusters Score -529884.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -529886.562500 Penalty: 4331.062988
	Iteration 18Q: 3 clusters Score -529886.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -529887.312500 Penalty: 4331.062988
	Iteration 19Q: 3 clusters Score -529887.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -529889.062500 Penalty: 4331.062988
	Iteration 20F: 3 clusters Score -529889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -529890.875000 Penalty: 4331.062988
	Iteration 21Q: 3 clusters Score -529890.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -529891.250000 Penalty: 4331.062988
	Iteration 22Q: 3 clusters Score -529891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -529892.062500 Penalty: 4331.062988
	Iteration 23Q: 3 clusters Score -529892.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -529892.687500 Penalty: 4331.062988
	Iteration 24Q: 3 clusters Score -529892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -529892.687500 Penalty: 4331.062988
	Iteration 25Q: 3 clusters Score -529892.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -529896.000000 Penalty: 4331.062988
	Iteration 26Q: 3 clusters Score -529896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -529897.437500 Penalty: 4331.062988
	Iteration 27Q: 3 clusters Score -529897.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -529898.062500 Penalty: 4331.062988
	Iteration 28Q: 3 clusters Score -529898.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -529900.062500 Penalty: 4331.062988
	Iteration 29Q: 3 clusters Score -529900.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -529900.687500 Penalty: 4331.062988
	Iteration 30Q: 3 clusters Score -529900.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -529901.687500 Penalty: 4331.062988
	Iteration 31Q: 3 clusters Score -529901.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -529901.937500 Penalty: 4331.062988
	Iteration 32Q: 3 clusters Score -529901.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -529901.937500 Penalty: 4331.062988
	Iteration 33F: 3 clusters Score -529901.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 23904 members 
Mstep: Class 4 contains 9370 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 54836 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 241187 members 
Mstep: Class 10 contains 24653 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 40577 members 
Mstep: Class 13 contains 5117 members 
Mstep: Class 14 contains 213643 members 
Mstep: Class 15 contains 15558 members 
Mstep: Class 16 contains 37744 members 
Mstep: Class 17 contains 24691 members 
Mstep: Class 18 contains 79417 members 
Mstep: Class 19 contains 11890 members 
Mstep: Class 20 contains 317667 members 
Mstep: Class 21 contains 9784 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4983 members 
Mstep: Class 25 contains 18260 members 
Mstep: Class 26 contains 196910 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Mstep: Class 29 contains 1081 members 
Entering Unmasked Estep 
Score: -161422096.000000 Penalty: 101876.304688
Splitting cluster 13 changes total score from -161422624.000000 to -161422096.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (213643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213643 members 
Entering Unmasked Estep 
Score: -25244294.000000 Penalty: 3043.471191
	Iteration 0F: 2 clusters Score -2.524429e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107349 members 
Mstep: Class 2 contains 106294 members 
Entering Unmasked Estep 
Score: -25107452.000000 Penalty: 6086.942383
	Iteration 0F: 3 clusters Score -2.510745e+07 nChanged 102687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117460 members 
Mstep: Class 2 contains 96183 members 
Entering Unmasked Estep 
Score: -25169346.000000 Penalty: 6086.942383
	Iteration 1F: 3 clusters Score -2.516935e+07 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123767 members 
Mstep: Class 2 contains 89876 members 
Entering Unmasked Estep 
Score: -25172554.000000 Penalty: 6086.942383
	Iteration 2Q: 3 clusters Score -2.517255e+07 nChanged 11432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133285 members 
Mstep: Class 2 contains 80358 members 
Entering Unmasked Estep 
Score: -25178378.000000 Penalty: 6086.942383
	Iteration 3F: 3 clusters Score -2.517838e+07 nChanged 15042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146523 members 
Mstep: Class 2 contains 67120 members 
Entering Unmasked Estep 
Score: -25188584.000000 Penalty: 6086.942383
	Iteration 4F: 3 clusters Score -2.518858e+07 nChanged 18073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162908 members 
Mstep: Class 2 contains 50735 members 
Entering Unmasked Estep 
Score: -25203696.000000 Penalty: 6086.942383
	Iteration 5F: 3 clusters Score -2.52037e+07 nChanged 18574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180582 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -25220890.000000 Penalty: 6086.942383
	Iteration 6F: 3 clusters Score -2.522089e+07 nChanged 14271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194459 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -25233276.000000 Penalty: 6086.942383
	Iteration 7F: 3 clusters Score -2.523328e+07 nChanged 8034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202237 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -25238940.000000 Penalty: 6086.942383
	Iteration 8Q: 3 clusters Score -2.523894e+07 nChanged 4034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206077 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -25240960.000000 Penalty: 6086.942383
	Iteration 9Q: 3 clusters Score -2.524096e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208156 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -25241748.000000 Penalty: 6086.942383
	Iteration 10Q: 3 clusters Score -2.524175e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209440 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -25242026.000000 Penalty: 6086.942383
	Iteration 11Q: 3 clusters Score -2.524203e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210220 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -25242290.000000 Penalty: 6086.942383
	Iteration 12Q: 3 clusters Score -2.524229e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210741 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -25242282.000000 Penalty: 6086.942383
	Iteration 13Q: 3 clusters Score -2.524228e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211084 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -25242322.000000 Penalty: 6086.942383
	Iteration 14Q: 3 clusters Score -2.524232e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211352 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -25242400.000000 Penalty: 6086.942383
	Iteration 15Q: 3 clusters Score -2.52424e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211521 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -25242426.000000 Penalty: 6086.942383
	Iteration 16Q: 3 clusters Score -2.524243e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211661 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -25242444.000000 Penalty: 6086.942383
	Iteration 17Q: 3 clusters Score -2.524244e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211778 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -25242454.000000 Penalty: 6086.942383
	Iteration 18Q: 3 clusters Score -2.524245e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211859 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -25242424.000000 Penalty: 6086.942383
	Iteration 19Q: 3 clusters Score -2.524242e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211918 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -25242392.000000 Penalty: 6086.942383
	Iteration 20F: 3 clusters Score -2.524239e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211955 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -25242442.000000 Penalty: 6086.942383
	Iteration 21Q: 3 clusters Score -2.524244e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211974 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -25242408.000000 Penalty: 6086.942383
	Iteration 22Q: 3 clusters Score -2.524241e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211990 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -25242418.000000 Penalty: 6086.942383
	Iteration 23Q: 3 clusters Score -2.524242e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212002 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -25242388.000000 Penalty: 6086.942383
	Iteration 24Q: 3 clusters Score -2.524239e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212009 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -25242390.000000 Penalty: 6086.942383
	Iteration 25Q: 3 clusters Score -2.524239e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212021 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -25242388.000000 Penalty: 6086.942383
	Iteration 26Q: 3 clusters Score -2.524239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212034 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -25242398.000000 Penalty: 6086.942383
	Iteration 27Q: 3 clusters Score -2.52424e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212038 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -25242402.000000 Penalty: 6086.942383
	Iteration 28Q: 3 clusters Score -2.52424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212041 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -25242372.000000 Penalty: 6086.942383
	Iteration 29Q: 3 clusters Score -2.524237e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212041 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -25242388.000000 Penalty: 6086.942383
	Iteration 30Q: 3 clusters Score -2.524239e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212045 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -25242390.000000 Penalty: 6086.942383
	Iteration 31Q: 3 clusters Score -2.524239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212050 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -25242380.000000 Penalty: 6086.942383
	Iteration 32Q: 3 clusters Score -2.524238e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212054 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -25242372.000000 Penalty: 6086.942383
	Iteration 33Q: 3 clusters Score -2.524237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212057 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -25242378.000000 Penalty: 6086.942383
	Iteration 34Q: 3 clusters Score -2.524238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212064 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -25242372.000000 Penalty: 6086.942383
	Iteration 35Q: 3 clusters Score -2.524237e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212073 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -25242382.000000 Penalty: 6086.942383
	Iteration 36Q: 3 clusters Score -2.524238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212081 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -25242382.000000 Penalty: 6086.942383
	Iteration 37Q: 3 clusters Score -2.524238e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212085 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -25242376.000000 Penalty: 6086.942383
	Iteration 38Q: 3 clusters Score -2.524238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212089 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -25242390.000000 Penalty: 6086.942383
	Iteration 39Q: 3 clusters Score -2.524239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212091 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -25242400.000000 Penalty: 6086.942383
	Iteration 40F: 3 clusters Score -2.52424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212092 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -25242388.000000 Penalty: 6086.942383
	Iteration 41Q: 3 clusters Score -2.524239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212097 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -25242388.000000 Penalty: 6086.942383
	Iteration 42Q: 3 clusters Score -2.524239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212099 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -25242406.000000 Penalty: 6086.942383
	Iteration 43Q: 3 clusters Score -2.524241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212104 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -25242392.000000 Penalty: 6086.942383
	Iteration 44Q: 3 clusters Score -2.524239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212105 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -25242392.000000 Penalty: 6086.942383
	Iteration 45Q: 3 clusters Score -2.524239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212105 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -25242404.000000 Penalty: 6086.942383
	Iteration 46Q: 3 clusters Score -2.52424e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212108 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -25242398.000000 Penalty: 6086.942383
	Iteration 47Q: 3 clusters Score -2.52424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212107 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -25242390.000000 Penalty: 6086.942383
	Iteration 48Q: 3 clusters Score -2.524239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212109 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -25242408.000000 Penalty: 6086.942383
	Iteration 49Q: 3 clusters Score -2.524241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212115 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -25242394.000000 Penalty: 6086.942383
	Iteration 50Q: 3 clusters Score -2.524239e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212115 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -25242402.000000 Penalty: 6086.942383
	Iteration 51Q: 3 clusters Score -2.52424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212116 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -25242416.000000 Penalty: 6086.942383
	Iteration 52Q: 3 clusters Score -2.524242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212118 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -25242422.000000 Penalty: 6086.942383
	Iteration 53Q: 3 clusters Score -2.524242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212122 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -25242400.000000 Penalty: 6086.942383
	Iteration 54Q: 3 clusters Score -2.52424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212125 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -25242400.000000 Penalty: 6086.942383
	Iteration 55Q: 3 clusters Score -2.52424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212126 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -25242420.000000 Penalty: 6086.942383
	Iteration 56Q: 3 clusters Score -2.524242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212127 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -25242412.000000 Penalty: 6086.942383
	Iteration 57Q: 3 clusters Score -2.524241e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212127 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -25242412.000000 Penalty: 6086.942383
	Iteration 58F: 3 clusters Score -2.524241e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Entering Unmasked Estep 
Score: -1712056.000000 Penalty: 2393.777832
	Iteration 0F: 2 clusters Score -1712056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1700830.750000 Penalty: 4787.555664
	Iteration 0F: 3 clusters Score -1700831 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1704641.750000 Penalty: 4787.555664
	Iteration 1F: 3 clusters Score -1704642 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -1705148.125000 Penalty: 4787.555664
	Iteration 2F: 3 clusters Score -1705148 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -1705630.750000 Penalty: 4787.555664
	Iteration 3F: 3 clusters Score -1705631 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1706114.625000 Penalty: 4787.555664
	Iteration 4F: 3 clusters Score -1706115 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1706542.125000 Penalty: 4787.555664
	Iteration 5F: 3 clusters Score -1706542 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1706906.500000 Penalty: 4787.555664
	Iteration 6Q: 3 clusters Score -1706906 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1707172.500000 Penalty: 4787.555664
	Iteration 7Q: 3 clusters Score -1707172 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1707371.500000 Penalty: 4787.555664
	Iteration 8Q: 3 clusters Score -1707372 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1707534.250000 Penalty: 4787.555664
	Iteration 9Q: 3 clusters Score -1707534 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1707672.125000 Penalty: 4787.555664
	Iteration 10Q: 3 clusters Score -1707672 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1707796.750000 Penalty: 4787.555664
	Iteration 11Q: 3 clusters Score -1707797 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1707906.125000 Penalty: 4787.555664
	Iteration 12Q: 3 clusters Score -1707906 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -1707989.375000 Penalty: 4787.555664
	Iteration 13Q: 3 clusters Score -1707989 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1708077.125000 Penalty: 4787.555664
	Iteration 14Q: 3 clusters Score -1708077 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1708174.750000 Penalty: 4787.555664
	Iteration 15Q: 3 clusters Score -1708175 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1708252.250000 Penalty: 4787.555664
	Iteration 16Q: 3 clusters Score -1708252 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1708316.500000 Penalty: 4787.555664
	Iteration 17Q: 3 clusters Score -1708316 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1708367.625000 Penalty: 4787.555664
	Iteration 18Q: 3 clusters Score -1708368 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1708420.125000 Penalty: 4787.555664
	Iteration 19Q: 3 clusters Score -1708420 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1708456.875000 Penalty: 4787.555664
	Iteration 20F: 3 clusters Score -1708457 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -1708489.500000 Penalty: 4787.555664
	Iteration 21Q: 3 clusters Score -1708490 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1708523.750000 Penalty: 4787.555664
	Iteration 22Q: 3 clusters Score -1708524 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -1708558.125000 Penalty: 4787.555664
	Iteration 23Q: 3 clusters Score -1708558 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -1708582.375000 Penalty: 4787.555664
	Iteration 24Q: 3 clusters Score -1708582 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -1708591.125000 Penalty: 4787.555664
	Iteration 25Q: 3 clusters Score -1708591 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1708611.000000 Penalty: 4787.555664
	Iteration 26Q: 3 clusters Score -1708611 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1708629.750000 Penalty: 4787.555664
	Iteration 27Q: 3 clusters Score -1708630 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1708644.000000 Penalty: 4787.555664
	Iteration 28Q: 3 clusters Score -1708644 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1708671.500000 Penalty: 4787.555664
	Iteration 29Q: 3 clusters Score -1708672 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -1708698.750000 Penalty: 4787.555664
	Iteration 30Q: 3 clusters Score -1708699 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -1708720.500000 Penalty: 4787.555664
	Iteration 31Q: 3 clusters Score -1708720 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1708750.125000 Penalty: 4787.555664
	Iteration 32Q: 3 clusters Score -1708750 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -1708773.250000 Penalty: 4787.555664
	Iteration 33Q: 3 clusters Score -1708773 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -1708798.750000 Penalty: 4787.555664
	Iteration 34Q: 3 clusters Score -1708799 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1708820.750000 Penalty: 4787.555664
	Iteration 35Q: 3 clusters Score -1708821 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1708839.375000 Penalty: 4787.555664
	Iteration 36Q: 3 clusters Score -1708839 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1708867.000000 Penalty: 4787.555664
	Iteration 37Q: 3 clusters Score -1708867 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -1708898.000000 Penalty: 4787.555664
	Iteration 38Q: 3 clusters Score -1708898 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1708918.250000 Penalty: 4787.555664
	Iteration 39Q: 3 clusters Score -1708918 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1708945.750000 Penalty: 4787.555664
	Iteration 40F: 3 clusters Score -1708946 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -1708969.500000 Penalty: 4787.555664
	Iteration 41Q: 3 clusters Score -1708970 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -1708997.375000 Penalty: 4787.555664
	Iteration 42Q: 3 clusters Score -1708997 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -1709024.250000 Penalty: 4787.555664
	Iteration 43Q: 3 clusters Score -1709024 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1709041.500000 Penalty: 4787.555664
	Iteration 44Q: 3 clusters Score -1709042 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1709067.000000 Penalty: 4787.555664
	Iteration 45Q: 3 clusters Score -1709067 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1709089.500000 Penalty: 4787.555664
	Iteration 46Q: 3 clusters Score -1709090 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1709110.125000 Penalty: 4787.555664
	Iteration 47Q: 3 clusters Score -1709110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1709130.000000 Penalty: 4787.555664
	Iteration 48Q: 3 clusters Score -1709130 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1709155.875000 Penalty: 4787.555664
	Iteration 49Q: 3 clusters Score -1709156 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1709187.250000 Penalty: 4787.555664
	Iteration 50Q: 3 clusters Score -1709187 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1709204.750000 Penalty: 4787.555664
	Iteration 51Q: 3 clusters Score -1709205 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1709225.625000 Penalty: 4787.555664
	Iteration 52Q: 3 clusters Score -1709226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -1709244.375000 Penalty: 4787.555664
	Iteration 53Q: 3 clusters Score -1709244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -1709255.000000 Penalty: 4787.555664
	Iteration 54Q: 3 clusters Score -1709255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1709270.625000 Penalty: 4787.555664
	Iteration 55Q: 3 clusters Score -1709271 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1709281.375000 Penalty: 4787.555664
	Iteration 56Q: 3 clusters Score -1709281 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1709286.500000 Penalty: 4787.555664
	Iteration 57Q: 3 clusters Score -1709286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1709293.625000 Penalty: 4787.555664
	Iteration 58Q: 3 clusters Score -1709294 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1709304.000000 Penalty: 4787.555664
	Iteration 59Q: 3 clusters Score -1709304 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -1709306.000000 Penalty: 4787.555664
	Iteration 60F: 3 clusters Score -1709306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1709312.375000 Penalty: 4787.555664
	Iteration 61Q: 3 clusters Score -1709312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1709317.125000 Penalty: 4787.555664
	Iteration 62Q: 3 clusters Score -1709317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -1709317.750000 Penalty: 4787.555664
	Iteration 63Q: 3 clusters Score -1709318 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1709321.750000 Penalty: 4787.555664
	Iteration 64Q: 3 clusters Score -1709322 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1709325.000000 Penalty: 4787.555664
	Iteration 65Q: 3 clusters Score -1709325 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1709326.250000 Penalty: 4787.555664
	Iteration 66Q: 3 clusters Score -1709326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -1709327.750000 Penalty: 4787.555664
	Iteration 67Q: 3 clusters Score -1709328 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1709327.125000 Penalty: 4787.555664
	Iteration 68Q: 3 clusters Score -1709327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -1709328.375000 Penalty: 4787.555664
	Iteration 69Q: 3 clusters Score -1709328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1709331.750000 Penalty: 4787.555664
	Iteration 70Q: 3 clusters Score -1709332 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1709334.000000 Penalty: 4787.555664
	Iteration 71Q: 3 clusters Score -1709334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1709335.000000 Penalty: 4787.555664
	Iteration 72Q: 3 clusters Score -1709335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1709339.500000 Penalty: 4787.555664
	Iteration 73Q: 3 clusters Score -1709340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1709340.375000 Penalty: 4787.555664
	Iteration 74Q: 3 clusters Score -1709340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1709340.625000 Penalty: 4787.555664
	Iteration 75Q: 3 clusters Score -1709341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1709338.875000 Penalty: 4787.555664
	Iteration 76Q: 3 clusters Score -1709339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -1709338.875000 Penalty: 4787.555664
	Iteration 77F: 3 clusters Score -1709339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37744 members 
Entering Unmasked Estep 
Score: -4479556.000000 Penalty: 2613.568359
	Iteration 0F: 2 clusters Score -4479556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -4453960.500000 Penalty: 5227.136719
	Iteration 0F: 3 clusters Score -4453960 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -4463697.500000 Penalty: 5227.136719
	Iteration 1F: 3 clusters Score -4463698 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 19974 members 
Entering Unmasked Estep 
Score: -4464195.500000 Penalty: 5227.136719
	Iteration 2Q: 3 clusters Score -4464196 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -4464781.500000 Penalty: 5227.136719
	Iteration 3Q: 3 clusters Score -4464782 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 21256 members 
Entering Unmasked Estep 
Score: -4465522.500000 Penalty: 5227.136719
	Iteration 4Q: 3 clusters Score -4465522 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -4466413.000000 Penalty: 5227.136719
	Iteration 5Q: 3 clusters Score -4466413 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14226 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -4467492.000000 Penalty: 5227.136719
	Iteration 6F: 3 clusters Score -4467492 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -4468704.500000 Penalty: 5227.136719
	Iteration 7F: 3 clusters Score -4468704 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 26707 members 
Entering Unmasked Estep 
Score: -4469843.500000 Penalty: 5227.136719
	Iteration 8F: 3 clusters Score -4469844 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 28492 members 
Entering Unmasked Estep 
Score: -4471122.500000 Penalty: 5227.136719
	Iteration 9Q: 3 clusters Score -4471122 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 30258 members 
Entering Unmasked Estep 
Score: -4472358.500000 Penalty: 5227.136719
	Iteration 10Q: 3 clusters Score -4472358 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -4473485.500000 Penalty: 5227.136719
	Iteration 11Q: 3 clusters Score -4473486 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -4474518.500000 Penalty: 5227.136719
	Iteration 12Q: 3 clusters Score -4474518 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 34478 members 
Entering Unmasked Estep 
Score: -4475292.000000 Penalty: 5227.136719
	Iteration 13Q: 3 clusters Score -4475292 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -4475905.500000 Penalty: 5227.136719
	Iteration 14Q: 3 clusters Score -4475906 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 35999 members 
Entering Unmasked Estep 
Score: -4476373.000000 Penalty: 5227.136719
	Iteration 15Q: 3 clusters Score -4476373 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 36443 members 
Entering Unmasked Estep 
Score: -4476693.500000 Penalty: 5227.136719
	Iteration 16Q: 3 clusters Score -4476694 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 36732 members 
Entering Unmasked Estep 
Score: -4476908.500000 Penalty: 5227.136719
	Iteration 17Q: 3 clusters Score -4476908 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 36913 members 
Entering Unmasked Estep 
Score: -4477040.500000 Penalty: 5227.136719
	Iteration 18Q: 3 clusters Score -4477040 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 37029 members 
Entering Unmasked Estep 
Score: -4477121.500000 Penalty: 5227.136719
	Iteration 19Q: 3 clusters Score -4477122 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -4477172.000000 Penalty: 5227.136719
	Iteration 20F: 3 clusters Score -4477172 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -4477236.000000 Penalty: 5227.136719
	Iteration 21Q: 3 clusters Score -4477236 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -4477288.500000 Penalty: 5227.136719
	Iteration 22Q: 3 clusters Score -4477288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 37214 members 
Entering Unmasked Estep 
Score: -4477317.500000 Penalty: 5227.136719
	Iteration 23Q: 3 clusters Score -4477318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 37222 members 
Entering Unmasked Estep 
Score: -4477326.500000 Penalty: 5227.136719
	Iteration 24Q: 3 clusters Score -4477326 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -4477345.000000 Penalty: 5227.136719
	Iteration 25Q: 3 clusters Score -4477345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 37236 members 
Entering Unmasked Estep 
Score: -4477350.000000 Penalty: 5227.136719
	Iteration 26Q: 3 clusters Score -4477350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 37242 members 
Entering Unmasked Estep 
Score: -4477360.000000 Penalty: 5227.136719
	Iteration 27Q: 3 clusters Score -4477360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -4477362.500000 Penalty: 5227.136719
	Iteration 28Q: 3 clusters Score -4477362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -4477364.000000 Penalty: 5227.136719
	Iteration 29Q: 3 clusters Score -4477364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 37247 members 
Entering Unmasked Estep 
Score: -4477370.000000 Penalty: 5227.136719
	Iteration 30Q: 3 clusters Score -4477370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -4477371.000000 Penalty: 5227.136719
	Iteration 31Q: 3 clusters Score -4477371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 37254 members 
Entering Unmasked Estep 
Score: -4477373.000000 Penalty: 5227.136719
	Iteration 32Q: 3 clusters Score -4477373 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -4477375.000000 Penalty: 5227.136719
	Iteration 33Q: 3 clusters Score -4477375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 37260 members 
Entering Unmasked Estep 
Score: -4477378.500000 Penalty: 5227.136719
	Iteration 34Q: 3 clusters Score -4477378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -4477382.000000 Penalty: 5227.136719
	Iteration 35Q: 3 clusters Score -4477382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
Score: -4477380.000000 Penalty: 5227.136719
	Iteration 36Q: 3 clusters Score -4477380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4477382.500000 Penalty: 5227.136719
	Iteration 37Q: 3 clusters Score -4477382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 37265 members 
Entering Unmasked Estep 
Score: -4477382.500000 Penalty: 5227.136719
	Iteration 38F: 3 clusters Score -4477382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24691 members 
Entering Unmasked Estep 
Score: -2953954.750000 Penalty: 2508.320068
	Iteration 0F: 2 clusters Score -2953955 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -2936794.000000 Penalty: 5016.640137
	Iteration 0F: 3 clusters Score -2936794 nChanged 11035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 13058 members 
Entering Unmasked Estep 
Score: -2942810.750000 Penalty: 5016.640137
	Iteration 1F: 3 clusters Score -2942811 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 13457 members 
Entering Unmasked Estep 
Score: -2943338.750000 Penalty: 5016.640137
	Iteration 2F: 3 clusters Score -2943339 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2943928.250000 Penalty: 5016.640137
	Iteration 3F: 3 clusters Score -2943928 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2944695.250000 Penalty: 5016.640137
	Iteration 4F: 3 clusters Score -2944695 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2945668.250000 Penalty: 5016.640137
	Iteration 5F: 3 clusters Score -2945668 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -2946882.500000 Penalty: 5016.640137
	Iteration 6F: 3 clusters Score -2946882 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -2948226.000000 Penalty: 5016.640137
	Iteration 7F: 3 clusters Score -2948226 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -2949615.500000 Penalty: 5016.640137
	Iteration 8F: 3 clusters Score -2949616 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 19885 members 
Entering Unmasked Estep 
Score: -2950593.000000 Penalty: 5016.640137
	Iteration 9Q: 3 clusters Score -2950593 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2951086.500000 Penalty: 5016.640137
	Iteration 10Q: 3 clusters Score -2951086 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -2951323.000000 Penalty: 5016.640137
	Iteration 11Q: 3 clusters Score -2951323 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2951466.500000 Penalty: 5016.640137
	Iteration 12Q: 3 clusters Score -2951466 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2951572.500000 Penalty: 5016.640137
	Iteration 13Q: 3 clusters Score -2951572 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -2951640.250000 Penalty: 5016.640137
	Iteration 14Q: 3 clusters Score -2951640 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -2951701.500000 Penalty: 5016.640137
	Iteration 15Q: 3 clusters Score -2951702 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 21585 members 
Entering Unmasked Estep 
Score: -2951761.500000 Penalty: 5016.640137
	Iteration 16Q: 3 clusters Score -2951762 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -2951825.750000 Penalty: 5016.640137
	Iteration 17Q: 3 clusters Score -2951826 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 21854 members 
Entering Unmasked Estep 
Score: -2951870.250000 Penalty: 5016.640137
	Iteration 18Q: 3 clusters Score -2951870 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -2951919.250000 Penalty: 5016.640137
	Iteration 19Q: 3 clusters Score -2951919 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -2951951.750000 Penalty: 5016.640137
	Iteration 20F: 3 clusters Score -2951952 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 22173 members 
Entering Unmasked Estep 
Score: -2951987.000000 Penalty: 5016.640137
	Iteration 21Q: 3 clusters Score -2951987 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -2952010.000000 Penalty: 5016.640137
	Iteration 22Q: 3 clusters Score -2952010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 22316 members 
Entering Unmasked Estep 
Score: -2952035.500000 Penalty: 5016.640137
	Iteration 23Q: 3 clusters Score -2952036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -2952051.000000 Penalty: 5016.640137
	Iteration 24Q: 3 clusters Score -2952051 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -2952059.250000 Penalty: 5016.640137
	Iteration 25Q: 3 clusters Score -2952059 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -2952059.250000 Penalty: 5016.640137
	Iteration 26Q: 3 clusters Score -2952059 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2952070.250000 Penalty: 5016.640137
	Iteration 27Q: 3 clusters Score -2952070 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -2952087.500000 Penalty: 5016.640137
	Iteration 28Q: 3 clusters Score -2952088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2952098.500000 Penalty: 5016.640137
	Iteration 29Q: 3 clusters Score -2952098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 22593 members 
Entering Unmasked Estep 
Score: -2952110.500000 Penalty: 5016.640137
	Iteration 30Q: 3 clusters Score -2952110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -2952128.250000 Penalty: 5016.640137
	Iteration 31Q: 3 clusters Score -2952128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2952132.750000 Penalty: 5016.640137
	Iteration 32Q: 3 clusters Score -2952133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2952134.000000 Penalty: 5016.640137
	Iteration 33Q: 3 clusters Score -2952134 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -2952135.500000 Penalty: 5016.640137
	Iteration 34Q: 3 clusters Score -2952136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -2952140.000000 Penalty: 5016.640137
	Iteration 35Q: 3 clusters Score -2952140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 22696 members 
Entering Unmasked Estep 
Score: -2952140.500000 Penalty: 5016.640137
	Iteration 36Q: 3 clusters Score -2952140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2952140.250000 Penalty: 5016.640137
	Iteration 37Q: 3 clusters Score -2952140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -2952137.500000 Penalty: 5016.640137
	Iteration 38Q: 3 clusters Score -2952138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -2952139.000000 Penalty: 5016.640137
	Iteration 39Q: 3 clusters Score -2952139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -2952141.500000 Penalty: 5016.640137
	Iteration 40F: 3 clusters Score -2952142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -2952141.000000 Penalty: 5016.640137
	Iteration 41Q: 3 clusters Score -2952141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2952144.000000 Penalty: 5016.640137
	Iteration 42Q: 3 clusters Score -2952144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2952142.750000 Penalty: 5016.640137
	Iteration 43Q: 3 clusters Score -2952143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -2952145.500000 Penalty: 5016.640137
	Iteration 44Q: 3 clusters Score -2952146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -2952145.750000 Penalty: 5016.640137
	Iteration 45Q: 3 clusters Score -2952146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -2952147.000000 Penalty: 5016.640137
	Iteration 46Q: 3 clusters Score -2952147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -2952147.500000 Penalty: 5016.640137
	Iteration 47Q: 3 clusters Score -2952148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2952146.750000 Penalty: 5016.640137
	Iteration 48Q: 3 clusters Score -2952147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2952149.750000 Penalty: 5016.640137
	Iteration 49Q: 3 clusters Score -2952150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -2952147.000000 Penalty: 5016.640137
	Iteration 50Q: 3 clusters Score -2952147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2952149.750000 Penalty: 5016.640137
	Iteration 51Q: 3 clusters Score -2952150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2952152.500000 Penalty: 5016.640137
	Iteration 52Q: 3 clusters Score -2952152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2952148.750000 Penalty: 5016.640137
	Iteration 53Q: 3 clusters Score -2952149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2952150.500000 Penalty: 5016.640137
	Iteration 54Q: 3 clusters Score -2952150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -2952150.500000 Penalty: 5016.640137
	Iteration 55F: 3 clusters Score -2952150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79417 members 
Entering Unmasked Estep 
Score: -9419352.000000 Penalty: 2798.052002
	Iteration 0F: 2 clusters Score -9419352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39603 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -9366286.000000 Penalty: 5596.104004
	Iteration 0F: 3 clusters Score -9366286 nChanged 37321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39016 members 
Mstep: Class 2 contains 40401 members 
Entering Unmasked Estep 
Score: -9387409.000000 Penalty: 5596.104004
	Iteration 1F: 3 clusters Score -9387409 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 40881 members 
Entering Unmasked Estep 
Score: -9388078.000000 Penalty: 5596.104004
	Iteration 2Q: 3 clusters Score -9388078 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 41584 members 
Entering Unmasked Estep 
Score: -9388615.000000 Penalty: 5596.104004
	Iteration 3Q: 3 clusters Score -9388615 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 42580 members 
Entering Unmasked Estep 
Score: -9389268.000000 Penalty: 5596.104004
	Iteration 4Q: 3 clusters Score -9389268 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 44068 members 
Entering Unmasked Estep 
Score: -9390157.000000 Penalty: 5596.104004
	Iteration 5Q: 3 clusters Score -9390157 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33215 members 
Mstep: Class 2 contains 46202 members 
Entering Unmasked Estep 
Score: -9391384.000000 Penalty: 5596.104004
	Iteration 6Q: 3 clusters Score -9391384 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -9393415.000000 Penalty: 5596.104004
	Iteration 7Q: 3 clusters Score -9393415 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 53206 members 
Entering Unmasked Estep 
Score: -9396532.000000 Penalty: 5596.104004
	Iteration 8F: 3 clusters Score -9396532 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 58011 members 
Entering Unmasked Estep 
Score: -9400885.000000 Penalty: 5596.104004
	Iteration 9F: 3 clusters Score -9400885 nChanged 5478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 62887 members 
Entering Unmasked Estep 
Score: -9405679.000000 Penalty: 5596.104004
	Iteration 10F: 3 clusters Score -9405679 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 66931 members 
Entering Unmasked Estep 
Score: -9409591.000000 Penalty: 5596.104004
	Iteration 11F: 3 clusters Score -9409591 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 69788 members 
Entering Unmasked Estep 
Score: -9412302.000000 Penalty: 5596.104004
	Iteration 12Q: 3 clusters Score -9412302 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -9413980.000000 Penalty: 5596.104004
	Iteration 13Q: 3 clusters Score -9413980 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 73025 members 
Entering Unmasked Estep 
Score: -9415058.000000 Penalty: 5596.104004
	Iteration 14Q: 3 clusters Score -9415058 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -9415606.000000 Penalty: 5596.104004
	Iteration 15Q: 3 clusters Score -9415606 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 74658 members 
Entering Unmasked Estep 
Score: -9416007.000000 Penalty: 5596.104004
	Iteration 16Q: 3 clusters Score -9416007 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 75205 members 
Entering Unmasked Estep 
Score: -9416301.000000 Penalty: 5596.104004
	Iteration 17Q: 3 clusters Score -9416301 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 75623 members 
Entering Unmasked Estep 
Score: -9416442.000000 Penalty: 5596.104004
	Iteration 18Q: 3 clusters Score -9416442 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 75944 members 
Entering Unmasked Estep 
Score: -9416559.000000 Penalty: 5596.104004
	Iteration 19Q: 3 clusters Score -9416559 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 76215 members 
Entering Unmasked Estep 
Score: -9416642.000000 Penalty: 5596.104004
	Iteration 20F: 3 clusters Score -9416642 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 76444 members 
Entering Unmasked Estep 
Score: -9416739.000000 Penalty: 5596.104004
	Iteration 21Q: 3 clusters Score -9416739 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
Score: -9416838.000000 Penalty: 5596.104004
	Iteration 22Q: 3 clusters Score -9416838 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 76783 members 
Entering Unmasked Estep 
Score: -9416896.000000 Penalty: 5596.104004
	Iteration 23Q: 3 clusters Score -9416896 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 76915 members 
Entering Unmasked Estep 
Score: -9416938.000000 Penalty: 5596.104004
	Iteration 24Q: 3 clusters Score -9416938 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 77038 members 
Entering Unmasked Estep 
Score: -9417002.000000 Penalty: 5596.104004
	Iteration 25Q: 3 clusters Score -9417002 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 77150 members 
Entering Unmasked Estep 
Score: -9417062.000000 Penalty: 5596.104004
	Iteration 26Q: 3 clusters Score -9417062 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 77253 members 
Entering Unmasked Estep 
Score: -9417088.000000 Penalty: 5596.104004
	Iteration 27Q: 3 clusters Score -9417088 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -9417103.000000 Penalty: 5596.104004
	Iteration 28Q: 3 clusters Score -9417103 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 77408 members 
Entering Unmasked Estep 
Score: -9417140.000000 Penalty: 5596.104004
	Iteration 29Q: 3 clusters Score -9417140 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -9417170.000000 Penalty: 5596.104004
	Iteration 30Q: 3 clusters Score -9417170 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 77534 members 
Entering Unmasked Estep 
Score: -9417202.000000 Penalty: 5596.104004
	Iteration 31Q: 3 clusters Score -9417202 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 77588 members 
Entering Unmasked Estep 
Score: -9417226.000000 Penalty: 5596.104004
	Iteration 32Q: 3 clusters Score -9417226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 77629 members 
Entering Unmasked Estep 
Score: -9417247.000000 Penalty: 5596.104004
	Iteration 33Q: 3 clusters Score -9417247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 77664 members 
Entering Unmasked Estep 
Score: -9417250.000000 Penalty: 5596.104004
	Iteration 34Q: 3 clusters Score -9417250 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 77698 members 
Entering Unmasked Estep 
Score: -9417285.000000 Penalty: 5596.104004
	Iteration 35Q: 3 clusters Score -9417285 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 77725 members 
Entering Unmasked Estep 
Score: -9417287.000000 Penalty: 5596.104004
	Iteration 36Q: 3 clusters Score -9417287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 77750 members 
Entering Unmasked Estep 
Score: -9417299.000000 Penalty: 5596.104004
	Iteration 37Q: 3 clusters Score -9417299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 77766 members 
Entering Unmasked Estep 
Score: -9417307.000000 Penalty: 5596.104004
	Iteration 38Q: 3 clusters Score -9417307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 77781 members 
Entering Unmasked Estep 
Score: -9417333.000000 Penalty: 5596.104004
	Iteration 39Q: 3 clusters Score -9417333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 77799 members 
Entering Unmasked Estep 
Score: -9417333.000000 Penalty: 5596.104004
	Iteration 40F: 3 clusters Score -9417333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 77813 members 
Entering Unmasked Estep 
Score: -9417342.000000 Penalty: 5596.104004
	Iteration 41Q: 3 clusters Score -9417342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 77820 members 
Entering Unmasked Estep 
Score: -9417346.000000 Penalty: 5596.104004
	Iteration 42Q: 3 clusters Score -9417346 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 77830 members 
Entering Unmasked Estep 
Score: -9417354.000000 Penalty: 5596.104004
	Iteration 43Q: 3 clusters Score -9417354 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 77835 members 
Entering Unmasked Estep 
Score: -9417360.000000 Penalty: 5596.104004
	Iteration 44Q: 3 clusters Score -9417360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 77847 members 
Entering Unmasked Estep 
Score: -9417370.000000 Penalty: 5596.104004
	Iteration 45Q: 3 clusters Score -9417370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 77861 members 
Entering Unmasked Estep 
Score: -9417365.000000 Penalty: 5596.104004
	Iteration 46Q: 3 clusters Score -9417365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 77875 members 
Entering Unmasked Estep 
Score: -9417385.000000 Penalty: 5596.104004
	Iteration 47Q: 3 clusters Score -9417385 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 77892 members 
Entering Unmasked Estep 
Score: -9417389.000000 Penalty: 5596.104004
	Iteration 48Q: 3 clusters Score -9417389 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 77907 members 
Entering Unmasked Estep 
Score: -9417394.000000 Penalty: 5596.104004
	Iteration 49Q: 3 clusters Score -9417394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 77921 members 
Entering Unmasked Estep 
Score: -9417395.000000 Penalty: 5596.104004
	Iteration 50Q: 3 clusters Score -9417395 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 77937 members 
Entering Unmasked Estep 
Score: -9417383.000000 Penalty: 5596.104004
	Iteration 51Q: 3 clusters Score -9417383 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 77943 members 
Entering Unmasked Estep 
Score: -9417400.000000 Penalty: 5596.104004
	Iteration 52Q: 3 clusters Score -9417400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -9417397.000000 Penalty: 5596.104004
	Iteration 53Q: 3 clusters Score -9417397 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 77947 members 
Entering Unmasked Estep 
Score: -9417402.000000 Penalty: 5596.104004
	Iteration 54Q: 3 clusters Score -9417402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 77950 members 
Entering Unmasked Estep 
Score: -9417410.000000 Penalty: 5596.104004
	Iteration 55Q: 3 clusters Score -9417410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 77955 members 
Entering Unmasked Estep 
Score: -9417410.000000 Penalty: 5596.104004
	Iteration 56Q: 3 clusters Score -9417410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 77959 members 
Entering Unmasked Estep 
Score: -9417416.000000 Penalty: 5596.104004
	Iteration 57Q: 3 clusters Score -9417416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 77961 members 
Entering Unmasked Estep 
Score: -9417410.000000 Penalty: 5596.104004
	Iteration 58Q: 3 clusters Score -9417410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 77964 members 
Entering Unmasked Estep 
Score: -9417415.000000 Penalty: 5596.104004
	Iteration 59Q: 3 clusters Score -9417415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -9417416.000000 Penalty: 5596.104004
	Iteration 60F: 3 clusters Score -9417416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 77966 members 
Entering Unmasked Estep 
Score: -9417422.000000 Penalty: 5596.104004
	Iteration 61Q: 3 clusters Score -9417422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -9417416.000000 Penalty: 5596.104004
	Iteration 62Q: 3 clusters Score -9417416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 77972 members 
Entering Unmasked Estep 
Score: -9417428.000000 Penalty: 5596.104004
	Iteration 63Q: 3 clusters Score -9417428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 77975 members 
Entering Unmasked Estep 
Score: -9417428.000000 Penalty: 5596.104004
	Iteration 64Q: 3 clusters Score -9417428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 77978 members 
Entering Unmasked Estep 
Score: -9417433.000000 Penalty: 5596.104004
	Iteration 65Q: 3 clusters Score -9417433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -9417438.000000 Penalty: 5596.104004
	Iteration 66Q: 3 clusters Score -9417438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 77984 members 
Entering Unmasked Estep 
Score: -9417432.000000 Penalty: 5596.104004
	Iteration 67Q: 3 clusters Score -9417432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 77986 members 
Entering Unmasked Estep 
Score: -9417436.000000 Penalty: 5596.104004
	Iteration 68Q: 3 clusters Score -9417436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 77987 members 
Entering Unmasked Estep 
Score: -9417441.000000 Penalty: 5596.104004
	Iteration 69Q: 3 clusters Score -9417441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -9417433.000000 Penalty: 5596.104004
	Iteration 70Q: 3 clusters Score -9417433 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 77988 members 
Entering Unmasked Estep 
Score: -9417433.000000 Penalty: 5596.104004
	Iteration 71F: 3 clusters Score -9417433 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11890 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Entering Unmasked Estep 
Score: -1322894.125000 Penalty: 2327.096436
	Iteration 0F: 2 clusters Score -1322894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1314053.000000 Penalty: 4654.192871
	Iteration 0F: 3 clusters Score -1314053 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -1316770.375000 Penalty: 4654.192871
	Iteration 1F: 3 clusters Score -1316770 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1317035.750000 Penalty: 4654.192871
	Iteration 2F: 3 clusters Score -1317036 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1317235.625000 Penalty: 4654.192871
	Iteration 3Q: 3 clusters Score -1317236 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1317412.750000 Penalty: 4654.192871
	Iteration 4Q: 3 clusters Score -1317413 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1317570.500000 Penalty: 4654.192871
	Iteration 5Q: 3 clusters Score -1317570 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1317710.750000 Penalty: 4654.192871
	Iteration 6Q: 3 clusters Score -1317711 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -1317834.000000 Penalty: 4654.192871
	Iteration 7Q: 3 clusters Score -1317834 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1317958.750000 Penalty: 4654.192871
	Iteration 8Q: 3 clusters Score -1317959 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1318136.750000 Penalty: 4654.192871
	Iteration 9Q: 3 clusters Score -1318137 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1318372.125000 Penalty: 4654.192871
	Iteration 10Q: 3 clusters Score -1318372 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1318706.750000 Penalty: 4654.192871
	Iteration 11Q: 3 clusters Score -1318707 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1319061.750000 Penalty: 4654.192871
	Iteration 12Q: 3 clusters Score -1319062 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1319420.125000 Penalty: 4654.192871
	Iteration 13Q: 3 clusters Score -1319420 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -1319728.125000 Penalty: 4654.192871
	Iteration 14Q: 3 clusters Score -1319728 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1319967.750000 Penalty: 4654.192871
	Iteration 15Q: 3 clusters Score -1319968 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1320193.500000 Penalty: 4654.192871
	Iteration 16Q: 3 clusters Score -1320194 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1320370.125000 Penalty: 4654.192871
	Iteration 17Q: 3 clusters Score -1320370 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1320520.750000 Penalty: 4654.192871
	Iteration 18Q: 3 clusters Score -1320521 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1320640.375000 Penalty: 4654.192871
	Iteration 19Q: 3 clusters Score -1320640 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1320739.875000 Penalty: 4654.192871
	Iteration 20F: 3 clusters Score -1320740 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1320797.375000 Penalty: 4654.192871
	Iteration 21Q: 3 clusters Score -1320797 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1320859.625000 Penalty: 4654.192871
	Iteration 22Q: 3 clusters Score -1320860 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1320923.125000 Penalty: 4654.192871
	Iteration 23Q: 3 clusters Score -1320923 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1320988.125000 Penalty: 4654.192871
	Iteration 24Q: 3 clusters Score -1320988 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1321044.375000 Penalty: 4654.192871
	Iteration 25Q: 3 clusters Score -1321044 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1321116.250000 Penalty: 4654.192871
	Iteration 26Q: 3 clusters Score -1321116 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1321174.500000 Penalty: 4654.192871
	Iteration 27Q: 3 clusters Score -1321174 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1321240.250000 Penalty: 4654.192871
	Iteration 28Q: 3 clusters Score -1321240 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -1321285.000000 Penalty: 4654.192871
	Iteration 29Q: 3 clusters Score -1321285 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1321323.125000 Penalty: 4654.192871
	Iteration 30Q: 3 clusters Score -1321323 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1321348.000000 Penalty: 4654.192871
	Iteration 31Q: 3 clusters Score -1321348 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1321370.000000 Penalty: 4654.192871
	Iteration 32Q: 3 clusters Score -1321370 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1321388.125000 Penalty: 4654.192871
	Iteration 33Q: 3 clusters Score -1321388 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1321414.000000 Penalty: 4654.192871
	Iteration 34Q: 3 clusters Score -1321414 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1321435.000000 Penalty: 4654.192871
	Iteration 35Q: 3 clusters Score -1321435 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1321451.625000 Penalty: 4654.192871
	Iteration 36Q: 3 clusters Score -1321452 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1321467.625000 Penalty: 4654.192871
	Iteration 37Q: 3 clusters Score -1321468 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1321489.500000 Penalty: 4654.192871
	Iteration 38Q: 3 clusters Score -1321490 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1321500.000000 Penalty: 4654.192871
	Iteration 39Q: 3 clusters Score -1321500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1321510.875000 Penalty: 4654.192871
	Iteration 40F: 3 clusters Score -1321511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10527 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1321514.500000 Penalty: 4654.192871
	Iteration 41Q: 3 clusters Score -1321514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1321522.250000 Penalty: 4654.192871
	Iteration 42Q: 3 clusters Score -1321522 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1321529.250000 Penalty: 4654.192871
	Iteration 43Q: 3 clusters Score -1321529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1321532.250000 Penalty: 4654.192871
	Iteration 44Q: 3 clusters Score -1321532 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1321537.375000 Penalty: 4654.192871
	Iteration 45Q: 3 clusters Score -1321537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1321536.625000 Penalty: 4654.192871
	Iteration 46Q: 3 clusters Score -1321537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1321538.625000 Penalty: 4654.192871
	Iteration 47Q: 3 clusters Score -1321539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1321540.250000 Penalty: 4654.192871
	Iteration 48Q: 3 clusters Score -1321540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1321540.500000 Penalty: 4654.192871
	Iteration 49Q: 3 clusters Score -1321540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1321543.000000 Penalty: 4654.192871
	Iteration 50Q: 3 clusters Score -1321543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -1321543.000000 Penalty: 4654.192871
	Iteration 51F: 3 clusters Score -1321543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (317667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317667 members 
Entering Unmasked Estep 
Score: -37315276.000000 Penalty: 3141.852295
	Iteration 0F: 2 clusters Score -3.731528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158682 members 
Mstep: Class 2 contains 158985 members 
Entering Unmasked Estep 
Score: -37127492.000000 Penalty: 6283.704590
	Iteration 0F: 3 clusters Score -3.712749e+07 nChanged 154437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160261 members 
Mstep: Class 2 contains 157406 members 
Entering Unmasked Estep 
Score: -37218436.000000 Penalty: 6283.704590
	Iteration 1F: 3 clusters Score -3.721844e+07 nChanged 7933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161030 members 
Mstep: Class 2 contains 156637 members 
Entering Unmasked Estep 
Score: -37219764.000000 Penalty: 6283.704590
	Iteration 2Q: 3 clusters Score -3.721976e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162392 members 
Mstep: Class 2 contains 155275 members 
Entering Unmasked Estep 
Score: -37221324.000000 Penalty: 6283.704590
	Iteration 3Q: 3 clusters Score -3.722132e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164277 members 
Mstep: Class 2 contains 153390 members 
Entering Unmasked Estep 
Score: -37223524.000000 Penalty: 6283.704590
	Iteration 4Q: 3 clusters Score -3.722352e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167010 members 
Mstep: Class 2 contains 150657 members 
Entering Unmasked Estep 
Score: -37226156.000000 Penalty: 6283.704590
	Iteration 5Q: 3 clusters Score -3.722616e+07 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170599 members 
Mstep: Class 2 contains 147068 members 
Entering Unmasked Estep 
Score: -37229604.000000 Penalty: 6283.704590
	Iteration 6Q: 3 clusters Score -3.72296e+07 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175452 members 
Mstep: Class 2 contains 142215 members 
Entering Unmasked Estep 
Score: -37234112.000000 Penalty: 6283.704590
	Iteration 7Q: 3 clusters Score -3.723411e+07 nChanged 14646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182354 members 
Mstep: Class 2 contains 135313 members 
Entering Unmasked Estep 
Score: -37240108.000000 Penalty: 6283.704590
	Iteration 8Q: 3 clusters Score -3.724011e+07 nChanged 15946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191668 members 
Mstep: Class 2 contains 125999 members 
Entering Unmasked Estep 
Score: -37247300.000000 Penalty: 6283.704590
	Iteration 9F: 3 clusters Score -3.72473e+07 nChanged 17324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203590 members 
Mstep: Class 2 contains 114077 members 
Entering Unmasked Estep 
Score: -37256664.000000 Penalty: 6283.704590
	Iteration 10F: 3 clusters Score -3.725666e+07 nChanged 18344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217702 members 
Mstep: Class 2 contains 99965 members 
Entering Unmasked Estep 
Score: -37267664.000000 Penalty: 6283.704590
	Iteration 11F: 3 clusters Score -3.726766e+07 nChanged 18366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232988 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -37280460.000000 Penalty: 6283.704590
	Iteration 12F: 3 clusters Score -3.728046e+07 nChanged 17032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247904 members 
Mstep: Class 2 contains 69763 members 
Entering Unmasked Estep 
Score: -37291840.000000 Penalty: 6283.704590
	Iteration 13F: 3 clusters Score -3.729184e+07 nChanged 14383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261143 members 
Mstep: Class 2 contains 56524 members 
Entering Unmasked Estep 
Score: -37301628.000000 Penalty: 6283.704590
	Iteration 14Q: 3 clusters Score -3.730163e+07 nChanged 11496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272233 members 
Mstep: Class 2 contains 45434 members 
Entering Unmasked Estep 
Score: -37309144.000000 Penalty: 6283.704590
	Iteration 15Q: 3 clusters Score -3.730914e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281627 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -37314748.000000 Penalty: 6283.704590
	Iteration 16Q: 3 clusters Score -3.731475e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289389 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -37319716.000000 Penalty: 6283.704590
	Iteration 17Q: 3 clusters Score -3.731972e+07 nChanged 6216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295605 members 
Mstep: Class 2 contains 22062 members 
Entering Unmasked Estep 
Score: -37322896.000000 Penalty: 6283.704590
	Iteration 18Q: 3 clusters Score -3.73229e+07 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300507 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -37323592.000000 Penalty: 6283.704590
	Iteration 19Q: 3 clusters Score -3.732359e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304465 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -37322504.000000 Penalty: 6283.704590
	Iteration 20F: 3 clusters Score -3.73225e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307592 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -37321072.000000 Penalty: 6283.704590
	Iteration 21Q: 3 clusters Score -3.732107e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310067 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -37319160.000000 Penalty: 6283.704590
	Iteration 22Q: 3 clusters Score -3.731916e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311832 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -37317828.000000 Penalty: 6283.704590
	Iteration 23Q: 3 clusters Score -3.731783e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313175 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -37316996.000000 Penalty: 6283.704590
	Iteration 24Q: 3 clusters Score -3.7317e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314162 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -37316164.000000 Penalty: 6283.704590
	Iteration 25Q: 3 clusters Score -3.731616e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314901 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -37315560.000000 Penalty: 6283.704590
	Iteration 26Q: 3 clusters Score -3.731556e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315440 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -37314936.000000 Penalty: 6283.704590
	Iteration 27Q: 3 clusters Score -3.731494e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315845 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -37314524.000000 Penalty: 6283.704590
	Iteration 28Q: 3 clusters Score -3.731452e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316144 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -37314232.000000 Penalty: 6283.704590
	Iteration 29Q: 3 clusters Score -3.731423e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316370 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -37314032.000000 Penalty: 6283.704590
	Iteration 30Q: 3 clusters Score -3.731403e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316521 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -37313960.000000 Penalty: 6283.704590
	Iteration 31Q: 3 clusters Score -3.731396e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316641 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -37313776.000000 Penalty: 6283.704590
	Iteration 32Q: 3 clusters Score -3.731378e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316732 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -37313716.000000 Penalty: 6283.704590
	Iteration 33Q: 3 clusters Score -3.731372e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316801 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -37313676.000000 Penalty: 6283.704590
	Iteration 34Q: 3 clusters Score -3.731368e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316852 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -37313624.000000 Penalty: 6283.704590
	Iteration 35Q: 3 clusters Score -3.731362e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316885 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -37313580.000000 Penalty: 6283.704590
	Iteration 36Q: 3 clusters Score -3.731358e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316916 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -37313576.000000 Penalty: 6283.704590
	Iteration 37Q: 3 clusters Score -3.731358e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316941 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -37313504.000000 Penalty: 6283.704590
	Iteration 38Q: 3 clusters Score -3.73135e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316958 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -37313488.000000 Penalty: 6283.704590
	Iteration 39Q: 3 clusters Score -3.731349e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316976 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -37313464.000000 Penalty: 6283.704590
	Iteration 40F: 3 clusters Score -3.731346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316988 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -37313456.000000 Penalty: 6283.704590
	Iteration 41Q: 3 clusters Score -3.731346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317002 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -37313424.000000 Penalty: 6283.704590
	Iteration 42Q: 3 clusters Score -3.731342e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317014 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -37313392.000000 Penalty: 6283.704590
	Iteration 43Q: 3 clusters Score -3.731339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317026 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -37313400.000000 Penalty: 6283.704590
	Iteration 44Q: 3 clusters Score -3.73134e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317033 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -37313396.000000 Penalty: 6283.704590
	Iteration 45Q: 3 clusters Score -3.73134e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317037 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -37313376.000000 Penalty: 6283.704590
	Iteration 46Q: 3 clusters Score -3.731338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317042 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -37313376.000000 Penalty: 6283.704590
	Iteration 47Q: 3 clusters Score -3.731338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317047 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -37313372.000000 Penalty: 6283.704590
	Iteration 48Q: 3 clusters Score -3.731337e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317052 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -37313344.000000 Penalty: 6283.704590
	Iteration 49Q: 3 clusters Score -3.731334e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317059 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -37313340.000000 Penalty: 6283.704590
	Iteration 50Q: 3 clusters Score -3.731334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317062 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -37313324.000000 Penalty: 6283.704590
	Iteration 51Q: 3 clusters Score -3.731332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317065 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -37313320.000000 Penalty: 6283.704590
	Iteration 52Q: 3 clusters Score -3.731332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317069 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -37313348.000000 Penalty: 6283.704590
	Iteration 53Q: 3 clusters Score -3.731335e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317072 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -37313332.000000 Penalty: 6283.704590
	Iteration 54Q: 3 clusters Score -3.731333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317076 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -37313312.000000 Penalty: 6283.704590
	Iteration 55Q: 3 clusters Score -3.731331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317077 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -37313308.000000 Penalty: 6283.704590
	Iteration 56Q: 3 clusters Score -3.731331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317077 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -37313308.000000 Penalty: 6283.704590
	Iteration 57F: 3 clusters Score -3.731331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Entering Unmasked Estep 
Score: -985753.500000 Penalty: 2278.748779
	Iteration 0F: 2 clusters Score -985753.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -978152.500000 Penalty: 4557.497559
	Iteration 0F: 3 clusters Score -978152.5 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -980323.500000 Penalty: 4557.497559
	Iteration 1F: 3 clusters Score -980323.5 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -980750.312500 Penalty: 4557.497559
	Iteration 2F: 3 clusters Score -980750.3 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -981162.312500 Penalty: 4557.497559
	Iteration 3F: 3 clusters Score -981162.3 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -981529.062500 Penalty: 4557.497559
	Iteration 4F: 3 clusters Score -981529.1 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -981847.750000 Penalty: 4557.497559
	Iteration 5Q: 3 clusters Score -981847.8 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -982165.625000 Penalty: 4557.497559
	Iteration 6Q: 3 clusters Score -982165.6 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -982445.687500 Penalty: 4557.497559
	Iteration 7Q: 3 clusters Score -982445.7 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -982725.125000 Penalty: 4557.497559
	Iteration 8Q: 3 clusters Score -982725.1 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -982976.187500 Penalty: 4557.497559
	Iteration 9Q: 3 clusters Score -982976.2 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -983193.687500 Penalty: 4557.497559
	Iteration 10Q: 3 clusters Score -983193.7 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -983354.250000 Penalty: 4557.497559
	Iteration 11Q: 3 clusters Score -983354.2 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -983456.125000 Penalty: 4557.497559
	Iteration 12Q: 3 clusters Score -983456.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -983529.437500 Penalty: 4557.497559
	Iteration 13Q: 3 clusters Score -983529.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -983576.687500 Penalty: 4557.497559
	Iteration 14Q: 3 clusters Score -983576.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -983607.500000 Penalty: 4557.497559
	Iteration 15Q: 3 clusters Score -983607.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -983630.687500 Penalty: 4557.497559
	Iteration 16Q: 3 clusters Score -983630.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -983653.375000 Penalty: 4557.497559
	Iteration 17Q: 3 clusters Score -983653.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -983675.187500 Penalty: 4557.497559
	Iteration 18Q: 3 clusters Score -983675.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -983702.312500 Penalty: 4557.497559
	Iteration 19Q: 3 clusters Score -983702.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -983727.375000 Penalty: 4557.497559
	Iteration 20F: 3 clusters Score -983727.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -983754.812500 Penalty: 4557.497559
	Iteration 21Q: 3 clusters Score -983754.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -983778.562500 Penalty: 4557.497559
	Iteration 22Q: 3 clusters Score -983778.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -983795.500000 Penalty: 4557.497559
	Iteration 23Q: 3 clusters Score -983795.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -983818.687500 Penalty: 4557.497559
	Iteration 24Q: 3 clusters Score -983818.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -983838.812500 Penalty: 4557.497559
	Iteration 25Q: 3 clusters Score -983838.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -983856.875000 Penalty: 4557.497559
	Iteration 26Q: 3 clusters Score -983856.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -983875.687500 Penalty: 4557.497559
	Iteration 27Q: 3 clusters Score -983875.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -983894.812500 Penalty: 4557.497559
	Iteration 28Q: 3 clusters Score -983894.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -983907.125000 Penalty: 4557.497559
	Iteration 29Q: 3 clusters Score -983907.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -983915.375000 Penalty: 4557.497559
	Iteration 30Q: 3 clusters Score -983915.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -983928.187500 Penalty: 4557.497559
	Iteration 31Q: 3 clusters Score -983928.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -983936.875000 Penalty: 4557.497559
	Iteration 32Q: 3 clusters Score -983936.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -983945.750000 Penalty: 4557.497559
	Iteration 33Q: 3 clusters Score -983945.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -983957.875000 Penalty: 4557.497559
	Iteration 34Q: 3 clusters Score -983957.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -983964.937500 Penalty: 4557.497559
	Iteration 35Q: 3 clusters Score -983964.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -983971.437500 Penalty: 4557.497559
	Iteration 36Q: 3 clusters Score -983971.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -983977.062500 Penalty: 4557.497559
	Iteration 37Q: 3 clusters Score -983977.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -983983.500000 Penalty: 4557.497559
	Iteration 38Q: 3 clusters Score -983983.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -983986.500000 Penalty: 4557.497559
	Iteration 39Q: 3 clusters Score -983986.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -983989.187500 Penalty: 4557.497559
	Iteration 40F: 3 clusters Score -983989.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -983995.000000 Penalty: 4557.497559
	Iteration 41Q: 3 clusters Score -983995 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -984003.062500 Penalty: 4557.497559
	Iteration 42Q: 3 clusters Score -984003.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -984008.375000 Penalty: 4557.497559
	Iteration 43Q: 3 clusters Score -984008.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -984011.937500 Penalty: 4557.497559
	Iteration 44Q: 3 clusters Score -984011.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -984017.562500 Penalty: 4557.497559
	Iteration 45Q: 3 clusters Score -984017.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -984020.625000 Penalty: 4557.497559
	Iteration 46Q: 3 clusters Score -984020.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -984024.625000 Penalty: 4557.497559
	Iteration 47Q: 3 clusters Score -984024.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -984029.375000 Penalty: 4557.497559
	Iteration 48Q: 3 clusters Score -984029.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -984030.937500 Penalty: 4557.497559
	Iteration 49Q: 3 clusters Score -984030.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -984033.500000 Penalty: 4557.497559
	Iteration 50Q: 3 clusters Score -984033.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -984037.250000 Penalty: 4557.497559
	Iteration 51Q: 3 clusters Score -984037.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -984038.687500 Penalty: 4557.497559
	Iteration 52Q: 3 clusters Score -984038.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -984043.250000 Penalty: 4557.497559
	Iteration 53Q: 3 clusters Score -984043.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -984043.937500 Penalty: 4557.497559
	Iteration 54Q: 3 clusters Score -984043.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -984053.000000 Penalty: 4557.497559
	Iteration 55Q: 3 clusters Score -984053 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -984055.437500 Penalty: 4557.497559
	Iteration 56Q: 3 clusters Score -984055.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -984063.250000 Penalty: 4557.497559
	Iteration 57Q: 3 clusters Score -984063.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -984066.187500 Penalty: 4557.497559
	Iteration 58Q: 3 clusters Score -984066.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -984074.562500 Penalty: 4557.497559
	Iteration 59Q: 3 clusters Score -984074.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -984078.687500 Penalty: 4557.497559
	Iteration 60F: 3 clusters Score -984078.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -984083.750000 Penalty: 4557.497559
	Iteration 61Q: 3 clusters Score -984083.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -984088.562500 Penalty: 4557.497559
	Iteration 62Q: 3 clusters Score -984088.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -984093.937500 Penalty: 4557.497559
	Iteration 63Q: 3 clusters Score -984093.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -984094.187500 Penalty: 4557.497559
	Iteration 64Q: 3 clusters Score -984094.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -984104.875000 Penalty: 4557.497559
	Iteration 65Q: 3 clusters Score -984104.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -984107.937500 Penalty: 4557.497559
	Iteration 66Q: 3 clusters Score -984107.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -984117.187500 Penalty: 4557.497559
	Iteration 67Q: 3 clusters Score -984117.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -984125.375000 Penalty: 4557.497559
	Iteration 68Q: 3 clusters Score -984125.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -984133.375000 Penalty: 4557.497559
	Iteration 69Q: 3 clusters Score -984133.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -984146.375000 Penalty: 4557.497559
	Iteration 70Q: 3 clusters Score -984146.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -984160.812500 Penalty: 4557.497559
	Iteration 71Q: 3 clusters Score -984160.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -984178.437500 Penalty: 4557.497559
	Iteration 72Q: 3 clusters Score -984178.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -984198.875000 Penalty: 4557.497559
	Iteration 73Q: 3 clusters Score -984198.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 7009 members 
Entering Unmasked Estep 
Score: -984229.500000 Penalty: 4557.497559
	Iteration 74Q: 3 clusters Score -984229.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -984266.750000 Penalty: 4557.497559
	Iteration 75Q: 3 clusters Score -984266.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -984312.937500 Penalty: 4557.497559
	Iteration 76Q: 3 clusters Score -984312.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -984369.375000 Penalty: 4557.497559
	Iteration 77Q: 3 clusters Score -984369.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -984437.187500 Penalty: 4557.497559
	Iteration 78Q: 3 clusters Score -984437.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -984510.000000 Penalty: 4557.497559
	Iteration 79Q: 3 clusters Score -984510 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -984549.562500 Penalty: 4557.497559
	Iteration 80F: 3 clusters Score -984549.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -984580.187500 Penalty: 4557.497559
	Iteration 81Q: 3 clusters Score -984580.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -984607.375000 Penalty: 4557.497559
	Iteration 82Q: 3 clusters Score -984607.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -984625.812500 Penalty: 4557.497559
	Iteration 83Q: 3 clusters Score -984625.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -984628.937500 Penalty: 4557.497559
	Iteration 84Q: 3 clusters Score -984628.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 7535 members 
Entering Unmasked Estep 
Score: -984634.125000 Penalty: 4557.497559
	Iteration 85Q: 3 clusters Score -984634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -984638.000000 Penalty: 4557.497559
	Iteration 86Q: 3 clusters Score -984638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 7553 members 
Entering Unmasked Estep 
Score: -984639.312500 Penalty: 4557.497559
	Iteration 87Q: 3 clusters Score -984639.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -984639.000000 Penalty: 4557.497559
	Iteration 88Q: 3 clusters Score -984639 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -984640.062500 Penalty: 4557.497559
	Iteration 89Q: 3 clusters Score -984640.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -984640.500000 Penalty: 4557.497559
	Iteration 90Q: 3 clusters Score -984640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -984641.312500 Penalty: 4557.497559
	Iteration 91Q: 3 clusters Score -984641.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -984640.500000 Penalty: 4557.497559
	Iteration 92Q: 3 clusters Score -984640.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -984642.562500 Penalty: 4557.497559
	Iteration 93Q: 3 clusters Score -984642.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -984642.562500 Penalty: 4557.497559
	Iteration 94F: 3 clusters Score -984642.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Entering Unmasked Estep 
Score: -2409060.750000 Penalty: 2474.392334
	Iteration 0F: 2 clusters Score -2409061 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -2394058.500000 Penalty: 4948.784668
	Iteration 0F: 3 clusters Score -2394058 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2399188.500000 Penalty: 4948.784668
	Iteration 1F: 3 clusters Score -2399188 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2399661.750000 Penalty: 4948.784668
	Iteration 2F: 3 clusters Score -2399662 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10819 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2400177.250000 Penalty: 4948.784668
	Iteration 3F: 3 clusters Score -2400177 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2400703.500000 Penalty: 4948.784668
	Iteration 4Q: 3 clusters Score -2400704 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2401240.750000 Penalty: 4948.784668
	Iteration 5Q: 3 clusters Score -2401241 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -2401796.500000 Penalty: 4948.784668
	Iteration 6F: 3 clusters Score -2401796 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2402389.000000 Penalty: 4948.784668
	Iteration 7F: 3 clusters Score -2402389 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2402885.250000 Penalty: 4948.784668
	Iteration 8Q: 3 clusters Score -2402885 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2403281.250000 Penalty: 4948.784668
	Iteration 9Q: 3 clusters Score -2403281 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -2403588.250000 Penalty: 4948.784668
	Iteration 10Q: 3 clusters Score -2403588 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -2403864.500000 Penalty: 4948.784668
	Iteration 11Q: 3 clusters Score -2403864 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2404108.250000 Penalty: 4948.784668
	Iteration 12Q: 3 clusters Score -2404108 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -2404332.500000 Penalty: 4948.784668
	Iteration 13Q: 3 clusters Score -2404332 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -2404572.750000 Penalty: 4948.784668
	Iteration 14Q: 3 clusters Score -2404573 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -2404899.750000 Penalty: 4948.784668
	Iteration 15Q: 3 clusters Score -2404900 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -2405242.000000 Penalty: 4948.784668
	Iteration 16Q: 3 clusters Score -2405242 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2405567.500000 Penalty: 4948.784668
	Iteration 17Q: 3 clusters Score -2405568 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2405804.250000 Penalty: 4948.784668
	Iteration 18Q: 3 clusters Score -2405804 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2405990.750000 Penalty: 4948.784668
	Iteration 19Q: 3 clusters Score -2405991 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -2406109.500000 Penalty: 4948.784668
	Iteration 20F: 3 clusters Score -2406110 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2406182.000000 Penalty: 4948.784668
	Iteration 21Q: 3 clusters Score -2406182 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -2406255.500000 Penalty: 4948.784668
	Iteration 22Q: 3 clusters Score -2406256 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -2406302.750000 Penalty: 4948.784668
	Iteration 23Q: 3 clusters Score -2406303 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15551 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2406341.500000 Penalty: 4948.784668
	Iteration 24Q: 3 clusters Score -2406342 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2406377.000000 Penalty: 4948.784668
	Iteration 25Q: 3 clusters Score -2406377 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15773 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2406401.500000 Penalty: 4948.784668
	Iteration 26Q: 3 clusters Score -2406402 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2406431.000000 Penalty: 4948.784668
	Iteration 27Q: 3 clusters Score -2406431 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2406456.250000 Penalty: 4948.784668
	Iteration 28Q: 3 clusters Score -2406456 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2406491.250000 Penalty: 4948.784668
	Iteration 29Q: 3 clusters Score -2406491 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2406512.500000 Penalty: 4948.784668
	Iteration 30Q: 3 clusters Score -2406512 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2406531.250000 Penalty: 4948.784668
	Iteration 31Q: 3 clusters Score -2406531 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2406545.500000 Penalty: 4948.784668
	Iteration 32Q: 3 clusters Score -2406546 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -2406560.250000 Penalty: 4948.784668
	Iteration 33Q: 3 clusters Score -2406560 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2406569.250000 Penalty: 4948.784668
	Iteration 34Q: 3 clusters Score -2406569 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -2406575.500000 Penalty: 4948.784668
	Iteration 35Q: 3 clusters Score -2406576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -2406578.000000 Penalty: 4948.784668
	Iteration 36Q: 3 clusters Score -2406578 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2406588.750000 Penalty: 4948.784668
	Iteration 37Q: 3 clusters Score -2406589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -2406586.500000 Penalty: 4948.784668
	Iteration 38Q: 3 clusters Score -2406586 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -2406590.250000 Penalty: 4948.784668
	Iteration 39Q: 3 clusters Score -2406590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -2406596.000000 Penalty: 4948.784668
	Iteration 40F: 3 clusters Score -2406596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2406599.750000 Penalty: 4948.784668
	Iteration 41Q: 3 clusters Score -2406600 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -2406597.000000 Penalty: 4948.784668
	Iteration 42Q: 3 clusters Score -2406597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -2406605.000000 Penalty: 4948.784668
	Iteration 43Q: 3 clusters Score -2406605 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -2406618.000000 Penalty: 4948.784668
	Iteration 44Q: 3 clusters Score -2406618 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2406615.750000 Penalty: 4948.784668
	Iteration 45Q: 3 clusters Score -2406616 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16911 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2406614.500000 Penalty: 4948.784668
	Iteration 46Q: 3 clusters Score -2406614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2406621.750000 Penalty: 4948.784668
	Iteration 47Q: 3 clusters Score -2406622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -2406626.500000 Penalty: 4948.784668
	Iteration 48Q: 3 clusters Score -2406626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -2406625.500000 Penalty: 4948.784668
	Iteration 49Q: 3 clusters Score -2406626 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2406628.250000 Penalty: 4948.784668
	Iteration 50Q: 3 clusters Score -2406628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2406627.750000 Penalty: 4948.784668
	Iteration 51Q: 3 clusters Score -2406628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2406628.750000 Penalty: 4948.784668
	Iteration 52Q: 3 clusters Score -2406629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2406629.500000 Penalty: 4948.784668
	Iteration 53Q: 3 clusters Score -2406630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2406628.500000 Penalty: 4948.784668
	Iteration 54Q: 3 clusters Score -2406628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -2406630.250000 Penalty: 4948.784668
	Iteration 55Q: 3 clusters Score -2406630 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2406628.000000 Penalty: 4948.784668
	Iteration 56Q: 3 clusters Score -2406628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17005 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -2406627.250000 Penalty: 4948.784668
	Iteration 57Q: 3 clusters Score -2406627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2406626.000000 Penalty: 4948.784668
	Iteration 58Q: 3 clusters Score -2406626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2406626.250000 Penalty: 4948.784668
	Iteration 59Q: 3 clusters Score -2406626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -2406631.500000 Penalty: 4948.784668
	Iteration 60F: 3 clusters Score -2406632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17021 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2406632.750000 Penalty: 4948.784668
	Iteration 61Q: 3 clusters Score -2406633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2406633.750000 Penalty: 4948.784668
	Iteration 62Q: 3 clusters Score -2406634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2406632.750000 Penalty: 4948.784668
	Iteration 63Q: 3 clusters Score -2406633 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2406633.250000 Penalty: 4948.784668
	Iteration 64Q: 3 clusters Score -2406633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2406633.250000 Penalty: 4948.784668
	Iteration 65F: 3 clusters Score -2406633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -71591.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -71591.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -69866.476562 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -69866.48 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -70218.546875 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -70218.55 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -70441.062500 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -70441.06 nChanged 35
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: -70579.281250 Penalty: 3273.535889
	Iteration 3Q: 3 clusters Score -70579.28 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70716.273438 Penalty: 3273.535889
	Iteration 4Q: 3 clusters Score -70716.27 nChanged 33
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: -70828.304688 Penalty: 3273.535889
	Iteration 5Q: 3 clusters Score -70828.3 nChanged 21
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: -70980.062500 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -70980.06 nChanged 24
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: -71120.289062 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -71120.29 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -71234.851562 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -71234.85 nChanged 27
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: -71344.015625 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -71344.02 nChanged 27
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: -71454.656250 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -71454.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -71597.148438 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -71597.15 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71722.437500 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -71722.44 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -71783.835938 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -71783.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71832.578125 Penalty: 3273.535889
	Iteration 14Q: 3 clusters Score -71832.58 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -71882.921875 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -71882.92 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -71931.179688 Penalty: 3273.535889
	Iteration 16Q: 3 clusters Score -71931.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -72036.257812 Penalty: 3273.535889
	Iteration 17Q: 3 clusters Score -72036.26 nChanged 9
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: -72334.742188 Penalty: 3273.535889
	Iteration 18Q: 3 clusters Score -72334.74 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -72433.812500 Penalty: 3273.535889
	Iteration 19Q: 3 clusters Score -72433.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -72447.554688 Penalty: 3273.535889
	Iteration 20F: 3 clusters Score -72447.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -72455.453125 Penalty: 3273.535889
	Iteration 21Q: 3 clusters Score -72455.45 nChanged 5
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: -72465.531250 Penalty: 3273.535889
	Iteration 22Q: 3 clusters Score -72465.53 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -72480.570312 Penalty: 3273.535889
	Iteration 23Q: 3 clusters Score -72480.57 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -72492.023438 Penalty: 3273.535889
	Iteration 24Q: 3 clusters Score -72492.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -72504.007812 Penalty: 3273.535889
	Iteration 25Q: 3 clusters Score -72504.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72518.867188 Penalty: 3273.535889
	Iteration 26Q: 3 clusters Score -72518.87 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -72537.546875 Penalty: 3273.535889
	Iteration 27Q: 3 clusters Score -72537.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -72560.070312 Penalty: 3273.535889
	Iteration 28Q: 3 clusters Score -72560.07 nChanged 8
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: -72586.367188 Penalty: 3273.535889
	Iteration 29Q: 3 clusters Score -72586.37 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -72639.796875 Penalty: 3273.535889
	Iteration 30Q: 3 clusters Score -72639.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -72712.679688 Penalty: 3273.535889
	Iteration 31Q: 3 clusters Score -72712.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -72824.742188 Penalty: 3273.535889
	Iteration 32Q: 3 clusters Score -72824.74 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -72966.687500 Penalty: 3273.535889
	Iteration 33Q: 3 clusters Score -72966.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73042.593750 Penalty: 3273.535889
	Iteration 34Q: 3 clusters Score -73042.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -73042.593750 Penalty: 3273.535889
	Iteration 35F: 3 clusters Score -73042.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 23904 members 
Mstep: Class 4 contains 9370 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 54836 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 241187 members 
Mstep: Class 10 contains 24653 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 40577 members 
Mstep: Class 13 contains 6198 members 
Mstep: Class 14 contains 213643 members 
Mstep: Class 15 contains 15558 members 
Mstep: Class 16 contains 37744 members 
Mstep: Class 17 contains 24691 members 
Mstep: Class 18 contains 79417 members 
Mstep: Class 19 contains 11890 members 
Mstep: Class 20 contains 317667 members 
Mstep: Class 21 contains 9784 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 236 members 
Mstep: Class 24 contains 4983 members 
Mstep: Class 25 contains 18260 members 
Mstep: Class 26 contains 196910 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Mstep: Class 29 contains 499 members 
Entering Unmasked Estep 
Score: -161421840.000000 Penalty: 101876.304688
Splitting cluster 23 changes total score from -161422624.000000 to -161421840.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4983 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Entering Unmasked Estep 
Score: -428020.437500 Penalty: 2111.419189
	Iteration 0F: 2 clusters Score -428020.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -423569.312500 Penalty: 4222.838379
	Iteration 0F: 3 clusters Score -423569.3 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -424797.906250 Penalty: 4222.838379
	Iteration 1F: 3 clusters Score -424797.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -425140.093750 Penalty: 4222.838379
	Iteration 2F: 3 clusters Score -425140.1 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -425384.062500 Penalty: 4222.838379
	Iteration 3F: 3 clusters Score -425384.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -425601.937500 Penalty: 4222.838379
	Iteration 4F: 3 clusters Score -425601.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -425828.968750 Penalty: 4222.838379
	Iteration 5F: 3 clusters Score -425829 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -426072.812500 Penalty: 4222.838379
	Iteration 6Q: 3 clusters Score -426072.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -426243.812500 Penalty: 4222.838379
	Iteration 7Q: 3 clusters Score -426243.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -426367.781250 Penalty: 4222.838379
	Iteration 8Q: 3 clusters Score -426367.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -426451.062500 Penalty: 4222.838379
	Iteration 9Q: 3 clusters Score -426451.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -426539.812500 Penalty: 4222.838379
	Iteration 10Q: 3 clusters Score -426539.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -426636.062500 Penalty: 4222.838379
	Iteration 11Q: 3 clusters Score -426636.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -426729.312500 Penalty: 4222.838379
	Iteration 12Q: 3 clusters Score -426729.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -426828.687500 Penalty: 4222.838379
	Iteration 13Q: 3 clusters Score -426828.7 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -426929.937500 Penalty: 4222.838379
	Iteration 14Q: 3 clusters Score -426929.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -427034.406250 Penalty: 4222.838379
	Iteration 15Q: 3 clusters Score -427034.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -427129.125000 Penalty: 4222.838379
	Iteration 16Q: 3 clusters Score -427129.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -427214.031250 Penalty: 4222.838379
	Iteration 17Q: 3 clusters Score -427214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -427291.718750 Penalty: 4222.838379
	Iteration 18Q: 3 clusters Score -427291.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -427369.031250 Penalty: 4222.838379
	Iteration 19Q: 3 clusters Score -427369 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -427425.437500 Penalty: 4222.838379
	Iteration 20F: 3 clusters Score -427425.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -427464.906250 Penalty: 4222.838379
	Iteration 21Q: 3 clusters Score -427464.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -427496.093750 Penalty: 4222.838379
	Iteration 22Q: 3 clusters Score -427496.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -427516.750000 Penalty: 4222.838379
	Iteration 23Q: 3 clusters Score -427516.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -427537.562500 Penalty: 4222.838379
	Iteration 24Q: 3 clusters Score -427537.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -427545.406250 Penalty: 4222.838379
	Iteration 25Q: 3 clusters Score -427545.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -427549.281250 Penalty: 4222.838379
	Iteration 26Q: 3 clusters Score -427549.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -427553.406250 Penalty: 4222.838379
	Iteration 27Q: 3 clusters Score -427553.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -427556.937500 Penalty: 4222.838379
	Iteration 28Q: 3 clusters Score -427556.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -427558.406250 Penalty: 4222.838379
	Iteration 29Q: 3 clusters Score -427558.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -427559.250000 Penalty: 4222.838379
	Iteration 30Q: 3 clusters Score -427559.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -427559.656250 Penalty: 4222.838379
	Iteration 31Q: 3 clusters Score -427559.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -427561.250000 Penalty: 4222.838379
	Iteration 32Q: 3 clusters Score -427561.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -427561.375000 Penalty: 4222.838379
	Iteration 33Q: 3 clusters Score -427561.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -427561.375000 Penalty: 4222.838379
	Iteration 34F: 3 clusters Score -427561.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Entering Unmasked Estep 
Score: -2192800.750000 Penalty: 2433.492188
	Iteration 0F: 2 clusters Score -2192801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -2179935.750000 Penalty: 4866.984375
	Iteration 0F: 3 clusters Score -2179936 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -2184078.500000 Penalty: 4866.984375
	Iteration 1F: 3 clusters Score -2184078 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -2184452.000000 Penalty: 4866.984375
	Iteration 2F: 3 clusters Score -2184452 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -2184753.250000 Penalty: 4866.984375
	Iteration 3Q: 3 clusters Score -2184753 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -2185002.250000 Penalty: 4866.984375
	Iteration 4Q: 3 clusters Score -2185002 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 7654 members 
Entering Unmasked Estep 
Score: -2185249.250000 Penalty: 4866.984375
	Iteration 5Q: 3 clusters Score -2185249 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -2185544.500000 Penalty: 4866.984375
	Iteration 6Q: 3 clusters Score -2185544 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2185887.000000 Penalty: 4866.984375
	Iteration 7Q: 3 clusters Score -2185887 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -2186327.000000 Penalty: 4866.984375
	Iteration 8Q: 3 clusters Score -2186327 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2186943.750000 Penalty: 4866.984375
	Iteration 9F: 3 clusters Score -2186944 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2187747.250000 Penalty: 4866.984375
	Iteration 10F: 3 clusters Score -2187747 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15301 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -2188570.000000 Penalty: 4866.984375
	Iteration 11F: 3 clusters Score -2188570 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2189256.250000 Penalty: 4866.984375
	Iteration 12Q: 3 clusters Score -2189256 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2189760.750000 Penalty: 4866.984375
	Iteration 13Q: 3 clusters Score -2189761 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -2190067.250000 Penalty: 4866.984375
	Iteration 14Q: 3 clusters Score -2190067 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2190228.750000 Penalty: 4866.984375
	Iteration 15Q: 3 clusters Score -2190229 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2190325.000000 Penalty: 4866.984375
	Iteration 16Q: 3 clusters Score -2190325 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2190402.000000 Penalty: 4866.984375
	Iteration 17Q: 3 clusters Score -2190402 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2190467.750000 Penalty: 4866.984375
	Iteration 18Q: 3 clusters Score -2190468 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2190522.750000 Penalty: 4866.984375
	Iteration 19Q: 3 clusters Score -2190523 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2190559.500000 Penalty: 4866.984375
	Iteration 20F: 3 clusters Score -2190560 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2190594.500000 Penalty: 4866.984375
	Iteration 21Q: 3 clusters Score -2190594 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17542 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2190604.500000 Penalty: 4866.984375
	Iteration 22Q: 3 clusters Score -2190604 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -2190622.250000 Penalty: 4866.984375
	Iteration 23Q: 3 clusters Score -2190622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2190640.250000 Penalty: 4866.984375
	Iteration 24Q: 3 clusters Score -2190640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -2190649.250000 Penalty: 4866.984375
	Iteration 25Q: 3 clusters Score -2190649 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2190660.000000 Penalty: 4866.984375
	Iteration 26Q: 3 clusters Score -2190660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2190676.000000 Penalty: 4866.984375
	Iteration 27Q: 3 clusters Score -2190676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -2190688.500000 Penalty: 4866.984375
	Iteration 28Q: 3 clusters Score -2190688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2190701.500000 Penalty: 4866.984375
	Iteration 29Q: 3 clusters Score -2190702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17673 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -2190710.000000 Penalty: 4866.984375
	Iteration 30Q: 3 clusters Score -2190710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2190723.000000 Penalty: 4866.984375
	Iteration 31Q: 3 clusters Score -2190723 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -2190728.250000 Penalty: 4866.984375
	Iteration 32Q: 3 clusters Score -2190728 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2190731.000000 Penalty: 4866.984375
	Iteration 33Q: 3 clusters Score -2190731 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2190734.250000 Penalty: 4866.984375
	Iteration 34Q: 3 clusters Score -2190734 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -2190740.750000 Penalty: 4866.984375
	Iteration 35Q: 3 clusters Score -2190741 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2190739.000000 Penalty: 4866.984375
	Iteration 36Q: 3 clusters Score -2190739 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2190742.000000 Penalty: 4866.984375
	Iteration 37Q: 3 clusters Score -2190742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2190742.000000 Penalty: 4866.984375
	Iteration 38Q: 3 clusters Score -2190742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2190742.500000 Penalty: 4866.984375
	Iteration 39Q: 3 clusters Score -2190742 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2190742.500000 Penalty: 4866.984375
	Iteration 40F: 3 clusters Score -2190742 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (196910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196910 members 
Entering Unmasked Estep 
Score: -23104370.000000 Penalty: 3023.244629
	Iteration 0F: 2 clusters Score -2.310437e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98350 members 
Mstep: Class 2 contains 98560 members 
Entering Unmasked Estep 
Score: -22976074.000000 Penalty: 6046.489258
	Iteration 0F: 3 clusters Score -2.297607e+07 nChanged 94548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96044 members 
Mstep: Class 2 contains 100866 members 
Entering Unmasked Estep 
Score: -23031772.000000 Penalty: 6046.489258
	Iteration 1F: 3 clusters Score -2.303177e+07 nChanged 5927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94411 members 
Mstep: Class 2 contains 102499 members 
Entering Unmasked Estep 
Score: -23033076.000000 Penalty: 6046.489258
	Iteration 2Q: 3 clusters Score -2.303308e+07 nChanged 6195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91924 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -23034688.000000 Penalty: 6046.489258
	Iteration 3Q: 3 clusters Score -2.303469e+07 nChanged 7263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88149 members 
Mstep: Class 2 contains 108761 members 
Entering Unmasked Estep 
Score: -23037244.000000 Penalty: 6046.489258
	Iteration 4Q: 3 clusters Score -2.303724e+07 nChanged 9273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82306 members 
Mstep: Class 2 contains 114604 members 
Entering Unmasked Estep 
Score: -23041180.000000 Penalty: 6046.489258
	Iteration 5Q: 3 clusters Score -2.304118e+07 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73969 members 
Mstep: Class 2 contains 122941 members 
Entering Unmasked Estep 
Score: -23048440.000000 Penalty: 6046.489258
	Iteration 6F: 3 clusters Score -2.304844e+07 nChanged 14866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62923 members 
Mstep: Class 2 contains 133987 members 
Entering Unmasked Estep 
Score: -23059502.000000 Penalty: 6046.489258
	Iteration 7F: 3 clusters Score -2.30595e+07 nChanged 15864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50763 members 
Mstep: Class 2 contains 146147 members 
Entering Unmasked Estep 
Score: -23073300.000000 Penalty: 6046.489258
	Iteration 8F: 3 clusters Score -2.30733e+07 nChanged 13801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 156700 members 
Entering Unmasked Estep 
Score: -23085780.000000 Penalty: 6046.489258
	Iteration 9F: 3 clusters Score -2.308578e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 164582 members 
Entering Unmasked Estep 
Score: -23094072.000000 Penalty: 6046.489258
	Iteration 10Q: 3 clusters Score -2.309407e+07 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 170315 members 
Entering Unmasked Estep 
Score: -23098562.000000 Penalty: 6046.489258
	Iteration 11Q: 3 clusters Score -2.309856e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 174845 members 
Entering Unmasked Estep 
Score: -23100868.000000 Penalty: 6046.489258
	Iteration 12Q: 3 clusters Score -2.310087e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 178749 members 
Entering Unmasked Estep 
Score: -23102214.000000 Penalty: 6046.489258
	Iteration 13Q: 3 clusters Score -2.310221e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 181929 members 
Entering Unmasked Estep 
Score: -23102916.000000 Penalty: 6046.489258
	Iteration 14Q: 3 clusters Score -2.310292e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 184460 members 
Entering Unmasked Estep 
Score: -23103598.000000 Penalty: 6046.489258
	Iteration 15Q: 3 clusters Score -2.31036e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 186559 members 
Entering Unmasked Estep 
Score: -23103916.000000 Penalty: 6046.489258
	Iteration 16Q: 3 clusters Score -2.310392e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 188279 members 
Entering Unmasked Estep 
Score: -23103982.000000 Penalty: 6046.489258
	Iteration 17Q: 3 clusters Score -2.310398e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 189660 members 
Entering Unmasked Estep 
Score: -23104010.000000 Penalty: 6046.489258
	Iteration 18Q: 3 clusters Score -2.310401e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 190747 members 
Entering Unmasked Estep 
Score: -23104012.000000 Penalty: 6046.489258
	Iteration 19Q: 3 clusters Score -2.310401e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 191639 members 
Entering Unmasked Estep 
Score: -23103986.000000 Penalty: 6046.489258
	Iteration 20F: 3 clusters Score -2.310399e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 192343 members 
Entering Unmasked Estep 
Score: -23103902.000000 Penalty: 6046.489258
	Iteration 21Q: 3 clusters Score -2.31039e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 192905 members 
Entering Unmasked Estep 
Score: -23103806.000000 Penalty: 6046.489258
	Iteration 22Q: 3 clusters Score -2.310381e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 193309 members 
Entering Unmasked Estep 
Score: -23103748.000000 Penalty: 6046.489258
	Iteration 23Q: 3 clusters Score -2.310375e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 193643 members 
Entering Unmasked Estep 
Score: -23103702.000000 Penalty: 6046.489258
	Iteration 24Q: 3 clusters Score -2.31037e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 193919 members 
Entering Unmasked Estep 
Score: -23103704.000000 Penalty: 6046.489258
	Iteration 25Q: 3 clusters Score -2.31037e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 194141 members 
Entering Unmasked Estep 
Score: -23103616.000000 Penalty: 6046.489258
	Iteration 26Q: 3 clusters Score -2.310362e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 194311 members 
Entering Unmasked Estep 
Score: -23103576.000000 Penalty: 6046.489258
	Iteration 27Q: 3 clusters Score -2.310358e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 194460 members 
Entering Unmasked Estep 
Score: -23103558.000000 Penalty: 6046.489258
	Iteration 28Q: 3 clusters Score -2.310356e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 194582 members 
Entering Unmasked Estep 
Score: -23103532.000000 Penalty: 6046.489258
	Iteration 29Q: 3 clusters Score -2.310353e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 194685 members 
Entering Unmasked Estep 
Score: -23103498.000000 Penalty: 6046.489258
	Iteration 30Q: 3 clusters Score -2.31035e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 194772 members 
Entering Unmasked Estep 
Score: -23103450.000000 Penalty: 6046.489258
	Iteration 31Q: 3 clusters Score -2.310345e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 194833 members 
Entering Unmasked Estep 
Score: -23103422.000000 Penalty: 6046.489258
	Iteration 32Q: 3 clusters Score -2.310342e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 194883 members 
Entering Unmasked Estep 
Score: -23103424.000000 Penalty: 6046.489258
	Iteration 33Q: 3 clusters Score -2.310342e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 194929 members 
Entering Unmasked Estep 
Score: -23103380.000000 Penalty: 6046.489258
	Iteration 34Q: 3 clusters Score -2.310338e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 194962 members 
Entering Unmasked Estep 
Score: -23103350.000000 Penalty: 6046.489258
	Iteration 35Q: 3 clusters Score -2.310335e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 194988 members 
Entering Unmasked Estep 
Score: -23103348.000000 Penalty: 6046.489258
	Iteration 36Q: 3 clusters Score -2.310335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 195015 members 
Entering Unmasked Estep 
Score: -23103372.000000 Penalty: 6046.489258
	Iteration 37Q: 3 clusters Score -2.310337e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 195037 members 
Entering Unmasked Estep 
Score: -23103386.000000 Penalty: 6046.489258
	Iteration 38Q: 3 clusters Score -2.310339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 195046 members 
Entering Unmasked Estep 
Score: -23103372.000000 Penalty: 6046.489258
	Iteration 39Q: 3 clusters Score -2.310337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 195049 members 
Entering Unmasked Estep 
Score: -23103368.000000 Penalty: 6046.489258
	Iteration 40F: 3 clusters Score -2.310337e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 195053 members 
Entering Unmasked Estep 
Score: -23103376.000000 Penalty: 6046.489258
	Iteration 41Q: 3 clusters Score -2.310338e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 195058 members 
Entering Unmasked Estep 
Score: -23103380.000000 Penalty: 6046.489258
	Iteration 42Q: 3 clusters Score -2.310338e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 195064 members 
Entering Unmasked Estep 
Score: -23103368.000000 Penalty: 6046.489258
	Iteration 43Q: 3 clusters Score -2.310337e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 195069 members 
Entering Unmasked Estep 
Score: -23103370.000000 Penalty: 6046.489258
	Iteration 44Q: 3 clusters Score -2.310337e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 195072 members 
Entering Unmasked Estep 
Score: -23103356.000000 Penalty: 6046.489258
	Iteration 45Q: 3 clusters Score -2.310336e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 195073 members 
Entering Unmasked Estep 
Score: -23103356.000000 Penalty: 6046.489258
	Iteration 46Q: 3 clusters Score -2.310336e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 195074 members 
Entering Unmasked Estep 
Score: -23103354.000000 Penalty: 6046.489258
	Iteration 47Q: 3 clusters Score -2.310335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 195076 members 
Entering Unmasked Estep 
Score: -23103352.000000 Penalty: 6046.489258
	Iteration 48Q: 3 clusters Score -2.310335e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 195076 members 
Entering Unmasked Estep 
Score: -23103352.000000 Penalty: 6046.489258
	Iteration 49F: 3 clusters Score -2.310335e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45353.988281 Penalty: 1513.988647
	Iteration 0F: 2 clusters Score -45353.99 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 224 members 
Entering Unmasked Estep 
Score: -43905.019531 Penalty: 3027.977295
	Iteration 0F: 3 clusters Score -43905.02 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44092.906250 Penalty: 3027.977295
	Iteration 1F: 3 clusters Score -44092.91 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44144.027344 Penalty: 3027.977295
	Iteration 2F: 3 clusters Score -44144.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44157.839844 Penalty: 3027.977295
	Iteration 3Q: 3 clusters Score -44157.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44161.304688 Penalty: 3027.977295
	Iteration 4Q: 3 clusters Score -44161.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44164.128906 Penalty: 3027.977295
	Iteration 5Q: 3 clusters Score -44164.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44164.128906 Penalty: 3027.977295
	Iteration 6F: 3 clusters Score -44164.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -224010.781250 Penalty: 1897.595703
	Iteration 0F: 2 clusters Score -224010.8 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 1050 members 
Entering Unmasked Estep 
Score: -221341.015625 Penalty: 3795.191406
	Iteration 0F: 3 clusters Score -221341 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -221985.250000 Penalty: 3795.191406
	Iteration 1F: 3 clusters Score -221985.2 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -222322.484375 Penalty: 3795.191406
	Iteration 2F: 3 clusters Score -222322.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -222644.093750 Penalty: 3795.191406
	Iteration 3F: 3 clusters Score -222644.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -222929.968750 Penalty: 3795.191406
	Iteration 4F: 3 clusters Score -222930 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -223378.109375 Penalty: 3795.191406
	Iteration 5F: 3 clusters Score -223378.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -223778.343750 Penalty: 3795.191406
	Iteration 6F: 3 clusters Score -223778.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -223970.890625 Penalty: 3795.191406
	Iteration 7Q: 3 clusters Score -223970.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -224082.828125 Penalty: 3795.191406
	Iteration 8Q: 3 clusters Score -224082.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -224175.718750 Penalty: 3795.191406
	Iteration 9Q: 3 clusters Score -224175.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -224311.312500 Penalty: 3795.191406
	Iteration 10Q: 3 clusters Score -224311.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -224472.125000 Penalty: 3795.191406
	Iteration 11Q: 3 clusters Score -224472.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -224543.218750 Penalty: 3795.191406
	Iteration 12Q: 3 clusters Score -224543.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -224567.500000 Penalty: 3795.191406
	Iteration 13Q: 3 clusters Score -224567.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -224580.296875 Penalty: 3795.191406
	Iteration 14Q: 3 clusters Score -224580.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -224593.328125 Penalty: 3795.191406
	Iteration 15Q: 3 clusters Score -224593.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -224596.656250 Penalty: 3795.191406
	Iteration 16Q: 3 clusters Score -224596.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -224598.812500 Penalty: 3795.191406
	Iteration 17Q: 3 clusters Score -224598.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -224601.484375 Penalty: 3795.191406
	Iteration 18Q: 3 clusters Score -224601.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -224603.468750 Penalty: 3795.191406
	Iteration 19Q: 3 clusters Score -224603.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -224603.640625 Penalty: 3795.191406
	Iteration 20F: 3 clusters Score -224603.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -224605.203125 Penalty: 3795.191406
	Iteration 21Q: 3 clusters Score -224605.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -224607.156250 Penalty: 3795.191406
	Iteration 22Q: 3 clusters Score -224607.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -224609.062500 Penalty: 3795.191406
	Iteration 23Q: 3 clusters Score -224609.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -224610.312500 Penalty: 3795.191406
	Iteration 24Q: 3 clusters Score -224610.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -224612.421875 Penalty: 3795.191406
	Iteration 25Q: 3 clusters Score -224612.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -224613.437500 Penalty: 3795.191406
	Iteration 26Q: 3 clusters Score -224613.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -224614.109375 Penalty: 3795.191406
	Iteration 27Q: 3 clusters Score -224614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -224614.109375 Penalty: 3795.191406
	Iteration 28F: 3 clusters Score -224614.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 23904 members 
Mstep: Class 4 contains 9370 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 54836 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 241187 members 
Mstep: Class 10 contains 24653 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 40577 members 
Mstep: Class 13 contains 6198 members 
Mstep: Class 14 contains 213643 members 
Mstep: Class 15 contains 15558 members 
Mstep: Class 16 contains 37744 members 
Mstep: Class 17 contains 24691 members 
Mstep: Class 18 contains 79417 members 
Mstep: Class 19 contains 11890 members 
Mstep: Class 20 contains 317667 members 
Mstep: Class 21 contains 9784 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4983 members 
Mstep: Class 25 contains 18260 members 
Mstep: Class 26 contains 196910 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 1187 members 
Mstep: Class 29 contains 917 members 
Entering Unmasked Estep 
Score: -161421872.000000 Penalty: 101876.304688
Splitting cluster 28 changes total score from -161422624.000000 to -161421872.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 23904 members 
Mstep: Class 4 contains 9370 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 54836 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 241187 members 
Mstep: Class 10 contains 24653 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 40577 members 
Mstep: Class 13 contains 6198 members 
Mstep: Class 14 contains 213643 members 
Mstep: Class 15 contains 15558 members 
Mstep: Class 16 contains 37744 members 
Mstep: Class 17 contains 24691 members 
Mstep: Class 18 contains 79417 members 
Mstep: Class 19 contains 11890 members 
Mstep: Class 20 contains 317667 members 
Mstep: Class 21 contains 9784 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4983 members 
Mstep: Class 25 contains 18260 members 
Mstep: Class 26 contains 196910 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423008.000000 Penalty: 98363.328125
Iteration 119Q: 29 clusters Score -1.61423e+08 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 23961 members 
Mstep: Class 4 contains 9406 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6866 members 
Mstep: Class 7 contains 54913 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 241196 members 
Mstep: Class 10 contains 24652 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 40556 members 
Mstep: Class 13 contains 6196 members 
Mstep: Class 14 contains 213438 members 
Mstep: Class 15 contains 15543 members 
Mstep: Class 16 contains 37726 members 
Mstep: Class 17 contains 24695 members 
Mstep: Class 18 contains 79409 members 
Mstep: Class 19 contains 11893 members 
Mstep: Class 20 contains 317651 members 
Mstep: Class 21 contains 9785 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4985 members 
Mstep: Class 25 contains 18270 members 
Mstep: Class 26 contains 197000 members 
Mstep: Class 27 contains 448 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423072.000000 Penalty: 98363.328125
Iteration 120F: 29 clusters Score -1.614231e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 24019 members 
Mstep: Class 4 contains 9566 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6867 members 
Mstep: Class 7 contains 54991 members 
Mstep: Class 8 contains 2377 members 
Mstep: Class 9 contains 241090 members 
Mstep: Class 10 contains 24650 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 40543 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 213216 members 
Mstep: Class 15 contains 15534 members 
Mstep: Class 16 contains 37719 members 
Mstep: Class 17 contains 24683 members 
Mstep: Class 18 contains 79421 members 
Mstep: Class 19 contains 11897 members 
Mstep: Class 20 contains 317592 members 
Mstep: Class 21 contains 9789 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4986 members 
Mstep: Class 25 contains 18291 members 
Mstep: Class 26 contains 197094 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423344.000000 Penalty: 98363.328125
Iteration 121Q: 29 clusters Score -1.614233e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 24077 members 
Mstep: Class 4 contains 9724 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6867 members 
Mstep: Class 7 contains 55076 members 
Mstep: Class 8 contains 2378 members 
Mstep: Class 9 contains 241005 members 
Mstep: Class 10 contains 24648 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 40529 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 212994 members 
Mstep: Class 15 contains 15529 members 
Mstep: Class 16 contains 37705 members 
Mstep: Class 17 contains 24661 members 
Mstep: Class 18 contains 79424 members 
Mstep: Class 19 contains 11897 members 
Mstep: Class 20 contains 317532 members 
Mstep: Class 21 contains 9793 members 
Mstep: Class 22 contains 21543 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4986 members 
Mstep: Class 25 contains 18298 members 
Mstep: Class 26 contains 197201 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423312.000000 Penalty: 98363.328125
Iteration 122Q: 29 clusters Score -1.614233e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 24142 members 
Mstep: Class 4 contains 9867 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6867 members 
Mstep: Class 7 contains 55153 members 
Mstep: Class 8 contains 2380 members 
Mstep: Class 9 contains 240901 members 
Mstep: Class 10 contains 24649 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 40509 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 212793 members 
Mstep: Class 15 contains 15528 members 
Mstep: Class 16 contains 37679 members 
Mstep: Class 17 contains 24650 members 
Mstep: Class 18 contains 79411 members 
Mstep: Class 19 contains 11902 members 
Mstep: Class 20 contains 317506 members 
Mstep: Class 21 contains 9796 members 
Mstep: Class 22 contains 21546 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4986 members 
Mstep: Class 25 contains 18312 members 
Mstep: Class 26 contains 197292 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423808.000000 Penalty: 98363.328125
Iteration 123Q: 29 clusters Score -1.614238e+08 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 24216 members 
Mstep: Class 4 contains 9986 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 55221 members 
Mstep: Class 8 contains 2381 members 
Mstep: Class 9 contains 240805 members 
Mstep: Class 10 contains 24648 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 40492 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 212605 members 
Mstep: Class 15 contains 15532 members 
Mstep: Class 16 contains 37662 members 
Mstep: Class 17 contains 24643 members 
Mstep: Class 18 contains 79393 members 
Mstep: Class 19 contains 11908 members 
Mstep: Class 20 contains 317479 members 
Mstep: Class 21 contains 9798 members 
Mstep: Class 22 contains 21545 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4987 members 
Mstep: Class 25 contains 18325 members 
Mstep: Class 26 contains 197378 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424240.000000 Penalty: 98363.328125
Iteration 124Q: 29 clusters Score -1.614242e+08 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 24270 members 
Mstep: Class 4 contains 10113 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 55288 members 
Mstep: Class 8 contains 2382 members 
Mstep: Class 9 contains 240699 members 
Mstep: Class 10 contains 24648 members 
Mstep: Class 11 contains 18468 members 
Mstep: Class 12 contains 40477 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 212440 members 
Mstep: Class 15 contains 15534 members 
Mstep: Class 16 contains 37656 members 
Mstep: Class 17 contains 24632 members 
Mstep: Class 18 contains 79382 members 
Mstep: Class 19 contains 11910 members 
Mstep: Class 20 contains 317473 members 
Mstep: Class 21 contains 9801 members 
Mstep: Class 22 contains 21547 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4987 members 
Mstep: Class 25 contains 18339 members 
Mstep: Class 26 contains 197423 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424080.000000 Penalty: 98363.328125
Iteration 125Q: 29 clusters Score -1.614241e+08 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 14019 members 
Mstep: Class 3 contains 24304 members 
Mstep: Class 4 contains 10253 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6865 members 
Mstep: Class 7 contains 55354 members 
Mstep: Class 8 contains 2383 members 
Mstep: Class 9 contains 240623 members 
Mstep: Class 10 contains 24644 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 40453 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 212257 members 
Mstep: Class 15 contains 15531 members 
Mstep: Class 16 contains 37654 members 
Mstep: Class 17 contains 24626 members 
Mstep: Class 18 contains 79373 members 
Mstep: Class 19 contains 11912 members 
Mstep: Class 20 contains 317427 members 
Mstep: Class 21 contains 9804 members 
Mstep: Class 22 contains 21546 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4987 members 
Mstep: Class 25 contains 18363 members 
Mstep: Class 26 contains 197507 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424336.000000 Penalty: 98363.328125
Iteration 126Q: 29 clusters Score -1.614243e+08 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 14018 members 
Mstep: Class 3 contains 24363 members 
Mstep: Class 4 contains 10377 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6863 members 
Mstep: Class 7 contains 55426 members 
Mstep: Class 8 contains 2384 members 
Mstep: Class 9 contains 240531 members 
Mstep: Class 10 contains 24642 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 40427 members 
Mstep: Class 13 contains 6195 members 
Mstep: Class 14 contains 212061 members 
Mstep: Class 15 contains 15532 members 
Mstep: Class 16 contains 37645 members 
Mstep: Class 17 contains 24620 members 
Mstep: Class 18 contains 79369 members 
Mstep: Class 19 contains 11912 members 
Mstep: Class 20 contains 317394 members 
Mstep: Class 21 contains 9808 members 
Mstep: Class 22 contains 21545 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4987 members 
Mstep: Class 25 contains 18399 members 
Mstep: Class 26 contains 197584 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424768.000000 Penalty: 98363.328125
Iteration 127Q: 29 clusters Score -1.614248e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 14020 members 
Mstep: Class 3 contains 24404 members 
Mstep: Class 4 contains 10515 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6864 members 
Mstep: Class 7 contains 55476 members 
Mstep: Class 8 contains 2385 members 
Mstep: Class 9 contains 240458 members 
Mstep: Class 10 contains 24641 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 40403 members 
Mstep: Class 13 contains 6194 members 
Mstep: Class 14 contains 211875 members 
Mstep: Class 15 contains 15526 members 
Mstep: Class 16 contains 37638 members 
Mstep: Class 17 contains 24614 members 
Mstep: Class 18 contains 79358 members 
Mstep: Class 19 contains 11915 members 
Mstep: Class 20 contains 317374 members 
Mstep: Class 21 contains 9813 members 
Mstep: Class 22 contains 21547 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4987 members 
Mstep: Class 25 contains 18438 members 
Mstep: Class 26 contains 197638 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425008.000000 Penalty: 98363.328125
Iteration 128Q: 29 clusters Score -1.61425e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 24433 members 
Mstep: Class 4 contains 10631 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 55537 members 
Mstep: Class 8 contains 2389 members 
Mstep: Class 9 contains 240390 members 
Mstep: Class 10 contains 24642 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 40366 members 
Mstep: Class 13 contains 6192 members 
Mstep: Class 14 contains 211700 members 
Mstep: Class 15 contains 15521 members 
Mstep: Class 16 contains 37628 members 
Mstep: Class 17 contains 24610 members 
Mstep: Class 18 contains 79338 members 
Mstep: Class 19 contains 11917 members 
Mstep: Class 20 contains 317389 members 
Mstep: Class 21 contains 9819 members 
Mstep: Class 22 contains 21548 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4988 members 
Mstep: Class 25 contains 18468 members 
Mstep: Class 26 contains 197694 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424800.000000 Penalty: 98363.328125
Iteration 129Q: 29 clusters Score -1.614248e+08 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 14023 members 
Mstep: Class 3 contains 24477 members 
Mstep: Class 4 contains 10752 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6859 members 
Mstep: Class 7 contains 55590 members 
Mstep: Class 8 contains 2392 members 
Mstep: Class 9 contains 240311 members 
Mstep: Class 10 contains 24643 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 40337 members 
Mstep: Class 13 contains 6191 members 
Mstep: Class 14 contains 211528 members 
Mstep: Class 15 contains 15522 members 
Mstep: Class 16 contains 37626 members 
Mstep: Class 17 contains 24617 members 
Mstep: Class 18 contains 79313 members 
Mstep: Class 19 contains 11920 members 
Mstep: Class 20 contains 317388 members 
Mstep: Class 21 contains 9821 members 
Mstep: Class 22 contains 21547 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4989 members 
Mstep: Class 25 contains 18489 members 
Mstep: Class 26 contains 197744 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425168.000000 Penalty: 98363.328125
Iteration 130Q: 29 clusters Score -1.614252e+08 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 14023 members 
Mstep: Class 3 contains 24525 members 
Mstep: Class 4 contains 10827 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6861 members 
Mstep: Class 7 contains 55637 members 
Mstep: Class 8 contains 2393 members 
Mstep: Class 9 contains 240228 members 
Mstep: Class 10 contains 24642 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 40318 members 
Mstep: Class 13 contains 6190 members 
Mstep: Class 14 contains 211378 members 
Mstep: Class 15 contains 15520 members 
Mstep: Class 16 contains 37627 members 
Mstep: Class 17 contains 24627 members 
Mstep: Class 18 contains 79307 members 
Mstep: Class 19 contains 11921 members 
Mstep: Class 20 contains 317368 members 
Mstep: Class 21 contains 9826 members 
Mstep: Class 22 contains 21549 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4990 members 
Mstep: Class 25 contains 18506 members 
Mstep: Class 26 contains 197820 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425216.000000 Penalty: 98363.328125
Iteration 131Q: 29 clusters Score -1.614252e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 14021 members 
Mstep: Class 3 contains 24576 members 
Mstep: Class 4 contains 10894 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6861 members 
Mstep: Class 7 contains 55689 members 
Mstep: Class 8 contains 2394 members 
Mstep: Class 9 contains 240184 members 
Mstep: Class 10 contains 24641 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 40302 members 
Mstep: Class 13 contains 6189 members 
Mstep: Class 14 contains 211216 members 
Mstep: Class 15 contains 15516 members 
Mstep: Class 16 contains 37619 members 
Mstep: Class 17 contains 24635 members 
Mstep: Class 18 contains 79290 members 
Mstep: Class 19 contains 11921 members 
Mstep: Class 20 contains 317335 members 
Mstep: Class 21 contains 9831 members 
Mstep: Class 22 contains 21548 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4989 members 
Mstep: Class 25 contains 18525 members 
Mstep: Class 26 contains 197904 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425248.000000 Penalty: 98363.328125
Iteration 132Q: 29 clusters Score -1.614252e+08 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 14024 members 
Mstep: Class 3 contains 24628 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6860 members 
Mstep: Class 7 contains 55743 members 
Mstep: Class 8 contains 2395 members 
Mstep: Class 9 contains 240098 members 
Mstep: Class 10 contains 24639 members 
Mstep: Class 11 contains 18468 members 
Mstep: Class 12 contains 40285 members 
Mstep: Class 13 contains 6189 members 
Mstep: Class 14 contains 211049 members 
Mstep: Class 15 contains 15512 members 
Mstep: Class 16 contains 37625 members 
Mstep: Class 17 contains 24637 members 
Mstep: Class 18 contains 79282 members 
Mstep: Class 19 contains 11921 members 
Mstep: Class 20 contains 317310 members 
Mstep: Class 21 contains 9835 members 
Mstep: Class 22 contains 21547 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4989 members 
Mstep: Class 25 contains 18557 members 
Mstep: Class 26 contains 198002 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425216.000000 Penalty: 98363.328125
Iteration 133Q: 29 clusters Score -1.614252e+08 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 24677 members 
Mstep: Class 4 contains 10979 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6862 members 
Mstep: Class 7 contains 55790 members 
Mstep: Class 8 contains 2396 members 
Mstep: Class 9 contains 240035 members 
Mstep: Class 10 contains 24637 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 40275 members 
Mstep: Class 13 contains 6189 members 
Mstep: Class 14 contains 210891 members 
Mstep: Class 15 contains 15506 members 
Mstep: Class 16 contains 37632 members 
Mstep: Class 17 contains 24639 members 
Mstep: Class 18 contains 79260 members 
Mstep: Class 19 contains 11923 members 
Mstep: Class 20 contains 317347 members 
Mstep: Class 21 contains 9837 members 
Mstep: Class 22 contains 21548 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4990 members 
Mstep: Class 25 contains 18575 members 
Mstep: Class 26 contains 198062 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425280.000000 Penalty: 98363.328125
Iteration 134Q: 29 clusters Score -1.614253e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 24722 members 
Mstep: Class 4 contains 11006 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 6865 members 
Mstep: Class 7 contains 55835 members 
Mstep: Class 8 contains 2396 members 
Mstep: Class 9 contains 239996 members 
Mstep: Class 10 contains 24637 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 40257 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 210761 members 
Mstep: Class 15 contains 15501 members 
Mstep: Class 16 contains 37622 members 
Mstep: Class 17 contains 24638 members 
Mstep: Class 18 contains 79241 members 
Mstep: Class 19 contains 11924 members 
Mstep: Class 20 contains 317331 members 
Mstep: Class 21 contains 9840 members 
Mstep: Class 22 contains 21549 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 18603 members 
Mstep: Class 26 contains 198151 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425344.000000 Penalty: 98363.328125
Iteration 135Q: 29 clusters Score -1.614253e+08 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17093 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 24771 members 
Mstep: Class 4 contains 11021 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6867 members 
Mstep: Class 7 contains 55881 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239966 members 
Mstep: Class 10 contains 24635 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 40238 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 210659 members 
Mstep: Class 15 contains 15500 members 
Mstep: Class 16 contains 37606 members 
Mstep: Class 17 contains 24649 members 
Mstep: Class 18 contains 79225 members 
Mstep: Class 19 contains 11926 members 
Mstep: Class 20 contains 317313 members 
Mstep: Class 21 contains 9843 members 
Mstep: Class 22 contains 21548 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4991 members 
Mstep: Class 25 contains 18621 members 
Mstep: Class 26 contains 198205 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425232.000000 Penalty: 98363.328125
Iteration 136Q: 29 clusters Score -1.614252e+08 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 24831 members 
Mstep: Class 4 contains 11035 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6870 members 
Mstep: Class 7 contains 55925 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239946 members 
Mstep: Class 10 contains 24634 members 
Mstep: Class 11 contains 18468 members 
Mstep: Class 12 contains 40215 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 210519 members 
Mstep: Class 15 contains 15502 members 
Mstep: Class 16 contains 37593 members 
Mstep: Class 17 contains 24660 members 
Mstep: Class 18 contains 79200 members 
Mstep: Class 19 contains 11926 members 
Mstep: Class 20 contains 317313 members 
Mstep: Class 21 contains 9843 members 
Mstep: Class 22 contains 21547 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4992 members 
Mstep: Class 25 contains 18634 members 
Mstep: Class 26 contains 198280 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425408.000000 Penalty: 98363.328125
Iteration 137Q: 29 clusters Score -1.614254e+08 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 24883 members 
Mstep: Class 4 contains 11060 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6874 members 
Mstep: Class 7 contains 55962 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239912 members 
Mstep: Class 10 contains 24633 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 40195 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 210399 members 
Mstep: Class 15 contains 15496 members 
Mstep: Class 16 contains 37586 members 
Mstep: Class 17 contains 24671 members 
Mstep: Class 18 contains 79179 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 317308 members 
Mstep: Class 21 contains 9847 members 
Mstep: Class 22 contains 21548 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4992 members 
Mstep: Class 25 contains 18646 members 
Mstep: Class 26 contains 198347 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425312.000000 Penalty: 98363.328125
Iteration 138Q: 29 clusters Score -1.614253e+08 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 24921 members 
Mstep: Class 4 contains 11094 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 55984 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239899 members 
Mstep: Class 10 contains 24632 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 40191 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 210266 members 
Mstep: Class 15 contains 15489 members 
Mstep: Class 16 contains 37580 members 
Mstep: Class 17 contains 24678 members 
Mstep: Class 18 contains 79158 members 
Mstep: Class 19 contains 11926 members 
Mstep: Class 20 contains 317301 members 
Mstep: Class 21 contains 9849 members 
Mstep: Class 22 contains 21548 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4992 members 
Mstep: Class 25 contains 18654 members 
Mstep: Class 26 contains 198427 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425632.000000 Penalty: 98363.328125
Iteration 139Q: 29 clusters Score -1.614256e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 24953 members 
Mstep: Class 4 contains 11111 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 56019 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239905 members 
Mstep: Class 10 contains 24632 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 40174 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 210119 members 
Mstep: Class 15 contains 15487 members 
Mstep: Class 16 contains 37581 members 
Mstep: Class 17 contains 24684 members 
Mstep: Class 18 contains 79139 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 317270 members 
Mstep: Class 21 contains 9852 members 
Mstep: Class 22 contains 21546 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4992 members 
Mstep: Class 25 contains 18671 members 
Mstep: Class 26 contains 198524 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425696.000000 Penalty: 98363.328125
Iteration 140F: 29 clusters Score -1.614257e+08 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 14031 members 
Mstep: Class 3 contains 24998 members 
Mstep: Class 4 contains 11125 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56057 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239908 members 
Mstep: Class 10 contains 24632 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 40162 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209965 members 
Mstep: Class 15 contains 15487 members 
Mstep: Class 16 contains 37585 members 
Mstep: Class 17 contains 24693 members 
Mstep: Class 18 contains 79116 members 
Mstep: Class 19 contains 11926 members 
Mstep: Class 20 contains 317221 members 
Mstep: Class 21 contains 9853 members 
Mstep: Class 22 contains 21545 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4992 members 
Mstep: Class 25 contains 18688 members 
Mstep: Class 26 contains 198621 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426064.000000 Penalty: 98363.328125
Iteration 141Q: 29 clusters Score -1.614261e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 25033 members 
Mstep: Class 4 contains 11131 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56093 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239901 members 
Mstep: Class 10 contains 24632 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 40156 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209850 members 
Mstep: Class 15 contains 15489 members 
Mstep: Class 16 contains 37586 members 
Mstep: Class 17 contains 24713 members 
Mstep: Class 18 contains 79101 members 
Mstep: Class 19 contains 11926 members 
Mstep: Class 20 contains 317172 members 
Mstep: Class 21 contains 9852 members 
Mstep: Class 22 contains 21546 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4992 members 
Mstep: Class 25 contains 18696 members 
Mstep: Class 26 contains 198710 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426528.000000 Penalty: 98363.328125
Iteration 142Q: 29 clusters Score -1.614265e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25062 members 
Mstep: Class 4 contains 11158 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6878 members 
Mstep: Class 7 contains 56125 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239885 members 
Mstep: Class 10 contains 24633 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 40140 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209705 members 
Mstep: Class 15 contains 15489 members 
Mstep: Class 16 contains 37592 members 
Mstep: Class 17 contains 24726 members 
Mstep: Class 18 contains 79088 members 
Mstep: Class 19 contains 11927 members 
Mstep: Class 20 contains 317162 members 
Mstep: Class 21 contains 9854 members 
Mstep: Class 22 contains 21546 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4992 members 
Mstep: Class 25 contains 18717 members 
Mstep: Class 26 contains 198777 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426640.000000 Penalty: 98363.328125
Iteration 143Q: 29 clusters Score -1.614266e+08 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 14024 members 
Mstep: Class 3 contains 25090 members 
Mstep: Class 4 contains 11182 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6878 members 
Mstep: Class 7 contains 56157 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239882 members 
Mstep: Class 10 contains 24632 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 40131 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209576 members 
Mstep: Class 15 contains 15487 members 
Mstep: Class 16 contains 37603 members 
Mstep: Class 17 contains 24750 members 
Mstep: Class 18 contains 79070 members 
Mstep: Class 19 contains 11928 members 
Mstep: Class 20 contains 317131 members 
Mstep: Class 21 contains 9856 members 
Mstep: Class 22 contains 21546 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4992 members 
Mstep: Class 25 contains 18738 members 
Mstep: Class 26 contains 198833 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426704.000000 Penalty: 98363.328125
Iteration 144Q: 29 clusters Score -1.614267e+08 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 14019 members 
Mstep: Class 3 contains 25112 members 
Mstep: Class 4 contains 11205 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6878 members 
Mstep: Class 7 contains 56187 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239877 members 
Mstep: Class 10 contains 24631 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 40123 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209478 members 
Mstep: Class 15 contains 15486 members 
Mstep: Class 16 contains 37610 members 
Mstep: Class 17 contains 24768 members 
Mstep: Class 18 contains 79065 members 
Mstep: Class 19 contains 11928 members 
Mstep: Class 20 contains 317097 members 
Mstep: Class 21 contains 9858 members 
Mstep: Class 22 contains 21545 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4993 members 
Mstep: Class 25 contains 18744 members 
Mstep: Class 26 contains 198884 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426528.000000 Penalty: 98363.328125
Iteration 145Q: 29 clusters Score -1.614265e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 14019 members 
Mstep: Class 3 contains 25128 members 
Mstep: Class 4 contains 11221 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6879 members 
Mstep: Class 7 contains 56216 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239868 members 
Mstep: Class 10 contains 24632 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 40110 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209405 members 
Mstep: Class 15 contains 15481 members 
Mstep: Class 16 contains 37624 members 
Mstep: Class 17 contains 24780 members 
Mstep: Class 18 contains 79055 members 
Mstep: Class 19 contains 11927 members 
Mstep: Class 20 contains 317067 members 
Mstep: Class 21 contains 9859 members 
Mstep: Class 22 contains 21544 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4995 members 
Mstep: Class 25 contains 18752 members 
Mstep: Class 26 contains 198928 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426608.000000 Penalty: 98363.328125
Iteration 146Q: 29 clusters Score -1.614266e+08 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 14019 members 
Mstep: Class 3 contains 25147 members 
Mstep: Class 4 contains 11244 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6879 members 
Mstep: Class 7 contains 56239 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239844 members 
Mstep: Class 10 contains 24633 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 40095 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209337 members 
Mstep: Class 15 contains 15480 members 
Mstep: Class 16 contains 37631 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 79045 members 
Mstep: Class 19 contains 11929 members 
Mstep: Class 20 contains 317079 members 
Mstep: Class 21 contains 9860 members 
Mstep: Class 22 contains 21543 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4996 members 
Mstep: Class 25 contains 18760 members 
Mstep: Class 26 contains 198937 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426784.000000 Penalty: 98363.328125
Iteration 147Q: 29 clusters Score -1.614268e+08 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 14017 members 
Mstep: Class 3 contains 25175 members 
Mstep: Class 4 contains 11276 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 56256 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239846 members 
Mstep: Class 10 contains 24634 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 40089 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209252 members 
Mstep: Class 15 contains 15480 members 
Mstep: Class 16 contains 37637 members 
Mstep: Class 17 contains 24799 members 
Mstep: Class 18 contains 79034 members 
Mstep: Class 19 contains 11930 members 
Mstep: Class 20 contains 317085 members 
Mstep: Class 21 contains 9860 members 
Mstep: Class 22 contains 21542 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4996 members 
Mstep: Class 25 contains 18770 members 
Mstep: Class 26 contains 198933 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427056.000000 Penalty: 98363.328125
Iteration 148Q: 29 clusters Score -1.614271e+08 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 25204 members 
Mstep: Class 4 contains 11298 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6879 members 
Mstep: Class 7 contains 56278 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239849 members 
Mstep: Class 10 contains 24634 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 40081 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209180 members 
Mstep: Class 15 contains 15477 members 
Mstep: Class 16 contains 37640 members 
Mstep: Class 17 contains 24804 members 
Mstep: Class 18 contains 79021 members 
Mstep: Class 19 contains 11929 members 
Mstep: Class 20 contains 317073 members 
Mstep: Class 21 contains 9861 members 
Mstep: Class 22 contains 21542 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4996 members 
Mstep: Class 25 contains 18780 members 
Mstep: Class 26 contains 198950 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427152.000000 Penalty: 98363.328125
Iteration 149Q: 29 clusters Score -1.614272e+08 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 25232 members 
Mstep: Class 4 contains 11323 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6878 members 
Mstep: Class 7 contains 56302 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239848 members 
Mstep: Class 10 contains 24633 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 40064 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209118 members 
Mstep: Class 15 contains 15476 members 
Mstep: Class 16 contains 37643 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 79013 members 
Mstep: Class 19 contains 11931 members 
Mstep: Class 20 contains 317063 members 
Mstep: Class 21 contains 9862 members 
Mstep: Class 22 contains 21542 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4996 members 
Mstep: Class 25 contains 18785 members 
Mstep: Class 26 contains 198955 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427152.000000 Penalty: 98363.328125
Iteration 150Q: 29 clusters Score -1.614272e+08 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 25256 members 
Mstep: Class 4 contains 11349 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56327 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239850 members 
Mstep: Class 10 contains 24633 members 
Mstep: Class 11 contains 18482 members 
Mstep: Class 12 contains 40050 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209059 members 
Mstep: Class 15 contains 15476 members 
Mstep: Class 16 contains 37648 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 79003 members 
Mstep: Class 19 contains 11932 members 
Mstep: Class 20 contains 317057 members 
Mstep: Class 21 contains 9862 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4996 members 
Mstep: Class 25 contains 18788 members 
Mstep: Class 26 contains 198962 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 151Q: 29 clusters Score -1.614269e+08 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 25271 members 
Mstep: Class 4 contains 11374 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56350 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239863 members 
Mstep: Class 10 contains 24633 members 
Mstep: Class 11 contains 18485 members 
Mstep: Class 12 contains 40037 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 209021 members 
Mstep: Class 15 contains 15472 members 
Mstep: Class 16 contains 37653 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 78986 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 317043 members 
Mstep: Class 21 contains 9864 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4996 members 
Mstep: Class 25 contains 18789 members 
Mstep: Class 26 contains 198960 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427008.000000 Penalty: 98363.328125
Iteration 152Q: 29 clusters Score -1.61427e+08 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 25291 members 
Mstep: Class 4 contains 11407 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 56373 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239870 members 
Mstep: Class 10 contains 24631 members 
Mstep: Class 11 contains 18482 members 
Mstep: Class 12 contains 40018 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208976 members 
Mstep: Class 15 contains 15468 members 
Mstep: Class 16 contains 37655 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 78977 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 20 contains 317023 members 
Mstep: Class 21 contains 9866 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4996 members 
Mstep: Class 25 contains 18798 members 
Mstep: Class 26 contains 198963 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 153Q: 29 clusters Score -1.61427e+08 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 25310 members 
Mstep: Class 4 contains 11440 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 56403 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239889 members 
Mstep: Class 10 contains 24630 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 39993 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208932 members 
Mstep: Class 15 contains 15468 members 
Mstep: Class 16 contains 37659 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 78968 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 20 contains 317006 members 
Mstep: Class 21 contains 9869 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4996 members 
Mstep: Class 25 contains 18804 members 
Mstep: Class 26 contains 198953 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427120.000000 Penalty: 98363.328125
Iteration 154Q: 29 clusters Score -1.614271e+08 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 25319 members 
Mstep: Class 4 contains 11474 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 56437 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239894 members 
Mstep: Class 10 contains 24630 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 39974 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208909 members 
Mstep: Class 15 contains 15469 members 
Mstep: Class 16 contains 37661 members 
Mstep: Class 17 contains 24806 members 
Mstep: Class 18 contains 78953 members 
Mstep: Class 19 contains 11935 members 
Mstep: Class 20 contains 316983 members 
Mstep: Class 21 contains 9871 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4996 members 
Mstep: Class 25 contains 18813 members 
Mstep: Class 26 contains 198933 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 155Q: 29 clusters Score -1.61427e+08 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 25325 members 
Mstep: Class 4 contains 11499 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 56469 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239891 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 18482 members 
Mstep: Class 12 contains 39959 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208888 members 
Mstep: Class 15 contains 15468 members 
Mstep: Class 16 contains 37670 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78940 members 
Mstep: Class 19 contains 11936 members 
Mstep: Class 20 contains 316976 members 
Mstep: Class 21 contains 9873 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 18828 members 
Mstep: Class 26 contains 198904 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 156Q: 29 clusters Score -1.61427e+08 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 25340 members 
Mstep: Class 4 contains 11535 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56491 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239879 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 18482 members 
Mstep: Class 12 contains 39951 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208847 members 
Mstep: Class 15 contains 15467 members 
Mstep: Class 16 contains 37671 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78936 members 
Mstep: Class 19 contains 11936 members 
Mstep: Class 20 contains 316977 members 
Mstep: Class 21 contains 9876 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 18842 members 
Mstep: Class 26 contains 198877 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427280.000000 Penalty: 98363.328125
Iteration 157Q: 29 clusters Score -1.614273e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14011 members 
Mstep: Class 3 contains 25355 members 
Mstep: Class 4 contains 11554 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 56515 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239864 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 18482 members 
Mstep: Class 12 contains 39943 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208840 members 
Mstep: Class 15 contains 15464 members 
Mstep: Class 16 contains 37675 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 78936 members 
Mstep: Class 19 contains 11936 members 
Mstep: Class 20 contains 316965 members 
Mstep: Class 21 contains 9880 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 18850 members 
Mstep: Class 26 contains 198849 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427344.000000 Penalty: 98363.328125
Iteration 158Q: 29 clusters Score -1.614273e+08 nChanged 370
Entering ConstructFrom: 
Score: -161427344.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (17085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Entering Unmasked Estep 
Score: -1926847.375000 Penalty: 2416.997070
	Iteration 0F: 2 clusters Score -1926847 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1914714.250000 Penalty: 4833.994141
	Iteration 0F: 3 clusters Score -1914714 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1918992.000000 Penalty: 4833.994141
	Iteration 1F: 3 clusters Score -1918992 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1919725.750000 Penalty: 4833.994141
	Iteration 2F: 3 clusters Score -1919726 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -1920410.750000 Penalty: 4833.994141
	Iteration 3F: 3 clusters Score -1920411 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1921005.250000 Penalty: 4833.994141
	Iteration 4F: 3 clusters Score -1921005 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -1921546.500000 Penalty: 4833.994141
	Iteration 5F: 3 clusters Score -1921546 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1922085.875000 Penalty: 4833.994141
	Iteration 6F: 3 clusters Score -1922086 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1922610.250000 Penalty: 4833.994141
	Iteration 7Q: 3 clusters Score -1922610 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1923104.000000 Penalty: 4833.994141
	Iteration 8Q: 3 clusters Score -1923104 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1923578.625000 Penalty: 4833.994141
	Iteration 9Q: 3 clusters Score -1923579 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -1924005.000000 Penalty: 4833.994141
	Iteration 10Q: 3 clusters Score -1924005 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1924386.250000 Penalty: 4833.994141
	Iteration 11Q: 3 clusters Score -1924386 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1924674.250000 Penalty: 4833.994141
	Iteration 12Q: 3 clusters Score -1924674 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1924887.875000 Penalty: 4833.994141
	Iteration 13Q: 3 clusters Score -1924888 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1925042.000000 Penalty: 4833.994141
	Iteration 14Q: 3 clusters Score -1925042 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1925182.500000 Penalty: 4833.994141
	Iteration 15Q: 3 clusters Score -1925182 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1925283.500000 Penalty: 4833.994141
	Iteration 16Q: 3 clusters Score -1925284 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1925361.375000 Penalty: 4833.994141
	Iteration 17Q: 3 clusters Score -1925361 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -1925417.375000 Penalty: 4833.994141
	Iteration 18Q: 3 clusters Score -1925417 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1925471.625000 Penalty: 4833.994141
	Iteration 19Q: 3 clusters Score -1925472 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1925513.625000 Penalty: 4833.994141
	Iteration 20F: 3 clusters Score -1925514 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10990 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1925566.750000 Penalty: 4833.994141
	Iteration 21Q: 3 clusters Score -1925567 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1925635.125000 Penalty: 4833.994141
	Iteration 22Q: 3 clusters Score -1925635 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1925682.125000 Penalty: 4833.994141
	Iteration 23Q: 3 clusters Score -1925682 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -1925738.875000 Penalty: 4833.994141
	Iteration 24Q: 3 clusters Score -1925739 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1925812.375000 Penalty: 4833.994141
	Iteration 25Q: 3 clusters Score -1925812 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1925878.125000 Penalty: 4833.994141
	Iteration 26Q: 3 clusters Score -1925878 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1925965.375000 Penalty: 4833.994141
	Iteration 27Q: 3 clusters Score -1925965 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1926047.250000 Penalty: 4833.994141
	Iteration 28Q: 3 clusters Score -1926047 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1926125.000000 Penalty: 4833.994141
	Iteration 29Q: 3 clusters Score -1926125 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12697 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1926220.875000 Penalty: 4833.994141
	Iteration 30Q: 3 clusters Score -1926221 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1926317.000000 Penalty: 4833.994141
	Iteration 31Q: 3 clusters Score -1926317 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -1926422.625000 Penalty: 4833.994141
	Iteration 32Q: 3 clusters Score -1926423 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13367 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1926547.500000 Penalty: 4833.994141
	Iteration 33Q: 3 clusters Score -1926548 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1926693.000000 Penalty: 4833.994141
	Iteration 34Q: 3 clusters Score -1926693 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1926827.375000 Penalty: 4833.994141
	Iteration 35Q: 3 clusters Score -1926827 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1926966.375000 Penalty: 4833.994141
	Iteration 36Q: 3 clusters Score -1926966 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1927125.125000 Penalty: 4833.994141
	Iteration 37Q: 3 clusters Score -1927125 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -1927299.625000 Penalty: 4833.994141
	Iteration 38Q: 3 clusters Score -1927300 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1927449.875000 Penalty: 4833.994141
	Iteration 39Q: 3 clusters Score -1927450 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -1927557.875000 Penalty: 4833.994141
	Iteration 40F: 3 clusters Score -1927558 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1927647.250000 Penalty: 4833.994141
	Iteration 41Q: 3 clusters Score -1927647 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1927704.000000 Penalty: 4833.994141
	Iteration 42Q: 3 clusters Score -1927704 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1927741.250000 Penalty: 4833.994141
	Iteration 43Q: 3 clusters Score -1927741 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1927756.750000 Penalty: 4833.994141
	Iteration 44Q: 3 clusters Score -1927757 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15127 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1927768.750000 Penalty: 4833.994141
	Iteration 45Q: 3 clusters Score -1927769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1927775.500000 Penalty: 4833.994141
	Iteration 46Q: 3 clusters Score -1927776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1927777.875000 Penalty: 4833.994141
	Iteration 47Q: 3 clusters Score -1927778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1927779.375000 Penalty: 4833.994141
	Iteration 48Q: 3 clusters Score -1927779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1927782.375000 Penalty: 4833.994141
	Iteration 49Q: 3 clusters Score -1927782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1927786.750000 Penalty: 4833.994141
	Iteration 50Q: 3 clusters Score -1927787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15204 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1927788.375000 Penalty: 4833.994141
	Iteration 51Q: 3 clusters Score -1927788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1927788.250000 Penalty: 4833.994141
	Iteration 52Q: 3 clusters Score -1927788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1927786.875000 Penalty: 4833.994141
	Iteration 53Q: 3 clusters Score -1927787 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1927790.375000 Penalty: 4833.994141
	Iteration 54Q: 3 clusters Score -1927790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1927792.125000 Penalty: 4833.994141
	Iteration 55Q: 3 clusters Score -1927792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1927794.625000 Penalty: 4833.994141
	Iteration 56Q: 3 clusters Score -1927795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1927792.000000 Penalty: 4833.994141
	Iteration 57Q: 3 clusters Score -1927792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1927793.250000 Penalty: 4833.994141
	Iteration 58Q: 3 clusters Score -1927793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1927796.875000 Penalty: 4833.994141
	Iteration 59Q: 3 clusters Score -1927797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1927796.875000 Penalty: 4833.994141
	Iteration 60F: 3 clusters Score -1927797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 25366 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56541 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239831 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 39930 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208824 members 
Mstep: Class 15 contains 15465 members 
Mstep: Class 16 contains 37682 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78930 members 
Mstep: Class 19 contains 11937 members 
Mstep: Class 20 contains 316959 members 
Mstep: Class 21 contains 9881 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 18864 members 
Mstep: Class 26 contains 198841 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 1847 members 
Entering Unmasked Estep 
Score: -161426688.000000 Penalty: 101876.304688
Splitting cluster 1 changes total score from -161427344.000000 to -161426688.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Entering Unmasked Estep 
Score: -1565594.375000 Penalty: 2367.822021
	Iteration 0F: 2 clusters Score -1565594 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1555322.625000 Penalty: 4735.644043
	Iteration 0F: 3 clusters Score -1555323 nChanged 6052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1558672.000000 Penalty: 4735.644043
	Iteration 1F: 3 clusters Score -1558672 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1559092.875000 Penalty: 4735.644043
	Iteration 2F: 3 clusters Score -1559093 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1559451.625000 Penalty: 4735.644043
	Iteration 3F: 3 clusters Score -1559452 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1559748.125000 Penalty: 4735.644043
	Iteration 4Q: 3 clusters Score -1559748 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1560033.875000 Penalty: 4735.644043
	Iteration 5Q: 3 clusters Score -1560034 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1560270.125000 Penalty: 4735.644043
	Iteration 6Q: 3 clusters Score -1560270 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1560520.625000 Penalty: 4735.644043
	Iteration 7Q: 3 clusters Score -1560521 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1560786.375000 Penalty: 4735.644043
	Iteration 8Q: 3 clusters Score -1560786 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -1561061.500000 Penalty: 4735.644043
	Iteration 9Q: 3 clusters Score -1561062 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1561355.375000 Penalty: 4735.644043
	Iteration 10Q: 3 clusters Score -1561355 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1561710.875000 Penalty: 4735.644043
	Iteration 11Q: 3 clusters Score -1561711 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1562142.500000 Penalty: 4735.644043
	Iteration 12Q: 3 clusters Score -1562142 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1562543.875000 Penalty: 4735.644043
	Iteration 13Q: 3 clusters Score -1562544 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1562856.875000 Penalty: 4735.644043
	Iteration 14Q: 3 clusters Score -1562857 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -1563057.625000 Penalty: 4735.644043
	Iteration 15Q: 3 clusters Score -1563058 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1563165.125000 Penalty: 4735.644043
	Iteration 16Q: 3 clusters Score -1563165 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9629 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1563230.375000 Penalty: 4735.644043
	Iteration 17Q: 3 clusters Score -1563230 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1563258.875000 Penalty: 4735.644043
	Iteration 18Q: 3 clusters Score -1563259 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9770 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -1563281.750000 Penalty: 4735.644043
	Iteration 19Q: 3 clusters Score -1563282 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1563297.875000 Penalty: 4735.644043
	Iteration 20F: 3 clusters Score -1563298 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1563310.875000 Penalty: 4735.644043
	Iteration 21Q: 3 clusters Score -1563311 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1563317.500000 Penalty: 4735.644043
	Iteration 22Q: 3 clusters Score -1563318 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1563325.375000 Penalty: 4735.644043
	Iteration 23Q: 3 clusters Score -1563325 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1563334.625000 Penalty: 4735.644043
	Iteration 24Q: 3 clusters Score -1563335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1563342.625000 Penalty: 4735.644043
	Iteration 25Q: 3 clusters Score -1563343 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1563348.750000 Penalty: 4735.644043
	Iteration 26Q: 3 clusters Score -1563349 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1563345.250000 Penalty: 4735.644043
	Iteration 27Q: 3 clusters Score -1563345 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1563353.125000 Penalty: 4735.644043
	Iteration 28Q: 3 clusters Score -1563353 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1563352.000000 Penalty: 4735.644043
	Iteration 29Q: 3 clusters Score -1563352 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1563354.625000 Penalty: 4735.644043
	Iteration 30Q: 3 clusters Score -1563355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1563360.750000 Penalty: 4735.644043
	Iteration 31Q: 3 clusters Score -1563361 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1563365.000000 Penalty: 4735.644043
	Iteration 32Q: 3 clusters Score -1563365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1563365.625000 Penalty: 4735.644043
	Iteration 33Q: 3 clusters Score -1563366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1563364.125000 Penalty: 4735.644043
	Iteration 34Q: 3 clusters Score -1563364 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1563364.500000 Penalty: 4735.644043
	Iteration 35Q: 3 clusters Score -1563364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -1563365.875000 Penalty: 4735.644043
	Iteration 36Q: 3 clusters Score -1563366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1563367.750000 Penalty: 4735.644043
	Iteration 37Q: 3 clusters Score -1563368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1563371.625000 Penalty: 4735.644043
	Iteration 38Q: 3 clusters Score -1563372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1563374.750000 Penalty: 4735.644043
	Iteration 39Q: 3 clusters Score -1563375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1563374.500000 Penalty: 4735.644043
	Iteration 40F: 3 clusters Score -1563374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1563376.375000 Penalty: 4735.644043
	Iteration 41Q: 3 clusters Score -1563376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1563375.750000 Penalty: 4735.644043
	Iteration 42Q: 3 clusters Score -1563376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1563376.625000 Penalty: 4735.644043
	Iteration 43Q: 3 clusters Score -1563377 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1563377.375000 Penalty: 4735.644043
	Iteration 44Q: 3 clusters Score -1563377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -1563376.750000 Penalty: 4735.644043
	Iteration 45Q: 3 clusters Score -1563377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1563373.875000 Penalty: 4735.644043
	Iteration 46Q: 3 clusters Score -1563374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -1563373.125000 Penalty: 4735.644043
	Iteration 47Q: 3 clusters Score -1563373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1563374.625000 Penalty: 4735.644043
	Iteration 48Q: 3 clusters Score -1563375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1563374.500000 Penalty: 4735.644043
	Iteration 49Q: 3 clusters Score -1563374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1563375.750000 Penalty: 4735.644043
	Iteration 50Q: 3 clusters Score -1563376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1563375.750000 Penalty: 4735.644043
	Iteration 51F: 3 clusters Score -1563376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Entering Unmasked Estep 
Score: -3033894.750000 Penalty: 2515.008789
	Iteration 0F: 2 clusters Score -3033895 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3016388.000000 Penalty: 5030.017578
	Iteration 0F: 3 clusters Score -3016388 nChanged 11301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3022515.000000 Penalty: 5030.017578
	Iteration 1F: 3 clusters Score -3022515 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -3023024.750000 Penalty: 5030.017578
	Iteration 2F: 3 clusters Score -3023025 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13747 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -3023542.250000 Penalty: 5030.017578
	Iteration 3Q: 3 clusters Score -3023542 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -3024213.000000 Penalty: 5030.017578
	Iteration 4F: 3 clusters Score -3024213 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3025040.500000 Penalty: 5030.017578
	Iteration 5F: 3 clusters Score -3025040 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -3026172.000000 Penalty: 5030.017578
	Iteration 6F: 3 clusters Score -3026172 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -3027596.000000 Penalty: 5030.017578
	Iteration 7F: 3 clusters Score -3027596 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -3029012.500000 Penalty: 5030.017578
	Iteration 8F: 3 clusters Score -3029012 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -3030099.500000 Penalty: 5030.017578
	Iteration 9F: 3 clusters Score -3030100 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -3030729.750000 Penalty: 5030.017578
	Iteration 10Q: 3 clusters Score -3030730 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -3031018.500000 Penalty: 5030.017578
	Iteration 11Q: 3 clusters Score -3031018 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -3031195.750000 Penalty: 5030.017578
	Iteration 12Q: 3 clusters Score -3031196 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -3031312.500000 Penalty: 5030.017578
	Iteration 13Q: 3 clusters Score -3031312 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -3031381.750000 Penalty: 5030.017578
	Iteration 14Q: 3 clusters Score -3031382 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -3031476.250000 Penalty: 5030.017578
	Iteration 15Q: 3 clusters Score -3031476 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -3031551.250000 Penalty: 5030.017578
	Iteration 16Q: 3 clusters Score -3031551 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -3031621.250000 Penalty: 5030.017578
	Iteration 17Q: 3 clusters Score -3031621 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21766 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -3031678.250000 Penalty: 5030.017578
	Iteration 18Q: 3 clusters Score -3031678 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -3031733.750000 Penalty: 5030.017578
	Iteration 19Q: 3 clusters Score -3031734 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -3031770.500000 Penalty: 5030.017578
	Iteration 20F: 3 clusters Score -3031770 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3031809.000000 Penalty: 5030.017578
	Iteration 21Q: 3 clusters Score -3031809 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -3031855.250000 Penalty: 5030.017578
	Iteration 22Q: 3 clusters Score -3031855 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -3031871.500000 Penalty: 5030.017578
	Iteration 23Q: 3 clusters Score -3031872 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22457 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3031906.750000 Penalty: 5030.017578
	Iteration 24Q: 3 clusters Score -3031907 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -3031917.250000 Penalty: 5030.017578
	Iteration 25Q: 3 clusters Score -3031917 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3031919.000000 Penalty: 5030.017578
	Iteration 26Q: 3 clusters Score -3031919 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -3031936.750000 Penalty: 5030.017578
	Iteration 27Q: 3 clusters Score -3031937 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3031946.500000 Penalty: 5030.017578
	Iteration 28Q: 3 clusters Score -3031946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -3031962.500000 Penalty: 5030.017578
	Iteration 29Q: 3 clusters Score -3031962 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22754 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3031976.500000 Penalty: 5030.017578
	Iteration 30Q: 3 clusters Score -3031976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -3031985.000000 Penalty: 5030.017578
	Iteration 31Q: 3 clusters Score -3031985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -3031990.250000 Penalty: 5030.017578
	Iteration 32Q: 3 clusters Score -3031990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3032003.250000 Penalty: 5030.017578
	Iteration 33Q: 3 clusters Score -3032003 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -3032005.750000 Penalty: 5030.017578
	Iteration 34Q: 3 clusters Score -3032006 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -3032021.250000 Penalty: 5030.017578
	Iteration 35Q: 3 clusters Score -3032021 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -3032030.000000 Penalty: 5030.017578
	Iteration 36Q: 3 clusters Score -3032030 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22960 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3032029.000000 Penalty: 5030.017578
	Iteration 37Q: 3 clusters Score -3032029 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -3032034.000000 Penalty: 5030.017578
	Iteration 38Q: 3 clusters Score -3032034 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3032044.000000 Penalty: 5030.017578
	Iteration 39Q: 3 clusters Score -3032044 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3032049.750000 Penalty: 5030.017578
	Iteration 40F: 3 clusters Score -3032050 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -3032059.750000 Penalty: 5030.017578
	Iteration 41Q: 3 clusters Score -3032060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -3032062.000000 Penalty: 5030.017578
	Iteration 42Q: 3 clusters Score -3032062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3032075.250000 Penalty: 5030.017578
	Iteration 43Q: 3 clusters Score -3032075 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3032084.250000 Penalty: 5030.017578
	Iteration 44Q: 3 clusters Score -3032084 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23187 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3032093.750000 Penalty: 5030.017578
	Iteration 45Q: 3 clusters Score -3032094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -3032102.500000 Penalty: 5030.017578
	Iteration 46Q: 3 clusters Score -3032102 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3032106.750000 Penalty: 5030.017578
	Iteration 47Q: 3 clusters Score -3032107 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3032124.000000 Penalty: 5030.017578
	Iteration 48Q: 3 clusters Score -3032124 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -3032121.500000 Penalty: 5030.017578
	Iteration 49Q: 3 clusters Score -3032122 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -3032140.000000 Penalty: 5030.017578
	Iteration 50Q: 3 clusters Score -3032140 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -3032138.750000 Penalty: 5030.017578
	Iteration 51Q: 3 clusters Score -3032139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23370 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3032142.500000 Penalty: 5030.017578
	Iteration 52Q: 3 clusters Score -3032142 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -3032150.250000 Penalty: 5030.017578
	Iteration 53Q: 3 clusters Score -3032150 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -3032151.500000 Penalty: 5030.017578
	Iteration 54Q: 3 clusters Score -3032152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -3032153.000000 Penalty: 5030.017578
	Iteration 55Q: 3 clusters Score -3032153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23431 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -3032154.250000 Penalty: 5030.017578
	Iteration 56Q: 3 clusters Score -3032154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3032157.750000 Penalty: 5030.017578
	Iteration 57Q: 3 clusters Score -3032158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -3032161.250000 Penalty: 5030.017578
	Iteration 58Q: 3 clusters Score -3032161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23455 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -3032167.250000 Penalty: 5030.017578
	Iteration 59Q: 3 clusters Score -3032167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -3032167.000000 Penalty: 5030.017578
	Iteration 60F: 3 clusters Score -3032167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3032163.750000 Penalty: 5030.017578
	Iteration 61Q: 3 clusters Score -3032164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3032164.500000 Penalty: 5030.017578
	Iteration 62Q: 3 clusters Score -3032164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3032165.500000 Penalty: 5030.017578
	Iteration 63Q: 3 clusters Score -3032166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3032167.250000 Penalty: 5030.017578
	Iteration 64Q: 3 clusters Score -3032167 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -3032160.500000 Penalty: 5030.017578
	Iteration 65Q: 3 clusters Score -3032160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23485 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -3032164.000000 Penalty: 5030.017578
	Iteration 66Q: 3 clusters Score -3032164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -3032162.500000 Penalty: 5030.017578
	Iteration 67Q: 3 clusters Score -3032162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3032162.750000 Penalty: 5030.017578
	Iteration 68Q: 3 clusters Score -3032163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23494 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -3032165.500000 Penalty: 5030.017578
	Iteration 69Q: 3 clusters Score -3032166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -3032164.500000 Penalty: 5030.017578
	Iteration 70Q: 3 clusters Score -3032164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23496 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -3032160.750000 Penalty: 5030.017578
	Iteration 71Q: 3 clusters Score -3032161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3032162.000000 Penalty: 5030.017578
	Iteration 72Q: 3 clusters Score -3032162 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -3032162.000000 Penalty: 5030.017578
	Iteration 73F: 3 clusters Score -3032162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Entering Unmasked Estep 
Score: -1384380.375000 Penalty: 2320.480225
	Iteration 0F: 2 clusters Score -1384380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1375646.250000 Penalty: 4640.960449
	Iteration 0F: 3 clusters Score -1375646 nChanged 4853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1378190.250000 Penalty: 4640.960449
	Iteration 1F: 3 clusters Score -1378190 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1378513.250000 Penalty: 4640.960449
	Iteration 2F: 3 clusters Score -1378513 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1378757.875000 Penalty: 4640.960449
	Iteration 3F: 3 clusters Score -1378758 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -1378944.000000 Penalty: 4640.960449
	Iteration 4Q: 3 clusters Score -1378944 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1379125.750000 Penalty: 4640.960449
	Iteration 5Q: 3 clusters Score -1379126 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1379318.500000 Penalty: 4640.960449
	Iteration 6Q: 3 clusters Score -1379318 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1379525.250000 Penalty: 4640.960449
	Iteration 7Q: 3 clusters Score -1379525 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1379696.750000 Penalty: 4640.960449
	Iteration 8Q: 3 clusters Score -1379697 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1379892.625000 Penalty: 4640.960449
	Iteration 9Q: 3 clusters Score -1379893 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -1380102.250000 Penalty: 4640.960449
	Iteration 10Q: 3 clusters Score -1380102 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1380352.875000 Penalty: 4640.960449
	Iteration 11Q: 3 clusters Score -1380353 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1380667.000000 Penalty: 4640.960449
	Iteration 12Q: 3 clusters Score -1380667 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1381008.250000 Penalty: 4640.960449
	Iteration 13Q: 3 clusters Score -1381008 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -1381350.625000 Penalty: 4640.960449
	Iteration 14Q: 3 clusters Score -1381351 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1381632.625000 Penalty: 4640.960449
	Iteration 15Q: 3 clusters Score -1381633 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1381839.875000 Penalty: 4640.960449
	Iteration 16Q: 3 clusters Score -1381840 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1381977.875000 Penalty: 4640.960449
	Iteration 17Q: 3 clusters Score -1381978 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1382086.750000 Penalty: 4640.960449
	Iteration 18Q: 3 clusters Score -1382087 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1382142.000000 Penalty: 4640.960449
	Iteration 19Q: 3 clusters Score -1382142 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1382176.000000 Penalty: 4640.960449
	Iteration 20F: 3 clusters Score -1382176 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1382205.750000 Penalty: 4640.960449
	Iteration 21Q: 3 clusters Score -1382206 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -1382231.000000 Penalty: 4640.960449
	Iteration 22Q: 3 clusters Score -1382231 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1382251.375000 Penalty: 4640.960449
	Iteration 23Q: 3 clusters Score -1382251 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1382267.625000 Penalty: 4640.960449
	Iteration 24Q: 3 clusters Score -1382268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1382278.125000 Penalty: 4640.960449
	Iteration 25Q: 3 clusters Score -1382278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -1382281.750000 Penalty: 4640.960449
	Iteration 26Q: 3 clusters Score -1382282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1382287.750000 Penalty: 4640.960449
	Iteration 27Q: 3 clusters Score -1382288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1382288.250000 Penalty: 4640.960449
	Iteration 28Q: 3 clusters Score -1382288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1382296.125000 Penalty: 4640.960449
	Iteration 29Q: 3 clusters Score -1382296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1382299.625000 Penalty: 4640.960449
	Iteration 30Q: 3 clusters Score -1382300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1382304.000000 Penalty: 4640.960449
	Iteration 31Q: 3 clusters Score -1382304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1382309.500000 Penalty: 4640.960449
	Iteration 32Q: 3 clusters Score -1382310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1382315.375000 Penalty: 4640.960449
	Iteration 33Q: 3 clusters Score -1382315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -1382316.250000 Penalty: 4640.960449
	Iteration 34Q: 3 clusters Score -1382316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1382317.750000 Penalty: 4640.960449
	Iteration 35Q: 3 clusters Score -1382318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1382320.000000 Penalty: 4640.960449
	Iteration 36Q: 3 clusters Score -1382320 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1382318.000000 Penalty: 4640.960449
	Iteration 37Q: 3 clusters Score -1382318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1382316.875000 Penalty: 4640.960449
	Iteration 38Q: 3 clusters Score -1382317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1382318.375000 Penalty: 4640.960449
	Iteration 39Q: 3 clusters Score -1382318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1382315.000000 Penalty: 4640.960449
	Iteration 40F: 3 clusters Score -1382315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1382317.750000 Penalty: 4640.960449
	Iteration 41Q: 3 clusters Score -1382318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1382318.000000 Penalty: 4640.960449
	Iteration 42Q: 3 clusters Score -1382318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1382321.750000 Penalty: 4640.960449
	Iteration 43Q: 3 clusters Score -1382322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1382321.375000 Penalty: 4640.960449
	Iteration 44Q: 3 clusters Score -1382321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1382323.000000 Penalty: 4640.960449
	Iteration 45Q: 3 clusters Score -1382323 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1382328.750000 Penalty: 4640.960449
	Iteration 46Q: 3 clusters Score -1382329 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1382330.000000 Penalty: 4640.960449
	Iteration 47Q: 3 clusters Score -1382330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -1382328.625000 Penalty: 4640.960449
	Iteration 48Q: 3 clusters Score -1382329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1382328.750000 Penalty: 4640.960449
	Iteration 49Q: 3 clusters Score -1382329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1382329.750000 Penalty: 4640.960449
	Iteration 50Q: 3 clusters Score -1382330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1382334.500000 Penalty: 4640.960449
	Iteration 51Q: 3 clusters Score -1382334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1382336.250000 Penalty: 4640.960449
	Iteration 52Q: 3 clusters Score -1382336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -1382335.625000 Penalty: 4640.960449
	Iteration 53Q: 3 clusters Score -1382336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -1382335.500000 Penalty: 4640.960449
	Iteration 54Q: 3 clusters Score -1382336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1382335.625000 Penalty: 4640.960449
	Iteration 55Q: 3 clusters Score -1382336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1382337.250000 Penalty: 4640.960449
	Iteration 56Q: 3 clusters Score -1382337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1382336.000000 Penalty: 4640.960449
	Iteration 57Q: 3 clusters Score -1382336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 4954 members 
Entering Unmasked Estep 
Score: -1382335.750000 Penalty: 4640.960449
	Iteration 58Q: 3 clusters Score -1382336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1382336.625000 Penalty: 4640.960449
	Iteration 59Q: 3 clusters Score -1382337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1382337.500000 Penalty: 4640.960449
	Iteration 60F: 3 clusters Score -1382338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1382339.750000 Penalty: 4640.960449
	Iteration 61Q: 3 clusters Score -1382340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1382341.875000 Penalty: 4640.960449
	Iteration 62Q: 3 clusters Score -1382342 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1382342.500000 Penalty: 4640.960449
	Iteration 63Q: 3 clusters Score -1382342 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1382343.250000 Penalty: 4640.960449
	Iteration 64Q: 3 clusters Score -1382343 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1382343.625000 Penalty: 4640.960449
	Iteration 65Q: 3 clusters Score -1382344 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1382346.500000 Penalty: 4640.960449
	Iteration 66Q: 3 clusters Score -1382346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1382346.250000 Penalty: 4640.960449
	Iteration 67Q: 3 clusters Score -1382346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1382346.000000 Penalty: 4640.960449
	Iteration 68Q: 3 clusters Score -1382346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1382348.875000 Penalty: 4640.960449
	Iteration 69Q: 3 clusters Score -1382349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1382347.000000 Penalty: 4640.960449
	Iteration 70Q: 3 clusters Score -1382347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -1382347.750000 Penalty: 4640.960449
	Iteration 71Q: 3 clusters Score -1382348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1382349.125000 Penalty: 4640.960449
	Iteration 72Q: 3 clusters Score -1382349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1382349.125000 Penalty: 4640.960449
	Iteration 73F: 3 clusters Score -1382349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -421744.625000 Penalty: 2038.860229
	Iteration 0F: 2 clusters Score -421744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -418035.312500 Penalty: 4077.720459
	Iteration 0F: 3 clusters Score -418035.3 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -418783.625000 Penalty: 4077.720459
	Iteration 1F: 3 clusters Score -418783.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -418958.406250 Penalty: 4077.720459
	Iteration 2F: 3 clusters Score -418958.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -419038.437500 Penalty: 4077.720459
	Iteration 3Q: 3 clusters Score -419038.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -419095.750000 Penalty: 4077.720459
	Iteration 4Q: 3 clusters Score -419095.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -419136.843750 Penalty: 4077.720459
	Iteration 5Q: 3 clusters Score -419136.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -419170.468750 Penalty: 4077.720459
	Iteration 6Q: 3 clusters Score -419170.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -419190.218750 Penalty: 4077.720459
	Iteration 7Q: 3 clusters Score -419190.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -419205.718750 Penalty: 4077.720459
	Iteration 8Q: 3 clusters Score -419205.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -419217.000000 Penalty: 4077.720459
	Iteration 9Q: 3 clusters Score -419217 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -419226.187500 Penalty: 4077.720459
	Iteration 10Q: 3 clusters Score -419226.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -419234.843750 Penalty: 4077.720459
	Iteration 11Q: 3 clusters Score -419234.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -419239.937500 Penalty: 4077.720459
	Iteration 12Q: 3 clusters Score -419239.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -419244.875000 Penalty: 4077.720459
	Iteration 13Q: 3 clusters Score -419244.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -419249.000000 Penalty: 4077.720459
	Iteration 14Q: 3 clusters Score -419249 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -419252.812500 Penalty: 4077.720459
	Iteration 15Q: 3 clusters Score -419252.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -419261.093750 Penalty: 4077.720459
	Iteration 16Q: 3 clusters Score -419261.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -419269.093750 Penalty: 4077.720459
	Iteration 17Q: 3 clusters Score -419269.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -419277.406250 Penalty: 4077.720459
	Iteration 18Q: 3 clusters Score -419277.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -419286.437500 Penalty: 4077.720459
	Iteration 19Q: 3 clusters Score -419286.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -419290.812500 Penalty: 4077.720459
	Iteration 20F: 3 clusters Score -419290.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -419294.781250 Penalty: 4077.720459
	Iteration 21Q: 3 clusters Score -419294.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -419298.406250 Penalty: 4077.720459
	Iteration 22Q: 3 clusters Score -419298.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -419301.250000 Penalty: 4077.720459
	Iteration 23Q: 3 clusters Score -419301.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -419304.656250 Penalty: 4077.720459
	Iteration 24Q: 3 clusters Score -419304.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -419306.250000 Penalty: 4077.720459
	Iteration 25Q: 3 clusters Score -419306.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -419307.750000 Penalty: 4077.720459
	Iteration 26Q: 3 clusters Score -419307.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -419309.812500 Penalty: 4077.720459
	Iteration 27Q: 3 clusters Score -419309.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -419310.906250 Penalty: 4077.720459
	Iteration 28Q: 3 clusters Score -419310.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -419312.250000 Penalty: 4077.720459
	Iteration 29Q: 3 clusters Score -419312.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -419314.812500 Penalty: 4077.720459
	Iteration 30Q: 3 clusters Score -419314.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -419315.468750 Penalty: 4077.720459
	Iteration 31Q: 3 clusters Score -419315.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -419315.906250 Penalty: 4077.720459
	Iteration 32Q: 3 clusters Score -419315.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -419316.437500 Penalty: 4077.720459
	Iteration 33Q: 3 clusters Score -419316.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -419316.750000 Penalty: 4077.720459
	Iteration 34Q: 3 clusters Score -419316.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -419316.750000 Penalty: 4077.720459
	Iteration 35F: 3 clusters Score -419316.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Entering Unmasked Estep 
Score: -768932.062500 Penalty: 2191.240479
	Iteration 0F: 2 clusters Score -768932.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -763156.250000 Penalty: 4382.480957
	Iteration 0F: 3 clusters Score -763156.2 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -764638.125000 Penalty: 4382.480957
	Iteration 1F: 3 clusters Score -764638.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -764859.562500 Penalty: 4382.480957
	Iteration 2F: 3 clusters Score -764859.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -765010.125000 Penalty: 4382.480957
	Iteration 3Q: 3 clusters Score -765010.1 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -765145.062500 Penalty: 4382.480957
	Iteration 4Q: 3 clusters Score -765145.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -765268.562500 Penalty: 4382.480957
	Iteration 5Q: 3 clusters Score -765268.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -765365.125000 Penalty: 4382.480957
	Iteration 6Q: 3 clusters Score -765365.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -765449.437500 Penalty: 4382.480957
	Iteration 7Q: 3 clusters Score -765449.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -765526.250000 Penalty: 4382.480957
	Iteration 8Q: 3 clusters Score -765526.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -765588.062500 Penalty: 4382.480957
	Iteration 9Q: 3 clusters Score -765588.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -765634.562500 Penalty: 4382.480957
	Iteration 10Q: 3 clusters Score -765634.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -765669.062500 Penalty: 4382.480957
	Iteration 11Q: 3 clusters Score -765669.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -765715.937500 Penalty: 4382.480957
	Iteration 12Q: 3 clusters Score -765715.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -765765.062500 Penalty: 4382.480957
	Iteration 13Q: 3 clusters Score -765765.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -765819.875000 Penalty: 4382.480957
	Iteration 14Q: 3 clusters Score -765819.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -765883.375000 Penalty: 4382.480957
	Iteration 15Q: 3 clusters Score -765883.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -765963.312500 Penalty: 4382.480957
	Iteration 16Q: 3 clusters Score -765963.3 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -766049.312500 Penalty: 4382.480957
	Iteration 17Q: 3 clusters Score -766049.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -766140.875000 Penalty: 4382.480957
	Iteration 18Q: 3 clusters Score -766140.9 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -766243.562500 Penalty: 4382.480957
	Iteration 19Q: 3 clusters Score -766243.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -766326.062500 Penalty: 4382.480957
	Iteration 20F: 3 clusters Score -766326.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -766394.187500 Penalty: 4382.480957
	Iteration 21Q: 3 clusters Score -766394.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -766455.812500 Penalty: 4382.480957
	Iteration 22Q: 3 clusters Score -766455.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -766511.875000 Penalty: 4382.480957
	Iteration 23Q: 3 clusters Score -766511.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -766563.312500 Penalty: 4382.480957
	Iteration 24Q: 3 clusters Score -766563.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -766612.562500 Penalty: 4382.480957
	Iteration 25Q: 3 clusters Score -766612.6 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -766649.250000 Penalty: 4382.480957
	Iteration 26Q: 3 clusters Score -766649.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -766676.187500 Penalty: 4382.480957
	Iteration 27Q: 3 clusters Score -766676.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -766697.437500 Penalty: 4382.480957
	Iteration 28Q: 3 clusters Score -766697.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -766712.437500 Penalty: 4382.480957
	Iteration 29Q: 3 clusters Score -766712.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -766730.125000 Penalty: 4382.480957
	Iteration 30Q: 3 clusters Score -766730.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -766748.000000 Penalty: 4382.480957
	Iteration 31Q: 3 clusters Score -766748 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -766764.375000 Penalty: 4382.480957
	Iteration 32Q: 3 clusters Score -766764.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -766777.062500 Penalty: 4382.480957
	Iteration 33Q: 3 clusters Score -766777.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -766795.937500 Penalty: 4382.480957
	Iteration 34Q: 3 clusters Score -766795.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -766808.625000 Penalty: 4382.480957
	Iteration 35Q: 3 clusters Score -766808.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -766815.562500 Penalty: 4382.480957
	Iteration 36Q: 3 clusters Score -766815.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -766825.062500 Penalty: 4382.480957
	Iteration 37Q: 3 clusters Score -766825.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -766829.187500 Penalty: 4382.480957
	Iteration 38Q: 3 clusters Score -766829.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -766833.875000 Penalty: 4382.480957
	Iteration 39Q: 3 clusters Score -766833.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -766837.250000 Penalty: 4382.480957
	Iteration 40F: 3 clusters Score -766837.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -766839.875000 Penalty: 4382.480957
	Iteration 41Q: 3 clusters Score -766839.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -766844.750000 Penalty: 4382.480957
	Iteration 42Q: 3 clusters Score -766844.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -766848.437500 Penalty: 4382.480957
	Iteration 43Q: 3 clusters Score -766848.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -766855.125000 Penalty: 4382.480957
	Iteration 44Q: 3 clusters Score -766855.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -766863.437500 Penalty: 4382.480957
	Iteration 45Q: 3 clusters Score -766863.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -766870.812500 Penalty: 4382.480957
	Iteration 46Q: 3 clusters Score -766870.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -766878.562500 Penalty: 4382.480957
	Iteration 47Q: 3 clusters Score -766878.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -766887.437500 Penalty: 4382.480957
	Iteration 48Q: 3 clusters Score -766887.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -766893.125000 Penalty: 4382.480957
	Iteration 49Q: 3 clusters Score -766893.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -766896.312500 Penalty: 4382.480957
	Iteration 50Q: 3 clusters Score -766896.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -766905.375000 Penalty: 4382.480957
	Iteration 51Q: 3 clusters Score -766905.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -766911.625000 Penalty: 4382.480957
	Iteration 52Q: 3 clusters Score -766911.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -766914.812500 Penalty: 4382.480957
	Iteration 53Q: 3 clusters Score -766914.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -766919.625000 Penalty: 4382.480957
	Iteration 54Q: 3 clusters Score -766919.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -766925.250000 Penalty: 4382.480957
	Iteration 55Q: 3 clusters Score -766925.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -766928.812500 Penalty: 4382.480957
	Iteration 56Q: 3 clusters Score -766928.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -766930.937500 Penalty: 4382.480957
	Iteration 57Q: 3 clusters Score -766930.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -766931.687500 Penalty: 4382.480957
	Iteration 58Q: 3 clusters Score -766931.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -766934.000000 Penalty: 4382.480957
	Iteration 59Q: 3 clusters Score -766934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -766936.562500 Penalty: 4382.480957
	Iteration 60F: 3 clusters Score -766936.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -766944.375000 Penalty: 4382.480957
	Iteration 61Q: 3 clusters Score -766944.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -766948.562500 Penalty: 4382.480957
	Iteration 62Q: 3 clusters Score -766948.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -766950.687500 Penalty: 4382.480957
	Iteration 63Q: 3 clusters Score -766950.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -766951.625000 Penalty: 4382.480957
	Iteration 64Q: 3 clusters Score -766951.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -766953.812500 Penalty: 4382.480957
	Iteration 65Q: 3 clusters Score -766953.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -766956.062500 Penalty: 4382.480957
	Iteration 66Q: 3 clusters Score -766956.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -766955.500000 Penalty: 4382.480957
	Iteration 67Q: 3 clusters Score -766955.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -766954.375000 Penalty: 4382.480957
	Iteration 68Q: 3 clusters Score -766954.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -766954.250000 Penalty: 4382.480957
	Iteration 69Q: 3 clusters Score -766954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -766953.937500 Penalty: 4382.480957
	Iteration 70Q: 3 clusters Score -766953.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -766955.875000 Penalty: 4382.480957
	Iteration 71Q: 3 clusters Score -766955.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -766957.062500 Penalty: 4382.480957
	Iteration 72Q: 3 clusters Score -766957.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -766957.562500 Penalty: 4382.480957
	Iteration 73Q: 3 clusters Score -766957.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -766957.500000 Penalty: 4382.480957
	Iteration 74Q: 3 clusters Score -766957.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -766958.875000 Penalty: 4382.480957
	Iteration 75Q: 3 clusters Score -766958.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5669 members 
Entering Unmasked Estep 
Score: -766959.750000 Penalty: 4382.480957
	Iteration 76Q: 3 clusters Score -766959.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -766961.250000 Penalty: 4382.480957
	Iteration 77Q: 3 clusters Score -766961.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -766963.625000 Penalty: 4382.480957
	Iteration 78Q: 3 clusters Score -766963.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -766969.187500 Penalty: 4382.480957
	Iteration 79Q: 3 clusters Score -766969.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -766972.375000 Penalty: 4382.480957
	Iteration 80F: 3 clusters Score -766972.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -766973.375000 Penalty: 4382.480957
	Iteration 81Q: 3 clusters Score -766973.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -766976.687500 Penalty: 4382.480957
	Iteration 82Q: 3 clusters Score -766976.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -766979.125000 Penalty: 4382.480957
	Iteration 83Q: 3 clusters Score -766979.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -766982.562500 Penalty: 4382.480957
	Iteration 84Q: 3 clusters Score -766982.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -766985.937500 Penalty: 4382.480957
	Iteration 85Q: 3 clusters Score -766985.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -766987.750000 Penalty: 4382.480957
	Iteration 86Q: 3 clusters Score -766987.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -766989.375000 Penalty: 4382.480957
	Iteration 87Q: 3 clusters Score -766989.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -766992.062500 Penalty: 4382.480957
	Iteration 88Q: 3 clusters Score -766992.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -766994.250000 Penalty: 4382.480957
	Iteration 89Q: 3 clusters Score -766994.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -766995.375000 Penalty: 4382.480957
	Iteration 90Q: 3 clusters Score -766995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -766994.437500 Penalty: 4382.480957
	Iteration 91Q: 3 clusters Score -766994.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -766995.812500 Penalty: 4382.480957
	Iteration 92Q: 3 clusters Score -766995.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -766994.500000 Penalty: 4382.480957
	Iteration 93Q: 3 clusters Score -766994.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -766995.437500 Penalty: 4382.480957
	Iteration 94Q: 3 clusters Score -766995.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -766996.000000 Penalty: 4382.480957
	Iteration 95Q: 3 clusters Score -766996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -766997.125000 Penalty: 4382.480957
	Iteration 96Q: 3 clusters Score -766997.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -766998.312500 Penalty: 4382.480957
	Iteration 97Q: 3 clusters Score -766998.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -767001.562500 Penalty: 4382.480957
	Iteration 98Q: 3 clusters Score -767001.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -767002.437500 Penalty: 4382.480957
	Iteration 99Q: 3 clusters Score -767002.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -767004.187500 Penalty: 4382.480957
	Iteration 100F: 3 clusters Score -767004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -767004.375000 Penalty: 4382.480957
	Iteration 101Q: 3 clusters Score -767004.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -767005.750000 Penalty: 4382.480957
	Iteration 102Q: 3 clusters Score -767005.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -767008.437500 Penalty: 4382.480957
	Iteration 103Q: 3 clusters Score -767008.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -767010.375000 Penalty: 4382.480957
	Iteration 104Q: 3 clusters Score -767010.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -767013.500000 Penalty: 4382.480957
	Iteration 105Q: 3 clusters Score -767013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -767011.875000 Penalty: 4382.480957
	Iteration 106Q: 3 clusters Score -767011.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -767012.750000 Penalty: 4382.480957
	Iteration 107Q: 3 clusters Score -767012.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -767017.437500 Penalty: 4382.480957
	Iteration 108Q: 3 clusters Score -767017.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -767020.812500 Penalty: 4382.480957
	Iteration 109Q: 3 clusters Score -767020.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -767020.250000 Penalty: 4382.480957
	Iteration 110Q: 3 clusters Score -767020.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -767019.875000 Penalty: 4382.480957
	Iteration 111Q: 3 clusters Score -767019.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -767019.875000 Penalty: 4382.480957
	Iteration 112F: 3 clusters Score -767019.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56541 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56541 members 
Entering Unmasked Estep 
Score: -6561597.000000 Penalty: 2713.794922
	Iteration 0F: 2 clusters Score -6561597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -6523390.500000 Penalty: 5427.589844
	Iteration 0F: 3 clusters Score -6523390 nChanged 26217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29232 members 
Mstep: Class 2 contains 27309 members 
Entering Unmasked Estep 
Score: -6538016.000000 Penalty: 5427.589844
	Iteration 1F: 3 clusters Score -6538016 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29911 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -6538541.500000 Penalty: 5427.589844
	Iteration 2Q: 3 clusters Score -6538542 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30898 members 
Mstep: Class 2 contains 25643 members 
Entering Unmasked Estep 
Score: -6539082.000000 Penalty: 5427.589844
	Iteration 3Q: 3 clusters Score -6539082 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -6539708.000000 Penalty: 5427.589844
	Iteration 4Q: 3 clusters Score -6539708 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -6540762.500000 Penalty: 5427.589844
	Iteration 5Q: 3 clusters Score -6540762 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37238 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -6542350.000000 Penalty: 5427.589844
	Iteration 6F: 3 clusters Score -6542350 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40932 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -6544975.000000 Penalty: 5427.589844
	Iteration 7F: 3 clusters Score -6544975 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45347 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -6548736.000000 Penalty: 5427.589844
	Iteration 8F: 3 clusters Score -6548736 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49609 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -6552773.000000 Penalty: 5427.589844
	Iteration 9F: 3 clusters Score -6552773 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52852 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -6555848.000000 Penalty: 5427.589844
	Iteration 10F: 3 clusters Score -6555848 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54748 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6557703.000000 Penalty: 5427.589844
	Iteration 11Q: 3 clusters Score -6557703 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55589 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6558515.000000 Penalty: 5427.589844
	Iteration 12Q: 3 clusters Score -6558515 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6558836.500000 Penalty: 5427.589844
	Iteration 13Q: 3 clusters Score -6558836 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56047 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6558982.500000 Penalty: 5427.589844
	Iteration 14Q: 3 clusters Score -6558982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56109 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6559049.500000 Penalty: 5427.589844
	Iteration 15Q: 3 clusters Score -6559050 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6559086.000000 Penalty: 5427.589844
	Iteration 16Q: 3 clusters Score -6559086 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56162 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6559120.500000 Penalty: 5427.589844
	Iteration 17Q: 3 clusters Score -6559120 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56171 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -6559144.000000 Penalty: 5427.589844
	Iteration 18Q: 3 clusters Score -6559144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56179 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6559162.000000 Penalty: 5427.589844
	Iteration 19Q: 3 clusters Score -6559162 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56181 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6559162.500000 Penalty: 5427.589844
	Iteration 20F: 3 clusters Score -6559162 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6559172.000000 Penalty: 5427.589844
	Iteration 21Q: 3 clusters Score -6559172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6559179.000000 Penalty: 5427.589844
	Iteration 22Q: 3 clusters Score -6559179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56187 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -6559178.000000 Penalty: 5427.589844
	Iteration 23Q: 3 clusters Score -6559178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56190 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -6559182.500000 Penalty: 5427.589844
	Iteration 24Q: 3 clusters Score -6559182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6559188.500000 Penalty: 5427.589844
	Iteration 25Q: 3 clusters Score -6559188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56194 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -6559188.500000 Penalty: 5427.589844
	Iteration 26F: 3 clusters Score -6559188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Entering Unmasked Estep 
Score: -250499.156250 Penalty: 1930.136230
	Iteration 0F: 2 clusters Score -250499.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -247613.562500 Penalty: 3860.272461
	Iteration 0F: 3 clusters Score -247613.6 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -248202.125000 Penalty: 3860.272461
	Iteration 1F: 3 clusters Score -248202.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -248379.000000 Penalty: 3860.272461
	Iteration 2F: 3 clusters Score -248379 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -248490.578125 Penalty: 3860.272461
	Iteration 3F: 3 clusters Score -248490.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -248546.906250 Penalty: 3860.272461
	Iteration 4Q: 3 clusters Score -248546.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -248589.359375 Penalty: 3860.272461
	Iteration 5Q: 3 clusters Score -248589.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -248622.453125 Penalty: 3860.272461
	Iteration 6Q: 3 clusters Score -248622.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -248651.171875 Penalty: 3860.272461
	Iteration 7Q: 3 clusters Score -248651.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -248681.109375 Penalty: 3860.272461
	Iteration 8Q: 3 clusters Score -248681.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -248704.703125 Penalty: 3860.272461
	Iteration 9Q: 3 clusters Score -248704.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -248721.953125 Penalty: 3860.272461
	Iteration 10Q: 3 clusters Score -248722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -248734.218750 Penalty: 3860.272461
	Iteration 11Q: 3 clusters Score -248734.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -248749.000000 Penalty: 3860.272461
	Iteration 12Q: 3 clusters Score -248749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -248762.546875 Penalty: 3860.272461
	Iteration 13Q: 3 clusters Score -248762.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -248770.187500 Penalty: 3860.272461
	Iteration 14Q: 3 clusters Score -248770.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -248785.140625 Penalty: 3860.272461
	Iteration 15Q: 3 clusters Score -248785.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -248799.578125 Penalty: 3860.272461
	Iteration 16Q: 3 clusters Score -248799.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -248811.890625 Penalty: 3860.272461
	Iteration 17Q: 3 clusters Score -248811.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -248819.375000 Penalty: 3860.272461
	Iteration 18Q: 3 clusters Score -248819.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -248828.875000 Penalty: 3860.272461
	Iteration 19Q: 3 clusters Score -248828.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -248841.828125 Penalty: 3860.272461
	Iteration 20F: 3 clusters Score -248841.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -248853.468750 Penalty: 3860.272461
	Iteration 21Q: 3 clusters Score -248853.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -248863.640625 Penalty: 3860.272461
	Iteration 22Q: 3 clusters Score -248863.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -248873.156250 Penalty: 3860.272461
	Iteration 23Q: 3 clusters Score -248873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -248880.156250 Penalty: 3860.272461
	Iteration 24Q: 3 clusters Score -248880.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -248884.421875 Penalty: 3860.272461
	Iteration 25Q: 3 clusters Score -248884.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -248890.656250 Penalty: 3860.272461
	Iteration 26Q: 3 clusters Score -248890.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -248892.562500 Penalty: 3860.272461
	Iteration 27Q: 3 clusters Score -248892.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -248894.625000 Penalty: 3860.272461
	Iteration 28Q: 3 clusters Score -248894.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -248897.125000 Penalty: 3860.272461
	Iteration 29Q: 3 clusters Score -248897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -248898.703125 Penalty: 3860.272461
	Iteration 30Q: 3 clusters Score -248898.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -248900.296875 Penalty: 3860.272461
	Iteration 31Q: 3 clusters Score -248900.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -248901.328125 Penalty: 3860.272461
	Iteration 32Q: 3 clusters Score -248901.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -248902.500000 Penalty: 3860.272461
	Iteration 33Q: 3 clusters Score -248902.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -248903.562500 Penalty: 3860.272461
	Iteration 34Q: 3 clusters Score -248903.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -248905.703125 Penalty: 3860.272461
	Iteration 35Q: 3 clusters Score -248905.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -248908.750000 Penalty: 3860.272461
	Iteration 36Q: 3 clusters Score -248908.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -248914.390625 Penalty: 3860.272461
	Iteration 37Q: 3 clusters Score -248914.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -248920.875000 Penalty: 3860.272461
	Iteration 38Q: 3 clusters Score -248920.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -248924.875000 Penalty: 3860.272461
	Iteration 39Q: 3 clusters Score -248924.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -248926.765625 Penalty: 3860.272461
	Iteration 40F: 3 clusters Score -248926.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -248929.093750 Penalty: 3860.272461
	Iteration 41Q: 3 clusters Score -248929.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -248931.859375 Penalty: 3860.272461
	Iteration 42Q: 3 clusters Score -248931.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -248932.484375 Penalty: 3860.272461
	Iteration 43Q: 3 clusters Score -248932.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -248932.906250 Penalty: 3860.272461
	Iteration 44Q: 3 clusters Score -248932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -248933.750000 Penalty: 3860.272461
	Iteration 45Q: 3 clusters Score -248933.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -248934.093750 Penalty: 3860.272461
	Iteration 46Q: 3 clusters Score -248934.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -248934.093750 Penalty: 3860.272461
	Iteration 47F: 3 clusters Score -248934.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (239831 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239831 members 
Entering Unmasked Estep 
Score: -28208194.000000 Penalty: 3072.146973
	Iteration 0F: 2 clusters Score -2.820819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119833 members 
Mstep: Class 2 contains 119998 members 
Entering Unmasked Estep 
Score: -28055434.000000 Penalty: 6144.293945
	Iteration 0F: 3 clusters Score -2.805543e+07 nChanged 115642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116303 members 
Mstep: Class 2 contains 123528 members 
Entering Unmasked Estep 
Score: -28123474.000000 Penalty: 6144.293945
	Iteration 1F: 3 clusters Score -2.812347e+07 nChanged 6776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114303 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -28125014.000000 Penalty: 6144.293945
	Iteration 2Q: 3 clusters Score -2.812501e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111007 members 
Mstep: Class 2 contains 128824 members 
Entering Unmasked Estep 
Score: -28127592.000000 Penalty: 6144.293945
	Iteration 3Q: 3 clusters Score -2.812759e+07 nChanged 9978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106091 members 
Mstep: Class 2 contains 133740 members 
Entering Unmasked Estep 
Score: -28131584.000000 Penalty: 6144.293945
	Iteration 4Q: 3 clusters Score -2.813158e+07 nChanged 12910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98983 members 
Mstep: Class 2 contains 140848 members 
Entering Unmasked Estep 
Score: -28138278.000000 Penalty: 6144.293945
	Iteration 5F: 3 clusters Score -2.813828e+07 nChanged 15862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89467 members 
Mstep: Class 2 contains 150364 members 
Entering Unmasked Estep 
Score: -28149062.000000 Penalty: 6144.293945
	Iteration 6F: 3 clusters Score -2.814906e+07 nChanged 17847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77698 members 
Mstep: Class 2 contains 162133 members 
Entering Unmasked Estep 
Score: -28162380.000000 Penalty: 6144.293945
	Iteration 7F: 3 clusters Score -2.816238e+07 nChanged 17294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64682 members 
Mstep: Class 2 contains 175149 members 
Entering Unmasked Estep 
Score: -28176230.000000 Penalty: 6144.293945
	Iteration 8F: 3 clusters Score -2.817623e+07 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52595 members 
Mstep: Class 2 contains 187236 members 
Entering Unmasked Estep 
Score: -28187502.000000 Penalty: 6144.293945
	Iteration 9F: 3 clusters Score -2.81875e+07 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 197026 members 
Entering Unmasked Estep 
Score: -28194598.000000 Penalty: 6144.293945
	Iteration 10Q: 3 clusters Score -2.81946e+07 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 204710 members 
Entering Unmasked Estep 
Score: -28198432.000000 Penalty: 6144.293945
	Iteration 11Q: 3 clusters Score -2.819843e+07 nChanged 6399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 210981 members 
Entering Unmasked Estep 
Score: -28200818.000000 Penalty: 6144.293945
	Iteration 12Q: 3 clusters Score -2.820082e+07 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 216039 members 
Entering Unmasked Estep 
Score: -28202564.000000 Penalty: 6144.293945
	Iteration 13Q: 3 clusters Score -2.820256e+07 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 220164 members 
Entering Unmasked Estep 
Score: -28203758.000000 Penalty: 6144.293945
	Iteration 14Q: 3 clusters Score -2.820376e+07 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 223488 members 
Entering Unmasked Estep 
Score: -28204540.000000 Penalty: 6144.293945
	Iteration 15Q: 3 clusters Score -2.820454e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13803 members 
Mstep: Class 2 contains 226028 members 
Entering Unmasked Estep 
Score: -28205060.000000 Penalty: 6144.293945
	Iteration 16Q: 3 clusters Score -2.820506e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 228061 members 
Entering Unmasked Estep 
Score: -28205656.000000 Penalty: 6144.293945
	Iteration 17Q: 3 clusters Score -2.820566e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 229727 members 
Entering Unmasked Estep 
Score: -28205850.000000 Penalty: 6144.293945
	Iteration 18Q: 3 clusters Score -2.820585e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 231060 members 
Entering Unmasked Estep 
Score: -28206154.000000 Penalty: 6144.293945
	Iteration 19Q: 3 clusters Score -2.820615e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 232120 members 
Entering Unmasked Estep 
Score: -28206336.000000 Penalty: 6144.293945
	Iteration 20F: 3 clusters Score -2.820634e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 232970 members 
Entering Unmasked Estep 
Score: -28206412.000000 Penalty: 6144.293945
	Iteration 21Q: 3 clusters Score -2.820641e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 233648 members 
Entering Unmasked Estep 
Score: -28206516.000000 Penalty: 6144.293945
	Iteration 22Q: 3 clusters Score -2.820652e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 234197 members 
Entering Unmasked Estep 
Score: -28206532.000000 Penalty: 6144.293945
	Iteration 23Q: 3 clusters Score -2.820653e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 234632 members 
Entering Unmasked Estep 
Score: -28206492.000000 Penalty: 6144.293945
	Iteration 24Q: 3 clusters Score -2.820649e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 234983 members 
Entering Unmasked Estep 
Score: -28206564.000000 Penalty: 6144.293945
	Iteration 25Q: 3 clusters Score -2.820656e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 235289 members 
Entering Unmasked Estep 
Score: -28206584.000000 Penalty: 6144.293945
	Iteration 26Q: 3 clusters Score -2.820658e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 235571 members 
Entering Unmasked Estep 
Score: -28206584.000000 Penalty: 6144.293945
	Iteration 27Q: 3 clusters Score -2.820658e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 235807 members 
Entering Unmasked Estep 
Score: -28206592.000000 Penalty: 6144.293945
	Iteration 28Q: 3 clusters Score -2.820659e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 236007 members 
Entering Unmasked Estep 
Score: -28206582.000000 Penalty: 6144.293945
	Iteration 29Q: 3 clusters Score -2.820658e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 236179 members 
Entering Unmasked Estep 
Score: -28206624.000000 Penalty: 6144.293945
	Iteration 30Q: 3 clusters Score -2.820662e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 236311 members 
Entering Unmasked Estep 
Score: -28206610.000000 Penalty: 6144.293945
	Iteration 31Q: 3 clusters Score -2.820661e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 236411 members 
Entering Unmasked Estep 
Score: -28206670.000000 Penalty: 6144.293945
	Iteration 32Q: 3 clusters Score -2.820667e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 236498 members 
Entering Unmasked Estep 
Score: -28206686.000000 Penalty: 6144.293945
	Iteration 33Q: 3 clusters Score -2.820669e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 236572 members 
Entering Unmasked Estep 
Score: -28206696.000000 Penalty: 6144.293945
	Iteration 34Q: 3 clusters Score -2.82067e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 236625 members 
Entering Unmasked Estep 
Score: -28206676.000000 Penalty: 6144.293945
	Iteration 35Q: 3 clusters Score -2.820668e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 236678 members 
Entering Unmasked Estep 
Score: -28206676.000000 Penalty: 6144.293945
	Iteration 36Q: 3 clusters Score -2.820668e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 236732 members 
Entering Unmasked Estep 
Score: -28206660.000000 Penalty: 6144.293945
	Iteration 37Q: 3 clusters Score -2.820666e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 236790 members 
Entering Unmasked Estep 
Score: -28206662.000000 Penalty: 6144.293945
	Iteration 38Q: 3 clusters Score -2.820666e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 236844 members 
Entering Unmasked Estep 
Score: -28206692.000000 Penalty: 6144.293945
	Iteration 39Q: 3 clusters Score -2.820669e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 236894 members 
Entering Unmasked Estep 
Score: -28206698.000000 Penalty: 6144.293945
	Iteration 40F: 3 clusters Score -2.82067e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 236933 members 
Entering Unmasked Estep 
Score: -28206678.000000 Penalty: 6144.293945
	Iteration 41Q: 3 clusters Score -2.820668e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 236977 members 
Entering Unmasked Estep 
Score: -28206686.000000 Penalty: 6144.293945
	Iteration 42Q: 3 clusters Score -2.820669e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 237015 members 
Entering Unmasked Estep 
Score: -28206680.000000 Penalty: 6144.293945
	Iteration 43Q: 3 clusters Score -2.820668e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 237056 members 
Entering Unmasked Estep 
Score: -28206682.000000 Penalty: 6144.293945
	Iteration 44Q: 3 clusters Score -2.820668e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 237097 members 
Entering Unmasked Estep 
Score: -28206676.000000 Penalty: 6144.293945
	Iteration 45Q: 3 clusters Score -2.820668e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 237129 members 
Entering Unmasked Estep 
Score: -28206684.000000 Penalty: 6144.293945
	Iteration 46Q: 3 clusters Score -2.820668e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 237152 members 
Entering Unmasked Estep 
Score: -28206674.000000 Penalty: 6144.293945
	Iteration 47Q: 3 clusters Score -2.820667e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 237173 members 
Entering Unmasked Estep 
Score: -28206692.000000 Penalty: 6144.293945
	Iteration 48Q: 3 clusters Score -2.820669e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 237193 members 
Entering Unmasked Estep 
Score: -28206690.000000 Penalty: 6144.293945
	Iteration 49Q: 3 clusters Score -2.820669e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 237214 members 
Entering Unmasked Estep 
Score: -28206700.000000 Penalty: 6144.293945
	Iteration 50Q: 3 clusters Score -2.82067e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 237230 members 
Entering Unmasked Estep 
Score: -28206712.000000 Penalty: 6144.293945
	Iteration 51Q: 3 clusters Score -2.820671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 237242 members 
Entering Unmasked Estep 
Score: -28206694.000000 Penalty: 6144.293945
	Iteration 52Q: 3 clusters Score -2.820669e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 237253 members 
Entering Unmasked Estep 
Score: -28206708.000000 Penalty: 6144.293945
	Iteration 53Q: 3 clusters Score -2.820671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 237265 members 
Entering Unmasked Estep 
Score: -28206692.000000 Penalty: 6144.293945
	Iteration 54Q: 3 clusters Score -2.820669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 237272 members 
Entering Unmasked Estep 
Score: -28206698.000000 Penalty: 6144.293945
	Iteration 55Q: 3 clusters Score -2.82067e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 237278 members 
Entering Unmasked Estep 
Score: -28206686.000000 Penalty: 6144.293945
	Iteration 56Q: 3 clusters Score -2.820669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 237286 members 
Entering Unmasked Estep 
Score: -28206688.000000 Penalty: 6144.293945
	Iteration 57Q: 3 clusters Score -2.820669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 237296 members 
Entering Unmasked Estep 
Score: -28206692.000000 Penalty: 6144.293945
	Iteration 58Q: 3 clusters Score -2.820669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 237304 members 
Entering Unmasked Estep 
Score: -28206686.000000 Penalty: 6144.293945
	Iteration 59Q: 3 clusters Score -2.820669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 237311 members 
Entering Unmasked Estep 
Score: -28206696.000000 Penalty: 6144.293945
	Iteration 60F: 3 clusters Score -2.82067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 237321 members 
Entering Unmasked Estep 
Score: -28206684.000000 Penalty: 6144.293945
	Iteration 61Q: 3 clusters Score -2.820668e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 237332 members 
Entering Unmasked Estep 
Score: -28206672.000000 Penalty: 6144.293945
	Iteration 62Q: 3 clusters Score -2.820667e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 237344 members 
Entering Unmasked Estep 
Score: -28206666.000000 Penalty: 6144.293945
	Iteration 63Q: 3 clusters Score -2.820667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 237355 members 
Entering Unmasked Estep 
Score: -28206666.000000 Penalty: 6144.293945
	Iteration 64Q: 3 clusters Score -2.820667e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 237366 members 
Entering Unmasked Estep 
Score: -28206660.000000 Penalty: 6144.293945
	Iteration 65Q: 3 clusters Score -2.820666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 237378 members 
Entering Unmasked Estep 
Score: -28206660.000000 Penalty: 6144.293945
	Iteration 66Q: 3 clusters Score -2.820666e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 237387 members 
Entering Unmasked Estep 
Score: -28206646.000000 Penalty: 6144.293945
	Iteration 67Q: 3 clusters Score -2.820665e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 237394 members 
Entering Unmasked Estep 
Score: -28206652.000000 Penalty: 6144.293945
	Iteration 68Q: 3 clusters Score -2.820665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 237400 members 
Entering Unmasked Estep 
Score: -28206638.000000 Penalty: 6144.293945
	Iteration 69Q: 3 clusters Score -2.820664e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 237404 members 
Entering Unmasked Estep 
Score: -28206644.000000 Penalty: 6144.293945
	Iteration 70Q: 3 clusters Score -2.820664e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 237405 members 
Entering Unmasked Estep 
Score: -28206632.000000 Penalty: 6144.293945
	Iteration 71Q: 3 clusters Score -2.820663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 237408 members 
Entering Unmasked Estep 
Score: -28206636.000000 Penalty: 6144.293945
	Iteration 72Q: 3 clusters Score -2.820664e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 237410 members 
Entering Unmasked Estep 
Score: -28206648.000000 Penalty: 6144.293945
	Iteration 73Q: 3 clusters Score -2.820665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 237410 members 
Entering Unmasked Estep 
Score: -28206648.000000 Penalty: 6144.293945
	Iteration 74F: 3 clusters Score -2.820665e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Entering Unmasked Estep 
Score: -2447259.250000 Penalty: 2507.696533
	Iteration 0F: 2 clusters Score -2447259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2430218.500000 Penalty: 5015.393066
	Iteration 0F: 3 clusters Score -2430218 nChanged 11061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2436415.000000 Penalty: 5015.393066
	Iteration 1F: 3 clusters Score -2436415 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2437139.250000 Penalty: 5015.393066
	Iteration 2F: 3 clusters Score -2437139 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2437878.250000 Penalty: 5015.393066
	Iteration 3F: 3 clusters Score -2437878 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -2438504.500000 Penalty: 5015.393066
	Iteration 4F: 3 clusters Score -2438504 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -2439081.250000 Penalty: 5015.393066
	Iteration 5Q: 3 clusters Score -2439081 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2439669.250000 Penalty: 5015.393066
	Iteration 6Q: 3 clusters Score -2439669 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2440263.500000 Penalty: 5015.393066
	Iteration 7Q: 3 clusters Score -2440264 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2440850.000000 Penalty: 5015.393066
	Iteration 8Q: 3 clusters Score -2440850 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -2441328.500000 Penalty: 5015.393066
	Iteration 9Q: 3 clusters Score -2441328 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -2441668.500000 Penalty: 5015.393066
	Iteration 10Q: 3 clusters Score -2441668 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2441895.250000 Penalty: 5015.393066
	Iteration 11Q: 3 clusters Score -2441895 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -2442019.250000 Penalty: 5015.393066
	Iteration 12Q: 3 clusters Score -2442019 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 13519 members 
Entering Unmasked Estep 
Score: -2442104.500000 Penalty: 5015.393066
	Iteration 13Q: 3 clusters Score -2442104 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2442147.500000 Penalty: 5015.393066
	Iteration 14Q: 3 clusters Score -2442148 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -2442175.750000 Penalty: 5015.393066
	Iteration 15Q: 3 clusters Score -2442176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -2442198.750000 Penalty: 5015.393066
	Iteration 16Q: 3 clusters Score -2442199 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -2442232.500000 Penalty: 5015.393066
	Iteration 17Q: 3 clusters Score -2442232 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 14176 members 
Entering Unmasked Estep 
Score: -2442265.750000 Penalty: 5015.393066
	Iteration 18Q: 3 clusters Score -2442266 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2442298.000000 Penalty: 5015.393066
	Iteration 19Q: 3 clusters Score -2442298 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -2442342.750000 Penalty: 5015.393066
	Iteration 20F: 3 clusters Score -2442343 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
Score: -2442393.750000 Penalty: 5015.393066
	Iteration 21Q: 3 clusters Score -2442394 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2442438.000000 Penalty: 5015.393066
	Iteration 22Q: 3 clusters Score -2442438 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -2442498.000000 Penalty: 5015.393066
	Iteration 23Q: 3 clusters Score -2442498 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 15227 members 
Entering Unmasked Estep 
Score: -2442528.500000 Penalty: 5015.393066
	Iteration 24Q: 3 clusters Score -2442528 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2442593.500000 Penalty: 5015.393066
	Iteration 25Q: 3 clusters Score -2442594 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2442650.000000 Penalty: 5015.393066
	Iteration 26Q: 3 clusters Score -2442650 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -2442711.750000 Penalty: 5015.393066
	Iteration 27Q: 3 clusters Score -2442712 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2442758.750000 Penalty: 5015.393066
	Iteration 28Q: 3 clusters Score -2442759 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2442841.250000 Penalty: 5015.393066
	Iteration 29Q: 3 clusters Score -2442841 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 16570 members 
Entering Unmasked Estep 
Score: -2442906.500000 Penalty: 5015.393066
	Iteration 30Q: 3 clusters Score -2442906 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2442982.000000 Penalty: 5015.393066
	Iteration 31Q: 3 clusters Score -2442982 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2443049.000000 Penalty: 5015.393066
	Iteration 32Q: 3 clusters Score -2443049 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7261 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -2443141.750000 Penalty: 5015.393066
	Iteration 33Q: 3 clusters Score -2443142 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2443236.500000 Penalty: 5015.393066
	Iteration 34Q: 3 clusters Score -2443236 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2443359.000000 Penalty: 5015.393066
	Iteration 35Q: 3 clusters Score -2443359 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2443473.500000 Penalty: 5015.393066
	Iteration 36Q: 3 clusters Score -2443474 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2443606.250000 Penalty: 5015.393066
	Iteration 37Q: 3 clusters Score -2443606 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2443731.000000 Penalty: 5015.393066
	Iteration 38Q: 3 clusters Score -2443731 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2443870.250000 Penalty: 5015.393066
	Iteration 39Q: 3 clusters Score -2443870 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 19750 members 
Entering Unmasked Estep 
Score: -2444026.750000 Penalty: 5015.393066
	Iteration 40F: 3 clusters Score -2444027 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2444186.250000 Penalty: 5015.393066
	Iteration 41Q: 3 clusters Score -2444186 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -2444349.000000 Penalty: 5015.393066
	Iteration 42Q: 3 clusters Score -2444349 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 20753 members 
Entering Unmasked Estep 
Score: -2444490.500000 Penalty: 5015.393066
	Iteration 43Q: 3 clusters Score -2444490 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2444608.250000 Penalty: 5015.393066
	Iteration 44Q: 3 clusters Score -2444608 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -2444751.000000 Penalty: 5015.393066
	Iteration 45Q: 3 clusters Score -2444751 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -2444880.500000 Penalty: 5015.393066
	Iteration 46Q: 3 clusters Score -2444880 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 21791 members 
Entering Unmasked Estep 
Score: -2445010.000000 Penalty: 5015.393066
	Iteration 47Q: 3 clusters Score -2445010 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2445150.500000 Penalty: 5015.393066
	Iteration 48Q: 3 clusters Score -2445150 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -2445318.000000 Penalty: 5015.393066
	Iteration 49Q: 3 clusters Score -2445318 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -2445440.250000 Penalty: 5015.393066
	Iteration 50Q: 3 clusters Score -2445440 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2445543.250000 Penalty: 5015.393066
	Iteration 51Q: 3 clusters Score -2445543 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2445622.000000 Penalty: 5015.393066
	Iteration 52Q: 3 clusters Score -2445622 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -2445683.000000 Penalty: 5015.393066
	Iteration 53Q: 3 clusters Score -2445683 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -2445723.750000 Penalty: 5015.393066
	Iteration 54Q: 3 clusters Score -2445724 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -2445763.250000 Penalty: 5015.393066
	Iteration 55Q: 3 clusters Score -2445763 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2445798.000000 Penalty: 5015.393066
	Iteration 56Q: 3 clusters Score -2445798 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -2445825.250000 Penalty: 5015.393066
	Iteration 57Q: 3 clusters Score -2445825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -2445833.750000 Penalty: 5015.393066
	Iteration 58Q: 3 clusters Score -2445834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 23013 members 
Entering Unmasked Estep 
Score: -2445847.250000 Penalty: 5015.393066
	Iteration 59Q: 3 clusters Score -2445847 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -2445850.750000 Penalty: 5015.393066
	Iteration 60F: 3 clusters Score -2445851 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2445852.000000 Penalty: 5015.393066
	Iteration 61Q: 3 clusters Score -2445852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 23072 members 
Entering Unmasked Estep 
Score: -2445859.250000 Penalty: 5015.393066
	Iteration 62Q: 3 clusters Score -2445859 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -2445858.250000 Penalty: 5015.393066
	Iteration 63Q: 3 clusters Score -2445858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -2445860.000000 Penalty: 5015.393066
	Iteration 64Q: 3 clusters Score -2445860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -2445861.750000 Penalty: 5015.393066
	Iteration 65Q: 3 clusters Score -2445862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -2445860.500000 Penalty: 5015.393066
	Iteration 66Q: 3 clusters Score -2445860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -2445862.250000 Penalty: 5015.393066
	Iteration 67Q: 3 clusters Score -2445862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -2445863.250000 Penalty: 5015.393066
	Iteration 68Q: 3 clusters Score -2445863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2445865.750000 Penalty: 5015.393066
	Iteration 69Q: 3 clusters Score -2445866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -2445862.250000 Penalty: 5015.393066
	Iteration 70Q: 3 clusters Score -2445862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -2445866.000000 Penalty: 5015.393066
	Iteration 71Q: 3 clusters Score -2445866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 23123 members 
Entering Unmasked Estep 
Score: -2445865.500000 Penalty: 5015.393066
	Iteration 72Q: 3 clusters Score -2445866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 23124 members 
Entering Unmasked Estep 
Score: -2445861.250000 Penalty: 5015.393066
	Iteration 73Q: 3 clusters Score -2445861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23125 members 
Entering Unmasked Estep 
Score: -2445862.750000 Penalty: 5015.393066
	Iteration 74Q: 3 clusters Score -2445863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -2445867.750000 Penalty: 5015.393066
	Iteration 75Q: 3 clusters Score -2445868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -2445865.250000 Penalty: 5015.393066
	Iteration 76Q: 3 clusters Score -2445865 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -2445864.000000 Penalty: 5015.393066
	Iteration 77Q: 3 clusters Score -2445864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2445865.000000 Penalty: 5015.393066
	Iteration 78Q: 3 clusters Score -2445865 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -2445868.250000 Penalty: 5015.393066
	Iteration 79Q: 3 clusters Score -2445868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2445869.500000 Penalty: 5015.393066
	Iteration 80F: 3 clusters Score -2445870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -2445870.750000 Penalty: 5015.393066
	Iteration 81Q: 3 clusters Score -2445871 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2445871.250000 Penalty: 5015.393066
	Iteration 82Q: 3 clusters Score -2445871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 23138 members 
Entering Unmasked Estep 
Score: -2445871.250000 Penalty: 5015.393066
	Iteration 83F: 3 clusters Score -2445871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Entering Unmasked Estep 
Score: -2077542.750000 Penalty: 2436.502441
	Iteration 0F: 2 clusters Score -2077543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2064478.750000 Penalty: 4873.004883
	Iteration 0F: 3 clusters Score -2064479 nChanged 7995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9582 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2068793.250000 Penalty: 4873.004883
	Iteration 1F: 3 clusters Score -2068793 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -2069216.750000 Penalty: 4873.004883
	Iteration 2F: 3 clusters Score -2069217 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -2069594.375000 Penalty: 4873.004883
	Iteration 3Q: 3 clusters Score -2069594 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -2069978.000000 Penalty: 4873.004883
	Iteration 4Q: 3 clusters Score -2069978 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11282 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2070380.625000 Penalty: 4873.004883
	Iteration 5Q: 3 clusters Score -2070381 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -2070799.250000 Penalty: 4873.004883
	Iteration 6Q: 3 clusters Score -2070799 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -2071284.000000 Penalty: 4873.004883
	Iteration 7Q: 3 clusters Score -2071284 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2071821.500000 Penalty: 4873.004883
	Iteration 8Q: 3 clusters Score -2071822 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2072418.500000 Penalty: 4873.004883
	Iteration 9Q: 3 clusters Score -2072418 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2073010.500000 Penalty: 4873.004883
	Iteration 10Q: 3 clusters Score -2073010 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -2073572.125000 Penalty: 4873.004883
	Iteration 11Q: 3 clusters Score -2073572 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2074087.875000 Penalty: 4873.004883
	Iteration 12Q: 3 clusters Score -2074088 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2074508.875000 Penalty: 4873.004883
	Iteration 13Q: 3 clusters Score -2074509 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2074820.000000 Penalty: 4873.004883
	Iteration 14Q: 3 clusters Score -2074820 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2075028.500000 Penalty: 4873.004883
	Iteration 15Q: 3 clusters Score -2075028 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2075171.000000 Penalty: 4873.004883
	Iteration 16Q: 3 clusters Score -2075171 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2075268.500000 Penalty: 4873.004883
	Iteration 17Q: 3 clusters Score -2075268 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -2075313.125000 Penalty: 4873.004883
	Iteration 18Q: 3 clusters Score -2075313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18013 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -2075336.500000 Penalty: 4873.004883
	Iteration 19Q: 3 clusters Score -2075336 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -2075358.625000 Penalty: 4873.004883
	Iteration 20F: 3 clusters Score -2075359 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2075379.250000 Penalty: 4873.004883
	Iteration 21Q: 3 clusters Score -2075379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2075401.750000 Penalty: 4873.004883
	Iteration 22Q: 3 clusters Score -2075402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -2075417.875000 Penalty: 4873.004883
	Iteration 23Q: 3 clusters Score -2075418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -2075429.875000 Penalty: 4873.004883
	Iteration 24Q: 3 clusters Score -2075430 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -2075434.250000 Penalty: 4873.004883
	Iteration 25Q: 3 clusters Score -2075434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -2075437.750000 Penalty: 4873.004883
	Iteration 26Q: 3 clusters Score -2075438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -2075440.500000 Penalty: 4873.004883
	Iteration 27Q: 3 clusters Score -2075440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2075442.625000 Penalty: 4873.004883
	Iteration 28Q: 3 clusters Score -2075443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2075448.250000 Penalty: 4873.004883
	Iteration 29Q: 3 clusters Score -2075448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -2075452.375000 Penalty: 4873.004883
	Iteration 30Q: 3 clusters Score -2075452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2075461.750000 Penalty: 4873.004883
	Iteration 31Q: 3 clusters Score -2075462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2075465.750000 Penalty: 4873.004883
	Iteration 32Q: 3 clusters Score -2075466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18119 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -2075470.375000 Penalty: 4873.004883
	Iteration 33Q: 3 clusters Score -2075470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -2075472.000000 Penalty: 4873.004883
	Iteration 34Q: 3 clusters Score -2075472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -2075478.375000 Penalty: 4873.004883
	Iteration 35Q: 3 clusters Score -2075478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2075477.750000 Penalty: 4873.004883
	Iteration 36Q: 3 clusters Score -2075478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -2075477.750000 Penalty: 4873.004883
	Iteration 37F: 3 clusters Score -2075478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39930 members 
Entering Unmasked Estep 
Score: -4499416.500000 Penalty: 2627.531006
	Iteration 0F: 2 clusters Score -4499416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 19934 members 
Entering Unmasked Estep 
Score: -4472313.500000 Penalty: 5255.062012
	Iteration 0F: 3 clusters Score -4472314 nChanged 18375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4482495.500000 Penalty: 5255.062012
	Iteration 1F: 3 clusters Score -4482496 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20603 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -4483159.500000 Penalty: 5255.062012
	Iteration 2Q: 3 clusters Score -4483160 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21156 members 
Mstep: Class 2 contains 18774 members 
Entering Unmasked Estep 
Score: -4484054.000000 Penalty: 5255.062012
	Iteration 3Q: 3 clusters Score -4484054 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4485262.000000 Penalty: 5255.062012
	Iteration 4F: 3 clusters Score -4485262 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -4486746.000000 Penalty: 5255.062012
	Iteration 5F: 3 clusters Score -4486746 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25720 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -4488570.000000 Penalty: 5255.062012
	Iteration 6F: 3 clusters Score -4488570 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -4490526.000000 Penalty: 5255.062012
	Iteration 7F: 3 clusters Score -4490526 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30490 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -4492473.000000 Penalty: 5255.062012
	Iteration 8F: 3 clusters Score -4492473 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -4494403.000000 Penalty: 5255.062012
	Iteration 9F: 3 clusters Score -4494403 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -4496228.500000 Penalty: 5255.062012
	Iteration 10Q: 3 clusters Score -4496228 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -4497712.500000 Penalty: 5255.062012
	Iteration 11Q: 3 clusters Score -4497712 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36984 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -4498629.000000 Penalty: 5255.062012
	Iteration 12Q: 3 clusters Score -4498629 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -4499035.000000 Penalty: 5255.062012
	Iteration 13Q: 3 clusters Score -4499035 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4499260.500000 Penalty: 5255.062012
	Iteration 14Q: 3 clusters Score -4499260 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38050 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -4499343.500000 Penalty: 5255.062012
	Iteration 15Q: 3 clusters Score -4499344 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4499380.000000 Penalty: 5255.062012
	Iteration 16Q: 3 clusters Score -4499380 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38248 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4499402.500000 Penalty: 5255.062012
	Iteration 17Q: 3 clusters Score -4499402 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4499406.000000 Penalty: 5255.062012
	Iteration 18Q: 3 clusters Score -4499406 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38320 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4499411.000000 Penalty: 5255.062012
	Iteration 19Q: 3 clusters Score -4499411 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -4499424.000000 Penalty: 5255.062012
	Iteration 20F: 3 clusters Score -4499424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38352 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4499429.000000 Penalty: 5255.062012
	Iteration 21Q: 3 clusters Score -4499429 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38360 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -4499433.000000 Penalty: 5255.062012
	Iteration 22Q: 3 clusters Score -4499433 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -4499438.000000 Penalty: 5255.062012
	Iteration 23Q: 3 clusters Score -4499438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38375 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -4499432.000000 Penalty: 5255.062012
	Iteration 24Q: 3 clusters Score -4499432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4499434.000000 Penalty: 5255.062012
	Iteration 25Q: 3 clusters Score -4499434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -4499435.000000 Penalty: 5255.062012
	Iteration 26Q: 3 clusters Score -4499435 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38385 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4499436.500000 Penalty: 5255.062012
	Iteration 27Q: 3 clusters Score -4499436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4499432.500000 Penalty: 5255.062012
	Iteration 28Q: 3 clusters Score -4499432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -4499432.500000 Penalty: 5255.062012
	Iteration 29F: 3 clusters Score -4499432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 25366 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56541 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239831 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 38387 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208824 members 
Mstep: Class 15 contains 15465 members 
Mstep: Class 16 contains 37682 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78930 members 
Mstep: Class 19 contains 11937 members 
Mstep: Class 20 contains 316959 members 
Mstep: Class 21 contains 9881 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 18864 members 
Mstep: Class 26 contains 198841 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 1543 members 
Entering Unmasked Estep 
Score: -161425808.000000 Penalty: 101876.304688
Splitting cluster 12 changes total score from -161427344.000000 to -161425808.000000
So it's not getting split.
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: -528489.875000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -528489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -523283.000000 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -523283 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -524617.687500 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -524617.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -524953.687500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -524953.7 nChanged 355
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: -525159.687500 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -525159.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -525311.812500 Penalty: 4330.262207
	Iteration 4Q: 3 clusters Score -525311.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -525470.937500 Penalty: 4330.262207
	Iteration 5Q: 3 clusters Score -525470.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -525674.000000 Penalty: 4330.262207
	Iteration 6Q: 3 clusters Score -525674 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -525950.562500 Penalty: 4330.262207
	Iteration 7F: 3 clusters Score -525950.6 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -526404.312500 Penalty: 4330.262207
	Iteration 8F: 3 clusters Score -526404.3 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -527159.125000 Penalty: 4330.262207
	Iteration 9F: 3 clusters Score -527159.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -527987.937500 Penalty: 4330.262207
	Iteration 10F: 3 clusters Score -527987.9 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -528553.187500 Penalty: 4330.262207
	Iteration 11F: 3 clusters Score -528553.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -528783.562500 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -528783.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -528879.437500 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -528879.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -528929.250000 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -528929.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -528957.000000 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -528957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -528971.687500 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -528971.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -528977.687500 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -528977.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -528982.000000 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -528982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -528984.312500 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -528984.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -528986.500000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -528986.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -528987.437500 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -528987.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -528988.625000 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -528988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -528988.625000 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -528988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -528988.625000 Penalty: 4330.262207
	Iteration 24F: 3 clusters Score -528988.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 25366 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56541 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239831 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 39930 members 
Mstep: Class 13 contains 1038 members 
Mstep: Class 14 contains 208824 members 
Mstep: Class 15 contains 15465 members 
Mstep: Class 16 contains 37682 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78930 members 
Mstep: Class 19 contains 11937 members 
Mstep: Class 20 contains 316959 members 
Mstep: Class 21 contains 9881 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 18864 members 
Mstep: Class 26 contains 198841 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 5150 members 
Entering Unmasked Estep 
Score: -161426416.000000 Penalty: 101876.304688
Splitting cluster 13 changes total score from -161427344.000000 to -161426416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (208824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208824 members 
Entering Unmasked Estep 
Score: -24687324.000000 Penalty: 3037.813232
	Iteration 0F: 2 clusters Score -2.468732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104388 members 
Mstep: Class 2 contains 104436 members 
Entering Unmasked Estep 
Score: -24553356.000000 Penalty: 6075.626465
	Iteration 0F: 3 clusters Score -2.455336e+07 nChanged 100178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104952 members 
Mstep: Class 2 contains 103872 members 
Entering Unmasked Estep 
Score: -24612630.000000 Penalty: 6075.626465
	Iteration 1F: 3 clusters Score -2.461263e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105486 members 
Mstep: Class 2 contains 103338 members 
Entering Unmasked Estep 
Score: -24614466.000000 Penalty: 6075.626465
	Iteration 2Q: 3 clusters Score -2.461447e+07 nChanged 7634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106466 members 
Mstep: Class 2 contains 102358 members 
Entering Unmasked Estep 
Score: -24617106.000000 Penalty: 6075.626465
	Iteration 3Q: 3 clusters Score -2.461711e+07 nChanged 9113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108173 members 
Mstep: Class 2 contains 100651 members 
Entering Unmasked Estep 
Score: -24620968.000000 Penalty: 6075.626465
	Iteration 4Q: 3 clusters Score -2.462097e+07 nChanged 11075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110824 members 
Mstep: Class 2 contains 98000 members 
Entering Unmasked Estep 
Score: -24626694.000000 Penalty: 6075.626465
	Iteration 5F: 3 clusters Score -2.462669e+07 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114642 members 
Mstep: Class 2 contains 94182 members 
Entering Unmasked Estep 
Score: -24635470.000000 Penalty: 6075.626465
	Iteration 6F: 3 clusters Score -2.463547e+07 nChanged 14779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119297 members 
Mstep: Class 2 contains 89527 members 
Entering Unmasked Estep 
Score: -24647032.000000 Penalty: 6075.626465
	Iteration 7F: 3 clusters Score -2.464703e+07 nChanged 14406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123681 members 
Mstep: Class 2 contains 85143 members 
Entering Unmasked Estep 
Score: -24657750.000000 Penalty: 6075.626465
	Iteration 8F: 3 clusters Score -2.465775e+07 nChanged 11303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127006 members 
Mstep: Class 2 contains 81818 members 
Entering Unmasked Estep 
Score: -24663892.000000 Penalty: 6075.626465
	Iteration 9F: 3 clusters Score -2.466389e+07 nChanged 7049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129527 members 
Mstep: Class 2 contains 79297 members 
Entering Unmasked Estep 
Score: -24666420.000000 Penalty: 6075.626465
	Iteration 10Q: 3 clusters Score -2.466642e+07 nChanged 4168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131875 members 
Mstep: Class 2 contains 76949 members 
Entering Unmasked Estep 
Score: -24667574.000000 Penalty: 6075.626465
	Iteration 11Q: 3 clusters Score -2.466757e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134190 members 
Mstep: Class 2 contains 74634 members 
Entering Unmasked Estep 
Score: -24668358.000000 Penalty: 6075.626465
	Iteration 12Q: 3 clusters Score -2.466836e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136516 members 
Mstep: Class 2 contains 72308 members 
Entering Unmasked Estep 
Score: -24669060.000000 Penalty: 6075.626465
	Iteration 13Q: 3 clusters Score -2.466906e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138905 members 
Mstep: Class 2 contains 69919 members 
Entering Unmasked Estep 
Score: -24669944.000000 Penalty: 6075.626465
	Iteration 14Q: 3 clusters Score -2.466994e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141330 members 
Mstep: Class 2 contains 67494 members 
Entering Unmasked Estep 
Score: -24670788.000000 Penalty: 6075.626465
	Iteration 15Q: 3 clusters Score -2.467079e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143841 members 
Mstep: Class 2 contains 64983 members 
Entering Unmasked Estep 
Score: -24671700.000000 Penalty: 6075.626465
	Iteration 16Q: 3 clusters Score -2.46717e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146414 members 
Mstep: Class 2 contains 62410 members 
Entering Unmasked Estep 
Score: -24672264.000000 Penalty: 6075.626465
	Iteration 17Q: 3 clusters Score -2.467226e+07 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148921 members 
Mstep: Class 2 contains 59903 members 
Entering Unmasked Estep 
Score: -24673050.000000 Penalty: 6075.626465
	Iteration 18Q: 3 clusters Score -2.467305e+07 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151618 members 
Mstep: Class 2 contains 57206 members 
Entering Unmasked Estep 
Score: -24673756.000000 Penalty: 6075.626465
	Iteration 19Q: 3 clusters Score -2.467376e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154553 members 
Mstep: Class 2 contains 54271 members 
Entering Unmasked Estep 
Score: -24674492.000000 Penalty: 6075.626465
	Iteration 20F: 3 clusters Score -2.467449e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157653 members 
Mstep: Class 2 contains 51171 members 
Entering Unmasked Estep 
Score: -24675094.000000 Penalty: 6075.626465
	Iteration 21Q: 3 clusters Score -2.467509e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160984 members 
Mstep: Class 2 contains 47840 members 
Entering Unmasked Estep 
Score: -24675798.000000 Penalty: 6075.626465
	Iteration 22Q: 3 clusters Score -2.46758e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164535 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -24676712.000000 Penalty: 6075.626465
	Iteration 23Q: 3 clusters Score -2.467671e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168269 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -24677640.000000 Penalty: 6075.626465
	Iteration 24Q: 3 clusters Score -2.467764e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172012 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -24678400.000000 Penalty: 6075.626465
	Iteration 25Q: 3 clusters Score -2.46784e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175741 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -24679192.000000 Penalty: 6075.626465
	Iteration 26Q: 3 clusters Score -2.467919e+07 nChanged 3766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179507 members 
Mstep: Class 2 contains 29317 members 
Entering Unmasked Estep 
Score: -24680114.000000 Penalty: 6075.626465
	Iteration 27Q: 3 clusters Score -2.468011e+07 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183144 members 
Mstep: Class 2 contains 25680 members 
Entering Unmasked Estep 
Score: -24680940.000000 Penalty: 6075.626465
	Iteration 28Q: 3 clusters Score -2.468094e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186579 members 
Mstep: Class 2 contains 22245 members 
Entering Unmasked Estep 
Score: -24681734.000000 Penalty: 6075.626465
	Iteration 29Q: 3 clusters Score -2.468173e+07 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189865 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -24682488.000000 Penalty: 6075.626465
	Iteration 30Q: 3 clusters Score -2.468249e+07 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192817 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -24683158.000000 Penalty: 6075.626465
	Iteration 31Q: 3 clusters Score -2.468316e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195447 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -24683660.000000 Penalty: 6075.626465
	Iteration 32Q: 3 clusters Score -2.468366e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197749 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -24683838.000000 Penalty: 6075.626465
	Iteration 33Q: 3 clusters Score -2.468384e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199707 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -24684256.000000 Penalty: 6075.626465
	Iteration 34Q: 3 clusters Score -2.468426e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201278 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -24684396.000000 Penalty: 6075.626465
	Iteration 35Q: 3 clusters Score -2.46844e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202521 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -24684576.000000 Penalty: 6075.626465
	Iteration 36Q: 3 clusters Score -2.468458e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203479 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -24684690.000000 Penalty: 6075.626465
	Iteration 37Q: 3 clusters Score -2.468469e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204187 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -24684740.000000 Penalty: 6075.626465
	Iteration 38Q: 3 clusters Score -2.468474e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204655 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -24684878.000000 Penalty: 6075.626465
	Iteration 39Q: 3 clusters Score -2.468488e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205025 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -24685050.000000 Penalty: 6075.626465
	Iteration 40F: 3 clusters Score -2.468505e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205634 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -24685110.000000 Penalty: 6075.626465
	Iteration 41Q: 3 clusters Score -2.468511e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206050 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -24685248.000000 Penalty: 6075.626465
	Iteration 42Q: 3 clusters Score -2.468525e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206353 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -24685270.000000 Penalty: 6075.626465
	Iteration 43Q: 3 clusters Score -2.468527e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206593 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -24685342.000000 Penalty: 6075.626465
	Iteration 44Q: 3 clusters Score -2.468534e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206779 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -24685410.000000 Penalty: 6075.626465
	Iteration 45Q: 3 clusters Score -2.468541e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206903 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -24685382.000000 Penalty: 6075.626465
	Iteration 46Q: 3 clusters Score -2.468538e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207003 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -24685410.000000 Penalty: 6075.626465
	Iteration 47Q: 3 clusters Score -2.468541e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207073 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -24685412.000000 Penalty: 6075.626465
	Iteration 48Q: 3 clusters Score -2.468541e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207138 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -24685430.000000 Penalty: 6075.626465
	Iteration 49Q: 3 clusters Score -2.468543e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207179 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -24685454.000000 Penalty: 6075.626465
	Iteration 50Q: 3 clusters Score -2.468545e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207209 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -24685432.000000 Penalty: 6075.626465
	Iteration 51Q: 3 clusters Score -2.468543e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207238 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -24685408.000000 Penalty: 6075.626465
	Iteration 52Q: 3 clusters Score -2.468541e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207259 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -24685426.000000 Penalty: 6075.626465
	Iteration 53Q: 3 clusters Score -2.468543e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207274 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -24685426.000000 Penalty: 6075.626465
	Iteration 54Q: 3 clusters Score -2.468543e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207287 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -24685428.000000 Penalty: 6075.626465
	Iteration 55Q: 3 clusters Score -2.468543e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207297 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -24685398.000000 Penalty: 6075.626465
	Iteration 56Q: 3 clusters Score -2.46854e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207318 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -24685422.000000 Penalty: 6075.626465
	Iteration 57Q: 3 clusters Score -2.468542e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207343 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -24685430.000000 Penalty: 6075.626465
	Iteration 58Q: 3 clusters Score -2.468543e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207365 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -24685432.000000 Penalty: 6075.626465
	Iteration 59Q: 3 clusters Score -2.468543e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207384 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -24685466.000000 Penalty: 6075.626465
	Iteration 60F: 3 clusters Score -2.468547e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207394 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -24685462.000000 Penalty: 6075.626465
	Iteration 61Q: 3 clusters Score -2.468546e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207397 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -24685494.000000 Penalty: 6075.626465
	Iteration 62Q: 3 clusters Score -2.468549e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207400 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -24685496.000000 Penalty: 6075.626465
	Iteration 63Q: 3 clusters Score -2.46855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207404 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -24685524.000000 Penalty: 6075.626465
	Iteration 64Q: 3 clusters Score -2.468552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207409 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -24685514.000000 Penalty: 6075.626465
	Iteration 65Q: 3 clusters Score -2.468551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207412 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -24685508.000000 Penalty: 6075.626465
	Iteration 66Q: 3 clusters Score -2.468551e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207414 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -24685502.000000 Penalty: 6075.626465
	Iteration 67Q: 3 clusters Score -2.46855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207420 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -24685490.000000 Penalty: 6075.626465
	Iteration 68Q: 3 clusters Score -2.468549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207427 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -24685502.000000 Penalty: 6075.626465
	Iteration 69Q: 3 clusters Score -2.46855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207431 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -24685524.000000 Penalty: 6075.626465
	Iteration 70Q: 3 clusters Score -2.468552e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207432 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -24685506.000000 Penalty: 6075.626465
	Iteration 71Q: 3 clusters Score -2.468551e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207432 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -24685524.000000 Penalty: 6075.626465
	Iteration 72Q: 3 clusters Score -2.468552e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207434 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -24685506.000000 Penalty: 6075.626465
	Iteration 73Q: 3 clusters Score -2.468551e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207439 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -24685510.000000 Penalty: 6075.626465
	Iteration 74Q: 3 clusters Score -2.468551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207443 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -24685496.000000 Penalty: 6075.626465
	Iteration 75Q: 3 clusters Score -2.46855e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207442 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -24685494.000000 Penalty: 6075.626465
	Iteration 76Q: 3 clusters Score -2.468549e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207444 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -24685518.000000 Penalty: 6075.626465
	Iteration 77Q: 3 clusters Score -2.468552e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207445 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -24685508.000000 Penalty: 6075.626465
	Iteration 78Q: 3 clusters Score -2.468551e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207448 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -24685512.000000 Penalty: 6075.626465
	Iteration 79Q: 3 clusters Score -2.468551e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207454 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -24685494.000000 Penalty: 6075.626465
	Iteration 80F: 3 clusters Score -2.468549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207459 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -24685488.000000 Penalty: 6075.626465
	Iteration 81Q: 3 clusters Score -2.468549e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207462 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -24685502.000000 Penalty: 6075.626465
	Iteration 82Q: 3 clusters Score -2.46855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207470 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -24685502.000000 Penalty: 6075.626465
	Iteration 83Q: 3 clusters Score -2.46855e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207485 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -24685492.000000 Penalty: 6075.626465
	Iteration 84Q: 3 clusters Score -2.468549e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207498 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -24685474.000000 Penalty: 6075.626465
	Iteration 85Q: 3 clusters Score -2.468547e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207501 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -24685506.000000 Penalty: 6075.626465
	Iteration 86Q: 3 clusters Score -2.468551e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207507 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -24685494.000000 Penalty: 6075.626465
	Iteration 87Q: 3 clusters Score -2.468549e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207513 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -24685526.000000 Penalty: 6075.626465
	Iteration 88Q: 3 clusters Score -2.468553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207520 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -24685508.000000 Penalty: 6075.626465
	Iteration 89Q: 3 clusters Score -2.468551e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207526 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -24685544.000000 Penalty: 6075.626465
	Iteration 90Q: 3 clusters Score -2.468554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207529 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -24685538.000000 Penalty: 6075.626465
	Iteration 91Q: 3 clusters Score -2.468554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207528 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -24685550.000000 Penalty: 6075.626465
	Iteration 92Q: 3 clusters Score -2.468555e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207528 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -24685544.000000 Penalty: 6075.626465
	Iteration 93Q: 3 clusters Score -2.468554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207528 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -24685538.000000 Penalty: 6075.626465
	Iteration 94Q: 3 clusters Score -2.468554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207529 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -24685538.000000 Penalty: 6075.626465
	Iteration 95Q: 3 clusters Score -2.468554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207530 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -24685542.000000 Penalty: 6075.626465
	Iteration 96Q: 3 clusters Score -2.468554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207532 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -24685530.000000 Penalty: 6075.626465
	Iteration 97Q: 3 clusters Score -2.468553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207530 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -24685544.000000 Penalty: 6075.626465
	Iteration 98Q: 3 clusters Score -2.468554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207531 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -24685540.000000 Penalty: 6075.626465
	Iteration 99Q: 3 clusters Score -2.468554e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207532 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -24685530.000000 Penalty: 6075.626465
	Iteration 100F: 3 clusters Score -2.468553e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207533 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -24685526.000000 Penalty: 6075.626465
	Iteration 101Q: 3 clusters Score -2.468553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207535 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -24685528.000000 Penalty: 6075.626465
	Iteration 102Q: 3 clusters Score -2.468553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207538 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -24685540.000000 Penalty: 6075.626465
	Iteration 103Q: 3 clusters Score -2.468554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207540 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -24685534.000000 Penalty: 6075.626465
	Iteration 104Q: 3 clusters Score -2.468553e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207541 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -24685524.000000 Penalty: 6075.626465
	Iteration 105Q: 3 clusters Score -2.468552e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207542 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -24685538.000000 Penalty: 6075.626465
	Iteration 106Q: 3 clusters Score -2.468554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207542 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -24685528.000000 Penalty: 6075.626465
	Iteration 107Q: 3 clusters Score -2.468553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207543 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -24685520.000000 Penalty: 6075.626465
	Iteration 108Q: 3 clusters Score -2.468552e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207543 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -24685520.000000 Penalty: 6075.626465
	Iteration 109F: 3 clusters Score -2.468552e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Entering Unmasked Estep 
Score: -1702072.000000 Penalty: 2392.291016
	Iteration 0F: 2 clusters Score -1702072 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 7612 members 
Entering Unmasked Estep 
Score: -1690795.375000 Penalty: 4784.582031
	Iteration 0F: 3 clusters Score -1690795 nChanged 6738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1694392.000000 Penalty: 4784.582031
	Iteration 1F: 3 clusters Score -1694392 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1694823.125000 Penalty: 4784.582031
	Iteration 2F: 3 clusters Score -1694823 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1695182.125000 Penalty: 4784.582031
	Iteration 3F: 3 clusters Score -1695182 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1695553.875000 Penalty: 4784.582031
	Iteration 4Q: 3 clusters Score -1695554 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1695986.750000 Penalty: 4784.582031
	Iteration 5Q: 3 clusters Score -1695987 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1696498.750000 Penalty: 4784.582031
	Iteration 6F: 3 clusters Score -1696499 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1697096.125000 Penalty: 4784.582031
	Iteration 7F: 3 clusters Score -1697096 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1697707.500000 Penalty: 4784.582031
	Iteration 8F: 3 clusters Score -1697708 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1698342.875000 Penalty: 4784.582031
	Iteration 9Q: 3 clusters Score -1698343 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1698876.625000 Penalty: 4784.582031
	Iteration 10Q: 3 clusters Score -1698877 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1699269.375000 Penalty: 4784.582031
	Iteration 11Q: 3 clusters Score -1699269 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1699508.625000 Penalty: 4784.582031
	Iteration 12Q: 3 clusters Score -1699509 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1699647.750000 Penalty: 4784.582031
	Iteration 13Q: 3 clusters Score -1699648 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13825 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1699764.250000 Penalty: 4784.582031
	Iteration 14Q: 3 clusters Score -1699764 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1699852.250000 Penalty: 4784.582031
	Iteration 15Q: 3 clusters Score -1699852 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1699923.500000 Penalty: 4784.582031
	Iteration 16Q: 3 clusters Score -1699924 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1699982.250000 Penalty: 4784.582031
	Iteration 17Q: 3 clusters Score -1699982 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1700042.250000 Penalty: 4784.582031
	Iteration 18Q: 3 clusters Score -1700042 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1700085.750000 Penalty: 4784.582031
	Iteration 19Q: 3 clusters Score -1700086 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1700124.375000 Penalty: 4784.582031
	Iteration 20F: 3 clusters Score -1700124 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1700175.750000 Penalty: 4784.582031
	Iteration 21Q: 3 clusters Score -1700176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1700207.250000 Penalty: 4784.582031
	Iteration 22Q: 3 clusters Score -1700207 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1700232.375000 Penalty: 4784.582031
	Iteration 23Q: 3 clusters Score -1700232 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1700257.375000 Penalty: 4784.582031
	Iteration 24Q: 3 clusters Score -1700257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1700274.250000 Penalty: 4784.582031
	Iteration 25Q: 3 clusters Score -1700274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1700291.000000 Penalty: 4784.582031
	Iteration 26Q: 3 clusters Score -1700291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1700297.875000 Penalty: 4784.582031
	Iteration 27Q: 3 clusters Score -1700298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1700309.875000 Penalty: 4784.582031
	Iteration 28Q: 3 clusters Score -1700310 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1700324.375000 Penalty: 4784.582031
	Iteration 29Q: 3 clusters Score -1700324 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1700328.000000 Penalty: 4784.582031
	Iteration 30Q: 3 clusters Score -1700328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14567 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1700336.625000 Penalty: 4784.582031
	Iteration 31Q: 3 clusters Score -1700337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14575 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -1700341.250000 Penalty: 4784.582031
	Iteration 32Q: 3 clusters Score -1700341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1700342.875000 Penalty: 4784.582031
	Iteration 33Q: 3 clusters Score -1700343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1700343.875000 Penalty: 4784.582031
	Iteration 34Q: 3 clusters Score -1700344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1700345.625000 Penalty: 4784.582031
	Iteration 35Q: 3 clusters Score -1700346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1700345.500000 Penalty: 4784.582031
	Iteration 36Q: 3 clusters Score -1700346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1700343.750000 Penalty: 4784.582031
	Iteration 37Q: 3 clusters Score -1700344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1700345.625000 Penalty: 4784.582031
	Iteration 38Q: 3 clusters Score -1700346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1700347.375000 Penalty: 4784.582031
	Iteration 39Q: 3 clusters Score -1700347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1700349.250000 Penalty: 4784.582031
	Iteration 40F: 3 clusters Score -1700349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1700352.250000 Penalty: 4784.582031
	Iteration 41Q: 3 clusters Score -1700352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1700358.750000 Penalty: 4784.582031
	Iteration 42Q: 3 clusters Score -1700359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14617 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1700360.750000 Penalty: 4784.582031
	Iteration 43Q: 3 clusters Score -1700361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1700373.250000 Penalty: 4784.582031
	Iteration 44Q: 3 clusters Score -1700373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1700378.875000 Penalty: 4784.582031
	Iteration 45Q: 3 clusters Score -1700379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1700383.875000 Penalty: 4784.582031
	Iteration 46Q: 3 clusters Score -1700384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -1700387.125000 Penalty: 4784.582031
	Iteration 47Q: 3 clusters Score -1700387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -1700393.750000 Penalty: 4784.582031
	Iteration 48Q: 3 clusters Score -1700394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1700399.125000 Penalty: 4784.582031
	Iteration 49Q: 3 clusters Score -1700399 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1700402.500000 Penalty: 4784.582031
	Iteration 50Q: 3 clusters Score -1700402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1700403.125000 Penalty: 4784.582031
	Iteration 51Q: 3 clusters Score -1700403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1700406.000000 Penalty: 4784.582031
	Iteration 52Q: 3 clusters Score -1700406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1700408.500000 Penalty: 4784.582031
	Iteration 53Q: 3 clusters Score -1700408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14679 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1700410.750000 Penalty: 4784.582031
	Iteration 54Q: 3 clusters Score -1700411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1700414.500000 Penalty: 4784.582031
	Iteration 55Q: 3 clusters Score -1700414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1700414.875000 Penalty: 4784.582031
	Iteration 56Q: 3 clusters Score -1700415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1700415.875000 Penalty: 4784.582031
	Iteration 57Q: 3 clusters Score -1700416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1700417.250000 Penalty: 4784.582031
	Iteration 58Q: 3 clusters Score -1700417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1700417.250000 Penalty: 4784.582031
	Iteration 59F: 3 clusters Score -1700417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Entering Unmasked Estep 
Score: -4472048.000000 Penalty: 2613.160645
	Iteration 0F: 2 clusters Score -4472048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -4446385.500000 Penalty: 5226.321289
	Iteration 0F: 3 clusters Score -4446386 nChanged 17205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19159 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -4455916.000000 Penalty: 5226.321289
	Iteration 1F: 3 clusters Score -4455916 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -4456494.500000 Penalty: 5226.321289
	Iteration 2Q: 3 clusters Score -4456494 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -4457093.000000 Penalty: 5226.321289
	Iteration 3Q: 3 clusters Score -4457093 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -4457765.000000 Penalty: 5226.321289
	Iteration 4Q: 3 clusters Score -4457765 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 16693 members 
Entering Unmasked Estep 
Score: -4458485.000000 Penalty: 5226.321289
	Iteration 5Q: 3 clusters Score -4458485 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -4459420.000000 Penalty: 5226.321289
	Iteration 6Q: 3 clusters Score -4459420 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -4460783.000000 Penalty: 5226.321289
	Iteration 7F: 3 clusters Score -4460783 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24892 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -4462542.000000 Penalty: 5226.321289
	Iteration 8F: 3 clusters Score -4462542 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -4464642.500000 Penalty: 5226.321289
	Iteration 9F: 3 clusters Score -4464642 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -4466428.500000 Penalty: 5226.321289
	Iteration 10F: 3 clusters Score -4466428 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -4467443.000000 Penalty: 5226.321289
	Iteration 11Q: 3 clusters Score -4467443 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -4467885.500000 Penalty: 5226.321289
	Iteration 12Q: 3 clusters Score -4467886 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29518 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -4468119.000000 Penalty: 5226.321289
	Iteration 13Q: 3 clusters Score -4468119 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29919 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -4468259.500000 Penalty: 5226.321289
	Iteration 14Q: 3 clusters Score -4468260 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -4468371.500000 Penalty: 5226.321289
	Iteration 15Q: 3 clusters Score -4468372 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -4468465.000000 Penalty: 5226.321289
	Iteration 16Q: 3 clusters Score -4468465 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30934 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -4468575.000000 Penalty: 5226.321289
	Iteration 17Q: 3 clusters Score -4468575 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -4468655.000000 Penalty: 5226.321289
	Iteration 18Q: 3 clusters Score -4468655 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31489 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -4468747.500000 Penalty: 5226.321289
	Iteration 19Q: 3 clusters Score -4468748 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -4468828.500000 Penalty: 5226.321289
	Iteration 20F: 3 clusters Score -4468828 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -4468892.000000 Penalty: 5226.321289
	Iteration 21Q: 3 clusters Score -4468892 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -4468953.000000 Penalty: 5226.321289
	Iteration 22Q: 3 clusters Score -4468953 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32459 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -4469019.000000 Penalty: 5226.321289
	Iteration 23Q: 3 clusters Score -4469019 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -4469088.500000 Penalty: 5226.321289
	Iteration 24Q: 3 clusters Score -4469088 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32871 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -4469132.000000 Penalty: 5226.321289
	Iteration 25Q: 3 clusters Score -4469132 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -4469177.500000 Penalty: 5226.321289
	Iteration 26Q: 3 clusters Score -4469178 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33251 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -4469240.000000 Penalty: 5226.321289
	Iteration 27Q: 3 clusters Score -4469240 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -4469264.500000 Penalty: 5226.321289
	Iteration 28Q: 3 clusters Score -4469264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4469297.000000 Penalty: 5226.321289
	Iteration 29Q: 3 clusters Score -4469297 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -4469320.500000 Penalty: 5226.321289
	Iteration 30Q: 3 clusters Score -4469320 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33702 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -4469341.000000 Penalty: 5226.321289
	Iteration 31Q: 3 clusters Score -4469341 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33809 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -4469353.500000 Penalty: 5226.321289
	Iteration 32Q: 3 clusters Score -4469354 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4469377.000000 Penalty: 5226.321289
	Iteration 33Q: 3 clusters Score -4469377 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33965 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -4469390.500000 Penalty: 5226.321289
	Iteration 34Q: 3 clusters Score -4469390 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -4469412.500000 Penalty: 5226.321289
	Iteration 35Q: 3 clusters Score -4469412 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4469423.500000 Penalty: 5226.321289
	Iteration 36Q: 3 clusters Score -4469424 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34210 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -4469459.000000 Penalty: 5226.321289
	Iteration 37Q: 3 clusters Score -4469459 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34300 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -4469475.500000 Penalty: 5226.321289
	Iteration 38Q: 3 clusters Score -4469476 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -4469506.000000 Penalty: 5226.321289
	Iteration 39Q: 3 clusters Score -4469506 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4469519.000000 Penalty: 5226.321289
	Iteration 40F: 3 clusters Score -4469519 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34547 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -4469537.500000 Penalty: 5226.321289
	Iteration 41Q: 3 clusters Score -4469538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -4469547.000000 Penalty: 5226.321289
	Iteration 42Q: 3 clusters Score -4469547 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -4469570.500000 Penalty: 5226.321289
	Iteration 43Q: 3 clusters Score -4469570 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34770 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -4469585.500000 Penalty: 5226.321289
	Iteration 44Q: 3 clusters Score -4469586 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -4469611.000000 Penalty: 5226.321289
	Iteration 45Q: 3 clusters Score -4469611 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -4469638.000000 Penalty: 5226.321289
	Iteration 46Q: 3 clusters Score -4469638 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34956 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -4469644.000000 Penalty: 5226.321289
	Iteration 47Q: 3 clusters Score -4469644 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35003 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -4469657.500000 Penalty: 5226.321289
	Iteration 48Q: 3 clusters Score -4469658 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -4469660.000000 Penalty: 5226.321289
	Iteration 49Q: 3 clusters Score -4469660 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35088 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4469675.500000 Penalty: 5226.321289
	Iteration 50Q: 3 clusters Score -4469676 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35143 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -4469688.000000 Penalty: 5226.321289
	Iteration 51Q: 3 clusters Score -4469688 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -4469703.000000 Penalty: 5226.321289
	Iteration 52Q: 3 clusters Score -4469703 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -4469711.000000 Penalty: 5226.321289
	Iteration 53Q: 3 clusters Score -4469711 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -4469731.500000 Penalty: 5226.321289
	Iteration 54Q: 3 clusters Score -4469732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35325 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -4469738.000000 Penalty: 5226.321289
	Iteration 55Q: 3 clusters Score -4469738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35373 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4469756.000000 Penalty: 5226.321289
	Iteration 56Q: 3 clusters Score -4469756 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35422 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -4469770.000000 Penalty: 5226.321289
	Iteration 57Q: 3 clusters Score -4469770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35463 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -4469776.500000 Penalty: 5226.321289
	Iteration 58Q: 3 clusters Score -4469776 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -4469787.500000 Penalty: 5226.321289
	Iteration 59Q: 3 clusters Score -4469788 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -4469793.000000 Penalty: 5226.321289
	Iteration 60F: 3 clusters Score -4469793 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -4469805.000000 Penalty: 5226.321289
	Iteration 61Q: 3 clusters Score -4469805 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35625 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -4469814.500000 Penalty: 5226.321289
	Iteration 62Q: 3 clusters Score -4469814 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -4469821.500000 Penalty: 5226.321289
	Iteration 63Q: 3 clusters Score -4469822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35676 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -4469827.500000 Penalty: 5226.321289
	Iteration 64Q: 3 clusters Score -4469828 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -4469832.500000 Penalty: 5226.321289
	Iteration 65Q: 3 clusters Score -4469832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35721 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -4469835.000000 Penalty: 5226.321289
	Iteration 66Q: 3 clusters Score -4469835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4469848.500000 Penalty: 5226.321289
	Iteration 67Q: 3 clusters Score -4469848 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4469845.500000 Penalty: 5226.321289
	Iteration 68Q: 3 clusters Score -4469846 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35773 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4469849.000000 Penalty: 5226.321289
	Iteration 69Q: 3 clusters Score -4469849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35795 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4469856.000000 Penalty: 5226.321289
	Iteration 70Q: 3 clusters Score -4469856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35808 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -4469866.500000 Penalty: 5226.321289
	Iteration 71Q: 3 clusters Score -4469866 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -4469868.500000 Penalty: 5226.321289
	Iteration 72Q: 3 clusters Score -4469868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -4469884.000000 Penalty: 5226.321289
	Iteration 73Q: 3 clusters Score -4469884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -4469882.500000 Penalty: 5226.321289
	Iteration 74Q: 3 clusters Score -4469882 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35842 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -4469880.000000 Penalty: 5226.321289
	Iteration 75Q: 3 clusters Score -4469880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35849 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -4469880.500000 Penalty: 5226.321289
	Iteration 76Q: 3 clusters Score -4469880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35856 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4469881.000000 Penalty: 5226.321289
	Iteration 77Q: 3 clusters Score -4469881 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35863 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -4469881.500000 Penalty: 5226.321289
	Iteration 78Q: 3 clusters Score -4469882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35869 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -4469888.500000 Penalty: 5226.321289
	Iteration 79Q: 3 clusters Score -4469888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35874 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4469880.000000 Penalty: 5226.321289
	Iteration 80F: 3 clusters Score -4469880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -4469874.000000 Penalty: 5226.321289
	Iteration 81Q: 3 clusters Score -4469874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35881 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -4469871.000000 Penalty: 5226.321289
	Iteration 82Q: 3 clusters Score -4469871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35887 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -4469874.000000 Penalty: 5226.321289
	Iteration 83Q: 3 clusters Score -4469874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35891 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4469876.500000 Penalty: 5226.321289
	Iteration 84Q: 3 clusters Score -4469876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -4469880.000000 Penalty: 5226.321289
	Iteration 85Q: 3 clusters Score -4469880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4469877.500000 Penalty: 5226.321289
	Iteration 86Q: 3 clusters Score -4469878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -4469877.500000 Penalty: 5226.321289
	Iteration 87F: 3 clusters Score -4469878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24807 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Entering Unmasked Estep 
Score: -2967757.750000 Penalty: 2509.482422
	Iteration 0F: 2 clusters Score -2967758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 12367 members 
Entering Unmasked Estep 
Score: -2950641.750000 Penalty: 5018.964844
	Iteration 0F: 3 clusters Score -2950642 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
Score: -2956453.500000 Penalty: 5018.964844
	Iteration 1F: 3 clusters Score -2956454 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -2956826.250000 Penalty: 5018.964844
	Iteration 2Q: 3 clusters Score -2956826 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 12184 members 
Entering Unmasked Estep 
Score: -2957095.750000 Penalty: 5018.964844
	Iteration 3Q: 3 clusters Score -2957096 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 12011 members 
Entering Unmasked Estep 
Score: -2957294.250000 Penalty: 5018.964844
	Iteration 4Q: 3 clusters Score -2957294 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2957459.500000 Penalty: 5018.964844
	Iteration 5Q: 3 clusters Score -2957460 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2957602.000000 Penalty: 5018.964844
	Iteration 6Q: 3 clusters Score -2957602 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 11164 members 
Entering Unmasked Estep 
Score: -2957756.000000 Penalty: 5018.964844
	Iteration 7Q: 3 clusters Score -2957756 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2957940.250000 Penalty: 5018.964844
	Iteration 8Q: 3 clusters Score -2957940 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 10159 members 
Entering Unmasked Estep 
Score: -2958182.500000 Penalty: 5018.964844
	Iteration 9Q: 3 clusters Score -2958182 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15369 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -2958498.750000 Penalty: 5018.964844
	Iteration 10Q: 3 clusters Score -2958499 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2958996.250000 Penalty: 5018.964844
	Iteration 11Q: 3 clusters Score -2958996 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2959713.250000 Penalty: 5018.964844
	Iteration 12Q: 3 clusters Score -2959713 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -2960704.500000 Penalty: 5018.964844
	Iteration 13F: 3 clusters Score -2960704 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -2961899.250000 Penalty: 5018.964844
	Iteration 14F: 3 clusters Score -2961899 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -2963070.500000 Penalty: 5018.964844
	Iteration 15F: 3 clusters Score -2963070 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -2964042.000000 Penalty: 5018.964844
	Iteration 16Q: 3 clusters Score -2964042 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2964677.250000 Penalty: 5018.964844
	Iteration 17Q: 3 clusters Score -2964677 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24042 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -2965063.000000 Penalty: 5018.964844
	Iteration 18Q: 3 clusters Score -2965063 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -2965259.500000 Penalty: 5018.964844
	Iteration 19Q: 3 clusters Score -2965260 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2965354.250000 Penalty: 5018.964844
	Iteration 20F: 3 clusters Score -2965354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -2965410.500000 Penalty: 5018.964844
	Iteration 21Q: 3 clusters Score -2965410 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -2965463.500000 Penalty: 5018.964844
	Iteration 22Q: 3 clusters Score -2965464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24462 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -2965492.250000 Penalty: 5018.964844
	Iteration 23Q: 3 clusters Score -2965492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -2965502.000000 Penalty: 5018.964844
	Iteration 24Q: 3 clusters Score -2965502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -2965520.000000 Penalty: 5018.964844
	Iteration 25Q: 3 clusters Score -2965520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2965530.000000 Penalty: 5018.964844
	Iteration 26Q: 3 clusters Score -2965530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -2965539.250000 Penalty: 5018.964844
	Iteration 27Q: 3 clusters Score -2965539 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24501 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -2965544.000000 Penalty: 5018.964844
	Iteration 28Q: 3 clusters Score -2965544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -2965542.000000 Penalty: 5018.964844
	Iteration 29Q: 3 clusters Score -2965542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2965546.000000 Penalty: 5018.964844
	Iteration 30Q: 3 clusters Score -2965546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -2965546.000000 Penalty: 5018.964844
	Iteration 31F: 3 clusters Score -2965546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Entering Unmasked Estep 
Score: -9362099.000000 Penalty: 2796.526611
	Iteration 0F: 2 clusters Score -9362099 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -9309239.000000 Penalty: 5593.053223
	Iteration 0F: 3 clusters Score -9309239 nChanged 37108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38880 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -9330293.000000 Penalty: 5593.053223
	Iteration 1F: 3 clusters Score -9330293 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38494 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -9331008.000000 Penalty: 5593.053223
	Iteration 2Q: 3 clusters Score -9331008 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -9331870.000000 Penalty: 5593.053223
	Iteration 3Q: 3 clusters Score -9331870 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 41815 members 
Entering Unmasked Estep 
Score: -9332747.000000 Penalty: 5593.053223
	Iteration 4Q: 3 clusters Score -9332747 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 42798 members 
Entering Unmasked Estep 
Score: -9333701.000000 Penalty: 5593.053223
	Iteration 5Q: 3 clusters Score -9333701 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34817 members 
Mstep: Class 2 contains 44113 members 
Entering Unmasked Estep 
Score: -9334919.000000 Penalty: 5593.053223
	Iteration 6Q: 3 clusters Score -9334919 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33092 members 
Mstep: Class 2 contains 45838 members 
Entering Unmasked Estep 
Score: -9336548.000000 Penalty: 5593.053223
	Iteration 7Q: 3 clusters Score -9336548 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9338746.000000 Penalty: 5593.053223
	Iteration 8Q: 3 clusters Score -9338746 nChanged 4174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 50440 members 
Entering Unmasked Estep 
Score: -9341624.000000 Penalty: 5593.053223
	Iteration 9F: 3 clusters Score -9341624 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25889 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -9344919.000000 Penalty: 5593.053223
	Iteration 10F: 3 clusters Score -9344919 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -9348040.000000 Penalty: 5593.053223
	Iteration 11F: 3 clusters Score -9348040 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 57534 members 
Entering Unmasked Estep 
Score: -9350355.000000 Penalty: 5593.053223
	Iteration 12Q: 3 clusters Score -9350355 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 59198 members 
Entering Unmasked Estep 
Score: -9351873.000000 Penalty: 5593.053223
	Iteration 13Q: 3 clusters Score -9351873 nChanged 2217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 60735 members 
Entering Unmasked Estep 
Score: -9352803.000000 Penalty: 5593.053223
	Iteration 14Q: 3 clusters Score -9352803 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -9353477.000000 Penalty: 5593.053223
	Iteration 15Q: 3 clusters Score -9353477 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 63610 members 
Entering Unmasked Estep 
Score: -9354079.000000 Penalty: 5593.053223
	Iteration 16Q: 3 clusters Score -9354079 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 64907 members 
Entering Unmasked Estep 
Score: -9354650.000000 Penalty: 5593.053223
	Iteration 17Q: 3 clusters Score -9354650 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 66097 members 
Entering Unmasked Estep 
Score: -9355083.000000 Penalty: 5593.053223
	Iteration 18Q: 3 clusters Score -9355083 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -9355515.000000 Penalty: 5593.053223
	Iteration 19Q: 3 clusters Score -9355515 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 68380 members 
Entering Unmasked Estep 
Score: -9355946.000000 Penalty: 5593.053223
	Iteration 20F: 3 clusters Score -9355946 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 69436 members 
Entering Unmasked Estep 
Score: -9356378.000000 Penalty: 5593.053223
	Iteration 21Q: 3 clusters Score -9356378 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -9356801.000000 Penalty: 5593.053223
	Iteration 22Q: 3 clusters Score -9356801 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 71436 members 
Entering Unmasked Estep 
Score: -9357204.000000 Penalty: 5593.053223
	Iteration 23Q: 3 clusters Score -9357204 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 72374 members 
Entering Unmasked Estep 
Score: -9357613.000000 Penalty: 5593.053223
	Iteration 24Q: 3 clusters Score -9357613 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 73203 members 
Entering Unmasked Estep 
Score: -9357943.000000 Penalty: 5593.053223
	Iteration 25Q: 3 clusters Score -9357943 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 73911 members 
Entering Unmasked Estep 
Score: -9358303.000000 Penalty: 5593.053223
	Iteration 26Q: 3 clusters Score -9358303 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 74517 members 
Entering Unmasked Estep 
Score: -9358525.000000 Penalty: 5593.053223
	Iteration 27Q: 3 clusters Score -9358525 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 74998 members 
Entering Unmasked Estep 
Score: -9358747.000000 Penalty: 5593.053223
	Iteration 28Q: 3 clusters Score -9358747 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -9358915.000000 Penalty: 5593.053223
	Iteration 29Q: 3 clusters Score -9358915 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 75773 members 
Entering Unmasked Estep 
Score: -9359093.000000 Penalty: 5593.053223
	Iteration 30Q: 3 clusters Score -9359093 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -9359166.000000 Penalty: 5593.053223
	Iteration 31Q: 3 clusters Score -9359166 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 76319 members 
Entering Unmasked Estep 
Score: -9359259.000000 Penalty: 5593.053223
	Iteration 32Q: 3 clusters Score -9359259 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 76529 members 
Entering Unmasked Estep 
Score: -9359329.000000 Penalty: 5593.053223
	Iteration 33Q: 3 clusters Score -9359329 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -9359386.000000 Penalty: 5593.053223
	Iteration 34Q: 3 clusters Score -9359386 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -9359421.000000 Penalty: 5593.053223
	Iteration 35Q: 3 clusters Score -9359421 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 76962 members 
Entering Unmasked Estep 
Score: -9359466.000000 Penalty: 5593.053223
	Iteration 36Q: 3 clusters Score -9359466 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 77057 members 
Entering Unmasked Estep 
Score: -9359517.000000 Penalty: 5593.053223
	Iteration 37Q: 3 clusters Score -9359517 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 77148 members 
Entering Unmasked Estep 
Score: -9359537.000000 Penalty: 5593.053223
	Iteration 38Q: 3 clusters Score -9359537 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 77236 members 
Entering Unmasked Estep 
Score: -9359570.000000 Penalty: 5593.053223
	Iteration 39Q: 3 clusters Score -9359570 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 77313 members 
Entering Unmasked Estep 
Score: -9359613.000000 Penalty: 5593.053223
	Iteration 40F: 3 clusters Score -9359613 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 77370 members 
Entering Unmasked Estep 
Score: -9359641.000000 Penalty: 5593.053223
	Iteration 41Q: 3 clusters Score -9359641 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 77428 members 
Entering Unmasked Estep 
Score: -9359658.000000 Penalty: 5593.053223
	Iteration 42Q: 3 clusters Score -9359658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 77476 members 
Entering Unmasked Estep 
Score: -9359687.000000 Penalty: 5593.053223
	Iteration 43Q: 3 clusters Score -9359687 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 77522 members 
Entering Unmasked Estep 
Score: -9359710.000000 Penalty: 5593.053223
	Iteration 44Q: 3 clusters Score -9359710 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 77563 members 
Entering Unmasked Estep 
Score: -9359714.000000 Penalty: 5593.053223
	Iteration 45Q: 3 clusters Score -9359714 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 77591 members 
Entering Unmasked Estep 
Score: -9359728.000000 Penalty: 5593.053223
	Iteration 46Q: 3 clusters Score -9359728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 77623 members 
Entering Unmasked Estep 
Score: -9359744.000000 Penalty: 5593.053223
	Iteration 47Q: 3 clusters Score -9359744 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 77650 members 
Entering Unmasked Estep 
Score: -9359736.000000 Penalty: 5593.053223
	Iteration 48Q: 3 clusters Score -9359736 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 77682 members 
Entering Unmasked Estep 
Score: -9359753.000000 Penalty: 5593.053223
	Iteration 49Q: 3 clusters Score -9359753 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 77705 members 
Entering Unmasked Estep 
Score: -9359752.000000 Penalty: 5593.053223
	Iteration 50Q: 3 clusters Score -9359752 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 77737 members 
Entering Unmasked Estep 
Score: -9359772.000000 Penalty: 5593.053223
	Iteration 51Q: 3 clusters Score -9359772 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 77769 members 
Entering Unmasked Estep 
Score: -9359776.000000 Penalty: 5593.053223
	Iteration 52Q: 3 clusters Score -9359776 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 77793 members 
Entering Unmasked Estep 
Score: -9359789.000000 Penalty: 5593.053223
	Iteration 53Q: 3 clusters Score -9359789 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 77816 members 
Entering Unmasked Estep 
Score: -9359793.000000 Penalty: 5593.053223
	Iteration 54Q: 3 clusters Score -9359793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 77836 members 
Entering Unmasked Estep 
Score: -9359806.000000 Penalty: 5593.053223
	Iteration 55Q: 3 clusters Score -9359806 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 77853 members 
Entering Unmasked Estep 
Score: -9359818.000000 Penalty: 5593.053223
	Iteration 56Q: 3 clusters Score -9359818 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 77872 members 
Entering Unmasked Estep 
Score: -9359823.000000 Penalty: 5593.053223
	Iteration 57Q: 3 clusters Score -9359823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 77887 members 
Entering Unmasked Estep 
Score: -9359831.000000 Penalty: 5593.053223
	Iteration 58Q: 3 clusters Score -9359831 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 77897 members 
Entering Unmasked Estep 
Score: -9359833.000000 Penalty: 5593.053223
	Iteration 59Q: 3 clusters Score -9359833 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 77910 members 
Entering Unmasked Estep 
Score: -9359842.000000 Penalty: 5593.053223
	Iteration 60F: 3 clusters Score -9359842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 77925 members 
Entering Unmasked Estep 
Score: -9359848.000000 Penalty: 5593.053223
	Iteration 61Q: 3 clusters Score -9359848 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 77938 members 
Entering Unmasked Estep 
Score: -9359858.000000 Penalty: 5593.053223
	Iteration 62Q: 3 clusters Score -9359858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 77942 members 
Entering Unmasked Estep 
Score: -9359861.000000 Penalty: 5593.053223
	Iteration 63Q: 3 clusters Score -9359861 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 77949 members 
Entering Unmasked Estep 
Score: -9359865.000000 Penalty: 5593.053223
	Iteration 64Q: 3 clusters Score -9359865 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 77956 members 
Entering Unmasked Estep 
Score: -9359857.000000 Penalty: 5593.053223
	Iteration 65Q: 3 clusters Score -9359857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -9359863.000000 Penalty: 5593.053223
	Iteration 66Q: 3 clusters Score -9359863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 77965 members 
Entering Unmasked Estep 
Score: -9359860.000000 Penalty: 5593.053223
	Iteration 67Q: 3 clusters Score -9359860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -9359857.000000 Penalty: 5593.053223
	Iteration 68Q: 3 clusters Score -9359857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 77969 members 
Entering Unmasked Estep 
Score: -9359855.000000 Penalty: 5593.053223
	Iteration 69Q: 3 clusters Score -9359855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -9359858.000000 Penalty: 5593.053223
	Iteration 70Q: 3 clusters Score -9359858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -9359858.000000 Penalty: 5593.053223
	Iteration 71F: 3 clusters Score -9359858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Entering Unmasked Estep 
Score: -1328054.750000 Penalty: 2328.074707
	Iteration 0F: 2 clusters Score -1328055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -1319185.750000 Penalty: 4656.149414
	Iteration 0F: 3 clusters Score -1319186 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1321917.625000 Penalty: 4656.149414
	Iteration 1F: 3 clusters Score -1321918 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1322353.000000 Penalty: 4656.149414
	Iteration 2F: 3 clusters Score -1322353 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -1322772.750000 Penalty: 4656.149414
	Iteration 3F: 3 clusters Score -1322773 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1323179.625000 Penalty: 4656.149414
	Iteration 4F: 3 clusters Score -1323180 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1323608.000000 Penalty: 4656.149414
	Iteration 5F: 3 clusters Score -1323608 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1324061.500000 Penalty: 4656.149414
	Iteration 6F: 3 clusters Score -1324062 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1324548.875000 Penalty: 4656.149414
	Iteration 7F: 3 clusters Score -1324549 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1325038.625000 Penalty: 4656.149414
	Iteration 8F: 3 clusters Score -1325039 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -1325484.000000 Penalty: 4656.149414
	Iteration 9Q: 3 clusters Score -1325484 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -1325837.250000 Penalty: 4656.149414
	Iteration 10Q: 3 clusters Score -1325837 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1326094.250000 Penalty: 4656.149414
	Iteration 11Q: 3 clusters Score -1326094 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 10654 members 
Entering Unmasked Estep 
Score: -1326298.625000 Penalty: 4656.149414
	Iteration 12Q: 3 clusters Score -1326299 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1326441.625000 Penalty: 4656.149414
	Iteration 13Q: 3 clusters Score -1326442 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 10901 members 
Entering Unmasked Estep 
Score: -1326538.500000 Penalty: 4656.149414
	Iteration 14Q: 3 clusters Score -1326538 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -1326594.750000 Penalty: 4656.149414
	Iteration 15Q: 3 clusters Score -1326595 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1326623.250000 Penalty: 4656.149414
	Iteration 16Q: 3 clusters Score -1326623 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1326650.625000 Penalty: 4656.149414
	Iteration 17Q: 3 clusters Score -1326651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1326665.375000 Penalty: 4656.149414
	Iteration 18Q: 3 clusters Score -1326665 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1326679.375000 Penalty: 4656.149414
	Iteration 19Q: 3 clusters Score -1326679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1326681.250000 Penalty: 4656.149414
	Iteration 20F: 3 clusters Score -1326681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 11085 members 
Entering Unmasked Estep 
Score: -1326688.250000 Penalty: 4656.149414
	Iteration 21Q: 3 clusters Score -1326688 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -1326695.625000 Penalty: 4656.149414
	Iteration 22Q: 3 clusters Score -1326696 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -1326700.125000 Penalty: 4656.149414
	Iteration 23Q: 3 clusters Score -1326700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 11103 members 
Entering Unmasked Estep 
Score: -1326700.375000 Penalty: 4656.149414
	Iteration 24Q: 3 clusters Score -1326700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1326704.000000 Penalty: 4656.149414
	Iteration 25Q: 3 clusters Score -1326704 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -1326704.000000 Penalty: 4656.149414
	Iteration 26F: 3 clusters Score -1326704 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (316959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316959 members 
Entering Unmasked Estep 
Score: -37233396.000000 Penalty: 3141.298828
	Iteration 0F: 2 clusters Score -3.72334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157679 members 
Mstep: Class 2 contains 159280 members 
Entering Unmasked Estep 
Score: -37045756.000000 Penalty: 6282.597656
	Iteration 0F: 3 clusters Score -3.704576e+07 nChanged 153487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141700 members 
Mstep: Class 2 contains 175259 members 
Entering Unmasked Estep 
Score: -37137492.000000 Penalty: 6282.597656
	Iteration 1F: 3 clusters Score -3.713749e+07 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131440 members 
Mstep: Class 2 contains 185519 members 
Entering Unmasked Estep 
Score: -37140984.000000 Penalty: 6282.597656
	Iteration 2Q: 3 clusters Score -3.714098e+07 nChanged 16236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116188 members 
Mstep: Class 2 contains 200771 members 
Entering Unmasked Estep 
Score: -37148256.000000 Penalty: 6282.597656
	Iteration 3F: 3 clusters Score -3.714826e+07 nChanged 21717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94973 members 
Mstep: Class 2 contains 221986 members 
Entering Unmasked Estep 
Score: -37161360.000000 Penalty: 6282.597656
	Iteration 4F: 3 clusters Score -3.716136e+07 nChanged 26645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68496 members 
Mstep: Class 2 contains 248463 members 
Entering Unmasked Estep 
Score: -37181952.000000 Penalty: 6282.597656
	Iteration 5F: 3 clusters Score -3.718195e+07 nChanged 27295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 275712 members 
Entering Unmasked Estep 
Score: -37208124.000000 Penalty: 6282.597656
	Iteration 6F: 3 clusters Score -3.720812e+07 nChanged 21601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 297299 members 
Entering Unmasked Estep 
Score: -37229184.000000 Penalty: 6282.597656
	Iteration 7F: 3 clusters Score -3.722918e+07 nChanged 12294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 309591 members 
Entering Unmasked Estep 
Score: -37231756.000000 Penalty: 6282.597656
	Iteration 8Q: 3 clusters Score -3.723176e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 314497 members 
Entering Unmasked Estep 
Score: -37231308.000000 Penalty: 6282.597656
	Iteration 9Q: 3 clusters Score -3.723131e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 315995 members 
Entering Unmasked Estep 
Score: -37230828.000000 Penalty: 6282.597656
	Iteration 10Q: 3 clusters Score -3.723083e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 316412 members 
Entering Unmasked Estep 
Score: -37230828.000000 Penalty: 6282.597656
	Iteration 11Q: 3 clusters Score -3.723083e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 316536 members 
Entering Unmasked Estep 
Score: -37230840.000000 Penalty: 6282.597656
	Iteration 12Q: 3 clusters Score -3.723084e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 316585 members 
Entering Unmasked Estep 
Score: -37230876.000000 Penalty: 6282.597656
	Iteration 13Q: 3 clusters Score -3.723088e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 316608 members 
Entering Unmasked Estep 
Score: -37230876.000000 Penalty: 6282.597656
	Iteration 14Q: 3 clusters Score -3.723088e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 316623 members 
Entering Unmasked Estep 
Score: -37230872.000000 Penalty: 6282.597656
	Iteration 15Q: 3 clusters Score -3.723087e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 316634 members 
Entering Unmasked Estep 
Score: -37230884.000000 Penalty: 6282.597656
	Iteration 16Q: 3 clusters Score -3.723088e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 316644 members 
Entering Unmasked Estep 
Score: -37230904.000000 Penalty: 6282.597656
	Iteration 17Q: 3 clusters Score -3.72309e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 316650 members 
Entering Unmasked Estep 
Score: -37230892.000000 Penalty: 6282.597656
	Iteration 18Q: 3 clusters Score -3.723089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 316651 members 
Entering Unmasked Estep 
Score: -37230884.000000 Penalty: 6282.597656
	Iteration 19Q: 3 clusters Score -3.723088e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 316652 members 
Entering Unmasked Estep 
Score: -37230888.000000 Penalty: 6282.597656
	Iteration 20F: 3 clusters Score -3.723089e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 316655 members 
Entering Unmasked Estep 
Score: -37230904.000000 Penalty: 6282.597656
	Iteration 21Q: 3 clusters Score -3.72309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 316660 members 
Entering Unmasked Estep 
Score: -37230892.000000 Penalty: 6282.597656
	Iteration 22Q: 3 clusters Score -3.723089e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 316658 members 
Entering Unmasked Estep 
Score: -37230892.000000 Penalty: 6282.597656
	Iteration 23Q: 3 clusters Score -3.723089e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 316658 members 
Entering Unmasked Estep 
Score: -37230904.000000 Penalty: 6282.597656
	Iteration 24Q: 3 clusters Score -3.72309e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316661 members 
Entering Unmasked Estep 
Score: -37230904.000000 Penalty: 6282.597656
	Iteration 25Q: 3 clusters Score -3.72309e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 316663 members 
Entering Unmasked Estep 
Score: -37230912.000000 Penalty: 6282.597656
	Iteration 26Q: 3 clusters Score -3.723091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 316664 members 
Entering Unmasked Estep 
Score: -37230904.000000 Penalty: 6282.597656
	Iteration 27Q: 3 clusters Score -3.72309e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 316665 members 
Entering Unmasked Estep 
Score: -37230916.000000 Penalty: 6282.597656
	Iteration 28Q: 3 clusters Score -3.723092e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 316665 members 
Entering Unmasked Estep 
Score: -37230916.000000 Penalty: 6282.597656
	Iteration 29F: 3 clusters Score -3.723092e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Entering Unmasked Estep 
Score: -995985.000000 Penalty: 2281.195557
	Iteration 0F: 2 clusters Score -995985 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -988395.750000 Penalty: 4562.391113
	Iteration 0F: 3 clusters Score -988395.8 nChanged 4089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -990727.500000 Penalty: 4562.391113
	Iteration 1F: 3 clusters Score -990727.5 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -991219.500000 Penalty: 4562.391113
	Iteration 2F: 3 clusters Score -991219.5 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -991627.375000 Penalty: 4562.391113
	Iteration 3F: 3 clusters Score -991627.4 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -992071.812500 Penalty: 4562.391113
	Iteration 4F: 3 clusters Score -992071.8 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -992493.750000 Penalty: 4562.391113
	Iteration 5F: 3 clusters Score -992493.8 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -992938.875000 Penalty: 4562.391113
	Iteration 6F: 3 clusters Score -992938.9 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -993396.687500 Penalty: 4562.391113
	Iteration 7F: 3 clusters Score -993396.7 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6059 members 
Entering Unmasked Estep 
Score: -993759.625000 Penalty: 4562.391113
	Iteration 8F: 3 clusters Score -993759.6 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -994024.187500 Penalty: 4562.391113
	Iteration 9Q: 3 clusters Score -994024.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -994208.312500 Penalty: 4562.391113
	Iteration 10Q: 3 clusters Score -994208.3 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -994333.000000 Penalty: 4562.391113
	Iteration 11Q: 3 clusters Score -994333 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -994404.687500 Penalty: 4562.391113
	Iteration 12Q: 3 clusters Score -994404.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -994445.750000 Penalty: 4562.391113
	Iteration 13Q: 3 clusters Score -994445.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -994479.937500 Penalty: 4562.391113
	Iteration 14Q: 3 clusters Score -994479.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -994506.125000 Penalty: 4562.391113
	Iteration 15Q: 3 clusters Score -994506.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -994528.625000 Penalty: 4562.391113
	Iteration 16Q: 3 clusters Score -994528.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -994537.437500 Penalty: 4562.391113
	Iteration 17Q: 3 clusters Score -994537.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -994542.875000 Penalty: 4562.391113
	Iteration 18Q: 3 clusters Score -994542.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -994545.750000 Penalty: 4562.391113
	Iteration 19Q: 3 clusters Score -994545.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -994548.812500 Penalty: 4562.391113
	Iteration 20F: 3 clusters Score -994548.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -994549.875000 Penalty: 4562.391113
	Iteration 21Q: 3 clusters Score -994549.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -994554.437500 Penalty: 4562.391113
	Iteration 22Q: 3 clusters Score -994554.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -994557.625000 Penalty: 4562.391113
	Iteration 23Q: 3 clusters Score -994557.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -994562.500000 Penalty: 4562.391113
	Iteration 24Q: 3 clusters Score -994562.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -994563.000000 Penalty: 4562.391113
	Iteration 25Q: 3 clusters Score -994563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -994565.062500 Penalty: 4562.391113
	Iteration 26Q: 3 clusters Score -994565.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -994562.250000 Penalty: 4562.391113
	Iteration 27Q: 3 clusters Score -994562.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -994565.500000 Penalty: 4562.391113
	Iteration 28Q: 3 clusters Score -994565.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -994565.875000 Penalty: 4562.391113
	Iteration 29Q: 3 clusters Score -994565.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -994566.437500 Penalty: 4562.391113
	Iteration 30Q: 3 clusters Score -994566.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -994566.437500 Penalty: 4562.391113
	Iteration 31Q: 3 clusters Score -994566.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -994567.937500 Penalty: 4562.391113
	Iteration 32Q: 3 clusters Score -994567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -994567.312500 Penalty: 4562.391113
	Iteration 33Q: 3 clusters Score -994567.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -994567.687500 Penalty: 4562.391113
	Iteration 34Q: 3 clusters Score -994567.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3864 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -994568.875000 Penalty: 4562.391113
	Iteration 35Q: 3 clusters Score -994568.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -994569.062500 Penalty: 4562.391113
	Iteration 36Q: 3 clusters Score -994569.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -994568.687500 Penalty: 4562.391113
	Iteration 37Q: 3 clusters Score -994568.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -994569.625000 Penalty: 4562.391113
	Iteration 38Q: 3 clusters Score -994569.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -994567.687500 Penalty: 4562.391113
	Iteration 39Q: 3 clusters Score -994567.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -994568.437500 Penalty: 4562.391113
	Iteration 40F: 3 clusters Score -994568.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -994569.375000 Penalty: 4562.391113
	Iteration 41Q: 3 clusters Score -994569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -994567.750000 Penalty: 4562.391113
	Iteration 42Q: 3 clusters Score -994567.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -994569.187500 Penalty: 4562.391113
	Iteration 43Q: 3 clusters Score -994569.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -994567.562500 Penalty: 4562.391113
	Iteration 44Q: 3 clusters Score -994567.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -994567.500000 Penalty: 4562.391113
	Iteration 45Q: 3 clusters Score -994567.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -994566.750000 Penalty: 4562.391113
	Iteration 46Q: 3 clusters Score -994566.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -994567.562500 Penalty: 4562.391113
	Iteration 47Q: 3 clusters Score -994567.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -994567.562500 Penalty: 4562.391113
	Iteration 48F: 3 clusters Score -994567.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Entering Unmasked Estep 
Score: -2409523.500000 Penalty: 2474.438477
	Iteration 0F: 2 clusters Score -2409524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -2394534.250000 Penalty: 4948.876953
	Iteration 0F: 3 clusters Score -2394534 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -2399624.500000 Penalty: 4948.876953
	Iteration 1F: 3 clusters Score -2399624 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11212 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -2400049.000000 Penalty: 4948.876953
	Iteration 2F: 3 clusters Score -2400049 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -2400386.250000 Penalty: 4948.876953
	Iteration 3Q: 3 clusters Score -2400386 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2400699.250000 Penalty: 4948.876953
	Iteration 4Q: 3 clusters Score -2400699 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -2401037.000000 Penalty: 4948.876953
	Iteration 5Q: 3 clusters Score -2401037 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -2401410.750000 Penalty: 4948.876953
	Iteration 6Q: 3 clusters Score -2401411 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -2401882.000000 Penalty: 4948.876953
	Iteration 7Q: 3 clusters Score -2401882 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2402515.250000 Penalty: 4948.876953
	Iteration 8F: 3 clusters Score -2402515 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2403291.500000 Penalty: 4948.876953
	Iteration 9F: 3 clusters Score -2403292 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2404165.250000 Penalty: 4948.876953
	Iteration 10F: 3 clusters Score -2404165 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -2405001.750000 Penalty: 4948.876953
	Iteration 11F: 3 clusters Score -2405002 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2405709.750000 Penalty: 4948.876953
	Iteration 12Q: 3 clusters Score -2405710 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2406267.250000 Penalty: 4948.876953
	Iteration 13Q: 3 clusters Score -2406267 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2406677.250000 Penalty: 4948.876953
	Iteration 14Q: 3 clusters Score -2406677 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -2406937.000000 Penalty: 4948.876953
	Iteration 15Q: 3 clusters Score -2406937 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2407141.500000 Penalty: 4948.876953
	Iteration 16Q: 3 clusters Score -2407142 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20505 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2407234.750000 Penalty: 4948.876953
	Iteration 17Q: 3 clusters Score -2407235 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2407324.250000 Penalty: 4948.876953
	Iteration 18Q: 3 clusters Score -2407324 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2407411.500000 Penalty: 4948.876953
	Iteration 19Q: 3 clusters Score -2407412 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2407461.000000 Penalty: 4948.876953
	Iteration 20F: 3 clusters Score -2407461 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2407496.250000 Penalty: 4948.876953
	Iteration 21Q: 3 clusters Score -2407496 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2407522.750000 Penalty: 4948.876953
	Iteration 22Q: 3 clusters Score -2407523 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2407542.500000 Penalty: 4948.876953
	Iteration 23Q: 3 clusters Score -2407542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2407559.750000 Penalty: 4948.876953
	Iteration 24Q: 3 clusters Score -2407560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2407563.500000 Penalty: 4948.876953
	Iteration 25Q: 3 clusters Score -2407564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2407566.000000 Penalty: 4948.876953
	Iteration 26Q: 3 clusters Score -2407566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2407567.500000 Penalty: 4948.876953
	Iteration 27Q: 3 clusters Score -2407568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2407575.500000 Penalty: 4948.876953
	Iteration 28Q: 3 clusters Score -2407576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2407575.250000 Penalty: 4948.876953
	Iteration 29Q: 3 clusters Score -2407575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2407577.750000 Penalty: 4948.876953
	Iteration 30Q: 3 clusters Score -2407578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2407580.000000 Penalty: 4948.876953
	Iteration 31Q: 3 clusters Score -2407580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2407580.250000 Penalty: 4948.876953
	Iteration 32Q: 3 clusters Score -2407580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2407580.250000 Penalty: 4948.876953
	Iteration 33Q: 3 clusters Score -2407580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2407580.250000 Penalty: 4948.876953
	Iteration 34Q: 3 clusters Score -2407580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -2407581.000000 Penalty: 4948.876953
	Iteration 35Q: 3 clusters Score -2407581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2407583.500000 Penalty: 4948.876953
	Iteration 36Q: 3 clusters Score -2407584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2407584.250000 Penalty: 4948.876953
	Iteration 37Q: 3 clusters Score -2407584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2407584.250000 Penalty: 4948.876953
	Iteration 38F: 3 clusters Score -2407584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -71591.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -71591.87 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: -69875.390625 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -69875.39 nChanged 159
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: -70168.062500 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -70168.06 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70361.703125 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -70361.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -70490.742188 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -70490.74 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -70613.843750 Penalty: 3273.535889
	Iteration 4Q: 3 clusters Score -70613.84 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -70847.781250 Penalty: 3273.535889
	Iteration 5F: 3 clusters Score -70847.78 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -71131.187500 Penalty: 3273.535889
	Iteration 6F: 3 clusters Score -71131.19 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -71265.671875 Penalty: 3273.535889
	Iteration 7F: 3 clusters Score -71265.67 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -71410.804688 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -71410.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -71600.093750 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -71600.09 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -71804.335938 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -71804.34 nChanged 19
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: -72042.562500 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -72042.56 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -72163.312500 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -72163.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -72180.398438 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -72180.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -72202.007812 Penalty: 3273.535889
	Iteration 14F: 3 clusters Score -72202.01 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -72244.781250 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -72244.78 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -72307.640625 Penalty: 3273.535889
	Iteration 16Q: 3 clusters Score -72307.64 nChanged 10
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: -72370.421875 Penalty: 3273.535889
	Iteration 17Q: 3 clusters Score -72370.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -72381.500000 Penalty: 3273.535889
	Iteration 18Q: 3 clusters Score -72381.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72424.460938 Penalty: 3273.535889
	Iteration 19Q: 3 clusters Score -72424.46 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -72446.414062 Penalty: 3273.535889
	Iteration 20F: 3 clusters Score -72446.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -72481.679688 Penalty: 3273.535889
	Iteration 21Q: 3 clusters Score -72481.68 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -72536.468750 Penalty: 3273.535889
	Iteration 22Q: 3 clusters Score -72536.47 nChanged 13
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: -72821.343750 Penalty: 3273.535889
	Iteration 23Q: 3 clusters Score -72821.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -73102.648438 Penalty: 3273.535889
	Iteration 24Q: 3 clusters Score -73102.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -73107.703125 Penalty: 3273.535889
	Iteration 25Q: 3 clusters Score -73107.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -73107.703125 Penalty: 3273.535889
	Iteration 26F: 3 clusters Score -73107.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 25366 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56541 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239831 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 39930 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208824 members 
Mstep: Class 15 contains 15465 members 
Mstep: Class 16 contains 37682 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78930 members 
Mstep: Class 19 contains 11937 members 
Mstep: Class 20 contains 316959 members 
Mstep: Class 21 contains 9881 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 299 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 18864 members 
Mstep: Class 26 contains 198841 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Mstep: Class 29 contains 436 members 
Entering Unmasked Estep 
Score: -161426352.000000 Penalty: 101876.304688
Splitting cluster 23 changes total score from -161427344.000000 to -161426352.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Entering Unmasked Estep 
Score: -429295.187500 Penalty: 2112.114990
	Iteration 0F: 2 clusters Score -429295.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -424895.781250 Penalty: 4224.229980
	Iteration 0F: 3 clusters Score -424895.8 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -426202.718750 Penalty: 4224.229980
	Iteration 1F: 3 clusters Score -426202.7 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -426669.875000 Penalty: 4224.229980
	Iteration 2F: 3 clusters Score -426669.9 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -427134.375000 Penalty: 4224.229980
	Iteration 3F: 3 clusters Score -427134.4 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -427586.000000 Penalty: 4224.229980
	Iteration 4F: 3 clusters Score -427586 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -428018.250000 Penalty: 4224.229980
	Iteration 5F: 3 clusters Score -428018.2 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -428298.281250 Penalty: 4224.229980
	Iteration 6F: 3 clusters Score -428298.3 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -428511.937500 Penalty: 4224.229980
	Iteration 7Q: 3 clusters Score -428511.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -428657.437500 Penalty: 4224.229980
	Iteration 8Q: 3 clusters Score -428657.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -428744.718750 Penalty: 4224.229980
	Iteration 9Q: 3 clusters Score -428744.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -428784.437500 Penalty: 4224.229980
	Iteration 10Q: 3 clusters Score -428784.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -428807.281250 Penalty: 4224.229980
	Iteration 11Q: 3 clusters Score -428807.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -428821.625000 Penalty: 4224.229980
	Iteration 12Q: 3 clusters Score -428821.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -428828.062500 Penalty: 4224.229980
	Iteration 13Q: 3 clusters Score -428828.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -428833.812500 Penalty: 4224.229980
	Iteration 14Q: 3 clusters Score -428833.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -428833.000000 Penalty: 4224.229980
	Iteration 15Q: 3 clusters Score -428833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -428833.000000 Penalty: 4224.229980
	Iteration 16F: 3 clusters Score -428833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (18864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Entering Unmasked Estep 
Score: -2265022.250000 Penalty: 2441.562744
	Iteration 0F: 2 clusters Score -2265022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -2251655.250000 Penalty: 4883.125488
	Iteration 0F: 3 clusters Score -2251655 nChanged 8231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -2256105.250000 Penalty: 4883.125488
	Iteration 1F: 3 clusters Score -2256105 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2256464.500000 Penalty: 4883.125488
	Iteration 2F: 3 clusters Score -2256464 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9780 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -2256746.250000 Penalty: 4883.125488
	Iteration 3Q: 3 clusters Score -2256746 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -2256977.500000 Penalty: 4883.125488
	Iteration 4Q: 3 clusters Score -2256978 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -2257164.500000 Penalty: 4883.125488
	Iteration 5Q: 3 clusters Score -2257164 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2257328.500000 Penalty: 4883.125488
	Iteration 6Q: 3 clusters Score -2257328 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 8235 members 
Entering Unmasked Estep 
Score: -2257495.750000 Penalty: 4883.125488
	Iteration 7Q: 3 clusters Score -2257496 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -2257664.500000 Penalty: 4883.125488
	Iteration 8Q: 3 clusters Score -2257664 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2257874.500000 Penalty: 4883.125488
	Iteration 9Q: 3 clusters Score -2257874 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -2258143.000000 Penalty: 4883.125488
	Iteration 10Q: 3 clusters Score -2258143 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2258530.750000 Penalty: 4883.125488
	Iteration 11Q: 3 clusters Score -2258531 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2259032.500000 Penalty: 4883.125488
	Iteration 12Q: 3 clusters Score -2259032 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -2259653.000000 Penalty: 4883.125488
	Iteration 13Q: 3 clusters Score -2259653 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -2260371.000000 Penalty: 4883.125488
	Iteration 14Q: 3 clusters Score -2260371 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2260985.000000 Penalty: 4883.125488
	Iteration 15Q: 3 clusters Score -2260985 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2261455.000000 Penalty: 4883.125488
	Iteration 16Q: 3 clusters Score -2261455 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2261768.250000 Penalty: 4883.125488
	Iteration 17Q: 3 clusters Score -2261768 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2261999.500000 Penalty: 4883.125488
	Iteration 18Q: 3 clusters Score -2262000 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -2262186.250000 Penalty: 4883.125488
	Iteration 19Q: 3 clusters Score -2262186 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2262347.750000 Penalty: 4883.125488
	Iteration 20F: 3 clusters Score -2262348 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17614 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2262478.000000 Penalty: 4883.125488
	Iteration 21Q: 3 clusters Score -2262478 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2262589.000000 Penalty: 4883.125488
	Iteration 22Q: 3 clusters Score -2262589 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2262665.750000 Penalty: 4883.125488
	Iteration 23Q: 3 clusters Score -2262666 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2262728.750000 Penalty: 4883.125488
	Iteration 24Q: 3 clusters Score -2262729 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2262776.250000 Penalty: 4883.125488
	Iteration 25Q: 3 clusters Score -2262776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2262815.250000 Penalty: 4883.125488
	Iteration 26Q: 3 clusters Score -2262815 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2262859.500000 Penalty: 4883.125488
	Iteration 27Q: 3 clusters Score -2262860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2262889.250000 Penalty: 4883.125488
	Iteration 28Q: 3 clusters Score -2262889 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2262900.750000 Penalty: 4883.125488
	Iteration 29Q: 3 clusters Score -2262901 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -2262913.750000 Penalty: 4883.125488
	Iteration 30Q: 3 clusters Score -2262914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2262914.250000 Penalty: 4883.125488
	Iteration 31Q: 3 clusters Score -2262914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -2262916.750000 Penalty: 4883.125488
	Iteration 32Q: 3 clusters Score -2262917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2262920.500000 Penalty: 4883.125488
	Iteration 33Q: 3 clusters Score -2262920 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -2262925.500000 Penalty: 4883.125488
	Iteration 34Q: 3 clusters Score -2262926 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2262937.250000 Penalty: 4883.125488
	Iteration 35Q: 3 clusters Score -2262937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -2262946.750000 Penalty: 4883.125488
	Iteration 36Q: 3 clusters Score -2262947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2262954.250000 Penalty: 4883.125488
	Iteration 37Q: 3 clusters Score -2262954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2262955.500000 Penalty: 4883.125488
	Iteration 38Q: 3 clusters Score -2262956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -2262960.000000 Penalty: 4883.125488
	Iteration 39Q: 3 clusters Score -2262960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -2262959.750000 Penalty: 4883.125488
	Iteration 40F: 3 clusters Score -2262960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -2262964.500000 Penalty: 4883.125488
	Iteration 41Q: 3 clusters Score -2262964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2262973.000000 Penalty: 4883.125488
	Iteration 42Q: 3 clusters Score -2262973 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -2262975.000000 Penalty: 4883.125488
	Iteration 43Q: 3 clusters Score -2262975 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -2262977.250000 Penalty: 4883.125488
	Iteration 44Q: 3 clusters Score -2262977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2262977.000000 Penalty: 4883.125488
	Iteration 45Q: 3 clusters Score -2262977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2262978.000000 Penalty: 4883.125488
	Iteration 46Q: 3 clusters Score -2262978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -2262978.000000 Penalty: 4883.125488
	Iteration 47F: 3 clusters Score -2262978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (198841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198841 members 
Entering Unmasked Estep 
Score: -23333458.000000 Penalty: 3025.664795
	Iteration 0F: 2 clusters Score -2.333346e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98902 members 
Mstep: Class 2 contains 99939 members 
Entering Unmasked Estep 
Score: -23204246.000000 Penalty: 6051.329590
	Iteration 0F: 3 clusters Score -2.320425e+07 nChanged 95668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92522 members 
Mstep: Class 2 contains 106319 members 
Entering Unmasked Estep 
Score: -23261064.000000 Penalty: 6051.329590
	Iteration 1F: 3 clusters Score -2.326106e+07 nChanged 6970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88014 members 
Mstep: Class 2 contains 110827 members 
Entering Unmasked Estep 
Score: -23263370.000000 Penalty: 6051.329590
	Iteration 2Q: 3 clusters Score -2.326337e+07 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80854 members 
Mstep: Class 2 contains 117987 members 
Entering Unmasked Estep 
Score: -23267080.000000 Penalty: 6051.329590
	Iteration 3Q: 3 clusters Score -2.326708e+07 nChanged 11906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70190 members 
Mstep: Class 2 contains 128651 members 
Entering Unmasked Estep 
Score: -23274386.000000 Penalty: 6051.329590
	Iteration 4F: 3 clusters Score -2.327439e+07 nChanged 15793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55533 members 
Mstep: Class 2 contains 143308 members 
Entering Unmasked Estep 
Score: -23286752.000000 Penalty: 6051.329590
	Iteration 5F: 3 clusters Score -2.328675e+07 nChanged 17966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38739 members 
Mstep: Class 2 contains 160102 members 
Entering Unmasked Estep 
Score: -23302994.000000 Penalty: 6051.329590
	Iteration 6F: 3 clusters Score -2.330299e+07 nChanged 15959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 175361 members 
Entering Unmasked Estep 
Score: -23317296.000000 Penalty: 6051.329590
	Iteration 7F: 3 clusters Score -2.33173e+07 nChanged 10473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 185608 members 
Entering Unmasked Estep 
Score: -23325634.000000 Penalty: 6051.329590
	Iteration 8F: 3 clusters Score -2.332563e+07 nChanged 5537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 191045 members 
Entering Unmasked Estep 
Score: -23329570.000000 Penalty: 6051.329590
	Iteration 9Q: 3 clusters Score -2.332957e+07 nChanged 2751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 193692 members 
Entering Unmasked Estep 
Score: -23331218.000000 Penalty: 6051.329590
	Iteration 10Q: 3 clusters Score -2.333122e+07 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 195009 members 
Entering Unmasked Estep 
Score: -23331916.000000 Penalty: 6051.329590
	Iteration 11Q: 3 clusters Score -2.333192e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 195775 members 
Entering Unmasked Estep 
Score: -23332152.000000 Penalty: 6051.329590
	Iteration 12Q: 3 clusters Score -2.333215e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 196233 members 
Entering Unmasked Estep 
Score: -23332248.000000 Penalty: 6051.329590
	Iteration 13Q: 3 clusters Score -2.333225e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 196518 members 
Entering Unmasked Estep 
Score: -23332220.000000 Penalty: 6051.329590
	Iteration 14Q: 3 clusters Score -2.333222e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 196727 members 
Entering Unmasked Estep 
Score: -23332260.000000 Penalty: 6051.329590
	Iteration 15Q: 3 clusters Score -2.333226e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 196878 members 
Entering Unmasked Estep 
Score: -23332256.000000 Penalty: 6051.329590
	Iteration 16Q: 3 clusters Score -2.333226e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 196988 members 
Entering Unmasked Estep 
Score: -23332252.000000 Penalty: 6051.329590
	Iteration 17Q: 3 clusters Score -2.333225e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 197056 members 
Entering Unmasked Estep 
Score: -23332274.000000 Penalty: 6051.329590
	Iteration 18Q: 3 clusters Score -2.333227e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 197106 members 
Entering Unmasked Estep 
Score: -23332278.000000 Penalty: 6051.329590
	Iteration 19Q: 3 clusters Score -2.333228e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 197154 members 
Entering Unmasked Estep 
Score: -23332272.000000 Penalty: 6051.329590
	Iteration 20F: 3 clusters Score -2.333227e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 197192 members 
Entering Unmasked Estep 
Score: -23332226.000000 Penalty: 6051.329590
	Iteration 21Q: 3 clusters Score -2.333223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 197217 members 
Entering Unmasked Estep 
Score: -23332230.000000 Penalty: 6051.329590
	Iteration 22Q: 3 clusters Score -2.333223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 197236 members 
Entering Unmasked Estep 
Score: -23332216.000000 Penalty: 6051.329590
	Iteration 23Q: 3 clusters Score -2.333222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 197256 members 
Entering Unmasked Estep 
Score: -23332228.000000 Penalty: 6051.329590
	Iteration 24Q: 3 clusters Score -2.333223e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 197277 members 
Entering Unmasked Estep 
Score: -23332240.000000 Penalty: 6051.329590
	Iteration 25Q: 3 clusters Score -2.333224e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 197290 members 
Entering Unmasked Estep 
Score: -23332250.000000 Penalty: 6051.329590
	Iteration 26Q: 3 clusters Score -2.333225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 197307 members 
Entering Unmasked Estep 
Score: -23332254.000000 Penalty: 6051.329590
	Iteration 27Q: 3 clusters Score -2.333225e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 197319 members 
Entering Unmasked Estep 
Score: -23332264.000000 Penalty: 6051.329590
	Iteration 28Q: 3 clusters Score -2.333226e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 197330 members 
Entering Unmasked Estep 
Score: -23332248.000000 Penalty: 6051.329590
	Iteration 29Q: 3 clusters Score -2.333225e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 197342 members 
Entering Unmasked Estep 
Score: -23332230.000000 Penalty: 6051.329590
	Iteration 30Q: 3 clusters Score -2.333223e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 197345 members 
Entering Unmasked Estep 
Score: -23332234.000000 Penalty: 6051.329590
	Iteration 31Q: 3 clusters Score -2.333223e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 197349 members 
Entering Unmasked Estep 
Score: -23332256.000000 Penalty: 6051.329590
	Iteration 32Q: 3 clusters Score -2.333226e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 197356 members 
Entering Unmasked Estep 
Score: -23332254.000000 Penalty: 6051.329590
	Iteration 33Q: 3 clusters Score -2.333225e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 197358 members 
Entering Unmasked Estep 
Score: -23332264.000000 Penalty: 6051.329590
	Iteration 34Q: 3 clusters Score -2.333226e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 197364 members 
Entering Unmasked Estep 
Score: -23332280.000000 Penalty: 6051.329590
	Iteration 35Q: 3 clusters Score -2.333228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 197368 members 
Entering Unmasked Estep 
Score: -23332294.000000 Penalty: 6051.329590
	Iteration 36Q: 3 clusters Score -2.333229e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 197373 members 
Entering Unmasked Estep 
Score: -23332302.000000 Penalty: 6051.329590
	Iteration 37Q: 3 clusters Score -2.33323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 197372 members 
Entering Unmasked Estep 
Score: -23332312.000000 Penalty: 6051.329590
	Iteration 38Q: 3 clusters Score -2.333231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 197373 members 
Entering Unmasked Estep 
Score: -23332306.000000 Penalty: 6051.329590
	Iteration 39Q: 3 clusters Score -2.333231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 197376 members 
Entering Unmasked Estep 
Score: -23332296.000000 Penalty: 6051.329590
	Iteration 40F: 3 clusters Score -2.33323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 197381 members 
Entering Unmasked Estep 
Score: -23332282.000000 Penalty: 6051.329590
	Iteration 41Q: 3 clusters Score -2.333228e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 197384 members 
Entering Unmasked Estep 
Score: -23332294.000000 Penalty: 6051.329590
	Iteration 42Q: 3 clusters Score -2.333229e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 197384 members 
Entering Unmasked Estep 
Score: -23332282.000000 Penalty: 6051.329590
	Iteration 43Q: 3 clusters Score -2.333228e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 197388 members 
Entering Unmasked Estep 
Score: -23332278.000000 Penalty: 6051.329590
	Iteration 44Q: 3 clusters Score -2.333228e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 197394 members 
Entering Unmasked Estep 
Score: -23332276.000000 Penalty: 6051.329590
	Iteration 45Q: 3 clusters Score -2.333228e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 197395 members 
Entering Unmasked Estep 
Score: -23332266.000000 Penalty: 6051.329590
	Iteration 46Q: 3 clusters Score -2.333227e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 197394 members 
Entering Unmasked Estep 
Score: -23332264.000000 Penalty: 6051.329590
	Iteration 47Q: 3 clusters Score -2.333226e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 197394 members 
Entering Unmasked Estep 
Score: -23332274.000000 Penalty: 6051.329590
	Iteration 48Q: 3 clusters Score -2.333227e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 197398 members 
Entering Unmasked Estep 
Score: -23332280.000000 Penalty: 6051.329590
	Iteration 49Q: 3 clusters Score -2.333228e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 197400 members 
Entering Unmasked Estep 
Score: -23332288.000000 Penalty: 6051.329590
	Iteration 50Q: 3 clusters Score -2.333229e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 197401 members 
Entering Unmasked Estep 
Score: -23332278.000000 Penalty: 6051.329590
	Iteration 51Q: 3 clusters Score -2.333228e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 197401 members 
Entering Unmasked Estep 
Score: -23332278.000000 Penalty: 6051.329590
	Iteration 52F: 3 clusters Score -2.333228e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -45462.601562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -45462.6 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 227 members 
Entering Unmasked Estep 
Score: -44010.750000 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -44010.75 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -44173.335938 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -44173.34 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44226.179688 Penalty: 3029.083252
	Iteration 2F: 3 clusters Score -44226.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -44247.457031 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -44247.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44261.921875 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -44261.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44261.921875 Penalty: 3029.083252
	Iteration 5F: 3 clusters Score -44261.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Entering Unmasked Estep 
Score: -224125.875000 Penalty: 1897.713501
	Iteration 0F: 2 clusters Score -224125.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -221510.828125 Penalty: 3795.427002
	Iteration 0F: 3 clusters Score -221510.8 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -222109.531250 Penalty: 3795.427002
	Iteration 1F: 3 clusters Score -222109.5 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -222437.468750 Penalty: 3795.427002
	Iteration 2F: 3 clusters Score -222437.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -222732.718750 Penalty: 3795.427002
	Iteration 3F: 3 clusters Score -222732.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -223075.000000 Penalty: 3795.427002
	Iteration 4F: 3 clusters Score -223075 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -223472.375000 Penalty: 3795.427002
	Iteration 5F: 3 clusters Score -223472.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -223938.781250 Penalty: 3795.427002
	Iteration 6F: 3 clusters Score -223938.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -224204.468750 Penalty: 3795.427002
	Iteration 7F: 3 clusters Score -224204.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -224315.046875 Penalty: 3795.427002
	Iteration 8Q: 3 clusters Score -224315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -224332.000000 Penalty: 3795.427002
	Iteration 9Q: 3 clusters Score -224332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -224337.828125 Penalty: 3795.427002
	Iteration 10Q: 3 clusters Score -224337.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -224338.437500 Penalty: 3795.427002
	Iteration 11Q: 3 clusters Score -224338.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -224339.765625 Penalty: 3795.427002
	Iteration 12Q: 3 clusters Score -224339.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -224339.765625 Penalty: 3795.427002
	Iteration 13F: 3 clusters Score -224339.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 25366 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56541 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239831 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 39930 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208824 members 
Mstep: Class 15 contains 15465 members 
Mstep: Class 16 contains 37682 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78930 members 
Mstep: Class 19 contains 11937 members 
Mstep: Class 20 contains 316959 members 
Mstep: Class 21 contains 9881 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 18864 members 
Mstep: Class 26 contains 198841 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 988 members 
Mstep: Class 29 contains 1117 members 
Entering Unmasked Estep 
Score: -161425984.000000 Penalty: 101876.304688
Splitting cluster 28 changes total score from -161427344.000000 to -161425984.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 14012 members 
Mstep: Class 3 contains 25366 members 
Mstep: Class 4 contains 11577 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56541 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239831 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 39930 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208824 members 
Mstep: Class 15 contains 15465 members 
Mstep: Class 16 contains 37682 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78930 members 
Mstep: Class 19 contains 11937 members 
Mstep: Class 20 contains 316959 members 
Mstep: Class 21 contains 9881 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 18864 members 
Mstep: Class 26 contains 198841 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427312.000000 Penalty: 98363.328125
Iteration 159Q: 29 clusters Score -1.614273e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14013 members 
Mstep: Class 3 contains 25376 members 
Mstep: Class 4 contains 11590 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56566 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239790 members 
Mstep: Class 10 contains 24630 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 39919 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208818 members 
Mstep: Class 15 contains 15465 members 
Mstep: Class 16 contains 37691 members 
Mstep: Class 17 contains 24810 members 
Mstep: Class 18 contains 78923 members 
Mstep: Class 19 contains 11939 members 
Mstep: Class 20 contains 316961 members 
Mstep: Class 21 contains 9881 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4997 members 
Mstep: Class 25 contains 18875 members 
Mstep: Class 26 contains 198827 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427200.000000 Penalty: 98363.328125
Iteration 160F: 29 clusters Score -1.614272e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 14014 members 
Mstep: Class 3 contains 25391 members 
Mstep: Class 4 contains 11599 members 
Mstep: Class 5 contains 3719 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56588 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239754 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 18482 members 
Mstep: Class 12 contains 39912 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208812 members 
Mstep: Class 15 contains 15464 members 
Mstep: Class 16 contains 37698 members 
Mstep: Class 17 contains 24810 members 
Mstep: Class 18 contains 78913 members 
Mstep: Class 19 contains 11939 members 
Mstep: Class 20 contains 316975 members 
Mstep: Class 21 contains 9882 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18888 members 
Mstep: Class 26 contains 198807 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427216.000000 Penalty: 98363.328125
Iteration 161Q: 29 clusters Score -1.614272e+08 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 14015 members 
Mstep: Class 3 contains 25412 members 
Mstep: Class 4 contains 11604 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56601 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239719 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 39900 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208791 members 
Mstep: Class 15 contains 15466 members 
Mstep: Class 16 contains 37697 members 
Mstep: Class 17 contains 24814 members 
Mstep: Class 18 contains 78905 members 
Mstep: Class 19 contains 11939 members 
Mstep: Class 20 contains 316995 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18901 members 
Mstep: Class 26 contains 198804 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427248.000000 Penalty: 98363.328125
Iteration 162Q: 29 clusters Score -1.614272e+08 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 14016 members 
Mstep: Class 3 contains 25428 members 
Mstep: Class 4 contains 11616 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6874 members 
Mstep: Class 7 contains 56619 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239703 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18483 members 
Mstep: Class 12 contains 39895 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208764 members 
Mstep: Class 15 contains 15468 members 
Mstep: Class 16 contains 37702 members 
Mstep: Class 17 contains 24817 members 
Mstep: Class 18 contains 78896 members 
Mstep: Class 19 contains 11941 members 
Mstep: Class 20 contains 317002 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18913 members 
Mstep: Class 26 contains 198782 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427248.000000 Penalty: 98363.328125
Iteration 163Q: 29 clusters Score -1.614272e+08 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 14019 members 
Mstep: Class 3 contains 25447 members 
Mstep: Class 4 contains 11638 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56640 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239707 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18482 members 
Mstep: Class 12 contains 39886 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208723 members 
Mstep: Class 15 contains 15469 members 
Mstep: Class 16 contains 37696 members 
Mstep: Class 17 contains 24812 members 
Mstep: Class 18 contains 78887 members 
Mstep: Class 19 contains 11941 members 
Mstep: Class 20 contains 316997 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18926 members 
Mstep: Class 26 contains 198774 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427264.000000 Penalty: 98363.328125
Iteration 164Q: 29 clusters Score -1.614273e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 14019 members 
Mstep: Class 3 contains 25459 members 
Mstep: Class 4 contains 11649 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 56662 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239671 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 39877 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208723 members 
Mstep: Class 15 contains 15472 members 
Mstep: Class 16 contains 37697 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 78871 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 317007 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18941 members 
Mstep: Class 26 contains 198758 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427152.000000 Penalty: 98363.328125
Iteration 165Q: 29 clusters Score -1.614272e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 14020 members 
Mstep: Class 3 contains 25471 members 
Mstep: Class 4 contains 11660 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 56679 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239663 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 39865 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208715 members 
Mstep: Class 15 contains 15471 members 
Mstep: Class 16 contains 37702 members 
Mstep: Class 17 contains 24818 members 
Mstep: Class 18 contains 78858 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 317021 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18953 members 
Mstep: Class 26 contains 198725 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427232.000000 Penalty: 98363.328125
Iteration 166Q: 29 clusters Score -1.614272e+08 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 14023 members 
Mstep: Class 3 contains 25480 members 
Mstep: Class 4 contains 11678 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 56691 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239654 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 39859 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208707 members 
Mstep: Class 15 contains 15468 members 
Mstep: Class 16 contains 37702 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 78851 members 
Mstep: Class 19 contains 11943 members 
Mstep: Class 20 contains 317043 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18961 members 
Mstep: Class 26 contains 198689 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427232.000000 Penalty: 98363.328125
Iteration 167Q: 29 clusters Score -1.614272e+08 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 14025 members 
Mstep: Class 3 contains 25488 members 
Mstep: Class 4 contains 11695 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56706 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239641 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 39851 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208693 members 
Mstep: Class 15 contains 15467 members 
Mstep: Class 16 contains 37701 members 
Mstep: Class 17 contains 24811 members 
Mstep: Class 18 contains 78848 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 317066 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18973 members 
Mstep: Class 26 contains 198657 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 168Q: 29 clusters Score -1.61427e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 25505 members 
Mstep: Class 4 contains 11701 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 56713 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239655 members 
Mstep: Class 10 contains 24627 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 39844 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208666 members 
Mstep: Class 15 contains 15466 members 
Mstep: Class 16 contains 37711 members 
Mstep: Class 17 contains 24811 members 
Mstep: Class 18 contains 78850 members 
Mstep: Class 19 contains 11941 members 
Mstep: Class 20 contains 317086 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18982 members 
Mstep: Class 26 contains 198613 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 169Q: 29 clusters Score -1.61427e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 14026 members 
Mstep: Class 3 contains 25525 members 
Mstep: Class 4 contains 11710 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 56720 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239670 members 
Mstep: Class 10 contains 24627 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 39841 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208650 members 
Mstep: Class 15 contains 15464 members 
Mstep: Class 16 contains 37712 members 
Mstep: Class 17 contains 24812 members 
Mstep: Class 18 contains 78840 members 
Mstep: Class 19 contains 11940 members 
Mstep: Class 20 contains 317090 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18983 members 
Mstep: Class 26 contains 198592 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 170Q: 29 clusters Score -1.614269e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 25539 members 
Mstep: Class 4 contains 11722 members 
Mstep: Class 5 contains 3720 members 
Mstep: Class 6 contains 6872 members 
Mstep: Class 7 contains 56728 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239669 members 
Mstep: Class 10 contains 24627 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 39833 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208630 members 
Mstep: Class 15 contains 15462 members 
Mstep: Class 16 contains 37707 members 
Mstep: Class 17 contains 24817 members 
Mstep: Class 18 contains 78827 members 
Mstep: Class 19 contains 11940 members 
Mstep: Class 20 contains 317112 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18985 members 
Mstep: Class 26 contains 198578 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 171Q: 29 clusters Score -1.61427e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 25551 members 
Mstep: Class 4 contains 11729 members 
Mstep: Class 5 contains 3721 members 
Mstep: Class 6 contains 6871 members 
Mstep: Class 7 contains 56741 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239665 members 
Mstep: Class 10 contains 24627 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 39830 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208630 members 
Mstep: Class 15 contains 15461 members 
Mstep: Class 16 contains 37704 members 
Mstep: Class 17 contains 24820 members 
Mstep: Class 18 contains 78825 members 
Mstep: Class 19 contains 11940 members 
Mstep: Class 20 contains 317113 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 18991 members 
Mstep: Class 26 contains 198552 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427168.000000 Penalty: 98363.328125
Iteration 172Q: 29 clusters Score -1.614272e+08 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25561 members 
Mstep: Class 4 contains 11738 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6871 members 
Mstep: Class 7 contains 56755 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239661 members 
Mstep: Class 10 contains 24627 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 39823 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208612 members 
Mstep: Class 15 contains 15459 members 
Mstep: Class 16 contains 37706 members 
Mstep: Class 17 contains 24818 members 
Mstep: Class 18 contains 78817 members 
Mstep: Class 19 contains 11940 members 
Mstep: Class 20 contains 317124 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19011 members 
Mstep: Class 26 contains 198522 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427232.000000 Penalty: 98363.328125
Iteration 173Q: 29 clusters Score -1.614272e+08 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25570 members 
Mstep: Class 4 contains 11743 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6872 members 
Mstep: Class 7 contains 56766 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239662 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 39815 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208598 members 
Mstep: Class 15 contains 15458 members 
Mstep: Class 16 contains 37708 members 
Mstep: Class 17 contains 24820 members 
Mstep: Class 18 contains 78832 members 
Mstep: Class 19 contains 11940 members 
Mstep: Class 20 contains 317119 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19026 members 
Mstep: Class 26 contains 198488 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427552.000000 Penalty: 98363.328125
Iteration 174Q: 29 clusters Score -1.614276e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 25587 members 
Mstep: Class 4 contains 11751 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6872 members 
Mstep: Class 7 contains 56773 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239664 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 39812 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208601 members 
Mstep: Class 15 contains 15457 members 
Mstep: Class 16 contains 37703 members 
Mstep: Class 17 contains 24823 members 
Mstep: Class 18 contains 78831 members 
Mstep: Class 19 contains 11941 members 
Mstep: Class 20 contains 317120 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19037 members 
Mstep: Class 26 contains 198446 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427504.000000 Penalty: 98363.328125
Iteration 175Q: 29 clusters Score -1.614275e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 25604 members 
Mstep: Class 4 contains 11751 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6872 members 
Mstep: Class 7 contains 56782 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239662 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 39808 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208582 members 
Mstep: Class 15 contains 15454 members 
Mstep: Class 16 contains 37701 members 
Mstep: Class 17 contains 24829 members 
Mstep: Class 18 contains 78821 members 
Mstep: Class 19 contains 11943 members 
Mstep: Class 20 contains 317136 members 
Mstep: Class 21 contains 9883 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19052 members 
Mstep: Class 26 contains 198422 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427616.000000 Penalty: 98363.328125
Iteration 176Q: 29 clusters Score -1.614276e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25620 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6871 members 
Mstep: Class 7 contains 56796 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239671 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 39804 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208541 members 
Mstep: Class 15 contains 15452 members 
Mstep: Class 16 contains 37708 members 
Mstep: Class 17 contains 24828 members 
Mstep: Class 18 contains 78815 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 317146 members 
Mstep: Class 21 contains 9884 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19068 members 
Mstep: Class 26 contains 198404 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427712.000000 Penalty: 98363.328125
Iteration 177Q: 29 clusters Score -1.614277e+08 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 25635 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6873 members 
Mstep: Class 7 contains 56804 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239666 members 
Mstep: Class 10 contains 24627 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 39801 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208530 members 
Mstep: Class 15 contains 15450 members 
Mstep: Class 16 contains 37711 members 
Mstep: Class 17 contains 24831 members 
Mstep: Class 18 contains 78814 members 
Mstep: Class 19 contains 11943 members 
Mstep: Class 20 contains 317157 members 
Mstep: Class 21 contains 9884 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19069 members 
Mstep: Class 26 contains 198382 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427504.000000 Penalty: 98363.328125
Iteration 178Q: 29 clusters Score -1.614275e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25653 members 
Mstep: Class 4 contains 11760 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 56819 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239651 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 39797 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208525 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 37711 members 
Mstep: Class 17 contains 24834 members 
Mstep: Class 18 contains 78812 members 
Mstep: Class 19 contains 11943 members 
Mstep: Class 20 contains 317156 members 
Mstep: Class 21 contains 9884 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19077 members 
Mstep: Class 26 contains 198367 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427616.000000 Penalty: 98363.328125
Iteration 179Q: 29 clusters Score -1.614276e+08 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25669 members 
Mstep: Class 4 contains 11758 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56833 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239634 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 39793 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208532 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 37713 members 
Mstep: Class 17 contains 24834 members 
Mstep: Class 18 contains 78808 members 
Mstep: Class 19 contains 11943 members 
Mstep: Class 20 contains 317144 members 
Mstep: Class 21 contains 9884 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19085 members 
Mstep: Class 26 contains 198357 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427776.000000 Penalty: 98363.328125
Iteration 180F: 29 clusters Score -1.614278e+08 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25683 members 
Mstep: Class 4 contains 11757 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56852 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239615 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 39789 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208533 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 37717 members 
Mstep: Class 17 contains 24837 members 
Mstep: Class 18 contains 78805 members 
Mstep: Class 19 contains 11943 members 
Mstep: Class 20 contains 317152 members 
Mstep: Class 21 contains 9885 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19089 members 
Mstep: Class 26 contains 198328 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427680.000000 Penalty: 98363.328125
Iteration 181Q: 29 clusters Score -1.614277e+08 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25689 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56868 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239604 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 39788 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208530 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 37716 members 
Mstep: Class 17 contains 24839 members 
Mstep: Class 18 contains 78809 members 
Mstep: Class 19 contains 11943 members 
Mstep: Class 20 contains 317163 members 
Mstep: Class 21 contains 9885 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19094 members 
Mstep: Class 26 contains 198302 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427680.000000 Penalty: 98363.328125
Iteration 182Q: 29 clusters Score -1.614277e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 25697 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56883 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239578 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 39786 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208545 members 
Mstep: Class 15 contains 15444 members 
Mstep: Class 16 contains 37713 members 
Mstep: Class 17 contains 24837 members 
Mstep: Class 18 contains 78803 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317189 members 
Mstep: Class 21 contains 9885 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19095 members 
Mstep: Class 26 contains 198275 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427664.000000 Penalty: 98363.328125
Iteration 183Q: 29 clusters Score -1.614277e+08 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25708 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56900 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239545 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 39780 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208556 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 37715 members 
Mstep: Class 17 contains 24835 members 
Mstep: Class 18 contains 78797 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317217 members 
Mstep: Class 21 contains 9885 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19096 members 
Mstep: Class 26 contains 198253 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427680.000000 Penalty: 98363.328125
Iteration 184Q: 29 clusters Score -1.614277e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25713 members 
Mstep: Class 4 contains 11756 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56916 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239544 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 39776 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208554 members 
Mstep: Class 15 contains 15447 members 
Mstep: Class 16 contains 37715 members 
Mstep: Class 17 contains 24836 members 
Mstep: Class 18 contains 78785 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317226 members 
Mstep: Class 21 contains 9885 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19102 members 
Mstep: Class 26 contains 198234 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427760.000000 Penalty: 98363.328125
Iteration 185Q: 29 clusters Score -1.614278e+08 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 25723 members 
Mstep: Class 4 contains 11763 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56933 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239515 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18473 members 
Mstep: Class 12 contains 39770 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208564 members 
Mstep: Class 15 contains 15447 members 
Mstep: Class 16 contains 37720 members 
Mstep: Class 17 contains 24835 members 
Mstep: Class 18 contains 78775 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317235 members 
Mstep: Class 21 contains 9885 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19110 members 
Mstep: Class 26 contains 198212 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427824.000000 Penalty: 98363.328125
Iteration 186Q: 29 clusters Score -1.614278e+08 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25727 members 
Mstep: Class 4 contains 11766 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56945 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239507 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 39761 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208556 members 
Mstep: Class 15 contains 15448 members 
Mstep: Class 16 contains 37721 members 
Mstep: Class 17 contains 24835 members 
Mstep: Class 18 contains 78770 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317242 members 
Mstep: Class 21 contains 9886 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19120 members 
Mstep: Class 26 contains 198203 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427696.000000 Penalty: 98363.328125
Iteration 187Q: 29 clusters Score -1.614277e+08 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25735 members 
Mstep: Class 4 contains 11770 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56963 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239498 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 39756 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208552 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 37729 members 
Mstep: Class 17 contains 24836 members 
Mstep: Class 18 contains 78769 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317228 members 
Mstep: Class 21 contains 9886 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19128 members 
Mstep: Class 26 contains 198190 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427632.000000 Penalty: 98363.328125
Iteration 188Q: 29 clusters Score -1.614276e+08 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25741 members 
Mstep: Class 4 contains 11772 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56974 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239479 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18476 members 
Mstep: Class 12 contains 39750 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208556 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 37734 members 
Mstep: Class 17 contains 24842 members 
Mstep: Class 18 contains 78775 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317224 members 
Mstep: Class 21 contains 9886 members 
Mstep: Class 22 contains 21536 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19134 members 
Mstep: Class 26 contains 198170 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427648.000000 Penalty: 98363.328125
Iteration 189Q: 29 clusters Score -1.614276e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 25746 members 
Mstep: Class 4 contains 11773 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56980 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239468 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18477 members 
Mstep: Class 12 contains 39747 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208553 members 
Mstep: Class 15 contains 15445 members 
Mstep: Class 16 contains 37737 members 
Mstep: Class 17 contains 24842 members 
Mstep: Class 18 contains 78779 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317235 members 
Mstep: Class 21 contains 9886 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19140 members 
Mstep: Class 26 contains 198152 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427632.000000 Penalty: 98363.328125
Iteration 190Q: 29 clusters Score -1.614276e+08 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 25759 members 
Mstep: Class 4 contains 11774 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 56993 members 
Mstep: Class 8 contains 2399 members 
Mstep: Class 9 contains 239459 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 39741 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208541 members 
Mstep: Class 15 contains 15446 members 
Mstep: Class 16 contains 37743 members 
Mstep: Class 17 contains 24840 members 
Mstep: Class 18 contains 78778 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317229 members 
Mstep: Class 21 contains 9886 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19146 members 
Mstep: Class 26 contains 198149 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427696.000000 Penalty: 98363.328125
Iteration 191Q: 29 clusters Score -1.614277e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 25770 members 
Mstep: Class 4 contains 11777 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6876 members 
Mstep: Class 7 contains 57004 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239447 members 
Mstep: Class 10 contains 24625 members 
Mstep: Class 11 contains 18479 members 
Mstep: Class 12 contains 39736 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208542 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 16 contains 37747 members 
Mstep: Class 17 contains 24846 members 
Mstep: Class 18 contains 78775 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 317214 members 
Mstep: Class 21 contains 9886 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19151 members 
Mstep: Class 26 contains 198147 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427632.000000 Penalty: 98363.328125
Iteration 192Q: 29 clusters Score -1.614276e+08 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 25784 members 
Mstep: Class 4 contains 11775 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 57014 members 
Mstep: Class 8 contains 2401 members 
Mstep: Class 9 contains 239432 members 
Mstep: Class 10 contains 24625 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 39730 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208536 members 
Mstep: Class 15 contains 15443 members 
Mstep: Class 16 contains 37747 members 
Mstep: Class 17 contains 24852 members 
Mstep: Class 18 contains 78780 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 317203 members 
Mstep: Class 21 contains 9887 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19157 members 
Mstep: Class 26 contains 198145 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427600.000000 Penalty: 98363.328125
Iteration 193Q: 29 clusters Score -1.614276e+08 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 25805 members 
Mstep: Class 4 contains 11777 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 57024 members 
Mstep: Class 8 contains 2402 members 
Mstep: Class 9 contains 239427 members 
Mstep: Class 10 contains 24625 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 39724 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208539 members 
Mstep: Class 15 contains 15440 members 
Mstep: Class 16 contains 37751 members 
Mstep: Class 17 contains 24853 members 
Mstep: Class 18 contains 78775 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 317190 members 
Mstep: Class 21 contains 9886 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19163 members 
Mstep: Class 26 contains 198129 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427520.000000 Penalty: 98363.328125
Iteration 194Q: 29 clusters Score -1.614275e+08 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 14027 members 
Mstep: Class 3 contains 25818 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 57037 members 
Mstep: Class 8 contains 2402 members 
Mstep: Class 9 contains 239405 members 
Mstep: Class 10 contains 24625 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 39723 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208535 members 
Mstep: Class 15 contains 15436 members 
Mstep: Class 16 contains 37752 members 
Mstep: Class 17 contains 24851 members 
Mstep: Class 18 contains 78778 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317184 members 
Mstep: Class 21 contains 9886 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19175 members 
Mstep: Class 26 contains 198122 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427616.000000 Penalty: 98363.328125
Iteration 195Q: 29 clusters Score -1.614276e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25824 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6875 members 
Mstep: Class 7 contains 57048 members 
Mstep: Class 8 contains 2402 members 
Mstep: Class 9 contains 239390 members 
Mstep: Class 10 contains 24625 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 39716 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208541 members 
Mstep: Class 15 contains 15437 members 
Mstep: Class 16 contains 37754 members 
Mstep: Class 17 contains 24851 members 
Mstep: Class 18 contains 78781 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317179 members 
Mstep: Class 21 contains 9886 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19180 members 
Mstep: Class 26 contains 198111 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427632.000000 Penalty: 98363.328125
Iteration 196Q: 29 clusters Score -1.614276e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25829 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 57060 members 
Mstep: Class 8 contains 2400 members 
Mstep: Class 9 contains 239376 members 
Mstep: Class 10 contains 24626 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 39709 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208545 members 
Mstep: Class 15 contains 15436 members 
Mstep: Class 16 contains 37757 members 
Mstep: Class 17 contains 24846 members 
Mstep: Class 18 contains 78787 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317187 members 
Mstep: Class 21 contains 9887 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19183 members 
Mstep: Class 26 contains 198093 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427648.000000 Penalty: 98363.328125
Iteration 197Q: 29 clusters Score -1.614276e+08 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25830 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 57073 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239368 members 
Mstep: Class 10 contains 24627 members 
Mstep: Class 11 contains 18481 members 
Mstep: Class 12 contains 39702 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208550 members 
Mstep: Class 15 contains 15434 members 
Mstep: Class 16 contains 37756 members 
Mstep: Class 17 contains 24842 members 
Mstep: Class 18 contains 78780 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317198 members 
Mstep: Class 21 contains 9887 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19187 members 
Mstep: Class 26 contains 198088 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427712.000000 Penalty: 98363.328125
Iteration 198Q: 29 clusters Score -1.614277e+08 nChanged 183
Entering ConstructFrom: 
Score: -161427712.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (17082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Entering Unmasked Estep 
Score: -1926531.375000 Penalty: 2416.953613
	Iteration 0F: 2 clusters Score -1926531 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -1914296.625000 Penalty: 4833.907227
	Iteration 0F: 3 clusters Score -1914297 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -1918292.125000 Penalty: 4833.907227
	Iteration 1F: 3 clusters Score -1918292 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1918656.875000 Penalty: 4833.907227
	Iteration 2F: 3 clusters Score -1918657 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -1918970.125000 Penalty: 4833.907227
	Iteration 3Q: 3 clusters Score -1918970 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1919300.250000 Penalty: 4833.907227
	Iteration 4Q: 3 clusters Score -1919300 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1919708.750000 Penalty: 4833.907227
	Iteration 5Q: 3 clusters Score -1919709 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1920282.250000 Penalty: 4833.907227
	Iteration 6Q: 3 clusters Score -1920282 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -1921024.250000 Penalty: 4833.907227
	Iteration 7F: 3 clusters Score -1921024 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 10728 members 
Entering Unmasked Estep 
Score: -1921880.000000 Penalty: 4833.907227
	Iteration 8F: 3 clusters Score -1921880 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1922779.875000 Penalty: 4833.907227
	Iteration 9F: 3 clusters Score -1922780 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1923651.875000 Penalty: 4833.907227
	Iteration 10F: 3 clusters Score -1923652 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -1924475.625000 Penalty: 4833.907227
	Iteration 11Q: 3 clusters Score -1924476 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1925211.375000 Penalty: 4833.907227
	Iteration 12Q: 3 clusters Score -1925211 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 13807 members 
Entering Unmasked Estep 
Score: -1925843.250000 Penalty: 4833.907227
	Iteration 13Q: 3 clusters Score -1925843 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1926416.250000 Penalty: 4833.907227
	Iteration 14Q: 3 clusters Score -1926416 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1926938.375000 Penalty: 4833.907227
	Iteration 15Q: 3 clusters Score -1926938 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1927228.625000 Penalty: 4833.907227
	Iteration 16Q: 3 clusters Score -1927229 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1927340.125000 Penalty: 4833.907227
	Iteration 17Q: 3 clusters Score -1927340 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -1927387.000000 Penalty: 4833.907227
	Iteration 18Q: 3 clusters Score -1927387 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -1927415.000000 Penalty: 4833.907227
	Iteration 19Q: 3 clusters Score -1927415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1927440.125000 Penalty: 4833.907227
	Iteration 20F: 3 clusters Score -1927440 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1927449.500000 Penalty: 4833.907227
	Iteration 21Q: 3 clusters Score -1927450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 15167 members 
Entering Unmasked Estep 
Score: -1927455.125000 Penalty: 4833.907227
	Iteration 22Q: 3 clusters Score -1927455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 15181 members 
Entering Unmasked Estep 
Score: -1927458.625000 Penalty: 4833.907227
	Iteration 23Q: 3 clusters Score -1927459 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1927465.500000 Penalty: 4833.907227
	Iteration 24Q: 3 clusters Score -1927466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1927463.625000 Penalty: 4833.907227
	Iteration 25Q: 3 clusters Score -1927464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -1927464.625000 Penalty: 4833.907227
	Iteration 26Q: 3 clusters Score -1927465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1927464.375000 Penalty: 4833.907227
	Iteration 27Q: 3 clusters Score -1927464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1927465.375000 Penalty: 4833.907227
	Iteration 28Q: 3 clusters Score -1927465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -1927469.625000 Penalty: 4833.907227
	Iteration 29Q: 3 clusters Score -1927470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1927475.750000 Penalty: 4833.907227
	Iteration 30Q: 3 clusters Score -1927476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -1927475.125000 Penalty: 4833.907227
	Iteration 31Q: 3 clusters Score -1927475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -1927479.625000 Penalty: 4833.907227
	Iteration 32Q: 3 clusters Score -1927480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -1927474.000000 Penalty: 4833.907227
	Iteration 33Q: 3 clusters Score -1927474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -1927475.750000 Penalty: 4833.907227
	Iteration 34Q: 3 clusters Score -1927476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -1927476.125000 Penalty: 4833.907227
	Iteration 35Q: 3 clusters Score -1927476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1927479.125000 Penalty: 4833.907227
	Iteration 36Q: 3 clusters Score -1927479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -1927479.125000 Penalty: 4833.907227
	Iteration 37F: 3 clusters Score -1927479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25835 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 57093 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239350 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 39695 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 37756 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 78779 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317217 members 
Mstep: Class 21 contains 9888 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19185 members 
Mstep: Class 26 contains 198065 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 15249 members 
Entering Unmasked Estep 
Score: -161426960.000000 Penalty: 101876.304688
Splitting cluster 1 changes total score from -161427712.000000 to -161426960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Entering Unmasked Estep 
Score: -1567455.875000 Penalty: 2368.105225
	Iteration 0F: 2 clusters Score -1567456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -1557258.375000 Penalty: 4736.210449
	Iteration 0F: 3 clusters Score -1557258 nChanged 5979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1560509.500000 Penalty: 4736.210449
	Iteration 1F: 3 clusters Score -1560510 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1560962.125000 Penalty: 4736.210449
	Iteration 2F: 3 clusters Score -1560962 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1561363.500000 Penalty: 4736.210449
	Iteration 3F: 3 clusters Score -1561364 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1561784.750000 Penalty: 4736.210449
	Iteration 4F: 3 clusters Score -1561785 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1562319.500000 Penalty: 4736.210449
	Iteration 5F: 3 clusters Score -1562320 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1562964.500000 Penalty: 4736.210449
	Iteration 6F: 3 clusters Score -1562964 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1563543.125000 Penalty: 4736.210449
	Iteration 7F: 3 clusters Score -1563543 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1563969.375000 Penalty: 4736.210449
	Iteration 8Q: 3 clusters Score -1563969 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1564304.250000 Penalty: 4736.210449
	Iteration 9Q: 3 clusters Score -1564304 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1564587.500000 Penalty: 4736.210449
	Iteration 10Q: 3 clusters Score -1564588 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1564869.125000 Penalty: 4736.210449
	Iteration 11Q: 3 clusters Score -1564869 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -1565110.625000 Penalty: 4736.210449
	Iteration 12Q: 3 clusters Score -1565111 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1565305.875000 Penalty: 4736.210449
	Iteration 13Q: 3 clusters Score -1565306 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1565437.250000 Penalty: 4736.210449
	Iteration 14Q: 3 clusters Score -1565437 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -1565527.500000 Penalty: 4736.210449
	Iteration 15Q: 3 clusters Score -1565528 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11818 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1565598.500000 Penalty: 4736.210449
	Iteration 16Q: 3 clusters Score -1565598 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1565642.000000 Penalty: 4736.210449
	Iteration 17Q: 3 clusters Score -1565642 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1565678.000000 Penalty: 4736.210449
	Iteration 18Q: 3 clusters Score -1565678 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1565705.875000 Penalty: 4736.210449
	Iteration 19Q: 3 clusters Score -1565706 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -1565732.500000 Penalty: 4736.210449
	Iteration 20F: 3 clusters Score -1565732 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1565746.625000 Penalty: 4736.210449
	Iteration 21Q: 3 clusters Score -1565747 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1565758.500000 Penalty: 4736.210449
	Iteration 22Q: 3 clusters Score -1565758 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1565775.000000 Penalty: 4736.210449
	Iteration 23Q: 3 clusters Score -1565775 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1565788.500000 Penalty: 4736.210449
	Iteration 24Q: 3 clusters Score -1565788 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1565799.625000 Penalty: 4736.210449
	Iteration 25Q: 3 clusters Score -1565800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1565812.625000 Penalty: 4736.210449
	Iteration 26Q: 3 clusters Score -1565813 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1565823.000000 Penalty: 4736.210449
	Iteration 27Q: 3 clusters Score -1565823 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1565829.000000 Penalty: 4736.210449
	Iteration 28Q: 3 clusters Score -1565829 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1565838.250000 Penalty: 4736.210449
	Iteration 29Q: 3 clusters Score -1565838 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1565850.875000 Penalty: 4736.210449
	Iteration 30Q: 3 clusters Score -1565851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1565870.000000 Penalty: 4736.210449
	Iteration 31Q: 3 clusters Score -1565870 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1565889.000000 Penalty: 4736.210449
	Iteration 32Q: 3 clusters Score -1565889 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1565910.750000 Penalty: 4736.210449
	Iteration 33Q: 3 clusters Score -1565911 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1565928.500000 Penalty: 4736.210449
	Iteration 34Q: 3 clusters Score -1565928 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12673 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1565946.750000 Penalty: 4736.210449
	Iteration 35Q: 3 clusters Score -1565947 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1565965.000000 Penalty: 4736.210449
	Iteration 36Q: 3 clusters Score -1565965 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1565978.000000 Penalty: 4736.210449
	Iteration 37Q: 3 clusters Score -1565978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1565986.750000 Penalty: 4736.210449
	Iteration 38Q: 3 clusters Score -1565987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1565993.750000 Penalty: 4736.210449
	Iteration 39Q: 3 clusters Score -1565994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12783 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1566002.750000 Penalty: 4736.210449
	Iteration 40F: 3 clusters Score -1566003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1566010.500000 Penalty: 4736.210449
	Iteration 41Q: 3 clusters Score -1566010 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -1566017.500000 Penalty: 4736.210449
	Iteration 42Q: 3 clusters Score -1566018 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1566023.125000 Penalty: 4736.210449
	Iteration 43Q: 3 clusters Score -1566023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1566028.375000 Penalty: 4736.210449
	Iteration 44Q: 3 clusters Score -1566028 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1566034.000000 Penalty: 4736.210449
	Iteration 45Q: 3 clusters Score -1566034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1566038.000000 Penalty: 4736.210449
	Iteration 46Q: 3 clusters Score -1566038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1566040.750000 Penalty: 4736.210449
	Iteration 47Q: 3 clusters Score -1566041 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1566051.750000 Penalty: 4736.210449
	Iteration 48Q: 3 clusters Score -1566052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1566064.000000 Penalty: 4736.210449
	Iteration 49Q: 3 clusters Score -1566064 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1566076.250000 Penalty: 4736.210449
	Iteration 50Q: 3 clusters Score -1566076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1566082.000000 Penalty: 4736.210449
	Iteration 51Q: 3 clusters Score -1566082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1566084.000000 Penalty: 4736.210449
	Iteration 52Q: 3 clusters Score -1566084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1566084.125000 Penalty: 4736.210449
	Iteration 53Q: 3 clusters Score -1566084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1566084.250000 Penalty: 4736.210449
	Iteration 54Q: 3 clusters Score -1566084 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1566085.875000 Penalty: 4736.210449
	Iteration 55Q: 3 clusters Score -1566086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1566087.125000 Penalty: 4736.210449
	Iteration 56Q: 3 clusters Score -1566087 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1566087.125000 Penalty: 4736.210449
	Iteration 57F: 3 clusters Score -1566087 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (25835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Entering Unmasked Estep 
Score: -3089699.000000 Penalty: 2519.552490
	Iteration 0F: 2 clusters Score -3089699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -3071720.000000 Penalty: 5039.104980
	Iteration 0F: 3 clusters Score -3071720 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -3078102.000000 Penalty: 5039.104980
	Iteration 1F: 3 clusters Score -3078102 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3078597.000000 Penalty: 5039.104980
	Iteration 2Q: 3 clusters Score -3078597 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -3079138.500000 Penalty: 5039.104980
	Iteration 3Q: 3 clusters Score -3079138 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -3079869.750000 Penalty: 5039.104980
	Iteration 4Q: 3 clusters Score -3079870 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -3080806.250000 Penalty: 5039.104980
	Iteration 5F: 3 clusters Score -3080806 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -3081892.250000 Penalty: 5039.104980
	Iteration 6F: 3 clusters Score -3081892 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -3083028.250000 Penalty: 5039.104980
	Iteration 7F: 3 clusters Score -3083028 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13868 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -3084074.000000 Penalty: 5039.104980
	Iteration 8F: 3 clusters Score -3084074 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -3084863.250000 Penalty: 5039.104980
	Iteration 9F: 3 clusters Score -3084863 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3085341.500000 Penalty: 5039.104980
	Iteration 10Q: 3 clusters Score -3085342 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -3085621.500000 Penalty: 5039.104980
	Iteration 11Q: 3 clusters Score -3085622 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -3085808.500000 Penalty: 5039.104980
	Iteration 12Q: 3 clusters Score -3085808 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3085910.250000 Penalty: 5039.104980
	Iteration 13Q: 3 clusters Score -3085910 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -3086000.250000 Penalty: 5039.104980
	Iteration 14Q: 3 clusters Score -3086000 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3086043.750000 Penalty: 5039.104980
	Iteration 15Q: 3 clusters Score -3086044 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -3086093.000000 Penalty: 5039.104980
	Iteration 16Q: 3 clusters Score -3086093 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3086133.000000 Penalty: 5039.104980
	Iteration 17Q: 3 clusters Score -3086133 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -3086175.750000 Penalty: 5039.104980
	Iteration 18Q: 3 clusters Score -3086176 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11920 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -3086203.250000 Penalty: 5039.104980
	Iteration 19Q: 3 clusters Score -3086203 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -3086234.000000 Penalty: 5039.104980
	Iteration 20F: 3 clusters Score -3086234 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3086260.000000 Penalty: 5039.104980
	Iteration 21Q: 3 clusters Score -3086260 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3086287.500000 Penalty: 5039.104980
	Iteration 22Q: 3 clusters Score -3086288 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -3086329.000000 Penalty: 5039.104980
	Iteration 23Q: 3 clusters Score -3086329 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -3086351.500000 Penalty: 5039.104980
	Iteration 24Q: 3 clusters Score -3086352 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -3086380.250000 Penalty: 5039.104980
	Iteration 25Q: 3 clusters Score -3086380 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -3086408.750000 Penalty: 5039.104980
	Iteration 26Q: 3 clusters Score -3086409 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3086431.500000 Penalty: 5039.104980
	Iteration 27Q: 3 clusters Score -3086432 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -3086465.500000 Penalty: 5039.104980
	Iteration 28Q: 3 clusters Score -3086466 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3086485.500000 Penalty: 5039.104980
	Iteration 29Q: 3 clusters Score -3086486 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -3086522.250000 Penalty: 5039.104980
	Iteration 30Q: 3 clusters Score -3086522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3086531.250000 Penalty: 5039.104980
	Iteration 31Q: 3 clusters Score -3086531 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -3086553.750000 Penalty: 5039.104980
	Iteration 32Q: 3 clusters Score -3086554 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -3086570.500000 Penalty: 5039.104980
	Iteration 33Q: 3 clusters Score -3086570 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -3086593.750000 Penalty: 5039.104980
	Iteration 34Q: 3 clusters Score -3086594 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -3086645.250000 Penalty: 5039.104980
	Iteration 35Q: 3 clusters Score -3086645 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -3086666.000000 Penalty: 5039.104980
	Iteration 36Q: 3 clusters Score -3086666 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -3086686.500000 Penalty: 5039.104980
	Iteration 37Q: 3 clusters Score -3086686 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -3086717.000000 Penalty: 5039.104980
	Iteration 38Q: 3 clusters Score -3086717 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3086750.000000 Penalty: 5039.104980
	Iteration 39Q: 3 clusters Score -3086750 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3086766.750000 Penalty: 5039.104980
	Iteration 40F: 3 clusters Score -3086767 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8799 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -3086780.000000 Penalty: 5039.104980
	Iteration 41Q: 3 clusters Score -3086780 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -3086800.000000 Penalty: 5039.104980
	Iteration 42Q: 3 clusters Score -3086800 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3086834.000000 Penalty: 5039.104980
	Iteration 43Q: 3 clusters Score -3086834 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -3086864.750000 Penalty: 5039.104980
	Iteration 44Q: 3 clusters Score -3086865 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 17569 members 
Entering Unmasked Estep 
Score: -3086876.500000 Penalty: 5039.104980
	Iteration 45Q: 3 clusters Score -3086876 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -3086903.500000 Penalty: 5039.104980
	Iteration 46Q: 3 clusters Score -3086904 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 17832 members 
Entering Unmasked Estep 
Score: -3086919.750000 Penalty: 5039.104980
	Iteration 47Q: 3 clusters Score -3086920 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3086951.250000 Penalty: 5039.104980
	Iteration 48Q: 3 clusters Score -3086951 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3086983.000000 Penalty: 5039.104980
	Iteration 49Q: 3 clusters Score -3086983 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -3087018.000000 Penalty: 5039.104980
	Iteration 50Q: 3 clusters Score -3087018 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -3087036.750000 Penalty: 5039.104980
	Iteration 51Q: 3 clusters Score -3087037 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -3087060.000000 Penalty: 5039.104980
	Iteration 52Q: 3 clusters Score -3087060 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3087093.000000 Penalty: 5039.104980
	Iteration 53Q: 3 clusters Score -3087093 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -3087129.750000 Penalty: 5039.104980
	Iteration 54Q: 3 clusters Score -3087130 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -3087150.750000 Penalty: 5039.104980
	Iteration 55Q: 3 clusters Score -3087151 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -3087182.250000 Penalty: 5039.104980
	Iteration 56Q: 3 clusters Score -3087182 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -3087201.000000 Penalty: 5039.104980
	Iteration 57Q: 3 clusters Score -3087201 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -3087209.500000 Penalty: 5039.104980
	Iteration 58Q: 3 clusters Score -3087210 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -3087216.500000 Penalty: 5039.104980
	Iteration 59Q: 3 clusters Score -3087216 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -3087232.250000 Penalty: 5039.104980
	Iteration 60F: 3 clusters Score -3087232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -3087240.500000 Penalty: 5039.104980
	Iteration 61Q: 3 clusters Score -3087240 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -3087250.500000 Penalty: 5039.104980
	Iteration 62Q: 3 clusters Score -3087250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -3087273.250000 Penalty: 5039.104980
	Iteration 63Q: 3 clusters Score -3087273 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -3087288.250000 Penalty: 5039.104980
	Iteration 64Q: 3 clusters Score -3087288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 19810 members 
Entering Unmasked Estep 
Score: -3087302.000000 Penalty: 5039.104980
	Iteration 65Q: 3 clusters Score -3087302 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -3087319.500000 Penalty: 5039.104980
	Iteration 66Q: 3 clusters Score -3087320 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 19960 members 
Entering Unmasked Estep 
Score: -3087324.000000 Penalty: 5039.104980
	Iteration 67Q: 3 clusters Score -3087324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -3087332.500000 Penalty: 5039.104980
	Iteration 68Q: 3 clusters Score -3087332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3087343.000000 Penalty: 5039.104980
	Iteration 69Q: 3 clusters Score -3087343 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -3087345.000000 Penalty: 5039.104980
	Iteration 70Q: 3 clusters Score -3087345 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -3087359.750000 Penalty: 5039.104980
	Iteration 71Q: 3 clusters Score -3087360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3087364.500000 Penalty: 5039.104980
	Iteration 72Q: 3 clusters Score -3087364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 20282 members 
Entering Unmasked Estep 
Score: -3087373.750000 Penalty: 5039.104980
	Iteration 73Q: 3 clusters Score -3087374 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 20325 members 
Entering Unmasked Estep 
Score: -3087378.750000 Penalty: 5039.104980
	Iteration 74Q: 3 clusters Score -3087379 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -3087389.500000 Penalty: 5039.104980
	Iteration 75Q: 3 clusters Score -3087390 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -3087393.500000 Penalty: 5039.104980
	Iteration 76Q: 3 clusters Score -3087394 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 20461 members 
Entering Unmasked Estep 
Score: -3087403.250000 Penalty: 5039.104980
	Iteration 77Q: 3 clusters Score -3087403 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -3087398.000000 Penalty: 5039.104980
	Iteration 78Q: 3 clusters Score -3087398 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -3087410.000000 Penalty: 5039.104980
	Iteration 79Q: 3 clusters Score -3087410 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -3087409.500000 Penalty: 5039.104980
	Iteration 80F: 3 clusters Score -3087410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -3087415.000000 Penalty: 5039.104980
	Iteration 81Q: 3 clusters Score -3087415 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -3087429.000000 Penalty: 5039.104980
	Iteration 82Q: 3 clusters Score -3087429 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -3087436.500000 Penalty: 5039.104980
	Iteration 83Q: 3 clusters Score -3087436 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -3087445.250000 Penalty: 5039.104980
	Iteration 84Q: 3 clusters Score -3087445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -3087456.250000 Penalty: 5039.104980
	Iteration 85Q: 3 clusters Score -3087456 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3087454.500000 Penalty: 5039.104980
	Iteration 86Q: 3 clusters Score -3087454 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -3087463.000000 Penalty: 5039.104980
	Iteration 87Q: 3 clusters Score -3087463 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -3087479.500000 Penalty: 5039.104980
	Iteration 88Q: 3 clusters Score -3087480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -3087486.000000 Penalty: 5039.104980
	Iteration 89Q: 3 clusters Score -3087486 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -3087491.000000 Penalty: 5039.104980
	Iteration 90Q: 3 clusters Score -3087491 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 21031 members 
Entering Unmasked Estep 
Score: -3087496.500000 Penalty: 5039.104980
	Iteration 91Q: 3 clusters Score -3087496 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -3087495.750000 Penalty: 5039.104980
	Iteration 92Q: 3 clusters Score -3087496 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 21085 members 
Entering Unmasked Estep 
Score: -3087495.500000 Penalty: 5039.104980
	Iteration 93Q: 3 clusters Score -3087496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -3087502.750000 Penalty: 5039.104980
	Iteration 94Q: 3 clusters Score -3087503 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -3087507.000000 Penalty: 5039.104980
	Iteration 95Q: 3 clusters Score -3087507 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -3087511.000000 Penalty: 5039.104980
	Iteration 96Q: 3 clusters Score -3087511 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 21172 members 
Entering Unmasked Estep 
Score: -3087512.750000 Penalty: 5039.104980
	Iteration 97Q: 3 clusters Score -3087513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -3087512.250000 Penalty: 5039.104980
	Iteration 98Q: 3 clusters Score -3087512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -3087513.750000 Penalty: 5039.104980
	Iteration 99Q: 3 clusters Score -3087514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -3087517.000000 Penalty: 5039.104980
	Iteration 100F: 3 clusters Score -3087517 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -3087522.750000 Penalty: 5039.104980
	Iteration 101Q: 3 clusters Score -3087523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 21290 members 
Entering Unmasked Estep 
Score: -3087528.000000 Penalty: 5039.104980
	Iteration 102Q: 3 clusters Score -3087528 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -3087525.750000 Penalty: 5039.104980
	Iteration 103Q: 3 clusters Score -3087526 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -3087535.500000 Penalty: 5039.104980
	Iteration 104Q: 3 clusters Score -3087536 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -3087541.250000 Penalty: 5039.104980
	Iteration 105Q: 3 clusters Score -3087541 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -3087548.000000 Penalty: 5039.104980
	Iteration 106Q: 3 clusters Score -3087548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 21456 members 
Entering Unmasked Estep 
Score: -3087549.250000 Penalty: 5039.104980
	Iteration 107Q: 3 clusters Score -3087549 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -3087550.500000 Penalty: 5039.104980
	Iteration 108Q: 3 clusters Score -3087550 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -3087542.250000 Penalty: 5039.104980
	Iteration 109Q: 3 clusters Score -3087542 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -3087548.250000 Penalty: 5039.104980
	Iteration 110Q: 3 clusters Score -3087548 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3087557.750000 Penalty: 5039.104980
	Iteration 111Q: 3 clusters Score -3087558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -3087555.250000 Penalty: 5039.104980
	Iteration 112Q: 3 clusters Score -3087555 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -3087561.500000 Penalty: 5039.104980
	Iteration 113Q: 3 clusters Score -3087562 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3087568.250000 Penalty: 5039.104980
	Iteration 114Q: 3 clusters Score -3087568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -3087573.250000 Penalty: 5039.104980
	Iteration 115Q: 3 clusters Score -3087573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 21671 members 
Entering Unmasked Estep 
Score: -3087573.500000 Penalty: 5039.104980
	Iteration 116Q: 3 clusters Score -3087574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
Score: -3087578.250000 Penalty: 5039.104980
	Iteration 117Q: 3 clusters Score -3087578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3087573.250000 Penalty: 5039.104980
	Iteration 118Q: 3 clusters Score -3087573 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -3087575.250000 Penalty: 5039.104980
	Iteration 119Q: 3 clusters Score -3087575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 21723 members 
Entering Unmasked Estep 
Score: -3087577.250000 Penalty: 5039.104980
	Iteration 120F: 3 clusters Score -3087577 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -3087576.250000 Penalty: 5039.104980
	Iteration 121Q: 3 clusters Score -3087576 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -3087573.500000 Penalty: 5039.104980
	Iteration 122Q: 3 clusters Score -3087574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -3087577.750000 Penalty: 5039.104980
	Iteration 123Q: 3 clusters Score -3087578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -3087577.250000 Penalty: 5039.104980
	Iteration 124Q: 3 clusters Score -3087577 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 21767 members 
Entering Unmasked Estep 
Score: -3087570.250000 Penalty: 5039.104980
	Iteration 125Q: 3 clusters Score -3087570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -3087577.000000 Penalty: 5039.104980
	Iteration 126Q: 3 clusters Score -3087577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -3087580.250000 Penalty: 5039.104980
	Iteration 127Q: 3 clusters Score -3087580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3087581.750000 Penalty: 5039.104980
	Iteration 128Q: 3 clusters Score -3087582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3087581.750000 Penalty: 5039.104980
	Iteration 129F: 3 clusters Score -3087582 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Entering Unmasked Estep 
Score: -1408388.750000 Penalty: 2324.812500
	Iteration 0F: 2 clusters Score -1408389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1399595.750000 Penalty: 4649.625000
	Iteration 0F: 3 clusters Score -1399596 nChanged 4956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -1402249.000000 Penalty: 4649.625000
	Iteration 1F: 3 clusters Score -1402249 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1402538.625000 Penalty: 4649.625000
	Iteration 2F: 3 clusters Score -1402539 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1402730.000000 Penalty: 4649.625000
	Iteration 3Q: 3 clusters Score -1402730 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1402885.000000 Penalty: 4649.625000
	Iteration 4Q: 3 clusters Score -1402885 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1403016.375000 Penalty: 4649.625000
	Iteration 5Q: 3 clusters Score -1403016 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 6930 members 
Entering Unmasked Estep 
Score: -1403155.750000 Penalty: 4649.625000
	Iteration 6Q: 3 clusters Score -1403156 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1403286.875000 Penalty: 4649.625000
	Iteration 7Q: 3 clusters Score -1403287 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -1403442.500000 Penalty: 4649.625000
	Iteration 8Q: 3 clusters Score -1403442 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1403630.000000 Penalty: 4649.625000
	Iteration 9Q: 3 clusters Score -1403630 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1403871.625000 Penalty: 4649.625000
	Iteration 10Q: 3 clusters Score -1403872 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1404119.625000 Penalty: 4649.625000
	Iteration 11Q: 3 clusters Score -1404120 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1404411.500000 Penalty: 4649.625000
	Iteration 12Q: 3 clusters Score -1404412 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1404745.125000 Penalty: 4649.625000
	Iteration 13Q: 3 clusters Score -1404745 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1405088.375000 Penalty: 4649.625000
	Iteration 14Q: 3 clusters Score -1405088 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1405416.125000 Penalty: 4649.625000
	Iteration 15Q: 3 clusters Score -1405416 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1405702.125000 Penalty: 4649.625000
	Iteration 16Q: 3 clusters Score -1405702 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1405889.500000 Penalty: 4649.625000
	Iteration 17Q: 3 clusters Score -1405890 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11132 members 
Entering Unmasked Estep 
Score: -1406027.500000 Penalty: 4649.625000
	Iteration 18Q: 3 clusters Score -1406028 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -1406111.625000 Penalty: 4649.625000
	Iteration 19Q: 3 clusters Score -1406112 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -1406180.000000 Penalty: 4649.625000
	Iteration 20F: 3 clusters Score -1406180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1406233.375000 Penalty: 4649.625000
	Iteration 21Q: 3 clusters Score -1406233 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -1406262.625000 Penalty: 4649.625000
	Iteration 22Q: 3 clusters Score -1406263 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -1406292.375000 Penalty: 4649.625000
	Iteration 23Q: 3 clusters Score -1406292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -1406314.625000 Penalty: 4649.625000
	Iteration 24Q: 3 clusters Score -1406315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -1406325.625000 Penalty: 4649.625000
	Iteration 25Q: 3 clusters Score -1406326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 11426 members 
Entering Unmasked Estep 
Score: -1406328.500000 Penalty: 4649.625000
	Iteration 26Q: 3 clusters Score -1406328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -1406339.125000 Penalty: 4649.625000
	Iteration 27Q: 3 clusters Score -1406339 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 11444 members 
Entering Unmasked Estep 
Score: -1406344.250000 Penalty: 4649.625000
	Iteration 28Q: 3 clusters Score -1406344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1406347.875000 Penalty: 4649.625000
	Iteration 29Q: 3 clusters Score -1406348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1406348.750000 Penalty: 4649.625000
	Iteration 30Q: 3 clusters Score -1406349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -1406348.750000 Penalty: 4649.625000
	Iteration 31F: 3 clusters Score -1406349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3722 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Entering Unmasked Estep 
Score: -422075.093750 Penalty: 2039.060059
	Iteration 0F: 2 clusters Score -422075.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -418341.218750 Penalty: 4078.120117
	Iteration 0F: 3 clusters Score -418341.2 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -419141.312500 Penalty: 4078.120117
	Iteration 1F: 3 clusters Score -419141.3 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -419295.531250 Penalty: 4078.120117
	Iteration 2F: 3 clusters Score -419295.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -419391.875000 Penalty: 4078.120117
	Iteration 3Q: 3 clusters Score -419391.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -419461.906250 Penalty: 4078.120117
	Iteration 4Q: 3 clusters Score -419461.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -419510.687500 Penalty: 4078.120117
	Iteration 5Q: 3 clusters Score -419510.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -419551.531250 Penalty: 4078.120117
	Iteration 6Q: 3 clusters Score -419551.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -419583.937500 Penalty: 4078.120117
	Iteration 7Q: 3 clusters Score -419583.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -419608.468750 Penalty: 4078.120117
	Iteration 8Q: 3 clusters Score -419608.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -419625.812500 Penalty: 4078.120117
	Iteration 9Q: 3 clusters Score -419625.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -419636.906250 Penalty: 4078.120117
	Iteration 10Q: 3 clusters Score -419636.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -419648.375000 Penalty: 4078.120117
	Iteration 11Q: 3 clusters Score -419648.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -419654.812500 Penalty: 4078.120117
	Iteration 12Q: 3 clusters Score -419654.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -419661.718750 Penalty: 4078.120117
	Iteration 13Q: 3 clusters Score -419661.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -419667.312500 Penalty: 4078.120117
	Iteration 14Q: 3 clusters Score -419667.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -419670.812500 Penalty: 4078.120117
	Iteration 15Q: 3 clusters Score -419670.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -419674.781250 Penalty: 4078.120117
	Iteration 16Q: 3 clusters Score -419674.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -419676.593750 Penalty: 4078.120117
	Iteration 17Q: 3 clusters Score -419676.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -419679.656250 Penalty: 4078.120117
	Iteration 18Q: 3 clusters Score -419679.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -419685.531250 Penalty: 4078.120117
	Iteration 19Q: 3 clusters Score -419685.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -419689.093750 Penalty: 4078.120117
	Iteration 20F: 3 clusters Score -419689.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -419692.062500 Penalty: 4078.120117
	Iteration 21Q: 3 clusters Score -419692.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -419696.562500 Penalty: 4078.120117
	Iteration 22Q: 3 clusters Score -419696.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -419700.750000 Penalty: 4078.120117
	Iteration 23Q: 3 clusters Score -419700.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -419705.468750 Penalty: 4078.120117
	Iteration 24Q: 3 clusters Score -419705.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -419708.687500 Penalty: 4078.120117
	Iteration 25Q: 3 clusters Score -419708.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -419711.093750 Penalty: 4078.120117
	Iteration 26Q: 3 clusters Score -419711.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -419712.468750 Penalty: 4078.120117
	Iteration 27Q: 3 clusters Score -419712.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -419712.500000 Penalty: 4078.120117
	Iteration 28Q: 3 clusters Score -419712.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -419712.500000 Penalty: 4078.120117
	Iteration 29F: 3 clusters Score -419712.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Entering Unmasked Estep 
Score: -769104.312500 Penalty: 2191.312500
	Iteration 0F: 2 clusters Score -769104.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -763337.812500 Penalty: 4382.625000
	Iteration 0F: 3 clusters Score -763337.8 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -764883.375000 Penalty: 4382.625000
	Iteration 1F: 3 clusters Score -764883.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -765165.562500 Penalty: 4382.625000
	Iteration 2F: 3 clusters Score -765165.6 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -765353.437500 Penalty: 4382.625000
	Iteration 3F: 3 clusters Score -765353.4 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -765493.250000 Penalty: 4382.625000
	Iteration 4Q: 3 clusters Score -765493.2 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -765626.250000 Penalty: 4382.625000
	Iteration 5Q: 3 clusters Score -765626.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -765722.562500 Penalty: 4382.625000
	Iteration 6Q: 3 clusters Score -765722.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -765808.125000 Penalty: 4382.625000
	Iteration 7Q: 3 clusters Score -765808.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -765879.500000 Penalty: 4382.625000
	Iteration 8Q: 3 clusters Score -765879.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -765971.375000 Penalty: 4382.625000
	Iteration 9Q: 3 clusters Score -765971.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -766063.000000 Penalty: 4382.625000
	Iteration 10Q: 3 clusters Score -766063 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -766150.687500 Penalty: 4382.625000
	Iteration 11Q: 3 clusters Score -766150.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -766245.000000 Penalty: 4382.625000
	Iteration 12Q: 3 clusters Score -766245 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -766344.562500 Penalty: 4382.625000
	Iteration 13Q: 3 clusters Score -766344.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -766429.500000 Penalty: 4382.625000
	Iteration 14Q: 3 clusters Score -766429.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -766499.812500 Penalty: 4382.625000
	Iteration 15Q: 3 clusters Score -766499.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -766579.750000 Penalty: 4382.625000
	Iteration 16Q: 3 clusters Score -766579.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -766658.375000 Penalty: 4382.625000
	Iteration 17Q: 3 clusters Score -766658.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -766725.562500 Penalty: 4382.625000
	Iteration 18Q: 3 clusters Score -766725.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -766798.437500 Penalty: 4382.625000
	Iteration 19Q: 3 clusters Score -766798.4 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -766856.062500 Penalty: 4382.625000
	Iteration 20F: 3 clusters Score -766856.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -766899.437500 Penalty: 4382.625000
	Iteration 21Q: 3 clusters Score -766899.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -766934.937500 Penalty: 4382.625000
	Iteration 22Q: 3 clusters Score -766934.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -766964.687500 Penalty: 4382.625000
	Iteration 23Q: 3 clusters Score -766964.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -766993.875000 Penalty: 4382.625000
	Iteration 24Q: 3 clusters Score -766993.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -767021.312500 Penalty: 4382.625000
	Iteration 25Q: 3 clusters Score -767021.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -767037.937500 Penalty: 4382.625000
	Iteration 26Q: 3 clusters Score -767037.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -767056.375000 Penalty: 4382.625000
	Iteration 27Q: 3 clusters Score -767056.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -767074.062500 Penalty: 4382.625000
	Iteration 28Q: 3 clusters Score -767074.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -767083.687500 Penalty: 4382.625000
	Iteration 29Q: 3 clusters Score -767083.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -767092.687500 Penalty: 4382.625000
	Iteration 30Q: 3 clusters Score -767092.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -767104.250000 Penalty: 4382.625000
	Iteration 31Q: 3 clusters Score -767104.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -767116.062500 Penalty: 4382.625000
	Iteration 32Q: 3 clusters Score -767116.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -767124.875000 Penalty: 4382.625000
	Iteration 33Q: 3 clusters Score -767124.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -767129.000000 Penalty: 4382.625000
	Iteration 34Q: 3 clusters Score -767129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -767135.250000 Penalty: 4382.625000
	Iteration 35Q: 3 clusters Score -767135.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -767140.250000 Penalty: 4382.625000
	Iteration 36Q: 3 clusters Score -767140.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -767141.187500 Penalty: 4382.625000
	Iteration 37Q: 3 clusters Score -767141.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -767141.937500 Penalty: 4382.625000
	Iteration 38Q: 3 clusters Score -767141.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -767145.562500 Penalty: 4382.625000
	Iteration 39Q: 3 clusters Score -767145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -767145.375000 Penalty: 4382.625000
	Iteration 40F: 3 clusters Score -767145.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -767148.500000 Penalty: 4382.625000
	Iteration 41Q: 3 clusters Score -767148.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -767149.250000 Penalty: 4382.625000
	Iteration 42Q: 3 clusters Score -767149.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -767151.812500 Penalty: 4382.625000
	Iteration 43Q: 3 clusters Score -767151.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -767152.562500 Penalty: 4382.625000
	Iteration 44Q: 3 clusters Score -767152.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -767156.750000 Penalty: 4382.625000
	Iteration 45Q: 3 clusters Score -767156.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -767159.312500 Penalty: 4382.625000
	Iteration 46Q: 3 clusters Score -767159.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -767161.562500 Penalty: 4382.625000
	Iteration 47Q: 3 clusters Score -767161.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -767162.437500 Penalty: 4382.625000
	Iteration 48Q: 3 clusters Score -767162.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -767164.125000 Penalty: 4382.625000
	Iteration 49Q: 3 clusters Score -767164.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -767163.625000 Penalty: 4382.625000
	Iteration 50Q: 3 clusters Score -767163.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -767161.937500 Penalty: 4382.625000
	Iteration 51Q: 3 clusters Score -767161.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -767162.750000 Penalty: 4382.625000
	Iteration 52Q: 3 clusters Score -767162.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -767162.750000 Penalty: 4382.625000
	Iteration 53F: 3 clusters Score -767162.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57093 members 
Entering Unmasked Estep 
Score: -6625162.500000 Penalty: 2716.204346
	Iteration 0F: 2 clusters Score -6625162 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -6586608.000000 Penalty: 5432.408691
	Iteration 0F: 3 clusters Score -6586608 nChanged 26437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -6601411.500000 Penalty: 5432.408691
	Iteration 1F: 3 clusters Score -6601412 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28434 members 
Mstep: Class 2 contains 28659 members 
Entering Unmasked Estep 
Score: -6601912.000000 Penalty: 5432.408691
	Iteration 2Q: 3 clusters Score -6601912 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28230 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -6602328.000000 Penalty: 5432.408691
	Iteration 3Q: 3 clusters Score -6602328 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -6602777.000000 Penalty: 5432.408691
	Iteration 4Q: 3 clusters Score -6602777 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27477 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -6603205.500000 Penalty: 5432.408691
	Iteration 5Q: 3 clusters Score -6603206 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -6603681.500000 Penalty: 5432.408691
	Iteration 6Q: 3 clusters Score -6603682 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 30962 members 
Entering Unmasked Estep 
Score: -6604237.000000 Penalty: 5432.408691
	Iteration 7Q: 3 clusters Score -6604237 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -6604931.500000 Penalty: 5432.408691
	Iteration 8Q: 3 clusters Score -6604932 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -6605803.500000 Penalty: 5432.408691
	Iteration 9Q: 3 clusters Score -6605804 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22215 members 
Mstep: Class 2 contains 34878 members 
Entering Unmasked Estep 
Score: -6606974.000000 Penalty: 5432.408691
	Iteration 10Q: 3 clusters Score -6606974 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -6608621.500000 Penalty: 5432.408691
	Iteration 11Q: 3 clusters Score -6608622 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -6610493.000000 Penalty: 5432.408691
	Iteration 12F: 3 clusters Score -6610493 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15689 members 
Mstep: Class 2 contains 41404 members 
Entering Unmasked Estep 
Score: -6612472.000000 Penalty: 5432.408691
	Iteration 13Q: 3 clusters Score -6612472 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -6614206.500000 Penalty: 5432.408691
	Iteration 14Q: 3 clusters Score -6614206 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -6615564.000000 Penalty: 5432.408691
	Iteration 15Q: 3 clusters Score -6615564 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -6616550.000000 Penalty: 5432.408691
	Iteration 16Q: 3 clusters Score -6616550 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 48199 members 
Entering Unmasked Estep 
Score: -6617346.500000 Penalty: 5432.408691
	Iteration 17Q: 3 clusters Score -6617346 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 49422 members 
Entering Unmasked Estep 
Score: -6617966.500000 Penalty: 5432.408691
	Iteration 18Q: 3 clusters Score -6617966 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 50551 members 
Entering Unmasked Estep 
Score: -6618601.500000 Penalty: 5432.408691
	Iteration 19Q: 3 clusters Score -6618602 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 51654 members 
Entering Unmasked Estep 
Score: -6619268.500000 Penalty: 5432.408691
	Iteration 20F: 3 clusters Score -6619268 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 52705 members 
Entering Unmasked Estep 
Score: -6619943.500000 Penalty: 5432.408691
	Iteration 21Q: 3 clusters Score -6619944 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -6620530.500000 Penalty: 5432.408691
	Iteration 22Q: 3 clusters Score -6620530 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 54363 members 
Entering Unmasked Estep 
Score: -6621025.000000 Penalty: 5432.408691
	Iteration 23Q: 3 clusters Score -6621025 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 54998 members 
Entering Unmasked Estep 
Score: -6621429.500000 Penalty: 5432.408691
	Iteration 24Q: 3 clusters Score -6621430 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 55539 members 
Entering Unmasked Estep 
Score: -6621829.500000 Penalty: 5432.408691
	Iteration 25Q: 3 clusters Score -6621830 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 55955 members 
Entering Unmasked Estep 
Score: -6622113.000000 Penalty: 5432.408691
	Iteration 26Q: 3 clusters Score -6622113 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 56228 members 
Entering Unmasked Estep 
Score: -6622323.500000 Penalty: 5432.408691
	Iteration 27Q: 3 clusters Score -6622324 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -6622430.500000 Penalty: 5432.408691
	Iteration 28Q: 3 clusters Score -6622430 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -6622530.500000 Penalty: 5432.408691
	Iteration 29Q: 3 clusters Score -6622530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 56584 members 
Entering Unmasked Estep 
Score: -6622582.000000 Penalty: 5432.408691
	Iteration 30Q: 3 clusters Score -6622582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -6622648.500000 Penalty: 5432.408691
	Iteration 31Q: 3 clusters Score -6622648 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 56662 members 
Entering Unmasked Estep 
Score: -6622681.500000 Penalty: 5432.408691
	Iteration 32Q: 3 clusters Score -6622682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 56683 members 
Entering Unmasked Estep 
Score: -6622695.500000 Penalty: 5432.408691
	Iteration 33Q: 3 clusters Score -6622696 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 56701 members 
Entering Unmasked Estep 
Score: -6622716.000000 Penalty: 5432.408691
	Iteration 34Q: 3 clusters Score -6622716 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 56714 members 
Entering Unmasked Estep 
Score: -6622723.500000 Penalty: 5432.408691
	Iteration 35Q: 3 clusters Score -6622724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -6622741.500000 Penalty: 5432.408691
	Iteration 36Q: 3 clusters Score -6622742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 56720 members 
Entering Unmasked Estep 
Score: -6622740.500000 Penalty: 5432.408691
	Iteration 37Q: 3 clusters Score -6622740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 56727 members 
Entering Unmasked Estep 
Score: -6622754.500000 Penalty: 5432.408691
	Iteration 38Q: 3 clusters Score -6622754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 56740 members 
Entering Unmasked Estep 
Score: -6622773.000000 Penalty: 5432.408691
	Iteration 39Q: 3 clusters Score -6622773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -6622776.500000 Penalty: 5432.408691
	Iteration 40F: 3 clusters Score -6622776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 56746 members 
Entering Unmasked Estep 
Score: -6622778.000000 Penalty: 5432.408691
	Iteration 41Q: 3 clusters Score -6622778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -6622776.500000 Penalty: 5432.408691
	Iteration 42Q: 3 clusters Score -6622776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 56745 members 
Entering Unmasked Estep 
Score: -6622776.500000 Penalty: 5432.408691
	Iteration 43F: 3 clusters Score -6622776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Entering Unmasked Estep 
Score: -250268.609375 Penalty: 1929.929443
	Iteration 0F: 2 clusters Score -250268.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -247410.578125 Penalty: 3859.858887
	Iteration 0F: 3 clusters Score -247410.6 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -248006.750000 Penalty: 3859.858887
	Iteration 1F: 3 clusters Score -248006.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -248155.750000 Penalty: 3859.858887
	Iteration 2F: 3 clusters Score -248155.8 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -248225.250000 Penalty: 3859.858887
	Iteration 3Q: 3 clusters Score -248225.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -248265.562500 Penalty: 3859.858887
	Iteration 4Q: 3 clusters Score -248265.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -248292.718750 Penalty: 3859.858887
	Iteration 5Q: 3 clusters Score -248292.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -248308.265625 Penalty: 3859.858887
	Iteration 6Q: 3 clusters Score -248308.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -248318.500000 Penalty: 3859.858887
	Iteration 7Q: 3 clusters Score -248318.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -248327.968750 Penalty: 3859.858887
	Iteration 8Q: 3 clusters Score -248328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -248341.921875 Penalty: 3859.858887
	Iteration 9Q: 3 clusters Score -248341.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -248356.046875 Penalty: 3859.858887
	Iteration 10Q: 3 clusters Score -248356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -248367.921875 Penalty: 3859.858887
	Iteration 11Q: 3 clusters Score -248367.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -248379.859375 Penalty: 3859.858887
	Iteration 12Q: 3 clusters Score -248379.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -248388.718750 Penalty: 3859.858887
	Iteration 13Q: 3 clusters Score -248388.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -248392.031250 Penalty: 3859.858887
	Iteration 14Q: 3 clusters Score -248392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -248396.125000 Penalty: 3859.858887
	Iteration 15Q: 3 clusters Score -248396.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -248397.390625 Penalty: 3859.858887
	Iteration 16Q: 3 clusters Score -248397.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -248400.265625 Penalty: 3859.858887
	Iteration 17Q: 3 clusters Score -248400.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -248401.953125 Penalty: 3859.858887
	Iteration 18Q: 3 clusters Score -248402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -248404.359375 Penalty: 3859.858887
	Iteration 19Q: 3 clusters Score -248404.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -248406.171875 Penalty: 3859.858887
	Iteration 20F: 3 clusters Score -248406.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -248408.031250 Penalty: 3859.858887
	Iteration 21Q: 3 clusters Score -248408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -248410.500000 Penalty: 3859.858887
	Iteration 22Q: 3 clusters Score -248410.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -248411.531250 Penalty: 3859.858887
	Iteration 23Q: 3 clusters Score -248411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -248412.078125 Penalty: 3859.858887
	Iteration 24Q: 3 clusters Score -248412.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -248412.078125 Penalty: 3859.858887
	Iteration 25F: 3 clusters Score -248412.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (239350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239350 members 
Entering Unmasked Estep 
Score: -28150788.000000 Penalty: 3071.649170
	Iteration 0F: 2 clusters Score -2.815079e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119584 members 
Mstep: Class 2 contains 119766 members 
Entering Unmasked Estep 
Score: -27998474.000000 Penalty: 6143.298340
	Iteration 0F: 3 clusters Score -2.799847e+07 nChanged 115552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115732 members 
Mstep: Class 2 contains 123618 members 
Entering Unmasked Estep 
Score: -28066404.000000 Penalty: 6143.298340
	Iteration 1F: 3 clusters Score -2.80664e+07 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113062 members 
Mstep: Class 2 contains 126288 members 
Entering Unmasked Estep 
Score: -28068236.000000 Penalty: 6143.298340
	Iteration 2Q: 3 clusters Score -2.806824e+07 nChanged 9004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108774 members 
Mstep: Class 2 contains 130576 members 
Entering Unmasked Estep 
Score: -28071040.000000 Penalty: 6143.298340
	Iteration 3Q: 3 clusters Score -2.807104e+07 nChanged 11223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102369 members 
Mstep: Class 2 contains 136981 members 
Entering Unmasked Estep 
Score: -28075824.000000 Penalty: 6143.298340
	Iteration 4Q: 3 clusters Score -2.807582e+07 nChanged 13998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93523 members 
Mstep: Class 2 contains 145827 members 
Entering Unmasked Estep 
Score: -28083528.000000 Penalty: 6143.298340
	Iteration 5F: 3 clusters Score -2.808353e+07 nChanged 16610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82149 members 
Mstep: Class 2 contains 157201 members 
Entering Unmasked Estep 
Score: -28094788.000000 Penalty: 6143.298340
	Iteration 6F: 3 clusters Score -2.809479e+07 nChanged 17924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68219 members 
Mstep: Class 2 contains 171131 members 
Entering Unmasked Estep 
Score: -28107690.000000 Penalty: 6143.298340
	Iteration 7F: 3 clusters Score -2.810769e+07 nChanged 17134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 186051 members 
Entering Unmasked Estep 
Score: -28120780.000000 Penalty: 6143.298340
	Iteration 8F: 3 clusters Score -2.812078e+07 nChanged 14844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 199825 members 
Entering Unmasked Estep 
Score: -28130944.000000 Penalty: 6143.298340
	Iteration 9F: 3 clusters Score -2.813094e+07 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 210556 members 
Entering Unmasked Estep 
Score: -28137514.000000 Penalty: 6143.298340
	Iteration 10Q: 3 clusters Score -2.813751e+07 nChanged 7988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 218366 members 
Entering Unmasked Estep 
Score: -28141404.000000 Penalty: 6143.298340
	Iteration 11Q: 3 clusters Score -2.81414e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 223899 members 
Entering Unmasked Estep 
Score: -28144006.000000 Penalty: 6143.298340
	Iteration 12Q: 3 clusters Score -2.814401e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 227828 members 
Entering Unmasked Estep 
Score: -28145632.000000 Penalty: 6143.298340
	Iteration 13Q: 3 clusters Score -2.814563e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 230590 members 
Entering Unmasked Estep 
Score: -28146894.000000 Penalty: 6143.298340
	Iteration 14Q: 3 clusters Score -2.814689e+07 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 232405 members 
Entering Unmasked Estep 
Score: -28147614.000000 Penalty: 6143.298340
	Iteration 15Q: 3 clusters Score -2.814761e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 233683 members 
Entering Unmasked Estep 
Score: -28148178.000000 Penalty: 6143.298340
	Iteration 16Q: 3 clusters Score -2.814818e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 234598 members 
Entering Unmasked Estep 
Score: -28148538.000000 Penalty: 6143.298340
	Iteration 17Q: 3 clusters Score -2.814854e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 235290 members 
Entering Unmasked Estep 
Score: -28148768.000000 Penalty: 6143.298340
	Iteration 18Q: 3 clusters Score -2.814877e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 235803 members 
Entering Unmasked Estep 
Score: -28149018.000000 Penalty: 6143.298340
	Iteration 19Q: 3 clusters Score -2.814902e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 236142 members 
Entering Unmasked Estep 
Score: -28149068.000000 Penalty: 6143.298340
	Iteration 20F: 3 clusters Score -2.814907e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 236390 members 
Entering Unmasked Estep 
Score: -28149138.000000 Penalty: 6143.298340
	Iteration 21Q: 3 clusters Score -2.814914e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 236581 members 
Entering Unmasked Estep 
Score: -28149156.000000 Penalty: 6143.298340
	Iteration 22Q: 3 clusters Score -2.814916e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 236753 members 
Entering Unmasked Estep 
Score: -28149172.000000 Penalty: 6143.298340
	Iteration 23Q: 3 clusters Score -2.814917e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 236878 members 
Entering Unmasked Estep 
Score: -28149184.000000 Penalty: 6143.298340
	Iteration 24Q: 3 clusters Score -2.814918e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 236966 members 
Entering Unmasked Estep 
Score: -28149198.000000 Penalty: 6143.298340
	Iteration 25Q: 3 clusters Score -2.81492e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 237049 members 
Entering Unmasked Estep 
Score: -28149216.000000 Penalty: 6143.298340
	Iteration 26Q: 3 clusters Score -2.814922e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 237111 members 
Entering Unmasked Estep 
Score: -28149226.000000 Penalty: 6143.298340
	Iteration 27Q: 3 clusters Score -2.814923e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 237178 members 
Entering Unmasked Estep 
Score: -28149198.000000 Penalty: 6143.298340
	Iteration 28Q: 3 clusters Score -2.81492e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 237238 members 
Entering Unmasked Estep 
Score: -28149182.000000 Penalty: 6143.298340
	Iteration 29Q: 3 clusters Score -2.814918e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 237292 members 
Entering Unmasked Estep 
Score: -28149182.000000 Penalty: 6143.298340
	Iteration 30Q: 3 clusters Score -2.814918e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 237334 members 
Entering Unmasked Estep 
Score: -28149180.000000 Penalty: 6143.298340
	Iteration 31Q: 3 clusters Score -2.814918e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 237382 members 
Entering Unmasked Estep 
Score: -28149236.000000 Penalty: 6143.298340
	Iteration 32Q: 3 clusters Score -2.814924e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 237420 members 
Entering Unmasked Estep 
Score: -28149188.000000 Penalty: 6143.298340
	Iteration 33Q: 3 clusters Score -2.814919e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 237449 members 
Entering Unmasked Estep 
Score: -28149208.000000 Penalty: 6143.298340
	Iteration 34Q: 3 clusters Score -2.814921e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 237484 members 
Entering Unmasked Estep 
Score: -28149200.000000 Penalty: 6143.298340
	Iteration 35Q: 3 clusters Score -2.81492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 237501 members 
Entering Unmasked Estep 
Score: -28149208.000000 Penalty: 6143.298340
	Iteration 36Q: 3 clusters Score -2.814921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 237512 members 
Entering Unmasked Estep 
Score: -28149222.000000 Penalty: 6143.298340
	Iteration 37Q: 3 clusters Score -2.814922e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 237533 members 
Entering Unmasked Estep 
Score: -28149210.000000 Penalty: 6143.298340
	Iteration 38Q: 3 clusters Score -2.814921e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 237553 members 
Entering Unmasked Estep 
Score: -28149224.000000 Penalty: 6143.298340
	Iteration 39Q: 3 clusters Score -2.814922e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 237567 members 
Entering Unmasked Estep 
Score: -28149238.000000 Penalty: 6143.298340
	Iteration 40F: 3 clusters Score -2.814924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 237581 members 
Entering Unmasked Estep 
Score: -28149232.000000 Penalty: 6143.298340
	Iteration 41Q: 3 clusters Score -2.814923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 237594 members 
Entering Unmasked Estep 
Score: -28149230.000000 Penalty: 6143.298340
	Iteration 42Q: 3 clusters Score -2.814923e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 237598 members 
Entering Unmasked Estep 
Score: -28149222.000000 Penalty: 6143.298340
	Iteration 43Q: 3 clusters Score -2.814922e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 237602 members 
Entering Unmasked Estep 
Score: -28149210.000000 Penalty: 6143.298340
	Iteration 44Q: 3 clusters Score -2.814921e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 237604 members 
Entering Unmasked Estep 
Score: -28149218.000000 Penalty: 6143.298340
	Iteration 45Q: 3 clusters Score -2.814922e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 237606 members 
Entering Unmasked Estep 
Score: -28149206.000000 Penalty: 6143.298340
	Iteration 46Q: 3 clusters Score -2.814921e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 237610 members 
Entering Unmasked Estep 
Score: -28149208.000000 Penalty: 6143.298340
	Iteration 47Q: 3 clusters Score -2.814921e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 237615 members 
Entering Unmasked Estep 
Score: -28149216.000000 Penalty: 6143.298340
	Iteration 48Q: 3 clusters Score -2.814922e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 237622 members 
Entering Unmasked Estep 
Score: -28149248.000000 Penalty: 6143.298340
	Iteration 49Q: 3 clusters Score -2.814925e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 237624 members 
Entering Unmasked Estep 
Score: -28149236.000000 Penalty: 6143.298340
	Iteration 50Q: 3 clusters Score -2.814924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 237630 members 
Entering Unmasked Estep 
Score: -28149242.000000 Penalty: 6143.298340
	Iteration 51Q: 3 clusters Score -2.814924e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 237634 members 
Entering Unmasked Estep 
Score: -28149248.000000 Penalty: 6143.298340
	Iteration 52Q: 3 clusters Score -2.814925e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 237637 members 
Entering Unmasked Estep 
Score: -28149240.000000 Penalty: 6143.298340
	Iteration 53Q: 3 clusters Score -2.814924e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 237638 members 
Entering Unmasked Estep 
Score: -28149236.000000 Penalty: 6143.298340
	Iteration 54Q: 3 clusters Score -2.814924e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 237638 members 
Entering Unmasked Estep 
Score: -28149236.000000 Penalty: 6143.298340
	Iteration 55F: 3 clusters Score -2.814924e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Entering Unmasked Estep 
Score: -2447170.500000 Penalty: 2507.686523
	Iteration 0F: 2 clusters Score -2447170 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2430207.250000 Penalty: 5015.373047
	Iteration 0F: 3 clusters Score -2430207 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -2436347.000000 Penalty: 5015.373047
	Iteration 1F: 3 clusters Score -2436347 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2436970.000000 Penalty: 5015.373047
	Iteration 2F: 3 clusters Score -2436970 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2437548.250000 Penalty: 5015.373047
	Iteration 3F: 3 clusters Score -2437548 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2438146.250000 Penalty: 5015.373047
	Iteration 4F: 3 clusters Score -2438146 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2438797.250000 Penalty: 5015.373047
	Iteration 5F: 3 clusters Score -2438797 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -2439491.000000 Penalty: 5015.373047
	Iteration 6F: 3 clusters Score -2439491 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14457 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2440317.250000 Penalty: 5015.373047
	Iteration 7F: 3 clusters Score -2440317 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -2441165.250000 Penalty: 5015.373047
	Iteration 8F: 3 clusters Score -2441165 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -2441852.250000 Penalty: 5015.373047
	Iteration 9F: 3 clusters Score -2441852 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16235 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -2442354.250000 Penalty: 5015.373047
	Iteration 10Q: 3 clusters Score -2442354 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -2442763.500000 Penalty: 5015.373047
	Iteration 11Q: 3 clusters Score -2442764 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -2443135.250000 Penalty: 5015.373047
	Iteration 12Q: 3 clusters Score -2443135 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -2443486.750000 Penalty: 5015.373047
	Iteration 13Q: 3 clusters Score -2443487 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -2443797.750000 Penalty: 5015.373047
	Iteration 14Q: 3 clusters Score -2443798 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -2444074.250000 Penalty: 5015.373047
	Iteration 15Q: 3 clusters Score -2444074 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -2444308.000000 Penalty: 5015.373047
	Iteration 16Q: 3 clusters Score -2444308 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -2444512.500000 Penalty: 5015.373047
	Iteration 17Q: 3 clusters Score -2444512 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -2444722.500000 Penalty: 5015.373047
	Iteration 18Q: 3 clusters Score -2444722 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20974 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2444919.250000 Penalty: 5015.373047
	Iteration 19Q: 3 clusters Score -2444919 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -2445069.000000 Penalty: 5015.373047
	Iteration 20F: 3 clusters Score -2445069 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2445224.000000 Penalty: 5015.373047
	Iteration 21Q: 3 clusters Score -2445224 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -2445371.500000 Penalty: 5015.373047
	Iteration 22Q: 3 clusters Score -2445372 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21767 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2445471.750000 Penalty: 5015.373047
	Iteration 23Q: 3 clusters Score -2445472 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2445538.000000 Penalty: 5015.373047
	Iteration 24Q: 3 clusters Score -2445538 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22002 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2445616.750000 Penalty: 5015.373047
	Iteration 25Q: 3 clusters Score -2445617 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2445674.500000 Penalty: 5015.373047
	Iteration 26Q: 3 clusters Score -2445674 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -2445726.500000 Penalty: 5015.373047
	Iteration 27Q: 3 clusters Score -2445726 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -2445764.000000 Penalty: 5015.373047
	Iteration 28Q: 3 clusters Score -2445764 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -2445791.500000 Penalty: 5015.373047
	Iteration 29Q: 3 clusters Score -2445792 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22352 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -2445803.000000 Penalty: 5015.373047
	Iteration 30Q: 3 clusters Score -2445803 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -2445821.000000 Penalty: 5015.373047
	Iteration 31Q: 3 clusters Score -2445821 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2445824.250000 Penalty: 5015.373047
	Iteration 32Q: 3 clusters Score -2445824 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2445831.750000 Penalty: 5015.373047
	Iteration 33Q: 3 clusters Score -2445832 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2445832.500000 Penalty: 5015.373047
	Iteration 34Q: 3 clusters Score -2445832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2445842.000000 Penalty: 5015.373047
	Iteration 35Q: 3 clusters Score -2445842 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2445840.750000 Penalty: 5015.373047
	Iteration 36Q: 3 clusters Score -2445841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2445844.750000 Penalty: 5015.373047
	Iteration 37Q: 3 clusters Score -2445845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22482 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2445848.250000 Penalty: 5015.373047
	Iteration 38Q: 3 clusters Score -2445848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2445857.250000 Penalty: 5015.373047
	Iteration 39Q: 3 clusters Score -2445857 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2445860.750000 Penalty: 5015.373047
	Iteration 40F: 3 clusters Score -2445861 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22518 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -2445856.250000 Penalty: 5015.373047
	Iteration 41Q: 3 clusters Score -2445856 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -2445862.500000 Penalty: 5015.373047
	Iteration 42Q: 3 clusters Score -2445862 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2445867.250000 Penalty: 5015.373047
	Iteration 43Q: 3 clusters Score -2445867 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2445864.250000 Penalty: 5015.373047
	Iteration 44Q: 3 clusters Score -2445864 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2445869.750000 Penalty: 5015.373047
	Iteration 45Q: 3 clusters Score -2445870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2445867.000000 Penalty: 5015.373047
	Iteration 46Q: 3 clusters Score -2445867 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2445873.750000 Penalty: 5015.373047
	Iteration 47Q: 3 clusters Score -2445874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -2445871.750000 Penalty: 5015.373047
	Iteration 48Q: 3 clusters Score -2445872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2445872.500000 Penalty: 5015.373047
	Iteration 49Q: 3 clusters Score -2445872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2445872.500000 Penalty: 5015.373047
	Iteration 50F: 3 clusters Score -2445872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Entering Unmasked Estep 
Score: -2077296.625000 Penalty: 2436.462402
	Iteration 0F: 2 clusters Score -2077297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2064093.750000 Penalty: 4872.924805
	Iteration 0F: 3 clusters Score -2064094 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -2068464.750000 Penalty: 4872.924805
	Iteration 1F: 3 clusters Score -2068465 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -2068899.000000 Penalty: 4872.924805
	Iteration 2F: 3 clusters Score -2068899 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2069277.125000 Penalty: 4872.924805
	Iteration 3Q: 3 clusters Score -2069277 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2069586.375000 Penalty: 4872.924805
	Iteration 4Q: 3 clusters Score -2069586 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2069890.875000 Penalty: 4872.924805
	Iteration 5Q: 3 clusters Score -2069891 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -2070227.375000 Penalty: 4872.924805
	Iteration 6Q: 3 clusters Score -2070227 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -2070672.000000 Penalty: 4872.924805
	Iteration 7Q: 3 clusters Score -2070672 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -2071246.250000 Penalty: 4872.924805
	Iteration 8F: 3 clusters Score -2071246 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2071898.250000 Penalty: 4872.924805
	Iteration 9F: 3 clusters Score -2071898 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -2072549.875000 Penalty: 4872.924805
	Iteration 10F: 3 clusters Score -2072550 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -2073191.875000 Penalty: 4872.924805
	Iteration 11Q: 3 clusters Score -2073192 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -2073773.500000 Penalty: 4872.924805
	Iteration 12Q: 3 clusters Score -2073774 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -2074183.000000 Penalty: 4872.924805
	Iteration 13Q: 3 clusters Score -2074183 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -2074434.875000 Penalty: 4872.924805
	Iteration 14Q: 3 clusters Score -2074435 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2074573.875000 Penalty: 4872.924805
	Iteration 15Q: 3 clusters Score -2074574 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2074652.500000 Penalty: 4872.924805
	Iteration 16Q: 3 clusters Score -2074652 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15025 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2074699.375000 Penalty: 4872.924805
	Iteration 17Q: 3 clusters Score -2074699 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2074740.625000 Penalty: 4872.924805
	Iteration 18Q: 3 clusters Score -2074741 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -2074778.500000 Penalty: 4872.924805
	Iteration 19Q: 3 clusters Score -2074778 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15280 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2074796.250000 Penalty: 4872.924805
	Iteration 20F: 3 clusters Score -2074796 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -2074802.750000 Penalty: 4872.924805
	Iteration 21Q: 3 clusters Score -2074803 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2074825.500000 Penalty: 4872.924805
	Iteration 22Q: 3 clusters Score -2074826 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15438 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -2074836.375000 Penalty: 4872.924805
	Iteration 23Q: 3 clusters Score -2074836 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2074848.250000 Penalty: 4872.924805
	Iteration 24Q: 3 clusters Score -2074848 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -2074862.750000 Penalty: 4872.924805
	Iteration 25Q: 3 clusters Score -2074863 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2074870.375000 Penalty: 4872.924805
	Iteration 26Q: 3 clusters Score -2074870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2074872.750000 Penalty: 4872.924805
	Iteration 27Q: 3 clusters Score -2074873 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2074885.375000 Penalty: 4872.924805
	Iteration 28Q: 3 clusters Score -2074885 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2074898.375000 Penalty: 4872.924805
	Iteration 29Q: 3 clusters Score -2074898 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2074902.875000 Penalty: 4872.924805
	Iteration 30Q: 3 clusters Score -2074903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -2074905.500000 Penalty: 4872.924805
	Iteration 31Q: 3 clusters Score -2074906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -2074908.750000 Penalty: 4872.924805
	Iteration 32Q: 3 clusters Score -2074909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15717 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -2074909.375000 Penalty: 4872.924805
	Iteration 33Q: 3 clusters Score -2074909 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2074910.500000 Penalty: 4872.924805
	Iteration 34Q: 3 clusters Score -2074910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -2074914.375000 Penalty: 4872.924805
	Iteration 35Q: 3 clusters Score -2074914 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2074917.000000 Penalty: 4872.924805
	Iteration 36Q: 3 clusters Score -2074917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15777 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -2074922.375000 Penalty: 4872.924805
	Iteration 37Q: 3 clusters Score -2074922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -2074920.875000 Penalty: 4872.924805
	Iteration 38Q: 3 clusters Score -2074921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2074920.375000 Penalty: 4872.924805
	Iteration 39Q: 3 clusters Score -2074920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -2074927.250000 Penalty: 4872.924805
	Iteration 40F: 3 clusters Score -2074927 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -2074924.875000 Penalty: 4872.924805
	Iteration 41Q: 3 clusters Score -2074925 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2074928.000000 Penalty: 4872.924805
	Iteration 42Q: 3 clusters Score -2074928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -2074929.875000 Penalty: 4872.924805
	Iteration 43Q: 3 clusters Score -2074930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -2074931.625000 Penalty: 4872.924805
	Iteration 44Q: 3 clusters Score -2074932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15844 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2074929.500000 Penalty: 4872.924805
	Iteration 45Q: 3 clusters Score -2074930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2074931.500000 Penalty: 4872.924805
	Iteration 46Q: 3 clusters Score -2074932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2074932.750000 Penalty: 4872.924805
	Iteration 47Q: 3 clusters Score -2074933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -2074932.375000 Penalty: 4872.924805
	Iteration 48Q: 3 clusters Score -2074932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15868 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -2074935.875000 Penalty: 4872.924805
	Iteration 49Q: 3 clusters Score -2074936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -2074936.375000 Penalty: 4872.924805
	Iteration 50Q: 3 clusters Score -2074936 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -2074936.750000 Penalty: 4872.924805
	Iteration 51Q: 3 clusters Score -2074937 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -2074940.625000 Penalty: 4872.924805
	Iteration 52Q: 3 clusters Score -2074941 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2074955.250000 Penalty: 4872.924805
	Iteration 53Q: 3 clusters Score -2074955 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2074958.500000 Penalty: 4872.924805
	Iteration 54Q: 3 clusters Score -2074958 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2074970.250000 Penalty: 4872.924805
	Iteration 55Q: 3 clusters Score -2074970 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2074981.125000 Penalty: 4872.924805
	Iteration 56Q: 3 clusters Score -2074981 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2074985.250000 Penalty: 4872.924805
	Iteration 57Q: 3 clusters Score -2074985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2074997.500000 Penalty: 4872.924805
	Iteration 58Q: 3 clusters Score -2074998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2075001.375000 Penalty: 4872.924805
	Iteration 59Q: 3 clusters Score -2075001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2075008.125000 Penalty: 4872.924805
	Iteration 60F: 3 clusters Score -2075008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2075013.625000 Penalty: 4872.924805
	Iteration 61Q: 3 clusters Score -2075014 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2075010.375000 Penalty: 4872.924805
	Iteration 62Q: 3 clusters Score -2075010 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2075015.875000 Penalty: 4872.924805
	Iteration 63Q: 3 clusters Score -2075016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2075019.000000 Penalty: 4872.924805
	Iteration 64Q: 3 clusters Score -2075019 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -2075025.250000 Penalty: 4872.924805
	Iteration 65Q: 3 clusters Score -2075025 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2075029.125000 Penalty: 4872.924805
	Iteration 66Q: 3 clusters Score -2075029 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2075030.750000 Penalty: 4872.924805
	Iteration 67Q: 3 clusters Score -2075031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2075037.875000 Penalty: 4872.924805
	Iteration 68Q: 3 clusters Score -2075038 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2075041.875000 Penalty: 4872.924805
	Iteration 69Q: 3 clusters Score -2075042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -2075044.625000 Penalty: 4872.924805
	Iteration 70Q: 3 clusters Score -2075045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2075047.750000 Penalty: 4872.924805
	Iteration 71Q: 3 clusters Score -2075048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2075051.625000 Penalty: 4872.924805
	Iteration 72Q: 3 clusters Score -2075052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2075049.875000 Penalty: 4872.924805
	Iteration 73Q: 3 clusters Score -2075050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2075055.375000 Penalty: 4872.924805
	Iteration 74Q: 3 clusters Score -2075055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2075058.375000 Penalty: 4872.924805
	Iteration 75Q: 3 clusters Score -2075058 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2075058.500000 Penalty: 4872.924805
	Iteration 76Q: 3 clusters Score -2075058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -2075060.250000 Penalty: 4872.924805
	Iteration 77Q: 3 clusters Score -2075060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -2075059.875000 Penalty: 4872.924805
	Iteration 78Q: 3 clusters Score -2075060 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -2075065.125000 Penalty: 4872.924805
	Iteration 79Q: 3 clusters Score -2075065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -2075067.500000 Penalty: 4872.924805
	Iteration 80F: 3 clusters Score -2075068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2075068.500000 Penalty: 4872.924805
	Iteration 81Q: 3 clusters Score -2075068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2075073.125000 Penalty: 4872.924805
	Iteration 82Q: 3 clusters Score -2075073 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2075076.500000 Penalty: 4872.924805
	Iteration 83Q: 3 clusters Score -2075076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2075082.375000 Penalty: 4872.924805
	Iteration 84Q: 3 clusters Score -2075082 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2075095.500000 Penalty: 4872.924805
	Iteration 85Q: 3 clusters Score -2075096 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -2075104.375000 Penalty: 4872.924805
	Iteration 86Q: 3 clusters Score -2075104 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2075119.750000 Penalty: 4872.924805
	Iteration 87Q: 3 clusters Score -2075120 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2075132.500000 Penalty: 4872.924805
	Iteration 88Q: 3 clusters Score -2075132 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2075152.125000 Penalty: 4872.924805
	Iteration 89Q: 3 clusters Score -2075152 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2075169.250000 Penalty: 4872.924805
	Iteration 90Q: 3 clusters Score -2075169 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2075186.375000 Penalty: 4872.924805
	Iteration 91Q: 3 clusters Score -2075186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16826 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2075210.125000 Penalty: 4872.924805
	Iteration 92Q: 3 clusters Score -2075210 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -2075235.375000 Penalty: 4872.924805
	Iteration 93Q: 3 clusters Score -2075235 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2075267.500000 Penalty: 4872.924805
	Iteration 94Q: 3 clusters Score -2075268 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2075290.625000 Penalty: 4872.924805
	Iteration 95Q: 3 clusters Score -2075291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2075305.375000 Penalty: 4872.924805
	Iteration 96Q: 3 clusters Score -2075305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17033 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2075306.750000 Penalty: 4872.924805
	Iteration 97Q: 3 clusters Score -2075307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2075317.750000 Penalty: 4872.924805
	Iteration 98Q: 3 clusters Score -2075318 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2075326.250000 Penalty: 4872.924805
	Iteration 99Q: 3 clusters Score -2075326 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2075333.875000 Penalty: 4872.924805
	Iteration 100F: 3 clusters Score -2075334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2075342.125000 Penalty: 4872.924805
	Iteration 101Q: 3 clusters Score -2075342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -2075352.125000 Penalty: 4872.924805
	Iteration 102Q: 3 clusters Score -2075352 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -2075363.250000 Penalty: 4872.924805
	Iteration 103Q: 3 clusters Score -2075363 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2075374.375000 Penalty: 4872.924805
	Iteration 104Q: 3 clusters Score -2075374 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -2075385.250000 Penalty: 4872.924805
	Iteration 105Q: 3 clusters Score -2075385 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2075396.625000 Penalty: 4872.924805
	Iteration 106Q: 3 clusters Score -2075397 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2075402.625000 Penalty: 4872.924805
	Iteration 107Q: 3 clusters Score -2075403 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2075407.375000 Penalty: 4872.924805
	Iteration 108Q: 3 clusters Score -2075407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2075412.750000 Penalty: 4872.924805
	Iteration 109Q: 3 clusters Score -2075413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2075414.625000 Penalty: 4872.924805
	Iteration 110Q: 3 clusters Score -2075415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2075415.375000 Penalty: 4872.924805
	Iteration 111Q: 3 clusters Score -2075415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -2075415.125000 Penalty: 4872.924805
	Iteration 112Q: 3 clusters Score -2075415 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2075424.375000 Penalty: 4872.924805
	Iteration 113Q: 3 clusters Score -2075424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2075426.250000 Penalty: 4872.924805
	Iteration 114Q: 3 clusters Score -2075426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2075430.125000 Penalty: 4872.924805
	Iteration 115Q: 3 clusters Score -2075430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2075430.875000 Penalty: 4872.924805
	Iteration 116Q: 3 clusters Score -2075431 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2075432.000000 Penalty: 4872.924805
	Iteration 117Q: 3 clusters Score -2075432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2075431.875000 Penalty: 4872.924805
	Iteration 118Q: 3 clusters Score -2075432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2075433.500000 Penalty: 4872.924805
	Iteration 119Q: 3 clusters Score -2075434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2075435.375000 Penalty: 4872.924805
	Iteration 120F: 3 clusters Score -2075435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2075439.875000 Penalty: 4872.924805
	Iteration 121Q: 3 clusters Score -2075440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2075440.875000 Penalty: 4872.924805
	Iteration 122Q: 3 clusters Score -2075441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2075441.250000 Penalty: 4872.924805
	Iteration 123Q: 3 clusters Score -2075441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2075441.250000 Penalty: 4872.924805
	Iteration 124F: 3 clusters Score -2075441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Entering Unmasked Estep 
Score: -4472794.000000 Penalty: 2626.067139
	Iteration 0F: 2 clusters Score -4472794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 19819 members 
Entering Unmasked Estep 
Score: -4445871.500000 Penalty: 5252.134277
	Iteration 0F: 3 clusters Score -4445872 nChanged 17995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19775 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -4456020.500000 Penalty: 5252.134277
	Iteration 1F: 3 clusters Score -4456020 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19583 members 
Mstep: Class 2 contains 20112 members 
Entering Unmasked Estep 
Score: -4456729.500000 Penalty: 5252.134277
	Iteration 2Q: 3 clusters Score -4456730 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4457717.500000 Penalty: 5252.134277
	Iteration 3Q: 3 clusters Score -4457718 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 21225 members 
Entering Unmasked Estep 
Score: -4458908.500000 Penalty: 5252.134277
	Iteration 4F: 3 clusters Score -4458908 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -4460351.500000 Penalty: 5252.134277
	Iteration 5F: 3 clusters Score -4460352 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4461750.500000 Penalty: 5252.134277
	Iteration 6F: 3 clusters Score -4461750 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -4463059.500000 Penalty: 5252.134277
	Iteration 7F: 3 clusters Score -4463060 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 26723 members 
Entering Unmasked Estep 
Score: -4464264.000000 Penalty: 5252.134277
	Iteration 8F: 3 clusters Score -4464264 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -4465309.500000 Penalty: 5252.134277
	Iteration 9Q: 3 clusters Score -4465310 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 29817 members 
Entering Unmasked Estep 
Score: -4466376.000000 Penalty: 5252.134277
	Iteration 10Q: 3 clusters Score -4466376 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 31437 members 
Entering Unmasked Estep 
Score: -4467586.500000 Penalty: 5252.134277
	Iteration 11Q: 3 clusters Score -4467586 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -4468970.500000 Penalty: 5252.134277
	Iteration 12Q: 3 clusters Score -4468970 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 34614 members 
Entering Unmasked Estep 
Score: -4470312.000000 Penalty: 5252.134277
	Iteration 13Q: 3 clusters Score -4470312 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -4471357.000000 Penalty: 5252.134277
	Iteration 14Q: 3 clusters Score -4471357 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 36606 members 
Entering Unmasked Estep 
Score: -4471958.000000 Penalty: 5252.134277
	Iteration 15Q: 3 clusters Score -4471958 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -4472291.500000 Penalty: 5252.134277
	Iteration 16Q: 3 clusters Score -4472292 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 37466 members 
Entering Unmasked Estep 
Score: -4472519.000000 Penalty: 5252.134277
	Iteration 17Q: 3 clusters Score -4472519 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 37703 members 
Entering Unmasked Estep 
Score: -4472635.500000 Penalty: 5252.134277
	Iteration 18Q: 3 clusters Score -4472636 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 37859 members 
Entering Unmasked Estep 
Score: -4472698.500000 Penalty: 5252.134277
	Iteration 19Q: 3 clusters Score -4472698 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -4472755.500000 Penalty: 5252.134277
	Iteration 20F: 3 clusters Score -4472756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -4472770.000000 Penalty: 5252.134277
	Iteration 21Q: 3 clusters Score -4472770 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38081 members 
Entering Unmasked Estep 
Score: -4472791.500000 Penalty: 5252.134277
	Iteration 22Q: 3 clusters Score -4472792 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -4472792.500000 Penalty: 5252.134277
	Iteration 23Q: 3 clusters Score -4472792 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
Score: -4472797.500000 Penalty: 5252.134277
	Iteration 24Q: 3 clusters Score -4472798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -4472809.500000 Penalty: 5252.134277
	Iteration 25Q: 3 clusters Score -4472810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 38158 members 
Entering Unmasked Estep 
Score: -4472810.000000 Penalty: 5252.134277
	Iteration 26Q: 3 clusters Score -4472810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
Score: -4472804.500000 Penalty: 5252.134277
	Iteration 27Q: 3 clusters Score -4472804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -4472800.500000 Penalty: 5252.134277
	Iteration 28Q: 3 clusters Score -4472800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -4472799.000000 Penalty: 5252.134277
	Iteration 29Q: 3 clusters Score -4472799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 38178 members 
Entering Unmasked Estep 
Score: -4472804.500000 Penalty: 5252.134277
	Iteration 30Q: 3 clusters Score -4472804 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -4472807.500000 Penalty: 5252.134277
	Iteration 31Q: 3 clusters Score -4472808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 38184 members 
Entering Unmasked Estep 
Score: -4472803.500000 Penalty: 5252.134277
	Iteration 32Q: 3 clusters Score -4472804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 38187 members 
Entering Unmasked Estep 
Score: -4472805.000000 Penalty: 5252.134277
	Iteration 33Q: 3 clusters Score -4472805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -4472807.000000 Penalty: 5252.134277
	Iteration 34Q: 3 clusters Score -4472807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4472805.500000 Penalty: 5252.134277
	Iteration 35Q: 3 clusters Score -4472806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4472801.000000 Penalty: 5252.134277
	Iteration 36Q: 3 clusters Score -4472801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -4472807.000000 Penalty: 5252.134277
	Iteration 37Q: 3 clusters Score -4472807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4472807.000000 Penalty: 5252.134277
	Iteration 38Q: 3 clusters Score -4472807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 38199 members 
Entering Unmasked Estep 
Score: -4472807.000000 Penalty: 5252.134277
	Iteration 39F: 3 clusters Score -4472807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25835 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 57093 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239350 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 1496 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 37756 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 78779 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317217 members 
Mstep: Class 21 contains 9888 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19185 members 
Mstep: Class 26 contains 198065 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 38199 members 
Entering Unmasked Estep 
Score: -161426112.000000 Penalty: 101876.304688
Splitting cluster 12 changes total score from -161427712.000000 to -161426112.000000
So it's not getting split.
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: -528489.875000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -528489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -523356.343750 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -523356.3 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -525065.312500 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -525065.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -525707.062500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -525707.1 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -526344.875000 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -526344.9 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -527016.125000 Penalty: 4330.262207
	Iteration 4F: 3 clusters Score -527016.1 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -527638.687500 Penalty: 4330.262207
	Iteration 5F: 3 clusters Score -527638.7 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -528188.250000 Penalty: 4330.262207
	Iteration 6F: 3 clusters Score -528188.2 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -528537.687500 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -528537.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -528741.812500 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -528741.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -528850.625000 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -528850.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -528899.187500 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -528899.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -528928.000000 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -528928 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -528947.625000 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -528947.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -528959.687500 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -528959.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -528966.312500 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -528966.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -528971.500000 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -528971.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -528973.187500 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -528973.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -528977.812500 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -528977.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -528980.812500 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -528980.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -528983.375000 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -528983.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -528985.312500 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -528985.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -528985.562500 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -528985.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -528986.500000 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -528986.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -528986.562500 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -528986.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -528986.562500 Penalty: 4330.262207
	Iteration 24F: 3 clusters Score -528986.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25835 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 57093 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239350 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 39695 members 
Mstep: Class 13 contains 1075 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 37756 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 78779 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317217 members 
Mstep: Class 21 contains 9888 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19185 members 
Mstep: Class 26 contains 198065 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 5113 members 
Entering Unmasked Estep 
Score: -161426672.000000 Penalty: 101876.304688
Splitting cluster 13 changes total score from -161427712.000000 to -161426672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (208561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208561 members 
Entering Unmasked Estep 
Score: -24659276.000000 Penalty: 3037.500732
	Iteration 0F: 2 clusters Score -2.465928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104377 members 
Mstep: Class 2 contains 104184 members 
Entering Unmasked Estep 
Score: -24525490.000000 Penalty: 6075.001465
	Iteration 0F: 3 clusters Score -2.452549e+07 nChanged 100677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105728 members 
Mstep: Class 2 contains 102833 members 
Entering Unmasked Estep 
Score: -24584380.000000 Penalty: 6075.001465
	Iteration 1F: 3 clusters Score -2.458438e+07 nChanged 6774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107058 members 
Mstep: Class 2 contains 101503 members 
Entering Unmasked Estep 
Score: -24586136.000000 Penalty: 6075.001465
	Iteration 2Q: 3 clusters Score -2.458614e+07 nChanged 7613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 99376 members 
Entering Unmasked Estep 
Score: -24588486.000000 Penalty: 6075.001465
	Iteration 3Q: 3 clusters Score -2.458849e+07 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112506 members 
Mstep: Class 2 contains 96055 members 
Entering Unmasked Estep 
Score: -24592048.000000 Penalty: 6075.001465
	Iteration 4Q: 3 clusters Score -2.459205e+07 nChanged 10495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117423 members 
Mstep: Class 2 contains 91138 members 
Entering Unmasked Estep 
Score: -24596966.000000 Penalty: 6075.001465
	Iteration 5F: 3 clusters Score -2.459697e+07 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124364 members 
Mstep: Class 2 contains 84197 members 
Entering Unmasked Estep 
Score: -24604444.000000 Penalty: 6075.001465
	Iteration 6F: 3 clusters Score -2.460444e+07 nChanged 14437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132775 members 
Mstep: Class 2 contains 75786 members 
Entering Unmasked Estep 
Score: -24615582.000000 Penalty: 6075.001465
	Iteration 7F: 3 clusters Score -2.461558e+07 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140727 members 
Mstep: Class 2 contains 67834 members 
Entering Unmasked Estep 
Score: -24628064.000000 Penalty: 6075.001465
	Iteration 8F: 3 clusters Score -2.462806e+07 nChanged 11931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146354 members 
Mstep: Class 2 contains 62207 members 
Entering Unmasked Estep 
Score: -24636506.000000 Penalty: 6075.001465
	Iteration 9F: 3 clusters Score -2.463651e+07 nChanged 8056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150274 members 
Mstep: Class 2 contains 58287 members 
Entering Unmasked Estep 
Score: -24640438.000000 Penalty: 6075.001465
	Iteration 10Q: 3 clusters Score -2.464044e+07 nChanged 4841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153967 members 
Mstep: Class 2 contains 54594 members 
Entering Unmasked Estep 
Score: -24642502.000000 Penalty: 6075.001465
	Iteration 11Q: 3 clusters Score -2.46425e+07 nChanged 4060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157895 members 
Mstep: Class 2 contains 50666 members 
Entering Unmasked Estep 
Score: -24644000.000000 Penalty: 6075.001465
	Iteration 12Q: 3 clusters Score -2.4644e+07 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161971 members 
Mstep: Class 2 contains 46590 members 
Entering Unmasked Estep 
Score: -24645688.000000 Penalty: 6075.001465
	Iteration 13Q: 3 clusters Score -2.464569e+07 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166172 members 
Mstep: Class 2 contains 42389 members 
Entering Unmasked Estep 
Score: -24647088.000000 Penalty: 6075.001465
	Iteration 14Q: 3 clusters Score -2.464709e+07 nChanged 4336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170494 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -24648510.000000 Penalty: 6075.001465
	Iteration 15Q: 3 clusters Score -2.464851e+07 nChanged 4456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174944 members 
Mstep: Class 2 contains 33617 members 
Entering Unmasked Estep 
Score: -24649726.000000 Penalty: 6075.001465
	Iteration 16Q: 3 clusters Score -2.464973e+07 nChanged 4429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179373 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -24651262.000000 Penalty: 6075.001465
	Iteration 17Q: 3 clusters Score -2.465126e+07 nChanged 4386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183759 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -24652616.000000 Penalty: 6075.001465
	Iteration 18Q: 3 clusters Score -2.465262e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187959 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -24653686.000000 Penalty: 6075.001465
	Iteration 19Q: 3 clusters Score -2.465369e+07 nChanged 3847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191806 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -24654792.000000 Penalty: 6075.001465
	Iteration 20F: 3 clusters Score -2.465479e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195238 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -24655560.000000 Penalty: 6075.001465
	Iteration 21Q: 3 clusters Score -2.465556e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198187 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -24655984.000000 Penalty: 6075.001465
	Iteration 22Q: 3 clusters Score -2.465598e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200631 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -24656338.000000 Penalty: 6075.001465
	Iteration 23Q: 3 clusters Score -2.465634e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202595 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -24656536.000000 Penalty: 6075.001465
	Iteration 24Q: 3 clusters Score -2.465654e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204115 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -24656692.000000 Penalty: 6075.001465
	Iteration 25Q: 3 clusters Score -2.465669e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205239 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -24656890.000000 Penalty: 6075.001465
	Iteration 26Q: 3 clusters Score -2.465689e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206076 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -24656982.000000 Penalty: 6075.001465
	Iteration 27Q: 3 clusters Score -2.465698e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206642 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -24657068.000000 Penalty: 6075.001465
	Iteration 28Q: 3 clusters Score -2.465707e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207027 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -24657134.000000 Penalty: 6075.001465
	Iteration 29Q: 3 clusters Score -2.465713e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207240 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -24657180.000000 Penalty: 6075.001465
	Iteration 30Q: 3 clusters Score -2.465718e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207383 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -24657144.000000 Penalty: 6075.001465
	Iteration 31Q: 3 clusters Score -2.465714e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207481 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -24657176.000000 Penalty: 6075.001465
	Iteration 32Q: 3 clusters Score -2.465718e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207556 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -24657202.000000 Penalty: 6075.001465
	Iteration 33Q: 3 clusters Score -2.46572e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207619 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -24657204.000000 Penalty: 6075.001465
	Iteration 34Q: 3 clusters Score -2.46572e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207662 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -24657208.000000 Penalty: 6075.001465
	Iteration 35Q: 3 clusters Score -2.465721e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207692 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -24657212.000000 Penalty: 6075.001465
	Iteration 36Q: 3 clusters Score -2.465721e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207716 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -24657212.000000 Penalty: 6075.001465
	Iteration 37Q: 3 clusters Score -2.465721e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207735 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -24657202.000000 Penalty: 6075.001465
	Iteration 38Q: 3 clusters Score -2.46572e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207747 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -24657240.000000 Penalty: 6075.001465
	Iteration 39Q: 3 clusters Score -2.465724e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207750 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -24657260.000000 Penalty: 6075.001465
	Iteration 40F: 3 clusters Score -2.465726e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207750 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -24657252.000000 Penalty: 6075.001465
	Iteration 41Q: 3 clusters Score -2.465725e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207754 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -24657286.000000 Penalty: 6075.001465
	Iteration 42Q: 3 clusters Score -2.465729e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207762 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -24657296.000000 Penalty: 6075.001465
	Iteration 43Q: 3 clusters Score -2.46573e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207772 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -24657320.000000 Penalty: 6075.001465
	Iteration 44Q: 3 clusters Score -2.465732e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207771 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -24657344.000000 Penalty: 6075.001465
	Iteration 45Q: 3 clusters Score -2.465734e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207777 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -24657326.000000 Penalty: 6075.001465
	Iteration 46Q: 3 clusters Score -2.465733e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207784 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -24657342.000000 Penalty: 6075.001465
	Iteration 47Q: 3 clusters Score -2.465734e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207793 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -24657322.000000 Penalty: 6075.001465
	Iteration 48Q: 3 clusters Score -2.465732e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207798 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -24657334.000000 Penalty: 6075.001465
	Iteration 49Q: 3 clusters Score -2.465733e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207805 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -24657312.000000 Penalty: 6075.001465
	Iteration 50Q: 3 clusters Score -2.465731e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207810 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -24657322.000000 Penalty: 6075.001465
	Iteration 51Q: 3 clusters Score -2.465732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207813 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -24657318.000000 Penalty: 6075.001465
	Iteration 52Q: 3 clusters Score -2.465732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207815 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -24657308.000000 Penalty: 6075.001465
	Iteration 53Q: 3 clusters Score -2.465731e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207817 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -24657314.000000 Penalty: 6075.001465
	Iteration 54Q: 3 clusters Score -2.465731e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207816 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -24657306.000000 Penalty: 6075.001465
	Iteration 55Q: 3 clusters Score -2.465731e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207816 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -24657306.000000 Penalty: 6075.001465
	Iteration 56F: 3 clusters Score -2.465731e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Entering Unmasked Estep 
Score: -1698034.125000 Penalty: 2391.712891
	Iteration 0F: 2 clusters Score -1698034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -1686891.375000 Penalty: 4783.425781
	Iteration 0F: 3 clusters Score -1686891 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1690587.750000 Penalty: 4783.425781
	Iteration 1F: 3 clusters Score -1690588 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -1691047.500000 Penalty: 4783.425781
	Iteration 2F: 3 clusters Score -1691048 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1691480.875000 Penalty: 4783.425781
	Iteration 3F: 3 clusters Score -1691481 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1691867.375000 Penalty: 4783.425781
	Iteration 4Q: 3 clusters Score -1691867 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1692226.875000 Penalty: 4783.425781
	Iteration 5Q: 3 clusters Score -1692227 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1692532.875000 Penalty: 4783.425781
	Iteration 6Q: 3 clusters Score -1692533 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1692783.875000 Penalty: 4783.425781
	Iteration 7Q: 3 clusters Score -1692784 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1692992.000000 Penalty: 4783.425781
	Iteration 8Q: 3 clusters Score -1692992 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1693201.375000 Penalty: 4783.425781
	Iteration 9Q: 3 clusters Score -1693201 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -1693422.500000 Penalty: 4783.425781
	Iteration 10Q: 3 clusters Score -1693422 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -1693647.625000 Penalty: 4783.425781
	Iteration 11Q: 3 clusters Score -1693648 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1693866.000000 Penalty: 4783.425781
	Iteration 12Q: 3 clusters Score -1693866 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1694064.125000 Penalty: 4783.425781
	Iteration 13Q: 3 clusters Score -1694064 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1694261.875000 Penalty: 4783.425781
	Iteration 14Q: 3 clusters Score -1694262 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -1694424.125000 Penalty: 4783.425781
	Iteration 15Q: 3 clusters Score -1694424 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1694560.125000 Penalty: 4783.425781
	Iteration 16Q: 3 clusters Score -1694560 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1694681.000000 Penalty: 4783.425781
	Iteration 17Q: 3 clusters Score -1694681 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1694785.875000 Penalty: 4783.425781
	Iteration 18Q: 3 clusters Score -1694786 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -1694869.125000 Penalty: 4783.425781
	Iteration 19Q: 3 clusters Score -1694869 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1694922.750000 Penalty: 4783.425781
	Iteration 20F: 3 clusters Score -1694923 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1694962.500000 Penalty: 4783.425781
	Iteration 21Q: 3 clusters Score -1694962 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1695012.875000 Penalty: 4783.425781
	Iteration 22Q: 3 clusters Score -1695013 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1695038.250000 Penalty: 4783.425781
	Iteration 23Q: 3 clusters Score -1695038 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1695057.125000 Penalty: 4783.425781
	Iteration 24Q: 3 clusters Score -1695057 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -1695080.750000 Penalty: 4783.425781
	Iteration 25Q: 3 clusters Score -1695081 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1695112.750000 Penalty: 4783.425781
	Iteration 26Q: 3 clusters Score -1695113 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1695128.000000 Penalty: 4783.425781
	Iteration 27Q: 3 clusters Score -1695128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1695135.500000 Penalty: 4783.425781
	Iteration 28Q: 3 clusters Score -1695136 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1695149.875000 Penalty: 4783.425781
	Iteration 29Q: 3 clusters Score -1695150 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1695163.000000 Penalty: 4783.425781
	Iteration 30Q: 3 clusters Score -1695163 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1695167.125000 Penalty: 4783.425781
	Iteration 31Q: 3 clusters Score -1695167 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1695177.500000 Penalty: 4783.425781
	Iteration 32Q: 3 clusters Score -1695178 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -1695178.875000 Penalty: 4783.425781
	Iteration 33Q: 3 clusters Score -1695179 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1695185.250000 Penalty: 4783.425781
	Iteration 34Q: 3 clusters Score -1695185 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -1695192.000000 Penalty: 4783.425781
	Iteration 35Q: 3 clusters Score -1695192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1695191.625000 Penalty: 4783.425781
	Iteration 36Q: 3 clusters Score -1695192 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1695194.000000 Penalty: 4783.425781
	Iteration 37Q: 3 clusters Score -1695194 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -1695196.750000 Penalty: 4783.425781
	Iteration 38Q: 3 clusters Score -1695197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1695201.000000 Penalty: 4783.425781
	Iteration 39Q: 3 clusters Score -1695201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -1695203.500000 Penalty: 4783.425781
	Iteration 40F: 3 clusters Score -1695204 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1695206.875000 Penalty: 4783.425781
	Iteration 41Q: 3 clusters Score -1695207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1695206.250000 Penalty: 4783.425781
	Iteration 42Q: 3 clusters Score -1695206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1695203.750000 Penalty: 4783.425781
	Iteration 43Q: 3 clusters Score -1695204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7004 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1695207.000000 Penalty: 4783.425781
	Iteration 44Q: 3 clusters Score -1695207 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1695215.250000 Penalty: 4783.425781
	Iteration 45Q: 3 clusters Score -1695215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1695222.375000 Penalty: 4783.425781
	Iteration 46Q: 3 clusters Score -1695222 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1695222.750000 Penalty: 4783.425781
	Iteration 47Q: 3 clusters Score -1695223 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1695220.000000 Penalty: 4783.425781
	Iteration 48Q: 3 clusters Score -1695220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1695222.750000 Penalty: 4783.425781
	Iteration 49Q: 3 clusters Score -1695223 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1695228.875000 Penalty: 4783.425781
	Iteration 50Q: 3 clusters Score -1695229 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1695229.125000 Penalty: 4783.425781
	Iteration 51Q: 3 clusters Score -1695229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -1695229.625000 Penalty: 4783.425781
	Iteration 52Q: 3 clusters Score -1695230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1695230.625000 Penalty: 4783.425781
	Iteration 53Q: 3 clusters Score -1695231 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1695233.500000 Penalty: 4783.425781
	Iteration 54Q: 3 clusters Score -1695234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1695235.750000 Penalty: 4783.425781
	Iteration 55Q: 3 clusters Score -1695236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -1695237.875000 Penalty: 4783.425781
	Iteration 56Q: 3 clusters Score -1695238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1695240.250000 Penalty: 4783.425781
	Iteration 57Q: 3 clusters Score -1695240 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6999 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -1695248.375000 Penalty: 4783.425781
	Iteration 58Q: 3 clusters Score -1695248 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -1695247.250000 Penalty: 4783.425781
	Iteration 59Q: 3 clusters Score -1695247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1695259.750000 Penalty: 4783.425781
	Iteration 60F: 3 clusters Score -1695260 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1695257.750000 Penalty: 4783.425781
	Iteration 61Q: 3 clusters Score -1695258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1695260.250000 Penalty: 4783.425781
	Iteration 62Q: 3 clusters Score -1695260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1695265.625000 Penalty: 4783.425781
	Iteration 63Q: 3 clusters Score -1695266 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1695269.750000 Penalty: 4783.425781
	Iteration 64Q: 3 clusters Score -1695270 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1695274.875000 Penalty: 4783.425781
	Iteration 65Q: 3 clusters Score -1695275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1695281.750000 Penalty: 4783.425781
	Iteration 66Q: 3 clusters Score -1695282 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1695285.875000 Penalty: 4783.425781
	Iteration 67Q: 3 clusters Score -1695286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -1695296.625000 Penalty: 4783.425781
	Iteration 68Q: 3 clusters Score -1695297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1695297.500000 Penalty: 4783.425781
	Iteration 69Q: 3 clusters Score -1695298 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -1695307.500000 Penalty: 4783.425781
	Iteration 70Q: 3 clusters Score -1695308 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 8643 members 
Entering Unmasked Estep 
Score: -1695314.125000 Penalty: 4783.425781
	Iteration 71Q: 3 clusters Score -1695314 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -1695319.375000 Penalty: 4783.425781
	Iteration 72Q: 3 clusters Score -1695319 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1695320.625000 Penalty: 4783.425781
	Iteration 73Q: 3 clusters Score -1695321 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1695324.875000 Penalty: 4783.425781
	Iteration 74Q: 3 clusters Score -1695325 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1695322.500000 Penalty: 4783.425781
	Iteration 75Q: 3 clusters Score -1695322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1695327.000000 Penalty: 4783.425781
	Iteration 76Q: 3 clusters Score -1695327 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -1695329.875000 Penalty: 4783.425781
	Iteration 77Q: 3 clusters Score -1695330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -1695334.750000 Penalty: 4783.425781
	Iteration 78Q: 3 clusters Score -1695335 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1695332.875000 Penalty: 4783.425781
	Iteration 79Q: 3 clusters Score -1695333 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -1695342.750000 Penalty: 4783.425781
	Iteration 80F: 3 clusters Score -1695343 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1695346.875000 Penalty: 4783.425781
	Iteration 81Q: 3 clusters Score -1695347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -1695345.125000 Penalty: 4783.425781
	Iteration 82Q: 3 clusters Score -1695345 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1695348.375000 Penalty: 4783.425781
	Iteration 83Q: 3 clusters Score -1695348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1695350.125000 Penalty: 4783.425781
	Iteration 84Q: 3 clusters Score -1695350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1695357.250000 Penalty: 4783.425781
	Iteration 85Q: 3 clusters Score -1695357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1695356.875000 Penalty: 4783.425781
	Iteration 86Q: 3 clusters Score -1695357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1695359.875000 Penalty: 4783.425781
	Iteration 87Q: 3 clusters Score -1695360 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1695360.500000 Penalty: 4783.425781
	Iteration 88Q: 3 clusters Score -1695360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1695360.750000 Penalty: 4783.425781
	Iteration 89Q: 3 clusters Score -1695361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1695361.125000 Penalty: 4783.425781
	Iteration 90Q: 3 clusters Score -1695361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1695362.000000 Penalty: 4783.425781
	Iteration 91Q: 3 clusters Score -1695362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1695362.750000 Penalty: 4783.425781
	Iteration 92Q: 3 clusters Score -1695363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1695367.500000 Penalty: 4783.425781
	Iteration 93Q: 3 clusters Score -1695368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1695365.750000 Penalty: 4783.425781
	Iteration 94Q: 3 clusters Score -1695366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1695365.750000 Penalty: 4783.425781
	Iteration 95F: 3 clusters Score -1695366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37756 members 
Entering Unmasked Estep 
Score: -4480433.500000 Penalty: 2613.646973
	Iteration 0F: 2 clusters Score -4480434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4454775.500000 Penalty: 5227.293945
	Iteration 0F: 3 clusters Score -4454776 nChanged 17156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -4464157.000000 Penalty: 5227.293945
	Iteration 1F: 3 clusters Score -4464157 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 19471 members 
Entering Unmasked Estep 
Score: -4464722.000000 Penalty: 5227.293945
	Iteration 2Q: 3 clusters Score -4464722 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -4465274.000000 Penalty: 5227.293945
	Iteration 3Q: 3 clusters Score -4465274 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -4465887.000000 Penalty: 5227.293945
	Iteration 4Q: 3 clusters Score -4465887 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 20849 members 
Entering Unmasked Estep 
Score: -4466650.500000 Penalty: 5227.293945
	Iteration 5Q: 3 clusters Score -4466650 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4467507.000000 Penalty: 5227.293945
	Iteration 6Q: 3 clusters Score -4467507 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -4468462.500000 Penalty: 5227.293945
	Iteration 7Q: 3 clusters Score -4468462 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -4469568.000000 Penalty: 5227.293945
	Iteration 8Q: 3 clusters Score -4469568 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -4470766.500000 Penalty: 5227.293945
	Iteration 9Q: 3 clusters Score -4470766 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -4471945.500000 Penalty: 5227.293945
	Iteration 10Q: 3 clusters Score -4471946 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -4472927.500000 Penalty: 5227.293945
	Iteration 11Q: 3 clusters Score -4472928 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -4473690.500000 Penalty: 5227.293945
	Iteration 12Q: 3 clusters Score -4473690 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -4474189.500000 Penalty: 5227.293945
	Iteration 13Q: 3 clusters Score -4474190 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -4474535.500000 Penalty: 5227.293945
	Iteration 14Q: 3 clusters Score -4474536 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 27645 members 
Entering Unmasked Estep 
Score: -4474780.500000 Penalty: 5227.293945
	Iteration 15Q: 3 clusters Score -4474780 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -4474995.000000 Penalty: 5227.293945
	Iteration 16Q: 3 clusters Score -4474995 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4475135.000000 Penalty: 5227.293945
	Iteration 17Q: 3 clusters Score -4475135 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -4475288.000000 Penalty: 5227.293945
	Iteration 18Q: 3 clusters Score -4475288 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 29293 members 
Entering Unmasked Estep 
Score: -4475408.500000 Penalty: 5227.293945
	Iteration 19Q: 3 clusters Score -4475408 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 29718 members 
Entering Unmasked Estep 
Score: -4475551.500000 Penalty: 5227.293945
	Iteration 20F: 3 clusters Score -4475552 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -4475696.500000 Penalty: 5227.293945
	Iteration 21Q: 3 clusters Score -4475696 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -4475826.000000 Penalty: 5227.293945
	Iteration 22Q: 3 clusters Score -4475826 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 30901 members 
Entering Unmasked Estep 
Score: -4475976.000000 Penalty: 5227.293945
	Iteration 23Q: 3 clusters Score -4475976 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -4476116.500000 Penalty: 5227.293945
	Iteration 24Q: 3 clusters Score -4476116 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 31651 members 
Entering Unmasked Estep 
Score: -4476285.000000 Penalty: 5227.293945
	Iteration 25Q: 3 clusters Score -4476285 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -4476441.000000 Penalty: 5227.293945
	Iteration 26Q: 3 clusters Score -4476441 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -4476592.500000 Penalty: 5227.293945
	Iteration 27Q: 3 clusters Score -4476592 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 32800 members 
Entering Unmasked Estep 
Score: -4476724.000000 Penalty: 5227.293945
	Iteration 28Q: 3 clusters Score -4476724 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 33129 members 
Entering Unmasked Estep 
Score: -4476851.500000 Penalty: 5227.293945
	Iteration 29Q: 3 clusters Score -4476852 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 33453 members 
Entering Unmasked Estep 
Score: -4476974.000000 Penalty: 5227.293945
	Iteration 30Q: 3 clusters Score -4476974 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -4477076.500000 Penalty: 5227.293945
	Iteration 31Q: 3 clusters Score -4477076 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -4477194.000000 Penalty: 5227.293945
	Iteration 32Q: 3 clusters Score -4477194 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 34309 members 
Entering Unmasked Estep 
Score: -4477277.000000 Penalty: 5227.293945
	Iteration 33Q: 3 clusters Score -4477277 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 34551 members 
Entering Unmasked Estep 
Score: -4477367.500000 Penalty: 5227.293945
	Iteration 34Q: 3 clusters Score -4477368 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -4477473.500000 Penalty: 5227.293945
	Iteration 35Q: 3 clusters Score -4477474 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4477552.000000 Penalty: 5227.293945
	Iteration 36Q: 3 clusters Score -4477552 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -4477611.000000 Penalty: 5227.293945
	Iteration 37Q: 3 clusters Score -4477611 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -4477665.500000 Penalty: 5227.293945
	Iteration 38Q: 3 clusters Score -4477666 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 35429 members 
Entering Unmasked Estep 
Score: -4477706.000000 Penalty: 5227.293945
	Iteration 39Q: 3 clusters Score -4477706 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 35548 members 
Entering Unmasked Estep 
Score: -4477750.000000 Penalty: 5227.293945
	Iteration 40F: 3 clusters Score -4477750 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -4477807.500000 Penalty: 5227.293945
	Iteration 41Q: 3 clusters Score -4477808 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -4477837.000000 Penalty: 5227.293945
	Iteration 42Q: 3 clusters Score -4477837 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -4477873.000000 Penalty: 5227.293945
	Iteration 43Q: 3 clusters Score -4477873 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 35949 members 
Entering Unmasked Estep 
Score: -4477901.500000 Penalty: 5227.293945
	Iteration 44Q: 3 clusters Score -4477902 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -4477934.000000 Penalty: 5227.293945
	Iteration 45Q: 3 clusters Score -4477934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -4477953.000000 Penalty: 5227.293945
	Iteration 46Q: 3 clusters Score -4477953 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36159 members 
Entering Unmasked Estep 
Score: -4477985.500000 Penalty: 5227.293945
	Iteration 47Q: 3 clusters Score -4477986 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 36222 members 
Entering Unmasked Estep 
Score: -4478012.500000 Penalty: 5227.293945
	Iteration 48Q: 3 clusters Score -4478012 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 36298 members 
Entering Unmasked Estep 
Score: -4478036.500000 Penalty: 5227.293945
	Iteration 49Q: 3 clusters Score -4478036 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -4478051.000000 Penalty: 5227.293945
	Iteration 50Q: 3 clusters Score -4478051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 36386 members 
Entering Unmasked Estep 
Score: -4478079.000000 Penalty: 5227.293945
	Iteration 51Q: 3 clusters Score -4478079 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 36427 members 
Entering Unmasked Estep 
Score: -4478088.500000 Penalty: 5227.293945
	Iteration 52Q: 3 clusters Score -4478088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 36466 members 
Entering Unmasked Estep 
Score: -4478106.000000 Penalty: 5227.293945
	Iteration 53Q: 3 clusters Score -4478106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 36489 members 
Entering Unmasked Estep 
Score: -4478121.500000 Penalty: 5227.293945
	Iteration 54Q: 3 clusters Score -4478122 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 36517 members 
Entering Unmasked Estep 
Score: -4478145.000000 Penalty: 5227.293945
	Iteration 55Q: 3 clusters Score -4478145 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4478151.000000 Penalty: 5227.293945
	Iteration 56Q: 3 clusters Score -4478151 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -4478165.000000 Penalty: 5227.293945
	Iteration 57Q: 3 clusters Score -4478165 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36580 members 
Entering Unmasked Estep 
Score: -4478171.000000 Penalty: 5227.293945
	Iteration 58Q: 3 clusters Score -4478171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 36590 members 
Entering Unmasked Estep 
Score: -4478178.500000 Penalty: 5227.293945
	Iteration 59Q: 3 clusters Score -4478178 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -4478186.500000 Penalty: 5227.293945
	Iteration 60F: 3 clusters Score -4478186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -4478197.500000 Penalty: 5227.293945
	Iteration 61Q: 3 clusters Score -4478198 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 36629 members 
Entering Unmasked Estep 
Score: -4478197.000000 Penalty: 5227.293945
	Iteration 62Q: 3 clusters Score -4478197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -4478201.500000 Penalty: 5227.293945
	Iteration 63Q: 3 clusters Score -4478202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -4478205.000000 Penalty: 5227.293945
	Iteration 64Q: 3 clusters Score -4478205 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 36658 members 
Entering Unmasked Estep 
Score: -4478206.000000 Penalty: 5227.293945
	Iteration 65Q: 3 clusters Score -4478206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 36665 members 
Entering Unmasked Estep 
Score: -4478208.500000 Penalty: 5227.293945
	Iteration 66Q: 3 clusters Score -4478208 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -4478214.500000 Penalty: 5227.293945
	Iteration 67Q: 3 clusters Score -4478214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 36686 members 
Entering Unmasked Estep 
Score: -4478219.000000 Penalty: 5227.293945
	Iteration 68Q: 3 clusters Score -4478219 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 36696 members 
Entering Unmasked Estep 
Score: -4478227.000000 Penalty: 5227.293945
	Iteration 69Q: 3 clusters Score -4478227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -4478236.500000 Penalty: 5227.293945
	Iteration 70Q: 3 clusters Score -4478236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 36727 members 
Entering Unmasked Estep 
Score: -4478242.500000 Penalty: 5227.293945
	Iteration 71Q: 3 clusters Score -4478242 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 36752 members 
Entering Unmasked Estep 
Score: -4478255.000000 Penalty: 5227.293945
	Iteration 72Q: 3 clusters Score -4478255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 36771 members 
Entering Unmasked Estep 
Score: -4478265.000000 Penalty: 5227.293945
	Iteration 73Q: 3 clusters Score -4478265 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 36785 members 
Entering Unmasked Estep 
Score: -4478276.500000 Penalty: 5227.293945
	Iteration 74Q: 3 clusters Score -4478276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -4478292.500000 Penalty: 5227.293945
	Iteration 75Q: 3 clusters Score -4478292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -4478295.000000 Penalty: 5227.293945
	Iteration 76Q: 3 clusters Score -4478295 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 36810 members 
Entering Unmasked Estep 
Score: -4478293.000000 Penalty: 5227.293945
	Iteration 77Q: 3 clusters Score -4478293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 36817 members 
Entering Unmasked Estep 
Score: -4478294.000000 Penalty: 5227.293945
	Iteration 78Q: 3 clusters Score -4478294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -4478304.000000 Penalty: 5227.293945
	Iteration 79Q: 3 clusters Score -4478304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -4478307.000000 Penalty: 5227.293945
	Iteration 80F: 3 clusters Score -4478307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -4478309.500000 Penalty: 5227.293945
	Iteration 81Q: 3 clusters Score -4478310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 36850 members 
Entering Unmasked Estep 
Score: -4478311.500000 Penalty: 5227.293945
	Iteration 82Q: 3 clusters Score -4478312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 36858 members 
Entering Unmasked Estep 
Score: -4478315.500000 Penalty: 5227.293945
	Iteration 83Q: 3 clusters Score -4478316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 36862 members 
Entering Unmasked Estep 
Score: -4478322.500000 Penalty: 5227.293945
	Iteration 84Q: 3 clusters Score -4478322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 36865 members 
Entering Unmasked Estep 
Score: -4478325.500000 Penalty: 5227.293945
	Iteration 85Q: 3 clusters Score -4478326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -4478327.000000 Penalty: 5227.293945
	Iteration 86Q: 3 clusters Score -4478327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 36869 members 
Entering Unmasked Estep 
Score: -4478328.000000 Penalty: 5227.293945
	Iteration 87Q: 3 clusters Score -4478328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -4478328.000000 Penalty: 5227.293945
	Iteration 88Q: 3 clusters Score -4478328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -4478331.000000 Penalty: 5227.293945
	Iteration 89Q: 3 clusters Score -4478331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 36870 members 
Entering Unmasked Estep 
Score: -4478331.000000 Penalty: 5227.293945
	Iteration 90F: 3 clusters Score -4478331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24844 members 
Entering Unmasked Estep 
Score: -2972115.750000 Penalty: 2509.852295
	Iteration 0F: 2 clusters Score -2972116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2954902.250000 Penalty: 5019.704590
	Iteration 0F: 3 clusters Score -2954902 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2960945.500000 Penalty: 5019.704590
	Iteration 1F: 3 clusters Score -2960946 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -2961384.750000 Penalty: 5019.704590
	Iteration 2Q: 3 clusters Score -2961385 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 14061 members 
Entering Unmasked Estep 
Score: -2961750.500000 Penalty: 5019.704590
	Iteration 3Q: 3 clusters Score -2961750 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -2962138.500000 Penalty: 5019.704590
	Iteration 4Q: 3 clusters Score -2962138 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2962596.750000 Penalty: 5019.704590
	Iteration 5Q: 3 clusters Score -2962597 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -2963278.750000 Penalty: 5019.704590
	Iteration 6Q: 3 clusters Score -2963279 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2964203.750000 Penalty: 5019.704590
	Iteration 7F: 3 clusters Score -2964204 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2965455.500000 Penalty: 5019.704590
	Iteration 8F: 3 clusters Score -2965456 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2966925.000000 Penalty: 5019.704590
	Iteration 9F: 3 clusters Score -2966925 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2968192.500000 Penalty: 5019.704590
	Iteration 10F: 3 clusters Score -2968192 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 23651 members 
Entering Unmasked Estep 
Score: -2968998.750000 Penalty: 5019.704590
	Iteration 11Q: 3 clusters Score -2968999 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 24102 members 
Entering Unmasked Estep 
Score: -2969429.500000 Penalty: 5019.704590
	Iteration 12Q: 3 clusters Score -2969430 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -2969640.000000 Penalty: 5019.704590
	Iteration 13Q: 3 clusters Score -2969640 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -2969755.250000 Penalty: 5019.704590
	Iteration 14Q: 3 clusters Score -2969755 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 24424 members 
Entering Unmasked Estep 
Score: -2969804.000000 Penalty: 5019.704590
	Iteration 15Q: 3 clusters Score -2969804 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 24451 members 
Entering Unmasked Estep 
Score: -2969846.250000 Penalty: 5019.704590
	Iteration 16Q: 3 clusters Score -2969846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -2969876.250000 Penalty: 5019.704590
	Iteration 17Q: 3 clusters Score -2969876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -2969900.250000 Penalty: 5019.704590
	Iteration 18Q: 3 clusters Score -2969900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -2969914.000000 Penalty: 5019.704590
	Iteration 19Q: 3 clusters Score -2969914 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -2969920.750000 Penalty: 5019.704590
	Iteration 20F: 3 clusters Score -2969921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2969941.500000 Penalty: 5019.704590
	Iteration 21Q: 3 clusters Score -2969942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 24495 members 
Entering Unmasked Estep 
Score: -2969959.000000 Penalty: 5019.704590
	Iteration 22Q: 3 clusters Score -2969959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24496 members 
Entering Unmasked Estep 
Score: -2969969.250000 Penalty: 5019.704590
	Iteration 23Q: 3 clusters Score -2969969 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2969971.000000 Penalty: 5019.704590
	Iteration 24Q: 3 clusters Score -2969971 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2969984.500000 Penalty: 5019.704590
	Iteration 25Q: 3 clusters Score -2969984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2969992.000000 Penalty: 5019.704590
	Iteration 26Q: 3 clusters Score -2969992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2969998.750000 Penalty: 5019.704590
	Iteration 27Q: 3 clusters Score -2969999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2970007.250000 Penalty: 5019.704590
	Iteration 28Q: 3 clusters Score -2970007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -2970011.250000 Penalty: 5019.704590
	Iteration 29Q: 3 clusters Score -2970011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2970013.250000 Penalty: 5019.704590
	Iteration 30Q: 3 clusters Score -2970013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -2970009.000000 Penalty: 5019.704590
	Iteration 31Q: 3 clusters Score -2970009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -2970013.500000 Penalty: 5019.704590
	Iteration 32Q: 3 clusters Score -2970014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2970014.500000 Penalty: 5019.704590
	Iteration 33Q: 3 clusters Score -2970014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -2970021.500000 Penalty: 5019.704590
	Iteration 34Q: 3 clusters Score -2970022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 24493 members 
Entering Unmasked Estep 
Score: -2970024.000000 Penalty: 5019.704590
	Iteration 35Q: 3 clusters Score -2970024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2970021.500000 Penalty: 5019.704590
	Iteration 36Q: 3 clusters Score -2970022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 24494 members 
Entering Unmasked Estep 
Score: -2970021.500000 Penalty: 5019.704590
	Iteration 37F: 3 clusters Score -2970022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78779 members 
Entering Unmasked Estep 
Score: -9344449.000000 Penalty: 2796.051514
	Iteration 0F: 2 clusters Score -9344449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39297 members 
Mstep: Class 2 contains 39482 members 
Entering Unmasked Estep 
Score: -9291741.000000 Penalty: 5592.103027
	Iteration 0F: 3 clusters Score -9291741 nChanged 37047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37906 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -9312784.000000 Penalty: 5592.103027
	Iteration 1F: 3 clusters Score -9312784 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37156 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -9313626.000000 Penalty: 5592.103027
	Iteration 2Q: 3 clusters Score -9313626 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36148 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -9314731.000000 Penalty: 5592.103027
	Iteration 3Q: 3 clusters Score -9314731 nChanged 3591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -9316207.000000 Penalty: 5592.103027
	Iteration 4Q: 3 clusters Score -9316207 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 46523 members 
Entering Unmasked Estep 
Score: -9318412.000000 Penalty: 5592.103027
	Iteration 5F: 3 clusters Score -9318412 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28897 members 
Mstep: Class 2 contains 49882 members 
Entering Unmasked Estep 
Score: -9321728.000000 Penalty: 5592.103027
	Iteration 6F: 3 clusters Score -9321728 nChanged 5520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 53906 members 
Entering Unmasked Estep 
Score: -9326211.000000 Penalty: 5592.103027
	Iteration 7F: 3 clusters Score -9326211 nChanged 5336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 57888 members 
Entering Unmasked Estep 
Score: -9330876.000000 Penalty: 5592.103027
	Iteration 8F: 3 clusters Score -9330876 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -9334386.000000 Penalty: 5592.103027
	Iteration 9F: 3 clusters Score -9334386 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 63066 members 
Entering Unmasked Estep 
Score: -9336333.000000 Penalty: 5592.103027
	Iteration 10Q: 3 clusters Score -9336333 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 64629 members 
Entering Unmasked Estep 
Score: -9337496.000000 Penalty: 5592.103027
	Iteration 11Q: 3 clusters Score -9337496 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 65930 members 
Entering Unmasked Estep 
Score: -9338255.000000 Penalty: 5592.103027
	Iteration 12Q: 3 clusters Score -9338255 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 67041 members 
Entering Unmasked Estep 
Score: -9338783.000000 Penalty: 5592.103027
	Iteration 13Q: 3 clusters Score -9338783 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 67987 members 
Entering Unmasked Estep 
Score: -9339190.000000 Penalty: 5592.103027
	Iteration 14Q: 3 clusters Score -9339190 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 68814 members 
Entering Unmasked Estep 
Score: -9339586.000000 Penalty: 5592.103027
	Iteration 15Q: 3 clusters Score -9339586 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 69578 members 
Entering Unmasked Estep 
Score: -9339907.000000 Penalty: 5592.103027
	Iteration 16Q: 3 clusters Score -9339907 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8522 members 
Mstep: Class 2 contains 70257 members 
Entering Unmasked Estep 
Score: -9340175.000000 Penalty: 5592.103027
	Iteration 17Q: 3 clusters Score -9340175 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 70926 members 
Entering Unmasked Estep 
Score: -9340435.000000 Penalty: 5592.103027
	Iteration 18Q: 3 clusters Score -9340435 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 71514 members 
Entering Unmasked Estep 
Score: -9340629.000000 Penalty: 5592.103027
	Iteration 19Q: 3 clusters Score -9340629 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -9340829.000000 Penalty: 5592.103027
	Iteration 20F: 3 clusters Score -9340829 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 72554 members 
Entering Unmasked Estep 
Score: -9340989.000000 Penalty: 5592.103027
	Iteration 21Q: 3 clusters Score -9340989 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 73010 members 
Entering Unmasked Estep 
Score: -9341106.000000 Penalty: 5592.103027
	Iteration 22Q: 3 clusters Score -9341106 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 73417 members 
Entering Unmasked Estep 
Score: -9341298.000000 Penalty: 5592.103027
	Iteration 23Q: 3 clusters Score -9341298 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 73789 members 
Entering Unmasked Estep 
Score: -9341427.000000 Penalty: 5592.103027
	Iteration 24Q: 3 clusters Score -9341427 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 74101 members 
Entering Unmasked Estep 
Score: -9341501.000000 Penalty: 5592.103027
	Iteration 25Q: 3 clusters Score -9341501 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 74383 members 
Entering Unmasked Estep 
Score: -9341602.000000 Penalty: 5592.103027
	Iteration 26Q: 3 clusters Score -9341602 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -9341657.000000 Penalty: 5592.103027
	Iteration 27Q: 3 clusters Score -9341657 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 74886 members 
Entering Unmasked Estep 
Score: -9341716.000000 Penalty: 5592.103027
	Iteration 28Q: 3 clusters Score -9341716 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 75100 members 
Entering Unmasked Estep 
Score: -9341795.000000 Penalty: 5592.103027
	Iteration 29Q: 3 clusters Score -9341795 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -9341896.000000 Penalty: 5592.103027
	Iteration 30Q: 3 clusters Score -9341896 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 75516 members 
Entering Unmasked Estep 
Score: -9341973.000000 Penalty: 5592.103027
	Iteration 31Q: 3 clusters Score -9341973 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 75685 members 
Entering Unmasked Estep 
Score: -9342008.000000 Penalty: 5592.103027
	Iteration 32Q: 3 clusters Score -9342008 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -9342036.000000 Penalty: 5592.103027
	Iteration 33Q: 3 clusters Score -9342036 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 75939 members 
Entering Unmasked Estep 
Score: -9342086.000000 Penalty: 5592.103027
	Iteration 34Q: 3 clusters Score -9342086 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 76038 members 
Entering Unmasked Estep 
Score: -9342100.000000 Penalty: 5592.103027
	Iteration 35Q: 3 clusters Score -9342100 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 76118 members 
Entering Unmasked Estep 
Score: -9342117.000000 Penalty: 5592.103027
	Iteration 36Q: 3 clusters Score -9342117 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 76195 members 
Entering Unmasked Estep 
Score: -9342141.000000 Penalty: 5592.103027
	Iteration 37Q: 3 clusters Score -9342141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 76271 members 
Entering Unmasked Estep 
Score: -9342165.000000 Penalty: 5592.103027
	Iteration 38Q: 3 clusters Score -9342165 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 76343 members 
Entering Unmasked Estep 
Score: -9342184.000000 Penalty: 5592.103027
	Iteration 39Q: 3 clusters Score -9342184 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 76398 members 
Entering Unmasked Estep 
Score: -9342204.000000 Penalty: 5592.103027
	Iteration 40F: 3 clusters Score -9342204 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 76447 members 
Entering Unmasked Estep 
Score: -9342217.000000 Penalty: 5592.103027
	Iteration 41Q: 3 clusters Score -9342217 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 76487 members 
Entering Unmasked Estep 
Score: -9342227.000000 Penalty: 5592.103027
	Iteration 42Q: 3 clusters Score -9342227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 76509 members 
Entering Unmasked Estep 
Score: -9342218.000000 Penalty: 5592.103027
	Iteration 43Q: 3 clusters Score -9342218 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 76532 members 
Entering Unmasked Estep 
Score: -9342221.000000 Penalty: 5592.103027
	Iteration 44Q: 3 clusters Score -9342221 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 76554 members 
Entering Unmasked Estep 
Score: -9342213.000000 Penalty: 5592.103027
	Iteration 45Q: 3 clusters Score -9342213 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 76580 members 
Entering Unmasked Estep 
Score: -9342232.000000 Penalty: 5592.103027
	Iteration 46Q: 3 clusters Score -9342232 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 76608 members 
Entering Unmasked Estep 
Score: -9342241.000000 Penalty: 5592.103027
	Iteration 47Q: 3 clusters Score -9342241 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 76628 members 
Entering Unmasked Estep 
Score: -9342257.000000 Penalty: 5592.103027
	Iteration 48Q: 3 clusters Score -9342257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 76650 members 
Entering Unmasked Estep 
Score: -9342257.000000 Penalty: 5592.103027
	Iteration 49Q: 3 clusters Score -9342257 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 76675 members 
Entering Unmasked Estep 
Score: -9342282.000000 Penalty: 5592.103027
	Iteration 50Q: 3 clusters Score -9342282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 76695 members 
Entering Unmasked Estep 
Score: -9342267.000000 Penalty: 5592.103027
	Iteration 51Q: 3 clusters Score -9342267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 76715 members 
Entering Unmasked Estep 
Score: -9342275.000000 Penalty: 5592.103027
	Iteration 52Q: 3 clusters Score -9342275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -9342269.000000 Penalty: 5592.103027
	Iteration 53Q: 3 clusters Score -9342269 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 76735 members 
Entering Unmasked Estep 
Score: -9342264.000000 Penalty: 5592.103027
	Iteration 54Q: 3 clusters Score -9342264 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 76741 members 
Entering Unmasked Estep 
Score: -9342264.000000 Penalty: 5592.103027
	Iteration 55Q: 3 clusters Score -9342264 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 76745 members 
Entering Unmasked Estep 
Score: -9342270.000000 Penalty: 5592.103027
	Iteration 56Q: 3 clusters Score -9342270 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -9342267.000000 Penalty: 5592.103027
	Iteration 57Q: 3 clusters Score -9342267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 76748 members 
Entering Unmasked Estep 
Score: -9342267.000000 Penalty: 5592.103027
	Iteration 58F: 3 clusters Score -9342267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Entering Unmasked Estep 
Score: -1329103.000000 Penalty: 2328.261719
	Iteration 0F: 2 clusters Score -1329103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -1320109.000000 Penalty: 4656.523438
	Iteration 0F: 3 clusters Score -1320109 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1322872.000000 Penalty: 4656.523438
	Iteration 1F: 3 clusters Score -1322872 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -1323322.875000 Penalty: 4656.523438
	Iteration 2F: 3 clusters Score -1323323 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1323748.875000 Penalty: 4656.523438
	Iteration 3F: 3 clusters Score -1323749 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1324160.250000 Penalty: 4656.523438
	Iteration 4F: 3 clusters Score -1324160 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1324579.625000 Penalty: 4656.523438
	Iteration 5F: 3 clusters Score -1324580 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1325000.625000 Penalty: 4656.523438
	Iteration 6F: 3 clusters Score -1325001 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1325341.375000 Penalty: 4656.523438
	Iteration 7F: 3 clusters Score -1325341 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1325626.000000 Penalty: 4656.523438
	Iteration 8Q: 3 clusters Score -1325626 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1325856.750000 Penalty: 4656.523438
	Iteration 9Q: 3 clusters Score -1325857 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 8761 members 
Entering Unmasked Estep 
Score: -1326062.375000 Penalty: 4656.523438
	Iteration 10Q: 3 clusters Score -1326062 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 9053 members 
Entering Unmasked Estep 
Score: -1326262.500000 Penalty: 4656.523438
	Iteration 11Q: 3 clusters Score -1326262 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1326451.125000 Penalty: 4656.523438
	Iteration 12Q: 3 clusters Score -1326451 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1326651.500000 Penalty: 4656.523438
	Iteration 13Q: 3 clusters Score -1326652 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -1326834.125000 Penalty: 4656.523438
	Iteration 14Q: 3 clusters Score -1326834 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -1327005.375000 Penalty: 4656.523438
	Iteration 15Q: 3 clusters Score -1327005 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1327162.500000 Penalty: 4656.523438
	Iteration 16Q: 3 clusters Score -1327162 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -1327302.375000 Penalty: 4656.523438
	Iteration 17Q: 3 clusters Score -1327302 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1327422.250000 Penalty: 4656.523438
	Iteration 18Q: 3 clusters Score -1327422 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1327492.000000 Penalty: 4656.523438
	Iteration 19Q: 3 clusters Score -1327492 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -1327539.500000 Penalty: 4656.523438
	Iteration 20F: 3 clusters Score -1327540 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -1327567.750000 Penalty: 4656.523438
	Iteration 21Q: 3 clusters Score -1327568 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 10729 members 
Entering Unmasked Estep 
Score: -1327595.625000 Penalty: 4656.523438
	Iteration 22Q: 3 clusters Score -1327596 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1327618.750000 Penalty: 4656.523438
	Iteration 23Q: 3 clusters Score -1327619 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -1327628.875000 Penalty: 4656.523438
	Iteration 24Q: 3 clusters Score -1327629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -1327636.125000 Penalty: 4656.523438
	Iteration 25Q: 3 clusters Score -1327636 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -1327653.500000 Penalty: 4656.523438
	Iteration 26Q: 3 clusters Score -1327654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1327666.500000 Penalty: 4656.523438
	Iteration 27Q: 3 clusters Score -1327666 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1327677.750000 Penalty: 4656.523438
	Iteration 28Q: 3 clusters Score -1327678 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -1327687.625000 Penalty: 4656.523438
	Iteration 29Q: 3 clusters Score -1327688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1327692.750000 Penalty: 4656.523438
	Iteration 30Q: 3 clusters Score -1327693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1327700.125000 Penalty: 4656.523438
	Iteration 31Q: 3 clusters Score -1327700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -1327705.125000 Penalty: 4656.523438
	Iteration 32Q: 3 clusters Score -1327705 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1327706.750000 Penalty: 4656.523438
	Iteration 33Q: 3 clusters Score -1327707 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 10959 members 
Entering Unmasked Estep 
Score: -1327708.750000 Penalty: 4656.523438
	Iteration 34Q: 3 clusters Score -1327709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1327712.500000 Penalty: 4656.523438
	Iteration 35Q: 3 clusters Score -1327712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -1327709.000000 Penalty: 4656.523438
	Iteration 36Q: 3 clusters Score -1327709 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1327717.375000 Penalty: 4656.523438
	Iteration 37Q: 3 clusters Score -1327717 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -1327725.500000 Penalty: 4656.523438
	Iteration 38Q: 3 clusters Score -1327726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1327730.250000 Penalty: 4656.523438
	Iteration 39Q: 3 clusters Score -1327730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1327732.000000 Penalty: 4656.523438
	Iteration 40F: 3 clusters Score -1327732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -1327736.000000 Penalty: 4656.523438
	Iteration 41Q: 3 clusters Score -1327736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1327738.250000 Penalty: 4656.523438
	Iteration 42Q: 3 clusters Score -1327738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1327740.125000 Penalty: 4656.523438
	Iteration 43Q: 3 clusters Score -1327740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1327749.250000 Penalty: 4656.523438
	Iteration 44Q: 3 clusters Score -1327749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -1327747.750000 Penalty: 4656.523438
	Iteration 45Q: 3 clusters Score -1327748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1327748.750000 Penalty: 4656.523438
	Iteration 46Q: 3 clusters Score -1327749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1327751.500000 Penalty: 4656.523438
	Iteration 47Q: 3 clusters Score -1327752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1327751.500000 Penalty: 4656.523438
	Iteration 48F: 3 clusters Score -1327752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (317217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317217 members 
Entering Unmasked Estep 
Score: -37263440.000000 Penalty: 3141.500732
	Iteration 0F: 2 clusters Score -3.726344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158878 members 
Mstep: Class 2 contains 158339 members 
Entering Unmasked Estep 
Score: -37075508.000000 Penalty: 6283.001465
	Iteration 0F: 3 clusters Score -3.707551e+07 nChanged 153876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163252 members 
Mstep: Class 2 contains 153965 members 
Entering Unmasked Estep 
Score: -37165656.000000 Penalty: 6283.001465
	Iteration 1F: 3 clusters Score -3.716566e+07 nChanged 7537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166331 members 
Mstep: Class 2 contains 150886 members 
Entering Unmasked Estep 
Score: -37166988.000000 Penalty: 6283.001465
	Iteration 2Q: 3 clusters Score -3.716699e+07 nChanged 8211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171286 members 
Mstep: Class 2 contains 145931 members 
Entering Unmasked Estep 
Score: -37168684.000000 Penalty: 6283.001465
	Iteration 3Q: 3 clusters Score -3.716868e+07 nChanged 10023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179041 members 
Mstep: Class 2 contains 138176 members 
Entering Unmasked Estep 
Score: -37171304.000000 Penalty: 6283.001465
	Iteration 4Q: 3 clusters Score -3.71713e+07 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190995 members 
Mstep: Class 2 contains 126222 members 
Entering Unmasked Estep 
Score: -37176464.000000 Penalty: 6283.001465
	Iteration 5Q: 3 clusters Score -3.717646e+07 nChanged 18352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208411 members 
Mstep: Class 2 contains 108806 members 
Entering Unmasked Estep 
Score: -37186160.000000 Penalty: 6283.001465
	Iteration 6F: 3 clusters Score -3.718616e+07 nChanged 23701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231634 members 
Mstep: Class 2 contains 85583 members 
Entering Unmasked Estep 
Score: -37202188.000000 Penalty: 6283.001465
	Iteration 7F: 3 clusters Score -3.720219e+07 nChanged 27021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258419 members 
Mstep: Class 2 contains 58798 members 
Entering Unmasked Estep 
Score: -37224656.000000 Penalty: 6283.001465
	Iteration 8F: 3 clusters Score -3.722466e+07 nChanged 24624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282973 members 
Mstep: Class 2 contains 34244 members 
Entering Unmasked Estep 
Score: -37247796.000000 Penalty: 6283.001465
	Iteration 9F: 3 clusters Score -3.72478e+07 nChanged 16716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299669 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -37261204.000000 Penalty: 6283.001465
	Iteration 10F: 3 clusters Score -3.72612e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308394 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -37261828.000000 Penalty: 6283.001465
	Iteration 11Q: 3 clusters Score -3.726183e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312201 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -37261672.000000 Penalty: 6283.001465
	Iteration 12Q: 3 clusters Score -3.726167e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314064 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -37261588.000000 Penalty: 6283.001465
	Iteration 13Q: 3 clusters Score -3.726159e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314996 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -37261508.000000 Penalty: 6283.001465
	Iteration 14Q: 3 clusters Score -3.726151e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315445 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -37261472.000000 Penalty: 6283.001465
	Iteration 15Q: 3 clusters Score -3.726147e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315684 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -37261456.000000 Penalty: 6283.001465
	Iteration 16Q: 3 clusters Score -3.726146e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315840 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -37261504.000000 Penalty: 6283.001465
	Iteration 17Q: 3 clusters Score -3.72615e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315937 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -37261536.000000 Penalty: 6283.001465
	Iteration 18Q: 3 clusters Score -3.726154e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316020 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -37261528.000000 Penalty: 6283.001465
	Iteration 19Q: 3 clusters Score -3.726153e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316078 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -37261520.000000 Penalty: 6283.001465
	Iteration 20F: 3 clusters Score -3.726152e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316108 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -37261516.000000 Penalty: 6283.001465
	Iteration 21Q: 3 clusters Score -3.726152e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316139 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -37261528.000000 Penalty: 6283.001465
	Iteration 22Q: 3 clusters Score -3.726153e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316170 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -37261544.000000 Penalty: 6283.001465
	Iteration 23Q: 3 clusters Score -3.726154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316185 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -37261528.000000 Penalty: 6283.001465
	Iteration 24Q: 3 clusters Score -3.726153e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316196 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -37261556.000000 Penalty: 6283.001465
	Iteration 25Q: 3 clusters Score -3.726156e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316206 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -37261524.000000 Penalty: 6283.001465
	Iteration 26Q: 3 clusters Score -3.726152e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316215 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -37261556.000000 Penalty: 6283.001465
	Iteration 27Q: 3 clusters Score -3.726156e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316219 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -37261552.000000 Penalty: 6283.001465
	Iteration 28Q: 3 clusters Score -3.726155e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316219 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -37261572.000000 Penalty: 6283.001465
	Iteration 29Q: 3 clusters Score -3.726157e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316223 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -37261564.000000 Penalty: 6283.001465
	Iteration 30Q: 3 clusters Score -3.726156e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316224 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -37261580.000000 Penalty: 6283.001465
	Iteration 31Q: 3 clusters Score -3.726158e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316227 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -37261608.000000 Penalty: 6283.001465
	Iteration 32Q: 3 clusters Score -3.726161e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316227 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -37261604.000000 Penalty: 6283.001465
	Iteration 33Q: 3 clusters Score -3.72616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316223 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -37261576.000000 Penalty: 6283.001465
	Iteration 34Q: 3 clusters Score -3.726158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316223 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -37261612.000000 Penalty: 6283.001465
	Iteration 35Q: 3 clusters Score -3.726161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316226 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -37261604.000000 Penalty: 6283.001465
	Iteration 36Q: 3 clusters Score -3.72616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316228 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -37261580.000000 Penalty: 6283.001465
	Iteration 37Q: 3 clusters Score -3.726158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316227 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -37261580.000000 Penalty: 6283.001465
	Iteration 38Q: 3 clusters Score -3.726158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316224 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -37261564.000000 Penalty: 6283.001465
	Iteration 39Q: 3 clusters Score -3.726156e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316224 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -37261572.000000 Penalty: 6283.001465
	Iteration 40F: 3 clusters Score -3.726157e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316225 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -37261576.000000 Penalty: 6283.001465
	Iteration 41Q: 3 clusters Score -3.726158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316227 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -37261580.000000 Penalty: 6283.001465
	Iteration 42Q: 3 clusters Score -3.726158e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316227 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -37261580.000000 Penalty: 6283.001465
	Iteration 43F: 3 clusters Score -3.726158e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Entering Unmasked Estep 
Score: -996712.375000 Penalty: 2281.371338
	Iteration 0F: 2 clusters Score -996712.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -989038.375000 Penalty: 4562.742676
	Iteration 0F: 3 clusters Score -989038.4 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -991321.187500 Penalty: 4562.742676
	Iteration 1F: 3 clusters Score -991321.2 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -991663.375000 Penalty: 4562.742676
	Iteration 2F: 3 clusters Score -991663.4 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -991950.875000 Penalty: 4562.742676
	Iteration 3F: 3 clusters Score -991950.9 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -992261.437500 Penalty: 4562.742676
	Iteration 4Q: 3 clusters Score -992261.4 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -992719.375000 Penalty: 4562.742676
	Iteration 5F: 3 clusters Score -992719.4 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -993294.187500 Penalty: 4562.742676
	Iteration 6F: 3 clusters Score -993294.2 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -993810.250000 Penalty: 4562.742676
	Iteration 7F: 3 clusters Score -993810.2 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -994266.312500 Penalty: 4562.742676
	Iteration 8F: 3 clusters Score -994266.3 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -994641.812500 Penalty: 4562.742676
	Iteration 9Q: 3 clusters Score -994641.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -994872.812500 Penalty: 4562.742676
	Iteration 10Q: 3 clusters Score -994872.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -995002.812500 Penalty: 4562.742676
	Iteration 11Q: 3 clusters Score -995002.8 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -995088.750000 Penalty: 4562.742676
	Iteration 12Q: 3 clusters Score -995088.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -995160.250000 Penalty: 4562.742676
	Iteration 13Q: 3 clusters Score -995160.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -995207.687500 Penalty: 4562.742676
	Iteration 14Q: 3 clusters Score -995207.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -995249.937500 Penalty: 4562.742676
	Iteration 15Q: 3 clusters Score -995249.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -995276.812500 Penalty: 4562.742676
	Iteration 16Q: 3 clusters Score -995276.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -995307.625000 Penalty: 4562.742676
	Iteration 17Q: 3 clusters Score -995307.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -995337.687500 Penalty: 4562.742676
	Iteration 18Q: 3 clusters Score -995337.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -995357.687500 Penalty: 4562.742676
	Iteration 19Q: 3 clusters Score -995357.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -995374.000000 Penalty: 4562.742676
	Iteration 20F: 3 clusters Score -995374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -995381.375000 Penalty: 4562.742676
	Iteration 21Q: 3 clusters Score -995381.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -995391.062500 Penalty: 4562.742676
	Iteration 22Q: 3 clusters Score -995391.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -995394.500000 Penalty: 4562.742676
	Iteration 23Q: 3 clusters Score -995394.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -995399.187500 Penalty: 4562.742676
	Iteration 24Q: 3 clusters Score -995399.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -995403.687500 Penalty: 4562.742676
	Iteration 25Q: 3 clusters Score -995403.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -995408.062500 Penalty: 4562.742676
	Iteration 26Q: 3 clusters Score -995408.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -995407.375000 Penalty: 4562.742676
	Iteration 27Q: 3 clusters Score -995407.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -995411.125000 Penalty: 4562.742676
	Iteration 28Q: 3 clusters Score -995411.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -995412.125000 Penalty: 4562.742676
	Iteration 29Q: 3 clusters Score -995412.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -995412.000000 Penalty: 4562.742676
	Iteration 30Q: 3 clusters Score -995412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -995416.000000 Penalty: 4562.742676
	Iteration 31Q: 3 clusters Score -995416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -995413.812500 Penalty: 4562.742676
	Iteration 32Q: 3 clusters Score -995413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -995415.062500 Penalty: 4562.742676
	Iteration 33Q: 3 clusters Score -995415.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -995414.375000 Penalty: 4562.742676
	Iteration 34Q: 3 clusters Score -995414.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -995414.875000 Penalty: 4562.742676
	Iteration 35Q: 3 clusters Score -995414.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -995416.562500 Penalty: 4562.742676
	Iteration 36Q: 3 clusters Score -995416.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -995416.187500 Penalty: 4562.742676
	Iteration 37Q: 3 clusters Score -995416.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -995416.187500 Penalty: 4562.742676
	Iteration 38F: 3 clusters Score -995416.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Entering Unmasked Estep 
Score: -2409121.500000 Penalty: 2474.403809
	Iteration 0F: 2 clusters Score -2409122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -2393970.500000 Penalty: 4948.807617
	Iteration 0F: 3 clusters Score -2393970 nChanged 9542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2399077.750000 Penalty: 4948.807617
	Iteration 1F: 3 clusters Score -2399078 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2399595.250000 Penalty: 4948.807617
	Iteration 2F: 3 clusters Score -2399595 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2400095.000000 Penalty: 4948.807617
	Iteration 3F: 3 clusters Score -2400095 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2400608.000000 Penalty: 4948.807617
	Iteration 4F: 3 clusters Score -2400608 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2401099.500000 Penalty: 4948.807617
	Iteration 5Q: 3 clusters Score -2401100 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11041 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2401610.500000 Penalty: 4948.807617
	Iteration 6Q: 3 clusters Score -2401610 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -2402112.750000 Penalty: 4948.807617
	Iteration 7Q: 3 clusters Score -2402113 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2402564.000000 Penalty: 4948.807617
	Iteration 8Q: 3 clusters Score -2402564 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2402912.000000 Penalty: 4948.807617
	Iteration 9Q: 3 clusters Score -2402912 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2403162.750000 Penalty: 4948.807617
	Iteration 10Q: 3 clusters Score -2403163 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -2403370.250000 Penalty: 4948.807617
	Iteration 11Q: 3 clusters Score -2403370 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -2403556.250000 Penalty: 4948.807617
	Iteration 12Q: 3 clusters Score -2403556 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -2403691.750000 Penalty: 4948.807617
	Iteration 13Q: 3 clusters Score -2403692 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11064 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -2403786.250000 Penalty: 4948.807617
	Iteration 14Q: 3 clusters Score -2403786 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11096 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2403884.000000 Penalty: 4948.807617
	Iteration 15Q: 3 clusters Score -2403884 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2403982.000000 Penalty: 4948.807617
	Iteration 16Q: 3 clusters Score -2403982 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2404097.250000 Penalty: 4948.807617
	Iteration 17Q: 3 clusters Score -2404097 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -2404224.750000 Penalty: 4948.807617
	Iteration 18Q: 3 clusters Score -2404225 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2404350.000000 Penalty: 4948.807617
	Iteration 19Q: 3 clusters Score -2404350 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2404481.500000 Penalty: 4948.807617
	Iteration 20F: 3 clusters Score -2404482 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2404594.000000 Penalty: 4948.807617
	Iteration 21Q: 3 clusters Score -2404594 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -2404682.500000 Penalty: 4948.807617
	Iteration 22Q: 3 clusters Score -2404682 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -2404749.250000 Penalty: 4948.807617
	Iteration 23Q: 3 clusters Score -2404749 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2404796.750000 Penalty: 4948.807617
	Iteration 24Q: 3 clusters Score -2404797 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 10384 members 
Entering Unmasked Estep 
Score: -2404862.000000 Penalty: 4948.807617
	Iteration 25Q: 3 clusters Score -2404862 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2404913.750000 Penalty: 4948.807617
	Iteration 26Q: 3 clusters Score -2404914 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2404963.250000 Penalty: 4948.807617
	Iteration 27Q: 3 clusters Score -2404963 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -2405026.250000 Penalty: 4948.807617
	Iteration 28Q: 3 clusters Score -2405026 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2405090.000000 Penalty: 4948.807617
	Iteration 29Q: 3 clusters Score -2405090 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2405154.500000 Penalty: 4948.807617
	Iteration 30Q: 3 clusters Score -2405154 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2405230.750000 Penalty: 4948.807617
	Iteration 31Q: 3 clusters Score -2405231 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2405298.750000 Penalty: 4948.807617
	Iteration 32Q: 3 clusters Score -2405299 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -2405356.500000 Penalty: 4948.807617
	Iteration 33Q: 3 clusters Score -2405356 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2405397.750000 Penalty: 4948.807617
	Iteration 34Q: 3 clusters Score -2405398 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2405456.750000 Penalty: 4948.807617
	Iteration 35Q: 3 clusters Score -2405457 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2405518.000000 Penalty: 4948.807617
	Iteration 36Q: 3 clusters Score -2405518 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -2405592.000000 Penalty: 4948.807617
	Iteration 37Q: 3 clusters Score -2405592 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2405644.500000 Penalty: 4948.807617
	Iteration 38Q: 3 clusters Score -2405644 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 9374 members 
Entering Unmasked Estep 
Score: -2405696.000000 Penalty: 4948.807617
	Iteration 39Q: 3 clusters Score -2405696 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 9261 members 
Entering Unmasked Estep 
Score: -2405728.250000 Penalty: 4948.807617
	Iteration 40F: 3 clusters Score -2405728 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2405761.000000 Penalty: 4948.807617
	Iteration 41Q: 3 clusters Score -2405761 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -2405808.750000 Penalty: 4948.807617
	Iteration 42Q: 3 clusters Score -2405809 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2405843.000000 Penalty: 4948.807617
	Iteration 43Q: 3 clusters Score -2405843 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -2405895.000000 Penalty: 4948.807617
	Iteration 44Q: 3 clusters Score -2405895 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12948 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -2405930.750000 Penalty: 4948.807617
	Iteration 45Q: 3 clusters Score -2405931 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2405969.000000 Penalty: 4948.807617
	Iteration 46Q: 3 clusters Score -2405969 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -2406004.000000 Penalty: 4948.807617
	Iteration 47Q: 3 clusters Score -2406004 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -2406030.750000 Penalty: 4948.807617
	Iteration 48Q: 3 clusters Score -2406031 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2406058.500000 Penalty: 4948.807617
	Iteration 49Q: 3 clusters Score -2406058 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -2406076.000000 Penalty: 4948.807617
	Iteration 50Q: 3 clusters Score -2406076 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -2406100.000000 Penalty: 4948.807617
	Iteration 51Q: 3 clusters Score -2406100 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -2406130.750000 Penalty: 4948.807617
	Iteration 52Q: 3 clusters Score -2406131 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13906 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2406149.500000 Penalty: 4948.807617
	Iteration 53Q: 3 clusters Score -2406150 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2406174.250000 Penalty: 4948.807617
	Iteration 54Q: 3 clusters Score -2406174 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2406188.250000 Penalty: 4948.807617
	Iteration 55Q: 3 clusters Score -2406188 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -2406221.750000 Penalty: 4948.807617
	Iteration 56Q: 3 clusters Score -2406222 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14414 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -2406252.250000 Penalty: 4948.807617
	Iteration 57Q: 3 clusters Score -2406252 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -2406277.750000 Penalty: 4948.807617
	Iteration 58Q: 3 clusters Score -2406278 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2406294.500000 Penalty: 4948.807617
	Iteration 59Q: 3 clusters Score -2406294 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2406318.000000 Penalty: 4948.807617
	Iteration 60F: 3 clusters Score -2406318 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -2406341.750000 Penalty: 4948.807617
	Iteration 61Q: 3 clusters Score -2406342 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2406368.000000 Penalty: 4948.807617
	Iteration 62Q: 3 clusters Score -2406368 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -2406392.250000 Penalty: 4948.807617
	Iteration 63Q: 3 clusters Score -2406392 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2406403.750000 Penalty: 4948.807617
	Iteration 64Q: 3 clusters Score -2406404 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2406427.000000 Penalty: 4948.807617
	Iteration 65Q: 3 clusters Score -2406427 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -2406442.500000 Penalty: 4948.807617
	Iteration 66Q: 3 clusters Score -2406442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2406452.750000 Penalty: 4948.807617
	Iteration 67Q: 3 clusters Score -2406453 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -2406474.500000 Penalty: 4948.807617
	Iteration 68Q: 3 clusters Score -2406474 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2406489.250000 Penalty: 4948.807617
	Iteration 69Q: 3 clusters Score -2406489 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15753 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2406503.750000 Penalty: 4948.807617
	Iteration 70Q: 3 clusters Score -2406504 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -2406517.500000 Penalty: 4948.807617
	Iteration 71Q: 3 clusters Score -2406518 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15927 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -2406539.500000 Penalty: 4948.807617
	Iteration 72Q: 3 clusters Score -2406540 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16017 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -2406560.750000 Penalty: 4948.807617
	Iteration 73Q: 3 clusters Score -2406561 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2406575.750000 Penalty: 4948.807617
	Iteration 74Q: 3 clusters Score -2406576 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2406598.500000 Penalty: 4948.807617
	Iteration 75Q: 3 clusters Score -2406598 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2406600.250000 Penalty: 4948.807617
	Iteration 76Q: 3 clusters Score -2406600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -2406611.750000 Penalty: 4948.807617
	Iteration 77Q: 3 clusters Score -2406612 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -2406612.000000 Penalty: 4948.807617
	Iteration 78Q: 3 clusters Score -2406612 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -2406628.000000 Penalty: 4948.807617
	Iteration 79Q: 3 clusters Score -2406628 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2406626.750000 Penalty: 4948.807617
	Iteration 80F: 3 clusters Score -2406627 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2406640.000000 Penalty: 4948.807617
	Iteration 81Q: 3 clusters Score -2406640 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2406651.500000 Penalty: 4948.807617
	Iteration 82Q: 3 clusters Score -2406652 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -2406658.250000 Penalty: 4948.807617
	Iteration 83Q: 3 clusters Score -2406658 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2406657.250000 Penalty: 4948.807617
	Iteration 84Q: 3 clusters Score -2406657 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2406660.250000 Penalty: 4948.807617
	Iteration 85Q: 3 clusters Score -2406660 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2406664.750000 Penalty: 4948.807617
	Iteration 86Q: 3 clusters Score -2406665 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -2406670.250000 Penalty: 4948.807617
	Iteration 87Q: 3 clusters Score -2406670 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2406670.750000 Penalty: 4948.807617
	Iteration 88Q: 3 clusters Score -2406671 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16790 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -2406682.000000 Penalty: 4948.807617
	Iteration 89Q: 3 clusters Score -2406682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -2406683.500000 Penalty: 4948.807617
	Iteration 90Q: 3 clusters Score -2406684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2406676.250000 Penalty: 4948.807617
	Iteration 91Q: 3 clusters Score -2406676 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2406679.750000 Penalty: 4948.807617
	Iteration 92Q: 3 clusters Score -2406680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -2406684.250000 Penalty: 4948.807617
	Iteration 93Q: 3 clusters Score -2406684 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -2406686.250000 Penalty: 4948.807617
	Iteration 94Q: 3 clusters Score -2406686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16887 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -2406689.250000 Penalty: 4948.807617
	Iteration 95Q: 3 clusters Score -2406689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2406688.250000 Penalty: 4948.807617
	Iteration 96Q: 3 clusters Score -2406688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2406685.500000 Penalty: 4948.807617
	Iteration 97Q: 3 clusters Score -2406686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2406685.250000 Penalty: 4948.807617
	Iteration 98Q: 3 clusters Score -2406685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16929 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2406691.750000 Penalty: 4948.807617
	Iteration 99Q: 3 clusters Score -2406692 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -2406692.500000 Penalty: 4948.807617
	Iteration 100F: 3 clusters Score -2406692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2406690.500000 Penalty: 4948.807617
	Iteration 101Q: 3 clusters Score -2406690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2406692.500000 Penalty: 4948.807617
	Iteration 102Q: 3 clusters Score -2406692 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2406689.250000 Penalty: 4948.807617
	Iteration 103Q: 3 clusters Score -2406689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -2406689.000000 Penalty: 4948.807617
	Iteration 104Q: 3 clusters Score -2406689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2406687.750000 Penalty: 4948.807617
	Iteration 105Q: 3 clusters Score -2406688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2406690.000000 Penalty: 4948.807617
	Iteration 106Q: 3 clusters Score -2406690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -2406693.750000 Penalty: 4948.807617
	Iteration 107Q: 3 clusters Score -2406694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2406694.500000 Penalty: 4948.807617
	Iteration 108Q: 3 clusters Score -2406694 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2406693.000000 Penalty: 4948.807617
	Iteration 109Q: 3 clusters Score -2406693 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2406692.000000 Penalty: 4948.807617
	Iteration 110Q: 3 clusters Score -2406692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16995 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -2406696.500000 Penalty: 4948.807617
	Iteration 111Q: 3 clusters Score -2406696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2406696.000000 Penalty: 4948.807617
	Iteration 112Q: 3 clusters Score -2406696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -2406694.500000 Penalty: 4948.807617
	Iteration 113Q: 3 clusters Score -2406694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -2406695.250000 Penalty: 4948.807617
	Iteration 114Q: 3 clusters Score -2406695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2406693.000000 Penalty: 4948.807617
	Iteration 115Q: 3 clusters Score -2406693 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -2406693.000000 Penalty: 4948.807617
	Iteration 116F: 3 clusters Score -2406693 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -71591.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -71591.87 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 362 members 
Entering Unmasked Estep 
Score: -69872.828125 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -69872.83 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -70325.593750 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -70325.59 nChanged 83
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: -70738.382812 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -70738.38 nChanged 71
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: -71237.000000 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -71237 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71646.625000 Penalty: 3273.535889
	Iteration 4F: 3 clusters Score -71646.62 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72028.664062 Penalty: 3273.535889
	Iteration 5Q: 3 clusters Score -72028.66 nChanged 15
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: -72267.398438 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -72267.4 nChanged 14
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: -72393.945312 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -72393.95 nChanged 15
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: -72506.296875 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -72506.3 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: -72732.109375 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -72732.11 nChanged 7
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: -73095.625000 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -73095.62 nChanged 2
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: -73104.945312 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -73104.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73107.703125 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -73107.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -73107.703125 Penalty: 3273.535889
	Iteration 13F: 3 clusters Score -73107.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25835 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 57093 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239350 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 39695 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 37756 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 78779 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317217 members 
Mstep: Class 21 contains 9888 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19185 members 
Mstep: Class 26 contains 198065 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 299 members 
Entering Unmasked Estep 
Score: -161426608.000000 Penalty: 101876.304688
Splitting cluster 23 changes total score from -161427712.000000 to -161426608.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (4998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Entering Unmasked Estep 
Score: -429386.843750 Penalty: 2112.164795
	Iteration 0F: 2 clusters Score -429386.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -424942.500000 Penalty: 4224.329590
	Iteration 0F: 3 clusters Score -424942.5 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -426092.593750 Penalty: 4224.329590
	Iteration 1F: 3 clusters Score -426092.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -426356.000000 Penalty: 4224.329590
	Iteration 2F: 3 clusters Score -426356 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -426523.531250 Penalty: 4224.329590
	Iteration 3F: 3 clusters Score -426523.5 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -426662.500000 Penalty: 4224.329590
	Iteration 4Q: 3 clusters Score -426662.5 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -426817.937500 Penalty: 4224.329590
	Iteration 5Q: 3 clusters Score -426817.9 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -426976.312500 Penalty: 4224.329590
	Iteration 6Q: 3 clusters Score -426976.3 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -427149.906250 Penalty: 4224.329590
	Iteration 7Q: 3 clusters Score -427149.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -427376.968750 Penalty: 4224.329590
	Iteration 8Q: 3 clusters Score -427377 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -427692.156250 Penalty: 4224.329590
	Iteration 9F: 3 clusters Score -427692.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -427977.656250 Penalty: 4224.329590
	Iteration 10F: 3 clusters Score -427977.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -428168.562500 Penalty: 4224.329590
	Iteration 11Q: 3 clusters Score -428168.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -428322.312500 Penalty: 4224.329590
	Iteration 12Q: 3 clusters Score -428322.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -428441.500000 Penalty: 4224.329590
	Iteration 13Q: 3 clusters Score -428441.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -428529.593750 Penalty: 4224.329590
	Iteration 14Q: 3 clusters Score -428529.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -428615.843750 Penalty: 4224.329590
	Iteration 15Q: 3 clusters Score -428615.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -428712.531250 Penalty: 4224.329590
	Iteration 16Q: 3 clusters Score -428712.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -428782.812500 Penalty: 4224.329590
	Iteration 17Q: 3 clusters Score -428782.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -428831.781250 Penalty: 4224.329590
	Iteration 18Q: 3 clusters Score -428831.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -428860.125000 Penalty: 4224.329590
	Iteration 19Q: 3 clusters Score -428860.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -428879.218750 Penalty: 4224.329590
	Iteration 20F: 3 clusters Score -428879.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -428894.375000 Penalty: 4224.329590
	Iteration 21Q: 3 clusters Score -428894.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -428901.843750 Penalty: 4224.329590
	Iteration 22Q: 3 clusters Score -428901.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -428903.031250 Penalty: 4224.329590
	Iteration 23Q: 3 clusters Score -428903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -428905.906250 Penalty: 4224.329590
	Iteration 24Q: 3 clusters Score -428905.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -428907.812500 Penalty: 4224.329590
	Iteration 25Q: 3 clusters Score -428907.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -428909.156250 Penalty: 4224.329590
	Iteration 26Q: 3 clusters Score -428909.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -428913.750000 Penalty: 4224.329590
	Iteration 27Q: 3 clusters Score -428913.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -428915.625000 Penalty: 4224.329590
	Iteration 28Q: 3 clusters Score -428915.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -428917.812500 Penalty: 4224.329590
	Iteration 29Q: 3 clusters Score -428917.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -428917.468750 Penalty: 4224.329590
	Iteration 30Q: 3 clusters Score -428917.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -428918.156250 Penalty: 4224.329590
	Iteration 31Q: 3 clusters Score -428918.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -428918.781250 Penalty: 4224.329590
	Iteration 32Q: 3 clusters Score -428918.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -428919.250000 Penalty: 4224.329590
	Iteration 33Q: 3 clusters Score -428919.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -428919.250000 Penalty: 4224.329590
	Iteration 34F: 3 clusters Score -428919.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Entering Unmasked Estep 
Score: -2303157.500000 Penalty: 2445.747314
	Iteration 0F: 2 clusters Score -2303158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2289596.750000 Penalty: 4891.494629
	Iteration 0F: 3 clusters Score -2289597 nChanged 8435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2294174.250000 Penalty: 4891.494629
	Iteration 1F: 3 clusters Score -2294174 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -2294503.000000 Penalty: 4891.494629
	Iteration 2F: 3 clusters Score -2294503 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -2294816.750000 Penalty: 4891.494629
	Iteration 3Q: 3 clusters Score -2294817 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2295083.250000 Penalty: 4891.494629
	Iteration 4Q: 3 clusters Score -2295083 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2295364.250000 Penalty: 4891.494629
	Iteration 5Q: 3 clusters Score -2295364 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -2295642.250000 Penalty: 4891.494629
	Iteration 6Q: 3 clusters Score -2295642 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2295931.500000 Penalty: 4891.494629
	Iteration 7Q: 3 clusters Score -2295932 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -2296247.500000 Penalty: 4891.494629
	Iteration 8Q: 3 clusters Score -2296248 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2296574.000000 Penalty: 4891.494629
	Iteration 9Q: 3 clusters Score -2296574 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -2296898.000000 Penalty: 4891.494629
	Iteration 10Q: 3 clusters Score -2296898 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2297282.500000 Penalty: 4891.494629
	Iteration 11Q: 3 clusters Score -2297282 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2297662.000000 Penalty: 4891.494629
	Iteration 12Q: 3 clusters Score -2297662 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2298024.750000 Penalty: 4891.494629
	Iteration 13Q: 3 clusters Score -2298025 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 11904 members 
Entering Unmasked Estep 
Score: -2298304.500000 Penalty: 4891.494629
	Iteration 14Q: 3 clusters Score -2298304 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -2298549.250000 Penalty: 4891.494629
	Iteration 15Q: 3 clusters Score -2298549 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2298700.500000 Penalty: 4891.494629
	Iteration 16Q: 3 clusters Score -2298700 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 12149 members 
Entering Unmasked Estep 
Score: -2298812.250000 Penalty: 4891.494629
	Iteration 17Q: 3 clusters Score -2298812 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -2298871.500000 Penalty: 4891.494629
	Iteration 18Q: 3 clusters Score -2298872 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2298922.250000 Penalty: 4891.494629
	Iteration 19Q: 3 clusters Score -2298922 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2298950.750000 Penalty: 4891.494629
	Iteration 20F: 3 clusters Score -2298951 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -2298975.750000 Penalty: 4891.494629
	Iteration 21Q: 3 clusters Score -2298976 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2299002.250000 Penalty: 4891.494629
	Iteration 22Q: 3 clusters Score -2299002 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -2299034.750000 Penalty: 4891.494629
	Iteration 23Q: 3 clusters Score -2299035 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 12571 members 
Entering Unmasked Estep 
Score: -2299055.750000 Penalty: 4891.494629
	Iteration 24Q: 3 clusters Score -2299056 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -2299065.750000 Penalty: 4891.494629
	Iteration 25Q: 3 clusters Score -2299066 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -2299093.500000 Penalty: 4891.494629
	Iteration 26Q: 3 clusters Score -2299094 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -2299112.500000 Penalty: 4891.494629
	Iteration 27Q: 3 clusters Score -2299112 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -2299127.750000 Penalty: 4891.494629
	Iteration 28Q: 3 clusters Score -2299128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -2299138.500000 Penalty: 4891.494629
	Iteration 29Q: 3 clusters Score -2299138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -2299145.000000 Penalty: 4891.494629
	Iteration 30Q: 3 clusters Score -2299145 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -2299158.250000 Penalty: 4891.494629
	Iteration 31Q: 3 clusters Score -2299158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -2299168.500000 Penalty: 4891.494629
	Iteration 32Q: 3 clusters Score -2299168 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2299185.750000 Penalty: 4891.494629
	Iteration 33Q: 3 clusters Score -2299186 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2299201.500000 Penalty: 4891.494629
	Iteration 34Q: 3 clusters Score -2299202 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2299214.250000 Penalty: 4891.494629
	Iteration 35Q: 3 clusters Score -2299214 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -2299227.250000 Penalty: 4891.494629
	Iteration 36Q: 3 clusters Score -2299227 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -2299239.000000 Penalty: 4891.494629
	Iteration 37Q: 3 clusters Score -2299239 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -2299250.250000 Penalty: 4891.494629
	Iteration 38Q: 3 clusters Score -2299250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2299259.250000 Penalty: 4891.494629
	Iteration 39Q: 3 clusters Score -2299259 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2299271.750000 Penalty: 4891.494629
	Iteration 40F: 3 clusters Score -2299272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2299274.750000 Penalty: 4891.494629
	Iteration 41Q: 3 clusters Score -2299275 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 13666 members 
Entering Unmasked Estep 
Score: -2299289.000000 Penalty: 4891.494629
	Iteration 42Q: 3 clusters Score -2299289 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -2299290.000000 Penalty: 4891.494629
	Iteration 43Q: 3 clusters Score -2299290 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -2299308.750000 Penalty: 4891.494629
	Iteration 44Q: 3 clusters Score -2299309 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -2299317.750000 Penalty: 4891.494629
	Iteration 45Q: 3 clusters Score -2299318 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 13904 members 
Entering Unmasked Estep 
Score: -2299332.750000 Penalty: 4891.494629
	Iteration 46Q: 3 clusters Score -2299333 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2299349.000000 Penalty: 4891.494629
	Iteration 47Q: 3 clusters Score -2299349 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -2299361.000000 Penalty: 4891.494629
	Iteration 48Q: 3 clusters Score -2299361 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -2299369.000000 Penalty: 4891.494629
	Iteration 49Q: 3 clusters Score -2299369 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -2299380.750000 Penalty: 4891.494629
	Iteration 50Q: 3 clusters Score -2299381 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -2299398.500000 Penalty: 4891.494629
	Iteration 51Q: 3 clusters Score -2299398 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2299414.500000 Penalty: 4891.494629
	Iteration 52Q: 3 clusters Score -2299414 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2299425.750000 Penalty: 4891.494629
	Iteration 53Q: 3 clusters Score -2299426 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2299445.000000 Penalty: 4891.494629
	Iteration 54Q: 3 clusters Score -2299445 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -2299456.250000 Penalty: 4891.494629
	Iteration 55Q: 3 clusters Score -2299456 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 14683 members 
Entering Unmasked Estep 
Score: -2299482.000000 Penalty: 4891.494629
	Iteration 56Q: 3 clusters Score -2299482 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2299495.750000 Penalty: 4891.494629
	Iteration 57Q: 3 clusters Score -2299496 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2299513.250000 Penalty: 4891.494629
	Iteration 58Q: 3 clusters Score -2299513 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -2299541.000000 Penalty: 4891.494629
	Iteration 59Q: 3 clusters Score -2299541 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -2299559.250000 Penalty: 4891.494629
	Iteration 60F: 3 clusters Score -2299559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2299581.750000 Penalty: 4891.494629
	Iteration 61Q: 3 clusters Score -2299582 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -2299603.750000 Penalty: 4891.494629
	Iteration 62Q: 3 clusters Score -2299604 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2299625.500000 Penalty: 4891.494629
	Iteration 63Q: 3 clusters Score -2299626 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2299648.000000 Penalty: 4891.494629
	Iteration 64Q: 3 clusters Score -2299648 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2299672.000000 Penalty: 4891.494629
	Iteration 65Q: 3 clusters Score -2299672 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -2299685.250000 Penalty: 4891.494629
	Iteration 66Q: 3 clusters Score -2299685 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -2299716.000000 Penalty: 4891.494629
	Iteration 67Q: 3 clusters Score -2299716 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2299753.750000 Penalty: 4891.494629
	Iteration 68Q: 3 clusters Score -2299754 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2299797.500000 Penalty: 4891.494629
	Iteration 69Q: 3 clusters Score -2299798 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2299842.000000 Penalty: 4891.494629
	Iteration 70Q: 3 clusters Score -2299842 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -2299908.750000 Penalty: 4891.494629
	Iteration 71Q: 3 clusters Score -2299909 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -2299977.000000 Penalty: 4891.494629
	Iteration 72Q: 3 clusters Score -2299977 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -2300056.750000 Penalty: 4891.494629
	Iteration 73Q: 3 clusters Score -2300057 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2300131.500000 Penalty: 4891.494629
	Iteration 74Q: 3 clusters Score -2300132 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -2300208.500000 Penalty: 4891.494629
	Iteration 75Q: 3 clusters Score -2300208 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2300278.000000 Penalty: 4891.494629
	Iteration 76Q: 3 clusters Score -2300278 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2300346.750000 Penalty: 4891.494629
	Iteration 77Q: 3 clusters Score -2300347 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -2300402.000000 Penalty: 4891.494629
	Iteration 78Q: 3 clusters Score -2300402 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -2300463.250000 Penalty: 4891.494629
	Iteration 79Q: 3 clusters Score -2300463 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2300525.000000 Penalty: 4891.494629
	Iteration 80F: 3 clusters Score -2300525 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2300585.250000 Penalty: 4891.494629
	Iteration 81Q: 3 clusters Score -2300585 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2300632.750000 Penalty: 4891.494629
	Iteration 82Q: 3 clusters Score -2300633 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2300669.250000 Penalty: 4891.494629
	Iteration 83Q: 3 clusters Score -2300669 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2300720.250000 Penalty: 4891.494629
	Iteration 84Q: 3 clusters Score -2300720 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2300768.750000 Penalty: 4891.494629
	Iteration 85Q: 3 clusters Score -2300769 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2300803.250000 Penalty: 4891.494629
	Iteration 86Q: 3 clusters Score -2300803 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18170 members 
Entering Unmasked Estep 
Score: -2300838.000000 Penalty: 4891.494629
	Iteration 87Q: 3 clusters Score -2300838 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2300869.250000 Penalty: 4891.494629
	Iteration 88Q: 3 clusters Score -2300869 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2300885.500000 Penalty: 4891.494629
	Iteration 89Q: 3 clusters Score -2300886 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2300914.250000 Penalty: 4891.494629
	Iteration 90Q: 3 clusters Score -2300914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2300943.750000 Penalty: 4891.494629
	Iteration 91Q: 3 clusters Score -2300944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2300961.000000 Penalty: 4891.494629
	Iteration 92Q: 3 clusters Score -2300961 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2300989.500000 Penalty: 4891.494629
	Iteration 93Q: 3 clusters Score -2300990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2301003.250000 Penalty: 4891.494629
	Iteration 94Q: 3 clusters Score -2301003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -2301033.500000 Penalty: 4891.494629
	Iteration 95Q: 3 clusters Score -2301034 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2301049.250000 Penalty: 4891.494629
	Iteration 96Q: 3 clusters Score -2301049 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2301057.000000 Penalty: 4891.494629
	Iteration 97Q: 3 clusters Score -2301057 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2301063.250000 Penalty: 4891.494629
	Iteration 98Q: 3 clusters Score -2301063 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2301065.500000 Penalty: 4891.494629
	Iteration 99Q: 3 clusters Score -2301066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2301067.500000 Penalty: 4891.494629
	Iteration 100F: 3 clusters Score -2301068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2301070.750000 Penalty: 4891.494629
	Iteration 101Q: 3 clusters Score -2301071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2301071.000000 Penalty: 4891.494629
	Iteration 102Q: 3 clusters Score -2301071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2301069.000000 Penalty: 4891.494629
	Iteration 103Q: 3 clusters Score -2301069 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -2301073.000000 Penalty: 4891.494629
	Iteration 104Q: 3 clusters Score -2301073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 18502 members 
Entering Unmasked Estep 
Score: -2301075.000000 Penalty: 4891.494629
	Iteration 105Q: 3 clusters Score -2301075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2301081.500000 Penalty: 4891.494629
	Iteration 106Q: 3 clusters Score -2301082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2301084.000000 Penalty: 4891.494629
	Iteration 107Q: 3 clusters Score -2301084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2301085.250000 Penalty: 4891.494629
	Iteration 108Q: 3 clusters Score -2301085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -2301088.500000 Penalty: 4891.494629
	Iteration 109Q: 3 clusters Score -2301088 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18508 members 
Entering Unmasked Estep 
Score: -2301087.750000 Penalty: 4891.494629
	Iteration 110Q: 3 clusters Score -2301088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2301088.250000 Penalty: 4891.494629
	Iteration 111Q: 3 clusters Score -2301088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2301086.750000 Penalty: 4891.494629
	Iteration 112Q: 3 clusters Score -2301087 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2301086.750000 Penalty: 4891.494629
	Iteration 113Q: 3 clusters Score -2301087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2301090.250000 Penalty: 4891.494629
	Iteration 114Q: 3 clusters Score -2301090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2301095.500000 Penalty: 4891.494629
	Iteration 115Q: 3 clusters Score -2301096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2301099.250000 Penalty: 4891.494629
	Iteration 116Q: 3 clusters Score -2301099 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2301104.000000 Penalty: 4891.494629
	Iteration 117Q: 3 clusters Score -2301104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2301107.000000 Penalty: 4891.494629
	Iteration 118Q: 3 clusters Score -2301107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -2301106.750000 Penalty: 4891.494629
	Iteration 119Q: 3 clusters Score -2301107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2301107.000000 Penalty: 4891.494629
	Iteration 120F: 3 clusters Score -2301107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (198065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198065 members 
Entering Unmasked Estep 
Score: -23242842.000000 Penalty: 3024.694824
	Iteration 0F: 2 clusters Score -2.324284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99295 members 
Mstep: Class 2 contains 98770 members 
Entering Unmasked Estep 
Score: -23114414.000000 Penalty: 6049.389648
	Iteration 0F: 3 clusters Score -2.311441e+07 nChanged 94863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102688 members 
Mstep: Class 2 contains 95377 members 
Entering Unmasked Estep 
Score: -23170638.000000 Penalty: 6049.389648
	Iteration 1F: 3 clusters Score -2.317064e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104489 members 
Mstep: Class 2 contains 93576 members 
Entering Unmasked Estep 
Score: -23171846.000000 Penalty: 6049.389648
	Iteration 2Q: 3 clusters Score -2.317185e+07 nChanged 6163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107134 members 
Mstep: Class 2 contains 90931 members 
Entering Unmasked Estep 
Score: -23173690.000000 Penalty: 6049.389648
	Iteration 3Q: 3 clusters Score -2.317369e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110877 members 
Mstep: Class 2 contains 87188 members 
Entering Unmasked Estep 
Score: -23176416.000000 Penalty: 6049.389648
	Iteration 4Q: 3 clusters Score -2.317642e+07 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116037 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -23181036.000000 Penalty: 6049.389648
	Iteration 5Q: 3 clusters Score -2.318104e+07 nChanged 10223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122654 members 
Mstep: Class 2 contains 75411 members 
Entering Unmasked Estep 
Score: -23188258.000000 Penalty: 6049.389648
	Iteration 6F: 3 clusters Score -2.318826e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130153 members 
Mstep: Class 2 contains 67912 members 
Entering Unmasked Estep 
Score: -23197570.000000 Penalty: 6049.389648
	Iteration 7F: 3 clusters Score -2.319757e+07 nChanged 12412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137475 members 
Mstep: Class 2 contains 60590 members 
Entering Unmasked Estep 
Score: -23207872.000000 Penalty: 6049.389648
	Iteration 8F: 3 clusters Score -2.320787e+07 nChanged 11533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143526 members 
Mstep: Class 2 contains 54539 members 
Entering Unmasked Estep 
Score: -23216358.000000 Penalty: 6049.389648
	Iteration 9F: 3 clusters Score -2.321636e+07 nChanged 9361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148231 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -23221982.000000 Penalty: 6049.389648
	Iteration 10Q: 3 clusters Score -2.322198e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152100 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -23224732.000000 Penalty: 6049.389648
	Iteration 11Q: 3 clusters Score -2.322473e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155254 members 
Mstep: Class 2 contains 42811 members 
Entering Unmasked Estep 
Score: -23226262.000000 Penalty: 6049.389648
	Iteration 12Q: 3 clusters Score -2.322626e+07 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158133 members 
Mstep: Class 2 contains 39932 members 
Entering Unmasked Estep 
Score: -23227336.000000 Penalty: 6049.389648
	Iteration 13Q: 3 clusters Score -2.322734e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160627 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -23228218.000000 Penalty: 6049.389648
	Iteration 14Q: 3 clusters Score -2.322822e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163006 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -23228918.000000 Penalty: 6049.389648
	Iteration 15Q: 3 clusters Score -2.322892e+07 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165317 members 
Mstep: Class 2 contains 32748 members 
Entering Unmasked Estep 
Score: -23229656.000000 Penalty: 6049.389648
	Iteration 16Q: 3 clusters Score -2.322966e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 30556 members 
Entering Unmasked Estep 
Score: -23230394.000000 Penalty: 6049.389648
	Iteration 17Q: 3 clusters Score -2.323039e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169506 members 
Mstep: Class 2 contains 28559 members 
Entering Unmasked Estep 
Score: -23230910.000000 Penalty: 6049.389648
	Iteration 18Q: 3 clusters Score -2.323091e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -23231502.000000 Penalty: 6049.389648
	Iteration 19Q: 3 clusters Score -2.32315e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173139 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -23232038.000000 Penalty: 6049.389648
	Iteration 20F: 3 clusters Score -2.323204e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174714 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -23232358.000000 Penalty: 6049.389648
	Iteration 21Q: 3 clusters Score -2.323236e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176140 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -23232728.000000 Penalty: 6049.389648
	Iteration 22Q: 3 clusters Score -2.323273e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177466 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -23233116.000000 Penalty: 6049.389648
	Iteration 23Q: 3 clusters Score -2.323312e+07 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178756 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -23233566.000000 Penalty: 6049.389648
	Iteration 24Q: 3 clusters Score -2.323357e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179963 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -23234022.000000 Penalty: 6049.389648
	Iteration 25Q: 3 clusters Score -2.323402e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181054 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -23234354.000000 Penalty: 6049.389648
	Iteration 26Q: 3 clusters Score -2.323435e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182072 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -23234740.000000 Penalty: 6049.389648
	Iteration 27Q: 3 clusters Score -2.323474e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182971 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -23235062.000000 Penalty: 6049.389648
	Iteration 28Q: 3 clusters Score -2.323506e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183832 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -23235358.000000 Penalty: 6049.389648
	Iteration 29Q: 3 clusters Score -2.323536e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184617 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -23235668.000000 Penalty: 6049.389648
	Iteration 30Q: 3 clusters Score -2.323567e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185375 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -23235934.000000 Penalty: 6049.389648
	Iteration 31Q: 3 clusters Score -2.323593e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186079 members 
Mstep: Class 2 contains 11986 members 
Entering Unmasked Estep 
Score: -23236270.000000 Penalty: 6049.389648
	Iteration 32Q: 3 clusters Score -2.323627e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186749 members 
Mstep: Class 2 contains 11316 members 
Entering Unmasked Estep 
Score: -23236574.000000 Penalty: 6049.389648
	Iteration 33Q: 3 clusters Score -2.323657e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187384 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -23236838.000000 Penalty: 6049.389648
	Iteration 34Q: 3 clusters Score -2.323684e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187982 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -23237090.000000 Penalty: 6049.389648
	Iteration 35Q: 3 clusters Score -2.323709e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188519 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -23237178.000000 Penalty: 6049.389648
	Iteration 36Q: 3 clusters Score -2.323718e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188990 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -23237312.000000 Penalty: 6049.389648
	Iteration 37Q: 3 clusters Score -2.323731e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189427 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -23237494.000000 Penalty: 6049.389648
	Iteration 38Q: 3 clusters Score -2.323749e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189825 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -23237638.000000 Penalty: 6049.389648
	Iteration 39Q: 3 clusters Score -2.323764e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190189 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -23237716.000000 Penalty: 6049.389648
	Iteration 40F: 3 clusters Score -2.323772e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190524 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -23237856.000000 Penalty: 6049.389648
	Iteration 41Q: 3 clusters Score -2.323786e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190825 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -23238014.000000 Penalty: 6049.389648
	Iteration 42Q: 3 clusters Score -2.323801e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191088 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -23238100.000000 Penalty: 6049.389648
	Iteration 43Q: 3 clusters Score -2.32381e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191360 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -23238194.000000 Penalty: 6049.389648
	Iteration 44Q: 3 clusters Score -2.323819e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191631 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -23238354.000000 Penalty: 6049.389648
	Iteration 45Q: 3 clusters Score -2.323835e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191903 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -23238460.000000 Penalty: 6049.389648
	Iteration 46Q: 3 clusters Score -2.323846e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192130 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -23238524.000000 Penalty: 6049.389648
	Iteration 47Q: 3 clusters Score -2.323852e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192329 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -23238622.000000 Penalty: 6049.389648
	Iteration 48Q: 3 clusters Score -2.323862e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192468 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -23238666.000000 Penalty: 6049.389648
	Iteration 49Q: 3 clusters Score -2.323867e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192605 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -23238722.000000 Penalty: 6049.389648
	Iteration 50Q: 3 clusters Score -2.323872e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192738 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -23238770.000000 Penalty: 6049.389648
	Iteration 51Q: 3 clusters Score -2.323877e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192843 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -23238856.000000 Penalty: 6049.389648
	Iteration 52Q: 3 clusters Score -2.323886e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192947 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -23238922.000000 Penalty: 6049.389648
	Iteration 53Q: 3 clusters Score -2.323892e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193054 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -23238998.000000 Penalty: 6049.389648
	Iteration 54Q: 3 clusters Score -2.3239e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193152 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -23239034.000000 Penalty: 6049.389648
	Iteration 55Q: 3 clusters Score -2.323903e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193237 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -23239036.000000 Penalty: 6049.389648
	Iteration 56Q: 3 clusters Score -2.323904e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193337 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -23239080.000000 Penalty: 6049.389648
	Iteration 57Q: 3 clusters Score -2.323908e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193423 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -23239144.000000 Penalty: 6049.389648
	Iteration 58Q: 3 clusters Score -2.323914e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193490 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -23239144.000000 Penalty: 6049.389648
	Iteration 59Q: 3 clusters Score -2.323914e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193551 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -23239156.000000 Penalty: 6049.389648
	Iteration 60F: 3 clusters Score -2.323916e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193602 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -23239204.000000 Penalty: 6049.389648
	Iteration 61Q: 3 clusters Score -2.32392e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193650 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -23239220.000000 Penalty: 6049.389648
	Iteration 62Q: 3 clusters Score -2.323922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193692 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -23239234.000000 Penalty: 6049.389648
	Iteration 63Q: 3 clusters Score -2.323923e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193731 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -23239262.000000 Penalty: 6049.389648
	Iteration 64Q: 3 clusters Score -2.323926e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193770 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -23239236.000000 Penalty: 6049.389648
	Iteration 65Q: 3 clusters Score -2.323924e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193823 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -23239258.000000 Penalty: 6049.389648
	Iteration 66Q: 3 clusters Score -2.323926e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193875 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -23239242.000000 Penalty: 6049.389648
	Iteration 67Q: 3 clusters Score -2.323924e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193921 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -23239244.000000 Penalty: 6049.389648
	Iteration 68Q: 3 clusters Score -2.323924e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193964 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -23239254.000000 Penalty: 6049.389648
	Iteration 69Q: 3 clusters Score -2.323925e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193995 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -23239260.000000 Penalty: 6049.389648
	Iteration 70Q: 3 clusters Score -2.323926e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194020 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -23239280.000000 Penalty: 6049.389648
	Iteration 71Q: 3 clusters Score -2.323928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194044 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -23239280.000000 Penalty: 6049.389648
	Iteration 72Q: 3 clusters Score -2.323928e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194074 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -23239276.000000 Penalty: 6049.389648
	Iteration 73Q: 3 clusters Score -2.323928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194101 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -23239292.000000 Penalty: 6049.389648
	Iteration 74Q: 3 clusters Score -2.323929e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194129 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -23239312.000000 Penalty: 6049.389648
	Iteration 75Q: 3 clusters Score -2.323931e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194153 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -23239322.000000 Penalty: 6049.389648
	Iteration 76Q: 3 clusters Score -2.323932e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194174 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -23239324.000000 Penalty: 6049.389648
	Iteration 77Q: 3 clusters Score -2.323932e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194190 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -23239332.000000 Penalty: 6049.389648
	Iteration 78Q: 3 clusters Score -2.323933e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194213 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -23239322.000000 Penalty: 6049.389648
	Iteration 79Q: 3 clusters Score -2.323932e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194232 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -23239356.000000 Penalty: 6049.389648
	Iteration 80F: 3 clusters Score -2.323936e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194245 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -23239364.000000 Penalty: 6049.389648
	Iteration 81Q: 3 clusters Score -2.323936e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194257 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -23239376.000000 Penalty: 6049.389648
	Iteration 82Q: 3 clusters Score -2.323938e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194278 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -23239382.000000 Penalty: 6049.389648
	Iteration 83Q: 3 clusters Score -2.323938e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194304 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -23239368.000000 Penalty: 6049.389648
	Iteration 84Q: 3 clusters Score -2.323937e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194334 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -23239404.000000 Penalty: 6049.389648
	Iteration 85Q: 3 clusters Score -2.32394e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194372 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -23239448.000000 Penalty: 6049.389648
	Iteration 86Q: 3 clusters Score -2.323945e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194404 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -23239460.000000 Penalty: 6049.389648
	Iteration 87Q: 3 clusters Score -2.323946e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194433 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -23239474.000000 Penalty: 6049.389648
	Iteration 88Q: 3 clusters Score -2.323947e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194460 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -23239466.000000 Penalty: 6049.389648
	Iteration 89Q: 3 clusters Score -2.323947e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194490 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -23239494.000000 Penalty: 6049.389648
	Iteration 90Q: 3 clusters Score -2.323949e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194516 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -23239496.000000 Penalty: 6049.389648
	Iteration 91Q: 3 clusters Score -2.32395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194542 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -23239528.000000 Penalty: 6049.389648
	Iteration 92Q: 3 clusters Score -2.323953e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194567 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -23239552.000000 Penalty: 6049.389648
	Iteration 93Q: 3 clusters Score -2.323955e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194590 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -23239558.000000 Penalty: 6049.389648
	Iteration 94Q: 3 clusters Score -2.323956e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194614 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -23239592.000000 Penalty: 6049.389648
	Iteration 95Q: 3 clusters Score -2.323959e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194633 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -23239594.000000 Penalty: 6049.389648
	Iteration 96Q: 3 clusters Score -2.323959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194650 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -23239598.000000 Penalty: 6049.389648
	Iteration 97Q: 3 clusters Score -2.32396e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194671 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -23239592.000000 Penalty: 6049.389648
	Iteration 98Q: 3 clusters Score -2.323959e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194691 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -23239612.000000 Penalty: 6049.389648
	Iteration 99Q: 3 clusters Score -2.323961e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194706 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -23239622.000000 Penalty: 6049.389648
	Iteration 100F: 3 clusters Score -2.323962e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194716 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -23239638.000000 Penalty: 6049.389648
	Iteration 101Q: 3 clusters Score -2.323964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194731 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -23239654.000000 Penalty: 6049.389648
	Iteration 102Q: 3 clusters Score -2.323965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194745 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -23239642.000000 Penalty: 6049.389648
	Iteration 103Q: 3 clusters Score -2.323964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194752 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -23239636.000000 Penalty: 6049.389648
	Iteration 104Q: 3 clusters Score -2.323964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194763 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -23239652.000000 Penalty: 6049.389648
	Iteration 105Q: 3 clusters Score -2.323965e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194771 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -23239650.000000 Penalty: 6049.389648
	Iteration 106Q: 3 clusters Score -2.323965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194779 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -23239642.000000 Penalty: 6049.389648
	Iteration 107Q: 3 clusters Score -2.323964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194786 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -23239650.000000 Penalty: 6049.389648
	Iteration 108Q: 3 clusters Score -2.323965e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194794 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -23239666.000000 Penalty: 6049.389648
	Iteration 109Q: 3 clusters Score -2.323967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194800 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -23239662.000000 Penalty: 6049.389648
	Iteration 110Q: 3 clusters Score -2.323966e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194807 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -23239670.000000 Penalty: 6049.389648
	Iteration 111Q: 3 clusters Score -2.323967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194810 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -23239680.000000 Penalty: 6049.389648
	Iteration 112Q: 3 clusters Score -2.323968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194819 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -23239662.000000 Penalty: 6049.389648
	Iteration 113Q: 3 clusters Score -2.323966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194826 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -23239660.000000 Penalty: 6049.389648
	Iteration 114Q: 3 clusters Score -2.323966e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194834 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -23239674.000000 Penalty: 6049.389648
	Iteration 115Q: 3 clusters Score -2.323967e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194847 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -23239678.000000 Penalty: 6049.389648
	Iteration 116Q: 3 clusters Score -2.323968e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194856 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -23239666.000000 Penalty: 6049.389648
	Iteration 117Q: 3 clusters Score -2.323967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194866 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -23239666.000000 Penalty: 6049.389648
	Iteration 118Q: 3 clusters Score -2.323967e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194880 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -23239664.000000 Penalty: 6049.389648
	Iteration 119Q: 3 clusters Score -2.323966e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194887 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -23239686.000000 Penalty: 6049.389648
	Iteration 120F: 3 clusters Score -2.323969e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194894 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -23239702.000000 Penalty: 6049.389648
	Iteration 121Q: 3 clusters Score -2.32397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194900 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -23239696.000000 Penalty: 6049.389648
	Iteration 122Q: 3 clusters Score -2.32397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194906 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -23239700.000000 Penalty: 6049.389648
	Iteration 123Q: 3 clusters Score -2.32397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194912 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -23239702.000000 Penalty: 6049.389648
	Iteration 124Q: 3 clusters Score -2.32397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194923 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -23239708.000000 Penalty: 6049.389648
	Iteration 125Q: 3 clusters Score -2.323971e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194931 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -23239706.000000 Penalty: 6049.389648
	Iteration 126Q: 3 clusters Score -2.323971e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194937 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -23239718.000000 Penalty: 6049.389648
	Iteration 127Q: 3 clusters Score -2.323972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194941 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -23239724.000000 Penalty: 6049.389648
	Iteration 128Q: 3 clusters Score -2.323972e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194945 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -23239724.000000 Penalty: 6049.389648
	Iteration 129Q: 3 clusters Score -2.323972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194946 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -23239716.000000 Penalty: 6049.389648
	Iteration 130Q: 3 clusters Score -2.323972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194947 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -23239708.000000 Penalty: 6049.389648
	Iteration 131Q: 3 clusters Score -2.323971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194948 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -23239726.000000 Penalty: 6049.389648
	Iteration 132Q: 3 clusters Score -2.323973e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194949 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -23239724.000000 Penalty: 6049.389648
	Iteration 133Q: 3 clusters Score -2.323972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194950 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -23239724.000000 Penalty: 6049.389648
	Iteration 134Q: 3 clusters Score -2.323972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194954 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -23239710.000000 Penalty: 6049.389648
	Iteration 135Q: 3 clusters Score -2.323971e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194956 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -23239714.000000 Penalty: 6049.389648
	Iteration 136Q: 3 clusters Score -2.323971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194958 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -23239718.000000 Penalty: 6049.389648
	Iteration 137Q: 3 clusters Score -2.323972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194959 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -23239710.000000 Penalty: 6049.389648
	Iteration 138Q: 3 clusters Score -2.323971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194958 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -23239720.000000 Penalty: 6049.389648
	Iteration 139Q: 3 clusters Score -2.323972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194959 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -23239720.000000 Penalty: 6049.389648
	Iteration 140F: 3 clusters Score -2.323972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194960 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -23239724.000000 Penalty: 6049.389648
	Iteration 141Q: 3 clusters Score -2.323972e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194962 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -23239724.000000 Penalty: 6049.389648
	Iteration 142Q: 3 clusters Score -2.323972e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194963 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -23239728.000000 Penalty: 6049.389648
	Iteration 143Q: 3 clusters Score -2.323973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194965 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -23239732.000000 Penalty: 6049.389648
	Iteration 144Q: 3 clusters Score -2.323973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194965 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -23239732.000000 Penalty: 6049.389648
	Iteration 145F: 3 clusters Score -2.323973e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -45462.601562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -45462.6 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 236 members 
Entering Unmasked Estep 
Score: -43972.816406 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -43972.82 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -44138.589844 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -44138.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44174.937500 Penalty: 3029.083252
	Iteration 2Q: 3 clusters Score -44174.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -44200.812500 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -44200.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44221.187500 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -44221.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44230.660156 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -44230.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44232.882812 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -44232.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -44232.882812 Penalty: 3029.083252
	Iteration 7F: 3 clusters Score -44232.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -224238.093750 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -224238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -221527.781250 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -221527.8 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -222089.093750 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -222089.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -222304.875000 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -222304.9 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -222489.500000 Penalty: 3795.662842
	Iteration 3F: 3 clusters Score -222489.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -222731.609375 Penalty: 3795.662842
	Iteration 4F: 3 clusters Score -222731.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -223127.140625 Penalty: 3795.662842
	Iteration 5F: 3 clusters Score -223127.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -223683.515625 Penalty: 3795.662842
	Iteration 6F: 3 clusters Score -223683.5 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -224280.703125 Penalty: 3795.662842
	Iteration 7F: 3 clusters Score -224280.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -224614.750000 Penalty: 3795.662842
	Iteration 8F: 3 clusters Score -224614.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -224768.328125 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -224768.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -224792.468750 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -224792.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -224794.187500 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -224794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -224796.953125 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -224797 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -224797.343750 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -224797.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -224798.031250 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -224798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -224798.890625 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -224798.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -224800.656250 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -224800.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -224802.625000 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -224802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -224804.546875 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -224804.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -224808.531250 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -224808.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -224811.015625 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -224811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -224813.125000 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -224813.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -224813.828125 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -224813.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -224816.640625 Penalty: 3795.662842
	Iteration 23Q: 3 clusters Score -224816.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -224817.046875 Penalty: 3795.662842
	Iteration 24Q: 3 clusters Score -224817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -224817.046875 Penalty: 3795.662842
	Iteration 25F: 3 clusters Score -224817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25835 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 57093 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239350 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 39695 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 37756 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 78779 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317217 members 
Mstep: Class 21 contains 9888 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19185 members 
Mstep: Class 26 contains 198065 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 1194 members 
Mstep: Class 29 contains 912 members 
Entering Unmasked Estep 
Score: -161426352.000000 Penalty: 101876.304688
Splitting cluster 28 changes total score from -161427712.000000 to -161426352.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 14028 members 
Mstep: Class 3 contains 25835 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 57093 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239350 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 39695 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 37756 members 
Mstep: Class 17 contains 24844 members 
Mstep: Class 18 contains 78779 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317217 members 
Mstep: Class 21 contains 9888 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19185 members 
Mstep: Class 26 contains 198065 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427568.000000 Penalty: 98363.328125
Iteration 199Q: 29 clusters Score -1.614276e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 14029 members 
Mstep: Class 3 contains 25842 members 
Mstep: Class 4 contains 11777 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 57109 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239327 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18480 members 
Mstep: Class 12 contains 39688 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208566 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 37755 members 
Mstep: Class 17 contains 24845 members 
Mstep: Class 18 contains 78777 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317243 members 
Mstep: Class 21 contains 9888 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19186 members 
Mstep: Class 26 contains 198047 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427504.000000 Penalty: 98363.328125
Iteration 200F: 29 clusters Score -1.614275e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 25848 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6877 members 
Mstep: Class 7 contains 57121 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239310 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 39684 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208566 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 37752 members 
Mstep: Class 17 contains 24846 members 
Mstep: Class 18 contains 78785 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317258 members 
Mstep: Class 21 contains 9889 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19189 members 
Mstep: Class 26 contains 198023 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427440.000000 Penalty: 98363.328125
Iteration 201Q: 29 clusters Score -1.614274e+08 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 25855 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6878 members 
Mstep: Class 7 contains 57131 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239287 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 39676 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208564 members 
Mstep: Class 15 contains 15430 members 
Mstep: Class 16 contains 37755 members 
Mstep: Class 17 contains 24848 members 
Mstep: Class 18 contains 78788 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317266 members 
Mstep: Class 21 contains 9889 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19186 members 
Mstep: Class 26 contains 198019 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427424.000000 Penalty: 98363.328125
Iteration 202Q: 29 clusters Score -1.614274e+08 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 25864 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6880 members 
Mstep: Class 7 contains 57140 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239277 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 39671 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208558 members 
Mstep: Class 15 contains 15429 members 
Mstep: Class 16 contains 37755 members 
Mstep: Class 17 contains 24846 members 
Mstep: Class 18 contains 78788 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317287 members 
Mstep: Class 21 contains 9890 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19185 members 
Mstep: Class 26 contains 198004 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427520.000000 Penalty: 98363.328125
Iteration 203Q: 29 clusters Score -1.614275e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 25871 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3722 members 
Mstep: Class 6 contains 6883 members 
Mstep: Class 7 contains 57153 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239276 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18478 members 
Mstep: Class 12 contains 39666 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208556 members 
Mstep: Class 15 contains 15427 members 
Mstep: Class 16 contains 37757 members 
Mstep: Class 17 contains 24845 members 
Mstep: Class 18 contains 78790 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317279 members 
Mstep: Class 21 contains 9890 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19183 members 
Mstep: Class 26 contains 197998 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427552.000000 Penalty: 98363.328125
Iteration 204Q: 29 clusters Score -1.614276e+08 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 25878 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6886 members 
Mstep: Class 7 contains 57164 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239279 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 39665 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208550 members 
Mstep: Class 15 contains 15427 members 
Mstep: Class 16 contains 37761 members 
Mstep: Class 17 contains 24841 members 
Mstep: Class 18 contains 78790 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317275 members 
Mstep: Class 21 contains 9890 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19181 members 
Mstep: Class 26 contains 197989 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427232.000000 Penalty: 98363.328125
Iteration 205Q: 29 clusters Score -1.614272e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 14031 members 
Mstep: Class 3 contains 25881 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6886 members 
Mstep: Class 7 contains 57170 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239273 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 39664 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208549 members 
Mstep: Class 15 contains 15428 members 
Mstep: Class 16 contains 37765 members 
Mstep: Class 17 contains 24842 members 
Mstep: Class 18 contains 78790 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 317279 members 
Mstep: Class 21 contains 9891 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19182 members 
Mstep: Class 26 contains 197978 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427280.000000 Penalty: 98363.328125
Iteration 206Q: 29 clusters Score -1.614273e+08 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 25884 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6887 members 
Mstep: Class 7 contains 57171 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239261 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 39662 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208553 members 
Mstep: Class 15 contains 15425 members 
Mstep: Class 16 contains 37766 members 
Mstep: Class 17 contains 24840 members 
Mstep: Class 18 contains 78792 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317285 members 
Mstep: Class 21 contains 9890 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19183 members 
Mstep: Class 26 contains 197978 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427184.000000 Penalty: 98363.328125
Iteration 207Q: 29 clusters Score -1.614272e+08 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 25888 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6886 members 
Mstep: Class 7 contains 57174 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239258 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 39662 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208558 members 
Mstep: Class 15 contains 15423 members 
Mstep: Class 16 contains 37767 members 
Mstep: Class 17 contains 24839 members 
Mstep: Class 18 contains 78787 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317274 members 
Mstep: Class 21 contains 9891 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19184 members 
Mstep: Class 26 contains 197985 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427440.000000 Penalty: 98363.328125
Iteration 208Q: 29 clusters Score -1.614274e+08 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 25892 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6885 members 
Mstep: Class 7 contains 57175 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239237 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 39663 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15419 members 
Mstep: Class 16 contains 37770 members 
Mstep: Class 17 contains 24837 members 
Mstep: Class 18 contains 78783 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 317283 members 
Mstep: Class 21 contains 9891 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19184 members 
Mstep: Class 26 contains 197994 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427440.000000 Penalty: 98363.328125
Iteration 209Q: 29 clusters Score -1.614274e+08 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 25894 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6887 members 
Mstep: Class 7 contains 57179 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239216 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 39661 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208569 members 
Mstep: Class 15 contains 15413 members 
Mstep: Class 16 contains 37772 members 
Mstep: Class 17 contains 24830 members 
Mstep: Class 18 contains 78787 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 317286 members 
Mstep: Class 21 contains 9891 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19185 members 
Mstep: Class 26 contains 198004 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427328.000000 Penalty: 98363.328125
Iteration 210Q: 29 clusters Score -1.614273e+08 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 25899 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6891 members 
Mstep: Class 7 contains 57181 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239196 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18475 members 
Mstep: Class 12 contains 39662 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208572 members 
Mstep: Class 15 contains 15405 members 
Mstep: Class 16 contains 37777 members 
Mstep: Class 17 contains 24824 members 
Mstep: Class 18 contains 78787 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 317297 members 
Mstep: Class 21 contains 9891 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19185 members 
Mstep: Class 26 contains 198004 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427392.000000 Penalty: 98363.328125
Iteration 211Q: 29 clusters Score -1.614274e+08 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 25905 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6894 members 
Mstep: Class 7 contains 57182 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239190 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18474 members 
Mstep: Class 12 contains 39662 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208576 members 
Mstep: Class 15 contains 15398 members 
Mstep: Class 16 contains 37780 members 
Mstep: Class 17 contains 24822 members 
Mstep: Class 18 contains 78792 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 317297 members 
Mstep: Class 21 contains 9891 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19187 members 
Mstep: Class 26 contains 197996 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427136.000000 Penalty: 98363.328125
Iteration 212Q: 29 clusters Score -1.614271e+08 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 25911 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6897 members 
Mstep: Class 7 contains 57182 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239178 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18473 members 
Mstep: Class 12 contains 39664 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208578 members 
Mstep: Class 15 contains 15393 members 
Mstep: Class 16 contains 37784 members 
Mstep: Class 17 contains 24821 members 
Mstep: Class 18 contains 78796 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 317295 members 
Mstep: Class 21 contains 9893 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19190 members 
Mstep: Class 26 contains 197990 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427328.000000 Penalty: 98363.328125
Iteration 213Q: 29 clusters Score -1.614273e+08 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 25921 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6900 members 
Mstep: Class 7 contains 57184 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239162 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18472 members 
Mstep: Class 12 contains 39663 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208576 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 37788 members 
Mstep: Class 17 contains 24822 members 
Mstep: Class 18 contains 78791 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317302 members 
Mstep: Class 21 contains 9895 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19192 members 
Mstep: Class 26 contains 197989 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427232.000000 Penalty: 98363.328125
Iteration 214Q: 29 clusters Score -1.614272e+08 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 25930 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6902 members 
Mstep: Class 7 contains 57185 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239164 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 39663 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208574 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 37789 members 
Mstep: Class 17 contains 24819 members 
Mstep: Class 18 contains 78793 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317326 members 
Mstep: Class 21 contains 9896 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4998 members 
Mstep: Class 25 contains 19195 members 
Mstep: Class 26 contains 197950 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427104.000000 Penalty: 98363.328125
Iteration 215Q: 29 clusters Score -1.614271e+08 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 25941 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57188 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239158 members 
Mstep: Class 10 contains 24629 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 39663 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208583 members 
Mstep: Class 15 contains 15388 members 
Mstep: Class 16 contains 37791 members 
Mstep: Class 17 contains 24820 members 
Mstep: Class 18 contains 78800 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317334 members 
Mstep: Class 21 contains 9895 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4999 members 
Mstep: Class 25 contains 19198 members 
Mstep: Class 26 contains 197911 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 216Q: 29 clusters Score -1.61427e+08 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14036 members 
Mstep: Class 3 contains 25949 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57192 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239152 members 
Mstep: Class 10 contains 24628 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 39665 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208586 members 
Mstep: Class 15 contains 15388 members 
Mstep: Class 16 contains 37795 members 
Mstep: Class 17 contains 24818 members 
Mstep: Class 18 contains 78806 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317342 members 
Mstep: Class 21 contains 9896 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4999 members 
Mstep: Class 25 contains 19201 members 
Mstep: Class 26 contains 197878 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427120.000000 Penalty: 98363.328125
Iteration 217Q: 29 clusters Score -1.614271e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14036 members 
Mstep: Class 3 contains 25959 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57195 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239147 members 
Mstep: Class 10 contains 24627 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39666 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208580 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 37799 members 
Mstep: Class 17 contains 24820 members 
Mstep: Class 18 contains 78811 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317344 members 
Mstep: Class 21 contains 9897 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4999 members 
Mstep: Class 25 contains 19202 members 
Mstep: Class 26 contains 197863 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427152.000000 Penalty: 98363.328125
Iteration 218Q: 29 clusters Score -1.614272e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 25967 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57199 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239139 members 
Mstep: Class 10 contains 24625 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39666 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208579 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 37804 members 
Mstep: Class 17 contains 24823 members 
Mstep: Class 18 contains 78815 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317353 members 
Mstep: Class 21 contains 9899 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 4999 members 
Mstep: Class 25 contains 19201 members 
Mstep: Class 26 contains 197841 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427072.000000 Penalty: 98363.328125
Iteration 219Q: 29 clusters Score -1.614271e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 25971 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57202 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239140 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39665 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208581 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 37805 members 
Mstep: Class 17 contains 24823 members 
Mstep: Class 18 contains 78818 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317353 members 
Mstep: Class 21 contains 9899 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19203 members 
Mstep: Class 26 contains 197825 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427152.000000 Penalty: 98363.328125
Iteration 220F: 29 clusters Score -1.614272e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14032 members 
Mstep: Class 3 contains 25973 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 57205 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239160 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39663 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208574 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 37808 members 
Mstep: Class 17 contains 24824 members 
Mstep: Class 18 contains 78824 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317345 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19205 members 
Mstep: Class 26 contains 197805 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427136.000000 Penalty: 98363.328125
Iteration 221Q: 29 clusters Score -1.614271e+08 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14031 members 
Mstep: Class 3 contains 25978 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 57207 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239159 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39662 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208567 members 
Mstep: Class 15 contains 15390 members 
Mstep: Class 16 contains 37812 members 
Mstep: Class 17 contains 24823 members 
Mstep: Class 18 contains 78833 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317359 members 
Mstep: Class 21 contains 9899 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19208 members 
Mstep: Class 26 contains 197779 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427232.000000 Penalty: 98363.328125
Iteration 222Q: 29 clusters Score -1.614272e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14031 members 
Mstep: Class 3 contains 25984 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 57210 members 
Mstep: Class 8 contains 2397 members 
Mstep: Class 9 contains 239155 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39662 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208560 members 
Mstep: Class 15 contains 15389 members 
Mstep: Class 16 contains 37814 members 
Mstep: Class 17 contains 24824 members 
Mstep: Class 18 contains 78836 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317354 members 
Mstep: Class 21 contains 9899 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19211 members 
Mstep: Class 26 contains 197778 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427104.000000 Penalty: 98363.328125
Iteration 223Q: 29 clusters Score -1.614271e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 25988 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57210 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239153 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39662 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208548 members 
Mstep: Class 15 contains 15387 members 
Mstep: Class 16 contains 37815 members 
Mstep: Class 17 contains 24824 members 
Mstep: Class 18 contains 78839 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317367 members 
Mstep: Class 21 contains 9899 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19217 members 
Mstep: Class 26 contains 197765 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 224Q: 29 clusters Score -1.61427e+08 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 25989 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57210 members 
Mstep: Class 8 contains 2398 members 
Mstep: Class 9 contains 239152 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39662 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208538 members 
Mstep: Class 15 contains 15386 members 
Mstep: Class 16 contains 37816 members 
Mstep: Class 17 contains 24823 members 
Mstep: Class 18 contains 78844 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317374 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19222 members 
Mstep: Class 26 contains 197758 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426928.000000 Penalty: 98363.328125
Iteration 225Q: 29 clusters Score -1.614269e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 25991 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57213 members 
Mstep: Class 8 contains 2401 members 
Mstep: Class 9 contains 239149 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 39661 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208529 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 37817 members 
Mstep: Class 17 contains 24822 members 
Mstep: Class 18 contains 78847 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317387 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19227 members 
Mstep: Class 26 contains 197742 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427008.000000 Penalty: 98363.328125
Iteration 226Q: 29 clusters Score -1.61427e+08 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 25994 members 
Mstep: Class 4 contains 11787 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57214 members 
Mstep: Class 8 contains 2402 members 
Mstep: Class 9 contains 239142 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 39656 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208531 members 
Mstep: Class 15 contains 15386 members 
Mstep: Class 16 contains 37819 members 
Mstep: Class 17 contains 24822 members 
Mstep: Class 18 contains 78845 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317392 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19230 members 
Mstep: Class 26 contains 197735 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 227Q: 29 clusters Score -1.614269e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 25996 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57213 members 
Mstep: Class 8 contains 2403 members 
Mstep: Class 9 contains 239133 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18471 members 
Mstep: Class 12 contains 39655 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208533 members 
Mstep: Class 15 contains 15386 members 
Mstep: Class 16 contains 37820 members 
Mstep: Class 17 contains 24823 members 
Mstep: Class 18 contains 78849 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317407 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19235 members 
Mstep: Class 26 contains 197717 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427088.000000 Penalty: 98363.328125
Iteration 228Q: 29 clusters Score -1.614271e+08 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 26000 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57215 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239113 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 39653 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208539 members 
Mstep: Class 15 contains 15385 members 
Mstep: Class 16 contains 37819 members 
Mstep: Class 17 contains 24823 members 
Mstep: Class 18 contains 78850 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317418 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19238 members 
Mstep: Class 26 contains 197714 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427088.000000 Penalty: 98363.328125
Iteration 229Q: 29 clusters Score -1.614271e+08 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26011 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57220 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239104 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39651 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208537 members 
Mstep: Class 15 contains 15384 members 
Mstep: Class 16 contains 37818 members 
Mstep: Class 17 contains 24819 members 
Mstep: Class 18 contains 78851 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317427 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19239 members 
Mstep: Class 26 contains 197705 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426928.000000 Penalty: 98363.328125
Iteration 230Q: 29 clusters Score -1.614269e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26022 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57223 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239097 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39649 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15381 members 
Mstep: Class 16 contains 37822 members 
Mstep: Class 17 contains 24819 members 
Mstep: Class 18 contains 78855 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317439 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19242 members 
Mstep: Class 26 contains 197683 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 231Q: 29 clusters Score -1.614269e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26028 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57226 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239095 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39648 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208523 members 
Mstep: Class 15 contains 15379 members 
Mstep: Class 16 contains 37830 members 
Mstep: Class 17 contains 24818 members 
Mstep: Class 18 contains 78855 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317451 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19244 members 
Mstep: Class 26 contains 197667 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 232Q: 29 clusters Score -1.61427e+08 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 26038 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57225 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239091 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39648 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208527 members 
Mstep: Class 15 contains 15375 members 
Mstep: Class 16 contains 37837 members 
Mstep: Class 17 contains 24817 members 
Mstep: Class 18 contains 78852 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317460 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19248 members 
Mstep: Class 26 contains 197648 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427200.000000 Penalty: 98363.328125
Iteration 233Q: 29 clusters Score -1.614272e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26055 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57225 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239075 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18468 members 
Mstep: Class 12 contains 39651 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15376 members 
Mstep: Class 16 contains 37841 members 
Mstep: Class 17 contains 24816 members 
Mstep: Class 18 contains 78852 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317457 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19250 members 
Mstep: Class 26 contains 197634 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427200.000000 Penalty: 98363.328125
Iteration 234Q: 29 clusters Score -1.614272e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26066 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57227 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239056 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39651 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208538 members 
Mstep: Class 15 contains 15378 members 
Mstep: Class 16 contains 37847 members 
Mstep: Class 17 contains 24817 members 
Mstep: Class 18 contains 78851 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317469 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19252 members 
Mstep: Class 26 contains 197620 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427264.000000 Penalty: 98363.328125
Iteration 235Q: 29 clusters Score -1.614273e+08 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26075 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3723 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57229 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239048 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39651 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208539 members 
Mstep: Class 15 contains 15379 members 
Mstep: Class 16 contains 37850 members 
Mstep: Class 17 contains 24816 members 
Mstep: Class 18 contains 78850 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317473 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19254 members 
Mstep: Class 26 contains 197607 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427232.000000 Penalty: 98363.328125
Iteration 236Q: 29 clusters Score -1.614272e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26087 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57230 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239036 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39650 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208537 members 
Mstep: Class 15 contains 15377 members 
Mstep: Class 16 contains 37850 members 
Mstep: Class 17 contains 24816 members 
Mstep: Class 18 contains 78859 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 317473 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19256 members 
Mstep: Class 26 contains 197599 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427216.000000 Penalty: 98363.328125
Iteration 237Q: 29 clusters Score -1.614272e+08 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26095 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57230 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239039 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39650 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208538 members 
Mstep: Class 15 contains 15377 members 
Mstep: Class 16 contains 37850 members 
Mstep: Class 17 contains 24816 members 
Mstep: Class 18 contains 78861 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317473 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19257 members 
Mstep: Class 26 contains 197584 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427296.000000 Penalty: 98363.328125
Iteration 238Q: 29 clusters Score -1.614273e+08 nChanged 108
Entering ConstructFrom: 
Score: -161427296.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (17076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Entering Unmasked Estep 
Score: -1925866.000000 Penalty: 2416.866455
	Iteration 0F: 2 clusters Score -1925866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1913667.375000 Penalty: 4833.732910
	Iteration 0F: 3 clusters Score -1913667 nChanged 7447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1917876.500000 Penalty: 4833.732910
	Iteration 1F: 3 clusters Score -1917876 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -1918327.750000 Penalty: 4833.732910
	Iteration 2F: 3 clusters Score -1918328 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1918684.500000 Penalty: 4833.732910
	Iteration 3Q: 3 clusters Score -1918684 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1918950.250000 Penalty: 4833.732910
	Iteration 4Q: 3 clusters Score -1918950 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -1919256.750000 Penalty: 4833.732910
	Iteration 5Q: 3 clusters Score -1919257 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -1919643.000000 Penalty: 4833.732910
	Iteration 6Q: 3 clusters Score -1919643 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1920117.625000 Penalty: 4833.732910
	Iteration 7Q: 3 clusters Score -1920118 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -1920672.250000 Penalty: 4833.732910
	Iteration 8Q: 3 clusters Score -1920672 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -1921455.500000 Penalty: 4833.732910
	Iteration 9F: 3 clusters Score -1921456 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -1922211.750000 Penalty: 4833.732910
	Iteration 10F: 3 clusters Score -1922212 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1922657.875000 Penalty: 4833.732910
	Iteration 11Q: 3 clusters Score -1922658 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1922992.875000 Penalty: 4833.732910
	Iteration 12Q: 3 clusters Score -1922993 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1923249.375000 Penalty: 4833.732910
	Iteration 13Q: 3 clusters Score -1923249 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1923436.375000 Penalty: 4833.732910
	Iteration 14Q: 3 clusters Score -1923436 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 8432 members 
Entering Unmasked Estep 
Score: -1923602.375000 Penalty: 4833.732910
	Iteration 15Q: 3 clusters Score -1923602 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1923775.625000 Penalty: 4833.732910
	Iteration 16Q: 3 clusters Score -1923776 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1923930.750000 Penalty: 4833.732910
	Iteration 17Q: 3 clusters Score -1923931 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1924062.875000 Penalty: 4833.732910
	Iteration 18Q: 3 clusters Score -1924063 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1924167.125000 Penalty: 4833.732910
	Iteration 19Q: 3 clusters Score -1924167 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1924244.125000 Penalty: 4833.732910
	Iteration 20F: 3 clusters Score -1924244 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1924297.375000 Penalty: 4833.732910
	Iteration 21Q: 3 clusters Score -1924297 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1924357.625000 Penalty: 4833.732910
	Iteration 22Q: 3 clusters Score -1924358 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1924392.500000 Penalty: 4833.732910
	Iteration 23Q: 3 clusters Score -1924392 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1924422.875000 Penalty: 4833.732910
	Iteration 24Q: 3 clusters Score -1924423 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1924452.875000 Penalty: 4833.732910
	Iteration 25Q: 3 clusters Score -1924453 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1924471.750000 Penalty: 4833.732910
	Iteration 26Q: 3 clusters Score -1924472 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1924483.125000 Penalty: 4833.732910
	Iteration 27Q: 3 clusters Score -1924483 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -1924496.750000 Penalty: 4833.732910
	Iteration 28Q: 3 clusters Score -1924497 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -1924505.875000 Penalty: 4833.732910
	Iteration 29Q: 3 clusters Score -1924506 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10267 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1924518.375000 Penalty: 4833.732910
	Iteration 30Q: 3 clusters Score -1924518 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1924531.625000 Penalty: 4833.732910
	Iteration 31Q: 3 clusters Score -1924532 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1924546.375000 Penalty: 4833.732910
	Iteration 32Q: 3 clusters Score -1924546 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1924569.500000 Penalty: 4833.732910
	Iteration 33Q: 3 clusters Score -1924570 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1924576.125000 Penalty: 4833.732910
	Iteration 34Q: 3 clusters Score -1924576 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1924599.125000 Penalty: 4833.732910
	Iteration 35Q: 3 clusters Score -1924599 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1924613.125000 Penalty: 4833.732910
	Iteration 36Q: 3 clusters Score -1924613 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -1924653.000000 Penalty: 4833.732910
	Iteration 37Q: 3 clusters Score -1924653 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -1924686.625000 Penalty: 4833.732910
	Iteration 38Q: 3 clusters Score -1924687 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -1924726.375000 Penalty: 4833.732910
	Iteration 39Q: 3 clusters Score -1924726 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1924761.250000 Penalty: 4833.732910
	Iteration 40F: 3 clusters Score -1924761 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1924787.625000 Penalty: 4833.732910
	Iteration 41Q: 3 clusters Score -1924788 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1924818.625000 Penalty: 4833.732910
	Iteration 42Q: 3 clusters Score -1924819 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1924847.625000 Penalty: 4833.732910
	Iteration 43Q: 3 clusters Score -1924848 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1924868.875000 Penalty: 4833.732910
	Iteration 44Q: 3 clusters Score -1924869 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1924913.625000 Penalty: 4833.732910
	Iteration 45Q: 3 clusters Score -1924914 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1924947.125000 Penalty: 4833.732910
	Iteration 46Q: 3 clusters Score -1924947 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1924979.875000 Penalty: 4833.732910
	Iteration 47Q: 3 clusters Score -1924980 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -1925026.625000 Penalty: 4833.732910
	Iteration 48Q: 3 clusters Score -1925027 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1925093.375000 Penalty: 4833.732910
	Iteration 49Q: 3 clusters Score -1925093 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1925166.250000 Penalty: 4833.732910
	Iteration 50Q: 3 clusters Score -1925166 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -1925238.000000 Penalty: 4833.732910
	Iteration 51Q: 3 clusters Score -1925238 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1925321.125000 Penalty: 4833.732910
	Iteration 52Q: 3 clusters Score -1925321 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13093 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1925427.625000 Penalty: 4833.732910
	Iteration 53Q: 3 clusters Score -1925428 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1925524.750000 Penalty: 4833.732910
	Iteration 54Q: 3 clusters Score -1925525 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1925659.625000 Penalty: 4833.732910
	Iteration 55Q: 3 clusters Score -1925660 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1925795.125000 Penalty: 4833.732910
	Iteration 56Q: 3 clusters Score -1925795 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -1925936.625000 Penalty: 4833.732910
	Iteration 57Q: 3 clusters Score -1925937 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -1926093.750000 Penalty: 4833.732910
	Iteration 58Q: 3 clusters Score -1926094 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1926275.375000 Penalty: 4833.732910
	Iteration 59Q: 3 clusters Score -1926275 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1926439.000000 Penalty: 4833.732910
	Iteration 60F: 3 clusters Score -1926439 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14738 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1926564.750000 Penalty: 4833.732910
	Iteration 61Q: 3 clusters Score -1926565 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1926648.750000 Penalty: 4833.732910
	Iteration 62Q: 3 clusters Score -1926649 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1926708.375000 Penalty: 4833.732910
	Iteration 63Q: 3 clusters Score -1926708 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1926750.375000 Penalty: 4833.732910
	Iteration 64Q: 3 clusters Score -1926750 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1926755.875000 Penalty: 4833.732910
	Iteration 65Q: 3 clusters Score -1926756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1926771.125000 Penalty: 4833.732910
	Iteration 66Q: 3 clusters Score -1926771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1926781.500000 Penalty: 4833.732910
	Iteration 67Q: 3 clusters Score -1926782 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1926788.625000 Penalty: 4833.732910
	Iteration 68Q: 3 clusters Score -1926789 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1926792.125000 Penalty: 4833.732910
	Iteration 69Q: 3 clusters Score -1926792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1926800.000000 Penalty: 4833.732910
	Iteration 70Q: 3 clusters Score -1926800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1926796.750000 Penalty: 4833.732910
	Iteration 71Q: 3 clusters Score -1926797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1926799.375000 Penalty: 4833.732910
	Iteration 72Q: 3 clusters Score -1926799 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15202 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1926804.125000 Penalty: 4833.732910
	Iteration 73Q: 3 clusters Score -1926804 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1926804.750000 Penalty: 4833.732910
	Iteration 74Q: 3 clusters Score -1926805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1926805.500000 Penalty: 4833.732910
	Iteration 75Q: 3 clusters Score -1926806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1926807.250000 Penalty: 4833.732910
	Iteration 76Q: 3 clusters Score -1926807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1926807.375000 Penalty: 4833.732910
	Iteration 77Q: 3 clusters Score -1926807 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1926805.875000 Penalty: 4833.732910
	Iteration 78Q: 3 clusters Score -1926806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1926809.125000 Penalty: 4833.732910
	Iteration 79Q: 3 clusters Score -1926809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1926808.875000 Penalty: 4833.732910
	Iteration 80F: 3 clusters Score -1926809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26106 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57233 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239046 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39648 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15376 members 
Mstep: Class 16 contains 37853 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 78870 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317473 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19257 members 
Mstep: Class 26 contains 197558 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 1843 members 
Entering Unmasked Estep 
Score: -161426736.000000 Penalty: 101876.304688
Splitting cluster 1 changes total score from -161427296.000000 to -161426736.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Entering Unmasked Estep 
Score: -1568169.375000 Penalty: 2368.211182
	Iteration 0F: 2 clusters Score -1568169 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 6955 members 
Entering Unmasked Estep 
Score: -1557879.375000 Penalty: 4736.422363
	Iteration 0F: 3 clusters Score -1557879 nChanged 6014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1561099.500000 Penalty: 4736.422363
	Iteration 1F: 3 clusters Score -1561100 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1561601.750000 Penalty: 4736.422363
	Iteration 2F: 3 clusters Score -1561602 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7823 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1562097.000000 Penalty: 4736.422363
	Iteration 3F: 3 clusters Score -1562097 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1562640.875000 Penalty: 4736.422363
	Iteration 4F: 3 clusters Score -1562641 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1563251.375000 Penalty: 4736.422363
	Iteration 5F: 3 clusters Score -1563251 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -1563919.250000 Penalty: 4736.422363
	Iteration 6F: 3 clusters Score -1563919 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1564511.500000 Penalty: 4736.422363
	Iteration 7F: 3 clusters Score -1564512 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -1564992.375000 Penalty: 4736.422363
	Iteration 8Q: 3 clusters Score -1564992 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -1565427.750000 Penalty: 4736.422363
	Iteration 9Q: 3 clusters Score -1565428 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1565747.500000 Penalty: 4736.422363
	Iteration 10Q: 3 clusters Score -1565748 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1565992.250000 Penalty: 4736.422363
	Iteration 11Q: 3 clusters Score -1565992 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -1566152.875000 Penalty: 4736.422363
	Iteration 12Q: 3 clusters Score -1566153 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1566260.375000 Penalty: 4736.422363
	Iteration 13Q: 3 clusters Score -1566260 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11247 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1566328.500000 Penalty: 4736.422363
	Iteration 14Q: 3 clusters Score -1566328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1566376.875000 Penalty: 4736.422363
	Iteration 15Q: 3 clusters Score -1566377 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1566412.250000 Penalty: 4736.422363
	Iteration 16Q: 3 clusters Score -1566412 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -1566437.750000 Penalty: 4736.422363
	Iteration 17Q: 3 clusters Score -1566438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1566465.125000 Penalty: 4736.422363
	Iteration 18Q: 3 clusters Score -1566465 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1566490.875000 Penalty: 4736.422363
	Iteration 19Q: 3 clusters Score -1566491 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1566512.500000 Penalty: 4736.422363
	Iteration 20F: 3 clusters Score -1566512 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1566533.000000 Penalty: 4736.422363
	Iteration 21Q: 3 clusters Score -1566533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1566543.625000 Penalty: 4736.422363
	Iteration 22Q: 3 clusters Score -1566544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1566556.000000 Penalty: 4736.422363
	Iteration 23Q: 3 clusters Score -1566556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1566575.250000 Penalty: 4736.422363
	Iteration 24Q: 3 clusters Score -1566575 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1566580.125000 Penalty: 4736.422363
	Iteration 25Q: 3 clusters Score -1566580 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1566584.750000 Penalty: 4736.422363
	Iteration 26Q: 3 clusters Score -1566585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1566589.000000 Penalty: 4736.422363
	Iteration 27Q: 3 clusters Score -1566589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1566593.625000 Penalty: 4736.422363
	Iteration 28Q: 3 clusters Score -1566594 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1566593.000000 Penalty: 4736.422363
	Iteration 29Q: 3 clusters Score -1566593 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1566599.000000 Penalty: 4736.422363
	Iteration 30Q: 3 clusters Score -1566599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1566600.625000 Penalty: 4736.422363
	Iteration 31Q: 3 clusters Score -1566601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1566599.750000 Penalty: 4736.422363
	Iteration 32Q: 3 clusters Score -1566600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -1566600.000000 Penalty: 4736.422363
	Iteration 33Q: 3 clusters Score -1566600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1566602.375000 Penalty: 4736.422363
	Iteration 34Q: 3 clusters Score -1566602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12039 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -1566606.500000 Penalty: 4736.422363
	Iteration 35Q: 3 clusters Score -1566606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -1566605.750000 Penalty: 4736.422363
	Iteration 36Q: 3 clusters Score -1566606 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1566606.875000 Penalty: 4736.422363
	Iteration 37Q: 3 clusters Score -1566607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12072 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1566604.500000 Penalty: 4736.422363
	Iteration 38Q: 3 clusters Score -1566604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1566607.750000 Penalty: 4736.422363
	Iteration 39Q: 3 clusters Score -1566608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1566609.750000 Penalty: 4736.422363
	Iteration 40F: 3 clusters Score -1566610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1566609.250000 Penalty: 4736.422363
	Iteration 41Q: 3 clusters Score -1566609 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1566610.625000 Penalty: 4736.422363
	Iteration 42Q: 3 clusters Score -1566611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1566611.125000 Penalty: 4736.422363
	Iteration 43Q: 3 clusters Score -1566611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1566611.125000 Penalty: 4736.422363
	Iteration 44F: 3 clusters Score -1566611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26106 members 
Entering Unmasked Estep 
Score: -3121761.750000 Penalty: 2522.140137
	Iteration 0F: 2 clusters Score -3121762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -3103929.500000 Penalty: 5044.280273
	Iteration 0F: 3 clusters Score -3103930 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -3110184.750000 Penalty: 5044.280273
	Iteration 1F: 3 clusters Score -3110185 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -3110790.250000 Penalty: 5044.280273
	Iteration 2F: 3 clusters Score -3110790 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14176 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -3111435.750000 Penalty: 5044.280273
	Iteration 3F: 3 clusters Score -3111436 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -3112229.500000 Penalty: 5044.280273
	Iteration 4F: 3 clusters Score -3112230 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -3113143.750000 Penalty: 5044.280273
	Iteration 5F: 3 clusters Score -3113144 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -3114356.500000 Penalty: 5044.280273
	Iteration 6F: 3 clusters Score -3114356 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3115783.250000 Penalty: 5044.280273
	Iteration 7F: 3 clusters Score -3115783 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -3117124.250000 Penalty: 5044.280273
	Iteration 8F: 3 clusters Score -3117124 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -3118045.500000 Penalty: 5044.280273
	Iteration 9Q: 3 clusters Score -3118046 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3118515.000000 Penalty: 5044.280273
	Iteration 10Q: 3 clusters Score -3118515 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -3118745.750000 Penalty: 5044.280273
	Iteration 11Q: 3 clusters Score -3118746 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -3118913.250000 Penalty: 5044.280273
	Iteration 12Q: 3 clusters Score -3118913 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20993 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -3119038.000000 Penalty: 5044.280273
	Iteration 13Q: 3 clusters Score -3119038 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -3119143.750000 Penalty: 5044.280273
	Iteration 14Q: 3 clusters Score -3119144 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -3119241.000000 Penalty: 5044.280273
	Iteration 15Q: 3 clusters Score -3119241 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -3119318.500000 Penalty: 5044.280273
	Iteration 16Q: 3 clusters Score -3119318 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -3119371.000000 Penalty: 5044.280273
	Iteration 17Q: 3 clusters Score -3119371 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22101 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3119436.500000 Penalty: 5044.280273
	Iteration 18Q: 3 clusters Score -3119436 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -3119497.500000 Penalty: 5044.280273
	Iteration 19Q: 3 clusters Score -3119498 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -3119543.250000 Penalty: 5044.280273
	Iteration 20F: 3 clusters Score -3119543 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3119568.750000 Penalty: 5044.280273
	Iteration 21Q: 3 clusters Score -3119569 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22637 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -3119593.750000 Penalty: 5044.280273
	Iteration 22Q: 3 clusters Score -3119594 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3119616.000000 Penalty: 5044.280273
	Iteration 23Q: 3 clusters Score -3119616 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3119641.750000 Penalty: 5044.280273
	Iteration 24Q: 3 clusters Score -3119642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -3119669.500000 Penalty: 5044.280273
	Iteration 25Q: 3 clusters Score -3119670 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -3119692.500000 Penalty: 5044.280273
	Iteration 26Q: 3 clusters Score -3119692 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23050 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -3119724.500000 Penalty: 5044.280273
	Iteration 27Q: 3 clusters Score -3119724 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3119733.250000 Penalty: 5044.280273
	Iteration 28Q: 3 clusters Score -3119733 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -3119754.750000 Penalty: 5044.280273
	Iteration 29Q: 3 clusters Score -3119755 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -3119771.000000 Penalty: 5044.280273
	Iteration 30Q: 3 clusters Score -3119771 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3119790.250000 Penalty: 5044.280273
	Iteration 31Q: 3 clusters Score -3119790 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -3119812.000000 Penalty: 5044.280273
	Iteration 32Q: 3 clusters Score -3119812 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -3119825.750000 Penalty: 5044.280273
	Iteration 33Q: 3 clusters Score -3119826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -3119824.750000 Penalty: 5044.280273
	Iteration 34Q: 3 clusters Score -3119825 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -3119823.500000 Penalty: 5044.280273
	Iteration 35Q: 3 clusters Score -3119824 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23505 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -3119836.750000 Penalty: 5044.280273
	Iteration 36Q: 3 clusters Score -3119837 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -3119846.250000 Penalty: 5044.280273
	Iteration 37Q: 3 clusters Score -3119846 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23557 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -3119854.500000 Penalty: 5044.280273
	Iteration 38Q: 3 clusters Score -3119854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -3119859.000000 Penalty: 5044.280273
	Iteration 39Q: 3 clusters Score -3119859 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3119863.750000 Penalty: 5044.280273
	Iteration 40F: 3 clusters Score -3119864 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3119874.250000 Penalty: 5044.280273
	Iteration 41Q: 3 clusters Score -3119874 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23646 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -3119882.750000 Penalty: 5044.280273
	Iteration 42Q: 3 clusters Score -3119883 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -3119889.500000 Penalty: 5044.280273
	Iteration 43Q: 3 clusters Score -3119890 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3119895.500000 Penalty: 5044.280273
	Iteration 44Q: 3 clusters Score -3119896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -3119893.500000 Penalty: 5044.280273
	Iteration 45Q: 3 clusters Score -3119894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -3119899.750000 Penalty: 5044.280273
	Iteration 46Q: 3 clusters Score -3119900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3119895.000000 Penalty: 5044.280273
	Iteration 47Q: 3 clusters Score -3119895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3119902.750000 Penalty: 5044.280273
	Iteration 48Q: 3 clusters Score -3119903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -3119906.250000 Penalty: 5044.280273
	Iteration 49Q: 3 clusters Score -3119906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3119913.000000 Penalty: 5044.280273
	Iteration 50Q: 3 clusters Score -3119913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -3119918.000000 Penalty: 5044.280273
	Iteration 51Q: 3 clusters Score -3119918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3119918.750000 Penalty: 5044.280273
	Iteration 52Q: 3 clusters Score -3119919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -3119912.500000 Penalty: 5044.280273
	Iteration 53Q: 3 clusters Score -3119912 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3119908.750000 Penalty: 5044.280273
	Iteration 54Q: 3 clusters Score -3119909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3119911.500000 Penalty: 5044.280273
	Iteration 55Q: 3 clusters Score -3119912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -3119921.750000 Penalty: 5044.280273
	Iteration 56Q: 3 clusters Score -3119922 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3119932.000000 Penalty: 5044.280273
	Iteration 57Q: 3 clusters Score -3119932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3119923.500000 Penalty: 5044.280273
	Iteration 58Q: 3 clusters Score -3119924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23890 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -3119923.250000 Penalty: 5044.280273
	Iteration 59Q: 3 clusters Score -3119923 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3119928.000000 Penalty: 5044.280273
	Iteration 60F: 3 clusters Score -3119928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3119924.500000 Penalty: 5044.280273
	Iteration 61Q: 3 clusters Score -3119924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -3119927.750000 Penalty: 5044.280273
	Iteration 62Q: 3 clusters Score -3119928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3119925.000000 Penalty: 5044.280273
	Iteration 63Q: 3 clusters Score -3119925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3119925.000000 Penalty: 5044.280273
	Iteration 64F: 3 clusters Score -3119925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Entering Unmasked Estep 
Score: -1408935.000000 Penalty: 2324.896729
	Iteration 0F: 2 clusters Score -1408935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1400134.500000 Penalty: 4649.793457
	Iteration 0F: 3 clusters Score -1400134 nChanged 4914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1402633.250000 Penalty: 4649.793457
	Iteration 1F: 3 clusters Score -1402633 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1402937.625000 Penalty: 4649.793457
	Iteration 2F: 3 clusters Score -1402938 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1403148.625000 Penalty: 4649.793457
	Iteration 3Q: 3 clusters Score -1403149 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1403300.000000 Penalty: 4649.793457
	Iteration 4Q: 3 clusters Score -1403300 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1403430.125000 Penalty: 4649.793457
	Iteration 5Q: 3 clusters Score -1403430 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1403557.375000 Penalty: 4649.793457
	Iteration 6Q: 3 clusters Score -1403557 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1403689.625000 Penalty: 4649.793457
	Iteration 7Q: 3 clusters Score -1403690 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -1403849.625000 Penalty: 4649.793457
	Iteration 8Q: 3 clusters Score -1403850 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1404019.500000 Penalty: 4649.793457
	Iteration 9Q: 3 clusters Score -1404020 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -1404210.000000 Penalty: 4649.793457
	Iteration 10Q: 3 clusters Score -1404210 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1404432.875000 Penalty: 4649.793457
	Iteration 11Q: 3 clusters Score -1404433 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1404699.500000 Penalty: 4649.793457
	Iteration 12Q: 3 clusters Score -1404700 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -1405009.875000 Penalty: 4649.793457
	Iteration 13Q: 3 clusters Score -1405010 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1405335.000000 Penalty: 4649.793457
	Iteration 14Q: 3 clusters Score -1405335 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1405663.375000 Penalty: 4649.793457
	Iteration 15Q: 3 clusters Score -1405663 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1405960.875000 Penalty: 4649.793457
	Iteration 16Q: 3 clusters Score -1405961 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1406200.875000 Penalty: 4649.793457
	Iteration 17Q: 3 clusters Score -1406201 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1406381.125000 Penalty: 4649.793457
	Iteration 18Q: 3 clusters Score -1406381 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1406530.000000 Penalty: 4649.793457
	Iteration 19Q: 3 clusters Score -1406530 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1406626.125000 Penalty: 4649.793457
	Iteration 20F: 3 clusters Score -1406626 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1406685.375000 Penalty: 4649.793457
	Iteration 21Q: 3 clusters Score -1406685 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1406719.625000 Penalty: 4649.793457
	Iteration 22Q: 3 clusters Score -1406720 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1406755.500000 Penalty: 4649.793457
	Iteration 23Q: 3 clusters Score -1406756 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1406790.625000 Penalty: 4649.793457
	Iteration 24Q: 3 clusters Score -1406791 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1406817.125000 Penalty: 4649.793457
	Iteration 25Q: 3 clusters Score -1406817 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1406839.500000 Penalty: 4649.793457
	Iteration 26Q: 3 clusters Score -1406840 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1406859.000000 Penalty: 4649.793457
	Iteration 27Q: 3 clusters Score -1406859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1406863.375000 Penalty: 4649.793457
	Iteration 28Q: 3 clusters Score -1406863 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1406876.125000 Penalty: 4649.793457
	Iteration 29Q: 3 clusters Score -1406876 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1406886.750000 Penalty: 4649.793457
	Iteration 30Q: 3 clusters Score -1406887 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1406895.000000 Penalty: 4649.793457
	Iteration 31Q: 3 clusters Score -1406895 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1406901.125000 Penalty: 4649.793457
	Iteration 32Q: 3 clusters Score -1406901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1406908.875000 Penalty: 4649.793457
	Iteration 33Q: 3 clusters Score -1406909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1406916.000000 Penalty: 4649.793457
	Iteration 34Q: 3 clusters Score -1406916 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1406932.625000 Penalty: 4649.793457
	Iteration 35Q: 3 clusters Score -1406933 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1406941.375000 Penalty: 4649.793457
	Iteration 36Q: 3 clusters Score -1406941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1406951.875000 Penalty: 4649.793457
	Iteration 37Q: 3 clusters Score -1406952 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1406963.750000 Penalty: 4649.793457
	Iteration 38Q: 3 clusters Score -1406964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1406971.000000 Penalty: 4649.793457
	Iteration 39Q: 3 clusters Score -1406971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1406973.625000 Penalty: 4649.793457
	Iteration 40F: 3 clusters Score -1406974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1406972.875000 Penalty: 4649.793457
	Iteration 41Q: 3 clusters Score -1406973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1406975.625000 Penalty: 4649.793457
	Iteration 42Q: 3 clusters Score -1406976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1406977.500000 Penalty: 4649.793457
	Iteration 43Q: 3 clusters Score -1406978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1406981.375000 Penalty: 4649.793457
	Iteration 44Q: 3 clusters Score -1406981 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1406986.500000 Penalty: 4649.793457
	Iteration 45Q: 3 clusters Score -1406986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1406986.125000 Penalty: 4649.793457
	Iteration 46Q: 3 clusters Score -1406986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1406988.500000 Penalty: 4649.793457
	Iteration 47Q: 3 clusters Score -1406988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1406994.250000 Penalty: 4649.793457
	Iteration 48Q: 3 clusters Score -1406994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1406994.750000 Penalty: 4649.793457
	Iteration 49Q: 3 clusters Score -1406995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1406993.750000 Penalty: 4649.793457
	Iteration 50Q: 3 clusters Score -1406994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1406995.625000 Penalty: 4649.793457
	Iteration 51Q: 3 clusters Score -1406996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1406997.500000 Penalty: 4649.793457
	Iteration 52Q: 3 clusters Score -1406998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1406999.000000 Penalty: 4649.793457
	Iteration 53Q: 3 clusters Score -1406999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10478 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1407001.625000 Penalty: 4649.793457
	Iteration 54Q: 3 clusters Score -1407002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1407003.750000 Penalty: 4649.793457
	Iteration 55Q: 3 clusters Score -1407004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -1407006.000000 Penalty: 4649.793457
	Iteration 56Q: 3 clusters Score -1407006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1407009.375000 Penalty: 4649.793457
	Iteration 57Q: 3 clusters Score -1407009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1407006.750000 Penalty: 4649.793457
	Iteration 58Q: 3 clusters Score -1407007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1407010.750000 Penalty: 4649.793457
	Iteration 59Q: 3 clusters Score -1407011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1407012.125000 Penalty: 4649.793457
	Iteration 60F: 3 clusters Score -1407012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1407015.375000 Penalty: 4649.793457
	Iteration 61Q: 3 clusters Score -1407015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1407017.125000 Penalty: 4649.793457
	Iteration 62Q: 3 clusters Score -1407017 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1407021.000000 Penalty: 4649.793457
	Iteration 63Q: 3 clusters Score -1407021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1407022.500000 Penalty: 4649.793457
	Iteration 64Q: 3 clusters Score -1407022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -1407024.125000 Penalty: 4649.793457
	Iteration 65Q: 3 clusters Score -1407024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1407024.625000 Penalty: 4649.793457
	Iteration 66Q: 3 clusters Score -1407025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1407024.625000 Penalty: 4649.793457
	Iteration 67F: 3 clusters Score -1407025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -422310.375000 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -422310.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -418625.312500 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -418625.3 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -419322.000000 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -419322 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -419470.281250 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -419470.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -419542.875000 Penalty: 4078.386475
	Iteration 3Q: 3 clusters Score -419542.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -419598.437500 Penalty: 4078.386475
	Iteration 4Q: 3 clusters Score -419598.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -419635.687500 Penalty: 4078.386475
	Iteration 5Q: 3 clusters Score -419635.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -419665.781250 Penalty: 4078.386475
	Iteration 6Q: 3 clusters Score -419665.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -419689.875000 Penalty: 4078.386475
	Iteration 7Q: 3 clusters Score -419689.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -419709.812500 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -419709.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -419730.500000 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -419730.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -419745.906250 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -419745.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -419761.750000 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -419761.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -419776.562500 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -419776.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -419790.375000 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -419790.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -419804.343750 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -419804.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -419816.531250 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -419816.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -419829.281250 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -419829.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -419841.375000 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -419841.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -419851.906250 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -419851.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -419863.937500 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -419863.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -419872.031250 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -419872 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -419881.906250 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -419881.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -419889.250000 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -419889.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -419896.156250 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -419896.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -419902.031250 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -419902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -419907.500000 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -419907.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -419914.125000 Penalty: 4078.386475
	Iteration 26Q: 3 clusters Score -419914.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -419919.625000 Penalty: 4078.386475
	Iteration 27Q: 3 clusters Score -419919.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -419929.062500 Penalty: 4078.386475
	Iteration 28Q: 3 clusters Score -419929.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -419934.531250 Penalty: 4078.386475
	Iteration 29Q: 3 clusters Score -419934.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -419947.000000 Penalty: 4078.386475
	Iteration 30Q: 3 clusters Score -419947 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -419957.218750 Penalty: 4078.386475
	Iteration 31Q: 3 clusters Score -419957.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -419964.750000 Penalty: 4078.386475
	Iteration 32Q: 3 clusters Score -419964.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -419970.625000 Penalty: 4078.386475
	Iteration 33Q: 3 clusters Score -419970.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -419978.437500 Penalty: 4078.386475
	Iteration 34Q: 3 clusters Score -419978.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -419984.437500 Penalty: 4078.386475
	Iteration 35Q: 3 clusters Score -419984.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -419988.500000 Penalty: 4078.386475
	Iteration 36Q: 3 clusters Score -419988.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -419995.843750 Penalty: 4078.386475
	Iteration 37Q: 3 clusters Score -419995.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -420002.781250 Penalty: 4078.386475
	Iteration 38Q: 3 clusters Score -420002.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -420010.750000 Penalty: 4078.386475
	Iteration 39Q: 3 clusters Score -420010.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -420020.593750 Penalty: 4078.386475
	Iteration 40F: 3 clusters Score -420020.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -420032.125000 Penalty: 4078.386475
	Iteration 41Q: 3 clusters Score -420032.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -420040.562500 Penalty: 4078.386475
	Iteration 42Q: 3 clusters Score -420040.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -420051.187500 Penalty: 4078.386475
	Iteration 43Q: 3 clusters Score -420051.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -420060.812500 Penalty: 4078.386475
	Iteration 44Q: 3 clusters Score -420060.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -420070.187500 Penalty: 4078.386475
	Iteration 45Q: 3 clusters Score -420070.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -420086.656250 Penalty: 4078.386475
	Iteration 46Q: 3 clusters Score -420086.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -420100.812500 Penalty: 4078.386475
	Iteration 47Q: 3 clusters Score -420100.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -420112.937500 Penalty: 4078.386475
	Iteration 48Q: 3 clusters Score -420112.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -420129.218750 Penalty: 4078.386475
	Iteration 49Q: 3 clusters Score -420129.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -420149.406250 Penalty: 4078.386475
	Iteration 50Q: 3 clusters Score -420149.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -420173.125000 Penalty: 4078.386475
	Iteration 51Q: 3 clusters Score -420173.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -420203.031250 Penalty: 4078.386475
	Iteration 52Q: 3 clusters Score -420203 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -420229.468750 Penalty: 4078.386475
	Iteration 53Q: 3 clusters Score -420229.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -420245.062500 Penalty: 4078.386475
	Iteration 54Q: 3 clusters Score -420245.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -420255.312500 Penalty: 4078.386475
	Iteration 55Q: 3 clusters Score -420255.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -420272.250000 Penalty: 4078.386475
	Iteration 56Q: 3 clusters Score -420272.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -420286.843750 Penalty: 4078.386475
	Iteration 57Q: 3 clusters Score -420286.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -420301.218750 Penalty: 4078.386475
	Iteration 58Q: 3 clusters Score -420301.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -420316.000000 Penalty: 4078.386475
	Iteration 59Q: 3 clusters Score -420316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -420325.187500 Penalty: 4078.386475
	Iteration 60F: 3 clusters Score -420325.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -420329.468750 Penalty: 4078.386475
	Iteration 61Q: 3 clusters Score -420329.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -420335.781250 Penalty: 4078.386475
	Iteration 62Q: 3 clusters Score -420335.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -420347.500000 Penalty: 4078.386475
	Iteration 63Q: 3 clusters Score -420347.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -420355.937500 Penalty: 4078.386475
	Iteration 64Q: 3 clusters Score -420355.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -420364.687500 Penalty: 4078.386475
	Iteration 65Q: 3 clusters Score -420364.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -420372.343750 Penalty: 4078.386475
	Iteration 66Q: 3 clusters Score -420372.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -420374.437500 Penalty: 4078.386475
	Iteration 67Q: 3 clusters Score -420374.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -420379.718750 Penalty: 4078.386475
	Iteration 68Q: 3 clusters Score -420379.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -420383.437500 Penalty: 4078.386475
	Iteration 69Q: 3 clusters Score -420383.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -420387.718750 Penalty: 4078.386475
	Iteration 70Q: 3 clusters Score -420387.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -420391.562500 Penalty: 4078.386475
	Iteration 71Q: 3 clusters Score -420391.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -420396.593750 Penalty: 4078.386475
	Iteration 72Q: 3 clusters Score -420396.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -420399.187500 Penalty: 4078.386475
	Iteration 73Q: 3 clusters Score -420399.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -420399.187500 Penalty: 4078.386475
	Iteration 74F: 3 clusters Score -420399.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -772241.250000 Penalty: 2192.356201
	Iteration 0F: 2 clusters Score -772241.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -766577.437500 Penalty: 4384.712402
	Iteration 0F: 3 clusters Score -766577.4 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -768029.187500 Penalty: 4384.712402
	Iteration 1F: 3 clusters Score -768029.2 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -768324.937500 Penalty: 4384.712402
	Iteration 2F: 3 clusters Score -768324.9 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -768539.062500 Penalty: 4384.712402
	Iteration 3F: 3 clusters Score -768539.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -768703.187500 Penalty: 4384.712402
	Iteration 4Q: 3 clusters Score -768703.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -768843.312500 Penalty: 4384.712402
	Iteration 5Q: 3 clusters Score -768843.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -768967.000000 Penalty: 4384.712402
	Iteration 6Q: 3 clusters Score -768967 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -769080.437500 Penalty: 4384.712402
	Iteration 7Q: 3 clusters Score -769080.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -769186.437500 Penalty: 4384.712402
	Iteration 8Q: 3 clusters Score -769186.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -769300.937500 Penalty: 4384.712402
	Iteration 9Q: 3 clusters Score -769300.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -769413.375000 Penalty: 4384.712402
	Iteration 10Q: 3 clusters Score -769413.4 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -769523.187500 Penalty: 4384.712402
	Iteration 11Q: 3 clusters Score -769523.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -769633.062500 Penalty: 4384.712402
	Iteration 12Q: 3 clusters Score -769633.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -769734.937500 Penalty: 4384.712402
	Iteration 13Q: 3 clusters Score -769734.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -769819.187500 Penalty: 4384.712402
	Iteration 14Q: 3 clusters Score -769819.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -769898.000000 Penalty: 4384.712402
	Iteration 15Q: 3 clusters Score -769898 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -769949.187500 Penalty: 4384.712402
	Iteration 16Q: 3 clusters Score -769949.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -770002.812500 Penalty: 4384.712402
	Iteration 17Q: 3 clusters Score -770002.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -770055.500000 Penalty: 4384.712402
	Iteration 18Q: 3 clusters Score -770055.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -770105.062500 Penalty: 4384.712402
	Iteration 19Q: 3 clusters Score -770105.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -770133.375000 Penalty: 4384.712402
	Iteration 20F: 3 clusters Score -770133.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -770156.187500 Penalty: 4384.712402
	Iteration 21Q: 3 clusters Score -770156.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -770171.375000 Penalty: 4384.712402
	Iteration 22Q: 3 clusters Score -770171.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -770185.500000 Penalty: 4384.712402
	Iteration 23Q: 3 clusters Score -770185.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -770200.750000 Penalty: 4384.712402
	Iteration 24Q: 3 clusters Score -770200.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -770220.875000 Penalty: 4384.712402
	Iteration 25Q: 3 clusters Score -770220.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -770235.875000 Penalty: 4384.712402
	Iteration 26Q: 3 clusters Score -770235.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -770252.312500 Penalty: 4384.712402
	Iteration 27Q: 3 clusters Score -770252.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -770264.750000 Penalty: 4384.712402
	Iteration 28Q: 3 clusters Score -770264.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -770272.625000 Penalty: 4384.712402
	Iteration 29Q: 3 clusters Score -770272.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -770279.250000 Penalty: 4384.712402
	Iteration 30Q: 3 clusters Score -770279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -770279.437500 Penalty: 4384.712402
	Iteration 31Q: 3 clusters Score -770279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -770282.125000 Penalty: 4384.712402
	Iteration 32Q: 3 clusters Score -770282.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -770282.937500 Penalty: 4384.712402
	Iteration 33Q: 3 clusters Score -770282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -770283.437500 Penalty: 4384.712402
	Iteration 34Q: 3 clusters Score -770283.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -770285.937500 Penalty: 4384.712402
	Iteration 35Q: 3 clusters Score -770285.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -770289.625000 Penalty: 4384.712402
	Iteration 36Q: 3 clusters Score -770289.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -770290.687500 Penalty: 4384.712402
	Iteration 37Q: 3 clusters Score -770290.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -770295.000000 Penalty: 4384.712402
	Iteration 38Q: 3 clusters Score -770295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -770296.750000 Penalty: 4384.712402
	Iteration 39Q: 3 clusters Score -770296.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -770298.562500 Penalty: 4384.712402
	Iteration 40F: 3 clusters Score -770298.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -770301.812500 Penalty: 4384.712402
	Iteration 41Q: 3 clusters Score -770301.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -770303.437500 Penalty: 4384.712402
	Iteration 42Q: 3 clusters Score -770303.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -770308.562500 Penalty: 4384.712402
	Iteration 43Q: 3 clusters Score -770308.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -770312.000000 Penalty: 4384.712402
	Iteration 44Q: 3 clusters Score -770312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -770314.500000 Penalty: 4384.712402
	Iteration 45Q: 3 clusters Score -770314.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -770317.250000 Penalty: 4384.712402
	Iteration 46Q: 3 clusters Score -770317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -770316.875000 Penalty: 4384.712402
	Iteration 47Q: 3 clusters Score -770316.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -770320.062500 Penalty: 4384.712402
	Iteration 48Q: 3 clusters Score -770320.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -770320.562500 Penalty: 4384.712402
	Iteration 49Q: 3 clusters Score -770320.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -770321.500000 Penalty: 4384.712402
	Iteration 50Q: 3 clusters Score -770321.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -770322.812500 Penalty: 4384.712402
	Iteration 51Q: 3 clusters Score -770322.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -770323.625000 Penalty: 4384.712402
	Iteration 52Q: 3 clusters Score -770323.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -770326.062500 Penalty: 4384.712402
	Iteration 53Q: 3 clusters Score -770326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -770328.000000 Penalty: 4384.712402
	Iteration 54Q: 3 clusters Score -770328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -770328.750000 Penalty: 4384.712402
	Iteration 55Q: 3 clusters Score -770328.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -770328.750000 Penalty: 4384.712402
	Iteration 56F: 3 clusters Score -770328.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57233 members 
Entering Unmasked Estep 
Score: -6641173.000000 Penalty: 2716.811523
	Iteration 0F: 2 clusters Score -6641173 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 28527 members 
Entering Unmasked Estep 
Score: -6602779.000000 Penalty: 5433.623047
	Iteration 0F: 3 clusters Score -6602779 nChanged 26564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29688 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -6617420.500000 Penalty: 5433.623047
	Iteration 1F: 3 clusters Score -6617420 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 26764 members 
Entering Unmasked Estep 
Score: -6618005.500000 Penalty: 5433.623047
	Iteration 2Q: 3 clusters Score -6618006 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 25709 members 
Entering Unmasked Estep 
Score: -6618666.000000 Penalty: 5433.623047
	Iteration 3Q: 3 clusters Score -6618666 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32948 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -6619486.500000 Penalty: 5433.623047
	Iteration 4Q: 3 clusters Score -6619486 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 22368 members 
Entering Unmasked Estep 
Score: -6620523.500000 Penalty: 5433.623047
	Iteration 5Q: 3 clusters Score -6620524 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -6622175.000000 Penalty: 5433.623047
	Iteration 6F: 3 clusters Score -6622175 nChanged 3614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -6624497.000000 Penalty: 5433.623047
	Iteration 7F: 3 clusters Score -6624497 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44434 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -6627595.000000 Penalty: 5433.623047
	Iteration 8F: 3 clusters Score -6627595 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47937 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -6630850.500000 Penalty: 5433.623047
	Iteration 9F: 3 clusters Score -6630850 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50574 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -6633794.000000 Penalty: 5433.623047
	Iteration 10Q: 3 clusters Score -6633794 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52113 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -6636146.000000 Penalty: 5433.623047
	Iteration 11Q: 3 clusters Score -6636146 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52670 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -6637434.500000 Penalty: 5433.623047
	Iteration 12Q: 3 clusters Score -6637434 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -6637984.500000 Penalty: 5433.623047
	Iteration 13Q: 3 clusters Score -6637984 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52892 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -6638243.000000 Penalty: 5433.623047
	Iteration 14Q: 3 clusters Score -6638243 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -6638366.000000 Penalty: 5433.623047
	Iteration 15Q: 3 clusters Score -6638366 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -6638445.000000 Penalty: 5433.623047
	Iteration 16Q: 3 clusters Score -6638445 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53079 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -6638511.000000 Penalty: 5433.623047
	Iteration 17Q: 3 clusters Score -6638511 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53136 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -6638545.000000 Penalty: 5433.623047
	Iteration 18Q: 3 clusters Score -6638545 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -6638579.500000 Penalty: 5433.623047
	Iteration 19Q: 3 clusters Score -6638580 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53263 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -6638606.000000 Penalty: 5433.623047
	Iteration 20F: 3 clusters Score -6638606 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53335 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -6638627.500000 Penalty: 5433.623047
	Iteration 21Q: 3 clusters Score -6638628 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -6638664.000000 Penalty: 5433.623047
	Iteration 22Q: 3 clusters Score -6638664 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -6638689.000000 Penalty: 5433.623047
	Iteration 23Q: 3 clusters Score -6638689 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53506 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -6638697.000000 Penalty: 5433.623047
	Iteration 24Q: 3 clusters Score -6638697 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -6638707.000000 Penalty: 5433.623047
	Iteration 25Q: 3 clusters Score -6638707 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -6638704.500000 Penalty: 5433.623047
	Iteration 26Q: 3 clusters Score -6638704 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53613 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -6638718.500000 Penalty: 5433.623047
	Iteration 27Q: 3 clusters Score -6638718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -6638713.000000 Penalty: 5433.623047
	Iteration 28Q: 3 clusters Score -6638713 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -6638726.000000 Penalty: 5433.623047
	Iteration 29Q: 3 clusters Score -6638726 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -6638731.000000 Penalty: 5433.623047
	Iteration 30Q: 3 clusters Score -6638731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -6638745.000000 Penalty: 5433.623047
	Iteration 31Q: 3 clusters Score -6638745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53713 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -6638749.000000 Penalty: 5433.623047
	Iteration 32Q: 3 clusters Score -6638749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6638749.000000 Penalty: 5433.623047
	Iteration 33Q: 3 clusters Score -6638749 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -6638749.500000 Penalty: 5433.623047
	Iteration 34Q: 3 clusters Score -6638750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53735 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -6638750.000000 Penalty: 5433.623047
	Iteration 35Q: 3 clusters Score -6638750 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53746 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -6638742.500000 Penalty: 5433.623047
	Iteration 36Q: 3 clusters Score -6638742 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -6638753.000000 Penalty: 5433.623047
	Iteration 37Q: 3 clusters Score -6638753 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53771 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -6638755.500000 Penalty: 5433.623047
	Iteration 38Q: 3 clusters Score -6638756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -6638759.000000 Penalty: 5433.623047
	Iteration 39Q: 3 clusters Score -6638759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53785 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -6638767.000000 Penalty: 5433.623047
	Iteration 40F: 3 clusters Score -6638767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53792 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6638764.500000 Penalty: 5433.623047
	Iteration 41Q: 3 clusters Score -6638764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53798 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6638764.000000 Penalty: 5433.623047
	Iteration 42Q: 3 clusters Score -6638764 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -6638768.500000 Penalty: 5433.623047
	Iteration 43Q: 3 clusters Score -6638768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -6638761.500000 Penalty: 5433.623047
	Iteration 44Q: 3 clusters Score -6638762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53829 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -6638764.500000 Penalty: 5433.623047
	Iteration 45Q: 3 clusters Score -6638764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53841 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -6638771.500000 Penalty: 5433.623047
	Iteration 46Q: 3 clusters Score -6638772 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53852 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -6638772.000000 Penalty: 5433.623047
	Iteration 47Q: 3 clusters Score -6638772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -6638787.500000 Penalty: 5433.623047
	Iteration 48Q: 3 clusters Score -6638788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53871 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -6638785.000000 Penalty: 5433.623047
	Iteration 49Q: 3 clusters Score -6638785 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -6638793.000000 Penalty: 5433.623047
	Iteration 50Q: 3 clusters Score -6638793 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6638795.500000 Penalty: 5433.623047
	Iteration 51Q: 3 clusters Score -6638796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53893 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -6638809.000000 Penalty: 5433.623047
	Iteration 52Q: 3 clusters Score -6638809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53898 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -6638809.000000 Penalty: 5433.623047
	Iteration 53Q: 3 clusters Score -6638809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -6638812.000000 Penalty: 5433.623047
	Iteration 54Q: 3 clusters Score -6638812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53916 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -6638811.000000 Penalty: 5433.623047
	Iteration 55Q: 3 clusters Score -6638811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -6638814.500000 Penalty: 5433.623047
	Iteration 56Q: 3 clusters Score -6638814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53929 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -6638806.000000 Penalty: 5433.623047
	Iteration 57Q: 3 clusters Score -6638806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53936 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -6638810.500000 Penalty: 5433.623047
	Iteration 58Q: 3 clusters Score -6638810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53943 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -6638805.000000 Penalty: 5433.623047
	Iteration 59Q: 3 clusters Score -6638805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -6638813.000000 Penalty: 5433.623047
	Iteration 60F: 3 clusters Score -6638813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -6638816.000000 Penalty: 5433.623047
	Iteration 61Q: 3 clusters Score -6638816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -6638817.000000 Penalty: 5433.623047
	Iteration 62Q: 3 clusters Score -6638817 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -6638820.000000 Penalty: 5433.623047
	Iteration 63Q: 3 clusters Score -6638820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53963 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -6638809.500000 Penalty: 5433.623047
	Iteration 64Q: 3 clusters Score -6638810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -6638813.500000 Penalty: 5433.623047
	Iteration 65Q: 3 clusters Score -6638814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -6638819.500000 Penalty: 5433.623047
	Iteration 66Q: 3 clusters Score -6638820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53980 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -6638817.500000 Penalty: 5433.623047
	Iteration 67Q: 3 clusters Score -6638818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6638822.000000 Penalty: 5433.623047
	Iteration 68Q: 3 clusters Score -6638822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53987 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -6638824.000000 Penalty: 5433.623047
	Iteration 69Q: 3 clusters Score -6638824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -6638810.000000 Penalty: 5433.623047
	Iteration 70Q: 3 clusters Score -6638810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -6638816.000000 Penalty: 5433.623047
	Iteration 71Q: 3 clusters Score -6638816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53996 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6638820.000000 Penalty: 5433.623047
	Iteration 72Q: 3 clusters Score -6638820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -6638820.500000 Penalty: 5433.623047
	Iteration 73Q: 3 clusters Score -6638820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -6638814.000000 Penalty: 5433.623047
	Iteration 74Q: 3 clusters Score -6638814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -6638813.000000 Penalty: 5433.623047
	Iteration 75Q: 3 clusters Score -6638813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54001 members 
Mstep: Class 2 contains 3232 members 
Entering Unmasked Estep 
Score: -6638820.000000 Penalty: 5433.623047
	Iteration 76Q: 3 clusters Score -6638820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6638818.500000 Penalty: 5433.623047
	Iteration 77Q: 3 clusters Score -6638818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6638818.500000 Penalty: 5433.623047
	Iteration 78Q: 3 clusters Score -6638818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54003 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -6638816.000000 Penalty: 5433.623047
	Iteration 79Q: 3 clusters Score -6638816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54002 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -6638817.000000 Penalty: 5433.623047
	Iteration 80F: 3 clusters Score -6638817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Entering Unmasked Estep 
Score: -251006.734375 Penalty: 1930.652588
	Iteration 0F: 2 clusters Score -251006.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -248112.750000 Penalty: 3861.305176
	Iteration 0F: 3 clusters Score -248112.8 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -248697.046875 Penalty: 3861.305176
	Iteration 1F: 3 clusters Score -248697 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -248870.718750 Penalty: 3861.305176
	Iteration 2F: 3 clusters Score -248870.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -248968.453125 Penalty: 3861.305176
	Iteration 3F: 3 clusters Score -248968.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -249028.656250 Penalty: 3861.305176
	Iteration 4Q: 3 clusters Score -249028.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -249067.046875 Penalty: 3861.305176
	Iteration 5Q: 3 clusters Score -249067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -249087.078125 Penalty: 3861.305176
	Iteration 6Q: 3 clusters Score -249087.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -249104.234375 Penalty: 3861.305176
	Iteration 7Q: 3 clusters Score -249104.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -249116.250000 Penalty: 3861.305176
	Iteration 8Q: 3 clusters Score -249116.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -249132.875000 Penalty: 3861.305176
	Iteration 9Q: 3 clusters Score -249132.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -249153.562500 Penalty: 3861.305176
	Iteration 10Q: 3 clusters Score -249153.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -249168.062500 Penalty: 3861.305176
	Iteration 11Q: 3 clusters Score -249168.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -249184.125000 Penalty: 3861.305176
	Iteration 12Q: 3 clusters Score -249184.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -249195.343750 Penalty: 3861.305176
	Iteration 13Q: 3 clusters Score -249195.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -249206.859375 Penalty: 3861.305176
	Iteration 14Q: 3 clusters Score -249206.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -249221.140625 Penalty: 3861.305176
	Iteration 15Q: 3 clusters Score -249221.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -249231.093750 Penalty: 3861.305176
	Iteration 16Q: 3 clusters Score -249231.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -249236.375000 Penalty: 3861.305176
	Iteration 17Q: 3 clusters Score -249236.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -249243.625000 Penalty: 3861.305176
	Iteration 18Q: 3 clusters Score -249243.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -249250.656250 Penalty: 3861.305176
	Iteration 19Q: 3 clusters Score -249250.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -249255.375000 Penalty: 3861.305176
	Iteration 20F: 3 clusters Score -249255.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -249256.578125 Penalty: 3861.305176
	Iteration 21Q: 3 clusters Score -249256.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -249257.812500 Penalty: 3861.305176
	Iteration 22Q: 3 clusters Score -249257.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -249260.453125 Penalty: 3861.305176
	Iteration 23Q: 3 clusters Score -249260.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -249261.468750 Penalty: 3861.305176
	Iteration 24Q: 3 clusters Score -249261.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -249262.921875 Penalty: 3861.305176
	Iteration 25Q: 3 clusters Score -249262.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -249264.437500 Penalty: 3861.305176
	Iteration 26Q: 3 clusters Score -249264.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -249266.781250 Penalty: 3861.305176
	Iteration 27Q: 3 clusters Score -249266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -249269.218750 Penalty: 3861.305176
	Iteration 28Q: 3 clusters Score -249269.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -249270.859375 Penalty: 3861.305176
	Iteration 29Q: 3 clusters Score -249270.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -249270.609375 Penalty: 3861.305176
	Iteration 30Q: 3 clusters Score -249270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -249273.734375 Penalty: 3861.305176
	Iteration 31Q: 3 clusters Score -249273.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -249278.171875 Penalty: 3861.305176
	Iteration 32Q: 3 clusters Score -249278.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -249282.500000 Penalty: 3861.305176
	Iteration 33Q: 3 clusters Score -249282.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -249285.312500 Penalty: 3861.305176
	Iteration 34Q: 3 clusters Score -249285.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -249286.875000 Penalty: 3861.305176
	Iteration 35Q: 3 clusters Score -249286.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -249287.265625 Penalty: 3861.305176
	Iteration 36Q: 3 clusters Score -249287.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -249287.343750 Penalty: 3861.305176
	Iteration 37Q: 3 clusters Score -249287.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -249287.343750 Penalty: 3861.305176
	Iteration 38F: 3 clusters Score -249287.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (239046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239046 members 
Entering Unmasked Estep 
Score: -28115116.000000 Penalty: 3071.333984
	Iteration 0F: 2 clusters Score -2.811512e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119254 members 
Mstep: Class 2 contains 119792 members 
Entering Unmasked Estep 
Score: -27963434.000000 Penalty: 6142.667969
	Iteration 0F: 3 clusters Score -2.796343e+07 nChanged 115161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113303 members 
Mstep: Class 2 contains 125743 members 
Entering Unmasked Estep 
Score: -28031442.000000 Penalty: 6142.667969
	Iteration 1F: 3 clusters Score -2.803144e+07 nChanged 7256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109703 members 
Mstep: Class 2 contains 129343 members 
Entering Unmasked Estep 
Score: -28033196.000000 Penalty: 6142.667969
	Iteration 2Q: 3 clusters Score -2.80332e+07 nChanged 8756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104105 members 
Mstep: Class 2 contains 134941 members 
Entering Unmasked Estep 
Score: -28036414.000000 Penalty: 6142.667969
	Iteration 3Q: 3 clusters Score -2.803641e+07 nChanged 11581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95602 members 
Mstep: Class 2 contains 143444 members 
Entering Unmasked Estep 
Score: -28041982.000000 Penalty: 6142.667969
	Iteration 4Q: 3 clusters Score -2.804198e+07 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83205 members 
Mstep: Class 2 contains 155841 members 
Entering Unmasked Estep 
Score: -28052056.000000 Penalty: 6142.667969
	Iteration 5F: 3 clusters Score -2.805206e+07 nChanged 18996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 171807 members 
Entering Unmasked Estep 
Score: -28067158.000000 Penalty: 6142.667969
	Iteration 6F: 3 clusters Score -2.806716e+07 nChanged 19245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50752 members 
Mstep: Class 2 contains 188294 members 
Entering Unmasked Estep 
Score: -28084822.000000 Penalty: 6142.667969
	Iteration 7F: 3 clusters Score -2.808482e+07 nChanged 14821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38561 members 
Mstep: Class 2 contains 200485 members 
Entering Unmasked Estep 
Score: -28098196.000000 Penalty: 6142.667969
	Iteration 8F: 3 clusters Score -2.80982e+07 nChanged 9163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 207218 members 
Entering Unmasked Estep 
Score: -28104360.000000 Penalty: 6142.667969
	Iteration 9Q: 3 clusters Score -2.810436e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27582 members 
Mstep: Class 2 contains 211464 members 
Entering Unmasked Estep 
Score: -28106952.000000 Penalty: 6142.667969
	Iteration 10Q: 3 clusters Score -2.810695e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 214821 members 
Entering Unmasked Estep 
Score: -28108316.000000 Penalty: 6142.667969
	Iteration 11Q: 3 clusters Score -2.810832e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 217686 members 
Entering Unmasked Estep 
Score: -28109230.000000 Penalty: 6142.667969
	Iteration 12Q: 3 clusters Score -2.810923e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18858 members 
Mstep: Class 2 contains 220188 members 
Entering Unmasked Estep 
Score: -28109862.000000 Penalty: 6142.667969
	Iteration 13Q: 3 clusters Score -2.810986e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Mstep: Class 2 contains 222359 members 
Entering Unmasked Estep 
Score: -28110468.000000 Penalty: 6142.667969
	Iteration 14Q: 3 clusters Score -2.811047e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 224248 members 
Entering Unmasked Estep 
Score: -28111070.000000 Penalty: 6142.667969
	Iteration 15Q: 3 clusters Score -2.811107e+07 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 225938 members 
Entering Unmasked Estep 
Score: -28111590.000000 Penalty: 6142.667969
	Iteration 16Q: 3 clusters Score -2.811159e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 227357 members 
Entering Unmasked Estep 
Score: -28111888.000000 Penalty: 6142.667969
	Iteration 17Q: 3 clusters Score -2.811189e+07 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 228608 members 
Entering Unmasked Estep 
Score: -28112338.000000 Penalty: 6142.667969
	Iteration 18Q: 3 clusters Score -2.811234e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 229685 members 
Entering Unmasked Estep 
Score: -28112546.000000 Penalty: 6142.667969
	Iteration 19Q: 3 clusters Score -2.811255e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 230585 members 
Entering Unmasked Estep 
Score: -28112686.000000 Penalty: 6142.667969
	Iteration 20F: 3 clusters Score -2.811269e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 231365 members 
Entering Unmasked Estep 
Score: -28112768.000000 Penalty: 6142.667969
	Iteration 21Q: 3 clusters Score -2.811277e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 231983 members 
Entering Unmasked Estep 
Score: -28112890.000000 Penalty: 6142.667969
	Iteration 22Q: 3 clusters Score -2.811289e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 232543 members 
Entering Unmasked Estep 
Score: -28112898.000000 Penalty: 6142.667969
	Iteration 23Q: 3 clusters Score -2.81129e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 233016 members 
Entering Unmasked Estep 
Score: -28112996.000000 Penalty: 6142.667969
	Iteration 24Q: 3 clusters Score -2.8113e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 233452 members 
Entering Unmasked Estep 
Score: -28113120.000000 Penalty: 6142.667969
	Iteration 25Q: 3 clusters Score -2.811312e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 233841 members 
Entering Unmasked Estep 
Score: -28113146.000000 Penalty: 6142.667969
	Iteration 26Q: 3 clusters Score -2.811315e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 234176 members 
Entering Unmasked Estep 
Score: -28113210.000000 Penalty: 6142.667969
	Iteration 27Q: 3 clusters Score -2.811321e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 234468 members 
Entering Unmasked Estep 
Score: -28113156.000000 Penalty: 6142.667969
	Iteration 28Q: 3 clusters Score -2.811316e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 234723 members 
Entering Unmasked Estep 
Score: -28113236.000000 Penalty: 6142.667969
	Iteration 29Q: 3 clusters Score -2.811324e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 234943 members 
Entering Unmasked Estep 
Score: -28113246.000000 Penalty: 6142.667969
	Iteration 30Q: 3 clusters Score -2.811325e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 235134 members 
Entering Unmasked Estep 
Score: -28113320.000000 Penalty: 6142.667969
	Iteration 31Q: 3 clusters Score -2.811332e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 235296 members 
Entering Unmasked Estep 
Score: -28113302.000000 Penalty: 6142.667969
	Iteration 32Q: 3 clusters Score -2.81133e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 235436 members 
Entering Unmasked Estep 
Score: -28113280.000000 Penalty: 6142.667969
	Iteration 33Q: 3 clusters Score -2.811328e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 235570 members 
Entering Unmasked Estep 
Score: -28113294.000000 Penalty: 6142.667969
	Iteration 34Q: 3 clusters Score -2.811329e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 235690 members 
Entering Unmasked Estep 
Score: -28113346.000000 Penalty: 6142.667969
	Iteration 35Q: 3 clusters Score -2.811335e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 235789 members 
Entering Unmasked Estep 
Score: -28113394.000000 Penalty: 6142.667969
	Iteration 36Q: 3 clusters Score -2.811339e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 235879 members 
Entering Unmasked Estep 
Score: -28113334.000000 Penalty: 6142.667969
	Iteration 37Q: 3 clusters Score -2.811333e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 235961 members 
Entering Unmasked Estep 
Score: -28113350.000000 Penalty: 6142.667969
	Iteration 38Q: 3 clusters Score -2.811335e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 236041 members 
Entering Unmasked Estep 
Score: -28113360.000000 Penalty: 6142.667969
	Iteration 39Q: 3 clusters Score -2.811336e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 236115 members 
Entering Unmasked Estep 
Score: -28113404.000000 Penalty: 6142.667969
	Iteration 40F: 3 clusters Score -2.81134e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 236177 members 
Entering Unmasked Estep 
Score: -28113412.000000 Penalty: 6142.667969
	Iteration 41Q: 3 clusters Score -2.811341e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 236216 members 
Entering Unmasked Estep 
Score: -28113436.000000 Penalty: 6142.667969
	Iteration 42Q: 3 clusters Score -2.811344e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 236256 members 
Entering Unmasked Estep 
Score: -28113430.000000 Penalty: 6142.667969
	Iteration 43Q: 3 clusters Score -2.811343e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 236280 members 
Entering Unmasked Estep 
Score: -28113422.000000 Penalty: 6142.667969
	Iteration 44Q: 3 clusters Score -2.811342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 236314 members 
Entering Unmasked Estep 
Score: -28113448.000000 Penalty: 6142.667969
	Iteration 45Q: 3 clusters Score -2.811345e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 236337 members 
Entering Unmasked Estep 
Score: -28113450.000000 Penalty: 6142.667969
	Iteration 46Q: 3 clusters Score -2.811345e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 236362 members 
Entering Unmasked Estep 
Score: -28113422.000000 Penalty: 6142.667969
	Iteration 47Q: 3 clusters Score -2.811342e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 236387 members 
Entering Unmasked Estep 
Score: -28113402.000000 Penalty: 6142.667969
	Iteration 48Q: 3 clusters Score -2.81134e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 236406 members 
Entering Unmasked Estep 
Score: -28113418.000000 Penalty: 6142.667969
	Iteration 49Q: 3 clusters Score -2.811342e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 236419 members 
Entering Unmasked Estep 
Score: -28113440.000000 Penalty: 6142.667969
	Iteration 50Q: 3 clusters Score -2.811344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 236422 members 
Entering Unmasked Estep 
Score: -28113446.000000 Penalty: 6142.667969
	Iteration 51Q: 3 clusters Score -2.811345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 236426 members 
Entering Unmasked Estep 
Score: -28113448.000000 Penalty: 6142.667969
	Iteration 52Q: 3 clusters Score -2.811345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 236433 members 
Entering Unmasked Estep 
Score: -28113446.000000 Penalty: 6142.667969
	Iteration 53Q: 3 clusters Score -2.811345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 236442 members 
Entering Unmasked Estep 
Score: -28113452.000000 Penalty: 6142.667969
	Iteration 54Q: 3 clusters Score -2.811345e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 236454 members 
Entering Unmasked Estep 
Score: -28113456.000000 Penalty: 6142.667969
	Iteration 55Q: 3 clusters Score -2.811346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 236460 members 
Entering Unmasked Estep 
Score: -28113448.000000 Penalty: 6142.667969
	Iteration 56Q: 3 clusters Score -2.811345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 236466 members 
Entering Unmasked Estep 
Score: -28113430.000000 Penalty: 6142.667969
	Iteration 57Q: 3 clusters Score -2.811343e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 236477 members 
Entering Unmasked Estep 
Score: -28113428.000000 Penalty: 6142.667969
	Iteration 58Q: 3 clusters Score -2.811343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 236486 members 
Entering Unmasked Estep 
Score: -28113434.000000 Penalty: 6142.667969
	Iteration 59Q: 3 clusters Score -2.811343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 236494 members 
Entering Unmasked Estep 
Score: -28113424.000000 Penalty: 6142.667969
	Iteration 60F: 3 clusters Score -2.811342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 236503 members 
Entering Unmasked Estep 
Score: -28113424.000000 Penalty: 6142.667969
	Iteration 61Q: 3 clusters Score -2.811342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 236514 members 
Entering Unmasked Estep 
Score: -28113418.000000 Penalty: 6142.667969
	Iteration 62Q: 3 clusters Score -2.811342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 236527 members 
Entering Unmasked Estep 
Score: -28113430.000000 Penalty: 6142.667969
	Iteration 63Q: 3 clusters Score -2.811343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 236536 members 
Entering Unmasked Estep 
Score: -28113434.000000 Penalty: 6142.667969
	Iteration 64Q: 3 clusters Score -2.811343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 236544 members 
Entering Unmasked Estep 
Score: -28113432.000000 Penalty: 6142.667969
	Iteration 65Q: 3 clusters Score -2.811343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 236554 members 
Entering Unmasked Estep 
Score: -28113438.000000 Penalty: 6142.667969
	Iteration 66Q: 3 clusters Score -2.811344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 236558 members 
Entering Unmasked Estep 
Score: -28113420.000000 Penalty: 6142.667969
	Iteration 67Q: 3 clusters Score -2.811342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 236559 members 
Entering Unmasked Estep 
Score: -28113424.000000 Penalty: 6142.667969
	Iteration 68Q: 3 clusters Score -2.811342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 236562 members 
Entering Unmasked Estep 
Score: -28113428.000000 Penalty: 6142.667969
	Iteration 69Q: 3 clusters Score -2.811343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 236572 members 
Entering Unmasked Estep 
Score: -28113428.000000 Penalty: 6142.667969
	Iteration 70Q: 3 clusters Score -2.811343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 236577 members 
Entering Unmasked Estep 
Score: -28113438.000000 Penalty: 6142.667969
	Iteration 71Q: 3 clusters Score -2.811344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 236584 members 
Entering Unmasked Estep 
Score: -28113434.000000 Penalty: 6142.667969
	Iteration 72Q: 3 clusters Score -2.811343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 236591 members 
Entering Unmasked Estep 
Score: -28113424.000000 Penalty: 6142.667969
	Iteration 73Q: 3 clusters Score -2.811342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 236595 members 
Entering Unmasked Estep 
Score: -28113416.000000 Penalty: 6142.667969
	Iteration 74Q: 3 clusters Score -2.811342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 236596 members 
Entering Unmasked Estep 
Score: -28113420.000000 Penalty: 6142.667969
	Iteration 75Q: 3 clusters Score -2.811342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 236595 members 
Entering Unmasked Estep 
Score: -28113420.000000 Penalty: 6142.667969
	Iteration 76Q: 3 clusters Score -2.811342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 236595 members 
Entering Unmasked Estep 
Score: -28113420.000000 Penalty: 6142.667969
	Iteration 77F: 3 clusters Score -2.811342e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Entering Unmasked Estep 
Score: -2446679.000000 Penalty: 2507.635986
	Iteration 0F: 2 clusters Score -2446679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -2429695.750000 Penalty: 5015.271973
	Iteration 0F: 3 clusters Score -2429696 nChanged 10905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 13131 members 
Entering Unmasked Estep 
Score: -2435968.000000 Penalty: 5015.271973
	Iteration 1F: 3 clusters Score -2435968 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2436876.500000 Penalty: 5015.271973
	Iteration 2F: 3 clusters Score -2436876 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -2437920.250000 Penalty: 5015.271973
	Iteration 3F: 3 clusters Score -2437920 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2439090.000000 Penalty: 5015.271973
	Iteration 4F: 3 clusters Score -2439090 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -2440241.250000 Penalty: 5015.271973
	Iteration 5F: 3 clusters Score -2440241 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2441178.250000 Penalty: 5015.271973
	Iteration 6F: 3 clusters Score -2441178 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2441886.500000 Penalty: 5015.271973
	Iteration 7Q: 3 clusters Score -2441886 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2442348.500000 Penalty: 5015.271973
	Iteration 8Q: 3 clusters Score -2442348 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2442712.250000 Penalty: 5015.271973
	Iteration 9Q: 3 clusters Score -2442712 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -2443032.250000 Penalty: 5015.271973
	Iteration 10Q: 3 clusters Score -2443032 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -2443318.250000 Penalty: 5015.271973
	Iteration 11Q: 3 clusters Score -2443318 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -2443589.250000 Penalty: 5015.271973
	Iteration 12Q: 3 clusters Score -2443589 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -2443831.250000 Penalty: 5015.271973
	Iteration 13Q: 3 clusters Score -2443831 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 21999 members 
Entering Unmasked Estep 
Score: -2444030.500000 Penalty: 5015.271973
	Iteration 14Q: 3 clusters Score -2444030 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2444202.750000 Penalty: 5015.271973
	Iteration 15Q: 3 clusters Score -2444203 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 22444 members 
Entering Unmasked Estep 
Score: -2444376.500000 Penalty: 5015.271973
	Iteration 16Q: 3 clusters Score -2444376 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -2444554.500000 Penalty: 5015.271973
	Iteration 17Q: 3 clusters Score -2444554 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -2444731.750000 Penalty: 5015.271973
	Iteration 18Q: 3 clusters Score -2444732 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2444868.000000 Penalty: 5015.271973
	Iteration 19Q: 3 clusters Score -2444868 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2444988.250000 Penalty: 5015.271973
	Iteration 20F: 3 clusters Score -2444988 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2445065.250000 Penalty: 5015.271973
	Iteration 21Q: 3 clusters Score -2445065 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -2445120.250000 Penalty: 5015.271973
	Iteration 22Q: 3 clusters Score -2445120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -2445180.250000 Penalty: 5015.271973
	Iteration 23Q: 3 clusters Score -2445180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2445217.250000 Penalty: 5015.271973
	Iteration 24Q: 3 clusters Score -2445217 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 23211 members 
Entering Unmasked Estep 
Score: -2445254.750000 Penalty: 5015.271973
	Iteration 25Q: 3 clusters Score -2445255 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -2445280.500000 Penalty: 5015.271973
	Iteration 26Q: 3 clusters Score -2445280 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -2445291.000000 Penalty: 5015.271973
	Iteration 27Q: 3 clusters Score -2445291 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2445299.750000 Penalty: 5015.271973
	Iteration 28Q: 3 clusters Score -2445300 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 23261 members 
Entering Unmasked Estep 
Score: -2445306.250000 Penalty: 5015.271973
	Iteration 29Q: 3 clusters Score -2445306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -2445312.750000 Penalty: 5015.271973
	Iteration 30Q: 3 clusters Score -2445313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -2445312.250000 Penalty: 5015.271973
	Iteration 31Q: 3 clusters Score -2445312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2445316.500000 Penalty: 5015.271973
	Iteration 32Q: 3 clusters Score -2445316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -2445314.250000 Penalty: 5015.271973
	Iteration 33Q: 3 clusters Score -2445314 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 23275 members 
Entering Unmasked Estep 
Score: -2445314.250000 Penalty: 5015.271973
	Iteration 34F: 3 clusters Score -2445314 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Entering Unmasked Estep 
Score: -2075638.500000 Penalty: 2436.260742
	Iteration 0F: 2 clusters Score -2075638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -2062597.250000 Penalty: 4872.521484
	Iteration 0F: 3 clusters Score -2062597 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8665 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -2067054.125000 Penalty: 4872.521484
	Iteration 1F: 3 clusters Score -2067054 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -2067668.000000 Penalty: 4872.521484
	Iteration 2F: 3 clusters Score -2067668 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2068260.375000 Penalty: 4872.521484
	Iteration 3F: 3 clusters Score -2068260 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -2068908.750000 Penalty: 4872.521484
	Iteration 4F: 3 clusters Score -2068909 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2069543.250000 Penalty: 4872.521484
	Iteration 5F: 3 clusters Score -2069543 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -2070155.250000 Penalty: 4872.521484
	Iteration 6F: 3 clusters Score -2070155 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -2070731.250000 Penalty: 4872.521484
	Iteration 7F: 3 clusters Score -2070731 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2071277.500000 Penalty: 4872.521484
	Iteration 8Q: 3 clusters Score -2071278 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2071727.000000 Penalty: 4872.521484
	Iteration 9Q: 3 clusters Score -2071727 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2072100.500000 Penalty: 4872.521484
	Iteration 10Q: 3 clusters Score -2072100 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -2072439.750000 Penalty: 4872.521484
	Iteration 11Q: 3 clusters Score -2072440 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2072692.375000 Penalty: 4872.521484
	Iteration 12Q: 3 clusters Score -2072692 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2072887.000000 Penalty: 4872.521484
	Iteration 13Q: 3 clusters Score -2072887 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2073014.625000 Penalty: 4872.521484
	Iteration 14Q: 3 clusters Score -2073015 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -2073099.625000 Penalty: 4872.521484
	Iteration 15Q: 3 clusters Score -2073100 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -2073169.750000 Penalty: 4872.521484
	Iteration 16Q: 3 clusters Score -2073170 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -2073219.250000 Penalty: 4872.521484
	Iteration 17Q: 3 clusters Score -2073219 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 15844 members 
Entering Unmasked Estep 
Score: -2073266.500000 Penalty: 4872.521484
	Iteration 18Q: 3 clusters Score -2073266 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2073295.625000 Penalty: 4872.521484
	Iteration 19Q: 3 clusters Score -2073296 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -2073333.375000 Penalty: 4872.521484
	Iteration 20F: 3 clusters Score -2073333 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2073357.875000 Penalty: 4872.521484
	Iteration 21Q: 3 clusters Score -2073358 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2073388.000000 Penalty: 4872.521484
	Iteration 22Q: 3 clusters Score -2073388 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -2073400.875000 Penalty: 4872.521484
	Iteration 23Q: 3 clusters Score -2073401 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2073420.625000 Penalty: 4872.521484
	Iteration 24Q: 3 clusters Score -2073421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -2073437.250000 Penalty: 4872.521484
	Iteration 25Q: 3 clusters Score -2073437 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2073454.500000 Penalty: 4872.521484
	Iteration 26Q: 3 clusters Score -2073454 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2073473.125000 Penalty: 4872.521484
	Iteration 27Q: 3 clusters Score -2073473 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2073496.000000 Penalty: 4872.521484
	Iteration 28Q: 3 clusters Score -2073496 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2073512.875000 Penalty: 4872.521484
	Iteration 29Q: 3 clusters Score -2073513 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2073528.750000 Penalty: 4872.521484
	Iteration 30Q: 3 clusters Score -2073529 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2073541.750000 Penalty: 4872.521484
	Iteration 31Q: 3 clusters Score -2073542 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -2073554.125000 Penalty: 4872.521484
	Iteration 32Q: 3 clusters Score -2073554 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -2073568.250000 Penalty: 4872.521484
	Iteration 33Q: 3 clusters Score -2073568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 16731 members 
Entering Unmasked Estep 
Score: -2073579.375000 Penalty: 4872.521484
	Iteration 34Q: 3 clusters Score -2073579 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 16762 members 
Entering Unmasked Estep 
Score: -2073592.500000 Penalty: 4872.521484
	Iteration 35Q: 3 clusters Score -2073592 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -2073604.875000 Penalty: 4872.521484
	Iteration 36Q: 3 clusters Score -2073605 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2073612.500000 Penalty: 4872.521484
	Iteration 37Q: 3 clusters Score -2073612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2073622.250000 Penalty: 4872.521484
	Iteration 38Q: 3 clusters Score -2073622 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2073631.500000 Penalty: 4872.521484
	Iteration 39Q: 3 clusters Score -2073632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2073637.750000 Penalty: 4872.521484
	Iteration 40F: 3 clusters Score -2073638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -2073637.375000 Penalty: 4872.521484
	Iteration 41Q: 3 clusters Score -2073637 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2073642.500000 Penalty: 4872.521484
	Iteration 42Q: 3 clusters Score -2073642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2073646.375000 Penalty: 4872.521484
	Iteration 43Q: 3 clusters Score -2073646 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2073649.125000 Penalty: 4872.521484
	Iteration 44Q: 3 clusters Score -2073649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -2073652.500000 Penalty: 4872.521484
	Iteration 45Q: 3 clusters Score -2073652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
Score: -2073660.500000 Penalty: 4872.521484
	Iteration 46Q: 3 clusters Score -2073660 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -2073664.750000 Penalty: 4872.521484
	Iteration 47Q: 3 clusters Score -2073665 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2073673.625000 Penalty: 4872.521484
	Iteration 48Q: 3 clusters Score -2073674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2073682.000000 Penalty: 4872.521484
	Iteration 49Q: 3 clusters Score -2073682 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -2073689.500000 Penalty: 4872.521484
	Iteration 50Q: 3 clusters Score -2073690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -2073692.125000 Penalty: 4872.521484
	Iteration 51Q: 3 clusters Score -2073692 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2073700.625000 Penalty: 4872.521484
	Iteration 52Q: 3 clusters Score -2073701 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -2073709.250000 Penalty: 4872.521484
	Iteration 53Q: 3 clusters Score -2073709 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -2073719.375000 Penalty: 4872.521484
	Iteration 54Q: 3 clusters Score -2073719 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2073727.375000 Penalty: 4872.521484
	Iteration 55Q: 3 clusters Score -2073727 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2073735.625000 Penalty: 4872.521484
	Iteration 56Q: 3 clusters Score -2073736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2073737.875000 Penalty: 4872.521484
	Iteration 57Q: 3 clusters Score -2073738 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2073740.375000 Penalty: 4872.521484
	Iteration 58Q: 3 clusters Score -2073740 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2073749.250000 Penalty: 4872.521484
	Iteration 59Q: 3 clusters Score -2073749 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17182 members 
Entering Unmasked Estep 
Score: -2073750.750000 Penalty: 4872.521484
	Iteration 60F: 3 clusters Score -2073751 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2073753.125000 Penalty: 4872.521484
	Iteration 61Q: 3 clusters Score -2073753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -2073758.750000 Penalty: 4872.521484
	Iteration 62Q: 3 clusters Score -2073759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2073758.625000 Penalty: 4872.521484
	Iteration 63Q: 3 clusters Score -2073759 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -2073759.250000 Penalty: 4872.521484
	Iteration 64Q: 3 clusters Score -2073759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2073762.000000 Penalty: 4872.521484
	Iteration 65Q: 3 clusters Score -2073762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -2073764.000000 Penalty: 4872.521484
	Iteration 66Q: 3 clusters Score -2073764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2073763.625000 Penalty: 4872.521484
	Iteration 67Q: 3 clusters Score -2073764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -2073762.000000 Penalty: 4872.521484
	Iteration 68Q: 3 clusters Score -2073762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -2073764.125000 Penalty: 4872.521484
	Iteration 69Q: 3 clusters Score -2073764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2073767.250000 Penalty: 4872.521484
	Iteration 70Q: 3 clusters Score -2073767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2073771.375000 Penalty: 4872.521484
	Iteration 71Q: 3 clusters Score -2073771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2073777.750000 Penalty: 4872.521484
	Iteration 72Q: 3 clusters Score -2073778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2073783.875000 Penalty: 4872.521484
	Iteration 73Q: 3 clusters Score -2073784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2073792.625000 Penalty: 4872.521484
	Iteration 74Q: 3 clusters Score -2073793 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2073802.375000 Penalty: 4872.521484
	Iteration 75Q: 3 clusters Score -2073802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2073801.500000 Penalty: 4872.521484
	Iteration 76Q: 3 clusters Score -2073802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2073802.500000 Penalty: 4872.521484
	Iteration 77Q: 3 clusters Score -2073802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2073806.750000 Penalty: 4872.521484
	Iteration 78Q: 3 clusters Score -2073807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2073810.125000 Penalty: 4872.521484
	Iteration 79Q: 3 clusters Score -2073810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2073810.125000 Penalty: 4872.521484
	Iteration 80F: 3 clusters Score -2073810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Entering Unmasked Estep 
Score: -4467484.500000 Penalty: 2625.773438
	Iteration 0F: 2 clusters Score -4467484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 19853 members 
Entering Unmasked Estep 
Score: -4440592.500000 Penalty: 5251.546875
	Iteration 0F: 3 clusters Score -4440592 nChanged 18144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -4450612.000000 Penalty: 5251.546875
	Iteration 1F: 3 clusters Score -4450612 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4451209.500000 Penalty: 5251.546875
	Iteration 2Q: 3 clusters Score -4451210 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 19127 members 
Entering Unmasked Estep 
Score: -4452131.000000 Penalty: 5251.546875
	Iteration 3Q: 3 clusters Score -4452131 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -4453520.000000 Penalty: 5251.546875
	Iteration 4F: 3 clusters Score -4453520 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -4455156.500000 Penalty: 5251.546875
	Iteration 5F: 3 clusters Score -4455156 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24089 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -4456948.500000 Penalty: 5251.546875
	Iteration 6F: 3 clusters Score -4456948 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -4458696.000000 Penalty: 5251.546875
	Iteration 7F: 3 clusters Score -4458696 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -4460329.500000 Penalty: 5251.546875
	Iteration 8F: 3 clusters Score -4460330 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -4461878.000000 Penalty: 5251.546875
	Iteration 9F: 3 clusters Score -4461878 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 7661 members 
Entering Unmasked Estep 
Score: -4463366.500000 Penalty: 5251.546875
	Iteration 10Q: 3 clusters Score -4463366 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -4464660.500000 Penalty: 5251.546875
	Iteration 11Q: 3 clusters Score -4464660 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -4465675.000000 Penalty: 5251.546875
	Iteration 12Q: 3 clusters Score -4465675 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4466310.500000 Penalty: 5251.546875
	Iteration 13Q: 3 clusters Score -4466310 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36506 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -4466706.000000 Penalty: 5251.546875
	Iteration 14Q: 3 clusters Score -4466706 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -4466964.500000 Penalty: 5251.546875
	Iteration 15Q: 3 clusters Score -4466964 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4467124.500000 Penalty: 5251.546875
	Iteration 16Q: 3 clusters Score -4467124 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37546 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -4467271.500000 Penalty: 5251.546875
	Iteration 17Q: 3 clusters Score -4467272 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4467338.000000 Penalty: 5251.546875
	Iteration 18Q: 3 clusters Score -4467338 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -4467379.000000 Penalty: 5251.546875
	Iteration 19Q: 3 clusters Score -4467379 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4467423.500000 Penalty: 5251.546875
	Iteration 20F: 3 clusters Score -4467424 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -4467447.500000 Penalty: 5251.546875
	Iteration 21Q: 3 clusters Score -4467448 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -4467465.000000 Penalty: 5251.546875
	Iteration 22Q: 3 clusters Score -4467465 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -4467467.000000 Penalty: 5251.546875
	Iteration 23Q: 3 clusters Score -4467467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38091 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -4467469.000000 Penalty: 5251.546875
	Iteration 24Q: 3 clusters Score -4467469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38097 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4467471.500000 Penalty: 5251.546875
	Iteration 25Q: 3 clusters Score -4467472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -4467474.500000 Penalty: 5251.546875
	Iteration 26Q: 3 clusters Score -4467474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38117 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4467478.500000 Penalty: 5251.546875
	Iteration 27Q: 3 clusters Score -4467478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38126 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -4467480.500000 Penalty: 5251.546875
	Iteration 28Q: 3 clusters Score -4467480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38131 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -4467477.000000 Penalty: 5251.546875
	Iteration 29Q: 3 clusters Score -4467477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -4467476.000000 Penalty: 5251.546875
	Iteration 30Q: 3 clusters Score -4467476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -4467479.500000 Penalty: 5251.546875
	Iteration 31Q: 3 clusters Score -4467480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38148 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -4467481.500000 Penalty: 5251.546875
	Iteration 32Q: 3 clusters Score -4467482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38150 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -4467484.000000 Penalty: 5251.546875
	Iteration 33Q: 3 clusters Score -4467484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4467483.000000 Penalty: 5251.546875
	Iteration 34Q: 3 clusters Score -4467483 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -4467482.000000 Penalty: 5251.546875
	Iteration 35Q: 3 clusters Score -4467482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38153 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -4467481.500000 Penalty: 5251.546875
	Iteration 36Q: 3 clusters Score -4467482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4467479.500000 Penalty: 5251.546875
	Iteration 37Q: 3 clusters Score -4467480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38155 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4467479.500000 Penalty: 5251.546875
	Iteration 38F: 3 clusters Score -4467480 nChanged 0
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: -528489.875000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -528489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -523280.156250 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -523280.2 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -524942.187500 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -524942.2 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -525616.937500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -525616.9 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -526614.250000 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -526614.2 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -527802.250000 Penalty: 4330.262207
	Iteration 4F: 3 clusters Score -527802.2 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -528528.125000 Penalty: 4330.262207
	Iteration 5F: 3 clusters Score -528528.1 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -528802.812500 Penalty: 4330.262207
	Iteration 6Q: 3 clusters Score -528802.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -528897.125000 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -528897.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -528948.062500 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -528948.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -528968.812500 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -528968.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -528980.125000 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -528980.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -528987.250000 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -528987.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -528988.312500 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -528988.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -528991.750000 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -528991.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -528993.437500 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -528993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -528992.750000 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -528992.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -528994.375000 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -528994.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -528995.062500 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -528995.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -528995.187500 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -528995.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -528995.250000 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -528995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -528995.250000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -528995.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26106 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57233 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239046 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39648 members 
Mstep: Class 13 contains 1031 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15376 members 
Mstep: Class 16 contains 37853 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 78870 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317473 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19257 members 
Mstep: Class 26 contains 197558 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 5157 members 
Entering Unmasked Estep 
Score: -161426464.000000 Penalty: 101876.304688
Splitting cluster 13 changes total score from -161427296.000000 to -161426464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (208534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208534 members 
Entering Unmasked Estep 
Score: -24656266.000000 Penalty: 3037.468506
	Iteration 0F: 2 clusters Score -2.465627e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104301 members 
Mstep: Class 2 contains 104233 members 
Entering Unmasked Estep 
Score: -24522406.000000 Penalty: 6074.937012
	Iteration 0F: 3 clusters Score -2.452241e+07 nChanged 100561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106780 members 
Mstep: Class 2 contains 101754 members 
Entering Unmasked Estep 
Score: -24583130.000000 Penalty: 6074.937012
	Iteration 1F: 3 clusters Score -2.458313e+07 nChanged 7489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107613 members 
Mstep: Class 2 contains 100921 members 
Entering Unmasked Estep 
Score: -24585506.000000 Penalty: 6074.937012
	Iteration 2Q: 3 clusters Score -2.458551e+07 nChanged 8624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108901 members 
Mstep: Class 2 contains 99633 members 
Entering Unmasked Estep 
Score: -24588976.000000 Penalty: 6074.937012
	Iteration 3Q: 3 clusters Score -2.458898e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110865 members 
Mstep: Class 2 contains 97669 members 
Entering Unmasked Estep 
Score: -24594818.000000 Penalty: 6074.937012
	Iteration 4Q: 3 clusters Score -2.459482e+07 nChanged 12678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113755 members 
Mstep: Class 2 contains 94779 members 
Entering Unmasked Estep 
Score: -24603154.000000 Penalty: 6074.937012
	Iteration 5F: 3 clusters Score -2.460315e+07 nChanged 14515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117214 members 
Mstep: Class 2 contains 91320 members 
Entering Unmasked Estep 
Score: -24614546.000000 Penalty: 6074.937012
	Iteration 6F: 3 clusters Score -2.461455e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120732 members 
Mstep: Class 2 contains 87802 members 
Entering Unmasked Estep 
Score: -24625272.000000 Penalty: 6074.937012
	Iteration 7F: 3 clusters Score -2.462527e+07 nChanged 11607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123481 members 
Mstep: Class 2 contains 85053 members 
Entering Unmasked Estep 
Score: -24631200.000000 Penalty: 6074.937012
	Iteration 8F: 3 clusters Score -2.46312e+07 nChanged 7411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125772 members 
Mstep: Class 2 contains 82762 members 
Entering Unmasked Estep 
Score: -24633562.000000 Penalty: 6074.937012
	Iteration 9Q: 3 clusters Score -2.463356e+07 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127901 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -24634634.000000 Penalty: 6074.937012
	Iteration 10Q: 3 clusters Score -2.463463e+07 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130125 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -24635546.000000 Penalty: 6074.937012
	Iteration 11Q: 3 clusters Score -2.463555e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132473 members 
Mstep: Class 2 contains 76061 members 
Entering Unmasked Estep 
Score: -24636604.000000 Penalty: 6074.937012
	Iteration 12Q: 3 clusters Score -2.46366e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134924 members 
Mstep: Class 2 contains 73610 members 
Entering Unmasked Estep 
Score: -24637818.000000 Penalty: 6074.937012
	Iteration 13Q: 3 clusters Score -2.463782e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137403 members 
Mstep: Class 2 contains 71131 members 
Entering Unmasked Estep 
Score: -24639294.000000 Penalty: 6074.937012
	Iteration 14Q: 3 clusters Score -2.463929e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139845 members 
Mstep: Class 2 contains 68689 members 
Entering Unmasked Estep 
Score: -24640872.000000 Penalty: 6074.937012
	Iteration 15Q: 3 clusters Score -2.464087e+07 nChanged 3354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142349 members 
Mstep: Class 2 contains 66185 members 
Entering Unmasked Estep 
Score: -24642270.000000 Penalty: 6074.937012
	Iteration 16Q: 3 clusters Score -2.464227e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144852 members 
Mstep: Class 2 contains 63682 members 
Entering Unmasked Estep 
Score: -24643960.000000 Penalty: 6074.937012
	Iteration 17Q: 3 clusters Score -2.464396e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147203 members 
Mstep: Class 2 contains 61331 members 
Entering Unmasked Estep 
Score: -24645536.000000 Penalty: 6074.937012
	Iteration 18Q: 3 clusters Score -2.464554e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149301 members 
Mstep: Class 2 contains 59233 members 
Entering Unmasked Estep 
Score: -24647116.000000 Penalty: 6074.937012
	Iteration 19Q: 3 clusters Score -2.464712e+07 nChanged 2844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151207 members 
Mstep: Class 2 contains 57327 members 
Entering Unmasked Estep 
Score: -24648272.000000 Penalty: 6074.937012
	Iteration 20F: 3 clusters Score -2.464827e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153046 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -24649178.000000 Penalty: 6074.937012
	Iteration 21Q: 3 clusters Score -2.464918e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 53838 members 
Entering Unmasked Estep 
Score: -24649936.000000 Penalty: 6074.937012
	Iteration 22Q: 3 clusters Score -2.464994e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156176 members 
Mstep: Class 2 contains 52358 members 
Entering Unmasked Estep 
Score: -24650602.000000 Penalty: 6074.937012
	Iteration 23Q: 3 clusters Score -2.46506e+07 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157525 members 
Mstep: Class 2 contains 51009 members 
Entering Unmasked Estep 
Score: -24650898.000000 Penalty: 6074.937012
	Iteration 24Q: 3 clusters Score -2.46509e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 49854 members 
Entering Unmasked Estep 
Score: -24651054.000000 Penalty: 6074.937012
	Iteration 25Q: 3 clusters Score -2.465105e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159734 members 
Mstep: Class 2 contains 48800 members 
Entering Unmasked Estep 
Score: -24651186.000000 Penalty: 6074.937012
	Iteration 26Q: 3 clusters Score -2.465119e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160649 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -24651364.000000 Penalty: 6074.937012
	Iteration 27Q: 3 clusters Score -2.465136e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161526 members 
Mstep: Class 2 contains 47008 members 
Entering Unmasked Estep 
Score: -24651368.000000 Penalty: 6074.937012
	Iteration 28Q: 3 clusters Score -2.465137e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162328 members 
Mstep: Class 2 contains 46206 members 
Entering Unmasked Estep 
Score: -24651348.000000 Penalty: 6074.937012
	Iteration 29Q: 3 clusters Score -2.465135e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162980 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -24651378.000000 Penalty: 6074.937012
	Iteration 30Q: 3 clusters Score -2.465138e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163633 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -24651392.000000 Penalty: 6074.937012
	Iteration 31Q: 3 clusters Score -2.465139e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164268 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -24651354.000000 Penalty: 6074.937012
	Iteration 32Q: 3 clusters Score -2.465135e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164858 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -24651334.000000 Penalty: 6074.937012
	Iteration 33Q: 3 clusters Score -2.465133e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165432 members 
Mstep: Class 2 contains 43102 members 
Entering Unmasked Estep 
Score: -24651326.000000 Penalty: 6074.937012
	Iteration 34Q: 3 clusters Score -2.465133e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165978 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -24651310.000000 Penalty: 6074.937012
	Iteration 35Q: 3 clusters Score -2.465131e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166546 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -24651364.000000 Penalty: 6074.937012
	Iteration 36Q: 3 clusters Score -2.465136e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167081 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -24651254.000000 Penalty: 6074.937012
	Iteration 37Q: 3 clusters Score -2.465125e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167575 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -24651214.000000 Penalty: 6074.937012
	Iteration 38Q: 3 clusters Score -2.465121e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168079 members 
Mstep: Class 2 contains 40455 members 
Entering Unmasked Estep 
Score: -24651224.000000 Penalty: 6074.937012
	Iteration 39Q: 3 clusters Score -2.465122e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168545 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -24651144.000000 Penalty: 6074.937012
	Iteration 40F: 3 clusters Score -2.465114e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169005 members 
Mstep: Class 2 contains 39529 members 
Entering Unmasked Estep 
Score: -24651172.000000 Penalty: 6074.937012
	Iteration 41Q: 3 clusters Score -2.465117e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169460 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -24651170.000000 Penalty: 6074.937012
	Iteration 42Q: 3 clusters Score -2.465117e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169930 members 
Mstep: Class 2 contains 38604 members 
Entering Unmasked Estep 
Score: -24651242.000000 Penalty: 6074.937012
	Iteration 43Q: 3 clusters Score -2.465124e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170368 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -24651252.000000 Penalty: 6074.937012
	Iteration 44Q: 3 clusters Score -2.465125e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 37713 members 
Entering Unmasked Estep 
Score: -24651226.000000 Penalty: 6074.937012
	Iteration 45Q: 3 clusters Score -2.465123e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171311 members 
Mstep: Class 2 contains 37223 members 
Entering Unmasked Estep 
Score: -24651268.000000 Penalty: 6074.937012
	Iteration 46Q: 3 clusters Score -2.465127e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171794 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -24651398.000000 Penalty: 6074.937012
	Iteration 47Q: 3 clusters Score -2.46514e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172276 members 
Mstep: Class 2 contains 36258 members 
Entering Unmasked Estep 
Score: -24651356.000000 Penalty: 6074.937012
	Iteration 48Q: 3 clusters Score -2.465136e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172735 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -24651412.000000 Penalty: 6074.937012
	Iteration 49Q: 3 clusters Score -2.465141e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173194 members 
Mstep: Class 2 contains 35340 members 
Entering Unmasked Estep 
Score: -24651416.000000 Penalty: 6074.937012
	Iteration 50Q: 3 clusters Score -2.465142e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173683 members 
Mstep: Class 2 contains 34851 members 
Entering Unmasked Estep 
Score: -24651344.000000 Penalty: 6074.937012
	Iteration 51Q: 3 clusters Score -2.465134e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174216 members 
Mstep: Class 2 contains 34318 members 
Entering Unmasked Estep 
Score: -24651332.000000 Penalty: 6074.937012
	Iteration 52Q: 3 clusters Score -2.465133e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174743 members 
Mstep: Class 2 contains 33791 members 
Entering Unmasked Estep 
Score: -24651370.000000 Penalty: 6074.937012
	Iteration 53Q: 3 clusters Score -2.465137e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175239 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -24651426.000000 Penalty: 6074.937012
	Iteration 54Q: 3 clusters Score -2.465143e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175756 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -24651426.000000 Penalty: 6074.937012
	Iteration 55Q: 3 clusters Score -2.465143e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176261 members 
Mstep: Class 2 contains 32273 members 
Entering Unmasked Estep 
Score: -24651406.000000 Penalty: 6074.937012
	Iteration 56Q: 3 clusters Score -2.465141e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176788 members 
Mstep: Class 2 contains 31746 members 
Entering Unmasked Estep 
Score: -24651432.000000 Penalty: 6074.937012
	Iteration 57Q: 3 clusters Score -2.465143e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177292 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -24651408.000000 Penalty: 6074.937012
	Iteration 58Q: 3 clusters Score -2.465141e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177806 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -24651392.000000 Penalty: 6074.937012
	Iteration 59Q: 3 clusters Score -2.465139e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178338 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -24651476.000000 Penalty: 6074.937012
	Iteration 60F: 3 clusters Score -2.465148e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178913 members 
Mstep: Class 2 contains 29621 members 
Entering Unmasked Estep 
Score: -24651430.000000 Penalty: 6074.937012
	Iteration 61Q: 3 clusters Score -2.465143e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179469 members 
Mstep: Class 2 contains 29065 members 
Entering Unmasked Estep 
Score: -24651522.000000 Penalty: 6074.937012
	Iteration 62Q: 3 clusters Score -2.465152e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180014 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -24651532.000000 Penalty: 6074.937012
	Iteration 63Q: 3 clusters Score -2.465153e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180583 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -24651590.000000 Penalty: 6074.937012
	Iteration 64Q: 3 clusters Score -2.465159e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181173 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -24651616.000000 Penalty: 6074.937012
	Iteration 65Q: 3 clusters Score -2.465162e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181812 members 
Mstep: Class 2 contains 26722 members 
Entering Unmasked Estep 
Score: -24651706.000000 Penalty: 6074.937012
	Iteration 66Q: 3 clusters Score -2.465171e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182477 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -24651706.000000 Penalty: 6074.937012
	Iteration 67Q: 3 clusters Score -2.465171e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183134 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -24651688.000000 Penalty: 6074.937012
	Iteration 68Q: 3 clusters Score -2.465169e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183818 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -24651744.000000 Penalty: 6074.937012
	Iteration 69Q: 3 clusters Score -2.465174e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184549 members 
Mstep: Class 2 contains 23985 members 
Entering Unmasked Estep 
Score: -24651764.000000 Penalty: 6074.937012
	Iteration 70Q: 3 clusters Score -2.465176e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185300 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -24651784.000000 Penalty: 6074.937012
	Iteration 71Q: 3 clusters Score -2.465178e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186064 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -24651776.000000 Penalty: 6074.937012
	Iteration 72Q: 3 clusters Score -2.465178e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186860 members 
Mstep: Class 2 contains 21674 members 
Entering Unmasked Estep 
Score: -24651892.000000 Penalty: 6074.937012
	Iteration 73Q: 3 clusters Score -2.465189e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187679 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -24652000.000000 Penalty: 6074.937012
	Iteration 74Q: 3 clusters Score -2.4652e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188518 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -24652198.000000 Penalty: 6074.937012
	Iteration 75Q: 3 clusters Score -2.46522e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189358 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -24652238.000000 Penalty: 6074.937012
	Iteration 76Q: 3 clusters Score -2.465224e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190157 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -24652360.000000 Penalty: 6074.937012
	Iteration 77Q: 3 clusters Score -2.465236e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191002 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -24652456.000000 Penalty: 6074.937012
	Iteration 78Q: 3 clusters Score -2.465246e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191853 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -24652482.000000 Penalty: 6074.937012
	Iteration 79Q: 3 clusters Score -2.465248e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192738 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -24652670.000000 Penalty: 6074.937012
	Iteration 80F: 3 clusters Score -2.465267e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193631 members 
Mstep: Class 2 contains 14903 members 
Entering Unmasked Estep 
Score: -24652792.000000 Penalty: 6074.937012
	Iteration 81Q: 3 clusters Score -2.465279e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194505 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -24652924.000000 Penalty: 6074.937012
	Iteration 82Q: 3 clusters Score -2.465292e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195395 members 
Mstep: Class 2 contains 13139 members 
Entering Unmasked Estep 
Score: -24653100.000000 Penalty: 6074.937012
	Iteration 83Q: 3 clusters Score -2.46531e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196251 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -24653212.000000 Penalty: 6074.937012
	Iteration 84Q: 3 clusters Score -2.465321e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197088 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -24653260.000000 Penalty: 6074.937012
	Iteration 85Q: 3 clusters Score -2.465326e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197863 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -24653454.000000 Penalty: 6074.937012
	Iteration 86Q: 3 clusters Score -2.465345e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198595 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -24653500.000000 Penalty: 6074.937012
	Iteration 87Q: 3 clusters Score -2.46535e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199239 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -24653576.000000 Penalty: 6074.937012
	Iteration 88Q: 3 clusters Score -2.465358e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199801 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -24653668.000000 Penalty: 6074.937012
	Iteration 89Q: 3 clusters Score -2.465367e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200374 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -24653774.000000 Penalty: 6074.937012
	Iteration 90Q: 3 clusters Score -2.465377e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200921 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -24653898.000000 Penalty: 6074.937012
	Iteration 91Q: 3 clusters Score -2.46539e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201396 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -24654040.000000 Penalty: 6074.937012
	Iteration 92Q: 3 clusters Score -2.465404e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201791 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -24654100.000000 Penalty: 6074.937012
	Iteration 93Q: 3 clusters Score -2.46541e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202133 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -24654126.000000 Penalty: 6074.937012
	Iteration 94Q: 3 clusters Score -2.465413e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202421 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -24654126.000000 Penalty: 6074.937012
	Iteration 95Q: 3 clusters Score -2.465413e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202663 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -24654144.000000 Penalty: 6074.937012
	Iteration 96Q: 3 clusters Score -2.465414e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202872 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -24654214.000000 Penalty: 6074.937012
	Iteration 97Q: 3 clusters Score -2.465421e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203059 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -24654264.000000 Penalty: 6074.937012
	Iteration 98Q: 3 clusters Score -2.465426e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203240 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -24654246.000000 Penalty: 6074.937012
	Iteration 99Q: 3 clusters Score -2.465425e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203389 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -24654228.000000 Penalty: 6074.937012
	Iteration 100F: 3 clusters Score -2.465423e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203519 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -24654208.000000 Penalty: 6074.937012
	Iteration 101Q: 3 clusters Score -2.465421e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203636 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -24654244.000000 Penalty: 6074.937012
	Iteration 102Q: 3 clusters Score -2.465424e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203745 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -24654248.000000 Penalty: 6074.937012
	Iteration 103Q: 3 clusters Score -2.465425e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203846 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -24654260.000000 Penalty: 6074.937012
	Iteration 104Q: 3 clusters Score -2.465426e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203924 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -24654244.000000 Penalty: 6074.937012
	Iteration 105Q: 3 clusters Score -2.465424e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203995 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -24654262.000000 Penalty: 6074.937012
	Iteration 106Q: 3 clusters Score -2.465426e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204077 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -24654260.000000 Penalty: 6074.937012
	Iteration 107Q: 3 clusters Score -2.465426e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204152 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -24654276.000000 Penalty: 6074.937012
	Iteration 108Q: 3 clusters Score -2.465428e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204221 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -24654310.000000 Penalty: 6074.937012
	Iteration 109Q: 3 clusters Score -2.465431e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204282 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -24654298.000000 Penalty: 6074.937012
	Iteration 110Q: 3 clusters Score -2.46543e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204332 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -24654304.000000 Penalty: 6074.937012
	Iteration 111Q: 3 clusters Score -2.46543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204373 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -24654320.000000 Penalty: 6074.937012
	Iteration 112Q: 3 clusters Score -2.465432e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204410 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -24654336.000000 Penalty: 6074.937012
	Iteration 113Q: 3 clusters Score -2.465434e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204445 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -24654350.000000 Penalty: 6074.937012
	Iteration 114Q: 3 clusters Score -2.465435e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204475 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -24654358.000000 Penalty: 6074.937012
	Iteration 115Q: 3 clusters Score -2.465436e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204494 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -24654376.000000 Penalty: 6074.937012
	Iteration 116Q: 3 clusters Score -2.465438e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204511 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -24654356.000000 Penalty: 6074.937012
	Iteration 117Q: 3 clusters Score -2.465436e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204527 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -24654360.000000 Penalty: 6074.937012
	Iteration 118Q: 3 clusters Score -2.465436e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204540 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -24654354.000000 Penalty: 6074.937012
	Iteration 119Q: 3 clusters Score -2.465435e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204560 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -24654380.000000 Penalty: 6074.937012
	Iteration 120F: 3 clusters Score -2.465438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204579 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -24654362.000000 Penalty: 6074.937012
	Iteration 121Q: 3 clusters Score -2.465436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204591 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -24654360.000000 Penalty: 6074.937012
	Iteration 122Q: 3 clusters Score -2.465436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204607 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -24654348.000000 Penalty: 6074.937012
	Iteration 123Q: 3 clusters Score -2.465435e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204629 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -24654370.000000 Penalty: 6074.937012
	Iteration 124Q: 3 clusters Score -2.465437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204640 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -24654386.000000 Penalty: 6074.937012
	Iteration 125Q: 3 clusters Score -2.465439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204651 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -24654364.000000 Penalty: 6074.937012
	Iteration 126Q: 3 clusters Score -2.465436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204659 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -24654370.000000 Penalty: 6074.937012
	Iteration 127Q: 3 clusters Score -2.465437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204669 members 
Mstep: Class 2 contains 3865 members 
Entering Unmasked Estep 
Score: -24654368.000000 Penalty: 6074.937012
	Iteration 128Q: 3 clusters Score -2.465437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204679 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -24654374.000000 Penalty: 6074.937012
	Iteration 129Q: 3 clusters Score -2.465437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204688 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -24654400.000000 Penalty: 6074.937012
	Iteration 130Q: 3 clusters Score -2.46544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204693 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -24654388.000000 Penalty: 6074.937012
	Iteration 131Q: 3 clusters Score -2.465439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204694 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -24654382.000000 Penalty: 6074.937012
	Iteration 132Q: 3 clusters Score -2.465438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204700 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -24654380.000000 Penalty: 6074.937012
	Iteration 133Q: 3 clusters Score -2.465438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204709 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -24654380.000000 Penalty: 6074.937012
	Iteration 134Q: 3 clusters Score -2.465438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204715 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -24654378.000000 Penalty: 6074.937012
	Iteration 135Q: 3 clusters Score -2.465438e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204720 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -24654372.000000 Penalty: 6074.937012
	Iteration 136Q: 3 clusters Score -2.465437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204723 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -24654384.000000 Penalty: 6074.937012
	Iteration 137Q: 3 clusters Score -2.465438e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204727 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -24654384.000000 Penalty: 6074.937012
	Iteration 138Q: 3 clusters Score -2.465438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204735 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -24654368.000000 Penalty: 6074.937012
	Iteration 139Q: 3 clusters Score -2.465437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204737 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -24654384.000000 Penalty: 6074.937012
	Iteration 140F: 3 clusters Score -2.465438e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204744 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -24654372.000000 Penalty: 6074.937012
	Iteration 141Q: 3 clusters Score -2.465437e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204753 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -24654404.000000 Penalty: 6074.937012
	Iteration 142Q: 3 clusters Score -2.46544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204762 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -24654390.000000 Penalty: 6074.937012
	Iteration 143Q: 3 clusters Score -2.465439e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204774 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -24654358.000000 Penalty: 6074.937012
	Iteration 144Q: 3 clusters Score -2.465436e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204784 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -24654372.000000 Penalty: 6074.937012
	Iteration 145Q: 3 clusters Score -2.465437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204794 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -24654382.000000 Penalty: 6074.937012
	Iteration 146Q: 3 clusters Score -2.465438e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204806 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -24654370.000000 Penalty: 6074.937012
	Iteration 147Q: 3 clusters Score -2.465437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204814 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -24654386.000000 Penalty: 6074.937012
	Iteration 148Q: 3 clusters Score -2.465439e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204817 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -24654394.000000 Penalty: 6074.937012
	Iteration 149Q: 3 clusters Score -2.465439e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204821 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -24654396.000000 Penalty: 6074.937012
	Iteration 150Q: 3 clusters Score -2.46544e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204824 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -24654396.000000 Penalty: 6074.937012
	Iteration 151Q: 3 clusters Score -2.46544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204833 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -24654404.000000 Penalty: 6074.937012
	Iteration 152Q: 3 clusters Score -2.46544e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204844 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -24654392.000000 Penalty: 6074.937012
	Iteration 153Q: 3 clusters Score -2.465439e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204851 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -24654372.000000 Penalty: 6074.937012
	Iteration 154Q: 3 clusters Score -2.465437e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204861 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -24654414.000000 Penalty: 6074.937012
	Iteration 155Q: 3 clusters Score -2.465441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204870 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -24654394.000000 Penalty: 6074.937012
	Iteration 156Q: 3 clusters Score -2.465439e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204877 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -24654416.000000 Penalty: 6074.937012
	Iteration 157Q: 3 clusters Score -2.465442e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204882 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -24654430.000000 Penalty: 6074.937012
	Iteration 158Q: 3 clusters Score -2.465443e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204883 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -24654428.000000 Penalty: 6074.937012
	Iteration 159Q: 3 clusters Score -2.465443e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204885 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -24654436.000000 Penalty: 6074.937012
	Iteration 160F: 3 clusters Score -2.465444e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Entering Unmasked Estep 
Score: -1692253.250000 Penalty: 2390.859619
	Iteration 0F: 2 clusters Score -1692253 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1681097.875000 Penalty: 4781.719238
	Iteration 0F: 3 clusters Score -1681098 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -1684605.625000 Penalty: 4781.719238
	Iteration 1F: 3 clusters Score -1684606 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1685000.500000 Penalty: 4781.719238
	Iteration 2F: 3 clusters Score -1685000 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1685290.375000 Penalty: 4781.719238
	Iteration 3Q: 3 clusters Score -1685290 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1685538.875000 Penalty: 4781.719238
	Iteration 4Q: 3 clusters Score -1685539 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1685742.625000 Penalty: 4781.719238
	Iteration 5Q: 3 clusters Score -1685743 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1685939.500000 Penalty: 4781.719238
	Iteration 6Q: 3 clusters Score -1685940 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1686129.750000 Penalty: 4781.719238
	Iteration 7Q: 3 clusters Score -1686130 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 8001 members 
Entering Unmasked Estep 
Score: -1686321.375000 Penalty: 4781.719238
	Iteration 8Q: 3 clusters Score -1686321 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1686513.500000 Penalty: 4781.719238
	Iteration 9Q: 3 clusters Score -1686514 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1686692.125000 Penalty: 4781.719238
	Iteration 10Q: 3 clusters Score -1686692 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1686896.000000 Penalty: 4781.719238
	Iteration 11Q: 3 clusters Score -1686896 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -1687100.000000 Penalty: 4781.719238
	Iteration 12Q: 3 clusters Score -1687100 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -1687305.500000 Penalty: 4781.719238
	Iteration 13Q: 3 clusters Score -1687306 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1687516.750000 Penalty: 4781.719238
	Iteration 14Q: 3 clusters Score -1687517 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -1687711.250000 Penalty: 4781.719238
	Iteration 15Q: 3 clusters Score -1687711 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1687899.000000 Penalty: 4781.719238
	Iteration 16Q: 3 clusters Score -1687899 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1688039.750000 Penalty: 4781.719238
	Iteration 17Q: 3 clusters Score -1688040 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1688188.500000 Penalty: 4781.719238
	Iteration 18Q: 3 clusters Score -1688188 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1688322.500000 Penalty: 4781.719238
	Iteration 19Q: 3 clusters Score -1688322 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1688448.000000 Penalty: 4781.719238
	Iteration 20F: 3 clusters Score -1688448 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -1688563.500000 Penalty: 4781.719238
	Iteration 21Q: 3 clusters Score -1688564 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1688668.500000 Penalty: 4781.719238
	Iteration 22Q: 3 clusters Score -1688668 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -1688757.500000 Penalty: 4781.719238
	Iteration 23Q: 3 clusters Score -1688758 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1688818.500000 Penalty: 4781.719238
	Iteration 24Q: 3 clusters Score -1688818 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -1688883.750000 Penalty: 4781.719238
	Iteration 25Q: 3 clusters Score -1688884 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1688930.125000 Penalty: 4781.719238
	Iteration 26Q: 3 clusters Score -1688930 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 8611 members 
Entering Unmasked Estep 
Score: -1688974.875000 Penalty: 4781.719238
	Iteration 27Q: 3 clusters Score -1688975 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1689008.375000 Penalty: 4781.719238
	Iteration 28Q: 3 clusters Score -1689008 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1689035.250000 Penalty: 4781.719238
	Iteration 29Q: 3 clusters Score -1689035 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -1689060.125000 Penalty: 4781.719238
	Iteration 30Q: 3 clusters Score -1689060 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -1689089.125000 Penalty: 4781.719238
	Iteration 31Q: 3 clusters Score -1689089 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1689110.250000 Penalty: 4781.719238
	Iteration 32Q: 3 clusters Score -1689110 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -1689130.250000 Penalty: 4781.719238
	Iteration 33Q: 3 clusters Score -1689130 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -1689148.375000 Penalty: 4781.719238
	Iteration 34Q: 3 clusters Score -1689148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1689156.875000 Penalty: 4781.719238
	Iteration 35Q: 3 clusters Score -1689157 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1689172.000000 Penalty: 4781.719238
	Iteration 36Q: 3 clusters Score -1689172 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1689184.500000 Penalty: 4781.719238
	Iteration 37Q: 3 clusters Score -1689184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -1689186.625000 Penalty: 4781.719238
	Iteration 38Q: 3 clusters Score -1689187 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1689199.250000 Penalty: 4781.719238
	Iteration 39Q: 3 clusters Score -1689199 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -1689208.125000 Penalty: 4781.719238
	Iteration 40F: 3 clusters Score -1689208 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1689211.250000 Penalty: 4781.719238
	Iteration 41Q: 3 clusters Score -1689211 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1689220.250000 Penalty: 4781.719238
	Iteration 42Q: 3 clusters Score -1689220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1689232.375000 Penalty: 4781.719238
	Iteration 43Q: 3 clusters Score -1689232 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1689246.500000 Penalty: 4781.719238
	Iteration 44Q: 3 clusters Score -1689246 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -1689256.500000 Penalty: 4781.719238
	Iteration 45Q: 3 clusters Score -1689256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1689265.375000 Penalty: 4781.719238
	Iteration 46Q: 3 clusters Score -1689265 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1689279.000000 Penalty: 4781.719238
	Iteration 47Q: 3 clusters Score -1689279 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1689295.875000 Penalty: 4781.719238
	Iteration 48Q: 3 clusters Score -1689296 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1689306.125000 Penalty: 4781.719238
	Iteration 49Q: 3 clusters Score -1689306 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1689311.750000 Penalty: 4781.719238
	Iteration 50Q: 3 clusters Score -1689312 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1689328.625000 Penalty: 4781.719238
	Iteration 51Q: 3 clusters Score -1689329 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1689352.750000 Penalty: 4781.719238
	Iteration 52Q: 3 clusters Score -1689353 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1689368.125000 Penalty: 4781.719238
	Iteration 53Q: 3 clusters Score -1689368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1689384.000000 Penalty: 4781.719238
	Iteration 54Q: 3 clusters Score -1689384 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1689411.250000 Penalty: 4781.719238
	Iteration 55Q: 3 clusters Score -1689411 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1689438.375000 Penalty: 4781.719238
	Iteration 56Q: 3 clusters Score -1689438 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -1689465.250000 Penalty: 4781.719238
	Iteration 57Q: 3 clusters Score -1689465 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1689493.000000 Penalty: 4781.719238
	Iteration 58Q: 3 clusters Score -1689493 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1689512.750000 Penalty: 4781.719238
	Iteration 59Q: 3 clusters Score -1689513 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1689535.875000 Penalty: 4781.719238
	Iteration 60F: 3 clusters Score -1689536 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 9905 members 
Entering Unmasked Estep 
Score: -1689552.000000 Penalty: 4781.719238
	Iteration 61Q: 3 clusters Score -1689552 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1689571.500000 Penalty: 4781.719238
	Iteration 62Q: 3 clusters Score -1689572 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1689590.500000 Penalty: 4781.719238
	Iteration 63Q: 3 clusters Score -1689590 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -1689596.500000 Penalty: 4781.719238
	Iteration 64Q: 3 clusters Score -1689596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1689611.250000 Penalty: 4781.719238
	Iteration 65Q: 3 clusters Score -1689611 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1689622.625000 Penalty: 4781.719238
	Iteration 66Q: 3 clusters Score -1689623 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1689626.125000 Penalty: 4781.719238
	Iteration 67Q: 3 clusters Score -1689626 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1689629.125000 Penalty: 4781.719238
	Iteration 68Q: 3 clusters Score -1689629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -1689632.500000 Penalty: 4781.719238
	Iteration 69Q: 3 clusters Score -1689632 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -1689637.375000 Penalty: 4781.719238
	Iteration 70Q: 3 clusters Score -1689637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1689639.375000 Penalty: 4781.719238
	Iteration 71Q: 3 clusters Score -1689639 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -1689643.625000 Penalty: 4781.719238
	Iteration 72Q: 3 clusters Score -1689644 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -1689646.000000 Penalty: 4781.719238
	Iteration 73Q: 3 clusters Score -1689646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1689645.000000 Penalty: 4781.719238
	Iteration 74Q: 3 clusters Score -1689645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1689644.750000 Penalty: 4781.719238
	Iteration 75Q: 3 clusters Score -1689645 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1689648.625000 Penalty: 4781.719238
	Iteration 76Q: 3 clusters Score -1689649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -1689649.375000 Penalty: 4781.719238
	Iteration 77Q: 3 clusters Score -1689649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1689648.625000 Penalty: 4781.719238
	Iteration 78Q: 3 clusters Score -1689649 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1689647.875000 Penalty: 4781.719238
	Iteration 79Q: 3 clusters Score -1689648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1689648.625000 Penalty: 4781.719238
	Iteration 80F: 3 clusters Score -1689649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1689648.375000 Penalty: 4781.719238
	Iteration 81Q: 3 clusters Score -1689648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1689652.875000 Penalty: 4781.719238
	Iteration 82Q: 3 clusters Score -1689653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1689652.750000 Penalty: 4781.719238
	Iteration 83Q: 3 clusters Score -1689653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1689653.000000 Penalty: 4781.719238
	Iteration 84Q: 3 clusters Score -1689653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1689653.125000 Penalty: 4781.719238
	Iteration 85Q: 3 clusters Score -1689653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1689654.125000 Penalty: 4781.719238
	Iteration 86Q: 3 clusters Score -1689654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1689653.875000 Penalty: 4781.719238
	Iteration 87Q: 3 clusters Score -1689654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -1689656.125000 Penalty: 4781.719238
	Iteration 88Q: 3 clusters Score -1689656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1689656.250000 Penalty: 4781.719238
	Iteration 89Q: 3 clusters Score -1689656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1689655.375000 Penalty: 4781.719238
	Iteration 90Q: 3 clusters Score -1689655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1689653.375000 Penalty: 4781.719238
	Iteration 91Q: 3 clusters Score -1689653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1689653.375000 Penalty: 4781.719238
	Iteration 92F: 3 clusters Score -1689653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Entering Unmasked Estep 
Score: -4491782.500000 Penalty: 2614.283447
	Iteration 0F: 2 clusters Score -4491782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -4466091.500000 Penalty: 5228.566895
	Iteration 0F: 3 clusters Score -4466092 nChanged 17317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -4475615.000000 Penalty: 5228.566895
	Iteration 1F: 3 clusters Score -4475615 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -4476133.500000 Penalty: 5228.566895
	Iteration 2Q: 3 clusters Score -4476134 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -4476648.000000 Penalty: 5228.566895
	Iteration 3Q: 3 clusters Score -4476648 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -4477189.000000 Penalty: 5228.566895
	Iteration 4Q: 3 clusters Score -4477189 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -4477765.000000 Penalty: 5228.566895
	Iteration 5Q: 3 clusters Score -4477765 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -4478512.000000 Penalty: 5228.566895
	Iteration 6Q: 3 clusters Score -4478512 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4479452.500000 Penalty: 5228.566895
	Iteration 7Q: 3 clusters Score -4479452 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -4480664.500000 Penalty: 5228.566895
	Iteration 8F: 3 clusters Score -4480664 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -4482022.000000 Penalty: 5228.566895
	Iteration 9F: 3 clusters Score -4482022 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19662 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -4483164.000000 Penalty: 5228.566895
	Iteration 10F: 3 clusters Score -4483164 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -4483965.000000 Penalty: 5228.566895
	Iteration 11Q: 3 clusters Score -4483965 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -4484502.500000 Penalty: 5228.566895
	Iteration 12Q: 3 clusters Score -4484502 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -4484805.000000 Penalty: 5228.566895
	Iteration 13Q: 3 clusters Score -4484805 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -4485014.000000 Penalty: 5228.566895
	Iteration 14Q: 3 clusters Score -4485014 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19513 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4485178.500000 Penalty: 5228.566895
	Iteration 15Q: 3 clusters Score -4485178 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -4485337.000000 Penalty: 5228.566895
	Iteration 16Q: 3 clusters Score -4485337 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19222 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -4485479.000000 Penalty: 5228.566895
	Iteration 17Q: 3 clusters Score -4485479 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -4485619.500000 Penalty: 5228.566895
	Iteration 18Q: 3 clusters Score -4485620 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -4485748.500000 Penalty: 5228.566895
	Iteration 19Q: 3 clusters Score -4485748 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18688 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -4485861.000000 Penalty: 5228.566895
	Iteration 20F: 3 clusters Score -4485861 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4485977.500000 Penalty: 5228.566895
	Iteration 21Q: 3 clusters Score -4485978 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 19442 members 
Entering Unmasked Estep 
Score: -4486075.000000 Penalty: 5228.566895
	Iteration 22Q: 3 clusters Score -4486075 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -4486159.500000 Penalty: 5228.566895
	Iteration 23Q: 3 clusters Score -4486160 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -4486226.500000 Penalty: 5228.566895
	Iteration 24Q: 3 clusters Score -4486226 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -4486283.000000 Penalty: 5228.566895
	Iteration 25Q: 3 clusters Score -4486283 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17925 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -4486332.000000 Penalty: 5228.566895
	Iteration 26Q: 3 clusters Score -4486332 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -4486364.500000 Penalty: 5228.566895
	Iteration 27Q: 3 clusters Score -4486364 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -4486430.000000 Penalty: 5228.566895
	Iteration 28Q: 3 clusters Score -4486430 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -4486462.500000 Penalty: 5228.566895
	Iteration 29Q: 3 clusters Score -4486462 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4486494.000000 Penalty: 5228.566895
	Iteration 30Q: 3 clusters Score -4486494 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -4486522.500000 Penalty: 5228.566895
	Iteration 31Q: 3 clusters Score -4486522 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -4486541.000000 Penalty: 5228.566895
	Iteration 32Q: 3 clusters Score -4486541 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4486570.500000 Penalty: 5228.566895
	Iteration 33Q: 3 clusters Score -4486570 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -4486575.000000 Penalty: 5228.566895
	Iteration 34Q: 3 clusters Score -4486575 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 21373 members 
Entering Unmasked Estep 
Score: -4486596.000000 Penalty: 5228.566895
	Iteration 35Q: 3 clusters Score -4486596 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -4486621.000000 Penalty: 5228.566895
	Iteration 36Q: 3 clusters Score -4486621 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -4486654.000000 Penalty: 5228.566895
	Iteration 37Q: 3 clusters Score -4486654 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15988 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -4486673.000000 Penalty: 5228.566895
	Iteration 38Q: 3 clusters Score -4486673 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -4486699.500000 Penalty: 5228.566895
	Iteration 39Q: 3 clusters Score -4486700 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15670 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -4486736.000000 Penalty: 5228.566895
	Iteration 40F: 3 clusters Score -4486736 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15506 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -4486746.500000 Penalty: 5228.566895
	Iteration 41Q: 3 clusters Score -4486746 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -4486773.500000 Penalty: 5228.566895
	Iteration 42Q: 3 clusters Score -4486774 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -4486788.000000 Penalty: 5228.566895
	Iteration 43Q: 3 clusters Score -4486788 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -4486779.500000 Penalty: 5228.566895
	Iteration 44Q: 3 clusters Score -4486780 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -4486795.000000 Penalty: 5228.566895
	Iteration 45Q: 3 clusters Score -4486795 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -4486810.000000 Penalty: 5228.566895
	Iteration 46Q: 3 clusters Score -4486810 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -4486833.500000 Penalty: 5228.566895
	Iteration 47Q: 3 clusters Score -4486834 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4486842.500000 Penalty: 5228.566895
	Iteration 48Q: 3 clusters Score -4486842 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14353 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -4486871.500000 Penalty: 5228.566895
	Iteration 49Q: 3 clusters Score -4486872 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -4486867.500000 Penalty: 5228.566895
	Iteration 50Q: 3 clusters Score -4486868 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 23811 members 
Entering Unmasked Estep 
Score: -4486876.000000 Penalty: 5228.566895
	Iteration 51Q: 3 clusters Score -4486876 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13871 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -4486903.000000 Penalty: 5228.566895
	Iteration 52Q: 3 clusters Score -4486903 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -4486947.500000 Penalty: 5228.566895
	Iteration 53Q: 3 clusters Score -4486948 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -4486981.500000 Penalty: 5228.566895
	Iteration 54Q: 3 clusters Score -4486982 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -4487026.000000 Penalty: 5228.566895
	Iteration 55Q: 3 clusters Score -4487026 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 24817 members 
Entering Unmasked Estep 
Score: -4487040.500000 Penalty: 5228.566895
	Iteration 56Q: 3 clusters Score -4487040 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -4487093.500000 Penalty: 5228.566895
	Iteration 57Q: 3 clusters Score -4487094 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -4487135.500000 Penalty: 5228.566895
	Iteration 58Q: 3 clusters Score -4487136 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 25505 members 
Entering Unmasked Estep 
Score: -4487170.500000 Penalty: 5228.566895
	Iteration 59Q: 3 clusters Score -4487170 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -4487226.500000 Penalty: 5228.566895
	Iteration 60F: 3 clusters Score -4487226 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 25990 members 
Entering Unmasked Estep 
Score: -4487233.000000 Penalty: 5228.566895
	Iteration 61Q: 3 clusters Score -4487233 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -4487292.000000 Penalty: 5228.566895
	Iteration 62Q: 3 clusters Score -4487292 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -4487352.000000 Penalty: 5228.566895
	Iteration 63Q: 3 clusters Score -4487352 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -4487396.500000 Penalty: 5228.566895
	Iteration 64Q: 3 clusters Score -4487396 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -4487441.000000 Penalty: 5228.566895
	Iteration 65Q: 3 clusters Score -4487441 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -4487494.000000 Penalty: 5228.566895
	Iteration 66Q: 3 clusters Score -4487494 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -4487567.500000 Penalty: 5228.566895
	Iteration 67Q: 3 clusters Score -4487568 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 27805 members 
Entering Unmasked Estep 
Score: -4487616.500000 Penalty: 5228.566895
	Iteration 68Q: 3 clusters Score -4487616 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 28089 members 
Entering Unmasked Estep 
Score: -4487647.500000 Penalty: 5228.566895
	Iteration 69Q: 3 clusters Score -4487648 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 28357 members 
Entering Unmasked Estep 
Score: -4487697.500000 Penalty: 5228.566895
	Iteration 70Q: 3 clusters Score -4487698 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -4487771.500000 Penalty: 5228.566895
	Iteration 71Q: 3 clusters Score -4487772 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 28894 members 
Entering Unmasked Estep 
Score: -4487815.500000 Penalty: 5228.566895
	Iteration 72Q: 3 clusters Score -4487816 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -4487859.000000 Penalty: 5228.566895
	Iteration 73Q: 3 clusters Score -4487859 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -4487925.500000 Penalty: 5228.566895
	Iteration 74Q: 3 clusters Score -4487926 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -4487977.000000 Penalty: 5228.566895
	Iteration 75Q: 3 clusters Score -4487977 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 29943 members 
Entering Unmasked Estep 
Score: -4488075.500000 Penalty: 5228.566895
	Iteration 76Q: 3 clusters Score -4488076 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -4488122.500000 Penalty: 5228.566895
	Iteration 77Q: 3 clusters Score -4488122 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -4488188.500000 Penalty: 5228.566895
	Iteration 78Q: 3 clusters Score -4488188 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -4488264.000000 Penalty: 5228.566895
	Iteration 79Q: 3 clusters Score -4488264 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 31014 members 
Entering Unmasked Estep 
Score: -4488340.000000 Penalty: 5228.566895
	Iteration 80F: 3 clusters Score -4488340 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -4488393.000000 Penalty: 5228.566895
	Iteration 81Q: 3 clusters Score -4488393 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 31502 members 
Entering Unmasked Estep 
Score: -4488463.000000 Penalty: 5228.566895
	Iteration 82Q: 3 clusters Score -4488463 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -4488531.000000 Penalty: 5228.566895
	Iteration 83Q: 3 clusters Score -4488531 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -4488614.000000 Penalty: 5228.566895
	Iteration 84Q: 3 clusters Score -4488614 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -4488674.500000 Penalty: 5228.566895
	Iteration 85Q: 3 clusters Score -4488674 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -4488722.000000 Penalty: 5228.566895
	Iteration 86Q: 3 clusters Score -4488722 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -4488764.000000 Penalty: 5228.566895
	Iteration 87Q: 3 clusters Score -4488764 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -4488819.000000 Penalty: 5228.566895
	Iteration 88Q: 3 clusters Score -4488819 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -4488884.000000 Penalty: 5228.566895
	Iteration 89Q: 3 clusters Score -4488884 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -4488948.500000 Penalty: 5228.566895
	Iteration 90Q: 3 clusters Score -4488948 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -4488982.500000 Penalty: 5228.566895
	Iteration 91Q: 3 clusters Score -4488982 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 33603 members 
Entering Unmasked Estep 
Score: -4489019.500000 Penalty: 5228.566895
	Iteration 92Q: 3 clusters Score -4489020 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -4489036.000000 Penalty: 5228.566895
	Iteration 93Q: 3 clusters Score -4489036 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 33846 members 
Entering Unmasked Estep 
Score: -4489073.500000 Penalty: 5228.566895
	Iteration 94Q: 3 clusters Score -4489074 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -4489097.500000 Penalty: 5228.566895
	Iteration 95Q: 3 clusters Score -4489098 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 34024 members 
Entering Unmasked Estep 
Score: -4489120.500000 Penalty: 5228.566895
	Iteration 96Q: 3 clusters Score -4489120 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 34103 members 
Entering Unmasked Estep 
Score: -4489126.000000 Penalty: 5228.566895
	Iteration 97Q: 3 clusters Score -4489126 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -4489136.000000 Penalty: 5228.566895
	Iteration 98Q: 3 clusters Score -4489136 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 34262 members 
Entering Unmasked Estep 
Score: -4489167.000000 Penalty: 5228.566895
	Iteration 99Q: 3 clusters Score -4489167 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 34333 members 
Entering Unmasked Estep 
Score: -4489190.000000 Penalty: 5228.566895
	Iteration 100F: 3 clusters Score -4489190 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 34404 members 
Entering Unmasked Estep 
Score: -4489201.500000 Penalty: 5228.566895
	Iteration 101Q: 3 clusters Score -4489202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -4489222.500000 Penalty: 5228.566895
	Iteration 102Q: 3 clusters Score -4489222 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 34573 members 
Entering Unmasked Estep 
Score: -4489258.000000 Penalty: 5228.566895
	Iteration 103Q: 3 clusters Score -4489258 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 34646 members 
Entering Unmasked Estep 
Score: -4489278.500000 Penalty: 5228.566895
	Iteration 104Q: 3 clusters Score -4489278 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 34721 members 
Entering Unmasked Estep 
Score: -4489289.500000 Penalty: 5228.566895
	Iteration 105Q: 3 clusters Score -4489290 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -4489304.000000 Penalty: 5228.566895
	Iteration 106Q: 3 clusters Score -4489304 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 34868 members 
Entering Unmasked Estep 
Score: -4489332.000000 Penalty: 5228.566895
	Iteration 107Q: 3 clusters Score -4489332 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -4489354.000000 Penalty: 5228.566895
	Iteration 108Q: 3 clusters Score -4489354 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 35035 members 
Entering Unmasked Estep 
Score: -4489382.000000 Penalty: 5228.566895
	Iteration 109Q: 3 clusters Score -4489382 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 35107 members 
Entering Unmasked Estep 
Score: -4489398.000000 Penalty: 5228.566895
	Iteration 110Q: 3 clusters Score -4489398 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 35167 members 
Entering Unmasked Estep 
Score: -4489408.500000 Penalty: 5228.566895
	Iteration 111Q: 3 clusters Score -4489408 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 35215 members 
Entering Unmasked Estep 
Score: -4489427.000000 Penalty: 5228.566895
	Iteration 112Q: 3 clusters Score -4489427 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -4489439.000000 Penalty: 5228.566895
	Iteration 113Q: 3 clusters Score -4489439 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -4489448.000000 Penalty: 5228.566895
	Iteration 114Q: 3 clusters Score -4489448 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 35359 members 
Entering Unmasked Estep 
Score: -4489462.500000 Penalty: 5228.566895
	Iteration 115Q: 3 clusters Score -4489462 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -4489473.000000 Penalty: 5228.566895
	Iteration 116Q: 3 clusters Score -4489473 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 35452 members 
Entering Unmasked Estep 
Score: -4489467.000000 Penalty: 5228.566895
	Iteration 117Q: 3 clusters Score -4489467 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -4489485.000000 Penalty: 5228.566895
	Iteration 118Q: 3 clusters Score -4489485 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 35553 members 
Entering Unmasked Estep 
Score: -4489502.500000 Penalty: 5228.566895
	Iteration 119Q: 3 clusters Score -4489502 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 35607 members 
Entering Unmasked Estep 
Score: -4489517.000000 Penalty: 5228.566895
	Iteration 120F: 3 clusters Score -4489517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -4489538.500000 Penalty: 5228.566895
	Iteration 121Q: 3 clusters Score -4489538 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -4489555.500000 Penalty: 5228.566895
	Iteration 122Q: 3 clusters Score -4489556 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -4489560.000000 Penalty: 5228.566895
	Iteration 123Q: 3 clusters Score -4489560 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4489574.500000 Penalty: 5228.566895
	Iteration 124Q: 3 clusters Score -4489574 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4489578.500000 Penalty: 5228.566895
	Iteration 125Q: 3 clusters Score -4489578 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -4489579.500000 Penalty: 5228.566895
	Iteration 126Q: 3 clusters Score -4489580 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4489574.500000 Penalty: 5228.566895
	Iteration 127Q: 3 clusters Score -4489574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -4489565.000000 Penalty: 5228.566895
	Iteration 128Q: 3 clusters Score -4489565 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 35878 members 
Entering Unmasked Estep 
Score: -4489572.500000 Penalty: 5228.566895
	Iteration 129Q: 3 clusters Score -4489572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 35891 members 
Entering Unmasked Estep 
Score: -4489572.000000 Penalty: 5228.566895
	Iteration 130Q: 3 clusters Score -4489572 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4489577.000000 Penalty: 5228.566895
	Iteration 131Q: 3 clusters Score -4489577 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -4489583.500000 Penalty: 5228.566895
	Iteration 132Q: 3 clusters Score -4489584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4489596.500000 Penalty: 5228.566895
	Iteration 133Q: 3 clusters Score -4489596 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4489609.000000 Penalty: 5228.566895
	Iteration 134Q: 3 clusters Score -4489609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 35992 members 
Entering Unmasked Estep 
Score: -4489611.000000 Penalty: 5228.566895
	Iteration 135Q: 3 clusters Score -4489611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -4489610.000000 Penalty: 5228.566895
	Iteration 136Q: 3 clusters Score -4489610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -4489614.000000 Penalty: 5228.566895
	Iteration 137Q: 3 clusters Score -4489614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 36018 members 
Entering Unmasked Estep 
Score: -4489618.000000 Penalty: 5228.566895
	Iteration 138Q: 3 clusters Score -4489618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 36024 members 
Entering Unmasked Estep 
Score: -4489613.000000 Penalty: 5228.566895
	Iteration 139Q: 3 clusters Score -4489613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 36033 members 
Entering Unmasked Estep 
Score: -4489615.500000 Penalty: 5228.566895
	Iteration 140F: 3 clusters Score -4489616 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 36046 members 
Entering Unmasked Estep 
Score: -4489607.500000 Penalty: 5228.566895
	Iteration 141Q: 3 clusters Score -4489608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -4489625.000000 Penalty: 5228.566895
	Iteration 142Q: 3 clusters Score -4489625 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 36067 members 
Entering Unmasked Estep 
Score: -4489625.000000 Penalty: 5228.566895
	Iteration 143Q: 3 clusters Score -4489625 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -4489626.000000 Penalty: 5228.566895
	Iteration 144Q: 3 clusters Score -4489626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4489633.000000 Penalty: 5228.566895
	Iteration 145Q: 3 clusters Score -4489633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 36094 members 
Entering Unmasked Estep 
Score: -4489631.500000 Penalty: 5228.566895
	Iteration 146Q: 3 clusters Score -4489632 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 36104 members 
Entering Unmasked Estep 
Score: -4489642.500000 Penalty: 5228.566895
	Iteration 147Q: 3 clusters Score -4489642 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4489647.500000 Penalty: 5228.566895
	Iteration 148Q: 3 clusters Score -4489648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4489645.000000 Penalty: 5228.566895
	Iteration 149Q: 3 clusters Score -4489645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4489652.500000 Penalty: 5228.566895
	Iteration 150Q: 3 clusters Score -4489652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -4489648.500000 Penalty: 5228.566895
	Iteration 151Q: 3 clusters Score -4489648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4489655.000000 Penalty: 5228.566895
	Iteration 152Q: 3 clusters Score -4489655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -4489654.500000 Penalty: 5228.566895
	Iteration 153Q: 3 clusters Score -4489654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 36157 members 
Entering Unmasked Estep 
Score: -4489650.000000 Penalty: 5228.566895
	Iteration 154Q: 3 clusters Score -4489650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -4489653.500000 Penalty: 5228.566895
	Iteration 155Q: 3 clusters Score -4489654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -4489651.500000 Penalty: 5228.566895
	Iteration 156Q: 3 clusters Score -4489652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -4489651.500000 Penalty: 5228.566895
	Iteration 157Q: 3 clusters Score -4489652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -4489649.000000 Penalty: 5228.566895
	Iteration 158Q: 3 clusters Score -4489649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -4489652.500000 Penalty: 5228.566895
	Iteration 159Q: 3 clusters Score -4489652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -4489650.500000 Penalty: 5228.566895
	Iteration 160F: 3 clusters Score -4489650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4489652.500000 Penalty: 5228.566895
	Iteration 161Q: 3 clusters Score -4489652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4489651.000000 Penalty: 5228.566895
	Iteration 162Q: 3 clusters Score -4489651 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 36185 members 
Entering Unmasked Estep 
Score: -4489649.500000 Penalty: 5228.566895
	Iteration 163Q: 3 clusters Score -4489650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -4489652.500000 Penalty: 5228.566895
	Iteration 164Q: 3 clusters Score -4489652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -4489651.500000 Penalty: 5228.566895
	Iteration 165Q: 3 clusters Score -4489652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 36193 members 
Entering Unmasked Estep 
Score: -4489652.500000 Penalty: 5228.566895
	Iteration 166Q: 3 clusters Score -4489652 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -4489654.500000 Penalty: 5228.566895
	Iteration 167Q: 3 clusters Score -4489654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -4489654.500000 Penalty: 5228.566895
	Iteration 168Q: 3 clusters Score -4489654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 36203 members 
Entering Unmasked Estep 
Score: -4489654.000000 Penalty: 5228.566895
	Iteration 169Q: 3 clusters Score -4489654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -4489655.000000 Penalty: 5228.566895
	Iteration 170Q: 3 clusters Score -4489655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4489652.500000 Penalty: 5228.566895
	Iteration 171Q: 3 clusters Score -4489652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 36214 members 
Entering Unmasked Estep 
Score: -4489649.500000 Penalty: 5228.566895
	Iteration 172Q: 3 clusters Score -4489650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 36216 members 
Entering Unmasked Estep 
Score: -4489657.000000 Penalty: 5228.566895
	Iteration 173Q: 3 clusters Score -4489657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4489656.500000 Penalty: 5228.566895
	Iteration 174Q: 3 clusters Score -4489656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -4489655.500000 Penalty: 5228.566895
	Iteration 175Q: 3 clusters Score -4489656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -4489654.500000 Penalty: 5228.566895
	Iteration 176Q: 3 clusters Score -4489654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 36228 members 
Entering Unmasked Estep 
Score: -4489656.000000 Penalty: 5228.566895
	Iteration 177Q: 3 clusters Score -4489656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -4489659.000000 Penalty: 5228.566895
	Iteration 178Q: 3 clusters Score -4489659 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 36238 members 
Entering Unmasked Estep 
Score: -4489664.500000 Penalty: 5228.566895
	Iteration 179Q: 3 clusters Score -4489664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 36242 members 
Entering Unmasked Estep 
Score: -4489663.000000 Penalty: 5228.566895
	Iteration 180F: 3 clusters Score -4489663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -4489667.500000 Penalty: 5228.566895
	Iteration 181Q: 3 clusters Score -4489668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 36256 members 
Entering Unmasked Estep 
Score: -4489663.000000 Penalty: 5228.566895
	Iteration 182Q: 3 clusters Score -4489663 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 36263 members 
Entering Unmasked Estep 
Score: -4489668.500000 Penalty: 5228.566895
	Iteration 183Q: 3 clusters Score -4489668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -4489672.500000 Penalty: 5228.566895
	Iteration 184Q: 3 clusters Score -4489672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 36274 members 
Entering Unmasked Estep 
Score: -4489668.000000 Penalty: 5228.566895
	Iteration 185Q: 3 clusters Score -4489668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 36279 members 
Entering Unmasked Estep 
Score: -4489676.000000 Penalty: 5228.566895
	Iteration 186Q: 3 clusters Score -4489676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 36284 members 
Entering Unmasked Estep 
Score: -4489682.500000 Penalty: 5228.566895
	Iteration 187Q: 3 clusters Score -4489682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 36287 members 
Entering Unmasked Estep 
Score: -4489685.000000 Penalty: 5228.566895
	Iteration 188Q: 3 clusters Score -4489685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -4489691.000000 Penalty: 5228.566895
	Iteration 189Q: 3 clusters Score -4489691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -4489691.000000 Penalty: 5228.566895
	Iteration 190Q: 3 clusters Score -4489691 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 36299 members 
Entering Unmasked Estep 
Score: -4489690.000000 Penalty: 5228.566895
	Iteration 191Q: 3 clusters Score -4489690 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 36303 members 
Entering Unmasked Estep 
Score: -4489695.500000 Penalty: 5228.566895
	Iteration 192Q: 3 clusters Score -4489696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -4489700.500000 Penalty: 5228.566895
	Iteration 193Q: 3 clusters Score -4489700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 36311 members 
Entering Unmasked Estep 
Score: -4489703.000000 Penalty: 5228.566895
	Iteration 194Q: 3 clusters Score -4489703 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 36315 members 
Entering Unmasked Estep 
Score: -4489701.500000 Penalty: 5228.566895
	Iteration 195Q: 3 clusters Score -4489702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 36317 members 
Entering Unmasked Estep 
Score: -4489701.000000 Penalty: 5228.566895
	Iteration 196Q: 3 clusters Score -4489701 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4489700.000000 Penalty: 5228.566895
	Iteration 197Q: 3 clusters Score -4489700 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 36318 members 
Entering Unmasked Estep 
Score: -4489700.000000 Penalty: 5228.566895
	Iteration 198F: 3 clusters Score -4489700 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Entering Unmasked Estep 
Score: -2968770.750000 Penalty: 2509.562500
	Iteration 0F: 2 clusters Score -2968771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2951634.750000 Penalty: 5019.125000
	Iteration 0F: 3 clusters Score -2951635 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2957481.250000 Penalty: 5019.125000
	Iteration 1F: 3 clusters Score -2957481 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13248 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -2958000.750000 Penalty: 5019.125000
	Iteration 2F: 3 clusters Score -2958001 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -2958536.500000 Penalty: 5019.125000
	Iteration 3F: 3 clusters Score -2958536 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2959076.250000 Penalty: 5019.125000
	Iteration 4Q: 3 clusters Score -2959076 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 10171 members 
Entering Unmasked Estep 
Score: -2959684.250000 Penalty: 5019.125000
	Iteration 5Q: 3 clusters Score -2959684 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2960303.500000 Penalty: 5019.125000
	Iteration 6Q: 3 clusters Score -2960304 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2960942.250000 Penalty: 5019.125000
	Iteration 7Q: 3 clusters Score -2960942 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2961566.000000 Penalty: 5019.125000
	Iteration 8Q: 3 clusters Score -2961566 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -2962222.500000 Penalty: 5019.125000
	Iteration 9Q: 3 clusters Score -2962222 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2962911.750000 Penalty: 5019.125000
	Iteration 10Q: 3 clusters Score -2962912 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -2963526.250000 Penalty: 5019.125000
	Iteration 11Q: 3 clusters Score -2963526 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2963994.000000 Penalty: 5019.125000
	Iteration 12Q: 3 clusters Score -2963994 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2964325.250000 Penalty: 5019.125000
	Iteration 13Q: 3 clusters Score -2964325 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2964548.750000 Penalty: 5019.125000
	Iteration 14Q: 3 clusters Score -2964549 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -2964698.250000 Penalty: 5019.125000
	Iteration 15Q: 3 clusters Score -2964698 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2964840.250000 Penalty: 5019.125000
	Iteration 16Q: 3 clusters Score -2964840 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20409 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2964958.250000 Penalty: 5019.125000
	Iteration 17Q: 3 clusters Score -2964958 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -2965097.750000 Penalty: 5019.125000
	Iteration 18Q: 3 clusters Score -2965098 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2965226.250000 Penalty: 5019.125000
	Iteration 19Q: 3 clusters Score -2965226 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -2965328.750000 Penalty: 5019.125000
	Iteration 20F: 3 clusters Score -2965329 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21497 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2965421.000000 Penalty: 5019.125000
	Iteration 21Q: 3 clusters Score -2965421 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -2965507.250000 Penalty: 5019.125000
	Iteration 22Q: 3 clusters Score -2965507 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -2965604.000000 Penalty: 5019.125000
	Iteration 23Q: 3 clusters Score -2965604 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2965701.250000 Penalty: 5019.125000
	Iteration 24Q: 3 clusters Score -2965701 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2965799.500000 Penalty: 5019.125000
	Iteration 25Q: 3 clusters Score -2965800 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22591 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -2965886.750000 Penalty: 5019.125000
	Iteration 26Q: 3 clusters Score -2965887 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22807 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -2965986.000000 Penalty: 5019.125000
	Iteration 27Q: 3 clusters Score -2965986 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2966070.250000 Penalty: 5019.125000
	Iteration 28Q: 3 clusters Score -2966070 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2966137.250000 Penalty: 5019.125000
	Iteration 29Q: 3 clusters Score -2966137 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23249 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2966212.750000 Penalty: 5019.125000
	Iteration 30Q: 3 clusters Score -2966213 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2966262.750000 Penalty: 5019.125000
	Iteration 31Q: 3 clusters Score -2966263 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2966319.500000 Penalty: 5019.125000
	Iteration 32Q: 3 clusters Score -2966320 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2966348.250000 Penalty: 5019.125000
	Iteration 33Q: 3 clusters Score -2966348 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23581 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2966369.750000 Penalty: 5019.125000
	Iteration 34Q: 3 clusters Score -2966370 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2966393.250000 Penalty: 5019.125000
	Iteration 35Q: 3 clusters Score -2966393 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -2966412.000000 Penalty: 5019.125000
	Iteration 36Q: 3 clusters Score -2966412 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2966442.500000 Penalty: 5019.125000
	Iteration 37Q: 3 clusters Score -2966442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2966466.750000 Penalty: 5019.125000
	Iteration 38Q: 3 clusters Score -2966467 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2966496.500000 Penalty: 5019.125000
	Iteration 39Q: 3 clusters Score -2966496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2966514.750000 Penalty: 5019.125000
	Iteration 40F: 3 clusters Score -2966515 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23859 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2966529.500000 Penalty: 5019.125000
	Iteration 41Q: 3 clusters Score -2966530 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2966535.250000 Penalty: 5019.125000
	Iteration 42Q: 3 clusters Score -2966535 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2966541.500000 Penalty: 5019.125000
	Iteration 43Q: 3 clusters Score -2966542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2966548.750000 Penalty: 5019.125000
	Iteration 44Q: 3 clusters Score -2966549 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2966548.750000 Penalty: 5019.125000
	Iteration 45Q: 3 clusters Score -2966549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2966560.250000 Penalty: 5019.125000
	Iteration 46Q: 3 clusters Score -2966560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23949 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2966566.750000 Penalty: 5019.125000
	Iteration 47Q: 3 clusters Score -2966567 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23962 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2966584.000000 Penalty: 5019.125000
	Iteration 48Q: 3 clusters Score -2966584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2966584.750000 Penalty: 5019.125000
	Iteration 49Q: 3 clusters Score -2966585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2966596.750000 Penalty: 5019.125000
	Iteration 50Q: 3 clusters Score -2966597 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23984 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2966596.250000 Penalty: 5019.125000
	Iteration 51Q: 3 clusters Score -2966596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23989 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2966597.500000 Penalty: 5019.125000
	Iteration 52Q: 3 clusters Score -2966598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23999 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2966598.500000 Penalty: 5019.125000
	Iteration 53Q: 3 clusters Score -2966598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24007 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2966600.500000 Penalty: 5019.125000
	Iteration 54Q: 3 clusters Score -2966600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2966604.000000 Penalty: 5019.125000
	Iteration 55Q: 3 clusters Score -2966604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -2966616.750000 Penalty: 5019.125000
	Iteration 56Q: 3 clusters Score -2966617 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -2966621.250000 Penalty: 5019.125000
	Iteration 57Q: 3 clusters Score -2966621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2966624.250000 Penalty: 5019.125000
	Iteration 58Q: 3 clusters Score -2966624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24043 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2966621.250000 Penalty: 5019.125000
	Iteration 59Q: 3 clusters Score -2966621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2966628.000000 Penalty: 5019.125000
	Iteration 60F: 3 clusters Score -2966628 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2966632.000000 Penalty: 5019.125000
	Iteration 61Q: 3 clusters Score -2966632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24057 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2966632.250000 Penalty: 5019.125000
	Iteration 62Q: 3 clusters Score -2966632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2966637.000000 Penalty: 5019.125000
	Iteration 63Q: 3 clusters Score -2966637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2966636.750000 Penalty: 5019.125000
	Iteration 64Q: 3 clusters Score -2966637 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2966636.750000 Penalty: 5019.125000
	Iteration 65F: 3 clusters Score -2966637 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78870 members 
Entering Unmasked Estep 
Score: -9355298.000000 Penalty: 2796.338135
	Iteration 0F: 2 clusters Score -9355298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -9302703.000000 Penalty: 5592.676270
	Iteration 0F: 3 clusters Score -9302703 nChanged 36773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41074 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -9323660.000000 Penalty: 5592.676270
	Iteration 1F: 3 clusters Score -9323660 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41865 members 
Mstep: Class 2 contains 37005 members 
Entering Unmasked Estep 
Score: -9324344.000000 Penalty: 5592.676270
	Iteration 2Q: 3 clusters Score -9324344 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43096 members 
Mstep: Class 2 contains 35774 members 
Entering Unmasked Estep 
Score: -9325139.000000 Penalty: 5592.676270
	Iteration 3Q: 3 clusters Score -9325139 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 33926 members 
Entering Unmasked Estep 
Score: -9326435.000000 Penalty: 5592.676270
	Iteration 4Q: 3 clusters Score -9326435 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47645 members 
Mstep: Class 2 contains 31225 members 
Entering Unmasked Estep 
Score: -9328279.000000 Penalty: 5592.676270
	Iteration 5Q: 3 clusters Score -9328279 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51492 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -9331263.000000 Penalty: 5592.676270
	Iteration 6F: 3 clusters Score -9331263 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56401 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -9335632.000000 Penalty: 5592.676270
	Iteration 7F: 3 clusters Score -9335632 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 17019 members 
Entering Unmasked Estep 
Score: -9340963.000000 Penalty: 5592.676270
	Iteration 8F: 3 clusters Score -9340963 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66602 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -9345902.000000 Penalty: 5592.676270
	Iteration 9F: 3 clusters Score -9345902 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69674 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -9348958.000000 Penalty: 5592.676270
	Iteration 10Q: 3 clusters Score -9348958 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71470 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -9350586.000000 Penalty: 5592.676270
	Iteration 11Q: 3 clusters Score -9350586 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72563 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -9351350.000000 Penalty: 5592.676270
	Iteration 12Q: 3 clusters Score -9351350 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73325 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -9351812.000000 Penalty: 5592.676270
	Iteration 13Q: 3 clusters Score -9351812 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73927 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -9352055.000000 Penalty: 5592.676270
	Iteration 14Q: 3 clusters Score -9352055 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74411 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -9352251.000000 Penalty: 5592.676270
	Iteration 15Q: 3 clusters Score -9352251 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74829 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -9352387.000000 Penalty: 5592.676270
	Iteration 16Q: 3 clusters Score -9352387 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75175 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -9352540.000000 Penalty: 5592.676270
	Iteration 17Q: 3 clusters Score -9352540 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75455 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -9352634.000000 Penalty: 5592.676270
	Iteration 18Q: 3 clusters Score -9352634 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -9352679.000000 Penalty: 5592.676270
	Iteration 19Q: 3 clusters Score -9352679 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75884 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -9352770.000000 Penalty: 5592.676270
	Iteration 20F: 3 clusters Score -9352770 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76054 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -9352846.000000 Penalty: 5592.676270
	Iteration 21Q: 3 clusters Score -9352846 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76179 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -9352884.000000 Penalty: 5592.676270
	Iteration 22Q: 3 clusters Score -9352884 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76281 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -9352896.000000 Penalty: 5592.676270
	Iteration 23Q: 3 clusters Score -9352896 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -9352927.000000 Penalty: 5592.676270
	Iteration 24Q: 3 clusters Score -9352927 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76448 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -9352980.000000 Penalty: 5592.676270
	Iteration 25Q: 3 clusters Score -9352980 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76518 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -9352984.000000 Penalty: 5592.676270
	Iteration 26Q: 3 clusters Score -9352984 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -9352996.000000 Penalty: 5592.676270
	Iteration 27Q: 3 clusters Score -9352996 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76625 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9353004.000000 Penalty: 5592.676270
	Iteration 28Q: 3 clusters Score -9353004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76667 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -9353023.000000 Penalty: 5592.676270
	Iteration 29Q: 3 clusters Score -9353023 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76708 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -9353036.000000 Penalty: 5592.676270
	Iteration 30Q: 3 clusters Score -9353036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76739 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -9353036.000000 Penalty: 5592.676270
	Iteration 31Q: 3 clusters Score -9353036 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76779 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -9353046.000000 Penalty: 5592.676270
	Iteration 32Q: 3 clusters Score -9353046 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76816 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9353054.000000 Penalty: 5592.676270
	Iteration 33Q: 3 clusters Score -9353054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76849 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -9353066.000000 Penalty: 5592.676270
	Iteration 34Q: 3 clusters Score -9353066 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9353080.000000 Penalty: 5592.676270
	Iteration 35Q: 3 clusters Score -9353080 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76901 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9353083.000000 Penalty: 5592.676270
	Iteration 36Q: 3 clusters Score -9353083 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76924 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -9353091.000000 Penalty: 5592.676270
	Iteration 37Q: 3 clusters Score -9353091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76949 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -9353121.000000 Penalty: 5592.676270
	Iteration 38Q: 3 clusters Score -9353121 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -9353106.000000 Penalty: 5592.676270
	Iteration 39Q: 3 clusters Score -9353106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76989 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9353116.000000 Penalty: 5592.676270
	Iteration 40F: 3 clusters Score -9353116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77001 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -9353112.000000 Penalty: 5592.676270
	Iteration 41Q: 3 clusters Score -9353112 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77021 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -9353108.000000 Penalty: 5592.676270
	Iteration 42Q: 3 clusters Score -9353108 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77038 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -9353112.000000 Penalty: 5592.676270
	Iteration 43Q: 3 clusters Score -9353112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77052 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -9353120.000000 Penalty: 5592.676270
	Iteration 44Q: 3 clusters Score -9353120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77068 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -9353129.000000 Penalty: 5592.676270
	Iteration 45Q: 3 clusters Score -9353129 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77090 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -9353143.000000 Penalty: 5592.676270
	Iteration 46Q: 3 clusters Score -9353143 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77110 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -9353144.000000 Penalty: 5592.676270
	Iteration 47Q: 3 clusters Score -9353144 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77135 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -9353156.000000 Penalty: 5592.676270
	Iteration 48Q: 3 clusters Score -9353156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77148 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9353168.000000 Penalty: 5592.676270
	Iteration 49Q: 3 clusters Score -9353168 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77163 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -9353169.000000 Penalty: 5592.676270
	Iteration 50Q: 3 clusters Score -9353169 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77184 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -9353173.000000 Penalty: 5592.676270
	Iteration 51Q: 3 clusters Score -9353173 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77200 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9353170.000000 Penalty: 5592.676270
	Iteration 52Q: 3 clusters Score -9353170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77219 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9353185.000000 Penalty: 5592.676270
	Iteration 53Q: 3 clusters Score -9353185 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77236 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9353211.000000 Penalty: 5592.676270
	Iteration 54Q: 3 clusters Score -9353211 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77246 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -9353209.000000 Penalty: 5592.676270
	Iteration 55Q: 3 clusters Score -9353209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77253 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9353212.000000 Penalty: 5592.676270
	Iteration 56Q: 3 clusters Score -9353212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77266 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -9353220.000000 Penalty: 5592.676270
	Iteration 57Q: 3 clusters Score -9353220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77278 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -9353216.000000 Penalty: 5592.676270
	Iteration 58Q: 3 clusters Score -9353216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77288 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9353224.000000 Penalty: 5592.676270
	Iteration 59Q: 3 clusters Score -9353224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77303 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -9353235.000000 Penalty: 5592.676270
	Iteration 60F: 3 clusters Score -9353235 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77305 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -9353235.000000 Penalty: 5592.676270
	Iteration 61Q: 3 clusters Score -9353235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77312 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -9353243.000000 Penalty: 5592.676270
	Iteration 62Q: 3 clusters Score -9353243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77316 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9353224.000000 Penalty: 5592.676270
	Iteration 63Q: 3 clusters Score -9353224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77316 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -9353239.000000 Penalty: 5592.676270
	Iteration 64Q: 3 clusters Score -9353239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77318 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9353246.000000 Penalty: 5592.676270
	Iteration 65Q: 3 clusters Score -9353246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -9353248.000000 Penalty: 5592.676270
	Iteration 66Q: 3 clusters Score -9353248 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77325 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -9353252.000000 Penalty: 5592.676270
	Iteration 67Q: 3 clusters Score -9353252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -9353255.000000 Penalty: 5592.676270
	Iteration 68Q: 3 clusters Score -9353255 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77334 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -9353246.000000 Penalty: 5592.676270
	Iteration 69Q: 3 clusters Score -9353246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -9353245.000000 Penalty: 5592.676270
	Iteration 70Q: 3 clusters Score -9353245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9353249.000000 Penalty: 5592.676270
	Iteration 71Q: 3 clusters Score -9353249 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77340 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -9353247.000000 Penalty: 5592.676270
	Iteration 72Q: 3 clusters Score -9353247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9353241.000000 Penalty: 5592.676270
	Iteration 73Q: 3 clusters Score -9353241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77341 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -9353241.000000 Penalty: 5592.676270
	Iteration 74F: 3 clusters Score -9353241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Entering Unmasked Estep 
Score: -1329753.375000 Penalty: 2328.386230
	Iteration 0F: 2 clusters Score -1329753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1320842.750000 Penalty: 4656.772461
	Iteration 0F: 3 clusters Score -1320843 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1323590.750000 Penalty: 4656.772461
	Iteration 1F: 3 clusters Score -1323591 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1323943.250000 Penalty: 4656.772461
	Iteration 2F: 3 clusters Score -1323943 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1324202.125000 Penalty: 4656.772461
	Iteration 3F: 3 clusters Score -1324202 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -1324406.375000 Penalty: 4656.772461
	Iteration 4Q: 3 clusters Score -1324406 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1324570.750000 Penalty: 4656.772461
	Iteration 5Q: 3 clusters Score -1324571 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1324741.750000 Penalty: 4656.772461
	Iteration 6Q: 3 clusters Score -1324742 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -1324890.000000 Penalty: 4656.772461
	Iteration 7Q: 3 clusters Score -1324890 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1325026.000000 Penalty: 4656.772461
	Iteration 8Q: 3 clusters Score -1325026 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1325142.875000 Penalty: 4656.772461
	Iteration 9Q: 3 clusters Score -1325143 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1325255.500000 Penalty: 4656.772461
	Iteration 10Q: 3 clusters Score -1325256 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1325363.875000 Penalty: 4656.772461
	Iteration 11Q: 3 clusters Score -1325364 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1325471.875000 Penalty: 4656.772461
	Iteration 12Q: 3 clusters Score -1325472 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1325592.125000 Penalty: 4656.772461
	Iteration 13Q: 3 clusters Score -1325592 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1325722.125000 Penalty: 4656.772461
	Iteration 14Q: 3 clusters Score -1325722 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1325874.250000 Penalty: 4656.772461
	Iteration 15Q: 3 clusters Score -1325874 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1326052.125000 Penalty: 4656.772461
	Iteration 16Q: 3 clusters Score -1326052 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1326244.000000 Penalty: 4656.772461
	Iteration 17Q: 3 clusters Score -1326244 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1326463.375000 Penalty: 4656.772461
	Iteration 18Q: 3 clusters Score -1326463 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1326706.250000 Penalty: 4656.772461
	Iteration 19Q: 3 clusters Score -1326706 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1326925.250000 Penalty: 4656.772461
	Iteration 20F: 3 clusters Score -1326925 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1327109.875000 Penalty: 4656.772461
	Iteration 21Q: 3 clusters Score -1327110 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1327258.125000 Penalty: 4656.772461
	Iteration 22Q: 3 clusters Score -1327258 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1327392.000000 Penalty: 4656.772461
	Iteration 23Q: 3 clusters Score -1327392 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1327501.625000 Penalty: 4656.772461
	Iteration 24Q: 3 clusters Score -1327502 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -1327589.375000 Penalty: 4656.772461
	Iteration 25Q: 3 clusters Score -1327589 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -1327657.625000 Penalty: 4656.772461
	Iteration 26Q: 3 clusters Score -1327658 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1327728.375000 Penalty: 4656.772461
	Iteration 27Q: 3 clusters Score -1327728 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1327794.375000 Penalty: 4656.772461
	Iteration 28Q: 3 clusters Score -1327794 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1327838.625000 Penalty: 4656.772461
	Iteration 29Q: 3 clusters Score -1327839 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -1327874.500000 Penalty: 4656.772461
	Iteration 30Q: 3 clusters Score -1327874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1327911.375000 Penalty: 4656.772461
	Iteration 31Q: 3 clusters Score -1327911 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -1327939.500000 Penalty: 4656.772461
	Iteration 32Q: 3 clusters Score -1327940 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1327964.500000 Penalty: 4656.772461
	Iteration 33Q: 3 clusters Score -1327964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1327997.250000 Penalty: 4656.772461
	Iteration 34Q: 3 clusters Score -1327997 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1328020.875000 Penalty: 4656.772461
	Iteration 35Q: 3 clusters Score -1328021 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1328051.750000 Penalty: 4656.772461
	Iteration 36Q: 3 clusters Score -1328052 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1328077.500000 Penalty: 4656.772461
	Iteration 37Q: 3 clusters Score -1328078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1328101.375000 Penalty: 4656.772461
	Iteration 38Q: 3 clusters Score -1328101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1328126.750000 Penalty: 4656.772461
	Iteration 39Q: 3 clusters Score -1328127 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1328151.125000 Penalty: 4656.772461
	Iteration 40F: 3 clusters Score -1328151 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1328171.625000 Penalty: 4656.772461
	Iteration 41Q: 3 clusters Score -1328172 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1328188.250000 Penalty: 4656.772461
	Iteration 42Q: 3 clusters Score -1328188 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1328200.000000 Penalty: 4656.772461
	Iteration 43Q: 3 clusters Score -1328200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1328214.625000 Penalty: 4656.772461
	Iteration 44Q: 3 clusters Score -1328215 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1328227.625000 Penalty: 4656.772461
	Iteration 45Q: 3 clusters Score -1328228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1328242.500000 Penalty: 4656.772461
	Iteration 46Q: 3 clusters Score -1328242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1328255.875000 Penalty: 4656.772461
	Iteration 47Q: 3 clusters Score -1328256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1328267.875000 Penalty: 4656.772461
	Iteration 48Q: 3 clusters Score -1328268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -1328283.625000 Penalty: 4656.772461
	Iteration 49Q: 3 clusters Score -1328284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1328304.750000 Penalty: 4656.772461
	Iteration 50Q: 3 clusters Score -1328305 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1328329.000000 Penalty: 4656.772461
	Iteration 51Q: 3 clusters Score -1328329 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1328339.625000 Penalty: 4656.772461
	Iteration 52Q: 3 clusters Score -1328340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1328350.000000 Penalty: 4656.772461
	Iteration 53Q: 3 clusters Score -1328350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1328353.250000 Penalty: 4656.772461
	Iteration 54Q: 3 clusters Score -1328353 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1328363.375000 Penalty: 4656.772461
	Iteration 55Q: 3 clusters Score -1328363 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1328366.625000 Penalty: 4656.772461
	Iteration 56Q: 3 clusters Score -1328367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -1328375.000000 Penalty: 4656.772461
	Iteration 57Q: 3 clusters Score -1328375 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1328386.875000 Penalty: 4656.772461
	Iteration 58Q: 3 clusters Score -1328387 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1328391.875000 Penalty: 4656.772461
	Iteration 59Q: 3 clusters Score -1328392 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1328395.625000 Penalty: 4656.772461
	Iteration 60F: 3 clusters Score -1328396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1328401.000000 Penalty: 4656.772461
	Iteration 61Q: 3 clusters Score -1328401 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1328402.250000 Penalty: 4656.772461
	Iteration 62Q: 3 clusters Score -1328402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1328407.000000 Penalty: 4656.772461
	Iteration 63Q: 3 clusters Score -1328407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1328410.500000 Penalty: 4656.772461
	Iteration 64Q: 3 clusters Score -1328410 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -1328416.250000 Penalty: 4656.772461
	Iteration 65Q: 3 clusters Score -1328416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1328419.000000 Penalty: 4656.772461
	Iteration 66Q: 3 clusters Score -1328419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1328424.250000 Penalty: 4656.772461
	Iteration 67Q: 3 clusters Score -1328424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1328426.750000 Penalty: 4656.772461
	Iteration 68Q: 3 clusters Score -1328427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1328426.875000 Penalty: 4656.772461
	Iteration 69Q: 3 clusters Score -1328427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1328426.875000 Penalty: 4656.772461
	Iteration 70F: 3 clusters Score -1328427 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (317473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317473 members 
Entering Unmasked Estep 
Score: -37292924.000000 Penalty: 3141.700684
	Iteration 0F: 2 clusters Score -3.729292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159039 members 
Mstep: Class 2 contains 158434 members 
Entering Unmasked Estep 
Score: -37104964.000000 Penalty: 6283.401367
	Iteration 0F: 3 clusters Score -3.710496e+07 nChanged 153852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162521 members 
Mstep: Class 2 contains 154952 members 
Entering Unmasked Estep 
Score: -37195676.000000 Penalty: 6283.401367
	Iteration 1F: 3 clusters Score -3.719568e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164374 members 
Mstep: Class 2 contains 153099 members 
Entering Unmasked Estep 
Score: -37196836.000000 Penalty: 6283.401367
	Iteration 2Q: 3 clusters Score -3.719684e+07 nChanged 7384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167382 members 
Mstep: Class 2 contains 150091 members 
Entering Unmasked Estep 
Score: -37198324.000000 Penalty: 6283.401367
	Iteration 3Q: 3 clusters Score -3.719832e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172039 members 
Mstep: Class 2 contains 145434 members 
Entering Unmasked Estep 
Score: -37200376.000000 Penalty: 6283.401367
	Iteration 4Q: 3 clusters Score -3.720038e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179157 members 
Mstep: Class 2 contains 138316 members 
Entering Unmasked Estep 
Score: -37203520.000000 Penalty: 6283.401367
	Iteration 5Q: 3 clusters Score -3.720352e+07 nChanged 12301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189962 members 
Mstep: Class 2 contains 127511 members 
Entering Unmasked Estep 
Score: -37208952.000000 Penalty: 6283.401367
	Iteration 6Q: 3 clusters Score -3.720895e+07 nChanged 16696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206034 members 
Mstep: Class 2 contains 111439 members 
Entering Unmasked Estep 
Score: -37218132.000000 Penalty: 6283.401367
	Iteration 7F: 3 clusters Score -3.721813e+07 nChanged 22597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228505 members 
Mstep: Class 2 contains 88968 members 
Entering Unmasked Estep 
Score: -37233656.000000 Penalty: 6283.401367
	Iteration 8F: 3 clusters Score -3.723366e+07 nChanged 27421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255918 members 
Mstep: Class 2 contains 61555 members 
Entering Unmasked Estep 
Score: -37256172.000000 Penalty: 6283.401367
	Iteration 9F: 3 clusters Score -3.725617e+07 nChanged 26640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282558 members 
Mstep: Class 2 contains 34915 members 
Entering Unmasked Estep 
Score: -37279756.000000 Penalty: 6283.401367
	Iteration 10F: 3 clusters Score -3.727976e+07 nChanged 18543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301101 members 
Mstep: Class 2 contains 16372 members 
Entering Unmasked Estep 
Score: -37293032.000000 Penalty: 6283.401367
	Iteration 11F: 3 clusters Score -3.729303e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310421 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -37292348.000000 Penalty: 6283.401367
	Iteration 12Q: 3 clusters Score -3.729235e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314113 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -37291408.000000 Penalty: 6283.401367
	Iteration 13Q: 3 clusters Score -3.729141e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315589 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -37290892.000000 Penalty: 6283.401367
	Iteration 14Q: 3 clusters Score -3.729089e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316208 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -37290832.000000 Penalty: 6283.401367
	Iteration 15Q: 3 clusters Score -3.729083e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316485 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -37290760.000000 Penalty: 6283.401367
	Iteration 16Q: 3 clusters Score -3.729076e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316624 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -37290768.000000 Penalty: 6283.401367
	Iteration 17Q: 3 clusters Score -3.729077e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316695 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -37290740.000000 Penalty: 6283.401367
	Iteration 18Q: 3 clusters Score -3.729074e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316749 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -37290772.000000 Penalty: 6283.401367
	Iteration 19Q: 3 clusters Score -3.729077e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316782 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -37290780.000000 Penalty: 6283.401367
	Iteration 20F: 3 clusters Score -3.729078e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316811 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -37290780.000000 Penalty: 6283.401367
	Iteration 21Q: 3 clusters Score -3.729078e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316830 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -37290768.000000 Penalty: 6283.401367
	Iteration 22Q: 3 clusters Score -3.729077e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316843 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -37290768.000000 Penalty: 6283.401367
	Iteration 23Q: 3 clusters Score -3.729077e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316856 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -37290752.000000 Penalty: 6283.401367
	Iteration 24Q: 3 clusters Score -3.729075e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316865 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -37290748.000000 Penalty: 6283.401367
	Iteration 25Q: 3 clusters Score -3.729075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316880 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -37290744.000000 Penalty: 6283.401367
	Iteration 26Q: 3 clusters Score -3.729074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316889 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -37290740.000000 Penalty: 6283.401367
	Iteration 27Q: 3 clusters Score -3.729074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316896 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -37290736.000000 Penalty: 6283.401367
	Iteration 28Q: 3 clusters Score -3.729074e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316896 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -37290740.000000 Penalty: 6283.401367
	Iteration 29Q: 3 clusters Score -3.729074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316898 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -37290768.000000 Penalty: 6283.401367
	Iteration 30Q: 3 clusters Score -3.729077e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316896 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -37290772.000000 Penalty: 6283.401367
	Iteration 31Q: 3 clusters Score -3.729077e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316896 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -37290772.000000 Penalty: 6283.401367
	Iteration 32F: 3 clusters Score -3.729077e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Entering Unmasked Estep 
Score: -998100.875000 Penalty: 2281.697021
	Iteration 0F: 2 clusters Score -998100.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -990487.500000 Penalty: 4563.394043
	Iteration 0F: 3 clusters Score -990487.5 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -992879.062500 Penalty: 4563.394043
	Iteration 1F: 3 clusters Score -992879.1 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -993260.250000 Penalty: 4563.394043
	Iteration 2F: 3 clusters Score -993260.2 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -993555.500000 Penalty: 4563.394043
	Iteration 3F: 3 clusters Score -993555.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -993876.562500 Penalty: 4563.394043
	Iteration 4Q: 3 clusters Score -993876.6 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -994287.000000 Penalty: 4563.394043
	Iteration 5F: 3 clusters Score -994287 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -994828.250000 Penalty: 4563.394043
	Iteration 6F: 3 clusters Score -994828.2 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -995350.875000 Penalty: 4563.394043
	Iteration 7F: 3 clusters Score -995350.9 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -995754.562500 Penalty: 4563.394043
	Iteration 8F: 3 clusters Score -995754.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -996052.687500 Penalty: 4563.394043
	Iteration 9Q: 3 clusters Score -996052.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -996236.687500 Penalty: 4563.394043
	Iteration 10Q: 3 clusters Score -996236.7 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -996358.625000 Penalty: 4563.394043
	Iteration 11Q: 3 clusters Score -996358.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -996442.750000 Penalty: 4563.394043
	Iteration 12Q: 3 clusters Score -996442.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -996501.062500 Penalty: 4563.394043
	Iteration 13Q: 3 clusters Score -996501.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -996545.625000 Penalty: 4563.394043
	Iteration 14Q: 3 clusters Score -996545.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -996577.937500 Penalty: 4563.394043
	Iteration 15Q: 3 clusters Score -996577.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -996595.625000 Penalty: 4563.394043
	Iteration 16Q: 3 clusters Score -996595.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -996604.375000 Penalty: 4563.394043
	Iteration 17Q: 3 clusters Score -996604.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -996616.562500 Penalty: 4563.394043
	Iteration 18Q: 3 clusters Score -996616.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -996625.437500 Penalty: 4563.394043
	Iteration 19Q: 3 clusters Score -996625.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -996629.687500 Penalty: 4563.394043
	Iteration 20F: 3 clusters Score -996629.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -996640.250000 Penalty: 4563.394043
	Iteration 21Q: 3 clusters Score -996640.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -996644.562500 Penalty: 4563.394043
	Iteration 22Q: 3 clusters Score -996644.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -996646.062500 Penalty: 4563.394043
	Iteration 23Q: 3 clusters Score -996646.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -996653.125000 Penalty: 4563.394043
	Iteration 24Q: 3 clusters Score -996653.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -996657.250000 Penalty: 4563.394043
	Iteration 25Q: 3 clusters Score -996657.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -996659.625000 Penalty: 4563.394043
	Iteration 26Q: 3 clusters Score -996659.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -996665.687500 Penalty: 4563.394043
	Iteration 27Q: 3 clusters Score -996665.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -996667.187500 Penalty: 4563.394043
	Iteration 28Q: 3 clusters Score -996667.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -996673.937500 Penalty: 4563.394043
	Iteration 29Q: 3 clusters Score -996673.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -996672.250000 Penalty: 4563.394043
	Iteration 30Q: 3 clusters Score -996672.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -996674.125000 Penalty: 4563.394043
	Iteration 31Q: 3 clusters Score -996674.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -996675.375000 Penalty: 4563.394043
	Iteration 32Q: 3 clusters Score -996675.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -996673.875000 Penalty: 4563.394043
	Iteration 33Q: 3 clusters Score -996673.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -996674.562500 Penalty: 4563.394043
	Iteration 34Q: 3 clusters Score -996674.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -996675.375000 Penalty: 4563.394043
	Iteration 35Q: 3 clusters Score -996675.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -996675.812500 Penalty: 4563.394043
	Iteration 36Q: 3 clusters Score -996675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -996676.625000 Penalty: 4563.394043
	Iteration 37Q: 3 clusters Score -996676.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -996676.250000 Penalty: 4563.394043
	Iteration 38Q: 3 clusters Score -996676.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -996676.250000 Penalty: 4563.394043
	Iteration 39F: 3 clusters Score -996676.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21531 members 
Entering Unmasked Estep 
Score: -2408679.750000 Penalty: 2474.357910
	Iteration 0F: 2 clusters Score -2408680 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2393645.500000 Penalty: 4948.715820
	Iteration 0F: 3 clusters Score -2393646 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2398770.000000 Penalty: 4948.715820
	Iteration 1F: 3 clusters Score -2398770 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10774 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2399236.500000 Penalty: 4948.715820
	Iteration 2F: 3 clusters Score -2399236 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2399705.750000 Penalty: 4948.715820
	Iteration 3F: 3 clusters Score -2399706 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 10297 members 
Entering Unmasked Estep 
Score: -2400229.750000 Penalty: 4948.715820
	Iteration 4Q: 3 clusters Score -2400230 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2400872.750000 Penalty: 4948.715820
	Iteration 5F: 3 clusters Score -2400873 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -2401612.500000 Penalty: 4948.715820
	Iteration 6F: 3 clusters Score -2401612 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2402275.250000 Penalty: 4948.715820
	Iteration 7F: 3 clusters Score -2402275 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2402802.750000 Penalty: 4948.715820
	Iteration 8Q: 3 clusters Score -2402803 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2403153.000000 Penalty: 4948.715820
	Iteration 9Q: 3 clusters Score -2403153 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2403425.250000 Penalty: 4948.715820
	Iteration 10Q: 3 clusters Score -2403425 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2403614.000000 Penalty: 4948.715820
	Iteration 11Q: 3 clusters Score -2403614 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2403760.000000 Penalty: 4948.715820
	Iteration 12Q: 3 clusters Score -2403760 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2403909.250000 Penalty: 4948.715820
	Iteration 13Q: 3 clusters Score -2403909 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -2404086.000000 Penalty: 4948.715820
	Iteration 14Q: 3 clusters Score -2404086 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2404273.250000 Penalty: 4948.715820
	Iteration 15Q: 3 clusters Score -2404273 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -2404450.500000 Penalty: 4948.715820
	Iteration 16Q: 3 clusters Score -2404450 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -2404646.750000 Penalty: 4948.715820
	Iteration 17Q: 3 clusters Score -2404647 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -2404793.500000 Penalty: 4948.715820
	Iteration 18Q: 3 clusters Score -2404794 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2404913.000000 Penalty: 4948.715820
	Iteration 19Q: 3 clusters Score -2404913 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2404996.250000 Penalty: 4948.715820
	Iteration 20F: 3 clusters Score -2404996 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14416 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -2405063.750000 Penalty: 4948.715820
	Iteration 21Q: 3 clusters Score -2405064 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -2405138.250000 Penalty: 4948.715820
	Iteration 22Q: 3 clusters Score -2405138 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -2405202.750000 Penalty: 4948.715820
	Iteration 23Q: 3 clusters Score -2405203 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2405255.250000 Penalty: 4948.715820
	Iteration 24Q: 3 clusters Score -2405255 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2405325.000000 Penalty: 4948.715820
	Iteration 25Q: 3 clusters Score -2405325 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15054 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2405400.250000 Penalty: 4948.715820
	Iteration 26Q: 3 clusters Score -2405400 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2405471.500000 Penalty: 4948.715820
	Iteration 27Q: 3 clusters Score -2405472 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 6139 members 
Entering Unmasked Estep 
Score: -2405556.000000 Penalty: 4948.715820
	Iteration 28Q: 3 clusters Score -2405556 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2405650.250000 Penalty: 4948.715820
	Iteration 29Q: 3 clusters Score -2405650 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -2405725.000000 Penalty: 4948.715820
	Iteration 30Q: 3 clusters Score -2405725 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2405799.500000 Penalty: 4948.715820
	Iteration 31Q: 3 clusters Score -2405800 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15995 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -2405874.250000 Penalty: 4948.715820
	Iteration 32Q: 3 clusters Score -2405874 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16138 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -2405941.250000 Penalty: 4948.715820
	Iteration 33Q: 3 clusters Score -2405941 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -2406000.250000 Penalty: 4948.715820
	Iteration 34Q: 3 clusters Score -2406000 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16410 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -2406054.500000 Penalty: 4948.715820
	Iteration 35Q: 3 clusters Score -2406054 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2406093.000000 Penalty: 4948.715820
	Iteration 36Q: 3 clusters Score -2406093 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2406128.500000 Penalty: 4948.715820
	Iteration 37Q: 3 clusters Score -2406128 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2406160.000000 Penalty: 4948.715820
	Iteration 38Q: 3 clusters Score -2406160 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2406180.750000 Penalty: 4948.715820
	Iteration 39Q: 3 clusters Score -2406181 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2406198.250000 Penalty: 4948.715820
	Iteration 40F: 3 clusters Score -2406198 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -2406215.750000 Penalty: 4948.715820
	Iteration 41Q: 3 clusters Score -2406216 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -2406231.000000 Penalty: 4948.715820
	Iteration 42Q: 3 clusters Score -2406231 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -2406244.250000 Penalty: 4948.715820
	Iteration 43Q: 3 clusters Score -2406244 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -2406250.750000 Penalty: 4948.715820
	Iteration 44Q: 3 clusters Score -2406251 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -2406266.750000 Penalty: 4948.715820
	Iteration 45Q: 3 clusters Score -2406267 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -2406270.750000 Penalty: 4948.715820
	Iteration 46Q: 3 clusters Score -2406271 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17220 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2406267.750000 Penalty: 4948.715820
	Iteration 47Q: 3 clusters Score -2406268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -2406274.750000 Penalty: 4948.715820
	Iteration 48Q: 3 clusters Score -2406275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -2406280.250000 Penalty: 4948.715820
	Iteration 49Q: 3 clusters Score -2406280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2406282.750000 Penalty: 4948.715820
	Iteration 50Q: 3 clusters Score -2406283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17289 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -2406283.500000 Penalty: 4948.715820
	Iteration 51Q: 3 clusters Score -2406284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2406287.250000 Penalty: 4948.715820
	Iteration 52Q: 3 clusters Score -2406287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -2406289.250000 Penalty: 4948.715820
	Iteration 53Q: 3 clusters Score -2406289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -2406285.000000 Penalty: 4948.715820
	Iteration 54Q: 3 clusters Score -2406285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2406288.750000 Penalty: 4948.715820
	Iteration 55Q: 3 clusters Score -2406289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -2406291.500000 Penalty: 4948.715820
	Iteration 56Q: 3 clusters Score -2406292 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2406294.000000 Penalty: 4948.715820
	Iteration 57Q: 3 clusters Score -2406294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -2406294.500000 Penalty: 4948.715820
	Iteration 58Q: 3 clusters Score -2406294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2406295.750000 Penalty: 4948.715820
	Iteration 59Q: 3 clusters Score -2406296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -2406295.750000 Penalty: 4948.715820
	Iteration 60F: 3 clusters Score -2406296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -71591.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -71591.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -69852.523438 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -69852.52 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -70291.101562 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -70291.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -70583.117188 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -70583.12 nChanged 41
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: -70685.210938 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -70685.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -70762.164062 Penalty: 3273.535889
	Iteration 4Q: 3 clusters Score -70762.16 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -70837.843750 Penalty: 3273.535889
	Iteration 5Q: 3 clusters Score -70837.84 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -70900.796875 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -70900.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -70943.679688 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -70943.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -70983.335938 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -70983.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -71017.523438 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -71017.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -71080.468750 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -71080.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -71171.960938 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -71171.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71233.562500 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -71233.56 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -71264.156250 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -71264.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -71300.820312 Penalty: 3273.535889
	Iteration 14Q: 3 clusters Score -71300.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -71312.343750 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -71312.34 nChanged 5
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: -71319.875000 Penalty: 3273.535889
	Iteration 16Q: 3 clusters Score -71319.88 nChanged 3
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: -71327.812500 Penalty: 3273.535889
	Iteration 17Q: 3 clusters Score -71327.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -71338.054688 Penalty: 3273.535889
	Iteration 18Q: 3 clusters Score -71338.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -71350.117188 Penalty: 3273.535889
	Iteration 19Q: 3 clusters Score -71350.12 nChanged 7
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: -71369.789062 Penalty: 3273.535889
	Iteration 20F: 3 clusters Score -71369.79 nChanged 13
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: -71409.312500 Penalty: 3273.535889
	Iteration 21Q: 3 clusters Score -71409.31 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -71507.648438 Penalty: 3273.535889
	Iteration 22Q: 3 clusters Score -71507.65 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -71610.945312 Penalty: 3273.535889
	Iteration 23Q: 3 clusters Score -71610.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -71668.117188 Penalty: 3273.535889
	Iteration 24Q: 3 clusters Score -71668.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -71689.414062 Penalty: 3273.535889
	Iteration 25Q: 3 clusters Score -71689.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -71708.140625 Penalty: 3273.535889
	Iteration 26Q: 3 clusters Score -71708.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -71727.164062 Penalty: 3273.535889
	Iteration 27Q: 3 clusters Score -71727.16 nChanged 3
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: -71747.265625 Penalty: 3273.535889
	Iteration 28Q: 3 clusters Score -71747.27 nChanged 5
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: -71811.531250 Penalty: 3273.535889
	Iteration 29Q: 3 clusters Score -71811.53 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -71960.507812 Penalty: 3273.535889
	Iteration 30Q: 3 clusters Score -71960.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -71989.742188 Penalty: 3273.535889
	Iteration 31Q: 3 clusters Score -71989.74 nChanged 2
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: -71993.828125 Penalty: 3273.535889
	Iteration 32Q: 3 clusters Score -71993.83 nChanged 0
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: -71993.828125 Penalty: 3273.535889
	Iteration 33F: 3 clusters Score -71993.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26106 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57233 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239046 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39648 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15376 members 
Mstep: Class 16 contains 37853 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 78870 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317473 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 242 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19257 members 
Mstep: Class 26 contains 197558 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 493 members 
Entering Unmasked Estep 
Score: -161425520.000000 Penalty: 101876.304688
Splitting cluster 23 changes total score from -161427296.000000 to -161425520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -429663.718750 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -429663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -425103.843750 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -425103.8 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -426291.281250 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -426291.3 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -426622.750000 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -426622.8 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -426872.343750 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -426872.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -427059.062500 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -427059.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -427243.625000 Penalty: 4224.626953
	Iteration 5Q: 3 clusters Score -427243.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -427480.031250 Penalty: 4224.626953
	Iteration 6Q: 3 clusters Score -427480 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -427691.343750 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -427691.3 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -427892.468750 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -427892.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -428081.531250 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -428081.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -428255.093750 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -428255.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -428391.968750 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -428392 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -428507.031250 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -428507 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -428630.781250 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -428630.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -428770.750000 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -428770.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -428905.562500 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -428905.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -428989.562500 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -428989.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -429024.343750 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -429024.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -429038.156250 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -429038.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -429063.781250 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -429063.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -429143.656250 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -429143.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -429178.406250 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -429178.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -429195.843750 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -429195.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -429206.687500 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -429206.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -429206.656250 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -429206.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -429208.062500 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -429208.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -429210.937500 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -429210.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -429212.281250 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -429212.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -429213.968750 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -429214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -429213.968750 Penalty: 4224.626953
	Iteration 29F: 3 clusters Score -429214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Entering Unmasked Estep 
Score: -2311814.000000 Penalty: 2446.676270
	Iteration 0F: 2 clusters Score -2311814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2298278.000000 Penalty: 4893.352539
	Iteration 0F: 3 clusters Score -2298278 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -2302850.250000 Penalty: 4893.352539
	Iteration 1F: 3 clusters Score -2302850 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2303190.000000 Penalty: 4893.352539
	Iteration 2F: 3 clusters Score -2303190 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2303466.750000 Penalty: 4893.352539
	Iteration 3Q: 3 clusters Score -2303467 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -2303720.000000 Penalty: 4893.352539
	Iteration 4Q: 3 clusters Score -2303720 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 8307 members 
Entering Unmasked Estep 
Score: -2303950.250000 Penalty: 4893.352539
	Iteration 5Q: 3 clusters Score -2303950 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11421 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -2304241.000000 Penalty: 4893.352539
	Iteration 6Q: 3 clusters Score -2304241 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -2304601.000000 Penalty: 4893.352539
	Iteration 7Q: 3 clusters Score -2304601 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2305041.750000 Penalty: 4893.352539
	Iteration 8Q: 3 clusters Score -2305042 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -2305610.250000 Penalty: 4893.352539
	Iteration 9Q: 3 clusters Score -2305610 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -2306338.500000 Penalty: 4893.352539
	Iteration 10F: 3 clusters Score -2306338 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2307140.000000 Penalty: 4893.352539
	Iteration 11F: 3 clusters Score -2307140 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -2307846.250000 Penalty: 4893.352539
	Iteration 12Q: 3 clusters Score -2307846 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2308422.000000 Penalty: 4893.352539
	Iteration 13Q: 3 clusters Score -2308422 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2308783.750000 Penalty: 4893.352539
	Iteration 14Q: 3 clusters Score -2308784 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2309017.000000 Penalty: 4893.352539
	Iteration 15Q: 3 clusters Score -2309017 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -2309178.750000 Penalty: 4893.352539
	Iteration 16Q: 3 clusters Score -2309179 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2309276.750000 Penalty: 4893.352539
	Iteration 17Q: 3 clusters Score -2309277 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2309371.250000 Penalty: 4893.352539
	Iteration 18Q: 3 clusters Score -2309371 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2309431.500000 Penalty: 4893.352539
	Iteration 19Q: 3 clusters Score -2309432 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2309475.000000 Penalty: 4893.352539
	Iteration 20F: 3 clusters Score -2309475 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2309526.250000 Penalty: 4893.352539
	Iteration 21Q: 3 clusters Score -2309526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2309571.750000 Penalty: 4893.352539
	Iteration 22Q: 3 clusters Score -2309572 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2309603.250000 Penalty: 4893.352539
	Iteration 23Q: 3 clusters Score -2309603 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18276 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2309626.750000 Penalty: 4893.352539
	Iteration 24Q: 3 clusters Score -2309627 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2309641.000000 Penalty: 4893.352539
	Iteration 25Q: 3 clusters Score -2309641 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2309653.250000 Penalty: 4893.352539
	Iteration 26Q: 3 clusters Score -2309653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2309667.500000 Penalty: 4893.352539
	Iteration 27Q: 3 clusters Score -2309668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2309680.250000 Penalty: 4893.352539
	Iteration 28Q: 3 clusters Score -2309680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2309689.750000 Penalty: 4893.352539
	Iteration 29Q: 3 clusters Score -2309690 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2309704.000000 Penalty: 4893.352539
	Iteration 30Q: 3 clusters Score -2309704 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2309722.000000 Penalty: 4893.352539
	Iteration 31Q: 3 clusters Score -2309722 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -2309731.250000 Penalty: 4893.352539
	Iteration 32Q: 3 clusters Score -2309731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2309740.750000 Penalty: 4893.352539
	Iteration 33Q: 3 clusters Score -2309741 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18483 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2309744.500000 Penalty: 4893.352539
	Iteration 34Q: 3 clusters Score -2309744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -2309751.500000 Penalty: 4893.352539
	Iteration 35Q: 3 clusters Score -2309752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2309756.250000 Penalty: 4893.352539
	Iteration 36Q: 3 clusters Score -2309756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2309756.500000 Penalty: 4893.352539
	Iteration 37Q: 3 clusters Score -2309756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18503 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2309760.250000 Penalty: 4893.352539
	Iteration 38Q: 3 clusters Score -2309760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2309762.500000 Penalty: 4893.352539
	Iteration 39Q: 3 clusters Score -2309762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2309770.000000 Penalty: 4893.352539
	Iteration 40F: 3 clusters Score -2309770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -2309775.250000 Penalty: 4893.352539
	Iteration 41Q: 3 clusters Score -2309775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2309776.750000 Penalty: 4893.352539
	Iteration 42Q: 3 clusters Score -2309777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2309775.000000 Penalty: 4893.352539
	Iteration 43Q: 3 clusters Score -2309775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2309775.000000 Penalty: 4893.352539
	Iteration 44F: 3 clusters Score -2309775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (197558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197558 members 
Entering Unmasked Estep 
Score: -23183746.000000 Penalty: 3024.059326
	Iteration 0F: 2 clusters Score -2.318375e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98958 members 
Mstep: Class 2 contains 98600 members 
Entering Unmasked Estep 
Score: -23055288.000000 Penalty: 6048.118652
	Iteration 0F: 3 clusters Score -2.305529e+07 nChanged 94995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103105 members 
Mstep: Class 2 contains 94453 members 
Entering Unmasked Estep 
Score: -23112022.000000 Penalty: 6048.118652
	Iteration 1F: 3 clusters Score -2.311202e+07 nChanged 7180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106095 members 
Mstep: Class 2 contains 91463 members 
Entering Unmasked Estep 
Score: -23114136.000000 Penalty: 6048.118652
	Iteration 2Q: 3 clusters Score -2.311414e+07 nChanged 8950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110875 members 
Mstep: Class 2 contains 86683 members 
Entering Unmasked Estep 
Score: -23118198.000000 Penalty: 6048.118652
	Iteration 3Q: 3 clusters Score -2.31182e+07 nChanged 11854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118157 members 
Mstep: Class 2 contains 79401 members 
Entering Unmasked Estep 
Score: -23125702.000000 Penalty: 6048.118652
	Iteration 4F: 3 clusters Score -2.31257e+07 nChanged 15273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128318 members 
Mstep: Class 2 contains 69240 members 
Entering Unmasked Estep 
Score: -23137502.000000 Penalty: 6048.118652
	Iteration 5F: 3 clusters Score -2.31375e+07 nChanged 16803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139931 members 
Mstep: Class 2 contains 57627 members 
Entering Unmasked Estep 
Score: -23152378.000000 Penalty: 6048.118652
	Iteration 6F: 3 clusters Score -2.315238e+07 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149514 members 
Mstep: Class 2 contains 48044 members 
Entering Unmasked Estep 
Score: -23165850.000000 Penalty: 6048.118652
	Iteration 7F: 3 clusters Score -2.316585e+07 nChanged 10191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155473 members 
Mstep: Class 2 contains 42085 members 
Entering Unmasked Estep 
Score: -23173306.000000 Penalty: 6048.118652
	Iteration 8F: 3 clusters Score -2.317331e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160121 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -23176828.000000 Penalty: 6048.118652
	Iteration 9Q: 3 clusters Score -2.317683e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164564 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -23178988.000000 Penalty: 6048.118652
	Iteration 10Q: 3 clusters Score -2.317899e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168888 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -23180176.000000 Penalty: 6048.118652
	Iteration 11Q: 3 clusters Score -2.318018e+07 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173075 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -23181300.000000 Penalty: 6048.118652
	Iteration 12Q: 3 clusters Score -2.31813e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176995 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -23182184.000000 Penalty: 6048.118652
	Iteration 13Q: 3 clusters Score -2.318218e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180429 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -23182668.000000 Penalty: 6048.118652
	Iteration 14Q: 3 clusters Score -2.318267e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183333 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -23183090.000000 Penalty: 6048.118652
	Iteration 15Q: 3 clusters Score -2.318309e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185728 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -23183156.000000 Penalty: 6048.118652
	Iteration 16Q: 3 clusters Score -2.318316e+07 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187698 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -23183212.000000 Penalty: 6048.118652
	Iteration 17Q: 3 clusters Score -2.318321e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189293 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -23183482.000000 Penalty: 6048.118652
	Iteration 18Q: 3 clusters Score -2.318348e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190616 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -23183430.000000 Penalty: 6048.118652
	Iteration 19Q: 3 clusters Score -2.318343e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191604 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -23183254.000000 Penalty: 6048.118652
	Iteration 20F: 3 clusters Score -2.318325e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192438 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -23183164.000000 Penalty: 6048.118652
	Iteration 21Q: 3 clusters Score -2.318316e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193112 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -23183016.000000 Penalty: 6048.118652
	Iteration 22Q: 3 clusters Score -2.318302e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193628 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -23183026.000000 Penalty: 6048.118652
	Iteration 23Q: 3 clusters Score -2.318303e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194035 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -23182886.000000 Penalty: 6048.118652
	Iteration 24Q: 3 clusters Score -2.318289e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194362 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -23182760.000000 Penalty: 6048.118652
	Iteration 25Q: 3 clusters Score -2.318276e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194640 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -23182712.000000 Penalty: 6048.118652
	Iteration 26Q: 3 clusters Score -2.318271e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194854 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -23182754.000000 Penalty: 6048.118652
	Iteration 27Q: 3 clusters Score -2.318275e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195021 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -23182752.000000 Penalty: 6048.118652
	Iteration 28Q: 3 clusters Score -2.318275e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195144 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -23182666.000000 Penalty: 6048.118652
	Iteration 29Q: 3 clusters Score -2.318267e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195230 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -23182654.000000 Penalty: 6048.118652
	Iteration 30Q: 3 clusters Score -2.318265e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195309 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -23182650.000000 Penalty: 6048.118652
	Iteration 31Q: 3 clusters Score -2.318265e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195367 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -23182610.000000 Penalty: 6048.118652
	Iteration 32Q: 3 clusters Score -2.318261e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195419 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -23182586.000000 Penalty: 6048.118652
	Iteration 33Q: 3 clusters Score -2.318259e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195473 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -23182576.000000 Penalty: 6048.118652
	Iteration 34Q: 3 clusters Score -2.318258e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195517 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -23182548.000000 Penalty: 6048.118652
	Iteration 35Q: 3 clusters Score -2.318255e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195546 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -23182536.000000 Penalty: 6048.118652
	Iteration 36Q: 3 clusters Score -2.318254e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195568 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -23182546.000000 Penalty: 6048.118652
	Iteration 37Q: 3 clusters Score -2.318255e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195590 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -23182550.000000 Penalty: 6048.118652
	Iteration 38Q: 3 clusters Score -2.318255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195609 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -23182510.000000 Penalty: 6048.118652
	Iteration 39Q: 3 clusters Score -2.318251e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195622 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -23182512.000000 Penalty: 6048.118652
	Iteration 40F: 3 clusters Score -2.318251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195641 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -23182508.000000 Penalty: 6048.118652
	Iteration 41Q: 3 clusters Score -2.318251e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195660 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -23182512.000000 Penalty: 6048.118652
	Iteration 42Q: 3 clusters Score -2.318251e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195683 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -23182514.000000 Penalty: 6048.118652
	Iteration 43Q: 3 clusters Score -2.318251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195698 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -23182508.000000 Penalty: 6048.118652
	Iteration 44Q: 3 clusters Score -2.318251e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195714 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -23182504.000000 Penalty: 6048.118652
	Iteration 45Q: 3 clusters Score -2.31825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195728 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -23182496.000000 Penalty: 6048.118652
	Iteration 46Q: 3 clusters Score -2.31825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195739 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -23182498.000000 Penalty: 6048.118652
	Iteration 47Q: 3 clusters Score -2.31825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195749 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23182500.000000 Penalty: 6048.118652
	Iteration 48Q: 3 clusters Score -2.31825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195761 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -23182482.000000 Penalty: 6048.118652
	Iteration 49Q: 3 clusters Score -2.318248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195774 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -23182478.000000 Penalty: 6048.118652
	Iteration 50Q: 3 clusters Score -2.318248e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195786 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -23182464.000000 Penalty: 6048.118652
	Iteration 51Q: 3 clusters Score -2.318246e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195797 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -23182440.000000 Penalty: 6048.118652
	Iteration 52Q: 3 clusters Score -2.318244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195806 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -23182436.000000 Penalty: 6048.118652
	Iteration 53Q: 3 clusters Score -2.318244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195815 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -23182452.000000 Penalty: 6048.118652
	Iteration 54Q: 3 clusters Score -2.318245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195820 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -23182428.000000 Penalty: 6048.118652
	Iteration 55Q: 3 clusters Score -2.318243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195827 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -23182450.000000 Penalty: 6048.118652
	Iteration 56Q: 3 clusters Score -2.318245e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195835 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -23182452.000000 Penalty: 6048.118652
	Iteration 57Q: 3 clusters Score -2.318245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195840 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -23182444.000000 Penalty: 6048.118652
	Iteration 58Q: 3 clusters Score -2.318244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195844 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -23182442.000000 Penalty: 6048.118652
	Iteration 59Q: 3 clusters Score -2.318244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195845 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23182440.000000 Penalty: 6048.118652
	Iteration 60F: 3 clusters Score -2.318244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Entering Unmasked Estep 
Score: -45462.601562 Penalty: 1514.541626
	Iteration 0F: 2 clusters Score -45462.6 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 234 members 
Entering Unmasked Estep 
Score: -44010.636719 Penalty: 3029.083252
	Iteration 0F: 3 clusters Score -44010.64 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -44176.593750 Penalty: 3029.083252
	Iteration 1F: 3 clusters Score -44176.59 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -44235.093750 Penalty: 3029.083252
	Iteration 2Q: 3 clusters Score -44235.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -44262.808594 Penalty: 3029.083252
	Iteration 3Q: 3 clusters Score -44262.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -44273.859375 Penalty: 3029.083252
	Iteration 4Q: 3 clusters Score -44273.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44281.253906 Penalty: 3029.083252
	Iteration 5Q: 3 clusters Score -44281.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44284.824219 Penalty: 3029.083252
	Iteration 6Q: 3 clusters Score -44284.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44286.957031 Penalty: 3029.083252
	Iteration 7Q: 3 clusters Score -44286.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -44286.957031 Penalty: 3029.083252
	Iteration 8F: 3 clusters Score -44286.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -224238.093750 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -224238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -221525.140625 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -221525.1 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -222089.062500 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -222089.1 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -222266.750000 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -222266.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -222364.515625 Penalty: 3795.662842
	Iteration 3F: 3 clusters Score -222364.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -222432.015625 Penalty: 3795.662842
	Iteration 4Q: 3 clusters Score -222432 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -222506.656250 Penalty: 3795.662842
	Iteration 5Q: 3 clusters Score -222506.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -222581.546875 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -222581.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -222643.703125 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -222643.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -222706.250000 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -222706.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -222801.359375 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -222801.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -222938.000000 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -222938 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -223073.500000 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -223073.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -223257.171875 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -223257.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -223421.468750 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -223421.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -223517.328125 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -223517.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -223578.921875 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -223578.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -223638.093750 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -223638.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -223702.046875 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -223702 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -223766.546875 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -223766.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -223830.703125 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -223830.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -223889.203125 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -223889.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -223997.062500 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -223997.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -224235.234375 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -224235.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -224397.484375 Penalty: 3795.662842
	Iteration 23Q: 3 clusters Score -224397.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -224469.812500 Penalty: 3795.662842
	Iteration 24Q: 3 clusters Score -224469.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -224533.640625 Penalty: 3795.662842
	Iteration 25Q: 3 clusters Score -224533.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -224591.312500 Penalty: 3795.662842
	Iteration 26Q: 3 clusters Score -224591.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -224629.500000 Penalty: 3795.662842
	Iteration 27Q: 3 clusters Score -224629.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -224647.625000 Penalty: 3795.662842
	Iteration 28Q: 3 clusters Score -224647.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -224660.937500 Penalty: 3795.662842
	Iteration 29Q: 3 clusters Score -224660.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -224673.421875 Penalty: 3795.662842
	Iteration 30Q: 3 clusters Score -224673.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -224683.093750 Penalty: 3795.662842
	Iteration 31Q: 3 clusters Score -224683.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -224697.515625 Penalty: 3795.662842
	Iteration 32Q: 3 clusters Score -224697.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -224720.171875 Penalty: 3795.662842
	Iteration 33Q: 3 clusters Score -224720.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -224750.468750 Penalty: 3795.662842
	Iteration 34Q: 3 clusters Score -224750.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -224777.156250 Penalty: 3795.662842
	Iteration 35Q: 3 clusters Score -224777.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -224796.312500 Penalty: 3795.662842
	Iteration 36Q: 3 clusters Score -224796.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -224808.500000 Penalty: 3795.662842
	Iteration 37Q: 3 clusters Score -224808.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -224813.562500 Penalty: 3795.662842
	Iteration 38Q: 3 clusters Score -224813.6 nChanged 4
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: -224817.046875 Penalty: 3795.662842
	Iteration 39Q: 3 clusters Score -224817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -224823.687500 Penalty: 3795.662842
	Iteration 40F: 3 clusters Score -224823.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -224829.265625 Penalty: 3795.662842
	Iteration 41Q: 3 clusters Score -224829.3 nChanged 4
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: -224833.046875 Penalty: 3795.662842
	Iteration 42Q: 3 clusters Score -224833 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -224837.343750 Penalty: 3795.662842
	Iteration 43Q: 3 clusters Score -224837.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -224838.640625 Penalty: 3795.662842
	Iteration 44Q: 3 clusters Score -224838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -224838.640625 Penalty: 3795.662842
	Iteration 45F: 3 clusters Score -224838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26106 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57233 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239046 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39648 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15376 members 
Mstep: Class 16 contains 37853 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 78870 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317473 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19257 members 
Mstep: Class 26 contains 197558 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 915 members 
Mstep: Class 29 contains 1191 members 
Entering Unmasked Estep 
Score: -161426176.000000 Penalty: 101876.304688
Splitting cluster 28 changes total score from -161427296.000000 to -161426176.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26106 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57233 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239046 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39648 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15376 members 
Mstep: Class 16 contains 37853 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 78870 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317473 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19257 members 
Mstep: Class 26 contains 197558 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427344.000000 Penalty: 98363.328125
Iteration 239Q: 29 clusters Score -1.614273e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26119 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57237 members 
Mstep: Class 8 contains 2404 members 
Mstep: Class 9 contains 239045 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39646 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208530 members 
Mstep: Class 15 contains 15375 members 
Mstep: Class 16 contains 37855 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 78873 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 317486 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19259 members 
Mstep: Class 26 contains 197530 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427184.000000 Penalty: 98363.328125
Iteration 240F: 29 clusters Score -1.614272e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26128 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57241 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 239033 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39645 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208526 members 
Mstep: Class 15 contains 15372 members 
Mstep: Class 16 contains 37854 members 
Mstep: Class 17 contains 24817 members 
Mstep: Class 18 contains 78874 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317502 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19260 members 
Mstep: Class 26 contains 197515 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427232.000000 Penalty: 98363.328125
Iteration 241Q: 29 clusters Score -1.614272e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26132 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57244 members 
Mstep: Class 8 contains 2406 members 
Mstep: Class 9 contains 239025 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39643 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208523 members 
Mstep: Class 15 contains 15371 members 
Mstep: Class 16 contains 37855 members 
Mstep: Class 17 contains 24816 members 
Mstep: Class 18 contains 78874 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317525 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19261 members 
Mstep: Class 26 contains 197498 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427248.000000 Penalty: 98363.328125
Iteration 242Q: 29 clusters Score -1.614272e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26138 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57248 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 239019 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39643 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208514 members 
Mstep: Class 15 contains 15370 members 
Mstep: Class 16 contains 37857 members 
Mstep: Class 17 contains 24815 members 
Mstep: Class 18 contains 78876 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317544 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19263 members 
Mstep: Class 26 contains 197482 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427072.000000 Penalty: 98363.328125
Iteration 243Q: 29 clusters Score -1.614271e+08 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26145 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57252 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 239017 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 39641 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208510 members 
Mstep: Class 15 contains 15367 members 
Mstep: Class 16 contains 37858 members 
Mstep: Class 17 contains 24812 members 
Mstep: Class 18 contains 78879 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317560 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19266 members 
Mstep: Class 26 contains 197460 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 244Q: 29 clusters Score -1.61427e+08 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26153 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57254 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 239017 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208502 members 
Mstep: Class 15 contains 15366 members 
Mstep: Class 16 contains 37864 members 
Mstep: Class 17 contains 24812 members 
Mstep: Class 18 contains 78891 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317567 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19267 members 
Mstep: Class 26 contains 197434 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427264.000000 Penalty: 98363.328125
Iteration 245Q: 29 clusters Score -1.614273e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26163 members 
Mstep: Class 4 contains 11787 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2405 members 
Mstep: Class 9 contains 239009 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 39642 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208499 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 16 contains 37870 members 
Mstep: Class 17 contains 24810 members 
Mstep: Class 18 contains 78898 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317557 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19269 members 
Mstep: Class 26 contains 197427 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427280.000000 Penalty: 98363.328125
Iteration 246Q: 29 clusters Score -1.614273e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26171 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2406 members 
Mstep: Class 9 contains 239013 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 39643 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208499 members 
Mstep: Class 15 contains 15365 members 
Mstep: Class 16 contains 37878 members 
Mstep: Class 17 contains 24810 members 
Mstep: Class 18 contains 78905 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 317550 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19271 members 
Mstep: Class 26 contains 197404 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427344.000000 Penalty: 98363.328125
Iteration 247Q: 29 clusters Score -1.614273e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26177 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2407 members 
Mstep: Class 9 contains 239016 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 39642 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208503 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 37885 members 
Mstep: Class 17 contains 24809 members 
Mstep: Class 18 contains 78907 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317537 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19274 members 
Mstep: Class 26 contains 197393 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427408.000000 Penalty: 98363.328125
Iteration 248Q: 29 clusters Score -1.614274e+08 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26184 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57264 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 239010 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208516 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 37887 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 78920 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317542 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19275 members 
Mstep: Class 26 contains 197356 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427312.000000 Penalty: 98363.328125
Iteration 249Q: 29 clusters Score -1.614273e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26191 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57269 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 239008 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208511 members 
Mstep: Class 15 contains 15362 members 
Mstep: Class 16 contains 37889 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 78926 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317540 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19276 members 
Mstep: Class 26 contains 197346 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427120.000000 Penalty: 98363.328125
Iteration 250Q: 29 clusters Score -1.614271e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26190 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57269 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 238997 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208517 members 
Mstep: Class 15 contains 15364 members 
Mstep: Class 16 contains 37891 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78932 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317533 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19277 members 
Mstep: Class 26 contains 197348 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427216.000000 Penalty: 98363.328125
Iteration 251Q: 29 clusters Score -1.614272e+08 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26189 members 
Mstep: Class 4 contains 11780 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57270 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 238996 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208527 members 
Mstep: Class 15 contains 15363 members 
Mstep: Class 16 contains 37895 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78933 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317542 members 
Mstep: Class 21 contains 9900 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19277 members 
Mstep: Class 26 contains 197328 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427184.000000 Penalty: 98363.328125
Iteration 252Q: 29 clusters Score -1.614272e+08 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26193 members 
Mstep: Class 4 contains 11778 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57272 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 238997 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39641 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15361 members 
Mstep: Class 16 contains 37908 members 
Mstep: Class 17 contains 24808 members 
Mstep: Class 18 contains 78932 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317536 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19275 members 
Mstep: Class 26 contains 197312 members 
Mstep: Class 27 contains 449 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427104.000000 Penalty: 98363.328125
Iteration 253Q: 29 clusters Score -1.614271e+08 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 26198 members 
Mstep: Class 4 contains 11775 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57275 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 239003 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39641 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208537 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 37912 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78936 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317538 members 
Mstep: Class 21 contains 9901 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19275 members 
Mstep: Class 26 contains 197288 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427120.000000 Penalty: 98363.328125
Iteration 254Q: 29 clusters Score -1.614271e+08 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26199 members 
Mstep: Class 4 contains 11773 members 
Mstep: Class 5 contains 3724 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57280 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 238993 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39641 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208542 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 37912 members 
Mstep: Class 17 contains 24807 members 
Mstep: Class 18 contains 78941 members 
Mstep: Class 19 contains 11954 members 
Mstep: Class 20 contains 317534 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21531 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19277 members 
Mstep: Class 26 contains 197285 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427168.000000 Penalty: 98363.328125
Iteration 255Q: 29 clusters Score -1.614272e+08 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26201 members 
Mstep: Class 4 contains 11776 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57282 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 238986 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39642 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208546 members 
Mstep: Class 15 contains 15360 members 
Mstep: Class 16 contains 37915 members 
Mstep: Class 17 contains 24805 members 
Mstep: Class 18 contains 78947 members 
Mstep: Class 19 contains 11954 members 
Mstep: Class 20 contains 317529 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21532 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19276 members 
Mstep: Class 26 contains 197280 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427152.000000 Penalty: 98363.328125
Iteration 256Q: 29 clusters Score -1.614272e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26205 members 
Mstep: Class 4 contains 11778 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57282 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 238992 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39641 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208542 members 
Mstep: Class 15 contains 15359 members 
Mstep: Class 16 contains 37915 members 
Mstep: Class 17 contains 24799 members 
Mstep: Class 18 contains 78948 members 
Mstep: Class 19 contains 11954 members 
Mstep: Class 20 contains 317529 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21533 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19275 members 
Mstep: Class 26 contains 197280 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427088.000000 Penalty: 98363.328125
Iteration 257Q: 29 clusters Score -1.614271e+08 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26210 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57283 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 238988 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208548 members 
Mstep: Class 15 contains 15359 members 
Mstep: Class 16 contains 37916 members 
Mstep: Class 17 contains 24798 members 
Mstep: Class 18 contains 78952 members 
Mstep: Class 19 contains 11954 members 
Mstep: Class 20 contains 317533 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21534 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19276 members 
Mstep: Class 26 contains 197265 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427120.000000 Penalty: 98363.328125
Iteration 258Q: 29 clusters Score -1.614271e+08 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26212 members 
Mstep: Class 4 contains 11780 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57284 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 238990 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 39643 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208559 members 
Mstep: Class 15 contains 15359 members 
Mstep: Class 16 contains 37919 members 
Mstep: Class 17 contains 24797 members 
Mstep: Class 18 contains 78953 members 
Mstep: Class 19 contains 11954 members 
Mstep: Class 20 contains 317539 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21535 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19276 members 
Mstep: Class 26 contains 197236 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427088.000000 Penalty: 98363.328125
Iteration 259Q: 29 clusters Score -1.614271e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26218 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57281 members 
Mstep: Class 8 contains 2408 members 
Mstep: Class 9 contains 238981 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39643 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208564 members 
Mstep: Class 15 contains 15359 members 
Mstep: Class 16 contains 37920 members 
Mstep: Class 17 contains 24797 members 
Mstep: Class 18 contains 78952 members 
Mstep: Class 19 contains 11954 members 
Mstep: Class 20 contains 317553 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19275 members 
Mstep: Class 26 contains 197221 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427216.000000 Penalty: 98363.328125
Iteration 260F: 29 clusters Score -1.614272e+08 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26221 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57277 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 238985 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39643 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208559 members 
Mstep: Class 15 contains 15357 members 
Mstep: Class 16 contains 37922 members 
Mstep: Class 17 contains 24796 members 
Mstep: Class 18 contains 78955 members 
Mstep: Class 19 contains 11954 members 
Mstep: Class 20 contains 317565 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19277 members 
Mstep: Class 26 contains 197206 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427216.000000 Penalty: 98363.328125
Iteration 261Q: 29 clusters Score -1.614272e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 26227 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57270 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 238981 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39642 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208557 members 
Mstep: Class 15 contains 15356 members 
Mstep: Class 16 contains 37926 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 78960 members 
Mstep: Class 19 contains 11954 members 
Mstep: Class 20 contains 317584 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19279 members 
Mstep: Class 26 contains 197188 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427216.000000 Penalty: 98363.328125
Iteration 262Q: 29 clusters Score -1.614272e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26231 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57267 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 238969 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39643 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15355 members 
Mstep: Class 16 contains 37930 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 78963 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317597 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 197174 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427136.000000 Penalty: 98363.328125
Iteration 263Q: 29 clusters Score -1.614271e+08 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26235 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57264 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 238965 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 39646 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208574 members 
Mstep: Class 15 contains 15355 members 
Mstep: Class 16 contains 37934 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 78968 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317599 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 197150 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 264Q: 29 clusters Score -1.61427e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26240 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3725 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 238962 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18466 members 
Mstep: Class 12 contains 39650 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208588 members 
Mstep: Class 15 contains 15354 members 
Mstep: Class 16 contains 37936 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 78973 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317603 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19282 members 
Mstep: Class 26 contains 197121 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427104.000000 Penalty: 98363.328125
Iteration 265Q: 29 clusters Score -1.614271e+08 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26245 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 238944 members 
Mstep: Class 10 contains 24624 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 39649 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208605 members 
Mstep: Class 15 contains 15354 members 
Mstep: Class 16 contains 37938 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 78979 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317609 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19281 members 
Mstep: Class 26 contains 197106 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 266Q: 29 clusters Score -1.61427e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 26252 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57259 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238927 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 39648 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208625 members 
Mstep: Class 15 contains 15355 members 
Mstep: Class 16 contains 37941 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 78982 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317616 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19281 members 
Mstep: Class 26 contains 197079 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 267Q: 29 clusters Score -1.614269e+08 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 26257 members 
Mstep: Class 4 contains 11785 members 
Mstep: Class 5 contains 3726 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57260 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238915 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 39647 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208633 members 
Mstep: Class 15 contains 15355 members 
Mstep: Class 16 contains 37943 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 78991 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317613 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19282 members 
Mstep: Class 26 contains 197067 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426880.000000 Penalty: 98363.328125
Iteration 268Q: 29 clusters Score -1.614269e+08 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 26262 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3727 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57260 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238907 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 39646 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208634 members 
Mstep: Class 15 contains 15354 members 
Mstep: Class 16 contains 37944 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 79000 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 317620 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19280 members 
Mstep: Class 26 contains 197053 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426928.000000 Penalty: 98363.328125
Iteration 269Q: 29 clusters Score -1.614269e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 26268 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6904 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238901 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 39645 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208640 members 
Mstep: Class 15 contains 15352 members 
Mstep: Class 16 contains 37947 members 
Mstep: Class 17 contains 24795 members 
Mstep: Class 18 contains 79002 members 
Mstep: Class 19 contains 11954 members 
Mstep: Class 20 contains 317619 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19282 members 
Mstep: Class 26 contains 197044 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426816.000000 Penalty: 98363.328125
Iteration 270Q: 29 clusters Score -1.614268e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 26273 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6903 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238886 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 39645 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208652 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37948 members 
Mstep: Class 17 contains 24795 members 
Mstep: Class 18 contains 78998 members 
Mstep: Class 19 contains 11955 members 
Mstep: Class 20 contains 317627 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19288 members 
Mstep: Class 26 contains 197038 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426896.000000 Penalty: 98363.328125
Iteration 271Q: 29 clusters Score -1.614269e+08 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14033 members 
Mstep: Class 3 contains 26278 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57254 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238873 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 39643 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208661 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37950 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 78997 members 
Mstep: Class 19 contains 11955 members 
Mstep: Class 20 contains 317641 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19290 members 
Mstep: Class 26 contains 197027 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 272Q: 29 clusters Score -1.61427e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26282 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 57253 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238851 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 39645 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208675 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37953 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 78997 members 
Mstep: Class 19 contains 11956 members 
Mstep: Class 20 contains 317651 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19288 members 
Mstep: Class 26 contains 197015 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427008.000000 Penalty: 98363.328125
Iteration 273Q: 29 clusters Score -1.61427e+08 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26283 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 57254 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238841 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18470 members 
Mstep: Class 12 contains 39645 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208676 members 
Mstep: Class 15 contains 15348 members 
Mstep: Class 16 contains 37956 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 78997 members 
Mstep: Class 19 contains 11956 members 
Mstep: Class 20 contains 317663 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19290 members 
Mstep: Class 26 contains 197004 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 274Q: 29 clusters Score -1.61427e+08 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26287 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 57254 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238842 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18469 members 
Mstep: Class 12 contains 39646 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208682 members 
Mstep: Class 15 contains 15348 members 
Mstep: Class 16 contains 37957 members 
Mstep: Class 17 contains 24792 members 
Mstep: Class 18 contains 78996 members 
Mstep: Class 19 contains 11956 members 
Mstep: Class 20 contains 317661 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19290 members 
Mstep: Class 26 contains 196996 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426832.000000 Penalty: 98363.328125
Iteration 275Q: 29 clusters Score -1.614268e+08 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14034 members 
Mstep: Class 3 contains 26290 members 
Mstep: Class 4 contains 11781 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57253 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238846 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18467 members 
Mstep: Class 12 contains 39648 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208679 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37957 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 78993 members 
Mstep: Class 19 contains 11956 members 
Mstep: Class 20 contains 317664 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19291 members 
Mstep: Class 26 contains 196996 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426896.000000 Penalty: 98363.328125
Iteration 276Q: 29 clusters Score -1.614269e+08 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 26293 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57252 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238852 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39646 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208670 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37956 members 
Mstep: Class 17 contains 24792 members 
Mstep: Class 18 contains 78993 members 
Mstep: Class 19 contains 11957 members 
Mstep: Class 20 contains 317662 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21537 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19293 members 
Mstep: Class 26 contains 197001 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426832.000000 Penalty: 98363.328125
Iteration 277Q: 29 clusters Score -1.614268e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14035 members 
Mstep: Class 3 contains 26296 members 
Mstep: Class 4 contains 11779 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57252 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238849 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39649 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208661 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37957 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 78997 members 
Mstep: Class 19 contains 11957 members 
Mstep: Class 20 contains 317655 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19297 members 
Mstep: Class 26 contains 197005 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 278Q: 29 clusters Score -1.61427e+08 nChanged 90
Entering ConstructFrom: 
Score: -161426960.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (17068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Entering Unmasked Estep 
Score: -1924990.250000 Penalty: 2416.750244
	Iteration 0F: 2 clusters Score -1924990 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -1912722.500000 Penalty: 4833.500488
	Iteration 0F: 3 clusters Score -1912722 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -1916770.875000 Penalty: 4833.500488
	Iteration 1F: 3 clusters Score -1916771 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9310 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1917176.125000 Penalty: 4833.500488
	Iteration 2F: 3 clusters Score -1917176 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1917590.875000 Penalty: 4833.500488
	Iteration 3F: 3 clusters Score -1917591 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1918150.500000 Penalty: 4833.500488
	Iteration 4F: 3 clusters Score -1918150 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1918830.250000 Penalty: 4833.500488
	Iteration 5F: 3 clusters Score -1918830 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1919512.000000 Penalty: 4833.500488
	Iteration 6F: 3 clusters Score -1919512 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1920164.250000 Penalty: 4833.500488
	Iteration 7F: 3 clusters Score -1920164 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1920717.125000 Penalty: 4833.500488
	Iteration 8F: 3 clusters Score -1920717 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1921153.875000 Penalty: 4833.500488
	Iteration 9Q: 3 clusters Score -1921154 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1921545.875000 Penalty: 4833.500488
	Iteration 10Q: 3 clusters Score -1921546 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1921879.625000 Penalty: 4833.500488
	Iteration 11Q: 3 clusters Score -1921880 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1922168.375000 Penalty: 4833.500488
	Iteration 12Q: 3 clusters Score -1922168 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1922448.875000 Penalty: 4833.500488
	Iteration 13Q: 3 clusters Score -1922449 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1922676.000000 Penalty: 4833.500488
	Iteration 14Q: 3 clusters Score -1922676 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1922880.250000 Penalty: 4833.500488
	Iteration 15Q: 3 clusters Score -1922880 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1923030.125000 Penalty: 4833.500488
	Iteration 16Q: 3 clusters Score -1923030 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1923108.625000 Penalty: 4833.500488
	Iteration 17Q: 3 clusters Score -1923109 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1923176.125000 Penalty: 4833.500488
	Iteration 18Q: 3 clusters Score -1923176 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1923202.750000 Penalty: 4833.500488
	Iteration 19Q: 3 clusters Score -1923203 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1923228.875000 Penalty: 4833.500488
	Iteration 20F: 3 clusters Score -1923229 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1923252.750000 Penalty: 4833.500488
	Iteration 21Q: 3 clusters Score -1923253 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1923261.500000 Penalty: 4833.500488
	Iteration 22Q: 3 clusters Score -1923262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1923270.375000 Penalty: 4833.500488
	Iteration 23Q: 3 clusters Score -1923270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1923271.000000 Penalty: 4833.500488
	Iteration 24Q: 3 clusters Score -1923271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1923278.250000 Penalty: 4833.500488
	Iteration 25Q: 3 clusters Score -1923278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1923281.250000 Penalty: 4833.500488
	Iteration 26Q: 3 clusters Score -1923281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1923282.125000 Penalty: 4833.500488
	Iteration 27Q: 3 clusters Score -1923282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1923285.875000 Penalty: 4833.500488
	Iteration 28Q: 3 clusters Score -1923286 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1923287.250000 Penalty: 4833.500488
	Iteration 29Q: 3 clusters Score -1923287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1923286.875000 Penalty: 4833.500488
	Iteration 30Q: 3 clusters Score -1923287 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1923287.250000 Penalty: 4833.500488
	Iteration 31Q: 3 clusters Score -1923287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14900 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1923285.750000 Penalty: 4833.500488
	Iteration 32Q: 3 clusters Score -1923286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1923290.125000 Penalty: 4833.500488
	Iteration 33Q: 3 clusters Score -1923290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1923292.125000 Penalty: 4833.500488
	Iteration 34Q: 3 clusters Score -1923292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1923290.250000 Penalty: 4833.500488
	Iteration 35Q: 3 clusters Score -1923290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14903 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1923294.250000 Penalty: 4833.500488
	Iteration 36Q: 3 clusters Score -1923294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -1923295.500000 Penalty: 4833.500488
	Iteration 37Q: 3 clusters Score -1923296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1923298.750000 Penalty: 4833.500488
	Iteration 38Q: 3 clusters Score -1923299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1923299.375000 Penalty: 4833.500488
	Iteration 39Q: 3 clusters Score -1923299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1923300.125000 Penalty: 4833.500488
	Iteration 40F: 3 clusters Score -1923300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1923304.625000 Penalty: 4833.500488
	Iteration 41Q: 3 clusters Score -1923305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1923302.375000 Penalty: 4833.500488
	Iteration 42Q: 3 clusters Score -1923302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1923301.625000 Penalty: 4833.500488
	Iteration 43Q: 3 clusters Score -1923302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1923302.125000 Penalty: 4833.500488
	Iteration 44Q: 3 clusters Score -1923302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1923302.250000 Penalty: 4833.500488
	Iteration 45Q: 3 clusters Score -1923302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1923302.250000 Penalty: 4833.500488
	Iteration 46F: 3 clusters Score -1923302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Entering Unmasked Estep 
Score: -1568516.875000 Penalty: 2368.264160
	Iteration 0F: 2 clusters Score -1568517 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1558333.125000 Penalty: 4736.528320
	Iteration 0F: 3 clusters Score -1558333 nChanged 5993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1561652.750000 Penalty: 4736.528320
	Iteration 1F: 3 clusters Score -1561653 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -1562151.000000 Penalty: 4736.528320
	Iteration 2F: 3 clusters Score -1562151 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1562678.875000 Penalty: 4736.528320
	Iteration 3F: 3 clusters Score -1562679 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -1563275.875000 Penalty: 4736.528320
	Iteration 4F: 3 clusters Score -1563276 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1563993.875000 Penalty: 4736.528320
	Iteration 5F: 3 clusters Score -1563994 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1564756.250000 Penalty: 4736.528320
	Iteration 6F: 3 clusters Score -1564756 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1565359.125000 Penalty: 4736.528320
	Iteration 7F: 3 clusters Score -1565359 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1565774.000000 Penalty: 4736.528320
	Iteration 8Q: 3 clusters Score -1565774 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1566046.500000 Penalty: 4736.528320
	Iteration 9Q: 3 clusters Score -1566046 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -1566254.875000 Penalty: 4736.528320
	Iteration 10Q: 3 clusters Score -1566255 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1566439.000000 Penalty: 4736.528320
	Iteration 11Q: 3 clusters Score -1566439 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11813 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1566599.000000 Penalty: 4736.528320
	Iteration 12Q: 3 clusters Score -1566599 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1566729.375000 Penalty: 4736.528320
	Iteration 13Q: 3 clusters Score -1566729 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12087 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1566821.375000 Penalty: 4736.528320
	Iteration 14Q: 3 clusters Score -1566821 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1566864.875000 Penalty: 4736.528320
	Iteration 15Q: 3 clusters Score -1566865 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1566892.250000 Penalty: 4736.528320
	Iteration 16Q: 3 clusters Score -1566892 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1566923.625000 Penalty: 4736.528320
	Iteration 17Q: 3 clusters Score -1566924 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1566949.125000 Penalty: 4736.528320
	Iteration 18Q: 3 clusters Score -1566949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1566970.125000 Penalty: 4736.528320
	Iteration 19Q: 3 clusters Score -1566970 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12396 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1566991.500000 Penalty: 4736.528320
	Iteration 20F: 3 clusters Score -1566992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1566995.250000 Penalty: 4736.528320
	Iteration 21Q: 3 clusters Score -1566995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1566998.375000 Penalty: 4736.528320
	Iteration 22Q: 3 clusters Score -1566998 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1567012.250000 Penalty: 4736.528320
	Iteration 23Q: 3 clusters Score -1567012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12462 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1567014.750000 Penalty: 4736.528320
	Iteration 24Q: 3 clusters Score -1567015 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -1567020.375000 Penalty: 4736.528320
	Iteration 25Q: 3 clusters Score -1567020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1567024.875000 Penalty: 4736.528320
	Iteration 26Q: 3 clusters Score -1567025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12513 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1567031.000000 Penalty: 4736.528320
	Iteration 27Q: 3 clusters Score -1567031 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1567034.000000 Penalty: 4736.528320
	Iteration 28Q: 3 clusters Score -1567034 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1567040.500000 Penalty: 4736.528320
	Iteration 29Q: 3 clusters Score -1567040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1567042.375000 Penalty: 4736.528320
	Iteration 30Q: 3 clusters Score -1567042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1567044.625000 Penalty: 4736.528320
	Iteration 31Q: 3 clusters Score -1567045 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12571 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1567050.750000 Penalty: 4736.528320
	Iteration 32Q: 3 clusters Score -1567051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1567049.875000 Penalty: 4736.528320
	Iteration 33Q: 3 clusters Score -1567050 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1567059.750000 Penalty: 4736.528320
	Iteration 34Q: 3 clusters Score -1567060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12597 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1567066.375000 Penalty: 4736.528320
	Iteration 35Q: 3 clusters Score -1567066 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1567075.125000 Penalty: 4736.528320
	Iteration 36Q: 3 clusters Score -1567075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1567075.875000 Penalty: 4736.528320
	Iteration 37Q: 3 clusters Score -1567076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12629 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1567083.500000 Penalty: 4736.528320
	Iteration 38Q: 3 clusters Score -1567084 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12645 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1567094.250000 Penalty: 4736.528320
	Iteration 39Q: 3 clusters Score -1567094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12659 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1567102.500000 Penalty: 4736.528320
	Iteration 40F: 3 clusters Score -1567102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1567107.625000 Penalty: 4736.528320
	Iteration 41Q: 3 clusters Score -1567108 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1567116.250000 Penalty: 4736.528320
	Iteration 42Q: 3 clusters Score -1567116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1567119.875000 Penalty: 4736.528320
	Iteration 43Q: 3 clusters Score -1567120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12702 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -1567123.625000 Penalty: 4736.528320
	Iteration 44Q: 3 clusters Score -1567124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12710 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1567126.750000 Penalty: 4736.528320
	Iteration 45Q: 3 clusters Score -1567127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1567131.875000 Penalty: 4736.528320
	Iteration 46Q: 3 clusters Score -1567132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1567137.125000 Penalty: 4736.528320
	Iteration 47Q: 3 clusters Score -1567137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1567137.000000 Penalty: 4736.528320
	Iteration 48Q: 3 clusters Score -1567137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1567136.625000 Penalty: 4736.528320
	Iteration 49Q: 3 clusters Score -1567137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12727 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1567135.250000 Penalty: 4736.528320
	Iteration 50Q: 3 clusters Score -1567135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1567135.500000 Penalty: 4736.528320
	Iteration 51Q: 3 clusters Score -1567136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1567135.500000 Penalty: 4736.528320
	Iteration 52F: 3 clusters Score -1567136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Entering Unmasked Estep 
Score: -3144576.750000 Penalty: 2523.967041
	Iteration 0F: 2 clusters Score -3144577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -3126374.000000 Penalty: 5047.934082
	Iteration 0F: 3 clusters Score -3126374 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -3132661.000000 Penalty: 5047.934082
	Iteration 1F: 3 clusters Score -3132661 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13120 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -3133076.750000 Penalty: 5047.934082
	Iteration 2Q: 3 clusters Score -3133077 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -3133374.250000 Penalty: 5047.934082
	Iteration 3Q: 3 clusters Score -3133374 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -3133620.500000 Penalty: 5047.934082
	Iteration 4Q: 3 clusters Score -3133620 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -3133864.250000 Penalty: 5047.934082
	Iteration 5Q: 3 clusters Score -3133864 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
Score: -3134141.000000 Penalty: 5047.934082
	Iteration 6Q: 3 clusters Score -3134141 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3134426.750000 Penalty: 5047.934082
	Iteration 7Q: 3 clusters Score -3134427 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3134782.250000 Penalty: 5047.934082
	Iteration 8Q: 3 clusters Score -3134782 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -3135204.750000 Penalty: 5047.934082
	Iteration 9Q: 3 clusters Score -3135205 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -3135748.500000 Penalty: 5047.934082
	Iteration 10Q: 3 clusters Score -3135748 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -3136542.750000 Penalty: 5047.934082
	Iteration 11Q: 3 clusters Score -3136543 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3137519.000000 Penalty: 5047.934082
	Iteration 12F: 3 clusters Score -3137519 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13408 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -3138550.750000 Penalty: 5047.934082
	Iteration 13F: 3 clusters Score -3138551 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3139235.250000 Penalty: 5047.934082
	Iteration 14Q: 3 clusters Score -3139235 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13879 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3139592.250000 Penalty: 5047.934082
	Iteration 15Q: 3 clusters Score -3139592 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3139788.000000 Penalty: 5047.934082
	Iteration 16Q: 3 clusters Score -3139788 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -3139918.000000 Penalty: 5047.934082
	Iteration 17Q: 3 clusters Score -3139918 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 11777 members 
Entering Unmasked Estep 
Score: -3140018.750000 Penalty: 5047.934082
	Iteration 18Q: 3 clusters Score -3140019 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -3140078.500000 Penalty: 5047.934082
	Iteration 19Q: 3 clusters Score -3140078 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -3140161.500000 Penalty: 5047.934082
	Iteration 20F: 3 clusters Score -3140162 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -3140236.250000 Penalty: 5047.934082
	Iteration 21Q: 3 clusters Score -3140236 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -3140305.500000 Penalty: 5047.934082
	Iteration 22Q: 3 clusters Score -3140306 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -3140390.750000 Penalty: 5047.934082
	Iteration 23Q: 3 clusters Score -3140391 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -3140451.000000 Penalty: 5047.934082
	Iteration 24Q: 3 clusters Score -3140451 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -3140507.250000 Penalty: 5047.934082
	Iteration 25Q: 3 clusters Score -3140507 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3140584.000000 Penalty: 5047.934082
	Iteration 26Q: 3 clusters Score -3140584 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16378 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -3140620.250000 Penalty: 5047.934082
	Iteration 27Q: 3 clusters Score -3140620 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -3140677.000000 Penalty: 5047.934082
	Iteration 28Q: 3 clusters Score -3140677 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -3140744.250000 Penalty: 5047.934082
	Iteration 29Q: 3 clusters Score -3140744 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -3140808.500000 Penalty: 5047.934082
	Iteration 30Q: 3 clusters Score -3140808 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3140861.750000 Penalty: 5047.934082
	Iteration 31Q: 3 clusters Score -3140862 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -3140919.250000 Penalty: 5047.934082
	Iteration 32Q: 3 clusters Score -3140919 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -3140987.250000 Penalty: 5047.934082
	Iteration 33Q: 3 clusters Score -3140987 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17983 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -3141051.250000 Penalty: 5047.934082
	Iteration 34Q: 3 clusters Score -3141051 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -3141133.750000 Penalty: 5047.934082
	Iteration 35Q: 3 clusters Score -3141134 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3141218.750000 Penalty: 5047.934082
	Iteration 36Q: 3 clusters Score -3141219 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -3141308.500000 Penalty: 5047.934082
	Iteration 37Q: 3 clusters Score -3141308 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -3141376.500000 Penalty: 5047.934082
	Iteration 38Q: 3 clusters Score -3141376 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -3141469.000000 Penalty: 5047.934082
	Iteration 39Q: 3 clusters Score -3141469 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19568 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -3141522.750000 Penalty: 5047.934082
	Iteration 40F: 3 clusters Score -3141523 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -3141592.250000 Penalty: 5047.934082
	Iteration 41Q: 3 clusters Score -3141592 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -3141655.250000 Penalty: 5047.934082
	Iteration 42Q: 3 clusters Score -3141655 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -3141726.250000 Penalty: 5047.934082
	Iteration 43Q: 3 clusters Score -3141726 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -3141782.750000 Penalty: 5047.934082
	Iteration 44Q: 3 clusters Score -3141783 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -3141836.250000 Penalty: 5047.934082
	Iteration 45Q: 3 clusters Score -3141836 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -3141887.500000 Penalty: 5047.934082
	Iteration 46Q: 3 clusters Score -3141888 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20984 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -3141920.750000 Penalty: 5047.934082
	Iteration 47Q: 3 clusters Score -3141921 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -3141973.500000 Penalty: 5047.934082
	Iteration 48Q: 3 clusters Score -3141974 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -3142018.500000 Penalty: 5047.934082
	Iteration 49Q: 3 clusters Score -3142018 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -3142057.750000 Penalty: 5047.934082
	Iteration 50Q: 3 clusters Score -3142058 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21663 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -3142092.250000 Penalty: 5047.934082
	Iteration 51Q: 3 clusters Score -3142092 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -3142133.000000 Penalty: 5047.934082
	Iteration 52Q: 3 clusters Score -3142133 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -3142184.500000 Penalty: 5047.934082
	Iteration 53Q: 3 clusters Score -3142184 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -3142230.500000 Penalty: 5047.934082
	Iteration 54Q: 3 clusters Score -3142230 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3142265.500000 Penalty: 5047.934082
	Iteration 55Q: 3 clusters Score -3142266 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22430 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -3142317.000000 Penalty: 5047.934082
	Iteration 56Q: 3 clusters Score -3142317 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -3142344.750000 Penalty: 5047.934082
	Iteration 57Q: 3 clusters Score -3142345 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -3142378.000000 Penalty: 5047.934082
	Iteration 58Q: 3 clusters Score -3142378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -3142401.750000 Penalty: 5047.934082
	Iteration 59Q: 3 clusters Score -3142402 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3142414.000000 Penalty: 5047.934082
	Iteration 60F: 3 clusters Score -3142414 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22922 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3142448.750000 Penalty: 5047.934082
	Iteration 61Q: 3 clusters Score -3142449 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -3142463.000000 Penalty: 5047.934082
	Iteration 62Q: 3 clusters Score -3142463 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -3142487.250000 Penalty: 5047.934082
	Iteration 63Q: 3 clusters Score -3142487 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -3142501.000000 Penalty: 5047.934082
	Iteration 64Q: 3 clusters Score -3142501 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -3142519.250000 Penalty: 5047.934082
	Iteration 65Q: 3 clusters Score -3142519 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -3142543.500000 Penalty: 5047.934082
	Iteration 66Q: 3 clusters Score -3142544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -3142568.000000 Penalty: 5047.934082
	Iteration 67Q: 3 clusters Score -3142568 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3142581.250000 Penalty: 5047.934082
	Iteration 68Q: 3 clusters Score -3142581 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23471 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3142608.750000 Penalty: 5047.934082
	Iteration 69Q: 3 clusters Score -3142609 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -3142616.250000 Penalty: 5047.934082
	Iteration 70Q: 3 clusters Score -3142616 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -3142629.250000 Penalty: 5047.934082
	Iteration 71Q: 3 clusters Score -3142629 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -3142639.250000 Penalty: 5047.934082
	Iteration 72Q: 3 clusters Score -3142639 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23635 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -3142645.000000 Penalty: 5047.934082
	Iteration 73Q: 3 clusters Score -3142645 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23667 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3142646.250000 Penalty: 5047.934082
	Iteration 74Q: 3 clusters Score -3142646 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3142651.750000 Penalty: 5047.934082
	Iteration 75Q: 3 clusters Score -3142652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3142659.250000 Penalty: 5047.934082
	Iteration 76Q: 3 clusters Score -3142659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23766 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3142651.750000 Penalty: 5047.934082
	Iteration 77Q: 3 clusters Score -3142652 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -3142673.000000 Penalty: 5047.934082
	Iteration 78Q: 3 clusters Score -3142673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -3142675.000000 Penalty: 5047.934082
	Iteration 79Q: 3 clusters Score -3142675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23846 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3142676.500000 Penalty: 5047.934082
	Iteration 80F: 3 clusters Score -3142676 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23861 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -3142686.250000 Penalty: 5047.934082
	Iteration 81Q: 3 clusters Score -3142686 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -3142692.500000 Penalty: 5047.934082
	Iteration 82Q: 3 clusters Score -3142692 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -3142701.250000 Penalty: 5047.934082
	Iteration 83Q: 3 clusters Score -3142701 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -3142712.250000 Penalty: 5047.934082
	Iteration 84Q: 3 clusters Score -3142712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -3142706.500000 Penalty: 5047.934082
	Iteration 85Q: 3 clusters Score -3142706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -3142718.750000 Penalty: 5047.934082
	Iteration 86Q: 3 clusters Score -3142719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -3142719.250000 Penalty: 5047.934082
	Iteration 87Q: 3 clusters Score -3142719 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -3142721.000000 Penalty: 5047.934082
	Iteration 88Q: 3 clusters Score -3142721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -3142719.750000 Penalty: 5047.934082
	Iteration 89Q: 3 clusters Score -3142720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -3142719.500000 Penalty: 5047.934082
	Iteration 90Q: 3 clusters Score -3142720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -3142714.250000 Penalty: 5047.934082
	Iteration 91Q: 3 clusters Score -3142714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3142718.250000 Penalty: 5047.934082
	Iteration 92Q: 3 clusters Score -3142718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -3142719.500000 Penalty: 5047.934082
	Iteration 93Q: 3 clusters Score -3142720 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -3142727.000000 Penalty: 5047.934082
	Iteration 94Q: 3 clusters Score -3142727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3142725.500000 Penalty: 5047.934082
	Iteration 95Q: 3 clusters Score -3142726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24063 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -3142725.250000 Penalty: 5047.934082
	Iteration 96Q: 3 clusters Score -3142725 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24072 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -3142731.500000 Penalty: 5047.934082
	Iteration 97Q: 3 clusters Score -3142732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3142731.500000 Penalty: 5047.934082
	Iteration 98Q: 3 clusters Score -3142732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -3142739.000000 Penalty: 5047.934082
	Iteration 99Q: 3 clusters Score -3142739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24121 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3142752.000000 Penalty: 5047.934082
	Iteration 100F: 3 clusters Score -3142752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3142754.250000 Penalty: 5047.934082
	Iteration 101Q: 3 clusters Score -3142754 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3142752.000000 Penalty: 5047.934082
	Iteration 102Q: 3 clusters Score -3142752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3142751.250000 Penalty: 5047.934082
	Iteration 103Q: 3 clusters Score -3142751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -3142754.750000 Penalty: 5047.934082
	Iteration 104Q: 3 clusters Score -3142755 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -3142752.500000 Penalty: 5047.934082
	Iteration 105Q: 3 clusters Score -3142752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -3142755.500000 Penalty: 5047.934082
	Iteration 106Q: 3 clusters Score -3142756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24187 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -3142755.000000 Penalty: 5047.934082
	Iteration 107Q: 3 clusters Score -3142755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -3142755.500000 Penalty: 5047.934082
	Iteration 108Q: 3 clusters Score -3142756 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24197 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -3142759.500000 Penalty: 5047.934082
	Iteration 109Q: 3 clusters Score -3142760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24200 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3142761.250000 Penalty: 5047.934082
	Iteration 110Q: 3 clusters Score -3142761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3142761.000000 Penalty: 5047.934082
	Iteration 111Q: 3 clusters Score -3142761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3142763.750000 Penalty: 5047.934082
	Iteration 112Q: 3 clusters Score -3142764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -3142762.250000 Penalty: 5047.934082
	Iteration 113Q: 3 clusters Score -3142762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3142764.500000 Penalty: 5047.934082
	Iteration 114Q: 3 clusters Score -3142764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -3142766.000000 Penalty: 5047.934082
	Iteration 115Q: 3 clusters Score -3142766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3142771.250000 Penalty: 5047.934082
	Iteration 116Q: 3 clusters Score -3142771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -3142769.750000 Penalty: 5047.934082
	Iteration 117Q: 3 clusters Score -3142770 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3142764.000000 Penalty: 5047.934082
	Iteration 118Q: 3 clusters Score -3142764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -3142771.000000 Penalty: 5047.934082
	Iteration 119Q: 3 clusters Score -3142771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -3142777.750000 Penalty: 5047.934082
	Iteration 120F: 3 clusters Score -3142778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -3142784.500000 Penalty: 5047.934082
	Iteration 121Q: 3 clusters Score -3142784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24303 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -3142786.250000 Penalty: 5047.934082
	Iteration 122Q: 3 clusters Score -3142786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -3142795.000000 Penalty: 5047.934082
	Iteration 123Q: 3 clusters Score -3142795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3142792.250000 Penalty: 5047.934082
	Iteration 124Q: 3 clusters Score -3142792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -3142790.000000 Penalty: 5047.934082
	Iteration 125Q: 3 clusters Score -3142790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -3142793.500000 Penalty: 5047.934082
	Iteration 126Q: 3 clusters Score -3142794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -3142792.250000 Penalty: 5047.934082
	Iteration 127Q: 3 clusters Score -3142792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3142792.500000 Penalty: 5047.934082
	Iteration 128Q: 3 clusters Score -3142792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -3142793.000000 Penalty: 5047.934082
	Iteration 129Q: 3 clusters Score -3142793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -3142797.250000 Penalty: 5047.934082
	Iteration 130Q: 3 clusters Score -3142797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -3142794.500000 Penalty: 5047.934082
	Iteration 131Q: 3 clusters Score -3142794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -3142795.000000 Penalty: 5047.934082
	Iteration 132Q: 3 clusters Score -3142795 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -3142801.250000 Penalty: 5047.934082
	Iteration 133Q: 3 clusters Score -3142801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -3142801.500000 Penalty: 5047.934082
	Iteration 134Q: 3 clusters Score -3142802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24389 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3142810.500000 Penalty: 5047.934082
	Iteration 135Q: 3 clusters Score -3142810 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24396 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3142808.250000 Penalty: 5047.934082
	Iteration 136Q: 3 clusters Score -3142808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -3142814.000000 Penalty: 5047.934082
	Iteration 137Q: 3 clusters Score -3142814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24407 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -3142814.500000 Penalty: 5047.934082
	Iteration 138Q: 3 clusters Score -3142814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -3142813.750000 Penalty: 5047.934082
	Iteration 139Q: 3 clusters Score -3142814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24409 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3142815.250000 Penalty: 5047.934082
	Iteration 140F: 3 clusters Score -3142815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3142816.500000 Penalty: 5047.934082
	Iteration 141Q: 3 clusters Score -3142816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3142814.750000 Penalty: 5047.934082
	Iteration 142Q: 3 clusters Score -3142815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3142814.750000 Penalty: 5047.934082
	Iteration 143F: 3 clusters Score -3142815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Entering Unmasked Estep 
Score: -1408635.000000 Penalty: 2324.833496
	Iteration 0F: 2 clusters Score -1408635 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1399782.125000 Penalty: 4649.666992
	Iteration 0F: 3 clusters Score -1399782 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1402493.250000 Penalty: 4649.666992
	Iteration 1F: 3 clusters Score -1402493 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1402805.750000 Penalty: 4649.666992
	Iteration 2F: 3 clusters Score -1402806 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1403033.500000 Penalty: 4649.666992
	Iteration 3Q: 3 clusters Score -1403034 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1403206.000000 Penalty: 4649.666992
	Iteration 4Q: 3 clusters Score -1403206 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1403350.625000 Penalty: 4649.666992
	Iteration 5Q: 3 clusters Score -1403351 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1403501.375000 Penalty: 4649.666992
	Iteration 6Q: 3 clusters Score -1403501 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1403646.250000 Penalty: 4649.666992
	Iteration 7Q: 3 clusters Score -1403646 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -1403805.500000 Penalty: 4649.666992
	Iteration 8Q: 3 clusters Score -1403806 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1403954.375000 Penalty: 4649.666992
	Iteration 9Q: 3 clusters Score -1403954 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1404143.000000 Penalty: 4649.666992
	Iteration 10Q: 3 clusters Score -1404143 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 8137 members 
Entering Unmasked Estep 
Score: -1404343.625000 Penalty: 4649.666992
	Iteration 11Q: 3 clusters Score -1404344 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1404605.625000 Penalty: 4649.666992
	Iteration 12Q: 3 clusters Score -1404606 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1404901.625000 Penalty: 4649.666992
	Iteration 13Q: 3 clusters Score -1404902 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1405177.375000 Penalty: 4649.666992
	Iteration 14Q: 3 clusters Score -1405177 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1405431.250000 Penalty: 4649.666992
	Iteration 15Q: 3 clusters Score -1405431 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1405634.375000 Penalty: 4649.666992
	Iteration 16Q: 3 clusters Score -1405634 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1405817.125000 Penalty: 4649.666992
	Iteration 17Q: 3 clusters Score -1405817 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -1405978.500000 Penalty: 4649.666992
	Iteration 18Q: 3 clusters Score -1405978 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 10600 members 
Entering Unmasked Estep 
Score: -1406109.000000 Penalty: 4649.666992
	Iteration 19Q: 3 clusters Score -1406109 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -1406194.250000 Penalty: 4649.666992
	Iteration 20F: 3 clusters Score -1406194 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -1406266.750000 Penalty: 4649.666992
	Iteration 21Q: 3 clusters Score -1406267 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -1406325.000000 Penalty: 4649.666992
	Iteration 22Q: 3 clusters Score -1406325 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1406370.500000 Penalty: 4649.666992
	Iteration 23Q: 3 clusters Score -1406370 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1406405.500000 Penalty: 4649.666992
	Iteration 24Q: 3 clusters Score -1406406 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1406437.625000 Penalty: 4649.666992
	Iteration 25Q: 3 clusters Score -1406438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -1406455.250000 Penalty: 4649.666992
	Iteration 26Q: 3 clusters Score -1406455 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1406466.875000 Penalty: 4649.666992
	Iteration 27Q: 3 clusters Score -1406467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -1406478.375000 Penalty: 4649.666992
	Iteration 28Q: 3 clusters Score -1406478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -1406485.250000 Penalty: 4649.666992
	Iteration 29Q: 3 clusters Score -1406485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1406491.875000 Penalty: 4649.666992
	Iteration 30Q: 3 clusters Score -1406492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -1406500.625000 Penalty: 4649.666992
	Iteration 31Q: 3 clusters Score -1406501 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11194 members 
Entering Unmasked Estep 
Score: -1406515.000000 Penalty: 4649.666992
	Iteration 32Q: 3 clusters Score -1406515 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1406526.125000 Penalty: 4649.666992
	Iteration 33Q: 3 clusters Score -1406526 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -1406537.500000 Penalty: 4649.666992
	Iteration 34Q: 3 clusters Score -1406538 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 11244 members 
Entering Unmasked Estep 
Score: -1406548.875000 Penalty: 4649.666992
	Iteration 35Q: 3 clusters Score -1406549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1406554.125000 Penalty: 4649.666992
	Iteration 36Q: 3 clusters Score -1406554 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1406563.625000 Penalty: 4649.666992
	Iteration 37Q: 3 clusters Score -1406564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -1406572.375000 Penalty: 4649.666992
	Iteration 38Q: 3 clusters Score -1406572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -1406576.750000 Penalty: 4649.666992
	Iteration 39Q: 3 clusters Score -1406577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -1406579.125000 Penalty: 4649.666992
	Iteration 40F: 3 clusters Score -1406579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 11284 members 
Entering Unmasked Estep 
Score: -1406584.250000 Penalty: 4649.666992
	Iteration 41Q: 3 clusters Score -1406584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -1406586.500000 Penalty: 4649.666992
	Iteration 42Q: 3 clusters Score -1406586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -1406590.625000 Penalty: 4649.666992
	Iteration 43Q: 3 clusters Score -1406591 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1406597.750000 Penalty: 4649.666992
	Iteration 44Q: 3 clusters Score -1406598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1406601.125000 Penalty: 4649.666992
	Iteration 45Q: 3 clusters Score -1406601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -1406608.250000 Penalty: 4649.666992
	Iteration 46Q: 3 clusters Score -1406608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1406610.750000 Penalty: 4649.666992
	Iteration 47Q: 3 clusters Score -1406611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1406611.875000 Penalty: 4649.666992
	Iteration 48Q: 3 clusters Score -1406612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -1406611.875000 Penalty: 4649.666992
	Iteration 49F: 3 clusters Score -1406612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Entering Unmasked Estep 
Score: -422767.875000 Penalty: 2039.459473
	Iteration 0F: 2 clusters Score -422767.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -419017.625000 Penalty: 4078.918945
	Iteration 0F: 3 clusters Score -419017.6 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -419774.406250 Penalty: 4078.918945
	Iteration 1F: 3 clusters Score -419774.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -419941.906250 Penalty: 4078.918945
	Iteration 2F: 3 clusters Score -419941.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -420041.093750 Penalty: 4078.918945
	Iteration 3Q: 3 clusters Score -420041.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -420114.906250 Penalty: 4078.918945
	Iteration 4Q: 3 clusters Score -420114.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -420160.562500 Penalty: 4078.918945
	Iteration 5Q: 3 clusters Score -420160.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -420193.593750 Penalty: 4078.918945
	Iteration 6Q: 3 clusters Score -420193.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -420217.812500 Penalty: 4078.918945
	Iteration 7Q: 3 clusters Score -420217.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -420233.812500 Penalty: 4078.918945
	Iteration 8Q: 3 clusters Score -420233.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -420248.281250 Penalty: 4078.918945
	Iteration 9Q: 3 clusters Score -420248.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -420268.843750 Penalty: 4078.918945
	Iteration 10Q: 3 clusters Score -420268.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -420280.437500 Penalty: 4078.918945
	Iteration 11Q: 3 clusters Score -420280.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -420288.281250 Penalty: 4078.918945
	Iteration 12Q: 3 clusters Score -420288.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -420293.656250 Penalty: 4078.918945
	Iteration 13Q: 3 clusters Score -420293.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -420297.343750 Penalty: 4078.918945
	Iteration 14Q: 3 clusters Score -420297.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -420300.468750 Penalty: 4078.918945
	Iteration 15Q: 3 clusters Score -420300.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -420303.562500 Penalty: 4078.918945
	Iteration 16Q: 3 clusters Score -420303.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -420304.093750 Penalty: 4078.918945
	Iteration 17Q: 3 clusters Score -420304.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -420304.843750 Penalty: 4078.918945
	Iteration 18Q: 3 clusters Score -420304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -420305.625000 Penalty: 4078.918945
	Iteration 19Q: 3 clusters Score -420305.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -420306.156250 Penalty: 4078.918945
	Iteration 20F: 3 clusters Score -420306.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -420306.812500 Penalty: 4078.918945
	Iteration 21Q: 3 clusters Score -420306.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -420309.000000 Penalty: 4078.918945
	Iteration 22Q: 3 clusters Score -420309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -420310.312500 Penalty: 4078.918945
	Iteration 23Q: 3 clusters Score -420310.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -420313.437500 Penalty: 4078.918945
	Iteration 24Q: 3 clusters Score -420313.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -420316.281250 Penalty: 4078.918945
	Iteration 25Q: 3 clusters Score -420316.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -420319.875000 Penalty: 4078.918945
	Iteration 26Q: 3 clusters Score -420319.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -420322.062500 Penalty: 4078.918945
	Iteration 27Q: 3 clusters Score -420322.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -420323.906250 Penalty: 4078.918945
	Iteration 28Q: 3 clusters Score -420323.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -420325.000000 Penalty: 4078.918945
	Iteration 29Q: 3 clusters Score -420325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -420325.843750 Penalty: 4078.918945
	Iteration 30Q: 3 clusters Score -420325.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -420329.250000 Penalty: 4078.918945
	Iteration 31Q: 3 clusters Score -420329.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -420334.343750 Penalty: 4078.918945
	Iteration 32Q: 3 clusters Score -420334.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -420341.937500 Penalty: 4078.918945
	Iteration 33Q: 3 clusters Score -420341.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -420347.250000 Penalty: 4078.918945
	Iteration 34Q: 3 clusters Score -420347.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -420352.000000 Penalty: 4078.918945
	Iteration 35Q: 3 clusters Score -420352 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -420357.031250 Penalty: 4078.918945
	Iteration 36Q: 3 clusters Score -420357 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -420365.906250 Penalty: 4078.918945
	Iteration 37Q: 3 clusters Score -420365.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -420374.437500 Penalty: 4078.918945
	Iteration 38Q: 3 clusters Score -420374.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -420382.093750 Penalty: 4078.918945
	Iteration 39Q: 3 clusters Score -420382.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -420388.687500 Penalty: 4078.918945
	Iteration 40F: 3 clusters Score -420388.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -420396.593750 Penalty: 4078.918945
	Iteration 41Q: 3 clusters Score -420396.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -420401.125000 Penalty: 4078.918945
	Iteration 42Q: 3 clusters Score -420401.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -420405.843750 Penalty: 4078.918945
	Iteration 43Q: 3 clusters Score -420405.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -420412.875000 Penalty: 4078.918945
	Iteration 44Q: 3 clusters Score -420412.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -420417.125000 Penalty: 4078.918945
	Iteration 45Q: 3 clusters Score -420417.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -420422.437500 Penalty: 4078.918945
	Iteration 46Q: 3 clusters Score -420422.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -420426.218750 Penalty: 4078.918945
	Iteration 47Q: 3 clusters Score -420426.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -420430.750000 Penalty: 4078.918945
	Iteration 48Q: 3 clusters Score -420430.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -420435.093750 Penalty: 4078.918945
	Iteration 49Q: 3 clusters Score -420435.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -420437.843750 Penalty: 4078.918945
	Iteration 50Q: 3 clusters Score -420437.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -420439.875000 Penalty: 4078.918945
	Iteration 51Q: 3 clusters Score -420439.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -420442.062500 Penalty: 4078.918945
	Iteration 52Q: 3 clusters Score -420442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -420445.843750 Penalty: 4078.918945
	Iteration 53Q: 3 clusters Score -420445.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -420448.687500 Penalty: 4078.918945
	Iteration 54Q: 3 clusters Score -420448.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -420452.281250 Penalty: 4078.918945
	Iteration 55Q: 3 clusters Score -420452.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -420454.312500 Penalty: 4078.918945
	Iteration 56Q: 3 clusters Score -420454.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -420456.343750 Penalty: 4078.918945
	Iteration 57Q: 3 clusters Score -420456.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -420458.843750 Penalty: 4078.918945
	Iteration 58Q: 3 clusters Score -420458.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -420460.562500 Penalty: 4078.918945
	Iteration 59Q: 3 clusters Score -420460.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -420462.687500 Penalty: 4078.918945
	Iteration 60F: 3 clusters Score -420462.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -420463.781250 Penalty: 4078.918945
	Iteration 61Q: 3 clusters Score -420463.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -420468.562500 Penalty: 4078.918945
	Iteration 62Q: 3 clusters Score -420468.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -420469.625000 Penalty: 4078.918945
	Iteration 63Q: 3 clusters Score -420469.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -420471.250000 Penalty: 4078.918945
	Iteration 64Q: 3 clusters Score -420471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -420473.843750 Penalty: 4078.918945
	Iteration 65Q: 3 clusters Score -420473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -420474.250000 Penalty: 4078.918945
	Iteration 66Q: 3 clusters Score -420474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -420475.906250 Penalty: 4078.918945
	Iteration 67Q: 3 clusters Score -420475.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -420478.031250 Penalty: 4078.918945
	Iteration 68Q: 3 clusters Score -420478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -420479.656250 Penalty: 4078.918945
	Iteration 69Q: 3 clusters Score -420479.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -420481.125000 Penalty: 4078.918945
	Iteration 70Q: 3 clusters Score -420481.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -420483.656250 Penalty: 4078.918945
	Iteration 71Q: 3 clusters Score -420483.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -420485.593750 Penalty: 4078.918945
	Iteration 72Q: 3 clusters Score -420485.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -420486.687500 Penalty: 4078.918945
	Iteration 73Q: 3 clusters Score -420486.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -420486.687500 Penalty: 4078.918945
	Iteration 74F: 3 clusters Score -420486.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Entering Unmasked Estep 
Score: -772552.500000 Penalty: 2192.463867
	Iteration 0F: 2 clusters Score -772552.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -766791.437500 Penalty: 4384.927734
	Iteration 0F: 3 clusters Score -766791.4 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -768283.000000 Penalty: 4384.927734
	Iteration 1F: 3 clusters Score -768283 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -768555.125000 Penalty: 4384.927734
	Iteration 2F: 3 clusters Score -768555.1 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -768753.437500 Penalty: 4384.927734
	Iteration 3F: 3 clusters Score -768753.4 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -768878.687500 Penalty: 4384.927734
	Iteration 4Q: 3 clusters Score -768878.7 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -768983.125000 Penalty: 4384.927734
	Iteration 5Q: 3 clusters Score -768983.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -769075.812500 Penalty: 4384.927734
	Iteration 6Q: 3 clusters Score -769075.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -769171.062500 Penalty: 4384.927734
	Iteration 7Q: 3 clusters Score -769171.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -769273.875000 Penalty: 4384.927734
	Iteration 8Q: 3 clusters Score -769273.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -769376.250000 Penalty: 4384.927734
	Iteration 9Q: 3 clusters Score -769376.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -769473.187500 Penalty: 4384.927734
	Iteration 10Q: 3 clusters Score -769473.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -769563.500000 Penalty: 4384.927734
	Iteration 11Q: 3 clusters Score -769563.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -769641.375000 Penalty: 4384.927734
	Iteration 12Q: 3 clusters Score -769641.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -769726.062500 Penalty: 4384.927734
	Iteration 13Q: 3 clusters Score -769726.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -769828.812500 Penalty: 4384.927734
	Iteration 14Q: 3 clusters Score -769828.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -769908.812500 Penalty: 4384.927734
	Iteration 15Q: 3 clusters Score -769908.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -769986.250000 Penalty: 4384.927734
	Iteration 16Q: 3 clusters Score -769986.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -770058.937500 Penalty: 4384.927734
	Iteration 17Q: 3 clusters Score -770058.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -770131.875000 Penalty: 4384.927734
	Iteration 18Q: 3 clusters Score -770131.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -770203.750000 Penalty: 4384.927734
	Iteration 19Q: 3 clusters Score -770203.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -770276.625000 Penalty: 4384.927734
	Iteration 20F: 3 clusters Score -770276.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -770332.812500 Penalty: 4384.927734
	Iteration 21Q: 3 clusters Score -770332.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -770375.875000 Penalty: 4384.927734
	Iteration 22Q: 3 clusters Score -770375.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -770406.937500 Penalty: 4384.927734
	Iteration 23Q: 3 clusters Score -770406.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -770444.062500 Penalty: 4384.927734
	Iteration 24Q: 3 clusters Score -770444.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -770476.937500 Penalty: 4384.927734
	Iteration 25Q: 3 clusters Score -770476.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -770509.625000 Penalty: 4384.927734
	Iteration 26Q: 3 clusters Score -770509.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -770539.062500 Penalty: 4384.927734
	Iteration 27Q: 3 clusters Score -770539.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -770565.562500 Penalty: 4384.927734
	Iteration 28Q: 3 clusters Score -770565.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -770583.687500 Penalty: 4384.927734
	Iteration 29Q: 3 clusters Score -770583.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -770603.500000 Penalty: 4384.927734
	Iteration 30Q: 3 clusters Score -770603.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -770618.937500 Penalty: 4384.927734
	Iteration 31Q: 3 clusters Score -770618.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -770632.437500 Penalty: 4384.927734
	Iteration 32Q: 3 clusters Score -770632.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -770639.125000 Penalty: 4384.927734
	Iteration 33Q: 3 clusters Score -770639.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -770640.500000 Penalty: 4384.927734
	Iteration 34Q: 3 clusters Score -770640.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -770643.375000 Penalty: 4384.927734
	Iteration 35Q: 3 clusters Score -770643.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -770644.187500 Penalty: 4384.927734
	Iteration 36Q: 3 clusters Score -770644.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -770646.625000 Penalty: 4384.927734
	Iteration 37Q: 3 clusters Score -770646.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -770649.187500 Penalty: 4384.927734
	Iteration 38Q: 3 clusters Score -770649.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -770653.000000 Penalty: 4384.927734
	Iteration 39Q: 3 clusters Score -770653 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -770655.500000 Penalty: 4384.927734
	Iteration 40F: 3 clusters Score -770655.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -770655.375000 Penalty: 4384.927734
	Iteration 41Q: 3 clusters Score -770655.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -770659.812500 Penalty: 4384.927734
	Iteration 42Q: 3 clusters Score -770659.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -770661.625000 Penalty: 4384.927734
	Iteration 43Q: 3 clusters Score -770661.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -770662.500000 Penalty: 4384.927734
	Iteration 44Q: 3 clusters Score -770662.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -770664.312500 Penalty: 4384.927734
	Iteration 45Q: 3 clusters Score -770664.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -770668.250000 Penalty: 4384.927734
	Iteration 46Q: 3 clusters Score -770668.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -770669.687500 Penalty: 4384.927734
	Iteration 47Q: 3 clusters Score -770669.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -770674.437500 Penalty: 4384.927734
	Iteration 48Q: 3 clusters Score -770674.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -770675.875000 Penalty: 4384.927734
	Iteration 49Q: 3 clusters Score -770675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -770679.687500 Penalty: 4384.927734
	Iteration 50Q: 3 clusters Score -770679.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -770681.625000 Penalty: 4384.927734
	Iteration 51Q: 3 clusters Score -770681.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -770684.062500 Penalty: 4384.927734
	Iteration 52Q: 3 clusters Score -770684.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -770684.250000 Penalty: 4384.927734
	Iteration 53Q: 3 clusters Score -770684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -770685.500000 Penalty: 4384.927734
	Iteration 54Q: 3 clusters Score -770685.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -770685.500000 Penalty: 4384.927734
	Iteration 55F: 3 clusters Score -770685.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57251 members 
Entering Unmasked Estep 
Score: -6643022.000000 Penalty: 2716.889648
	Iteration 0F: 2 clusters Score -6643022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28923 members 
Mstep: Class 2 contains 28328 members 
Entering Unmasked Estep 
Score: -6604397.000000 Penalty: 5433.779297
	Iteration 0F: 3 clusters Score -6604397 nChanged 26667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -6619352.000000 Penalty: 5433.779297
	Iteration 1F: 3 clusters Score -6619352 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33839 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -6620444.000000 Penalty: 5433.779297
	Iteration 2Q: 3 clusters Score -6620444 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -6622026.500000 Penalty: 5433.779297
	Iteration 3F: 3 clusters Score -6622026 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -6624775.000000 Penalty: 5433.779297
	Iteration 4F: 3 clusters Score -6624775 nChanged 4901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45506 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -6629075.000000 Penalty: 5433.779297
	Iteration 5F: 3 clusters Score -6629075 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50515 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -6633977.000000 Penalty: 5433.779297
	Iteration 6F: 3 clusters Score -6633977 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -6637826.000000 Penalty: 5433.779297
	Iteration 7F: 3 clusters Score -6637826 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56051 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -6639631.000000 Penalty: 5433.779297
	Iteration 8Q: 3 clusters Score -6639631 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56680 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6640203.000000 Penalty: 5433.779297
	Iteration 9Q: 3 clusters Score -6640203 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -6640398.000000 Penalty: 5433.779297
	Iteration 10Q: 3 clusters Score -6640398 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56941 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -6640502.000000 Penalty: 5433.779297
	Iteration 11Q: 3 clusters Score -6640502 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56966 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6640540.000000 Penalty: 5433.779297
	Iteration 12Q: 3 clusters Score -6640540 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56979 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6640551.000000 Penalty: 5433.779297
	Iteration 13Q: 3 clusters Score -6640551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56987 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6640571.000000 Penalty: 5433.779297
	Iteration 14Q: 3 clusters Score -6640571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56996 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6640573.500000 Penalty: 5433.779297
	Iteration 15Q: 3 clusters Score -6640574 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6640587.000000 Penalty: 5433.779297
	Iteration 16Q: 3 clusters Score -6640587 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57007 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -6640599.500000 Penalty: 5433.779297
	Iteration 17Q: 3 clusters Score -6640600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57012 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -6640605.500000 Penalty: 5433.779297
	Iteration 18Q: 3 clusters Score -6640606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57013 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6640612.000000 Penalty: 5433.779297
	Iteration 19Q: 3 clusters Score -6640612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6640612.000000 Penalty: 5433.779297
	Iteration 20F: 3 clusters Score -6640612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6640620.000000 Penalty: 5433.779297
	Iteration 21Q: 3 clusters Score -6640620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6640617.000000 Penalty: 5433.779297
	Iteration 22Q: 3 clusters Score -6640617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57015 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -6640621.500000 Penalty: 5433.779297
	Iteration 23Q: 3 clusters Score -6640622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6640628.000000 Penalty: 5433.779297
	Iteration 24Q: 3 clusters Score -6640628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -6640629.000000 Penalty: 5433.779297
	Iteration 25Q: 3 clusters Score -6640629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57018 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6640629.000000 Penalty: 5433.779297
	Iteration 26Q: 3 clusters Score -6640629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57021 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -6640637.000000 Penalty: 5433.779297
	Iteration 27Q: 3 clusters Score -6640637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57022 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -6640638.000000 Penalty: 5433.779297
	Iteration 28Q: 3 clusters Score -6640638 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6640636.000000 Penalty: 5433.779297
	Iteration 29Q: 3 clusters Score -6640636 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57023 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -6640636.000000 Penalty: 5433.779297
	Iteration 30F: 3 clusters Score -6640636 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Entering Unmasked Estep 
Score: -251650.359375 Penalty: 1931.270752
	Iteration 0F: 2 clusters Score -251650.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -248765.250000 Penalty: 3862.541504
	Iteration 0F: 3 clusters Score -248765.2 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -249286.546875 Penalty: 3862.541504
	Iteration 1F: 3 clusters Score -249286.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -249469.218750 Penalty: 3862.541504
	Iteration 2F: 3 clusters Score -249469.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -249587.578125 Penalty: 3862.541504
	Iteration 3F: 3 clusters Score -249587.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -249655.968750 Penalty: 3862.541504
	Iteration 4Q: 3 clusters Score -249656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -249706.906250 Penalty: 3862.541504
	Iteration 5Q: 3 clusters Score -249706.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -249739.843750 Penalty: 3862.541504
	Iteration 6Q: 3 clusters Score -249739.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249771.437500 Penalty: 3862.541504
	Iteration 7Q: 3 clusters Score -249771.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -249789.734375 Penalty: 3862.541504
	Iteration 8Q: 3 clusters Score -249789.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -249808.093750 Penalty: 3862.541504
	Iteration 9Q: 3 clusters Score -249808.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -249820.593750 Penalty: 3862.541504
	Iteration 10Q: 3 clusters Score -249820.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -249831.468750 Penalty: 3862.541504
	Iteration 11Q: 3 clusters Score -249831.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -249841.734375 Penalty: 3862.541504
	Iteration 12Q: 3 clusters Score -249841.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -249852.437500 Penalty: 3862.541504
	Iteration 13Q: 3 clusters Score -249852.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -249863.843750 Penalty: 3862.541504
	Iteration 14Q: 3 clusters Score -249863.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -249870.828125 Penalty: 3862.541504
	Iteration 15Q: 3 clusters Score -249870.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -249876.312500 Penalty: 3862.541504
	Iteration 16Q: 3 clusters Score -249876.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -249880.796875 Penalty: 3862.541504
	Iteration 17Q: 3 clusters Score -249880.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -249883.875000 Penalty: 3862.541504
	Iteration 18Q: 3 clusters Score -249883.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -249886.437500 Penalty: 3862.541504
	Iteration 19Q: 3 clusters Score -249886.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -249890.562500 Penalty: 3862.541504
	Iteration 20F: 3 clusters Score -249890.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -249893.234375 Penalty: 3862.541504
	Iteration 21Q: 3 clusters Score -249893.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -249894.906250 Penalty: 3862.541504
	Iteration 22Q: 3 clusters Score -249894.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -249895.000000 Penalty: 3862.541504
	Iteration 23Q: 3 clusters Score -249895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -249895.000000 Penalty: 3862.541504
	Iteration 24F: 3 clusters Score -249895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (238856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238856 members 
Entering Unmasked Estep 
Score: -28092378.000000 Penalty: 3071.136963
	Iteration 0F: 2 clusters Score -2.809238e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119206 members 
Mstep: Class 2 contains 119650 members 
Entering Unmasked Estep 
Score: -27939926.000000 Penalty: 6142.273926
	Iteration 0F: 3 clusters Score -2.793993e+07 nChanged 115561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113815 members 
Mstep: Class 2 contains 125041 members 
Entering Unmasked Estep 
Score: -28007454.000000 Penalty: 6142.273926
	Iteration 1F: 3 clusters Score -2.800745e+07 nChanged 7301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110258 members 
Mstep: Class 2 contains 128598 members 
Entering Unmasked Estep 
Score: -28009340.000000 Penalty: 6142.273926
	Iteration 2Q: 3 clusters Score -2.800934e+07 nChanged 8452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104810 members 
Mstep: Class 2 contains 134046 members 
Entering Unmasked Estep 
Score: -28012240.000000 Penalty: 6142.273926
	Iteration 3Q: 3 clusters Score -2.801224e+07 nChanged 10776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96510 members 
Mstep: Class 2 contains 142346 members 
Entering Unmasked Estep 
Score: -28017028.000000 Penalty: 6142.273926
	Iteration 4Q: 3 clusters Score -2.801703e+07 nChanged 14089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84429 members 
Mstep: Class 2 contains 154427 members 
Entering Unmasked Estep 
Score: -28025380.000000 Penalty: 6142.273926
	Iteration 5F: 3 clusters Score -2.802538e+07 nChanged 17486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68549 members 
Mstep: Class 2 contains 170307 members 
Entering Unmasked Estep 
Score: -28037812.000000 Penalty: 6142.273926
	Iteration 6F: 3 clusters Score -2.803781e+07 nChanged 18104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 187295 members 
Entering Unmasked Estep 
Score: -28051734.000000 Penalty: 6142.273926
	Iteration 7F: 3 clusters Score -2.805173e+07 nChanged 15074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37311 members 
Mstep: Class 2 contains 201545 members 
Entering Unmasked Estep 
Score: -28063482.000000 Penalty: 6142.273926
	Iteration 8F: 3 clusters Score -2.806348e+07 nChanged 10524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 210807 members 
Entering Unmasked Estep 
Score: -28072286.000000 Penalty: 6142.273926
	Iteration 9Q: 3 clusters Score -2.807229e+07 nChanged 6833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 215904 members 
Entering Unmasked Estep 
Score: -28077798.000000 Penalty: 6142.273926
	Iteration 10Q: 3 clusters Score -2.80778e+07 nChanged 4534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 218948 members 
Entering Unmasked Estep 
Score: -28080566.000000 Penalty: 6142.273926
	Iteration 11Q: 3 clusters Score -2.808057e+07 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 221162 members 
Entering Unmasked Estep 
Score: -28082038.000000 Penalty: 6142.273926
	Iteration 12Q: 3 clusters Score -2.808204e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 222985 members 
Entering Unmasked Estep 
Score: -28083100.000000 Penalty: 6142.273926
	Iteration 13Q: 3 clusters Score -2.80831e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 224572 members 
Entering Unmasked Estep 
Score: -28083818.000000 Penalty: 6142.273926
	Iteration 14Q: 3 clusters Score -2.808382e+07 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 226011 members 
Entering Unmasked Estep 
Score: -28084580.000000 Penalty: 6142.273926
	Iteration 15Q: 3 clusters Score -2.808458e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 227272 members 
Entering Unmasked Estep 
Score: -28085238.000000 Penalty: 6142.273926
	Iteration 16Q: 3 clusters Score -2.808524e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 228368 members 
Entering Unmasked Estep 
Score: -28085826.000000 Penalty: 6142.273926
	Iteration 17Q: 3 clusters Score -2.808583e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 229318 members 
Entering Unmasked Estep 
Score: -28086210.000000 Penalty: 6142.273926
	Iteration 18Q: 3 clusters Score -2.808621e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 230171 members 
Entering Unmasked Estep 
Score: -28086786.000000 Penalty: 6142.273926
	Iteration 19Q: 3 clusters Score -2.808679e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 230964 members 
Entering Unmasked Estep 
Score: -28087218.000000 Penalty: 6142.273926
	Iteration 20F: 3 clusters Score -2.808722e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 231644 members 
Entering Unmasked Estep 
Score: -28087544.000000 Penalty: 6142.273926
	Iteration 21Q: 3 clusters Score -2.808754e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 232265 members 
Entering Unmasked Estep 
Score: -28087758.000000 Penalty: 6142.273926
	Iteration 22Q: 3 clusters Score -2.808776e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 232806 members 
Entering Unmasked Estep 
Score: -28088072.000000 Penalty: 6142.273926
	Iteration 23Q: 3 clusters Score -2.808807e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 233322 members 
Entering Unmasked Estep 
Score: -28088354.000000 Penalty: 6142.273926
	Iteration 24Q: 3 clusters Score -2.808835e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 233767 members 
Entering Unmasked Estep 
Score: -28088630.000000 Penalty: 6142.273926
	Iteration 25Q: 3 clusters Score -2.808863e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 234133 members 
Entering Unmasked Estep 
Score: -28088896.000000 Penalty: 6142.273926
	Iteration 26Q: 3 clusters Score -2.80889e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 234471 members 
Entering Unmasked Estep 
Score: -28089092.000000 Penalty: 6142.273926
	Iteration 27Q: 3 clusters Score -2.808909e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 234757 members 
Entering Unmasked Estep 
Score: -28089252.000000 Penalty: 6142.273926
	Iteration 28Q: 3 clusters Score -2.808925e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 234996 members 
Entering Unmasked Estep 
Score: -28089384.000000 Penalty: 6142.273926
	Iteration 29Q: 3 clusters Score -2.808938e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 235197 members 
Entering Unmasked Estep 
Score: -28089438.000000 Penalty: 6142.273926
	Iteration 30Q: 3 clusters Score -2.808944e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 235376 members 
Entering Unmasked Estep 
Score: -28089536.000000 Penalty: 6142.273926
	Iteration 31Q: 3 clusters Score -2.808954e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 235505 members 
Entering Unmasked Estep 
Score: -28089596.000000 Penalty: 6142.273926
	Iteration 32Q: 3 clusters Score -2.80896e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 235611 members 
Entering Unmasked Estep 
Score: -28089602.000000 Penalty: 6142.273926
	Iteration 33Q: 3 clusters Score -2.80896e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 235706 members 
Entering Unmasked Estep 
Score: -28089668.000000 Penalty: 6142.273926
	Iteration 34Q: 3 clusters Score -2.808967e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 235794 members 
Entering Unmasked Estep 
Score: -28089676.000000 Penalty: 6142.273926
	Iteration 35Q: 3 clusters Score -2.808968e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 235886 members 
Entering Unmasked Estep 
Score: -28089724.000000 Penalty: 6142.273926
	Iteration 36Q: 3 clusters Score -2.808972e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 235962 members 
Entering Unmasked Estep 
Score: -28089746.000000 Penalty: 6142.273926
	Iteration 37Q: 3 clusters Score -2.808975e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 236016 members 
Entering Unmasked Estep 
Score: -28089790.000000 Penalty: 6142.273926
	Iteration 38Q: 3 clusters Score -2.808979e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 236063 members 
Entering Unmasked Estep 
Score: -28089798.000000 Penalty: 6142.273926
	Iteration 39Q: 3 clusters Score -2.80898e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 236099 members 
Entering Unmasked Estep 
Score: -28089778.000000 Penalty: 6142.273926
	Iteration 40F: 3 clusters Score -2.808978e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 236140 members 
Entering Unmasked Estep 
Score: -28089762.000000 Penalty: 6142.273926
	Iteration 41Q: 3 clusters Score -2.808976e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 236173 members 
Entering Unmasked Estep 
Score: -28089770.000000 Penalty: 6142.273926
	Iteration 42Q: 3 clusters Score -2.808977e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 236212 members 
Entering Unmasked Estep 
Score: -28089854.000000 Penalty: 6142.273926
	Iteration 43Q: 3 clusters Score -2.808985e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 236246 members 
Entering Unmasked Estep 
Score: -28089852.000000 Penalty: 6142.273926
	Iteration 44Q: 3 clusters Score -2.808985e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 236279 members 
Entering Unmasked Estep 
Score: -28089866.000000 Penalty: 6142.273926
	Iteration 45Q: 3 clusters Score -2.808987e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 236320 members 
Entering Unmasked Estep 
Score: -28089878.000000 Penalty: 6142.273926
	Iteration 46Q: 3 clusters Score -2.808988e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 236353 members 
Entering Unmasked Estep 
Score: -28089906.000000 Penalty: 6142.273926
	Iteration 47Q: 3 clusters Score -2.808991e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 236383 members 
Entering Unmasked Estep 
Score: -28089904.000000 Penalty: 6142.273926
	Iteration 48Q: 3 clusters Score -2.80899e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 236411 members 
Entering Unmasked Estep 
Score: -28089896.000000 Penalty: 6142.273926
	Iteration 49Q: 3 clusters Score -2.80899e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 236436 members 
Entering Unmasked Estep 
Score: -28089920.000000 Penalty: 6142.273926
	Iteration 50Q: 3 clusters Score -2.808992e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 236447 members 
Entering Unmasked Estep 
Score: -28089902.000000 Penalty: 6142.273926
	Iteration 51Q: 3 clusters Score -2.80899e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 236463 members 
Entering Unmasked Estep 
Score: -28089892.000000 Penalty: 6142.273926
	Iteration 52Q: 3 clusters Score -2.808989e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 236484 members 
Entering Unmasked Estep 
Score: -28089886.000000 Penalty: 6142.273926
	Iteration 53Q: 3 clusters Score -2.808989e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 236504 members 
Entering Unmasked Estep 
Score: -28089936.000000 Penalty: 6142.273926
	Iteration 54Q: 3 clusters Score -2.808994e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 236527 members 
Entering Unmasked Estep 
Score: -28089926.000000 Penalty: 6142.273926
	Iteration 55Q: 3 clusters Score -2.808993e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 236545 members 
Entering Unmasked Estep 
Score: -28089930.000000 Penalty: 6142.273926
	Iteration 56Q: 3 clusters Score -2.808993e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 236564 members 
Entering Unmasked Estep 
Score: -28089940.000000 Penalty: 6142.273926
	Iteration 57Q: 3 clusters Score -2.808994e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 236587 members 
Entering Unmasked Estep 
Score: -28089932.000000 Penalty: 6142.273926
	Iteration 58Q: 3 clusters Score -2.808993e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 236606 members 
Entering Unmasked Estep 
Score: -28089948.000000 Penalty: 6142.273926
	Iteration 59Q: 3 clusters Score -2.808995e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 236628 members 
Entering Unmasked Estep 
Score: -28089968.000000 Penalty: 6142.273926
	Iteration 60F: 3 clusters Score -2.808997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 236644 members 
Entering Unmasked Estep 
Score: -28089992.000000 Penalty: 6142.273926
	Iteration 61Q: 3 clusters Score -2.808999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 236656 members 
Entering Unmasked Estep 
Score: -28089984.000000 Penalty: 6142.273926
	Iteration 62Q: 3 clusters Score -2.808998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 236670 members 
Entering Unmasked Estep 
Score: -28090006.000000 Penalty: 6142.273926
	Iteration 63Q: 3 clusters Score -2.809001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 236683 members 
Entering Unmasked Estep 
Score: -28090036.000000 Penalty: 6142.273926
	Iteration 64Q: 3 clusters Score -2.809004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 236693 members 
Entering Unmasked Estep 
Score: -28090040.000000 Penalty: 6142.273926
	Iteration 65Q: 3 clusters Score -2.809004e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 236701 members 
Entering Unmasked Estep 
Score: -28090052.000000 Penalty: 6142.273926
	Iteration 66Q: 3 clusters Score -2.809005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 236710 members 
Entering Unmasked Estep 
Score: -28090058.000000 Penalty: 6142.273926
	Iteration 67Q: 3 clusters Score -2.809006e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 236720 members 
Entering Unmasked Estep 
Score: -28090064.000000 Penalty: 6142.273926
	Iteration 68Q: 3 clusters Score -2.809006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 236730 members 
Entering Unmasked Estep 
Score: -28090072.000000 Penalty: 6142.273926
	Iteration 69Q: 3 clusters Score -2.809007e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 236737 members 
Entering Unmasked Estep 
Score: -28090060.000000 Penalty: 6142.273926
	Iteration 70Q: 3 clusters Score -2.809006e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 236741 members 
Entering Unmasked Estep 
Score: -28090048.000000 Penalty: 6142.273926
	Iteration 71Q: 3 clusters Score -2.809005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 236742 members 
Entering Unmasked Estep 
Score: -28090034.000000 Penalty: 6142.273926
	Iteration 72Q: 3 clusters Score -2.809003e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 236744 members 
Entering Unmasked Estep 
Score: -28090044.000000 Penalty: 6142.273926
	Iteration 73Q: 3 clusters Score -2.809004e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 236744 members 
Entering Unmasked Estep 
Score: -28090044.000000 Penalty: 6142.273926
	Iteration 74F: 3 clusters Score -2.809004e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Entering Unmasked Estep 
Score: -2446674.500000 Penalty: 2507.635986
	Iteration 0F: 2 clusters Score -2446674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -2429824.500000 Penalty: 5015.271973
	Iteration 0F: 3 clusters Score -2429824 nChanged 10930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -2435851.250000 Penalty: 5015.271973
	Iteration 1F: 3 clusters Score -2435851 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -2436863.500000 Penalty: 5015.271973
	Iteration 2F: 3 clusters Score -2436864 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -2438049.500000 Penalty: 5015.271973
	Iteration 3F: 3 clusters Score -2438050 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 7586 members 
Entering Unmasked Estep 
Score: -2439518.250000 Penalty: 5015.271973
	Iteration 4F: 3 clusters Score -2439518 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2441047.500000 Penalty: 5015.271973
	Iteration 5F: 3 clusters Score -2441048 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 5204 members 
Entering Unmasked Estep 
Score: -2442121.000000 Penalty: 5015.271973
	Iteration 6F: 3 clusters Score -2442121 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -2442822.500000 Penalty: 5015.271973
	Iteration 7Q: 3 clusters Score -2442822 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -2443324.000000 Penalty: 5015.271973
	Iteration 8Q: 3 clusters Score -2443324 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -2443702.000000 Penalty: 5015.271973
	Iteration 9Q: 3 clusters Score -2443702 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -2443945.500000 Penalty: 5015.271973
	Iteration 10Q: 3 clusters Score -2443946 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -2444124.000000 Penalty: 5015.271973
	Iteration 11Q: 3 clusters Score -2444124 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21771 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2444240.500000 Penalty: 5015.271973
	Iteration 12Q: 3 clusters Score -2444240 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21923 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2444315.750000 Penalty: 5015.271973
	Iteration 13Q: 3 clusters Score -2444316 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2444379.750000 Penalty: 5015.271973
	Iteration 14Q: 3 clusters Score -2444380 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -2444431.750000 Penalty: 5015.271973
	Iteration 15Q: 3 clusters Score -2444432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22241 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2444470.750000 Penalty: 5015.271973
	Iteration 16Q: 3 clusters Score -2444471 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2444510.750000 Penalty: 5015.271973
	Iteration 17Q: 3 clusters Score -2444511 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2444552.500000 Penalty: 5015.271973
	Iteration 18Q: 3 clusters Score -2444552 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2444596.000000 Penalty: 5015.271973
	Iteration 19Q: 3 clusters Score -2444596 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2444621.250000 Penalty: 5015.271973
	Iteration 20F: 3 clusters Score -2444621 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2444658.250000 Penalty: 5015.271973
	Iteration 21Q: 3 clusters Score -2444658 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2444687.500000 Penalty: 5015.271973
	Iteration 22Q: 3 clusters Score -2444688 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22771 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2444704.750000 Penalty: 5015.271973
	Iteration 23Q: 3 clusters Score -2444705 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22818 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -2444725.750000 Penalty: 5015.271973
	Iteration 24Q: 3 clusters Score -2444726 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -2444743.000000 Penalty: 5015.271973
	Iteration 25Q: 3 clusters Score -2444743 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2444765.250000 Penalty: 5015.271973
	Iteration 26Q: 3 clusters Score -2444765 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2444779.750000 Penalty: 5015.271973
	Iteration 27Q: 3 clusters Score -2444780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23005 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2444797.500000 Penalty: 5015.271973
	Iteration 28Q: 3 clusters Score -2444798 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2444808.750000 Penalty: 5015.271973
	Iteration 29Q: 3 clusters Score -2444809 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -2444826.500000 Penalty: 5015.271973
	Iteration 30Q: 3 clusters Score -2444826 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2444829.500000 Penalty: 5015.271973
	Iteration 31Q: 3 clusters Score -2444830 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -2444847.750000 Penalty: 5015.271973
	Iteration 32Q: 3 clusters Score -2444848 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2444854.500000 Penalty: 5015.271973
	Iteration 33Q: 3 clusters Score -2444854 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2444858.750000 Penalty: 5015.271973
	Iteration 34Q: 3 clusters Score -2444859 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23220 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2444877.000000 Penalty: 5015.271973
	Iteration 35Q: 3 clusters Score -2444877 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -2444883.000000 Penalty: 5015.271973
	Iteration 36Q: 3 clusters Score -2444883 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2444895.500000 Penalty: 5015.271973
	Iteration 37Q: 3 clusters Score -2444896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -2444919.000000 Penalty: 5015.271973
	Iteration 38Q: 3 clusters Score -2444919 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2444938.500000 Penalty: 5015.271973
	Iteration 39Q: 3 clusters Score -2444938 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23384 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2444956.000000 Penalty: 5015.271973
	Iteration 40F: 3 clusters Score -2444956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2444965.750000 Penalty: 5015.271973
	Iteration 41Q: 3 clusters Score -2444966 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2444984.250000 Penalty: 5015.271973
	Iteration 42Q: 3 clusters Score -2444984 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2444997.000000 Penalty: 5015.271973
	Iteration 43Q: 3 clusters Score -2444997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2445011.250000 Penalty: 5015.271973
	Iteration 44Q: 3 clusters Score -2445011 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23503 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -2445016.500000 Penalty: 5015.271973
	Iteration 45Q: 3 clusters Score -2445016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2445017.250000 Penalty: 5015.271973
	Iteration 46Q: 3 clusters Score -2445017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23521 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2445025.500000 Penalty: 5015.271973
	Iteration 47Q: 3 clusters Score -2445026 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2445027.250000 Penalty: 5015.271973
	Iteration 48Q: 3 clusters Score -2445027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2445028.500000 Penalty: 5015.271973
	Iteration 49Q: 3 clusters Score -2445028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2445035.750000 Penalty: 5015.271973
	Iteration 50Q: 3 clusters Score -2445036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -2445038.500000 Penalty: 5015.271973
	Iteration 51Q: 3 clusters Score -2445038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2445040.500000 Penalty: 5015.271973
	Iteration 52Q: 3 clusters Score -2445040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2445039.500000 Penalty: 5015.271973
	Iteration 53Q: 3 clusters Score -2445040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2445046.250000 Penalty: 5015.271973
	Iteration 54Q: 3 clusters Score -2445046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2445048.500000 Penalty: 5015.271973
	Iteration 55Q: 3 clusters Score -2445048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23575 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2445050.500000 Penalty: 5015.271973
	Iteration 56Q: 3 clusters Score -2445050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2445050.250000 Penalty: 5015.271973
	Iteration 57Q: 3 clusters Score -2445050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2445051.750000 Penalty: 5015.271973
	Iteration 58Q: 3 clusters Score -2445052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2445049.000000 Penalty: 5015.271973
	Iteration 59Q: 3 clusters Score -2445049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2445052.750000 Penalty: 5015.271973
	Iteration 60F: 3 clusters Score -2445053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2445054.000000 Penalty: 5015.271973
	Iteration 61Q: 3 clusters Score -2445054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2445052.250000 Penalty: 5015.271973
	Iteration 62Q: 3 clusters Score -2445052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2445053.250000 Penalty: 5015.271973
	Iteration 63Q: 3 clusters Score -2445053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23605 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2445058.250000 Penalty: 5015.271973
	Iteration 64Q: 3 clusters Score -2445058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23607 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2445061.000000 Penalty: 5015.271973
	Iteration 65Q: 3 clusters Score -2445061 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2445065.500000 Penalty: 5015.271973
	Iteration 66Q: 3 clusters Score -2445066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2445067.500000 Penalty: 5015.271973
	Iteration 67Q: 3 clusters Score -2445068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2445069.500000 Penalty: 5015.271973
	Iteration 68Q: 3 clusters Score -2445070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2445071.000000 Penalty: 5015.271973
	Iteration 69Q: 3 clusters Score -2445071 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23627 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2445073.500000 Penalty: 5015.271973
	Iteration 70Q: 3 clusters Score -2445074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2445075.000000 Penalty: 5015.271973
	Iteration 71Q: 3 clusters Score -2445075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2445079.750000 Penalty: 5015.271973
	Iteration 72Q: 3 clusters Score -2445080 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2445086.250000 Penalty: 5015.271973
	Iteration 73Q: 3 clusters Score -2445086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23644 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2445090.500000 Penalty: 5015.271973
	Iteration 74Q: 3 clusters Score -2445090 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2445092.500000 Penalty: 5015.271973
	Iteration 75Q: 3 clusters Score -2445092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -2445096.750000 Penalty: 5015.271973
	Iteration 76Q: 3 clusters Score -2445097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2445103.250000 Penalty: 5015.271973
	Iteration 77Q: 3 clusters Score -2445103 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2445118.750000 Penalty: 5015.271973
	Iteration 78Q: 3 clusters Score -2445119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2445128.750000 Penalty: 5015.271973
	Iteration 79Q: 3 clusters Score -2445129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23703 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2445132.000000 Penalty: 5015.271973
	Iteration 80F: 3 clusters Score -2445132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -2445134.000000 Penalty: 5015.271973
	Iteration 81Q: 3 clusters Score -2445134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23714 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2445140.250000 Penalty: 5015.271973
	Iteration 82Q: 3 clusters Score -2445140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2445151.250000 Penalty: 5015.271973
	Iteration 83Q: 3 clusters Score -2445151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2445157.250000 Penalty: 5015.271973
	Iteration 84Q: 3 clusters Score -2445157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23743 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2445164.250000 Penalty: 5015.271973
	Iteration 85Q: 3 clusters Score -2445164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23748 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2445165.750000 Penalty: 5015.271973
	Iteration 86Q: 3 clusters Score -2445166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23754 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2445173.500000 Penalty: 5015.271973
	Iteration 87Q: 3 clusters Score -2445174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2445178.500000 Penalty: 5015.271973
	Iteration 88Q: 3 clusters Score -2445178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23770 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2445202.250000 Penalty: 5015.271973
	Iteration 89Q: 3 clusters Score -2445202 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23782 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2445211.750000 Penalty: 5015.271973
	Iteration 90Q: 3 clusters Score -2445212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2445235.250000 Penalty: 5015.271973
	Iteration 91Q: 3 clusters Score -2445235 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2445246.000000 Penalty: 5015.271973
	Iteration 92Q: 3 clusters Score -2445246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2445252.000000 Penalty: 5015.271973
	Iteration 93Q: 3 clusters Score -2445252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23807 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2445273.250000 Penalty: 5015.271973
	Iteration 94Q: 3 clusters Score -2445273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23814 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -2445291.750000 Penalty: 5015.271973
	Iteration 95Q: 3 clusters Score -2445292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2445306.750000 Penalty: 5015.271973
	Iteration 96Q: 3 clusters Score -2445307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -2445314.500000 Penalty: 5015.271973
	Iteration 97Q: 3 clusters Score -2445314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2445321.750000 Penalty: 5015.271973
	Iteration 98Q: 3 clusters Score -2445322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -2445333.250000 Penalty: 5015.271973
	Iteration 99Q: 3 clusters Score -2445333 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2445337.500000 Penalty: 5015.271973
	Iteration 100F: 3 clusters Score -2445338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23797 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2445336.250000 Penalty: 5015.271973
	Iteration 101Q: 3 clusters Score -2445336 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2445336.250000 Penalty: 5015.271973
	Iteration 102Q: 3 clusters Score -2445336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2445336.500000 Penalty: 5015.271973
	Iteration 103Q: 3 clusters Score -2445336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2445335.750000 Penalty: 5015.271973
	Iteration 104Q: 3 clusters Score -2445336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23794 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2445335.750000 Penalty: 5015.271973
	Iteration 105F: 3 clusters Score -2445336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Entering Unmasked Estep 
Score: -2075667.750000 Penalty: 2436.260742
	Iteration 0F: 2 clusters Score -2075668 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2062510.625000 Penalty: 4872.521484
	Iteration 0F: 3 clusters Score -2062511 nChanged 8085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -2066911.000000 Penalty: 4872.521484
	Iteration 1F: 3 clusters Score -2066911 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2067455.875000 Penalty: 4872.521484
	Iteration 2F: 3 clusters Score -2067456 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2067924.250000 Penalty: 4872.521484
	Iteration 3F: 3 clusters Score -2067924 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2068373.375000 Penalty: 4872.521484
	Iteration 4F: 3 clusters Score -2068373 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2068812.125000 Penalty: 4872.521484
	Iteration 5Q: 3 clusters Score -2068812 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -2069206.500000 Penalty: 4872.521484
	Iteration 6Q: 3 clusters Score -2069206 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2069550.375000 Penalty: 4872.521484
	Iteration 7Q: 3 clusters Score -2069550 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -2069876.750000 Penalty: 4872.521484
	Iteration 8Q: 3 clusters Score -2069877 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2070188.375000 Penalty: 4872.521484
	Iteration 9Q: 3 clusters Score -2070188 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2070483.500000 Penalty: 4872.521484
	Iteration 10Q: 3 clusters Score -2070484 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2070734.375000 Penalty: 4872.521484
	Iteration 11Q: 3 clusters Score -2070734 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -2070978.500000 Penalty: 4872.521484
	Iteration 12Q: 3 clusters Score -2070978 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 11964 members 
Entering Unmasked Estep 
Score: -2071202.750000 Penalty: 4872.521484
	Iteration 13Q: 3 clusters Score -2071203 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2071419.375000 Penalty: 4872.521484
	Iteration 14Q: 3 clusters Score -2071419 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2071625.625000 Penalty: 4872.521484
	Iteration 15Q: 3 clusters Score -2071626 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2071842.625000 Penalty: 4872.521484
	Iteration 16Q: 3 clusters Score -2071843 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -2072042.375000 Penalty: 4872.521484
	Iteration 17Q: 3 clusters Score -2072042 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -2072203.125000 Penalty: 4872.521484
	Iteration 18Q: 3 clusters Score -2072203 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -2072339.375000 Penalty: 4872.521484
	Iteration 19Q: 3 clusters Score -2072339 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -2072448.500000 Penalty: 4872.521484
	Iteration 20F: 3 clusters Score -2072448 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2072529.125000 Penalty: 4872.521484
	Iteration 21Q: 3 clusters Score -2072529 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2072589.125000 Penalty: 4872.521484
	Iteration 22Q: 3 clusters Score -2072589 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -2072618.625000 Penalty: 4872.521484
	Iteration 23Q: 3 clusters Score -2072619 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2072659.250000 Penalty: 4872.521484
	Iteration 24Q: 3 clusters Score -2072659 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2072690.500000 Penalty: 4872.521484
	Iteration 25Q: 3 clusters Score -2072690 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 13166 members 
Entering Unmasked Estep 
Score: -2072731.750000 Penalty: 4872.521484
	Iteration 26Q: 3 clusters Score -2072732 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -2072763.250000 Penalty: 4872.521484
	Iteration 27Q: 3 clusters Score -2072763 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2072800.125000 Penalty: 4872.521484
	Iteration 28Q: 3 clusters Score -2072800 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -2072835.625000 Penalty: 4872.521484
	Iteration 29Q: 3 clusters Score -2072836 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2072857.250000 Penalty: 4872.521484
	Iteration 30Q: 3 clusters Score -2072857 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -2072885.500000 Penalty: 4872.521484
	Iteration 31Q: 3 clusters Score -2072886 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2072905.375000 Penalty: 4872.521484
	Iteration 32Q: 3 clusters Score -2072905 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -2072914.125000 Penalty: 4872.521484
	Iteration 33Q: 3 clusters Score -2072914 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2072934.500000 Penalty: 4872.521484
	Iteration 34Q: 3 clusters Score -2072934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -2072954.875000 Penalty: 4872.521484
	Iteration 35Q: 3 clusters Score -2072955 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2072969.750000 Penalty: 4872.521484
	Iteration 36Q: 3 clusters Score -2072970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2072986.125000 Penalty: 4872.521484
	Iteration 37Q: 3 clusters Score -2072986 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2072997.125000 Penalty: 4872.521484
	Iteration 38Q: 3 clusters Score -2072997 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2073007.125000 Penalty: 4872.521484
	Iteration 39Q: 3 clusters Score -2073007 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2073014.625000 Penalty: 4872.521484
	Iteration 40F: 3 clusters Score -2073015 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -2073026.625000 Penalty: 4872.521484
	Iteration 41Q: 3 clusters Score -2073027 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 14367 members 
Entering Unmasked Estep 
Score: -2073045.750000 Penalty: 4872.521484
	Iteration 42Q: 3 clusters Score -2073046 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -2073058.875000 Penalty: 4872.521484
	Iteration 43Q: 3 clusters Score -2073059 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2073068.750000 Penalty: 4872.521484
	Iteration 44Q: 3 clusters Score -2073069 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2073083.125000 Penalty: 4872.521484
	Iteration 45Q: 3 clusters Score -2073083 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -2073100.125000 Penalty: 4872.521484
	Iteration 46Q: 3 clusters Score -2073100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2073097.875000 Penalty: 4872.521484
	Iteration 47Q: 3 clusters Score -2073098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -2073103.000000 Penalty: 4872.521484
	Iteration 48Q: 3 clusters Score -2073103 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -2073108.000000 Penalty: 4872.521484
	Iteration 49Q: 3 clusters Score -2073108 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -2073115.375000 Penalty: 4872.521484
	Iteration 50Q: 3 clusters Score -2073115 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 14769 members 
Entering Unmasked Estep 
Score: -2073123.500000 Penalty: 4872.521484
	Iteration 51Q: 3 clusters Score -2073124 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 14806 members 
Entering Unmasked Estep 
Score: -2073129.750000 Penalty: 4872.521484
	Iteration 52Q: 3 clusters Score -2073130 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2073138.375000 Penalty: 4872.521484
	Iteration 53Q: 3 clusters Score -2073138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -2073146.250000 Penalty: 4872.521484
	Iteration 54Q: 3 clusters Score -2073146 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2073145.750000 Penalty: 4872.521484
	Iteration 55Q: 3 clusters Score -2073146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -2073146.000000 Penalty: 4872.521484
	Iteration 56Q: 3 clusters Score -2073146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -2073146.000000 Penalty: 4872.521484
	Iteration 57Q: 3 clusters Score -2073146 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 14953 members 
Entering Unmasked Estep 
Score: -2073148.625000 Penalty: 4872.521484
	Iteration 58Q: 3 clusters Score -2073149 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 14966 members 
Entering Unmasked Estep 
Score: -2073152.250000 Penalty: 4872.521484
	Iteration 59Q: 3 clusters Score -2073152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2073155.375000 Penalty: 4872.521484
	Iteration 60F: 3 clusters Score -2073155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2073157.750000 Penalty: 4872.521484
	Iteration 61Q: 3 clusters Score -2073158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2073162.000000 Penalty: 4872.521484
	Iteration 62Q: 3 clusters Score -2073162 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -2073157.250000 Penalty: 4872.521484
	Iteration 63Q: 3 clusters Score -2073157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2073160.250000 Penalty: 4872.521484
	Iteration 64Q: 3 clusters Score -2073160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 15035 members 
Entering Unmasked Estep 
Score: -2073158.500000 Penalty: 4872.521484
	Iteration 65Q: 3 clusters Score -2073158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -2073164.000000 Penalty: 4872.521484
	Iteration 66Q: 3 clusters Score -2073164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2073169.375000 Penalty: 4872.521484
	Iteration 67Q: 3 clusters Score -2073169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2073169.750000 Penalty: 4872.521484
	Iteration 68Q: 3 clusters Score -2073170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 15089 members 
Entering Unmasked Estep 
Score: -2073170.500000 Penalty: 4872.521484
	Iteration 69Q: 3 clusters Score -2073170 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -2073170.250000 Penalty: 4872.521484
	Iteration 70Q: 3 clusters Score -2073170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2073176.625000 Penalty: 4872.521484
	Iteration 71Q: 3 clusters Score -2073177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2073177.625000 Penalty: 4872.521484
	Iteration 72Q: 3 clusters Score -2073178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -2073178.875000 Penalty: 4872.521484
	Iteration 73Q: 3 clusters Score -2073179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -2073189.500000 Penalty: 4872.521484
	Iteration 74Q: 3 clusters Score -2073190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2073190.625000 Penalty: 4872.521484
	Iteration 75Q: 3 clusters Score -2073191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2073187.875000 Penalty: 4872.521484
	Iteration 76Q: 3 clusters Score -2073188 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 15225 members 
Entering Unmasked Estep 
Score: -2073187.375000 Penalty: 4872.521484
	Iteration 77Q: 3 clusters Score -2073187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 15239 members 
Entering Unmasked Estep 
Score: -2073190.875000 Penalty: 4872.521484
	Iteration 78Q: 3 clusters Score -2073191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2073195.375000 Penalty: 4872.521484
	Iteration 79Q: 3 clusters Score -2073195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 15267 members 
Entering Unmasked Estep 
Score: -2073200.750000 Penalty: 4872.521484
	Iteration 80F: 3 clusters Score -2073201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2073207.125000 Penalty: 4872.521484
	Iteration 81Q: 3 clusters Score -2073207 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -2073213.125000 Penalty: 4872.521484
	Iteration 82Q: 3 clusters Score -2073213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2073211.750000 Penalty: 4872.521484
	Iteration 83Q: 3 clusters Score -2073212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 15352 members 
Entering Unmasked Estep 
Score: -2073216.000000 Penalty: 4872.521484
	Iteration 84Q: 3 clusters Score -2073216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -2073217.250000 Penalty: 4872.521484
	Iteration 85Q: 3 clusters Score -2073217 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -2073226.875000 Penalty: 4872.521484
	Iteration 86Q: 3 clusters Score -2073227 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -2073233.250000 Penalty: 4872.521484
	Iteration 87Q: 3 clusters Score -2073233 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -2073235.750000 Penalty: 4872.521484
	Iteration 88Q: 3 clusters Score -2073236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -2073237.625000 Penalty: 4872.521484
	Iteration 89Q: 3 clusters Score -2073238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2073246.250000 Penalty: 4872.521484
	Iteration 90Q: 3 clusters Score -2073246 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2073253.875000 Penalty: 4872.521484
	Iteration 91Q: 3 clusters Score -2073254 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2073259.500000 Penalty: 4872.521484
	Iteration 92Q: 3 clusters Score -2073260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -2073265.750000 Penalty: 4872.521484
	Iteration 93Q: 3 clusters Score -2073266 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -2073264.375000 Penalty: 4872.521484
	Iteration 94Q: 3 clusters Score -2073264 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2073268.375000 Penalty: 4872.521484
	Iteration 95Q: 3 clusters Score -2073268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2073272.000000 Penalty: 4872.521484
	Iteration 96Q: 3 clusters Score -2073272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2073275.375000 Penalty: 4872.521484
	Iteration 97Q: 3 clusters Score -2073275 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2073274.375000 Penalty: 4872.521484
	Iteration 98Q: 3 clusters Score -2073274 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2073277.875000 Penalty: 4872.521484
	Iteration 99Q: 3 clusters Score -2073278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -2073276.500000 Penalty: 4872.521484
	Iteration 100F: 3 clusters Score -2073276 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2073286.500000 Penalty: 4872.521484
	Iteration 101Q: 3 clusters Score -2073286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2073292.750000 Penalty: 4872.521484
	Iteration 102Q: 3 clusters Score -2073293 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -2073299.750000 Penalty: 4872.521484
	Iteration 103Q: 3 clusters Score -2073300 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -2073298.750000 Penalty: 4872.521484
	Iteration 104Q: 3 clusters Score -2073299 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -2073303.875000 Penalty: 4872.521484
	Iteration 105Q: 3 clusters Score -2073304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2073312.500000 Penalty: 4872.521484
	Iteration 106Q: 3 clusters Score -2073312 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2073322.125000 Penalty: 4872.521484
	Iteration 107Q: 3 clusters Score -2073322 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2073331.125000 Penalty: 4872.521484
	Iteration 108Q: 3 clusters Score -2073331 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2073332.125000 Penalty: 4872.521484
	Iteration 109Q: 3 clusters Score -2073332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 15967 members 
Entering Unmasked Estep 
Score: -2073345.125000 Penalty: 4872.521484
	Iteration 110Q: 3 clusters Score -2073345 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2073354.250000 Penalty: 4872.521484
	Iteration 111Q: 3 clusters Score -2073354 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2073358.000000 Penalty: 4872.521484
	Iteration 112Q: 3 clusters Score -2073358 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2073364.500000 Penalty: 4872.521484
	Iteration 113Q: 3 clusters Score -2073364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -2073378.250000 Penalty: 4872.521484
	Iteration 114Q: 3 clusters Score -2073378 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2073383.125000 Penalty: 4872.521484
	Iteration 115Q: 3 clusters Score -2073383 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2073393.125000 Penalty: 4872.521484
	Iteration 116Q: 3 clusters Score -2073393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2073397.000000 Penalty: 4872.521484
	Iteration 117Q: 3 clusters Score -2073397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -2073405.750000 Penalty: 4872.521484
	Iteration 118Q: 3 clusters Score -2073406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2073414.500000 Penalty: 4872.521484
	Iteration 119Q: 3 clusters Score -2073414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -2073424.625000 Penalty: 4872.521484
	Iteration 120F: 3 clusters Score -2073425 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -2073430.875000 Penalty: 4872.521484
	Iteration 121Q: 3 clusters Score -2073431 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2073439.625000 Penalty: 4872.521484
	Iteration 122Q: 3 clusters Score -2073440 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -2073440.500000 Penalty: 4872.521484
	Iteration 123Q: 3 clusters Score -2073440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 16379 members 
Entering Unmasked Estep 
Score: -2073448.250000 Penalty: 4872.521484
	Iteration 124Q: 3 clusters Score -2073448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2073452.500000 Penalty: 4872.521484
	Iteration 125Q: 3 clusters Score -2073452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 16415 members 
Entering Unmasked Estep 
Score: -2073455.750000 Penalty: 4872.521484
	Iteration 126Q: 3 clusters Score -2073456 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2073460.750000 Penalty: 4872.521484
	Iteration 127Q: 3 clusters Score -2073461 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2073464.000000 Penalty: 4872.521484
	Iteration 128Q: 3 clusters Score -2073464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2073471.750000 Penalty: 4872.521484
	Iteration 129Q: 3 clusters Score -2073472 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2073481.125000 Penalty: 4872.521484
	Iteration 130Q: 3 clusters Score -2073481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2073483.500000 Penalty: 4872.521484
	Iteration 131Q: 3 clusters Score -2073484 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2073488.125000 Penalty: 4872.521484
	Iteration 132Q: 3 clusters Score -2073488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2073498.625000 Penalty: 4872.521484
	Iteration 133Q: 3 clusters Score -2073499 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2073517.625000 Penalty: 4872.521484
	Iteration 134Q: 3 clusters Score -2073518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -2073533.000000 Penalty: 4872.521484
	Iteration 135Q: 3 clusters Score -2073533 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -2073552.500000 Penalty: 4872.521484
	Iteration 136Q: 3 clusters Score -2073552 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2073568.375000 Penalty: 4872.521484
	Iteration 137Q: 3 clusters Score -2073568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2073583.625000 Penalty: 4872.521484
	Iteration 138Q: 3 clusters Score -2073584 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2073603.625000 Penalty: 4872.521484
	Iteration 139Q: 3 clusters Score -2073604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -2073623.625000 Penalty: 4872.521484
	Iteration 140F: 3 clusters Score -2073624 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -2073637.250000 Penalty: 4872.521484
	Iteration 141Q: 3 clusters Score -2073637 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -2073658.875000 Penalty: 4872.521484
	Iteration 142Q: 3 clusters Score -2073659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2073669.125000 Penalty: 4872.521484
	Iteration 143Q: 3 clusters Score -2073669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2073688.250000 Penalty: 4872.521484
	Iteration 144Q: 3 clusters Score -2073688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2073690.375000 Penalty: 4872.521484
	Iteration 145Q: 3 clusters Score -2073690 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2073696.500000 Penalty: 4872.521484
	Iteration 146Q: 3 clusters Score -2073696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2073708.125000 Penalty: 4872.521484
	Iteration 147Q: 3 clusters Score -2073708 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -2073719.500000 Penalty: 4872.521484
	Iteration 148Q: 3 clusters Score -2073720 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2073729.750000 Penalty: 4872.521484
	Iteration 149Q: 3 clusters Score -2073730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2073740.875000 Penalty: 4872.521484
	Iteration 150Q: 3 clusters Score -2073741 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -2073744.125000 Penalty: 4872.521484
	Iteration 151Q: 3 clusters Score -2073744 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2073750.750000 Penalty: 4872.521484
	Iteration 152Q: 3 clusters Score -2073751 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2073760.625000 Penalty: 4872.521484
	Iteration 153Q: 3 clusters Score -2073761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2073765.125000 Penalty: 4872.521484
	Iteration 154Q: 3 clusters Score -2073765 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -2073771.500000 Penalty: 4872.521484
	Iteration 155Q: 3 clusters Score -2073772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2073778.750000 Penalty: 4872.521484
	Iteration 156Q: 3 clusters Score -2073779 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2073783.125000 Penalty: 4872.521484
	Iteration 157Q: 3 clusters Score -2073783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2073782.000000 Penalty: 4872.521484
	Iteration 158Q: 3 clusters Score -2073782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2073786.250000 Penalty: 4872.521484
	Iteration 159Q: 3 clusters Score -2073786 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2073792.250000 Penalty: 4872.521484
	Iteration 160F: 3 clusters Score -2073792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -2073789.500000 Penalty: 4872.521484
	Iteration 161Q: 3 clusters Score -2073790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2073791.250000 Penalty: 4872.521484
	Iteration 162Q: 3 clusters Score -2073791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2073793.000000 Penalty: 4872.521484
	Iteration 163Q: 3 clusters Score -2073793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2073793.875000 Penalty: 4872.521484
	Iteration 164Q: 3 clusters Score -2073794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2073796.750000 Penalty: 4872.521484
	Iteration 165Q: 3 clusters Score -2073797 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2073797.750000 Penalty: 4872.521484
	Iteration 166Q: 3 clusters Score -2073798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2073800.375000 Penalty: 4872.521484
	Iteration 167Q: 3 clusters Score -2073800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2073808.375000 Penalty: 4872.521484
	Iteration 168Q: 3 clusters Score -2073808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -2073813.875000 Penalty: 4872.521484
	Iteration 169Q: 3 clusters Score -2073814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2073820.125000 Penalty: 4872.521484
	Iteration 170Q: 3 clusters Score -2073820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2073821.750000 Penalty: 4872.521484
	Iteration 171Q: 3 clusters Score -2073822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2073824.625000 Penalty: 4872.521484
	Iteration 172Q: 3 clusters Score -2073825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2073827.375000 Penalty: 4872.521484
	Iteration 173Q: 3 clusters Score -2073827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2073823.500000 Penalty: 4872.521484
	Iteration 174Q: 3 clusters Score -2073824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -2073825.750000 Penalty: 4872.521484
	Iteration 175Q: 3 clusters Score -2073826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -2073824.375000 Penalty: 4872.521484
	Iteration 176Q: 3 clusters Score -2073824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -2073827.625000 Penalty: 4872.521484
	Iteration 177Q: 3 clusters Score -2073828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2073828.250000 Penalty: 4872.521484
	Iteration 178Q: 3 clusters Score -2073828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2073826.625000 Penalty: 4872.521484
	Iteration 179Q: 3 clusters Score -2073827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2073826.625000 Penalty: 4872.521484
	Iteration 180F: 3 clusters Score -2073827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39647 members 
Entering Unmasked Estep 
Score: -4467487.500000 Penalty: 2625.767090
	Iteration 0F: 2 clusters Score -4467488 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4440591.000000 Penalty: 5251.534180
	Iteration 0F: 3 clusters Score -4440591 nChanged 18080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 19580 members 
Entering Unmasked Estep 
Score: -4450410.500000 Penalty: 5251.534180
	Iteration 1F: 3 clusters Score -4450410 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20027 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -4450954.500000 Penalty: 5251.534180
	Iteration 2Q: 3 clusters Score -4450954 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 19732 members 
Entering Unmasked Estep 
Score: -4451638.000000 Penalty: 5251.534180
	Iteration 3Q: 3 clusters Score -4451638 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 20013 members 
Entering Unmasked Estep 
Score: -4452581.000000 Penalty: 5251.534180
	Iteration 4Q: 3 clusters Score -4452581 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4453835.500000 Penalty: 5251.534180
	Iteration 5F: 3 clusters Score -4453836 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -4455133.000000 Penalty: 5251.534180
	Iteration 6F: 3 clusters Score -4455133 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17201 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -4456381.500000 Penalty: 5251.534180
	Iteration 7F: 3 clusters Score -4456382 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -4457579.000000 Penalty: 5251.534180
	Iteration 8F: 3 clusters Score -4457579 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -4458703.000000 Penalty: 5251.534180
	Iteration 9F: 3 clusters Score -4458703 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -4459656.000000 Penalty: 5251.534180
	Iteration 10Q: 3 clusters Score -4459656 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -4460600.000000 Penalty: 5251.534180
	Iteration 11Q: 3 clusters Score -4460600 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 29917 members 
Entering Unmasked Estep 
Score: -4461610.500000 Penalty: 5251.534180
	Iteration 12Q: 3 clusters Score -4461610 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 31556 members 
Entering Unmasked Estep 
Score: -4462772.000000 Penalty: 5251.534180
	Iteration 13Q: 3 clusters Score -4462772 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -4464116.000000 Penalty: 5251.534180
	Iteration 14Q: 3 clusters Score -4464116 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 34664 members 
Entering Unmasked Estep 
Score: -4465325.500000 Penalty: 5251.534180
	Iteration 15Q: 3 clusters Score -4465326 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 35732 members 
Entering Unmasked Estep 
Score: -4466139.000000 Penalty: 5251.534180
	Iteration 16Q: 3 clusters Score -4466139 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -4466644.000000 Penalty: 5251.534180
	Iteration 17Q: 3 clusters Score -4466644 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -4466952.500000 Penalty: 5251.534180
	Iteration 18Q: 3 clusters Score -4466952 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 37324 members 
Entering Unmasked Estep 
Score: -4467145.500000 Penalty: 5251.534180
	Iteration 19Q: 3 clusters Score -4467146 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -4467283.000000 Penalty: 5251.534180
	Iteration 20F: 3 clusters Score -4467283 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -4467361.500000 Penalty: 5251.534180
	Iteration 21Q: 3 clusters Score -4467362 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 37850 members 
Entering Unmasked Estep 
Score: -4467394.000000 Penalty: 5251.534180
	Iteration 22Q: 3 clusters Score -4467394 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 37929 members 
Entering Unmasked Estep 
Score: -4467418.000000 Penalty: 5251.534180
	Iteration 23Q: 3 clusters Score -4467418 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -4467444.000000 Penalty: 5251.534180
	Iteration 24Q: 3 clusters Score -4467444 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -4467464.500000 Penalty: 5251.534180
	Iteration 25Q: 3 clusters Score -4467464 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 38072 members 
Entering Unmasked Estep 
Score: -4467478.000000 Penalty: 5251.534180
	Iteration 26Q: 3 clusters Score -4467478 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 38087 members 
Entering Unmasked Estep 
Score: -4467474.000000 Penalty: 5251.534180
	Iteration 27Q: 3 clusters Score -4467474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 38095 members 
Entering Unmasked Estep 
Score: -4467476.500000 Penalty: 5251.534180
	Iteration 28Q: 3 clusters Score -4467476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
Score: -4467477.500000 Penalty: 5251.534180
	Iteration 29Q: 3 clusters Score -4467478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 38106 members 
Entering Unmasked Estep 
Score: -4467479.000000 Penalty: 5251.534180
	Iteration 30Q: 3 clusters Score -4467479 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -4467474.000000 Penalty: 5251.534180
	Iteration 31Q: 3 clusters Score -4467474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -4467477.500000 Penalty: 5251.534180
	Iteration 32Q: 3 clusters Score -4467478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4467480.000000 Penalty: 5251.534180
	Iteration 33Q: 3 clusters Score -4467480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4467480.000000 Penalty: 5251.534180
	Iteration 34Q: 3 clusters Score -4467480 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4467479.000000 Penalty: 5251.534180
	Iteration 35Q: 3 clusters Score -4467479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -4467484.000000 Penalty: 5251.534180
	Iteration 36Q: 3 clusters Score -4467484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -4467481.500000 Penalty: 5251.534180
	Iteration 37Q: 3 clusters Score -4467482 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4467486.500000 Penalty: 5251.534180
	Iteration 38Q: 3 clusters Score -4467486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 38129 members 
Entering Unmasked Estep 
Score: -4467481.500000 Penalty: 5251.534180
	Iteration 39Q: 3 clusters Score -4467482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -4467478.000000 Penalty: 5251.534180
	Iteration 40F: 3 clusters Score -4467478 nChanged 0
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: -528489.875000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -528489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -523325.531250 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -523325.5 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -524802.875000 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -524802.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -525217.250000 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -525217.2 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -525681.250000 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -525681.2 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -526259.187500 Penalty: 4330.262207
	Iteration 4F: 3 clusters Score -526259.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -526893.000000 Penalty: 4330.262207
	Iteration 5F: 3 clusters Score -526893 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -527423.937500 Penalty: 4330.262207
	Iteration 6F: 3 clusters Score -527423.9 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -527881.125000 Penalty: 4330.262207
	Iteration 7F: 3 clusters Score -527881.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -528257.250000 Penalty: 4330.262207
	Iteration 8F: 3 clusters Score -528257.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -528530.750000 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -528530.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -528676.750000 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -528676.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -528771.500000 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -528771.5 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -528823.812500 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -528823.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -528861.437500 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -528861.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -528892.812500 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -528892.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -528915.562500 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -528915.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -528929.875000 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -528929.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -528942.062500 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -528942.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -528949.750000 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -528949.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -528954.750000 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -528954.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -528958.750000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -528958.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -528961.625000 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -528961.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -528962.750000 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -528962.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -528964.500000 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -528964.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -528967.187500 Penalty: 4330.262207
	Iteration 24Q: 3 clusters Score -528967.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -528969.750000 Penalty: 4330.262207
	Iteration 25Q: 3 clusters Score -528969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -528969.625000 Penalty: 4330.262207
	Iteration 26Q: 3 clusters Score -528969.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -528970.125000 Penalty: 4330.262207
	Iteration 27Q: 3 clusters Score -528970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -528970.812500 Penalty: 4330.262207
	Iteration 28Q: 3 clusters Score -528970.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -528971.812500 Penalty: 4330.262207
	Iteration 29Q: 3 clusters Score -528971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -528973.625000 Penalty: 4330.262207
	Iteration 30Q: 3 clusters Score -528973.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -528973.875000 Penalty: 4330.262207
	Iteration 31Q: 3 clusters Score -528973.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -528973.562500 Penalty: 4330.262207
	Iteration 32Q: 3 clusters Score -528973.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -528972.875000 Penalty: 4330.262207
	Iteration 33Q: 3 clusters Score -528972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -528972.875000 Penalty: 4330.262207
	Iteration 34F: 3 clusters Score -528972.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 26299 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57251 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238856 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39647 members 
Mstep: Class 13 contains 5073 members 
Mstep: Class 14 contains 208657 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37960 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 78996 members 
Mstep: Class 19 contains 11957 members 
Mstep: Class 20 contains 317657 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19298 members 
Mstep: Class 26 contains 196993 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 1115 members 
Entering Unmasked Estep 
Score: -161425968.000000 Penalty: 101876.304688
Splitting cluster 13 changes total score from -161426960.000000 to -161425968.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (208657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208657 members 
Entering Unmasked Estep 
Score: -24671066.000000 Penalty: 3037.614990
	Iteration 0F: 2 clusters Score -2.467107e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104207 members 
Mstep: Class 2 contains 104450 members 
Entering Unmasked Estep 
Score: -24537524.000000 Penalty: 6075.229980
	Iteration 0F: 3 clusters Score -2.453752e+07 nChanged 100389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100696 members 
Mstep: Class 2 contains 107961 members 
Entering Unmasked Estep 
Score: -24596758.000000 Penalty: 6075.229980
	Iteration 1F: 3 clusters Score -2.459676e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98427 members 
Mstep: Class 2 contains 110230 members 
Entering Unmasked Estep 
Score: -24598310.000000 Penalty: 6075.229980
	Iteration 2Q: 3 clusters Score -2.459831e+07 nChanged 6962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94897 members 
Mstep: Class 2 contains 113760 members 
Entering Unmasked Estep 
Score: -24600222.000000 Penalty: 6075.229980
	Iteration 3Q: 3 clusters Score -2.460022e+07 nChanged 8238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89727 members 
Mstep: Class 2 contains 118930 members 
Entering Unmasked Estep 
Score: -24603016.000000 Penalty: 6075.229980
	Iteration 4Q: 3 clusters Score -2.460302e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81973 members 
Mstep: Class 2 contains 126684 members 
Entering Unmasked Estep 
Score: -24607810.000000 Penalty: 6075.229980
	Iteration 5Q: 3 clusters Score -2.460781e+07 nChanged 12754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71485 members 
Mstep: Class 2 contains 137172 members 
Entering Unmasked Estep 
Score: -24616092.000000 Penalty: 6075.229980
	Iteration 6F: 3 clusters Score -2.461609e+07 nChanged 15159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58418 members 
Mstep: Class 2 contains 150239 members 
Entering Unmasked Estep 
Score: -24628036.000000 Penalty: 6075.229980
	Iteration 7F: 3 clusters Score -2.462804e+07 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 163649 members 
Entering Unmasked Estep 
Score: -24641254.000000 Penalty: 6075.229980
	Iteration 8F: 3 clusters Score -2.464125e+07 nChanged 12630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 174511 members 
Entering Unmasked Estep 
Score: -24651840.000000 Penalty: 6075.229980
	Iteration 9F: 3 clusters Score -2.465184e+07 nChanged 8640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 181575 members 
Entering Unmasked Estep 
Score: -24658436.000000 Penalty: 6075.229980
	Iteration 10Q: 3 clusters Score -2.465844e+07 nChanged 5584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22552 members 
Mstep: Class 2 contains 186105 members 
Entering Unmasked Estep 
Score: -24661966.000000 Penalty: 6075.229980
	Iteration 11Q: 3 clusters Score -2.466197e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 189429 members 
Entering Unmasked Estep 
Score: -24663762.000000 Penalty: 6075.229980
	Iteration 12Q: 3 clusters Score -2.466376e+07 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 192206 members 
Entering Unmasked Estep 
Score: -24664794.000000 Penalty: 6075.229980
	Iteration 13Q: 3 clusters Score -2.466479e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 194651 members 
Entering Unmasked Estep 
Score: -24665558.000000 Penalty: 6075.229980
	Iteration 14Q: 3 clusters Score -2.466556e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 196728 members 
Entering Unmasked Estep 
Score: -24666110.000000 Penalty: 6075.229980
	Iteration 15Q: 3 clusters Score -2.466611e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 198562 members 
Entering Unmasked Estep 
Score: -24666680.000000 Penalty: 6075.229980
	Iteration 16Q: 3 clusters Score -2.466668e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 200062 members 
Entering Unmasked Estep 
Score: -24667176.000000 Penalty: 6075.229980
	Iteration 17Q: 3 clusters Score -2.466718e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 201282 members 
Entering Unmasked Estep 
Score: -24667526.000000 Penalty: 6075.229980
	Iteration 18Q: 3 clusters Score -2.466753e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 202314 members 
Entering Unmasked Estep 
Score: -24667864.000000 Penalty: 6075.229980
	Iteration 19Q: 3 clusters Score -2.466786e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 203148 members 
Entering Unmasked Estep 
Score: -24667996.000000 Penalty: 6075.229980
	Iteration 20F: 3 clusters Score -2.4668e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 203863 members 
Entering Unmasked Estep 
Score: -24668198.000000 Penalty: 6075.229980
	Iteration 21Q: 3 clusters Score -2.46682e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 204461 members 
Entering Unmasked Estep 
Score: -24668298.000000 Penalty: 6075.229980
	Iteration 22Q: 3 clusters Score -2.46683e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 204925 members 
Entering Unmasked Estep 
Score: -24668356.000000 Penalty: 6075.229980
	Iteration 23Q: 3 clusters Score -2.466836e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 205302 members 
Entering Unmasked Estep 
Score: -24668454.000000 Penalty: 6075.229980
	Iteration 24Q: 3 clusters Score -2.466845e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 205626 members 
Entering Unmasked Estep 
Score: -24668648.000000 Penalty: 6075.229980
	Iteration 25Q: 3 clusters Score -2.466865e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 205884 members 
Entering Unmasked Estep 
Score: -24668690.000000 Penalty: 6075.229980
	Iteration 26Q: 3 clusters Score -2.466869e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 206087 members 
Entering Unmasked Estep 
Score: -24668778.000000 Penalty: 6075.229980
	Iteration 27Q: 3 clusters Score -2.466878e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 206276 members 
Entering Unmasked Estep 
Score: -24668846.000000 Penalty: 6075.229980
	Iteration 28Q: 3 clusters Score -2.466885e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 206404 members 
Entering Unmasked Estep 
Score: -24668852.000000 Penalty: 6075.229980
	Iteration 29Q: 3 clusters Score -2.466885e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 206514 members 
Entering Unmasked Estep 
Score: -24668852.000000 Penalty: 6075.229980
	Iteration 30Q: 3 clusters Score -2.466885e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 206601 members 
Entering Unmasked Estep 
Score: -24668912.000000 Penalty: 6075.229980
	Iteration 31Q: 3 clusters Score -2.466891e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 206675 members 
Entering Unmasked Estep 
Score: -24668964.000000 Penalty: 6075.229980
	Iteration 32Q: 3 clusters Score -2.466896e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 206734 members 
Entering Unmasked Estep 
Score: -24668994.000000 Penalty: 6075.229980
	Iteration 33Q: 3 clusters Score -2.466899e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 206782 members 
Entering Unmasked Estep 
Score: -24669006.000000 Penalty: 6075.229980
	Iteration 34Q: 3 clusters Score -2.466901e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 206825 members 
Entering Unmasked Estep 
Score: -24669024.000000 Penalty: 6075.229980
	Iteration 35Q: 3 clusters Score -2.466902e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 206858 members 
Entering Unmasked Estep 
Score: -24668994.000000 Penalty: 6075.229980
	Iteration 36Q: 3 clusters Score -2.466899e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 206885 members 
Entering Unmasked Estep 
Score: -24669024.000000 Penalty: 6075.229980
	Iteration 37Q: 3 clusters Score -2.466902e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 206904 members 
Entering Unmasked Estep 
Score: -24669022.000000 Penalty: 6075.229980
	Iteration 38Q: 3 clusters Score -2.466902e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 206923 members 
Entering Unmasked Estep 
Score: -24669036.000000 Penalty: 6075.229980
	Iteration 39Q: 3 clusters Score -2.466904e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 206941 members 
Entering Unmasked Estep 
Score: -24669032.000000 Penalty: 6075.229980
	Iteration 40F: 3 clusters Score -2.466903e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 206961 members 
Entering Unmasked Estep 
Score: -24669054.000000 Penalty: 6075.229980
	Iteration 41Q: 3 clusters Score -2.466905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 206975 members 
Entering Unmasked Estep 
Score: -24669034.000000 Penalty: 6075.229980
	Iteration 42Q: 3 clusters Score -2.466903e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 206982 members 
Entering Unmasked Estep 
Score: -24669048.000000 Penalty: 6075.229980
	Iteration 43Q: 3 clusters Score -2.466905e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 206990 members 
Entering Unmasked Estep 
Score: -24669062.000000 Penalty: 6075.229980
	Iteration 44Q: 3 clusters Score -2.466906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 206998 members 
Entering Unmasked Estep 
Score: -24669062.000000 Penalty: 6075.229980
	Iteration 45Q: 3 clusters Score -2.466906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 207004 members 
Entering Unmasked Estep 
Score: -24669064.000000 Penalty: 6075.229980
	Iteration 46Q: 3 clusters Score -2.466906e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 207010 members 
Entering Unmasked Estep 
Score: -24669058.000000 Penalty: 6075.229980
	Iteration 47Q: 3 clusters Score -2.466906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 207015 members 
Entering Unmasked Estep 
Score: -24669068.000000 Penalty: 6075.229980
	Iteration 48Q: 3 clusters Score -2.466907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 207021 members 
Entering Unmasked Estep 
Score: -24669064.000000 Penalty: 6075.229980
	Iteration 49Q: 3 clusters Score -2.466906e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 207032 members 
Entering Unmasked Estep 
Score: -24669040.000000 Penalty: 6075.229980
	Iteration 50Q: 3 clusters Score -2.466904e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 207037 members 
Entering Unmasked Estep 
Score: -24669062.000000 Penalty: 6075.229980
	Iteration 51Q: 3 clusters Score -2.466906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 207043 members 
Entering Unmasked Estep 
Score: -24669068.000000 Penalty: 6075.229980
	Iteration 52Q: 3 clusters Score -2.466907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 207047 members 
Entering Unmasked Estep 
Score: -24669080.000000 Penalty: 6075.229980
	Iteration 53Q: 3 clusters Score -2.466908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 207050 members 
Entering Unmasked Estep 
Score: -24669058.000000 Penalty: 6075.229980
	Iteration 54Q: 3 clusters Score -2.466906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 207054 members 
Entering Unmasked Estep 
Score: -24669050.000000 Penalty: 6075.229980
	Iteration 55Q: 3 clusters Score -2.466905e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 207056 members 
Entering Unmasked Estep 
Score: -24669050.000000 Penalty: 6075.229980
	Iteration 56Q: 3 clusters Score -2.466905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 207058 members 
Entering Unmasked Estep 
Score: -24669048.000000 Penalty: 6075.229980
	Iteration 57Q: 3 clusters Score -2.466905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 207059 members 
Entering Unmasked Estep 
Score: -24669052.000000 Penalty: 6075.229980
	Iteration 58Q: 3 clusters Score -2.466905e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 207061 members 
Entering Unmasked Estep 
Score: -24669052.000000 Penalty: 6075.229980
	Iteration 59Q: 3 clusters Score -2.466905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 207060 members 
Entering Unmasked Estep 
Score: -24669048.000000 Penalty: 6075.229980
	Iteration 60F: 3 clusters Score -2.466905e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Entering Unmasked Estep 
Score: -1689129.125000 Penalty: 2390.391602
	Iteration 0F: 2 clusters Score -1689129 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1678066.375000 Penalty: 4780.783203
	Iteration 0F: 3 clusters Score -1678066 nChanged 6639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7972 members 
Entering Unmasked Estep 
Score: -1681768.750000 Penalty: 4780.783203
	Iteration 1F: 3 clusters Score -1681769 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1682146.125000 Penalty: 4780.783203
	Iteration 2F: 3 clusters Score -1682146 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1682420.125000 Penalty: 4780.783203
	Iteration 3Q: 3 clusters Score -1682420 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1682638.000000 Penalty: 4780.783203
	Iteration 4Q: 3 clusters Score -1682638 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1682807.375000 Penalty: 4780.783203
	Iteration 5Q: 3 clusters Score -1682807 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6703 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1682990.000000 Penalty: 4780.783203
	Iteration 6Q: 3 clusters Score -1682990 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1683205.625000 Penalty: 4780.783203
	Iteration 7Q: 3 clusters Score -1683206 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1683443.000000 Penalty: 4780.783203
	Iteration 8Q: 3 clusters Score -1683443 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1683721.875000 Penalty: 4780.783203
	Iteration 9Q: 3 clusters Score -1683722 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -1684069.500000 Penalty: 4780.783203
	Iteration 10Q: 3 clusters Score -1684070 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -1684453.000000 Penalty: 4780.783203
	Iteration 11Q: 3 clusters Score -1684453 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1684824.000000 Penalty: 4780.783203
	Iteration 12Q: 3 clusters Score -1684824 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 10054 members 
Entering Unmasked Estep 
Score: -1685152.250000 Penalty: 4780.783203
	Iteration 13Q: 3 clusters Score -1685152 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1685418.625000 Penalty: 4780.783203
	Iteration 14Q: 3 clusters Score -1685419 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1685616.875000 Penalty: 4780.783203
	Iteration 15Q: 3 clusters Score -1685617 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -1685773.000000 Penalty: 4780.783203
	Iteration 16Q: 3 clusters Score -1685773 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1685886.000000 Penalty: 4780.783203
	Iteration 17Q: 3 clusters Score -1685886 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1685979.250000 Penalty: 4780.783203
	Iteration 18Q: 3 clusters Score -1685979 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1686064.875000 Penalty: 4780.783203
	Iteration 19Q: 3 clusters Score -1686065 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1686150.500000 Penalty: 4780.783203
	Iteration 20F: 3 clusters Score -1686150 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1686226.000000 Penalty: 4780.783203
	Iteration 21Q: 3 clusters Score -1686226 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 11203 members 
Entering Unmasked Estep 
Score: -1686286.000000 Penalty: 4780.783203
	Iteration 22Q: 3 clusters Score -1686286 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 11295 members 
Entering Unmasked Estep 
Score: -1686331.000000 Penalty: 4780.783203
	Iteration 23Q: 3 clusters Score -1686331 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -1686381.625000 Penalty: 4780.783203
	Iteration 24Q: 3 clusters Score -1686382 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -1686429.250000 Penalty: 4780.783203
	Iteration 25Q: 3 clusters Score -1686429 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -1686468.750000 Penalty: 4780.783203
	Iteration 26Q: 3 clusters Score -1686469 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -1686494.625000 Penalty: 4780.783203
	Iteration 27Q: 3 clusters Score -1686495 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1686527.500000 Penalty: 4780.783203
	Iteration 28Q: 3 clusters Score -1686528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -1686554.750000 Penalty: 4780.783203
	Iteration 29Q: 3 clusters Score -1686555 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -1686574.375000 Penalty: 4780.783203
	Iteration 30Q: 3 clusters Score -1686574 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -1686601.625000 Penalty: 4780.783203
	Iteration 31Q: 3 clusters Score -1686602 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -1686625.250000 Penalty: 4780.783203
	Iteration 32Q: 3 clusters Score -1686625 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -1686653.000000 Penalty: 4780.783203
	Iteration 33Q: 3 clusters Score -1686653 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -1686677.125000 Penalty: 4780.783203
	Iteration 34Q: 3 clusters Score -1686677 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -1686703.625000 Penalty: 4780.783203
	Iteration 35Q: 3 clusters Score -1686704 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1686727.125000 Penalty: 4780.783203
	Iteration 36Q: 3 clusters Score -1686727 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1686733.375000 Penalty: 4780.783203
	Iteration 37Q: 3 clusters Score -1686733 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1686752.500000 Penalty: 4780.783203
	Iteration 38Q: 3 clusters Score -1686752 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -1686756.250000 Penalty: 4780.783203
	Iteration 39Q: 3 clusters Score -1686756 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -1686767.625000 Penalty: 4780.783203
	Iteration 40F: 3 clusters Score -1686768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -1686777.875000 Penalty: 4780.783203
	Iteration 41Q: 3 clusters Score -1686778 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -1686788.625000 Penalty: 4780.783203
	Iteration 42Q: 3 clusters Score -1686789 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 12598 members 
Entering Unmasked Estep 
Score: -1686795.750000 Penalty: 4780.783203
	Iteration 43Q: 3 clusters Score -1686796 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1686810.375000 Penalty: 4780.783203
	Iteration 44Q: 3 clusters Score -1686810 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -1686817.125000 Penalty: 4780.783203
	Iteration 45Q: 3 clusters Score -1686817 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -1686826.125000 Penalty: 4780.783203
	Iteration 46Q: 3 clusters Score -1686826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1686834.875000 Penalty: 4780.783203
	Iteration 47Q: 3 clusters Score -1686835 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1686849.500000 Penalty: 4780.783203
	Iteration 48Q: 3 clusters Score -1686850 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1686852.875000 Penalty: 4780.783203
	Iteration 49Q: 3 clusters Score -1686853 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -1686862.625000 Penalty: 4780.783203
	Iteration 50Q: 3 clusters Score -1686863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -1686865.750000 Penalty: 4780.783203
	Iteration 51Q: 3 clusters Score -1686866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1686876.250000 Penalty: 4780.783203
	Iteration 52Q: 3 clusters Score -1686876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -1686883.375000 Penalty: 4780.783203
	Iteration 53Q: 3 clusters Score -1686883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -1686886.375000 Penalty: 4780.783203
	Iteration 54Q: 3 clusters Score -1686886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1686890.125000 Penalty: 4780.783203
	Iteration 55Q: 3 clusters Score -1686890 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1686889.500000 Penalty: 4780.783203
	Iteration 56Q: 3 clusters Score -1686890 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -1686899.375000 Penalty: 4780.783203
	Iteration 57Q: 3 clusters Score -1686899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 12998 members 
Entering Unmasked Estep 
Score: -1686904.000000 Penalty: 4780.783203
	Iteration 58Q: 3 clusters Score -1686904 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1686911.000000 Penalty: 4780.783203
	Iteration 59Q: 3 clusters Score -1686911 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1686914.625000 Penalty: 4780.783203
	Iteration 60F: 3 clusters Score -1686915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1686926.875000 Penalty: 4780.783203
	Iteration 61Q: 3 clusters Score -1686927 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -1686929.125000 Penalty: 4780.783203
	Iteration 62Q: 3 clusters Score -1686929 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -1686936.875000 Penalty: 4780.783203
	Iteration 63Q: 3 clusters Score -1686937 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -1686940.625000 Penalty: 4780.783203
	Iteration 64Q: 3 clusters Score -1686941 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -1686950.250000 Penalty: 4780.783203
	Iteration 65Q: 3 clusters Score -1686950 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -1686952.000000 Penalty: 4780.783203
	Iteration 66Q: 3 clusters Score -1686952 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -1686954.625000 Penalty: 4780.783203
	Iteration 67Q: 3 clusters Score -1686955 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -1686963.625000 Penalty: 4780.783203
	Iteration 68Q: 3 clusters Score -1686964 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1686972.625000 Penalty: 4780.783203
	Iteration 69Q: 3 clusters Score -1686973 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -1686981.750000 Penalty: 4780.783203
	Iteration 70Q: 3 clusters Score -1686982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -1686985.625000 Penalty: 4780.783203
	Iteration 71Q: 3 clusters Score -1686986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -1686987.750000 Penalty: 4780.783203
	Iteration 72Q: 3 clusters Score -1686988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -1686991.750000 Penalty: 4780.783203
	Iteration 73Q: 3 clusters Score -1686992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -1686993.250000 Penalty: 4780.783203
	Iteration 74Q: 3 clusters Score -1686993 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -1686994.750000 Penalty: 4780.783203
	Iteration 75Q: 3 clusters Score -1686995 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 13373 members 
Entering Unmasked Estep 
Score: -1687003.375000 Penalty: 4780.783203
	Iteration 76Q: 3 clusters Score -1687003 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -1687005.500000 Penalty: 4780.783203
	Iteration 77Q: 3 clusters Score -1687006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -1687011.375000 Penalty: 4780.783203
	Iteration 78Q: 3 clusters Score -1687011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -1687014.500000 Penalty: 4780.783203
	Iteration 79Q: 3 clusters Score -1687014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -1687017.750000 Penalty: 4780.783203
	Iteration 80F: 3 clusters Score -1687018 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 13447 members 
Entering Unmasked Estep 
Score: -1687026.250000 Penalty: 4780.783203
	Iteration 81Q: 3 clusters Score -1687026 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 13462 members 
Entering Unmasked Estep 
Score: -1687029.875000 Penalty: 4780.783203
	Iteration 82Q: 3 clusters Score -1687030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -1687034.375000 Penalty: 4780.783203
	Iteration 83Q: 3 clusters Score -1687034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -1687034.125000 Penalty: 4780.783203
	Iteration 84Q: 3 clusters Score -1687034 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1687034.875000 Penalty: 4780.783203
	Iteration 85Q: 3 clusters Score -1687035 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 13506 members 
Entering Unmasked Estep 
Score: -1687039.500000 Penalty: 4780.783203
	Iteration 86Q: 3 clusters Score -1687040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 13517 members 
Entering Unmasked Estep 
Score: -1687039.500000 Penalty: 4780.783203
	Iteration 87Q: 3 clusters Score -1687040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -1687044.125000 Penalty: 4780.783203
	Iteration 88Q: 3 clusters Score -1687044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1687045.750000 Penalty: 4780.783203
	Iteration 89Q: 3 clusters Score -1687046 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -1687049.125000 Penalty: 4780.783203
	Iteration 90Q: 3 clusters Score -1687049 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1687048.375000 Penalty: 4780.783203
	Iteration 91Q: 3 clusters Score -1687048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -1687052.875000 Penalty: 4780.783203
	Iteration 92Q: 3 clusters Score -1687053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -1687055.125000 Penalty: 4780.783203
	Iteration 93Q: 3 clusters Score -1687055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -1687052.750000 Penalty: 4780.783203
	Iteration 94Q: 3 clusters Score -1687053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -1687058.250000 Penalty: 4780.783203
	Iteration 95Q: 3 clusters Score -1687058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1687059.875000 Penalty: 4780.783203
	Iteration 96Q: 3 clusters Score -1687060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -1687056.750000 Penalty: 4780.783203
	Iteration 97Q: 3 clusters Score -1687057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -1687059.000000 Penalty: 4780.783203
	Iteration 98Q: 3 clusters Score -1687059 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -1687061.125000 Penalty: 4780.783203
	Iteration 99Q: 3 clusters Score -1687061 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -1687061.750000 Penalty: 4780.783203
	Iteration 100F: 3 clusters Score -1687062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1687067.000000 Penalty: 4780.783203
	Iteration 101Q: 3 clusters Score -1687067 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -1687067.000000 Penalty: 4780.783203
	Iteration 102Q: 3 clusters Score -1687067 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -1687067.875000 Penalty: 4780.783203
	Iteration 103Q: 3 clusters Score -1687068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -1687068.000000 Penalty: 4780.783203
	Iteration 104Q: 3 clusters Score -1687068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1687069.875000 Penalty: 4780.783203
	Iteration 105Q: 3 clusters Score -1687070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -1687069.750000 Penalty: 4780.783203
	Iteration 106Q: 3 clusters Score -1687070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1687075.250000 Penalty: 4780.783203
	Iteration 107Q: 3 clusters Score -1687075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 13655 members 
Entering Unmasked Estep 
Score: -1687075.375000 Penalty: 4780.783203
	Iteration 108Q: 3 clusters Score -1687075 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -1687076.000000 Penalty: 4780.783203
	Iteration 109Q: 3 clusters Score -1687076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1687081.250000 Penalty: 4780.783203
	Iteration 110Q: 3 clusters Score -1687081 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 13688 members 
Entering Unmasked Estep 
Score: -1687084.500000 Penalty: 4780.783203
	Iteration 111Q: 3 clusters Score -1687084 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -1687090.750000 Penalty: 4780.783203
	Iteration 112Q: 3 clusters Score -1687091 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -1687092.500000 Penalty: 4780.783203
	Iteration 113Q: 3 clusters Score -1687092 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -1687096.250000 Penalty: 4780.783203
	Iteration 114Q: 3 clusters Score -1687096 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -1687100.125000 Penalty: 4780.783203
	Iteration 115Q: 3 clusters Score -1687100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -1687102.125000 Penalty: 4780.783203
	Iteration 116Q: 3 clusters Score -1687102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -1687104.875000 Penalty: 4780.783203
	Iteration 117Q: 3 clusters Score -1687105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1687103.750000 Penalty: 4780.783203
	Iteration 118Q: 3 clusters Score -1687104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -1687104.375000 Penalty: 4780.783203
	Iteration 119Q: 3 clusters Score -1687104 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -1687103.875000 Penalty: 4780.783203
	Iteration 120F: 3 clusters Score -1687104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -1687105.500000 Penalty: 4780.783203
	Iteration 121Q: 3 clusters Score -1687106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1687105.500000 Penalty: 4780.783203
	Iteration 122Q: 3 clusters Score -1687106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 13765 members 
Entering Unmasked Estep 
Score: -1687108.250000 Penalty: 4780.783203
	Iteration 123Q: 3 clusters Score -1687108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -1687110.500000 Penalty: 4780.783203
	Iteration 124Q: 3 clusters Score -1687110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -1687110.375000 Penalty: 4780.783203
	Iteration 125Q: 3 clusters Score -1687110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -1687110.375000 Penalty: 4780.783203
	Iteration 126Q: 3 clusters Score -1687110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1687111.625000 Penalty: 4780.783203
	Iteration 127Q: 3 clusters Score -1687112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1687112.750000 Penalty: 4780.783203
	Iteration 128Q: 3 clusters Score -1687113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -1687112.750000 Penalty: 4780.783203
	Iteration 129F: 3 clusters Score -1687113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37960 members 
Entering Unmasked Estep 
Score: -4504454.000000 Penalty: 2614.983643
	Iteration 0F: 2 clusters Score -4504454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -4478861.500000 Penalty: 5229.967285
	Iteration 0F: 3 clusters Score -4478862 nChanged 17216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -4488042.500000 Penalty: 5229.967285
	Iteration 1F: 3 clusters Score -4488042 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -4488529.500000 Penalty: 5229.967285
	Iteration 2Q: 3 clusters Score -4488530 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -4489165.500000 Penalty: 5229.967285
	Iteration 3Q: 3 clusters Score -4489166 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -4489836.500000 Penalty: 5229.967285
	Iteration 4Q: 3 clusters Score -4489836 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -4490779.000000 Penalty: 5229.967285
	Iteration 5Q: 3 clusters Score -4490779 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -4491911.000000 Penalty: 5229.967285
	Iteration 6F: 3 clusters Score -4491911 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 18083 members 
Entering Unmasked Estep 
Score: -4493310.000000 Penalty: 5229.967285
	Iteration 7F: 3 clusters Score -4493310 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -4494926.500000 Penalty: 5229.967285
	Iteration 8F: 3 clusters Score -4494926 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21027 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -4496544.000000 Penalty: 5229.967285
	Iteration 9F: 3 clusters Score -4496544 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21609 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -4497803.500000 Penalty: 5229.967285
	Iteration 10F: 3 clusters Score -4497804 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -4498439.000000 Penalty: 5229.967285
	Iteration 11Q: 3 clusters Score -4498439 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -4498779.500000 Penalty: 5229.967285
	Iteration 12Q: 3 clusters Score -4498780 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4498947.500000 Penalty: 5229.967285
	Iteration 13Q: 3 clusters Score -4498948 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -4499110.000000 Penalty: 5229.967285
	Iteration 14Q: 3 clusters Score -4499110 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -4499202.000000 Penalty: 5229.967285
	Iteration 15Q: 3 clusters Score -4499202 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -4499300.500000 Penalty: 5229.967285
	Iteration 16Q: 3 clusters Score -4499300 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -4499390.000000 Penalty: 5229.967285
	Iteration 17Q: 3 clusters Score -4499390 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24785 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -4499465.500000 Penalty: 5229.967285
	Iteration 18Q: 3 clusters Score -4499466 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25125 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -4499570.000000 Penalty: 5229.967285
	Iteration 19Q: 3 clusters Score -4499570 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -4499649.000000 Penalty: 5229.967285
	Iteration 20F: 3 clusters Score -4499649 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -4499734.000000 Penalty: 5229.967285
	Iteration 21Q: 3 clusters Score -4499734 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26147 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -4499839.500000 Penalty: 5229.967285
	Iteration 22Q: 3 clusters Score -4499840 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4499911.000000 Penalty: 5229.967285
	Iteration 23Q: 3 clusters Score -4499911 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4499983.000000 Penalty: 5229.967285
	Iteration 24Q: 3 clusters Score -4499983 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27085 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -4500049.000000 Penalty: 5229.967285
	Iteration 25Q: 3 clusters Score -4500049 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 10542 members 
Entering Unmasked Estep 
Score: -4500129.000000 Penalty: 5229.967285
	Iteration 26Q: 3 clusters Score -4500129 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27755 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -4500199.000000 Penalty: 5229.967285
	Iteration 27Q: 3 clusters Score -4500199 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -4500283.000000 Penalty: 5229.967285
	Iteration 28Q: 3 clusters Score -4500283 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -4500336.000000 Penalty: 5229.967285
	Iteration 29Q: 3 clusters Score -4500336 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4500423.000000 Penalty: 5229.967285
	Iteration 30Q: 3 clusters Score -4500423 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -4500499.000000 Penalty: 5229.967285
	Iteration 31Q: 3 clusters Score -4500499 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29366 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -4500580.500000 Penalty: 5229.967285
	Iteration 32Q: 3 clusters Score -4500580 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -4500636.000000 Penalty: 5229.967285
	Iteration 33Q: 3 clusters Score -4500636 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30011 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -4500691.500000 Penalty: 5229.967285
	Iteration 34Q: 3 clusters Score -4500692 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30343 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -4500790.500000 Penalty: 5229.967285
	Iteration 35Q: 3 clusters Score -4500790 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -4500875.000000 Penalty: 5229.967285
	Iteration 36Q: 3 clusters Score -4500875 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 7003 members 
Entering Unmasked Estep 
Score: -4500960.000000 Penalty: 5229.967285
	Iteration 37Q: 3 clusters Score -4500960 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31233 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -4501029.000000 Penalty: 5229.967285
	Iteration 38Q: 3 clusters Score -4501029 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31485 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -4501094.000000 Penalty: 5229.967285
	Iteration 39Q: 3 clusters Score -4501094 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -4501164.500000 Penalty: 5229.967285
	Iteration 40F: 3 clusters Score -4501164 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -4501239.000000 Penalty: 5229.967285
	Iteration 41Q: 3 clusters Score -4501239 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32161 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -4501287.500000 Penalty: 5229.967285
	Iteration 42Q: 3 clusters Score -4501288 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32397 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -4501341.000000 Penalty: 5229.967285
	Iteration 43Q: 3 clusters Score -4501341 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -4501374.000000 Penalty: 5229.967285
	Iteration 44Q: 3 clusters Score -4501374 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32831 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -4501452.000000 Penalty: 5229.967285
	Iteration 45Q: 3 clusters Score -4501452 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33041 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -4501511.000000 Penalty: 5229.967285
	Iteration 46Q: 3 clusters Score -4501511 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -4501557.000000 Penalty: 5229.967285
	Iteration 47Q: 3 clusters Score -4501557 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33411 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -4501598.500000 Penalty: 5229.967285
	Iteration 48Q: 3 clusters Score -4501598 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33571 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -4501650.500000 Penalty: 5229.967285
	Iteration 49Q: 3 clusters Score -4501650 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33718 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -4501679.500000 Penalty: 5229.967285
	Iteration 50Q: 3 clusters Score -4501680 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33848 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -4501719.500000 Penalty: 5229.967285
	Iteration 51Q: 3 clusters Score -4501720 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -4501745.500000 Penalty: 5229.967285
	Iteration 52Q: 3 clusters Score -4501746 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34056 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -4501756.500000 Penalty: 5229.967285
	Iteration 53Q: 3 clusters Score -4501756 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -4501786.000000 Penalty: 5229.967285
	Iteration 54Q: 3 clusters Score -4501786 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34217 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -4501790.500000 Penalty: 5229.967285
	Iteration 55Q: 3 clusters Score -4501790 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4501823.000000 Penalty: 5229.967285
	Iteration 56Q: 3 clusters Score -4501823 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34388 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -4501840.500000 Penalty: 5229.967285
	Iteration 57Q: 3 clusters Score -4501840 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -4501856.000000 Penalty: 5229.967285
	Iteration 58Q: 3 clusters Score -4501856 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -4501887.500000 Penalty: 5229.967285
	Iteration 59Q: 3 clusters Score -4501888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34628 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -4501915.000000 Penalty: 5229.967285
	Iteration 60F: 3 clusters Score -4501915 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4501918.500000 Penalty: 5229.967285
	Iteration 61Q: 3 clusters Score -4501918 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -4501944.000000 Penalty: 5229.967285
	Iteration 62Q: 3 clusters Score -4501944 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4501968.000000 Penalty: 5229.967285
	Iteration 63Q: 3 clusters Score -4501968 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34945 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -4501993.000000 Penalty: 5229.967285
	Iteration 64Q: 3 clusters Score -4501993 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35035 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -4502013.500000 Penalty: 5229.967285
	Iteration 65Q: 3 clusters Score -4502014 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35119 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -4502033.500000 Penalty: 5229.967285
	Iteration 66Q: 3 clusters Score -4502034 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35190 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -4502049.500000 Penalty: 5229.967285
	Iteration 67Q: 3 clusters Score -4502050 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35233 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4502058.500000 Penalty: 5229.967285
	Iteration 68Q: 3 clusters Score -4502058 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -4502070.000000 Penalty: 5229.967285
	Iteration 69Q: 3 clusters Score -4502070 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4502080.000000 Penalty: 5229.967285
	Iteration 70Q: 3 clusters Score -4502080 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -4502080.000000 Penalty: 5229.967285
	Iteration 71Q: 3 clusters Score -4502080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35379 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -4502084.500000 Penalty: 5229.967285
	Iteration 72Q: 3 clusters Score -4502084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35429 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4502102.500000 Penalty: 5229.967285
	Iteration 73Q: 3 clusters Score -4502102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -4502132.000000 Penalty: 5229.967285
	Iteration 74Q: 3 clusters Score -4502132 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35546 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -4502142.500000 Penalty: 5229.967285
	Iteration 75Q: 3 clusters Score -4502142 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35604 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -4502153.000000 Penalty: 5229.967285
	Iteration 76Q: 3 clusters Score -4502153 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -4502164.500000 Penalty: 5229.967285
	Iteration 77Q: 3 clusters Score -4502164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4502177.500000 Penalty: 5229.967285
	Iteration 78Q: 3 clusters Score -4502178 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -4502197.500000 Penalty: 5229.967285
	Iteration 79Q: 3 clusters Score -4502198 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4502213.000000 Penalty: 5229.967285
	Iteration 80F: 3 clusters Score -4502213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -4502224.000000 Penalty: 5229.967285
	Iteration 81Q: 3 clusters Score -4502224 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35893 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4502237.000000 Penalty: 5229.967285
	Iteration 82Q: 3 clusters Score -4502237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -4502235.500000 Penalty: 5229.967285
	Iteration 83Q: 3 clusters Score -4502236 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -4502251.000000 Penalty: 5229.967285
	Iteration 84Q: 3 clusters Score -4502251 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4502254.000000 Penalty: 5229.967285
	Iteration 85Q: 3 clusters Score -4502254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36014 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4502255.500000 Penalty: 5229.967285
	Iteration 86Q: 3 clusters Score -4502256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4502265.000000 Penalty: 5229.967285
	Iteration 87Q: 3 clusters Score -4502265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4502269.500000 Penalty: 5229.967285
	Iteration 88Q: 3 clusters Score -4502270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36064 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -4502270.500000 Penalty: 5229.967285
	Iteration 89Q: 3 clusters Score -4502270 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36073 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -4502275.500000 Penalty: 5229.967285
	Iteration 90Q: 3 clusters Score -4502276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36084 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4502272.500000 Penalty: 5229.967285
	Iteration 91Q: 3 clusters Score -4502272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4502277.000000 Penalty: 5229.967285
	Iteration 92Q: 3 clusters Score -4502277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36093 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4502277.000000 Penalty: 5229.967285
	Iteration 93Q: 3 clusters Score -4502277 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36098 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -4502281.500000 Penalty: 5229.967285
	Iteration 94Q: 3 clusters Score -4502282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4502278.500000 Penalty: 5229.967285
	Iteration 95Q: 3 clusters Score -4502278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4502278.000000 Penalty: 5229.967285
	Iteration 96Q: 3 clusters Score -4502278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4502278.000000 Penalty: 5229.967285
	Iteration 97F: 3 clusters Score -4502278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Entering Unmasked Estep 
Score: -2965598.250000 Penalty: 2509.292480
	Iteration 0F: 2 clusters Score -2965598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12343 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2948428.750000 Penalty: 5018.584961
	Iteration 0F: 3 clusters Score -2948429 nChanged 10982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2954205.500000 Penalty: 5018.584961
	Iteration 1F: 3 clusters Score -2954206 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 12972 members 
Entering Unmasked Estep 
Score: -2954539.500000 Penalty: 5018.584961
	Iteration 2Q: 3 clusters Score -2954540 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 13283 members 
Entering Unmasked Estep 
Score: -2954849.750000 Penalty: 5018.584961
	Iteration 3Q: 3 clusters Score -2954850 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 13699 members 
Entering Unmasked Estep 
Score: -2955098.000000 Penalty: 5018.584961
	Iteration 4Q: 3 clusters Score -2955098 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -2955413.500000 Penalty: 5018.584961
	Iteration 5Q: 3 clusters Score -2955414 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2955765.000000 Penalty: 5018.584961
	Iteration 6Q: 3 clusters Score -2955765 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2956255.000000 Penalty: 5018.584961
	Iteration 7Q: 3 clusters Score -2956255 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2957006.500000 Penalty: 5018.584961
	Iteration 8F: 3 clusters Score -2957006 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2958043.250000 Penalty: 5018.584961
	Iteration 9F: 3 clusters Score -2958043 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -2959403.500000 Penalty: 5018.584961
	Iteration 10F: 3 clusters Score -2959404 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -2960904.250000 Penalty: 5018.584961
	Iteration 11F: 3 clusters Score -2960904 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2962095.750000 Penalty: 5018.584961
	Iteration 12Q: 3 clusters Score -2962096 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 22753 members 
Entering Unmasked Estep 
Score: -2962822.750000 Penalty: 5018.584961
	Iteration 13Q: 3 clusters Score -2962823 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -2963218.750000 Penalty: 5018.584961
	Iteration 14Q: 3 clusters Score -2963219 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2963415.750000 Penalty: 5018.584961
	Iteration 15Q: 3 clusters Score -2963416 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -2963563.250000 Penalty: 5018.584961
	Iteration 16Q: 3 clusters Score -2963563 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23398 members 
Entering Unmasked Estep 
Score: -2963643.500000 Penalty: 5018.584961
	Iteration 17Q: 3 clusters Score -2963644 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -2963678.500000 Penalty: 5018.584961
	Iteration 18Q: 3 clusters Score -2963678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 23512 members 
Entering Unmasked Estep 
Score: -2963717.500000 Penalty: 5018.584961
	Iteration 19Q: 3 clusters Score -2963718 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -2963754.500000 Penalty: 5018.584961
	Iteration 20F: 3 clusters Score -2963754 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -2963772.000000 Penalty: 5018.584961
	Iteration 21Q: 3 clusters Score -2963772 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 23616 members 
Entering Unmasked Estep 
Score: -2963790.750000 Penalty: 5018.584961
	Iteration 22Q: 3 clusters Score -2963791 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 23646 members 
Entering Unmasked Estep 
Score: -2963812.750000 Penalty: 5018.584961
	Iteration 23Q: 3 clusters Score -2963813 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -2963825.750000 Penalty: 5018.584961
	Iteration 24Q: 3 clusters Score -2963826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2963837.750000 Penalty: 5018.584961
	Iteration 25Q: 3 clusters Score -2963838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23687 members 
Entering Unmasked Estep 
Score: -2963849.250000 Penalty: 5018.584961
	Iteration 26Q: 3 clusters Score -2963849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 23699 members 
Entering Unmasked Estep 
Score: -2963855.000000 Penalty: 5018.584961
	Iteration 27Q: 3 clusters Score -2963855 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 23713 members 
Entering Unmasked Estep 
Score: -2963875.250000 Penalty: 5018.584961
	Iteration 28Q: 3 clusters Score -2963875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -2963880.500000 Penalty: 5018.584961
	Iteration 29Q: 3 clusters Score -2963880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -2963885.250000 Penalty: 5018.584961
	Iteration 30Q: 3 clusters Score -2963885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2963890.500000 Penalty: 5018.584961
	Iteration 31Q: 3 clusters Score -2963890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23734 members 
Entering Unmasked Estep 
Score: -2963887.250000 Penalty: 5018.584961
	Iteration 32Q: 3 clusters Score -2963887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2963890.250000 Penalty: 5018.584961
	Iteration 33Q: 3 clusters Score -2963890 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2963890.250000 Penalty: 5018.584961
	Iteration 34F: 3 clusters Score -2963890 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (78996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Entering Unmasked Estep 
Score: -9370117.000000 Penalty: 2796.733643
	Iteration 0F: 2 clusters Score -9370117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -9317150.000000 Penalty: 5593.467285
	Iteration 0F: 3 clusters Score -9317150 nChanged 37197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40013 members 
Mstep: Class 2 contains 38983 members 
Entering Unmasked Estep 
Score: -9338274.000000 Penalty: 5593.467285
	Iteration 1F: 3 clusters Score -9338274 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -9338840.000000 Penalty: 5593.467285
	Iteration 2Q: 3 clusters Score -9338840 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40460 members 
Mstep: Class 2 contains 38536 members 
Entering Unmasked Estep 
Score: -9339344.000000 Penalty: 5593.467285
	Iteration 3Q: 3 clusters Score -9339344 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40870 members 
Mstep: Class 2 contains 38126 members 
Entering Unmasked Estep 
Score: -9339920.000000 Penalty: 5593.467285
	Iteration 4Q: 3 clusters Score -9339920 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41454 members 
Mstep: Class 2 contains 37542 members 
Entering Unmasked Estep 
Score: -9340487.000000 Penalty: 5593.467285
	Iteration 5Q: 3 clusters Score -9340487 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -9341304.000000 Penalty: 5593.467285
	Iteration 6Q: 3 clusters Score -9341304 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 35461 members 
Entering Unmasked Estep 
Score: -9342485.000000 Penalty: 5593.467285
	Iteration 7Q: 3 clusters Score -9342485 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45176 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -9344239.000000 Penalty: 5593.467285
	Iteration 8Q: 3 clusters Score -9344239 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47363 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -9346457.000000 Penalty: 5593.467285
	Iteration 9Q: 3 clusters Score -9346457 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49858 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -9349308.000000 Penalty: 5593.467285
	Iteration 10F: 3 clusters Score -9349308 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52490 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -9352354.000000 Penalty: 5593.467285
	Iteration 11F: 3 clusters Score -9352354 nChanged 4154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54870 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -9355150.000000 Penalty: 5593.467285
	Iteration 12F: 3 clusters Score -9355150 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56777 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
Score: -9357239.000000 Penalty: 5593.467285
	Iteration 13Q: 3 clusters Score -9357239 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 20534 members 
Entering Unmasked Estep 
Score: -9358708.000000 Penalty: 5593.467285
	Iteration 14Q: 3 clusters Score -9358708 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59959 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -9359743.000000 Penalty: 5593.467285
	Iteration 15Q: 3 clusters Score -9359743 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -9360427.000000 Penalty: 5593.467285
	Iteration 16Q: 3 clusters Score -9360427 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62753 members 
Mstep: Class 2 contains 16243 members 
Entering Unmasked Estep 
Score: -9360982.000000 Penalty: 5593.467285
	Iteration 17Q: 3 clusters Score -9360982 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64058 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -9361457.000000 Penalty: 5593.467285
	Iteration 18Q: 3 clusters Score -9361457 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65407 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -9361992.000000 Penalty: 5593.467285
	Iteration 19Q: 3 clusters Score -9361992 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66724 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -9362489.000000 Penalty: 5593.467285
	Iteration 20F: 3 clusters Score -9362489 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68030 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -9363054.000000 Penalty: 5593.467285
	Iteration 21Q: 3 clusters Score -9363054 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69262 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -9363481.000000 Penalty: 5593.467285
	Iteration 22Q: 3 clusters Score -9363481 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70448 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -9364039.000000 Penalty: 5593.467285
	Iteration 23Q: 3 clusters Score -9364039 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71592 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -9364570.000000 Penalty: 5593.467285
	Iteration 24Q: 3 clusters Score -9364570 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72629 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -9365040.000000 Penalty: 5593.467285
	Iteration 25Q: 3 clusters Score -9365040 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73548 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -9365494.000000 Penalty: 5593.467285
	Iteration 26Q: 3 clusters Score -9365494 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74370 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -9365862.000000 Penalty: 5593.467285
	Iteration 27Q: 3 clusters Score -9365862 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75061 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -9366204.000000 Penalty: 5593.467285
	Iteration 28Q: 3 clusters Score -9366204 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75654 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -9366513.000000 Penalty: 5593.467285
	Iteration 29Q: 3 clusters Score -9366513 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76112 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -9366786.000000 Penalty: 5593.467285
	Iteration 30Q: 3 clusters Score -9366786 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76475 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -9366964.000000 Penalty: 5593.467285
	Iteration 31Q: 3 clusters Score -9366964 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76779 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -9367133.000000 Penalty: 5593.467285
	Iteration 32Q: 3 clusters Score -9367133 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77020 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9367237.000000 Penalty: 5593.467285
	Iteration 33Q: 3 clusters Score -9367237 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77213 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -9367332.000000 Penalty: 5593.467285
	Iteration 34Q: 3 clusters Score -9367332 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77361 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -9367401.000000 Penalty: 5593.467285
	Iteration 35Q: 3 clusters Score -9367401 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77473 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9367456.000000 Penalty: 5593.467285
	Iteration 36Q: 3 clusters Score -9367456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77571 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -9367529.000000 Penalty: 5593.467285
	Iteration 37Q: 3 clusters Score -9367529 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77663 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -9367575.000000 Penalty: 5593.467285
	Iteration 38Q: 3 clusters Score -9367575 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77726 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -9367602.000000 Penalty: 5593.467285
	Iteration 39Q: 3 clusters Score -9367602 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -9367622.000000 Penalty: 5593.467285
	Iteration 40F: 3 clusters Score -9367622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -9367666.000000 Penalty: 5593.467285
	Iteration 41Q: 3 clusters Score -9367666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77885 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -9367706.000000 Penalty: 5593.467285
	Iteration 42Q: 3 clusters Score -9367706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77922 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -9367729.000000 Penalty: 5593.467285
	Iteration 43Q: 3 clusters Score -9367729 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -9367738.000000 Penalty: 5593.467285
	Iteration 44Q: 3 clusters Score -9367738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77987 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -9367767.000000 Penalty: 5593.467285
	Iteration 45Q: 3 clusters Score -9367767 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78016 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -9367775.000000 Penalty: 5593.467285
	Iteration 46Q: 3 clusters Score -9367775 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78034 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9367793.000000 Penalty: 5593.467285
	Iteration 47Q: 3 clusters Score -9367793 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78052 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -9367818.000000 Penalty: 5593.467285
	Iteration 48Q: 3 clusters Score -9367818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78073 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -9367831.000000 Penalty: 5593.467285
	Iteration 49Q: 3 clusters Score -9367831 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78083 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9367831.000000 Penalty: 5593.467285
	Iteration 50Q: 3 clusters Score -9367831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78097 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -9367850.000000 Penalty: 5593.467285
	Iteration 51Q: 3 clusters Score -9367850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -9367863.000000 Penalty: 5593.467285
	Iteration 52Q: 3 clusters Score -9367863 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78111 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -9367861.000000 Penalty: 5593.467285
	Iteration 53Q: 3 clusters Score -9367861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78118 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -9367860.000000 Penalty: 5593.467285
	Iteration 54Q: 3 clusters Score -9367860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78124 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9367854.000000 Penalty: 5593.467285
	Iteration 55Q: 3 clusters Score -9367854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78127 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9367859.000000 Penalty: 5593.467285
	Iteration 56Q: 3 clusters Score -9367859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78131 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9367866.000000 Penalty: 5593.467285
	Iteration 57Q: 3 clusters Score -9367866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78132 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9367873.000000 Penalty: 5593.467285
	Iteration 58Q: 3 clusters Score -9367873 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78136 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -9367879.000000 Penalty: 5593.467285
	Iteration 59Q: 3 clusters Score -9367879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78137 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9367877.000000 Penalty: 5593.467285
	Iteration 60F: 3 clusters Score -9367877 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78141 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9367878.000000 Penalty: 5593.467285
	Iteration 61Q: 3 clusters Score -9367878 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78147 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -9367880.000000 Penalty: 5593.467285
	Iteration 62Q: 3 clusters Score -9367880 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78153 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -9367882.000000 Penalty: 5593.467285
	Iteration 63Q: 3 clusters Score -9367882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78156 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9367885.000000 Penalty: 5593.467285
	Iteration 64Q: 3 clusters Score -9367885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9367882.000000 Penalty: 5593.467285
	Iteration 65Q: 3 clusters Score -9367882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78165 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -9367874.000000 Penalty: 5593.467285
	Iteration 66Q: 3 clusters Score -9367874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78169 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -9367874.000000 Penalty: 5593.467285
	Iteration 67Q: 3 clusters Score -9367874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78170 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -9367880.000000 Penalty: 5593.467285
	Iteration 68Q: 3 clusters Score -9367880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78172 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9367884.000000 Penalty: 5593.467285
	Iteration 69Q: 3 clusters Score -9367884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78174 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -9367887.000000 Penalty: 5593.467285
	Iteration 70Q: 3 clusters Score -9367887 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78176 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9367884.000000 Penalty: 5593.467285
	Iteration 71Q: 3 clusters Score -9367884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78178 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -9367888.000000 Penalty: 5593.467285
	Iteration 72Q: 3 clusters Score -9367888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78182 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -9367885.000000 Penalty: 5593.467285
	Iteration 73Q: 3 clusters Score -9367885 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78184 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -9367896.000000 Penalty: 5593.467285
	Iteration 74Q: 3 clusters Score -9367896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78186 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9367899.000000 Penalty: 5593.467285
	Iteration 75Q: 3 clusters Score -9367899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78187 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -9367897.000000 Penalty: 5593.467285
	Iteration 76Q: 3 clusters Score -9367897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78188 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9367906.000000 Penalty: 5593.467285
	Iteration 77Q: 3 clusters Score -9367906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78190 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9367912.000000 Penalty: 5593.467285
	Iteration 78Q: 3 clusters Score -9367912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78193 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -9367903.000000 Penalty: 5593.467285
	Iteration 79Q: 3 clusters Score -9367903 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78196 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -9367905.000000 Penalty: 5593.467285
	Iteration 80F: 3 clusters Score -9367905 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78197 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -9367906.000000 Penalty: 5593.467285
	Iteration 81Q: 3 clusters Score -9367906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78198 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -9367906.000000 Penalty: 5593.467285
	Iteration 82Q: 3 clusters Score -9367906 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78200 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9367901.000000 Penalty: 5593.467285
	Iteration 83Q: 3 clusters Score -9367901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78201 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9367899.000000 Penalty: 5593.467285
	Iteration 84Q: 3 clusters Score -9367899 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78201 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -9367899.000000 Penalty: 5593.467285
	Iteration 85F: 3 clusters Score -9367899 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Entering Unmasked Estep 
Score: -1330295.250000 Penalty: 2328.489990
	Iteration 0F: 2 clusters Score -1330295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1321412.625000 Penalty: 4656.979980
	Iteration 0F: 3 clusters Score -1321413 nChanged 5076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1324205.375000 Penalty: 4656.979980
	Iteration 1F: 3 clusters Score -1324205 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1324600.125000 Penalty: 4656.979980
	Iteration 2F: 3 clusters Score -1324600 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1324969.875000 Penalty: 4656.979980
	Iteration 3F: 3 clusters Score -1324970 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1325346.875000 Penalty: 4656.979980
	Iteration 4F: 3 clusters Score -1325347 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1325758.125000 Penalty: 4656.979980
	Iteration 5F: 3 clusters Score -1325758 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1326241.375000 Penalty: 4656.979980
	Iteration 6F: 3 clusters Score -1326241 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1326726.125000 Penalty: 4656.979980
	Iteration 7F: 3 clusters Score -1326726 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1327199.625000 Penalty: 4656.979980
	Iteration 8F: 3 clusters Score -1327200 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1327602.875000 Penalty: 4656.979980
	Iteration 9Q: 3 clusters Score -1327603 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1327951.500000 Penalty: 4656.979980
	Iteration 10Q: 3 clusters Score -1327952 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1328226.625000 Penalty: 4656.979980
	Iteration 11Q: 3 clusters Score -1328227 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1328462.875000 Penalty: 4656.979980
	Iteration 12Q: 3 clusters Score -1328463 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1328682.000000 Penalty: 4656.979980
	Iteration 13Q: 3 clusters Score -1328682 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1328842.375000 Penalty: 4656.979980
	Iteration 14Q: 3 clusters Score -1328842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11078 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1328919.000000 Penalty: 4656.979980
	Iteration 15Q: 3 clusters Score -1328919 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1328970.000000 Penalty: 4656.979980
	Iteration 16Q: 3 clusters Score -1328970 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -1328996.000000 Penalty: 4656.979980
	Iteration 17Q: 3 clusters Score -1328996 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1329004.375000 Penalty: 4656.979980
	Iteration 18Q: 3 clusters Score -1329004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1329011.000000 Penalty: 4656.979980
	Iteration 19Q: 3 clusters Score -1329011 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -1329017.625000 Penalty: 4656.979980
	Iteration 20F: 3 clusters Score -1329018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1329024.000000 Penalty: 4656.979980
	Iteration 21Q: 3 clusters Score -1329024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1329027.625000 Penalty: 4656.979980
	Iteration 22Q: 3 clusters Score -1329028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11195 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1329029.500000 Penalty: 4656.979980
	Iteration 23Q: 3 clusters Score -1329030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1329027.875000 Penalty: 4656.979980
	Iteration 24Q: 3 clusters Score -1329028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1329027.875000 Penalty: 4656.979980
	Iteration 25F: 3 clusters Score -1329028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (317657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317657 members 
Entering Unmasked Estep 
Score: -37314272.000000 Penalty: 3141.844482
	Iteration 0F: 2 clusters Score -3.731427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158904 members 
Mstep: Class 2 contains 158753 members 
Entering Unmasked Estep 
Score: -37126556.000000 Penalty: 6283.688965
	Iteration 0F: 3 clusters Score -3.712656e+07 nChanged 153849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162393 members 
Mstep: Class 2 contains 155264 members 
Entering Unmasked Estep 
Score: -37217192.000000 Penalty: 6283.688965
	Iteration 1F: 3 clusters Score -3.721719e+07 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165374 members 
Mstep: Class 2 contains 152283 members 
Entering Unmasked Estep 
Score: -37218784.000000 Penalty: 6283.688965
	Iteration 2Q: 3 clusters Score -3.721878e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170159 members 
Mstep: Class 2 contains 147498 members 
Entering Unmasked Estep 
Score: -37221028.000000 Penalty: 6283.688965
	Iteration 3Q: 3 clusters Score -3.722103e+07 nChanged 11690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177621 members 
Mstep: Class 2 contains 140036 members 
Entering Unmasked Estep 
Score: -37224920.000000 Penalty: 6283.688965
	Iteration 4Q: 3 clusters Score -3.722492e+07 nChanged 15177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189178 members 
Mstep: Class 2 contains 128479 members 
Entering Unmasked Estep 
Score: -37231296.000000 Penalty: 6283.688965
	Iteration 5Q: 3 clusters Score -3.72313e+07 nChanged 19327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205797 members 
Mstep: Class 2 contains 111860 members 
Entering Unmasked Estep 
Score: -37241572.000000 Penalty: 6283.688965
	Iteration 6F: 3 clusters Score -3.724157e+07 nChanged 23752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227711 members 
Mstep: Class 2 contains 89946 members 
Entering Unmasked Estep 
Score: -37258452.000000 Penalty: 6283.688965
	Iteration 7F: 3 clusters Score -3.725845e+07 nChanged 26045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252778 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -37280644.000000 Penalty: 6283.688965
	Iteration 8F: 3 clusters Score -3.728064e+07 nChanged 23367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275643 members 
Mstep: Class 2 contains 42014 members 
Entering Unmasked Estep 
Score: -37302112.000000 Penalty: 6283.688965
	Iteration 9F: 3 clusters Score -3.730211e+07 nChanged 16048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291459 members 
Mstep: Class 2 contains 26198 members 
Entering Unmasked Estep 
Score: -37316292.000000 Penalty: 6283.688965
	Iteration 10F: 3 clusters Score -3.731629e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300693 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -37321052.000000 Penalty: 6283.688965
	Iteration 11Q: 3 clusters Score -3.732105e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306523 members 
Mstep: Class 2 contains 11134 members 
Entering Unmasked Estep 
Score: -37320384.000000 Penalty: 6283.688965
	Iteration 12Q: 3 clusters Score -3.732038e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310225 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -37318304.000000 Penalty: 6283.688965
	Iteration 13Q: 3 clusters Score -3.73183e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312506 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -37316764.000000 Penalty: 6283.688965
	Iteration 14Q: 3 clusters Score -3.731676e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313977 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -37315392.000000 Penalty: 6283.688965
	Iteration 15Q: 3 clusters Score -3.731539e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314960 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -37314476.000000 Penalty: 6283.688965
	Iteration 16Q: 3 clusters Score -3.731448e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315604 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -37313800.000000 Penalty: 6283.688965
	Iteration 17Q: 3 clusters Score -3.73138e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316036 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -37313372.000000 Penalty: 6283.688965
	Iteration 18Q: 3 clusters Score -3.731337e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316324 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -37313048.000000 Penalty: 6283.688965
	Iteration 19Q: 3 clusters Score -3.731305e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316538 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -37312828.000000 Penalty: 6283.688965
	Iteration 20F: 3 clusters Score -3.731283e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316690 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -37312672.000000 Penalty: 6283.688965
	Iteration 21Q: 3 clusters Score -3.731267e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316803 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -37312600.000000 Penalty: 6283.688965
	Iteration 22Q: 3 clusters Score -3.73126e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316870 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -37312552.000000 Penalty: 6283.688965
	Iteration 23Q: 3 clusters Score -3.731255e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316913 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -37312520.000000 Penalty: 6283.688965
	Iteration 24Q: 3 clusters Score -3.731252e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316946 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -37312452.000000 Penalty: 6283.688965
	Iteration 25Q: 3 clusters Score -3.731245e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316969 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -37312436.000000 Penalty: 6283.688965
	Iteration 26Q: 3 clusters Score -3.731244e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316989 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -37312424.000000 Penalty: 6283.688965
	Iteration 27Q: 3 clusters Score -3.731242e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317010 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -37312416.000000 Penalty: 6283.688965
	Iteration 28Q: 3 clusters Score -3.731242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317031 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -37312388.000000 Penalty: 6283.688965
	Iteration 29Q: 3 clusters Score -3.731239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317043 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -37312368.000000 Penalty: 6283.688965
	Iteration 30Q: 3 clusters Score -3.731237e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317051 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -37312400.000000 Penalty: 6283.688965
	Iteration 31Q: 3 clusters Score -3.73124e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317059 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -37312376.000000 Penalty: 6283.688965
	Iteration 32Q: 3 clusters Score -3.731238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317065 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -37312368.000000 Penalty: 6283.688965
	Iteration 33Q: 3 clusters Score -3.731237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317069 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -37312372.000000 Penalty: 6283.688965
	Iteration 34Q: 3 clusters Score -3.731237e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317077 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -37312392.000000 Penalty: 6283.688965
	Iteration 35Q: 3 clusters Score -3.731239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317084 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -37312376.000000 Penalty: 6283.688965
	Iteration 36Q: 3 clusters Score -3.731238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317087 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -37312360.000000 Penalty: 6283.688965
	Iteration 37Q: 3 clusters Score -3.731236e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317087 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -37312344.000000 Penalty: 6283.688965
	Iteration 38Q: 3 clusters Score -3.731234e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317088 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -37312352.000000 Penalty: 6283.688965
	Iteration 39Q: 3 clusters Score -3.731235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317092 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -37312336.000000 Penalty: 6283.688965
	Iteration 40F: 3 clusters Score -3.731234e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317094 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -37312336.000000 Penalty: 6283.688965
	Iteration 41Q: 3 clusters Score -3.731234e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317094 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -37312336.000000 Penalty: 6283.688965
	Iteration 42F: 3 clusters Score -3.731234e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Entering Unmasked Estep 
Score: -998209.375000 Penalty: 2281.721924
	Iteration 0F: 2 clusters Score -998209.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -990501.187500 Penalty: 4563.443848
	Iteration 0F: 3 clusters Score -990501.2 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -992865.750000 Penalty: 4563.443848
	Iteration 1F: 3 clusters Score -992865.8 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -993242.062500 Penalty: 4563.443848
	Iteration 2F: 3 clusters Score -993242.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -993560.500000 Penalty: 4563.443848
	Iteration 3F: 3 clusters Score -993560.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -993874.437500 Penalty: 4563.443848
	Iteration 4F: 3 clusters Score -993874.4 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -994162.125000 Penalty: 4563.443848
	Iteration 5Q: 3 clusters Score -994162.1 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -994418.562500 Penalty: 4563.443848
	Iteration 6Q: 3 clusters Score -994418.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -994637.437500 Penalty: 4563.443848
	Iteration 7Q: 3 clusters Score -994637.4 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -994885.437500 Penalty: 4563.443848
	Iteration 8Q: 3 clusters Score -994885.4 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -995129.000000 Penalty: 4563.443848
	Iteration 9Q: 3 clusters Score -995129 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -995347.500000 Penalty: 4563.443848
	Iteration 10Q: 3 clusters Score -995347.5 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -995518.875000 Penalty: 4563.443848
	Iteration 11Q: 3 clusters Score -995518.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -995669.625000 Penalty: 4563.443848
	Iteration 12Q: 3 clusters Score -995669.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -995799.062500 Penalty: 4563.443848
	Iteration 13Q: 3 clusters Score -995799.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -995889.750000 Penalty: 4563.443848
	Iteration 14Q: 3 clusters Score -995889.8 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -995964.500000 Penalty: 4563.443848
	Iteration 15Q: 3 clusters Score -995964.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -996015.625000 Penalty: 4563.443848
	Iteration 16Q: 3 clusters Score -996015.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -996065.312500 Penalty: 4563.443848
	Iteration 17Q: 3 clusters Score -996065.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -996115.812500 Penalty: 4563.443848
	Iteration 18Q: 3 clusters Score -996115.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -996161.500000 Penalty: 4563.443848
	Iteration 19Q: 3 clusters Score -996161.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -996193.312500 Penalty: 4563.443848
	Iteration 20F: 3 clusters Score -996193.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -996222.875000 Penalty: 4563.443848
	Iteration 21Q: 3 clusters Score -996222.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -996240.562500 Penalty: 4563.443848
	Iteration 22Q: 3 clusters Score -996240.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -996251.750000 Penalty: 4563.443848
	Iteration 23Q: 3 clusters Score -996251.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -996259.687500 Penalty: 4563.443848
	Iteration 24Q: 3 clusters Score -996259.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -996270.625000 Penalty: 4563.443848
	Iteration 25Q: 3 clusters Score -996270.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -996275.812500 Penalty: 4563.443848
	Iteration 26Q: 3 clusters Score -996275.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -996280.250000 Penalty: 4563.443848
	Iteration 27Q: 3 clusters Score -996280.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -996284.750000 Penalty: 4563.443848
	Iteration 28Q: 3 clusters Score -996284.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -996287.687500 Penalty: 4563.443848
	Iteration 29Q: 3 clusters Score -996287.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -996299.625000 Penalty: 4563.443848
	Iteration 30Q: 3 clusters Score -996299.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -996307.437500 Penalty: 4563.443848
	Iteration 31Q: 3 clusters Score -996307.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -996320.500000 Penalty: 4563.443848
	Iteration 32Q: 3 clusters Score -996320.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -996331.500000 Penalty: 4563.443848
	Iteration 33Q: 3 clusters Score -996331.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -996342.375000 Penalty: 4563.443848
	Iteration 34Q: 3 clusters Score -996342.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -996354.000000 Penalty: 4563.443848
	Iteration 35Q: 3 clusters Score -996354 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -996370.000000 Penalty: 4563.443848
	Iteration 36Q: 3 clusters Score -996370 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -996384.187500 Penalty: 4563.443848
	Iteration 37Q: 3 clusters Score -996384.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -996391.187500 Penalty: 4563.443848
	Iteration 38Q: 3 clusters Score -996391.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -996396.500000 Penalty: 4563.443848
	Iteration 39Q: 3 clusters Score -996396.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -996400.187500 Penalty: 4563.443848
	Iteration 40F: 3 clusters Score -996400.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -996403.562500 Penalty: 4563.443848
	Iteration 41Q: 3 clusters Score -996403.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -996408.625000 Penalty: 4563.443848
	Iteration 42Q: 3 clusters Score -996408.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -996409.937500 Penalty: 4563.443848
	Iteration 43Q: 3 clusters Score -996409.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -996413.312500 Penalty: 4563.443848
	Iteration 44Q: 3 clusters Score -996413.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -996414.937500 Penalty: 4563.443848
	Iteration 45Q: 3 clusters Score -996414.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -996416.625000 Penalty: 4563.443848
	Iteration 46Q: 3 clusters Score -996416.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -996417.125000 Penalty: 4563.443848
	Iteration 47Q: 3 clusters Score -996417.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -996417.687500 Penalty: 4563.443848
	Iteration 48Q: 3 clusters Score -996417.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -996416.937500 Penalty: 4563.443848
	Iteration 49Q: 3 clusters Score -996416.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -996417.062500 Penalty: 4563.443848
	Iteration 50Q: 3 clusters Score -996417.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -996416.437500 Penalty: 4563.443848
	Iteration 51Q: 3 clusters Score -996416.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -996416.437500 Penalty: 4563.443848
	Iteration 52F: 3 clusters Score -996416.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Entering Unmasked Estep 
Score: -2409560.750000 Penalty: 2474.449707
	Iteration 0F: 2 clusters Score -2409561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2394682.250000 Penalty: 4948.899414
	Iteration 0F: 3 clusters Score -2394682 nChanged 9462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2400025.250000 Penalty: 4948.899414
	Iteration 1F: 3 clusters Score -2400025 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -2400755.500000 Penalty: 4948.899414
	Iteration 2F: 3 clusters Score -2400756 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2401578.250000 Penalty: 4948.899414
	Iteration 3F: 3 clusters Score -2401578 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2402420.500000 Penalty: 4948.899414
	Iteration 4F: 3 clusters Score -2402420 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2403197.500000 Penalty: 4948.899414
	Iteration 5F: 3 clusters Score -2403198 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -2403794.250000 Penalty: 4948.899414
	Iteration 6F: 3 clusters Score -2403794 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2404229.500000 Penalty: 4948.899414
	Iteration 7Q: 3 clusters Score -2404230 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -2404516.250000 Penalty: 4948.899414
	Iteration 8Q: 3 clusters Score -2404516 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2404734.000000 Penalty: 4948.899414
	Iteration 9Q: 3 clusters Score -2404734 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2404894.500000 Penalty: 4948.899414
	Iteration 10Q: 3 clusters Score -2404894 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2405057.250000 Penalty: 4948.899414
	Iteration 11Q: 3 clusters Score -2405057 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17195 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -2405228.750000 Penalty: 4948.899414
	Iteration 12Q: 3 clusters Score -2405229 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -2405421.500000 Penalty: 4948.899414
	Iteration 13Q: 3 clusters Score -2405422 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2405680.750000 Penalty: 4948.899414
	Iteration 14Q: 3 clusters Score -2405681 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18360 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -2405975.000000 Penalty: 4948.899414
	Iteration 15Q: 3 clusters Score -2405975 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2406289.500000 Penalty: 4948.899414
	Iteration 16Q: 3 clusters Score -2406290 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2406530.000000 Penalty: 4948.899414
	Iteration 17Q: 3 clusters Score -2406530 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2406714.500000 Penalty: 4948.899414
	Iteration 18Q: 3 clusters Score -2406714 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19487 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2406851.750000 Penalty: 4948.899414
	Iteration 19Q: 3 clusters Score -2406852 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2406934.250000 Penalty: 4948.899414
	Iteration 20F: 3 clusters Score -2406934 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2407010.500000 Penalty: 4948.899414
	Iteration 21Q: 3 clusters Score -2407010 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2407076.750000 Penalty: 4948.899414
	Iteration 22Q: 3 clusters Score -2407077 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19936 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2407128.750000 Penalty: 4948.899414
	Iteration 23Q: 3 clusters Score -2407129 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2407159.500000 Penalty: 4948.899414
	Iteration 24Q: 3 clusters Score -2407160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2407188.000000 Penalty: 4948.899414
	Iteration 25Q: 3 clusters Score -2407188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20111 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2407201.500000 Penalty: 4948.899414
	Iteration 26Q: 3 clusters Score -2407202 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -2407210.000000 Penalty: 4948.899414
	Iteration 27Q: 3 clusters Score -2407210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2407220.750000 Penalty: 4948.899414
	Iteration 28Q: 3 clusters Score -2407221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2407239.500000 Penalty: 4948.899414
	Iteration 29Q: 3 clusters Score -2407240 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2407252.750000 Penalty: 4948.899414
	Iteration 30Q: 3 clusters Score -2407253 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2407277.750000 Penalty: 4948.899414
	Iteration 31Q: 3 clusters Score -2407278 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2407293.000000 Penalty: 4948.899414
	Iteration 32Q: 3 clusters Score -2407293 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2407306.250000 Penalty: 4948.899414
	Iteration 33Q: 3 clusters Score -2407306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -2407315.750000 Penalty: 4948.899414
	Iteration 34Q: 3 clusters Score -2407316 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2407334.500000 Penalty: 4948.899414
	Iteration 35Q: 3 clusters Score -2407334 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2407348.000000 Penalty: 4948.899414
	Iteration 36Q: 3 clusters Score -2407348 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2407358.250000 Penalty: 4948.899414
	Iteration 37Q: 3 clusters Score -2407358 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2407359.750000 Penalty: 4948.899414
	Iteration 38Q: 3 clusters Score -2407360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2407369.750000 Penalty: 4948.899414
	Iteration 39Q: 3 clusters Score -2407370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20491 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2407383.000000 Penalty: 4948.899414
	Iteration 40F: 3 clusters Score -2407383 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20513 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2407394.750000 Penalty: 4948.899414
	Iteration 41Q: 3 clusters Score -2407395 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -2407412.750000 Penalty: 4948.899414
	Iteration 42Q: 3 clusters Score -2407413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20564 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2407428.750000 Penalty: 4948.899414
	Iteration 43Q: 3 clusters Score -2407429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2407439.500000 Penalty: 4948.899414
	Iteration 44Q: 3 clusters Score -2407440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20596 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2407442.000000 Penalty: 4948.899414
	Iteration 45Q: 3 clusters Score -2407442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2407454.000000 Penalty: 4948.899414
	Iteration 46Q: 3 clusters Score -2407454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2407465.000000 Penalty: 4948.899414
	Iteration 47Q: 3 clusters Score -2407465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2407477.000000 Penalty: 4948.899414
	Iteration 48Q: 3 clusters Score -2407477 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2407490.250000 Penalty: 4948.899414
	Iteration 49Q: 3 clusters Score -2407490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2407499.000000 Penalty: 4948.899414
	Iteration 50Q: 3 clusters Score -2407499 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2407513.250000 Penalty: 4948.899414
	Iteration 51Q: 3 clusters Score -2407513 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20712 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2407523.750000 Penalty: 4948.899414
	Iteration 52Q: 3 clusters Score -2407524 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20720 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -2407526.250000 Penalty: 4948.899414
	Iteration 53Q: 3 clusters Score -2407526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2407533.000000 Penalty: 4948.899414
	Iteration 54Q: 3 clusters Score -2407533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2407536.000000 Penalty: 4948.899414
	Iteration 55Q: 3 clusters Score -2407536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2407536.000000 Penalty: 4948.899414
	Iteration 56Q: 3 clusters Score -2407536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2407542.000000 Penalty: 4948.899414
	Iteration 57Q: 3 clusters Score -2407542 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -2407542.750000 Penalty: 4948.899414
	Iteration 58Q: 3 clusters Score -2407543 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2407540.250000 Penalty: 4948.899414
	Iteration 59Q: 3 clusters Score -2407540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20764 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2407541.750000 Penalty: 4948.899414
	Iteration 60F: 3 clusters Score -2407542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2407545.000000 Penalty: 4948.899414
	Iteration 61Q: 3 clusters Score -2407545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2407546.250000 Penalty: 4948.899414
	Iteration 62Q: 3 clusters Score -2407546 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -2407556.000000 Penalty: 4948.899414
	Iteration 63Q: 3 clusters Score -2407556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -2407553.500000 Penalty: 4948.899414
	Iteration 64Q: 3 clusters Score -2407554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20791 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2407555.500000 Penalty: 4948.899414
	Iteration 65Q: 3 clusters Score -2407556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2407554.500000 Penalty: 4948.899414
	Iteration 66Q: 3 clusters Score -2407554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -2407557.000000 Penalty: 4948.899414
	Iteration 67Q: 3 clusters Score -2407557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2407557.750000 Penalty: 4948.899414
	Iteration 68Q: 3 clusters Score -2407558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2407557.750000 Penalty: 4948.899414
	Iteration 69F: 3 clusters Score -2407558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -71591.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -71591.87 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 368 members 
Entering Unmasked Estep 
Score: -69926.679688 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -69926.68 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -70267.867188 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -70267.87 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -70440.289062 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -70440.29 nChanged 37
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: -70599.851562 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -70599.85 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -70761.062500 Penalty: 3273.535889
	Iteration 4F: 3 clusters Score -70761.06 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -71135.140625 Penalty: 3273.535889
	Iteration 5F: 3 clusters Score -71135.14 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -71875.304688 Penalty: 3273.535889
	Iteration 6F: 3 clusters Score -71875.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -72262.695312 Penalty: 3273.535889
	Iteration 7F: 3 clusters Score -72262.7 nChanged 21
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: -72382.734375 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -72382.73 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -72528.945312 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -72528.95 nChanged 7
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: -72664.468750 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -72664.47 nChanged 4
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: -72758.484375 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -72758.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -72833.726562 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -72833.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -72852.070312 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -72852.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -72859.609375 Penalty: 3273.535889
	Iteration 14Q: 3 clusters Score -72859.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -72875.796875 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -72875.8 nChanged 2
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: -72885.984375 Penalty: 3273.535889
	Iteration 16Q: 3 clusters Score -72885.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -72894.398438 Penalty: 3273.535889
	Iteration 17Q: 3 clusters Score -72894.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -72905.015625 Penalty: 3273.535889
	Iteration 18Q: 3 clusters Score -72905.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -72905.015625 Penalty: 3273.535889
	Iteration 19F: 3 clusters Score -72905.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 26299 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57251 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238856 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39647 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208657 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37960 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 78996 members 
Mstep: Class 19 contains 11957 members 
Mstep: Class 20 contains 317657 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 276 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19298 members 
Mstep: Class 26 contains 196993 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 459 members 
Entering Unmasked Estep 
Score: -161425648.000000 Penalty: 101876.304688
Splitting cluster 23 changes total score from -161426960.000000 to -161425648.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -429663.718750 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -429663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -425134.531250 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -425134.5 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -426291.062500 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -426291.1 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -426553.281250 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -426553.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -426752.968750 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -426753 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -426916.562500 Penalty: 4224.626953
	Iteration 4Q: 3 clusters Score -426916.6 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -427073.187500 Penalty: 4224.626953
	Iteration 5Q: 3 clusters Score -427073.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -427209.281250 Penalty: 4224.626953
	Iteration 6Q: 3 clusters Score -427209.3 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -427354.187500 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -427354.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -427560.625000 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -427560.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -427830.062500 Penalty: 4224.626953
	Iteration 9F: 3 clusters Score -427830.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -428160.406250 Penalty: 4224.626953
	Iteration 10F: 3 clusters Score -428160.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -428511.437500 Penalty: 4224.626953
	Iteration 11F: 3 clusters Score -428511.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -428835.437500 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -428835.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -429020.562500 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -429020.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -429117.562500 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -429117.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -429155.843750 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -429155.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -429171.000000 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -429171 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -429181.968750 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -429182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -429188.687500 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -429188.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -429195.031250 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -429195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -429198.468750 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -429198.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -429200.812500 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -429200.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -429203.281250 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -429203.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -429204.375000 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -429204.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -429206.156250 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -429206.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -429206.656250 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -429206.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -429206.656250 Penalty: 4224.626953
	Iteration 26F: 3 clusters Score -429206.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Entering Unmasked Estep 
Score: -2316683.000000 Penalty: 2447.203613
	Iteration 0F: 2 clusters Score -2316683 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -2303161.750000 Penalty: 4894.407227
	Iteration 0F: 3 clusters Score -2303162 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 9659 members 
Entering Unmasked Estep 
Score: -2307694.750000 Penalty: 4894.407227
	Iteration 1F: 3 clusters Score -2307695 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2308062.750000 Penalty: 4894.407227
	Iteration 2F: 3 clusters Score -2308063 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -2308338.750000 Penalty: 4894.407227
	Iteration 3Q: 3 clusters Score -2308339 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2308587.500000 Penalty: 4894.407227
	Iteration 4Q: 3 clusters Score -2308588 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9225 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2308819.000000 Penalty: 4894.407227
	Iteration 5Q: 3 clusters Score -2308819 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2309093.250000 Penalty: 4894.407227
	Iteration 6Q: 3 clusters Score -2309093 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2309406.500000 Penalty: 4894.407227
	Iteration 7Q: 3 clusters Score -2309406 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2309822.250000 Penalty: 4894.407227
	Iteration 8Q: 3 clusters Score -2309822 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -2310296.500000 Penalty: 4894.407227
	Iteration 9Q: 3 clusters Score -2310296 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -2310829.500000 Penalty: 4894.407227
	Iteration 10Q: 3 clusters Score -2310830 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2311376.500000 Penalty: 4894.407227
	Iteration 11Q: 3 clusters Score -2311376 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2311825.750000 Penalty: 4894.407227
	Iteration 12Q: 3 clusters Score -2311826 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 12080 members 
Entering Unmasked Estep 
Score: -2312176.750000 Penalty: 4894.407227
	Iteration 13Q: 3 clusters Score -2312177 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -2312380.250000 Penalty: 4894.407227
	Iteration 14Q: 3 clusters Score -2312380 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -2312485.750000 Penalty: 4894.407227
	Iteration 15Q: 3 clusters Score -2312486 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2312563.250000 Penalty: 4894.407227
	Iteration 16Q: 3 clusters Score -2312563 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -2312612.750000 Penalty: 4894.407227
	Iteration 17Q: 3 clusters Score -2312613 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 12799 members 
Entering Unmasked Estep 
Score: -2312665.750000 Penalty: 4894.407227
	Iteration 18Q: 3 clusters Score -2312666 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -2312703.000000 Penalty: 4894.407227
	Iteration 19Q: 3 clusters Score -2312703 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2312730.250000 Penalty: 4894.407227
	Iteration 20F: 3 clusters Score -2312730 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2312750.750000 Penalty: 4894.407227
	Iteration 21Q: 3 clusters Score -2312751 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2312776.750000 Penalty: 4894.407227
	Iteration 22Q: 3 clusters Score -2312777 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2312792.500000 Penalty: 4894.407227
	Iteration 23Q: 3 clusters Score -2312792 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -2312818.500000 Penalty: 4894.407227
	Iteration 24Q: 3 clusters Score -2312818 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -2312836.000000 Penalty: 4894.407227
	Iteration 25Q: 3 clusters Score -2312836 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 13670 members 
Entering Unmasked Estep 
Score: -2312860.500000 Penalty: 4894.407227
	Iteration 26Q: 3 clusters Score -2312860 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2312889.250000 Penalty: 4894.407227
	Iteration 27Q: 3 clusters Score -2312889 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2312895.000000 Penalty: 4894.407227
	Iteration 28Q: 3 clusters Score -2312895 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 13957 members 
Entering Unmasked Estep 
Score: -2312922.000000 Penalty: 4894.407227
	Iteration 29Q: 3 clusters Score -2312922 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -2312935.500000 Penalty: 4894.407227
	Iteration 30Q: 3 clusters Score -2312936 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2312967.250000 Penalty: 4894.407227
	Iteration 31Q: 3 clusters Score -2312967 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2312986.500000 Penalty: 4894.407227
	Iteration 32Q: 3 clusters Score -2312986 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -2313012.500000 Penalty: 4894.407227
	Iteration 33Q: 3 clusters Score -2313012 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -2313038.750000 Penalty: 4894.407227
	Iteration 34Q: 3 clusters Score -2313039 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 14554 members 
Entering Unmasked Estep 
Score: -2313058.500000 Penalty: 4894.407227
	Iteration 35Q: 3 clusters Score -2313058 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2313085.000000 Penalty: 4894.407227
	Iteration 36Q: 3 clusters Score -2313085 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -2313110.500000 Penalty: 4894.407227
	Iteration 37Q: 3 clusters Score -2313110 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -2313123.250000 Penalty: 4894.407227
	Iteration 38Q: 3 clusters Score -2313123 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -2313156.750000 Penalty: 4894.407227
	Iteration 39Q: 3 clusters Score -2313157 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -2313177.500000 Penalty: 4894.407227
	Iteration 40F: 3 clusters Score -2313178 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2313214.250000 Penalty: 4894.407227
	Iteration 41Q: 3 clusters Score -2313214 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -2313248.250000 Penalty: 4894.407227
	Iteration 42Q: 3 clusters Score -2313248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -2313283.750000 Penalty: 4894.407227
	Iteration 43Q: 3 clusters Score -2313284 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2313322.000000 Penalty: 4894.407227
	Iteration 44Q: 3 clusters Score -2313322 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2313373.500000 Penalty: 4894.407227
	Iteration 45Q: 3 clusters Score -2313374 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 15725 members 
Entering Unmasked Estep 
Score: -2313417.000000 Penalty: 4894.407227
	Iteration 46Q: 3 clusters Score -2313417 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 15833 members 
Entering Unmasked Estep 
Score: -2313460.000000 Penalty: 4894.407227
	Iteration 47Q: 3 clusters Score -2313460 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2313510.750000 Penalty: 4894.407227
	Iteration 48Q: 3 clusters Score -2313511 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2313559.000000 Penalty: 4894.407227
	Iteration 49Q: 3 clusters Score -2313559 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2313602.250000 Penalty: 4894.407227
	Iteration 50Q: 3 clusters Score -2313602 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -2313664.750000 Penalty: 4894.407227
	Iteration 51Q: 3 clusters Score -2313665 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2313712.500000 Penalty: 4894.407227
	Iteration 52Q: 3 clusters Score -2313712 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -2313760.750000 Penalty: 4894.407227
	Iteration 53Q: 3 clusters Score -2313761 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -2313804.000000 Penalty: 4894.407227
	Iteration 54Q: 3 clusters Score -2313804 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -2313855.500000 Penalty: 4894.407227
	Iteration 55Q: 3 clusters Score -2313856 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2313901.000000 Penalty: 4894.407227
	Iteration 56Q: 3 clusters Score -2313901 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 16960 members 
Entering Unmasked Estep 
Score: -2313945.750000 Penalty: 4894.407227
	Iteration 57Q: 3 clusters Score -2313946 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2313996.750000 Penalty: 4894.407227
	Iteration 58Q: 3 clusters Score -2313997 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -2314033.000000 Penalty: 4894.407227
	Iteration 59Q: 3 clusters Score -2314033 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2314085.750000 Penalty: 4894.407227
	Iteration 60F: 3 clusters Score -2314086 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2314138.500000 Penalty: 4894.407227
	Iteration 61Q: 3 clusters Score -2314138 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2314186.500000 Penalty: 4894.407227
	Iteration 62Q: 3 clusters Score -2314186 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -2314249.000000 Penalty: 4894.407227
	Iteration 63Q: 3 clusters Score -2314249 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2314285.750000 Penalty: 4894.407227
	Iteration 64Q: 3 clusters Score -2314286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2314321.750000 Penalty: 4894.407227
	Iteration 65Q: 3 clusters Score -2314322 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2314363.750000 Penalty: 4894.407227
	Iteration 66Q: 3 clusters Score -2314364 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 17801 members 
Entering Unmasked Estep 
Score: -2314393.000000 Penalty: 4894.407227
	Iteration 67Q: 3 clusters Score -2314393 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -2314419.500000 Penalty: 4894.407227
	Iteration 68Q: 3 clusters Score -2314420 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2314443.000000 Penalty: 4894.407227
	Iteration 69Q: 3 clusters Score -2314443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2314459.250000 Penalty: 4894.407227
	Iteration 70Q: 3 clusters Score -2314459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2314468.750000 Penalty: 4894.407227
	Iteration 71Q: 3 clusters Score -2314469 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2314482.500000 Penalty: 4894.407227
	Iteration 72Q: 3 clusters Score -2314482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -2314490.750000 Penalty: 4894.407227
	Iteration 73Q: 3 clusters Score -2314491 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2314493.500000 Penalty: 4894.407227
	Iteration 74Q: 3 clusters Score -2314494 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2314494.000000 Penalty: 4894.407227
	Iteration 75Q: 3 clusters Score -2314494 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2314499.000000 Penalty: 4894.407227
	Iteration 76Q: 3 clusters Score -2314499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2314506.250000 Penalty: 4894.407227
	Iteration 77Q: 3 clusters Score -2314506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2314509.750000 Penalty: 4894.407227
	Iteration 78Q: 3 clusters Score -2314510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -2314509.000000 Penalty: 4894.407227
	Iteration 79Q: 3 clusters Score -2314509 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2314512.250000 Penalty: 4894.407227
	Iteration 80F: 3 clusters Score -2314512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2314516.250000 Penalty: 4894.407227
	Iteration 81Q: 3 clusters Score -2314516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2314520.750000 Penalty: 4894.407227
	Iteration 82Q: 3 clusters Score -2314521 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2314522.250000 Penalty: 4894.407227
	Iteration 83Q: 3 clusters Score -2314522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2314521.250000 Penalty: 4894.407227
	Iteration 84Q: 3 clusters Score -2314521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -2314522.500000 Penalty: 4894.407227
	Iteration 85Q: 3 clusters Score -2314522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2314528.000000 Penalty: 4894.407227
	Iteration 86Q: 3 clusters Score -2314528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2314525.750000 Penalty: 4894.407227
	Iteration 87Q: 3 clusters Score -2314526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2314526.500000 Penalty: 4894.407227
	Iteration 88Q: 3 clusters Score -2314526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2314527.750000 Penalty: 4894.407227
	Iteration 89Q: 3 clusters Score -2314528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -2314527.750000 Penalty: 4894.407227
	Iteration 90Q: 3 clusters Score -2314528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2314530.250000 Penalty: 4894.407227
	Iteration 91Q: 3 clusters Score -2314530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2314534.250000 Penalty: 4894.407227
	Iteration 92Q: 3 clusters Score -2314534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2314533.250000 Penalty: 4894.407227
	Iteration 93Q: 3 clusters Score -2314533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2314534.250000 Penalty: 4894.407227
	Iteration 94Q: 3 clusters Score -2314534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -2314534.500000 Penalty: 4894.407227
	Iteration 95Q: 3 clusters Score -2314534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2314531.250000 Penalty: 4894.407227
	Iteration 96Q: 3 clusters Score -2314531 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2314536.250000 Penalty: 4894.407227
	Iteration 97Q: 3 clusters Score -2314536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2314534.000000 Penalty: 4894.407227
	Iteration 98Q: 3 clusters Score -2314534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2314534.750000 Penalty: 4894.407227
	Iteration 99Q: 3 clusters Score -2314535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2314534.750000 Penalty: 4894.407227
	Iteration 100F: 3 clusters Score -2314535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (196993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196993 members 
Entering Unmasked Estep 
Score: -23117784.000000 Penalty: 3023.349121
	Iteration 0F: 2 clusters Score -2.311778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98762 members 
Mstep: Class 2 contains 98231 members 
Entering Unmasked Estep 
Score: -22989718.000000 Penalty: 6046.698242
	Iteration 0F: 3 clusters Score -2.298972e+07 nChanged 94783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104251 members 
Mstep: Class 2 contains 92742 members 
Entering Unmasked Estep 
Score: -23045224.000000 Penalty: 6046.698242
	Iteration 1F: 3 clusters Score -2.304522e+07 nChanged 6068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107617 members 
Mstep: Class 2 contains 89376 members 
Entering Unmasked Estep 
Score: -23046746.000000 Penalty: 6046.698242
	Iteration 2Q: 3 clusters Score -2.304675e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112895 members 
Mstep: Class 2 contains 84098 members 
Entering Unmasked Estep 
Score: -23049230.000000 Penalty: 6046.698242
	Iteration 3Q: 3 clusters Score -2.304923e+07 nChanged 9658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121063 members 
Mstep: Class 2 contains 75930 members 
Entering Unmasked Estep 
Score: -23053802.000000 Penalty: 6046.698242
	Iteration 4Q: 3 clusters Score -2.30538e+07 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133098 members 
Mstep: Class 2 contains 63895 members 
Entering Unmasked Estep 
Score: -23062840.000000 Penalty: 6046.698242
	Iteration 5F: 3 clusters Score -2.306284e+07 nChanged 17286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148756 members 
Mstep: Class 2 contains 48237 members 
Entering Unmasked Estep 
Score: -23077764.000000 Penalty: 6046.698242
	Iteration 6F: 3 clusters Score -2.307776e+07 nChanged 17775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164989 members 
Mstep: Class 2 contains 32004 members 
Entering Unmasked Estep 
Score: -23094862.000000 Penalty: 6046.698242
	Iteration 7F: 3 clusters Score -2.309486e+07 nChanged 13564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177997 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -23106628.000000 Penalty: 6046.698242
	Iteration 8F: 3 clusters Score -2.310663e+07 nChanged 7975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185812 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -23112650.000000 Penalty: 6046.698242
	Iteration 9Q: 3 clusters Score -2.311265e+07 nChanged 3861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189575 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -23115258.000000 Penalty: 6046.698242
	Iteration 10Q: 3 clusters Score -2.311526e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191306 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -23116078.000000 Penalty: 6046.698242
	Iteration 11Q: 3 clusters Score -2.311608e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192294 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -23116494.000000 Penalty: 6046.698242
	Iteration 12Q: 3 clusters Score -2.311649e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192969 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -23116544.000000 Penalty: 6046.698242
	Iteration 13Q: 3 clusters Score -2.311654e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193486 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -23116602.000000 Penalty: 6046.698242
	Iteration 14Q: 3 clusters Score -2.31166e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193889 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -23116602.000000 Penalty: 6046.698242
	Iteration 15Q: 3 clusters Score -2.31166e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194203 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -23116616.000000 Penalty: 6046.698242
	Iteration 16Q: 3 clusters Score -2.311662e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194450 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -23116648.000000 Penalty: 6046.698242
	Iteration 17Q: 3 clusters Score -2.311665e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194625 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -23116650.000000 Penalty: 6046.698242
	Iteration 18Q: 3 clusters Score -2.311665e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194747 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -23116656.000000 Penalty: 6046.698242
	Iteration 19Q: 3 clusters Score -2.311666e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194842 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -23116674.000000 Penalty: 6046.698242
	Iteration 20F: 3 clusters Score -2.311667e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194920 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -23116628.000000 Penalty: 6046.698242
	Iteration 21Q: 3 clusters Score -2.311663e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194967 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -23116618.000000 Penalty: 6046.698242
	Iteration 22Q: 3 clusters Score -2.311662e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195023 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -23116618.000000 Penalty: 6046.698242
	Iteration 23Q: 3 clusters Score -2.311662e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195073 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -23116610.000000 Penalty: 6046.698242
	Iteration 24Q: 3 clusters Score -2.311661e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195114 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -23116588.000000 Penalty: 6046.698242
	Iteration 25Q: 3 clusters Score -2.311659e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195159 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -23116578.000000 Penalty: 6046.698242
	Iteration 26Q: 3 clusters Score -2.311658e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195184 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23116556.000000 Penalty: 6046.698242
	Iteration 27Q: 3 clusters Score -2.311656e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195210 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -23116514.000000 Penalty: 6046.698242
	Iteration 28Q: 3 clusters Score -2.311651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195225 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -23116516.000000 Penalty: 6046.698242
	Iteration 29Q: 3 clusters Score -2.311652e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195240 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -23116510.000000 Penalty: 6046.698242
	Iteration 30Q: 3 clusters Score -2.311651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195258 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -23116500.000000 Penalty: 6046.698242
	Iteration 31Q: 3 clusters Score -2.31165e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195281 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -23116508.000000 Penalty: 6046.698242
	Iteration 32Q: 3 clusters Score -2.311651e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195300 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -23116498.000000 Penalty: 6046.698242
	Iteration 33Q: 3 clusters Score -2.31165e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195312 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23116476.000000 Penalty: 6046.698242
	Iteration 34Q: 3 clusters Score -2.311648e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195321 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -23116456.000000 Penalty: 6046.698242
	Iteration 35Q: 3 clusters Score -2.311646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195331 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -23116448.000000 Penalty: 6046.698242
	Iteration 36Q: 3 clusters Score -2.311645e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195340 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -23116444.000000 Penalty: 6046.698242
	Iteration 37Q: 3 clusters Score -2.311644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195345 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -23116436.000000 Penalty: 6046.698242
	Iteration 38Q: 3 clusters Score -2.311644e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195348 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -23116432.000000 Penalty: 6046.698242
	Iteration 39Q: 3 clusters Score -2.311643e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195353 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -23116444.000000 Penalty: 6046.698242
	Iteration 40F: 3 clusters Score -2.311644e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195355 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -23116432.000000 Penalty: 6046.698242
	Iteration 41Q: 3 clusters Score -2.311643e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195363 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -23116446.000000 Penalty: 6046.698242
	Iteration 42Q: 3 clusters Score -2.311645e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195365 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23116432.000000 Penalty: 6046.698242
	Iteration 43Q: 3 clusters Score -2.311643e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195365 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23116432.000000 Penalty: 6046.698242
	Iteration 44F: 3 clusters Score -2.311643e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45566.437500 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -45566.44 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 227 members 
Entering Unmasked Estep 
Score: -44091.148438 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -44091.15 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -44230.218750 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -44230.22 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44260.699219 Penalty: 3030.186768
	Iteration 2Q: 3 clusters Score -44260.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44277.644531 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -44277.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -44294.417969 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -44294.42 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44303.652344 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -44303.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -44303.652344 Penalty: 3030.186768
	Iteration 6F: 3 clusters Score -44303.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -224238.093750 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -224238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -221553.187500 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -221553.2 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -222090.078125 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -222090.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -222269.468750 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -222269.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -222404.421875 Penalty: 3795.662842
	Iteration 3Q: 3 clusters Score -222404.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -222546.375000 Penalty: 3795.662842
	Iteration 4Q: 3 clusters Score -222546.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -222694.171875 Penalty: 3795.662842
	Iteration 5Q: 3 clusters Score -222694.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -222829.140625 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -222829.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -222988.765625 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -222988.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -223142.906250 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -223142.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -223264.593750 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -223264.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -223385.656250 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -223385.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -223502.312500 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -223502.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -223666.140625 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -223666.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -223872.921875 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -223872.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -224079.390625 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -224079.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -224197.515625 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -224197.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -224256.968750 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -224257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -224303.062500 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -224303.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -224333.343750 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -224333.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -224347.984375 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -224348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -224353.343750 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -224353.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -224360.921875 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -224360.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -224376.078125 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -224376.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -224387.015625 Penalty: 3795.662842
	Iteration 23Q: 3 clusters Score -224387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -224394.468750 Penalty: 3795.662842
	Iteration 24Q: 3 clusters Score -224394.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -224397.234375 Penalty: 3795.662842
	Iteration 25Q: 3 clusters Score -224397.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -224402.265625 Penalty: 3795.662842
	Iteration 26Q: 3 clusters Score -224402.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -224405.093750 Penalty: 3795.662842
	Iteration 27Q: 3 clusters Score -224405.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -224406.468750 Penalty: 3795.662842
	Iteration 28Q: 3 clusters Score -224406.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -224406.468750 Penalty: 3795.662842
	Iteration 29F: 3 clusters Score -224406.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 26299 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57251 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238856 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39647 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208657 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37960 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 78996 members 
Mstep: Class 19 contains 11957 members 
Mstep: Class 20 contains 317657 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19298 members 
Mstep: Class 26 contains 196993 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 1189 members 
Mstep: Class 29 contains 917 members 
Entering Unmasked Estep 
Score: -161425392.000000 Penalty: 101876.304688
Splitting cluster 28 changes total score from -161426960.000000 to -161425392.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 26299 members 
Mstep: Class 4 contains 11782 members 
Mstep: Class 5 contains 3728 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57251 members 
Mstep: Class 8 contains 2410 members 
Mstep: Class 9 contains 238856 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39647 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208657 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37960 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 78996 members 
Mstep: Class 19 contains 11957 members 
Mstep: Class 20 contains 317657 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19298 members 
Mstep: Class 26 contains 196993 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426928.000000 Penalty: 98363.328125
Iteration 279Q: 29 clusters Score -1.614269e+08 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 26302 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57251 members 
Mstep: Class 8 contains 2411 members 
Mstep: Class 9 contains 238868 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18465 members 
Mstep: Class 12 contains 39647 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208644 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37961 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 78998 members 
Mstep: Class 19 contains 11957 members 
Mstep: Class 20 contains 317653 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19299 members 
Mstep: Class 26 contains 196990 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426928.000000 Penalty: 98363.328125
Iteration 280F: 29 clusters Score -1.614269e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 26308 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57252 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238870 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39646 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208647 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37960 members 
Mstep: Class 17 contains 24786 members 
Mstep: Class 18 contains 79000 members 
Mstep: Class 19 contains 11959 members 
Mstep: Class 20 contains 317652 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19299 members 
Mstep: Class 26 contains 196976 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 281Q: 29 clusters Score -1.614269e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 26312 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57253 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238874 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39645 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208650 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37960 members 
Mstep: Class 17 contains 24786 members 
Mstep: Class 18 contains 78999 members 
Mstep: Class 19 contains 11959 members 
Mstep: Class 20 contains 317650 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19299 members 
Mstep: Class 26 contains 196968 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426880.000000 Penalty: 98363.328125
Iteration 282Q: 29 clusters Score -1.614269e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 26317 members 
Mstep: Class 4 contains 11783 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57252 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238875 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39646 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208648 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37959 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79001 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317658 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19299 members 
Mstep: Class 26 contains 196956 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426880.000000 Penalty: 98363.328125
Iteration 283Q: 29 clusters Score -1.614269e+08 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 26327 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57254 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238882 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39646 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208644 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37960 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79003 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317649 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19300 members 
Mstep: Class 26 contains 196946 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427104.000000 Penalty: 98363.328125
Iteration 284Q: 29 clusters Score -1.614271e+08 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 14037 members 
Mstep: Class 3 contains 26336 members 
Mstep: Class 4 contains 11784 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57252 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238882 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39646 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208645 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37962 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79004 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317652 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19300 members 
Mstep: Class 26 contains 196934 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 285Q: 29 clusters Score -1.614269e+08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26346 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57252 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238877 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39645 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208641 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37962 members 
Mstep: Class 17 contains 24782 members 
Mstep: Class 18 contains 79007 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317652 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19300 members 
Mstep: Class 26 contains 196930 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 286Q: 29 clusters Score -1.61427e+08 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26350 members 
Mstep: Class 4 contains 11786 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57254 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238879 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39644 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208637 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37966 members 
Mstep: Class 17 contains 24781 members 
Mstep: Class 18 contains 79009 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317654 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19300 members 
Mstep: Class 26 contains 196920 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 287Q: 29 clusters Score -1.61427e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26351 members 
Mstep: Class 4 contains 11787 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57253 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238877 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39643 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208631 members 
Mstep: Class 15 contains 15348 members 
Mstep: Class 16 contains 37967 members 
Mstep: Class 17 contains 24781 members 
Mstep: Class 18 contains 79011 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317658 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19301 members 
Mstep: Class 26 contains 196918 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426880.000000 Penalty: 98363.328125
Iteration 288Q: 29 clusters Score -1.614269e+08 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26354 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238886 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208630 members 
Mstep: Class 15 contains 15348 members 
Mstep: Class 16 contains 37967 members 
Mstep: Class 17 contains 24780 members 
Mstep: Class 18 contains 79012 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317647 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19301 members 
Mstep: Class 26 contains 196917 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 289Q: 29 clusters Score -1.614269e+08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26358 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238889 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39641 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208638 members 
Mstep: Class 15 contains 15348 members 
Mstep: Class 16 contains 37967 members 
Mstep: Class 17 contains 24780 members 
Mstep: Class 18 contains 79009 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317641 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196909 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 290Q: 29 clusters Score -1.61427e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238896 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39642 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208644 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24780 members 
Mstep: Class 18 contains 79010 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317641 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 196894 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427072.000000 Penalty: 98363.328125
Iteration 291Q: 29 clusters Score -1.614271e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26358 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238909 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39641 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208646 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24780 members 
Mstep: Class 18 contains 79010 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317641 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196877 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 292Q: 29 clusters Score -1.61427e+08 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26360 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238917 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39641 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208646 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24780 members 
Mstep: Class 18 contains 79008 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317636 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19306 members 
Mstep: Class 26 contains 196869 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 293Q: 29 clusters Score -1.614269e+08 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57260 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238922 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208649 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24780 members 
Mstep: Class 18 contains 79006 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317635 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19307 members 
Mstep: Class 26 contains 196863 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 294Q: 29 clusters Score -1.61427e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57259 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238927 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39641 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208649 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24780 members 
Mstep: Class 18 contains 79007 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317636 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 196854 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426896.000000 Penalty: 98363.328125
Iteration 295Q: 29 clusters Score -1.614269e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 3729 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57260 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238933 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208650 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37969 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79009 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317635 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19306 members 
Mstep: Class 26 contains 196848 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 296Q: 29 clusters Score -1.614269e+08 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26360 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238934 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208652 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37969 members 
Mstep: Class 17 contains 24778 members 
Mstep: Class 18 contains 79010 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317635 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 196841 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 297Q: 29 clusters Score -1.614269e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11788 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238935 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208661 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37969 members 
Mstep: Class 17 contains 24778 members 
Mstep: Class 18 contains 79013 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317628 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19307 members 
Mstep: Class 26 contains 196838 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426848.000000 Penalty: 98363.328125
Iteration 298Q: 29 clusters Score -1.614268e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238936 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208668 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24777 members 
Mstep: Class 18 contains 79013 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317628 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19307 members 
Mstep: Class 26 contains 196829 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426848.000000 Penalty: 98363.328125
Iteration 299Q: 29 clusters Score -1.614268e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238930 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208676 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24778 members 
Mstep: Class 18 contains 79014 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317628 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196828 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426848.000000 Penalty: 98363.328125
Iteration 300F: 29 clusters Score -1.614268e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57259 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238929 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208674 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79014 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317635 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196825 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 301Q: 29 clusters Score -1.614269e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11789 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238927 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18464 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208673 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79015 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317640 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196825 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 302Q: 29 clusters Score -1.614269e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238924 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208670 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37967 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79018 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317646 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196824 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426848.000000 Penalty: 98363.328125
Iteration 303Q: 29 clusters Score -1.614268e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238924 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208673 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37967 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79018 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317646 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196823 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426896.000000 Penalty: 98363.328125
Iteration 304Q: 29 clusters Score -1.614269e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238924 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208676 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37967 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79017 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317645 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196822 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 305Q: 29 clusters Score -1.614269e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26359 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238925 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18463 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208671 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79017 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317646 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196824 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 306Q: 29 clusters Score -1.614269e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26360 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238922 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208667 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79017 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317653 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196825 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 307Q: 29 clusters Score -1.61427e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26361 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3730 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238921 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208663 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79018 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317657 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196824 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 308Q: 29 clusters Score -1.61427e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26362 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238919 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208661 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79019 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317658 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196824 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 309Q: 29 clusters Score -1.614269e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26362 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238923 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208657 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37968 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79021 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317656 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196825 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 310Q: 29 clusters Score -1.61427e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26363 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238929 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208651 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37969 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79021 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317656 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196821 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 311Q: 29 clusters Score -1.61427e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26366 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238927 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208649 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37969 members 
Mstep: Class 17 contains 24779 members 
Mstep: Class 18 contains 79023 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317657 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196819 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 312Q: 29 clusters Score -1.61427e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17066 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26368 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238927 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208651 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37969 members 
Mstep: Class 17 contains 24780 members 
Mstep: Class 18 contains 79022 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317654 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196818 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427088.000000 Penalty: 98363.328125
Iteration 313Q: 29 clusters Score -1.614271e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26370 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238924 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208650 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37969 members 
Mstep: Class 17 contains 24781 members 
Mstep: Class 18 contains 79022 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317654 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196820 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427072.000000 Penalty: 98363.328125
Iteration 314Q: 29 clusters Score -1.614271e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26370 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238920 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208651 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24782 members 
Mstep: Class 18 contains 79022 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317653 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196822 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427104.000000 Penalty: 98363.328125
Iteration 315Q: 29 clusters Score -1.614271e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26370 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238919 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208654 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24782 members 
Mstep: Class 18 contains 79020 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317655 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196821 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427056.000000 Penalty: 98363.328125
Iteration 316Q: 29 clusters Score -1.614271e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26370 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238921 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208655 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24782 members 
Mstep: Class 18 contains 79019 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317656 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196818 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 317Q: 29 clusters Score -1.61427e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26371 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238923 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208651 members 
Mstep: Class 15 contains 15350 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24782 members 
Mstep: Class 18 contains 79020 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317653 members 
Mstep: Class 21 contains 9902 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196821 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427056.000000 Penalty: 98363.328125
Iteration 318Q: 29 clusters Score -1.614271e+08 nChanged 18
Entering ConstructFrom: 
Score: -161427056.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (17065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Entering Unmasked Estep 
Score: -1924644.875000 Penalty: 2416.706787
	Iteration 0F: 2 clusters Score -1924645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -1912419.375000 Penalty: 4833.413574
	Iteration 0F: 3 clusters Score -1912419 nChanged 7446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1916571.625000 Penalty: 4833.413574
	Iteration 1F: 3 clusters Score -1916572 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1917157.125000 Penalty: 4833.413574
	Iteration 2F: 3 clusters Score -1917157 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -1917664.750000 Penalty: 4833.413574
	Iteration 3F: 3 clusters Score -1917665 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1918108.500000 Penalty: 4833.413574
	Iteration 4F: 3 clusters Score -1918108 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1918554.250000 Penalty: 4833.413574
	Iteration 5Q: 3 clusters Score -1918554 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -1918987.375000 Penalty: 4833.413574
	Iteration 6Q: 3 clusters Score -1918987 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -1919443.500000 Penalty: 4833.413574
	Iteration 7Q: 3 clusters Score -1919444 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1919820.625000 Penalty: 4833.413574
	Iteration 8Q: 3 clusters Score -1919821 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -1920154.750000 Penalty: 4833.413574
	Iteration 9Q: 3 clusters Score -1920155 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -1920421.125000 Penalty: 4833.413574
	Iteration 10Q: 3 clusters Score -1920421 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1920634.875000 Penalty: 4833.413574
	Iteration 11Q: 3 clusters Score -1920635 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1920782.750000 Penalty: 4833.413574
	Iteration 12Q: 3 clusters Score -1920783 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1920934.125000 Penalty: 4833.413574
	Iteration 13Q: 3 clusters Score -1920934 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1921038.375000 Penalty: 4833.413574
	Iteration 14Q: 3 clusters Score -1921038 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1921104.875000 Penalty: 4833.413574
	Iteration 15Q: 3 clusters Score -1921105 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -1921146.125000 Penalty: 4833.413574
	Iteration 16Q: 3 clusters Score -1921146 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1921179.750000 Penalty: 4833.413574
	Iteration 17Q: 3 clusters Score -1921180 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -1921206.375000 Penalty: 4833.413574
	Iteration 18Q: 3 clusters Score -1921206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1921236.000000 Penalty: 4833.413574
	Iteration 19Q: 3 clusters Score -1921236 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1921259.000000 Penalty: 4833.413574
	Iteration 20F: 3 clusters Score -1921259 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 10063 members 
Entering Unmasked Estep 
Score: -1921270.875000 Penalty: 4833.413574
	Iteration 21Q: 3 clusters Score -1921271 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1921282.625000 Penalty: 4833.413574
	Iteration 22Q: 3 clusters Score -1921283 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1921294.875000 Penalty: 4833.413574
	Iteration 23Q: 3 clusters Score -1921295 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1921304.375000 Penalty: 4833.413574
	Iteration 24Q: 3 clusters Score -1921304 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -1921309.750000 Penalty: 4833.413574
	Iteration 25Q: 3 clusters Score -1921310 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 10062 members 
Entering Unmasked Estep 
Score: -1921309.625000 Penalty: 4833.413574
	Iteration 26Q: 3 clusters Score -1921310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -1921314.625000 Penalty: 4833.413574
	Iteration 27Q: 3 clusters Score -1921315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -1921318.250000 Penalty: 4833.413574
	Iteration 28Q: 3 clusters Score -1921318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1921321.750000 Penalty: 4833.413574
	Iteration 29Q: 3 clusters Score -1921322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -1921324.375000 Penalty: 4833.413574
	Iteration 30Q: 3 clusters Score -1921324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1921324.625000 Penalty: 4833.413574
	Iteration 31Q: 3 clusters Score -1921325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1921315.625000 Penalty: 4833.413574
	Iteration 32Q: 3 clusters Score -1921316 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -1921322.875000 Penalty: 4833.413574
	Iteration 33Q: 3 clusters Score -1921323 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -1921327.125000 Penalty: 4833.413574
	Iteration 34Q: 3 clusters Score -1921327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -1921329.875000 Penalty: 4833.413574
	Iteration 35Q: 3 clusters Score -1921330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -1921331.000000 Penalty: 4833.413574
	Iteration 36Q: 3 clusters Score -1921331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -1921329.000000 Penalty: 4833.413574
	Iteration 37Q: 3 clusters Score -1921329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -1921332.250000 Penalty: 4833.413574
	Iteration 38Q: 3 clusters Score -1921332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1921334.125000 Penalty: 4833.413574
	Iteration 39Q: 3 clusters Score -1921334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1921333.500000 Penalty: 4833.413574
	Iteration 40F: 3 clusters Score -1921334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -1921336.000000 Penalty: 4833.413574
	Iteration 41Q: 3 clusters Score -1921336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 9980 members 
Entering Unmasked Estep 
Score: -1921335.500000 Penalty: 4833.413574
	Iteration 42Q: 3 clusters Score -1921336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -1921336.250000 Penalty: 4833.413574
	Iteration 43Q: 3 clusters Score -1921336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1921339.375000 Penalty: 4833.413574
	Iteration 44Q: 3 clusters Score -1921339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1921337.375000 Penalty: 4833.413574
	Iteration 45Q: 3 clusters Score -1921337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1921340.750000 Penalty: 4833.413574
	Iteration 46Q: 3 clusters Score -1921341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1921340.500000 Penalty: 4833.413574
	Iteration 47Q: 3 clusters Score -1921340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1921339.250000 Penalty: 4833.413574
	Iteration 48Q: 3 clusters Score -1921339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1921341.125000 Penalty: 4833.413574
	Iteration 49Q: 3 clusters Score -1921341 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1921334.750000 Penalty: 4833.413574
	Iteration 50Q: 3 clusters Score -1921335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1921336.000000 Penalty: 4833.413574
	Iteration 51Q: 3 clusters Score -1921336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1921334.875000 Penalty: 4833.413574
	Iteration 52Q: 3 clusters Score -1921335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 9937 members 
Entering Unmasked Estep 
Score: -1921338.750000 Penalty: 4833.413574
	Iteration 53Q: 3 clusters Score -1921339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1921336.500000 Penalty: 4833.413574
	Iteration 54Q: 3 clusters Score -1921336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1921337.500000 Penalty: 4833.413574
	Iteration 55Q: 3 clusters Score -1921338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1921338.375000 Penalty: 4833.413574
	Iteration 56Q: 3 clusters Score -1921338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1921339.625000 Penalty: 4833.413574
	Iteration 57Q: 3 clusters Score -1921340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1921337.500000 Penalty: 4833.413574
	Iteration 58Q: 3 clusters Score -1921338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1921339.125000 Penalty: 4833.413574
	Iteration 59Q: 3 clusters Score -1921339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -1921339.625000 Penalty: 4833.413574
	Iteration 60F: 3 clusters Score -1921340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1921341.500000 Penalty: 4833.413574
	Iteration 61Q: 3 clusters Score -1921342 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -1921341.000000 Penalty: 4833.413574
	Iteration 62Q: 3 clusters Score -1921341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1921339.750000 Penalty: 4833.413574
	Iteration 63Q: 3 clusters Score -1921340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1921345.500000 Penalty: 4833.413574
	Iteration 64Q: 3 clusters Score -1921346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -1921342.750000 Penalty: 4833.413574
	Iteration 65Q: 3 clusters Score -1921343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1921342.625000 Penalty: 4833.413574
	Iteration 66Q: 3 clusters Score -1921343 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1921344.500000 Penalty: 4833.413574
	Iteration 67Q: 3 clusters Score -1921344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1921345.375000 Penalty: 4833.413574
	Iteration 68Q: 3 clusters Score -1921345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1921345.250000 Penalty: 4833.413574
	Iteration 69Q: 3 clusters Score -1921345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -1921345.250000 Penalty: 4833.413574
	Iteration 70F: 3 clusters Score -1921345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Entering Unmasked Estep 
Score: -1568746.750000 Penalty: 2368.299561
	Iteration 0F: 2 clusters Score -1568747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1558509.375000 Penalty: 4736.599121
	Iteration 0F: 3 clusters Score -1558509 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1561743.000000 Penalty: 4736.599121
	Iteration 1F: 3 clusters Score -1561743 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1562090.125000 Penalty: 4736.599121
	Iteration 2F: 3 clusters Score -1562090 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1562380.375000 Penalty: 4736.599121
	Iteration 3Q: 3 clusters Score -1562380 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1562679.375000 Penalty: 4736.599121
	Iteration 4Q: 3 clusters Score -1562679 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1562966.625000 Penalty: 4736.599121
	Iteration 5Q: 3 clusters Score -1562967 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1563279.625000 Penalty: 4736.599121
	Iteration 6Q: 3 clusters Score -1563280 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1563640.500000 Penalty: 4736.599121
	Iteration 7Q: 3 clusters Score -1563640 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1564096.250000 Penalty: 4736.599121
	Iteration 8F: 3 clusters Score -1564096 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1564573.625000 Penalty: 4736.599121
	Iteration 9F: 3 clusters Score -1564574 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1565002.375000 Penalty: 4736.599121
	Iteration 10Q: 3 clusters Score -1565002 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1565399.875000 Penalty: 4736.599121
	Iteration 11Q: 3 clusters Score -1565400 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1565742.000000 Penalty: 4736.599121
	Iteration 12Q: 3 clusters Score -1565742 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1565995.375000 Penalty: 4736.599121
	Iteration 13Q: 3 clusters Score -1565995 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1566214.750000 Penalty: 4736.599121
	Iteration 14Q: 3 clusters Score -1566215 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1566376.750000 Penalty: 4736.599121
	Iteration 15Q: 3 clusters Score -1566377 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1566481.625000 Penalty: 4736.599121
	Iteration 16Q: 3 clusters Score -1566482 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1566549.000000 Penalty: 4736.599121
	Iteration 17Q: 3 clusters Score -1566549 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1566601.375000 Penalty: 4736.599121
	Iteration 18Q: 3 clusters Score -1566601 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1566648.250000 Penalty: 4736.599121
	Iteration 19Q: 3 clusters Score -1566648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1566671.500000 Penalty: 4736.599121
	Iteration 20F: 3 clusters Score -1566672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1566693.625000 Penalty: 4736.599121
	Iteration 21Q: 3 clusters Score -1566694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1566716.125000 Penalty: 4736.599121
	Iteration 22Q: 3 clusters Score -1566716 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1566729.375000 Penalty: 4736.599121
	Iteration 23Q: 3 clusters Score -1566729 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13588 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1566734.875000 Penalty: 4736.599121
	Iteration 24Q: 3 clusters Score -1566735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -1566743.750000 Penalty: 4736.599121
	Iteration 25Q: 3 clusters Score -1566744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1566753.375000 Penalty: 4736.599121
	Iteration 26Q: 3 clusters Score -1566753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1566757.625000 Penalty: 4736.599121
	Iteration 27Q: 3 clusters Score -1566758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1566760.750000 Penalty: 4736.599121
	Iteration 28Q: 3 clusters Score -1566761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1566762.375000 Penalty: 4736.599121
	Iteration 29Q: 3 clusters Score -1566762 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13609 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1566767.375000 Penalty: 4736.599121
	Iteration 30Q: 3 clusters Score -1566767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1566770.750000 Penalty: 4736.599121
	Iteration 31Q: 3 clusters Score -1566771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1566774.875000 Penalty: 4736.599121
	Iteration 32Q: 3 clusters Score -1566775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1566782.625000 Penalty: 4736.599121
	Iteration 33Q: 3 clusters Score -1566783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13619 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1566789.250000 Penalty: 4736.599121
	Iteration 34Q: 3 clusters Score -1566789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1566792.625000 Penalty: 4736.599121
	Iteration 35Q: 3 clusters Score -1566793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1566794.875000 Penalty: 4736.599121
	Iteration 36Q: 3 clusters Score -1566795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1566794.500000 Penalty: 4736.599121
	Iteration 37Q: 3 clusters Score -1566794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1566798.625000 Penalty: 4736.599121
	Iteration 38Q: 3 clusters Score -1566799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1566798.625000 Penalty: 4736.599121
	Iteration 39Q: 3 clusters Score -1566799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1566799.375000 Penalty: 4736.599121
	Iteration 40F: 3 clusters Score -1566799 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Entering Unmasked Estep 
Score: -3153292.500000 Penalty: 2524.663818
	Iteration 0F: 2 clusters Score -3153292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 13201 members 
Entering Unmasked Estep 
Score: -3135056.750000 Penalty: 5049.327637
	Iteration 0F: 3 clusters Score -3135057 nChanged 11902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13204 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -3141724.750000 Penalty: 5049.327637
	Iteration 1F: 3 clusters Score -3141725 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3142287.000000 Penalty: 5049.327637
	Iteration 2F: 3 clusters Score -3142287 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -3142894.500000 Penalty: 5049.327637
	Iteration 3Q: 3 clusters Score -3142894 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -3143547.500000 Penalty: 5049.327637
	Iteration 4F: 3 clusters Score -3143548 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13694 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -3144274.500000 Penalty: 5049.327637
	Iteration 5Q: 3 clusters Score -3144274 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -3145114.750000 Penalty: 5049.327637
	Iteration 6F: 3 clusters Score -3145115 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3146081.500000 Penalty: 5049.327637
	Iteration 7F: 3 clusters Score -3146082 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 11044 members 
Entering Unmasked Estep 
Score: -3147166.500000 Penalty: 5049.327637
	Iteration 8F: 3 clusters Score -3147166 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -3148144.250000 Penalty: 5049.327637
	Iteration 9F: 3 clusters Score -3148144 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -3148779.000000 Penalty: 5049.327637
	Iteration 10Q: 3 clusters Score -3148779 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -3149159.750000 Penalty: 5049.327637
	Iteration 11Q: 3 clusters Score -3149160 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -3149409.000000 Penalty: 5049.327637
	Iteration 12Q: 3 clusters Score -3149409 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -3149574.750000 Penalty: 5049.327637
	Iteration 13Q: 3 clusters Score -3149575 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -3149706.250000 Penalty: 5049.327637
	Iteration 14Q: 3 clusters Score -3149706 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -3149844.500000 Penalty: 5049.327637
	Iteration 15Q: 3 clusters Score -3149844 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 7394 members 
Entering Unmasked Estep 
Score: -3149949.750000 Penalty: 5049.327637
	Iteration 16Q: 3 clusters Score -3149950 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -3150073.250000 Penalty: 5049.327637
	Iteration 17Q: 3 clusters Score -3150073 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -3150183.750000 Penalty: 5049.327637
	Iteration 18Q: 3 clusters Score -3150184 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19944 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -3150293.500000 Penalty: 5049.327637
	Iteration 19Q: 3 clusters Score -3150294 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -3150366.250000 Penalty: 5049.327637
	Iteration 20F: 3 clusters Score -3150366 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -3150447.500000 Penalty: 5049.327637
	Iteration 21Q: 3 clusters Score -3150448 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -3150501.750000 Penalty: 5049.327637
	Iteration 22Q: 3 clusters Score -3150502 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -3150569.750000 Penalty: 5049.327637
	Iteration 23Q: 3 clusters Score -3150570 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -3150651.250000 Penalty: 5049.327637
	Iteration 24Q: 3 clusters Score -3150651 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21350 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -3150714.000000 Penalty: 5049.327637
	Iteration 25Q: 3 clusters Score -3150714 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -3150765.750000 Penalty: 5049.327637
	Iteration 26Q: 3 clusters Score -3150766 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21745 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -3150827.750000 Penalty: 5049.327637
	Iteration 27Q: 3 clusters Score -3150828 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21924 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -3150878.000000 Penalty: 5049.327637
	Iteration 28Q: 3 clusters Score -3150878 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3150901.250000 Penalty: 5049.327637
	Iteration 29Q: 3 clusters Score -3150901 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -3150954.250000 Penalty: 5049.327637
	Iteration 30Q: 3 clusters Score -3150954 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22415 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -3151025.000000 Penalty: 5049.327637
	Iteration 31Q: 3 clusters Score -3151025 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22569 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -3151067.250000 Penalty: 5049.327637
	Iteration 32Q: 3 clusters Score -3151067 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -3151107.500000 Penalty: 5049.327637
	Iteration 33Q: 3 clusters Score -3151108 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -3151134.500000 Penalty: 5049.327637
	Iteration 34Q: 3 clusters Score -3151134 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3151168.750000 Penalty: 5049.327637
	Iteration 35Q: 3 clusters Score -3151169 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -3151195.250000 Penalty: 5049.327637
	Iteration 36Q: 3 clusters Score -3151195 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23113 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3151206.000000 Penalty: 5049.327637
	Iteration 37Q: 3 clusters Score -3151206 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23188 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -3151232.250000 Penalty: 5049.327637
	Iteration 38Q: 3 clusters Score -3151232 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -3151245.000000 Penalty: 5049.327637
	Iteration 39Q: 3 clusters Score -3151245 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -3151257.000000 Penalty: 5049.327637
	Iteration 40F: 3 clusters Score -3151257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23375 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -3151272.000000 Penalty: 5049.327637
	Iteration 41Q: 3 clusters Score -3151272 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -3151274.000000 Penalty: 5049.327637
	Iteration 42Q: 3 clusters Score -3151274 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23470 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3151287.000000 Penalty: 5049.327637
	Iteration 43Q: 3 clusters Score -3151287 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3151311.250000 Penalty: 5049.327637
	Iteration 44Q: 3 clusters Score -3151311 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3151316.500000 Penalty: 5049.327637
	Iteration 45Q: 3 clusters Score -3151316 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3151332.750000 Penalty: 5049.327637
	Iteration 46Q: 3 clusters Score -3151333 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23656 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -3151342.250000 Penalty: 5049.327637
	Iteration 47Q: 3 clusters Score -3151342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23689 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -3151357.750000 Penalty: 5049.327637
	Iteration 48Q: 3 clusters Score -3151358 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -3151362.000000 Penalty: 5049.327637
	Iteration 49Q: 3 clusters Score -3151362 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23761 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -3151365.750000 Penalty: 5049.327637
	Iteration 50Q: 3 clusters Score -3151366 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -3151378.000000 Penalty: 5049.327637
	Iteration 51Q: 3 clusters Score -3151378 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -3151389.500000 Penalty: 5049.327637
	Iteration 52Q: 3 clusters Score -3151390 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -3151403.500000 Penalty: 5049.327637
	Iteration 53Q: 3 clusters Score -3151404 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3151403.750000 Penalty: 5049.327637
	Iteration 54Q: 3 clusters Score -3151404 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3151405.750000 Penalty: 5049.327637
	Iteration 55Q: 3 clusters Score -3151406 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -3151412.750000 Penalty: 5049.327637
	Iteration 56Q: 3 clusters Score -3151413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -3151419.250000 Penalty: 5049.327637
	Iteration 57Q: 3 clusters Score -3151419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -3151416.000000 Penalty: 5049.327637
	Iteration 58Q: 3 clusters Score -3151416 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -3151422.000000 Penalty: 5049.327637
	Iteration 59Q: 3 clusters Score -3151422 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -3151428.750000 Penalty: 5049.327637
	Iteration 60F: 3 clusters Score -3151429 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -3151436.750000 Penalty: 5049.327637
	Iteration 61Q: 3 clusters Score -3151437 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3151443.000000 Penalty: 5049.327637
	Iteration 62Q: 3 clusters Score -3151443 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -3151444.250000 Penalty: 5049.327637
	Iteration 63Q: 3 clusters Score -3151444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3151450.250000 Penalty: 5049.327637
	Iteration 64Q: 3 clusters Score -3151450 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24117 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -3151447.250000 Penalty: 5049.327637
	Iteration 65Q: 3 clusters Score -3151447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24129 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -3151453.250000 Penalty: 5049.327637
	Iteration 66Q: 3 clusters Score -3151453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24139 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3151447.750000 Penalty: 5049.327637
	Iteration 67Q: 3 clusters Score -3151448 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24153 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -3151444.750000 Penalty: 5049.327637
	Iteration 68Q: 3 clusters Score -3151445 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24165 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -3151450.750000 Penalty: 5049.327637
	Iteration 69Q: 3 clusters Score -3151451 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -3151455.250000 Penalty: 5049.327637
	Iteration 70Q: 3 clusters Score -3151455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -3151458.500000 Penalty: 5049.327637
	Iteration 71Q: 3 clusters Score -3151458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -3151455.250000 Penalty: 5049.327637
	Iteration 72Q: 3 clusters Score -3151455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3151456.500000 Penalty: 5049.327637
	Iteration 73Q: 3 clusters Score -3151456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3151458.750000 Penalty: 5049.327637
	Iteration 74Q: 3 clusters Score -3151459 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3151462.500000 Penalty: 5049.327637
	Iteration 75Q: 3 clusters Score -3151462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -3151465.500000 Penalty: 5049.327637
	Iteration 76Q: 3 clusters Score -3151466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -3151466.250000 Penalty: 5049.327637
	Iteration 77Q: 3 clusters Score -3151466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3151470.250000 Penalty: 5049.327637
	Iteration 78Q: 3 clusters Score -3151470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24240 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3151467.000000 Penalty: 5049.327637
	Iteration 79Q: 3 clusters Score -3151467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24244 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3151463.250000 Penalty: 5049.327637
	Iteration 80F: 3 clusters Score -3151463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -3151467.250000 Penalty: 5049.327637
	Iteration 81Q: 3 clusters Score -3151467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24246 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3151465.250000 Penalty: 5049.327637
	Iteration 82Q: 3 clusters Score -3151465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3151466.500000 Penalty: 5049.327637
	Iteration 83Q: 3 clusters Score -3151466 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -3151466.500000 Penalty: 5049.327637
	Iteration 84F: 3 clusters Score -3151466 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Entering Unmasked Estep 
Score: -1409592.500000 Penalty: 2325.001709
	Iteration 0F: 2 clusters Score -1409592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -1400837.375000 Penalty: 4650.003418
	Iteration 0F: 3 clusters Score -1400837 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1403430.875000 Penalty: 4650.003418
	Iteration 1F: 3 clusters Score -1403431 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1403762.125000 Penalty: 4650.003418
	Iteration 2F: 3 clusters Score -1403762 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -1404016.125000 Penalty: 4650.003418
	Iteration 3Q: 3 clusters Score -1404016 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1404249.625000 Penalty: 4650.003418
	Iteration 4Q: 3 clusters Score -1404250 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1404459.125000 Penalty: 4650.003418
	Iteration 5Q: 3 clusters Score -1404459 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1404647.250000 Penalty: 4650.003418
	Iteration 6Q: 3 clusters Score -1404647 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1404848.625000 Penalty: 4650.003418
	Iteration 7Q: 3 clusters Score -1404849 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1405070.250000 Penalty: 4650.003418
	Iteration 8Q: 3 clusters Score -1405070 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1405298.750000 Penalty: 4650.003418
	Iteration 9Q: 3 clusters Score -1405299 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1405521.625000 Penalty: 4650.003418
	Iteration 10Q: 3 clusters Score -1405522 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1405755.250000 Penalty: 4650.003418
	Iteration 11Q: 3 clusters Score -1405755 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1405975.625000 Penalty: 4650.003418
	Iteration 12Q: 3 clusters Score -1405976 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1406172.750000 Penalty: 4650.003418
	Iteration 13Q: 3 clusters Score -1406173 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1406347.625000 Penalty: 4650.003418
	Iteration 14Q: 3 clusters Score -1406348 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1406486.375000 Penalty: 4650.003418
	Iteration 15Q: 3 clusters Score -1406486 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1406582.500000 Penalty: 4650.003418
	Iteration 16Q: 3 clusters Score -1406582 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1406659.250000 Penalty: 4650.003418
	Iteration 17Q: 3 clusters Score -1406659 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1406724.875000 Penalty: 4650.003418
	Iteration 18Q: 3 clusters Score -1406725 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1406770.000000 Penalty: 4650.003418
	Iteration 19Q: 3 clusters Score -1406770 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1406821.125000 Penalty: 4650.003418
	Iteration 20F: 3 clusters Score -1406821 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -1406859.375000 Penalty: 4650.003418
	Iteration 21Q: 3 clusters Score -1406859 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1406898.375000 Penalty: 4650.003418
	Iteration 22Q: 3 clusters Score -1406898 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -1406916.500000 Penalty: 4650.003418
	Iteration 23Q: 3 clusters Score -1406916 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4277 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1406935.625000 Penalty: 4650.003418
	Iteration 24Q: 3 clusters Score -1406936 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -1406950.375000 Penalty: 4650.003418
	Iteration 25Q: 3 clusters Score -1406950 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1406961.375000 Penalty: 4650.003418
	Iteration 26Q: 3 clusters Score -1406961 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -1406988.125000 Penalty: 4650.003418
	Iteration 27Q: 3 clusters Score -1406988 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1407005.625000 Penalty: 4650.003418
	Iteration 28Q: 3 clusters Score -1407006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1407024.250000 Penalty: 4650.003418
	Iteration 29Q: 3 clusters Score -1407024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1407040.000000 Penalty: 4650.003418
	Iteration 30Q: 3 clusters Score -1407040 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1407054.125000 Penalty: 4650.003418
	Iteration 31Q: 3 clusters Score -1407054 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1407068.625000 Penalty: 4650.003418
	Iteration 32Q: 3 clusters Score -1407069 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -1407089.375000 Penalty: 4650.003418
	Iteration 33Q: 3 clusters Score -1407089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1407111.125000 Penalty: 4650.003418
	Iteration 34Q: 3 clusters Score -1407111 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1407128.625000 Penalty: 4650.003418
	Iteration 35Q: 3 clusters Score -1407129 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1407145.750000 Penalty: 4650.003418
	Iteration 36Q: 3 clusters Score -1407146 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -1407159.625000 Penalty: 4650.003418
	Iteration 37Q: 3 clusters Score -1407160 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -1407169.375000 Penalty: 4650.003418
	Iteration 38Q: 3 clusters Score -1407169 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1407199.000000 Penalty: 4650.003418
	Iteration 39Q: 3 clusters Score -1407199 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1407216.375000 Penalty: 4650.003418
	Iteration 40F: 3 clusters Score -1407216 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -1407240.250000 Penalty: 4650.003418
	Iteration 41Q: 3 clusters Score -1407240 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1407256.875000 Penalty: 4650.003418
	Iteration 42Q: 3 clusters Score -1407257 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7881 members 
Entering Unmasked Estep 
Score: -1407273.750000 Penalty: 4650.003418
	Iteration 43Q: 3 clusters Score -1407274 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -1407290.000000 Penalty: 4650.003418
	Iteration 44Q: 3 clusters Score -1407290 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1407316.375000 Penalty: 4650.003418
	Iteration 45Q: 3 clusters Score -1407316 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -1407333.250000 Penalty: 4650.003418
	Iteration 46Q: 3 clusters Score -1407333 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -1407354.000000 Penalty: 4650.003418
	Iteration 47Q: 3 clusters Score -1407354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7993 members 
Entering Unmasked Estep 
Score: -1407372.875000 Penalty: 4650.003418
	Iteration 48Q: 3 clusters Score -1407373 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1407389.000000 Penalty: 4650.003418
	Iteration 49Q: 3 clusters Score -1407389 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1407399.750000 Penalty: 4650.003418
	Iteration 50Q: 3 clusters Score -1407400 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1407405.750000 Penalty: 4650.003418
	Iteration 51Q: 3 clusters Score -1407406 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1407417.375000 Penalty: 4650.003418
	Iteration 52Q: 3 clusters Score -1407417 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1407422.750000 Penalty: 4650.003418
	Iteration 53Q: 3 clusters Score -1407423 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1407435.375000 Penalty: 4650.003418
	Iteration 54Q: 3 clusters Score -1407435 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 8089 members 
Entering Unmasked Estep 
Score: -1407443.125000 Penalty: 4650.003418
	Iteration 55Q: 3 clusters Score -1407443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1407445.000000 Penalty: 4650.003418
	Iteration 56Q: 3 clusters Score -1407445 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1407447.500000 Penalty: 4650.003418
	Iteration 57Q: 3 clusters Score -1407448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1407449.750000 Penalty: 4650.003418
	Iteration 58Q: 3 clusters Score -1407450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1407453.500000 Penalty: 4650.003418
	Iteration 59Q: 3 clusters Score -1407454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1407459.375000 Penalty: 4650.003418
	Iteration 60F: 3 clusters Score -1407459 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1407467.125000 Penalty: 4650.003418
	Iteration 61Q: 3 clusters Score -1407467 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1407469.750000 Penalty: 4650.003418
	Iteration 62Q: 3 clusters Score -1407470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1407471.375000 Penalty: 4650.003418
	Iteration 63Q: 3 clusters Score -1407471 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1407475.750000 Penalty: 4650.003418
	Iteration 64Q: 3 clusters Score -1407476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1407477.375000 Penalty: 4650.003418
	Iteration 65Q: 3 clusters Score -1407477 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -1407479.500000 Penalty: 4650.003418
	Iteration 66Q: 3 clusters Score -1407480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -1407476.875000 Penalty: 4650.003418
	Iteration 67Q: 3 clusters Score -1407477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -1407489.625000 Penalty: 4650.003418
	Iteration 68Q: 3 clusters Score -1407490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1407494.125000 Penalty: 4650.003418
	Iteration 69Q: 3 clusters Score -1407494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1407495.625000 Penalty: 4650.003418
	Iteration 70Q: 3 clusters Score -1407496 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1407496.875000 Penalty: 4650.003418
	Iteration 71Q: 3 clusters Score -1407497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1407500.500000 Penalty: 4650.003418
	Iteration 72Q: 3 clusters Score -1407500 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1407503.250000 Penalty: 4650.003418
	Iteration 73Q: 3 clusters Score -1407503 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1407512.250000 Penalty: 4650.003418
	Iteration 74Q: 3 clusters Score -1407512 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1407509.375000 Penalty: 4650.003418
	Iteration 75Q: 3 clusters Score -1407509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -1407512.250000 Penalty: 4650.003418
	Iteration 76Q: 3 clusters Score -1407512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1407513.750000 Penalty: 4650.003418
	Iteration 77Q: 3 clusters Score -1407514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -1407518.750000 Penalty: 4650.003418
	Iteration 78Q: 3 clusters Score -1407519 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -1407518.625000 Penalty: 4650.003418
	Iteration 79Q: 3 clusters Score -1407519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -1407522.250000 Penalty: 4650.003418
	Iteration 80F: 3 clusters Score -1407522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1407522.000000 Penalty: 4650.003418
	Iteration 81Q: 3 clusters Score -1407522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1407521.500000 Penalty: 4650.003418
	Iteration 82Q: 3 clusters Score -1407522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -1407519.625000 Penalty: 4650.003418
	Iteration 83Q: 3 clusters Score -1407520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1407522.500000 Penalty: 4650.003418
	Iteration 84Q: 3 clusters Score -1407522 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -1407522.500000 Penalty: 4650.003418
	Iteration 85F: 3 clusters Score -1407522 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Entering Unmasked Estep 
Score: -423103.937500 Penalty: 2039.659180
	Iteration 0F: 2 clusters Score -423103.9 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 1821 members 
Entering Unmasked Estep 
Score: -419427.031250 Penalty: 4079.318359
	Iteration 0F: 3 clusters Score -419427 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -420209.156250 Penalty: 4079.318359
	Iteration 1F: 3 clusters Score -420209.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -420374.812500 Penalty: 4079.318359
	Iteration 2F: 3 clusters Score -420374.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -420462.562500 Penalty: 4079.318359
	Iteration 3Q: 3 clusters Score -420462.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -420532.750000 Penalty: 4079.318359
	Iteration 4Q: 3 clusters Score -420532.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -420579.750000 Penalty: 4079.318359
	Iteration 5Q: 3 clusters Score -420579.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -420618.406250 Penalty: 4079.318359
	Iteration 6Q: 3 clusters Score -420618.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -420654.343750 Penalty: 4079.318359
	Iteration 7Q: 3 clusters Score -420654.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -420683.250000 Penalty: 4079.318359
	Iteration 8Q: 3 clusters Score -420683.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -420717.531250 Penalty: 4079.318359
	Iteration 9Q: 3 clusters Score -420717.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -420749.343750 Penalty: 4079.318359
	Iteration 10Q: 3 clusters Score -420749.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -420787.937500 Penalty: 4079.318359
	Iteration 11Q: 3 clusters Score -420787.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -420821.125000 Penalty: 4079.318359
	Iteration 12Q: 3 clusters Score -420821.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -420846.281250 Penalty: 4079.318359
	Iteration 13Q: 3 clusters Score -420846.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -420873.781250 Penalty: 4079.318359
	Iteration 14Q: 3 clusters Score -420873.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -420901.968750 Penalty: 4079.318359
	Iteration 15Q: 3 clusters Score -420902 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -420942.875000 Penalty: 4079.318359
	Iteration 16Q: 3 clusters Score -420942.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -420972.968750 Penalty: 4079.318359
	Iteration 17Q: 3 clusters Score -420973 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -420998.718750 Penalty: 4079.318359
	Iteration 18Q: 3 clusters Score -420998.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -421026.718750 Penalty: 4079.318359
	Iteration 19Q: 3 clusters Score -421026.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -421057.031250 Penalty: 4079.318359
	Iteration 20F: 3 clusters Score -421057 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -421082.593750 Penalty: 4079.318359
	Iteration 21Q: 3 clusters Score -421082.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -421104.687500 Penalty: 4079.318359
	Iteration 22Q: 3 clusters Score -421104.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -421129.343750 Penalty: 4079.318359
	Iteration 23Q: 3 clusters Score -421129.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -421156.468750 Penalty: 4079.318359
	Iteration 24Q: 3 clusters Score -421156.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -421182.375000 Penalty: 4079.318359
	Iteration 25Q: 3 clusters Score -421182.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -421208.843750 Penalty: 4079.318359
	Iteration 26Q: 3 clusters Score -421208.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -421232.656250 Penalty: 4079.318359
	Iteration 27Q: 3 clusters Score -421232.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -421254.593750 Penalty: 4079.318359
	Iteration 28Q: 3 clusters Score -421254.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -421269.000000 Penalty: 4079.318359
	Iteration 29Q: 3 clusters Score -421269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -421280.031250 Penalty: 4079.318359
	Iteration 30Q: 3 clusters Score -421280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -421292.062500 Penalty: 4079.318359
	Iteration 31Q: 3 clusters Score -421292.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -421306.312500 Penalty: 4079.318359
	Iteration 32Q: 3 clusters Score -421306.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -421315.562500 Penalty: 4079.318359
	Iteration 33Q: 3 clusters Score -421315.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -421323.656250 Penalty: 4079.318359
	Iteration 34Q: 3 clusters Score -421323.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -421330.437500 Penalty: 4079.318359
	Iteration 35Q: 3 clusters Score -421330.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -421334.375000 Penalty: 4079.318359
	Iteration 36Q: 3 clusters Score -421334.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -421338.562500 Penalty: 4079.318359
	Iteration 37Q: 3 clusters Score -421338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -421340.000000 Penalty: 4079.318359
	Iteration 38Q: 3 clusters Score -421340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -421343.562500 Penalty: 4079.318359
	Iteration 39Q: 3 clusters Score -421343.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -421347.031250 Penalty: 4079.318359
	Iteration 40F: 3 clusters Score -421347 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -421351.062500 Penalty: 4079.318359
	Iteration 41Q: 3 clusters Score -421351.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -421355.968750 Penalty: 4079.318359
	Iteration 42Q: 3 clusters Score -421356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -421360.000000 Penalty: 4079.318359
	Iteration 43Q: 3 clusters Score -421360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -421361.125000 Penalty: 4079.318359
	Iteration 44Q: 3 clusters Score -421361.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -421363.031250 Penalty: 4079.318359
	Iteration 45Q: 3 clusters Score -421363 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -421366.625000 Penalty: 4079.318359
	Iteration 46Q: 3 clusters Score -421366.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -421370.750000 Penalty: 4079.318359
	Iteration 47Q: 3 clusters Score -421370.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -421377.750000 Penalty: 4079.318359
	Iteration 48Q: 3 clusters Score -421377.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -421384.843750 Penalty: 4079.318359
	Iteration 49Q: 3 clusters Score -421384.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -421389.468750 Penalty: 4079.318359
	Iteration 50Q: 3 clusters Score -421389.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -421392.562500 Penalty: 4079.318359
	Iteration 51Q: 3 clusters Score -421392.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -421394.468750 Penalty: 4079.318359
	Iteration 52Q: 3 clusters Score -421394.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -421394.468750 Penalty: 4079.318359
	Iteration 53F: 3 clusters Score -421394.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Entering Unmasked Estep 
Score: -772552.500000 Penalty: 2192.463867
	Iteration 0F: 2 clusters Score -772552.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -766829.875000 Penalty: 4384.927734
	Iteration 0F: 3 clusters Score -766829.9 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -768348.625000 Penalty: 4384.927734
	Iteration 1F: 3 clusters Score -768348.6 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -768611.750000 Penalty: 4384.927734
	Iteration 2F: 3 clusters Score -768611.8 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -768755.500000 Penalty: 4384.927734
	Iteration 3Q: 3 clusters Score -768755.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -768845.125000 Penalty: 4384.927734
	Iteration 4Q: 3 clusters Score -768845.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -768918.625000 Penalty: 4384.927734
	Iteration 5Q: 3 clusters Score -768918.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -768984.062500 Penalty: 4384.927734
	Iteration 6Q: 3 clusters Score -768984.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -769025.937500 Penalty: 4384.927734
	Iteration 7Q: 3 clusters Score -769025.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -769063.375000 Penalty: 4384.927734
	Iteration 8Q: 3 clusters Score -769063.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -769105.562500 Penalty: 4384.927734
	Iteration 9Q: 3 clusters Score -769105.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -769147.187500 Penalty: 4384.927734
	Iteration 10Q: 3 clusters Score -769147.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -769186.062500 Penalty: 4384.927734
	Iteration 11Q: 3 clusters Score -769186.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -769232.562500 Penalty: 4384.927734
	Iteration 12Q: 3 clusters Score -769232.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -769276.000000 Penalty: 4384.927734
	Iteration 13Q: 3 clusters Score -769276 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -769319.500000 Penalty: 4384.927734
	Iteration 14Q: 3 clusters Score -769319.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -769355.937500 Penalty: 4384.927734
	Iteration 15Q: 3 clusters Score -769355.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -769397.375000 Penalty: 4384.927734
	Iteration 16Q: 3 clusters Score -769397.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -769457.312500 Penalty: 4384.927734
	Iteration 17Q: 3 clusters Score -769457.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -769511.500000 Penalty: 4384.927734
	Iteration 18Q: 3 clusters Score -769511.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -769567.500000 Penalty: 4384.927734
	Iteration 19Q: 3 clusters Score -769567.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -769629.625000 Penalty: 4384.927734
	Iteration 20F: 3 clusters Score -769629.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -769692.000000 Penalty: 4384.927734
	Iteration 21Q: 3 clusters Score -769692 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -769761.562500 Penalty: 4384.927734
	Iteration 22Q: 3 clusters Score -769761.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -769822.625000 Penalty: 4384.927734
	Iteration 23Q: 3 clusters Score -769822.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -769893.000000 Penalty: 4384.927734
	Iteration 24Q: 3 clusters Score -769893 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -769952.687500 Penalty: 4384.927734
	Iteration 25Q: 3 clusters Score -769952.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -770008.937500 Penalty: 4384.927734
	Iteration 26Q: 3 clusters Score -770008.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -770062.312500 Penalty: 4384.927734
	Iteration 27Q: 3 clusters Score -770062.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -770109.437500 Penalty: 4384.927734
	Iteration 28Q: 3 clusters Score -770109.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -770148.687500 Penalty: 4384.927734
	Iteration 29Q: 3 clusters Score -770148.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -770187.937500 Penalty: 4384.927734
	Iteration 30Q: 3 clusters Score -770187.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -770218.937500 Penalty: 4384.927734
	Iteration 31Q: 3 clusters Score -770218.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -770239.250000 Penalty: 4384.927734
	Iteration 32Q: 3 clusters Score -770239.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -770255.187500 Penalty: 4384.927734
	Iteration 33Q: 3 clusters Score -770255.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -770268.687500 Penalty: 4384.927734
	Iteration 34Q: 3 clusters Score -770268.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -770282.375000 Penalty: 4384.927734
	Iteration 35Q: 3 clusters Score -770282.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -770298.687500 Penalty: 4384.927734
	Iteration 36Q: 3 clusters Score -770298.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -770321.312500 Penalty: 4384.927734
	Iteration 37Q: 3 clusters Score -770321.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -770339.500000 Penalty: 4384.927734
	Iteration 38Q: 3 clusters Score -770339.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -770351.625000 Penalty: 4384.927734
	Iteration 39Q: 3 clusters Score -770351.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -770368.500000 Penalty: 4384.927734
	Iteration 40F: 3 clusters Score -770368.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -770380.812500 Penalty: 4384.927734
	Iteration 41Q: 3 clusters Score -770380.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -770391.812500 Penalty: 4384.927734
	Iteration 42Q: 3 clusters Score -770391.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -770398.437500 Penalty: 4384.927734
	Iteration 43Q: 3 clusters Score -770398.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -770408.625000 Penalty: 4384.927734
	Iteration 44Q: 3 clusters Score -770408.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -770416.500000 Penalty: 4384.927734
	Iteration 45Q: 3 clusters Score -770416.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -770428.625000 Penalty: 4384.927734
	Iteration 46Q: 3 clusters Score -770428.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -770438.562500 Penalty: 4384.927734
	Iteration 47Q: 3 clusters Score -770438.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -770447.500000 Penalty: 4384.927734
	Iteration 48Q: 3 clusters Score -770447.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -770456.437500 Penalty: 4384.927734
	Iteration 49Q: 3 clusters Score -770456.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -770465.687500 Penalty: 4384.927734
	Iteration 50Q: 3 clusters Score -770465.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -770474.000000 Penalty: 4384.927734
	Iteration 51Q: 3 clusters Score -770474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -770478.750000 Penalty: 4384.927734
	Iteration 52Q: 3 clusters Score -770478.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -770482.812500 Penalty: 4384.927734
	Iteration 53Q: 3 clusters Score -770482.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -770489.500000 Penalty: 4384.927734
	Iteration 54Q: 3 clusters Score -770489.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -770494.750000 Penalty: 4384.927734
	Iteration 55Q: 3 clusters Score -770494.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -770498.625000 Penalty: 4384.927734
	Iteration 56Q: 3 clusters Score -770498.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -770506.062500 Penalty: 4384.927734
	Iteration 57Q: 3 clusters Score -770506.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -770512.000000 Penalty: 4384.927734
	Iteration 58Q: 3 clusters Score -770512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -770516.875000 Penalty: 4384.927734
	Iteration 59Q: 3 clusters Score -770516.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -770519.625000 Penalty: 4384.927734
	Iteration 60F: 3 clusters Score -770519.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -770521.875000 Penalty: 4384.927734
	Iteration 61Q: 3 clusters Score -770521.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -770523.750000 Penalty: 4384.927734
	Iteration 62Q: 3 clusters Score -770523.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -770525.125000 Penalty: 4384.927734
	Iteration 63Q: 3 clusters Score -770525.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -770529.437500 Penalty: 4384.927734
	Iteration 64Q: 3 clusters Score -770529.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -770532.562500 Penalty: 4384.927734
	Iteration 65Q: 3 clusters Score -770532.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -770534.937500 Penalty: 4384.927734
	Iteration 66Q: 3 clusters Score -770534.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -770538.375000 Penalty: 4384.927734
	Iteration 67Q: 3 clusters Score -770538.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -770542.187500 Penalty: 4384.927734
	Iteration 68Q: 3 clusters Score -770542.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -770546.250000 Penalty: 4384.927734
	Iteration 69Q: 3 clusters Score -770546.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -770552.187500 Penalty: 4384.927734
	Iteration 70Q: 3 clusters Score -770552.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -770559.750000 Penalty: 4384.927734
	Iteration 71Q: 3 clusters Score -770559.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -770568.500000 Penalty: 4384.927734
	Iteration 72Q: 3 clusters Score -770568.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -770571.687500 Penalty: 4384.927734
	Iteration 73Q: 3 clusters Score -770571.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -770574.312500 Penalty: 4384.927734
	Iteration 74Q: 3 clusters Score -770574.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -770579.437500 Penalty: 4384.927734
	Iteration 75Q: 3 clusters Score -770579.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -770582.875000 Penalty: 4384.927734
	Iteration 76Q: 3 clusters Score -770582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -770586.250000 Penalty: 4384.927734
	Iteration 77Q: 3 clusters Score -770586.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -770593.500000 Penalty: 4384.927734
	Iteration 78Q: 3 clusters Score -770593.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -770596.312500 Penalty: 4384.927734
	Iteration 79Q: 3 clusters Score -770596.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -770603.125000 Penalty: 4384.927734
	Iteration 80F: 3 clusters Score -770603.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -770609.875000 Penalty: 4384.927734
	Iteration 81Q: 3 clusters Score -770609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -770612.500000 Penalty: 4384.927734
	Iteration 82Q: 3 clusters Score -770612.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -770612.187500 Penalty: 4384.927734
	Iteration 83Q: 3 clusters Score -770612.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -770618.187500 Penalty: 4384.927734
	Iteration 84Q: 3 clusters Score -770618.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -770618.687500 Penalty: 4384.927734
	Iteration 85Q: 3 clusters Score -770618.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -770619.312500 Penalty: 4384.927734
	Iteration 86Q: 3 clusters Score -770619.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -770619.000000 Penalty: 4384.927734
	Iteration 87Q: 3 clusters Score -770619 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -770621.125000 Penalty: 4384.927734
	Iteration 88Q: 3 clusters Score -770621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -770623.812500 Penalty: 4384.927734
	Iteration 89Q: 3 clusters Score -770623.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -770627.000000 Penalty: 4384.927734
	Iteration 90Q: 3 clusters Score -770627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -770629.562500 Penalty: 4384.927734
	Iteration 91Q: 3 clusters Score -770629.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -770631.750000 Penalty: 4384.927734
	Iteration 92Q: 3 clusters Score -770631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -770634.312500 Penalty: 4384.927734
	Iteration 93Q: 3 clusters Score -770634.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -770637.125000 Penalty: 4384.927734
	Iteration 94Q: 3 clusters Score -770637.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -770637.625000 Penalty: 4384.927734
	Iteration 95Q: 3 clusters Score -770637.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -770641.000000 Penalty: 4384.927734
	Iteration 96Q: 3 clusters Score -770641 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -770645.500000 Penalty: 4384.927734
	Iteration 97Q: 3 clusters Score -770645.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -770648.750000 Penalty: 4384.927734
	Iteration 98Q: 3 clusters Score -770648.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -770647.437500 Penalty: 4384.927734
	Iteration 99Q: 3 clusters Score -770647.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -770647.437500 Penalty: 4384.927734
	Iteration 100F: 3 clusters Score -770647.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Entering Unmasked Estep 
Score: -6643567.500000 Penalty: 2716.911377
	Iteration 0F: 2 clusters Score -6643568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28559 members 
Mstep: Class 2 contains 28697 members 
Entering Unmasked Estep 
Score: -6605099.500000 Penalty: 5433.822754
	Iteration 0F: 3 clusters Score -6605100 nChanged 26573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -6619821.500000 Penalty: 5433.822754
	Iteration 1F: 3 clusters Score -6619822 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29121 members 
Mstep: Class 2 contains 28135 members 
Entering Unmasked Estep 
Score: -6620309.000000 Penalty: 5433.822754
	Iteration 2Q: 3 clusters Score -6620309 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 27832 members 
Entering Unmasked Estep 
Score: -6620760.000000 Penalty: 5433.822754
	Iteration 3Q: 3 clusters Score -6620760 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29802 members 
Mstep: Class 2 contains 27454 members 
Entering Unmasked Estep 
Score: -6621253.000000 Penalty: 5433.822754
	Iteration 4Q: 3 clusters Score -6621253 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30349 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -6621723.000000 Penalty: 5433.822754
	Iteration 5Q: 3 clusters Score -6621723 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31124 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -6622211.000000 Penalty: 5433.822754
	Iteration 6Q: 3 clusters Score -6622211 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 25090 members 
Entering Unmasked Estep 
Score: -6622740.500000 Penalty: 5433.822754
	Iteration 7Q: 3 clusters Score -6622740 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -6623568.000000 Penalty: 5433.822754
	Iteration 8Q: 3 clusters Score -6623568 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35667 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -6624850.500000 Penalty: 5433.822754
	Iteration 9Q: 3 clusters Score -6624850 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -6626643.000000 Penalty: 5433.822754
	Iteration 10F: 3 clusters Score -6626643 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -6628980.500000 Penalty: 5433.822754
	Iteration 11F: 3 clusters Score -6628980 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44627 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -6631580.000000 Penalty: 5433.822754
	Iteration 12F: 3 clusters Score -6631580 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47721 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -6634169.500000 Penalty: 5433.822754
	Iteration 13F: 3 clusters Score -6634170 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50256 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -6636231.500000 Penalty: 5433.822754
	Iteration 14Q: 3 clusters Score -6636232 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52217 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -6637769.500000 Penalty: 5433.822754
	Iteration 15Q: 3 clusters Score -6637770 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -6638910.500000 Penalty: 5433.822754
	Iteration 16Q: 3 clusters Score -6638910 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54633 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -6639721.000000 Penalty: 5433.822754
	Iteration 17Q: 3 clusters Score -6639721 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55282 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -6640177.500000 Penalty: 5433.822754
	Iteration 18Q: 3 clusters Score -6640178 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -6640502.000000 Penalty: 5433.822754
	Iteration 19Q: 3 clusters Score -6640502 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -6640693.500000 Penalty: 5433.822754
	Iteration 20F: 3 clusters Score -6640694 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56191 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -6640820.500000 Penalty: 5433.822754
	Iteration 21Q: 3 clusters Score -6640820 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56317 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -6640885.000000 Penalty: 5433.822754
	Iteration 22Q: 3 clusters Score -6640885 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56407 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -6640947.000000 Penalty: 5433.822754
	Iteration 23Q: 3 clusters Score -6640947 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56485 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -6641003.000000 Penalty: 5433.822754
	Iteration 24Q: 3 clusters Score -6641003 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56538 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6641041.500000 Penalty: 5433.822754
	Iteration 25Q: 3 clusters Score -6641042 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56580 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -6641067.500000 Penalty: 5433.822754
	Iteration 26Q: 3 clusters Score -6641068 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56611 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6641078.000000 Penalty: 5433.822754
	Iteration 27Q: 3 clusters Score -6641078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56637 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6641110.000000 Penalty: 5433.822754
	Iteration 28Q: 3 clusters Score -6641110 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56654 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -6641126.000000 Penalty: 5433.822754
	Iteration 29Q: 3 clusters Score -6641126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56671 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -6641135.000000 Penalty: 5433.822754
	Iteration 30Q: 3 clusters Score -6641135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56681 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6641156.500000 Penalty: 5433.822754
	Iteration 31Q: 3 clusters Score -6641156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56690 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6641170.000000 Penalty: 5433.822754
	Iteration 32Q: 3 clusters Score -6641170 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56704 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6641174.500000 Penalty: 5433.822754
	Iteration 33Q: 3 clusters Score -6641174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56717 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6641187.000000 Penalty: 5433.822754
	Iteration 34Q: 3 clusters Score -6641187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56723 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -6641198.000000 Penalty: 5433.822754
	Iteration 35Q: 3 clusters Score -6641198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56728 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6641206.500000 Penalty: 5433.822754
	Iteration 36Q: 3 clusters Score -6641206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56735 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -6641210.000000 Penalty: 5433.822754
	Iteration 37Q: 3 clusters Score -6641210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56736 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6641219.000000 Penalty: 5433.822754
	Iteration 38Q: 3 clusters Score -6641219 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -6641222.500000 Penalty: 5433.822754
	Iteration 39Q: 3 clusters Score -6641222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6641226.000000 Penalty: 5433.822754
	Iteration 40F: 3 clusters Score -6641226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6641229.500000 Penalty: 5433.822754
	Iteration 41Q: 3 clusters Score -6641230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56749 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6641231.500000 Penalty: 5433.822754
	Iteration 42Q: 3 clusters Score -6641232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6641236.500000 Penalty: 5433.822754
	Iteration 43Q: 3 clusters Score -6641236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56750 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6641236.500000 Penalty: 5433.822754
	Iteration 44F: 3 clusters Score -6641236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -251862.781250 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -251862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249025.296875 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -249025.3 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249631.875000 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -249631.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -249786.328125 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -249786.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -249872.671875 Penalty: 3862.952881
	Iteration 3Q: 3 clusters Score -249872.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249938.687500 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -249938.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -249973.140625 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -249973.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -249996.390625 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -249996.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -250014.296875 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -250014.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -250031.187500 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -250031.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -250056.140625 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -250056.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -250077.546875 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -250077.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -250091.828125 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -250091.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -250103.390625 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -250103.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -250117.140625 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -250117.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -250133.921875 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -250133.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -250142.437500 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -250142.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -250148.296875 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -250148.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -250153.390625 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -250153.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -250158.562500 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -250158.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -250165.546875 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -250165.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -250168.312500 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -250168.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -250174.265625 Penalty: 3862.952881
	Iteration 21Q: 3 clusters Score -250174.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -250177.046875 Penalty: 3862.952881
	Iteration 22Q: 3 clusters Score -250177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -250179.671875 Penalty: 3862.952881
	Iteration 23Q: 3 clusters Score -250179.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -250182.000000 Penalty: 3862.952881
	Iteration 24Q: 3 clusters Score -250182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -250185.359375 Penalty: 3862.952881
	Iteration 25Q: 3 clusters Score -250185.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -250186.687500 Penalty: 3862.952881
	Iteration 26Q: 3 clusters Score -250186.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -250187.578125 Penalty: 3862.952881
	Iteration 27Q: 3 clusters Score -250187.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -250192.062500 Penalty: 3862.952881
	Iteration 28Q: 3 clusters Score -250192.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -250192.328125 Penalty: 3862.952881
	Iteration 29Q: 3 clusters Score -250192.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -250192.328125 Penalty: 3862.952881
	Iteration 30F: 3 clusters Score -250192.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (238922 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238922 members 
Entering Unmasked Estep 
Score: -28099876.000000 Penalty: 3071.205322
	Iteration 0F: 2 clusters Score -2.809988e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119580 members 
Mstep: Class 2 contains 119342 members 
Entering Unmasked Estep 
Score: -27948266.000000 Penalty: 6142.410645
	Iteration 0F: 3 clusters Score -2.794827e+07 nChanged 115128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122656 members 
Mstep: Class 2 contains 116266 members 
Entering Unmasked Estep 
Score: -28016172.000000 Penalty: 6142.410645
	Iteration 1F: 3 clusters Score -2.801617e+07 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124696 members 
Mstep: Class 2 contains 114226 members 
Entering Unmasked Estep 
Score: -28017982.000000 Penalty: 6142.410645
	Iteration 2Q: 3 clusters Score -2.801798e+07 nChanged 7760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127956 members 
Mstep: Class 2 contains 110966 members 
Entering Unmasked Estep 
Score: -28020158.000000 Penalty: 6142.410645
	Iteration 3Q: 3 clusters Score -2.802016e+07 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132988 members 
Mstep: Class 2 contains 105934 members 
Entering Unmasked Estep 
Score: -28023962.000000 Penalty: 6142.410645
	Iteration 4Q: 3 clusters Score -2.802396e+07 nChanged 11528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140306 members 
Mstep: Class 2 contains 98616 members 
Entering Unmasked Estep 
Score: -28030026.000000 Penalty: 6142.410645
	Iteration 5Q: 3 clusters Score -2.803003e+07 nChanged 13926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150224 members 
Mstep: Class 2 contains 88698 members 
Entering Unmasked Estep 
Score: -28039442.000000 Penalty: 6142.410645
	Iteration 6F: 3 clusters Score -2.803944e+07 nChanged 15251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161591 members 
Mstep: Class 2 contains 77331 members 
Entering Unmasked Estep 
Score: -28050534.000000 Penalty: 6142.410645
	Iteration 7F: 3 clusters Score -2.805053e+07 nChanged 14607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172770 members 
Mstep: Class 2 contains 66152 members 
Entering Unmasked Estep 
Score: -28060996.000000 Penalty: 6142.410645
	Iteration 8F: 3 clusters Score -2.8061e+07 nChanged 12919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182209 members 
Mstep: Class 2 contains 56713 members 
Entering Unmasked Estep 
Score: -28070176.000000 Penalty: 6142.410645
	Iteration 9F: 3 clusters Score -2.807018e+07 nChanged 10668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189307 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -28077160.000000 Penalty: 6142.410645
	Iteration 10Q: 3 clusters Score -2.807716e+07 nChanged 8235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194620 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -28081504.000000 Penalty: 6142.410645
	Iteration 11Q: 3 clusters Score -2.80815e+07 nChanged 5921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198825 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -28083714.000000 Penalty: 6142.410645
	Iteration 12Q: 3 clusters Score -2.808371e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202497 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -28085260.000000 Penalty: 6142.410645
	Iteration 13Q: 3 clusters Score -2.808526e+07 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205817 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -28086110.000000 Penalty: 6142.410645
	Iteration 14Q: 3 clusters Score -2.808611e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208823 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -28087114.000000 Penalty: 6142.410645
	Iteration 15Q: 3 clusters Score -2.808711e+07 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211534 members 
Mstep: Class 2 contains 27388 members 
Entering Unmasked Estep 
Score: -28087732.000000 Penalty: 6142.410645
	Iteration 16Q: 3 clusters Score -2.808773e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213959 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -28088480.000000 Penalty: 6142.410645
	Iteration 17Q: 3 clusters Score -2.808848e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216278 members 
Mstep: Class 2 contains 22644 members 
Entering Unmasked Estep 
Score: -28089176.000000 Penalty: 6142.410645
	Iteration 18Q: 3 clusters Score -2.808918e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218338 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -28089914.000000 Penalty: 6142.410645
	Iteration 19Q: 3 clusters Score -2.808991e+07 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220269 members 
Mstep: Class 2 contains 18653 members 
Entering Unmasked Estep 
Score: -28090460.000000 Penalty: 6142.410645
	Iteration 20F: 3 clusters Score -2.809046e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222059 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -28091030.000000 Penalty: 6142.410645
	Iteration 21Q: 3 clusters Score -2.809103e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223693 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -28091630.000000 Penalty: 6142.410645
	Iteration 22Q: 3 clusters Score -2.809163e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225158 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -28092218.000000 Penalty: 6142.410645
	Iteration 23Q: 3 clusters Score -2.809222e+07 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226498 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -28092828.000000 Penalty: 6142.410645
	Iteration 24Q: 3 clusters Score -2.809283e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227739 members 
Mstep: Class 2 contains 11183 members 
Entering Unmasked Estep 
Score: -28093338.000000 Penalty: 6142.410645
	Iteration 25Q: 3 clusters Score -2.809334e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228876 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -28093932.000000 Penalty: 6142.410645
	Iteration 26Q: 3 clusters Score -2.809393e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229886 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -28094420.000000 Penalty: 6142.410645
	Iteration 27Q: 3 clusters Score -2.809442e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230793 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -28094930.000000 Penalty: 6142.410645
	Iteration 28Q: 3 clusters Score -2.809493e+07 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231599 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -28095286.000000 Penalty: 6142.410645
	Iteration 29Q: 3 clusters Score -2.809529e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232308 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -28095544.000000 Penalty: 6142.410645
	Iteration 30Q: 3 clusters Score -2.809554e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232878 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -28095728.000000 Penalty: 6142.410645
	Iteration 31Q: 3 clusters Score -2.809573e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233383 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -28095952.000000 Penalty: 6142.410645
	Iteration 32Q: 3 clusters Score -2.809595e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233813 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -28096098.000000 Penalty: 6142.410645
	Iteration 33Q: 3 clusters Score -2.80961e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234165 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -28096222.000000 Penalty: 6142.410645
	Iteration 34Q: 3 clusters Score -2.809622e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234468 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -28096366.000000 Penalty: 6142.410645
	Iteration 35Q: 3 clusters Score -2.809637e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234714 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -28096486.000000 Penalty: 6142.410645
	Iteration 36Q: 3 clusters Score -2.809649e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234927 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -28096532.000000 Penalty: 6142.410645
	Iteration 37Q: 3 clusters Score -2.809653e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235112 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -28096594.000000 Penalty: 6142.410645
	Iteration 38Q: 3 clusters Score -2.809659e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235280 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -28096702.000000 Penalty: 6142.410645
	Iteration 39Q: 3 clusters Score -2.80967e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235441 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -28096774.000000 Penalty: 6142.410645
	Iteration 40F: 3 clusters Score -2.809677e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235579 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -28096858.000000 Penalty: 6142.410645
	Iteration 41Q: 3 clusters Score -2.809686e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235704 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -28096902.000000 Penalty: 6142.410645
	Iteration 42Q: 3 clusters Score -2.80969e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235827 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -28096936.000000 Penalty: 6142.410645
	Iteration 43Q: 3 clusters Score -2.809694e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235948 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -28097036.000000 Penalty: 6142.410645
	Iteration 44Q: 3 clusters Score -2.809704e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236024 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -28097068.000000 Penalty: 6142.410645
	Iteration 45Q: 3 clusters Score -2.809707e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236094 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -28097082.000000 Penalty: 6142.410645
	Iteration 46Q: 3 clusters Score -2.809708e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236171 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -28097166.000000 Penalty: 6142.410645
	Iteration 47Q: 3 clusters Score -2.809717e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236236 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -28097198.000000 Penalty: 6142.410645
	Iteration 48Q: 3 clusters Score -2.80972e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236297 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -28097180.000000 Penalty: 6142.410645
	Iteration 49Q: 3 clusters Score -2.809718e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236343 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -28097186.000000 Penalty: 6142.410645
	Iteration 50Q: 3 clusters Score -2.809719e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236389 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -28097186.000000 Penalty: 6142.410645
	Iteration 51Q: 3 clusters Score -2.809719e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236431 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -28097214.000000 Penalty: 6142.410645
	Iteration 52Q: 3 clusters Score -2.809721e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236471 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -28097220.000000 Penalty: 6142.410645
	Iteration 53Q: 3 clusters Score -2.809722e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236491 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -28097222.000000 Penalty: 6142.410645
	Iteration 54Q: 3 clusters Score -2.809722e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236522 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -28097300.000000 Penalty: 6142.410645
	Iteration 55Q: 3 clusters Score -2.80973e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236542 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -28097316.000000 Penalty: 6142.410645
	Iteration 56Q: 3 clusters Score -2.809732e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236568 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -28097308.000000 Penalty: 6142.410645
	Iteration 57Q: 3 clusters Score -2.809731e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236591 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -28097326.000000 Penalty: 6142.410645
	Iteration 58Q: 3 clusters Score -2.809733e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236613 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -28097342.000000 Penalty: 6142.410645
	Iteration 59Q: 3 clusters Score -2.809734e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236633 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -28097324.000000 Penalty: 6142.410645
	Iteration 60F: 3 clusters Score -2.809732e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236655 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -28097302.000000 Penalty: 6142.410645
	Iteration 61Q: 3 clusters Score -2.80973e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236671 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -28097302.000000 Penalty: 6142.410645
	Iteration 62Q: 3 clusters Score -2.80973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236686 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -28097276.000000 Penalty: 6142.410645
	Iteration 63Q: 3 clusters Score -2.809728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236704 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -28097282.000000 Penalty: 6142.410645
	Iteration 64Q: 3 clusters Score -2.809728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236720 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -28097286.000000 Penalty: 6142.410645
	Iteration 65Q: 3 clusters Score -2.809729e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236726 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -28097298.000000 Penalty: 6142.410645
	Iteration 66Q: 3 clusters Score -2.80973e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236732 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -28097300.000000 Penalty: 6142.410645
	Iteration 67Q: 3 clusters Score -2.80973e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236740 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -28097314.000000 Penalty: 6142.410645
	Iteration 68Q: 3 clusters Score -2.809731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236754 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -28097314.000000 Penalty: 6142.410645
	Iteration 69Q: 3 clusters Score -2.809731e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236757 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -28097314.000000 Penalty: 6142.410645
	Iteration 70Q: 3 clusters Score -2.809731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236760 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -28097322.000000 Penalty: 6142.410645
	Iteration 71Q: 3 clusters Score -2.809732e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236764 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -28097296.000000 Penalty: 6142.410645
	Iteration 72Q: 3 clusters Score -2.80973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236766 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -28097310.000000 Penalty: 6142.410645
	Iteration 73Q: 3 clusters Score -2.809731e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236769 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -28097316.000000 Penalty: 6142.410645
	Iteration 74Q: 3 clusters Score -2.809732e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236774 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -28097316.000000 Penalty: 6142.410645
	Iteration 75Q: 3 clusters Score -2.809732e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236778 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -28097340.000000 Penalty: 6142.410645
	Iteration 76Q: 3 clusters Score -2.809734e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236783 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -28097330.000000 Penalty: 6142.410645
	Iteration 77Q: 3 clusters Score -2.809733e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236785 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -28097334.000000 Penalty: 6142.410645
	Iteration 78Q: 3 clusters Score -2.809733e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236784 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -28097336.000000 Penalty: 6142.410645
	Iteration 79Q: 3 clusters Score -2.809734e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236785 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -28097356.000000 Penalty: 6142.410645
	Iteration 80F: 3 clusters Score -2.809736e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236791 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -28097358.000000 Penalty: 6142.410645
	Iteration 81Q: 3 clusters Score -2.809736e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236791 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -28097362.000000 Penalty: 6142.410645
	Iteration 82Q: 3 clusters Score -2.809736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236791 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -28097342.000000 Penalty: 6142.410645
	Iteration 83Q: 3 clusters Score -2.809734e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236793 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -28097354.000000 Penalty: 6142.410645
	Iteration 84Q: 3 clusters Score -2.809735e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236793 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -28097354.000000 Penalty: 6142.410645
	Iteration 85F: 3 clusters Score -2.809735e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Entering Unmasked Estep 
Score: -2446674.500000 Penalty: 2507.635986
	Iteration 0F: 2 clusters Score -2446674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -2429680.250000 Penalty: 5015.271973
	Iteration 0F: 3 clusters Score -2429680 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 12424 members 
Entering Unmasked Estep 
Score: -2436052.500000 Penalty: 5015.271973
	Iteration 1F: 3 clusters Score -2436052 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2437035.250000 Penalty: 5015.271973
	Iteration 2F: 3 clusters Score -2437035 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2438003.000000 Penalty: 5015.271973
	Iteration 3F: 3 clusters Score -2438003 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -2438867.250000 Penalty: 5015.271973
	Iteration 4F: 3 clusters Score -2438867 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2439633.250000 Penalty: 5015.271973
	Iteration 5F: 3 clusters Score -2439633 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2440324.250000 Penalty: 5015.271973
	Iteration 6F: 3 clusters Score -2440324 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2440900.500000 Penalty: 5015.271973
	Iteration 7Q: 3 clusters Score -2440900 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -2441328.250000 Penalty: 5015.271973
	Iteration 8Q: 3 clusters Score -2441328 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -2441693.500000 Penalty: 5015.271973
	Iteration 9Q: 3 clusters Score -2441694 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10817 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -2441958.750000 Penalty: 5015.271973
	Iteration 10Q: 3 clusters Score -2441959 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2442172.250000 Penalty: 5015.271973
	Iteration 11Q: 3 clusters Score -2442172 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 14035 members 
Entering Unmasked Estep 
Score: -2442357.750000 Penalty: 5015.271973
	Iteration 12Q: 3 clusters Score -2442358 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2442491.250000 Penalty: 5015.271973
	Iteration 13Q: 3 clusters Score -2442491 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -2442595.750000 Penalty: 5015.271973
	Iteration 14Q: 3 clusters Score -2442596 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -2442673.250000 Penalty: 5015.271973
	Iteration 15Q: 3 clusters Score -2442673 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 14622 members 
Entering Unmasked Estep 
Score: -2442746.750000 Penalty: 5015.271973
	Iteration 16Q: 3 clusters Score -2442747 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2442819.500000 Penalty: 5015.271973
	Iteration 17Q: 3 clusters Score -2442820 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -2442861.750000 Penalty: 5015.271973
	Iteration 18Q: 3 clusters Score -2442862 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2442922.500000 Penalty: 5015.271973
	Iteration 19Q: 3 clusters Score -2442922 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -2442989.250000 Penalty: 5015.271973
	Iteration 20F: 3 clusters Score -2442989 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2443057.750000 Penalty: 5015.271973
	Iteration 21Q: 3 clusters Score -2443058 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -2443126.250000 Penalty: 5015.271973
	Iteration 22Q: 3 clusters Score -2443126 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2443192.250000 Penalty: 5015.271973
	Iteration 23Q: 3 clusters Score -2443192 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -2443258.500000 Penalty: 5015.271973
	Iteration 24Q: 3 clusters Score -2443258 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 15841 members 
Entering Unmasked Estep 
Score: -2443333.500000 Penalty: 5015.271973
	Iteration 25Q: 3 clusters Score -2443334 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2443391.000000 Penalty: 5015.271973
	Iteration 26Q: 3 clusters Score -2443391 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2443447.250000 Penalty: 5015.271973
	Iteration 27Q: 3 clusters Score -2443447 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2443504.750000 Penalty: 5015.271973
	Iteration 28Q: 3 clusters Score -2443505 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2443579.000000 Penalty: 5015.271973
	Iteration 29Q: 3 clusters Score -2443579 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -2443624.500000 Penalty: 5015.271973
	Iteration 30Q: 3 clusters Score -2443624 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2443685.000000 Penalty: 5015.271973
	Iteration 31Q: 3 clusters Score -2443685 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2443727.250000 Penalty: 5015.271973
	Iteration 32Q: 3 clusters Score -2443727 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -2443791.750000 Penalty: 5015.271973
	Iteration 33Q: 3 clusters Score -2443792 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2443851.000000 Penalty: 5015.271973
	Iteration 34Q: 3 clusters Score -2443851 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2443900.500000 Penalty: 5015.271973
	Iteration 35Q: 3 clusters Score -2443900 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 17222 members 
Entering Unmasked Estep 
Score: -2443932.750000 Penalty: 5015.271973
	Iteration 36Q: 3 clusters Score -2443933 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2443982.500000 Penalty: 5015.271973
	Iteration 37Q: 3 clusters Score -2443982 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2444007.250000 Penalty: 5015.271973
	Iteration 38Q: 3 clusters Score -2444007 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -2444033.500000 Penalty: 5015.271973
	Iteration 39Q: 3 clusters Score -2444034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2444056.750000 Penalty: 5015.271973
	Iteration 40F: 3 clusters Score -2444057 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2444089.500000 Penalty: 5015.271973
	Iteration 41Q: 3 clusters Score -2444090 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2444105.750000 Penalty: 5015.271973
	Iteration 42Q: 3 clusters Score -2444106 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2444127.250000 Penalty: 5015.271973
	Iteration 43Q: 3 clusters Score -2444127 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 17869 members 
Entering Unmasked Estep 
Score: -2444143.500000 Penalty: 5015.271973
	Iteration 44Q: 3 clusters Score -2444144 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2444149.750000 Penalty: 5015.271973
	Iteration 45Q: 3 clusters Score -2444150 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2444176.000000 Penalty: 5015.271973
	Iteration 46Q: 3 clusters Score -2444176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2444199.500000 Penalty: 5015.271973
	Iteration 47Q: 3 clusters Score -2444200 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2444225.250000 Penalty: 5015.271973
	Iteration 48Q: 3 clusters Score -2444225 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2444237.500000 Penalty: 5015.271973
	Iteration 49Q: 3 clusters Score -2444238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2444263.000000 Penalty: 5015.271973
	Iteration 50Q: 3 clusters Score -2444263 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2444280.250000 Penalty: 5015.271973
	Iteration 51Q: 3 clusters Score -2444280 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2444303.250000 Penalty: 5015.271973
	Iteration 52Q: 3 clusters Score -2444303 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6205 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2444336.000000 Penalty: 5015.271973
	Iteration 53Q: 3 clusters Score -2444336 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 18490 members 
Entering Unmasked Estep 
Score: -2444365.500000 Penalty: 5015.271973
	Iteration 54Q: 3 clusters Score -2444366 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2444408.250000 Penalty: 5015.271973
	Iteration 55Q: 3 clusters Score -2444408 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2444456.500000 Penalty: 5015.271973
	Iteration 56Q: 3 clusters Score -2444456 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2444527.750000 Penalty: 5015.271973
	Iteration 57Q: 3 clusters Score -2444528 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2444606.750000 Penalty: 5015.271973
	Iteration 58Q: 3 clusters Score -2444607 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -2444657.250000 Penalty: 5015.271973
	Iteration 59Q: 3 clusters Score -2444657 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 18889 members 
Entering Unmasked Estep 
Score: -2444714.000000 Penalty: 5015.271973
	Iteration 60F: 3 clusters Score -2444714 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2444758.750000 Penalty: 5015.271973
	Iteration 61Q: 3 clusters Score -2444759 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2444790.000000 Penalty: 5015.271973
	Iteration 62Q: 3 clusters Score -2444790 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -2444808.750000 Penalty: 5015.271973
	Iteration 63Q: 3 clusters Score -2444809 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 19093 members 
Entering Unmasked Estep 
Score: -2444835.250000 Penalty: 5015.271973
	Iteration 64Q: 3 clusters Score -2444835 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2444841.250000 Penalty: 5015.271973
	Iteration 65Q: 3 clusters Score -2444841 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2444852.000000 Penalty: 5015.271973
	Iteration 66Q: 3 clusters Score -2444852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2444853.750000 Penalty: 5015.271973
	Iteration 67Q: 3 clusters Score -2444854 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -2444846.750000 Penalty: 5015.271973
	Iteration 68Q: 3 clusters Score -2444847 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2444851.000000 Penalty: 5015.271973
	Iteration 69Q: 3 clusters Score -2444851 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -2444850.000000 Penalty: 5015.271973
	Iteration 70Q: 3 clusters Score -2444850 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -2444850.500000 Penalty: 5015.271973
	Iteration 71Q: 3 clusters Score -2444850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 19219 members 
Entering Unmasked Estep 
Score: -2444851.500000 Penalty: 5015.271973
	Iteration 72Q: 3 clusters Score -2444852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 19230 members 
Entering Unmasked Estep 
Score: -2444855.000000 Penalty: 5015.271973
	Iteration 73Q: 3 clusters Score -2444855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 19241 members 
Entering Unmasked Estep 
Score: -2444859.500000 Penalty: 5015.271973
	Iteration 74Q: 3 clusters Score -2444860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 19252 members 
Entering Unmasked Estep 
Score: -2444864.000000 Penalty: 5015.271973
	Iteration 75Q: 3 clusters Score -2444864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2444862.500000 Penalty: 5015.271973
	Iteration 76Q: 3 clusters Score -2444862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2444864.250000 Penalty: 5015.271973
	Iteration 77Q: 3 clusters Score -2444864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -2444869.000000 Penalty: 5015.271973
	Iteration 78Q: 3 clusters Score -2444869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2444867.000000 Penalty: 5015.271973
	Iteration 79Q: 3 clusters Score -2444867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2444869.750000 Penalty: 5015.271973
	Iteration 80F: 3 clusters Score -2444870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2444869.750000 Penalty: 5015.271973
	Iteration 81Q: 3 clusters Score -2444870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2444868.250000 Penalty: 5015.271973
	Iteration 82Q: 3 clusters Score -2444868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -2444868.250000 Penalty: 5015.271973
	Iteration 83F: 3 clusters Score -2444868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Entering Unmasked Estep 
Score: -2075319.000000 Penalty: 2436.220703
	Iteration 0F: 2 clusters Score -2075319 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -2062158.750000 Penalty: 4872.441406
	Iteration 0F: 3 clusters Score -2062159 nChanged 8045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2066489.125000 Penalty: 4872.441406
	Iteration 1F: 3 clusters Score -2066489 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -2066920.500000 Penalty: 4872.441406
	Iteration 2F: 3 clusters Score -2066920 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2067290.625000 Penalty: 4872.441406
	Iteration 3F: 3 clusters Score -2067291 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -2067596.375000 Penalty: 4872.441406
	Iteration 4Q: 3 clusters Score -2067596 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2067891.250000 Penalty: 4872.441406
	Iteration 5Q: 3 clusters Score -2067891 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2068184.875000 Penalty: 4872.441406
	Iteration 6Q: 3 clusters Score -2068185 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -2068501.875000 Penalty: 4872.441406
	Iteration 7Q: 3 clusters Score -2068502 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2068867.875000 Penalty: 4872.441406
	Iteration 8Q: 3 clusters Score -2068868 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2069292.250000 Penalty: 4872.441406
	Iteration 9Q: 3 clusters Score -2069292 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -2069717.750000 Penalty: 4872.441406
	Iteration 10Q: 3 clusters Score -2069718 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -2070068.000000 Penalty: 4872.441406
	Iteration 11Q: 3 clusters Score -2070068 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 11631 members 
Entering Unmasked Estep 
Score: -2070386.125000 Penalty: 4872.441406
	Iteration 12Q: 3 clusters Score -2070386 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2070657.375000 Penalty: 4872.441406
	Iteration 13Q: 3 clusters Score -2070657 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 12084 members 
Entering Unmasked Estep 
Score: -2070915.750000 Penalty: 4872.441406
	Iteration 14Q: 3 clusters Score -2070916 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2071182.000000 Penalty: 4872.441406
	Iteration 15Q: 3 clusters Score -2071182 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -2071446.375000 Penalty: 4872.441406
	Iteration 16Q: 3 clusters Score -2071446 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2071720.625000 Penalty: 4872.441406
	Iteration 17Q: 3 clusters Score -2071721 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -2071952.375000 Penalty: 4872.441406
	Iteration 18Q: 3 clusters Score -2071952 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2072113.000000 Penalty: 4872.441406
	Iteration 19Q: 3 clusters Score -2072113 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -2072250.375000 Penalty: 4872.441406
	Iteration 20F: 3 clusters Score -2072250 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2072353.375000 Penalty: 4872.441406
	Iteration 21Q: 3 clusters Score -2072353 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -2072436.500000 Penalty: 4872.441406
	Iteration 22Q: 3 clusters Score -2072436 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2072517.250000 Penalty: 4872.441406
	Iteration 23Q: 3 clusters Score -2072517 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 14117 members 
Entering Unmasked Estep 
Score: -2072573.750000 Penalty: 4872.441406
	Iteration 24Q: 3 clusters Score -2072574 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2072616.750000 Penalty: 4872.441406
	Iteration 25Q: 3 clusters Score -2072617 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -2072647.875000 Penalty: 4872.441406
	Iteration 26Q: 3 clusters Score -2072648 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2072676.250000 Penalty: 4872.441406
	Iteration 27Q: 3 clusters Score -2072676 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2072698.750000 Penalty: 4872.441406
	Iteration 28Q: 3 clusters Score -2072699 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -2072714.500000 Penalty: 4872.441406
	Iteration 29Q: 3 clusters Score -2072714 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -2072738.000000 Penalty: 4872.441406
	Iteration 30Q: 3 clusters Score -2072738 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -2072746.875000 Penalty: 4872.441406
	Iteration 31Q: 3 clusters Score -2072747 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2072752.875000 Penalty: 4872.441406
	Iteration 32Q: 3 clusters Score -2072753 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -2072760.875000 Penalty: 4872.441406
	Iteration 33Q: 3 clusters Score -2072761 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -2072762.875000 Penalty: 4872.441406
	Iteration 34Q: 3 clusters Score -2072763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -2072762.500000 Penalty: 4872.441406
	Iteration 35Q: 3 clusters Score -2072762 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2072776.875000 Penalty: 4872.441406
	Iteration 36Q: 3 clusters Score -2072777 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -2072790.375000 Penalty: 4872.441406
	Iteration 37Q: 3 clusters Score -2072790 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2072800.500000 Penalty: 4872.441406
	Iteration 38Q: 3 clusters Score -2072800 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -2072812.375000 Penalty: 4872.441406
	Iteration 39Q: 3 clusters Score -2072812 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -2072821.750000 Penalty: 4872.441406
	Iteration 40F: 3 clusters Score -2072822 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2072828.125000 Penalty: 4872.441406
	Iteration 41Q: 3 clusters Score -2072828 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -2072842.375000 Penalty: 4872.441406
	Iteration 42Q: 3 clusters Score -2072842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -2072842.375000 Penalty: 4872.441406
	Iteration 43Q: 3 clusters Score -2072842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -2072855.875000 Penalty: 4872.441406
	Iteration 44Q: 3 clusters Score -2072856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2072870.250000 Penalty: 4872.441406
	Iteration 45Q: 3 clusters Score -2072870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2072874.875000 Penalty: 4872.441406
	Iteration 46Q: 3 clusters Score -2072875 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2072878.500000 Penalty: 4872.441406
	Iteration 47Q: 3 clusters Score -2072878 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2072882.000000 Penalty: 4872.441406
	Iteration 48Q: 3 clusters Score -2072882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -2072883.500000 Penalty: 4872.441406
	Iteration 49Q: 3 clusters Score -2072884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 15487 members 
Entering Unmasked Estep 
Score: -2072889.375000 Penalty: 4872.441406
	Iteration 50Q: 3 clusters Score -2072889 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2072893.875000 Penalty: 4872.441406
	Iteration 51Q: 3 clusters Score -2072894 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -2072898.875000 Penalty: 4872.441406
	Iteration 52Q: 3 clusters Score -2072899 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -2072899.875000 Penalty: 4872.441406
	Iteration 53Q: 3 clusters Score -2072900 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -2072912.250000 Penalty: 4872.441406
	Iteration 54Q: 3 clusters Score -2072912 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2072915.750000 Penalty: 4872.441406
	Iteration 55Q: 3 clusters Score -2072916 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -2072916.750000 Penalty: 4872.441406
	Iteration 56Q: 3 clusters Score -2072917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 15649 members 
Entering Unmasked Estep 
Score: -2072921.000000 Penalty: 4872.441406
	Iteration 57Q: 3 clusters Score -2072921 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2072927.625000 Penalty: 4872.441406
	Iteration 58Q: 3 clusters Score -2072928 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -2072925.125000 Penalty: 4872.441406
	Iteration 59Q: 3 clusters Score -2072925 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2072924.000000 Penalty: 4872.441406
	Iteration 60F: 3 clusters Score -2072924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2072929.000000 Penalty: 4872.441406
	Iteration 61Q: 3 clusters Score -2072929 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2072934.000000 Penalty: 4872.441406
	Iteration 62Q: 3 clusters Score -2072934 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2072940.250000 Penalty: 4872.441406
	Iteration 63Q: 3 clusters Score -2072940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -2072943.625000 Penalty: 4872.441406
	Iteration 64Q: 3 clusters Score -2072944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -2072943.250000 Penalty: 4872.441406
	Iteration 65Q: 3 clusters Score -2072943 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -2072949.625000 Penalty: 4872.441406
	Iteration 66Q: 3 clusters Score -2072950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2072949.625000 Penalty: 4872.441406
	Iteration 67Q: 3 clusters Score -2072950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -2072952.250000 Penalty: 4872.441406
	Iteration 68Q: 3 clusters Score -2072952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2072956.500000 Penalty: 4872.441406
	Iteration 69Q: 3 clusters Score -2072956 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2072961.625000 Penalty: 4872.441406
	Iteration 70Q: 3 clusters Score -2072962 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -2072973.625000 Penalty: 4872.441406
	Iteration 71Q: 3 clusters Score -2072974 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2072981.875000 Penalty: 4872.441406
	Iteration 72Q: 3 clusters Score -2072982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2072982.750000 Penalty: 4872.441406
	Iteration 73Q: 3 clusters Score -2072983 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2072986.125000 Penalty: 4872.441406
	Iteration 74Q: 3 clusters Score -2072986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2072989.125000 Penalty: 4872.441406
	Iteration 75Q: 3 clusters Score -2072989 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2072987.500000 Penalty: 4872.441406
	Iteration 76Q: 3 clusters Score -2072988 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 15993 members 
Entering Unmasked Estep 
Score: -2072985.500000 Penalty: 4872.441406
	Iteration 77Q: 3 clusters Score -2072986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2072985.875000 Penalty: 4872.441406
	Iteration 78Q: 3 clusters Score -2072986 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16006 members 
Entering Unmasked Estep 
Score: -2072993.375000 Penalty: 4872.441406
	Iteration 79Q: 3 clusters Score -2072993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2072995.125000 Penalty: 4872.441406
	Iteration 80F: 3 clusters Score -2072995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2073000.125000 Penalty: 4872.441406
	Iteration 81Q: 3 clusters Score -2073000 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 16038 members 
Entering Unmasked Estep 
Score: -2072998.500000 Penalty: 4872.441406
	Iteration 82Q: 3 clusters Score -2072998 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2073001.000000 Penalty: 4872.441406
	Iteration 83Q: 3 clusters Score -2073001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2073001.125000 Penalty: 4872.441406
	Iteration 84Q: 3 clusters Score -2073001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2073000.500000 Penalty: 4872.441406
	Iteration 85Q: 3 clusters Score -2073000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 16071 members 
Entering Unmasked Estep 
Score: -2073002.875000 Penalty: 4872.441406
	Iteration 86Q: 3 clusters Score -2073003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2073008.125000 Penalty: 4872.441406
	Iteration 87Q: 3 clusters Score -2073008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2073007.500000 Penalty: 4872.441406
	Iteration 88Q: 3 clusters Score -2073008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2073006.000000 Penalty: 4872.441406
	Iteration 89Q: 3 clusters Score -2073006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2073006.250000 Penalty: 4872.441406
	Iteration 90Q: 3 clusters Score -2073006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2073006.250000 Penalty: 4872.441406
	Iteration 91F: 3 clusters Score -2073006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39636 members 
Entering Unmasked Estep 
Score: -4466229.000000 Penalty: 2625.698242
	Iteration 0F: 2 clusters Score -4466229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 19828 members 
Entering Unmasked Estep 
Score: -4439379.500000 Penalty: 5251.396484
	Iteration 0F: 3 clusters Score -4439380 nChanged 18172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -4449514.500000 Penalty: 5251.396484
	Iteration 1F: 3 clusters Score -4449514 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -4450292.000000 Penalty: 5251.396484
	Iteration 2Q: 3 clusters Score -4450292 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -4451150.500000 Penalty: 5251.396484
	Iteration 3Q: 3 clusters Score -4451150 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -4452176.000000 Penalty: 5251.396484
	Iteration 4F: 3 clusters Score -4452176 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -4453393.500000 Penalty: 5251.396484
	Iteration 5F: 3 clusters Score -4453394 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -4454834.500000 Penalty: 5251.396484
	Iteration 6F: 3 clusters Score -4454834 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 25924 members 
Entering Unmasked Estep 
Score: -4456441.000000 Penalty: 5251.396484
	Iteration 7F: 3 clusters Score -4456441 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -4458176.500000 Penalty: 5251.396484
	Iteration 8F: 3 clusters Score -4458176 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 30359 members 
Entering Unmasked Estep 
Score: -4459951.000000 Penalty: 5251.396484
	Iteration 9F: 3 clusters Score -4459951 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 32522 members 
Entering Unmasked Estep 
Score: -4461846.000000 Penalty: 5251.396484
	Iteration 10F: 3 clusters Score -4461846 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -4463626.500000 Penalty: 5251.396484
	Iteration 11Q: 3 clusters Score -4463626 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 35664 members 
Entering Unmasked Estep 
Score: -4464779.500000 Penalty: 5251.396484
	Iteration 12Q: 3 clusters Score -4464780 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -4465385.500000 Penalty: 5251.396484
	Iteration 13Q: 3 clusters Score -4465386 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
Score: -4465737.500000 Penalty: 5251.396484
	Iteration 14Q: 3 clusters Score -4465738 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 37327 members 
Entering Unmasked Estep 
Score: -4465926.000000 Penalty: 5251.396484
	Iteration 15Q: 3 clusters Score -4465926 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 37591 members 
Entering Unmasked Estep 
Score: -4466058.500000 Penalty: 5251.396484
	Iteration 16Q: 3 clusters Score -4466058 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 37762 members 
Entering Unmasked Estep 
Score: -4466124.000000 Penalty: 5251.396484
	Iteration 17Q: 3 clusters Score -4466124 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 37879 members 
Entering Unmasked Estep 
Score: -4466161.500000 Penalty: 5251.396484
	Iteration 18Q: 3 clusters Score -4466162 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 37956 members 
Entering Unmasked Estep 
Score: -4466190.000000 Penalty: 5251.396484
	Iteration 19Q: 3 clusters Score -4466190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 38001 members 
Entering Unmasked Estep 
Score: -4466200.500000 Penalty: 5251.396484
	Iteration 20F: 3 clusters Score -4466200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -4466207.500000 Penalty: 5251.396484
	Iteration 21Q: 3 clusters Score -4466208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 38050 members 
Entering Unmasked Estep 
Score: -4466217.000000 Penalty: 5251.396484
	Iteration 22Q: 3 clusters Score -4466217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -4466212.500000 Penalty: 5251.396484
	Iteration 23Q: 3 clusters Score -4466212 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 38073 members 
Entering Unmasked Estep 
Score: -4466216.000000 Penalty: 5251.396484
	Iteration 24Q: 3 clusters Score -4466216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -4466221.000000 Penalty: 5251.396484
	Iteration 25Q: 3 clusters Score -4466221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 38088 members 
Entering Unmasked Estep 
Score: -4466225.500000 Penalty: 5251.396484
	Iteration 26Q: 3 clusters Score -4466226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 38092 members 
Entering Unmasked Estep 
Score: -4466222.500000 Penalty: 5251.396484
	Iteration 27Q: 3 clusters Score -4466222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -4466224.000000 Penalty: 5251.396484
	Iteration 28Q: 3 clusters Score -4466224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 38099 members 
Entering Unmasked Estep 
Score: -4466220.000000 Penalty: 5251.396484
	Iteration 29Q: 3 clusters Score -4466220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4466227.500000 Penalty: 5251.396484
	Iteration 30Q: 3 clusters Score -4466228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 38107 members 
Entering Unmasked Estep 
Score: -4466230.000000 Penalty: 5251.396484
	Iteration 31Q: 3 clusters Score -4466230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -4466222.000000 Penalty: 5251.396484
	Iteration 32Q: 3 clusters Score -4466222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4466224.500000 Penalty: 5251.396484
	Iteration 33Q: 3 clusters Score -4466224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 38118 members 
Entering Unmasked Estep 
Score: -4466225.000000 Penalty: 5251.396484
	Iteration 34Q: 3 clusters Score -4466225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
Score: -4466223.000000 Penalty: 5251.396484
	Iteration 35Q: 3 clusters Score -4466223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 38121 members 
Entering Unmasked Estep 
Score: -4466228.500000 Penalty: 5251.396484
	Iteration 36Q: 3 clusters Score -4466228 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -4466226.500000 Penalty: 5251.396484
	Iteration 37Q: 3 clusters Score -4466226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -4466225.500000 Penalty: 5251.396484
	Iteration 38Q: 3 clusters Score -4466226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4466225.500000 Penalty: 5251.396484
	Iteration 39Q: 3 clusters Score -4466226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -4466225.500000 Penalty: 5251.396484
	Iteration 40F: 3 clusters Score -4466226 nChanged 0
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: -528489.875000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -528489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -523332.718750 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -523332.7 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -525189.062500 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -525189.1 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -526275.562500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -526275.6 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -527365.812500 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -527365.8 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -528196.812500 Penalty: 4330.262207
	Iteration 4F: 3 clusters Score -528196.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -528573.187500 Penalty: 4330.262207
	Iteration 5F: 3 clusters Score -528573.2 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -528731.625000 Penalty: 4330.262207
	Iteration 6Q: 3 clusters Score -528731.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -528813.500000 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -528813.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -528862.812500 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -528862.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -528901.937500 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -528901.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -528924.500000 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -528924.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -528940.500000 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -528940.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -528949.812500 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -528949.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -528954.312500 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -528954.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -528957.312500 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -528957.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -528960.250000 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -528960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -528962.625000 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -528962.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -528965.000000 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -528965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -528966.187500 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -528966.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -528968.937500 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -528968.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -528973.375000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -528973.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -528976.562500 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -528976.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -528979.437500 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -528979.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -528981.562500 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -528981.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -528983.125000 Penalty: 4330.262207
	Iteration 24Q: 3 clusters Score -528983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -528983.125000 Penalty: 4330.262207
	Iteration 25Q: 3 clusters Score -528983.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -528983.875000 Penalty: 4330.262207
	Iteration 26Q: 3 clusters Score -528983.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -528985.000000 Penalty: 4330.262207
	Iteration 27Q: 3 clusters Score -528985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -528985.937500 Penalty: 4330.262207
	Iteration 28Q: 3 clusters Score -528985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -528985.937500 Penalty: 4330.262207
	Iteration 29F: 3 clusters Score -528985.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26373 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238922 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 1082 members 
Mstep: Class 14 contains 208651 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24783 members 
Mstep: Class 18 contains 79020 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317656 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196816 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 5106 members 
Entering Unmasked Estep 
Score: -161426144.000000 Penalty: 101876.304688
Splitting cluster 13 changes total score from -161427056.000000 to -161426144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (208651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208651 members 
Entering Unmasked Estep 
Score: -24670590.000000 Penalty: 3037.607666
	Iteration 0F: 2 clusters Score -2.467059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104078 members 
Mstep: Class 2 contains 104573 members 
Entering Unmasked Estep 
Score: -24536796.000000 Penalty: 6075.215332
	Iteration 0F: 3 clusters Score -2.45368e+07 nChanged 100298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98808 members 
Mstep: Class 2 contains 109843 members 
Entering Unmasked Estep 
Score: -24595788.000000 Penalty: 6075.215332
	Iteration 1F: 3 clusters Score -2.459579e+07 nChanged 5898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95612 members 
Mstep: Class 2 contains 113039 members 
Entering Unmasked Estep 
Score: -24596822.000000 Penalty: 6075.215332
	Iteration 2Q: 3 clusters Score -2.459682e+07 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90770 members 
Mstep: Class 2 contains 117881 members 
Entering Unmasked Estep 
Score: -24598506.000000 Penalty: 6075.215332
	Iteration 3Q: 3 clusters Score -2.459851e+07 nChanged 8543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83221 members 
Mstep: Class 2 contains 125430 members 
Entering Unmasked Estep 
Score: -24601948.000000 Penalty: 6075.215332
	Iteration 4Q: 3 clusters Score -2.460195e+07 nChanged 11530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72089 members 
Mstep: Class 2 contains 136562 members 
Entering Unmasked Estep 
Score: -24608510.000000 Penalty: 6075.215332
	Iteration 5F: 3 clusters Score -2.460851e+07 nChanged 15755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56448 members 
Mstep: Class 2 contains 152203 members 
Entering Unmasked Estep 
Score: -24619486.000000 Penalty: 6075.215332
	Iteration 6F: 3 clusters Score -2.461949e+07 nChanged 19202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 171393 members 
Entering Unmasked Estep 
Score: -24635900.000000 Penalty: 6075.215332
	Iteration 7F: 3 clusters Score -2.46359e+07 nChanged 18310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 189701 members 
Entering Unmasked Estep 
Score: -24652140.000000 Penalty: 6075.215332
	Iteration 8F: 3 clusters Score -2.465214e+07 nChanged 11943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 201644 members 
Entering Unmasked Estep 
Score: -24662598.000000 Penalty: 6075.215332
	Iteration 9F: 3 clusters Score -2.46626e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 206587 members 
Entering Unmasked Estep 
Score: -24666448.000000 Penalty: 6075.215332
	Iteration 10Q: 3 clusters Score -2.466645e+07 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 207958 members 
Entering Unmasked Estep 
Score: -24667460.000000 Penalty: 6075.215332
	Iteration 11Q: 3 clusters Score -2.466746e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 208292 members 
Entering Unmasked Estep 
Score: -24667700.000000 Penalty: 6075.215332
	Iteration 12Q: 3 clusters Score -2.46677e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 208376 members 
Entering Unmasked Estep 
Score: -24667808.000000 Penalty: 6075.215332
	Iteration 13Q: 3 clusters Score -2.466781e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 208406 members 
Entering Unmasked Estep 
Score: -24667876.000000 Penalty: 6075.215332
	Iteration 14Q: 3 clusters Score -2.466788e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 208417 members 
Entering Unmasked Estep 
Score: -24667884.000000 Penalty: 6075.215332
	Iteration 15Q: 3 clusters Score -2.466788e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208418 members 
Entering Unmasked Estep 
Score: -24667882.000000 Penalty: 6075.215332
	Iteration 16Q: 3 clusters Score -2.466788e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 208425 members 
Entering Unmasked Estep 
Score: -24667908.000000 Penalty: 6075.215332
	Iteration 17Q: 3 clusters Score -2.466791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208430 members 
Entering Unmasked Estep 
Score: -24667930.000000 Penalty: 6075.215332
	Iteration 18Q: 3 clusters Score -2.466793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 208429 members 
Entering Unmasked Estep 
Score: -24667928.000000 Penalty: 6075.215332
	Iteration 19Q: 3 clusters Score -2.466793e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 208430 members 
Entering Unmasked Estep 
Score: -24667942.000000 Penalty: 6075.215332
	Iteration 20F: 3 clusters Score -2.466794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 208431 members 
Entering Unmasked Estep 
Score: -24667942.000000 Penalty: 6075.215332
	Iteration 21Q: 3 clusters Score -2.466794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 208434 members 
Entering Unmasked Estep 
Score: -24667956.000000 Penalty: 6075.215332
	Iteration 22Q: 3 clusters Score -2.466796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 208435 members 
Entering Unmasked Estep 
Score: -24667962.000000 Penalty: 6075.215332
	Iteration 23Q: 3 clusters Score -2.466796e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 208435 members 
Entering Unmasked Estep 
Score: -24667962.000000 Penalty: 6075.215332
	Iteration 24F: 3 clusters Score -2.466796e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15349 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Entering Unmasked Estep 
Score: -1689348.750000 Penalty: 2390.423828
	Iteration 0F: 2 clusters Score -1689349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1678273.625000 Penalty: 4780.847656
	Iteration 0F: 3 clusters Score -1678274 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -1681683.875000 Penalty: 4780.847656
	Iteration 1F: 3 clusters Score -1681684 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -1682101.125000 Penalty: 4780.847656
	Iteration 2F: 3 clusters Score -1682101 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1682475.375000 Penalty: 4780.847656
	Iteration 3F: 3 clusters Score -1682475 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1682867.250000 Penalty: 4780.847656
	Iteration 4F: 3 clusters Score -1682867 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1683206.750000 Penalty: 4780.847656
	Iteration 5Q: 3 clusters Score -1683207 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1683532.625000 Penalty: 4780.847656
	Iteration 6Q: 3 clusters Score -1683533 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1683836.500000 Penalty: 4780.847656
	Iteration 7Q: 3 clusters Score -1683836 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -1684115.500000 Penalty: 4780.847656
	Iteration 8Q: 3 clusters Score -1684116 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -1684405.125000 Penalty: 4780.847656
	Iteration 9Q: 3 clusters Score -1684405 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1684662.750000 Penalty: 4780.847656
	Iteration 10Q: 3 clusters Score -1684663 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1684915.125000 Penalty: 4780.847656
	Iteration 11Q: 3 clusters Score -1684915 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1685155.875000 Penalty: 4780.847656
	Iteration 12Q: 3 clusters Score -1685156 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -1685382.250000 Penalty: 4780.847656
	Iteration 13Q: 3 clusters Score -1685382 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -1685597.375000 Penalty: 4780.847656
	Iteration 14Q: 3 clusters Score -1685597 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -1685785.500000 Penalty: 4780.847656
	Iteration 15Q: 3 clusters Score -1685786 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -1685950.125000 Penalty: 4780.847656
	Iteration 16Q: 3 clusters Score -1685950 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1686104.375000 Penalty: 4780.847656
	Iteration 17Q: 3 clusters Score -1686104 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1686272.375000 Penalty: 4780.847656
	Iteration 18Q: 3 clusters Score -1686272 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1686428.125000 Penalty: 4780.847656
	Iteration 19Q: 3 clusters Score -1686428 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1686570.875000 Penalty: 4780.847656
	Iteration 20F: 3 clusters Score -1686571 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1686693.375000 Penalty: 4780.847656
	Iteration 21Q: 3 clusters Score -1686693 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -1686799.125000 Penalty: 4780.847656
	Iteration 22Q: 3 clusters Score -1686799 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -1686897.250000 Penalty: 4780.847656
	Iteration 23Q: 3 clusters Score -1686897 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -1686994.375000 Penalty: 4780.847656
	Iteration 24Q: 3 clusters Score -1686994 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -1687074.875000 Penalty: 4780.847656
	Iteration 25Q: 3 clusters Score -1687075 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -1687140.250000 Penalty: 4780.847656
	Iteration 26Q: 3 clusters Score -1687140 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -1687214.875000 Penalty: 4780.847656
	Iteration 27Q: 3 clusters Score -1687215 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -1687254.250000 Penalty: 4780.847656
	Iteration 28Q: 3 clusters Score -1687254 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -1687275.500000 Penalty: 4780.847656
	Iteration 29Q: 3 clusters Score -1687276 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -1687289.875000 Penalty: 4780.847656
	Iteration 30Q: 3 clusters Score -1687290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -1687307.000000 Penalty: 4780.847656
	Iteration 31Q: 3 clusters Score -1687307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1687311.625000 Penalty: 4780.847656
	Iteration 32Q: 3 clusters Score -1687312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -1687329.125000 Penalty: 4780.847656
	Iteration 33Q: 3 clusters Score -1687329 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 14151 members 
Entering Unmasked Estep 
Score: -1687350.375000 Penalty: 4780.847656
	Iteration 34Q: 3 clusters Score -1687350 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 14167 members 
Entering Unmasked Estep 
Score: -1687360.000000 Penalty: 4780.847656
	Iteration 35Q: 3 clusters Score -1687360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -1687370.625000 Penalty: 4780.847656
	Iteration 36Q: 3 clusters Score -1687371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 14193 members 
Entering Unmasked Estep 
Score: -1687378.125000 Penalty: 4780.847656
	Iteration 37Q: 3 clusters Score -1687378 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 14209 members 
Entering Unmasked Estep 
Score: -1687386.500000 Penalty: 4780.847656
	Iteration 38Q: 3 clusters Score -1687386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1687392.875000 Penalty: 4780.847656
	Iteration 39Q: 3 clusters Score -1687393 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 14236 members 
Entering Unmasked Estep 
Score: -1687402.875000 Penalty: 4780.847656
	Iteration 40F: 3 clusters Score -1687403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -1687412.625000 Penalty: 4780.847656
	Iteration 41Q: 3 clusters Score -1687413 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -1687421.625000 Penalty: 4780.847656
	Iteration 42Q: 3 clusters Score -1687422 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1687432.000000 Penalty: 4780.847656
	Iteration 43Q: 3 clusters Score -1687432 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -1687439.625000 Penalty: 4780.847656
	Iteration 44Q: 3 clusters Score -1687440 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -1687446.500000 Penalty: 4780.847656
	Iteration 45Q: 3 clusters Score -1687446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -1687448.375000 Penalty: 4780.847656
	Iteration 46Q: 3 clusters Score -1687448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -1687454.250000 Penalty: 4780.847656
	Iteration 47Q: 3 clusters Score -1687454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1687456.750000 Penalty: 4780.847656
	Iteration 48Q: 3 clusters Score -1687457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 14336 members 
Entering Unmasked Estep 
Score: -1687460.375000 Penalty: 4780.847656
	Iteration 49Q: 3 clusters Score -1687460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1687462.500000 Penalty: 4780.847656
	Iteration 50Q: 3 clusters Score -1687462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1687466.875000 Penalty: 4780.847656
	Iteration 51Q: 3 clusters Score -1687467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -1687468.750000 Penalty: 4780.847656
	Iteration 52Q: 3 clusters Score -1687469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1687469.500000 Penalty: 4780.847656
	Iteration 53Q: 3 clusters Score -1687470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1687471.000000 Penalty: 4780.847656
	Iteration 54Q: 3 clusters Score -1687471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -1687471.000000 Penalty: 4780.847656
	Iteration 55F: 3 clusters Score -1687471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37970 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37970 members 
Entering Unmasked Estep 
Score: -4505645.000000 Penalty: 2615.048828
	Iteration 0F: 2 clusters Score -4505645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4479901.000000 Penalty: 5230.097656
	Iteration 0F: 3 clusters Score -4479901 nChanged 17214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 18741 members 
Entering Unmasked Estep 
Score: -4489332.000000 Penalty: 5230.097656
	Iteration 1F: 3 clusters Score -4489332 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -4489808.000000 Penalty: 5230.097656
	Iteration 2Q: 3 clusters Score -4489808 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 18499 members 
Entering Unmasked Estep 
Score: -4490283.500000 Penalty: 5230.097656
	Iteration 3Q: 3 clusters Score -4490284 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19637 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4490752.500000 Penalty: 5230.097656
	Iteration 4Q: 3 clusters Score -4490752 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -4491239.000000 Penalty: 5230.097656
	Iteration 5Q: 3 clusters Score -4491239 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20172 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -4491853.000000 Penalty: 5230.097656
	Iteration 6Q: 3 clusters Score -4491853 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -4492531.500000 Penalty: 5230.097656
	Iteration 7Q: 3 clusters Score -4492532 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20880 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -4493433.000000 Penalty: 5230.097656
	Iteration 8Q: 3 clusters Score -4493433 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -4494642.500000 Penalty: 5230.097656
	Iteration 9Q: 3 clusters Score -4494642 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -4496103.000000 Penalty: 5230.097656
	Iteration 10F: 3 clusters Score -4496103 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 16224 members 
Entering Unmasked Estep 
Score: -4497381.000000 Penalty: 5230.097656
	Iteration 11F: 3 clusters Score -4497381 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -4498227.500000 Penalty: 5230.097656
	Iteration 12Q: 3 clusters Score -4498228 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -4498651.000000 Penalty: 5230.097656
	Iteration 13Q: 3 clusters Score -4498651 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22160 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -4498884.500000 Penalty: 5230.097656
	Iteration 14Q: 3 clusters Score -4498884 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -4499005.000000 Penalty: 5230.097656
	Iteration 15Q: 3 clusters Score -4499005 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 15500 members 
Entering Unmasked Estep 
Score: -4499073.500000 Penalty: 5230.097656
	Iteration 16Q: 3 clusters Score -4499074 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -4499156.500000 Penalty: 5230.097656
	Iteration 17Q: 3 clusters Score -4499156 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -4499189.500000 Penalty: 5230.097656
	Iteration 18Q: 3 clusters Score -4499190 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -4499255.000000 Penalty: 5230.097656
	Iteration 19Q: 3 clusters Score -4499255 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Mstep: Class 2 contains 14955 members 
Entering Unmasked Estep 
Score: -4499306.500000 Penalty: 5230.097656
	Iteration 20F: 3 clusters Score -4499306 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -4499337.500000 Penalty: 5230.097656
	Iteration 21Q: 3 clusters Score -4499338 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -4499377.000000 Penalty: 5230.097656
	Iteration 22Q: 3 clusters Score -4499377 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 14609 members 
Entering Unmasked Estep 
Score: -4499414.500000 Penalty: 5230.097656
	Iteration 23Q: 3 clusters Score -4499414 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 14498 members 
Entering Unmasked Estep 
Score: -4499458.500000 Penalty: 5230.097656
	Iteration 24Q: 3 clusters Score -4499458 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -4499481.500000 Penalty: 5230.097656
	Iteration 25Q: 3 clusters Score -4499482 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -4499502.500000 Penalty: 5230.097656
	Iteration 26Q: 3 clusters Score -4499502 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -4499516.000000 Penalty: 5230.097656
	Iteration 27Q: 3 clusters Score -4499516 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 14146 members 
Entering Unmasked Estep 
Score: -4499553.000000 Penalty: 5230.097656
	Iteration 28Q: 3 clusters Score -4499553 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23926 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -4499595.000000 Penalty: 5230.097656
	Iteration 29Q: 3 clusters Score -4499595 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24041 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -4499639.500000 Penalty: 5230.097656
	Iteration 30Q: 3 clusters Score -4499640 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -4499675.500000 Penalty: 5230.097656
	Iteration 31Q: 3 clusters Score -4499676 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -4499711.000000 Penalty: 5230.097656
	Iteration 32Q: 3 clusters Score -4499711 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24468 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -4499748.500000 Penalty: 5230.097656
	Iteration 33Q: 3 clusters Score -4499748 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24638 members 
Mstep: Class 2 contains 13332 members 
Entering Unmasked Estep 
Score: -4499797.500000 Penalty: 5230.097656
	Iteration 34Q: 3 clusters Score -4499798 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -4499855.500000 Penalty: 5230.097656
	Iteration 35Q: 3 clusters Score -4499856 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24982 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4499901.000000 Penalty: 5230.097656
	Iteration 36Q: 3 clusters Score -4499901 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -4499935.500000 Penalty: 5230.097656
	Iteration 37Q: 3 clusters Score -4499936 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4499982.000000 Penalty: 5230.097656
	Iteration 38Q: 3 clusters Score -4499982 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4500025.500000 Penalty: 5230.097656
	Iteration 39Q: 3 clusters Score -4500026 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25843 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -4500094.500000 Penalty: 5230.097656
	Iteration 40F: 3 clusters Score -4500094 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26078 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -4500144.500000 Penalty: 5230.097656
	Iteration 41Q: 3 clusters Score -4500144 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -4500190.000000 Penalty: 5230.097656
	Iteration 42Q: 3 clusters Score -4500190 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -4500265.000000 Penalty: 5230.097656
	Iteration 43Q: 3 clusters Score -4500265 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -4500316.500000 Penalty: 5230.097656
	Iteration 44Q: 3 clusters Score -4500316 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -4500372.500000 Penalty: 5230.097656
	Iteration 45Q: 3 clusters Score -4500372 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27399 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -4500440.500000 Penalty: 5230.097656
	Iteration 46Q: 3 clusters Score -4500440 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27696 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -4500492.500000 Penalty: 5230.097656
	Iteration 47Q: 3 clusters Score -4500492 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28010 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -4500571.000000 Penalty: 5230.097656
	Iteration 48Q: 3 clusters Score -4500571 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -4500630.500000 Penalty: 5230.097656
	Iteration 49Q: 3 clusters Score -4500630 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -4500690.500000 Penalty: 5230.097656
	Iteration 50Q: 3 clusters Score -4500690 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -4500760.500000 Penalty: 5230.097656
	Iteration 51Q: 3 clusters Score -4500760 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29212 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -4500822.500000 Penalty: 5230.097656
	Iteration 52Q: 3 clusters Score -4500822 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29519 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -4500916.000000 Penalty: 5230.097656
	Iteration 53Q: 3 clusters Score -4500916 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29861 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -4501017.500000 Penalty: 5230.097656
	Iteration 54Q: 3 clusters Score -4501018 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -4501118.500000 Penalty: 5230.097656
	Iteration 55Q: 3 clusters Score -4501118 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -4501236.000000 Penalty: 5230.097656
	Iteration 56Q: 3 clusters Score -4501236 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -4501342.500000 Penalty: 5230.097656
	Iteration 57Q: 3 clusters Score -4501342 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31325 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -4501435.000000 Penalty: 5230.097656
	Iteration 58Q: 3 clusters Score -4501435 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -4501556.000000 Penalty: 5230.097656
	Iteration 59Q: 3 clusters Score -4501556 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -4501689.000000 Penalty: 5230.097656
	Iteration 60F: 3 clusters Score -4501689 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -4501801.000000 Penalty: 5230.097656
	Iteration 61Q: 3 clusters Score -4501801 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32759 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -4501896.500000 Penalty: 5230.097656
	Iteration 62Q: 3 clusters Score -4501896 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33073 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -4502014.000000 Penalty: 5230.097656
	Iteration 63Q: 3 clusters Score -4502014 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33388 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -4502108.500000 Penalty: 5230.097656
	Iteration 64Q: 3 clusters Score -4502108 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -4502221.500000 Penalty: 5230.097656
	Iteration 65Q: 3 clusters Score -4502222 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -4502340.500000 Penalty: 5230.097656
	Iteration 66Q: 3 clusters Score -4502340 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -4502435.500000 Penalty: 5230.097656
	Iteration 67Q: 3 clusters Score -4502436 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34632 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -4502527.500000 Penalty: 5230.097656
	Iteration 68Q: 3 clusters Score -4502528 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34878 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -4502621.500000 Penalty: 5230.097656
	Iteration 69Q: 3 clusters Score -4502622 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -4502709.500000 Penalty: 5230.097656
	Iteration 70Q: 3 clusters Score -4502710 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -4502778.000000 Penalty: 5230.097656
	Iteration 71Q: 3 clusters Score -4502778 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -4502843.000000 Penalty: 5230.097656
	Iteration 72Q: 3 clusters Score -4502843 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35626 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -4502897.500000 Penalty: 5230.097656
	Iteration 73Q: 3 clusters Score -4502898 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35763 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -4502942.500000 Penalty: 5230.097656
	Iteration 74Q: 3 clusters Score -4502942 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -4502997.000000 Penalty: 5230.097656
	Iteration 75Q: 3 clusters Score -4502997 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -4503046.000000 Penalty: 5230.097656
	Iteration 76Q: 3 clusters Score -4503046 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36159 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -4503099.500000 Penalty: 5230.097656
	Iteration 77Q: 3 clusters Score -4503100 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36252 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -4503146.000000 Penalty: 5230.097656
	Iteration 78Q: 3 clusters Score -4503146 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36342 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -4503197.000000 Penalty: 5230.097656
	Iteration 79Q: 3 clusters Score -4503197 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -4503235.500000 Penalty: 5230.097656
	Iteration 80F: 3 clusters Score -4503236 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36490 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -4503277.500000 Penalty: 5230.097656
	Iteration 81Q: 3 clusters Score -4503278 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36553 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4503302.500000 Penalty: 5230.097656
	Iteration 82Q: 3 clusters Score -4503302 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -4503323.000000 Penalty: 5230.097656
	Iteration 83Q: 3 clusters Score -4503323 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36658 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4503338.500000 Penalty: 5230.097656
	Iteration 84Q: 3 clusters Score -4503338 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36701 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4503358.500000 Penalty: 5230.097656
	Iteration 85Q: 3 clusters Score -4503358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36735 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -4503376.500000 Penalty: 5230.097656
	Iteration 86Q: 3 clusters Score -4503376 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36759 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -4503390.500000 Penalty: 5230.097656
	Iteration 87Q: 3 clusters Score -4503390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36780 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4503407.000000 Penalty: 5230.097656
	Iteration 88Q: 3 clusters Score -4503407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36799 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -4503418.500000 Penalty: 5230.097656
	Iteration 89Q: 3 clusters Score -4503418 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36824 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4503426.000000 Penalty: 5230.097656
	Iteration 90Q: 3 clusters Score -4503426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36846 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -4503439.000000 Penalty: 5230.097656
	Iteration 91Q: 3 clusters Score -4503439 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36870 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -4503440.500000 Penalty: 5230.097656
	Iteration 92Q: 3 clusters Score -4503440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -4503451.500000 Penalty: 5230.097656
	Iteration 93Q: 3 clusters Score -4503452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -4503464.000000 Penalty: 5230.097656
	Iteration 94Q: 3 clusters Score -4503464 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4503476.500000 Penalty: 5230.097656
	Iteration 95Q: 3 clusters Score -4503476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36936 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -4503470.000000 Penalty: 5230.097656
	Iteration 96Q: 3 clusters Score -4503470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -4503480.000000 Penalty: 5230.097656
	Iteration 97Q: 3 clusters Score -4503480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36959 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -4503487.000000 Penalty: 5230.097656
	Iteration 98Q: 3 clusters Score -4503487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -4503491.500000 Penalty: 5230.097656
	Iteration 99Q: 3 clusters Score -4503492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36968 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -4503491.500000 Penalty: 5230.097656
	Iteration 100F: 3 clusters Score -4503492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4503490.500000 Penalty: 5230.097656
	Iteration 101Q: 3 clusters Score -4503490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -4503490.000000 Penalty: 5230.097656
	Iteration 102Q: 3 clusters Score -4503490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4503490.000000 Penalty: 5230.097656
	Iteration 103Q: 3 clusters Score -4503490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -4503490.000000 Penalty: 5230.097656
	Iteration 104F: 3 clusters Score -4503490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Entering Unmasked Estep 
Score: -2964986.500000 Penalty: 2509.242432
	Iteration 0F: 2 clusters Score -2964986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2947888.000000 Penalty: 5018.484863
	Iteration 0F: 3 clusters Score -2947888 nChanged 10964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -2953695.500000 Penalty: 5018.484863
	Iteration 1F: 3 clusters Score -2953696 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2954173.500000 Penalty: 5018.484863
	Iteration 2F: 3 clusters Score -2954174 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12137 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2954670.750000 Penalty: 5018.484863
	Iteration 3Q: 3 clusters Score -2954671 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2955202.250000 Penalty: 5018.484863
	Iteration 4Q: 3 clusters Score -2955202 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -2955746.250000 Penalty: 5018.484863
	Iteration 5Q: 3 clusters Score -2955746 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2956295.500000 Penalty: 5018.484863
	Iteration 6Q: 3 clusters Score -2956296 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12939 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2956969.000000 Penalty: 5018.484863
	Iteration 7F: 3 clusters Score -2956969 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -2957793.750000 Penalty: 5018.484863
	Iteration 8F: 3 clusters Score -2957794 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -2958749.500000 Penalty: 5018.484863
	Iteration 9F: 3 clusters Score -2958750 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2959747.750000 Penalty: 5018.484863
	Iteration 10F: 3 clusters Score -2959748 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15417 members 
Mstep: Class 2 contains 9366 members 
Entering Unmasked Estep 
Score: -2960429.750000 Penalty: 5018.484863
	Iteration 11Q: 3 clusters Score -2960430 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -2960813.250000 Penalty: 5018.484863
	Iteration 12Q: 3 clusters Score -2960813 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2961026.000000 Penalty: 5018.484863
	Iteration 13Q: 3 clusters Score -2961026 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -2961158.250000 Penalty: 5018.484863
	Iteration 14Q: 3 clusters Score -2961158 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2961302.250000 Penalty: 5018.484863
	Iteration 15Q: 3 clusters Score -2961302 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -2961426.500000 Penalty: 5018.484863
	Iteration 16Q: 3 clusters Score -2961426 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2961515.000000 Penalty: 5018.484863
	Iteration 17Q: 3 clusters Score -2961515 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2961632.750000 Penalty: 5018.484863
	Iteration 18Q: 3 clusters Score -2961633 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -2961720.500000 Penalty: 5018.484863
	Iteration 19Q: 3 clusters Score -2961720 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -2961803.500000 Penalty: 5018.484863
	Iteration 20F: 3 clusters Score -2961804 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -2961884.000000 Penalty: 5018.484863
	Iteration 21Q: 3 clusters Score -2961884 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18841 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -2961955.750000 Penalty: 5018.484863
	Iteration 22Q: 3 clusters Score -2961956 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19056 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2962018.250000 Penalty: 5018.484863
	Iteration 23Q: 3 clusters Score -2962018 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19260 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -2962087.750000 Penalty: 5018.484863
	Iteration 24Q: 3 clusters Score -2962088 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2962149.000000 Penalty: 5018.484863
	Iteration 25Q: 3 clusters Score -2962149 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2962202.750000 Penalty: 5018.484863
	Iteration 26Q: 3 clusters Score -2962203 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -2962255.500000 Penalty: 5018.484863
	Iteration 27Q: 3 clusters Score -2962256 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -2962300.000000 Penalty: 5018.484863
	Iteration 28Q: 3 clusters Score -2962300 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2962353.250000 Penalty: 5018.484863
	Iteration 29Q: 3 clusters Score -2962353 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2962408.000000 Penalty: 5018.484863
	Iteration 30Q: 3 clusters Score -2962408 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -2962464.000000 Penalty: 5018.484863
	Iteration 31Q: 3 clusters Score -2962464 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2962519.750000 Penalty: 5018.484863
	Iteration 32Q: 3 clusters Score -2962520 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -2962568.750000 Penalty: 5018.484863
	Iteration 33Q: 3 clusters Score -2962569 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -2962616.250000 Penalty: 5018.484863
	Iteration 34Q: 3 clusters Score -2962616 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -2962655.000000 Penalty: 5018.484863
	Iteration 35Q: 3 clusters Score -2962655 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -2962699.250000 Penalty: 5018.484863
	Iteration 36Q: 3 clusters Score -2962699 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21409 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2962735.000000 Penalty: 5018.484863
	Iteration 37Q: 3 clusters Score -2962735 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2962777.500000 Penalty: 5018.484863
	Iteration 38Q: 3 clusters Score -2962778 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -2962812.500000 Penalty: 5018.484863
	Iteration 39Q: 3 clusters Score -2962812 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21768 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2962857.000000 Penalty: 5018.484863
	Iteration 40F: 3 clusters Score -2962857 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2962899.500000 Penalty: 5018.484863
	Iteration 41Q: 3 clusters Score -2962900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2962928.000000 Penalty: 5018.484863
	Iteration 42Q: 3 clusters Score -2962928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22073 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2962958.000000 Penalty: 5018.484863
	Iteration 43Q: 3 clusters Score -2962958 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2962989.750000 Penalty: 5018.484863
	Iteration 44Q: 3 clusters Score -2962990 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -2963015.750000 Penalty: 5018.484863
	Iteration 45Q: 3 clusters Score -2963016 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -2963033.250000 Penalty: 5018.484863
	Iteration 46Q: 3 clusters Score -2963033 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2963044.250000 Penalty: 5018.484863
	Iteration 47Q: 3 clusters Score -2963044 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2963056.750000 Penalty: 5018.484863
	Iteration 48Q: 3 clusters Score -2963057 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22458 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -2963067.250000 Penalty: 5018.484863
	Iteration 49Q: 3 clusters Score -2963067 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -2963081.500000 Penalty: 5018.484863
	Iteration 50Q: 3 clusters Score -2963082 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2963099.500000 Penalty: 5018.484863
	Iteration 51Q: 3 clusters Score -2963100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2963105.250000 Penalty: 5018.484863
	Iteration 52Q: 3 clusters Score -2963105 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22623 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2963118.500000 Penalty: 5018.484863
	Iteration 53Q: 3 clusters Score -2963118 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22655 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2963124.000000 Penalty: 5018.484863
	Iteration 54Q: 3 clusters Score -2963124 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2963138.000000 Penalty: 5018.484863
	Iteration 55Q: 3 clusters Score -2963138 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2963140.750000 Penalty: 5018.484863
	Iteration 56Q: 3 clusters Score -2963141 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2963153.000000 Penalty: 5018.484863
	Iteration 57Q: 3 clusters Score -2963153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22758 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2963153.000000 Penalty: 5018.484863
	Iteration 58Q: 3 clusters Score -2963153 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2963160.500000 Penalty: 5018.484863
	Iteration 59Q: 3 clusters Score -2963160 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22802 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2963172.000000 Penalty: 5018.484863
	Iteration 60F: 3 clusters Score -2963172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -2963178.750000 Penalty: 5018.484863
	Iteration 61Q: 3 clusters Score -2963179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2963182.000000 Penalty: 5018.484863
	Iteration 62Q: 3 clusters Score -2963182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22851 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -2963176.250000 Penalty: 5018.484863
	Iteration 63Q: 3 clusters Score -2963176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -2963181.000000 Penalty: 5018.484863
	Iteration 64Q: 3 clusters Score -2963181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22886 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2963189.500000 Penalty: 5018.484863
	Iteration 65Q: 3 clusters Score -2963190 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -2963185.000000 Penalty: 5018.484863
	Iteration 66Q: 3 clusters Score -2963185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2963188.750000 Penalty: 5018.484863
	Iteration 67Q: 3 clusters Score -2963189 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2963196.000000 Penalty: 5018.484863
	Iteration 68Q: 3 clusters Score -2963196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22933 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -2963204.250000 Penalty: 5018.484863
	Iteration 69Q: 3 clusters Score -2963204 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2963204.250000 Penalty: 5018.484863
	Iteration 70Q: 3 clusters Score -2963204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2963206.250000 Penalty: 5018.484863
	Iteration 71Q: 3 clusters Score -2963206 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2963210.250000 Penalty: 5018.484863
	Iteration 72Q: 3 clusters Score -2963210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22985 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2963214.750000 Penalty: 5018.484863
	Iteration 73Q: 3 clusters Score -2963215 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22998 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2963215.250000 Penalty: 5018.484863
	Iteration 74Q: 3 clusters Score -2963215 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2963220.250000 Penalty: 5018.484863
	Iteration 75Q: 3 clusters Score -2963220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2963226.750000 Penalty: 5018.484863
	Iteration 76Q: 3 clusters Score -2963227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2963229.500000 Penalty: 5018.484863
	Iteration 77Q: 3 clusters Score -2963230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2963227.250000 Penalty: 5018.484863
	Iteration 78Q: 3 clusters Score -2963227 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2963232.250000 Penalty: 5018.484863
	Iteration 79Q: 3 clusters Score -2963232 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2963230.500000 Penalty: 5018.484863
	Iteration 80F: 3 clusters Score -2963230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2963234.000000 Penalty: 5018.484863
	Iteration 81Q: 3 clusters Score -2963234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2963230.500000 Penalty: 5018.484863
	Iteration 82Q: 3 clusters Score -2963230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2963232.250000 Penalty: 5018.484863
	Iteration 83Q: 3 clusters Score -2963232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2963232.250000 Penalty: 5018.484863
	Iteration 84Q: 3 clusters Score -2963232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -2963232.250000 Penalty: 5018.484863
	Iteration 85F: 3 clusters Score -2963232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79020 members 
Entering Unmasked Estep 
Score: -9372970.000000 Penalty: 2796.809082
	Iteration 0F: 2 clusters Score -9372970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39748 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -9320388.000000 Penalty: 5593.618164
	Iteration 0F: 3 clusters Score -9320388 nChanged 36890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41352 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -9341843.000000 Penalty: 5593.618164
	Iteration 1F: 3 clusters Score -9341843 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42517 members 
Mstep: Class 2 contains 36503 members 
Entering Unmasked Estep 
Score: -9343252.000000 Penalty: 5593.618164
	Iteration 2Q: 3 clusters Score -9343252 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44334 members 
Mstep: Class 2 contains 34686 members 
Entering Unmasked Estep 
Score: -9345272.000000 Penalty: 5593.618164
	Iteration 3F: 3 clusters Score -9345272 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46935 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -9348187.000000 Penalty: 5593.618164
	Iteration 4F: 3 clusters Score -9348187 nChanged 5477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50498 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -9352084.000000 Penalty: 5593.618164
	Iteration 5F: 3 clusters Score -9352084 nChanged 5707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -9356781.000000 Penalty: 5593.618164
	Iteration 6F: 3 clusters Score -9356781 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58568 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -9361121.000000 Penalty: 5593.618164
	Iteration 7F: 3 clusters Score -9361121 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61450 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -9364002.000000 Penalty: 5593.618164
	Iteration 8F: 3 clusters Score -9364002 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63422 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -9365485.000000 Penalty: 5593.618164
	Iteration 9Q: 3 clusters Score -9365485 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64933 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -9366387.000000 Penalty: 5593.618164
	Iteration 10Q: 3 clusters Score -9366387 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66176 members 
Mstep: Class 2 contains 12844 members 
Entering Unmasked Estep 
Score: -9367017.000000 Penalty: 5593.618164
	Iteration 11Q: 3 clusters Score -9367017 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -9367500.000000 Penalty: 5593.618164
	Iteration 12Q: 3 clusters Score -9367500 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68252 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -9367924.000000 Penalty: 5593.618164
	Iteration 13Q: 3 clusters Score -9367924 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69092 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -9368206.000000 Penalty: 5593.618164
	Iteration 14Q: 3 clusters Score -9368206 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69841 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -9368531.000000 Penalty: 5593.618164
	Iteration 15Q: 3 clusters Score -9368531 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70495 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -9368725.000000 Penalty: 5593.618164
	Iteration 16Q: 3 clusters Score -9368725 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71108 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -9368926.000000 Penalty: 5593.618164
	Iteration 17Q: 3 clusters Score -9368926 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71710 members 
Mstep: Class 2 contains 7310 members 
Entering Unmasked Estep 
Score: -9369164.000000 Penalty: 5593.618164
	Iteration 18Q: 3 clusters Score -9369164 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72297 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -9369339.000000 Penalty: 5593.618164
	Iteration 19Q: 3 clusters Score -9369339 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72769 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -9369470.000000 Penalty: 5593.618164
	Iteration 20F: 3 clusters Score -9369470 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73195 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -9369611.000000 Penalty: 5593.618164
	Iteration 21Q: 3 clusters Score -9369611 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73595 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -9369720.000000 Penalty: 5593.618164
	Iteration 22Q: 3 clusters Score -9369720 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73964 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -9369849.000000 Penalty: 5593.618164
	Iteration 23Q: 3 clusters Score -9369849 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -9369964.000000 Penalty: 5593.618164
	Iteration 24Q: 3 clusters Score -9369964 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74597 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -9370093.000000 Penalty: 5593.618164
	Iteration 25Q: 3 clusters Score -9370093 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74849 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -9370149.000000 Penalty: 5593.618164
	Iteration 26Q: 3 clusters Score -9370149 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75116 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -9370222.000000 Penalty: 5593.618164
	Iteration 27Q: 3 clusters Score -9370222 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75353 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -9370321.000000 Penalty: 5593.618164
	Iteration 28Q: 3 clusters Score -9370321 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75576 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -9370381.000000 Penalty: 5593.618164
	Iteration 29Q: 3 clusters Score -9370381 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75766 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -9370454.000000 Penalty: 5593.618164
	Iteration 30Q: 3 clusters Score -9370454 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75939 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -9370483.000000 Penalty: 5593.618164
	Iteration 31Q: 3 clusters Score -9370483 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76101 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -9370560.000000 Penalty: 5593.618164
	Iteration 32Q: 3 clusters Score -9370560 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76241 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -9370573.000000 Penalty: 5593.618164
	Iteration 33Q: 3 clusters Score -9370573 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76349 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -9370619.000000 Penalty: 5593.618164
	Iteration 34Q: 3 clusters Score -9370619 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76434 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -9370636.000000 Penalty: 5593.618164
	Iteration 35Q: 3 clusters Score -9370636 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76508 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -9370664.000000 Penalty: 5593.618164
	Iteration 36Q: 3 clusters Score -9370664 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76581 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -9370669.000000 Penalty: 5593.618164
	Iteration 37Q: 3 clusters Score -9370669 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76631 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -9370700.000000 Penalty: 5593.618164
	Iteration 38Q: 3 clusters Score -9370700 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76681 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9370725.000000 Penalty: 5593.618164
	Iteration 39Q: 3 clusters Score -9370725 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76731 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -9370733.000000 Penalty: 5593.618164
	Iteration 40F: 3 clusters Score -9370733 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76772 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -9370775.000000 Penalty: 5593.618164
	Iteration 41Q: 3 clusters Score -9370775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76808 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -9370788.000000 Penalty: 5593.618164
	Iteration 42Q: 3 clusters Score -9370788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76848 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -9370782.000000 Penalty: 5593.618164
	Iteration 43Q: 3 clusters Score -9370782 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76885 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -9370780.000000 Penalty: 5593.618164
	Iteration 44Q: 3 clusters Score -9370780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9370786.000000 Penalty: 5593.618164
	Iteration 45Q: 3 clusters Score -9370786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -9370793.000000 Penalty: 5593.618164
	Iteration 46Q: 3 clusters Score -9370793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76972 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9370805.000000 Penalty: 5593.618164
	Iteration 47Q: 3 clusters Score -9370805 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76993 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -9370810.000000 Penalty: 5593.618164
	Iteration 48Q: 3 clusters Score -9370810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -9370821.000000 Penalty: 5593.618164
	Iteration 49Q: 3 clusters Score -9370821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77031 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9370818.000000 Penalty: 5593.618164
	Iteration 50Q: 3 clusters Score -9370818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77046 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -9370841.000000 Penalty: 5593.618164
	Iteration 51Q: 3 clusters Score -9370841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77055 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -9370848.000000 Penalty: 5593.618164
	Iteration 52Q: 3 clusters Score -9370848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77062 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9370853.000000 Penalty: 5593.618164
	Iteration 53Q: 3 clusters Score -9370853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9370846.000000 Penalty: 5593.618164
	Iteration 54Q: 3 clusters Score -9370846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77083 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -9370848.000000 Penalty: 5593.618164
	Iteration 55Q: 3 clusters Score -9370848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77087 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -9370858.000000 Penalty: 5593.618164
	Iteration 56Q: 3 clusters Score -9370858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -9370857.000000 Penalty: 5593.618164
	Iteration 57Q: 3 clusters Score -9370857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77095 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -9370856.000000 Penalty: 5593.618164
	Iteration 58Q: 3 clusters Score -9370856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77097 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -9370849.000000 Penalty: 5593.618164
	Iteration 59Q: 3 clusters Score -9370849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77102 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -9370855.000000 Penalty: 5593.618164
	Iteration 60F: 3 clusters Score -9370855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77111 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9370861.000000 Penalty: 5593.618164
	Iteration 61Q: 3 clusters Score -9370861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77114 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9370866.000000 Penalty: 5593.618164
	Iteration 62Q: 3 clusters Score -9370866 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77115 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -9370861.000000 Penalty: 5593.618164
	Iteration 63Q: 3 clusters Score -9370861 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77117 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9370858.000000 Penalty: 5593.618164
	Iteration 64Q: 3 clusters Score -9370858 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77119 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -9370863.000000 Penalty: 5593.618164
	Iteration 65Q: 3 clusters Score -9370863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77121 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -9370863.000000 Penalty: 5593.618164
	Iteration 66Q: 3 clusters Score -9370863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77123 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9370863.000000 Penalty: 5593.618164
	Iteration 67Q: 3 clusters Score -9370863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -9370862.000000 Penalty: 5593.618164
	Iteration 68Q: 3 clusters Score -9370862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9370859.000000 Penalty: 5593.618164
	Iteration 69Q: 3 clusters Score -9370859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77128 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -9370859.000000 Penalty: 5593.618164
	Iteration 70F: 3 clusters Score -9370859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Entering Unmasked Estep 
Score: -1330651.500000 Penalty: 2328.552246
	Iteration 0F: 2 clusters Score -1330652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1321730.250000 Penalty: 4657.104492
	Iteration 0F: 3 clusters Score -1321730 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1324437.625000 Penalty: 4657.104492
	Iteration 1F: 3 clusters Score -1324438 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1324786.000000 Penalty: 4657.104492
	Iteration 2F: 3 clusters Score -1324786 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1325026.500000 Penalty: 4657.104492
	Iteration 3Q: 3 clusters Score -1325026 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1325228.500000 Penalty: 4657.104492
	Iteration 4Q: 3 clusters Score -1325228 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1325401.375000 Penalty: 4657.104492
	Iteration 5Q: 3 clusters Score -1325401 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -1325562.500000 Penalty: 4657.104492
	Iteration 6Q: 3 clusters Score -1325562 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1325729.250000 Penalty: 4657.104492
	Iteration 7Q: 3 clusters Score -1325729 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -1325884.000000 Penalty: 4657.104492
	Iteration 8Q: 3 clusters Score -1325884 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1326029.375000 Penalty: 4657.104492
	Iteration 9Q: 3 clusters Score -1326029 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1326164.250000 Penalty: 4657.104492
	Iteration 10Q: 3 clusters Score -1326164 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1326311.625000 Penalty: 4657.104492
	Iteration 11Q: 3 clusters Score -1326312 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1326487.375000 Penalty: 4657.104492
	Iteration 12Q: 3 clusters Score -1326487 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1326698.500000 Penalty: 4657.104492
	Iteration 13Q: 3 clusters Score -1326698 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -1326945.375000 Penalty: 4657.104492
	Iteration 14Q: 3 clusters Score -1326945 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -1327222.750000 Penalty: 4657.104492
	Iteration 15Q: 3 clusters Score -1327223 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1327472.375000 Penalty: 4657.104492
	Iteration 16Q: 3 clusters Score -1327472 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1327702.125000 Penalty: 4657.104492
	Iteration 17Q: 3 clusters Score -1327702 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1327892.875000 Penalty: 4657.104492
	Iteration 18Q: 3 clusters Score -1327893 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1328055.875000 Penalty: 4657.104492
	Iteration 19Q: 3 clusters Score -1328056 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1328198.000000 Penalty: 4657.104492
	Iteration 20F: 3 clusters Score -1328198 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1328295.875000 Penalty: 4657.104492
	Iteration 21Q: 3 clusters Score -1328296 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1328351.625000 Penalty: 4657.104492
	Iteration 22Q: 3 clusters Score -1328352 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1328392.500000 Penalty: 4657.104492
	Iteration 23Q: 3 clusters Score -1328392 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1328415.500000 Penalty: 4657.104492
	Iteration 24Q: 3 clusters Score -1328416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11374 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1328438.000000 Penalty: 4657.104492
	Iteration 25Q: 3 clusters Score -1328438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -1328457.000000 Penalty: 4657.104492
	Iteration 26Q: 3 clusters Score -1328457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -1328473.750000 Penalty: 4657.104492
	Iteration 27Q: 3 clusters Score -1328474 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -1328488.250000 Penalty: 4657.104492
	Iteration 28Q: 3 clusters Score -1328488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -1328504.250000 Penalty: 4657.104492
	Iteration 29Q: 3 clusters Score -1328504 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1328517.375000 Penalty: 4657.104492
	Iteration 30Q: 3 clusters Score -1328517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -1328525.500000 Penalty: 4657.104492
	Iteration 31Q: 3 clusters Score -1328526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1328535.375000 Penalty: 4657.104492
	Iteration 32Q: 3 clusters Score -1328535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -1328544.500000 Penalty: 4657.104492
	Iteration 33Q: 3 clusters Score -1328544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11520 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -1328554.500000 Penalty: 4657.104492
	Iteration 34Q: 3 clusters Score -1328554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1328555.375000 Penalty: 4657.104492
	Iteration 35Q: 3 clusters Score -1328555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -1328559.125000 Penalty: 4657.104492
	Iteration 36Q: 3 clusters Score -1328559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1328560.375000 Penalty: 4657.104492
	Iteration 37Q: 3 clusters Score -1328560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1328564.875000 Penalty: 4657.104492
	Iteration 38Q: 3 clusters Score -1328565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1328564.000000 Penalty: 4657.104492
	Iteration 39Q: 3 clusters Score -1328564 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1328566.250000 Penalty: 4657.104492
	Iteration 40F: 3 clusters Score -1328566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1328565.250000 Penalty: 4657.104492
	Iteration 41Q: 3 clusters Score -1328565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1328567.125000 Penalty: 4657.104492
	Iteration 42Q: 3 clusters Score -1328567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1328565.750000 Penalty: 4657.104492
	Iteration 43Q: 3 clusters Score -1328566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1328569.500000 Penalty: 4657.104492
	Iteration 44Q: 3 clusters Score -1328570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -1328569.500000 Penalty: 4657.104492
	Iteration 45F: 3 clusters Score -1328570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (317656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317656 members 
Entering Unmasked Estep 
Score: -37314012.000000 Penalty: 3141.843506
	Iteration 0F: 2 clusters Score -3.731401e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158880 members 
Mstep: Class 2 contains 158776 members 
Entering Unmasked Estep 
Score: -37126376.000000 Penalty: 6283.687012
	Iteration 0F: 3 clusters Score -3.712638e+07 nChanged 154112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160340 members 
Mstep: Class 2 contains 157316 members 
Entering Unmasked Estep 
Score: -37216472.000000 Penalty: 6283.687012
	Iteration 1F: 3 clusters Score -3.721647e+07 nChanged 7101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161233 members 
Mstep: Class 2 contains 156423 members 
Entering Unmasked Estep 
Score: -37217440.000000 Penalty: 6283.687012
	Iteration 2Q: 3 clusters Score -3.721744e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162641 members 
Mstep: Class 2 contains 155015 members 
Entering Unmasked Estep 
Score: -37218832.000000 Penalty: 6283.687012
	Iteration 3Q: 3 clusters Score -3.721883e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164642 members 
Mstep: Class 2 contains 153014 members 
Entering Unmasked Estep 
Score: -37220300.000000 Penalty: 6283.687012
	Iteration 4Q: 3 clusters Score -3.72203e+07 nChanged 9302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167470 members 
Mstep: Class 2 contains 150186 members 
Entering Unmasked Estep 
Score: -37222792.000000 Penalty: 6283.687012
	Iteration 5Q: 3 clusters Score -3.722279e+07 nChanged 10965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171561 members 
Mstep: Class 2 contains 146095 members 
Entering Unmasked Estep 
Score: -37226072.000000 Penalty: 6283.687012
	Iteration 6Q: 3 clusters Score -3.722607e+07 nChanged 13404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177085 members 
Mstep: Class 2 contains 140571 members 
Entering Unmasked Estep 
Score: -37231732.000000 Penalty: 6283.687012
	Iteration 7Q: 3 clusters Score -3.723173e+07 nChanged 16586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183973 members 
Mstep: Class 2 contains 133683 members 
Entering Unmasked Estep 
Score: -37241228.000000 Penalty: 6283.687012
	Iteration 8F: 3 clusters Score -3.724123e+07 nChanged 20055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190762 members 
Mstep: Class 2 contains 126894 members 
Entering Unmasked Estep 
Score: -37256700.000000 Penalty: 6283.687012
	Iteration 9F: 3 clusters Score -3.72567e+07 nChanged 21782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195100 members 
Mstep: Class 2 contains 122556 members 
Entering Unmasked Estep 
Score: -37272636.000000 Penalty: 6283.687012
	Iteration 10F: 3 clusters Score -3.727264e+07 nChanged 17991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196571 members 
Mstep: Class 2 contains 121085 members 
Entering Unmasked Estep 
Score: -37280740.000000 Penalty: 6283.687012
	Iteration 11F: 3 clusters Score -3.728074e+07 nChanged 10321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197150 members 
Mstep: Class 2 contains 120506 members 
Entering Unmasked Estep 
Score: -37283056.000000 Penalty: 6283.687012
	Iteration 12Q: 3 clusters Score -3.728306e+07 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197535 members 
Mstep: Class 2 contains 120121 members 
Entering Unmasked Estep 
Score: -37284120.000000 Penalty: 6283.687012
	Iteration 13Q: 3 clusters Score -3.728412e+07 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198081 members 
Mstep: Class 2 contains 119575 members 
Entering Unmasked Estep 
Score: -37284808.000000 Penalty: 6283.687012
	Iteration 14Q: 3 clusters Score -3.728481e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198781 members 
Mstep: Class 2 contains 118875 members 
Entering Unmasked Estep 
Score: -37285524.000000 Penalty: 6283.687012
	Iteration 15Q: 3 clusters Score -3.728552e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199585 members 
Mstep: Class 2 contains 118071 members 
Entering Unmasked Estep 
Score: -37286388.000000 Penalty: 6283.687012
	Iteration 16Q: 3 clusters Score -3.728639e+07 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200541 members 
Mstep: Class 2 contains 117115 members 
Entering Unmasked Estep 
Score: -37287444.000000 Penalty: 6283.687012
	Iteration 17Q: 3 clusters Score -3.728744e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201695 members 
Mstep: Class 2 contains 115961 members 
Entering Unmasked Estep 
Score: -37288632.000000 Penalty: 6283.687012
	Iteration 18Q: 3 clusters Score -3.728863e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203086 members 
Mstep: Class 2 contains 114570 members 
Entering Unmasked Estep 
Score: -37289968.000000 Penalty: 6283.687012
	Iteration 19Q: 3 clusters Score -3.728997e+07 nChanged 4046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204692 members 
Mstep: Class 2 contains 112964 members 
Entering Unmasked Estep 
Score: -37291300.000000 Penalty: 6283.687012
	Iteration 20F: 3 clusters Score -3.72913e+07 nChanged 4275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206381 members 
Mstep: Class 2 contains 111275 members 
Entering Unmasked Estep 
Score: -37292924.000000 Penalty: 6283.687012
	Iteration 21Q: 3 clusters Score -3.729292e+07 nChanged 4485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208270 members 
Mstep: Class 2 contains 109386 members 
Entering Unmasked Estep 
Score: -37294528.000000 Penalty: 6283.687012
	Iteration 22Q: 3 clusters Score -3.729453e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210353 members 
Mstep: Class 2 contains 107303 members 
Entering Unmasked Estep 
Score: -37296312.000000 Penalty: 6283.687012
	Iteration 23Q: 3 clusters Score -3.729631e+07 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212670 members 
Mstep: Class 2 contains 104986 members 
Entering Unmasked Estep 
Score: -37298176.000000 Penalty: 6283.687012
	Iteration 24Q: 3 clusters Score -3.729818e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215030 members 
Mstep: Class 2 contains 102626 members 
Entering Unmasked Estep 
Score: -37300252.000000 Penalty: 6283.687012
	Iteration 25Q: 3 clusters Score -3.730025e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217573 members 
Mstep: Class 2 contains 100083 members 
Entering Unmasked Estep 
Score: -37302456.000000 Penalty: 6283.687012
	Iteration 26Q: 3 clusters Score -3.730246e+07 nChanged 4511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220232 members 
Mstep: Class 2 contains 97424 members 
Entering Unmasked Estep 
Score: -37304412.000000 Penalty: 6283.687012
	Iteration 27Q: 3 clusters Score -3.730441e+07 nChanged 4402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222992 members 
Mstep: Class 2 contains 94664 members 
Entering Unmasked Estep 
Score: -37306416.000000 Penalty: 6283.687012
	Iteration 28Q: 3 clusters Score -3.730642e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225804 members 
Mstep: Class 2 contains 91852 members 
Entering Unmasked Estep 
Score: -37308240.000000 Penalty: 6283.687012
	Iteration 29Q: 3 clusters Score -3.730824e+07 nChanged 4032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228754 members 
Mstep: Class 2 contains 88902 members 
Entering Unmasked Estep 
Score: -37309776.000000 Penalty: 6283.687012
	Iteration 30Q: 3 clusters Score -3.730978e+07 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231756 members 
Mstep: Class 2 contains 85900 members 
Entering Unmasked Estep 
Score: -37311248.000000 Penalty: 6283.687012
	Iteration 31Q: 3 clusters Score -3.731125e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234869 members 
Mstep: Class 2 contains 82787 members 
Entering Unmasked Estep 
Score: -37312692.000000 Penalty: 6283.687012
	Iteration 32Q: 3 clusters Score -3.731269e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237980 members 
Mstep: Class 2 contains 79676 members 
Entering Unmasked Estep 
Score: -37314080.000000 Penalty: 6283.687012
	Iteration 33Q: 3 clusters Score -3.731408e+07 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241137 members 
Mstep: Class 2 contains 76519 members 
Entering Unmasked Estep 
Score: -37315356.000000 Penalty: 6283.687012
	Iteration 34Q: 3 clusters Score -3.731536e+07 nChanged 3365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244354 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -37316640.000000 Penalty: 6283.687012
	Iteration 35Q: 3 clusters Score -3.731664e+07 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247472 members 
Mstep: Class 2 contains 70184 members 
Entering Unmasked Estep 
Score: -37317536.000000 Penalty: 6283.687012
	Iteration 36Q: 3 clusters Score -3.731754e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250387 members 
Mstep: Class 2 contains 67269 members 
Entering Unmasked Estep 
Score: -37318304.000000 Penalty: 6283.687012
	Iteration 37Q: 3 clusters Score -3.73183e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253218 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -37319068.000000 Penalty: 6283.687012
	Iteration 38Q: 3 clusters Score -3.731907e+07 nChanged 2801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256009 members 
Mstep: Class 2 contains 61647 members 
Entering Unmasked Estep 
Score: -37319980.000000 Penalty: 6283.687012
	Iteration 39Q: 3 clusters Score -3.731998e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258767 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -37320784.000000 Penalty: 6283.687012
	Iteration 40F: 3 clusters Score -3.732078e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261476 members 
Mstep: Class 2 contains 56180 members 
Entering Unmasked Estep 
Score: -37321584.000000 Penalty: 6283.687012
	Iteration 41Q: 3 clusters Score -3.732158e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264112 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -37322172.000000 Penalty: 6283.687012
	Iteration 42Q: 3 clusters Score -3.732217e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266684 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -37322712.000000 Penalty: 6283.687012
	Iteration 43Q: 3 clusters Score -3.732271e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269126 members 
Mstep: Class 2 contains 48530 members 
Entering Unmasked Estep 
Score: -37323224.000000 Penalty: 6283.687012
	Iteration 44Q: 3 clusters Score -3.732322e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271513 members 
Mstep: Class 2 contains 46143 members 
Entering Unmasked Estep 
Score: -37323864.000000 Penalty: 6283.687012
	Iteration 45Q: 3 clusters Score -3.732386e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273759 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -37324480.000000 Penalty: 6283.687012
	Iteration 46Q: 3 clusters Score -3.732448e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275932 members 
Mstep: Class 2 contains 41724 members 
Entering Unmasked Estep 
Score: -37325144.000000 Penalty: 6283.687012
	Iteration 47Q: 3 clusters Score -3.732514e+07 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277991 members 
Mstep: Class 2 contains 39665 members 
Entering Unmasked Estep 
Score: -37325500.000000 Penalty: 6283.687012
	Iteration 48Q: 3 clusters Score -3.73255e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279936 members 
Mstep: Class 2 contains 37720 members 
Entering Unmasked Estep 
Score: -37325816.000000 Penalty: 6283.687012
	Iteration 49Q: 3 clusters Score -3.732582e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281893 members 
Mstep: Class 2 contains 35763 members 
Entering Unmasked Estep 
Score: -37326344.000000 Penalty: 6283.687012
	Iteration 50Q: 3 clusters Score -3.732634e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283713 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -37326756.000000 Penalty: 6283.687012
	Iteration 51Q: 3 clusters Score -3.732676e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285442 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -37327260.000000 Penalty: 6283.687012
	Iteration 52Q: 3 clusters Score -3.732726e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287147 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -37327508.000000 Penalty: 6283.687012
	Iteration 53Q: 3 clusters Score -3.732751e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288799 members 
Mstep: Class 2 contains 28857 members 
Entering Unmasked Estep 
Score: -37327852.000000 Penalty: 6283.687012
	Iteration 54Q: 3 clusters Score -3.732785e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290336 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -37328272.000000 Penalty: 6283.687012
	Iteration 55Q: 3 clusters Score -3.732827e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291835 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -37328592.000000 Penalty: 6283.687012
	Iteration 56Q: 3 clusters Score -3.732859e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293294 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -37328748.000000 Penalty: 6283.687012
	Iteration 57Q: 3 clusters Score -3.732875e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294720 members 
Mstep: Class 2 contains 22936 members 
Entering Unmasked Estep 
Score: -37328724.000000 Penalty: 6283.687012
	Iteration 58Q: 3 clusters Score -3.732872e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296131 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -37328796.000000 Penalty: 6283.687012
	Iteration 59Q: 3 clusters Score -3.73288e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297527 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -37328812.000000 Penalty: 6283.687012
	Iteration 60F: 3 clusters Score -3.732881e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298879 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -37328004.000000 Penalty: 6283.687012
	Iteration 61Q: 3 clusters Score -3.7328e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300242 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -37327192.000000 Penalty: 6283.687012
	Iteration 62Q: 3 clusters Score -3.732719e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301581 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -37326592.000000 Penalty: 6283.687012
	Iteration 63Q: 3 clusters Score -3.732659e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302843 members 
Mstep: Class 2 contains 14813 members 
Entering Unmasked Estep 
Score: -37325784.000000 Penalty: 6283.687012
	Iteration 64Q: 3 clusters Score -3.732578e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304021 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -37324936.000000 Penalty: 6283.687012
	Iteration 65Q: 3 clusters Score -3.732494e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305114 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -37324188.000000 Penalty: 6283.687012
	Iteration 66Q: 3 clusters Score -3.732419e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306175 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -37323540.000000 Penalty: 6283.687012
	Iteration 67Q: 3 clusters Score -3.732354e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307219 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -37322588.000000 Penalty: 6283.687012
	Iteration 68Q: 3 clusters Score -3.732259e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308238 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -37321548.000000 Penalty: 6283.687012
	Iteration 69Q: 3 clusters Score -3.732155e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309237 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -37320612.000000 Penalty: 6283.687012
	Iteration 70Q: 3 clusters Score -3.732061e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310203 members 
Mstep: Class 2 contains 7453 members 
Entering Unmasked Estep 
Score: -37319668.000000 Penalty: 6283.687012
	Iteration 71Q: 3 clusters Score -3.731967e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311087 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -37318896.000000 Penalty: 6283.687012
	Iteration 72Q: 3 clusters Score -3.73189e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311921 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -37318024.000000 Penalty: 6283.687012
	Iteration 73Q: 3 clusters Score -3.731802e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312688 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -37317416.000000 Penalty: 6283.687012
	Iteration 74Q: 3 clusters Score -3.731742e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313382 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -37316628.000000 Penalty: 6283.687012
	Iteration 75Q: 3 clusters Score -3.731663e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313978 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -37315824.000000 Penalty: 6283.687012
	Iteration 76Q: 3 clusters Score -3.731582e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314522 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -37315132.000000 Penalty: 6283.687012
	Iteration 77Q: 3 clusters Score -3.731513e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314943 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -37314644.000000 Penalty: 6283.687012
	Iteration 78Q: 3 clusters Score -3.731464e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315307 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -37314312.000000 Penalty: 6283.687012
	Iteration 79Q: 3 clusters Score -3.731431e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315626 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -37313804.000000 Penalty: 6283.687012
	Iteration 80F: 3 clusters Score -3.73138e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315868 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -37313556.000000 Penalty: 6283.687012
	Iteration 81Q: 3 clusters Score -3.731356e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316060 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -37313340.000000 Penalty: 6283.687012
	Iteration 82Q: 3 clusters Score -3.731334e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316219 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -37313204.000000 Penalty: 6283.687012
	Iteration 83Q: 3 clusters Score -3.73132e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316338 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -37313060.000000 Penalty: 6283.687012
	Iteration 84Q: 3 clusters Score -3.731306e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316433 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -37312996.000000 Penalty: 6283.687012
	Iteration 85Q: 3 clusters Score -3.7313e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316511 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -37312848.000000 Penalty: 6283.687012
	Iteration 86Q: 3 clusters Score -3.731285e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316585 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -37312792.000000 Penalty: 6283.687012
	Iteration 87Q: 3 clusters Score -3.731279e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316641 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -37312740.000000 Penalty: 6283.687012
	Iteration 88Q: 3 clusters Score -3.731274e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316682 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -37312712.000000 Penalty: 6283.687012
	Iteration 89Q: 3 clusters Score -3.731271e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316722 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -37312704.000000 Penalty: 6283.687012
	Iteration 90Q: 3 clusters Score -3.73127e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316755 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -37312656.000000 Penalty: 6283.687012
	Iteration 91Q: 3 clusters Score -3.731266e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316783 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -37312608.000000 Penalty: 6283.687012
	Iteration 92Q: 3 clusters Score -3.731261e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316813 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -37312556.000000 Penalty: 6283.687012
	Iteration 93Q: 3 clusters Score -3.731256e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316839 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -37312536.000000 Penalty: 6283.687012
	Iteration 94Q: 3 clusters Score -3.731254e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316865 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -37312512.000000 Penalty: 6283.687012
	Iteration 95Q: 3 clusters Score -3.731251e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316901 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -37312460.000000 Penalty: 6283.687012
	Iteration 96Q: 3 clusters Score -3.731246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316924 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -37312428.000000 Penalty: 6283.687012
	Iteration 97Q: 3 clusters Score -3.731243e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316943 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -37312408.000000 Penalty: 6283.687012
	Iteration 98Q: 3 clusters Score -3.731241e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316961 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -37312384.000000 Penalty: 6283.687012
	Iteration 99Q: 3 clusters Score -3.731238e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316977 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -37312368.000000 Penalty: 6283.687012
	Iteration 100F: 3 clusters Score -3.731237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316998 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -37312332.000000 Penalty: 6283.687012
	Iteration 101Q: 3 clusters Score -3.731233e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317009 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -37312320.000000 Penalty: 6283.687012
	Iteration 102Q: 3 clusters Score -3.731232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317015 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -37312320.000000 Penalty: 6283.687012
	Iteration 103Q: 3 clusters Score -3.731232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317019 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -37312320.000000 Penalty: 6283.687012
	Iteration 104Q: 3 clusters Score -3.731232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317019 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -37312324.000000 Penalty: 6283.687012
	Iteration 105Q: 3 clusters Score -3.731232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317020 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -37312312.000000 Penalty: 6283.687012
	Iteration 106Q: 3 clusters Score -3.731231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317021 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -37312296.000000 Penalty: 6283.687012
	Iteration 107Q: 3 clusters Score -3.73123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317023 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -37312332.000000 Penalty: 6283.687012
	Iteration 108Q: 3 clusters Score -3.731233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317023 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -37312332.000000 Penalty: 6283.687012
	Iteration 109F: 3 clusters Score -3.731233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Entering Unmasked Estep 
Score: -998310.250000 Penalty: 2281.747070
	Iteration 0F: 2 clusters Score -998310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -990694.812500 Penalty: 4563.494141
	Iteration 0F: 3 clusters Score -990694.8 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -993190.812500 Penalty: 4563.494141
	Iteration 1F: 3 clusters Score -993190.8 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -993819.812500 Penalty: 4563.494141
	Iteration 2F: 3 clusters Score -993819.8 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -994576.562500 Penalty: 4563.494141
	Iteration 3F: 3 clusters Score -994576.6 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -995413.500000 Penalty: 4563.494141
	Iteration 4F: 3 clusters Score -995413.5 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -996040.875000 Penalty: 4563.494141
	Iteration 5F: 3 clusters Score -996040.9 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -996410.375000 Penalty: 4563.494141
	Iteration 6F: 3 clusters Score -996410.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -996613.062500 Penalty: 4563.494141
	Iteration 7Q: 3 clusters Score -996613.1 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -996727.562500 Penalty: 4563.494141
	Iteration 8Q: 3 clusters Score -996727.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -996790.750000 Penalty: 4563.494141
	Iteration 9Q: 3 clusters Score -996790.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -996821.937500 Penalty: 4563.494141
	Iteration 10Q: 3 clusters Score -996821.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -996843.750000 Penalty: 4563.494141
	Iteration 11Q: 3 clusters Score -996843.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -996861.187500 Penalty: 4563.494141
	Iteration 12Q: 3 clusters Score -996861.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -996868.250000 Penalty: 4563.494141
	Iteration 13Q: 3 clusters Score -996868.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -996880.875000 Penalty: 4563.494141
	Iteration 14Q: 3 clusters Score -996880.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -996885.500000 Penalty: 4563.494141
	Iteration 15Q: 3 clusters Score -996885.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -996894.687500 Penalty: 4563.494141
	Iteration 16Q: 3 clusters Score -996894.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -996899.562500 Penalty: 4563.494141
	Iteration 17Q: 3 clusters Score -996899.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -996905.125000 Penalty: 4563.494141
	Iteration 18Q: 3 clusters Score -996905.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -996906.187500 Penalty: 4563.494141
	Iteration 19Q: 3 clusters Score -996906.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -996913.437500 Penalty: 4563.494141
	Iteration 20F: 3 clusters Score -996913.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -996918.125000 Penalty: 4563.494141
	Iteration 21Q: 3 clusters Score -996918.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -996923.187500 Penalty: 4563.494141
	Iteration 22Q: 3 clusters Score -996923.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -996927.937500 Penalty: 4563.494141
	Iteration 23Q: 3 clusters Score -996927.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -996933.562500 Penalty: 4563.494141
	Iteration 24Q: 3 clusters Score -996933.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -996936.812500 Penalty: 4563.494141
	Iteration 25Q: 3 clusters Score -996936.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -996940.000000 Penalty: 4563.494141
	Iteration 26Q: 3 clusters Score -996940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -996942.062500 Penalty: 4563.494141
	Iteration 27Q: 3 clusters Score -996942.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -996943.625000 Penalty: 4563.494141
	Iteration 28Q: 3 clusters Score -996943.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -996948.937500 Penalty: 4563.494141
	Iteration 29Q: 3 clusters Score -996948.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -996950.437500 Penalty: 4563.494141
	Iteration 30Q: 3 clusters Score -996950.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -996951.437500 Penalty: 4563.494141
	Iteration 31Q: 3 clusters Score -996951.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -996959.375000 Penalty: 4563.494141
	Iteration 32Q: 3 clusters Score -996959.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -996960.687500 Penalty: 4563.494141
	Iteration 33Q: 3 clusters Score -996960.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -996965.250000 Penalty: 4563.494141
	Iteration 34Q: 3 clusters Score -996965.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -996968.000000 Penalty: 4563.494141
	Iteration 35Q: 3 clusters Score -996968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -996974.000000 Penalty: 4563.494141
	Iteration 36Q: 3 clusters Score -996974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -996977.250000 Penalty: 4563.494141
	Iteration 37Q: 3 clusters Score -996977.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -996981.000000 Penalty: 4563.494141
	Iteration 38Q: 3 clusters Score -996981 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -996983.937500 Penalty: 4563.494141
	Iteration 39Q: 3 clusters Score -996983.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -996989.062500 Penalty: 4563.494141
	Iteration 40F: 3 clusters Score -996989.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -996993.062500 Penalty: 4563.494141
	Iteration 41Q: 3 clusters Score -996993.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -996992.437500 Penalty: 4563.494141
	Iteration 42Q: 3 clusters Score -996992.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -996999.000000 Penalty: 4563.494141
	Iteration 43Q: 3 clusters Score -996999 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -996996.812500 Penalty: 4563.494141
	Iteration 44Q: 3 clusters Score -996996.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -996996.937500 Penalty: 4563.494141
	Iteration 45Q: 3 clusters Score -996996.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -996999.625000 Penalty: 4563.494141
	Iteration 46Q: 3 clusters Score -996999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -996999.500000 Penalty: 4563.494141
	Iteration 47Q: 3 clusters Score -996999.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -997003.125000 Penalty: 4563.494141
	Iteration 48Q: 3 clusters Score -997003.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -997001.125000 Penalty: 4563.494141
	Iteration 49Q: 3 clusters Score -997001.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -997000.625000 Penalty: 4563.494141
	Iteration 50Q: 3 clusters Score -997000.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -997001.937500 Penalty: 4563.494141
	Iteration 51Q: 3 clusters Score -997001.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -997004.437500 Penalty: 4563.494141
	Iteration 52Q: 3 clusters Score -997004.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -997004.312500 Penalty: 4563.494141
	Iteration 53Q: 3 clusters Score -997004.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -997002.250000 Penalty: 4563.494141
	Iteration 54Q: 3 clusters Score -997002.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -997003.375000 Penalty: 4563.494141
	Iteration 55Q: 3 clusters Score -997003.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -997003.625000 Penalty: 4563.494141
	Iteration 56Q: 3 clusters Score -997003.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -997006.812500 Penalty: 4563.494141
	Iteration 57Q: 3 clusters Score -997006.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -997007.312500 Penalty: 4563.494141
	Iteration 58Q: 3 clusters Score -997007.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -997009.375000 Penalty: 4563.494141
	Iteration 59Q: 3 clusters Score -997009.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -997013.562500 Penalty: 4563.494141
	Iteration 60F: 3 clusters Score -997013.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -997012.625000 Penalty: 4563.494141
	Iteration 61Q: 3 clusters Score -997012.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -997014.625000 Penalty: 4563.494141
	Iteration 62Q: 3 clusters Score -997014.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -997016.750000 Penalty: 4563.494141
	Iteration 63Q: 3 clusters Score -997016.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -997016.250000 Penalty: 4563.494141
	Iteration 64Q: 3 clusters Score -997016.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 6690 members 
Entering Unmasked Estep 
Score: -997016.250000 Penalty: 4563.494141
	Iteration 65F: 3 clusters Score -997016.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21538 members 
Entering Unmasked Estep 
Score: -2409443.000000 Penalty: 2474.438477
	Iteration 0F: 2 clusters Score -2409443 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2394433.000000 Penalty: 4948.876953
	Iteration 0F: 3 clusters Score -2394433 nChanged 9579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2399666.000000 Penalty: 4948.876953
	Iteration 1F: 3 clusters Score -2399666 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -2400369.000000 Penalty: 4948.876953
	Iteration 2F: 3 clusters Score -2400369 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -2401114.750000 Penalty: 4948.876953
	Iteration 3F: 3 clusters Score -2401115 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -2401981.500000 Penalty: 4948.876953
	Iteration 4F: 3 clusters Score -2401982 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2402853.500000 Penalty: 4948.876953
	Iteration 5F: 3 clusters Score -2402854 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -2403655.000000 Penalty: 4948.876953
	Iteration 6F: 3 clusters Score -2403655 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -2404326.000000 Penalty: 4948.876953
	Iteration 7F: 3 clusters Score -2404326 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -2404862.250000 Penalty: 4948.876953
	Iteration 8Q: 3 clusters Score -2404862 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -2405340.000000 Penalty: 4948.876953
	Iteration 9Q: 3 clusters Score -2405340 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -2405800.750000 Penalty: 4948.876953
	Iteration 10Q: 3 clusters Score -2405801 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2406166.500000 Penalty: 4948.876953
	Iteration 11Q: 3 clusters Score -2406166 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -2406459.750000 Penalty: 4948.876953
	Iteration 12Q: 3 clusters Score -2406460 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2406711.250000 Penalty: 4948.876953
	Iteration 13Q: 3 clusters Score -2406711 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -2406885.250000 Penalty: 4948.876953
	Iteration 14Q: 3 clusters Score -2406885 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2407012.000000 Penalty: 4948.876953
	Iteration 15Q: 3 clusters Score -2407012 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2407106.000000 Penalty: 4948.876953
	Iteration 16Q: 3 clusters Score -2407106 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19792 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -2407170.750000 Penalty: 4948.876953
	Iteration 17Q: 3 clusters Score -2407171 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -2407234.250000 Penalty: 4948.876953
	Iteration 18Q: 3 clusters Score -2407234 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2407276.750000 Penalty: 4948.876953
	Iteration 19Q: 3 clusters Score -2407277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2407303.250000 Penalty: 4948.876953
	Iteration 20F: 3 clusters Score -2407303 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2407333.000000 Penalty: 4948.876953
	Iteration 21Q: 3 clusters Score -2407333 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2407350.000000 Penalty: 4948.876953
	Iteration 22Q: 3 clusters Score -2407350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20120 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2407367.750000 Penalty: 4948.876953
	Iteration 23Q: 3 clusters Score -2407368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -2407380.500000 Penalty: 4948.876953
	Iteration 24Q: 3 clusters Score -2407380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20176 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2407397.750000 Penalty: 4948.876953
	Iteration 25Q: 3 clusters Score -2407398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -2407411.750000 Penalty: 4948.876953
	Iteration 26Q: 3 clusters Score -2407412 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20221 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -2407420.500000 Penalty: 4948.876953
	Iteration 27Q: 3 clusters Score -2407420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20237 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2407420.000000 Penalty: 4948.876953
	Iteration 28Q: 3 clusters Score -2407420 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -2407427.000000 Penalty: 4948.876953
	Iteration 29Q: 3 clusters Score -2407427 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2407440.500000 Penalty: 4948.876953
	Iteration 30Q: 3 clusters Score -2407440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2407444.000000 Penalty: 4948.876953
	Iteration 31Q: 3 clusters Score -2407444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2407441.500000 Penalty: 4948.876953
	Iteration 32Q: 3 clusters Score -2407442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20289 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -2407447.000000 Penalty: 4948.876953
	Iteration 33Q: 3 clusters Score -2407447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -2407448.500000 Penalty: 4948.876953
	Iteration 34Q: 3 clusters Score -2407448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2407451.000000 Penalty: 4948.876953
	Iteration 35Q: 3 clusters Score -2407451 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20308 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2407457.000000 Penalty: 4948.876953
	Iteration 36Q: 3 clusters Score -2407457 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2407457.000000 Penalty: 4948.876953
	Iteration 37Q: 3 clusters Score -2407457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2407460.500000 Penalty: 4948.876953
	Iteration 38Q: 3 clusters Score -2407460 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20331 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -2407469.000000 Penalty: 4948.876953
	Iteration 39Q: 3 clusters Score -2407469 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2407470.000000 Penalty: 4948.876953
	Iteration 40F: 3 clusters Score -2407470 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2407472.000000 Penalty: 4948.876953
	Iteration 41Q: 3 clusters Score -2407472 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2407472.750000 Penalty: 4948.876953
	Iteration 42Q: 3 clusters Score -2407473 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -2407479.500000 Penalty: 4948.876953
	Iteration 43Q: 3 clusters Score -2407480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2407479.500000 Penalty: 4948.876953
	Iteration 44Q: 3 clusters Score -2407480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -2407484.500000 Penalty: 4948.876953
	Iteration 45Q: 3 clusters Score -2407484 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2407487.500000 Penalty: 4948.876953
	Iteration 46Q: 3 clusters Score -2407488 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2407496.500000 Penalty: 4948.876953
	Iteration 47Q: 3 clusters Score -2407496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2407497.750000 Penalty: 4948.876953
	Iteration 48Q: 3 clusters Score -2407498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2407502.000000 Penalty: 4948.876953
	Iteration 49Q: 3 clusters Score -2407502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2407504.000000 Penalty: 4948.876953
	Iteration 50Q: 3 clusters Score -2407504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2407503.500000 Penalty: 4948.876953
	Iteration 51Q: 3 clusters Score -2407504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2407505.000000 Penalty: 4948.876953
	Iteration 52Q: 3 clusters Score -2407505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2407506.500000 Penalty: 4948.876953
	Iteration 53Q: 3 clusters Score -2407506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2407505.750000 Penalty: 4948.876953
	Iteration 54Q: 3 clusters Score -2407506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2407508.250000 Penalty: 4948.876953
	Iteration 55Q: 3 clusters Score -2407508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2407510.750000 Penalty: 4948.876953
	Iteration 56Q: 3 clusters Score -2407511 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2407512.750000 Penalty: 4948.876953
	Iteration 57Q: 3 clusters Score -2407513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20436 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2407513.000000 Penalty: 4948.876953
	Iteration 58Q: 3 clusters Score -2407513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2407513.000000 Penalty: 4948.876953
	Iteration 59Q: 3 clusters Score -2407513 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2407512.250000 Penalty: 4948.876953
	Iteration 60F: 3 clusters Score -2407512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -71591.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -71591.87 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 367 members 
Entering Unmasked Estep 
Score: -69899.898438 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -69899.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -70227.312500 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -70227.31 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70469.226562 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -70469.23 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70705.648438 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -70705.65 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -70934.421875 Penalty: 3273.535889
	Iteration 4F: 3 clusters Score -70934.42 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -71156.664062 Penalty: 3273.535889
	Iteration 5F: 3 clusters Score -71156.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -71279.421875 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -71279.42 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -71356.906250 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -71356.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71394.882812 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -71394.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -71414.281250 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -71414.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -71430.257812 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -71430.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71462.578125 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -71462.58 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71478.585938 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -71478.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -71500.765625 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -71500.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -71517.382812 Penalty: 3273.535889
	Iteration 14Q: 3 clusters Score -71517.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -71544.796875 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -71544.8 nChanged 7
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: -71564.476562 Penalty: 3273.535889
	Iteration 16Q: 3 clusters Score -71564.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -71573.273438 Penalty: 3273.535889
	Iteration 17Q: 3 clusters Score -71573.27 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -71578.460938 Penalty: 3273.535889
	Iteration 18Q: 3 clusters Score -71578.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -71590.546875 Penalty: 3273.535889
	Iteration 19Q: 3 clusters Score -71590.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -71611.187500 Penalty: 3273.535889
	Iteration 20F: 3 clusters Score -71611.19 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -71638.210938 Penalty: 3273.535889
	Iteration 21Q: 3 clusters Score -71638.21 nChanged 7
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: -71666.984375 Penalty: 3273.535889
	Iteration 22Q: 3 clusters Score -71666.98 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -71715.179688 Penalty: 3273.535889
	Iteration 23Q: 3 clusters Score -71715.18 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -71762.664062 Penalty: 3273.535889
	Iteration 24Q: 3 clusters Score -71762.66 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -71809.906250 Penalty: 3273.535889
	Iteration 25Q: 3 clusters Score -71809.91 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -71889.453125 Penalty: 3273.535889
	Iteration 26Q: 3 clusters Score -71889.45 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -72003.203125 Penalty: 3273.535889
	Iteration 27Q: 3 clusters Score -72003.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -72146.945312 Penalty: 3273.535889
	Iteration 28Q: 3 clusters Score -72146.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -72226.984375 Penalty: 3273.535889
	Iteration 29Q: 3 clusters Score -72226.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -72232.539062 Penalty: 3273.535889
	Iteration 30Q: 3 clusters Score -72232.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -72232.539062 Penalty: 3273.535889
	Iteration 31F: 3 clusters Score -72232.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26373 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238922 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208651 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24783 members 
Mstep: Class 18 contains 79020 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317656 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 221 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196816 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 514 members 
Entering Unmasked Estep 
Score: -161425248.000000 Penalty: 101876.304688
Splitting cluster 23 changes total score from -161427056.000000 to -161425248.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -429663.718750 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -429663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -425196.781250 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -425196.8 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -426363.093750 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -426363.1 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -426673.468750 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -426673.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -426973.000000 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -426973 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -427327.968750 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -427328 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -427709.312500 Penalty: 4224.626953
	Iteration 5F: 3 clusters Score -427709.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -428157.562500 Penalty: 4224.626953
	Iteration 6F: 3 clusters Score -428157.6 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -428515.687500 Penalty: 4224.626953
	Iteration 7F: 3 clusters Score -428515.7 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -428782.343750 Penalty: 4224.626953
	Iteration 8F: 3 clusters Score -428782.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -428926.625000 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -428926.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -429026.250000 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -429026.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -429088.000000 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -429088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -429135.968750 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -429136 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -429166.593750 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -429166.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -429182.843750 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -429182.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -429190.812500 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -429190.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -429196.156250 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -429196.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -429201.062500 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -429201.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -429204.812500 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -429204.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -429208.406250 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -429208.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -429209.218750 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -429209.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Entering Unmasked Estep 
Score: -2317494.500000 Penalty: 2447.293457
	Iteration 0F: 2 clusters Score -2317494 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -2303769.250000 Penalty: 4894.586914
	Iteration 0F: 3 clusters Score -2303769 nChanged 8528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2308440.750000 Penalty: 4894.586914
	Iteration 1F: 3 clusters Score -2308441 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -2308886.750000 Penalty: 4894.586914
	Iteration 2F: 3 clusters Score -2308887 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -2309257.750000 Penalty: 4894.586914
	Iteration 3Q: 3 clusters Score -2309258 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -2309669.500000 Penalty: 4894.586914
	Iteration 4Q: 3 clusters Score -2309670 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -2310139.750000 Penalty: 4894.586914
	Iteration 5Q: 3 clusters Score -2310140 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12542 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2310680.500000 Penalty: 4894.586914
	Iteration 6F: 3 clusters Score -2310680 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -2311239.500000 Penalty: 4894.586914
	Iteration 7Q: 3 clusters Score -2311240 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -2311906.000000 Penalty: 4894.586914
	Iteration 8F: 3 clusters Score -2311906 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -2312632.000000 Penalty: 4894.586914
	Iteration 9Q: 3 clusters Score -2312632 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2313306.000000 Penalty: 4894.586914
	Iteration 10Q: 3 clusters Score -2313306 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2313871.250000 Penalty: 4894.586914
	Iteration 11Q: 3 clusters Score -2313871 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -2314323.250000 Penalty: 4894.586914
	Iteration 12Q: 3 clusters Score -2314323 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16916 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2314628.000000 Penalty: 4894.586914
	Iteration 13Q: 3 clusters Score -2314628 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2314818.500000 Penalty: 4894.586914
	Iteration 14Q: 3 clusters Score -2314818 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2314950.000000 Penalty: 4894.586914
	Iteration 15Q: 3 clusters Score -2314950 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -2315035.000000 Penalty: 4894.586914
	Iteration 16Q: 3 clusters Score -2315035 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -2315099.750000 Penalty: 4894.586914
	Iteration 17Q: 3 clusters Score -2315100 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2315138.250000 Penalty: 4894.586914
	Iteration 18Q: 3 clusters Score -2315138 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2315163.250000 Penalty: 4894.586914
	Iteration 19Q: 3 clusters Score -2315163 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2315191.250000 Penalty: 4894.586914
	Iteration 20F: 3 clusters Score -2315191 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2315214.500000 Penalty: 4894.586914
	Iteration 21Q: 3 clusters Score -2315214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2315224.500000 Penalty: 4894.586914
	Iteration 22Q: 3 clusters Score -2315224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2315243.750000 Penalty: 4894.586914
	Iteration 23Q: 3 clusters Score -2315244 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2315259.250000 Penalty: 4894.586914
	Iteration 24Q: 3 clusters Score -2315259 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2315286.250000 Penalty: 4894.586914
	Iteration 25Q: 3 clusters Score -2315286 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18078 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2315311.500000 Penalty: 4894.586914
	Iteration 26Q: 3 clusters Score -2315312 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2315327.250000 Penalty: 4894.586914
	Iteration 27Q: 3 clusters Score -2315327 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2315336.250000 Penalty: 4894.586914
	Iteration 28Q: 3 clusters Score -2315336 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2315347.750000 Penalty: 4894.586914
	Iteration 29Q: 3 clusters Score -2315348 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18206 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2315356.250000 Penalty: 4894.586914
	Iteration 30Q: 3 clusters Score -2315356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -2315367.000000 Penalty: 4894.586914
	Iteration 31Q: 3 clusters Score -2315367 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2315376.250000 Penalty: 4894.586914
	Iteration 32Q: 3 clusters Score -2315376 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2315379.750000 Penalty: 4894.586914
	Iteration 33Q: 3 clusters Score -2315380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2315384.250000 Penalty: 4894.586914
	Iteration 34Q: 3 clusters Score -2315384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2315384.500000 Penalty: 4894.586914
	Iteration 35Q: 3 clusters Score -2315384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2315387.500000 Penalty: 4894.586914
	Iteration 36Q: 3 clusters Score -2315388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18305 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2315395.500000 Penalty: 4894.586914
	Iteration 37Q: 3 clusters Score -2315396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -2315396.500000 Penalty: 4894.586914
	Iteration 38Q: 3 clusters Score -2315396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2315400.750000 Penalty: 4894.586914
	Iteration 39Q: 3 clusters Score -2315401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2315402.500000 Penalty: 4894.586914
	Iteration 40F: 3 clusters Score -2315402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (196816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196816 members 
Entering Unmasked Estep 
Score: -23097472.000000 Penalty: 3023.125977
	Iteration 0F: 2 clusters Score -2.309747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98524 members 
Mstep: Class 2 contains 98292 members 
Entering Unmasked Estep 
Score: -22969658.000000 Penalty: 6046.251953
	Iteration 0F: 3 clusters Score -2.296966e+07 nChanged 94605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101625 members 
Mstep: Class 2 contains 95191 members 
Entering Unmasked Estep 
Score: -23025630.000000 Penalty: 6046.251953
	Iteration 1F: 3 clusters Score -2.302563e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104450 members 
Mstep: Class 2 contains 92366 members 
Entering Unmasked Estep 
Score: -23028346.000000 Penalty: 6046.251953
	Iteration 2Q: 3 clusters Score -2.302835e+07 nChanged 9621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109169 members 
Mstep: Class 2 contains 87647 members 
Entering Unmasked Estep 
Score: -23033524.000000 Penalty: 6046.251953
	Iteration 3Q: 3 clusters Score -2.303352e+07 nChanged 12977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116524 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -23041784.000000 Penalty: 6046.251953
	Iteration 4F: 3 clusters Score -2.304178e+07 nChanged 15849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126511 members 
Mstep: Class 2 contains 70305 members 
Entering Unmasked Estep 
Score: -23053472.000000 Penalty: 6046.251953
	Iteration 5F: 3 clusters Score -2.305347e+07 nChanged 16735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137876 members 
Mstep: Class 2 contains 58940 members 
Entering Unmasked Estep 
Score: -23067188.000000 Penalty: 6046.251953
	Iteration 6F: 3 clusters Score -2.306719e+07 nChanged 14019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147423 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -23080596.000000 Penalty: 6046.251953
	Iteration 7F: 3 clusters Score -2.30806e+07 nChanged 9536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153247 members 
Mstep: Class 2 contains 43569 members 
Entering Unmasked Estep 
Score: -23088998.000000 Penalty: 6046.251953
	Iteration 8Q: 3 clusters Score -2.3089e+07 nChanged 5892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157423 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -23092002.000000 Penalty: 6046.251953
	Iteration 9Q: 3 clusters Score -2.3092e+07 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161145 members 
Mstep: Class 2 contains 35671 members 
Entering Unmasked Estep 
Score: -23093570.000000 Penalty: 6046.251953
	Iteration 10Q: 3 clusters Score -2.309357e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164904 members 
Mstep: Class 2 contains 31912 members 
Entering Unmasked Estep 
Score: -23094512.000000 Penalty: 6046.251953
	Iteration 11Q: 3 clusters Score -2.309451e+07 nChanged 3755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168659 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -23095218.000000 Penalty: 6046.251953
	Iteration 12Q: 3 clusters Score -2.309522e+07 nChanged 3780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172439 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -23095930.000000 Penalty: 6046.251953
	Iteration 13Q: 3 clusters Score -2.309593e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175994 members 
Mstep: Class 2 contains 20822 members 
Entering Unmasked Estep 
Score: -23096384.000000 Penalty: 6046.251953
	Iteration 14Q: 3 clusters Score -2.309638e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179249 members 
Mstep: Class 2 contains 17567 members 
Entering Unmasked Estep 
Score: -23096878.000000 Penalty: 6046.251953
	Iteration 15Q: 3 clusters Score -2.309688e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182115 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -23097008.000000 Penalty: 6046.251953
	Iteration 16Q: 3 clusters Score -2.309701e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184550 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -23097078.000000 Penalty: 6046.251953
	Iteration 17Q: 3 clusters Score -2.309708e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186539 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -23097100.000000 Penalty: 6046.251953
	Iteration 18Q: 3 clusters Score -2.30971e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188215 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -23097202.000000 Penalty: 6046.251953
	Iteration 19Q: 3 clusters Score -2.30972e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189573 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -23097180.000000 Penalty: 6046.251953
	Iteration 20F: 3 clusters Score -2.309718e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190653 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -23097000.000000 Penalty: 6046.251953
	Iteration 21Q: 3 clusters Score -2.3097e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191488 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -23096978.000000 Penalty: 6046.251953
	Iteration 22Q: 3 clusters Score -2.309698e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192165 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -23096756.000000 Penalty: 6046.251953
	Iteration 23Q: 3 clusters Score -2.309676e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192697 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -23096636.000000 Penalty: 6046.251953
	Iteration 24Q: 3 clusters Score -2.309664e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193127 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -23096528.000000 Penalty: 6046.251953
	Iteration 25Q: 3 clusters Score -2.309653e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193471 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -23096518.000000 Penalty: 6046.251953
	Iteration 26Q: 3 clusters Score -2.309652e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193741 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -23096544.000000 Penalty: 6046.251953
	Iteration 27Q: 3 clusters Score -2.309654e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193969 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -23096470.000000 Penalty: 6046.251953
	Iteration 28Q: 3 clusters Score -2.309647e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194152 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -23096486.000000 Penalty: 6046.251953
	Iteration 29Q: 3 clusters Score -2.309649e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194289 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -23096414.000000 Penalty: 6046.251953
	Iteration 30Q: 3 clusters Score -2.309641e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194417 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -23096396.000000 Penalty: 6046.251953
	Iteration 31Q: 3 clusters Score -2.30964e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194524 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -23096398.000000 Penalty: 6046.251953
	Iteration 32Q: 3 clusters Score -2.30964e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194602 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -23096358.000000 Penalty: 6046.251953
	Iteration 33Q: 3 clusters Score -2.309636e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194653 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -23096362.000000 Penalty: 6046.251953
	Iteration 34Q: 3 clusters Score -2.309636e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194694 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -23096350.000000 Penalty: 6046.251953
	Iteration 35Q: 3 clusters Score -2.309635e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194730 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -23096334.000000 Penalty: 6046.251953
	Iteration 36Q: 3 clusters Score -2.309633e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194766 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -23096308.000000 Penalty: 6046.251953
	Iteration 37Q: 3 clusters Score -2.309631e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194796 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -23096308.000000 Penalty: 6046.251953
	Iteration 38Q: 3 clusters Score -2.309631e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194831 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -23096302.000000 Penalty: 6046.251953
	Iteration 39Q: 3 clusters Score -2.30963e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194857 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -23096336.000000 Penalty: 6046.251953
	Iteration 40F: 3 clusters Score -2.309634e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194883 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -23096320.000000 Penalty: 6046.251953
	Iteration 41Q: 3 clusters Score -2.309632e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194908 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -23096308.000000 Penalty: 6046.251953
	Iteration 42Q: 3 clusters Score -2.309631e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194926 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -23096300.000000 Penalty: 6046.251953
	Iteration 43Q: 3 clusters Score -2.30963e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194944 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -23096294.000000 Penalty: 6046.251953
	Iteration 44Q: 3 clusters Score -2.309629e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194958 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -23096290.000000 Penalty: 6046.251953
	Iteration 45Q: 3 clusters Score -2.309629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194974 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -23096276.000000 Penalty: 6046.251953
	Iteration 46Q: 3 clusters Score -2.309628e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194991 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -23096290.000000 Penalty: 6046.251953
	Iteration 47Q: 3 clusters Score -2.309629e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195007 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -23096298.000000 Penalty: 6046.251953
	Iteration 48Q: 3 clusters Score -2.30963e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195025 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -23096306.000000 Penalty: 6046.251953
	Iteration 49Q: 3 clusters Score -2.309631e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195044 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -23096302.000000 Penalty: 6046.251953
	Iteration 50Q: 3 clusters Score -2.30963e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195066 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -23096274.000000 Penalty: 6046.251953
	Iteration 51Q: 3 clusters Score -2.309627e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195084 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -23096272.000000 Penalty: 6046.251953
	Iteration 52Q: 3 clusters Score -2.309627e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195099 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -23096292.000000 Penalty: 6046.251953
	Iteration 53Q: 3 clusters Score -2.309629e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195112 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -23096276.000000 Penalty: 6046.251953
	Iteration 54Q: 3 clusters Score -2.309628e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195122 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -23096262.000000 Penalty: 6046.251953
	Iteration 55Q: 3 clusters Score -2.309626e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195134 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -23096258.000000 Penalty: 6046.251953
	Iteration 56Q: 3 clusters Score -2.309626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195145 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -23096256.000000 Penalty: 6046.251953
	Iteration 57Q: 3 clusters Score -2.309626e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195156 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -23096240.000000 Penalty: 6046.251953
	Iteration 58Q: 3 clusters Score -2.309624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195169 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -23096226.000000 Penalty: 6046.251953
	Iteration 59Q: 3 clusters Score -2.309623e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195180 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -23096218.000000 Penalty: 6046.251953
	Iteration 60F: 3 clusters Score -2.309622e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195197 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -23096204.000000 Penalty: 6046.251953
	Iteration 61Q: 3 clusters Score -2.30962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195208 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -23096194.000000 Penalty: 6046.251953
	Iteration 62Q: 3 clusters Score -2.309619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195210 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23096198.000000 Penalty: 6046.251953
	Iteration 63Q: 3 clusters Score -2.30962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195216 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -23096194.000000 Penalty: 6046.251953
	Iteration 64Q: 3 clusters Score -2.309619e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195221 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23096180.000000 Penalty: 6046.251953
	Iteration 65Q: 3 clusters Score -2.309618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195228 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -23096196.000000 Penalty: 6046.251953
	Iteration 66Q: 3 clusters Score -2.30962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195231 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -23096196.000000 Penalty: 6046.251953
	Iteration 67Q: 3 clusters Score -2.30962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195236 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -23096194.000000 Penalty: 6046.251953
	Iteration 68Q: 3 clusters Score -2.309619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195238 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -23096198.000000 Penalty: 6046.251953
	Iteration 69Q: 3 clusters Score -2.30962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195240 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -23096190.000000 Penalty: 6046.251953
	Iteration 70Q: 3 clusters Score -2.309619e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195240 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -23096190.000000 Penalty: 6046.251953
	Iteration 71F: 3 clusters Score -2.309619e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45566.437500 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -45566.44 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -44132.867188 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -44132.87 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -44283.113281 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -44283.11 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44325.925781 Penalty: 3030.186768
	Iteration 2Q: 3 clusters Score -44325.93 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -44340.140625 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -44340.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44354.363281 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -44354.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -44362.519531 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -44362.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44365.671875 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -44365.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -44365.671875 Penalty: 3030.186768
	Iteration 7F: 3 clusters Score -44365.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -224238.093750 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -224238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -221607.468750 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -221607.5 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -222167.656250 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -222167.7 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -222396.953125 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -222397 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -222602.593750 Penalty: 3795.662842
	Iteration 3F: 3 clusters Score -222602.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -222808.890625 Penalty: 3795.662842
	Iteration 4F: 3 clusters Score -222808.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -222977.968750 Penalty: 3795.662842
	Iteration 5F: 3 clusters Score -222978 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -223101.734375 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -223101.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -223210.390625 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -223210.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -223318.234375 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -223318.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -223465.546875 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -223465.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -223595.703125 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -223595.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -223686.218750 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -223686.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -223792.328125 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -223792.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -223869.046875 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -223869 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -223929.562500 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -223929.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -223972.625000 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -223972.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -224037.328125 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -224037.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -224134.843750 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -224134.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -224252.437500 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -224252.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -224264.875000 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -224264.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -224275.140625 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -224275.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -224279.406250 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -224279.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -224284.468750 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -224284.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -224291.015625 Penalty: 3795.662842
	Iteration 23Q: 3 clusters Score -224291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -224295.078125 Penalty: 3795.662842
	Iteration 24Q: 3 clusters Score -224295.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -224298.515625 Penalty: 3795.662842
	Iteration 25Q: 3 clusters Score -224298.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -224302.796875 Penalty: 3795.662842
	Iteration 26Q: 3 clusters Score -224302.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -224308.281250 Penalty: 3795.662842
	Iteration 27Q: 3 clusters Score -224308.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -224312.078125 Penalty: 3795.662842
	Iteration 28Q: 3 clusters Score -224312.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -224313.593750 Penalty: 3795.662842
	Iteration 29Q: 3 clusters Score -224313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -224313.593750 Penalty: 3795.662842
	Iteration 30F: 3 clusters Score -224313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26373 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238922 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208651 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24783 members 
Mstep: Class 18 contains 79020 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317656 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196816 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 804 members 
Mstep: Class 29 contains 1302 members 
Entering Unmasked Estep 
Score: -161425392.000000 Penalty: 101876.304688
Splitting cluster 28 changes total score from -161427056.000000 to -161425392.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26373 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238922 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208651 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37970 members 
Mstep: Class 17 contains 24783 members 
Mstep: Class 18 contains 79020 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317656 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196816 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 319Q: 29 clusters Score -1.61427e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26378 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238922 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208651 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37971 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79020 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317654 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196811 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427008.000000 Penalty: 98363.328125
Iteration 320F: 29 clusters Score -1.61427e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26380 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238923 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208652 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37971 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79020 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317656 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196804 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 321Q: 29 clusters Score -1.61427e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26382 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238920 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208653 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37972 members 
Mstep: Class 17 contains 24786 members 
Mstep: Class 18 contains 79020 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317656 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196802 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 322Q: 29 clusters Score -1.61427e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26384 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238922 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39636 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208654 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24786 members 
Mstep: Class 18 contains 79021 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317653 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196796 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 323Q: 29 clusters Score -1.61427e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26385 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238925 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208658 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79023 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317652 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196788 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 324Q: 29 clusters Score -1.61427e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26385 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238933 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208658 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79027 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317651 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196779 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 325Q: 29 clusters Score -1.61427e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26385 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238935 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208657 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79030 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317653 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196774 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 326Q: 29 clusters Score -1.61427e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26385 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238933 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208661 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79034 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317650 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196771 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 327Q: 29 clusters Score -1.61427e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26385 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238935 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208665 members 
Mstep: Class 15 contains 15349 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79034 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317646 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196769 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427008.000000 Penalty: 98363.328125
Iteration 328Q: 29 clusters Score -1.61427e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26384 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238939 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208666 members 
Mstep: Class 15 contains 15348 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79034 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317647 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196765 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426928.000000 Penalty: 98363.328125
Iteration 329Q: 29 clusters Score -1.614269e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26385 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238943 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208666 members 
Mstep: Class 15 contains 15348 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79033 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317645 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196763 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 330Q: 29 clusters Score -1.61427e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26386 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238948 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208664 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317645 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196760 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 331Q: 29 clusters Score -1.61427e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26390 members 
Mstep: Class 4 contains 11792 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238951 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208662 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37972 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317647 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196753 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 332Q: 29 clusters Score -1.614269e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26392 members 
Mstep: Class 4 contains 11792 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238958 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208663 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79031 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317646 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196744 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426928.000000 Penalty: 98363.328125
Iteration 333Q: 29 clusters Score -1.614269e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11792 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238964 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208662 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37972 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317640 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196742 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 334Q: 29 clusters Score -1.614269e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26396 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238965 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208662 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317638 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196742 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 335Q: 29 clusters Score -1.614269e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238968 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18462 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208661 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317636 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196744 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 336Q: 29 clusters Score -1.61427e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238968 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208661 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317636 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196744 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 337Q: 29 clusters Score -1.61427e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238969 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208659 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317636 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196744 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426928.000000 Penalty: 98363.328125
Iteration 338Q: 29 clusters Score -1.614269e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238971 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208657 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317636 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196744 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 339Q: 29 clusters Score -1.61427e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238975 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208655 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79031 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317635 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196744 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427008.000000 Penalty: 98363.328125
Iteration 340F: 29 clusters Score -1.61427e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238977 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208653 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317634 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196744 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 341Q: 29 clusters Score -1.61427e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238977 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208651 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37973 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79033 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317636 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196743 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 342Q: 29 clusters Score -1.614269e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238977 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208651 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24786 members 
Mstep: Class 18 contains 79033 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317638 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196739 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 343Q: 29 clusters Score -1.61427e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238980 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208650 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79033 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317636 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196738 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 344Q: 29 clusters Score -1.614269e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11790 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238979 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208649 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79033 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317638 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196739 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 345Q: 29 clusters Score -1.614269e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11791 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238979 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208649 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317638 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196738 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426928.000000 Penalty: 98363.328125
Iteration 346Q: 29 clusters Score -1.614269e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11793 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238980 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208649 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317637 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196736 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 347Q: 29 clusters Score -1.614269e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11792 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238985 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208648 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317638 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196734 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 348Q: 29 clusters Score -1.614269e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26394 members 
Mstep: Class 4 contains 11794 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238990 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208644 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79032 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317635 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196734 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 349Q: 29 clusters Score -1.614269e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26394 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238994 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208640 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79033 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317633 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196733 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 350Q: 29 clusters Score -1.614269e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26395 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238998 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208638 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79033 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317629 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196732 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426880.000000 Penalty: 98363.328125
Iteration 351Q: 29 clusters Score -1.614269e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26396 members 
Mstep: Class 4 contains 11795 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239002 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208637 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79033 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317625 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196732 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 352Q: 29 clusters Score -1.614269e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26398 members 
Mstep: Class 4 contains 11795 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239003 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208636 members 
Mstep: Class 15 contains 15347 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79033 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317626 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196729 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 353Q: 29 clusters Score -1.614269e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26401 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239005 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208633 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79034 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317624 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196728 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 354Q: 29 clusters Score -1.614269e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26404 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239006 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208633 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79036 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317623 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21538 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196724 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 355Q: 29 clusters Score -1.614269e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26406 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239005 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208631 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79038 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317626 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196720 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 356Q: 29 clusters Score -1.614269e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26408 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239005 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208628 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24786 members 
Mstep: Class 18 contains 79038 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317628 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 196721 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 357Q: 29 clusters Score -1.61427e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26408 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239006 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208625 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79037 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317633 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 196721 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426928.000000 Penalty: 98363.328125
Iteration 358Q: 29 clusters Score -1.614269e+08 nChanged 11
Entering ConstructFrom: 
Score: -161426928.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (17062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Entering Unmasked Estep 
Score: -1924293.750000 Penalty: 2416.663086
	Iteration 0F: 2 clusters Score -1924294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1912139.875000 Penalty: 4833.326172
	Iteration 0F: 3 clusters Score -1912140 nChanged 7390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1916117.875000 Penalty: 4833.326172
	Iteration 1F: 3 clusters Score -1916118 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -1916572.500000 Penalty: 4833.326172
	Iteration 2F: 3 clusters Score -1916572 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1917016.000000 Penalty: 4833.326172
	Iteration 3F: 3 clusters Score -1917016 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 9744 members 
Entering Unmasked Estep 
Score: -1917539.125000 Penalty: 4833.326172
	Iteration 4Q: 3 clusters Score -1917539 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1918093.875000 Penalty: 4833.326172
	Iteration 5Q: 3 clusters Score -1918094 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -1918546.625000 Penalty: 4833.326172
	Iteration 6Q: 3 clusters Score -1918547 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -1918879.000000 Penalty: 4833.326172
	Iteration 7Q: 3 clusters Score -1918879 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -1919169.500000 Penalty: 4833.326172
	Iteration 8Q: 3 clusters Score -1919170 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -1919410.750000 Penalty: 4833.326172
	Iteration 9Q: 3 clusters Score -1919411 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -1919617.500000 Penalty: 4833.326172
	Iteration 10Q: 3 clusters Score -1919618 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1919810.250000 Penalty: 4833.326172
	Iteration 11Q: 3 clusters Score -1919810 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -1919986.125000 Penalty: 4833.326172
	Iteration 12Q: 3 clusters Score -1919986 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -1920123.250000 Penalty: 4833.326172
	Iteration 13Q: 3 clusters Score -1920123 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -1920257.000000 Penalty: 4833.326172
	Iteration 14Q: 3 clusters Score -1920257 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -1920369.375000 Penalty: 4833.326172
	Iteration 15Q: 3 clusters Score -1920369 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1920470.500000 Penalty: 4833.326172
	Iteration 16Q: 3 clusters Score -1920470 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1920578.625000 Penalty: 4833.326172
	Iteration 17Q: 3 clusters Score -1920579 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -1920670.500000 Penalty: 4833.326172
	Iteration 18Q: 3 clusters Score -1920670 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -1920762.375000 Penalty: 4833.326172
	Iteration 19Q: 3 clusters Score -1920762 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -1920861.000000 Penalty: 4833.326172
	Iteration 20F: 3 clusters Score -1920861 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -1920947.000000 Penalty: 4833.326172
	Iteration 21Q: 3 clusters Score -1920947 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -1921035.125000 Penalty: 4833.326172
	Iteration 22Q: 3 clusters Score -1921035 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -1921126.125000 Penalty: 4833.326172
	Iteration 23Q: 3 clusters Score -1921126 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1921221.500000 Penalty: 4833.326172
	Iteration 24Q: 3 clusters Score -1921222 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -1921316.000000 Penalty: 4833.326172
	Iteration 25Q: 3 clusters Score -1921316 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -1921399.625000 Penalty: 4833.326172
	Iteration 26Q: 3 clusters Score -1921400 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1921487.500000 Penalty: 4833.326172
	Iteration 27Q: 3 clusters Score -1921488 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -1921567.250000 Penalty: 4833.326172
	Iteration 28Q: 3 clusters Score -1921567 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1921639.375000 Penalty: 4833.326172
	Iteration 29Q: 3 clusters Score -1921639 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -1921709.000000 Penalty: 4833.326172
	Iteration 30Q: 3 clusters Score -1921709 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -1921771.500000 Penalty: 4833.326172
	Iteration 31Q: 3 clusters Score -1921772 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -1921828.750000 Penalty: 4833.326172
	Iteration 32Q: 3 clusters Score -1921829 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -1921882.875000 Penalty: 4833.326172
	Iteration 33Q: 3 clusters Score -1921883 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -1921922.250000 Penalty: 4833.326172
	Iteration 34Q: 3 clusters Score -1921922 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -1921959.375000 Penalty: 4833.326172
	Iteration 35Q: 3 clusters Score -1921959 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1922000.500000 Penalty: 4833.326172
	Iteration 36Q: 3 clusters Score -1922000 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -1922028.875000 Penalty: 4833.326172
	Iteration 37Q: 3 clusters Score -1922029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -1922060.625000 Penalty: 4833.326172
	Iteration 38Q: 3 clusters Score -1922061 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -1922088.375000 Penalty: 4833.326172
	Iteration 39Q: 3 clusters Score -1922088 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -1922119.250000 Penalty: 4833.326172
	Iteration 40F: 3 clusters Score -1922119 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -1922135.000000 Penalty: 4833.326172
	Iteration 41Q: 3 clusters Score -1922135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 16249 members 
Entering Unmasked Estep 
Score: -1922148.000000 Penalty: 4833.326172
	Iteration 42Q: 3 clusters Score -1922148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1922159.125000 Penalty: 4833.326172
	Iteration 43Q: 3 clusters Score -1922159 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16284 members 
Entering Unmasked Estep 
Score: -1922177.875000 Penalty: 4833.326172
	Iteration 44Q: 3 clusters Score -1922178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -1922192.125000 Penalty: 4833.326172
	Iteration 45Q: 3 clusters Score -1922192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 16327 members 
Entering Unmasked Estep 
Score: -1922205.500000 Penalty: 4833.326172
	Iteration 46Q: 3 clusters Score -1922206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1922219.750000 Penalty: 4833.326172
	Iteration 47Q: 3 clusters Score -1922220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -1922231.625000 Penalty: 4833.326172
	Iteration 48Q: 3 clusters Score -1922232 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 16376 members 
Entering Unmasked Estep 
Score: -1922235.125000 Penalty: 4833.326172
	Iteration 49Q: 3 clusters Score -1922235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -1922240.250000 Penalty: 4833.326172
	Iteration 50Q: 3 clusters Score -1922240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -1922248.250000 Penalty: 4833.326172
	Iteration 51Q: 3 clusters Score -1922248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -1922251.750000 Penalty: 4833.326172
	Iteration 52Q: 3 clusters Score -1922252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1922258.250000 Penalty: 4833.326172
	Iteration 53Q: 3 clusters Score -1922258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 16409 members 
Entering Unmasked Estep 
Score: -1922262.375000 Penalty: 4833.326172
	Iteration 54Q: 3 clusters Score -1922262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 16417 members 
Entering Unmasked Estep 
Score: -1922267.875000 Penalty: 4833.326172
	Iteration 55Q: 3 clusters Score -1922268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1922272.875000 Penalty: 4833.326172
	Iteration 56Q: 3 clusters Score -1922273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -1922275.625000 Penalty: 4833.326172
	Iteration 57Q: 3 clusters Score -1922276 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1922276.750000 Penalty: 4833.326172
	Iteration 58Q: 3 clusters Score -1922277 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -1922278.125000 Penalty: 4833.326172
	Iteration 59Q: 3 clusters Score -1922278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -1922279.750000 Penalty: 4833.326172
	Iteration 60F: 3 clusters Score -1922280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 16431 members 
Entering Unmasked Estep 
Score: -1922280.250000 Penalty: 4833.326172
	Iteration 61Q: 3 clusters Score -1922280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1922281.625000 Penalty: 4833.326172
	Iteration 62Q: 3 clusters Score -1922282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -1922281.625000 Penalty: 4833.326172
	Iteration 63F: 3 clusters Score -1922282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Entering Unmasked Estep 
Score: -1568746.750000 Penalty: 2368.299561
	Iteration 0F: 2 clusters Score -1568747 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1558537.625000 Penalty: 4736.599121
	Iteration 0F: 3 clusters Score -1558538 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1561688.500000 Penalty: 4736.599121
	Iteration 1F: 3 clusters Score -1561688 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -1562165.750000 Penalty: 4736.599121
	Iteration 2F: 3 clusters Score -1562166 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -1562634.750000 Penalty: 4736.599121
	Iteration 3F: 3 clusters Score -1562635 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1563107.750000 Penalty: 4736.599121
	Iteration 4F: 3 clusters Score -1563108 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1563563.750000 Penalty: 4736.599121
	Iteration 5F: 3 clusters Score -1563564 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1563936.875000 Penalty: 4736.599121
	Iteration 6F: 3 clusters Score -1563937 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1564293.750000 Penalty: 4736.599121
	Iteration 7Q: 3 clusters Score -1564294 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1564618.000000 Penalty: 4736.599121
	Iteration 8Q: 3 clusters Score -1564618 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1564903.750000 Penalty: 4736.599121
	Iteration 9Q: 3 clusters Score -1564904 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1565166.875000 Penalty: 4736.599121
	Iteration 10Q: 3 clusters Score -1565167 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1565405.500000 Penalty: 4736.599121
	Iteration 11Q: 3 clusters Score -1565406 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1565612.000000 Penalty: 4736.599121
	Iteration 12Q: 3 clusters Score -1565612 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1565812.250000 Penalty: 4736.599121
	Iteration 13Q: 3 clusters Score -1565812 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10333 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1565954.625000 Penalty: 4736.599121
	Iteration 14Q: 3 clusters Score -1565955 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1566073.875000 Penalty: 4736.599121
	Iteration 15Q: 3 clusters Score -1566074 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -1566179.750000 Penalty: 4736.599121
	Iteration 16Q: 3 clusters Score -1566180 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -1566279.250000 Penalty: 4736.599121
	Iteration 17Q: 3 clusters Score -1566279 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1566389.375000 Penalty: 4736.599121
	Iteration 18Q: 3 clusters Score -1566389 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -1566488.625000 Penalty: 4736.599121
	Iteration 19Q: 3 clusters Score -1566489 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1566592.250000 Penalty: 4736.599121
	Iteration 20F: 3 clusters Score -1566592 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1566695.375000 Penalty: 4736.599121
	Iteration 21Q: 3 clusters Score -1566695 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11930 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1566809.375000 Penalty: 4736.599121
	Iteration 22Q: 3 clusters Score -1566809 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1566896.500000 Penalty: 4736.599121
	Iteration 23Q: 3 clusters Score -1566896 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -1566965.500000 Penalty: 4736.599121
	Iteration 24Q: 3 clusters Score -1566966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1567022.500000 Penalty: 4736.599121
	Iteration 25Q: 3 clusters Score -1567022 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1567075.625000 Penalty: 4736.599121
	Iteration 26Q: 3 clusters Score -1567076 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -1567113.375000 Penalty: 4736.599121
	Iteration 27Q: 3 clusters Score -1567113 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1567139.875000 Penalty: 4736.599121
	Iteration 28Q: 3 clusters Score -1567140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1567157.625000 Penalty: 4736.599121
	Iteration 29Q: 3 clusters Score -1567158 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1567175.875000 Penalty: 4736.599121
	Iteration 30Q: 3 clusters Score -1567176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1567181.750000 Penalty: 4736.599121
	Iteration 31Q: 3 clusters Score -1567182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1567194.500000 Penalty: 4736.599121
	Iteration 32Q: 3 clusters Score -1567194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1567202.000000 Penalty: 4736.599121
	Iteration 33Q: 3 clusters Score -1567202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1567209.250000 Penalty: 4736.599121
	Iteration 34Q: 3 clusters Score -1567209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1567217.750000 Penalty: 4736.599121
	Iteration 35Q: 3 clusters Score -1567218 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1567223.625000 Penalty: 4736.599121
	Iteration 36Q: 3 clusters Score -1567224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1567238.750000 Penalty: 4736.599121
	Iteration 37Q: 3 clusters Score -1567239 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1567244.625000 Penalty: 4736.599121
	Iteration 38Q: 3 clusters Score -1567245 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1567255.625000 Penalty: 4736.599121
	Iteration 39Q: 3 clusters Score -1567256 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1567264.750000 Penalty: 4736.599121
	Iteration 40F: 3 clusters Score -1567265 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1567273.625000 Penalty: 4736.599121
	Iteration 41Q: 3 clusters Score -1567274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1567277.625000 Penalty: 4736.599121
	Iteration 42Q: 3 clusters Score -1567278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1567282.125000 Penalty: 4736.599121
	Iteration 43Q: 3 clusters Score -1567282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1567283.125000 Penalty: 4736.599121
	Iteration 44Q: 3 clusters Score -1567283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -1567286.000000 Penalty: 4736.599121
	Iteration 45Q: 3 clusters Score -1567286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12807 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1567288.000000 Penalty: 4736.599121
	Iteration 46Q: 3 clusters Score -1567288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1567286.625000 Penalty: 4736.599121
	Iteration 47Q: 3 clusters Score -1567287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12813 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1567286.375000 Penalty: 4736.599121
	Iteration 48Q: 3 clusters Score -1567286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1567292.750000 Penalty: 4736.599121
	Iteration 49Q: 3 clusters Score -1567293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12829 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1567299.000000 Penalty: 4736.599121
	Iteration 50Q: 3 clusters Score -1567299 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1567298.875000 Penalty: 4736.599121
	Iteration 51Q: 3 clusters Score -1567299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1567300.000000 Penalty: 4736.599121
	Iteration 52Q: 3 clusters Score -1567300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1567303.000000 Penalty: 4736.599121
	Iteration 53Q: 3 clusters Score -1567303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1567303.250000 Penalty: 4736.599121
	Iteration 54Q: 3 clusters Score -1567303 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1567307.125000 Penalty: 4736.599121
	Iteration 55Q: 3 clusters Score -1567307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1567308.000000 Penalty: 4736.599121
	Iteration 56Q: 3 clusters Score -1567308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1567313.125000 Penalty: 4736.599121
	Iteration 57Q: 3 clusters Score -1567313 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1567320.375000 Penalty: 4736.599121
	Iteration 58Q: 3 clusters Score -1567320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1567327.250000 Penalty: 4736.599121
	Iteration 59Q: 3 clusters Score -1567327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1567328.125000 Penalty: 4736.599121
	Iteration 60F: 3 clusters Score -1567328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1567332.250000 Penalty: 4736.599121
	Iteration 61Q: 3 clusters Score -1567332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1567335.375000 Penalty: 4736.599121
	Iteration 62Q: 3 clusters Score -1567335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1567338.500000 Penalty: 4736.599121
	Iteration 63Q: 3 clusters Score -1567338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1567344.250000 Penalty: 4736.599121
	Iteration 64Q: 3 clusters Score -1567344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1567348.375000 Penalty: 4736.599121
	Iteration 65Q: 3 clusters Score -1567348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1567352.500000 Penalty: 4736.599121
	Iteration 66Q: 3 clusters Score -1567352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1567353.125000 Penalty: 4736.599121
	Iteration 67Q: 3 clusters Score -1567353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1567351.375000 Penalty: 4736.599121
	Iteration 68Q: 3 clusters Score -1567351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1567353.500000 Penalty: 4736.599121
	Iteration 69Q: 3 clusters Score -1567354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1567353.500000 Penalty: 4736.599121
	Iteration 70F: 3 clusters Score -1567354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Entering Unmasked Estep 
Score: -3157563.750000 Penalty: 2525.002197
	Iteration 0F: 2 clusters Score -3157564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3139363.250000 Penalty: 5050.004395
	Iteration 0F: 3 clusters Score -3139363 nChanged 11770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -3145807.750000 Penalty: 5050.004395
	Iteration 1F: 3 clusters Score -3145808 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13660 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -3146290.500000 Penalty: 5050.004395
	Iteration 2F: 3 clusters Score -3146290 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 12489 members 
Entering Unmasked Estep 
Score: -3146711.500000 Penalty: 5050.004395
	Iteration 3Q: 3 clusters Score -3146712 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 12230 members 
Entering Unmasked Estep 
Score: -3147153.750000 Penalty: 5050.004395
	Iteration 4Q: 3 clusters Score -3147154 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -3147622.250000 Penalty: 5050.004395
	Iteration 5Q: 3 clusters Score -3147622 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -3148096.000000 Penalty: 5050.004395
	Iteration 6Q: 3 clusters Score -3148096 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -3148557.750000 Penalty: 5050.004395
	Iteration 7Q: 3 clusters Score -3148558 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3149055.250000 Penalty: 5050.004395
	Iteration 8Q: 3 clusters Score -3149055 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -3149663.250000 Penalty: 5050.004395
	Iteration 9Q: 3 clusters Score -3149663 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -3150326.000000 Penalty: 5050.004395
	Iteration 10Q: 3 clusters Score -3150326 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3150991.250000 Penalty: 5050.004395
	Iteration 11Q: 3 clusters Score -3150991 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -3151609.750000 Penalty: 5050.004395
	Iteration 12Q: 3 clusters Score -3151610 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17608 members 
Mstep: Class 2 contains 8801 members 
Entering Unmasked Estep 
Score: -3152045.250000 Penalty: 5050.004395
	Iteration 13Q: 3 clusters Score -3152045 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -3152327.750000 Penalty: 5050.004395
	Iteration 14Q: 3 clusters Score -3152328 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -3152478.750000 Penalty: 5050.004395
	Iteration 15Q: 3 clusters Score -3152479 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -3152590.500000 Penalty: 5050.004395
	Iteration 16Q: 3 clusters Score -3152590 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -3152663.000000 Penalty: 5050.004395
	Iteration 17Q: 3 clusters Score -3152663 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 7692 members 
Entering Unmasked Estep 
Score: -3152732.750000 Penalty: 5050.004395
	Iteration 18Q: 3 clusters Score -3152733 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -3152783.250000 Penalty: 5050.004395
	Iteration 19Q: 3 clusters Score -3152783 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -3152829.500000 Penalty: 5050.004395
	Iteration 20F: 3 clusters Score -3152830 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -3152867.750000 Penalty: 5050.004395
	Iteration 21Q: 3 clusters Score -3152868 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19475 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -3152920.750000 Penalty: 5050.004395
	Iteration 22Q: 3 clusters Score -3152921 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -3152970.250000 Penalty: 5050.004395
	Iteration 23Q: 3 clusters Score -3152970 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -3153011.000000 Penalty: 5050.004395
	Iteration 24Q: 3 clusters Score -3153011 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -3153067.750000 Penalty: 5050.004395
	Iteration 25Q: 3 clusters Score -3153068 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20342 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -3153141.750000 Penalty: 5050.004395
	Iteration 26Q: 3 clusters Score -3153142 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20592 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -3153234.500000 Penalty: 5050.004395
	Iteration 27Q: 3 clusters Score -3153234 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -3153316.000000 Penalty: 5050.004395
	Iteration 28Q: 3 clusters Score -3153316 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -3153396.250000 Penalty: 5050.004395
	Iteration 29Q: 3 clusters Score -3153396 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -3153500.750000 Penalty: 5050.004395
	Iteration 30Q: 3 clusters Score -3153501 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -3153618.750000 Penalty: 5050.004395
	Iteration 31Q: 3 clusters Score -3153619 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -3153705.250000 Penalty: 5050.004395
	Iteration 32Q: 3 clusters Score -3153705 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3153801.750000 Penalty: 5050.004395
	Iteration 33Q: 3 clusters Score -3153802 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -3153905.500000 Penalty: 5050.004395
	Iteration 34Q: 3 clusters Score -3153906 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -3154033.750000 Penalty: 5050.004395
	Iteration 35Q: 3 clusters Score -3154034 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3154131.500000 Penalty: 5050.004395
	Iteration 36Q: 3 clusters Score -3154132 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3154248.000000 Penalty: 5050.004395
	Iteration 37Q: 3 clusters Score -3154248 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -3154337.000000 Penalty: 5050.004395
	Iteration 38Q: 3 clusters Score -3154337 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -3154406.500000 Penalty: 5050.004395
	Iteration 39Q: 3 clusters Score -3154406 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23927 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -3154470.500000 Penalty: 5050.004395
	Iteration 40F: 3 clusters Score -3154470 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24105 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -3154538.250000 Penalty: 5050.004395
	Iteration 41Q: 3 clusters Score -3154538 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3154597.500000 Penalty: 5050.004395
	Iteration 42Q: 3 clusters Score -3154598 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3154670.000000 Penalty: 5050.004395
	Iteration 43Q: 3 clusters Score -3154670 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24548 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3154723.000000 Penalty: 5050.004395
	Iteration 44Q: 3 clusters Score -3154723 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3154805.500000 Penalty: 5050.004395
	Iteration 45Q: 3 clusters Score -3154806 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -3154878.250000 Penalty: 5050.004395
	Iteration 46Q: 3 clusters Score -3154878 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3154949.500000 Penalty: 5050.004395
	Iteration 47Q: 3 clusters Score -3154950 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25052 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -3155002.500000 Penalty: 5050.004395
	Iteration 48Q: 3 clusters Score -3155002 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25168 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -3155072.500000 Penalty: 5050.004395
	Iteration 49Q: 3 clusters Score -3155072 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -3155133.750000 Penalty: 5050.004395
	Iteration 50Q: 3 clusters Score -3155134 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -3155178.500000 Penalty: 5050.004395
	Iteration 51Q: 3 clusters Score -3155178 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -3155223.250000 Penalty: 5050.004395
	Iteration 52Q: 3 clusters Score -3155223 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3155258.000000 Penalty: 5050.004395
	Iteration 53Q: 3 clusters Score -3155258 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3155287.000000 Penalty: 5050.004395
	Iteration 54Q: 3 clusters Score -3155287 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25568 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3155316.000000 Penalty: 5050.004395
	Iteration 55Q: 3 clusters Score -3155316 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3155337.750000 Penalty: 5050.004395
	Iteration 56Q: 3 clusters Score -3155338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25624 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3155353.250000 Penalty: 5050.004395
	Iteration 57Q: 3 clusters Score -3155353 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25638 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3155364.250000 Penalty: 5050.004395
	Iteration 58Q: 3 clusters Score -3155364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3155381.750000 Penalty: 5050.004395
	Iteration 59Q: 3 clusters Score -3155382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -3155397.500000 Penalty: 5050.004395
	Iteration 60F: 3 clusters Score -3155398 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -3155401.500000 Penalty: 5050.004395
	Iteration 61Q: 3 clusters Score -3155402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3155415.000000 Penalty: 5050.004395
	Iteration 62Q: 3 clusters Score -3155415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3155419.750000 Penalty: 5050.004395
	Iteration 63Q: 3 clusters Score -3155420 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3155421.000000 Penalty: 5050.004395
	Iteration 64Q: 3 clusters Score -3155421 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25735 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3155426.750000 Penalty: 5050.004395
	Iteration 65Q: 3 clusters Score -3155427 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3155428.750000 Penalty: 5050.004395
	Iteration 66Q: 3 clusters Score -3155429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -3155426.000000 Penalty: 5050.004395
	Iteration 67Q: 3 clusters Score -3155426 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25738 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3155426.250000 Penalty: 5050.004395
	Iteration 68Q: 3 clusters Score -3155426 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3155424.750000 Penalty: 5050.004395
	Iteration 69Q: 3 clusters Score -3155425 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3155431.500000 Penalty: 5050.004395
	Iteration 70Q: 3 clusters Score -3155432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3155432.250000 Penalty: 5050.004395
	Iteration 71Q: 3 clusters Score -3155432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -3155432.250000 Penalty: 5050.004395
	Iteration 72F: 3 clusters Score -3155432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Entering Unmasked Estep 
Score: -1410437.375000 Penalty: 2325.148926
	Iteration 0F: 2 clusters Score -1410437 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1401563.500000 Penalty: 4650.297852
	Iteration 0F: 3 clusters Score -1401564 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1404257.875000 Penalty: 4650.297852
	Iteration 1F: 3 clusters Score -1404258 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1404635.250000 Penalty: 4650.297852
	Iteration 2F: 3 clusters Score -1404635 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1404959.000000 Penalty: 4650.297852
	Iteration 3F: 3 clusters Score -1404959 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1405228.125000 Penalty: 4650.297852
	Iteration 4Q: 3 clusters Score -1405228 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1405447.000000 Penalty: 4650.297852
	Iteration 5Q: 3 clusters Score -1405447 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1405641.125000 Penalty: 4650.297852
	Iteration 6Q: 3 clusters Score -1405641 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1405831.125000 Penalty: 4650.297852
	Iteration 7Q: 3 clusters Score -1405831 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1406053.875000 Penalty: 4650.297852
	Iteration 8Q: 3 clusters Score -1406054 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1406316.750000 Penalty: 4650.297852
	Iteration 9Q: 3 clusters Score -1406317 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6213 members 
Entering Unmasked Estep 
Score: -1406611.750000 Penalty: 4650.297852
	Iteration 10Q: 3 clusters Score -1406612 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1406901.625000 Penalty: 4650.297852
	Iteration 11Q: 3 clusters Score -1406902 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1407162.500000 Penalty: 4650.297852
	Iteration 12Q: 3 clusters Score -1407162 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1407358.250000 Penalty: 4650.297852
	Iteration 13Q: 3 clusters Score -1407358 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1407495.500000 Penalty: 4650.297852
	Iteration 14Q: 3 clusters Score -1407496 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1407581.875000 Penalty: 4650.297852
	Iteration 15Q: 3 clusters Score -1407582 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1407663.125000 Penalty: 4650.297852
	Iteration 16Q: 3 clusters Score -1407663 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1407728.875000 Penalty: 4650.297852
	Iteration 17Q: 3 clusters Score -1407729 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -1407774.875000 Penalty: 4650.297852
	Iteration 18Q: 3 clusters Score -1407775 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6344 members 
Entering Unmasked Estep 
Score: -1407824.000000 Penalty: 4650.297852
	Iteration 19Q: 3 clusters Score -1407824 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1407861.250000 Penalty: 4650.297852
	Iteration 20F: 3 clusters Score -1407861 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1407899.250000 Penalty: 4650.297852
	Iteration 21Q: 3 clusters Score -1407899 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1407940.250000 Penalty: 4650.297852
	Iteration 22Q: 3 clusters Score -1407940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1407970.750000 Penalty: 4650.297852
	Iteration 23Q: 3 clusters Score -1407971 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1408003.500000 Penalty: 4650.297852
	Iteration 24Q: 3 clusters Score -1408004 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -1408033.000000 Penalty: 4650.297852
	Iteration 25Q: 3 clusters Score -1408033 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1408058.000000 Penalty: 4650.297852
	Iteration 26Q: 3 clusters Score -1408058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 6212 members 
Entering Unmasked Estep 
Score: -1408079.375000 Penalty: 4650.297852
	Iteration 27Q: 3 clusters Score -1408079 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1408101.625000 Penalty: 4650.297852
	Iteration 28Q: 3 clusters Score -1408102 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1408112.500000 Penalty: 4650.297852
	Iteration 29Q: 3 clusters Score -1408112 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1408125.875000 Penalty: 4650.297852
	Iteration 30Q: 3 clusters Score -1408126 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1408138.750000 Penalty: 4650.297852
	Iteration 31Q: 3 clusters Score -1408139 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1408153.375000 Penalty: 4650.297852
	Iteration 32Q: 3 clusters Score -1408153 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1408160.125000 Penalty: 4650.297852
	Iteration 33Q: 3 clusters Score -1408160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1408172.375000 Penalty: 4650.297852
	Iteration 34Q: 3 clusters Score -1408172 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1408183.875000 Penalty: 4650.297852
	Iteration 35Q: 3 clusters Score -1408184 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1408192.500000 Penalty: 4650.297852
	Iteration 36Q: 3 clusters Score -1408192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1408199.125000 Penalty: 4650.297852
	Iteration 37Q: 3 clusters Score -1408199 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -1408211.875000 Penalty: 4650.297852
	Iteration 38Q: 3 clusters Score -1408212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1408220.750000 Penalty: 4650.297852
	Iteration 39Q: 3 clusters Score -1408221 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1408225.750000 Penalty: 4650.297852
	Iteration 40F: 3 clusters Score -1408226 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1408232.375000 Penalty: 4650.297852
	Iteration 41Q: 3 clusters Score -1408232 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1408241.875000 Penalty: 4650.297852
	Iteration 42Q: 3 clusters Score -1408242 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1408256.000000 Penalty: 4650.297852
	Iteration 43Q: 3 clusters Score -1408256 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1408268.750000 Penalty: 4650.297852
	Iteration 44Q: 3 clusters Score -1408269 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1408273.500000 Penalty: 4650.297852
	Iteration 45Q: 3 clusters Score -1408274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1408283.875000 Penalty: 4650.297852
	Iteration 46Q: 3 clusters Score -1408284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1408296.375000 Penalty: 4650.297852
	Iteration 47Q: 3 clusters Score -1408296 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1408308.250000 Penalty: 4650.297852
	Iteration 48Q: 3 clusters Score -1408308 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1408318.875000 Penalty: 4650.297852
	Iteration 49Q: 3 clusters Score -1408319 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1408326.875000 Penalty: 4650.297852
	Iteration 50Q: 3 clusters Score -1408327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1408329.125000 Penalty: 4650.297852
	Iteration 51Q: 3 clusters Score -1408329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -1408333.625000 Penalty: 4650.297852
	Iteration 52Q: 3 clusters Score -1408334 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1408340.375000 Penalty: 4650.297852
	Iteration 53Q: 3 clusters Score -1408340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1408346.375000 Penalty: 4650.297852
	Iteration 54Q: 3 clusters Score -1408346 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1408348.375000 Penalty: 4650.297852
	Iteration 55Q: 3 clusters Score -1408348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1408356.000000 Penalty: 4650.297852
	Iteration 56Q: 3 clusters Score -1408356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1408358.875000 Penalty: 4650.297852
	Iteration 57Q: 3 clusters Score -1408359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1408366.000000 Penalty: 4650.297852
	Iteration 58Q: 3 clusters Score -1408366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1408369.250000 Penalty: 4650.297852
	Iteration 59Q: 3 clusters Score -1408369 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1408367.375000 Penalty: 4650.297852
	Iteration 60F: 3 clusters Score -1408367 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1408376.000000 Penalty: 4650.297852
	Iteration 61Q: 3 clusters Score -1408376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1408384.250000 Penalty: 4650.297852
	Iteration 62Q: 3 clusters Score -1408384 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1408388.875000 Penalty: 4650.297852
	Iteration 63Q: 3 clusters Score -1408389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1408392.625000 Penalty: 4650.297852
	Iteration 64Q: 3 clusters Score -1408393 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1408395.125000 Penalty: 4650.297852
	Iteration 65Q: 3 clusters Score -1408395 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1408397.375000 Penalty: 4650.297852
	Iteration 66Q: 3 clusters Score -1408397 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1408398.750000 Penalty: 4650.297852
	Iteration 67Q: 3 clusters Score -1408399 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1408402.125000 Penalty: 4650.297852
	Iteration 68Q: 3 clusters Score -1408402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1408403.250000 Penalty: 4650.297852
	Iteration 69Q: 3 clusters Score -1408403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1408404.125000 Penalty: 4650.297852
	Iteration 70Q: 3 clusters Score -1408404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1408400.500000 Penalty: 4650.297852
	Iteration 71Q: 3 clusters Score -1408400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1408405.250000 Penalty: 4650.297852
	Iteration 72Q: 3 clusters Score -1408405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1408404.625000 Penalty: 4650.297852
	Iteration 73Q: 3 clusters Score -1408405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1408408.250000 Penalty: 4650.297852
	Iteration 74Q: 3 clusters Score -1408408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1408408.875000 Penalty: 4650.297852
	Iteration 75Q: 3 clusters Score -1408409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1408405.500000 Penalty: 4650.297852
	Iteration 76Q: 3 clusters Score -1408406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1408406.625000 Penalty: 4650.297852
	Iteration 77Q: 3 clusters Score -1408407 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1408407.125000 Penalty: 4650.297852
	Iteration 78Q: 3 clusters Score -1408407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1408409.750000 Penalty: 4650.297852
	Iteration 79Q: 3 clusters Score -1408410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1408407.125000 Penalty: 4650.297852
	Iteration 80F: 3 clusters Score -1408407 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1408408.000000 Penalty: 4650.297852
	Iteration 81Q: 3 clusters Score -1408408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1408408.500000 Penalty: 4650.297852
	Iteration 82Q: 3 clusters Score -1408408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1408408.750000 Penalty: 4650.297852
	Iteration 83Q: 3 clusters Score -1408409 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1408408.750000 Penalty: 4650.297852
	Iteration 84F: 3 clusters Score -1408409 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Entering Unmasked Estep 
Score: -423103.937500 Penalty: 2039.659180
	Iteration 0F: 2 clusters Score -423103.9 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 1874 members 
Entering Unmasked Estep 
Score: -419380.281250 Penalty: 4079.318359
	Iteration 0F: 3 clusters Score -419380.3 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -420127.656250 Penalty: 4079.318359
	Iteration 1F: 3 clusters Score -420127.7 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -420262.687500 Penalty: 4079.318359
	Iteration 2F: 3 clusters Score -420262.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -420339.375000 Penalty: 4079.318359
	Iteration 3Q: 3 clusters Score -420339.4 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -420388.562500 Penalty: 4079.318359
	Iteration 4Q: 3 clusters Score -420388.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -420424.093750 Penalty: 4079.318359
	Iteration 5Q: 3 clusters Score -420424.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -420451.812500 Penalty: 4079.318359
	Iteration 6Q: 3 clusters Score -420451.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -420474.593750 Penalty: 4079.318359
	Iteration 7Q: 3 clusters Score -420474.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -420488.031250 Penalty: 4079.318359
	Iteration 8Q: 3 clusters Score -420488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -420499.062500 Penalty: 4079.318359
	Iteration 9Q: 3 clusters Score -420499.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -420508.718750 Penalty: 4079.318359
	Iteration 10Q: 3 clusters Score -420508.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -420514.781250 Penalty: 4079.318359
	Iteration 11Q: 3 clusters Score -420514.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -420521.937500 Penalty: 4079.318359
	Iteration 12Q: 3 clusters Score -420521.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -420527.218750 Penalty: 4079.318359
	Iteration 13Q: 3 clusters Score -420527.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -420531.406250 Penalty: 4079.318359
	Iteration 14Q: 3 clusters Score -420531.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -420536.687500 Penalty: 4079.318359
	Iteration 15Q: 3 clusters Score -420536.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -420545.343750 Penalty: 4079.318359
	Iteration 16Q: 3 clusters Score -420545.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -420555.250000 Penalty: 4079.318359
	Iteration 17Q: 3 clusters Score -420555.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -420567.375000 Penalty: 4079.318359
	Iteration 18Q: 3 clusters Score -420567.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -420575.718750 Penalty: 4079.318359
	Iteration 19Q: 3 clusters Score -420575.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -420585.187500 Penalty: 4079.318359
	Iteration 20F: 3 clusters Score -420585.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -420594.812500 Penalty: 4079.318359
	Iteration 21Q: 3 clusters Score -420594.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -420599.500000 Penalty: 4079.318359
	Iteration 22Q: 3 clusters Score -420599.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -420605.437500 Penalty: 4079.318359
	Iteration 23Q: 3 clusters Score -420605.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -420612.375000 Penalty: 4079.318359
	Iteration 24Q: 3 clusters Score -420612.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -420617.187500 Penalty: 4079.318359
	Iteration 25Q: 3 clusters Score -420617.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -420621.750000 Penalty: 4079.318359
	Iteration 26Q: 3 clusters Score -420621.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -420624.937500 Penalty: 4079.318359
	Iteration 27Q: 3 clusters Score -420624.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -420629.625000 Penalty: 4079.318359
	Iteration 28Q: 3 clusters Score -420629.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -420633.281250 Penalty: 4079.318359
	Iteration 29Q: 3 clusters Score -420633.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -420635.968750 Penalty: 4079.318359
	Iteration 30Q: 3 clusters Score -420636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -420637.406250 Penalty: 4079.318359
	Iteration 31Q: 3 clusters Score -420637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -420638.687500 Penalty: 4079.318359
	Iteration 32Q: 3 clusters Score -420638.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -420640.593750 Penalty: 4079.318359
	Iteration 33Q: 3 clusters Score -420640.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -420640.343750 Penalty: 4079.318359
	Iteration 34Q: 3 clusters Score -420640.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -420640.343750 Penalty: 4079.318359
	Iteration 35F: 3 clusters Score -420640.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Entering Unmasked Estep 
Score: -772552.500000 Penalty: 2192.463867
	Iteration 0F: 2 clusters Score -772552.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -766795.562500 Penalty: 4384.927734
	Iteration 0F: 3 clusters Score -766795.6 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -768329.750000 Penalty: 4384.927734
	Iteration 1F: 3 clusters Score -768329.8 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -768584.937500 Penalty: 4384.927734
	Iteration 2F: 3 clusters Score -768584.9 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -768751.625000 Penalty: 4384.927734
	Iteration 3Q: 3 clusters Score -768751.6 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -768893.437500 Penalty: 4384.927734
	Iteration 4Q: 3 clusters Score -768893.4 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -769008.437500 Penalty: 4384.927734
	Iteration 5Q: 3 clusters Score -769008.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -769104.187500 Penalty: 4384.927734
	Iteration 6Q: 3 clusters Score -769104.2 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -769199.375000 Penalty: 4384.927734
	Iteration 7Q: 3 clusters Score -769199.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -769309.437500 Penalty: 4384.927734
	Iteration 8Q: 3 clusters Score -769309.4 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -769428.437500 Penalty: 4384.927734
	Iteration 9Q: 3 clusters Score -769428.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -769528.437500 Penalty: 4384.927734
	Iteration 10Q: 3 clusters Score -769528.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -769618.562500 Penalty: 4384.927734
	Iteration 11Q: 3 clusters Score -769618.6 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -769702.312500 Penalty: 4384.927734
	Iteration 12Q: 3 clusters Score -769702.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -769788.562500 Penalty: 4384.927734
	Iteration 13Q: 3 clusters Score -769788.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -769864.687500 Penalty: 4384.927734
	Iteration 14Q: 3 clusters Score -769864.7 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -769957.125000 Penalty: 4384.927734
	Iteration 15Q: 3 clusters Score -769957.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -770051.812500 Penalty: 4384.927734
	Iteration 16Q: 3 clusters Score -770051.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -770138.875000 Penalty: 4384.927734
	Iteration 17Q: 3 clusters Score -770138.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -770226.000000 Penalty: 4384.927734
	Iteration 18Q: 3 clusters Score -770226 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -770305.437500 Penalty: 4384.927734
	Iteration 19Q: 3 clusters Score -770305.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -770367.562500 Penalty: 4384.927734
	Iteration 20F: 3 clusters Score -770367.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -770411.000000 Penalty: 4384.927734
	Iteration 21Q: 3 clusters Score -770411 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -770454.250000 Penalty: 4384.927734
	Iteration 22Q: 3 clusters Score -770454.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -770484.375000 Penalty: 4384.927734
	Iteration 23Q: 3 clusters Score -770484.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -770510.687500 Penalty: 4384.927734
	Iteration 24Q: 3 clusters Score -770510.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -770527.562500 Penalty: 4384.927734
	Iteration 25Q: 3 clusters Score -770527.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -770541.562500 Penalty: 4384.927734
	Iteration 26Q: 3 clusters Score -770541.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -770552.750000 Penalty: 4384.927734
	Iteration 27Q: 3 clusters Score -770552.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -770564.875000 Penalty: 4384.927734
	Iteration 28Q: 3 clusters Score -770564.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -770577.187500 Penalty: 4384.927734
	Iteration 29Q: 3 clusters Score -770577.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -770586.312500 Penalty: 4384.927734
	Iteration 30Q: 3 clusters Score -770586.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -770596.625000 Penalty: 4384.927734
	Iteration 31Q: 3 clusters Score -770596.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -770603.062500 Penalty: 4384.927734
	Iteration 32Q: 3 clusters Score -770603.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -770610.312500 Penalty: 4384.927734
	Iteration 33Q: 3 clusters Score -770610.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -770618.312500 Penalty: 4384.927734
	Iteration 34Q: 3 clusters Score -770618.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -770620.312500 Penalty: 4384.927734
	Iteration 35Q: 3 clusters Score -770620.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -770622.937500 Penalty: 4384.927734
	Iteration 36Q: 3 clusters Score -770622.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -770623.812500 Penalty: 4384.927734
	Iteration 37Q: 3 clusters Score -770623.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -770628.437500 Penalty: 4384.927734
	Iteration 38Q: 3 clusters Score -770628.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -770628.875000 Penalty: 4384.927734
	Iteration 39Q: 3 clusters Score -770628.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -770631.437500 Penalty: 4384.927734
	Iteration 40F: 3 clusters Score -770631.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -770633.125000 Penalty: 4384.927734
	Iteration 41Q: 3 clusters Score -770633.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -770635.937500 Penalty: 4384.927734
	Iteration 42Q: 3 clusters Score -770635.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -770635.062500 Penalty: 4384.927734
	Iteration 43Q: 3 clusters Score -770635.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -770635.062500 Penalty: 4384.927734
	Iteration 44F: 3 clusters Score -770635.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Entering Unmasked Estep 
Score: -6643556.000000 Penalty: 2716.911377
	Iteration 0F: 2 clusters Score -6643556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -6605349.500000 Penalty: 5433.822754
	Iteration 0F: 3 clusters Score -6605350 nChanged 26443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 29097 members 
Entering Unmasked Estep 
Score: -6619682.000000 Penalty: 5433.822754
	Iteration 1F: 3 clusters Score -6619682 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 29393 members 
Entering Unmasked Estep 
Score: -6620165.000000 Penalty: 5433.822754
	Iteration 2Q: 3 clusters Score -6620165 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27462 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -6620612.500000 Penalty: 5433.822754
	Iteration 3Q: 3 clusters Score -6620612 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26948 members 
Mstep: Class 2 contains 30308 members 
Entering Unmasked Estep 
Score: -6620972.500000 Penalty: 5433.822754
	Iteration 4Q: 3 clusters Score -6620972 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26136 members 
Mstep: Class 2 contains 31120 members 
Entering Unmasked Estep 
Score: -6621390.000000 Penalty: 5433.822754
	Iteration 5Q: 3 clusters Score -6621390 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 32241 members 
Entering Unmasked Estep 
Score: -6621836.000000 Penalty: 5433.822754
	Iteration 6Q: 3 clusters Score -6621836 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 33830 members 
Entering Unmasked Estep 
Score: -6622449.500000 Penalty: 5433.822754
	Iteration 7Q: 3 clusters Score -6622450 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21194 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -6623404.000000 Penalty: 5433.822754
	Iteration 8Q: 3 clusters Score -6623404 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -6625034.500000 Penalty: 5433.822754
	Iteration 9F: 3 clusters Score -6625034 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 42848 members 
Entering Unmasked Estep 
Score: -6627744.000000 Penalty: 5433.822754
	Iteration 10F: 3 clusters Score -6627744 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 47288 members 
Entering Unmasked Estep 
Score: -6631514.500000 Penalty: 5433.822754
	Iteration 11F: 3 clusters Score -6631514 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -6635732.500000 Penalty: 5433.822754
	Iteration 12F: 3 clusters Score -6635732 nChanged 3060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 54676 members 
Entering Unmasked Estep 
Score: -6638763.500000 Penalty: 5433.822754
	Iteration 13F: 3 clusters Score -6638764 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 56235 members 
Entering Unmasked Estep 
Score: -6640309.000000 Penalty: 5433.822754
	Iteration 14Q: 3 clusters Score -6640309 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 56758 members 
Entering Unmasked Estep 
Score: -6640830.500000 Penalty: 5433.822754
	Iteration 15Q: 3 clusters Score -6640830 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 56923 members 
Entering Unmasked Estep 
Score: -6641020.500000 Penalty: 5433.822754
	Iteration 16Q: 3 clusters Score -6641020 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -6641081.500000 Penalty: 5433.822754
	Iteration 17Q: 3 clusters Score -6641082 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -6641107.000000 Penalty: 5433.822754
	Iteration 18Q: 3 clusters Score -6641107 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -6641125.500000 Penalty: 5433.822754
	Iteration 19Q: 3 clusters Score -6641126 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -6641148.500000 Penalty: 5433.822754
	Iteration 20F: 3 clusters Score -6641148 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 57008 members 
Entering Unmasked Estep 
Score: -6641162.500000 Penalty: 5433.822754
	Iteration 21Q: 3 clusters Score -6641162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 57012 members 
Entering Unmasked Estep 
Score: -6641164.500000 Penalty: 5433.822754
	Iteration 22Q: 3 clusters Score -6641164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -6641167.000000 Penalty: 5433.822754
	Iteration 23Q: 3 clusters Score -6641167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -6641167.000000 Penalty: 5433.822754
	Iteration 24F: 3 clusters Score -6641167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -251862.781250 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -251862.8 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 1191 members 
Entering Unmasked Estep 
Score: -248958.859375 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -248958.9 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -249530.765625 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -249530.8 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -249698.828125 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -249698.8 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -249779.125000 Penalty: 3862.952881
	Iteration 3Q: 3 clusters Score -249779.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -249815.875000 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -249815.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -249832.796875 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -249832.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -249846.015625 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -249846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -249858.578125 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -249858.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -249871.296875 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -249871.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -249881.843750 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -249881.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -249900.968750 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -249901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -249916.312500 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -249916.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -249936.312500 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -249936.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -249963.515625 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -249963.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -249996.968750 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -249997 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -250024.265625 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -250024.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -250043.406250 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -250043.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -250060.859375 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -250060.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -250072.718750 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -250072.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -250088.343750 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -250088.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -250097.359375 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -250097.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -250104.796875 Penalty: 3862.952881
	Iteration 21Q: 3 clusters Score -250104.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -250112.546875 Penalty: 3862.952881
	Iteration 22Q: 3 clusters Score -250112.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -250118.500000 Penalty: 3862.952881
	Iteration 23Q: 3 clusters Score -250118.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -250121.781250 Penalty: 3862.952881
	Iteration 24Q: 3 clusters Score -250121.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -250125.843750 Penalty: 3862.952881
	Iteration 25Q: 3 clusters Score -250125.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -250128.359375 Penalty: 3862.952881
	Iteration 26Q: 3 clusters Score -250128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -250130.046875 Penalty: 3862.952881
	Iteration 27Q: 3 clusters Score -250130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -250130.046875 Penalty: 3862.952881
	Iteration 28F: 3 clusters Score -250130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (239008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239008 members 
Entering Unmasked Estep 
Score: -28109658.000000 Penalty: 3071.294678
	Iteration 0F: 2 clusters Score -2.810966e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119470 members 
Mstep: Class 2 contains 119538 members 
Entering Unmasked Estep 
Score: -27957656.000000 Penalty: 6142.589355
	Iteration 0F: 3 clusters Score -2.795766e+07 nChanged 115486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118572 members 
Mstep: Class 2 contains 120436 members 
Entering Unmasked Estep 
Score: -28025130.000000 Penalty: 6142.589355
	Iteration 1F: 3 clusters Score -2.802513e+07 nChanged 6529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117517 members 
Mstep: Class 2 contains 121491 members 
Entering Unmasked Estep 
Score: -28026512.000000 Penalty: 6142.589355
	Iteration 2Q: 3 clusters Score -2.802651e+07 nChanged 7346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115779 members 
Mstep: Class 2 contains 123229 members 
Entering Unmasked Estep 
Score: -28028560.000000 Penalty: 6142.589355
	Iteration 3Q: 3 clusters Score -2.802856e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113107 members 
Mstep: Class 2 contains 125901 members 
Entering Unmasked Estep 
Score: -28031654.000000 Penalty: 6142.589355
	Iteration 4Q: 3 clusters Score -2.803165e+07 nChanged 11065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108886 members 
Mstep: Class 2 contains 130122 members 
Entering Unmasked Estep 
Score: -28036764.000000 Penalty: 6142.589355
	Iteration 5Q: 3 clusters Score -2.803676e+07 nChanged 13910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102802 members 
Mstep: Class 2 contains 136206 members 
Entering Unmasked Estep 
Score: -28045176.000000 Penalty: 6142.589355
	Iteration 6F: 3 clusters Score -2.804518e+07 nChanged 16575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95087 members 
Mstep: Class 2 contains 143921 members 
Entering Unmasked Estep 
Score: -28057224.000000 Penalty: 6142.589355
	Iteration 7F: 3 clusters Score -2.805722e+07 nChanged 17880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86675 members 
Mstep: Class 2 contains 152333 members 
Entering Unmasked Estep 
Score: -28071804.000000 Penalty: 6142.589355
	Iteration 8F: 3 clusters Score -2.80718e+07 nChanged 16120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79351 members 
Mstep: Class 2 contains 159657 members 
Entering Unmasked Estep 
Score: -28083728.000000 Penalty: 6142.589355
	Iteration 9F: 3 clusters Score -2.808373e+07 nChanged 11913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73588 members 
Mstep: Class 2 contains 165420 members 
Entering Unmasked Estep 
Score: -28090156.000000 Penalty: 6142.589355
	Iteration 10Q: 3 clusters Score -2.809016e+07 nChanged 7632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 170596 members 
Entering Unmasked Estep 
Score: -28093050.000000 Penalty: 6142.589355
	Iteration 11Q: 3 clusters Score -2.809305e+07 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63101 members 
Mstep: Class 2 contains 175907 members 
Entering Unmasked Estep 
Score: -28094708.000000 Penalty: 6142.589355
	Iteration 12Q: 3 clusters Score -2.809471e+07 nChanged 5694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57497 members 
Mstep: Class 2 contains 181511 members 
Entering Unmasked Estep 
Score: -28096182.000000 Penalty: 6142.589355
	Iteration 13Q: 3 clusters Score -2.809618e+07 nChanged 5919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 187410 members 
Entering Unmasked Estep 
Score: -28097812.000000 Penalty: 6142.589355
	Iteration 14Q: 3 clusters Score -2.809781e+07 nChanged 5746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45878 members 
Mstep: Class 2 contains 193130 members 
Entering Unmasked Estep 
Score: -28099340.000000 Penalty: 6142.589355
	Iteration 15Q: 3 clusters Score -2.809934e+07 nChanged 5597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40305 members 
Mstep: Class 2 contains 198703 members 
Entering Unmasked Estep 
Score: -28100698.000000 Penalty: 6142.589355
	Iteration 16Q: 3 clusters Score -2.81007e+07 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 203939 members 
Entering Unmasked Estep 
Score: -28102016.000000 Penalty: 6142.589355
	Iteration 17Q: 3 clusters Score -2.810202e+07 nChanged 4941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 208864 members 
Entering Unmasked Estep 
Score: -28103098.000000 Penalty: 6142.589355
	Iteration 18Q: 3 clusters Score -2.81031e+07 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25841 members 
Mstep: Class 2 contains 213167 members 
Entering Unmasked Estep 
Score: -28103992.000000 Penalty: 6142.589355
	Iteration 19Q: 3 clusters Score -2.810399e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22138 members 
Mstep: Class 2 contains 216870 members 
Entering Unmasked Estep 
Score: -28104608.000000 Penalty: 6142.589355
	Iteration 20F: 3 clusters Score -2.810461e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 220000 members 
Entering Unmasked Estep 
Score: -28105398.000000 Penalty: 6142.589355
	Iteration 21Q: 3 clusters Score -2.81054e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16335 members 
Mstep: Class 2 contains 222673 members 
Entering Unmasked Estep 
Score: -28106050.000000 Penalty: 6142.589355
	Iteration 22Q: 3 clusters Score -2.810605e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 224906 members 
Entering Unmasked Estep 
Score: -28106508.000000 Penalty: 6142.589355
	Iteration 23Q: 3 clusters Score -2.810651e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 226767 members 
Entering Unmasked Estep 
Score: -28106758.000000 Penalty: 6142.589355
	Iteration 24Q: 3 clusters Score -2.810676e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 228338 members 
Entering Unmasked Estep 
Score: -28107088.000000 Penalty: 6142.589355
	Iteration 25Q: 3 clusters Score -2.810709e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 229659 members 
Entering Unmasked Estep 
Score: -28107466.000000 Penalty: 6142.589355
	Iteration 26Q: 3 clusters Score -2.810747e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 230765 members 
Entering Unmasked Estep 
Score: -28107586.000000 Penalty: 6142.589355
	Iteration 27Q: 3 clusters Score -2.810759e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 231629 members 
Entering Unmasked Estep 
Score: -28107578.000000 Penalty: 6142.589355
	Iteration 28Q: 3 clusters Score -2.810758e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 232368 members 
Entering Unmasked Estep 
Score: -28107752.000000 Penalty: 6142.589355
	Iteration 29Q: 3 clusters Score -2.810775e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 232980 members 
Entering Unmasked Estep 
Score: -28107800.000000 Penalty: 6142.589355
	Iteration 30Q: 3 clusters Score -2.81078e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 233501 members 
Entering Unmasked Estep 
Score: -28107802.000000 Penalty: 6142.589355
	Iteration 31Q: 3 clusters Score -2.81078e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 233937 members 
Entering Unmasked Estep 
Score: -28107930.000000 Penalty: 6142.589355
	Iteration 32Q: 3 clusters Score -2.810793e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 234268 members 
Entering Unmasked Estep 
Score: -28107938.000000 Penalty: 6142.589355
	Iteration 33Q: 3 clusters Score -2.810794e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 234549 members 
Entering Unmasked Estep 
Score: -28107936.000000 Penalty: 6142.589355
	Iteration 34Q: 3 clusters Score -2.810794e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 234783 members 
Entering Unmasked Estep 
Score: -28107988.000000 Penalty: 6142.589355
	Iteration 35Q: 3 clusters Score -2.810799e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 235003 members 
Entering Unmasked Estep 
Score: -28107958.000000 Penalty: 6142.589355
	Iteration 36Q: 3 clusters Score -2.810796e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 235185 members 
Entering Unmasked Estep 
Score: -28107964.000000 Penalty: 6142.589355
	Iteration 37Q: 3 clusters Score -2.810796e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 235336 members 
Entering Unmasked Estep 
Score: -28107954.000000 Penalty: 6142.589355
	Iteration 38Q: 3 clusters Score -2.810795e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 235466 members 
Entering Unmasked Estep 
Score: -28107906.000000 Penalty: 6142.589355
	Iteration 39Q: 3 clusters Score -2.810791e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 235580 members 
Entering Unmasked Estep 
Score: -28107914.000000 Penalty: 6142.589355
	Iteration 40F: 3 clusters Score -2.810791e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 235680 members 
Entering Unmasked Estep 
Score: -28107916.000000 Penalty: 6142.589355
	Iteration 41Q: 3 clusters Score -2.810792e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 235773 members 
Entering Unmasked Estep 
Score: -28107928.000000 Penalty: 6142.589355
	Iteration 42Q: 3 clusters Score -2.810793e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 235858 members 
Entering Unmasked Estep 
Score: -28107898.000000 Penalty: 6142.589355
	Iteration 43Q: 3 clusters Score -2.81079e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 235931 members 
Entering Unmasked Estep 
Score: -28107910.000000 Penalty: 6142.589355
	Iteration 44Q: 3 clusters Score -2.810791e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 235997 members 
Entering Unmasked Estep 
Score: -28107886.000000 Penalty: 6142.589355
	Iteration 45Q: 3 clusters Score -2.810789e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 236057 members 
Entering Unmasked Estep 
Score: -28107892.000000 Penalty: 6142.589355
	Iteration 46Q: 3 clusters Score -2.810789e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 236108 members 
Entering Unmasked Estep 
Score: -28107900.000000 Penalty: 6142.589355
	Iteration 47Q: 3 clusters Score -2.81079e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 236152 members 
Entering Unmasked Estep 
Score: -28107948.000000 Penalty: 6142.589355
	Iteration 48Q: 3 clusters Score -2.810795e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 236185 members 
Entering Unmasked Estep 
Score: -28107952.000000 Penalty: 6142.589355
	Iteration 49Q: 3 clusters Score -2.810795e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 236223 members 
Entering Unmasked Estep 
Score: -28107956.000000 Penalty: 6142.589355
	Iteration 50Q: 3 clusters Score -2.810796e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 236258 members 
Entering Unmasked Estep 
Score: -28107960.000000 Penalty: 6142.589355
	Iteration 51Q: 3 clusters Score -2.810796e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 236287 members 
Entering Unmasked Estep 
Score: -28107964.000000 Penalty: 6142.589355
	Iteration 52Q: 3 clusters Score -2.810796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 236309 members 
Entering Unmasked Estep 
Score: -28107956.000000 Penalty: 6142.589355
	Iteration 53Q: 3 clusters Score -2.810796e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 236327 members 
Entering Unmasked Estep 
Score: -28107962.000000 Penalty: 6142.589355
	Iteration 54Q: 3 clusters Score -2.810796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 236345 members 
Entering Unmasked Estep 
Score: -28107970.000000 Penalty: 6142.589355
	Iteration 55Q: 3 clusters Score -2.810797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 236356 members 
Entering Unmasked Estep 
Score: -28107986.000000 Penalty: 6142.589355
	Iteration 56Q: 3 clusters Score -2.810799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 236367 members 
Entering Unmasked Estep 
Score: -28107998.000000 Penalty: 6142.589355
	Iteration 57Q: 3 clusters Score -2.8108e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 236378 members 
Entering Unmasked Estep 
Score: -28107984.000000 Penalty: 6142.589355
	Iteration 58Q: 3 clusters Score -2.810798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 236387 members 
Entering Unmasked Estep 
Score: -28107980.000000 Penalty: 6142.589355
	Iteration 59Q: 3 clusters Score -2.810798e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 236398 members 
Entering Unmasked Estep 
Score: -28107974.000000 Penalty: 6142.589355
	Iteration 60F: 3 clusters Score -2.810797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 236410 members 
Entering Unmasked Estep 
Score: -28107986.000000 Penalty: 6142.589355
	Iteration 61Q: 3 clusters Score -2.810799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 236422 members 
Entering Unmasked Estep 
Score: -28107982.000000 Penalty: 6142.589355
	Iteration 62Q: 3 clusters Score -2.810798e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 236436 members 
Entering Unmasked Estep 
Score: -28108006.000000 Penalty: 6142.589355
	Iteration 63Q: 3 clusters Score -2.810801e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 236448 members 
Entering Unmasked Estep 
Score: -28107996.000000 Penalty: 6142.589355
	Iteration 64Q: 3 clusters Score -2.8108e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 236468 members 
Entering Unmasked Estep 
Score: -28107998.000000 Penalty: 6142.589355
	Iteration 65Q: 3 clusters Score -2.8108e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 236482 members 
Entering Unmasked Estep 
Score: -28107982.000000 Penalty: 6142.589355
	Iteration 66Q: 3 clusters Score -2.810798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 236496 members 
Entering Unmasked Estep 
Score: -28107980.000000 Penalty: 6142.589355
	Iteration 67Q: 3 clusters Score -2.810798e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 236510 members 
Entering Unmasked Estep 
Score: -28107990.000000 Penalty: 6142.589355
	Iteration 68Q: 3 clusters Score -2.810799e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 236524 members 
Entering Unmasked Estep 
Score: -28107992.000000 Penalty: 6142.589355
	Iteration 69Q: 3 clusters Score -2.810799e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 236540 members 
Entering Unmasked Estep 
Score: -28107994.000000 Penalty: 6142.589355
	Iteration 70Q: 3 clusters Score -2.810799e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 236561 members 
Entering Unmasked Estep 
Score: -28107984.000000 Penalty: 6142.589355
	Iteration 71Q: 3 clusters Score -2.810798e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 236581 members 
Entering Unmasked Estep 
Score: -28107978.000000 Penalty: 6142.589355
	Iteration 72Q: 3 clusters Score -2.810798e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 236603 members 
Entering Unmasked Estep 
Score: -28108002.000000 Penalty: 6142.589355
	Iteration 73Q: 3 clusters Score -2.8108e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 236626 members 
Entering Unmasked Estep 
Score: -28107998.000000 Penalty: 6142.589355
	Iteration 74Q: 3 clusters Score -2.8108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 236650 members 
Entering Unmasked Estep 
Score: -28108002.000000 Penalty: 6142.589355
	Iteration 75Q: 3 clusters Score -2.8108e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 236674 members 
Entering Unmasked Estep 
Score: -28107982.000000 Penalty: 6142.589355
	Iteration 76Q: 3 clusters Score -2.810798e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 236692 members 
Entering Unmasked Estep 
Score: -28107994.000000 Penalty: 6142.589355
	Iteration 77Q: 3 clusters Score -2.810799e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 236712 members 
Entering Unmasked Estep 
Score: -28107990.000000 Penalty: 6142.589355
	Iteration 78Q: 3 clusters Score -2.810799e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 236725 members 
Entering Unmasked Estep 
Score: -28108002.000000 Penalty: 6142.589355
	Iteration 79Q: 3 clusters Score -2.8108e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 236735 members 
Entering Unmasked Estep 
Score: -28108002.000000 Penalty: 6142.589355
	Iteration 80F: 3 clusters Score -2.8108e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 236747 members 
Entering Unmasked Estep 
Score: -28108002.000000 Penalty: 6142.589355
	Iteration 81Q: 3 clusters Score -2.8108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 236756 members 
Entering Unmasked Estep 
Score: -28108020.000000 Penalty: 6142.589355
	Iteration 82Q: 3 clusters Score -2.810802e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 236767 members 
Entering Unmasked Estep 
Score: -28107972.000000 Penalty: 6142.589355
	Iteration 83Q: 3 clusters Score -2.810797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 236773 members 
Entering Unmasked Estep 
Score: -28107970.000000 Penalty: 6142.589355
	Iteration 84Q: 3 clusters Score -2.810797e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 236777 members 
Entering Unmasked Estep 
Score: -28107946.000000 Penalty: 6142.589355
	Iteration 85Q: 3 clusters Score -2.810795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 236780 members 
Entering Unmasked Estep 
Score: -28107942.000000 Penalty: 6142.589355
	Iteration 86Q: 3 clusters Score -2.810794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 236783 members 
Entering Unmasked Estep 
Score: -28107966.000000 Penalty: 6142.589355
	Iteration 87Q: 3 clusters Score -2.810797e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 236786 members 
Entering Unmasked Estep 
Score: -28107974.000000 Penalty: 6142.589355
	Iteration 88Q: 3 clusters Score -2.810797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 236788 members 
Entering Unmasked Estep 
Score: -28107998.000000 Penalty: 6142.589355
	Iteration 89Q: 3 clusters Score -2.8108e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 236788 members 
Entering Unmasked Estep 
Score: -28107998.000000 Penalty: 6142.589355
	Iteration 90F: 3 clusters Score -2.8108e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Entering Unmasked Estep 
Score: -2446674.500000 Penalty: 2507.635986
	Iteration 0F: 2 clusters Score -2446674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2429530.500000 Penalty: 5015.271973
	Iteration 0F: 3 clusters Score -2429530 nChanged 11080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2435817.750000 Penalty: 5015.271973
	Iteration 1F: 3 clusters Score -2435818 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2436631.750000 Penalty: 5015.271973
	Iteration 2F: 3 clusters Score -2436632 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -2437554.000000 Penalty: 5015.271973
	Iteration 3F: 3 clusters Score -2437554 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -2438547.250000 Penalty: 5015.271973
	Iteration 4F: 3 clusters Score -2438547 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2439671.250000 Penalty: 5015.271973
	Iteration 5F: 3 clusters Score -2439671 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2440793.750000 Penalty: 5015.271973
	Iteration 6F: 3 clusters Score -2440794 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -2441823.750000 Penalty: 5015.271973
	Iteration 7F: 3 clusters Score -2441824 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -2442551.500000 Penalty: 5015.271973
	Iteration 8Q: 3 clusters Score -2442552 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -2443061.500000 Penalty: 5015.271973
	Iteration 9Q: 3 clusters Score -2443062 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 19972 members 
Entering Unmasked Estep 
Score: -2443415.000000 Penalty: 5015.271973
	Iteration 10Q: 3 clusters Score -2443415 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2443678.500000 Penalty: 5015.271973
	Iteration 11Q: 3 clusters Score -2443678 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2443918.500000 Penalty: 5015.271973
	Iteration 12Q: 3 clusters Score -2443918 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -2444109.000000 Penalty: 5015.271973
	Iteration 13Q: 3 clusters Score -2444109 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -2444277.000000 Penalty: 5015.271973
	Iteration 14Q: 3 clusters Score -2444277 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2444437.250000 Penalty: 5015.271973
	Iteration 15Q: 3 clusters Score -2444437 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -2444562.500000 Penalty: 5015.271973
	Iteration 16Q: 3 clusters Score -2444562 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2444689.000000 Penalty: 5015.271973
	Iteration 17Q: 3 clusters Score -2444689 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -2444805.000000 Penalty: 5015.271973
	Iteration 18Q: 3 clusters Score -2444805 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2444911.000000 Penalty: 5015.271973
	Iteration 19Q: 3 clusters Score -2444911 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2444988.000000 Penalty: 5015.271973
	Iteration 20F: 3 clusters Score -2444988 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -2445051.250000 Penalty: 5015.271973
	Iteration 21Q: 3 clusters Score -2445051 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -2445100.750000 Penalty: 5015.271973
	Iteration 22Q: 3 clusters Score -2445101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -2445142.250000 Penalty: 5015.271973
	Iteration 23Q: 3 clusters Score -2445142 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -2445165.250000 Penalty: 5015.271973
	Iteration 24Q: 3 clusters Score -2445165 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -2445183.000000 Penalty: 5015.271973
	Iteration 25Q: 3 clusters Score -2445183 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2445193.250000 Penalty: 5015.271973
	Iteration 26Q: 3 clusters Score -2445193 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2445202.500000 Penalty: 5015.271973
	Iteration 27Q: 3 clusters Score -2445202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -2445212.500000 Penalty: 5015.271973
	Iteration 28Q: 3 clusters Score -2445212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2445213.000000 Penalty: 5015.271973
	Iteration 29Q: 3 clusters Score -2445213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2445217.500000 Penalty: 5015.271973
	Iteration 30Q: 3 clusters Score -2445218 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -2445216.250000 Penalty: 5015.271973
	Iteration 31Q: 3 clusters Score -2445216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2445223.000000 Penalty: 5015.271973
	Iteration 32Q: 3 clusters Score -2445223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2445222.000000 Penalty: 5015.271973
	Iteration 33Q: 3 clusters Score -2445222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -2445225.000000 Penalty: 5015.271973
	Iteration 34Q: 3 clusters Score -2445225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -2445226.500000 Penalty: 5015.271973
	Iteration 35Q: 3 clusters Score -2445226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2445229.000000 Penalty: 5015.271973
	Iteration 36Q: 3 clusters Score -2445229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2445230.250000 Penalty: 5015.271973
	Iteration 37Q: 3 clusters Score -2445230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 22832 members 
Entering Unmasked Estep 
Score: -2445229.250000 Penalty: 5015.271973
	Iteration 38Q: 3 clusters Score -2445229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 22837 members 
Entering Unmasked Estep 
Score: -2445231.750000 Penalty: 5015.271973
	Iteration 39Q: 3 clusters Score -2445232 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2445240.000000 Penalty: 5015.271973
	Iteration 40F: 3 clusters Score -2445240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -2445243.750000 Penalty: 5015.271973
	Iteration 41Q: 3 clusters Score -2445244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2445239.750000 Penalty: 5015.271973
	Iteration 42Q: 3 clusters Score -2445240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2445239.250000 Penalty: 5015.271973
	Iteration 43Q: 3 clusters Score -2445239 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2445239.500000 Penalty: 5015.271973
	Iteration 44Q: 3 clusters Score -2445240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -2445239.500000 Penalty: 5015.271973
	Iteration 45Q: 3 clusters Score -2445240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 22858 members 
Entering Unmasked Estep 
Score: -2445243.250000 Penalty: 5015.271973
	Iteration 46Q: 3 clusters Score -2445243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2445242.750000 Penalty: 5015.271973
	Iteration 47Q: 3 clusters Score -2445243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2445242.750000 Penalty: 5015.271973
	Iteration 48Q: 3 clusters Score -2445243 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2445244.500000 Penalty: 5015.271973
	Iteration 49Q: 3 clusters Score -2445244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -2445244.500000 Penalty: 5015.271973
	Iteration 50F: 3 clusters Score -2445244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Entering Unmasked Estep 
Score: -2075203.750000 Penalty: 2436.207031
	Iteration 0F: 2 clusters Score -2075204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2062245.750000 Penalty: 4872.414062
	Iteration 0F: 3 clusters Score -2062246 nChanged 8041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2066607.250000 Penalty: 4872.414062
	Iteration 1F: 3 clusters Score -2066607 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -2067002.375000 Penalty: 4872.414062
	Iteration 2F: 3 clusters Score -2067002 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -2067317.625000 Penalty: 4872.414062
	Iteration 3Q: 3 clusters Score -2067318 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -2067598.500000 Penalty: 4872.414062
	Iteration 4Q: 3 clusters Score -2067598 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2067880.250000 Penalty: 4872.414062
	Iteration 5Q: 3 clusters Score -2067880 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2068198.750000 Penalty: 4872.414062
	Iteration 6Q: 3 clusters Score -2068199 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2068539.375000 Penalty: 4872.414062
	Iteration 7Q: 3 clusters Score -2068539 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2068876.250000 Penalty: 4872.414062
	Iteration 8Q: 3 clusters Score -2068876 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2069162.500000 Penalty: 4872.414062
	Iteration 9Q: 3 clusters Score -2069162 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2069482.875000 Penalty: 4872.414062
	Iteration 10Q: 3 clusters Score -2069483 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -2069782.375000 Penalty: 4872.414062
	Iteration 11Q: 3 clusters Score -2069782 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -2069995.750000 Penalty: 4872.414062
	Iteration 12Q: 3 clusters Score -2069996 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -2070184.125000 Penalty: 4872.414062
	Iteration 13Q: 3 clusters Score -2070184 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2070348.875000 Penalty: 4872.414062
	Iteration 14Q: 3 clusters Score -2070349 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2070483.875000 Penalty: 4872.414062
	Iteration 15Q: 3 clusters Score -2070484 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2070643.250000 Penalty: 4872.414062
	Iteration 16Q: 3 clusters Score -2070643 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2070803.250000 Penalty: 4872.414062
	Iteration 17Q: 3 clusters Score -2070803 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -2070974.125000 Penalty: 4872.414062
	Iteration 18Q: 3 clusters Score -2070974 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2071146.375000 Penalty: 4872.414062
	Iteration 19Q: 3 clusters Score -2071146 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2071256.500000 Penalty: 4872.414062
	Iteration 20F: 3 clusters Score -2071256 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2071333.625000 Penalty: 4872.414062
	Iteration 21Q: 3 clusters Score -2071334 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -2071399.750000 Penalty: 4872.414062
	Iteration 22Q: 3 clusters Score -2071400 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -2071452.750000 Penalty: 4872.414062
	Iteration 23Q: 3 clusters Score -2071453 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -2071502.500000 Penalty: 4872.414062
	Iteration 24Q: 3 clusters Score -2071502 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -2071557.375000 Penalty: 4872.414062
	Iteration 25Q: 3 clusters Score -2071557 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -2071605.250000 Penalty: 4872.414062
	Iteration 26Q: 3 clusters Score -2071605 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2071664.125000 Penalty: 4872.414062
	Iteration 27Q: 3 clusters Score -2071664 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2071717.875000 Penalty: 4872.414062
	Iteration 28Q: 3 clusters Score -2071718 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -2071784.375000 Penalty: 4872.414062
	Iteration 29Q: 3 clusters Score -2071784 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2071858.625000 Penalty: 4872.414062
	Iteration 30Q: 3 clusters Score -2071859 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -2071916.875000 Penalty: 4872.414062
	Iteration 31Q: 3 clusters Score -2071917 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2071969.125000 Penalty: 4872.414062
	Iteration 32Q: 3 clusters Score -2071969 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2072038.000000 Penalty: 4872.414062
	Iteration 33Q: 3 clusters Score -2072038 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2072100.625000 Penalty: 4872.414062
	Iteration 34Q: 3 clusters Score -2072101 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2072173.750000 Penalty: 4872.414062
	Iteration 35Q: 3 clusters Score -2072174 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2072256.500000 Penalty: 4872.414062
	Iteration 36Q: 3 clusters Score -2072256 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -2072318.875000 Penalty: 4872.414062
	Iteration 37Q: 3 clusters Score -2072319 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 14108 members 
Entering Unmasked Estep 
Score: -2072385.125000 Penalty: 4872.414062
	Iteration 38Q: 3 clusters Score -2072385 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2072433.750000 Penalty: 4872.414062
	Iteration 39Q: 3 clusters Score -2072434 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2072484.250000 Penalty: 4872.414062
	Iteration 40F: 3 clusters Score -2072484 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -2072525.500000 Penalty: 4872.414062
	Iteration 41Q: 3 clusters Score -2072526 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -2072566.375000 Penalty: 4872.414062
	Iteration 42Q: 3 clusters Score -2072566 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 14750 members 
Entering Unmasked Estep 
Score: -2072592.875000 Penalty: 4872.414062
	Iteration 43Q: 3 clusters Score -2072593 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2072626.000000 Penalty: 4872.414062
	Iteration 44Q: 3 clusters Score -2072626 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -2072639.250000 Penalty: 4872.414062
	Iteration 45Q: 3 clusters Score -2072639 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -2072658.000000 Penalty: 4872.414062
	Iteration 46Q: 3 clusters Score -2072658 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -2072681.625000 Penalty: 4872.414062
	Iteration 47Q: 3 clusters Score -2072682 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -2072690.125000 Penalty: 4872.414062
	Iteration 48Q: 3 clusters Score -2072690 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -2072704.750000 Penalty: 4872.414062
	Iteration 49Q: 3 clusters Score -2072705 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -2072718.250000 Penalty: 4872.414062
	Iteration 50Q: 3 clusters Score -2072718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2072732.500000 Penalty: 4872.414062
	Iteration 51Q: 3 clusters Score -2072732 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 15364 members 
Entering Unmasked Estep 
Score: -2072745.750000 Penalty: 4872.414062
	Iteration 52Q: 3 clusters Score -2072746 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -2072756.375000 Penalty: 4872.414062
	Iteration 53Q: 3 clusters Score -2072756 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -2072776.125000 Penalty: 4872.414062
	Iteration 54Q: 3 clusters Score -2072776 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 15519 members 
Entering Unmasked Estep 
Score: -2072789.375000 Penalty: 4872.414062
	Iteration 55Q: 3 clusters Score -2072789 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -2072806.250000 Penalty: 4872.414062
	Iteration 56Q: 3 clusters Score -2072806 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2072815.625000 Penalty: 4872.414062
	Iteration 57Q: 3 clusters Score -2072816 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2072826.875000 Penalty: 4872.414062
	Iteration 58Q: 3 clusters Score -2072827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2072841.625000 Penalty: 4872.414062
	Iteration 59Q: 3 clusters Score -2072842 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -2072851.000000 Penalty: 4872.414062
	Iteration 60F: 3 clusters Score -2072851 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -2072860.375000 Penalty: 4872.414062
	Iteration 61Q: 3 clusters Score -2072860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 15855 members 
Entering Unmasked Estep 
Score: -2072875.875000 Penalty: 4872.414062
	Iteration 62Q: 3 clusters Score -2072876 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 15899 members 
Entering Unmasked Estep 
Score: -2072882.000000 Penalty: 4872.414062
	Iteration 63Q: 3 clusters Score -2072882 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2072894.750000 Penalty: 4872.414062
	Iteration 64Q: 3 clusters Score -2072895 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -2072896.000000 Penalty: 4872.414062
	Iteration 65Q: 3 clusters Score -2072896 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -2072905.625000 Penalty: 4872.414062
	Iteration 66Q: 3 clusters Score -2072906 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 16057 members 
Entering Unmasked Estep 
Score: -2072919.375000 Penalty: 4872.414062
	Iteration 67Q: 3 clusters Score -2072919 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2072928.375000 Penalty: 4872.414062
	Iteration 68Q: 3 clusters Score -2072928 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -2072942.500000 Penalty: 4872.414062
	Iteration 69Q: 3 clusters Score -2072942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2072951.375000 Penalty: 4872.414062
	Iteration 70Q: 3 clusters Score -2072951 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -2072954.750000 Penalty: 4872.414062
	Iteration 71Q: 3 clusters Score -2072955 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2072972.875000 Penalty: 4872.414062
	Iteration 72Q: 3 clusters Score -2072973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2072979.750000 Penalty: 4872.414062
	Iteration 73Q: 3 clusters Score -2072980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -2072996.875000 Penalty: 4872.414062
	Iteration 74Q: 3 clusters Score -2072997 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2073016.250000 Penalty: 4872.414062
	Iteration 75Q: 3 clusters Score -2073016 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 16452 members 
Entering Unmasked Estep 
Score: -2073037.375000 Penalty: 4872.414062
	Iteration 76Q: 3 clusters Score -2073037 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2073047.375000 Penalty: 4872.414062
	Iteration 77Q: 3 clusters Score -2073047 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2073069.625000 Penalty: 4872.414062
	Iteration 78Q: 3 clusters Score -2073070 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -2073097.875000 Penalty: 4872.414062
	Iteration 79Q: 3 clusters Score -2073098 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -2073128.625000 Penalty: 4872.414062
	Iteration 80F: 3 clusters Score -2073129 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -2073155.750000 Penalty: 4872.414062
	Iteration 81Q: 3 clusters Score -2073156 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2073178.250000 Penalty: 4872.414062
	Iteration 82Q: 3 clusters Score -2073178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2073197.375000 Penalty: 4872.414062
	Iteration 83Q: 3 clusters Score -2073197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
Score: -2073211.625000 Penalty: 4872.414062
	Iteration 84Q: 3 clusters Score -2073212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2073228.500000 Penalty: 4872.414062
	Iteration 85Q: 3 clusters Score -2073228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2073247.875000 Penalty: 4872.414062
	Iteration 86Q: 3 clusters Score -2073248 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2073262.375000 Penalty: 4872.414062
	Iteration 87Q: 3 clusters Score -2073262 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2073279.000000 Penalty: 4872.414062
	Iteration 88Q: 3 clusters Score -2073279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -2073291.375000 Penalty: 4872.414062
	Iteration 89Q: 3 clusters Score -2073291 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -2073304.375000 Penalty: 4872.414062
	Iteration 90Q: 3 clusters Score -2073304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2073309.000000 Penalty: 4872.414062
	Iteration 91Q: 3 clusters Score -2073309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -2073313.375000 Penalty: 4872.414062
	Iteration 92Q: 3 clusters Score -2073313 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -2073319.250000 Penalty: 4872.414062
	Iteration 93Q: 3 clusters Score -2073319 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2073320.875000 Penalty: 4872.414062
	Iteration 94Q: 3 clusters Score -2073321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2073325.125000 Penalty: 4872.414062
	Iteration 95Q: 3 clusters Score -2073325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2073328.875000 Penalty: 4872.414062
	Iteration 96Q: 3 clusters Score -2073329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -2073335.125000 Penalty: 4872.414062
	Iteration 97Q: 3 clusters Score -2073335 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -2073333.500000 Penalty: 4872.414062
	Iteration 98Q: 3 clusters Score -2073334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2073341.250000 Penalty: 4872.414062
	Iteration 99Q: 3 clusters Score -2073341 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2073340.375000 Penalty: 4872.414062
	Iteration 100F: 3 clusters Score -2073340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2073338.750000 Penalty: 4872.414062
	Iteration 101Q: 3 clusters Score -2073339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2073341.250000 Penalty: 4872.414062
	Iteration 102Q: 3 clusters Score -2073341 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2073345.000000 Penalty: 4872.414062
	Iteration 103Q: 3 clusters Score -2073345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2073344.500000 Penalty: 4872.414062
	Iteration 104Q: 3 clusters Score -2073344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2073343.875000 Penalty: 4872.414062
	Iteration 105Q: 3 clusters Score -2073344 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 17186 members 
Entering Unmasked Estep 
Score: -2073343.875000 Penalty: 4872.414062
	Iteration 106F: 3 clusters Score -2073344 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39639 members 
Entering Unmasked Estep 
Score: -4466570.500000 Penalty: 2625.717041
	Iteration 0F: 2 clusters Score -4466570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
Score: -4439513.000000 Penalty: 5251.434082
	Iteration 0F: 3 clusters Score -4439513 nChanged 18252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19664 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -4449494.500000 Penalty: 5251.434082
	Iteration 1F: 3 clusters Score -4449494 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -4449996.500000 Penalty: 5251.434082
	Iteration 2Q: 3 clusters Score -4449996 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -4450477.000000 Penalty: 5251.434082
	Iteration 3Q: 3 clusters Score -4450477 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 20426 members 
Entering Unmasked Estep 
Score: -4450943.000000 Penalty: 5251.434082
	Iteration 4Q: 3 clusters Score -4450943 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4451394.000000 Penalty: 5251.434082
	Iteration 5Q: 3 clusters Score -4451394 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18587 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -4451894.000000 Penalty: 5251.434082
	Iteration 6Q: 3 clusters Score -4451894 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -4452427.500000 Penalty: 5251.434082
	Iteration 7Q: 3 clusters Score -4452428 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -4453001.500000 Penalty: 5251.434082
	Iteration 8Q: 3 clusters Score -4453002 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 22504 members 
Entering Unmasked Estep 
Score: -4453573.500000 Penalty: 5251.434082
	Iteration 9Q: 3 clusters Score -4453574 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 23155 members 
Entering Unmasked Estep 
Score: -4454177.500000 Penalty: 5251.434082
	Iteration 10Q: 3 clusters Score -4454178 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -4454863.000000 Penalty: 5251.434082
	Iteration 11Q: 3 clusters Score -4454863 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -4455591.000000 Penalty: 5251.434082
	Iteration 12Q: 3 clusters Score -4455591 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 25797 members 
Entering Unmasked Estep 
Score: -4456308.000000 Penalty: 5251.434082
	Iteration 13Q: 3 clusters Score -4456308 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 26787 members 
Entering Unmasked Estep 
Score: -4456983.500000 Penalty: 5251.434082
	Iteration 14Q: 3 clusters Score -4456984 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -4457583.500000 Penalty: 5251.434082
	Iteration 15Q: 3 clusters Score -4457584 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 28795 members 
Entering Unmasked Estep 
Score: -4458172.500000 Penalty: 5251.434082
	Iteration 16Q: 3 clusters Score -4458172 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 29815 members 
Entering Unmasked Estep 
Score: -4458691.500000 Penalty: 5251.434082
	Iteration 17Q: 3 clusters Score -4458692 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 30858 members 
Entering Unmasked Estep 
Score: -4459233.500000 Penalty: 5251.434082
	Iteration 18Q: 3 clusters Score -4459234 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -4459775.500000 Penalty: 5251.434082
	Iteration 19Q: 3 clusters Score -4459776 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -4460292.000000 Penalty: 5251.434082
	Iteration 20F: 3 clusters Score -4460292 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -4460841.500000 Penalty: 5251.434082
	Iteration 21Q: 3 clusters Score -4460842 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 34695 members 
Entering Unmasked Estep 
Score: -4461417.000000 Penalty: 5251.434082
	Iteration 22Q: 3 clusters Score -4461417 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -4461989.500000 Penalty: 5251.434082
	Iteration 23Q: 3 clusters Score -4461990 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 36236 members 
Entering Unmasked Estep 
Score: -4462495.500000 Penalty: 5251.434082
	Iteration 24Q: 3 clusters Score -4462496 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 36813 members 
Entering Unmasked Estep 
Score: -4462890.000000 Penalty: 5251.434082
	Iteration 25Q: 3 clusters Score -4462890 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 37274 members 
Entering Unmasked Estep 
Score: -4463208.000000 Penalty: 5251.434082
	Iteration 26Q: 3 clusters Score -4463208 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 37620 members 
Entering Unmasked Estep 
Score: -4463472.500000 Penalty: 5251.434082
	Iteration 27Q: 3 clusters Score -4463472 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
Score: -4463657.000000 Penalty: 5251.434082
	Iteration 28Q: 3 clusters Score -4463657 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
Score: -4463831.500000 Penalty: 5251.434082
	Iteration 29Q: 3 clusters Score -4463832 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 38316 members 
Entering Unmasked Estep 
Score: -4463955.500000 Penalty: 5251.434082
	Iteration 30Q: 3 clusters Score -4463956 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -4464022.500000 Penalty: 5251.434082
	Iteration 31Q: 3 clusters Score -4464022 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 38531 members 
Entering Unmasked Estep 
Score: -4464067.500000 Penalty: 5251.434082
	Iteration 32Q: 3 clusters Score -4464068 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 38605 members 
Entering Unmasked Estep 
Score: -4464104.000000 Penalty: 5251.434082
	Iteration 33Q: 3 clusters Score -4464104 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -4464132.000000 Penalty: 5251.434082
	Iteration 34Q: 3 clusters Score -4464132 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -4464172.000000 Penalty: 5251.434082
	Iteration 35Q: 3 clusters Score -4464172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -4464192.000000 Penalty: 5251.434082
	Iteration 36Q: 3 clusters Score -4464192 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 38787 members 
Entering Unmasked Estep 
Score: -4464216.500000 Penalty: 5251.434082
	Iteration 37Q: 3 clusters Score -4464216 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -4464228.000000 Penalty: 5251.434082
	Iteration 38Q: 3 clusters Score -4464228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
Score: -4464244.000000 Penalty: 5251.434082
	Iteration 39Q: 3 clusters Score -4464244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -4464251.000000 Penalty: 5251.434082
	Iteration 40F: 3 clusters Score -4464251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -4464254.500000 Penalty: 5251.434082
	Iteration 41Q: 3 clusters Score -4464254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 38851 members 
Entering Unmasked Estep 
Score: -4464259.000000 Penalty: 5251.434082
	Iteration 42Q: 3 clusters Score -4464259 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -4464273.000000 Penalty: 5251.434082
	Iteration 43Q: 3 clusters Score -4464273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 38877 members 
Entering Unmasked Estep 
Score: -4464275.500000 Penalty: 5251.434082
	Iteration 44Q: 3 clusters Score -4464276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -4464284.500000 Penalty: 5251.434082
	Iteration 45Q: 3 clusters Score -4464284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 38903 members 
Entering Unmasked Estep 
Score: -4464301.000000 Penalty: 5251.434082
	Iteration 46Q: 3 clusters Score -4464301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 38911 members 
Entering Unmasked Estep 
Score: -4464308.500000 Penalty: 5251.434082
	Iteration 47Q: 3 clusters Score -4464308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -4464308.500000 Penalty: 5251.434082
	Iteration 48Q: 3 clusters Score -4464308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -4464305.000000 Penalty: 5251.434082
	Iteration 49Q: 3 clusters Score -4464305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -4464315.500000 Penalty: 5251.434082
	Iteration 50Q: 3 clusters Score -4464316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 38917 members 
Entering Unmasked Estep 
Score: -4464311.000000 Penalty: 5251.434082
	Iteration 51Q: 3 clusters Score -4464311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -4464312.000000 Penalty: 5251.434082
	Iteration 52Q: 3 clusters Score -4464312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 38922 members 
Entering Unmasked Estep 
Score: -4464308.500000 Penalty: 5251.434082
	Iteration 53Q: 3 clusters Score -4464308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4464308.500000 Penalty: 5251.434082
	Iteration 54Q: 3 clusters Score -4464308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -4464308.500000 Penalty: 5251.434082
	Iteration 55F: 3 clusters Score -4464308 nChanged 0
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: -528489.875000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -528489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -523350.218750 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -523350.2 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -525095.250000 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -525095.2 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -526072.687500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -526072.7 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -527413.187500 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -527413.2 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -528379.687500 Penalty: 4330.262207
	Iteration 4F: 3 clusters Score -528379.7 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -528740.500000 Penalty: 4330.262207
	Iteration 5F: 3 clusters Score -528740.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -528852.062500 Penalty: 4330.262207
	Iteration 6Q: 3 clusters Score -528852.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -528897.750000 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -528897.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -528924.312500 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -528924.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -528946.437500 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -528946.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -528961.875000 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -528961.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -528969.187500 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -528969.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -528974.750000 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -528974.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -528980.125000 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -528980.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -528980.937500 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -528980.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -528981.187500 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -528981.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -528981.625000 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -528981.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -528983.062500 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -528983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -528983.062500 Penalty: 4330.262207
	Iteration 18F: 3 clusters Score -528983.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26409 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239008 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 1092 members 
Mstep: Class 14 contains 208624 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79037 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317632 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 196720 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 5096 members 
Entering Unmasked Estep 
Score: -161426064.000000 Penalty: 101876.304688
Splitting cluster 13 changes total score from -161426928.000000 to -161426064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (208624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208624 members 
Entering Unmasked Estep 
Score: -24667476.000000 Penalty: 3037.575684
	Iteration 0F: 2 clusters Score -2.466748e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104458 members 
Mstep: Class 2 contains 104166 members 
Entering Unmasked Estep 
Score: -24533612.000000 Penalty: 6075.151367
	Iteration 0F: 3 clusters Score -2.453361e+07 nChanged 100653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106907 members 
Mstep: Class 2 contains 101717 members 
Entering Unmasked Estep 
Score: -24592800.000000 Penalty: 6075.151367
	Iteration 1F: 3 clusters Score -2.45928e+07 nChanged 6169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108660 members 
Mstep: Class 2 contains 99964 members 
Entering Unmasked Estep 
Score: -24594108.000000 Penalty: 6075.151367
	Iteration 2Q: 3 clusters Score -2.459411e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111357 members 
Mstep: Class 2 contains 97267 members 
Entering Unmasked Estep 
Score: -24595994.000000 Penalty: 6075.151367
	Iteration 3Q: 3 clusters Score -2.459599e+07 nChanged 7788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115603 members 
Mstep: Class 2 contains 93021 members 
Entering Unmasked Estep 
Score: -24598676.000000 Penalty: 6075.151367
	Iteration 4Q: 3 clusters Score -2.459868e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121673 members 
Mstep: Class 2 contains 86951 members 
Entering Unmasked Estep 
Score: -24602494.000000 Penalty: 6075.151367
	Iteration 5Q: 3 clusters Score -2.460249e+07 nChanged 10798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130061 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -24608276.000000 Penalty: 6075.151367
	Iteration 6F: 3 clusters Score -2.460828e+07 nChanged 12653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140996 members 
Mstep: Class 2 contains 67628 members 
Entering Unmasked Estep 
Score: -24616502.000000 Penalty: 6075.151367
	Iteration 7F: 3 clusters Score -2.46165e+07 nChanged 13750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153620 members 
Mstep: Class 2 contains 55004 members 
Entering Unmasked Estep 
Score: -24627006.000000 Penalty: 6075.151367
	Iteration 8F: 3 clusters Score -2.462701e+07 nChanged 13374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166304 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -24637108.000000 Penalty: 6075.151367
	Iteration 9F: 3 clusters Score -2.463711e+07 nChanged 11979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178013 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -24646290.000000 Penalty: 6075.151367
	Iteration 10F: 3 clusters Score -2.464629e+07 nChanged 9495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187396 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -24653032.000000 Penalty: 6075.151367
	Iteration 11Q: 3 clusters Score -2.465303e+07 nChanged 7097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194469 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -24657484.000000 Penalty: 6075.151367
	Iteration 12Q: 3 clusters Score -2.465748e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199573 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -24660526.000000 Penalty: 6075.151367
	Iteration 13Q: 3 clusters Score -2.466053e+07 nChanged 3492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203063 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -24662440.000000 Penalty: 6075.151367
	Iteration 14Q: 3 clusters Score -2.466244e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205270 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -24663540.000000 Penalty: 6075.151367
	Iteration 15Q: 3 clusters Score -2.466354e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206576 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -24664154.000000 Penalty: 6075.151367
	Iteration 16Q: 3 clusters Score -2.466415e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207286 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -24664386.000000 Penalty: 6075.151367
	Iteration 17Q: 3 clusters Score -2.466439e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207670 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -24664584.000000 Penalty: 6075.151367
	Iteration 18Q: 3 clusters Score -2.466458e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207867 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -24664682.000000 Penalty: 6075.151367
	Iteration 19Q: 3 clusters Score -2.466468e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207984 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -24664746.000000 Penalty: 6075.151367
	Iteration 20F: 3 clusters Score -2.466475e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208042 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -24664776.000000 Penalty: 6075.151367
	Iteration 21Q: 3 clusters Score -2.466478e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208079 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -24664800.000000 Penalty: 6075.151367
	Iteration 22Q: 3 clusters Score -2.46648e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208099 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -24664836.000000 Penalty: 6075.151367
	Iteration 23Q: 3 clusters Score -2.466484e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208117 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -24664854.000000 Penalty: 6075.151367
	Iteration 24Q: 3 clusters Score -2.466485e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208131 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -24664850.000000 Penalty: 6075.151367
	Iteration 25Q: 3 clusters Score -2.466485e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208140 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -24664876.000000 Penalty: 6075.151367
	Iteration 26Q: 3 clusters Score -2.466488e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208146 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -24664848.000000 Penalty: 6075.151367
	Iteration 27Q: 3 clusters Score -2.466485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208151 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -24664840.000000 Penalty: 6075.151367
	Iteration 28Q: 3 clusters Score -2.466484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208153 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -24664834.000000 Penalty: 6075.151367
	Iteration 29Q: 3 clusters Score -2.466483e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208154 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -24664842.000000 Penalty: 6075.151367
	Iteration 30Q: 3 clusters Score -2.466484e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208156 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -24664852.000000 Penalty: 6075.151367
	Iteration 31Q: 3 clusters Score -2.466485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208158 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -24664860.000000 Penalty: 6075.151367
	Iteration 32Q: 3 clusters Score -2.466486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208163 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -24664856.000000 Penalty: 6075.151367
	Iteration 33Q: 3 clusters Score -2.466486e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208168 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -24664852.000000 Penalty: 6075.151367
	Iteration 34Q: 3 clusters Score -2.466485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208169 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -24664850.000000 Penalty: 6075.151367
	Iteration 35Q: 3 clusters Score -2.466485e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208170 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -24664858.000000 Penalty: 6075.151367
	Iteration 36Q: 3 clusters Score -2.466486e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208172 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -24664866.000000 Penalty: 6075.151367
	Iteration 37Q: 3 clusters Score -2.466487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208173 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -24664864.000000 Penalty: 6075.151367
	Iteration 38Q: 3 clusters Score -2.466486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208173 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -24664864.000000 Penalty: 6075.151367
	Iteration 39F: 3 clusters Score -2.466486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Entering Unmasked Estep 
Score: -1689017.250000 Penalty: 2390.375244
	Iteration 0F: 2 clusters Score -1689017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1677876.875000 Penalty: 4780.750488
	Iteration 0F: 3 clusters Score -1677877 nChanged 6592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1681509.000000 Penalty: 4780.750488
	Iteration 1F: 3 clusters Score -1681509 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1681911.250000 Penalty: 4780.750488
	Iteration 2F: 3 clusters Score -1681911 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1682309.250000 Penalty: 4780.750488
	Iteration 3F: 3 clusters Score -1682309 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -1682709.375000 Penalty: 4780.750488
	Iteration 4F: 3 clusters Score -1682709 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -1683172.000000 Penalty: 4780.750488
	Iteration 5F: 3 clusters Score -1683172 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11169 members 
Entering Unmasked Estep 
Score: -1683718.250000 Penalty: 4780.750488
	Iteration 6F: 3 clusters Score -1683718 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -1684417.000000 Penalty: 4780.750488
	Iteration 7F: 3 clusters Score -1684417 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -1685140.375000 Penalty: 4780.750488
	Iteration 8F: 3 clusters Score -1685140 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -1685715.250000 Penalty: 4780.750488
	Iteration 9Q: 3 clusters Score -1685715 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1686113.875000 Penalty: 4780.750488
	Iteration 10Q: 3 clusters Score -1686114 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -1686423.000000 Penalty: 4780.750488
	Iteration 11Q: 3 clusters Score -1686423 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -1686645.375000 Penalty: 4780.750488
	Iteration 12Q: 3 clusters Score -1686645 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 14444 members 
Entering Unmasked Estep 
Score: -1686785.875000 Penalty: 4780.750488
	Iteration 13Q: 3 clusters Score -1686786 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -1686876.375000 Penalty: 4780.750488
	Iteration 14Q: 3 clusters Score -1686876 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -1686938.250000 Penalty: 4780.750488
	Iteration 15Q: 3 clusters Score -1686938 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -1686988.875000 Penalty: 4780.750488
	Iteration 16Q: 3 clusters Score -1686989 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -1687018.125000 Penalty: 4780.750488
	Iteration 17Q: 3 clusters Score -1687018 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -1687050.250000 Penalty: 4780.750488
	Iteration 18Q: 3 clusters Score -1687050 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -1687076.750000 Penalty: 4780.750488
	Iteration 19Q: 3 clusters Score -1687077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -1687092.250000 Penalty: 4780.750488
	Iteration 20F: 3 clusters Score -1687092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14654 members 
Entering Unmasked Estep 
Score: -1687106.875000 Penalty: 4780.750488
	Iteration 21Q: 3 clusters Score -1687107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1687115.500000 Penalty: 4780.750488
	Iteration 22Q: 3 clusters Score -1687116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -1687124.000000 Penalty: 4780.750488
	Iteration 23Q: 3 clusters Score -1687124 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -1687129.500000 Penalty: 4780.750488
	Iteration 24Q: 3 clusters Score -1687130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -1687146.000000 Penalty: 4780.750488
	Iteration 25Q: 3 clusters Score -1687146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1687158.875000 Penalty: 4780.750488
	Iteration 26Q: 3 clusters Score -1687159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 14682 members 
Entering Unmasked Estep 
Score: -1687161.750000 Penalty: 4780.750488
	Iteration 27Q: 3 clusters Score -1687162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1687167.625000 Penalty: 4780.750488
	Iteration 28Q: 3 clusters Score -1687168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1687174.875000 Penalty: 4780.750488
	Iteration 29Q: 3 clusters Score -1687175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1687177.500000 Penalty: 4780.750488
	Iteration 30Q: 3 clusters Score -1687178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -1687182.875000 Penalty: 4780.750488
	Iteration 31Q: 3 clusters Score -1687183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -1687186.500000 Penalty: 4780.750488
	Iteration 32Q: 3 clusters Score -1687186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -1687188.125000 Penalty: 4780.750488
	Iteration 33Q: 3 clusters Score -1687188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1687190.625000 Penalty: 4780.750488
	Iteration 34Q: 3 clusters Score -1687191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -1687190.625000 Penalty: 4780.750488
	Iteration 35F: 3 clusters Score -1687191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Entering Unmasked Estep 
Score: -4506369.000000 Penalty: 2615.087891
	Iteration 0F: 2 clusters Score -4506369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 19099 members 
Entering Unmasked Estep 
Score: -4480599.500000 Penalty: 5230.175781
	Iteration 0F: 3 clusters Score -4480600 nChanged 17247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -4490165.500000 Penalty: 5230.175781
	Iteration 1F: 3 clusters Score -4490166 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -4490699.500000 Penalty: 5230.175781
	Iteration 2Q: 3 clusters Score -4490700 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -4491264.000000 Penalty: 5230.175781
	Iteration 3Q: 3 clusters Score -4491264 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15509 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -4491949.500000 Penalty: 5230.175781
	Iteration 4Q: 3 clusters Score -4491950 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -4492827.000000 Penalty: 5230.175781
	Iteration 5Q: 3 clusters Score -4492827 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 25809 members 
Entering Unmasked Estep 
Score: -4494010.000000 Penalty: 5230.175781
	Iteration 6F: 3 clusters Score -4494010 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 28050 members 
Entering Unmasked Estep 
Score: -4495609.000000 Penalty: 5230.175781
	Iteration 7F: 3 clusters Score -4495609 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 30502 members 
Entering Unmasked Estep 
Score: -4497640.500000 Penalty: 5230.175781
	Iteration 8F: 3 clusters Score -4497640 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -4499846.000000 Penalty: 5230.175781
	Iteration 9F: 3 clusters Score -4499846 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 34833 members 
Entering Unmasked Estep 
Score: -4501523.500000 Penalty: 5230.175781
	Iteration 10F: 3 clusters Score -4501524 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4502628.500000 Penalty: 5230.175781
	Iteration 11Q: 3 clusters Score -4502628 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -4503335.500000 Penalty: 5230.175781
	Iteration 12Q: 3 clusters Score -4503336 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -4503677.500000 Penalty: 5230.175781
	Iteration 13Q: 3 clusters Score -4503678 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 37355 members 
Entering Unmasked Estep 
Score: -4503830.500000 Penalty: 5230.175781
	Iteration 14Q: 3 clusters Score -4503830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 37439 members 
Entering Unmasked Estep 
Score: -4503936.500000 Penalty: 5230.175781
	Iteration 15Q: 3 clusters Score -4503936 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 37482 members 
Entering Unmasked Estep 
Score: -4503986.500000 Penalty: 5230.175781
	Iteration 16Q: 3 clusters Score -4503986 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 37511 members 
Entering Unmasked Estep 
Score: -4504038.000000 Penalty: 5230.175781
	Iteration 17Q: 3 clusters Score -4504038 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 37529 members 
Entering Unmasked Estep 
Score: -4504065.000000 Penalty: 5230.175781
	Iteration 18Q: 3 clusters Score -4504065 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -4504088.500000 Penalty: 5230.175781
	Iteration 19Q: 3 clusters Score -4504088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -4504104.000000 Penalty: 5230.175781
	Iteration 20F: 3 clusters Score -4504104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
Score: -4504111.000000 Penalty: 5230.175781
	Iteration 21Q: 3 clusters Score -4504111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 37552 members 
Entering Unmasked Estep 
Score: -4504114.500000 Penalty: 5230.175781
	Iteration 22Q: 3 clusters Score -4504114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -4504115.000000 Penalty: 5230.175781
	Iteration 23Q: 3 clusters Score -4504115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 37553 members 
Entering Unmasked Estep 
Score: -4504115.000000 Penalty: 5230.175781
	Iteration 24F: 3 clusters Score -4504115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24784 members 
Entering Unmasked Estep 
Score: -2965095.750000 Penalty: 2509.252441
	Iteration 0F: 2 clusters Score -2965096 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12494 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2947962.750000 Penalty: 5018.504883
	Iteration 0F: 3 clusters Score -2947963 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2953966.250000 Penalty: 5018.504883
	Iteration 1F: 3 clusters Score -2953966 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2954465.750000 Penalty: 5018.504883
	Iteration 2F: 3 clusters Score -2954466 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -2954929.000000 Penalty: 5018.504883
	Iteration 3Q: 3 clusters Score -2954929 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2955416.250000 Penalty: 5018.504883
	Iteration 4Q: 3 clusters Score -2955416 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -2955904.750000 Penalty: 5018.504883
	Iteration 5Q: 3 clusters Score -2955905 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2956430.250000 Penalty: 5018.504883
	Iteration 6Q: 3 clusters Score -2956430 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -2957048.000000 Penalty: 5018.504883
	Iteration 7Q: 3 clusters Score -2957048 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2957732.500000 Penalty: 5018.504883
	Iteration 8Q: 3 clusters Score -2957732 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2958473.750000 Penalty: 5018.504883
	Iteration 9Q: 3 clusters Score -2958474 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -2959283.500000 Penalty: 5018.504883
	Iteration 10Q: 3 clusters Score -2959284 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2960017.000000 Penalty: 5018.504883
	Iteration 11Q: 3 clusters Score -2960017 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -2960622.750000 Penalty: 5018.504883
	Iteration 12Q: 3 clusters Score -2960623 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21670 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2961119.000000 Penalty: 5018.504883
	Iteration 13Q: 3 clusters Score -2961119 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22210 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -2961518.000000 Penalty: 5018.504883
	Iteration 14Q: 3 clusters Score -2961518 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -2961825.500000 Penalty: 5018.504883
	Iteration 15Q: 3 clusters Score -2961826 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22973 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2962048.250000 Penalty: 5018.504883
	Iteration 16Q: 3 clusters Score -2962048 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2962213.750000 Penalty: 5018.504883
	Iteration 17Q: 3 clusters Score -2962214 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2962362.750000 Penalty: 5018.504883
	Iteration 18Q: 3 clusters Score -2962363 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2962476.250000 Penalty: 5018.504883
	Iteration 19Q: 3 clusters Score -2962476 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2962561.000000 Penalty: 5018.504883
	Iteration 20F: 3 clusters Score -2962561 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2962646.500000 Penalty: 5018.504883
	Iteration 21Q: 3 clusters Score -2962646 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2962697.750000 Penalty: 5018.504883
	Iteration 22Q: 3 clusters Score -2962698 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24038 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2962754.500000 Penalty: 5018.504883
	Iteration 23Q: 3 clusters Score -2962754 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2962794.250000 Penalty: 5018.504883
	Iteration 24Q: 3 clusters Score -2962794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -2962816.750000 Penalty: 5018.504883
	Iteration 25Q: 3 clusters Score -2962817 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2962835.000000 Penalty: 5018.504883
	Iteration 26Q: 3 clusters Score -2962835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2962854.750000 Penalty: 5018.504883
	Iteration 27Q: 3 clusters Score -2962855 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24168 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -2962865.000000 Penalty: 5018.504883
	Iteration 28Q: 3 clusters Score -2962865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -2962882.750000 Penalty: 5018.504883
	Iteration 29Q: 3 clusters Score -2962883 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24196 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2962887.750000 Penalty: 5018.504883
	Iteration 30Q: 3 clusters Score -2962888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24207 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2962896.750000 Penalty: 5018.504883
	Iteration 31Q: 3 clusters Score -2962897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2962904.250000 Penalty: 5018.504883
	Iteration 32Q: 3 clusters Score -2962904 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2962907.750000 Penalty: 5018.504883
	Iteration 33Q: 3 clusters Score -2962908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2962910.500000 Penalty: 5018.504883
	Iteration 34Q: 3 clusters Score -2962910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -2962913.750000 Penalty: 5018.504883
	Iteration 35Q: 3 clusters Score -2962914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2962917.500000 Penalty: 5018.504883
	Iteration 36Q: 3 clusters Score -2962918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -2962920.250000 Penalty: 5018.504883
	Iteration 37Q: 3 clusters Score -2962920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2962919.500000 Penalty: 5018.504883
	Iteration 38Q: 3 clusters Score -2962920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24231 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -2962920.500000 Penalty: 5018.504883
	Iteration 39Q: 3 clusters Score -2962920 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2962923.000000 Penalty: 5018.504883
	Iteration 40F: 3 clusters Score -2962923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24237 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2962926.750000 Penalty: 5018.504883
	Iteration 41Q: 3 clusters Score -2962927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2962930.000000 Penalty: 5018.504883
	Iteration 42Q: 3 clusters Score -2962930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24243 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2962928.000000 Penalty: 5018.504883
	Iteration 43Q: 3 clusters Score -2962928 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24247 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -2962933.250000 Penalty: 5018.504883
	Iteration 44Q: 3 clusters Score -2962933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24250 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2962935.250000 Penalty: 5018.504883
	Iteration 45Q: 3 clusters Score -2962935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2962935.750000 Penalty: 5018.504883
	Iteration 46Q: 3 clusters Score -2962936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24254 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2962935.750000 Penalty: 5018.504883
	Iteration 47F: 3 clusters Score -2962936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79037 members 
Entering Unmasked Estep 
Score: -9374943.000000 Penalty: 2796.862549
	Iteration 0F: 2 clusters Score -9374943 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -9321865.000000 Penalty: 5593.725098
	Iteration 0F: 3 clusters Score -9321865 nChanged 37215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38233 members 
Mstep: Class 2 contains 40804 members 
Entering Unmasked Estep 
Score: -9342870.000000 Penalty: 5593.725098
	Iteration 1F: 3 clusters Score -9342870 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37432 members 
Mstep: Class 2 contains 41605 members 
Entering Unmasked Estep 
Score: -9343417.000000 Penalty: 5593.725098
	Iteration 2Q: 3 clusters Score -9343417 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36300 members 
Mstep: Class 2 contains 42737 members 
Entering Unmasked Estep 
Score: -9344042.000000 Penalty: 5593.725098
	Iteration 3Q: 3 clusters Score -9344042 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -9344847.000000 Penalty: 5593.725098
	Iteration 4Q: 3 clusters Score -9344847 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 46737 members 
Entering Unmasked Estep 
Score: -9345991.000000 Penalty: 5593.725098
	Iteration 5Q: 3 clusters Score -9345991 nChanged 3745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28933 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -9347936.000000 Penalty: 5593.725098
	Iteration 6Q: 3 clusters Score -9347936 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -9350938.000000 Penalty: 5593.725098
	Iteration 7F: 3 clusters Score -9350938 nChanged 5805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 60384 members 
Entering Unmasked Estep 
Score: -9355515.000000 Penalty: 5593.725098
	Iteration 8F: 3 clusters Score -9355515 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 66461 members 
Entering Unmasked Estep 
Score: -9361075.000000 Penalty: 5593.725098
	Iteration 9F: 3 clusters Score -9361075 nChanged 5360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -9366229.000000 Penalty: 5593.725098
	Iteration 10F: 3 clusters Score -9366229 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 75309 members 
Entering Unmasked Estep 
Score: -9369580.000000 Penalty: 5593.725098
	Iteration 11Q: 3 clusters Score -9369580 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 77094 members 
Entering Unmasked Estep 
Score: -9371184.000000 Penalty: 5593.725098
	Iteration 12Q: 3 clusters Score -9371184 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 77877 members 
Entering Unmasked Estep 
Score: -9371946.000000 Penalty: 5593.725098
	Iteration 13Q: 3 clusters Score -9371946 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 78215 members 
Entering Unmasked Estep 
Score: -9372285.000000 Penalty: 5593.725098
	Iteration 14Q: 3 clusters Score -9372285 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -9372445.000000 Penalty: 5593.725098
	Iteration 15Q: 3 clusters Score -9372445 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 78423 members 
Entering Unmasked Estep 
Score: -9372546.000000 Penalty: 5593.725098
	Iteration 16Q: 3 clusters Score -9372546 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 78471 members 
Entering Unmasked Estep 
Score: -9372602.000000 Penalty: 5593.725098
	Iteration 17Q: 3 clusters Score -9372602 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 78493 members 
Entering Unmasked Estep 
Score: -9372632.000000 Penalty: 5593.725098
	Iteration 18Q: 3 clusters Score -9372632 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -9372659.000000 Penalty: 5593.725098
	Iteration 19Q: 3 clusters Score -9372659 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 78528 members 
Entering Unmasked Estep 
Score: -9372679.000000 Penalty: 5593.725098
	Iteration 20F: 3 clusters Score -9372679 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -9372694.000000 Penalty: 5593.725098
	Iteration 21Q: 3 clusters Score -9372694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 78547 members 
Entering Unmasked Estep 
Score: -9372722.000000 Penalty: 5593.725098
	Iteration 22Q: 3 clusters Score -9372722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 78548 members 
Entering Unmasked Estep 
Score: -9372724.000000 Penalty: 5593.725098
	Iteration 23Q: 3 clusters Score -9372724 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 78552 members 
Entering Unmasked Estep 
Score: -9372719.000000 Penalty: 5593.725098
	Iteration 24Q: 3 clusters Score -9372719 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 78551 members 
Entering Unmasked Estep 
Score: -9372745.000000 Penalty: 5593.725098
	Iteration 25Q: 3 clusters Score -9372745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -9372751.000000 Penalty: 5593.725098
	Iteration 26Q: 3 clusters Score -9372751 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -9372763.000000 Penalty: 5593.725098
	Iteration 27Q: 3 clusters Score -9372763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -9372775.000000 Penalty: 5593.725098
	Iteration 28Q: 3 clusters Score -9372775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -9372785.000000 Penalty: 5593.725098
	Iteration 29Q: 3 clusters Score -9372785 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -9372781.000000 Penalty: 5593.725098
	Iteration 30Q: 3 clusters Score -9372781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 78561 members 
Entering Unmasked Estep 
Score: -9372781.000000 Penalty: 5593.725098
	Iteration 31Q: 3 clusters Score -9372781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 78560 members 
Entering Unmasked Estep 
Score: -9372782.000000 Penalty: 5593.725098
	Iteration 32Q: 3 clusters Score -9372782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 78562 members 
Entering Unmasked Estep 
Score: -9372786.000000 Penalty: 5593.725098
	Iteration 33Q: 3 clusters Score -9372786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 78563 members 
Entering Unmasked Estep 
Score: -9372786.000000 Penalty: 5593.725098
	Iteration 34Q: 3 clusters Score -9372786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -9372792.000000 Penalty: 5593.725098
	Iteration 35Q: 3 clusters Score -9372792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 78564 members 
Entering Unmasked Estep 
Score: -9372792.000000 Penalty: 5593.725098
	Iteration 36F: 3 clusters Score -9372792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Entering Unmasked Estep 
Score: -1330651.500000 Penalty: 2328.552246
	Iteration 0F: 2 clusters Score -1330652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1321837.875000 Penalty: 4657.104492
	Iteration 0F: 3 clusters Score -1321838 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1324601.625000 Penalty: 4657.104492
	Iteration 1F: 3 clusters Score -1324602 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1324985.125000 Penalty: 4657.104492
	Iteration 2F: 3 clusters Score -1324985 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 5390 members 
Entering Unmasked Estep 
Score: -1325274.875000 Penalty: 4657.104492
	Iteration 3F: 3 clusters Score -1325275 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1325509.500000 Penalty: 4657.104492
	Iteration 4Q: 3 clusters Score -1325510 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1325735.000000 Penalty: 4657.104492
	Iteration 5Q: 3 clusters Score -1325735 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1325944.000000 Penalty: 4657.104492
	Iteration 6Q: 3 clusters Score -1325944 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1326130.125000 Penalty: 4657.104492
	Iteration 7Q: 3 clusters Score -1326130 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1326330.000000 Penalty: 4657.104492
	Iteration 8Q: 3 clusters Score -1326330 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1326505.875000 Penalty: 4657.104492
	Iteration 9Q: 3 clusters Score -1326506 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1326670.625000 Penalty: 4657.104492
	Iteration 10Q: 3 clusters Score -1326671 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1326821.500000 Penalty: 4657.104492
	Iteration 11Q: 3 clusters Score -1326822 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -1326945.375000 Penalty: 4657.104492
	Iteration 12Q: 3 clusters Score -1326945 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -1327048.250000 Penalty: 4657.104492
	Iteration 13Q: 3 clusters Score -1327048 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1327143.625000 Penalty: 4657.104492
	Iteration 14Q: 3 clusters Score -1327144 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1327228.500000 Penalty: 4657.104492
	Iteration 15Q: 3 clusters Score -1327228 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -1327307.750000 Penalty: 4657.104492
	Iteration 16Q: 3 clusters Score -1327308 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1327385.000000 Penalty: 4657.104492
	Iteration 17Q: 3 clusters Score -1327385 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1327462.750000 Penalty: 4657.104492
	Iteration 18Q: 3 clusters Score -1327463 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1327550.875000 Penalty: 4657.104492
	Iteration 19Q: 3 clusters Score -1327551 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1327636.875000 Penalty: 4657.104492
	Iteration 20F: 3 clusters Score -1327637 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1327732.125000 Penalty: 4657.104492
	Iteration 21Q: 3 clusters Score -1327732 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1327833.375000 Penalty: 4657.104492
	Iteration 22Q: 3 clusters Score -1327833 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1327949.500000 Penalty: 4657.104492
	Iteration 23Q: 3 clusters Score -1327950 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1328081.500000 Penalty: 4657.104492
	Iteration 24Q: 3 clusters Score -1328082 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1328184.750000 Penalty: 4657.104492
	Iteration 25Q: 3 clusters Score -1328185 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11088 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1328257.875000 Penalty: 4657.104492
	Iteration 26Q: 3 clusters Score -1328258 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1328323.500000 Penalty: 4657.104492
	Iteration 27Q: 3 clusters Score -1328324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1328374.375000 Penalty: 4657.104492
	Iteration 28Q: 3 clusters Score -1328374 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1328420.375000 Penalty: 4657.104492
	Iteration 29Q: 3 clusters Score -1328420 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -1328461.750000 Penalty: 4657.104492
	Iteration 30Q: 3 clusters Score -1328462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1328488.875000 Penalty: 4657.104492
	Iteration 31Q: 3 clusters Score -1328489 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -1328512.625000 Penalty: 4657.104492
	Iteration 32Q: 3 clusters Score -1328513 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1328533.750000 Penalty: 4657.104492
	Iteration 33Q: 3 clusters Score -1328534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1328544.750000 Penalty: 4657.104492
	Iteration 34Q: 3 clusters Score -1328545 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -1328551.875000 Penalty: 4657.104492
	Iteration 35Q: 3 clusters Score -1328552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1328556.875000 Penalty: 4657.104492
	Iteration 36Q: 3 clusters Score -1328557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1328560.375000 Penalty: 4657.104492
	Iteration 37Q: 3 clusters Score -1328560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1328560.500000 Penalty: 4657.104492
	Iteration 38Q: 3 clusters Score -1328560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1328563.750000 Penalty: 4657.104492
	Iteration 39Q: 3 clusters Score -1328564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -1328569.625000 Penalty: 4657.104492
	Iteration 40F: 3 clusters Score -1328570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -1328572.500000 Penalty: 4657.104492
	Iteration 41Q: 3 clusters Score -1328572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1328574.250000 Penalty: 4657.104492
	Iteration 42Q: 3 clusters Score -1328574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11455 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1328577.625000 Penalty: 4657.104492
	Iteration 43Q: 3 clusters Score -1328578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -1328577.625000 Penalty: 4657.104492
	Iteration 44Q: 3 clusters Score -1328578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -1328578.750000 Penalty: 4657.104492
	Iteration 45Q: 3 clusters Score -1328579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1328583.125000 Penalty: 4657.104492
	Iteration 46Q: 3 clusters Score -1328583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11464 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1328583.250000 Penalty: 4657.104492
	Iteration 47Q: 3 clusters Score -1328583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11466 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1328584.500000 Penalty: 4657.104492
	Iteration 48Q: 3 clusters Score -1328584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -1328585.625000 Penalty: 4657.104492
	Iteration 49Q: 3 clusters Score -1328586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1328588.750000 Penalty: 4657.104492
	Iteration 50Q: 3 clusters Score -1328589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1328591.750000 Penalty: 4657.104492
	Iteration 51Q: 3 clusters Score -1328592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -1328594.250000 Penalty: 4657.104492
	Iteration 52Q: 3 clusters Score -1328594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1328600.500000 Penalty: 4657.104492
	Iteration 53Q: 3 clusters Score -1328600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1328602.875000 Penalty: 4657.104492
	Iteration 54Q: 3 clusters Score -1328603 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -1328603.500000 Penalty: 4657.104492
	Iteration 55Q: 3 clusters Score -1328604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1328605.875000 Penalty: 4657.104492
	Iteration 56Q: 3 clusters Score -1328606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1328605.625000 Penalty: 4657.104492
	Iteration 57Q: 3 clusters Score -1328606 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -1328605.625000 Penalty: 4657.104492
	Iteration 58F: 3 clusters Score -1328606 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (317632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317632 members 
Entering Unmasked Estep 
Score: -37311300.000000 Penalty: 3141.824951
	Iteration 0F: 2 clusters Score -3.73113e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158404 members 
Mstep: Class 2 contains 159228 members 
Entering Unmasked Estep 
Score: -37123712.000000 Penalty: 6283.649902
	Iteration 0F: 3 clusters Score -3.712371e+07 nChanged 153706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150868 members 
Mstep: Class 2 contains 166764 members 
Entering Unmasked Estep 
Score: -37215056.000000 Penalty: 6283.649902
	Iteration 1F: 3 clusters Score -3.721506e+07 nChanged 8069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145899 members 
Mstep: Class 2 contains 171733 members 
Entering Unmasked Estep 
Score: -37216532.000000 Penalty: 6283.649902
	Iteration 2Q: 3 clusters Score -3.721653e+07 nChanged 9879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138082 members 
Mstep: Class 2 contains 179550 members 
Entering Unmasked Estep 
Score: -37219196.000000 Penalty: 6283.649902
	Iteration 3Q: 3 clusters Score -3.72192e+07 nChanged 13130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125970 members 
Mstep: Class 2 contains 191662 members 
Entering Unmasked Estep 
Score: -37224272.000000 Penalty: 6283.649902
	Iteration 4Q: 3 clusters Score -3.722427e+07 nChanged 17989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108379 members 
Mstep: Class 2 contains 209253 members 
Entering Unmasked Estep 
Score: -37233604.000000 Penalty: 6283.649902
	Iteration 5F: 3 clusters Score -3.72336e+07 nChanged 23978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84477 members 
Mstep: Class 2 contains 233155 members 
Entering Unmasked Estep 
Score: -37250296.000000 Penalty: 6283.649902
	Iteration 6F: 3 clusters Score -3.72503e+07 nChanged 27774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56709 members 
Mstep: Class 2 contains 260923 members 
Entering Unmasked Estep 
Score: -37273720.000000 Penalty: 6283.649902
	Iteration 7F: 3 clusters Score -3.727372e+07 nChanged 25597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 286520 members 
Entering Unmasked Estep 
Score: -37297876.000000 Penalty: 6283.649902
	Iteration 8F: 3 clusters Score -3.729788e+07 nChanged 17281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 303801 members 
Entering Unmasked Estep 
Score: -37309148.000000 Penalty: 6283.649902
	Iteration 9F: 3 clusters Score -3.730915e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 312119 members 
Entering Unmasked Estep 
Score: -37309084.000000 Penalty: 6283.649902
	Iteration 10Q: 3 clusters Score -3.730908e+07 nChanged 3112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 315225 members 
Entering Unmasked Estep 
Score: -37308792.000000 Penalty: 6283.649902
	Iteration 11Q: 3 clusters Score -3.730879e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 316378 members 
Entering Unmasked Estep 
Score: -37308692.000000 Penalty: 6283.649902
	Iteration 12Q: 3 clusters Score -3.730869e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 316805 members 
Entering Unmasked Estep 
Score: -37308748.000000 Penalty: 6283.649902
	Iteration 13Q: 3 clusters Score -3.730875e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 316979 members 
Entering Unmasked Estep 
Score: -37308776.000000 Penalty: 6283.649902
	Iteration 14Q: 3 clusters Score -3.730878e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 317028 members 
Entering Unmasked Estep 
Score: -37308804.000000 Penalty: 6283.649902
	Iteration 15Q: 3 clusters Score -3.73088e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 317041 members 
Entering Unmasked Estep 
Score: -37308860.000000 Penalty: 6283.649902
	Iteration 16Q: 3 clusters Score -3.730886e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 317061 members 
Entering Unmasked Estep 
Score: -37308912.000000 Penalty: 6283.649902
	Iteration 17Q: 3 clusters Score -3.730891e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 317083 members 
Entering Unmasked Estep 
Score: -37308904.000000 Penalty: 6283.649902
	Iteration 18Q: 3 clusters Score -3.73089e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 317103 members 
Entering Unmasked Estep 
Score: -37308912.000000 Penalty: 6283.649902
	Iteration 19Q: 3 clusters Score -3.730891e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 317114 members 
Entering Unmasked Estep 
Score: -37308920.000000 Penalty: 6283.649902
	Iteration 20F: 3 clusters Score -3.730892e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 317125 members 
Entering Unmasked Estep 
Score: -37308948.000000 Penalty: 6283.649902
	Iteration 21Q: 3 clusters Score -3.730895e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 317126 members 
Entering Unmasked Estep 
Score: -37308952.000000 Penalty: 6283.649902
	Iteration 22Q: 3 clusters Score -3.730895e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 317122 members 
Entering Unmasked Estep 
Score: -37308968.000000 Penalty: 6283.649902
	Iteration 23Q: 3 clusters Score -3.730897e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 317122 members 
Entering Unmasked Estep 
Score: -37308980.000000 Penalty: 6283.649902
	Iteration 24Q: 3 clusters Score -3.730898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 317118 members 
Entering Unmasked Estep 
Score: -37308980.000000 Penalty: 6283.649902
	Iteration 25Q: 3 clusters Score -3.730898e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 317120 members 
Entering Unmasked Estep 
Score: -37309008.000000 Penalty: 6283.649902
	Iteration 26Q: 3 clusters Score -3.730901e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 317119 members 
Entering Unmasked Estep 
Score: -37308992.000000 Penalty: 6283.649902
	Iteration 27Q: 3 clusters Score -3.730899e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 317117 members 
Entering Unmasked Estep 
Score: -37309012.000000 Penalty: 6283.649902
	Iteration 28Q: 3 clusters Score -3.730901e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 317117 members 
Entering Unmasked Estep 
Score: -37309012.000000 Penalty: 6283.649902
	Iteration 29F: 3 clusters Score -3.730901e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Entering Unmasked Estep 
Score: -998310.250000 Penalty: 2281.747070
	Iteration 0F: 2 clusters Score -998310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -990722.625000 Penalty: 4563.494141
	Iteration 0F: 3 clusters Score -990722.6 nChanged 4129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -993056.562500 Penalty: 4563.494141
	Iteration 1F: 3 clusters Score -993056.6 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -993489.375000 Penalty: 4563.494141
	Iteration 2F: 3 clusters Score -993489.4 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -993936.937500 Penalty: 4563.494141
	Iteration 3F: 3 clusters Score -993936.9 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -994512.687500 Penalty: 4563.494141
	Iteration 4F: 3 clusters Score -994512.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -995177.250000 Penalty: 4563.494141
	Iteration 5F: 3 clusters Score -995177.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -995833.500000 Penalty: 4563.494141
	Iteration 6F: 3 clusters Score -995833.5 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -996304.375000 Penalty: 4563.494141
	Iteration 7F: 3 clusters Score -996304.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -996555.625000 Penalty: 4563.494141
	Iteration 8Q: 3 clusters Score -996555.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -996659.125000 Penalty: 4563.494141
	Iteration 9Q: 3 clusters Score -996659.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -996715.312500 Penalty: 4563.494141
	Iteration 10Q: 3 clusters Score -996715.3 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -996756.250000 Penalty: 4563.494141
	Iteration 11Q: 3 clusters Score -996756.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -996780.500000 Penalty: 4563.494141
	Iteration 12Q: 3 clusters Score -996780.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -996798.375000 Penalty: 4563.494141
	Iteration 13Q: 3 clusters Score -996798.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -996809.562500 Penalty: 4563.494141
	Iteration 14Q: 3 clusters Score -996809.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -996817.000000 Penalty: 4563.494141
	Iteration 15Q: 3 clusters Score -996817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -996829.312500 Penalty: 4563.494141
	Iteration 16Q: 3 clusters Score -996829.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -996838.750000 Penalty: 4563.494141
	Iteration 17Q: 3 clusters Score -996838.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -996840.750000 Penalty: 4563.494141
	Iteration 18Q: 3 clusters Score -996840.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -996843.250000 Penalty: 4563.494141
	Iteration 19Q: 3 clusters Score -996843.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -996847.375000 Penalty: 4563.494141
	Iteration 20F: 3 clusters Score -996847.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -996850.187500 Penalty: 4563.494141
	Iteration 21Q: 3 clusters Score -996850.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -996854.312500 Penalty: 4563.494141
	Iteration 22Q: 3 clusters Score -996854.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -996857.000000 Penalty: 4563.494141
	Iteration 23Q: 3 clusters Score -996857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -996855.437500 Penalty: 4563.494141
	Iteration 24Q: 3 clusters Score -996855.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -996858.625000 Penalty: 4563.494141
	Iteration 25Q: 3 clusters Score -996858.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -996856.875000 Penalty: 4563.494141
	Iteration 26Q: 3 clusters Score -996856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -996857.000000 Penalty: 4563.494141
	Iteration 27Q: 3 clusters Score -996857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -996857.500000 Penalty: 4563.494141
	Iteration 28Q: 3 clusters Score -996857.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -996861.062500 Penalty: 4563.494141
	Iteration 29Q: 3 clusters Score -996861.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -996860.687500 Penalty: 4563.494141
	Iteration 30Q: 3 clusters Score -996860.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -996860.562500 Penalty: 4563.494141
	Iteration 31Q: 3 clusters Score -996860.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -996860.750000 Penalty: 4563.494141
	Iteration 32Q: 3 clusters Score -996860.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -996863.125000 Penalty: 4563.494141
	Iteration 33Q: 3 clusters Score -996863.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -996865.437500 Penalty: 4563.494141
	Iteration 34Q: 3 clusters Score -996865.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -996864.625000 Penalty: 4563.494141
	Iteration 35Q: 3 clusters Score -996864.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -996868.000000 Penalty: 4563.494141
	Iteration 36Q: 3 clusters Score -996868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -996867.125000 Penalty: 4563.494141
	Iteration 37Q: 3 clusters Score -996867.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -996868.062500 Penalty: 4563.494141
	Iteration 38Q: 3 clusters Score -996868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -996867.000000 Penalty: 4563.494141
	Iteration 39Q: 3 clusters Score -996867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -996866.312500 Penalty: 4563.494141
	Iteration 40F: 3 clusters Score -996866.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -996866.125000 Penalty: 4563.494141
	Iteration 41Q: 3 clusters Score -996866.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -996866.562500 Penalty: 4563.494141
	Iteration 42Q: 3 clusters Score -996866.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -996866.625000 Penalty: 4563.494141
	Iteration 43Q: 3 clusters Score -996866.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -996869.625000 Penalty: 4563.494141
	Iteration 44Q: 3 clusters Score -996869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -996872.187500 Penalty: 4563.494141
	Iteration 45Q: 3 clusters Score -996872.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -996873.375000 Penalty: 4563.494141
	Iteration 46Q: 3 clusters Score -996873.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -996872.500000 Penalty: 4563.494141
	Iteration 47Q: 3 clusters Score -996872.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -996875.687500 Penalty: 4563.494141
	Iteration 48Q: 3 clusters Score -996875.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -996875.937500 Penalty: 4563.494141
	Iteration 49Q: 3 clusters Score -996875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -996876.937500 Penalty: 4563.494141
	Iteration 50Q: 3 clusters Score -996876.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -996877.312500 Penalty: 4563.494141
	Iteration 51Q: 3 clusters Score -996877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -996877.312500 Penalty: 4563.494141
	Iteration 52F: 3 clusters Score -996877.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Entering Unmasked Estep 
Score: -2409561.750000 Penalty: 2474.449707
	Iteration 0F: 2 clusters Score -2409562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2394566.750000 Penalty: 4948.899414
	Iteration 0F: 3 clusters Score -2394567 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -2399819.000000 Penalty: 4948.899414
	Iteration 1F: 3 clusters Score -2399819 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2400467.500000 Penalty: 4948.899414
	Iteration 2F: 3 clusters Score -2400468 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2401092.000000 Penalty: 4948.899414
	Iteration 3F: 3 clusters Score -2401092 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -2401751.250000 Penalty: 4948.899414
	Iteration 4F: 3 clusters Score -2401751 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2402382.250000 Penalty: 4948.899414
	Iteration 5F: 3 clusters Score -2402382 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 12518 members 
Entering Unmasked Estep 
Score: -2402936.000000 Penalty: 4948.899414
	Iteration 6F: 3 clusters Score -2402936 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -2403418.500000 Penalty: 4948.899414
	Iteration 7Q: 3 clusters Score -2403418 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2403837.750000 Penalty: 4948.899414
	Iteration 8Q: 3 clusters Score -2403838 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -2404232.750000 Penalty: 4948.899414
	Iteration 9Q: 3 clusters Score -2404233 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -2404592.000000 Penalty: 4948.899414
	Iteration 10Q: 3 clusters Score -2404592 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7007 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2404887.250000 Penalty: 4948.899414
	Iteration 11Q: 3 clusters Score -2404887 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -2405133.750000 Penalty: 4948.899414
	Iteration 12Q: 3 clusters Score -2405134 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -2405346.500000 Penalty: 4948.899414
	Iteration 13Q: 3 clusters Score -2405346 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 15511 members 
Entering Unmasked Estep 
Score: -2405534.250000 Penalty: 4948.899414
	Iteration 14Q: 3 clusters Score -2405534 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 15827 members 
Entering Unmasked Estep 
Score: -2405711.000000 Penalty: 4948.899414
	Iteration 15Q: 3 clusters Score -2405711 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -2405839.750000 Penalty: 4948.899414
	Iteration 16Q: 3 clusters Score -2405840 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 16430 members 
Entering Unmasked Estep 
Score: -2405976.000000 Penalty: 4948.899414
	Iteration 17Q: 3 clusters Score -2405976 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2406100.500000 Penalty: 4948.899414
	Iteration 18Q: 3 clusters Score -2406100 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2406207.500000 Penalty: 4948.899414
	Iteration 19Q: 3 clusters Score -2406208 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2406298.250000 Penalty: 4948.899414
	Iteration 20F: 3 clusters Score -2406298 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -2406395.250000 Penalty: 4948.899414
	Iteration 21Q: 3 clusters Score -2406395 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2406486.750000 Penalty: 4948.899414
	Iteration 22Q: 3 clusters Score -2406487 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -2406565.750000 Penalty: 4948.899414
	Iteration 23Q: 3 clusters Score -2406566 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2406644.000000 Penalty: 4948.899414
	Iteration 24Q: 3 clusters Score -2406644 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2406712.000000 Penalty: 4948.899414
	Iteration 25Q: 3 clusters Score -2406712 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -2406772.250000 Penalty: 4948.899414
	Iteration 26Q: 3 clusters Score -2406772 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2406817.500000 Penalty: 4948.899414
	Iteration 27Q: 3 clusters Score -2406818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2406875.000000 Penalty: 4948.899414
	Iteration 28Q: 3 clusters Score -2406875 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2406930.750000 Penalty: 4948.899414
	Iteration 29Q: 3 clusters Score -2406931 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2406962.250000 Penalty: 4948.899414
	Iteration 30Q: 3 clusters Score -2406962 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2407011.500000 Penalty: 4948.899414
	Iteration 31Q: 3 clusters Score -2407012 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 19369 members 
Entering Unmasked Estep 
Score: -2407062.250000 Penalty: 4948.899414
	Iteration 32Q: 3 clusters Score -2407062 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -2407102.250000 Penalty: 4948.899414
	Iteration 33Q: 3 clusters Score -2407102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -2407146.750000 Penalty: 4948.899414
	Iteration 34Q: 3 clusters Score -2407147 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2407185.000000 Penalty: 4948.899414
	Iteration 35Q: 3 clusters Score -2407185 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 19729 members 
Entering Unmasked Estep 
Score: -2407230.750000 Penalty: 4948.899414
	Iteration 36Q: 3 clusters Score -2407231 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -2407255.750000 Penalty: 4948.899414
	Iteration 37Q: 3 clusters Score -2407256 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -2407277.750000 Penalty: 4948.899414
	Iteration 38Q: 3 clusters Score -2407278 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -2407299.000000 Penalty: 4948.899414
	Iteration 39Q: 3 clusters Score -2407299 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -2407312.750000 Penalty: 4948.899414
	Iteration 40F: 3 clusters Score -2407313 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -2407334.000000 Penalty: 4948.899414
	Iteration 41Q: 3 clusters Score -2407334 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2407350.000000 Penalty: 4948.899414
	Iteration 42Q: 3 clusters Score -2407350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -2407370.750000 Penalty: 4948.899414
	Iteration 43Q: 3 clusters Score -2407371 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -2407395.500000 Penalty: 4948.899414
	Iteration 44Q: 3 clusters Score -2407396 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2407413.750000 Penalty: 4948.899414
	Iteration 45Q: 3 clusters Score -2407414 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -2407433.250000 Penalty: 4948.899414
	Iteration 46Q: 3 clusters Score -2407433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -2407448.500000 Penalty: 4948.899414
	Iteration 47Q: 3 clusters Score -2407448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -2407463.500000 Penalty: 4948.899414
	Iteration 48Q: 3 clusters Score -2407464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -2407487.250000 Penalty: 4948.899414
	Iteration 49Q: 3 clusters Score -2407487 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2407506.000000 Penalty: 4948.899414
	Iteration 50Q: 3 clusters Score -2407506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -2407524.000000 Penalty: 4948.899414
	Iteration 51Q: 3 clusters Score -2407524 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 20441 members 
Entering Unmasked Estep 
Score: -2407534.250000 Penalty: 4948.899414
	Iteration 52Q: 3 clusters Score -2407534 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2407549.750000 Penalty: 4948.899414
	Iteration 53Q: 3 clusters Score -2407550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -2407558.250000 Penalty: 4948.899414
	Iteration 54Q: 3 clusters Score -2407558 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -2407560.750000 Penalty: 4948.899414
	Iteration 55Q: 3 clusters Score -2407561 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2407571.750000 Penalty: 4948.899414
	Iteration 56Q: 3 clusters Score -2407572 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 20519 members 
Entering Unmasked Estep 
Score: -2407581.500000 Penalty: 4948.899414
	Iteration 57Q: 3 clusters Score -2407582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2407584.250000 Penalty: 4948.899414
	Iteration 58Q: 3 clusters Score -2407584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 20532 members 
Entering Unmasked Estep 
Score: -2407584.000000 Penalty: 4948.899414
	Iteration 59Q: 3 clusters Score -2407584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -2407588.750000 Penalty: 4948.899414
	Iteration 60F: 3 clusters Score -2407589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2407589.750000 Penalty: 4948.899414
	Iteration 61Q: 3 clusters Score -2407590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2407591.000000 Penalty: 4948.899414
	Iteration 62Q: 3 clusters Score -2407591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -2407589.250000 Penalty: 4948.899414
	Iteration 63Q: 3 clusters Score -2407589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2407589.750000 Penalty: 4948.899414
	Iteration 64Q: 3 clusters Score -2407590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -2407589.250000 Penalty: 4948.899414
	Iteration 65Q: 3 clusters Score -2407589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -2407589.250000 Penalty: 4948.899414
	Iteration 66Q: 3 clusters Score -2407589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2407591.250000 Penalty: 4948.899414
	Iteration 67Q: 3 clusters Score -2407591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2407595.000000 Penalty: 4948.899414
	Iteration 68Q: 3 clusters Score -2407595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -2407593.250000 Penalty: 4948.899414
	Iteration 69Q: 3 clusters Score -2407593 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -2407595.250000 Penalty: 4948.899414
	Iteration 70Q: 3 clusters Score -2407595 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -2407601.750000 Penalty: 4948.899414
	Iteration 71Q: 3 clusters Score -2407602 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2407602.500000 Penalty: 4948.899414
	Iteration 72Q: 3 clusters Score -2407602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -2407609.500000 Penalty: 4948.899414
	Iteration 73Q: 3 clusters Score -2407610 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2407615.250000 Penalty: 4948.899414
	Iteration 74Q: 3 clusters Score -2407615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2407620.500000 Penalty: 4948.899414
	Iteration 75Q: 3 clusters Score -2407620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2407625.750000 Penalty: 4948.899414
	Iteration 76Q: 3 clusters Score -2407626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2407622.250000 Penalty: 4948.899414
	Iteration 77Q: 3 clusters Score -2407622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2407622.250000 Penalty: 4948.899414
	Iteration 78F: 3 clusters Score -2407622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -71591.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -71591.87 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 368 members 
Entering Unmasked Estep 
Score: -69905.898438 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -69905.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -70454.898438 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -70454.9 nChanged 94
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: -71034.078125 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -71034.08 nChanged 91
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: -71906.609375 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -71906.61 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -72611.007812 Penalty: 3273.535889
	Iteration 4F: 3 clusters Score -72611.01 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -72805.804688 Penalty: 3273.535889
	Iteration 5Q: 3 clusters Score -72805.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -72921.921875 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -72921.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -73030.117188 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -73030.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -73030.117188 Penalty: 3273.535889
	Iteration 8F: 3 clusters Score -73030.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26409 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239008 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208624 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79037 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317632 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 229 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 196720 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 506 members 
Entering Unmasked Estep 
Score: -161425760.000000 Penalty: 101876.304688
Splitting cluster 23 changes total score from -161426928.000000 to -161425760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -429663.718750 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -429663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -425229.281250 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -425229.3 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -426530.718750 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -426530.7 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -427081.968750 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -427082 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -427542.718750 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -427542.7 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -427853.718750 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -427853.7 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -428067.718750 Penalty: 4224.626953
	Iteration 5F: 3 clusters Score -428067.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -428187.312500 Penalty: 4224.626953
	Iteration 6Q: 3 clusters Score -428187.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -428260.218750 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -428260.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -428302.156250 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -428302.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -428329.718750 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -428329.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -428358.187500 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -428358.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -428380.875000 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -428380.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -428402.843750 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -428402.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -428423.593750 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -428423.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -428441.375000 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -428441.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -428457.437500 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -428457.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -428468.218750 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -428468.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -428478.937500 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -428478.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -428485.812500 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -428485.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -428493.437500 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -428493.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -428503.406250 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -428503.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -428517.656250 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -428517.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -428536.625000 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -428536.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -428557.687500 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -428557.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -428584.781250 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -428584.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -428610.750000 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -428610.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -428639.156250 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -428639.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -428676.750000 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -428676.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -428720.750000 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -428720.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -428766.843750 Penalty: 4224.626953
	Iteration 29Q: 3 clusters Score -428766.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -428829.375000 Penalty: 4224.626953
	Iteration 30Q: 3 clusters Score -428829.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -428894.406250 Penalty: 4224.626953
	Iteration 31Q: 3 clusters Score -428894.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -428949.593750 Penalty: 4224.626953
	Iteration 32Q: 3 clusters Score -428949.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -428992.281250 Penalty: 4224.626953
	Iteration 33Q: 3 clusters Score -428992.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -429015.968750 Penalty: 4224.626953
	Iteration 34Q: 3 clusters Score -429016 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -429038.000000 Penalty: 4224.626953
	Iteration 35Q: 3 clusters Score -429038 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -429057.031250 Penalty: 4224.626953
	Iteration 36Q: 3 clusters Score -429057 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -429075.625000 Penalty: 4224.626953
	Iteration 37Q: 3 clusters Score -429075.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -429090.406250 Penalty: 4224.626953
	Iteration 38Q: 3 clusters Score -429090.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -429106.281250 Penalty: 4224.626953
	Iteration 39Q: 3 clusters Score -429106.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -429137.343750 Penalty: 4224.626953
	Iteration 40F: 3 clusters Score -429137.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -429174.906250 Penalty: 4224.626953
	Iteration 41Q: 3 clusters Score -429174.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -429185.843750 Penalty: 4224.626953
	Iteration 42Q: 3 clusters Score -429185.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -429194.437500 Penalty: 4224.626953
	Iteration 43Q: 3 clusters Score -429194.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -429202.625000 Penalty: 4224.626953
	Iteration 44Q: 3 clusters Score -429202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -429206.656250 Penalty: 4224.626953
	Iteration 45Q: 3 clusters Score -429206.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -429209.125000 Penalty: 4224.626953
	Iteration 46Q: 3 clusters Score -429209.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -429210.937500 Penalty: 4224.626953
	Iteration 47Q: 3 clusters Score -429210.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -429212.531250 Penalty: 4224.626953
	Iteration 48Q: 3 clusters Score -429212.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -429212.843750 Penalty: 4224.626953
	Iteration 49Q: 3 clusters Score -429212.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -429212.875000 Penalty: 4224.626953
	Iteration 50Q: 3 clusters Score -429212.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -429212.875000 Penalty: 4224.626953
	Iteration 51F: 3 clusters Score -429212.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19302 members 
Entering Unmasked Estep 
Score: -2317132.500000 Penalty: 2447.255127
	Iteration 0F: 2 clusters Score -2317132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2303456.250000 Penalty: 4894.510254
	Iteration 0F: 3 clusters Score -2303456 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2307878.250000 Penalty: 4894.510254
	Iteration 1F: 3 clusters Score -2307878 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8644 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -2308253.500000 Penalty: 4894.510254
	Iteration 2F: 3 clusters Score -2308254 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 11114 members 
Entering Unmasked Estep 
Score: -2308596.250000 Penalty: 4894.510254
	Iteration 3Q: 3 clusters Score -2308596 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -2308951.000000 Penalty: 4894.510254
	Iteration 4Q: 3 clusters Score -2308951 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -2309364.750000 Penalty: 4894.510254
	Iteration 5Q: 3 clusters Score -2309365 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -2309963.500000 Penalty: 4894.510254
	Iteration 6F: 3 clusters Score -2309964 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2310850.250000 Penalty: 4894.510254
	Iteration 7F: 3 clusters Score -2310850 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -2311957.250000 Penalty: 4894.510254
	Iteration 8F: 3 clusters Score -2311957 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -2313039.500000 Penalty: 4894.510254
	Iteration 9F: 3 clusters Score -2313040 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2313935.750000 Penalty: 4894.510254
	Iteration 10Q: 3 clusters Score -2313936 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2314444.500000 Penalty: 4894.510254
	Iteration 11Q: 3 clusters Score -2314444 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 18724 members 
Entering Unmasked Estep 
Score: -2314656.750000 Penalty: 4894.510254
	Iteration 12Q: 3 clusters Score -2314657 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2314792.000000 Penalty: 4894.510254
	Iteration 13Q: 3 clusters Score -2314792 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -2314869.750000 Penalty: 4894.510254
	Iteration 14Q: 3 clusters Score -2314870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -2314911.750000 Penalty: 4894.510254
	Iteration 15Q: 3 clusters Score -2314912 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -2314944.000000 Penalty: 4894.510254
	Iteration 16Q: 3 clusters Score -2314944 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -2314962.000000 Penalty: 4894.510254
	Iteration 17Q: 3 clusters Score -2314962 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -2314973.750000 Penalty: 4894.510254
	Iteration 18Q: 3 clusters Score -2314974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 18980 members 
Entering Unmasked Estep 
Score: -2314979.000000 Penalty: 4894.510254
	Iteration 19Q: 3 clusters Score -2314979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -2314991.250000 Penalty: 4894.510254
	Iteration 20F: 3 clusters Score -2314991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2314995.750000 Penalty: 4894.510254
	Iteration 21Q: 3 clusters Score -2314996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -2314996.250000 Penalty: 4894.510254
	Iteration 22Q: 3 clusters Score -2314996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2314995.000000 Penalty: 4894.510254
	Iteration 23Q: 3 clusters Score -2314995 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -2314995.000000 Penalty: 4894.510254
	Iteration 24F: 3 clusters Score -2314995 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (196720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196720 members 
Entering Unmasked Estep 
Score: -23086360.000000 Penalty: 3023.005127
	Iteration 0F: 2 clusters Score -2.308636e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98546 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -22958720.000000 Penalty: 6046.010254
	Iteration 0F: 3 clusters Score -2.295872e+07 nChanged 94502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101370 members 
Mstep: Class 2 contains 95350 members 
Entering Unmasked Estep 
Score: -23015874.000000 Penalty: 6046.010254
	Iteration 1F: 3 clusters Score -2.301587e+07 nChanged 8729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104419 members 
Mstep: Class 2 contains 92301 members 
Entering Unmasked Estep 
Score: -23020048.000000 Penalty: 6046.010254
	Iteration 2Q: 3 clusters Score -2.302005e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109605 members 
Mstep: Class 2 contains 87115 members 
Entering Unmasked Estep 
Score: -23027126.000000 Penalty: 6046.010254
	Iteration 3F: 3 clusters Score -2.302713e+07 nChanged 14718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117523 members 
Mstep: Class 2 contains 79197 members 
Entering Unmasked Estep 
Score: -23038056.000000 Penalty: 6046.010254
	Iteration 4F: 3 clusters Score -2.303806e+07 nChanged 16504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127039 members 
Mstep: Class 2 contains 69681 members 
Entering Unmasked Estep 
Score: -23052236.000000 Penalty: 6046.010254
	Iteration 5F: 3 clusters Score -2.305224e+07 nChanged 15362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135519 members 
Mstep: Class 2 contains 61201 members 
Entering Unmasked Estep 
Score: -23065484.000000 Penalty: 6046.010254
	Iteration 6F: 3 clusters Score -2.306548e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141016 members 
Mstep: Class 2 contains 55704 members 
Entering Unmasked Estep 
Score: -23072708.000000 Penalty: 6046.010254
	Iteration 7F: 3 clusters Score -2.307271e+07 nChanged 6355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144779 members 
Mstep: Class 2 contains 51941 members 
Entering Unmasked Estep 
Score: -23075778.000000 Penalty: 6046.010254
	Iteration 8Q: 3 clusters Score -2.307578e+07 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148005 members 
Mstep: Class 2 contains 48715 members 
Entering Unmasked Estep 
Score: -23077450.000000 Penalty: 6046.010254
	Iteration 9Q: 3 clusters Score -2.307745e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150967 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -23078912.000000 Penalty: 6046.010254
	Iteration 10Q: 3 clusters Score -2.307891e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154072 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -23080234.000000 Penalty: 6046.010254
	Iteration 11Q: 3 clusters Score -2.308023e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157448 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -23081490.000000 Penalty: 6046.010254
	Iteration 12Q: 3 clusters Score -2.308149e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161022 members 
Mstep: Class 2 contains 35698 members 
Entering Unmasked Estep 
Score: -23082542.000000 Penalty: 6046.010254
	Iteration 13Q: 3 clusters Score -2.308254e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164626 members 
Mstep: Class 2 contains 32094 members 
Entering Unmasked Estep 
Score: -23083376.000000 Penalty: 6046.010254
	Iteration 14Q: 3 clusters Score -2.308338e+07 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168303 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -23084124.000000 Penalty: 6046.010254
	Iteration 15Q: 3 clusters Score -2.308412e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172063 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -23084668.000000 Penalty: 6046.010254
	Iteration 16Q: 3 clusters Score -2.308467e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175668 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -23085254.000000 Penalty: 6046.010254
	Iteration 17Q: 3 clusters Score -2.308525e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178985 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -23085602.000000 Penalty: 6046.010254
	Iteration 18Q: 3 clusters Score -2.30856e+07 nChanged 2876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181861 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -23085924.000000 Penalty: 6046.010254
	Iteration 19Q: 3 clusters Score -2.308592e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184236 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -23085926.000000 Penalty: 6046.010254
	Iteration 20F: 3 clusters Score -2.308593e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186242 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -23085958.000000 Penalty: 6046.010254
	Iteration 21Q: 3 clusters Score -2.308596e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187973 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -23086052.000000 Penalty: 6046.010254
	Iteration 22Q: 3 clusters Score -2.308605e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189363 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -23086030.000000 Penalty: 6046.010254
	Iteration 23Q: 3 clusters Score -2.308603e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190459 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -23085914.000000 Penalty: 6046.010254
	Iteration 24Q: 3 clusters Score -2.308591e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191286 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -23085848.000000 Penalty: 6046.010254
	Iteration 25Q: 3 clusters Score -2.308585e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191979 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -23085720.000000 Penalty: 6046.010254
	Iteration 26Q: 3 clusters Score -2.308572e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192539 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -23085514.000000 Penalty: 6046.010254
	Iteration 27Q: 3 clusters Score -2.308551e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192994 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -23085408.000000 Penalty: 6046.010254
	Iteration 28Q: 3 clusters Score -2.308541e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193341 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -23085362.000000 Penalty: 6046.010254
	Iteration 29Q: 3 clusters Score -2.308536e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193616 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -23085408.000000 Penalty: 6046.010254
	Iteration 30Q: 3 clusters Score -2.308541e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193847 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -23085362.000000 Penalty: 6046.010254
	Iteration 31Q: 3 clusters Score -2.308536e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194040 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -23085334.000000 Penalty: 6046.010254
	Iteration 32Q: 3 clusters Score -2.308533e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194190 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -23085298.000000 Penalty: 6046.010254
	Iteration 33Q: 3 clusters Score -2.30853e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194314 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -23085292.000000 Penalty: 6046.010254
	Iteration 34Q: 3 clusters Score -2.308529e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194427 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -23085246.000000 Penalty: 6046.010254
	Iteration 35Q: 3 clusters Score -2.308525e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194509 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -23085252.000000 Penalty: 6046.010254
	Iteration 36Q: 3 clusters Score -2.308525e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194568 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -23085244.000000 Penalty: 6046.010254
	Iteration 37Q: 3 clusters Score -2.308524e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194611 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -23085228.000000 Penalty: 6046.010254
	Iteration 38Q: 3 clusters Score -2.308523e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194652 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -23085202.000000 Penalty: 6046.010254
	Iteration 39Q: 3 clusters Score -2.30852e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194694 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -23085206.000000 Penalty: 6046.010254
	Iteration 40F: 3 clusters Score -2.308521e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194724 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -23085180.000000 Penalty: 6046.010254
	Iteration 41Q: 3 clusters Score -2.308518e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194742 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -23085178.000000 Penalty: 6046.010254
	Iteration 42Q: 3 clusters Score -2.308518e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194765 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -23085180.000000 Penalty: 6046.010254
	Iteration 43Q: 3 clusters Score -2.308518e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194786 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -23085182.000000 Penalty: 6046.010254
	Iteration 44Q: 3 clusters Score -2.308518e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194808 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -23085218.000000 Penalty: 6046.010254
	Iteration 45Q: 3 clusters Score -2.308522e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194819 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -23085206.000000 Penalty: 6046.010254
	Iteration 46Q: 3 clusters Score -2.308521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194830 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -23085194.000000 Penalty: 6046.010254
	Iteration 47Q: 3 clusters Score -2.308519e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194843 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -23085180.000000 Penalty: 6046.010254
	Iteration 48Q: 3 clusters Score -2.308518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194859 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -23085160.000000 Penalty: 6046.010254
	Iteration 49Q: 3 clusters Score -2.308516e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194871 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -23085148.000000 Penalty: 6046.010254
	Iteration 50Q: 3 clusters Score -2.308515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194880 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -23085180.000000 Penalty: 6046.010254
	Iteration 51Q: 3 clusters Score -2.308518e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194891 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -23085166.000000 Penalty: 6046.010254
	Iteration 52Q: 3 clusters Score -2.308517e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194899 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -23085186.000000 Penalty: 6046.010254
	Iteration 53Q: 3 clusters Score -2.308519e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194910 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -23085192.000000 Penalty: 6046.010254
	Iteration 54Q: 3 clusters Score -2.308519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194925 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -23085186.000000 Penalty: 6046.010254
	Iteration 55Q: 3 clusters Score -2.308519e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194941 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -23085172.000000 Penalty: 6046.010254
	Iteration 56Q: 3 clusters Score -2.308517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194957 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -23085176.000000 Penalty: 6046.010254
	Iteration 57Q: 3 clusters Score -2.308518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194969 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -23085176.000000 Penalty: 6046.010254
	Iteration 58Q: 3 clusters Score -2.308518e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194985 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -23085156.000000 Penalty: 6046.010254
	Iteration 59Q: 3 clusters Score -2.308516e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194993 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -23085170.000000 Penalty: 6046.010254
	Iteration 60F: 3 clusters Score -2.308517e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195007 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -23085180.000000 Penalty: 6046.010254
	Iteration 61Q: 3 clusters Score -2.308518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195014 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -23085182.000000 Penalty: 6046.010254
	Iteration 62Q: 3 clusters Score -2.308518e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195021 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -23085174.000000 Penalty: 6046.010254
	Iteration 63Q: 3 clusters Score -2.308517e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195025 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -23085194.000000 Penalty: 6046.010254
	Iteration 64Q: 3 clusters Score -2.308519e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195033 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -23085174.000000 Penalty: 6046.010254
	Iteration 65Q: 3 clusters Score -2.308517e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195041 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -23085166.000000 Penalty: 6046.010254
	Iteration 66Q: 3 clusters Score -2.308517e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195053 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -23085162.000000 Penalty: 6046.010254
	Iteration 67Q: 3 clusters Score -2.308516e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195064 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -23085156.000000 Penalty: 6046.010254
	Iteration 68Q: 3 clusters Score -2.308516e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195069 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -23085150.000000 Penalty: 6046.010254
	Iteration 69Q: 3 clusters Score -2.308515e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195075 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -23085146.000000 Penalty: 6046.010254
	Iteration 70Q: 3 clusters Score -2.308515e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195084 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -23085158.000000 Penalty: 6046.010254
	Iteration 71Q: 3 clusters Score -2.308516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195092 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -23085146.000000 Penalty: 6046.010254
	Iteration 72Q: 3 clusters Score -2.308515e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195104 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -23085136.000000 Penalty: 6046.010254
	Iteration 73Q: 3 clusters Score -2.308514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195114 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -23085142.000000 Penalty: 6046.010254
	Iteration 74Q: 3 clusters Score -2.308514e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195125 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -23085136.000000 Penalty: 6046.010254
	Iteration 75Q: 3 clusters Score -2.308514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195131 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -23085138.000000 Penalty: 6046.010254
	Iteration 76Q: 3 clusters Score -2.308514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195136 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -23085128.000000 Penalty: 6046.010254
	Iteration 77Q: 3 clusters Score -2.308513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195139 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -23085116.000000 Penalty: 6046.010254
	Iteration 78Q: 3 clusters Score -2.308512e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195141 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -23085114.000000 Penalty: 6046.010254
	Iteration 79Q: 3 clusters Score -2.308511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195146 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -23085116.000000 Penalty: 6046.010254
	Iteration 80F: 3 clusters Score -2.308512e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195151 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -23085108.000000 Penalty: 6046.010254
	Iteration 81Q: 3 clusters Score -2.308511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195154 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -23085118.000000 Penalty: 6046.010254
	Iteration 82Q: 3 clusters Score -2.308512e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195157 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -23085120.000000 Penalty: 6046.010254
	Iteration 83Q: 3 clusters Score -2.308512e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195158 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -23085112.000000 Penalty: 6046.010254
	Iteration 84Q: 3 clusters Score -2.308511e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195158 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -23085112.000000 Penalty: 6046.010254
	Iteration 85F: 3 clusters Score -2.308511e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45566.437500 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -45566.44 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 232 members 
Entering Unmasked Estep 
Score: -44120.246094 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -44120.25 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44293.328125 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -44293.33 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -44339.941406 Penalty: 3030.186768
	Iteration 2Q: 3 clusters Score -44339.94 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -44383.738281 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -44383.74 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -44394.644531 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -44394.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -44407.011719 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -44407.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -44411.375000 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -44411.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -44415.183594 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -44415.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -44416.527344 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -44416.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44417.718750 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -44417.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -44417.718750 Penalty: 3030.186768
	Iteration 10F: 3 clusters Score -44417.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -224238.093750 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -224238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -221539.218750 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -221539.2 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -222027.125000 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -222027.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -222199.109375 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -222199.1 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -222335.093750 Penalty: 3795.662842
	Iteration 3F: 3 clusters Score -222335.1 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -222494.484375 Penalty: 3795.662842
	Iteration 4Q: 3 clusters Score -222494.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -222733.421875 Penalty: 3795.662842
	Iteration 5F: 3 clusters Score -222733.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -223011.562500 Penalty: 3795.662842
	Iteration 6F: 3 clusters Score -223011.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -223233.046875 Penalty: 3795.662842
	Iteration 7F: 3 clusters Score -223233 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -223397.656250 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -223397.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -223579.531250 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -223579.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -223791.125000 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -223791.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -224065.156250 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -224065.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -224436.468750 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -224436.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -224617.671875 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -224617.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -224682.703125 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -224682.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -224715.250000 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -224715.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -224744.203125 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -224744.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -224765.984375 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -224766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -224775.125000 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -224775.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -224780.828125 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -224780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -224788.968750 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -224789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -224791.796875 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -224791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -224794.218750 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -224794.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -224795.906250 Penalty: 3795.662842
	Iteration 23Q: 3 clusters Score -224795.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -224796.921875 Penalty: 3795.662842
	Iteration 24Q: 3 clusters Score -224796.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -224798.828125 Penalty: 3795.662842
	Iteration 25Q: 3 clusters Score -224798.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -224800.250000 Penalty: 3795.662842
	Iteration 26Q: 3 clusters Score -224800.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -224802.359375 Penalty: 3795.662842
	Iteration 27Q: 3 clusters Score -224802.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -224803.921875 Penalty: 3795.662842
	Iteration 28Q: 3 clusters Score -224803.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -224803.921875 Penalty: 3795.662842
	Iteration 29F: 3 clusters Score -224803.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26409 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239008 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208624 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79037 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317632 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 196720 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 932 members 
Mstep: Class 29 contains 1174 members 
Entering Unmasked Estep 
Score: -161425728.000000 Penalty: 101876.304688
Splitting cluster 28 changes total score from -161426928.000000 to -161425728.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26409 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239008 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208624 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24784 members 
Mstep: Class 18 contains 79037 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317632 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 196720 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 359Q: 29 clusters Score -1.614269e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26409 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239008 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208623 members 
Mstep: Class 15 contains 15346 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24785 members 
Mstep: Class 18 contains 79036 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317631 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196721 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 360F: 29 clusters Score -1.61427e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26411 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239008 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208624 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79037 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317630 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196717 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 361Q: 29 clusters Score -1.61427e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26412 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239009 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208626 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79038 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317626 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196715 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 362Q: 29 clusters Score -1.61427e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26412 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239008 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208632 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79038 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317623 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196716 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427088.000000 Penalty: 98363.328125
Iteration 363Q: 29 clusters Score -1.614271e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26412 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239004 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208635 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79039 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317625 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196714 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427152.000000 Penalty: 98363.328125
Iteration 364Q: 29 clusters Score -1.614272e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26413 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239001 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208636 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37971 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79040 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317628 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196716 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427152.000000 Penalty: 98363.328125
Iteration 365Q: 29 clusters Score -1.614272e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26414 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239000 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208635 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79041 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317628 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196714 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427088.000000 Penalty: 98363.328125
Iteration 366Q: 29 clusters Score -1.614271e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26415 members 
Mstep: Class 4 contains 11798 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238999 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208637 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79041 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317625 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196713 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427120.000000 Penalty: 98363.328125
Iteration 367Q: 29 clusters Score -1.614271e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26414 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239001 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208639 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79041 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317622 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196712 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427072.000000 Penalty: 98363.328125
Iteration 368Q: 29 clusters Score -1.614271e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26414 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239003 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208640 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79041 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317620 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196711 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427136.000000 Penalty: 98363.328125
Iteration 369Q: 29 clusters Score -1.614271e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26415 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239005 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208639 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79041 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317619 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196710 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427152.000000 Penalty: 98363.328125
Iteration 370Q: 29 clusters Score -1.614272e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26414 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239010 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208638 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79041 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317619 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196707 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427072.000000 Penalty: 98363.328125
Iteration 371Q: 29 clusters Score -1.614271e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26414 members 
Mstep: Class 4 contains 11798 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239009 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208637 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79042 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317621 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 196705 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427104.000000 Penalty: 98363.328125
Iteration 372Q: 29 clusters Score -1.614271e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26415 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239012 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208635 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79044 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317622 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 196699 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427104.000000 Penalty: 98363.328125
Iteration 373Q: 29 clusters Score -1.614271e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26418 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239012 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208633 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79046 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317624 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19302 members 
Mstep: Class 26 contains 196694 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427248.000000 Penalty: 98363.328125
Iteration 374Q: 29 clusters Score -1.614272e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26420 members 
Mstep: Class 4 contains 11795 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239011 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208628 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79048 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317625 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19303 members 
Mstep: Class 26 contains 196695 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427184.000000 Penalty: 98363.328125
Iteration 375Q: 29 clusters Score -1.614272e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26422 members 
Mstep: Class 4 contains 11794 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239011 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208624 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79049 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317623 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19305 members 
Mstep: Class 26 contains 196697 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427184.000000 Penalty: 98363.328125
Iteration 376Q: 29 clusters Score -1.614272e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26424 members 
Mstep: Class 4 contains 11794 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239009 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208623 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79050 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317625 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19304 members 
Mstep: Class 26 contains 196696 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427152.000000 Penalty: 98363.328125
Iteration 377Q: 29 clusters Score -1.614272e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26425 members 
Mstep: Class 4 contains 11794 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57257 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239005 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208623 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79050 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317626 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19306 members 
Mstep: Class 26 contains 196695 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427152.000000 Penalty: 98363.328125
Iteration 378Q: 29 clusters Score -1.614272e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26426 members 
Mstep: Class 4 contains 11796 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239004 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208616 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79049 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317627 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19308 members 
Mstep: Class 26 contains 196697 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427232.000000 Penalty: 98363.328125
Iteration 379Q: 29 clusters Score -1.614272e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26427 members 
Mstep: Class 4 contains 11797 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239003 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208614 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79050 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317625 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19310 members 
Mstep: Class 26 contains 196697 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427248.000000 Penalty: 98363.328125
Iteration 380F: 29 clusters Score -1.614272e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11798 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239001 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208612 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79053 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317625 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19311 members 
Mstep: Class 26 contains 196693 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427280.000000 Penalty: 98363.328125
Iteration 381Q: 29 clusters Score -1.614273e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11798 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239001 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208608 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79056 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317623 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19312 members 
Mstep: Class 26 contains 196694 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427424.000000 Penalty: 98363.328125
Iteration 382Q: 29 clusters Score -1.614274e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11799 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239001 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208604 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79057 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317623 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19311 members 
Mstep: Class 26 contains 196697 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427344.000000 Penalty: 98363.328125
Iteration 383Q: 29 clusters Score -1.614273e+08 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11800 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239002 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208597 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24792 members 
Mstep: Class 18 contains 79059 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317621 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19312 members 
Mstep: Class 26 contains 196701 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427360.000000 Penalty: 98363.328125
Iteration 384Q: 29 clusters Score -1.614274e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11799 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239008 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208589 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79059 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317620 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19311 members 
Mstep: Class 26 contains 196706 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427424.000000 Penalty: 98363.328125
Iteration 385Q: 29 clusters Score -1.614274e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11801 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239006 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208580 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79060 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317619 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19314 members 
Mstep: Class 26 contains 196713 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427328.000000 Penalty: 98363.328125
Iteration 386Q: 29 clusters Score -1.614273e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11803 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 239007 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18461 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208576 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79063 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317614 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19312 members 
Mstep: Class 26 contains 196717 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427280.000000 Penalty: 98363.328125
Iteration 387Q: 29 clusters Score -1.614273e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11805 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238996 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208566 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79064 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317616 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19314 members 
Mstep: Class 26 contains 196732 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427216.000000 Penalty: 98363.328125
Iteration 388Q: 29 clusters Score -1.614272e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 11807 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238986 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208563 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79065 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317619 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19316 members 
Mstep: Class 26 contains 196738 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427248.000000 Penalty: 98363.328125
Iteration 389Q: 29 clusters Score -1.614272e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238987 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208553 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317616 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19318 members 
Mstep: Class 26 contains 196744 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427280.000000 Penalty: 98363.328125
Iteration 390Q: 29 clusters Score -1.614273e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 11808 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238985 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208546 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317620 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196746 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427264.000000 Penalty: 98363.328125
Iteration 391Q: 29 clusters Score -1.614273e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238980 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208538 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 11960 members 
Mstep: Class 20 contains 317624 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196751 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427344.000000 Penalty: 98363.328125
Iteration 392Q: 29 clusters Score -1.614273e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 11811 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238973 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208529 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 79067 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 317626 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196758 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427248.000000 Penalty: 98363.328125
Iteration 393Q: 29 clusters Score -1.614272e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 11812 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6910 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238970 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208517 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 317632 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196766 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427088.000000 Penalty: 98363.328125
Iteration 394Q: 29 clusters Score -1.614271e+08 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 11813 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238961 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208518 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 37978 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 317631 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196774 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427072.000000 Penalty: 98363.328125
Iteration 395Q: 29 clusters Score -1.614271e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11813 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238958 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39640 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208514 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 317626 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196785 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427104.000000 Penalty: 98363.328125
Iteration 396Q: 29 clusters Score -1.614271e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11813 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238956 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208515 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24792 members 
Mstep: Class 18 contains 79065 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 317625 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19320 members 
Mstep: Class 26 contains 196791 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 397Q: 29 clusters Score -1.61427e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11813 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6909 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238956 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208518 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37978 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 79065 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 317625 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19320 members 
Mstep: Class 26 contains 196789 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 398Q: 29 clusters Score -1.61427e+08 nChanged 24
Entering ConstructFrom: 
Score: -161426976.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (17064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Entering Unmasked Estep 
Score: -1924512.625000 Penalty: 2416.692139
	Iteration 0F: 2 clusters Score -1924513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -1912440.625000 Penalty: 4833.384277
	Iteration 0F: 3 clusters Score -1912441 nChanged 7405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -1916494.375000 Penalty: 4833.384277
	Iteration 1F: 3 clusters Score -1916494 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1917065.500000 Penalty: 4833.384277
	Iteration 2F: 3 clusters Score -1917066 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1917674.500000 Penalty: 4833.384277
	Iteration 3F: 3 clusters Score -1917674 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1918352.250000 Penalty: 4833.384277
	Iteration 4F: 3 clusters Score -1918352 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -1918948.625000 Penalty: 4833.384277
	Iteration 5F: 3 clusters Score -1918949 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1919459.750000 Penalty: 4833.384277
	Iteration 6F: 3 clusters Score -1919460 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 9568 members 
Entering Unmasked Estep 
Score: -1919939.625000 Penalty: 4833.384277
	Iteration 7Q: 3 clusters Score -1919940 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -1920512.125000 Penalty: 4833.384277
	Iteration 8F: 3 clusters Score -1920512 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1921294.875000 Penalty: 4833.384277
	Iteration 9F: 3 clusters Score -1921295 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1922103.375000 Penalty: 4833.384277
	Iteration 10F: 3 clusters Score -1922103 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1922949.750000 Penalty: 4833.384277
	Iteration 11Q: 3 clusters Score -1922950 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1923724.750000 Penalty: 4833.384277
	Iteration 12Q: 3 clusters Score -1923725 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 13781 members 
Entering Unmasked Estep 
Score: -1924313.875000 Penalty: 4833.384277
	Iteration 13Q: 3 clusters Score -1924314 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -1924684.000000 Penalty: 4833.384277
	Iteration 14Q: 3 clusters Score -1924684 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -1924984.875000 Penalty: 4833.384277
	Iteration 15Q: 3 clusters Score -1924985 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 14658 members 
Entering Unmasked Estep 
Score: -1925160.250000 Penalty: 4833.384277
	Iteration 16Q: 3 clusters Score -1925160 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1925268.625000 Penalty: 4833.384277
	Iteration 17Q: 3 clusters Score -1925269 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 14924 members 
Entering Unmasked Estep 
Score: -1925346.250000 Penalty: 4833.384277
	Iteration 18Q: 3 clusters Score -1925346 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -1925382.500000 Penalty: 4833.384277
	Iteration 19Q: 3 clusters Score -1925382 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -1925402.875000 Penalty: 4833.384277
	Iteration 20F: 3 clusters Score -1925403 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1925414.875000 Penalty: 4833.384277
	Iteration 21Q: 3 clusters Score -1925415 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -1925427.375000 Penalty: 4833.384277
	Iteration 22Q: 3 clusters Score -1925427 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1925431.875000 Penalty: 4833.384277
	Iteration 23Q: 3 clusters Score -1925432 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -1925431.500000 Penalty: 4833.384277
	Iteration 24Q: 3 clusters Score -1925432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -1925443.375000 Penalty: 4833.384277
	Iteration 25Q: 3 clusters Score -1925443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 15192 members 
Entering Unmasked Estep 
Score: -1925446.875000 Penalty: 4833.384277
	Iteration 26Q: 3 clusters Score -1925447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15198 members 
Entering Unmasked Estep 
Score: -1925449.875000 Penalty: 4833.384277
	Iteration 27Q: 3 clusters Score -1925450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -1925451.375000 Penalty: 4833.384277
	Iteration 28Q: 3 clusters Score -1925451 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 15214 members 
Entering Unmasked Estep 
Score: -1925449.500000 Penalty: 4833.384277
	Iteration 29Q: 3 clusters Score -1925450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1925455.250000 Penalty: 4833.384277
	Iteration 30Q: 3 clusters Score -1925455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -1925455.000000 Penalty: 4833.384277
	Iteration 31Q: 3 clusters Score -1925455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 15222 members 
Entering Unmasked Estep 
Score: -1925455.250000 Penalty: 4833.384277
	Iteration 32Q: 3 clusters Score -1925455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -1925452.625000 Penalty: 4833.384277
	Iteration 33Q: 3 clusters Score -1925453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -1925456.250000 Penalty: 4833.384277
	Iteration 34Q: 3 clusters Score -1925456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -1925457.000000 Penalty: 4833.384277
	Iteration 35Q: 3 clusters Score -1925457 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1925460.625000 Penalty: 4833.384277
	Iteration 36Q: 3 clusters Score -1925461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -1925460.625000 Penalty: 4833.384277
	Iteration 37F: 3 clusters Score -1925461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11814 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238951 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208519 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24795 members 
Mstep: Class 18 contains 79065 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 317626 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 196792 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 15230 members 
Entering Unmasked Estep 
Score: -161426368.000000 Penalty: 101876.304688
Splitting cluster 1 changes total score from -161426976.000000 to -161426368.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Entering Unmasked Estep 
Score: -1568964.750000 Penalty: 2368.334717
	Iteration 0F: 2 clusters Score -1568965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1558786.375000 Penalty: 4736.669434
	Iteration 0F: 3 clusters Score -1558786 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1562032.500000 Penalty: 4736.669434
	Iteration 1F: 3 clusters Score -1562032 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -1562502.125000 Penalty: 4736.669434
	Iteration 2F: 3 clusters Score -1562502 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -1563025.375000 Penalty: 4736.669434
	Iteration 3F: 3 clusters Score -1563025 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1563572.375000 Penalty: 4736.669434
	Iteration 4F: 3 clusters Score -1563572 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1564102.875000 Penalty: 4736.669434
	Iteration 5F: 3 clusters Score -1564103 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8622 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1564581.625000 Penalty: 4736.669434
	Iteration 6F: 3 clusters Score -1564582 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1564941.875000 Penalty: 4736.669434
	Iteration 7Q: 3 clusters Score -1564942 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1565257.000000 Penalty: 4736.669434
	Iteration 8Q: 3 clusters Score -1565257 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1565523.125000 Penalty: 4736.669434
	Iteration 9Q: 3 clusters Score -1565523 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1565762.625000 Penalty: 4736.669434
	Iteration 10Q: 3 clusters Score -1565763 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1565982.125000 Penalty: 4736.669434
	Iteration 11Q: 3 clusters Score -1565982 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1566197.625000 Penalty: 4736.669434
	Iteration 12Q: 3 clusters Score -1566198 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1566426.625000 Penalty: 4736.669434
	Iteration 13Q: 3 clusters Score -1566427 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -1566645.000000 Penalty: 4736.669434
	Iteration 14Q: 3 clusters Score -1566645 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -1566826.250000 Penalty: 4736.669434
	Iteration 15Q: 3 clusters Score -1566826 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -1566958.375000 Penalty: 4736.669434
	Iteration 16Q: 3 clusters Score -1566958 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1567063.875000 Penalty: 4736.669434
	Iteration 17Q: 3 clusters Score -1567064 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1567153.125000 Penalty: 4736.669434
	Iteration 18Q: 3 clusters Score -1567153 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1567203.750000 Penalty: 4736.669434
	Iteration 19Q: 3 clusters Score -1567204 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11943 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1567240.125000 Penalty: 4736.669434
	Iteration 20F: 3 clusters Score -1567240 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1567274.250000 Penalty: 4736.669434
	Iteration 21Q: 3 clusters Score -1567274 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -1567305.625000 Penalty: 4736.669434
	Iteration 22Q: 3 clusters Score -1567306 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1567339.375000 Penalty: 4736.669434
	Iteration 23Q: 3 clusters Score -1567339 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1567371.000000 Penalty: 4736.669434
	Iteration 24Q: 3 clusters Score -1567371 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1567393.125000 Penalty: 4736.669434
	Iteration 25Q: 3 clusters Score -1567393 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12321 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1567413.000000 Penalty: 4736.669434
	Iteration 26Q: 3 clusters Score -1567413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1567422.000000 Penalty: 4736.669434
	Iteration 27Q: 3 clusters Score -1567422 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1567430.750000 Penalty: 4736.669434
	Iteration 28Q: 3 clusters Score -1567431 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1567444.125000 Penalty: 4736.669434
	Iteration 29Q: 3 clusters Score -1567444 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -1567451.125000 Penalty: 4736.669434
	Iteration 30Q: 3 clusters Score -1567451 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1567459.375000 Penalty: 4736.669434
	Iteration 31Q: 3 clusters Score -1567459 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1567472.250000 Penalty: 4736.669434
	Iteration 32Q: 3 clusters Score -1567472 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1567472.875000 Penalty: 4736.669434
	Iteration 33Q: 3 clusters Score -1567473 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1567485.375000 Penalty: 4736.669434
	Iteration 34Q: 3 clusters Score -1567485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1567485.125000 Penalty: 4736.669434
	Iteration 35Q: 3 clusters Score -1567485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1567488.750000 Penalty: 4736.669434
	Iteration 36Q: 3 clusters Score -1567489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1567493.875000 Penalty: 4736.669434
	Iteration 37Q: 3 clusters Score -1567494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -1567496.250000 Penalty: 4736.669434
	Iteration 38Q: 3 clusters Score -1567496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12539 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1567497.000000 Penalty: 4736.669434
	Iteration 39Q: 3 clusters Score -1567497 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1567497.500000 Penalty: 4736.669434
	Iteration 40F: 3 clusters Score -1567498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1567499.250000 Penalty: 4736.669434
	Iteration 41Q: 3 clusters Score -1567499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12550 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1567499.750000 Penalty: 4736.669434
	Iteration 42Q: 3 clusters Score -1567500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1567500.750000 Penalty: 4736.669434
	Iteration 43Q: 3 clusters Score -1567501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1567501.250000 Penalty: 4736.669434
	Iteration 44Q: 3 clusters Score -1567501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1567502.250000 Penalty: 4736.669434
	Iteration 45Q: 3 clusters Score -1567502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1567501.250000 Penalty: 4736.669434
	Iteration 46Q: 3 clusters Score -1567501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1567504.250000 Penalty: 4736.669434
	Iteration 47Q: 3 clusters Score -1567504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1567501.750000 Penalty: 4736.669434
	Iteration 48Q: 3 clusters Score -1567502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1567506.500000 Penalty: 4736.669434
	Iteration 49Q: 3 clusters Score -1567506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1567507.250000 Penalty: 4736.669434
	Iteration 50Q: 3 clusters Score -1567507 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1567515.125000 Penalty: 4736.669434
	Iteration 51Q: 3 clusters Score -1567515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1567516.500000 Penalty: 4736.669434
	Iteration 52Q: 3 clusters Score -1567516 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1567518.250000 Penalty: 4736.669434
	Iteration 53Q: 3 clusters Score -1567518 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1567524.500000 Penalty: 4736.669434
	Iteration 54Q: 3 clusters Score -1567524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1567530.500000 Penalty: 4736.669434
	Iteration 55Q: 3 clusters Score -1567530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12632 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -1567542.250000 Penalty: 4736.669434
	Iteration 56Q: 3 clusters Score -1567542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1567548.250000 Penalty: 4736.669434
	Iteration 57Q: 3 clusters Score -1567548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1567555.000000 Penalty: 4736.669434
	Iteration 58Q: 3 clusters Score -1567555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1567562.750000 Penalty: 4736.669434
	Iteration 59Q: 3 clusters Score -1567563 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1567564.750000 Penalty: 4736.669434
	Iteration 60F: 3 clusters Score -1567565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -1567569.375000 Penalty: 4736.669434
	Iteration 61Q: 3 clusters Score -1567569 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1567572.000000 Penalty: 4736.669434
	Iteration 62Q: 3 clusters Score -1567572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1567578.750000 Penalty: 4736.669434
	Iteration 63Q: 3 clusters Score -1567579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1567578.750000 Penalty: 4736.669434
	Iteration 64Q: 3 clusters Score -1567579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1567579.125000 Penalty: 4736.669434
	Iteration 65Q: 3 clusters Score -1567579 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1567582.500000 Penalty: 4736.669434
	Iteration 66Q: 3 clusters Score -1567582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1567583.750000 Penalty: 4736.669434
	Iteration 67Q: 3 clusters Score -1567584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1567583.250000 Penalty: 4736.669434
	Iteration 68Q: 3 clusters Score -1567583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1567585.625000 Penalty: 4736.669434
	Iteration 69Q: 3 clusters Score -1567586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12716 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1567590.375000 Penalty: 4736.669434
	Iteration 70Q: 3 clusters Score -1567590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1567590.750000 Penalty: 4736.669434
	Iteration 71Q: 3 clusters Score -1567591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -1567593.750000 Penalty: 4736.669434
	Iteration 72Q: 3 clusters Score -1567594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1567591.500000 Penalty: 4736.669434
	Iteration 73Q: 3 clusters Score -1567592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1567591.500000 Penalty: 4736.669434
	Iteration 74F: 3 clusters Score -1567592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26429 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Entering Unmasked Estep 
Score: -3159973.250000 Penalty: 2525.189941
	Iteration 0F: 2 clusters Score -3159973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 13362 members 
Entering Unmasked Estep 
Score: -3141592.500000 Penalty: 5050.379883
	Iteration 0F: 3 clusters Score -3141592 nChanged 11849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -3147979.500000 Penalty: 5050.379883
	Iteration 1F: 3 clusters Score -3147980 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 14485 members 
Entering Unmasked Estep 
Score: -3148451.500000 Penalty: 5050.379883
	Iteration 2Q: 3 clusters Score -3148452 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -3148904.250000 Penalty: 5050.379883
	Iteration 3Q: 3 clusters Score -3148904 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3149498.250000 Penalty: 5050.379883
	Iteration 4Q: 3 clusters Score -3149498 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 17059 members 
Entering Unmasked Estep 
Score: -3150304.250000 Penalty: 5050.379883
	Iteration 5F: 3 clusters Score -3150304 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -3151522.250000 Penalty: 5050.379883
	Iteration 6F: 3 clusters Score -3151522 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3153185.500000 Penalty: 5050.379883
	Iteration 7F: 3 clusters Score -3153186 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 21778 members 
Entering Unmasked Estep 
Score: -3154858.500000 Penalty: 5050.379883
	Iteration 8F: 3 clusters Score -3154858 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -3156175.250000 Penalty: 5050.379883
	Iteration 9F: 3 clusters Score -3156175 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 23787 members 
Entering Unmasked Estep 
Score: -3157026.750000 Penalty: 5050.379883
	Iteration 10Q: 3 clusters Score -3157027 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 24220 members 
Entering Unmasked Estep 
Score: -3157489.750000 Penalty: 5050.379883
	Iteration 11Q: 3 clusters Score -3157490 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -3157748.250000 Penalty: 5050.379883
	Iteration 12Q: 3 clusters Score -3157748 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 24643 members 
Entering Unmasked Estep 
Score: -3157912.250000 Penalty: 5050.379883
	Iteration 13Q: 3 clusters Score -3157912 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3158005.750000 Penalty: 5050.379883
	Iteration 14Q: 3 clusters Score -3158006 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 24821 members 
Entering Unmasked Estep 
Score: -3158073.000000 Penalty: 5050.379883
	Iteration 15Q: 3 clusters Score -3158073 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3158136.250000 Penalty: 5050.379883
	Iteration 16Q: 3 clusters Score -3158136 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -3158174.250000 Penalty: 5050.379883
	Iteration 17Q: 3 clusters Score -3158174 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3158212.750000 Penalty: 5050.379883
	Iteration 18Q: 3 clusters Score -3158213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 24995 members 
Entering Unmasked Estep 
Score: -3158235.000000 Penalty: 5050.379883
	Iteration 19Q: 3 clusters Score -3158235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3158260.000000 Penalty: 5050.379883
	Iteration 20F: 3 clusters Score -3158260 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -3158266.750000 Penalty: 5050.379883
	Iteration 21Q: 3 clusters Score -3158267 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -3158275.250000 Penalty: 5050.379883
	Iteration 22Q: 3 clusters Score -3158275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -3158285.250000 Penalty: 5050.379883
	Iteration 23Q: 3 clusters Score -3158285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3158280.250000 Penalty: 5050.379883
	Iteration 24Q: 3 clusters Score -3158280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -3158291.500000 Penalty: 5050.379883
	Iteration 25Q: 3 clusters Score -3158292 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -3158301.500000 Penalty: 5050.379883
	Iteration 26Q: 3 clusters Score -3158302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -3158306.250000 Penalty: 5050.379883
	Iteration 27Q: 3 clusters Score -3158306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 25143 members 
Entering Unmasked Estep 
Score: -3158317.000000 Penalty: 5050.379883
	Iteration 28Q: 3 clusters Score -3158317 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 25152 members 
Entering Unmasked Estep 
Score: -3158319.000000 Penalty: 5050.379883
	Iteration 29Q: 3 clusters Score -3158319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 25161 members 
Entering Unmasked Estep 
Score: -3158325.000000 Penalty: 5050.379883
	Iteration 30Q: 3 clusters Score -3158325 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 25164 members 
Entering Unmasked Estep 
Score: -3158331.250000 Penalty: 5050.379883
	Iteration 31Q: 3 clusters Score -3158331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 25167 members 
Entering Unmasked Estep 
Score: -3158329.750000 Penalty: 5050.379883
	Iteration 32Q: 3 clusters Score -3158330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 25169 members 
Entering Unmasked Estep 
Score: -3158329.750000 Penalty: 5050.379883
	Iteration 33Q: 3 clusters Score -3158330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25171 members 
Entering Unmasked Estep 
Score: -3158332.250000 Penalty: 5050.379883
	Iteration 34Q: 3 clusters Score -3158332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 25172 members 
Entering Unmasked Estep 
Score: -3158335.250000 Penalty: 5050.379883
	Iteration 35Q: 3 clusters Score -3158335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 25175 members 
Entering Unmasked Estep 
Score: -3158339.500000 Penalty: 5050.379883
	Iteration 36Q: 3 clusters Score -3158340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3158338.750000 Penalty: 5050.379883
	Iteration 37Q: 3 clusters Score -3158339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -3158338.750000 Penalty: 5050.379883
	Iteration 38F: 3 clusters Score -3158339 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1412438.625000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1412439 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1403613.875000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1403614 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -1406331.750000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1406332 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1406636.000000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1406636 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1406854.125000 Penalty: 4651.012207
	Iteration 3Q: 3 clusters Score -1406854 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1407060.125000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1407060 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1407242.625000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1407243 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1407393.000000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1407393 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1407524.375000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1407524 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1407662.375000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1407662 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1407815.750000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1407816 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1408004.000000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1408004 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1408209.875000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1408210 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1408441.250000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1408441 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1408709.125000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1408709 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1408936.625000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1408937 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1409139.000000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1409139 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1409313.875000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1409314 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1409462.125000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1409462 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -1409579.875000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1409580 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1409655.750000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1409656 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1409711.250000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1409711 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1409747.375000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1409747 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 9206 members 
Entering Unmasked Estep 
Score: -1409784.375000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1409784 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1409819.625000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1409820 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1409839.750000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1409840 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1409848.500000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1409848 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1409867.750000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1409868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1409872.375000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1409872 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -1409888.750000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1409889 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1409895.375000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1409895 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 9562 members 
Entering Unmasked Estep 
Score: -1409909.375000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1409909 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -1409920.125000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1409920 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9655 members 
Entering Unmasked Estep 
Score: -1409933.750000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1409934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -1409942.125000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1409942 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -1409959.500000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1409960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -1409976.125000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1409976 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1409989.375000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1409989 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1409999.500000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1410000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -1410011.500000 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -1410012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1410022.000000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -1410022 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -1410031.750000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -1410032 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1410044.500000 Penalty: 4651.012207
	Iteration 41Q: 3 clusters Score -1410044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1410053.375000 Penalty: 4651.012207
	Iteration 42Q: 3 clusters Score -1410053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1410067.875000 Penalty: 4651.012207
	Iteration 43Q: 3 clusters Score -1410068 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1410080.125000 Penalty: 4651.012207
	Iteration 44Q: 3 clusters Score -1410080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1410094.375000 Penalty: 4651.012207
	Iteration 45Q: 3 clusters Score -1410094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 10125 members 
Entering Unmasked Estep 
Score: -1410100.500000 Penalty: 4651.012207
	Iteration 46Q: 3 clusters Score -1410100 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -1410105.750000 Penalty: 4651.012207
	Iteration 47Q: 3 clusters Score -1410106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1410115.500000 Penalty: 4651.012207
	Iteration 48Q: 3 clusters Score -1410116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1410125.625000 Penalty: 4651.012207
	Iteration 49Q: 3 clusters Score -1410126 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1410140.125000 Penalty: 4651.012207
	Iteration 50Q: 3 clusters Score -1410140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1410150.000000 Penalty: 4651.012207
	Iteration 51Q: 3 clusters Score -1410150 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10283 members 
Entering Unmasked Estep 
Score: -1410164.625000 Penalty: 4651.012207
	Iteration 52Q: 3 clusters Score -1410165 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1410182.750000 Penalty: 4651.012207
	Iteration 53Q: 3 clusters Score -1410183 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1410195.625000 Penalty: 4651.012207
	Iteration 54Q: 3 clusters Score -1410196 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -1410207.250000 Penalty: 4651.012207
	Iteration 55Q: 3 clusters Score -1410207 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -1410218.750000 Penalty: 4651.012207
	Iteration 56Q: 3 clusters Score -1410219 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1410228.125000 Penalty: 4651.012207
	Iteration 57Q: 3 clusters Score -1410228 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1410242.625000 Penalty: 4651.012207
	Iteration 58Q: 3 clusters Score -1410243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1410252.000000 Penalty: 4651.012207
	Iteration 59Q: 3 clusters Score -1410252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -1410259.500000 Penalty: 4651.012207
	Iteration 60F: 3 clusters Score -1410260 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1410263.375000 Penalty: 4651.012207
	Iteration 61Q: 3 clusters Score -1410263 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -1410268.875000 Penalty: 4651.012207
	Iteration 62Q: 3 clusters Score -1410269 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1410272.000000 Penalty: 4651.012207
	Iteration 63Q: 3 clusters Score -1410272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1410275.750000 Penalty: 4651.012207
	Iteration 64Q: 3 clusters Score -1410276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -1410282.750000 Penalty: 4651.012207
	Iteration 65Q: 3 clusters Score -1410283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1410286.750000 Penalty: 4651.012207
	Iteration 66Q: 3 clusters Score -1410287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1410292.375000 Penalty: 4651.012207
	Iteration 67Q: 3 clusters Score -1410292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1410297.250000 Penalty: 4651.012207
	Iteration 68Q: 3 clusters Score -1410297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -1410299.875000 Penalty: 4651.012207
	Iteration 69Q: 3 clusters Score -1410300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -1410302.250000 Penalty: 4651.012207
	Iteration 70Q: 3 clusters Score -1410302 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1410304.000000 Penalty: 4651.012207
	Iteration 71Q: 3 clusters Score -1410304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -1410305.500000 Penalty: 4651.012207
	Iteration 72Q: 3 clusters Score -1410306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1410304.625000 Penalty: 4651.012207
	Iteration 73Q: 3 clusters Score -1410305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -1410307.250000 Penalty: 4651.012207
	Iteration 74Q: 3 clusters Score -1410307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -1410308.375000 Penalty: 4651.012207
	Iteration 75Q: 3 clusters Score -1410308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -1410309.500000 Penalty: 4651.012207
	Iteration 76Q: 3 clusters Score -1410310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -1410310.250000 Penalty: 4651.012207
	Iteration 77Q: 3 clusters Score -1410310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1410315.000000 Penalty: 4651.012207
	Iteration 78Q: 3 clusters Score -1410315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1410314.375000 Penalty: 4651.012207
	Iteration 79Q: 3 clusters Score -1410314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -1410320.875000 Penalty: 4651.012207
	Iteration 80F: 3 clusters Score -1410321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -1410320.750000 Penalty: 4651.012207
	Iteration 81Q: 3 clusters Score -1410321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -1410329.000000 Penalty: 4651.012207
	Iteration 82Q: 3 clusters Score -1410329 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1410337.375000 Penalty: 4651.012207
	Iteration 83Q: 3 clusters Score -1410337 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -1410338.375000 Penalty: 4651.012207
	Iteration 84Q: 3 clusters Score -1410338 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1410340.125000 Penalty: 4651.012207
	Iteration 85Q: 3 clusters Score -1410340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1410342.875000 Penalty: 4651.012207
	Iteration 86Q: 3 clusters Score -1410343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -1410345.500000 Penalty: 4651.012207
	Iteration 87Q: 3 clusters Score -1410346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1410348.375000 Penalty: 4651.012207
	Iteration 88Q: 3 clusters Score -1410348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1410348.875000 Penalty: 4651.012207
	Iteration 89Q: 3 clusters Score -1410349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1410350.000000 Penalty: 4651.012207
	Iteration 90Q: 3 clusters Score -1410350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1410350.000000 Penalty: 4651.012207
	Iteration 91Q: 3 clusters Score -1410350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -1410349.500000 Penalty: 4651.012207
	Iteration 92Q: 3 clusters Score -1410350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -1410351.875000 Penalty: 4651.012207
	Iteration 93Q: 3 clusters Score -1410352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1410352.875000 Penalty: 4651.012207
	Iteration 94Q: 3 clusters Score -1410353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -1410353.625000 Penalty: 4651.012207
	Iteration 95Q: 3 clusters Score -1410354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1410355.125000 Penalty: 4651.012207
	Iteration 96Q: 3 clusters Score -1410355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1410356.375000 Penalty: 4651.012207
	Iteration 97Q: 3 clusters Score -1410356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 10753 members 
Entering Unmasked Estep 
Score: -1410354.375000 Penalty: 4651.012207
	Iteration 98Q: 3 clusters Score -1410354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -1410354.750000 Penalty: 4651.012207
	Iteration 99Q: 3 clusters Score -1410355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -1410356.000000 Penalty: 4651.012207
	Iteration 100F: 3 clusters Score -1410356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Entering Unmasked Estep 
Score: -423103.937500 Penalty: 2039.659180
	Iteration 0F: 2 clusters Score -423103.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -419358.437500 Penalty: 4079.318359
	Iteration 0F: 3 clusters Score -419358.4 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -420139.468750 Penalty: 4079.318359
	Iteration 1F: 3 clusters Score -420139.5 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -420315.718750 Penalty: 4079.318359
	Iteration 2F: 3 clusters Score -420315.7 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -420422.625000 Penalty: 4079.318359
	Iteration 3Q: 3 clusters Score -420422.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -420503.125000 Penalty: 4079.318359
	Iteration 4Q: 3 clusters Score -420503.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -420565.531250 Penalty: 4079.318359
	Iteration 5Q: 3 clusters Score -420565.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -420614.687500 Penalty: 4079.318359
	Iteration 6Q: 3 clusters Score -420614.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -420654.687500 Penalty: 4079.318359
	Iteration 7Q: 3 clusters Score -420654.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -420692.937500 Penalty: 4079.318359
	Iteration 8Q: 3 clusters Score -420692.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -420737.000000 Penalty: 4079.318359
	Iteration 9Q: 3 clusters Score -420737 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -420784.656250 Penalty: 4079.318359
	Iteration 10Q: 3 clusters Score -420784.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -420819.937500 Penalty: 4079.318359
	Iteration 11Q: 3 clusters Score -420819.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -420851.937500 Penalty: 4079.318359
	Iteration 12Q: 3 clusters Score -420851.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -420877.187500 Penalty: 4079.318359
	Iteration 13Q: 3 clusters Score -420877.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -420895.156250 Penalty: 4079.318359
	Iteration 14Q: 3 clusters Score -420895.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -420910.468750 Penalty: 4079.318359
	Iteration 15Q: 3 clusters Score -420910.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -420924.093750 Penalty: 4079.318359
	Iteration 16Q: 3 clusters Score -420924.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -420937.812500 Penalty: 4079.318359
	Iteration 17Q: 3 clusters Score -420937.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -420950.937500 Penalty: 4079.318359
	Iteration 18Q: 3 clusters Score -420950.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -420965.500000 Penalty: 4079.318359
	Iteration 19Q: 3 clusters Score -420965.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -420975.968750 Penalty: 4079.318359
	Iteration 20F: 3 clusters Score -420976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -420985.093750 Penalty: 4079.318359
	Iteration 21Q: 3 clusters Score -420985.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -420992.843750 Penalty: 4079.318359
	Iteration 22Q: 3 clusters Score -420992.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -421002.375000 Penalty: 4079.318359
	Iteration 23Q: 3 clusters Score -421002.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -421008.500000 Penalty: 4079.318359
	Iteration 24Q: 3 clusters Score -421008.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -421013.000000 Penalty: 4079.318359
	Iteration 25Q: 3 clusters Score -421013 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -421018.062500 Penalty: 4079.318359
	Iteration 26Q: 3 clusters Score -421018.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -421024.500000 Penalty: 4079.318359
	Iteration 27Q: 3 clusters Score -421024.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -421030.250000 Penalty: 4079.318359
	Iteration 28Q: 3 clusters Score -421030.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -421033.687500 Penalty: 4079.318359
	Iteration 29Q: 3 clusters Score -421033.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -421037.375000 Penalty: 4079.318359
	Iteration 30Q: 3 clusters Score -421037.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -421040.781250 Penalty: 4079.318359
	Iteration 31Q: 3 clusters Score -421040.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -421041.343750 Penalty: 4079.318359
	Iteration 32Q: 3 clusters Score -421041.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -421043.343750 Penalty: 4079.318359
	Iteration 33Q: 3 clusters Score -421043.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -421047.281250 Penalty: 4079.318359
	Iteration 34Q: 3 clusters Score -421047.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -421049.250000 Penalty: 4079.318359
	Iteration 35Q: 3 clusters Score -421049.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -421052.718750 Penalty: 4079.318359
	Iteration 36Q: 3 clusters Score -421052.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -421054.906250 Penalty: 4079.318359
	Iteration 37Q: 3 clusters Score -421054.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -421057.593750 Penalty: 4079.318359
	Iteration 38Q: 3 clusters Score -421057.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -421061.937500 Penalty: 4079.318359
	Iteration 39Q: 3 clusters Score -421061.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -421064.656250 Penalty: 4079.318359
	Iteration 40F: 3 clusters Score -421064.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -421069.843750 Penalty: 4079.318359
	Iteration 41Q: 3 clusters Score -421069.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -421075.531250 Penalty: 4079.318359
	Iteration 42Q: 3 clusters Score -421075.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -421084.187500 Penalty: 4079.318359
	Iteration 43Q: 3 clusters Score -421084.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -421089.687500 Penalty: 4079.318359
	Iteration 44Q: 3 clusters Score -421089.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -421095.468750 Penalty: 4079.318359
	Iteration 45Q: 3 clusters Score -421095.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -421100.437500 Penalty: 4079.318359
	Iteration 46Q: 3 clusters Score -421100.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -421103.687500 Penalty: 4079.318359
	Iteration 47Q: 3 clusters Score -421103.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -421106.062500 Penalty: 4079.318359
	Iteration 48Q: 3 clusters Score -421106.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -421107.531250 Penalty: 4079.318359
	Iteration 49Q: 3 clusters Score -421107.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -421110.593750 Penalty: 4079.318359
	Iteration 50Q: 3 clusters Score -421110.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -421112.906250 Penalty: 4079.318359
	Iteration 51Q: 3 clusters Score -421112.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -421115.812500 Penalty: 4079.318359
	Iteration 52Q: 3 clusters Score -421115.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -421116.312500 Penalty: 4079.318359
	Iteration 53Q: 3 clusters Score -421116.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -421120.781250 Penalty: 4079.318359
	Iteration 54Q: 3 clusters Score -421120.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -421123.500000 Penalty: 4079.318359
	Iteration 55Q: 3 clusters Score -421123.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -421126.843750 Penalty: 4079.318359
	Iteration 56Q: 3 clusters Score -421126.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -421130.437500 Penalty: 4079.318359
	Iteration 57Q: 3 clusters Score -421130.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -421133.718750 Penalty: 4079.318359
	Iteration 58Q: 3 clusters Score -421133.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -421136.343750 Penalty: 4079.318359
	Iteration 59Q: 3 clusters Score -421136.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -421139.687500 Penalty: 4079.318359
	Iteration 60F: 3 clusters Score -421139.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -421140.750000 Penalty: 4079.318359
	Iteration 61Q: 3 clusters Score -421140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -421140.812500 Penalty: 4079.318359
	Iteration 62Q: 3 clusters Score -421140.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -421141.875000 Penalty: 4079.318359
	Iteration 63Q: 3 clusters Score -421141.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -421142.437500 Penalty: 4079.318359
	Iteration 64Q: 3 clusters Score -421142.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -421142.687500 Penalty: 4079.318359
	Iteration 65Q: 3 clusters Score -421142.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -421143.843750 Penalty: 4079.318359
	Iteration 66Q: 3 clusters Score -421143.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -421143.843750 Penalty: 4079.318359
	Iteration 67F: 3 clusters Score -421143.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Entering Unmasked Estep 
Score: -772429.937500 Penalty: 2192.427979
	Iteration 0F: 2 clusters Score -772429.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -766700.187500 Penalty: 4384.855957
	Iteration 0F: 3 clusters Score -766700.2 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -768206.187500 Penalty: 4384.855957
	Iteration 1F: 3 clusters Score -768206.2 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -768511.312500 Penalty: 4384.855957
	Iteration 2F: 3 clusters Score -768511.3 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -768721.312500 Penalty: 4384.855957
	Iteration 3F: 3 clusters Score -768721.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -768892.687500 Penalty: 4384.855957
	Iteration 4Q: 3 clusters Score -768892.7 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -769049.437500 Penalty: 4384.855957
	Iteration 5Q: 3 clusters Score -769049.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -769182.062500 Penalty: 4384.855957
	Iteration 6Q: 3 clusters Score -769182.1 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -769295.187500 Penalty: 4384.855957
	Iteration 7Q: 3 clusters Score -769295.2 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -769378.750000 Penalty: 4384.855957
	Iteration 8Q: 3 clusters Score -769378.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -769454.812500 Penalty: 4384.855957
	Iteration 9Q: 3 clusters Score -769454.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -769526.562500 Penalty: 4384.855957
	Iteration 10Q: 3 clusters Score -769526.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -769602.187500 Penalty: 4384.855957
	Iteration 11Q: 3 clusters Score -769602.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -769691.062500 Penalty: 4384.855957
	Iteration 12Q: 3 clusters Score -769691.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -769784.187500 Penalty: 4384.855957
	Iteration 13Q: 3 clusters Score -769784.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -769888.750000 Penalty: 4384.855957
	Iteration 14Q: 3 clusters Score -769888.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -769980.500000 Penalty: 4384.855957
	Iteration 15Q: 3 clusters Score -769980.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -770071.875000 Penalty: 4384.855957
	Iteration 16Q: 3 clusters Score -770071.9 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -770167.500000 Penalty: 4384.855957
	Iteration 17Q: 3 clusters Score -770167.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -770244.187500 Penalty: 4384.855957
	Iteration 18Q: 3 clusters Score -770244.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -770312.625000 Penalty: 4384.855957
	Iteration 19Q: 3 clusters Score -770312.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -770364.812500 Penalty: 4384.855957
	Iteration 20F: 3 clusters Score -770364.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -770394.000000 Penalty: 4384.855957
	Iteration 21Q: 3 clusters Score -770394 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -770409.750000 Penalty: 4384.855957
	Iteration 22Q: 3 clusters Score -770409.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -770427.812500 Penalty: 4384.855957
	Iteration 23Q: 3 clusters Score -770427.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -770440.250000 Penalty: 4384.855957
	Iteration 24Q: 3 clusters Score -770440.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -770445.187500 Penalty: 4384.855957
	Iteration 25Q: 3 clusters Score -770445.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -770453.812500 Penalty: 4384.855957
	Iteration 26Q: 3 clusters Score -770453.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -770461.687500 Penalty: 4384.855957
	Iteration 27Q: 3 clusters Score -770461.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -770465.500000 Penalty: 4384.855957
	Iteration 28Q: 3 clusters Score -770465.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -770468.500000 Penalty: 4384.855957
	Iteration 29Q: 3 clusters Score -770468.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -770471.125000 Penalty: 4384.855957
	Iteration 30Q: 3 clusters Score -770471.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -770472.875000 Penalty: 4384.855957
	Iteration 31Q: 3 clusters Score -770472.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -770475.625000 Penalty: 4384.855957
	Iteration 32Q: 3 clusters Score -770475.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -770475.937500 Penalty: 4384.855957
	Iteration 33Q: 3 clusters Score -770475.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -770476.750000 Penalty: 4384.855957
	Iteration 34Q: 3 clusters Score -770476.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -770478.062500 Penalty: 4384.855957
	Iteration 35Q: 3 clusters Score -770478.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -770478.750000 Penalty: 4384.855957
	Iteration 36Q: 3 clusters Score -770478.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -770479.125000 Penalty: 4384.855957
	Iteration 37Q: 3 clusters Score -770479.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -770480.250000 Penalty: 4384.855957
	Iteration 38Q: 3 clusters Score -770480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -770480.562500 Penalty: 4384.855957
	Iteration 39Q: 3 clusters Score -770480.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -770480.687500 Penalty: 4384.855957
	Iteration 40F: 3 clusters Score -770480.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -770481.187500 Penalty: 4384.855957
	Iteration 41Q: 3 clusters Score -770481.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -770480.437500 Penalty: 4384.855957
	Iteration 42Q: 3 clusters Score -770480.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3333 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -770480.437500 Penalty: 4384.855957
	Iteration 43F: 3 clusters Score -770480.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Entering Unmasked Estep 
Score: -6643780.500000 Penalty: 2716.919922
	Iteration 0F: 2 clusters Score -6643780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28352 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -6605212.000000 Penalty: 5433.839844
	Iteration 0F: 3 clusters Score -6605212 nChanged 26653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25537 members 
Mstep: Class 2 contains 31721 members 
Entering Unmasked Estep 
Score: -6620266.000000 Penalty: 5433.839844
	Iteration 1F: 3 clusters Score -6620266 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -6621176.000000 Penalty: 5433.839844
	Iteration 2Q: 3 clusters Score -6621176 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21612 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -6622407.500000 Penalty: 5433.839844
	Iteration 3Q: 3 clusters Score -6622408 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -6624361.000000 Penalty: 5433.839844
	Iteration 4F: 3 clusters Score -6624361 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 42896 members 
Entering Unmasked Estep 
Score: -6627370.500000 Penalty: 5433.839844
	Iteration 5F: 3 clusters Score -6627370 nChanged 4890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 47762 members 
Entering Unmasked Estep 
Score: -6631781.000000 Penalty: 5433.839844
	Iteration 6F: 3 clusters Score -6631781 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 52388 members 
Entering Unmasked Estep 
Score: -6636485.000000 Penalty: 5433.839844
	Iteration 7F: 3 clusters Score -6636485 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 55392 members 
Entering Unmasked Estep 
Score: -6639578.000000 Penalty: 5433.839844
	Iteration 8F: 3 clusters Score -6639578 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -6640717.500000 Penalty: 5433.839844
	Iteration 9Q: 3 clusters Score -6640718 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 56898 members 
Entering Unmasked Estep 
Score: -6641054.500000 Penalty: 5433.839844
	Iteration 10Q: 3 clusters Score -6641054 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 56993 members 
Entering Unmasked Estep 
Score: -6641199.500000 Penalty: 5433.839844
	Iteration 11Q: 3 clusters Score -6641200 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -6641255.500000 Penalty: 5433.839844
	Iteration 12Q: 3 clusters Score -6641256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 57040 members 
Entering Unmasked Estep 
Score: -6641308.000000 Penalty: 5433.839844
	Iteration 13Q: 3 clusters Score -6641308 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 57047 members 
Entering Unmasked Estep 
Score: -6641323.000000 Penalty: 5433.839844
	Iteration 14Q: 3 clusters Score -6641323 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 57052 members 
Entering Unmasked Estep 
Score: -6641347.500000 Penalty: 5433.839844
	Iteration 15Q: 3 clusters Score -6641348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 57057 members 
Entering Unmasked Estep 
Score: -6641365.000000 Penalty: 5433.839844
	Iteration 16Q: 3 clusters Score -6641365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -6641378.500000 Penalty: 5433.839844
	Iteration 17Q: 3 clusters Score -6641378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 57065 members 
Entering Unmasked Estep 
Score: -6641389.000000 Penalty: 5433.839844
	Iteration 18Q: 3 clusters Score -6641389 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -6641397.000000 Penalty: 5433.839844
	Iteration 19Q: 3 clusters Score -6641397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -6641397.000000 Penalty: 5433.839844
	Iteration 20F: 3 clusters Score -6641397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 57066 members 
Entering Unmasked Estep 
Score: -6641405.500000 Penalty: 5433.839844
	Iteration 21Q: 3 clusters Score -6641406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 57068 members 
Entering Unmasked Estep 
Score: -6641403.000000 Penalty: 5433.839844
	Iteration 22Q: 3 clusters Score -6641403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -6641409.500000 Penalty: 5433.839844
	Iteration 23Q: 3 clusters Score -6641410 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -6641413.500000 Penalty: 5433.839844
	Iteration 24Q: 3 clusters Score -6641414 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 57069 members 
Entering Unmasked Estep 
Score: -6641413.500000 Penalty: 5433.839844
	Iteration 25F: 3 clusters Score -6641414 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -251862.781250 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -251862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -249009.203125 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -249009.2 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -249583.046875 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -249583 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -249761.015625 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -249761 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -249876.109375 Penalty: 3862.952881
	Iteration 3Q: 3 clusters Score -249876.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -249946.671875 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -249946.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -249995.906250 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -249995.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -250030.718750 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -250030.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -250052.562500 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -250052.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -250073.593750 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -250073.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -250092.375000 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -250092.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -250111.109375 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -250111.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -250125.968750 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -250126 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -250135.812500 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -250135.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -250143.671875 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -250143.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -250154.062500 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -250154.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -250168.828125 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -250168.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -250180.078125 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -250180.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -250195.265625 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -250195.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -250205.750000 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -250205.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -250214.109375 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -250214.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -250221.859375 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -250221.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -250231.156250 Penalty: 3862.952881
	Iteration 21Q: 3 clusters Score -250231.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -250235.906250 Penalty: 3862.952881
	Iteration 22Q: 3 clusters Score -250235.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -250239.250000 Penalty: 3862.952881
	Iteration 23Q: 3 clusters Score -250239.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -250241.531250 Penalty: 3862.952881
	Iteration 24Q: 3 clusters Score -250241.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -250242.453125 Penalty: 3862.952881
	Iteration 25Q: 3 clusters Score -250242.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -250242.453125 Penalty: 3862.952881
	Iteration 26F: 3 clusters Score -250242.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (238951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238951 members 
Entering Unmasked Estep 
Score: -28102816.000000 Penalty: 3071.235596
	Iteration 0F: 2 clusters Score -2.810282e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119734 members 
Mstep: Class 2 contains 119217 members 
Entering Unmasked Estep 
Score: -27950974.000000 Penalty: 6142.471191
	Iteration 0F: 3 clusters Score -2.795097e+07 nChanged 115376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126398 members 
Mstep: Class 2 contains 112553 members 
Entering Unmasked Estep 
Score: -28019622.000000 Penalty: 6142.471191
	Iteration 1F: 3 clusters Score -2.801962e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130757 members 
Mstep: Class 2 contains 108194 members 
Entering Unmasked Estep 
Score: -28021770.000000 Penalty: 6142.471191
	Iteration 2Q: 3 clusters Score -2.802177e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137587 members 
Mstep: Class 2 contains 101364 members 
Entering Unmasked Estep 
Score: -28025588.000000 Penalty: 6142.471191
	Iteration 3Q: 3 clusters Score -2.802559e+07 nChanged 12882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147607 members 
Mstep: Class 2 contains 91344 members 
Entering Unmasked Estep 
Score: -28032208.000000 Penalty: 6142.471191
	Iteration 4F: 3 clusters Score -2.803221e+07 nChanged 16434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161293 members 
Mstep: Class 2 contains 77658 members 
Entering Unmasked Estep 
Score: -28043128.000000 Penalty: 6142.471191
	Iteration 5F: 3 clusters Score -2.804313e+07 nChanged 19101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177950 members 
Mstep: Class 2 contains 61001 members 
Entering Unmasked Estep 
Score: -28057700.000000 Penalty: 6142.471191
	Iteration 6F: 3 clusters Score -2.80577e+07 nChanged 18963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195055 members 
Mstep: Class 2 contains 43896 members 
Entering Unmasked Estep 
Score: -28073274.000000 Penalty: 6142.471191
	Iteration 7F: 3 clusters Score -2.807327e+07 nChanged 14734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208555 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -28084976.000000 Penalty: 6142.471191
	Iteration 8F: 3 clusters Score -2.808498e+07 nChanged 9191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216932 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -28091860.000000 Penalty: 6142.471191
	Iteration 9Q: 3 clusters Score -2.809186e+07 nChanged 5319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221637 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -28095040.000000 Penalty: 6142.471191
	Iteration 10Q: 3 clusters Score -2.809504e+07 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224766 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -28096850.000000 Penalty: 6142.471191
	Iteration 11Q: 3 clusters Score -2.809685e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227123 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -28097904.000000 Penalty: 6142.471191
	Iteration 12Q: 3 clusters Score -2.80979e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228952 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -28098620.000000 Penalty: 6142.471191
	Iteration 13Q: 3 clusters Score -2.809862e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230448 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -28099178.000000 Penalty: 6142.471191
	Iteration 14Q: 3 clusters Score -2.809918e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231674 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -28099696.000000 Penalty: 6142.471191
	Iteration 15Q: 3 clusters Score -2.80997e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232680 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -28099940.000000 Penalty: 6142.471191
	Iteration 16Q: 3 clusters Score -2.809994e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233454 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -28100130.000000 Penalty: 6142.471191
	Iteration 17Q: 3 clusters Score -2.810013e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234041 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -28100402.000000 Penalty: 6142.471191
	Iteration 18Q: 3 clusters Score -2.81004e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234488 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -28100572.000000 Penalty: 6142.471191
	Iteration 19Q: 3 clusters Score -2.810057e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234871 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -28100692.000000 Penalty: 6142.471191
	Iteration 20F: 3 clusters Score -2.810069e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235194 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -28100842.000000 Penalty: 6142.471191
	Iteration 21Q: 3 clusters Score -2.810084e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235466 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -28100854.000000 Penalty: 6142.471191
	Iteration 22Q: 3 clusters Score -2.810085e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235694 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -28100892.000000 Penalty: 6142.471191
	Iteration 23Q: 3 clusters Score -2.810089e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235887 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -28100916.000000 Penalty: 6142.471191
	Iteration 24Q: 3 clusters Score -2.810092e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236034 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -28100940.000000 Penalty: 6142.471191
	Iteration 25Q: 3 clusters Score -2.810094e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236167 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -28101002.000000 Penalty: 6142.471191
	Iteration 26Q: 3 clusters Score -2.8101e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236272 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -28101008.000000 Penalty: 6142.471191
	Iteration 27Q: 3 clusters Score -2.810101e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236366 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -28101030.000000 Penalty: 6142.471191
	Iteration 28Q: 3 clusters Score -2.810103e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236438 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -28101028.000000 Penalty: 6142.471191
	Iteration 29Q: 3 clusters Score -2.810103e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236489 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -28101030.000000 Penalty: 6142.471191
	Iteration 30Q: 3 clusters Score -2.810103e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236542 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -28101040.000000 Penalty: 6142.471191
	Iteration 31Q: 3 clusters Score -2.810104e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236593 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -28101050.000000 Penalty: 6142.471191
	Iteration 32Q: 3 clusters Score -2.810105e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236635 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -28101048.000000 Penalty: 6142.471191
	Iteration 33Q: 3 clusters Score -2.810105e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236661 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -28101054.000000 Penalty: 6142.471191
	Iteration 34Q: 3 clusters Score -2.810105e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236685 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -28101072.000000 Penalty: 6142.471191
	Iteration 35Q: 3 clusters Score -2.810107e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236717 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -28101096.000000 Penalty: 6142.471191
	Iteration 36Q: 3 clusters Score -2.81011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236737 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -28101082.000000 Penalty: 6142.471191
	Iteration 37Q: 3 clusters Score -2.810108e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236752 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -28101072.000000 Penalty: 6142.471191
	Iteration 38Q: 3 clusters Score -2.810107e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236767 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -28101058.000000 Penalty: 6142.471191
	Iteration 39Q: 3 clusters Score -2.810106e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236778 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -28101072.000000 Penalty: 6142.471191
	Iteration 40F: 3 clusters Score -2.810107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236788 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -28101062.000000 Penalty: 6142.471191
	Iteration 41Q: 3 clusters Score -2.810106e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236797 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -28101074.000000 Penalty: 6142.471191
	Iteration 42Q: 3 clusters Score -2.810107e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236802 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -28101088.000000 Penalty: 6142.471191
	Iteration 43Q: 3 clusters Score -2.810109e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236803 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -28101088.000000 Penalty: 6142.471191
	Iteration 44Q: 3 clusters Score -2.810109e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236803 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -28101088.000000 Penalty: 6142.471191
	Iteration 45F: 3 clusters Score -2.810109e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Entering Unmasked Estep 
Score: -2446674.500000 Penalty: 2507.635986
	Iteration 0F: 2 clusters Score -2446674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -2429630.000000 Penalty: 5015.271973
	Iteration 0F: 3 clusters Score -2429630 nChanged 11029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -2435927.750000 Penalty: 5015.271973
	Iteration 1F: 3 clusters Score -2435928 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12376 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2436879.750000 Penalty: 5015.271973
	Iteration 2F: 3 clusters Score -2436880 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2437885.750000 Penalty: 5015.271973
	Iteration 3F: 3 clusters Score -2437886 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12713 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -2438909.500000 Penalty: 5015.271973
	Iteration 4F: 3 clusters Score -2438910 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -2439934.750000 Penalty: 5015.271973
	Iteration 5F: 3 clusters Score -2439935 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2440676.750000 Penalty: 5015.271973
	Iteration 6F: 3 clusters Score -2440677 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -2441194.250000 Penalty: 5015.271973
	Iteration 7Q: 3 clusters Score -2441194 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13914 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2441560.250000 Penalty: 5015.271973
	Iteration 8Q: 3 clusters Score -2441560 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2441820.000000 Penalty: 5015.271973
	Iteration 9Q: 3 clusters Score -2441820 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 10038 members 
Entering Unmasked Estep 
Score: -2442021.000000 Penalty: 5015.271973
	Iteration 10Q: 3 clusters Score -2442021 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -2442193.250000 Penalty: 5015.271973
	Iteration 11Q: 3 clusters Score -2442193 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -2442327.750000 Penalty: 5015.271973
	Iteration 12Q: 3 clusters Score -2442328 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2442461.000000 Penalty: 5015.271973
	Iteration 13Q: 3 clusters Score -2442461 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2442556.000000 Penalty: 5015.271973
	Iteration 14Q: 3 clusters Score -2442556 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2442662.500000 Penalty: 5015.271973
	Iteration 15Q: 3 clusters Score -2442662 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -2442757.750000 Penalty: 5015.271973
	Iteration 16Q: 3 clusters Score -2442758 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2442855.000000 Penalty: 5015.271973
	Iteration 17Q: 3 clusters Score -2442855 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -2442955.000000 Penalty: 5015.271973
	Iteration 18Q: 3 clusters Score -2442955 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -2443075.250000 Penalty: 5015.271973
	Iteration 19Q: 3 clusters Score -2443075 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -2443182.250000 Penalty: 5015.271973
	Iteration 20F: 3 clusters Score -2443182 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2443285.500000 Penalty: 5015.271973
	Iteration 21Q: 3 clusters Score -2443286 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -2443414.750000 Penalty: 5015.271973
	Iteration 22Q: 3 clusters Score -2443415 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -2443571.000000 Penalty: 5015.271973
	Iteration 23Q: 3 clusters Score -2443571 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2443732.250000 Penalty: 5015.271973
	Iteration 24Q: 3 clusters Score -2443732 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -2443879.250000 Penalty: 5015.271973
	Iteration 25Q: 3 clusters Score -2443879 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19463 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2444070.250000 Penalty: 5015.271973
	Iteration 26Q: 3 clusters Score -2444070 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19745 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -2444244.250000 Penalty: 5015.271973
	Iteration 27Q: 3 clusters Score -2444244 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2444432.000000 Penalty: 5015.271973
	Iteration 28Q: 3 clusters Score -2444432 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20220 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -2444601.500000 Penalty: 5015.271973
	Iteration 29Q: 3 clusters Score -2444602 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20422 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -2444760.500000 Penalty: 5015.271973
	Iteration 30Q: 3 clusters Score -2444760 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20604 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -2444866.250000 Penalty: 5015.271973
	Iteration 31Q: 3 clusters Score -2444866 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2444945.000000 Penalty: 5015.271973
	Iteration 32Q: 3 clusters Score -2444945 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -2445010.000000 Penalty: 5015.271973
	Iteration 33Q: 3 clusters Score -2445010 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21002 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2445055.250000 Penalty: 5015.271973
	Iteration 34Q: 3 clusters Score -2445055 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -2445085.750000 Penalty: 5015.271973
	Iteration 35Q: 3 clusters Score -2445086 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -2445100.750000 Penalty: 5015.271973
	Iteration 36Q: 3 clusters Score -2445101 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2445119.000000 Penalty: 5015.271973
	Iteration 37Q: 3 clusters Score -2445119 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2445127.500000 Penalty: 5015.271973
	Iteration 38Q: 3 clusters Score -2445128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -2445130.250000 Penalty: 5015.271973
	Iteration 39Q: 3 clusters Score -2445130 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21357 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -2445134.750000 Penalty: 5015.271973
	Iteration 40F: 3 clusters Score -2445135 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2445159.250000 Penalty: 5015.271973
	Iteration 41Q: 3 clusters Score -2445159 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2445165.000000 Penalty: 5015.271973
	Iteration 42Q: 3 clusters Score -2445165 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21487 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -2445169.500000 Penalty: 5015.271973
	Iteration 43Q: 3 clusters Score -2445170 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2445179.250000 Penalty: 5015.271973
	Iteration 44Q: 3 clusters Score -2445179 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -2445189.000000 Penalty: 5015.271973
	Iteration 45Q: 3 clusters Score -2445189 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2445199.250000 Penalty: 5015.271973
	Iteration 46Q: 3 clusters Score -2445199 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2445205.750000 Penalty: 5015.271973
	Iteration 47Q: 3 clusters Score -2445206 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2445219.250000 Penalty: 5015.271973
	Iteration 48Q: 3 clusters Score -2445219 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -2445232.250000 Penalty: 5015.271973
	Iteration 49Q: 3 clusters Score -2445232 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -2445235.500000 Penalty: 5015.271973
	Iteration 50Q: 3 clusters Score -2445236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -2445233.500000 Penalty: 5015.271973
	Iteration 51Q: 3 clusters Score -2445234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -2445246.750000 Penalty: 5015.271973
	Iteration 52Q: 3 clusters Score -2445247 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2445252.500000 Penalty: 5015.271973
	Iteration 53Q: 3 clusters Score -2445252 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -2445259.500000 Penalty: 5015.271973
	Iteration 54Q: 3 clusters Score -2445260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -2445262.750000 Penalty: 5015.271973
	Iteration 55Q: 3 clusters Score -2445263 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -2445270.250000 Penalty: 5015.271973
	Iteration 56Q: 3 clusters Score -2445270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2445277.750000 Penalty: 5015.271973
	Iteration 57Q: 3 clusters Score -2445278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -2445280.000000 Penalty: 5015.271973
	Iteration 58Q: 3 clusters Score -2445280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -2445280.750000 Penalty: 5015.271973
	Iteration 59Q: 3 clusters Score -2445281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -2445282.750000 Penalty: 5015.271973
	Iteration 60F: 3 clusters Score -2445283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2445282.000000 Penalty: 5015.271973
	Iteration 61Q: 3 clusters Score -2445282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -2445281.750000 Penalty: 5015.271973
	Iteration 62Q: 3 clusters Score -2445282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22003 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2445284.500000 Penalty: 5015.271973
	Iteration 63Q: 3 clusters Score -2445284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2445286.000000 Penalty: 5015.271973
	Iteration 64Q: 3 clusters Score -2445286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -2445286.750000 Penalty: 5015.271973
	Iteration 65Q: 3 clusters Score -2445287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2445285.250000 Penalty: 5015.271973
	Iteration 66Q: 3 clusters Score -2445285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -2445285.250000 Penalty: 5015.271973
	Iteration 67F: 3 clusters Score -2445285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Entering Unmasked Estep 
Score: -2074975.625000 Penalty: 2436.180176
	Iteration 0F: 2 clusters Score -2074976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2061862.750000 Penalty: 4872.360352
	Iteration 0F: 3 clusters Score -2061863 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -2066277.750000 Penalty: 4872.360352
	Iteration 1F: 3 clusters Score -2066278 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -2066641.875000 Penalty: 4872.360352
	Iteration 2F: 3 clusters Score -2066642 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -2066936.125000 Penalty: 4872.360352
	Iteration 3Q: 3 clusters Score -2066936 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2067194.375000 Penalty: 4872.360352
	Iteration 4Q: 3 clusters Score -2067194 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -2067420.000000 Penalty: 4872.360352
	Iteration 5Q: 3 clusters Score -2067420 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -2067642.750000 Penalty: 4872.360352
	Iteration 6Q: 3 clusters Score -2067643 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -2067908.125000 Penalty: 4872.360352
	Iteration 7Q: 3 clusters Score -2067908 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2068197.875000 Penalty: 4872.360352
	Iteration 8Q: 3 clusters Score -2068198 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -2068519.750000 Penalty: 4872.360352
	Iteration 9Q: 3 clusters Score -2068520 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2068885.250000 Penalty: 4872.360352
	Iteration 10Q: 3 clusters Score -2068885 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -2069330.250000 Penalty: 4872.360352
	Iteration 11Q: 3 clusters Score -2069330 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2069801.250000 Penalty: 4872.360352
	Iteration 12Q: 3 clusters Score -2069801 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2070264.000000 Penalty: 4872.360352
	Iteration 13Q: 3 clusters Score -2070264 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -2070737.750000 Penalty: 4872.360352
	Iteration 14Q: 3 clusters Score -2070738 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2071237.125000 Penalty: 4872.360352
	Iteration 15Q: 3 clusters Score -2071237 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2071666.750000 Penalty: 4872.360352
	Iteration 16Q: 3 clusters Score -2071667 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2072016.000000 Penalty: 4872.360352
	Iteration 17Q: 3 clusters Score -2072016 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2072276.875000 Penalty: 4872.360352
	Iteration 18Q: 3 clusters Score -2072277 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2072482.875000 Penalty: 4872.360352
	Iteration 19Q: 3 clusters Score -2072483 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2072611.750000 Penalty: 4872.360352
	Iteration 20F: 3 clusters Score -2072612 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -2072688.625000 Penalty: 4872.360352
	Iteration 21Q: 3 clusters Score -2072689 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -2072754.625000 Penalty: 4872.360352
	Iteration 22Q: 3 clusters Score -2072755 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -2072824.625000 Penalty: 4872.360352
	Iteration 23Q: 3 clusters Score -2072825 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -2072877.875000 Penalty: 4872.360352
	Iteration 24Q: 3 clusters Score -2072878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -2072916.500000 Penalty: 4872.360352
	Iteration 25Q: 3 clusters Score -2072916 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -2072933.000000 Penalty: 4872.360352
	Iteration 26Q: 3 clusters Score -2072933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -2072946.000000 Penalty: 4872.360352
	Iteration 27Q: 3 clusters Score -2072946 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -2072962.375000 Penalty: 4872.360352
	Iteration 28Q: 3 clusters Score -2072962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -2072965.625000 Penalty: 4872.360352
	Iteration 29Q: 3 clusters Score -2072966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -2072968.750000 Penalty: 4872.360352
	Iteration 30Q: 3 clusters Score -2072969 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -2072971.500000 Penalty: 4872.360352
	Iteration 31Q: 3 clusters Score -2072972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -2072981.000000 Penalty: 4872.360352
	Iteration 32Q: 3 clusters Score -2072981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2072985.000000 Penalty: 4872.360352
	Iteration 33Q: 3 clusters Score -2072985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -2072986.000000 Penalty: 4872.360352
	Iteration 34Q: 3 clusters Score -2072986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2072983.125000 Penalty: 4872.360352
	Iteration 35Q: 3 clusters Score -2072983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2072983.125000 Penalty: 4872.360352
	Iteration 36F: 3 clusters Score -2072983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39638 members 
Entering Unmasked Estep 
Score: -4466480.000000 Penalty: 2625.710693
	Iteration 0F: 2 clusters Score -4466480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -4439607.500000 Penalty: 5251.421387
	Iteration 0F: 3 clusters Score -4439608 nChanged 18183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -4449857.000000 Penalty: 5251.421387
	Iteration 1F: 3 clusters Score -4449857 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4450986.000000 Penalty: 5251.421387
	Iteration 2F: 3 clusters Score -4450986 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -4452421.500000 Penalty: 5251.421387
	Iteration 3F: 3 clusters Score -4452422 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4454099.500000 Penalty: 5251.421387
	Iteration 4F: 3 clusters Score -4454100 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 26381 members 
Entering Unmasked Estep 
Score: -4455844.000000 Penalty: 5251.421387
	Iteration 5F: 3 clusters Score -4455844 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 28484 members 
Entering Unmasked Estep 
Score: -4457491.500000 Penalty: 5251.421387
	Iteration 6F: 3 clusters Score -4457492 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 30595 members 
Entering Unmasked Estep 
Score: -4459232.000000 Penalty: 5251.421387
	Iteration 7F: 3 clusters Score -4459232 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 32727 members 
Entering Unmasked Estep 
Score: -4461213.500000 Penalty: 5251.421387
	Iteration 8F: 3 clusters Score -4461214 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -4463268.500000 Penalty: 5251.421387
	Iteration 9F: 3 clusters Score -4463268 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -4464890.500000 Penalty: 5251.421387
	Iteration 10Q: 3 clusters Score -4464890 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 36905 members 
Entering Unmasked Estep 
Score: -4465762.500000 Penalty: 5251.421387
	Iteration 11Q: 3 clusters Score -4465762 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 37331 members 
Entering Unmasked Estep 
Score: -4466106.000000 Penalty: 5251.421387
	Iteration 12Q: 3 clusters Score -4466106 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 37602 members 
Entering Unmasked Estep 
Score: -4466272.000000 Penalty: 5251.421387
	Iteration 13Q: 3 clusters Score -4466272 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 37784 members 
Entering Unmasked Estep 
Score: -4466373.500000 Penalty: 5251.421387
	Iteration 14Q: 3 clusters Score -4466374 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 37911 members 
Entering Unmasked Estep 
Score: -4466413.000000 Penalty: 5251.421387
	Iteration 15Q: 3 clusters Score -4466413 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -4466427.500000 Penalty: 5251.421387
	Iteration 16Q: 3 clusters Score -4466428 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -4466452.000000 Penalty: 5251.421387
	Iteration 17Q: 3 clusters Score -4466452 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 38060 members 
Entering Unmasked Estep 
Score: -4466458.500000 Penalty: 5251.421387
	Iteration 18Q: 3 clusters Score -4466458 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 38083 members 
Entering Unmasked Estep 
Score: -4466463.000000 Penalty: 5251.421387
	Iteration 19Q: 3 clusters Score -4466463 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -4466471.500000 Penalty: 5251.421387
	Iteration 20F: 3 clusters Score -4466472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 38103 members 
Entering Unmasked Estep 
Score: -4466469.500000 Penalty: 5251.421387
	Iteration 21Q: 3 clusters Score -4466470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -4466466.500000 Penalty: 5251.421387
	Iteration 22Q: 3 clusters Score -4466466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 38112 members 
Entering Unmasked Estep 
Score: -4466471.000000 Penalty: 5251.421387
	Iteration 23Q: 3 clusters Score -4466471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -4466474.000000 Penalty: 5251.421387
	Iteration 24Q: 3 clusters Score -4466474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4466474.000000 Penalty: 5251.421387
	Iteration 25Q: 3 clusters Score -4466474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4466474.000000 Penalty: 5251.421387
	Iteration 26F: 3 clusters Score -4466474 nChanged 0
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: -528489.875000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -528489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -523291.031250 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -523291 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -524955.000000 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -524955 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -525481.062500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -525481.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -526160.437500 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -526160.4 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -527118.750000 Penalty: 4330.262207
	Iteration 4F: 3 clusters Score -527118.8 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -527977.625000 Penalty: 4330.262207
	Iteration 5F: 3 clusters Score -527977.6 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -528513.687500 Penalty: 4330.262207
	Iteration 6F: 3 clusters Score -528513.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -528746.312500 Penalty: 4330.262207
	Iteration 7Q: 3 clusters Score -528746.3 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -528843.625000 Penalty: 4330.262207
	Iteration 8Q: 3 clusters Score -528843.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -528893.562500 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -528893.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -528927.812500 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -528927.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -528946.687500 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -528946.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -528954.875000 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -528954.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -528961.375000 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -528961.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -528964.562500 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -528964.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -528967.750000 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -528967.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -528973.062500 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -528973.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -528976.500000 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -528976.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -528978.687500 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -528978.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -528979.812500 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -528979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -528979.500000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -528979.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -528979.812500 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -528979.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -528980.500000 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -528980.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -528981.125000 Penalty: 4330.262207
	Iteration 23Q: 3 clusters Score -528981.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -528980.375000 Penalty: 4330.262207
	Iteration 24Q: 3 clusters Score -528980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -528980.375000 Penalty: 4330.262207
	Iteration 25F: 3 clusters Score -528980.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11814 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238951 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 1095 members 
Mstep: Class 14 contains 208519 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24795 members 
Mstep: Class 18 contains 79065 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 317626 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 196792 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 5093 members 
Entering Unmasked Estep 
Score: -161426064.000000 Penalty: 101876.304688
Splitting cluster 13 changes total score from -161426976.000000 to -161426064.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (208519 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208519 members 
Entering Unmasked Estep 
Score: -24655508.000000 Penalty: 3037.450928
	Iteration 0F: 2 clusters Score -2.465551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104133 members 
Mstep: Class 2 contains 104386 members 
Entering Unmasked Estep 
Score: -24521806.000000 Penalty: 6074.901855
	Iteration 0F: 3 clusters Score -2.452181e+07 nChanged 100437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101960 members 
Mstep: Class 2 contains 106559 members 
Entering Unmasked Estep 
Score: -24580534.000000 Penalty: 6074.901855
	Iteration 1F: 3 clusters Score -2.458053e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100376 members 
Mstep: Class 2 contains 108143 members 
Entering Unmasked Estep 
Score: -24581522.000000 Penalty: 6074.901855
	Iteration 2Q: 3 clusters Score -2.458152e+07 nChanged 6395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97843 members 
Mstep: Class 2 contains 110676 members 
Entering Unmasked Estep 
Score: -24583158.000000 Penalty: 6074.901855
	Iteration 3Q: 3 clusters Score -2.458316e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94057 members 
Mstep: Class 2 contains 114462 members 
Entering Unmasked Estep 
Score: -24585936.000000 Penalty: 6074.901855
	Iteration 4Q: 3 clusters Score -2.458594e+07 nChanged 9303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88508 members 
Mstep: Class 2 contains 120011 members 
Entering Unmasked Estep 
Score: -24590272.000000 Penalty: 6074.901855
	Iteration 5Q: 3 clusters Score -2.459027e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80707 members 
Mstep: Class 2 contains 127812 members 
Entering Unmasked Estep 
Score: -24597126.000000 Penalty: 6074.901855
	Iteration 6F: 3 clusters Score -2.459713e+07 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70843 members 
Mstep: Class 2 contains 137676 members 
Entering Unmasked Estep 
Score: -24607088.000000 Penalty: 6074.901855
	Iteration 7F: 3 clusters Score -2.460709e+07 nChanged 14737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60132 members 
Mstep: Class 2 contains 148387 members 
Entering Unmasked Estep 
Score: -24619598.000000 Penalty: 6074.901855
	Iteration 8F: 3 clusters Score -2.46196e+07 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50701 members 
Mstep: Class 2 contains 157818 members 
Entering Unmasked Estep 
Score: -24631360.000000 Penalty: 6074.901855
	Iteration 9F: 3 clusters Score -2.463136e+07 nChanged 10761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43000 members 
Mstep: Class 2 contains 165519 members 
Entering Unmasked Estep 
Score: -24638778.000000 Penalty: 6074.901855
	Iteration 10F: 3 clusters Score -2.463878e+07 nChanged 7641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36769 members 
Mstep: Class 2 contains 171750 members 
Entering Unmasked Estep 
Score: -24642848.000000 Penalty: 6074.901855
	Iteration 11Q: 3 clusters Score -2.464285e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31303 members 
Mstep: Class 2 contains 177216 members 
Entering Unmasked Estep 
Score: -24645620.000000 Penalty: 6074.901855
	Iteration 12Q: 3 clusters Score -2.464562e+07 nChanged 5000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 182176 members 
Entering Unmasked Estep 
Score: -24647776.000000 Penalty: 6074.901855
	Iteration 13Q: 3 clusters Score -2.464778e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 186699 members 
Entering Unmasked Estep 
Score: -24649304.000000 Penalty: 6074.901855
	Iteration 14Q: 3 clusters Score -2.46493e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17868 members 
Mstep: Class 2 contains 190651 members 
Entering Unmasked Estep 
Score: -24650782.000000 Penalty: 6074.901855
	Iteration 15Q: 3 clusters Score -2.465078e+07 nChanged 3424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 194071 members 
Entering Unmasked Estep 
Score: -24651656.000000 Penalty: 6074.901855
	Iteration 16Q: 3 clusters Score -2.465166e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 196991 members 
Entering Unmasked Estep 
Score: -24652300.000000 Penalty: 6074.901855
	Iteration 17Q: 3 clusters Score -2.46523e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 199413 members 
Entering Unmasked Estep 
Score: -24652896.000000 Penalty: 6074.901855
	Iteration 18Q: 3 clusters Score -2.46529e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 201272 members 
Entering Unmasked Estep 
Score: -24653280.000000 Penalty: 6074.901855
	Iteration 19Q: 3 clusters Score -2.465328e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 202693 members 
Entering Unmasked Estep 
Score: -24653362.000000 Penalty: 6074.901855
	Iteration 20F: 3 clusters Score -2.465336e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 203706 members 
Entering Unmasked Estep 
Score: -24653618.000000 Penalty: 6074.901855
	Iteration 21Q: 3 clusters Score -2.465362e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 204464 members 
Entering Unmasked Estep 
Score: -24653726.000000 Penalty: 6074.901855
	Iteration 22Q: 3 clusters Score -2.465373e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 204997 members 
Entering Unmasked Estep 
Score: -24653790.000000 Penalty: 6074.901855
	Iteration 23Q: 3 clusters Score -2.465379e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 205380 members 
Entering Unmasked Estep 
Score: -24653898.000000 Penalty: 6074.901855
	Iteration 24Q: 3 clusters Score -2.46539e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 205648 members 
Entering Unmasked Estep 
Score: -24653930.000000 Penalty: 6074.901855
	Iteration 25Q: 3 clusters Score -2.465393e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 205833 members 
Entering Unmasked Estep 
Score: -24653946.000000 Penalty: 6074.901855
	Iteration 26Q: 3 clusters Score -2.465395e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 205977 members 
Entering Unmasked Estep 
Score: -24653932.000000 Penalty: 6074.901855
	Iteration 27Q: 3 clusters Score -2.465393e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 206102 members 
Entering Unmasked Estep 
Score: -24653952.000000 Penalty: 6074.901855
	Iteration 28Q: 3 clusters Score -2.465395e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 206196 members 
Entering Unmasked Estep 
Score: -24653984.000000 Penalty: 6074.901855
	Iteration 29Q: 3 clusters Score -2.465398e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 206260 members 
Entering Unmasked Estep 
Score: -24654002.000000 Penalty: 6074.901855
	Iteration 30Q: 3 clusters Score -2.4654e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 206313 members 
Entering Unmasked Estep 
Score: -24654000.000000 Penalty: 6074.901855
	Iteration 31Q: 3 clusters Score -2.4654e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 206356 members 
Entering Unmasked Estep 
Score: -24653986.000000 Penalty: 6074.901855
	Iteration 32Q: 3 clusters Score -2.465399e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 206395 members 
Entering Unmasked Estep 
Score: -24653952.000000 Penalty: 6074.901855
	Iteration 33Q: 3 clusters Score -2.465395e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 206418 members 
Entering Unmasked Estep 
Score: -24653978.000000 Penalty: 6074.901855
	Iteration 34Q: 3 clusters Score -2.465398e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 206435 members 
Entering Unmasked Estep 
Score: -24653972.000000 Penalty: 6074.901855
	Iteration 35Q: 3 clusters Score -2.465397e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 206459 members 
Entering Unmasked Estep 
Score: -24653938.000000 Penalty: 6074.901855
	Iteration 36Q: 3 clusters Score -2.465394e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 206481 members 
Entering Unmasked Estep 
Score: -24653950.000000 Penalty: 6074.901855
	Iteration 37Q: 3 clusters Score -2.465395e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 206513 members 
Entering Unmasked Estep 
Score: -24653958.000000 Penalty: 6074.901855
	Iteration 38Q: 3 clusters Score -2.465396e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 206526 members 
Entering Unmasked Estep 
Score: -24653940.000000 Penalty: 6074.901855
	Iteration 39Q: 3 clusters Score -2.465394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 206541 members 
Entering Unmasked Estep 
Score: -24653910.000000 Penalty: 6074.901855
	Iteration 40F: 3 clusters Score -2.465391e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 206553 members 
Entering Unmasked Estep 
Score: -24653928.000000 Penalty: 6074.901855
	Iteration 41Q: 3 clusters Score -2.465393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 206573 members 
Entering Unmasked Estep 
Score: -24653918.000000 Penalty: 6074.901855
	Iteration 42Q: 3 clusters Score -2.465392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 206591 members 
Entering Unmasked Estep 
Score: -24653918.000000 Penalty: 6074.901855
	Iteration 43Q: 3 clusters Score -2.465392e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 206601 members 
Entering Unmasked Estep 
Score: -24653926.000000 Penalty: 6074.901855
	Iteration 44Q: 3 clusters Score -2.465393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 206610 members 
Entering Unmasked Estep 
Score: -24653920.000000 Penalty: 6074.901855
	Iteration 45Q: 3 clusters Score -2.465392e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 206620 members 
Entering Unmasked Estep 
Score: -24653938.000000 Penalty: 6074.901855
	Iteration 46Q: 3 clusters Score -2.465394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 206630 members 
Entering Unmasked Estep 
Score: -24653922.000000 Penalty: 6074.901855
	Iteration 47Q: 3 clusters Score -2.465392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 206635 members 
Entering Unmasked Estep 
Score: -24653916.000000 Penalty: 6074.901855
	Iteration 48Q: 3 clusters Score -2.465392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 206640 members 
Entering Unmasked Estep 
Score: -24653894.000000 Penalty: 6074.901855
	Iteration 49Q: 3 clusters Score -2.465389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 206640 members 
Entering Unmasked Estep 
Score: -24653896.000000 Penalty: 6074.901855
	Iteration 50Q: 3 clusters Score -2.46539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 206645 members 
Entering Unmasked Estep 
Score: -24653900.000000 Penalty: 6074.901855
	Iteration 51Q: 3 clusters Score -2.46539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 206649 members 
Entering Unmasked Estep 
Score: -24653902.000000 Penalty: 6074.901855
	Iteration 52Q: 3 clusters Score -2.46539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 206653 members 
Entering Unmasked Estep 
Score: -24653922.000000 Penalty: 6074.901855
	Iteration 53Q: 3 clusters Score -2.465392e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 206654 members 
Entering Unmasked Estep 
Score: -24653908.000000 Penalty: 6074.901855
	Iteration 54Q: 3 clusters Score -2.465391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 206654 members 
Entering Unmasked Estep 
Score: -24653908.000000 Penalty: 6074.901855
	Iteration 55F: 3 clusters Score -2.465391e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15344 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Entering Unmasked Estep 
Score: -1688811.375000 Penalty: 2390.343018
	Iteration 0F: 2 clusters Score -1688811 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 7634 members 
Entering Unmasked Estep 
Score: -1677757.000000 Penalty: 4780.686035
	Iteration 0F: 3 clusters Score -1677757 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1681419.000000 Penalty: 4780.686035
	Iteration 1F: 3 clusters Score -1681419 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1681774.375000 Penalty: 4780.686035
	Iteration 2F: 3 clusters Score -1681774 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1682087.500000 Penalty: 4780.686035
	Iteration 3Q: 3 clusters Score -1682088 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1682357.125000 Penalty: 4780.686035
	Iteration 4Q: 3 clusters Score -1682357 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1682634.000000 Penalty: 4780.686035
	Iteration 5Q: 3 clusters Score -1682634 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1682900.500000 Penalty: 4780.686035
	Iteration 6Q: 3 clusters Score -1682900 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1683168.625000 Penalty: 4780.686035
	Iteration 7Q: 3 clusters Score -1683169 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1683426.375000 Penalty: 4780.686035
	Iteration 8Q: 3 clusters Score -1683426 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1683728.625000 Penalty: 4780.686035
	Iteration 9Q: 3 clusters Score -1683729 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1684002.000000 Penalty: 4780.686035
	Iteration 10Q: 3 clusters Score -1684002 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1684244.625000 Penalty: 4780.686035
	Iteration 11Q: 3 clusters Score -1684245 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1684430.000000 Penalty: 4780.686035
	Iteration 12Q: 3 clusters Score -1684430 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -1684600.500000 Penalty: 4780.686035
	Iteration 13Q: 3 clusters Score -1684600 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -1684749.875000 Penalty: 4780.686035
	Iteration 14Q: 3 clusters Score -1684750 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1684863.500000 Penalty: 4780.686035
	Iteration 15Q: 3 clusters Score -1684864 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1684957.375000 Penalty: 4780.686035
	Iteration 16Q: 3 clusters Score -1684957 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1685047.875000 Penalty: 4780.686035
	Iteration 17Q: 3 clusters Score -1685048 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1685124.375000 Penalty: 4780.686035
	Iteration 18Q: 3 clusters Score -1685124 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1685201.250000 Penalty: 4780.686035
	Iteration 19Q: 3 clusters Score -1685201 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1685248.125000 Penalty: 4780.686035
	Iteration 20F: 3 clusters Score -1685248 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1685294.875000 Penalty: 4780.686035
	Iteration 21Q: 3 clusters Score -1685295 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -1685346.375000 Penalty: 4780.686035
	Iteration 22Q: 3 clusters Score -1685346 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1685390.000000 Penalty: 4780.686035
	Iteration 23Q: 3 clusters Score -1685390 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1685447.125000 Penalty: 4780.686035
	Iteration 24Q: 3 clusters Score -1685447 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -1685490.250000 Penalty: 4780.686035
	Iteration 25Q: 3 clusters Score -1685490 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12333 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1685549.500000 Penalty: 4780.686035
	Iteration 26Q: 3 clusters Score -1685550 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1685603.500000 Penalty: 4780.686035
	Iteration 27Q: 3 clusters Score -1685604 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1685667.875000 Penalty: 4780.686035
	Iteration 28Q: 3 clusters Score -1685668 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12808 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -1685736.375000 Penalty: 4780.686035
	Iteration 29Q: 3 clusters Score -1685736 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1685814.625000 Penalty: 4780.686035
	Iteration 30Q: 3 clusters Score -1685815 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1685886.500000 Penalty: 4780.686035
	Iteration 31Q: 3 clusters Score -1685886 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1685957.625000 Penalty: 4780.686035
	Iteration 32Q: 3 clusters Score -1685958 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1686050.250000 Penalty: 4780.686035
	Iteration 33Q: 3 clusters Score -1686050 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1686119.875000 Penalty: 4780.686035
	Iteration 34Q: 3 clusters Score -1686120 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1686189.500000 Penalty: 4780.686035
	Iteration 35Q: 3 clusters Score -1686190 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1686256.750000 Penalty: 4780.686035
	Iteration 36Q: 3 clusters Score -1686257 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1686322.875000 Penalty: 4780.686035
	Iteration 37Q: 3 clusters Score -1686323 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1686403.625000 Penalty: 4780.686035
	Iteration 38Q: 3 clusters Score -1686404 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1686467.125000 Penalty: 4780.686035
	Iteration 39Q: 3 clusters Score -1686467 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1686508.875000 Penalty: 4780.686035
	Iteration 40F: 3 clusters Score -1686509 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1686546.875000 Penalty: 4780.686035
	Iteration 41Q: 3 clusters Score -1686547 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1686584.250000 Penalty: 4780.686035
	Iteration 42Q: 3 clusters Score -1686584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1686606.000000 Penalty: 4780.686035
	Iteration 43Q: 3 clusters Score -1686606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1686621.875000 Penalty: 4780.686035
	Iteration 44Q: 3 clusters Score -1686622 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1686644.500000 Penalty: 4780.686035
	Iteration 45Q: 3 clusters Score -1686644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1686656.750000 Penalty: 4780.686035
	Iteration 46Q: 3 clusters Score -1686657 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1686667.625000 Penalty: 4780.686035
	Iteration 47Q: 3 clusters Score -1686668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1686677.750000 Penalty: 4780.686035
	Iteration 48Q: 3 clusters Score -1686678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1686687.125000 Penalty: 4780.686035
	Iteration 49Q: 3 clusters Score -1686687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14601 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1686694.625000 Penalty: 4780.686035
	Iteration 50Q: 3 clusters Score -1686695 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1686701.875000 Penalty: 4780.686035
	Iteration 51Q: 3 clusters Score -1686702 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -1686712.625000 Penalty: 4780.686035
	Iteration 52Q: 3 clusters Score -1686713 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1686721.875000 Penalty: 4780.686035
	Iteration 53Q: 3 clusters Score -1686722 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1686732.750000 Penalty: 4780.686035
	Iteration 54Q: 3 clusters Score -1686733 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1686743.500000 Penalty: 4780.686035
	Iteration 55Q: 3 clusters Score -1686744 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1686747.750000 Penalty: 4780.686035
	Iteration 56Q: 3 clusters Score -1686748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1686754.500000 Penalty: 4780.686035
	Iteration 57Q: 3 clusters Score -1686754 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -1686764.250000 Penalty: 4780.686035
	Iteration 58Q: 3 clusters Score -1686764 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1686774.875000 Penalty: 4780.686035
	Iteration 59Q: 3 clusters Score -1686775 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -1686788.500000 Penalty: 4780.686035
	Iteration 60F: 3 clusters Score -1686788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1686796.375000 Penalty: 4780.686035
	Iteration 61Q: 3 clusters Score -1686796 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1686805.250000 Penalty: 4780.686035
	Iteration 62Q: 3 clusters Score -1686805 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -1686808.750000 Penalty: 4780.686035
	Iteration 63Q: 3 clusters Score -1686809 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1686811.000000 Penalty: 4780.686035
	Iteration 64Q: 3 clusters Score -1686811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -1686811.500000 Penalty: 4780.686035
	Iteration 65Q: 3 clusters Score -1686812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1686809.750000 Penalty: 4780.686035
	Iteration 66Q: 3 clusters Score -1686810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1686808.375000 Penalty: 4780.686035
	Iteration 67Q: 3 clusters Score -1686808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1686812.000000 Penalty: 4780.686035
	Iteration 68Q: 3 clusters Score -1686812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1686815.125000 Penalty: 4780.686035
	Iteration 69Q: 3 clusters Score -1686815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1686816.875000 Penalty: 4780.686035
	Iteration 70Q: 3 clusters Score -1686817 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1686816.875000 Penalty: 4780.686035
	Iteration 71F: 3 clusters Score -1686817 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Entering Unmasked Estep 
Score: -4506531.500000 Penalty: 2615.094482
	Iteration 0F: 2 clusters Score -4506532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 18948 members 
Entering Unmasked Estep 
Score: -4480734.000000 Penalty: 5230.188965
	Iteration 0F: 3 clusters Score -4480734 nChanged 17299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -4490170.500000 Penalty: 5230.188965
	Iteration 1F: 3 clusters Score -4490170 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19827 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -4490566.000000 Penalty: 5230.188965
	Iteration 2Q: 3 clusters Score -4490566 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20157 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -4490927.000000 Penalty: 5230.188965
	Iteration 3Q: 3 clusters Score -4490927 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4491324.000000 Penalty: 5230.188965
	Iteration 4Q: 3 clusters Score -4491324 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -4491894.500000 Penalty: 5230.188965
	Iteration 5Q: 3 clusters Score -4491894 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -4492751.000000 Penalty: 5230.188965
	Iteration 6Q: 3 clusters Score -4492751 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -4494066.500000 Penalty: 5230.188965
	Iteration 7F: 3 clusters Score -4494066 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -4495809.000000 Penalty: 5230.188965
	Iteration 8F: 3 clusters Score -4495809 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -4498107.000000 Penalty: 5230.188965
	Iteration 9F: 3 clusters Score -4498107 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29563 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -4500294.000000 Penalty: 5230.188965
	Iteration 10F: 3 clusters Score -4500294 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -4501746.000000 Penalty: 5230.188965
	Iteration 11Q: 3 clusters Score -4501746 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -4502509.500000 Penalty: 5230.188965
	Iteration 12Q: 3 clusters Score -4502510 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -4502862.500000 Penalty: 5230.188965
	Iteration 13Q: 3 clusters Score -4502862 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -4503084.500000 Penalty: 5230.188965
	Iteration 14Q: 3 clusters Score -4503084 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32494 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -4503261.500000 Penalty: 5230.188965
	Iteration 15Q: 3 clusters Score -4503262 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32775 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -4503391.500000 Penalty: 5230.188965
	Iteration 16Q: 3 clusters Score -4503392 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -4503512.000000 Penalty: 5230.188965
	Iteration 17Q: 3 clusters Score -4503512 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33282 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -4503584.000000 Penalty: 5230.188965
	Iteration 18Q: 3 clusters Score -4503584 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33499 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -4503655.000000 Penalty: 5230.188965
	Iteration 19Q: 3 clusters Score -4503655 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33697 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -4503715.500000 Penalty: 5230.188965
	Iteration 20F: 3 clusters Score -4503716 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4503781.000000 Penalty: 5230.188965
	Iteration 21Q: 3 clusters Score -4503781 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34038 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -4503829.000000 Penalty: 5230.188965
	Iteration 22Q: 3 clusters Score -4503829 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -4503863.500000 Penalty: 5230.188965
	Iteration 23Q: 3 clusters Score -4503864 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -4503891.500000 Penalty: 5230.188965
	Iteration 24Q: 3 clusters Score -4503892 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4503914.500000 Penalty: 5230.188965
	Iteration 25Q: 3 clusters Score -4503914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34451 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -4503935.000000 Penalty: 5230.188965
	Iteration 26Q: 3 clusters Score -4503935 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4503949.500000 Penalty: 5230.188965
	Iteration 27Q: 3 clusters Score -4503950 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34610 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -4503975.500000 Penalty: 5230.188965
	Iteration 28Q: 3 clusters Score -4503976 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4504002.500000 Penalty: 5230.188965
	Iteration 29Q: 3 clusters Score -4504002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34758 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -4504014.500000 Penalty: 5230.188965
	Iteration 30Q: 3 clusters Score -4504014 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4504031.000000 Penalty: 5230.188965
	Iteration 31Q: 3 clusters Score -4504031 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -4504046.500000 Penalty: 5230.188965
	Iteration 32Q: 3 clusters Score -4504046 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -4504067.500000 Penalty: 5230.188965
	Iteration 33Q: 3 clusters Score -4504068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4504075.500000 Penalty: 5230.188965
	Iteration 34Q: 3 clusters Score -4504076 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35087 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -4504090.000000 Penalty: 5230.188965
	Iteration 35Q: 3 clusters Score -4504090 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4504103.500000 Penalty: 5230.188965
	Iteration 36Q: 3 clusters Score -4504104 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35217 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4504123.000000 Penalty: 5230.188965
	Iteration 37Q: 3 clusters Score -4504123 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35273 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -4504128.500000 Penalty: 5230.188965
	Iteration 38Q: 3 clusters Score -4504128 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4504156.500000 Penalty: 5230.188965
	Iteration 39Q: 3 clusters Score -4504156 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35398 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -4504174.000000 Penalty: 5230.188965
	Iteration 40F: 3 clusters Score -4504174 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4504193.000000 Penalty: 5230.188965
	Iteration 41Q: 3 clusters Score -4504193 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35537 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -4504210.000000 Penalty: 5230.188965
	Iteration 42Q: 3 clusters Score -4504210 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -4504223.000000 Penalty: 5230.188965
	Iteration 43Q: 3 clusters Score -4504223 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35654 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -4504229.500000 Penalty: 5230.188965
	Iteration 44Q: 3 clusters Score -4504230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4504237.500000 Penalty: 5230.188965
	Iteration 45Q: 3 clusters Score -4504238 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35761 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -4504255.500000 Penalty: 5230.188965
	Iteration 46Q: 3 clusters Score -4504256 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -4504279.000000 Penalty: 5230.188965
	Iteration 47Q: 3 clusters Score -4504279 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35867 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4504290.000000 Penalty: 5230.188965
	Iteration 48Q: 3 clusters Score -4504290 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35905 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4504294.500000 Penalty: 5230.188965
	Iteration 49Q: 3 clusters Score -4504294 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35942 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -4504314.000000 Penalty: 5230.188965
	Iteration 50Q: 3 clusters Score -4504314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -4504325.000000 Penalty: 5230.188965
	Iteration 51Q: 3 clusters Score -4504325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36008 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4504332.000000 Penalty: 5230.188965
	Iteration 52Q: 3 clusters Score -4504332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -4504330.500000 Penalty: 5230.188965
	Iteration 53Q: 3 clusters Score -4504330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36052 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4504339.500000 Penalty: 5230.188965
	Iteration 54Q: 3 clusters Score -4504340 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4504343.500000 Penalty: 5230.188965
	Iteration 55Q: 3 clusters Score -4504344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4504354.500000 Penalty: 5230.188965
	Iteration 56Q: 3 clusters Score -4504354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36086 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -4504351.500000 Penalty: 5230.188965
	Iteration 57Q: 3 clusters Score -4504352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36092 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4504347.000000 Penalty: 5230.188965
	Iteration 58Q: 3 clusters Score -4504347 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36100 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -4504348.500000 Penalty: 5230.188965
	Iteration 59Q: 3 clusters Score -4504348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36101 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -4504345.500000 Penalty: 5230.188965
	Iteration 60F: 3 clusters Score -4504346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4504347.500000 Penalty: 5230.188965
	Iteration 61Q: 3 clusters Score -4504348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -4504347.500000 Penalty: 5230.188965
	Iteration 62F: 3 clusters Score -4504348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24795 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24795 members 
Entering Unmasked Estep 
Score: -2966369.500000 Penalty: 2509.362549
	Iteration 0F: 2 clusters Score -2966370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2949328.000000 Penalty: 5018.725098
	Iteration 0F: 3 clusters Score -2949328 nChanged 11039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2955205.500000 Penalty: 5018.725098
	Iteration 1F: 3 clusters Score -2955206 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -2955813.000000 Penalty: 5018.725098
	Iteration 2F: 3 clusters Score -2955813 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2956406.500000 Penalty: 5018.725098
	Iteration 3F: 3 clusters Score -2956406 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -2957147.000000 Penalty: 5018.725098
	Iteration 4F: 3 clusters Score -2957147 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13573 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2958024.000000 Penalty: 5018.725098
	Iteration 5F: 3 clusters Score -2958024 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2959143.250000 Penalty: 5018.725098
	Iteration 6F: 3 clusters Score -2959143 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -2960299.750000 Penalty: 5018.725098
	Iteration 7F: 3 clusters Score -2960300 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -2961317.500000 Penalty: 5018.725098
	Iteration 8F: 3 clusters Score -2961318 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -2961990.000000 Penalty: 5018.725098
	Iteration 9Q: 3 clusters Score -2961990 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -2962373.500000 Penalty: 5018.725098
	Iteration 10Q: 3 clusters Score -2962374 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2962580.000000 Penalty: 5018.725098
	Iteration 11Q: 3 clusters Score -2962580 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -2962740.750000 Penalty: 5018.725098
	Iteration 12Q: 3 clusters Score -2962741 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -2962872.750000 Penalty: 5018.725098
	Iteration 13Q: 3 clusters Score -2962873 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2962956.750000 Penalty: 5018.725098
	Iteration 14Q: 3 clusters Score -2962957 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2963041.000000 Penalty: 5018.725098
	Iteration 15Q: 3 clusters Score -2963041 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -2963121.500000 Penalty: 5018.725098
	Iteration 16Q: 3 clusters Score -2963122 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -2963182.000000 Penalty: 5018.725098
	Iteration 17Q: 3 clusters Score -2963182 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2963244.500000 Penalty: 5018.725098
	Iteration 18Q: 3 clusters Score -2963244 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -2963300.000000 Penalty: 5018.725098
	Iteration 19Q: 3 clusters Score -2963300 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2963358.250000 Penalty: 5018.725098
	Iteration 20F: 3 clusters Score -2963358 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2963411.000000 Penalty: 5018.725098
	Iteration 21Q: 3 clusters Score -2963411 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -2963471.750000 Penalty: 5018.725098
	Iteration 22Q: 3 clusters Score -2963472 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -2963537.500000 Penalty: 5018.725098
	Iteration 23Q: 3 clusters Score -2963538 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19877 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -2963586.250000 Penalty: 5018.725098
	Iteration 24Q: 3 clusters Score -2963586 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -2963642.750000 Penalty: 5018.725098
	Iteration 25Q: 3 clusters Score -2963643 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2963703.500000 Penalty: 5018.725098
	Iteration 26Q: 3 clusters Score -2963704 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -2963750.500000 Penalty: 5018.725098
	Iteration 27Q: 3 clusters Score -2963750 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -2963811.500000 Penalty: 5018.725098
	Iteration 28Q: 3 clusters Score -2963812 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -2963869.000000 Penalty: 5018.725098
	Iteration 29Q: 3 clusters Score -2963869 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2963920.250000 Penalty: 5018.725098
	Iteration 30Q: 3 clusters Score -2963920 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -2963976.750000 Penalty: 5018.725098
	Iteration 31Q: 3 clusters Score -2963977 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -2964008.000000 Penalty: 5018.725098
	Iteration 32Q: 3 clusters Score -2964008 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2964047.000000 Penalty: 5018.725098
	Iteration 33Q: 3 clusters Score -2964047 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -2964077.000000 Penalty: 5018.725098
	Iteration 34Q: 3 clusters Score -2964077 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2964121.500000 Penalty: 5018.725098
	Iteration 35Q: 3 clusters Score -2964122 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -2964160.000000 Penalty: 5018.725098
	Iteration 36Q: 3 clusters Score -2964160 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -2964213.000000 Penalty: 5018.725098
	Iteration 37Q: 3 clusters Score -2964213 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -2964266.500000 Penalty: 5018.725098
	Iteration 38Q: 3 clusters Score -2964266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22034 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2964314.500000 Penalty: 5018.725098
	Iteration 39Q: 3 clusters Score -2964314 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2964343.500000 Penalty: 5018.725098
	Iteration 40F: 3 clusters Score -2964344 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22193 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2964368.250000 Penalty: 5018.725098
	Iteration 41Q: 3 clusters Score -2964368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2964378.250000 Penalty: 5018.725098
	Iteration 42Q: 3 clusters Score -2964378 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22307 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2964384.750000 Penalty: 5018.725098
	Iteration 43Q: 3 clusters Score -2964385 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2964410.500000 Penalty: 5018.725098
	Iteration 44Q: 3 clusters Score -2964410 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -2964429.250000 Penalty: 5018.725098
	Iteration 45Q: 3 clusters Score -2964429 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2964432.500000 Penalty: 5018.725098
	Iteration 46Q: 3 clusters Score -2964432 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2964449.500000 Penalty: 5018.725098
	Iteration 47Q: 3 clusters Score -2964450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -2964463.250000 Penalty: 5018.725098
	Iteration 48Q: 3 clusters Score -2964463 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22583 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2964474.500000 Penalty: 5018.725098
	Iteration 49Q: 3 clusters Score -2964474 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2964495.750000 Penalty: 5018.725098
	Iteration 50Q: 3 clusters Score -2964496 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2964509.750000 Penalty: 5018.725098
	Iteration 51Q: 3 clusters Score -2964510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -2964521.250000 Penalty: 5018.725098
	Iteration 52Q: 3 clusters Score -2964521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2964535.500000 Penalty: 5018.725098
	Iteration 53Q: 3 clusters Score -2964536 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2964549.500000 Penalty: 5018.725098
	Iteration 54Q: 3 clusters Score -2964550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2964561.000000 Penalty: 5018.725098
	Iteration 55Q: 3 clusters Score -2964561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22823 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2964556.750000 Penalty: 5018.725098
	Iteration 56Q: 3 clusters Score -2964557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2964554.250000 Penalty: 5018.725098
	Iteration 57Q: 3 clusters Score -2964554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -2964557.250000 Penalty: 5018.725098
	Iteration 58Q: 3 clusters Score -2964557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2964553.500000 Penalty: 5018.725098
	Iteration 59Q: 3 clusters Score -2964554 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2964577.750000 Penalty: 5018.725098
	Iteration 60F: 3 clusters Score -2964578 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -2964582.500000 Penalty: 5018.725098
	Iteration 61Q: 3 clusters Score -2964582 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2964588.250000 Penalty: 5018.725098
	Iteration 62Q: 3 clusters Score -2964588 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22972 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2964591.250000 Penalty: 5018.725098
	Iteration 63Q: 3 clusters Score -2964591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2964601.250000 Penalty: 5018.725098
	Iteration 64Q: 3 clusters Score -2964601 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22994 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2964596.000000 Penalty: 5018.725098
	Iteration 65Q: 3 clusters Score -2964596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2964600.250000 Penalty: 5018.725098
	Iteration 66Q: 3 clusters Score -2964600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23012 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -2964600.000000 Penalty: 5018.725098
	Iteration 67Q: 3 clusters Score -2964600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23020 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -2964600.750000 Penalty: 5018.725098
	Iteration 68Q: 3 clusters Score -2964601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2964603.750000 Penalty: 5018.725098
	Iteration 69Q: 3 clusters Score -2964604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23024 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2964605.750000 Penalty: 5018.725098
	Iteration 70Q: 3 clusters Score -2964606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2964604.500000 Penalty: 5018.725098
	Iteration 71Q: 3 clusters Score -2964604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2964604.500000 Penalty: 5018.725098
	Iteration 72F: 3 clusters Score -2964604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79065 members 
Entering Unmasked Estep 
Score: -9378184.000000 Penalty: 2796.950439
	Iteration 0F: 2 clusters Score -9378184 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 39566 members 
Entering Unmasked Estep 
Score: -9325084.000000 Penalty: 5593.900879
	Iteration 0F: 3 clusters Score -9325084 nChanged 37236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 40282 members 
Entering Unmasked Estep 
Score: -9346540.000000 Penalty: 5593.900879
	Iteration 1F: 3 clusters Score -9346540 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38479 members 
Mstep: Class 2 contains 40586 members 
Entering Unmasked Estep 
Score: -9347353.000000 Penalty: 5593.900879
	Iteration 2Q: 3 clusters Score -9347353 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38098 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -9348346.000000 Penalty: 5593.900879
	Iteration 3Q: 3 clusters Score -9348346 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37620 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -9349333.000000 Penalty: 5593.900879
	Iteration 4Q: 3 clusters Score -9349333 nChanged 3114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 41983 members 
Entering Unmasked Estep 
Score: -9350326.000000 Penalty: 5593.900879
	Iteration 5Q: 3 clusters Score -9350326 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 42651 members 
Entering Unmasked Estep 
Score: -9351560.000000 Penalty: 5593.900879
	Iteration 6Q: 3 clusters Score -9351560 nChanged 3470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Mstep: Class 2 contains 43417 members 
Entering Unmasked Estep 
Score: -9353268.000000 Penalty: 5593.900879
	Iteration 7Q: 3 clusters Score -9353268 nChanged 3850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -9355469.000000 Penalty: 5593.900879
	Iteration 8Q: 3 clusters Score -9355469 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33880 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -9358035.000000 Penalty: 5593.900879
	Iteration 9F: 3 clusters Score -9358035 nChanged 4229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33247 members 
Mstep: Class 2 contains 45818 members 
Entering Unmasked Estep 
Score: -9360918.000000 Penalty: 5593.900879
	Iteration 10F: 3 clusters Score -9360918 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -9363094.000000 Penalty: 5593.900879
	Iteration 11Q: 3 clusters Score -9363094 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -9364186.000000 Penalty: 5593.900879
	Iteration 12Q: 3 clusters Score -9364186 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 47098 members 
Entering Unmasked Estep 
Score: -9364825.000000 Penalty: 5593.900879
	Iteration 13Q: 3 clusters Score -9364825 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31529 members 
Mstep: Class 2 contains 47536 members 
Entering Unmasked Estep 
Score: -9365095.000000 Penalty: 5593.900879
	Iteration 14Q: 3 clusters Score -9365095 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 47960 members 
Entering Unmasked Estep 
Score: -9365374.000000 Penalty: 5593.900879
	Iteration 15Q: 3 clusters Score -9365374 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 48398 members 
Entering Unmasked Estep 
Score: -9365606.000000 Penalty: 5593.900879
	Iteration 16Q: 3 clusters Score -9365606 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 48808 members 
Entering Unmasked Estep 
Score: -9365773.000000 Penalty: 5593.900879
	Iteration 17Q: 3 clusters Score -9365773 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29850 members 
Mstep: Class 2 contains 49215 members 
Entering Unmasked Estep 
Score: -9365969.000000 Penalty: 5593.900879
	Iteration 18Q: 3 clusters Score -9365969 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 49638 members 
Entering Unmasked Estep 
Score: -9366144.000000 Penalty: 5593.900879
	Iteration 19Q: 3 clusters Score -9366144 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28982 members 
Mstep: Class 2 contains 50083 members 
Entering Unmasked Estep 
Score: -9366288.000000 Penalty: 5593.900879
	Iteration 20F: 3 clusters Score -9366288 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 50517 members 
Entering Unmasked Estep 
Score: -9366509.000000 Penalty: 5593.900879
	Iteration 21Q: 3 clusters Score -9366509 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 50998 members 
Entering Unmasked Estep 
Score: -9366771.000000 Penalty: 5593.900879
	Iteration 22Q: 3 clusters Score -9366771 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -9366929.000000 Penalty: 5593.900879
	Iteration 23Q: 3 clusters Score -9366929 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -9367059.000000 Penalty: 5593.900879
	Iteration 24Q: 3 clusters Score -9367059 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 52392 members 
Entering Unmasked Estep 
Score: -9367232.000000 Penalty: 5593.900879
	Iteration 25Q: 3 clusters Score -9367232 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -9367424.000000 Penalty: 5593.900879
	Iteration 26Q: 3 clusters Score -9367424 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25737 members 
Mstep: Class 2 contains 53328 members 
Entering Unmasked Estep 
Score: -9367587.000000 Penalty: 5593.900879
	Iteration 27Q: 3 clusters Score -9367587 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 53819 members 
Entering Unmasked Estep 
Score: -9367776.000000 Penalty: 5593.900879
	Iteration 28Q: 3 clusters Score -9367776 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -9367914.000000 Penalty: 5593.900879
	Iteration 29Q: 3 clusters Score -9367914 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 54781 members 
Entering Unmasked Estep 
Score: -9368011.000000 Penalty: 5593.900879
	Iteration 30Q: 3 clusters Score -9368011 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 55269 members 
Entering Unmasked Estep 
Score: -9368177.000000 Penalty: 5593.900879
	Iteration 31Q: 3 clusters Score -9368177 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23267 members 
Mstep: Class 2 contains 55798 members 
Entering Unmasked Estep 
Score: -9368341.000000 Penalty: 5593.900879
	Iteration 32Q: 3 clusters Score -9368341 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 56351 members 
Entering Unmasked Estep 
Score: -9368427.000000 Penalty: 5593.900879
	Iteration 33Q: 3 clusters Score -9368427 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 56947 members 
Entering Unmasked Estep 
Score: -9368572.000000 Penalty: 5593.900879
	Iteration 34Q: 3 clusters Score -9368572 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 57574 members 
Entering Unmasked Estep 
Score: -9368716.000000 Penalty: 5593.900879
	Iteration 35Q: 3 clusters Score -9368716 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 58221 members 
Entering Unmasked Estep 
Score: -9368875.000000 Penalty: 5593.900879
	Iteration 36Q: 3 clusters Score -9368875 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 58868 members 
Entering Unmasked Estep 
Score: -9369069.000000 Penalty: 5593.900879
	Iteration 37Q: 3 clusters Score -9369069 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 59510 members 
Entering Unmasked Estep 
Score: -9369213.000000 Penalty: 5593.900879
	Iteration 38Q: 3 clusters Score -9369213 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -9369431.000000 Penalty: 5593.900879
	Iteration 39Q: 3 clusters Score -9369431 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -9369610.000000 Penalty: 5593.900879
	Iteration 40F: 3 clusters Score -9369610 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 61500 members 
Entering Unmasked Estep 
Score: -9369821.000000 Penalty: 5593.900879
	Iteration 41Q: 3 clusters Score -9369821 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 62202 members 
Entering Unmasked Estep 
Score: -9369996.000000 Penalty: 5593.900879
	Iteration 42Q: 3 clusters Score -9369996 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 62883 members 
Entering Unmasked Estep 
Score: -9370152.000000 Penalty: 5593.900879
	Iteration 43Q: 3 clusters Score -9370152 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15460 members 
Mstep: Class 2 contains 63605 members 
Entering Unmasked Estep 
Score: -9370343.000000 Penalty: 5593.900879
	Iteration 44Q: 3 clusters Score -9370343 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 64337 members 
Entering Unmasked Estep 
Score: -9370521.000000 Penalty: 5593.900879
	Iteration 45Q: 3 clusters Score -9370521 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 65064 members 
Entering Unmasked Estep 
Score: -9370662.000000 Penalty: 5593.900879
	Iteration 46Q: 3 clusters Score -9370662 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -9370830.000000 Penalty: 5593.900879
	Iteration 47Q: 3 clusters Score -9370830 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -9371100.000000 Penalty: 5593.900879
	Iteration 48Q: 3 clusters Score -9371100 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -9371379.000000 Penalty: 5593.900879
	Iteration 49Q: 3 clusters Score -9371379 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -9371717.000000 Penalty: 5593.900879
	Iteration 50Q: 3 clusters Score -9371717 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 69226 members 
Entering Unmasked Estep 
Score: -9372019.000000 Penalty: 5593.900879
	Iteration 51Q: 3 clusters Score -9372019 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 70110 members 
Entering Unmasked Estep 
Score: -9372301.000000 Penalty: 5593.900879
	Iteration 52Q: 3 clusters Score -9372301 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 70980 members 
Entering Unmasked Estep 
Score: -9372639.000000 Penalty: 5593.900879
	Iteration 53Q: 3 clusters Score -9372639 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 71818 members 
Entering Unmasked Estep 
Score: -9372967.000000 Penalty: 5593.900879
	Iteration 54Q: 3 clusters Score -9372967 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 72603 members 
Entering Unmasked Estep 
Score: -9373298.000000 Penalty: 5593.900879
	Iteration 55Q: 3 clusters Score -9373298 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 73328 members 
Entering Unmasked Estep 
Score: -9373600.000000 Penalty: 5593.900879
	Iteration 56Q: 3 clusters Score -9373600 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 74024 members 
Entering Unmasked Estep 
Score: -9373874.000000 Penalty: 5593.900879
	Iteration 57Q: 3 clusters Score -9373874 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 74653 members 
Entering Unmasked Estep 
Score: -9374173.000000 Penalty: 5593.900879
	Iteration 58Q: 3 clusters Score -9374173 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 75197 members 
Entering Unmasked Estep 
Score: -9374392.000000 Penalty: 5593.900879
	Iteration 59Q: 3 clusters Score -9374392 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 75683 members 
Entering Unmasked Estep 
Score: -9374623.000000 Penalty: 5593.900879
	Iteration 60F: 3 clusters Score -9374623 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 76113 members 
Entering Unmasked Estep 
Score: -9374784.000000 Penalty: 5593.900879
	Iteration 61Q: 3 clusters Score -9374784 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 76438 members 
Entering Unmasked Estep 
Score: -9374948.000000 Penalty: 5593.900879
	Iteration 62Q: 3 clusters Score -9374948 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 76737 members 
Entering Unmasked Estep 
Score: -9375089.000000 Penalty: 5593.900879
	Iteration 63Q: 3 clusters Score -9375089 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 76953 members 
Entering Unmasked Estep 
Score: -9375170.000000 Penalty: 5593.900879
	Iteration 64Q: 3 clusters Score -9375170 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 77134 members 
Entering Unmasked Estep 
Score: -9375236.000000 Penalty: 5593.900879
	Iteration 65Q: 3 clusters Score -9375236 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 77279 members 
Entering Unmasked Estep 
Score: -9375296.000000 Penalty: 5593.900879
	Iteration 66Q: 3 clusters Score -9375296 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 77382 members 
Entering Unmasked Estep 
Score: -9375349.000000 Penalty: 5593.900879
	Iteration 67Q: 3 clusters Score -9375349 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 77467 members 
Entering Unmasked Estep 
Score: -9375390.000000 Penalty: 5593.900879
	Iteration 68Q: 3 clusters Score -9375390 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 77545 members 
Entering Unmasked Estep 
Score: -9375438.000000 Penalty: 5593.900879
	Iteration 69Q: 3 clusters Score -9375438 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 77618 members 
Entering Unmasked Estep 
Score: -9375462.000000 Penalty: 5593.900879
	Iteration 70Q: 3 clusters Score -9375462 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 77688 members 
Entering Unmasked Estep 
Score: -9375506.000000 Penalty: 5593.900879
	Iteration 71Q: 3 clusters Score -9375506 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 77762 members 
Entering Unmasked Estep 
Score: -9375549.000000 Penalty: 5593.900879
	Iteration 72Q: 3 clusters Score -9375549 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 77826 members 
Entering Unmasked Estep 
Score: -9375567.000000 Penalty: 5593.900879
	Iteration 73Q: 3 clusters Score -9375567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 77869 members 
Entering Unmasked Estep 
Score: -9375582.000000 Penalty: 5593.900879
	Iteration 74Q: 3 clusters Score -9375582 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 77904 members 
Entering Unmasked Estep 
Score: -9375592.000000 Penalty: 5593.900879
	Iteration 75Q: 3 clusters Score -9375592 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 77934 members 
Entering Unmasked Estep 
Score: -9375606.000000 Penalty: 5593.900879
	Iteration 76Q: 3 clusters Score -9375606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 77960 members 
Entering Unmasked Estep 
Score: -9375620.000000 Penalty: 5593.900879
	Iteration 77Q: 3 clusters Score -9375620 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 77980 members 
Entering Unmasked Estep 
Score: -9375632.000000 Penalty: 5593.900879
	Iteration 78Q: 3 clusters Score -9375632 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 77997 members 
Entering Unmasked Estep 
Score: -9375643.000000 Penalty: 5593.900879
	Iteration 79Q: 3 clusters Score -9375643 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 78018 members 
Entering Unmasked Estep 
Score: -9375656.000000 Penalty: 5593.900879
	Iteration 80F: 3 clusters Score -9375656 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 78039 members 
Entering Unmasked Estep 
Score: -9375673.000000 Penalty: 5593.900879
	Iteration 81Q: 3 clusters Score -9375673 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 78055 members 
Entering Unmasked Estep 
Score: -9375676.000000 Penalty: 5593.900879
	Iteration 82Q: 3 clusters Score -9375676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -9375698.000000 Penalty: 5593.900879
	Iteration 83Q: 3 clusters Score -9375698 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 78082 members 
Entering Unmasked Estep 
Score: -9375692.000000 Penalty: 5593.900879
	Iteration 84Q: 3 clusters Score -9375692 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 78098 members 
Entering Unmasked Estep 
Score: -9375711.000000 Penalty: 5593.900879
	Iteration 85Q: 3 clusters Score -9375711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 78111 members 
Entering Unmasked Estep 
Score: -9375718.000000 Penalty: 5593.900879
	Iteration 86Q: 3 clusters Score -9375718 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 78125 members 
Entering Unmasked Estep 
Score: -9375723.000000 Penalty: 5593.900879
	Iteration 87Q: 3 clusters Score -9375723 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 78145 members 
Entering Unmasked Estep 
Score: -9375734.000000 Penalty: 5593.900879
	Iteration 88Q: 3 clusters Score -9375734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 78159 members 
Entering Unmasked Estep 
Score: -9375745.000000 Penalty: 5593.900879
	Iteration 89Q: 3 clusters Score -9375745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 78165 members 
Entering Unmasked Estep 
Score: -9375747.000000 Penalty: 5593.900879
	Iteration 90Q: 3 clusters Score -9375747 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -9375752.000000 Penalty: 5593.900879
	Iteration 91Q: 3 clusters Score -9375752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 78189 members 
Entering Unmasked Estep 
Score: -9375761.000000 Penalty: 5593.900879
	Iteration 92Q: 3 clusters Score -9375761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 78194 members 
Entering Unmasked Estep 
Score: -9375769.000000 Penalty: 5593.900879
	Iteration 93Q: 3 clusters Score -9375769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 78203 members 
Entering Unmasked Estep 
Score: -9375768.000000 Penalty: 5593.900879
	Iteration 94Q: 3 clusters Score -9375768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -9375771.000000 Penalty: 5593.900879
	Iteration 95Q: 3 clusters Score -9375771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -9375765.000000 Penalty: 5593.900879
	Iteration 96Q: 3 clusters Score -9375765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 78207 members 
Entering Unmasked Estep 
Score: -9375766.000000 Penalty: 5593.900879
	Iteration 97Q: 3 clusters Score -9375766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -9375772.000000 Penalty: 5593.900879
	Iteration 98Q: 3 clusters Score -9375772 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 78209 members 
Entering Unmasked Estep 
Score: -9375770.000000 Penalty: 5593.900879
	Iteration 99Q: 3 clusters Score -9375770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 78211 members 
Entering Unmasked Estep 
Score: -9375772.000000 Penalty: 5593.900879
	Iteration 100F: 3 clusters Score -9375772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Entering Unmasked Estep 
Score: -1330762.125000 Penalty: 2328.572754
	Iteration 0F: 2 clusters Score -1330762 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1321829.375000 Penalty: 4657.145508
	Iteration 0F: 3 clusters Score -1321829 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1324520.375000 Penalty: 4657.145508
	Iteration 1F: 3 clusters Score -1324520 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1324889.250000 Penalty: 4657.145508
	Iteration 2F: 3 clusters Score -1324889 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1325224.125000 Penalty: 4657.145508
	Iteration 3F: 3 clusters Score -1325224 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1325524.375000 Penalty: 4657.145508
	Iteration 4Q: 3 clusters Score -1325524 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1325810.875000 Penalty: 4657.145508
	Iteration 5Q: 3 clusters Score -1325811 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1326090.000000 Penalty: 4657.145508
	Iteration 6Q: 3 clusters Score -1326090 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1326329.250000 Penalty: 4657.145508
	Iteration 7Q: 3 clusters Score -1326329 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1326540.250000 Penalty: 4657.145508
	Iteration 8Q: 3 clusters Score -1326540 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1326745.250000 Penalty: 4657.145508
	Iteration 9Q: 3 clusters Score -1326745 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -1326928.125000 Penalty: 4657.145508
	Iteration 10Q: 3 clusters Score -1326928 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1327072.500000 Penalty: 4657.145508
	Iteration 11Q: 3 clusters Score -1327072 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1327213.500000 Penalty: 4657.145508
	Iteration 12Q: 3 clusters Score -1327214 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1327339.625000 Penalty: 4657.145508
	Iteration 13Q: 3 clusters Score -1327340 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1327470.750000 Penalty: 4657.145508
	Iteration 14Q: 3 clusters Score -1327471 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1327589.500000 Penalty: 4657.145508
	Iteration 15Q: 3 clusters Score -1327590 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1327695.875000 Penalty: 4657.145508
	Iteration 16Q: 3 clusters Score -1327696 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1327792.625000 Penalty: 4657.145508
	Iteration 17Q: 3 clusters Score -1327793 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1327881.125000 Penalty: 4657.145508
	Iteration 18Q: 3 clusters Score -1327881 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1327951.125000 Penalty: 4657.145508
	Iteration 19Q: 3 clusters Score -1327951 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1328021.875000 Penalty: 4657.145508
	Iteration 20F: 3 clusters Score -1328022 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -1328085.375000 Penalty: 4657.145508
	Iteration 21Q: 3 clusters Score -1328085 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1328136.625000 Penalty: 4657.145508
	Iteration 22Q: 3 clusters Score -1328137 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1328182.875000 Penalty: 4657.145508
	Iteration 23Q: 3 clusters Score -1328183 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1328225.375000 Penalty: 4657.145508
	Iteration 24Q: 3 clusters Score -1328225 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -1328265.875000 Penalty: 4657.145508
	Iteration 25Q: 3 clusters Score -1328266 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1328298.500000 Penalty: 4657.145508
	Iteration 26Q: 3 clusters Score -1328298 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1328337.250000 Penalty: 4657.145508
	Iteration 27Q: 3 clusters Score -1328337 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1328371.375000 Penalty: 4657.145508
	Iteration 28Q: 3 clusters Score -1328371 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -1328403.250000 Penalty: 4657.145508
	Iteration 29Q: 3 clusters Score -1328403 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9215 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1328436.375000 Penalty: 4657.145508
	Iteration 30Q: 3 clusters Score -1328436 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -1328467.375000 Penalty: 4657.145508
	Iteration 31Q: 3 clusters Score -1328467 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -1328495.625000 Penalty: 4657.145508
	Iteration 32Q: 3 clusters Score -1328496 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1328522.000000 Penalty: 4657.145508
	Iteration 33Q: 3 clusters Score -1328522 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9510 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1328544.750000 Penalty: 4657.145508
	Iteration 34Q: 3 clusters Score -1328545 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1328569.500000 Penalty: 4657.145508
	Iteration 35Q: 3 clusters Score -1328570 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1328592.125000 Penalty: 4657.145508
	Iteration 36Q: 3 clusters Score -1328592 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1328608.750000 Penalty: 4657.145508
	Iteration 37Q: 3 clusters Score -1328609 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1328631.500000 Penalty: 4657.145508
	Iteration 38Q: 3 clusters Score -1328632 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1328654.000000 Penalty: 4657.145508
	Iteration 39Q: 3 clusters Score -1328654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1328675.750000 Penalty: 4657.145508
	Iteration 40F: 3 clusters Score -1328676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -1328691.250000 Penalty: 4657.145508
	Iteration 41Q: 3 clusters Score -1328691 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1328706.750000 Penalty: 4657.145508
	Iteration 42Q: 3 clusters Score -1328707 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1328724.000000 Penalty: 4657.145508
	Iteration 43Q: 3 clusters Score -1328724 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1328738.125000 Penalty: 4657.145508
	Iteration 44Q: 3 clusters Score -1328738 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1328746.875000 Penalty: 4657.145508
	Iteration 45Q: 3 clusters Score -1328747 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -1328756.375000 Penalty: 4657.145508
	Iteration 46Q: 3 clusters Score -1328756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -1328759.500000 Penalty: 4657.145508
	Iteration 47Q: 3 clusters Score -1328760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1328763.750000 Penalty: 4657.145508
	Iteration 48Q: 3 clusters Score -1328764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1328766.000000 Penalty: 4657.145508
	Iteration 49Q: 3 clusters Score -1328766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1328769.625000 Penalty: 4657.145508
	Iteration 50Q: 3 clusters Score -1328770 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1328773.625000 Penalty: 4657.145508
	Iteration 51Q: 3 clusters Score -1328774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10231 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1328778.500000 Penalty: 4657.145508
	Iteration 52Q: 3 clusters Score -1328778 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1328785.375000 Penalty: 4657.145508
	Iteration 53Q: 3 clusters Score -1328785 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1328790.875000 Penalty: 4657.145508
	Iteration 54Q: 3 clusters Score -1328791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1328797.750000 Penalty: 4657.145508
	Iteration 55Q: 3 clusters Score -1328798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1328798.875000 Penalty: 4657.145508
	Iteration 56Q: 3 clusters Score -1328799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1328802.250000 Penalty: 4657.145508
	Iteration 57Q: 3 clusters Score -1328802 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1328804.500000 Penalty: 4657.145508
	Iteration 58Q: 3 clusters Score -1328804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1328805.500000 Penalty: 4657.145508
	Iteration 59Q: 3 clusters Score -1328806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1328806.875000 Penalty: 4657.145508
	Iteration 60F: 3 clusters Score -1328807 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1328805.875000 Penalty: 4657.145508
	Iteration 61Q: 3 clusters Score -1328806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1328805.750000 Penalty: 4657.145508
	Iteration 62Q: 3 clusters Score -1328806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1328807.125000 Penalty: 4657.145508
	Iteration 63Q: 3 clusters Score -1328807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1328808.125000 Penalty: 4657.145508
	Iteration 64Q: 3 clusters Score -1328808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1328808.125000 Penalty: 4657.145508
	Iteration 65F: 3 clusters Score -1328808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (317626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317626 members 
Entering Unmasked Estep 
Score: -37310616.000000 Penalty: 3141.820068
	Iteration 0F: 2 clusters Score -3.731062e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158869 members 
Mstep: Class 2 contains 158757 members 
Entering Unmasked Estep 
Score: -37122724.000000 Penalty: 6283.640137
	Iteration 0F: 3 clusters Score -3.712272e+07 nChanged 153875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159172 members 
Mstep: Class 2 contains 158454 members 
Entering Unmasked Estep 
Score: -37215752.000000 Penalty: 6283.640137
	Iteration 1F: 3 clusters Score -3.721575e+07 nChanged 9609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158749 members 
Mstep: Class 2 contains 158877 members 
Entering Unmasked Estep 
Score: -37218500.000000 Penalty: 6283.640137
	Iteration 2Q: 3 clusters Score -3.72185e+07 nChanged 11617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157630 members 
Mstep: Class 2 contains 159996 members 
Entering Unmasked Estep 
Score: -37222788.000000 Penalty: 6283.640137
	Iteration 3Q: 3 clusters Score -3.722279e+07 nChanged 14658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155320 members 
Mstep: Class 2 contains 162306 members 
Entering Unmasked Estep 
Score: -37230340.000000 Penalty: 6283.640137
	Iteration 4Q: 3 clusters Score -3.723034e+07 nChanged 18546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151112 members 
Mstep: Class 2 contains 166514 members 
Entering Unmasked Estep 
Score: -37242584.000000 Penalty: 6283.640137
	Iteration 5F: 3 clusters Score -3.724258e+07 nChanged 21864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145264 members 
Mstep: Class 2 contains 172362 members 
Entering Unmasked Estep 
Score: -37259236.000000 Penalty: 6283.640137
	Iteration 6F: 3 clusters Score -3.725924e+07 nChanged 22376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138954 members 
Mstep: Class 2 contains 178672 members 
Entering Unmasked Estep 
Score: -37276496.000000 Penalty: 6283.640137
	Iteration 7F: 3 clusters Score -3.72765e+07 nChanged 18554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133184 members 
Mstep: Class 2 contains 184442 members 
Entering Unmasked Estep 
Score: -37287340.000000 Penalty: 6283.640137
	Iteration 8F: 3 clusters Score -3.728734e+07 nChanged 12004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127824 members 
Mstep: Class 2 contains 189802 members 
Entering Unmasked Estep 
Score: -37291984.000000 Penalty: 6283.640137
	Iteration 9Q: 3 clusters Score -3.729198e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122418 members 
Mstep: Class 2 contains 195208 members 
Entering Unmasked Estep 
Score: -37294092.000000 Penalty: 6283.640137
	Iteration 10Q: 3 clusters Score -3.729409e+07 nChanged 6394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116532 members 
Mstep: Class 2 contains 201094 members 
Entering Unmasked Estep 
Score: -37296012.000000 Penalty: 6283.640137
	Iteration 11Q: 3 clusters Score -3.729601e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110402 members 
Mstep: Class 2 contains 207224 members 
Entering Unmasked Estep 
Score: -37298108.000000 Penalty: 6283.640137
	Iteration 12Q: 3 clusters Score -3.729811e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103841 members 
Mstep: Class 2 contains 213785 members 
Entering Unmasked Estep 
Score: -37300484.000000 Penalty: 6283.640137
	Iteration 13Q: 3 clusters Score -3.730048e+07 nChanged 7026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97093 members 
Mstep: Class 2 contains 220533 members 
Entering Unmasked Estep 
Score: -37302432.000000 Penalty: 6283.640137
	Iteration 14Q: 3 clusters Score -3.730243e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90265 members 
Mstep: Class 2 contains 227361 members 
Entering Unmasked Estep 
Score: -37304808.000000 Penalty: 6283.640137
	Iteration 15Q: 3 clusters Score -3.730481e+07 nChanged 7161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83278 members 
Mstep: Class 2 contains 234348 members 
Entering Unmasked Estep 
Score: -37307420.000000 Penalty: 6283.640137
	Iteration 16Q: 3 clusters Score -3.730742e+07 nChanged 6931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76493 members 
Mstep: Class 2 contains 241133 members 
Entering Unmasked Estep 
Score: -37309852.000000 Penalty: 6283.640137
	Iteration 17Q: 3 clusters Score -3.730985e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69866 members 
Mstep: Class 2 contains 247760 members 
Entering Unmasked Estep 
Score: -37312096.000000 Penalty: 6283.640137
	Iteration 18Q: 3 clusters Score -3.73121e+07 nChanged 6323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63729 members 
Mstep: Class 2 contains 253897 members 
Entering Unmasked Estep 
Score: -37314800.000000 Penalty: 6283.640137
	Iteration 19Q: 3 clusters Score -3.73148e+07 nChanged 5674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58243 members 
Mstep: Class 2 contains 259383 members 
Entering Unmasked Estep 
Score: -37316740.000000 Penalty: 6283.640137
	Iteration 20F: 3 clusters Score -3.731674e+07 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 264269 members 
Entering Unmasked Estep 
Score: -37318656.000000 Penalty: 6283.640137
	Iteration 21Q: 3 clusters Score -3.731866e+07 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49099 members 
Mstep: Class 2 contains 268527 members 
Entering Unmasked Estep 
Score: -37320264.000000 Penalty: 6283.640137
	Iteration 22Q: 3 clusters Score -3.732026e+07 nChanged 3931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45312 members 
Mstep: Class 2 contains 272314 members 
Entering Unmasked Estep 
Score: -37321464.000000 Penalty: 6283.640137
	Iteration 23Q: 3 clusters Score -3.732146e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 275666 members 
Entering Unmasked Estep 
Score: -37322360.000000 Penalty: 6283.640137
	Iteration 24Q: 3 clusters Score -3.732236e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 278703 members 
Entering Unmasked Estep 
Score: -37323264.000000 Penalty: 6283.640137
	Iteration 25Q: 3 clusters Score -3.732326e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 281457 members 
Entering Unmasked Estep 
Score: -37323852.000000 Penalty: 6283.640137
	Iteration 26Q: 3 clusters Score -3.732385e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 283921 members 
Entering Unmasked Estep 
Score: -37324432.000000 Penalty: 6283.640137
	Iteration 27Q: 3 clusters Score -3.732443e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 286194 members 
Entering Unmasked Estep 
Score: -37324860.000000 Penalty: 6283.640137
	Iteration 28Q: 3 clusters Score -3.732486e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 288272 members 
Entering Unmasked Estep 
Score: -37325200.000000 Penalty: 6283.640137
	Iteration 29Q: 3 clusters Score -3.73252e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 290169 members 
Entering Unmasked Estep 
Score: -37325480.000000 Penalty: 6283.640137
	Iteration 30Q: 3 clusters Score -3.732548e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 291920 members 
Entering Unmasked Estep 
Score: -37325732.000000 Penalty: 6283.640137
	Iteration 31Q: 3 clusters Score -3.732573e+07 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 293506 members 
Entering Unmasked Estep 
Score: -37325872.000000 Penalty: 6283.640137
	Iteration 32Q: 3 clusters Score -3.732587e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 295079 members 
Entering Unmasked Estep 
Score: -37325740.000000 Penalty: 6283.640137
	Iteration 33Q: 3 clusters Score -3.732574e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20956 members 
Mstep: Class 2 contains 296670 members 
Entering Unmasked Estep 
Score: -37325708.000000 Penalty: 6283.640137
	Iteration 34Q: 3 clusters Score -3.732571e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 298204 members 
Entering Unmasked Estep 
Score: -37325596.000000 Penalty: 6283.640137
	Iteration 35Q: 3 clusters Score -3.73256e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 299669 members 
Entering Unmasked Estep 
Score: -37324792.000000 Penalty: 6283.640137
	Iteration 36Q: 3 clusters Score -3.732479e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 301120 members 
Entering Unmasked Estep 
Score: -37323928.000000 Penalty: 6283.640137
	Iteration 37Q: 3 clusters Score -3.732393e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 302464 members 
Entering Unmasked Estep 
Score: -37322984.000000 Penalty: 6283.640137
	Iteration 38Q: 3 clusters Score -3.732298e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 303751 members 
Entering Unmasked Estep 
Score: -37322248.000000 Penalty: 6283.640137
	Iteration 39Q: 3 clusters Score -3.732225e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 304970 members 
Entering Unmasked Estep 
Score: -37321152.000000 Penalty: 6283.640137
	Iteration 40F: 3 clusters Score -3.732115e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 306146 members 
Entering Unmasked Estep 
Score: -37320316.000000 Penalty: 6283.640137
	Iteration 41Q: 3 clusters Score -3.732032e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 307262 members 
Entering Unmasked Estep 
Score: -37319276.000000 Penalty: 6283.640137
	Iteration 42Q: 3 clusters Score -3.731928e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9321 members 
Mstep: Class 2 contains 308305 members 
Entering Unmasked Estep 
Score: -37318124.000000 Penalty: 6283.640137
	Iteration 43Q: 3 clusters Score -3.731812e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 309347 members 
Entering Unmasked Estep 
Score: -37317224.000000 Penalty: 6283.640137
	Iteration 44Q: 3 clusters Score -3.731722e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 310373 members 
Entering Unmasked Estep 
Score: -37316124.000000 Penalty: 6283.640137
	Iteration 45Q: 3 clusters Score -3.731612e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 311302 members 
Entering Unmasked Estep 
Score: -37315304.000000 Penalty: 6283.640137
	Iteration 46Q: 3 clusters Score -3.73153e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 312159 members 
Entering Unmasked Estep 
Score: -37314484.000000 Penalty: 6283.640137
	Iteration 47Q: 3 clusters Score -3.731448e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 312898 members 
Entering Unmasked Estep 
Score: -37313932.000000 Penalty: 6283.640137
	Iteration 48Q: 3 clusters Score -3.731393e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 313518 members 
Entering Unmasked Estep 
Score: -37313108.000000 Penalty: 6283.640137
	Iteration 49Q: 3 clusters Score -3.731311e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 314103 members 
Entering Unmasked Estep 
Score: -37312356.000000 Penalty: 6283.640137
	Iteration 50Q: 3 clusters Score -3.731236e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 314589 members 
Entering Unmasked Estep 
Score: -37311608.000000 Penalty: 6283.640137
	Iteration 51Q: 3 clusters Score -3.731161e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 315025 members 
Entering Unmasked Estep 
Score: -37311108.000000 Penalty: 6283.640137
	Iteration 52Q: 3 clusters Score -3.731111e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 315360 members 
Entering Unmasked Estep 
Score: -37310776.000000 Penalty: 6283.640137
	Iteration 53Q: 3 clusters Score -3.731078e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 315654 members 
Entering Unmasked Estep 
Score: -37310488.000000 Penalty: 6283.640137
	Iteration 54Q: 3 clusters Score -3.731049e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 315893 members 
Entering Unmasked Estep 
Score: -37310244.000000 Penalty: 6283.640137
	Iteration 55Q: 3 clusters Score -3.731024e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 316091 members 
Entering Unmasked Estep 
Score: -37310028.000000 Penalty: 6283.640137
	Iteration 56Q: 3 clusters Score -3.731003e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 316240 members 
Entering Unmasked Estep 
Score: -37309868.000000 Penalty: 6283.640137
	Iteration 57Q: 3 clusters Score -3.730987e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 316345 members 
Entering Unmasked Estep 
Score: -37309772.000000 Penalty: 6283.640137
	Iteration 58Q: 3 clusters Score -3.730977e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 316452 members 
Entering Unmasked Estep 
Score: -37309676.000000 Penalty: 6283.640137
	Iteration 59Q: 3 clusters Score -3.730968e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 316526 members 
Entering Unmasked Estep 
Score: -37309636.000000 Penalty: 6283.640137
	Iteration 60F: 3 clusters Score -3.730964e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 316591 members 
Entering Unmasked Estep 
Score: -37309524.000000 Penalty: 6283.640137
	Iteration 61Q: 3 clusters Score -3.730952e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 316656 members 
Entering Unmasked Estep 
Score: -37309456.000000 Penalty: 6283.640137
	Iteration 62Q: 3 clusters Score -3.730946e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 316697 members 
Entering Unmasked Estep 
Score: -37309400.000000 Penalty: 6283.640137
	Iteration 63Q: 3 clusters Score -3.73094e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 316743 members 
Entering Unmasked Estep 
Score: -37309388.000000 Penalty: 6283.640137
	Iteration 64Q: 3 clusters Score -3.730939e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 316777 members 
Entering Unmasked Estep 
Score: -37309332.000000 Penalty: 6283.640137
	Iteration 65Q: 3 clusters Score -3.730933e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 316795 members 
Entering Unmasked Estep 
Score: -37309304.000000 Penalty: 6283.640137
	Iteration 66Q: 3 clusters Score -3.73093e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 316817 members 
Entering Unmasked Estep 
Score: -37309244.000000 Penalty: 6283.640137
	Iteration 67Q: 3 clusters Score -3.730924e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 316833 members 
Entering Unmasked Estep 
Score: -37309212.000000 Penalty: 6283.640137
	Iteration 68Q: 3 clusters Score -3.730921e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 316845 members 
Entering Unmasked Estep 
Score: -37309184.000000 Penalty: 6283.640137
	Iteration 69Q: 3 clusters Score -3.730918e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 316863 members 
Entering Unmasked Estep 
Score: -37309148.000000 Penalty: 6283.640137
	Iteration 70Q: 3 clusters Score -3.730915e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 316875 members 
Entering Unmasked Estep 
Score: -37309144.000000 Penalty: 6283.640137
	Iteration 71Q: 3 clusters Score -3.730914e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 316891 members 
Entering Unmasked Estep 
Score: -37309152.000000 Penalty: 6283.640137
	Iteration 72Q: 3 clusters Score -3.730915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 316901 members 
Entering Unmasked Estep 
Score: -37309132.000000 Penalty: 6283.640137
	Iteration 73Q: 3 clusters Score -3.730913e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 316907 members 
Entering Unmasked Estep 
Score: -37309112.000000 Penalty: 6283.640137
	Iteration 74Q: 3 clusters Score -3.730911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 316913 members 
Entering Unmasked Estep 
Score: -37309116.000000 Penalty: 6283.640137
	Iteration 75Q: 3 clusters Score -3.730912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 316917 members 
Entering Unmasked Estep 
Score: -37309096.000000 Penalty: 6283.640137
	Iteration 76Q: 3 clusters Score -3.73091e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 316920 members 
Entering Unmasked Estep 
Score: -37309104.000000 Penalty: 6283.640137
	Iteration 77Q: 3 clusters Score -3.73091e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 316921 members 
Entering Unmasked Estep 
Score: -37309116.000000 Penalty: 6283.640137
	Iteration 78Q: 3 clusters Score -3.730912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 316923 members 
Entering Unmasked Estep 
Score: -37309112.000000 Penalty: 6283.640137
	Iteration 79Q: 3 clusters Score -3.730911e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 316924 members 
Entering Unmasked Estep 
Score: -37309076.000000 Penalty: 6283.640137
	Iteration 80F: 3 clusters Score -3.730908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 316925 members 
Entering Unmasked Estep 
Score: -37309076.000000 Penalty: 6283.640137
	Iteration 81Q: 3 clusters Score -3.730908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 316926 members 
Entering Unmasked Estep 
Score: -37309080.000000 Penalty: 6283.640137
	Iteration 82Q: 3 clusters Score -3.730908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 316927 members 
Entering Unmasked Estep 
Score: -37309080.000000 Penalty: 6283.640137
	Iteration 83Q: 3 clusters Score -3.730908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 316928 members 
Entering Unmasked Estep 
Score: -37309080.000000 Penalty: 6283.640137
	Iteration 84Q: 3 clusters Score -3.730908e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 316929 members 
Entering Unmasked Estep 
Score: -37309092.000000 Penalty: 6283.640137
	Iteration 85Q: 3 clusters Score -3.730909e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 316930 members 
Entering Unmasked Estep 
Score: -37309068.000000 Penalty: 6283.640137
	Iteration 86Q: 3 clusters Score -3.730907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 316930 members 
Entering Unmasked Estep 
Score: -37309068.000000 Penalty: 6283.640137
	Iteration 87F: 3 clusters Score -3.730907e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9903 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Entering Unmasked Estep 
Score: -998310.250000 Penalty: 2281.747070
	Iteration 0F: 2 clusters Score -998310.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -990793.812500 Penalty: 4563.494141
	Iteration 0F: 3 clusters Score -990793.8 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -993145.000000 Penalty: 4563.494141
	Iteration 1F: 3 clusters Score -993145 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -993574.000000 Penalty: 4563.494141
	Iteration 2F: 3 clusters Score -993574 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -993941.562500 Penalty: 4563.494141
	Iteration 3F: 3 clusters Score -993941.6 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -994280.250000 Penalty: 4563.494141
	Iteration 4F: 3 clusters Score -994280.2 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -994612.625000 Penalty: 4563.494141
	Iteration 5Q: 3 clusters Score -994612.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -994945.250000 Penalty: 4563.494141
	Iteration 6Q: 3 clusters Score -994945.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -995297.500000 Penalty: 4563.494141
	Iteration 7Q: 3 clusters Score -995297.5 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -995622.750000 Penalty: 4563.494141
	Iteration 8Q: 3 clusters Score -995622.8 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -995876.375000 Penalty: 4563.494141
	Iteration 9Q: 3 clusters Score -995876.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -996031.437500 Penalty: 4563.494141
	Iteration 10Q: 3 clusters Score -996031.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -996134.125000 Penalty: 4563.494141
	Iteration 11Q: 3 clusters Score -996134.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -996202.500000 Penalty: 4563.494141
	Iteration 12Q: 3 clusters Score -996202.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -996254.937500 Penalty: 4563.494141
	Iteration 13Q: 3 clusters Score -996254.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -996287.187500 Penalty: 4563.494141
	Iteration 14Q: 3 clusters Score -996287.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -996320.687500 Penalty: 4563.494141
	Iteration 15Q: 3 clusters Score -996320.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -996348.125000 Penalty: 4563.494141
	Iteration 16Q: 3 clusters Score -996348.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -996375.000000 Penalty: 4563.494141
	Iteration 17Q: 3 clusters Score -996375 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -996393.687500 Penalty: 4563.494141
	Iteration 18Q: 3 clusters Score -996393.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -996406.812500 Penalty: 4563.494141
	Iteration 19Q: 3 clusters Score -996406.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -996417.062500 Penalty: 4563.494141
	Iteration 20F: 3 clusters Score -996417.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -996425.187500 Penalty: 4563.494141
	Iteration 21Q: 3 clusters Score -996425.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -996435.937500 Penalty: 4563.494141
	Iteration 22Q: 3 clusters Score -996435.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -996441.062500 Penalty: 4563.494141
	Iteration 23Q: 3 clusters Score -996441.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -996446.250000 Penalty: 4563.494141
	Iteration 24Q: 3 clusters Score -996446.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -996456.937500 Penalty: 4563.494141
	Iteration 25Q: 3 clusters Score -996456.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -996464.687500 Penalty: 4563.494141
	Iteration 26Q: 3 clusters Score -996464.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -996470.687500 Penalty: 4563.494141
	Iteration 27Q: 3 clusters Score -996470.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -996478.250000 Penalty: 4563.494141
	Iteration 28Q: 3 clusters Score -996478.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -996483.875000 Penalty: 4563.494141
	Iteration 29Q: 3 clusters Score -996483.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -996488.500000 Penalty: 4563.494141
	Iteration 30Q: 3 clusters Score -996488.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -996492.500000 Penalty: 4563.494141
	Iteration 31Q: 3 clusters Score -996492.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -996496.750000 Penalty: 4563.494141
	Iteration 32Q: 3 clusters Score -996496.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -996503.875000 Penalty: 4563.494141
	Iteration 33Q: 3 clusters Score -996503.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -996509.875000 Penalty: 4563.494141
	Iteration 34Q: 3 clusters Score -996509.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 8561 members 
Entering Unmasked Estep 
Score: -996512.687500 Penalty: 4563.494141
	Iteration 35Q: 3 clusters Score -996512.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -996517.500000 Penalty: 4563.494141
	Iteration 36Q: 3 clusters Score -996517.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -996520.687500 Penalty: 4563.494141
	Iteration 37Q: 3 clusters Score -996520.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -996525.437500 Penalty: 4563.494141
	Iteration 38Q: 3 clusters Score -996525.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -996527.437500 Penalty: 4563.494141
	Iteration 39Q: 3 clusters Score -996527.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -996527.875000 Penalty: 4563.494141
	Iteration 40F: 3 clusters Score -996527.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -996531.437500 Penalty: 4563.494141
	Iteration 41Q: 3 clusters Score -996531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 8598 members 
Entering Unmasked Estep 
Score: -996536.250000 Penalty: 4563.494141
	Iteration 42Q: 3 clusters Score -996536.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -996539.000000 Penalty: 4563.494141
	Iteration 43Q: 3 clusters Score -996539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -996537.812500 Penalty: 4563.494141
	Iteration 44Q: 3 clusters Score -996537.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -996537.812500 Penalty: 4563.494141
	Iteration 45F: 3 clusters Score -996537.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Entering Unmasked Estep 
Score: -2409678.250000 Penalty: 2474.461426
	Iteration 0F: 2 clusters Score -2409678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -2394543.000000 Penalty: 4948.922852
	Iteration 0F: 3 clusters Score -2394543 nChanged 9620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -2399926.500000 Penalty: 4948.922852
	Iteration 1F: 3 clusters Score -2399926 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2400428.250000 Penalty: 4948.922852
	Iteration 2F: 3 clusters Score -2400428 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2400843.250000 Penalty: 4948.922852
	Iteration 3F: 3 clusters Score -2400843 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2401251.250000 Penalty: 4948.922852
	Iteration 4Q: 3 clusters Score -2401251 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 10005 members 
Entering Unmasked Estep 
Score: -2401704.500000 Penalty: 4948.922852
	Iteration 5Q: 3 clusters Score -2401704 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2402187.500000 Penalty: 4948.922852
	Iteration 6Q: 3 clusters Score -2402188 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2402715.250000 Penalty: 4948.922852
	Iteration 7Q: 3 clusters Score -2402715 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2403243.250000 Penalty: 4948.922852
	Iteration 8Q: 3 clusters Score -2403243 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -2403802.250000 Penalty: 4948.922852
	Iteration 9Q: 3 clusters Score -2403802 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -2404334.750000 Penalty: 4948.922852
	Iteration 10Q: 3 clusters Score -2404335 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -2404741.750000 Penalty: 4948.922852
	Iteration 11Q: 3 clusters Score -2404742 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2405043.500000 Penalty: 4948.922852
	Iteration 12Q: 3 clusters Score -2405044 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2405272.750000 Penalty: 4948.922852
	Iteration 13Q: 3 clusters Score -2405273 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2405428.000000 Penalty: 4948.922852
	Iteration 14Q: 3 clusters Score -2405428 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -2405541.000000 Penalty: 4948.922852
	Iteration 15Q: 3 clusters Score -2405541 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -2405630.500000 Penalty: 4948.922852
	Iteration 16Q: 3 clusters Score -2405630 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2405713.500000 Penalty: 4948.922852
	Iteration 17Q: 3 clusters Score -2405714 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2405785.500000 Penalty: 4948.922852
	Iteration 18Q: 3 clusters Score -2405786 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -2405864.000000 Penalty: 4948.922852
	Iteration 19Q: 3 clusters Score -2405864 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -2405926.750000 Penalty: 4948.922852
	Iteration 20F: 3 clusters Score -2405927 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2405983.000000 Penalty: 4948.922852
	Iteration 21Q: 3 clusters Score -2405983 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -2406020.250000 Penalty: 4948.922852
	Iteration 22Q: 3 clusters Score -2406020 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -2406081.250000 Penalty: 4948.922852
	Iteration 23Q: 3 clusters Score -2406081 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -2406118.500000 Penalty: 4948.922852
	Iteration 24Q: 3 clusters Score -2406118 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2406178.250000 Penalty: 4948.922852
	Iteration 25Q: 3 clusters Score -2406178 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -2406241.250000 Penalty: 4948.922852
	Iteration 26Q: 3 clusters Score -2406241 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2406295.500000 Penalty: 4948.922852
	Iteration 27Q: 3 clusters Score -2406296 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -2406334.500000 Penalty: 4948.922852
	Iteration 28Q: 3 clusters Score -2406334 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2406371.250000 Penalty: 4948.922852
	Iteration 29Q: 3 clusters Score -2406371 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -2406414.750000 Penalty: 4948.922852
	Iteration 30Q: 3 clusters Score -2406415 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -2406443.500000 Penalty: 4948.922852
	Iteration 31Q: 3 clusters Score -2406444 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2406465.250000 Penalty: 4948.922852
	Iteration 32Q: 3 clusters Score -2406465 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -2406486.500000 Penalty: 4948.922852
	Iteration 33Q: 3 clusters Score -2406486 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2406521.250000 Penalty: 4948.922852
	Iteration 34Q: 3 clusters Score -2406521 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2406536.000000 Penalty: 4948.922852
	Iteration 35Q: 3 clusters Score -2406536 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17202 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -2406556.750000 Penalty: 4948.922852
	Iteration 36Q: 3 clusters Score -2406557 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -2406577.750000 Penalty: 4948.922852
	Iteration 37Q: 3 clusters Score -2406578 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2406597.500000 Penalty: 4948.922852
	Iteration 38Q: 3 clusters Score -2406598 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2406621.500000 Penalty: 4948.922852
	Iteration 39Q: 3 clusters Score -2406622 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2406640.000000 Penalty: 4948.922852
	Iteration 40F: 3 clusters Score -2406640 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -2406662.750000 Penalty: 4948.922852
	Iteration 41Q: 3 clusters Score -2406663 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2406685.750000 Penalty: 4948.922852
	Iteration 42Q: 3 clusters Score -2406686 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -2406723.000000 Penalty: 4948.922852
	Iteration 43Q: 3 clusters Score -2406723 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2406740.000000 Penalty: 4948.922852
	Iteration 44Q: 3 clusters Score -2406740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2406762.000000 Penalty: 4948.922852
	Iteration 45Q: 3 clusters Score -2406762 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2406790.500000 Penalty: 4948.922852
	Iteration 46Q: 3 clusters Score -2406790 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2406837.750000 Penalty: 4948.922852
	Iteration 47Q: 3 clusters Score -2406838 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -2406867.250000 Penalty: 4948.922852
	Iteration 48Q: 3 clusters Score -2406867 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2406886.500000 Penalty: 4948.922852
	Iteration 49Q: 3 clusters Score -2406886 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -2406914.250000 Penalty: 4948.922852
	Iteration 50Q: 3 clusters Score -2406914 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2406941.500000 Penalty: 4948.922852
	Iteration 51Q: 3 clusters Score -2406942 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2406964.750000 Penalty: 4948.922852
	Iteration 52Q: 3 clusters Score -2406965 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -2406989.250000 Penalty: 4948.922852
	Iteration 53Q: 3 clusters Score -2406989 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2407016.750000 Penalty: 4948.922852
	Iteration 54Q: 3 clusters Score -2407017 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -2407039.500000 Penalty: 4948.922852
	Iteration 55Q: 3 clusters Score -2407040 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -2407054.750000 Penalty: 4948.922852
	Iteration 56Q: 3 clusters Score -2407055 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2407069.750000 Penalty: 4948.922852
	Iteration 57Q: 3 clusters Score -2407070 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -2407086.750000 Penalty: 4948.922852
	Iteration 58Q: 3 clusters Score -2407087 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2407105.250000 Penalty: 4948.922852
	Iteration 59Q: 3 clusters Score -2407105 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2407125.000000 Penalty: 4948.922852
	Iteration 60F: 3 clusters Score -2407125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2407149.000000 Penalty: 4948.922852
	Iteration 61Q: 3 clusters Score -2407149 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19266 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -2407170.000000 Penalty: 4948.922852
	Iteration 62Q: 3 clusters Score -2407170 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2407190.000000 Penalty: 4948.922852
	Iteration 63Q: 3 clusters Score -2407190 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -2407202.250000 Penalty: 4948.922852
	Iteration 64Q: 3 clusters Score -2407202 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -2407210.250000 Penalty: 4948.922852
	Iteration 65Q: 3 clusters Score -2407210 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2407218.250000 Penalty: 4948.922852
	Iteration 66Q: 3 clusters Score -2407218 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2407221.750000 Penalty: 4948.922852
	Iteration 67Q: 3 clusters Score -2407222 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2407237.750000 Penalty: 4948.922852
	Iteration 68Q: 3 clusters Score -2407238 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2407254.250000 Penalty: 4948.922852
	Iteration 69Q: 3 clusters Score -2407254 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2407263.500000 Penalty: 4948.922852
	Iteration 70Q: 3 clusters Score -2407264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -2407271.750000 Penalty: 4948.922852
	Iteration 71Q: 3 clusters Score -2407272 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19649 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2407279.000000 Penalty: 4948.922852
	Iteration 72Q: 3 clusters Score -2407279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19678 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2407291.000000 Penalty: 4948.922852
	Iteration 73Q: 3 clusters Score -2407291 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2407291.500000 Penalty: 4948.922852
	Iteration 74Q: 3 clusters Score -2407292 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19738 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2407301.750000 Penalty: 4948.922852
	Iteration 75Q: 3 clusters Score -2407302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -2407306.750000 Penalty: 4948.922852
	Iteration 76Q: 3 clusters Score -2407307 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19801 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -2407309.750000 Penalty: 4948.922852
	Iteration 77Q: 3 clusters Score -2407310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19828 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -2407323.500000 Penalty: 4948.922852
	Iteration 78Q: 3 clusters Score -2407324 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2407343.250000 Penalty: 4948.922852
	Iteration 79Q: 3 clusters Score -2407343 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19889 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2407355.500000 Penalty: 4948.922852
	Iteration 80F: 3 clusters Score -2407356 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19926 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -2407370.250000 Penalty: 4948.922852
	Iteration 81Q: 3 clusters Score -2407370 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -2407382.500000 Penalty: 4948.922852
	Iteration 82Q: 3 clusters Score -2407382 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20007 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2407396.250000 Penalty: 4948.922852
	Iteration 83Q: 3 clusters Score -2407396 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2407411.000000 Penalty: 4948.922852
	Iteration 84Q: 3 clusters Score -2407411 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2407426.750000 Penalty: 4948.922852
	Iteration 85Q: 3 clusters Score -2407427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20122 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -2407439.250000 Penalty: 4948.922852
	Iteration 86Q: 3 clusters Score -2407439 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20164 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2407463.000000 Penalty: 4948.922852
	Iteration 87Q: 3 clusters Score -2407463 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -2407483.750000 Penalty: 4948.922852
	Iteration 88Q: 3 clusters Score -2407484 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -2407503.000000 Penalty: 4948.922852
	Iteration 89Q: 3 clusters Score -2407503 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20300 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2407519.500000 Penalty: 4948.922852
	Iteration 90Q: 3 clusters Score -2407520 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20328 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2407532.750000 Penalty: 4948.922852
	Iteration 91Q: 3 clusters Score -2407533 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2407540.250000 Penalty: 4948.922852
	Iteration 92Q: 3 clusters Score -2407540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2407551.750000 Penalty: 4948.922852
	Iteration 93Q: 3 clusters Score -2407552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2407565.750000 Penalty: 4948.922852
	Iteration 94Q: 3 clusters Score -2407566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2407570.750000 Penalty: 4948.922852
	Iteration 95Q: 3 clusters Score -2407571 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2407574.500000 Penalty: 4948.922852
	Iteration 96Q: 3 clusters Score -2407574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -2407582.500000 Penalty: 4948.922852
	Iteration 97Q: 3 clusters Score -2407582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -2407582.750000 Penalty: 4948.922852
	Iteration 98Q: 3 clusters Score -2407583 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20459 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -2407589.750000 Penalty: 4948.922852
	Iteration 99Q: 3 clusters Score -2407590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2407591.250000 Penalty: 4948.922852
	Iteration 100F: 3 clusters Score -2407591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20470 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2407594.250000 Penalty: 4948.922852
	Iteration 101Q: 3 clusters Score -2407594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20473 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2407589.750000 Penalty: 4948.922852
	Iteration 102Q: 3 clusters Score -2407590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2407597.500000 Penalty: 4948.922852
	Iteration 103Q: 3 clusters Score -2407598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2407596.500000 Penalty: 4948.922852
	Iteration 104Q: 3 clusters Score -2407596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20480 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -2407597.750000 Penalty: 4948.922852
	Iteration 105Q: 3 clusters Score -2407598 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -2407598.750000 Penalty: 4948.922852
	Iteration 106Q: 3 clusters Score -2407599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2407601.250000 Penalty: 4948.922852
	Iteration 107Q: 3 clusters Score -2407601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2407601.250000 Penalty: 4948.922852
	Iteration 108F: 3 clusters Score -2407601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -71591.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -71591.87 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 340 members 
Entering Unmasked Estep 
Score: -69896.632812 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -69896.63 nChanged 165
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: -70291.406250 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -70291.41 nChanged 66
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: -70551.914062 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -70551.91 nChanged 41
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: -70714.523438 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -70714.52 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -70919.000000 Penalty: 3273.535889
	Iteration 4F: 3 clusters Score -70919 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71213.031250 Penalty: 3273.535889
	Iteration 5F: 3 clusters Score -71213.03 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -71404.835938 Penalty: 3273.535889
	Iteration 6F: 3 clusters Score -71404.84 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -71596.617188 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -71596.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71780.937500 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -71780.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71892.171875 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -71892.17 nChanged 9
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: -71943.320312 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -71943.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72063.351562 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -72063.35 nChanged 17
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: -72282.335938 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -72282.34 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -72481.078125 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -72481.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -72902.367188 Penalty: 3273.535889
	Iteration 14Q: 3 clusters Score -72902.37 nChanged 2
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: -73112.500000 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -73112.5 nChanged 0
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: -73112.500000 Penalty: 3273.535889
	Iteration 16F: 3 clusters Score -73112.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11814 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238951 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208519 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24795 members 
Mstep: Class 18 contains 79065 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 317626 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 437 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 196792 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 298 members 
Entering Unmasked Estep 
Score: -161425984.000000 Penalty: 101876.304688
Splitting cluster 23 changes total score from -161426976.000000 to -161425984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -429663.718750 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -429663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -425189.593750 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -425189.6 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -426428.468750 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -426428.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -426882.406250 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -426882.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -427259.656250 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -427259.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -427612.750000 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -427612.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -427899.875000 Penalty: 4224.626953
	Iteration 5F: 3 clusters Score -427899.9 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -428107.000000 Penalty: 4224.626953
	Iteration 6F: 3 clusters Score -428107 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -428244.812500 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -428244.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -428333.625000 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -428333.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -428381.843750 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -428381.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -428412.031250 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -428412 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -428432.968750 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -428433 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -428443.875000 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -428443.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -428455.000000 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -428455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -428467.093750 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -428467.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -428483.875000 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -428483.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -428503.562500 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -428503.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -428527.812500 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -428527.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -428555.781250 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -428555.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -428597.468750 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -428597.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -428644.281250 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -428644.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -428697.812500 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -428697.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -428762.781250 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -428762.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -428841.500000 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -428841.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -428926.812500 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -428926.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -428997.937500 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -428997.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -429052.093750 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -429052.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -429088.375000 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -429088.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -429116.718750 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -429116.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -429134.656250 Penalty: 4224.626953
	Iteration 29Q: 3 clusters Score -429134.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -429152.125000 Penalty: 4224.626953
	Iteration 30Q: 3 clusters Score -429152.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -429166.750000 Penalty: 4224.626953
	Iteration 31Q: 3 clusters Score -429166.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -429176.750000 Penalty: 4224.626953
	Iteration 32Q: 3 clusters Score -429176.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -429187.187500 Penalty: 4224.626953
	Iteration 33Q: 3 clusters Score -429187.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -429193.125000 Penalty: 4224.626953
	Iteration 34Q: 3 clusters Score -429193.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -429196.031250 Penalty: 4224.626953
	Iteration 35Q: 3 clusters Score -429196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -429198.000000 Penalty: 4224.626953
	Iteration 36Q: 3 clusters Score -429198 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -429198.125000 Penalty: 4224.626953
	Iteration 37Q: 3 clusters Score -429198.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -429201.531250 Penalty: 4224.626953
	Iteration 38F: 3 clusters Score -429201.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -429204.468750 Penalty: 4224.626953
	Iteration 39Q: 3 clusters Score -429204.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -429206.093750 Penalty: 4224.626953
	Iteration 40F: 3 clusters Score -429206.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -429207.843750 Penalty: 4224.626953
	Iteration 41Q: 3 clusters Score -429207.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -429207.843750 Penalty: 4224.626953
	Iteration 42F: 3 clusters Score -429207.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Entering Unmasked Estep 
Score: -2319112.750000 Penalty: 2447.473389
	Iteration 0F: 2 clusters Score -2319113 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9683 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2305387.750000 Penalty: 4894.946777
	Iteration 0F: 3 clusters Score -2305388 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2310021.250000 Penalty: 4894.946777
	Iteration 1F: 3 clusters Score -2310021 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -2310481.500000 Penalty: 4894.946777
	Iteration 2F: 3 clusters Score -2310482 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -2310827.500000 Penalty: 4894.946777
	Iteration 3Q: 3 clusters Score -2310828 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2311119.000000 Penalty: 4894.946777
	Iteration 4Q: 3 clusters Score -2311119 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2311393.000000 Penalty: 4894.946777
	Iteration 5Q: 3 clusters Score -2311393 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -2311683.750000 Penalty: 4894.946777
	Iteration 6Q: 3 clusters Score -2311684 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2311980.250000 Penalty: 4894.946777
	Iteration 7Q: 3 clusters Score -2311980 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -2312346.000000 Penalty: 4894.946777
	Iteration 8Q: 3 clusters Score -2312346 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -2312742.500000 Penalty: 4894.946777
	Iteration 9Q: 3 clusters Score -2312742 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2313174.750000 Penalty: 4894.946777
	Iteration 10Q: 3 clusters Score -2313175 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2313573.000000 Penalty: 4894.946777
	Iteration 11Q: 3 clusters Score -2313573 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2313877.750000 Penalty: 4894.946777
	Iteration 12Q: 3 clusters Score -2313878 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2314067.000000 Penalty: 4894.946777
	Iteration 13Q: 3 clusters Score -2314067 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2314184.250000 Penalty: 4894.946777
	Iteration 14Q: 3 clusters Score -2314184 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -2314246.000000 Penalty: 4894.946777
	Iteration 15Q: 3 clusters Score -2314246 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2314286.750000 Penalty: 4894.946777
	Iteration 16Q: 3 clusters Score -2314287 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2314322.000000 Penalty: 4894.946777
	Iteration 17Q: 3 clusters Score -2314322 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2314349.000000 Penalty: 4894.946777
	Iteration 18Q: 3 clusters Score -2314349 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2314367.500000 Penalty: 4894.946777
	Iteration 19Q: 3 clusters Score -2314368 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2314386.750000 Penalty: 4894.946777
	Iteration 20F: 3 clusters Score -2314387 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2314409.500000 Penalty: 4894.946777
	Iteration 21Q: 3 clusters Score -2314410 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2314432.500000 Penalty: 4894.946777
	Iteration 22Q: 3 clusters Score -2314432 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -2314453.750000 Penalty: 4894.946777
	Iteration 23Q: 3 clusters Score -2314454 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -2314482.500000 Penalty: 4894.946777
	Iteration 24Q: 3 clusters Score -2314482 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2314508.250000 Penalty: 4894.946777
	Iteration 25Q: 3 clusters Score -2314508 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 12072 members 
Entering Unmasked Estep 
Score: -2314537.250000 Penalty: 4894.946777
	Iteration 26Q: 3 clusters Score -2314537 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2314552.250000 Penalty: 4894.946777
	Iteration 27Q: 3 clusters Score -2314552 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2314590.000000 Penalty: 4894.946777
	Iteration 28Q: 3 clusters Score -2314590 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 12396 members 
Entering Unmasked Estep 
Score: -2314623.000000 Penalty: 4894.946777
	Iteration 29Q: 3 clusters Score -2314623 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 12531 members 
Entering Unmasked Estep 
Score: -2314653.750000 Penalty: 4894.946777
	Iteration 30Q: 3 clusters Score -2314654 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -2314703.750000 Penalty: 4894.946777
	Iteration 31Q: 3 clusters Score -2314704 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2314734.750000 Penalty: 4894.946777
	Iteration 32Q: 3 clusters Score -2314735 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -2314784.250000 Penalty: 4894.946777
	Iteration 33Q: 3 clusters Score -2314784 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -2314817.500000 Penalty: 4894.946777
	Iteration 34Q: 3 clusters Score -2314818 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2314860.250000 Penalty: 4894.946777
	Iteration 35Q: 3 clusters Score -2314860 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2314907.750000 Penalty: 4894.946777
	Iteration 36Q: 3 clusters Score -2314908 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -2314969.750000 Penalty: 4894.946777
	Iteration 37Q: 3 clusters Score -2314970 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2315039.500000 Penalty: 4894.946777
	Iteration 38Q: 3 clusters Score -2315040 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 13913 members 
Entering Unmasked Estep 
Score: -2315093.750000 Penalty: 4894.946777
	Iteration 39Q: 3 clusters Score -2315094 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 14083 members 
Entering Unmasked Estep 
Score: -2315134.000000 Penalty: 4894.946777
	Iteration 40F: 3 clusters Score -2315134 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2315201.500000 Penalty: 4894.946777
	Iteration 41Q: 3 clusters Score -2315202 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2315268.750000 Penalty: 4894.946777
	Iteration 42Q: 3 clusters Score -2315269 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -2315346.000000 Penalty: 4894.946777
	Iteration 43Q: 3 clusters Score -2315346 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2315442.750000 Penalty: 4894.946777
	Iteration 44Q: 3 clusters Score -2315443 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2315542.500000 Penalty: 4894.946777
	Iteration 45Q: 3 clusters Score -2315542 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2315648.500000 Penalty: 4894.946777
	Iteration 46Q: 3 clusters Score -2315648 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -2315743.750000 Penalty: 4894.946777
	Iteration 47Q: 3 clusters Score -2315744 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2315845.500000 Penalty: 4894.946777
	Iteration 48Q: 3 clusters Score -2315846 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2315936.750000 Penalty: 4894.946777
	Iteration 49Q: 3 clusters Score -2315937 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -2316041.500000 Penalty: 4894.946777
	Iteration 50Q: 3 clusters Score -2316042 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2316134.250000 Penalty: 4894.946777
	Iteration 51Q: 3 clusters Score -2316134 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2316219.000000 Penalty: 4894.946777
	Iteration 52Q: 3 clusters Score -2316219 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2316301.750000 Penalty: 4894.946777
	Iteration 53Q: 3 clusters Score -2316302 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 16891 members 
Entering Unmasked Estep 
Score: -2316376.750000 Penalty: 4894.946777
	Iteration 54Q: 3 clusters Score -2316377 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -2316455.500000 Penalty: 4894.946777
	Iteration 55Q: 3 clusters Score -2316456 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2316531.500000 Penalty: 4894.946777
	Iteration 56Q: 3 clusters Score -2316532 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2316592.250000 Penalty: 4894.946777
	Iteration 57Q: 3 clusters Score -2316592 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2316651.500000 Penalty: 4894.946777
	Iteration 58Q: 3 clusters Score -2316652 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 17513 members 
Entering Unmasked Estep 
Score: -2316699.750000 Penalty: 4894.946777
	Iteration 59Q: 3 clusters Score -2316700 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -2316735.250000 Penalty: 4894.946777
	Iteration 60F: 3 clusters Score -2316735 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17660 members 
Entering Unmasked Estep 
Score: -2316762.000000 Penalty: 4894.946777
	Iteration 61Q: 3 clusters Score -2316762 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2316784.000000 Penalty: 4894.946777
	Iteration 62Q: 3 clusters Score -2316784 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2316808.000000 Penalty: 4894.946777
	Iteration 63Q: 3 clusters Score -2316808 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2316824.750000 Penalty: 4894.946777
	Iteration 64Q: 3 clusters Score -2316825 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2316842.000000 Penalty: 4894.946777
	Iteration 65Q: 3 clusters Score -2316842 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -2316851.500000 Penalty: 4894.946777
	Iteration 66Q: 3 clusters Score -2316852 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2316864.250000 Penalty: 4894.946777
	Iteration 67Q: 3 clusters Score -2316864 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2316879.000000 Penalty: 4894.946777
	Iteration 68Q: 3 clusters Score -2316879 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2316893.750000 Penalty: 4894.946777
	Iteration 69Q: 3 clusters Score -2316894 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2316913.500000 Penalty: 4894.946777
	Iteration 70Q: 3 clusters Score -2316914 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -2316917.250000 Penalty: 4894.946777
	Iteration 71Q: 3 clusters Score -2316917 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -2316926.750000 Penalty: 4894.946777
	Iteration 72Q: 3 clusters Score -2316927 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2316931.250000 Penalty: 4894.946777
	Iteration 73Q: 3 clusters Score -2316931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2316942.000000 Penalty: 4894.946777
	Iteration 74Q: 3 clusters Score -2316942 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2316957.250000 Penalty: 4894.946777
	Iteration 75Q: 3 clusters Score -2316957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2316964.000000 Penalty: 4894.946777
	Iteration 76Q: 3 clusters Score -2316964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2316967.500000 Penalty: 4894.946777
	Iteration 77Q: 3 clusters Score -2316968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2316975.500000 Penalty: 4894.946777
	Iteration 78Q: 3 clusters Score -2316976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2316976.000000 Penalty: 4894.946777
	Iteration 79Q: 3 clusters Score -2316976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2316983.250000 Penalty: 4894.946777
	Iteration 80F: 3 clusters Score -2316983 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -2316989.750000 Penalty: 4894.946777
	Iteration 81Q: 3 clusters Score -2316990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2316990.750000 Penalty: 4894.946777
	Iteration 82Q: 3 clusters Score -2316991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2316995.750000 Penalty: 4894.946777
	Iteration 83Q: 3 clusters Score -2316996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18255 members 
Entering Unmasked Estep 
Score: -2316994.250000 Penalty: 4894.946777
	Iteration 84Q: 3 clusters Score -2316994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18258 members 
Entering Unmasked Estep 
Score: -2317002.000000 Penalty: 4894.946777
	Iteration 85Q: 3 clusters Score -2317002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2317001.750000 Penalty: 4894.946777
	Iteration 86Q: 3 clusters Score -2317002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2317003.000000 Penalty: 4894.946777
	Iteration 87Q: 3 clusters Score -2317003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2317000.750000 Penalty: 4894.946777
	Iteration 88Q: 3 clusters Score -2317001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2316999.250000 Penalty: 4894.946777
	Iteration 89Q: 3 clusters Score -2316999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2317003.750000 Penalty: 4894.946777
	Iteration 90Q: 3 clusters Score -2317004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -2317003.750000 Penalty: 4894.946777
	Iteration 91F: 3 clusters Score -2317004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (196792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196792 members 
Entering Unmasked Estep 
Score: -23094764.000000 Penalty: 3023.095703
	Iteration 0F: 2 clusters Score -2.309476e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98443 members 
Mstep: Class 2 contains 98349 members 
Entering Unmasked Estep 
Score: -22966646.000000 Penalty: 6046.191406
	Iteration 0F: 3 clusters Score -2.296665e+07 nChanged 94763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97466 members 
Mstep: Class 2 contains 99326 members 
Entering Unmasked Estep 
Score: -23021708.000000 Penalty: 6046.191406
	Iteration 1F: 3 clusters Score -2.302171e+07 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97176 members 
Mstep: Class 2 contains 99616 members 
Entering Unmasked Estep 
Score: -23022570.000000 Penalty: 6046.191406
	Iteration 2Q: 3 clusters Score -2.302257e+07 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96800 members 
Mstep: Class 2 contains 99992 members 
Entering Unmasked Estep 
Score: -23023492.000000 Penalty: 6046.191406
	Iteration 3Q: 3 clusters Score -2.302349e+07 nChanged 5504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96166 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -23024752.000000 Penalty: 6046.191406
	Iteration 4Q: 3 clusters Score -2.302475e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95314 members 
Mstep: Class 2 contains 101478 members 
Entering Unmasked Estep 
Score: -23026318.000000 Penalty: 6046.191406
	Iteration 5Q: 3 clusters Score -2.302632e+07 nChanged 6762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94102 members 
Mstep: Class 2 contains 102690 members 
Entering Unmasked Estep 
Score: -23028750.000000 Penalty: 6046.191406
	Iteration 6Q: 3 clusters Score -2.302875e+07 nChanged 7762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 104326 members 
Entering Unmasked Estep 
Score: -23031774.000000 Penalty: 6046.191406
	Iteration 7Q: 3 clusters Score -2.303177e+07 nChanged 8977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90299 members 
Mstep: Class 2 contains 106493 members 
Entering Unmasked Estep 
Score: -23035788.000000 Penalty: 6046.191406
	Iteration 8Q: 3 clusters Score -2.303579e+07 nChanged 10041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87736 members 
Mstep: Class 2 contains 109056 members 
Entering Unmasked Estep 
Score: -23041194.000000 Penalty: 6046.191406
	Iteration 9F: 3 clusters Score -2.304119e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85072 members 
Mstep: Class 2 contains 111720 members 
Entering Unmasked Estep 
Score: -23047694.000000 Penalty: 6046.191406
	Iteration 10F: 3 clusters Score -2.304769e+07 nChanged 11352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82848 members 
Mstep: Class 2 contains 113944 members 
Entering Unmasked Estep 
Score: -23055076.000000 Penalty: 6046.191406
	Iteration 11F: 3 clusters Score -2.305508e+07 nChanged 10382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81304 members 
Mstep: Class 2 contains 115488 members 
Entering Unmasked Estep 
Score: -23061038.000000 Penalty: 6046.191406
	Iteration 12F: 3 clusters Score -2.306104e+07 nChanged 8005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80165 members 
Mstep: Class 2 contains 116627 members 
Entering Unmasked Estep 
Score: -23064006.000000 Penalty: 6046.191406
	Iteration 13Q: 3 clusters Score -2.306401e+07 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79039 members 
Mstep: Class 2 contains 117753 members 
Entering Unmasked Estep 
Score: -23065162.000000 Penalty: 6046.191406
	Iteration 14Q: 3 clusters Score -2.306516e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77748 members 
Mstep: Class 2 contains 119044 members 
Entering Unmasked Estep 
Score: -23065894.000000 Penalty: 6046.191406
	Iteration 15Q: 3 clusters Score -2.306589e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76310 members 
Mstep: Class 2 contains 120482 members 
Entering Unmasked Estep 
Score: -23066398.000000 Penalty: 6046.191406
	Iteration 16Q: 3 clusters Score -2.30664e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74884 members 
Mstep: Class 2 contains 121908 members 
Entering Unmasked Estep 
Score: -23066594.000000 Penalty: 6046.191406
	Iteration 17Q: 3 clusters Score -2.306659e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73363 members 
Mstep: Class 2 contains 123429 members 
Entering Unmasked Estep 
Score: -23066886.000000 Penalty: 6046.191406
	Iteration 18Q: 3 clusters Score -2.306689e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71689 members 
Mstep: Class 2 contains 125103 members 
Entering Unmasked Estep 
Score: -23067076.000000 Penalty: 6046.191406
	Iteration 19Q: 3 clusters Score -2.306708e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69885 members 
Mstep: Class 2 contains 126907 members 
Entering Unmasked Estep 
Score: -23067412.000000 Penalty: 6046.191406
	Iteration 20F: 3 clusters Score -2.306741e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67925 members 
Mstep: Class 2 contains 128867 members 
Entering Unmasked Estep 
Score: -23067894.000000 Penalty: 6046.191406
	Iteration 21Q: 3 clusters Score -2.306789e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65823 members 
Mstep: Class 2 contains 130969 members 
Entering Unmasked Estep 
Score: -23068426.000000 Penalty: 6046.191406
	Iteration 22Q: 3 clusters Score -2.306843e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63656 members 
Mstep: Class 2 contains 133136 members 
Entering Unmasked Estep 
Score: -23068972.000000 Penalty: 6046.191406
	Iteration 23Q: 3 clusters Score -2.306897e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61359 members 
Mstep: Class 2 contains 135433 members 
Entering Unmasked Estep 
Score: -23069460.000000 Penalty: 6046.191406
	Iteration 24Q: 3 clusters Score -2.306946e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 137841 members 
Entering Unmasked Estep 
Score: -23070216.000000 Penalty: 6046.191406
	Iteration 25Q: 3 clusters Score -2.307022e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56395 members 
Mstep: Class 2 contains 140397 members 
Entering Unmasked Estep 
Score: -23070992.000000 Penalty: 6046.191406
	Iteration 26Q: 3 clusters Score -2.307099e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 143135 members 
Entering Unmasked Estep 
Score: -23071728.000000 Penalty: 6046.191406
	Iteration 27Q: 3 clusters Score -2.307173e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50835 members 
Mstep: Class 2 contains 145957 members 
Entering Unmasked Estep 
Score: -23072728.000000 Penalty: 6046.191406
	Iteration 28Q: 3 clusters Score -2.307273e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47857 members 
Mstep: Class 2 contains 148935 members 
Entering Unmasked Estep 
Score: -23073632.000000 Penalty: 6046.191406
	Iteration 29Q: 3 clusters Score -2.307363e+07 nChanged 3127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44770 members 
Mstep: Class 2 contains 152022 members 
Entering Unmasked Estep 
Score: -23074644.000000 Penalty: 6046.191406
	Iteration 30Q: 3 clusters Score -2.307464e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 155129 members 
Entering Unmasked Estep 
Score: -23075732.000000 Penalty: 6046.191406
	Iteration 31Q: 3 clusters Score -2.307573e+07 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 158323 members 
Entering Unmasked Estep 
Score: -23077030.000000 Penalty: 6046.191406
	Iteration 32Q: 3 clusters Score -2.307703e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35300 members 
Mstep: Class 2 contains 161492 members 
Entering Unmasked Estep 
Score: -23077962.000000 Penalty: 6046.191406
	Iteration 33Q: 3 clusters Score -2.307796e+07 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32187 members 
Mstep: Class 2 contains 164605 members 
Entering Unmasked Estep 
Score: -23079096.000000 Penalty: 6046.191406
	Iteration 34Q: 3 clusters Score -2.30791e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 167717 members 
Entering Unmasked Estep 
Score: -23080126.000000 Penalty: 6046.191406
	Iteration 35Q: 3 clusters Score -2.308013e+07 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25953 members 
Mstep: Class 2 contains 170839 members 
Entering Unmasked Estep 
Score: -23081292.000000 Penalty: 6046.191406
	Iteration 36Q: 3 clusters Score -2.308129e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23056 members 
Mstep: Class 2 contains 173736 members 
Entering Unmasked Estep 
Score: -23082416.000000 Penalty: 6046.191406
	Iteration 37Q: 3 clusters Score -2.308242e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 176520 members 
Entering Unmasked Estep 
Score: -23083406.000000 Penalty: 6046.191406
	Iteration 38Q: 3 clusters Score -2.308341e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 179188 members 
Entering Unmasked Estep 
Score: -23084408.000000 Penalty: 6046.191406
	Iteration 39Q: 3 clusters Score -2.308441e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 181636 members 
Entering Unmasked Estep 
Score: -23085614.000000 Penalty: 6046.191406
	Iteration 40F: 3 clusters Score -2.308561e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 183941 members 
Entering Unmasked Estep 
Score: -23086758.000000 Penalty: 6046.191406
	Iteration 41Q: 3 clusters Score -2.308676e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 185947 members 
Entering Unmasked Estep 
Score: -23087798.000000 Penalty: 6046.191406
	Iteration 42Q: 3 clusters Score -2.30878e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 187662 members 
Entering Unmasked Estep 
Score: -23088632.000000 Penalty: 6046.191406
	Iteration 43Q: 3 clusters Score -2.308863e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 189157 members 
Entering Unmasked Estep 
Score: -23089416.000000 Penalty: 6046.191406
	Iteration 44Q: 3 clusters Score -2.308942e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 190365 members 
Entering Unmasked Estep 
Score: -23089980.000000 Penalty: 6046.191406
	Iteration 45Q: 3 clusters Score -2.308998e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 191326 members 
Entering Unmasked Estep 
Score: -23090424.000000 Penalty: 6046.191406
	Iteration 46Q: 3 clusters Score -2.309042e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 192088 members 
Entering Unmasked Estep 
Score: -23090786.000000 Penalty: 6046.191406
	Iteration 47Q: 3 clusters Score -2.309079e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 192697 members 
Entering Unmasked Estep 
Score: -23091080.000000 Penalty: 6046.191406
	Iteration 48Q: 3 clusters Score -2.309108e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 193187 members 
Entering Unmasked Estep 
Score: -23091302.000000 Penalty: 6046.191406
	Iteration 49Q: 3 clusters Score -2.30913e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 193587 members 
Entering Unmasked Estep 
Score: -23091576.000000 Penalty: 6046.191406
	Iteration 50Q: 3 clusters Score -2.309158e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 193899 members 
Entering Unmasked Estep 
Score: -23091708.000000 Penalty: 6046.191406
	Iteration 51Q: 3 clusters Score -2.309171e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 194114 members 
Entering Unmasked Estep 
Score: -23091890.000000 Penalty: 6046.191406
	Iteration 52Q: 3 clusters Score -2.309189e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 194279 members 
Entering Unmasked Estep 
Score: -23091950.000000 Penalty: 6046.191406
	Iteration 53Q: 3 clusters Score -2.309195e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 194422 members 
Entering Unmasked Estep 
Score: -23092062.000000 Penalty: 6046.191406
	Iteration 54Q: 3 clusters Score -2.309206e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 194536 members 
Entering Unmasked Estep 
Score: -23092112.000000 Penalty: 6046.191406
	Iteration 55Q: 3 clusters Score -2.309211e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 194614 members 
Entering Unmasked Estep 
Score: -23092174.000000 Penalty: 6046.191406
	Iteration 56Q: 3 clusters Score -2.309217e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 194685 members 
Entering Unmasked Estep 
Score: -23092238.000000 Penalty: 6046.191406
	Iteration 57Q: 3 clusters Score -2.309224e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 194730 members 
Entering Unmasked Estep 
Score: -23092244.000000 Penalty: 6046.191406
	Iteration 58Q: 3 clusters Score -2.309224e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 194761 members 
Entering Unmasked Estep 
Score: -23092238.000000 Penalty: 6046.191406
	Iteration 59Q: 3 clusters Score -2.309224e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 194787 members 
Entering Unmasked Estep 
Score: -23092222.000000 Penalty: 6046.191406
	Iteration 60F: 3 clusters Score -2.309222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 194810 members 
Entering Unmasked Estep 
Score: -23092226.000000 Penalty: 6046.191406
	Iteration 61Q: 3 clusters Score -2.309223e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 194833 members 
Entering Unmasked Estep 
Score: -23092216.000000 Penalty: 6046.191406
	Iteration 62Q: 3 clusters Score -2.309222e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 194852 members 
Entering Unmasked Estep 
Score: -23092210.000000 Penalty: 6046.191406
	Iteration 63Q: 3 clusters Score -2.309221e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 194870 members 
Entering Unmasked Estep 
Score: -23092224.000000 Penalty: 6046.191406
	Iteration 64Q: 3 clusters Score -2.309222e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 194878 members 
Entering Unmasked Estep 
Score: -23092228.000000 Penalty: 6046.191406
	Iteration 65Q: 3 clusters Score -2.309223e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 194898 members 
Entering Unmasked Estep 
Score: -23092234.000000 Penalty: 6046.191406
	Iteration 66Q: 3 clusters Score -2.309223e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 194910 members 
Entering Unmasked Estep 
Score: -23092260.000000 Penalty: 6046.191406
	Iteration 67Q: 3 clusters Score -2.309226e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 194919 members 
Entering Unmasked Estep 
Score: -23092248.000000 Penalty: 6046.191406
	Iteration 68Q: 3 clusters Score -2.309225e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 194926 members 
Entering Unmasked Estep 
Score: -23092262.000000 Penalty: 6046.191406
	Iteration 69Q: 3 clusters Score -2.309226e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 194930 members 
Entering Unmasked Estep 
Score: -23092272.000000 Penalty: 6046.191406
	Iteration 70Q: 3 clusters Score -2.309227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 194935 members 
Entering Unmasked Estep 
Score: -23092270.000000 Penalty: 6046.191406
	Iteration 71Q: 3 clusters Score -2.309227e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 194940 members 
Entering Unmasked Estep 
Score: -23092278.000000 Penalty: 6046.191406
	Iteration 72Q: 3 clusters Score -2.309228e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 194951 members 
Entering Unmasked Estep 
Score: -23092290.000000 Penalty: 6046.191406
	Iteration 73Q: 3 clusters Score -2.309229e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 194960 members 
Entering Unmasked Estep 
Score: -23092302.000000 Penalty: 6046.191406
	Iteration 74Q: 3 clusters Score -2.30923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 194969 members 
Entering Unmasked Estep 
Score: -23092284.000000 Penalty: 6046.191406
	Iteration 75Q: 3 clusters Score -2.309228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 194980 members 
Entering Unmasked Estep 
Score: -23092302.000000 Penalty: 6046.191406
	Iteration 76Q: 3 clusters Score -2.30923e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 194997 members 
Entering Unmasked Estep 
Score: -23092324.000000 Penalty: 6046.191406
	Iteration 77Q: 3 clusters Score -2.309232e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 195014 members 
Entering Unmasked Estep 
Score: -23092334.000000 Penalty: 6046.191406
	Iteration 78Q: 3 clusters Score -2.309233e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 195031 members 
Entering Unmasked Estep 
Score: -23092356.000000 Penalty: 6046.191406
	Iteration 79Q: 3 clusters Score -2.309236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 195038 members 
Entering Unmasked Estep 
Score: -23092346.000000 Penalty: 6046.191406
	Iteration 80F: 3 clusters Score -2.309235e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 195052 members 
Entering Unmasked Estep 
Score: -23092352.000000 Penalty: 6046.191406
	Iteration 81Q: 3 clusters Score -2.309235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 195060 members 
Entering Unmasked Estep 
Score: -23092362.000000 Penalty: 6046.191406
	Iteration 82Q: 3 clusters Score -2.309236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 195065 members 
Entering Unmasked Estep 
Score: -23092350.000000 Penalty: 6046.191406
	Iteration 83Q: 3 clusters Score -2.309235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 195071 members 
Entering Unmasked Estep 
Score: -23092352.000000 Penalty: 6046.191406
	Iteration 84Q: 3 clusters Score -2.309235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 195075 members 
Entering Unmasked Estep 
Score: -23092348.000000 Penalty: 6046.191406
	Iteration 85Q: 3 clusters Score -2.309235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 195079 members 
Entering Unmasked Estep 
Score: -23092360.000000 Penalty: 6046.191406
	Iteration 86Q: 3 clusters Score -2.309236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 195083 members 
Entering Unmasked Estep 
Score: -23092354.000000 Penalty: 6046.191406
	Iteration 87Q: 3 clusters Score -2.309235e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 195088 members 
Entering Unmasked Estep 
Score: -23092348.000000 Penalty: 6046.191406
	Iteration 88Q: 3 clusters Score -2.309235e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 195095 members 
Entering Unmasked Estep 
Score: -23092346.000000 Penalty: 6046.191406
	Iteration 89Q: 3 clusters Score -2.309235e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 195097 members 
Entering Unmasked Estep 
Score: -23092364.000000 Penalty: 6046.191406
	Iteration 90Q: 3 clusters Score -2.309236e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 195102 members 
Entering Unmasked Estep 
Score: -23092356.000000 Penalty: 6046.191406
	Iteration 91Q: 3 clusters Score -2.309236e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 195108 members 
Entering Unmasked Estep 
Score: -23092372.000000 Penalty: 6046.191406
	Iteration 92Q: 3 clusters Score -2.309237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 195113 members 
Entering Unmasked Estep 
Score: -23092384.000000 Penalty: 6046.191406
	Iteration 93Q: 3 clusters Score -2.309238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 195114 members 
Entering Unmasked Estep 
Score: -23092386.000000 Penalty: 6046.191406
	Iteration 94Q: 3 clusters Score -2.309239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 195117 members 
Entering Unmasked Estep 
Score: -23092384.000000 Penalty: 6046.191406
	Iteration 95Q: 3 clusters Score -2.309238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 195120 members 
Entering Unmasked Estep 
Score: -23092392.000000 Penalty: 6046.191406
	Iteration 96Q: 3 clusters Score -2.309239e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 195126 members 
Entering Unmasked Estep 
Score: -23092398.000000 Penalty: 6046.191406
	Iteration 97Q: 3 clusters Score -2.30924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 195131 members 
Entering Unmasked Estep 
Score: -23092396.000000 Penalty: 6046.191406
	Iteration 98Q: 3 clusters Score -2.30924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 195134 members 
Entering Unmasked Estep 
Score: -23092400.000000 Penalty: 6046.191406
	Iteration 99Q: 3 clusters Score -2.30924e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 195137 members 
Entering Unmasked Estep 
Score: -23092400.000000 Penalty: 6046.191406
	Iteration 100F: 3 clusters Score -2.30924e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 195140 members 
Entering Unmasked Estep 
Score: -23092416.000000 Penalty: 6046.191406
	Iteration 101Q: 3 clusters Score -2.309242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 195146 members 
Entering Unmasked Estep 
Score: -23092424.000000 Penalty: 6046.191406
	Iteration 102Q: 3 clusters Score -2.309242e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 195148 members 
Entering Unmasked Estep 
Score: -23092406.000000 Penalty: 6046.191406
	Iteration 103Q: 3 clusters Score -2.309241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 195155 members 
Entering Unmasked Estep 
Score: -23092408.000000 Penalty: 6046.191406
	Iteration 104Q: 3 clusters Score -2.309241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 195160 members 
Entering Unmasked Estep 
Score: -23092402.000000 Penalty: 6046.191406
	Iteration 105Q: 3 clusters Score -2.30924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 195165 members 
Entering Unmasked Estep 
Score: -23092402.000000 Penalty: 6046.191406
	Iteration 106Q: 3 clusters Score -2.30924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 195169 members 
Entering Unmasked Estep 
Score: -23092416.000000 Penalty: 6046.191406
	Iteration 107Q: 3 clusters Score -2.309242e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 195178 members 
Entering Unmasked Estep 
Score: -23092412.000000 Penalty: 6046.191406
	Iteration 108Q: 3 clusters Score -2.309241e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 195186 members 
Entering Unmasked Estep 
Score: -23092428.000000 Penalty: 6046.191406
	Iteration 109Q: 3 clusters Score -2.309243e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 195194 members 
Entering Unmasked Estep 
Score: -23092436.000000 Penalty: 6046.191406
	Iteration 110Q: 3 clusters Score -2.309244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 195204 members 
Entering Unmasked Estep 
Score: -23092442.000000 Penalty: 6046.191406
	Iteration 111Q: 3 clusters Score -2.309244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 195207 members 
Entering Unmasked Estep 
Score: -23092434.000000 Penalty: 6046.191406
	Iteration 112Q: 3 clusters Score -2.309243e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 195212 members 
Entering Unmasked Estep 
Score: -23092442.000000 Penalty: 6046.191406
	Iteration 113Q: 3 clusters Score -2.309244e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 195211 members 
Entering Unmasked Estep 
Score: -23092448.000000 Penalty: 6046.191406
	Iteration 114Q: 3 clusters Score -2.309245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 195214 members 
Entering Unmasked Estep 
Score: -23092440.000000 Penalty: 6046.191406
	Iteration 115Q: 3 clusters Score -2.309244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 195220 members 
Entering Unmasked Estep 
Score: -23092440.000000 Penalty: 6046.191406
	Iteration 116Q: 3 clusters Score -2.309244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 195227 members 
Entering Unmasked Estep 
Score: -23092434.000000 Penalty: 6046.191406
	Iteration 117Q: 3 clusters Score -2.309243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 195227 members 
Entering Unmasked Estep 
Score: -23092442.000000 Penalty: 6046.191406
	Iteration 118Q: 3 clusters Score -2.309244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 195229 members 
Entering Unmasked Estep 
Score: -23092440.000000 Penalty: 6046.191406
	Iteration 119Q: 3 clusters Score -2.309244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 195228 members 
Entering Unmasked Estep 
Score: -23092436.000000 Penalty: 6046.191406
	Iteration 120F: 3 clusters Score -2.309244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 195229 members 
Entering Unmasked Estep 
Score: -23092434.000000 Penalty: 6046.191406
	Iteration 121Q: 3 clusters Score -2.309243e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 195230 members 
Entering Unmasked Estep 
Score: -23092440.000000 Penalty: 6046.191406
	Iteration 122Q: 3 clusters Score -2.309244e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 195230 members 
Entering Unmasked Estep 
Score: -23092440.000000 Penalty: 6046.191406
	Iteration 123F: 3 clusters Score -2.309244e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45566.437500 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -45566.44 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 245 members 
Entering Unmasked Estep 
Score: -44144.187500 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -44144.19 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -44302.546875 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -44302.55 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -44356.875000 Penalty: 3030.186768
	Iteration 2F: 3 clusters Score -44356.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -44376.343750 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -44376.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -44382.031250 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -44382.03 nChanged 2
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: -44386.429688 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -44386.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44388.082031 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -44388.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -44388.082031 Penalty: 3030.186768
	Iteration 7F: 3 clusters Score -44388.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -224238.093750 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -224238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -221546.453125 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -221546.5 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -222060.734375 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -222060.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -222233.203125 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -222233.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -222362.765625 Penalty: 3795.662842
	Iteration 3Q: 3 clusters Score -222362.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -222539.906250 Penalty: 3795.662842
	Iteration 4F: 3 clusters Score -222539.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -222740.484375 Penalty: 3795.662842
	Iteration 5F: 3 clusters Score -222740.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -222955.156250 Penalty: 3795.662842
	Iteration 6F: 3 clusters Score -222955.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -223117.171875 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -223117.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -223273.453125 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -223273.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -223433.640625 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -223433.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -223573.531250 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -223573.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -223641.500000 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -223641.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -223691.218750 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -223691.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -223734.359375 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -223734.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -223776.734375 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -223776.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -223821.796875 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -223821.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -223880.453125 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -223880.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -223958.781250 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -223958.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -224116.093750 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -224116.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -224381.296875 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -224381.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -224601.828125 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -224601.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -224739.812500 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -224739.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -224793.328125 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -224793.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -224818.765625 Penalty: 3795.662842
	Iteration 23Q: 3 clusters Score -224818.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -224826.500000 Penalty: 3795.662842
	Iteration 24Q: 3 clusters Score -224826.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -224829.296875 Penalty: 3795.662842
	Iteration 25Q: 3 clusters Score -224829.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -224831.546875 Penalty: 3795.662842
	Iteration 26Q: 3 clusters Score -224831.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -224835.078125 Penalty: 3795.662842
	Iteration 27Q: 3 clusters Score -224835.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -224836.125000 Penalty: 3795.662842
	Iteration 28Q: 3 clusters Score -224836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -224837.203125 Penalty: 3795.662842
	Iteration 29Q: 3 clusters Score -224837.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -224841.218750 Penalty: 3795.662842
	Iteration 30Q: 3 clusters Score -224841.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -224842.265625 Penalty: 3795.662842
	Iteration 31Q: 3 clusters Score -224842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -224842.265625 Penalty: 3795.662842
	Iteration 32F: 3 clusters Score -224842.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11814 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238951 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208519 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24795 members 
Mstep: Class 18 contains 79065 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 317626 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 196792 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 1220 members 
Mstep: Class 29 contains 886 members 
Entering Unmasked Estep 
Score: -161425888.000000 Penalty: 101876.304688
Splitting cluster 28 changes total score from -161426976.000000 to -161425888.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11814 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6908 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238951 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208519 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24795 members 
Mstep: Class 18 contains 79065 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 317626 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 196792 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 399Q: 29 clusters Score -1.61427e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11813 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6907 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238955 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208513 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 79064 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317633 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 196792 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427008.000000 Penalty: 98363.328125
Iteration 400F: 29 clusters Score -1.61427e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11812 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238961 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208510 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24792 members 
Mstep: Class 18 contains 79061 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317636 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 196792 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 401Q: 29 clusters Score -1.61427e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238960 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18459 members 
Mstep: Class 12 contains 39639 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208512 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 79059 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317637 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 196791 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 402Q: 29 clusters Score -1.614269e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238961 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18457 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208514 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 79057 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317641 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 196791 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 403Q: 29 clusters Score -1.614269e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238960 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18457 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208521 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24794 members 
Mstep: Class 18 contains 79058 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317642 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19318 members 
Mstep: Class 26 contains 196784 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 404Q: 29 clusters Score -1.614269e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238958 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18457 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208527 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24793 members 
Mstep: Class 18 contains 79057 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317644 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19319 members 
Mstep: Class 26 contains 196780 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 405Q: 29 clusters Score -1.614269e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 26428 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238961 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18457 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208528 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79057 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317644 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19320 members 
Mstep: Class 26 contains 196776 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 406Q: 29 clusters Score -1.61427e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14042 members 
Mstep: Class 3 contains 26429 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238956 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18457 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208533 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79058 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317649 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196767 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 407Q: 29 clusters Score -1.61427e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26431 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238952 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79059 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317650 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196769 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 408Q: 29 clusters Score -1.61427e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238950 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208531 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79060 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317651 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196768 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 409Q: 29 clusters Score -1.61427e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238945 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79060 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317656 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196766 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427056.000000 Penalty: 98363.328125
Iteration 410Q: 29 clusters Score -1.614271e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238944 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208536 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79061 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317655 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196763 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427136.000000 Penalty: 98363.328125
Iteration 411Q: 29 clusters Score -1.614271e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57259 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238935 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208543 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79063 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317654 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196762 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427136.000000 Penalty: 98363.328125
Iteration 412Q: 29 clusters Score -1.614271e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57259 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238925 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208551 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79066 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317660 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196755 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427104.000000 Penalty: 98363.328125
Iteration 413Q: 29 clusters Score -1.614271e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57259 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238917 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208554 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79069 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317664 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196754 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427088.000000 Penalty: 98363.328125
Iteration 414Q: 29 clusters Score -1.614271e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57259 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238913 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208558 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79069 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317667 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196752 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427072.000000 Penalty: 98363.328125
Iteration 415Q: 29 clusters Score -1.614271e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57259 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238909 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208559 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79069 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317666 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196756 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427136.000000 Penalty: 98363.328125
Iteration 416Q: 29 clusters Score -1.614271e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57260 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238908 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39638 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208557 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79070 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317666 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196757 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427120.000000 Penalty: 98363.328125
Iteration 417Q: 29 clusters Score -1.614271e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238905 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208555 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79071 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317663 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196763 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427072.000000 Penalty: 98363.328125
Iteration 418Q: 29 clusters Score -1.614271e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238908 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208555 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317665 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196756 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 419Q: 29 clusters Score -1.61427e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238912 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208555 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79075 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317660 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196755 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 420F: 29 clusters Score -1.61427e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238909 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208555 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317661 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196755 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 421Q: 29 clusters Score -1.61427e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57260 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238910 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208557 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79078 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317660 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196753 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427088.000000 Penalty: 98363.328125
Iteration 422Q: 29 clusters Score -1.614271e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26436 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57260 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238913 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18456 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208556 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317665 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196747 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427088.000000 Penalty: 98363.328125
Iteration 423Q: 29 clusters Score -1.614271e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26437 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6905 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238910 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18455 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208558 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79078 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317665 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196748 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 424Q: 29 clusters Score -1.61427e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26438 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238911 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18453 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208559 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79078 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317666 members 
Mstep: Class 21 contains 9903 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196746 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 425Q: 29 clusters Score -1.61427e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26438 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238911 members 
Mstep: Class 10 contains 24623 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208558 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317667 members 
Mstep: Class 21 contains 9904 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196747 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427008.000000 Penalty: 98363.328125
Iteration 426Q: 29 clusters Score -1.61427e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26438 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238913 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39635 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79076 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317668 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196745 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427008.000000 Penalty: 98363.328125
Iteration 427Q: 29 clusters Score -1.61427e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26438 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57263 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238915 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39634 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317668 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196744 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427008.000000 Penalty: 98363.328125
Iteration 428Q: 29 clusters Score -1.61427e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26438 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57264 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238916 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39632 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208560 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317669 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19324 members 
Mstep: Class 26 contains 196742 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 429Q: 29 clusters Score -1.61427e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26438 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238916 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39629 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317674 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19324 members 
Mstep: Class 26 contains 196738 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 430Q: 29 clusters Score -1.61427e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26439 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57266 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238917 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39629 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208559 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317676 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19324 members 
Mstep: Class 26 contains 196735 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 431Q: 29 clusters Score -1.61427e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26441 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238914 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39629 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208564 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317676 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19324 members 
Mstep: Class 26 contains 196732 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 432Q: 29 clusters Score -1.61427e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26443 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238913 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39629 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208567 members 
Mstep: Class 15 contains 15345 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317674 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19324 members 
Mstep: Class 26 contains 196729 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 433Q: 29 clusters Score -1.61427e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26443 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238911 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39629 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208570 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317677 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19324 members 
Mstep: Class 26 contains 196726 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 434Q: 29 clusters Score -1.61427e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26443 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238906 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39629 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208570 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317681 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19324 members 
Mstep: Class 26 contains 196726 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426896.000000 Penalty: 98363.328125
Iteration 435Q: 29 clusters Score -1.614269e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26443 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238902 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39629 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208569 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317680 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19324 members 
Mstep: Class 26 contains 196731 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 436Q: 29 clusters Score -1.61427e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26443 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238898 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39629 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208568 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79075 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317684 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19324 members 
Mstep: Class 26 contains 196731 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 437Q: 29 clusters Score -1.61427e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26445 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57264 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238897 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39629 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208567 members 
Mstep: Class 15 contains 15344 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79075 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317687 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196730 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426960.000000 Penalty: 98363.328125
Iteration 438Q: 29 clusters Score -1.61427e+08 nChanged 17
Entering ConstructFrom: 
Score: -161426960.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (17064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Entering Unmasked Estep 
Score: -1924512.625000 Penalty: 2416.692139
	Iteration 0F: 2 clusters Score -1924513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1912322.375000 Penalty: 4833.384277
	Iteration 0F: 3 clusters Score -1912322 nChanged 7399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1916384.250000 Penalty: 4833.384277
	Iteration 1F: 3 clusters Score -1916384 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -1916921.125000 Penalty: 4833.384277
	Iteration 2F: 3 clusters Score -1916921 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1917445.375000 Penalty: 4833.384277
	Iteration 3F: 3 clusters Score -1917445 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1918081.500000 Penalty: 4833.384277
	Iteration 4F: 3 clusters Score -1918082 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1918832.625000 Penalty: 4833.384277
	Iteration 5F: 3 clusters Score -1918833 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -1919652.875000 Penalty: 4833.384277
	Iteration 6F: 3 clusters Score -1919653 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1920374.250000 Penalty: 4833.384277
	Iteration 7F: 3 clusters Score -1920374 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1921030.000000 Penalty: 4833.384277
	Iteration 8F: 3 clusters Score -1921030 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1921481.250000 Penalty: 4833.384277
	Iteration 9Q: 3 clusters Score -1921481 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1921763.125000 Penalty: 4833.384277
	Iteration 10Q: 3 clusters Score -1921763 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -1921984.500000 Penalty: 4833.384277
	Iteration 11Q: 3 clusters Score -1921984 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1922131.250000 Penalty: 4833.384277
	Iteration 12Q: 3 clusters Score -1922131 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1922276.875000 Penalty: 4833.384277
	Iteration 13Q: 3 clusters Score -1922277 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -1922419.750000 Penalty: 4833.384277
	Iteration 14Q: 3 clusters Score -1922420 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1922580.750000 Penalty: 4833.384277
	Iteration 15Q: 3 clusters Score -1922581 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1922734.000000 Penalty: 4833.384277
	Iteration 16Q: 3 clusters Score -1922734 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -1922840.500000 Penalty: 4833.384277
	Iteration 17Q: 3 clusters Score -1922840 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9601 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -1922927.000000 Penalty: 4833.384277
	Iteration 18Q: 3 clusters Score -1922927 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1923000.500000 Penalty: 4833.384277
	Iteration 19Q: 3 clusters Score -1923000 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1923060.000000 Penalty: 4833.384277
	Iteration 20F: 3 clusters Score -1923060 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1923106.250000 Penalty: 4833.384277
	Iteration 21Q: 3 clusters Score -1923106 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -1923139.375000 Penalty: 4833.384277
	Iteration 22Q: 3 clusters Score -1923139 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1923169.500000 Penalty: 4833.384277
	Iteration 23Q: 3 clusters Score -1923170 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1923189.750000 Penalty: 4833.384277
	Iteration 24Q: 3 clusters Score -1923190 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1923222.375000 Penalty: 4833.384277
	Iteration 25Q: 3 clusters Score -1923222 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -1923252.875000 Penalty: 4833.384277
	Iteration 26Q: 3 clusters Score -1923253 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1923272.750000 Penalty: 4833.384277
	Iteration 27Q: 3 clusters Score -1923273 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10704 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -1923302.250000 Penalty: 4833.384277
	Iteration 28Q: 3 clusters Score -1923302 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1923328.375000 Penalty: 4833.384277
	Iteration 29Q: 3 clusters Score -1923328 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1923347.750000 Penalty: 4833.384277
	Iteration 30Q: 3 clusters Score -1923348 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1923376.750000 Penalty: 4833.384277
	Iteration 31Q: 3 clusters Score -1923377 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1923390.875000 Penalty: 4833.384277
	Iteration 32Q: 3 clusters Score -1923391 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1923415.875000 Penalty: 4833.384277
	Iteration 33Q: 3 clusters Score -1923416 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1923433.750000 Penalty: 4833.384277
	Iteration 34Q: 3 clusters Score -1923434 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1923456.250000 Penalty: 4833.384277
	Iteration 35Q: 3 clusters Score -1923456 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1923485.000000 Penalty: 4833.384277
	Iteration 36Q: 3 clusters Score -1923485 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1923521.000000 Penalty: 4833.384277
	Iteration 37Q: 3 clusters Score -1923521 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -1923556.125000 Penalty: 4833.384277
	Iteration 38Q: 3 clusters Score -1923556 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1923597.625000 Penalty: 4833.384277
	Iteration 39Q: 3 clusters Score -1923598 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1923639.375000 Penalty: 4833.384277
	Iteration 40F: 3 clusters Score -1923639 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1923692.250000 Penalty: 4833.384277
	Iteration 41Q: 3 clusters Score -1923692 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1923748.250000 Penalty: 4833.384277
	Iteration 42Q: 3 clusters Score -1923748 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -1923809.750000 Penalty: 4833.384277
	Iteration 43Q: 3 clusters Score -1923810 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1923894.875000 Penalty: 4833.384277
	Iteration 44Q: 3 clusters Score -1923895 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1923985.500000 Penalty: 4833.384277
	Iteration 45Q: 3 clusters Score -1923986 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -1924075.625000 Penalty: 4833.384277
	Iteration 46Q: 3 clusters Score -1924076 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1924175.375000 Penalty: 4833.384277
	Iteration 47Q: 3 clusters Score -1924175 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1924283.375000 Penalty: 4833.384277
	Iteration 48Q: 3 clusters Score -1924283 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1924417.875000 Penalty: 4833.384277
	Iteration 49Q: 3 clusters Score -1924418 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1924563.500000 Penalty: 4833.384277
	Iteration 50Q: 3 clusters Score -1924564 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1924703.875000 Penalty: 4833.384277
	Iteration 51Q: 3 clusters Score -1924704 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1924886.000000 Penalty: 4833.384277
	Iteration 52Q: 3 clusters Score -1924886 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14539 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1925049.125000 Penalty: 4833.384277
	Iteration 53Q: 3 clusters Score -1925049 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1925177.500000 Penalty: 4833.384277
	Iteration 54Q: 3 clusters Score -1925178 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1925275.500000 Penalty: 4833.384277
	Iteration 55Q: 3 clusters Score -1925276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1925345.625000 Penalty: 4833.384277
	Iteration 56Q: 3 clusters Score -1925346 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1925387.000000 Penalty: 4833.384277
	Iteration 57Q: 3 clusters Score -1925387 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1925401.500000 Penalty: 4833.384277
	Iteration 58Q: 3 clusters Score -1925402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1925422.500000 Penalty: 4833.384277
	Iteration 59Q: 3 clusters Score -1925422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1925427.000000 Penalty: 4833.384277
	Iteration 60F: 3 clusters Score -1925427 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1925433.750000 Penalty: 4833.384277
	Iteration 61Q: 3 clusters Score -1925434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15166 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1925440.250000 Penalty: 4833.384277
	Iteration 62Q: 3 clusters Score -1925440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15177 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1925441.875000 Penalty: 4833.384277
	Iteration 63Q: 3 clusters Score -1925442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -1925445.875000 Penalty: 4833.384277
	Iteration 64Q: 3 clusters Score -1925446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1925447.375000 Penalty: 4833.384277
	Iteration 65Q: 3 clusters Score -1925447 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1925447.875000 Penalty: 4833.384277
	Iteration 66Q: 3 clusters Score -1925448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1925454.375000 Penalty: 4833.384277
	Iteration 67Q: 3 clusters Score -1925454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1925456.500000 Penalty: 4833.384277
	Iteration 68Q: 3 clusters Score -1925456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1925457.500000 Penalty: 4833.384277
	Iteration 69Q: 3 clusters Score -1925458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1925457.500000 Penalty: 4833.384277
	Iteration 70F: 3 clusters Score -1925458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26447 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57263 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238900 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39628 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208567 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317692 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196725 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 1840 members 
Entering Unmasked Estep 
Score: -161426272.000000 Penalty: 101876.304688
Splitting cluster 1 changes total score from -161426960.000000 to -161426272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (14041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Entering Unmasked Estep 
Score: -1568966.000000 Penalty: 2368.334717
	Iteration 0F: 2 clusters Score -1568966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1558685.250000 Penalty: 4736.669434
	Iteration 0F: 3 clusters Score -1558685 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 7514 members 
Entering Unmasked Estep 
Score: -1561889.875000 Penalty: 4736.669434
	Iteration 1F: 3 clusters Score -1561890 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1562277.625000 Penalty: 4736.669434
	Iteration 2F: 3 clusters Score -1562278 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1562671.000000 Penalty: 4736.669434
	Iteration 3F: 3 clusters Score -1562671 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -1563141.500000 Penalty: 4736.669434
	Iteration 4F: 3 clusters Score -1563142 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1563616.125000 Penalty: 4736.669434
	Iteration 5F: 3 clusters Score -1563616 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -1564143.125000 Penalty: 4736.669434
	Iteration 6F: 3 clusters Score -1564143 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 10381 members 
Entering Unmasked Estep 
Score: -1564722.375000 Penalty: 4736.669434
	Iteration 7F: 3 clusters Score -1564722 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1565333.750000 Penalty: 4736.669434
	Iteration 8F: 3 clusters Score -1565334 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1565925.750000 Penalty: 4736.669434
	Iteration 9F: 3 clusters Score -1565926 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 12198 members 
Entering Unmasked Estep 
Score: -1566417.250000 Penalty: 4736.669434
	Iteration 10Q: 3 clusters Score -1566417 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1566805.125000 Penalty: 4736.669434
	Iteration 11Q: 3 clusters Score -1566805 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1567079.375000 Penalty: 4736.669434
	Iteration 12Q: 3 clusters Score -1567079 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -1567261.625000 Penalty: 4736.669434
	Iteration 13Q: 3 clusters Score -1567262 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1567366.625000 Penalty: 4736.669434
	Iteration 14Q: 3 clusters Score -1567367 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -1567428.000000 Penalty: 4736.669434
	Iteration 15Q: 3 clusters Score -1567428 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1567463.375000 Penalty: 4736.669434
	Iteration 16Q: 3 clusters Score -1567463 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -1567489.750000 Penalty: 4736.669434
	Iteration 17Q: 3 clusters Score -1567490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -1567500.500000 Penalty: 4736.669434
	Iteration 18Q: 3 clusters Score -1567500 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1567514.500000 Penalty: 4736.669434
	Iteration 19Q: 3 clusters Score -1567514 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -1567522.875000 Penalty: 4736.669434
	Iteration 20F: 3 clusters Score -1567523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -1567526.500000 Penalty: 4736.669434
	Iteration 21Q: 3 clusters Score -1567526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -1567529.500000 Penalty: 4736.669434
	Iteration 22Q: 3 clusters Score -1567530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 13076 members 
Entering Unmasked Estep 
Score: -1567535.750000 Penalty: 4736.669434
	Iteration 23Q: 3 clusters Score -1567536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -1567537.750000 Penalty: 4736.669434
	Iteration 24Q: 3 clusters Score -1567538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -1567546.375000 Penalty: 4736.669434
	Iteration 25Q: 3 clusters Score -1567546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -1567550.250000 Penalty: 4736.669434
	Iteration 26Q: 3 clusters Score -1567550 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -1567555.750000 Penalty: 4736.669434
	Iteration 27Q: 3 clusters Score -1567556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -1567566.875000 Penalty: 4736.669434
	Iteration 28Q: 3 clusters Score -1567567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 13121 members 
Entering Unmasked Estep 
Score: -1567574.375000 Penalty: 4736.669434
	Iteration 29Q: 3 clusters Score -1567574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1567579.375000 Penalty: 4736.669434
	Iteration 30Q: 3 clusters Score -1567579 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -1567587.000000 Penalty: 4736.669434
	Iteration 31Q: 3 clusters Score -1567587 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1567588.125000 Penalty: 4736.669434
	Iteration 32Q: 3 clusters Score -1567588 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1567591.875000 Penalty: 4736.669434
	Iteration 33Q: 3 clusters Score -1567592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -1567595.375000 Penalty: 4736.669434
	Iteration 34Q: 3 clusters Score -1567595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -1567595.250000 Penalty: 4736.669434
	Iteration 35Q: 3 clusters Score -1567595 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -1567593.625000 Penalty: 4736.669434
	Iteration 36Q: 3 clusters Score -1567594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1567596.250000 Penalty: 4736.669434
	Iteration 37Q: 3 clusters Score -1567596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -1567596.250000 Penalty: 4736.669434
	Iteration 38F: 3 clusters Score -1567596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Entering Unmasked Estep 
Score: -3162112.000000 Penalty: 2525.358643
	Iteration 0F: 2 clusters Score -3162112 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3143883.250000 Penalty: 5050.717285
	Iteration 0F: 3 clusters Score -3143883 nChanged 11778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3150599.000000 Penalty: 5050.717285
	Iteration 1F: 3 clusters Score -3150599 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3151229.250000 Penalty: 5050.717285
	Iteration 2F: 3 clusters Score -3151229 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 14689 members 
Entering Unmasked Estep 
Score: -3151923.500000 Penalty: 5050.717285
	Iteration 3F: 3 clusters Score -3151924 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -3152554.750000 Penalty: 5050.717285
	Iteration 4Q: 3 clusters Score -3152555 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -3153119.250000 Penalty: 5050.717285
	Iteration 5Q: 3 clusters Score -3153119 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 16104 members 
Entering Unmasked Estep 
Score: -3153641.250000 Penalty: 5050.717285
	Iteration 6Q: 3 clusters Score -3153641 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -3154184.500000 Penalty: 5050.717285
	Iteration 7Q: 3 clusters Score -3154184 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3154754.750000 Penalty: 5050.717285
	Iteration 8Q: 3 clusters Score -3154755 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -3155356.250000 Penalty: 5050.717285
	Iteration 9Q: 3 clusters Score -3155356 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -3155900.750000 Penalty: 5050.717285
	Iteration 10Q: 3 clusters Score -3155901 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -3156404.500000 Penalty: 5050.717285
	Iteration 11Q: 3 clusters Score -3156404 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -3156811.000000 Penalty: 5050.717285
	Iteration 12Q: 3 clusters Score -3156811 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 19418 members 
Entering Unmasked Estep 
Score: -3157128.250000 Penalty: 5050.717285
	Iteration 13Q: 3 clusters Score -3157128 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -3157366.000000 Penalty: 5050.717285
	Iteration 14Q: 3 clusters Score -3157366 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 20140 members 
Entering Unmasked Estep 
Score: -3157549.750000 Penalty: 5050.717285
	Iteration 15Q: 3 clusters Score -3157550 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 20473 members 
Entering Unmasked Estep 
Score: -3157724.000000 Penalty: 5050.717285
	Iteration 16Q: 3 clusters Score -3157724 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -3157854.250000 Penalty: 5050.717285
	Iteration 17Q: 3 clusters Score -3157854 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -3157971.500000 Penalty: 5050.717285
	Iteration 18Q: 3 clusters Score -3157972 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3158081.250000 Penalty: 5050.717285
	Iteration 19Q: 3 clusters Score -3158081 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 21646 members 
Entering Unmasked Estep 
Score: -3158222.250000 Penalty: 5050.717285
	Iteration 20F: 3 clusters Score -3158222 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -3158345.250000 Penalty: 5050.717285
	Iteration 21Q: 3 clusters Score -3158345 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 22222 members 
Entering Unmasked Estep 
Score: -3158483.000000 Penalty: 5050.717285
	Iteration 22Q: 3 clusters Score -3158483 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3158600.500000 Penalty: 5050.717285
	Iteration 23Q: 3 clusters Score -3158600 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 22769 members 
Entering Unmasked Estep 
Score: -3158748.250000 Penalty: 5050.717285
	Iteration 24Q: 3 clusters Score -3158748 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -3158847.750000 Penalty: 5050.717285
	Iteration 25Q: 3 clusters Score -3158848 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3158932.750000 Penalty: 5050.717285
	Iteration 26Q: 3 clusters Score -3158933 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -3158999.500000 Penalty: 5050.717285
	Iteration 27Q: 3 clusters Score -3159000 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 23640 members 
Entering Unmasked Estep 
Score: -3159083.750000 Penalty: 5050.717285
	Iteration 28Q: 3 clusters Score -3159084 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -3159169.000000 Penalty: 5050.717285
	Iteration 29Q: 3 clusters Score -3159169 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -3159239.750000 Penalty: 5050.717285
	Iteration 30Q: 3 clusters Score -3159240 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 24170 members 
Entering Unmasked Estep 
Score: -3159317.250000 Penalty: 5050.717285
	Iteration 31Q: 3 clusters Score -3159317 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -3159423.750000 Penalty: 5050.717285
	Iteration 32Q: 3 clusters Score -3159424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 24522 members 
Entering Unmasked Estep 
Score: -3159506.000000 Penalty: 5050.717285
	Iteration 33Q: 3 clusters Score -3159506 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -3159575.500000 Penalty: 5050.717285
	Iteration 34Q: 3 clusters Score -3159576 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3159646.000000 Penalty: 5050.717285
	Iteration 35Q: 3 clusters Score -3159646 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -3159682.500000 Penalty: 5050.717285
	Iteration 36Q: 3 clusters Score -3159682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -3159728.750000 Penalty: 5050.717285
	Iteration 37Q: 3 clusters Score -3159729 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 25059 members 
Entering Unmasked Estep 
Score: -3159761.500000 Penalty: 5050.717285
	Iteration 38Q: 3 clusters Score -3159762 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -3159781.750000 Penalty: 5050.717285
	Iteration 39Q: 3 clusters Score -3159782 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 25159 members 
Entering Unmasked Estep 
Score: -3159802.000000 Penalty: 5050.717285
	Iteration 40F: 3 clusters Score -3159802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 25189 members 
Entering Unmasked Estep 
Score: -3159815.500000 Penalty: 5050.717285
	Iteration 41Q: 3 clusters Score -3159816 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3159827.250000 Penalty: 5050.717285
	Iteration 42Q: 3 clusters Score -3159827 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -3159829.750000 Penalty: 5050.717285
	Iteration 43Q: 3 clusters Score -3159830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 25258 members 
Entering Unmasked Estep 
Score: -3159838.000000 Penalty: 5050.717285
	Iteration 44Q: 3 clusters Score -3159838 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -3159845.750000 Penalty: 5050.717285
	Iteration 45Q: 3 clusters Score -3159846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -3159852.500000 Penalty: 5050.717285
	Iteration 46Q: 3 clusters Score -3159852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 25299 members 
Entering Unmasked Estep 
Score: -3159855.250000 Penalty: 5050.717285
	Iteration 47Q: 3 clusters Score -3159855 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 25314 members 
Entering Unmasked Estep 
Score: -3159861.250000 Penalty: 5050.717285
	Iteration 48Q: 3 clusters Score -3159861 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3159875.500000 Penalty: 5050.717285
	Iteration 49Q: 3 clusters Score -3159876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -3159877.500000 Penalty: 5050.717285
	Iteration 50Q: 3 clusters Score -3159878 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -3159880.750000 Penalty: 5050.717285
	Iteration 51Q: 3 clusters Score -3159881 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -3159888.750000 Penalty: 5050.717285
	Iteration 52Q: 3 clusters Score -3159889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 25395 members 
Entering Unmasked Estep 
Score: -3159895.250000 Penalty: 5050.717285
	Iteration 53Q: 3 clusters Score -3159895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -3159898.250000 Penalty: 5050.717285
	Iteration 54Q: 3 clusters Score -3159898 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 25428 members 
Entering Unmasked Estep 
Score: -3159906.250000 Penalty: 5050.717285
	Iteration 55Q: 3 clusters Score -3159906 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 25447 members 
Entering Unmasked Estep 
Score: -3159925.500000 Penalty: 5050.717285
	Iteration 56Q: 3 clusters Score -3159926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -3159929.250000 Penalty: 5050.717285
	Iteration 57Q: 3 clusters Score -3159929 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3159934.500000 Penalty: 5050.717285
	Iteration 58Q: 3 clusters Score -3159934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -3159935.500000 Penalty: 5050.717285
	Iteration 59Q: 3 clusters Score -3159936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25465 members 
Entering Unmasked Estep 
Score: -3159943.250000 Penalty: 5050.717285
	Iteration 60F: 3 clusters Score -3159943 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 25470 members 
Entering Unmasked Estep 
Score: -3159947.000000 Penalty: 5050.717285
	Iteration 61Q: 3 clusters Score -3159947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -3159948.500000 Penalty: 5050.717285
	Iteration 62Q: 3 clusters Score -3159948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -3159945.750000 Penalty: 5050.717285
	Iteration 63Q: 3 clusters Score -3159946 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3159946.000000 Penalty: 5050.717285
	Iteration 64Q: 3 clusters Score -3159946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -3159946.000000 Penalty: 5050.717285
	Iteration 65F: 3 clusters Score -3159946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Entering Unmasked Estep 
Score: -1411958.250000 Penalty: 2325.422119
	Iteration 0F: 2 clusters Score -1411958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1403227.625000 Penalty: 4650.844238
	Iteration 0F: 3 clusters Score -1403228 nChanged 4928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1405840.125000 Penalty: 4650.844238
	Iteration 1F: 3 clusters Score -1405840 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1406155.250000 Penalty: 4650.844238
	Iteration 2F: 3 clusters Score -1406155 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1406425.875000 Penalty: 4650.844238
	Iteration 3Q: 3 clusters Score -1406426 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1406655.875000 Penalty: 4650.844238
	Iteration 4Q: 3 clusters Score -1406656 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1406880.250000 Penalty: 4650.844238
	Iteration 5Q: 3 clusters Score -1406880 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1407106.125000 Penalty: 4650.844238
	Iteration 6Q: 3 clusters Score -1407106 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1407358.250000 Penalty: 4650.844238
	Iteration 7Q: 3 clusters Score -1407358 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1407604.250000 Penalty: 4650.844238
	Iteration 8Q: 3 clusters Score -1407604 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -1407844.875000 Penalty: 4650.844238
	Iteration 9Q: 3 clusters Score -1407845 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1408103.625000 Penalty: 4650.844238
	Iteration 10Q: 3 clusters Score -1408104 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1408329.625000 Penalty: 4650.844238
	Iteration 11Q: 3 clusters Score -1408330 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1408541.750000 Penalty: 4650.844238
	Iteration 12Q: 3 clusters Score -1408542 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1408753.125000 Penalty: 4650.844238
	Iteration 13Q: 3 clusters Score -1408753 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1408922.875000 Penalty: 4650.844238
	Iteration 14Q: 3 clusters Score -1408923 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1409063.375000 Penalty: 4650.844238
	Iteration 15Q: 3 clusters Score -1409063 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1409190.000000 Penalty: 4650.844238
	Iteration 16Q: 3 clusters Score -1409190 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1409298.000000 Penalty: 4650.844238
	Iteration 17Q: 3 clusters Score -1409298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10459 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1409393.250000 Penalty: 4650.844238
	Iteration 18Q: 3 clusters Score -1409393 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1409470.250000 Penalty: 4650.844238
	Iteration 19Q: 3 clusters Score -1409470 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1409544.750000 Penalty: 4650.844238
	Iteration 20F: 3 clusters Score -1409545 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1409612.750000 Penalty: 4650.844238
	Iteration 21Q: 3 clusters Score -1409613 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1409670.750000 Penalty: 4650.844238
	Iteration 22Q: 3 clusters Score -1409671 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1409719.125000 Penalty: 4650.844238
	Iteration 23Q: 3 clusters Score -1409719 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1409753.875000 Penalty: 4650.844238
	Iteration 24Q: 3 clusters Score -1409754 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1409782.250000 Penalty: 4650.844238
	Iteration 25Q: 3 clusters Score -1409782 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1409815.750000 Penalty: 4650.844238
	Iteration 26Q: 3 clusters Score -1409816 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -1409842.625000 Penalty: 4650.844238
	Iteration 27Q: 3 clusters Score -1409843 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1409865.250000 Penalty: 4650.844238
	Iteration 28Q: 3 clusters Score -1409865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -1409886.250000 Penalty: 4650.844238
	Iteration 29Q: 3 clusters Score -1409886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1409899.875000 Penalty: 4650.844238
	Iteration 30Q: 3 clusters Score -1409900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11209 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1409910.625000 Penalty: 4650.844238
	Iteration 31Q: 3 clusters Score -1409911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1409916.125000 Penalty: 4650.844238
	Iteration 32Q: 3 clusters Score -1409916 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1409919.125000 Penalty: 4650.844238
	Iteration 33Q: 3 clusters Score -1409919 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1409923.375000 Penalty: 4650.844238
	Iteration 34Q: 3 clusters Score -1409923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1409932.625000 Penalty: 4650.844238
	Iteration 35Q: 3 clusters Score -1409933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1409937.875000 Penalty: 4650.844238
	Iteration 36Q: 3 clusters Score -1409938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1409939.125000 Penalty: 4650.844238
	Iteration 37Q: 3 clusters Score -1409939 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1409941.750000 Penalty: 4650.844238
	Iteration 38Q: 3 clusters Score -1409942 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1409938.250000 Penalty: 4650.844238
	Iteration 39Q: 3 clusters Score -1409938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1409940.750000 Penalty: 4650.844238
	Iteration 40F: 3 clusters Score -1409941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1409946.375000 Penalty: 4650.844238
	Iteration 41Q: 3 clusters Score -1409946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1409947.750000 Penalty: 4650.844238
	Iteration 42Q: 3 clusters Score -1409948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1409955.250000 Penalty: 4650.844238
	Iteration 43Q: 3 clusters Score -1409955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1409959.375000 Penalty: 4650.844238
	Iteration 44Q: 3 clusters Score -1409959 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -1409963.375000 Penalty: 4650.844238
	Iteration 45Q: 3 clusters Score -1409963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1409966.375000 Penalty: 4650.844238
	Iteration 46Q: 3 clusters Score -1409966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1409973.000000 Penalty: 4650.844238
	Iteration 47Q: 3 clusters Score -1409973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1409971.750000 Penalty: 4650.844238
	Iteration 48Q: 3 clusters Score -1409972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1409971.875000 Penalty: 4650.844238
	Iteration 49Q: 3 clusters Score -1409972 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -1409971.875000 Penalty: 4650.844238
	Iteration 50F: 3 clusters Score -1409972 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Entering Unmasked Estep 
Score: -423103.937500 Penalty: 2039.659180
	Iteration 0F: 2 clusters Score -423103.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -419373.937500 Penalty: 4079.318359
	Iteration 0F: 3 clusters Score -419373.9 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -420203.406250 Penalty: 4079.318359
	Iteration 1F: 3 clusters Score -420203.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -420377.937500 Penalty: 4079.318359
	Iteration 2F: 3 clusters Score -420377.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -420479.062500 Penalty: 4079.318359
	Iteration 3Q: 3 clusters Score -420479.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -420540.906250 Penalty: 4079.318359
	Iteration 4Q: 3 clusters Score -420540.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -420578.468750 Penalty: 4079.318359
	Iteration 5Q: 3 clusters Score -420578.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -420605.562500 Penalty: 4079.318359
	Iteration 6Q: 3 clusters Score -420605.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -420629.906250 Penalty: 4079.318359
	Iteration 7Q: 3 clusters Score -420629.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -420646.812500 Penalty: 4079.318359
	Iteration 8Q: 3 clusters Score -420646.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -420656.625000 Penalty: 4079.318359
	Iteration 9Q: 3 clusters Score -420656.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -420666.781250 Penalty: 4079.318359
	Iteration 10Q: 3 clusters Score -420666.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -420676.843750 Penalty: 4079.318359
	Iteration 11Q: 3 clusters Score -420676.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -420684.468750 Penalty: 4079.318359
	Iteration 12Q: 3 clusters Score -420684.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -420691.593750 Penalty: 4079.318359
	Iteration 13Q: 3 clusters Score -420691.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -420703.875000 Penalty: 4079.318359
	Iteration 14Q: 3 clusters Score -420703.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -420715.187500 Penalty: 4079.318359
	Iteration 15Q: 3 clusters Score -420715.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -420722.093750 Penalty: 4079.318359
	Iteration 16Q: 3 clusters Score -420722.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -420729.906250 Penalty: 4079.318359
	Iteration 17Q: 3 clusters Score -420729.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -420736.375000 Penalty: 4079.318359
	Iteration 18Q: 3 clusters Score -420736.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -420741.562500 Penalty: 4079.318359
	Iteration 19Q: 3 clusters Score -420741.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -420744.062500 Penalty: 4079.318359
	Iteration 20F: 3 clusters Score -420744.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -420745.656250 Penalty: 4079.318359
	Iteration 21Q: 3 clusters Score -420745.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -420747.718750 Penalty: 4079.318359
	Iteration 22Q: 3 clusters Score -420747.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -420749.468750 Penalty: 4079.318359
	Iteration 23Q: 3 clusters Score -420749.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -420750.218750 Penalty: 4079.318359
	Iteration 24Q: 3 clusters Score -420750.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -420752.375000 Penalty: 4079.318359
	Iteration 25Q: 3 clusters Score -420752.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -420753.343750 Penalty: 4079.318359
	Iteration 26Q: 3 clusters Score -420753.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -420755.218750 Penalty: 4079.318359
	Iteration 27Q: 3 clusters Score -420755.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -420759.250000 Penalty: 4079.318359
	Iteration 28Q: 3 clusters Score -420759.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -420761.656250 Penalty: 4079.318359
	Iteration 29Q: 3 clusters Score -420761.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -420764.093750 Penalty: 4079.318359
	Iteration 30Q: 3 clusters Score -420764.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -420765.125000 Penalty: 4079.318359
	Iteration 31Q: 3 clusters Score -420765.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -420766.343750 Penalty: 4079.318359
	Iteration 32Q: 3 clusters Score -420766.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -420767.031250 Penalty: 4079.318359
	Iteration 33Q: 3 clusters Score -420767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -420766.875000 Penalty: 4079.318359
	Iteration 34Q: 3 clusters Score -420766.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -420766.593750 Penalty: 4079.318359
	Iteration 35Q: 3 clusters Score -420766.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -420767.593750 Penalty: 4079.318359
	Iteration 36Q: 3 clusters Score -420767.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -420768.250000 Penalty: 4079.318359
	Iteration 37Q: 3 clusters Score -420768.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -420768.250000 Penalty: 4079.318359
	Iteration 38F: 3 clusters Score -420768.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -772197.687500 Penalty: 2192.356201
	Iteration 0F: 2 clusters Score -772197.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -766489.500000 Penalty: 4384.712402
	Iteration 0F: 3 clusters Score -766489.5 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -767923.500000 Penalty: 4384.712402
	Iteration 1F: 3 clusters Score -767923.5 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -768156.500000 Penalty: 4384.712402
	Iteration 2F: 3 clusters Score -768156.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -768304.062500 Penalty: 4384.712402
	Iteration 3Q: 3 clusters Score -768304.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -768403.562500 Penalty: 4384.712402
	Iteration 4Q: 3 clusters Score -768403.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -768486.812500 Penalty: 4384.712402
	Iteration 5Q: 3 clusters Score -768486.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -768558.562500 Penalty: 4384.712402
	Iteration 6Q: 3 clusters Score -768558.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -768632.500000 Penalty: 4384.712402
	Iteration 7Q: 3 clusters Score -768632.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -768693.812500 Penalty: 4384.712402
	Iteration 8Q: 3 clusters Score -768693.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -768739.562500 Penalty: 4384.712402
	Iteration 9Q: 3 clusters Score -768739.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -768774.000000 Penalty: 4384.712402
	Iteration 10Q: 3 clusters Score -768774 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -768799.187500 Penalty: 4384.712402
	Iteration 11Q: 3 clusters Score -768799.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -768821.625000 Penalty: 4384.712402
	Iteration 12Q: 3 clusters Score -768821.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -768842.312500 Penalty: 4384.712402
	Iteration 13Q: 3 clusters Score -768842.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -768856.125000 Penalty: 4384.712402
	Iteration 14Q: 3 clusters Score -768856.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -768875.125000 Penalty: 4384.712402
	Iteration 15Q: 3 clusters Score -768875.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -768891.500000 Penalty: 4384.712402
	Iteration 16Q: 3 clusters Score -768891.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -768912.500000 Penalty: 4384.712402
	Iteration 17Q: 3 clusters Score -768912.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -768933.500000 Penalty: 4384.712402
	Iteration 18Q: 3 clusters Score -768933.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -768955.500000 Penalty: 4384.712402
	Iteration 19Q: 3 clusters Score -768955.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -768977.187500 Penalty: 4384.712402
	Iteration 20F: 3 clusters Score -768977.2 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -769007.562500 Penalty: 4384.712402
	Iteration 21Q: 3 clusters Score -769007.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -769041.750000 Penalty: 4384.712402
	Iteration 22Q: 3 clusters Score -769041.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -769080.875000 Penalty: 4384.712402
	Iteration 23Q: 3 clusters Score -769080.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -769122.687500 Penalty: 4384.712402
	Iteration 24Q: 3 clusters Score -769122.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -769168.375000 Penalty: 4384.712402
	Iteration 25Q: 3 clusters Score -769168.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -769220.687500 Penalty: 4384.712402
	Iteration 26Q: 3 clusters Score -769220.7 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -769287.375000 Penalty: 4384.712402
	Iteration 27Q: 3 clusters Score -769287.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -769359.500000 Penalty: 4384.712402
	Iteration 28Q: 3 clusters Score -769359.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -769428.625000 Penalty: 4384.712402
	Iteration 29Q: 3 clusters Score -769428.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -769498.937500 Penalty: 4384.712402
	Iteration 30Q: 3 clusters Score -769498.9 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -769570.125000 Penalty: 4384.712402
	Iteration 31Q: 3 clusters Score -769570.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -769644.500000 Penalty: 4384.712402
	Iteration 32Q: 3 clusters Score -769644.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -769719.562500 Penalty: 4384.712402
	Iteration 33Q: 3 clusters Score -769719.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -769794.500000 Penalty: 4384.712402
	Iteration 34Q: 3 clusters Score -769794.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -769858.875000 Penalty: 4384.712402
	Iteration 35Q: 3 clusters Score -769858.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -769925.875000 Penalty: 4384.712402
	Iteration 36Q: 3 clusters Score -769925.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -769988.125000 Penalty: 4384.712402
	Iteration 37Q: 3 clusters Score -769988.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -770046.375000 Penalty: 4384.712402
	Iteration 38Q: 3 clusters Score -770046.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -770093.875000 Penalty: 4384.712402
	Iteration 39Q: 3 clusters Score -770093.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -770130.562500 Penalty: 4384.712402
	Iteration 40F: 3 clusters Score -770130.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -770151.937500 Penalty: 4384.712402
	Iteration 41Q: 3 clusters Score -770151.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -770170.125000 Penalty: 4384.712402
	Iteration 42Q: 3 clusters Score -770170.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -770190.562500 Penalty: 4384.712402
	Iteration 43Q: 3 clusters Score -770190.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -770207.812500 Penalty: 4384.712402
	Iteration 44Q: 3 clusters Score -770207.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -770220.687500 Penalty: 4384.712402
	Iteration 45Q: 3 clusters Score -770220.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -770233.125000 Penalty: 4384.712402
	Iteration 46Q: 3 clusters Score -770233.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -770242.937500 Penalty: 4384.712402
	Iteration 47Q: 3 clusters Score -770242.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -770252.125000 Penalty: 4384.712402
	Iteration 48Q: 3 clusters Score -770252.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -770263.437500 Penalty: 4384.712402
	Iteration 49Q: 3 clusters Score -770263.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -770270.187500 Penalty: 4384.712402
	Iteration 50Q: 3 clusters Score -770270.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -770275.687500 Penalty: 4384.712402
	Iteration 51Q: 3 clusters Score -770275.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -770284.687500 Penalty: 4384.712402
	Iteration 52Q: 3 clusters Score -770284.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -770294.375000 Penalty: 4384.712402
	Iteration 53Q: 3 clusters Score -770294.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -770300.062500 Penalty: 4384.712402
	Iteration 54Q: 3 clusters Score -770300.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -770305.312500 Penalty: 4384.712402
	Iteration 55Q: 3 clusters Score -770305.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -770308.937500 Penalty: 4384.712402
	Iteration 56Q: 3 clusters Score -770308.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -770311.437500 Penalty: 4384.712402
	Iteration 57Q: 3 clusters Score -770311.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -770314.562500 Penalty: 4384.712402
	Iteration 58Q: 3 clusters Score -770314.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -770315.937500 Penalty: 4384.712402
	Iteration 59Q: 3 clusters Score -770315.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -770319.562500 Penalty: 4384.712402
	Iteration 60F: 3 clusters Score -770319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -770319.500000 Penalty: 4384.712402
	Iteration 61Q: 3 clusters Score -770319.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -770319.687500 Penalty: 4384.712402
	Iteration 62Q: 3 clusters Score -770319.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -770319.687500 Penalty: 4384.712402
	Iteration 63F: 3 clusters Score -770319.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Entering Unmasked Estep 
Score: -6644344.000000 Penalty: 2716.941650
	Iteration 0F: 2 clusters Score -6644344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -6605851.500000 Penalty: 5433.883301
	Iteration 0F: 3 clusters Score -6605852 nChanged 26514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -6620441.000000 Penalty: 5433.883301
	Iteration 1F: 3 clusters Score -6620441 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29205 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -6620859.000000 Penalty: 5433.883301
	Iteration 2Q: 3 clusters Score -6620859 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -6621244.500000 Penalty: 5433.883301
	Iteration 3Q: 3 clusters Score -6621244 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 27409 members 
Entering Unmasked Estep 
Score: -6621633.000000 Penalty: 5433.883301
	Iteration 4Q: 3 clusters Score -6621633 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 26915 members 
Entering Unmasked Estep 
Score: -6621933.000000 Penalty: 5433.883301
	Iteration 5Q: 3 clusters Score -6621933 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -6622288.000000 Penalty: 5433.883301
	Iteration 6Q: 3 clusters Score -6622288 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31935 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -6622636.000000 Penalty: 5433.883301
	Iteration 7Q: 3 clusters Score -6622636 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -6623178.000000 Penalty: 5433.883301
	Iteration 8Q: 3 clusters Score -6623178 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -6624023.500000 Penalty: 5433.883301
	Iteration 9Q: 3 clusters Score -6624024 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37605 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -6625508.500000 Penalty: 5433.883301
	Iteration 10Q: 3 clusters Score -6625508 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -6627754.000000 Penalty: 5433.883301
	Iteration 11F: 3 clusters Score -6627754 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -6630776.500000 Penalty: 5433.883301
	Iteration 12F: 3 clusters Score -6630776 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48791 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -6634251.500000 Penalty: 5433.883301
	Iteration 13F: 3 clusters Score -6634252 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52091 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -6637312.500000 Penalty: 5433.883301
	Iteration 14F: 3 clusters Score -6637312 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54395 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -6639395.500000 Penalty: 5433.883301
	Iteration 15Q: 3 clusters Score -6639396 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55781 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -6640632.500000 Penalty: 5433.883301
	Iteration 16Q: 3 clusters Score -6640632 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56494 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -6641313.000000 Penalty: 5433.883301
	Iteration 17Q: 3 clusters Score -6641313 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6641614.000000 Penalty: 5433.883301
	Iteration 18Q: 3 clusters Score -6641614 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56905 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6641770.000000 Penalty: 5433.883301
	Iteration 19Q: 3 clusters Score -6641770 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56954 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6641837.000000 Penalty: 5433.883301
	Iteration 20F: 3 clusters Score -6641837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56982 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6641870.000000 Penalty: 5433.883301
	Iteration 21Q: 3 clusters Score -6641870 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56992 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6641890.000000 Penalty: 5433.883301
	Iteration 22Q: 3 clusters Score -6641890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57004 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -6641905.000000 Penalty: 5433.883301
	Iteration 23Q: 3 clusters Score -6641905 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57011 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6641914.500000 Penalty: 5433.883301
	Iteration 24Q: 3 clusters Score -6641914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6641925.000000 Penalty: 5433.883301
	Iteration 25Q: 3 clusters Score -6641925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57010 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6641925.000000 Penalty: 5433.883301
	Iteration 26F: 3 clusters Score -6641925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Entering Unmasked Estep 
Score: -251862.781250 Penalty: 1931.476440
	Iteration 0F: 2 clusters Score -251862.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -248968.218750 Penalty: 3862.952881
	Iteration 0F: 3 clusters Score -248968.2 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -249539.468750 Penalty: 3862.952881
	Iteration 1F: 3 clusters Score -249539.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -249740.421875 Penalty: 3862.952881
	Iteration 2F: 3 clusters Score -249740.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -249860.109375 Penalty: 3862.952881
	Iteration 3F: 3 clusters Score -249860.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -249921.812500 Penalty: 3862.952881
	Iteration 4Q: 3 clusters Score -249921.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -249958.187500 Penalty: 3862.952881
	Iteration 5Q: 3 clusters Score -249958.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -249984.265625 Penalty: 3862.952881
	Iteration 6Q: 3 clusters Score -249984.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -250008.593750 Penalty: 3862.952881
	Iteration 7Q: 3 clusters Score -250008.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -250022.515625 Penalty: 3862.952881
	Iteration 8Q: 3 clusters Score -250022.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -250037.359375 Penalty: 3862.952881
	Iteration 9Q: 3 clusters Score -250037.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -250061.625000 Penalty: 3862.952881
	Iteration 10Q: 3 clusters Score -250061.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -250080.609375 Penalty: 3862.952881
	Iteration 11Q: 3 clusters Score -250080.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -250095.171875 Penalty: 3862.952881
	Iteration 12Q: 3 clusters Score -250095.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -250105.906250 Penalty: 3862.952881
	Iteration 13Q: 3 clusters Score -250105.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -250116.953125 Penalty: 3862.952881
	Iteration 14Q: 3 clusters Score -250117 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -250130.359375 Penalty: 3862.952881
	Iteration 15Q: 3 clusters Score -250130.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -250141.046875 Penalty: 3862.952881
	Iteration 16Q: 3 clusters Score -250141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -250152.390625 Penalty: 3862.952881
	Iteration 17Q: 3 clusters Score -250152.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -250161.796875 Penalty: 3862.952881
	Iteration 18Q: 3 clusters Score -250161.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -250169.421875 Penalty: 3862.952881
	Iteration 19Q: 3 clusters Score -250169.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -250177.406250 Penalty: 3862.952881
	Iteration 20F: 3 clusters Score -250177.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -250187.390625 Penalty: 3862.952881
	Iteration 21Q: 3 clusters Score -250187.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -250193.359375 Penalty: 3862.952881
	Iteration 22Q: 3 clusters Score -250193.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -250197.265625 Penalty: 3862.952881
	Iteration 23Q: 3 clusters Score -250197.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -250201.156250 Penalty: 3862.952881
	Iteration 24Q: 3 clusters Score -250201.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -250212.718750 Penalty: 3862.952881
	Iteration 25Q: 3 clusters Score -250212.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -250220.296875 Penalty: 3862.952881
	Iteration 26Q: 3 clusters Score -250220.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -250228.640625 Penalty: 3862.952881
	Iteration 27Q: 3 clusters Score -250228.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -250239.859375 Penalty: 3862.952881
	Iteration 28Q: 3 clusters Score -250239.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -250246.343750 Penalty: 3862.952881
	Iteration 29Q: 3 clusters Score -250246.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -250250.125000 Penalty: 3862.952881
	Iteration 30Q: 3 clusters Score -250250.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -250254.515625 Penalty: 3862.952881
	Iteration 31Q: 3 clusters Score -250254.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -250258.578125 Penalty: 3862.952881
	Iteration 32Q: 3 clusters Score -250258.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -250259.500000 Penalty: 3862.952881
	Iteration 33Q: 3 clusters Score -250259.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -250261.578125 Penalty: 3862.952881
	Iteration 34Q: 3 clusters Score -250261.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -250262.875000 Penalty: 3862.952881
	Iteration 35Q: 3 clusters Score -250262.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -250263.578125 Penalty: 3862.952881
	Iteration 36Q: 3 clusters Score -250263.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -250264.546875 Penalty: 3862.952881
	Iteration 37Q: 3 clusters Score -250264.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -250265.578125 Penalty: 3862.952881
	Iteration 38Q: 3 clusters Score -250265.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -250266.953125 Penalty: 3862.952881
	Iteration 39Q: 3 clusters Score -250267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -250273.078125 Penalty: 3862.952881
	Iteration 40F: 3 clusters Score -250273.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -250280.093750 Penalty: 3862.952881
	Iteration 41Q: 3 clusters Score -250280.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -250289.156250 Penalty: 3862.952881
	Iteration 42Q: 3 clusters Score -250289.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -250292.031250 Penalty: 3862.952881
	Iteration 43Q: 3 clusters Score -250292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -250296.796875 Penalty: 3862.952881
	Iteration 44Q: 3 clusters Score -250296.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -250301.875000 Penalty: 3862.952881
	Iteration 45Q: 3 clusters Score -250301.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -250304.875000 Penalty: 3862.952881
	Iteration 46Q: 3 clusters Score -250304.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -250308.343750 Penalty: 3862.952881
	Iteration 47Q: 3 clusters Score -250308.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -250311.140625 Penalty: 3862.952881
	Iteration 48Q: 3 clusters Score -250311.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -250314.718750 Penalty: 3862.952881
	Iteration 49Q: 3 clusters Score -250314.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -250315.312500 Penalty: 3862.952881
	Iteration 50Q: 3 clusters Score -250315.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -250316.625000 Penalty: 3862.952881
	Iteration 51Q: 3 clusters Score -250316.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -250316.875000 Penalty: 3862.952881
	Iteration 52Q: 3 clusters Score -250316.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -250316.875000 Penalty: 3862.952881
	Iteration 53F: 3 clusters Score -250316.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (238900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238900 members 
Entering Unmasked Estep 
Score: -28096574.000000 Penalty: 3071.182617
	Iteration 0F: 2 clusters Score -2.809657e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119669 members 
Mstep: Class 2 contains 119231 members 
Entering Unmasked Estep 
Score: -27944486.000000 Penalty: 6142.365234
	Iteration 0F: 3 clusters Score -2.794449e+07 nChanged 115547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126232 members 
Mstep: Class 2 contains 112668 members 
Entering Unmasked Estep 
Score: -28013416.000000 Penalty: 6142.365234
	Iteration 1F: 3 clusters Score -2.801342e+07 nChanged 8183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130275 members 
Mstep: Class 2 contains 108625 members 
Entering Unmasked Estep 
Score: -28015792.000000 Penalty: 6142.365234
	Iteration 2Q: 3 clusters Score -2.801579e+07 nChanged 9887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136428 members 
Mstep: Class 2 contains 102472 members 
Entering Unmasked Estep 
Score: -28019442.000000 Penalty: 6142.365234
	Iteration 3Q: 3 clusters Score -2.801944e+07 nChanged 12673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145563 members 
Mstep: Class 2 contains 93337 members 
Entering Unmasked Estep 
Score: -28025538.000000 Penalty: 6142.365234
	Iteration 4F: 3 clusters Score -2.802554e+07 nChanged 15848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157863 members 
Mstep: Class 2 contains 81037 members 
Entering Unmasked Estep 
Score: -28035952.000000 Penalty: 6142.365234
	Iteration 5F: 3 clusters Score -2.803595e+07 nChanged 18141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172714 members 
Mstep: Class 2 contains 66186 members 
Entering Unmasked Estep 
Score: -28050044.000000 Penalty: 6142.365234
	Iteration 6F: 3 clusters Score -2.805004e+07 nChanged 17283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187365 members 
Mstep: Class 2 contains 51535 members 
Entering Unmasked Estep 
Score: -28064698.000000 Penalty: 6142.365234
	Iteration 7F: 3 clusters Score -2.80647e+07 nChanged 13638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198725 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -28075722.000000 Penalty: 6142.365234
	Iteration 8F: 3 clusters Score -2.807572e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205835 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -28082800.000000 Penalty: 6142.365234
	Iteration 9Q: 3 clusters Score -2.80828e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210299 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -28086234.000000 Penalty: 6142.365234
	Iteration 10Q: 3 clusters Score -2.808623e+07 nChanged 3899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213474 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -28087918.000000 Penalty: 6142.365234
	Iteration 11Q: 3 clusters Score -2.808792e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216080 members 
Mstep: Class 2 contains 22820 members 
Entering Unmasked Estep 
Score: -28088900.000000 Penalty: 6142.365234
	Iteration 12Q: 3 clusters Score -2.80889e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218372 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -28089614.000000 Penalty: 6142.365234
	Iteration 13Q: 3 clusters Score -2.808961e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220366 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -28090132.000000 Penalty: 6142.365234
	Iteration 14Q: 3 clusters Score -2.809013e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222160 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -28090838.000000 Penalty: 6142.365234
	Iteration 15Q: 3 clusters Score -2.809084e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223778 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -28091248.000000 Penalty: 6142.365234
	Iteration 16Q: 3 clusters Score -2.809125e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225285 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -28091678.000000 Penalty: 6142.365234
	Iteration 17Q: 3 clusters Score -2.809168e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226673 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -28092184.000000 Penalty: 6142.365234
	Iteration 18Q: 3 clusters Score -2.809218e+07 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227923 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -28092584.000000 Penalty: 6142.365234
	Iteration 19Q: 3 clusters Score -2.809258e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229029 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -28092908.000000 Penalty: 6142.365234
	Iteration 20F: 3 clusters Score -2.809291e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230021 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -28093090.000000 Penalty: 6142.365234
	Iteration 21Q: 3 clusters Score -2.809309e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230887 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -28093334.000000 Penalty: 6142.365234
	Iteration 22Q: 3 clusters Score -2.809333e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231642 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -28093532.000000 Penalty: 6142.365234
	Iteration 23Q: 3 clusters Score -2.809353e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232303 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -28093790.000000 Penalty: 6142.365234
	Iteration 24Q: 3 clusters Score -2.809379e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232863 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -28093914.000000 Penalty: 6142.365234
	Iteration 25Q: 3 clusters Score -2.809391e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233350 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -28094002.000000 Penalty: 6142.365234
	Iteration 26Q: 3 clusters Score -2.8094e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233781 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -28094102.000000 Penalty: 6142.365234
	Iteration 27Q: 3 clusters Score -2.80941e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234157 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -28094196.000000 Penalty: 6142.365234
	Iteration 28Q: 3 clusters Score -2.80942e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234482 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -28094342.000000 Penalty: 6142.365234
	Iteration 29Q: 3 clusters Score -2.809434e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234764 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -28094434.000000 Penalty: 6142.365234
	Iteration 30Q: 3 clusters Score -2.809443e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235005 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -28094536.000000 Penalty: 6142.365234
	Iteration 31Q: 3 clusters Score -2.809454e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235204 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -28094570.000000 Penalty: 6142.365234
	Iteration 32Q: 3 clusters Score -2.809457e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235361 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -28094606.000000 Penalty: 6142.365234
	Iteration 33Q: 3 clusters Score -2.809461e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235490 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -28094632.000000 Penalty: 6142.365234
	Iteration 34Q: 3 clusters Score -2.809463e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235605 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -28094648.000000 Penalty: 6142.365234
	Iteration 35Q: 3 clusters Score -2.809465e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235702 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -28094692.000000 Penalty: 6142.365234
	Iteration 36Q: 3 clusters Score -2.809469e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235791 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -28094700.000000 Penalty: 6142.365234
	Iteration 37Q: 3 clusters Score -2.80947e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235875 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -28094706.000000 Penalty: 6142.365234
	Iteration 38Q: 3 clusters Score -2.809471e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235968 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -28094726.000000 Penalty: 6142.365234
	Iteration 39Q: 3 clusters Score -2.809473e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236042 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -28094756.000000 Penalty: 6142.365234
	Iteration 40F: 3 clusters Score -2.809476e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236102 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -28094754.000000 Penalty: 6142.365234
	Iteration 41Q: 3 clusters Score -2.809475e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236159 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -28094754.000000 Penalty: 6142.365234
	Iteration 42Q: 3 clusters Score -2.809475e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236216 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -28094766.000000 Penalty: 6142.365234
	Iteration 43Q: 3 clusters Score -2.809477e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236268 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -28094772.000000 Penalty: 6142.365234
	Iteration 44Q: 3 clusters Score -2.809477e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236305 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -28094766.000000 Penalty: 6142.365234
	Iteration 45Q: 3 clusters Score -2.809477e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236345 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -28094768.000000 Penalty: 6142.365234
	Iteration 46Q: 3 clusters Score -2.809477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236377 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -28094750.000000 Penalty: 6142.365234
	Iteration 47Q: 3 clusters Score -2.809475e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236412 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -28094754.000000 Penalty: 6142.365234
	Iteration 48Q: 3 clusters Score -2.809475e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236437 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -28094752.000000 Penalty: 6142.365234
	Iteration 49Q: 3 clusters Score -2.809475e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236459 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -28094786.000000 Penalty: 6142.365234
	Iteration 50Q: 3 clusters Score -2.809479e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236474 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -28094792.000000 Penalty: 6142.365234
	Iteration 51Q: 3 clusters Score -2.809479e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236488 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -28094780.000000 Penalty: 6142.365234
	Iteration 52Q: 3 clusters Score -2.809478e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236498 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -28094776.000000 Penalty: 6142.365234
	Iteration 53Q: 3 clusters Score -2.809478e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236506 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -28094766.000000 Penalty: 6142.365234
	Iteration 54Q: 3 clusters Score -2.809477e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236516 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -28094746.000000 Penalty: 6142.365234
	Iteration 55Q: 3 clusters Score -2.809475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236524 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -28094748.000000 Penalty: 6142.365234
	Iteration 56Q: 3 clusters Score -2.809475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236531 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -28094766.000000 Penalty: 6142.365234
	Iteration 57Q: 3 clusters Score -2.809477e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236539 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -28094766.000000 Penalty: 6142.365234
	Iteration 58Q: 3 clusters Score -2.809477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236544 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -28094760.000000 Penalty: 6142.365234
	Iteration 59Q: 3 clusters Score -2.809476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236552 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -28094780.000000 Penalty: 6142.365234
	Iteration 60F: 3 clusters Score -2.809478e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236559 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -28094780.000000 Penalty: 6142.365234
	Iteration 61Q: 3 clusters Score -2.809478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236563 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -28094766.000000 Penalty: 6142.365234
	Iteration 62Q: 3 clusters Score -2.809477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236569 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -28094768.000000 Penalty: 6142.365234
	Iteration 63Q: 3 clusters Score -2.809477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236578 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -28094770.000000 Penalty: 6142.365234
	Iteration 64Q: 3 clusters Score -2.809477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236585 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -28094752.000000 Penalty: 6142.365234
	Iteration 65Q: 3 clusters Score -2.809475e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236591 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -28094762.000000 Penalty: 6142.365234
	Iteration 66Q: 3 clusters Score -2.809476e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236598 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -28094744.000000 Penalty: 6142.365234
	Iteration 67Q: 3 clusters Score -2.809474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236601 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -28094754.000000 Penalty: 6142.365234
	Iteration 68Q: 3 clusters Score -2.809475e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236604 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -28094760.000000 Penalty: 6142.365234
	Iteration 69Q: 3 clusters Score -2.809476e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236608 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -28094778.000000 Penalty: 6142.365234
	Iteration 70Q: 3 clusters Score -2.809478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236610 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -28094772.000000 Penalty: 6142.365234
	Iteration 71Q: 3 clusters Score -2.809477e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236619 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -28094780.000000 Penalty: 6142.365234
	Iteration 72Q: 3 clusters Score -2.809478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236620 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -28094772.000000 Penalty: 6142.365234
	Iteration 73Q: 3 clusters Score -2.809477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236619 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -28094784.000000 Penalty: 6142.365234
	Iteration 74Q: 3 clusters Score -2.809478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236621 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -28094782.000000 Penalty: 6142.365234
	Iteration 75Q: 3 clusters Score -2.809478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236621 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -28094782.000000 Penalty: 6142.365234
	Iteration 76F: 3 clusters Score -2.809478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Entering Unmasked Estep 
Score: -2446572.000000 Penalty: 2507.626221
	Iteration 0F: 2 clusters Score -2446572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 12233 members 
Entering Unmasked Estep 
Score: -2429523.250000 Penalty: 5015.252441
	Iteration 0F: 3 clusters Score -2429523 nChanged 10953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -2435880.500000 Penalty: 5015.252441
	Iteration 1F: 3 clusters Score -2435880 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -2437087.750000 Penalty: 5015.252441
	Iteration 2F: 3 clusters Score -2437088 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 9405 members 
Entering Unmasked Estep 
Score: -2438481.250000 Penalty: 5015.252441
	Iteration 3F: 3 clusters Score -2438481 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -2439920.250000 Penalty: 5015.252441
	Iteration 4F: 3 clusters Score -2439920 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -2441163.500000 Penalty: 5015.252441
	Iteration 5F: 3 clusters Score -2441164 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -2441998.250000 Penalty: 5015.252441
	Iteration 6F: 3 clusters Score -2441998 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -2442588.500000 Penalty: 5015.252441
	Iteration 7Q: 3 clusters Score -2442588 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2442994.500000 Penalty: 5015.252441
	Iteration 8Q: 3 clusters Score -2442994 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2443263.750000 Penalty: 5015.252441
	Iteration 9Q: 3 clusters Score -2443264 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2443477.500000 Penalty: 5015.252441
	Iteration 10Q: 3 clusters Score -2443478 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -2443653.250000 Penalty: 5015.252441
	Iteration 11Q: 3 clusters Score -2443653 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -2443799.750000 Penalty: 5015.252441
	Iteration 12Q: 3 clusters Score -2443800 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2443946.250000 Penalty: 5015.252441
	Iteration 13Q: 3 clusters Score -2443946 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2444095.500000 Penalty: 5015.252441
	Iteration 14Q: 3 clusters Score -2444096 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2444259.250000 Penalty: 5015.252441
	Iteration 15Q: 3 clusters Score -2444259 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -2444426.000000 Penalty: 5015.252441
	Iteration 16Q: 3 clusters Score -2444426 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2444570.000000 Penalty: 5015.252441
	Iteration 17Q: 3 clusters Score -2444570 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -2444694.500000 Penalty: 5015.252441
	Iteration 18Q: 3 clusters Score -2444694 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2444816.000000 Penalty: 5015.252441
	Iteration 19Q: 3 clusters Score -2444816 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22503 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2444916.250000 Penalty: 5015.252441
	Iteration 20F: 3 clusters Score -2444916 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -2444993.500000 Penalty: 5015.252441
	Iteration 21Q: 3 clusters Score -2444994 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2445059.500000 Penalty: 5015.252441
	Iteration 22Q: 3 clusters Score -2445060 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2445129.750000 Penalty: 5015.252441
	Iteration 23Q: 3 clusters Score -2445130 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -2445175.500000 Penalty: 5015.252441
	Iteration 24Q: 3 clusters Score -2445176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2445205.250000 Penalty: 5015.252441
	Iteration 25Q: 3 clusters Score -2445205 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2445230.250000 Penalty: 5015.252441
	Iteration 26Q: 3 clusters Score -2445230 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2445234.500000 Penalty: 5015.252441
	Iteration 27Q: 3 clusters Score -2445234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2445246.250000 Penalty: 5015.252441
	Iteration 28Q: 3 clusters Score -2445246 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22834 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -2445243.250000 Penalty: 5015.252441
	Iteration 29Q: 3 clusters Score -2445243 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2445250.250000 Penalty: 5015.252441
	Iteration 30Q: 3 clusters Score -2445250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22853 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2445255.750000 Penalty: 5015.252441
	Iteration 31Q: 3 clusters Score -2445256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22860 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2445253.250000 Penalty: 5015.252441
	Iteration 32Q: 3 clusters Score -2445253 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -2445260.500000 Penalty: 5015.252441
	Iteration 33Q: 3 clusters Score -2445260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -2445258.500000 Penalty: 5015.252441
	Iteration 34Q: 3 clusters Score -2445258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22871 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2445262.000000 Penalty: 5015.252441
	Iteration 35Q: 3 clusters Score -2445262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2445255.500000 Penalty: 5015.252441
	Iteration 36Q: 3 clusters Score -2445256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2445258.750000 Penalty: 5015.252441
	Iteration 37Q: 3 clusters Score -2445259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22877 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2445258.750000 Penalty: 5015.252441
	Iteration 38F: 3 clusters Score -2445259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18452 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Entering Unmasked Estep 
Score: -2074205.625000 Penalty: 2436.086182
	Iteration 0F: 2 clusters Score -2074206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2061088.625000 Penalty: 4872.172363
	Iteration 0F: 3 clusters Score -2061089 nChanged 8141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2065598.375000 Penalty: 4872.172363
	Iteration 1F: 3 clusters Score -2065598 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -2066071.750000 Penalty: 4872.172363
	Iteration 2F: 3 clusters Score -2066072 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -2066461.500000 Penalty: 4872.172363
	Iteration 3F: 3 clusters Score -2066462 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2066853.000000 Penalty: 4872.172363
	Iteration 4Q: 3 clusters Score -2066853 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2067183.500000 Penalty: 4872.172363
	Iteration 5Q: 3 clusters Score -2067184 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -2067483.250000 Penalty: 4872.172363
	Iteration 6Q: 3 clusters Score -2067483 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10021 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -2067780.125000 Penalty: 4872.172363
	Iteration 7Q: 3 clusters Score -2067780 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2068089.250000 Penalty: 4872.172363
	Iteration 8Q: 3 clusters Score -2068089 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2068400.375000 Penalty: 4872.172363
	Iteration 9Q: 3 clusters Score -2068400 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2068769.750000 Penalty: 4872.172363
	Iteration 10Q: 3 clusters Score -2068770 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2069168.375000 Penalty: 4872.172363
	Iteration 11Q: 3 clusters Score -2069168 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -2069578.625000 Penalty: 4872.172363
	Iteration 12Q: 3 clusters Score -2069579 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2069954.125000 Penalty: 4872.172363
	Iteration 13Q: 3 clusters Score -2069954 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -2070267.250000 Penalty: 4872.172363
	Iteration 14Q: 3 clusters Score -2070267 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2070525.000000 Penalty: 4872.172363
	Iteration 15Q: 3 clusters Score -2070525 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -2070723.875000 Penalty: 4872.172363
	Iteration 16Q: 3 clusters Score -2070724 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -2070901.500000 Penalty: 4872.172363
	Iteration 17Q: 3 clusters Score -2070902 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -2071057.750000 Penalty: 4872.172363
	Iteration 18Q: 3 clusters Score -2071058 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -2071189.875000 Penalty: 4872.172363
	Iteration 19Q: 3 clusters Score -2071190 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14444 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2071303.000000 Penalty: 4872.172363
	Iteration 20F: 3 clusters Score -2071303 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2071399.875000 Penalty: 4872.172363
	Iteration 21Q: 3 clusters Score -2071400 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2071496.125000 Penalty: 4872.172363
	Iteration 22Q: 3 clusters Score -2071496 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2071596.000000 Penalty: 4872.172363
	Iteration 23Q: 3 clusters Score -2071596 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15289 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -2071673.500000 Penalty: 4872.172363
	Iteration 24Q: 3 clusters Score -2071674 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -2071746.000000 Penalty: 4872.172363
	Iteration 25Q: 3 clusters Score -2071746 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -2071844.625000 Penalty: 4872.172363
	Iteration 26Q: 3 clusters Score -2071845 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -2071941.375000 Penalty: 4872.172363
	Iteration 27Q: 3 clusters Score -2071941 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -2072034.625000 Penalty: 4872.172363
	Iteration 28Q: 3 clusters Score -2072035 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16148 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -2072118.125000 Penalty: 4872.172363
	Iteration 29Q: 3 clusters Score -2072118 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2072206.375000 Penalty: 4872.172363
	Iteration 30Q: 3 clusters Score -2072206 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2072280.625000 Penalty: 4872.172363
	Iteration 31Q: 3 clusters Score -2072281 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -2072358.625000 Penalty: 4872.172363
	Iteration 32Q: 3 clusters Score -2072359 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2072409.375000 Penalty: 4872.172363
	Iteration 33Q: 3 clusters Score -2072409 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -2072462.500000 Penalty: 4872.172363
	Iteration 34Q: 3 clusters Score -2072462 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2072533.125000 Penalty: 4872.172363
	Iteration 35Q: 3 clusters Score -2072533 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2072594.000000 Penalty: 4872.172363
	Iteration 36Q: 3 clusters Score -2072594 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2072633.250000 Penalty: 4872.172363
	Iteration 37Q: 3 clusters Score -2072633 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -2072663.250000 Penalty: 4872.172363
	Iteration 38Q: 3 clusters Score -2072663 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17059 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2072688.375000 Penalty: 4872.172363
	Iteration 39Q: 3 clusters Score -2072688 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2072704.625000 Penalty: 4872.172363
	Iteration 40F: 3 clusters Score -2072705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -2072711.875000 Penalty: 4872.172363
	Iteration 41Q: 3 clusters Score -2072712 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -2072726.375000 Penalty: 4872.172363
	Iteration 42Q: 3 clusters Score -2072726 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2072730.500000 Penalty: 4872.172363
	Iteration 43Q: 3 clusters Score -2072730 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2072728.000000 Penalty: 4872.172363
	Iteration 44Q: 3 clusters Score -2072728 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2072729.250000 Penalty: 4872.172363
	Iteration 45Q: 3 clusters Score -2072729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2072731.000000 Penalty: 4872.172363
	Iteration 46Q: 3 clusters Score -2072731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -2072729.375000 Penalty: 4872.172363
	Iteration 47Q: 3 clusters Score -2072729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -2072734.250000 Penalty: 4872.172363
	Iteration 48Q: 3 clusters Score -2072734 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2072733.125000 Penalty: 4872.172363
	Iteration 49Q: 3 clusters Score -2072733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2072733.375000 Penalty: 4872.172363
	Iteration 50Q: 3 clusters Score -2072733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2072733.125000 Penalty: 4872.172363
	Iteration 51Q: 3 clusters Score -2072733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2072735.000000 Penalty: 4872.172363
	Iteration 52Q: 3 clusters Score -2072735 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17189 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2072735.000000 Penalty: 4872.172363
	Iteration 53F: 3 clusters Score -2072735 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Entering Unmasked Estep 
Score: -4465329.500000 Penalty: 2625.648193
	Iteration 0F: 2 clusters Score -4465330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19892 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -4438358.500000 Penalty: 5251.296387
	Iteration 0F: 3 clusters Score -4438358 nChanged 18219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20875 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -4448812.500000 Penalty: 5251.296387
	Iteration 1F: 3 clusters Score -4448812 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -4450022.500000 Penalty: 5251.296387
	Iteration 2F: 3 clusters Score -4450022 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22815 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -4451823.000000 Penalty: 5251.296387
	Iteration 3F: 3 clusters Score -4451823 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -4453962.000000 Penalty: 5251.296387
	Iteration 4F: 3 clusters Score -4453962 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26509 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -4456132.500000 Penalty: 5251.296387
	Iteration 5F: 3 clusters Score -4456132 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -4458123.000000 Penalty: 5251.296387
	Iteration 6F: 3 clusters Score -4458123 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -4459945.500000 Penalty: 5251.296387
	Iteration 7F: 3 clusters Score -4459946 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -4461572.000000 Penalty: 5251.296387
	Iteration 8F: 3 clusters Score -4461572 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34401 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -4462897.000000 Penalty: 5251.296387
	Iteration 9Q: 3 clusters Score -4462897 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35573 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -4463836.000000 Penalty: 5251.296387
	Iteration 10Q: 3 clusters Score -4463836 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -4464372.000000 Penalty: 5251.296387
	Iteration 11Q: 3 clusters Score -4464372 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4464684.000000 Penalty: 5251.296387
	Iteration 12Q: 3 clusters Score -4464684 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37212 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4464911.000000 Penalty: 5251.296387
	Iteration 13Q: 3 clusters Score -4464911 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -4465055.500000 Penalty: 5251.296387
	Iteration 14Q: 3 clusters Score -4465056 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37682 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -4465159.000000 Penalty: 5251.296387
	Iteration 15Q: 3 clusters Score -4465159 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37811 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4465213.000000 Penalty: 5251.296387
	Iteration 16Q: 3 clusters Score -4465213 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37901 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4465256.000000 Penalty: 5251.296387
	Iteration 17Q: 3 clusters Score -4465256 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4465269.000000 Penalty: 5251.296387
	Iteration 18Q: 3 clusters Score -4465269 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4465291.000000 Penalty: 5251.296387
	Iteration 19Q: 3 clusters Score -4465291 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38051 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -4465308.000000 Penalty: 5251.296387
	Iteration 20F: 3 clusters Score -4465308 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -4465313.000000 Penalty: 5251.296387
	Iteration 21Q: 3 clusters Score -4465313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38086 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -4465308.500000 Penalty: 5251.296387
	Iteration 22Q: 3 clusters Score -4465308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38093 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -4465318.500000 Penalty: 5251.296387
	Iteration 23Q: 3 clusters Score -4465318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -4465310.500000 Penalty: 5251.296387
	Iteration 24Q: 3 clusters Score -4465310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38105 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -4465313.000000 Penalty: 5251.296387
	Iteration 25Q: 3 clusters Score -4465313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -4465313.000000 Penalty: 5251.296387
	Iteration 26Q: 3 clusters Score -4465313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -4465317.000000 Penalty: 5251.296387
	Iteration 27Q: 3 clusters Score -4465317 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -4465319.500000 Penalty: 5251.296387
	Iteration 28Q: 3 clusters Score -4465320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -4465317.000000 Penalty: 5251.296387
	Iteration 29Q: 3 clusters Score -4465317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38119 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4465313.500000 Penalty: 5251.296387
	Iteration 30Q: 3 clusters Score -4465314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38120 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -4465310.000000 Penalty: 5251.296387
	Iteration 31Q: 3 clusters Score -4465310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38121 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -4465313.500000 Penalty: 5251.296387
	Iteration 32Q: 3 clusters Score -4465314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4465316.000000 Penalty: 5251.296387
	Iteration 33Q: 3 clusters Score -4465316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -4465316.000000 Penalty: 5251.296387
	Iteration 34F: 3 clusters Score -4465316 nChanged 0
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: -528489.875000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -528489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -523213.593750 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -523213.6 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -524652.937500 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -524652.9 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -524969.625000 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -524969.6 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -525239.812500 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -525239.8 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -525554.437500 Penalty: 4330.262207
	Iteration 4F: 3 clusters Score -525554.4 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -525993.250000 Penalty: 4330.262207
	Iteration 5F: 3 clusters Score -525993.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -526557.375000 Penalty: 4330.262207
	Iteration 6F: 3 clusters Score -526557.4 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -527340.437500 Penalty: 4330.262207
	Iteration 7F: 3 clusters Score -527340.4 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -528196.625000 Penalty: 4330.262207
	Iteration 8F: 3 clusters Score -528196.6 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -528670.812500 Penalty: 4330.262207
	Iteration 9F: 3 clusters Score -528670.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -528847.687500 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -528847.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -528917.000000 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -528917 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -528951.000000 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -528951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -528966.625000 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -528966.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -528974.125000 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -528974.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -528982.062500 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -528982.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -528987.187500 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -528987.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -528989.312500 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -528989.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -528989.250000 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -528989.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -528992.312500 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -528992.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -528992.312500 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -528992.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26447 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57263 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238900 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39628 members 
Mstep: Class 13 contains 1022 members 
Mstep: Class 14 contains 208567 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317692 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196725 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 5166 members 
Entering Unmasked Estep 
Score: -161426016.000000 Penalty: 101876.304688
Splitting cluster 13 changes total score from -161426960.000000 to -161426016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (208567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208567 members 
Entering Unmasked Estep 
Score: -24661282.000000 Penalty: 3037.507812
	Iteration 0F: 2 clusters Score -2.466128e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104020 members 
Mstep: Class 2 contains 104547 members 
Entering Unmasked Estep 
Score: -24527564.000000 Penalty: 6075.015625
	Iteration 0F: 3 clusters Score -2.452756e+07 nChanged 100288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101430 members 
Mstep: Class 2 contains 107137 members 
Entering Unmasked Estep 
Score: -24587014.000000 Penalty: 6075.015625
	Iteration 1F: 3 clusters Score -2.458701e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99518 members 
Mstep: Class 2 contains 109049 members 
Entering Unmasked Estep 
Score: -24588498.000000 Penalty: 6075.015625
	Iteration 2Q: 3 clusters Score -2.45885e+07 nChanged 6745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96689 members 
Mstep: Class 2 contains 111878 members 
Entering Unmasked Estep 
Score: -24590330.000000 Penalty: 6075.015625
	Iteration 3Q: 3 clusters Score -2.459033e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92493 members 
Mstep: Class 2 contains 116074 members 
Entering Unmasked Estep 
Score: -24592858.000000 Penalty: 6075.015625
	Iteration 4Q: 3 clusters Score -2.459286e+07 nChanged 8962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86325 members 
Mstep: Class 2 contains 122242 members 
Entering Unmasked Estep 
Score: -24596812.000000 Penalty: 6075.015625
	Iteration 5Q: 3 clusters Score -2.459681e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 130809 members 
Entering Unmasked Estep 
Score: -24602754.000000 Penalty: 6075.015625
	Iteration 6F: 3 clusters Score -2.460275e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66604 members 
Mstep: Class 2 contains 141963 members 
Entering Unmasked Estep 
Score: -24611788.000000 Penalty: 6075.015625
	Iteration 7F: 3 clusters Score -2.461179e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53986 members 
Mstep: Class 2 contains 154581 members 
Entering Unmasked Estep 
Score: -24623376.000000 Penalty: 6075.015625
	Iteration 8F: 3 clusters Score -2.462338e+07 nChanged 13754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 166999 members 
Entering Unmasked Estep 
Score: -24634430.000000 Penalty: 6075.015625
	Iteration 9F: 3 clusters Score -2.463443e+07 nChanged 11451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31125 members 
Mstep: Class 2 contains 177442 members 
Entering Unmasked Estep 
Score: -24643048.000000 Penalty: 6075.015625
	Iteration 10F: 3 clusters Score -2.464305e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 185410 members 
Entering Unmasked Estep 
Score: -24648878.000000 Penalty: 6075.015625
	Iteration 11Q: 3 clusters Score -2.464888e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 191368 members 
Entering Unmasked Estep 
Score: -24652440.000000 Penalty: 6075.015625
	Iteration 12Q: 3 clusters Score -2.465244e+07 nChanged 4476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12839 members 
Mstep: Class 2 contains 195728 members 
Entering Unmasked Estep 
Score: -24654736.000000 Penalty: 6075.015625
	Iteration 13Q: 3 clusters Score -2.465474e+07 nChanged 3366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 199044 members 
Entering Unmasked Estep 
Score: -24655958.000000 Penalty: 6075.015625
	Iteration 14Q: 3 clusters Score -2.465596e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 201422 members 
Entering Unmasked Estep 
Score: -24657006.000000 Penalty: 6075.015625
	Iteration 15Q: 3 clusters Score -2.465701e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 203078 members 
Entering Unmasked Estep 
Score: -24657774.000000 Penalty: 6075.015625
	Iteration 16Q: 3 clusters Score -2.465777e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 204197 members 
Entering Unmasked Estep 
Score: -24658148.000000 Penalty: 6075.015625
	Iteration 17Q: 3 clusters Score -2.465815e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 204988 members 
Entering Unmasked Estep 
Score: -24658336.000000 Penalty: 6075.015625
	Iteration 18Q: 3 clusters Score -2.465834e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 205561 members 
Entering Unmasked Estep 
Score: -24658500.000000 Penalty: 6075.015625
	Iteration 19Q: 3 clusters Score -2.46585e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 205956 members 
Entering Unmasked Estep 
Score: -24658610.000000 Penalty: 6075.015625
	Iteration 20F: 3 clusters Score -2.465861e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 206216 members 
Entering Unmasked Estep 
Score: -24658736.000000 Penalty: 6075.015625
	Iteration 21Q: 3 clusters Score -2.465874e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 206438 members 
Entering Unmasked Estep 
Score: -24658802.000000 Penalty: 6075.015625
	Iteration 22Q: 3 clusters Score -2.46588e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 206625 members 
Entering Unmasked Estep 
Score: -24658844.000000 Penalty: 6075.015625
	Iteration 23Q: 3 clusters Score -2.465884e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 206764 members 
Entering Unmasked Estep 
Score: -24658860.000000 Penalty: 6075.015625
	Iteration 24Q: 3 clusters Score -2.465886e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 206865 members 
Entering Unmasked Estep 
Score: -24658876.000000 Penalty: 6075.015625
	Iteration 25Q: 3 clusters Score -2.465888e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 206933 members 
Entering Unmasked Estep 
Score: -24658916.000000 Penalty: 6075.015625
	Iteration 26Q: 3 clusters Score -2.465892e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 206999 members 
Entering Unmasked Estep 
Score: -24658950.000000 Penalty: 6075.015625
	Iteration 27Q: 3 clusters Score -2.465895e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 207054 members 
Entering Unmasked Estep 
Score: -24658940.000000 Penalty: 6075.015625
	Iteration 28Q: 3 clusters Score -2.465894e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 207097 members 
Entering Unmasked Estep 
Score: -24658948.000000 Penalty: 6075.015625
	Iteration 29Q: 3 clusters Score -2.465895e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 207128 members 
Entering Unmasked Estep 
Score: -24658944.000000 Penalty: 6075.015625
	Iteration 30Q: 3 clusters Score -2.465894e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 207168 members 
Entering Unmasked Estep 
Score: -24658962.000000 Penalty: 6075.015625
	Iteration 31Q: 3 clusters Score -2.465896e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 207191 members 
Entering Unmasked Estep 
Score: -24658986.000000 Penalty: 6075.015625
	Iteration 32Q: 3 clusters Score -2.465899e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 207219 members 
Entering Unmasked Estep 
Score: -24658998.000000 Penalty: 6075.015625
	Iteration 33Q: 3 clusters Score -2.4659e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 207236 members 
Entering Unmasked Estep 
Score: -24659002.000000 Penalty: 6075.015625
	Iteration 34Q: 3 clusters Score -2.4659e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 207252 members 
Entering Unmasked Estep 
Score: -24658996.000000 Penalty: 6075.015625
	Iteration 35Q: 3 clusters Score -2.4659e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 207262 members 
Entering Unmasked Estep 
Score: -24658976.000000 Penalty: 6075.015625
	Iteration 36Q: 3 clusters Score -2.465898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 207277 members 
Entering Unmasked Estep 
Score: -24659000.000000 Penalty: 6075.015625
	Iteration 37Q: 3 clusters Score -2.4659e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 207287 members 
Entering Unmasked Estep 
Score: -24659014.000000 Penalty: 6075.015625
	Iteration 38Q: 3 clusters Score -2.465901e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 207297 members 
Entering Unmasked Estep 
Score: -24659012.000000 Penalty: 6075.015625
	Iteration 39Q: 3 clusters Score -2.465901e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 207305 members 
Entering Unmasked Estep 
Score: -24659016.000000 Penalty: 6075.015625
	Iteration 40F: 3 clusters Score -2.465902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 207309 members 
Entering Unmasked Estep 
Score: -24659024.000000 Penalty: 6075.015625
	Iteration 41Q: 3 clusters Score -2.465902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 207311 members 
Entering Unmasked Estep 
Score: -24659024.000000 Penalty: 6075.015625
	Iteration 42Q: 3 clusters Score -2.465902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 207315 members 
Entering Unmasked Estep 
Score: -24659024.000000 Penalty: 6075.015625
	Iteration 43Q: 3 clusters Score -2.465902e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 207315 members 
Entering Unmasked Estep 
Score: -24659022.000000 Penalty: 6075.015625
	Iteration 44Q: 3 clusters Score -2.465902e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 207317 members 
Entering Unmasked Estep 
Score: -24659010.000000 Penalty: 6075.015625
	Iteration 45Q: 3 clusters Score -2.465901e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 207322 members 
Entering Unmasked Estep 
Score: -24659022.000000 Penalty: 6075.015625
	Iteration 46Q: 3 clusters Score -2.465902e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 207327 members 
Entering Unmasked Estep 
Score: -24659022.000000 Penalty: 6075.015625
	Iteration 47Q: 3 clusters Score -2.465902e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 207334 members 
Entering Unmasked Estep 
Score: -24659022.000000 Penalty: 6075.015625
	Iteration 48Q: 3 clusters Score -2.465902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 207347 members 
Entering Unmasked Estep 
Score: -24659026.000000 Penalty: 6075.015625
	Iteration 49Q: 3 clusters Score -2.465903e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 207363 members 
Entering Unmasked Estep 
Score: -24659018.000000 Penalty: 6075.015625
	Iteration 50Q: 3 clusters Score -2.465902e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 207373 members 
Entering Unmasked Estep 
Score: -24659030.000000 Penalty: 6075.015625
	Iteration 51Q: 3 clusters Score -2.465903e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 207382 members 
Entering Unmasked Estep 
Score: -24659028.000000 Penalty: 6075.015625
	Iteration 52Q: 3 clusters Score -2.465903e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 207386 members 
Entering Unmasked Estep 
Score: -24659030.000000 Penalty: 6075.015625
	Iteration 53Q: 3 clusters Score -2.465903e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 207389 members 
Entering Unmasked Estep 
Score: -24659034.000000 Penalty: 6075.015625
	Iteration 54Q: 3 clusters Score -2.465903e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 207392 members 
Entering Unmasked Estep 
Score: -24659042.000000 Penalty: 6075.015625
	Iteration 55Q: 3 clusters Score -2.465904e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 207394 members 
Entering Unmasked Estep 
Score: -24659042.000000 Penalty: 6075.015625
	Iteration 56Q: 3 clusters Score -2.465904e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 207395 members 
Entering Unmasked Estep 
Score: -24659036.000000 Penalty: 6075.015625
	Iteration 57Q: 3 clusters Score -2.465904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 207396 members 
Entering Unmasked Estep 
Score: -24659036.000000 Penalty: 6075.015625
	Iteration 58Q: 3 clusters Score -2.465904e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 207397 members 
Entering Unmasked Estep 
Score: -24659048.000000 Penalty: 6075.015625
	Iteration 59Q: 3 clusters Score -2.465905e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 207398 members 
Entering Unmasked Estep 
Score: -24659042.000000 Penalty: 6075.015625
	Iteration 60F: 3 clusters Score -2.465904e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15343 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Entering Unmasked Estep 
Score: -1688706.250000 Penalty: 2390.326660
	Iteration 0F: 2 clusters Score -1688706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1677638.750000 Penalty: 4780.653320
	Iteration 0F: 3 clusters Score -1677639 nChanged 6618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -1681262.125000 Penalty: 4780.653320
	Iteration 1F: 3 clusters Score -1681262 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1681633.750000 Penalty: 4780.653320
	Iteration 2F: 3 clusters Score -1681634 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1681910.500000 Penalty: 4780.653320
	Iteration 3Q: 3 clusters Score -1681910 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1682156.875000 Penalty: 4780.653320
	Iteration 4Q: 3 clusters Score -1682157 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1682434.375000 Penalty: 4780.653320
	Iteration 5Q: 3 clusters Score -1682434 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -1682715.500000 Penalty: 4780.653320
	Iteration 6Q: 3 clusters Score -1682716 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1683048.625000 Penalty: 4780.653320
	Iteration 7Q: 3 clusters Score -1683049 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -1683436.125000 Penalty: 4780.653320
	Iteration 8Q: 3 clusters Score -1683436 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1683849.250000 Penalty: 4780.653320
	Iteration 9Q: 3 clusters Score -1683849 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1684275.625000 Penalty: 4780.653320
	Iteration 10Q: 3 clusters Score -1684276 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -1684721.750000 Penalty: 4780.653320
	Iteration 11Q: 3 clusters Score -1684722 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -1685120.625000 Penalty: 4780.653320
	Iteration 12Q: 3 clusters Score -1685121 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 12257 members 
Entering Unmasked Estep 
Score: -1685446.125000 Penalty: 4780.653320
	Iteration 13Q: 3 clusters Score -1685446 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -1685681.500000 Penalty: 4780.653320
	Iteration 14Q: 3 clusters Score -1685682 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -1685871.250000 Penalty: 4780.653320
	Iteration 15Q: 3 clusters Score -1685871 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -1686007.750000 Penalty: 4780.653320
	Iteration 16Q: 3 clusters Score -1686008 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -1686132.125000 Penalty: 4780.653320
	Iteration 17Q: 3 clusters Score -1686132 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -1686231.625000 Penalty: 4780.653320
	Iteration 18Q: 3 clusters Score -1686232 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -1686298.000000 Penalty: 4780.653320
	Iteration 19Q: 3 clusters Score -1686298 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -1686352.500000 Penalty: 4780.653320
	Iteration 20F: 3 clusters Score -1686352 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 13636 members 
Entering Unmasked Estep 
Score: -1686387.875000 Penalty: 4780.653320
	Iteration 21Q: 3 clusters Score -1686388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -1686427.375000 Penalty: 4780.653320
	Iteration 22Q: 3 clusters Score -1686427 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -1686480.500000 Penalty: 4780.653320
	Iteration 23Q: 3 clusters Score -1686480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -1686521.000000 Penalty: 4780.653320
	Iteration 24Q: 3 clusters Score -1686521 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -1686550.750000 Penalty: 4780.653320
	Iteration 25Q: 3 clusters Score -1686551 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -1686586.625000 Penalty: 4780.653320
	Iteration 26Q: 3 clusters Score -1686587 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 14003 members 
Entering Unmasked Estep 
Score: -1686612.750000 Penalty: 4780.653320
	Iteration 27Q: 3 clusters Score -1686613 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 14042 members 
Entering Unmasked Estep 
Score: -1686636.875000 Penalty: 4780.653320
	Iteration 28Q: 3 clusters Score -1686637 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1686650.875000 Penalty: 4780.653320
	Iteration 29Q: 3 clusters Score -1686651 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -1686658.500000 Penalty: 4780.653320
	Iteration 30Q: 3 clusters Score -1686658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -1686666.750000 Penalty: 4780.653320
	Iteration 31Q: 3 clusters Score -1686667 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -1686669.000000 Penalty: 4780.653320
	Iteration 32Q: 3 clusters Score -1686669 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -1686681.625000 Penalty: 4780.653320
	Iteration 33Q: 3 clusters Score -1686682 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -1686690.500000 Penalty: 4780.653320
	Iteration 34Q: 3 clusters Score -1686690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -1686695.125000 Penalty: 4780.653320
	Iteration 35Q: 3 clusters Score -1686695 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -1686705.375000 Penalty: 4780.653320
	Iteration 36Q: 3 clusters Score -1686705 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -1686714.750000 Penalty: 4780.653320
	Iteration 37Q: 3 clusters Score -1686715 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -1686719.375000 Penalty: 4780.653320
	Iteration 38Q: 3 clusters Score -1686719 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -1686726.875000 Penalty: 4780.653320
	Iteration 39Q: 3 clusters Score -1686727 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -1686725.250000 Penalty: 4780.653320
	Iteration 40F: 3 clusters Score -1686725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -1686737.000000 Penalty: 4780.653320
	Iteration 41Q: 3 clusters Score -1686737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1686743.875000 Penalty: 4780.653320
	Iteration 42Q: 3 clusters Score -1686744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -1686747.000000 Penalty: 4780.653320
	Iteration 43Q: 3 clusters Score -1686747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -1686745.375000 Penalty: 4780.653320
	Iteration 44Q: 3 clusters Score -1686745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1686749.750000 Penalty: 4780.653320
	Iteration 45Q: 3 clusters Score -1686750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -1686753.000000 Penalty: 4780.653320
	Iteration 46Q: 3 clusters Score -1686753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -1686758.750000 Penalty: 4780.653320
	Iteration 47Q: 3 clusters Score -1686759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -1686761.625000 Penalty: 4780.653320
	Iteration 48Q: 3 clusters Score -1686762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 14301 members 
Entering Unmasked Estep 
Score: -1686760.500000 Penalty: 4780.653320
	Iteration 49Q: 3 clusters Score -1686760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -1686762.125000 Penalty: 4780.653320
	Iteration 50Q: 3 clusters Score -1686762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -1686762.750000 Penalty: 4780.653320
	Iteration 51Q: 3 clusters Score -1686763 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -1686766.000000 Penalty: 4780.653320
	Iteration 52Q: 3 clusters Score -1686766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -1686767.875000 Penalty: 4780.653320
	Iteration 53Q: 3 clusters Score -1686768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1686766.250000 Penalty: 4780.653320
	Iteration 54Q: 3 clusters Score -1686766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 14326 members 
Entering Unmasked Estep 
Score: -1686773.000000 Penalty: 4780.653320
	Iteration 55Q: 3 clusters Score -1686773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14340 members 
Entering Unmasked Estep 
Score: -1686778.125000 Penalty: 4780.653320
	Iteration 56Q: 3 clusters Score -1686778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -1686780.625000 Penalty: 4780.653320
	Iteration 57Q: 3 clusters Score -1686781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -1686783.500000 Penalty: 4780.653320
	Iteration 58Q: 3 clusters Score -1686784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1686785.875000 Penalty: 4780.653320
	Iteration 59Q: 3 clusters Score -1686786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -1686786.375000 Penalty: 4780.653320
	Iteration 60F: 3 clusters Score -1686786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Entering Unmasked Estep 
Score: -4506298.500000 Penalty: 2615.081543
	Iteration 0F: 2 clusters Score -4506298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4480626.000000 Penalty: 5230.163086
	Iteration 0F: 3 clusters Score -4480626 nChanged 17289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -4490357.000000 Penalty: 5230.163086
	Iteration 1F: 3 clusters Score -4490357 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -4491183.000000 Penalty: 5230.163086
	Iteration 2F: 3 clusters Score -4491183 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 20531 members 
Entering Unmasked Estep 
Score: -4492052.500000 Penalty: 5230.163086
	Iteration 3F: 3 clusters Score -4492052 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4493134.500000 Penalty: 5230.163086
	Iteration 4F: 3 clusters Score -4493134 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -4494413.000000 Penalty: 5230.163086
	Iteration 5F: 3 clusters Score -4494413 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -4495916.000000 Penalty: 5230.163086
	Iteration 6F: 3 clusters Score -4495916 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 24267 members 
Entering Unmasked Estep 
Score: -4497675.500000 Penalty: 5230.163086
	Iteration 7F: 3 clusters Score -4497676 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -4499493.500000 Penalty: 5230.163086
	Iteration 8F: 3 clusters Score -4499494 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 26270 members 
Entering Unmasked Estep 
Score: -4500757.000000 Penalty: 5230.163086
	Iteration 9Q: 3 clusters Score -4500757 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4501394.500000 Penalty: 5230.163086
	Iteration 10Q: 3 clusters Score -4501394 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -4501689.500000 Penalty: 5230.163086
	Iteration 11Q: 3 clusters Score -4501690 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 27664 members 
Entering Unmasked Estep 
Score: -4501860.000000 Penalty: 5230.163086
	Iteration 12Q: 3 clusters Score -4501860 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -4501995.000000 Penalty: 5230.163086
	Iteration 13Q: 3 clusters Score -4501995 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 28420 members 
Entering Unmasked Estep 
Score: -4502112.000000 Penalty: 5230.163086
	Iteration 14Q: 3 clusters Score -4502112 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -4502189.000000 Penalty: 5230.163086
	Iteration 15Q: 3 clusters Score -4502189 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -4502286.000000 Penalty: 5230.163086
	Iteration 16Q: 3 clusters Score -4502286 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -4502395.500000 Penalty: 5230.163086
	Iteration 17Q: 3 clusters Score -4502396 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 29820 members 
Entering Unmasked Estep 
Score: -4502494.000000 Penalty: 5230.163086
	Iteration 18Q: 3 clusters Score -4502494 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -4502568.500000 Penalty: 5230.163086
	Iteration 19Q: 3 clusters Score -4502568 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -4502666.500000 Penalty: 5230.163086
	Iteration 20F: 3 clusters Score -4502666 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -4502752.500000 Penalty: 5230.163086
	Iteration 21Q: 3 clusters Score -4502752 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -4502832.000000 Penalty: 5230.163086
	Iteration 22Q: 3 clusters Score -4502832 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 31411 members 
Entering Unmasked Estep 
Score: -4502920.500000 Penalty: 5230.163086
	Iteration 23Q: 3 clusters Score -4502920 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -4503002.500000 Penalty: 5230.163086
	Iteration 24Q: 3 clusters Score -4503002 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 31942 members 
Entering Unmasked Estep 
Score: -4503062.000000 Penalty: 5230.163086
	Iteration 25Q: 3 clusters Score -4503062 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 32180 members 
Entering Unmasked Estep 
Score: -4503128.000000 Penalty: 5230.163086
	Iteration 26Q: 3 clusters Score -4503128 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -4503203.500000 Penalty: 5230.163086
	Iteration 27Q: 3 clusters Score -4503204 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -4503261.500000 Penalty: 5230.163086
	Iteration 28Q: 3 clusters Score -4503262 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -4503302.000000 Penalty: 5230.163086
	Iteration 29Q: 3 clusters Score -4503302 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -4503347.500000 Penalty: 5230.163086
	Iteration 30Q: 3 clusters Score -4503348 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4503411.500000 Penalty: 5230.163086
	Iteration 31Q: 3 clusters Score -4503412 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -4503467.500000 Penalty: 5230.163086
	Iteration 32Q: 3 clusters Score -4503468 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -4503495.000000 Penalty: 5230.163086
	Iteration 33Q: 3 clusters Score -4503495 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -4503543.500000 Penalty: 5230.163086
	Iteration 34Q: 3 clusters Score -4503544 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 33881 members 
Entering Unmasked Estep 
Score: -4503563.000000 Penalty: 5230.163086
	Iteration 35Q: 3 clusters Score -4503563 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -4503591.500000 Penalty: 5230.163086
	Iteration 36Q: 3 clusters Score -4503592 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4503600.500000 Penalty: 5230.163086
	Iteration 37Q: 3 clusters Score -4503600 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 34156 members 
Entering Unmasked Estep 
Score: -4503622.500000 Penalty: 5230.163086
	Iteration 38Q: 3 clusters Score -4503622 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -4503646.000000 Penalty: 5230.163086
	Iteration 39Q: 3 clusters Score -4503646 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 34312 members 
Entering Unmasked Estep 
Score: -4503664.000000 Penalty: 5230.163086
	Iteration 40F: 3 clusters Score -4503664 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 34392 members 
Entering Unmasked Estep 
Score: -4503690.000000 Penalty: 5230.163086
	Iteration 41Q: 3 clusters Score -4503690 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -4503696.000000 Penalty: 5230.163086
	Iteration 42Q: 3 clusters Score -4503696 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 34552 members 
Entering Unmasked Estep 
Score: -4503728.000000 Penalty: 5230.163086
	Iteration 43Q: 3 clusters Score -4503728 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 34632 members 
Entering Unmasked Estep 
Score: -4503746.000000 Penalty: 5230.163086
	Iteration 44Q: 3 clusters Score -4503746 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -4503761.500000 Penalty: 5230.163086
	Iteration 45Q: 3 clusters Score -4503762 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4503782.000000 Penalty: 5230.163086
	Iteration 46Q: 3 clusters Score -4503782 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -4503814.500000 Penalty: 5230.163086
	Iteration 47Q: 3 clusters Score -4503814 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -4503845.500000 Penalty: 5230.163086
	Iteration 48Q: 3 clusters Score -4503846 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4503861.500000 Penalty: 5230.163086
	Iteration 49Q: 3 clusters Score -4503862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -4503884.000000 Penalty: 5230.163086
	Iteration 50Q: 3 clusters Score -4503884 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -4503895.500000 Penalty: 5230.163086
	Iteration 51Q: 3 clusters Score -4503896 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -4503911.500000 Penalty: 5230.163086
	Iteration 52Q: 3 clusters Score -4503912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -4503914.500000 Penalty: 5230.163086
	Iteration 53Q: 3 clusters Score -4503914 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 35331 members 
Entering Unmasked Estep 
Score: -4503920.000000 Penalty: 5230.163086
	Iteration 54Q: 3 clusters Score -4503920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -4503934.000000 Penalty: 5230.163086
	Iteration 55Q: 3 clusters Score -4503934 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 35433 members 
Entering Unmasked Estep 
Score: -4503945.500000 Penalty: 5230.163086
	Iteration 56Q: 3 clusters Score -4503946 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 35479 members 
Entering Unmasked Estep 
Score: -4503962.500000 Penalty: 5230.163086
	Iteration 57Q: 3 clusters Score -4503962 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 35526 members 
Entering Unmasked Estep 
Score: -4503974.500000 Penalty: 5230.163086
	Iteration 58Q: 3 clusters Score -4503974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -4503986.500000 Penalty: 5230.163086
	Iteration 59Q: 3 clusters Score -4503986 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 35652 members 
Entering Unmasked Estep 
Score: -4504001.500000 Penalty: 5230.163086
	Iteration 60F: 3 clusters Score -4504002 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -4504025.000000 Penalty: 5230.163086
	Iteration 61Q: 3 clusters Score -4504025 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 35749 members 
Entering Unmasked Estep 
Score: -4504034.000000 Penalty: 5230.163086
	Iteration 62Q: 3 clusters Score -4504034 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -4504051.500000 Penalty: 5230.163086
	Iteration 63Q: 3 clusters Score -4504052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 35838 members 
Entering Unmasked Estep 
Score: -4504058.500000 Penalty: 5230.163086
	Iteration 64Q: 3 clusters Score -4504058 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 35875 members 
Entering Unmasked Estep 
Score: -4504059.000000 Penalty: 5230.163086
	Iteration 65Q: 3 clusters Score -4504059 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 35901 members 
Entering Unmasked Estep 
Score: -4504062.000000 Penalty: 5230.163086
	Iteration 66Q: 3 clusters Score -4504062 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -4504067.500000 Penalty: 5230.163086
	Iteration 67Q: 3 clusters Score -4504068 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 35939 members 
Entering Unmasked Estep 
Score: -4504069.500000 Penalty: 5230.163086
	Iteration 68Q: 3 clusters Score -4504070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 35954 members 
Entering Unmasked Estep 
Score: -4504071.500000 Penalty: 5230.163086
	Iteration 69Q: 3 clusters Score -4504072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4504072.000000 Penalty: 5230.163086
	Iteration 70Q: 3 clusters Score -4504072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4504086.000000 Penalty: 5230.163086
	Iteration 71Q: 3 clusters Score -4504086 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 36001 members 
Entering Unmasked Estep 
Score: -4504078.000000 Penalty: 5230.163086
	Iteration 72Q: 3 clusters Score -4504078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -4504083.000000 Penalty: 5230.163086
	Iteration 73Q: 3 clusters Score -4504083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -4504095.000000 Penalty: 5230.163086
	Iteration 74Q: 3 clusters Score -4504095 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 36061 members 
Entering Unmasked Estep 
Score: -4504102.000000 Penalty: 5230.163086
	Iteration 75Q: 3 clusters Score -4504102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4504111.500000 Penalty: 5230.163086
	Iteration 76Q: 3 clusters Score -4504112 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 36086 members 
Entering Unmasked Estep 
Score: -4504117.000000 Penalty: 5230.163086
	Iteration 77Q: 3 clusters Score -4504117 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -4504111.000000 Penalty: 5230.163086
	Iteration 78Q: 3 clusters Score -4504111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -4504109.000000 Penalty: 5230.163086
	Iteration 79Q: 3 clusters Score -4504109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 36122 members 
Entering Unmasked Estep 
Score: -4504113.500000 Penalty: 5230.163086
	Iteration 80F: 3 clusters Score -4504114 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 36131 members 
Entering Unmasked Estep 
Score: -4504111.500000 Penalty: 5230.163086
	Iteration 81Q: 3 clusters Score -4504112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 36133 members 
Entering Unmasked Estep 
Score: -4504117.500000 Penalty: 5230.163086
	Iteration 82Q: 3 clusters Score -4504118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 36136 members 
Entering Unmasked Estep 
Score: -4504116.000000 Penalty: 5230.163086
	Iteration 83Q: 3 clusters Score -4504116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 36139 members 
Entering Unmasked Estep 
Score: -4504119.000000 Penalty: 5230.163086
	Iteration 84Q: 3 clusters Score -4504119 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 36143 members 
Entering Unmasked Estep 
Score: -4504117.500000 Penalty: 5230.163086
	Iteration 85Q: 3 clusters Score -4504118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4504119.000000 Penalty: 5230.163086
	Iteration 86Q: 3 clusters Score -4504119 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4504118.500000 Penalty: 5230.163086
	Iteration 87Q: 3 clusters Score -4504118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 36164 members 
Entering Unmasked Estep 
Score: -4504115.500000 Penalty: 5230.163086
	Iteration 88Q: 3 clusters Score -4504116 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -4504121.500000 Penalty: 5230.163086
	Iteration 89Q: 3 clusters Score -4504122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 36175 members 
Entering Unmasked Estep 
Score: -4504124.000000 Penalty: 5230.163086
	Iteration 90Q: 3 clusters Score -4504124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 36177 members 
Entering Unmasked Estep 
Score: -4504120.000000 Penalty: 5230.163086
	Iteration 91Q: 3 clusters Score -4504120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -4504121.000000 Penalty: 5230.163086
	Iteration 92Q: 3 clusters Score -4504121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4504120.000000 Penalty: 5230.163086
	Iteration 93Q: 3 clusters Score -4504120 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 36181 members 
Entering Unmasked Estep 
Score: -4504120.000000 Penalty: 5230.163086
	Iteration 94F: 3 clusters Score -4504120 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24787 members 
Entering Unmasked Estep 
Score: -2965444.500000 Penalty: 2509.282471
	Iteration 0F: 2 clusters Score -2965444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -2948183.250000 Penalty: 5018.564941
	Iteration 0F: 3 clusters Score -2948183 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11336 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2954236.250000 Penalty: 5018.564941
	Iteration 1F: 3 clusters Score -2954236 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -2954709.000000 Penalty: 5018.564941
	Iteration 2F: 3 clusters Score -2954709 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -2955208.750000 Penalty: 5018.564941
	Iteration 3Q: 3 clusters Score -2955209 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -2955737.250000 Penalty: 5018.564941
	Iteration 4Q: 3 clusters Score -2955737 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2956571.000000 Penalty: 5018.564941
	Iteration 5F: 3 clusters Score -2956571 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2957846.250000 Penalty: 5018.564941
	Iteration 6F: 3 clusters Score -2957846 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2959506.000000 Penalty: 5018.564941
	Iteration 7F: 3 clusters Score -2959506 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 21175 members 
Entering Unmasked Estep 
Score: -2961049.750000 Penalty: 5018.564941
	Iteration 8F: 3 clusters Score -2961050 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2962212.000000 Penalty: 5018.564941
	Iteration 9Q: 3 clusters Score -2962212 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2962825.000000 Penalty: 5018.564941
	Iteration 10Q: 3 clusters Score -2962825 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2963176.000000 Penalty: 5018.564941
	Iteration 11Q: 3 clusters Score -2963176 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -2963383.500000 Penalty: 5018.564941
	Iteration 12Q: 3 clusters Score -2963384 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 23367 members 
Entering Unmasked Estep 
Score: -2963516.750000 Penalty: 5018.564941
	Iteration 13Q: 3 clusters Score -2963517 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 23457 members 
Entering Unmasked Estep 
Score: -2963587.250000 Penalty: 5018.564941
	Iteration 14Q: 3 clusters Score -2963587 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -2963647.250000 Penalty: 5018.564941
	Iteration 15Q: 3 clusters Score -2963647 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -2963661.500000 Penalty: 5018.564941
	Iteration 16Q: 3 clusters Score -2963662 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 23579 members 
Entering Unmasked Estep 
Score: -2963687.000000 Penalty: 5018.564941
	Iteration 17Q: 3 clusters Score -2963687 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -2963705.250000 Penalty: 5018.564941
	Iteration 18Q: 3 clusters Score -2963705 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 23613 members 
Entering Unmasked Estep 
Score: -2963717.250000 Penalty: 5018.564941
	Iteration 19Q: 3 clusters Score -2963717 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -2963720.000000 Penalty: 5018.564941
	Iteration 20F: 3 clusters Score -2963720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 23635 members 
Entering Unmasked Estep 
Score: -2963731.000000 Penalty: 5018.564941
	Iteration 21Q: 3 clusters Score -2963731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -2963739.750000 Penalty: 5018.564941
	Iteration 22Q: 3 clusters Score -2963740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -2963746.750000 Penalty: 5018.564941
	Iteration 23Q: 3 clusters Score -2963747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 23656 members 
Entering Unmasked Estep 
Score: -2963744.000000 Penalty: 5018.564941
	Iteration 24Q: 3 clusters Score -2963744 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -2963748.750000 Penalty: 5018.564941
	Iteration 25Q: 3 clusters Score -2963749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -2963747.500000 Penalty: 5018.564941
	Iteration 26Q: 3 clusters Score -2963748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 23669 members 
Entering Unmasked Estep 
Score: -2963748.750000 Penalty: 5018.564941
	Iteration 27Q: 3 clusters Score -2963749 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -2963750.750000 Penalty: 5018.564941
	Iteration 28Q: 3 clusters Score -2963751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
Score: -2963748.500000 Penalty: 5018.564941
	Iteration 29Q: 3 clusters Score -2963748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23676 members 
Entering Unmasked Estep 
Score: -2963751.000000 Penalty: 5018.564941
	Iteration 30Q: 3 clusters Score -2963751 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2963748.750000 Penalty: 5018.564941
	Iteration 31Q: 3 clusters Score -2963749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -2963746.250000 Penalty: 5018.564941
	Iteration 32Q: 3 clusters Score -2963746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2963745.750000 Penalty: 5018.564941
	Iteration 33Q: 3 clusters Score -2963746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
Score: -2963745.750000 Penalty: 5018.564941
	Iteration 34F: 3 clusters Score -2963746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79074 members 
Entering Unmasked Estep 
Score: -9379277.000000 Penalty: 2796.978516
	Iteration 0F: 2 clusters Score -9379277 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -9326324.000000 Penalty: 5593.957031
	Iteration 0F: 3 clusters Score -9326324 nChanged 37345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 39587 members 
Entering Unmasked Estep 
Score: -9347291.000000 Penalty: 5593.957031
	Iteration 1F: 3 clusters Score -9347291 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -9347970.000000 Penalty: 5593.957031
	Iteration 2Q: 3 clusters Score -9347970 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 39225 members 
Entering Unmasked Estep 
Score: -9348646.000000 Penalty: 5593.957031
	Iteration 3Q: 3 clusters Score -9348646 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 38853 members 
Entering Unmasked Estep 
Score: -9349238.000000 Penalty: 5593.957031
	Iteration 4Q: 3 clusters Score -9349238 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -9349866.000000 Penalty: 5593.957031
	Iteration 5Q: 3 clusters Score -9349866 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -9350617.000000 Penalty: 5593.957031
	Iteration 6Q: 3 clusters Score -9350617 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42002 members 
Mstep: Class 2 contains 37072 members 
Entering Unmasked Estep 
Score: -9351350.000000 Penalty: 5593.957031
	Iteration 7Q: 3 clusters Score -9351350 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42977 members 
Mstep: Class 2 contains 36097 members 
Entering Unmasked Estep 
Score: -9352173.000000 Penalty: 5593.957031
	Iteration 8Q: 3 clusters Score -9352173 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44220 members 
Mstep: Class 2 contains 34854 members 
Entering Unmasked Estep 
Score: -9353205.000000 Penalty: 5593.957031
	Iteration 9Q: 3 clusters Score -9353205 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45694 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -9354548.000000 Penalty: 5593.957031
	Iteration 10Q: 3 clusters Score -9354548 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 31672 members 
Entering Unmasked Estep 
Score: -9356166.000000 Penalty: 5593.957031
	Iteration 11Q: 3 clusters Score -9356166 nChanged 3842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49346 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -9358458.000000 Penalty: 5593.957031
	Iteration 12Q: 3 clusters Score -9358458 nChanged 4220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51486 members 
Mstep: Class 2 contains 27588 members 
Entering Unmasked Estep 
Score: -9361591.000000 Penalty: 5593.957031
	Iteration 13F: 3 clusters Score -9361591 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -9364890.000000 Penalty: 5593.957031
	Iteration 14F: 3 clusters Score -9364890 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54999 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -9367334.000000 Penalty: 5593.957031
	Iteration 15Q: 3 clusters Score -9367334 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 22795 members 
Entering Unmasked Estep 
Score: -9368766.000000 Penalty: 5593.957031
	Iteration 16Q: 3 clusters Score -9368766 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57425 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -9369623.000000 Penalty: 5593.957031
	Iteration 17Q: 3 clusters Score -9369623 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58507 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -9370328.000000 Penalty: 5593.957031
	Iteration 18Q: 3 clusters Score -9370328 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59525 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -9370953.000000 Penalty: 5593.957031
	Iteration 19Q: 3 clusters Score -9370953 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60521 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -9371367.000000 Penalty: 5593.957031
	Iteration 20F: 3 clusters Score -9371367 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61443 members 
Mstep: Class 2 contains 17631 members 
Entering Unmasked Estep 
Score: -9371768.000000 Penalty: 5593.957031
	Iteration 21Q: 3 clusters Score -9371768 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62354 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -9372138.000000 Penalty: 5593.957031
	Iteration 22Q: 3 clusters Score -9372138 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63202 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -9372451.000000 Penalty: 5593.957031
	Iteration 23Q: 3 clusters Score -9372451 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64060 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -9372753.000000 Penalty: 5593.957031
	Iteration 24Q: 3 clusters Score -9372753 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64862 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -9373016.000000 Penalty: 5593.957031
	Iteration 25Q: 3 clusters Score -9373016 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65696 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -9373305.000000 Penalty: 5593.957031
	Iteration 26Q: 3 clusters Score -9373305 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66492 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -9373596.000000 Penalty: 5593.957031
	Iteration 27Q: 3 clusters Score -9373596 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67267 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -9373870.000000 Penalty: 5593.957031
	Iteration 28Q: 3 clusters Score -9373870 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68001 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -9374181.000000 Penalty: 5593.957031
	Iteration 29Q: 3 clusters Score -9374181 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68673 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -9374444.000000 Penalty: 5593.957031
	Iteration 30Q: 3 clusters Score -9374444 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69350 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -9374746.000000 Penalty: 5593.957031
	Iteration 31Q: 3 clusters Score -9374746 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69976 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -9374938.000000 Penalty: 5593.957031
	Iteration 32Q: 3 clusters Score -9374938 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70547 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -9375124.000000 Penalty: 5593.957031
	Iteration 33Q: 3 clusters Score -9375124 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71083 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -9375305.000000 Penalty: 5593.957031
	Iteration 34Q: 3 clusters Score -9375305 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71600 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -9375481.000000 Penalty: 5593.957031
	Iteration 35Q: 3 clusters Score -9375481 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72073 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -9375634.000000 Penalty: 5593.957031
	Iteration 36Q: 3 clusters Score -9375634 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72530 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -9375772.000000 Penalty: 5593.957031
	Iteration 37Q: 3 clusters Score -9375772 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72965 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -9375914.000000 Penalty: 5593.957031
	Iteration 38Q: 3 clusters Score -9375914 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73353 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -9376047.000000 Penalty: 5593.957031
	Iteration 39Q: 3 clusters Score -9376047 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73716 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -9376131.000000 Penalty: 5593.957031
	Iteration 40F: 3 clusters Score -9376131 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74041 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -9376238.000000 Penalty: 5593.957031
	Iteration 41Q: 3 clusters Score -9376238 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74352 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -9376331.000000 Penalty: 5593.957031
	Iteration 42Q: 3 clusters Score -9376331 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74616 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -9376441.000000 Penalty: 5593.957031
	Iteration 43Q: 3 clusters Score -9376441 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74862 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -9376500.000000 Penalty: 5593.957031
	Iteration 44Q: 3 clusters Score -9376500 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75081 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -9376573.000000 Penalty: 5593.957031
	Iteration 45Q: 3 clusters Score -9376573 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75288 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -9376622.000000 Penalty: 5593.957031
	Iteration 46Q: 3 clusters Score -9376622 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75502 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -9376676.000000 Penalty: 5593.957031
	Iteration 47Q: 3 clusters Score -9376676 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75683 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -9376726.000000 Penalty: 5593.957031
	Iteration 48Q: 3 clusters Score -9376726 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75848 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -9376781.000000 Penalty: 5593.957031
	Iteration 49Q: 3 clusters Score -9376781 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76008 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -9376826.000000 Penalty: 5593.957031
	Iteration 50Q: 3 clusters Score -9376826 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76138 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -9376883.000000 Penalty: 5593.957031
	Iteration 51Q: 3 clusters Score -9376883 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76236 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -9376903.000000 Penalty: 5593.957031
	Iteration 52Q: 3 clusters Score -9376903 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -9376897.000000 Penalty: 5593.957031
	Iteration 53Q: 3 clusters Score -9376897 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76414 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -9376916.000000 Penalty: 5593.957031
	Iteration 54Q: 3 clusters Score -9376916 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76486 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -9376937.000000 Penalty: 5593.957031
	Iteration 55Q: 3 clusters Score -9376937 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76561 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -9376954.000000 Penalty: 5593.957031
	Iteration 56Q: 3 clusters Score -9376954 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -9376965.000000 Penalty: 5593.957031
	Iteration 57Q: 3 clusters Score -9376965 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76686 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -9376972.000000 Penalty: 5593.957031
	Iteration 58Q: 3 clusters Score -9376972 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76736 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -9376979.000000 Penalty: 5593.957031
	Iteration 59Q: 3 clusters Score -9376979 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76781 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -9376997.000000 Penalty: 5593.957031
	Iteration 60F: 3 clusters Score -9376997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76829 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -9377023.000000 Penalty: 5593.957031
	Iteration 61Q: 3 clusters Score -9377023 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76872 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -9377027.000000 Penalty: 5593.957031
	Iteration 62Q: 3 clusters Score -9377027 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76903 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -9377039.000000 Penalty: 5593.957031
	Iteration 63Q: 3 clusters Score -9377039 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76921 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -9377035.000000 Penalty: 5593.957031
	Iteration 64Q: 3 clusters Score -9377035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76941 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -9377044.000000 Penalty: 5593.957031
	Iteration 65Q: 3 clusters Score -9377044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76959 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -9377054.000000 Penalty: 5593.957031
	Iteration 66Q: 3 clusters Score -9377054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76974 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9377062.000000 Penalty: 5593.957031
	Iteration 67Q: 3 clusters Score -9377062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76986 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -9377053.000000 Penalty: 5593.957031
	Iteration 68Q: 3 clusters Score -9377053 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77002 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9377068.000000 Penalty: 5593.957031
	Iteration 69Q: 3 clusters Score -9377068 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77023 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9377085.000000 Penalty: 5593.957031
	Iteration 70Q: 3 clusters Score -9377085 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77033 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -9377090.000000 Penalty: 5593.957031
	Iteration 71Q: 3 clusters Score -9377090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77040 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -9377089.000000 Penalty: 5593.957031
	Iteration 72Q: 3 clusters Score -9377089 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -9377097.000000 Penalty: 5593.957031
	Iteration 73Q: 3 clusters Score -9377097 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77058 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -9377093.000000 Penalty: 5593.957031
	Iteration 74Q: 3 clusters Score -9377093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -9377107.000000 Penalty: 5593.957031
	Iteration 75Q: 3 clusters Score -9377107 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -9377098.000000 Penalty: 5593.957031
	Iteration 76Q: 3 clusters Score -9377098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77089 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -9377105.000000 Penalty: 5593.957031
	Iteration 77Q: 3 clusters Score -9377105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77093 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9377115.000000 Penalty: 5593.957031
	Iteration 78Q: 3 clusters Score -9377115 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77100 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -9377109.000000 Penalty: 5593.957031
	Iteration 79Q: 3 clusters Score -9377109 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77108 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -9377115.000000 Penalty: 5593.957031
	Iteration 80F: 3 clusters Score -9377115 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9377122.000000 Penalty: 5593.957031
	Iteration 81Q: 3 clusters Score -9377122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77118 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9377108.000000 Penalty: 5593.957031
	Iteration 82Q: 3 clusters Score -9377108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77122 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -9377116.000000 Penalty: 5593.957031
	Iteration 83Q: 3 clusters Score -9377116 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77127 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -9377111.000000 Penalty: 5593.957031
	Iteration 84Q: 3 clusters Score -9377111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -9377105.000000 Penalty: 5593.957031
	Iteration 85Q: 3 clusters Score -9377105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77136 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -9377121.000000 Penalty: 5593.957031
	Iteration 86Q: 3 clusters Score -9377121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77140 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -9377114.000000 Penalty: 5593.957031
	Iteration 87Q: 3 clusters Score -9377114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77146 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9377130.000000 Penalty: 5593.957031
	Iteration 88Q: 3 clusters Score -9377130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77150 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -9377131.000000 Penalty: 5593.957031
	Iteration 89Q: 3 clusters Score -9377131 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77154 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -9377130.000000 Penalty: 5593.957031
	Iteration 90Q: 3 clusters Score -9377130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77157 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -9377134.000000 Penalty: 5593.957031
	Iteration 91Q: 3 clusters Score -9377134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77160 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -9377130.000000 Penalty: 5593.957031
	Iteration 92Q: 3 clusters Score -9377130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77161 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9377125.000000 Penalty: 5593.957031
	Iteration 93Q: 3 clusters Score -9377125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77164 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -9377131.000000 Penalty: 5593.957031
	Iteration 94Q: 3 clusters Score -9377131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9377131.000000 Penalty: 5593.957031
	Iteration 95Q: 3 clusters Score -9377131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9377127.000000 Penalty: 5593.957031
	Iteration 96Q: 3 clusters Score -9377127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77165 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -9377125.000000 Penalty: 5593.957031
	Iteration 97Q: 3 clusters Score -9377125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77166 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9377128.000000 Penalty: 5593.957031
	Iteration 98Q: 3 clusters Score -9377128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77168 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9377124.000000 Penalty: 5593.957031
	Iteration 99Q: 3 clusters Score -9377124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77171 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -9377122.000000 Penalty: 5593.957031
	Iteration 100F: 3 clusters Score -9377122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9377117.000000 Penalty: 5593.957031
	Iteration 101Q: 3 clusters Score -9377117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77174 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -9377117.000000 Penalty: 5593.957031
	Iteration 102F: 3 clusters Score -9377117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Entering Unmasked Estep 
Score: -1330880.125000 Penalty: 2328.593506
	Iteration 0F: 2 clusters Score -1330880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1321890.750000 Penalty: 4657.187012
	Iteration 0F: 3 clusters Score -1321891 nChanged 5075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -1324641.875000 Penalty: 4657.187012
	Iteration 1F: 3 clusters Score -1324642 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1325030.125000 Penalty: 4657.187012
	Iteration 2F: 3 clusters Score -1325030 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1325345.500000 Penalty: 4657.187012
	Iteration 3F: 3 clusters Score -1325346 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1325710.750000 Penalty: 4657.187012
	Iteration 4F: 3 clusters Score -1325711 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1326086.750000 Penalty: 4657.187012
	Iteration 5Q: 3 clusters Score -1326087 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1326474.000000 Penalty: 4657.187012
	Iteration 6F: 3 clusters Score -1326474 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1326871.875000 Penalty: 4657.187012
	Iteration 7F: 3 clusters Score -1326872 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1327258.250000 Penalty: 4657.187012
	Iteration 8Q: 3 clusters Score -1327258 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -1327683.250000 Penalty: 4657.187012
	Iteration 9Q: 3 clusters Score -1327683 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -1328149.000000 Penalty: 4657.187012
	Iteration 10Q: 3 clusters Score -1328149 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1328505.750000 Penalty: 4657.187012
	Iteration 11Q: 3 clusters Score -1328506 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1328760.875000 Penalty: 4657.187012
	Iteration 12Q: 3 clusters Score -1328761 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1328979.625000 Penalty: 4657.187012
	Iteration 13Q: 3 clusters Score -1328980 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1329135.375000 Penalty: 4657.187012
	Iteration 14Q: 3 clusters Score -1329135 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10655 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1329275.750000 Penalty: 4657.187012
	Iteration 15Q: 3 clusters Score -1329276 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1329388.000000 Penalty: 4657.187012
	Iteration 16Q: 3 clusters Score -1329388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1329459.500000 Penalty: 4657.187012
	Iteration 17Q: 3 clusters Score -1329460 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10887 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1329497.875000 Penalty: 4657.187012
	Iteration 18Q: 3 clusters Score -1329498 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1329517.625000 Penalty: 4657.187012
	Iteration 19Q: 3 clusters Score -1329518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10935 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -1329535.250000 Penalty: 4657.187012
	Iteration 20F: 3 clusters Score -1329535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1329543.750000 Penalty: 4657.187012
	Iteration 21Q: 3 clusters Score -1329544 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1329553.500000 Penalty: 4657.187012
	Iteration 22Q: 3 clusters Score -1329554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1329564.875000 Penalty: 4657.187012
	Iteration 23Q: 3 clusters Score -1329565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1329574.875000 Penalty: 4657.187012
	Iteration 24Q: 3 clusters Score -1329575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1329576.875000 Penalty: 4657.187012
	Iteration 25Q: 3 clusters Score -1329577 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1329577.500000 Penalty: 4657.187012
	Iteration 26Q: 3 clusters Score -1329578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1329580.250000 Penalty: 4657.187012
	Iteration 27Q: 3 clusters Score -1329580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1329584.000000 Penalty: 4657.187012
	Iteration 28Q: 3 clusters Score -1329584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -1329583.750000 Penalty: 4657.187012
	Iteration 29Q: 3 clusters Score -1329584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1329588.250000 Penalty: 4657.187012
	Iteration 30Q: 3 clusters Score -1329588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1329590.625000 Penalty: 4657.187012
	Iteration 31Q: 3 clusters Score -1329591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1329592.500000 Penalty: 4657.187012
	Iteration 32Q: 3 clusters Score -1329592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11037 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1329594.625000 Penalty: 4657.187012
	Iteration 33Q: 3 clusters Score -1329595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -1329595.125000 Penalty: 4657.187012
	Iteration 34Q: 3 clusters Score -1329595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1329596.500000 Penalty: 4657.187012
	Iteration 35Q: 3 clusters Score -1329596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1329598.500000 Penalty: 4657.187012
	Iteration 36Q: 3 clusters Score -1329598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -1329602.000000 Penalty: 4657.187012
	Iteration 37Q: 3 clusters Score -1329602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1329604.500000 Penalty: 4657.187012
	Iteration 38Q: 3 clusters Score -1329604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11060 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -1329605.875000 Penalty: 4657.187012
	Iteration 39Q: 3 clusters Score -1329606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11061 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1329606.000000 Penalty: 4657.187012
	Iteration 40F: 3 clusters Score -1329606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1329605.375000 Penalty: 4657.187012
	Iteration 41Q: 3 clusters Score -1329605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1329605.375000 Penalty: 4657.187012
	Iteration 42F: 3 clusters Score -1329605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (317692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317692 members 
Entering Unmasked Estep 
Score: -37318488.000000 Penalty: 3141.871826
	Iteration 0F: 2 clusters Score -3.731849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158613 members 
Mstep: Class 2 contains 159079 members 
Entering Unmasked Estep 
Score: -37130872.000000 Penalty: 6283.743652
	Iteration 0F: 3 clusters Score -3.713087e+07 nChanged 154130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153601 members 
Mstep: Class 2 contains 164091 members 
Entering Unmasked Estep 
Score: -37221832.000000 Penalty: 6283.743652
	Iteration 1F: 3 clusters Score -3.722183e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150822 members 
Mstep: Class 2 contains 166870 members 
Entering Unmasked Estep 
Score: -37223276.000000 Penalty: 6283.743652
	Iteration 2Q: 3 clusters Score -3.722328e+07 nChanged 7931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146763 members 
Mstep: Class 2 contains 170929 members 
Entering Unmasked Estep 
Score: -37225184.000000 Penalty: 6283.743652
	Iteration 3Q: 3 clusters Score -3.722518e+07 nChanged 9183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140712 members 
Mstep: Class 2 contains 176980 members 
Entering Unmasked Estep 
Score: -37227472.000000 Penalty: 6283.743652
	Iteration 4Q: 3 clusters Score -3.722747e+07 nChanged 11493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131743 members 
Mstep: Class 2 contains 185949 members 
Entering Unmasked Estep 
Score: -37231824.000000 Penalty: 6283.743652
	Iteration 5Q: 3 clusters Score -3.723182e+07 nChanged 14432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119241 members 
Mstep: Class 2 contains 198451 members 
Entering Unmasked Estep 
Score: -37239004.000000 Penalty: 6283.743652
	Iteration 6Q: 3 clusters Score -3.7239e+07 nChanged 17942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102903 members 
Mstep: Class 2 contains 214789 members 
Entering Unmasked Estep 
Score: -37250812.000000 Penalty: 6283.743652
	Iteration 7F: 3 clusters Score -3.725081e+07 nChanged 20603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83698 members 
Mstep: Class 2 contains 233994 members 
Entering Unmasked Estep 
Score: -37266152.000000 Penalty: 6283.743652
	Iteration 8F: 3 clusters Score -3.726615e+07 nChanged 20681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64351 members 
Mstep: Class 2 contains 253341 members 
Entering Unmasked Estep 
Score: -37284024.000000 Penalty: 6283.743652
	Iteration 9F: 3 clusters Score -3.728402e+07 nChanged 17467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 269190 members 
Entering Unmasked Estep 
Score: -37299140.000000 Penalty: 6283.743652
	Iteration 10F: 3 clusters Score -3.729914e+07 nChanged 13046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 280612 members 
Entering Unmasked Estep 
Score: -37309696.000000 Penalty: 6283.743652
	Iteration 11Q: 3 clusters Score -3.73097e+07 nChanged 9251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 288573 members 
Entering Unmasked Estep 
Score: -37316716.000000 Penalty: 6283.743652
	Iteration 12Q: 3 clusters Score -3.731672e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 294574 members 
Entering Unmasked Estep 
Score: -37320920.000000 Penalty: 6283.743652
	Iteration 13Q: 3 clusters Score -3.732092e+07 nChanged 4903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 298983 members 
Entering Unmasked Estep 
Score: -37322384.000000 Penalty: 6283.743652
	Iteration 14Q: 3 clusters Score -3.732238e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 302221 members 
Entering Unmasked Estep 
Score: -37322000.000000 Penalty: 6283.743652
	Iteration 15Q: 3 clusters Score -3.7322e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 304499 members 
Entering Unmasked Estep 
Score: -37321892.000000 Penalty: 6283.743652
	Iteration 16Q: 3 clusters Score -3.732189e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 306303 members 
Entering Unmasked Estep 
Score: -37321692.000000 Penalty: 6283.743652
	Iteration 17Q: 3 clusters Score -3.732169e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 307690 members 
Entering Unmasked Estep 
Score: -37321212.000000 Penalty: 6283.743652
	Iteration 18Q: 3 clusters Score -3.732121e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 308821 members 
Entering Unmasked Estep 
Score: -37320732.000000 Penalty: 6283.743652
	Iteration 19Q: 3 clusters Score -3.732073e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 309726 members 
Entering Unmasked Estep 
Score: -37320264.000000 Penalty: 6283.743652
	Iteration 20F: 3 clusters Score -3.732026e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 310444 members 
Entering Unmasked Estep 
Score: -37320056.000000 Penalty: 6283.743652
	Iteration 21Q: 3 clusters Score -3.732006e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 311020 members 
Entering Unmasked Estep 
Score: -37319816.000000 Penalty: 6283.743652
	Iteration 22Q: 3 clusters Score -3.731982e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 311475 members 
Entering Unmasked Estep 
Score: -37319664.000000 Penalty: 6283.743652
	Iteration 23Q: 3 clusters Score -3.731966e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 311859 members 
Entering Unmasked Estep 
Score: -37319396.000000 Penalty: 6283.743652
	Iteration 24Q: 3 clusters Score -3.73194e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 312205 members 
Entering Unmasked Estep 
Score: -37319392.000000 Penalty: 6283.743652
	Iteration 25Q: 3 clusters Score -3.731939e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 312483 members 
Entering Unmasked Estep 
Score: -37319332.000000 Penalty: 6283.743652
	Iteration 26Q: 3 clusters Score -3.731933e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 312730 members 
Entering Unmasked Estep 
Score: -37319208.000000 Penalty: 6283.743652
	Iteration 27Q: 3 clusters Score -3.731921e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 312964 members 
Entering Unmasked Estep 
Score: -37319184.000000 Penalty: 6283.743652
	Iteration 28Q: 3 clusters Score -3.731918e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 313144 members 
Entering Unmasked Estep 
Score: -37319040.000000 Penalty: 6283.743652
	Iteration 29Q: 3 clusters Score -3.731904e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 313286 members 
Entering Unmasked Estep 
Score: -37318908.000000 Penalty: 6283.743652
	Iteration 30Q: 3 clusters Score -3.731891e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 313397 members 
Entering Unmasked Estep 
Score: -37318920.000000 Penalty: 6283.743652
	Iteration 31Q: 3 clusters Score -3.731892e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 313505 members 
Entering Unmasked Estep 
Score: -37318864.000000 Penalty: 6283.743652
	Iteration 32Q: 3 clusters Score -3.731886e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 313606 members 
Entering Unmasked Estep 
Score: -37318828.000000 Penalty: 6283.743652
	Iteration 33Q: 3 clusters Score -3.731883e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 313695 members 
Entering Unmasked Estep 
Score: -37318776.000000 Penalty: 6283.743652
	Iteration 34Q: 3 clusters Score -3.731878e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 313781 members 
Entering Unmasked Estep 
Score: -37318656.000000 Penalty: 6283.743652
	Iteration 35Q: 3 clusters Score -3.731866e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 313865 members 
Entering Unmasked Estep 
Score: -37318648.000000 Penalty: 6283.743652
	Iteration 36Q: 3 clusters Score -3.731865e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 313936 members 
Entering Unmasked Estep 
Score: -37318612.000000 Penalty: 6283.743652
	Iteration 37Q: 3 clusters Score -3.731861e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 313988 members 
Entering Unmasked Estep 
Score: -37318612.000000 Penalty: 6283.743652
	Iteration 38Q: 3 clusters Score -3.731861e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 314036 members 
Entering Unmasked Estep 
Score: -37318572.000000 Penalty: 6283.743652
	Iteration 39Q: 3 clusters Score -3.731857e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 314092 members 
Entering Unmasked Estep 
Score: -37318552.000000 Penalty: 6283.743652
	Iteration 40F: 3 clusters Score -3.731855e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 314133 members 
Entering Unmasked Estep 
Score: -37318564.000000 Penalty: 6283.743652
	Iteration 41Q: 3 clusters Score -3.731856e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 314170 members 
Entering Unmasked Estep 
Score: -37318564.000000 Penalty: 6283.743652
	Iteration 42Q: 3 clusters Score -3.731856e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 314207 members 
Entering Unmasked Estep 
Score: -37318528.000000 Penalty: 6283.743652
	Iteration 43Q: 3 clusters Score -3.731853e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 314238 members 
Entering Unmasked Estep 
Score: -37318536.000000 Penalty: 6283.743652
	Iteration 44Q: 3 clusters Score -3.731854e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 314269 members 
Entering Unmasked Estep 
Score: -37318508.000000 Penalty: 6283.743652
	Iteration 45Q: 3 clusters Score -3.731851e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 314294 members 
Entering Unmasked Estep 
Score: -37318484.000000 Penalty: 6283.743652
	Iteration 46Q: 3 clusters Score -3.731848e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 314317 members 
Entering Unmasked Estep 
Score: -37318488.000000 Penalty: 6283.743652
	Iteration 47Q: 3 clusters Score -3.731849e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 314334 members 
Entering Unmasked Estep 
Score: -37318488.000000 Penalty: 6283.743652
	Iteration 48Q: 3 clusters Score -3.731849e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 314356 members 
Entering Unmasked Estep 
Score: -37318444.000000 Penalty: 6283.743652
	Iteration 49Q: 3 clusters Score -3.731844e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 314373 members 
Entering Unmasked Estep 
Score: -37318420.000000 Penalty: 6283.743652
	Iteration 50Q: 3 clusters Score -3.731842e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 314389 members 
Entering Unmasked Estep 
Score: -37318408.000000 Penalty: 6283.743652
	Iteration 51Q: 3 clusters Score -3.731841e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 314401 members 
Entering Unmasked Estep 
Score: -37318384.000000 Penalty: 6283.743652
	Iteration 52Q: 3 clusters Score -3.731838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 314410 members 
Entering Unmasked Estep 
Score: -37318388.000000 Penalty: 6283.743652
	Iteration 53Q: 3 clusters Score -3.731839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 314422 members 
Entering Unmasked Estep 
Score: -37318412.000000 Penalty: 6283.743652
	Iteration 54Q: 3 clusters Score -3.731841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 314433 members 
Entering Unmasked Estep 
Score: -37318376.000000 Penalty: 6283.743652
	Iteration 55Q: 3 clusters Score -3.731838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 314439 members 
Entering Unmasked Estep 
Score: -37318380.000000 Penalty: 6283.743652
	Iteration 56Q: 3 clusters Score -3.731838e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 314449 members 
Entering Unmasked Estep 
Score: -37318360.000000 Penalty: 6283.743652
	Iteration 57Q: 3 clusters Score -3.731836e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 314451 members 
Entering Unmasked Estep 
Score: -37318380.000000 Penalty: 6283.743652
	Iteration 58Q: 3 clusters Score -3.731838e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 314462 members 
Entering Unmasked Estep 
Score: -37318380.000000 Penalty: 6283.743652
	Iteration 59Q: 3 clusters Score -3.731838e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 314483 members 
Entering Unmasked Estep 
Score: -37318364.000000 Penalty: 6283.743652
	Iteration 60F: 3 clusters Score -3.731836e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 314497 members 
Entering Unmasked Estep 
Score: -37318324.000000 Penalty: 6283.743652
	Iteration 61Q: 3 clusters Score -3.731832e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 314515 members 
Entering Unmasked Estep 
Score: -37318332.000000 Penalty: 6283.743652
	Iteration 62Q: 3 clusters Score -3.731833e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 314533 members 
Entering Unmasked Estep 
Score: -37318340.000000 Penalty: 6283.743652
	Iteration 63Q: 3 clusters Score -3.731834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 314556 members 
Entering Unmasked Estep 
Score: -37318360.000000 Penalty: 6283.743652
	Iteration 64Q: 3 clusters Score -3.731836e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 314578 members 
Entering Unmasked Estep 
Score: -37318356.000000 Penalty: 6283.743652
	Iteration 65Q: 3 clusters Score -3.731836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 314596 members 
Entering Unmasked Estep 
Score: -37318332.000000 Penalty: 6283.743652
	Iteration 66Q: 3 clusters Score -3.731833e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 314609 members 
Entering Unmasked Estep 
Score: -37318328.000000 Penalty: 6283.743652
	Iteration 67Q: 3 clusters Score -3.731833e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 314612 members 
Entering Unmasked Estep 
Score: -37318320.000000 Penalty: 6283.743652
	Iteration 68Q: 3 clusters Score -3.731832e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 314625 members 
Entering Unmasked Estep 
Score: -37318292.000000 Penalty: 6283.743652
	Iteration 69Q: 3 clusters Score -3.731829e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 314634 members 
Entering Unmasked Estep 
Score: -37318300.000000 Penalty: 6283.743652
	Iteration 70Q: 3 clusters Score -3.73183e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 314649 members 
Entering Unmasked Estep 
Score: -37318272.000000 Penalty: 6283.743652
	Iteration 71Q: 3 clusters Score -3.731827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 314667 members 
Entering Unmasked Estep 
Score: -37318232.000000 Penalty: 6283.743652
	Iteration 72Q: 3 clusters Score -3.731823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 314681 members 
Entering Unmasked Estep 
Score: -37318256.000000 Penalty: 6283.743652
	Iteration 73Q: 3 clusters Score -3.731826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 314698 members 
Entering Unmasked Estep 
Score: -37318256.000000 Penalty: 6283.743652
	Iteration 74Q: 3 clusters Score -3.731826e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 314709 members 
Entering Unmasked Estep 
Score: -37318236.000000 Penalty: 6283.743652
	Iteration 75Q: 3 clusters Score -3.731824e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 314719 members 
Entering Unmasked Estep 
Score: -37318240.000000 Penalty: 6283.743652
	Iteration 76Q: 3 clusters Score -3.731824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 314732 members 
Entering Unmasked Estep 
Score: -37318212.000000 Penalty: 6283.743652
	Iteration 77Q: 3 clusters Score -3.731821e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 314750 members 
Entering Unmasked Estep 
Score: -37318236.000000 Penalty: 6283.743652
	Iteration 78Q: 3 clusters Score -3.731824e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 314763 members 
Entering Unmasked Estep 
Score: -37318240.000000 Penalty: 6283.743652
	Iteration 79Q: 3 clusters Score -3.731824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 314772 members 
Entering Unmasked Estep 
Score: -37318224.000000 Penalty: 6283.743652
	Iteration 80F: 3 clusters Score -3.731822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 314785 members 
Entering Unmasked Estep 
Score: -37318268.000000 Penalty: 6283.743652
	Iteration 81Q: 3 clusters Score -3.731827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 314791 members 
Entering Unmasked Estep 
Score: -37318272.000000 Penalty: 6283.743652
	Iteration 82Q: 3 clusters Score -3.731827e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 314806 members 
Entering Unmasked Estep 
Score: -37318232.000000 Penalty: 6283.743652
	Iteration 83Q: 3 clusters Score -3.731823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 314819 members 
Entering Unmasked Estep 
Score: -37318236.000000 Penalty: 6283.743652
	Iteration 84Q: 3 clusters Score -3.731824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 314828 members 
Entering Unmasked Estep 
Score: -37318220.000000 Penalty: 6283.743652
	Iteration 85Q: 3 clusters Score -3.731822e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 314842 members 
Entering Unmasked Estep 
Score: -37318236.000000 Penalty: 6283.743652
	Iteration 86Q: 3 clusters Score -3.731824e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 314851 members 
Entering Unmasked Estep 
Score: -37318224.000000 Penalty: 6283.743652
	Iteration 87Q: 3 clusters Score -3.731822e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 314867 members 
Entering Unmasked Estep 
Score: -37318236.000000 Penalty: 6283.743652
	Iteration 88Q: 3 clusters Score -3.731824e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 314879 members 
Entering Unmasked Estep 
Score: -37318216.000000 Penalty: 6283.743652
	Iteration 89Q: 3 clusters Score -3.731822e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 314888 members 
Entering Unmasked Estep 
Score: -37318200.000000 Penalty: 6283.743652
	Iteration 90Q: 3 clusters Score -3.73182e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 314897 members 
Entering Unmasked Estep 
Score: -37318212.000000 Penalty: 6283.743652
	Iteration 91Q: 3 clusters Score -3.731821e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 314903 members 
Entering Unmasked Estep 
Score: -37318220.000000 Penalty: 6283.743652
	Iteration 92Q: 3 clusters Score -3.731822e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 314915 members 
Entering Unmasked Estep 
Score: -37318200.000000 Penalty: 6283.743652
	Iteration 93Q: 3 clusters Score -3.73182e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 314924 members 
Entering Unmasked Estep 
Score: -37318196.000000 Penalty: 6283.743652
	Iteration 94Q: 3 clusters Score -3.73182e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 314939 members 
Entering Unmasked Estep 
Score: -37318180.000000 Penalty: 6283.743652
	Iteration 95Q: 3 clusters Score -3.731818e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 314953 members 
Entering Unmasked Estep 
Score: -37318176.000000 Penalty: 6283.743652
	Iteration 96Q: 3 clusters Score -3.731818e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 314963 members 
Entering Unmasked Estep 
Score: -37318172.000000 Penalty: 6283.743652
	Iteration 97Q: 3 clusters Score -3.731817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 314977 members 
Entering Unmasked Estep 
Score: -37318120.000000 Penalty: 6283.743652
	Iteration 98Q: 3 clusters Score -3.731812e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 314986 members 
Entering Unmasked Estep 
Score: -37318128.000000 Penalty: 6283.743652
	Iteration 99Q: 3 clusters Score -3.731813e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 314999 members 
Entering Unmasked Estep 
Score: -37318112.000000 Penalty: 6283.743652
	Iteration 100F: 3 clusters Score -3.731811e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 315026 members 
Entering Unmasked Estep 
Score: -37318080.000000 Penalty: 6283.743652
	Iteration 101Q: 3 clusters Score -3.731808e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 315040 members 
Entering Unmasked Estep 
Score: -37318092.000000 Penalty: 6283.743652
	Iteration 102Q: 3 clusters Score -3.731809e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 315049 members 
Entering Unmasked Estep 
Score: -37318072.000000 Penalty: 6283.743652
	Iteration 103Q: 3 clusters Score -3.731807e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 315060 members 
Entering Unmasked Estep 
Score: -37318092.000000 Penalty: 6283.743652
	Iteration 104Q: 3 clusters Score -3.731809e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 315067 members 
Entering Unmasked Estep 
Score: -37318076.000000 Penalty: 6283.743652
	Iteration 105Q: 3 clusters Score -3.731808e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 315072 members 
Entering Unmasked Estep 
Score: -37318088.000000 Penalty: 6283.743652
	Iteration 106Q: 3 clusters Score -3.731809e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 315077 members 
Entering Unmasked Estep 
Score: -37318088.000000 Penalty: 6283.743652
	Iteration 107Q: 3 clusters Score -3.731809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 315078 members 
Entering Unmasked Estep 
Score: -37318088.000000 Penalty: 6283.743652
	Iteration 108Q: 3 clusters Score -3.731809e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 315083 members 
Entering Unmasked Estep 
Score: -37318080.000000 Penalty: 6283.743652
	Iteration 109Q: 3 clusters Score -3.731808e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 315086 members 
Entering Unmasked Estep 
Score: -37318076.000000 Penalty: 6283.743652
	Iteration 110Q: 3 clusters Score -3.731808e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 315097 members 
Entering Unmasked Estep 
Score: -37318080.000000 Penalty: 6283.743652
	Iteration 111Q: 3 clusters Score -3.731808e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 315103 members 
Entering Unmasked Estep 
Score: -37318060.000000 Penalty: 6283.743652
	Iteration 112Q: 3 clusters Score -3.731806e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 315104 members 
Entering Unmasked Estep 
Score: -37318052.000000 Penalty: 6283.743652
	Iteration 113Q: 3 clusters Score -3.731805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 315110 members 
Entering Unmasked Estep 
Score: -37318060.000000 Penalty: 6283.743652
	Iteration 114Q: 3 clusters Score -3.731806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 315110 members 
Entering Unmasked Estep 
Score: -37318072.000000 Penalty: 6283.743652
	Iteration 115Q: 3 clusters Score -3.731807e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 315113 members 
Entering Unmasked Estep 
Score: -37318056.000000 Penalty: 6283.743652
	Iteration 116Q: 3 clusters Score -3.731806e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 315115 members 
Entering Unmasked Estep 
Score: -37318052.000000 Penalty: 6283.743652
	Iteration 117Q: 3 clusters Score -3.731805e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 315119 members 
Entering Unmasked Estep 
Score: -37318068.000000 Penalty: 6283.743652
	Iteration 118Q: 3 clusters Score -3.731807e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 315118 members 
Entering Unmasked Estep 
Score: -37318056.000000 Penalty: 6283.743652
	Iteration 119Q: 3 clusters Score -3.731806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 315118 members 
Entering Unmasked Estep 
Score: -37318052.000000 Penalty: 6283.743652
	Iteration 120F: 3 clusters Score -3.731805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 315121 members 
Entering Unmasked Estep 
Score: -37318056.000000 Penalty: 6283.743652
	Iteration 121Q: 3 clusters Score -3.731806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 315125 members 
Entering Unmasked Estep 
Score: -37318044.000000 Penalty: 6283.743652
	Iteration 122Q: 3 clusters Score -3.731804e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 315128 members 
Entering Unmasked Estep 
Score: -37318052.000000 Penalty: 6283.743652
	Iteration 123Q: 3 clusters Score -3.731805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 315131 members 
Entering Unmasked Estep 
Score: -37318064.000000 Penalty: 6283.743652
	Iteration 124Q: 3 clusters Score -3.731806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 315132 members 
Entering Unmasked Estep 
Score: -37318064.000000 Penalty: 6283.743652
	Iteration 125Q: 3 clusters Score -3.731806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 315133 members 
Entering Unmasked Estep 
Score: -37318064.000000 Penalty: 6283.743652
	Iteration 126Q: 3 clusters Score -3.731806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 315134 members 
Entering Unmasked Estep 
Score: -37318056.000000 Penalty: 6283.743652
	Iteration 127Q: 3 clusters Score -3.731806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 315134 members 
Entering Unmasked Estep 
Score: -37318056.000000 Penalty: 6283.743652
	Iteration 128F: 3 clusters Score -3.731806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Entering Unmasked Estep 
Score: -998516.687500 Penalty: 2281.797119
	Iteration 0F: 2 clusters Score -998516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -990814.125000 Penalty: 4563.594238
	Iteration 0F: 3 clusters Score -990814.1 nChanged 4180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -993205.187500 Penalty: 4563.594238
	Iteration 1F: 3 clusters Score -993205.2 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -993698.062500 Penalty: 4563.594238
	Iteration 2F: 3 clusters Score -993698.1 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -994146.875000 Penalty: 4563.594238
	Iteration 3F: 3 clusters Score -994146.9 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -994583.125000 Penalty: 4563.594238
	Iteration 4F: 3 clusters Score -994583.1 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -995021.500000 Penalty: 4563.594238
	Iteration 5F: 3 clusters Score -995021.5 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -995448.125000 Penalty: 4563.594238
	Iteration 6F: 3 clusters Score -995448.1 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -995862.375000 Penalty: 4563.594238
	Iteration 7F: 3 clusters Score -995862.4 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -996194.687500 Penalty: 4563.594238
	Iteration 8Q: 3 clusters Score -996194.7 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -996449.875000 Penalty: 4563.594238
	Iteration 9Q: 3 clusters Score -996449.9 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -996614.375000 Penalty: 4563.594238
	Iteration 10Q: 3 clusters Score -996614.4 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -996725.812500 Penalty: 4563.594238
	Iteration 11Q: 3 clusters Score -996725.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -996805.125000 Penalty: 4563.594238
	Iteration 12Q: 3 clusters Score -996805.1 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -996865.750000 Penalty: 4563.594238
	Iteration 13Q: 3 clusters Score -996865.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -996909.312500 Penalty: 4563.594238
	Iteration 14Q: 3 clusters Score -996909.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -996938.250000 Penalty: 4563.594238
	Iteration 15Q: 3 clusters Score -996938.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -996955.875000 Penalty: 4563.594238
	Iteration 16Q: 3 clusters Score -996955.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -996973.312500 Penalty: 4563.594238
	Iteration 17Q: 3 clusters Score -996973.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -996995.375000 Penalty: 4563.594238
	Iteration 18Q: 3 clusters Score -996995.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -997010.437500 Penalty: 4563.594238
	Iteration 19Q: 3 clusters Score -997010.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -997022.937500 Penalty: 4563.594238
	Iteration 20F: 3 clusters Score -997022.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -997033.687500 Penalty: 4563.594238
	Iteration 21Q: 3 clusters Score -997033.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -997044.812500 Penalty: 4563.594238
	Iteration 22Q: 3 clusters Score -997044.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -997058.750000 Penalty: 4563.594238
	Iteration 23Q: 3 clusters Score -997058.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -997067.750000 Penalty: 4563.594238
	Iteration 24Q: 3 clusters Score -997067.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -997078.375000 Penalty: 4563.594238
	Iteration 25Q: 3 clusters Score -997078.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -997082.937500 Penalty: 4563.594238
	Iteration 26Q: 3 clusters Score -997082.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -997092.312500 Penalty: 4563.594238
	Iteration 27Q: 3 clusters Score -997092.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -997098.437500 Penalty: 4563.594238
	Iteration 28Q: 3 clusters Score -997098.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -997103.562500 Penalty: 4563.594238
	Iteration 29Q: 3 clusters Score -997103.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -997106.062500 Penalty: 4563.594238
	Iteration 30Q: 3 clusters Score -997106.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -997112.500000 Penalty: 4563.594238
	Iteration 31Q: 3 clusters Score -997112.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -997118.312500 Penalty: 4563.594238
	Iteration 32Q: 3 clusters Score -997118.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -997118.750000 Penalty: 4563.594238
	Iteration 33Q: 3 clusters Score -997118.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -997121.250000 Penalty: 4563.594238
	Iteration 34Q: 3 clusters Score -997121.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -997124.250000 Penalty: 4563.594238
	Iteration 35Q: 3 clusters Score -997124.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -997127.375000 Penalty: 4563.594238
	Iteration 36Q: 3 clusters Score -997127.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -997128.312500 Penalty: 4563.594238
	Iteration 37Q: 3 clusters Score -997128.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -997130.875000 Penalty: 4563.594238
	Iteration 38Q: 3 clusters Score -997130.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -997135.312500 Penalty: 4563.594238
	Iteration 39Q: 3 clusters Score -997135.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -997139.500000 Penalty: 4563.594238
	Iteration 40F: 3 clusters Score -997139.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -997143.187500 Penalty: 4563.594238
	Iteration 41Q: 3 clusters Score -997143.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -997146.312500 Penalty: 4563.594238
	Iteration 42Q: 3 clusters Score -997146.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -997145.562500 Penalty: 4563.594238
	Iteration 43Q: 3 clusters Score -997145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -997148.187500 Penalty: 4563.594238
	Iteration 44Q: 3 clusters Score -997148.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -997149.937500 Penalty: 4563.594238
	Iteration 45Q: 3 clusters Score -997149.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -997150.812500 Penalty: 4563.594238
	Iteration 46Q: 3 clusters Score -997150.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -997152.750000 Penalty: 4563.594238
	Iteration 47Q: 3 clusters Score -997152.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -997155.500000 Penalty: 4563.594238
	Iteration 48Q: 3 clusters Score -997155.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -997155.625000 Penalty: 4563.594238
	Iteration 49Q: 3 clusters Score -997155.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -997157.562500 Penalty: 4563.594238
	Iteration 50Q: 3 clusters Score -997157.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -997163.125000 Penalty: 4563.594238
	Iteration 51Q: 3 clusters Score -997163.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -997165.312500 Penalty: 4563.594238
	Iteration 52Q: 3 clusters Score -997165.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -997167.750000 Penalty: 4563.594238
	Iteration 53Q: 3 clusters Score -997167.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -997168.875000 Penalty: 4563.594238
	Iteration 54Q: 3 clusters Score -997168.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -997170.812500 Penalty: 4563.594238
	Iteration 55Q: 3 clusters Score -997170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -997173.250000 Penalty: 4563.594238
	Iteration 56Q: 3 clusters Score -997173.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -997176.250000 Penalty: 4563.594238
	Iteration 57Q: 3 clusters Score -997176.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -997176.625000 Penalty: 4563.594238
	Iteration 58Q: 3 clusters Score -997176.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -997178.562500 Penalty: 4563.594238
	Iteration 59Q: 3 clusters Score -997178.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -997178.625000 Penalty: 4563.594238
	Iteration 60F: 3 clusters Score -997178.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -997179.750000 Penalty: 4563.594238
	Iteration 61Q: 3 clusters Score -997179.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -997181.000000 Penalty: 4563.594238
	Iteration 62Q: 3 clusters Score -997181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -997187.187500 Penalty: 4563.594238
	Iteration 63Q: 3 clusters Score -997187.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -997188.250000 Penalty: 4563.594238
	Iteration 64Q: 3 clusters Score -997188.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -997186.875000 Penalty: 4563.594238
	Iteration 65Q: 3 clusters Score -997186.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -997190.687500 Penalty: 4563.594238
	Iteration 66Q: 3 clusters Score -997190.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -997192.625000 Penalty: 4563.594238
	Iteration 67Q: 3 clusters Score -997192.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -997192.937500 Penalty: 4563.594238
	Iteration 68Q: 3 clusters Score -997192.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -997192.812500 Penalty: 4563.594238
	Iteration 69Q: 3 clusters Score -997192.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -997197.125000 Penalty: 4563.594238
	Iteration 70Q: 3 clusters Score -997197.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -997196.562500 Penalty: 4563.594238
	Iteration 71Q: 3 clusters Score -997196.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -997199.937500 Penalty: 4563.594238
	Iteration 72Q: 3 clusters Score -997199.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -997201.625000 Penalty: 4563.594238
	Iteration 73Q: 3 clusters Score -997201.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -997203.437500 Penalty: 4563.594238
	Iteration 74Q: 3 clusters Score -997203.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -997202.875000 Penalty: 4563.594238
	Iteration 75Q: 3 clusters Score -997202.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -997202.562500 Penalty: 4563.594238
	Iteration 76Q: 3 clusters Score -997202.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -997204.000000 Penalty: 4563.594238
	Iteration 77Q: 3 clusters Score -997204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -997204.500000 Penalty: 4563.594238
	Iteration 78Q: 3 clusters Score -997204.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -997203.750000 Penalty: 4563.594238
	Iteration 79Q: 3 clusters Score -997203.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -997205.625000 Penalty: 4563.594238
	Iteration 80F: 3 clusters Score -997205.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Entering Unmasked Estep 
Score: -2409678.250000 Penalty: 2474.461426
	Iteration 0F: 2 clusters Score -2409678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2394677.500000 Penalty: 4948.922852
	Iteration 0F: 3 clusters Score -2394678 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -2399785.250000 Penalty: 4948.922852
	Iteration 1F: 3 clusters Score -2399785 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2400231.250000 Penalty: 4948.922852
	Iteration 2F: 3 clusters Score -2400231 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2400629.000000 Penalty: 4948.922852
	Iteration 3Q: 3 clusters Score -2400629 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12219 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -2401048.250000 Penalty: 4948.922852
	Iteration 4Q: 3 clusters Score -2401048 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -2401544.000000 Penalty: 4948.922852
	Iteration 5Q: 3 clusters Score -2401544 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -2402135.000000 Penalty: 4948.922852
	Iteration 6F: 3 clusters Score -2402135 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14495 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2402913.750000 Penalty: 4948.922852
	Iteration 7F: 3 clusters Score -2402914 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -2403720.500000 Penalty: 4948.922852
	Iteration 8F: 3 clusters Score -2403720 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2404494.750000 Penalty: 4948.922852
	Iteration 9F: 3 clusters Score -2404495 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2405189.000000 Penalty: 4948.922852
	Iteration 10Q: 3 clusters Score -2405189 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17915 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2405793.000000 Penalty: 4948.922852
	Iteration 11Q: 3 clusters Score -2405793 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -2406239.750000 Penalty: 4948.922852
	Iteration 12Q: 3 clusters Score -2406240 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -2406552.750000 Penalty: 4948.922852
	Iteration 13Q: 3 clusters Score -2406553 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2406734.250000 Penalty: 4948.922852
	Iteration 14Q: 3 clusters Score -2406734 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2406888.500000 Penalty: 4948.922852
	Iteration 15Q: 3 clusters Score -2406888 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2406988.000000 Penalty: 4948.922852
	Iteration 16Q: 3 clusters Score -2406988 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2407065.750000 Penalty: 4948.922852
	Iteration 17Q: 3 clusters Score -2407066 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2407129.000000 Penalty: 4948.922852
	Iteration 18Q: 3 clusters Score -2407129 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2407184.000000 Penalty: 4948.922852
	Iteration 19Q: 3 clusters Score -2407184 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19934 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2407224.750000 Penalty: 4948.922852
	Iteration 20F: 3 clusters Score -2407225 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2407262.500000 Penalty: 4948.922852
	Iteration 21Q: 3 clusters Score -2407262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2407296.250000 Penalty: 4948.922852
	Iteration 22Q: 3 clusters Score -2407296 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -2407332.500000 Penalty: 4948.922852
	Iteration 23Q: 3 clusters Score -2407332 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2407357.750000 Penalty: 4948.922852
	Iteration 24Q: 3 clusters Score -2407358 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -2407390.000000 Penalty: 4948.922852
	Iteration 25Q: 3 clusters Score -2407390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2407413.250000 Penalty: 4948.922852
	Iteration 26Q: 3 clusters Score -2407413 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2407430.500000 Penalty: 4948.922852
	Iteration 27Q: 3 clusters Score -2407430 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2407443.500000 Penalty: 4948.922852
	Iteration 28Q: 3 clusters Score -2407444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2407458.000000 Penalty: 4948.922852
	Iteration 29Q: 3 clusters Score -2407458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2407473.500000 Penalty: 4948.922852
	Iteration 30Q: 3 clusters Score -2407474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2407480.250000 Penalty: 4948.922852
	Iteration 31Q: 3 clusters Score -2407480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2407485.250000 Penalty: 4948.922852
	Iteration 32Q: 3 clusters Score -2407485 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2407494.000000 Penalty: 4948.922852
	Iteration 33Q: 3 clusters Score -2407494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2407505.250000 Penalty: 4948.922852
	Iteration 34Q: 3 clusters Score -2407505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20523 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2407514.500000 Penalty: 4948.922852
	Iteration 35Q: 3 clusters Score -2407514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -2407519.750000 Penalty: 4948.922852
	Iteration 36Q: 3 clusters Score -2407520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2407522.250000 Penalty: 4948.922852
	Iteration 37Q: 3 clusters Score -2407522 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20560 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2407529.250000 Penalty: 4948.922852
	Iteration 38Q: 3 clusters Score -2407529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -2407531.750000 Penalty: 4948.922852
	Iteration 39Q: 3 clusters Score -2407532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2407533.500000 Penalty: 4948.922852
	Iteration 40F: 3 clusters Score -2407534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2407531.750000 Penalty: 4948.922852
	Iteration 41Q: 3 clusters Score -2407532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2407536.000000 Penalty: 4948.922852
	Iteration 42Q: 3 clusters Score -2407536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2407535.250000 Penalty: 4948.922852
	Iteration 43Q: 3 clusters Score -2407535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2407533.250000 Penalty: 4948.922852
	Iteration 44Q: 3 clusters Score -2407533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2407533.250000 Penalty: 4948.922852
	Iteration 45F: 3 clusters Score -2407533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -71591.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -71591.87 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -69907.101562 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -69907.1 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -70368.429688 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -70368.43 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -70642.265625 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -70642.27 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -70930.226562 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -70930.23 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -71235.273438 Penalty: 3273.535889
	Iteration 4F: 3 clusters Score -71235.27 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -71541.781250 Penalty: 3273.535889
	Iteration 5F: 3 clusters Score -71541.78 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -71721.539062 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -71721.54 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -71835.062500 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -71835.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -71977.570312 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -71977.57 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -72123.867188 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -72123.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -72221.257812 Penalty: 3273.535889
	Iteration 10Q: 3 clusters Score -72221.26 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72317.031250 Penalty: 3273.535889
	Iteration 11Q: 3 clusters Score -72317.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -72387.882812 Penalty: 3273.535889
	Iteration 12Q: 3 clusters Score -72387.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -72427.773438 Penalty: 3273.535889
	Iteration 13Q: 3 clusters Score -72427.77 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -72503.203125 Penalty: 3273.535889
	Iteration 14Q: 3 clusters Score -72503.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -72580.796875 Penalty: 3273.535889
	Iteration 15Q: 3 clusters Score -72580.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -72666.859375 Penalty: 3273.535889
	Iteration 16Q: 3 clusters Score -72666.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -72828.687500 Penalty: 3273.535889
	Iteration 17Q: 3 clusters Score -72828.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73112.500000 Penalty: 3273.535889
	Iteration 18Q: 3 clusters Score -73112.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -73112.500000 Penalty: 3273.535889
	Iteration 19F: 3 clusters Score -73112.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26447 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57263 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238900 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39628 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208567 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317692 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 298 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196725 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 437 members 
Entering Unmasked Estep 
Score: -161425920.000000 Penalty: 101876.304688
Splitting cluster 23 changes total score from -161426960.000000 to -161425920.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -429663.718750 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -429663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -425212.750000 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -425212.8 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -426434.406250 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -426434.4 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -426935.500000 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -426935.5 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -427368.812500 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -427368.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -427709.937500 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -427709.9 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -428000.156250 Penalty: 4224.626953
	Iteration 5F: 3 clusters Score -428000.2 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -428299.406250 Penalty: 4224.626953
	Iteration 6F: 3 clusters Score -428299.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -428587.843750 Penalty: 4224.626953
	Iteration 7F: 3 clusters Score -428587.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -428796.437500 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -428796.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -428935.500000 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -428935.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -429024.937500 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -429024.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -429087.093750 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -429087.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -429119.968750 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -429120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -429149.000000 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -429149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -429170.343750 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -429170.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -429183.531250 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -429183.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -429193.312500 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -429193.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -429197.312500 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -429197.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -429202.406250 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -429202.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -429203.531250 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -429203.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -429207.468750 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -429207.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -429211.906250 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -429211.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -429212.437500 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -429212.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -429213.875000 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -429213.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -429213.875000 Penalty: 4224.626953
	Iteration 24F: 3 clusters Score -429213.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Entering Unmasked Estep 
Score: -2319588.500000 Penalty: 2447.524658
	Iteration 0F: 2 clusters Score -2319588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2305954.250000 Penalty: 4895.049316
	Iteration 0F: 3 clusters Score -2305954 nChanged 8461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 9713 members 
Entering Unmasked Estep 
Score: -2310360.250000 Penalty: 4895.049316
	Iteration 1F: 3 clusters Score -2310360 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2310727.250000 Penalty: 4895.049316
	Iteration 2F: 3 clusters Score -2310727 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -2311063.000000 Penalty: 4895.049316
	Iteration 3Q: 3 clusters Score -2311063 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2311317.250000 Penalty: 4895.049316
	Iteration 4Q: 3 clusters Score -2311317 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 10343 members 
Entering Unmasked Estep 
Score: -2311544.750000 Penalty: 4895.049316
	Iteration 5Q: 3 clusters Score -2311545 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -2311771.500000 Penalty: 4895.049316
	Iteration 6Q: 3 clusters Score -2311772 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -2312022.500000 Penalty: 4895.049316
	Iteration 7Q: 3 clusters Score -2312022 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -2312312.750000 Penalty: 4895.049316
	Iteration 8Q: 3 clusters Score -2312313 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2312677.250000 Penalty: 4895.049316
	Iteration 9Q: 3 clusters Score -2312677 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2313115.250000 Penalty: 4895.049316
	Iteration 10Q: 3 clusters Score -2313115 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2313612.250000 Penalty: 4895.049316
	Iteration 11Q: 3 clusters Score -2313612 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2314190.000000 Penalty: 4895.049316
	Iteration 12Q: 3 clusters Score -2314190 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -2314742.500000 Penalty: 4895.049316
	Iteration 13Q: 3 clusters Score -2314742 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -2315203.250000 Penalty: 4895.049316
	Iteration 14Q: 3 clusters Score -2315203 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2315660.750000 Penalty: 4895.049316
	Iteration 15Q: 3 clusters Score -2315661 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -2315980.750000 Penalty: 4895.049316
	Iteration 16Q: 3 clusters Score -2315981 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2316202.250000 Penalty: 4895.049316
	Iteration 17Q: 3 clusters Score -2316202 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -2316370.250000 Penalty: 4895.049316
	Iteration 18Q: 3 clusters Score -2316370 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2316501.750000 Penalty: 4895.049316
	Iteration 19Q: 3 clusters Score -2316502 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 16674 members 
Entering Unmasked Estep 
Score: -2316626.500000 Penalty: 4895.049316
	Iteration 20F: 3 clusters Score -2316626 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2316715.750000 Penalty: 4895.049316
	Iteration 21Q: 3 clusters Score -2316716 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -2316818.500000 Penalty: 4895.049316
	Iteration 22Q: 3 clusters Score -2316818 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2316926.500000 Penalty: 4895.049316
	Iteration 23Q: 3 clusters Score -2316926 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -2316998.500000 Penalty: 4895.049316
	Iteration 24Q: 3 clusters Score -2316998 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2317051.750000 Penalty: 4895.049316
	Iteration 25Q: 3 clusters Score -2317052 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2317112.000000 Penalty: 4895.049316
	Iteration 26Q: 3 clusters Score -2317112 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2317161.750000 Penalty: 4895.049316
	Iteration 27Q: 3 clusters Score -2317162 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17798 members 
Entering Unmasked Estep 
Score: -2317192.250000 Penalty: 4895.049316
	Iteration 28Q: 3 clusters Score -2317192 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -2317230.750000 Penalty: 4895.049316
	Iteration 29Q: 3 clusters Score -2317231 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -2317258.500000 Penalty: 4895.049316
	Iteration 30Q: 3 clusters Score -2317258 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2317283.750000 Penalty: 4895.049316
	Iteration 31Q: 3 clusters Score -2317284 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2317297.500000 Penalty: 4895.049316
	Iteration 32Q: 3 clusters Score -2317298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -2317324.250000 Penalty: 4895.049316
	Iteration 33Q: 3 clusters Score -2317324 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2317351.000000 Penalty: 4895.049316
	Iteration 34Q: 3 clusters Score -2317351 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -2317368.500000 Penalty: 4895.049316
	Iteration 35Q: 3 clusters Score -2317368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18206 members 
Entering Unmasked Estep 
Score: -2317384.000000 Penalty: 4895.049316
	Iteration 36Q: 3 clusters Score -2317384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2317391.750000 Penalty: 4895.049316
	Iteration 37Q: 3 clusters Score -2317392 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -2317402.750000 Penalty: 4895.049316
	Iteration 38Q: 3 clusters Score -2317403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2317416.750000 Penalty: 4895.049316
	Iteration 39Q: 3 clusters Score -2317417 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2317425.500000 Penalty: 4895.049316
	Iteration 40F: 3 clusters Score -2317426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2317431.250000 Penalty: 4895.049316
	Iteration 41Q: 3 clusters Score -2317431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2317430.250000 Penalty: 4895.049316
	Iteration 42Q: 3 clusters Score -2317430 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2317430.500000 Penalty: 4895.049316
	Iteration 43Q: 3 clusters Score -2317430 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -2317432.750000 Penalty: 4895.049316
	Iteration 44Q: 3 clusters Score -2317433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -2317433.500000 Penalty: 4895.049316
	Iteration 45Q: 3 clusters Score -2317434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2317431.500000 Penalty: 4895.049316
	Iteration 46Q: 3 clusters Score -2317432 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -2317435.750000 Penalty: 4895.049316
	Iteration 47Q: 3 clusters Score -2317436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2317442.000000 Penalty: 4895.049316
	Iteration 48Q: 3 clusters Score -2317442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -2317440.750000 Penalty: 4895.049316
	Iteration 49Q: 3 clusters Score -2317441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2317443.000000 Penalty: 4895.049316
	Iteration 50Q: 3 clusters Score -2317443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -2317444.750000 Penalty: 4895.049316
	Iteration 51Q: 3 clusters Score -2317445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2317444.000000 Penalty: 4895.049316
	Iteration 52Q: 3 clusters Score -2317444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2317449.750000 Penalty: 4895.049316
	Iteration 53Q: 3 clusters Score -2317450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2317449.750000 Penalty: 4895.049316
	Iteration 54Q: 3 clusters Score -2317450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -2317449.750000 Penalty: 4895.049316
	Iteration 55Q: 3 clusters Score -2317450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2317450.000000 Penalty: 4895.049316
	Iteration 56Q: 3 clusters Score -2317450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2317450.500000 Penalty: 4895.049316
	Iteration 57Q: 3 clusters Score -2317450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2317449.750000 Penalty: 4895.049316
	Iteration 58Q: 3 clusters Score -2317450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2317454.500000 Penalty: 4895.049316
	Iteration 59Q: 3 clusters Score -2317454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2317458.750000 Penalty: 4895.049316
	Iteration 60F: 3 clusters Score -2317459 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2317461.500000 Penalty: 4895.049316
	Iteration 61Q: 3 clusters Score -2317462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2317466.250000 Penalty: 4895.049316
	Iteration 62Q: 3 clusters Score -2317466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -2317478.500000 Penalty: 4895.049316
	Iteration 63Q: 3 clusters Score -2317478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2317472.250000 Penalty: 4895.049316
	Iteration 64Q: 3 clusters Score -2317472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2317476.500000 Penalty: 4895.049316
	Iteration 65Q: 3 clusters Score -2317476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2317475.500000 Penalty: 4895.049316
	Iteration 66Q: 3 clusters Score -2317476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -2317475.500000 Penalty: 4895.049316
	Iteration 67F: 3 clusters Score -2317476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (196725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196725 members 
Entering Unmasked Estep 
Score: -23086686.000000 Penalty: 3023.011230
	Iteration 0F: 2 clusters Score -2.308669e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98246 members 
Mstep: Class 2 contains 98479 members 
Entering Unmasked Estep 
Score: -22958982.000000 Penalty: 6046.022461
	Iteration 0F: 3 clusters Score -2.295898e+07 nChanged 94863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95841 members 
Mstep: Class 2 contains 100884 members 
Entering Unmasked Estep 
Score: -23014374.000000 Penalty: 6046.022461
	Iteration 1F: 3 clusters Score -2.301437e+07 nChanged 5656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94325 members 
Mstep: Class 2 contains 102400 members 
Entering Unmasked Estep 
Score: -23015698.000000 Penalty: 6046.022461
	Iteration 2Q: 3 clusters Score -2.30157e+07 nChanged 6005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92034 members 
Mstep: Class 2 contains 104691 members 
Entering Unmasked Estep 
Score: -23017344.000000 Penalty: 6046.022461
	Iteration 3Q: 3 clusters Score -2.301734e+07 nChanged 7023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88343 members 
Mstep: Class 2 contains 108382 members 
Entering Unmasked Estep 
Score: -23019600.000000 Penalty: 6046.022461
	Iteration 4Q: 3 clusters Score -2.30196e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82906 members 
Mstep: Class 2 contains 113819 members 
Entering Unmasked Estep 
Score: -23023522.000000 Penalty: 6046.022461
	Iteration 5Q: 3 clusters Score -2.302352e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75631 members 
Mstep: Class 2 contains 121094 members 
Entering Unmasked Estep 
Score: -23029036.000000 Penalty: 6046.022461
	Iteration 6F: 3 clusters Score -2.302904e+07 nChanged 11244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66575 members 
Mstep: Class 2 contains 130150 members 
Entering Unmasked Estep 
Score: -23036698.000000 Penalty: 6046.022461
	Iteration 7F: 3 clusters Score -2.30367e+07 nChanged 12123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56304 members 
Mstep: Class 2 contains 140421 members 
Entering Unmasked Estep 
Score: -23045756.000000 Penalty: 6046.022461
	Iteration 8F: 3 clusters Score -2.304576e+07 nChanged 11948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Mstep: Class 2 contains 150599 members 
Entering Unmasked Estep 
Score: -23055270.000000 Penalty: 6046.022461
	Iteration 9F: 3 clusters Score -2.305527e+07 nChanged 10237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 159084 members 
Entering Unmasked Estep 
Score: -23063194.000000 Penalty: 6046.022461
	Iteration 10F: 3 clusters Score -2.306319e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 165359 members 
Entering Unmasked Estep 
Score: -23068332.000000 Penalty: 6046.022461
	Iteration 11Q: 3 clusters Score -2.306833e+07 nChanged 5879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26549 members 
Mstep: Class 2 contains 170176 members 
Entering Unmasked Estep 
Score: -23071348.000000 Penalty: 6046.022461
	Iteration 12Q: 3 clusters Score -2.307135e+07 nChanged 4361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 174089 members 
Entering Unmasked Estep 
Score: -23073402.000000 Penalty: 6046.022461
	Iteration 13Q: 3 clusters Score -2.30734e+07 nChanged 3593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 177578 members 
Entering Unmasked Estep 
Score: -23074912.000000 Penalty: 6046.022461
	Iteration 14Q: 3 clusters Score -2.307491e+07 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 180695 members 
Entering Unmasked Estep 
Score: -23076414.000000 Penalty: 6046.022461
	Iteration 15Q: 3 clusters Score -2.307641e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 183593 members 
Entering Unmasked Estep 
Score: -23077792.000000 Penalty: 6046.022461
	Iteration 16Q: 3 clusters Score -2.307779e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 186082 members 
Entering Unmasked Estep 
Score: -23079026.000000 Penalty: 6046.022461
	Iteration 17Q: 3 clusters Score -2.307903e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 188230 members 
Entering Unmasked Estep 
Score: -23080124.000000 Penalty: 6046.022461
	Iteration 18Q: 3 clusters Score -2.308012e+07 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 190040 members 
Entering Unmasked Estep 
Score: -23081104.000000 Penalty: 6046.022461
	Iteration 19Q: 3 clusters Score -2.30811e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 191452 members 
Entering Unmasked Estep 
Score: -23081922.000000 Penalty: 6046.022461
	Iteration 20F: 3 clusters Score -2.308192e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 192590 members 
Entering Unmasked Estep 
Score: -23082346.000000 Penalty: 6046.022461
	Iteration 21Q: 3 clusters Score -2.308235e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 193491 members 
Entering Unmasked Estep 
Score: -23082826.000000 Penalty: 6046.022461
	Iteration 22Q: 3 clusters Score -2.308283e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 194141 members 
Entering Unmasked Estep 
Score: -23083162.000000 Penalty: 6046.022461
	Iteration 23Q: 3 clusters Score -2.308316e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 194588 members 
Entering Unmasked Estep 
Score: -23083490.000000 Penalty: 6046.022461
	Iteration 24Q: 3 clusters Score -2.308349e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 194908 members 
Entering Unmasked Estep 
Score: -23083650.000000 Penalty: 6046.022461
	Iteration 25Q: 3 clusters Score -2.308365e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 195153 members 
Entering Unmasked Estep 
Score: -23083758.000000 Penalty: 6046.022461
	Iteration 26Q: 3 clusters Score -2.308376e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 195335 members 
Entering Unmasked Estep 
Score: -23083842.000000 Penalty: 6046.022461
	Iteration 27Q: 3 clusters Score -2.308384e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 195466 members 
Entering Unmasked Estep 
Score: -23083894.000000 Penalty: 6046.022461
	Iteration 28Q: 3 clusters Score -2.308389e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 195560 members 
Entering Unmasked Estep 
Score: -23083960.000000 Penalty: 6046.022461
	Iteration 29Q: 3 clusters Score -2.308396e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 195614 members 
Entering Unmasked Estep 
Score: -23084000.000000 Penalty: 6046.022461
	Iteration 30Q: 3 clusters Score -2.3084e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 195664 members 
Entering Unmasked Estep 
Score: -23084016.000000 Penalty: 6046.022461
	Iteration 31Q: 3 clusters Score -2.308402e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 195707 members 
Entering Unmasked Estep 
Score: -23084068.000000 Penalty: 6046.022461
	Iteration 32Q: 3 clusters Score -2.308407e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 195739 members 
Entering Unmasked Estep 
Score: -23084100.000000 Penalty: 6046.022461
	Iteration 33Q: 3 clusters Score -2.30841e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 195768 members 
Entering Unmasked Estep 
Score: -23084126.000000 Penalty: 6046.022461
	Iteration 34Q: 3 clusters Score -2.308413e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 195791 members 
Entering Unmasked Estep 
Score: -23084124.000000 Penalty: 6046.022461
	Iteration 35Q: 3 clusters Score -2.308412e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 195806 members 
Entering Unmasked Estep 
Score: -23084140.000000 Penalty: 6046.022461
	Iteration 36Q: 3 clusters Score -2.308414e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 195821 members 
Entering Unmasked Estep 
Score: -23084150.000000 Penalty: 6046.022461
	Iteration 37Q: 3 clusters Score -2.308415e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 195831 members 
Entering Unmasked Estep 
Score: -23084134.000000 Penalty: 6046.022461
	Iteration 38Q: 3 clusters Score -2.308413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 195836 members 
Entering Unmasked Estep 
Score: -23084144.000000 Penalty: 6046.022461
	Iteration 39Q: 3 clusters Score -2.308414e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 195845 members 
Entering Unmasked Estep 
Score: -23084156.000000 Penalty: 6046.022461
	Iteration 40F: 3 clusters Score -2.308416e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 195851 members 
Entering Unmasked Estep 
Score: -23084176.000000 Penalty: 6046.022461
	Iteration 41Q: 3 clusters Score -2.308418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 195857 members 
Entering Unmasked Estep 
Score: -23084178.000000 Penalty: 6046.022461
	Iteration 42Q: 3 clusters Score -2.308418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 195863 members 
Entering Unmasked Estep 
Score: -23084194.000000 Penalty: 6046.022461
	Iteration 43Q: 3 clusters Score -2.308419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 195869 members 
Entering Unmasked Estep 
Score: -23084188.000000 Penalty: 6046.022461
	Iteration 44Q: 3 clusters Score -2.308419e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 195873 members 
Entering Unmasked Estep 
Score: -23084198.000000 Penalty: 6046.022461
	Iteration 45Q: 3 clusters Score -2.30842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 195874 members 
Entering Unmasked Estep 
Score: -23084196.000000 Penalty: 6046.022461
	Iteration 46Q: 3 clusters Score -2.30842e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 195877 members 
Entering Unmasked Estep 
Score: -23084202.000000 Penalty: 6046.022461
	Iteration 47Q: 3 clusters Score -2.30842e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 195882 members 
Entering Unmasked Estep 
Score: -23084198.000000 Penalty: 6046.022461
	Iteration 48Q: 3 clusters Score -2.30842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 195884 members 
Entering Unmasked Estep 
Score: -23084200.000000 Penalty: 6046.022461
	Iteration 49Q: 3 clusters Score -2.30842e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 195884 members 
Entering Unmasked Estep 
Score: -23084200.000000 Penalty: 6046.022461
	Iteration 50F: 3 clusters Score -2.30842e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45566.437500 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -45566.44 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 232 members 
Entering Unmasked Estep 
Score: -44064.011719 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -44064.01 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44252.835938 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -44252.84 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -44295.535156 Penalty: 3030.186768
	Iteration 2Q: 3 clusters Score -44295.54 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -44314.234375 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -44314.23 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -44321.703125 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -44321.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -44326.679688 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -44326.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44328.253906 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -44328.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -44334.562500 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -44334.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44338.503906 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -44338.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -44338.503906 Penalty: 3030.186768
	Iteration 9F: 3 clusters Score -44338.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -224238.093750 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -224238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -221536.328125 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -221536.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -222054.828125 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -222054.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -222197.750000 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -222197.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -222311.968750 Penalty: 3795.662842
	Iteration 3F: 3 clusters Score -222312 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -222393.390625 Penalty: 3795.662842
	Iteration 4Q: 3 clusters Score -222393.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -222496.734375 Penalty: 3795.662842
	Iteration 5Q: 3 clusters Score -222496.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -222673.437500 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -222673.4 nChanged 105
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: -222886.156250 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -222886.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -223153.531250 Penalty: 3795.662842
	Iteration 8F: 3 clusters Score -223153.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -223439.468750 Penalty: 3795.662842
	Iteration 9F: 3 clusters Score -223439.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -223719.640625 Penalty: 3795.662842
	Iteration 10F: 3 clusters Score -223719.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -223935.953125 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -223936 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -224106.750000 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -224106.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -224303.453125 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -224303.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -224423.984375 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -224424 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -224447.609375 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -224447.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -224451.640625 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -224451.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -224452.640625 Penalty: 3795.662842
	Iteration 17Q: 3 clusters Score -224452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -224452.640625 Penalty: 3795.662842
	Iteration 18F: 3 clusters Score -224452.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26447 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57263 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238900 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39628 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208567 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317692 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196725 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 1105 members 
Mstep: Class 29 contains 1001 members 
Entering Unmasked Estep 
Score: -161425504.000000 Penalty: 101876.304688
Splitting cluster 28 changes total score from -161426960.000000 to -161425504.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26447 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57263 members 
Mstep: Class 8 contains 2412 members 
Mstep: Class 9 contains 238900 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39628 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208567 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79074 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317692 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196725 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 439Q: 29 clusters Score -1.614269e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26450 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57264 members 
Mstep: Class 8 contains 2413 members 
Mstep: Class 9 contains 238900 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39627 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208567 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317693 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196722 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 440F: 29 clusters Score -1.614269e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26449 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57263 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238902 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39626 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208568 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79072 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317695 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196719 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 441Q: 29 clusters Score -1.614269e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26448 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238903 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39626 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208567 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79070 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317697 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196721 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426816.000000 Penalty: 98363.328125
Iteration 442Q: 29 clusters Score -1.614268e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26448 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238904 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39626 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208562 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79071 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317697 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196724 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426832.000000 Penalty: 98363.328125
Iteration 443Q: 29 clusters Score -1.614268e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26448 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238906 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39626 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208561 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317698 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196720 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426800.000000 Penalty: 98363.328125
Iteration 444Q: 29 clusters Score -1.614268e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26448 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238908 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39626 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208562 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79072 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317695 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196721 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 445Q: 29 clusters Score -1.614269e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26448 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238917 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39626 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208558 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79071 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317693 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196719 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426832.000000 Penalty: 98363.328125
Iteration 446Q: 29 clusters Score -1.614268e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26448 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238925 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39626 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208558 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79071 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317691 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196714 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426832.000000 Penalty: 98363.328125
Iteration 447Q: 29 clusters Score -1.614268e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26448 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238931 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208556 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79072 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317689 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196712 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426880.000000 Penalty: 98363.328125
Iteration 448Q: 29 clusters Score -1.614269e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26448 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238927 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208557 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317691 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196712 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 449Q: 29 clusters Score -1.614269e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26449 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238925 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208554 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24787 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317694 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196713 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426848.000000 Penalty: 98363.328125
Iteration 450Q: 29 clusters Score -1.614268e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26451 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238927 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208550 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317696 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196709 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426896.000000 Penalty: 98363.328125
Iteration 451Q: 29 clusters Score -1.614269e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26453 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238925 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208546 members 
Mstep: Class 15 contains 15343 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317696 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196713 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426880.000000 Penalty: 98363.328125
Iteration 452Q: 29 clusters Score -1.614269e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26456 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238923 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208547 members 
Mstep: Class 15 contains 15341 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317699 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196710 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426784.000000 Penalty: 98363.328125
Iteration 453Q: 29 clusters Score -1.614268e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26460 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238923 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208544 members 
Mstep: Class 15 contains 15340 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317704 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196705 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426848.000000 Penalty: 98363.328125
Iteration 454Q: 29 clusters Score -1.614268e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26462 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238920 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208544 members 
Mstep: Class 15 contains 15340 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317707 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196703 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426736.000000 Penalty: 98363.328125
Iteration 455Q: 29 clusters Score -1.614267e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26465 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238919 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208543 members 
Mstep: Class 15 contains 15340 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317708 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196701 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426832.000000 Penalty: 98363.328125
Iteration 456Q: 29 clusters Score -1.614268e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14041 members 
Mstep: Class 3 contains 26468 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238919 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208543 members 
Mstep: Class 15 contains 15339 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79072 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317709 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196699 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426848.000000 Penalty: 98363.328125
Iteration 457Q: 29 clusters Score -1.614268e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26470 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57262 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238919 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208545 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79071 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317708 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196699 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426848.000000 Penalty: 98363.328125
Iteration 458Q: 29 clusters Score -1.614268e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26474 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238917 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208542 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79071 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317708 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196701 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426896.000000 Penalty: 98363.328125
Iteration 459Q: 29 clusters Score -1.614269e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26477 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57259 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238918 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208542 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79071 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317708 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196699 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426768.000000 Penalty: 98363.328125
Iteration 460F: 29 clusters Score -1.614268e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26483 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57260 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238920 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208538 members 
Mstep: Class 15 contains 15338 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79071 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317705 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196697 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426896.000000 Penalty: 98363.328125
Iteration 461Q: 29 clusters Score -1.614269e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26488 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238920 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208538 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79071 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317701 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196697 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426832.000000 Penalty: 98363.328125
Iteration 462Q: 29 clusters Score -1.614268e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26488 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238921 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208536 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79071 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317701 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196698 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426816.000000 Penalty: 98363.328125
Iteration 463Q: 29 clusters Score -1.614268e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26488 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238922 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208535 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37976 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79071 members 
Mstep: Class 19 contains 11962 members 
Mstep: Class 20 contains 317700 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196698 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426816.000000 Penalty: 98363.328125
Iteration 464Q: 29 clusters Score -1.614268e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26488 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238922 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79072 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317700 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196698 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426752.000000 Penalty: 98363.328125
Iteration 465Q: 29 clusters Score -1.614268e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26488 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238922 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79072 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317702 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196696 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426784.000000 Penalty: 98363.328125
Iteration 466Q: 29 clusters Score -1.614268e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26488 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238923 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79072 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317703 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196695 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426784.000000 Penalty: 98363.328125
Iteration 467Q: 29 clusters Score -1.614268e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26489 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238925 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79072 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317705 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196690 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426800.000000 Penalty: 98363.328125
Iteration 468Q: 29 clusters Score -1.614268e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14040 members 
Mstep: Class 3 contains 26491 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238928 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79072 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317703 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196687 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426768.000000 Penalty: 98363.328125
Iteration 469Q: 29 clusters Score -1.614268e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26495 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238927 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18452 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317704 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196683 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426800.000000 Penalty: 98363.328125
Iteration 470Q: 29 clusters Score -1.614268e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26497 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238928 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208534 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79073 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317703 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19321 members 
Mstep: Class 26 contains 196682 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426800.000000 Penalty: 98363.328125
Iteration 471Q: 29 clusters Score -1.614268e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26499 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238928 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208533 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37974 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79076 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317699 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196681 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426752.000000 Penalty: 98363.328125
Iteration 472Q: 29 clusters Score -1.614268e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26503 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238928 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208528 members 
Mstep: Class 15 contains 15337 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317700 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196679 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 473Q: 29 clusters Score -1.614269e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14039 members 
Mstep: Class 3 contains 26506 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238928 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208523 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317700 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196682 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426880.000000 Penalty: 98363.328125
Iteration 474Q: 29 clusters Score -1.614269e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26510 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238926 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208521 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317695 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196688 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 475Q: 29 clusters Score -1.614269e+08 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26515 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238927 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39625 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208518 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317697 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196683 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426896.000000 Penalty: 98363.328125
Iteration 476Q: 29 clusters Score -1.614269e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26522 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57261 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238930 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39624 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208512 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37975 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317698 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19322 members 
Mstep: Class 26 contains 196679 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 477Q: 29 clusters Score -1.614269e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26522 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57263 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238931 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39622 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208513 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37977 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79076 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317699 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196674 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426864.000000 Penalty: 98363.328125
Iteration 478Q: 29 clusters Score -1.614269e+08 nChanged 13
Entering ConstructFrom: 
Score: -161426864.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (17064 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17064 members 
Entering Unmasked Estep 
Score: -1924512.625000 Penalty: 2416.692139
	Iteration 0F: 2 clusters Score -1924513 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -1912428.875000 Penalty: 4833.384277
	Iteration 0F: 3 clusters Score -1912429 nChanged 7500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1916482.375000 Penalty: 4833.384277
	Iteration 1F: 3 clusters Score -1916482 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1917076.000000 Penalty: 4833.384277
	Iteration 2F: 3 clusters Score -1917076 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -1917699.625000 Penalty: 4833.384277
	Iteration 3F: 3 clusters Score -1917700 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -1918362.375000 Penalty: 4833.384277
	Iteration 4F: 3 clusters Score -1918362 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1919014.375000 Penalty: 4833.384277
	Iteration 5F: 3 clusters Score -1919014 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1919546.125000 Penalty: 4833.384277
	Iteration 6F: 3 clusters Score -1919546 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1920031.500000 Penalty: 4833.384277
	Iteration 7Q: 3 clusters Score -1920032 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1920463.125000 Penalty: 4833.384277
	Iteration 8Q: 3 clusters Score -1920463 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1920893.625000 Penalty: 4833.384277
	Iteration 9Q: 3 clusters Score -1920894 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1921263.125000 Penalty: 4833.384277
	Iteration 10Q: 3 clusters Score -1921263 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -1921572.625000 Penalty: 4833.384277
	Iteration 11Q: 3 clusters Score -1921573 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1921803.125000 Penalty: 4833.384277
	Iteration 12Q: 3 clusters Score -1921803 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -1921964.875000 Penalty: 4833.384277
	Iteration 13Q: 3 clusters Score -1921965 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1922089.500000 Penalty: 4833.384277
	Iteration 14Q: 3 clusters Score -1922090 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1922189.000000 Penalty: 4833.384277
	Iteration 15Q: 3 clusters Score -1922189 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16039 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1922284.875000 Penalty: 4833.384277
	Iteration 16Q: 3 clusters Score -1922285 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1922365.125000 Penalty: 4833.384277
	Iteration 17Q: 3 clusters Score -1922365 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1922422.750000 Penalty: 4833.384277
	Iteration 18Q: 3 clusters Score -1922423 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1922454.500000 Penalty: 4833.384277
	Iteration 19Q: 3 clusters Score -1922454 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1922474.750000 Penalty: 4833.384277
	Iteration 20F: 3 clusters Score -1922475 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1922502.875000 Penalty: 4833.384277
	Iteration 21Q: 3 clusters Score -1922503 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1922520.000000 Penalty: 4833.384277
	Iteration 22Q: 3 clusters Score -1922520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1922531.375000 Penalty: 4833.384277
	Iteration 23Q: 3 clusters Score -1922531 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1922550.750000 Penalty: 4833.384277
	Iteration 24Q: 3 clusters Score -1922551 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1922563.375000 Penalty: 4833.384277
	Iteration 25Q: 3 clusters Score -1922563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1922576.500000 Penalty: 4833.384277
	Iteration 26Q: 3 clusters Score -1922576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1922587.750000 Penalty: 4833.384277
	Iteration 27Q: 3 clusters Score -1922588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16199 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1922596.125000 Penalty: 4833.384277
	Iteration 28Q: 3 clusters Score -1922596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -1922597.625000 Penalty: 4833.384277
	Iteration 29Q: 3 clusters Score -1922598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1922604.625000 Penalty: 4833.384277
	Iteration 30Q: 3 clusters Score -1922605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1922608.500000 Penalty: 4833.384277
	Iteration 31Q: 3 clusters Score -1922608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1922611.875000 Penalty: 4833.384277
	Iteration 32Q: 3 clusters Score -1922612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -1922611.750000 Penalty: 4833.384277
	Iteration 33Q: 3 clusters Score -1922612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1922610.500000 Penalty: 4833.384277
	Iteration 34Q: 3 clusters Score -1922610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1922614.500000 Penalty: 4833.384277
	Iteration 35Q: 3 clusters Score -1922614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1922614.500000 Penalty: 4833.384277
	Iteration 36F: 3 clusters Score -1922614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (14038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Entering Unmasked Estep 
Score: -1568622.000000 Penalty: 2368.281738
	Iteration 0F: 2 clusters Score -1568622 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1558298.375000 Penalty: 4736.563477
	Iteration 0F: 3 clusters Score -1558298 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -1561594.625000 Penalty: 4736.563477
	Iteration 1F: 3 clusters Score -1561595 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1562089.375000 Penalty: 4736.563477
	Iteration 2F: 3 clusters Score -1562089 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1562580.500000 Penalty: 4736.563477
	Iteration 3F: 3 clusters Score -1562580 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1563128.000000 Penalty: 4736.563477
	Iteration 4F: 3 clusters Score -1563128 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1563771.375000 Penalty: 4736.563477
	Iteration 5F: 3 clusters Score -1563771 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1564432.500000 Penalty: 4736.563477
	Iteration 6F: 3 clusters Score -1564432 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1565019.125000 Penalty: 4736.563477
	Iteration 7F: 3 clusters Score -1565019 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1565436.250000 Penalty: 4736.563477
	Iteration 8Q: 3 clusters Score -1565436 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10278 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1565833.125000 Penalty: 4736.563477
	Iteration 9Q: 3 clusters Score -1565833 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1566172.375000 Penalty: 4736.563477
	Iteration 10Q: 3 clusters Score -1566172 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1566412.250000 Penalty: 4736.563477
	Iteration 11Q: 3 clusters Score -1566412 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -1566534.875000 Penalty: 4736.563477
	Iteration 12Q: 3 clusters Score -1566535 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1566621.125000 Penalty: 4736.563477
	Iteration 13Q: 3 clusters Score -1566621 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1566690.000000 Penalty: 4736.563477
	Iteration 14Q: 3 clusters Score -1566690 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -1566743.250000 Penalty: 4736.563477
	Iteration 15Q: 3 clusters Score -1566743 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1566781.000000 Penalty: 4736.563477
	Iteration 16Q: 3 clusters Score -1566781 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1566806.375000 Penalty: 4736.563477
	Iteration 17Q: 3 clusters Score -1566806 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -1566829.125000 Penalty: 4736.563477
	Iteration 18Q: 3 clusters Score -1566829 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1566849.625000 Penalty: 4736.563477
	Iteration 19Q: 3 clusters Score -1566850 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1566870.375000 Penalty: 4736.563477
	Iteration 20F: 3 clusters Score -1566870 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -1566884.750000 Penalty: 4736.563477
	Iteration 21Q: 3 clusters Score -1566885 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1566898.375000 Penalty: 4736.563477
	Iteration 22Q: 3 clusters Score -1566898 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11431 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1566910.750000 Penalty: 4736.563477
	Iteration 23Q: 3 clusters Score -1566911 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1566917.750000 Penalty: 4736.563477
	Iteration 24Q: 3 clusters Score -1566918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1566923.875000 Penalty: 4736.563477
	Iteration 25Q: 3 clusters Score -1566924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1566926.625000 Penalty: 4736.563477
	Iteration 26Q: 3 clusters Score -1566927 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1566929.625000 Penalty: 4736.563477
	Iteration 27Q: 3 clusters Score -1566930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -1566932.750000 Penalty: 4736.563477
	Iteration 28Q: 3 clusters Score -1566933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1566939.500000 Penalty: 4736.563477
	Iteration 29Q: 3 clusters Score -1566940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11578 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1566940.875000 Penalty: 4736.563477
	Iteration 30Q: 3 clusters Score -1566941 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11589 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -1566945.250000 Penalty: 4736.563477
	Iteration 31Q: 3 clusters Score -1566945 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -1566948.875000 Penalty: 4736.563477
	Iteration 32Q: 3 clusters Score -1566949 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1566951.000000 Penalty: 4736.563477
	Iteration 33Q: 3 clusters Score -1566951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11647 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1566955.750000 Penalty: 4736.563477
	Iteration 34Q: 3 clusters Score -1566956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1566956.625000 Penalty: 4736.563477
	Iteration 35Q: 3 clusters Score -1566957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -1566962.125000 Penalty: 4736.563477
	Iteration 36Q: 3 clusters Score -1566962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1566964.125000 Penalty: 4736.563477
	Iteration 37Q: 3 clusters Score -1566964 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1566968.625000 Penalty: 4736.563477
	Iteration 38Q: 3 clusters Score -1566969 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1566971.250000 Penalty: 4736.563477
	Iteration 39Q: 3 clusters Score -1566971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1566974.000000 Penalty: 4736.563477
	Iteration 40F: 3 clusters Score -1566974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1566976.250000 Penalty: 4736.563477
	Iteration 41Q: 3 clusters Score -1566976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -1566974.625000 Penalty: 4736.563477
	Iteration 42Q: 3 clusters Score -1566975 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1566980.750000 Penalty: 4736.563477
	Iteration 43Q: 3 clusters Score -1566981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1566984.375000 Penalty: 4736.563477
	Iteration 44Q: 3 clusters Score -1566984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -1566985.000000 Penalty: 4736.563477
	Iteration 45Q: 3 clusters Score -1566985 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1566984.750000 Penalty: 4736.563477
	Iteration 46Q: 3 clusters Score -1566985 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -1566985.875000 Penalty: 4736.563477
	Iteration 47Q: 3 clusters Score -1566986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1566987.375000 Penalty: 4736.563477
	Iteration 48Q: 3 clusters Score -1566987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1566988.125000 Penalty: 4736.563477
	Iteration 49Q: 3 clusters Score -1566988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11819 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1566986.500000 Penalty: 4736.563477
	Iteration 50Q: 3 clusters Score -1566986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1566990.375000 Penalty: 4736.563477
	Iteration 51Q: 3 clusters Score -1566990 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1566991.500000 Penalty: 4736.563477
	Iteration 52Q: 3 clusters Score -1566992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1566990.500000 Penalty: 4736.563477
	Iteration 53Q: 3 clusters Score -1566990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1566994.625000 Penalty: 4736.563477
	Iteration 54Q: 3 clusters Score -1566995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -1566997.250000 Penalty: 4736.563477
	Iteration 55Q: 3 clusters Score -1566997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1566998.750000 Penalty: 4736.563477
	Iteration 56Q: 3 clusters Score -1566999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1567002.500000 Penalty: 4736.563477
	Iteration 57Q: 3 clusters Score -1567002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1567002.250000 Penalty: 4736.563477
	Iteration 58Q: 3 clusters Score -1567002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1567007.500000 Penalty: 4736.563477
	Iteration 59Q: 3 clusters Score -1567008 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11888 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1567011.625000 Penalty: 4736.563477
	Iteration 60F: 3 clusters Score -1567012 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1567010.625000 Penalty: 4736.563477
	Iteration 61Q: 3 clusters Score -1567011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1567012.875000 Penalty: 4736.563477
	Iteration 62Q: 3 clusters Score -1567013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1567014.625000 Penalty: 4736.563477
	Iteration 63Q: 3 clusters Score -1567015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1567018.250000 Penalty: 4736.563477
	Iteration 64Q: 3 clusters Score -1567018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1567016.625000 Penalty: 4736.563477
	Iteration 65Q: 3 clusters Score -1567017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1567020.250000 Penalty: 4736.563477
	Iteration 66Q: 3 clusters Score -1567020 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1567019.375000 Penalty: 4736.563477
	Iteration 67Q: 3 clusters Score -1567019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11949 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1567022.250000 Penalty: 4736.563477
	Iteration 68Q: 3 clusters Score -1567022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1567024.375000 Penalty: 4736.563477
	Iteration 69Q: 3 clusters Score -1567024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1567030.625000 Penalty: 4736.563477
	Iteration 70Q: 3 clusters Score -1567031 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1567028.500000 Penalty: 4736.563477
	Iteration 71Q: 3 clusters Score -1567028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1567031.125000 Penalty: 4736.563477
	Iteration 72Q: 3 clusters Score -1567031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1567030.250000 Penalty: 4736.563477
	Iteration 73Q: 3 clusters Score -1567030 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -1567030.250000 Penalty: 4736.563477
	Iteration 74F: 3 clusters Score -1567030 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (26523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26523 members 
Entering Unmasked Estep 
Score: -3171041.000000 Penalty: 2526.070312
	Iteration 0F: 2 clusters Score -3171041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3152743.250000 Penalty: 5052.140625
	Iteration 0F: 3 clusters Score -3152743 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -3159271.000000 Penalty: 5052.140625
	Iteration 1F: 3 clusters Score -3159271 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3159921.000000 Penalty: 5052.140625
	Iteration 2F: 3 clusters Score -3159921 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -3160639.500000 Penalty: 5052.140625
	Iteration 3F: 3 clusters Score -3160640 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3161510.000000 Penalty: 5052.140625
	Iteration 4F: 3 clusters Score -3161510 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9823 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3162659.250000 Penalty: 5052.140625
	Iteration 5F: 3 clusters Score -3162659 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8543 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -3164114.250000 Penalty: 5052.140625
	Iteration 6F: 3 clusters Score -3164114 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -3165904.750000 Penalty: 5052.140625
	Iteration 7F: 3 clusters Score -3165905 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -3167335.250000 Penalty: 5052.140625
	Iteration 8F: 3 clusters Score -3167335 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -3167946.000000 Penalty: 5052.140625
	Iteration 9Q: 3 clusters Score -3167946 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -3168183.500000 Penalty: 5052.140625
	Iteration 10Q: 3 clusters Score -3168184 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -3168322.500000 Penalty: 5052.140625
	Iteration 11Q: 3 clusters Score -3168322 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -3168435.500000 Penalty: 5052.140625
	Iteration 12Q: 3 clusters Score -3168436 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 21973 members 
Entering Unmasked Estep 
Score: -3168498.000000 Penalty: 5052.140625
	Iteration 13Q: 3 clusters Score -3168498 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -3168550.250000 Penalty: 5052.140625
	Iteration 14Q: 3 clusters Score -3168550 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -3168617.500000 Penalty: 5052.140625
	Iteration 15Q: 3 clusters Score -3168618 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3168667.250000 Penalty: 5052.140625
	Iteration 16Q: 3 clusters Score -3168667 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -3168701.000000 Penalty: 5052.140625
	Iteration 17Q: 3 clusters Score -3168701 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -3168719.750000 Penalty: 5052.140625
	Iteration 18Q: 3 clusters Score -3168720 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -3168766.500000 Penalty: 5052.140625
	Iteration 19Q: 3 clusters Score -3168766 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 22987 members 
Entering Unmasked Estep 
Score: -3168801.250000 Penalty: 5052.140625
	Iteration 20F: 3 clusters Score -3168801 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3168846.500000 Penalty: 5052.140625
	Iteration 21Q: 3 clusters Score -3168846 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 23238 members 
Entering Unmasked Estep 
Score: -3168882.750000 Penalty: 5052.140625
	Iteration 22Q: 3 clusters Score -3168883 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3168907.750000 Penalty: 5052.140625
	Iteration 23Q: 3 clusters Score -3168908 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 23438 members 
Entering Unmasked Estep 
Score: -3168948.750000 Penalty: 5052.140625
	Iteration 24Q: 3 clusters Score -3168949 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -3168984.500000 Penalty: 5052.140625
	Iteration 25Q: 3 clusters Score -3168984 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3169016.500000 Penalty: 5052.140625
	Iteration 26Q: 3 clusters Score -3169016 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -3169034.750000 Penalty: 5052.140625
	Iteration 27Q: 3 clusters Score -3169035 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -3169068.750000 Penalty: 5052.140625
	Iteration 28Q: 3 clusters Score -3169069 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -3169097.000000 Penalty: 5052.140625
	Iteration 29Q: 3 clusters Score -3169097 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3169099.000000 Penalty: 5052.140625
	Iteration 30Q: 3 clusters Score -3169099 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 23947 members 
Entering Unmasked Estep 
Score: -3169110.750000 Penalty: 5052.140625
	Iteration 31Q: 3 clusters Score -3169111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -3169116.250000 Penalty: 5052.140625
	Iteration 32Q: 3 clusters Score -3169116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -3169113.500000 Penalty: 5052.140625
	Iteration 33Q: 3 clusters Score -3169114 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3169119.750000 Penalty: 5052.140625
	Iteration 34Q: 3 clusters Score -3169120 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -3169129.500000 Penalty: 5052.140625
	Iteration 35Q: 3 clusters Score -3169130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 24085 members 
Entering Unmasked Estep 
Score: -3169132.750000 Penalty: 5052.140625
	Iteration 36Q: 3 clusters Score -3169133 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -3169149.750000 Penalty: 5052.140625
	Iteration 37Q: 3 clusters Score -3169150 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3169163.750000 Penalty: 5052.140625
	Iteration 38Q: 3 clusters Score -3169164 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -3169168.250000 Penalty: 5052.140625
	Iteration 39Q: 3 clusters Score -3169168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -3169175.000000 Penalty: 5052.140625
	Iteration 40F: 3 clusters Score -3169175 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -3169185.750000 Penalty: 5052.140625
	Iteration 41Q: 3 clusters Score -3169186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -3169194.000000 Penalty: 5052.140625
	Iteration 42Q: 3 clusters Score -3169194 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -3169198.500000 Penalty: 5052.140625
	Iteration 43Q: 3 clusters Score -3169198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 24337 members 
Entering Unmasked Estep 
Score: -3169204.250000 Penalty: 5052.140625
	Iteration 44Q: 3 clusters Score -3169204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -3169214.000000 Penalty: 5052.140625
	Iteration 45Q: 3 clusters Score -3169214 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -3169213.250000 Penalty: 5052.140625
	Iteration 46Q: 3 clusters Score -3169213 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 24411 members 
Entering Unmasked Estep 
Score: -3169227.500000 Penalty: 5052.140625
	Iteration 47Q: 3 clusters Score -3169228 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -3169229.750000 Penalty: 5052.140625
	Iteration 48Q: 3 clusters Score -3169230 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 24465 members 
Entering Unmasked Estep 
Score: -3169243.000000 Penalty: 5052.140625
	Iteration 49Q: 3 clusters Score -3169243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -3169251.250000 Penalty: 5052.140625
	Iteration 50Q: 3 clusters Score -3169251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -3169246.750000 Penalty: 5052.140625
	Iteration 51Q: 3 clusters Score -3169247 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -3169243.000000 Penalty: 5052.140625
	Iteration 52Q: 3 clusters Score -3169243 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 24529 members 
Entering Unmasked Estep 
Score: -3169247.500000 Penalty: 5052.140625
	Iteration 53Q: 3 clusters Score -3169248 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 24547 members 
Entering Unmasked Estep 
Score: -3169248.750000 Penalty: 5052.140625
	Iteration 54Q: 3 clusters Score -3169249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 24571 members 
Entering Unmasked Estep 
Score: -3169248.750000 Penalty: 5052.140625
	Iteration 55Q: 3 clusters Score -3169249 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 24595 members 
Entering Unmasked Estep 
Score: -3169256.000000 Penalty: 5052.140625
	Iteration 56Q: 3 clusters Score -3169256 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -3169267.000000 Penalty: 5052.140625
	Iteration 57Q: 3 clusters Score -3169267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 24638 members 
Entering Unmasked Estep 
Score: -3169271.500000 Penalty: 5052.140625
	Iteration 58Q: 3 clusters Score -3169272 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 24654 members 
Entering Unmasked Estep 
Score: -3169278.500000 Penalty: 5052.140625
	Iteration 59Q: 3 clusters Score -3169278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 24666 members 
Entering Unmasked Estep 
Score: -3169282.000000 Penalty: 5052.140625
	Iteration 60F: 3 clusters Score -3169282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -3169283.000000 Penalty: 5052.140625
	Iteration 61Q: 3 clusters Score -3169283 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -3169287.750000 Penalty: 5052.140625
	Iteration 62Q: 3 clusters Score -3169288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 24696 members 
Entering Unmasked Estep 
Score: -3169295.000000 Penalty: 5052.140625
	Iteration 63Q: 3 clusters Score -3169295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -3169295.750000 Penalty: 5052.140625
	Iteration 64Q: 3 clusters Score -3169296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -3169300.000000 Penalty: 5052.140625
	Iteration 65Q: 3 clusters Score -3169300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -3169297.000000 Penalty: 5052.140625
	Iteration 66Q: 3 clusters Score -3169297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -3169299.000000 Penalty: 5052.140625
	Iteration 67Q: 3 clusters Score -3169299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 24724 members 
Entering Unmasked Estep 
Score: -3169298.750000 Penalty: 5052.140625
	Iteration 68Q: 3 clusters Score -3169299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -3169301.750000 Penalty: 5052.140625
	Iteration 69Q: 3 clusters Score -3169302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -3169300.500000 Penalty: 5052.140625
	Iteration 70Q: 3 clusters Score -3169300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -3169304.750000 Penalty: 5052.140625
	Iteration 71Q: 3 clusters Score -3169305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -3169304.750000 Penalty: 5052.140625
	Iteration 72Q: 3 clusters Score -3169305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -3169308.500000 Penalty: 5052.140625
	Iteration 73Q: 3 clusters Score -3169308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 24751 members 
Entering Unmasked Estep 
Score: -3169304.750000 Penalty: 5052.140625
	Iteration 74Q: 3 clusters Score -3169305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -3169308.250000 Penalty: 5052.140625
	Iteration 75Q: 3 clusters Score -3169308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -3169308.250000 Penalty: 5052.140625
	Iteration 76Q: 3 clusters Score -3169308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24757 members 
Entering Unmasked Estep 
Score: -3169310.000000 Penalty: 5052.140625
	Iteration 77Q: 3 clusters Score -3169310 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3169309.500000 Penalty: 5052.140625
	Iteration 78Q: 3 clusters Score -3169310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 24768 members 
Entering Unmasked Estep 
Score: -3169313.500000 Penalty: 5052.140625
	Iteration 79Q: 3 clusters Score -3169314 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -3169311.750000 Penalty: 5052.140625
	Iteration 80F: 3 clusters Score -3169312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 24781 members 
Entering Unmasked Estep 
Score: -3169314.250000 Penalty: 5052.140625
	Iteration 81Q: 3 clusters Score -3169314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 24787 members 
Entering Unmasked Estep 
Score: -3169315.500000 Penalty: 5052.140625
	Iteration 82Q: 3 clusters Score -3169316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 24788 members 
Entering Unmasked Estep 
Score: -3169316.500000 Penalty: 5052.140625
	Iteration 83Q: 3 clusters Score -3169316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -3169319.000000 Penalty: 5052.140625
	Iteration 84Q: 3 clusters Score -3169319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -3169323.500000 Penalty: 5052.140625
	Iteration 85Q: 3 clusters Score -3169324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
Score: -3169324.000000 Penalty: 5052.140625
	Iteration 86Q: 3 clusters Score -3169324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 24798 members 
Entering Unmasked Estep 
Score: -3169323.000000 Penalty: 5052.140625
	Iteration 87Q: 3 clusters Score -3169323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 24799 members 
Entering Unmasked Estep 
Score: -3169322.000000 Penalty: 5052.140625
	Iteration 88Q: 3 clusters Score -3169322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 24800 members 
Entering Unmasked Estep 
Score: -3169321.250000 Penalty: 5052.140625
	Iteration 89Q: 3 clusters Score -3169321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -3169320.500000 Penalty: 5052.140625
	Iteration 90Q: 3 clusters Score -3169320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -3169320.000000 Penalty: 5052.140625
	Iteration 91Q: 3 clusters Score -3169320 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3169319.750000 Penalty: 5052.140625
	Iteration 92Q: 3 clusters Score -3169320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -3169319.750000 Penalty: 5052.140625
	Iteration 93F: 3 clusters Score -3169320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Entering Unmasked Estep 
Score: -1411958.250000 Penalty: 2325.422119
	Iteration 0F: 2 clusters Score -1411958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1403025.625000 Penalty: 4650.844238
	Iteration 0F: 3 clusters Score -1403026 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1405697.250000 Penalty: 4650.844238
	Iteration 1F: 3 clusters Score -1405697 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1406056.250000 Penalty: 4650.844238
	Iteration 2F: 3 clusters Score -1406056 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1406326.250000 Penalty: 4650.844238
	Iteration 3F: 3 clusters Score -1406326 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1406542.125000 Penalty: 4650.844238
	Iteration 4Q: 3 clusters Score -1406542 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
Score: -1406731.625000 Penalty: 4650.844238
	Iteration 5Q: 3 clusters Score -1406732 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1406910.750000 Penalty: 4650.844238
	Iteration 6Q: 3 clusters Score -1406911 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1407099.250000 Penalty: 4650.844238
	Iteration 7Q: 3 clusters Score -1407099 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1407281.000000 Penalty: 4650.844238
	Iteration 8Q: 3 clusters Score -1407281 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1407475.875000 Penalty: 4650.844238
	Iteration 9Q: 3 clusters Score -1407476 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -1407694.375000 Penalty: 4650.844238
	Iteration 10Q: 3 clusters Score -1407694 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1407941.125000 Penalty: 4650.844238
	Iteration 11Q: 3 clusters Score -1407941 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -1408214.000000 Penalty: 4650.844238
	Iteration 12Q: 3 clusters Score -1408214 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 7628 members 
Entering Unmasked Estep 
Score: -1408495.125000 Penalty: 4650.844238
	Iteration 13Q: 3 clusters Score -1408495 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1408769.250000 Penalty: 4650.844238
	Iteration 14Q: 3 clusters Score -1408769 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1409021.625000 Penalty: 4650.844238
	Iteration 15Q: 3 clusters Score -1409022 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -1409193.500000 Penalty: 4650.844238
	Iteration 16Q: 3 clusters Score -1409194 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1409321.125000 Penalty: 4650.844238
	Iteration 17Q: 3 clusters Score -1409321 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -1409435.375000 Penalty: 4650.844238
	Iteration 18Q: 3 clusters Score -1409435 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1409519.500000 Penalty: 4650.844238
	Iteration 19Q: 3 clusters Score -1409520 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1409584.500000 Penalty: 4650.844238
	Iteration 20F: 3 clusters Score -1409584 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1409632.250000 Penalty: 4650.844238
	Iteration 21Q: 3 clusters Score -1409632 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -1409672.000000 Penalty: 4650.844238
	Iteration 22Q: 3 clusters Score -1409672 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1409697.250000 Penalty: 4650.844238
	Iteration 23Q: 3 clusters Score -1409697 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -1409719.500000 Penalty: 4650.844238
	Iteration 24Q: 3 clusters Score -1409720 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1409733.875000 Penalty: 4650.844238
	Iteration 25Q: 3 clusters Score -1409734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -1409759.375000 Penalty: 4650.844238
	Iteration 26Q: 3 clusters Score -1409759 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1409770.250000 Penalty: 4650.844238
	Iteration 27Q: 3 clusters Score -1409770 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -1409776.500000 Penalty: 4650.844238
	Iteration 28Q: 3 clusters Score -1409776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1409787.375000 Penalty: 4650.844238
	Iteration 29Q: 3 clusters Score -1409787 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -1409787.625000 Penalty: 4650.844238
	Iteration 30Q: 3 clusters Score -1409788 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1409794.875000 Penalty: 4650.844238
	Iteration 31Q: 3 clusters Score -1409795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 8810 members 
Entering Unmasked Estep 
Score: -1409798.875000 Penalty: 4650.844238
	Iteration 32Q: 3 clusters Score -1409799 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1409800.625000 Penalty: 4650.844238
	Iteration 33Q: 3 clusters Score -1409801 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1409799.750000 Penalty: 4650.844238
	Iteration 34Q: 3 clusters Score -1409800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -1409801.375000 Penalty: 4650.844238
	Iteration 35Q: 3 clusters Score -1409801 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1409802.125000 Penalty: 4650.844238
	Iteration 36Q: 3 clusters Score -1409802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1409802.750000 Penalty: 4650.844238
	Iteration 37Q: 3 clusters Score -1409803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -1409803.000000 Penalty: 4650.844238
	Iteration 38Q: 3 clusters Score -1409803 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1409808.125000 Penalty: 4650.844238
	Iteration 39Q: 3 clusters Score -1409808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -1409814.250000 Penalty: 4650.844238
	Iteration 40F: 3 clusters Score -1409814 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1409815.250000 Penalty: 4650.844238
	Iteration 41Q: 3 clusters Score -1409815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1409820.125000 Penalty: 4650.844238
	Iteration 42Q: 3 clusters Score -1409820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -1409822.250000 Penalty: 4650.844238
	Iteration 43Q: 3 clusters Score -1409822 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -1409828.375000 Penalty: 4650.844238
	Iteration 44Q: 3 clusters Score -1409828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 8934 members 
Entering Unmasked Estep 
Score: -1409830.625000 Penalty: 4650.844238
	Iteration 45Q: 3 clusters Score -1409831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1409832.875000 Penalty: 4650.844238
	Iteration 46Q: 3 clusters Score -1409833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1409832.875000 Penalty: 4650.844238
	Iteration 47Q: 3 clusters Score -1409833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -1409833.750000 Penalty: 4650.844238
	Iteration 48Q: 3 clusters Score -1409834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1409833.250000 Penalty: 4650.844238
	Iteration 49Q: 3 clusters Score -1409833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 8939 members 
Entering Unmasked Estep 
Score: -1409833.250000 Penalty: 4650.844238
	Iteration 50F: 3 clusters Score -1409833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (3731 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Entering Unmasked Estep 
Score: -423103.937500 Penalty: 2039.659180
	Iteration 0F: 2 clusters Score -423103.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -419335.687500 Penalty: 4079.318359
	Iteration 0F: 3 clusters Score -419335.7 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -420133.218750 Penalty: 4079.318359
	Iteration 1F: 3 clusters Score -420133.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -420303.593750 Penalty: 4079.318359
	Iteration 2F: 3 clusters Score -420303.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -420392.500000 Penalty: 4079.318359
	Iteration 3Q: 3 clusters Score -420392.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -420441.250000 Penalty: 4079.318359
	Iteration 4Q: 3 clusters Score -420441.2 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -420493.687500 Penalty: 4079.318359
	Iteration 5Q: 3 clusters Score -420493.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -420536.437500 Penalty: 4079.318359
	Iteration 6Q: 3 clusters Score -420536.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -420561.187500 Penalty: 4079.318359
	Iteration 7Q: 3 clusters Score -420561.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -420577.093750 Penalty: 4079.318359
	Iteration 8Q: 3 clusters Score -420577.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -420595.750000 Penalty: 4079.318359
	Iteration 9Q: 3 clusters Score -420595.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -420614.812500 Penalty: 4079.318359
	Iteration 10Q: 3 clusters Score -420614.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -420629.593750 Penalty: 4079.318359
	Iteration 11Q: 3 clusters Score -420629.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -420637.718750 Penalty: 4079.318359
	Iteration 12Q: 3 clusters Score -420637.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -420642.281250 Penalty: 4079.318359
	Iteration 13Q: 3 clusters Score -420642.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -420648.125000 Penalty: 4079.318359
	Iteration 14Q: 3 clusters Score -420648.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -420652.843750 Penalty: 4079.318359
	Iteration 15Q: 3 clusters Score -420652.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -420656.125000 Penalty: 4079.318359
	Iteration 16Q: 3 clusters Score -420656.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -420658.343750 Penalty: 4079.318359
	Iteration 17Q: 3 clusters Score -420658.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -420662.437500 Penalty: 4079.318359
	Iteration 18Q: 3 clusters Score -420662.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -420664.093750 Penalty: 4079.318359
	Iteration 19Q: 3 clusters Score -420664.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -420665.687500 Penalty: 4079.318359
	Iteration 20F: 3 clusters Score -420665.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -420666.593750 Penalty: 4079.318359
	Iteration 21Q: 3 clusters Score -420666.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -420666.500000 Penalty: 4079.318359
	Iteration 22Q: 3 clusters Score -420666.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -420667.406250 Penalty: 4079.318359
	Iteration 23Q: 3 clusters Score -420667.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -420668.687500 Penalty: 4079.318359
	Iteration 24Q: 3 clusters Score -420668.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -420669.125000 Penalty: 4079.318359
	Iteration 25Q: 3 clusters Score -420669.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -420669.937500 Penalty: 4079.318359
	Iteration 26Q: 3 clusters Score -420669.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -420671.125000 Penalty: 4079.318359
	Iteration 27Q: 3 clusters Score -420671.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -420671.125000 Penalty: 4079.318359
	Iteration 28F: 3 clusters Score -420671.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (6906 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Entering Unmasked Estep 
Score: -772197.687500 Penalty: 2192.356201
	Iteration 0F: 2 clusters Score -772197.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -766504.250000 Penalty: 4384.712402
	Iteration 0F: 3 clusters Score -766504.2 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -767992.437500 Penalty: 4384.712402
	Iteration 1F: 3 clusters Score -767992.4 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -768288.312500 Penalty: 4384.712402
	Iteration 2F: 3 clusters Score -768288.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -768484.562500 Penalty: 4384.712402
	Iteration 3F: 3 clusters Score -768484.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -768610.187500 Penalty: 4384.712402
	Iteration 4Q: 3 clusters Score -768610.2 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -768717.562500 Penalty: 4384.712402
	Iteration 5Q: 3 clusters Score -768717.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -768831.000000 Penalty: 4384.712402
	Iteration 6Q: 3 clusters Score -768831 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -768936.625000 Penalty: 4384.712402
	Iteration 7Q: 3 clusters Score -768936.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -769023.875000 Penalty: 4384.712402
	Iteration 8Q: 3 clusters Score -769023.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -769103.812500 Penalty: 4384.712402
	Iteration 9Q: 3 clusters Score -769103.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -769180.937500 Penalty: 4384.712402
	Iteration 10Q: 3 clusters Score -769180.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -769267.875000 Penalty: 4384.712402
	Iteration 11Q: 3 clusters Score -769267.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -769353.437500 Penalty: 4384.712402
	Iteration 12Q: 3 clusters Score -769353.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -769450.750000 Penalty: 4384.712402
	Iteration 13Q: 3 clusters Score -769450.8 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -769535.062500 Penalty: 4384.712402
	Iteration 14Q: 3 clusters Score -769535.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -769626.625000 Penalty: 4384.712402
	Iteration 15Q: 3 clusters Score -769626.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -769711.812500 Penalty: 4384.712402
	Iteration 16Q: 3 clusters Score -769711.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -769790.937500 Penalty: 4384.712402
	Iteration 17Q: 3 clusters Score -769790.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -769874.437500 Penalty: 4384.712402
	Iteration 18Q: 3 clusters Score -769874.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -769960.500000 Penalty: 4384.712402
	Iteration 19Q: 3 clusters Score -769960.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -770028.250000 Penalty: 4384.712402
	Iteration 20F: 3 clusters Score -770028.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -770069.875000 Penalty: 4384.712402
	Iteration 21Q: 3 clusters Score -770069.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -770112.687500 Penalty: 4384.712402
	Iteration 22Q: 3 clusters Score -770112.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -770146.687500 Penalty: 4384.712402
	Iteration 23Q: 3 clusters Score -770146.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -770185.625000 Penalty: 4384.712402
	Iteration 24Q: 3 clusters Score -770185.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -770223.500000 Penalty: 4384.712402
	Iteration 25Q: 3 clusters Score -770223.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -770242.687500 Penalty: 4384.712402
	Iteration 26Q: 3 clusters Score -770242.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -770262.250000 Penalty: 4384.712402
	Iteration 27Q: 3 clusters Score -770262.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -770276.625000 Penalty: 4384.712402
	Iteration 28Q: 3 clusters Score -770276.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -770287.500000 Penalty: 4384.712402
	Iteration 29Q: 3 clusters Score -770287.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -770297.000000 Penalty: 4384.712402
	Iteration 30Q: 3 clusters Score -770297 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -770302.375000 Penalty: 4384.712402
	Iteration 31Q: 3 clusters Score -770302.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -770308.625000 Penalty: 4384.712402
	Iteration 32Q: 3 clusters Score -770308.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -770310.875000 Penalty: 4384.712402
	Iteration 33Q: 3 clusters Score -770310.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -770314.875000 Penalty: 4384.712402
	Iteration 34Q: 3 clusters Score -770314.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -770315.875000 Penalty: 4384.712402
	Iteration 35Q: 3 clusters Score -770315.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -770316.000000 Penalty: 4384.712402
	Iteration 36Q: 3 clusters Score -770316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6387 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -770316.500000 Penalty: 4384.712402
	Iteration 37Q: 3 clusters Score -770316.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -770317.500000 Penalty: 4384.712402
	Iteration 38Q: 3 clusters Score -770317.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -770317.812500 Penalty: 4384.712402
	Iteration 39Q: 3 clusters Score -770317.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -770317.812500 Penalty: 4384.712402
	Iteration 40F: 3 clusters Score -770317.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (57265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57265 members 
Entering Unmasked Estep 
Score: -6644572.000000 Penalty: 2716.950439
	Iteration 0F: 2 clusters Score -6644572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -6605877.500000 Penalty: 5433.900879
	Iteration 0F: 3 clusters Score -6605878 nChanged 26621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -6620902.000000 Penalty: 5433.900879
	Iteration 1F: 3 clusters Score -6620902 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -6621463.500000 Penalty: 5433.900879
	Iteration 2Q: 3 clusters Score -6621464 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27432 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -6622011.500000 Penalty: 5433.900879
	Iteration 3Q: 3 clusters Score -6622012 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -6622670.500000 Penalty: 5433.900879
	Iteration 4Q: 3 clusters Score -6622670 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25880 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -6623346.000000 Penalty: 5433.900879
	Iteration 5Q: 3 clusters Score -6623346 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -6624188.500000 Penalty: 5433.900879
	Iteration 6Q: 3 clusters Score -6624188 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -6625311.500000 Penalty: 5433.900879
	Iteration 7Q: 3 clusters Score -6625312 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -6626897.000000 Penalty: 5433.900879
	Iteration 8Q: 3 clusters Score -6626897 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -6628801.000000 Penalty: 5433.900879
	Iteration 9F: 3 clusters Score -6628801 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 41029 members 
Entering Unmasked Estep 
Score: -6630888.000000 Penalty: 5433.900879
	Iteration 10F: 3 clusters Score -6630888 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -6632945.500000 Penalty: 5433.900879
	Iteration 11F: 3 clusters Score -6632946 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 45947 members 
Entering Unmasked Estep 
Score: -6634812.500000 Penalty: 5433.900879
	Iteration 12Q: 3 clusters Score -6634812 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 48049 members 
Entering Unmasked Estep 
Score: -6636411.000000 Penalty: 5433.900879
	Iteration 13Q: 3 clusters Score -6636411 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 49824 members 
Entering Unmasked Estep 
Score: -6637655.000000 Penalty: 5433.900879
	Iteration 14Q: 3 clusters Score -6637655 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 51338 members 
Entering Unmasked Estep 
Score: -6638735.000000 Penalty: 5433.900879
	Iteration 15Q: 3 clusters Score -6638735 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 52575 members 
Entering Unmasked Estep 
Score: -6639507.000000 Penalty: 5433.900879
	Iteration 16Q: 3 clusters Score -6639507 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 53550 members 
Entering Unmasked Estep 
Score: -6640188.500000 Penalty: 5433.900879
	Iteration 17Q: 3 clusters Score -6640188 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 54337 members 
Entering Unmasked Estep 
Score: -6640688.500000 Penalty: 5433.900879
	Iteration 18Q: 3 clusters Score -6640688 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -6641066.500000 Penalty: 5433.900879
	Iteration 19Q: 3 clusters Score -6641066 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 55399 members 
Entering Unmasked Estep 
Score: -6641351.500000 Penalty: 5433.900879
	Iteration 20F: 3 clusters Score -6641352 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 55759 members 
Entering Unmasked Estep 
Score: -6641592.500000 Penalty: 5433.900879
	Iteration 21Q: 3 clusters Score -6641592 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -6641765.000000 Penalty: 5433.900879
	Iteration 22Q: 3 clusters Score -6641765 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 56189 members 
Entering Unmasked Estep 
Score: -6641874.000000 Penalty: 5433.900879
	Iteration 23Q: 3 clusters Score -6641874 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -6641946.000000 Penalty: 5433.900879
	Iteration 24Q: 3 clusters Score -6641946 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 56402 members 
Entering Unmasked Estep 
Score: -6641995.000000 Penalty: 5433.900879
	Iteration 25Q: 3 clusters Score -6641995 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 56459 members 
Entering Unmasked Estep 
Score: -6642014.500000 Penalty: 5433.900879
	Iteration 26Q: 3 clusters Score -6642014 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 56506 members 
Entering Unmasked Estep 
Score: -6642050.500000 Penalty: 5433.900879
	Iteration 27Q: 3 clusters Score -6642050 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 56541 members 
Entering Unmasked Estep 
Score: -6642078.500000 Penalty: 5433.900879
	Iteration 28Q: 3 clusters Score -6642078 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -6642104.000000 Penalty: 5433.900879
	Iteration 29Q: 3 clusters Score -6642104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 56590 members 
Entering Unmasked Estep 
Score: -6642108.000000 Penalty: 5433.900879
	Iteration 30Q: 3 clusters Score -6642108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 56604 members 
Entering Unmasked Estep 
Score: -6642116.000000 Penalty: 5433.900879
	Iteration 31Q: 3 clusters Score -6642116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -6642125.000000 Penalty: 5433.900879
	Iteration 32Q: 3 clusters Score -6642125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 56622 members 
Entering Unmasked Estep 
Score: -6642128.500000 Penalty: 5433.900879
	Iteration 33Q: 3 clusters Score -6642128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 56630 members 
Entering Unmasked Estep 
Score: -6642138.000000 Penalty: 5433.900879
	Iteration 34Q: 3 clusters Score -6642138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 56636 members 
Entering Unmasked Estep 
Score: -6642146.500000 Penalty: 5433.900879
	Iteration 35Q: 3 clusters Score -6642146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 56644 members 
Entering Unmasked Estep 
Score: -6642149.500000 Penalty: 5433.900879
	Iteration 36Q: 3 clusters Score -6642150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 56652 members 
Entering Unmasked Estep 
Score: -6642156.500000 Penalty: 5433.900879
	Iteration 37Q: 3 clusters Score -6642156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -6642157.500000 Penalty: 5433.900879
	Iteration 38Q: 3 clusters Score -6642158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 56655 members 
Entering Unmasked Estep 
Score: -6642166.500000 Penalty: 5433.900879
	Iteration 39Q: 3 clusters Score -6642166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 56654 members 
Entering Unmasked Estep 
Score: -6642163.500000 Penalty: 5433.900879
	Iteration 40F: 3 clusters Score -6642164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Entering Unmasked Estep 
Score: -252185.781250 Penalty: 1931.784668
	Iteration 0F: 2 clusters Score -252185.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -249293.640625 Penalty: 3863.569336
	Iteration 0F: 3 clusters Score -249293.6 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -249877.203125 Penalty: 3863.569336
	Iteration 1F: 3 clusters Score -249877.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -250086.500000 Penalty: 3863.569336
	Iteration 2F: 3 clusters Score -250086.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -250208.125000 Penalty: 3863.569336
	Iteration 3F: 3 clusters Score -250208.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -250292.250000 Penalty: 3863.569336
	Iteration 4Q: 3 clusters Score -250292.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -250347.218750 Penalty: 3863.569336
	Iteration 5Q: 3 clusters Score -250347.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -250386.484375 Penalty: 3863.569336
	Iteration 6Q: 3 clusters Score -250386.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -250418.875000 Penalty: 3863.569336
	Iteration 7Q: 3 clusters Score -250418.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -250445.718750 Penalty: 3863.569336
	Iteration 8Q: 3 clusters Score -250445.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -250467.875000 Penalty: 3863.569336
	Iteration 9Q: 3 clusters Score -250467.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -250481.562500 Penalty: 3863.569336
	Iteration 10Q: 3 clusters Score -250481.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -250488.500000 Penalty: 3863.569336
	Iteration 11Q: 3 clusters Score -250488.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -250491.343750 Penalty: 3863.569336
	Iteration 12Q: 3 clusters Score -250491.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -250494.093750 Penalty: 3863.569336
	Iteration 13Q: 3 clusters Score -250494.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -250496.656250 Penalty: 3863.569336
	Iteration 14Q: 3 clusters Score -250496.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -250499.500000 Penalty: 3863.569336
	Iteration 15Q: 3 clusters Score -250499.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -250500.843750 Penalty: 3863.569336
	Iteration 16Q: 3 clusters Score -250500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -250501.203125 Penalty: 3863.569336
	Iteration 17Q: 3 clusters Score -250501.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -250501.812500 Penalty: 3863.569336
	Iteration 18Q: 3 clusters Score -250501.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -250501.812500 Penalty: 3863.569336
	Iteration 19F: 3 clusters Score -250501.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (238931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238931 members 
Entering Unmasked Estep 
Score: -28100136.000000 Penalty: 3071.214600
	Iteration 0F: 2 clusters Score -2.810014e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119519 members 
Mstep: Class 2 contains 119412 members 
Entering Unmasked Estep 
Score: -27948266.000000 Penalty: 6142.429199
	Iteration 0F: 3 clusters Score -2.794827e+07 nChanged 115259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118660 members 
Mstep: Class 2 contains 120271 members 
Entering Unmasked Estep 
Score: -28016106.000000 Penalty: 6142.429199
	Iteration 1F: 3 clusters Score -2.801611e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118477 members 
Mstep: Class 2 contains 120454 members 
Entering Unmasked Estep 
Score: -28017390.000000 Penalty: 6142.429199
	Iteration 2Q: 3 clusters Score -2.801739e+07 nChanged 6740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118119 members 
Mstep: Class 2 contains 120812 members 
Entering Unmasked Estep 
Score: -28019400.000000 Penalty: 6142.429199
	Iteration 3Q: 3 clusters Score -2.80194e+07 nChanged 7741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117438 members 
Mstep: Class 2 contains 121493 members 
Entering Unmasked Estep 
Score: -28021912.000000 Penalty: 6142.429199
	Iteration 4Q: 3 clusters Score -2.802191e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116116 members 
Mstep: Class 2 contains 122815 members 
Entering Unmasked Estep 
Score: -28025400.000000 Penalty: 6142.429199
	Iteration 5Q: 3 clusters Score -2.80254e+07 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113662 members 
Mstep: Class 2 contains 125269 members 
Entering Unmasked Estep 
Score: -28030250.000000 Penalty: 6142.429199
	Iteration 6Q: 3 clusters Score -2.803025e+07 nChanged 12811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109611 members 
Mstep: Class 2 contains 129320 members 
Entering Unmasked Estep 
Score: -28037146.000000 Penalty: 6142.429199
	Iteration 7F: 3 clusters Score -2.803715e+07 nChanged 15105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103792 members 
Mstep: Class 2 contains 135139 members 
Entering Unmasked Estep 
Score: -28047556.000000 Penalty: 6142.429199
	Iteration 8F: 3 clusters Score -2.804756e+07 nChanged 16644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97002 members 
Mstep: Class 2 contains 141929 members 
Entering Unmasked Estep 
Score: -28060608.000000 Penalty: 6142.429199
	Iteration 9F: 3 clusters Score -2.806061e+07 nChanged 15830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90840 members 
Mstep: Class 2 contains 148091 members 
Entering Unmasked Estep 
Score: -28072292.000000 Penalty: 6142.429199
	Iteration 10F: 3 clusters Score -2.807229e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86341 members 
Mstep: Class 2 contains 152590 members 
Entering Unmasked Estep 
Score: -28078896.000000 Penalty: 6142.429199
	Iteration 11F: 3 clusters Score -2.80789e+07 nChanged 7401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82436 members 
Mstep: Class 2 contains 156495 members 
Entering Unmasked Estep 
Score: -28081776.000000 Penalty: 6142.429199
	Iteration 12Q: 3 clusters Score -2.808178e+07 nChanged 5081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78571 members 
Mstep: Class 2 contains 160360 members 
Entering Unmasked Estep 
Score: -28083394.000000 Penalty: 6142.429199
	Iteration 13Q: 3 clusters Score -2.808339e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74576 members 
Mstep: Class 2 contains 164355 members 
Entering Unmasked Estep 
Score: -28084900.000000 Penalty: 6142.429199
	Iteration 14Q: 3 clusters Score -2.80849e+07 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70331 members 
Mstep: Class 2 contains 168600 members 
Entering Unmasked Estep 
Score: -28086206.000000 Penalty: 6142.429199
	Iteration 15Q: 3 clusters Score -2.808621e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65850 members 
Mstep: Class 2 contains 173081 members 
Entering Unmasked Estep 
Score: -28087242.000000 Penalty: 6142.429199
	Iteration 16Q: 3 clusters Score -2.808724e+07 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61250 members 
Mstep: Class 2 contains 177681 members 
Entering Unmasked Estep 
Score: -28088324.000000 Penalty: 6142.429199
	Iteration 17Q: 3 clusters Score -2.808832e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 182378 members 
Entering Unmasked Estep 
Score: -28089504.000000 Penalty: 6142.429199
	Iteration 18Q: 3 clusters Score -2.80895e+07 nChanged 4713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 187041 members 
Entering Unmasked Estep 
Score: -28090532.000000 Penalty: 6142.429199
	Iteration 19Q: 3 clusters Score -2.809053e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47426 members 
Mstep: Class 2 contains 191505 members 
Entering Unmasked Estep 
Score: -28091546.000000 Penalty: 6142.429199
	Iteration 20F: 3 clusters Score -2.809155e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 195739 members 
Entering Unmasked Estep 
Score: -28092082.000000 Penalty: 6142.429199
	Iteration 21Q: 3 clusters Score -2.809208e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 199830 members 
Entering Unmasked Estep 
Score: -28092674.000000 Penalty: 6142.429199
	Iteration 22Q: 3 clusters Score -2.809267e+07 nChanged 3857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 203679 members 
Entering Unmasked Estep 
Score: -28093168.000000 Penalty: 6142.429199
	Iteration 23Q: 3 clusters Score -2.809317e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31648 members 
Mstep: Class 2 contains 207283 members 
Entering Unmasked Estep 
Score: -28093652.000000 Penalty: 6142.429199
	Iteration 24Q: 3 clusters Score -2.809365e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 210522 members 
Entering Unmasked Estep 
Score: -28094128.000000 Penalty: 6142.429199
	Iteration 25Q: 3 clusters Score -2.809413e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 213599 members 
Entering Unmasked Estep 
Score: -28094578.000000 Penalty: 6142.429199
	Iteration 26Q: 3 clusters Score -2.809458e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 216399 members 
Entering Unmasked Estep 
Score: -28095150.000000 Penalty: 6142.429199
	Iteration 27Q: 3 clusters Score -2.809515e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 218892 members 
Entering Unmasked Estep 
Score: -28095410.000000 Penalty: 6142.429199
	Iteration 28Q: 3 clusters Score -2.809541e+07 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 221193 members 
Entering Unmasked Estep 
Score: -28095812.000000 Penalty: 6142.429199
	Iteration 29Q: 3 clusters Score -2.809581e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 223257 members 
Entering Unmasked Estep 
Score: -28096264.000000 Penalty: 6142.429199
	Iteration 30Q: 3 clusters Score -2.809626e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 225057 members 
Entering Unmasked Estep 
Score: -28096704.000000 Penalty: 6142.429199
	Iteration 31Q: 3 clusters Score -2.80967e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 226628 members 
Entering Unmasked Estep 
Score: -28097058.000000 Penalty: 6142.429199
	Iteration 32Q: 3 clusters Score -2.809706e+07 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 228015 members 
Entering Unmasked Estep 
Score: -28097358.000000 Penalty: 6142.429199
	Iteration 33Q: 3 clusters Score -2.809736e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 229180 members 
Entering Unmasked Estep 
Score: -28097568.000000 Penalty: 6142.429199
	Iteration 34Q: 3 clusters Score -2.809757e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 230202 members 
Entering Unmasked Estep 
Score: -28097750.000000 Penalty: 6142.429199
	Iteration 35Q: 3 clusters Score -2.809775e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 231087 members 
Entering Unmasked Estep 
Score: -28097856.000000 Penalty: 6142.429199
	Iteration 36Q: 3 clusters Score -2.809786e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 231829 members 
Entering Unmasked Estep 
Score: -28097898.000000 Penalty: 6142.429199
	Iteration 37Q: 3 clusters Score -2.80979e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 232432 members 
Entering Unmasked Estep 
Score: -28097984.000000 Penalty: 6142.429199
	Iteration 38Q: 3 clusters Score -2.809798e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 232963 members 
Entering Unmasked Estep 
Score: -28098096.000000 Penalty: 6142.429199
	Iteration 39Q: 3 clusters Score -2.80981e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 233390 members 
Entering Unmasked Estep 
Score: -28098200.000000 Penalty: 6142.429199
	Iteration 40F: 3 clusters Score -2.80982e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 233775 members 
Entering Unmasked Estep 
Score: -28098262.000000 Penalty: 6142.429199
	Iteration 41Q: 3 clusters Score -2.809826e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 234136 members 
Entering Unmasked Estep 
Score: -28098248.000000 Penalty: 6142.429199
	Iteration 42Q: 3 clusters Score -2.809825e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 234451 members 
Entering Unmasked Estep 
Score: -28098374.000000 Penalty: 6142.429199
	Iteration 43Q: 3 clusters Score -2.809837e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 234720 members 
Entering Unmasked Estep 
Score: -28098362.000000 Penalty: 6142.429199
	Iteration 44Q: 3 clusters Score -2.809836e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 234936 members 
Entering Unmasked Estep 
Score: -28098410.000000 Penalty: 6142.429199
	Iteration 45Q: 3 clusters Score -2.809841e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 235116 members 
Entering Unmasked Estep 
Score: -28098426.000000 Penalty: 6142.429199
	Iteration 46Q: 3 clusters Score -2.809843e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 235283 members 
Entering Unmasked Estep 
Score: -28098450.000000 Penalty: 6142.429199
	Iteration 47Q: 3 clusters Score -2.809845e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 235413 members 
Entering Unmasked Estep 
Score: -28098390.000000 Penalty: 6142.429199
	Iteration 48Q: 3 clusters Score -2.809839e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 235537 members 
Entering Unmasked Estep 
Score: -28098404.000000 Penalty: 6142.429199
	Iteration 49Q: 3 clusters Score -2.80984e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 235645 members 
Entering Unmasked Estep 
Score: -28098420.000000 Penalty: 6142.429199
	Iteration 50Q: 3 clusters Score -2.809842e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 235716 members 
Entering Unmasked Estep 
Score: -28098448.000000 Penalty: 6142.429199
	Iteration 51Q: 3 clusters Score -2.809845e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 235778 members 
Entering Unmasked Estep 
Score: -28098426.000000 Penalty: 6142.429199
	Iteration 52Q: 3 clusters Score -2.809843e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 235834 members 
Entering Unmasked Estep 
Score: -28098404.000000 Penalty: 6142.429199
	Iteration 53Q: 3 clusters Score -2.80984e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 235890 members 
Entering Unmasked Estep 
Score: -28098370.000000 Penalty: 6142.429199
	Iteration 54Q: 3 clusters Score -2.809837e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 235947 members 
Entering Unmasked Estep 
Score: -28098370.000000 Penalty: 6142.429199
	Iteration 55Q: 3 clusters Score -2.809837e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 235998 members 
Entering Unmasked Estep 
Score: -28098394.000000 Penalty: 6142.429199
	Iteration 56Q: 3 clusters Score -2.809839e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 236036 members 
Entering Unmasked Estep 
Score: -28098408.000000 Penalty: 6142.429199
	Iteration 57Q: 3 clusters Score -2.809841e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 236084 members 
Entering Unmasked Estep 
Score: -28098396.000000 Penalty: 6142.429199
	Iteration 58Q: 3 clusters Score -2.80984e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 236123 members 
Entering Unmasked Estep 
Score: -28098442.000000 Penalty: 6142.429199
	Iteration 59Q: 3 clusters Score -2.809844e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 236154 members 
Entering Unmasked Estep 
Score: -28098450.000000 Penalty: 6142.429199
	Iteration 60F: 3 clusters Score -2.809845e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 236194 members 
Entering Unmasked Estep 
Score: -28098452.000000 Penalty: 6142.429199
	Iteration 61Q: 3 clusters Score -2.809845e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 236224 members 
Entering Unmasked Estep 
Score: -28098450.000000 Penalty: 6142.429199
	Iteration 62Q: 3 clusters Score -2.809845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 236243 members 
Entering Unmasked Estep 
Score: -28098462.000000 Penalty: 6142.429199
	Iteration 63Q: 3 clusters Score -2.809846e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 236256 members 
Entering Unmasked Estep 
Score: -28098438.000000 Penalty: 6142.429199
	Iteration 64Q: 3 clusters Score -2.809844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 236272 members 
Entering Unmasked Estep 
Score: -28098458.000000 Penalty: 6142.429199
	Iteration 65Q: 3 clusters Score -2.809846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 236297 members 
Entering Unmasked Estep 
Score: -28098458.000000 Penalty: 6142.429199
	Iteration 66Q: 3 clusters Score -2.809846e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 236320 members 
Entering Unmasked Estep 
Score: -28098458.000000 Penalty: 6142.429199
	Iteration 67Q: 3 clusters Score -2.809846e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 236333 members 
Entering Unmasked Estep 
Score: -28098446.000000 Penalty: 6142.429199
	Iteration 68Q: 3 clusters Score -2.809845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 236352 members 
Entering Unmasked Estep 
Score: -28098454.000000 Penalty: 6142.429199
	Iteration 69Q: 3 clusters Score -2.809845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 236366 members 
Entering Unmasked Estep 
Score: -28098474.000000 Penalty: 6142.429199
	Iteration 70Q: 3 clusters Score -2.809847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 236382 members 
Entering Unmasked Estep 
Score: -28098460.000000 Penalty: 6142.429199
	Iteration 71Q: 3 clusters Score -2.809846e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 236400 members 
Entering Unmasked Estep 
Score: -28098468.000000 Penalty: 6142.429199
	Iteration 72Q: 3 clusters Score -2.809847e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 236415 members 
Entering Unmasked Estep 
Score: -28098462.000000 Penalty: 6142.429199
	Iteration 73Q: 3 clusters Score -2.809846e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 236434 members 
Entering Unmasked Estep 
Score: -28098434.000000 Penalty: 6142.429199
	Iteration 74Q: 3 clusters Score -2.809843e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 236453 members 
Entering Unmasked Estep 
Score: -28098436.000000 Penalty: 6142.429199
	Iteration 75Q: 3 clusters Score -2.809844e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 236470 members 
Entering Unmasked Estep 
Score: -28098426.000000 Penalty: 6142.429199
	Iteration 76Q: 3 clusters Score -2.809843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 236479 members 
Entering Unmasked Estep 
Score: -28098438.000000 Penalty: 6142.429199
	Iteration 77Q: 3 clusters Score -2.809844e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 236482 members 
Entering Unmasked Estep 
Score: -28098436.000000 Penalty: 6142.429199
	Iteration 78Q: 3 clusters Score -2.809844e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 236484 members 
Entering Unmasked Estep 
Score: -28098432.000000 Penalty: 6142.429199
	Iteration 79Q: 3 clusters Score -2.809843e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 236490 members 
Entering Unmasked Estep 
Score: -28098452.000000 Penalty: 6142.429199
	Iteration 80F: 3 clusters Score -2.809845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 236494 members 
Entering Unmasked Estep 
Score: -28098420.000000 Penalty: 6142.429199
	Iteration 81Q: 3 clusters Score -2.809842e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 236503 members 
Entering Unmasked Estep 
Score: -28098444.000000 Penalty: 6142.429199
	Iteration 82Q: 3 clusters Score -2.809844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 236507 members 
Entering Unmasked Estep 
Score: -28098436.000000 Penalty: 6142.429199
	Iteration 83Q: 3 clusters Score -2.809844e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 236513 members 
Entering Unmasked Estep 
Score: -28098450.000000 Penalty: 6142.429199
	Iteration 84Q: 3 clusters Score -2.809845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 236521 members 
Entering Unmasked Estep 
Score: -28098438.000000 Penalty: 6142.429199
	Iteration 85Q: 3 clusters Score -2.809844e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 236534 members 
Entering Unmasked Estep 
Score: -28098438.000000 Penalty: 6142.429199
	Iteration 86Q: 3 clusters Score -2.809844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 236553 members 
Entering Unmasked Estep 
Score: -28098460.000000 Penalty: 6142.429199
	Iteration 87Q: 3 clusters Score -2.809846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 236567 members 
Entering Unmasked Estep 
Score: -28098464.000000 Penalty: 6142.429199
	Iteration 88Q: 3 clusters Score -2.809846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 236583 members 
Entering Unmasked Estep 
Score: -28098466.000000 Penalty: 6142.429199
	Iteration 89Q: 3 clusters Score -2.809847e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 236595 members 
Entering Unmasked Estep 
Score: -28098452.000000 Penalty: 6142.429199
	Iteration 90Q: 3 clusters Score -2.809845e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 236612 members 
Entering Unmasked Estep 
Score: -28098436.000000 Penalty: 6142.429199
	Iteration 91Q: 3 clusters Score -2.809844e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 236631 members 
Entering Unmasked Estep 
Score: -28098444.000000 Penalty: 6142.429199
	Iteration 92Q: 3 clusters Score -2.809844e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 236644 members 
Entering Unmasked Estep 
Score: -28098444.000000 Penalty: 6142.429199
	Iteration 93Q: 3 clusters Score -2.809844e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 236651 members 
Entering Unmasked Estep 
Score: -28098460.000000 Penalty: 6142.429199
	Iteration 94Q: 3 clusters Score -2.809846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 236658 members 
Entering Unmasked Estep 
Score: -28098456.000000 Penalty: 6142.429199
	Iteration 95Q: 3 clusters Score -2.809846e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 236666 members 
Entering Unmasked Estep 
Score: -28098462.000000 Penalty: 6142.429199
	Iteration 96Q: 3 clusters Score -2.809846e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 236675 members 
Entering Unmasked Estep 
Score: -28098454.000000 Penalty: 6142.429199
	Iteration 97Q: 3 clusters Score -2.809845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 236681 members 
Entering Unmasked Estep 
Score: -28098444.000000 Penalty: 6142.429199
	Iteration 98Q: 3 clusters Score -2.809844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 236685 members 
Entering Unmasked Estep 
Score: -28098444.000000 Penalty: 6142.429199
	Iteration 99Q: 3 clusters Score -2.809844e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 236691 members 
Entering Unmasked Estep 
Score: -28098448.000000 Penalty: 6142.429199
	Iteration 100F: 3 clusters Score -2.809845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 236694 members 
Entering Unmasked Estep 
Score: -28098434.000000 Penalty: 6142.429199
	Iteration 101Q: 3 clusters Score -2.809843e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 236698 members 
Entering Unmasked Estep 
Score: -28098458.000000 Penalty: 6142.429199
	Iteration 102Q: 3 clusters Score -2.809846e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 236700 members 
Entering Unmasked Estep 
Score: -28098468.000000 Penalty: 6142.429199
	Iteration 103Q: 3 clusters Score -2.809847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 236703 members 
Entering Unmasked Estep 
Score: -28098458.000000 Penalty: 6142.429199
	Iteration 104Q: 3 clusters Score -2.809846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 236704 members 
Entering Unmasked Estep 
Score: -28098458.000000 Penalty: 6142.429199
	Iteration 105Q: 3 clusters Score -2.809846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 236705 members 
Entering Unmasked Estep 
Score: -28098450.000000 Penalty: 6142.429199
	Iteration 106Q: 3 clusters Score -2.809845e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 236707 members 
Entering Unmasked Estep 
Score: -28098450.000000 Penalty: 6142.429199
	Iteration 107Q: 3 clusters Score -2.809845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 236707 members 
Entering Unmasked Estep 
Score: -28098450.000000 Penalty: 6142.429199
	Iteration 108F: 3 clusters Score -2.809845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24622 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Entering Unmasked Estep 
Score: -2446572.000000 Penalty: 2507.626221
	Iteration 0F: 2 clusters Score -2446572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -2429613.000000 Penalty: 5015.252441
	Iteration 0F: 3 clusters Score -2429613 nChanged 11000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 12115 members 
Entering Unmasked Estep 
Score: -2435803.250000 Penalty: 5015.252441
	Iteration 1F: 3 clusters Score -2435803 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -2436612.250000 Penalty: 5015.252441
	Iteration 2F: 3 clusters Score -2436612 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -2437620.000000 Penalty: 5015.252441
	Iteration 3F: 3 clusters Score -2437620 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -2438854.250000 Penalty: 5015.252441
	Iteration 4F: 3 clusters Score -2438854 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -2440038.750000 Penalty: 5015.252441
	Iteration 5F: 3 clusters Score -2440039 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2441079.750000 Penalty: 5015.252441
	Iteration 6F: 3 clusters Score -2441080 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2441865.250000 Penalty: 5015.252441
	Iteration 7F: 3 clusters Score -2441865 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -2442410.500000 Penalty: 5015.252441
	Iteration 8Q: 3 clusters Score -2442410 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -2442832.000000 Penalty: 5015.252441
	Iteration 9Q: 3 clusters Score -2442832 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2443200.750000 Penalty: 5015.252441
	Iteration 10Q: 3 clusters Score -2443201 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2443515.250000 Penalty: 5015.252441
	Iteration 11Q: 3 clusters Score -2443515 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -2443824.500000 Penalty: 5015.252441
	Iteration 12Q: 3 clusters Score -2443824 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2444128.250000 Penalty: 5015.252441
	Iteration 13Q: 3 clusters Score -2444128 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -2444379.000000 Penalty: 5015.252441
	Iteration 14Q: 3 clusters Score -2444379 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2444575.250000 Penalty: 5015.252441
	Iteration 15Q: 3 clusters Score -2444575 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2444708.500000 Penalty: 5015.252441
	Iteration 16Q: 3 clusters Score -2444708 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -2444790.500000 Penalty: 5015.252441
	Iteration 17Q: 3 clusters Score -2444790 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2444827.500000 Penalty: 5015.252441
	Iteration 18Q: 3 clusters Score -2444828 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18817 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2444875.000000 Penalty: 5015.252441
	Iteration 19Q: 3 clusters Score -2444875 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -2444900.000000 Penalty: 5015.252441
	Iteration 20F: 3 clusters Score -2444900 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -2444909.500000 Penalty: 5015.252441
	Iteration 21Q: 3 clusters Score -2444910 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2444916.750000 Penalty: 5015.252441
	Iteration 22Q: 3 clusters Score -2444917 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19082 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2444916.750000 Penalty: 5015.252441
	Iteration 23Q: 3 clusters Score -2444917 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -2444923.750000 Penalty: 5015.252441
	Iteration 24Q: 3 clusters Score -2444924 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -2444932.500000 Penalty: 5015.252441
	Iteration 25Q: 3 clusters Score -2444932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -2444932.500000 Penalty: 5015.252441
	Iteration 26Q: 3 clusters Score -2444932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2444940.000000 Penalty: 5015.252441
	Iteration 27Q: 3 clusters Score -2444940 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -2444936.750000 Penalty: 5015.252441
	Iteration 28Q: 3 clusters Score -2444937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2444940.250000 Penalty: 5015.252441
	Iteration 29Q: 3 clusters Score -2444940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19226 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2444947.500000 Penalty: 5015.252441
	Iteration 30Q: 3 clusters Score -2444948 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19241 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -2444951.250000 Penalty: 5015.252441
	Iteration 31Q: 3 clusters Score -2444951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -2444951.750000 Penalty: 5015.252441
	Iteration 32Q: 3 clusters Score -2444952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -2444949.250000 Penalty: 5015.252441
	Iteration 33Q: 3 clusters Score -2444949 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -2444948.250000 Penalty: 5015.252441
	Iteration 34Q: 3 clusters Score -2444948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2444949.750000 Penalty: 5015.252441
	Iteration 35Q: 3 clusters Score -2444950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -2444953.250000 Penalty: 5015.252441
	Iteration 36Q: 3 clusters Score -2444953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -2444953.000000 Penalty: 5015.252441
	Iteration 37Q: 3 clusters Score -2444953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19291 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2444953.000000 Penalty: 5015.252441
	Iteration 38Q: 3 clusters Score -2444953 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2444950.750000 Penalty: 5015.252441
	Iteration 39Q: 3 clusters Score -2444951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2444952.500000 Penalty: 5015.252441
	Iteration 40F: 3 clusters Score -2444952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2444951.000000 Penalty: 5015.252441
	Iteration 41Q: 3 clusters Score -2444951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19296 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2444953.500000 Penalty: 5015.252441
	Iteration 42Q: 3 clusters Score -2444954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2444951.750000 Penalty: 5015.252441
	Iteration 43Q: 3 clusters Score -2444952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -2444949.750000 Penalty: 5015.252441
	Iteration 44Q: 3 clusters Score -2444950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -2444951.250000 Penalty: 5015.252441
	Iteration 45Q: 3 clusters Score -2444951 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -2444953.500000 Penalty: 5015.252441
	Iteration 46Q: 3 clusters Score -2444954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2444952.250000 Penalty: 5015.252441
	Iteration 47Q: 3 clusters Score -2444952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -2444947.500000 Penalty: 5015.252441
	Iteration 48Q: 3 clusters Score -2444948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -2444948.500000 Penalty: 5015.252441
	Iteration 49Q: 3 clusters Score -2444948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2444951.250000 Penalty: 5015.252441
	Iteration 50Q: 3 clusters Score -2444951 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -2444951.500000 Penalty: 5015.252441
	Iteration 51Q: 3 clusters Score -2444952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19342 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2444950.250000 Penalty: 5015.252441
	Iteration 52Q: 3 clusters Score -2444950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19348 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -2444946.750000 Penalty: 5015.252441
	Iteration 53Q: 3 clusters Score -2444947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -2444948.250000 Penalty: 5015.252441
	Iteration 54Q: 3 clusters Score -2444948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19351 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2444951.750000 Penalty: 5015.252441
	Iteration 55Q: 3 clusters Score -2444952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2444952.500000 Penalty: 5015.252441
	Iteration 56Q: 3 clusters Score -2444952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -2444952.500000 Penalty: 5015.252441
	Iteration 57F: 3 clusters Score -2444952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (18451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Entering Unmasked Estep 
Score: -2074088.000000 Penalty: 2436.072754
	Iteration 0F: 2 clusters Score -2074088 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -2060973.250000 Penalty: 4872.145508
	Iteration 0F: 3 clusters Score -2060973 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -2065309.375000 Penalty: 4872.145508
	Iteration 1F: 3 clusters Score -2065309 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2065728.875000 Penalty: 4872.145508
	Iteration 2F: 3 clusters Score -2065729 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2066048.375000 Penalty: 4872.145508
	Iteration 3Q: 3 clusters Score -2066048 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2066315.250000 Penalty: 4872.145508
	Iteration 4Q: 3 clusters Score -2066315 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2066545.750000 Penalty: 4872.145508
	Iteration 5Q: 3 clusters Score -2066546 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -2066826.125000 Penalty: 4872.145508
	Iteration 6Q: 3 clusters Score -2066826 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2067174.750000 Penalty: 4872.145508
	Iteration 7Q: 3 clusters Score -2067175 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -2067568.375000 Penalty: 4872.145508
	Iteration 8Q: 3 clusters Score -2067568 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2068051.375000 Penalty: 4872.145508
	Iteration 9Q: 3 clusters Score -2068051 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2068594.375000 Penalty: 4872.145508
	Iteration 10Q: 3 clusters Score -2068594 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -2069107.125000 Penalty: 4872.145508
	Iteration 11Q: 3 clusters Score -2069107 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2069642.000000 Penalty: 4872.145508
	Iteration 12Q: 3 clusters Score -2069642 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2070116.000000 Penalty: 4872.145508
	Iteration 13Q: 3 clusters Score -2070116 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -2070545.375000 Penalty: 4872.145508
	Iteration 14Q: 3 clusters Score -2070545 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2070860.875000 Penalty: 4872.145508
	Iteration 15Q: 3 clusters Score -2070861 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -2071101.875000 Penalty: 4872.145508
	Iteration 16Q: 3 clusters Score -2071102 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2071302.000000 Penalty: 4872.145508
	Iteration 17Q: 3 clusters Score -2071302 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2071458.125000 Penalty: 4872.145508
	Iteration 18Q: 3 clusters Score -2071458 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16841 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2071562.125000 Penalty: 4872.145508
	Iteration 19Q: 3 clusters Score -2071562 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -2071647.750000 Penalty: 4872.145508
	Iteration 20F: 3 clusters Score -2071648 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2071736.000000 Penalty: 4872.145508
	Iteration 21Q: 3 clusters Score -2071736 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2071806.625000 Penalty: 4872.145508
	Iteration 22Q: 3 clusters Score -2071807 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -2071848.750000 Penalty: 4872.145508
	Iteration 23Q: 3 clusters Score -2071849 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2071895.625000 Penalty: 4872.145508
	Iteration 24Q: 3 clusters Score -2071896 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2071920.375000 Penalty: 4872.145508
	Iteration 25Q: 3 clusters Score -2071920 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -2071951.500000 Penalty: 4872.145508
	Iteration 26Q: 3 clusters Score -2071952 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2071961.875000 Penalty: 4872.145508
	Iteration 27Q: 3 clusters Score -2071962 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2071977.625000 Penalty: 4872.145508
	Iteration 28Q: 3 clusters Score -2071978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17540 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -2071983.625000 Penalty: 4872.145508
	Iteration 29Q: 3 clusters Score -2071984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2071990.875000 Penalty: 4872.145508
	Iteration 30Q: 3 clusters Score -2071991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2071992.000000 Penalty: 4872.145508
	Iteration 31Q: 3 clusters Score -2071992 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2071999.250000 Penalty: 4872.145508
	Iteration 32Q: 3 clusters Score -2071999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -2072015.750000 Penalty: 4872.145508
	Iteration 33Q: 3 clusters Score -2072016 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2072033.875000 Penalty: 4872.145508
	Iteration 34Q: 3 clusters Score -2072034 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2072046.750000 Penalty: 4872.145508
	Iteration 35Q: 3 clusters Score -2072047 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2072061.500000 Penalty: 4872.145508
	Iteration 36Q: 3 clusters Score -2072062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -2072074.750000 Penalty: 4872.145508
	Iteration 37Q: 3 clusters Score -2072075 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -2072090.375000 Penalty: 4872.145508
	Iteration 38Q: 3 clusters Score -2072090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2072096.375000 Penalty: 4872.145508
	Iteration 39Q: 3 clusters Score -2072096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2072103.625000 Penalty: 4872.145508
	Iteration 40F: 3 clusters Score -2072104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -2072112.125000 Penalty: 4872.145508
	Iteration 41Q: 3 clusters Score -2072112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2072118.000000 Penalty: 4872.145508
	Iteration 42Q: 3 clusters Score -2072118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2072122.250000 Penalty: 4872.145508
	Iteration 43Q: 3 clusters Score -2072122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -2072124.500000 Penalty: 4872.145508
	Iteration 44Q: 3 clusters Score -2072124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2072126.250000 Penalty: 4872.145508
	Iteration 45Q: 3 clusters Score -2072126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2072128.625000 Penalty: 4872.145508
	Iteration 46Q: 3 clusters Score -2072129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2072129.125000 Penalty: 4872.145508
	Iteration 47Q: 3 clusters Score -2072129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -2072129.125000 Penalty: 4872.145508
	Iteration 48F: 3 clusters Score -2072129 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (39619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Entering Unmasked Estep 
Score: -4464321.000000 Penalty: 2625.591797
	Iteration 0F: 2 clusters Score -4464321 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -4437597.000000 Penalty: 5251.183594
	Iteration 0F: 3 clusters Score -4437597 nChanged 17998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 21191 members 
Entering Unmasked Estep 
Score: -4447431.500000 Penalty: 5251.183594
	Iteration 1F: 3 clusters Score -4447432 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -4448210.000000 Penalty: 5251.183594
	Iteration 2Q: 3 clusters Score -4448210 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -4449295.500000 Penalty: 5251.183594
	Iteration 3F: 3 clusters Score -4449296 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 25363 members 
Entering Unmasked Estep 
Score: -4450996.000000 Penalty: 5251.183594
	Iteration 4F: 3 clusters Score -4450996 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
Score: -4453478.000000 Penalty: 5251.183594
	Iteration 5F: 3 clusters Score -4453478 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -4456416.500000 Penalty: 5251.183594
	Iteration 6F: 3 clusters Score -4456416 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4459108.000000 Penalty: 5251.183594
	Iteration 7F: 3 clusters Score -4459108 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 34733 members 
Entering Unmasked Estep 
Score: -4460919.500000 Penalty: 5251.183594
	Iteration 8F: 3 clusters Score -4460920 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 35914 members 
Entering Unmasked Estep 
Score: -4461994.500000 Penalty: 5251.183594
	Iteration 9Q: 3 clusters Score -4461994 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -4462619.000000 Penalty: 5251.183594
	Iteration 10Q: 3 clusters Score -4462619 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -4463078.500000 Penalty: 5251.183594
	Iteration 11Q: 3 clusters Score -4463078 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
Score: -4463375.500000 Penalty: 5251.183594
	Iteration 12Q: 3 clusters Score -4463376 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 37652 members 
Entering Unmasked Estep 
Score: -4463573.000000 Penalty: 5251.183594
	Iteration 13Q: 3 clusters Score -4463573 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 37792 members 
Entering Unmasked Estep 
Score: -4463749.000000 Penalty: 5251.183594
	Iteration 14Q: 3 clusters Score -4463749 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -4463877.000000 Penalty: 5251.183594
	Iteration 15Q: 3 clusters Score -4463877 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -4463950.500000 Penalty: 5251.183594
	Iteration 16Q: 3 clusters Score -4463950 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 38032 members 
Entering Unmasked Estep 
Score: -4463988.000000 Penalty: 5251.183594
	Iteration 17Q: 3 clusters Score -4463988 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 38078 members 
Entering Unmasked Estep 
Score: -4464027.500000 Penalty: 5251.183594
	Iteration 18Q: 3 clusters Score -4464028 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -4464044.000000 Penalty: 5251.183594
	Iteration 19Q: 3 clusters Score -4464044 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -4464141.500000 Penalty: 5251.183594
	Iteration 20F: 3 clusters Score -4464142 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -4464175.000000 Penalty: 5251.183594
	Iteration 21Q: 3 clusters Score -4464175 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -4464210.000000 Penalty: 5251.183594
	Iteration 22Q: 3 clusters Score -4464210 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 38160 members 
Entering Unmasked Estep 
Score: -4464236.000000 Penalty: 5251.183594
	Iteration 23Q: 3 clusters Score -4464236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -4464252.000000 Penalty: 5251.183594
	Iteration 24Q: 3 clusters Score -4464252 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 38182 members 
Entering Unmasked Estep 
Score: -4464266.000000 Penalty: 5251.183594
	Iteration 25Q: 3 clusters Score -4464266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
Score: -4464271.500000 Penalty: 5251.183594
	Iteration 26Q: 3 clusters Score -4464272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 38194 members 
Entering Unmasked Estep 
Score: -4464277.500000 Penalty: 5251.183594
	Iteration 27Q: 3 clusters Score -4464278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -4464285.000000 Penalty: 5251.183594
	Iteration 28Q: 3 clusters Score -4464285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 38210 members 
Entering Unmasked Estep 
Score: -4464290.000000 Penalty: 5251.183594
	Iteration 29Q: 3 clusters Score -4464290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 38212 members 
Entering Unmasked Estep 
Score: -4464290.500000 Penalty: 5251.183594
	Iteration 30Q: 3 clusters Score -4464290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -4464298.500000 Penalty: 5251.183594
	Iteration 31Q: 3 clusters Score -4464298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 38221 members 
Entering Unmasked Estep 
Score: -4464295.500000 Penalty: 5251.183594
	Iteration 32Q: 3 clusters Score -4464296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -4464292.500000 Penalty: 5251.183594
	Iteration 33Q: 3 clusters Score -4464292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -4464294.000000 Penalty: 5251.183594
	Iteration 34Q: 3 clusters Score -4464294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4464292.500000 Penalty: 5251.183594
	Iteration 35Q: 3 clusters Score -4464292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -4464292.500000 Penalty: 5251.183594
	Iteration 36F: 3 clusters Score -4464292 nChanged 0
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: -528489.875000 Penalty: 2165.131104
	Iteration 0F: 2 clusters Score -528489.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -523303.968750 Penalty: 4330.262207
	Iteration 0F: 3 clusters Score -523304 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -524834.500000 Penalty: 4330.262207
	Iteration 1F: 3 clusters Score -524834.5 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -525259.687500 Penalty: 4330.262207
	Iteration 2F: 3 clusters Score -525259.7 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -525622.312500 Penalty: 4330.262207
	Iteration 3F: 3 clusters Score -525622.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -526120.687500 Penalty: 4330.262207
	Iteration 4F: 3 clusters Score -526120.7 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -526852.312500 Penalty: 4330.262207
	Iteration 5F: 3 clusters Score -526852.3 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -527723.250000 Penalty: 4330.262207
	Iteration 6F: 3 clusters Score -527723.2 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -528398.375000 Penalty: 4330.262207
	Iteration 7F: 3 clusters Score -528398.4 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -528740.125000 Penalty: 4330.262207
	Iteration 8F: 3 clusters Score -528740.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -528874.187500 Penalty: 4330.262207
	Iteration 9Q: 3 clusters Score -528874.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -528927.125000 Penalty: 4330.262207
	Iteration 10Q: 3 clusters Score -528927.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -528954.125000 Penalty: 4330.262207
	Iteration 11Q: 3 clusters Score -528954.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -528967.312500 Penalty: 4330.262207
	Iteration 12Q: 3 clusters Score -528967.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -528973.812500 Penalty: 4330.262207
	Iteration 13Q: 3 clusters Score -528973.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -528977.187500 Penalty: 4330.262207
	Iteration 14Q: 3 clusters Score -528977.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -528979.625000 Penalty: 4330.262207
	Iteration 15Q: 3 clusters Score -528979.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -528981.187500 Penalty: 4330.262207
	Iteration 16Q: 3 clusters Score -528981.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -528984.375000 Penalty: 4330.262207
	Iteration 17Q: 3 clusters Score -528984.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -528986.375000 Penalty: 4330.262207
	Iteration 18Q: 3 clusters Score -528986.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -528987.000000 Penalty: 4330.262207
	Iteration 19Q: 3 clusters Score -528987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -528988.250000 Penalty: 4330.262207
	Iteration 20F: 3 clusters Score -528988.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -528988.625000 Penalty: 4330.262207
	Iteration 21Q: 3 clusters Score -528988.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -528986.875000 Penalty: 4330.262207
	Iteration 22Q: 3 clusters Score -528986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -528986.875000 Penalty: 4330.262207
	Iteration 23F: 3 clusters Score -528986.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26523 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238931 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39619 members 
Mstep: Class 13 contains 5141 members 
Mstep: Class 14 contains 208513 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317698 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196672 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 1047 members 
Entering Unmasked Estep 
Score: -161426048.000000 Penalty: 101876.304688
Splitting cluster 13 changes total score from -161426864.000000 to -161426048.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (208513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208513 members 
Entering Unmasked Estep 
Score: -24654898.000000 Penalty: 3037.443848
	Iteration 0F: 2 clusters Score -2.46549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104770 members 
Mstep: Class 2 contains 103743 members 
Entering Unmasked Estep 
Score: -24521586.000000 Penalty: 6074.887695
	Iteration 0F: 3 clusters Score -2.452159e+07 nChanged 100138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113958 members 
Mstep: Class 2 contains 94555 members 
Entering Unmasked Estep 
Score: -24581294.000000 Penalty: 6074.887695
	Iteration 1F: 3 clusters Score -2.458129e+07 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119865 members 
Mstep: Class 2 contains 88648 members 
Entering Unmasked Estep 
Score: -24583852.000000 Penalty: 6074.887695
	Iteration 2Q: 3 clusters Score -2.458385e+07 nChanged 9750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128755 members 
Mstep: Class 2 contains 79758 members 
Entering Unmasked Estep 
Score: -24588468.000000 Penalty: 6074.887695
	Iteration 3Q: 3 clusters Score -2.458847e+07 nChanged 13218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141657 members 
Mstep: Class 2 contains 66856 members 
Entering Unmasked Estep 
Score: -24596542.000000 Penalty: 6074.887695
	Iteration 4F: 3 clusters Score -2.459654e+07 nChanged 17083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158680 members 
Mstep: Class 2 contains 49833 members 
Entering Unmasked Estep 
Score: -24610052.000000 Penalty: 6074.887695
	Iteration 5F: 3 clusters Score -2.461005e+07 nChanged 19126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177788 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -24626566.000000 Penalty: 6074.887695
	Iteration 6F: 3 clusters Score -2.462657e+07 nChanged 16011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193791 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -24641020.000000 Penalty: 6074.887695
	Iteration 7F: 3 clusters Score -2.464102e+07 nChanged 9078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202851 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -24648258.000000 Penalty: 6074.887695
	Iteration 8Q: 3 clusters Score -2.464826e+07 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206247 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -24650944.000000 Penalty: 6074.887695
	Iteration 9Q: 3 clusters Score -2.465094e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207286 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -24651954.000000 Penalty: 6074.887695
	Iteration 10Q: 3 clusters Score -2.465195e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207588 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -24652452.000000 Penalty: 6074.887695
	Iteration 11Q: 3 clusters Score -2.465245e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207648 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -24652694.000000 Penalty: 6074.887695
	Iteration 12Q: 3 clusters Score -2.465269e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207658 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -24652802.000000 Penalty: 6074.887695
	Iteration 13Q: 3 clusters Score -2.46528e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207630 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -24652960.000000 Penalty: 6074.887695
	Iteration 14Q: 3 clusters Score -2.465296e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207606 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -24653020.000000 Penalty: 6074.887695
	Iteration 15Q: 3 clusters Score -2.465302e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207584 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -24653150.000000 Penalty: 6074.887695
	Iteration 16Q: 3 clusters Score -2.465315e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207556 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -24653234.000000 Penalty: 6074.887695
	Iteration 17Q: 3 clusters Score -2.465323e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207518 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -24653264.000000 Penalty: 6074.887695
	Iteration 18Q: 3 clusters Score -2.465326e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207484 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -24653332.000000 Penalty: 6074.887695
	Iteration 19Q: 3 clusters Score -2.465333e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207454 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -24653398.000000 Penalty: 6074.887695
	Iteration 20F: 3 clusters Score -2.46534e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207380 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -24653508.000000 Penalty: 6074.887695
	Iteration 21Q: 3 clusters Score -2.465351e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207310 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -24653704.000000 Penalty: 6074.887695
	Iteration 22Q: 3 clusters Score -2.46537e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207221 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -24653886.000000 Penalty: 6074.887695
	Iteration 23Q: 3 clusters Score -2.465389e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207144 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -24653980.000000 Penalty: 6074.887695
	Iteration 24Q: 3 clusters Score -2.465398e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207050 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -24654014.000000 Penalty: 6074.887695
	Iteration 25Q: 3 clusters Score -2.465401e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206973 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -24654072.000000 Penalty: 6074.887695
	Iteration 26Q: 3 clusters Score -2.465407e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206922 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -24654110.000000 Penalty: 6074.887695
	Iteration 27Q: 3 clusters Score -2.465411e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206880 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -24654198.000000 Penalty: 6074.887695
	Iteration 28Q: 3 clusters Score -2.46542e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206850 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -24654212.000000 Penalty: 6074.887695
	Iteration 29Q: 3 clusters Score -2.465421e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206829 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -24654230.000000 Penalty: 6074.887695
	Iteration 30Q: 3 clusters Score -2.465423e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206813 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -24654226.000000 Penalty: 6074.887695
	Iteration 31Q: 3 clusters Score -2.465423e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206795 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -24654240.000000 Penalty: 6074.887695
	Iteration 32Q: 3 clusters Score -2.465424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206781 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -24654240.000000 Penalty: 6074.887695
	Iteration 33Q: 3 clusters Score -2.465424e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206770 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -24654270.000000 Penalty: 6074.887695
	Iteration 34Q: 3 clusters Score -2.465427e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206761 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -24654288.000000 Penalty: 6074.887695
	Iteration 35Q: 3 clusters Score -2.465429e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206754 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -24654292.000000 Penalty: 6074.887695
	Iteration 36Q: 3 clusters Score -2.465429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206750 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -24654286.000000 Penalty: 6074.887695
	Iteration 37Q: 3 clusters Score -2.465429e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206744 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -24654280.000000 Penalty: 6074.887695
	Iteration 38Q: 3 clusters Score -2.465428e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206737 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -24654306.000000 Penalty: 6074.887695
	Iteration 39Q: 3 clusters Score -2.465431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206735 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -24654346.000000 Penalty: 6074.887695
	Iteration 40F: 3 clusters Score -2.465435e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206706 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -24654382.000000 Penalty: 6074.887695
	Iteration 41Q: 3 clusters Score -2.465438e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206682 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -24654394.000000 Penalty: 6074.887695
	Iteration 42Q: 3 clusters Score -2.465439e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206656 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -24654428.000000 Penalty: 6074.887695
	Iteration 43Q: 3 clusters Score -2.465443e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206633 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -24654414.000000 Penalty: 6074.887695
	Iteration 44Q: 3 clusters Score -2.465441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206617 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -24654446.000000 Penalty: 6074.887695
	Iteration 45Q: 3 clusters Score -2.465445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206604 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -24654454.000000 Penalty: 6074.887695
	Iteration 46Q: 3 clusters Score -2.465445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206587 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -24654458.000000 Penalty: 6074.887695
	Iteration 47Q: 3 clusters Score -2.465446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206571 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -24654458.000000 Penalty: 6074.887695
	Iteration 48Q: 3 clusters Score -2.465446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206557 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -24654458.000000 Penalty: 6074.887695
	Iteration 49Q: 3 clusters Score -2.465446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206539 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -24654456.000000 Penalty: 6074.887695
	Iteration 50Q: 3 clusters Score -2.465446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206523 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -24654482.000000 Penalty: 6074.887695
	Iteration 51Q: 3 clusters Score -2.465448e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206513 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -24654476.000000 Penalty: 6074.887695
	Iteration 52Q: 3 clusters Score -2.465448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206506 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -24654474.000000 Penalty: 6074.887695
	Iteration 53Q: 3 clusters Score -2.465447e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206500 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -24654490.000000 Penalty: 6074.887695
	Iteration 54Q: 3 clusters Score -2.465449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206495 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -24654478.000000 Penalty: 6074.887695
	Iteration 55Q: 3 clusters Score -2.465448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206494 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -24654476.000000 Penalty: 6074.887695
	Iteration 56Q: 3 clusters Score -2.465448e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206494 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -24654476.000000 Penalty: 6074.887695
	Iteration 57F: 3 clusters Score -2.465448e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (15336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Entering Unmasked Estep 
Score: -1687924.000000 Penalty: 2390.213623
	Iteration 0F: 2 clusters Score -1687924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1676811.375000 Penalty: 4780.427246
	Iteration 0F: 3 clusters Score -1676811 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -1680275.625000 Penalty: 4780.427246
	Iteration 1F: 3 clusters Score -1680276 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -1680677.875000 Penalty: 4780.427246
	Iteration 2F: 3 clusters Score -1680678 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1680985.250000 Penalty: 4780.427246
	Iteration 3F: 3 clusters Score -1680985 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1681238.125000 Penalty: 4780.427246
	Iteration 4Q: 3 clusters Score -1681238 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1681466.500000 Penalty: 4780.427246
	Iteration 5Q: 3 clusters Score -1681466 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1681645.500000 Penalty: 4780.427246
	Iteration 6Q: 3 clusters Score -1681646 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1681810.250000 Penalty: 4780.427246
	Iteration 7Q: 3 clusters Score -1681810 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -1681964.875000 Penalty: 4780.427246
	Iteration 8Q: 3 clusters Score -1681965 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1682118.500000 Penalty: 4780.427246
	Iteration 9Q: 3 clusters Score -1682118 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1682283.125000 Penalty: 4780.427246
	Iteration 10Q: 3 clusters Score -1682283 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -1682447.375000 Penalty: 4780.427246
	Iteration 11Q: 3 clusters Score -1682447 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1682626.000000 Penalty: 4780.427246
	Iteration 12Q: 3 clusters Score -1682626 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1682807.625000 Penalty: 4780.427246
	Iteration 13Q: 3 clusters Score -1682808 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1682986.000000 Penalty: 4780.427246
	Iteration 14Q: 3 clusters Score -1682986 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -1683195.625000 Penalty: 4780.427246
	Iteration 15Q: 3 clusters Score -1683196 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1683414.500000 Penalty: 4780.427246
	Iteration 16Q: 3 clusters Score -1683414 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1683638.875000 Penalty: 4780.427246
	Iteration 17Q: 3 clusters Score -1683639 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1683855.500000 Penalty: 4780.427246
	Iteration 18Q: 3 clusters Score -1683856 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -1684087.375000 Penalty: 4780.427246
	Iteration 19Q: 3 clusters Score -1684087 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1684307.500000 Penalty: 4780.427246
	Iteration 20F: 3 clusters Score -1684308 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1684470.125000 Penalty: 4780.427246
	Iteration 21Q: 3 clusters Score -1684470 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1684596.875000 Penalty: 4780.427246
	Iteration 22Q: 3 clusters Score -1684597 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9350 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1684710.875000 Penalty: 4780.427246
	Iteration 23Q: 3 clusters Score -1684711 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -1684806.625000 Penalty: 4780.427246
	Iteration 24Q: 3 clusters Score -1684807 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1684872.500000 Penalty: 4780.427246
	Iteration 25Q: 3 clusters Score -1684872 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1684920.750000 Penalty: 4780.427246
	Iteration 26Q: 3 clusters Score -1684921 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1684964.125000 Penalty: 4780.427246
	Iteration 27Q: 3 clusters Score -1684964 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9651 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1684993.375000 Penalty: 4780.427246
	Iteration 28Q: 3 clusters Score -1684993 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1685039.250000 Penalty: 4780.427246
	Iteration 29Q: 3 clusters Score -1685039 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1685076.125000 Penalty: 4780.427246
	Iteration 30Q: 3 clusters Score -1685076 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1685114.375000 Penalty: 4780.427246
	Iteration 31Q: 3 clusters Score -1685114 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1685144.625000 Penalty: 4780.427246
	Iteration 32Q: 3 clusters Score -1685145 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1685181.000000 Penalty: 4780.427246
	Iteration 33Q: 3 clusters Score -1685181 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1685214.250000 Penalty: 4780.427246
	Iteration 34Q: 3 clusters Score -1685214 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1685247.125000 Penalty: 4780.427246
	Iteration 35Q: 3 clusters Score -1685247 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1685263.125000 Penalty: 4780.427246
	Iteration 36Q: 3 clusters Score -1685263 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1685292.375000 Penalty: 4780.427246
	Iteration 37Q: 3 clusters Score -1685292 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -1685322.250000 Penalty: 4780.427246
	Iteration 38Q: 3 clusters Score -1685322 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1685345.750000 Penalty: 4780.427246
	Iteration 39Q: 3 clusters Score -1685346 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1685363.125000 Penalty: 4780.427246
	Iteration 40F: 3 clusters Score -1685363 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1685384.375000 Penalty: 4780.427246
	Iteration 41Q: 3 clusters Score -1685384 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1685408.125000 Penalty: 4780.427246
	Iteration 42Q: 3 clusters Score -1685408 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1685418.000000 Penalty: 4780.427246
	Iteration 43Q: 3 clusters Score -1685418 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -1685436.625000 Penalty: 4780.427246
	Iteration 44Q: 3 clusters Score -1685437 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1685456.875000 Penalty: 4780.427246
	Iteration 45Q: 3 clusters Score -1685457 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11008 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -1685478.375000 Penalty: 4780.427246
	Iteration 46Q: 3 clusters Score -1685478 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1685497.375000 Penalty: 4780.427246
	Iteration 47Q: 3 clusters Score -1685497 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1685514.500000 Penalty: 4780.427246
	Iteration 48Q: 3 clusters Score -1685514 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1685526.000000 Penalty: 4780.427246
	Iteration 49Q: 3 clusters Score -1685526 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1685552.375000 Penalty: 4780.427246
	Iteration 50Q: 3 clusters Score -1685552 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -1685566.625000 Penalty: 4780.427246
	Iteration 51Q: 3 clusters Score -1685567 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1685578.000000 Penalty: 4780.427246
	Iteration 52Q: 3 clusters Score -1685578 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1685591.625000 Penalty: 4780.427246
	Iteration 53Q: 3 clusters Score -1685592 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1685597.750000 Penalty: 4780.427246
	Iteration 54Q: 3 clusters Score -1685598 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1685608.750000 Penalty: 4780.427246
	Iteration 55Q: 3 clusters Score -1685609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1685615.875000 Penalty: 4780.427246
	Iteration 56Q: 3 clusters Score -1685616 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1685629.000000 Penalty: 4780.427246
	Iteration 57Q: 3 clusters Score -1685629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1685634.625000 Penalty: 4780.427246
	Iteration 58Q: 3 clusters Score -1685635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1685646.375000 Penalty: 4780.427246
	Iteration 59Q: 3 clusters Score -1685646 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1685651.875000 Penalty: 4780.427246
	Iteration 60F: 3 clusters Score -1685652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1685658.250000 Penalty: 4780.427246
	Iteration 61Q: 3 clusters Score -1685658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1685658.750000 Penalty: 4780.427246
	Iteration 62Q: 3 clusters Score -1685659 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1685656.500000 Penalty: 4780.427246
	Iteration 63Q: 3 clusters Score -1685656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1685663.750000 Penalty: 4780.427246
	Iteration 64Q: 3 clusters Score -1685664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1685666.125000 Penalty: 4780.427246
	Iteration 65Q: 3 clusters Score -1685666 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -1685669.250000 Penalty: 4780.427246
	Iteration 66Q: 3 clusters Score -1685669 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1685675.000000 Penalty: 4780.427246
	Iteration 67Q: 3 clusters Score -1685675 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1685678.000000 Penalty: 4780.427246
	Iteration 68Q: 3 clusters Score -1685678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -1685681.625000 Penalty: 4780.427246
	Iteration 69Q: 3 clusters Score -1685682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -1685686.375000 Penalty: 4780.427246
	Iteration 70Q: 3 clusters Score -1685686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1685686.000000 Penalty: 4780.427246
	Iteration 71Q: 3 clusters Score -1685686 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1685695.250000 Penalty: 4780.427246
	Iteration 72Q: 3 clusters Score -1685695 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -1685696.625000 Penalty: 4780.427246
	Iteration 73Q: 3 clusters Score -1685697 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11944 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1685705.500000 Penalty: 4780.427246
	Iteration 74Q: 3 clusters Score -1685706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1685707.250000 Penalty: 4780.427246
	Iteration 75Q: 3 clusters Score -1685707 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1685713.500000 Penalty: 4780.427246
	Iteration 76Q: 3 clusters Score -1685714 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1685721.375000 Penalty: 4780.427246
	Iteration 77Q: 3 clusters Score -1685721 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12054 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1685731.625000 Penalty: 4780.427246
	Iteration 78Q: 3 clusters Score -1685732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1685733.875000 Penalty: 4780.427246
	Iteration 79Q: 3 clusters Score -1685734 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -1685741.875000 Penalty: 4780.427246
	Iteration 80F: 3 clusters Score -1685742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1685746.375000 Penalty: 4780.427246
	Iteration 81Q: 3 clusters Score -1685746 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1685757.250000 Penalty: 4780.427246
	Iteration 82Q: 3 clusters Score -1685757 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1685758.250000 Penalty: 4780.427246
	Iteration 83Q: 3 clusters Score -1685758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1685758.875000 Penalty: 4780.427246
	Iteration 84Q: 3 clusters Score -1685759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1685765.750000 Penalty: 4780.427246
	Iteration 85Q: 3 clusters Score -1685766 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1685766.875000 Penalty: 4780.427246
	Iteration 86Q: 3 clusters Score -1685767 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12242 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1685773.625000 Penalty: 4780.427246
	Iteration 87Q: 3 clusters Score -1685774 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -1685779.875000 Penalty: 4780.427246
	Iteration 88Q: 3 clusters Score -1685780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1685777.000000 Penalty: 4780.427246
	Iteration 89Q: 3 clusters Score -1685777 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1685783.250000 Penalty: 4780.427246
	Iteration 90Q: 3 clusters Score -1685783 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -1685789.375000 Penalty: 4780.427246
	Iteration 91Q: 3 clusters Score -1685789 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12385 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1685793.625000 Penalty: 4780.427246
	Iteration 92Q: 3 clusters Score -1685794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1685799.875000 Penalty: 4780.427246
	Iteration 93Q: 3 clusters Score -1685800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1685804.500000 Penalty: 4780.427246
	Iteration 94Q: 3 clusters Score -1685804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1685804.875000 Penalty: 4780.427246
	Iteration 95Q: 3 clusters Score -1685805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1685810.500000 Penalty: 4780.427246
	Iteration 96Q: 3 clusters Score -1685810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12482 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -1685811.500000 Penalty: 4780.427246
	Iteration 97Q: 3 clusters Score -1685812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12490 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -1685813.000000 Penalty: 4780.427246
	Iteration 98Q: 3 clusters Score -1685813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -1685816.375000 Penalty: 4780.427246
	Iteration 99Q: 3 clusters Score -1685816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1685821.750000 Penalty: 4780.427246
	Iteration 100F: 3 clusters Score -1685822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1685825.750000 Penalty: 4780.427246
	Iteration 101Q: 3 clusters Score -1685826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1685825.375000 Penalty: 4780.427246
	Iteration 102Q: 3 clusters Score -1685825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -1685828.125000 Penalty: 4780.427246
	Iteration 103Q: 3 clusters Score -1685828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1685830.625000 Penalty: 4780.427246
	Iteration 104Q: 3 clusters Score -1685831 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1685829.500000 Penalty: 4780.427246
	Iteration 105Q: 3 clusters Score -1685830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12552 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1685831.375000 Penalty: 4780.427246
	Iteration 106Q: 3 clusters Score -1685831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1685834.125000 Penalty: 4780.427246
	Iteration 107Q: 3 clusters Score -1685834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12582 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -1685835.250000 Penalty: 4780.427246
	Iteration 108Q: 3 clusters Score -1685835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12599 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1685839.625000 Penalty: 4780.427246
	Iteration 109Q: 3 clusters Score -1685840 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12618 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1685840.125000 Penalty: 4780.427246
	Iteration 110Q: 3 clusters Score -1685840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -1685848.000000 Penalty: 4780.427246
	Iteration 111Q: 3 clusters Score -1685848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1685853.500000 Penalty: 4780.427246
	Iteration 112Q: 3 clusters Score -1685854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1685850.875000 Penalty: 4780.427246
	Iteration 113Q: 3 clusters Score -1685851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1685855.625000 Penalty: 4780.427246
	Iteration 114Q: 3 clusters Score -1685856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1685862.750000 Penalty: 4780.427246
	Iteration 115Q: 3 clusters Score -1685863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -1685860.625000 Penalty: 4780.427246
	Iteration 116Q: 3 clusters Score -1685861 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1685865.125000 Penalty: 4780.427246
	Iteration 117Q: 3 clusters Score -1685865 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -1685864.500000 Penalty: 4780.427246
	Iteration 118Q: 3 clusters Score -1685864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1685868.500000 Penalty: 4780.427246
	Iteration 119Q: 3 clusters Score -1685868 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12740 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1685870.875000 Penalty: 4780.427246
	Iteration 120F: 3 clusters Score -1685871 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1685878.250000 Penalty: 4780.427246
	Iteration 121Q: 3 clusters Score -1685878 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12771 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1685875.875000 Penalty: 4780.427246
	Iteration 122Q: 3 clusters Score -1685876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12792 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1685882.375000 Penalty: 4780.427246
	Iteration 123Q: 3 clusters Score -1685882 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1685891.375000 Penalty: 4780.427246
	Iteration 124Q: 3 clusters Score -1685891 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1685888.625000 Penalty: 4780.427246
	Iteration 125Q: 3 clusters Score -1685889 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -1685891.375000 Penalty: 4780.427246
	Iteration 126Q: 3 clusters Score -1685891 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12857 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -1685896.625000 Penalty: 4780.427246
	Iteration 127Q: 3 clusters Score -1685897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1685895.250000 Penalty: 4780.427246
	Iteration 128Q: 3 clusters Score -1685895 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1685898.875000 Penalty: 4780.427246
	Iteration 129Q: 3 clusters Score -1685899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1685901.750000 Penalty: 4780.427246
	Iteration 130Q: 3 clusters Score -1685902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1685909.000000 Penalty: 4780.427246
	Iteration 131Q: 3 clusters Score -1685909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1685911.625000 Penalty: 4780.427246
	Iteration 132Q: 3 clusters Score -1685912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1685916.375000 Penalty: 4780.427246
	Iteration 133Q: 3 clusters Score -1685916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1685917.875000 Penalty: 4780.427246
	Iteration 134Q: 3 clusters Score -1685918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1685920.375000 Penalty: 4780.427246
	Iteration 135Q: 3 clusters Score -1685920 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1685928.750000 Penalty: 4780.427246
	Iteration 136Q: 3 clusters Score -1685929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1685930.875000 Penalty: 4780.427246
	Iteration 137Q: 3 clusters Score -1685931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1685932.500000 Penalty: 4780.427246
	Iteration 138Q: 3 clusters Score -1685932 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13033 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1685932.375000 Penalty: 4780.427246
	Iteration 139Q: 3 clusters Score -1685932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1685931.125000 Penalty: 4780.427246
	Iteration 140F: 3 clusters Score -1685931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1685933.250000 Penalty: 4780.427246
	Iteration 141Q: 3 clusters Score -1685933 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13044 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1685934.500000 Penalty: 4780.427246
	Iteration 142Q: 3 clusters Score -1685934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1685934.625000 Penalty: 4780.427246
	Iteration 143Q: 3 clusters Score -1685935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1685937.250000 Penalty: 4780.427246
	Iteration 144Q: 3 clusters Score -1685937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1685937.500000 Penalty: 4780.427246
	Iteration 145Q: 3 clusters Score -1685938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1685936.250000 Penalty: 4780.427246
	Iteration 146Q: 3 clusters Score -1685936 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1685938.625000 Penalty: 4780.427246
	Iteration 147Q: 3 clusters Score -1685939 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -1685943.125000 Penalty: 4780.427246
	Iteration 148Q: 3 clusters Score -1685943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1685948.875000 Penalty: 4780.427246
	Iteration 149Q: 3 clusters Score -1685949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1685951.250000 Penalty: 4780.427246
	Iteration 150Q: 3 clusters Score -1685951 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1685955.375000 Penalty: 4780.427246
	Iteration 151Q: 3 clusters Score -1685955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1685954.375000 Penalty: 4780.427246
	Iteration 152Q: 3 clusters Score -1685954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1685960.500000 Penalty: 4780.427246
	Iteration 153Q: 3 clusters Score -1685960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1685963.250000 Penalty: 4780.427246
	Iteration 154Q: 3 clusters Score -1685963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1685963.750000 Penalty: 4780.427246
	Iteration 155Q: 3 clusters Score -1685964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1685963.500000 Penalty: 4780.427246
	Iteration 156Q: 3 clusters Score -1685964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1685964.875000 Penalty: 4780.427246
	Iteration 157Q: 3 clusters Score -1685965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1685964.625000 Penalty: 4780.427246
	Iteration 158Q: 3 clusters Score -1685965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1685970.250000 Penalty: 4780.427246
	Iteration 159Q: 3 clusters Score -1685970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1685969.125000 Penalty: 4780.427246
	Iteration 160F: 3 clusters Score -1685969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1685973.875000 Penalty: 4780.427246
	Iteration 161Q: 3 clusters Score -1685974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13195 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1685972.750000 Penalty: 4780.427246
	Iteration 162Q: 3 clusters Score -1685973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13199 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1685976.125000 Penalty: 4780.427246
	Iteration 163Q: 3 clusters Score -1685976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1685975.125000 Penalty: 4780.427246
	Iteration 164Q: 3 clusters Score -1685975 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1685981.125000 Penalty: 4780.427246
	Iteration 165Q: 3 clusters Score -1685981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1685981.875000 Penalty: 4780.427246
	Iteration 166Q: 3 clusters Score -1685982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1685986.125000 Penalty: 4780.427246
	Iteration 167Q: 3 clusters Score -1685986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1685985.875000 Penalty: 4780.427246
	Iteration 168Q: 3 clusters Score -1685986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1685986.625000 Penalty: 4780.427246
	Iteration 169Q: 3 clusters Score -1685987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1685988.625000 Penalty: 4780.427246
	Iteration 170Q: 3 clusters Score -1685989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1685989.750000 Penalty: 4780.427246
	Iteration 171Q: 3 clusters Score -1685990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1685990.500000 Penalty: 4780.427246
	Iteration 172Q: 3 clusters Score -1685990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1685989.625000 Penalty: 4780.427246
	Iteration 173Q: 3 clusters Score -1685990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1685989.375000 Penalty: 4780.427246
	Iteration 174Q: 3 clusters Score -1685989 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1685988.375000 Penalty: 4780.427246
	Iteration 175Q: 3 clusters Score -1685988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1685988.375000 Penalty: 4780.427246
	Iteration 176F: 3 clusters Score -1685988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (37979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Entering Unmasked Estep 
Score: -4506755.500000 Penalty: 2615.107422
	Iteration 0F: 2 clusters Score -4506756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4480886.500000 Penalty: 5230.214844
	Iteration 0F: 3 clusters Score -4480886 nChanged 17292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -4490215.500000 Penalty: 5230.214844
	Iteration 1F: 3 clusters Score -4490216 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -4490612.500000 Penalty: 5230.214844
	Iteration 2Q: 3 clusters Score -4490612 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18921 members 
Mstep: Class 2 contains 19058 members 
Entering Unmasked Estep 
Score: -4490964.500000 Penalty: 5230.214844
	Iteration 3Q: 3 clusters Score -4490964 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -4491285.500000 Penalty: 5230.214844
	Iteration 4Q: 3 clusters Score -4491286 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 19211 members 
Entering Unmasked Estep 
Score: -4491613.500000 Penalty: 5230.214844
	Iteration 5Q: 3 clusters Score -4491614 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 19405 members 
Entering Unmasked Estep 
Score: -4492026.000000 Penalty: 5230.214844
	Iteration 6Q: 3 clusters Score -4492026 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -4492558.000000 Penalty: 5230.214844
	Iteration 7Q: 3 clusters Score -4492558 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -4493263.500000 Penalty: 5230.214844
	Iteration 8Q: 3 clusters Score -4493264 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -4494279.000000 Penalty: 5230.214844
	Iteration 9Q: 3 clusters Score -4494279 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -4495566.000000 Penalty: 5230.214844
	Iteration 10F: 3 clusters Score -4495566 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -4497234.500000 Penalty: 5230.214844
	Iteration 11F: 3 clusters Score -4497234 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14570 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -4499046.500000 Penalty: 5230.214844
	Iteration 12F: 3 clusters Score -4499046 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -4500522.000000 Penalty: 5230.214844
	Iteration 13F: 3 clusters Score -4500522 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 24895 members 
Entering Unmasked Estep 
Score: -4501262.000000 Penalty: 5230.214844
	Iteration 14Q: 3 clusters Score -4501262 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -4501649.000000 Penalty: 5230.214844
	Iteration 15Q: 3 clusters Score -4501649 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -4501877.000000 Penalty: 5230.214844
	Iteration 16Q: 3 clusters Score -4501877 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -4502056.500000 Penalty: 5230.214844
	Iteration 17Q: 3 clusters Score -4502056 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -4502166.500000 Penalty: 5230.214844
	Iteration 18Q: 3 clusters Score -4502166 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -4502264.500000 Penalty: 5230.214844
	Iteration 19Q: 3 clusters Score -4502264 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -4502394.000000 Penalty: 5230.214844
	Iteration 20F: 3 clusters Score -4502394 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -4502484.500000 Penalty: 5230.214844
	Iteration 21Q: 3 clusters Score -4502484 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -4502614.000000 Penalty: 5230.214844
	Iteration 22Q: 3 clusters Score -4502614 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -4502705.500000 Penalty: 5230.214844
	Iteration 23Q: 3 clusters Score -4502706 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 28981 members 
Entering Unmasked Estep 
Score: -4502771.500000 Penalty: 5230.214844
	Iteration 24Q: 3 clusters Score -4502772 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -4502858.500000 Penalty: 5230.214844
	Iteration 25Q: 3 clusters Score -4502858 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 29630 members 
Entering Unmasked Estep 
Score: -4502934.500000 Penalty: 5230.214844
	Iteration 26Q: 3 clusters Score -4502934 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 29937 members 
Entering Unmasked Estep 
Score: -4502983.500000 Penalty: 5230.214844
	Iteration 27Q: 3 clusters Score -4502984 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -4503055.000000 Penalty: 5230.214844
	Iteration 28Q: 3 clusters Score -4503055 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 30513 members 
Entering Unmasked Estep 
Score: -4503136.000000 Penalty: 5230.214844
	Iteration 29Q: 3 clusters Score -4503136 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 30797 members 
Entering Unmasked Estep 
Score: -4503209.000000 Penalty: 5230.214844
	Iteration 30Q: 3 clusters Score -4503209 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -4503281.000000 Penalty: 5230.214844
	Iteration 31Q: 3 clusters Score -4503281 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -4503343.500000 Penalty: 5230.214844
	Iteration 32Q: 3 clusters Score -4503344 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 31602 members 
Entering Unmasked Estep 
Score: -4503416.500000 Penalty: 5230.214844
	Iteration 33Q: 3 clusters Score -4503416 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 31859 members 
Entering Unmasked Estep 
Score: -4503481.500000 Penalty: 5230.214844
	Iteration 34Q: 3 clusters Score -4503482 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 32095 members 
Entering Unmasked Estep 
Score: -4503545.000000 Penalty: 5230.214844
	Iteration 35Q: 3 clusters Score -4503545 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -4503602.500000 Penalty: 5230.214844
	Iteration 36Q: 3 clusters Score -4503602 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 32537 members 
Entering Unmasked Estep 
Score: -4503670.500000 Penalty: 5230.214844
	Iteration 37Q: 3 clusters Score -4503670 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -4503721.000000 Penalty: 5230.214844
	Iteration 38Q: 3 clusters Score -4503721 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -4503800.000000 Penalty: 5230.214844
	Iteration 39Q: 3 clusters Score -4503800 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -4503858.000000 Penalty: 5230.214844
	Iteration 40F: 3 clusters Score -4503858 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 33339 members 
Entering Unmasked Estep 
Score: -4503899.500000 Penalty: 5230.214844
	Iteration 41Q: 3 clusters Score -4503900 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 33525 members 
Entering Unmasked Estep 
Score: -4503947.500000 Penalty: 5230.214844
	Iteration 42Q: 3 clusters Score -4503948 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 33684 members 
Entering Unmasked Estep 
Score: -4503981.000000 Penalty: 5230.214844
	Iteration 43Q: 3 clusters Score -4503981 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -4504005.500000 Penalty: 5230.214844
	Iteration 44Q: 3 clusters Score -4504006 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -4504027.500000 Penalty: 5230.214844
	Iteration 45Q: 3 clusters Score -4504028 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4504043.500000 Penalty: 5230.214844
	Iteration 46Q: 3 clusters Score -4504044 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 34124 members 
Entering Unmasked Estep 
Score: -4504064.000000 Penalty: 5230.214844
	Iteration 47Q: 3 clusters Score -4504064 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 34210 members 
Entering Unmasked Estep 
Score: -4504086.500000 Penalty: 5230.214844
	Iteration 48Q: 3 clusters Score -4504086 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 34298 members 
Entering Unmasked Estep 
Score: -4504118.000000 Penalty: 5230.214844
	Iteration 49Q: 3 clusters Score -4504118 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 34394 members 
Entering Unmasked Estep 
Score: -4504147.500000 Penalty: 5230.214844
	Iteration 50Q: 3 clusters Score -4504148 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4504168.000000 Penalty: 5230.214844
	Iteration 51Q: 3 clusters Score -4504168 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -4504188.500000 Penalty: 5230.214844
	Iteration 52Q: 3 clusters Score -4504188 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -4504223.000000 Penalty: 5230.214844
	Iteration 53Q: 3 clusters Score -4504223 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 34707 members 
Entering Unmasked Estep 
Score: -4504231.000000 Penalty: 5230.214844
	Iteration 54Q: 3 clusters Score -4504231 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 34779 members 
Entering Unmasked Estep 
Score: -4504246.500000 Penalty: 5230.214844
	Iteration 55Q: 3 clusters Score -4504246 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -4504258.500000 Penalty: 5230.214844
	Iteration 56Q: 3 clusters Score -4504258 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -4504266.000000 Penalty: 5230.214844
	Iteration 57Q: 3 clusters Score -4504266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 34957 members 
Entering Unmasked Estep 
Score: -4504285.000000 Penalty: 5230.214844
	Iteration 58Q: 3 clusters Score -4504285 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 35025 members 
Entering Unmasked Estep 
Score: -4504302.000000 Penalty: 5230.214844
	Iteration 59Q: 3 clusters Score -4504302 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -4504328.500000 Penalty: 5230.214844
	Iteration 60F: 3 clusters Score -4504328 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 35153 members 
Entering Unmasked Estep 
Score: -4504346.000000 Penalty: 5230.214844
	Iteration 61Q: 3 clusters Score -4504346 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 35224 members 
Entering Unmasked Estep 
Score: -4504349.500000 Penalty: 5230.214844
	Iteration 62Q: 3 clusters Score -4504350 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 35284 members 
Entering Unmasked Estep 
Score: -4504359.500000 Penalty: 5230.214844
	Iteration 63Q: 3 clusters Score -4504360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 35339 members 
Entering Unmasked Estep 
Score: -4504370.000000 Penalty: 5230.214844
	Iteration 64Q: 3 clusters Score -4504370 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 35393 members 
Entering Unmasked Estep 
Score: -4504380.000000 Penalty: 5230.214844
	Iteration 65Q: 3 clusters Score -4504380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -4504395.500000 Penalty: 5230.214844
	Iteration 66Q: 3 clusters Score -4504396 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4504403.500000 Penalty: 5230.214844
	Iteration 67Q: 3 clusters Score -4504404 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 35530 members 
Entering Unmasked Estep 
Score: -4504421.000000 Penalty: 5230.214844
	Iteration 68Q: 3 clusters Score -4504421 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 35588 members 
Entering Unmasked Estep 
Score: -4504440.500000 Penalty: 5230.214844
	Iteration 69Q: 3 clusters Score -4504440 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -4504460.000000 Penalty: 5230.214844
	Iteration 70Q: 3 clusters Score -4504460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 35705 members 
Entering Unmasked Estep 
Score: -4504469.500000 Penalty: 5230.214844
	Iteration 71Q: 3 clusters Score -4504470 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -4504479.500000 Penalty: 5230.214844
	Iteration 72Q: 3 clusters Score -4504480 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -4504499.500000 Penalty: 5230.214844
	Iteration 73Q: 3 clusters Score -4504500 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -4504514.000000 Penalty: 5230.214844
	Iteration 74Q: 3 clusters Score -4504514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -4504513.500000 Penalty: 5230.214844
	Iteration 75Q: 3 clusters Score -4504514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 35952 members 
Entering Unmasked Estep 
Score: -4504539.000000 Penalty: 5230.214844
	Iteration 76Q: 3 clusters Score -4504539 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 35980 members 
Entering Unmasked Estep 
Score: -4504538.000000 Penalty: 5230.214844
	Iteration 77Q: 3 clusters Score -4504538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 36003 members 
Entering Unmasked Estep 
Score: -4504540.500000 Penalty: 5230.214844
	Iteration 78Q: 3 clusters Score -4504540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 36023 members 
Entering Unmasked Estep 
Score: -4504552.500000 Penalty: 5230.214844
	Iteration 79Q: 3 clusters Score -4504552 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 36037 members 
Entering Unmasked Estep 
Score: -4504559.500000 Penalty: 5230.214844
	Iteration 80F: 3 clusters Score -4504560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 36051 members 
Entering Unmasked Estep 
Score: -4504555.500000 Penalty: 5230.214844
	Iteration 81Q: 3 clusters Score -4504556 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -4504553.500000 Penalty: 5230.214844
	Iteration 82Q: 3 clusters Score -4504554 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 36076 members 
Entering Unmasked Estep 
Score: -4504547.000000 Penalty: 5230.214844
	Iteration 83Q: 3 clusters Score -4504547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -4504555.000000 Penalty: 5230.214844
	Iteration 84Q: 3 clusters Score -4504555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -4504552.000000 Penalty: 5230.214844
	Iteration 85Q: 3 clusters Score -4504552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 36099 members 
Entering Unmasked Estep 
Score: -4504555.000000 Penalty: 5230.214844
	Iteration 86Q: 3 clusters Score -4504555 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 36107 members 
Entering Unmasked Estep 
Score: -4504553.500000 Penalty: 5230.214844
	Iteration 87Q: 3 clusters Score -4504554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 36113 members 
Entering Unmasked Estep 
Score: -4504557.000000 Penalty: 5230.214844
	Iteration 88Q: 3 clusters Score -4504557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4504557.000000 Penalty: 5230.214844
	Iteration 89Q: 3 clusters Score -4504557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 36118 members 
Entering Unmasked Estep 
Score: -4504558.000000 Penalty: 5230.214844
	Iteration 90Q: 3 clusters Score -4504558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 36120 members 
Entering Unmasked Estep 
Score: -4504559.500000 Penalty: 5230.214844
	Iteration 91Q: 3 clusters Score -4504560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4504560.500000 Penalty: 5230.214844
	Iteration 92Q: 3 clusters Score -4504560 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 36121 members 
Entering Unmasked Estep 
Score: -4504560.500000 Penalty: 5230.214844
	Iteration 93F: 3 clusters Score -4504560 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (24788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Entering Unmasked Estep 
Score: -2965565.750000 Penalty: 2509.292480
	Iteration 0F: 2 clusters Score -2965566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12425 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2948367.500000 Penalty: 5018.584961
	Iteration 0F: 3 clusters Score -2948368 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -2954445.000000 Penalty: 5018.584961
	Iteration 1F: 3 clusters Score -2954445 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12276 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2955093.250000 Penalty: 5018.584961
	Iteration 2F: 3 clusters Score -2955093 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12195 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2955777.500000 Penalty: 5018.584961
	Iteration 3F: 3 clusters Score -2955778 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -2956455.500000 Penalty: 5018.584961
	Iteration 4F: 3 clusters Score -2956456 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2957156.250000 Penalty: 5018.584961
	Iteration 5F: 3 clusters Score -2957156 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -2957944.000000 Penalty: 5018.584961
	Iteration 6F: 3 clusters Score -2957944 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2958907.500000 Penalty: 5018.584961
	Iteration 7F: 3 clusters Score -2958908 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -2959969.750000 Penalty: 5018.584961
	Iteration 8F: 3 clusters Score -2959970 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -2960785.500000 Penalty: 5018.584961
	Iteration 9Q: 3 clusters Score -2960786 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2961376.500000 Penalty: 5018.584961
	Iteration 10Q: 3 clusters Score -2961376 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -2961678.000000 Penalty: 5018.584961
	Iteration 11Q: 3 clusters Score -2961678 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2961841.250000 Penalty: 5018.584961
	Iteration 12Q: 3 clusters Score -2961841 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2961940.250000 Penalty: 5018.584961
	Iteration 13Q: 3 clusters Score -2961940 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2962067.000000 Penalty: 5018.584961
	Iteration 14Q: 3 clusters Score -2962067 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2962176.000000 Penalty: 5018.584961
	Iteration 15Q: 3 clusters Score -2962176 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2962257.000000 Penalty: 5018.584961
	Iteration 16Q: 3 clusters Score -2962257 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2962324.000000 Penalty: 5018.584961
	Iteration 17Q: 3 clusters Score -2962324 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2962368.500000 Penalty: 5018.584961
	Iteration 18Q: 3 clusters Score -2962368 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2962427.500000 Penalty: 5018.584961
	Iteration 19Q: 3 clusters Score -2962428 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2962473.750000 Penalty: 5018.584961
	Iteration 20F: 3 clusters Score -2962474 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2962508.500000 Penalty: 5018.584961
	Iteration 21Q: 3 clusters Score -2962508 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2962543.250000 Penalty: 5018.584961
	Iteration 22Q: 3 clusters Score -2962543 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2962584.500000 Penalty: 5018.584961
	Iteration 23Q: 3 clusters Score -2962584 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2962618.500000 Penalty: 5018.584961
	Iteration 24Q: 3 clusters Score -2962618 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -2962666.750000 Penalty: 5018.584961
	Iteration 25Q: 3 clusters Score -2962667 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -2962702.000000 Penalty: 5018.584961
	Iteration 26Q: 3 clusters Score -2962702 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -2962745.750000 Penalty: 5018.584961
	Iteration 27Q: 3 clusters Score -2962746 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -2962783.250000 Penalty: 5018.584961
	Iteration 28Q: 3 clusters Score -2962783 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2962816.750000 Penalty: 5018.584961
	Iteration 29Q: 3 clusters Score -2962817 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -2962855.500000 Penalty: 5018.584961
	Iteration 30Q: 3 clusters Score -2962856 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 20119 members 
Entering Unmasked Estep 
Score: -2962886.250000 Penalty: 5018.584961
	Iteration 31Q: 3 clusters Score -2962886 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 20284 members 
Entering Unmasked Estep 
Score: -2962953.000000 Penalty: 5018.584961
	Iteration 32Q: 3 clusters Score -2962953 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -2962993.500000 Penalty: 5018.584961
	Iteration 33Q: 3 clusters Score -2962994 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2963033.750000 Penalty: 5018.584961
	Iteration 34Q: 3 clusters Score -2963034 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -2963089.750000 Penalty: 5018.584961
	Iteration 35Q: 3 clusters Score -2963090 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2963139.000000 Penalty: 5018.584961
	Iteration 36Q: 3 clusters Score -2963139 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2963184.000000 Penalty: 5018.584961
	Iteration 37Q: 3 clusters Score -2963184 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2963222.500000 Penalty: 5018.584961
	Iteration 38Q: 3 clusters Score -2963222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -2963257.000000 Penalty: 5018.584961
	Iteration 39Q: 3 clusters Score -2963257 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -2963282.750000 Penalty: 5018.584961
	Iteration 40F: 3 clusters Score -2963283 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 21524 members 
Entering Unmasked Estep 
Score: -2963325.750000 Penalty: 5018.584961
	Iteration 41Q: 3 clusters Score -2963326 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 21637 members 
Entering Unmasked Estep 
Score: -2963357.750000 Penalty: 5018.584961
	Iteration 42Q: 3 clusters Score -2963358 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2963403.000000 Penalty: 5018.584961
	Iteration 43Q: 3 clusters Score -2963403 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -2963446.500000 Penalty: 5018.584961
	Iteration 44Q: 3 clusters Score -2963446 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -2963491.500000 Penalty: 5018.584961
	Iteration 45Q: 3 clusters Score -2963492 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -2963524.500000 Penalty: 5018.584961
	Iteration 46Q: 3 clusters Score -2963524 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -2963552.750000 Penalty: 5018.584961
	Iteration 47Q: 3 clusters Score -2963553 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -2963580.750000 Penalty: 5018.584961
	Iteration 48Q: 3 clusters Score -2963581 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -2963598.500000 Penalty: 5018.584961
	Iteration 49Q: 3 clusters Score -2963598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2963617.000000 Penalty: 5018.584961
	Iteration 50Q: 3 clusters Score -2963617 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2963628.000000 Penalty: 5018.584961
	Iteration 51Q: 3 clusters Score -2963628 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -2963652.250000 Penalty: 5018.584961
	Iteration 52Q: 3 clusters Score -2963652 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2963671.250000 Penalty: 5018.584961
	Iteration 53Q: 3 clusters Score -2963671 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -2963679.500000 Penalty: 5018.584961
	Iteration 54Q: 3 clusters Score -2963680 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -2963696.750000 Penalty: 5018.584961
	Iteration 55Q: 3 clusters Score -2963697 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2963714.250000 Penalty: 5018.584961
	Iteration 56Q: 3 clusters Score -2963714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -2963726.500000 Penalty: 5018.584961
	Iteration 57Q: 3 clusters Score -2963726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -2963734.000000 Penalty: 5018.584961
	Iteration 58Q: 3 clusters Score -2963734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2963740.500000 Penalty: 5018.584961
	Iteration 59Q: 3 clusters Score -2963740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 22774 members 
Entering Unmasked Estep 
Score: -2963743.000000 Penalty: 5018.584961
	Iteration 60F: 3 clusters Score -2963743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2963748.750000 Penalty: 5018.584961
	Iteration 61Q: 3 clusters Score -2963749 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 22818 members 
Entering Unmasked Estep 
Score: -2963750.750000 Penalty: 5018.584961
	Iteration 62Q: 3 clusters Score -2963751 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -2963747.250000 Penalty: 5018.584961
	Iteration 63Q: 3 clusters Score -2963747 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 22841 members 
Entering Unmasked Estep 
Score: -2963751.750000 Penalty: 5018.584961
	Iteration 64Q: 3 clusters Score -2963752 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2963756.000000 Penalty: 5018.584961
	Iteration 65Q: 3 clusters Score -2963756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2963756.750000 Penalty: 5018.584961
	Iteration 66Q: 3 clusters Score -2963757 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -2963763.750000 Penalty: 5018.584961
	Iteration 67Q: 3 clusters Score -2963764 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2963763.750000 Penalty: 5018.584961
	Iteration 68Q: 3 clusters Score -2963764 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -2963768.250000 Penalty: 5018.584961
	Iteration 69Q: 3 clusters Score -2963768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2963769.500000 Penalty: 5018.584961
	Iteration 70Q: 3 clusters Score -2963770 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -2963777.000000 Penalty: 5018.584961
	Iteration 71Q: 3 clusters Score -2963777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -2963790.000000 Penalty: 5018.584961
	Iteration 72Q: 3 clusters Score -2963790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -2963789.750000 Penalty: 5018.584961
	Iteration 73Q: 3 clusters Score -2963790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2963796.250000 Penalty: 5018.584961
	Iteration 74Q: 3 clusters Score -2963796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -2963800.250000 Penalty: 5018.584961
	Iteration 75Q: 3 clusters Score -2963800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2963797.000000 Penalty: 5018.584961
	Iteration 76Q: 3 clusters Score -2963797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -2963804.000000 Penalty: 5018.584961
	Iteration 77Q: 3 clusters Score -2963804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -2963800.500000 Penalty: 5018.584961
	Iteration 78Q: 3 clusters Score -2963800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 23015 members 
Entering Unmasked Estep 
Score: -2963803.000000 Penalty: 5018.584961
	Iteration 79Q: 3 clusters Score -2963803 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 23017 members 
Entering Unmasked Estep 
Score: -2963802.750000 Penalty: 5018.584961
	Iteration 80F: 3 clusters Score -2963803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -2963800.000000 Penalty: 5018.584961
	Iteration 81Q: 3 clusters Score -2963800 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -2963801.250000 Penalty: 5018.584961
	Iteration 82Q: 3 clusters Score -2963801 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2963800.250000 Penalty: 5018.584961
	Iteration 83Q: 3 clusters Score -2963800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 23026 members 
Entering Unmasked Estep 
Score: -2963799.500000 Penalty: 5018.584961
	Iteration 84Q: 3 clusters Score -2963800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2963801.000000 Penalty: 5018.584961
	Iteration 85Q: 3 clusters Score -2963801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 23027 members 
Entering Unmasked Estep 
Score: -2963801.000000 Penalty: 5018.584961
	Iteration 86F: 3 clusters Score -2963801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (79077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Entering Unmasked Estep 
Score: -9379640.000000 Penalty: 2796.988037
	Iteration 0F: 2 clusters Score -9379640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39344 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -9326635.000000 Penalty: 5593.976074
	Iteration 0F: 3 clusters Score -9326635 nChanged 37022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 41709 members 
Entering Unmasked Estep 
Score: -9347978.000000 Penalty: 5593.976074
	Iteration 1F: 3 clusters Score -9347978 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36104 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -9349177.000000 Penalty: 5593.976074
	Iteration 2Q: 3 clusters Score -9349177 nChanged 3820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 44903 members 
Entering Unmasked Estep 
Score: -9350811.000000 Penalty: 5593.976074
	Iteration 3Q: 3 clusters Score -9350811 nChanged 4466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 47721 members 
Entering Unmasked Estep 
Score: -9353255.000000 Penalty: 5593.976074
	Iteration 4F: 3 clusters Score -9353255 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27628 members 
Mstep: Class 2 contains 51449 members 
Entering Unmasked Estep 
Score: -9356777.000000 Penalty: 5593.976074
	Iteration 5F: 3 clusters Score -9356777 nChanged 5820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -9361236.000000 Penalty: 5593.976074
	Iteration 6F: 3 clusters Score -9361236 nChanged 5541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 60152 members 
Entering Unmasked Estep 
Score: -9365987.000000 Penalty: 5593.976074
	Iteration 7F: 3 clusters Score -9365987 nChanged 4448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 63496 members 
Entering Unmasked Estep 
Score: -9369579.000000 Penalty: 5593.976074
	Iteration 8F: 3 clusters Score -9369579 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 65801 members 
Entering Unmasked Estep 
Score: -9371780.000000 Penalty: 5593.976074
	Iteration 9Q: 3 clusters Score -9371780 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 67399 members 
Entering Unmasked Estep 
Score: -9373121.000000 Penalty: 5593.976074
	Iteration 10Q: 3 clusters Score -9373121 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10431 members 
Mstep: Class 2 contains 68646 members 
Entering Unmasked Estep 
Score: -9374015.000000 Penalty: 5593.976074
	Iteration 11Q: 3 clusters Score -9374015 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 69671 members 
Entering Unmasked Estep 
Score: -9374654.000000 Penalty: 5593.976074
	Iteration 12Q: 3 clusters Score -9374654 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 70575 members 
Entering Unmasked Estep 
Score: -9375153.000000 Penalty: 5593.976074
	Iteration 13Q: 3 clusters Score -9375153 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 71315 members 
Entering Unmasked Estep 
Score: -9375542.000000 Penalty: 5593.976074
	Iteration 14Q: 3 clusters Score -9375542 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -9375792.000000 Penalty: 5593.976074
	Iteration 15Q: 3 clusters Score -9375792 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 72557 members 
Entering Unmasked Estep 
Score: -9376020.000000 Penalty: 5593.976074
	Iteration 16Q: 3 clusters Score -9376020 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -9376251.000000 Penalty: 5593.976074
	Iteration 17Q: 3 clusters Score -9376251 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 73573 members 
Entering Unmasked Estep 
Score: -9376457.000000 Penalty: 5593.976074
	Iteration 18Q: 3 clusters Score -9376457 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 73984 members 
Entering Unmasked Estep 
Score: -9376584.000000 Penalty: 5593.976074
	Iteration 19Q: 3 clusters Score -9376584 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 74305 members 
Entering Unmasked Estep 
Score: -9376688.000000 Penalty: 5593.976074
	Iteration 20F: 3 clusters Score -9376688 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 74578 members 
Entering Unmasked Estep 
Score: -9376744.000000 Penalty: 5593.976074
	Iteration 21Q: 3 clusters Score -9376744 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 74831 members 
Entering Unmasked Estep 
Score: -9376834.000000 Penalty: 5593.976074
	Iteration 22Q: 3 clusters Score -9376834 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 75075 members 
Entering Unmasked Estep 
Score: -9376902.000000 Penalty: 5593.976074
	Iteration 23Q: 3 clusters Score -9376902 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 75298 members 
Entering Unmasked Estep 
Score: -9376973.000000 Penalty: 5593.976074
	Iteration 24Q: 3 clusters Score -9376973 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 75501 members 
Entering Unmasked Estep 
Score: -9377046.000000 Penalty: 5593.976074
	Iteration 25Q: 3 clusters Score -9377046 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 75686 members 
Entering Unmasked Estep 
Score: -9377119.000000 Penalty: 5593.976074
	Iteration 26Q: 3 clusters Score -9377119 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 75849 members 
Entering Unmasked Estep 
Score: -9377158.000000 Penalty: 5593.976074
	Iteration 27Q: 3 clusters Score -9377158 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 76005 members 
Entering Unmasked Estep 
Score: -9377212.000000 Penalty: 5593.976074
	Iteration 28Q: 3 clusters Score -9377212 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 76140 members 
Entering Unmasked Estep 
Score: -9377234.000000 Penalty: 5593.976074
	Iteration 29Q: 3 clusters Score -9377234 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 76246 members 
Entering Unmasked Estep 
Score: -9377255.000000 Penalty: 5593.976074
	Iteration 30Q: 3 clusters Score -9377255 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 76336 members 
Entering Unmasked Estep 
Score: -9377293.000000 Penalty: 5593.976074
	Iteration 31Q: 3 clusters Score -9377293 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 76410 members 
Entering Unmasked Estep 
Score: -9377330.000000 Penalty: 5593.976074
	Iteration 32Q: 3 clusters Score -9377330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -9377336.000000 Penalty: 5593.976074
	Iteration 33Q: 3 clusters Score -9377336 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 76551 members 
Entering Unmasked Estep 
Score: -9377332.000000 Penalty: 5593.976074
	Iteration 34Q: 3 clusters Score -9377332 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 76606 members 
Entering Unmasked Estep 
Score: -9377352.000000 Penalty: 5593.976074
	Iteration 35Q: 3 clusters Score -9377352 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 76669 members 
Entering Unmasked Estep 
Score: -9377376.000000 Penalty: 5593.976074
	Iteration 36Q: 3 clusters Score -9377376 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 76729 members 
Entering Unmasked Estep 
Score: -9377397.000000 Penalty: 5593.976074
	Iteration 37Q: 3 clusters Score -9377397 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 76770 members 
Entering Unmasked Estep 
Score: -9377389.000000 Penalty: 5593.976074
	Iteration 38Q: 3 clusters Score -9377389 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 76801 members 
Entering Unmasked Estep 
Score: -9377390.000000 Penalty: 5593.976074
	Iteration 39Q: 3 clusters Score -9377390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 76830 members 
Entering Unmasked Estep 
Score: -9377389.000000 Penalty: 5593.976074
	Iteration 40F: 3 clusters Score -9377389 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 76866 members 
Entering Unmasked Estep 
Score: -9377418.000000 Penalty: 5593.976074
	Iteration 41Q: 3 clusters Score -9377418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 76890 members 
Entering Unmasked Estep 
Score: -9377419.000000 Penalty: 5593.976074
	Iteration 42Q: 3 clusters Score -9377419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 76912 members 
Entering Unmasked Estep 
Score: -9377428.000000 Penalty: 5593.976074
	Iteration 43Q: 3 clusters Score -9377428 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 76932 members 
Entering Unmasked Estep 
Score: -9377438.000000 Penalty: 5593.976074
	Iteration 44Q: 3 clusters Score -9377438 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 76944 members 
Entering Unmasked Estep 
Score: -9377438.000000 Penalty: 5593.976074
	Iteration 45Q: 3 clusters Score -9377438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 76954 members 
Entering Unmasked Estep 
Score: -9377443.000000 Penalty: 5593.976074
	Iteration 46Q: 3 clusters Score -9377443 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 76961 members 
Entering Unmasked Estep 
Score: -9377437.000000 Penalty: 5593.976074
	Iteration 47Q: 3 clusters Score -9377437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 76964 members 
Entering Unmasked Estep 
Score: -9377440.000000 Penalty: 5593.976074
	Iteration 48Q: 3 clusters Score -9377440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 76966 members 
Entering Unmasked Estep 
Score: -9377443.000000 Penalty: 5593.976074
	Iteration 49Q: 3 clusters Score -9377443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 76970 members 
Entering Unmasked Estep 
Score: -9377444.000000 Penalty: 5593.976074
	Iteration 50Q: 3 clusters Score -9377444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 76974 members 
Entering Unmasked Estep 
Score: -9377437.000000 Penalty: 5593.976074
	Iteration 51Q: 3 clusters Score -9377437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 76977 members 
Entering Unmasked Estep 
Score: -9377434.000000 Penalty: 5593.976074
	Iteration 52Q: 3 clusters Score -9377434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 76979 members 
Entering Unmasked Estep 
Score: -9377431.000000 Penalty: 5593.976074
	Iteration 53Q: 3 clusters Score -9377431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 76981 members 
Entering Unmasked Estep 
Score: -9377431.000000 Penalty: 5593.976074
	Iteration 54Q: 3 clusters Score -9377431 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 76983 members 
Entering Unmasked Estep 
Score: -9377440.000000 Penalty: 5593.976074
	Iteration 55Q: 3 clusters Score -9377440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 76984 members 
Entering Unmasked Estep 
Score: -9377439.000000 Penalty: 5593.976074
	Iteration 56Q: 3 clusters Score -9377439 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 76986 members 
Entering Unmasked Estep 
Score: -9377440.000000 Penalty: 5593.976074
	Iteration 57Q: 3 clusters Score -9377440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 76988 members 
Entering Unmasked Estep 
Score: -9377434.000000 Penalty: 5593.976074
	Iteration 58Q: 3 clusters Score -9377434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 76992 members 
Entering Unmasked Estep 
Score: -9377430.000000 Penalty: 5593.976074
	Iteration 59Q: 3 clusters Score -9377430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 77000 members 
Entering Unmasked Estep 
Score: -9377440.000000 Penalty: 5593.976074
	Iteration 60F: 3 clusters Score -9377440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 77006 members 
Entering Unmasked Estep 
Score: -9377446.000000 Penalty: 5593.976074
	Iteration 61Q: 3 clusters Score -9377446 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 77009 members 
Entering Unmasked Estep 
Score: -9377442.000000 Penalty: 5593.976074
	Iteration 62Q: 3 clusters Score -9377442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 77010 members 
Entering Unmasked Estep 
Score: -9377444.000000 Penalty: 5593.976074
	Iteration 63Q: 3 clusters Score -9377444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -9377444.000000 Penalty: 5593.976074
	Iteration 64Q: 3 clusters Score -9377444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 77011 members 
Entering Unmasked Estep 
Score: -9377444.000000 Penalty: 5593.976074
	Iteration 65F: 3 clusters Score -9377444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Entering Unmasked Estep 
Score: -1330998.500000 Penalty: 2328.614258
	Iteration 0F: 2 clusters Score -1330998 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1322071.000000 Penalty: 4657.228516
	Iteration 0F: 3 clusters Score -1322071 nChanged 5062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1324698.750000 Penalty: 4657.228516
	Iteration 1F: 3 clusters Score -1324699 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1325009.750000 Penalty: 4657.228516
	Iteration 2F: 3 clusters Score -1325010 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1325275.000000 Penalty: 4657.228516
	Iteration 3F: 3 clusters Score -1325275 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1325542.375000 Penalty: 4657.228516
	Iteration 4Q: 3 clusters Score -1325542 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1325807.250000 Penalty: 4657.228516
	Iteration 5Q: 3 clusters Score -1325807 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1326076.500000 Penalty: 4657.228516
	Iteration 6Q: 3 clusters Score -1326076 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -1326333.250000 Penalty: 4657.228516
	Iteration 7Q: 3 clusters Score -1326333 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1326516.125000 Penalty: 4657.228516
	Iteration 8Q: 3 clusters Score -1326516 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1326673.375000 Penalty: 4657.228516
	Iteration 9Q: 3 clusters Score -1326673 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1326802.375000 Penalty: 4657.228516
	Iteration 10Q: 3 clusters Score -1326802 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1326921.750000 Penalty: 4657.228516
	Iteration 11Q: 3 clusters Score -1326922 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -1327038.125000 Penalty: 4657.228516
	Iteration 12Q: 3 clusters Score -1327038 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -1327141.625000 Penalty: 4657.228516
	Iteration 13Q: 3 clusters Score -1327142 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1327242.750000 Penalty: 4657.228516
	Iteration 14Q: 3 clusters Score -1327243 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1327358.375000 Penalty: 4657.228516
	Iteration 15Q: 3 clusters Score -1327358 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -1327461.375000 Penalty: 4657.228516
	Iteration 16Q: 3 clusters Score -1327461 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -1327558.500000 Penalty: 4657.228516
	Iteration 17Q: 3 clusters Score -1327558 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1327670.250000 Penalty: 4657.228516
	Iteration 18Q: 3 clusters Score -1327670 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1327806.000000 Penalty: 4657.228516
	Iteration 19Q: 3 clusters Score -1327806 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1327962.250000 Penalty: 4657.228516
	Iteration 20F: 3 clusters Score -1327962 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1328175.625000 Penalty: 4657.228516
	Iteration 21Q: 3 clusters Score -1328176 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -1328424.500000 Penalty: 4657.228516
	Iteration 22Q: 3 clusters Score -1328424 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -1328679.125000 Penalty: 4657.228516
	Iteration 23Q: 3 clusters Score -1328679 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -1328907.250000 Penalty: 4657.228516
	Iteration 24Q: 3 clusters Score -1328907 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1329084.500000 Penalty: 4657.228516
	Iteration 25Q: 3 clusters Score -1329084 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 10616 members 
Entering Unmasked Estep 
Score: -1329209.000000 Penalty: 4657.228516
	Iteration 26Q: 3 clusters Score -1329209 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1329295.250000 Penalty: 4657.228516
	Iteration 27Q: 3 clusters Score -1329295 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1329360.500000 Penalty: 4657.228516
	Iteration 28Q: 3 clusters Score -1329360 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1329419.250000 Penalty: 4657.228516
	Iteration 29Q: 3 clusters Score -1329419 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1329472.250000 Penalty: 4657.228516
	Iteration 30Q: 3 clusters Score -1329472 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 10956 members 
Entering Unmasked Estep 
Score: -1329506.125000 Penalty: 4657.228516
	Iteration 31Q: 3 clusters Score -1329506 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -1329529.000000 Penalty: 4657.228516
	Iteration 32Q: 3 clusters Score -1329529 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1329542.375000 Penalty: 4657.228516
	Iteration 33Q: 3 clusters Score -1329542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -1329553.500000 Penalty: 4657.228516
	Iteration 34Q: 3 clusters Score -1329554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1329563.500000 Penalty: 4657.228516
	Iteration 35Q: 3 clusters Score -1329564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -1329565.625000 Penalty: 4657.228516
	Iteration 36Q: 3 clusters Score -1329566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -1329569.000000 Penalty: 4657.228516
	Iteration 37Q: 3 clusters Score -1329569 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -1329573.125000 Penalty: 4657.228516
	Iteration 38Q: 3 clusters Score -1329573 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1329575.250000 Penalty: 4657.228516
	Iteration 39Q: 3 clusters Score -1329575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -1329578.125000 Penalty: 4657.228516
	Iteration 40F: 3 clusters Score -1329578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -1329580.750000 Penalty: 4657.228516
	Iteration 41Q: 3 clusters Score -1329581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1329581.375000 Penalty: 4657.228516
	Iteration 42Q: 3 clusters Score -1329581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -1329583.125000 Penalty: 4657.228516
	Iteration 43Q: 3 clusters Score -1329583 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1329585.625000 Penalty: 4657.228516
	Iteration 44Q: 3 clusters Score -1329586 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1329583.250000 Penalty: 4657.228516
	Iteration 45Q: 3 clusters Score -1329583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1329584.250000 Penalty: 4657.228516
	Iteration 46Q: 3 clusters Score -1329584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 11069 members 
Entering Unmasked Estep 
Score: -1329587.500000 Penalty: 4657.228516
	Iteration 47Q: 3 clusters Score -1329588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -1329589.250000 Penalty: 4657.228516
	Iteration 48Q: 3 clusters Score -1329589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1329589.875000 Penalty: 4657.228516
	Iteration 49Q: 3 clusters Score -1329590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -1329592.750000 Penalty: 4657.228516
	Iteration 50Q: 3 clusters Score -1329593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -1329592.125000 Penalty: 4657.228516
	Iteration 51Q: 3 clusters Score -1329592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1329591.125000 Penalty: 4657.228516
	Iteration 52Q: 3 clusters Score -1329591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1329594.750000 Penalty: 4657.228516
	Iteration 53Q: 3 clusters Score -1329595 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -1329593.750000 Penalty: 4657.228516
	Iteration 54Q: 3 clusters Score -1329594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1329592.375000 Penalty: 4657.228516
	Iteration 55Q: 3 clusters Score -1329592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 11080 members 
Entering Unmasked Estep 
Score: -1329592.375000 Penalty: 4657.228516
	Iteration 56F: 3 clusters Score -1329592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (317698 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317698 members 
Entering Unmasked Estep 
Score: -37319100.000000 Penalty: 3141.876465
	Iteration 0F: 2 clusters Score -3.73191e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158868 members 
Mstep: Class 2 contains 158830 members 
Entering Unmasked Estep 
Score: -37131312.000000 Penalty: 6283.752930
	Iteration 0F: 3 clusters Score -3.713131e+07 nChanged 154018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159406 members 
Mstep: Class 2 contains 158292 members 
Entering Unmasked Estep 
Score: -37222064.000000 Penalty: 6283.752930
	Iteration 1F: 3 clusters Score -3.722206e+07 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159276 members 
Mstep: Class 2 contains 158422 members 
Entering Unmasked Estep 
Score: -37223072.000000 Penalty: 6283.752930
	Iteration 2Q: 3 clusters Score -3.722307e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159012 members 
Mstep: Class 2 contains 158686 members 
Entering Unmasked Estep 
Score: -37224252.000000 Penalty: 6283.752930
	Iteration 3Q: 3 clusters Score -3.722425e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158668 members 
Mstep: Class 2 contains 159030 members 
Entering Unmasked Estep 
Score: -37225872.000000 Penalty: 6283.752930
	Iteration 4Q: 3 clusters Score -3.722587e+07 nChanged 9180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158064 members 
Mstep: Class 2 contains 159634 members 
Entering Unmasked Estep 
Score: -37228372.000000 Penalty: 6283.752930
	Iteration 5Q: 3 clusters Score -3.722837e+07 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156885 members 
Mstep: Class 2 contains 160813 members 
Entering Unmasked Estep 
Score: -37232212.000000 Penalty: 6283.752930
	Iteration 6Q: 3 clusters Score -3.723221e+07 nChanged 13666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155041 members 
Mstep: Class 2 contains 162657 members 
Entering Unmasked Estep 
Score: -37238380.000000 Penalty: 6283.752930
	Iteration 7Q: 3 clusters Score -3.723838e+07 nChanged 16574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152469 members 
Mstep: Class 2 contains 165229 members 
Entering Unmasked Estep 
Score: -37248612.000000 Penalty: 6283.752930
	Iteration 8F: 3 clusters Score -3.724861e+07 nChanged 20105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149090 members 
Mstep: Class 2 contains 168608 members 
Entering Unmasked Estep 
Score: -37263400.000000 Penalty: 6283.752930
	Iteration 9F: 3 clusters Score -3.72634e+07 nChanged 21906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145196 members 
Mstep: Class 2 contains 172502 members 
Entering Unmasked Estep 
Score: -37280548.000000 Penalty: 6283.752930
	Iteration 10F: 3 clusters Score -3.728055e+07 nChanged 19407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141551 members 
Mstep: Class 2 contains 176147 members 
Entering Unmasked Estep 
Score: -37291964.000000 Penalty: 6283.752930
	Iteration 11F: 3 clusters Score -3.729196e+07 nChanged 13518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138123 members 
Mstep: Class 2 contains 179575 members 
Entering Unmasked Estep 
Score: -37297536.000000 Penalty: 6283.752930
	Iteration 12Q: 3 clusters Score -3.729754e+07 nChanged 8284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134559 members 
Mstep: Class 2 contains 183139 members 
Entering Unmasked Estep 
Score: -37300688.000000 Penalty: 6283.752930
	Iteration 13Q: 3 clusters Score -3.730069e+07 nChanged 6093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130508 members 
Mstep: Class 2 contains 187190 members 
Entering Unmasked Estep 
Score: -37303076.000000 Penalty: 6283.752930
	Iteration 14Q: 3 clusters Score -3.730308e+07 nChanged 5686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126220 members 
Mstep: Class 2 contains 191478 members 
Entering Unmasked Estep 
Score: -37305444.000000 Penalty: 6283.752930
	Iteration 15Q: 3 clusters Score -3.730544e+07 nChanged 5648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121732 members 
Mstep: Class 2 contains 195966 members 
Entering Unmasked Estep 
Score: -37307692.000000 Penalty: 6283.752930
	Iteration 16Q: 3 clusters Score -3.730769e+07 nChanged 5567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117285 members 
Mstep: Class 2 contains 200413 members 
Entering Unmasked Estep 
Score: -37309720.000000 Penalty: 6283.752930
	Iteration 17Q: 3 clusters Score -3.730972e+07 nChanged 5406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112839 members 
Mstep: Class 2 contains 204859 members 
Entering Unmasked Estep 
Score: -37311792.000000 Penalty: 6283.752930
	Iteration 18Q: 3 clusters Score -3.731179e+07 nChanged 5105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108480 members 
Mstep: Class 2 contains 209218 members 
Entering Unmasked Estep 
Score: -37313620.000000 Penalty: 6283.752930
	Iteration 19Q: 3 clusters Score -3.731362e+07 nChanged 4987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104059 members 
Mstep: Class 2 contains 213639 members 
Entering Unmasked Estep 
Score: -37315232.000000 Penalty: 6283.752930
	Iteration 20F: 3 clusters Score -3.731523e+07 nChanged 4604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99809 members 
Mstep: Class 2 contains 217889 members 
Entering Unmasked Estep 
Score: -37316212.000000 Penalty: 6283.752930
	Iteration 21Q: 3 clusters Score -3.731621e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95715 members 
Mstep: Class 2 contains 221983 members 
Entering Unmasked Estep 
Score: -37317556.000000 Penalty: 6283.752930
	Iteration 22Q: 3 clusters Score -3.731756e+07 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91613 members 
Mstep: Class 2 contains 226085 members 
Entering Unmasked Estep 
Score: -37318744.000000 Penalty: 6283.752930
	Iteration 23Q: 3 clusters Score -3.731874e+07 nChanged 4093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87626 members 
Mstep: Class 2 contains 230072 members 
Entering Unmasked Estep 
Score: -37319864.000000 Penalty: 6283.752930
	Iteration 24Q: 3 clusters Score -3.731986e+07 nChanged 3869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83817 members 
Mstep: Class 2 contains 233881 members 
Entering Unmasked Estep 
Score: -37320924.000000 Penalty: 6283.752930
	Iteration 25Q: 3 clusters Score -3.732092e+07 nChanged 3774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80061 members 
Mstep: Class 2 contains 237637 members 
Entering Unmasked Estep 
Score: -37321868.000000 Penalty: 6283.752930
	Iteration 26Q: 3 clusters Score -3.732187e+07 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76502 members 
Mstep: Class 2 contains 241196 members 
Entering Unmasked Estep 
Score: -37322788.000000 Penalty: 6283.752930
	Iteration 27Q: 3 clusters Score -3.732279e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73116 members 
Mstep: Class 2 contains 244582 members 
Entering Unmasked Estep 
Score: -37323396.000000 Penalty: 6283.752930
	Iteration 28Q: 3 clusters Score -3.73234e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 247842 members 
Entering Unmasked Estep 
Score: -37323964.000000 Penalty: 6283.752930
	Iteration 29Q: 3 clusters Score -3.732396e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66673 members 
Mstep: Class 2 contains 251025 members 
Entering Unmasked Estep 
Score: -37324736.000000 Penalty: 6283.752930
	Iteration 30Q: 3 clusters Score -3.732474e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63607 members 
Mstep: Class 2 contains 254091 members 
Entering Unmasked Estep 
Score: -37325264.000000 Penalty: 6283.752930
	Iteration 31Q: 3 clusters Score -3.732526e+07 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60665 members 
Mstep: Class 2 contains 257033 members 
Entering Unmasked Estep 
Score: -37326060.000000 Penalty: 6283.752930
	Iteration 32Q: 3 clusters Score -3.732606e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57805 members 
Mstep: Class 2 contains 259893 members 
Entering Unmasked Estep 
Score: -37326780.000000 Penalty: 6283.752930
	Iteration 33Q: 3 clusters Score -3.732678e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 262700 members 
Entering Unmasked Estep 
Score: -37327456.000000 Penalty: 6283.752930
	Iteration 34Q: 3 clusters Score -3.732746e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52284 members 
Mstep: Class 2 contains 265414 members 
Entering Unmasked Estep 
Score: -37327956.000000 Penalty: 6283.752930
	Iteration 35Q: 3 clusters Score -3.732796e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49640 members 
Mstep: Class 2 contains 268058 members 
Entering Unmasked Estep 
Score: -37328564.000000 Penalty: 6283.752930
	Iteration 36Q: 3 clusters Score -3.732856e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47139 members 
Mstep: Class 2 contains 270559 members 
Entering Unmasked Estep 
Score: -37329140.000000 Penalty: 6283.752930
	Iteration 37Q: 3 clusters Score -3.732914e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 272885 members 
Entering Unmasked Estep 
Score: -37329596.000000 Penalty: 6283.752930
	Iteration 38Q: 3 clusters Score -3.73296e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 275150 members 
Entering Unmasked Estep 
Score: -37330316.000000 Penalty: 6283.752930
	Iteration 39Q: 3 clusters Score -3.733032e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 277295 members 
Entering Unmasked Estep 
Score: -37330724.000000 Penalty: 6283.752930
	Iteration 40F: 3 clusters Score -3.733072e+07 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 279300 members 
Entering Unmasked Estep 
Score: -37331148.000000 Penalty: 6283.752930
	Iteration 41Q: 3 clusters Score -3.733115e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 281252 members 
Entering Unmasked Estep 
Score: -37331508.000000 Penalty: 6283.752930
	Iteration 42Q: 3 clusters Score -3.733151e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34529 members 
Mstep: Class 2 contains 283169 members 
Entering Unmasked Estep 
Score: -37331920.000000 Penalty: 6283.752930
	Iteration 43Q: 3 clusters Score -3.733192e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32747 members 
Mstep: Class 2 contains 284951 members 
Entering Unmasked Estep 
Score: -37332368.000000 Penalty: 6283.752930
	Iteration 44Q: 3 clusters Score -3.733237e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 286639 members 
Entering Unmasked Estep 
Score: -37332612.000000 Penalty: 6283.752930
	Iteration 45Q: 3 clusters Score -3.733261e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 288342 members 
Entering Unmasked Estep 
Score: -37333004.000000 Penalty: 6283.752930
	Iteration 46Q: 3 clusters Score -3.7333e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 289933 members 
Entering Unmasked Estep 
Score: -37333468.000000 Penalty: 6283.752930
	Iteration 47Q: 3 clusters Score -3.733347e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 291427 members 
Entering Unmasked Estep 
Score: -37333736.000000 Penalty: 6283.752930
	Iteration 48Q: 3 clusters Score -3.733374e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 292895 members 
Entering Unmasked Estep 
Score: -37333916.000000 Penalty: 6283.752930
	Iteration 49Q: 3 clusters Score -3.733392e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 294324 members 
Entering Unmasked Estep 
Score: -37333928.000000 Penalty: 6283.752930
	Iteration 50Q: 3 clusters Score -3.733393e+07 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 295729 members 
Entering Unmasked Estep 
Score: -37333912.000000 Penalty: 6283.752930
	Iteration 51Q: 3 clusters Score -3.733391e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 297129 members 
Entering Unmasked Estep 
Score: -37333924.000000 Penalty: 6283.752930
	Iteration 52Q: 3 clusters Score -3.733392e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 298499 members 
Entering Unmasked Estep 
Score: -37333424.000000 Penalty: 6283.752930
	Iteration 53Q: 3 clusters Score -3.733342e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 299859 members 
Entering Unmasked Estep 
Score: -37332732.000000 Penalty: 6283.752930
	Iteration 54Q: 3 clusters Score -3.733273e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 301220 members 
Entering Unmasked Estep 
Score: -37331924.000000 Penalty: 6283.752930
	Iteration 55Q: 3 clusters Score -3.733192e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 302499 members 
Entering Unmasked Estep 
Score: -37331080.000000 Penalty: 6283.752930
	Iteration 56Q: 3 clusters Score -3.733108e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 303721 members 
Entering Unmasked Estep 
Score: -37330392.000000 Penalty: 6283.752930
	Iteration 57Q: 3 clusters Score -3.733039e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 304838 members 
Entering Unmasked Estep 
Score: -37329540.000000 Penalty: 6283.752930
	Iteration 58Q: 3 clusters Score -3.732954e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 305924 members 
Entering Unmasked Estep 
Score: -37328876.000000 Penalty: 6283.752930
	Iteration 59Q: 3 clusters Score -3.732888e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 306974 members 
Entering Unmasked Estep 
Score: -37327956.000000 Penalty: 6283.752930
	Iteration 60F: 3 clusters Score -3.732796e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 308001 members 
Entering Unmasked Estep 
Score: -37326976.000000 Penalty: 6283.752930
	Iteration 61Q: 3 clusters Score -3.732698e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 309020 members 
Entering Unmasked Estep 
Score: -37325896.000000 Penalty: 6283.752930
	Iteration 62Q: 3 clusters Score -3.73259e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 310000 members 
Entering Unmasked Estep 
Score: -37324988.000000 Penalty: 6283.752930
	Iteration 63Q: 3 clusters Score -3.732499e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 310883 members 
Entering Unmasked Estep 
Score: -37324176.000000 Penalty: 6283.752930
	Iteration 64Q: 3 clusters Score -3.732418e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 311727 members 
Entering Unmasked Estep 
Score: -37323296.000000 Penalty: 6283.752930
	Iteration 65Q: 3 clusters Score -3.73233e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 312526 members 
Entering Unmasked Estep 
Score: -37322628.000000 Penalty: 6283.752930
	Iteration 66Q: 3 clusters Score -3.732263e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 313229 members 
Entering Unmasked Estep 
Score: -37321872.000000 Penalty: 6283.752930
	Iteration 67Q: 3 clusters Score -3.732187e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 313878 members 
Entering Unmasked Estep 
Score: -37321120.000000 Penalty: 6283.752930
	Iteration 68Q: 3 clusters Score -3.732112e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 314445 members 
Entering Unmasked Estep 
Score: -37320412.000000 Penalty: 6283.752930
	Iteration 69Q: 3 clusters Score -3.732041e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 314899 members 
Entering Unmasked Estep 
Score: -37319820.000000 Penalty: 6283.752930
	Iteration 70Q: 3 clusters Score -3.731982e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 315265 members 
Entering Unmasked Estep 
Score: -37319460.000000 Penalty: 6283.752930
	Iteration 71Q: 3 clusters Score -3.731946e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 315581 members 
Entering Unmasked Estep 
Score: -37319060.000000 Penalty: 6283.752930
	Iteration 72Q: 3 clusters Score -3.731906e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 315826 members 
Entering Unmasked Estep 
Score: -37318776.000000 Penalty: 6283.752930
	Iteration 73Q: 3 clusters Score -3.731878e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 316026 members 
Entering Unmasked Estep 
Score: -37318604.000000 Penalty: 6283.752930
	Iteration 74Q: 3 clusters Score -3.73186e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 316192 members 
Entering Unmasked Estep 
Score: -37318436.000000 Penalty: 6283.752930
	Iteration 75Q: 3 clusters Score -3.731844e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 316324 members 
Entering Unmasked Estep 
Score: -37318268.000000 Penalty: 6283.752930
	Iteration 76Q: 3 clusters Score -3.731827e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 316426 members 
Entering Unmasked Estep 
Score: -37318156.000000 Penalty: 6283.752930
	Iteration 77Q: 3 clusters Score -3.731816e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 316503 members 
Entering Unmasked Estep 
Score: -37318060.000000 Penalty: 6283.752930
	Iteration 78Q: 3 clusters Score -3.731806e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 316584 members 
Entering Unmasked Estep 
Score: -37318012.000000 Penalty: 6283.752930
	Iteration 79Q: 3 clusters Score -3.731801e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 316643 members 
Entering Unmasked Estep 
Score: -37317880.000000 Penalty: 6283.752930
	Iteration 80F: 3 clusters Score -3.731788e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 316689 members 
Entering Unmasked Estep 
Score: -37317820.000000 Penalty: 6283.752930
	Iteration 81Q: 3 clusters Score -3.731782e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 316731 members 
Entering Unmasked Estep 
Score: -37317820.000000 Penalty: 6283.752930
	Iteration 82Q: 3 clusters Score -3.731782e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 316763 members 
Entering Unmasked Estep 
Score: -37317832.000000 Penalty: 6283.752930
	Iteration 83Q: 3 clusters Score -3.731783e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 316794 members 
Entering Unmasked Estep 
Score: -37317748.000000 Penalty: 6283.752930
	Iteration 84Q: 3 clusters Score -3.731775e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 316824 members 
Entering Unmasked Estep 
Score: -37317744.000000 Penalty: 6283.752930
	Iteration 85Q: 3 clusters Score -3.731774e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 316836 members 
Entering Unmasked Estep 
Score: -37317732.000000 Penalty: 6283.752930
	Iteration 86Q: 3 clusters Score -3.731773e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 316849 members 
Entering Unmasked Estep 
Score: -37317724.000000 Penalty: 6283.752930
	Iteration 87Q: 3 clusters Score -3.731772e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 316862 members 
Entering Unmasked Estep 
Score: -37317664.000000 Penalty: 6283.752930
	Iteration 88Q: 3 clusters Score -3.731766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 316874 members 
Entering Unmasked Estep 
Score: -37317664.000000 Penalty: 6283.752930
	Iteration 89Q: 3 clusters Score -3.731766e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 316884 members 
Entering Unmasked Estep 
Score: -37317632.000000 Penalty: 6283.752930
	Iteration 90Q: 3 clusters Score -3.731763e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 316893 members 
Entering Unmasked Estep 
Score: -37317656.000000 Penalty: 6283.752930
	Iteration 91Q: 3 clusters Score -3.731766e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 316907 members 
Entering Unmasked Estep 
Score: -37317620.000000 Penalty: 6283.752930
	Iteration 92Q: 3 clusters Score -3.731762e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 316925 members 
Entering Unmasked Estep 
Score: -37317592.000000 Penalty: 6283.752930
	Iteration 93Q: 3 clusters Score -3.731759e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 316942 members 
Entering Unmasked Estep 
Score: -37317552.000000 Penalty: 6283.752930
	Iteration 94Q: 3 clusters Score -3.731755e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 316955 members 
Entering Unmasked Estep 
Score: -37317520.000000 Penalty: 6283.752930
	Iteration 95Q: 3 clusters Score -3.731752e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 316963 members 
Entering Unmasked Estep 
Score: -37317536.000000 Penalty: 6283.752930
	Iteration 96Q: 3 clusters Score -3.731754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 316976 members 
Entering Unmasked Estep 
Score: -37317516.000000 Penalty: 6283.752930
	Iteration 97Q: 3 clusters Score -3.731752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 316988 members 
Entering Unmasked Estep 
Score: -37317488.000000 Penalty: 6283.752930
	Iteration 98Q: 3 clusters Score -3.731749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 316999 members 
Entering Unmasked Estep 
Score: -37317460.000000 Penalty: 6283.752930
	Iteration 99Q: 3 clusters Score -3.731746e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 317008 members 
Entering Unmasked Estep 
Score: -37317448.000000 Penalty: 6283.752930
	Iteration 100F: 3 clusters Score -3.731745e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 317016 members 
Entering Unmasked Estep 
Score: -37317424.000000 Penalty: 6283.752930
	Iteration 101Q: 3 clusters Score -3.731742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 317018 members 
Entering Unmasked Estep 
Score: -37317428.000000 Penalty: 6283.752930
	Iteration 102Q: 3 clusters Score -3.731743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 317018 members 
Entering Unmasked Estep 
Score: -37317444.000000 Penalty: 6283.752930
	Iteration 103Q: 3 clusters Score -3.731744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 317020 members 
Entering Unmasked Estep 
Score: -37317424.000000 Penalty: 6283.752930
	Iteration 104Q: 3 clusters Score -3.731742e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 317022 members 
Entering Unmasked Estep 
Score: -37317432.000000 Penalty: 6283.752930
	Iteration 105Q: 3 clusters Score -3.731743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 317027 members 
Entering Unmasked Estep 
Score: -37317412.000000 Penalty: 6283.752930
	Iteration 106Q: 3 clusters Score -3.731741e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 317029 members 
Entering Unmasked Estep 
Score: -37317396.000000 Penalty: 6283.752930
	Iteration 107Q: 3 clusters Score -3.73174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 317029 members 
Entering Unmasked Estep 
Score: -37317408.000000 Penalty: 6283.752930
	Iteration 108Q: 3 clusters Score -3.731741e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 317029 members 
Entering Unmasked Estep 
Score: -37317408.000000 Penalty: 6283.752930
	Iteration 109F: 3 clusters Score -3.731741e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (9905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Entering Unmasked Estep 
Score: -998516.687500 Penalty: 2281.797119
	Iteration 0F: 2 clusters Score -998516.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -990934.937500 Penalty: 4563.594238
	Iteration 0F: 3 clusters Score -990934.9 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -993228.000000 Penalty: 4563.594238
	Iteration 1F: 3 clusters Score -993228 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -993539.437500 Penalty: 4563.594238
	Iteration 2F: 3 clusters Score -993539.4 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -993774.687500 Penalty: 4563.594238
	Iteration 3Q: 3 clusters Score -993774.7 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -993948.875000 Penalty: 4563.594238
	Iteration 4Q: 3 clusters Score -993948.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -994071.750000 Penalty: 4563.594238
	Iteration 5Q: 3 clusters Score -994071.8 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -994184.000000 Penalty: 4563.594238
	Iteration 6Q: 3 clusters Score -994184 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -994279.375000 Penalty: 4563.594238
	Iteration 7Q: 3 clusters Score -994279.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -994365.562500 Penalty: 4563.594238
	Iteration 8Q: 3 clusters Score -994365.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -994453.812500 Penalty: 4563.594238
	Iteration 9Q: 3 clusters Score -994453.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -994539.687500 Penalty: 4563.594238
	Iteration 10Q: 3 clusters Score -994539.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -994641.562500 Penalty: 4563.594238
	Iteration 11Q: 3 clusters Score -994641.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -994781.562500 Penalty: 4563.594238
	Iteration 12Q: 3 clusters Score -994781.6 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -994985.062500 Penalty: 4563.594238
	Iteration 13Q: 3 clusters Score -994985.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -995213.312500 Penalty: 4563.594238
	Iteration 14Q: 3 clusters Score -995213.3 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -995489.125000 Penalty: 4563.594238
	Iteration 15Q: 3 clusters Score -995489.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -995791.875000 Penalty: 4563.594238
	Iteration 16Q: 3 clusters Score -995791.9 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -996093.375000 Penalty: 4563.594238
	Iteration 17Q: 3 clusters Score -996093.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -996370.750000 Penalty: 4563.594238
	Iteration 18Q: 3 clusters Score -996370.8 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -996580.562500 Penalty: 4563.594238
	Iteration 19Q: 3 clusters Score -996580.6 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -996705.750000 Penalty: 4563.594238
	Iteration 20F: 3 clusters Score -996705.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -996779.375000 Penalty: 4563.594238
	Iteration 21Q: 3 clusters Score -996779.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -996847.062500 Penalty: 4563.594238
	Iteration 22Q: 3 clusters Score -996847.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -996903.062500 Penalty: 4563.594238
	Iteration 23Q: 3 clusters Score -996903.1 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -996957.125000 Penalty: 4563.594238
	Iteration 24Q: 3 clusters Score -996957.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -997020.812500 Penalty: 4563.594238
	Iteration 25Q: 3 clusters Score -997020.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -997085.750000 Penalty: 4563.594238
	Iteration 26Q: 3 clusters Score -997085.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -997154.500000 Penalty: 4563.594238
	Iteration 27Q: 3 clusters Score -997154.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -997219.750000 Penalty: 4563.594238
	Iteration 28Q: 3 clusters Score -997219.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -997280.250000 Penalty: 4563.594238
	Iteration 29Q: 3 clusters Score -997280.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -997325.062500 Penalty: 4563.594238
	Iteration 30Q: 3 clusters Score -997325.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -997356.750000 Penalty: 4563.594238
	Iteration 31Q: 3 clusters Score -997356.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -997375.562500 Penalty: 4563.594238
	Iteration 32Q: 3 clusters Score -997375.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -997385.437500 Penalty: 4563.594238
	Iteration 33Q: 3 clusters Score -997385.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -997392.250000 Penalty: 4563.594238
	Iteration 34Q: 3 clusters Score -997392.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -997397.562500 Penalty: 4563.594238
	Iteration 35Q: 3 clusters Score -997397.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -997397.500000 Penalty: 4563.594238
	Iteration 36Q: 3 clusters Score -997397.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -997399.062500 Penalty: 4563.594238
	Iteration 37Q: 3 clusters Score -997399.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -997399.687500 Penalty: 4563.594238
	Iteration 38Q: 3 clusters Score -997399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -997402.000000 Penalty: 4563.594238
	Iteration 39Q: 3 clusters Score -997402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -997401.875000 Penalty: 4563.594238
	Iteration 40F: 3 clusters Score -997401.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -997402.812500 Penalty: 4563.594238
	Iteration 41Q: 3 clusters Score -997402.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -997402.000000 Penalty: 4563.594238
	Iteration 42Q: 3 clusters Score -997402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -997402.875000 Penalty: 4563.594238
	Iteration 43Q: 3 clusters Score -997402.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -997404.625000 Penalty: 4563.594238
	Iteration 44Q: 3 clusters Score -997404.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -997404.812500 Penalty: 4563.594238
	Iteration 45Q: 3 clusters Score -997404.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -997403.937500 Penalty: 4563.594238
	Iteration 46Q: 3 clusters Score -997403.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -997406.062500 Penalty: 4563.594238
	Iteration 47Q: 3 clusters Score -997406.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -997408.250000 Penalty: 4563.594238
	Iteration 48Q: 3 clusters Score -997408.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -997410.875000 Penalty: 4563.594238
	Iteration 49Q: 3 clusters Score -997410.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -997410.875000 Penalty: 4563.594238
	Iteration 50F: 3 clusters Score -997410.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (21540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Entering Unmasked Estep 
Score: -2409678.250000 Penalty: 2474.461426
	Iteration 0F: 2 clusters Score -2409678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2394647.000000 Penalty: 4948.922852
	Iteration 0F: 3 clusters Score -2394647 nChanged 9504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2399721.500000 Penalty: 4948.922852
	Iteration 1F: 3 clusters Score -2399722 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 10167 members 
Entering Unmasked Estep 
Score: -2400189.750000 Penalty: 4948.922852
	Iteration 2F: 3 clusters Score -2400190 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2400732.500000 Penalty: 4948.922852
	Iteration 3F: 3 clusters Score -2400732 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -2401304.750000 Penalty: 4948.922852
	Iteration 4F: 3 clusters Score -2401305 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -2402011.000000 Penalty: 4948.922852
	Iteration 5F: 3 clusters Score -2402011 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13625 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -2402815.250000 Penalty: 4948.922852
	Iteration 6F: 3 clusters Score -2402815 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2403675.000000 Penalty: 4948.922852
	Iteration 7F: 3 clusters Score -2403675 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -2404491.250000 Penalty: 4948.922852
	Iteration 8F: 3 clusters Score -2404491 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15821 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2405285.500000 Penalty: 4948.922852
	Iteration 9Q: 3 clusters Score -2405286 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -2406040.500000 Penalty: 4948.922852
	Iteration 10Q: 3 clusters Score -2406040 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2406674.750000 Penalty: 4948.922852
	Iteration 11Q: 3 clusters Score -2406675 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2407014.750000 Penalty: 4948.922852
	Iteration 12Q: 3 clusters Score -2407015 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2407153.250000 Penalty: 4948.922852
	Iteration 13Q: 3 clusters Score -2407153 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -2407218.750000 Penalty: 4948.922852
	Iteration 14Q: 3 clusters Score -2407219 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -2407248.500000 Penalty: 4948.922852
	Iteration 15Q: 3 clusters Score -2407248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -2407265.750000 Penalty: 4948.922852
	Iteration 16Q: 3 clusters Score -2407266 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -2407283.250000 Penalty: 4948.922852
	Iteration 17Q: 3 clusters Score -2407283 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2407298.000000 Penalty: 4948.922852
	Iteration 18Q: 3 clusters Score -2407298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -2407303.750000 Penalty: 4948.922852
	Iteration 19Q: 3 clusters Score -2407304 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -2407315.500000 Penalty: 4948.922852
	Iteration 20F: 3 clusters Score -2407316 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -2407315.750000 Penalty: 4948.922852
	Iteration 21Q: 3 clusters Score -2407316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2407325.750000 Penalty: 4948.922852
	Iteration 22Q: 3 clusters Score -2407326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17701 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -2407330.250000 Penalty: 4948.922852
	Iteration 23Q: 3 clusters Score -2407330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -2407329.500000 Penalty: 4948.922852
	Iteration 24Q: 3 clusters Score -2407330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2407336.500000 Penalty: 4948.922852
	Iteration 25Q: 3 clusters Score -2407336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2407334.500000 Penalty: 4948.922852
	Iteration 26Q: 3 clusters Score -2407334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -2407333.750000 Penalty: 4948.922852
	Iteration 27Q: 3 clusters Score -2407334 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -2407339.000000 Penalty: 4948.922852
	Iteration 28Q: 3 clusters Score -2407339 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2407342.250000 Penalty: 4948.922852
	Iteration 29Q: 3 clusters Score -2407342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -2407345.000000 Penalty: 4948.922852
	Iteration 30Q: 3 clusters Score -2407345 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -2407348.000000 Penalty: 4948.922852
	Iteration 31Q: 3 clusters Score -2407348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -2407342.250000 Penalty: 4948.922852
	Iteration 32Q: 3 clusters Score -2407342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -2407351.000000 Penalty: 4948.922852
	Iteration 33Q: 3 clusters Score -2407351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -2407354.500000 Penalty: 4948.922852
	Iteration 34Q: 3 clusters Score -2407354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2407352.750000 Penalty: 4948.922852
	Iteration 35Q: 3 clusters Score -2407353 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2407355.000000 Penalty: 4948.922852
	Iteration 36Q: 3 clusters Score -2407355 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -2407355.000000 Penalty: 4948.922852
	Iteration 37Q: 3 clusters Score -2407355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2407354.000000 Penalty: 4948.922852
	Iteration 38Q: 3 clusters Score -2407354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -2407353.750000 Penalty: 4948.922852
	Iteration 39Q: 3 clusters Score -2407354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2407358.500000 Penalty: 4948.922852
	Iteration 40F: 3 clusters Score -2407358 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -2407369.750000 Penalty: 4948.922852
	Iteration 41Q: 3 clusters Score -2407370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2407370.750000 Penalty: 4948.922852
	Iteration 42Q: 3 clusters Score -2407371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18024 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -2407372.500000 Penalty: 4948.922852
	Iteration 43Q: 3 clusters Score -2407372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -2407372.500000 Penalty: 4948.922852
	Iteration 44Q: 3 clusters Score -2407372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -2407370.750000 Penalty: 4948.922852
	Iteration 45Q: 3 clusters Score -2407371 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2407368.500000 Penalty: 4948.922852
	Iteration 46Q: 3 clusters Score -2407368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -2407372.500000 Penalty: 4948.922852
	Iteration 47Q: 3 clusters Score -2407372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -2407368.000000 Penalty: 4948.922852
	Iteration 48Q: 3 clusters Score -2407368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2407365.750000 Penalty: 4948.922852
	Iteration 49Q: 3 clusters Score -2407366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2407366.250000 Penalty: 4948.922852
	Iteration 50Q: 3 clusters Score -2407366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -2407369.500000 Penalty: 4948.922852
	Iteration 51Q: 3 clusters Score -2407370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2407372.500000 Penalty: 4948.922852
	Iteration 52Q: 3 clusters Score -2407372 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2407376.750000 Penalty: 4948.922852
	Iteration 53Q: 3 clusters Score -2407377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -2407379.000000 Penalty: 4948.922852
	Iteration 54Q: 3 clusters Score -2407379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2407376.500000 Penalty: 4948.922852
	Iteration 55Q: 3 clusters Score -2407376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2407375.750000 Penalty: 4948.922852
	Iteration 56Q: 3 clusters Score -2407376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -2407375.750000 Penalty: 4948.922852
	Iteration 57F: 3 clusters Score -2407376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -71591.867188 Penalty: 1636.767944
	Iteration 0F: 2 clusters Score -71591.87 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: -69906.718750 Penalty: 3273.535889
	Iteration 0F: 3 clusters Score -69906.72 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -70329.976562 Penalty: 3273.535889
	Iteration 1F: 3 clusters Score -70329.98 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -70659.914062 Penalty: 3273.535889
	Iteration 2F: 3 clusters Score -70659.91 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -71050.117188 Penalty: 3273.535889
	Iteration 3F: 3 clusters Score -71050.12 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -71645.875000 Penalty: 3273.535889
	Iteration 4F: 3 clusters Score -71645.88 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -72557.742188 Penalty: 3273.535889
	Iteration 5F: 3 clusters Score -72557.74 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -72882.429688 Penalty: 3273.535889
	Iteration 6Q: 3 clusters Score -72882.43 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -73007.453125 Penalty: 3273.535889
	Iteration 7Q: 3 clusters Score -73007.45 nChanged 6
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: -73037.695312 Penalty: 3273.535889
	Iteration 8Q: 3 clusters Score -73037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73043.539062 Penalty: 3273.535889
	Iteration 9Q: 3 clusters Score -73043.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -73043.539062 Penalty: 3273.535889
	Iteration 10F: 3 clusters Score -73043.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26523 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238931 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39619 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208513 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317698 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 237 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196672 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Mstep: Class 29 contains 498 members 
Entering Unmasked Estep 
Score: -161425760.000000 Penalty: 101876.304688
Splitting cluster 23 changes total score from -161426864.000000 to -161425760.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 24 (5001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Entering Unmasked Estep 
Score: -429663.718750 Penalty: 2112.313477
	Iteration 0F: 2 clusters Score -429663.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -425186.593750 Penalty: 4224.626953
	Iteration 0F: 3 clusters Score -425186.6 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -426402.343750 Penalty: 4224.626953
	Iteration 1F: 3 clusters Score -426402.3 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -426828.281250 Penalty: 4224.626953
	Iteration 2F: 3 clusters Score -426828.3 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -427186.843750 Penalty: 4224.626953
	Iteration 3F: 3 clusters Score -427186.8 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -427484.218750 Penalty: 4224.626953
	Iteration 4F: 3 clusters Score -427484.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -427754.250000 Penalty: 4224.626953
	Iteration 5F: 3 clusters Score -427754.2 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -427964.531250 Penalty: 4224.626953
	Iteration 6F: 3 clusters Score -427964.5 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -428102.031250 Penalty: 4224.626953
	Iteration 7Q: 3 clusters Score -428102 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -428204.500000 Penalty: 4224.626953
	Iteration 8Q: 3 clusters Score -428204.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -428310.656250 Penalty: 4224.626953
	Iteration 9Q: 3 clusters Score -428310.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -428394.875000 Penalty: 4224.626953
	Iteration 10Q: 3 clusters Score -428394.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -428492.156250 Penalty: 4224.626953
	Iteration 11Q: 3 clusters Score -428492.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -428600.125000 Penalty: 4224.626953
	Iteration 12Q: 3 clusters Score -428600.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -428722.468750 Penalty: 4224.626953
	Iteration 13Q: 3 clusters Score -428722.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -428844.687500 Penalty: 4224.626953
	Iteration 14Q: 3 clusters Score -428844.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -428954.468750 Penalty: 4224.626953
	Iteration 15Q: 3 clusters Score -428954.5 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -429012.718750 Penalty: 4224.626953
	Iteration 16Q: 3 clusters Score -429012.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -429036.437500 Penalty: 4224.626953
	Iteration 17Q: 3 clusters Score -429036.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -429060.562500 Penalty: 4224.626953
	Iteration 18Q: 3 clusters Score -429060.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -429080.687500 Penalty: 4224.626953
	Iteration 19Q: 3 clusters Score -429080.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -429126.937500 Penalty: 4224.626953
	Iteration 20F: 3 clusters Score -429126.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -429169.218750 Penalty: 4224.626953
	Iteration 21Q: 3 clusters Score -429169.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -429190.625000 Penalty: 4224.626953
	Iteration 22Q: 3 clusters Score -429190.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -429202.187500 Penalty: 4224.626953
	Iteration 23Q: 3 clusters Score -429202.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -429205.875000 Penalty: 4224.626953
	Iteration 24Q: 3 clusters Score -429205.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -429210.062500 Penalty: 4224.626953
	Iteration 25Q: 3 clusters Score -429210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -429212.843750 Penalty: 4224.626953
	Iteration 26Q: 3 clusters Score -429212.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -429215.250000 Penalty: 4224.626953
	Iteration 27Q: 3 clusters Score -429215.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -429218.343750 Penalty: 4224.626953
	Iteration 28Q: 3 clusters Score -429218.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -429218.343750 Penalty: 4224.626953
	Iteration 29Q: 3 clusters Score -429218.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -429218.750000 Penalty: 4224.626953
	Iteration 30Q: 3 clusters Score -429218.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -429218.750000 Penalty: 4224.626953
	Iteration 31F: 3 clusters Score -429218.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19323 members 
Entering Unmasked Estep 
Score: -2319586.750000 Penalty: 2447.524658
	Iteration 0F: 2 clusters Score -2319587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2305977.500000 Penalty: 4895.049316
	Iteration 0F: 3 clusters Score -2305978 nChanged 8470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -2310643.500000 Penalty: 4895.049316
	Iteration 1F: 3 clusters Score -2310644 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -2311076.250000 Penalty: 4895.049316
	Iteration 2F: 3 clusters Score -2311076 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -2311379.750000 Penalty: 4895.049316
	Iteration 3Q: 3 clusters Score -2311380 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 10024 members 
Entering Unmasked Estep 
Score: -2311700.750000 Penalty: 4895.049316
	Iteration 4Q: 3 clusters Score -2311701 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -2312036.250000 Penalty: 4895.049316
	Iteration 5Q: 3 clusters Score -2312036 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2312416.000000 Penalty: 4895.049316
	Iteration 6Q: 3 clusters Score -2312416 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -2312918.500000 Penalty: 4895.049316
	Iteration 7Q: 3 clusters Score -2312918 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -2313525.750000 Penalty: 4895.049316
	Iteration 8Q: 3 clusters Score -2313526 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -2314203.250000 Penalty: 4895.049316
	Iteration 9F: 3 clusters Score -2314203 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2314832.750000 Penalty: 4895.049316
	Iteration 10Q: 3 clusters Score -2314833 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -2315278.000000 Penalty: 4895.049316
	Iteration 11Q: 3 clusters Score -2315278 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2315595.250000 Penalty: 4895.049316
	Iteration 12Q: 3 clusters Score -2315595 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2315797.250000 Penalty: 4895.049316
	Iteration 13Q: 3 clusters Score -2315797 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 13299 members 
Entering Unmasked Estep 
Score: -2315923.000000 Penalty: 4895.049316
	Iteration 14Q: 3 clusters Score -2315923 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -2316007.000000 Penalty: 4895.049316
	Iteration 15Q: 3 clusters Score -2316007 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2316075.500000 Penalty: 4895.049316
	Iteration 16Q: 3 clusters Score -2316076 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2316112.750000 Penalty: 4895.049316
	Iteration 17Q: 3 clusters Score -2316113 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -2316146.250000 Penalty: 4895.049316
	Iteration 18Q: 3 clusters Score -2316146 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2316193.500000 Penalty: 4895.049316
	Iteration 19Q: 3 clusters Score -2316194 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 14322 members 
Entering Unmasked Estep 
Score: -2316241.750000 Penalty: 4895.049316
	Iteration 20F: 3 clusters Score -2316242 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2316283.500000 Penalty: 4895.049316
	Iteration 21Q: 3 clusters Score -2316284 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -2316325.500000 Penalty: 4895.049316
	Iteration 22Q: 3 clusters Score -2316326 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2316367.750000 Penalty: 4895.049316
	Iteration 23Q: 3 clusters Score -2316368 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -2316394.750000 Penalty: 4895.049316
	Iteration 24Q: 3 clusters Score -2316395 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -2316437.250000 Penalty: 4895.049316
	Iteration 25Q: 3 clusters Score -2316437 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 15209 members 
Entering Unmasked Estep 
Score: -2316488.250000 Penalty: 4895.049316
	Iteration 26Q: 3 clusters Score -2316488 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -2316527.750000 Penalty: 4895.049316
	Iteration 27Q: 3 clusters Score -2316528 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 15481 members 
Entering Unmasked Estep 
Score: -2316568.000000 Penalty: 4895.049316
	Iteration 28Q: 3 clusters Score -2316568 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -2316600.000000 Penalty: 4895.049316
	Iteration 29Q: 3 clusters Score -2316600 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -2316643.500000 Penalty: 4895.049316
	Iteration 30Q: 3 clusters Score -2316644 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -2316685.500000 Penalty: 4895.049316
	Iteration 31Q: 3 clusters Score -2316686 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -2316718.500000 Penalty: 4895.049316
	Iteration 32Q: 3 clusters Score -2316718 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 16142 members 
Entering Unmasked Estep 
Score: -2316759.250000 Penalty: 4895.049316
	Iteration 33Q: 3 clusters Score -2316759 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -2316779.500000 Penalty: 4895.049316
	Iteration 34Q: 3 clusters Score -2316780 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2316824.000000 Penalty: 4895.049316
	Iteration 35Q: 3 clusters Score -2316824 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2316861.000000 Penalty: 4895.049316
	Iteration 36Q: 3 clusters Score -2316861 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2316901.000000 Penalty: 4895.049316
	Iteration 37Q: 3 clusters Score -2316901 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2316930.500000 Penalty: 4895.049316
	Iteration 38Q: 3 clusters Score -2316930 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2316976.250000 Penalty: 4895.049316
	Iteration 39Q: 3 clusters Score -2316976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2317000.750000 Penalty: 4895.049316
	Iteration 40F: 3 clusters Score -2317001 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -2317041.500000 Penalty: 4895.049316
	Iteration 41Q: 3 clusters Score -2317042 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2317071.000000 Penalty: 4895.049316
	Iteration 42Q: 3 clusters Score -2317071 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -2317093.750000 Penalty: 4895.049316
	Iteration 43Q: 3 clusters Score -2317094 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 17151 members 
Entering Unmasked Estep 
Score: -2317102.250000 Penalty: 4895.049316
	Iteration 44Q: 3 clusters Score -2317102 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2317137.500000 Penalty: 4895.049316
	Iteration 45Q: 3 clusters Score -2317138 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2317160.250000 Penalty: 4895.049316
	Iteration 46Q: 3 clusters Score -2317160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2317182.000000 Penalty: 4895.049316
	Iteration 47Q: 3 clusters Score -2317182 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2317197.000000 Penalty: 4895.049316
	Iteration 48Q: 3 clusters Score -2317197 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -2317219.250000 Penalty: 4895.049316
	Iteration 49Q: 3 clusters Score -2317219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -2317236.750000 Penalty: 4895.049316
	Iteration 50Q: 3 clusters Score -2317237 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2317258.500000 Penalty: 4895.049316
	Iteration 51Q: 3 clusters Score -2317258 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2317283.250000 Penalty: 4895.049316
	Iteration 52Q: 3 clusters Score -2317283 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2317292.500000 Penalty: 4895.049316
	Iteration 53Q: 3 clusters Score -2317292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2317293.250000 Penalty: 4895.049316
	Iteration 54Q: 3 clusters Score -2317293 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2317305.000000 Penalty: 4895.049316
	Iteration 55Q: 3 clusters Score -2317305 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2317311.000000 Penalty: 4895.049316
	Iteration 56Q: 3 clusters Score -2317311 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2317324.250000 Penalty: 4895.049316
	Iteration 57Q: 3 clusters Score -2317324 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2317323.000000 Penalty: 4895.049316
	Iteration 58Q: 3 clusters Score -2317323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2317336.750000 Penalty: 4895.049316
	Iteration 59Q: 3 clusters Score -2317337 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2317342.750000 Penalty: 4895.049316
	Iteration 60F: 3 clusters Score -2317343 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 17857 members 
Entering Unmasked Estep 
Score: -2317347.500000 Penalty: 4895.049316
	Iteration 61Q: 3 clusters Score -2317348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2317353.500000 Penalty: 4895.049316
	Iteration 62Q: 3 clusters Score -2317354 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -2317360.750000 Penalty: 4895.049316
	Iteration 63Q: 3 clusters Score -2317361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2317370.000000 Penalty: 4895.049316
	Iteration 64Q: 3 clusters Score -2317370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2317378.000000 Penalty: 4895.049316
	Iteration 65Q: 3 clusters Score -2317378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -2317387.000000 Penalty: 4895.049316
	Iteration 66Q: 3 clusters Score -2317387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2317398.000000 Penalty: 4895.049316
	Iteration 67Q: 3 clusters Score -2317398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2317403.250000 Penalty: 4895.049316
	Iteration 68Q: 3 clusters Score -2317403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -2317411.250000 Penalty: 4895.049316
	Iteration 69Q: 3 clusters Score -2317411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -2317417.750000 Penalty: 4895.049316
	Iteration 70Q: 3 clusters Score -2317418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2317423.500000 Penalty: 4895.049316
	Iteration 71Q: 3 clusters Score -2317424 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2317426.500000 Penalty: 4895.049316
	Iteration 72Q: 3 clusters Score -2317426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2317438.000000 Penalty: 4895.049316
	Iteration 73Q: 3 clusters Score -2317438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2317441.000000 Penalty: 4895.049316
	Iteration 74Q: 3 clusters Score -2317441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2317439.500000 Penalty: 4895.049316
	Iteration 75Q: 3 clusters Score -2317440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2317441.500000 Penalty: 4895.049316
	Iteration 76Q: 3 clusters Score -2317442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2317443.250000 Penalty: 4895.049316
	Iteration 77Q: 3 clusters Score -2317443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2317443.500000 Penalty: 4895.049316
	Iteration 78Q: 3 clusters Score -2317444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2317444.000000 Penalty: 4895.049316
	Iteration 79Q: 3 clusters Score -2317444 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2317441.250000 Penalty: 4895.049316
	Iteration 80F: 3 clusters Score -2317441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (196672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196672 members 
Entering Unmasked Estep 
Score: -23080752.000000 Penalty: 3022.944580
	Iteration 0F: 2 clusters Score -2.308075e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98690 members 
Mstep: Class 2 contains 97982 members 
Entering Unmasked Estep 
Score: -22952882.000000 Penalty: 6045.889160
	Iteration 0F: 3 clusters Score -2.295288e+07 nChanged 94543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104693 members 
Mstep: Class 2 contains 91979 members 
Entering Unmasked Estep 
Score: -23010186.000000 Penalty: 6045.889160
	Iteration 1F: 3 clusters Score -2.301019e+07 nChanged 9576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109607 members 
Mstep: Class 2 contains 87065 members 
Entering Unmasked Estep 
Score: -23015028.000000 Penalty: 6045.889160
	Iteration 2Q: 3 clusters Score -2.301503e+07 nChanged 13102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117481 members 
Mstep: Class 2 contains 79191 members 
Entering Unmasked Estep 
Score: -23023682.000000 Penalty: 6045.889160
	Iteration 3F: 3 clusters Score -2.302368e+07 nChanged 16453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128504 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -23036580.000000 Penalty: 6045.889160
	Iteration 4F: 3 clusters Score -2.303658e+07 nChanged 17486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140822 members 
Mstep: Class 2 contains 55850 members 
Entering Unmasked Estep 
Score: -23052348.000000 Penalty: 6045.889160
	Iteration 5F: 3 clusters Score -2.305235e+07 nChanged 14517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150413 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -23065924.000000 Penalty: 6045.889160
	Iteration 6F: 3 clusters Score -2.306592e+07 nChanged 9333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155964 members 
Mstep: Class 2 contains 40708 members 
Entering Unmasked Estep 
Score: -23072984.000000 Penalty: 6045.889160
	Iteration 7Q: 3 clusters Score -2.307298e+07 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160039 members 
Mstep: Class 2 contains 36633 members 
Entering Unmasked Estep 
Score: -23075594.000000 Penalty: 6045.889160
	Iteration 8Q: 3 clusters Score -2.307559e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163987 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -23077198.000000 Penalty: 6045.889160
	Iteration 9Q: 3 clusters Score -2.30772e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167873 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -23078234.000000 Penalty: 6045.889160
	Iteration 10Q: 3 clusters Score -2.307823e+07 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171846 members 
Mstep: Class 2 contains 24826 members 
Entering Unmasked Estep 
Score: -23078900.000000 Penalty: 6045.889160
	Iteration 11Q: 3 clusters Score -2.30789e+07 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175548 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -23079548.000000 Penalty: 6045.889160
	Iteration 12Q: 3 clusters Score -2.307955e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178939 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -23079912.000000 Penalty: 6045.889160
	Iteration 13Q: 3 clusters Score -2.307991e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181854 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -23080182.000000 Penalty: 6045.889160
	Iteration 14Q: 3 clusters Score -2.308018e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184295 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -23080276.000000 Penalty: 6045.889160
	Iteration 15Q: 3 clusters Score -2.308028e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186305 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -23080376.000000 Penalty: 6045.889160
	Iteration 16Q: 3 clusters Score -2.308038e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187987 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -23080364.000000 Penalty: 6045.889160
	Iteration 17Q: 3 clusters Score -2.308036e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189395 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -23080454.000000 Penalty: 6045.889160
	Iteration 18Q: 3 clusters Score -2.308045e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190497 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -23080314.000000 Penalty: 6045.889160
	Iteration 19Q: 3 clusters Score -2.308031e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191313 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -23080248.000000 Penalty: 6045.889160
	Iteration 20F: 3 clusters Score -2.308025e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192001 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -23080074.000000 Penalty: 6045.889160
	Iteration 21Q: 3 clusters Score -2.308007e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192544 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -23079920.000000 Penalty: 6045.889160
	Iteration 22Q: 3 clusters Score -2.307992e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192979 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -23079814.000000 Penalty: 6045.889160
	Iteration 23Q: 3 clusters Score -2.307981e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193317 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -23079762.000000 Penalty: 6045.889160
	Iteration 24Q: 3 clusters Score -2.307976e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193590 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -23079740.000000 Penalty: 6045.889160
	Iteration 25Q: 3 clusters Score -2.307974e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193820 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -23079744.000000 Penalty: 6045.889160
	Iteration 26Q: 3 clusters Score -2.307974e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194008 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -23079722.000000 Penalty: 6045.889160
	Iteration 27Q: 3 clusters Score -2.307972e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194153 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -23079686.000000 Penalty: 6045.889160
	Iteration 28Q: 3 clusters Score -2.307969e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194281 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -23079644.000000 Penalty: 6045.889160
	Iteration 29Q: 3 clusters Score -2.307964e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194397 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -23079598.000000 Penalty: 6045.889160
	Iteration 30Q: 3 clusters Score -2.30796e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194467 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -23079602.000000 Penalty: 6045.889160
	Iteration 31Q: 3 clusters Score -2.30796e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194535 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -23079592.000000 Penalty: 6045.889160
	Iteration 32Q: 3 clusters Score -2.307959e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194582 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -23079600.000000 Penalty: 6045.889160
	Iteration 33Q: 3 clusters Score -2.30796e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194624 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -23079560.000000 Penalty: 6045.889160
	Iteration 34Q: 3 clusters Score -2.307956e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194663 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -23079544.000000 Penalty: 6045.889160
	Iteration 35Q: 3 clusters Score -2.307954e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194701 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -23079554.000000 Penalty: 6045.889160
	Iteration 36Q: 3 clusters Score -2.307955e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194733 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -23079532.000000 Penalty: 6045.889160
	Iteration 37Q: 3 clusters Score -2.307953e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194756 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -23079530.000000 Penalty: 6045.889160
	Iteration 38Q: 3 clusters Score -2.307953e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194775 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -23079530.000000 Penalty: 6045.889160
	Iteration 39Q: 3 clusters Score -2.307953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194786 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -23079548.000000 Penalty: 6045.889160
	Iteration 40F: 3 clusters Score -2.307955e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194799 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -23079540.000000 Penalty: 6045.889160
	Iteration 41Q: 3 clusters Score -2.307954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194806 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -23079550.000000 Penalty: 6045.889160
	Iteration 42Q: 3 clusters Score -2.307955e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194817 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -23079544.000000 Penalty: 6045.889160
	Iteration 43Q: 3 clusters Score -2.307954e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194828 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -23079542.000000 Penalty: 6045.889160
	Iteration 44Q: 3 clusters Score -2.307954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194833 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -23079536.000000 Penalty: 6045.889160
	Iteration 45Q: 3 clusters Score -2.307954e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194840 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -23079524.000000 Penalty: 6045.889160
	Iteration 46Q: 3 clusters Score -2.307952e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194842 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -23079526.000000 Penalty: 6045.889160
	Iteration 47Q: 3 clusters Score -2.307953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194844 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -23079522.000000 Penalty: 6045.889160
	Iteration 48Q: 3 clusters Score -2.307952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194846 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -23079522.000000 Penalty: 6045.889160
	Iteration 49Q: 3 clusters Score -2.307952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194848 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -23079530.000000 Penalty: 6045.889160
	Iteration 50Q: 3 clusters Score -2.307953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194850 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -23079532.000000 Penalty: 6045.889160
	Iteration 51Q: 3 clusters Score -2.307953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194854 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -23079524.000000 Penalty: 6045.889160
	Iteration 52Q: 3 clusters Score -2.307952e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194861 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -23079522.000000 Penalty: 6045.889160
	Iteration 53Q: 3 clusters Score -2.307952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194870 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -23079518.000000 Penalty: 6045.889160
	Iteration 54Q: 3 clusters Score -2.307952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194876 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -23079510.000000 Penalty: 6045.889160
	Iteration 55Q: 3 clusters Score -2.307951e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194881 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -23079504.000000 Penalty: 6045.889160
	Iteration 56Q: 3 clusters Score -2.30795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194889 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -23079510.000000 Penalty: 6045.889160
	Iteration 57Q: 3 clusters Score -2.307951e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194899 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -23079520.000000 Penalty: 6045.889160
	Iteration 58Q: 3 clusters Score -2.307952e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194909 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -23079518.000000 Penalty: 6045.889160
	Iteration 59Q: 3 clusters Score -2.307952e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194918 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -23079510.000000 Penalty: 6045.889160
	Iteration 60F: 3 clusters Score -2.307951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194929 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -23079514.000000 Penalty: 6045.889160
	Iteration 61Q: 3 clusters Score -2.307951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194938 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -23079516.000000 Penalty: 6045.889160
	Iteration 62Q: 3 clusters Score -2.307952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194944 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -23079516.000000 Penalty: 6045.889160
	Iteration 63Q: 3 clusters Score -2.307952e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194949 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -23079530.000000 Penalty: 6045.889160
	Iteration 64Q: 3 clusters Score -2.307953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194954 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -23079532.000000 Penalty: 6045.889160
	Iteration 65Q: 3 clusters Score -2.307953e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194958 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -23079524.000000 Penalty: 6045.889160
	Iteration 66Q: 3 clusters Score -2.307952e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194960 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -23079514.000000 Penalty: 6045.889160
	Iteration 67Q: 3 clusters Score -2.307951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194966 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -23079510.000000 Penalty: 6045.889160
	Iteration 68Q: 3 clusters Score -2.307951e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194972 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -23079518.000000 Penalty: 6045.889160
	Iteration 69Q: 3 clusters Score -2.307952e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194980 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -23079514.000000 Penalty: 6045.889160
	Iteration 70Q: 3 clusters Score -2.307951e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194991 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -23079510.000000 Penalty: 6045.889160
	Iteration 71Q: 3 clusters Score -2.307951e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195000 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -23079490.000000 Penalty: 6045.889160
	Iteration 72Q: 3 clusters Score -2.307949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195009 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -23079490.000000 Penalty: 6045.889160
	Iteration 73Q: 3 clusters Score -2.307949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195018 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -23079490.000000 Penalty: 6045.889160
	Iteration 74Q: 3 clusters Score -2.307949e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195030 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -23079486.000000 Penalty: 6045.889160
	Iteration 75Q: 3 clusters Score -2.307949e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195037 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -23079504.000000 Penalty: 6045.889160
	Iteration 76Q: 3 clusters Score -2.30795e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195048 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -23079470.000000 Penalty: 6045.889160
	Iteration 77Q: 3 clusters Score -2.307947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195062 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -23079468.000000 Penalty: 6045.889160
	Iteration 78Q: 3 clusters Score -2.307947e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195071 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -23079486.000000 Penalty: 6045.889160
	Iteration 79Q: 3 clusters Score -2.307949e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195078 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -23079444.000000 Penalty: 6045.889160
	Iteration 80F: 3 clusters Score -2.307944e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195089 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -23079442.000000 Penalty: 6045.889160
	Iteration 81Q: 3 clusters Score -2.307944e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195104 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -23079452.000000 Penalty: 6045.889160
	Iteration 82Q: 3 clusters Score -2.307945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195118 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -23079444.000000 Penalty: 6045.889160
	Iteration 83Q: 3 clusters Score -2.307944e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195125 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -23079456.000000 Penalty: 6045.889160
	Iteration 84Q: 3 clusters Score -2.307946e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195134 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -23079448.000000 Penalty: 6045.889160
	Iteration 85Q: 3 clusters Score -2.307945e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195142 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -23079444.000000 Penalty: 6045.889160
	Iteration 86Q: 3 clusters Score -2.307944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195148 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -23079448.000000 Penalty: 6045.889160
	Iteration 87Q: 3 clusters Score -2.307945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195152 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -23079452.000000 Penalty: 6045.889160
	Iteration 88Q: 3 clusters Score -2.307945e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195156 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -23079450.000000 Penalty: 6045.889160
	Iteration 89Q: 3 clusters Score -2.307945e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195163 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -23079448.000000 Penalty: 6045.889160
	Iteration 90Q: 3 clusters Score -2.307945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195169 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -23079456.000000 Penalty: 6045.889160
	Iteration 91Q: 3 clusters Score -2.307946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195177 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -23079442.000000 Penalty: 6045.889160
	Iteration 92Q: 3 clusters Score -2.307944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195182 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -23079438.000000 Penalty: 6045.889160
	Iteration 93Q: 3 clusters Score -2.307944e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195187 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -23079436.000000 Penalty: 6045.889160
	Iteration 94Q: 3 clusters Score -2.307944e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195191 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23079440.000000 Penalty: 6045.889160
	Iteration 95Q: 3 clusters Score -2.307944e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195191 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -23079440.000000 Penalty: 6045.889160
	Iteration 96F: 3 clusters Score -2.307944e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -45566.437500 Penalty: 1515.093384
	Iteration 0F: 2 clusters Score -45566.44 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 201 members 
Entering Unmasked Estep 
Score: -44100.808594 Penalty: 3030.186768
	Iteration 0F: 3 clusters Score -44100.81 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -44272.039062 Penalty: 3030.186768
	Iteration 1F: 3 clusters Score -44272.04 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -44312.601562 Penalty: 3030.186768
	Iteration 2Q: 3 clusters Score -44312.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44327.039062 Penalty: 3030.186768
	Iteration 3Q: 3 clusters Score -44327.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -44332.378906 Penalty: 3030.186768
	Iteration 4Q: 3 clusters Score -44332.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44343.335938 Penalty: 3030.186768
	Iteration 5Q: 3 clusters Score -44343.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44346.761719 Penalty: 3030.186768
	Iteration 6Q: 3 clusters Score -44346.76 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -44351.175781 Penalty: 3030.186768
	Iteration 7Q: 3 clusters Score -44351.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -44353.867188 Penalty: 3030.186768
	Iteration 8Q: 3 clusters Score -44353.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44355.925781 Penalty: 3030.186768
	Iteration 9Q: 3 clusters Score -44355.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -44355.925781 Penalty: 3030.186768
	Iteration 10F: 3 clusters Score -44355.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -224238.093750 Penalty: 1897.831421
	Iteration 0F: 2 clusters Score -224238.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -221604.765625 Penalty: 3795.662842
	Iteration 0F: 3 clusters Score -221604.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -222232.531250 Penalty: 3795.662842
	Iteration 1F: 3 clusters Score -222232.5 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -222536.484375 Penalty: 3795.662842
	Iteration 2F: 3 clusters Score -222536.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -222829.828125 Penalty: 3795.662842
	Iteration 3F: 3 clusters Score -222829.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -223159.484375 Penalty: 3795.662842
	Iteration 4F: 3 clusters Score -223159.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -223424.203125 Penalty: 3795.662842
	Iteration 5F: 3 clusters Score -223424.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -223626.203125 Penalty: 3795.662842
	Iteration 6Q: 3 clusters Score -223626.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -223785.515625 Penalty: 3795.662842
	Iteration 7Q: 3 clusters Score -223785.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -223930.265625 Penalty: 3795.662842
	Iteration 8Q: 3 clusters Score -223930.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -224001.421875 Penalty: 3795.662842
	Iteration 9Q: 3 clusters Score -224001.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -224033.703125 Penalty: 3795.662842
	Iteration 10Q: 3 clusters Score -224033.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -224048.203125 Penalty: 3795.662842
	Iteration 11Q: 3 clusters Score -224048.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224054.531250 Penalty: 3795.662842
	Iteration 12Q: 3 clusters Score -224054.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224056.234375 Penalty: 3795.662842
	Iteration 13Q: 3 clusters Score -224056.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224058.453125 Penalty: 3795.662842
	Iteration 14Q: 3 clusters Score -224058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224060.390625 Penalty: 3795.662842
	Iteration 15Q: 3 clusters Score -224060.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224061.078125 Penalty: 3795.662842
	Iteration 16Q: 3 clusters Score -224061.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -224061.484375 Penalty: 3795.662842
	Iteration 17F: 3 clusters Score -224061.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -224062.156250 Penalty: 3795.662842
	Iteration 18Q: 3 clusters Score -224062.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -224064.515625 Penalty: 3795.662842
	Iteration 19Q: 3 clusters Score -224064.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -224070.156250 Penalty: 3795.662842
	Iteration 20F: 3 clusters Score -224070.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -224074.296875 Penalty: 3795.662842
	Iteration 21Q: 3 clusters Score -224074.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -224075.484375 Penalty: 3795.662842
	Iteration 22Q: 3 clusters Score -224075.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -224077.593750 Penalty: 3795.662842
	Iteration 23Q: 3 clusters Score -224077.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -224079.453125 Penalty: 3795.662842
	Iteration 24Q: 3 clusters Score -224079.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -224082.171875 Penalty: 3795.662842
	Iteration 25Q: 3 clusters Score -224082.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -224085.578125 Penalty: 3795.662842
	Iteration 26Q: 3 clusters Score -224085.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -224089.031250 Penalty: 3795.662842
	Iteration 27Q: 3 clusters Score -224089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -224092.140625 Penalty: 3795.662842
	Iteration 28Q: 3 clusters Score -224092.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -224095.875000 Penalty: 3795.662842
	Iteration 29Q: 3 clusters Score -224095.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -224096.359375 Penalty: 3795.662842
	Iteration 30Q: 3 clusters Score -224096.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -224097.125000 Penalty: 3795.662842
	Iteration 31Q: 3 clusters Score -224097.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -224101.843750 Penalty: 3795.662842
	Iteration 32Q: 3 clusters Score -224101.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -224107.031250 Penalty: 3795.662842
	Iteration 33Q: 3 clusters Score -224107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -224116.593750 Penalty: 3795.662842
	Iteration 34Q: 3 clusters Score -224116.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -224129.812500 Penalty: 3795.662842
	Iteration 35Q: 3 clusters Score -224129.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -224163.359375 Penalty: 3795.662842
	Iteration 36Q: 3 clusters Score -224163.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -224248.343750 Penalty: 3795.662842
	Iteration 37Q: 3 clusters Score -224248.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -224338.640625 Penalty: 3795.662842
	Iteration 38Q: 3 clusters Score -224338.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -224402.390625 Penalty: 3795.662842
	Iteration 39Q: 3 clusters Score -224402.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -224420.687500 Penalty: 3795.662842
	Iteration 40F: 3 clusters Score -224420.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -224436.468750 Penalty: 3795.662842
	Iteration 41Q: 3 clusters Score -224436.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -224444.578125 Penalty: 3795.662842
	Iteration 42Q: 3 clusters Score -224444.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -224449.937500 Penalty: 3795.662842
	Iteration 43Q: 3 clusters Score -224449.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -224451.406250 Penalty: 3795.662842
	Iteration 44Q: 3 clusters Score -224451.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -224451.984375 Penalty: 3795.662842
	Iteration 45Q: 3 clusters Score -224452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -224452.671875 Penalty: 3795.662842
	Iteration 46Q: 3 clusters Score -224452.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -224452.671875 Penalty: 3795.662842
	Iteration 47F: 3 clusters Score -224452.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26523 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238931 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39619 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208513 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317698 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196672 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 1003 members 
Mstep: Class 29 contains 1103 members 
Entering Unmasked Estep 
Score: -161425536.000000 Penalty: 101876.304688
Splitting cluster 28 changes total score from -161426864.000000 to -161425536.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26523 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238931 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39619 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208513 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317698 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196672 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 479Q: 29 clusters Score -1.614269e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26526 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57266 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238934 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39618 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208511 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79076 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317697 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196670 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 480F: 29 clusters Score -1.61427e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26528 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57265 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238934 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39618 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208509 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24788 members 
Mstep: Class 18 contains 79076 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317702 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196666 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426992.000000 Penalty: 98363.328125
Iteration 481Q: 29 clusters Score -1.61427e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26531 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57264 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238936 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39617 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208510 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79076 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317703 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196660 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 482Q: 29 clusters Score -1.614269e+08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26535 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57260 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238936 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39617 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208507 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79076 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317708 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196658 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 483Q: 29 clusters Score -1.614269e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26538 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57260 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238935 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39615 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208508 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317711 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196653 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 484Q: 29 clusters Score -1.614269e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26541 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57258 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238936 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208509 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79077 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317716 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196644 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 485Q: 29 clusters Score -1.61427e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26545 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57256 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238935 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208508 members 
Mstep: Class 15 contains 15336 members 
Mstep: Class 16 contains 37981 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79078 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317725 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196632 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427056.000000 Penalty: 98363.328125
Iteration 486Q: 29 clusters Score -1.614271e+08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26547 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57255 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238935 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208510 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24789 members 
Mstep: Class 18 contains 79081 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317727 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19323 members 
Mstep: Class 26 contains 196627 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426976.000000 Penalty: 98363.328125
Iteration 487Q: 29 clusters Score -1.61427e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26551 members 
Mstep: Class 4 contains 11810 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57253 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238938 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208509 members 
Mstep: Class 15 contains 15334 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79084 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317729 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19324 members 
Mstep: Class 26 contains 196617 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426944.000000 Penalty: 98363.328125
Iteration 488Q: 29 clusters Score -1.614269e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26549 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3731 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57251 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238942 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208509 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79085 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317731 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19325 members 
Mstep: Class 26 contains 196614 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426912.000000 Penalty: 98363.328125
Iteration 489Q: 29 clusters Score -1.614269e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26549 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3732 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57251 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238941 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208509 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79085 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317734 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 196610 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426928.000000 Penalty: 98363.328125
Iteration 490Q: 29 clusters Score -1.614269e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26551 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57251 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238944 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208511 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79085 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317731 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 196605 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 491Q: 29 clusters Score -1.61427e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26552 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57251 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238946 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208508 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79085 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317734 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 196602 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427056.000000 Penalty: 98363.328125
Iteration 492Q: 29 clusters Score -1.614271e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26553 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57251 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238947 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208507 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79084 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317735 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 196601 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 493Q: 29 clusters Score -1.61427e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26554 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57248 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238947 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208507 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79084 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317737 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 196601 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427072.000000 Penalty: 98363.328125
Iteration 494Q: 29 clusters Score -1.614271e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26554 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57247 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238947 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208507 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79084 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317741 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 196598 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 495Q: 29 clusters Score -1.61427e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26555 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57246 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238948 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208506 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79084 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317745 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 196594 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 496Q: 29 clusters Score -1.61427e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17064 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26555 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57246 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238949 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39616 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208506 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79084 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317749 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 196589 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427008.000000 Penalty: 98363.328125
Iteration 497Q: 29 clusters Score -1.61427e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26555 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57246 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238950 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39617 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208506 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37979 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79085 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317757 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21539 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 196579 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427040.000000 Penalty: 98363.328125
Iteration 498Q: 29 clusters Score -1.61427e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26556 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57247 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238950 members 
Mstep: Class 10 contains 24622 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39617 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208507 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37980 members 
Mstep: Class 17 contains 24790 members 
Mstep: Class 18 contains 79085 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317761 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21540 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 196571 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 98363.328125
Iteration 499Q: 29 clusters Score -1.61427e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 15 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 14038 members 
Mstep: Class 3 contains 26557 members 
Mstep: Class 4 contains 11809 members 
Mstep: Class 5 contains 3733 members 
Mstep: Class 6 contains 6906 members 
Mstep: Class 7 contains 57246 members 
Mstep: Class 8 contains 2415 members 
Mstep: Class 9 contains 238953 members 
Mstep: Class 10 contains 24621 members 
Mstep: Class 11 contains 18451 members 
Mstep: Class 12 contains 39617 members 
Mstep: Class 13 contains 6188 members 
Mstep: Class 14 contains 208503 members 
Mstep: Class 15 contains 15335 members 
Mstep: Class 16 contains 37981 members 
Mstep: Class 17 contains 24791 members 
Mstep: Class 18 contains 79085 members 
Mstep: Class 19 contains 11963 members 
Mstep: Class 20 contains 317764 members 
Mstep: Class 21 contains 9905 members 
Mstep: Class 22 contains 21541 members 
Mstep: Class 23 contains 735 members 
Mstep: Class 24 contains 5001 members 
Mstep: Class 25 contains 19326 members 
Mstep: Class 26 contains 196567 members 
Mstep: Class 27 contains 450 members 
Mstep: Class 28 contains 2106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427072.000000 Penalty: 98363.328125
Iteration 500F: 29 clusters Score -1.614271e+08 nChanged 15
Maximum iterations exceeded
--- Evaluating fit on full set of 4255994 points ---
Entering Unmasked Estep 
Score: -496219072.000000 Penalty: 105992.093750
20->29 Clusters: Score -496219072.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1418664 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70836 members 
Mstep: Class 2 contains 70942 members 
Mstep: Class 3 contains 70855 members 
Mstep: Class 4 contains 70273 members 
Mstep: Class 5 contains 71002 members 
Mstep: Class 6 contains 70969 members 
Mstep: Class 7 contains 70538 members 
Mstep: Class 8 contains 71178 members 
Mstep: Class 9 contains 71179 members 
Mstep: Class 10 contains 71085 members 
Mstep: Class 11 contains 71035 members 
Mstep: Class 12 contains 71011 members 
Mstep: Class 13 contains 70484 members 
Mstep: Class 14 contains 71394 members 
Mstep: Class 15 contains 70917 members 
Mstep: Class 16 contains 70663 members 
Mstep: Class 17 contains 70647 members 
Mstep: Class 18 contains 71037 members 
Mstep: Class 19 contains 71227 members 
Mstep: Class 20 contains 71392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 13. Lose 508.192322 but Gain 3512.976562
Score: -153072064.000000 Penalty: 66746.546875
Iteration 0F: 20 clusters Score -1.530721e+08 nChanged 1343956
Entering Unmasked Mstep 
Mstep: Class 0 contains 6952 members 
Mstep: Class 1 contains 11071 members 
Mstep: Class 2 contains 23067 members 
Mstep: Class 3 contains 12522 members 
Mstep: Class 4 contains 67016 members 
Mstep: Class 5 contains 299483 members 
Mstep: Class 6 contains 161702 members 
Mstep: Class 7 contains 15528 members 
Mstep: Class 8 contains 117866 members 
Mstep: Class 9 contains 21776 members 
Mstep: Class 10 contains 84970 members 
Mstep: Class 11 contains 21569 members 
Mstep: Class 12 contains 183080 members 
Mstep: Class 14 contains 72818 members 
Mstep: Class 15 contains 30540 members 
Mstep: Class 16 contains 12004 members 
Mstep: Class 17 contains 14441 members 
Mstep: Class 18 contains 19252 members 
Mstep: Class 19 contains 113036 members 
Mstep: Class 20 contains 129971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159095120.000000 Penalty: 66746.546875
Iteration 1F: 20 clusters Score -1.590951e+08 nChanged 507878
Entering Unmasked Mstep 
Mstep: Class 0 contains 3159 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 42457 members 
Mstep: Class 3 contains 7135 members 
Mstep: Class 4 contains 60588 members 
Mstep: Class 5 contains 434053 members 
Mstep: Class 6 contains 191659 members 
Mstep: Class 7 contains 11898 members 
Mstep: Class 8 contains 60719 members 
Mstep: Class 9 contains 14835 members 
Mstep: Class 10 contains 72064 members 
Mstep: Class 11 contains 8856 members 
Mstep: Class 12 contains 213585 members 
Mstep: Class 14 contains 46852 members 
Mstep: Class 15 contains 20890 members 
Mstep: Class 16 contains 7542 members 
Mstep: Class 17 contains 6588 members 
Mstep: Class 18 contains 10243 members 
Mstep: Class 19 contains 118107 members 
Mstep: Class 20 contains 82632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159903520.000000 Penalty: 66746.546875
Iteration 2F: 20 clusters Score -1.599035e+08 nChanged 329914
Entering Unmasked Mstep 
Mstep: Class 0 contains 2432 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 37322 members 
Mstep: Class 3 contains 11089 members 
Mstep: Class 4 contains 65919 members 
Mstep: Class 5 contains 388584 members 
Mstep: Class 6 contains 219881 members 
Mstep: Class 7 contains 12987 members 
Mstep: Class 8 contains 46692 members 
Mstep: Class 9 contains 10652 members 
Mstep: Class 10 contains 62704 members 
Mstep: Class 11 contains 8381 members 
Mstep: Class 12 contains 252324 members 
Mstep: Class 14 contains 42104 members 
Mstep: Class 15 contains 21896 members 
Mstep: Class 16 contains 7777 members 
Mstep: Class 17 contains 6370 members 
Mstep: Class 18 contains 8666 members 
Mstep: Class 19 contains 117487 members 
Mstep: Class 20 contains 89970 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160261536.000000 Penalty: 66746.546875
Iteration 3F: 20 clusters Score -1.602615e+08 nChanged 217363
Entering Unmasked Mstep 
Mstep: Class 0 contains 2359 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 30801 members 
Mstep: Class 3 contains 12442 members 
Mstep: Class 4 contains 70265 members 
Mstep: Class 5 contains 348149 members 
Mstep: Class 6 contains 241759 members 
Mstep: Class 7 contains 10803 members 
Mstep: Class 8 contains 44943 members 
Mstep: Class 9 contains 12392 members 
Mstep: Class 10 contains 52783 members 
Mstep: Class 11 contains 8916 members 
Mstep: Class 12 contains 284344 members 
Mstep: Class 14 contains 49463 members 
Mstep: Class 15 contains 22692 members 
Mstep: Class 16 contains 7551 members 
Mstep: Class 17 contains 6970 members 
Mstep: Class 18 contains 7105 members 
Mstep: Class 19 contains 107067 members 
Mstep: Class 20 contains 91950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160461504.000000 Penalty: 66746.546875
Iteration 4F: 20 clusters Score -1.604615e+08 nChanged 183312
Entering Unmasked Mstep 
Mstep: Class 0 contains 2332 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 26895 members 
Mstep: Class 3 contains 12704 members 
Mstep: Class 4 contains 76102 members 
Mstep: Class 5 contains 330435 members 
Mstep: Class 6 contains 259233 members 
Mstep: Class 7 contains 8948 members 
Mstep: Class 8 contains 42793 members 
Mstep: Class 9 contains 14716 members 
Mstep: Class 10 contains 43490 members 
Mstep: Class 11 contains 9190 members 
Mstep: Class 12 contains 303185 members 
Mstep: Class 14 contains 59237 members 
Mstep: Class 15 contains 23707 members 
Mstep: Class 16 contains 7715 members 
Mstep: Class 17 contains 8043 members 
Mstep: Class 18 contains 6710 members 
Mstep: Class 19 contains 91532 members 
Mstep: Class 20 contains 86975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160591424.000000 Penalty: 66746.546875
Iteration 5F: 20 clusters Score -1.605914e+08 nChanged 171289
Entering Unmasked Mstep 
Mstep: Class 0 contains 2182 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 24013 members 
Mstep: Class 3 contains 12971 members 
Mstep: Class 4 contains 84393 members 
Mstep: Class 5 contains 315340 members 
Mstep: Class 6 contains 280917 members 
Mstep: Class 7 contains 7911 members 
Mstep: Class 8 contains 40003 members 
Mstep: Class 9 contains 16469 members 
Mstep: Class 10 contains 35641 members 
Mstep: Class 11 contains 9223 members 
Mstep: Class 12 contains 311322 members 
Mstep: Class 14 contains 66407 members 
Mstep: Class 15 contains 24996 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 9247 members 
Mstep: Class 18 contains 7609 members 
Mstep: Class 19 contains 76941 members 
Mstep: Class 20 contains 80768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160719264.000000 Penalty: 66746.546875
Iteration 6F: 20 clusters Score -1.607193e+08 nChanged 164973
Entering Unmasked Mstep 
Mstep: Class 0 contains 2056 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 21264 members 
Mstep: Class 3 contains 13340 members 
Mstep: Class 4 contains 93848 members 
Mstep: Class 5 contains 305730 members 
Mstep: Class 6 contains 311089 members 
Mstep: Class 7 contains 7218 members 
Mstep: Class 8 contains 36265 members 
Mstep: Class 9 contains 17837 members 
Mstep: Class 10 contains 29033 members 
Mstep: Class 11 contains 9330 members 
Mstep: Class 12 contains 302830 members 
Mstep: Class 14 contains 70176 members 
Mstep: Class 15 contains 25954 members 
Mstep: Class 16 contains 10091 members 
Mstep: Class 17 contains 10244 members 
Mstep: Class 18 contains 9660 members 
Mstep: Class 19 contains 64259 members 
Mstep: Class 20 contains 74990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160828128.000000 Penalty: 66746.546875
Iteration 7F: 20 clusters Score -1.608281e+08 nChanged 149075
Entering Unmasked Mstep 
Mstep: Class 0 contains 1798 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 19097 members 
Mstep: Class 3 contains 13780 members 
Mstep: Class 4 contains 102189 members 
Mstep: Class 5 contains 299128 members 
Mstep: Class 6 contains 347006 members 
Mstep: Class 7 contains 6276 members 
Mstep: Class 8 contains 31776 members 
Mstep: Class 9 contains 18846 members 
Mstep: Class 10 contains 23868 members 
Mstep: Class 11 contains 9668 members 
Mstep: Class 12 contains 283609 members 
Mstep: Class 14 contains 72083 members 
Mstep: Class 15 contains 26535 members 
Mstep: Class 16 contains 11540 members 
Mstep: Class 17 contains 10797 members 
Mstep: Class 18 contains 12129 members 
Mstep: Class 19 contains 54499 members 
Mstep: Class 20 contains 69768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160916416.000000 Penalty: 66746.546875
Iteration 8F: 20 clusters Score -1.609164e+08 nChanged 151913
Entering Unmasked Mstep 
Mstep: Class 0 contains 756 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 17547 members 
Mstep: Class 3 contains 14274 members 
Mstep: Class 4 contains 111179 members 
Mstep: Class 5 contains 289482 members 
Mstep: Class 6 contains 369224 members 
Mstep: Class 7 contains 5018 members 
Mstep: Class 8 contains 28067 members 
Mstep: Class 9 contains 19731 members 
Mstep: Class 10 contains 20526 members 
Mstep: Class 11 contains 10349 members 
Mstep: Class 12 contains 272940 members 
Mstep: Class 14 contains 74427 members 
Mstep: Class 15 contains 26776 members 
Mstep: Class 16 contains 13161 members 
Mstep: Class 17 contains 11105 members 
Mstep: Class 18 contains 14466 members 
Mstep: Class 19 contains 48377 members 
Mstep: Class 20 contains 65355 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161008752.000000 Penalty: 66746.546875
Iteration 9F: 20 clusters Score -1.610088e+08 nChanged 122759
Entering Unmasked Mstep 
Mstep: Class 0 contains 155 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 15365 members 
Mstep: Class 3 contains 14741 members 
Mstep: Class 4 contains 120713 members 
Mstep: Class 5 contains 290514 members 
Mstep: Class 6 contains 362720 members 
Mstep: Class 7 contains 4009 members 
Mstep: Class 8 contains 25029 members 
Mstep: Class 9 contains 20461 members 
Mstep: Class 10 contains 18037 members 
Mstep: Class 11 contains 11379 members 
Mstep: Class 12 contains 274639 members 
Mstep: Class 14 contains 77528 members 
Mstep: Class 15 contains 26848 members 
Mstep: Class 16 contains 14949 members 
Mstep: Class 17 contains 11431 members 
Mstep: Class 18 contains 16446 members 
Mstep: Class 19 contains 44315 members 
Mstep: Class 20 contains 61766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161074128.000000 Penalty: 66746.546875
Iteration 10F: 20 clusters Score -1.610741e+08 nChanged 91940
Entering Unmasked Mstep 
Mstep: Class 0 contains 53 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 13249 members 
Mstep: Class 3 contains 15256 members 
Mstep: Class 4 contains 129350 members 
Mstep: Class 5 contains 296369 members 
Mstep: Class 6 contains 352287 members 
Mstep: Class 7 contains 3493 members 
Mstep: Class 8 contains 22075 members 
Mstep: Class 9 contains 20425 members 
Mstep: Class 10 contains 15683 members 
Mstep: Class 11 contains 12651 members 
Mstep: Class 12 contains 275531 members 
Mstep: Class 14 contains 79936 members 
Mstep: Class 15 contains 26737 members 
Mstep: Class 16 contains 16543 members 
Mstep: Class 17 contains 11660 members 
Mstep: Class 18 contains 18065 members 
Mstep: Class 19 contains 41524 members 
Mstep: Class 20 contains 58792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161125328.000000 Penalty: 66746.546875
Iteration 11F: 20 clusters Score -1.611253e+08 nChanged 72111
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 11614 members 
Mstep: Class 3 contains 15792 members 
Mstep: Class 4 contains 137158 members 
Mstep: Class 5 contains 301454 members 
Mstep: Class 6 contains 343525 members 
Mstep: Class 7 contains 3386 members 
Mstep: Class 8 contains 19392 members 
Mstep: Class 9 contains 19776 members 
Mstep: Class 10 contains 13677 members 
Mstep: Class 11 contains 14101 members 
Mstep: Class 12 contains 275098 members 
Mstep: Class 14 contains 81789 members 
Mstep: Class 15 contains 26568 members 
Mstep: Class 16 contains 17850 members 
Mstep: Class 17 contains 11853 members 
Mstep: Class 18 contains 19517 members 
Mstep: Class 19 contains 40019 members 
Mstep: Class 20 contains 56135 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161159440.000000 Penalty: 66746.546875
Iteration 12F: 20 clusters Score -1.611594e+08 nChanged 56417
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 10381 members 
Mstep: Class 3 contains 16264 members 
Mstep: Class 4 contains 144848 members 
Mstep: Class 5 contains 304971 members 
Mstep: Class 6 contains 335587 members 
Mstep: Class 7 contains 3479 members 
Mstep: Class 8 contains 17136 members 
Mstep: Class 9 contains 18796 members 
Mstep: Class 10 contains 12168 members 
Mstep: Class 11 contains 15685 members 
Mstep: Class 12 contains 273706 members 
Mstep: Class 14 contains 83306 members 
Mstep: Class 15 contains 26332 members 
Mstep: Class 16 contains 18959 members 
Mstep: Class 17 contains 11986 members 
Mstep: Class 18 contains 20991 members 
Mstep: Class 19 contains 39596 members 
Mstep: Class 20 contains 53849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161185840.000000 Penalty: 66746.546875
Iteration 13Q: 20 clusters Score -1.611858e+08 nChanged 46285
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11067 members 
Mstep: Class 2 contains 9433 members 
Mstep: Class 3 contains 16590 members 
Mstep: Class 4 contains 152222 members 
Mstep: Class 5 contains 307135 members 
Mstep: Class 6 contains 329091 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 15155 members 
Mstep: Class 9 contains 17698 members 
Mstep: Class 10 contains 10911 members 
Mstep: Class 11 contains 17195 members 
Mstep: Class 12 contains 271675 members 
Mstep: Class 14 contains 84678 members 
Mstep: Class 15 contains 26088 members 
Mstep: Class 16 contains 19923 members 
Mstep: Class 17 contains 12115 members 
Mstep: Class 18 contains 22391 members 
Mstep: Class 19 contains 39840 members 
Mstep: Class 20 contains 51925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161203616.000000 Penalty: 66746.546875
Iteration 14Q: 20 clusters Score -1.612036e+08 nChanged 40164
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 8710 members 
Mstep: Class 3 contains 16732 members 
Mstep: Class 4 contains 159798 members 
Mstep: Class 5 contains 308287 members 
Mstep: Class 6 contains 323506 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 13410 members 
Mstep: Class 9 contains 16670 members 
Mstep: Class 10 contains 9944 members 
Mstep: Class 11 contains 18703 members 
Mstep: Class 12 contains 268798 members 
Mstep: Class 14 contains 85740 members 
Mstep: Class 15 contains 25851 members 
Mstep: Class 16 contains 20729 members 
Mstep: Class 17 contains 12295 members 
Mstep: Class 18 contains 23730 members 
Mstep: Class 19 contains 40549 members 
Mstep: Class 20 contains 50209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161220400.000000 Penalty: 66746.546875
Iteration 15Q: 20 clusters Score -1.612204e+08 nChanged 36426
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 8173 members 
Mstep: Class 3 contains 16676 members 
Mstep: Class 4 contains 167157 members 
Mstep: Class 5 contains 308666 members 
Mstep: Class 6 contains 319248 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 11833 members 
Mstep: Class 9 contains 15829 members 
Mstep: Class 10 contains 9239 members 
Mstep: Class 11 contains 20079 members 
Mstep: Class 12 contains 265067 members 
Mstep: Class 14 contains 86615 members 
Mstep: Class 15 contains 25566 members 
Mstep: Class 16 contains 21339 members 
Mstep: Class 17 contains 12521 members 
Mstep: Class 18 contains 25056 members 
Mstep: Class 19 contains 41483 members 
Mstep: Class 20 contains 48778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161233184.000000 Penalty: 66746.546875
Iteration 16Q: 20 clusters Score -1.612332e+08 nChanged 34521
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 7797 members 
Mstep: Class 3 contains 16593 members 
Mstep: Class 4 contains 174312 members 
Mstep: Class 5 contains 308618 members 
Mstep: Class 6 contains 316019 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 10454 members 
Mstep: Class 9 contains 15145 members 
Mstep: Class 10 contains 8645 members 
Mstep: Class 11 contains 21363 members 
Mstep: Class 12 contains 260436 members 
Mstep: Class 14 contains 87331 members 
Mstep: Class 15 contains 25354 members 
Mstep: Class 16 contains 21735 members 
Mstep: Class 17 contains 12738 members 
Mstep: Class 18 contains 26444 members 
Mstep: Class 19 contains 42595 members 
Mstep: Class 20 contains 47463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161244256.000000 Penalty: 66746.546875
Iteration 17Q: 20 clusters Score -1.612443e+08 nChanged 32694
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 7535 members 
Mstep: Class 3 contains 16566 members 
Mstep: Class 4 contains 181194 members 
Mstep: Class 5 contains 308086 members 
Mstep: Class 6 contains 313506 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 9245 members 
Mstep: Class 9 contains 14546 members 
Mstep: Class 10 contains 8192 members 
Mstep: Class 11 contains 22609 members 
Mstep: Class 12 contains 255516 members 
Mstep: Class 14 contains 87931 members 
Mstep: Class 15 contains 25164 members 
Mstep: Class 16 contains 22020 members 
Mstep: Class 17 contains 12842 members 
Mstep: Class 18 contains 27854 members 
Mstep: Class 19 contains 43708 members 
Mstep: Class 20 contains 46296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161253520.000000 Penalty: 66746.546875
Iteration 18Q: 20 clusters Score -1.612535e+08 nChanged 30699
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 7373 members 
Mstep: Class 3 contains 16620 members 
Mstep: Class 4 contains 187411 members 
Mstep: Class 5 contains 307434 members 
Mstep: Class 6 contains 311456 members 
Mstep: Class 7 contains 3593 members 
Mstep: Class 8 contains 8153 members 
Mstep: Class 9 contains 14114 members 
Mstep: Class 10 contains 7835 members 
Mstep: Class 11 contains 23779 members 
Mstep: Class 12 contains 250852 members 
Mstep: Class 14 contains 88534 members 
Mstep: Class 15 contains 25006 members 
Mstep: Class 16 contains 22153 members 
Mstep: Class 17 contains 12908 members 
Mstep: Class 18 contains 29263 members 
Mstep: Class 19 contains 44645 members 
Mstep: Class 20 contains 45093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161261776.000000 Penalty: 66746.546875
Iteration 19Q: 20 clusters Score -1.612618e+08 nChanged 29352
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 7276 members 
Mstep: Class 3 contains 16730 members 
Mstep: Class 4 contains 192854 members 
Mstep: Class 5 contains 306919 members 
Mstep: Class 6 contains 309978 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 7233 members 
Mstep: Class 9 contains 13773 members 
Mstep: Class 10 contains 7544 members 
Mstep: Class 11 contains 24810 members 
Mstep: Class 12 contains 246359 members 
Mstep: Class 14 contains 88959 members 
Mstep: Class 15 contains 24835 members 
Mstep: Class 16 contains 22244 members 
Mstep: Class 17 contains 12896 members 
Mstep: Class 18 contains 30637 members 
Mstep: Class 19 contains 45494 members 
Mstep: Class 20 contains 43930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161267888.000000 Penalty: 66746.546875
Iteration 20F: 20 clusters Score -1.612679e+08 nChanged 28003
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 6955 members 
Mstep: Class 3 contains 16841 members 
Mstep: Class 4 contains 197505 members 
Mstep: Class 5 contains 306219 members 
Mstep: Class 6 contains 308896 members 
Mstep: Class 7 contains 3596 members 
Mstep: Class 8 contains 6441 members 
Mstep: Class 9 contains 13462 members 
Mstep: Class 10 contains 7314 members 
Mstep: Class 11 contains 25784 members 
Mstep: Class 12 contains 242281 members 
Mstep: Class 14 contains 89336 members 
Mstep: Class 15 contains 24734 members 
Mstep: Class 16 contains 22597 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 32029 members 
Mstep: Class 19 contains 46206 members 
Mstep: Class 20 contains 42891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161272256.000000 Penalty: 66746.546875
Iteration 21Q: 20 clusters Score -1.612723e+08 nChanged 26571
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 6747 members 
Mstep: Class 3 contains 16972 members 
Mstep: Class 4 contains 201236 members 
Mstep: Class 5 contains 305464 members 
Mstep: Class 6 contains 307915 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 5769 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 7121 members 
Mstep: Class 11 contains 26803 members 
Mstep: Class 12 contains 239153 members 
Mstep: Class 14 contains 89641 members 
Mstep: Class 15 contains 24606 members 
Mstep: Class 16 contains 22750 members 
Mstep: Class 17 contains 12836 members 
Mstep: Class 18 contains 33430 members 
Mstep: Class 19 contains 46730 members 
Mstep: Class 20 contains 41848 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161277680.000000 Penalty: 66746.546875
Iteration 22Q: 20 clusters Score -1.612777e+08 nChanged 25350
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 6579 members 
Mstep: Class 3 contains 17087 members 
Mstep: Class 4 contains 204403 members 
Mstep: Class 5 contains 304467 members 
Mstep: Class 6 contains 307056 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 5237 members 
Mstep: Class 9 contains 12982 members 
Mstep: Class 10 contains 6966 members 
Mstep: Class 11 contains 27789 members 
Mstep: Class 12 contains 236867 members 
Mstep: Class 14 contains 89826 members 
Mstep: Class 15 contains 24477 members 
Mstep: Class 16 contains 22857 members 
Mstep: Class 17 contains 12805 members 
Mstep: Class 18 contains 34752 members 
Mstep: Class 19 contains 47171 members 
Mstep: Class 20 contains 40828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161282400.000000 Penalty: 66746.546875
Iteration 23Q: 20 clusters Score -1.612824e+08 nChanged 24063
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 6454 members 
Mstep: Class 3 contains 17177 members 
Mstep: Class 4 contains 206973 members 
Mstep: Class 5 contains 303213 members 
Mstep: Class 6 contains 306457 members 
Mstep: Class 7 contains 3621 members 
Mstep: Class 8 contains 4800 members 
Mstep: Class 9 contains 12850 members 
Mstep: Class 10 contains 6769 members 
Mstep: Class 11 contains 28762 members 
Mstep: Class 12 contains 235399 members 
Mstep: Class 14 contains 89934 members 
Mstep: Class 15 contains 24384 members 
Mstep: Class 16 contains 22905 members 
Mstep: Class 17 contains 12740 members 
Mstep: Class 18 contains 36052 members 
Mstep: Class 19 contains 47420 members 
Mstep: Class 20 contains 39809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161287216.000000 Penalty: 66746.546875
Iteration 24Q: 20 clusters Score -1.612872e+08 nChanged 22753
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 6350 members 
Mstep: Class 3 contains 17256 members 
Mstep: Class 4 contains 208975 members 
Mstep: Class 5 contains 301804 members 
Mstep: Class 6 contains 305993 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 4456 members 
Mstep: Class 9 contains 12786 members 
Mstep: Class 10 contains 6633 members 
Mstep: Class 11 contains 29730 members 
Mstep: Class 12 contains 234457 members 
Mstep: Class 14 contains 89920 members 
Mstep: Class 15 contains 24242 members 
Mstep: Class 16 contains 22899 members 
Mstep: Class 17 contains 12678 members 
Mstep: Class 18 contains 37374 members 
Mstep: Class 19 contains 47682 members 
Mstep: Class 20 contains 38831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161291888.000000 Penalty: 66746.546875
Iteration 25Q: 20 clusters Score -1.612919e+08 nChanged 22125
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 17297 members 
Mstep: Class 4 contains 210609 members 
Mstep: Class 5 contains 300079 members 
Mstep: Class 6 contains 305651 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 4152 members 
Mstep: Class 9 contains 12765 members 
Mstep: Class 10 contains 6539 members 
Mstep: Class 11 contains 30652 members 
Mstep: Class 12 contains 234042 members 
Mstep: Class 14 contains 89814 members 
Mstep: Class 15 contains 24135 members 
Mstep: Class 16 contains 22847 members 
Mstep: Class 17 contains 12592 members 
Mstep: Class 18 contains 38703 members 
Mstep: Class 19 contains 48014 members 
Mstep: Class 20 contains 37870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161295664.000000 Penalty: 66746.546875
Iteration 26Q: 20 clusters Score -1.612957e+08 nChanged 21223
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 12996 members 
Mstep: Class 2 contains 6200 members 
Mstep: Class 3 contains 17333 members 
Mstep: Class 4 contains 211760 members 
Mstep: Class 5 contains 298061 members 
Mstep: Class 6 contains 305528 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 3880 members 
Mstep: Class 9 contains 12765 members 
Mstep: Class 10 contains 6451 members 
Mstep: Class 11 contains 31621 members 
Mstep: Class 12 contains 234144 members 
Mstep: Class 14 contains 89627 members 
Mstep: Class 15 contains 24044 members 
Mstep: Class 16 contains 22804 members 
Mstep: Class 17 contains 12508 members 
Mstep: Class 18 contains 40012 members 
Mstep: Class 19 contains 48437 members 
Mstep: Class 20 contains 36836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161297632.000000 Penalty: 66746.546875
Iteration 27Q: 20 clusters Score -1.612976e+08 nChanged 20495
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13032 members 
Mstep: Class 2 contains 6127 members 
Mstep: Class 3 contains 17364 members 
Mstep: Class 4 contains 212809 members 
Mstep: Class 5 contains 295703 members 
Mstep: Class 6 contains 305152 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 3676 members 
Mstep: Class 9 contains 12798 members 
Mstep: Class 10 contains 6366 members 
Mstep: Class 11 contains 32620 members 
Mstep: Class 12 contains 234812 members 
Mstep: Class 14 contains 89394 members 
Mstep: Class 15 contains 23910 members 
Mstep: Class 16 contains 22775 members 
Mstep: Class 17 contains 12415 members 
Mstep: Class 18 contains 41339 members 
Mstep: Class 19 contains 48930 members 
Mstep: Class 20 contains 35776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301072.000000 Penalty: 66746.546875
Iteration 28Q: 20 clusters Score -1.613011e+08 nChanged 19929
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 6068 members 
Mstep: Class 3 contains 17363 members 
Mstep: Class 4 contains 213612 members 
Mstep: Class 5 contains 293122 members 
Mstep: Class 6 contains 304870 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 3528 members 
Mstep: Class 9 contains 12828 members 
Mstep: Class 10 contains 6329 members 
Mstep: Class 11 contains 33672 members 
Mstep: Class 12 contains 235838 members 
Mstep: Class 14 contains 89119 members 
Mstep: Class 15 contains 23784 members 
Mstep: Class 16 contains 22691 members 
Mstep: Class 17 contains 12280 members 
Mstep: Class 18 contains 42680 members 
Mstep: Class 19 contains 49369 members 
Mstep: Class 20 contains 34794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161304672.000000 Penalty: 66746.546875
Iteration 29Q: 20 clusters Score -1.613047e+08 nChanged 19124
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 5997 members 
Mstep: Class 3 contains 17357 members 
Mstep: Class 4 contains 214224 members 
Mstep: Class 5 contains 290924 members 
Mstep: Class 6 contains 304428 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 3390 members 
Mstep: Class 9 contains 12977 members 
Mstep: Class 10 contains 6322 members 
Mstep: Class 11 contains 34668 members 
Mstep: Class 12 contains 236994 members 
Mstep: Class 14 contains 88754 members 
Mstep: Class 15 contains 23655 members 
Mstep: Class 16 contains 22592 members 
Mstep: Class 17 contains 12147 members 
Mstep: Class 18 contains 43968 members 
Mstep: Class 19 contains 49732 members 
Mstep: Class 20 contains 33804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161306032.000000 Penalty: 66746.546875
Iteration 30Q: 20 clusters Score -1.61306e+08 nChanged 18374
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 5930 members 
Mstep: Class 3 contains 17349 members 
Mstep: Class 4 contains 214674 members 
Mstep: Class 5 contains 288920 members 
Mstep: Class 6 contains 303850 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 3276 members 
Mstep: Class 9 contains 13204 members 
Mstep: Class 10 contains 6341 members 
Mstep: Class 11 contains 35566 members 
Mstep: Class 12 contains 238246 members 
Mstep: Class 14 contains 88414 members 
Mstep: Class 15 contains 23468 members 
Mstep: Class 16 contains 22477 members 
Mstep: Class 17 contains 12013 members 
Mstep: Class 18 contains 45267 members 
Mstep: Class 19 contains 50078 members 
Mstep: Class 20 contains 32845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161307824.000000 Penalty: 66746.546875
Iteration 31Q: 20 clusters Score -1.613078e+08 nChanged 17800
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 5870 members 
Mstep: Class 3 contains 17332 members 
Mstep: Class 4 contains 215070 members 
Mstep: Class 5 contains 286479 members 
Mstep: Class 6 contains 303308 members 
Mstep: Class 7 contains 3660 members 
Mstep: Class 8 contains 3178 members 
Mstep: Class 9 contains 13489 members 
Mstep: Class 10 contains 6383 members 
Mstep: Class 11 contains 36397 members 
Mstep: Class 12 contains 239825 members 
Mstep: Class 14 contains 88102 members 
Mstep: Class 15 contains 23256 members 
Mstep: Class 16 contains 22332 members 
Mstep: Class 17 contains 11862 members 
Mstep: Class 18 contains 46552 members 
Mstep: Class 19 contains 50454 members 
Mstep: Class 20 contains 32020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161308944.000000 Penalty: 66746.546875
Iteration 32Q: 20 clusters Score -1.613089e+08 nChanged 17147
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 5796 members 
Mstep: Class 3 contains 17291 members 
Mstep: Class 4 contains 215503 members 
Mstep: Class 5 contains 283972 members 
Mstep: Class 6 contains 302807 members 
Mstep: Class 7 contains 3660 members 
Mstep: Class 8 contains 3104 members 
Mstep: Class 9 contains 13788 members 
Mstep: Class 10 contains 6429 members 
Mstep: Class 11 contains 37104 members 
Mstep: Class 12 contains 241400 members 
Mstep: Class 14 contains 87736 members 
Mstep: Class 15 contains 23079 members 
Mstep: Class 16 contains 22207 members 
Mstep: Class 17 contains 11723 members 
Mstep: Class 18 contains 47805 members 
Mstep: Class 19 contains 50889 members 
Mstep: Class 20 contains 31259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309232.000000 Penalty: 66746.546875
Iteration 33Q: 20 clusters Score -1.613092e+08 nChanged 16469
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 17271 members 
Mstep: Class 4 contains 215863 members 
Mstep: Class 5 contains 281160 members 
Mstep: Class 6 contains 302355 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 3038 members 
Mstep: Class 9 contains 14145 members 
Mstep: Class 10 contains 6512 members 
Mstep: Class 11 contains 37757 members 
Mstep: Class 12 contains 243150 members 
Mstep: Class 14 contains 87360 members 
Mstep: Class 15 contains 22913 members 
Mstep: Class 16 contains 22031 members 
Mstep: Class 17 contains 11596 members 
Mstep: Class 18 contains 49076 members 
Mstep: Class 19 contains 51328 members 
Mstep: Class 20 contains 30602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310640.000000 Penalty: 66746.546875
Iteration 34Q: 20 clusters Score -1.613106e+08 nChanged 15798
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 5631 members 
Mstep: Class 3 contains 17234 members 
Mstep: Class 4 contains 216182 members 
Mstep: Class 5 contains 278137 members 
Mstep: Class 6 contains 301912 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 2987 members 
Mstep: Class 9 contains 14559 members 
Mstep: Class 10 contains 6577 members 
Mstep: Class 11 contains 38282 members 
Mstep: Class 12 contains 245244 members 
Mstep: Class 14 contains 86990 members 
Mstep: Class 15 contains 22755 members 
Mstep: Class 16 contains 21862 members 
Mstep: Class 17 contains 11456 members 
Mstep: Class 18 contains 50341 members 
Mstep: Class 19 contains 51738 members 
Mstep: Class 20 contains 29989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310320.000000 Penalty: 66746.546875
Iteration 35Q: 20 clusters Score -1.613103e+08 nChanged 15486
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 5534 members 
Mstep: Class 3 contains 17177 members 
Mstep: Class 4 contains 216506 members 
Mstep: Class 5 contains 274862 members 
Mstep: Class 6 contains 301350 members 
Mstep: Class 7 contains 3666 members 
Mstep: Class 8 contains 2955 members 
Mstep: Class 9 contains 15013 members 
Mstep: Class 10 contains 6682 members 
Mstep: Class 11 contains 38727 members 
Mstep: Class 12 contains 247605 members 
Mstep: Class 14 contains 86632 members 
Mstep: Class 15 contains 22587 members 
Mstep: Class 16 contains 21653 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 51594 members 
Mstep: Class 19 contains 52160 members 
Mstep: Class 20 contains 29508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310848.000000 Penalty: 66746.546875
Iteration 36Q: 20 clusters Score -1.613108e+08 nChanged 15052
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 5420 members 
Mstep: Class 3 contains 17123 members 
Mstep: Class 4 contains 216831 members 
Mstep: Class 5 contains 271464 members 
Mstep: Class 6 contains 300797 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 2931 members 
Mstep: Class 9 contains 15521 members 
Mstep: Class 10 contains 6795 members 
Mstep: Class 11 contains 39094 members 
Mstep: Class 12 contains 250134 members 
Mstep: Class 14 contains 86253 members 
Mstep: Class 15 contains 22368 members 
Mstep: Class 16 contains 21416 members 
Mstep: Class 17 contains 11212 members 
Mstep: Class 18 contains 52774 members 
Mstep: Class 19 contains 52589 members 
Mstep: Class 20 contains 29143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161311280.000000 Penalty: 66746.546875
Iteration 37Q: 20 clusters Score -1.613113e+08 nChanged 14700
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 5311 members 
Mstep: Class 3 contains 17093 members 
Mstep: Class 4 contains 217243 members 
Mstep: Class 5 contains 267766 members 
Mstep: Class 6 contains 300234 members 
Mstep: Class 7 contains 3662 members 
Mstep: Class 8 contains 2908 members 
Mstep: Class 9 contains 16079 members 
Mstep: Class 10 contains 6918 members 
Mstep: Class 11 contains 39331 members 
Mstep: Class 12 contains 252874 members 
Mstep: Class 14 contains 85894 members 
Mstep: Class 15 contains 22114 members 
Mstep: Class 16 contains 21135 members 
Mstep: Class 17 contains 11123 members 
Mstep: Class 18 contains 53967 members 
Mstep: Class 19 contains 53047 members 
Mstep: Class 20 contains 28822 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310016.000000 Penalty: 66746.546875
Iteration 38Q: 20 clusters Score -1.6131e+08 nChanged 14722
Entering ConstructFrom: 
Score: -161310016.000000 Penalty: 66746.546875
Entering ConstructFrom: 
Trying to split cluster 1 (13124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Entering Unmasked Estep 
Score: -1464450.250000 Penalty: 2351.584961
	Iteration 0F: 2 clusters Score -1464450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1454855.500000 Penalty: 4703.169922
	Iteration 0F: 3 clusters Score -1454856 nChanged 5672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -1458659.875000 Penalty: 4703.169922
	Iteration 1F: 3 clusters Score -1458660 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1459903.125000 Penalty: 4703.169922
	Iteration 2F: 3 clusters Score -1459903 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1461081.500000 Penalty: 4703.169922
	Iteration 3F: 3 clusters Score -1461082 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1462107.125000 Penalty: 4703.169922
	Iteration 4F: 3 clusters Score -1462107 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -1462773.500000 Penalty: 4703.169922
	Iteration 5F: 3 clusters Score -1462774 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1463194.500000 Penalty: 4703.169922
	Iteration 6F: 3 clusters Score -1463194 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1463446.875000 Penalty: 4703.169922
	Iteration 7Q: 3 clusters Score -1463447 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -1463582.750000 Penalty: 4703.169922
	Iteration 8Q: 3 clusters Score -1463583 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1463677.500000 Penalty: 4703.169922
	Iteration 9Q: 3 clusters Score -1463678 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -1463755.500000 Penalty: 4703.169922
	Iteration 10Q: 3 clusters Score -1463756 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1463820.250000 Penalty: 4703.169922
	Iteration 11Q: 3 clusters Score -1463820 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1463875.375000 Penalty: 4703.169922
	Iteration 12Q: 3 clusters Score -1463875 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -1463923.000000 Penalty: 4703.169922
	Iteration 13Q: 3 clusters Score -1463923 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3156 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1463965.000000 Penalty: 4703.169922
	Iteration 14Q: 3 clusters Score -1463965 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1464011.250000 Penalty: 4703.169922
	Iteration 15Q: 3 clusters Score -1464011 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1464055.750000 Penalty: 4703.169922
	Iteration 16Q: 3 clusters Score -1464056 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -1464097.250000 Penalty: 4703.169922
	Iteration 17Q: 3 clusters Score -1464097 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -1464130.750000 Penalty: 4703.169922
	Iteration 18Q: 3 clusters Score -1464131 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1464166.875000 Penalty: 4703.169922
	Iteration 19Q: 3 clusters Score -1464167 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -1464205.125000 Penalty: 4703.169922
	Iteration 20F: 3 clusters Score -1464205 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1464237.750000 Penalty: 4703.169922
	Iteration 21Q: 3 clusters Score -1464238 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1464265.500000 Penalty: 4703.169922
	Iteration 22Q: 3 clusters Score -1464266 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -1464295.250000 Penalty: 4703.169922
	Iteration 23Q: 3 clusters Score -1464295 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1464317.000000 Penalty: 4703.169922
	Iteration 24Q: 3 clusters Score -1464317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -1464338.125000 Penalty: 4703.169922
	Iteration 25Q: 3 clusters Score -1464338 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -1464354.625000 Penalty: 4703.169922
	Iteration 26Q: 3 clusters Score -1464355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -1464375.375000 Penalty: 4703.169922
	Iteration 27Q: 3 clusters Score -1464375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -1464389.250000 Penalty: 4703.169922
	Iteration 28Q: 3 clusters Score -1464389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -1464395.500000 Penalty: 4703.169922
	Iteration 29Q: 3 clusters Score -1464396 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -1464408.375000 Penalty: 4703.169922
	Iteration 30Q: 3 clusters Score -1464408 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -1464421.625000 Penalty: 4703.169922
	Iteration 31Q: 3 clusters Score -1464422 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -1464432.000000 Penalty: 4703.169922
	Iteration 32Q: 3 clusters Score -1464432 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -1464444.875000 Penalty: 4703.169922
	Iteration 33Q: 3 clusters Score -1464445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -1464461.375000 Penalty: 4703.169922
	Iteration 34Q: 3 clusters Score -1464461 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -1464479.375000 Penalty: 4703.169922
	Iteration 35Q: 3 clusters Score -1464479 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -1464492.750000 Penalty: 4703.169922
	Iteration 36Q: 3 clusters Score -1464493 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -1464501.250000 Penalty: 4703.169922
	Iteration 37Q: 3 clusters Score -1464501 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1464510.750000 Penalty: 4703.169922
	Iteration 38Q: 3 clusters Score -1464511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -1464517.500000 Penalty: 4703.169922
	Iteration 39Q: 3 clusters Score -1464518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 11744 members 
Entering Unmasked Estep 
Score: -1464518.500000 Penalty: 4703.169922
	Iteration 40F: 3 clusters Score -1464518 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -1464523.125000 Penalty: 4703.169922
	Iteration 41Q: 3 clusters Score -1464523 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -1464525.625000 Penalty: 4703.169922
	Iteration 42Q: 3 clusters Score -1464526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -1464527.000000 Penalty: 4703.169922
	Iteration 43Q: 3 clusters Score -1464527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1464526.125000 Penalty: 4703.169922
	Iteration 44Q: 3 clusters Score -1464526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -1464528.750000 Penalty: 4703.169922
	Iteration 45Q: 3 clusters Score -1464529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1464525.750000 Penalty: 4703.169922
	Iteration 46Q: 3 clusters Score -1464526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 11794 members 
Entering Unmasked Estep 
Score: -1464528.125000 Penalty: 4703.169922
	Iteration 47Q: 3 clusters Score -1464528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -1464531.125000 Penalty: 4703.169922
	Iteration 48Q: 3 clusters Score -1464531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1464530.125000 Penalty: 4703.169922
	Iteration 49Q: 3 clusters Score -1464530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -1464530.125000 Penalty: 4703.169922
	Iteration 50F: 3 clusters Score -1464530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 5189 members 
Mstep: Class 3 contains 17048 members 
Mstep: Class 4 contains 217637 members 
Mstep: Class 5 contains 263761 members 
Mstep: Class 6 contains 299704 members 
Mstep: Class 7 contains 3664 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 16719 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 255829 members 
Mstep: Class 13 contains 11797 members 
Mstep: Class 14 contains 85535 members 
Mstep: Class 15 contains 21851 members 
Mstep: Class 16 contains 20818 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 55212 members 
Mstep: Class 19 contains 53550 members 
Mstep: Class 20 contains 28499 members 
Entering Unmasked Estep 
Score: -161308160.000000 Penalty: 70259.523438
Splitting cluster 1 changes total score from -161310016.000000 to -161308160.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (5189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Entering Unmasked Estep 
Score: -412323.125000 Penalty: 2121.465576
	Iteration 0F: 2 clusters Score -412323.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -408179.156250 Penalty: 4242.931152
	Iteration 0F: 3 clusters Score -408179.2 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -415272.656250 Penalty: 4242.931152
	Iteration 1F: 3 clusters Score -415272.7 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -433449.093750 Penalty: 4242.931152
	Iteration 2F: 3 clusters Score -433449.1 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -457527.375000 Penalty: 4242.931152
	Iteration 3F: 3 clusters Score -457527.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -461141.250000 Penalty: 4242.931152
	Iteration 4Q: 3 clusters Score -461141.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -461156.093750 Penalty: 4242.931152
	Iteration 5Q: 3 clusters Score -461156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -461156.093750 Penalty: 4242.931152
	Iteration 6F: 3 clusters Score -461156.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 17048 members 
Mstep: Class 4 contains 217637 members 
Mstep: Class 5 contains 263761 members 
Mstep: Class 6 contains 299704 members 
Mstep: Class 7 contains 3664 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 16719 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 255829 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 85535 members 
Mstep: Class 15 contains 21851 members 
Mstep: Class 16 contains 20818 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 55212 members 
Mstep: Class 19 contains 53550 members 
Mstep: Class 20 contains 28499 members 
Entering Unmasked Estep 
Score: -161358512.000000 Penalty: 70259.523438
Splitting cluster 2 changes total score from -161310016.000000 to -161358512.000000
So it's getting split into cluster 13.
Entering ConstructFrom: 
Trying to split cluster 3 (17048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Entering Unmasked Estep 
Score: -1887070.625000 Penalty: 2416.459473
	Iteration 0F: 2 clusters Score -1887071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1874914.625000 Penalty: 4832.918945
	Iteration 0F: 3 clusters Score -1874915 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1879017.750000 Penalty: 4832.918945
	Iteration 1F: 3 clusters Score -1879018 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1879545.125000 Penalty: 4832.918945
	Iteration 2F: 3 clusters Score -1879545 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -1880031.875000 Penalty: 4832.918945
	Iteration 3F: 3 clusters Score -1880032 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10725 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1880545.375000 Penalty: 4832.918945
	Iteration 4F: 3 clusters Score -1880545 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1881098.750000 Penalty: 4832.918945
	Iteration 5F: 3 clusters Score -1881099 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1881751.000000 Penalty: 4832.918945
	Iteration 6F: 3 clusters Score -1881751 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1882450.125000 Penalty: 4832.918945
	Iteration 7F: 3 clusters Score -1882450 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1883115.875000 Penalty: 4832.918945
	Iteration 8Q: 3 clusters Score -1883116 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1883688.625000 Penalty: 4832.918945
	Iteration 9Q: 3 clusters Score -1883689 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -1884178.750000 Penalty: 4832.918945
	Iteration 10Q: 3 clusters Score -1884179 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1884489.625000 Penalty: 4832.918945
	Iteration 11Q: 3 clusters Score -1884490 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -1884737.250000 Penalty: 4832.918945
	Iteration 12Q: 3 clusters Score -1884737 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15732 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1884884.250000 Penalty: 4832.918945
	Iteration 13Q: 3 clusters Score -1884884 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1884966.750000 Penalty: 4832.918945
	Iteration 14Q: 3 clusters Score -1884967 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1885045.875000 Penalty: 4832.918945
	Iteration 15Q: 3 clusters Score -1885046 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16007 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1885121.000000 Penalty: 4832.918945
	Iteration 16Q: 3 clusters Score -1885121 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1885161.625000 Penalty: 4832.918945
	Iteration 17Q: 3 clusters Score -1885162 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1885186.500000 Penalty: 4832.918945
	Iteration 18Q: 3 clusters Score -1885186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1885209.375000 Penalty: 4832.918945
	Iteration 19Q: 3 clusters Score -1885209 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1885217.500000 Penalty: 4832.918945
	Iteration 20F: 3 clusters Score -1885218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1885230.750000 Penalty: 4832.918945
	Iteration 21Q: 3 clusters Score -1885231 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16185 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1885239.625000 Penalty: 4832.918945
	Iteration 22Q: 3 clusters Score -1885240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1885257.375000 Penalty: 4832.918945
	Iteration 23Q: 3 clusters Score -1885257 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16207 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1885265.250000 Penalty: 4832.918945
	Iteration 24Q: 3 clusters Score -1885265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1885270.875000 Penalty: 4832.918945
	Iteration 25Q: 3 clusters Score -1885271 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1885280.250000 Penalty: 4832.918945
	Iteration 26Q: 3 clusters Score -1885280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1885284.375000 Penalty: 4832.918945
	Iteration 27Q: 3 clusters Score -1885284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1885291.875000 Penalty: 4832.918945
	Iteration 28Q: 3 clusters Score -1885292 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1885299.125000 Penalty: 4832.918945
	Iteration 29Q: 3 clusters Score -1885299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1885298.375000 Penalty: 4832.918945
	Iteration 30Q: 3 clusters Score -1885298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1885304.375000 Penalty: 4832.918945
	Iteration 31Q: 3 clusters Score -1885304 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1885313.625000 Penalty: 4832.918945
	Iteration 32Q: 3 clusters Score -1885314 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1885318.500000 Penalty: 4832.918945
	Iteration 33Q: 3 clusters Score -1885318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -1885318.500000 Penalty: 4832.918945
	Iteration 34F: 3 clusters Score -1885318 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (217637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217637 members 
Entering Unmasked Estep 
Score: -25568456.000000 Penalty: 3048.064697
	Iteration 0F: 2 clusters Score -2.556846e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108711 members 
Mstep: Class 2 contains 108926 members 
Entering Unmasked Estep 
Score: -25429382.000000 Penalty: 6096.129395
	Iteration 0F: 3 clusters Score -2.542938e+07 nChanged 104525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109522 members 
Mstep: Class 2 contains 108115 members 
Entering Unmasked Estep 
Score: -25492276.000000 Penalty: 6096.129395
	Iteration 1F: 3 clusters Score -2.549228e+07 nChanged 8225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110257 members 
Mstep: Class 2 contains 107380 members 
Entering Unmasked Estep 
Score: -25494930.000000 Penalty: 6096.129395
	Iteration 2Q: 3 clusters Score -2.549493e+07 nChanged 9457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111376 members 
Mstep: Class 2 contains 106261 members 
Entering Unmasked Estep 
Score: -25498636.000000 Penalty: 6096.129395
	Iteration 3Q: 3 clusters Score -2.549864e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113019 members 
Mstep: Class 2 contains 104618 members 
Entering Unmasked Estep 
Score: -25503848.000000 Penalty: 6096.129395
	Iteration 4F: 3 clusters Score -2.550385e+07 nChanged 12234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114899 members 
Mstep: Class 2 contains 102738 members 
Entering Unmasked Estep 
Score: -25509672.000000 Penalty: 6096.129395
	Iteration 5F: 3 clusters Score -2.550967e+07 nChanged 12757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117270 members 
Mstep: Class 2 contains 100367 members 
Entering Unmasked Estep 
Score: -25515980.000000 Penalty: 6096.129395
	Iteration 6F: 3 clusters Score -2.551598e+07 nChanged 12533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120041 members 
Mstep: Class 2 contains 97596 members 
Entering Unmasked Estep 
Score: -25522616.000000 Penalty: 6096.129395
	Iteration 7F: 3 clusters Score -2.552262e+07 nChanged 11620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123099 members 
Mstep: Class 2 contains 94538 members 
Entering Unmasked Estep 
Score: -25528920.000000 Penalty: 6096.129395
	Iteration 8F: 3 clusters Score -2.552892e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126125 members 
Mstep: Class 2 contains 91512 members 
Entering Unmasked Estep 
Score: -25535154.000000 Penalty: 6096.129395
	Iteration 9Q: 3 clusters Score -2.553515e+07 nChanged 9647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128824 members 
Mstep: Class 2 contains 88813 members 
Entering Unmasked Estep 
Score: -25540934.000000 Penalty: 6096.129395
	Iteration 10Q: 3 clusters Score -2.554093e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131167 members 
Mstep: Class 2 contains 86470 members 
Entering Unmasked Estep 
Score: -25544854.000000 Penalty: 6096.129395
	Iteration 11Q: 3 clusters Score -2.554485e+07 nChanged 6257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133232 members 
Mstep: Class 2 contains 84405 members 
Entering Unmasked Estep 
Score: -25546976.000000 Penalty: 6096.129395
	Iteration 12Q: 3 clusters Score -2.554698e+07 nChanged 4140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135152 members 
Mstep: Class 2 contains 82485 members 
Entering Unmasked Estep 
Score: -25547942.000000 Penalty: 6096.129395
	Iteration 13Q: 3 clusters Score -2.554794e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137162 members 
Mstep: Class 2 contains 80475 members 
Entering Unmasked Estep 
Score: -25548578.000000 Penalty: 6096.129395
	Iteration 14Q: 3 clusters Score -2.554858e+07 nChanged 2425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139175 members 
Mstep: Class 2 contains 78462 members 
Entering Unmasked Estep 
Score: -25549062.000000 Penalty: 6096.129395
	Iteration 15Q: 3 clusters Score -2.554906e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141243 members 
Mstep: Class 2 contains 76394 members 
Entering Unmasked Estep 
Score: -25549472.000000 Penalty: 6096.129395
	Iteration 16Q: 3 clusters Score -2.554947e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143424 members 
Mstep: Class 2 contains 74213 members 
Entering Unmasked Estep 
Score: -25550032.000000 Penalty: 6096.129395
	Iteration 17Q: 3 clusters Score -2.555003e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145646 members 
Mstep: Class 2 contains 71991 members 
Entering Unmasked Estep 
Score: -25550528.000000 Penalty: 6096.129395
	Iteration 18Q: 3 clusters Score -2.555053e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147976 members 
Mstep: Class 2 contains 69661 members 
Entering Unmasked Estep 
Score: -25551006.000000 Penalty: 6096.129395
	Iteration 19Q: 3 clusters Score -2.555101e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150335 members 
Mstep: Class 2 contains 67302 members 
Entering Unmasked Estep 
Score: -25551650.000000 Penalty: 6096.129395
	Iteration 20F: 3 clusters Score -2.555165e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152870 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -25552368.000000 Penalty: 6096.129395
	Iteration 21Q: 3 clusters Score -2.555237e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155685 members 
Mstep: Class 2 contains 61952 members 
Entering Unmasked Estep 
Score: -25552818.000000 Penalty: 6096.129395
	Iteration 22Q: 3 clusters Score -2.555282e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158818 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -25553464.000000 Penalty: 6096.129395
	Iteration 23Q: 3 clusters Score -2.555346e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162012 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -25554052.000000 Penalty: 6096.129395
	Iteration 24Q: 3 clusters Score -2.555405e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165393 members 
Mstep: Class 2 contains 52244 members 
Entering Unmasked Estep 
Score: -25554776.000000 Penalty: 6096.129395
	Iteration 25Q: 3 clusters Score -2.555478e+07 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168972 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -25555706.000000 Penalty: 6096.129395
	Iteration 26Q: 3 clusters Score -2.555571e+07 nChanged 3718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172690 members 
Mstep: Class 2 contains 44947 members 
Entering Unmasked Estep 
Score: -25556722.000000 Penalty: 6096.129395
	Iteration 27Q: 3 clusters Score -2.555672e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176539 members 
Mstep: Class 2 contains 41098 members 
Entering Unmasked Estep 
Score: -25557730.000000 Penalty: 6096.129395
	Iteration 28Q: 3 clusters Score -2.555773e+07 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180402 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -25558446.000000 Penalty: 6096.129395
	Iteration 29Q: 3 clusters Score -2.555845e+07 nChanged 3878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184280 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -25559270.000000 Penalty: 6096.129395
	Iteration 30Q: 3 clusters Score -2.555927e+07 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188049 members 
Mstep: Class 2 contains 29588 members 
Entering Unmasked Estep 
Score: -25559988.000000 Penalty: 6096.129395
	Iteration 31Q: 3 clusters Score -2.555999e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191761 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -25560630.000000 Penalty: 6096.129395
	Iteration 32Q: 3 clusters Score -2.556063e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195257 members 
Mstep: Class 2 contains 22380 members 
Entering Unmasked Estep 
Score: -25561336.000000 Penalty: 6096.129395
	Iteration 33Q: 3 clusters Score -2.556134e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198437 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -25562194.000000 Penalty: 6096.129395
	Iteration 34Q: 3 clusters Score -2.556219e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201316 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -25562840.000000 Penalty: 6096.129395
	Iteration 35Q: 3 clusters Score -2.556284e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203838 members 
Mstep: Class 2 contains 13799 members 
Entering Unmasked Estep 
Score: -25563334.000000 Penalty: 6096.129395
	Iteration 36Q: 3 clusters Score -2.556333e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205915 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -25563844.000000 Penalty: 6096.129395
	Iteration 37Q: 3 clusters Score -2.556384e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207534 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -25564252.000000 Penalty: 6096.129395
	Iteration 38Q: 3 clusters Score -2.556425e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208840 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -25564672.000000 Penalty: 6096.129395
	Iteration 39Q: 3 clusters Score -2.556467e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209908 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -25565164.000000 Penalty: 6096.129395
	Iteration 40F: 3 clusters Score -2.556516e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211201 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -25565522.000000 Penalty: 6096.129395
	Iteration 41Q: 3 clusters Score -2.556552e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212218 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -25565798.000000 Penalty: 6096.129395
	Iteration 42Q: 3 clusters Score -2.55658e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213028 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -25565942.000000 Penalty: 6096.129395
	Iteration 43Q: 3 clusters Score -2.556594e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213696 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -25566024.000000 Penalty: 6096.129395
	Iteration 44Q: 3 clusters Score -2.556602e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214212 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -25566126.000000 Penalty: 6096.129395
	Iteration 45Q: 3 clusters Score -2.556613e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214606 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -25566206.000000 Penalty: 6096.129395
	Iteration 46Q: 3 clusters Score -2.556621e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214921 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -25566346.000000 Penalty: 6096.129395
	Iteration 47Q: 3 clusters Score -2.556635e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215186 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -25566298.000000 Penalty: 6096.129395
	Iteration 48Q: 3 clusters Score -2.55663e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215385 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -25566352.000000 Penalty: 6096.129395
	Iteration 49Q: 3 clusters Score -2.556635e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215541 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -25566394.000000 Penalty: 6096.129395
	Iteration 50Q: 3 clusters Score -2.556639e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215665 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -25566378.000000 Penalty: 6096.129395
	Iteration 51Q: 3 clusters Score -2.556638e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215763 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -25566372.000000 Penalty: 6096.129395
	Iteration 52Q: 3 clusters Score -2.556637e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215832 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -25566358.000000 Penalty: 6096.129395
	Iteration 53Q: 3 clusters Score -2.556636e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215892 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -25566400.000000 Penalty: 6096.129395
	Iteration 54Q: 3 clusters Score -2.55664e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215946 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -25566402.000000 Penalty: 6096.129395
	Iteration 55Q: 3 clusters Score -2.55664e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215993 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -25566406.000000 Penalty: 6096.129395
	Iteration 56Q: 3 clusters Score -2.556641e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216027 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -25566396.000000 Penalty: 6096.129395
	Iteration 57Q: 3 clusters Score -2.55664e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216052 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -25566382.000000 Penalty: 6096.129395
	Iteration 58Q: 3 clusters Score -2.556638e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216076 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -25566396.000000 Penalty: 6096.129395
	Iteration 59Q: 3 clusters Score -2.55664e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216094 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -25566442.000000 Penalty: 6096.129395
	Iteration 60F: 3 clusters Score -2.556644e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216109 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -25566424.000000 Penalty: 6096.129395
	Iteration 61Q: 3 clusters Score -2.556642e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216126 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -25566428.000000 Penalty: 6096.129395
	Iteration 62Q: 3 clusters Score -2.556643e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216137 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -25566412.000000 Penalty: 6096.129395
	Iteration 63Q: 3 clusters Score -2.556641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216145 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -25566402.000000 Penalty: 6096.129395
	Iteration 64Q: 3 clusters Score -2.55664e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216154 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -25566390.000000 Penalty: 6096.129395
	Iteration 65Q: 3 clusters Score -2.556639e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216167 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -25566394.000000 Penalty: 6096.129395
	Iteration 66Q: 3 clusters Score -2.556639e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216180 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -25566406.000000 Penalty: 6096.129395
	Iteration 67Q: 3 clusters Score -2.556641e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216188 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -25566394.000000 Penalty: 6096.129395
	Iteration 68Q: 3 clusters Score -2.556639e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216194 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -25566388.000000 Penalty: 6096.129395
	Iteration 69Q: 3 clusters Score -2.556639e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216201 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -25566396.000000 Penalty: 6096.129395
	Iteration 70Q: 3 clusters Score -2.55664e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216212 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -25566404.000000 Penalty: 6096.129395
	Iteration 71Q: 3 clusters Score -2.55664e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216220 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -25566416.000000 Penalty: 6096.129395
	Iteration 72Q: 3 clusters Score -2.556642e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216223 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -25566408.000000 Penalty: 6096.129395
	Iteration 73Q: 3 clusters Score -2.556641e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216225 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -25566392.000000 Penalty: 6096.129395
	Iteration 74Q: 3 clusters Score -2.556639e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216227 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -25566388.000000 Penalty: 6096.129395
	Iteration 75Q: 3 clusters Score -2.556639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216226 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -25566394.000000 Penalty: 6096.129395
	Iteration 76Q: 3 clusters Score -2.556639e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216228 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -25566386.000000 Penalty: 6096.129395
	Iteration 77Q: 3 clusters Score -2.556639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216231 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -25566390.000000 Penalty: 6096.129395
	Iteration 78Q: 3 clusters Score -2.556639e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216232 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -25566400.000000 Penalty: 6096.129395
	Iteration 79Q: 3 clusters Score -2.55664e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216232 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -25566400.000000 Penalty: 6096.129395
	Iteration 80F: 3 clusters Score -2.55664e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (263761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263761 members 
Entering Unmasked Estep 
Score: -30927322.000000 Penalty: 3095.734131
	Iteration 0F: 2 clusters Score -3.092732e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131853 members 
Mstep: Class 2 contains 131908 members 
Entering Unmasked Estep 
Score: -30766404.000000 Penalty: 6191.468262
	Iteration 0F: 3 clusters Score -3.07664e+07 nChanged 127502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132511 members 
Mstep: Class 2 contains 131250 members 
Entering Unmasked Estep 
Score: -30840944.000000 Penalty: 6191.468262
	Iteration 1F: 3 clusters Score -3.084094e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132553 members 
Mstep: Class 2 contains 131208 members 
Entering Unmasked Estep 
Score: -30842796.000000 Penalty: 6191.468262
	Iteration 2Q: 3 clusters Score -3.08428e+07 nChanged 7929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132470 members 
Mstep: Class 2 contains 131291 members 
Entering Unmasked Estep 
Score: -30845560.000000 Penalty: 6191.468262
	Iteration 3Q: 3 clusters Score -3.084556e+07 nChanged 9498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132038 members 
Mstep: Class 2 contains 131723 members 
Entering Unmasked Estep 
Score: -30849628.000000 Penalty: 6191.468262
	Iteration 4Q: 3 clusters Score -3.084963e+07 nChanged 12023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131061 members 
Mstep: Class 2 contains 132700 members 
Entering Unmasked Estep 
Score: -30856114.000000 Penalty: 6191.468262
	Iteration 5Q: 3 clusters Score -3.085611e+07 nChanged 15427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128710 members 
Mstep: Class 2 contains 135051 members 
Entering Unmasked Estep 
Score: -30866722.000000 Penalty: 6191.468262
	Iteration 6F: 3 clusters Score -3.086672e+07 nChanged 18761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124681 members 
Mstep: Class 2 contains 139080 members 
Entering Unmasked Estep 
Score: -30881202.000000 Penalty: 6191.468262
	Iteration 7F: 3 clusters Score -3.08812e+07 nChanged 20039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119456 members 
Mstep: Class 2 contains 144305 members 
Entering Unmasked Estep 
Score: -30896656.000000 Penalty: 6191.468262
	Iteration 8F: 3 clusters Score -3.089666e+07 nChanged 17855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114451 members 
Mstep: Class 2 contains 149310 members 
Entering Unmasked Estep 
Score: -30908492.000000 Penalty: 6191.468262
	Iteration 9F: 3 clusters Score -3.090849e+07 nChanged 12662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109489 members 
Mstep: Class 2 contains 154272 members 
Entering Unmasked Estep 
Score: -30914520.000000 Penalty: 6191.468262
	Iteration 10Q: 3 clusters Score -3.091452e+07 nChanged 7938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104067 members 
Mstep: Class 2 contains 159694 members 
Entering Unmasked Estep 
Score: -30917372.000000 Penalty: 6191.468262
	Iteration 11Q: 3 clusters Score -3.091737e+07 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97533 members 
Mstep: Class 2 contains 166228 members 
Entering Unmasked Estep 
Score: -30919448.000000 Penalty: 6191.468262
	Iteration 12Q: 3 clusters Score -3.091945e+07 nChanged 7720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89867 members 
Mstep: Class 2 contains 173894 members 
Entering Unmasked Estep 
Score: -30921530.000000 Penalty: 6191.468262
	Iteration 13Q: 3 clusters Score -3.092153e+07 nChanged 9138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80735 members 
Mstep: Class 2 contains 183026 members 
Entering Unmasked Estep 
Score: -30923130.000000 Penalty: 6191.468262
	Iteration 14Q: 3 clusters Score -3.092313e+07 nChanged 10131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70604 members 
Mstep: Class 2 contains 193157 members 
Entering Unmasked Estep 
Score: -30924380.000000 Penalty: 6191.468262
	Iteration 15Q: 3 clusters Score -3.092438e+07 nChanged 10902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59702 members 
Mstep: Class 2 contains 204059 members 
Entering Unmasked Estep 
Score: -30925302.000000 Penalty: 6191.468262
	Iteration 16Q: 3 clusters Score -3.09253e+07 nChanged 11072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48630 members 
Mstep: Class 2 contains 215131 members 
Entering Unmasked Estep 
Score: -30925486.000000 Penalty: 6191.468262
	Iteration 17Q: 3 clusters Score -3.092549e+07 nChanged 10727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37903 members 
Mstep: Class 2 contains 225858 members 
Entering Unmasked Estep 
Score: -30925240.000000 Penalty: 6191.468262
	Iteration 18Q: 3 clusters Score -3.092524e+07 nChanged 9535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 235393 members 
Entering Unmasked Estep 
Score: -30925316.000000 Penalty: 6191.468262
	Iteration 19Q: 3 clusters Score -3.092532e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21288 members 
Mstep: Class 2 contains 242473 members 
Entering Unmasked Estep 
Score: -30925762.000000 Penalty: 6191.468262
	Iteration 20F: 3 clusters Score -3.092576e+07 nChanged 6926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 249399 members 
Entering Unmasked Estep 
Score: -30926204.000000 Penalty: 6191.468262
	Iteration 21Q: 3 clusters Score -3.09262e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 254363 members 
Entering Unmasked Estep 
Score: -30926176.000000 Penalty: 6191.468262
	Iteration 22Q: 3 clusters Score -3.092618e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 257741 members 
Entering Unmasked Estep 
Score: -30926088.000000 Penalty: 6191.468262
	Iteration 23Q: 3 clusters Score -3.092609e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 259837 members 
Entering Unmasked Estep 
Score: -30925968.000000 Penalty: 6191.468262
	Iteration 24Q: 3 clusters Score -3.092597e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 261150 members 
Entering Unmasked Estep 
Score: -30925804.000000 Penalty: 6191.468262
	Iteration 25Q: 3 clusters Score -3.09258e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 261909 members 
Entering Unmasked Estep 
Score: -30925608.000000 Penalty: 6191.468262
	Iteration 26Q: 3 clusters Score -3.092561e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 262363 members 
Entering Unmasked Estep 
Score: -30925552.000000 Penalty: 6191.468262
	Iteration 27Q: 3 clusters Score -3.092555e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 262626 members 
Entering Unmasked Estep 
Score: -30925408.000000 Penalty: 6191.468262
	Iteration 28Q: 3 clusters Score -3.092541e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 262804 members 
Entering Unmasked Estep 
Score: -30925420.000000 Penalty: 6191.468262
	Iteration 29Q: 3 clusters Score -3.092542e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 262913 members 
Entering Unmasked Estep 
Score: -30925354.000000 Penalty: 6191.468262
	Iteration 30Q: 3 clusters Score -3.092535e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 262996 members 
Entering Unmasked Estep 
Score: -30925334.000000 Penalty: 6191.468262
	Iteration 31Q: 3 clusters Score -3.092533e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 263056 members 
Entering Unmasked Estep 
Score: -30925300.000000 Penalty: 6191.468262
	Iteration 32Q: 3 clusters Score -3.09253e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 263091 members 
Entering Unmasked Estep 
Score: -30925312.000000 Penalty: 6191.468262
	Iteration 33Q: 3 clusters Score -3.092531e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 263117 members 
Entering Unmasked Estep 
Score: -30925286.000000 Penalty: 6191.468262
	Iteration 34Q: 3 clusters Score -3.092529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 263143 members 
Entering Unmasked Estep 
Score: -30925264.000000 Penalty: 6191.468262
	Iteration 35Q: 3 clusters Score -3.092526e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 263171 members 
Entering Unmasked Estep 
Score: -30925284.000000 Penalty: 6191.468262
	Iteration 36Q: 3 clusters Score -3.092528e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 263189 members 
Entering Unmasked Estep 
Score: -30925274.000000 Penalty: 6191.468262
	Iteration 37Q: 3 clusters Score -3.092527e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 263201 members 
Entering Unmasked Estep 
Score: -30925288.000000 Penalty: 6191.468262
	Iteration 38Q: 3 clusters Score -3.092529e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 263212 members 
Entering Unmasked Estep 
Score: -30925284.000000 Penalty: 6191.468262
	Iteration 39Q: 3 clusters Score -3.092528e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 263224 members 
Entering Unmasked Estep 
Score: -30925256.000000 Penalty: 6191.468262
	Iteration 40F: 3 clusters Score -3.092526e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 263230 members 
Entering Unmasked Estep 
Score: -30925252.000000 Penalty: 6191.468262
	Iteration 41Q: 3 clusters Score -3.092525e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 263232 members 
Entering Unmasked Estep 
Score: -30925264.000000 Penalty: 6191.468262
	Iteration 42Q: 3 clusters Score -3.092526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 263234 members 
Entering Unmasked Estep 
Score: -30925272.000000 Penalty: 6191.468262
	Iteration 43Q: 3 clusters Score -3.092527e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 263237 members 
Entering Unmasked Estep 
Score: -30925272.000000 Penalty: 6191.468262
	Iteration 44Q: 3 clusters Score -3.092527e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 263239 members 
Entering Unmasked Estep 
Score: -30925262.000000 Penalty: 6191.468262
	Iteration 45Q: 3 clusters Score -3.092526e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 263241 members 
Entering Unmasked Estep 
Score: -30925260.000000 Penalty: 6191.468262
	Iteration 46Q: 3 clusters Score -3.092526e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 263241 members 
Entering Unmasked Estep 
Score: -30925260.000000 Penalty: 6191.468262
	Iteration 47F: 3 clusters Score -3.092526e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (299704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299704 members 
Entering Unmasked Estep 
Score: -35232528.000000 Penalty: 3127.416504
	Iteration 0F: 2 clusters Score -3.523253e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149470 members 
Mstep: Class 2 contains 150234 members 
Entering Unmasked Estep 
Score: -35053068.000000 Penalty: 6254.833008
	Iteration 0F: 3 clusters Score -3.505307e+07 nChanged 145110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142182 members 
Mstep: Class 2 contains 157522 members 
Entering Unmasked Estep 
Score: -35140128.000000 Penalty: 6254.833008
	Iteration 1F: 3 clusters Score -3.514013e+07 nChanged 9227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138655 members 
Mstep: Class 2 contains 161049 members 
Entering Unmasked Estep 
Score: -35142836.000000 Penalty: 6254.833008
	Iteration 2Q: 3 clusters Score -3.514284e+07 nChanged 10950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134121 members 
Mstep: Class 2 contains 165583 members 
Entering Unmasked Estep 
Score: -35147528.000000 Penalty: 6254.833008
	Iteration 3Q: 3 clusters Score -3.514753e+07 nChanged 13481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128600 members 
Mstep: Class 2 contains 171104 members 
Entering Unmasked Estep 
Score: -35154412.000000 Penalty: 6254.833008
	Iteration 4Q: 3 clusters Score -3.515441e+07 nChanged 16304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123064 members 
Mstep: Class 2 contains 176640 members 
Entering Unmasked Estep 
Score: -35164568.000000 Penalty: 6254.833008
	Iteration 5F: 3 clusters Score -3.516457e+07 nChanged 19477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119445 members 
Mstep: Class 2 contains 180259 members 
Entering Unmasked Estep 
Score: -35179204.000000 Penalty: 6254.833008
	Iteration 6F: 3 clusters Score -3.51792e+07 nChanged 22098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119299 members 
Mstep: Class 2 contains 180405 members 
Entering Unmasked Estep 
Score: -35195696.000000 Penalty: 6254.833008
	Iteration 7F: 3 clusters Score -3.51957e+07 nChanged 21594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122429 members 
Mstep: Class 2 contains 177275 members 
Entering Unmasked Estep 
Score: -35209752.000000 Penalty: 6254.833008
	Iteration 8F: 3 clusters Score -3.520975e+07 nChanged 16940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126735 members 
Mstep: Class 2 contains 172969 members 
Entering Unmasked Estep 
Score: -35218108.000000 Penalty: 6254.833008
	Iteration 9F: 3 clusters Score -3.521811e+07 nChanged 11021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130640 members 
Mstep: Class 2 contains 169064 members 
Entering Unmasked Estep 
Score: -35221844.000000 Penalty: 6254.833008
	Iteration 10Q: 3 clusters Score -3.522184e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133940 members 
Mstep: Class 2 contains 165764 members 
Entering Unmasked Estep 
Score: -35224084.000000 Penalty: 6254.833008
	Iteration 11Q: 3 clusters Score -3.522408e+07 nChanged 5403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136723 members 
Mstep: Class 2 contains 162981 members 
Entering Unmasked Estep 
Score: -35226016.000000 Penalty: 6254.833008
	Iteration 12Q: 3 clusters Score -3.522602e+07 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139027 members 
Mstep: Class 2 contains 160677 members 
Entering Unmasked Estep 
Score: -35227604.000000 Penalty: 6254.833008
	Iteration 13Q: 3 clusters Score -3.52276e+07 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140752 members 
Mstep: Class 2 contains 158952 members 
Entering Unmasked Estep 
Score: -35228692.000000 Penalty: 6254.833008
	Iteration 14Q: 3 clusters Score -3.522869e+07 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142139 members 
Mstep: Class 2 contains 157565 members 
Entering Unmasked Estep 
Score: -35229436.000000 Penalty: 6254.833008
	Iteration 15Q: 3 clusters Score -3.522944e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143168 members 
Mstep: Class 2 contains 156536 members 
Entering Unmasked Estep 
Score: -35229992.000000 Penalty: 6254.833008
	Iteration 16Q: 3 clusters Score -3.522999e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143943 members 
Mstep: Class 2 contains 155761 members 
Entering Unmasked Estep 
Score: -35230284.000000 Penalty: 6254.833008
	Iteration 17Q: 3 clusters Score -3.523028e+07 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144538 members 
Mstep: Class 2 contains 155166 members 
Entering Unmasked Estep 
Score: -35230564.000000 Penalty: 6254.833008
	Iteration 18Q: 3 clusters Score -3.523056e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145058 members 
Mstep: Class 2 contains 154646 members 
Entering Unmasked Estep 
Score: -35230688.000000 Penalty: 6254.833008
	Iteration 19Q: 3 clusters Score -3.523069e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145413 members 
Mstep: Class 2 contains 154291 members 
Entering Unmasked Estep 
Score: -35230984.000000 Penalty: 6254.833008
	Iteration 20F: 3 clusters Score -3.523098e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145723 members 
Mstep: Class 2 contains 153981 members 
Entering Unmasked Estep 
Score: -35230984.000000 Penalty: 6254.833008
	Iteration 21Q: 3 clusters Score -3.523098e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145976 members 
Mstep: Class 2 contains 153728 members 
Entering Unmasked Estep 
Score: -35231164.000000 Penalty: 6254.833008
	Iteration 22Q: 3 clusters Score -3.523116e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146204 members 
Mstep: Class 2 contains 153500 members 
Entering Unmasked Estep 
Score: -35231148.000000 Penalty: 6254.833008
	Iteration 23Q: 3 clusters Score -3.523115e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146399 members 
Mstep: Class 2 contains 153305 members 
Entering Unmasked Estep 
Score: -35231208.000000 Penalty: 6254.833008
	Iteration 24Q: 3 clusters Score -3.523121e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146625 members 
Mstep: Class 2 contains 153079 members 
Entering Unmasked Estep 
Score: -35231128.000000 Penalty: 6254.833008
	Iteration 25Q: 3 clusters Score -3.523113e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146870 members 
Mstep: Class 2 contains 152834 members 
Entering Unmasked Estep 
Score: -35231128.000000 Penalty: 6254.833008
	Iteration 26Q: 3 clusters Score -3.523113e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147135 members 
Mstep: Class 2 contains 152569 members 
Entering Unmasked Estep 
Score: -35231216.000000 Penalty: 6254.833008
	Iteration 27Q: 3 clusters Score -3.523122e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147392 members 
Mstep: Class 2 contains 152312 members 
Entering Unmasked Estep 
Score: -35231264.000000 Penalty: 6254.833008
	Iteration 28Q: 3 clusters Score -3.523126e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147654 members 
Mstep: Class 2 contains 152050 members 
Entering Unmasked Estep 
Score: -35231256.000000 Penalty: 6254.833008
	Iteration 29Q: 3 clusters Score -3.523126e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147913 members 
Mstep: Class 2 contains 151791 members 
Entering Unmasked Estep 
Score: -35231196.000000 Penalty: 6254.833008
	Iteration 30Q: 3 clusters Score -3.52312e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148161 members 
Mstep: Class 2 contains 151543 members 
Entering Unmasked Estep 
Score: -35231168.000000 Penalty: 6254.833008
	Iteration 31Q: 3 clusters Score -3.523117e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148400 members 
Mstep: Class 2 contains 151304 members 
Entering Unmasked Estep 
Score: -35231208.000000 Penalty: 6254.833008
	Iteration 32Q: 3 clusters Score -3.523121e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148642 members 
Mstep: Class 2 contains 151062 members 
Entering Unmasked Estep 
Score: -35231244.000000 Penalty: 6254.833008
	Iteration 33Q: 3 clusters Score -3.523124e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148875 members 
Mstep: Class 2 contains 150829 members 
Entering Unmasked Estep 
Score: -35231208.000000 Penalty: 6254.833008
	Iteration 34Q: 3 clusters Score -3.523121e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149123 members 
Mstep: Class 2 contains 150581 members 
Entering Unmasked Estep 
Score: -35231288.000000 Penalty: 6254.833008
	Iteration 35Q: 3 clusters Score -3.523129e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149407 members 
Mstep: Class 2 contains 150297 members 
Entering Unmasked Estep 
Score: -35231352.000000 Penalty: 6254.833008
	Iteration 36Q: 3 clusters Score -3.523135e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149769 members 
Mstep: Class 2 contains 149935 members 
Entering Unmasked Estep 
Score: -35231356.000000 Penalty: 6254.833008
	Iteration 37Q: 3 clusters Score -3.523136e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150227 members 
Mstep: Class 2 contains 149477 members 
Entering Unmasked Estep 
Score: -35231328.000000 Penalty: 6254.833008
	Iteration 38Q: 3 clusters Score -3.523133e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150831 members 
Mstep: Class 2 contains 148873 members 
Entering Unmasked Estep 
Score: -35231248.000000 Penalty: 6254.833008
	Iteration 39Q: 3 clusters Score -3.523125e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151738 members 
Mstep: Class 2 contains 147966 members 
Entering Unmasked Estep 
Score: -35231272.000000 Penalty: 6254.833008
	Iteration 40F: 3 clusters Score -3.523127e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152914 members 
Mstep: Class 2 contains 146790 members 
Entering Unmasked Estep 
Score: -35231044.000000 Penalty: 6254.833008
	Iteration 41Q: 3 clusters Score -3.523104e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154505 members 
Mstep: Class 2 contains 145199 members 
Entering Unmasked Estep 
Score: -35230980.000000 Penalty: 6254.833008
	Iteration 42Q: 3 clusters Score -3.523098e+07 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156652 members 
Mstep: Class 2 contains 143052 members 
Entering Unmasked Estep 
Score: -35230716.000000 Penalty: 6254.833008
	Iteration 43Q: 3 clusters Score -3.523072e+07 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159530 members 
Mstep: Class 2 contains 140174 members 
Entering Unmasked Estep 
Score: -35231032.000000 Penalty: 6254.833008
	Iteration 44Q: 3 clusters Score -3.523103e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163676 members 
Mstep: Class 2 contains 136028 members 
Entering Unmasked Estep 
Score: -35230556.000000 Penalty: 6254.833008
	Iteration 45Q: 3 clusters Score -3.523056e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169671 members 
Mstep: Class 2 contains 130033 members 
Entering Unmasked Estep 
Score: -35230388.000000 Penalty: 6254.833008
	Iteration 46Q: 3 clusters Score -3.523039e+07 nChanged 8038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177709 members 
Mstep: Class 2 contains 121995 members 
Entering Unmasked Estep 
Score: -35229364.000000 Penalty: 6254.833008
	Iteration 47Q: 3 clusters Score -3.522936e+07 nChanged 10849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188558 members 
Mstep: Class 2 contains 111146 members 
Entering Unmasked Estep 
Score: -35226804.000000 Penalty: 6254.833008
	Iteration 48Q: 3 clusters Score -3.52268e+07 nChanged 14160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202718 members 
Mstep: Class 2 contains 96986 members 
Entering Unmasked Estep 
Score: -35224372.000000 Penalty: 6254.833008
	Iteration 49Q: 3 clusters Score -3.522437e+07 nChanged 16723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219441 members 
Mstep: Class 2 contains 80263 members 
Entering Unmasked Estep 
Score: -35221792.000000 Penalty: 6254.833008
	Iteration 50F: 3 clusters Score -3.522179e+07 nChanged 17648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237089 members 
Mstep: Class 2 contains 62615 members 
Entering Unmasked Estep 
Score: -35219392.000000 Penalty: 6254.833008
	Iteration 51F: 3 clusters Score -3.521939e+07 nChanged 16627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253716 members 
Mstep: Class 2 contains 45988 members 
Entering Unmasked Estep 
Score: -35219088.000000 Penalty: 6254.833008
	Iteration 52F: 3 clusters Score -3.521909e+07 nChanged 14177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267893 members 
Mstep: Class 2 contains 31811 members 
Entering Unmasked Estep 
Score: -35219768.000000 Penalty: 6254.833008
	Iteration 53Q: 3 clusters Score -3.521977e+07 nChanged 10932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278825 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -35221680.000000 Penalty: 6254.833008
	Iteration 54Q: 3 clusters Score -3.522168e+07 nChanged 7722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286547 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -35223584.000000 Penalty: 6254.833008
	Iteration 55Q: 3 clusters Score -3.522358e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291633 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -35225028.000000 Penalty: 6254.833008
	Iteration 56Q: 3 clusters Score -3.522503e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294899 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -35227348.000000 Penalty: 6254.833008
	Iteration 57Q: 3 clusters Score -3.522735e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296758 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -35228908.000000 Penalty: 6254.833008
	Iteration 58Q: 3 clusters Score -3.522891e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297823 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -35229572.000000 Penalty: 6254.833008
	Iteration 59Q: 3 clusters Score -3.522957e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298416 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -35229988.000000 Penalty: 6254.833008
	Iteration 60F: 3 clusters Score -3.522999e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298734 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -35229996.000000 Penalty: 6254.833008
	Iteration 61Q: 3 clusters Score -3.523e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298938 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -35230064.000000 Penalty: 6254.833008
	Iteration 62Q: 3 clusters Score -3.523006e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299068 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -35230004.000000 Penalty: 6254.833008
	Iteration 63Q: 3 clusters Score -3.523e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299154 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -35229988.000000 Penalty: 6254.833008
	Iteration 64Q: 3 clusters Score -3.522999e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299206 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -35229976.000000 Penalty: 6254.833008
	Iteration 65Q: 3 clusters Score -3.522998e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299248 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -35230004.000000 Penalty: 6254.833008
	Iteration 66Q: 3 clusters Score -3.523e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299279 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -35230020.000000 Penalty: 6254.833008
	Iteration 67Q: 3 clusters Score -3.523002e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299293 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -35230044.000000 Penalty: 6254.833008
	Iteration 68Q: 3 clusters Score -3.523004e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299299 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -35230032.000000 Penalty: 6254.833008
	Iteration 69Q: 3 clusters Score -3.523003e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299309 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -35230036.000000 Penalty: 6254.833008
	Iteration 70Q: 3 clusters Score -3.523004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299316 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -35230044.000000 Penalty: 6254.833008
	Iteration 71Q: 3 clusters Score -3.523004e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299325 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -35230024.000000 Penalty: 6254.833008
	Iteration 72Q: 3 clusters Score -3.523002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299329 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -35230036.000000 Penalty: 6254.833008
	Iteration 73Q: 3 clusters Score -3.523004e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299332 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -35230032.000000 Penalty: 6254.833008
	Iteration 74Q: 3 clusters Score -3.523003e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299337 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35230068.000000 Penalty: 6254.833008
	Iteration 75Q: 3 clusters Score -3.523007e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299340 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -35230068.000000 Penalty: 6254.833008
	Iteration 76Q: 3 clusters Score -3.523007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299341 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -35230040.000000 Penalty: 6254.833008
	Iteration 77Q: 3 clusters Score -3.523004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -35230052.000000 Penalty: 6254.833008
	Iteration 78Q: 3 clusters Score -3.523005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299342 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -35230052.000000 Penalty: 6254.833008
	Iteration 79F: 3 clusters Score -3.523005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Entering Unmasked Estep 
Score: -405858.093750 Penalty: 2035.164917
	Iteration 0F: 2 clusters Score -405858.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -402292.968750 Penalty: 4070.329834
	Iteration 0F: 3 clusters Score -402293 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -403635.312500 Penalty: 4070.329834
	Iteration 1F: 3 clusters Score -403635.3 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -404599.437500 Penalty: 4070.329834
	Iteration 2F: 3 clusters Score -404599.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -405874.375000 Penalty: 4070.329834
	Iteration 3F: 3 clusters Score -405874.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -406485.312500 Penalty: 4070.329834
	Iteration 4F: 3 clusters Score -406485.3 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -406721.968750 Penalty: 4070.329834
	Iteration 5F: 3 clusters Score -406722 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -406815.125000 Penalty: 4070.329834
	Iteration 6Q: 3 clusters Score -406815.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -406856.656250 Penalty: 4070.329834
	Iteration 7Q: 3 clusters Score -406856.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -406877.625000 Penalty: 4070.329834
	Iteration 8Q: 3 clusters Score -406877.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -406892.281250 Penalty: 4070.329834
	Iteration 9Q: 3 clusters Score -406892.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -406900.750000 Penalty: 4070.329834
	Iteration 10Q: 3 clusters Score -406900.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -406904.218750 Penalty: 4070.329834
	Iteration 11Q: 3 clusters Score -406904.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -406904.312500 Penalty: 4070.329834
	Iteration 12Q: 3 clusters Score -406904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -406905.062500 Penalty: 4070.329834
	Iteration 13Q: 3 clusters Score -406905.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -406905.500000 Penalty: 4070.329834
	Iteration 14Q: 3 clusters Score -406905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -406905.500000 Penalty: 4070.329834
	Iteration 15F: 3 clusters Score -406905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 17048 members 
Mstep: Class 4 contains 217637 members 
Mstep: Class 5 contains 263761 members 
Mstep: Class 6 contains 299704 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 16719 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 255829 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 85535 members 
Mstep: Class 15 contains 21851 members 
Mstep: Class 16 contains 20818 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 55212 members 
Mstep: Class 19 contains 53550 members 
Mstep: Class 20 contains 28499 members 
Mstep: Class 21 contains 561 members 
Entering Unmasked Estep 
Score: -161356192.000000 Penalty: 73772.500000
Splitting cluster 7 changes total score from -161310016.000000 to -161356192.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 8 (2888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Entering Unmasked Estep 
Score: -324232.375000 Penalty: 1976.143188
	Iteration 0F: 2 clusters Score -324232.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -321010.937500 Penalty: 3952.286377
	Iteration 0F: 3 clusters Score -321010.9 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -321658.250000 Penalty: 3952.286377
	Iteration 1F: 3 clusters Score -321658.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -321815.593750 Penalty: 3952.286377
	Iteration 2F: 3 clusters Score -321815.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -321921.406250 Penalty: 3952.286377
	Iteration 3Q: 3 clusters Score -321921.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -322003.687500 Penalty: 3952.286377
	Iteration 4Q: 3 clusters Score -322003.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -322057.812500 Penalty: 3952.286377
	Iteration 5Q: 3 clusters Score -322057.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -322106.656250 Penalty: 3952.286377
	Iteration 6Q: 3 clusters Score -322106.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -322149.843750 Penalty: 3952.286377
	Iteration 7Q: 3 clusters Score -322149.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -322193.500000 Penalty: 3952.286377
	Iteration 8Q: 3 clusters Score -322193.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -322233.656250 Penalty: 3952.286377
	Iteration 9Q: 3 clusters Score -322233.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -322271.000000 Penalty: 3952.286377
	Iteration 10Q: 3 clusters Score -322271 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -322310.218750 Penalty: 3952.286377
	Iteration 11Q: 3 clusters Score -322310.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -322346.562500 Penalty: 3952.286377
	Iteration 12Q: 3 clusters Score -322346.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -322381.343750 Penalty: 3952.286377
	Iteration 13Q: 3 clusters Score -322381.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -322421.968750 Penalty: 3952.286377
	Iteration 14Q: 3 clusters Score -322422 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -322469.437500 Penalty: 3952.286377
	Iteration 15Q: 3 clusters Score -322469.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -322517.125000 Penalty: 3952.286377
	Iteration 16Q: 3 clusters Score -322517.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -322574.062500 Penalty: 3952.286377
	Iteration 17Q: 3 clusters Score -322574.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -322627.031250 Penalty: 3952.286377
	Iteration 18Q: 3 clusters Score -322627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -322679.906250 Penalty: 3952.286377
	Iteration 19Q: 3 clusters Score -322679.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -322720.687500 Penalty: 3952.286377
	Iteration 20F: 3 clusters Score -322720.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -322757.625000 Penalty: 3952.286377
	Iteration 21Q: 3 clusters Score -322757.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -322775.000000 Penalty: 3952.286377
	Iteration 22Q: 3 clusters Score -322775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -322786.812500 Penalty: 3952.286377
	Iteration 23Q: 3 clusters Score -322786.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -322803.406250 Penalty: 3952.286377
	Iteration 24Q: 3 clusters Score -322803.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -322822.312500 Penalty: 3952.286377
	Iteration 25Q: 3 clusters Score -322822.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -322833.593750 Penalty: 3952.286377
	Iteration 26Q: 3 clusters Score -322833.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -322841.906250 Penalty: 3952.286377
	Iteration 27Q: 3 clusters Score -322841.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -322850.375000 Penalty: 3952.286377
	Iteration 28Q: 3 clusters Score -322850.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -322855.093750 Penalty: 3952.286377
	Iteration 29Q: 3 clusters Score -322855.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -322859.375000 Penalty: 3952.286377
	Iteration 30Q: 3 clusters Score -322859.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -322862.187500 Penalty: 3952.286377
	Iteration 31Q: 3 clusters Score -322862.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -322864.718750 Penalty: 3952.286377
	Iteration 32Q: 3 clusters Score -322864.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -322868.187500 Penalty: 3952.286377
	Iteration 33Q: 3 clusters Score -322868.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -322870.187500 Penalty: 3952.286377
	Iteration 34Q: 3 clusters Score -322870.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -322872.843750 Penalty: 3952.286377
	Iteration 35Q: 3 clusters Score -322872.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -322874.062500 Penalty: 3952.286377
	Iteration 36Q: 3 clusters Score -322874.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -322877.125000 Penalty: 3952.286377
	Iteration 37Q: 3 clusters Score -322877.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -322879.750000 Penalty: 3952.286377
	Iteration 38Q: 3 clusters Score -322879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -322881.531250 Penalty: 3952.286377
	Iteration 39Q: 3 clusters Score -322881.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -322882.187500 Penalty: 3952.286377
	Iteration 40F: 3 clusters Score -322882.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -322884.437500 Penalty: 3952.286377
	Iteration 41Q: 3 clusters Score -322884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -322884.937500 Penalty: 3952.286377
	Iteration 42Q: 3 clusters Score -322884.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -322886.218750 Penalty: 3952.286377
	Iteration 43Q: 3 clusters Score -322886.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -322887.156250 Penalty: 3952.286377
	Iteration 44Q: 3 clusters Score -322887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -322887.781250 Penalty: 3952.286377
	Iteration 45Q: 3 clusters Score -322887.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -322889.468750 Penalty: 3952.286377
	Iteration 46Q: 3 clusters Score -322889.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -322889.093750 Penalty: 3952.286377
	Iteration 47Q: 3 clusters Score -322889.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -322890.750000 Penalty: 3952.286377
	Iteration 48Q: 3 clusters Score -322890.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -322891.875000 Penalty: 3952.286377
	Iteration 49Q: 3 clusters Score -322891.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -322892.718750 Penalty: 3952.286377
	Iteration 50Q: 3 clusters Score -322892.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -322892.718750 Penalty: 3952.286377
	Iteration 51F: 3 clusters Score -322892.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (16719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16719 members 
Entering Unmasked Estep 
Score: -1664247.375000 Penalty: 2411.626709
	Iteration 0F: 2 clusters Score -1664247 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1652349.500000 Penalty: 4823.253418
	Iteration 0F: 3 clusters Score -1652350 nChanged 7279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1656531.250000 Penalty: 4823.253418
	Iteration 1F: 3 clusters Score -1656531 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1657332.000000 Penalty: 4823.253418
	Iteration 2F: 3 clusters Score -1657332 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1658271.875000 Penalty: 4823.253418
	Iteration 3F: 3 clusters Score -1658272 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1659305.875000 Penalty: 4823.253418
	Iteration 4F: 3 clusters Score -1659306 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1660196.000000 Penalty: 4823.253418
	Iteration 5F: 3 clusters Score -1660196 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1660979.625000 Penalty: 4823.253418
	Iteration 6F: 3 clusters Score -1660980 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1661699.375000 Penalty: 4823.253418
	Iteration 7F: 3 clusters Score -1661699 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1662310.875000 Penalty: 4823.253418
	Iteration 8F: 3 clusters Score -1662311 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1662779.250000 Penalty: 4823.253418
	Iteration 9Q: 3 clusters Score -1662779 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -1663184.125000 Penalty: 4823.253418
	Iteration 10Q: 3 clusters Score -1663184 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1663472.375000 Penalty: 4823.253418
	Iteration 11Q: 3 clusters Score -1663472 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13764 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1663646.625000 Penalty: 4823.253418
	Iteration 12Q: 3 clusters Score -1663647 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -1663753.250000 Penalty: 4823.253418
	Iteration 13Q: 3 clusters Score -1663753 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -1663818.000000 Penalty: 4823.253418
	Iteration 14Q: 3 clusters Score -1663818 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -1663885.000000 Penalty: 4823.253418
	Iteration 15Q: 3 clusters Score -1663885 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1663914.375000 Penalty: 4823.253418
	Iteration 16Q: 3 clusters Score -1663914 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1663933.375000 Penalty: 4823.253418
	Iteration 17Q: 3 clusters Score -1663933 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1663943.875000 Penalty: 4823.253418
	Iteration 18Q: 3 clusters Score -1663944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1663950.875000 Penalty: 4823.253418
	Iteration 19Q: 3 clusters Score -1663951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1663955.125000 Penalty: 4823.253418
	Iteration 20F: 3 clusters Score -1663955 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1663960.375000 Penalty: 4823.253418
	Iteration 21Q: 3 clusters Score -1663960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1663965.500000 Penalty: 4823.253418
	Iteration 22Q: 3 clusters Score -1663966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1663977.250000 Penalty: 4823.253418
	Iteration 23Q: 3 clusters Score -1663977 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1663980.375000 Penalty: 4823.253418
	Iteration 24Q: 3 clusters Score -1663980 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1663984.875000 Penalty: 4823.253418
	Iteration 25Q: 3 clusters Score -1663985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1663989.000000 Penalty: 4823.253418
	Iteration 26Q: 3 clusters Score -1663989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1663994.125000 Penalty: 4823.253418
	Iteration 27Q: 3 clusters Score -1663994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1663994.125000 Penalty: 4823.253418
	Iteration 28Q: 3 clusters Score -1663994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1663995.375000 Penalty: 4823.253418
	Iteration 29Q: 3 clusters Score -1663995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -1663996.125000 Penalty: 4823.253418
	Iteration 30Q: 3 clusters Score -1663996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1663999.375000 Penalty: 4823.253418
	Iteration 31Q: 3 clusters Score -1663999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1664003.250000 Penalty: 4823.253418
	Iteration 32Q: 3 clusters Score -1664003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -1664005.875000 Penalty: 4823.253418
	Iteration 33Q: 3 clusters Score -1664006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1664007.125000 Penalty: 4823.253418
	Iteration 34Q: 3 clusters Score -1664007 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14882 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1664006.125000 Penalty: 4823.253418
	Iteration 35Q: 3 clusters Score -1664006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1664010.000000 Penalty: 4823.253418
	Iteration 36Q: 3 clusters Score -1664010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1664011.750000 Penalty: 4823.253418
	Iteration 37Q: 3 clusters Score -1664012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1664014.750000 Penalty: 4823.253418
	Iteration 38Q: 3 clusters Score -1664015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1664013.000000 Penalty: 4823.253418
	Iteration 39Q: 3 clusters Score -1664013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1664012.125000 Penalty: 4823.253418
	Iteration 40F: 3 clusters Score -1664012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1664013.000000 Penalty: 4823.253418
	Iteration 41Q: 3 clusters Score -1664013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1664011.875000 Penalty: 4823.253418
	Iteration 42Q: 3 clusters Score -1664012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1664009.375000 Penalty: 4823.253418
	Iteration 43Q: 3 clusters Score -1664009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14915 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1664009.375000 Penalty: 4823.253418
	Iteration 44F: 3 clusters Score -1664009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (7065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Entering Unmasked Estep 
Score: -851605.875000 Penalty: 2198.001221
	Iteration 0F: 2 clusters Score -851605.9 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 3502 members 
Entering Unmasked Estep 
Score: -845797.562500 Penalty: 4396.002441
	Iteration 0F: 3 clusters Score -845797.6 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -847206.250000 Penalty: 4396.002441
	Iteration 1F: 3 clusters Score -847206.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -847444.437500 Penalty: 4396.002441
	Iteration 2F: 3 clusters Score -847444.4 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -847594.187500 Penalty: 4396.002441
	Iteration 3Q: 3 clusters Score -847594.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -847705.125000 Penalty: 4396.002441
	Iteration 4Q: 3 clusters Score -847705.1 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -847792.750000 Penalty: 4396.002441
	Iteration 5Q: 3 clusters Score -847792.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -847858.812500 Penalty: 4396.002441
	Iteration 6Q: 3 clusters Score -847858.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -847919.875000 Penalty: 4396.002441
	Iteration 7Q: 3 clusters Score -847919.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -847979.687500 Penalty: 4396.002441
	Iteration 8Q: 3 clusters Score -847979.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -848041.562500 Penalty: 4396.002441
	Iteration 9Q: 3 clusters Score -848041.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -848115.812500 Penalty: 4396.002441
	Iteration 10Q: 3 clusters Score -848115.8 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -848191.562500 Penalty: 4396.002441
	Iteration 11Q: 3 clusters Score -848191.6 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -848276.000000 Penalty: 4396.002441
	Iteration 12Q: 3 clusters Score -848276 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -848374.125000 Penalty: 4396.002441
	Iteration 13Q: 3 clusters Score -848374.1 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -848490.125000 Penalty: 4396.002441
	Iteration 14Q: 3 clusters Score -848490.1 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -848623.562500 Penalty: 4396.002441
	Iteration 15Q: 3 clusters Score -848623.6 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -848747.125000 Penalty: 4396.002441
	Iteration 16Q: 3 clusters Score -848747.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -848869.812500 Penalty: 4396.002441
	Iteration 17Q: 3 clusters Score -848869.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -849001.562500 Penalty: 4396.002441
	Iteration 18Q: 3 clusters Score -849001.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -849105.500000 Penalty: 4396.002441
	Iteration 19Q: 3 clusters Score -849105.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -849208.937500 Penalty: 4396.002441
	Iteration 20F: 3 clusters Score -849208.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -849310.437500 Penalty: 4396.002441
	Iteration 21Q: 3 clusters Score -849310.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -849390.687500 Penalty: 4396.002441
	Iteration 22Q: 3 clusters Score -849390.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -849445.750000 Penalty: 4396.002441
	Iteration 23Q: 3 clusters Score -849445.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -849485.625000 Penalty: 4396.002441
	Iteration 24Q: 3 clusters Score -849485.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -849520.125000 Penalty: 4396.002441
	Iteration 25Q: 3 clusters Score -849520.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -849542.437500 Penalty: 4396.002441
	Iteration 26Q: 3 clusters Score -849542.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -849560.812500 Penalty: 4396.002441
	Iteration 27Q: 3 clusters Score -849560.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -849573.937500 Penalty: 4396.002441
	Iteration 28Q: 3 clusters Score -849573.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -849586.500000 Penalty: 4396.002441
	Iteration 29Q: 3 clusters Score -849586.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -849595.187500 Penalty: 4396.002441
	Iteration 30Q: 3 clusters Score -849595.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -849598.000000 Penalty: 4396.002441
	Iteration 31Q: 3 clusters Score -849598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -849601.875000 Penalty: 4396.002441
	Iteration 32Q: 3 clusters Score -849601.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -849608.750000 Penalty: 4396.002441
	Iteration 33Q: 3 clusters Score -849608.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -849615.687500 Penalty: 4396.002441
	Iteration 34Q: 3 clusters Score -849615.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -849621.812500 Penalty: 4396.002441
	Iteration 35Q: 3 clusters Score -849621.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -849629.312500 Penalty: 4396.002441
	Iteration 36Q: 3 clusters Score -849629.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -849631.062500 Penalty: 4396.002441
	Iteration 37Q: 3 clusters Score -849631.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -849634.187500 Penalty: 4396.002441
	Iteration 38Q: 3 clusters Score -849634.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -849637.125000 Penalty: 4396.002441
	Iteration 39Q: 3 clusters Score -849637.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -849638.250000 Penalty: 4396.002441
	Iteration 40F: 3 clusters Score -849638.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -849639.375000 Penalty: 4396.002441
	Iteration 41Q: 3 clusters Score -849639.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -849639.875000 Penalty: 4396.002441
	Iteration 42Q: 3 clusters Score -849639.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -849639.875000 Penalty: 4396.002441
	Iteration 43F: 3 clusters Score -849639.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (39499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Entering Unmasked Estep 
Score: -4378408.000000 Penalty: 2624.839355
	Iteration 0F: 2 clusters Score -4378408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -4351781.500000 Penalty: 5249.678711
	Iteration 0F: 3 clusters Score -4351782 nChanged 18003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -4362048.500000 Penalty: 5249.678711
	Iteration 1F: 3 clusters Score -4362048 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -4363074.500000 Penalty: 5249.678711
	Iteration 2F: 3 clusters Score -4363074 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19367 members 
Mstep: Class 2 contains 20132 members 
Entering Unmasked Estep 
Score: -4364415.500000 Penalty: 5249.678711
	Iteration 3F: 3 clusters Score -4364416 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -4366044.500000 Penalty: 5249.678711
	Iteration 4F: 3 clusters Score -4366044 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19812 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -4367918.000000 Penalty: 5249.678711
	Iteration 5F: 3 clusters Score -4367918 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -4369689.500000 Penalty: 5249.678711
	Iteration 6F: 3 clusters Score -4369690 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -4371089.000000 Penalty: 5249.678711
	Iteration 7F: 3 clusters Score -4371089 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -4372037.000000 Penalty: 5249.678711
	Iteration 8F: 3 clusters Score -4372037 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -4372680.000000 Penalty: 5249.678711
	Iteration 9Q: 3 clusters Score -4372680 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -4373033.000000 Penalty: 5249.678711
	Iteration 10Q: 3 clusters Score -4373033 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -4373225.000000 Penalty: 5249.678711
	Iteration 11Q: 3 clusters Score -4373225 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23892 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4373373.500000 Penalty: 5249.678711
	Iteration 12Q: 3 clusters Score -4373374 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -4373474.500000 Penalty: 5249.678711
	Iteration 13Q: 3 clusters Score -4373474 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -4373538.500000 Penalty: 5249.678711
	Iteration 14Q: 3 clusters Score -4373538 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 14547 members 
Entering Unmasked Estep 
Score: -4373580.500000 Penalty: 5249.678711
	Iteration 15Q: 3 clusters Score -4373580 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -4373612.000000 Penalty: 5249.678711
	Iteration 16Q: 3 clusters Score -4373612 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25593 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -4373668.000000 Penalty: 5249.678711
	Iteration 17Q: 3 clusters Score -4373668 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -4373715.500000 Penalty: 5249.678711
	Iteration 18Q: 3 clusters Score -4373716 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26276 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -4373793.500000 Penalty: 5249.678711
	Iteration 19Q: 3 clusters Score -4373794 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26654 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -4373841.500000 Penalty: 5249.678711
	Iteration 20F: 3 clusters Score -4373842 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -4373914.000000 Penalty: 5249.678711
	Iteration 21Q: 3 clusters Score -4373914 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4373990.000000 Penalty: 5249.678711
	Iteration 22Q: 3 clusters Score -4373990 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -4374078.000000 Penalty: 5249.678711
	Iteration 23Q: 3 clusters Score -4374078 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 11127 members 
Entering Unmasked Estep 
Score: -4374151.000000 Penalty: 5249.678711
	Iteration 24Q: 3 clusters Score -4374151 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28830 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -4374241.500000 Penalty: 5249.678711
	Iteration 25Q: 3 clusters Score -4374242 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -4374352.000000 Penalty: 5249.678711
	Iteration 26Q: 3 clusters Score -4374352 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -4374477.000000 Penalty: 5249.678711
	Iteration 27Q: 3 clusters Score -4374477 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30314 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -4374610.000000 Penalty: 5249.678711
	Iteration 28Q: 3 clusters Score -4374610 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -4374729.500000 Penalty: 5249.678711
	Iteration 29Q: 3 clusters Score -4374730 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -4374833.000000 Penalty: 5249.678711
	Iteration 30Q: 3 clusters Score -4374833 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31817 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -4374971.500000 Penalty: 5249.678711
	Iteration 31Q: 3 clusters Score -4374972 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32305 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -4375095.000000 Penalty: 5249.678711
	Iteration 32Q: 3 clusters Score -4375095 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -4375220.000000 Penalty: 5249.678711
	Iteration 33Q: 3 clusters Score -4375220 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33162 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -4375327.000000 Penalty: 5249.678711
	Iteration 34Q: 3 clusters Score -4375327 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33545 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -4375436.500000 Penalty: 5249.678711
	Iteration 35Q: 3 clusters Score -4375436 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -4375545.500000 Penalty: 5249.678711
	Iteration 36Q: 3 clusters Score -4375546 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -4375633.000000 Penalty: 5249.678711
	Iteration 37Q: 3 clusters Score -4375633 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -4375715.500000 Penalty: 5249.678711
	Iteration 38Q: 3 clusters Score -4375716 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -4375794.000000 Penalty: 5249.678711
	Iteration 39Q: 3 clusters Score -4375794 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35137 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -4375875.000000 Penalty: 5249.678711
	Iteration 40F: 3 clusters Score -4375875 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35392 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -4375946.000000 Penalty: 5249.678711
	Iteration 41Q: 3 clusters Score -4375946 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -4375993.000000 Penalty: 5249.678711
	Iteration 42Q: 3 clusters Score -4375993 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35817 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4376081.500000 Penalty: 5249.678711
	Iteration 43Q: 3 clusters Score -4376082 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36030 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -4376134.500000 Penalty: 5249.678711
	Iteration 44Q: 3 clusters Score -4376134 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36238 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -4376221.500000 Penalty: 5249.678711
	Iteration 45Q: 3 clusters Score -4376222 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36402 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -4376276.000000 Penalty: 5249.678711
	Iteration 46Q: 3 clusters Score -4376276 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -4376292.000000 Penalty: 5249.678711
	Iteration 47Q: 3 clusters Score -4376292 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36644 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -4376330.500000 Penalty: 5249.678711
	Iteration 48Q: 3 clusters Score -4376330 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4376386.500000 Penalty: 5249.678711
	Iteration 49Q: 3 clusters Score -4376386 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -4376422.000000 Penalty: 5249.678711
	Iteration 50Q: 3 clusters Score -4376422 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36929 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -4376434.500000 Penalty: 5249.678711
	Iteration 51Q: 3 clusters Score -4376434 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36997 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -4376462.500000 Penalty: 5249.678711
	Iteration 52Q: 3 clusters Score -4376462 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37057 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4376474.500000 Penalty: 5249.678711
	Iteration 53Q: 3 clusters Score -4376474 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37099 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -4376487.500000 Penalty: 5249.678711
	Iteration 54Q: 3 clusters Score -4376488 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37145 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -4376495.500000 Penalty: 5249.678711
	Iteration 55Q: 3 clusters Score -4376496 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4376506.500000 Penalty: 5249.678711
	Iteration 56Q: 3 clusters Score -4376506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37218 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -4376520.000000 Penalty: 5249.678711
	Iteration 57Q: 3 clusters Score -4376520 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37243 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4376517.000000 Penalty: 5249.678711
	Iteration 58Q: 3 clusters Score -4376517 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37258 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -4376525.000000 Penalty: 5249.678711
	Iteration 59Q: 3 clusters Score -4376525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37268 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -4376526.000000 Penalty: 5249.678711
	Iteration 60F: 3 clusters Score -4376526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -4376529.000000 Penalty: 5249.678711
	Iteration 61Q: 3 clusters Score -4376529 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37286 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -4376536.000000 Penalty: 5249.678711
	Iteration 62Q: 3 clusters Score -4376536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -4376533.500000 Penalty: 5249.678711
	Iteration 63Q: 3 clusters Score -4376534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37294 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -4376539.000000 Penalty: 5249.678711
	Iteration 64Q: 3 clusters Score -4376539 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37298 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -4376533.500000 Penalty: 5249.678711
	Iteration 65Q: 3 clusters Score -4376534 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4376533.500000 Penalty: 5249.678711
	Iteration 66Q: 3 clusters Score -4376534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37302 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -4376534.500000 Penalty: 5249.678711
	Iteration 67Q: 3 clusters Score -4376534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -4376532.500000 Penalty: 5249.678711
	Iteration 68Q: 3 clusters Score -4376532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -4376534.500000 Penalty: 5249.678711
	Iteration 69Q: 3 clusters Score -4376534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4376535.000000 Penalty: 5249.678711
	Iteration 70Q: 3 clusters Score -4376535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37315 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -4376537.500000 Penalty: 5249.678711
	Iteration 71Q: 3 clusters Score -4376538 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -4376537.500000 Penalty: 5249.678711
	Iteration 72Q: 3 clusters Score -4376538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -4376537.000000 Penalty: 5249.678711
	Iteration 73Q: 3 clusters Score -4376537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37318 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4376533.500000 Penalty: 5249.678711
	Iteration 74Q: 3 clusters Score -4376534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -4376541.000000 Penalty: 5249.678711
	Iteration 75Q: 3 clusters Score -4376541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4376541.000000 Penalty: 5249.678711
	Iteration 76Q: 3 clusters Score -4376541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4376538.000000 Penalty: 5249.678711
	Iteration 77Q: 3 clusters Score -4376538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -4376535.000000 Penalty: 5249.678711
	Iteration 78Q: 3 clusters Score -4376535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37325 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -4376536.500000 Penalty: 5249.678711
	Iteration 79Q: 3 clusters Score -4376536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37326 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -4376538.500000 Penalty: 5249.678711
	Iteration 80F: 3 clusters Score -4376538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (255829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255829 members 
Entering Unmasked Estep 
Score: -30055386.000000 Penalty: 3088.161621
	Iteration 0F: 2 clusters Score -3.005539e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127552 members 
Mstep: Class 2 contains 128277 members 
Entering Unmasked Estep 
Score: -29891118.000000 Penalty: 6176.323242
	Iteration 0F: 3 clusters Score -2.989112e+07 nChanged 123659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119959 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -29965284.000000 Penalty: 6176.323242
	Iteration 1F: 3 clusters Score -2.996528e+07 nChanged 9050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115611 members 
Mstep: Class 2 contains 140218 members 
Entering Unmasked Estep 
Score: -29968094.000000 Penalty: 6176.323242
	Iteration 2Q: 3 clusters Score -2.996809e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109442 members 
Mstep: Class 2 contains 146387 members 
Entering Unmasked Estep 
Score: -29971762.000000 Penalty: 6176.323242
	Iteration 3Q: 3 clusters Score -2.997176e+07 nChanged 12455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100581 members 
Mstep: Class 2 contains 155248 members 
Entering Unmasked Estep 
Score: -29977520.000000 Penalty: 6176.323242
	Iteration 4Q: 3 clusters Score -2.997752e+07 nChanged 15111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88196 members 
Mstep: Class 2 contains 167633 members 
Entering Unmasked Estep 
Score: -29986466.000000 Penalty: 6176.323242
	Iteration 5F: 3 clusters Score -2.998647e+07 nChanged 18038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72098 members 
Mstep: Class 2 contains 183731 members 
Entering Unmasked Estep 
Score: -29998912.000000 Penalty: 6176.323242
	Iteration 6F: 3 clusters Score -2.999891e+07 nChanged 19571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53653 members 
Mstep: Class 2 contains 202176 members 
Entering Unmasked Estep 
Score: -30013858.000000 Penalty: 6176.323242
	Iteration 7F: 3 clusters Score -3.001386e+07 nChanged 17973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 219417 members 
Entering Unmasked Estep 
Score: -30027408.000000 Penalty: 6176.323242
	Iteration 8F: 3 clusters Score -3.002741e+07 nChanged 13672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 232807 members 
Entering Unmasked Estep 
Score: -30037502.000000 Penalty: 6176.323242
	Iteration 9F: 3 clusters Score -3.00375e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 241804 members 
Entering Unmasked Estep 
Score: -30044464.000000 Penalty: 6176.323242
	Iteration 10Q: 3 clusters Score -3.004446e+07 nChanged 5473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 247241 members 
Entering Unmasked Estep 
Score: -30048264.000000 Penalty: 6176.323242
	Iteration 11Q: 3 clusters Score -3.004826e+07 nChanged 3116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 250331 members 
Entering Unmasked Estep 
Score: -30050370.000000 Penalty: 6176.323242
	Iteration 12Q: 3 clusters Score -3.005037e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 252077 members 
Entering Unmasked Estep 
Score: -30051684.000000 Penalty: 6176.323242
	Iteration 13Q: 3 clusters Score -3.005168e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 253005 members 
Entering Unmasked Estep 
Score: -30052340.000000 Penalty: 6176.323242
	Iteration 14Q: 3 clusters Score -3.005234e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 253518 members 
Entering Unmasked Estep 
Score: -30052822.000000 Penalty: 6176.323242
	Iteration 15Q: 3 clusters Score -3.005282e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 253783 members 
Entering Unmasked Estep 
Score: -30053130.000000 Penalty: 6176.323242
	Iteration 16Q: 3 clusters Score -3.005313e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 253908 members 
Entering Unmasked Estep 
Score: -30053292.000000 Penalty: 6176.323242
	Iteration 17Q: 3 clusters Score -3.005329e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 253941 members 
Entering Unmasked Estep 
Score: -30053446.000000 Penalty: 6176.323242
	Iteration 18Q: 3 clusters Score -3.005345e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 253955 members 
Entering Unmasked Estep 
Score: -30053538.000000 Penalty: 6176.323242
	Iteration 19Q: 3 clusters Score -3.005354e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 253949 members 
Entering Unmasked Estep 
Score: -30053622.000000 Penalty: 6176.323242
	Iteration 20F: 3 clusters Score -3.005362e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 253926 members 
Entering Unmasked Estep 
Score: -30053696.000000 Penalty: 6176.323242
	Iteration 21Q: 3 clusters Score -3.00537e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 253892 members 
Entering Unmasked Estep 
Score: -30053804.000000 Penalty: 6176.323242
	Iteration 22Q: 3 clusters Score -3.00538e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 253856 members 
Entering Unmasked Estep 
Score: -30053890.000000 Penalty: 6176.323242
	Iteration 23Q: 3 clusters Score -3.005389e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 253800 members 
Entering Unmasked Estep 
Score: -30053936.000000 Penalty: 6176.323242
	Iteration 24Q: 3 clusters Score -3.005394e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 253762 members 
Entering Unmasked Estep 
Score: -30054014.000000 Penalty: 6176.323242
	Iteration 25Q: 3 clusters Score -3.005401e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 253717 members 
Entering Unmasked Estep 
Score: -30054058.000000 Penalty: 6176.323242
	Iteration 26Q: 3 clusters Score -3.005406e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 253674 members 
Entering Unmasked Estep 
Score: -30054140.000000 Penalty: 6176.323242
	Iteration 27Q: 3 clusters Score -3.005414e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 253632 members 
Entering Unmasked Estep 
Score: -30054192.000000 Penalty: 6176.323242
	Iteration 28Q: 3 clusters Score -3.005419e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 253580 members 
Entering Unmasked Estep 
Score: -30054240.000000 Penalty: 6176.323242
	Iteration 29Q: 3 clusters Score -3.005424e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 253533 members 
Entering Unmasked Estep 
Score: -30054280.000000 Penalty: 6176.323242
	Iteration 30Q: 3 clusters Score -3.005428e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 253484 members 
Entering Unmasked Estep 
Score: -30054288.000000 Penalty: 6176.323242
	Iteration 31Q: 3 clusters Score -3.005429e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 253431 members 
Entering Unmasked Estep 
Score: -30054330.000000 Penalty: 6176.323242
	Iteration 32Q: 3 clusters Score -3.005433e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 253353 members 
Entering Unmasked Estep 
Score: -30054358.000000 Penalty: 6176.323242
	Iteration 33Q: 3 clusters Score -3.005436e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 253281 members 
Entering Unmasked Estep 
Score: -30054360.000000 Penalty: 6176.323242
	Iteration 34Q: 3 clusters Score -3.005436e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 253212 members 
Entering Unmasked Estep 
Score: -30054348.000000 Penalty: 6176.323242
	Iteration 35Q: 3 clusters Score -3.005435e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 253159 members 
Entering Unmasked Estep 
Score: -30054392.000000 Penalty: 6176.323242
	Iteration 36Q: 3 clusters Score -3.005439e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 253121 members 
Entering Unmasked Estep 
Score: -30054390.000000 Penalty: 6176.323242
	Iteration 37Q: 3 clusters Score -3.005439e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 253077 members 
Entering Unmasked Estep 
Score: -30054446.000000 Penalty: 6176.323242
	Iteration 38Q: 3 clusters Score -3.005445e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 253034 members 
Entering Unmasked Estep 
Score: -30054460.000000 Penalty: 6176.323242
	Iteration 39Q: 3 clusters Score -3.005446e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 253012 members 
Entering Unmasked Estep 
Score: -30054502.000000 Penalty: 6176.323242
	Iteration 40F: 3 clusters Score -3.00545e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 252945 members 
Entering Unmasked Estep 
Score: -30054564.000000 Penalty: 6176.323242
	Iteration 41Q: 3 clusters Score -3.005456e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 252886 members 
Entering Unmasked Estep 
Score: -30054580.000000 Penalty: 6176.323242
	Iteration 42Q: 3 clusters Score -3.005458e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 252814 members 
Entering Unmasked Estep 
Score: -30054568.000000 Penalty: 6176.323242
	Iteration 43Q: 3 clusters Score -3.005457e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 252738 members 
Entering Unmasked Estep 
Score: -30054586.000000 Penalty: 6176.323242
	Iteration 44Q: 3 clusters Score -3.005459e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 252662 members 
Entering Unmasked Estep 
Score: -30054600.000000 Penalty: 6176.323242
	Iteration 45Q: 3 clusters Score -3.00546e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 252599 members 
Entering Unmasked Estep 
Score: -30054550.000000 Penalty: 6176.323242
	Iteration 46Q: 3 clusters Score -3.005455e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 252534 members 
Entering Unmasked Estep 
Score: -30054570.000000 Penalty: 6176.323242
	Iteration 47Q: 3 clusters Score -3.005457e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 252490 members 
Entering Unmasked Estep 
Score: -30054554.000000 Penalty: 6176.323242
	Iteration 48Q: 3 clusters Score -3.005455e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 252431 members 
Entering Unmasked Estep 
Score: -30054582.000000 Penalty: 6176.323242
	Iteration 49Q: 3 clusters Score -3.005458e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 252361 members 
Entering Unmasked Estep 
Score: -30054550.000000 Penalty: 6176.323242
	Iteration 50Q: 3 clusters Score -3.005455e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 252290 members 
Entering Unmasked Estep 
Score: -30054606.000000 Penalty: 6176.323242
	Iteration 51Q: 3 clusters Score -3.005461e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 252209 members 
Entering Unmasked Estep 
Score: -30054660.000000 Penalty: 6176.323242
	Iteration 52Q: 3 clusters Score -3.005466e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 252135 members 
Entering Unmasked Estep 
Score: -30054684.000000 Penalty: 6176.323242
	Iteration 53Q: 3 clusters Score -3.005468e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 252052 members 
Entering Unmasked Estep 
Score: -30054696.000000 Penalty: 6176.323242
	Iteration 54Q: 3 clusters Score -3.00547e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 251984 members 
Entering Unmasked Estep 
Score: -30054658.000000 Penalty: 6176.323242
	Iteration 55Q: 3 clusters Score -3.005466e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 251921 members 
Entering Unmasked Estep 
Score: -30054670.000000 Penalty: 6176.323242
	Iteration 56Q: 3 clusters Score -3.005467e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 251853 members 
Entering Unmasked Estep 
Score: -30054700.000000 Penalty: 6176.323242
	Iteration 57Q: 3 clusters Score -3.00547e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 251797 members 
Entering Unmasked Estep 
Score: -30054746.000000 Penalty: 6176.323242
	Iteration 58Q: 3 clusters Score -3.005475e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 251742 members 
Entering Unmasked Estep 
Score: -30054752.000000 Penalty: 6176.323242
	Iteration 59Q: 3 clusters Score -3.005475e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 251706 members 
Entering Unmasked Estep 
Score: -30054778.000000 Penalty: 6176.323242
	Iteration 60F: 3 clusters Score -3.005478e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 251656 members 
Entering Unmasked Estep 
Score: -30054784.000000 Penalty: 6176.323242
	Iteration 61Q: 3 clusters Score -3.005478e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 251605 members 
Entering Unmasked Estep 
Score: -30054766.000000 Penalty: 6176.323242
	Iteration 62Q: 3 clusters Score -3.005477e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 251553 members 
Entering Unmasked Estep 
Score: -30054772.000000 Penalty: 6176.323242
	Iteration 63Q: 3 clusters Score -3.005477e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 251488 members 
Entering Unmasked Estep 
Score: -30054780.000000 Penalty: 6176.323242
	Iteration 64Q: 3 clusters Score -3.005478e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 251432 members 
Entering Unmasked Estep 
Score: -30054778.000000 Penalty: 6176.323242
	Iteration 65Q: 3 clusters Score -3.005478e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 251380 members 
Entering Unmasked Estep 
Score: -30054868.000000 Penalty: 6176.323242
	Iteration 66Q: 3 clusters Score -3.005487e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 251308 members 
Entering Unmasked Estep 
Score: -30054828.000000 Penalty: 6176.323242
	Iteration 67Q: 3 clusters Score -3.005483e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 251239 members 
Entering Unmasked Estep 
Score: -30054864.000000 Penalty: 6176.323242
	Iteration 68Q: 3 clusters Score -3.005486e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 251166 members 
Entering Unmasked Estep 
Score: -30054876.000000 Penalty: 6176.323242
	Iteration 69Q: 3 clusters Score -3.005488e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 251085 members 
Entering Unmasked Estep 
Score: -30054888.000000 Penalty: 6176.323242
	Iteration 70Q: 3 clusters Score -3.005489e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 251001 members 
Entering Unmasked Estep 
Score: -30054918.000000 Penalty: 6176.323242
	Iteration 71Q: 3 clusters Score -3.005492e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 250910 members 
Entering Unmasked Estep 
Score: -30054970.000000 Penalty: 6176.323242
	Iteration 72Q: 3 clusters Score -3.005497e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 250815 members 
Entering Unmasked Estep 
Score: -30054968.000000 Penalty: 6176.323242
	Iteration 73Q: 3 clusters Score -3.005497e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 250706 members 
Entering Unmasked Estep 
Score: -30054942.000000 Penalty: 6176.323242
	Iteration 74Q: 3 clusters Score -3.005494e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 250611 members 
Entering Unmasked Estep 
Score: -30054944.000000 Penalty: 6176.323242
	Iteration 75Q: 3 clusters Score -3.005494e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 250553 members 
Entering Unmasked Estep 
Score: -30054998.000000 Penalty: 6176.323242
	Iteration 76Q: 3 clusters Score -3.0055e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 250502 members 
Entering Unmasked Estep 
Score: -30055022.000000 Penalty: 6176.323242
	Iteration 77Q: 3 clusters Score -3.005502e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 250446 members 
Entering Unmasked Estep 
Score: -30055072.000000 Penalty: 6176.323242
	Iteration 78Q: 3 clusters Score -3.005507e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 250385 members 
Entering Unmasked Estep 
Score: -30055116.000000 Penalty: 6176.323242
	Iteration 79Q: 3 clusters Score -3.005512e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 250333 members 
Entering Unmasked Estep 
Score: -30055148.000000 Penalty: 6176.323242
	Iteration 80F: 3 clusters Score -3.005515e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 250255 members 
Entering Unmasked Estep 
Score: -30055226.000000 Penalty: 6176.323242
	Iteration 81Q: 3 clusters Score -3.005523e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 250155 members 
Entering Unmasked Estep 
Score: -30055250.000000 Penalty: 6176.323242
	Iteration 82Q: 3 clusters Score -3.005525e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 250061 members 
Entering Unmasked Estep 
Score: -30055164.000000 Penalty: 6176.323242
	Iteration 83Q: 3 clusters Score -3.005516e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 249939 members 
Entering Unmasked Estep 
Score: -30055188.000000 Penalty: 6176.323242
	Iteration 84Q: 3 clusters Score -3.005519e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 249791 members 
Entering Unmasked Estep 
Score: -30055232.000000 Penalty: 6176.323242
	Iteration 85Q: 3 clusters Score -3.005523e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 249639 members 
Entering Unmasked Estep 
Score: -30055326.000000 Penalty: 6176.323242
	Iteration 86Q: 3 clusters Score -3.005533e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 249474 members 
Entering Unmasked Estep 
Score: -30055438.000000 Penalty: 6176.323242
	Iteration 87Q: 3 clusters Score -3.005544e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 249300 members 
Entering Unmasked Estep 
Score: -30055566.000000 Penalty: 6176.323242
	Iteration 88Q: 3 clusters Score -3.005557e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 249130 members 
Entering Unmasked Estep 
Score: -30055702.000000 Penalty: 6176.323242
	Iteration 89Q: 3 clusters Score -3.00557e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 248968 members 
Entering Unmasked Estep 
Score: -30055754.000000 Penalty: 6176.323242
	Iteration 90Q: 3 clusters Score -3.005575e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 248805 members 
Entering Unmasked Estep 
Score: -30055870.000000 Penalty: 6176.323242
	Iteration 91Q: 3 clusters Score -3.005587e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 248661 members 
Entering Unmasked Estep 
Score: -30056036.000000 Penalty: 6176.323242
	Iteration 92Q: 3 clusters Score -3.005604e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 248519 members 
Entering Unmasked Estep 
Score: -30056014.000000 Penalty: 6176.323242
	Iteration 93Q: 3 clusters Score -3.005601e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 248382 members 
Entering Unmasked Estep 
Score: -30056018.000000 Penalty: 6176.323242
	Iteration 94Q: 3 clusters Score -3.005602e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 248285 members 
Entering Unmasked Estep 
Score: -30056062.000000 Penalty: 6176.323242
	Iteration 95Q: 3 clusters Score -3.005606e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 248200 members 
Entering Unmasked Estep 
Score: -30056062.000000 Penalty: 6176.323242
	Iteration 96Q: 3 clusters Score -3.005606e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 248124 members 
Entering Unmasked Estep 
Score: -30056072.000000 Penalty: 6176.323242
	Iteration 97Q: 3 clusters Score -3.005607e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 248056 members 
Entering Unmasked Estep 
Score: -30056098.000000 Penalty: 6176.323242
	Iteration 98Q: 3 clusters Score -3.00561e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 248000 members 
Entering Unmasked Estep 
Score: -30056160.000000 Penalty: 6176.323242
	Iteration 99Q: 3 clusters Score -3.005616e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 247951 members 
Entering Unmasked Estep 
Score: -30056210.000000 Penalty: 6176.323242
	Iteration 100F: 3 clusters Score -3.005621e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 247845 members 
Entering Unmasked Estep 
Score: -30056242.000000 Penalty: 6176.323242
	Iteration 101Q: 3 clusters Score -3.005624e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 247756 members 
Entering Unmasked Estep 
Score: -30056284.000000 Penalty: 6176.323242
	Iteration 102Q: 3 clusters Score -3.005628e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 247710 members 
Entering Unmasked Estep 
Score: -30056336.000000 Penalty: 6176.323242
	Iteration 103Q: 3 clusters Score -3.005634e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 247668 members 
Entering Unmasked Estep 
Score: -30056340.000000 Penalty: 6176.323242
	Iteration 104Q: 3 clusters Score -3.005634e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 247623 members 
Entering Unmasked Estep 
Score: -30056340.000000 Penalty: 6176.323242
	Iteration 105Q: 3 clusters Score -3.005634e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 247576 members 
Entering Unmasked Estep 
Score: -30056346.000000 Penalty: 6176.323242
	Iteration 106Q: 3 clusters Score -3.005635e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 247538 members 
Entering Unmasked Estep 
Score: -30056376.000000 Penalty: 6176.323242
	Iteration 107Q: 3 clusters Score -3.005638e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 247503 members 
Entering Unmasked Estep 
Score: -30056358.000000 Penalty: 6176.323242
	Iteration 108Q: 3 clusters Score -3.005636e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 247456 members 
Entering Unmasked Estep 
Score: -30056386.000000 Penalty: 6176.323242
	Iteration 109Q: 3 clusters Score -3.005639e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 247412 members 
Entering Unmasked Estep 
Score: -30056446.000000 Penalty: 6176.323242
	Iteration 110Q: 3 clusters Score -3.005645e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 247378 members 
Entering Unmasked Estep 
Score: -30056470.000000 Penalty: 6176.323242
	Iteration 111Q: 3 clusters Score -3.005647e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 247324 members 
Entering Unmasked Estep 
Score: -30056468.000000 Penalty: 6176.323242
	Iteration 112Q: 3 clusters Score -3.005647e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 247271 members 
Entering Unmasked Estep 
Score: -30056434.000000 Penalty: 6176.323242
	Iteration 113Q: 3 clusters Score -3.005643e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 247224 members 
Entering Unmasked Estep 
Score: -30056450.000000 Penalty: 6176.323242
	Iteration 114Q: 3 clusters Score -3.005645e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 247167 members 
Entering Unmasked Estep 
Score: -30056404.000000 Penalty: 6176.323242
	Iteration 115Q: 3 clusters Score -3.00564e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 247091 members 
Entering Unmasked Estep 
Score: -30056480.000000 Penalty: 6176.323242
	Iteration 116Q: 3 clusters Score -3.005648e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 247020 members 
Entering Unmasked Estep 
Score: -30056494.000000 Penalty: 6176.323242
	Iteration 117Q: 3 clusters Score -3.005649e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 246974 members 
Entering Unmasked Estep 
Score: -30056538.000000 Penalty: 6176.323242
	Iteration 118Q: 3 clusters Score -3.005654e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 246934 members 
Entering Unmasked Estep 
Score: -30056554.000000 Penalty: 6176.323242
	Iteration 119Q: 3 clusters Score -3.005655e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 246902 members 
Entering Unmasked Estep 
Score: -30056536.000000 Penalty: 6176.323242
	Iteration 120F: 3 clusters Score -3.005654e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8967 members 
Mstep: Class 2 contains 246862 members 
Entering Unmasked Estep 
Score: -30056544.000000 Penalty: 6176.323242
	Iteration 121Q: 3 clusters Score -3.005654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 246834 members 
Entering Unmasked Estep 
Score: -30056524.000000 Penalty: 6176.323242
	Iteration 122Q: 3 clusters Score -3.005652e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 246818 members 
Entering Unmasked Estep 
Score: -30056560.000000 Penalty: 6176.323242
	Iteration 123Q: 3 clusters Score -3.005656e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 246801 members 
Entering Unmasked Estep 
Score: -30056534.000000 Penalty: 6176.323242
	Iteration 124Q: 3 clusters Score -3.005653e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 246786 members 
Entering Unmasked Estep 
Score: -30056548.000000 Penalty: 6176.323242
	Iteration 125Q: 3 clusters Score -3.005655e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 246772 members 
Entering Unmasked Estep 
Score: -30056528.000000 Penalty: 6176.323242
	Iteration 126Q: 3 clusters Score -3.005653e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 246754 members 
Entering Unmasked Estep 
Score: -30056524.000000 Penalty: 6176.323242
	Iteration 127Q: 3 clusters Score -3.005652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 246739 members 
Entering Unmasked Estep 
Score: -30056546.000000 Penalty: 6176.323242
	Iteration 128Q: 3 clusters Score -3.005655e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 246727 members 
Entering Unmasked Estep 
Score: -30056538.000000 Penalty: 6176.323242
	Iteration 129Q: 3 clusters Score -3.005654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 246715 members 
Entering Unmasked Estep 
Score: -30056556.000000 Penalty: 6176.323242
	Iteration 130Q: 3 clusters Score -3.005656e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 246698 members 
Entering Unmasked Estep 
Score: -30056580.000000 Penalty: 6176.323242
	Iteration 131Q: 3 clusters Score -3.005658e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 246687 members 
Entering Unmasked Estep 
Score: -30056600.000000 Penalty: 6176.323242
	Iteration 132Q: 3 clusters Score -3.00566e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 246681 members 
Entering Unmasked Estep 
Score: -30056598.000000 Penalty: 6176.323242
	Iteration 133Q: 3 clusters Score -3.00566e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 246678 members 
Entering Unmasked Estep 
Score: -30056604.000000 Penalty: 6176.323242
	Iteration 134Q: 3 clusters Score -3.00566e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 246676 members 
Entering Unmasked Estep 
Score: -30056608.000000 Penalty: 6176.323242
	Iteration 135Q: 3 clusters Score -3.005661e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 246674 members 
Entering Unmasked Estep 
Score: -30056596.000000 Penalty: 6176.323242
	Iteration 136Q: 3 clusters Score -3.00566e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 246666 members 
Entering Unmasked Estep 
Score: -30056598.000000 Penalty: 6176.323242
	Iteration 137Q: 3 clusters Score -3.00566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 246659 members 
Entering Unmasked Estep 
Score: -30056600.000000 Penalty: 6176.323242
	Iteration 138Q: 3 clusters Score -3.00566e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 246643 members 
Entering Unmasked Estep 
Score: -30056590.000000 Penalty: 6176.323242
	Iteration 139Q: 3 clusters Score -3.005659e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 246634 members 
Entering Unmasked Estep 
Score: -30056614.000000 Penalty: 6176.323242
	Iteration 140F: 3 clusters Score -3.005661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 246623 members 
Entering Unmasked Estep 
Score: -30056606.000000 Penalty: 6176.323242
	Iteration 141Q: 3 clusters Score -3.005661e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 246612 members 
Entering Unmasked Estep 
Score: -30056598.000000 Penalty: 6176.323242
	Iteration 142Q: 3 clusters Score -3.00566e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 246609 members 
Entering Unmasked Estep 
Score: -30056606.000000 Penalty: 6176.323242
	Iteration 143Q: 3 clusters Score -3.005661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 246605 members 
Entering Unmasked Estep 
Score: -30056608.000000 Penalty: 6176.323242
	Iteration 144Q: 3 clusters Score -3.005661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 246601 members 
Entering Unmasked Estep 
Score: -30056614.000000 Penalty: 6176.323242
	Iteration 145Q: 3 clusters Score -3.005661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 246600 members 
Entering Unmasked Estep 
Score: -30056598.000000 Penalty: 6176.323242
	Iteration 146Q: 3 clusters Score -3.00566e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 246597 members 
Entering Unmasked Estep 
Score: -30056588.000000 Penalty: 6176.323242
	Iteration 147Q: 3 clusters Score -3.005659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 246598 members 
Entering Unmasked Estep 
Score: -30056600.000000 Penalty: 6176.323242
	Iteration 148Q: 3 clusters Score -3.00566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 246596 members 
Entering Unmasked Estep 
Score: -30056602.000000 Penalty: 6176.323242
	Iteration 149Q: 3 clusters Score -3.00566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9234 members 
Mstep: Class 2 contains 246595 members 
Entering Unmasked Estep 
Score: -30056600.000000 Penalty: 6176.323242
	Iteration 150Q: 3 clusters Score -3.00566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 246594 members 
Entering Unmasked Estep 
Score: -30056598.000000 Penalty: 6176.323242
	Iteration 151Q: 3 clusters Score -3.00566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 246593 members 
Entering Unmasked Estep 
Score: -30056614.000000 Penalty: 6176.323242
	Iteration 152Q: 3 clusters Score -3.005661e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 246592 members 
Entering Unmasked Estep 
Score: -30056602.000000 Penalty: 6176.323242
	Iteration 153Q: 3 clusters Score -3.00566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 246592 members 
Entering Unmasked Estep 
Score: -30056602.000000 Penalty: 6176.323242
	Iteration 154F: 3 clusters Score -3.00566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 17048 members 
Mstep: Class 4 contains 217637 members 
Mstep: Class 5 contains 263761 members 
Mstep: Class 6 contains 299704 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 16719 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 85535 members 
Mstep: Class 15 contains 21851 members 
Mstep: Class 16 contains 20818 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 55212 members 
Mstep: Class 19 contains 53550 members 
Mstep: Class 20 contains 28499 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 246592 members 
Entering Unmasked Estep 
Score: -161356576.000000 Penalty: 77285.476562
Splitting cluster 12 changes total score from -161310016.000000 to -161356576.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (85535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85535 members 
Entering Unmasked Estep 
Score: -9818298.000000 Penalty: 2816.456787
	Iteration 0F: 2 clusters Score -9818298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42597 members 
Mstep: Class 2 contains 42938 members 
Entering Unmasked Estep 
Score: -9761103.000000 Penalty: 5632.913574
	Iteration 0F: 3 clusters Score -9761103 nChanged 40272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -9784105.000000 Penalty: 5632.913574
	Iteration 1F: 3 clusters Score -9784105 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -9784836.000000 Penalty: 5632.913574
	Iteration 2Q: 3 clusters Score -9784836 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 46144 members 
Entering Unmasked Estep 
Score: -9785729.000000 Penalty: 5632.913574
	Iteration 3Q: 3 clusters Score -9785729 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 47972 members 
Entering Unmasked Estep 
Score: -9786837.000000 Penalty: 5632.913574
	Iteration 4Q: 3 clusters Score -9786837 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34863 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -9788463.000000 Penalty: 5632.913574
	Iteration 5Q: 3 clusters Score -9788463 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31134 members 
Mstep: Class 2 contains 54401 members 
Entering Unmasked Estep 
Score: -9790854.000000 Penalty: 5632.913574
	Iteration 6F: 3 clusters Score -9790854 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 59200 members 
Entering Unmasked Estep 
Score: -9794568.000000 Penalty: 5632.913574
	Iteration 7F: 3 clusters Score -9794568 nChanged 5962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 64764 members 
Entering Unmasked Estep 
Score: -9799438.000000 Penalty: 5632.913574
	Iteration 8F: 3 clusters Score -9799438 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 69960 members 
Entering Unmasked Estep 
Score: -9804188.000000 Penalty: 5632.913574
	Iteration 9F: 3 clusters Score -9804188 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 73868 members 
Entering Unmasked Estep 
Score: -9807970.000000 Penalty: 5632.913574
	Iteration 10Q: 3 clusters Score -9807970 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 76467 members 
Entering Unmasked Estep 
Score: -9810616.000000 Penalty: 5632.913574
	Iteration 11Q: 3 clusters Score -9810616 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 78179 members 
Entering Unmasked Estep 
Score: -9812518.000000 Penalty: 5632.913574
	Iteration 12Q: 3 clusters Score -9812518 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 79235 members 
Entering Unmasked Estep 
Score: -9813774.000000 Penalty: 5632.913574
	Iteration 13Q: 3 clusters Score -9813774 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 79867 members 
Entering Unmasked Estep 
Score: -9814482.000000 Penalty: 5632.913574
	Iteration 14Q: 3 clusters Score -9814482 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 80292 members 
Entering Unmasked Estep 
Score: -9814904.000000 Penalty: 5632.913574
	Iteration 15Q: 3 clusters Score -9814904 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 80628 members 
Entering Unmasked Estep 
Score: -9815170.000000 Penalty: 5632.913574
	Iteration 16Q: 3 clusters Score -9815170 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 80844 members 
Entering Unmasked Estep 
Score: -9815346.000000 Penalty: 5632.913574
	Iteration 17Q: 3 clusters Score -9815346 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -9815437.000000 Penalty: 5632.913574
	Iteration 18Q: 3 clusters Score -9815437 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 81206 members 
Entering Unmasked Estep 
Score: -9815505.000000 Penalty: 5632.913574
	Iteration 19Q: 3 clusters Score -9815505 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 81349 members 
Entering Unmasked Estep 
Score: -9815541.000000 Penalty: 5632.913574
	Iteration 20F: 3 clusters Score -9815541 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 81487 members 
Entering Unmasked Estep 
Score: -9815625.000000 Penalty: 5632.913574
	Iteration 21Q: 3 clusters Score -9815625 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 81617 members 
Entering Unmasked Estep 
Score: -9815688.000000 Penalty: 5632.913574
	Iteration 22Q: 3 clusters Score -9815688 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 81727 members 
Entering Unmasked Estep 
Score: -9815703.000000 Penalty: 5632.913574
	Iteration 23Q: 3 clusters Score -9815703 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 81824 members 
Entering Unmasked Estep 
Score: -9815742.000000 Penalty: 5632.913574
	Iteration 24Q: 3 clusters Score -9815742 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -9815784.000000 Penalty: 5632.913574
	Iteration 25Q: 3 clusters Score -9815784 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 82001 members 
Entering Unmasked Estep 
Score: -9815819.000000 Penalty: 5632.913574
	Iteration 26Q: 3 clusters Score -9815819 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 82065 members 
Entering Unmasked Estep 
Score: -9815844.000000 Penalty: 5632.913574
	Iteration 27Q: 3 clusters Score -9815844 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 82121 members 
Entering Unmasked Estep 
Score: -9815855.000000 Penalty: 5632.913574
	Iteration 28Q: 3 clusters Score -9815855 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 82175 members 
Entering Unmasked Estep 
Score: -9815860.000000 Penalty: 5632.913574
	Iteration 29Q: 3 clusters Score -9815860 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -9815876.000000 Penalty: 5632.913574
	Iteration 30Q: 3 clusters Score -9815876 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 82276 members 
Entering Unmasked Estep 
Score: -9815880.000000 Penalty: 5632.913574
	Iteration 31Q: 3 clusters Score -9815880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 82314 members 
Entering Unmasked Estep 
Score: -9815887.000000 Penalty: 5632.913574
	Iteration 32Q: 3 clusters Score -9815887 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -9815888.000000 Penalty: 5632.913574
	Iteration 33Q: 3 clusters Score -9815888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 82372 members 
Entering Unmasked Estep 
Score: -9815879.000000 Penalty: 5632.913574
	Iteration 34Q: 3 clusters Score -9815879 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 82403 members 
Entering Unmasked Estep 
Score: -9815902.000000 Penalty: 5632.913574
	Iteration 35Q: 3 clusters Score -9815902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 82425 members 
Entering Unmasked Estep 
Score: -9815897.000000 Penalty: 5632.913574
	Iteration 36Q: 3 clusters Score -9815897 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 82442 members 
Entering Unmasked Estep 
Score: -9815891.000000 Penalty: 5632.913574
	Iteration 37Q: 3 clusters Score -9815891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 82457 members 
Entering Unmasked Estep 
Score: -9815911.000000 Penalty: 5632.913574
	Iteration 38Q: 3 clusters Score -9815911 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 82471 members 
Entering Unmasked Estep 
Score: -9815910.000000 Penalty: 5632.913574
	Iteration 39Q: 3 clusters Score -9815910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 82484 members 
Entering Unmasked Estep 
Score: -9815904.000000 Penalty: 5632.913574
	Iteration 40F: 3 clusters Score -9815904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 82493 members 
Entering Unmasked Estep 
Score: -9815923.000000 Penalty: 5632.913574
	Iteration 41Q: 3 clusters Score -9815923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 82499 members 
Entering Unmasked Estep 
Score: -9815931.000000 Penalty: 5632.913574
	Iteration 42Q: 3 clusters Score -9815931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 82507 members 
Entering Unmasked Estep 
Score: -9815931.000000 Penalty: 5632.913574
	Iteration 43Q: 3 clusters Score -9815931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 82518 members 
Entering Unmasked Estep 
Score: -9815939.000000 Penalty: 5632.913574
	Iteration 44Q: 3 clusters Score -9815939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 82531 members 
Entering Unmasked Estep 
Score: -9815946.000000 Penalty: 5632.913574
	Iteration 45Q: 3 clusters Score -9815946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 82546 members 
Entering Unmasked Estep 
Score: -9815927.000000 Penalty: 5632.913574
	Iteration 46Q: 3 clusters Score -9815927 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 82561 members 
Entering Unmasked Estep 
Score: -9815925.000000 Penalty: 5632.913574
	Iteration 47Q: 3 clusters Score -9815925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 82571 members 
Entering Unmasked Estep 
Score: -9815931.000000 Penalty: 5632.913574
	Iteration 48Q: 3 clusters Score -9815931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 82577 members 
Entering Unmasked Estep 
Score: -9815933.000000 Penalty: 5632.913574
	Iteration 49Q: 3 clusters Score -9815933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 82582 members 
Entering Unmasked Estep 
Score: -9815927.000000 Penalty: 5632.913574
	Iteration 50Q: 3 clusters Score -9815927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 82586 members 
Entering Unmasked Estep 
Score: -9815929.000000 Penalty: 5632.913574
	Iteration 51Q: 3 clusters Score -9815929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 82590 members 
Entering Unmasked Estep 
Score: -9815933.000000 Penalty: 5632.913574
	Iteration 52Q: 3 clusters Score -9815933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 82593 members 
Entering Unmasked Estep 
Score: -9815936.000000 Penalty: 5632.913574
	Iteration 53Q: 3 clusters Score -9815936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 82595 members 
Entering Unmasked Estep 
Score: -9815944.000000 Penalty: 5632.913574
	Iteration 54Q: 3 clusters Score -9815944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 82598 members 
Entering Unmasked Estep 
Score: -9815935.000000 Penalty: 5632.913574
	Iteration 55Q: 3 clusters Score -9815935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 82600 members 
Entering Unmasked Estep 
Score: -9815928.000000 Penalty: 5632.913574
	Iteration 56Q: 3 clusters Score -9815928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 82602 members 
Entering Unmasked Estep 
Score: -9815928.000000 Penalty: 5632.913574
	Iteration 57Q: 3 clusters Score -9815928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 82605 members 
Entering Unmasked Estep 
Score: -9815940.000000 Penalty: 5632.913574
	Iteration 58Q: 3 clusters Score -9815940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -9815940.000000 Penalty: 5632.913574
	Iteration 59Q: 3 clusters Score -9815940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -9815939.000000 Penalty: 5632.913574
	Iteration 60F: 3 clusters Score -9815939 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 82616 members 
Entering Unmasked Estep 
Score: -9815941.000000 Penalty: 5632.913574
	Iteration 61Q: 3 clusters Score -9815941 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -9815944.000000 Penalty: 5632.913574
	Iteration 62Q: 3 clusters Score -9815944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 82617 members 
Entering Unmasked Estep 
Score: -9815944.000000 Penalty: 5632.913574
	Iteration 63F: 3 clusters Score -9815944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (21851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21851 members 
Entering Unmasked Estep 
Score: -2488317.750000 Penalty: 2478.016357
	Iteration 0F: 2 clusters Score -2488318 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2473064.500000 Penalty: 4956.032715
	Iteration 0F: 3 clusters Score -2473064 nChanged 9729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -2478334.750000 Penalty: 4956.032715
	Iteration 1F: 3 clusters Score -2478335 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11427 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2478944.000000 Penalty: 4956.032715
	Iteration 2F: 3 clusters Score -2478944 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2479627.250000 Penalty: 4956.032715
	Iteration 3F: 3 clusters Score -2479627 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2480543.500000 Penalty: 4956.032715
	Iteration 4F: 3 clusters Score -2480544 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -2481705.250000 Penalty: 4956.032715
	Iteration 5F: 3 clusters Score -2481705 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -2483042.750000 Penalty: 4956.032715
	Iteration 6F: 3 clusters Score -2483043 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14199 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2484430.500000 Penalty: 4956.032715
	Iteration 7F: 3 clusters Score -2484430 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2485521.750000 Penalty: 4956.032715
	Iteration 8F: 3 clusters Score -2485522 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2486205.250000 Penalty: 4956.032715
	Iteration 9Q: 3 clusters Score -2486205 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14712 members 
Mstep: Class 2 contains 7139 members 
Entering Unmasked Estep 
Score: -2486511.000000 Penalty: 4956.032715
	Iteration 10Q: 3 clusters Score -2486511 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -2486659.000000 Penalty: 4956.032715
	Iteration 11Q: 3 clusters Score -2486659 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -2486740.250000 Penalty: 4956.032715
	Iteration 12Q: 3 clusters Score -2486740 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -2486790.500000 Penalty: 4956.032715
	Iteration 13Q: 3 clusters Score -2486790 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -2486845.000000 Penalty: 4956.032715
	Iteration 14Q: 3 clusters Score -2486845 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -2486876.000000 Penalty: 4956.032715
	Iteration 15Q: 3 clusters Score -2486876 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2486904.250000 Penalty: 4956.032715
	Iteration 16Q: 3 clusters Score -2486904 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -2486925.750000 Penalty: 4956.032715
	Iteration 17Q: 3 clusters Score -2486926 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -2486936.250000 Penalty: 4956.032715
	Iteration 18Q: 3 clusters Score -2486936 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -2486950.250000 Penalty: 4956.032715
	Iteration 19Q: 3 clusters Score -2486950 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14633 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -2486955.750000 Penalty: 4956.032715
	Iteration 20F: 3 clusters Score -2486956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -2486964.000000 Penalty: 4956.032715
	Iteration 21Q: 3 clusters Score -2486964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -2486963.250000 Penalty: 4956.032715
	Iteration 22Q: 3 clusters Score -2486963 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2486965.500000 Penalty: 4956.032715
	Iteration 23Q: 3 clusters Score -2486966 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2486968.500000 Penalty: 4956.032715
	Iteration 24Q: 3 clusters Score -2486968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2486970.500000 Penalty: 4956.032715
	Iteration 25Q: 3 clusters Score -2486970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2486970.500000 Penalty: 4956.032715
	Iteration 26Q: 3 clusters Score -2486970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2486970.750000 Penalty: 4956.032715
	Iteration 27Q: 3 clusters Score -2486971 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -2486967.250000 Penalty: 4956.032715
	Iteration 28Q: 3 clusters Score -2486967 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2486973.000000 Penalty: 4956.032715
	Iteration 29Q: 3 clusters Score -2486973 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -2486972.750000 Penalty: 4956.032715
	Iteration 30Q: 3 clusters Score -2486973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -2486979.250000 Penalty: 4956.032715
	Iteration 31Q: 3 clusters Score -2486979 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2486982.000000 Penalty: 4956.032715
	Iteration 32Q: 3 clusters Score -2486982 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2486982.000000 Penalty: 4956.032715
	Iteration 33Q: 3 clusters Score -2486982 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -2486988.500000 Penalty: 4956.032715
	Iteration 34Q: 3 clusters Score -2486988 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2486997.250000 Penalty: 4956.032715
	Iteration 35Q: 3 clusters Score -2486997 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14720 members 
Mstep: Class 2 contains 7131 members 
Entering Unmasked Estep 
Score: -2486997.250000 Penalty: 4956.032715
	Iteration 36Q: 3 clusters Score -2486997 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2486999.500000 Penalty: 4956.032715
	Iteration 37Q: 3 clusters Score -2487000 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14752 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2487006.250000 Penalty: 4956.032715
	Iteration 38Q: 3 clusters Score -2487006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2487009.250000 Penalty: 4956.032715
	Iteration 39Q: 3 clusters Score -2487009 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -2487011.750000 Penalty: 4956.032715
	Iteration 40F: 3 clusters Score -2487012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -2487014.250000 Penalty: 4956.032715
	Iteration 41Q: 3 clusters Score -2487014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -2487013.750000 Penalty: 4956.032715
	Iteration 42Q: 3 clusters Score -2487014 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2487011.250000 Penalty: 4956.032715
	Iteration 43Q: 3 clusters Score -2487011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2487007.750000 Penalty: 4956.032715
	Iteration 44Q: 3 clusters Score -2487008 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 7004 members 
Entering Unmasked Estep 
Score: -2487008.000000 Penalty: 4956.032715
	Iteration 45Q: 3 clusters Score -2487008 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2487013.750000 Penalty: 4956.032715
	Iteration 46Q: 3 clusters Score -2487014 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -2487017.250000 Penalty: 4956.032715
	Iteration 47Q: 3 clusters Score -2487017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -2487022.500000 Penalty: 4956.032715
	Iteration 48Q: 3 clusters Score -2487022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 6937 members 
Entering Unmasked Estep 
Score: -2487027.250000 Penalty: 4956.032715
	Iteration 49Q: 3 clusters Score -2487027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -2487025.000000 Penalty: 4956.032715
	Iteration 50Q: 3 clusters Score -2487025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -2487026.500000 Penalty: 4956.032715
	Iteration 51Q: 3 clusters Score -2487026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14966 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -2487027.750000 Penalty: 4956.032715
	Iteration 52Q: 3 clusters Score -2487028 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -2487036.250000 Penalty: 4956.032715
	Iteration 53Q: 3 clusters Score -2487036 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2487036.500000 Penalty: 4956.032715
	Iteration 54Q: 3 clusters Score -2487036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2487029.500000 Penalty: 4956.032715
	Iteration 55Q: 3 clusters Score -2487030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2487032.250000 Penalty: 4956.032715
	Iteration 56Q: 3 clusters Score -2487032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15023 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -2487033.000000 Penalty: 4956.032715
	Iteration 57Q: 3 clusters Score -2487033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15027 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2487032.750000 Penalty: 4956.032715
	Iteration 58Q: 3 clusters Score -2487033 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -2487030.250000 Penalty: 4956.032715
	Iteration 59Q: 3 clusters Score -2487030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2487032.250000 Penalty: 4956.032715
	Iteration 60F: 3 clusters Score -2487032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15037 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -2487033.500000 Penalty: 4956.032715
	Iteration 61Q: 3 clusters Score -2487034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -2487033.750000 Penalty: 4956.032715
	Iteration 62Q: 3 clusters Score -2487034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2487032.500000 Penalty: 4956.032715
	Iteration 63Q: 3 clusters Score -2487032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2487034.750000 Penalty: 4956.032715
	Iteration 64Q: 3 clusters Score -2487035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2487035.000000 Penalty: 4956.032715
	Iteration 65Q: 3 clusters Score -2487035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2487033.000000 Penalty: 4956.032715
	Iteration 66Q: 3 clusters Score -2487033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2487030.500000 Penalty: 4956.032715
	Iteration 67Q: 3 clusters Score -2487030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -2487033.250000 Penalty: 4956.032715
	Iteration 68Q: 3 clusters Score -2487033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -2487036.000000 Penalty: 4956.032715
	Iteration 69Q: 3 clusters Score -2487036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -2487036.500000 Penalty: 4956.032715
	Iteration 70Q: 3 clusters Score -2487036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -2487033.750000 Penalty: 4956.032715
	Iteration 71Q: 3 clusters Score -2487034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -2487034.750000 Penalty: 4956.032715
	Iteration 72Q: 3 clusters Score -2487035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -2487034.500000 Penalty: 4956.032715
	Iteration 73Q: 3 clusters Score -2487034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -2487033.750000 Penalty: 4956.032715
	Iteration 74Q: 3 clusters Score -2487034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2487031.250000 Penalty: 4956.032715
	Iteration 75Q: 3 clusters Score -2487031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -2487032.750000 Penalty: 4956.032715
	Iteration 76Q: 3 clusters Score -2487033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2487035.500000 Penalty: 4956.032715
	Iteration 77Q: 3 clusters Score -2487036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -2487044.250000 Penalty: 4956.032715
	Iteration 78Q: 3 clusters Score -2487044 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -2487040.750000 Penalty: 4956.032715
	Iteration 79Q: 3 clusters Score -2487041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -2487036.500000 Penalty: 4956.032715
	Iteration 80F: 3 clusters Score -2487036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2487036.750000 Penalty: 4956.032715
	Iteration 81Q: 3 clusters Score -2487037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2487036.750000 Penalty: 4956.032715
	Iteration 82Q: 3 clusters Score -2487037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2487039.000000 Penalty: 4956.032715
	Iteration 83Q: 3 clusters Score -2487039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2487043.000000 Penalty: 4956.032715
	Iteration 84Q: 3 clusters Score -2487043 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15121 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2487039.750000 Penalty: 4956.032715
	Iteration 85Q: 3 clusters Score -2487040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15124 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -2487039.750000 Penalty: 4956.032715
	Iteration 86Q: 3 clusters Score -2487040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2487037.500000 Penalty: 4956.032715
	Iteration 87Q: 3 clusters Score -2487038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -2487037.500000 Penalty: 4956.032715
	Iteration 88F: 3 clusters Score -2487038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (20818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Entering Unmasked Estep 
Score: -1926335.750000 Penalty: 2466.006104
	Iteration 0F: 2 clusters Score -1926336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1911853.375000 Penalty: 4932.012207
	Iteration 0F: 3 clusters Score -1911853 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10581 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1917403.875000 Penalty: 4932.012207
	Iteration 1F: 3 clusters Score -1917404 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1918717.750000 Penalty: 4932.012207
	Iteration 2F: 3 clusters Score -1918718 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1921153.250000 Penalty: 4932.012207
	Iteration 3F: 3 clusters Score -1921153 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -1924563.125000 Penalty: 4932.012207
	Iteration 4F: 3 clusters Score -1924563 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -1927283.375000 Penalty: 4932.012207
	Iteration 5F: 3 clusters Score -1927283 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1928934.375000 Penalty: 4932.012207
	Iteration 6F: 3 clusters Score -1928934 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -1929829.750000 Penalty: 4932.012207
	Iteration 7F: 3 clusters Score -1929830 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -1930281.375000 Penalty: 4932.012207
	Iteration 8Q: 3 clusters Score -1930281 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1930517.125000 Penalty: 4932.012207
	Iteration 9Q: 3 clusters Score -1930517 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1930668.125000 Penalty: 4932.012207
	Iteration 10Q: 3 clusters Score -1930668 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -1930756.500000 Penalty: 4932.012207
	Iteration 11Q: 3 clusters Score -1930756 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -1930788.875000 Penalty: 4932.012207
	Iteration 12Q: 3 clusters Score -1930789 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -1930814.125000 Penalty: 4932.012207
	Iteration 13Q: 3 clusters Score -1930814 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -1930826.500000 Penalty: 4932.012207
	Iteration 14Q: 3 clusters Score -1930826 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -1930831.625000 Penalty: 4932.012207
	Iteration 15Q: 3 clusters Score -1930832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -1930829.250000 Penalty: 4932.012207
	Iteration 16Q: 3 clusters Score -1930829 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -1930827.875000 Penalty: 4932.012207
	Iteration 17Q: 3 clusters Score -1930828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1930829.750000 Penalty: 4932.012207
	Iteration 18Q: 3 clusters Score -1930830 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -1930841.375000 Penalty: 4932.012207
	Iteration 19Q: 3 clusters Score -1930841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8395 members 
Mstep: Class 2 contains 12423 members 
Entering Unmasked Estep 
Score: -1930842.750000 Penalty: 4932.012207
	Iteration 20F: 3 clusters Score -1930843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -1930844.250000 Penalty: 4932.012207
	Iteration 21Q: 3 clusters Score -1930844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -1930846.625000 Penalty: 4932.012207
	Iteration 22Q: 3 clusters Score -1930847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -1930846.750000 Penalty: 4932.012207
	Iteration 23Q: 3 clusters Score -1930847 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1930843.875000 Penalty: 4932.012207
	Iteration 24Q: 3 clusters Score -1930844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1930843.250000 Penalty: 4932.012207
	Iteration 25Q: 3 clusters Score -1930843 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1930844.250000 Penalty: 4932.012207
	Iteration 26Q: 3 clusters Score -1930844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1930842.750000 Penalty: 4932.012207
	Iteration 27Q: 3 clusters Score -1930843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -1930842.750000 Penalty: 4932.012207
	Iteration 28F: 3 clusters Score -1930843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 17048 members 
Mstep: Class 4 contains 217637 members 
Mstep: Class 5 contains 263761 members 
Mstep: Class 6 contains 299704 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 16719 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 85535 members 
Mstep: Class 15 contains 21851 members 
Mstep: Class 16 contains 8406 members 
Mstep: Class 17 contains 11055 members 
Mstep: Class 18 contains 55212 members 
Mstep: Class 19 contains 53550 members 
Mstep: Class 20 contains 28499 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 246592 members 
Mstep: Class 23 contains 12412 members 
Entering Unmasked Estep 
Score: -161358112.000000 Penalty: 80798.445312
Splitting cluster 16 changes total score from -161310016.000000 to -161358112.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 17 (11055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Entering Unmasked Estep 
Score: -1238951.750000 Penalty: 2309.038330
	Iteration 0F: 2 clusters Score -1238952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1230621.250000 Penalty: 4618.076660
	Iteration 0F: 3 clusters Score -1230621 nChanged 4684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1233177.000000 Penalty: 4618.076660
	Iteration 1F: 3 clusters Score -1233177 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1233631.250000 Penalty: 4618.076660
	Iteration 2F: 3 clusters Score -1233631 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1233994.125000 Penalty: 4618.076660
	Iteration 3F: 3 clusters Score -1233994 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -1234299.125000 Penalty: 4618.076660
	Iteration 4F: 3 clusters Score -1234299 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1234627.625000 Penalty: 4618.076660
	Iteration 5Q: 3 clusters Score -1234628 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1235006.500000 Penalty: 4618.076660
	Iteration 6Q: 3 clusters Score -1235006 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1235457.625000 Penalty: 4618.076660
	Iteration 7Q: 3 clusters Score -1235458 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -1235933.125000 Penalty: 4618.076660
	Iteration 8Q: 3 clusters Score -1235933 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7644 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1236437.375000 Penalty: 4618.076660
	Iteration 9Q: 3 clusters Score -1236437 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1236842.125000 Penalty: 4618.076660
	Iteration 10Q: 3 clusters Score -1236842 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1237188.625000 Penalty: 4618.076660
	Iteration 11Q: 3 clusters Score -1237189 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -1237551.750000 Penalty: 4618.076660
	Iteration 12Q: 3 clusters Score -1237552 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1238022.250000 Penalty: 4618.076660
	Iteration 13Q: 3 clusters Score -1238022 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -1238608.875000 Penalty: 4618.076660
	Iteration 14Q: 3 clusters Score -1238609 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1239260.375000 Penalty: 4618.076660
	Iteration 15Q: 3 clusters Score -1239260 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1239775.375000 Penalty: 4618.076660
	Iteration 16Q: 3 clusters Score -1239775 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1240057.250000 Penalty: 4618.076660
	Iteration 17Q: 3 clusters Score -1240057 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1240215.625000 Penalty: 4618.076660
	Iteration 18Q: 3 clusters Score -1240216 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1240311.875000 Penalty: 4618.076660
	Iteration 19Q: 3 clusters Score -1240312 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8752 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1240386.375000 Penalty: 4618.076660
	Iteration 20F: 3 clusters Score -1240386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1240449.125000 Penalty: 4618.076660
	Iteration 21Q: 3 clusters Score -1240449 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1240480.875000 Penalty: 4618.076660
	Iteration 22Q: 3 clusters Score -1240481 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1240499.000000 Penalty: 4618.076660
	Iteration 23Q: 3 clusters Score -1240499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1240509.625000 Penalty: 4618.076660
	Iteration 24Q: 3 clusters Score -1240510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8947 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1240516.625000 Penalty: 4618.076660
	Iteration 25Q: 3 clusters Score -1240517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -1240517.875000 Penalty: 4618.076660
	Iteration 26Q: 3 clusters Score -1240518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1240520.375000 Penalty: 4618.076660
	Iteration 27Q: 3 clusters Score -1240520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1240528.750000 Penalty: 4618.076660
	Iteration 28Q: 3 clusters Score -1240529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1240534.750000 Penalty: 4618.076660
	Iteration 29Q: 3 clusters Score -1240535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1240533.375000 Penalty: 4618.076660
	Iteration 30Q: 3 clusters Score -1240533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1240533.375000 Penalty: 4618.076660
	Iteration 31Q: 3 clusters Score -1240533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1240530.750000 Penalty: 4618.076660
	Iteration 32Q: 3 clusters Score -1240531 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1240531.750000 Penalty: 4618.076660
	Iteration 33Q: 3 clusters Score -1240532 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -1240533.625000 Penalty: 4618.076660
	Iteration 34Q: 3 clusters Score -1240534 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1240532.000000 Penalty: 4618.076660
	Iteration 35Q: 3 clusters Score -1240532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1240532.000000 Penalty: 4618.076660
	Iteration 36F: 3 clusters Score -1240532 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 17048 members 
Mstep: Class 4 contains 217637 members 
Mstep: Class 5 contains 263761 members 
Mstep: Class 6 contains 299704 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 16719 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 13 contains 2738 members 
Mstep: Class 14 contains 85535 members 
Mstep: Class 15 contains 21851 members 
Mstep: Class 16 contains 8406 members 
Mstep: Class 17 contains 9006 members 
Mstep: Class 18 contains 55212 members 
Mstep: Class 19 contains 53550 members 
Mstep: Class 20 contains 28499 members 
Mstep: Class 21 contains 561 members 
Mstep: Class 22 contains 246592 members 
Mstep: Class 23 contains 12412 members 
Mstep: Class 24 contains 2049 members 
Entering Unmasked Estep 
Score: -161358240.000000 Penalty: 84311.421875
Splitting cluster 17 changes total score from -161310016.000000 to -161358240.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 18 (55212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55212 members 
Entering Unmasked Estep 
Score: -6605384.500000 Penalty: 2707.895996
	Iteration 0F: 2 clusters Score -6605384 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -6568328.500000 Penalty: 5415.791992
	Iteration 0F: 3 clusters Score -6568328 nChanged 25584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -6582698.000000 Penalty: 5415.791992
	Iteration 1F: 3 clusters Score -6582698 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 30113 members 
Entering Unmasked Estep 
Score: -6583577.500000 Penalty: 5415.791992
	Iteration 2Q: 3 clusters Score -6583578 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 31234 members 
Entering Unmasked Estep 
Score: -6584774.500000 Penalty: 5415.791992
	Iteration 3Q: 3 clusters Score -6584774 nChanged 2884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -6586538.000000 Penalty: 5415.791992
	Iteration 4F: 3 clusters Score -6586538 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20741 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6588931.500000 Penalty: 5415.791992
	Iteration 5F: 3 clusters Score -6588932 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -6591719.500000 Penalty: 5415.791992
	Iteration 6F: 3 clusters Score -6591720 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 38042 members 
Entering Unmasked Estep 
Score: -6594350.500000 Penalty: 5415.791992
	Iteration 7F: 3 clusters Score -6594350 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 39593 members 
Entering Unmasked Estep 
Score: -6596588.500000 Penalty: 5415.791992
	Iteration 8F: 3 clusters Score -6596588 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 40905 members 
Entering Unmasked Estep 
Score: -6598424.000000 Penalty: 5415.791992
	Iteration 9Q: 3 clusters Score -6598424 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13224 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -6599603.000000 Penalty: 5415.791992
	Iteration 10Q: 3 clusters Score -6599603 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 42805 members 
Entering Unmasked Estep 
Score: -6600305.000000 Penalty: 5415.791992
	Iteration 11Q: 3 clusters Score -6600305 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 43447 members 
Entering Unmasked Estep 
Score: -6600770.000000 Penalty: 5415.791992
	Iteration 12Q: 3 clusters Score -6600770 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -6600978.500000 Penalty: 5415.791992
	Iteration 13Q: 3 clusters Score -6600978 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -6601113.500000 Penalty: 5415.791992
	Iteration 14Q: 3 clusters Score -6601114 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 44732 members 
Entering Unmasked Estep 
Score: -6601169.500000 Penalty: 5415.791992
	Iteration 15Q: 3 clusters Score -6601170 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -6601230.500000 Penalty: 5415.791992
	Iteration 16Q: 3 clusters Score -6601230 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 45334 members 
Entering Unmasked Estep 
Score: -6601299.500000 Penalty: 5415.791992
	Iteration 17Q: 3 clusters Score -6601300 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -6601335.500000 Penalty: 5415.791992
	Iteration 18Q: 3 clusters Score -6601336 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9337 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -6601351.000000 Penalty: 5415.791992
	Iteration 19Q: 3 clusters Score -6601351 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -6601394.500000 Penalty: 5415.791992
	Iteration 20F: 3 clusters Score -6601394 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 46424 members 
Entering Unmasked Estep 
Score: -6601422.000000 Penalty: 5415.791992
	Iteration 21Q: 3 clusters Score -6601422 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -6601465.000000 Penalty: 5415.791992
	Iteration 22Q: 3 clusters Score -6601465 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 46947 members 
Entering Unmasked Estep 
Score: -6601502.000000 Penalty: 5415.791992
	Iteration 23Q: 3 clusters Score -6601502 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 47201 members 
Entering Unmasked Estep 
Score: -6601537.000000 Penalty: 5415.791992
	Iteration 24Q: 3 clusters Score -6601537 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 47447 members 
Entering Unmasked Estep 
Score: -6601583.500000 Penalty: 5415.791992
	Iteration 25Q: 3 clusters Score -6601584 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 47690 members 
Entering Unmasked Estep 
Score: -6601631.500000 Penalty: 5415.791992
	Iteration 26Q: 3 clusters Score -6601632 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -6601689.000000 Penalty: 5415.791992
	Iteration 27Q: 3 clusters Score -6601689 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 48189 members 
Entering Unmasked Estep 
Score: -6601770.000000 Penalty: 5415.791992
	Iteration 28Q: 3 clusters Score -6601770 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 48424 members 
Entering Unmasked Estep 
Score: -6601794.500000 Penalty: 5415.791992
	Iteration 29Q: 3 clusters Score -6601794 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -6601846.500000 Penalty: 5415.791992
	Iteration 30Q: 3 clusters Score -6601846 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 48855 members 
Entering Unmasked Estep 
Score: -6601888.500000 Penalty: 5415.791992
	Iteration 31Q: 3 clusters Score -6601888 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 49058 members 
Entering Unmasked Estep 
Score: -6601919.500000 Penalty: 5415.791992
	Iteration 32Q: 3 clusters Score -6601920 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 49256 members 
Entering Unmasked Estep 
Score: -6601958.000000 Penalty: 5415.791992
	Iteration 33Q: 3 clusters Score -6601958 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 49470 members 
Entering Unmasked Estep 
Score: -6601999.000000 Penalty: 5415.791992
	Iteration 34Q: 3 clusters Score -6601999 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 49676 members 
Entering Unmasked Estep 
Score: -6602046.500000 Penalty: 5415.791992
	Iteration 35Q: 3 clusters Score -6602046 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 49884 members 
Entering Unmasked Estep 
Score: -6602100.500000 Penalty: 5415.791992
	Iteration 36Q: 3 clusters Score -6602100 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -6602152.500000 Penalty: 5415.791992
	Iteration 37Q: 3 clusters Score -6602152 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -6602189.000000 Penalty: 5415.791992
	Iteration 38Q: 3 clusters Score -6602189 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 50535 members 
Entering Unmasked Estep 
Score: -6602263.000000 Penalty: 5415.791992
	Iteration 39Q: 3 clusters Score -6602263 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -6602315.000000 Penalty: 5415.791992
	Iteration 40F: 3 clusters Score -6602315 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 50959 members 
Entering Unmasked Estep 
Score: -6602360.000000 Penalty: 5415.791992
	Iteration 41Q: 3 clusters Score -6602360 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 51146 members 
Entering Unmasked Estep 
Score: -6602414.000000 Penalty: 5415.791992
	Iteration 42Q: 3 clusters Score -6602414 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 51337 members 
Entering Unmasked Estep 
Score: -6602453.500000 Penalty: 5415.791992
	Iteration 43Q: 3 clusters Score -6602454 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 51501 members 
Entering Unmasked Estep 
Score: -6602476.500000 Penalty: 5415.791992
	Iteration 44Q: 3 clusters Score -6602476 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 51667 members 
Entering Unmasked Estep 
Score: -6602551.500000 Penalty: 5415.791992
	Iteration 45Q: 3 clusters Score -6602552 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 51837 members 
Entering Unmasked Estep 
Score: -6602580.000000 Penalty: 5415.791992
	Iteration 46Q: 3 clusters Score -6602580 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 51999 members 
Entering Unmasked Estep 
Score: -6602608.000000 Penalty: 5415.791992
	Iteration 47Q: 3 clusters Score -6602608 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 52150 members 
Entering Unmasked Estep 
Score: -6602665.500000 Penalty: 5415.791992
	Iteration 48Q: 3 clusters Score -6602666 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 52284 members 
Entering Unmasked Estep 
Score: -6602696.000000 Penalty: 5415.791992
	Iteration 49Q: 3 clusters Score -6602696 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 52409 members 
Entering Unmasked Estep 
Score: -6602729.000000 Penalty: 5415.791992
	Iteration 50Q: 3 clusters Score -6602729 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 52519 members 
Entering Unmasked Estep 
Score: -6602767.500000 Penalty: 5415.791992
	Iteration 51Q: 3 clusters Score -6602768 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 52635 members 
Entering Unmasked Estep 
Score: -6602822.000000 Penalty: 5415.791992
	Iteration 52Q: 3 clusters Score -6602822 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 52739 members 
Entering Unmasked Estep 
Score: -6602844.500000 Penalty: 5415.791992
	Iteration 53Q: 3 clusters Score -6602844 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -6602877.500000 Penalty: 5415.791992
	Iteration 54Q: 3 clusters Score -6602878 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 52926 members 
Entering Unmasked Estep 
Score: -6602892.000000 Penalty: 5415.791992
	Iteration 55Q: 3 clusters Score -6602892 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 52994 members 
Entering Unmasked Estep 
Score: -6602915.500000 Penalty: 5415.791992
	Iteration 56Q: 3 clusters Score -6602916 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -6602927.500000 Penalty: 5415.791992
	Iteration 57Q: 3 clusters Score -6602928 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -6602935.500000 Penalty: 5415.791992
	Iteration 58Q: 3 clusters Score -6602936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 53143 members 
Entering Unmasked Estep 
Score: -6602941.500000 Penalty: 5415.791992
	Iteration 59Q: 3 clusters Score -6602942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -6602947.500000 Penalty: 5415.791992
	Iteration 60F: 3 clusters Score -6602948 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 53221 members 
Entering Unmasked Estep 
Score: -6602973.000000 Penalty: 5415.791992
	Iteration 61Q: 3 clusters Score -6602973 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 53258 members 
Entering Unmasked Estep 
Score: -6602974.000000 Penalty: 5415.791992
	Iteration 62Q: 3 clusters Score -6602974 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 53298 members 
Entering Unmasked Estep 
Score: -6602988.500000 Penalty: 5415.791992
	Iteration 63Q: 3 clusters Score -6602988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 53327 members 
Entering Unmasked Estep 
Score: -6603003.000000 Penalty: 5415.791992
	Iteration 64Q: 3 clusters Score -6603003 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 53348 members 
Entering Unmasked Estep 
Score: -6603013.500000 Penalty: 5415.791992
	Iteration 65Q: 3 clusters Score -6603014 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 53372 members 
Entering Unmasked Estep 
Score: -6603024.500000 Penalty: 5415.791992
	Iteration 66Q: 3 clusters Score -6603024 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 53395 members 
Entering Unmasked Estep 
Score: -6603042.000000 Penalty: 5415.791992
	Iteration 67Q: 3 clusters Score -6603042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 53415 members 
Entering Unmasked Estep 
Score: -6603037.500000 Penalty: 5415.791992
	Iteration 68Q: 3 clusters Score -6603038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 53437 members 
Entering Unmasked Estep 
Score: -6603047.500000 Penalty: 5415.791992
	Iteration 69Q: 3 clusters Score -6603048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 53455 members 
Entering Unmasked Estep 
Score: -6603048.000000 Penalty: 5415.791992
	Iteration 70Q: 3 clusters Score -6603048 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -6603051.000000 Penalty: 5415.791992
	Iteration 71Q: 3 clusters Score -6603051 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 53486 members 
Entering Unmasked Estep 
Score: -6603045.000000 Penalty: 5415.791992
	Iteration 72Q: 3 clusters Score -6603045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 53492 members 
Entering Unmasked Estep 
Score: -6603039.000000 Penalty: 5415.791992
	Iteration 73Q: 3 clusters Score -6603039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 53497 members 
Entering Unmasked Estep 
Score: -6603039.500000 Penalty: 5415.791992
	Iteration 74Q: 3 clusters Score -6603040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -6603047.500000 Penalty: 5415.791992
	Iteration 75Q: 3 clusters Score -6603048 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 53517 members 
Entering Unmasked Estep 
Score: -6603053.000000 Penalty: 5415.791992
	Iteration 76Q: 3 clusters Score -6603053 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 53534 members 
Entering Unmasked Estep 
Score: -6603056.500000 Penalty: 5415.791992
	Iteration 77Q: 3 clusters Score -6603056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 53542 members 
Entering Unmasked Estep 
Score: -6603062.500000 Penalty: 5415.791992
	Iteration 78Q: 3 clusters Score -6603062 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 53552 members 
Entering Unmasked Estep 
Score: -6603066.500000 Penalty: 5415.791992
	Iteration 79Q: 3 clusters Score -6603066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -6603069.000000 Penalty: 5415.791992
	Iteration 80F: 3 clusters Score -6603069 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 53574 members 
Entering Unmasked Estep 
Score: -6603065.000000 Penalty: 5415.791992
	Iteration 81Q: 3 clusters Score -6603065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 53582 members 
Entering Unmasked Estep 
Score: -6603067.000000 Penalty: 5415.791992
	Iteration 82Q: 3 clusters Score -6603067 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 53587 members 
Entering Unmasked Estep 
Score: -6603069.500000 Penalty: 5415.791992
	Iteration 83Q: 3 clusters Score -6603070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 53597 members 
Entering Unmasked Estep 
Score: -6603079.000000 Penalty: 5415.791992
	Iteration 84Q: 3 clusters Score -6603079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 53604 members 
Entering Unmasked Estep 
Score: -6603083.000000 Penalty: 5415.791992
	Iteration 85Q: 3 clusters Score -6603083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 53614 members 
Entering Unmasked Estep 
Score: -6603091.000000 Penalty: 5415.791992
	Iteration 86Q: 3 clusters Score -6603091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -6603091.000000 Penalty: 5415.791992
	Iteration 87Q: 3 clusters Score -6603091 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 53634 members 
Entering Unmasked Estep 
Score: -6603088.500000 Penalty: 5415.791992
	Iteration 88Q: 3 clusters Score -6603088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 53646 members 
Entering Unmasked Estep 
Score: -6603086.500000 Penalty: 5415.791992
	Iteration 89Q: 3 clusters Score -6603086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 53658 members 
Entering Unmasked Estep 
Score: -6603085.500000 Penalty: 5415.791992
	Iteration 90Q: 3 clusters Score -6603086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 53665 members 
Entering Unmasked Estep 
Score: -6603096.000000 Penalty: 5415.791992
	Iteration 91Q: 3 clusters Score -6603096 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 53674 members 
Entering Unmasked Estep 
Score: -6603102.500000 Penalty: 5415.791992
	Iteration 92Q: 3 clusters Score -6603102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 53679 members 
Entering Unmasked Estep 
Score: -6603104.500000 Penalty: 5415.791992
	Iteration 93Q: 3 clusters Score -6603104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 53683 members 
Entering Unmasked Estep 
Score: -6603110.000000 Penalty: 5415.791992
	Iteration 94Q: 3 clusters Score -6603110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 53687 members 
Entering Unmasked Estep 
Score: -6603106.500000 Penalty: 5415.791992
	Iteration 95Q: 3 clusters Score -6603106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 53685 members 
Entering Unmasked Estep 
Score: -6603107.000000 Penalty: 5415.791992
	Iteration 96Q: 3 clusters Score -6603107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -6603108.500000 Penalty: 5415.791992
	Iteration 97Q: 3 clusters Score -6603108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 53688 members 
Entering Unmasked Estep 
Score: -6603109.500000 Penalty: 5415.791992
	Iteration 98Q: 3 clusters Score -6603110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 53689 members 
Entering Unmasked Estep 
Score: -6603106.000000 Penalty: 5415.791992
	Iteration 99Q: 3 clusters Score -6603106 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 53693 members 
Entering Unmasked Estep 
Score: -6603120.000000 Penalty: 5415.791992
	Iteration 100F: 3 clusters Score -6603120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 53702 members 
Entering Unmasked Estep 
Score: -6603113.000000 Penalty: 5415.791992
	Iteration 101Q: 3 clusters Score -6603113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 53711 members 
Entering Unmasked Estep 
Score: -6603118.000000 Penalty: 5415.791992
	Iteration 102Q: 3 clusters Score -6603118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 53717 members 
Entering Unmasked Estep 
Score: -6603120.000000 Penalty: 5415.791992
	Iteration 103Q: 3 clusters Score -6603120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 53727 members 
Entering Unmasked Estep 
Score: -6603124.000000 Penalty: 5415.791992
	Iteration 104Q: 3 clusters Score -6603124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 53739 members 
Entering Unmasked Estep 
Score: -6603120.000000 Penalty: 5415.791992
	Iteration 105Q: 3 clusters Score -6603120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 53745 members 
Entering Unmasked Estep 
Score: -6603124.500000 Penalty: 5415.791992
	Iteration 106Q: 3 clusters Score -6603124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 53754 members 
Entering Unmasked Estep 
Score: -6603130.500000 Penalty: 5415.791992
	Iteration 107Q: 3 clusters Score -6603130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -6603127.000000 Penalty: 5415.791992
	Iteration 108Q: 3 clusters Score -6603127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 53766 members 
Entering Unmasked Estep 
Score: -6603136.000000 Penalty: 5415.791992
	Iteration 109Q: 3 clusters Score -6603136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 53771 members 
Entering Unmasked Estep 
Score: -6603138.500000 Penalty: 5415.791992
	Iteration 110Q: 3 clusters Score -6603138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -6603151.500000 Penalty: 5415.791992
	Iteration 111Q: 3 clusters Score -6603152 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 53774 members 
Entering Unmasked Estep 
Score: -6603151.500000 Penalty: 5415.791992
	Iteration 112F: 3 clusters Score -6603152 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (53550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53550 members 
Entering Unmasked Estep 
Score: -6411767.500000 Penalty: 2700.316162
	Iteration 0F: 2 clusters Score -6411768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 27044 members 
Entering Unmasked Estep 
Score: -6375813.500000 Penalty: 5400.632324
	Iteration 0F: 3 clusters Score -6375814 nChanged 24708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24402 members 
Mstep: Class 2 contains 29148 members 
Entering Unmasked Estep 
Score: -6389424.500000 Penalty: 5400.632324
	Iteration 1F: 3 clusters Score -6389424 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -6390321.000000 Penalty: 5400.632324
	Iteration 2Q: 3 clusters Score -6390321 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20786 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -6391623.500000 Penalty: 5400.632324
	Iteration 3F: 3 clusters Score -6391624 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -6393820.500000 Penalty: 5400.632324
	Iteration 4F: 3 clusters Score -6393820 nChanged 4317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -6397370.000000 Penalty: 5400.632324
	Iteration 5F: 3 clusters Score -6397370 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 44050 members 
Entering Unmasked Estep 
Score: -6401685.500000 Penalty: 5400.632324
	Iteration 6F: 3 clusters Score -6401686 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 47524 members 
Entering Unmasked Estep 
Score: -6405290.000000 Penalty: 5400.632324
	Iteration 7F: 3 clusters Score -6405290 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -6407468.000000 Penalty: 5400.632324
	Iteration 8Q: 3 clusters Score -6407468 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 50494 members 
Entering Unmasked Estep 
Score: -6408517.000000 Penalty: 5400.632324
	Iteration 9Q: 3 clusters Score -6408517 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 50989 members 
Entering Unmasked Estep 
Score: -6409071.500000 Penalty: 5400.632324
	Iteration 10Q: 3 clusters Score -6409072 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -6409376.500000 Penalty: 5400.632324
	Iteration 11Q: 3 clusters Score -6409376 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -6409506.000000 Penalty: 5400.632324
	Iteration 12Q: 3 clusters Score -6409506 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 51558 members 
Entering Unmasked Estep 
Score: -6409592.000000 Penalty: 5400.632324
	Iteration 13Q: 3 clusters Score -6409592 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -6409627.000000 Penalty: 5400.632324
	Iteration 14Q: 3 clusters Score -6409627 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 51725 members 
Entering Unmasked Estep 
Score: -6409646.000000 Penalty: 5400.632324
	Iteration 15Q: 3 clusters Score -6409646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 51779 members 
Entering Unmasked Estep 
Score: -6409681.000000 Penalty: 5400.632324
	Iteration 16Q: 3 clusters Score -6409681 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 51814 members 
Entering Unmasked Estep 
Score: -6409691.500000 Penalty: 5400.632324
	Iteration 17Q: 3 clusters Score -6409692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 51860 members 
Entering Unmasked Estep 
Score: -6409725.500000 Penalty: 5400.632324
	Iteration 18Q: 3 clusters Score -6409726 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 51899 members 
Entering Unmasked Estep 
Score: -6409732.500000 Penalty: 5400.632324
	Iteration 19Q: 3 clusters Score -6409732 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 51921 members 
Entering Unmasked Estep 
Score: -6409743.000000 Penalty: 5400.632324
	Iteration 20F: 3 clusters Score -6409743 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -6409747.000000 Penalty: 5400.632324
	Iteration 21Q: 3 clusters Score -6409747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -6409746.500000 Penalty: 5400.632324
	Iteration 22Q: 3 clusters Score -6409746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 51962 members 
Entering Unmasked Estep 
Score: -6409758.500000 Penalty: 5400.632324
	Iteration 23Q: 3 clusters Score -6409758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -6409767.000000 Penalty: 5400.632324
	Iteration 24Q: 3 clusters Score -6409767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 51980 members 
Entering Unmasked Estep 
Score: -6409770.500000 Penalty: 5400.632324
	Iteration 25Q: 3 clusters Score -6409770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -6409767.000000 Penalty: 5400.632324
	Iteration 26Q: 3 clusters Score -6409767 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 51997 members 
Entering Unmasked Estep 
Score: -6409770.500000 Penalty: 5400.632324
	Iteration 27Q: 3 clusters Score -6409770 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 52009 members 
Entering Unmasked Estep 
Score: -6409787.000000 Penalty: 5400.632324
	Iteration 28Q: 3 clusters Score -6409787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 52020 members 
Entering Unmasked Estep 
Score: -6409791.000000 Penalty: 5400.632324
	Iteration 29Q: 3 clusters Score -6409791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 52034 members 
Entering Unmasked Estep 
Score: -6409800.000000 Penalty: 5400.632324
	Iteration 30Q: 3 clusters Score -6409800 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 52042 members 
Entering Unmasked Estep 
Score: -6409795.500000 Penalty: 5400.632324
	Iteration 31Q: 3 clusters Score -6409796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 52051 members 
Entering Unmasked Estep 
Score: -6409793.000000 Penalty: 5400.632324
	Iteration 32Q: 3 clusters Score -6409793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 52059 members 
Entering Unmasked Estep 
Score: -6409798.500000 Penalty: 5400.632324
	Iteration 33Q: 3 clusters Score -6409798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -6409798.000000 Penalty: 5400.632324
	Iteration 34Q: 3 clusters Score -6409798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 52072 members 
Entering Unmasked Estep 
Score: -6409804.000000 Penalty: 5400.632324
	Iteration 35Q: 3 clusters Score -6409804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -6409804.000000 Penalty: 5400.632324
	Iteration 36Q: 3 clusters Score -6409804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 52075 members 
Entering Unmasked Estep 
Score: -6409806.500000 Penalty: 5400.632324
	Iteration 37Q: 3 clusters Score -6409806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -6409801.500000 Penalty: 5400.632324
	Iteration 38Q: 3 clusters Score -6409802 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 52074 members 
Entering Unmasked Estep 
Score: -6409801.500000 Penalty: 5400.632324
	Iteration 39F: 3 clusters Score -6409802 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (28499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28499 members 
Entering Unmasked Estep 
Score: -3097063.000000 Penalty: 2543.890869
	Iteration 0F: 2 clusters Score -3097063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 14179 members 
Entering Unmasked Estep 
Score: -3077414.000000 Penalty: 5087.781738
	Iteration 0F: 3 clusters Score -3077414 nChanged 12769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -3084747.750000 Penalty: 5087.781738
	Iteration 1F: 3 clusters Score -3084748 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -3085755.500000 Penalty: 5087.781738
	Iteration 2F: 3 clusters Score -3085756 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14788 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -3086743.250000 Penalty: 5087.781738
	Iteration 3F: 3 clusters Score -3086743 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3087789.250000 Penalty: 5087.781738
	Iteration 4F: 3 clusters Score -3087789 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14936 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -3088922.750000 Penalty: 5087.781738
	Iteration 5F: 3 clusters Score -3088923 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -3090184.250000 Penalty: 5087.781738
	Iteration 6F: 3 clusters Score -3090184 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15089 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -3091547.500000 Penalty: 5087.781738
	Iteration 7F: 3 clusters Score -3091548 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -3092866.250000 Penalty: 5087.781738
	Iteration 8F: 3 clusters Score -3092866 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3094048.750000 Penalty: 5087.781738
	Iteration 9F: 3 clusters Score -3094049 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -3095123.250000 Penalty: 5087.781738
	Iteration 10Q: 3 clusters Score -3095123 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -3095876.500000 Penalty: 5087.781738
	Iteration 11Q: 3 clusters Score -3095876 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -3096297.500000 Penalty: 5087.781738
	Iteration 12Q: 3 clusters Score -3096298 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13164 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3096458.750000 Penalty: 5087.781738
	Iteration 13Q: 3 clusters Score -3096459 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -3096527.250000 Penalty: 5087.781738
	Iteration 14Q: 3 clusters Score -3096527 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -3096572.750000 Penalty: 5087.781738
	Iteration 15Q: 3 clusters Score -3096573 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3096596.000000 Penalty: 5087.781738
	Iteration 16Q: 3 clusters Score -3096596 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -3096609.000000 Penalty: 5087.781738
	Iteration 17Q: 3 clusters Score -3096609 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12681 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -3096612.500000 Penalty: 5087.781738
	Iteration 18Q: 3 clusters Score -3096612 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12649 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3096619.250000 Penalty: 5087.781738
	Iteration 19Q: 3 clusters Score -3096619 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3096611.000000 Penalty: 5087.781738
	Iteration 20F: 3 clusters Score -3096611 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3096619.500000 Penalty: 5087.781738
	Iteration 21Q: 3 clusters Score -3096620 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -3096614.750000 Penalty: 5087.781738
	Iteration 22Q: 3 clusters Score -3096615 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 15952 members 
Entering Unmasked Estep 
Score: -3096612.750000 Penalty: 5087.781738
	Iteration 23Q: 3 clusters Score -3096613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12528 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -3096614.500000 Penalty: 5087.781738
	Iteration 24Q: 3 clusters Score -3096614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -3096619.250000 Penalty: 5087.781738
	Iteration 25Q: 3 clusters Score -3096619 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -3096614.500000 Penalty: 5087.781738
	Iteration 26Q: 3 clusters Score -3096614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 15995 members 
Entering Unmasked Estep 
Score: -3096615.250000 Penalty: 5087.781738
	Iteration 27Q: 3 clusters Score -3096615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -3096624.750000 Penalty: 5087.781738
	Iteration 28Q: 3 clusters Score -3096625 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -3096620.250000 Penalty: 5087.781738
	Iteration 29Q: 3 clusters Score -3096620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3096618.500000 Penalty: 5087.781738
	Iteration 30Q: 3 clusters Score -3096618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -3096617.250000 Penalty: 5087.781738
	Iteration 31Q: 3 clusters Score -3096617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3096615.000000 Penalty: 5087.781738
	Iteration 32Q: 3 clusters Score -3096615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 16027 members 
Entering Unmasked Estep 
Score: -3096615.000000 Penalty: 5087.781738
	Iteration 33F: 3 clusters Score -3096615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 17 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 2451 members 
Mstep: Class 3 contains 17048 members 
Mstep: Class 4 contains 217637 members 
Mstep: Class 5 contains 263761 members 
Mstep: Class 6 contains 299704 members 
Mstep: Class 7 contains 3103 members 
Mstep: Class 8 contains 2888 members 
Mstep: Class 9 contains 16719 members 
Mstep: Class 10 contains 7065 members 
Mstep: Class 11 contains 39499 members 
Mstep: Class 12 contains 9237 members 
Mstep: Class 14 contains 85535 members 
Mstep: Class 15 contains 21851 members 
Mstep: Class 16 contains 8406 members 
Mstep: Class 17 contains 9006 members 
Mstep: Class 18 contains 55212 members 
Mstep: Class 19 contains 53550 members 
Mstep: Class 20 contains 28499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161362832.000000 Penalty: 84311.421875
Iteration 39Q: 25 clusters Score -1.613628e+08 nChanged 15315
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 2184 members 
Mstep: Class 3 contains 16992 members 
Mstep: Class 4 contains 219577 members 
Mstep: Class 5 contains 261337 members 
Mstep: Class 6 contains 300201 members 
Mstep: Class 7 contains 3382 members 
Mstep: Class 8 contains 2890 members 
Mstep: Class 9 contains 17106 members 
Mstep: Class 10 contains 7232 members 
Mstep: Class 11 contains 39707 members 
Mstep: Class 12 contains 10021 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 14 contains 85150 members 
Mstep: Class 15 contains 21938 members 
Mstep: Class 16 contains 8569 members 
Mstep: Class 17 contains 8773 members 
Mstep: Class 18 contains 56599 members 
Mstep: Class 19 contains 54217 members 
Mstep: Class 20 contains 28089 members 
Mstep: Class 21 contains 558 members 
Mstep: Class 22 contains 243843 members 
Mstep: Class 23 contains 12424 members 
Mstep: Class 24 contains 1975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161365584.000000 Penalty: 84311.421875
Iteration 40F: 25 clusters Score -1.613656e+08 nChanged 20284
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 1804 members 
Mstep: Class 3 contains 16951 members 
Mstep: Class 4 contains 219956 members 
Mstep: Class 5 contains 256137 members 
Mstep: Class 6 contains 299074 members 
Mstep: Class 7 contains 3466 members 
Mstep: Class 8 contains 2904 members 
Mstep: Class 9 contains 16740 members 
Mstep: Class 10 contains 7466 members 
Mstep: Class 11 contains 39265 members 
Mstep: Class 12 contains 10665 members 
Mstep: Class 13 contains 2753 members 
Mstep: Class 14 contains 84764 members 
Mstep: Class 15 contains 21518 members 
Mstep: Class 16 contains 8963 members 
Mstep: Class 17 contains 8531 members 
Mstep: Class 18 contains 57831 members 
Mstep: Class 19 contains 54721 members 
Mstep: Class 20 contains 27314 members 
Mstep: Class 21 contains 577 members 
Mstep: Class 22 contains 247934 members 
Mstep: Class 23 contains 14017 members 
Mstep: Class 24 contains 2177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368336.000000 Penalty: 84311.421875
Iteration 41Q: 25 clusters Score -1.613683e+08 nChanged 18445
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 1550 members 
Mstep: Class 3 contains 16929 members 
Mstep: Class 4 contains 220477 members 
Mstep: Class 5 contains 250840 members 
Mstep: Class 6 contains 297905 members 
Mstep: Class 7 contains 3500 members 
Mstep: Class 8 contains 2914 members 
Mstep: Class 9 contains 16363 members 
Mstep: Class 10 contains 7679 members 
Mstep: Class 11 contains 39093 members 
Mstep: Class 12 contains 11345 members 
Mstep: Class 13 contains 2752 members 
Mstep: Class 14 contains 84370 members 
Mstep: Class 15 contains 21166 members 
Mstep: Class 16 contains 9344 members 
Mstep: Class 17 contains 8422 members 
Mstep: Class 18 contains 59106 members 
Mstep: Class 19 contains 55190 members 
Mstep: Class 20 contains 26784 members 
Mstep: Class 21 contains 589 members 
Mstep: Class 22 contains 251967 members 
Mstep: Class 23 contains 15016 members 
Mstep: Class 24 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368592.000000 Penalty: 84311.421875
Iteration 42Q: 25 clusters Score -1.613686e+08 nChanged 18048
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 1396 members 
Mstep: Class 3 contains 16919 members 
Mstep: Class 4 contains 220840 members 
Mstep: Class 5 contains 245452 members 
Mstep: Class 6 contains 296567 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2918 members 
Mstep: Class 9 contains 15944 members 
Mstep: Class 10 contains 7888 members 
Mstep: Class 11 contains 38977 members 
Mstep: Class 12 contains 12069 members 
Mstep: Class 13 contains 2752 members 
Mstep: Class 14 contains 83933 members 
Mstep: Class 15 contains 20856 members 
Mstep: Class 16 contains 9682 members 
Mstep: Class 17 contains 8383 members 
Mstep: Class 18 contains 60464 members 
Mstep: Class 19 contains 55676 members 
Mstep: Class 20 contains 26413 members 
Mstep: Class 21 contains 600 members 
Mstep: Class 22 contains 256296 members 
Mstep: Class 23 contains 15739 members 
Mstep: Class 24 contains 2261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161369216.000000 Penalty: 84311.421875
Iteration 43Q: 25 clusters Score -1.613692e+08 nChanged 17947
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 1315 members 
Mstep: Class 3 contains 16929 members 
Mstep: Class 4 contains 221247 members 
Mstep: Class 5 contains 239949 members 
Mstep: Class 6 contains 294993 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 15549 members 
Mstep: Class 10 contains 8118 members 
Mstep: Class 11 contains 38897 members 
Mstep: Class 12 contains 12865 members 
Mstep: Class 13 contains 2752 members 
Mstep: Class 14 contains 83449 members 
Mstep: Class 15 contains 20567 members 
Mstep: Class 16 contains 9926 members 
Mstep: Class 17 contains 8393 members 
Mstep: Class 18 contains 61838 members 
Mstep: Class 19 contains 56222 members 
Mstep: Class 20 contains 26090 members 
Mstep: Class 21 contains 608 members 
Mstep: Class 22 contains 260807 members 
Mstep: Class 23 contains 16310 members 
Mstep: Class 24 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161369056.000000 Penalty: 84311.421875
Iteration 44Q: 25 clusters Score -1.613691e+08 nChanged 17996
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 1266 members 
Mstep: Class 3 contains 16959 members 
Mstep: Class 4 contains 221662 members 
Mstep: Class 5 contains 234491 members 
Mstep: Class 6 contains 292886 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 2932 members 
Mstep: Class 9 contains 15146 members 
Mstep: Class 10 contains 8388 members 
Mstep: Class 11 contains 38819 members 
Mstep: Class 12 contains 13734 members 
Mstep: Class 13 contains 2752 members 
Mstep: Class 14 contains 82997 members 
Mstep: Class 15 contains 20250 members 
Mstep: Class 16 contains 10117 members 
Mstep: Class 17 contains 8428 members 
Mstep: Class 18 contains 63198 members 
Mstep: Class 19 contains 56764 members 
Mstep: Class 20 contains 25810 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 265690 members 
Mstep: Class 23 contains 16830 members 
Mstep: Class 24 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161369872.000000 Penalty: 84311.421875
Iteration 45Q: 25 clusters Score -1.613699e+08 nChanged 18451
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 1242 members 
Mstep: Class 3 contains 16963 members 
Mstep: Class 4 contains 221945 members 
Mstep: Class 5 contains 229367 members 
Mstep: Class 6 contains 290143 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 2907 members 
Mstep: Class 9 contains 14774 members 
Mstep: Class 10 contains 8689 members 
Mstep: Class 11 contains 38727 members 
Mstep: Class 12 contains 14683 members 
Mstep: Class 13 contains 2752 members 
Mstep: Class 14 contains 82532 members 
Mstep: Class 15 contains 19983 members 
Mstep: Class 16 contains 10266 members 
Mstep: Class 17 contains 8498 members 
Mstep: Class 18 contains 64605 members 
Mstep: Class 19 contains 57281 members 
Mstep: Class 20 contains 25526 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 270965 members 
Mstep: Class 23 contains 17264 members 
Mstep: Class 24 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161371648.000000 Penalty: 84311.421875
Iteration 46Q: 25 clusters Score -1.613716e+08 nChanged 18308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 16948 members 
Mstep: Class 4 contains 222153 members 
Mstep: Class 5 contains 224042 members 
Mstep: Class 6 contains 287588 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 2889 members 
Mstep: Class 9 contains 14422 members 
Mstep: Class 10 contains 8942 members 
Mstep: Class 11 contains 38621 members 
Mstep: Class 12 contains 15681 members 
Mstep: Class 13 contains 2751 members 
Mstep: Class 14 contains 82077 members 
Mstep: Class 15 contains 19729 members 
Mstep: Class 16 contains 10398 members 
Mstep: Class 17 contains 8567 members 
Mstep: Class 18 contains 65973 members 
Mstep: Class 19 contains 57769 members 
Mstep: Class 20 contains 25262 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 276436 members 
Mstep: Class 23 contains 17655 members 
Mstep: Class 24 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161373344.000000 Penalty: 84311.421875
Iteration 47Q: 25 clusters Score -1.613733e+08 nChanged 17747
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 16968 members 
Mstep: Class 4 contains 222111 members 
Mstep: Class 5 contains 218950 members 
Mstep: Class 6 contains 285179 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 14047 members 
Mstep: Class 10 contains 9229 members 
Mstep: Class 11 contains 38523 members 
Mstep: Class 12 contains 16688 members 
Mstep: Class 13 contains 2750 members 
Mstep: Class 14 contains 81632 members 
Mstep: Class 15 contains 19476 members 
Mstep: Class 16 contains 10488 members 
Mstep: Class 17 contains 8631 members 
Mstep: Class 18 contains 67294 members 
Mstep: Class 19 contains 58176 members 
Mstep: Class 20 contains 25039 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 281810 members 
Mstep: Class 23 contains 18077 members 
Mstep: Class 24 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376128.000000 Penalty: 84311.421875
Iteration 48Q: 25 clusters Score -1.613761e+08 nChanged 17334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 1216 members 
Mstep: Class 3 contains 17004 members 
Mstep: Class 4 contains 222138 members 
Mstep: Class 5 contains 214101 members 
Mstep: Class 6 contains 282660 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 2882 members 
Mstep: Class 9 contains 13714 members 
Mstep: Class 10 contains 9515 members 
Mstep: Class 11 contains 38424 members 
Mstep: Class 12 contains 17742 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 81202 members 
Mstep: Class 15 contains 19272 members 
Mstep: Class 16 contains 10558 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 18 contains 68601 members 
Mstep: Class 19 contains 58555 members 
Mstep: Class 20 contains 24818 members 
Mstep: Class 21 contains 623 members 
Mstep: Class 22 contains 286911 members 
Mstep: Class 23 contains 18418 members 
Mstep: Class 24 contains 2277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161377952.000000 Penalty: 84311.421875
Iteration 49Q: 25 clusters Score -1.61378e+08 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 16979 members 
Mstep: Class 4 contains 222125 members 
Mstep: Class 5 contains 209171 members 
Mstep: Class 6 contains 280322 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 2900 members 
Mstep: Class 9 contains 13384 members 
Mstep: Class 10 contains 9850 members 
Mstep: Class 11 contains 38333 members 
Mstep: Class 12 contains 18729 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 80767 members 
Mstep: Class 15 contains 19116 members 
Mstep: Class 16 contains 10618 members 
Mstep: Class 17 contains 8771 members 
Mstep: Class 18 contains 69874 members 
Mstep: Class 19 contains 58922 members 
Mstep: Class 20 contains 24666 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 291985 members 
Mstep: Class 23 contains 18754 members 
Mstep: Class 24 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161380304.000000 Penalty: 84311.421875
Iteration 50Q: 25 clusters Score -1.613803e+08 nChanged 16460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 1214 members 
Mstep: Class 3 contains 16962 members 
Mstep: Class 4 contains 222031 members 
Mstep: Class 5 contains 204358 members 
Mstep: Class 6 contains 278237 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 2919 members 
Mstep: Class 9 contains 13056 members 
Mstep: Class 10 contains 10150 members 
Mstep: Class 11 contains 38199 members 
Mstep: Class 12 contains 19675 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 80329 members 
Mstep: Class 15 contains 18960 members 
Mstep: Class 16 contains 10676 members 
Mstep: Class 17 contains 8828 members 
Mstep: Class 18 contains 71088 members 
Mstep: Class 19 contains 59311 members 
Mstep: Class 20 contains 24516 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 296945 members 
Mstep: Class 23 contains 19069 members 
Mstep: Class 24 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161380752.000000 Penalty: 84311.421875
Iteration 51Q: 25 clusters Score -1.613808e+08 nChanged 17287
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 16970 members 
Mstep: Class 4 contains 222118 members 
Mstep: Class 5 contains 199403 members 
Mstep: Class 6 contains 276719 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 2923 members 
Mstep: Class 9 contains 12771 members 
Mstep: Class 10 contains 10487 members 
Mstep: Class 11 contains 38090 members 
Mstep: Class 12 contains 20703 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 79943 members 
Mstep: Class 15 contains 18812 members 
Mstep: Class 16 contains 10731 members 
Mstep: Class 17 contains 8874 members 
Mstep: Class 18 contains 72280 members 
Mstep: Class 19 contains 59649 members 
Mstep: Class 20 contains 24384 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 301158 members 
Mstep: Class 23 contains 19360 members 
Mstep: Class 24 contains 2279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161379904.000000 Penalty: 84311.421875
Iteration 52Q: 25 clusters Score -1.613799e+08 nChanged 18334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 16960 members 
Mstep: Class 4 contains 222378 members 
Mstep: Class 5 contains 195498 members 
Mstep: Class 6 contains 275465 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 2926 members 
Mstep: Class 9 contains 12491 members 
Mstep: Class 10 contains 10889 members 
Mstep: Class 11 contains 37987 members 
Mstep: Class 12 contains 21916 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 79569 members 
Mstep: Class 15 contains 18725 members 
Mstep: Class 16 contains 10775 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 73632 members 
Mstep: Class 19 contains 60022 members 
Mstep: Class 20 contains 24272 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 303376 members 
Mstep: Class 23 contains 19641 members 
Mstep: Class 24 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161378352.000000 Penalty: 84311.421875
Iteration 53Q: 25 clusters Score -1.613784e+08 nChanged 18218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 1210 members 
Mstep: Class 3 contains 16968 members 
Mstep: Class 4 contains 223021 members 
Mstep: Class 5 contains 192341 members 
Mstep: Class 6 contains 274510 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 2940 members 
Mstep: Class 9 contains 12203 members 
Mstep: Class 10 contains 11329 members 
Mstep: Class 11 contains 37845 members 
Mstep: Class 12 contains 23234 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 79233 members 
Mstep: Class 15 contains 18704 members 
Mstep: Class 16 contains 10817 members 
Mstep: Class 17 contains 8976 members 
Mstep: Class 18 contains 75124 members 
Mstep: Class 19 contains 60444 members 
Mstep: Class 20 contains 24183 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 303699 members 
Mstep: Class 23 contains 19937 members 
Mstep: Class 24 contains 2284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161377920.000000 Penalty: 84311.421875
Iteration 54Q: 25 clusters Score -1.613779e+08 nChanged 17044
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 16998 members 
Mstep: Class 4 contains 223969 members 
Mstep: Class 5 contains 189600 members 
Mstep: Class 6 contains 273896 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 2924 members 
Mstep: Class 9 contains 11945 members 
Mstep: Class 10 contains 11843 members 
Mstep: Class 11 contains 37689 members 
Mstep: Class 12 contains 24506 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 78943 members 
Mstep: Class 15 contains 18714 members 
Mstep: Class 16 contains 10860 members 
Mstep: Class 17 contains 9012 members 
Mstep: Class 18 contains 76673 members 
Mstep: Class 19 contains 60884 members 
Mstep: Class 20 contains 24076 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 302814 members 
Mstep: Class 23 contains 20225 members 
Mstep: Class 24 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161378512.000000 Penalty: 84311.421875
Iteration 55Q: 25 clusters Score -1.613785e+08 nChanged 15864
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 17071 members 
Mstep: Class 4 contains 225202 members 
Mstep: Class 5 contains 187108 members 
Mstep: Class 6 contains 273339 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 2906 members 
Mstep: Class 9 contains 11704 members 
Mstep: Class 10 contains 12332 members 
Mstep: Class 11 contains 37553 members 
Mstep: Class 12 contains 25766 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 78695 members 
Mstep: Class 15 contains 18709 members 
Mstep: Class 16 contains 10898 members 
Mstep: Class 17 contains 9044 members 
Mstep: Class 18 contains 78310 members 
Mstep: Class 19 contains 61324 members 
Mstep: Class 20 contains 23974 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 301224 members 
Mstep: Class 23 contains 20487 members 
Mstep: Class 24 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161380128.000000 Penalty: 84311.421875
Iteration 56Q: 25 clusters Score -1.613801e+08 nChanged 14490
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1213 members 
Mstep: Class 3 contains 17117 members 
Mstep: Class 4 contains 226399 members 
Mstep: Class 5 contains 184864 members 
Mstep: Class 6 contains 272655 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 2870 members 
Mstep: Class 9 contains 11486 members 
Mstep: Class 10 contains 12833 members 
Mstep: Class 11 contains 37419 members 
Mstep: Class 12 contains 27042 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 78484 members 
Mstep: Class 15 contains 18723 members 
Mstep: Class 16 contains 10932 members 
Mstep: Class 17 contains 9077 members 
Mstep: Class 18 contains 79945 members 
Mstep: Class 19 contains 61732 members 
Mstep: Class 20 contains 23837 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 299554 members 
Mstep: Class 23 contains 20741 members 
Mstep: Class 24 contains 2288 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161382832.000000 Penalty: 84311.421875
Iteration 57Q: 25 clusters Score -1.613828e+08 nChanged 13223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 1216 members 
Mstep: Class 3 contains 17171 members 
Mstep: Class 4 contains 227404 members 
Mstep: Class 5 contains 182813 members 
Mstep: Class 6 contains 271744 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 2845 members 
Mstep: Class 9 contains 11291 members 
Mstep: Class 10 contains 13317 members 
Mstep: Class 11 contains 37290 members 
Mstep: Class 12 contains 28282 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 78324 members 
Mstep: Class 15 contains 18748 members 
Mstep: Class 16 contains 10965 members 
Mstep: Class 17 contains 9089 members 
Mstep: Class 18 contains 81604 members 
Mstep: Class 19 contains 62081 members 
Mstep: Class 20 contains 23722 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 298094 members 
Mstep: Class 23 contains 20985 members 
Mstep: Class 24 contains 2287 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161385184.000000 Penalty: 84311.421875
Iteration 58Q: 25 clusters Score -1.613852e+08 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 17293 members 
Mstep: Class 4 contains 228130 members 
Mstep: Class 5 contains 181081 members 
Mstep: Class 6 contains 270537 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 11093 members 
Mstep: Class 10 contains 13770 members 
Mstep: Class 11 contains 37164 members 
Mstep: Class 12 contains 29509 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 78184 members 
Mstep: Class 15 contains 18759 members 
Mstep: Class 16 contains 10990 members 
Mstep: Class 17 contains 9113 members 
Mstep: Class 18 contains 83136 members 
Mstep: Class 19 contains 62423 members 
Mstep: Class 20 contains 23575 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 297023 members 
Mstep: Class 23 contains 21201 members 
Mstep: Class 24 contains 2286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161386000.000000 Penalty: 84311.421875
Iteration 59Q: 25 clusters Score -1.61386e+08 nChanged 11831
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 1218 members 
Mstep: Class 3 contains 17391 members 
Mstep: Class 4 contains 228639 members 
Mstep: Class 5 contains 179696 members 
Mstep: Class 6 contains 269041 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 2850 members 
Mstep: Class 9 contains 10911 members 
Mstep: Class 10 contains 14244 members 
Mstep: Class 11 contains 37052 members 
Mstep: Class 12 contains 30743 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 78064 members 
Mstep: Class 15 contains 18815 members 
Mstep: Class 16 contains 11010 members 
Mstep: Class 17 contains 9109 members 
Mstep: Class 18 contains 84704 members 
Mstep: Class 19 contains 62703 members 
Mstep: Class 20 contains 23403 members 
Mstep: Class 21 contains 622 members 
Mstep: Class 22 contains 296106 members 
Mstep: Class 23 contains 21439 members 
Mstep: Class 24 contains 2285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161387408.000000 Penalty: 84311.421875
Iteration 60F: 25 clusters Score -1.613874e+08 nChanged 11691
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 17495 members 
Mstep: Class 4 contains 228649 members 
Mstep: Class 5 contains 178615 members 
Mstep: Class 6 contains 267297 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 2827 members 
Mstep: Class 9 contains 10727 members 
Mstep: Class 10 contains 15022 members 
Mstep: Class 11 contains 36949 members 
Mstep: Class 12 contains 31969 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 77997 members 
Mstep: Class 15 contains 18863 members 
Mstep: Class 16 contains 11051 members 
Mstep: Class 17 contains 9103 members 
Mstep: Class 18 contains 86289 members 
Mstep: Class 19 contains 62952 members 
Mstep: Class 20 contains 23219 members 
Mstep: Class 21 contains 650 members 
Mstep: Class 22 contains 295368 members 
Mstep: Class 23 contains 21617 members 
Mstep: Class 24 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161387648.000000 Penalty: 84311.421875
Iteration 61Q: 25 clusters Score -1.613876e+08 nChanged 11569
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1205 members 
Mstep: Class 3 contains 17620 members 
Mstep: Class 4 contains 228504 members 
Mstep: Class 5 contains 177780 members 
Mstep: Class 6 contains 265430 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 2819 members 
Mstep: Class 9 contains 10550 members 
Mstep: Class 10 contains 15861 members 
Mstep: Class 11 contains 36868 members 
Mstep: Class 12 contains 33202 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 77883 members 
Mstep: Class 15 contains 18905 members 
Mstep: Class 16 contains 11079 members 
Mstep: Class 17 contains 9085 members 
Mstep: Class 18 contains 87951 members 
Mstep: Class 19 contains 63184 members 
Mstep: Class 20 contains 23043 members 
Mstep: Class 21 contains 688 members 
Mstep: Class 22 contains 294514 members 
Mstep: Class 23 contains 21793 members 
Mstep: Class 24 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161389840.000000 Penalty: 84311.421875
Iteration 62Q: 25 clusters Score -1.613898e+08 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11986 members 
Mstep: Class 2 contains 1204 members 
Mstep: Class 3 contains 17757 members 
Mstep: Class 4 contains 228299 members 
Mstep: Class 5 contains 177218 members 
Mstep: Class 6 contains 263344 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 2790 members 
Mstep: Class 9 contains 10394 members 
Mstep: Class 10 contains 16714 members 
Mstep: Class 11 contains 36788 members 
Mstep: Class 12 contains 34429 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 77750 members 
Mstep: Class 15 contains 18962 members 
Mstep: Class 16 contains 11103 members 
Mstep: Class 17 contains 9059 members 
Mstep: Class 18 contains 89552 members 
Mstep: Class 19 contains 63383 members 
Mstep: Class 20 contains 22835 members 
Mstep: Class 21 contains 744 members 
Mstep: Class 22 contains 293766 members 
Mstep: Class 23 contains 21973 members 
Mstep: Class 24 contains 2283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161391088.000000 Penalty: 84311.421875
Iteration 63Q: 25 clusters Score -1.613911e+08 nChanged 11354
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 1208 members 
Mstep: Class 3 contains 17929 members 
Mstep: Class 4 contains 227961 members 
Mstep: Class 5 contains 176900 members 
Mstep: Class 6 contains 261131 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 2766 members 
Mstep: Class 9 contains 10263 members 
Mstep: Class 10 contains 17609 members 
Mstep: Class 11 contains 36711 members 
Mstep: Class 12 contains 35590 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 77603 members 
Mstep: Class 15 contains 19002 members 
Mstep: Class 16 contains 11121 members 
Mstep: Class 17 contains 9055 members 
Mstep: Class 18 contains 91149 members 
Mstep: Class 19 contains 63553 members 
Mstep: Class 20 contains 22590 members 
Mstep: Class 21 contains 766 members 
Mstep: Class 22 contains 293100 members 
Mstep: Class 23 contains 22122 members 
Mstep: Class 24 contains 2282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161391792.000000 Penalty: 84311.421875
Iteration 64Q: 25 clusters Score -1.613918e+08 nChanged 11180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 1212 members 
Mstep: Class 3 contains 18128 members 
Mstep: Class 4 contains 227478 members 
Mstep: Class 5 contains 176530 members 
Mstep: Class 6 contains 258910 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 2747 members 
Mstep: Class 9 contains 10128 members 
Mstep: Class 10 contains 18579 members 
Mstep: Class 11 contains 36644 members 
Mstep: Class 12 contains 36740 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 77497 members 
Mstep: Class 15 contains 19055 members 
Mstep: Class 16 contains 11146 members 
Mstep: Class 17 contains 9036 members 
Mstep: Class 18 contains 92727 members 
Mstep: Class 19 contains 63712 members 
Mstep: Class 20 contains 22343 members 
Mstep: Class 21 contains 781 members 
Mstep: Class 22 contains 292540 members 
Mstep: Class 23 contains 22268 members 
Mstep: Class 24 contains 2280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161392544.000000 Penalty: 84311.421875
Iteration 65Q: 25 clusters Score -1.613925e+08 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 1219 members 
Mstep: Class 3 contains 18349 members 
Mstep: Class 4 contains 227083 members 
Mstep: Class 5 contains 176253 members 
Mstep: Class 6 contains 256572 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 2738 members 
Mstep: Class 9 contains 10005 members 
Mstep: Class 10 contains 19624 members 
Mstep: Class 11 contains 36558 members 
Mstep: Class 12 contains 37760 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 77416 members 
Mstep: Class 15 contains 19120 members 
Mstep: Class 16 contains 11167 members 
Mstep: Class 17 contains 9033 members 
Mstep: Class 18 contains 94324 members 
Mstep: Class 19 contains 63852 members 
Mstep: Class 20 contains 22069 members 
Mstep: Class 21 contains 797 members 
Mstep: Class 22 contains 291940 members 
Mstep: Class 23 contains 22392 members 
Mstep: Class 24 contains 2276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161394944.000000 Penalty: 84311.421875
Iteration 66Q: 25 clusters Score -1.613949e+08 nChanged 10974
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11701 members 
Mstep: Class 2 contains 1223 members 
Mstep: Class 3 contains 18591 members 
Mstep: Class 4 contains 226544 members 
Mstep: Class 5 contains 176015 members 
Mstep: Class 6 contains 254345 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 2709 members 
Mstep: Class 9 contains 9906 members 
Mstep: Class 10 contains 20739 members 
Mstep: Class 11 contains 36474 members 
Mstep: Class 12 contains 38771 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 77317 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 11179 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 95941 members 
Mstep: Class 19 contains 64009 members 
Mstep: Class 20 contains 21783 members 
Mstep: Class 21 contains 807 members 
Mstep: Class 22 contains 291279 members 
Mstep: Class 23 contains 22527 members 
Mstep: Class 24 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161396576.000000 Penalty: 84311.421875
Iteration 67Q: 25 clusters Score -1.613966e+08 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11635 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 18843 members 
Mstep: Class 4 contains 225953 members 
Mstep: Class 5 contains 175865 members 
Mstep: Class 6 contains 252146 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 2694 members 
Mstep: Class 9 contains 9795 members 
Mstep: Class 10 contains 21817 members 
Mstep: Class 11 contains 36416 members 
Mstep: Class 12 contains 39746 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 77241 members 
Mstep: Class 15 contains 19221 members 
Mstep: Class 16 contains 11194 members 
Mstep: Class 17 contains 8987 members 
Mstep: Class 18 contains 97591 members 
Mstep: Class 19 contains 64107 members 
Mstep: Class 20 contains 21501 members 
Mstep: Class 21 contains 814 members 
Mstep: Class 22 contains 290613 members 
Mstep: Class 23 contains 22638 members 
Mstep: Class 24 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161397680.000000 Penalty: 84311.421875
Iteration 68Q: 25 clusters Score -1.613977e+08 nChanged 10364
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 19127 members 
Mstep: Class 4 contains 225360 members 
Mstep: Class 5 contains 175682 members 
Mstep: Class 6 contains 250007 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 2692 members 
Mstep: Class 9 contains 9716 members 
Mstep: Class 10 contains 22877 members 
Mstep: Class 11 contains 36339 members 
Mstep: Class 12 contains 40682 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 77170 members 
Mstep: Class 15 contains 19261 members 
Mstep: Class 16 contains 11212 members 
Mstep: Class 17 contains 8974 members 
Mstep: Class 18 contains 99256 members 
Mstep: Class 19 contains 64220 members 
Mstep: Class 20 contains 21195 members 
Mstep: Class 21 contains 818 members 
Mstep: Class 22 contains 289927 members 
Mstep: Class 23 contains 22742 members 
Mstep: Class 24 contains 2271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161399008.000000 Penalty: 84311.421875
Iteration 69Q: 25 clusters Score -1.61399e+08 nChanged 10179
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11500 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 19415 members 
Mstep: Class 4 contains 224865 members 
Mstep: Class 5 contains 175464 members 
Mstep: Class 6 contains 248022 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 2693 members 
Mstep: Class 9 contains 9639 members 
Mstep: Class 10 contains 23902 members 
Mstep: Class 11 contains 36289 members 
Mstep: Class 12 contains 41595 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 77062 members 
Mstep: Class 15 contains 19310 members 
Mstep: Class 16 contains 11225 members 
Mstep: Class 17 contains 8954 members 
Mstep: Class 18 contains 100892 members 
Mstep: Class 19 contains 64335 members 
Mstep: Class 20 contains 20865 members 
Mstep: Class 21 contains 818 members 
Mstep: Class 22 contains 289127 members 
Mstep: Class 23 contains 22849 members 
Mstep: Class 24 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161399280.000000 Penalty: 84311.421875
Iteration 70Q: 25 clusters Score -1.613993e+08 nChanged 9999
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11426 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 19716 members 
Mstep: Class 4 contains 224302 members 
Mstep: Class 5 contains 175223 members 
Mstep: Class 6 contains 246079 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 9553 members 
Mstep: Class 10 contains 24911 members 
Mstep: Class 11 contains 36225 members 
Mstep: Class 12 contains 42499 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 77008 members 
Mstep: Class 15 contains 19349 members 
Mstep: Class 16 contains 11240 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 102533 members 
Mstep: Class 19 contains 64475 members 
Mstep: Class 20 contains 20517 members 
Mstep: Class 21 contains 819 members 
Mstep: Class 22 contains 288355 members 
Mstep: Class 23 contains 22969 members 
Mstep: Class 24 contains 2274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161399968.000000 Penalty: 84311.421875
Iteration 71Q: 25 clusters Score -1.614e+08 nChanged 9794
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20010 members 
Mstep: Class 4 contains 223796 members 
Mstep: Class 5 contains 175023 members 
Mstep: Class 6 contains 244239 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 2657 members 
Mstep: Class 9 contains 9471 members 
Mstep: Class 10 contains 25882 members 
Mstep: Class 11 contains 36187 members 
Mstep: Class 12 contains 43346 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 76966 members 
Mstep: Class 15 contains 19369 members 
Mstep: Class 16 contains 11263 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 104217 members 
Mstep: Class 19 contains 64611 members 
Mstep: Class 20 contains 20204 members 
Mstep: Class 21 contains 822 members 
Mstep: Class 22 contains 287381 members 
Mstep: Class 23 contains 23076 members 
Mstep: Class 24 contains 2273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161401632.000000 Penalty: 84311.421875
Iteration 72Q: 25 clusters Score -1.614016e+08 nChanged 9499
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 1225 members 
Mstep: Class 3 contains 20269 members 
Mstep: Class 4 contains 223392 members 
Mstep: Class 5 contains 174911 members 
Mstep: Class 6 contains 242458 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 9417 members 
Mstep: Class 10 contains 26751 members 
Mstep: Class 11 contains 36133 members 
Mstep: Class 12 contains 44187 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 76900 members 
Mstep: Class 15 contains 19392 members 
Mstep: Class 16 contains 11279 members 
Mstep: Class 17 contains 8966 members 
Mstep: Class 18 contains 105918 members 
Mstep: Class 19 contains 64737 members 
Mstep: Class 20 contains 19916 members 
Mstep: Class 21 contains 820 members 
Mstep: Class 22 contains 286291 members 
Mstep: Class 23 contains 23173 members 
Mstep: Class 24 contains 2270 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161402112.000000 Penalty: 84311.421875
Iteration 73Q: 25 clusters Score -1.614021e+08 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 20515 members 
Mstep: Class 4 contains 223112 members 
Mstep: Class 5 contains 174755 members 
Mstep: Class 6 contains 240945 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 9 contains 9352 members 
Mstep: Class 10 contains 27526 members 
Mstep: Class 11 contains 36088 members 
Mstep: Class 12 contains 44951 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 76841 members 
Mstep: Class 15 contains 19420 members 
Mstep: Class 16 contains 11300 members 
Mstep: Class 17 contains 8978 members 
Mstep: Class 18 contains 107568 members 
Mstep: Class 19 contains 64840 members 
Mstep: Class 20 contains 19629 members 
Mstep: Class 21 contains 817 members 
Mstep: Class 22 contains 285123 members 
Mstep: Class 23 contains 23247 members 
Mstep: Class 24 contains 2268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161402688.000000 Penalty: 84311.421875
Iteration 74Q: 25 clusters Score -1.614027e+08 nChanged 8511
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 1226 members 
Mstep: Class 3 contains 20747 members 
Mstep: Class 4 contains 222850 members 
Mstep: Class 5 contains 174621 members 
Mstep: Class 6 contains 239625 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 10 contains 28211 members 
Mstep: Class 11 contains 36061 members 
Mstep: Class 12 contains 45701 members 
Mstep: Class 13 contains 2748 members 
Mstep: Class 14 contains 76788 members 
Mstep: Class 15 contains 19446 members 
Mstep: Class 16 contains 11311 members 
Mstep: Class 17 contains 8987 members 
Mstep: Class 18 contains 109204 members 
Mstep: Class 19 contains 64997 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 817 members 
Mstep: Class 22 contains 283774 members 
Mstep: Class 23 contains 23315 members 
Mstep: Class 24 contains 2266 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161403744.000000 Penalty: 84311.421875
Iteration 75Q: 25 clusters Score -1.614037e+08 nChanged 8074
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 20969 members 
Mstep: Class 4 contains 222674 members 
Mstep: Class 5 contains 174484 members 
Mstep: Class 6 contains 238442 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 9256 members 
Mstep: Class 10 contains 28845 members 
Mstep: Class 11 contains 36029 members 
Mstep: Class 12 contains 46368 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 76741 members 
Mstep: Class 15 contains 19481 members 
Mstep: Class 16 contains 11323 members 
Mstep: Class 17 contains 8998 members 
Mstep: Class 18 contains 110826 members 
Mstep: Class 19 contains 65175 members 
Mstep: Class 20 contains 19066 members 
Mstep: Class 21 contains 818 members 
Mstep: Class 22 contains 282327 members 
Mstep: Class 23 contains 23385 members 
Mstep: Class 24 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161404304.000000 Penalty: 84311.421875
Iteration 76Q: 25 clusters Score -1.614043e+08 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 21199 members 
Mstep: Class 4 contains 222482 members 
Mstep: Class 5 contains 174510 members 
Mstep: Class 6 contains 237389 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 2602 members 
Mstep: Class 9 contains 9214 members 
Mstep: Class 10 contains 29447 members 
Mstep: Class 11 contains 36000 members 
Mstep: Class 12 contains 47006 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 76677 members 
Mstep: Class 15 contains 19510 members 
Mstep: Class 16 contains 11333 members 
Mstep: Class 17 contains 8993 members 
Mstep: Class 18 contains 112512 members 
Mstep: Class 19 contains 65360 members 
Mstep: Class 20 contains 18786 members 
Mstep: Class 21 contains 820 members 
Mstep: Class 22 contains 280628 members 
Mstep: Class 23 contains 23443 members 
Mstep: Class 24 contains 2264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161404528.000000 Penalty: 84311.421875
Iteration 77Q: 25 clusters Score -1.614045e+08 nChanged 7742
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 21466 members 
Mstep: Class 4 contains 222279 members 
Mstep: Class 5 contains 174518 members 
Mstep: Class 6 contains 236524 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 2600 members 
Mstep: Class 9 contains 9181 members 
Mstep: Class 10 contains 29982 members 
Mstep: Class 11 contains 35980 members 
Mstep: Class 12 contains 47594 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 76628 members 
Mstep: Class 15 contains 19516 members 
Mstep: Class 16 contains 11336 members 
Mstep: Class 17 contains 8988 members 
Mstep: Class 18 contains 114226 members 
Mstep: Class 19 contains 65563 members 
Mstep: Class 20 contains 18503 members 
Mstep: Class 21 contains 817 members 
Mstep: Class 22 contains 278788 members 
Mstep: Class 23 contains 23510 members 
Mstep: Class 24 contains 2263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161405248.000000 Penalty: 84311.421875
Iteration 78Q: 25 clusters Score -1.614052e+08 nChanged 7454
Entering ConstructFrom: 
Score: -161405248.000000 Penalty: 84311.421875
Entering ConstructFrom: 
Trying to split cluster 1 (10752 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Entering Unmasked Estep 
Score: -1200086.125000 Penalty: 2302.146240
	Iteration 0F: 2 clusters Score -1200086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -1192027.250000 Penalty: 4604.292480
	Iteration 0F: 3 clusters Score -1192027 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1194807.750000 Penalty: 4604.292480
	Iteration 1F: 3 clusters Score -1194808 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1195852.875000 Penalty: 4604.292480
	Iteration 2F: 3 clusters Score -1195853 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1196852.250000 Penalty: 4604.292480
	Iteration 3F: 3 clusters Score -1196852 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1197706.500000 Penalty: 4604.292480
	Iteration 4F: 3 clusters Score -1197706 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1198322.125000 Penalty: 4604.292480
	Iteration 5F: 3 clusters Score -1198322 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1198725.125000 Penalty: 4604.292480
	Iteration 6F: 3 clusters Score -1198725 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1198942.000000 Penalty: 4604.292480
	Iteration 7Q: 3 clusters Score -1198942 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1199046.875000 Penalty: 4604.292480
	Iteration 8Q: 3 clusters Score -1199047 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1199103.750000 Penalty: 4604.292480
	Iteration 9Q: 3 clusters Score -1199104 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -1199136.750000 Penalty: 4604.292480
	Iteration 10Q: 3 clusters Score -1199137 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -1199162.750000 Penalty: 4604.292480
	Iteration 11Q: 3 clusters Score -1199163 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1199178.375000 Penalty: 4604.292480
	Iteration 12Q: 3 clusters Score -1199178 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1199189.250000 Penalty: 4604.292480
	Iteration 13Q: 3 clusters Score -1199189 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1199206.250000 Penalty: 4604.292480
	Iteration 14Q: 3 clusters Score -1199206 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1199218.000000 Penalty: 4604.292480
	Iteration 15Q: 3 clusters Score -1199218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1199231.500000 Penalty: 4604.292480
	Iteration 16Q: 3 clusters Score -1199232 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1199244.500000 Penalty: 4604.292480
	Iteration 17Q: 3 clusters Score -1199244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1199254.250000 Penalty: 4604.292480
	Iteration 18Q: 3 clusters Score -1199254 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1199261.625000 Penalty: 4604.292480
	Iteration 19Q: 3 clusters Score -1199262 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1199270.500000 Penalty: 4604.292480
	Iteration 20F: 3 clusters Score -1199270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -1199273.375000 Penalty: 4604.292480
	Iteration 21Q: 3 clusters Score -1199273 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1199275.625000 Penalty: 4604.292480
	Iteration 22Q: 3 clusters Score -1199276 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -1199280.000000 Penalty: 4604.292480
	Iteration 23Q: 3 clusters Score -1199280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1199287.000000 Penalty: 4604.292480
	Iteration 24Q: 3 clusters Score -1199287 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1199289.000000 Penalty: 4604.292480
	Iteration 25Q: 3 clusters Score -1199289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1199294.625000 Penalty: 4604.292480
	Iteration 26Q: 3 clusters Score -1199295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -1199297.750000 Penalty: 4604.292480
	Iteration 27Q: 3 clusters Score -1199298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1199305.125000 Penalty: 4604.292480
	Iteration 28Q: 3 clusters Score -1199305 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1199311.125000 Penalty: 4604.292480
	Iteration 29Q: 3 clusters Score -1199311 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1199312.500000 Penalty: 4604.292480
	Iteration 30Q: 3 clusters Score -1199312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1199315.125000 Penalty: 4604.292480
	Iteration 31Q: 3 clusters Score -1199315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -1199313.000000 Penalty: 4604.292480
	Iteration 32Q: 3 clusters Score -1199313 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1199313.625000 Penalty: 4604.292480
	Iteration 33Q: 3 clusters Score -1199314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1199315.375000 Penalty: 4604.292480
	Iteration 34Q: 3 clusters Score -1199315 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1199319.250000 Penalty: 4604.292480
	Iteration 35Q: 3 clusters Score -1199319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1199317.875000 Penalty: 4604.292480
	Iteration 36Q: 3 clusters Score -1199318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1199317.625000 Penalty: 4604.292480
	Iteration 37Q: 3 clusters Score -1199318 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1199318.000000 Penalty: 4604.292480
	Iteration 38Q: 3 clusters Score -1199318 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1199322.250000 Penalty: 4604.292480
	Iteration 39Q: 3 clusters Score -1199322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1199323.500000 Penalty: 4604.292480
	Iteration 40F: 3 clusters Score -1199324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1199325.750000 Penalty: 4604.292480
	Iteration 41Q: 3 clusters Score -1199326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1199329.125000 Penalty: 4604.292480
	Iteration 42Q: 3 clusters Score -1199329 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9133 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1199330.875000 Penalty: 4604.292480
	Iteration 43Q: 3 clusters Score -1199331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1199334.250000 Penalty: 4604.292480
	Iteration 44Q: 3 clusters Score -1199334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1199335.125000 Penalty: 4604.292480
	Iteration 45Q: 3 clusters Score -1199335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1199335.625000 Penalty: 4604.292480
	Iteration 46Q: 3 clusters Score -1199336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1199339.750000 Penalty: 4604.292480
	Iteration 47Q: 3 clusters Score -1199340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1199339.875000 Penalty: 4604.292480
	Iteration 48Q: 3 clusters Score -1199340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1199339.750000 Penalty: 4604.292480
	Iteration 49Q: 3 clusters Score -1199340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1199337.750000 Penalty: 4604.292480
	Iteration 50Q: 3 clusters Score -1199338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1199339.125000 Penalty: 4604.292480
	Iteration 51Q: 3 clusters Score -1199339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1199339.875000 Penalty: 4604.292480
	Iteration 52Q: 3 clusters Score -1199340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1199340.125000 Penalty: 4604.292480
	Iteration 53Q: 3 clusters Score -1199340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9179 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -1199340.375000 Penalty: 4604.292480
	Iteration 54Q: 3 clusters Score -1199340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1199341.000000 Penalty: 4604.292480
	Iteration 55Q: 3 clusters Score -1199341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1199345.000000 Penalty: 4604.292480
	Iteration 56Q: 3 clusters Score -1199345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1199345.875000 Penalty: 4604.292480
	Iteration 57Q: 3 clusters Score -1199346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1199348.125000 Penalty: 4604.292480
	Iteration 58Q: 3 clusters Score -1199348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1199350.125000 Penalty: 4604.292480
	Iteration 59Q: 3 clusters Score -1199350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1199350.375000 Penalty: 4604.292480
	Iteration 60F: 3 clusters Score -1199350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1199350.750000 Penalty: 4604.292480
	Iteration 61Q: 3 clusters Score -1199351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1199352.125000 Penalty: 4604.292480
	Iteration 62Q: 3 clusters Score -1199352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1199352.750000 Penalty: 4604.292480
	Iteration 63Q: 3 clusters Score -1199353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1199354.500000 Penalty: 4604.292480
	Iteration 64Q: 3 clusters Score -1199354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1199355.125000 Penalty: 4604.292480
	Iteration 65Q: 3 clusters Score -1199355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -1199355.750000 Penalty: 4604.292480
	Iteration 66Q: 3 clusters Score -1199356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1199355.125000 Penalty: 4604.292480
	Iteration 67Q: 3 clusters Score -1199355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1199355.125000 Penalty: 4604.292480
	Iteration 68F: 3 clusters Score -1199355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Entering Unmasked Estep 
Score: -89474.773438 Penalty: 1763.250122
	Iteration 0F: 2 clusters Score -89474.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -87455.007812 Penalty: 3526.500244
	Iteration 0F: 3 clusters Score -87455.01 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -88106.421875 Penalty: 3526.500244
	Iteration 1F: 3 clusters Score -88106.42 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -88455.546875 Penalty: 3526.500244
	Iteration 2F: 3 clusters Score -88455.55 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -88874.414062 Penalty: 3526.500244
	Iteration 3F: 3 clusters Score -88874.41 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -89670.921875 Penalty: 3526.500244
	Iteration 4F: 3 clusters Score -89670.92 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -89906.421875 Penalty: 3526.500244
	Iteration 5F: 3 clusters Score -89906.42 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -90090.851562 Penalty: 3526.500244
	Iteration 6Q: 3 clusters Score -90090.85 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -90183.007812 Penalty: 3526.500244
	Iteration 7Q: 3 clusters Score -90183.01 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -90223.078125 Penalty: 3526.500244
	Iteration 8Q: 3 clusters Score -90223.08 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90267.625000 Penalty: 3526.500244
	Iteration 9Q: 3 clusters Score -90267.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90311.320312 Penalty: 3526.500244
	Iteration 10Q: 3 clusters Score -90311.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -90352.632812 Penalty: 3526.500244
	Iteration 11Q: 3 clusters Score -90352.63 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90375.257812 Penalty: 3526.500244
	Iteration 12Q: 3 clusters Score -90375.26 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -90387.664062 Penalty: 3526.500244
	Iteration 13Q: 3 clusters Score -90387.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90436.312500 Penalty: 3526.500244
	Iteration 14Q: 3 clusters Score -90436.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -90464.187500 Penalty: 3526.500244
	Iteration 15Q: 3 clusters Score -90464.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -90473.640625 Penalty: 3526.500244
	Iteration 16Q: 3 clusters Score -90473.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -90474.992188 Penalty: 3526.500244
	Iteration 17Q: 3 clusters Score -90474.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90478.546875 Penalty: 3526.500244
	Iteration 18Q: 3 clusters Score -90478.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -90478.546875 Penalty: 3526.500244
	Iteration 19F: 3 clusters Score -90478.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 791 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 222097 members 
Mstep: Class 5 contains 174490 members 
Mstep: Class 6 contains 235835 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 9148 members 
Mstep: Class 10 contains 30499 members 
Mstep: Class 11 contains 35944 members 
Mstep: Class 12 contains 48161 members 
Mstep: Class 13 contains 2749 members 
Mstep: Class 14 contains 76573 members 
Mstep: Class 15 contains 19512 members 
Mstep: Class 16 contains 11346 members 
Mstep: Class 17 contains 8994 members 
Mstep: Class 18 contains 116009 members 
Mstep: Class 19 contains 65736 members 
Mstep: Class 20 contains 18229 members 
Mstep: Class 21 contains 816 members 
Mstep: Class 22 contains 276814 members 
Mstep: Class 23 contains 23574 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 433 members 
Entering Unmasked Estep 
Score: -161405072.000000 Penalty: 87824.398438
Splitting cluster 2 changes total score from -161405248.000000 to -161405072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (21708 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21708 members 
Entering Unmasked Estep 
Score: -2391959.750000 Penalty: 2476.388184
	Iteration 0F: 2 clusters Score -2391960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2376711.250000 Penalty: 4952.776367
	Iteration 0F: 3 clusters Score -2376711 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2382140.250000 Penalty: 4952.776367
	Iteration 1F: 3 clusters Score -2382140 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 10068 members 
Entering Unmasked Estep 
Score: -2382691.750000 Penalty: 4952.776367
	Iteration 2F: 3 clusters Score -2382692 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2383270.500000 Penalty: 4952.776367
	Iteration 3F: 3 clusters Score -2383270 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -2383856.500000 Penalty: 4952.776367
	Iteration 4F: 3 clusters Score -2383856 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -2384555.500000 Penalty: 4952.776367
	Iteration 5F: 3 clusters Score -2384556 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13223 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2385303.250000 Penalty: 4952.776367
	Iteration 6F: 3 clusters Score -2385303 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -2386058.500000 Penalty: 4952.776367
	Iteration 7F: 3 clusters Score -2386058 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2386804.750000 Penalty: 4952.776367
	Iteration 8Q: 3 clusters Score -2386805 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -2387511.750000 Penalty: 4952.776367
	Iteration 9Q: 3 clusters Score -2387512 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -2388080.250000 Penalty: 4952.776367
	Iteration 10Q: 3 clusters Score -2388080 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -2388434.500000 Penalty: 4952.776367
	Iteration 11Q: 3 clusters Score -2388434 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2388639.250000 Penalty: 4952.776367
	Iteration 12Q: 3 clusters Score -2388639 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15219 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2388744.250000 Penalty: 4952.776367
	Iteration 13Q: 3 clusters Score -2388744 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -2388819.000000 Penalty: 4952.776367
	Iteration 14Q: 3 clusters Score -2388819 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -2388892.000000 Penalty: 4952.776367
	Iteration 15Q: 3 clusters Score -2388892 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2388932.250000 Penalty: 4952.776367
	Iteration 16Q: 3 clusters Score -2388932 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2388954.750000 Penalty: 4952.776367
	Iteration 17Q: 3 clusters Score -2388955 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -2388977.250000 Penalty: 4952.776367
	Iteration 18Q: 3 clusters Score -2388977 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -2388996.500000 Penalty: 4952.776367
	Iteration 19Q: 3 clusters Score -2388996 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -2389020.250000 Penalty: 4952.776367
	Iteration 20F: 3 clusters Score -2389020 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -2389024.750000 Penalty: 4952.776367
	Iteration 21Q: 3 clusters Score -2389025 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2389033.500000 Penalty: 4952.776367
	Iteration 22Q: 3 clusters Score -2389034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16116 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2389039.500000 Penalty: 4952.776367
	Iteration 23Q: 3 clusters Score -2389040 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2389049.000000 Penalty: 4952.776367
	Iteration 24Q: 3 clusters Score -2389049 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2389056.500000 Penalty: 4952.776367
	Iteration 25Q: 3 clusters Score -2389056 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16192 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -2389062.500000 Penalty: 4952.776367
	Iteration 26Q: 3 clusters Score -2389062 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -2389058.250000 Penalty: 4952.776367
	Iteration 27Q: 3 clusters Score -2389058 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -2389061.000000 Penalty: 4952.776367
	Iteration 28Q: 3 clusters Score -2389061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -2389066.750000 Penalty: 4952.776367
	Iteration 29Q: 3 clusters Score -2389067 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2389066.000000 Penalty: 4952.776367
	Iteration 30Q: 3 clusters Score -2389066 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16267 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2389062.500000 Penalty: 4952.776367
	Iteration 31Q: 3 clusters Score -2389062 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2389069.250000 Penalty: 4952.776367
	Iteration 32Q: 3 clusters Score -2389069 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -2389072.000000 Penalty: 4952.776367
	Iteration 33Q: 3 clusters Score -2389072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -2389068.500000 Penalty: 4952.776367
	Iteration 34Q: 3 clusters Score -2389068 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16306 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -2389070.750000 Penalty: 4952.776367
	Iteration 35Q: 3 clusters Score -2389071 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -2389070.500000 Penalty: 4952.776367
	Iteration 36Q: 3 clusters Score -2389070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2389071.250000 Penalty: 4952.776367
	Iteration 37Q: 3 clusters Score -2389071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -2389073.000000 Penalty: 4952.776367
	Iteration 38Q: 3 clusters Score -2389073 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -2389072.500000 Penalty: 4952.776367
	Iteration 39Q: 3 clusters Score -2389072 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -2389075.000000 Penalty: 4952.776367
	Iteration 40F: 3 clusters Score -2389075 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -2389076.000000 Penalty: 4952.776367
	Iteration 41Q: 3 clusters Score -2389076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2389083.500000 Penalty: 4952.776367
	Iteration 42Q: 3 clusters Score -2389084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2389088.500000 Penalty: 4952.776367
	Iteration 43Q: 3 clusters Score -2389088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16420 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -2389090.000000 Penalty: 4952.776367
	Iteration 44Q: 3 clusters Score -2389090 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -2389093.250000 Penalty: 4952.776367
	Iteration 45Q: 3 clusters Score -2389093 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -2389096.000000 Penalty: 4952.776367
	Iteration 46Q: 3 clusters Score -2389096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2389095.500000 Penalty: 4952.776367
	Iteration 47Q: 3 clusters Score -2389096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -2389101.250000 Penalty: 4952.776367
	Iteration 48Q: 3 clusters Score -2389101 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -2389098.500000 Penalty: 4952.776367
	Iteration 49Q: 3 clusters Score -2389098 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -2389105.250000 Penalty: 4952.776367
	Iteration 50Q: 3 clusters Score -2389105 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 5161 members 
Entering Unmasked Estep 
Score: -2389110.250000 Penalty: 4952.776367
	Iteration 51Q: 3 clusters Score -2389110 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16564 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2389112.750000 Penalty: 4952.776367
	Iteration 52Q: 3 clusters Score -2389113 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -2389116.250000 Penalty: 4952.776367
	Iteration 53Q: 3 clusters Score -2389116 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -2389119.250000 Penalty: 4952.776367
	Iteration 54Q: 3 clusters Score -2389119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2389129.250000 Penalty: 4952.776367
	Iteration 55Q: 3 clusters Score -2389129 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -2389127.250000 Penalty: 4952.776367
	Iteration 56Q: 3 clusters Score -2389127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -2389130.250000 Penalty: 4952.776367
	Iteration 57Q: 3 clusters Score -2389130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -2389130.750000 Penalty: 4952.776367
	Iteration 58Q: 3 clusters Score -2389131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2389126.500000 Penalty: 4952.776367
	Iteration 59Q: 3 clusters Score -2389126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -2389134.750000 Penalty: 4952.776367
	Iteration 60F: 3 clusters Score -2389135 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -2389133.500000 Penalty: 4952.776367
	Iteration 61Q: 3 clusters Score -2389134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -2389133.000000 Penalty: 4952.776367
	Iteration 62Q: 3 clusters Score -2389133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -2389126.250000 Penalty: 4952.776367
	Iteration 63Q: 3 clusters Score -2389126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -2389128.500000 Penalty: 4952.776367
	Iteration 64Q: 3 clusters Score -2389128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16736 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -2389129.750000 Penalty: 4952.776367
	Iteration 65Q: 3 clusters Score -2389130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2389133.250000 Penalty: 4952.776367
	Iteration 66Q: 3 clusters Score -2389133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2389130.000000 Penalty: 4952.776367
	Iteration 67Q: 3 clusters Score -2389130 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -2389128.000000 Penalty: 4952.776367
	Iteration 68Q: 3 clusters Score -2389128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -2389134.750000 Penalty: 4952.776367
	Iteration 69Q: 3 clusters Score -2389135 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -2389140.500000 Penalty: 4952.776367
	Iteration 70Q: 3 clusters Score -2389140 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -2389137.500000 Penalty: 4952.776367
	Iteration 71Q: 3 clusters Score -2389138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -2389139.750000 Penalty: 4952.776367
	Iteration 72Q: 3 clusters Score -2389140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2389139.000000 Penalty: 4952.776367
	Iteration 73Q: 3 clusters Score -2389139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -2389138.750000 Penalty: 4952.776367
	Iteration 74Q: 3 clusters Score -2389139 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -2389140.500000 Penalty: 4952.776367
	Iteration 75Q: 3 clusters Score -2389140 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -2389146.250000 Penalty: 4952.776367
	Iteration 76Q: 3 clusters Score -2389146 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16878 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -2389155.500000 Penalty: 4952.776367
	Iteration 77Q: 3 clusters Score -2389156 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -2389154.750000 Penalty: 4952.776367
	Iteration 78Q: 3 clusters Score -2389155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16919 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -2389159.500000 Penalty: 4952.776367
	Iteration 79Q: 3 clusters Score -2389160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2389160.250000 Penalty: 4952.776367
	Iteration 80F: 3 clusters Score -2389160 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -2389170.750000 Penalty: 4952.776367
	Iteration 81Q: 3 clusters Score -2389171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16958 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -2389169.500000 Penalty: 4952.776367
	Iteration 82Q: 3 clusters Score -2389170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -2389173.750000 Penalty: 4952.776367
	Iteration 83Q: 3 clusters Score -2389174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2389177.500000 Penalty: 4952.776367
	Iteration 84Q: 3 clusters Score -2389178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2389175.000000 Penalty: 4952.776367
	Iteration 85Q: 3 clusters Score -2389175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -2389178.750000 Penalty: 4952.776367
	Iteration 86Q: 3 clusters Score -2389179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2389176.250000 Penalty: 4952.776367
	Iteration 87Q: 3 clusters Score -2389176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -2389177.750000 Penalty: 4952.776367
	Iteration 88Q: 3 clusters Score -2389178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -2389176.250000 Penalty: 4952.776367
	Iteration 89Q: 3 clusters Score -2389176 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -2389182.250000 Penalty: 4952.776367
	Iteration 90Q: 3 clusters Score -2389182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17015 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -2389188.250000 Penalty: 4952.776367
	Iteration 91Q: 3 clusters Score -2389188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2389188.250000 Penalty: 4952.776367
	Iteration 92Q: 3 clusters Score -2389188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2389192.000000 Penalty: 4952.776367
	Iteration 93Q: 3 clusters Score -2389192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2389190.000000 Penalty: 4952.776367
	Iteration 94Q: 3 clusters Score -2389190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17061 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -2389195.750000 Penalty: 4952.776367
	Iteration 95Q: 3 clusters Score -2389196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2389193.750000 Penalty: 4952.776367
	Iteration 96Q: 3 clusters Score -2389194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17081 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2389192.250000 Penalty: 4952.776367
	Iteration 97Q: 3 clusters Score -2389192 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 4623 members 
Entering Unmasked Estep 
Score: -2389194.750000 Penalty: 4952.776367
	Iteration 98Q: 3 clusters Score -2389195 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2389191.250000 Penalty: 4952.776367
	Iteration 99Q: 3 clusters Score -2389191 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2389195.500000 Penalty: 4952.776367
	Iteration 100F: 3 clusters Score -2389196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2389197.250000 Penalty: 4952.776367
	Iteration 101Q: 3 clusters Score -2389197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2389201.000000 Penalty: 4952.776367
	Iteration 102Q: 3 clusters Score -2389201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -2389198.500000 Penalty: 4952.776367
	Iteration 103Q: 3 clusters Score -2389198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -2389199.750000 Penalty: 4952.776367
	Iteration 104Q: 3 clusters Score -2389200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -2389200.500000 Penalty: 4952.776367
	Iteration 105Q: 3 clusters Score -2389200 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -2389201.000000 Penalty: 4952.776367
	Iteration 106Q: 3 clusters Score -2389201 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2389207.500000 Penalty: 4952.776367
	Iteration 107Q: 3 clusters Score -2389208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -2389205.000000 Penalty: 4952.776367
	Iteration 108Q: 3 clusters Score -2389205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -2389206.000000 Penalty: 4952.776367
	Iteration 109Q: 3 clusters Score -2389206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -2389212.750000 Penalty: 4952.776367
	Iteration 110Q: 3 clusters Score -2389213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -2389215.250000 Penalty: 4952.776367
	Iteration 111Q: 3 clusters Score -2389215 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -2389217.750000 Penalty: 4952.776367
	Iteration 112Q: 3 clusters Score -2389218 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2389218.500000 Penalty: 4952.776367
	Iteration 113Q: 3 clusters Score -2389218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -2389212.500000 Penalty: 4952.776367
	Iteration 114Q: 3 clusters Score -2389212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2389214.750000 Penalty: 4952.776367
	Iteration 115Q: 3 clusters Score -2389215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2389213.500000 Penalty: 4952.776367
	Iteration 116Q: 3 clusters Score -2389214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2389215.500000 Penalty: 4952.776367
	Iteration 117Q: 3 clusters Score -2389216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2389215.500000 Penalty: 4952.776367
	Iteration 118F: 3 clusters Score -2389216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (222097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222097 members 
Entering Unmasked Estep 
Score: -26109234.000000 Penalty: 3053.095459
	Iteration 0F: 2 clusters Score -2.610923e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111173 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -25965828.000000 Penalty: 6106.190918
	Iteration 0F: 3 clusters Score -2.596583e+07 nChanged 106575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115458 members 
Mstep: Class 2 contains 106639 members 
Entering Unmasked Estep 
Score: -26027894.000000 Penalty: 6106.190918
	Iteration 1F: 3 clusters Score -2.602789e+07 nChanged 6051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118057 members 
Mstep: Class 2 contains 104040 members 
Entering Unmasked Estep 
Score: -26029280.000000 Penalty: 6106.190918
	Iteration 2Q: 3 clusters Score -2.602928e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122088 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -26031094.000000 Penalty: 6106.190918
	Iteration 3Q: 3 clusters Score -2.603109e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128229 members 
Mstep: Class 2 contains 93868 members 
Entering Unmasked Estep 
Score: -26033594.000000 Penalty: 6106.190918
	Iteration 4Q: 3 clusters Score -2.603359e+07 nChanged 9970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137441 members 
Mstep: Class 2 contains 84656 members 
Entering Unmasked Estep 
Score: -26037434.000000 Penalty: 6106.190918
	Iteration 5Q: 3 clusters Score -2.603743e+07 nChanged 13517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150644 members 
Mstep: Class 2 contains 71453 members 
Entering Unmasked Estep 
Score: -26045180.000000 Penalty: 6106.190918
	Iteration 6F: 3 clusters Score -2.604518e+07 nChanged 17651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168223 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -26058526.000000 Penalty: 6106.190918
	Iteration 7F: 3 clusters Score -2.605853e+07 nChanged 19670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187865 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -26074754.000000 Penalty: 6106.190918
	Iteration 8F: 3 clusters Score -2.607475e+07 nChanged 16827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204686 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -26090192.000000 Penalty: 6106.190918
	Iteration 9F: 3 clusters Score -2.609019e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215071 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -26099984.000000 Penalty: 6106.190918
	Iteration 10Q: 3 clusters Score -2.609998e+07 nChanged 4583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219648 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -26104256.000000 Penalty: 6106.190918
	Iteration 11Q: 3 clusters Score -2.610426e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221179 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -26105538.000000 Penalty: 6106.190918
	Iteration 12Q: 3 clusters Score -2.610554e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221636 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -26106070.000000 Penalty: 6106.190918
	Iteration 13Q: 3 clusters Score -2.610607e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221774 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -26106268.000000 Penalty: 6106.190918
	Iteration 14Q: 3 clusters Score -2.610627e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221831 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -26106352.000000 Penalty: 6106.190918
	Iteration 15Q: 3 clusters Score -2.610635e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221849 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -26106422.000000 Penalty: 6106.190918
	Iteration 16Q: 3 clusters Score -2.610642e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221856 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -26106452.000000 Penalty: 6106.190918
	Iteration 17Q: 3 clusters Score -2.610645e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221862 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -26106460.000000 Penalty: 6106.190918
	Iteration 18Q: 3 clusters Score -2.610646e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221868 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26106474.000000 Penalty: 6106.190918
	Iteration 19Q: 3 clusters Score -2.610647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221869 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -26106496.000000 Penalty: 6106.190918
	Iteration 20F: 3 clusters Score -2.61065e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221868 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26106500.000000 Penalty: 6106.190918
	Iteration 21Q: 3 clusters Score -2.61065e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221868 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26106498.000000 Penalty: 6106.190918
	Iteration 22Q: 3 clusters Score -2.61065e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221868 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -26106498.000000 Penalty: 6106.190918
	Iteration 23F: 3 clusters Score -2.61065e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (174490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174490 members 
Entering Unmasked Estep 
Score: -20491346.000000 Penalty: 2993.266602
	Iteration 0F: 2 clusters Score -2.049135e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87065 members 
Mstep: Class 2 contains 87425 members 
Entering Unmasked Estep 
Score: -20378292.000000 Penalty: 5986.533203
	Iteration 0F: 3 clusters Score -2.037829e+07 nChanged 83568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85631 members 
Mstep: Class 2 contains 88859 members 
Entering Unmasked Estep 
Score: -20427034.000000 Penalty: 5986.533203
	Iteration 1F: 3 clusters Score -2.042703e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85173 members 
Mstep: Class 2 contains 89317 members 
Entering Unmasked Estep 
Score: -20429052.000000 Penalty: 5986.533203
	Iteration 2Q: 3 clusters Score -2.042905e+07 nChanged 6703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84660 members 
Mstep: Class 2 contains 89830 members 
Entering Unmasked Estep 
Score: -20432350.000000 Penalty: 5986.533203
	Iteration 3Q: 3 clusters Score -2.043235e+07 nChanged 8783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84473 members 
Mstep: Class 2 contains 90017 members 
Entering Unmasked Estep 
Score: -20437622.000000 Penalty: 5986.533203
	Iteration 4F: 3 clusters Score -2.043762e+07 nChanged 10869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85132 members 
Mstep: Class 2 contains 89358 members 
Entering Unmasked Estep 
Score: -20445504.000000 Penalty: 5986.533203
	Iteration 5F: 3 clusters Score -2.04455e+07 nChanged 12987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 87533 members 
Entering Unmasked Estep 
Score: -20455142.000000 Penalty: 5986.533203
	Iteration 6F: 3 clusters Score -2.045514e+07 nChanged 13387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89612 members 
Mstep: Class 2 contains 84878 members 
Entering Unmasked Estep 
Score: -20465198.000000 Penalty: 5986.533203
	Iteration 7F: 3 clusters Score -2.04652e+07 nChanged 11645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92329 members 
Mstep: Class 2 contains 82161 members 
Entering Unmasked Estep 
Score: -20472586.000000 Penalty: 5986.533203
	Iteration 8F: 3 clusters Score -2.047259e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94499 members 
Mstep: Class 2 contains 79991 members 
Entering Unmasked Estep 
Score: -20476402.000000 Penalty: 5986.533203
	Iteration 9Q: 3 clusters Score -2.04764e+07 nChanged 5096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96121 members 
Mstep: Class 2 contains 78369 members 
Entering Unmasked Estep 
Score: -20478246.000000 Penalty: 5986.533203
	Iteration 10Q: 3 clusters Score -2.047825e+07 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97298 members 
Mstep: Class 2 contains 77192 members 
Entering Unmasked Estep 
Score: -20479130.000000 Penalty: 5986.533203
	Iteration 11Q: 3 clusters Score -2.047913e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98167 members 
Mstep: Class 2 contains 76323 members 
Entering Unmasked Estep 
Score: -20479632.000000 Penalty: 5986.533203
	Iteration 12Q: 3 clusters Score -2.047963e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98828 members 
Mstep: Class 2 contains 75662 members 
Entering Unmasked Estep 
Score: -20480124.000000 Penalty: 5986.533203
	Iteration 13Q: 3 clusters Score -2.048012e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99346 members 
Mstep: Class 2 contains 75144 members 
Entering Unmasked Estep 
Score: -20480356.000000 Penalty: 5986.533203
	Iteration 14Q: 3 clusters Score -2.048036e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99771 members 
Mstep: Class 2 contains 74719 members 
Entering Unmasked Estep 
Score: -20480540.000000 Penalty: 5986.533203
	Iteration 15Q: 3 clusters Score -2.048054e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100033 members 
Mstep: Class 2 contains 74457 members 
Entering Unmasked Estep 
Score: -20480678.000000 Penalty: 5986.533203
	Iteration 16Q: 3 clusters Score -2.048068e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100263 members 
Mstep: Class 2 contains 74227 members 
Entering Unmasked Estep 
Score: -20480914.000000 Penalty: 5986.533203
	Iteration 17Q: 3 clusters Score -2.048091e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100432 members 
Mstep: Class 2 contains 74058 members 
Entering Unmasked Estep 
Score: -20481150.000000 Penalty: 5986.533203
	Iteration 18Q: 3 clusters Score -2.048115e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100514 members 
Mstep: Class 2 contains 73976 members 
Entering Unmasked Estep 
Score: -20481238.000000 Penalty: 5986.533203
	Iteration 19Q: 3 clusters Score -2.048124e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100573 members 
Mstep: Class 2 contains 73917 members 
Entering Unmasked Estep 
Score: -20481314.000000 Penalty: 5986.533203
	Iteration 20F: 3 clusters Score -2.048131e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100576 members 
Mstep: Class 2 contains 73914 members 
Entering Unmasked Estep 
Score: -20481346.000000 Penalty: 5986.533203
	Iteration 21Q: 3 clusters Score -2.048135e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100491 members 
Mstep: Class 2 contains 73999 members 
Entering Unmasked Estep 
Score: -20481318.000000 Penalty: 5986.533203
	Iteration 22Q: 3 clusters Score -2.048132e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100433 members 
Mstep: Class 2 contains 74057 members 
Entering Unmasked Estep 
Score: -20481294.000000 Penalty: 5986.533203
	Iteration 23Q: 3 clusters Score -2.048129e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100351 members 
Mstep: Class 2 contains 74139 members 
Entering Unmasked Estep 
Score: -20481280.000000 Penalty: 5986.533203
	Iteration 24Q: 3 clusters Score -2.048128e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100223 members 
Mstep: Class 2 contains 74267 members 
Entering Unmasked Estep 
Score: -20481278.000000 Penalty: 5986.533203
	Iteration 25Q: 3 clusters Score -2.048128e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100016 members 
Mstep: Class 2 contains 74474 members 
Entering Unmasked Estep 
Score: -20481274.000000 Penalty: 5986.533203
	Iteration 26Q: 3 clusters Score -2.048127e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99735 members 
Mstep: Class 2 contains 74755 members 
Entering Unmasked Estep 
Score: -20481266.000000 Penalty: 5986.533203
	Iteration 27Q: 3 clusters Score -2.048127e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 74990 members 
Entering Unmasked Estep 
Score: -20481306.000000 Penalty: 5986.533203
	Iteration 28Q: 3 clusters Score -2.048131e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99242 members 
Mstep: Class 2 contains 75248 members 
Entering Unmasked Estep 
Score: -20481414.000000 Penalty: 5986.533203
	Iteration 29Q: 3 clusters Score -2.048141e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98985 members 
Mstep: Class 2 contains 75505 members 
Entering Unmasked Estep 
Score: -20481428.000000 Penalty: 5986.533203
	Iteration 30Q: 3 clusters Score -2.048143e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98693 members 
Mstep: Class 2 contains 75797 members 
Entering Unmasked Estep 
Score: -20481432.000000 Penalty: 5986.533203
	Iteration 31Q: 3 clusters Score -2.048143e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98419 members 
Mstep: Class 2 contains 76071 members 
Entering Unmasked Estep 
Score: -20481376.000000 Penalty: 5986.533203
	Iteration 32Q: 3 clusters Score -2.048138e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98114 members 
Mstep: Class 2 contains 76376 members 
Entering Unmasked Estep 
Score: -20481342.000000 Penalty: 5986.533203
	Iteration 33Q: 3 clusters Score -2.048134e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97814 members 
Mstep: Class 2 contains 76676 members 
Entering Unmasked Estep 
Score: -20481390.000000 Penalty: 5986.533203
	Iteration 34Q: 3 clusters Score -2.048139e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97531 members 
Mstep: Class 2 contains 76959 members 
Entering Unmasked Estep 
Score: -20481408.000000 Penalty: 5986.533203
	Iteration 35Q: 3 clusters Score -2.048141e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97226 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -20481396.000000 Penalty: 5986.533203
	Iteration 36Q: 3 clusters Score -2.04814e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96925 members 
Mstep: Class 2 contains 77565 members 
Entering Unmasked Estep 
Score: -20481410.000000 Penalty: 5986.533203
	Iteration 37Q: 3 clusters Score -2.048141e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96640 members 
Mstep: Class 2 contains 77850 members 
Entering Unmasked Estep 
Score: -20481404.000000 Penalty: 5986.533203
	Iteration 38Q: 3 clusters Score -2.04814e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96338 members 
Mstep: Class 2 contains 78152 members 
Entering Unmasked Estep 
Score: -20481416.000000 Penalty: 5986.533203
	Iteration 39Q: 3 clusters Score -2.048142e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95999 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -20481344.000000 Penalty: 5986.533203
	Iteration 40F: 3 clusters Score -2.048134e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95677 members 
Mstep: Class 2 contains 78813 members 
Entering Unmasked Estep 
Score: -20481342.000000 Penalty: 5986.533203
	Iteration 41Q: 3 clusters Score -2.048134e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95363 members 
Mstep: Class 2 contains 79127 members 
Entering Unmasked Estep 
Score: -20481372.000000 Penalty: 5986.533203
	Iteration 42Q: 3 clusters Score -2.048137e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95081 members 
Mstep: Class 2 contains 79409 members 
Entering Unmasked Estep 
Score: -20481406.000000 Penalty: 5986.533203
	Iteration 43Q: 3 clusters Score -2.048141e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94809 members 
Mstep: Class 2 contains 79681 members 
Entering Unmasked Estep 
Score: -20481406.000000 Penalty: 5986.533203
	Iteration 44Q: 3 clusters Score -2.048141e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94549 members 
Mstep: Class 2 contains 79941 members 
Entering Unmasked Estep 
Score: -20481428.000000 Penalty: 5986.533203
	Iteration 45Q: 3 clusters Score -2.048143e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94300 members 
Mstep: Class 2 contains 80190 members 
Entering Unmasked Estep 
Score: -20481426.000000 Penalty: 5986.533203
	Iteration 46Q: 3 clusters Score -2.048143e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94068 members 
Mstep: Class 2 contains 80422 members 
Entering Unmasked Estep 
Score: -20481420.000000 Penalty: 5986.533203
	Iteration 47Q: 3 clusters Score -2.048142e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93830 members 
Mstep: Class 2 contains 80660 members 
Entering Unmasked Estep 
Score: -20481382.000000 Penalty: 5986.533203
	Iteration 48Q: 3 clusters Score -2.048138e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93615 members 
Mstep: Class 2 contains 80875 members 
Entering Unmasked Estep 
Score: -20481368.000000 Penalty: 5986.533203
	Iteration 49Q: 3 clusters Score -2.048137e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93403 members 
Mstep: Class 2 contains 81087 members 
Entering Unmasked Estep 
Score: -20481376.000000 Penalty: 5986.533203
	Iteration 50Q: 3 clusters Score -2.048138e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93196 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -20481430.000000 Penalty: 5986.533203
	Iteration 51Q: 3 clusters Score -2.048143e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92976 members 
Mstep: Class 2 contains 81514 members 
Entering Unmasked Estep 
Score: -20481390.000000 Penalty: 5986.533203
	Iteration 52Q: 3 clusters Score -2.048139e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92787 members 
Mstep: Class 2 contains 81703 members 
Entering Unmasked Estep 
Score: -20481390.000000 Penalty: 5986.533203
	Iteration 53Q: 3 clusters Score -2.048139e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92608 members 
Mstep: Class 2 contains 81882 members 
Entering Unmasked Estep 
Score: -20481414.000000 Penalty: 5986.533203
	Iteration 54Q: 3 clusters Score -2.048141e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 82072 members 
Entering Unmasked Estep 
Score: -20481412.000000 Penalty: 5986.533203
	Iteration 55Q: 3 clusters Score -2.048141e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92229 members 
Mstep: Class 2 contains 82261 members 
Entering Unmasked Estep 
Score: -20481406.000000 Penalty: 5986.533203
	Iteration 56Q: 3 clusters Score -2.048141e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92052 members 
Mstep: Class 2 contains 82438 members 
Entering Unmasked Estep 
Score: -20481430.000000 Penalty: 5986.533203
	Iteration 57Q: 3 clusters Score -2.048143e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91870 members 
Mstep: Class 2 contains 82620 members 
Entering Unmasked Estep 
Score: -20481412.000000 Penalty: 5986.533203
	Iteration 58Q: 3 clusters Score -2.048141e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91687 members 
Mstep: Class 2 contains 82803 members 
Entering Unmasked Estep 
Score: -20481430.000000 Penalty: 5986.533203
	Iteration 59Q: 3 clusters Score -2.048143e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91533 members 
Mstep: Class 2 contains 82957 members 
Entering Unmasked Estep 
Score: -20481408.000000 Penalty: 5986.533203
	Iteration 60F: 3 clusters Score -2.048141e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91365 members 
Mstep: Class 2 contains 83125 members 
Entering Unmasked Estep 
Score: -20481400.000000 Penalty: 5986.533203
	Iteration 61Q: 3 clusters Score -2.04814e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91195 members 
Mstep: Class 2 contains 83295 members 
Entering Unmasked Estep 
Score: -20481442.000000 Penalty: 5986.533203
	Iteration 62Q: 3 clusters Score -2.048144e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90999 members 
Mstep: Class 2 contains 83491 members 
Entering Unmasked Estep 
Score: -20481454.000000 Penalty: 5986.533203
	Iteration 63Q: 3 clusters Score -2.048145e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90796 members 
Mstep: Class 2 contains 83694 members 
Entering Unmasked Estep 
Score: -20481484.000000 Penalty: 5986.533203
	Iteration 64Q: 3 clusters Score -2.048148e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90593 members 
Mstep: Class 2 contains 83897 members 
Entering Unmasked Estep 
Score: -20481470.000000 Penalty: 5986.533203
	Iteration 65Q: 3 clusters Score -2.048147e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90409 members 
Mstep: Class 2 contains 84081 members 
Entering Unmasked Estep 
Score: -20481458.000000 Penalty: 5986.533203
	Iteration 66Q: 3 clusters Score -2.048146e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90203 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -20481438.000000 Penalty: 5986.533203
	Iteration 67Q: 3 clusters Score -2.048144e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90002 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -20481490.000000 Penalty: 5986.533203
	Iteration 68Q: 3 clusters Score -2.048149e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89786 members 
Mstep: Class 2 contains 84704 members 
Entering Unmasked Estep 
Score: -20481496.000000 Penalty: 5986.533203
	Iteration 69Q: 3 clusters Score -2.04815e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89572 members 
Mstep: Class 2 contains 84918 members 
Entering Unmasked Estep 
Score: -20481548.000000 Penalty: 5986.533203
	Iteration 70Q: 3 clusters Score -2.048155e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 85128 members 
Entering Unmasked Estep 
Score: -20481528.000000 Penalty: 5986.533203
	Iteration 71Q: 3 clusters Score -2.048153e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89146 members 
Mstep: Class 2 contains 85344 members 
Entering Unmasked Estep 
Score: -20481538.000000 Penalty: 5986.533203
	Iteration 72Q: 3 clusters Score -2.048154e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88938 members 
Mstep: Class 2 contains 85552 members 
Entering Unmasked Estep 
Score: -20481532.000000 Penalty: 5986.533203
	Iteration 73Q: 3 clusters Score -2.048153e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88756 members 
Mstep: Class 2 contains 85734 members 
Entering Unmasked Estep 
Score: -20481520.000000 Penalty: 5986.533203
	Iteration 74Q: 3 clusters Score -2.048152e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88572 members 
Mstep: Class 2 contains 85918 members 
Entering Unmasked Estep 
Score: -20481520.000000 Penalty: 5986.533203
	Iteration 75Q: 3 clusters Score -2.048152e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88388 members 
Mstep: Class 2 contains 86102 members 
Entering Unmasked Estep 
Score: -20481526.000000 Penalty: 5986.533203
	Iteration 76Q: 3 clusters Score -2.048153e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88231 members 
Mstep: Class 2 contains 86259 members 
Entering Unmasked Estep 
Score: -20481520.000000 Penalty: 5986.533203
	Iteration 77Q: 3 clusters Score -2.048152e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 86408 members 
Entering Unmasked Estep 
Score: -20481462.000000 Penalty: 5986.533203
	Iteration 78Q: 3 clusters Score -2.048146e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87928 members 
Mstep: Class 2 contains 86562 members 
Entering Unmasked Estep 
Score: -20481450.000000 Penalty: 5986.533203
	Iteration 79Q: 3 clusters Score -2.048145e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87805 members 
Mstep: Class 2 contains 86685 members 
Entering Unmasked Estep 
Score: -20481470.000000 Penalty: 5986.533203
	Iteration 80F: 3 clusters Score -2.048147e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87691 members 
Mstep: Class 2 contains 86799 members 
Entering Unmasked Estep 
Score: -20481444.000000 Penalty: 5986.533203
	Iteration 81Q: 3 clusters Score -2.048144e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87584 members 
Mstep: Class 2 contains 86906 members 
Entering Unmasked Estep 
Score: -20481462.000000 Penalty: 5986.533203
	Iteration 82Q: 3 clusters Score -2.048146e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87494 members 
Mstep: Class 2 contains 86996 members 
Entering Unmasked Estep 
Score: -20481504.000000 Penalty: 5986.533203
	Iteration 83Q: 3 clusters Score -2.04815e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87379 members 
Mstep: Class 2 contains 87111 members 
Entering Unmasked Estep 
Score: -20481498.000000 Penalty: 5986.533203
	Iteration 84Q: 3 clusters Score -2.04815e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87256 members 
Mstep: Class 2 contains 87234 members 
Entering Unmasked Estep 
Score: -20481472.000000 Penalty: 5986.533203
	Iteration 85Q: 3 clusters Score -2.048147e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87121 members 
Mstep: Class 2 contains 87369 members 
Entering Unmasked Estep 
Score: -20481488.000000 Penalty: 5986.533203
	Iteration 86Q: 3 clusters Score -2.048149e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86998 members 
Mstep: Class 2 contains 87492 members 
Entering Unmasked Estep 
Score: -20481496.000000 Penalty: 5986.533203
	Iteration 87Q: 3 clusters Score -2.04815e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86892 members 
Mstep: Class 2 contains 87598 members 
Entering Unmasked Estep 
Score: -20481522.000000 Penalty: 5986.533203
	Iteration 88Q: 3 clusters Score -2.048152e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86792 members 
Mstep: Class 2 contains 87698 members 
Entering Unmasked Estep 
Score: -20481524.000000 Penalty: 5986.533203
	Iteration 89Q: 3 clusters Score -2.048152e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86701 members 
Mstep: Class 2 contains 87789 members 
Entering Unmasked Estep 
Score: -20481512.000000 Penalty: 5986.533203
	Iteration 90Q: 3 clusters Score -2.048151e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86586 members 
Mstep: Class 2 contains 87904 members 
Entering Unmasked Estep 
Score: -20481506.000000 Penalty: 5986.533203
	Iteration 91Q: 3 clusters Score -2.048151e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86464 members 
Mstep: Class 2 contains 88026 members 
Entering Unmasked Estep 
Score: -20481526.000000 Penalty: 5986.533203
	Iteration 92Q: 3 clusters Score -2.048153e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86332 members 
Mstep: Class 2 contains 88158 members 
Entering Unmasked Estep 
Score: -20481522.000000 Penalty: 5986.533203
	Iteration 93Q: 3 clusters Score -2.048152e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86183 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -20481530.000000 Penalty: 5986.533203
	Iteration 94Q: 3 clusters Score -2.048153e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86019 members 
Mstep: Class 2 contains 88471 members 
Entering Unmasked Estep 
Score: -20481538.000000 Penalty: 5986.533203
	Iteration 95Q: 3 clusters Score -2.048154e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85865 members 
Mstep: Class 2 contains 88625 members 
Entering Unmasked Estep 
Score: -20481548.000000 Penalty: 5986.533203
	Iteration 96Q: 3 clusters Score -2.048155e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85727 members 
Mstep: Class 2 contains 88763 members 
Entering Unmasked Estep 
Score: -20481548.000000 Penalty: 5986.533203
	Iteration 97Q: 3 clusters Score -2.048155e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85568 members 
Mstep: Class 2 contains 88922 members 
Entering Unmasked Estep 
Score: -20481528.000000 Penalty: 5986.533203
	Iteration 98Q: 3 clusters Score -2.048153e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 89083 members 
Entering Unmasked Estep 
Score: -20481540.000000 Penalty: 5986.533203
	Iteration 99Q: 3 clusters Score -2.048154e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85261 members 
Mstep: Class 2 contains 89229 members 
Entering Unmasked Estep 
Score: -20481556.000000 Penalty: 5986.533203
	Iteration 100F: 3 clusters Score -2.048156e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85108 members 
Mstep: Class 2 contains 89382 members 
Entering Unmasked Estep 
Score: -20481556.000000 Penalty: 5986.533203
	Iteration 101Q: 3 clusters Score -2.048156e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84949 members 
Mstep: Class 2 contains 89541 members 
Entering Unmasked Estep 
Score: -20481576.000000 Penalty: 5986.533203
	Iteration 102Q: 3 clusters Score -2.048158e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84792 members 
Mstep: Class 2 contains 89698 members 
Entering Unmasked Estep 
Score: -20481552.000000 Penalty: 5986.533203
	Iteration 103Q: 3 clusters Score -2.048155e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84654 members 
Mstep: Class 2 contains 89836 members 
Entering Unmasked Estep 
Score: -20481544.000000 Penalty: 5986.533203
	Iteration 104Q: 3 clusters Score -2.048154e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84535 members 
Mstep: Class 2 contains 89955 members 
Entering Unmasked Estep 
Score: -20481572.000000 Penalty: 5986.533203
	Iteration 105Q: 3 clusters Score -2.048157e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84410 members 
Mstep: Class 2 contains 90080 members 
Entering Unmasked Estep 
Score: -20481560.000000 Penalty: 5986.533203
	Iteration 106Q: 3 clusters Score -2.048156e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84285 members 
Mstep: Class 2 contains 90205 members 
Entering Unmasked Estep 
Score: -20481516.000000 Penalty: 5986.533203
	Iteration 107Q: 3 clusters Score -2.048152e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84195 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -20481520.000000 Penalty: 5986.533203
	Iteration 108Q: 3 clusters Score -2.048152e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84105 members 
Mstep: Class 2 contains 90385 members 
Entering Unmasked Estep 
Score: -20481540.000000 Penalty: 5986.533203
	Iteration 109Q: 3 clusters Score -2.048154e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84038 members 
Mstep: Class 2 contains 90452 members 
Entering Unmasked Estep 
Score: -20481544.000000 Penalty: 5986.533203
	Iteration 110Q: 3 clusters Score -2.048154e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83982 members 
Mstep: Class 2 contains 90508 members 
Entering Unmasked Estep 
Score: -20481574.000000 Penalty: 5986.533203
	Iteration 111Q: 3 clusters Score -2.048157e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83935 members 
Mstep: Class 2 contains 90555 members 
Entering Unmasked Estep 
Score: -20481544.000000 Penalty: 5986.533203
	Iteration 112Q: 3 clusters Score -2.048154e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83889 members 
Mstep: Class 2 contains 90601 members 
Entering Unmasked Estep 
Score: -20481544.000000 Penalty: 5986.533203
	Iteration 113Q: 3 clusters Score -2.048154e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83823 members 
Mstep: Class 2 contains 90667 members 
Entering Unmasked Estep 
Score: -20481558.000000 Penalty: 5986.533203
	Iteration 114Q: 3 clusters Score -2.048156e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83759 members 
Mstep: Class 2 contains 90731 members 
Entering Unmasked Estep 
Score: -20481570.000000 Penalty: 5986.533203
	Iteration 115Q: 3 clusters Score -2.048157e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83696 members 
Mstep: Class 2 contains 90794 members 
Entering Unmasked Estep 
Score: -20481564.000000 Penalty: 5986.533203
	Iteration 116Q: 3 clusters Score -2.048156e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83618 members 
Mstep: Class 2 contains 90872 members 
Entering Unmasked Estep 
Score: -20481568.000000 Penalty: 5986.533203
	Iteration 117Q: 3 clusters Score -2.048157e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83543 members 
Mstep: Class 2 contains 90947 members 
Entering Unmasked Estep 
Score: -20481590.000000 Penalty: 5986.533203
	Iteration 118Q: 3 clusters Score -2.048159e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83464 members 
Mstep: Class 2 contains 91026 members 
Entering Unmasked Estep 
Score: -20481566.000000 Penalty: 5986.533203
	Iteration 119Q: 3 clusters Score -2.048157e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83396 members 
Mstep: Class 2 contains 91094 members 
Entering Unmasked Estep 
Score: -20481554.000000 Penalty: 5986.533203
	Iteration 120F: 3 clusters Score -2.048155e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83328 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -20481544.000000 Penalty: 5986.533203
	Iteration 121Q: 3 clusters Score -2.048154e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83251 members 
Mstep: Class 2 contains 91239 members 
Entering Unmasked Estep 
Score: -20481530.000000 Penalty: 5986.533203
	Iteration 122Q: 3 clusters Score -2.048153e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83183 members 
Mstep: Class 2 contains 91307 members 
Entering Unmasked Estep 
Score: -20481534.000000 Penalty: 5986.533203
	Iteration 123Q: 3 clusters Score -2.048153e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83125 members 
Mstep: Class 2 contains 91365 members 
Entering Unmasked Estep 
Score: -20481496.000000 Penalty: 5986.533203
	Iteration 124Q: 3 clusters Score -2.04815e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83057 members 
Mstep: Class 2 contains 91433 members 
Entering Unmasked Estep 
Score: -20481540.000000 Penalty: 5986.533203
	Iteration 125Q: 3 clusters Score -2.048154e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82982 members 
Mstep: Class 2 contains 91508 members 
Entering Unmasked Estep 
Score: -20481514.000000 Penalty: 5986.533203
	Iteration 126Q: 3 clusters Score -2.048151e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82921 members 
Mstep: Class 2 contains 91569 members 
Entering Unmasked Estep 
Score: -20481506.000000 Penalty: 5986.533203
	Iteration 127Q: 3 clusters Score -2.048151e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82860 members 
Mstep: Class 2 contains 91630 members 
Entering Unmasked Estep 
Score: -20481538.000000 Penalty: 5986.533203
	Iteration 128Q: 3 clusters Score -2.048154e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82818 members 
Mstep: Class 2 contains 91672 members 
Entering Unmasked Estep 
Score: -20481514.000000 Penalty: 5986.533203
	Iteration 129Q: 3 clusters Score -2.048151e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82768 members 
Mstep: Class 2 contains 91722 members 
Entering Unmasked Estep 
Score: -20481518.000000 Penalty: 5986.533203
	Iteration 130Q: 3 clusters Score -2.048152e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82715 members 
Mstep: Class 2 contains 91775 members 
Entering Unmasked Estep 
Score: -20481528.000000 Penalty: 5986.533203
	Iteration 131Q: 3 clusters Score -2.048153e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 91830 members 
Entering Unmasked Estep 
Score: -20481494.000000 Penalty: 5986.533203
	Iteration 132Q: 3 clusters Score -2.048149e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82608 members 
Mstep: Class 2 contains 91882 members 
Entering Unmasked Estep 
Score: -20481496.000000 Penalty: 5986.533203
	Iteration 133Q: 3 clusters Score -2.04815e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82568 members 
Mstep: Class 2 contains 91922 members 
Entering Unmasked Estep 
Score: -20481520.000000 Penalty: 5986.533203
	Iteration 134Q: 3 clusters Score -2.048152e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82520 members 
Mstep: Class 2 contains 91970 members 
Entering Unmasked Estep 
Score: -20481508.000000 Penalty: 5986.533203
	Iteration 135Q: 3 clusters Score -2.048151e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82478 members 
Mstep: Class 2 contains 92012 members 
Entering Unmasked Estep 
Score: -20481504.000000 Penalty: 5986.533203
	Iteration 136Q: 3 clusters Score -2.04815e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82429 members 
Mstep: Class 2 contains 92061 members 
Entering Unmasked Estep 
Score: -20481502.000000 Penalty: 5986.533203
	Iteration 137Q: 3 clusters Score -2.04815e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82382 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -20481506.000000 Penalty: 5986.533203
	Iteration 138Q: 3 clusters Score -2.048151e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82351 members 
Mstep: Class 2 contains 92139 members 
Entering Unmasked Estep 
Score: -20481504.000000 Penalty: 5986.533203
	Iteration 139Q: 3 clusters Score -2.04815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82327 members 
Mstep: Class 2 contains 92163 members 
Entering Unmasked Estep 
Score: -20481496.000000 Penalty: 5986.533203
	Iteration 140F: 3 clusters Score -2.04815e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82303 members 
Mstep: Class 2 contains 92187 members 
Entering Unmasked Estep 
Score: -20481496.000000 Penalty: 5986.533203
	Iteration 141Q: 3 clusters Score -2.04815e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82278 members 
Mstep: Class 2 contains 92212 members 
Entering Unmasked Estep 
Score: -20481474.000000 Penalty: 5986.533203
	Iteration 142Q: 3 clusters Score -2.048147e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82248 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -20481490.000000 Penalty: 5986.533203
	Iteration 143Q: 3 clusters Score -2.048149e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82218 members 
Mstep: Class 2 contains 92272 members 
Entering Unmasked Estep 
Score: -20481480.000000 Penalty: 5986.533203
	Iteration 144Q: 3 clusters Score -2.048148e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82179 members 
Mstep: Class 2 contains 92311 members 
Entering Unmasked Estep 
Score: -20481510.000000 Penalty: 5986.533203
	Iteration 145Q: 3 clusters Score -2.048151e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82151 members 
Mstep: Class 2 contains 92339 members 
Entering Unmasked Estep 
Score: -20481490.000000 Penalty: 5986.533203
	Iteration 146Q: 3 clusters Score -2.048149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82132 members 
Mstep: Class 2 contains 92358 members 
Entering Unmasked Estep 
Score: -20481488.000000 Penalty: 5986.533203
	Iteration 147Q: 3 clusters Score -2.048149e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82118 members 
Mstep: Class 2 contains 92372 members 
Entering Unmasked Estep 
Score: -20481456.000000 Penalty: 5986.533203
	Iteration 148Q: 3 clusters Score -2.048146e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82103 members 
Mstep: Class 2 contains 92387 members 
Entering Unmasked Estep 
Score: -20481446.000000 Penalty: 5986.533203
	Iteration 149Q: 3 clusters Score -2.048145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82090 members 
Mstep: Class 2 contains 92400 members 
Entering Unmasked Estep 
Score: -20481458.000000 Penalty: 5986.533203
	Iteration 150Q: 3 clusters Score -2.048146e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82081 members 
Mstep: Class 2 contains 92409 members 
Entering Unmasked Estep 
Score: -20481460.000000 Penalty: 5986.533203
	Iteration 151Q: 3 clusters Score -2.048146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82073 members 
Mstep: Class 2 contains 92417 members 
Entering Unmasked Estep 
Score: -20481452.000000 Penalty: 5986.533203
	Iteration 152Q: 3 clusters Score -2.048145e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 92435 members 
Entering Unmasked Estep 
Score: -20481464.000000 Penalty: 5986.533203
	Iteration 153Q: 3 clusters Score -2.048146e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82038 members 
Mstep: Class 2 contains 92452 members 
Entering Unmasked Estep 
Score: -20481446.000000 Penalty: 5986.533203
	Iteration 154Q: 3 clusters Score -2.048145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82024 members 
Mstep: Class 2 contains 92466 members 
Entering Unmasked Estep 
Score: -20481448.000000 Penalty: 5986.533203
	Iteration 155Q: 3 clusters Score -2.048145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82009 members 
Mstep: Class 2 contains 92481 members 
Entering Unmasked Estep 
Score: -20481448.000000 Penalty: 5986.533203
	Iteration 156Q: 3 clusters Score -2.048145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82004 members 
Mstep: Class 2 contains 92486 members 
Entering Unmasked Estep 
Score: -20481452.000000 Penalty: 5986.533203
	Iteration 157Q: 3 clusters Score -2.048145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81995 members 
Mstep: Class 2 contains 92495 members 
Entering Unmasked Estep 
Score: -20481442.000000 Penalty: 5986.533203
	Iteration 158Q: 3 clusters Score -2.048144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81987 members 
Mstep: Class 2 contains 92503 members 
Entering Unmasked Estep 
Score: -20481448.000000 Penalty: 5986.533203
	Iteration 159Q: 3 clusters Score -2.048145e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81979 members 
Mstep: Class 2 contains 92511 members 
Entering Unmasked Estep 
Score: -20481438.000000 Penalty: 5986.533203
	Iteration 160F: 3 clusters Score -2.048144e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81970 members 
Mstep: Class 2 contains 92520 members 
Entering Unmasked Estep 
Score: -20481444.000000 Penalty: 5986.533203
	Iteration 161Q: 3 clusters Score -2.048144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81964 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -20481444.000000 Penalty: 5986.533203
	Iteration 162Q: 3 clusters Score -2.048144e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81952 members 
Mstep: Class 2 contains 92538 members 
Entering Unmasked Estep 
Score: -20481454.000000 Penalty: 5986.533203
	Iteration 163Q: 3 clusters Score -2.048145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81939 members 
Mstep: Class 2 contains 92551 members 
Entering Unmasked Estep 
Score: -20481442.000000 Penalty: 5986.533203
	Iteration 164Q: 3 clusters Score -2.048144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81923 members 
Mstep: Class 2 contains 92567 members 
Entering Unmasked Estep 
Score: -20481450.000000 Penalty: 5986.533203
	Iteration 165Q: 3 clusters Score -2.048145e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81909 members 
Mstep: Class 2 contains 92581 members 
Entering Unmasked Estep 
Score: -20481454.000000 Penalty: 5986.533203
	Iteration 166Q: 3 clusters Score -2.048145e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81896 members 
Mstep: Class 2 contains 92594 members 
Entering Unmasked Estep 
Score: -20481430.000000 Penalty: 5986.533203
	Iteration 167Q: 3 clusters Score -2.048143e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81879 members 
Mstep: Class 2 contains 92611 members 
Entering Unmasked Estep 
Score: -20481446.000000 Penalty: 5986.533203
	Iteration 168Q: 3 clusters Score -2.048145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81866 members 
Mstep: Class 2 contains 92624 members 
Entering Unmasked Estep 
Score: -20481464.000000 Penalty: 5986.533203
	Iteration 169Q: 3 clusters Score -2.048146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81850 members 
Mstep: Class 2 contains 92640 members 
Entering Unmasked Estep 
Score: -20481474.000000 Penalty: 5986.533203
	Iteration 170Q: 3 clusters Score -2.048147e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81827 members 
Mstep: Class 2 contains 92663 members 
Entering Unmasked Estep 
Score: -20481460.000000 Penalty: 5986.533203
	Iteration 171Q: 3 clusters Score -2.048146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81801 members 
Mstep: Class 2 contains 92689 members 
Entering Unmasked Estep 
Score: -20481484.000000 Penalty: 5986.533203
	Iteration 172Q: 3 clusters Score -2.048148e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81780 members 
Mstep: Class 2 contains 92710 members 
Entering Unmasked Estep 
Score: -20481464.000000 Penalty: 5986.533203
	Iteration 173Q: 3 clusters Score -2.048146e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81756 members 
Mstep: Class 2 contains 92734 members 
Entering Unmasked Estep 
Score: -20481474.000000 Penalty: 5986.533203
	Iteration 174Q: 3 clusters Score -2.048147e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81734 members 
Mstep: Class 2 contains 92756 members 
Entering Unmasked Estep 
Score: -20481482.000000 Penalty: 5986.533203
	Iteration 175Q: 3 clusters Score -2.048148e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81714 members 
Mstep: Class 2 contains 92776 members 
Entering Unmasked Estep 
Score: -20481480.000000 Penalty: 5986.533203
	Iteration 176Q: 3 clusters Score -2.048148e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81700 members 
Mstep: Class 2 contains 92790 members 
Entering Unmasked Estep 
Score: -20481482.000000 Penalty: 5986.533203
	Iteration 177Q: 3 clusters Score -2.048148e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81685 members 
Mstep: Class 2 contains 92805 members 
Entering Unmasked Estep 
Score: -20481476.000000 Penalty: 5986.533203
	Iteration 178Q: 3 clusters Score -2.048148e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81668 members 
Mstep: Class 2 contains 92822 members 
Entering Unmasked Estep 
Score: -20481474.000000 Penalty: 5986.533203
	Iteration 179Q: 3 clusters Score -2.048147e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81652 members 
Mstep: Class 2 contains 92838 members 
Entering Unmasked Estep 
Score: -20481488.000000 Penalty: 5986.533203
	Iteration 180F: 3 clusters Score -2.048149e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81641 members 
Mstep: Class 2 contains 92849 members 
Entering Unmasked Estep 
Score: -20481492.000000 Penalty: 5986.533203
	Iteration 181Q: 3 clusters Score -2.048149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81632 members 
Mstep: Class 2 contains 92858 members 
Entering Unmasked Estep 
Score: -20481488.000000 Penalty: 5986.533203
	Iteration 182Q: 3 clusters Score -2.048149e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81620 members 
Mstep: Class 2 contains 92870 members 
Entering Unmasked Estep 
Score: -20481500.000000 Penalty: 5986.533203
	Iteration 183Q: 3 clusters Score -2.04815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81614 members 
Mstep: Class 2 contains 92876 members 
Entering Unmasked Estep 
Score: -20481502.000000 Penalty: 5986.533203
	Iteration 184Q: 3 clusters Score -2.04815e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81606 members 
Mstep: Class 2 contains 92884 members 
Entering Unmasked Estep 
Score: -20481514.000000 Penalty: 5986.533203
	Iteration 185Q: 3 clusters Score -2.048151e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81596 members 
Mstep: Class 2 contains 92894 members 
Entering Unmasked Estep 
Score: -20481512.000000 Penalty: 5986.533203
	Iteration 186Q: 3 clusters Score -2.048151e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81587 members 
Mstep: Class 2 contains 92903 members 
Entering Unmasked Estep 
Score: -20481510.000000 Penalty: 5986.533203
	Iteration 187Q: 3 clusters Score -2.048151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81580 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -20481510.000000 Penalty: 5986.533203
	Iteration 188Q: 3 clusters Score -2.048151e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81572 members 
Mstep: Class 2 contains 92918 members 
Entering Unmasked Estep 
Score: -20481526.000000 Penalty: 5986.533203
	Iteration 189Q: 3 clusters Score -2.048153e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81561 members 
Mstep: Class 2 contains 92929 members 
Entering Unmasked Estep 
Score: -20481524.000000 Penalty: 5986.533203
	Iteration 190Q: 3 clusters Score -2.048152e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81554 members 
Mstep: Class 2 contains 92936 members 
Entering Unmasked Estep 
Score: -20481502.000000 Penalty: 5986.533203
	Iteration 191Q: 3 clusters Score -2.04815e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81543 members 
Mstep: Class 2 contains 92947 members 
Entering Unmasked Estep 
Score: -20481500.000000 Penalty: 5986.533203
	Iteration 192Q: 3 clusters Score -2.04815e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81530 members 
Mstep: Class 2 contains 92960 members 
Entering Unmasked Estep 
Score: -20481492.000000 Penalty: 5986.533203
	Iteration 193Q: 3 clusters Score -2.048149e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81520 members 
Mstep: Class 2 contains 92970 members 
Entering Unmasked Estep 
Score: -20481474.000000 Penalty: 5986.533203
	Iteration 194Q: 3 clusters Score -2.048147e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81507 members 
Mstep: Class 2 contains 92983 members 
Entering Unmasked Estep 
Score: -20481480.000000 Penalty: 5986.533203
	Iteration 195Q: 3 clusters Score -2.048148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81496 members 
Mstep: Class 2 contains 92994 members 
Entering Unmasked Estep 
Score: -20481476.000000 Penalty: 5986.533203
	Iteration 196Q: 3 clusters Score -2.048148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81484 members 
Mstep: Class 2 contains 93006 members 
Entering Unmasked Estep 
Score: -20481502.000000 Penalty: 5986.533203
	Iteration 197Q: 3 clusters Score -2.04815e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81474 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -20481482.000000 Penalty: 5986.533203
	Iteration 198Q: 3 clusters Score -2.048148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81471 members 
Mstep: Class 2 contains 93019 members 
Entering Unmasked Estep 
Score: -20481478.000000 Penalty: 5986.533203
	Iteration 199Q: 3 clusters Score -2.048148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81467 members 
Mstep: Class 2 contains 93023 members 
Entering Unmasked Estep 
Score: -20481476.000000 Penalty: 5986.533203
	Iteration 200F: 3 clusters Score -2.048148e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81461 members 
Mstep: Class 2 contains 93029 members 
Entering Unmasked Estep 
Score: -20481490.000000 Penalty: 5986.533203
	Iteration 201Q: 3 clusters Score -2.048149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81456 members 
Mstep: Class 2 contains 93034 members 
Entering Unmasked Estep 
Score: -20481486.000000 Penalty: 5986.533203
	Iteration 202Q: 3 clusters Score -2.048149e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81452 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -20481490.000000 Penalty: 5986.533203
	Iteration 203Q: 3 clusters Score -2.048149e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81450 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -20481492.000000 Penalty: 5986.533203
	Iteration 204Q: 3 clusters Score -2.048149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 93043 members 
Entering Unmasked Estep 
Score: -20481490.000000 Penalty: 5986.533203
	Iteration 205Q: 3 clusters Score -2.048149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81444 members 
Mstep: Class 2 contains 93046 members 
Entering Unmasked Estep 
Score: -20481488.000000 Penalty: 5986.533203
	Iteration 206Q: 3 clusters Score -2.048149e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81437 members 
Mstep: Class 2 contains 93053 members 
Entering Unmasked Estep 
Score: -20481484.000000 Penalty: 5986.533203
	Iteration 207Q: 3 clusters Score -2.048148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81429 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -20481476.000000 Penalty: 5986.533203
	Iteration 208Q: 3 clusters Score -2.048148e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81417 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -20481484.000000 Penalty: 5986.533203
	Iteration 209Q: 3 clusters Score -2.048148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81406 members 
Mstep: Class 2 contains 93084 members 
Entering Unmasked Estep 
Score: -20481490.000000 Penalty: 5986.533203
	Iteration 210Q: 3 clusters Score -2.048149e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81397 members 
Mstep: Class 2 contains 93093 members 
Entering Unmasked Estep 
Score: -20481496.000000 Penalty: 5986.533203
	Iteration 211Q: 3 clusters Score -2.04815e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81383 members 
Mstep: Class 2 contains 93107 members 
Entering Unmasked Estep 
Score: -20481504.000000 Penalty: 5986.533203
	Iteration 212Q: 3 clusters Score -2.04815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81364 members 
Mstep: Class 2 contains 93126 members 
Entering Unmasked Estep 
Score: -20481502.000000 Penalty: 5986.533203
	Iteration 213Q: 3 clusters Score -2.04815e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81345 members 
Mstep: Class 2 contains 93145 members 
Entering Unmasked Estep 
Score: -20481482.000000 Penalty: 5986.533203
	Iteration 214Q: 3 clusters Score -2.048148e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81324 members 
Mstep: Class 2 contains 93166 members 
Entering Unmasked Estep 
Score: -20481464.000000 Penalty: 5986.533203
	Iteration 215Q: 3 clusters Score -2.048146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81310 members 
Mstep: Class 2 contains 93180 members 
Entering Unmasked Estep 
Score: -20481472.000000 Penalty: 5986.533203
	Iteration 216Q: 3 clusters Score -2.048147e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81300 members 
Mstep: Class 2 contains 93190 members 
Entering Unmasked Estep 
Score: -20481470.000000 Penalty: 5986.533203
	Iteration 217Q: 3 clusters Score -2.048147e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81294 members 
Mstep: Class 2 contains 93196 members 
Entering Unmasked Estep 
Score: -20481482.000000 Penalty: 5986.533203
	Iteration 218Q: 3 clusters Score -2.048148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81292 members 
Mstep: Class 2 contains 93198 members 
Entering Unmasked Estep 
Score: -20481480.000000 Penalty: 5986.533203
	Iteration 219Q: 3 clusters Score -2.048148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81289 members 
Mstep: Class 2 contains 93201 members 
Entering Unmasked Estep 
Score: -20481490.000000 Penalty: 5986.533203
	Iteration 220F: 3 clusters Score -2.048149e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81286 members 
Mstep: Class 2 contains 93204 members 
Entering Unmasked Estep 
Score: -20481472.000000 Penalty: 5986.533203
	Iteration 221Q: 3 clusters Score -2.048147e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81285 members 
Mstep: Class 2 contains 93205 members 
Entering Unmasked Estep 
Score: -20481472.000000 Penalty: 5986.533203
	Iteration 222Q: 3 clusters Score -2.048147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81281 members 
Mstep: Class 2 contains 93209 members 
Entering Unmasked Estep 
Score: -20481476.000000 Penalty: 5986.533203
	Iteration 223Q: 3 clusters Score -2.048148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81277 members 
Mstep: Class 2 contains 93213 members 
Entering Unmasked Estep 
Score: -20481462.000000 Penalty: 5986.533203
	Iteration 224Q: 3 clusters Score -2.048146e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81272 members 
Mstep: Class 2 contains 93218 members 
Entering Unmasked Estep 
Score: -20481468.000000 Penalty: 5986.533203
	Iteration 225Q: 3 clusters Score -2.048147e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81268 members 
Mstep: Class 2 contains 93222 members 
Entering Unmasked Estep 
Score: -20481478.000000 Penalty: 5986.533203
	Iteration 226Q: 3 clusters Score -2.048148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 93224 members 
Entering Unmasked Estep 
Score: -20481476.000000 Penalty: 5986.533203
	Iteration 227Q: 3 clusters Score -2.048148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81264 members 
Mstep: Class 2 contains 93226 members 
Entering Unmasked Estep 
Score: -20481476.000000 Penalty: 5986.533203
	Iteration 228Q: 3 clusters Score -2.048148e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81262 members 
Mstep: Class 2 contains 93228 members 
Entering Unmasked Estep 
Score: -20481476.000000 Penalty: 5986.533203
	Iteration 229Q: 3 clusters Score -2.048148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81259 members 
Mstep: Class 2 contains 93231 members 
Entering Unmasked Estep 
Score: -20481472.000000 Penalty: 5986.533203
	Iteration 230Q: 3 clusters Score -2.048147e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -20481482.000000 Penalty: 5986.533203
	Iteration 231Q: 3 clusters Score -2.048148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81257 members 
Mstep: Class 2 contains 93233 members 
Entering Unmasked Estep 
Score: -20481482.000000 Penalty: 5986.533203
	Iteration 232F: 3 clusters Score -2.048148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (235835 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235835 members 
Entering Unmasked Estep 
Score: -27718016.000000 Penalty: 3067.980225
	Iteration 0F: 2 clusters Score -2.771802e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117531 members 
Mstep: Class 2 contains 118304 members 
Entering Unmasked Estep 
Score: -27571522.000000 Penalty: 6135.960449
	Iteration 0F: 3 clusters Score -2.757152e+07 nChanged 114260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110433 members 
Mstep: Class 2 contains 125402 members 
Entering Unmasked Estep 
Score: -27639560.000000 Penalty: 6135.960449
	Iteration 1F: 3 clusters Score -2.763956e+07 nChanged 7221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106306 members 
Mstep: Class 2 contains 129529 members 
Entering Unmasked Estep 
Score: -27641850.000000 Penalty: 6135.960449
	Iteration 2Q: 3 clusters Score -2.764185e+07 nChanged 8400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -27645314.000000 Penalty: 6135.960449
	Iteration 3Q: 3 clusters Score -2.764531e+07 nChanged 10107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91787 members 
Mstep: Class 2 contains 144048 members 
Entering Unmasked Estep 
Score: -27650850.000000 Penalty: 6135.960449
	Iteration 4Q: 3 clusters Score -2.765085e+07 nChanged 12513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80130 members 
Mstep: Class 2 contains 155705 members 
Entering Unmasked Estep 
Score: -27658932.000000 Penalty: 6135.960449
	Iteration 5F: 3 clusters Score -2.765893e+07 nChanged 15030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65670 members 
Mstep: Class 2 contains 170165 members 
Entering Unmasked Estep 
Score: -27669360.000000 Penalty: 6135.960449
	Iteration 6F: 3 clusters Score -2.766936e+07 nChanged 16252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 185799 members 
Entering Unmasked Estep 
Score: -27681152.000000 Penalty: 6135.960449
	Iteration 7F: 3 clusters Score -2.768115e+07 nChanged 14480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 199517 members 
Entering Unmasked Estep 
Score: -27691772.000000 Penalty: 6135.960449
	Iteration 8F: 3 clusters Score -2.769177e+07 nChanged 11132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 209715 members 
Entering Unmasked Estep 
Score: -27699808.000000 Penalty: 6135.960449
	Iteration 9Q: 3 clusters Score -2.769981e+07 nChanged 7639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 216568 members 
Entering Unmasked Estep 
Score: -27704866.000000 Penalty: 6135.960449
	Iteration 10Q: 3 clusters Score -2.770487e+07 nChanged 5102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 220966 members 
Entering Unmasked Estep 
Score: -27708108.000000 Penalty: 6135.960449
	Iteration 11Q: 3 clusters Score -2.770811e+07 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 223897 members 
Entering Unmasked Estep 
Score: -27710126.000000 Penalty: 6135.960449
	Iteration 12Q: 3 clusters Score -2.771013e+07 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 225914 members 
Entering Unmasked Estep 
Score: -27711412.000000 Penalty: 6135.960449
	Iteration 13Q: 3 clusters Score -2.771141e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 227408 members 
Entering Unmasked Estep 
Score: -27712452.000000 Penalty: 6135.960449
	Iteration 14Q: 3 clusters Score -2.771245e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 228513 members 
Entering Unmasked Estep 
Score: -27713192.000000 Penalty: 6135.960449
	Iteration 15Q: 3 clusters Score -2.771319e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 229315 members 
Entering Unmasked Estep 
Score: -27713694.000000 Penalty: 6135.960449
	Iteration 16Q: 3 clusters Score -2.771369e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 229933 members 
Entering Unmasked Estep 
Score: -27713990.000000 Penalty: 6135.960449
	Iteration 17Q: 3 clusters Score -2.771399e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 230362 members 
Entering Unmasked Estep 
Score: -27714226.000000 Penalty: 6135.960449
	Iteration 18Q: 3 clusters Score -2.771423e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 230698 members 
Entering Unmasked Estep 
Score: -27714338.000000 Penalty: 6135.960449
	Iteration 19Q: 3 clusters Score -2.771434e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 230956 members 
Entering Unmasked Estep 
Score: -27714446.000000 Penalty: 6135.960449
	Iteration 20F: 3 clusters Score -2.771445e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 231180 members 
Entering Unmasked Estep 
Score: -27714552.000000 Penalty: 6135.960449
	Iteration 21Q: 3 clusters Score -2.771455e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 231394 members 
Entering Unmasked Estep 
Score: -27714658.000000 Penalty: 6135.960449
	Iteration 22Q: 3 clusters Score -2.771466e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 231570 members 
Entering Unmasked Estep 
Score: -27714764.000000 Penalty: 6135.960449
	Iteration 23Q: 3 clusters Score -2.771476e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 231703 members 
Entering Unmasked Estep 
Score: -27714788.000000 Penalty: 6135.960449
	Iteration 24Q: 3 clusters Score -2.771479e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 231820 members 
Entering Unmasked Estep 
Score: -27714912.000000 Penalty: 6135.960449
	Iteration 25Q: 3 clusters Score -2.771491e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 231913 members 
Entering Unmasked Estep 
Score: -27714930.000000 Penalty: 6135.960449
	Iteration 26Q: 3 clusters Score -2.771493e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 231994 members 
Entering Unmasked Estep 
Score: -27714986.000000 Penalty: 6135.960449
	Iteration 27Q: 3 clusters Score -2.771499e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 232051 members 
Entering Unmasked Estep 
Score: -27715046.000000 Penalty: 6135.960449
	Iteration 28Q: 3 clusters Score -2.771505e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 232108 members 
Entering Unmasked Estep 
Score: -27715054.000000 Penalty: 6135.960449
	Iteration 29Q: 3 clusters Score -2.771505e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 232157 members 
Entering Unmasked Estep 
Score: -27715096.000000 Penalty: 6135.960449
	Iteration 30Q: 3 clusters Score -2.77151e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 232186 members 
Entering Unmasked Estep 
Score: -27715124.000000 Penalty: 6135.960449
	Iteration 31Q: 3 clusters Score -2.771512e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 232225 members 
Entering Unmasked Estep 
Score: -27715166.000000 Penalty: 6135.960449
	Iteration 32Q: 3 clusters Score -2.771517e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 232249 members 
Entering Unmasked Estep 
Score: -27715178.000000 Penalty: 6135.960449
	Iteration 33Q: 3 clusters Score -2.771518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 232285 members 
Entering Unmasked Estep 
Score: -27715200.000000 Penalty: 6135.960449
	Iteration 34Q: 3 clusters Score -2.77152e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 232310 members 
Entering Unmasked Estep 
Score: -27715160.000000 Penalty: 6135.960449
	Iteration 35Q: 3 clusters Score -2.771516e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 232325 members 
Entering Unmasked Estep 
Score: -27715184.000000 Penalty: 6135.960449
	Iteration 36Q: 3 clusters Score -2.771518e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 232335 members 
Entering Unmasked Estep 
Score: -27715180.000000 Penalty: 6135.960449
	Iteration 37Q: 3 clusters Score -2.771518e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 232361 members 
Entering Unmasked Estep 
Score: -27715234.000000 Penalty: 6135.960449
	Iteration 38Q: 3 clusters Score -2.771523e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 232380 members 
Entering Unmasked Estep 
Score: -27715212.000000 Penalty: 6135.960449
	Iteration 39Q: 3 clusters Score -2.771521e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 232398 members 
Entering Unmasked Estep 
Score: -27715224.000000 Penalty: 6135.960449
	Iteration 40F: 3 clusters Score -2.771522e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 232408 members 
Entering Unmasked Estep 
Score: -27715238.000000 Penalty: 6135.960449
	Iteration 41Q: 3 clusters Score -2.771524e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 232403 members 
Entering Unmasked Estep 
Score: -27715280.000000 Penalty: 6135.960449
	Iteration 42Q: 3 clusters Score -2.771528e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 232413 members 
Entering Unmasked Estep 
Score: -27715242.000000 Penalty: 6135.960449
	Iteration 43Q: 3 clusters Score -2.771524e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 232426 members 
Entering Unmasked Estep 
Score: -27715282.000000 Penalty: 6135.960449
	Iteration 44Q: 3 clusters Score -2.771528e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 232448 members 
Entering Unmasked Estep 
Score: -27715306.000000 Penalty: 6135.960449
	Iteration 45Q: 3 clusters Score -2.771531e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 232451 members 
Entering Unmasked Estep 
Score: -27715310.000000 Penalty: 6135.960449
	Iteration 46Q: 3 clusters Score -2.771531e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 232462 members 
Entering Unmasked Estep 
Score: -27715274.000000 Penalty: 6135.960449
	Iteration 47Q: 3 clusters Score -2.771527e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 232479 members 
Entering Unmasked Estep 
Score: -27715296.000000 Penalty: 6135.960449
	Iteration 48Q: 3 clusters Score -2.77153e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 232490 members 
Entering Unmasked Estep 
Score: -27715304.000000 Penalty: 6135.960449
	Iteration 49Q: 3 clusters Score -2.77153e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 232501 members 
Entering Unmasked Estep 
Score: -27715342.000000 Penalty: 6135.960449
	Iteration 50Q: 3 clusters Score -2.771534e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 232520 members 
Entering Unmasked Estep 
Score: -27715356.000000 Penalty: 6135.960449
	Iteration 51Q: 3 clusters Score -2.771536e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 232530 members 
Entering Unmasked Estep 
Score: -27715384.000000 Penalty: 6135.960449
	Iteration 52Q: 3 clusters Score -2.771538e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 232548 members 
Entering Unmasked Estep 
Score: -27715388.000000 Penalty: 6135.960449
	Iteration 53Q: 3 clusters Score -2.771539e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 232559 members 
Entering Unmasked Estep 
Score: -27715386.000000 Penalty: 6135.960449
	Iteration 54Q: 3 clusters Score -2.771539e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 232570 members 
Entering Unmasked Estep 
Score: -27715416.000000 Penalty: 6135.960449
	Iteration 55Q: 3 clusters Score -2.771542e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 232582 members 
Entering Unmasked Estep 
Score: -27715404.000000 Penalty: 6135.960449
	Iteration 56Q: 3 clusters Score -2.77154e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 232589 members 
Entering Unmasked Estep 
Score: -27715406.000000 Penalty: 6135.960449
	Iteration 57Q: 3 clusters Score -2.771541e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 232589 members 
Entering Unmasked Estep 
Score: -27715412.000000 Penalty: 6135.960449
	Iteration 58Q: 3 clusters Score -2.771541e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 232603 members 
Entering Unmasked Estep 
Score: -27715402.000000 Penalty: 6135.960449
	Iteration 59Q: 3 clusters Score -2.77154e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 232619 members 
Entering Unmasked Estep 
Score: -27715450.000000 Penalty: 6135.960449
	Iteration 60F: 3 clusters Score -2.771545e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 232618 members 
Entering Unmasked Estep 
Score: -27715448.000000 Penalty: 6135.960449
	Iteration 61Q: 3 clusters Score -2.771545e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 232618 members 
Entering Unmasked Estep 
Score: -27715450.000000 Penalty: 6135.960449
	Iteration 62Q: 3 clusters Score -2.771545e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 232617 members 
Entering Unmasked Estep 
Score: -27715448.000000 Penalty: 6135.960449
	Iteration 63Q: 3 clusters Score -2.771545e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 232621 members 
Entering Unmasked Estep 
Score: -27715460.000000 Penalty: 6135.960449
	Iteration 64Q: 3 clusters Score -2.771546e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 232622 members 
Entering Unmasked Estep 
Score: -27715468.000000 Penalty: 6135.960449
	Iteration 65Q: 3 clusters Score -2.771547e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 232628 members 
Entering Unmasked Estep 
Score: -27715466.000000 Penalty: 6135.960449
	Iteration 66Q: 3 clusters Score -2.771547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 232629 members 
Entering Unmasked Estep 
Score: -27715474.000000 Penalty: 6135.960449
	Iteration 67Q: 3 clusters Score -2.771547e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 232634 members 
Entering Unmasked Estep 
Score: -27715456.000000 Penalty: 6135.960449
	Iteration 68Q: 3 clusters Score -2.771546e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 232635 members 
Entering Unmasked Estep 
Score: -27715426.000000 Penalty: 6135.960449
	Iteration 69Q: 3 clusters Score -2.771543e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 232632 members 
Entering Unmasked Estep 
Score: -27715434.000000 Penalty: 6135.960449
	Iteration 70Q: 3 clusters Score -2.771543e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 232630 members 
Entering Unmasked Estep 
Score: -27715424.000000 Penalty: 6135.960449
	Iteration 71Q: 3 clusters Score -2.771542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 232632 members 
Entering Unmasked Estep 
Score: -27715424.000000 Penalty: 6135.960449
	Iteration 72Q: 3 clusters Score -2.771542e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 232630 members 
Entering Unmasked Estep 
Score: -27715420.000000 Penalty: 6135.960449
	Iteration 73Q: 3 clusters Score -2.771542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 232631 members 
Entering Unmasked Estep 
Score: -27715418.000000 Penalty: 6135.960449
	Iteration 74Q: 3 clusters Score -2.771542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 232635 members 
Entering Unmasked Estep 
Score: -27715426.000000 Penalty: 6135.960449
	Iteration 75Q: 3 clusters Score -2.771543e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 232643 members 
Entering Unmasked Estep 
Score: -27715420.000000 Penalty: 6135.960449
	Iteration 76Q: 3 clusters Score -2.771542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 232646 members 
Entering Unmasked Estep 
Score: -27715440.000000 Penalty: 6135.960449
	Iteration 77Q: 3 clusters Score -2.771544e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 232648 members 
Entering Unmasked Estep 
Score: -27715460.000000 Penalty: 6135.960449
	Iteration 78Q: 3 clusters Score -2.771546e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 232651 members 
Entering Unmasked Estep 
Score: -27715450.000000 Penalty: 6135.960449
	Iteration 79Q: 3 clusters Score -2.771545e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 232655 members 
Entering Unmasked Estep 
Score: -27715452.000000 Penalty: 6135.960449
	Iteration 80F: 3 clusters Score -2.771545e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 232657 members 
Entering Unmasked Estep 
Score: -27715438.000000 Penalty: 6135.960449
	Iteration 81Q: 3 clusters Score -2.771544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 232657 members 
Entering Unmasked Estep 
Score: -27715448.000000 Penalty: 6135.960449
	Iteration 82Q: 3 clusters Score -2.771545e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 232657 members 
Entering Unmasked Estep 
Score: -27715434.000000 Penalty: 6135.960449
	Iteration 83Q: 3 clusters Score -2.771543e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 232658 members 
Entering Unmasked Estep 
Score: -27715418.000000 Penalty: 6135.960449
	Iteration 84Q: 3 clusters Score -2.771542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 232657 members 
Entering Unmasked Estep 
Score: -27715412.000000 Penalty: 6135.960449
	Iteration 85Q: 3 clusters Score -2.771541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 232657 members 
Entering Unmasked Estep 
Score: -27715430.000000 Penalty: 6135.960449
	Iteration 86Q: 3 clusters Score -2.771543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 232658 members 
Entering Unmasked Estep 
Score: -27715428.000000 Penalty: 6135.960449
	Iteration 87Q: 3 clusters Score -2.771543e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 232659 members 
Entering Unmasked Estep 
Score: -27715432.000000 Penalty: 6135.960449
	Iteration 88Q: 3 clusters Score -2.771543e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 232657 members 
Entering Unmasked Estep 
Score: -27715430.000000 Penalty: 6135.960449
	Iteration 89Q: 3 clusters Score -2.771543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 232658 members 
Entering Unmasked Estep 
Score: -27715434.000000 Penalty: 6135.960449
	Iteration 90Q: 3 clusters Score -2.771543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 232658 members 
Entering Unmasked Estep 
Score: -27715426.000000 Penalty: 6135.960449
	Iteration 91Q: 3 clusters Score -2.771543e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 232659 members 
Entering Unmasked Estep 
Score: -27715438.000000 Penalty: 6135.960449
	Iteration 92Q: 3 clusters Score -2.771544e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 232659 members 
Entering Unmasked Estep 
Score: -27715438.000000 Penalty: 6135.960449
	Iteration 93F: 3 clusters Score -2.771544e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Entering Unmasked Estep 
Score: -406511.406250 Penalty: 2029.897827
	Iteration 0F: 2 clusters Score -406511.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -402838.281250 Penalty: 4059.795654
	Iteration 0F: 3 clusters Score -402838.3 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -403602.437500 Penalty: 4059.795654
	Iteration 1F: 3 clusters Score -403602.4 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -403778.187500 Penalty: 4059.795654
	Iteration 2F: 3 clusters Score -403778.2 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -403905.156250 Penalty: 4059.795654
	Iteration 3F: 3 clusters Score -403905.2 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -403980.500000 Penalty: 4059.795654
	Iteration 4Q: 3 clusters Score -403980.5 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -404049.312500 Penalty: 4059.795654
	Iteration 5Q: 3 clusters Score -404049.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -404104.031250 Penalty: 4059.795654
	Iteration 6Q: 3 clusters Score -404104 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -404158.375000 Penalty: 4059.795654
	Iteration 7Q: 3 clusters Score -404158.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -404199.812500 Penalty: 4059.795654
	Iteration 8Q: 3 clusters Score -404199.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -404235.437500 Penalty: 4059.795654
	Iteration 9Q: 3 clusters Score -404235.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -404278.718750 Penalty: 4059.795654
	Iteration 10Q: 3 clusters Score -404278.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -404320.781250 Penalty: 4059.795654
	Iteration 11Q: 3 clusters Score -404320.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -404352.625000 Penalty: 4059.795654
	Iteration 12Q: 3 clusters Score -404352.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -404380.343750 Penalty: 4059.795654
	Iteration 13Q: 3 clusters Score -404380.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -404400.500000 Penalty: 4059.795654
	Iteration 14Q: 3 clusters Score -404400.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -404414.000000 Penalty: 4059.795654
	Iteration 15Q: 3 clusters Score -404414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -404430.937500 Penalty: 4059.795654
	Iteration 16Q: 3 clusters Score -404430.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -404451.062500 Penalty: 4059.795654
	Iteration 17Q: 3 clusters Score -404451.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -404480.312500 Penalty: 4059.795654
	Iteration 18Q: 3 clusters Score -404480.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -404502.406250 Penalty: 4059.795654
	Iteration 19Q: 3 clusters Score -404502.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -404523.468750 Penalty: 4059.795654
	Iteration 20F: 3 clusters Score -404523.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -404541.750000 Penalty: 4059.795654
	Iteration 21Q: 3 clusters Score -404541.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -404556.875000 Penalty: 4059.795654
	Iteration 22Q: 3 clusters Score -404556.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -404570.593750 Penalty: 4059.795654
	Iteration 23Q: 3 clusters Score -404570.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -404586.437500 Penalty: 4059.795654
	Iteration 24Q: 3 clusters Score -404586.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -404603.187500 Penalty: 4059.795654
	Iteration 25Q: 3 clusters Score -404603.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -404612.093750 Penalty: 4059.795654
	Iteration 26Q: 3 clusters Score -404612.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -404623.093750 Penalty: 4059.795654
	Iteration 27Q: 3 clusters Score -404623.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -404636.093750 Penalty: 4059.795654
	Iteration 28Q: 3 clusters Score -404636.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -404651.500000 Penalty: 4059.795654
	Iteration 29Q: 3 clusters Score -404651.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -404667.156250 Penalty: 4059.795654
	Iteration 30Q: 3 clusters Score -404667.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -404680.656250 Penalty: 4059.795654
	Iteration 31Q: 3 clusters Score -404680.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -404692.718750 Penalty: 4059.795654
	Iteration 32Q: 3 clusters Score -404692.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -404703.375000 Penalty: 4059.795654
	Iteration 33Q: 3 clusters Score -404703.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -404710.406250 Penalty: 4059.795654
	Iteration 34Q: 3 clusters Score -404710.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -404713.343750 Penalty: 4059.795654
	Iteration 35Q: 3 clusters Score -404713.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -404713.656250 Penalty: 4059.795654
	Iteration 36Q: 3 clusters Score -404713.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -404715.468750 Penalty: 4059.795654
	Iteration 37Q: 3 clusters Score -404715.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -404717.937500 Penalty: 4059.795654
	Iteration 38Q: 3 clusters Score -404717.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -404721.000000 Penalty: 4059.795654
	Iteration 39Q: 3 clusters Score -404721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -404724.781250 Penalty: 4059.795654
	Iteration 40F: 3 clusters Score -404724.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -404728.781250 Penalty: 4059.795654
	Iteration 41Q: 3 clusters Score -404728.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -404732.843750 Penalty: 4059.795654
	Iteration 42Q: 3 clusters Score -404732.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -404736.343750 Penalty: 4059.795654
	Iteration 43Q: 3 clusters Score -404736.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -404742.468750 Penalty: 4059.795654
	Iteration 44Q: 3 clusters Score -404742.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -404745.000000 Penalty: 4059.795654
	Iteration 45Q: 3 clusters Score -404745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -404747.218750 Penalty: 4059.795654
	Iteration 46Q: 3 clusters Score -404747.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -404748.031250 Penalty: 4059.795654
	Iteration 47Q: 3 clusters Score -404748 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -404747.687500 Penalty: 4059.795654
	Iteration 48Q: 3 clusters Score -404747.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -404748.781250 Penalty: 4059.795654
	Iteration 49Q: 3 clusters Score -404748.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -404748.781250 Penalty: 4059.795654
	Iteration 50F: 3 clusters Score -404748.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Entering Unmasked Estep 
Score: -290114.187500 Penalty: 1949.038696
	Iteration 0F: 2 clusters Score -290114.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -287106.906250 Penalty: 3898.077393
	Iteration 0F: 3 clusters Score -287106.9 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -287703.281250 Penalty: 3898.077393
	Iteration 1F: 3 clusters Score -287703.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -287852.343750 Penalty: 3898.077393
	Iteration 2F: 3 clusters Score -287852.3 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -287914.937500 Penalty: 3898.077393
	Iteration 3Q: 3 clusters Score -287914.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -287957.718750 Penalty: 3898.077393
	Iteration 4Q: 3 clusters Score -287957.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -287984.250000 Penalty: 3898.077393
	Iteration 5Q: 3 clusters Score -287984.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -287993.468750 Penalty: 3898.077393
	Iteration 6Q: 3 clusters Score -287993.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -288002.500000 Penalty: 3898.077393
	Iteration 7Q: 3 clusters Score -288002.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -288011.031250 Penalty: 3898.077393
	Iteration 8Q: 3 clusters Score -288011 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -288018.906250 Penalty: 3898.077393
	Iteration 9Q: 3 clusters Score -288018.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -288027.437500 Penalty: 3898.077393
	Iteration 10Q: 3 clusters Score -288027.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -288035.750000 Penalty: 3898.077393
	Iteration 11Q: 3 clusters Score -288035.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -288044.343750 Penalty: 3898.077393
	Iteration 12Q: 3 clusters Score -288044.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -288051.156250 Penalty: 3898.077393
	Iteration 13Q: 3 clusters Score -288051.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -288057.406250 Penalty: 3898.077393
	Iteration 14Q: 3 clusters Score -288057.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -288060.468750 Penalty: 3898.077393
	Iteration 15Q: 3 clusters Score -288060.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -288063.218750 Penalty: 3898.077393
	Iteration 16Q: 3 clusters Score -288063.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -288064.593750 Penalty: 3898.077393
	Iteration 17Q: 3 clusters Score -288064.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -288065.406250 Penalty: 3898.077393
	Iteration 18Q: 3 clusters Score -288065.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -288066.562500 Penalty: 3898.077393
	Iteration 19Q: 3 clusters Score -288066.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -288068.656250 Penalty: 3898.077393
	Iteration 20F: 3 clusters Score -288068.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -288068.750000 Penalty: 3898.077393
	Iteration 21Q: 3 clusters Score -288068.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -288069.750000 Penalty: 3898.077393
	Iteration 22Q: 3 clusters Score -288069.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -288071.000000 Penalty: 3898.077393
	Iteration 23Q: 3 clusters Score -288071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -288070.875000 Penalty: 3898.077393
	Iteration 24Q: 3 clusters Score -288070.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -288072.875000 Penalty: 3898.077393
	Iteration 25Q: 3 clusters Score -288072.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -288073.781250 Penalty: 3898.077393
	Iteration 26Q: 3 clusters Score -288073.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -288073.687500 Penalty: 3898.077393
	Iteration 27Q: 3 clusters Score -288073.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -288074.343750 Penalty: 3898.077393
	Iteration 28Q: 3 clusters Score -288074.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -288075.593750 Penalty: 3898.077393
	Iteration 29Q: 3 clusters Score -288075.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -288076.343750 Penalty: 3898.077393
	Iteration 30Q: 3 clusters Score -288076.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -288076.312500 Penalty: 3898.077393
	Iteration 31Q: 3 clusters Score -288076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -288076.750000 Penalty: 3898.077393
	Iteration 32Q: 3 clusters Score -288076.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -288076.750000 Penalty: 3898.077393
	Iteration 33F: 3 clusters Score -288076.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9148 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Entering Unmasked Estep 
Score: -901347.562500 Penalty: 2262.080078
	Iteration 0F: 2 clusters Score -901347.6 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 4658 members 
Entering Unmasked Estep 
Score: -894276.562500 Penalty: 4524.160156
	Iteration 0F: 3 clusters Score -894276.6 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -896260.812500 Penalty: 4524.160156
	Iteration 1F: 3 clusters Score -896260.8 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -896620.437500 Penalty: 4524.160156
	Iteration 2F: 3 clusters Score -896620.4 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -896936.437500 Penalty: 4524.160156
	Iteration 3F: 3 clusters Score -896936.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -897214.625000 Penalty: 4524.160156
	Iteration 4F: 3 clusters Score -897214.6 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -897467.937500 Penalty: 4524.160156
	Iteration 5Q: 3 clusters Score -897467.9 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -897669.687500 Penalty: 4524.160156
	Iteration 6Q: 3 clusters Score -897669.7 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -897848.375000 Penalty: 4524.160156
	Iteration 7Q: 3 clusters Score -897848.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -898017.312500 Penalty: 4524.160156
	Iteration 8Q: 3 clusters Score -898017.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -898156.187500 Penalty: 4524.160156
	Iteration 9Q: 3 clusters Score -898156.2 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -898276.625000 Penalty: 4524.160156
	Iteration 10Q: 3 clusters Score -898276.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -898375.687500 Penalty: 4524.160156
	Iteration 11Q: 3 clusters Score -898375.7 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -898486.062500 Penalty: 4524.160156
	Iteration 12Q: 3 clusters Score -898486.1 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -898610.562500 Penalty: 4524.160156
	Iteration 13Q: 3 clusters Score -898610.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -898744.250000 Penalty: 4524.160156
	Iteration 14Q: 3 clusters Score -898744.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -898880.187500 Penalty: 4524.160156
	Iteration 15Q: 3 clusters Score -898880.2 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -899008.062500 Penalty: 4524.160156
	Iteration 16Q: 3 clusters Score -899008.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -899119.000000 Penalty: 4524.160156
	Iteration 17Q: 3 clusters Score -899119 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -899193.875000 Penalty: 4524.160156
	Iteration 18Q: 3 clusters Score -899193.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -899270.187500 Penalty: 4524.160156
	Iteration 19Q: 3 clusters Score -899270.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -899315.687500 Penalty: 4524.160156
	Iteration 20F: 3 clusters Score -899315.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -899356.687500 Penalty: 4524.160156
	Iteration 21Q: 3 clusters Score -899356.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -899401.000000 Penalty: 4524.160156
	Iteration 22Q: 3 clusters Score -899401 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -899432.750000 Penalty: 4524.160156
	Iteration 23Q: 3 clusters Score -899432.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -899447.312500 Penalty: 4524.160156
	Iteration 24Q: 3 clusters Score -899447.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -899470.250000 Penalty: 4524.160156
	Iteration 25Q: 3 clusters Score -899470.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -899484.187500 Penalty: 4524.160156
	Iteration 26Q: 3 clusters Score -899484.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -899498.437500 Penalty: 4524.160156
	Iteration 27Q: 3 clusters Score -899498.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -899510.250000 Penalty: 4524.160156
	Iteration 28Q: 3 clusters Score -899510.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -899522.062500 Penalty: 4524.160156
	Iteration 29Q: 3 clusters Score -899522.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -899534.375000 Penalty: 4524.160156
	Iteration 30Q: 3 clusters Score -899534.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -899546.000000 Penalty: 4524.160156
	Iteration 31Q: 3 clusters Score -899546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -899556.375000 Penalty: 4524.160156
	Iteration 32Q: 3 clusters Score -899556.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -899568.437500 Penalty: 4524.160156
	Iteration 33Q: 3 clusters Score -899568.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -899577.000000 Penalty: 4524.160156
	Iteration 34Q: 3 clusters Score -899577 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -899583.437500 Penalty: 4524.160156
	Iteration 35Q: 3 clusters Score -899583.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -899591.750000 Penalty: 4524.160156
	Iteration 36Q: 3 clusters Score -899591.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -899596.750000 Penalty: 4524.160156
	Iteration 37Q: 3 clusters Score -899596.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -899601.562500 Penalty: 4524.160156
	Iteration 38Q: 3 clusters Score -899601.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -899610.250000 Penalty: 4524.160156
	Iteration 39Q: 3 clusters Score -899610.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7861 members 
Entering Unmasked Estep 
Score: -899613.437500 Penalty: 4524.160156
	Iteration 40F: 3 clusters Score -899613.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -899617.812500 Penalty: 4524.160156
	Iteration 41Q: 3 clusters Score -899617.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -899618.625000 Penalty: 4524.160156
	Iteration 42Q: 3 clusters Score -899618.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7886 members 
Entering Unmasked Estep 
Score: -899621.187500 Penalty: 4524.160156
	Iteration 43Q: 3 clusters Score -899621.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -899624.062500 Penalty: 4524.160156
	Iteration 44Q: 3 clusters Score -899624.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -899625.500000 Penalty: 4524.160156
	Iteration 45Q: 3 clusters Score -899625.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 7905 members 
Entering Unmasked Estep 
Score: -899628.687500 Penalty: 4524.160156
	Iteration 46Q: 3 clusters Score -899628.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -899631.125000 Penalty: 4524.160156
	Iteration 47Q: 3 clusters Score -899631.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -899635.187500 Penalty: 4524.160156
	Iteration 48Q: 3 clusters Score -899635.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 7922 members 
Entering Unmasked Estep 
Score: -899637.875000 Penalty: 4524.160156
	Iteration 49Q: 3 clusters Score -899637.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -899640.062500 Penalty: 4524.160156
	Iteration 50Q: 3 clusters Score -899640.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -899642.250000 Penalty: 4524.160156
	Iteration 51Q: 3 clusters Score -899642.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -899643.062500 Penalty: 4524.160156
	Iteration 52Q: 3 clusters Score -899643.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -899644.500000 Penalty: 4524.160156
	Iteration 53Q: 3 clusters Score -899644.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -899645.187500 Penalty: 4524.160156
	Iteration 54Q: 3 clusters Score -899645.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -899644.375000 Penalty: 4524.160156
	Iteration 55Q: 3 clusters Score -899644.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -899643.562500 Penalty: 4524.160156
	Iteration 56Q: 3 clusters Score -899643.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -899645.250000 Penalty: 4524.160156
	Iteration 57Q: 3 clusters Score -899645.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -899644.812500 Penalty: 4524.160156
	Iteration 58Q: 3 clusters Score -899644.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -899647.687500 Penalty: 4524.160156
	Iteration 59Q: 3 clusters Score -899647.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -899650.687500 Penalty: 4524.160156
	Iteration 60F: 3 clusters Score -899650.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -899649.562500 Penalty: 4524.160156
	Iteration 61Q: 3 clusters Score -899649.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -899650.625000 Penalty: 4524.160156
	Iteration 62Q: 3 clusters Score -899650.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -899650.625000 Penalty: 4524.160156
	Iteration 63F: 3 clusters Score -899650.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (30499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Entering Unmasked Estep 
Score: -3631628.000000 Penalty: 2560.711426
	Iteration 0F: 2 clusters Score -3631628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15226 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3610616.750000 Penalty: 5121.422852
	Iteration 0F: 3 clusters Score -3610617 nChanged 13805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -3618184.000000 Penalty: 5121.422852
	Iteration 1F: 3 clusters Score -3618184 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -3618693.000000 Penalty: 5121.422852
	Iteration 2Q: 3 clusters Score -3618693 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -3619202.500000 Penalty: 5121.422852
	Iteration 3Q: 3 clusters Score -3619202 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -3619743.000000 Penalty: 5121.422852
	Iteration 4Q: 3 clusters Score -3619743 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -3620366.000000 Penalty: 5121.422852
	Iteration 5Q: 3 clusters Score -3620366 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12728 members 
Mstep: Class 2 contains 17771 members 
Entering Unmasked Estep 
Score: -3621245.750000 Penalty: 5121.422852
	Iteration 6F: 3 clusters Score -3621246 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 18638 members 
Entering Unmasked Estep 
Score: -3622372.000000 Penalty: 5121.422852
	Iteration 7F: 3 clusters Score -3622372 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -3623750.750000 Penalty: 5121.422852
	Iteration 8F: 3 clusters Score -3623751 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -3625220.250000 Penalty: 5121.422852
	Iteration 9F: 3 clusters Score -3625220 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3626327.500000 Penalty: 5121.422852
	Iteration 10F: 3 clusters Score -3626328 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 21857 members 
Entering Unmasked Estep 
Score: -3626927.250000 Penalty: 5121.422852
	Iteration 11Q: 3 clusters Score -3626927 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -3627315.750000 Penalty: 5121.422852
	Iteration 12Q: 3 clusters Score -3627316 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -3627549.500000 Penalty: 5121.422852
	Iteration 13Q: 3 clusters Score -3627550 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -3627732.250000 Penalty: 5121.422852
	Iteration 14Q: 3 clusters Score -3627732 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -3627884.000000 Penalty: 5121.422852
	Iteration 15Q: 3 clusters Score -3627884 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3628014.250000 Penalty: 5121.422852
	Iteration 16Q: 3 clusters Score -3628014 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6691 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -3628110.250000 Penalty: 5121.422852
	Iteration 17Q: 3 clusters Score -3628110 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -3628175.500000 Penalty: 5121.422852
	Iteration 18Q: 3 clusters Score -3628176 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 24279 members 
Entering Unmasked Estep 
Score: -3628268.750000 Penalty: 5121.422852
	Iteration 19Q: 3 clusters Score -3628269 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -3628364.250000 Penalty: 5121.422852
	Iteration 20F: 3 clusters Score -3628364 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3628451.250000 Penalty: 5121.422852
	Iteration 21Q: 3 clusters Score -3628451 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -3628552.500000 Penalty: 5121.422852
	Iteration 22Q: 3 clusters Score -3628552 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 25302 members 
Entering Unmasked Estep 
Score: -3628608.000000 Penalty: 5121.422852
	Iteration 23Q: 3 clusters Score -3628608 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -3628656.250000 Penalty: 5121.422852
	Iteration 24Q: 3 clusters Score -3628656 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 25672 members 
Entering Unmasked Estep 
Score: -3628701.250000 Penalty: 5121.422852
	Iteration 25Q: 3 clusters Score -3628701 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 25830 members 
Entering Unmasked Estep 
Score: -3628744.250000 Penalty: 5121.422852
	Iteration 26Q: 3 clusters Score -3628744 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -3628783.750000 Penalty: 5121.422852
	Iteration 27Q: 3 clusters Score -3628784 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 26100 members 
Entering Unmasked Estep 
Score: -3628809.750000 Penalty: 5121.422852
	Iteration 28Q: 3 clusters Score -3628810 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -3628843.750000 Penalty: 5121.422852
	Iteration 29Q: 3 clusters Score -3628844 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -3628860.500000 Penalty: 5121.422852
	Iteration 30Q: 3 clusters Score -3628860 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -3628886.500000 Penalty: 5121.422852
	Iteration 31Q: 3 clusters Score -3628886 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 26600 members 
Entering Unmasked Estep 
Score: -3628917.250000 Penalty: 5121.422852
	Iteration 32Q: 3 clusters Score -3628917 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -3628945.500000 Penalty: 5121.422852
	Iteration 33Q: 3 clusters Score -3628946 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -3628992.000000 Penalty: 5121.422852
	Iteration 34Q: 3 clusters Score -3628992 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -3629022.750000 Penalty: 5121.422852
	Iteration 35Q: 3 clusters Score -3629023 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -3629053.750000 Penalty: 5121.422852
	Iteration 36Q: 3 clusters Score -3629054 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 27218 members 
Entering Unmasked Estep 
Score: -3629084.000000 Penalty: 5121.422852
	Iteration 37Q: 3 clusters Score -3629084 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 27316 members 
Entering Unmasked Estep 
Score: -3629105.250000 Penalty: 5121.422852
	Iteration 38Q: 3 clusters Score -3629105 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 27407 members 
Entering Unmasked Estep 
Score: -3629146.000000 Penalty: 5121.422852
	Iteration 39Q: 3 clusters Score -3629146 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -3629170.750000 Penalty: 5121.422852
	Iteration 40F: 3 clusters Score -3629171 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3629210.500000 Penalty: 5121.422852
	Iteration 41Q: 3 clusters Score -3629210 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3629250.000000 Penalty: 5121.422852
	Iteration 42Q: 3 clusters Score -3629250 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -3629292.250000 Penalty: 5121.422852
	Iteration 43Q: 3 clusters Score -3629292 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 27922 members 
Entering Unmasked Estep 
Score: -3629334.250000 Penalty: 5121.422852
	Iteration 44Q: 3 clusters Score -3629334 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 28009 members 
Entering Unmasked Estep 
Score: -3629365.250000 Penalty: 5121.422852
	Iteration 45Q: 3 clusters Score -3629365 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -3629383.750000 Penalty: 5121.422852
	Iteration 46Q: 3 clusters Score -3629384 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 28163 members 
Entering Unmasked Estep 
Score: -3629388.000000 Penalty: 5121.422852
	Iteration 47Q: 3 clusters Score -3629388 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -3629400.000000 Penalty: 5121.422852
	Iteration 48Q: 3 clusters Score -3629400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -3629420.750000 Penalty: 5121.422852
	Iteration 49Q: 3 clusters Score -3629421 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -3629436.500000 Penalty: 5121.422852
	Iteration 50Q: 3 clusters Score -3629436 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 28364 members 
Entering Unmasked Estep 
Score: -3629444.250000 Penalty: 5121.422852
	Iteration 51Q: 3 clusters Score -3629444 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -3629458.750000 Penalty: 5121.422852
	Iteration 52Q: 3 clusters Score -3629459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3629469.500000 Penalty: 5121.422852
	Iteration 53Q: 3 clusters Score -3629470 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 28481 members 
Entering Unmasked Estep 
Score: -3629477.250000 Penalty: 5121.422852
	Iteration 54Q: 3 clusters Score -3629477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 28507 members 
Entering Unmasked Estep 
Score: -3629476.000000 Penalty: 5121.422852
	Iteration 55Q: 3 clusters Score -3629476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -3629478.000000 Penalty: 5121.422852
	Iteration 56Q: 3 clusters Score -3629478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 28553 members 
Entering Unmasked Estep 
Score: -3629489.750000 Penalty: 5121.422852
	Iteration 57Q: 3 clusters Score -3629490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 28568 members 
Entering Unmasked Estep 
Score: -3629497.000000 Penalty: 5121.422852
	Iteration 58Q: 3 clusters Score -3629497 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -3629493.750000 Penalty: 5121.422852
	Iteration 59Q: 3 clusters Score -3629494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -3629498.500000 Penalty: 5121.422852
	Iteration 60F: 3 clusters Score -3629498 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 28608 members 
Entering Unmasked Estep 
Score: -3629506.500000 Penalty: 5121.422852
	Iteration 61Q: 3 clusters Score -3629506 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 28621 members 
Entering Unmasked Estep 
Score: -3629516.750000 Penalty: 5121.422852
	Iteration 62Q: 3 clusters Score -3629517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -3629522.500000 Penalty: 5121.422852
	Iteration 63Q: 3 clusters Score -3629522 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -3629529.000000 Penalty: 5121.422852
	Iteration 64Q: 3 clusters Score -3629529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 28671 members 
Entering Unmasked Estep 
Score: -3629530.000000 Penalty: 5121.422852
	Iteration 65Q: 3 clusters Score -3629530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -3629528.000000 Penalty: 5121.422852
	Iteration 66Q: 3 clusters Score -3629528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 28684 members 
Entering Unmasked Estep 
Score: -3629530.500000 Penalty: 5121.422852
	Iteration 67Q: 3 clusters Score -3629530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -3629533.500000 Penalty: 5121.422852
	Iteration 68Q: 3 clusters Score -3629534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -3629536.750000 Penalty: 5121.422852
	Iteration 69Q: 3 clusters Score -3629537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -3629535.250000 Penalty: 5121.422852
	Iteration 70Q: 3 clusters Score -3629535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -3629536.500000 Penalty: 5121.422852
	Iteration 71Q: 3 clusters Score -3629536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -3629537.000000 Penalty: 5121.422852
	Iteration 72Q: 3 clusters Score -3629537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3629538.000000 Penalty: 5121.422852
	Iteration 73Q: 3 clusters Score -3629538 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -3629538.000000 Penalty: 5121.422852
	Iteration 74F: 3 clusters Score -3629538 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35944 members 
Entering Unmasked Estep 
Score: -4011882.250000 Penalty: 2601.449951
	Iteration 0F: 2 clusters Score -4011882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -3987456.000000 Penalty: 5202.899902
	Iteration 0F: 3 clusters Score -3987456 nChanged 16448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -3996284.250000 Penalty: 5202.899902
	Iteration 1F: 3 clusters Score -3996284 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16764 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -3997065.500000 Penalty: 5202.899902
	Iteration 2F: 3 clusters Score -3997066 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -3997941.000000 Penalty: 5202.899902
	Iteration 3F: 3 clusters Score -3997941 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -3998944.500000 Penalty: 5202.899902
	Iteration 4F: 3 clusters Score -3998944 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 20517 members 
Entering Unmasked Estep 
Score: -4000179.000000 Penalty: 5202.899902
	Iteration 5F: 3 clusters Score -4000179 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -4001463.000000 Penalty: 5202.899902
	Iteration 6F: 3 clusters Score -4001463 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14779 members 
Mstep: Class 2 contains 21165 members 
Entering Unmasked Estep 
Score: -4002605.250000 Penalty: 5202.899902
	Iteration 7F: 3 clusters Score -4002605 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -4003574.000000 Penalty: 5202.899902
	Iteration 8F: 3 clusters Score -4003574 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 21650 members 
Entering Unmasked Estep 
Score: -4004392.750000 Penalty: 5202.899902
	Iteration 9Q: 3 clusters Score -4004393 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -4005109.750000 Penalty: 5202.899902
	Iteration 10Q: 3 clusters Score -4005110 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -4005714.750000 Penalty: 5202.899902
	Iteration 11Q: 3 clusters Score -4005715 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -4006193.000000 Penalty: 5202.899902
	Iteration 12Q: 3 clusters Score -4006193 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -4006517.500000 Penalty: 5202.899902
	Iteration 13Q: 3 clusters Score -4006518 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -4006719.750000 Penalty: 5202.899902
	Iteration 14Q: 3 clusters Score -4006720 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -4006852.000000 Penalty: 5202.899902
	Iteration 15Q: 3 clusters Score -4006852 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -4006941.750000 Penalty: 5202.899902
	Iteration 16Q: 3 clusters Score -4006942 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -4006978.250000 Penalty: 5202.899902
	Iteration 17Q: 3 clusters Score -4006978 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -4007023.250000 Penalty: 5202.899902
	Iteration 18Q: 3 clusters Score -4007023 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 22555 members 
Entering Unmasked Estep 
Score: -4007070.000000 Penalty: 5202.899902
	Iteration 19Q: 3 clusters Score -4007070 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -4007107.750000 Penalty: 5202.899902
	Iteration 20F: 3 clusters Score -4007108 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13333 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -4007128.750000 Penalty: 5202.899902
	Iteration 21Q: 3 clusters Score -4007129 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -4007141.750000 Penalty: 5202.899902
	Iteration 22Q: 3 clusters Score -4007142 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -4007139.500000 Penalty: 5202.899902
	Iteration 23Q: 3 clusters Score -4007140 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4007151.500000 Penalty: 5202.899902
	Iteration 24Q: 3 clusters Score -4007152 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -4007152.500000 Penalty: 5202.899902
	Iteration 25Q: 3 clusters Score -4007152 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -4007161.250000 Penalty: 5202.899902
	Iteration 26Q: 3 clusters Score -4007161 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -4007169.750000 Penalty: 5202.899902
	Iteration 27Q: 3 clusters Score -4007170 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -4007172.250000 Penalty: 5202.899902
	Iteration 28Q: 3 clusters Score -4007172 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -4007178.250000 Penalty: 5202.899902
	Iteration 29Q: 3 clusters Score -4007178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -4007194.250000 Penalty: 5202.899902
	Iteration 30Q: 3 clusters Score -4007194 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -4007196.000000 Penalty: 5202.899902
	Iteration 31Q: 3 clusters Score -4007196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -4007200.000000 Penalty: 5202.899902
	Iteration 32Q: 3 clusters Score -4007200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -4007199.000000 Penalty: 5202.899902
	Iteration 33Q: 3 clusters Score -4007199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -4007206.500000 Penalty: 5202.899902
	Iteration 34Q: 3 clusters Score -4007206 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -4007218.750000 Penalty: 5202.899902
	Iteration 35Q: 3 clusters Score -4007219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -4007219.000000 Penalty: 5202.899902
	Iteration 36Q: 3 clusters Score -4007219 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -4007214.750000 Penalty: 5202.899902
	Iteration 37Q: 3 clusters Score -4007215 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -4007210.750000 Penalty: 5202.899902
	Iteration 38Q: 3 clusters Score -4007211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 22901 members 
Entering Unmasked Estep 
Score: -4007209.250000 Penalty: 5202.899902
	Iteration 39Q: 3 clusters Score -4007209 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -4007211.000000 Penalty: 5202.899902
	Iteration 40F: 3 clusters Score -4007211 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -4007219.750000 Penalty: 5202.899902
	Iteration 41Q: 3 clusters Score -4007220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13028 members 
Mstep: Class 2 contains 22916 members 
Entering Unmasked Estep 
Score: -4007218.000000 Penalty: 5202.899902
	Iteration 42Q: 3 clusters Score -4007218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 22919 members 
Entering Unmasked Estep 
Score: -4007217.750000 Penalty: 5202.899902
	Iteration 43Q: 3 clusters Score -4007218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 22923 members 
Entering Unmasked Estep 
Score: -4007223.000000 Penalty: 5202.899902
	Iteration 44Q: 3 clusters Score -4007223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -4007224.250000 Penalty: 5202.899902
	Iteration 45Q: 3 clusters Score -4007224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13004 members 
Mstep: Class 2 contains 22940 members 
Entering Unmasked Estep 
Score: -4007229.250000 Penalty: 5202.899902
	Iteration 46Q: 3 clusters Score -4007229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -4007228.250000 Penalty: 5202.899902
	Iteration 47Q: 3 clusters Score -4007228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -4007231.250000 Penalty: 5202.899902
	Iteration 48Q: 3 clusters Score -4007231 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12985 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -4007224.000000 Penalty: 5202.899902
	Iteration 49Q: 3 clusters Score -4007224 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -4007220.000000 Penalty: 5202.899902
	Iteration 50Q: 3 clusters Score -4007220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -4007219.000000 Penalty: 5202.899902
	Iteration 51Q: 3 clusters Score -4007219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -4007215.750000 Penalty: 5202.899902
	Iteration 52Q: 3 clusters Score -4007216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -4007217.250000 Penalty: 5202.899902
	Iteration 53Q: 3 clusters Score -4007217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -4007213.250000 Penalty: 5202.899902
	Iteration 54Q: 3 clusters Score -4007213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -4007215.750000 Penalty: 5202.899902
	Iteration 55Q: 3 clusters Score -4007216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -4007212.750000 Penalty: 5202.899902
	Iteration 56Q: 3 clusters Score -4007213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -4007214.500000 Penalty: 5202.899902
	Iteration 57Q: 3 clusters Score -4007214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -4007219.500000 Penalty: 5202.899902
	Iteration 58Q: 3 clusters Score -4007220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -4007217.500000 Penalty: 5202.899902
	Iteration 59Q: 3 clusters Score -4007218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -4007225.000000 Penalty: 5202.899902
	Iteration 60F: 3 clusters Score -4007225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4007223.750000 Penalty: 5202.899902
	Iteration 61Q: 3 clusters Score -4007224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -4007223.750000 Penalty: 5202.899902
	Iteration 62F: 3 clusters Score -4007224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Entering Unmasked Estep 
Score: -5743550.500000 Penalty: 2674.011475
	Iteration 0F: 2 clusters Score -5743550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -5711147.000000 Penalty: 5348.022949
	Iteration 0F: 3 clusters Score -5711147 nChanged 22108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -5723952.500000 Penalty: 5348.022949
	Iteration 1F: 3 clusters Score -5723952 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21900 members 
Mstep: Class 2 contains 26261 members 
Entering Unmasked Estep 
Score: -5724958.000000 Penalty: 5348.022949
	Iteration 2F: 3 clusters Score -5724958 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 27405 members 
Entering Unmasked Estep 
Score: -5726275.000000 Penalty: 5348.022949
	Iteration 3F: 3 clusters Score -5726275 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5727965.500000 Penalty: 5348.022949
	Iteration 4F: 3 clusters Score -5727966 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -5730327.500000 Penalty: 5348.022949
	Iteration 5F: 3 clusters Score -5730328 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 33313 members 
Entering Unmasked Estep 
Score: -5733171.500000 Penalty: 5348.022949
	Iteration 6F: 3 clusters Score -5733172 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 35152 members 
Entering Unmasked Estep 
Score: -5735861.000000 Penalty: 5348.022949
	Iteration 7F: 3 clusters Score -5735861 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -5737488.500000 Penalty: 5348.022949
	Iteration 8Q: 3 clusters Score -5737488 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 37307 members 
Entering Unmasked Estep 
Score: -5738240.500000 Penalty: 5348.022949
	Iteration 9Q: 3 clusters Score -5738240 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -5738685.000000 Penalty: 5348.022949
	Iteration 10Q: 3 clusters Score -5738685 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -5738990.000000 Penalty: 5348.022949
	Iteration 11Q: 3 clusters Score -5738990 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 39199 members 
Entering Unmasked Estep 
Score: -5739249.000000 Penalty: 5348.022949
	Iteration 12Q: 3 clusters Score -5739249 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 39723 members 
Entering Unmasked Estep 
Score: -5739472.000000 Penalty: 5348.022949
	Iteration 13Q: 3 clusters Score -5739472 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 40213 members 
Entering Unmasked Estep 
Score: -5739639.500000 Penalty: 5348.022949
	Iteration 14Q: 3 clusters Score -5739640 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 40663 members 
Entering Unmasked Estep 
Score: -5739816.500000 Penalty: 5348.022949
	Iteration 15Q: 3 clusters Score -5739816 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 41085 members 
Entering Unmasked Estep 
Score: -5739934.000000 Penalty: 5348.022949
	Iteration 16Q: 3 clusters Score -5739934 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 41489 members 
Entering Unmasked Estep 
Score: -5740076.500000 Penalty: 5348.022949
	Iteration 17Q: 3 clusters Score -5740076 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 41854 members 
Entering Unmasked Estep 
Score: -5740204.000000 Penalty: 5348.022949
	Iteration 18Q: 3 clusters Score -5740204 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -5740343.500000 Penalty: 5348.022949
	Iteration 19Q: 3 clusters Score -5740344 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 42610 members 
Entering Unmasked Estep 
Score: -5740439.500000 Penalty: 5348.022949
	Iteration 20F: 3 clusters Score -5740440 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -5740550.000000 Penalty: 5348.022949
	Iteration 21Q: 3 clusters Score -5740550 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 43234 members 
Entering Unmasked Estep 
Score: -5740642.000000 Penalty: 5348.022949
	Iteration 22Q: 3 clusters Score -5740642 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -5740735.500000 Penalty: 5348.022949
	Iteration 23Q: 3 clusters Score -5740736 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 43759 members 
Entering Unmasked Estep 
Score: -5740837.000000 Penalty: 5348.022949
	Iteration 24Q: 3 clusters Score -5740837 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -5740948.000000 Penalty: 5348.022949
	Iteration 25Q: 3 clusters Score -5740948 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 44205 members 
Entering Unmasked Estep 
Score: -5740999.500000 Penalty: 5348.022949
	Iteration 26Q: 3 clusters Score -5741000 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -5741058.000000 Penalty: 5348.022949
	Iteration 27Q: 3 clusters Score -5741058 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -5741106.000000 Penalty: 5348.022949
	Iteration 28Q: 3 clusters Score -5741106 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -5741147.000000 Penalty: 5348.022949
	Iteration 29Q: 3 clusters Score -5741147 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -5741180.500000 Penalty: 5348.022949
	Iteration 30Q: 3 clusters Score -5741180 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -5741204.500000 Penalty: 5348.022949
	Iteration 31Q: 3 clusters Score -5741204 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -5741211.500000 Penalty: 5348.022949
	Iteration 32Q: 3 clusters Score -5741212 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -5741235.000000 Penalty: 5348.022949
	Iteration 33Q: 3 clusters Score -5741235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -5741246.500000 Penalty: 5348.022949
	Iteration 34Q: 3 clusters Score -5741246 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 45207 members 
Entering Unmasked Estep 
Score: -5741282.000000 Penalty: 5348.022949
	Iteration 35Q: 3 clusters Score -5741282 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 45303 members 
Entering Unmasked Estep 
Score: -5741307.500000 Penalty: 5348.022949
	Iteration 36Q: 3 clusters Score -5741308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -5741332.000000 Penalty: 5348.022949
	Iteration 37Q: 3 clusters Score -5741332 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
Score: -5741356.000000 Penalty: 5348.022949
	Iteration 38Q: 3 clusters Score -5741356 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 45554 members 
Entering Unmasked Estep 
Score: -5741387.500000 Penalty: 5348.022949
	Iteration 39Q: 3 clusters Score -5741388 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -5741409.000000 Penalty: 5348.022949
	Iteration 40F: 3 clusters Score -5741409 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 45679 members 
Entering Unmasked Estep 
Score: -5741420.000000 Penalty: 5348.022949
	Iteration 41Q: 3 clusters Score -5741420 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 45753 members 
Entering Unmasked Estep 
Score: -5741440.000000 Penalty: 5348.022949
	Iteration 42Q: 3 clusters Score -5741440 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -5741455.500000 Penalty: 5348.022949
	Iteration 43Q: 3 clusters Score -5741456 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -5741485.500000 Penalty: 5348.022949
	Iteration 44Q: 3 clusters Score -5741486 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 45919 members 
Entering Unmasked Estep 
Score: -5741494.000000 Penalty: 5348.022949
	Iteration 45Q: 3 clusters Score -5741494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -5741508.000000 Penalty: 5348.022949
	Iteration 46Q: 3 clusters Score -5741508 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 46005 members 
Entering Unmasked Estep 
Score: -5741518.500000 Penalty: 5348.022949
	Iteration 47Q: 3 clusters Score -5741518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -5741536.000000 Penalty: 5348.022949
	Iteration 48Q: 3 clusters Score -5741536 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 46080 members 
Entering Unmasked Estep 
Score: -5741550.500000 Penalty: 5348.022949
	Iteration 49Q: 3 clusters Score -5741550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 46105 members 
Entering Unmasked Estep 
Score: -5741566.000000 Penalty: 5348.022949
	Iteration 50Q: 3 clusters Score -5741566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -5741570.500000 Penalty: 5348.022949
	Iteration 51Q: 3 clusters Score -5741570 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 46140 members 
Entering Unmasked Estep 
Score: -5741568.000000 Penalty: 5348.022949
	Iteration 52Q: 3 clusters Score -5741568 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 46156 members 
Entering Unmasked Estep 
Score: -5741575.000000 Penalty: 5348.022949
	Iteration 53Q: 3 clusters Score -5741575 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 46169 members 
Entering Unmasked Estep 
Score: -5741570.000000 Penalty: 5348.022949
	Iteration 54Q: 3 clusters Score -5741570 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 46182 members 
Entering Unmasked Estep 
Score: -5741574.000000 Penalty: 5348.022949
	Iteration 55Q: 3 clusters Score -5741574 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 46192 members 
Entering Unmasked Estep 
Score: -5741574.000000 Penalty: 5348.022949
	Iteration 56Q: 3 clusters Score -5741574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -5741575.000000 Penalty: 5348.022949
	Iteration 57Q: 3 clusters Score -5741575 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -5741580.500000 Penalty: 5348.022949
	Iteration 58Q: 3 clusters Score -5741580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 46204 members 
Entering Unmasked Estep 
Score: -5741579.000000 Penalty: 5348.022949
	Iteration 59Q: 3 clusters Score -5741579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 46207 members 
Entering Unmasked Estep 
Score: -5741579.500000 Penalty: 5348.022949
	Iteration 60F: 3 clusters Score -5741580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 46210 members 
Entering Unmasked Estep 
Score: -5741589.500000 Penalty: 5348.022949
	Iteration 61Q: 3 clusters Score -5741590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -5741589.000000 Penalty: 5348.022949
	Iteration 62Q: 3 clusters Score -5741589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 46212 members 
Entering Unmasked Estep 
Score: -5741589.000000 Penalty: 5348.022949
	Iteration 63F: 3 clusters Score -5741589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Entering Unmasked Estep 
Score: -278943.687500 Penalty: 1963.910156
	Iteration 0F: 2 clusters Score -278943.7 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 1367 members 
Entering Unmasked Estep 
Score: -275869.093750 Penalty: 3927.820312
	Iteration 0F: 3 clusters Score -275869.1 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -278025.000000 Penalty: 3927.820312
	Iteration 1F: 3 clusters Score -278025 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -282416.250000 Penalty: 3927.820312
	Iteration 2F: 3 clusters Score -282416.2 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -283757.625000 Penalty: 3927.820312
	Iteration 3F: 3 clusters Score -283757.6 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -284121.656250 Penalty: 3927.820312
	Iteration 4Q: 3 clusters Score -284121.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -284351.625000 Penalty: 3927.820312
	Iteration 5Q: 3 clusters Score -284351.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -284585.375000 Penalty: 3927.820312
	Iteration 6Q: 3 clusters Score -284585.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -284880.531250 Penalty: 3927.820312
	Iteration 7Q: 3 clusters Score -284880.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -284901.250000 Penalty: 3927.820312
	Iteration 8Q: 3 clusters Score -284901.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -284901.250000 Penalty: 3927.820312
	Iteration 9F: 3 clusters Score -284901.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 222097 members 
Mstep: Class 5 contains 174490 members 
Mstep: Class 6 contains 235835 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 9148 members 
Mstep: Class 10 contains 30499 members 
Mstep: Class 11 contains 35944 members 
Mstep: Class 12 contains 48161 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 76573 members 
Mstep: Class 15 contains 19512 members 
Mstep: Class 16 contains 11346 members 
Mstep: Class 17 contains 8994 members 
Mstep: Class 18 contains 116009 members 
Mstep: Class 19 contains 65736 members 
Mstep: Class 20 contains 18229 members 
Mstep: Class 21 contains 816 members 
Mstep: Class 22 contains 276814 members 
Mstep: Class 23 contains 23574 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 515 members 
Entering Unmasked Estep 
Score: -161409344.000000 Penalty: 87824.398438
Splitting cluster 13 changes total score from -161405248.000000 to -161409344.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 14 (76573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76573 members 
Entering Unmasked Estep 
Score: -8767226.000000 Penalty: 2789.008057
	Iteration 0F: 2 clusters Score -8767226 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38259 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -8716070.000000 Penalty: 5578.016113
	Iteration 0F: 3 clusters Score -8716070 nChanged 35751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38684 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -8736091.000000 Penalty: 5578.016113
	Iteration 1F: 3 clusters Score -8736091 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -8736700.000000 Penalty: 5578.016113
	Iteration 2Q: 3 clusters Score -8736700 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 37515 members 
Entering Unmasked Estep 
Score: -8737288.000000 Penalty: 5578.016113
	Iteration 3Q: 3 clusters Score -8737288 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39397 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -8737829.000000 Penalty: 5578.016113
	Iteration 4Q: 3 clusters Score -8737829 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 36626 members 
Entering Unmasked Estep 
Score: -8738457.000000 Penalty: 5578.016113
	Iteration 5Q: 3 clusters Score -8738457 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 35856 members 
Entering Unmasked Estep 
Score: -8739211.000000 Penalty: 5578.016113
	Iteration 6Q: 3 clusters Score -8739211 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -8740225.000000 Penalty: 5578.016113
	Iteration 7Q: 3 clusters Score -8740225 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43345 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -8741379.000000 Penalty: 5578.016113
	Iteration 8Q: 3 clusters Score -8741379 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45379 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -8742891.000000 Penalty: 5578.016113
	Iteration 9Q: 3 clusters Score -8742891 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47932 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -8744914.000000 Penalty: 5578.016113
	Iteration 10F: 3 clusters Score -8744914 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51076 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -8747388.000000 Penalty: 5578.016113
	Iteration 11F: 3 clusters Score -8747388 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -8749875.000000 Penalty: 5578.016113
	Iteration 12F: 3 clusters Score -8749875 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58256 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -8752631.000000 Penalty: 5578.016113
	Iteration 13F: 3 clusters Score -8752631 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61930 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -8755296.000000 Penalty: 5578.016113
	Iteration 14F: 3 clusters Score -8755296 nChanged 3343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65209 members 
Mstep: Class 2 contains 11364 members 
Entering Unmasked Estep 
Score: -8757560.000000 Penalty: 5578.016113
	Iteration 15Q: 3 clusters Score -8757560 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68153 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -8759659.000000 Penalty: 5578.016113
	Iteration 16Q: 3 clusters Score -8759659 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70639 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -8761422.000000 Penalty: 5578.016113
	Iteration 17Q: 3 clusters Score -8761422 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72606 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -8762898.000000 Penalty: 5578.016113
	Iteration 18Q: 3 clusters Score -8762898 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74020 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -8763853.000000 Penalty: 5578.016113
	Iteration 19Q: 3 clusters Score -8763853 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74880 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -8764509.000000 Penalty: 5578.016113
	Iteration 20F: 3 clusters Score -8764509 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75355 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -8764822.000000 Penalty: 5578.016113
	Iteration 21Q: 3 clusters Score -8764822 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75613 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8764989.000000 Penalty: 5578.016113
	Iteration 22Q: 3 clusters Score -8764989 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75744 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8765075.000000 Penalty: 5578.016113
	Iteration 23Q: 3 clusters Score -8765075 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75794 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8765111.000000 Penalty: 5578.016113
	Iteration 24Q: 3 clusters Score -8765111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75829 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -8765131.000000 Penalty: 5578.016113
	Iteration 25Q: 3 clusters Score -8765131 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75857 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -8765148.000000 Penalty: 5578.016113
	Iteration 26Q: 3 clusters Score -8765148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75870 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8765170.000000 Penalty: 5578.016113
	Iteration 27Q: 3 clusters Score -8765170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75879 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8765193.000000 Penalty: 5578.016113
	Iteration 28Q: 3 clusters Score -8765193 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8765189.000000 Penalty: 5578.016113
	Iteration 29Q: 3 clusters Score -8765189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75895 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8765201.000000 Penalty: 5578.016113
	Iteration 30Q: 3 clusters Score -8765201 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75903 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8765211.000000 Penalty: 5578.016113
	Iteration 31Q: 3 clusters Score -8765211 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75906 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8765210.000000 Penalty: 5578.016113
	Iteration 32Q: 3 clusters Score -8765210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75914 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8765234.000000 Penalty: 5578.016113
	Iteration 33Q: 3 clusters Score -8765234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75918 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8765238.000000 Penalty: 5578.016113
	Iteration 34Q: 3 clusters Score -8765238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75920 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8765236.000000 Penalty: 5578.016113
	Iteration 35Q: 3 clusters Score -8765236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75926 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8765243.000000 Penalty: 5578.016113
	Iteration 36Q: 3 clusters Score -8765243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8765239.000000 Penalty: 5578.016113
	Iteration 37Q: 3 clusters Score -8765239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75931 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8765247.000000 Penalty: 5578.016113
	Iteration 38Q: 3 clusters Score -8765247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75933 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8765247.000000 Penalty: 5578.016113
	Iteration 39Q: 3 clusters Score -8765247 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75934 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -8765241.000000 Penalty: 5578.016113
	Iteration 40F: 3 clusters Score -8765241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19512 members 
Entering Unmasked Estep 
Score: -2187266.750000 Penalty: 2449.938721
	Iteration 0F: 2 clusters Score -2187267 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -2173490.250000 Penalty: 4899.877441
	Iteration 0F: 3 clusters Score -2173490 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -2178220.250000 Penalty: 4899.877441
	Iteration 1F: 3 clusters Score -2178220 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2178805.000000 Penalty: 4899.877441
	Iteration 2F: 3 clusters Score -2178805 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -2179457.000000 Penalty: 4899.877441
	Iteration 3F: 3 clusters Score -2179457 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -2180199.250000 Penalty: 4899.877441
	Iteration 4F: 3 clusters Score -2180199 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2181032.250000 Penalty: 4899.877441
	Iteration 5F: 3 clusters Score -2181032 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -2181838.250000 Penalty: 4899.877441
	Iteration 6F: 3 clusters Score -2181838 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2182532.750000 Penalty: 4899.877441
	Iteration 7F: 3 clusters Score -2182533 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2183105.250000 Penalty: 4899.877441
	Iteration 8Q: 3 clusters Score -2183105 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2183571.250000 Penalty: 4899.877441
	Iteration 9Q: 3 clusters Score -2183571 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -2183977.000000 Penalty: 4899.877441
	Iteration 10Q: 3 clusters Score -2183977 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2184340.250000 Penalty: 4899.877441
	Iteration 11Q: 3 clusters Score -2184340 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2184600.250000 Penalty: 4899.877441
	Iteration 12Q: 3 clusters Score -2184600 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -2184770.250000 Penalty: 4899.877441
	Iteration 13Q: 3 clusters Score -2184770 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -2184901.500000 Penalty: 4899.877441
	Iteration 14Q: 3 clusters Score -2184902 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2185006.750000 Penalty: 4899.877441
	Iteration 15Q: 3 clusters Score -2185007 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 17844 members 
Entering Unmasked Estep 
Score: -2185083.500000 Penalty: 4899.877441
	Iteration 16Q: 3 clusters Score -2185084 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2185128.000000 Penalty: 4899.877441
	Iteration 17Q: 3 clusters Score -2185128 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 18021 members 
Entering Unmasked Estep 
Score: -2185169.000000 Penalty: 4899.877441
	Iteration 18Q: 3 clusters Score -2185169 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2185196.500000 Penalty: 4899.877441
	Iteration 19Q: 3 clusters Score -2185196 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -2185213.250000 Penalty: 4899.877441
	Iteration 20F: 3 clusters Score -2185213 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -2185222.500000 Penalty: 4899.877441
	Iteration 21Q: 3 clusters Score -2185222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2185229.750000 Penalty: 4899.877441
	Iteration 22Q: 3 clusters Score -2185230 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2185236.250000 Penalty: 4899.877441
	Iteration 23Q: 3 clusters Score -2185236 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2185252.250000 Penalty: 4899.877441
	Iteration 24Q: 3 clusters Score -2185252 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2185263.750000 Penalty: 4899.877441
	Iteration 25Q: 3 clusters Score -2185264 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -2185279.500000 Penalty: 4899.877441
	Iteration 26Q: 3 clusters Score -2185280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -2185284.500000 Penalty: 4899.877441
	Iteration 27Q: 3 clusters Score -2185284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -2185286.500000 Penalty: 4899.877441
	Iteration 28Q: 3 clusters Score -2185286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -2185291.250000 Penalty: 4899.877441
	Iteration 29Q: 3 clusters Score -2185291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2185294.000000 Penalty: 4899.877441
	Iteration 30Q: 3 clusters Score -2185294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2185289.000000 Penalty: 4899.877441
	Iteration 31Q: 3 clusters Score -2185289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2185293.750000 Penalty: 4899.877441
	Iteration 32Q: 3 clusters Score -2185294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2185297.500000 Penalty: 4899.877441
	Iteration 33Q: 3 clusters Score -2185298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2185298.000000 Penalty: 4899.877441
	Iteration 34Q: 3 clusters Score -2185298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2185297.000000 Penalty: 4899.877441
	Iteration 35Q: 3 clusters Score -2185297 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2185295.500000 Penalty: 4899.877441
	Iteration 36Q: 3 clusters Score -2185296 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 18359 members 
Entering Unmasked Estep 
Score: -2185295.750000 Penalty: 4899.877441
	Iteration 37Q: 3 clusters Score -2185296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2185296.000000 Penalty: 4899.877441
	Iteration 38Q: 3 clusters Score -2185296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2185298.250000 Penalty: 4899.877441
	Iteration 39Q: 3 clusters Score -2185298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2185301.750000 Penalty: 4899.877441
	Iteration 40F: 3 clusters Score -2185302 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -2185302.750000 Penalty: 4899.877441
	Iteration 41Q: 3 clusters Score -2185303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -2185304.500000 Penalty: 4899.877441
	Iteration 42Q: 3 clusters Score -2185304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2185299.500000 Penalty: 4899.877441
	Iteration 43Q: 3 clusters Score -2185300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2185303.250000 Penalty: 4899.877441
	Iteration 44Q: 3 clusters Score -2185303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2185303.500000 Penalty: 4899.877441
	Iteration 45Q: 3 clusters Score -2185304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2185303.250000 Penalty: 4899.877441
	Iteration 46Q: 3 clusters Score -2185303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -2185303.750000 Penalty: 4899.877441
	Iteration 47Q: 3 clusters Score -2185304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2185305.250000 Penalty: 4899.877441
	Iteration 48Q: 3 clusters Score -2185305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -2185307.750000 Penalty: 4899.877441
	Iteration 49Q: 3 clusters Score -2185308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2185307.250000 Penalty: 4899.877441
	Iteration 50Q: 3 clusters Score -2185307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 18382 members 
Entering Unmasked Estep 
Score: -2185307.250000 Penalty: 4899.877441
	Iteration 51F: 3 clusters Score -2185307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Entering Unmasked Estep 
Score: -991372.687500 Penalty: 2315.481934
	Iteration 0F: 2 clusters Score -991372.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -982769.562500 Penalty: 4630.963867
	Iteration 0F: 3 clusters Score -982769.6 nChanged 4807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -985534.250000 Penalty: 4630.963867
	Iteration 1F: 3 clusters Score -985534.2 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -986256.750000 Penalty: 4630.963867
	Iteration 2F: 3 clusters Score -986256.8 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -986998.562500 Penalty: 4630.963867
	Iteration 3F: 3 clusters Score -986998.6 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -987692.250000 Penalty: 4630.963867
	Iteration 4F: 3 clusters Score -987692.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -988410.375000 Penalty: 4630.963867
	Iteration 5F: 3 clusters Score -988410.4 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -989007.437500 Penalty: 4630.963867
	Iteration 6F: 3 clusters Score -989007.4 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -989413.687500 Penalty: 4630.963867
	Iteration 7F: 3 clusters Score -989413.7 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -989691.312500 Penalty: 4630.963867
	Iteration 8Q: 3 clusters Score -989691.3 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -989851.125000 Penalty: 4630.963867
	Iteration 9Q: 3 clusters Score -989851.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -989939.750000 Penalty: 4630.963867
	Iteration 10Q: 3 clusters Score -989939.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -989998.125000 Penalty: 4630.963867
	Iteration 11Q: 3 clusters Score -989998.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -990041.625000 Penalty: 4630.963867
	Iteration 12Q: 3 clusters Score -990041.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -990082.937500 Penalty: 4630.963867
	Iteration 13Q: 3 clusters Score -990082.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -990118.937500 Penalty: 4630.963867
	Iteration 14Q: 3 clusters Score -990118.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -990154.625000 Penalty: 4630.963867
	Iteration 15Q: 3 clusters Score -990154.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -990196.875000 Penalty: 4630.963867
	Iteration 16Q: 3 clusters Score -990196.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -990243.625000 Penalty: 4630.963867
	Iteration 17Q: 3 clusters Score -990243.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -990292.687500 Penalty: 4630.963867
	Iteration 18Q: 3 clusters Score -990292.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -990331.062500 Penalty: 4630.963867
	Iteration 19Q: 3 clusters Score -990331.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -990365.812500 Penalty: 4630.963867
	Iteration 20F: 3 clusters Score -990365.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -990419.687500 Penalty: 4630.963867
	Iteration 21Q: 3 clusters Score -990419.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -990486.187500 Penalty: 4630.963867
	Iteration 22Q: 3 clusters Score -990486.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -990557.437500 Penalty: 4630.963867
	Iteration 23Q: 3 clusters Score -990557.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -990613.625000 Penalty: 4630.963867
	Iteration 24Q: 3 clusters Score -990613.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -990680.375000 Penalty: 4630.963867
	Iteration 25Q: 3 clusters Score -990680.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -990750.062500 Penalty: 4630.963867
	Iteration 26Q: 3 clusters Score -990750.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -990815.875000 Penalty: 4630.963867
	Iteration 27Q: 3 clusters Score -990815.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -990894.937500 Penalty: 4630.963867
	Iteration 28Q: 3 clusters Score -990894.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -990949.250000 Penalty: 4630.963867
	Iteration 29Q: 3 clusters Score -990949.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -990984.125000 Penalty: 4630.963867
	Iteration 30Q: 3 clusters Score -990984.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -991004.312500 Penalty: 4630.963867
	Iteration 31Q: 3 clusters Score -991004.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -991019.375000 Penalty: 4630.963867
	Iteration 32Q: 3 clusters Score -991019.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -991025.250000 Penalty: 4630.963867
	Iteration 33Q: 3 clusters Score -991025.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -991031.750000 Penalty: 4630.963867
	Iteration 34Q: 3 clusters Score -991031.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -991034.500000 Penalty: 4630.963867
	Iteration 35Q: 3 clusters Score -991034.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -991038.562500 Penalty: 4630.963867
	Iteration 36Q: 3 clusters Score -991038.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -991038.062500 Penalty: 4630.963867
	Iteration 37Q: 3 clusters Score -991038.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -991041.625000 Penalty: 4630.963867
	Iteration 38Q: 3 clusters Score -991041.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -991044.562500 Penalty: 4630.963867
	Iteration 39Q: 3 clusters Score -991044.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -991041.937500 Penalty: 4630.963867
	Iteration 40F: 3 clusters Score -991041.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -991043.875000 Penalty: 4630.963867
	Iteration 41Q: 3 clusters Score -991043.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -991045.125000 Penalty: 4630.963867
	Iteration 42Q: 3 clusters Score -991045.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -991048.250000 Penalty: 4630.963867
	Iteration 43Q: 3 clusters Score -991048.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -991052.000000 Penalty: 4630.963867
	Iteration 44Q: 3 clusters Score -991052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -991054.687500 Penalty: 4630.963867
	Iteration 45Q: 3 clusters Score -991054.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -991055.937500 Penalty: 4630.963867
	Iteration 46Q: 3 clusters Score -991055.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -991056.437500 Penalty: 4630.963867
	Iteration 47Q: 3 clusters Score -991056.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -991057.875000 Penalty: 4630.963867
	Iteration 48Q: 3 clusters Score -991057.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -991059.562500 Penalty: 4630.963867
	Iteration 49Q: 3 clusters Score -991059.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -991060.000000 Penalty: 4630.963867
	Iteration 50Q: 3 clusters Score -991060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -991063.000000 Penalty: 4630.963867
	Iteration 51Q: 3 clusters Score -991063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -991064.437500 Penalty: 4630.963867
	Iteration 52Q: 3 clusters Score -991064.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -991064.062500 Penalty: 4630.963867
	Iteration 53Q: 3 clusters Score -991064.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -991063.437500 Penalty: 4630.963867
	Iteration 54Q: 3 clusters Score -991063.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -991066.750000 Penalty: 4630.963867
	Iteration 55Q: 3 clusters Score -991066.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -991066.000000 Penalty: 4630.963867
	Iteration 56Q: 3 clusters Score -991066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -991063.562500 Penalty: 4630.963867
	Iteration 57Q: 3 clusters Score -991063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -991062.937500 Penalty: 4630.963867
	Iteration 58Q: 3 clusters Score -991062.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -991064.562500 Penalty: 4630.963867
	Iteration 59Q: 3 clusters Score -991064.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -991066.937500 Penalty: 4630.963867
	Iteration 60F: 3 clusters Score -991066.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -991066.250000 Penalty: 4630.963867
	Iteration 61Q: 3 clusters Score -991066.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -991066.250000 Penalty: 4630.963867
	Iteration 62F: 3 clusters Score -991066.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Entering Unmasked Estep 
Score: -1011693.687500 Penalty: 2257.869629
	Iteration 0F: 2 clusters Score -1011694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -1004770.937500 Penalty: 4515.739258
	Iteration 0F: 3 clusters Score -1004771 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1006691.562500 Penalty: 4515.739258
	Iteration 1F: 3 clusters Score -1006692 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1006916.625000 Penalty: 4515.739258
	Iteration 2F: 3 clusters Score -1006917 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1007057.125000 Penalty: 4515.739258
	Iteration 3Q: 3 clusters Score -1007057 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1007142.125000 Penalty: 4515.739258
	Iteration 4Q: 3 clusters Score -1007142 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1007221.625000 Penalty: 4515.739258
	Iteration 5Q: 3 clusters Score -1007222 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1007275.375000 Penalty: 4515.739258
	Iteration 6Q: 3 clusters Score -1007275 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1007335.375000 Penalty: 4515.739258
	Iteration 7Q: 3 clusters Score -1007335 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1007394.125000 Penalty: 4515.739258
	Iteration 8Q: 3 clusters Score -1007394 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1007452.812500 Penalty: 4515.739258
	Iteration 9Q: 3 clusters Score -1007453 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1007511.375000 Penalty: 4515.739258
	Iteration 10Q: 3 clusters Score -1007511 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -1007553.812500 Penalty: 4515.739258
	Iteration 11Q: 3 clusters Score -1007554 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1007591.000000 Penalty: 4515.739258
	Iteration 12Q: 3 clusters Score -1007591 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1007626.812500 Penalty: 4515.739258
	Iteration 13Q: 3 clusters Score -1007627 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1007660.062500 Penalty: 4515.739258
	Iteration 14Q: 3 clusters Score -1007660 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -1007688.500000 Penalty: 4515.739258
	Iteration 15Q: 3 clusters Score -1007688 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1007713.812500 Penalty: 4515.739258
	Iteration 16Q: 3 clusters Score -1007714 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1007736.937500 Penalty: 4515.739258
	Iteration 17Q: 3 clusters Score -1007737 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1007756.187500 Penalty: 4515.739258
	Iteration 18Q: 3 clusters Score -1007756 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1007776.250000 Penalty: 4515.739258
	Iteration 19Q: 3 clusters Score -1007776 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1007794.562500 Penalty: 4515.739258
	Iteration 20F: 3 clusters Score -1007795 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1007815.687500 Penalty: 4515.739258
	Iteration 21Q: 3 clusters Score -1007816 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1007829.312500 Penalty: 4515.739258
	Iteration 22Q: 3 clusters Score -1007829 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1007844.437500 Penalty: 4515.739258
	Iteration 23Q: 3 clusters Score -1007844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1007860.937500 Penalty: 4515.739258
	Iteration 24Q: 3 clusters Score -1007861 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1007872.687500 Penalty: 4515.739258
	Iteration 25Q: 3 clusters Score -1007873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1007887.062500 Penalty: 4515.739258
	Iteration 26Q: 3 clusters Score -1007887 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1007901.500000 Penalty: 4515.739258
	Iteration 27Q: 3 clusters Score -1007902 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1007910.937500 Penalty: 4515.739258
	Iteration 28Q: 3 clusters Score -1007911 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -1007921.875000 Penalty: 4515.739258
	Iteration 29Q: 3 clusters Score -1007922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1007931.375000 Penalty: 4515.739258
	Iteration 30Q: 3 clusters Score -1007931 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1007942.062500 Penalty: 4515.739258
	Iteration 31Q: 3 clusters Score -1007942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1007956.437500 Penalty: 4515.739258
	Iteration 32Q: 3 clusters Score -1007956 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1007968.000000 Penalty: 4515.739258
	Iteration 33Q: 3 clusters Score -1007968 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1007984.687500 Penalty: 4515.739258
	Iteration 34Q: 3 clusters Score -1007985 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1007997.687500 Penalty: 4515.739258
	Iteration 35Q: 3 clusters Score -1007998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -1008016.250000 Penalty: 4515.739258
	Iteration 36Q: 3 clusters Score -1008016 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1008030.062500 Penalty: 4515.739258
	Iteration 37Q: 3 clusters Score -1008030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1008041.687500 Penalty: 4515.739258
	Iteration 38Q: 3 clusters Score -1008042 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1008061.937500 Penalty: 4515.739258
	Iteration 39Q: 3 clusters Score -1008062 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1008079.187500 Penalty: 4515.739258
	Iteration 40F: 3 clusters Score -1008079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1008093.875000 Penalty: 4515.739258
	Iteration 41Q: 3 clusters Score -1008094 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1008112.062500 Penalty: 4515.739258
	Iteration 42Q: 3 clusters Score -1008112 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1008130.312500 Penalty: 4515.739258
	Iteration 43Q: 3 clusters Score -1008130 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1008144.812500 Penalty: 4515.739258
	Iteration 44Q: 3 clusters Score -1008145 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1008161.875000 Penalty: 4515.739258
	Iteration 45Q: 3 clusters Score -1008162 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -1008180.937500 Penalty: 4515.739258
	Iteration 46Q: 3 clusters Score -1008181 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1008203.437500 Penalty: 4515.739258
	Iteration 47Q: 3 clusters Score -1008203 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -1008229.562500 Penalty: 4515.739258
	Iteration 48Q: 3 clusters Score -1008230 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1008255.062500 Penalty: 4515.739258
	Iteration 49Q: 3 clusters Score -1008255 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -1008278.937500 Penalty: 4515.739258
	Iteration 50Q: 3 clusters Score -1008279 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1008296.750000 Penalty: 4515.739258
	Iteration 51Q: 3 clusters Score -1008297 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -1008310.937500 Penalty: 4515.739258
	Iteration 52Q: 3 clusters Score -1008311 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1008330.625000 Penalty: 4515.739258
	Iteration 53Q: 3 clusters Score -1008331 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1008350.625000 Penalty: 4515.739258
	Iteration 54Q: 3 clusters Score -1008351 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1008371.562500 Penalty: 4515.739258
	Iteration 55Q: 3 clusters Score -1008372 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -1008390.125000 Penalty: 4515.739258
	Iteration 56Q: 3 clusters Score -1008390 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1008411.437500 Penalty: 4515.739258
	Iteration 57Q: 3 clusters Score -1008411 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1008431.500000 Penalty: 4515.739258
	Iteration 58Q: 3 clusters Score -1008432 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -1008451.437500 Penalty: 4515.739258
	Iteration 59Q: 3 clusters Score -1008451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -1008466.875000 Penalty: 4515.739258
	Iteration 60F: 3 clusters Score -1008467 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1008487.937500 Penalty: 4515.739258
	Iteration 61Q: 3 clusters Score -1008488 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1008515.375000 Penalty: 4515.739258
	Iteration 62Q: 3 clusters Score -1008515 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1008543.375000 Penalty: 4515.739258
	Iteration 63Q: 3 clusters Score -1008543 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1008578.937500 Penalty: 4515.739258
	Iteration 64Q: 3 clusters Score -1008579 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -1008606.437500 Penalty: 4515.739258
	Iteration 65Q: 3 clusters Score -1008606 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -1008636.187500 Penalty: 4515.739258
	Iteration 66Q: 3 clusters Score -1008636 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1008660.875000 Penalty: 4515.739258
	Iteration 67Q: 3 clusters Score -1008661 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1008684.937500 Penalty: 4515.739258
	Iteration 68Q: 3 clusters Score -1008685 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1008716.687500 Penalty: 4515.739258
	Iteration 69Q: 3 clusters Score -1008717 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1008744.187500 Penalty: 4515.739258
	Iteration 70Q: 3 clusters Score -1008744 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1008775.812500 Penalty: 4515.739258
	Iteration 71Q: 3 clusters Score -1008776 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -1008809.937500 Penalty: 4515.739258
	Iteration 72Q: 3 clusters Score -1008810 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1008857.625000 Penalty: 4515.739258
	Iteration 73Q: 3 clusters Score -1008858 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1008912.750000 Penalty: 4515.739258
	Iteration 74Q: 3 clusters Score -1008913 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1008968.312500 Penalty: 4515.739258
	Iteration 75Q: 3 clusters Score -1008968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -1009034.625000 Penalty: 4515.739258
	Iteration 76Q: 3 clusters Score -1009035 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1009097.250000 Penalty: 4515.739258
	Iteration 77Q: 3 clusters Score -1009097 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -1009157.312500 Penalty: 4515.739258
	Iteration 78Q: 3 clusters Score -1009157 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1009211.687500 Penalty: 4515.739258
	Iteration 79Q: 3 clusters Score -1009212 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1009258.937500 Penalty: 4515.739258
	Iteration 80F: 3 clusters Score -1009259 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1009295.562500 Penalty: 4515.739258
	Iteration 81Q: 3 clusters Score -1009296 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1009345.937500 Penalty: 4515.739258
	Iteration 82Q: 3 clusters Score -1009346 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1009391.750000 Penalty: 4515.739258
	Iteration 83Q: 3 clusters Score -1009392 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1009436.187500 Penalty: 4515.739258
	Iteration 84Q: 3 clusters Score -1009436 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1009465.562500 Penalty: 4515.739258
	Iteration 85Q: 3 clusters Score -1009466 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1009495.625000 Penalty: 4515.739258
	Iteration 86Q: 3 clusters Score -1009496 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1009519.437500 Penalty: 4515.739258
	Iteration 87Q: 3 clusters Score -1009519 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1009542.687500 Penalty: 4515.739258
	Iteration 88Q: 3 clusters Score -1009543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1009554.437500 Penalty: 4515.739258
	Iteration 89Q: 3 clusters Score -1009554 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1009568.250000 Penalty: 4515.739258
	Iteration 90Q: 3 clusters Score -1009568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -1009583.750000 Penalty: 4515.739258
	Iteration 91Q: 3 clusters Score -1009584 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1009601.875000 Penalty: 4515.739258
	Iteration 92Q: 3 clusters Score -1009602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -1009610.500000 Penalty: 4515.739258
	Iteration 93Q: 3 clusters Score -1009610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8390 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1009614.812500 Penalty: 4515.739258
	Iteration 94Q: 3 clusters Score -1009615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -1009624.375000 Penalty: 4515.739258
	Iteration 95Q: 3 clusters Score -1009624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1009630.562500 Penalty: 4515.739258
	Iteration 96Q: 3 clusters Score -1009631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1009639.437500 Penalty: 4515.739258
	Iteration 97Q: 3 clusters Score -1009639 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1009647.750000 Penalty: 4515.739258
	Iteration 98Q: 3 clusters Score -1009648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1009653.875000 Penalty: 4515.739258
	Iteration 99Q: 3 clusters Score -1009654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1009663.250000 Penalty: 4515.739258
	Iteration 100F: 3 clusters Score -1009663 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8447 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1009667.937500 Penalty: 4515.739258
	Iteration 101Q: 3 clusters Score -1009668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1009672.125000 Penalty: 4515.739258
	Iteration 102Q: 3 clusters Score -1009672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1009674.937500 Penalty: 4515.739258
	Iteration 103Q: 3 clusters Score -1009675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1009676.062500 Penalty: 4515.739258
	Iteration 104Q: 3 clusters Score -1009676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1009679.000000 Penalty: 4515.739258
	Iteration 105Q: 3 clusters Score -1009679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1009682.750000 Penalty: 4515.739258
	Iteration 106Q: 3 clusters Score -1009683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1009684.375000 Penalty: 4515.739258
	Iteration 107Q: 3 clusters Score -1009684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1009684.375000 Penalty: 4515.739258
	Iteration 108F: 3 clusters Score -1009684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (116009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116009 members 
Entering Unmasked Estep 
Score: -13783646.000000 Penalty: 2892.032715
	Iteration 0F: 2 clusters Score -1.378365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 58093 members 
Entering Unmasked Estep 
Score: -13706283.000000 Penalty: 5784.065430
	Iteration 0F: 3 clusters Score -1.370628e+07 nChanged 55052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55766 members 
Mstep: Class 2 contains 60243 members 
Entering Unmasked Estep 
Score: -13738299.000000 Penalty: 5784.065430
	Iteration 1F: 3 clusters Score -1.37383e+07 nChanged 4703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54539 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -13740130.000000 Penalty: 5784.065430
	Iteration 2Q: 3 clusters Score -1.374013e+07 nChanged 5590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 63422 members 
Entering Unmasked Estep 
Score: -13742920.000000 Penalty: 5784.065430
	Iteration 3Q: 3 clusters Score -1.374292e+07 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49499 members 
Mstep: Class 2 contains 66510 members 
Entering Unmasked Estep 
Score: -13747297.000000 Penalty: 5784.065430
	Iteration 4F: 3 clusters Score -1.37473e+07 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44857 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -13753379.000000 Penalty: 5784.065430
	Iteration 5F: 3 clusters Score -1.375338e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 76701 members 
Entering Unmasked Estep 
Score: -13760884.000000 Penalty: 5784.065430
	Iteration 6F: 3 clusters Score -1.376088e+07 nChanged 8320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 81833 members 
Entering Unmasked Estep 
Score: -13767981.000000 Penalty: 5784.065430
	Iteration 7F: 3 clusters Score -1.376798e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30671 members 
Mstep: Class 2 contains 85338 members 
Entering Unmasked Estep 
Score: -13772226.000000 Penalty: 5784.065430
	Iteration 8F: 3 clusters Score -1.377223e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28271 members 
Mstep: Class 2 contains 87738 members 
Entering Unmasked Estep 
Score: -13774126.000000 Penalty: 5784.065430
	Iteration 9Q: 3 clusters Score -1.377413e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -13775126.000000 Penalty: 5784.065430
	Iteration 10Q: 3 clusters Score -1.377513e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24537 members 
Mstep: Class 2 contains 91472 members 
Entering Unmasked Estep 
Score: -13775762.000000 Penalty: 5784.065430
	Iteration 11Q: 3 clusters Score -1.377576e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22882 members 
Mstep: Class 2 contains 93127 members 
Entering Unmasked Estep 
Score: -13776478.000000 Penalty: 5784.065430
	Iteration 12Q: 3 clusters Score -1.377648e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 94740 members 
Entering Unmasked Estep 
Score: -13777023.000000 Penalty: 5784.065430
	Iteration 13Q: 3 clusters Score -1.377702e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 96256 members 
Entering Unmasked Estep 
Score: -13777477.000000 Penalty: 5784.065430
	Iteration 14Q: 3 clusters Score -1.377748e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 97682 members 
Entering Unmasked Estep 
Score: -13777894.000000 Penalty: 5784.065430
	Iteration 15Q: 3 clusters Score -1.377789e+07 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 98978 members 
Entering Unmasked Estep 
Score: -13778280.000000 Penalty: 5784.065430
	Iteration 16Q: 3 clusters Score -1.377828e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 100215 members 
Entering Unmasked Estep 
Score: -13778640.000000 Penalty: 5784.065430
	Iteration 17Q: 3 clusters Score -1.377864e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 101397 members 
Entering Unmasked Estep 
Score: -13779082.000000 Penalty: 5784.065430
	Iteration 18Q: 3 clusters Score -1.377908e+07 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 102458 members 
Entering Unmasked Estep 
Score: -13779421.000000 Penalty: 5784.065430
	Iteration 19Q: 3 clusters Score -1.377942e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 103493 members 
Entering Unmasked Estep 
Score: -13779734.000000 Penalty: 5784.065430
	Iteration 20F: 3 clusters Score -1.377973e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 104433 members 
Entering Unmasked Estep 
Score: -13780043.000000 Penalty: 5784.065430
	Iteration 21Q: 3 clusters Score -1.378004e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 105281 members 
Entering Unmasked Estep 
Score: -13780340.000000 Penalty: 5784.065430
	Iteration 22Q: 3 clusters Score -1.378034e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9923 members 
Mstep: Class 2 contains 106086 members 
Entering Unmasked Estep 
Score: -13780554.000000 Penalty: 5784.065430
	Iteration 23Q: 3 clusters Score -1.378055e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 106850 members 
Entering Unmasked Estep 
Score: -13780820.000000 Penalty: 5784.065430
	Iteration 24Q: 3 clusters Score -1.378082e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 107551 members 
Entering Unmasked Estep 
Score: -13781063.000000 Penalty: 5784.065430
	Iteration 25Q: 3 clusters Score -1.378106e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 108154 members 
Entering Unmasked Estep 
Score: -13781222.000000 Penalty: 5784.065430
	Iteration 26Q: 3 clusters Score -1.378122e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 108712 members 
Entering Unmasked Estep 
Score: -13781451.000000 Penalty: 5784.065430
	Iteration 27Q: 3 clusters Score -1.378145e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 109202 members 
Entering Unmasked Estep 
Score: -13781562.000000 Penalty: 5784.065430
	Iteration 28Q: 3 clusters Score -1.378156e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 109613 members 
Entering Unmasked Estep 
Score: -13781706.000000 Penalty: 5784.065430
	Iteration 29Q: 3 clusters Score -1.378171e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 109964 members 
Entering Unmasked Estep 
Score: -13781782.000000 Penalty: 5784.065430
	Iteration 30Q: 3 clusters Score -1.378178e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 110255 members 
Entering Unmasked Estep 
Score: -13781904.000000 Penalty: 5784.065430
	Iteration 31Q: 3 clusters Score -1.37819e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 110505 members 
Entering Unmasked Estep 
Score: -13781935.000000 Penalty: 5784.065430
	Iteration 32Q: 3 clusters Score -1.378194e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 110725 members 
Entering Unmasked Estep 
Score: -13781973.000000 Penalty: 5784.065430
	Iteration 33Q: 3 clusters Score -1.378197e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 110891 members 
Entering Unmasked Estep 
Score: -13782036.000000 Penalty: 5784.065430
	Iteration 34Q: 3 clusters Score -1.378204e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 111040 members 
Entering Unmasked Estep 
Score: -13782063.000000 Penalty: 5784.065430
	Iteration 35Q: 3 clusters Score -1.378206e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 111176 members 
Entering Unmasked Estep 
Score: -13782098.000000 Penalty: 5784.065430
	Iteration 36Q: 3 clusters Score -1.37821e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 111294 members 
Entering Unmasked Estep 
Score: -13782193.000000 Penalty: 5784.065430
	Iteration 37Q: 3 clusters Score -1.378219e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 111396 members 
Entering Unmasked Estep 
Score: -13782199.000000 Penalty: 5784.065430
	Iteration 38Q: 3 clusters Score -1.37822e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 111491 members 
Entering Unmasked Estep 
Score: -13782225.000000 Penalty: 5784.065430
	Iteration 39Q: 3 clusters Score -1.378222e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 111584 members 
Entering Unmasked Estep 
Score: -13782257.000000 Penalty: 5784.065430
	Iteration 40F: 3 clusters Score -1.378226e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 111661 members 
Entering Unmasked Estep 
Score: -13782278.000000 Penalty: 5784.065430
	Iteration 41Q: 3 clusters Score -1.378228e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 111731 members 
Entering Unmasked Estep 
Score: -13782313.000000 Penalty: 5784.065430
	Iteration 42Q: 3 clusters Score -1.378231e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 111790 members 
Entering Unmasked Estep 
Score: -13782333.000000 Penalty: 5784.065430
	Iteration 43Q: 3 clusters Score -1.378233e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 111836 members 
Entering Unmasked Estep 
Score: -13782309.000000 Penalty: 5784.065430
	Iteration 44Q: 3 clusters Score -1.378231e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 111880 members 
Entering Unmasked Estep 
Score: -13782305.000000 Penalty: 5784.065430
	Iteration 45Q: 3 clusters Score -1.37823e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 111922 members 
Entering Unmasked Estep 
Score: -13782319.000000 Penalty: 5784.065430
	Iteration 46Q: 3 clusters Score -1.378232e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 111954 members 
Entering Unmasked Estep 
Score: -13782344.000000 Penalty: 5784.065430
	Iteration 47Q: 3 clusters Score -1.378234e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 111983 members 
Entering Unmasked Estep 
Score: -13782365.000000 Penalty: 5784.065430
	Iteration 48Q: 3 clusters Score -1.378236e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 112023 members 
Entering Unmasked Estep 
Score: -13782344.000000 Penalty: 5784.065430
	Iteration 49Q: 3 clusters Score -1.378234e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3951 members 
Mstep: Class 2 contains 112058 members 
Entering Unmasked Estep 
Score: -13782372.000000 Penalty: 5784.065430
	Iteration 50Q: 3 clusters Score -1.378237e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 112084 members 
Entering Unmasked Estep 
Score: -13782399.000000 Penalty: 5784.065430
	Iteration 51Q: 3 clusters Score -1.37824e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 112099 members 
Entering Unmasked Estep 
Score: -13782391.000000 Penalty: 5784.065430
	Iteration 52Q: 3 clusters Score -1.378239e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 112113 members 
Entering Unmasked Estep 
Score: -13782390.000000 Penalty: 5784.065430
	Iteration 53Q: 3 clusters Score -1.378239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 112126 members 
Entering Unmasked Estep 
Score: -13782389.000000 Penalty: 5784.065430
	Iteration 54Q: 3 clusters Score -1.378239e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 112136 members 
Entering Unmasked Estep 
Score: -13782374.000000 Penalty: 5784.065430
	Iteration 55Q: 3 clusters Score -1.378237e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 112150 members 
Entering Unmasked Estep 
Score: -13782395.000000 Penalty: 5784.065430
	Iteration 56Q: 3 clusters Score -1.37824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 112156 members 
Entering Unmasked Estep 
Score: -13782392.000000 Penalty: 5784.065430
	Iteration 57Q: 3 clusters Score -1.378239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 112164 members 
Entering Unmasked Estep 
Score: -13782381.000000 Penalty: 5784.065430
	Iteration 58Q: 3 clusters Score -1.378238e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 112167 members 
Entering Unmasked Estep 
Score: -13782399.000000 Penalty: 5784.065430
	Iteration 59Q: 3 clusters Score -1.37824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 112164 members 
Entering Unmasked Estep 
Score: -13782401.000000 Penalty: 5784.065430
	Iteration 60F: 3 clusters Score -1.37824e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 112164 members 
Entering Unmasked Estep 
Score: -13782404.000000 Penalty: 5784.065430
	Iteration 61Q: 3 clusters Score -1.37824e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 112167 members 
Entering Unmasked Estep 
Score: -13782405.000000 Penalty: 5784.065430
	Iteration 62Q: 3 clusters Score -1.37824e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 112169 members 
Entering Unmasked Estep 
Score: -13782403.000000 Penalty: 5784.065430
	Iteration 63Q: 3 clusters Score -1.37824e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 112170 members 
Entering Unmasked Estep 
Score: -13782392.000000 Penalty: 5784.065430
	Iteration 64Q: 3 clusters Score -1.378239e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 112173 members 
Entering Unmasked Estep 
Score: -13782380.000000 Penalty: 5784.065430
	Iteration 65Q: 3 clusters Score -1.378238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 112181 members 
Entering Unmasked Estep 
Score: -13782396.000000 Penalty: 5784.065430
	Iteration 66Q: 3 clusters Score -1.37824e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 112188 members 
Entering Unmasked Estep 
Score: -13782405.000000 Penalty: 5784.065430
	Iteration 67Q: 3 clusters Score -1.37824e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 112194 members 
Entering Unmasked Estep 
Score: -13782411.000000 Penalty: 5784.065430
	Iteration 68Q: 3 clusters Score -1.378241e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 112201 members 
Entering Unmasked Estep 
Score: -13782427.000000 Penalty: 5784.065430
	Iteration 69Q: 3 clusters Score -1.378243e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -13782424.000000 Penalty: 5784.065430
	Iteration 70Q: 3 clusters Score -1.378242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -13782432.000000 Penalty: 5784.065430
	Iteration 71Q: 3 clusters Score -1.378243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 112205 members 
Entering Unmasked Estep 
Score: -13782420.000000 Penalty: 5784.065430
	Iteration 72Q: 3 clusters Score -1.378242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 112203 members 
Entering Unmasked Estep 
Score: -13782417.000000 Penalty: 5784.065430
	Iteration 73Q: 3 clusters Score -1.378242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 112203 members 
Entering Unmasked Estep 
Score: -13782417.000000 Penalty: 5784.065430
	Iteration 74F: 3 clusters Score -1.378242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (65736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65736 members 
Entering Unmasked Estep 
Score: -7859951.000000 Penalty: 2751.163574
	Iteration 0F: 2 clusters Score -7859951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -7815867.000000 Penalty: 5502.327148
	Iteration 0F: 3 clusters Score -7815867 nChanged 30681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 33241 members 
Entering Unmasked Estep 
Score: -7833201.000000 Penalty: 5502.327148
	Iteration 1F: 3 clusters Score -7833201 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32271 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -7833789.500000 Penalty: 5502.327148
	Iteration 2Q: 3 clusters Score -7833790 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 33738 members 
Entering Unmasked Estep 
Score: -7834444.500000 Penalty: 5502.327148
	Iteration 3Q: 3 clusters Score -7834444 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -7835194.000000 Penalty: 5502.327148
	Iteration 4Q: 3 clusters Score -7835194 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -7836118.500000 Penalty: 5502.327148
	Iteration 5Q: 3 clusters Score -7836118 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 35237 members 
Entering Unmasked Estep 
Score: -7837257.000000 Penalty: 5502.327148
	Iteration 6Q: 3 clusters Score -7837257 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -7838674.500000 Penalty: 5502.327148
	Iteration 7Q: 3 clusters Score -7838674 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Mstep: Class 2 contains 36729 members 
Entering Unmasked Estep 
Score: -7840634.000000 Penalty: 5502.327148
	Iteration 8F: 3 clusters Score -7840634 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28382 members 
Mstep: Class 2 contains 37354 members 
Entering Unmasked Estep 
Score: -7842998.500000 Penalty: 5502.327148
	Iteration 9F: 3 clusters Score -7842998 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27907 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -7845500.000000 Penalty: 5502.327148
	Iteration 10F: 3 clusters Score -7845500 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 38074 members 
Entering Unmasked Estep 
Score: -7847595.500000 Penalty: 5502.327148
	Iteration 11F: 3 clusters Score -7847596 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27575 members 
Mstep: Class 2 contains 38161 members 
Entering Unmasked Estep 
Score: -7848875.000000 Penalty: 5502.327148
	Iteration 12Q: 3 clusters Score -7848875 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27506 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -7849523.000000 Penalty: 5502.327148
	Iteration 13Q: 3 clusters Score -7849523 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27458 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -7849855.000000 Penalty: 5502.327148
	Iteration 14Q: 3 clusters Score -7849855 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
Score: -7850109.000000 Penalty: 5502.327148
	Iteration 15Q: 3 clusters Score -7850109 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27115 members 
Mstep: Class 2 contains 38621 members 
Entering Unmasked Estep 
Score: -7850323.500000 Penalty: 5502.327148
	Iteration 16Q: 3 clusters Score -7850324 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26958 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -7850513.000000 Penalty: 5502.327148
	Iteration 17Q: 3 clusters Score -7850513 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -7850687.500000 Penalty: 5502.327148
	Iteration 18Q: 3 clusters Score -7850688 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 39113 members 
Entering Unmasked Estep 
Score: -7850844.000000 Penalty: 5502.327148
	Iteration 19Q: 3 clusters Score -7850844 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26433 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -7850968.500000 Penalty: 5502.327148
	Iteration 20F: 3 clusters Score -7850968 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26194 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -7851102.000000 Penalty: 5502.327148
	Iteration 21Q: 3 clusters Score -7851102 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 39787 members 
Entering Unmasked Estep 
Score: -7851249.000000 Penalty: 5502.327148
	Iteration 22Q: 3 clusters Score -7851249 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -7851361.500000 Penalty: 5502.327148
	Iteration 23Q: 3 clusters Score -7851362 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 40292 members 
Entering Unmasked Estep 
Score: -7851470.000000 Penalty: 5502.327148
	Iteration 24Q: 3 clusters Score -7851470 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -7851577.500000 Penalty: 5502.327148
	Iteration 25Q: 3 clusters Score -7851578 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 40801 members 
Entering Unmasked Estep 
Score: -7851655.500000 Penalty: 5502.327148
	Iteration 26Q: 3 clusters Score -7851656 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -7851768.500000 Penalty: 5502.327148
	Iteration 27Q: 3 clusters Score -7851768 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 41381 members 
Entering Unmasked Estep 
Score: -7851859.000000 Penalty: 5502.327148
	Iteration 28Q: 3 clusters Score -7851859 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24085 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -7851960.500000 Penalty: 5502.327148
	Iteration 29Q: 3 clusters Score -7851960 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 41911 members 
Entering Unmasked Estep 
Score: -7852005.000000 Penalty: 5502.327148
	Iteration 30Q: 3 clusters Score -7852005 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23548 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -7852086.500000 Penalty: 5502.327148
	Iteration 31Q: 3 clusters Score -7852086 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -7852150.500000 Penalty: 5502.327148
	Iteration 32Q: 3 clusters Score -7852150 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22955 members 
Mstep: Class 2 contains 42781 members 
Entering Unmasked Estep 
Score: -7852186.000000 Penalty: 5502.327148
	Iteration 33Q: 3 clusters Score -7852186 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -7852259.500000 Penalty: 5502.327148
	Iteration 34Q: 3 clusters Score -7852260 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 43340 members 
Entering Unmasked Estep 
Score: -7852311.000000 Penalty: 5502.327148
	Iteration 35Q: 3 clusters Score -7852311 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 43626 members 
Entering Unmasked Estep 
Score: -7852336.000000 Penalty: 5502.327148
	Iteration 36Q: 3 clusters Score -7852336 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -7852401.000000 Penalty: 5502.327148
	Iteration 37Q: 3 clusters Score -7852401 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 44288 members 
Entering Unmasked Estep 
Score: -7852492.500000 Penalty: 5502.327148
	Iteration 38Q: 3 clusters Score -7852492 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21087 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -7852545.500000 Penalty: 5502.327148
	Iteration 39Q: 3 clusters Score -7852546 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 45023 members 
Entering Unmasked Estep 
Score: -7852606.000000 Penalty: 5502.327148
	Iteration 40F: 3 clusters Score -7852606 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -7852728.500000 Penalty: 5502.327148
	Iteration 41Q: 3 clusters Score -7852728 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -7852771.500000 Penalty: 5502.327148
	Iteration 42Q: 3 clusters Score -7852772 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 46255 members 
Entering Unmasked Estep 
Score: -7852843.500000 Penalty: 5502.327148
	Iteration 43Q: 3 clusters Score -7852844 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -7852922.500000 Penalty: 5502.327148
	Iteration 44Q: 3 clusters Score -7852922 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 47145 members 
Entering Unmasked Estep 
Score: -7852999.500000 Penalty: 5502.327148
	Iteration 45Q: 3 clusters Score -7853000 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -7853091.500000 Penalty: 5502.327148
	Iteration 46Q: 3 clusters Score -7853092 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 48141 members 
Entering Unmasked Estep 
Score: -7853159.500000 Penalty: 5502.327148
	Iteration 47Q: 3 clusters Score -7853160 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 48668 members 
Entering Unmasked Estep 
Score: -7853242.000000 Penalty: 5502.327148
	Iteration 48Q: 3 clusters Score -7853242 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 49210 members 
Entering Unmasked Estep 
Score: -7853364.000000 Penalty: 5502.327148
	Iteration 49Q: 3 clusters Score -7853364 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 49774 members 
Entering Unmasked Estep 
Score: -7853476.500000 Penalty: 5502.327148
	Iteration 50Q: 3 clusters Score -7853476 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15353 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -7853592.500000 Penalty: 5502.327148
	Iteration 51Q: 3 clusters Score -7853592 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 51005 members 
Entering Unmasked Estep 
Score: -7853753.500000 Penalty: 5502.327148
	Iteration 52Q: 3 clusters Score -7853754 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -7853876.000000 Penalty: 5502.327148
	Iteration 53Q: 3 clusters Score -7853876 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 52267 members 
Entering Unmasked Estep 
Score: -7853996.500000 Penalty: 5502.327148
	Iteration 54Q: 3 clusters Score -7853996 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -7854110.500000 Penalty: 5502.327148
	Iteration 55Q: 3 clusters Score -7854110 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 53426 members 
Entering Unmasked Estep 
Score: -7854241.000000 Penalty: 5502.327148
	Iteration 56Q: 3 clusters Score -7854241 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 53989 members 
Entering Unmasked Estep 
Score: -7854366.000000 Penalty: 5502.327148
	Iteration 57Q: 3 clusters Score -7854366 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 54582 members 
Entering Unmasked Estep 
Score: -7854521.000000 Penalty: 5502.327148
	Iteration 58Q: 3 clusters Score -7854521 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 55149 members 
Entering Unmasked Estep 
Score: -7854675.500000 Penalty: 5502.327148
	Iteration 59Q: 3 clusters Score -7854676 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 55713 members 
Entering Unmasked Estep 
Score: -7854781.500000 Penalty: 5502.327148
	Iteration 60F: 3 clusters Score -7854782 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 56282 members 
Entering Unmasked Estep 
Score: -7854925.000000 Penalty: 5502.327148
	Iteration 61Q: 3 clusters Score -7854925 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 56848 members 
Entering Unmasked Estep 
Score: -7855059.000000 Penalty: 5502.327148
	Iteration 62Q: 3 clusters Score -7855059 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 57389 members 
Entering Unmasked Estep 
Score: -7855230.000000 Penalty: 5502.327148
	Iteration 63Q: 3 clusters Score -7855230 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 57929 members 
Entering Unmasked Estep 
Score: -7855389.500000 Penalty: 5502.327148
	Iteration 64Q: 3 clusters Score -7855390 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 58480 members 
Entering Unmasked Estep 
Score: -7855571.000000 Penalty: 5502.327148
	Iteration 65Q: 3 clusters Score -7855571 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 59022 members 
Entering Unmasked Estep 
Score: -7855706.000000 Penalty: 5502.327148
	Iteration 66Q: 3 clusters Score -7855706 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 59538 members 
Entering Unmasked Estep 
Score: -7855871.000000 Penalty: 5502.327148
	Iteration 67Q: 3 clusters Score -7855871 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 60032 members 
Entering Unmasked Estep 
Score: -7856020.500000 Penalty: 5502.327148
	Iteration 68Q: 3 clusters Score -7856020 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 60476 members 
Entering Unmasked Estep 
Score: -7856161.000000 Penalty: 5502.327148
	Iteration 69Q: 3 clusters Score -7856161 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 60880 members 
Entering Unmasked Estep 
Score: -7856309.000000 Penalty: 5502.327148
	Iteration 70Q: 3 clusters Score -7856309 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 61286 members 
Entering Unmasked Estep 
Score: -7856452.500000 Penalty: 5502.327148
	Iteration 71Q: 3 clusters Score -7856452 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 61687 members 
Entering Unmasked Estep 
Score: -7856577.500000 Penalty: 5502.327148
	Iteration 72Q: 3 clusters Score -7856578 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 62054 members 
Entering Unmasked Estep 
Score: -7856705.000000 Penalty: 5502.327148
	Iteration 73Q: 3 clusters Score -7856705 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 62397 members 
Entering Unmasked Estep 
Score: -7856819.000000 Penalty: 5502.327148
	Iteration 74Q: 3 clusters Score -7856819 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 62677 members 
Entering Unmasked Estep 
Score: -7856916.500000 Penalty: 5502.327148
	Iteration 75Q: 3 clusters Score -7856916 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 62924 members 
Entering Unmasked Estep 
Score: -7857019.500000 Penalty: 5502.327148
	Iteration 76Q: 3 clusters Score -7857020 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -7857118.500000 Penalty: 5502.327148
	Iteration 77Q: 3 clusters Score -7857118 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 63339 members 
Entering Unmasked Estep 
Score: -7857179.500000 Penalty: 5502.327148
	Iteration 78Q: 3 clusters Score -7857180 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 63502 members 
Entering Unmasked Estep 
Score: -7857248.500000 Penalty: 5502.327148
	Iteration 79Q: 3 clusters Score -7857248 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 63644 members 
Entering Unmasked Estep 
Score: -7857295.000000 Penalty: 5502.327148
	Iteration 80F: 3 clusters Score -7857295 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 63766 members 
Entering Unmasked Estep 
Score: -7857357.000000 Penalty: 5502.327148
	Iteration 81Q: 3 clusters Score -7857357 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -7857401.000000 Penalty: 5502.327148
	Iteration 82Q: 3 clusters Score -7857401 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 63984 members 
Entering Unmasked Estep 
Score: -7857434.500000 Penalty: 5502.327148
	Iteration 83Q: 3 clusters Score -7857434 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 64070 members 
Entering Unmasked Estep 
Score: -7857471.000000 Penalty: 5502.327148
	Iteration 84Q: 3 clusters Score -7857471 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 64144 members 
Entering Unmasked Estep 
Score: -7857508.500000 Penalty: 5502.327148
	Iteration 85Q: 3 clusters Score -7857508 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 64202 members 
Entering Unmasked Estep 
Score: -7857530.500000 Penalty: 5502.327148
	Iteration 86Q: 3 clusters Score -7857530 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 64251 members 
Entering Unmasked Estep 
Score: -7857553.500000 Penalty: 5502.327148
	Iteration 87Q: 3 clusters Score -7857554 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 64296 members 
Entering Unmasked Estep 
Score: -7857575.500000 Penalty: 5502.327148
	Iteration 88Q: 3 clusters Score -7857576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 64331 members 
Entering Unmasked Estep 
Score: -7857579.500000 Penalty: 5502.327148
	Iteration 89Q: 3 clusters Score -7857580 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 64354 members 
Entering Unmasked Estep 
Score: -7857600.500000 Penalty: 5502.327148
	Iteration 90Q: 3 clusters Score -7857600 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 64384 members 
Entering Unmasked Estep 
Score: -7857610.000000 Penalty: 5502.327148
	Iteration 91Q: 3 clusters Score -7857610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 64417 members 
Entering Unmasked Estep 
Score: -7857623.000000 Penalty: 5502.327148
	Iteration 92Q: 3 clusters Score -7857623 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 64441 members 
Entering Unmasked Estep 
Score: -7857625.000000 Penalty: 5502.327148
	Iteration 93Q: 3 clusters Score -7857625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 64461 members 
Entering Unmasked Estep 
Score: -7857644.500000 Penalty: 5502.327148
	Iteration 94Q: 3 clusters Score -7857644 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 64487 members 
Entering Unmasked Estep 
Score: -7857658.000000 Penalty: 5502.327148
	Iteration 95Q: 3 clusters Score -7857658 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 64507 members 
Entering Unmasked Estep 
Score: -7857664.500000 Penalty: 5502.327148
	Iteration 96Q: 3 clusters Score -7857664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 64522 members 
Entering Unmasked Estep 
Score: -7857681.000000 Penalty: 5502.327148
	Iteration 97Q: 3 clusters Score -7857681 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 64539 members 
Entering Unmasked Estep 
Score: -7857681.000000 Penalty: 5502.327148
	Iteration 98Q: 3 clusters Score -7857681 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 64552 members 
Entering Unmasked Estep 
Score: -7857676.000000 Penalty: 5502.327148
	Iteration 99Q: 3 clusters Score -7857676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 64556 members 
Entering Unmasked Estep 
Score: -7857690.000000 Penalty: 5502.327148
	Iteration 100F: 3 clusters Score -7857690 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 64560 members 
Entering Unmasked Estep 
Score: -7857690.500000 Penalty: 5502.327148
	Iteration 101Q: 3 clusters Score -7857690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 64569 members 
Entering Unmasked Estep 
Score: -7857692.500000 Penalty: 5502.327148
	Iteration 102Q: 3 clusters Score -7857692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -7857704.000000 Penalty: 5502.327148
	Iteration 103Q: 3 clusters Score -7857704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 64578 members 
Entering Unmasked Estep 
Score: -7857704.500000 Penalty: 5502.327148
	Iteration 104Q: 3 clusters Score -7857704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -7857706.000000 Penalty: 5502.327148
	Iteration 105Q: 3 clusters Score -7857706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 64582 members 
Entering Unmasked Estep 
Score: -7857705.000000 Penalty: 5502.327148
	Iteration 106Q: 3 clusters Score -7857705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -7857705.500000 Penalty: 5502.327148
	Iteration 107Q: 3 clusters Score -7857706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 64583 members 
Entering Unmasked Estep 
Score: -7857700.500000 Penalty: 5502.327148
	Iteration 108Q: 3 clusters Score -7857700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 64586 members 
Entering Unmasked Estep 
Score: -7857697.000000 Penalty: 5502.327148
	Iteration 109Q: 3 clusters Score -7857697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 64589 members 
Entering Unmasked Estep 
Score: -7857698.500000 Penalty: 5502.327148
	Iteration 110Q: 3 clusters Score -7857698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 64592 members 
Entering Unmasked Estep 
Score: -7857698.500000 Penalty: 5502.327148
	Iteration 111Q: 3 clusters Score -7857698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -7857697.000000 Penalty: 5502.327148
	Iteration 112Q: 3 clusters Score -7857697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 64595 members 
Entering Unmasked Estep 
Score: -7857697.000000 Penalty: 5502.327148
	Iteration 113F: 3 clusters Score -7857697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Entering Unmasked Estep 
Score: -2005976.000000 Penalty: 2433.070801
	Iteration 0F: 2 clusters Score -2005976 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -1992923.375000 Penalty: 4866.141602
	Iteration 0F: 3 clusters Score -1992923 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1997345.500000 Penalty: 4866.141602
	Iteration 1F: 3 clusters Score -1997346 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1997927.625000 Penalty: 4866.141602
	Iteration 2F: 3 clusters Score -1997928 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1998506.000000 Penalty: 4866.141602
	Iteration 3F: 3 clusters Score -1998506 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -1999144.625000 Penalty: 4866.141602
	Iteration 4F: 3 clusters Score -1999145 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 9939 members 
Entering Unmasked Estep 
Score: -1999925.750000 Penalty: 4866.141602
	Iteration 5F: 3 clusters Score -1999926 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -2000780.250000 Penalty: 4866.141602
	Iteration 6F: 3 clusters Score -2000780 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -2001627.625000 Penalty: 4866.141602
	Iteration 7F: 3 clusters Score -2001628 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2002405.250000 Penalty: 4866.141602
	Iteration 8F: 3 clusters Score -2002405 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -2002995.125000 Penalty: 4866.141602
	Iteration 9F: 3 clusters Score -2002995 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -2003421.500000 Penalty: 4866.141602
	Iteration 10Q: 3 clusters Score -2003422 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -2003674.500000 Penalty: 4866.141602
	Iteration 11Q: 3 clusters Score -2003674 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2003827.500000 Penalty: 4866.141602
	Iteration 12Q: 3 clusters Score -2003828 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -2003958.875000 Penalty: 4866.141602
	Iteration 13Q: 3 clusters Score -2003959 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2004088.375000 Penalty: 4866.141602
	Iteration 14Q: 3 clusters Score -2004088 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9142 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2004206.625000 Penalty: 4866.141602
	Iteration 15Q: 3 clusters Score -2004207 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2004301.625000 Penalty: 4866.141602
	Iteration 16Q: 3 clusters Score -2004302 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2004390.375000 Penalty: 4866.141602
	Iteration 17Q: 3 clusters Score -2004390 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2004472.500000 Penalty: 4866.141602
	Iteration 18Q: 3 clusters Score -2004472 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2004558.375000 Penalty: 4866.141602
	Iteration 19Q: 3 clusters Score -2004558 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -2004630.375000 Penalty: 4866.141602
	Iteration 20F: 3 clusters Score -2004630 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2004720.625000 Penalty: 4866.141602
	Iteration 21Q: 3 clusters Score -2004721 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10693 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2004812.125000 Penalty: 4866.141602
	Iteration 22Q: 3 clusters Score -2004812 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -2004901.625000 Penalty: 4866.141602
	Iteration 23Q: 3 clusters Score -2004902 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -2004997.750000 Penalty: 4866.141602
	Iteration 24Q: 3 clusters Score -2004998 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2005108.625000 Penalty: 4866.141602
	Iteration 25Q: 3 clusters Score -2005109 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -2005201.875000 Penalty: 4866.141602
	Iteration 26Q: 3 clusters Score -2005202 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -2005283.250000 Penalty: 4866.141602
	Iteration 27Q: 3 clusters Score -2005283 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -2005359.125000 Penalty: 4866.141602
	Iteration 28Q: 3 clusters Score -2005359 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -2005441.625000 Penalty: 4866.141602
	Iteration 29Q: 3 clusters Score -2005442 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2005533.500000 Penalty: 4866.141602
	Iteration 30Q: 3 clusters Score -2005534 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -2005627.500000 Penalty: 4866.141602
	Iteration 31Q: 3 clusters Score -2005628 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2005711.250000 Penalty: 4866.141602
	Iteration 32Q: 3 clusters Score -2005711 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -2005794.000000 Penalty: 4866.141602
	Iteration 33Q: 3 clusters Score -2005794 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -2005886.000000 Penalty: 4866.141602
	Iteration 34Q: 3 clusters Score -2005886 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -2005991.500000 Penalty: 4866.141602
	Iteration 35Q: 3 clusters Score -2005992 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -2006081.750000 Penalty: 4866.141602
	Iteration 36Q: 3 clusters Score -2006082 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -2006159.625000 Penalty: 4866.141602
	Iteration 37Q: 3 clusters Score -2006160 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13878 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2006203.125000 Penalty: 4866.141602
	Iteration 38Q: 3 clusters Score -2006203 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -2006247.250000 Penalty: 4866.141602
	Iteration 39Q: 3 clusters Score -2006247 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -2006280.250000 Penalty: 4866.141602
	Iteration 40F: 3 clusters Score -2006280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -2006299.375000 Penalty: 4866.141602
	Iteration 41Q: 3 clusters Score -2006299 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2006305.625000 Penalty: 4866.141602
	Iteration 42Q: 3 clusters Score -2006306 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -2006313.750000 Penalty: 4866.141602
	Iteration 43Q: 3 clusters Score -2006314 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -2006328.625000 Penalty: 4866.141602
	Iteration 44Q: 3 clusters Score -2006329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -2006338.500000 Penalty: 4866.141602
	Iteration 45Q: 3 clusters Score -2006338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -2006337.375000 Penalty: 4866.141602
	Iteration 46Q: 3 clusters Score -2006337 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2006337.250000 Penalty: 4866.141602
	Iteration 47Q: 3 clusters Score -2006337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14282 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -2006339.625000 Penalty: 4866.141602
	Iteration 48Q: 3 clusters Score -2006340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14289 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -2006341.000000 Penalty: 4866.141602
	Iteration 49Q: 3 clusters Score -2006341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -2006340.125000 Penalty: 4866.141602
	Iteration 50Q: 3 clusters Score -2006340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2006342.125000 Penalty: 4866.141602
	Iteration 51Q: 3 clusters Score -2006342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -2006346.500000 Penalty: 4866.141602
	Iteration 52Q: 3 clusters Score -2006346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2006348.375000 Penalty: 4866.141602
	Iteration 53Q: 3 clusters Score -2006348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 3906 members 
Entering Unmasked Estep 
Score: -2006348.375000 Penalty: 4866.141602
	Iteration 54Q: 3 clusters Score -2006348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -2006352.375000 Penalty: 4866.141602
	Iteration 55Q: 3 clusters Score -2006352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -2006354.500000 Penalty: 4866.141602
	Iteration 56Q: 3 clusters Score -2006354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2006351.125000 Penalty: 4866.141602
	Iteration 57Q: 3 clusters Score -2006351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -2006351.125000 Penalty: 4866.141602
	Iteration 58F: 3 clusters Score -2006351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 222097 members 
Mstep: Class 5 contains 174490 members 
Mstep: Class 6 contains 235835 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 9148 members 
Mstep: Class 10 contains 30499 members 
Mstep: Class 11 contains 35944 members 
Mstep: Class 12 contains 48161 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 76573 members 
Mstep: Class 15 contains 19512 members 
Mstep: Class 16 contains 11346 members 
Mstep: Class 17 contains 8994 members 
Mstep: Class 18 contains 116009 members 
Mstep: Class 19 contains 65736 members 
Mstep: Class 20 contains 14340 members 
Mstep: Class 21 contains 816 members 
Mstep: Class 22 contains 276814 members 
Mstep: Class 23 contains 23574 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 3889 members 
Entering Unmasked Estep 
Score: -161408464.000000 Penalty: 91337.375000
Splitting cluster 20 changes total score from -161405248.000000 to -161408464.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Entering Unmasked Estep 
Score: -80958.054688 Penalty: 1662.694824
	Iteration 0F: 2 clusters Score -80958.05 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 393 members 
Entering Unmasked Estep 
Score: -79187.460938 Penalty: 3325.389648
	Iteration 0F: 3 clusters Score -79187.46 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -79447.179688 Penalty: 3325.389648
	Iteration 1F: 3 clusters Score -79447.18 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -79539.585938 Penalty: 3325.389648
	Iteration 2F: 3 clusters Score -79539.59 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79623.171875 Penalty: 3325.389648
	Iteration 3Q: 3 clusters Score -79623.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -79681.265625 Penalty: 3325.389648
	Iteration 4Q: 3 clusters Score -79681.27 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -79724.515625 Penalty: 3325.389648
	Iteration 5Q: 3 clusters Score -79724.52 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -79765.593750 Penalty: 3325.389648
	Iteration 6Q: 3 clusters Score -79765.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -79793.453125 Penalty: 3325.389648
	Iteration 7Q: 3 clusters Score -79793.45 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -79815.468750 Penalty: 3325.389648
	Iteration 8Q: 3 clusters Score -79815.47 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -79892.703125 Penalty: 3325.389648
	Iteration 9Q: 3 clusters Score -79892.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -80008.273438 Penalty: 3325.389648
	Iteration 10Q: 3 clusters Score -80008.27 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -80098.000000 Penalty: 3325.389648
	Iteration 11Q: 3 clusters Score -80098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -80211.429688 Penalty: 3325.389648
	Iteration 12Q: 3 clusters Score -80211.43 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -80402.968750 Penalty: 3325.389648
	Iteration 13Q: 3 clusters Score -80402.97 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -80787.023438 Penalty: 3325.389648
	Iteration 14F: 3 clusters Score -80787.02 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -81104.187500 Penalty: 3325.389648
	Iteration 15Q: 3 clusters Score -81104.19 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81234.554688 Penalty: 3325.389648
	Iteration 16Q: 3 clusters Score -81234.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81253.906250 Penalty: 3325.389648
	Iteration 17Q: 3 clusters Score -81253.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -81255.523438 Penalty: 3325.389648
	Iteration 18Q: 3 clusters Score -81255.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81260.921875 Penalty: 3325.389648
	Iteration 19Q: 3 clusters Score -81260.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81262.828125 Penalty: 3325.389648
	Iteration 20F: 3 clusters Score -81262.83 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -81263.203125 Penalty: 3325.389648
	Iteration 21Q: 3 clusters Score -81263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -81263.203125 Penalty: 3325.389648
	Iteration 22F: 3 clusters Score -81263.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 222097 members 
Mstep: Class 5 contains 174490 members 
Mstep: Class 6 contains 235835 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 9148 members 
Mstep: Class 10 contains 30499 members 
Mstep: Class 11 contains 35944 members 
Mstep: Class 12 contains 48161 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 76573 members 
Mstep: Class 15 contains 19512 members 
Mstep: Class 16 contains 11346 members 
Mstep: Class 17 contains 8994 members 
Mstep: Class 18 contains 116009 members 
Mstep: Class 19 contains 65736 members 
Mstep: Class 20 contains 14340 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 276814 members 
Mstep: Class 23 contains 23574 members 
Mstep: Class 24 contains 2265 members 
Mstep: Class 25 contains 515 members 
Mstep: Class 26 contains 3889 members 
Mstep: Class 27 contains 407 members 
Entering Unmasked Estep 
Score: -161406704.000000 Penalty: 94850.351562
Splitting cluster 21 changes total score from -161405248.000000 to -161406704.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 22 (276814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276814 members 
Entering Unmasked Estep 
Score: -32538506.000000 Penalty: 3107.713135
	Iteration 0F: 2 clusters Score -3.253851e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138032 members 
Mstep: Class 2 contains 138782 members 
Entering Unmasked Estep 
Score: -32363456.000000 Penalty: 6215.426270
	Iteration 0F: 3 clusters Score -3.236346e+07 nChanged 133697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130295 members 
Mstep: Class 2 contains 146519 members 
Entering Unmasked Estep 
Score: -32442790.000000 Penalty: 6215.426270
	Iteration 1F: 3 clusters Score -3.244279e+07 nChanged 9028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125657 members 
Mstep: Class 2 contains 151157 members 
Entering Unmasked Estep 
Score: -32445550.000000 Penalty: 6215.426270
	Iteration 2Q: 3 clusters Score -3.244555e+07 nChanged 10712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118735 members 
Mstep: Class 2 contains 158079 members 
Entering Unmasked Estep 
Score: -32449648.000000 Penalty: 6215.426270
	Iteration 3Q: 3 clusters Score -3.244965e+07 nChanged 13363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108712 members 
Mstep: Class 2 contains 168102 members 
Entering Unmasked Estep 
Score: -32456216.000000 Penalty: 6215.426270
	Iteration 4Q: 3 clusters Score -3.245622e+07 nChanged 16173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95167 members 
Mstep: Class 2 contains 181647 members 
Entering Unmasked Estep 
Score: -32465286.000000 Penalty: 6215.426270
	Iteration 5F: 3 clusters Score -3.246529e+07 nChanged 18605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78500 members 
Mstep: Class 2 contains 198314 members 
Entering Unmasked Estep 
Score: -32477442.000000 Penalty: 6215.426270
	Iteration 6F: 3 clusters Score -3.247744e+07 nChanged 19408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60244 members 
Mstep: Class 2 contains 216570 members 
Entering Unmasked Estep 
Score: -32489444.000000 Penalty: 6215.426270
	Iteration 7F: 3 clusters Score -3.248944e+07 nChanged 18038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42888 members 
Mstep: Class 2 contains 233926 members 
Entering Unmasked Estep 
Score: -32502350.000000 Penalty: 6215.426270
	Iteration 8F: 3 clusters Score -3.250235e+07 nChanged 14987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28127 members 
Mstep: Class 2 contains 248687 members 
Entering Unmasked Estep 
Score: -32514022.000000 Penalty: 6215.426270
	Iteration 9F: 3 clusters Score -3.251402e+07 nChanged 10992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 259647 members 
Entering Unmasked Estep 
Score: -32522540.000000 Penalty: 6215.426270
	Iteration 10Q: 3 clusters Score -3.252254e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 266635 members 
Entering Unmasked Estep 
Score: -32527966.000000 Penalty: 6215.426270
	Iteration 11Q: 3 clusters Score -3.252797e+07 nChanged 4131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 270748 members 
Entering Unmasked Estep 
Score: -32531360.000000 Penalty: 6215.426270
	Iteration 12Q: 3 clusters Score -3.253136e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 273030 members 
Entering Unmasked Estep 
Score: -32533088.000000 Penalty: 6215.426270
	Iteration 13Q: 3 clusters Score -3.253309e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 274252 members 
Entering Unmasked Estep 
Score: -32534088.000000 Penalty: 6215.426270
	Iteration 14Q: 3 clusters Score -3.253409e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 274937 members 
Entering Unmasked Estep 
Score: -32534660.000000 Penalty: 6215.426270
	Iteration 15Q: 3 clusters Score -3.253466e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 275330 members 
Entering Unmasked Estep 
Score: -32535000.000000 Penalty: 6215.426270
	Iteration 16Q: 3 clusters Score -3.2535e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 275538 members 
Entering Unmasked Estep 
Score: -32535138.000000 Penalty: 6215.426270
	Iteration 17Q: 3 clusters Score -3.253514e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 275661 members 
Entering Unmasked Estep 
Score: -32535302.000000 Penalty: 6215.426270
	Iteration 18Q: 3 clusters Score -3.25353e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 275750 members 
Entering Unmasked Estep 
Score: -32535410.000000 Penalty: 6215.426270
	Iteration 19Q: 3 clusters Score -3.253541e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 275809 members 
Entering Unmasked Estep 
Score: -32535468.000000 Penalty: 6215.426270
	Iteration 20F: 3 clusters Score -3.253547e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 275863 members 
Entering Unmasked Estep 
Score: -32535510.000000 Penalty: 6215.426270
	Iteration 21Q: 3 clusters Score -3.253551e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 275887 members 
Entering Unmasked Estep 
Score: -32535530.000000 Penalty: 6215.426270
	Iteration 22Q: 3 clusters Score -3.253553e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 275913 members 
Entering Unmasked Estep 
Score: -32535594.000000 Penalty: 6215.426270
	Iteration 23Q: 3 clusters Score -3.253559e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 275930 members 
Entering Unmasked Estep 
Score: -32535596.000000 Penalty: 6215.426270
	Iteration 24Q: 3 clusters Score -3.25356e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 275941 members 
Entering Unmasked Estep 
Score: -32535622.000000 Penalty: 6215.426270
	Iteration 25Q: 3 clusters Score -3.253562e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 275951 members 
Entering Unmasked Estep 
Score: -32535632.000000 Penalty: 6215.426270
	Iteration 26Q: 3 clusters Score -3.253563e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 275962 members 
Entering Unmasked Estep 
Score: -32535678.000000 Penalty: 6215.426270
	Iteration 27Q: 3 clusters Score -3.253568e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 275977 members 
Entering Unmasked Estep 
Score: -32535682.000000 Penalty: 6215.426270
	Iteration 28Q: 3 clusters Score -3.253568e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 275990 members 
Entering Unmasked Estep 
Score: -32535702.000000 Penalty: 6215.426270
	Iteration 29Q: 3 clusters Score -3.25357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 275996 members 
Entering Unmasked Estep 
Score: -32535726.000000 Penalty: 6215.426270
	Iteration 30Q: 3 clusters Score -3.253573e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 276004 members 
Entering Unmasked Estep 
Score: -32535722.000000 Penalty: 6215.426270
	Iteration 31Q: 3 clusters Score -3.253572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 276010 members 
Entering Unmasked Estep 
Score: -32535716.000000 Penalty: 6215.426270
	Iteration 32Q: 3 clusters Score -3.253572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 276012 members 
Entering Unmasked Estep 
Score: -32535718.000000 Penalty: 6215.426270
	Iteration 33Q: 3 clusters Score -3.253572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 276012 members 
Entering Unmasked Estep 
Score: -32535730.000000 Penalty: 6215.426270
	Iteration 34Q: 3 clusters Score -3.253573e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 276012 members 
Entering Unmasked Estep 
Score: -32535724.000000 Penalty: 6215.426270
	Iteration 35Q: 3 clusters Score -3.253572e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 276010 members 
Entering Unmasked Estep 
Score: -32535728.000000 Penalty: 6215.426270
	Iteration 36Q: 3 clusters Score -3.253573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 276009 members 
Entering Unmasked Estep 
Score: -32535726.000000 Penalty: 6215.426270
	Iteration 37Q: 3 clusters Score -3.253573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 276009 members 
Entering Unmasked Estep 
Score: -32535726.000000 Penalty: 6215.426270
	Iteration 38F: 3 clusters Score -3.253573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Entering Unmasked Estep 
Score: -2367879.250000 Penalty: 2496.839111
	Iteration 0F: 2 clusters Score -2367879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -2351555.000000 Penalty: 4993.678223
	Iteration 0F: 3 clusters Score -2351555 nChanged 10431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2357302.750000 Penalty: 4993.678223
	Iteration 1F: 3 clusters Score -2357303 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -2357875.750000 Penalty: 4993.678223
	Iteration 2F: 3 clusters Score -2357876 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2358522.250000 Penalty: 4993.678223
	Iteration 3F: 3 clusters Score -2358522 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -2359280.250000 Penalty: 4993.678223
	Iteration 4F: 3 clusters Score -2359280 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2360082.250000 Penalty: 4993.678223
	Iteration 5F: 3 clusters Score -2360082 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 11857 members 
Entering Unmasked Estep 
Score: -2360898.250000 Penalty: 4993.678223
	Iteration 6F: 3 clusters Score -2360898 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2361749.250000 Penalty: 4993.678223
	Iteration 7F: 3 clusters Score -2361749 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -2362465.000000 Penalty: 4993.678223
	Iteration 8F: 3 clusters Score -2362465 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -2363088.500000 Penalty: 4993.678223
	Iteration 9Q: 3 clusters Score -2363088 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -2363588.750000 Penalty: 4993.678223
	Iteration 10Q: 3 clusters Score -2363589 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2363990.250000 Penalty: 4993.678223
	Iteration 11Q: 3 clusters Score -2363990 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2364325.500000 Penalty: 4993.678223
	Iteration 12Q: 3 clusters Score -2364326 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2364606.500000 Penalty: 4993.678223
	Iteration 13Q: 3 clusters Score -2364606 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2364799.250000 Penalty: 4993.678223
	Iteration 14Q: 3 clusters Score -2364799 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -2364921.250000 Penalty: 4993.678223
	Iteration 15Q: 3 clusters Score -2364921 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -2364990.750000 Penalty: 4993.678223
	Iteration 16Q: 3 clusters Score -2364991 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -2365048.750000 Penalty: 4993.678223
	Iteration 17Q: 3 clusters Score -2365049 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -2365101.000000 Penalty: 4993.678223
	Iteration 18Q: 3 clusters Score -2365101 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11352 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -2365130.500000 Penalty: 4993.678223
	Iteration 19Q: 3 clusters Score -2365130 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 12244 members 
Entering Unmasked Estep 
Score: -2365164.750000 Penalty: 4993.678223
	Iteration 20F: 3 clusters Score -2365165 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 12271 members 
Entering Unmasked Estep 
Score: -2365182.500000 Penalty: 4993.678223
	Iteration 21Q: 3 clusters Score -2365182 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2365197.250000 Penalty: 4993.678223
	Iteration 22Q: 3 clusters Score -2365197 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11273 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2365195.750000 Penalty: 4993.678223
	Iteration 23Q: 3 clusters Score -2365196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2365203.250000 Penalty: 4993.678223
	Iteration 24Q: 3 clusters Score -2365203 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 12306 members 
Entering Unmasked Estep 
Score: -2365205.500000 Penalty: 4993.678223
	Iteration 25Q: 3 clusters Score -2365206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -2365210.250000 Penalty: 4993.678223
	Iteration 26Q: 3 clusters Score -2365210 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -2365227.750000 Penalty: 4993.678223
	Iteration 27Q: 3 clusters Score -2365228 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -2365226.500000 Penalty: 4993.678223
	Iteration 28Q: 3 clusters Score -2365226 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -2365226.500000 Penalty: 4993.678223
	Iteration 29Q: 3 clusters Score -2365226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2365224.000000 Penalty: 4993.678223
	Iteration 30Q: 3 clusters Score -2365224 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11371 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2365227.250000 Penalty: 4993.678223
	Iteration 31Q: 3 clusters Score -2365227 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2365240.500000 Penalty: 4993.678223
	Iteration 32Q: 3 clusters Score -2365240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11394 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2365240.500000 Penalty: 4993.678223
	Iteration 33Q: 3 clusters Score -2365240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 12170 members 
Entering Unmasked Estep 
Score: -2365233.750000 Penalty: 4993.678223
	Iteration 34Q: 3 clusters Score -2365234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -2365241.750000 Penalty: 4993.678223
	Iteration 35Q: 3 clusters Score -2365242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -2365240.750000 Penalty: 4993.678223
	Iteration 36Q: 3 clusters Score -2365241 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 12139 members 
Entering Unmasked Estep 
Score: -2365245.000000 Penalty: 4993.678223
	Iteration 37Q: 3 clusters Score -2365245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11449 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -2365250.500000 Penalty: 4993.678223
	Iteration 38Q: 3 clusters Score -2365250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2365254.750000 Penalty: 4993.678223
	Iteration 39Q: 3 clusters Score -2365255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2365253.000000 Penalty: 4993.678223
	Iteration 40F: 3 clusters Score -2365253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 12087 members 
Entering Unmasked Estep 
Score: -2365254.750000 Penalty: 4993.678223
	Iteration 41Q: 3 clusters Score -2365255 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11508 members 
Mstep: Class 2 contains 12066 members 
Entering Unmasked Estep 
Score: -2365266.000000 Penalty: 4993.678223
	Iteration 42Q: 3 clusters Score -2365266 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2365272.250000 Penalty: 4993.678223
	Iteration 43Q: 3 clusters Score -2365272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2365275.250000 Penalty: 4993.678223
	Iteration 44Q: 3 clusters Score -2365275 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2365270.750000 Penalty: 4993.678223
	Iteration 45Q: 3 clusters Score -2365271 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -2365277.000000 Penalty: 4993.678223
	Iteration 46Q: 3 clusters Score -2365277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2365273.000000 Penalty: 4993.678223
	Iteration 47Q: 3 clusters Score -2365273 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2365273.000000 Penalty: 4993.678223
	Iteration 48Q: 3 clusters Score -2365273 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2365279.000000 Penalty: 4993.678223
	Iteration 49Q: 3 clusters Score -2365279 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -2365278.000000 Penalty: 4993.678223
	Iteration 50Q: 3 clusters Score -2365278 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -2365281.250000 Penalty: 4993.678223
	Iteration 51Q: 3 clusters Score -2365281 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -2365282.500000 Penalty: 4993.678223
	Iteration 52Q: 3 clusters Score -2365282 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11729 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -2365281.250000 Penalty: 4993.678223
	Iteration 53Q: 3 clusters Score -2365281 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -2365280.750000 Penalty: 4993.678223
	Iteration 54Q: 3 clusters Score -2365281 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2365282.000000 Penalty: 4993.678223
	Iteration 55Q: 3 clusters Score -2365282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2365291.500000 Penalty: 4993.678223
	Iteration 56Q: 3 clusters Score -2365292 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2365293.750000 Penalty: 4993.678223
	Iteration 57Q: 3 clusters Score -2365294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11845 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2365292.500000 Penalty: 4993.678223
	Iteration 58Q: 3 clusters Score -2365292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -2365297.250000 Penalty: 4993.678223
	Iteration 59Q: 3 clusters Score -2365297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -2365301.500000 Penalty: 4993.678223
	Iteration 60F: 3 clusters Score -2365302 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2365305.750000 Penalty: 4993.678223
	Iteration 61Q: 3 clusters Score -2365306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2365316.250000 Penalty: 4993.678223
	Iteration 62Q: 3 clusters Score -2365316 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -2365329.250000 Penalty: 4993.678223
	Iteration 63Q: 3 clusters Score -2365329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2365333.000000 Penalty: 4993.678223
	Iteration 64Q: 3 clusters Score -2365333 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2365333.500000 Penalty: 4993.678223
	Iteration 65Q: 3 clusters Score -2365334 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2365337.500000 Penalty: 4993.678223
	Iteration 66Q: 3 clusters Score -2365338 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -2365344.500000 Penalty: 4993.678223
	Iteration 67Q: 3 clusters Score -2365344 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2365346.500000 Penalty: 4993.678223
	Iteration 68Q: 3 clusters Score -2365346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2365349.500000 Penalty: 4993.678223
	Iteration 69Q: 3 clusters Score -2365350 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -2365356.000000 Penalty: 4993.678223
	Iteration 70Q: 3 clusters Score -2365356 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12406 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -2365358.250000 Penalty: 4993.678223
	Iteration 71Q: 3 clusters Score -2365358 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -2365372.750000 Penalty: 4993.678223
	Iteration 72Q: 3 clusters Score -2365373 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2365372.250000 Penalty: 4993.678223
	Iteration 73Q: 3 clusters Score -2365372 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2365373.000000 Penalty: 4993.678223
	Iteration 74Q: 3 clusters Score -2365373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2365374.500000 Penalty: 4993.678223
	Iteration 75Q: 3 clusters Score -2365374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -2365374.750000 Penalty: 4993.678223
	Iteration 76Q: 3 clusters Score -2365375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2365371.750000 Penalty: 4993.678223
	Iteration 77Q: 3 clusters Score -2365372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2365371.250000 Penalty: 4993.678223
	Iteration 78Q: 3 clusters Score -2365371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2365368.250000 Penalty: 4993.678223
	Iteration 79Q: 3 clusters Score -2365368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -2365373.250000 Penalty: 4993.678223
	Iteration 80F: 3 clusters Score -2365373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2365375.000000 Penalty: 4993.678223
	Iteration 81Q: 3 clusters Score -2365375 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2365377.500000 Penalty: 4993.678223
	Iteration 82Q: 3 clusters Score -2365378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -2365382.500000 Penalty: 4993.678223
	Iteration 83Q: 3 clusters Score -2365382 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -2365386.000000 Penalty: 4993.678223
	Iteration 84Q: 3 clusters Score -2365386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12700 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -2365382.750000 Penalty: 4993.678223
	Iteration 85Q: 3 clusters Score -2365383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -2365383.750000 Penalty: 4993.678223
	Iteration 86Q: 3 clusters Score -2365384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2365380.250000 Penalty: 4993.678223
	Iteration 87Q: 3 clusters Score -2365380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2365380.750000 Penalty: 4993.678223
	Iteration 88Q: 3 clusters Score -2365381 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2365380.750000 Penalty: 4993.678223
	Iteration 89Q: 3 clusters Score -2365381 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2365387.750000 Penalty: 4993.678223
	Iteration 90Q: 3 clusters Score -2365388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2365386.250000 Penalty: 4993.678223
	Iteration 91Q: 3 clusters Score -2365386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12811 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -2365391.250000 Penalty: 4993.678223
	Iteration 92Q: 3 clusters Score -2365391 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -2365391.250000 Penalty: 4993.678223
	Iteration 93Q: 3 clusters Score -2365391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -2365396.500000 Penalty: 4993.678223
	Iteration 94Q: 3 clusters Score -2365396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2365386.000000 Penalty: 4993.678223
	Iteration 95Q: 3 clusters Score -2365386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 10691 members 
Entering Unmasked Estep 
Score: -2365392.000000 Penalty: 4993.678223
	Iteration 96Q: 3 clusters Score -2365392 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2365395.500000 Penalty: 4993.678223
	Iteration 97Q: 3 clusters Score -2365396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2365394.000000 Penalty: 4993.678223
	Iteration 98Q: 3 clusters Score -2365394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2365394.750000 Penalty: 4993.678223
	Iteration 99Q: 3 clusters Score -2365395 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2365398.750000 Penalty: 4993.678223
	Iteration 100F: 3 clusters Score -2365399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -2365402.500000 Penalty: 4993.678223
	Iteration 101Q: 3 clusters Score -2365402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2365406.250000 Penalty: 4993.678223
	Iteration 102Q: 3 clusters Score -2365406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -2365401.750000 Penalty: 4993.678223
	Iteration 103Q: 3 clusters Score -2365402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2365408.250000 Penalty: 4993.678223
	Iteration 104Q: 3 clusters Score -2365408 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -2365414.500000 Penalty: 4993.678223
	Iteration 105Q: 3 clusters Score -2365414 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2365424.750000 Penalty: 4993.678223
	Iteration 106Q: 3 clusters Score -2365425 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -2365427.500000 Penalty: 4993.678223
	Iteration 107Q: 3 clusters Score -2365428 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2365429.000000 Penalty: 4993.678223
	Iteration 108Q: 3 clusters Score -2365429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2365433.500000 Penalty: 4993.678223
	Iteration 109Q: 3 clusters Score -2365434 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2365433.750000 Penalty: 4993.678223
	Iteration 110Q: 3 clusters Score -2365434 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2365439.500000 Penalty: 4993.678223
	Iteration 111Q: 3 clusters Score -2365440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2365439.750000 Penalty: 4993.678223
	Iteration 112Q: 3 clusters Score -2365440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2365445.500000 Penalty: 4993.678223
	Iteration 113Q: 3 clusters Score -2365446 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -2365453.500000 Penalty: 4993.678223
	Iteration 114Q: 3 clusters Score -2365454 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -2365456.000000 Penalty: 4993.678223
	Iteration 115Q: 3 clusters Score -2365456 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2365459.500000 Penalty: 4993.678223
	Iteration 116Q: 3 clusters Score -2365460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -2365463.750000 Penalty: 4993.678223
	Iteration 117Q: 3 clusters Score -2365464 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -2365464.250000 Penalty: 4993.678223
	Iteration 118Q: 3 clusters Score -2365464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2365478.250000 Penalty: 4993.678223
	Iteration 119Q: 3 clusters Score -2365478 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2365483.750000 Penalty: 4993.678223
	Iteration 120F: 3 clusters Score -2365484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13819 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2365494.750000 Penalty: 4993.678223
	Iteration 121Q: 3 clusters Score -2365495 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2365502.750000 Penalty: 4993.678223
	Iteration 122Q: 3 clusters Score -2365503 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13961 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -2365505.250000 Penalty: 4993.678223
	Iteration 123Q: 3 clusters Score -2365505 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2365513.500000 Penalty: 4993.678223
	Iteration 124Q: 3 clusters Score -2365514 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14110 members 
Mstep: Class 2 contains 9464 members 
Entering Unmasked Estep 
Score: -2365533.000000 Penalty: 4993.678223
	Iteration 125Q: 3 clusters Score -2365533 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2365543.750000 Penalty: 4993.678223
	Iteration 126Q: 3 clusters Score -2365544 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -2365562.000000 Penalty: 4993.678223
	Iteration 127Q: 3 clusters Score -2365562 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -2365579.000000 Penalty: 4993.678223
	Iteration 128Q: 3 clusters Score -2365579 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14408 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2365572.750000 Penalty: 4993.678223
	Iteration 129Q: 3 clusters Score -2365573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14471 members 
Mstep: Class 2 contains 9103 members 
Entering Unmasked Estep 
Score: -2365577.000000 Penalty: 4993.678223
	Iteration 130Q: 3 clusters Score -2365577 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14531 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -2365588.250000 Penalty: 4993.678223
	Iteration 131Q: 3 clusters Score -2365588 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2365592.500000 Penalty: 4993.678223
	Iteration 132Q: 3 clusters Score -2365592 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2365595.500000 Penalty: 4993.678223
	Iteration 133Q: 3 clusters Score -2365596 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -2365615.000000 Penalty: 4993.678223
	Iteration 134Q: 3 clusters Score -2365615 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2365627.500000 Penalty: 4993.678223
	Iteration 135Q: 3 clusters Score -2365628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2365635.750000 Penalty: 4993.678223
	Iteration 136Q: 3 clusters Score -2365636 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -2365644.000000 Penalty: 4993.678223
	Iteration 137Q: 3 clusters Score -2365644 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15047 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -2365669.250000 Penalty: 4993.678223
	Iteration 138Q: 3 clusters Score -2365669 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 8437 members 
Entering Unmasked Estep 
Score: -2365684.500000 Penalty: 4993.678223
	Iteration 139Q: 3 clusters Score -2365684 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -2365686.750000 Penalty: 4993.678223
	Iteration 140F: 3 clusters Score -2365687 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -2365706.500000 Penalty: 4993.678223
	Iteration 141Q: 3 clusters Score -2365706 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2365704.750000 Penalty: 4993.678223
	Iteration 142Q: 3 clusters Score -2365705 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -2365716.250000 Penalty: 4993.678223
	Iteration 143Q: 3 clusters Score -2365716 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2365722.500000 Penalty: 4993.678223
	Iteration 144Q: 3 clusters Score -2365722 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2365731.750000 Penalty: 4993.678223
	Iteration 145Q: 3 clusters Score -2365732 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15618 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -2365741.500000 Penalty: 4993.678223
	Iteration 146Q: 3 clusters Score -2365742 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2365747.500000 Penalty: 4993.678223
	Iteration 147Q: 3 clusters Score -2365748 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2365759.250000 Penalty: 4993.678223
	Iteration 148Q: 3 clusters Score -2365759 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2365771.000000 Penalty: 4993.678223
	Iteration 149Q: 3 clusters Score -2365771 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15930 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2365774.500000 Penalty: 4993.678223
	Iteration 150Q: 3 clusters Score -2365774 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -2365780.000000 Penalty: 4993.678223
	Iteration 151Q: 3 clusters Score -2365780 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16048 members 
Mstep: Class 2 contains 7526 members 
Entering Unmasked Estep 
Score: -2365785.500000 Penalty: 4993.678223
	Iteration 152Q: 3 clusters Score -2365786 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -2365783.500000 Penalty: 4993.678223
	Iteration 153Q: 3 clusters Score -2365784 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2365800.750000 Penalty: 4993.678223
	Iteration 154Q: 3 clusters Score -2365801 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2365803.000000 Penalty: 4993.678223
	Iteration 155Q: 3 clusters Score -2365803 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -2365818.000000 Penalty: 4993.678223
	Iteration 156Q: 3 clusters Score -2365818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16311 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -2365815.000000 Penalty: 4993.678223
	Iteration 157Q: 3 clusters Score -2365815 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2365829.750000 Penalty: 4993.678223
	Iteration 158Q: 3 clusters Score -2365830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -2365832.000000 Penalty: 4993.678223
	Iteration 159Q: 3 clusters Score -2365832 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -2365828.750000 Penalty: 4993.678223
	Iteration 160F: 3 clusters Score -2365829 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -2365832.500000 Penalty: 4993.678223
	Iteration 161Q: 3 clusters Score -2365832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2365842.500000 Penalty: 4993.678223
	Iteration 162Q: 3 clusters Score -2365842 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -2365844.750000 Penalty: 4993.678223
	Iteration 163Q: 3 clusters Score -2365845 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2365852.000000 Penalty: 4993.678223
	Iteration 164Q: 3 clusters Score -2365852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16645 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -2365860.250000 Penalty: 4993.678223
	Iteration 165Q: 3 clusters Score -2365860 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2365871.250000 Penalty: 4993.678223
	Iteration 166Q: 3 clusters Score -2365871 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -2365872.500000 Penalty: 4993.678223
	Iteration 167Q: 3 clusters Score -2365872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2365880.250000 Penalty: 4993.678223
	Iteration 168Q: 3 clusters Score -2365880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16800 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -2365878.500000 Penalty: 4993.678223
	Iteration 169Q: 3 clusters Score -2365878 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -2365884.500000 Penalty: 4993.678223
	Iteration 170Q: 3 clusters Score -2365884 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -2365882.000000 Penalty: 4993.678223
	Iteration 171Q: 3 clusters Score -2365882 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -2365883.000000 Penalty: 4993.678223
	Iteration 172Q: 3 clusters Score -2365883 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2365886.500000 Penalty: 4993.678223
	Iteration 173Q: 3 clusters Score -2365886 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16963 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -2365889.750000 Penalty: 4993.678223
	Iteration 174Q: 3 clusters Score -2365890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2365887.750000 Penalty: 4993.678223
	Iteration 175Q: 3 clusters Score -2365888 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17006 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -2365887.500000 Penalty: 4993.678223
	Iteration 176Q: 3 clusters Score -2365888 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17025 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -2365897.000000 Penalty: 4993.678223
	Iteration 177Q: 3 clusters Score -2365897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -2365887.500000 Penalty: 4993.678223
	Iteration 178Q: 3 clusters Score -2365888 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2365892.750000 Penalty: 4993.678223
	Iteration 179Q: 3 clusters Score -2365893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2365901.000000 Penalty: 4993.678223
	Iteration 180F: 3 clusters Score -2365901 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -2365902.250000 Penalty: 4993.678223
	Iteration 181Q: 3 clusters Score -2365902 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2365907.750000 Penalty: 4993.678223
	Iteration 182Q: 3 clusters Score -2365908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17190 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -2365908.500000 Penalty: 4993.678223
	Iteration 183Q: 3 clusters Score -2365908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2365915.250000 Penalty: 4993.678223
	Iteration 184Q: 3 clusters Score -2365915 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -2365916.000000 Penalty: 4993.678223
	Iteration 185Q: 3 clusters Score -2365916 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -2365915.500000 Penalty: 4993.678223
	Iteration 186Q: 3 clusters Score -2365916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2365915.500000 Penalty: 4993.678223
	Iteration 187Q: 3 clusters Score -2365916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2365915.750000 Penalty: 4993.678223
	Iteration 188Q: 3 clusters Score -2365916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2365924.000000 Penalty: 4993.678223
	Iteration 189Q: 3 clusters Score -2365924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -2365920.500000 Penalty: 4993.678223
	Iteration 190Q: 3 clusters Score -2365920 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2365923.250000 Penalty: 4993.678223
	Iteration 191Q: 3 clusters Score -2365923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
Score: -2365923.500000 Penalty: 4993.678223
	Iteration 192Q: 3 clusters Score -2365924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -2365924.750000 Penalty: 4993.678223
	Iteration 193Q: 3 clusters Score -2365925 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -2365924.250000 Penalty: 4993.678223
	Iteration 194Q: 3 clusters Score -2365924 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2365922.250000 Penalty: 4993.678223
	Iteration 195Q: 3 clusters Score -2365922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2365924.250000 Penalty: 4993.678223
	Iteration 196Q: 3 clusters Score -2365924 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2365924.500000 Penalty: 4993.678223
	Iteration 197Q: 3 clusters Score -2365924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -2365924.250000 Penalty: 4993.678223
	Iteration 198Q: 3 clusters Score -2365924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -2365924.500000 Penalty: 4993.678223
	Iteration 199Q: 3 clusters Score -2365924 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2365927.000000 Penalty: 4993.678223
	Iteration 200F: 3 clusters Score -2365927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -2365925.750000 Penalty: 4993.678223
	Iteration 201Q: 3 clusters Score -2365926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2365925.250000 Penalty: 4993.678223
	Iteration 202Q: 3 clusters Score -2365925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2365925.250000 Penalty: 4993.678223
	Iteration 203F: 3 clusters Score -2365925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Entering Unmasked Estep 
Score: -263748.968750 Penalty: 1915.881836
	Iteration 0F: 2 clusters Score -263749 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 1115 members 
Entering Unmasked Estep 
Score: -260954.187500 Penalty: 3831.763672
	Iteration 0F: 3 clusters Score -260954.2 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -261468.687500 Penalty: 3831.763672
	Iteration 1F: 3 clusters Score -261468.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -261593.500000 Penalty: 3831.763672
	Iteration 2F: 3 clusters Score -261593.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -261671.812500 Penalty: 3831.763672
	Iteration 3Q: 3 clusters Score -261671.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -261732.203125 Penalty: 3831.763672
	Iteration 4Q: 3 clusters Score -261732.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -261771.296875 Penalty: 3831.763672
	Iteration 5Q: 3 clusters Score -261771.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -261791.984375 Penalty: 3831.763672
	Iteration 6Q: 3 clusters Score -261792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -261800.265625 Penalty: 3831.763672
	Iteration 7Q: 3 clusters Score -261800.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -261810.109375 Penalty: 3831.763672
	Iteration 8Q: 3 clusters Score -261810.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -261819.171875 Penalty: 3831.763672
	Iteration 9Q: 3 clusters Score -261819.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -261828.406250 Penalty: 3831.763672
	Iteration 10Q: 3 clusters Score -261828.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -261836.921875 Penalty: 3831.763672
	Iteration 11Q: 3 clusters Score -261836.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -261846.484375 Penalty: 3831.763672
	Iteration 12Q: 3 clusters Score -261846.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -261856.703125 Penalty: 3831.763672
	Iteration 13Q: 3 clusters Score -261856.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -261859.218750 Penalty: 3831.763672
	Iteration 14Q: 3 clusters Score -261859.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -261864.234375 Penalty: 3831.763672
	Iteration 15Q: 3 clusters Score -261864.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -261868.062500 Penalty: 3831.763672
	Iteration 16Q: 3 clusters Score -261868.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -261873.687500 Penalty: 3831.763672
	Iteration 17Q: 3 clusters Score -261873.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -261878.265625 Penalty: 3831.763672
	Iteration 18Q: 3 clusters Score -261878.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -261884.031250 Penalty: 3831.763672
	Iteration 19Q: 3 clusters Score -261884 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -261893.203125 Penalty: 3831.763672
	Iteration 20F: 3 clusters Score -261893.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -261900.593750 Penalty: 3831.763672
	Iteration 21Q: 3 clusters Score -261900.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -261907.781250 Penalty: 3831.763672
	Iteration 22Q: 3 clusters Score -261907.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -261913.609375 Penalty: 3831.763672
	Iteration 23Q: 3 clusters Score -261913.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -261916.343750 Penalty: 3831.763672
	Iteration 24Q: 3 clusters Score -261916.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -261918.140625 Penalty: 3831.763672
	Iteration 25Q: 3 clusters Score -261918.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -261919.062500 Penalty: 3831.763672
	Iteration 26Q: 3 clusters Score -261919.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -261919.890625 Penalty: 3831.763672
	Iteration 27Q: 3 clusters Score -261919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -261919.890625 Penalty: 3831.763672
	Iteration 28F: 3 clusters Score -261919.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 1224 members 
Mstep: Class 3 contains 21708 members 
Mstep: Class 4 contains 222097 members 
Mstep: Class 5 contains 174490 members 
Mstep: Class 6 contains 235835 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 9148 members 
Mstep: Class 10 contains 30499 members 
Mstep: Class 11 contains 35944 members 
Mstep: Class 12 contains 48161 members 
Mstep: Class 13 contains 2234 members 
Mstep: Class 14 contains 76573 members 
Mstep: Class 15 contains 19512 members 
Mstep: Class 16 contains 11346 members 
Mstep: Class 17 contains 8994 members 
Mstep: Class 18 contains 116009 members 
Mstep: Class 19 contains 65736 members 
Mstep: Class 20 contains 14340 members 
Mstep: Class 21 contains 409 members 
Mstep: Class 22 contains 276814 members 
Mstep: Class 23 contains 23574 members 
Mstep: Class 24 contains 2265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 27. Lose 3414.495361 but Gain 3512.976562
Score: -161408208.000000 Penalty: 91337.375000
Iteration 79Q: 27 clusters Score -1.614082e+08 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1246 members 
Mstep: Class 3 contains 21947 members 
Mstep: Class 4 contains 222109 members 
Mstep: Class 5 contains 174473 members 
Mstep: Class 6 contains 235284 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 2613 members 
Mstep: Class 9 contains 9246 members 
Mstep: Class 10 contains 30972 members 
Mstep: Class 11 contains 35986 members 
Mstep: Class 12 contains 48686 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 76622 members 
Mstep: Class 15 contains 19540 members 
Mstep: Class 16 contains 11369 members 
Mstep: Class 17 contains 9036 members 
Mstep: Class 18 contains 117872 members 
Mstep: Class 19 contains 66007 members 
Mstep: Class 20 contains 13692 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 274887 members 
Mstep: Class 23 contains 23686 members 
Mstep: Class 24 contains 2264 members 
Mstep: Class 25 contains 514 members 
Mstep: Class 26 contains 3567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161409904.000000 Penalty: 91337.375000
Iteration 80F: 27 clusters Score -1.614099e+08 nChanged 8856
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 21939 members 
Mstep: Class 4 contains 221738 members 
Mstep: Class 5 contains 174417 members 
Mstep: Class 6 contains 234780 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 9204 members 
Mstep: Class 10 contains 31713 members 
Mstep: Class 11 contains 35901 members 
Mstep: Class 12 contains 49161 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76601 members 
Mstep: Class 15 contains 19565 members 
Mstep: Class 16 contains 11375 members 
Mstep: Class 17 contains 9023 members 
Mstep: Class 18 contains 119658 members 
Mstep: Class 19 contains 66228 members 
Mstep: Class 20 contains 13361 members 
Mstep: Class 21 contains 509 members 
Mstep: Class 22 contains 272519 members 
Mstep: Class 23 contains 23730 members 
Mstep: Class 24 contains 2261 members 
Mstep: Class 25 contains 516 members 
Mstep: Class 26 contains 4173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161411040.000000 Penalty: 91337.375000
Iteration 81Q: 27 clusters Score -1.61411e+08 nChanged 8031
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 21932 members 
Mstep: Class 4 contains 221451 members 
Mstep: Class 5 contains 174400 members 
Mstep: Class 6 contains 234360 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 2560 members 
Mstep: Class 9 contains 9186 members 
Mstep: Class 10 contains 32375 members 
Mstep: Class 11 contains 35838 members 
Mstep: Class 12 contains 49580 members 
Mstep: Class 13 contains 2243 members 
Mstep: Class 14 contains 76606 members 
Mstep: Class 15 contains 19569 members 
Mstep: Class 16 contains 11376 members 
Mstep: Class 17 contains 9008 members 
Mstep: Class 18 contains 121545 members 
Mstep: Class 19 contains 66387 members 
Mstep: Class 20 contains 13186 members 
Mstep: Class 21 contains 535 members 
Mstep: Class 22 contains 270087 members 
Mstep: Class 23 contains 23771 members 
Mstep: Class 24 contains 2257 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 4511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161411616.000000 Penalty: 91337.375000
Iteration 82Q: 27 clusters Score -1.614116e+08 nChanged 7650
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 21897 members 
Mstep: Class 4 contains 221265 members 
Mstep: Class 5 contains 174257 members 
Mstep: Class 6 contains 234036 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 2543 members 
Mstep: Class 9 contains 9192 members 
Mstep: Class 10 contains 33034 members 
Mstep: Class 11 contains 35782 members 
Mstep: Class 12 contains 49992 members 
Mstep: Class 13 contains 2243 members 
Mstep: Class 14 contains 76608 members 
Mstep: Class 15 contains 19585 members 
Mstep: Class 16 contains 11378 members 
Mstep: Class 17 contains 8992 members 
Mstep: Class 18 contains 123537 members 
Mstep: Class 19 contains 66484 members 
Mstep: Class 20 contains 13070 members 
Mstep: Class 21 contains 557 members 
Mstep: Class 22 contains 267586 members 
Mstep: Class 23 contains 23803 members 
Mstep: Class 24 contains 2254 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 4749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161412384.000000 Penalty: 91337.375000
Iteration 83Q: 27 clusters Score -1.614124e+08 nChanged 7414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 21850 members 
Mstep: Class 4 contains 221153 members 
Mstep: Class 5 contains 174131 members 
Mstep: Class 6 contains 233735 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 2523 members 
Mstep: Class 9 contains 9205 members 
Mstep: Class 10 contains 33611 members 
Mstep: Class 11 contains 35725 members 
Mstep: Class 12 contains 50402 members 
Mstep: Class 13 contains 2243 members 
Mstep: Class 14 contains 76628 members 
Mstep: Class 15 contains 19601 members 
Mstep: Class 16 contains 11380 members 
Mstep: Class 17 contains 8973 members 
Mstep: Class 18 contains 125603 members 
Mstep: Class 19 contains 66583 members 
Mstep: Class 20 contains 12995 members 
Mstep: Class 21 contains 579 members 
Mstep: Class 22 contains 265012 members 
Mstep: Class 23 contains 23821 members 
Mstep: Class 24 contains 2254 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 4909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161412192.000000 Penalty: 91337.375000
Iteration 84Q: 27 clusters Score -1.614122e+08 nChanged 7045
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 21786 members 
Mstep: Class 4 contains 221076 members 
Mstep: Class 5 contains 173996 members 
Mstep: Class 6 contains 233529 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 2485 members 
Mstep: Class 9 contains 9193 members 
Mstep: Class 10 contains 34119 members 
Mstep: Class 11 contains 35685 members 
Mstep: Class 12 contains 50783 members 
Mstep: Class 13 contains 2243 members 
Mstep: Class 14 contains 76645 members 
Mstep: Class 15 contains 19606 members 
Mstep: Class 16 contains 11392 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 127723 members 
Mstep: Class 19 contains 66676 members 
Mstep: Class 20 contains 12935 members 
Mstep: Class 21 contains 597 members 
Mstep: Class 22 contains 262460 members 
Mstep: Class 23 contains 23840 members 
Mstep: Class 24 contains 2247 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 5035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161412912.000000 Penalty: 91337.375000
Iteration 85Q: 27 clusters Score -1.614129e+08 nChanged 7036
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 21709 members 
Mstep: Class 4 contains 221053 members 
Mstep: Class 5 contains 173897 members 
Mstep: Class 6 contains 233363 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 2472 members 
Mstep: Class 9 contains 9180 members 
Mstep: Class 10 contains 34590 members 
Mstep: Class 11 contains 35630 members 
Mstep: Class 12 contains 51136 members 
Mstep: Class 13 contains 2243 members 
Mstep: Class 14 contains 76659 members 
Mstep: Class 15 contains 19601 members 
Mstep: Class 16 contains 11398 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 129917 members 
Mstep: Class 19 contains 66769 members 
Mstep: Class 20 contains 12900 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 259761 members 
Mstep: Class 23 contains 23863 members 
Mstep: Class 24 contains 2245 members 
Mstep: Class 25 contains 518 members 
Mstep: Class 26 contains 5146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161413040.000000 Penalty: 91337.375000
Iteration 86Q: 27 clusters Score -1.61413e+08 nChanged 7018
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 21640 members 
Mstep: Class 4 contains 221086 members 
Mstep: Class 5 contains 173779 members 
Mstep: Class 6 contains 233290 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 2439 members 
Mstep: Class 9 contains 9164 members 
Mstep: Class 10 contains 35020 members 
Mstep: Class 11 contains 35591 members 
Mstep: Class 12 contains 51463 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76652 members 
Mstep: Class 15 contains 19605 members 
Mstep: Class 16 contains 11402 members 
Mstep: Class 17 contains 8936 members 
Mstep: Class 18 contains 132110 members 
Mstep: Class 19 contains 66898 members 
Mstep: Class 20 contains 12854 members 
Mstep: Class 21 contains 609 members 
Mstep: Class 22 contains 256990 members 
Mstep: Class 23 contains 23879 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161413376.000000 Penalty: 91337.375000
Iteration 87Q: 27 clusters Score -1.614134e+08 nChanged 6997
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 21582 members 
Mstep: Class 4 contains 221173 members 
Mstep: Class 5 contains 173592 members 
Mstep: Class 6 contains 233269 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 2375 members 
Mstep: Class 9 contains 9156 members 
Mstep: Class 10 contains 35394 members 
Mstep: Class 11 contains 35558 members 
Mstep: Class 12 contains 51804 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76647 members 
Mstep: Class 15 contains 19617 members 
Mstep: Class 16 contains 11410 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 134358 members 
Mstep: Class 19 contains 67037 members 
Mstep: Class 20 contains 12818 members 
Mstep: Class 21 contains 614 members 
Mstep: Class 22 contains 254153 members 
Mstep: Class 23 contains 23900 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161413584.000000 Penalty: 91337.375000
Iteration 88Q: 27 clusters Score -1.614136e+08 nChanged 6937
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 21550 members 
Mstep: Class 4 contains 221257 members 
Mstep: Class 5 contains 173408 members 
Mstep: Class 6 contains 233282 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 2340 members 
Mstep: Class 9 contains 9142 members 
Mstep: Class 10 contains 35705 members 
Mstep: Class 11 contains 35523 members 
Mstep: Class 12 contains 52128 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76637 members 
Mstep: Class 15 contains 19612 members 
Mstep: Class 16 contains 11409 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 136717 members 
Mstep: Class 19 contains 67155 members 
Mstep: Class 20 contains 12784 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 251273 members 
Mstep: Class 23 contains 23916 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161413888.000000 Penalty: 91337.375000
Iteration 89Q: 27 clusters Score -1.614139e+08 nChanged 6887
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 21505 members 
Mstep: Class 4 contains 221327 members 
Mstep: Class 5 contains 173234 members 
Mstep: Class 6 contains 233409 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 2296 members 
Mstep: Class 9 contains 9146 members 
Mstep: Class 10 contains 35991 members 
Mstep: Class 11 contains 35486 members 
Mstep: Class 12 contains 52471 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76611 members 
Mstep: Class 15 contains 19610 members 
Mstep: Class 16 contains 11411 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 139083 members 
Mstep: Class 19 contains 67259 members 
Mstep: Class 20 contains 12756 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 248339 members 
Mstep: Class 23 contains 23927 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161413552.000000 Penalty: 91337.375000
Iteration 90Q: 27 clusters Score -1.614136e+08 nChanged 6882
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 21471 members 
Mstep: Class 4 contains 221391 members 
Mstep: Class 5 contains 173199 members 
Mstep: Class 6 contains 233497 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 2264 members 
Mstep: Class 9 contains 9137 members 
Mstep: Class 10 contains 36255 members 
Mstep: Class 11 contains 35465 members 
Mstep: Class 12 contains 52803 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76582 members 
Mstep: Class 15 contains 19613 members 
Mstep: Class 16 contains 11415 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 141535 members 
Mstep: Class 19 contains 67365 members 
Mstep: Class 20 contains 12728 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 245241 members 
Mstep: Class 23 contains 23937 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161413920.000000 Penalty: 91337.375000
Iteration 91Q: 27 clusters Score -1.614139e+08 nChanged 6842
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9795 members 
Mstep: Class 2 contains 1245 members 
Mstep: Class 3 contains 21442 members 
Mstep: Class 4 contains 221443 members 
Mstep: Class 5 contains 173101 members 
Mstep: Class 6 contains 233528 members 
Mstep: Class 7 contains 3605 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 9134 members 
Mstep: Class 10 contains 36516 members 
Mstep: Class 11 contains 35450 members 
Mstep: Class 12 contains 53129 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76586 members 
Mstep: Class 15 contains 19617 members 
Mstep: Class 16 contains 11416 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 143995 members 
Mstep: Class 19 contains 67474 members 
Mstep: Class 20 contains 12705 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 242226 members 
Mstep: Class 23 contains 23948 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161413824.000000 Penalty: 91337.375000
Iteration 92Q: 27 clusters Score -1.614138e+08 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 21410 members 
Mstep: Class 4 contains 221522 members 
Mstep: Class 5 contains 173010 members 
Mstep: Class 6 contains 233513 members 
Mstep: Class 7 contains 3611 members 
Mstep: Class 8 contains 2165 members 
Mstep: Class 9 contains 9133 members 
Mstep: Class 10 contains 36751 members 
Mstep: Class 11 contains 35437 members 
Mstep: Class 12 contains 53426 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76585 members 
Mstep: Class 15 contains 19624 members 
Mstep: Class 16 contains 11416 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 146479 members 
Mstep: Class 19 contains 67560 members 
Mstep: Class 20 contains 12698 members 
Mstep: Class 21 contains 617 members 
Mstep: Class 22 contains 239268 members 
Mstep: Class 23 contains 23952 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161414416.000000 Penalty: 91337.375000
Iteration 93Q: 27 clusters Score -1.614144e+08 nChanged 6464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 21384 members 
Mstep: Class 4 contains 221565 members 
Mstep: Class 5 contains 172938 members 
Mstep: Class 6 contains 233488 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 2141 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 36964 members 
Mstep: Class 11 contains 35425 members 
Mstep: Class 12 contains 53703 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76533 members 
Mstep: Class 15 contains 19627 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 148936 members 
Mstep: Class 19 contains 67664 members 
Mstep: Class 20 contains 12690 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 236412 members 
Mstep: Class 23 contains 23960 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161414432.000000 Penalty: 91337.375000
Iteration 94Q: 27 clusters Score -1.614144e+08 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 21353 members 
Mstep: Class 4 contains 221476 members 
Mstep: Class 5 contains 172963 members 
Mstep: Class 6 contains 233491 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 2120 members 
Mstep: Class 9 contains 9121 members 
Mstep: Class 10 contains 37165 members 
Mstep: Class 11 contains 35412 members 
Mstep: Class 12 contains 53990 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76474 members 
Mstep: Class 15 contains 19631 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 151549 members 
Mstep: Class 19 contains 67770 members 
Mstep: Class 20 contains 12674 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 233434 members 
Mstep: Class 23 contains 23964 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161413952.000000 Penalty: 91337.375000
Iteration 95Q: 27 clusters Score -1.61414e+08 nChanged 6815
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 21334 members 
Mstep: Class 4 contains 221263 members 
Mstep: Class 5 contains 172969 members 
Mstep: Class 6 contains 233506 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 2101 members 
Mstep: Class 9 contains 9122 members 
Mstep: Class 10 contains 37329 members 
Mstep: Class 11 contains 35408 members 
Mstep: Class 12 contains 54248 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76436 members 
Mstep: Class 15 contains 19629 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 17 contains 8946 members 
Mstep: Class 18 contains 154434 members 
Mstep: Class 19 contains 67861 members 
Mstep: Class 20 contains 12666 members 
Mstep: Class 21 contains 620 members 
Mstep: Class 22 contains 230358 members 
Mstep: Class 23 contains 23968 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161414432.000000 Penalty: 91337.375000
Iteration 96Q: 27 clusters Score -1.614144e+08 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 21314 members 
Mstep: Class 4 contains 220946 members 
Mstep: Class 5 contains 172951 members 
Mstep: Class 6 contains 233412 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 2089 members 
Mstep: Class 9 contains 9124 members 
Mstep: Class 10 contains 37488 members 
Mstep: Class 11 contains 35401 members 
Mstep: Class 12 contains 54523 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76413 members 
Mstep: Class 15 contains 19631 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 157477 members 
Mstep: Class 19 contains 67953 members 
Mstep: Class 20 contains 12659 members 
Mstep: Class 21 contains 619 members 
Mstep: Class 22 contains 227338 members 
Mstep: Class 23 contains 23969 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161415248.000000 Penalty: 91337.375000
Iteration 97Q: 27 clusters Score -1.614152e+08 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 21293 members 
Mstep: Class 4 contains 220488 members 
Mstep: Class 5 contains 172981 members 
Mstep: Class 6 contains 233182 members 
Mstep: Class 7 contains 3618 members 
Mstep: Class 8 contains 2076 members 
Mstep: Class 9 contains 9123 members 
Mstep: Class 10 contains 37632 members 
Mstep: Class 11 contains 35397 members 
Mstep: Class 12 contains 54769 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76395 members 
Mstep: Class 15 contains 19639 members 
Mstep: Class 16 contains 11420 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 160746 members 
Mstep: Class 19 contains 68019 members 
Mstep: Class 20 contains 12649 members 
Mstep: Class 21 contains 616 members 
Mstep: Class 22 contains 224381 members 
Mstep: Class 23 contains 23964 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161416240.000000 Penalty: 91337.375000
Iteration 98Q: 27 clusters Score -1.614162e+08 nChanged 7001
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 21269 members 
Mstep: Class 4 contains 219884 members 
Mstep: Class 5 contains 172942 members 
Mstep: Class 6 contains 232976 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 2053 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 37767 members 
Mstep: Class 11 contains 35397 members 
Mstep: Class 12 contains 54982 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76360 members 
Mstep: Class 15 contains 19643 members 
Mstep: Class 16 contains 11421 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 164130 members 
Mstep: Class 19 contains 68077 members 
Mstep: Class 20 contains 12635 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 221557 members 
Mstep: Class 23 contains 23972 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161417248.000000 Penalty: 91337.375000
Iteration 99Q: 27 clusters Score -1.614172e+08 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 1244 members 
Mstep: Class 3 contains 21225 members 
Mstep: Class 4 contains 219154 members 
Mstep: Class 5 contains 172843 members 
Mstep: Class 6 contains 232770 members 
Mstep: Class 7 contains 3623 members 
Mstep: Class 8 contains 2034 members 
Mstep: Class 9 contains 9122 members 
Mstep: Class 10 contains 37872 members 
Mstep: Class 11 contains 35404 members 
Mstep: Class 12 contains 55165 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76326 members 
Mstep: Class 15 contains 19643 members 
Mstep: Class 16 contains 11421 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 167796 members 
Mstep: Class 19 contains 68134 members 
Mstep: Class 20 contains 12624 members 
Mstep: Class 21 contains 615 members 
Mstep: Class 22 contains 218728 members 
Mstep: Class 23 contains 23973 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161418784.000000 Penalty: 91337.375000
Iteration 100F: 27 clusters Score -1.614188e+08 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 21182 members 
Mstep: Class 4 contains 218350 members 
Mstep: Class 5 contains 172683 members 
Mstep: Class 6 contains 232492 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 2134 members 
Mstep: Class 9 contains 9090 members 
Mstep: Class 10 contains 37945 members 
Mstep: Class 11 contains 35407 members 
Mstep: Class 12 contains 55310 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76259 members 
Mstep: Class 15 contains 19625 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 8953 members 
Mstep: Class 18 contains 171547 members 
Mstep: Class 19 contains 68203 members 
Mstep: Class 20 contains 12616 members 
Mstep: Class 21 contains 624 members 
Mstep: Class 22 contains 216044 members 
Mstep: Class 23 contains 23965 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161419792.000000 Penalty: 91337.375000
Iteration 101Q: 27 clusters Score -1.614198e+08 nChanged 7863
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 1233 members 
Mstep: Class 3 contains 21162 members 
Mstep: Class 4 contains 217381 members 
Mstep: Class 5 contains 172598 members 
Mstep: Class 6 contains 232275 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 2166 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 37995 members 
Mstep: Class 11 contains 35398 members 
Mstep: Class 12 contains 55443 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76184 members 
Mstep: Class 15 contains 19618 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 8967 members 
Mstep: Class 18 contains 175360 members 
Mstep: Class 19 contains 68213 members 
Mstep: Class 20 contains 12604 members 
Mstep: Class 21 contains 628 members 
Mstep: Class 22 contains 213451 members 
Mstep: Class 23 contains 23968 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421344.000000 Penalty: 91337.375000
Iteration 102Q: 27 clusters Score -1.614213e+08 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 1231 members 
Mstep: Class 3 contains 21113 members 
Mstep: Class 4 contains 216379 members 
Mstep: Class 5 contains 172419 members 
Mstep: Class 6 contains 232064 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2185 members 
Mstep: Class 9 contains 9043 members 
Mstep: Class 10 contains 38044 members 
Mstep: Class 11 contains 35394 members 
Mstep: Class 12 contains 55536 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76146 members 
Mstep: Class 15 contains 19603 members 
Mstep: Class 16 contains 11417 members 
Mstep: Class 17 contains 8975 members 
Mstep: Class 18 contains 179154 members 
Mstep: Class 19 contains 68219 members 
Mstep: Class 20 contains 12595 members 
Mstep: Class 21 contains 637 members 
Mstep: Class 22 contains 211057 members 
Mstep: Class 23 contains 23966 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 519 members 
Mstep: Class 26 contains 5801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422192.000000 Penalty: 91337.375000
Iteration 103Q: 27 clusters Score -1.614222e+08 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 21063 members 
Mstep: Class 4 contains 215337 members 
Mstep: Class 5 contains 172176 members 
Mstep: Class 6 contains 231696 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2246 members 
Mstep: Class 9 contains 9013 members 
Mstep: Class 10 contains 38098 members 
Mstep: Class 11 contains 35382 members 
Mstep: Class 12 contains 55614 members 
Mstep: Class 13 contains 2244 members 
Mstep: Class 14 contains 76167 members 
Mstep: Class 15 contains 19607 members 
Mstep: Class 16 contains 11418 members 
Mstep: Class 17 contains 8978 members 
Mstep: Class 18 contains 182934 members 
Mstep: Class 19 contains 68226 members 
Mstep: Class 20 contains 12585 members 
Mstep: Class 21 contains 621 members 
Mstep: Class 22 contains 208875 members 
Mstep: Class 23 contains 23957 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 520 members 
Mstep: Class 26 contains 5825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423904.000000 Penalty: 91337.375000
Iteration 104Q: 27 clusters Score -1.614239e+08 nChanged 8301
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 21018 members 
Mstep: Class 4 contains 214205 members 
Mstep: Class 5 contains 172024 members 
Mstep: Class 6 contains 231332 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 2254 members 
Mstep: Class 9 contains 9002 members 
Mstep: Class 10 contains 38147 members 
Mstep: Class 11 contains 35392 members 
Mstep: Class 12 contains 55688 members 
Mstep: Class 13 contains 2242 members 
Mstep: Class 14 contains 76170 members 
Mstep: Class 15 contains 19598 members 
Mstep: Class 16 contains 11421 members 
Mstep: Class 17 contains 8978 members 
Mstep: Class 18 contains 186547 members 
Mstep: Class 19 contains 68234 members 
Mstep: Class 20 contains 12574 members 
Mstep: Class 21 contains 605 members 
Mstep: Class 22 contains 206901 members 
Mstep: Class 23 contains 23965 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 5844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424752.000000 Penalty: 91337.375000
Iteration 105Q: 27 clusters Score -1.614248e+08 nChanged 8092
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1234 members 
Mstep: Class 3 contains 20994 members 
Mstep: Class 4 contains 213129 members 
Mstep: Class 5 contains 171880 members 
Mstep: Class 6 contains 230928 members 
Mstep: Class 7 contains 3654 members 
Mstep: Class 8 contains 2267 members 
Mstep: Class 9 contains 8986 members 
Mstep: Class 10 contains 38156 members 
Mstep: Class 11 contains 35400 members 
Mstep: Class 12 contains 55749 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76173 members 
Mstep: Class 15 contains 19590 members 
Mstep: Class 16 contains 11426 members 
Mstep: Class 17 contains 8976 members 
Mstep: Class 18 contains 189849 members 
Mstep: Class 19 contains 68255 members 
Mstep: Class 20 contains 12566 members 
Mstep: Class 21 contains 593 members 
Mstep: Class 22 contains 205230 members 
Mstep: Class 23 contains 23975 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 5855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425088.000000 Penalty: 91337.375000
Iteration 106Q: 27 clusters Score -1.614251e+08 nChanged 7947
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1235 members 
Mstep: Class 3 contains 20939 members 
Mstep: Class 4 contains 212201 members 
Mstep: Class 5 contains 171744 members 
Mstep: Class 6 contains 230548 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 2273 members 
Mstep: Class 9 contains 8977 members 
Mstep: Class 10 contains 38157 members 
Mstep: Class 11 contains 35388 members 
Mstep: Class 12 contains 55785 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76180 members 
Mstep: Class 15 contains 19575 members 
Mstep: Class 16 contains 11430 members 
Mstep: Class 17 contains 8965 members 
Mstep: Class 18 contains 192807 members 
Mstep: Class 19 contains 68279 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 581 members 
Mstep: Class 22 contains 203803 members 
Mstep: Class 23 contains 23979 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 5879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426320.000000 Penalty: 91337.375000
Iteration 107Q: 27 clusters Score -1.614263e+08 nChanged 7755
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 20893 members 
Mstep: Class 4 contains 211354 members 
Mstep: Class 5 contains 171623 members 
Mstep: Class 6 contains 230162 members 
Mstep: Class 7 contains 3661 members 
Mstep: Class 8 contains 2260 members 
Mstep: Class 9 contains 8971 members 
Mstep: Class 10 contains 38197 members 
Mstep: Class 11 contains 35384 members 
Mstep: Class 12 contains 55842 members 
Mstep: Class 13 contains 2240 members 
Mstep: Class 14 contains 76181 members 
Mstep: Class 15 contains 19565 members 
Mstep: Class 16 contains 11433 members 
Mstep: Class 17 contains 8959 members 
Mstep: Class 18 contains 195475 members 
Mstep: Class 19 contains 68295 members 
Mstep: Class 20 contains 12558 members 
Mstep: Class 21 contains 576 members 
Mstep: Class 22 contains 202498 members 
Mstep: Class 23 contains 23977 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 5895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425920.000000 Penalty: 91337.375000
Iteration 108Q: 27 clusters Score -1.614259e+08 nChanged 7558
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 20836 members 
Mstep: Class 4 contains 210566 members 
Mstep: Class 5 contains 171498 members 
Mstep: Class 6 contains 229823 members 
Mstep: Class 7 contains 3665 members 
Mstep: Class 8 contains 2246 members 
Mstep: Class 9 contains 8966 members 
Mstep: Class 10 contains 38227 members 
Mstep: Class 11 contains 35382 members 
Mstep: Class 12 contains 55888 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76208 members 
Mstep: Class 15 contains 19559 members 
Mstep: Class 16 contains 11441 members 
Mstep: Class 17 contains 8963 members 
Mstep: Class 18 contains 197787 members 
Mstep: Class 19 contains 68324 members 
Mstep: Class 20 contains 12556 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 201426 members 
Mstep: Class 23 contains 23978 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 5914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426368.000000 Penalty: 91337.375000
Iteration 109Q: 27 clusters Score -1.614264e+08 nChanged 7230
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 20789 members 
Mstep: Class 4 contains 210001 members 
Mstep: Class 5 contains 171386 members 
Mstep: Class 6 contains 229531 members 
Mstep: Class 7 contains 3672 members 
Mstep: Class 8 contains 2231 members 
Mstep: Class 9 contains 8981 members 
Mstep: Class 10 contains 38283 members 
Mstep: Class 11 contains 35379 members 
Mstep: Class 12 contains 55935 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76244 members 
Mstep: Class 15 contains 19555 members 
Mstep: Class 16 contains 11446 members 
Mstep: Class 17 contains 8956 members 
Mstep: Class 18 contains 199582 members 
Mstep: Class 19 contains 68351 members 
Mstep: Class 20 contains 12555 members 
Mstep: Class 21 contains 574 members 
Mstep: Class 22 contains 200539 members 
Mstep: Class 23 contains 23975 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 5940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426128.000000 Penalty: 91337.375000
Iteration 110Q: 27 clusters Score -1.614261e+08 nChanged 6934
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 20754 members 
Mstep: Class 4 contains 209591 members 
Mstep: Class 5 contains 171314 members 
Mstep: Class 6 contains 229323 members 
Mstep: Class 7 contains 3672 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 38331 members 
Mstep: Class 11 contains 35382 members 
Mstep: Class 12 contains 55985 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76272 members 
Mstep: Class 15 contains 19551 members 
Mstep: Class 16 contains 11452 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 201004 members 
Mstep: Class 19 contains 68357 members 
Mstep: Class 20 contains 12551 members 
Mstep: Class 21 contains 574 members 
Mstep: Class 22 contains 199772 members 
Mstep: Class 23 contains 23974 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 5956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426832.000000 Penalty: 91337.375000
Iteration 111Q: 27 clusters Score -1.614268e+08 nChanged 6462
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 20719 members 
Mstep: Class 4 contains 209373 members 
Mstep: Class 5 contains 171276 members 
Mstep: Class 6 contains 229182 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 8984 members 
Mstep: Class 10 contains 38361 members 
Mstep: Class 11 contains 35378 members 
Mstep: Class 12 contains 56028 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76286 members 
Mstep: Class 15 contains 19545 members 
Mstep: Class 16 contains 11459 members 
Mstep: Class 17 contains 8955 members 
Mstep: Class 18 contains 201917 members 
Mstep: Class 19 contains 68364 members 
Mstep: Class 20 contains 12543 members 
Mstep: Class 21 contains 574 members 
Mstep: Class 22 contains 199250 members 
Mstep: Class 23 contains 23975 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 5971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426672.000000 Penalty: 91337.375000
Iteration 112Q: 27 clusters Score -1.614267e+08 nChanged 6062
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 20661 members 
Mstep: Class 4 contains 209332 members 
Mstep: Class 5 contains 171200 members 
Mstep: Class 6 contains 229054 members 
Mstep: Class 7 contains 3677 members 
Mstep: Class 8 contains 2209 members 
Mstep: Class 9 contains 8987 members 
Mstep: Class 10 contains 38397 members 
Mstep: Class 11 contains 35365 members 
Mstep: Class 12 contains 56050 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76287 members 
Mstep: Class 15 contains 19539 members 
Mstep: Class 16 contains 11463 members 
Mstep: Class 17 contains 8956 members 
Mstep: Class 18 contains 202440 members 
Mstep: Class 19 contains 68367 members 
Mstep: Class 20 contains 12532 members 
Mstep: Class 21 contains 574 members 
Mstep: Class 22 contains 199029 members 
Mstep: Class 23 contains 23971 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 5987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427280.000000 Penalty: 91337.375000
Iteration 113Q: 27 clusters Score -1.614273e+08 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 1241 members 
Mstep: Class 3 contains 20629 members 
Mstep: Class 4 contains 209354 members 
Mstep: Class 5 contains 171174 members 
Mstep: Class 6 contains 228972 members 
Mstep: Class 7 contains 3678 members 
Mstep: Class 8 contains 2211 members 
Mstep: Class 9 contains 8990 members 
Mstep: Class 10 contains 38427 members 
Mstep: Class 11 contains 35356 members 
Mstep: Class 12 contains 56047 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76284 members 
Mstep: Class 15 contains 19542 members 
Mstep: Class 16 contains 11466 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 202514 members 
Mstep: Class 19 contains 68390 members 
Mstep: Class 20 contains 12531 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 199065 members 
Mstep: Class 23 contains 23966 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 5999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427392.000000 Penalty: 91337.375000
Iteration 114Q: 27 clusters Score -1.614274e+08 nChanged 5140
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 1241 members 
Mstep: Class 3 contains 20583 members 
Mstep: Class 4 contains 209433 members 
Mstep: Class 5 contains 171095 members 
Mstep: Class 6 contains 228885 members 
Mstep: Class 7 contains 3680 members 
Mstep: Class 8 contains 2216 members 
Mstep: Class 9 contains 8984 members 
Mstep: Class 10 contains 38456 members 
Mstep: Class 11 contains 35350 members 
Mstep: Class 12 contains 56060 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76272 members 
Mstep: Class 15 contains 19548 members 
Mstep: Class 16 contains 11467 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 202251 members 
Mstep: Class 19 contains 68464 members 
Mstep: Class 20 contains 12532 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 199360 members 
Mstep: Class 23 contains 23976 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 6012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428064.000000 Penalty: 91337.375000
Iteration 115Q: 27 clusters Score -1.614281e+08 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 1241 members 
Mstep: Class 3 contains 20540 members 
Mstep: Class 4 contains 209627 members 
Mstep: Class 5 contains 170920 members 
Mstep: Class 6 contains 228874 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 2218 members 
Mstep: Class 9 contains 8986 members 
Mstep: Class 10 contains 38476 members 
Mstep: Class 11 contains 35347 members 
Mstep: Class 12 contains 56084 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76301 members 
Mstep: Class 15 contains 19548 members 
Mstep: Class 16 contains 11470 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 201719 members 
Mstep: Class 19 contains 68517 members 
Mstep: Class 20 contains 12532 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 199806 members 
Mstep: Class 23 contains 23983 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 6034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427888.000000 Penalty: 91337.375000
Iteration 116Q: 27 clusters Score -1.614279e+08 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 1241 members 
Mstep: Class 3 contains 20498 members 
Mstep: Class 4 contains 209851 members 
Mstep: Class 5 contains 170769 members 
Mstep: Class 6 contains 228912 members 
Mstep: Class 7 contains 3681 members 
Mstep: Class 8 contains 2218 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 38484 members 
Mstep: Class 11 contains 35344 members 
Mstep: Class 12 contains 56117 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76313 members 
Mstep: Class 15 contains 19549 members 
Mstep: Class 16 contains 11474 members 
Mstep: Class 17 contains 8945 members 
Mstep: Class 18 contains 201040 members 
Mstep: Class 19 contains 68566 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 200331 members 
Mstep: Class 23 contains 23989 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 6054 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428400.000000 Penalty: 91337.375000
Iteration 117Q: 27 clusters Score -1.614284e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 1242 members 
Mstep: Class 3 contains 20462 members 
Mstep: Class 4 contains 210061 members 
Mstep: Class 5 contains 170618 members 
Mstep: Class 6 contains 229007 members 
Mstep: Class 7 contains 3680 members 
Mstep: Class 8 contains 2217 members 
Mstep: Class 9 contains 8986 members 
Mstep: Class 10 contains 38511 members 
Mstep: Class 11 contains 35344 members 
Mstep: Class 12 contains 56137 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76326 members 
Mstep: Class 15 contains 19540 members 
Mstep: Class 16 contains 11477 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 200215 members 
Mstep: Class 19 contains 68587 members 
Mstep: Class 20 contains 12525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 200968 members 
Mstep: Class 23 contains 23989 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 6084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429136.000000 Penalty: 91337.375000
Iteration 118Q: 27 clusters Score -1.614291e+08 nChanged 3338
Entering ConstructFrom: 
Score: -161429136.000000 Penalty: 91337.375000
Entering ConstructFrom: 
Trying to split cluster 1 (8138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Entering Unmasked Estep 
Score: -905687.000000 Penalty: 2233.066406
	Iteration 0F: 2 clusters Score -905687 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -899212.000000 Penalty: 4466.132812
	Iteration 0F: 3 clusters Score -899212 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -901252.062500 Penalty: 4466.132812
	Iteration 1F: 3 clusters Score -901252.1 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -901883.437500 Penalty: 4466.132812
	Iteration 2F: 3 clusters Score -901883.4 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -902484.625000 Penalty: 4466.132812
	Iteration 3F: 3 clusters Score -902484.6 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -902966.187500 Penalty: 4466.132812
	Iteration 4F: 3 clusters Score -902966.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -903356.125000 Penalty: 4466.132812
	Iteration 5F: 3 clusters Score -903356.1 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -903629.812500 Penalty: 4466.132812
	Iteration 6F: 3 clusters Score -903629.8 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -903838.375000 Penalty: 4466.132812
	Iteration 7Q: 3 clusters Score -903838.4 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -904007.375000 Penalty: 4466.132812
	Iteration 8Q: 3 clusters Score -904007.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -904152.875000 Penalty: 4466.132812
	Iteration 9Q: 3 clusters Score -904152.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6514 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -904247.437500 Penalty: 4466.132812
	Iteration 10Q: 3 clusters Score -904247.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -904321.375000 Penalty: 4466.132812
	Iteration 11Q: 3 clusters Score -904321.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -904384.937500 Penalty: 4466.132812
	Iteration 12Q: 3 clusters Score -904384.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -904433.750000 Penalty: 4466.132812
	Iteration 13Q: 3 clusters Score -904433.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -904472.062500 Penalty: 4466.132812
	Iteration 14Q: 3 clusters Score -904472.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -904505.750000 Penalty: 4466.132812
	Iteration 15Q: 3 clusters Score -904505.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -904529.000000 Penalty: 4466.132812
	Iteration 16Q: 3 clusters Score -904529 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -904553.062500 Penalty: 4466.132812
	Iteration 17Q: 3 clusters Score -904553.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -904567.375000 Penalty: 4466.132812
	Iteration 18Q: 3 clusters Score -904567.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -904577.875000 Penalty: 4466.132812
	Iteration 19Q: 3 clusters Score -904577.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -904589.625000 Penalty: 4466.132812
	Iteration 20F: 3 clusters Score -904589.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -904602.812500 Penalty: 4466.132812
	Iteration 21Q: 3 clusters Score -904602.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -904609.312500 Penalty: 4466.132812
	Iteration 22Q: 3 clusters Score -904609.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -904612.312500 Penalty: 4466.132812
	Iteration 23Q: 3 clusters Score -904612.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -904614.562500 Penalty: 4466.132812
	Iteration 24Q: 3 clusters Score -904614.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -904616.062500 Penalty: 4466.132812
	Iteration 25Q: 3 clusters Score -904616.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -904618.687500 Penalty: 4466.132812
	Iteration 26Q: 3 clusters Score -904618.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -904622.250000 Penalty: 4466.132812
	Iteration 27Q: 3 clusters Score -904622.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -904623.375000 Penalty: 4466.132812
	Iteration 28Q: 3 clusters Score -904623.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -904626.687500 Penalty: 4466.132812
	Iteration 29Q: 3 clusters Score -904626.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -904626.625000 Penalty: 4466.132812
	Iteration 30Q: 3 clusters Score -904626.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -904627.312500 Penalty: 4466.132812
	Iteration 31Q: 3 clusters Score -904627.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -904629.437500 Penalty: 4466.132812
	Iteration 32Q: 3 clusters Score -904629.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -904630.125000 Penalty: 4466.132812
	Iteration 33Q: 3 clusters Score -904630.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -904633.062500 Penalty: 4466.132812
	Iteration 34Q: 3 clusters Score -904633.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -904634.062500 Penalty: 4466.132812
	Iteration 35Q: 3 clusters Score -904634.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -904637.750000 Penalty: 4466.132812
	Iteration 36Q: 3 clusters Score -904637.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -904638.312500 Penalty: 4466.132812
	Iteration 37Q: 3 clusters Score -904638.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -904635.062500 Penalty: 4466.132812
	Iteration 38Q: 3 clusters Score -904635.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -904637.250000 Penalty: 4466.132812
	Iteration 39Q: 3 clusters Score -904637.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -904637.437500 Penalty: 4466.132812
	Iteration 40F: 3 clusters Score -904637.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -904638.500000 Penalty: 4466.132812
	Iteration 41Q: 3 clusters Score -904638.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -904638.500000 Penalty: 4466.132812
	Iteration 42F: 3 clusters Score -904638.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -90929.429688 Penalty: 1767.070190
	Iteration 0F: 2 clusters Score -90929.43 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 609 members 
Entering Unmasked Estep 
Score: -88845.054688 Penalty: 3534.140381
	Iteration 0F: 3 clusters Score -88845.05 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -89395.695312 Penalty: 3534.140381
	Iteration 1F: 3 clusters Score -89395.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -89580.101562 Penalty: 3534.140381
	Iteration 2F: 3 clusters Score -89580.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -89755.914062 Penalty: 3534.140381
	Iteration 3F: 3 clusters Score -89755.91 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -90140.554688 Penalty: 3534.140381
	Iteration 4F: 3 clusters Score -90140.55 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -90553.679688 Penalty: 3534.140381
	Iteration 5F: 3 clusters Score -90553.68 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -90869.734375 Penalty: 3534.140381
	Iteration 6F: 3 clusters Score -90869.73 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -91126.101562 Penalty: 3534.140381
	Iteration 7F: 3 clusters Score -91126.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -91274.875000 Penalty: 3534.140381
	Iteration 8Q: 3 clusters Score -91274.88 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -91361.007812 Penalty: 3534.140381
	Iteration 9Q: 3 clusters Score -91361.01 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -91434.562500 Penalty: 3534.140381
	Iteration 10Q: 3 clusters Score -91434.56 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -91486.203125 Penalty: 3534.140381
	Iteration 11Q: 3 clusters Score -91486.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -91512.359375 Penalty: 3534.140381
	Iteration 12Q: 3 clusters Score -91512.36 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -91529.593750 Penalty: 3534.140381
	Iteration 13Q: 3 clusters Score -91529.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91537.476562 Penalty: 3534.140381
	Iteration 14Q: 3 clusters Score -91537.48 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91544.789062 Penalty: 3534.140381
	Iteration 15Q: 3 clusters Score -91544.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91547.828125 Penalty: 3534.140381
	Iteration 16Q: 3 clusters Score -91547.83 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91552.890625 Penalty: 3534.140381
	Iteration 17Q: 3 clusters Score -91552.89 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -91560.984375 Penalty: 3534.140381
	Iteration 18Q: 3 clusters Score -91560.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -91564.203125 Penalty: 3534.140381
	Iteration 19Q: 3 clusters Score -91564.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -91567.898438 Penalty: 3534.140381
	Iteration 20F: 3 clusters Score -91567.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -91571.367188 Penalty: 3534.140381
	Iteration 21Q: 3 clusters Score -91571.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -91572.453125 Penalty: 3534.140381
	Iteration 22Q: 3 clusters Score -91572.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91575.890625 Penalty: 3534.140381
	Iteration 23Q: 3 clusters Score -91575.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91575.890625 Penalty: 3534.140381
	Iteration 24F: 3 clusters Score -91575.89 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 860 members 
Mstep: Class 3 contains 20435 members 
Mstep: Class 4 contains 210257 members 
Mstep: Class 5 contains 170459 members 
Mstep: Class 6 contains 229157 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 8989 members 
Mstep: Class 10 contains 38532 members 
Mstep: Class 11 contains 35347 members 
Mstep: Class 12 contains 56165 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76334 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 16 contains 11479 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 199274 members 
Mstep: Class 19 contains 68588 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 201690 members 
Mstep: Class 23 contains 23991 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 383 members 
Entering Unmasked Estep 
Score: -161428592.000000 Penalty: 94850.351562
Splitting cluster 2 changes total score from -161429136.000000 to -161428592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (20435 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Entering Unmasked Estep 
Score: -2253426.500000 Penalty: 2461.400879
	Iteration 0F: 2 clusters Score -2253426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2239073.000000 Penalty: 4922.801758
	Iteration 0F: 3 clusters Score -2239073 nChanged 8909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2244203.000000 Penalty: 4922.801758
	Iteration 1F: 3 clusters Score -2244203 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2244830.000000 Penalty: 4922.801758
	Iteration 2F: 3 clusters Score -2244830 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2245392.250000 Penalty: 4922.801758
	Iteration 3F: 3 clusters Score -2245392 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2245954.500000 Penalty: 4922.801758
	Iteration 4F: 3 clusters Score -2245954 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2246704.250000 Penalty: 4922.801758
	Iteration 5F: 3 clusters Score -2246704 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2247541.500000 Penalty: 4922.801758
	Iteration 6F: 3 clusters Score -2247542 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -2248463.500000 Penalty: 4922.801758
	Iteration 7F: 3 clusters Score -2248464 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -2249251.000000 Penalty: 4922.801758
	Iteration 8F: 3 clusters Score -2249251 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2249853.750000 Penalty: 4922.801758
	Iteration 9Q: 3 clusters Score -2249854 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9785 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2250243.500000 Penalty: 4922.801758
	Iteration 10Q: 3 clusters Score -2250244 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -2250503.500000 Penalty: 4922.801758
	Iteration 11Q: 3 clusters Score -2250504 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2250656.500000 Penalty: 4922.801758
	Iteration 12Q: 3 clusters Score -2250656 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2250750.750000 Penalty: 4922.801758
	Iteration 13Q: 3 clusters Score -2250751 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -2250794.250000 Penalty: 4922.801758
	Iteration 14Q: 3 clusters Score -2250794 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2250833.750000 Penalty: 4922.801758
	Iteration 15Q: 3 clusters Score -2250834 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -2250857.500000 Penalty: 4922.801758
	Iteration 16Q: 3 clusters Score -2250858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -2250859.500000 Penalty: 4922.801758
	Iteration 17Q: 3 clusters Score -2250860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2250871.250000 Penalty: 4922.801758
	Iteration 18Q: 3 clusters Score -2250871 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2250876.750000 Penalty: 4922.801758
	Iteration 19Q: 3 clusters Score -2250877 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2250896.250000 Penalty: 4922.801758
	Iteration 20F: 3 clusters Score -2250896 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -2250897.750000 Penalty: 4922.801758
	Iteration 21Q: 3 clusters Score -2250898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2250898.500000 Penalty: 4922.801758
	Iteration 22Q: 3 clusters Score -2250898 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2250902.000000 Penalty: 4922.801758
	Iteration 23Q: 3 clusters Score -2250902 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2250905.000000 Penalty: 4922.801758
	Iteration 24Q: 3 clusters Score -2250905 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2250907.500000 Penalty: 4922.801758
	Iteration 25Q: 3 clusters Score -2250908 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -2250906.250000 Penalty: 4922.801758
	Iteration 26Q: 3 clusters Score -2250906 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2250907.750000 Penalty: 4922.801758
	Iteration 27Q: 3 clusters Score -2250908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2250910.500000 Penalty: 4922.801758
	Iteration 28Q: 3 clusters Score -2250910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -2250908.500000 Penalty: 4922.801758
	Iteration 29Q: 3 clusters Score -2250908 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -2250918.750000 Penalty: 4922.801758
	Iteration 30Q: 3 clusters Score -2250919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2250920.250000 Penalty: 4922.801758
	Iteration 31Q: 3 clusters Score -2250920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2250917.500000 Penalty: 4922.801758
	Iteration 32Q: 3 clusters Score -2250918 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2250926.500000 Penalty: 4922.801758
	Iteration 33Q: 3 clusters Score -2250926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2250924.000000 Penalty: 4922.801758
	Iteration 34Q: 3 clusters Score -2250924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2250921.750000 Penalty: 4922.801758
	Iteration 35Q: 3 clusters Score -2250922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -2250922.000000 Penalty: 4922.801758
	Iteration 36Q: 3 clusters Score -2250922 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -2250924.250000 Penalty: 4922.801758
	Iteration 37Q: 3 clusters Score -2250924 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -2250929.750000 Penalty: 4922.801758
	Iteration 38Q: 3 clusters Score -2250930 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -2250932.750000 Penalty: 4922.801758
	Iteration 39Q: 3 clusters Score -2250933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -2250937.000000 Penalty: 4922.801758
	Iteration 40F: 3 clusters Score -2250937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2250935.500000 Penalty: 4922.801758
	Iteration 41Q: 3 clusters Score -2250936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2250934.250000 Penalty: 4922.801758
	Iteration 42Q: 3 clusters Score -2250934 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2250933.250000 Penalty: 4922.801758
	Iteration 43Q: 3 clusters Score -2250933 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 10230 members 
Entering Unmasked Estep 
Score: -2250936.500000 Penalty: 4922.801758
	Iteration 44Q: 3 clusters Score -2250936 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2250935.750000 Penalty: 4922.801758
	Iteration 45Q: 3 clusters Score -2250936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -2250935.750000 Penalty: 4922.801758
	Iteration 46F: 3 clusters Score -2250936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (210257 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210257 members 
Entering Unmasked Estep 
Score: -24737362.000000 Penalty: 3039.509521
	Iteration 0F: 2 clusters Score -2.473736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105397 members 
Mstep: Class 2 contains 104860 members 
Entering Unmasked Estep 
Score: -24600270.000000 Penalty: 6079.019043
	Iteration 0F: 3 clusters Score -2.460027e+07 nChanged 101347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110020 members 
Mstep: Class 2 contains 100237 members 
Entering Unmasked Estep 
Score: -24659930.000000 Penalty: 6079.019043
	Iteration 1F: 3 clusters Score -2.465993e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 97281 members 
Entering Unmasked Estep 
Score: -24661466.000000 Penalty: 6079.019043
	Iteration 2Q: 3 clusters Score -2.466147e+07 nChanged 7407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117503 members 
Mstep: Class 2 contains 92754 members 
Entering Unmasked Estep 
Score: -24663846.000000 Penalty: 6079.019043
	Iteration 3Q: 3 clusters Score -2.466385e+07 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124580 members 
Mstep: Class 2 contains 85677 members 
Entering Unmasked Estep 
Score: -24667780.000000 Penalty: 6079.019043
	Iteration 4Q: 3 clusters Score -2.466778e+07 nChanged 12197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135145 members 
Mstep: Class 2 contains 75112 members 
Entering Unmasked Estep 
Score: -24674374.000000 Penalty: 6079.019043
	Iteration 5F: 3 clusters Score -2.467437e+07 nChanged 15432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149643 members 
Mstep: Class 2 contains 60614 members 
Entering Unmasked Estep 
Score: -24685498.000000 Penalty: 6079.019043
	Iteration 6F: 3 clusters Score -2.46855e+07 nChanged 17554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166807 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -24700234.000000 Penalty: 6079.019043
	Iteration 7F: 3 clusters Score -2.470023e+07 nChanged 17037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183654 members 
Mstep: Class 2 contains 26603 members 
Entering Unmasked Estep 
Score: -24715416.000000 Penalty: 6079.019043
	Iteration 8F: 3 clusters Score -2.471542e+07 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196206 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -24726296.000000 Penalty: 6079.019043
	Iteration 9F: 3 clusters Score -2.47263e+07 nChanged 7152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203294 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -24731748.000000 Penalty: 6079.019043
	Iteration 10Q: 3 clusters Score -2.473175e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206472 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -24733728.000000 Penalty: 6079.019043
	Iteration 11Q: 3 clusters Score -2.473373e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207795 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -24734482.000000 Penalty: 6079.019043
	Iteration 12Q: 3 clusters Score -2.473448e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208397 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -24734860.000000 Penalty: 6079.019043
	Iteration 13Q: 3 clusters Score -2.473486e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208672 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -24735076.000000 Penalty: 6079.019043
	Iteration 14Q: 3 clusters Score -2.473508e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208796 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -24735292.000000 Penalty: 6079.019043
	Iteration 15Q: 3 clusters Score -2.473529e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208874 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -24735482.000000 Penalty: 6079.019043
	Iteration 16Q: 3 clusters Score -2.473548e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208884 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -24735706.000000 Penalty: 6079.019043
	Iteration 17Q: 3 clusters Score -2.473571e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208846 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -24735876.000000 Penalty: 6079.019043
	Iteration 18Q: 3 clusters Score -2.473588e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208781 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -24735924.000000 Penalty: 6079.019043
	Iteration 19Q: 3 clusters Score -2.473592e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208733 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -24735968.000000 Penalty: 6079.019043
	Iteration 20F: 3 clusters Score -2.473597e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208688 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -24736000.000000 Penalty: 6079.019043
	Iteration 21Q: 3 clusters Score -2.4736e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208656 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -24736046.000000 Penalty: 6079.019043
	Iteration 22Q: 3 clusters Score -2.473605e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208634 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -24736048.000000 Penalty: 6079.019043
	Iteration 23Q: 3 clusters Score -2.473605e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208617 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -24736050.000000 Penalty: 6079.019043
	Iteration 24Q: 3 clusters Score -2.473605e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208604 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -24736090.000000 Penalty: 6079.019043
	Iteration 25Q: 3 clusters Score -2.473609e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208602 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -24736094.000000 Penalty: 6079.019043
	Iteration 26Q: 3 clusters Score -2.473609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208598 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -24736110.000000 Penalty: 6079.019043
	Iteration 27Q: 3 clusters Score -2.473611e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208593 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -24736134.000000 Penalty: 6079.019043
	Iteration 28Q: 3 clusters Score -2.473613e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208587 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -24736148.000000 Penalty: 6079.019043
	Iteration 29Q: 3 clusters Score -2.473615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208582 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -24736128.000000 Penalty: 6079.019043
	Iteration 30Q: 3 clusters Score -2.473613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208581 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -24736128.000000 Penalty: 6079.019043
	Iteration 31Q: 3 clusters Score -2.473613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208579 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -24736126.000000 Penalty: 6079.019043
	Iteration 32Q: 3 clusters Score -2.473613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208575 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -24736126.000000 Penalty: 6079.019043
	Iteration 33Q: 3 clusters Score -2.473613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208570 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -24736134.000000 Penalty: 6079.019043
	Iteration 34Q: 3 clusters Score -2.473613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208572 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -24736132.000000 Penalty: 6079.019043
	Iteration 35Q: 3 clusters Score -2.473613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208570 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -24736152.000000 Penalty: 6079.019043
	Iteration 36Q: 3 clusters Score -2.473615e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208569 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -24736158.000000 Penalty: 6079.019043
	Iteration 37Q: 3 clusters Score -2.473616e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208567 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -24736178.000000 Penalty: 6079.019043
	Iteration 38Q: 3 clusters Score -2.473618e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208558 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -24736196.000000 Penalty: 6079.019043
	Iteration 39Q: 3 clusters Score -2.47362e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208552 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -24736198.000000 Penalty: 6079.019043
	Iteration 40F: 3 clusters Score -2.47362e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208547 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -24736218.000000 Penalty: 6079.019043
	Iteration 41Q: 3 clusters Score -2.473622e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208551 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -24736216.000000 Penalty: 6079.019043
	Iteration 42Q: 3 clusters Score -2.473622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208550 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -24736210.000000 Penalty: 6079.019043
	Iteration 43Q: 3 clusters Score -2.473621e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208550 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -24736210.000000 Penalty: 6079.019043
	Iteration 44Q: 3 clusters Score -2.473621e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208549 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -24736194.000000 Penalty: 6079.019043
	Iteration 45Q: 3 clusters Score -2.473619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208547 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -24736202.000000 Penalty: 6079.019043
	Iteration 46Q: 3 clusters Score -2.47362e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208547 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -24736190.000000 Penalty: 6079.019043
	Iteration 47Q: 3 clusters Score -2.473619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208546 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -24736202.000000 Penalty: 6079.019043
	Iteration 48Q: 3 clusters Score -2.47362e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208546 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -24736202.000000 Penalty: 6079.019043
	Iteration 49F: 3 clusters Score -2.47362e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (170459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170459 members 
Entering Unmasked Estep 
Score: -20026730.000000 Penalty: 2987.469971
	Iteration 0F: 2 clusters Score -2.002673e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85677 members 
Mstep: Class 2 contains 84782 members 
Entering Unmasked Estep 
Score: -19915764.000000 Penalty: 5974.939941
	Iteration 0F: 3 clusters Score -1.991576e+07 nChanged 81667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93034 members 
Mstep: Class 2 contains 77425 members 
Entering Unmasked Estep 
Score: -19963976.000000 Penalty: 5974.939941
	Iteration 1F: 3 clusters Score -1.996398e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97714 members 
Mstep: Class 2 contains 72745 members 
Entering Unmasked Estep 
Score: -19965990.000000 Penalty: 5974.939941
	Iteration 2Q: 3 clusters Score -1.996599e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104886 members 
Mstep: Class 2 contains 65573 members 
Entering Unmasked Estep 
Score: -19969720.000000 Penalty: 5974.939941
	Iteration 3Q: 3 clusters Score -1.996972e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115402 members 
Mstep: Class 2 contains 55057 members 
Entering Unmasked Estep 
Score: -19976964.000000 Penalty: 5974.939941
	Iteration 4F: 3 clusters Score -1.997696e+07 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129175 members 
Mstep: Class 2 contains 41284 members 
Entering Unmasked Estep 
Score: -19989320.000000 Penalty: 5974.939941
	Iteration 5F: 3 clusters Score -1.998932e+07 nChanged 15734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143847 members 
Mstep: Class 2 contains 26612 members 
Entering Unmasked Estep 
Score: -20004792.000000 Penalty: 5974.939941
	Iteration 6F: 3 clusters Score -2.000479e+07 nChanged 11740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154887 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -20016636.000000 Penalty: 5974.939941
	Iteration 7F: 3 clusters Score -2.001664e+07 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161268 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
Score: -20022690.000000 Penalty: 5974.939941
	Iteration 8Q: 3 clusters Score -2.002269e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164140 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -20024884.000000 Penalty: 5974.939941
	Iteration 9Q: 3 clusters Score -2.002488e+07 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165283 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -20025728.000000 Penalty: 5974.939941
	Iteration 10Q: 3 clusters Score -2.002573e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165957 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -20025976.000000 Penalty: 5974.939941
	Iteration 11Q: 3 clusters Score -2.002598e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166428 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -20026036.000000 Penalty: 5974.939941
	Iteration 12Q: 3 clusters Score -2.002604e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166766 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -20025938.000000 Penalty: 5974.939941
	Iteration 13Q: 3 clusters Score -2.002594e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167020 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -20025926.000000 Penalty: 5974.939941
	Iteration 14Q: 3 clusters Score -2.002593e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167225 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -20025946.000000 Penalty: 5974.939941
	Iteration 15Q: 3 clusters Score -2.002595e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167391 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -20025886.000000 Penalty: 5974.939941
	Iteration 16Q: 3 clusters Score -2.002589e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167513 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -20025832.000000 Penalty: 5974.939941
	Iteration 17Q: 3 clusters Score -2.002583e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167626 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -20025858.000000 Penalty: 5974.939941
	Iteration 18Q: 3 clusters Score -2.002586e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167728 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -20025840.000000 Penalty: 5974.939941
	Iteration 19Q: 3 clusters Score -2.002584e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167822 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -20025800.000000 Penalty: 5974.939941
	Iteration 20F: 3 clusters Score -2.00258e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167892 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -20025756.000000 Penalty: 5974.939941
	Iteration 21Q: 3 clusters Score -2.002576e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167951 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -20025740.000000 Penalty: 5974.939941
	Iteration 22Q: 3 clusters Score -2.002574e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168012 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -20025708.000000 Penalty: 5974.939941
	Iteration 23Q: 3 clusters Score -2.002571e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168062 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -20025704.000000 Penalty: 5974.939941
	Iteration 24Q: 3 clusters Score -2.00257e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168102 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -20025692.000000 Penalty: 5974.939941
	Iteration 25Q: 3 clusters Score -2.002569e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168143 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -20025696.000000 Penalty: 5974.939941
	Iteration 26Q: 3 clusters Score -2.00257e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168181 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -20025664.000000 Penalty: 5974.939941
	Iteration 27Q: 3 clusters Score -2.002566e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168217 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -20025666.000000 Penalty: 5974.939941
	Iteration 28Q: 3 clusters Score -2.002567e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168251 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -20025628.000000 Penalty: 5974.939941
	Iteration 29Q: 3 clusters Score -2.002563e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168277 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -20025638.000000 Penalty: 5974.939941
	Iteration 30Q: 3 clusters Score -2.002564e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168305 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -20025624.000000 Penalty: 5974.939941
	Iteration 31Q: 3 clusters Score -2.002562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168325 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -20025600.000000 Penalty: 5974.939941
	Iteration 32Q: 3 clusters Score -2.00256e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168340 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -20025592.000000 Penalty: 5974.939941
	Iteration 33Q: 3 clusters Score -2.002559e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168353 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -20025610.000000 Penalty: 5974.939941
	Iteration 34Q: 3 clusters Score -2.002561e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168364 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -20025598.000000 Penalty: 5974.939941
	Iteration 35Q: 3 clusters Score -2.00256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168372 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -20025596.000000 Penalty: 5974.939941
	Iteration 36Q: 3 clusters Score -2.00256e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168379 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -20025594.000000 Penalty: 5974.939941
	Iteration 37Q: 3 clusters Score -2.002559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168387 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -20025592.000000 Penalty: 5974.939941
	Iteration 38Q: 3 clusters Score -2.002559e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168397 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -20025578.000000 Penalty: 5974.939941
	Iteration 39Q: 3 clusters Score -2.002558e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168404 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -20025586.000000 Penalty: 5974.939941
	Iteration 40F: 3 clusters Score -2.002559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168413 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -20025564.000000 Penalty: 5974.939941
	Iteration 41Q: 3 clusters Score -2.002556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168422 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -20025540.000000 Penalty: 5974.939941
	Iteration 42Q: 3 clusters Score -2.002554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168432 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -20025544.000000 Penalty: 5974.939941
	Iteration 43Q: 3 clusters Score -2.002554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168442 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -20025564.000000 Penalty: 5974.939941
	Iteration 44Q: 3 clusters Score -2.002556e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168451 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -20025542.000000 Penalty: 5974.939941
	Iteration 45Q: 3 clusters Score -2.002554e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168460 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -20025534.000000 Penalty: 5974.939941
	Iteration 46Q: 3 clusters Score -2.002553e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168471 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -20025546.000000 Penalty: 5974.939941
	Iteration 47Q: 3 clusters Score -2.002555e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168485 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -20025528.000000 Penalty: 5974.939941
	Iteration 48Q: 3 clusters Score -2.002553e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168493 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -20025520.000000 Penalty: 5974.939941
	Iteration 49Q: 3 clusters Score -2.002552e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168509 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -20025530.000000 Penalty: 5974.939941
	Iteration 50Q: 3 clusters Score -2.002553e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168524 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -20025538.000000 Penalty: 5974.939941
	Iteration 51Q: 3 clusters Score -2.002554e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168534 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -20025540.000000 Penalty: 5974.939941
	Iteration 52Q: 3 clusters Score -2.002554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168538 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -20025526.000000 Penalty: 5974.939941
	Iteration 53Q: 3 clusters Score -2.002553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168542 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -20025514.000000 Penalty: 5974.939941
	Iteration 54Q: 3 clusters Score -2.002551e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168543 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -20025526.000000 Penalty: 5974.939941
	Iteration 55Q: 3 clusters Score -2.002553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168547 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -20025534.000000 Penalty: 5974.939941
	Iteration 56Q: 3 clusters Score -2.002553e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168551 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -20025540.000000 Penalty: 5974.939941
	Iteration 57Q: 3 clusters Score -2.002554e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168552 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -20025532.000000 Penalty: 5974.939941
	Iteration 58Q: 3 clusters Score -2.002553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168553 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -20025550.000000 Penalty: 5974.939941
	Iteration 59Q: 3 clusters Score -2.002555e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168554 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -20025530.000000 Penalty: 5974.939941
	Iteration 60F: 3 clusters Score -2.002553e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (229157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229157 members 
Entering Unmasked Estep 
Score: -26914934.000000 Penalty: 3060.856445
	Iteration 0F: 2 clusters Score -2.691493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114864 members 
Mstep: Class 2 contains 114293 members 
Entering Unmasked Estep 
Score: -26771642.000000 Penalty: 6121.712891
	Iteration 0F: 3 clusters Score -2.677164e+07 nChanged 110410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119104 members 
Mstep: Class 2 contains 110053 members 
Entering Unmasked Estep 
Score: -26836588.000000 Penalty: 6121.712891
	Iteration 1F: 3 clusters Score -2.683659e+07 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121999 members 
Mstep: Class 2 contains 107158 members 
Entering Unmasked Estep 
Score: -26838076.000000 Penalty: 6121.712891
	Iteration 2Q: 3 clusters Score -2.683808e+07 nChanged 7116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126545 members 
Mstep: Class 2 contains 102612 members 
Entering Unmasked Estep 
Score: -26839982.000000 Penalty: 6121.712891
	Iteration 3Q: 3 clusters Score -2.683998e+07 nChanged 8810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133587 members 
Mstep: Class 2 contains 95570 members 
Entering Unmasked Estep 
Score: -26843058.000000 Penalty: 6121.712891
	Iteration 4Q: 3 clusters Score -2.684306e+07 nChanged 11391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143960 members 
Mstep: Class 2 contains 85197 members 
Entering Unmasked Estep 
Score: -26848792.000000 Penalty: 6121.712891
	Iteration 5Q: 3 clusters Score -2.684879e+07 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158411 members 
Mstep: Class 2 contains 70746 members 
Entering Unmasked Estep 
Score: -26859024.000000 Penalty: 6121.712891
	Iteration 6F: 3 clusters Score -2.685902e+07 nChanged 18782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176995 members 
Mstep: Class 2 contains 52162 members 
Entering Unmasked Estep 
Score: -26873524.000000 Penalty: 6121.712891
	Iteration 7F: 3 clusters Score -2.687352e+07 nChanged 19466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196369 members 
Mstep: Class 2 contains 32788 members 
Entering Unmasked Estep 
Score: -26888564.000000 Penalty: 6121.712891
	Iteration 8F: 3 clusters Score -2.688856e+07 nChanged 14763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211080 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -26900372.000000 Penalty: 6121.712891
	Iteration 9F: 3 clusters Score -2.690037e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218895 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -26906314.000000 Penalty: 6121.712891
	Iteration 10Q: 3 clusters Score -2.690631e+07 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222346 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -26909172.000000 Penalty: 6121.712891
	Iteration 11Q: 3 clusters Score -2.690917e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223902 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -26910506.000000 Penalty: 6121.712891
	Iteration 12Q: 3 clusters Score -2.691051e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224792 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -26911144.000000 Penalty: 6121.712891
	Iteration 13Q: 3 clusters Score -2.691114e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225337 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -26911588.000000 Penalty: 6121.712891
	Iteration 14Q: 3 clusters Score -2.691159e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225693 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -26911742.000000 Penalty: 6121.712891
	Iteration 15Q: 3 clusters Score -2.691174e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225940 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -26911904.000000 Penalty: 6121.712891
	Iteration 16Q: 3 clusters Score -2.69119e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226147 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -26912096.000000 Penalty: 6121.712891
	Iteration 17Q: 3 clusters Score -2.69121e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226313 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -26912162.000000 Penalty: 6121.712891
	Iteration 18Q: 3 clusters Score -2.691216e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226432 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -26912232.000000 Penalty: 6121.712891
	Iteration 19Q: 3 clusters Score -2.691223e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226534 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -26912282.000000 Penalty: 6121.712891
	Iteration 20F: 3 clusters Score -2.691228e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226589 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -26912270.000000 Penalty: 6121.712891
	Iteration 21Q: 3 clusters Score -2.691227e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226638 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -26912302.000000 Penalty: 6121.712891
	Iteration 22Q: 3 clusters Score -2.69123e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226680 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -26912338.000000 Penalty: 6121.712891
	Iteration 23Q: 3 clusters Score -2.691234e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226732 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -26912360.000000 Penalty: 6121.712891
	Iteration 24Q: 3 clusters Score -2.691236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226762 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -26912366.000000 Penalty: 6121.712891
	Iteration 25Q: 3 clusters Score -2.691237e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226784 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -26912378.000000 Penalty: 6121.712891
	Iteration 26Q: 3 clusters Score -2.691238e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226814 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -26912360.000000 Penalty: 6121.712891
	Iteration 27Q: 3 clusters Score -2.691236e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226838 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -26912414.000000 Penalty: 6121.712891
	Iteration 28Q: 3 clusters Score -2.691241e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226863 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -26912372.000000 Penalty: 6121.712891
	Iteration 29Q: 3 clusters Score -2.691237e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226889 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -26912394.000000 Penalty: 6121.712891
	Iteration 30Q: 3 clusters Score -2.691239e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226918 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -26912390.000000 Penalty: 6121.712891
	Iteration 31Q: 3 clusters Score -2.691239e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226944 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -26912410.000000 Penalty: 6121.712891
	Iteration 32Q: 3 clusters Score -2.691241e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226970 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -26912434.000000 Penalty: 6121.712891
	Iteration 33Q: 3 clusters Score -2.691243e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226998 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -26912460.000000 Penalty: 6121.712891
	Iteration 34Q: 3 clusters Score -2.691246e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227021 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -26912484.000000 Penalty: 6121.712891
	Iteration 35Q: 3 clusters Score -2.691248e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227041 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -26912482.000000 Penalty: 6121.712891
	Iteration 36Q: 3 clusters Score -2.691248e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227059 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -26912482.000000 Penalty: 6121.712891
	Iteration 37Q: 3 clusters Score -2.691248e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227075 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -26912512.000000 Penalty: 6121.712891
	Iteration 38Q: 3 clusters Score -2.691251e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227090 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -26912528.000000 Penalty: 6121.712891
	Iteration 39Q: 3 clusters Score -2.691253e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227098 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -26912558.000000 Penalty: 6121.712891
	Iteration 40F: 3 clusters Score -2.691256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227106 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -26912564.000000 Penalty: 6121.712891
	Iteration 41Q: 3 clusters Score -2.691256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227114 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -26912570.000000 Penalty: 6121.712891
	Iteration 42Q: 3 clusters Score -2.691257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227117 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -26912562.000000 Penalty: 6121.712891
	Iteration 43Q: 3 clusters Score -2.691256e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227121 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -26912546.000000 Penalty: 6121.712891
	Iteration 44Q: 3 clusters Score -2.691255e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227126 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -26912542.000000 Penalty: 6121.712891
	Iteration 45Q: 3 clusters Score -2.691254e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227130 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -26912572.000000 Penalty: 6121.712891
	Iteration 46Q: 3 clusters Score -2.691257e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227137 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -26912590.000000 Penalty: 6121.712891
	Iteration 47Q: 3 clusters Score -2.691259e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227143 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -26912574.000000 Penalty: 6121.712891
	Iteration 48Q: 3 clusters Score -2.691257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227146 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -26912596.000000 Penalty: 6121.712891
	Iteration 49Q: 3 clusters Score -2.69126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227150 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -26912628.000000 Penalty: 6121.712891
	Iteration 50Q: 3 clusters Score -2.691263e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227155 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -26912624.000000 Penalty: 6121.712891
	Iteration 51Q: 3 clusters Score -2.691262e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227156 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -26912618.000000 Penalty: 6121.712891
	Iteration 52Q: 3 clusters Score -2.691262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227156 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -26912618.000000 Penalty: 6121.712891
	Iteration 53F: 3 clusters Score -2.691262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Entering Unmasked Estep 
Score: -417664.343750 Penalty: 2036.447754
	Iteration 0F: 2 clusters Score -417664.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -413912.937500 Penalty: 4072.895508
	Iteration 0F: 3 clusters Score -413912.9 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -414708.781250 Penalty: 4072.895508
	Iteration 1F: 3 clusters Score -414708.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -414885.062500 Penalty: 4072.895508
	Iteration 2F: 3 clusters Score -414885.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -415003.312500 Penalty: 4072.895508
	Iteration 3F: 3 clusters Score -415003.3 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -415078.875000 Penalty: 4072.895508
	Iteration 4Q: 3 clusters Score -415078.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -415135.406250 Penalty: 4072.895508
	Iteration 5Q: 3 clusters Score -415135.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -415177.250000 Penalty: 4072.895508
	Iteration 6Q: 3 clusters Score -415177.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -415213.968750 Penalty: 4072.895508
	Iteration 7Q: 3 clusters Score -415214 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -415238.750000 Penalty: 4072.895508
	Iteration 8Q: 3 clusters Score -415238.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -415258.531250 Penalty: 4072.895508
	Iteration 9Q: 3 clusters Score -415258.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -415272.781250 Penalty: 4072.895508
	Iteration 10Q: 3 clusters Score -415272.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -415283.656250 Penalty: 4072.895508
	Iteration 11Q: 3 clusters Score -415283.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -415291.468750 Penalty: 4072.895508
	Iteration 12Q: 3 clusters Score -415291.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -415299.125000 Penalty: 4072.895508
	Iteration 13Q: 3 clusters Score -415299.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -415305.406250 Penalty: 4072.895508
	Iteration 14Q: 3 clusters Score -415305.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -415313.875000 Penalty: 4072.895508
	Iteration 15Q: 3 clusters Score -415313.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -415328.406250 Penalty: 4072.895508
	Iteration 16Q: 3 clusters Score -415328.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -415340.687500 Penalty: 4072.895508
	Iteration 17Q: 3 clusters Score -415340.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -415349.687500 Penalty: 4072.895508
	Iteration 18Q: 3 clusters Score -415349.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -415360.812500 Penalty: 4072.895508
	Iteration 19Q: 3 clusters Score -415360.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -415371.093750 Penalty: 4072.895508
	Iteration 20F: 3 clusters Score -415371.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -415380.906250 Penalty: 4072.895508
	Iteration 21Q: 3 clusters Score -415380.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -415391.593750 Penalty: 4072.895508
	Iteration 22Q: 3 clusters Score -415391.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -415405.656250 Penalty: 4072.895508
	Iteration 23Q: 3 clusters Score -415405.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -415416.281250 Penalty: 4072.895508
	Iteration 24Q: 3 clusters Score -415416.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -415429.156250 Penalty: 4072.895508
	Iteration 25Q: 3 clusters Score -415429.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -415440.718750 Penalty: 4072.895508
	Iteration 26Q: 3 clusters Score -415440.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -415456.187500 Penalty: 4072.895508
	Iteration 27Q: 3 clusters Score -415456.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -415470.062500 Penalty: 4072.895508
	Iteration 28Q: 3 clusters Score -415470.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -415485.031250 Penalty: 4072.895508
	Iteration 29Q: 3 clusters Score -415485 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -415508.875000 Penalty: 4072.895508
	Iteration 30Q: 3 clusters Score -415508.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -415537.281250 Penalty: 4072.895508
	Iteration 31Q: 3 clusters Score -415537.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -415561.718750 Penalty: 4072.895508
	Iteration 32Q: 3 clusters Score -415561.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -415580.812500 Penalty: 4072.895508
	Iteration 33Q: 3 clusters Score -415580.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -415595.531250 Penalty: 4072.895508
	Iteration 34Q: 3 clusters Score -415595.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -415610.531250 Penalty: 4072.895508
	Iteration 35Q: 3 clusters Score -415610.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -415628.000000 Penalty: 4072.895508
	Iteration 36Q: 3 clusters Score -415628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -415643.281250 Penalty: 4072.895508
	Iteration 37Q: 3 clusters Score -415643.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -415656.125000 Penalty: 4072.895508
	Iteration 38Q: 3 clusters Score -415656.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -415666.343750 Penalty: 4072.895508
	Iteration 39Q: 3 clusters Score -415666.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -415673.093750 Penalty: 4072.895508
	Iteration 40F: 3 clusters Score -415673.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -415680.500000 Penalty: 4072.895508
	Iteration 41Q: 3 clusters Score -415680.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -415684.125000 Penalty: 4072.895508
	Iteration 42Q: 3 clusters Score -415684.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -415686.187500 Penalty: 4072.895508
	Iteration 43Q: 3 clusters Score -415686.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -415687.187500 Penalty: 4072.895508
	Iteration 44Q: 3 clusters Score -415687.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -415689.468750 Penalty: 4072.895508
	Iteration 45Q: 3 clusters Score -415689.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -415694.062500 Penalty: 4072.895508
	Iteration 46Q: 3 clusters Score -415694.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -415698.125000 Penalty: 4072.895508
	Iteration 47Q: 3 clusters Score -415698.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -415699.093750 Penalty: 4072.895508
	Iteration 48Q: 3 clusters Score -415699.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -415700.718750 Penalty: 4072.895508
	Iteration 49Q: 3 clusters Score -415700.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -415702.875000 Penalty: 4072.895508
	Iteration 50Q: 3 clusters Score -415702.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -415705.062500 Penalty: 4072.895508
	Iteration 51Q: 3 clusters Score -415705.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -415708.093750 Penalty: 4072.895508
	Iteration 52Q: 3 clusters Score -415708.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -415712.875000 Penalty: 4072.895508
	Iteration 53Q: 3 clusters Score -415712.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -415715.968750 Penalty: 4072.895508
	Iteration 54Q: 3 clusters Score -415716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -415719.406250 Penalty: 4072.895508
	Iteration 55Q: 3 clusters Score -415719.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -415724.218750 Penalty: 4072.895508
	Iteration 56Q: 3 clusters Score -415724.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -415726.937500 Penalty: 4072.895508
	Iteration 57Q: 3 clusters Score -415726.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -415728.781250 Penalty: 4072.895508
	Iteration 58Q: 3 clusters Score -415728.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -415729.500000 Penalty: 4072.895508
	Iteration 59Q: 3 clusters Score -415729.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -415732.968750 Penalty: 4072.895508
	Iteration 60F: 3 clusters Score -415733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -415733.531250 Penalty: 4072.895508
	Iteration 61Q: 3 clusters Score -415733.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -415734.312500 Penalty: 4072.895508
	Iteration 62Q: 3 clusters Score -415734.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -415735.187500 Penalty: 4072.895508
	Iteration 63Q: 3 clusters Score -415735.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -415736.375000 Penalty: 4072.895508
	Iteration 64Q: 3 clusters Score -415736.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -415739.000000 Penalty: 4072.895508
	Iteration 65Q: 3 clusters Score -415739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -415739.906250 Penalty: 4072.895508
	Iteration 66Q: 3 clusters Score -415739.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -415741.000000 Penalty: 4072.895508
	Iteration 67Q: 3 clusters Score -415741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -415743.031250 Penalty: 4072.895508
	Iteration 68Q: 3 clusters Score -415743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -415744.750000 Penalty: 4072.895508
	Iteration 69Q: 3 clusters Score -415744.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -415751.375000 Penalty: 4072.895508
	Iteration 70Q: 3 clusters Score -415751.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -415754.562500 Penalty: 4072.895508
	Iteration 71Q: 3 clusters Score -415754.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -415760.406250 Penalty: 4072.895508
	Iteration 72Q: 3 clusters Score -415760.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -415763.156250 Penalty: 4072.895508
	Iteration 73Q: 3 clusters Score -415763.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -415767.937500 Penalty: 4072.895508
	Iteration 74Q: 3 clusters Score -415767.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -415772.812500 Penalty: 4072.895508
	Iteration 75Q: 3 clusters Score -415772.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -415778.718750 Penalty: 4072.895508
	Iteration 76Q: 3 clusters Score -415778.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -415785.156250 Penalty: 4072.895508
	Iteration 77Q: 3 clusters Score -415785.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -415793.031250 Penalty: 4072.895508
	Iteration 78Q: 3 clusters Score -415793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -415801.843750 Penalty: 4072.895508
	Iteration 79Q: 3 clusters Score -415801.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -415808.187500 Penalty: 4072.895508
	Iteration 80F: 3 clusters Score -415808.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -415811.531250 Penalty: 4072.895508
	Iteration 81Q: 3 clusters Score -415811.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -415814.593750 Penalty: 4072.895508
	Iteration 82Q: 3 clusters Score -415814.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -415818.843750 Penalty: 4072.895508
	Iteration 83Q: 3 clusters Score -415818.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -415822.687500 Penalty: 4072.895508
	Iteration 84Q: 3 clusters Score -415822.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -415823.093750 Penalty: 4072.895508
	Iteration 85Q: 3 clusters Score -415823.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -415823.593750 Penalty: 4072.895508
	Iteration 86Q: 3 clusters Score -415823.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -415824.531250 Penalty: 4072.895508
	Iteration 87Q: 3 clusters Score -415824.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -415825.437500 Penalty: 4072.895508
	Iteration 88Q: 3 clusters Score -415825.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -415827.406250 Penalty: 4072.895508
	Iteration 89Q: 3 clusters Score -415827.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -415829.593750 Penalty: 4072.895508
	Iteration 90Q: 3 clusters Score -415829.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -415832.656250 Penalty: 4072.895508
	Iteration 91Q: 3 clusters Score -415832.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -415837.562500 Penalty: 4072.895508
	Iteration 92Q: 3 clusters Score -415837.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -415838.781250 Penalty: 4072.895508
	Iteration 93Q: 3 clusters Score -415838.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -415841.062500 Penalty: 4072.895508
	Iteration 94Q: 3 clusters Score -415841.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -415842.343750 Penalty: 4072.895508
	Iteration 95Q: 3 clusters Score -415842.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -415842.468750 Penalty: 4072.895508
	Iteration 96Q: 3 clusters Score -415842.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -415845.187500 Penalty: 4072.895508
	Iteration 97Q: 3 clusters Score -415845.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -415847.718750 Penalty: 4072.895508
	Iteration 98Q: 3 clusters Score -415847.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -415849.875000 Penalty: 4072.895508
	Iteration 99Q: 3 clusters Score -415849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -415850.687500 Penalty: 4072.895508
	Iteration 100F: 3 clusters Score -415850.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -415854.031250 Penalty: 4072.895508
	Iteration 101Q: 3 clusters Score -415854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -415856.281250 Penalty: 4072.895508
	Iteration 102Q: 3 clusters Score -415856.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -415858.437500 Penalty: 4072.895508
	Iteration 103Q: 3 clusters Score -415858.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -415861.625000 Penalty: 4072.895508
	Iteration 104Q: 3 clusters Score -415861.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -415864.781250 Penalty: 4072.895508
	Iteration 105Q: 3 clusters Score -415864.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -415870.031250 Penalty: 4072.895508
	Iteration 106Q: 3 clusters Score -415870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -415871.031250 Penalty: 4072.895508
	Iteration 107Q: 3 clusters Score -415871 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -415872.218750 Penalty: 4072.895508
	Iteration 108Q: 3 clusters Score -415872.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -415873.343750 Penalty: 4072.895508
	Iteration 109Q: 3 clusters Score -415873.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -415875.781250 Penalty: 4072.895508
	Iteration 110Q: 3 clusters Score -415875.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -415876.125000 Penalty: 4072.895508
	Iteration 111Q: 3 clusters Score -415876.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -415876.187500 Penalty: 4072.895508
	Iteration 112Q: 3 clusters Score -415876.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -415878.468750 Penalty: 4072.895508
	Iteration 113Q: 3 clusters Score -415878.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -415879.875000 Penalty: 4072.895508
	Iteration 114Q: 3 clusters Score -415879.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -415883.562500 Penalty: 4072.895508
	Iteration 115Q: 3 clusters Score -415883.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -415884.875000 Penalty: 4072.895508
	Iteration 116Q: 3 clusters Score -415884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -415887.156250 Penalty: 4072.895508
	Iteration 117Q: 3 clusters Score -415887.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -415888.125000 Penalty: 4072.895508
	Iteration 118Q: 3 clusters Score -415888.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -415888.750000 Penalty: 4072.895508
	Iteration 119Q: 3 clusters Score -415888.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -415889.250000 Penalty: 4072.895508
	Iteration 120F: 3 clusters Score -415889.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -415889.437500 Penalty: 4072.895508
	Iteration 121Q: 3 clusters Score -415889.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -415890.406250 Penalty: 4072.895508
	Iteration 122Q: 3 clusters Score -415890.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -415891.687500 Penalty: 4072.895508
	Iteration 123Q: 3 clusters Score -415891.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -415894.062500 Penalty: 4072.895508
	Iteration 124Q: 3 clusters Score -415894.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -415894.968750 Penalty: 4072.895508
	Iteration 125Q: 3 clusters Score -415895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -415896.093750 Penalty: 4072.895508
	Iteration 126Q: 3 clusters Score -415896.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -415897.218750 Penalty: 4072.895508
	Iteration 127Q: 3 clusters Score -415897.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -415898.187500 Penalty: 4072.895508
	Iteration 128Q: 3 clusters Score -415898.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -415899.000000 Penalty: 4072.895508
	Iteration 129Q: 3 clusters Score -415899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -415899.281250 Penalty: 4072.895508
	Iteration 130Q: 3 clusters Score -415899.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -415899.625000 Penalty: 4072.895508
	Iteration 131Q: 3 clusters Score -415899.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -415901.812500 Penalty: 4072.895508
	Iteration 132Q: 3 clusters Score -415901.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -415902.656250 Penalty: 4072.895508
	Iteration 133Q: 3 clusters Score -415902.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -415903.125000 Penalty: 4072.895508
	Iteration 134Q: 3 clusters Score -415903.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -415903.625000 Penalty: 4072.895508
	Iteration 135Q: 3 clusters Score -415903.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -415904.781250 Penalty: 4072.895508
	Iteration 136Q: 3 clusters Score -415904.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -415904.781250 Penalty: 4072.895508
	Iteration 137F: 3 clusters Score -415904.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Entering Unmasked Estep 
Score: -234063.703125 Penalty: 1910.345947
	Iteration 0F: 2 clusters Score -234063.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -231252.609375 Penalty: 3820.691895
	Iteration 0F: 3 clusters Score -231252.6 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -231751.109375 Penalty: 3820.691895
	Iteration 1F: 3 clusters Score -231751.1 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -231888.593750 Penalty: 3820.691895
	Iteration 2F: 3 clusters Score -231888.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -232002.406250 Penalty: 3820.691895
	Iteration 3F: 3 clusters Score -232002.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -232080.343750 Penalty: 3820.691895
	Iteration 4Q: 3 clusters Score -232080.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -232135.984375 Penalty: 3820.691895
	Iteration 5Q: 3 clusters Score -232136 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -232171.109375 Penalty: 3820.691895
	Iteration 6Q: 3 clusters Score -232171.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -232199.484375 Penalty: 3820.691895
	Iteration 7Q: 3 clusters Score -232199.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -232220.187500 Penalty: 3820.691895
	Iteration 8Q: 3 clusters Score -232220.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -232241.843750 Penalty: 3820.691895
	Iteration 9Q: 3 clusters Score -232241.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -232263.328125 Penalty: 3820.691895
	Iteration 10Q: 3 clusters Score -232263.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -232281.968750 Penalty: 3820.691895
	Iteration 11Q: 3 clusters Score -232282 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -232293.187500 Penalty: 3820.691895
	Iteration 12Q: 3 clusters Score -232293.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -232299.828125 Penalty: 3820.691895
	Iteration 13Q: 3 clusters Score -232299.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -232304.312500 Penalty: 3820.691895
	Iteration 14Q: 3 clusters Score -232304.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -232309.750000 Penalty: 3820.691895
	Iteration 15Q: 3 clusters Score -232309.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -232314.281250 Penalty: 3820.691895
	Iteration 16Q: 3 clusters Score -232314.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -232315.500000 Penalty: 3820.691895
	Iteration 17Q: 3 clusters Score -232315.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -232317.875000 Penalty: 3820.691895
	Iteration 18Q: 3 clusters Score -232317.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -232321.171875 Penalty: 3820.691895
	Iteration 19Q: 3 clusters Score -232321.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -232328.187500 Penalty: 3820.691895
	Iteration 20F: 3 clusters Score -232328.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -232334.046875 Penalty: 3820.691895
	Iteration 21Q: 3 clusters Score -232334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -232338.031250 Penalty: 3820.691895
	Iteration 22Q: 3 clusters Score -232338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -232342.312500 Penalty: 3820.691895
	Iteration 23Q: 3 clusters Score -232342.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -232344.296875 Penalty: 3820.691895
	Iteration 24Q: 3 clusters Score -232344.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -232346.718750 Penalty: 3820.691895
	Iteration 25Q: 3 clusters Score -232346.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -232348.750000 Penalty: 3820.691895
	Iteration 26Q: 3 clusters Score -232348.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -232349.937500 Penalty: 3820.691895
	Iteration 27Q: 3 clusters Score -232349.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -232350.875000 Penalty: 3820.691895
	Iteration 28Q: 3 clusters Score -232350.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -232351.343750 Penalty: 3820.691895
	Iteration 29Q: 3 clusters Score -232351.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -232352.140625 Penalty: 3820.691895
	Iteration 30Q: 3 clusters Score -232352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -232353.031250 Penalty: 3820.691895
	Iteration 31Q: 3 clusters Score -232353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -232355.296875 Penalty: 3820.691895
	Iteration 32Q: 3 clusters Score -232355.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -232356.515625 Penalty: 3820.691895
	Iteration 33Q: 3 clusters Score -232356.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -232357.140625 Penalty: 3820.691895
	Iteration 34Q: 3 clusters Score -232357.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -232358.000000 Penalty: 3820.691895
	Iteration 35Q: 3 clusters Score -232358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -232361.171875 Penalty: 3820.691895
	Iteration 36Q: 3 clusters Score -232361.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -232365.218750 Penalty: 3820.691895
	Iteration 37Q: 3 clusters Score -232365.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -232369.046875 Penalty: 3820.691895
	Iteration 38Q: 3 clusters Score -232369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -232374.312500 Penalty: 3820.691895
	Iteration 39Q: 3 clusters Score -232374.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -232376.312500 Penalty: 3820.691895
	Iteration 40F: 3 clusters Score -232376.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -232378.937500 Penalty: 3820.691895
	Iteration 41Q: 3 clusters Score -232378.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -232379.812500 Penalty: 3820.691895
	Iteration 42Q: 3 clusters Score -232379.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -232381.140625 Penalty: 3820.691895
	Iteration 43Q: 3 clusters Score -232381.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -232382.359375 Penalty: 3820.691895
	Iteration 44Q: 3 clusters Score -232382.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -232382.406250 Penalty: 3820.691895
	Iteration 45Q: 3 clusters Score -232382.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -232382.406250 Penalty: 3820.691895
	Iteration 46F: 3 clusters Score -232382.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8989 members 
Entering Unmasked Estep 
Score: -888013.312500 Penalty: 2257.731689
	Iteration 0F: 2 clusters Score -888013.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -881007.062500 Penalty: 4515.463379
	Iteration 0F: 3 clusters Score -881007.1 nChanged 3753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -883181.500000 Penalty: 4515.463379
	Iteration 1F: 3 clusters Score -883181.5 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -883667.000000 Penalty: 4515.463379
	Iteration 2F: 3 clusters Score -883667 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -884131.562500 Penalty: 4515.463379
	Iteration 3F: 3 clusters Score -884131.6 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -884596.812500 Penalty: 4515.463379
	Iteration 4F: 3 clusters Score -884596.8 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -885082.750000 Penalty: 4515.463379
	Iteration 5F: 3 clusters Score -885082.8 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -885532.125000 Penalty: 4515.463379
	Iteration 6F: 3 clusters Score -885532.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -885910.687500 Penalty: 4515.463379
	Iteration 7F: 3 clusters Score -885910.7 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -886173.000000 Penalty: 4515.463379
	Iteration 8Q: 3 clusters Score -886173 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -886334.687500 Penalty: 4515.463379
	Iteration 9Q: 3 clusters Score -886334.7 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -886439.375000 Penalty: 4515.463379
	Iteration 10Q: 3 clusters Score -886439.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -886509.625000 Penalty: 4515.463379
	Iteration 11Q: 3 clusters Score -886509.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -886555.250000 Penalty: 4515.463379
	Iteration 12Q: 3 clusters Score -886555.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -886579.750000 Penalty: 4515.463379
	Iteration 13Q: 3 clusters Score -886579.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -886600.812500 Penalty: 4515.463379
	Iteration 14Q: 3 clusters Score -886600.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -886619.500000 Penalty: 4515.463379
	Iteration 15Q: 3 clusters Score -886619.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -886629.625000 Penalty: 4515.463379
	Iteration 16Q: 3 clusters Score -886629.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -886634.125000 Penalty: 4515.463379
	Iteration 17Q: 3 clusters Score -886634.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -886646.750000 Penalty: 4515.463379
	Iteration 18Q: 3 clusters Score -886646.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -886650.937500 Penalty: 4515.463379
	Iteration 19Q: 3 clusters Score -886650.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -886651.687500 Penalty: 4515.463379
	Iteration 20F: 3 clusters Score -886651.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -886652.000000 Penalty: 4515.463379
	Iteration 21Q: 3 clusters Score -886652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -886654.562500 Penalty: 4515.463379
	Iteration 22Q: 3 clusters Score -886654.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -886654.687500 Penalty: 4515.463379
	Iteration 23Q: 3 clusters Score -886654.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -886654.125000 Penalty: 4515.463379
	Iteration 24Q: 3 clusters Score -886654.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -886655.312500 Penalty: 4515.463379
	Iteration 25Q: 3 clusters Score -886655.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -886655.250000 Penalty: 4515.463379
	Iteration 26Q: 3 clusters Score -886655.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -886654.500000 Penalty: 4515.463379
	Iteration 27Q: 3 clusters Score -886654.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -886655.062500 Penalty: 4515.463379
	Iteration 28Q: 3 clusters Score -886655.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -886655.187500 Penalty: 4515.463379
	Iteration 29Q: 3 clusters Score -886655.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -886655.437500 Penalty: 4515.463379
	Iteration 30Q: 3 clusters Score -886655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -886655.750000 Penalty: 4515.463379
	Iteration 31Q: 3 clusters Score -886655.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -886657.000000 Penalty: 4515.463379
	Iteration 32Q: 3 clusters Score -886657 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -886658.625000 Penalty: 4515.463379
	Iteration 33Q: 3 clusters Score -886658.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -886658.937500 Penalty: 4515.463379
	Iteration 34Q: 3 clusters Score -886658.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5348 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -886658.937500 Penalty: 4515.463379
	Iteration 35F: 3 clusters Score -886658.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (38532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Entering Unmasked Estep 
Score: -4574481.000000 Penalty: 2618.692627
	Iteration 0F: 2 clusters Score -4574481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19461 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -4548618.500000 Penalty: 5237.385254
	Iteration 0F: 3 clusters Score -4548618 nChanged 17432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -4558160.000000 Penalty: 5237.385254
	Iteration 1F: 3 clusters Score -4558160 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -4558883.500000 Penalty: 5237.385254
	Iteration 2Q: 3 clusters Score -4558884 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4559688.500000 Penalty: 5237.385254
	Iteration 3Q: 3 clusters Score -4559688 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4560653.000000 Penalty: 5237.385254
	Iteration 4Q: 3 clusters Score -4560653 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -4561842.000000 Penalty: 5237.385254
	Iteration 5F: 3 clusters Score -4561842 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -4563287.000000 Penalty: 5237.385254
	Iteration 6F: 3 clusters Score -4563287 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -4564908.500000 Penalty: 5237.385254
	Iteration 7F: 3 clusters Score -4564908 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29143 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -4566443.000000 Penalty: 5237.385254
	Iteration 8F: 3 clusters Score -4566443 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -4567741.500000 Penalty: 5237.385254
	Iteration 9Q: 3 clusters Score -4567742 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31873 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -4568724.500000 Penalty: 5237.385254
	Iteration 10Q: 3 clusters Score -4568724 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -4569400.500000 Penalty: 5237.385254
	Iteration 11Q: 3 clusters Score -4569400 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33758 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -4569972.500000 Penalty: 5237.385254
	Iteration 12Q: 3 clusters Score -4569972 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34470 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -4570413.500000 Penalty: 5237.385254
	Iteration 13Q: 3 clusters Score -4570414 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -4570700.000000 Penalty: 5237.385254
	Iteration 14Q: 3 clusters Score -4570700 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35539 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -4570957.500000 Penalty: 5237.385254
	Iteration 15Q: 3 clusters Score -4570958 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35937 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -4571176.500000 Penalty: 5237.385254
	Iteration 16Q: 3 clusters Score -4571176 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36279 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -4571350.500000 Penalty: 5237.385254
	Iteration 17Q: 3 clusters Score -4571350 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36574 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -4571485.000000 Penalty: 5237.385254
	Iteration 18Q: 3 clusters Score -4571485 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -4571646.000000 Penalty: 5237.385254
	Iteration 19Q: 3 clusters Score -4571646 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37058 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4571782.000000 Penalty: 5237.385254
	Iteration 20F: 3 clusters Score -4571782 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37220 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4571869.500000 Penalty: 5237.385254
	Iteration 21Q: 3 clusters Score -4571870 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37349 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -4571938.000000 Penalty: 5237.385254
	Iteration 22Q: 3 clusters Score -4571938 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37443 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -4572001.500000 Penalty: 5237.385254
	Iteration 23Q: 3 clusters Score -4572002 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37499 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -4572021.500000 Penalty: 5237.385254
	Iteration 24Q: 3 clusters Score -4572022 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4572063.500000 Penalty: 5237.385254
	Iteration 25Q: 3 clusters Score -4572064 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37598 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -4572097.000000 Penalty: 5237.385254
	Iteration 26Q: 3 clusters Score -4572097 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37637 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -4572118.500000 Penalty: 5237.385254
	Iteration 27Q: 3 clusters Score -4572118 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37671 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -4572132.500000 Penalty: 5237.385254
	Iteration 28Q: 3 clusters Score -4572132 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37700 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -4572152.500000 Penalty: 5237.385254
	Iteration 29Q: 3 clusters Score -4572152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37718 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -4572166.500000 Penalty: 5237.385254
	Iteration 30Q: 3 clusters Score -4572166 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -4572172.000000 Penalty: 5237.385254
	Iteration 31Q: 3 clusters Score -4572172 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37746 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -4572179.000000 Penalty: 5237.385254
	Iteration 32Q: 3 clusters Score -4572179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37754 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -4572186.500000 Penalty: 5237.385254
	Iteration 33Q: 3 clusters Score -4572186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4572196.000000 Penalty: 5237.385254
	Iteration 34Q: 3 clusters Score -4572196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -4572201.500000 Penalty: 5237.385254
	Iteration 35Q: 3 clusters Score -4572202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4572203.500000 Penalty: 5237.385254
	Iteration 36Q: 3 clusters Score -4572204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4572205.500000 Penalty: 5237.385254
	Iteration 37Q: 3 clusters Score -4572206 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4572207.500000 Penalty: 5237.385254
	Iteration 38Q: 3 clusters Score -4572208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37779 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -4572207.500000 Penalty: 5237.385254
	Iteration 39F: 3 clusters Score -4572208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35347 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35347 members 
Entering Unmasked Estep 
Score: -3948850.750000 Penalty: 2597.296387
	Iteration 0F: 2 clusters Score -3948851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -3924710.250000 Penalty: 5194.592773
	Iteration 0F: 3 clusters Score -3924710 nChanged 16074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -3933670.500000 Penalty: 5194.592773
	Iteration 1F: 3 clusters Score -3933670 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 18700 members 
Entering Unmasked Estep 
Score: -3934398.000000 Penalty: 5194.592773
	Iteration 2F: 3 clusters Score -3934398 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -3935282.000000 Penalty: 5194.592773
	Iteration 3F: 3 clusters Score -3935282 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -3936413.500000 Penalty: 5194.592773
	Iteration 4F: 3 clusters Score -3936414 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3937872.250000 Penalty: 5194.592773
	Iteration 5F: 3 clusters Score -3937872 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -3939403.000000 Penalty: 5194.592773
	Iteration 6F: 3 clusters Score -3939403 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 24764 members 
Entering Unmasked Estep 
Score: -3940844.500000 Penalty: 5194.592773
	Iteration 7F: 3 clusters Score -3940844 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -3942196.000000 Penalty: 5194.592773
	Iteration 8F: 3 clusters Score -3942196 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -3943407.500000 Penalty: 5194.592773
	Iteration 9Q: 3 clusters Score -3943408 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 28638 members 
Entering Unmasked Estep 
Score: -3944542.250000 Penalty: 5194.592773
	Iteration 10Q: 3 clusters Score -3944542 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -3945421.000000 Penalty: 5194.592773
	Iteration 11Q: 3 clusters Score -3945421 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 30119 members 
Entering Unmasked Estep 
Score: -3945998.500000 Penalty: 5194.592773
	Iteration 12Q: 3 clusters Score -3945998 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 30555 members 
Entering Unmasked Estep 
Score: -3946373.500000 Penalty: 5194.592773
	Iteration 13Q: 3 clusters Score -3946374 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -3946676.750000 Penalty: 5194.592773
	Iteration 14Q: 3 clusters Score -3946677 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -3946936.500000 Penalty: 5194.592773
	Iteration 15Q: 3 clusters Score -3946936 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -3947087.000000 Penalty: 5194.592773
	Iteration 16Q: 3 clusters Score -3947087 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 31597 members 
Entering Unmasked Estep 
Score: -3947201.500000 Penalty: 5194.592773
	Iteration 17Q: 3 clusters Score -3947202 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -3947260.000000 Penalty: 5194.592773
	Iteration 18Q: 3 clusters Score -3947260 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 31848 members 
Entering Unmasked Estep 
Score: -3947305.250000 Penalty: 5194.592773
	Iteration 19Q: 3 clusters Score -3947305 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 31934 members 
Entering Unmasked Estep 
Score: -3947333.250000 Penalty: 5194.592773
	Iteration 20F: 3 clusters Score -3947333 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -3947346.000000 Penalty: 5194.592773
	Iteration 21Q: 3 clusters Score -3947346 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -3947356.500000 Penalty: 5194.592773
	Iteration 22Q: 3 clusters Score -3947356 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 32093 members 
Entering Unmasked Estep 
Score: -3947376.250000 Penalty: 5194.592773
	Iteration 23Q: 3 clusters Score -3947376 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -3947390.250000 Penalty: 5194.592773
	Iteration 24Q: 3 clusters Score -3947390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -3947388.000000 Penalty: 5194.592773
	Iteration 25Q: 3 clusters Score -3947388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 32195 members 
Entering Unmasked Estep 
Score: -3947392.500000 Penalty: 5194.592773
	Iteration 26Q: 3 clusters Score -3947392 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -3947394.500000 Penalty: 5194.592773
	Iteration 27Q: 3 clusters Score -3947394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 32228 members 
Entering Unmasked Estep 
Score: -3947396.000000 Penalty: 5194.592773
	Iteration 28Q: 3 clusters Score -3947396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -3947398.500000 Penalty: 5194.592773
	Iteration 29Q: 3 clusters Score -3947398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 32255 members 
Entering Unmasked Estep 
Score: -3947402.500000 Penalty: 5194.592773
	Iteration 30Q: 3 clusters Score -3947402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 32268 members 
Entering Unmasked Estep 
Score: -3947412.000000 Penalty: 5194.592773
	Iteration 31Q: 3 clusters Score -3947412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -3947411.750000 Penalty: 5194.592773
	Iteration 32Q: 3 clusters Score -3947412 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 32306 members 
Entering Unmasked Estep 
Score: -3947411.750000 Penalty: 5194.592773
	Iteration 33Q: 3 clusters Score -3947412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -3947416.000000 Penalty: 5194.592773
	Iteration 34Q: 3 clusters Score -3947416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -3947415.750000 Penalty: 5194.592773
	Iteration 35Q: 3 clusters Score -3947416 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 32338 members 
Entering Unmasked Estep 
Score: -3947423.250000 Penalty: 5194.592773
	Iteration 36Q: 3 clusters Score -3947423 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 32344 members 
Entering Unmasked Estep 
Score: -3947420.000000 Penalty: 5194.592773
	Iteration 37Q: 3 clusters Score -3947420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -3947418.250000 Penalty: 5194.592773
	Iteration 38Q: 3 clusters Score -3947418 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -3947423.000000 Penalty: 5194.592773
	Iteration 39Q: 3 clusters Score -3947423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 32365 members 
Entering Unmasked Estep 
Score: -3947420.500000 Penalty: 5194.592773
	Iteration 40F: 3 clusters Score -3947420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 32373 members 
Entering Unmasked Estep 
Score: -3947424.750000 Penalty: 5194.592773
	Iteration 41Q: 3 clusters Score -3947425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 32381 members 
Entering Unmasked Estep 
Score: -3947422.250000 Penalty: 5194.592773
	Iteration 42Q: 3 clusters Score -3947422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 32385 members 
Entering Unmasked Estep 
Score: -3947418.750000 Penalty: 5194.592773
	Iteration 43Q: 3 clusters Score -3947419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -3947418.500000 Penalty: 5194.592773
	Iteration 44Q: 3 clusters Score -3947418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 32391 members 
Entering Unmasked Estep 
Score: -3947417.750000 Penalty: 5194.592773
	Iteration 45Q: 3 clusters Score -3947418 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -3947416.250000 Penalty: 5194.592773
	Iteration 46Q: 3 clusters Score -3947416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 32395 members 
Entering Unmasked Estep 
Score: -3947423.000000 Penalty: 5194.592773
	Iteration 47Q: 3 clusters Score -3947423 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -3947422.500000 Penalty: 5194.592773
	Iteration 48Q: 3 clusters Score -3947422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -3947421.500000 Penalty: 5194.592773
	Iteration 49Q: 3 clusters Score -3947422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 32399 members 
Entering Unmasked Estep 
Score: -3947421.500000 Penalty: 5194.592773
	Iteration 50F: 3 clusters Score -3947422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (56165 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56165 members 
Entering Unmasked Estep 
Score: -6689441.000000 Penalty: 2712.140381
	Iteration 0F: 2 clusters Score -6689441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 28115 members 
Entering Unmasked Estep 
Score: -6651449.000000 Penalty: 5424.280762
	Iteration 0F: 3 clusters Score -6651449 nChanged 26062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 27823 members 
Entering Unmasked Estep 
Score: -6666277.500000 Penalty: 5424.280762
	Iteration 1F: 3 clusters Score -6666278 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28383 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -6667172.000000 Penalty: 5424.280762
	Iteration 2Q: 3 clusters Score -6667172 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28470 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -6668480.500000 Penalty: 5424.280762
	Iteration 3Q: 3 clusters Score -6668480 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28605 members 
Mstep: Class 2 contains 27560 members 
Entering Unmasked Estep 
Score: -6670177.500000 Penalty: 5424.280762
	Iteration 4F: 3 clusters Score -6670178 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28939 members 
Mstep: Class 2 contains 27226 members 
Entering Unmasked Estep 
Score: -6672354.000000 Penalty: 5424.280762
	Iteration 5F: 3 clusters Score -6672354 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29658 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -6674788.000000 Penalty: 5424.280762
	Iteration 6F: 3 clusters Score -6674788 nChanged 3736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30662 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -6677403.000000 Penalty: 5424.280762
	Iteration 7F: 3 clusters Score -6677403 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31732 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -6679597.000000 Penalty: 5424.280762
	Iteration 8F: 3 clusters Score -6679597 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -6681033.500000 Penalty: 5424.280762
	Iteration 9Q: 3 clusters Score -6681034 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33558 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -6681719.000000 Penalty: 5424.280762
	Iteration 10Q: 3 clusters Score -6681719 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -6682079.500000 Penalty: 5424.280762
	Iteration 11Q: 3 clusters Score -6682080 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -6682324.000000 Penalty: 5424.280762
	Iteration 12Q: 3 clusters Score -6682324 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35701 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -6682473.500000 Penalty: 5424.280762
	Iteration 13Q: 3 clusters Score -6682474 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36391 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -6682702.500000 Penalty: 5424.280762
	Iteration 14Q: 3 clusters Score -6682702 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37079 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -6682899.000000 Penalty: 5424.280762
	Iteration 15Q: 3 clusters Score -6682899 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37788 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -6683116.500000 Penalty: 5424.280762
	Iteration 16Q: 3 clusters Score -6683116 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -6683325.500000 Penalty: 5424.280762
	Iteration 17Q: 3 clusters Score -6683326 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -6683481.500000 Penalty: 5424.280762
	Iteration 18Q: 3 clusters Score -6683482 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39864 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -6683635.000000 Penalty: 5424.280762
	Iteration 19Q: 3 clusters Score -6683635 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40485 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -6683805.000000 Penalty: 5424.280762
	Iteration 20F: 3 clusters Score -6683805 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -6683966.500000 Penalty: 5424.280762
	Iteration 21Q: 3 clusters Score -6683966 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41773 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -6684131.000000 Penalty: 5424.280762
	Iteration 22Q: 3 clusters Score -6684131 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -6684298.500000 Penalty: 5424.280762
	Iteration 23Q: 3 clusters Score -6684298 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42998 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -6684458.000000 Penalty: 5424.280762
	Iteration 24Q: 3 clusters Score -6684458 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43635 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -6684643.500000 Penalty: 5424.280762
	Iteration 25Q: 3 clusters Score -6684644 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44324 members 
Mstep: Class 2 contains 11841 members 
Entering Unmasked Estep 
Score: -6684889.000000 Penalty: 5424.280762
	Iteration 26Q: 3 clusters Score -6684889 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -6685103.000000 Penalty: 5424.280762
	Iteration 27Q: 3 clusters Score -6685103 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45546 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -6685240.500000 Penalty: 5424.280762
	Iteration 28Q: 3 clusters Score -6685240 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46082 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -6685429.000000 Penalty: 5424.280762
	Iteration 29Q: 3 clusters Score -6685429 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46625 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -6685652.500000 Penalty: 5424.280762
	Iteration 30Q: 3 clusters Score -6685652 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47167 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -6685857.000000 Penalty: 5424.280762
	Iteration 31Q: 3 clusters Score -6685857 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47681 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -6686018.000000 Penalty: 5424.280762
	Iteration 32Q: 3 clusters Score -6686018 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48178 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -6686162.500000 Penalty: 5424.280762
	Iteration 33Q: 3 clusters Score -6686162 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48643 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -6686342.000000 Penalty: 5424.280762
	Iteration 34Q: 3 clusters Score -6686342 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49061 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -6686494.500000 Penalty: 5424.280762
	Iteration 35Q: 3 clusters Score -6686494 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -6686591.500000 Penalty: 5424.280762
	Iteration 36Q: 3 clusters Score -6686592 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49777 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -6686744.000000 Penalty: 5424.280762
	Iteration 37Q: 3 clusters Score -6686744 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50087 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -6686879.500000 Penalty: 5424.280762
	Iteration 38Q: 3 clusters Score -6686880 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50382 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -6686938.500000 Penalty: 5424.280762
	Iteration 39Q: 3 clusters Score -6686938 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50656 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -6687048.000000 Penalty: 5424.280762
	Iteration 40F: 3 clusters Score -6687048 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50914 members 
Mstep: Class 2 contains 5251 members 
Entering Unmasked Estep 
Score: -6687132.500000 Penalty: 5424.280762
	Iteration 41Q: 3 clusters Score -6687132 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51152 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -6687213.500000 Penalty: 5424.280762
	Iteration 42Q: 3 clusters Score -6687214 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51353 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -6687287.000000 Penalty: 5424.280762
	Iteration 43Q: 3 clusters Score -6687287 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -6687362.000000 Penalty: 5424.280762
	Iteration 44Q: 3 clusters Score -6687362 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51694 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -6687434.500000 Penalty: 5424.280762
	Iteration 45Q: 3 clusters Score -6687434 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -6687467.000000 Penalty: 5424.280762
	Iteration 46Q: 3 clusters Score -6687467 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -6687528.500000 Penalty: 5424.280762
	Iteration 47Q: 3 clusters Score -6687528 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -6687553.000000 Penalty: 5424.280762
	Iteration 48Q: 3 clusters Score -6687553 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52180 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -6687556.500000 Penalty: 5424.280762
	Iteration 49Q: 3 clusters Score -6687556 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52258 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -6687582.000000 Penalty: 5424.280762
	Iteration 50Q: 3 clusters Score -6687582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52328 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -6687596.500000 Penalty: 5424.280762
	Iteration 51Q: 3 clusters Score -6687596 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52407 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -6687622.000000 Penalty: 5424.280762
	Iteration 52Q: 3 clusters Score -6687622 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6687666.500000 Penalty: 5424.280762
	Iteration 53Q: 3 clusters Score -6687666 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52547 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -6687676.500000 Penalty: 5424.280762
	Iteration 54Q: 3 clusters Score -6687676 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52608 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -6687680.500000 Penalty: 5424.280762
	Iteration 55Q: 3 clusters Score -6687680 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52653 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -6687695.500000 Penalty: 5424.280762
	Iteration 56Q: 3 clusters Score -6687696 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -6687694.500000 Penalty: 5424.280762
	Iteration 57Q: 3 clusters Score -6687694 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -6687687.000000 Penalty: 5424.280762
	Iteration 58Q: 3 clusters Score -6687687 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -6687691.000000 Penalty: 5424.280762
	Iteration 59Q: 3 clusters Score -6687691 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -6687708.000000 Penalty: 5424.280762
	Iteration 60F: 3 clusters Score -6687708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52801 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -6687704.500000 Penalty: 5424.280762
	Iteration 61Q: 3 clusters Score -6687704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -6687700.500000 Penalty: 5424.280762
	Iteration 62Q: 3 clusters Score -6687700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -6687704.500000 Penalty: 5424.280762
	Iteration 63Q: 3 clusters Score -6687704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52819 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -6687707.000000 Penalty: 5424.280762
	Iteration 64Q: 3 clusters Score -6687707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52822 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6687712.000000 Penalty: 5424.280762
	Iteration 65Q: 3 clusters Score -6687712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -6687711.500000 Penalty: 5424.280762
	Iteration 66Q: 3 clusters Score -6687712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52823 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -6687711.500000 Penalty: 5424.280762
	Iteration 67F: 3 clusters Score -6687712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2241 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Entering Unmasked Estep 
Score: -237254.703125 Penalty: 1913.239990
	Iteration 0F: 2 clusters Score -237254.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -234580.609375 Penalty: 3826.479980
	Iteration 0F: 3 clusters Score -234580.6 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -235720.875000 Penalty: 3826.479980
	Iteration 1F: 3 clusters Score -235720.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -236293.625000 Penalty: 3826.479980
	Iteration 2F: 3 clusters Score -236293.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -236870.203125 Penalty: 3826.479980
	Iteration 3F: 3 clusters Score -236870.2 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -237488.921875 Penalty: 3826.479980
	Iteration 4F: 3 clusters Score -237488.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -237740.375000 Penalty: 3826.479980
	Iteration 5F: 3 clusters Score -237740.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -237842.109375 Penalty: 3826.479980
	Iteration 6Q: 3 clusters Score -237842.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -237871.609375 Penalty: 3826.479980
	Iteration 7Q: 3 clusters Score -237871.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -237893.140625 Penalty: 3826.479980
	Iteration 8Q: 3 clusters Score -237893.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -237904.203125 Penalty: 3826.479980
	Iteration 9Q: 3 clusters Score -237904.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -237908.875000 Penalty: 3826.479980
	Iteration 10Q: 3 clusters Score -237908.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -237914.656250 Penalty: 3826.479980
	Iteration 11Q: 3 clusters Score -237914.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -237918.562500 Penalty: 3826.479980
	Iteration 12Q: 3 clusters Score -237918.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -237919.750000 Penalty: 3826.479980
	Iteration 13Q: 3 clusters Score -237919.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -237921.234375 Penalty: 3826.479980
	Iteration 14Q: 3 clusters Score -237921.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -237923.140625 Penalty: 3826.479980
	Iteration 15Q: 3 clusters Score -237923.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -237926.750000 Penalty: 3826.479980
	Iteration 16Q: 3 clusters Score -237926.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -237929.140625 Penalty: 3826.479980
	Iteration 17Q: 3 clusters Score -237929.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -237931.125000 Penalty: 3826.479980
	Iteration 18Q: 3 clusters Score -237931.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -237931.843750 Penalty: 3826.479980
	Iteration 19Q: 3 clusters Score -237931.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -237932.843750 Penalty: 3826.479980
	Iteration 20F: 3 clusters Score -237932.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -237934.000000 Penalty: 3826.479980
	Iteration 21Q: 3 clusters Score -237934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -237934.250000 Penalty: 3826.479980
	Iteration 22Q: 3 clusters Score -237934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -237934.250000 Penalty: 3826.479980
	Iteration 23F: 3 clusters Score -237934.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 20435 members 
Mstep: Class 4 contains 210257 members 
Mstep: Class 5 contains 170459 members 
Mstep: Class 6 contains 229157 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 8989 members 
Mstep: Class 10 contains 38532 members 
Mstep: Class 11 contains 35347 members 
Mstep: Class 12 contains 56165 members 
Mstep: Class 13 contains 1383 members 
Mstep: Class 14 contains 76334 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 16 contains 11479 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 199274 members 
Mstep: Class 19 contains 68588 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 201690 members 
Mstep: Class 23 contains 23991 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 858 members 
Entering Unmasked Estep 
Score: -161428400.000000 Penalty: 94850.351562
Splitting cluster 13 changes total score from -161429136.000000 to -161428400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (76334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76334 members 
Entering Unmasked Estep 
Score: -8727118.000000 Penalty: 2788.232910
	Iteration 0F: 2 clusters Score -8727118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 38197 members 
Entering Unmasked Estep 
Score: -8676031.000000 Penalty: 5576.465820
	Iteration 0F: 3 clusters Score -8676031 nChanged 35837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -8696025.000000 Penalty: 5576.465820
	Iteration 1F: 3 clusters Score -8696025 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8696759.000000 Penalty: 5576.465820
	Iteration 2Q: 3 clusters Score -8696759 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36414 members 
Mstep: Class 2 contains 39920 members 
Entering Unmasked Estep 
Score: -8697547.000000 Penalty: 5576.465820
	Iteration 3Q: 3 clusters Score -8697547 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35322 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -8698442.000000 Penalty: 5576.465820
	Iteration 4Q: 3 clusters Score -8698442 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 42550 members 
Entering Unmasked Estep 
Score: -8699600.000000 Penalty: 5576.465820
	Iteration 5Q: 3 clusters Score -8699600 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31714 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -8701067.000000 Penalty: 5576.465820
	Iteration 6Q: 3 clusters Score -8701067 nChanged 3926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28996 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -8702846.000000 Penalty: 5576.465820
	Iteration 7F: 3 clusters Score -8702846 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 50626 members 
Entering Unmasked Estep 
Score: -8704957.000000 Penalty: 5576.465820
	Iteration 8F: 3 clusters Score -8704957 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 54197 members 
Entering Unmasked Estep 
Score: -8707135.000000 Penalty: 5576.465820
	Iteration 9F: 3 clusters Score -8707135 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 57947 members 
Entering Unmasked Estep 
Score: -8709454.000000 Penalty: 5576.465820
	Iteration 10F: 3 clusters Score -8709454 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -8711912.000000 Penalty: 5576.465820
	Iteration 11F: 3 clusters Score -8711912 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 65519 members 
Entering Unmasked Estep 
Score: -8714690.000000 Penalty: 5576.465820
	Iteration 12Q: 3 clusters Score -8714690 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7265 members 
Mstep: Class 2 contains 69069 members 
Entering Unmasked Estep 
Score: -8717945.000000 Penalty: 5576.465820
	Iteration 13Q: 3 clusters Score -8717945 nChanged 3073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 72118 members 
Entering Unmasked Estep 
Score: -8721161.000000 Penalty: 5576.465820
	Iteration 14Q: 3 clusters Score -8721161 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 74099 members 
Entering Unmasked Estep 
Score: -8723186.000000 Penalty: 5576.465820
	Iteration 15Q: 3 clusters Score -8723186 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 75091 members 
Entering Unmasked Estep 
Score: -8724045.000000 Penalty: 5576.465820
	Iteration 16Q: 3 clusters Score -8724045 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 75512 members 
Entering Unmasked Estep 
Score: -8724364.000000 Penalty: 5576.465820
	Iteration 17Q: 3 clusters Score -8724364 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 75711 members 
Entering Unmasked Estep 
Score: -8724558.000000 Penalty: 5576.465820
	Iteration 18Q: 3 clusters Score -8724558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -8724662.000000 Penalty: 5576.465820
	Iteration 19Q: 3 clusters Score -8724662 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 75825 members 
Entering Unmasked Estep 
Score: -8724703.000000 Penalty: 5576.465820
	Iteration 20F: 3 clusters Score -8724703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 75852 members 
Entering Unmasked Estep 
Score: -8724736.000000 Penalty: 5576.465820
	Iteration 21Q: 3 clusters Score -8724736 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 75871 members 
Entering Unmasked Estep 
Score: -8724767.000000 Penalty: 5576.465820
	Iteration 22Q: 3 clusters Score -8724767 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 75882 members 
Entering Unmasked Estep 
Score: -8724781.000000 Penalty: 5576.465820
	Iteration 23Q: 3 clusters Score -8724781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 75887 members 
Entering Unmasked Estep 
Score: -8724776.000000 Penalty: 5576.465820
	Iteration 24Q: 3 clusters Score -8724776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 75892 members 
Entering Unmasked Estep 
Score: -8724781.000000 Penalty: 5576.465820
	Iteration 25Q: 3 clusters Score -8724781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -8724778.000000 Penalty: 5576.465820
	Iteration 26Q: 3 clusters Score -8724778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 75896 members 
Entering Unmasked Estep 
Score: -8724782.000000 Penalty: 5576.465820
	Iteration 27Q: 3 clusters Score -8724782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 75898 members 
Entering Unmasked Estep 
Score: -8724787.000000 Penalty: 5576.465820
	Iteration 28Q: 3 clusters Score -8724787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 75902 members 
Entering Unmasked Estep 
Score: -8724788.000000 Penalty: 5576.465820
	Iteration 29Q: 3 clusters Score -8724788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 75906 members 
Entering Unmasked Estep 
Score: -8724798.000000 Penalty: 5576.465820
	Iteration 30Q: 3 clusters Score -8724798 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 75908 members 
Entering Unmasked Estep 
Score: -8724809.000000 Penalty: 5576.465820
	Iteration 31Q: 3 clusters Score -8724809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -8724810.000000 Penalty: 5576.465820
	Iteration 32Q: 3 clusters Score -8724810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -8724808.000000 Penalty: 5576.465820
	Iteration 33Q: 3 clusters Score -8724808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 75914 members 
Entering Unmasked Estep 
Score: -8724808.000000 Penalty: 5576.465820
	Iteration 34F: 3 clusters Score -8724808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Entering Unmasked Estep 
Score: -2188907.000000 Penalty: 2450.205566
	Iteration 0F: 2 clusters Score -2188907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2175177.000000 Penalty: 4900.411133
	Iteration 0F: 3 clusters Score -2175177 nChanged 8507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9052 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -2179682.750000 Penalty: 4900.411133
	Iteration 1F: 3 clusters Score -2179683 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2180135.000000 Penalty: 4900.411133
	Iteration 2F: 3 clusters Score -2180135 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2180656.250000 Penalty: 4900.411133
	Iteration 3F: 3 clusters Score -2180656 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 12301 members 
Entering Unmasked Estep 
Score: -2181315.250000 Penalty: 4900.411133
	Iteration 4F: 3 clusters Score -2181315 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2182165.250000 Penalty: 4900.411133
	Iteration 5F: 3 clusters Score -2182165 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2183115.000000 Penalty: 4900.411133
	Iteration 6F: 3 clusters Score -2183115 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 15058 members 
Entering Unmasked Estep 
Score: -2184043.250000 Penalty: 4900.411133
	Iteration 7F: 3 clusters Score -2184043 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2184793.500000 Penalty: 4900.411133
	Iteration 8F: 3 clusters Score -2184794 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2185355.500000 Penalty: 4900.411133
	Iteration 9Q: 3 clusters Score -2185356 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -2185766.750000 Penalty: 4900.411133
	Iteration 10Q: 3 clusters Score -2185767 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2186074.250000 Penalty: 4900.411133
	Iteration 11Q: 3 clusters Score -2186074 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2186294.500000 Penalty: 4900.411133
	Iteration 12Q: 3 clusters Score -2186294 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -2186443.000000 Penalty: 4900.411133
	Iteration 13Q: 3 clusters Score -2186443 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2186546.250000 Penalty: 4900.411133
	Iteration 14Q: 3 clusters Score -2186546 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2186620.000000 Penalty: 4900.411133
	Iteration 15Q: 3 clusters Score -2186620 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2186691.500000 Penalty: 4900.411133
	Iteration 16Q: 3 clusters Score -2186692 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2186751.000000 Penalty: 4900.411133
	Iteration 17Q: 3 clusters Score -2186751 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2186786.250000 Penalty: 4900.411133
	Iteration 18Q: 3 clusters Score -2186786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -2186821.000000 Penalty: 4900.411133
	Iteration 19Q: 3 clusters Score -2186821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2186833.250000 Penalty: 4900.411133
	Iteration 20F: 3 clusters Score -2186833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2186848.750000 Penalty: 4900.411133
	Iteration 21Q: 3 clusters Score -2186849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -2186855.500000 Penalty: 4900.411133
	Iteration 22Q: 3 clusters Score -2186856 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2186868.250000 Penalty: 4900.411133
	Iteration 23Q: 3 clusters Score -2186868 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2186887.250000 Penalty: 4900.411133
	Iteration 24Q: 3 clusters Score -2186887 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2186890.750000 Penalty: 4900.411133
	Iteration 25Q: 3 clusters Score -2186891 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 18630 members 
Entering Unmasked Estep 
Score: -2186903.250000 Penalty: 4900.411133
	Iteration 26Q: 3 clusters Score -2186903 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -2186904.500000 Penalty: 4900.411133
	Iteration 27Q: 3 clusters Score -2186904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2186913.000000 Penalty: 4900.411133
	Iteration 28Q: 3 clusters Score -2186913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2186917.250000 Penalty: 4900.411133
	Iteration 29Q: 3 clusters Score -2186917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2186926.750000 Penalty: 4900.411133
	Iteration 30Q: 3 clusters Score -2186927 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2186935.500000 Penalty: 4900.411133
	Iteration 31Q: 3 clusters Score -2186936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2186935.000000 Penalty: 4900.411133
	Iteration 32Q: 3 clusters Score -2186935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2186939.000000 Penalty: 4900.411133
	Iteration 33Q: 3 clusters Score -2186939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2186948.000000 Penalty: 4900.411133
	Iteration 34Q: 3 clusters Score -2186948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2186946.750000 Penalty: 4900.411133
	Iteration 35Q: 3 clusters Score -2186947 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18716 members 
Entering Unmasked Estep 
Score: -2186949.500000 Penalty: 4900.411133
	Iteration 36Q: 3 clusters Score -2186950 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -2186952.750000 Penalty: 4900.411133
	Iteration 37Q: 3 clusters Score -2186953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
Score: -2186956.250000 Penalty: 4900.411133
	Iteration 38Q: 3 clusters Score -2186956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2186956.750000 Penalty: 4900.411133
	Iteration 39Q: 3 clusters Score -2186957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2186957.250000 Penalty: 4900.411133
	Iteration 40F: 3 clusters Score -2186957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Entering Unmasked Estep 
Score: -1003965.312500 Penalty: 2318.372070
	Iteration 0F: 2 clusters Score -1003965 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -995225.062500 Penalty: 4636.744141
	Iteration 0F: 3 clusters Score -995225.1 nChanged 4886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -998423.125000 Penalty: 4636.744141
	Iteration 1F: 3 clusters Score -998423.1 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -999957.250000 Penalty: 4636.744141
	Iteration 2F: 3 clusters Score -999957.2 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1001765.875000 Penalty: 4636.744141
	Iteration 3F: 3 clusters Score -1001766 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -1002882.375000 Penalty: 4636.744141
	Iteration 4F: 3 clusters Score -1002882 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -1003369.812500 Penalty: 4636.744141
	Iteration 5F: 3 clusters Score -1003370 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -1003542.187500 Penalty: 4636.744141
	Iteration 6Q: 3 clusters Score -1003542 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5613 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1003612.312500 Penalty: 4636.744141
	Iteration 7Q: 3 clusters Score -1003612 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1003646.062500 Penalty: 4636.744141
	Iteration 8Q: 3 clusters Score -1003646 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1003661.437500 Penalty: 4636.744141
	Iteration 9Q: 3 clusters Score -1003661 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1003678.562500 Penalty: 4636.744141
	Iteration 10Q: 3 clusters Score -1003679 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1003690.500000 Penalty: 4636.744141
	Iteration 11Q: 3 clusters Score -1003690 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1003694.687500 Penalty: 4636.744141
	Iteration 12Q: 3 clusters Score -1003695 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1003705.187500 Penalty: 4636.744141
	Iteration 13Q: 3 clusters Score -1003705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -1003703.750000 Penalty: 4636.744141
	Iteration 14Q: 3 clusters Score -1003704 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1003707.750000 Penalty: 4636.744141
	Iteration 15Q: 3 clusters Score -1003708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1003708.937500 Penalty: 4636.744141
	Iteration 16Q: 3 clusters Score -1003709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1003712.250000 Penalty: 4636.744141
	Iteration 17Q: 3 clusters Score -1003712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -1003714.687500 Penalty: 4636.744141
	Iteration 18Q: 3 clusters Score -1003715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1003713.437500 Penalty: 4636.744141
	Iteration 19Q: 3 clusters Score -1003713 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1003713.812500 Penalty: 4636.744141
	Iteration 20F: 3 clusters Score -1003714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -1003714.875000 Penalty: 4636.744141
	Iteration 21Q: 3 clusters Score -1003715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1003712.937500 Penalty: 4636.744141
	Iteration 22Q: 3 clusters Score -1003713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1003714.687500 Penalty: 4636.744141
	Iteration 23Q: 3 clusters Score -1003715 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1003715.625000 Penalty: 4636.744141
	Iteration 24Q: 3 clusters Score -1003716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1003717.125000 Penalty: 4636.744141
	Iteration 25Q: 3 clusters Score -1003717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1003717.125000 Penalty: 4636.744141
	Iteration 26F: 3 clusters Score -1003717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Entering Unmasked Estep 
Score: -1004720.062500 Penalty: 2256.320801
	Iteration 0F: 2 clusters Score -1004720 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -997681.250000 Penalty: 4512.641602
	Iteration 0F: 3 clusters Score -997681.2 nChanged 3725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -999581.000000 Penalty: 4512.641602
	Iteration 1F: 3 clusters Score -999581 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -999854.000000 Penalty: 4512.641602
	Iteration 2F: 3 clusters Score -999854 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1000050.875000 Penalty: 4512.641602
	Iteration 3F: 3 clusters Score -1000051 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1000194.812500 Penalty: 4512.641602
	Iteration 4Q: 3 clusters Score -1000195 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1000305.625000 Penalty: 4512.641602
	Iteration 5Q: 3 clusters Score -1000306 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1000409.187500 Penalty: 4512.641602
	Iteration 6Q: 3 clusters Score -1000409 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1000536.062500 Penalty: 4512.641602
	Iteration 7Q: 3 clusters Score -1000536 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1000673.437500 Penalty: 4512.641602
	Iteration 8Q: 3 clusters Score -1000673 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1000847.562500 Penalty: 4512.641602
	Iteration 9Q: 3 clusters Score -1000848 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1001024.062500 Penalty: 4512.641602
	Iteration 10Q: 3 clusters Score -1001024 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -1001211.937500 Penalty: 4512.641602
	Iteration 11Q: 3 clusters Score -1001212 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1001406.062500 Penalty: 4512.641602
	Iteration 12Q: 3 clusters Score -1001406 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1001620.062500 Penalty: 4512.641602
	Iteration 13Q: 3 clusters Score -1001620 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1001836.937500 Penalty: 4512.641602
	Iteration 14Q: 3 clusters Score -1001837 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 7835 members 
Entering Unmasked Estep 
Score: -1002039.750000 Penalty: 4512.641602
	Iteration 15Q: 3 clusters Score -1002040 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -1002232.562500 Penalty: 4512.641602
	Iteration 16Q: 3 clusters Score -1002233 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1002382.125000 Penalty: 4512.641602
	Iteration 17Q: 3 clusters Score -1002382 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -1002489.812500 Penalty: 4512.641602
	Iteration 18Q: 3 clusters Score -1002490 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1002565.375000 Penalty: 4512.641602
	Iteration 19Q: 3 clusters Score -1002565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -1002616.187500 Penalty: 4512.641602
	Iteration 20F: 3 clusters Score -1002616 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1002647.875000 Penalty: 4512.641602
	Iteration 21Q: 3 clusters Score -1002648 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1002667.437500 Penalty: 4512.641602
	Iteration 22Q: 3 clusters Score -1002667 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1002687.250000 Penalty: 4512.641602
	Iteration 23Q: 3 clusters Score -1002687 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1002702.562500 Penalty: 4512.641602
	Iteration 24Q: 3 clusters Score -1002703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1002714.312500 Penalty: 4512.641602
	Iteration 25Q: 3 clusters Score -1002714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 8569 members 
Entering Unmasked Estep 
Score: -1002721.937500 Penalty: 4512.641602
	Iteration 26Q: 3 clusters Score -1002722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1002726.937500 Penalty: 4512.641602
	Iteration 27Q: 3 clusters Score -1002727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1002729.625000 Penalty: 4512.641602
	Iteration 28Q: 3 clusters Score -1002730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1002730.562500 Penalty: 4512.641602
	Iteration 29Q: 3 clusters Score -1002731 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -1002730.937500 Penalty: 4512.641602
	Iteration 30Q: 3 clusters Score -1002731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 8575 members 
Entering Unmasked Estep 
Score: -1002731.125000 Penalty: 4512.641602
	Iteration 31Q: 3 clusters Score -1002731 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1002732.812500 Penalty: 4512.641602
	Iteration 32Q: 3 clusters Score -1002733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1002734.500000 Penalty: 4512.641602
	Iteration 33Q: 3 clusters Score -1002734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -1002736.937500 Penalty: 4512.641602
	Iteration 34Q: 3 clusters Score -1002737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 8578 members 
Entering Unmasked Estep 
Score: -1002738.937500 Penalty: 4512.641602
	Iteration 35Q: 3 clusters Score -1002739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1002738.750000 Penalty: 4512.641602
	Iteration 36Q: 3 clusters Score -1002739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -1002738.750000 Penalty: 4512.641602
	Iteration 37F: 3 clusters Score -1002739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (199274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199274 members 
Entering Unmasked Estep 
Score: -23540092.000000 Penalty: 3026.204346
	Iteration 0F: 2 clusters Score -2.354009e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99724 members 
Mstep: Class 2 contains 99550 members 
Entering Unmasked Estep 
Score: -23410724.000000 Penalty: 6052.408691
	Iteration 0F: 3 clusters Score -2.341072e+07 nChanged 95718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101100 members 
Mstep: Class 2 contains 98174 members 
Entering Unmasked Estep 
Score: -23466468.000000 Penalty: 6052.408691
	Iteration 1F: 3 clusters Score -2.346647e+07 nChanged 5953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102079 members 
Mstep: Class 2 contains 97195 members 
Entering Unmasked Estep 
Score: -23467866.000000 Penalty: 6052.408691
	Iteration 2Q: 3 clusters Score -2.346787e+07 nChanged 6175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103492 members 
Mstep: Class 2 contains 95782 members 
Entering Unmasked Estep 
Score: -23469224.000000 Penalty: 6052.408691
	Iteration 3Q: 3 clusters Score -2.346922e+07 nChanged 6598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105438 members 
Mstep: Class 2 contains 93836 members 
Entering Unmasked Estep 
Score: -23471140.000000 Penalty: 6052.408691
	Iteration 4Q: 3 clusters Score -2.347114e+07 nChanged 7265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108175 members 
Mstep: Class 2 contains 91099 members 
Entering Unmasked Estep 
Score: -23473486.000000 Penalty: 6052.408691
	Iteration 5Q: 3 clusters Score -2.347349e+07 nChanged 8167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112184 members 
Mstep: Class 2 contains 87090 members 
Entering Unmasked Estep 
Score: -23476748.000000 Penalty: 6052.408691
	Iteration 6Q: 3 clusters Score -2.347675e+07 nChanged 9309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117625 members 
Mstep: Class 2 contains 81649 members 
Entering Unmasked Estep 
Score: -23481434.000000 Penalty: 6052.408691
	Iteration 7Q: 3 clusters Score -2.348143e+07 nChanged 10555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124504 members 
Mstep: Class 2 contains 74770 members 
Entering Unmasked Estep 
Score: -23488082.000000 Penalty: 6052.408691
	Iteration 8F: 3 clusters Score -2.348808e+07 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132052 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -23496300.000000 Penalty: 6052.408691
	Iteration 9F: 3 clusters Score -2.34963e+07 nChanged 10943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139301 members 
Mstep: Class 2 contains 59973 members 
Entering Unmasked Estep 
Score: -23504324.000000 Penalty: 6052.408691
	Iteration 10F: 3 clusters Score -2.350432e+07 nChanged 9657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145400 members 
Mstep: Class 2 contains 53874 members 
Entering Unmasked Estep 
Score: -23510444.000000 Penalty: 6052.408691
	Iteration 11Q: 3 clusters Score -2.351044e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150439 members 
Mstep: Class 2 contains 48835 members 
Entering Unmasked Estep 
Score: -23514110.000000 Penalty: 6052.408691
	Iteration 12Q: 3 clusters Score -2.351411e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154735 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -23516196.000000 Penalty: 6052.408691
	Iteration 13Q: 3 clusters Score -2.35162e+07 nChanged 4289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158756 members 
Mstep: Class 2 contains 40518 members 
Entering Unmasked Estep 
Score: -23517736.000000 Penalty: 6052.408691
	Iteration 14Q: 3 clusters Score -2.351774e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162860 members 
Mstep: Class 2 contains 36414 members 
Entering Unmasked Estep 
Score: -23519460.000000 Penalty: 6052.408691
	Iteration 15Q: 3 clusters Score -2.351946e+07 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166825 members 
Mstep: Class 2 contains 32449 members 
Entering Unmasked Estep 
Score: -23521130.000000 Penalty: 6052.408691
	Iteration 16Q: 3 clusters Score -2.352113e+07 nChanged 3790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170613 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -23522628.000000 Penalty: 6052.408691
	Iteration 17Q: 3 clusters Score -2.352263e+07 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174293 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -23524336.000000 Penalty: 6052.408691
	Iteration 18Q: 3 clusters Score -2.352434e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177899 members 
Mstep: Class 2 contains 21375 members 
Entering Unmasked Estep 
Score: -23526032.000000 Penalty: 6052.408691
	Iteration 19Q: 3 clusters Score -2.352603e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181221 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -23527862.000000 Penalty: 6052.408691
	Iteration 20F: 3 clusters Score -2.352786e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184255 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -23529542.000000 Penalty: 6052.408691
	Iteration 21Q: 3 clusters Score -2.352954e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186977 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -23530910.000000 Penalty: 6052.408691
	Iteration 22Q: 3 clusters Score -2.353091e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189423 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -23532390.000000 Penalty: 6052.408691
	Iteration 23Q: 3 clusters Score -2.353239e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191498 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -23533488.000000 Penalty: 6052.408691
	Iteration 24Q: 3 clusters Score -2.353349e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193282 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -23534556.000000 Penalty: 6052.408691
	Iteration 25Q: 3 clusters Score -2.353456e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194655 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -23535344.000000 Penalty: 6052.408691
	Iteration 26Q: 3 clusters Score -2.353534e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195684 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -23535974.000000 Penalty: 6052.408691
	Iteration 27Q: 3 clusters Score -2.353597e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196467 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -23536524.000000 Penalty: 6052.408691
	Iteration 28Q: 3 clusters Score -2.353652e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197035 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -23536888.000000 Penalty: 6052.408691
	Iteration 29Q: 3 clusters Score -2.353689e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197386 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -23537134.000000 Penalty: 6052.408691
	Iteration 30Q: 3 clusters Score -2.353713e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197632 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -23537224.000000 Penalty: 6052.408691
	Iteration 31Q: 3 clusters Score -2.353722e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197798 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -23537328.000000 Penalty: 6052.408691
	Iteration 32Q: 3 clusters Score -2.353733e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197928 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -23537368.000000 Penalty: 6052.408691
	Iteration 33Q: 3 clusters Score -2.353737e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198014 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -23537400.000000 Penalty: 6052.408691
	Iteration 34Q: 3 clusters Score -2.35374e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198082 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -23537428.000000 Penalty: 6052.408691
	Iteration 35Q: 3 clusters Score -2.353743e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198133 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -23537426.000000 Penalty: 6052.408691
	Iteration 36Q: 3 clusters Score -2.353743e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198177 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -23537478.000000 Penalty: 6052.408691
	Iteration 37Q: 3 clusters Score -2.353748e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198217 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -23537468.000000 Penalty: 6052.408691
	Iteration 38Q: 3 clusters Score -2.353747e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198248 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -23537502.000000 Penalty: 6052.408691
	Iteration 39Q: 3 clusters Score -2.35375e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198285 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -23537508.000000 Penalty: 6052.408691
	Iteration 40F: 3 clusters Score -2.353751e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198318 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -23537534.000000 Penalty: 6052.408691
	Iteration 41Q: 3 clusters Score -2.353753e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198338 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -23537552.000000 Penalty: 6052.408691
	Iteration 42Q: 3 clusters Score -2.353755e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198354 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -23537580.000000 Penalty: 6052.408691
	Iteration 43Q: 3 clusters Score -2.353758e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198371 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -23537562.000000 Penalty: 6052.408691
	Iteration 44Q: 3 clusters Score -2.353756e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198383 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -23537580.000000 Penalty: 6052.408691
	Iteration 45Q: 3 clusters Score -2.353758e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198389 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -23537592.000000 Penalty: 6052.408691
	Iteration 46Q: 3 clusters Score -2.353759e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198394 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -23537590.000000 Penalty: 6052.408691
	Iteration 47Q: 3 clusters Score -2.353759e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198399 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -23537588.000000 Penalty: 6052.408691
	Iteration 48Q: 3 clusters Score -2.353759e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198408 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -23537592.000000 Penalty: 6052.408691
	Iteration 49Q: 3 clusters Score -2.353759e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198418 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -23537606.000000 Penalty: 6052.408691
	Iteration 50Q: 3 clusters Score -2.353761e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198423 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -23537604.000000 Penalty: 6052.408691
	Iteration 51Q: 3 clusters Score -2.35376e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198429 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -23537600.000000 Penalty: 6052.408691
	Iteration 52Q: 3 clusters Score -2.35376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198432 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -23537604.000000 Penalty: 6052.408691
	Iteration 53Q: 3 clusters Score -2.35376e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198433 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -23537620.000000 Penalty: 6052.408691
	Iteration 54Q: 3 clusters Score -2.353762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198437 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -23537610.000000 Penalty: 6052.408691
	Iteration 55Q: 3 clusters Score -2.353761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198444 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -23537604.000000 Penalty: 6052.408691
	Iteration 56Q: 3 clusters Score -2.35376e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198449 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -23537622.000000 Penalty: 6052.408691
	Iteration 57Q: 3 clusters Score -2.353762e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198457 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -23537634.000000 Penalty: 6052.408691
	Iteration 58Q: 3 clusters Score -2.353763e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198467 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -23537658.000000 Penalty: 6052.408691
	Iteration 59Q: 3 clusters Score -2.353766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198476 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -23537662.000000 Penalty: 6052.408691
	Iteration 60F: 3 clusters Score -2.353766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198478 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -23537668.000000 Penalty: 6052.408691
	Iteration 61Q: 3 clusters Score -2.353767e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198485 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -23537674.000000 Penalty: 6052.408691
	Iteration 62Q: 3 clusters Score -2.353767e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198490 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -23537680.000000 Penalty: 6052.408691
	Iteration 63Q: 3 clusters Score -2.353768e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198495 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -23537678.000000 Penalty: 6052.408691
	Iteration 64Q: 3 clusters Score -2.353768e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198501 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -23537686.000000 Penalty: 6052.408691
	Iteration 65Q: 3 clusters Score -2.353769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198505 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -23537690.000000 Penalty: 6052.408691
	Iteration 66Q: 3 clusters Score -2.353769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198507 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -23537678.000000 Penalty: 6052.408691
	Iteration 67Q: 3 clusters Score -2.353768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198508 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -23537678.000000 Penalty: 6052.408691
	Iteration 68Q: 3 clusters Score -2.353768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198509 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -23537686.000000 Penalty: 6052.408691
	Iteration 69Q: 3 clusters Score -2.353769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198510 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -23537690.000000 Penalty: 6052.408691
	Iteration 70Q: 3 clusters Score -2.353769e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198511 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23537684.000000 Penalty: 6052.408691
	Iteration 71Q: 3 clusters Score -2.353768e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198513 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -23537686.000000 Penalty: 6052.408691
	Iteration 72Q: 3 clusters Score -2.353769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198515 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -23537684.000000 Penalty: 6052.408691
	Iteration 73Q: 3 clusters Score -2.353768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198516 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -23537686.000000 Penalty: 6052.408691
	Iteration 74Q: 3 clusters Score -2.353769e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198518 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -23537680.000000 Penalty: 6052.408691
	Iteration 75Q: 3 clusters Score -2.353768e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198519 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -23537680.000000 Penalty: 6052.408691
	Iteration 76Q: 3 clusters Score -2.353768e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198519 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -23537680.000000 Penalty: 6052.408691
	Iteration 77F: 3 clusters Score -2.353768e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (68588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Entering Unmasked Estep 
Score: -8193813.500000 Penalty: 2761.696533
	Iteration 0F: 2 clusters Score -8193814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -8147572.500000 Penalty: 5523.393066
	Iteration 0F: 3 clusters Score -8147572 nChanged 32107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 35059 members 
Entering Unmasked Estep 
Score: -8165760.000000 Penalty: 5523.393066
	Iteration 1F: 3 clusters Score -8165760 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33064 members 
Mstep: Class 2 contains 35524 members 
Entering Unmasked Estep 
Score: -8166315.500000 Penalty: 5523.393066
	Iteration 2Q: 3 clusters Score -8166316 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 36132 members 
Entering Unmasked Estep 
Score: -8166870.500000 Penalty: 5523.393066
	Iteration 3Q: 3 clusters Score -8166870 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31552 members 
Mstep: Class 2 contains 37036 members 
Entering Unmasked Estep 
Score: -8167498.500000 Penalty: 5523.393066
	Iteration 4Q: 3 clusters Score -8167498 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30276 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -8168337.500000 Penalty: 5523.393066
	Iteration 5Q: 3 clusters Score -8168338 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -8169425.500000 Penalty: 5523.393066
	Iteration 6Q: 3 clusters Score -8169426 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -8170896.000000 Penalty: 5523.393066
	Iteration 7Q: 3 clusters Score -8170896 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -8172836.000000 Penalty: 5523.393066
	Iteration 8F: 3 clusters Score -8172836 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 48801 members 
Entering Unmasked Estep 
Score: -8175510.500000 Penalty: 5523.393066
	Iteration 9F: 3 clusters Score -8175510 nChanged 4316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -8178853.000000 Penalty: 5523.393066
	Iteration 10F: 3 clusters Score -8178853 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -8182290.000000 Penalty: 5523.393066
	Iteration 11F: 3 clusters Score -8182290 nChanged 3643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 60660 members 
Entering Unmasked Estep 
Score: -8185387.500000 Penalty: 5523.393066
	Iteration 12F: 3 clusters Score -8185388 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 63380 members 
Entering Unmasked Estep 
Score: -8187714.000000 Penalty: 5523.393066
	Iteration 13Q: 3 clusters Score -8187714 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 65149 members 
Entering Unmasked Estep 
Score: -8189193.500000 Penalty: 5523.393066
	Iteration 14Q: 3 clusters Score -8189194 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 66248 members 
Entering Unmasked Estep 
Score: -8190082.500000 Penalty: 5523.393066
	Iteration 15Q: 3 clusters Score -8190082 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 66907 members 
Entering Unmasked Estep 
Score: -8190586.500000 Penalty: 5523.393066
	Iteration 16Q: 3 clusters Score -8190586 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -8190881.500000 Penalty: 5523.393066
	Iteration 17Q: 3 clusters Score -8190882 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 67566 members 
Entering Unmasked Estep 
Score: -8191056.000000 Penalty: 5523.393066
	Iteration 18Q: 3 clusters Score -8191056 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 67702 members 
Entering Unmasked Estep 
Score: -8191159.500000 Penalty: 5523.393066
	Iteration 19Q: 3 clusters Score -8191160 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 67795 members 
Entering Unmasked Estep 
Score: -8191216.000000 Penalty: 5523.393066
	Iteration 20F: 3 clusters Score -8191216 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 67844 members 
Entering Unmasked Estep 
Score: -8191254.000000 Penalty: 5523.393066
	Iteration 21Q: 3 clusters Score -8191254 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 67889 members 
Entering Unmasked Estep 
Score: -8191297.000000 Penalty: 5523.393066
	Iteration 22Q: 3 clusters Score -8191297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -8191314.000000 Penalty: 5523.393066
	Iteration 23Q: 3 clusters Score -8191314 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 67940 members 
Entering Unmasked Estep 
Score: -8191331.000000 Penalty: 5523.393066
	Iteration 24Q: 3 clusters Score -8191331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 67957 members 
Entering Unmasked Estep 
Score: -8191341.000000 Penalty: 5523.393066
	Iteration 25Q: 3 clusters Score -8191341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 67971 members 
Entering Unmasked Estep 
Score: -8191360.000000 Penalty: 5523.393066
	Iteration 26Q: 3 clusters Score -8191360 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 67981 members 
Entering Unmasked Estep 
Score: -8191379.000000 Penalty: 5523.393066
	Iteration 27Q: 3 clusters Score -8191379 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 67989 members 
Entering Unmasked Estep 
Score: -8191388.500000 Penalty: 5523.393066
	Iteration 28Q: 3 clusters Score -8191388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -8191407.000000 Penalty: 5523.393066
	Iteration 29Q: 3 clusters Score -8191407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 68011 members 
Entering Unmasked Estep 
Score: -8191421.500000 Penalty: 5523.393066
	Iteration 30Q: 3 clusters Score -8191422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 68017 members 
Entering Unmasked Estep 
Score: -8191422.000000 Penalty: 5523.393066
	Iteration 31Q: 3 clusters Score -8191422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 68028 members 
Entering Unmasked Estep 
Score: -8191433.000000 Penalty: 5523.393066
	Iteration 32Q: 3 clusters Score -8191433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 68042 members 
Entering Unmasked Estep 
Score: -8191448.000000 Penalty: 5523.393066
	Iteration 33Q: 3 clusters Score -8191448 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 68051 members 
Entering Unmasked Estep 
Score: -8191452.500000 Penalty: 5523.393066
	Iteration 34Q: 3 clusters Score -8191452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 68059 members 
Entering Unmasked Estep 
Score: -8191461.000000 Penalty: 5523.393066
	Iteration 35Q: 3 clusters Score -8191461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 68063 members 
Entering Unmasked Estep 
Score: -8191459.000000 Penalty: 5523.393066
	Iteration 36Q: 3 clusters Score -8191459 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -8191466.500000 Penalty: 5523.393066
	Iteration 37Q: 3 clusters Score -8191466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -8191466.000000 Penalty: 5523.393066
	Iteration 38Q: 3 clusters Score -8191466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 68066 members 
Entering Unmasked Estep 
Score: -8191468.500000 Penalty: 5523.393066
	Iteration 39Q: 3 clusters Score -8191468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 68067 members 
Entering Unmasked Estep 
Score: -8191470.000000 Penalty: 5523.393066
	Iteration 40F: 3 clusters Score -8191470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 68070 members 
Entering Unmasked Estep 
Score: -8191471.500000 Penalty: 5523.393066
	Iteration 41Q: 3 clusters Score -8191472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -8191473.500000 Penalty: 5523.393066
	Iteration 42Q: 3 clusters Score -8191474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 68073 members 
Entering Unmasked Estep 
Score: -8191473.500000 Penalty: 5523.393066
	Iteration 43F: 3 clusters Score -8191474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Entering Unmasked Estep 
Score: -1392045.500000 Penalty: 2340.039062
	Iteration 0F: 2 clusters Score -1392046 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1382807.375000 Penalty: 4680.078125
	Iteration 0F: 3 clusters Score -1382807 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -1385719.125000 Penalty: 4680.078125
	Iteration 1F: 3 clusters Score -1385719 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1386172.250000 Penalty: 4680.078125
	Iteration 2F: 3 clusters Score -1386172 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1386706.625000 Penalty: 4680.078125
	Iteration 3F: 3 clusters Score -1386707 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1387394.375000 Penalty: 4680.078125
	Iteration 4F: 3 clusters Score -1387394 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1388137.000000 Penalty: 4680.078125
	Iteration 5F: 3 clusters Score -1388137 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1388744.750000 Penalty: 4680.078125
	Iteration 6F: 3 clusters Score -1388745 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -1389180.000000 Penalty: 4680.078125
	Iteration 7F: 3 clusters Score -1389180 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1389510.875000 Penalty: 4680.078125
	Iteration 8Q: 3 clusters Score -1389511 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1389748.000000 Penalty: 4680.078125
	Iteration 9Q: 3 clusters Score -1389748 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 8949 members 
Entering Unmasked Estep 
Score: -1389908.125000 Penalty: 4680.078125
	Iteration 10Q: 3 clusters Score -1389908 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -1390035.250000 Penalty: 4680.078125
	Iteration 11Q: 3 clusters Score -1390035 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1390148.750000 Penalty: 4680.078125
	Iteration 12Q: 3 clusters Score -1390149 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1390277.000000 Penalty: 4680.078125
	Iteration 13Q: 3 clusters Score -1390277 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -1390394.875000 Penalty: 4680.078125
	Iteration 14Q: 3 clusters Score -1390395 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -1390493.250000 Penalty: 4680.078125
	Iteration 15Q: 3 clusters Score -1390493 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1390561.375000 Penalty: 4680.078125
	Iteration 16Q: 3 clusters Score -1390561 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 10204 members 
Entering Unmasked Estep 
Score: -1390620.500000 Penalty: 4680.078125
	Iteration 17Q: 3 clusters Score -1390620 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1390677.500000 Penalty: 4680.078125
	Iteration 18Q: 3 clusters Score -1390678 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1390718.750000 Penalty: 4680.078125
	Iteration 19Q: 3 clusters Score -1390719 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10477 members 
Entering Unmasked Estep 
Score: -1390748.625000 Penalty: 4680.078125
	Iteration 20F: 3 clusters Score -1390749 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1390785.500000 Penalty: 4680.078125
	Iteration 21Q: 3 clusters Score -1390786 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -1390815.375000 Penalty: 4680.078125
	Iteration 22Q: 3 clusters Score -1390815 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1390834.625000 Penalty: 4680.078125
	Iteration 23Q: 3 clusters Score -1390835 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1390859.125000 Penalty: 4680.078125
	Iteration 24Q: 3 clusters Score -1390859 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -1390873.875000 Penalty: 4680.078125
	Iteration 25Q: 3 clusters Score -1390874 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -1390886.625000 Penalty: 4680.078125
	Iteration 26Q: 3 clusters Score -1390887 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1390897.125000 Penalty: 4680.078125
	Iteration 27Q: 3 clusters Score -1390897 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1390904.875000 Penalty: 4680.078125
	Iteration 28Q: 3 clusters Score -1390905 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1390906.750000 Penalty: 4680.078125
	Iteration 29Q: 3 clusters Score -1390907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1390908.500000 Penalty: 4680.078125
	Iteration 30Q: 3 clusters Score -1390908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1390911.500000 Penalty: 4680.078125
	Iteration 31Q: 3 clusters Score -1390912 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1390918.250000 Penalty: 4680.078125
	Iteration 32Q: 3 clusters Score -1390918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 10890 members 
Entering Unmasked Estep 
Score: -1390920.875000 Penalty: 4680.078125
	Iteration 33Q: 3 clusters Score -1390921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -1390925.125000 Penalty: 4680.078125
	Iteration 34Q: 3 clusters Score -1390925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1390924.625000 Penalty: 4680.078125
	Iteration 35Q: 3 clusters Score -1390925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -1390924.750000 Penalty: 4680.078125
	Iteration 36Q: 3 clusters Score -1390925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -1390930.625000 Penalty: 4680.078125
	Iteration 37Q: 3 clusters Score -1390931 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -1390933.875000 Penalty: 4680.078125
	Iteration 38Q: 3 clusters Score -1390934 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -1390937.375000 Penalty: 4680.078125
	Iteration 39Q: 3 clusters Score -1390937 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1390943.375000 Penalty: 4680.078125
	Iteration 40F: 3 clusters Score -1390943 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1390945.750000 Penalty: 4680.078125
	Iteration 41Q: 3 clusters Score -1390946 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10980 members 
Entering Unmasked Estep 
Score: -1390948.625000 Penalty: 4680.078125
	Iteration 42Q: 3 clusters Score -1390949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -1390948.500000 Penalty: 4680.078125
	Iteration 43Q: 3 clusters Score -1390948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1390950.375000 Penalty: 4680.078125
	Iteration 44Q: 3 clusters Score -1390950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -1390950.375000 Penalty: 4680.078125
	Iteration 45Q: 3 clusters Score -1390950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1390950.875000 Penalty: 4680.078125
	Iteration 46Q: 3 clusters Score -1390951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1390950.875000 Penalty: 4680.078125
	Iteration 47F: 3 clusters Score -1390951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (575 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Entering Unmasked Estep 
Score: -57429.386719 Penalty: 1575.883789
	Iteration 0F: 2 clusters Score -57429.39 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 281 members 
Entering Unmasked Estep 
Score: -55859.062500 Penalty: 3151.767578
	Iteration 0F: 3 clusters Score -55859.06 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -56084.117188 Penalty: 3151.767578
	Iteration 1F: 3 clusters Score -56084.12 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -56150.820312 Penalty: 3151.767578
	Iteration 2F: 3 clusters Score -56150.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -56178.664062 Penalty: 3151.767578
	Iteration 3Q: 3 clusters Score -56178.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56206.343750 Penalty: 3151.767578
	Iteration 4Q: 3 clusters Score -56206.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -56214.144531 Penalty: 3151.767578
	Iteration 5Q: 3 clusters Score -56214.14 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -56220.453125 Penalty: 3151.767578
	Iteration 6Q: 3 clusters Score -56220.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -56226.660156 Penalty: 3151.767578
	Iteration 7Q: 3 clusters Score -56226.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -56231.425781 Penalty: 3151.767578
	Iteration 8Q: 3 clusters Score -56231.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56233.121094 Penalty: 3151.767578
	Iteration 9Q: 3 clusters Score -56233.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -56240.667969 Penalty: 3151.767578
	Iteration 10Q: 3 clusters Score -56240.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -56245.859375 Penalty: 3151.767578
	Iteration 11Q: 3 clusters Score -56245.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56250.835938 Penalty: 3151.767578
	Iteration 12Q: 3 clusters Score -56250.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56254.820312 Penalty: 3151.767578
	Iteration 13Q: 3 clusters Score -56254.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -56254.820312 Penalty: 3151.767578
	Iteration 14F: 3 clusters Score -56254.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (201690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201690 members 
Entering Unmasked Estep 
Score: -23788396.000000 Penalty: 3029.192871
	Iteration 0F: 2 clusters Score -2.37884e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100942 members 
Mstep: Class 2 contains 100748 members 
Entering Unmasked Estep 
Score: -23655444.000000 Penalty: 6058.385742
	Iteration 0F: 3 clusters Score -2.365544e+07 nChanged 97067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102627 members 
Mstep: Class 2 contains 99063 members 
Entering Unmasked Estep 
Score: -23712528.000000 Penalty: 6058.385742
	Iteration 1F: 3 clusters Score -2.371253e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104181 members 
Mstep: Class 2 contains 97509 members 
Entering Unmasked Estep 
Score: -23714258.000000 Penalty: 6058.385742
	Iteration 2Q: 3 clusters Score -2.371426e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106780 members 
Mstep: Class 2 contains 94910 members 
Entering Unmasked Estep 
Score: -23716746.000000 Penalty: 6058.385742
	Iteration 3Q: 3 clusters Score -2.371675e+07 nChanged 8722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110914 members 
Mstep: Class 2 contains 90776 members 
Entering Unmasked Estep 
Score: -23720468.000000 Penalty: 6058.385742
	Iteration 4Q: 3 clusters Score -2.372047e+07 nChanged 11078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117428 members 
Mstep: Class 2 contains 84262 members 
Entering Unmasked Estep 
Score: -23726088.000000 Penalty: 6058.385742
	Iteration 5F: 3 clusters Score -2.372609e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126792 members 
Mstep: Class 2 contains 74898 members 
Entering Unmasked Estep 
Score: -23735178.000000 Penalty: 6058.385742
	Iteration 6F: 3 clusters Score -2.373518e+07 nChanged 15473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138439 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -23747346.000000 Penalty: 6058.385742
	Iteration 7F: 3 clusters Score -2.374735e+07 nChanged 14771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150044 members 
Mstep: Class 2 contains 51646 members 
Entering Unmasked Estep 
Score: -23760686.000000 Penalty: 6058.385742
	Iteration 8F: 3 clusters Score -2.376069e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159344 members 
Mstep: Class 2 contains 42346 members 
Entering Unmasked Estep 
Score: -23770478.000000 Penalty: 6058.385742
	Iteration 9F: 3 clusters Score -2.377048e+07 nChanged 7999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166057 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -23776294.000000 Penalty: 6058.385742
	Iteration 10Q: 3 clusters Score -2.377629e+07 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171121 members 
Mstep: Class 2 contains 30569 members 
Entering Unmasked Estep 
Score: -23779688.000000 Penalty: 6058.385742
	Iteration 11Q: 3 clusters Score -2.377969e+07 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175324 members 
Mstep: Class 2 contains 26366 members 
Entering Unmasked Estep 
Score: -23781892.000000 Penalty: 6058.385742
	Iteration 12Q: 3 clusters Score -2.378189e+07 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179051 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -23783684.000000 Penalty: 6058.385742
	Iteration 13Q: 3 clusters Score -2.378368e+07 nChanged 3261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182252 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -23785086.000000 Penalty: 6058.385742
	Iteration 14Q: 3 clusters Score -2.378509e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184949 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -23786442.000000 Penalty: 6058.385742
	Iteration 15Q: 3 clusters Score -2.378644e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187153 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -23787430.000000 Penalty: 6058.385742
	Iteration 16Q: 3 clusters Score -2.378743e+07 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188900 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -23788114.000000 Penalty: 6058.385742
	Iteration 17Q: 3 clusters Score -2.378811e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190296 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -23788948.000000 Penalty: 6058.385742
	Iteration 18Q: 3 clusters Score -2.378895e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191400 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -23789580.000000 Penalty: 6058.385742
	Iteration 19Q: 3 clusters Score -2.378958e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192211 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -23789970.000000 Penalty: 6058.385742
	Iteration 20F: 3 clusters Score -2.378997e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192832 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -23790222.000000 Penalty: 6058.385742
	Iteration 21Q: 3 clusters Score -2.379022e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193277 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -23790420.000000 Penalty: 6058.385742
	Iteration 22Q: 3 clusters Score -2.379042e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193587 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -23790630.000000 Penalty: 6058.385742
	Iteration 23Q: 3 clusters Score -2.379063e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193795 members 
Mstep: Class 2 contains 7895 members 
Entering Unmasked Estep 
Score: -23790674.000000 Penalty: 6058.385742
	Iteration 24Q: 3 clusters Score -2.379067e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193963 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -23790662.000000 Penalty: 6058.385742
	Iteration 25Q: 3 clusters Score -2.379066e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194115 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -23790612.000000 Penalty: 6058.385742
	Iteration 26Q: 3 clusters Score -2.379061e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194252 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -23790686.000000 Penalty: 6058.385742
	Iteration 27Q: 3 clusters Score -2.379069e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194344 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -23790728.000000 Penalty: 6058.385742
	Iteration 28Q: 3 clusters Score -2.379073e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194429 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -23790750.000000 Penalty: 6058.385742
	Iteration 29Q: 3 clusters Score -2.379075e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194496 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -23790796.000000 Penalty: 6058.385742
	Iteration 30Q: 3 clusters Score -2.37908e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194557 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -23790740.000000 Penalty: 6058.385742
	Iteration 31Q: 3 clusters Score -2.379074e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194593 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -23790736.000000 Penalty: 6058.385742
	Iteration 32Q: 3 clusters Score -2.379074e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194629 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -23790738.000000 Penalty: 6058.385742
	Iteration 33Q: 3 clusters Score -2.379074e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194670 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -23790704.000000 Penalty: 6058.385742
	Iteration 34Q: 3 clusters Score -2.37907e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194695 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -23790760.000000 Penalty: 6058.385742
	Iteration 35Q: 3 clusters Score -2.379076e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194727 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -23790724.000000 Penalty: 6058.385742
	Iteration 36Q: 3 clusters Score -2.379072e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194750 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -23790736.000000 Penalty: 6058.385742
	Iteration 37Q: 3 clusters Score -2.379074e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194766 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -23790722.000000 Penalty: 6058.385742
	Iteration 38Q: 3 clusters Score -2.379072e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194790 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -23790754.000000 Penalty: 6058.385742
	Iteration 39Q: 3 clusters Score -2.379075e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194813 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -23790728.000000 Penalty: 6058.385742
	Iteration 40F: 3 clusters Score -2.379073e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194831 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -23790728.000000 Penalty: 6058.385742
	Iteration 41Q: 3 clusters Score -2.379073e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194850 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -23790744.000000 Penalty: 6058.385742
	Iteration 42Q: 3 clusters Score -2.379074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194860 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -23790728.000000 Penalty: 6058.385742
	Iteration 43Q: 3 clusters Score -2.379073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194870 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -23790710.000000 Penalty: 6058.385742
	Iteration 44Q: 3 clusters Score -2.379071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194883 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -23790740.000000 Penalty: 6058.385742
	Iteration 45Q: 3 clusters Score -2.379074e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194890 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -23790762.000000 Penalty: 6058.385742
	Iteration 46Q: 3 clusters Score -2.379076e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194892 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -23790742.000000 Penalty: 6058.385742
	Iteration 47Q: 3 clusters Score -2.379074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194896 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -23790736.000000 Penalty: 6058.385742
	Iteration 48Q: 3 clusters Score -2.379074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194898 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -23790728.000000 Penalty: 6058.385742
	Iteration 49Q: 3 clusters Score -2.379073e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194898 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -23790732.000000 Penalty: 6058.385742
	Iteration 50Q: 3 clusters Score -2.379073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194898 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -23790732.000000 Penalty: 6058.385742
	Iteration 51F: 3 clusters Score -2.379073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 20435 members 
Mstep: Class 4 contains 210257 members 
Mstep: Class 5 contains 170459 members 
Mstep: Class 6 contains 229157 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 8989 members 
Mstep: Class 10 contains 38532 members 
Mstep: Class 11 contains 35347 members 
Mstep: Class 12 contains 56165 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76334 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 16 contains 11479 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 199274 members 
Mstep: Class 19 contains 68588 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 194898 members 
Mstep: Class 23 contains 23991 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 523 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 6792 members 
Entering Unmasked Estep 
Score: -161431056.000000 Penalty: 94850.351562
Splitting cluster 22 changes total score from -161429136.000000 to -161431056.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (23991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Entering Unmasked Estep 
Score: -2411121.250000 Penalty: 2501.187500
	Iteration 0F: 2 clusters Score -2411121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2394446.750000 Penalty: 5002.375000
	Iteration 0F: 3 clusters Score -2394447 nChanged 10714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2400415.250000 Penalty: 5002.375000
	Iteration 1F: 3 clusters Score -2400415 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11362 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2401030.000000 Penalty: 5002.375000
	Iteration 2F: 3 clusters Score -2401030 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11111 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2401650.750000 Penalty: 5002.375000
	Iteration 3F: 3 clusters Score -2401651 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2402282.750000 Penalty: 5002.375000
	Iteration 4F: 3 clusters Score -2402283 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2402958.000000 Penalty: 5002.375000
	Iteration 5F: 3 clusters Score -2402958 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2403696.250000 Penalty: 5002.375000
	Iteration 6F: 3 clusters Score -2403696 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 14621 members 
Entering Unmasked Estep 
Score: -2404469.000000 Penalty: 5002.375000
	Iteration 7F: 3 clusters Score -2404469 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -2405153.750000 Penalty: 5002.375000
	Iteration 8Q: 3 clusters Score -2405154 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -2405892.250000 Penalty: 5002.375000
	Iteration 9Q: 3 clusters Score -2405892 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 16313 members 
Entering Unmasked Estep 
Score: -2406594.750000 Penalty: 5002.375000
	Iteration 10Q: 3 clusters Score -2406595 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2407191.000000 Penalty: 5002.375000
	Iteration 11Q: 3 clusters Score -2407191 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -2407662.250000 Penalty: 5002.375000
	Iteration 12Q: 3 clusters Score -2407662 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -2408005.750000 Penalty: 5002.375000
	Iteration 13Q: 3 clusters Score -2408006 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -2408310.000000 Penalty: 5002.375000
	Iteration 14Q: 3 clusters Score -2408310 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2408582.000000 Penalty: 5002.375000
	Iteration 15Q: 3 clusters Score -2408582 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2408788.000000 Penalty: 5002.375000
	Iteration 16Q: 3 clusters Score -2408788 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -2408949.500000 Penalty: 5002.375000
	Iteration 17Q: 3 clusters Score -2408950 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -2409065.750000 Penalty: 5002.375000
	Iteration 18Q: 3 clusters Score -2409066 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -2409137.250000 Penalty: 5002.375000
	Iteration 19Q: 3 clusters Score -2409137 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -2409185.250000 Penalty: 5002.375000
	Iteration 20F: 3 clusters Score -2409185 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -2409205.000000 Penalty: 5002.375000
	Iteration 21Q: 3 clusters Score -2409205 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -2409226.250000 Penalty: 5002.375000
	Iteration 22Q: 3 clusters Score -2409226 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2409234.250000 Penalty: 5002.375000
	Iteration 23Q: 3 clusters Score -2409234 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 18691 members 
Entering Unmasked Estep 
Score: -2409246.500000 Penalty: 5002.375000
	Iteration 24Q: 3 clusters Score -2409246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2409245.250000 Penalty: 5002.375000
	Iteration 25Q: 3 clusters Score -2409245 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2409247.500000 Penalty: 5002.375000
	Iteration 26Q: 3 clusters Score -2409248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2409264.750000 Penalty: 5002.375000
	Iteration 27Q: 3 clusters Score -2409265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -2409264.000000 Penalty: 5002.375000
	Iteration 28Q: 3 clusters Score -2409264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -2409264.000000 Penalty: 5002.375000
	Iteration 29Q: 3 clusters Score -2409264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2409267.500000 Penalty: 5002.375000
	Iteration 30Q: 3 clusters Score -2409268 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2409269.500000 Penalty: 5002.375000
	Iteration 31Q: 3 clusters Score -2409270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2409274.750000 Penalty: 5002.375000
	Iteration 32Q: 3 clusters Score -2409275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2409272.500000 Penalty: 5002.375000
	Iteration 33Q: 3 clusters Score -2409272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2409279.500000 Penalty: 5002.375000
	Iteration 34Q: 3 clusters Score -2409280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2409279.750000 Penalty: 5002.375000
	Iteration 35Q: 3 clusters Score -2409280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2409279.500000 Penalty: 5002.375000
	Iteration 36Q: 3 clusters Score -2409280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2409282.000000 Penalty: 5002.375000
	Iteration 37Q: 3 clusters Score -2409282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -2409276.500000 Penalty: 5002.375000
	Iteration 38Q: 3 clusters Score -2409276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2409279.250000 Penalty: 5002.375000
	Iteration 39Q: 3 clusters Score -2409279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2409278.250000 Penalty: 5002.375000
	Iteration 40F: 3 clusters Score -2409278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 18882 members 
Entering Unmasked Estep 
Score: -2409277.500000 Penalty: 5002.375000
	Iteration 41Q: 3 clusters Score -2409278 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -2409279.500000 Penalty: 5002.375000
	Iteration 42Q: 3 clusters Score -2409280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -2409280.000000 Penalty: 5002.375000
	Iteration 43Q: 3 clusters Score -2409280 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2409279.250000 Penalty: 5002.375000
	Iteration 44Q: 3 clusters Score -2409279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -2409281.000000 Penalty: 5002.375000
	Iteration 45Q: 3 clusters Score -2409281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2409281.750000 Penalty: 5002.375000
	Iteration 46Q: 3 clusters Score -2409282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -2409283.750000 Penalty: 5002.375000
	Iteration 47Q: 3 clusters Score -2409284 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -2409281.750000 Penalty: 5002.375000
	Iteration 48Q: 3 clusters Score -2409282 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 18920 members 
Entering Unmasked Estep 
Score: -2409283.000000 Penalty: 5002.375000
	Iteration 49Q: 3 clusters Score -2409283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 18927 members 
Entering Unmasked Estep 
Score: -2409284.250000 Penalty: 5002.375000
	Iteration 50Q: 3 clusters Score -2409284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2409284.750000 Penalty: 5002.375000
	Iteration 51Q: 3 clusters Score -2409285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2409282.000000 Penalty: 5002.375000
	Iteration 52Q: 3 clusters Score -2409282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 18941 members 
Entering Unmasked Estep 
Score: -2409280.500000 Penalty: 5002.375000
	Iteration 53Q: 3 clusters Score -2409280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2409281.750000 Penalty: 5002.375000
	Iteration 54Q: 3 clusters Score -2409282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -2409281.750000 Penalty: 5002.375000
	Iteration 55F: 3 clusters Score -2409282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -260062.234375 Penalty: 1912.130859
	Iteration 0F: 2 clusters Score -260062.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257255.828125 Penalty: 3824.261719
	Iteration 0F: 3 clusters Score -257255.8 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -257766.562500 Penalty: 3824.261719
	Iteration 1F: 3 clusters Score -257766.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -257887.796875 Penalty: 3824.261719
	Iteration 2F: 3 clusters Score -257887.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -257961.609375 Penalty: 3824.261719
	Iteration 3Q: 3 clusters Score -257961.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -257994.812500 Penalty: 3824.261719
	Iteration 4Q: 3 clusters Score -257994.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -258019.734375 Penalty: 3824.261719
	Iteration 5Q: 3 clusters Score -258019.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -258040.828125 Penalty: 3824.261719
	Iteration 6Q: 3 clusters Score -258040.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -258054.421875 Penalty: 3824.261719
	Iteration 7Q: 3 clusters Score -258054.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -258062.062500 Penalty: 3824.261719
	Iteration 8Q: 3 clusters Score -258062.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -258066.656250 Penalty: 3824.261719
	Iteration 9Q: 3 clusters Score -258066.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -258069.687500 Penalty: 3824.261719
	Iteration 10Q: 3 clusters Score -258069.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -258072.656250 Penalty: 3824.261719
	Iteration 11Q: 3 clusters Score -258072.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -258073.375000 Penalty: 3824.261719
	Iteration 12Q: 3 clusters Score -258073.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -258073.375000 Penalty: 3824.261719
	Iteration 13F: 3 clusters Score -258073.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -50929.140625 Penalty: 1552.376221
	Iteration 0F: 2 clusters Score -50929.14 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 241 members 
Entering Unmasked Estep 
Score: -49395.609375 Penalty: 3104.752441
	Iteration 0F: 3 clusters Score -49395.61 nChanged 116
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: -49731.406250 Penalty: 3104.752441
	Iteration 1F: 3 clusters Score -49731.41 nChanged 38
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: -49859.410156 Penalty: 3104.752441
	Iteration 2F: 3 clusters Score -49859.41 nChanged 27
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: -49949.515625 Penalty: 3104.752441
	Iteration 3F: 3 clusters Score -49949.52 nChanged 23
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: -50035.121094 Penalty: 3104.752441
	Iteration 4Q: 3 clusters Score -50035.12 nChanged 17
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: -50106.304688 Penalty: 3104.752441
	Iteration 5Q: 3 clusters Score -50106.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -50190.484375 Penalty: 3104.752441
	Iteration 6Q: 3 clusters Score -50190.48 nChanged 21
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: -50360.511719 Penalty: 3104.752441
	Iteration 7Q: 3 clusters Score -50360.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -50658.531250 Penalty: 3104.752441
	Iteration 8Q: 3 clusters Score -50658.53 nChanged 15
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: -50932.062500 Penalty: 3104.752441
	Iteration 9Q: 3 clusters Score -50932.06 nChanged 10
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: -51035.847656 Penalty: 3104.752441
	Iteration 10Q: 3 clusters Score -51035.85 nChanged 8
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: -51171.367188 Penalty: 3104.752441
	Iteration 11Q: 3 clusters Score -51171.37 nChanged 2
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: -51259.734375 Penalty: 3104.752441
	Iteration 12Q: 3 clusters Score -51259.73 nChanged 3
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: -51404.285156 Penalty: 3104.752441
	Iteration 13Q: 3 clusters Score -51404.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -51597.292969 Penalty: 3104.752441
	Iteration 14Q: 3 clusters Score -51597.29 nChanged 1
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: -51602.726562 Penalty: 3104.752441
	Iteration 15Q: 3 clusters Score -51602.73 nChanged 1
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: -51618.617188 Penalty: 3104.752441
	Iteration 16Q: 3 clusters Score -51618.62 nChanged 0
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: -51618.617188 Penalty: 3104.752441
	Iteration 17F: 3 clusters Score -51618.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 20435 members 
Mstep: Class 4 contains 210257 members 
Mstep: Class 5 contains 170459 members 
Mstep: Class 6 contains 229157 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 8989 members 
Mstep: Class 10 contains 38532 members 
Mstep: Class 11 contains 35347 members 
Mstep: Class 12 contains 56165 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76334 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 16 contains 11479 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 199274 members 
Mstep: Class 19 contains 68588 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 194898 members 
Mstep: Class 23 contains 23991 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 6107 members 
Mstep: Class 27 contains 6792 members 
Mstep: Class 28 contains 263 members 
Entering Unmasked Estep 
Score: -161429680.000000 Penalty: 98363.328125
Splitting cluster 25 changes total score from -161429136.000000 to -161429680.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 26 (6107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Entering Unmasked Estep 
Score: -678481.187500 Penalty: 2161.863281
	Iteration 0F: 2 clusters Score -678481.2 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 3044 members 
Entering Unmasked Estep 
Score: -673281.062500 Penalty: 4323.726562
	Iteration 0F: 3 clusters Score -673281.1 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -674525.312500 Penalty: 4323.726562
	Iteration 1F: 3 clusters Score -674525.3 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -674783.875000 Penalty: 4323.726562
	Iteration 2F: 3 clusters Score -674783.9 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -674946.812500 Penalty: 4323.726562
	Iteration 3F: 3 clusters Score -674946.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -675052.875000 Penalty: 4323.726562
	Iteration 4Q: 3 clusters Score -675052.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -675130.937500 Penalty: 4323.726562
	Iteration 5Q: 3 clusters Score -675130.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -675193.500000 Penalty: 4323.726562
	Iteration 6Q: 3 clusters Score -675193.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -675249.937500 Penalty: 4323.726562
	Iteration 7Q: 3 clusters Score -675249.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -675301.437500 Penalty: 4323.726562
	Iteration 8Q: 3 clusters Score -675301.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -675343.562500 Penalty: 4323.726562
	Iteration 9Q: 3 clusters Score -675343.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -675372.437500 Penalty: 4323.726562
	Iteration 10Q: 3 clusters Score -675372.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -675395.375000 Penalty: 4323.726562
	Iteration 11Q: 3 clusters Score -675395.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -675411.750000 Penalty: 4323.726562
	Iteration 12Q: 3 clusters Score -675411.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -675430.312500 Penalty: 4323.726562
	Iteration 13Q: 3 clusters Score -675430.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -675450.000000 Penalty: 4323.726562
	Iteration 14Q: 3 clusters Score -675450 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -675471.187500 Penalty: 4323.726562
	Iteration 15Q: 3 clusters Score -675471.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -675490.875000 Penalty: 4323.726562
	Iteration 16Q: 3 clusters Score -675490.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -675509.187500 Penalty: 4323.726562
	Iteration 17Q: 3 clusters Score -675509.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -675531.062500 Penalty: 4323.726562
	Iteration 18Q: 3 clusters Score -675531.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -675556.875000 Penalty: 4323.726562
	Iteration 19Q: 3 clusters Score -675556.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -675595.812500 Penalty: 4323.726562
	Iteration 20F: 3 clusters Score -675595.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -675634.812500 Penalty: 4323.726562
	Iteration 21Q: 3 clusters Score -675634.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -675684.437500 Penalty: 4323.726562
	Iteration 22Q: 3 clusters Score -675684.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -675730.000000 Penalty: 4323.726562
	Iteration 23Q: 3 clusters Score -675730 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -675778.062500 Penalty: 4323.726562
	Iteration 24Q: 3 clusters Score -675778.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -675820.687500 Penalty: 4323.726562
	Iteration 25Q: 3 clusters Score -675820.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -675860.875000 Penalty: 4323.726562
	Iteration 26Q: 3 clusters Score -675860.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -675903.062500 Penalty: 4323.726562
	Iteration 27Q: 3 clusters Score -675903.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -675938.187500 Penalty: 4323.726562
	Iteration 28Q: 3 clusters Score -675938.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -675974.000000 Penalty: 4323.726562
	Iteration 29Q: 3 clusters Score -675974 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -676006.875000 Penalty: 4323.726562
	Iteration 30Q: 3 clusters Score -676006.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -676038.187500 Penalty: 4323.726562
	Iteration 31Q: 3 clusters Score -676038.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -676070.937500 Penalty: 4323.726562
	Iteration 32Q: 3 clusters Score -676070.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -676104.625000 Penalty: 4323.726562
	Iteration 33Q: 3 clusters Score -676104.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -676133.750000 Penalty: 4323.726562
	Iteration 34Q: 3 clusters Score -676133.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -676161.000000 Penalty: 4323.726562
	Iteration 35Q: 3 clusters Score -676161 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -676194.812500 Penalty: 4323.726562
	Iteration 36Q: 3 clusters Score -676194.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -676235.062500 Penalty: 4323.726562
	Iteration 37Q: 3 clusters Score -676235.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -676276.812500 Penalty: 4323.726562
	Iteration 38Q: 3 clusters Score -676276.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -676318.062500 Penalty: 4323.726562
	Iteration 39Q: 3 clusters Score -676318.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -676346.625000 Penalty: 4323.726562
	Iteration 40F: 3 clusters Score -676346.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -676365.750000 Penalty: 4323.726562
	Iteration 41Q: 3 clusters Score -676365.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -676385.375000 Penalty: 4323.726562
	Iteration 42Q: 3 clusters Score -676385.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -676398.312500 Penalty: 4323.726562
	Iteration 43Q: 3 clusters Score -676398.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -676411.625000 Penalty: 4323.726562
	Iteration 44Q: 3 clusters Score -676411.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -676420.437500 Penalty: 4323.726562
	Iteration 45Q: 3 clusters Score -676420.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -676427.375000 Penalty: 4323.726562
	Iteration 46Q: 3 clusters Score -676427.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -676432.000000 Penalty: 4323.726562
	Iteration 47Q: 3 clusters Score -676432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -676438.687500 Penalty: 4323.726562
	Iteration 48Q: 3 clusters Score -676438.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -676445.312500 Penalty: 4323.726562
	Iteration 49Q: 3 clusters Score -676445.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -676451.875000 Penalty: 4323.726562
	Iteration 50Q: 3 clusters Score -676451.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -676457.937500 Penalty: 4323.726562
	Iteration 51Q: 3 clusters Score -676457.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -676466.437500 Penalty: 4323.726562
	Iteration 52Q: 3 clusters Score -676466.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -676475.312500 Penalty: 4323.726562
	Iteration 53Q: 3 clusters Score -676475.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -676485.500000 Penalty: 4323.726562
	Iteration 54Q: 3 clusters Score -676485.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -676496.312500 Penalty: 4323.726562
	Iteration 55Q: 3 clusters Score -676496.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -676505.312500 Penalty: 4323.726562
	Iteration 56Q: 3 clusters Score -676505.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -676513.500000 Penalty: 4323.726562
	Iteration 57Q: 3 clusters Score -676513.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -676519.875000 Penalty: 4323.726562
	Iteration 58Q: 3 clusters Score -676519.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -676522.875000 Penalty: 4323.726562
	Iteration 59Q: 3 clusters Score -676522.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -676528.375000 Penalty: 4323.726562
	Iteration 60F: 3 clusters Score -676528.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -676531.875000 Penalty: 4323.726562
	Iteration 61Q: 3 clusters Score -676531.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -676533.812500 Penalty: 4323.726562
	Iteration 62Q: 3 clusters Score -676533.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -676535.125000 Penalty: 4323.726562
	Iteration 63Q: 3 clusters Score -676535.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -676536.875000 Penalty: 4323.726562
	Iteration 64Q: 3 clusters Score -676536.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -676539.000000 Penalty: 4323.726562
	Iteration 65Q: 3 clusters Score -676539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -676539.437500 Penalty: 4323.726562
	Iteration 66Q: 3 clusters Score -676539.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -676539.312500 Penalty: 4323.726562
	Iteration 67Q: 3 clusters Score -676539.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -676541.562500 Penalty: 4323.726562
	Iteration 68Q: 3 clusters Score -676541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -676540.812500 Penalty: 4323.726562
	Iteration 69Q: 3 clusters Score -676540.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -676543.812500 Penalty: 4323.726562
	Iteration 70Q: 3 clusters Score -676543.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -676544.250000 Penalty: 4323.726562
	Iteration 71Q: 3 clusters Score -676544.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -676545.812500 Penalty: 4323.726562
	Iteration 72Q: 3 clusters Score -676545.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -676547.437500 Penalty: 4323.726562
	Iteration 73Q: 3 clusters Score -676547.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -676546.875000 Penalty: 4323.726562
	Iteration 74Q: 3 clusters Score -676546.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -676546.875000 Penalty: 4323.726562
	Iteration 75F: 3 clusters Score -676546.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 20435 members 
Mstep: Class 4 contains 210257 members 
Mstep: Class 5 contains 170459 members 
Mstep: Class 6 contains 229157 members 
Mstep: Class 7 contains 3683 members 
Mstep: Class 8 contains 2215 members 
Mstep: Class 9 contains 8989 members 
Mstep: Class 10 contains 38532 members 
Mstep: Class 11 contains 35347 members 
Mstep: Class 12 contains 56165 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76334 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 16 contains 11479 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 199274 members 
Mstep: Class 19 contains 68588 members 
Mstep: Class 20 contains 12527 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 194898 members 
Mstep: Class 23 contains 23991 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 260 members 
Mstep: Class 26 contains 6107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430336.000000 Penalty: 98363.328125
Iteration 119Q: 29 clusters Score -1.614303e+08 nChanged 8913
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 1243 members 
Mstep: Class 3 contains 20422 members 
Mstep: Class 4 contains 210401 members 
Mstep: Class 5 contains 169947 members 
Mstep: Class 6 contains 228601 members 
Mstep: Class 7 contains 3682 members 
Mstep: Class 8 contains 2210 members 
Mstep: Class 9 contains 8988 members 
Mstep: Class 10 contains 38428 members 
Mstep: Class 11 contains 35347 members 
Mstep: Class 12 contains 56167 members 
Mstep: Class 13 contains 2241 members 
Mstep: Class 14 contains 76337 members 
Mstep: Class 15 contains 19570 members 
Mstep: Class 16 contains 11482 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 198328 members 
Mstep: Class 19 contains 68603 members 
Mstep: Class 20 contains 12525 members 
Mstep: Class 21 contains 575 members 
Mstep: Class 22 contains 196852 members 
Mstep: Class 23 contains 23991 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6146 members 
Mstep: Class 27 contains 6762 members 
Mstep: Class 28 contains 262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432608.000000 Penalty: 98363.328125
Iteration 120F: 29 clusters Score -1.614326e+08 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20383 members 
Mstep: Class 4 contains 210383 members 
Mstep: Class 5 contains 169450 members 
Mstep: Class 6 contains 228075 members 
Mstep: Class 7 contains 3679 members 
Mstep: Class 8 contains 2409 members 
Mstep: Class 9 contains 8961 members 
Mstep: Class 10 contains 38345 members 
Mstep: Class 11 contains 35336 members 
Mstep: Class 12 contains 56131 members 
Mstep: Class 13 contains 2198 members 
Mstep: Class 14 contains 76277 members 
Mstep: Class 15 contains 19539 members 
Mstep: Class 16 contains 11477 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 197043 members 
Mstep: Class 19 contains 68505 members 
Mstep: Class 20 contains 12526 members 
Mstep: Class 21 contains 528 members 
Mstep: Class 22 contains 198846 members 
Mstep: Class 23 contains 23989 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6166 members 
Mstep: Class 27 contains 7354 members 
Mstep: Class 28 contains 310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161433568.000000 Penalty: 98363.328125
Iteration 121Q: 29 clusters Score -1.614336e+08 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20343 members 
Mstep: Class 4 contains 210349 members 
Mstep: Class 5 contains 169045 members 
Mstep: Class 6 contains 227537 members 
Mstep: Class 7 contains 3677 members 
Mstep: Class 8 contains 2541 members 
Mstep: Class 9 contains 8951 members 
Mstep: Class 10 contains 38274 members 
Mstep: Class 11 contains 35344 members 
Mstep: Class 12 contains 56113 members 
Mstep: Class 13 contains 2158 members 
Mstep: Class 14 contains 76218 members 
Mstep: Class 15 contains 19531 members 
Mstep: Class 16 contains 11477 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 195829 members 
Mstep: Class 19 contains 68428 members 
Mstep: Class 20 contains 12526 members 
Mstep: Class 21 contains 497 members 
Mstep: Class 22 contains 200728 members 
Mstep: Class 23 contains 23990 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6186 members 
Mstep: Class 27 contains 7836 members 
Mstep: Class 28 contains 350 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161434448.000000 Penalty: 98363.328125
Iteration 122Q: 29 clusters Score -1.614344e+08 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8024 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20297 members 
Mstep: Class 4 contains 210291 members 
Mstep: Class 5 contains 168648 members 
Mstep: Class 6 contains 226960 members 
Mstep: Class 7 contains 3674 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 38211 members 
Mstep: Class 11 contains 35360 members 
Mstep: Class 12 contains 56083 members 
Mstep: Class 13 contains 2132 members 
Mstep: Class 14 contains 76181 members 
Mstep: Class 15 contains 19533 members 
Mstep: Class 16 contains 11479 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 194721 members 
Mstep: Class 19 contains 68351 members 
Mstep: Class 20 contains 12521 members 
Mstep: Class 21 contains 483 members 
Mstep: Class 22 contains 202589 members 
Mstep: Class 23 contains 23998 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6205 members 
Mstep: Class 27 contains 8289 members 
Mstep: Class 28 contains 376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161434928.000000 Penalty: 98363.328125
Iteration 123Q: 29 clusters Score -1.614349e+08 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20259 members 
Mstep: Class 4 contains 210202 members 
Mstep: Class 5 contains 168267 members 
Mstep: Class 6 contains 226385 members 
Mstep: Class 7 contains 3679 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 38157 members 
Mstep: Class 11 contains 35365 members 
Mstep: Class 12 contains 56044 members 
Mstep: Class 13 contains 2115 members 
Mstep: Class 14 contains 76148 members 
Mstep: Class 15 contains 19544 members 
Mstep: Class 16 contains 11481 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 193631 members 
Mstep: Class 19 contains 68281 members 
Mstep: Class 20 contains 12525 members 
Mstep: Class 21 contains 475 members 
Mstep: Class 22 contains 204429 members 
Mstep: Class 23 contains 24006 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6226 members 
Mstep: Class 27 contains 8771 members 
Mstep: Class 28 contains 393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435440.000000 Penalty: 98363.328125
Iteration 124Q: 29 clusters Score -1.614354e+08 nChanged 4419
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 1237 members 
Mstep: Class 3 contains 20234 members 
Mstep: Class 4 contains 210061 members 
Mstep: Class 5 contains 167938 members 
Mstep: Class 6 contains 225837 members 
Mstep: Class 7 contains 3677 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 38125 members 
Mstep: Class 11 contains 35369 members 
Mstep: Class 12 contains 56022 members 
Mstep: Class 13 contains 2103 members 
Mstep: Class 14 contains 76115 members 
Mstep: Class 15 contains 19546 members 
Mstep: Class 16 contains 11485 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 192573 members 
Mstep: Class 19 contains 68193 members 
Mstep: Class 20 contains 12518 members 
Mstep: Class 21 contains 469 members 
Mstep: Class 22 contains 206235 members 
Mstep: Class 23 contains 24014 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6241 members 
Mstep: Class 27 contains 9224 members 
Mstep: Class 28 contains 404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435824.000000 Penalty: 98363.328125
Iteration 125Q: 29 clusters Score -1.614358e+08 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20221 members 
Mstep: Class 4 contains 209881 members 
Mstep: Class 5 contains 167652 members 
Mstep: Class 6 contains 225336 members 
Mstep: Class 7 contains 3673 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 8931 members 
Mstep: Class 10 contains 38100 members 
Mstep: Class 11 contains 35371 members 
Mstep: Class 12 contains 55996 members 
Mstep: Class 13 contains 2094 members 
Mstep: Class 14 contains 76096 members 
Mstep: Class 15 contains 19551 members 
Mstep: Class 16 contains 11486 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 191693 members 
Mstep: Class 19 contains 68121 members 
Mstep: Class 20 contains 12514 members 
Mstep: Class 21 contains 469 members 
Mstep: Class 22 contains 207857 members 
Mstep: Class 23 contains 24022 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6254 members 
Mstep: Class 27 contains 9602 members 
Mstep: Class 28 contains 413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436064.000000 Penalty: 98363.328125
Iteration 126Q: 29 clusters Score -1.614361e+08 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20216 members 
Mstep: Class 4 contains 209722 members 
Mstep: Class 5 contains 167363 members 
Mstep: Class 6 contains 224898 members 
Mstep: Class 7 contains 3668 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 8923 members 
Mstep: Class 10 contains 38067 members 
Mstep: Class 11 contains 35371 members 
Mstep: Class 12 contains 55962 members 
Mstep: Class 13 contains 2082 members 
Mstep: Class 14 contains 76113 members 
Mstep: Class 15 contains 19561 members 
Mstep: Class 16 contains 11491 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 190844 members 
Mstep: Class 19 contains 68044 members 
Mstep: Class 20 contains 12517 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 209350 members 
Mstep: Class 23 contains 24027 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6265 members 
Mstep: Class 27 contains 9971 members 
Mstep: Class 28 contains 425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436160.000000 Penalty: 98363.328125
Iteration 127Q: 29 clusters Score -1.614362e+08 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20209 members 
Mstep: Class 4 contains 209610 members 
Mstep: Class 5 contains 167146 members 
Mstep: Class 6 contains 224469 members 
Mstep: Class 7 contains 3663 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 8927 members 
Mstep: Class 10 contains 38012 members 
Mstep: Class 11 contains 35365 members 
Mstep: Class 12 contains 55937 members 
Mstep: Class 13 contains 2077 members 
Mstep: Class 14 contains 76120 members 
Mstep: Class 15 contains 19576 members 
Mstep: Class 16 contains 11490 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 190059 members 
Mstep: Class 19 contains 67992 members 
Mstep: Class 20 contains 12509 members 
Mstep: Class 21 contains 469 members 
Mstep: Class 22 contains 210655 members 
Mstep: Class 23 contains 24034 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6272 members 
Mstep: Class 27 contains 10349 members 
Mstep: Class 28 contains 430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436480.000000 Penalty: 98363.328125
Iteration 128Q: 29 clusters Score -1.614365e+08 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20207 members 
Mstep: Class 4 contains 209536 members 
Mstep: Class 5 contains 166926 members 
Mstep: Class 6 contains 224063 members 
Mstep: Class 7 contains 3661 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 8920 members 
Mstep: Class 10 contains 37967 members 
Mstep: Class 11 contains 35357 members 
Mstep: Class 12 contains 55904 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 76139 members 
Mstep: Class 15 contains 19576 members 
Mstep: Class 16 contains 11493 members 
Mstep: Class 17 contains 8945 members 
Mstep: Class 18 contains 189333 members 
Mstep: Class 19 contains 67947 members 
Mstep: Class 20 contains 12504 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 211838 members 
Mstep: Class 23 contains 24047 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6281 members 
Mstep: Class 27 contains 10710 members 
Mstep: Class 28 contains 435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436560.000000 Penalty: 98363.328125
Iteration 129Q: 29 clusters Score -1.614366e+08 nChanged 3928
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20210 members 
Mstep: Class 4 contains 209414 members 
Mstep: Class 5 contains 166751 members 
Mstep: Class 6 contains 223664 members 
Mstep: Class 7 contains 3658 members 
Mstep: Class 8 contains 2657 members 
Mstep: Class 9 contains 8916 members 
Mstep: Class 10 contains 37956 members 
Mstep: Class 11 contains 35348 members 
Mstep: Class 12 contains 55875 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76165 members 
Mstep: Class 15 contains 19577 members 
Mstep: Class 16 contains 11496 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 188719 members 
Mstep: Class 19 contains 67910 members 
Mstep: Class 20 contains 12499 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 212840 members 
Mstep: Class 23 contains 24050 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6299 members 
Mstep: Class 27 contains 11076 members 
Mstep: Class 28 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436112.000000 Penalty: 98363.328125
Iteration 130Q: 29 clusters Score -1.614361e+08 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20217 members 
Mstep: Class 4 contains 209320 members 
Mstep: Class 5 contains 166610 members 
Mstep: Class 6 contains 223200 members 
Mstep: Class 7 contains 3656 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 8915 members 
Mstep: Class 10 contains 37930 members 
Mstep: Class 11 contains 35353 members 
Mstep: Class 12 contains 55844 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76184 members 
Mstep: Class 15 contains 19584 members 
Mstep: Class 16 contains 11499 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 188255 members 
Mstep: Class 19 contains 67881 members 
Mstep: Class 20 contains 12497 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 213677 members 
Mstep: Class 23 contains 24048 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6316 members 
Mstep: Class 27 contains 11439 members 
Mstep: Class 28 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436096.000000 Penalty: 98363.328125
Iteration 131Q: 29 clusters Score -1.614361e+08 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20213 members 
Mstep: Class 4 contains 209203 members 
Mstep: Class 5 contains 166481 members 
Mstep: Class 6 contains 222738 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 37901 members 
Mstep: Class 11 contains 35358 members 
Mstep: Class 12 contains 55814 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76210 members 
Mstep: Class 15 contains 19583 members 
Mstep: Class 16 contains 11501 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 187944 members 
Mstep: Class 19 contains 67869 members 
Mstep: Class 20 contains 12491 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 214368 members 
Mstep: Class 23 contains 24051 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6344 members 
Mstep: Class 27 contains 11802 members 
Mstep: Class 28 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435840.000000 Penalty: 98363.328125
Iteration 132Q: 29 clusters Score -1.614358e+08 nChanged 3607
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20212 members 
Mstep: Class 4 contains 209149 members 
Mstep: Class 5 contains 166341 members 
Mstep: Class 6 contains 222286 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 8913 members 
Mstep: Class 10 contains 37892 members 
Mstep: Class 11 contains 35360 members 
Mstep: Class 12 contains 55779 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76254 members 
Mstep: Class 15 contains 19587 members 
Mstep: Class 16 contains 11502 members 
Mstep: Class 17 contains 8936 members 
Mstep: Class 18 contains 187746 members 
Mstep: Class 19 contains 67848 members 
Mstep: Class 20 contains 12490 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 214868 members 
Mstep: Class 23 contains 24053 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6363 members 
Mstep: Class 27 contains 12154 members 
Mstep: Class 28 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436064.000000 Penalty: 98363.328125
Iteration 133Q: 29 clusters Score -1.614361e+08 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20201 members 
Mstep: Class 4 contains 209116 members 
Mstep: Class 5 contains 166210 members 
Mstep: Class 6 contains 221853 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 8916 members 
Mstep: Class 10 contains 37872 members 
Mstep: Class 11 contains 35354 members 
Mstep: Class 12 contains 55747 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76304 members 
Mstep: Class 15 contains 19589 members 
Mstep: Class 16 contains 11503 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 187604 members 
Mstep: Class 19 contains 67834 members 
Mstep: Class 20 contains 12493 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 215277 members 
Mstep: Class 23 contains 24054 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6381 members 
Mstep: Class 27 contains 12500 members 
Mstep: Class 28 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436128.000000 Penalty: 98363.328125
Iteration 134Q: 29 clusters Score -1.614361e+08 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20196 members 
Mstep: Class 4 contains 209082 members 
Mstep: Class 5 contains 166057 members 
Mstep: Class 6 contains 221504 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 8916 members 
Mstep: Class 10 contains 37834 members 
Mstep: Class 11 contains 35351 members 
Mstep: Class 12 contains 55711 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76358 members 
Mstep: Class 15 contains 19597 members 
Mstep: Class 16 contains 11503 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 187537 members 
Mstep: Class 19 contains 67819 members 
Mstep: Class 20 contains 12489 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 215576 members 
Mstep: Class 23 contains 24057 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6390 members 
Mstep: Class 27 contains 12834 members 
Mstep: Class 28 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436064.000000 Penalty: 98363.328125
Iteration 135Q: 29 clusters Score -1.614361e+08 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20182 members 
Mstep: Class 4 contains 209033 members 
Mstep: Class 5 contains 165941 members 
Mstep: Class 6 contains 221169 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 8916 members 
Mstep: Class 10 contains 37813 members 
Mstep: Class 11 contains 35347 members 
Mstep: Class 12 contains 55684 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76401 members 
Mstep: Class 15 contains 19597 members 
Mstep: Class 16 contains 11504 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 187586 members 
Mstep: Class 19 contains 67775 members 
Mstep: Class 20 contains 12487 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 215716 members 
Mstep: Class 23 contains 24056 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6409 members 
Mstep: Class 27 contains 13196 members 
Mstep: Class 28 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436320.000000 Penalty: 98363.328125
Iteration 136Q: 29 clusters Score -1.614363e+08 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20176 members 
Mstep: Class 4 contains 209010 members 
Mstep: Class 5 contains 165850 members 
Mstep: Class 6 contains 220834 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 8918 members 
Mstep: Class 10 contains 37791 members 
Mstep: Class 11 contains 35346 members 
Mstep: Class 12 contains 55635 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76433 members 
Mstep: Class 15 contains 19607 members 
Mstep: Class 16 contains 11504 members 
Mstep: Class 17 contains 8936 members 
Mstep: Class 18 contains 187679 members 
Mstep: Class 19 contains 67739 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 215805 members 
Mstep: Class 23 contains 24056 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6427 members 
Mstep: Class 27 contains 13524 members 
Mstep: Class 28 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436272.000000 Penalty: 98363.328125
Iteration 137Q: 29 clusters Score -1.614363e+08 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20159 members 
Mstep: Class 4 contains 209068 members 
Mstep: Class 5 contains 165785 members 
Mstep: Class 6 contains 220571 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 8918 members 
Mstep: Class 10 contains 37782 members 
Mstep: Class 11 contains 35340 members 
Mstep: Class 12 contains 55610 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76469 members 
Mstep: Class 15 contains 19614 members 
Mstep: Class 16 contains 11504 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 187848 members 
Mstep: Class 19 contains 67694 members 
Mstep: Class 20 contains 12481 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 215634 members 
Mstep: Class 23 contains 24061 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6444 members 
Mstep: Class 27 contains 13840 members 
Mstep: Class 28 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436256.000000 Penalty: 98363.328125
Iteration 138Q: 29 clusters Score -1.614363e+08 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20137 members 
Mstep: Class 4 contains 209178 members 
Mstep: Class 5 contains 165744 members 
Mstep: Class 6 contains 220399 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 8918 members 
Mstep: Class 10 contains 37774 members 
Mstep: Class 11 contains 35342 members 
Mstep: Class 12 contains 55576 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76493 members 
Mstep: Class 15 contains 19614 members 
Mstep: Class 16 contains 11504 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 188038 members 
Mstep: Class 19 contains 67650 members 
Mstep: Class 20 contains 12475 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 215314 members 
Mstep: Class 23 contains 24063 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6463 members 
Mstep: Class 27 contains 14142 members 
Mstep: Class 28 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436208.000000 Penalty: 98363.328125
Iteration 139Q: 29 clusters Score -1.614362e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20118 members 
Mstep: Class 4 contains 209304 members 
Mstep: Class 5 contains 165705 members 
Mstep: Class 6 contains 220284 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2658 members 
Mstep: Class 9 contains 8917 members 
Mstep: Class 10 contains 37780 members 
Mstep: Class 11 contains 35343 members 
Mstep: Class 12 contains 55555 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76525 members 
Mstep: Class 15 contains 19612 members 
Mstep: Class 16 contains 11504 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 188311 members 
Mstep: Class 19 contains 67610 members 
Mstep: Class 20 contains 12473 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 214824 members 
Mstep: Class 23 contains 24064 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6473 members 
Mstep: Class 27 contains 14426 members 
Mstep: Class 28 contains 436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435920.000000 Penalty: 98363.328125
Iteration 140F: 29 clusters Score -1.614359e+08 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 20106 members 
Mstep: Class 4 contains 209429 members 
Mstep: Class 5 contains 165653 members 
Mstep: Class 6 contains 220214 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 8916 members 
Mstep: Class 10 contains 37783 members 
Mstep: Class 11 contains 35343 members 
Mstep: Class 12 contains 55495 members 
Mstep: Class 13 contains 2071 members 
Mstep: Class 14 contains 76571 members 
Mstep: Class 15 contains 19614 members 
Mstep: Class 16 contains 11503 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 188666 members 
Mstep: Class 19 contains 67593 members 
Mstep: Class 20 contains 12473 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 214201 members 
Mstep: Class 23 contains 24065 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6487 members 
Mstep: Class 27 contains 14719 members 
Mstep: Class 28 contains 437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435824.000000 Penalty: 98363.328125
Iteration 141Q: 29 clusters Score -1.614358e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20096 members 
Mstep: Class 4 contains 209576 members 
Mstep: Class 5 contains 165604 members 
Mstep: Class 6 contains 220158 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 8915 members 
Mstep: Class 10 contains 37779 members 
Mstep: Class 11 contains 35345 members 
Mstep: Class 12 contains 55441 members 
Mstep: Class 13 contains 2070 members 
Mstep: Class 14 contains 76618 members 
Mstep: Class 15 contains 19611 members 
Mstep: Class 16 contains 11503 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 189085 members 
Mstep: Class 19 contains 67587 members 
Mstep: Class 20 contains 12473 members 
Mstep: Class 21 contains 470 members 
Mstep: Class 22 contains 213455 members 
Mstep: Class 23 contains 24067 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6496 members 
Mstep: Class 27 contains 15019 members 
Mstep: Class 28 contains 439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436144.000000 Penalty: 98363.328125
Iteration 142Q: 29 clusters Score -1.614361e+08 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20083 members 
Mstep: Class 4 contains 209718 members 
Mstep: Class 5 contains 165589 members 
Mstep: Class 6 contains 220136 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 8924 members 
Mstep: Class 10 contains 37791 members 
Mstep: Class 11 contains 35345 members 
Mstep: Class 12 contains 55413 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 76655 members 
Mstep: Class 15 contains 19616 members 
Mstep: Class 16 contains 11504 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 189512 members 
Mstep: Class 19 contains 67578 members 
Mstep: Class 20 contains 12471 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 212605 members 
Mstep: Class 23 contains 24063 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6505 members 
Mstep: Class 27 contains 15320 members 
Mstep: Class 28 contains 442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436384.000000 Penalty: 98363.328125
Iteration 143Q: 29 clusters Score -1.614364e+08 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20071 members 
Mstep: Class 4 contains 209820 members 
Mstep: Class 5 contains 165526 members 
Mstep: Class 6 contains 220166 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 2660 members 
Mstep: Class 9 contains 8925 members 
Mstep: Class 10 contains 37796 members 
Mstep: Class 11 contains 35348 members 
Mstep: Class 12 contains 55401 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 76698 members 
Mstep: Class 15 contains 19624 members 
Mstep: Class 16 contains 11506 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 189967 members 
Mstep: Class 19 contains 67553 members 
Mstep: Class 20 contains 12469 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 211767 members 
Mstep: Class 23 contains 24065 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6516 members 
Mstep: Class 27 contains 15612 members 
Mstep: Class 28 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436640.000000 Penalty: 98363.328125
Iteration 144Q: 29 clusters Score -1.614366e+08 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20053 members 
Mstep: Class 4 contains 209907 members 
Mstep: Class 5 contains 165518 members 
Mstep: Class 6 contains 220201 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 8928 members 
Mstep: Class 10 contains 37807 members 
Mstep: Class 11 contains 35350 members 
Mstep: Class 12 contains 55395 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 76747 members 
Mstep: Class 15 contains 19623 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 190445 members 
Mstep: Class 19 contains 67539 members 
Mstep: Class 20 contains 12468 members 
Mstep: Class 21 contains 471 members 
Mstep: Class 22 contains 210847 members 
Mstep: Class 23 contains 24064 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6525 members 
Mstep: Class 27 contains 15908 members 
Mstep: Class 28 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436688.000000 Penalty: 98363.328125
Iteration 145Q: 29 clusters Score -1.614367e+08 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 20018 members 
Mstep: Class 4 contains 210039 members 
Mstep: Class 5 contains 165525 members 
Mstep: Class 6 contains 220238 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 2657 members 
Mstep: Class 9 contains 8932 members 
Mstep: Class 10 contains 37807 members 
Mstep: Class 11 contains 35354 members 
Mstep: Class 12 contains 55377 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 76803 members 
Mstep: Class 15 contains 19617 members 
Mstep: Class 16 contains 11508 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 190987 members 
Mstep: Class 19 contains 67516 members 
Mstep: Class 20 contains 12467 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 209828 members 
Mstep: Class 23 contains 24066 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6541 members 
Mstep: Class 27 contains 16209 members 
Mstep: Class 28 contains 443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436672.000000 Penalty: 98363.328125
Iteration 146Q: 29 clusters Score -1.614367e+08 nChanged 3241
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19993 members 
Mstep: Class 4 contains 210164 members 
Mstep: Class 5 contains 165539 members 
Mstep: Class 6 contains 220277 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 8932 members 
Mstep: Class 10 contains 37816 members 
Mstep: Class 11 contains 35364 members 
Mstep: Class 12 contains 55355 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 76868 members 
Mstep: Class 15 contains 19615 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 191536 members 
Mstep: Class 19 contains 67500 members 
Mstep: Class 20 contains 12463 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 208787 members 
Mstep: Class 23 contains 24067 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6553 members 
Mstep: Class 27 contains 16492 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437040.000000 Penalty: 98363.328125
Iteration 147Q: 29 clusters Score -1.61437e+08 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19972 members 
Mstep: Class 4 contains 210370 members 
Mstep: Class 5 contains 165501 members 
Mstep: Class 6 contains 220290 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 8933 members 
Mstep: Class 10 contains 37813 members 
Mstep: Class 11 contains 35365 members 
Mstep: Class 12 contains 55321 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 76943 members 
Mstep: Class 15 contains 19610 members 
Mstep: Class 16 contains 11511 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 192052 members 
Mstep: Class 19 contains 67471 members 
Mstep: Class 20 contains 12458 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 207786 members 
Mstep: Class 23 contains 24071 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6580 members 
Mstep: Class 27 contains 16776 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436992.000000 Penalty: 98363.328125
Iteration 148Q: 29 clusters Score -1.61437e+08 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19957 members 
Mstep: Class 4 contains 210564 members 
Mstep: Class 5 contains 165459 members 
Mstep: Class 6 contains 220325 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 37805 members 
Mstep: Class 11 contains 35370 members 
Mstep: Class 12 contains 55319 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 77021 members 
Mstep: Class 15 contains 19612 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8951 members 
Mstep: Class 18 contains 192551 members 
Mstep: Class 19 contains 67437 members 
Mstep: Class 20 contains 12458 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 206743 members 
Mstep: Class 23 contains 24072 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6605 members 
Mstep: Class 27 contains 17074 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437120.000000 Penalty: 98363.328125
Iteration 149Q: 29 clusters Score -1.614371e+08 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19935 members 
Mstep: Class 4 contains 210742 members 
Mstep: Class 5 contains 165415 members 
Mstep: Class 6 contains 220432 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 37824 members 
Mstep: Class 11 contains 35366 members 
Mstep: Class 12 contains 55318 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 77084 members 
Mstep: Class 15 contains 19615 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 193045 members 
Mstep: Class 19 contains 67388 members 
Mstep: Class 20 contains 12458 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 205710 members 
Mstep: Class 23 contains 24074 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6624 members 
Mstep: Class 27 contains 17338 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437296.000000 Penalty: 98363.328125
Iteration 150Q: 29 clusters Score -1.614373e+08 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19921 members 
Mstep: Class 4 contains 210943 members 
Mstep: Class 5 contains 165298 members 
Mstep: Class 6 contains 220575 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 8938 members 
Mstep: Class 10 contains 37837 members 
Mstep: Class 11 contains 35369 members 
Mstep: Class 12 contains 55308 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77143 members 
Mstep: Class 15 contains 19617 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 193565 members 
Mstep: Class 19 contains 67313 members 
Mstep: Class 20 contains 12454 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 204694 members 
Mstep: Class 23 contains 24071 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6646 members 
Mstep: Class 27 contains 17612 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437216.000000 Penalty: 98363.328125
Iteration 151Q: 29 clusters Score -1.614372e+08 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19895 members 
Mstep: Class 4 contains 211128 members 
Mstep: Class 5 contains 165184 members 
Mstep: Class 6 contains 220776 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 2657 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 37842 members 
Mstep: Class 11 contains 35369 members 
Mstep: Class 12 contains 55297 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77203 members 
Mstep: Class 15 contains 19624 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8946 members 
Mstep: Class 18 contains 193998 members 
Mstep: Class 19 contains 67240 members 
Mstep: Class 20 contains 12452 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 203740 members 
Mstep: Class 23 contains 24075 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6664 members 
Mstep: Class 27 contains 17881 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437360.000000 Penalty: 98363.328125
Iteration 152Q: 29 clusters Score -1.614374e+08 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19870 members 
Mstep: Class 4 contains 211312 members 
Mstep: Class 5 contains 165100 members 
Mstep: Class 6 contains 220939 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 8938 members 
Mstep: Class 10 contains 37847 members 
Mstep: Class 11 contains 35370 members 
Mstep: Class 12 contains 55280 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77262 members 
Mstep: Class 15 contains 19635 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8945 members 
Mstep: Class 18 contains 194409 members 
Mstep: Class 19 contains 67165 members 
Mstep: Class 20 contains 12448 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 202858 members 
Mstep: Class 23 contains 24075 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6678 members 
Mstep: Class 27 contains 18121 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437888.000000 Penalty: 98363.328125
Iteration 153Q: 29 clusters Score -1.614379e+08 nChanged 3515
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19841 members 
Mstep: Class 4 contains 211426 members 
Mstep: Class 5 contains 164997 members 
Mstep: Class 6 contains 221069 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 2656 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 37840 members 
Mstep: Class 11 contains 35371 members 
Mstep: Class 12 contains 55287 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77328 members 
Mstep: Class 15 contains 19641 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 194740 members 
Mstep: Class 19 contains 67120 members 
Mstep: Class 20 contains 12448 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 202115 members 
Mstep: Class 23 contains 24075 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6694 members 
Mstep: Class 27 contains 18377 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438480.000000 Penalty: 98363.328125
Iteration 154Q: 29 clusters Score -1.614385e+08 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19811 members 
Mstep: Class 4 contains 211523 members 
Mstep: Class 5 contains 164887 members 
Mstep: Class 6 contains 221186 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 2655 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 37825 members 
Mstep: Class 11 contains 35368 members 
Mstep: Class 12 contains 55287 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77390 members 
Mstep: Class 15 contains 19646 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 195108 members 
Mstep: Class 19 contains 67073 members 
Mstep: Class 20 contains 12446 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 201402 members 
Mstep: Class 23 contains 24074 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6712 members 
Mstep: Class 27 contains 18636 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161439328.000000 Penalty: 98363.328125
Iteration 155Q: 29 clusters Score -1.614393e+08 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19781 members 
Mstep: Class 4 contains 211582 members 
Mstep: Class 5 contains 164790 members 
Mstep: Class 6 contains 221302 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 8942 members 
Mstep: Class 10 contains 37808 members 
Mstep: Class 11 contains 35368 members 
Mstep: Class 12 contains 55284 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77454 members 
Mstep: Class 15 contains 19649 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 195465 members 
Mstep: Class 19 contains 67033 members 
Mstep: Class 20 contains 12448 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 200740 members 
Mstep: Class 23 contains 24075 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6729 members 
Mstep: Class 27 contains 18870 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440032.000000 Penalty: 98363.328125
Iteration 156Q: 29 clusters Score -1.6144e+08 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19752 members 
Mstep: Class 4 contains 211636 members 
Mstep: Class 5 contains 164650 members 
Mstep: Class 6 contains 221414 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 37779 members 
Mstep: Class 11 contains 35368 members 
Mstep: Class 12 contains 55279 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77510 members 
Mstep: Class 15 contains 19651 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8945 members 
Mstep: Class 18 contains 195734 members 
Mstep: Class 19 contains 67003 members 
Mstep: Class 20 contains 12444 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 200250 members 
Mstep: Class 23 contains 24075 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6742 members 
Mstep: Class 27 contains 19095 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440704.000000 Penalty: 98363.328125
Iteration 157Q: 29 clusters Score -1.614407e+08 nChanged 3946
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19724 members 
Mstep: Class 4 contains 211682 members 
Mstep: Class 5 contains 164506 members 
Mstep: Class 6 contains 221445 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 37766 members 
Mstep: Class 11 contains 35365 members 
Mstep: Class 12 contains 55274 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77594 members 
Mstep: Class 15 contains 19661 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 195960 members 
Mstep: Class 19 contains 66966 members 
Mstep: Class 20 contains 12446 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 199825 members 
Mstep: Class 23 contains 24075 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6761 members 
Mstep: Class 27 contains 19329 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440784.000000 Penalty: 98363.328125
Iteration 158Q: 29 clusters Score -1.614408e+08 nChanged 3835
Entering ConstructFrom: 
Score: -161440784.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (7866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Entering Unmasked Estep 
Score: -875550.187500 Penalty: 2224.635498
	Iteration 0F: 2 clusters Score -875550.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -869252.000000 Penalty: 4449.270996
	Iteration 0F: 3 clusters Score -869252 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -871005.187500 Penalty: 4449.270996
	Iteration 1F: 3 clusters Score -871005.2 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -871281.937500 Penalty: 4449.270996
	Iteration 2F: 3 clusters Score -871281.9 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -871510.375000 Penalty: 4449.270996
	Iteration 3F: 3 clusters Score -871510.4 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -871739.000000 Penalty: 4449.270996
	Iteration 4Q: 3 clusters Score -871739 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -872007.125000 Penalty: 4449.270996
	Iteration 5Q: 3 clusters Score -872007.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -872309.250000 Penalty: 4449.270996
	Iteration 6Q: 3 clusters Score -872309.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -872542.125000 Penalty: 4449.270996
	Iteration 7Q: 3 clusters Score -872542.1 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -872766.812500 Penalty: 4449.270996
	Iteration 8Q: 3 clusters Score -872766.8 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -872970.812500 Penalty: 4449.270996
	Iteration 9Q: 3 clusters Score -872970.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -873159.562500 Penalty: 4449.270996
	Iteration 10Q: 3 clusters Score -873159.6 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -873340.625000 Penalty: 4449.270996
	Iteration 11Q: 3 clusters Score -873340.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -873491.125000 Penalty: 4449.270996
	Iteration 12Q: 3 clusters Score -873491.1 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -873591.562500 Penalty: 4449.270996
	Iteration 13Q: 3 clusters Score -873591.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -873661.375000 Penalty: 4449.270996
	Iteration 14Q: 3 clusters Score -873661.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -873713.375000 Penalty: 4449.270996
	Iteration 15Q: 3 clusters Score -873713.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -873739.625000 Penalty: 4449.270996
	Iteration 16Q: 3 clusters Score -873739.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -873765.625000 Penalty: 4449.270996
	Iteration 17Q: 3 clusters Score -873765.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -873791.750000 Penalty: 4449.270996
	Iteration 18Q: 3 clusters Score -873791.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -873813.812500 Penalty: 4449.270996
	Iteration 19Q: 3 clusters Score -873813.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -873830.062500 Penalty: 4449.270996
	Iteration 20F: 3 clusters Score -873830.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -873841.812500 Penalty: 4449.270996
	Iteration 21Q: 3 clusters Score -873841.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -873849.687500 Penalty: 4449.270996
	Iteration 22Q: 3 clusters Score -873849.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -873855.812500 Penalty: 4449.270996
	Iteration 23Q: 3 clusters Score -873855.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -873858.312500 Penalty: 4449.270996
	Iteration 24Q: 3 clusters Score -873858.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -873860.750000 Penalty: 4449.270996
	Iteration 25Q: 3 clusters Score -873860.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -873862.812500 Penalty: 4449.270996
	Iteration 26Q: 3 clusters Score -873862.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -873864.875000 Penalty: 4449.270996
	Iteration 27Q: 3 clusters Score -873864.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -873866.125000 Penalty: 4449.270996
	Iteration 28Q: 3 clusters Score -873866.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -873869.625000 Penalty: 4449.270996
	Iteration 29Q: 3 clusters Score -873869.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -873870.312500 Penalty: 4449.270996
	Iteration 30Q: 3 clusters Score -873870.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -873872.687500 Penalty: 4449.270996
	Iteration 31Q: 3 clusters Score -873872.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -873873.500000 Penalty: 4449.270996
	Iteration 32Q: 3 clusters Score -873873.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -873873.812500 Penalty: 4449.270996
	Iteration 33Q: 3 clusters Score -873873.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -873877.125000 Penalty: 4449.270996
	Iteration 34Q: 3 clusters Score -873877.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -873879.250000 Penalty: 4449.270996
	Iteration 35Q: 3 clusters Score -873879.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -873880.687500 Penalty: 4449.270996
	Iteration 36Q: 3 clusters Score -873880.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -873883.250000 Penalty: 4449.270996
	Iteration 37Q: 3 clusters Score -873883.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6010 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -873885.812500 Penalty: 4449.270996
	Iteration 38Q: 3 clusters Score -873885.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -873885.562500 Penalty: 4449.270996
	Iteration 39Q: 3 clusters Score -873885.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -873887.187500 Penalty: 4449.270996
	Iteration 40F: 3 clusters Score -873887.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -873889.312500 Penalty: 4449.270996
	Iteration 41Q: 3 clusters Score -873889.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -873888.687500 Penalty: 4449.270996
	Iteration 42Q: 3 clusters Score -873888.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -873888.937500 Penalty: 4449.270996
	Iteration 43Q: 3 clusters Score -873888.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -873888.937500 Penalty: 4449.270996
	Iteration 44F: 3 clusters Score -873888.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Entering Unmasked Estep 
Score: -90625.531250 Penalty: 1766.270874
	Iteration 0F: 2 clusters Score -90625.53 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 599 members 
Entering Unmasked Estep 
Score: -88554.843750 Penalty: 3532.541748
	Iteration 0F: 3 clusters Score -88554.84 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -89009.984375 Penalty: 3532.541748
	Iteration 1F: 3 clusters Score -89009.98 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -89197.617188 Penalty: 3532.541748
	Iteration 2F: 3 clusters Score -89197.62 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -89349.515625 Penalty: 3532.541748
	Iteration 3F: 3 clusters Score -89349.52 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -89588.562500 Penalty: 3532.541748
	Iteration 4F: 3 clusters Score -89588.56 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -90324.945312 Penalty: 3532.541748
	Iteration 5F: 3 clusters Score -90324.95 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -90836.117188 Penalty: 3532.541748
	Iteration 6F: 3 clusters Score -90836.12 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -91170.945312 Penalty: 3532.541748
	Iteration 7F: 3 clusters Score -91170.95 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -91301.843750 Penalty: 3532.541748
	Iteration 8Q: 3 clusters Score -91301.84 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -91366.210938 Penalty: 3532.541748
	Iteration 9Q: 3 clusters Score -91366.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -91410.843750 Penalty: 3532.541748
	Iteration 10Q: 3 clusters Score -91410.84 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -91424.468750 Penalty: 3532.541748
	Iteration 11Q: 3 clusters Score -91424.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -91434.695312 Penalty: 3532.541748
	Iteration 12Q: 3 clusters Score -91434.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -91445.484375 Penalty: 3532.541748
	Iteration 13Q: 3 clusters Score -91445.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -91449.867188 Penalty: 3532.541748
	Iteration 14Q: 3 clusters Score -91449.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -91452.117188 Penalty: 3532.541748
	Iteration 15Q: 3 clusters Score -91452.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -91452.117188 Penalty: 3532.541748
	Iteration 16F: 3 clusters Score -91452.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 376 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 211743 members 
Mstep: Class 5 contains 164363 members 
Mstep: Class 6 contains 221403 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 8945 members 
Mstep: Class 10 contains 37775 members 
Mstep: Class 11 contains 35364 members 
Mstep: Class 12 contains 55255 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77687 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 196137 members 
Mstep: Class 19 contains 66928 members 
Mstep: Class 20 contains 12446 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 199490 members 
Mstep: Class 23 contains 24074 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6769 members 
Mstep: Class 27 contains 19567 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 863 members 
Entering Unmasked Estep 
Score: -161440304.000000 Penalty: 101876.304688
Splitting cluster 2 changes total score from -161440784.000000 to -161440304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (19702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19702 members 
Entering Unmasked Estep 
Score: -2175278.250000 Penalty: 2452.341797
	Iteration 0F: 2 clusters Score -2175278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2161393.250000 Penalty: 4904.683594
	Iteration 0F: 3 clusters Score -2161393 nChanged 8621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -2166052.250000 Penalty: 4904.683594
	Iteration 1F: 3 clusters Score -2166052 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10114 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -2166540.000000 Penalty: 4904.683594
	Iteration 2F: 3 clusters Score -2166540 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2166989.000000 Penalty: 4904.683594
	Iteration 3F: 3 clusters Score -2166989 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -2167423.000000 Penalty: 4904.683594
	Iteration 4Q: 3 clusters Score -2167423 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2167967.000000 Penalty: 4904.683594
	Iteration 5Q: 3 clusters Score -2167967 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2168496.500000 Penalty: 4904.683594
	Iteration 6Q: 3 clusters Score -2168496 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2169024.750000 Penalty: 4904.683594
	Iteration 7Q: 3 clusters Score -2169025 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2169584.250000 Penalty: 4904.683594
	Iteration 8Q: 3 clusters Score -2169584 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -2170166.500000 Penalty: 4904.683594
	Iteration 9Q: 3 clusters Score -2170166 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -2170747.000000 Penalty: 4904.683594
	Iteration 10Q: 3 clusters Score -2170747 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2171303.000000 Penalty: 4904.683594
	Iteration 11Q: 3 clusters Score -2171303 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2171765.000000 Penalty: 4904.683594
	Iteration 12Q: 3 clusters Score -2171765 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2172167.250000 Penalty: 4904.683594
	Iteration 13Q: 3 clusters Score -2172167 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2172526.500000 Penalty: 4904.683594
	Iteration 14Q: 3 clusters Score -2172526 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 6875 members 
Entering Unmasked Estep 
Score: -2172787.500000 Penalty: 4904.683594
	Iteration 15Q: 3 clusters Score -2172788 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2172994.250000 Penalty: 4904.683594
	Iteration 16Q: 3 clusters Score -2172994 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -2173128.000000 Penalty: 4904.683594
	Iteration 17Q: 3 clusters Score -2173128 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2173233.000000 Penalty: 4904.683594
	Iteration 18Q: 3 clusters Score -2173233 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -2173335.250000 Penalty: 4904.683594
	Iteration 19Q: 3 clusters Score -2173335 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2173448.000000 Penalty: 4904.683594
	Iteration 20F: 3 clusters Score -2173448 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2173548.250000 Penalty: 4904.683594
	Iteration 21Q: 3 clusters Score -2173548 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2173665.500000 Penalty: 4904.683594
	Iteration 22Q: 3 clusters Score -2173666 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2173789.750000 Penalty: 4904.683594
	Iteration 23Q: 3 clusters Score -2173790 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -2173936.500000 Penalty: 4904.683594
	Iteration 24Q: 3 clusters Score -2173936 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2174084.000000 Penalty: 4904.683594
	Iteration 25Q: 3 clusters Score -2174084 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2174198.500000 Penalty: 4904.683594
	Iteration 26Q: 3 clusters Score -2174198 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -2174262.750000 Penalty: 4904.683594
	Iteration 27Q: 3 clusters Score -2174263 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -2174317.250000 Penalty: 4904.683594
	Iteration 28Q: 3 clusters Score -2174317 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2174341.000000 Penalty: 4904.683594
	Iteration 29Q: 3 clusters Score -2174341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2174353.250000 Penalty: 4904.683594
	Iteration 30Q: 3 clusters Score -2174353 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -2174370.000000 Penalty: 4904.683594
	Iteration 31Q: 3 clusters Score -2174370 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2174374.500000 Penalty: 4904.683594
	Iteration 32Q: 3 clusters Score -2174374 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -2174382.750000 Penalty: 4904.683594
	Iteration 33Q: 3 clusters Score -2174383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15119 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -2174379.000000 Penalty: 4904.683594
	Iteration 34Q: 3 clusters Score -2174379 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -2174383.250000 Penalty: 4904.683594
	Iteration 35Q: 3 clusters Score -2174383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15133 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -2174384.000000 Penalty: 4904.683594
	Iteration 36Q: 3 clusters Score -2174384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -2174380.250000 Penalty: 4904.683594
	Iteration 37Q: 3 clusters Score -2174380 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15139 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -2174381.000000 Penalty: 4904.683594
	Iteration 38Q: 3 clusters Score -2174381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -2174386.000000 Penalty: 4904.683594
	Iteration 39Q: 3 clusters Score -2174386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -2174385.250000 Penalty: 4904.683594
	Iteration 40F: 3 clusters Score -2174385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -2174388.000000 Penalty: 4904.683594
	Iteration 41Q: 3 clusters Score -2174388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -2174385.000000 Penalty: 4904.683594
	Iteration 42Q: 3 clusters Score -2174385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -2174386.000000 Penalty: 4904.683594
	Iteration 43Q: 3 clusters Score -2174386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2174384.500000 Penalty: 4904.683594
	Iteration 44Q: 3 clusters Score -2174384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2174384.500000 Penalty: 4904.683594
	Iteration 45F: 3 clusters Score -2174384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (211743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211743 members 
Entering Unmasked Estep 
Score: -24915786.000000 Penalty: 3041.255859
	Iteration 0F: 2 clusters Score -2.491579e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105920 members 
Mstep: Class 2 contains 105823 members 
Entering Unmasked Estep 
Score: -24777460.000000 Penalty: 6082.511719
	Iteration 0F: 3 clusters Score -2.477746e+07 nChanged 101758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106262 members 
Mstep: Class 2 contains 105481 members 
Entering Unmasked Estep 
Score: -24836994.000000 Penalty: 6082.511719
	Iteration 1F: 3 clusters Score -2.483699e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106402 members 
Mstep: Class 2 contains 105341 members 
Entering Unmasked Estep 
Score: -24838148.000000 Penalty: 6082.511719
	Iteration 2Q: 3 clusters Score -2.483815e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106612 members 
Mstep: Class 2 contains 105131 members 
Entering Unmasked Estep 
Score: -24839406.000000 Penalty: 6082.511719
	Iteration 3Q: 3 clusters Score -2.483941e+07 nChanged 5982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106920 members 
Mstep: Class 2 contains 104823 members 
Entering Unmasked Estep 
Score: -24840834.000000 Penalty: 6082.511719
	Iteration 4Q: 3 clusters Score -2.484083e+07 nChanged 6358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107480 members 
Mstep: Class 2 contains 104263 members 
Entering Unmasked Estep 
Score: -24842482.000000 Penalty: 6082.511719
	Iteration 5Q: 3 clusters Score -2.484248e+07 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108407 members 
Mstep: Class 2 contains 103336 members 
Entering Unmasked Estep 
Score: -24844876.000000 Penalty: 6082.511719
	Iteration 6Q: 3 clusters Score -2.484488e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109645 members 
Mstep: Class 2 contains 102098 members 
Entering Unmasked Estep 
Score: -24847488.000000 Penalty: 6082.511719
	Iteration 7Q: 3 clusters Score -2.484749e+07 nChanged 8709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111152 members 
Mstep: Class 2 contains 100591 members 
Entering Unmasked Estep 
Score: -24851096.000000 Penalty: 6082.511719
	Iteration 8Q: 3 clusters Score -2.48511e+07 nChanged 9839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113015 members 
Mstep: Class 2 contains 98728 members 
Entering Unmasked Estep 
Score: -24855934.000000 Penalty: 6082.511719
	Iteration 9Q: 3 clusters Score -2.485593e+07 nChanged 11025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114944 members 
Mstep: Class 2 contains 96799 members 
Entering Unmasked Estep 
Score: -24862404.000000 Penalty: 6082.511719
	Iteration 10F: 3 clusters Score -2.48624e+07 nChanged 11904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116670 members 
Mstep: Class 2 contains 95073 members 
Entering Unmasked Estep 
Score: -24869864.000000 Penalty: 6082.511719
	Iteration 11F: 3 clusters Score -2.486986e+07 nChanged 11907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118169 members 
Mstep: Class 2 contains 93574 members 
Entering Unmasked Estep 
Score: -24877012.000000 Penalty: 6082.511719
	Iteration 12F: 3 clusters Score -2.487701e+07 nChanged 10406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119123 members 
Mstep: Class 2 contains 92620 members 
Entering Unmasked Estep 
Score: -24882142.000000 Penalty: 6082.511719
	Iteration 13Q: 3 clusters Score -2.488214e+07 nChanged 7599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119732 members 
Mstep: Class 2 contains 92011 members 
Entering Unmasked Estep 
Score: -24884924.000000 Penalty: 6082.511719
	Iteration 14Q: 3 clusters Score -2.488492e+07 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120178 members 
Mstep: Class 2 contains 91565 members 
Entering Unmasked Estep 
Score: -24885958.000000 Penalty: 6082.511719
	Iteration 15Q: 3 clusters Score -2.488596e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120545 members 
Mstep: Class 2 contains 91198 members 
Entering Unmasked Estep 
Score: -24886350.000000 Penalty: 6082.511719
	Iteration 16Q: 3 clusters Score -2.488635e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120947 members 
Mstep: Class 2 contains 90796 members 
Entering Unmasked Estep 
Score: -24886744.000000 Penalty: 6082.511719
	Iteration 17Q: 3 clusters Score -2.488674e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121346 members 
Mstep: Class 2 contains 90397 members 
Entering Unmasked Estep 
Score: -24886962.000000 Penalty: 6082.511719
	Iteration 18Q: 3 clusters Score -2.488696e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121736 members 
Mstep: Class 2 contains 90007 members 
Entering Unmasked Estep 
Score: -24887224.000000 Penalty: 6082.511719
	Iteration 19Q: 3 clusters Score -2.488722e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122174 members 
Mstep: Class 2 contains 89569 members 
Entering Unmasked Estep 
Score: -24887534.000000 Penalty: 6082.511719
	Iteration 20F: 3 clusters Score -2.488753e+07 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122580 members 
Mstep: Class 2 contains 89163 members 
Entering Unmasked Estep 
Score: -24887902.000000 Penalty: 6082.511719
	Iteration 21Q: 3 clusters Score -2.48879e+07 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122962 members 
Mstep: Class 2 contains 88781 members 
Entering Unmasked Estep 
Score: -24888116.000000 Penalty: 6082.511719
	Iteration 22Q: 3 clusters Score -2.488812e+07 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123389 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -24888454.000000 Penalty: 6082.511719
	Iteration 23Q: 3 clusters Score -2.488845e+07 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123721 members 
Mstep: Class 2 contains 88022 members 
Entering Unmasked Estep 
Score: -24888574.000000 Penalty: 6082.511719
	Iteration 24Q: 3 clusters Score -2.488857e+07 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124042 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -24888770.000000 Penalty: 6082.511719
	Iteration 25Q: 3 clusters Score -2.488877e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124348 members 
Mstep: Class 2 contains 87395 members 
Entering Unmasked Estep 
Score: -24889016.000000 Penalty: 6082.511719
	Iteration 26Q: 3 clusters Score -2.488902e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124661 members 
Mstep: Class 2 contains 87082 members 
Entering Unmasked Estep 
Score: -24889282.000000 Penalty: 6082.511719
	Iteration 27Q: 3 clusters Score -2.488928e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124973 members 
Mstep: Class 2 contains 86770 members 
Entering Unmasked Estep 
Score: -24889534.000000 Penalty: 6082.511719
	Iteration 28Q: 3 clusters Score -2.488953e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125323 members 
Mstep: Class 2 contains 86420 members 
Entering Unmasked Estep 
Score: -24889910.000000 Penalty: 6082.511719
	Iteration 29Q: 3 clusters Score -2.488991e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125674 members 
Mstep: Class 2 contains 86069 members 
Entering Unmasked Estep 
Score: -24890194.000000 Penalty: 6082.511719
	Iteration 30Q: 3 clusters Score -2.489019e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126085 members 
Mstep: Class 2 contains 85658 members 
Entering Unmasked Estep 
Score: -24890430.000000 Penalty: 6082.511719
	Iteration 31Q: 3 clusters Score -2.489043e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126467 members 
Mstep: Class 2 contains 85276 members 
Entering Unmasked Estep 
Score: -24890742.000000 Penalty: 6082.511719
	Iteration 32Q: 3 clusters Score -2.489074e+07 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126969 members 
Mstep: Class 2 contains 84774 members 
Entering Unmasked Estep 
Score: -24890956.000000 Penalty: 6082.511719
	Iteration 33Q: 3 clusters Score -2.489096e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127545 members 
Mstep: Class 2 contains 84198 members 
Entering Unmasked Estep 
Score: -24891222.000000 Penalty: 6082.511719
	Iteration 34Q: 3 clusters Score -2.489122e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128194 members 
Mstep: Class 2 contains 83549 members 
Entering Unmasked Estep 
Score: -24891402.000000 Penalty: 6082.511719
	Iteration 35Q: 3 clusters Score -2.48914e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128885 members 
Mstep: Class 2 contains 82858 members 
Entering Unmasked Estep 
Score: -24891648.000000 Penalty: 6082.511719
	Iteration 36Q: 3 clusters Score -2.489165e+07 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129609 members 
Mstep: Class 2 contains 82134 members 
Entering Unmasked Estep 
Score: -24891802.000000 Penalty: 6082.511719
	Iteration 37Q: 3 clusters Score -2.48918e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130333 members 
Mstep: Class 2 contains 81410 members 
Entering Unmasked Estep 
Score: -24891888.000000 Penalty: 6082.511719
	Iteration 38Q: 3 clusters Score -2.489189e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131144 members 
Mstep: Class 2 contains 80599 members 
Entering Unmasked Estep 
Score: -24892110.000000 Penalty: 6082.511719
	Iteration 39Q: 3 clusters Score -2.489211e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132080 members 
Mstep: Class 2 contains 79663 members 
Entering Unmasked Estep 
Score: -24892228.000000 Penalty: 6082.511719
	Iteration 40F: 3 clusters Score -2.489223e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133121 members 
Mstep: Class 2 contains 78622 members 
Entering Unmasked Estep 
Score: -24892530.000000 Penalty: 6082.511719
	Iteration 41Q: 3 clusters Score -2.489253e+07 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134295 members 
Mstep: Class 2 contains 77448 members 
Entering Unmasked Estep 
Score: -24892710.000000 Penalty: 6082.511719
	Iteration 42Q: 3 clusters Score -2.489271e+07 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135566 members 
Mstep: Class 2 contains 76177 members 
Entering Unmasked Estep 
Score: -24892986.000000 Penalty: 6082.511719
	Iteration 43Q: 3 clusters Score -2.489299e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136978 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -24893178.000000 Penalty: 6082.511719
	Iteration 44Q: 3 clusters Score -2.489318e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138487 members 
Mstep: Class 2 contains 73256 members 
Entering Unmasked Estep 
Score: -24893380.000000 Penalty: 6082.511719
	Iteration 45Q: 3 clusters Score -2.489338e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140129 members 
Mstep: Class 2 contains 71614 members 
Entering Unmasked Estep 
Score: -24893746.000000 Penalty: 6082.511719
	Iteration 46Q: 3 clusters Score -2.489375e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141864 members 
Mstep: Class 2 contains 69879 members 
Entering Unmasked Estep 
Score: -24894086.000000 Penalty: 6082.511719
	Iteration 47Q: 3 clusters Score -2.489409e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143663 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -24894398.000000 Penalty: 6082.511719
	Iteration 48Q: 3 clusters Score -2.48944e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145687 members 
Mstep: Class 2 contains 66056 members 
Entering Unmasked Estep 
Score: -24894562.000000 Penalty: 6082.511719
	Iteration 49Q: 3 clusters Score -2.489456e+07 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147845 members 
Mstep: Class 2 contains 63898 members 
Entering Unmasked Estep 
Score: -24894904.000000 Penalty: 6082.511719
	Iteration 50Q: 3 clusters Score -2.48949e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150065 members 
Mstep: Class 2 contains 61678 members 
Entering Unmasked Estep 
Score: -24895522.000000 Penalty: 6082.511719
	Iteration 51Q: 3 clusters Score -2.489552e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152419 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -24896100.000000 Penalty: 6082.511719
	Iteration 52Q: 3 clusters Score -2.48961e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154874 members 
Mstep: Class 2 contains 56869 members 
Entering Unmasked Estep 
Score: -24896590.000000 Penalty: 6082.511719
	Iteration 53Q: 3 clusters Score -2.489659e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157467 members 
Mstep: Class 2 contains 54276 members 
Entering Unmasked Estep 
Score: -24896980.000000 Penalty: 6082.511719
	Iteration 54Q: 3 clusters Score -2.489698e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160125 members 
Mstep: Class 2 contains 51618 members 
Entering Unmasked Estep 
Score: -24897602.000000 Penalty: 6082.511719
	Iteration 55Q: 3 clusters Score -2.48976e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162762 members 
Mstep: Class 2 contains 48981 members 
Entering Unmasked Estep 
Score: -24898078.000000 Penalty: 6082.511719
	Iteration 56Q: 3 clusters Score -2.489808e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165480 members 
Mstep: Class 2 contains 46263 members 
Entering Unmasked Estep 
Score: -24898994.000000 Penalty: 6082.511719
	Iteration 57Q: 3 clusters Score -2.489899e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168245 members 
Mstep: Class 2 contains 43498 members 
Entering Unmasked Estep 
Score: -24899640.000000 Penalty: 6082.511719
	Iteration 58Q: 3 clusters Score -2.489964e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170943 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -24900176.000000 Penalty: 6082.511719
	Iteration 59Q: 3 clusters Score -2.490018e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173704 members 
Mstep: Class 2 contains 38039 members 
Entering Unmasked Estep 
Score: -24900868.000000 Penalty: 6082.511719
	Iteration 60F: 3 clusters Score -2.490087e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176466 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -24901504.000000 Penalty: 6082.511719
	Iteration 61Q: 3 clusters Score -2.49015e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179216 members 
Mstep: Class 2 contains 32527 members 
Entering Unmasked Estep 
Score: -24902118.000000 Penalty: 6082.511719
	Iteration 62Q: 3 clusters Score -2.490212e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181939 members 
Mstep: Class 2 contains 29804 members 
Entering Unmasked Estep 
Score: -24902928.000000 Penalty: 6082.511719
	Iteration 63Q: 3 clusters Score -2.490293e+07 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184587 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -24903666.000000 Penalty: 6082.511719
	Iteration 64Q: 3 clusters Score -2.490367e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187151 members 
Mstep: Class 2 contains 24592 members 
Entering Unmasked Estep 
Score: -24904428.000000 Penalty: 6082.511719
	Iteration 65Q: 3 clusters Score -2.490443e+07 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189580 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -24905292.000000 Penalty: 6082.511719
	Iteration 66Q: 3 clusters Score -2.490529e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191991 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -24906154.000000 Penalty: 6082.511719
	Iteration 67Q: 3 clusters Score -2.490615e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194301 members 
Mstep: Class 2 contains 17442 members 
Entering Unmasked Estep 
Score: -24907208.000000 Penalty: 6082.511719
	Iteration 68Q: 3 clusters Score -2.490721e+07 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196419 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -24907882.000000 Penalty: 6082.511719
	Iteration 69Q: 3 clusters Score -2.490788e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198319 members 
Mstep: Class 2 contains 13424 members 
Entering Unmasked Estep 
Score: -24908506.000000 Penalty: 6082.511719
	Iteration 70Q: 3 clusters Score -2.490851e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199988 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -24909186.000000 Penalty: 6082.511719
	Iteration 71Q: 3 clusters Score -2.490919e+07 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201527 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -24909746.000000 Penalty: 6082.511719
	Iteration 72Q: 3 clusters Score -2.490975e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202850 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -24910328.000000 Penalty: 6082.511719
	Iteration 73Q: 3 clusters Score -2.491033e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203998 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -24910750.000000 Penalty: 6082.511719
	Iteration 74Q: 3 clusters Score -2.491075e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204963 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -24911120.000000 Penalty: 6082.511719
	Iteration 75Q: 3 clusters Score -2.491112e+07 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205774 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -24911376.000000 Penalty: 6082.511719
	Iteration 76Q: 3 clusters Score -2.491138e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206456 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -24911632.000000 Penalty: 6082.511719
	Iteration 77Q: 3 clusters Score -2.491163e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207042 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -24911876.000000 Penalty: 6082.511719
	Iteration 78Q: 3 clusters Score -2.491188e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207523 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -24912116.000000 Penalty: 6082.511719
	Iteration 79Q: 3 clusters Score -2.491212e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207921 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -24912216.000000 Penalty: 6082.511719
	Iteration 80F: 3 clusters Score -2.491222e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208273 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -24912366.000000 Penalty: 6082.511719
	Iteration 81Q: 3 clusters Score -2.491237e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208560 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -24912506.000000 Penalty: 6082.511719
	Iteration 82Q: 3 clusters Score -2.491251e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208790 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -24912552.000000 Penalty: 6082.511719
	Iteration 83Q: 3 clusters Score -2.491255e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208982 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -24912660.000000 Penalty: 6082.511719
	Iteration 84Q: 3 clusters Score -2.491266e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209157 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -24912756.000000 Penalty: 6082.511719
	Iteration 85Q: 3 clusters Score -2.491276e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209286 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -24912808.000000 Penalty: 6082.511719
	Iteration 86Q: 3 clusters Score -2.491281e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209384 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -24912852.000000 Penalty: 6082.511719
	Iteration 87Q: 3 clusters Score -2.491285e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209470 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -24912882.000000 Penalty: 6082.511719
	Iteration 88Q: 3 clusters Score -2.491288e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209547 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -24912944.000000 Penalty: 6082.511719
	Iteration 89Q: 3 clusters Score -2.491294e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209612 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -24912946.000000 Penalty: 6082.511719
	Iteration 90Q: 3 clusters Score -2.491295e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209671 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -24912958.000000 Penalty: 6082.511719
	Iteration 91Q: 3 clusters Score -2.491296e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209720 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -24912980.000000 Penalty: 6082.511719
	Iteration 92Q: 3 clusters Score -2.491298e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209774 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -24912970.000000 Penalty: 6082.511719
	Iteration 93Q: 3 clusters Score -2.491297e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209829 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -24913002.000000 Penalty: 6082.511719
	Iteration 94Q: 3 clusters Score -2.4913e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209868 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -24913032.000000 Penalty: 6082.511719
	Iteration 95Q: 3 clusters Score -2.491303e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209897 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -24913060.000000 Penalty: 6082.511719
	Iteration 96Q: 3 clusters Score -2.491306e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209928 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -24913080.000000 Penalty: 6082.511719
	Iteration 97Q: 3 clusters Score -2.491308e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209961 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -24913094.000000 Penalty: 6082.511719
	Iteration 98Q: 3 clusters Score -2.491309e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209981 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -24913116.000000 Penalty: 6082.511719
	Iteration 99Q: 3 clusters Score -2.491312e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209995 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -24913130.000000 Penalty: 6082.511719
	Iteration 100F: 3 clusters Score -2.491313e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210010 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -24913146.000000 Penalty: 6082.511719
	Iteration 101Q: 3 clusters Score -2.491315e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210027 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -24913174.000000 Penalty: 6082.511719
	Iteration 102Q: 3 clusters Score -2.491317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210039 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -24913158.000000 Penalty: 6082.511719
	Iteration 103Q: 3 clusters Score -2.491316e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210051 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -24913170.000000 Penalty: 6082.511719
	Iteration 104Q: 3 clusters Score -2.491317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210057 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -24913156.000000 Penalty: 6082.511719
	Iteration 105Q: 3 clusters Score -2.491316e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210066 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -24913170.000000 Penalty: 6082.511719
	Iteration 106Q: 3 clusters Score -2.491317e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210076 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -24913164.000000 Penalty: 6082.511719
	Iteration 107Q: 3 clusters Score -2.491316e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210084 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -24913184.000000 Penalty: 6082.511719
	Iteration 108Q: 3 clusters Score -2.491318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210086 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -24913188.000000 Penalty: 6082.511719
	Iteration 109Q: 3 clusters Score -2.491319e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210092 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -24913190.000000 Penalty: 6082.511719
	Iteration 110Q: 3 clusters Score -2.491319e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210096 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -24913166.000000 Penalty: 6082.511719
	Iteration 111Q: 3 clusters Score -2.491317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210103 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -24913202.000000 Penalty: 6082.511719
	Iteration 112Q: 3 clusters Score -2.49132e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210111 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -24913190.000000 Penalty: 6082.511719
	Iteration 113Q: 3 clusters Score -2.491319e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210118 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -24913210.000000 Penalty: 6082.511719
	Iteration 114Q: 3 clusters Score -2.491321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210122 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -24913232.000000 Penalty: 6082.511719
	Iteration 115Q: 3 clusters Score -2.491323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210129 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -24913226.000000 Penalty: 6082.511719
	Iteration 116Q: 3 clusters Score -2.491323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210132 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -24913226.000000 Penalty: 6082.511719
	Iteration 117Q: 3 clusters Score -2.491323e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210133 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -24913222.000000 Penalty: 6082.511719
	Iteration 118Q: 3 clusters Score -2.491322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210137 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -24913216.000000 Penalty: 6082.511719
	Iteration 119Q: 3 clusters Score -2.491322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210139 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -24913214.000000 Penalty: 6082.511719
	Iteration 120F: 3 clusters Score -2.491321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210140 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -24913194.000000 Penalty: 6082.511719
	Iteration 121Q: 3 clusters Score -2.491319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210141 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -24913216.000000 Penalty: 6082.511719
	Iteration 122Q: 3 clusters Score -2.491322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210142 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -24913202.000000 Penalty: 6082.511719
	Iteration 123Q: 3 clusters Score -2.49132e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210143 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -24913218.000000 Penalty: 6082.511719
	Iteration 124Q: 3 clusters Score -2.491322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210144 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -24913210.000000 Penalty: 6082.511719
	Iteration 125Q: 3 clusters Score -2.491321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210145 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -24913198.000000 Penalty: 6082.511719
	Iteration 126Q: 3 clusters Score -2.49132e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210146 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -24913190.000000 Penalty: 6082.511719
	Iteration 127Q: 3 clusters Score -2.491319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210146 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -24913190.000000 Penalty: 6082.511719
	Iteration 128F: 3 clusters Score -2.491319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (164363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164363 members 
Entering Unmasked Estep 
Score: -19308078.000000 Penalty: 2978.438477
	Iteration 0F: 2 clusters Score -1.930808e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 82174 members 
Entering Unmasked Estep 
Score: -19200064.000000 Penalty: 5956.876953
	Iteration 0F: 3 clusters Score -1.920006e+07 nChanged 78826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 81920 members 
Entering Unmasked Estep 
Score: -19246314.000000 Penalty: 5956.876953
	Iteration 1F: 3 clusters Score -1.924631e+07 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83234 members 
Mstep: Class 2 contains 81129 members 
Entering Unmasked Estep 
Score: -19247994.000000 Penalty: 5956.876953
	Iteration 2Q: 3 clusters Score -1.924799e+07 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84688 members 
Mstep: Class 2 contains 79675 members 
Entering Unmasked Estep 
Score: -19250792.000000 Penalty: 5956.876953
	Iteration 3Q: 3 clusters Score -1.925079e+07 nChanged 8409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87361 members 
Mstep: Class 2 contains 77002 members 
Entering Unmasked Estep 
Score: -19255330.000000 Penalty: 5956.876953
	Iteration 4F: 3 clusters Score -1.925533e+07 nChanged 10700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91747 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -19262566.000000 Penalty: 5956.876953
	Iteration 5F: 3 clusters Score -1.926257e+07 nChanged 12847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97920 members 
Mstep: Class 2 contains 66443 members 
Entering Unmasked Estep 
Score: -19272652.000000 Penalty: 5956.876953
	Iteration 6F: 3 clusters Score -1.927265e+07 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104484 members 
Mstep: Class 2 contains 59879 members 
Entering Unmasked Estep 
Score: -19283914.000000 Penalty: 5956.876953
	Iteration 7F: 3 clusters Score -1.928391e+07 nChanged 10851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109587 members 
Mstep: Class 2 contains 54776 members 
Entering Unmasked Estep 
Score: -19292618.000000 Penalty: 5956.876953
	Iteration 8F: 3 clusters Score -1.929262e+07 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112955 members 
Mstep: Class 2 contains 51408 members 
Entering Unmasked Estep 
Score: -19296532.000000 Penalty: 5956.876953
	Iteration 9Q: 3 clusters Score -1.929653e+07 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115591 members 
Mstep: Class 2 contains 48772 members 
Entering Unmasked Estep 
Score: -19298210.000000 Penalty: 5956.876953
	Iteration 10Q: 3 clusters Score -1.929821e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117982 members 
Mstep: Class 2 contains 46381 members 
Entering Unmasked Estep 
Score: -19299340.000000 Penalty: 5956.876953
	Iteration 11Q: 3 clusters Score -1.929934e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120278 members 
Mstep: Class 2 contains 44085 members 
Entering Unmasked Estep 
Score: -19300150.000000 Penalty: 5956.876953
	Iteration 12Q: 3 clusters Score -1.930015e+07 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122443 members 
Mstep: Class 2 contains 41920 members 
Entering Unmasked Estep 
Score: -19300958.000000 Penalty: 5956.876953
	Iteration 13Q: 3 clusters Score -1.930096e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124542 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -19301618.000000 Penalty: 5956.876953
	Iteration 14Q: 3 clusters Score -1.930162e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126597 members 
Mstep: Class 2 contains 37766 members 
Entering Unmasked Estep 
Score: -19302320.000000 Penalty: 5956.876953
	Iteration 15Q: 3 clusters Score -1.930232e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128606 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -19303016.000000 Penalty: 5956.876953
	Iteration 16Q: 3 clusters Score -1.930302e+07 nChanged 1982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130588 members 
Mstep: Class 2 contains 33775 members 
Entering Unmasked Estep 
Score: -19303494.000000 Penalty: 5956.876953
	Iteration 17Q: 3 clusters Score -1.930349e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132436 members 
Mstep: Class 2 contains 31927 members 
Entering Unmasked Estep 
Score: -19303976.000000 Penalty: 5956.876953
	Iteration 18Q: 3 clusters Score -1.930398e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134202 members 
Mstep: Class 2 contains 30161 members 
Entering Unmasked Estep 
Score: -19304572.000000 Penalty: 5956.876953
	Iteration 19Q: 3 clusters Score -1.930457e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135822 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -19305014.000000 Penalty: 5956.876953
	Iteration 20F: 3 clusters Score -1.930501e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137399 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -19305220.000000 Penalty: 5956.876953
	Iteration 21Q: 3 clusters Score -1.930522e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138933 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -19305624.000000 Penalty: 5956.876953
	Iteration 22Q: 3 clusters Score -1.930562e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140330 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -19305910.000000 Penalty: 5956.876953
	Iteration 23Q: 3 clusters Score -1.930591e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141689 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -19306228.000000 Penalty: 5956.876953
	Iteration 24Q: 3 clusters Score -1.930623e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142955 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -19306674.000000 Penalty: 5956.876953
	Iteration 25Q: 3 clusters Score -1.930667e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144176 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -19307008.000000 Penalty: 5956.876953
	Iteration 26Q: 3 clusters Score -1.930701e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145281 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -19307166.000000 Penalty: 5956.876953
	Iteration 27Q: 3 clusters Score -1.930717e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146321 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -19307358.000000 Penalty: 5956.876953
	Iteration 28Q: 3 clusters Score -1.930736e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147349 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -19307486.000000 Penalty: 5956.876953
	Iteration 29Q: 3 clusters Score -1.930749e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148315 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -19307552.000000 Penalty: 5956.876953
	Iteration 30Q: 3 clusters Score -1.930755e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149265 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -19307760.000000 Penalty: 5956.876953
	Iteration 31Q: 3 clusters Score -1.930776e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150245 members 
Mstep: Class 2 contains 14118 members 
Entering Unmasked Estep 
Score: -19308034.000000 Penalty: 5956.876953
	Iteration 32Q: 3 clusters Score -1.930803e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151250 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -19308120.000000 Penalty: 5956.876953
	Iteration 33Q: 3 clusters Score -1.930812e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152220 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -19308226.000000 Penalty: 5956.876953
	Iteration 34Q: 3 clusters Score -1.930823e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153115 members 
Mstep: Class 2 contains 11248 members 
Entering Unmasked Estep 
Score: -19308388.000000 Penalty: 5956.876953
	Iteration 35Q: 3 clusters Score -1.930839e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153920 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -19308344.000000 Penalty: 5956.876953
	Iteration 36Q: 3 clusters Score -1.930834e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154634 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -19308220.000000 Penalty: 5956.876953
	Iteration 37Q: 3 clusters Score -1.930822e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155319 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -19308174.000000 Penalty: 5956.876953
	Iteration 38Q: 3 clusters Score -1.930817e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155955 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -19308096.000000 Penalty: 5956.876953
	Iteration 39Q: 3 clusters Score -1.93081e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156518 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -19307946.000000 Penalty: 5956.876953
	Iteration 40F: 3 clusters Score -1.930795e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156999 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -19307980.000000 Penalty: 5956.876953
	Iteration 41Q: 3 clusters Score -1.930798e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157460 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -19307932.000000 Penalty: 5956.876953
	Iteration 42Q: 3 clusters Score -1.930793e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157874 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -19307836.000000 Penalty: 5956.876953
	Iteration 43Q: 3 clusters Score -1.930784e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158262 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -19307770.000000 Penalty: 5956.876953
	Iteration 44Q: 3 clusters Score -1.930777e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158608 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -19307680.000000 Penalty: 5956.876953
	Iteration 45Q: 3 clusters Score -1.930768e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158909 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -19307642.000000 Penalty: 5956.876953
	Iteration 46Q: 3 clusters Score -1.930764e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159168 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -19307600.000000 Penalty: 5956.876953
	Iteration 47Q: 3 clusters Score -1.93076e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159420 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -19307554.000000 Penalty: 5956.876953
	Iteration 48Q: 3 clusters Score -1.930755e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159640 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -19307510.000000 Penalty: 5956.876953
	Iteration 49Q: 3 clusters Score -1.930751e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159846 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -19307470.000000 Penalty: 5956.876953
	Iteration 50Q: 3 clusters Score -1.930747e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160032 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -19307478.000000 Penalty: 5956.876953
	Iteration 51Q: 3 clusters Score -1.930748e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160185 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -19307428.000000 Penalty: 5956.876953
	Iteration 52Q: 3 clusters Score -1.930743e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160326 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -19307388.000000 Penalty: 5956.876953
	Iteration 53Q: 3 clusters Score -1.930739e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160448 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -19307358.000000 Penalty: 5956.876953
	Iteration 54Q: 3 clusters Score -1.930736e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160553 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -19307314.000000 Penalty: 5956.876953
	Iteration 55Q: 3 clusters Score -1.930731e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160631 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -19307276.000000 Penalty: 5956.876953
	Iteration 56Q: 3 clusters Score -1.930728e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160701 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -19307322.000000 Penalty: 5956.876953
	Iteration 57Q: 3 clusters Score -1.930732e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160775 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -19307322.000000 Penalty: 5956.876953
	Iteration 58Q: 3 clusters Score -1.930732e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160834 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -19307344.000000 Penalty: 5956.876953
	Iteration 59Q: 3 clusters Score -1.930734e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160908 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -19307352.000000 Penalty: 5956.876953
	Iteration 60F: 3 clusters Score -1.930735e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160968 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -19307366.000000 Penalty: 5956.876953
	Iteration 61Q: 3 clusters Score -1.930737e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161025 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -19307324.000000 Penalty: 5956.876953
	Iteration 62Q: 3 clusters Score -1.930732e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161071 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -19307290.000000 Penalty: 5956.876953
	Iteration 63Q: 3 clusters Score -1.930729e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161111 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -19307290.000000 Penalty: 5956.876953
	Iteration 64Q: 3 clusters Score -1.930729e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161157 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -19307256.000000 Penalty: 5956.876953
	Iteration 65Q: 3 clusters Score -1.930726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161192 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -19307242.000000 Penalty: 5956.876953
	Iteration 66Q: 3 clusters Score -1.930724e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161224 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -19307216.000000 Penalty: 5956.876953
	Iteration 67Q: 3 clusters Score -1.930722e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161253 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -19307214.000000 Penalty: 5956.876953
	Iteration 68Q: 3 clusters Score -1.930721e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161281 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -19307194.000000 Penalty: 5956.876953
	Iteration 69Q: 3 clusters Score -1.930719e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161303 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -19307196.000000 Penalty: 5956.876953
	Iteration 70Q: 3 clusters Score -1.93072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161332 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -19307212.000000 Penalty: 5956.876953
	Iteration 71Q: 3 clusters Score -1.930721e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161363 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -19307174.000000 Penalty: 5956.876953
	Iteration 72Q: 3 clusters Score -1.930717e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161388 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -19307206.000000 Penalty: 5956.876953
	Iteration 73Q: 3 clusters Score -1.930721e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161412 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -19307192.000000 Penalty: 5956.876953
	Iteration 74Q: 3 clusters Score -1.930719e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161435 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -19307206.000000 Penalty: 5956.876953
	Iteration 75Q: 3 clusters Score -1.930721e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161462 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -19307204.000000 Penalty: 5956.876953
	Iteration 76Q: 3 clusters Score -1.93072e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161485 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -19307220.000000 Penalty: 5956.876953
	Iteration 77Q: 3 clusters Score -1.930722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161505 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -19307222.000000 Penalty: 5956.876953
	Iteration 78Q: 3 clusters Score -1.930722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161523 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -19307220.000000 Penalty: 5956.876953
	Iteration 79Q: 3 clusters Score -1.930722e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161537 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -19307234.000000 Penalty: 5956.876953
	Iteration 80F: 3 clusters Score -1.930723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161550 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -19307230.000000 Penalty: 5956.876953
	Iteration 81Q: 3 clusters Score -1.930723e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161566 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -19307236.000000 Penalty: 5956.876953
	Iteration 82Q: 3 clusters Score -1.930724e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161581 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -19307244.000000 Penalty: 5956.876953
	Iteration 83Q: 3 clusters Score -1.930724e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161603 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -19307222.000000 Penalty: 5956.876953
	Iteration 84Q: 3 clusters Score -1.930722e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161624 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -19307208.000000 Penalty: 5956.876953
	Iteration 85Q: 3 clusters Score -1.930721e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161645 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -19307196.000000 Penalty: 5956.876953
	Iteration 86Q: 3 clusters Score -1.93072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161656 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -19307178.000000 Penalty: 5956.876953
	Iteration 87Q: 3 clusters Score -1.930718e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161669 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -19307176.000000 Penalty: 5956.876953
	Iteration 88Q: 3 clusters Score -1.930718e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161685 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -19307172.000000 Penalty: 5956.876953
	Iteration 89Q: 3 clusters Score -1.930717e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161700 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -19307156.000000 Penalty: 5956.876953
	Iteration 90Q: 3 clusters Score -1.930716e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161716 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -19307130.000000 Penalty: 5956.876953
	Iteration 91Q: 3 clusters Score -1.930713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161729 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -19307138.000000 Penalty: 5956.876953
	Iteration 92Q: 3 clusters Score -1.930714e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161740 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -19307130.000000 Penalty: 5956.876953
	Iteration 93Q: 3 clusters Score -1.930713e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161749 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -19307136.000000 Penalty: 5956.876953
	Iteration 94Q: 3 clusters Score -1.930714e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161758 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -19307102.000000 Penalty: 5956.876953
	Iteration 95Q: 3 clusters Score -1.93071e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -19307106.000000 Penalty: 5956.876953
	Iteration 96Q: 3 clusters Score -1.930711e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161779 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -19307122.000000 Penalty: 5956.876953
	Iteration 97Q: 3 clusters Score -1.930712e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -19307114.000000 Penalty: 5956.876953
	Iteration 98Q: 3 clusters Score -1.930711e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161799 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -19307102.000000 Penalty: 5956.876953
	Iteration 99Q: 3 clusters Score -1.93071e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161813 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -19307114.000000 Penalty: 5956.876953
	Iteration 100F: 3 clusters Score -1.930711e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161820 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -19307110.000000 Penalty: 5956.876953
	Iteration 101Q: 3 clusters Score -1.930711e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161829 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -19307098.000000 Penalty: 5956.876953
	Iteration 102Q: 3 clusters Score -1.93071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161839 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -19307118.000000 Penalty: 5956.876953
	Iteration 103Q: 3 clusters Score -1.930712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161850 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -19307086.000000 Penalty: 5956.876953
	Iteration 104Q: 3 clusters Score -1.930709e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161859 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -19307098.000000 Penalty: 5956.876953
	Iteration 105Q: 3 clusters Score -1.93071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161867 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -19307086.000000 Penalty: 5956.876953
	Iteration 106Q: 3 clusters Score -1.930709e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161874 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -19307078.000000 Penalty: 5956.876953
	Iteration 107Q: 3 clusters Score -1.930708e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161880 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -19307088.000000 Penalty: 5956.876953
	Iteration 108Q: 3 clusters Score -1.930709e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161881 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -19307088.000000 Penalty: 5956.876953
	Iteration 109Q: 3 clusters Score -1.930709e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161881 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -19307080.000000 Penalty: 5956.876953
	Iteration 110Q: 3 clusters Score -1.930708e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161881 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -19307080.000000 Penalty: 5956.876953
	Iteration 111F: 3 clusters Score -1.930708e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (221403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221403 members 
Entering Unmasked Estep 
Score: -26004386.000000 Penalty: 3052.319580
	Iteration 0F: 2 clusters Score -2.600439e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110456 members 
Mstep: Class 2 contains 110947 members 
Entering Unmasked Estep 
Score: -25863158.000000 Penalty: 6104.639160
	Iteration 0F: 3 clusters Score -2.586316e+07 nChanged 106635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106003 members 
Mstep: Class 2 contains 115400 members 
Entering Unmasked Estep 
Score: -25926082.000000 Penalty: 6104.639160
	Iteration 1F: 3 clusters Score -2.592608e+07 nChanged 5978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103115 members 
Mstep: Class 2 contains 118288 members 
Entering Unmasked Estep 
Score: -25927520.000000 Penalty: 6104.639160
	Iteration 2Q: 3 clusters Score -2.592752e+07 nChanged 6898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98679 members 
Mstep: Class 2 contains 122724 members 
Entering Unmasked Estep 
Score: -25929954.000000 Penalty: 6104.639160
	Iteration 3Q: 3 clusters Score -2.592995e+07 nChanged 8286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92375 members 
Mstep: Class 2 contains 129028 members 
Entering Unmasked Estep 
Score: -25933448.000000 Penalty: 6104.639160
	Iteration 4Q: 3 clusters Score -2.593345e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83538 members 
Mstep: Class 2 contains 137865 members 
Entering Unmasked Estep 
Score: -25939042.000000 Penalty: 6104.639160
	Iteration 5Q: 3 clusters Score -2.593904e+07 nChanged 12735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71633 members 
Mstep: Class 2 contains 149770 members 
Entering Unmasked Estep 
Score: -25947830.000000 Penalty: 6104.639160
	Iteration 6F: 3 clusters Score -2.594783e+07 nChanged 14933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 164223 members 
Entering Unmasked Estep 
Score: -25959420.000000 Penalty: 6104.639160
	Iteration 7F: 3 clusters Score -2.595942e+07 nChanged 15357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 179298 members 
Entering Unmasked Estep 
Score: -25971588.000000 Penalty: 6104.639160
	Iteration 8F: 3 clusters Score -2.597159e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 192377 members 
Entering Unmasked Estep 
Score: -25981444.000000 Penalty: 6104.639160
	Iteration 9F: 3 clusters Score -2.598144e+07 nChanged 9861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 202004 members 
Entering Unmasked Estep 
Score: -25988692.000000 Penalty: 6104.639160
	Iteration 10Q: 3 clusters Score -2.598869e+07 nChanged 6696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 208528 members 
Entering Unmasked Estep 
Score: -25993318.000000 Penalty: 6104.639160
	Iteration 11Q: 3 clusters Score -2.599332e+07 nChanged 4352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 212756 members 
Entering Unmasked Estep 
Score: -25996352.000000 Penalty: 6104.639160
	Iteration 12Q: 3 clusters Score -2.599635e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 215470 members 
Entering Unmasked Estep 
Score: -25998222.000000 Penalty: 6104.639160
	Iteration 13Q: 3 clusters Score -2.599822e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 217285 members 
Entering Unmasked Estep 
Score: -25999342.000000 Penalty: 6104.639160
	Iteration 14Q: 3 clusters Score -2.599934e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 218438 members 
Entering Unmasked Estep 
Score: -26000074.000000 Penalty: 6104.639160
	Iteration 15Q: 3 clusters Score -2.600007e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 219131 members 
Entering Unmasked Estep 
Score: -26000506.000000 Penalty: 6104.639160
	Iteration 16Q: 3 clusters Score -2.600051e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 219547 members 
Entering Unmasked Estep 
Score: -26000774.000000 Penalty: 6104.639160
	Iteration 17Q: 3 clusters Score -2.600077e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 219845 members 
Entering Unmasked Estep 
Score: -26000976.000000 Penalty: 6104.639160
	Iteration 18Q: 3 clusters Score -2.600098e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 220070 members 
Entering Unmasked Estep 
Score: -26001186.000000 Penalty: 6104.639160
	Iteration 19Q: 3 clusters Score -2.600119e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 220228 members 
Entering Unmasked Estep 
Score: -26001296.000000 Penalty: 6104.639160
	Iteration 20F: 3 clusters Score -2.60013e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 220326 members 
Entering Unmasked Estep 
Score: -26001376.000000 Penalty: 6104.639160
	Iteration 21Q: 3 clusters Score -2.600138e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 220414 members 
Entering Unmasked Estep 
Score: -26001432.000000 Penalty: 6104.639160
	Iteration 22Q: 3 clusters Score -2.600143e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 220469 members 
Entering Unmasked Estep 
Score: -26001490.000000 Penalty: 6104.639160
	Iteration 23Q: 3 clusters Score -2.600149e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 220511 members 
Entering Unmasked Estep 
Score: -26001508.000000 Penalty: 6104.639160
	Iteration 24Q: 3 clusters Score -2.600151e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 220541 members 
Entering Unmasked Estep 
Score: -26001520.000000 Penalty: 6104.639160
	Iteration 25Q: 3 clusters Score -2.600152e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 220565 members 
Entering Unmasked Estep 
Score: -26001546.000000 Penalty: 6104.639160
	Iteration 26Q: 3 clusters Score -2.600155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 220579 members 
Entering Unmasked Estep 
Score: -26001560.000000 Penalty: 6104.639160
	Iteration 27Q: 3 clusters Score -2.600156e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 220593 members 
Entering Unmasked Estep 
Score: -26001608.000000 Penalty: 6104.639160
	Iteration 28Q: 3 clusters Score -2.600161e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 220609 members 
Entering Unmasked Estep 
Score: -26001592.000000 Penalty: 6104.639160
	Iteration 29Q: 3 clusters Score -2.600159e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 220621 members 
Entering Unmasked Estep 
Score: -26001616.000000 Penalty: 6104.639160
	Iteration 30Q: 3 clusters Score -2.600162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 220629 members 
Entering Unmasked Estep 
Score: -26001644.000000 Penalty: 6104.639160
	Iteration 31Q: 3 clusters Score -2.600164e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 220635 members 
Entering Unmasked Estep 
Score: -26001636.000000 Penalty: 6104.639160
	Iteration 32Q: 3 clusters Score -2.600164e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 220648 members 
Entering Unmasked Estep 
Score: -26001650.000000 Penalty: 6104.639160
	Iteration 33Q: 3 clusters Score -2.600165e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 220658 members 
Entering Unmasked Estep 
Score: -26001646.000000 Penalty: 6104.639160
	Iteration 34Q: 3 clusters Score -2.600165e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 220668 members 
Entering Unmasked Estep 
Score: -26001636.000000 Penalty: 6104.639160
	Iteration 35Q: 3 clusters Score -2.600164e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 220670 members 
Entering Unmasked Estep 
Score: -26001636.000000 Penalty: 6104.639160
	Iteration 36Q: 3 clusters Score -2.600164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 220677 members 
Entering Unmasked Estep 
Score: -26001642.000000 Penalty: 6104.639160
	Iteration 37Q: 3 clusters Score -2.600164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 220685 members 
Entering Unmasked Estep 
Score: -26001644.000000 Penalty: 6104.639160
	Iteration 38Q: 3 clusters Score -2.600164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 220688 members 
Entering Unmasked Estep 
Score: -26001654.000000 Penalty: 6104.639160
	Iteration 39Q: 3 clusters Score -2.600165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 220689 members 
Entering Unmasked Estep 
Score: -26001660.000000 Penalty: 6104.639160
	Iteration 40F: 3 clusters Score -2.600166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 220689 members 
Entering Unmasked Estep 
Score: -26001654.000000 Penalty: 6104.639160
	Iteration 41Q: 3 clusters Score -2.600165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 220692 members 
Entering Unmasked Estep 
Score: -26001662.000000 Penalty: 6104.639160
	Iteration 42Q: 3 clusters Score -2.600166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 220692 members 
Entering Unmasked Estep 
Score: -26001662.000000 Penalty: 6104.639160
	Iteration 43Q: 3 clusters Score -2.600166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 220693 members 
Entering Unmasked Estep 
Score: -26001654.000000 Penalty: 6104.639160
	Iteration 44Q: 3 clusters Score -2.600165e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 220693 members 
Entering Unmasked Estep 
Score: -26001652.000000 Penalty: 6104.639160
	Iteration 45Q: 3 clusters Score -2.600165e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 220693 members 
Entering Unmasked Estep 
Score: -26001652.000000 Penalty: 6104.639160
	Iteration 46F: 3 clusters Score -2.600165e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Entering Unmasked Estep 
Score: -412227.906250 Penalty: 2033.126221
	Iteration 0F: 2 clusters Score -412227.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -408540.156250 Penalty: 4066.252441
	Iteration 0F: 3 clusters Score -408540.2 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -409335.125000 Penalty: 4066.252441
	Iteration 1F: 3 clusters Score -409335.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -409502.000000 Penalty: 4066.252441
	Iteration 2F: 3 clusters Score -409502 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -409592.156250 Penalty: 4066.252441
	Iteration 3Q: 3 clusters Score -409592.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -409651.187500 Penalty: 4066.252441
	Iteration 4Q: 3 clusters Score -409651.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -409685.843750 Penalty: 4066.252441
	Iteration 5Q: 3 clusters Score -409685.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -409710.625000 Penalty: 4066.252441
	Iteration 6Q: 3 clusters Score -409710.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -409726.312500 Penalty: 4066.252441
	Iteration 7Q: 3 clusters Score -409726.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -409743.500000 Penalty: 4066.252441
	Iteration 8Q: 3 clusters Score -409743.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -409761.937500 Penalty: 4066.252441
	Iteration 9Q: 3 clusters Score -409761.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -409772.250000 Penalty: 4066.252441
	Iteration 10Q: 3 clusters Score -409772.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -409780.125000 Penalty: 4066.252441
	Iteration 11Q: 3 clusters Score -409780.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -409788.000000 Penalty: 4066.252441
	Iteration 12Q: 3 clusters Score -409788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -409797.625000 Penalty: 4066.252441
	Iteration 13Q: 3 clusters Score -409797.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -409807.312500 Penalty: 4066.252441
	Iteration 14Q: 3 clusters Score -409807.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -409814.750000 Penalty: 4066.252441
	Iteration 15Q: 3 clusters Score -409814.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -409820.312500 Penalty: 4066.252441
	Iteration 16Q: 3 clusters Score -409820.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -409827.156250 Penalty: 4066.252441
	Iteration 17Q: 3 clusters Score -409827.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -409829.093750 Penalty: 4066.252441
	Iteration 18Q: 3 clusters Score -409829.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -409829.937500 Penalty: 4066.252441
	Iteration 19Q: 3 clusters Score -409829.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -409831.593750 Penalty: 4066.252441
	Iteration 20F: 3 clusters Score -409831.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -409831.343750 Penalty: 4066.252441
	Iteration 21Q: 3 clusters Score -409831.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -409832.000000 Penalty: 4066.252441
	Iteration 22Q: 3 clusters Score -409832 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -409833.625000 Penalty: 4066.252441
	Iteration 23Q: 3 clusters Score -409833.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -409834.750000 Penalty: 4066.252441
	Iteration 24Q: 3 clusters Score -409834.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -409835.343750 Penalty: 4066.252441
	Iteration 25Q: 3 clusters Score -409835.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -409836.093750 Penalty: 4066.252441
	Iteration 26Q: 3 clusters Score -409836.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -409837.125000 Penalty: 4066.252441
	Iteration 27Q: 3 clusters Score -409837.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -409838.687500 Penalty: 4066.252441
	Iteration 28Q: 3 clusters Score -409838.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -409838.562500 Penalty: 4066.252441
	Iteration 29Q: 3 clusters Score -409838.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -409838.562500 Penalty: 4066.252441
	Iteration 30F: 3 clusters Score -409838.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Entering Unmasked Estep 
Score: -278422.218750 Penalty: 1955.094604
	Iteration 0F: 2 clusters Score -278422.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -275418.406250 Penalty: 3910.189209
	Iteration 0F: 3 clusters Score -275418.4 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -276076.218750 Penalty: 3910.189209
	Iteration 1F: 3 clusters Score -276076.2 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -276292.187500 Penalty: 3910.189209
	Iteration 2F: 3 clusters Score -276292.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -276403.906250 Penalty: 3910.189209
	Iteration 3F: 3 clusters Score -276403.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -276468.718750 Penalty: 3910.189209
	Iteration 4Q: 3 clusters Score -276468.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -276516.218750 Penalty: 3910.189209
	Iteration 5Q: 3 clusters Score -276516.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -276549.437500 Penalty: 3910.189209
	Iteration 6Q: 3 clusters Score -276549.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -276580.375000 Penalty: 3910.189209
	Iteration 7Q: 3 clusters Score -276580.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -276599.968750 Penalty: 3910.189209
	Iteration 8Q: 3 clusters Score -276600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -276612.687500 Penalty: 3910.189209
	Iteration 9Q: 3 clusters Score -276612.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -276626.406250 Penalty: 3910.189209
	Iteration 10Q: 3 clusters Score -276626.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -276635.500000 Penalty: 3910.189209
	Iteration 11Q: 3 clusters Score -276635.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -276647.656250 Penalty: 3910.189209
	Iteration 12Q: 3 clusters Score -276647.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -276655.531250 Penalty: 3910.189209
	Iteration 13Q: 3 clusters Score -276655.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -276664.875000 Penalty: 3910.189209
	Iteration 14Q: 3 clusters Score -276664.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -276674.156250 Penalty: 3910.189209
	Iteration 15Q: 3 clusters Score -276674.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -276684.062500 Penalty: 3910.189209
	Iteration 16Q: 3 clusters Score -276684.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -276691.843750 Penalty: 3910.189209
	Iteration 17Q: 3 clusters Score -276691.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -276696.468750 Penalty: 3910.189209
	Iteration 18Q: 3 clusters Score -276696.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -276700.406250 Penalty: 3910.189209
	Iteration 19Q: 3 clusters Score -276700.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -276703.812500 Penalty: 3910.189209
	Iteration 20F: 3 clusters Score -276703.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -276707.937500 Penalty: 3910.189209
	Iteration 21Q: 3 clusters Score -276707.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -276712.968750 Penalty: 3910.189209
	Iteration 22Q: 3 clusters Score -276713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -276719.218750 Penalty: 3910.189209
	Iteration 23Q: 3 clusters Score -276719.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -276725.718750 Penalty: 3910.189209
	Iteration 24Q: 3 clusters Score -276725.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -276730.343750 Penalty: 3910.189209
	Iteration 25Q: 3 clusters Score -276730.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -276733.125000 Penalty: 3910.189209
	Iteration 26Q: 3 clusters Score -276733.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -276734.375000 Penalty: 3910.189209
	Iteration 27Q: 3 clusters Score -276734.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -276735.625000 Penalty: 3910.189209
	Iteration 28Q: 3 clusters Score -276735.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -276735.781250 Penalty: 3910.189209
	Iteration 29Q: 3 clusters Score -276735.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -276735.781250 Penalty: 3910.189209
	Iteration 30F: 3 clusters Score -276735.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Entering Unmasked Estep 
Score: -884791.062500 Penalty: 2256.514893
	Iteration 0F: 2 clusters Score -884791.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -877780.562500 Penalty: 4513.029785
	Iteration 0F: 3 clusters Score -877780.6 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -879894.000000 Penalty: 4513.029785
	Iteration 1F: 3 clusters Score -879894 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -880497.375000 Penalty: 4513.029785
	Iteration 2F: 3 clusters Score -880497.4 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -881146.000000 Penalty: 4513.029785
	Iteration 3F: 3 clusters Score -881146 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -881800.312500 Penalty: 4513.029785
	Iteration 4F: 3 clusters Score -881800.3 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -882335.062500 Penalty: 4513.029785
	Iteration 5F: 3 clusters Score -882335.1 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -882652.375000 Penalty: 4513.029785
	Iteration 6F: 3 clusters Score -882652.4 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -882856.562500 Penalty: 4513.029785
	Iteration 7Q: 3 clusters Score -882856.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -882994.125000 Penalty: 4513.029785
	Iteration 8Q: 3 clusters Score -882994.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -883080.125000 Penalty: 4513.029785
	Iteration 9Q: 3 clusters Score -883080.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -883147.562500 Penalty: 4513.029785
	Iteration 10Q: 3 clusters Score -883147.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -883189.062500 Penalty: 4513.029785
	Iteration 11Q: 3 clusters Score -883189.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -883215.687500 Penalty: 4513.029785
	Iteration 12Q: 3 clusters Score -883215.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -883242.187500 Penalty: 4513.029785
	Iteration 13Q: 3 clusters Score -883242.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -883258.812500 Penalty: 4513.029785
	Iteration 14Q: 3 clusters Score -883258.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -883271.187500 Penalty: 4513.029785
	Iteration 15Q: 3 clusters Score -883271.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -883280.125000 Penalty: 4513.029785
	Iteration 16Q: 3 clusters Score -883280.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -883291.750000 Penalty: 4513.029785
	Iteration 17Q: 3 clusters Score -883291.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -883303.125000 Penalty: 4513.029785
	Iteration 18Q: 3 clusters Score -883303.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -883314.000000 Penalty: 4513.029785
	Iteration 19Q: 3 clusters Score -883314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -883330.000000 Penalty: 4513.029785
	Iteration 20F: 3 clusters Score -883330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -883339.500000 Penalty: 4513.029785
	Iteration 21Q: 3 clusters Score -883339.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -883356.562500 Penalty: 4513.029785
	Iteration 22Q: 3 clusters Score -883356.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -883373.125000 Penalty: 4513.029785
	Iteration 23Q: 3 clusters Score -883373.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -883392.500000 Penalty: 4513.029785
	Iteration 24Q: 3 clusters Score -883392.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -883415.375000 Penalty: 4513.029785
	Iteration 25Q: 3 clusters Score -883415.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -883433.875000 Penalty: 4513.029785
	Iteration 26Q: 3 clusters Score -883433.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -883454.687500 Penalty: 4513.029785
	Iteration 27Q: 3 clusters Score -883454.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -883481.812500 Penalty: 4513.029785
	Iteration 28Q: 3 clusters Score -883481.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -883507.937500 Penalty: 4513.029785
	Iteration 29Q: 3 clusters Score -883507.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -883538.875000 Penalty: 4513.029785
	Iteration 30Q: 3 clusters Score -883538.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -883569.312500 Penalty: 4513.029785
	Iteration 31Q: 3 clusters Score -883569.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -883598.375000 Penalty: 4513.029785
	Iteration 32Q: 3 clusters Score -883598.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -883622.125000 Penalty: 4513.029785
	Iteration 33Q: 3 clusters Score -883622.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -883641.937500 Penalty: 4513.029785
	Iteration 34Q: 3 clusters Score -883641.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -883657.437500 Penalty: 4513.029785
	Iteration 35Q: 3 clusters Score -883657.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -883667.625000 Penalty: 4513.029785
	Iteration 36Q: 3 clusters Score -883667.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -883674.625000 Penalty: 4513.029785
	Iteration 37Q: 3 clusters Score -883674.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -883683.625000 Penalty: 4513.029785
	Iteration 38Q: 3 clusters Score -883683.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -883685.750000 Penalty: 4513.029785
	Iteration 39Q: 3 clusters Score -883685.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -883690.687500 Penalty: 4513.029785
	Iteration 40F: 3 clusters Score -883690.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -883693.312500 Penalty: 4513.029785
	Iteration 41Q: 3 clusters Score -883693.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -883695.000000 Penalty: 4513.029785
	Iteration 42Q: 3 clusters Score -883695 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -883699.500000 Penalty: 4513.029785
	Iteration 43Q: 3 clusters Score -883699.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -883698.562500 Penalty: 4513.029785
	Iteration 44Q: 3 clusters Score -883698.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -883700.875000 Penalty: 4513.029785
	Iteration 45Q: 3 clusters Score -883700.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -883701.687500 Penalty: 4513.029785
	Iteration 46Q: 3 clusters Score -883701.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -883707.562500 Penalty: 4513.029785
	Iteration 47Q: 3 clusters Score -883707.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -883708.812500 Penalty: 4513.029785
	Iteration 48Q: 3 clusters Score -883708.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -883711.000000 Penalty: 4513.029785
	Iteration 49Q: 3 clusters Score -883711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -883714.062500 Penalty: 4513.029785
	Iteration 50Q: 3 clusters Score -883714.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -883717.812500 Penalty: 4513.029785
	Iteration 51Q: 3 clusters Score -883717.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -883719.187500 Penalty: 4513.029785
	Iteration 52Q: 3 clusters Score -883719.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -883721.812500 Penalty: 4513.029785
	Iteration 53Q: 3 clusters Score -883721.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -883722.750000 Penalty: 4513.029785
	Iteration 54Q: 3 clusters Score -883722.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -883724.875000 Penalty: 4513.029785
	Iteration 55Q: 3 clusters Score -883724.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -883725.062500 Penalty: 4513.029785
	Iteration 56Q: 3 clusters Score -883725.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -883724.437500 Penalty: 4513.029785
	Iteration 57Q: 3 clusters Score -883724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -883724.437500 Penalty: 4513.029785
	Iteration 58F: 3 clusters Score -883724.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (37775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Entering Unmasked Estep 
Score: -4484632.000000 Penalty: 2613.771973
	Iteration 0F: 2 clusters Score -4484632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 19013 members 
Entering Unmasked Estep 
Score: -4458977.000000 Penalty: 5227.543945
	Iteration 0F: 3 clusters Score -4458977 nChanged 17168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4468462.000000 Penalty: 5227.543945
	Iteration 1F: 3 clusters Score -4468462 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -4469027.000000 Penalty: 5227.543945
	Iteration 2Q: 3 clusters Score -4469027 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -4469619.000000 Penalty: 5227.543945
	Iteration 3Q: 3 clusters Score -4469619 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15998 members 
Mstep: Class 2 contains 21777 members 
Entering Unmasked Estep 
Score: -4470490.000000 Penalty: 5227.543945
	Iteration 4Q: 3 clusters Score -4470490 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -4471672.500000 Penalty: 5227.543945
	Iteration 5F: 3 clusters Score -4471672 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -4473272.500000 Penalty: 5227.543945
	Iteration 6F: 3 clusters Score -4473272 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 26936 members 
Entering Unmasked Estep 
Score: -4475397.500000 Penalty: 5227.543945
	Iteration 7F: 3 clusters Score -4475398 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 28929 members 
Entering Unmasked Estep 
Score: -4477701.000000 Penalty: 5227.543945
	Iteration 8F: 3 clusters Score -4477701 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -4479453.000000 Penalty: 5227.543945
	Iteration 9F: 3 clusters Score -4479453 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 31292 members 
Entering Unmasked Estep 
Score: -4480597.500000 Penalty: 5227.543945
	Iteration 10Q: 3 clusters Score -4480598 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -4481067.500000 Penalty: 5227.543945
	Iteration 11Q: 3 clusters Score -4481068 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 32286 members 
Entering Unmasked Estep 
Score: -4481331.000000 Penalty: 5227.543945
	Iteration 12Q: 3 clusters Score -4481331 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -4481495.500000 Penalty: 5227.543945
	Iteration 13Q: 3 clusters Score -4481496 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 32945 members 
Entering Unmasked Estep 
Score: -4481618.500000 Penalty: 5227.543945
	Iteration 14Q: 3 clusters Score -4481618 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -4481710.500000 Penalty: 5227.543945
	Iteration 15Q: 3 clusters Score -4481710 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 33462 members 
Entering Unmasked Estep 
Score: -4481801.500000 Penalty: 5227.543945
	Iteration 16Q: 3 clusters Score -4481802 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -4481851.500000 Penalty: 5227.543945
	Iteration 17Q: 3 clusters Score -4481852 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 33892 members 
Entering Unmasked Estep 
Score: -4481937.000000 Penalty: 5227.543945
	Iteration 18Q: 3 clusters Score -4481937 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 34078 members 
Entering Unmasked Estep 
Score: -4482010.000000 Penalty: 5227.543945
	Iteration 19Q: 3 clusters Score -4482010 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 34261 members 
Entering Unmasked Estep 
Score: -4482085.500000 Penalty: 5227.543945
	Iteration 20F: 3 clusters Score -4482086 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 34421 members 
Entering Unmasked Estep 
Score: -4482144.500000 Penalty: 5227.543945
	Iteration 21Q: 3 clusters Score -4482144 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 34580 members 
Entering Unmasked Estep 
Score: -4482216.500000 Penalty: 5227.543945
	Iteration 22Q: 3 clusters Score -4482216 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -4482271.500000 Penalty: 5227.543945
	Iteration 23Q: 3 clusters Score -4482272 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -4482317.500000 Penalty: 5227.543945
	Iteration 24Q: 3 clusters Score -4482318 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 34988 members 
Entering Unmasked Estep 
Score: -4482343.000000 Penalty: 5227.543945
	Iteration 25Q: 3 clusters Score -4482343 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4482360.500000 Penalty: 5227.543945
	Iteration 26Q: 3 clusters Score -4482360 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 35181 members 
Entering Unmasked Estep 
Score: -4482390.500000 Penalty: 5227.543945
	Iteration 27Q: 3 clusters Score -4482390 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -4482437.500000 Penalty: 5227.543945
	Iteration 28Q: 3 clusters Score -4482438 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 35342 members 
Entering Unmasked Estep 
Score: -4482451.000000 Penalty: 5227.543945
	Iteration 29Q: 3 clusters Score -4482451 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 35402 members 
Entering Unmasked Estep 
Score: -4482471.000000 Penalty: 5227.543945
	Iteration 30Q: 3 clusters Score -4482471 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -4482483.500000 Penalty: 5227.543945
	Iteration 31Q: 3 clusters Score -4482484 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -4482504.000000 Penalty: 5227.543945
	Iteration 32Q: 3 clusters Score -4482504 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 35566 members 
Entering Unmasked Estep 
Score: -4482517.000000 Penalty: 5227.543945
	Iteration 33Q: 3 clusters Score -4482517 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -4482528.000000 Penalty: 5227.543945
	Iteration 34Q: 3 clusters Score -4482528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 35635 members 
Entering Unmasked Estep 
Score: -4482537.000000 Penalty: 5227.543945
	Iteration 35Q: 3 clusters Score -4482537 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -4482540.500000 Penalty: 5227.543945
	Iteration 36Q: 3 clusters Score -4482540 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 35691 members 
Entering Unmasked Estep 
Score: -4482545.500000 Penalty: 5227.543945
	Iteration 37Q: 3 clusters Score -4482546 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 35720 members 
Entering Unmasked Estep 
Score: -4482566.500000 Penalty: 5227.543945
	Iteration 38Q: 3 clusters Score -4482566 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -4482581.500000 Penalty: 5227.543945
	Iteration 39Q: 3 clusters Score -4482582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 35757 members 
Entering Unmasked Estep 
Score: -4482581.000000 Penalty: 5227.543945
	Iteration 40F: 3 clusters Score -4482581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -4482594.000000 Penalty: 5227.543945
	Iteration 41Q: 3 clusters Score -4482594 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -4482595.500000 Penalty: 5227.543945
	Iteration 42Q: 3 clusters Score -4482596 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -4482589.000000 Penalty: 5227.543945
	Iteration 43Q: 3 clusters Score -4482589 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -4482587.500000 Penalty: 5227.543945
	Iteration 44Q: 3 clusters Score -4482588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 35809 members 
Entering Unmasked Estep 
Score: -4482588.000000 Penalty: 5227.543945
	Iteration 45Q: 3 clusters Score -4482588 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 35820 members 
Entering Unmasked Estep 
Score: -4482590.500000 Penalty: 5227.543945
	Iteration 46Q: 3 clusters Score -4482590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -4482593.000000 Penalty: 5227.543945
	Iteration 47Q: 3 clusters Score -4482593 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 35843 members 
Entering Unmasked Estep 
Score: -4482597.000000 Penalty: 5227.543945
	Iteration 48Q: 3 clusters Score -4482597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -4482602.500000 Penalty: 5227.543945
	Iteration 49Q: 3 clusters Score -4482602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 35879 members 
Entering Unmasked Estep 
Score: -4482606.500000 Penalty: 5227.543945
	Iteration 50Q: 3 clusters Score -4482606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 35890 members 
Entering Unmasked Estep 
Score: -4482608.000000 Penalty: 5227.543945
	Iteration 51Q: 3 clusters Score -4482608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 35897 members 
Entering Unmasked Estep 
Score: -4482608.000000 Penalty: 5227.543945
	Iteration 52Q: 3 clusters Score -4482608 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 35906 members 
Entering Unmasked Estep 
Score: -4482608.500000 Penalty: 5227.543945
	Iteration 53Q: 3 clusters Score -4482608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 35910 members 
Entering Unmasked Estep 
Score: -4482607.000000 Penalty: 5227.543945
	Iteration 54Q: 3 clusters Score -4482607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 35915 members 
Entering Unmasked Estep 
Score: -4482610.000000 Penalty: 5227.543945
	Iteration 55Q: 3 clusters Score -4482610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 35920 members 
Entering Unmasked Estep 
Score: -4482606.500000 Penalty: 5227.543945
	Iteration 56Q: 3 clusters Score -4482606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -4482613.500000 Penalty: 5227.543945
	Iteration 57Q: 3 clusters Score -4482614 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -4482617.000000 Penalty: 5227.543945
	Iteration 58Q: 3 clusters Score -4482617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -4482614.500000 Penalty: 5227.543945
	Iteration 59Q: 3 clusters Score -4482614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 35953 members 
Entering Unmasked Estep 
Score: -4482620.500000 Penalty: 5227.543945
	Iteration 60F: 3 clusters Score -4482620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 35958 members 
Entering Unmasked Estep 
Score: -4482627.000000 Penalty: 5227.543945
	Iteration 61Q: 3 clusters Score -4482627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -4482624.500000 Penalty: 5227.543945
	Iteration 62Q: 3 clusters Score -4482624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 35968 members 
Entering Unmasked Estep 
Score: -4482628.500000 Penalty: 5227.543945
	Iteration 63Q: 3 clusters Score -4482628 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 35972 members 
Entering Unmasked Estep 
Score: -4482629.500000 Penalty: 5227.543945
	Iteration 64Q: 3 clusters Score -4482630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 35973 members 
Entering Unmasked Estep 
Score: -4482633.500000 Penalty: 5227.543945
	Iteration 65Q: 3 clusters Score -4482634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -4482632.000000 Penalty: 5227.543945
	Iteration 66Q: 3 clusters Score -4482632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 35975 members 
Entering Unmasked Estep 
Score: -4482629.000000 Penalty: 5227.543945
	Iteration 67Q: 3 clusters Score -4482629 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 35976 members 
Entering Unmasked Estep 
Score: -4482630.500000 Penalty: 5227.543945
	Iteration 68Q: 3 clusters Score -4482630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -4482632.000000 Penalty: 5227.543945
	Iteration 69Q: 3 clusters Score -4482632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 35978 members 
Entering Unmasked Estep 
Score: -4482632.000000 Penalty: 5227.543945
	Iteration 70Q: 3 clusters Score -4482632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 35979 members 
Entering Unmasked Estep 
Score: -4482632.500000 Penalty: 5227.543945
	Iteration 71Q: 3 clusters Score -4482632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 35982 members 
Entering Unmasked Estep 
Score: -4482632.000000 Penalty: 5227.543945
	Iteration 72Q: 3 clusters Score -4482632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4482631.500000 Penalty: 5227.543945
	Iteration 73Q: 3 clusters Score -4482632 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 35983 members 
Entering Unmasked Estep 
Score: -4482631.500000 Penalty: 5227.543945
	Iteration 74F: 3 clusters Score -4482632 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35364 members 
Entering Unmasked Estep 
Score: -3950694.000000 Penalty: 2597.415527
	Iteration 0F: 2 clusters Score -3950694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -3926737.000000 Penalty: 5194.831055
	Iteration 0F: 3 clusters Score -3926737 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 17830 members 
Entering Unmasked Estep 
Score: -3935593.250000 Penalty: 5194.831055
	Iteration 1F: 3 clusters Score -3935593 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -3936226.750000 Penalty: 5194.831055
	Iteration 2Q: 3 clusters Score -3936227 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -3936904.000000 Penalty: 5194.831055
	Iteration 3Q: 3 clusters Score -3936904 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -3937650.250000 Penalty: 5194.831055
	Iteration 4Q: 3 clusters Score -3937650 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15672 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -3938522.000000 Penalty: 5194.831055
	Iteration 5F: 3 clusters Score -3938522 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -3939521.750000 Penalty: 5194.831055
	Iteration 6F: 3 clusters Score -3939522 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -3940600.000000 Penalty: 5194.831055
	Iteration 7F: 3 clusters Score -3940600 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -3941823.000000 Penalty: 5194.831055
	Iteration 8F: 3 clusters Score -3941823 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3943233.750000 Penalty: 5194.831055
	Iteration 9F: 3 clusters Score -3943234 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -3944578.000000 Penalty: 5194.831055
	Iteration 10F: 3 clusters Score -3944578 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -3945701.000000 Penalty: 5194.831055
	Iteration 11Q: 3 clusters Score -3945701 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 28662 members 
Entering Unmasked Estep 
Score: -3946552.250000 Penalty: 5194.831055
	Iteration 12Q: 3 clusters Score -3946552 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 29486 members 
Entering Unmasked Estep 
Score: -3947195.500000 Penalty: 5194.831055
	Iteration 13Q: 3 clusters Score -3947196 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3947685.000000 Penalty: 5194.831055
	Iteration 14Q: 3 clusters Score -3947685 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -3948090.500000 Penalty: 5194.831055
	Iteration 15Q: 3 clusters Score -3948090 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -3948456.000000 Penalty: 5194.831055
	Iteration 16Q: 3 clusters Score -3948456 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -3948752.250000 Penalty: 5194.831055
	Iteration 17Q: 3 clusters Score -3948752 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -3948920.250000 Penalty: 5194.831055
	Iteration 18Q: 3 clusters Score -3948920 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -3949051.750000 Penalty: 5194.831055
	Iteration 19Q: 3 clusters Score -3949052 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 31997 members 
Entering Unmasked Estep 
Score: -3949110.500000 Penalty: 5194.831055
	Iteration 20F: 3 clusters Score -3949110 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -3949137.500000 Penalty: 5194.831055
	Iteration 21Q: 3 clusters Score -3949138 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -3949159.500000 Penalty: 5194.831055
	Iteration 22Q: 3 clusters Score -3949160 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -3949181.750000 Penalty: 5194.831055
	Iteration 23Q: 3 clusters Score -3949182 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 32262 members 
Entering Unmasked Estep 
Score: -3949186.000000 Penalty: 5194.831055
	Iteration 24Q: 3 clusters Score -3949186 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -3949209.750000 Penalty: 5194.831055
	Iteration 25Q: 3 clusters Score -3949210 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -3949222.500000 Penalty: 5194.831055
	Iteration 26Q: 3 clusters Score -3949222 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 32408 members 
Entering Unmasked Estep 
Score: -3949236.250000 Penalty: 5194.831055
	Iteration 27Q: 3 clusters Score -3949236 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 32447 members 
Entering Unmasked Estep 
Score: -3949248.500000 Penalty: 5194.831055
	Iteration 28Q: 3 clusters Score -3949248 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -3949259.750000 Penalty: 5194.831055
	Iteration 29Q: 3 clusters Score -3949260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -3949260.250000 Penalty: 5194.831055
	Iteration 30Q: 3 clusters Score -3949260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -3949272.750000 Penalty: 5194.831055
	Iteration 31Q: 3 clusters Score -3949273 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -3949268.000000 Penalty: 5194.831055
	Iteration 32Q: 3 clusters Score -3949268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 32588 members 
Entering Unmasked Estep 
Score: -3949265.000000 Penalty: 5194.831055
	Iteration 33Q: 3 clusters Score -3949265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 32606 members 
Entering Unmasked Estep 
Score: -3949267.250000 Penalty: 5194.831055
	Iteration 34Q: 3 clusters Score -3949267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -3949275.500000 Penalty: 5194.831055
	Iteration 35Q: 3 clusters Score -3949276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -3949276.500000 Penalty: 5194.831055
	Iteration 36Q: 3 clusters Score -3949276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 32649 members 
Entering Unmasked Estep 
Score: -3949281.250000 Penalty: 5194.831055
	Iteration 37Q: 3 clusters Score -3949281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 32662 members 
Entering Unmasked Estep 
Score: -3949279.500000 Penalty: 5194.831055
	Iteration 38Q: 3 clusters Score -3949280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -3949273.500000 Penalty: 5194.831055
	Iteration 39Q: 3 clusters Score -3949274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 32679 members 
Entering Unmasked Estep 
Score: -3949284.000000 Penalty: 5194.831055
	Iteration 40F: 3 clusters Score -3949284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 32688 members 
Entering Unmasked Estep 
Score: -3949284.500000 Penalty: 5194.831055
	Iteration 41Q: 3 clusters Score -3949284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 32691 members 
Entering Unmasked Estep 
Score: -3949285.250000 Penalty: 5194.831055
	Iteration 42Q: 3 clusters Score -3949285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -3949284.750000 Penalty: 5194.831055
	Iteration 43Q: 3 clusters Score -3949285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 32702 members 
Entering Unmasked Estep 
Score: -3949280.500000 Penalty: 5194.831055
	Iteration 44Q: 3 clusters Score -3949280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 32706 members 
Entering Unmasked Estep 
Score: -3949287.000000 Penalty: 5194.831055
	Iteration 45Q: 3 clusters Score -3949287 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 32710 members 
Entering Unmasked Estep 
Score: -3949286.000000 Penalty: 5194.831055
	Iteration 46Q: 3 clusters Score -3949286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 32712 members 
Entering Unmasked Estep 
Score: -3949286.500000 Penalty: 5194.831055
	Iteration 47Q: 3 clusters Score -3949286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -3949286.000000 Penalty: 5194.831055
	Iteration 48Q: 3 clusters Score -3949286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -3949286.000000 Penalty: 5194.831055
	Iteration 49F: 3 clusters Score -3949286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (55255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55255 members 
Entering Unmasked Estep 
Score: -6582002.500000 Penalty: 2708.089111
	Iteration 0F: 2 clusters Score -6582002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27759 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -6544887.000000 Penalty: 5416.178223
	Iteration 0F: 3 clusters Score -6544887 nChanged 25464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29195 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -6559388.000000 Penalty: 5416.178223
	Iteration 1F: 3 clusters Score -6559388 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30076 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -6560107.000000 Penalty: 5416.178223
	Iteration 2Q: 3 clusters Score -6560107 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -6560997.500000 Penalty: 5416.178223
	Iteration 3Q: 3 clusters Score -6560998 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33221 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -6562456.500000 Penalty: 5416.178223
	Iteration 4F: 3 clusters Score -6562456 nChanged 3533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -6564786.000000 Penalty: 5416.178223
	Iteration 5F: 3 clusters Score -6564786 nChanged 4112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -6567985.000000 Penalty: 5416.178223
	Iteration 6F: 3 clusters Score -6567985 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -6571736.500000 Penalty: 5416.178223
	Iteration 7F: 3 clusters Score -6571736 nChanged 3485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45151 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -6575026.000000 Penalty: 5416.178223
	Iteration 8F: 3 clusters Score -6575026 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46959 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -6577070.000000 Penalty: 5416.178223
	Iteration 9Q: 3 clusters Score -6577070 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -6578159.500000 Penalty: 5416.178223
	Iteration 10Q: 3 clusters Score -6578160 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48777 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -6578800.500000 Penalty: 5416.178223
	Iteration 11Q: 3 clusters Score -6578800 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -6579098.000000 Penalty: 5416.178223
	Iteration 12Q: 3 clusters Score -6579098 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49709 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -6579293.500000 Penalty: 5416.178223
	Iteration 13Q: 3 clusters Score -6579294 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -6579483.000000 Penalty: 5416.178223
	Iteration 14Q: 3 clusters Score -6579483 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -6579610.500000 Penalty: 5416.178223
	Iteration 15Q: 3 clusters Score -6579610 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -6579698.000000 Penalty: 5416.178223
	Iteration 16Q: 3 clusters Score -6579698 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50782 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -6579778.000000 Penalty: 5416.178223
	Iteration 17Q: 3 clusters Score -6579778 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -6579837.000000 Penalty: 5416.178223
	Iteration 18Q: 3 clusters Score -6579837 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51115 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -6579892.000000 Penalty: 5416.178223
	Iteration 19Q: 3 clusters Score -6579892 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51249 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -6579956.000000 Penalty: 5416.178223
	Iteration 20F: 3 clusters Score -6579956 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -6579984.000000 Penalty: 5416.178223
	Iteration 21Q: 3 clusters Score -6579984 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -6580016.000000 Penalty: 5416.178223
	Iteration 22Q: 3 clusters Score -6580016 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51615 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -6580046.000000 Penalty: 5416.178223
	Iteration 23Q: 3 clusters Score -6580046 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51723 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -6580084.500000 Penalty: 5416.178223
	Iteration 24Q: 3 clusters Score -6580084 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -6580143.000000 Penalty: 5416.178223
	Iteration 25Q: 3 clusters Score -6580143 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51898 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -6580151.500000 Penalty: 5416.178223
	Iteration 26Q: 3 clusters Score -6580152 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -6580170.000000 Penalty: 5416.178223
	Iteration 27Q: 3 clusters Score -6580170 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52006 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -6580190.000000 Penalty: 5416.178223
	Iteration 28Q: 3 clusters Score -6580190 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52068 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -6580202.500000 Penalty: 5416.178223
	Iteration 29Q: 3 clusters Score -6580202 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52112 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -6580214.000000 Penalty: 5416.178223
	Iteration 30Q: 3 clusters Score -6580214 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52147 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6580236.000000 Penalty: 5416.178223
	Iteration 31Q: 3 clusters Score -6580236 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52177 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -6580246.500000 Penalty: 5416.178223
	Iteration 32Q: 3 clusters Score -6580246 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52204 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -6580252.000000 Penalty: 5416.178223
	Iteration 33Q: 3 clusters Score -6580252 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52215 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -6580258.500000 Penalty: 5416.178223
	Iteration 34Q: 3 clusters Score -6580258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52226 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -6580267.000000 Penalty: 5416.178223
	Iteration 35Q: 3 clusters Score -6580267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52238 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -6580272.500000 Penalty: 5416.178223
	Iteration 36Q: 3 clusters Score -6580272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52244 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6580271.000000 Penalty: 5416.178223
	Iteration 37Q: 3 clusters Score -6580271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6580279.000000 Penalty: 5416.178223
	Iteration 38Q: 3 clusters Score -6580279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52252 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -6580274.000000 Penalty: 5416.178223
	Iteration 39Q: 3 clusters Score -6580274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52256 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -6580274.000000 Penalty: 5416.178223
	Iteration 40F: 3 clusters Score -6580274 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52259 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -6580279.500000 Penalty: 5416.178223
	Iteration 41Q: 3 clusters Score -6580280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52262 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -6580282.000000 Penalty: 5416.178223
	Iteration 42Q: 3 clusters Score -6580282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52265 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -6580284.000000 Penalty: 5416.178223
	Iteration 43Q: 3 clusters Score -6580284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -6580279.000000 Penalty: 5416.178223
	Iteration 44Q: 3 clusters Score -6580279 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52270 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -6580273.500000 Penalty: 5416.178223
	Iteration 45Q: 3 clusters Score -6580274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52272 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -6580273.500000 Penalty: 5416.178223
	Iteration 46Q: 3 clusters Score -6580274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52274 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -6580271.000000 Penalty: 5416.178223
	Iteration 47Q: 3 clusters Score -6580271 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52276 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -6580266.500000 Penalty: 5416.178223
	Iteration 48Q: 3 clusters Score -6580266 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52277 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -6580269.000000 Penalty: 5416.178223
	Iteration 49Q: 3 clusters Score -6580269 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6580262.500000 Penalty: 5416.178223
	Iteration 50Q: 3 clusters Score -6580262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52278 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -6580262.500000 Penalty: 5416.178223
	Iteration 51F: 3 clusters Score -6580262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Entering Unmasked Estep 
Score: -218910.343750 Penalty: 1893.435425
	Iteration 0F: 2 clusters Score -218910.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -216222.015625 Penalty: 3786.870850
	Iteration 0F: 3 clusters Score -216222 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -216765.203125 Penalty: 3786.870850
	Iteration 1F: 3 clusters Score -216765.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -217152.500000 Penalty: 3786.870850
	Iteration 2F: 3 clusters Score -217152.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -217333.328125 Penalty: 3786.870850
	Iteration 3F: 3 clusters Score -217333.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -217465.843750 Penalty: 3786.870850
	Iteration 4F: 3 clusters Score -217465.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -217588.562500 Penalty: 3786.870850
	Iteration 5Q: 3 clusters Score -217588.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -217690.140625 Penalty: 3786.870850
	Iteration 6Q: 3 clusters Score -217690.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -217820.531250 Penalty: 3786.870850
	Iteration 7Q: 3 clusters Score -217820.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -217913.437500 Penalty: 3786.870850
	Iteration 8Q: 3 clusters Score -217913.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -217998.562500 Penalty: 3786.870850
	Iteration 9Q: 3 clusters Score -217998.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -218070.687500 Penalty: 3786.870850
	Iteration 10Q: 3 clusters Score -218070.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -218119.906250 Penalty: 3786.870850
	Iteration 11Q: 3 clusters Score -218119.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -218175.656250 Penalty: 3786.870850
	Iteration 12Q: 3 clusters Score -218175.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -218216.093750 Penalty: 3786.870850
	Iteration 13Q: 3 clusters Score -218216.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -218280.437500 Penalty: 3786.870850
	Iteration 14Q: 3 clusters Score -218280.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -218365.281250 Penalty: 3786.870850
	Iteration 15Q: 3 clusters Score -218365.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -218451.984375 Penalty: 3786.870850
	Iteration 16Q: 3 clusters Score -218452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -218494.937500 Penalty: 3786.870850
	Iteration 17Q: 3 clusters Score -218494.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -218530.093750 Penalty: 3786.870850
	Iteration 18Q: 3 clusters Score -218530.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -218557.625000 Penalty: 3786.870850
	Iteration 19Q: 3 clusters Score -218557.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -218571.578125 Penalty: 3786.870850
	Iteration 20F: 3 clusters Score -218571.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -218605.109375 Penalty: 3786.870850
	Iteration 21Q: 3 clusters Score -218605.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -218640.859375 Penalty: 3786.870850
	Iteration 22Q: 3 clusters Score -218640.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -218687.968750 Penalty: 3786.870850
	Iteration 23Q: 3 clusters Score -218688 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -218738.250000 Penalty: 3786.870850
	Iteration 24Q: 3 clusters Score -218738.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -218790.078125 Penalty: 3786.870850
	Iteration 25Q: 3 clusters Score -218790.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -218822.375000 Penalty: 3786.870850
	Iteration 26Q: 3 clusters Score -218822.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -218847.921875 Penalty: 3786.870850
	Iteration 27Q: 3 clusters Score -218847.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -218881.140625 Penalty: 3786.870850
	Iteration 28Q: 3 clusters Score -218881.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -218927.546875 Penalty: 3786.870850
	Iteration 29Q: 3 clusters Score -218927.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -218967.265625 Penalty: 3786.870850
	Iteration 30Q: 3 clusters Score -218967.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -219025.765625 Penalty: 3786.870850
	Iteration 31Q: 3 clusters Score -219025.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -219107.125000 Penalty: 3786.870850
	Iteration 32Q: 3 clusters Score -219107.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -219164.593750 Penalty: 3786.870850
	Iteration 33Q: 3 clusters Score -219164.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -219187.875000 Penalty: 3786.870850
	Iteration 34Q: 3 clusters Score -219187.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -219194.109375 Penalty: 3786.870850
	Iteration 35Q: 3 clusters Score -219194.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -219194.906250 Penalty: 3786.870850
	Iteration 36Q: 3 clusters Score -219194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -219194.906250 Penalty: 3786.870850
	Iteration 37F: 3 clusters Score -219194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 211743 members 
Mstep: Class 5 contains 164363 members 
Mstep: Class 6 contains 221403 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 8945 members 
Mstep: Class 10 contains 37775 members 
Mstep: Class 11 contains 35364 members 
Mstep: Class 12 contains 55255 members 
Mstep: Class 13 contains 1408 members 
Mstep: Class 14 contains 77687 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 196137 members 
Mstep: Class 19 contains 66928 members 
Mstep: Class 20 contains 12446 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 199490 members 
Mstep: Class 23 contains 24074 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6769 members 
Mstep: Class 27 contains 19567 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 661 members 
Entering Unmasked Estep 
Score: -161439536.000000 Penalty: 101876.304688
Splitting cluster 13 changes total score from -161440784.000000 to -161439536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (77687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Entering Unmasked Estep 
Score: -8884197.000000 Penalty: 2792.589844
	Iteration 0F: 2 clusters Score -8884197 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Mstep: Class 2 contains 39081 members 
Entering Unmasked Estep 
Score: -8832199.000000 Penalty: 5585.179688
	Iteration 0F: 3 clusters Score -8832199 nChanged 36337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 41038 members 
Entering Unmasked Estep 
Score: -8852699.000000 Penalty: 5585.179688
	Iteration 1F: 3 clusters Score -8852699 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35635 members 
Mstep: Class 2 contains 42052 members 
Entering Unmasked Estep 
Score: -8853299.000000 Penalty: 5585.179688
	Iteration 2Q: 3 clusters Score -8853299 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -8854038.000000 Penalty: 5585.179688
	Iteration 3Q: 3 clusters Score -8854038 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 45718 members 
Entering Unmasked Estep 
Score: -8855184.000000 Penalty: 5585.179688
	Iteration 4Q: 3 clusters Score -8855184 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 48950 members 
Entering Unmasked Estep 
Score: -8857196.000000 Penalty: 5585.179688
	Iteration 5Q: 3 clusters Score -8857196 nChanged 4676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 53424 members 
Entering Unmasked Estep 
Score: -8860369.000000 Penalty: 5585.179688
	Iteration 6F: 3 clusters Score -8860369 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -8865045.000000 Penalty: 5585.179688
	Iteration 7F: 3 clusters Score -8865045 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 65383 members 
Entering Unmasked Estep 
Score: -8870632.000000 Penalty: 5585.179688
	Iteration 8F: 3 clusters Score -8870632 nChanged 5424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 70797 members 
Entering Unmasked Estep 
Score: -8875755.000000 Penalty: 5585.179688
	Iteration 9F: 3 clusters Score -8875755 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 74415 members 
Entering Unmasked Estep 
Score: -8879017.000000 Penalty: 5585.179688
	Iteration 10Q: 3 clusters Score -8879017 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 76151 members 
Entering Unmasked Estep 
Score: -8880546.000000 Penalty: 5585.179688
	Iteration 11Q: 3 clusters Score -8880546 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 76869 members 
Entering Unmasked Estep 
Score: -8881172.000000 Penalty: 5585.179688
	Iteration 12Q: 3 clusters Score -8881172 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 77140 members 
Entering Unmasked Estep 
Score: -8881413.000000 Penalty: 5585.179688
	Iteration 13Q: 3 clusters Score -8881413 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 77251 members 
Entering Unmasked Estep 
Score: -8881519.000000 Penalty: 5585.179688
	Iteration 14Q: 3 clusters Score -8881519 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 77301 members 
Entering Unmasked Estep 
Score: -8881597.000000 Penalty: 5585.179688
	Iteration 15Q: 3 clusters Score -8881597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 77322 members 
Entering Unmasked Estep 
Score: -8881632.000000 Penalty: 5585.179688
	Iteration 16Q: 3 clusters Score -8881632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 77342 members 
Entering Unmasked Estep 
Score: -8881656.000000 Penalty: 5585.179688
	Iteration 17Q: 3 clusters Score -8881656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 77346 members 
Entering Unmasked Estep 
Score: -8881674.000000 Penalty: 5585.179688
	Iteration 18Q: 3 clusters Score -8881674 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 77351 members 
Entering Unmasked Estep 
Score: -8881675.000000 Penalty: 5585.179688
	Iteration 19Q: 3 clusters Score -8881675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 77354 members 
Entering Unmasked Estep 
Score: -8881680.000000 Penalty: 5585.179688
	Iteration 20F: 3 clusters Score -8881680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -8881677.000000 Penalty: 5585.179688
	Iteration 21Q: 3 clusters Score -8881677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 77355 members 
Entering Unmasked Estep 
Score: -8881677.000000 Penalty: 5585.179688
	Iteration 22F: 3 clusters Score -8881677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Entering Unmasked Estep 
Score: -2204751.500000 Penalty: 2451.951416
	Iteration 0F: 2 clusters Score -2204752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -2190831.750000 Penalty: 4903.902832
	Iteration 0F: 3 clusters Score -2190832 nChanged 8753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 10039 members 
Entering Unmasked Estep 
Score: -2195590.750000 Penalty: 4903.902832
	Iteration 1F: 3 clusters Score -2195591 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2196120.750000 Penalty: 4903.902832
	Iteration 2F: 3 clusters Score -2196121 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2196642.000000 Penalty: 4903.902832
	Iteration 3F: 3 clusters Score -2196642 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2197188.000000 Penalty: 4903.902832
	Iteration 4F: 3 clusters Score -2197188 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -2197720.750000 Penalty: 4903.902832
	Iteration 5F: 3 clusters Score -2197721 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2198217.000000 Penalty: 4903.902832
	Iteration 6Q: 3 clusters Score -2198217 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9511 members 
Entering Unmasked Estep 
Score: -2198636.750000 Penalty: 4903.902832
	Iteration 7Q: 3 clusters Score -2198637 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2198999.250000 Penalty: 4903.902832
	Iteration 8Q: 3 clusters Score -2198999 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -2199314.250000 Penalty: 4903.902832
	Iteration 9Q: 3 clusters Score -2199314 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2199572.750000 Penalty: 4903.902832
	Iteration 10Q: 3 clusters Score -2199573 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 9132 members 
Entering Unmasked Estep 
Score: -2199758.250000 Penalty: 4903.902832
	Iteration 11Q: 3 clusters Score -2199758 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -2199895.000000 Penalty: 4903.902832
	Iteration 12Q: 3 clusters Score -2199895 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2199986.250000 Penalty: 4903.902832
	Iteration 13Q: 3 clusters Score -2199986 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10505 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -2200057.750000 Penalty: 4903.902832
	Iteration 14Q: 3 clusters Score -2200058 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -2200128.000000 Penalty: 4903.902832
	Iteration 15Q: 3 clusters Score -2200128 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -2200197.750000 Penalty: 4903.902832
	Iteration 16Q: 3 clusters Score -2200198 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2200247.000000 Penalty: 4903.902832
	Iteration 17Q: 3 clusters Score -2200247 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2200289.500000 Penalty: 4903.902832
	Iteration 18Q: 3 clusters Score -2200290 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2200321.250000 Penalty: 4903.902832
	Iteration 19Q: 3 clusters Score -2200321 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -2200339.250000 Penalty: 4903.902832
	Iteration 20F: 3 clusters Score -2200339 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10133 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -2200363.500000 Penalty: 4903.902832
	Iteration 21Q: 3 clusters Score -2200364 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 9606 members 
Entering Unmasked Estep 
Score: -2200394.000000 Penalty: 4903.902832
	Iteration 22Q: 3 clusters Score -2200394 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -2200407.750000 Penalty: 4903.902832
	Iteration 23Q: 3 clusters Score -2200408 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2200428.000000 Penalty: 4903.902832
	Iteration 24Q: 3 clusters Score -2200428 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2200453.250000 Penalty: 4903.902832
	Iteration 25Q: 3 clusters Score -2200453 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9813 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2200458.500000 Penalty: 4903.902832
	Iteration 26Q: 3 clusters Score -2200458 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2200480.750000 Penalty: 4903.902832
	Iteration 27Q: 3 clusters Score -2200481 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2200504.500000 Penalty: 4903.902832
	Iteration 28Q: 3 clusters Score -2200504 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -2200524.500000 Penalty: 4903.902832
	Iteration 29Q: 3 clusters Score -2200524 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -2200543.250000 Penalty: 4903.902832
	Iteration 30Q: 3 clusters Score -2200543 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -2200561.500000 Penalty: 4903.902832
	Iteration 31Q: 3 clusters Score -2200562 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2200569.250000 Penalty: 4903.902832
	Iteration 32Q: 3 clusters Score -2200569 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -2200582.750000 Penalty: 4903.902832
	Iteration 33Q: 3 clusters Score -2200583 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2200597.000000 Penalty: 4903.902832
	Iteration 34Q: 3 clusters Score -2200597 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2200622.000000 Penalty: 4903.902832
	Iteration 35Q: 3 clusters Score -2200622 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2200641.750000 Penalty: 4903.902832
	Iteration 36Q: 3 clusters Score -2200642 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -2200667.000000 Penalty: 4903.902832
	Iteration 37Q: 3 clusters Score -2200667 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8773 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2200704.250000 Penalty: 4903.902832
	Iteration 38Q: 3 clusters Score -2200704 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2200730.750000 Penalty: 4903.902832
	Iteration 39Q: 3 clusters Score -2200731 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2200749.250000 Penalty: 4903.902832
	Iteration 40F: 3 clusters Score -2200749 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 11298 members 
Entering Unmasked Estep 
Score: -2200787.250000 Penalty: 4903.902832
	Iteration 41Q: 3 clusters Score -2200787 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -2200817.750000 Penalty: 4903.902832
	Iteration 42Q: 3 clusters Score -2200818 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -2200857.500000 Penalty: 4903.902832
	Iteration 43Q: 3 clusters Score -2200858 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -2200908.500000 Penalty: 4903.902832
	Iteration 44Q: 3 clusters Score -2200908 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -2200961.500000 Penalty: 4903.902832
	Iteration 45Q: 3 clusters Score -2200962 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2201031.000000 Penalty: 4903.902832
	Iteration 46Q: 3 clusters Score -2201031 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -2201102.500000 Penalty: 4903.902832
	Iteration 47Q: 3 clusters Score -2201102 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -2201186.000000 Penalty: 4903.902832
	Iteration 48Q: 3 clusters Score -2201186 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 12983 members 
Entering Unmasked Estep 
Score: -2201259.250000 Penalty: 4903.902832
	Iteration 49Q: 3 clusters Score -2201259 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2201344.250000 Penalty: 4903.902832
	Iteration 50Q: 3 clusters Score -2201344 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -2201432.000000 Penalty: 4903.902832
	Iteration 51Q: 3 clusters Score -2201432 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2201533.000000 Penalty: 4903.902832
	Iteration 52Q: 3 clusters Score -2201533 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -2201665.250000 Penalty: 4903.902832
	Iteration 53Q: 3 clusters Score -2201665 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2201777.250000 Penalty: 4903.902832
	Iteration 54Q: 3 clusters Score -2201777 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -2201902.000000 Penalty: 4903.902832
	Iteration 55Q: 3 clusters Score -2201902 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2202027.250000 Penalty: 4903.902832
	Iteration 56Q: 3 clusters Score -2202027 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 15308 members 
Entering Unmasked Estep 
Score: -2202133.500000 Penalty: 4903.902832
	Iteration 57Q: 3 clusters Score -2202134 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 15585 members 
Entering Unmasked Estep 
Score: -2202238.750000 Penalty: 4903.902832
	Iteration 58Q: 3 clusters Score -2202239 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 15859 members 
Entering Unmasked Estep 
Score: -2202343.000000 Penalty: 4903.902832
	Iteration 59Q: 3 clusters Score -2202343 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -2202439.250000 Penalty: 4903.902832
	Iteration 60F: 3 clusters Score -2202439 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -2202540.250000 Penalty: 4903.902832
	Iteration 61Q: 3 clusters Score -2202540 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2202629.500000 Penalty: 4903.902832
	Iteration 62Q: 3 clusters Score -2202630 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2202712.250000 Penalty: 4903.902832
	Iteration 63Q: 3 clusters Score -2202712 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -2202801.750000 Penalty: 4903.902832
	Iteration 64Q: 3 clusters Score -2202802 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -2202868.500000 Penalty: 4903.902832
	Iteration 65Q: 3 clusters Score -2202868 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
Score: -2202929.750000 Penalty: 4903.902832
	Iteration 66Q: 3 clusters Score -2202930 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -2202990.250000 Penalty: 4903.902832
	Iteration 67Q: 3 clusters Score -2202990 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -2203038.250000 Penalty: 4903.902832
	Iteration 68Q: 3 clusters Score -2203038 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -2203061.500000 Penalty: 4903.902832
	Iteration 69Q: 3 clusters Score -2203062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -2203085.500000 Penalty: 4903.902832
	Iteration 70Q: 3 clusters Score -2203086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2203100.250000 Penalty: 4903.902832
	Iteration 71Q: 3 clusters Score -2203100 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2203119.000000 Penalty: 4903.902832
	Iteration 72Q: 3 clusters Score -2203119 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -2203135.500000 Penalty: 4903.902832
	Iteration 73Q: 3 clusters Score -2203136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -2203151.500000 Penalty: 4903.902832
	Iteration 74Q: 3 clusters Score -2203152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2203164.000000 Penalty: 4903.902832
	Iteration 75Q: 3 clusters Score -2203164 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2203174.750000 Penalty: 4903.902832
	Iteration 76Q: 3 clusters Score -2203175 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -2203177.000000 Penalty: 4903.902832
	Iteration 77Q: 3 clusters Score -2203177 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2203180.500000 Penalty: 4903.902832
	Iteration 78Q: 3 clusters Score -2203180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -2203184.250000 Penalty: 4903.902832
	Iteration 79Q: 3 clusters Score -2203184 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2203189.500000 Penalty: 4903.902832
	Iteration 80F: 3 clusters Score -2203190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -2203188.250000 Penalty: 4903.902832
	Iteration 81Q: 3 clusters Score -2203188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2203184.000000 Penalty: 4903.902832
	Iteration 82Q: 3 clusters Score -2203184 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2203189.250000 Penalty: 4903.902832
	Iteration 83Q: 3 clusters Score -2203189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2203191.000000 Penalty: 4903.902832
	Iteration 84Q: 3 clusters Score -2203191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2203191.500000 Penalty: 4903.902832
	Iteration 85Q: 3 clusters Score -2203192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2203188.500000 Penalty: 4903.902832
	Iteration 86Q: 3 clusters Score -2203188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2203191.500000 Penalty: 4903.902832
	Iteration 87Q: 3 clusters Score -2203192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18037 members 
Entering Unmasked Estep 
Score: -2203193.000000 Penalty: 4903.902832
	Iteration 88Q: 3 clusters Score -2203193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2203195.250000 Penalty: 4903.902832
	Iteration 89Q: 3 clusters Score -2203195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -2203199.750000 Penalty: 4903.902832
	Iteration 90Q: 3 clusters Score -2203200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2203200.000000 Penalty: 4903.902832
	Iteration 91Q: 3 clusters Score -2203200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2203200.500000 Penalty: 4903.902832
	Iteration 92Q: 3 clusters Score -2203200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -2203202.500000 Penalty: 4903.902832
	Iteration 93Q: 3 clusters Score -2203202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2203204.250000 Penalty: 4903.902832
	Iteration 94Q: 3 clusters Score -2203204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -2203205.500000 Penalty: 4903.902832
	Iteration 95Q: 3 clusters Score -2203206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2203205.500000 Penalty: 4903.902832
	Iteration 96Q: 3 clusters Score -2203206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2203204.250000 Penalty: 4903.902832
	Iteration 97Q: 3 clusters Score -2203204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2203207.000000 Penalty: 4903.902832
	Iteration 98Q: 3 clusters Score -2203207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2203206.500000 Penalty: 4903.902832
	Iteration 99Q: 3 clusters Score -2203206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -2203206.500000 Penalty: 4903.902832
	Iteration 100F: 3 clusters Score -2203206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Entering Unmasked Estep 
Score: -1007030.187500 Penalty: 2319.083984
	Iteration 0F: 2 clusters Score -1007030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -998421.250000 Penalty: 4638.167969
	Iteration 0F: 3 clusters Score -998421.2 nChanged 4829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1001121.812500 Penalty: 4638.167969
	Iteration 1F: 3 clusters Score -1001122 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1001765.125000 Penalty: 4638.167969
	Iteration 2F: 3 clusters Score -1001765 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1002581.062500 Penalty: 4638.167969
	Iteration 3F: 3 clusters Score -1002581 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1003608.562500 Penalty: 4638.167969
	Iteration 4F: 3 clusters Score -1003609 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1004790.812500 Penalty: 4638.167969
	Iteration 5F: 3 clusters Score -1004791 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1005549.375000 Penalty: 4638.167969
	Iteration 6F: 3 clusters Score -1005549 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1005937.562500 Penalty: 4638.167969
	Iteration 7F: 3 clusters Score -1005938 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1006149.062500 Penalty: 4638.167969
	Iteration 8Q: 3 clusters Score -1006149 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -1006306.875000 Penalty: 4638.167969
	Iteration 9Q: 3 clusters Score -1006307 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1006420.250000 Penalty: 4638.167969
	Iteration 10Q: 3 clusters Score -1006420 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1006509.625000 Penalty: 4638.167969
	Iteration 11Q: 3 clusters Score -1006510 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1006566.562500 Penalty: 4638.167969
	Iteration 12Q: 3 clusters Score -1006567 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1006602.625000 Penalty: 4638.167969
	Iteration 13Q: 3 clusters Score -1006603 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -1006633.875000 Penalty: 4638.167969
	Iteration 14Q: 3 clusters Score -1006634 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1006653.375000 Penalty: 4638.167969
	Iteration 15Q: 3 clusters Score -1006653 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -1006672.437500 Penalty: 4638.167969
	Iteration 16Q: 3 clusters Score -1006672 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1006687.312500 Penalty: 4638.167969
	Iteration 17Q: 3 clusters Score -1006687 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -1006704.875000 Penalty: 4638.167969
	Iteration 18Q: 3 clusters Score -1006705 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -1006715.875000 Penalty: 4638.167969
	Iteration 19Q: 3 clusters Score -1006716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -1006735.875000 Penalty: 4638.167969
	Iteration 20F: 3 clusters Score -1006736 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -1006741.625000 Penalty: 4638.167969
	Iteration 21Q: 3 clusters Score -1006742 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1006752.250000 Penalty: 4638.167969
	Iteration 22Q: 3 clusters Score -1006752 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -1006762.937500 Penalty: 4638.167969
	Iteration 23Q: 3 clusters Score -1006763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1006763.062500 Penalty: 4638.167969
	Iteration 24Q: 3 clusters Score -1006763 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1006767.437500 Penalty: 4638.167969
	Iteration 25Q: 3 clusters Score -1006767 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1006776.187500 Penalty: 4638.167969
	Iteration 26Q: 3 clusters Score -1006776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1006777.750000 Penalty: 4638.167969
	Iteration 27Q: 3 clusters Score -1006778 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -1006783.562500 Penalty: 4638.167969
	Iteration 28Q: 3 clusters Score -1006784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1006786.687500 Penalty: 4638.167969
	Iteration 29Q: 3 clusters Score -1006787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1006790.562500 Penalty: 4638.167969
	Iteration 30Q: 3 clusters Score -1006791 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1006791.187500 Penalty: 4638.167969
	Iteration 31Q: 3 clusters Score -1006791 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1006790.375000 Penalty: 4638.167969
	Iteration 32Q: 3 clusters Score -1006790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1006794.312500 Penalty: 4638.167969
	Iteration 33Q: 3 clusters Score -1006794 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1006795.562500 Penalty: 4638.167969
	Iteration 34Q: 3 clusters Score -1006796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1006796.687500 Penalty: 4638.167969
	Iteration 35Q: 3 clusters Score -1006797 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1006796.812500 Penalty: 4638.167969
	Iteration 36Q: 3 clusters Score -1006797 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1006798.000000 Penalty: 4638.167969
	Iteration 37Q: 3 clusters Score -1006798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1006796.437500 Penalty: 4638.167969
	Iteration 38Q: 3 clusters Score -1006796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1006797.375000 Penalty: 4638.167969
	Iteration 39Q: 3 clusters Score -1006797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1006797.375000 Penalty: 4638.167969
	Iteration 40F: 3 clusters Score -1006797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Entering Unmasked Estep 
Score: -1005784.125000 Penalty: 2256.597900
	Iteration 0F: 2 clusters Score -1005784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -998806.687500 Penalty: 4513.195801
	Iteration 0F: 3 clusters Score -998806.7 nChanged 3669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -1000731.000000 Penalty: 4513.195801
	Iteration 1F: 3 clusters Score -1000731 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1001019.312500 Penalty: 4513.195801
	Iteration 2F: 3 clusters Score -1001019 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1001237.437500 Penalty: 4513.195801
	Iteration 3F: 3 clusters Score -1001237 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1001414.562500 Penalty: 4513.195801
	Iteration 4Q: 3 clusters Score -1001415 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1001552.312500 Penalty: 4513.195801
	Iteration 5Q: 3 clusters Score -1001552 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1001671.312500 Penalty: 4513.195801
	Iteration 6Q: 3 clusters Score -1001671 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -1001784.375000 Penalty: 4513.195801
	Iteration 7Q: 3 clusters Score -1001784 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1001908.312500 Penalty: 4513.195801
	Iteration 8Q: 3 clusters Score -1001908 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1002045.062500 Penalty: 4513.195801
	Iteration 9Q: 3 clusters Score -1002045 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -1002210.375000 Penalty: 4513.195801
	Iteration 10Q: 3 clusters Score -1002210 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1002386.562500 Penalty: 4513.195801
	Iteration 11Q: 3 clusters Score -1002387 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1002612.750000 Penalty: 4513.195801
	Iteration 12Q: 3 clusters Score -1002613 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1002817.937500 Penalty: 4513.195801
	Iteration 13Q: 3 clusters Score -1002818 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1002992.625000 Penalty: 4513.195801
	Iteration 14Q: 3 clusters Score -1002993 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1003162.875000 Penalty: 4513.195801
	Iteration 15Q: 3 clusters Score -1003163 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1003299.437500 Penalty: 4513.195801
	Iteration 16Q: 3 clusters Score -1003299 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1003413.187500 Penalty: 4513.195801
	Iteration 17Q: 3 clusters Score -1003413 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -1003500.250000 Penalty: 4513.195801
	Iteration 18Q: 3 clusters Score -1003500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1003561.562500 Penalty: 4513.195801
	Iteration 19Q: 3 clusters Score -1003562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1003615.687500 Penalty: 4513.195801
	Iteration 20F: 3 clusters Score -1003616 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1003669.125000 Penalty: 4513.195801
	Iteration 21Q: 3 clusters Score -1003669 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1003711.437500 Penalty: 4513.195801
	Iteration 22Q: 3 clusters Score -1003711 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1003739.937500 Penalty: 4513.195801
	Iteration 23Q: 3 clusters Score -1003740 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -1003761.187500 Penalty: 4513.195801
	Iteration 24Q: 3 clusters Score -1003761 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1003775.750000 Penalty: 4513.195801
	Iteration 25Q: 3 clusters Score -1003776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -1003788.562500 Penalty: 4513.195801
	Iteration 26Q: 3 clusters Score -1003789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1003791.000000 Penalty: 4513.195801
	Iteration 27Q: 3 clusters Score -1003791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1003794.000000 Penalty: 4513.195801
	Iteration 28Q: 3 clusters Score -1003794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1003795.250000 Penalty: 4513.195801
	Iteration 29Q: 3 clusters Score -1003795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1003795.250000 Penalty: 4513.195801
	Iteration 30F: 3 clusters Score -1003795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (196137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196137 members 
Entering Unmasked Estep 
Score: -23174646.000000 Penalty: 3022.269043
	Iteration 0F: 2 clusters Score -2.317465e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97876 members 
Mstep: Class 2 contains 98261 members 
Entering Unmasked Estep 
Score: -23046266.000000 Penalty: 6044.538086
	Iteration 0F: 3 clusters Score -2.304627e+07 nChanged 94483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95889 members 
Mstep: Class 2 contains 100248 members 
Entering Unmasked Estep 
Score: -23103128.000000 Penalty: 6044.538086
	Iteration 1F: 3 clusters Score -2.310313e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95045 members 
Mstep: Class 2 contains 101092 members 
Entering Unmasked Estep 
Score: -23105340.000000 Penalty: 6044.538086
	Iteration 2Q: 3 clusters Score -2.310534e+07 nChanged 7811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94068 members 
Mstep: Class 2 contains 102069 members 
Entering Unmasked Estep 
Score: -23108576.000000 Penalty: 6044.538086
	Iteration 3Q: 3 clusters Score -2.310858e+07 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 103073 members 
Entering Unmasked Estep 
Score: -23112728.000000 Penalty: 6044.538086
	Iteration 4Q: 3 clusters Score -2.311273e+07 nChanged 10034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92270 members 
Mstep: Class 2 contains 103867 members 
Entering Unmasked Estep 
Score: -23117446.000000 Penalty: 6044.538086
	Iteration 5F: 3 clusters Score -2.311745e+07 nChanged 10544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91922 members 
Mstep: Class 2 contains 104215 members 
Entering Unmasked Estep 
Score: -23122820.000000 Penalty: 6044.538086
	Iteration 6F: 3 clusters Score -2.312282e+07 nChanged 10831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91861 members 
Mstep: Class 2 contains 104276 members 
Entering Unmasked Estep 
Score: -23128358.000000 Penalty: 6044.538086
	Iteration 7F: 3 clusters Score -2.312836e+07 nChanged 10973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92098 members 
Mstep: Class 2 contains 104039 members 
Entering Unmasked Estep 
Score: -23134694.000000 Penalty: 6044.538086
	Iteration 8F: 3 clusters Score -2.313469e+07 nChanged 10577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92531 members 
Mstep: Class 2 contains 103606 members 
Entering Unmasked Estep 
Score: -23140700.000000 Penalty: 6044.538086
	Iteration 9F: 3 clusters Score -2.31407e+07 nChanged 9142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 103062 members 
Entering Unmasked Estep 
Score: -23145098.000000 Penalty: 6044.538086
	Iteration 10Q: 3 clusters Score -2.31451e+07 nChanged 7413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93684 members 
Mstep: Class 2 contains 102453 members 
Entering Unmasked Estep 
Score: -23148184.000000 Penalty: 6044.538086
	Iteration 11Q: 3 clusters Score -2.314818e+07 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94323 members 
Mstep: Class 2 contains 101814 members 
Entering Unmasked Estep 
Score: -23149398.000000 Penalty: 6044.538086
	Iteration 12Q: 3 clusters Score -2.31494e+07 nChanged 3538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94915 members 
Mstep: Class 2 contains 101222 members 
Entering Unmasked Estep 
Score: -23150194.000000 Penalty: 6044.538086
	Iteration 13Q: 3 clusters Score -2.315019e+07 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95493 members 
Mstep: Class 2 contains 100644 members 
Entering Unmasked Estep 
Score: -23150578.000000 Penalty: 6044.538086
	Iteration 14Q: 3 clusters Score -2.315058e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96131 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -23150844.000000 Penalty: 6044.538086
	Iteration 15Q: 3 clusters Score -2.315084e+07 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96844 members 
Mstep: Class 2 contains 99293 members 
Entering Unmasked Estep 
Score: -23151038.000000 Penalty: 6044.538086
	Iteration 16Q: 3 clusters Score -2.315104e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97588 members 
Mstep: Class 2 contains 98549 members 
Entering Unmasked Estep 
Score: -23151332.000000 Penalty: 6044.538086
	Iteration 17Q: 3 clusters Score -2.315133e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98421 members 
Mstep: Class 2 contains 97716 members 
Entering Unmasked Estep 
Score: -23151656.000000 Penalty: 6044.538086
	Iteration 18Q: 3 clusters Score -2.315166e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 96818 members 
Entering Unmasked Estep 
Score: -23151970.000000 Penalty: 6044.538086
	Iteration 19Q: 3 clusters Score -2.315197e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 95847 members 
Entering Unmasked Estep 
Score: -23152158.000000 Penalty: 6044.538086
	Iteration 20F: 3 clusters Score -2.315216e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101351 members 
Mstep: Class 2 contains 94786 members 
Entering Unmasked Estep 
Score: -23152476.000000 Penalty: 6044.538086
	Iteration 21Q: 3 clusters Score -2.315248e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102484 members 
Mstep: Class 2 contains 93653 members 
Entering Unmasked Estep 
Score: -23152676.000000 Penalty: 6044.538086
	Iteration 22Q: 3 clusters Score -2.315268e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103700 members 
Mstep: Class 2 contains 92437 members 
Entering Unmasked Estep 
Score: -23153128.000000 Penalty: 6044.538086
	Iteration 23Q: 3 clusters Score -2.315313e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104909 members 
Mstep: Class 2 contains 91228 members 
Entering Unmasked Estep 
Score: -23153376.000000 Penalty: 6044.538086
	Iteration 24Q: 3 clusters Score -2.315338e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106179 members 
Mstep: Class 2 contains 89958 members 
Entering Unmasked Estep 
Score: -23153660.000000 Penalty: 6044.538086
	Iteration 25Q: 3 clusters Score -2.315366e+07 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107527 members 
Mstep: Class 2 contains 88610 members 
Entering Unmasked Estep 
Score: -23154084.000000 Penalty: 6044.538086
	Iteration 26Q: 3 clusters Score -2.315408e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108973 members 
Mstep: Class 2 contains 87164 members 
Entering Unmasked Estep 
Score: -23154510.000000 Penalty: 6044.538086
	Iteration 27Q: 3 clusters Score -2.315451e+07 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110512 members 
Mstep: Class 2 contains 85625 members 
Entering Unmasked Estep 
Score: -23154844.000000 Penalty: 6044.538086
	Iteration 28Q: 3 clusters Score -2.315484e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112114 members 
Mstep: Class 2 contains 84023 members 
Entering Unmasked Estep 
Score: -23155310.000000 Penalty: 6044.538086
	Iteration 29Q: 3 clusters Score -2.315531e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113778 members 
Mstep: Class 2 contains 82359 members 
Entering Unmasked Estep 
Score: -23155606.000000 Penalty: 6044.538086
	Iteration 30Q: 3 clusters Score -2.315561e+07 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115522 members 
Mstep: Class 2 contains 80615 members 
Entering Unmasked Estep 
Score: -23155950.000000 Penalty: 6044.538086
	Iteration 31Q: 3 clusters Score -2.315595e+07 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117376 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -23156326.000000 Penalty: 6044.538086
	Iteration 32Q: 3 clusters Score -2.315633e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119233 members 
Mstep: Class 2 contains 76904 members 
Entering Unmasked Estep 
Score: -23156672.000000 Penalty: 6044.538086
	Iteration 33Q: 3 clusters Score -2.315667e+07 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121102 members 
Mstep: Class 2 contains 75035 members 
Entering Unmasked Estep 
Score: -23157128.000000 Penalty: 6044.538086
	Iteration 34Q: 3 clusters Score -2.315713e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123076 members 
Mstep: Class 2 contains 73061 members 
Entering Unmasked Estep 
Score: -23157648.000000 Penalty: 6044.538086
	Iteration 35Q: 3 clusters Score -2.315765e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125156 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -23158066.000000 Penalty: 6044.538086
	Iteration 36Q: 3 clusters Score -2.315807e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127310 members 
Mstep: Class 2 contains 68827 members 
Entering Unmasked Estep 
Score: -23158546.000000 Penalty: 6044.538086
	Iteration 37Q: 3 clusters Score -2.315855e+07 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129448 members 
Mstep: Class 2 contains 66689 members 
Entering Unmasked Estep 
Score: -23159100.000000 Penalty: 6044.538086
	Iteration 38Q: 3 clusters Score -2.31591e+07 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131634 members 
Mstep: Class 2 contains 64503 members 
Entering Unmasked Estep 
Score: -23159498.000000 Penalty: 6044.538086
	Iteration 39Q: 3 clusters Score -2.31595e+07 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133864 members 
Mstep: Class 2 contains 62273 members 
Entering Unmasked Estep 
Score: -23160206.000000 Penalty: 6044.538086
	Iteration 40F: 3 clusters Score -2.316021e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136238 members 
Mstep: Class 2 contains 59899 members 
Entering Unmasked Estep 
Score: -23160830.000000 Penalty: 6044.538086
	Iteration 41Q: 3 clusters Score -2.316083e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138675 members 
Mstep: Class 2 contains 57462 members 
Entering Unmasked Estep 
Score: -23161306.000000 Penalty: 6044.538086
	Iteration 42Q: 3 clusters Score -2.316131e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141115 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -23161948.000000 Penalty: 6044.538086
	Iteration 43Q: 3 clusters Score -2.316195e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143659 members 
Mstep: Class 2 contains 52478 members 
Entering Unmasked Estep 
Score: -23162526.000000 Penalty: 6044.538086
	Iteration 44Q: 3 clusters Score -2.316253e+07 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146370 members 
Mstep: Class 2 contains 49767 members 
Entering Unmasked Estep 
Score: -23163224.000000 Penalty: 6044.538086
	Iteration 45Q: 3 clusters Score -2.316322e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149095 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -23164086.000000 Penalty: 6044.538086
	Iteration 46Q: 3 clusters Score -2.316409e+07 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151840 members 
Mstep: Class 2 contains 44297 members 
Entering Unmasked Estep 
Score: -23164932.000000 Penalty: 6044.538086
	Iteration 47Q: 3 clusters Score -2.316493e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154561 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -23165988.000000 Penalty: 6044.538086
	Iteration 48Q: 3 clusters Score -2.316599e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157254 members 
Mstep: Class 2 contains 38883 members 
Entering Unmasked Estep 
Score: -23166820.000000 Penalty: 6044.538086
	Iteration 49Q: 3 clusters Score -2.316682e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159913 members 
Mstep: Class 2 contains 36224 members 
Entering Unmasked Estep 
Score: -23167508.000000 Penalty: 6044.538086
	Iteration 50Q: 3 clusters Score -2.316751e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162487 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -23168184.000000 Penalty: 6044.538086
	Iteration 51Q: 3 clusters Score -2.316818e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165045 members 
Mstep: Class 2 contains 31092 members 
Entering Unmasked Estep 
Score: -23168970.000000 Penalty: 6044.538086
	Iteration 52Q: 3 clusters Score -2.316897e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167489 members 
Mstep: Class 2 contains 28648 members 
Entering Unmasked Estep 
Score: -23169598.000000 Penalty: 6044.538086
	Iteration 53Q: 3 clusters Score -2.31696e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169764 members 
Mstep: Class 2 contains 26373 members 
Entering Unmasked Estep 
Score: -23170078.000000 Penalty: 6044.538086
	Iteration 54Q: 3 clusters Score -2.317008e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171841 members 
Mstep: Class 2 contains 24296 members 
Entering Unmasked Estep 
Score: -23170748.000000 Penalty: 6044.538086
	Iteration 55Q: 3 clusters Score -2.317075e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173763 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -23171264.000000 Penalty: 6044.538086
	Iteration 56Q: 3 clusters Score -2.317126e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175597 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -23171794.000000 Penalty: 6044.538086
	Iteration 57Q: 3 clusters Score -2.317179e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177366 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -23172270.000000 Penalty: 6044.538086
	Iteration 58Q: 3 clusters Score -2.317227e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178952 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -23172694.000000 Penalty: 6044.538086
	Iteration 59Q: 3 clusters Score -2.317269e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180302 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -23173114.000000 Penalty: 6044.538086
	Iteration 60F: 3 clusters Score -2.317311e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181596 members 
Mstep: Class 2 contains 14541 members 
Entering Unmasked Estep 
Score: -23173454.000000 Penalty: 6044.538086
	Iteration 61Q: 3 clusters Score -2.317345e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182745 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -23173706.000000 Penalty: 6044.538086
	Iteration 62Q: 3 clusters Score -2.317371e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183760 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -23173946.000000 Penalty: 6044.538086
	Iteration 63Q: 3 clusters Score -2.317395e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184662 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -23174084.000000 Penalty: 6044.538086
	Iteration 64Q: 3 clusters Score -2.317408e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185507 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -23174378.000000 Penalty: 6044.538086
	Iteration 65Q: 3 clusters Score -2.317438e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186222 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -23174500.000000 Penalty: 6044.538086
	Iteration 66Q: 3 clusters Score -2.31745e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186862 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -23174578.000000 Penalty: 6044.538086
	Iteration 67Q: 3 clusters Score -2.317458e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187419 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -23174782.000000 Penalty: 6044.538086
	Iteration 68Q: 3 clusters Score -2.317478e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187910 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -23174948.000000 Penalty: 6044.538086
	Iteration 69Q: 3 clusters Score -2.317495e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188319 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -23175198.000000 Penalty: 6044.538086
	Iteration 70Q: 3 clusters Score -2.31752e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188664 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -23175290.000000 Penalty: 6044.538086
	Iteration 71Q: 3 clusters Score -2.317529e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188961 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -23175438.000000 Penalty: 6044.538086
	Iteration 72Q: 3 clusters Score -2.317544e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189219 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -23175502.000000 Penalty: 6044.538086
	Iteration 73Q: 3 clusters Score -2.31755e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189413 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -23175530.000000 Penalty: 6044.538086
	Iteration 74Q: 3 clusters Score -2.317553e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189544 members 
Mstep: Class 2 contains 6593 members 
Entering Unmasked Estep 
Score: -23175598.000000 Penalty: 6044.538086
	Iteration 75Q: 3 clusters Score -2.31756e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189654 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -23175674.000000 Penalty: 6044.538086
	Iteration 76Q: 3 clusters Score -2.317567e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189749 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -23175684.000000 Penalty: 6044.538086
	Iteration 77Q: 3 clusters Score -2.317568e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189823 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -23175708.000000 Penalty: 6044.538086
	Iteration 78Q: 3 clusters Score -2.317571e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189896 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -23175716.000000 Penalty: 6044.538086
	Iteration 79Q: 3 clusters Score -2.317572e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189957 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -23175730.000000 Penalty: 6044.538086
	Iteration 80F: 3 clusters Score -2.317573e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189996 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -23175720.000000 Penalty: 6044.538086
	Iteration 81Q: 3 clusters Score -2.317572e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190009 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -23175782.000000 Penalty: 6044.538086
	Iteration 82Q: 3 clusters Score -2.317578e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190025 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -23175794.000000 Penalty: 6044.538086
	Iteration 83Q: 3 clusters Score -2.317579e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190051 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -23175822.000000 Penalty: 6044.538086
	Iteration 84Q: 3 clusters Score -2.317582e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190075 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -23175784.000000 Penalty: 6044.538086
	Iteration 85Q: 3 clusters Score -2.317578e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190112 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -23175754.000000 Penalty: 6044.538086
	Iteration 86Q: 3 clusters Score -2.317575e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190140 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -23175756.000000 Penalty: 6044.538086
	Iteration 87Q: 3 clusters Score -2.317576e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190165 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -23175752.000000 Penalty: 6044.538086
	Iteration 88Q: 3 clusters Score -2.317575e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190187 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -23175746.000000 Penalty: 6044.538086
	Iteration 89Q: 3 clusters Score -2.317575e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190204 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -23175774.000000 Penalty: 6044.538086
	Iteration 90Q: 3 clusters Score -2.317577e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190223 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -23175784.000000 Penalty: 6044.538086
	Iteration 91Q: 3 clusters Score -2.317578e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190246 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -23175806.000000 Penalty: 6044.538086
	Iteration 92Q: 3 clusters Score -2.317581e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190271 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -23175826.000000 Penalty: 6044.538086
	Iteration 93Q: 3 clusters Score -2.317583e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190297 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -23175786.000000 Penalty: 6044.538086
	Iteration 94Q: 3 clusters Score -2.317579e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190316 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -23175804.000000 Penalty: 6044.538086
	Iteration 95Q: 3 clusters Score -2.31758e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190321 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -23175784.000000 Penalty: 6044.538086
	Iteration 96Q: 3 clusters Score -2.317578e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190318 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -23175804.000000 Penalty: 6044.538086
	Iteration 97Q: 3 clusters Score -2.31758e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190328 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -23175792.000000 Penalty: 6044.538086
	Iteration 98Q: 3 clusters Score -2.317579e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190334 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -23175806.000000 Penalty: 6044.538086
	Iteration 99Q: 3 clusters Score -2.317581e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190349 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -23175786.000000 Penalty: 6044.538086
	Iteration 100F: 3 clusters Score -2.317579e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190359 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -23175810.000000 Penalty: 6044.538086
	Iteration 101Q: 3 clusters Score -2.317581e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190365 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -23175792.000000 Penalty: 6044.538086
	Iteration 102Q: 3 clusters Score -2.317579e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190362 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -23175806.000000 Penalty: 6044.538086
	Iteration 103Q: 3 clusters Score -2.317581e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190357 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -23175816.000000 Penalty: 6044.538086
	Iteration 104Q: 3 clusters Score -2.317582e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190362 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -23175820.000000 Penalty: 6044.538086
	Iteration 105Q: 3 clusters Score -2.317582e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190365 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -23175818.000000 Penalty: 6044.538086
	Iteration 106Q: 3 clusters Score -2.317582e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190366 members 
Mstep: Class 2 contains 5771 members 
Entering Unmasked Estep 
Score: -23175844.000000 Penalty: 6044.538086
	Iteration 107Q: 3 clusters Score -2.317584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190365 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -23175840.000000 Penalty: 6044.538086
	Iteration 108Q: 3 clusters Score -2.317584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190368 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -23175850.000000 Penalty: 6044.538086
	Iteration 109Q: 3 clusters Score -2.317585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190372 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -23175842.000000 Penalty: 6044.538086
	Iteration 110Q: 3 clusters Score -2.317584e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190374 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -23175818.000000 Penalty: 6044.538086
	Iteration 111Q: 3 clusters Score -2.317582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190376 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -23175818.000000 Penalty: 6044.538086
	Iteration 112Q: 3 clusters Score -2.317582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190375 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -23175814.000000 Penalty: 6044.538086
	Iteration 113Q: 3 clusters Score -2.317581e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190379 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -23175828.000000 Penalty: 6044.538086
	Iteration 114Q: 3 clusters Score -2.317583e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190381 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -23175820.000000 Penalty: 6044.538086
	Iteration 115Q: 3 clusters Score -2.317582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190381 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -23175820.000000 Penalty: 6044.538086
	Iteration 116F: 3 clusters Score -2.317582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 211743 members 
Mstep: Class 5 contains 164363 members 
Mstep: Class 6 contains 221403 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 8945 members 
Mstep: Class 10 contains 37775 members 
Mstep: Class 11 contains 35364 members 
Mstep: Class 12 contains 55255 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77687 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 190381 members 
Mstep: Class 19 contains 66928 members 
Mstep: Class 20 contains 12446 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 199490 members 
Mstep: Class 23 contains 24074 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6769 members 
Mstep: Class 27 contains 19567 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 5756 members 
Entering Unmasked Estep 
Score: -161442096.000000 Penalty: 101876.304688
Splitting cluster 18 changes total score from -161440784.000000 to -161442096.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 19 (66928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66928 members 
Entering Unmasked Estep 
Score: -7998221.000000 Penalty: 2755.620605
	Iteration 0F: 2 clusters Score -7998221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 33436 members 
Entering Unmasked Estep 
Score: -7953337.000000 Penalty: 5511.241211
	Iteration 0F: 3 clusters Score -7953337 nChanged 31204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33216 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -7970595.000000 Penalty: 5511.241211
	Iteration 1F: 3 clusters Score -7970595 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -7971188.500000 Penalty: 5511.241211
	Iteration 2Q: 3 clusters Score -7971188 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33011 members 
Mstep: Class 2 contains 33917 members 
Entering Unmasked Estep 
Score: -7971947.000000 Penalty: 5511.241211
	Iteration 3Q: 3 clusters Score -7971947 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -7972933.500000 Penalty: 5511.241211
	Iteration 4Q: 3 clusters Score -7972934 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 34738 members 
Entering Unmasked Estep 
Score: -7974201.500000 Penalty: 5511.241211
	Iteration 5Q: 3 clusters Score -7974202 nChanged 3260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -7975717.500000 Penalty: 5511.241211
	Iteration 6Q: 3 clusters Score -7975718 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 36667 members 
Entering Unmasked Estep 
Score: -7977945.000000 Penalty: 5511.241211
	Iteration 7F: 3 clusters Score -7977945 nChanged 4266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28697 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -7980978.000000 Penalty: 5511.241211
	Iteration 8F: 3 clusters Score -7980978 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -7984622.000000 Penalty: 5511.241211
	Iteration 9F: 3 clusters Score -7984622 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 41769 members 
Entering Unmasked Estep 
Score: -7987950.500000 Penalty: 5511.241211
	Iteration 10F: 3 clusters Score -7987950 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 43075 members 
Entering Unmasked Estep 
Score: -7989821.500000 Penalty: 5511.241211
	Iteration 11Q: 3 clusters Score -7989822 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -7990605.000000 Penalty: 5511.241211
	Iteration 12Q: 3 clusters Score -7990605 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 44865 members 
Entering Unmasked Estep 
Score: -7991014.000000 Penalty: 5511.241211
	Iteration 13Q: 3 clusters Score -7991014 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 45621 members 
Entering Unmasked Estep 
Score: -7991296.500000 Penalty: 5511.241211
	Iteration 14Q: 3 clusters Score -7991296 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20546 members 
Mstep: Class 2 contains 46382 members 
Entering Unmasked Estep 
Score: -7991522.500000 Penalty: 5511.241211
	Iteration 15Q: 3 clusters Score -7991522 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 47126 members 
Entering Unmasked Estep 
Score: -7991732.000000 Penalty: 5511.241211
	Iteration 16Q: 3 clusters Score -7991732 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 47857 members 
Entering Unmasked Estep 
Score: -7991943.000000 Penalty: 5511.241211
	Iteration 17Q: 3 clusters Score -7991943 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 48589 members 
Entering Unmasked Estep 
Score: -7992112.000000 Penalty: 5511.241211
	Iteration 18Q: 3 clusters Score -7992112 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 49311 members 
Entering Unmasked Estep 
Score: -7992283.000000 Penalty: 5511.241211
	Iteration 19Q: 3 clusters Score -7992283 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 50007 members 
Entering Unmasked Estep 
Score: -7992486.000000 Penalty: 5511.241211
	Iteration 20F: 3 clusters Score -7992486 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -7992656.000000 Penalty: 5511.241211
	Iteration 21Q: 3 clusters Score -7992656 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 51360 members 
Entering Unmasked Estep 
Score: -7992798.000000 Penalty: 5511.241211
	Iteration 22Q: 3 clusters Score -7992798 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14940 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -7992972.500000 Penalty: 5511.241211
	Iteration 23Q: 3 clusters Score -7992972 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 52586 members 
Entering Unmasked Estep 
Score: -7993100.500000 Penalty: 5511.241211
	Iteration 24Q: 3 clusters Score -7993100 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 53191 members 
Entering Unmasked Estep 
Score: -7993250.500000 Penalty: 5511.241211
	Iteration 25Q: 3 clusters Score -7993250 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 53797 members 
Entering Unmasked Estep 
Score: -7993438.500000 Penalty: 5511.241211
	Iteration 26Q: 3 clusters Score -7993438 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 54414 members 
Entering Unmasked Estep 
Score: -7993582.000000 Penalty: 5511.241211
	Iteration 27Q: 3 clusters Score -7993582 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 55035 members 
Entering Unmasked Estep 
Score: -7993779.500000 Penalty: 5511.241211
	Iteration 28Q: 3 clusters Score -7993780 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11297 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -7993952.000000 Penalty: 5511.241211
	Iteration 29Q: 3 clusters Score -7993952 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 56238 members 
Entering Unmasked Estep 
Score: -7994107.500000 Penalty: 5511.241211
	Iteration 30Q: 3 clusters Score -7994108 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -7994262.500000 Penalty: 5511.241211
	Iteration 31Q: 3 clusters Score -7994262 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 57403 members 
Entering Unmasked Estep 
Score: -7994448.500000 Penalty: 5511.241211
	Iteration 32Q: 3 clusters Score -7994448 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 57963 members 
Entering Unmasked Estep 
Score: -7994600.500000 Penalty: 5511.241211
	Iteration 33Q: 3 clusters Score -7994600 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 58503 members 
Entering Unmasked Estep 
Score: -7994758.000000 Penalty: 5511.241211
	Iteration 34Q: 3 clusters Score -7994758 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -7994921.500000 Penalty: 5511.241211
	Iteration 35Q: 3 clusters Score -7994922 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -7995090.000000 Penalty: 5511.241211
	Iteration 36Q: 3 clusters Score -7995090 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -7995209.500000 Penalty: 5511.241211
	Iteration 37Q: 3 clusters Score -7995210 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 60281 members 
Entering Unmasked Estep 
Score: -7995287.000000 Penalty: 5511.241211
	Iteration 38Q: 3 clusters Score -7995287 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 60637 members 
Entering Unmasked Estep 
Score: -7995442.500000 Penalty: 5511.241211
	Iteration 39Q: 3 clusters Score -7995442 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 60941 members 
Entering Unmasked Estep 
Score: -7995493.000000 Penalty: 5511.241211
	Iteration 40F: 3 clusters Score -7995493 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 61229 members 
Entering Unmasked Estep 
Score: -7995534.000000 Penalty: 5511.241211
	Iteration 41Q: 3 clusters Score -7995534 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 61513 members 
Entering Unmasked Estep 
Score: -7995626.500000 Penalty: 5511.241211
	Iteration 42Q: 3 clusters Score -7995626 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 61774 members 
Entering Unmasked Estep 
Score: -7995690.000000 Penalty: 5511.241211
	Iteration 43Q: 3 clusters Score -7995690 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 62035 members 
Entering Unmasked Estep 
Score: -7995778.500000 Penalty: 5511.241211
	Iteration 44Q: 3 clusters Score -7995778 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -7995832.000000 Penalty: 5511.241211
	Iteration 45Q: 3 clusters Score -7995832 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 62473 members 
Entering Unmasked Estep 
Score: -7995889.000000 Penalty: 5511.241211
	Iteration 46Q: 3 clusters Score -7995889 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 62671 members 
Entering Unmasked Estep 
Score: -7995945.000000 Penalty: 5511.241211
	Iteration 47Q: 3 clusters Score -7995945 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 62850 members 
Entering Unmasked Estep 
Score: -7995994.500000 Penalty: 5511.241211
	Iteration 48Q: 3 clusters Score -7995994 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 63009 members 
Entering Unmasked Estep 
Score: -7996027.500000 Penalty: 5511.241211
	Iteration 49Q: 3 clusters Score -7996028 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 63134 members 
Entering Unmasked Estep 
Score: -7996042.500000 Penalty: 5511.241211
	Iteration 50Q: 3 clusters Score -7996042 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 63265 members 
Entering Unmasked Estep 
Score: -7996092.500000 Penalty: 5511.241211
	Iteration 51Q: 3 clusters Score -7996092 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -7996117.000000 Penalty: 5511.241211
	Iteration 52Q: 3 clusters Score -7996117 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 63479 members 
Entering Unmasked Estep 
Score: -7996145.500000 Penalty: 5511.241211
	Iteration 53Q: 3 clusters Score -7996146 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 63569 members 
Entering Unmasked Estep 
Score: -7996167.000000 Penalty: 5511.241211
	Iteration 54Q: 3 clusters Score -7996167 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 63659 members 
Entering Unmasked Estep 
Score: -7996171.000000 Penalty: 5511.241211
	Iteration 55Q: 3 clusters Score -7996171 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 63743 members 
Entering Unmasked Estep 
Score: -7996187.000000 Penalty: 5511.241211
	Iteration 56Q: 3 clusters Score -7996187 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 63830 members 
Entering Unmasked Estep 
Score: -7996207.000000 Penalty: 5511.241211
	Iteration 57Q: 3 clusters Score -7996207 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 63919 members 
Entering Unmasked Estep 
Score: -7996239.000000 Penalty: 5511.241211
	Iteration 58Q: 3 clusters Score -7996239 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 64006 members 
Entering Unmasked Estep 
Score: -7996264.500000 Penalty: 5511.241211
	Iteration 59Q: 3 clusters Score -7996264 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 64088 members 
Entering Unmasked Estep 
Score: -7996293.500000 Penalty: 5511.241211
	Iteration 60F: 3 clusters Score -7996294 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 64147 members 
Entering Unmasked Estep 
Score: -7996303.500000 Penalty: 5511.241211
	Iteration 61Q: 3 clusters Score -7996304 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 64203 members 
Entering Unmasked Estep 
Score: -7996303.000000 Penalty: 5511.241211
	Iteration 62Q: 3 clusters Score -7996303 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 64256 members 
Entering Unmasked Estep 
Score: -7996311.500000 Penalty: 5511.241211
	Iteration 63Q: 3 clusters Score -7996312 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 64306 members 
Entering Unmasked Estep 
Score: -7996322.000000 Penalty: 5511.241211
	Iteration 64Q: 3 clusters Score -7996322 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 64358 members 
Entering Unmasked Estep 
Score: -7996335.500000 Penalty: 5511.241211
	Iteration 65Q: 3 clusters Score -7996336 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 64414 members 
Entering Unmasked Estep 
Score: -7996349.500000 Penalty: 5511.241211
	Iteration 66Q: 3 clusters Score -7996350 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -7996348.000000 Penalty: 5511.241211
	Iteration 67Q: 3 clusters Score -7996348 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 64489 members 
Entering Unmasked Estep 
Score: -7996350.000000 Penalty: 5511.241211
	Iteration 68Q: 3 clusters Score -7996350 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 64505 members 
Entering Unmasked Estep 
Score: -7996353.500000 Penalty: 5511.241211
	Iteration 69Q: 3 clusters Score -7996354 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 64529 members 
Entering Unmasked Estep 
Score: -7996364.000000 Penalty: 5511.241211
	Iteration 70Q: 3 clusters Score -7996364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 64544 members 
Entering Unmasked Estep 
Score: -7996364.000000 Penalty: 5511.241211
	Iteration 71Q: 3 clusters Score -7996364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 64558 members 
Entering Unmasked Estep 
Score: -7996381.000000 Penalty: 5511.241211
	Iteration 72Q: 3 clusters Score -7996381 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 64576 members 
Entering Unmasked Estep 
Score: -7996387.000000 Penalty: 5511.241211
	Iteration 73Q: 3 clusters Score -7996387 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 64594 members 
Entering Unmasked Estep 
Score: -7996385.500000 Penalty: 5511.241211
	Iteration 74Q: 3 clusters Score -7996386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 64609 members 
Entering Unmasked Estep 
Score: -7996385.000000 Penalty: 5511.241211
	Iteration 75Q: 3 clusters Score -7996385 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -7996385.500000 Penalty: 5511.241211
	Iteration 76Q: 3 clusters Score -7996386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 64631 members 
Entering Unmasked Estep 
Score: -7996389.500000 Penalty: 5511.241211
	Iteration 77Q: 3 clusters Score -7996390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 64637 members 
Entering Unmasked Estep 
Score: -7996401.500000 Penalty: 5511.241211
	Iteration 78Q: 3 clusters Score -7996402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 64641 members 
Entering Unmasked Estep 
Score: -7996404.500000 Penalty: 5511.241211
	Iteration 79Q: 3 clusters Score -7996404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 64645 members 
Entering Unmasked Estep 
Score: -7996396.500000 Penalty: 5511.241211
	Iteration 80F: 3 clusters Score -7996396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 64649 members 
Entering Unmasked Estep 
Score: -7996402.000000 Penalty: 5511.241211
	Iteration 81Q: 3 clusters Score -7996402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 64651 members 
Entering Unmasked Estep 
Score: -7996397.000000 Penalty: 5511.241211
	Iteration 82Q: 3 clusters Score -7996397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -7996399.000000 Penalty: 5511.241211
	Iteration 83Q: 3 clusters Score -7996399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 64656 members 
Entering Unmasked Estep 
Score: -7996394.500000 Penalty: 5511.241211
	Iteration 84Q: 3 clusters Score -7996394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 64662 members 
Entering Unmasked Estep 
Score: -7996397.000000 Penalty: 5511.241211
	Iteration 85Q: 3 clusters Score -7996397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -7996395.500000 Penalty: 5511.241211
	Iteration 86Q: 3 clusters Score -7996396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -7996400.000000 Penalty: 5511.241211
	Iteration 87Q: 3 clusters Score -7996400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 64678 members 
Entering Unmasked Estep 
Score: -7996404.000000 Penalty: 5511.241211
	Iteration 88Q: 3 clusters Score -7996404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 64681 members 
Entering Unmasked Estep 
Score: -7996402.000000 Penalty: 5511.241211
	Iteration 89Q: 3 clusters Score -7996402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 64682 members 
Entering Unmasked Estep 
Score: -7996404.000000 Penalty: 5511.241211
	Iteration 90Q: 3 clusters Score -7996404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 64683 members 
Entering Unmasked Estep 
Score: -7996405.000000 Penalty: 5511.241211
	Iteration 91Q: 3 clusters Score -7996405 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 64685 members 
Entering Unmasked Estep 
Score: -7996404.000000 Penalty: 5511.241211
	Iteration 92Q: 3 clusters Score -7996404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 64686 members 
Entering Unmasked Estep 
Score: -7996403.500000 Penalty: 5511.241211
	Iteration 93Q: 3 clusters Score -7996404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 64688 members 
Entering Unmasked Estep 
Score: -7996401.000000 Penalty: 5511.241211
	Iteration 94Q: 3 clusters Score -7996401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -7996398.000000 Penalty: 5511.241211
	Iteration 95Q: 3 clusters Score -7996398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 64693 members 
Entering Unmasked Estep 
Score: -7996395.500000 Penalty: 5511.241211
	Iteration 96Q: 3 clusters Score -7996396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 64699 members 
Entering Unmasked Estep 
Score: -7996397.000000 Penalty: 5511.241211
	Iteration 97Q: 3 clusters Score -7996397 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 64701 members 
Entering Unmasked Estep 
Score: -7996401.000000 Penalty: 5511.241211
	Iteration 98Q: 3 clusters Score -7996401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 64704 members 
Entering Unmasked Estep 
Score: -7996402.500000 Penalty: 5511.241211
	Iteration 99Q: 3 clusters Score -7996402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 64710 members 
Entering Unmasked Estep 
Score: -7996397.500000 Penalty: 5511.241211
	Iteration 100F: 3 clusters Score -7996398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 64714 members 
Entering Unmasked Estep 
Score: -7996399.000000 Penalty: 5511.241211
	Iteration 101Q: 3 clusters Score -7996399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 64717 members 
Entering Unmasked Estep 
Score: -7996402.500000 Penalty: 5511.241211
	Iteration 102Q: 3 clusters Score -7996402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -7996399.000000 Penalty: 5511.241211
	Iteration 103Q: 3 clusters Score -7996399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -7996399.000000 Penalty: 5511.241211
	Iteration 104F: 3 clusters Score -7996399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Entering Unmasked Estep 
Score: -1383017.125000 Penalty: 2338.430176
	Iteration 0F: 2 clusters Score -1383017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1373845.500000 Penalty: 4676.860352
	Iteration 0F: 3 clusters Score -1373846 nChanged 5236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -1376793.250000 Penalty: 4676.860352
	Iteration 1F: 3 clusters Score -1376793 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1377351.750000 Penalty: 4676.860352
	Iteration 2F: 3 clusters Score -1377352 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1377882.000000 Penalty: 4676.860352
	Iteration 3F: 3 clusters Score -1377882 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1378425.875000 Penalty: 4676.860352
	Iteration 4F: 3 clusters Score -1378426 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1378981.000000 Penalty: 4676.860352
	Iteration 5F: 3 clusters Score -1378981 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1379468.875000 Penalty: 4676.860352
	Iteration 6F: 3 clusters Score -1379469 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1379841.500000 Penalty: 4676.860352
	Iteration 7Q: 3 clusters Score -1379842 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1380163.750000 Penalty: 4676.860352
	Iteration 8Q: 3 clusters Score -1380164 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -1380467.500000 Penalty: 4676.860352
	Iteration 9Q: 3 clusters Score -1380468 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -1380783.250000 Penalty: 4676.860352
	Iteration 10Q: 3 clusters Score -1380783 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1381069.125000 Penalty: 4676.860352
	Iteration 11Q: 3 clusters Score -1381069 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1381248.875000 Penalty: 4676.860352
	Iteration 12Q: 3 clusters Score -1381249 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10036 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1381344.125000 Penalty: 4676.860352
	Iteration 13Q: 3 clusters Score -1381344 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -1381408.125000 Penalty: 4676.860352
	Iteration 14Q: 3 clusters Score -1381408 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1381470.500000 Penalty: 4676.860352
	Iteration 15Q: 3 clusters Score -1381470 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1381526.000000 Penalty: 4676.860352
	Iteration 16Q: 3 clusters Score -1381526 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1381582.375000 Penalty: 4676.860352
	Iteration 17Q: 3 clusters Score -1381582 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1381633.375000 Penalty: 4676.860352
	Iteration 18Q: 3 clusters Score -1381633 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1381686.500000 Penalty: 4676.860352
	Iteration 19Q: 3 clusters Score -1381686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1381758.125000 Penalty: 4676.860352
	Iteration 20F: 3 clusters Score -1381758 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1381822.500000 Penalty: 4676.860352
	Iteration 21Q: 3 clusters Score -1381822 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1381862.250000 Penalty: 4676.860352
	Iteration 22Q: 3 clusters Score -1381862 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1381881.500000 Penalty: 4676.860352
	Iteration 23Q: 3 clusters Score -1381882 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1381891.375000 Penalty: 4676.860352
	Iteration 24Q: 3 clusters Score -1381891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1381902.750000 Penalty: 4676.860352
	Iteration 25Q: 3 clusters Score -1381903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1381909.875000 Penalty: 4676.860352
	Iteration 26Q: 3 clusters Score -1381910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1381914.500000 Penalty: 4676.860352
	Iteration 27Q: 3 clusters Score -1381914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1381919.125000 Penalty: 4676.860352
	Iteration 28Q: 3 clusters Score -1381919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1381921.375000 Penalty: 4676.860352
	Iteration 29Q: 3 clusters Score -1381921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1381923.375000 Penalty: 4676.860352
	Iteration 30Q: 3 clusters Score -1381923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1381930.875000 Penalty: 4676.860352
	Iteration 31Q: 3 clusters Score -1381931 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10958 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1381930.125000 Penalty: 4676.860352
	Iteration 32Q: 3 clusters Score -1381930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1381935.875000 Penalty: 4676.860352
	Iteration 33Q: 3 clusters Score -1381936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1381933.625000 Penalty: 4676.860352
	Iteration 34Q: 3 clusters Score -1381934 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1381935.000000 Penalty: 4676.860352
	Iteration 35Q: 3 clusters Score -1381935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1381935.625000 Penalty: 4676.860352
	Iteration 36Q: 3 clusters Score -1381936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1381935.375000 Penalty: 4676.860352
	Iteration 37Q: 3 clusters Score -1381935 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10972 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1381935.250000 Penalty: 4676.860352
	Iteration 38Q: 3 clusters Score -1381935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1381936.625000 Penalty: 4676.860352
	Iteration 39Q: 3 clusters Score -1381937 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1381936.625000 Penalty: 4676.860352
	Iteration 40F: 3 clusters Score -1381937 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -47850.464844 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -47850.46 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 241 members 
Entering Unmasked Estep 
Score: -46398.074219 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -46398.07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -46560.613281 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -46560.61 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -46636.800781 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -46636.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46674.562500 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -46674.56 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46689.062500 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -46689.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -46693.472656 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -46693.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -46697.984375 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -46697.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46700.152344 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -46700.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -46700.152344 Penalty: 3053.861572
	Iteration 8F: 3 clusters Score -46700.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (199490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199490 members 
Entering Unmasked Estep 
Score: -23565244.000000 Penalty: 3026.472900
	Iteration 0F: 2 clusters Score -2.356524e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99811 members 
Mstep: Class 2 contains 99679 members 
Entering Unmasked Estep 
Score: -23435058.000000 Penalty: 6052.945801
	Iteration 0F: 3 clusters Score -2.343506e+07 nChanged 95674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100337 members 
Mstep: Class 2 contains 99153 members 
Entering Unmasked Estep 
Score: -23491394.000000 Penalty: 6052.945801
	Iteration 1F: 3 clusters Score -2.349139e+07 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100385 members 
Mstep: Class 2 contains 99105 members 
Entering Unmasked Estep 
Score: -23492542.000000 Penalty: 6052.945801
	Iteration 2Q: 3 clusters Score -2.349254e+07 nChanged 6203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 99210 members 
Entering Unmasked Estep 
Score: -23494474.000000 Penalty: 6052.945801
	Iteration 3Q: 3 clusters Score -2.349447e+07 nChanged 7362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99744 members 
Mstep: Class 2 contains 99746 members 
Entering Unmasked Estep 
Score: -23497200.000000 Penalty: 6052.945801
	Iteration 4Q: 3 clusters Score -2.34972e+07 nChanged 8972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98454 members 
Mstep: Class 2 contains 101036 members 
Entering Unmasked Estep 
Score: -23501480.000000 Penalty: 6052.945801
	Iteration 5Q: 3 clusters Score -2.350148e+07 nChanged 11337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96115 members 
Mstep: Class 2 contains 103375 members 
Entering Unmasked Estep 
Score: -23508150.000000 Penalty: 6052.945801
	Iteration 6F: 3 clusters Score -2.350815e+07 nChanged 13714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92709 members 
Mstep: Class 2 contains 106781 members 
Entering Unmasked Estep 
Score: -23518108.000000 Penalty: 6052.945801
	Iteration 7F: 3 clusters Score -2.351811e+07 nChanged 14823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88566 members 
Mstep: Class 2 contains 110924 members 
Entering Unmasked Estep 
Score: -23530434.000000 Penalty: 6052.945801
	Iteration 8F: 3 clusters Score -2.353043e+07 nChanged 13562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84946 members 
Mstep: Class 2 contains 114544 members 
Entering Unmasked Estep 
Score: -23539510.000000 Penalty: 6052.945801
	Iteration 9F: 3 clusters Score -2.353951e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82257 members 
Mstep: Class 2 contains 117233 members 
Entering Unmasked Estep 
Score: -23543828.000000 Penalty: 6052.945801
	Iteration 10Q: 3 clusters Score -2.354383e+07 nChanged 5608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80237 members 
Mstep: Class 2 contains 119253 members 
Entering Unmasked Estep 
Score: -23545410.000000 Penalty: 6052.945801
	Iteration 11Q: 3 clusters Score -2.354541e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78424 members 
Mstep: Class 2 contains 121066 members 
Entering Unmasked Estep 
Score: -23546180.000000 Penalty: 6052.945801
	Iteration 12Q: 3 clusters Score -2.354618e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76629 members 
Mstep: Class 2 contains 122861 members 
Entering Unmasked Estep 
Score: -23546714.000000 Penalty: 6052.945801
	Iteration 13Q: 3 clusters Score -2.354671e+07 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74887 members 
Mstep: Class 2 contains 124603 members 
Entering Unmasked Estep 
Score: -23547430.000000 Penalty: 6052.945801
	Iteration 14Q: 3 clusters Score -2.354743e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73120 members 
Mstep: Class 2 contains 126370 members 
Entering Unmasked Estep 
Score: -23548134.000000 Penalty: 6052.945801
	Iteration 15Q: 3 clusters Score -2.354813e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71324 members 
Mstep: Class 2 contains 128166 members 
Entering Unmasked Estep 
Score: -23548550.000000 Penalty: 6052.945801
	Iteration 16Q: 3 clusters Score -2.354855e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69581 members 
Mstep: Class 2 contains 129909 members 
Entering Unmasked Estep 
Score: -23548806.000000 Penalty: 6052.945801
	Iteration 17Q: 3 clusters Score -2.354881e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67850 members 
Mstep: Class 2 contains 131640 members 
Entering Unmasked Estep 
Score: -23549380.000000 Penalty: 6052.945801
	Iteration 18Q: 3 clusters Score -2.354938e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66132 members 
Mstep: Class 2 contains 133358 members 
Entering Unmasked Estep 
Score: -23549704.000000 Penalty: 6052.945801
	Iteration 19Q: 3 clusters Score -2.35497e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64381 members 
Mstep: Class 2 contains 135109 members 
Entering Unmasked Estep 
Score: -23549970.000000 Penalty: 6052.945801
	Iteration 20F: 3 clusters Score -2.354997e+07 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62637 members 
Mstep: Class 2 contains 136853 members 
Entering Unmasked Estep 
Score: -23550132.000000 Penalty: 6052.945801
	Iteration 21Q: 3 clusters Score -2.355013e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60842 members 
Mstep: Class 2 contains 138648 members 
Entering Unmasked Estep 
Score: -23550372.000000 Penalty: 6052.945801
	Iteration 22Q: 3 clusters Score -2.355037e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59060 members 
Mstep: Class 2 contains 140430 members 
Entering Unmasked Estep 
Score: -23550834.000000 Penalty: 6052.945801
	Iteration 23Q: 3 clusters Score -2.355083e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57180 members 
Mstep: Class 2 contains 142310 members 
Entering Unmasked Estep 
Score: -23551164.000000 Penalty: 6052.945801
	Iteration 24Q: 3 clusters Score -2.355116e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55217 members 
Mstep: Class 2 contains 144273 members 
Entering Unmasked Estep 
Score: -23551470.000000 Penalty: 6052.945801
	Iteration 25Q: 3 clusters Score -2.355147e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 146238 members 
Entering Unmasked Estep 
Score: -23551980.000000 Penalty: 6052.945801
	Iteration 26Q: 3 clusters Score -2.355198e+07 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51142 members 
Mstep: Class 2 contains 148348 members 
Entering Unmasked Estep 
Score: -23552520.000000 Penalty: 6052.945801
	Iteration 27Q: 3 clusters Score -2.355252e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48978 members 
Mstep: Class 2 contains 150512 members 
Entering Unmasked Estep 
Score: -23552996.000000 Penalty: 6052.945801
	Iteration 28Q: 3 clusters Score -2.3553e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46638 members 
Mstep: Class 2 contains 152852 members 
Entering Unmasked Estep 
Score: -23553458.000000 Penalty: 6052.945801
	Iteration 29Q: 3 clusters Score -2.355346e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44215 members 
Mstep: Class 2 contains 155275 members 
Entering Unmasked Estep 
Score: -23554066.000000 Penalty: 6052.945801
	Iteration 30Q: 3 clusters Score -2.355407e+07 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 157969 members 
Entering Unmasked Estep 
Score: -23554736.000000 Penalty: 6052.945801
	Iteration 31Q: 3 clusters Score -2.355474e+07 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 160760 members 
Entering Unmasked Estep 
Score: -23555188.000000 Penalty: 6052.945801
	Iteration 32Q: 3 clusters Score -2.355519e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35750 members 
Mstep: Class 2 contains 163740 members 
Entering Unmasked Estep 
Score: -23555830.000000 Penalty: 6052.945801
	Iteration 33Q: 3 clusters Score -2.355583e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32622 members 
Mstep: Class 2 contains 166868 members 
Entering Unmasked Estep 
Score: -23556650.000000 Penalty: 6052.945801
	Iteration 34Q: 3 clusters Score -2.355665e+07 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 169920 members 
Entering Unmasked Estep 
Score: -23557380.000000 Penalty: 6052.945801
	Iteration 35Q: 3 clusters Score -2.355738e+07 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26588 members 
Mstep: Class 2 contains 172902 members 
Entering Unmasked Estep 
Score: -23558112.000000 Penalty: 6052.945801
	Iteration 36Q: 3 clusters Score -2.355811e+07 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 175707 members 
Entering Unmasked Estep 
Score: -23558728.000000 Penalty: 6052.945801
	Iteration 37Q: 3 clusters Score -2.355873e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21049 members 
Mstep: Class 2 contains 178441 members 
Entering Unmasked Estep 
Score: -23559318.000000 Penalty: 6052.945801
	Iteration 38Q: 3 clusters Score -2.355932e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 180939 members 
Entering Unmasked Estep 
Score: -23559854.000000 Penalty: 6052.945801
	Iteration 39Q: 3 clusters Score -2.355985e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 183204 members 
Entering Unmasked Estep 
Score: -23560390.000000 Penalty: 6052.945801
	Iteration 40F: 3 clusters Score -2.356039e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 185321 members 
Entering Unmasked Estep 
Score: -23561030.000000 Penalty: 6052.945801
	Iteration 41Q: 3 clusters Score -2.356103e+07 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 187185 members 
Entering Unmasked Estep 
Score: -23561552.000000 Penalty: 6052.945801
	Iteration 42Q: 3 clusters Score -2.356155e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 188846 members 
Entering Unmasked Estep 
Score: -23561920.000000 Penalty: 6052.945801
	Iteration 43Q: 3 clusters Score -2.356192e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 190257 members 
Entering Unmasked Estep 
Score: -23562370.000000 Penalty: 6052.945801
	Iteration 44Q: 3 clusters Score -2.356237e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 191502 members 
Entering Unmasked Estep 
Score: -23562624.000000 Penalty: 6052.945801
	Iteration 45Q: 3 clusters Score -2.356262e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 192583 members 
Entering Unmasked Estep 
Score: -23562982.000000 Penalty: 6052.945801
	Iteration 46Q: 3 clusters Score -2.356298e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 193460 members 
Entering Unmasked Estep 
Score: -23563118.000000 Penalty: 6052.945801
	Iteration 47Q: 3 clusters Score -2.356312e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 194179 members 
Entering Unmasked Estep 
Score: -23563198.000000 Penalty: 6052.945801
	Iteration 48Q: 3 clusters Score -2.35632e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 194770 members 
Entering Unmasked Estep 
Score: -23563312.000000 Penalty: 6052.945801
	Iteration 49Q: 3 clusters Score -2.356331e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 195278 members 
Entering Unmasked Estep 
Score: -23563388.000000 Penalty: 6052.945801
	Iteration 50Q: 3 clusters Score -2.356339e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 195737 members 
Entering Unmasked Estep 
Score: -23563520.000000 Penalty: 6052.945801
	Iteration 51Q: 3 clusters Score -2.356352e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 196107 members 
Entering Unmasked Estep 
Score: -23563592.000000 Penalty: 6052.945801
	Iteration 52Q: 3 clusters Score -2.356359e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 196425 members 
Entering Unmasked Estep 
Score: -23563648.000000 Penalty: 6052.945801
	Iteration 53Q: 3 clusters Score -2.356365e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 196684 members 
Entering Unmasked Estep 
Score: -23563688.000000 Penalty: 6052.945801
	Iteration 54Q: 3 clusters Score -2.356369e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 196883 members 
Entering Unmasked Estep 
Score: -23563770.000000 Penalty: 6052.945801
	Iteration 55Q: 3 clusters Score -2.356377e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 197060 members 
Entering Unmasked Estep 
Score: -23563746.000000 Penalty: 6052.945801
	Iteration 56Q: 3 clusters Score -2.356375e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 197194 members 
Entering Unmasked Estep 
Score: -23563764.000000 Penalty: 6052.945801
	Iteration 57Q: 3 clusters Score -2.356376e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 197301 members 
Entering Unmasked Estep 
Score: -23563780.000000 Penalty: 6052.945801
	Iteration 58Q: 3 clusters Score -2.356378e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 197412 members 
Entering Unmasked Estep 
Score: -23563870.000000 Penalty: 6052.945801
	Iteration 59Q: 3 clusters Score -2.356387e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 197507 members 
Entering Unmasked Estep 
Score: -23563874.000000 Penalty: 6052.945801
	Iteration 60F: 3 clusters Score -2.356387e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 197580 members 
Entering Unmasked Estep 
Score: -23563920.000000 Penalty: 6052.945801
	Iteration 61Q: 3 clusters Score -2.356392e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 197640 members 
Entering Unmasked Estep 
Score: -23563920.000000 Penalty: 6052.945801
	Iteration 62Q: 3 clusters Score -2.356392e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 197684 members 
Entering Unmasked Estep 
Score: -23563956.000000 Penalty: 6052.945801
	Iteration 63Q: 3 clusters Score -2.356396e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 197716 members 
Entering Unmasked Estep 
Score: -23563968.000000 Penalty: 6052.945801
	Iteration 64Q: 3 clusters Score -2.356397e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 197768 members 
Entering Unmasked Estep 
Score: -23563950.000000 Penalty: 6052.945801
	Iteration 65Q: 3 clusters Score -2.356395e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 197806 members 
Entering Unmasked Estep 
Score: -23563974.000000 Penalty: 6052.945801
	Iteration 66Q: 3 clusters Score -2.356397e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 197830 members 
Entering Unmasked Estep 
Score: -23563996.000000 Penalty: 6052.945801
	Iteration 67Q: 3 clusters Score -2.3564e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 197857 members 
Entering Unmasked Estep 
Score: -23564006.000000 Penalty: 6052.945801
	Iteration 68Q: 3 clusters Score -2.356401e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 197885 members 
Entering Unmasked Estep 
Score: -23563988.000000 Penalty: 6052.945801
	Iteration 69Q: 3 clusters Score -2.356399e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 197905 members 
Entering Unmasked Estep 
Score: -23564030.000000 Penalty: 6052.945801
	Iteration 70Q: 3 clusters Score -2.356403e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 197932 members 
Entering Unmasked Estep 
Score: -23564020.000000 Penalty: 6052.945801
	Iteration 71Q: 3 clusters Score -2.356402e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 197952 members 
Entering Unmasked Estep 
Score: -23564030.000000 Penalty: 6052.945801
	Iteration 72Q: 3 clusters Score -2.356403e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 197960 members 
Entering Unmasked Estep 
Score: -23564046.000000 Penalty: 6052.945801
	Iteration 73Q: 3 clusters Score -2.356405e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 197977 members 
Entering Unmasked Estep 
Score: -23564094.000000 Penalty: 6052.945801
	Iteration 74Q: 3 clusters Score -2.356409e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 197985 members 
Entering Unmasked Estep 
Score: -23564098.000000 Penalty: 6052.945801
	Iteration 75Q: 3 clusters Score -2.35641e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 197982 members 
Entering Unmasked Estep 
Score: -23564146.000000 Penalty: 6052.945801
	Iteration 76Q: 3 clusters Score -2.356415e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 197995 members 
Entering Unmasked Estep 
Score: -23564138.000000 Penalty: 6052.945801
	Iteration 77Q: 3 clusters Score -2.356414e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 198000 members 
Entering Unmasked Estep 
Score: -23564164.000000 Penalty: 6052.945801
	Iteration 78Q: 3 clusters Score -2.356416e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 198000 members 
Entering Unmasked Estep 
Score: -23564176.000000 Penalty: 6052.945801
	Iteration 79Q: 3 clusters Score -2.356418e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 197999 members 
Entering Unmasked Estep 
Score: -23564188.000000 Penalty: 6052.945801
	Iteration 80F: 3 clusters Score -2.356419e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 197993 members 
Entering Unmasked Estep 
Score: -23564192.000000 Penalty: 6052.945801
	Iteration 81Q: 3 clusters Score -2.356419e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 197982 members 
Entering Unmasked Estep 
Score: -23564174.000000 Penalty: 6052.945801
	Iteration 82Q: 3 clusters Score -2.356417e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 197986 members 
Entering Unmasked Estep 
Score: -23564196.000000 Penalty: 6052.945801
	Iteration 83Q: 3 clusters Score -2.35642e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 197993 members 
Entering Unmasked Estep 
Score: -23564188.000000 Penalty: 6052.945801
	Iteration 84Q: 3 clusters Score -2.356419e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 197991 members 
Entering Unmasked Estep 
Score: -23564196.000000 Penalty: 6052.945801
	Iteration 85Q: 3 clusters Score -2.35642e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 197983 members 
Entering Unmasked Estep 
Score: -23564182.000000 Penalty: 6052.945801
	Iteration 86Q: 3 clusters Score -2.356418e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 197965 members 
Entering Unmasked Estep 
Score: -23564226.000000 Penalty: 6052.945801
	Iteration 87Q: 3 clusters Score -2.356423e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 197942 members 
Entering Unmasked Estep 
Score: -23564262.000000 Penalty: 6052.945801
	Iteration 88Q: 3 clusters Score -2.356426e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 197928 members 
Entering Unmasked Estep 
Score: -23564326.000000 Penalty: 6052.945801
	Iteration 89Q: 3 clusters Score -2.356433e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 197902 members 
Entering Unmasked Estep 
Score: -23564360.000000 Penalty: 6052.945801
	Iteration 90Q: 3 clusters Score -2.356436e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 197879 members 
Entering Unmasked Estep 
Score: -23564386.000000 Penalty: 6052.945801
	Iteration 91Q: 3 clusters Score -2.356439e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 197870 members 
Entering Unmasked Estep 
Score: -23564396.000000 Penalty: 6052.945801
	Iteration 92Q: 3 clusters Score -2.35644e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 197851 members 
Entering Unmasked Estep 
Score: -23564434.000000 Penalty: 6052.945801
	Iteration 93Q: 3 clusters Score -2.356443e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 197822 members 
Entering Unmasked Estep 
Score: -23564408.000000 Penalty: 6052.945801
	Iteration 94Q: 3 clusters Score -2.356441e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 197805 members 
Entering Unmasked Estep 
Score: -23564462.000000 Penalty: 6052.945801
	Iteration 95Q: 3 clusters Score -2.356446e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 197790 members 
Entering Unmasked Estep 
Score: -23564444.000000 Penalty: 6052.945801
	Iteration 96Q: 3 clusters Score -2.356444e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 197777 members 
Entering Unmasked Estep 
Score: -23564478.000000 Penalty: 6052.945801
	Iteration 97Q: 3 clusters Score -2.356448e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 197766 members 
Entering Unmasked Estep 
Score: -23564486.000000 Penalty: 6052.945801
	Iteration 98Q: 3 clusters Score -2.356449e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 197768 members 
Entering Unmasked Estep 
Score: -23564488.000000 Penalty: 6052.945801
	Iteration 99Q: 3 clusters Score -2.356449e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 197761 members 
Entering Unmasked Estep 
Score: -23564534.000000 Penalty: 6052.945801
	Iteration 100F: 3 clusters Score -2.356453e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 197727 members 
Entering Unmasked Estep 
Score: -23564522.000000 Penalty: 6052.945801
	Iteration 101Q: 3 clusters Score -2.356452e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 197705 members 
Entering Unmasked Estep 
Score: -23564532.000000 Penalty: 6052.945801
	Iteration 102Q: 3 clusters Score -2.356453e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 197680 members 
Entering Unmasked Estep 
Score: -23564570.000000 Penalty: 6052.945801
	Iteration 103Q: 3 clusters Score -2.356457e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 197663 members 
Entering Unmasked Estep 
Score: -23564580.000000 Penalty: 6052.945801
	Iteration 104Q: 3 clusters Score -2.356458e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 197641 members 
Entering Unmasked Estep 
Score: -23564554.000000 Penalty: 6052.945801
	Iteration 105Q: 3 clusters Score -2.356455e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 197613 members 
Entering Unmasked Estep 
Score: -23564570.000000 Penalty: 6052.945801
	Iteration 106Q: 3 clusters Score -2.356457e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 197592 members 
Entering Unmasked Estep 
Score: -23564612.000000 Penalty: 6052.945801
	Iteration 107Q: 3 clusters Score -2.356461e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 197574 members 
Entering Unmasked Estep 
Score: -23564630.000000 Penalty: 6052.945801
	Iteration 108Q: 3 clusters Score -2.356463e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 197560 members 
Entering Unmasked Estep 
Score: -23564616.000000 Penalty: 6052.945801
	Iteration 109Q: 3 clusters Score -2.356462e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 197544 members 
Entering Unmasked Estep 
Score: -23564682.000000 Penalty: 6052.945801
	Iteration 110Q: 3 clusters Score -2.356468e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 197521 members 
Entering Unmasked Estep 
Score: -23564682.000000 Penalty: 6052.945801
	Iteration 111Q: 3 clusters Score -2.356468e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 197501 members 
Entering Unmasked Estep 
Score: -23564690.000000 Penalty: 6052.945801
	Iteration 112Q: 3 clusters Score -2.356469e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 197486 members 
Entering Unmasked Estep 
Score: -23564700.000000 Penalty: 6052.945801
	Iteration 113Q: 3 clusters Score -2.35647e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 197478 members 
Entering Unmasked Estep 
Score: -23564704.000000 Penalty: 6052.945801
	Iteration 114Q: 3 clusters Score -2.35647e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 197471 members 
Entering Unmasked Estep 
Score: -23564694.000000 Penalty: 6052.945801
	Iteration 115Q: 3 clusters Score -2.356469e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 197468 members 
Entering Unmasked Estep 
Score: -23564694.000000 Penalty: 6052.945801
	Iteration 116Q: 3 clusters Score -2.356469e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 197464 members 
Entering Unmasked Estep 
Score: -23564712.000000 Penalty: 6052.945801
	Iteration 117Q: 3 clusters Score -2.356471e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 197457 members 
Entering Unmasked Estep 
Score: -23564728.000000 Penalty: 6052.945801
	Iteration 118Q: 3 clusters Score -2.356473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 197454 members 
Entering Unmasked Estep 
Score: -23564726.000000 Penalty: 6052.945801
	Iteration 119Q: 3 clusters Score -2.356473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 197451 members 
Entering Unmasked Estep 
Score: -23564728.000000 Penalty: 6052.945801
	Iteration 120F: 3 clusters Score -2.356473e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 197449 members 
Entering Unmasked Estep 
Score: -23564734.000000 Penalty: 6052.945801
	Iteration 121Q: 3 clusters Score -2.356473e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 197446 members 
Entering Unmasked Estep 
Score: -23564730.000000 Penalty: 6052.945801
	Iteration 122Q: 3 clusters Score -2.356473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 197445 members 
Entering Unmasked Estep 
Score: -23564730.000000 Penalty: 6052.945801
	Iteration 123Q: 3 clusters Score -2.356473e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 197443 members 
Entering Unmasked Estep 
Score: -23564730.000000 Penalty: 6052.945801
	Iteration 124Q: 3 clusters Score -2.356473e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 197436 members 
Entering Unmasked Estep 
Score: -23564720.000000 Penalty: 6052.945801
	Iteration 125Q: 3 clusters Score -2.356472e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 197433 members 
Entering Unmasked Estep 
Score: -23564722.000000 Penalty: 6052.945801
	Iteration 126Q: 3 clusters Score -2.356472e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 197430 members 
Entering Unmasked Estep 
Score: -23564716.000000 Penalty: 6052.945801
	Iteration 127Q: 3 clusters Score -2.356472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 197427 members 
Entering Unmasked Estep 
Score: -23564732.000000 Penalty: 6052.945801
	Iteration 128Q: 3 clusters Score -2.356473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 197424 members 
Entering Unmasked Estep 
Score: -23564752.000000 Penalty: 6052.945801
	Iteration 129Q: 3 clusters Score -2.356475e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 197421 members 
Entering Unmasked Estep 
Score: -23564732.000000 Penalty: 6052.945801
	Iteration 130Q: 3 clusters Score -2.356473e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 197418 members 
Entering Unmasked Estep 
Score: -23564706.000000 Penalty: 6052.945801
	Iteration 131Q: 3 clusters Score -2.356471e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 197418 members 
Entering Unmasked Estep 
Score: -23564706.000000 Penalty: 6052.945801
	Iteration 132Q: 3 clusters Score -2.356471e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 197417 members 
Entering Unmasked Estep 
Score: -23564720.000000 Penalty: 6052.945801
	Iteration 133Q: 3 clusters Score -2.356472e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 197416 members 
Entering Unmasked Estep 
Score: -23564712.000000 Penalty: 6052.945801
	Iteration 134Q: 3 clusters Score -2.356471e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 197414 members 
Entering Unmasked Estep 
Score: -23564720.000000 Penalty: 6052.945801
	Iteration 135Q: 3 clusters Score -2.356472e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 197413 members 
Entering Unmasked Estep 
Score: -23564720.000000 Penalty: 6052.945801
	Iteration 136Q: 3 clusters Score -2.356472e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 197413 members 
Entering Unmasked Estep 
Score: -23564720.000000 Penalty: 6052.945801
	Iteration 137F: 3 clusters Score -2.356472e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Entering Unmasked Estep 
Score: -2419665.250000 Penalty: 2502.044189
	Iteration 0F: 2 clusters Score -2419665 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12032 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -2402965.500000 Penalty: 5004.088379
	Iteration 0F: 3 clusters Score -2402966 nChanged 10746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -2408962.750000 Penalty: 5004.088379
	Iteration 1F: 3 clusters Score -2408963 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2409450.250000 Penalty: 5004.088379
	Iteration 2F: 3 clusters Score -2409450 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2409879.000000 Penalty: 5004.088379
	Iteration 3Q: 3 clusters Score -2409879 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -2410289.500000 Penalty: 5004.088379
	Iteration 4Q: 3 clusters Score -2410290 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -2410748.250000 Penalty: 5004.088379
	Iteration 5Q: 3 clusters Score -2410748 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2411193.750000 Penalty: 5004.088379
	Iteration 6Q: 3 clusters Score -2411194 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2411658.750000 Penalty: 5004.088379
	Iteration 7Q: 3 clusters Score -2411659 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 14719 members 
Entering Unmasked Estep 
Score: -2412123.500000 Penalty: 5004.088379
	Iteration 8Q: 3 clusters Score -2412124 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 15299 members 
Entering Unmasked Estep 
Score: -2412590.000000 Penalty: 5004.088379
	Iteration 9Q: 3 clusters Score -2412590 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2413027.000000 Penalty: 5004.088379
	Iteration 10Q: 3 clusters Score -2413027 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -2413513.750000 Penalty: 5004.088379
	Iteration 11Q: 3 clusters Score -2413514 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6645 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2413997.000000 Penalty: 5004.088379
	Iteration 12Q: 3 clusters Score -2413997 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2414502.500000 Penalty: 5004.088379
	Iteration 13Q: 3 clusters Score -2414502 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2415085.750000 Penalty: 5004.088379
	Iteration 14Q: 3 clusters Score -2415086 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 19676 members 
Entering Unmasked Estep 
Score: -2415592.750000 Penalty: 5004.088379
	Iteration 15Q: 3 clusters Score -2415593 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 20301 members 
Entering Unmasked Estep 
Score: -2415999.500000 Penalty: 5004.088379
	Iteration 16Q: 3 clusters Score -2416000 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2416371.000000 Penalty: 5004.088379
	Iteration 17Q: 3 clusters Score -2416371 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2416688.750000 Penalty: 5004.088379
	Iteration 18Q: 3 clusters Score -2416689 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -2416987.250000 Penalty: 5004.088379
	Iteration 19Q: 3 clusters Score -2416987 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2417228.500000 Penalty: 5004.088379
	Iteration 20F: 3 clusters Score -2417228 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -2417424.500000 Penalty: 5004.088379
	Iteration 21Q: 3 clusters Score -2417424 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -2417576.750000 Penalty: 5004.088379
	Iteration 22Q: 3 clusters Score -2417577 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2417671.750000 Penalty: 5004.088379
	Iteration 23Q: 3 clusters Score -2417672 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 22619 members 
Entering Unmasked Estep 
Score: -2417762.000000 Penalty: 5004.088379
	Iteration 24Q: 3 clusters Score -2417762 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -2417821.750000 Penalty: 5004.088379
	Iteration 25Q: 3 clusters Score -2417822 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 22736 members 
Entering Unmasked Estep 
Score: -2417871.500000 Penalty: 5004.088379
	Iteration 26Q: 3 clusters Score -2417872 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -2417906.750000 Penalty: 5004.088379
	Iteration 27Q: 3 clusters Score -2417907 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2417921.500000 Penalty: 5004.088379
	Iteration 28Q: 3 clusters Score -2417922 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2417948.000000 Penalty: 5004.088379
	Iteration 29Q: 3 clusters Score -2417948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2417965.500000 Penalty: 5004.088379
	Iteration 30Q: 3 clusters Score -2417966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -2417969.250000 Penalty: 5004.088379
	Iteration 31Q: 3 clusters Score -2417969 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2417981.250000 Penalty: 5004.088379
	Iteration 32Q: 3 clusters Score -2417981 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2417985.750000 Penalty: 5004.088379
	Iteration 33Q: 3 clusters Score -2417986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -2417993.000000 Penalty: 5004.088379
	Iteration 34Q: 3 clusters Score -2417993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -2417991.750000 Penalty: 5004.088379
	Iteration 35Q: 3 clusters Score -2417992 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -2417998.750000 Penalty: 5004.088379
	Iteration 36Q: 3 clusters Score -2417999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -2417996.250000 Penalty: 5004.088379
	Iteration 37Q: 3 clusters Score -2417996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 22955 members 
Entering Unmasked Estep 
Score: -2417996.750000 Penalty: 5004.088379
	Iteration 38Q: 3 clusters Score -2417997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -2417998.500000 Penalty: 5004.088379
	Iteration 39Q: 3 clusters Score -2417998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2418000.500000 Penalty: 5004.088379
	Iteration 40F: 3 clusters Score -2418000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -2418000.500000 Penalty: 5004.088379
	Iteration 41Q: 3 clusters Score -2418000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2418001.500000 Penalty: 5004.088379
	Iteration 42Q: 3 clusters Score -2418002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -2418001.500000 Penalty: 5004.088379
	Iteration 43F: 3 clusters Score -2418002 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Entering Unmasked Estep 
Score: -260319.828125 Penalty: 1912.242065
	Iteration 0F: 2 clusters Score -260319.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -257523.093750 Penalty: 3824.484131
	Iteration 0F: 3 clusters Score -257523.1 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -258019.328125 Penalty: 3824.484131
	Iteration 1F: 3 clusters Score -258019.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -258156.046875 Penalty: 3824.484131
	Iteration 2F: 3 clusters Score -258156 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -258234.765625 Penalty: 3824.484131
	Iteration 3Q: 3 clusters Score -258234.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -258285.234375 Penalty: 3824.484131
	Iteration 4Q: 3 clusters Score -258285.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -258316.421875 Penalty: 3824.484131
	Iteration 5Q: 3 clusters Score -258316.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -258330.125000 Penalty: 3824.484131
	Iteration 6Q: 3 clusters Score -258330.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -258337.406250 Penalty: 3824.484131
	Iteration 7Q: 3 clusters Score -258337.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -258342.937500 Penalty: 3824.484131
	Iteration 8Q: 3 clusters Score -258342.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -258347.187500 Penalty: 3824.484131
	Iteration 9Q: 3 clusters Score -258347.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -258353.062500 Penalty: 3824.484131
	Iteration 10Q: 3 clusters Score -258353.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -258355.750000 Penalty: 3824.484131
	Iteration 11Q: 3 clusters Score -258355.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -258355.734375 Penalty: 3824.484131
	Iteration 12Q: 3 clusters Score -258355.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -258355.734375 Penalty: 3824.484131
	Iteration 13F: 3 clusters Score -258355.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25839.906250 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -25839.91 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 113 members 
Entering Unmasked Estep 
Score: -24579.859375 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -24579.86 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24660.279297 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -24660.28 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24683.759766 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -24683.76 nChanged 1
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: -24685.490234 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -24685.49 nChanged 0
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: -24685.490234 Penalty: 2763.788330
	Iteration 4F: 3 clusters Score -24685.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (6769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Entering Unmasked Estep 
Score: -751256.687500 Penalty: 2187.386963
	Iteration 0F: 2 clusters Score -751256.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -745664.062500 Penalty: 4374.773926
	Iteration 0F: 3 clusters Score -745664.1 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -747152.312500 Penalty: 4374.773926
	Iteration 1F: 3 clusters Score -747152.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -747370.750000 Penalty: 4374.773926
	Iteration 2F: 3 clusters Score -747370.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -747501.562500 Penalty: 4374.773926
	Iteration 3Q: 3 clusters Score -747501.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 3565 members 
Entering Unmasked Estep 
Score: -747595.500000 Penalty: 4374.773926
	Iteration 4Q: 3 clusters Score -747595.5 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -747669.750000 Penalty: 4374.773926
	Iteration 5Q: 3 clusters Score -747669.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -747746.750000 Penalty: 4374.773926
	Iteration 6Q: 3 clusters Score -747746.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -747812.812500 Penalty: 4374.773926
	Iteration 7Q: 3 clusters Score -747812.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -747881.125000 Penalty: 4374.773926
	Iteration 8Q: 3 clusters Score -747881.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -747948.562500 Penalty: 4374.773926
	Iteration 9Q: 3 clusters Score -747948.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2861 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -748016.062500 Penalty: 4374.773926
	Iteration 10Q: 3 clusters Score -748016.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -748083.812500 Penalty: 4374.773926
	Iteration 11Q: 3 clusters Score -748083.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -748155.812500 Penalty: 4374.773926
	Iteration 12Q: 3 clusters Score -748155.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -748217.750000 Penalty: 4374.773926
	Iteration 13Q: 3 clusters Score -748217.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -748278.625000 Penalty: 4374.773926
	Iteration 14Q: 3 clusters Score -748278.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -748339.875000 Penalty: 4374.773926
	Iteration 15Q: 3 clusters Score -748339.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -748394.562500 Penalty: 4374.773926
	Iteration 16Q: 3 clusters Score -748394.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -748444.125000 Penalty: 4374.773926
	Iteration 17Q: 3 clusters Score -748444.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -748486.375000 Penalty: 4374.773926
	Iteration 18Q: 3 clusters Score -748486.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -748522.375000 Penalty: 4374.773926
	Iteration 19Q: 3 clusters Score -748522.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -748562.562500 Penalty: 4374.773926
	Iteration 20F: 3 clusters Score -748562.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -748604.187500 Penalty: 4374.773926
	Iteration 21Q: 3 clusters Score -748604.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -748636.062500 Penalty: 4374.773926
	Iteration 22Q: 3 clusters Score -748636.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -748661.375000 Penalty: 4374.773926
	Iteration 23Q: 3 clusters Score -748661.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -748689.562500 Penalty: 4374.773926
	Iteration 24Q: 3 clusters Score -748689.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -748716.375000 Penalty: 4374.773926
	Iteration 25Q: 3 clusters Score -748716.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -748752.312500 Penalty: 4374.773926
	Iteration 26Q: 3 clusters Score -748752.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -748787.312500 Penalty: 4374.773926
	Iteration 27Q: 3 clusters Score -748787.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -748821.062500 Penalty: 4374.773926
	Iteration 28Q: 3 clusters Score -748821.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -748839.500000 Penalty: 4374.773926
	Iteration 29Q: 3 clusters Score -748839.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -748856.125000 Penalty: 4374.773926
	Iteration 30Q: 3 clusters Score -748856.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -748878.812500 Penalty: 4374.773926
	Iteration 31Q: 3 clusters Score -748878.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -748905.437500 Penalty: 4374.773926
	Iteration 32Q: 3 clusters Score -748905.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -748928.062500 Penalty: 4374.773926
	Iteration 33Q: 3 clusters Score -748928.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -748955.437500 Penalty: 4374.773926
	Iteration 34Q: 3 clusters Score -748955.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -748978.812500 Penalty: 4374.773926
	Iteration 35Q: 3 clusters Score -748978.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -749001.000000 Penalty: 4374.773926
	Iteration 36Q: 3 clusters Score -749001 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -749021.375000 Penalty: 4374.773926
	Iteration 37Q: 3 clusters Score -749021.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -749043.937500 Penalty: 4374.773926
	Iteration 38Q: 3 clusters Score -749043.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -749068.625000 Penalty: 4374.773926
	Iteration 39Q: 3 clusters Score -749068.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -749100.500000 Penalty: 4374.773926
	Iteration 40F: 3 clusters Score -749100.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -749129.312500 Penalty: 4374.773926
	Iteration 41Q: 3 clusters Score -749129.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -749153.125000 Penalty: 4374.773926
	Iteration 42Q: 3 clusters Score -749153.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -749167.812500 Penalty: 4374.773926
	Iteration 43Q: 3 clusters Score -749167.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -749183.062500 Penalty: 4374.773926
	Iteration 44Q: 3 clusters Score -749183.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -749194.750000 Penalty: 4374.773926
	Iteration 45Q: 3 clusters Score -749194.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -749204.562500 Penalty: 4374.773926
	Iteration 46Q: 3 clusters Score -749204.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -749214.000000 Penalty: 4374.773926
	Iteration 47Q: 3 clusters Score -749214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -749222.000000 Penalty: 4374.773926
	Iteration 48Q: 3 clusters Score -749222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -749227.625000 Penalty: 4374.773926
	Iteration 49Q: 3 clusters Score -749227.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -749237.000000 Penalty: 4374.773926
	Iteration 50Q: 3 clusters Score -749237 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -749247.625000 Penalty: 4374.773926
	Iteration 51Q: 3 clusters Score -749247.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -749256.500000 Penalty: 4374.773926
	Iteration 52Q: 3 clusters Score -749256.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -749266.750000 Penalty: 4374.773926
	Iteration 53Q: 3 clusters Score -749266.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -749275.750000 Penalty: 4374.773926
	Iteration 54Q: 3 clusters Score -749275.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -749284.125000 Penalty: 4374.773926
	Iteration 55Q: 3 clusters Score -749284.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -749290.500000 Penalty: 4374.773926
	Iteration 56Q: 3 clusters Score -749290.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -749301.437500 Penalty: 4374.773926
	Iteration 57Q: 3 clusters Score -749301.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -749311.187500 Penalty: 4374.773926
	Iteration 58Q: 3 clusters Score -749311.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -749318.125000 Penalty: 4374.773926
	Iteration 59Q: 3 clusters Score -749318.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -749324.062500 Penalty: 4374.773926
	Iteration 60F: 3 clusters Score -749324.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -749331.312500 Penalty: 4374.773926
	Iteration 61Q: 3 clusters Score -749331.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -749335.437500 Penalty: 4374.773926
	Iteration 62Q: 3 clusters Score -749335.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -749342.812500 Penalty: 4374.773926
	Iteration 63Q: 3 clusters Score -749342.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -749346.437500 Penalty: 4374.773926
	Iteration 64Q: 3 clusters Score -749346.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -749353.125000 Penalty: 4374.773926
	Iteration 65Q: 3 clusters Score -749353.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -749356.125000 Penalty: 4374.773926
	Iteration 66Q: 3 clusters Score -749356.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -749357.812500 Penalty: 4374.773926
	Iteration 67Q: 3 clusters Score -749357.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -749360.875000 Penalty: 4374.773926
	Iteration 68Q: 3 clusters Score -749360.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -749361.125000 Penalty: 4374.773926
	Iteration 69Q: 3 clusters Score -749361.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -749363.750000 Penalty: 4374.773926
	Iteration 70Q: 3 clusters Score -749363.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -749363.500000 Penalty: 4374.773926
	Iteration 71Q: 3 clusters Score -749363.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -749365.250000 Penalty: 4374.773926
	Iteration 72Q: 3 clusters Score -749365.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -749366.125000 Penalty: 4374.773926
	Iteration 73Q: 3 clusters Score -749366.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -749369.437500 Penalty: 4374.773926
	Iteration 74Q: 3 clusters Score -749369.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -749373.562500 Penalty: 4374.773926
	Iteration 75Q: 3 clusters Score -749373.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -749378.250000 Penalty: 4374.773926
	Iteration 76Q: 3 clusters Score -749378.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -749383.500000 Penalty: 4374.773926
	Iteration 77Q: 3 clusters Score -749383.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -749388.500000 Penalty: 4374.773926
	Iteration 78Q: 3 clusters Score -749388.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -749388.750000 Penalty: 4374.773926
	Iteration 79Q: 3 clusters Score -749388.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -749389.562500 Penalty: 4374.773926
	Iteration 80F: 3 clusters Score -749389.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -749391.437500 Penalty: 4374.773926
	Iteration 81Q: 3 clusters Score -749391.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -749392.375000 Penalty: 4374.773926
	Iteration 82Q: 3 clusters Score -749392.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -749394.562500 Penalty: 4374.773926
	Iteration 83Q: 3 clusters Score -749394.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -749395.687500 Penalty: 4374.773926
	Iteration 84Q: 3 clusters Score -749395.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -749396.750000 Penalty: 4374.773926
	Iteration 85Q: 3 clusters Score -749396.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -749397.312500 Penalty: 4374.773926
	Iteration 86Q: 3 clusters Score -749397.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -749397.312500 Penalty: 4374.773926
	Iteration 87F: 3 clusters Score -749397.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19567 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Entering Unmasked Estep 
Score: -2336471.750000 Penalty: 2450.636719
	Iteration 0F: 2 clusters Score -2336472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2322725.750000 Penalty: 4901.273438
	Iteration 0F: 3 clusters Score -2322726 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -2327441.000000 Penalty: 4901.273438
	Iteration 1F: 3 clusters Score -2327441 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -2327928.000000 Penalty: 4901.273438
	Iteration 2F: 3 clusters Score -2327928 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -2328406.000000 Penalty: 4901.273438
	Iteration 3F: 3 clusters Score -2328406 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -2328926.500000 Penalty: 4901.273438
	Iteration 4F: 3 clusters Score -2328926 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12720 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -2329580.750000 Penalty: 4901.273438
	Iteration 5F: 3 clusters Score -2329581 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2330360.250000 Penalty: 4901.273438
	Iteration 6F: 3 clusters Score -2330360 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -2331223.750000 Penalty: 4901.273438
	Iteration 7F: 3 clusters Score -2331224 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15188 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -2332091.750000 Penalty: 4901.273438
	Iteration 8Q: 3 clusters Score -2332092 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2332928.250000 Penalty: 4901.273438
	Iteration 9Q: 3 clusters Score -2332928 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2333530.500000 Penalty: 4901.273438
	Iteration 10Q: 3 clusters Score -2333530 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2333855.250000 Penalty: 4901.273438
	Iteration 11Q: 3 clusters Score -2333855 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -2334045.750000 Penalty: 4901.273438
	Iteration 12Q: 3 clusters Score -2334046 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2334175.000000 Penalty: 4901.273438
	Iteration 13Q: 3 clusters Score -2334175 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2334281.250000 Penalty: 4901.273438
	Iteration 14Q: 3 clusters Score -2334281 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -2334371.000000 Penalty: 4901.273438
	Iteration 15Q: 3 clusters Score -2334371 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -2334434.250000 Penalty: 4901.273438
	Iteration 16Q: 3 clusters Score -2334434 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -2334480.250000 Penalty: 4901.273438
	Iteration 17Q: 3 clusters Score -2334480 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -2334516.250000 Penalty: 4901.273438
	Iteration 18Q: 3 clusters Score -2334516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -2334539.750000 Penalty: 4901.273438
	Iteration 19Q: 3 clusters Score -2334540 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2334569.500000 Penalty: 4901.273438
	Iteration 20F: 3 clusters Score -2334570 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -2334597.250000 Penalty: 4901.273438
	Iteration 21Q: 3 clusters Score -2334597 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -2334627.000000 Penalty: 4901.273438
	Iteration 22Q: 3 clusters Score -2334627 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -2334655.250000 Penalty: 4901.273438
	Iteration 23Q: 3 clusters Score -2334655 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -2334675.500000 Penalty: 4901.273438
	Iteration 24Q: 3 clusters Score -2334676 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -2334696.750000 Penalty: 4901.273438
	Iteration 25Q: 3 clusters Score -2334697 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2334724.750000 Penalty: 4901.273438
	Iteration 26Q: 3 clusters Score -2334725 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16065 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2334741.000000 Penalty: 4901.273438
	Iteration 27Q: 3 clusters Score -2334741 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2334748.000000 Penalty: 4901.273438
	Iteration 28Q: 3 clusters Score -2334748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2334769.750000 Penalty: 4901.273438
	Iteration 29Q: 3 clusters Score -2334770 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2334790.500000 Penalty: 4901.273438
	Iteration 30Q: 3 clusters Score -2334790 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -2334810.750000 Penalty: 4901.273438
	Iteration 31Q: 3 clusters Score -2334811 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -2334841.750000 Penalty: 4901.273438
	Iteration 32Q: 3 clusters Score -2334842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15742 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2334870.750000 Penalty: 4901.273438
	Iteration 33Q: 3 clusters Score -2334871 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15653 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -2334904.250000 Penalty: 4901.273438
	Iteration 34Q: 3 clusters Score -2334904 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15568 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -2334937.500000 Penalty: 4901.273438
	Iteration 35Q: 3 clusters Score -2334938 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -2334969.500000 Penalty: 4901.273438
	Iteration 36Q: 3 clusters Score -2334970 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2334995.750000 Penalty: 4901.273438
	Iteration 37Q: 3 clusters Score -2334996 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -2335012.500000 Penalty: 4901.273438
	Iteration 38Q: 3 clusters Score -2335012 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15237 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -2335022.750000 Penalty: 4901.273438
	Iteration 39Q: 3 clusters Score -2335023 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -2335041.000000 Penalty: 4901.273438
	Iteration 40F: 3 clusters Score -2335041 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -2335051.500000 Penalty: 4901.273438
	Iteration 41Q: 3 clusters Score -2335052 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -2335060.750000 Penalty: 4901.273438
	Iteration 42Q: 3 clusters Score -2335061 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15031 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -2335075.000000 Penalty: 4901.273438
	Iteration 43Q: 3 clusters Score -2335075 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14988 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2335082.250000 Penalty: 4901.273438
	Iteration 44Q: 3 clusters Score -2335082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -2335098.750000 Penalty: 4901.273438
	Iteration 45Q: 3 clusters Score -2335099 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -2335098.750000 Penalty: 4901.273438
	Iteration 46Q: 3 clusters Score -2335099 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -2335112.500000 Penalty: 4901.273438
	Iteration 47Q: 3 clusters Score -2335112 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2335128.500000 Penalty: 4901.273438
	Iteration 48Q: 3 clusters Score -2335128 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -2335130.000000 Penalty: 4901.273438
	Iteration 49Q: 3 clusters Score -2335130 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -2335133.500000 Penalty: 4901.273438
	Iteration 50Q: 3 clusters Score -2335134 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -2335137.250000 Penalty: 4901.273438
	Iteration 51Q: 3 clusters Score -2335137 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -2335138.000000 Penalty: 4901.273438
	Iteration 52Q: 3 clusters Score -2335138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14655 members 
Mstep: Class 2 contains 4912 members 
Entering Unmasked Estep 
Score: -2335135.750000 Penalty: 4901.273438
	Iteration 53Q: 3 clusters Score -2335136 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -2335143.500000 Penalty: 4901.273438
	Iteration 54Q: 3 clusters Score -2335144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -2335152.250000 Penalty: 4901.273438
	Iteration 55Q: 3 clusters Score -2335152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2335147.750000 Penalty: 4901.273438
	Iteration 56Q: 3 clusters Score -2335148 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -2335152.750000 Penalty: 4901.273438
	Iteration 57Q: 3 clusters Score -2335153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -2335153.500000 Penalty: 4901.273438
	Iteration 58Q: 3 clusters Score -2335154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2335153.500000 Penalty: 4901.273438
	Iteration 59Q: 3 clusters Score -2335154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -2335159.750000 Penalty: 4901.273438
	Iteration 60F: 3 clusters Score -2335160 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2335151.000000 Penalty: 4901.273438
	Iteration 61Q: 3 clusters Score -2335151 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14486 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2335158.750000 Penalty: 4901.273438
	Iteration 62Q: 3 clusters Score -2335159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -2335159.500000 Penalty: 4901.273438
	Iteration 63Q: 3 clusters Score -2335160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2335162.250000 Penalty: 4901.273438
	Iteration 64Q: 3 clusters Score -2335162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -2335168.250000 Penalty: 4901.273438
	Iteration 65Q: 3 clusters Score -2335168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -2335172.000000 Penalty: 4901.273438
	Iteration 66Q: 3 clusters Score -2335172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -2335174.500000 Penalty: 4901.273438
	Iteration 67Q: 3 clusters Score -2335174 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -2335178.000000 Penalty: 4901.273438
	Iteration 68Q: 3 clusters Score -2335178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14355 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -2335178.500000 Penalty: 4901.273438
	Iteration 69Q: 3 clusters Score -2335178 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -2335179.750000 Penalty: 4901.273438
	Iteration 70Q: 3 clusters Score -2335180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -2335178.000000 Penalty: 4901.273438
	Iteration 71Q: 3 clusters Score -2335178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -2335185.750000 Penalty: 4901.273438
	Iteration 72Q: 3 clusters Score -2335186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -2335190.250000 Penalty: 4901.273438
	Iteration 73Q: 3 clusters Score -2335190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14270 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -2335187.000000 Penalty: 4901.273438
	Iteration 74Q: 3 clusters Score -2335187 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -2335199.000000 Penalty: 4901.273438
	Iteration 75Q: 3 clusters Score -2335199 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2335209.000000 Penalty: 4901.273438
	Iteration 76Q: 3 clusters Score -2335209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2335218.250000 Penalty: 4901.273438
	Iteration 77Q: 3 clusters Score -2335218 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -2335221.500000 Penalty: 4901.273438
	Iteration 78Q: 3 clusters Score -2335222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2335224.500000 Penalty: 4901.273438
	Iteration 79Q: 3 clusters Score -2335224 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -2335230.250000 Penalty: 4901.273438
	Iteration 80F: 3 clusters Score -2335230 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -2335228.000000 Penalty: 4901.273438
	Iteration 81Q: 3 clusters Score -2335228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2335229.750000 Penalty: 4901.273438
	Iteration 82Q: 3 clusters Score -2335230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14042 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2335232.500000 Penalty: 4901.273438
	Iteration 83Q: 3 clusters Score -2335232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -2335238.000000 Penalty: 4901.273438
	Iteration 84Q: 3 clusters Score -2335238 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14008 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2335236.500000 Penalty: 4901.273438
	Iteration 85Q: 3 clusters Score -2335236 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2335240.500000 Penalty: 4901.273438
	Iteration 86Q: 3 clusters Score -2335240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -2335240.750000 Penalty: 4901.273438
	Iteration 87Q: 3 clusters Score -2335241 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -2335245.750000 Penalty: 4901.273438
	Iteration 88Q: 3 clusters Score -2335246 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2335244.750000 Penalty: 4901.273438
	Iteration 89Q: 3 clusters Score -2335245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -2335248.000000 Penalty: 4901.273438
	Iteration 90Q: 3 clusters Score -2335248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2335245.250000 Penalty: 4901.273438
	Iteration 91Q: 3 clusters Score -2335245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2335246.250000 Penalty: 4901.273438
	Iteration 92Q: 3 clusters Score -2335246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2335245.000000 Penalty: 4901.273438
	Iteration 93Q: 3 clusters Score -2335245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13896 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -2335242.250000 Penalty: 4901.273438
	Iteration 94Q: 3 clusters Score -2335242 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13887 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -2335242.250000 Penalty: 4901.273438
	Iteration 95Q: 3 clusters Score -2335242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2335242.000000 Penalty: 4901.273438
	Iteration 96Q: 3 clusters Score -2335242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2335239.500000 Penalty: 4901.273438
	Iteration 97Q: 3 clusters Score -2335240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2335245.250000 Penalty: 4901.273438
	Iteration 98Q: 3 clusters Score -2335245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2335248.250000 Penalty: 4901.273438
	Iteration 99Q: 3 clusters Score -2335248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2335248.250000 Penalty: 4901.273438
	Iteration 100F: 3 clusters Score -2335248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -46609.859375 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -46609.86 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 208 members 
Entering Unmasked Estep 
Score: -45141.074219 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -45141.07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -45284.457031 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -45284.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -45316.515625 Penalty: 3023.529053
	Iteration 2Q: 3 clusters Score -45316.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -45327.851562 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -45327.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45333.093750 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -45333.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45336.394531 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -45336.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -45336.394531 Penalty: 3023.529053
	Iteration 6F: 3 clusters Score -45336.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19702 members 
Mstep: Class 4 contains 211743 members 
Mstep: Class 5 contains 164363 members 
Mstep: Class 6 contains 221403 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 8945 members 
Mstep: Class 10 contains 37775 members 
Mstep: Class 11 contains 35364 members 
Mstep: Class 12 contains 55255 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77687 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 190381 members 
Mstep: Class 19 contains 66928 members 
Mstep: Class 20 contains 12446 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 199490 members 
Mstep: Class 23 contains 24074 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6769 members 
Mstep: Class 27 contains 19567 members 
Mstep: Class 28 contains 444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442688.000000 Penalty: 101876.304688
Iteration 159Q: 30 clusters Score -1.614427e+08 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19706 members 
Mstep: Class 4 contains 211466 members 
Mstep: Class 5 contains 163846 members 
Mstep: Class 6 contains 220779 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 8944 members 
Mstep: Class 10 contains 37672 members 
Mstep: Class 11 contains 35364 members 
Mstep: Class 12 contains 55233 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77779 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 11512 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 191994 members 
Mstep: Class 19 contains 66806 members 
Mstep: Class 20 contains 12440 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 199134 members 
Mstep: Class 23 contains 24075 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6792 members 
Mstep: Class 27 contains 19865 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 5747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161443408.000000 Penalty: 101876.304688
Iteration 160F: 30 clusters Score -1.614434e+08 nChanged 6298
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19665 members 
Mstep: Class 4 contains 211026 members 
Mstep: Class 5 contains 163443 members 
Mstep: Class 6 contains 220149 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 8942 members 
Mstep: Class 10 contains 37557 members 
Mstep: Class 11 contains 35367 members 
Mstep: Class 12 contains 55158 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77856 members 
Mstep: Class 15 contains 19683 members 
Mstep: Class 16 contains 11513 members 
Mstep: Class 17 contains 8946 members 
Mstep: Class 18 contains 193557 members 
Mstep: Class 19 contains 66657 members 
Mstep: Class 20 contains 12436 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 198810 members 
Mstep: Class 23 contains 24077 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6789 members 
Mstep: Class 27 contains 20104 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 6046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444784.000000 Penalty: 101876.304688
Iteration 161Q: 30 clusters Score -1.614448e+08 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19628 members 
Mstep: Class 4 contains 210526 members 
Mstep: Class 5 contains 163141 members 
Mstep: Class 6 contains 219516 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 8941 members 
Mstep: Class 10 contains 37464 members 
Mstep: Class 11 contains 35372 members 
Mstep: Class 12 contains 55101 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 77940 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 11513 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 195125 members 
Mstep: Class 19 contains 66510 members 
Mstep: Class 20 contains 12436 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 198392 members 
Mstep: Class 23 contains 24080 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6813 members 
Mstep: Class 27 contains 20332 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 6319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444864.000000 Penalty: 101876.304688
Iteration 162Q: 30 clusters Score -1.614449e+08 nChanged 5432
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19597 members 
Mstep: Class 4 contains 210114 members 
Mstep: Class 5 contains 162927 members 
Mstep: Class 6 contains 218877 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 10 contains 37401 members 
Mstep: Class 11 contains 35382 members 
Mstep: Class 12 contains 55031 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 78022 members 
Mstep: Class 15 contains 19700 members 
Mstep: Class 16 contains 11514 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 196478 members 
Mstep: Class 19 contains 66364 members 
Mstep: Class 20 contains 12435 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197983 members 
Mstep: Class 23 contains 24080 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6823 members 
Mstep: Class 27 contains 20515 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 6664 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445264.000000 Penalty: 101876.304688
Iteration 163Q: 30 clusters Score -1.614453e+08 nChanged 5353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19547 members 
Mstep: Class 4 contains 209636 members 
Mstep: Class 5 contains 162729 members 
Mstep: Class 6 contains 218280 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 10 contains 37344 members 
Mstep: Class 11 contains 35393 members 
Mstep: Class 12 contains 54916 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 78089 members 
Mstep: Class 15 contains 19715 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 8943 members 
Mstep: Class 18 contains 197772 members 
Mstep: Class 19 contains 66219 members 
Mstep: Class 20 contains 12434 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197707 members 
Mstep: Class 23 contains 24080 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6838 members 
Mstep: Class 27 contains 20688 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 6996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445184.000000 Penalty: 101876.304688
Iteration 164Q: 30 clusters Score -1.614452e+08 nChanged 5216
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19495 members 
Mstep: Class 4 contains 209211 members 
Mstep: Class 5 contains 162527 members 
Mstep: Class 6 contains 217759 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 37280 members 
Mstep: Class 11 contains 35403 members 
Mstep: Class 12 contains 54807 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 78168 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 8945 members 
Mstep: Class 18 contains 199054 members 
Mstep: Class 19 contains 66075 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197294 members 
Mstep: Class 23 contains 24086 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6860 members 
Mstep: Class 27 contains 20883 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 7328 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445840.000000 Penalty: 101876.304688
Iteration 165Q: 30 clusters Score -1.614458e+08 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19456 members 
Mstep: Class 4 contains 208771 members 
Mstep: Class 5 contains 162362 members 
Mstep: Class 6 contains 217178 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 37214 members 
Mstep: Class 11 contains 35406 members 
Mstep: Class 12 contains 54697 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 78246 members 
Mstep: Class 15 contains 19733 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 8946 members 
Mstep: Class 18 contains 200314 members 
Mstep: Class 19 contains 65924 members 
Mstep: Class 20 contains 12428 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196957 members 
Mstep: Class 23 contains 24083 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6878 members 
Mstep: Class 27 contains 21056 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 7681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446464.000000 Penalty: 101876.304688
Iteration 166Q: 30 clusters Score -1.614465e+08 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19434 members 
Mstep: Class 4 contains 208321 members 
Mstep: Class 5 contains 162247 members 
Mstep: Class 6 contains 216632 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 37171 members 
Mstep: Class 11 contains 35407 members 
Mstep: Class 12 contains 54591 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 78350 members 
Mstep: Class 15 contains 19745 members 
Mstep: Class 16 contains 11515 members 
Mstep: Class 17 contains 8946 members 
Mstep: Class 18 contains 201363 members 
Mstep: Class 19 contains 65721 members 
Mstep: Class 20 contains 12423 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196708 members 
Mstep: Class 23 contains 24084 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6883 members 
Mstep: Class 27 contains 21240 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 8063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446880.000000 Penalty: 101876.304688
Iteration 167Q: 30 clusters Score -1.614469e+08 nChanged 5391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19408 members 
Mstep: Class 4 contains 207819 members 
Mstep: Class 5 contains 162110 members 
Mstep: Class 6 contains 216094 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 10 contains 37157 members 
Mstep: Class 11 contains 35410 members 
Mstep: Class 12 contains 54501 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 78469 members 
Mstep: Class 15 contains 19757 members 
Mstep: Class 16 contains 11516 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 202324 members 
Mstep: Class 19 contains 65548 members 
Mstep: Class 20 contains 12424 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196562 members 
Mstep: Class 23 contains 24087 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6898 members 
Mstep: Class 27 contains 21382 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 8430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447248.000000 Penalty: 101876.304688
Iteration 168Q: 30 clusters Score -1.614472e+08 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19384 members 
Mstep: Class 4 contains 207299 members 
Mstep: Class 5 contains 161951 members 
Mstep: Class 6 contains 215631 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 10 contains 37131 members 
Mstep: Class 11 contains 35412 members 
Mstep: Class 12 contains 54425 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 78591 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 11517 members 
Mstep: Class 17 contains 8948 members 
Mstep: Class 18 contains 203111 members 
Mstep: Class 19 contains 65386 members 
Mstep: Class 20 contains 12419 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196556 members 
Mstep: Class 23 contains 24083 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6928 members 
Mstep: Class 27 contains 21513 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 8796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447712.000000 Penalty: 101876.304688
Iteration 169Q: 30 clusters Score -1.614477e+08 nChanged 5039
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19369 members 
Mstep: Class 4 contains 206872 members 
Mstep: Class 5 contains 161777 members 
Mstep: Class 6 contains 215240 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 8933 members 
Mstep: Class 10 contains 37102 members 
Mstep: Class 11 contains 35417 members 
Mstep: Class 12 contains 54355 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 78702 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 11518 members 
Mstep: Class 17 contains 8950 members 
Mstep: Class 18 contains 203738 members 
Mstep: Class 19 contains 65236 members 
Mstep: Class 20 contains 12418 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196592 members 
Mstep: Class 23 contains 24081 members 
Mstep: Class 24 contains 2239 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6950 members 
Mstep: Class 27 contains 21612 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 9145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447520.000000 Penalty: 101876.304688
Iteration 170Q: 30 clusters Score -1.614475e+08 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19363 members 
Mstep: Class 4 contains 206508 members 
Mstep: Class 5 contains 161605 members 
Mstep: Class 6 contains 214897 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 8929 members 
Mstep: Class 10 contains 37069 members 
Mstep: Class 11 contains 35420 members 
Mstep: Class 12 contains 54303 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 78828 members 
Mstep: Class 15 contains 19772 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 8949 members 
Mstep: Class 18 contains 204274 members 
Mstep: Class 19 contains 65092 members 
Mstep: Class 20 contains 12415 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196602 members 
Mstep: Class 23 contains 24080 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6966 members 
Mstep: Class 27 contains 21740 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 9446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448224.000000 Penalty: 101876.304688
Iteration 171Q: 30 clusters Score -1.614482e+08 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19348 members 
Mstep: Class 4 contains 206167 members 
Mstep: Class 5 contains 161528 members 
Mstep: Class 6 contains 214588 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 8924 members 
Mstep: Class 10 contains 37048 members 
Mstep: Class 11 contains 35429 members 
Mstep: Class 12 contains 54248 members 
Mstep: Class 13 contains 2069 members 
Mstep: Class 14 contains 78936 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 8947 members 
Mstep: Class 18 contains 204685 members 
Mstep: Class 19 contains 64964 members 
Mstep: Class 20 contains 12416 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196648 members 
Mstep: Class 23 contains 24079 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 6983 members 
Mstep: Class 27 contains 21837 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 9709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448992.000000 Penalty: 101876.304688
Iteration 172Q: 30 clusters Score -1.61449e+08 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19327 members 
Mstep: Class 4 contains 205836 members 
Mstep: Class 5 contains 161471 members 
Mstep: Class 6 contains 214305 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 8923 members 
Mstep: Class 10 contains 37012 members 
Mstep: Class 11 contains 35430 members 
Mstep: Class 12 contains 54199 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 79063 members 
Mstep: Class 15 contains 19787 members 
Mstep: Class 16 contains 11520 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 205030 members 
Mstep: Class 19 contains 64865 members 
Mstep: Class 20 contains 12419 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196677 members 
Mstep: Class 23 contains 24079 members 
Mstep: Class 24 contains 2238 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7003 members 
Mstep: Class 27 contains 21945 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 9948 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449824.000000 Penalty: 101876.304688
Iteration 173Q: 30 clusters Score -1.614498e+08 nChanged 4391
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19305 members 
Mstep: Class 4 contains 205530 members 
Mstep: Class 5 contains 161378 members 
Mstep: Class 6 contains 214092 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 8923 members 
Mstep: Class 10 contains 37006 members 
Mstep: Class 11 contains 35428 members 
Mstep: Class 12 contains 54173 members 
Mstep: Class 13 contains 2068 members 
Mstep: Class 14 contains 79200 members 
Mstep: Class 15 contains 19794 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 8944 members 
Mstep: Class 18 contains 205202 members 
Mstep: Class 19 contains 64757 members 
Mstep: Class 20 contains 12424 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196809 members 
Mstep: Class 23 contains 24080 members 
Mstep: Class 24 contains 2238 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7018 members 
Mstep: Class 27 contains 22033 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 10169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449888.000000 Penalty: 101876.304688
Iteration 174Q: 30 clusters Score -1.614499e+08 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19287 members 
Mstep: Class 4 contains 205321 members 
Mstep: Class 5 contains 161298 members 
Mstep: Class 6 contains 213937 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 8926 members 
Mstep: Class 10 contains 37006 members 
Mstep: Class 11 contains 35425 members 
Mstep: Class 12 contains 54154 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 79335 members 
Mstep: Class 15 contains 19799 members 
Mstep: Class 16 contains 11521 members 
Mstep: Class 17 contains 8942 members 
Mstep: Class 18 contains 205204 members 
Mstep: Class 19 contains 64678 members 
Mstep: Class 20 contains 12426 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196918 members 
Mstep: Class 23 contains 24081 members 
Mstep: Class 24 contains 2238 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7038 members 
Mstep: Class 27 contains 22117 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 10376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449984.000000 Penalty: 101876.304688
Iteration 175Q: 30 clusters Score -1.6145e+08 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19276 members 
Mstep: Class 4 contains 205184 members 
Mstep: Class 5 contains 161187 members 
Mstep: Class 6 contains 213827 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 8925 members 
Mstep: Class 10 contains 37006 members 
Mstep: Class 11 contains 35421 members 
Mstep: Class 12 contains 54146 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 79471 members 
Mstep: Class 15 contains 19811 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 205126 members 
Mstep: Class 19 contains 64583 members 
Mstep: Class 20 contains 12428 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197045 members 
Mstep: Class 23 contains 24083 members 
Mstep: Class 24 contains 2239 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7057 members 
Mstep: Class 27 contains 22198 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 10544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449936.000000 Penalty: 101876.304688
Iteration 176Q: 30 clusters Score -1.614499e+08 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19253 members 
Mstep: Class 4 contains 205112 members 
Mstep: Class 5 contains 161112 members 
Mstep: Class 6 contains 213778 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 8923 members 
Mstep: Class 10 contains 37005 members 
Mstep: Class 11 contains 35422 members 
Mstep: Class 12 contains 54130 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 79599 members 
Mstep: Class 15 contains 19819 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 204991 members 
Mstep: Class 19 contains 64480 members 
Mstep: Class 20 contains 12426 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197149 members 
Mstep: Class 23 contains 24080 members 
Mstep: Class 24 contains 2239 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7089 members 
Mstep: Class 27 contains 22258 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 10689 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449792.000000 Penalty: 101876.304688
Iteration 177Q: 30 clusters Score -1.614498e+08 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19215 members 
Mstep: Class 4 contains 205068 members 
Mstep: Class 5 contains 161042 members 
Mstep: Class 6 contains 213781 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 8923 members 
Mstep: Class 10 contains 37007 members 
Mstep: Class 11 contains 35413 members 
Mstep: Class 12 contains 54124 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 79734 members 
Mstep: Class 15 contains 19827 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 204888 members 
Mstep: Class 19 contains 64355 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197192 members 
Mstep: Class 23 contains 24082 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7103 members 
Mstep: Class 27 contains 22311 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 10825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449600.000000 Penalty: 101876.304688
Iteration 178Q: 30 clusters Score -1.614496e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19172 members 
Mstep: Class 4 contains 205037 members 
Mstep: Class 5 contains 160932 members 
Mstep: Class 6 contains 213851 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 8922 members 
Mstep: Class 10 contains 36994 members 
Mstep: Class 11 contains 35412 members 
Mstep: Class 12 contains 54133 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 79848 members 
Mstep: Class 15 contains 19843 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 204740 members 
Mstep: Class 19 contains 64221 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197271 members 
Mstep: Class 23 contains 24083 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7125 members 
Mstep: Class 27 contains 22366 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 10933 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450176.000000 Penalty: 101876.304688
Iteration 179Q: 30 clusters Score -1.614502e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19139 members 
Mstep: Class 4 contains 205026 members 
Mstep: Class 5 contains 160832 members 
Mstep: Class 6 contains 213930 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 8926 members 
Mstep: Class 10 contains 36982 members 
Mstep: Class 11 contains 35419 members 
Mstep: Class 12 contains 54128 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 79970 members 
Mstep: Class 15 contains 19860 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8939 members 
Mstep: Class 18 contains 204595 members 
Mstep: Class 19 contains 64094 members 
Mstep: Class 20 contains 12430 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197322 members 
Mstep: Class 23 contains 24085 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7139 members 
Mstep: Class 27 contains 22398 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 11038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450416.000000 Penalty: 101876.304688
Iteration 180F: 30 clusters Score -1.614504e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19119 members 
Mstep: Class 4 contains 204903 members 
Mstep: Class 5 contains 160755 members 
Mstep: Class 6 contains 214014 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 8928 members 
Mstep: Class 10 contains 36929 members 
Mstep: Class 11 contains 35415 members 
Mstep: Class 12 contains 54122 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 80107 members 
Mstep: Class 15 contains 19868 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 204397 members 
Mstep: Class 19 contains 63973 members 
Mstep: Class 20 contains 12432 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197391 members 
Mstep: Class 23 contains 24087 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7158 members 
Mstep: Class 27 contains 22436 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 11284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450544.000000 Penalty: 101876.304688
Iteration 181Q: 30 clusters Score -1.614505e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19106 members 
Mstep: Class 4 contains 204750 members 
Mstep: Class 5 contains 160661 members 
Mstep: Class 6 contains 214142 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 8928 members 
Mstep: Class 10 contains 36872 members 
Mstep: Class 11 contains 35417 members 
Mstep: Class 12 contains 54114 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 80230 members 
Mstep: Class 15 contains 19881 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 204246 members 
Mstep: Class 19 contains 63878 members 
Mstep: Class 20 contains 12430 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197422 members 
Mstep: Class 23 contains 24090 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7172 members 
Mstep: Class 27 contains 22463 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 11515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450976.000000 Penalty: 101876.304688
Iteration 182Q: 30 clusters Score -1.61451e+08 nChanged 3176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19095 members 
Mstep: Class 4 contains 204620 members 
Mstep: Class 5 contains 160517 members 
Mstep: Class 6 contains 214289 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 8929 members 
Mstep: Class 10 contains 36851 members 
Mstep: Class 11 contains 35417 members 
Mstep: Class 12 contains 54099 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 80357 members 
Mstep: Class 15 contains 19895 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8931 members 
Mstep: Class 18 contains 204091 members 
Mstep: Class 19 contains 63775 members 
Mstep: Class 20 contains 12435 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197464 members 
Mstep: Class 23 contains 24093 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7180 members 
Mstep: Class 27 contains 22475 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 11737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451072.000000 Penalty: 101876.304688
Iteration 183Q: 30 clusters Score -1.614511e+08 nChanged 3146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19074 members 
Mstep: Class 4 contains 204507 members 
Mstep: Class 5 contains 160391 members 
Mstep: Class 6 contains 214418 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 8932 members 
Mstep: Class 10 contains 36822 members 
Mstep: Class 11 contains 35419 members 
Mstep: Class 12 contains 54074 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 80479 members 
Mstep: Class 15 contains 19900 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8929 members 
Mstep: Class 18 contains 203938 members 
Mstep: Class 19 contains 63665 members 
Mstep: Class 20 contains 12433 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197544 members 
Mstep: Class 23 contains 24092 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7193 members 
Mstep: Class 27 contains 22489 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 11956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451600.000000 Penalty: 101876.304688
Iteration 184Q: 30 clusters Score -1.614516e+08 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19049 members 
Mstep: Class 4 contains 204456 members 
Mstep: Class 5 contains 160261 members 
Mstep: Class 6 contains 214584 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 8934 members 
Mstep: Class 10 contains 36795 members 
Mstep: Class 11 contains 35410 members 
Mstep: Class 12 contains 54059 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 80604 members 
Mstep: Class 15 contains 19908 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8929 members 
Mstep: Class 18 contains 203716 members 
Mstep: Class 19 contains 63550 members 
Mstep: Class 20 contains 12430 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197603 members 
Mstep: Class 23 contains 24095 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7217 members 
Mstep: Class 27 contains 22526 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 12129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451760.000000 Penalty: 101876.304688
Iteration 185Q: 30 clusters Score -1.614518e+08 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19033 members 
Mstep: Class 4 contains 204439 members 
Mstep: Class 5 contains 160150 members 
Mstep: Class 6 contains 214764 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 2638 members 
Mstep: Class 9 contains 8933 members 
Mstep: Class 10 contains 36764 members 
Mstep: Class 11 contains 35411 members 
Mstep: Class 12 contains 54062 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 80741 members 
Mstep: Class 15 contains 19916 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 203507 members 
Mstep: Class 19 contains 63442 members 
Mstep: Class 20 contains 12427 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197562 members 
Mstep: Class 23 contains 24093 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7225 members 
Mstep: Class 27 contains 22563 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 12294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452000.000000 Penalty: 101876.304688
Iteration 186Q: 30 clusters Score -1.61452e+08 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 19008 members 
Mstep: Class 4 contains 204431 members 
Mstep: Class 5 contains 160055 members 
Mstep: Class 6 contains 214956 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 8933 members 
Mstep: Class 10 contains 36725 members 
Mstep: Class 11 contains 35410 members 
Mstep: Class 12 contains 54077 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 80877 members 
Mstep: Class 15 contains 19920 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8936 members 
Mstep: Class 18 contains 203299 members 
Mstep: Class 19 contains 63306 members 
Mstep: Class 20 contains 12424 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197538 members 
Mstep: Class 23 contains 24095 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7235 members 
Mstep: Class 27 contains 22596 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 12435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452608.000000 Penalty: 101876.304688
Iteration 187Q: 30 clusters Score -1.614526e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 18991 members 
Mstep: Class 4 contains 204427 members 
Mstep: Class 5 contains 160013 members 
Mstep: Class 6 contains 215104 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 8931 members 
Mstep: Class 10 contains 36691 members 
Mstep: Class 11 contains 35408 members 
Mstep: Class 12 contains 54076 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 81022 members 
Mstep: Class 15 contains 19923 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 8938 members 
Mstep: Class 18 contains 203103 members 
Mstep: Class 19 contains 63181 members 
Mstep: Class 20 contains 12423 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197510 members 
Mstep: Class 23 contains 24095 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7247 members 
Mstep: Class 27 contains 22627 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 12545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453136.000000 Penalty: 101876.304688
Iteration 188Q: 30 clusters Score -1.614531e+08 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 18984 members 
Mstep: Class 4 contains 204401 members 
Mstep: Class 5 contains 159986 members 
Mstep: Class 6 contains 215240 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 8930 members 
Mstep: Class 10 contains 36662 members 
Mstep: Class 11 contains 35403 members 
Mstep: Class 12 contains 54075 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 81197 members 
Mstep: Class 15 contains 19923 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 8941 members 
Mstep: Class 18 contains 202901 members 
Mstep: Class 19 contains 63081 members 
Mstep: Class 20 contains 12422 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197449 members 
Mstep: Class 23 contains 24096 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7264 members 
Mstep: Class 27 contains 22645 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 12658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453104.000000 Penalty: 101876.304688
Iteration 189Q: 30 clusters Score -1.614531e+08 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 1238 members 
Mstep: Class 3 contains 18978 members 
Mstep: Class 4 contains 204393 members 
Mstep: Class 5 contains 159925 members 
Mstep: Class 6 contains 215368 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 8932 members 
Mstep: Class 10 contains 36631 members 
Mstep: Class 11 contains 35395 members 
Mstep: Class 12 contains 54056 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 81367 members 
Mstep: Class 15 contains 19927 members 
Mstep: Class 16 contains 11524 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 202739 members 
Mstep: Class 19 contains 62987 members 
Mstep: Class 20 contains 12422 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197394 members 
Mstep: Class 23 contains 24090 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7294 members 
Mstep: Class 27 contains 22666 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 12758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453072.000000 Penalty: 101876.304688
Iteration 190Q: 30 clusters Score -1.614531e+08 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 1239 members 
Mstep: Class 3 contains 18959 members 
Mstep: Class 4 contains 204353 members 
Mstep: Class 5 contains 159880 members 
Mstep: Class 6 contains 215565 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 10 contains 36616 members 
Mstep: Class 11 contains 35395 members 
Mstep: Class 12 contains 54038 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 81510 members 
Mstep: Class 15 contains 19934 members 
Mstep: Class 16 contains 11523 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 202592 members 
Mstep: Class 19 contains 62905 members 
Mstep: Class 20 contains 12421 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197275 members 
Mstep: Class 23 contains 24090 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7314 members 
Mstep: Class 27 contains 22700 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 12835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453024.000000 Penalty: 101876.304688
Iteration 191Q: 30 clusters Score -1.61453e+08 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 18936 members 
Mstep: Class 4 contains 204314 members 
Mstep: Class 5 contains 159917 members 
Mstep: Class 6 contains 215796 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 36600 members 
Mstep: Class 11 contains 35396 members 
Mstep: Class 12 contains 54007 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 81636 members 
Mstep: Class 15 contains 19930 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 202434 members 
Mstep: Class 19 contains 62821 members 
Mstep: Class 20 contains 12423 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 197108 members 
Mstep: Class 23 contains 24093 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7326 members 
Mstep: Class 27 contains 22738 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 12898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453376.000000 Penalty: 101876.304688
Iteration 192Q: 30 clusters Score -1.614534e+08 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 18913 members 
Mstep: Class 4 contains 204269 members 
Mstep: Class 5 contains 159959 members 
Mstep: Class 6 contains 216069 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 36569 members 
Mstep: Class 11 contains 35394 members 
Mstep: Class 12 contains 53989 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 81771 members 
Mstep: Class 15 contains 19932 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 202267 members 
Mstep: Class 19 contains 62751 members 
Mstep: Class 20 contains 12418 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196899 members 
Mstep: Class 23 contains 24090 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7349 members 
Mstep: Class 27 contains 22761 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 12969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453168.000000 Penalty: 101876.304688
Iteration 193Q: 30 clusters Score -1.614532e+08 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 18898 members 
Mstep: Class 4 contains 204222 members 
Mstep: Class 5 contains 159950 members 
Mstep: Class 6 contains 216339 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 2645 members 
Mstep: Class 9 contains 8938 members 
Mstep: Class 10 contains 36542 members 
Mstep: Class 11 contains 35393 members 
Mstep: Class 12 contains 53968 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 81901 members 
Mstep: Class 15 contains 19935 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 8935 members 
Mstep: Class 18 contains 202129 members 
Mstep: Class 19 contains 62663 members 
Mstep: Class 20 contains 12421 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196741 members 
Mstep: Class 23 contains 24095 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7364 members 
Mstep: Class 27 contains 22774 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 13035 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453872.000000 Penalty: 101876.304688
Iteration 194Q: 30 clusters Score -1.614539e+08 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 18886 members 
Mstep: Class 4 contains 204171 members 
Mstep: Class 5 contains 159924 members 
Mstep: Class 6 contains 216631 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 8938 members 
Mstep: Class 10 contains 36520 members 
Mstep: Class 11 contains 35389 members 
Mstep: Class 12 contains 53945 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 82029 members 
Mstep: Class 15 contains 19935 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 8937 members 
Mstep: Class 18 contains 201963 members 
Mstep: Class 19 contains 62568 members 
Mstep: Class 20 contains 12421 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196618 members 
Mstep: Class 23 contains 24096 members 
Mstep: Class 24 contains 2228 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7373 members 
Mstep: Class 27 contains 22786 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 13104 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454080.000000 Penalty: 101876.304688
Iteration 195Q: 30 clusters Score -1.614541e+08 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 18868 members 
Mstep: Class 4 contains 204142 members 
Mstep: Class 5 contains 159911 members 
Mstep: Class 6 contains 216912 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 2647 members 
Mstep: Class 9 contains 8938 members 
Mstep: Class 10 contains 36504 members 
Mstep: Class 11 contains 35389 members 
Mstep: Class 12 contains 53919 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 82177 members 
Mstep: Class 15 contains 19938 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 8940 members 
Mstep: Class 18 contains 201801 members 
Mstep: Class 19 contains 62472 members 
Mstep: Class 20 contains 12419 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196457 members 
Mstep: Class 23 contains 24099 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7382 members 
Mstep: Class 27 contains 22802 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 13160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453840.000000 Penalty: 101876.304688
Iteration 196Q: 30 clusters Score -1.614538e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 18857 members 
Mstep: Class 4 contains 204145 members 
Mstep: Class 5 contains 159868 members 
Mstep: Class 6 contains 217151 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 36500 members 
Mstep: Class 11 contains 35392 members 
Mstep: Class 12 contains 53901 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 82312 members 
Mstep: Class 15 contains 19940 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 201649 members 
Mstep: Class 19 contains 62395 members 
Mstep: Class 20 contains 12418 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196309 members 
Mstep: Class 23 contains 24099 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7389 members 
Mstep: Class 27 contains 22817 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 13209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454352.000000 Penalty: 101876.304688
Iteration 197Q: 30 clusters Score -1.614544e+08 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 1240 members 
Mstep: Class 3 contains 18846 members 
Mstep: Class 4 contains 204111 members 
Mstep: Class 5 contains 159787 members 
Mstep: Class 6 contains 217342 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 36491 members 
Mstep: Class 11 contains 35392 members 
Mstep: Class 12 contains 53891 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 82453 members 
Mstep: Class 15 contains 19940 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 8934 members 
Mstep: Class 18 contains 201553 members 
Mstep: Class 19 contains 62323 members 
Mstep: Class 20 contains 12415 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196254 members 
Mstep: Class 23 contains 24100 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7396 members 
Mstep: Class 27 contains 22819 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 13239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454320.000000 Penalty: 101876.304688
Iteration 198Q: 30 clusters Score -1.614543e+08 nChanged 2446
Entering ConstructFrom: 
Score: -161454320.000000 Penalty: 101876.304688
Entering ConstructFrom: 
Trying to split cluster 1 (7905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Entering Unmasked Estep 
Score: -879955.437500 Penalty: 2225.862305
	Iteration 0F: 2 clusters Score -879955.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -873572.875000 Penalty: 4451.724609
	Iteration 0F: 3 clusters Score -873572.9 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -875307.562500 Penalty: 4451.724609
	Iteration 1F: 3 clusters Score -875307.6 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -875585.000000 Penalty: 4451.724609
	Iteration 2F: 3 clusters Score -875585 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -875855.937500 Penalty: 4451.724609
	Iteration 3F: 3 clusters Score -875855.9 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -876153.437500 Penalty: 4451.724609
	Iteration 4F: 3 clusters Score -876153.4 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -876493.125000 Penalty: 4451.724609
	Iteration 5F: 3 clusters Score -876493.1 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -876833.500000 Penalty: 4451.724609
	Iteration 6F: 3 clusters Score -876833.5 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -877217.062500 Penalty: 4451.724609
	Iteration 7F: 3 clusters Score -877217.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -877586.187500 Penalty: 4451.724609
	Iteration 8F: 3 clusters Score -877586.2 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -877896.062500 Penalty: 4451.724609
	Iteration 9F: 3 clusters Score -877896.1 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -878112.125000 Penalty: 4451.724609
	Iteration 10Q: 3 clusters Score -878112.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -878305.250000 Penalty: 4451.724609
	Iteration 11Q: 3 clusters Score -878305.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -878462.375000 Penalty: 4451.724609
	Iteration 12Q: 3 clusters Score -878462.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -878563.375000 Penalty: 4451.724609
	Iteration 13Q: 3 clusters Score -878563.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6580 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -878642.250000 Penalty: 4451.724609
	Iteration 14Q: 3 clusters Score -878642.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -878691.125000 Penalty: 4451.724609
	Iteration 15Q: 3 clusters Score -878691.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -878735.500000 Penalty: 4451.724609
	Iteration 16Q: 3 clusters Score -878735.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -878762.312500 Penalty: 4451.724609
	Iteration 17Q: 3 clusters Score -878762.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -878778.500000 Penalty: 4451.724609
	Iteration 18Q: 3 clusters Score -878778.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -878796.500000 Penalty: 4451.724609
	Iteration 19Q: 3 clusters Score -878796.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -878806.375000 Penalty: 4451.724609
	Iteration 20F: 3 clusters Score -878806.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -878818.875000 Penalty: 4451.724609
	Iteration 21Q: 3 clusters Score -878818.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -878822.187500 Penalty: 4451.724609
	Iteration 22Q: 3 clusters Score -878822.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -878826.750000 Penalty: 4451.724609
	Iteration 23Q: 3 clusters Score -878826.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -878832.000000 Penalty: 4451.724609
	Iteration 24Q: 3 clusters Score -878832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -878837.312500 Penalty: 4451.724609
	Iteration 25Q: 3 clusters Score -878837.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -878836.937500 Penalty: 4451.724609
	Iteration 26Q: 3 clusters Score -878836.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -878841.562500 Penalty: 4451.724609
	Iteration 27Q: 3 clusters Score -878841.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -878842.625000 Penalty: 4451.724609
	Iteration 28Q: 3 clusters Score -878842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -878844.250000 Penalty: 4451.724609
	Iteration 29Q: 3 clusters Score -878844.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -878845.500000 Penalty: 4451.724609
	Iteration 30Q: 3 clusters Score -878845.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -878847.687500 Penalty: 4451.724609
	Iteration 31Q: 3 clusters Score -878847.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -878847.125000 Penalty: 4451.724609
	Iteration 32Q: 3 clusters Score -878847.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -878848.437500 Penalty: 4451.724609
	Iteration 33Q: 3 clusters Score -878848.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -878848.312500 Penalty: 4451.724609
	Iteration 34Q: 3 clusters Score -878848.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -878850.812500 Penalty: 4451.724609
	Iteration 35Q: 3 clusters Score -878850.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -878851.000000 Penalty: 4451.724609
	Iteration 36Q: 3 clusters Score -878851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -878853.437500 Penalty: 4451.724609
	Iteration 37Q: 3 clusters Score -878853.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -878855.000000 Penalty: 4451.724609
	Iteration 38Q: 3 clusters Score -878855 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -878855.000000 Penalty: 4451.724609
	Iteration 39F: 3 clusters Score -878855 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (1240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Entering Unmasked Estep 
Score: -90713.101562 Penalty: 1766.470947
	Iteration 0F: 2 clusters Score -90713.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -88650.812500 Penalty: 3532.941895
	Iteration 0F: 3 clusters Score -88650.81 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -89201.406250 Penalty: 3532.941895
	Iteration 1F: 3 clusters Score -89201.41 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -89681.765625 Penalty: 3532.941895
	Iteration 2F: 3 clusters Score -89681.77 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -90430.156250 Penalty: 3532.941895
	Iteration 3F: 3 clusters Score -90430.16 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -90889.812500 Penalty: 3532.941895
	Iteration 4F: 3 clusters Score -90889.81 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -91158.382812 Penalty: 3532.941895
	Iteration 5F: 3 clusters Score -91158.38 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -91329.562500 Penalty: 3532.941895
	Iteration 6Q: 3 clusters Score -91329.56 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -91430.304688 Penalty: 3532.941895
	Iteration 7Q: 3 clusters Score -91430.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -91463.585938 Penalty: 3532.941895
	Iteration 8Q: 3 clusters Score -91463.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -91484.046875 Penalty: 3532.941895
	Iteration 9Q: 3 clusters Score -91484.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -91488.601562 Penalty: 3532.941895
	Iteration 10Q: 3 clusters Score -91488.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -91492.750000 Penalty: 3532.941895
	Iteration 11Q: 3 clusters Score -91492.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -91494.500000 Penalty: 3532.941895
	Iteration 12Q: 3 clusters Score -91494.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -91494.500000 Penalty: 3532.941895
	Iteration 13F: 3 clusters Score -91494.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 18834 members 
Mstep: Class 4 contains 204060 members 
Mstep: Class 5 contains 159730 members 
Mstep: Class 6 contains 217543 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 10 contains 36485 members 
Mstep: Class 11 contains 35390 members 
Mstep: Class 12 contains 53880 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 82592 members 
Mstep: Class 15 contains 19937 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 8933 members 
Mstep: Class 18 contains 201425 members 
Mstep: Class 19 contains 62254 members 
Mstep: Class 20 contains 12417 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196212 members 
Mstep: Class 23 contains 24101 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7405 members 
Mstep: Class 27 contains 22805 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 13280 members 
Mstep: Class 30 contains 871 members 
Entering Unmasked Estep 
Score: -161454512.000000 Penalty: 105389.281250
Splitting cluster 2 changes total score from -161454320.000000 to -161454512.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 3 (18834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Entering Unmasked Estep 
Score: -2080013.875000 Penalty: 2441.167969
	Iteration 0F: 2 clusters Score -2080014 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2066669.375000 Penalty: 4882.335938
	Iteration 0F: 3 clusters Score -2066669 nChanged 8278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2071217.000000 Penalty: 4882.335938
	Iteration 1F: 3 clusters Score -2071217 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -2071709.250000 Penalty: 4882.335938
	Iteration 2F: 3 clusters Score -2071709 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -2072136.250000 Penalty: 4882.335938
	Iteration 3F: 3 clusters Score -2072136 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2072554.875000 Penalty: 4882.335938
	Iteration 4Q: 3 clusters Score -2072555 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -2072884.000000 Penalty: 4882.335938
	Iteration 5Q: 3 clusters Score -2072884 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2073207.750000 Penalty: 4882.335938
	Iteration 6Q: 3 clusters Score -2073208 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2073523.125000 Penalty: 4882.335938
	Iteration 7Q: 3 clusters Score -2073523 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -2073805.625000 Penalty: 4882.335938
	Iteration 8Q: 3 clusters Score -2073806 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -2074052.125000 Penalty: 4882.335938
	Iteration 9Q: 3 clusters Score -2074052 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2074307.375000 Penalty: 4882.335938
	Iteration 10Q: 3 clusters Score -2074307 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -2074564.625000 Penalty: 4882.335938
	Iteration 11Q: 3 clusters Score -2074565 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -2074835.375000 Penalty: 4882.335938
	Iteration 12Q: 3 clusters Score -2074835 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -2075102.250000 Penalty: 4882.335938
	Iteration 13Q: 3 clusters Score -2075102 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -2075368.000000 Penalty: 4882.335938
	Iteration 14Q: 3 clusters Score -2075368 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12378 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2075607.125000 Penalty: 4882.335938
	Iteration 15Q: 3 clusters Score -2075607 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12620 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -2075805.625000 Penalty: 4882.335938
	Iteration 16Q: 3 clusters Score -2075806 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2076029.375000 Penalty: 4882.335938
	Iteration 17Q: 3 clusters Score -2076029 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -2076237.750000 Penalty: 4882.335938
	Iteration 18Q: 3 clusters Score -2076238 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13309 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2076413.000000 Penalty: 4882.335938
	Iteration 19Q: 3 clusters Score -2076413 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -2076557.000000 Penalty: 4882.335938
	Iteration 20F: 3 clusters Score -2076557 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13711 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -2076677.375000 Penalty: 4882.335938
	Iteration 21Q: 3 clusters Score -2076677 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2076778.625000 Penalty: 4882.335938
	Iteration 22Q: 3 clusters Score -2076779 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -2076865.625000 Penalty: 4882.335938
	Iteration 23Q: 3 clusters Score -2076866 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -2076940.250000 Penalty: 4882.335938
	Iteration 24Q: 3 clusters Score -2076940 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14372 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2077003.875000 Penalty: 4882.335938
	Iteration 25Q: 3 clusters Score -2077004 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2077055.250000 Penalty: 4882.335938
	Iteration 26Q: 3 clusters Score -2077055 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -2077114.875000 Penalty: 4882.335938
	Iteration 27Q: 3 clusters Score -2077115 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2077166.250000 Penalty: 4882.335938
	Iteration 28Q: 3 clusters Score -2077166 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -2077212.625000 Penalty: 4882.335938
	Iteration 29Q: 3 clusters Score -2077213 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15009 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2077263.250000 Penalty: 4882.335938
	Iteration 30Q: 3 clusters Score -2077263 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -2077309.375000 Penalty: 4882.335938
	Iteration 31Q: 3 clusters Score -2077309 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -2077359.625000 Penalty: 4882.335938
	Iteration 32Q: 3 clusters Score -2077360 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2077412.750000 Penalty: 4882.335938
	Iteration 33Q: 3 clusters Score -2077413 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15494 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2077460.125000 Penalty: 4882.335938
	Iteration 34Q: 3 clusters Score -2077460 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -2077506.250000 Penalty: 4882.335938
	Iteration 35Q: 3 clusters Score -2077506 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2077548.125000 Penalty: 4882.335938
	Iteration 36Q: 3 clusters Score -2077548 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2077580.125000 Penalty: 4882.335938
	Iteration 37Q: 3 clusters Score -2077580 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2077609.375000 Penalty: 4882.335938
	Iteration 38Q: 3 clusters Score -2077609 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2077643.375000 Penalty: 4882.335938
	Iteration 39Q: 3 clusters Score -2077643 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2077681.750000 Penalty: 4882.335938
	Iteration 40F: 3 clusters Score -2077682 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -2077700.500000 Penalty: 4882.335938
	Iteration 41Q: 3 clusters Score -2077700 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16221 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -2077744.375000 Penalty: 4882.335938
	Iteration 42Q: 3 clusters Score -2077744 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2077772.750000 Penalty: 4882.335938
	Iteration 43Q: 3 clusters Score -2077773 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -2077806.875000 Penalty: 4882.335938
	Iteration 44Q: 3 clusters Score -2077807 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2077838.375000 Penalty: 4882.335938
	Iteration 45Q: 3 clusters Score -2077838 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2077875.750000 Penalty: 4882.335938
	Iteration 46Q: 3 clusters Score -2077876 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -2077907.125000 Penalty: 4882.335938
	Iteration 47Q: 3 clusters Score -2077907 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -2077929.875000 Penalty: 4882.335938
	Iteration 48Q: 3 clusters Score -2077930 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -2077960.375000 Penalty: 4882.335938
	Iteration 49Q: 3 clusters Score -2077960 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2077983.875000 Penalty: 4882.335938
	Iteration 50Q: 3 clusters Score -2077984 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16825 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2078015.625000 Penalty: 4882.335938
	Iteration 51Q: 3 clusters Score -2078016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -2078040.250000 Penalty: 4882.335938
	Iteration 52Q: 3 clusters Score -2078040 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2078050.750000 Penalty: 4882.335938
	Iteration 53Q: 3 clusters Score -2078051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2078064.000000 Penalty: 4882.335938
	Iteration 54Q: 3 clusters Score -2078064 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2078078.000000 Penalty: 4882.335938
	Iteration 55Q: 3 clusters Score -2078078 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2078092.000000 Penalty: 4882.335938
	Iteration 56Q: 3 clusters Score -2078092 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17031 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -2078110.250000 Penalty: 4882.335938
	Iteration 57Q: 3 clusters Score -2078110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2078120.375000 Penalty: 4882.335938
	Iteration 58Q: 3 clusters Score -2078120 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17094 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2078131.250000 Penalty: 4882.335938
	Iteration 59Q: 3 clusters Score -2078131 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -2078133.000000 Penalty: 4882.335938
	Iteration 60F: 3 clusters Score -2078133 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17121 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2078141.000000 Penalty: 4882.335938
	Iteration 61Q: 3 clusters Score -2078141 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2078143.875000 Penalty: 4882.335938
	Iteration 62Q: 3 clusters Score -2078144 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -2078147.250000 Penalty: 4882.335938
	Iteration 63Q: 3 clusters Score -2078147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17161 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2078151.125000 Penalty: 4882.335938
	Iteration 64Q: 3 clusters Score -2078151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17174 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -2078155.000000 Penalty: 4882.335938
	Iteration 65Q: 3 clusters Score -2078155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -2078161.375000 Penalty: 4882.335938
	Iteration 66Q: 3 clusters Score -2078161 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2078169.250000 Penalty: 4882.335938
	Iteration 67Q: 3 clusters Score -2078169 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2078175.250000 Penalty: 4882.335938
	Iteration 68Q: 3 clusters Score -2078175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17218 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2078181.000000 Penalty: 4882.335938
	Iteration 69Q: 3 clusters Score -2078181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2078180.750000 Penalty: 4882.335938
	Iteration 70Q: 3 clusters Score -2078181 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2078185.625000 Penalty: 4882.335938
	Iteration 71Q: 3 clusters Score -2078186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -2078186.625000 Penalty: 4882.335938
	Iteration 72Q: 3 clusters Score -2078187 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2078188.625000 Penalty: 4882.335938
	Iteration 73Q: 3 clusters Score -2078189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2078194.125000 Penalty: 4882.335938
	Iteration 74Q: 3 clusters Score -2078194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2078195.625000 Penalty: 4882.335938
	Iteration 75Q: 3 clusters Score -2078196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2078197.500000 Penalty: 4882.335938
	Iteration 76Q: 3 clusters Score -2078198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2078199.625000 Penalty: 4882.335938
	Iteration 77Q: 3 clusters Score -2078200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2078201.125000 Penalty: 4882.335938
	Iteration 78Q: 3 clusters Score -2078201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17294 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -2078200.375000 Penalty: 4882.335938
	Iteration 79Q: 3 clusters Score -2078200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -2078200.500000 Penalty: 4882.335938
	Iteration 80F: 3 clusters Score -2078200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2078210.375000 Penalty: 4882.335938
	Iteration 81Q: 3 clusters Score -2078210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2078207.500000 Penalty: 4882.335938
	Iteration 82Q: 3 clusters Score -2078208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2078213.625000 Penalty: 4882.335938
	Iteration 83Q: 3 clusters Score -2078214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2078214.125000 Penalty: 4882.335938
	Iteration 84Q: 3 clusters Score -2078214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -2078213.625000 Penalty: 4882.335938
	Iteration 85Q: 3 clusters Score -2078214 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -2078219.125000 Penalty: 4882.335938
	Iteration 86Q: 3 clusters Score -2078219 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2078221.000000 Penalty: 4882.335938
	Iteration 87Q: 3 clusters Score -2078221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2078220.375000 Penalty: 4882.335938
	Iteration 88Q: 3 clusters Score -2078220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2078222.500000 Penalty: 4882.335938
	Iteration 89Q: 3 clusters Score -2078222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17339 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2078222.375000 Penalty: 4882.335938
	Iteration 90Q: 3 clusters Score -2078222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2078223.250000 Penalty: 4882.335938
	Iteration 91Q: 3 clusters Score -2078223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -2078222.750000 Penalty: 4882.335938
	Iteration 92Q: 3 clusters Score -2078223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -2078225.125000 Penalty: 4882.335938
	Iteration 93Q: 3 clusters Score -2078225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2078224.875000 Penalty: 4882.335938
	Iteration 94Q: 3 clusters Score -2078225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2078228.875000 Penalty: 4882.335938
	Iteration 95Q: 3 clusters Score -2078229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -2078234.000000 Penalty: 4882.335938
	Iteration 96Q: 3 clusters Score -2078234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2078238.125000 Penalty: 4882.335938
	Iteration 97Q: 3 clusters Score -2078238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -2078237.250000 Penalty: 4882.335938
	Iteration 98Q: 3 clusters Score -2078237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2078240.250000 Penalty: 4882.335938
	Iteration 99Q: 3 clusters Score -2078240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2078240.250000 Penalty: 4882.335938
	Iteration 100F: 3 clusters Score -2078240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2078239.625000 Penalty: 4882.335938
	Iteration 101Q: 3 clusters Score -2078240 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -2078243.125000 Penalty: 4882.335938
	Iteration 102Q: 3 clusters Score -2078243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -2078245.375000 Penalty: 4882.335938
	Iteration 103Q: 3 clusters Score -2078245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -2078246.500000 Penalty: 4882.335938
	Iteration 104Q: 3 clusters Score -2078246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -2078246.125000 Penalty: 4882.335938
	Iteration 105Q: 3 clusters Score -2078246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2078249.000000 Penalty: 4882.335938
	Iteration 106Q: 3 clusters Score -2078249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2078248.000000 Penalty: 4882.335938
	Iteration 107Q: 3 clusters Score -2078248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -2078251.500000 Penalty: 4882.335938
	Iteration 108Q: 3 clusters Score -2078252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2078250.750000 Penalty: 4882.335938
	Iteration 109Q: 3 clusters Score -2078251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2078253.250000 Penalty: 4882.335938
	Iteration 110Q: 3 clusters Score -2078253 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -2078253.250000 Penalty: 4882.335938
	Iteration 111F: 3 clusters Score -2078253 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (204060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204060 members 
Entering Unmasked Estep 
Score: -24027024.000000 Penalty: 3032.090088
	Iteration 0F: 2 clusters Score -2.402702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102210 members 
Mstep: Class 2 contains 101850 members 
Entering Unmasked Estep 
Score: -23893382.000000 Penalty: 6064.180176
	Iteration 0F: 3 clusters Score -2.389338e+07 nChanged 97921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103735 members 
Mstep: Class 2 contains 100325 members 
Entering Unmasked Estep 
Score: -23951558.000000 Penalty: 6064.180176
	Iteration 1F: 3 clusters Score -2.395156e+07 nChanged 6066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104721 members 
Mstep: Class 2 contains 99339 members 
Entering Unmasked Estep 
Score: -23952728.000000 Penalty: 6064.180176
	Iteration 2Q: 3 clusters Score -2.395273e+07 nChanged 6218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106225 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -23954240.000000 Penalty: 6064.180176
	Iteration 3Q: 3 clusters Score -2.395424e+07 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108444 members 
Mstep: Class 2 contains 95616 members 
Entering Unmasked Estep 
Score: -23956260.000000 Penalty: 6064.180176
	Iteration 4Q: 3 clusters Score -2.395626e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111715 members 
Mstep: Class 2 contains 92345 members 
Entering Unmasked Estep 
Score: -23959386.000000 Penalty: 6064.180176
	Iteration 5Q: 3 clusters Score -2.395939e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116151 members 
Mstep: Class 2 contains 87909 members 
Entering Unmasked Estep 
Score: -23964136.000000 Penalty: 6064.180176
	Iteration 6Q: 3 clusters Score -2.396414e+07 nChanged 11205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121738 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -23971766.000000 Penalty: 6064.180176
	Iteration 7F: 3 clusters Score -2.397177e+07 nChanged 12636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127886 members 
Mstep: Class 2 contains 76174 members 
Entering Unmasked Estep 
Score: -23981146.000000 Penalty: 6064.180176
	Iteration 8F: 3 clusters Score -2.398115e+07 nChanged 12460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133256 members 
Mstep: Class 2 contains 70804 members 
Entering Unmasked Estep 
Score: -23990070.000000 Penalty: 6064.180176
	Iteration 9F: 3 clusters Score -2.399007e+07 nChanged 10467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137729 members 
Mstep: Class 2 contains 66331 members 
Entering Unmasked Estep 
Score: -23995876.000000 Penalty: 6064.180176
	Iteration 10F: 3 clusters Score -2.399588e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141531 members 
Mstep: Class 2 contains 62529 members 
Entering Unmasked Estep 
Score: -23998402.000000 Penalty: 6064.180176
	Iteration 11Q: 3 clusters Score -2.39984e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145255 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -23999872.000000 Penalty: 6064.180176
	Iteration 12Q: 3 clusters Score -2.399987e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148986 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -24001262.000000 Penalty: 6064.180176
	Iteration 13Q: 3 clusters Score -2.400126e+07 nChanged 3953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152877 members 
Mstep: Class 2 contains 51183 members 
Entering Unmasked Estep 
Score: -24002606.000000 Penalty: 6064.180176
	Iteration 14Q: 3 clusters Score -2.400261e+07 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156893 members 
Mstep: Class 2 contains 47167 members 
Entering Unmasked Estep 
Score: -24004028.000000 Penalty: 6064.180176
	Iteration 15Q: 3 clusters Score -2.400403e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161005 members 
Mstep: Class 2 contains 43055 members 
Entering Unmasked Estep 
Score: -24005696.000000 Penalty: 6064.180176
	Iteration 16Q: 3 clusters Score -2.40057e+07 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -24007332.000000 Penalty: 6064.180176
	Iteration 17Q: 3 clusters Score -2.400733e+07 nChanged 3940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168960 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -24009040.000000 Penalty: 6064.180176
	Iteration 18Q: 3 clusters Score -2.400904e+07 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172756 members 
Mstep: Class 2 contains 31304 members 
Entering Unmasked Estep 
Score: -24010704.000000 Penalty: 6064.180176
	Iteration 19Q: 3 clusters Score -2.40107e+07 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176403 members 
Mstep: Class 2 contains 27657 members 
Entering Unmasked Estep 
Score: -24012288.000000 Penalty: 6064.180176
	Iteration 20F: 3 clusters Score -2.401229e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179956 members 
Mstep: Class 2 contains 24104 members 
Entering Unmasked Estep 
Score: -24013840.000000 Penalty: 6064.180176
	Iteration 21Q: 3 clusters Score -2.401384e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183315 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -24015254.000000 Penalty: 6064.180176
	Iteration 22Q: 3 clusters Score -2.401525e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186254 members 
Mstep: Class 2 contains 17806 members 
Entering Unmasked Estep 
Score: -24016568.000000 Penalty: 6064.180176
	Iteration 23Q: 3 clusters Score -2.401657e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188891 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -24017736.000000 Penalty: 6064.180176
	Iteration 24Q: 3 clusters Score -2.401774e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191238 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -24018748.000000 Penalty: 6064.180176
	Iteration 25Q: 3 clusters Score -2.401875e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193354 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -24019660.000000 Penalty: 6064.180176
	Iteration 26Q: 3 clusters Score -2.401966e+07 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195133 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -24020450.000000 Penalty: 6064.180176
	Iteration 27Q: 3 clusters Score -2.402045e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196653 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -24021168.000000 Penalty: 6064.180176
	Iteration 28Q: 3 clusters Score -2.402117e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197979 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -24021832.000000 Penalty: 6064.180176
	Iteration 29Q: 3 clusters Score -2.402183e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199078 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -24022422.000000 Penalty: 6064.180176
	Iteration 30Q: 3 clusters Score -2.402242e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199917 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -24022914.000000 Penalty: 6064.180176
	Iteration 31Q: 3 clusters Score -2.402291e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200560 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -24023332.000000 Penalty: 6064.180176
	Iteration 32Q: 3 clusters Score -2.402333e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201041 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -24023590.000000 Penalty: 6064.180176
	Iteration 33Q: 3 clusters Score -2.402359e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201407 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -24023660.000000 Penalty: 6064.180176
	Iteration 34Q: 3 clusters Score -2.402366e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201701 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -24023868.000000 Penalty: 6064.180176
	Iteration 35Q: 3 clusters Score -2.402387e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201941 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -24023956.000000 Penalty: 6064.180176
	Iteration 36Q: 3 clusters Score -2.402396e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202133 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -24024032.000000 Penalty: 6064.180176
	Iteration 37Q: 3 clusters Score -2.402403e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202251 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -24024098.000000 Penalty: 6064.180176
	Iteration 38Q: 3 clusters Score -2.40241e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202348 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -24024166.000000 Penalty: 6064.180176
	Iteration 39Q: 3 clusters Score -2.402417e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202434 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -24024176.000000 Penalty: 6064.180176
	Iteration 40F: 3 clusters Score -2.402418e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202528 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -24024206.000000 Penalty: 6064.180176
	Iteration 41Q: 3 clusters Score -2.402421e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202596 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -24024266.000000 Penalty: 6064.180176
	Iteration 42Q: 3 clusters Score -2.402427e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202660 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -24024302.000000 Penalty: 6064.180176
	Iteration 43Q: 3 clusters Score -2.40243e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202706 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -24024340.000000 Penalty: 6064.180176
	Iteration 44Q: 3 clusters Score -2.402434e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202742 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -24024358.000000 Penalty: 6064.180176
	Iteration 45Q: 3 clusters Score -2.402436e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202777 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -24024408.000000 Penalty: 6064.180176
	Iteration 46Q: 3 clusters Score -2.402441e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202799 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -24024420.000000 Penalty: 6064.180176
	Iteration 47Q: 3 clusters Score -2.402442e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202817 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -24024430.000000 Penalty: 6064.180176
	Iteration 48Q: 3 clusters Score -2.402443e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202842 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -24024460.000000 Penalty: 6064.180176
	Iteration 49Q: 3 clusters Score -2.402446e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202861 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -24024462.000000 Penalty: 6064.180176
	Iteration 50Q: 3 clusters Score -2.402446e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202879 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -24024478.000000 Penalty: 6064.180176
	Iteration 51Q: 3 clusters Score -2.402448e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202898 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -24024464.000000 Penalty: 6064.180176
	Iteration 52Q: 3 clusters Score -2.402446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202916 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -24024464.000000 Penalty: 6064.180176
	Iteration 53Q: 3 clusters Score -2.402446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202928 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -24024472.000000 Penalty: 6064.180176
	Iteration 54Q: 3 clusters Score -2.402447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202938 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -24024470.000000 Penalty: 6064.180176
	Iteration 55Q: 3 clusters Score -2.402447e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202946 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -24024476.000000 Penalty: 6064.180176
	Iteration 56Q: 3 clusters Score -2.402448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202950 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -24024478.000000 Penalty: 6064.180176
	Iteration 57Q: 3 clusters Score -2.402448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202954 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -24024490.000000 Penalty: 6064.180176
	Iteration 58Q: 3 clusters Score -2.402449e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202959 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -24024492.000000 Penalty: 6064.180176
	Iteration 59Q: 3 clusters Score -2.402449e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202965 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -24024498.000000 Penalty: 6064.180176
	Iteration 60F: 3 clusters Score -2.40245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202969 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -24024486.000000 Penalty: 6064.180176
	Iteration 61Q: 3 clusters Score -2.402449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202976 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -24024502.000000 Penalty: 6064.180176
	Iteration 62Q: 3 clusters Score -2.40245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202981 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -24024504.000000 Penalty: 6064.180176
	Iteration 63Q: 3 clusters Score -2.40245e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202983 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -24024504.000000 Penalty: 6064.180176
	Iteration 64Q: 3 clusters Score -2.40245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202986 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -24024512.000000 Penalty: 6064.180176
	Iteration 65Q: 3 clusters Score -2.402451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202988 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -24024512.000000 Penalty: 6064.180176
	Iteration 66Q: 3 clusters Score -2.402451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202994 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -24024528.000000 Penalty: 6064.180176
	Iteration 67Q: 3 clusters Score -2.402453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202996 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -24024526.000000 Penalty: 6064.180176
	Iteration 68Q: 3 clusters Score -2.402453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202996 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -24024540.000000 Penalty: 6064.180176
	Iteration 69Q: 3 clusters Score -2.402454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202997 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -24024536.000000 Penalty: 6064.180176
	Iteration 70Q: 3 clusters Score -2.402454e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202998 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -24024522.000000 Penalty: 6064.180176
	Iteration 71Q: 3 clusters Score -2.402452e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203001 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -24024532.000000 Penalty: 6064.180176
	Iteration 72Q: 3 clusters Score -2.402453e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203004 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -24024544.000000 Penalty: 6064.180176
	Iteration 73Q: 3 clusters Score -2.402454e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203006 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -24024568.000000 Penalty: 6064.180176
	Iteration 74Q: 3 clusters Score -2.402457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203007 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -24024576.000000 Penalty: 6064.180176
	Iteration 75Q: 3 clusters Score -2.402458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203007 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -24024576.000000 Penalty: 6064.180176
	Iteration 76F: 3 clusters Score -2.402458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (159730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159730 members 
Entering Unmasked Estep 
Score: -18769504.000000 Penalty: 2971.347656
	Iteration 0F: 2 clusters Score -1.87695e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79954 members 
Mstep: Class 2 contains 79776 members 
Entering Unmasked Estep 
Score: -18663498.000000 Penalty: 5942.695312
	Iteration 0F: 3 clusters Score -1.86635e+07 nChanged 76621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82083 members 
Mstep: Class 2 contains 77647 members 
Entering Unmasked Estep 
Score: -18708084.000000 Penalty: 5942.695312
	Iteration 1F: 3 clusters Score -1.870808e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83880 members 
Mstep: Class 2 contains 75850 members 
Entering Unmasked Estep 
Score: -18709130.000000 Penalty: 5942.695312
	Iteration 2Q: 3 clusters Score -1.870913e+07 nChanged 5557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86603 members 
Mstep: Class 2 contains 73127 members 
Entering Unmasked Estep 
Score: -18710822.000000 Penalty: 5942.695312
	Iteration 3Q: 3 clusters Score -1.871082e+07 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90901 members 
Mstep: Class 2 contains 68829 members 
Entering Unmasked Estep 
Score: -18714134.000000 Penalty: 5942.695312
	Iteration 4Q: 3 clusters Score -1.871413e+07 nChanged 9569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97294 members 
Mstep: Class 2 contains 62436 members 
Entering Unmasked Estep 
Score: -18719802.000000 Penalty: 5942.695312
	Iteration 5F: 3 clusters Score -1.87198e+07 nChanged 12121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106005 members 
Mstep: Class 2 contains 53725 members 
Entering Unmasked Estep 
Score: -18728848.000000 Penalty: 5942.695312
	Iteration 6F: 3 clusters Score -1.872885e+07 nChanged 13451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116124 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -18740368.000000 Penalty: 5942.695312
	Iteration 7F: 3 clusters Score -1.874037e+07 nChanged 11802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125102 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -18752122.000000 Penalty: 5942.695312
	Iteration 8F: 3 clusters Score -1.875212e+07 nChanged 8189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130879 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -18760676.000000 Penalty: 5942.695312
	Iteration 9F: 3 clusters Score -1.876068e+07 nChanged 4958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133765 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -18764566.000000 Penalty: 5942.695312
	Iteration 10Q: 3 clusters Score -1.876457e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135636 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -18765936.000000 Penalty: 5942.695312
	Iteration 11Q: 3 clusters Score -1.876594e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137135 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -18766620.000000 Penalty: 5942.695312
	Iteration 12Q: 3 clusters Score -1.876662e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138470 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -18767006.000000 Penalty: 5942.695312
	Iteration 13Q: 3 clusters Score -1.876701e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139637 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -18767402.000000 Penalty: 5942.695312
	Iteration 14Q: 3 clusters Score -1.87674e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140736 members 
Mstep: Class 2 contains 18994 members 
Entering Unmasked Estep 
Score: -18767618.000000 Penalty: 5942.695312
	Iteration 15Q: 3 clusters Score -1.876762e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141745 members 
Mstep: Class 2 contains 17985 members 
Entering Unmasked Estep 
Score: -18767922.000000 Penalty: 5942.695312
	Iteration 16Q: 3 clusters Score -1.876792e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142646 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -18768082.000000 Penalty: 5942.695312
	Iteration 17Q: 3 clusters Score -1.876808e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143447 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -18768266.000000 Penalty: 5942.695312
	Iteration 18Q: 3 clusters Score -1.876827e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144203 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -18768408.000000 Penalty: 5942.695312
	Iteration 19Q: 3 clusters Score -1.876841e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144921 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -18768570.000000 Penalty: 5942.695312
	Iteration 20F: 3 clusters Score -1.876857e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145549 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -18768670.000000 Penalty: 5942.695312
	Iteration 21Q: 3 clusters Score -1.876867e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146161 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -18768778.000000 Penalty: 5942.695312
	Iteration 22Q: 3 clusters Score -1.876878e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146724 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -18768836.000000 Penalty: 5942.695312
	Iteration 23Q: 3 clusters Score -1.876884e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147274 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -18768870.000000 Penalty: 5942.695312
	Iteration 24Q: 3 clusters Score -1.876887e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147759 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -18768914.000000 Penalty: 5942.695312
	Iteration 25Q: 3 clusters Score -1.876891e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148214 members 
Mstep: Class 2 contains 11516 members 
Entering Unmasked Estep 
Score: -18768996.000000 Penalty: 5942.695312
	Iteration 26Q: 3 clusters Score -1.8769e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148648 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -18769072.000000 Penalty: 5942.695312
	Iteration 27Q: 3 clusters Score -1.876907e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149063 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -18769080.000000 Penalty: 5942.695312
	Iteration 28Q: 3 clusters Score -1.876908e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149485 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -18769056.000000 Penalty: 5942.695312
	Iteration 29Q: 3 clusters Score -1.876906e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149927 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -18769108.000000 Penalty: 5942.695312
	Iteration 30Q: 3 clusters Score -1.876911e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150366 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -18769064.000000 Penalty: 5942.695312
	Iteration 31Q: 3 clusters Score -1.876906e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150740 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -18769088.000000 Penalty: 5942.695312
	Iteration 32Q: 3 clusters Score -1.876909e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151111 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -18769070.000000 Penalty: 5942.695312
	Iteration 33Q: 3 clusters Score -1.876907e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151437 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -18769070.000000 Penalty: 5942.695312
	Iteration 34Q: 3 clusters Score -1.876907e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151738 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -18769016.000000 Penalty: 5942.695312
	Iteration 35Q: 3 clusters Score -1.876902e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152000 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -18768998.000000 Penalty: 5942.695312
	Iteration 36Q: 3 clusters Score -1.8769e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152256 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -18768936.000000 Penalty: 5942.695312
	Iteration 37Q: 3 clusters Score -1.876894e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152475 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -18768922.000000 Penalty: 5942.695312
	Iteration 38Q: 3 clusters Score -1.876892e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152673 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -18768914.000000 Penalty: 5942.695312
	Iteration 39Q: 3 clusters Score -1.876891e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152870 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -18768918.000000 Penalty: 5942.695312
	Iteration 40F: 3 clusters Score -1.876892e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153073 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -18768876.000000 Penalty: 5942.695312
	Iteration 41Q: 3 clusters Score -1.876888e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153300 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -18768898.000000 Penalty: 5942.695312
	Iteration 42Q: 3 clusters Score -1.87689e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153508 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -18768870.000000 Penalty: 5942.695312
	Iteration 43Q: 3 clusters Score -1.876887e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153681 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -18768848.000000 Penalty: 5942.695312
	Iteration 44Q: 3 clusters Score -1.876885e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153851 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -18768838.000000 Penalty: 5942.695312
	Iteration 45Q: 3 clusters Score -1.876884e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154038 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -18768848.000000 Penalty: 5942.695312
	Iteration 46Q: 3 clusters Score -1.876885e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154237 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -18768786.000000 Penalty: 5942.695312
	Iteration 47Q: 3 clusters Score -1.876879e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154414 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -18768792.000000 Penalty: 5942.695312
	Iteration 48Q: 3 clusters Score -1.876879e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154585 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -18768744.000000 Penalty: 5942.695312
	Iteration 49Q: 3 clusters Score -1.876874e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154743 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -18768690.000000 Penalty: 5942.695312
	Iteration 50Q: 3 clusters Score -1.876869e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154885 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -18768696.000000 Penalty: 5942.695312
	Iteration 51Q: 3 clusters Score -1.87687e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155034 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -18768654.000000 Penalty: 5942.695312
	Iteration 52Q: 3 clusters Score -1.876865e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155174 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -18768648.000000 Penalty: 5942.695312
	Iteration 53Q: 3 clusters Score -1.876865e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155284 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -18768648.000000 Penalty: 5942.695312
	Iteration 54Q: 3 clusters Score -1.876865e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155382 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -18768662.000000 Penalty: 5942.695312
	Iteration 55Q: 3 clusters Score -1.876866e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155479 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -18768662.000000 Penalty: 5942.695312
	Iteration 56Q: 3 clusters Score -1.876866e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155568 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -18768666.000000 Penalty: 5942.695312
	Iteration 57Q: 3 clusters Score -1.876867e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155641 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -18768606.000000 Penalty: 5942.695312
	Iteration 58Q: 3 clusters Score -1.876861e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155705 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -18768578.000000 Penalty: 5942.695312
	Iteration 59Q: 3 clusters Score -1.876858e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155763 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -18768578.000000 Penalty: 5942.695312
	Iteration 60F: 3 clusters Score -1.876858e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155819 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -18768586.000000 Penalty: 5942.695312
	Iteration 61Q: 3 clusters Score -1.876859e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155873 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -18768576.000000 Penalty: 5942.695312
	Iteration 62Q: 3 clusters Score -1.876858e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155917 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -18768542.000000 Penalty: 5942.695312
	Iteration 63Q: 3 clusters Score -1.876854e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155952 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -18768560.000000 Penalty: 5942.695312
	Iteration 64Q: 3 clusters Score -1.876856e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155981 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -18768578.000000 Penalty: 5942.695312
	Iteration 65Q: 3 clusters Score -1.876858e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156013 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -18768542.000000 Penalty: 5942.695312
	Iteration 66Q: 3 clusters Score -1.876854e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156047 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -18768574.000000 Penalty: 5942.695312
	Iteration 67Q: 3 clusters Score -1.876857e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156085 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -18768570.000000 Penalty: 5942.695312
	Iteration 68Q: 3 clusters Score -1.876857e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156111 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -18768550.000000 Penalty: 5942.695312
	Iteration 69Q: 3 clusters Score -1.876855e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156139 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -18768534.000000 Penalty: 5942.695312
	Iteration 70Q: 3 clusters Score -1.876853e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156175 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -18768524.000000 Penalty: 5942.695312
	Iteration 71Q: 3 clusters Score -1.876852e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156209 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -18768512.000000 Penalty: 5942.695312
	Iteration 72Q: 3 clusters Score -1.876851e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156247 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -18768496.000000 Penalty: 5942.695312
	Iteration 73Q: 3 clusters Score -1.87685e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156278 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -18768480.000000 Penalty: 5942.695312
	Iteration 74Q: 3 clusters Score -1.876848e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156301 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -18768472.000000 Penalty: 5942.695312
	Iteration 75Q: 3 clusters Score -1.876847e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156326 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -18768484.000000 Penalty: 5942.695312
	Iteration 76Q: 3 clusters Score -1.876848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156354 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -18768484.000000 Penalty: 5942.695312
	Iteration 77Q: 3 clusters Score -1.876848e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156384 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -18768466.000000 Penalty: 5942.695312
	Iteration 78Q: 3 clusters Score -1.876847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156410 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -18768446.000000 Penalty: 5942.695312
	Iteration 79Q: 3 clusters Score -1.876845e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156435 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -18768454.000000 Penalty: 5942.695312
	Iteration 80F: 3 clusters Score -1.876845e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -18768454.000000 Penalty: 5942.695312
	Iteration 81Q: 3 clusters Score -1.876845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156471 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -18768460.000000 Penalty: 5942.695312
	Iteration 82Q: 3 clusters Score -1.876846e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156487 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -18768450.000000 Penalty: 5942.695312
	Iteration 83Q: 3 clusters Score -1.876845e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156510 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -18768454.000000 Penalty: 5942.695312
	Iteration 84Q: 3 clusters Score -1.876845e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156537 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -18768416.000000 Penalty: 5942.695312
	Iteration 85Q: 3 clusters Score -1.876842e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156557 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -18768444.000000 Penalty: 5942.695312
	Iteration 86Q: 3 clusters Score -1.876844e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156582 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -18768438.000000 Penalty: 5942.695312
	Iteration 87Q: 3 clusters Score -1.876844e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156596 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -18768444.000000 Penalty: 5942.695312
	Iteration 88Q: 3 clusters Score -1.876844e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156612 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -18768432.000000 Penalty: 5942.695312
	Iteration 89Q: 3 clusters Score -1.876843e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156627 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -18768430.000000 Penalty: 5942.695312
	Iteration 90Q: 3 clusters Score -1.876843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156641 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -18768418.000000 Penalty: 5942.695312
	Iteration 91Q: 3 clusters Score -1.876842e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156657 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -18768408.000000 Penalty: 5942.695312
	Iteration 92Q: 3 clusters Score -1.876841e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156674 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -18768410.000000 Penalty: 5942.695312
	Iteration 93Q: 3 clusters Score -1.876841e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156690 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -18768426.000000 Penalty: 5942.695312
	Iteration 94Q: 3 clusters Score -1.876843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156704 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -18768438.000000 Penalty: 5942.695312
	Iteration 95Q: 3 clusters Score -1.876844e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156715 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -18768420.000000 Penalty: 5942.695312
	Iteration 96Q: 3 clusters Score -1.876842e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156727 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -18768428.000000 Penalty: 5942.695312
	Iteration 97Q: 3 clusters Score -1.876843e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156741 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -18768446.000000 Penalty: 5942.695312
	Iteration 98Q: 3 clusters Score -1.876845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156757 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -18768446.000000 Penalty: 5942.695312
	Iteration 99Q: 3 clusters Score -1.876845e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156769 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -18768450.000000 Penalty: 5942.695312
	Iteration 100F: 3 clusters Score -1.876845e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156780 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -18768428.000000 Penalty: 5942.695312
	Iteration 101Q: 3 clusters Score -1.876843e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156787 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -18768450.000000 Penalty: 5942.695312
	Iteration 102Q: 3 clusters Score -1.876845e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156791 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -18768452.000000 Penalty: 5942.695312
	Iteration 103Q: 3 clusters Score -1.876845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156792 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -18768444.000000 Penalty: 5942.695312
	Iteration 104Q: 3 clusters Score -1.876844e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -18768448.000000 Penalty: 5942.695312
	Iteration 105Q: 3 clusters Score -1.876845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156794 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -18768448.000000 Penalty: 5942.695312
	Iteration 106F: 3 clusters Score -1.876845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (217543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217543 members 
Entering Unmasked Estep 
Score: -25554742.000000 Penalty: 3047.957520
	Iteration 0F: 2 clusters Score -2.555474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108318 members 
Mstep: Class 2 contains 109225 members 
Entering Unmasked Estep 
Score: -25413788.000000 Penalty: 6095.915039
	Iteration 0F: 3 clusters Score -2.541379e+07 nChanged 104857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100789 members 
Mstep: Class 2 contains 116754 members 
Entering Unmasked Estep 
Score: -25476256.000000 Penalty: 6095.915039
	Iteration 1F: 3 clusters Score -2.547626e+07 nChanged 7923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95386 members 
Mstep: Class 2 contains 122157 members 
Entering Unmasked Estep 
Score: -25478806.000000 Penalty: 6095.915039
	Iteration 2Q: 3 clusters Score -2.547881e+07 nChanged 10501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86977 members 
Mstep: Class 2 contains 130566 members 
Entering Unmasked Estep 
Score: -25483400.000000 Penalty: 6095.915039
	Iteration 3Q: 3 clusters Score -2.54834e+07 nChanged 14616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74373 members 
Mstep: Class 2 contains 143170 members 
Entering Unmasked Estep 
Score: -25492576.000000 Penalty: 6095.915039
	Iteration 4F: 3 clusters Score -2.549258e+07 nChanged 18691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57636 members 
Mstep: Class 2 contains 159907 members 
Entering Unmasked Estep 
Score: -25507450.000000 Penalty: 6095.915039
	Iteration 5F: 3 clusters Score -2.550745e+07 nChanged 19536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39338 members 
Mstep: Class 2 contains 178205 members 
Entering Unmasked Estep 
Score: -25524754.000000 Penalty: 6095.915039
	Iteration 6F: 3 clusters Score -2.552475e+07 nChanged 15281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 192878 members 
Entering Unmasked Estep 
Score: -25538748.000000 Penalty: 6095.915039
	Iteration 7F: 3 clusters Score -2.553875e+07 nChanged 8833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 201183 members 
Entering Unmasked Estep 
Score: -25547654.000000 Penalty: 6095.915039
	Iteration 8Q: 3 clusters Score -2.554765e+07 nChanged 4163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 204286 members 
Entering Unmasked Estep 
Score: -25551866.000000 Penalty: 6095.915039
	Iteration 9Q: 3 clusters Score -2.555187e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 205439 members 
Entering Unmasked Estep 
Score: -25553470.000000 Penalty: 6095.915039
	Iteration 10Q: 3 clusters Score -2.555347e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 206199 members 
Entering Unmasked Estep 
Score: -25553982.000000 Penalty: 6095.915039
	Iteration 11Q: 3 clusters Score -2.555398e+07 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 206873 members 
Entering Unmasked Estep 
Score: -25554234.000000 Penalty: 6095.915039
	Iteration 12Q: 3 clusters Score -2.555423e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 207460 members 
Entering Unmasked Estep 
Score: -25554332.000000 Penalty: 6095.915039
	Iteration 13Q: 3 clusters Score -2.555433e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 207979 members 
Entering Unmasked Estep 
Score: -25554296.000000 Penalty: 6095.915039
	Iteration 14Q: 3 clusters Score -2.55543e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 208404 members 
Entering Unmasked Estep 
Score: -25554388.000000 Penalty: 6095.915039
	Iteration 15Q: 3 clusters Score -2.555439e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 208759 members 
Entering Unmasked Estep 
Score: -25554326.000000 Penalty: 6095.915039
	Iteration 16Q: 3 clusters Score -2.555433e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 209091 members 
Entering Unmasked Estep 
Score: -25554202.000000 Penalty: 6095.915039
	Iteration 17Q: 3 clusters Score -2.55542e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 209379 members 
Entering Unmasked Estep 
Score: -25554152.000000 Penalty: 6095.915039
	Iteration 18Q: 3 clusters Score -2.555415e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 209643 members 
Entering Unmasked Estep 
Score: -25554122.000000 Penalty: 6095.915039
	Iteration 19Q: 3 clusters Score -2.555412e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 209894 members 
Entering Unmasked Estep 
Score: -25554138.000000 Penalty: 6095.915039
	Iteration 20F: 3 clusters Score -2.555414e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 210123 members 
Entering Unmasked Estep 
Score: -25554104.000000 Penalty: 6095.915039
	Iteration 21Q: 3 clusters Score -2.55541e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 210320 members 
Entering Unmasked Estep 
Score: -25554174.000000 Penalty: 6095.915039
	Iteration 22Q: 3 clusters Score -2.555417e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 210500 members 
Entering Unmasked Estep 
Score: -25554098.000000 Penalty: 6095.915039
	Iteration 23Q: 3 clusters Score -2.55541e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 210666 members 
Entering Unmasked Estep 
Score: -25554052.000000 Penalty: 6095.915039
	Iteration 24Q: 3 clusters Score -2.555405e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 210825 members 
Entering Unmasked Estep 
Score: -25554050.000000 Penalty: 6095.915039
	Iteration 25Q: 3 clusters Score -2.555405e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 210950 members 
Entering Unmasked Estep 
Score: -25554026.000000 Penalty: 6095.915039
	Iteration 26Q: 3 clusters Score -2.555403e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 211056 members 
Entering Unmasked Estep 
Score: -25553992.000000 Penalty: 6095.915039
	Iteration 27Q: 3 clusters Score -2.555399e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 211154 members 
Entering Unmasked Estep 
Score: -25553994.000000 Penalty: 6095.915039
	Iteration 28Q: 3 clusters Score -2.555399e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 211244 members 
Entering Unmasked Estep 
Score: -25553964.000000 Penalty: 6095.915039
	Iteration 29Q: 3 clusters Score -2.555396e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 211342 members 
Entering Unmasked Estep 
Score: -25553976.000000 Penalty: 6095.915039
	Iteration 30Q: 3 clusters Score -2.555398e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 211441 members 
Entering Unmasked Estep 
Score: -25553942.000000 Penalty: 6095.915039
	Iteration 31Q: 3 clusters Score -2.555394e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 211530 members 
Entering Unmasked Estep 
Score: -25553918.000000 Penalty: 6095.915039
	Iteration 32Q: 3 clusters Score -2.555392e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 211611 members 
Entering Unmasked Estep 
Score: -25553926.000000 Penalty: 6095.915039
	Iteration 33Q: 3 clusters Score -2.555393e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 211690 members 
Entering Unmasked Estep 
Score: -25553920.000000 Penalty: 6095.915039
	Iteration 34Q: 3 clusters Score -2.555392e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 211763 members 
Entering Unmasked Estep 
Score: -25553902.000000 Penalty: 6095.915039
	Iteration 35Q: 3 clusters Score -2.55539e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 211842 members 
Entering Unmasked Estep 
Score: -25553886.000000 Penalty: 6095.915039
	Iteration 36Q: 3 clusters Score -2.555389e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 211936 members 
Entering Unmasked Estep 
Score: -25553890.000000 Penalty: 6095.915039
	Iteration 37Q: 3 clusters Score -2.555389e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 212028 members 
Entering Unmasked Estep 
Score: -25553874.000000 Penalty: 6095.915039
	Iteration 38Q: 3 clusters Score -2.555387e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 212114 members 
Entering Unmasked Estep 
Score: -25553864.000000 Penalty: 6095.915039
	Iteration 39Q: 3 clusters Score -2.555386e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 212191 members 
Entering Unmasked Estep 
Score: -25553848.000000 Penalty: 6095.915039
	Iteration 40F: 3 clusters Score -2.555385e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 212257 members 
Entering Unmasked Estep 
Score: -25553844.000000 Penalty: 6095.915039
	Iteration 41Q: 3 clusters Score -2.555384e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 212318 members 
Entering Unmasked Estep 
Score: -25553820.000000 Penalty: 6095.915039
	Iteration 42Q: 3 clusters Score -2.555382e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 212374 members 
Entering Unmasked Estep 
Score: -25553790.000000 Penalty: 6095.915039
	Iteration 43Q: 3 clusters Score -2.555379e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 212414 members 
Entering Unmasked Estep 
Score: -25553786.000000 Penalty: 6095.915039
	Iteration 44Q: 3 clusters Score -2.555379e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 212447 members 
Entering Unmasked Estep 
Score: -25553792.000000 Penalty: 6095.915039
	Iteration 45Q: 3 clusters Score -2.555379e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 212478 members 
Entering Unmasked Estep 
Score: -25553778.000000 Penalty: 6095.915039
	Iteration 46Q: 3 clusters Score -2.555378e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 212511 members 
Entering Unmasked Estep 
Score: -25553758.000000 Penalty: 6095.915039
	Iteration 47Q: 3 clusters Score -2.555376e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 212536 members 
Entering Unmasked Estep 
Score: -25553752.000000 Penalty: 6095.915039
	Iteration 48Q: 3 clusters Score -2.555375e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 212562 members 
Entering Unmasked Estep 
Score: -25553774.000000 Penalty: 6095.915039
	Iteration 49Q: 3 clusters Score -2.555377e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 212588 members 
Entering Unmasked Estep 
Score: -25553778.000000 Penalty: 6095.915039
	Iteration 50Q: 3 clusters Score -2.555378e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 212617 members 
Entering Unmasked Estep 
Score: -25553748.000000 Penalty: 6095.915039
	Iteration 51Q: 3 clusters Score -2.555375e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 212646 members 
Entering Unmasked Estep 
Score: -25553720.000000 Penalty: 6095.915039
	Iteration 52Q: 3 clusters Score -2.555372e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 212674 members 
Entering Unmasked Estep 
Score: -25553708.000000 Penalty: 6095.915039
	Iteration 53Q: 3 clusters Score -2.555371e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 212687 members 
Entering Unmasked Estep 
Score: -25553720.000000 Penalty: 6095.915039
	Iteration 54Q: 3 clusters Score -2.555372e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 212701 members 
Entering Unmasked Estep 
Score: -25553716.000000 Penalty: 6095.915039
	Iteration 55Q: 3 clusters Score -2.555372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 212716 members 
Entering Unmasked Estep 
Score: -25553716.000000 Penalty: 6095.915039
	Iteration 56Q: 3 clusters Score -2.555372e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 212731 members 
Entering Unmasked Estep 
Score: -25553710.000000 Penalty: 6095.915039
	Iteration 57Q: 3 clusters Score -2.555371e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 212748 members 
Entering Unmasked Estep 
Score: -25553740.000000 Penalty: 6095.915039
	Iteration 58Q: 3 clusters Score -2.555374e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 212768 members 
Entering Unmasked Estep 
Score: -25553738.000000 Penalty: 6095.915039
	Iteration 59Q: 3 clusters Score -2.555374e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 212783 members 
Entering Unmasked Estep 
Score: -25553756.000000 Penalty: 6095.915039
	Iteration 60F: 3 clusters Score -2.555376e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 212799 members 
Entering Unmasked Estep 
Score: -25553726.000000 Penalty: 6095.915039
	Iteration 61Q: 3 clusters Score -2.555373e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 212811 members 
Entering Unmasked Estep 
Score: -25553730.000000 Penalty: 6095.915039
	Iteration 62Q: 3 clusters Score -2.555373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 212824 members 
Entering Unmasked Estep 
Score: -25553728.000000 Penalty: 6095.915039
	Iteration 63Q: 3 clusters Score -2.555373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 212840 members 
Entering Unmasked Estep 
Score: -25553708.000000 Penalty: 6095.915039
	Iteration 64Q: 3 clusters Score -2.555371e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 212854 members 
Entering Unmasked Estep 
Score: -25553688.000000 Penalty: 6095.915039
	Iteration 65Q: 3 clusters Score -2.555369e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 212866 members 
Entering Unmasked Estep 
Score: -25553688.000000 Penalty: 6095.915039
	Iteration 66Q: 3 clusters Score -2.555369e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 212879 members 
Entering Unmasked Estep 
Score: -25553702.000000 Penalty: 6095.915039
	Iteration 67Q: 3 clusters Score -2.55537e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 212896 members 
Entering Unmasked Estep 
Score: -25553708.000000 Penalty: 6095.915039
	Iteration 68Q: 3 clusters Score -2.555371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 212907 members 
Entering Unmasked Estep 
Score: -25553706.000000 Penalty: 6095.915039
	Iteration 69Q: 3 clusters Score -2.555371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 212915 members 
Entering Unmasked Estep 
Score: -25553704.000000 Penalty: 6095.915039
	Iteration 70Q: 3 clusters Score -2.55537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 212927 members 
Entering Unmasked Estep 
Score: -25553696.000000 Penalty: 6095.915039
	Iteration 71Q: 3 clusters Score -2.55537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 212935 members 
Entering Unmasked Estep 
Score: -25553720.000000 Penalty: 6095.915039
	Iteration 72Q: 3 clusters Score -2.555372e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 212945 members 
Entering Unmasked Estep 
Score: -25553700.000000 Penalty: 6095.915039
	Iteration 73Q: 3 clusters Score -2.55537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 212955 members 
Entering Unmasked Estep 
Score: -25553714.000000 Penalty: 6095.915039
	Iteration 74Q: 3 clusters Score -2.555371e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 212961 members 
Entering Unmasked Estep 
Score: -25553726.000000 Penalty: 6095.915039
	Iteration 75Q: 3 clusters Score -2.555373e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 212974 members 
Entering Unmasked Estep 
Score: -25553728.000000 Penalty: 6095.915039
	Iteration 76Q: 3 clusters Score -2.555373e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 212990 members 
Entering Unmasked Estep 
Score: -25553740.000000 Penalty: 6095.915039
	Iteration 77Q: 3 clusters Score -2.555374e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 213003 members 
Entering Unmasked Estep 
Score: -25553726.000000 Penalty: 6095.915039
	Iteration 78Q: 3 clusters Score -2.555373e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 213008 members 
Entering Unmasked Estep 
Score: -25553706.000000 Penalty: 6095.915039
	Iteration 79Q: 3 clusters Score -2.555371e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 213019 members 
Entering Unmasked Estep 
Score: -25553704.000000 Penalty: 6095.915039
	Iteration 80F: 3 clusters Score -2.55537e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 213029 members 
Entering Unmasked Estep 
Score: -25553704.000000 Penalty: 6095.915039
	Iteration 81Q: 3 clusters Score -2.55537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 213040 members 
Entering Unmasked Estep 
Score: -25553728.000000 Penalty: 6095.915039
	Iteration 82Q: 3 clusters Score -2.555373e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 213049 members 
Entering Unmasked Estep 
Score: -25553716.000000 Penalty: 6095.915039
	Iteration 83Q: 3 clusters Score -2.555372e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 213066 members 
Entering Unmasked Estep 
Score: -25553700.000000 Penalty: 6095.915039
	Iteration 84Q: 3 clusters Score -2.55537e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 213087 members 
Entering Unmasked Estep 
Score: -25553698.000000 Penalty: 6095.915039
	Iteration 85Q: 3 clusters Score -2.55537e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 213111 members 
Entering Unmasked Estep 
Score: -25553674.000000 Penalty: 6095.915039
	Iteration 86Q: 3 clusters Score -2.555367e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 213140 members 
Entering Unmasked Estep 
Score: -25553628.000000 Penalty: 6095.915039
	Iteration 87Q: 3 clusters Score -2.555363e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 213158 members 
Entering Unmasked Estep 
Score: -25553648.000000 Penalty: 6095.915039
	Iteration 88Q: 3 clusters Score -2.555365e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 213177 members 
Entering Unmasked Estep 
Score: -25553650.000000 Penalty: 6095.915039
	Iteration 89Q: 3 clusters Score -2.555365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 213189 members 
Entering Unmasked Estep 
Score: -25553650.000000 Penalty: 6095.915039
	Iteration 90Q: 3 clusters Score -2.555365e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 213200 members 
Entering Unmasked Estep 
Score: -25553662.000000 Penalty: 6095.915039
	Iteration 91Q: 3 clusters Score -2.555366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 213206 members 
Entering Unmasked Estep 
Score: -25553662.000000 Penalty: 6095.915039
	Iteration 92Q: 3 clusters Score -2.555366e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 213209 members 
Entering Unmasked Estep 
Score: -25553660.000000 Penalty: 6095.915039
	Iteration 93Q: 3 clusters Score -2.555366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 213213 members 
Entering Unmasked Estep 
Score: -25553668.000000 Penalty: 6095.915039
	Iteration 94Q: 3 clusters Score -2.555367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 213217 members 
Entering Unmasked Estep 
Score: -25553678.000000 Penalty: 6095.915039
	Iteration 95Q: 3 clusters Score -2.555368e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 213219 members 
Entering Unmasked Estep 
Score: -25553678.000000 Penalty: 6095.915039
	Iteration 96Q: 3 clusters Score -2.555368e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 213220 members 
Entering Unmasked Estep 
Score: -25553672.000000 Penalty: 6095.915039
	Iteration 97Q: 3 clusters Score -2.555367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 213222 members 
Entering Unmasked Estep 
Score: -25553676.000000 Penalty: 6095.915039
	Iteration 98Q: 3 clusters Score -2.555368e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 213222 members 
Entering Unmasked Estep 
Score: -25553676.000000 Penalty: 6095.915039
	Iteration 99F: 3 clusters Score -2.555368e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Entering Unmasked Estep 
Score: -413616.343750 Penalty: 2034.011719
	Iteration 0F: 2 clusters Score -413616.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -409903.750000 Penalty: 4068.023438
	Iteration 0F: 3 clusters Score -409903.8 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -410674.718750 Penalty: 4068.023438
	Iteration 1F: 3 clusters Score -410674.7 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -410840.468750 Penalty: 4068.023438
	Iteration 2F: 3 clusters Score -410840.5 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -410938.125000 Penalty: 4068.023438
	Iteration 3Q: 3 clusters Score -410938.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -410992.781250 Penalty: 4068.023438
	Iteration 4Q: 3 clusters Score -410992.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -411037.500000 Penalty: 4068.023438
	Iteration 5Q: 3 clusters Score -411037.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -411066.812500 Penalty: 4068.023438
	Iteration 6Q: 3 clusters Score -411066.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -411087.343750 Penalty: 4068.023438
	Iteration 7Q: 3 clusters Score -411087.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -411101.187500 Penalty: 4068.023438
	Iteration 8Q: 3 clusters Score -411101.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -411111.531250 Penalty: 4068.023438
	Iteration 9Q: 3 clusters Score -411111.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -411118.531250 Penalty: 4068.023438
	Iteration 10Q: 3 clusters Score -411118.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -411124.187500 Penalty: 4068.023438
	Iteration 11Q: 3 clusters Score -411124.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -411128.187500 Penalty: 4068.023438
	Iteration 12Q: 3 clusters Score -411128.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -411130.968750 Penalty: 4068.023438
	Iteration 13Q: 3 clusters Score -411131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -411132.031250 Penalty: 4068.023438
	Iteration 14Q: 3 clusters Score -411132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -411132.750000 Penalty: 4068.023438
	Iteration 15Q: 3 clusters Score -411132.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -411132.750000 Penalty: 4068.023438
	Iteration 16F: 3 clusters Score -411132.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Entering Unmasked Estep 
Score: -277361.531250 Penalty: 1954.158203
	Iteration 0F: 2 clusters Score -277361.5 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 1316 members 
Entering Unmasked Estep 
Score: -274347.843750 Penalty: 3908.316406
	Iteration 0F: 3 clusters Score -274347.8 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -274979.343750 Penalty: 3908.316406
	Iteration 1F: 3 clusters Score -274979.3 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -275124.500000 Penalty: 3908.316406
	Iteration 2F: 3 clusters Score -275124.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -275194.781250 Penalty: 3908.316406
	Iteration 3Q: 3 clusters Score -275194.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -275237.531250 Penalty: 3908.316406
	Iteration 4Q: 3 clusters Score -275237.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -275276.562500 Penalty: 3908.316406
	Iteration 5Q: 3 clusters Score -275276.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -275303.625000 Penalty: 3908.316406
	Iteration 6Q: 3 clusters Score -275303.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -275317.937500 Penalty: 3908.316406
	Iteration 7Q: 3 clusters Score -275317.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -275329.500000 Penalty: 3908.316406
	Iteration 8Q: 3 clusters Score -275329.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -275342.312500 Penalty: 3908.316406
	Iteration 9Q: 3 clusters Score -275342.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -275351.593750 Penalty: 3908.316406
	Iteration 10Q: 3 clusters Score -275351.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -275358.187500 Penalty: 3908.316406
	Iteration 11Q: 3 clusters Score -275358.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -275362.781250 Penalty: 3908.316406
	Iteration 12Q: 3 clusters Score -275362.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -275367.281250 Penalty: 3908.316406
	Iteration 13Q: 3 clusters Score -275367.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -275374.000000 Penalty: 3908.316406
	Iteration 14Q: 3 clusters Score -275374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -275377.468750 Penalty: 3908.316406
	Iteration 15Q: 3 clusters Score -275377.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -275379.812500 Penalty: 3908.316406
	Iteration 16Q: 3 clusters Score -275379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -275381.750000 Penalty: 3908.316406
	Iteration 17Q: 3 clusters Score -275381.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -275383.187500 Penalty: 3908.316406
	Iteration 18Q: 3 clusters Score -275383.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -275383.406250 Penalty: 3908.316406
	Iteration 19Q: 3 clusters Score -275383.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -275384.093750 Penalty: 3908.316406
	Iteration 20F: 3 clusters Score -275384.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -275384.968750 Penalty: 3908.316406
	Iteration 21Q: 3 clusters Score -275385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -275385.375000 Penalty: 3908.316406
	Iteration 22Q: 3 clusters Score -275385.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -275385.500000 Penalty: 3908.316406
	Iteration 23Q: 3 clusters Score -275385.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -275386.500000 Penalty: 3908.316406
	Iteration 24Q: 3 clusters Score -275386.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -275394.406250 Penalty: 3908.316406
	Iteration 25Q: 3 clusters Score -275394.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -275403.218750 Penalty: 3908.316406
	Iteration 26Q: 3 clusters Score -275403.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -275410.531250 Penalty: 3908.316406
	Iteration 27Q: 3 clusters Score -275410.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -275416.031250 Penalty: 3908.316406
	Iteration 28Q: 3 clusters Score -275416 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -275423.843750 Penalty: 3908.316406
	Iteration 29Q: 3 clusters Score -275423.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -275431.187500 Penalty: 3908.316406
	Iteration 30Q: 3 clusters Score -275431.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -275437.187500 Penalty: 3908.316406
	Iteration 31Q: 3 clusters Score -275437.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -275444.562500 Penalty: 3908.316406
	Iteration 32Q: 3 clusters Score -275444.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -275449.937500 Penalty: 3908.316406
	Iteration 33Q: 3 clusters Score -275449.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -275452.718750 Penalty: 3908.316406
	Iteration 34Q: 3 clusters Score -275452.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -275455.375000 Penalty: 3908.316406
	Iteration 35Q: 3 clusters Score -275455.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -275456.343750 Penalty: 3908.316406
	Iteration 36Q: 3 clusters Score -275456.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -275457.500000 Penalty: 3908.316406
	Iteration 37Q: 3 clusters Score -275457.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -275459.875000 Penalty: 3908.316406
	Iteration 38Q: 3 clusters Score -275459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -275461.906250 Penalty: 3908.316406
	Iteration 39Q: 3 clusters Score -275461.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -275464.031250 Penalty: 3908.316406
	Iteration 40F: 3 clusters Score -275464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -275463.937500 Penalty: 3908.316406
	Iteration 41Q: 3 clusters Score -275463.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -275464.062500 Penalty: 3908.316406
	Iteration 42Q: 3 clusters Score -275464.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -275464.062500 Penalty: 3908.316406
	Iteration 43F: 3 clusters Score -275464.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Entering Unmasked Estep 
Score: -883848.937500 Penalty: 2256.237549
	Iteration 0F: 2 clusters Score -883848.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -876868.187500 Penalty: 4512.475098
	Iteration 0F: 3 clusters Score -876868.2 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -878872.437500 Penalty: 4512.475098
	Iteration 1F: 3 clusters Score -878872.4 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -879207.875000 Penalty: 4512.475098
	Iteration 2F: 3 clusters Score -879207.9 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -879463.187500 Penalty: 4512.475098
	Iteration 3F: 3 clusters Score -879463.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -879679.187500 Penalty: 4512.475098
	Iteration 4Q: 3 clusters Score -879679.2 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -879873.125000 Penalty: 4512.475098
	Iteration 5Q: 3 clusters Score -879873.1 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -880072.687500 Penalty: 4512.475098
	Iteration 6Q: 3 clusters Score -880072.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -880285.687500 Penalty: 4512.475098
	Iteration 7Q: 3 clusters Score -880285.7 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -880476.500000 Penalty: 4512.475098
	Iteration 8Q: 3 clusters Score -880476.5 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -880692.312500 Penalty: 4512.475098
	Iteration 9Q: 3 clusters Score -880692.3 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -880891.875000 Penalty: 4512.475098
	Iteration 10Q: 3 clusters Score -880891.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -881070.312500 Penalty: 4512.475098
	Iteration 11Q: 3 clusters Score -881070.3 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -881240.687500 Penalty: 4512.475098
	Iteration 12Q: 3 clusters Score -881240.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -881397.000000 Penalty: 4512.475098
	Iteration 13Q: 3 clusters Score -881397 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -881510.812500 Penalty: 4512.475098
	Iteration 14Q: 3 clusters Score -881510.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -881604.500000 Penalty: 4512.475098
	Iteration 15Q: 3 clusters Score -881604.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -881677.437500 Penalty: 4512.475098
	Iteration 16Q: 3 clusters Score -881677.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -881728.375000 Penalty: 4512.475098
	Iteration 17Q: 3 clusters Score -881728.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -881762.625000 Penalty: 4512.475098
	Iteration 18Q: 3 clusters Score -881762.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -881795.312500 Penalty: 4512.475098
	Iteration 19Q: 3 clusters Score -881795.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -881823.937500 Penalty: 4512.475098
	Iteration 20F: 3 clusters Score -881823.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -881853.187500 Penalty: 4512.475098
	Iteration 21Q: 3 clusters Score -881853.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -881881.687500 Penalty: 4512.475098
	Iteration 22Q: 3 clusters Score -881881.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -881915.375000 Penalty: 4512.475098
	Iteration 23Q: 3 clusters Score -881915.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -881935.312500 Penalty: 4512.475098
	Iteration 24Q: 3 clusters Score -881935.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -881954.062500 Penalty: 4512.475098
	Iteration 25Q: 3 clusters Score -881954.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 8037 members 
Entering Unmasked Estep 
Score: -881973.062500 Penalty: 4512.475098
	Iteration 26Q: 3 clusters Score -881973.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -881985.062500 Penalty: 4512.475098
	Iteration 27Q: 3 clusters Score -881985.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 8079 members 
Entering Unmasked Estep 
Score: -881994.937500 Penalty: 4512.475098
	Iteration 28Q: 3 clusters Score -881994.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -882003.937500 Penalty: 4512.475098
	Iteration 29Q: 3 clusters Score -882003.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -882011.875000 Penalty: 4512.475098
	Iteration 30Q: 3 clusters Score -882011.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -882019.562500 Penalty: 4512.475098
	Iteration 31Q: 3 clusters Score -882019.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -882030.937500 Penalty: 4512.475098
	Iteration 32Q: 3 clusters Score -882030.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 8162 members 
Entering Unmasked Estep 
Score: -882036.625000 Penalty: 4512.475098
	Iteration 33Q: 3 clusters Score -882036.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -882039.937500 Penalty: 4512.475098
	Iteration 34Q: 3 clusters Score -882039.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -882042.125000 Penalty: 4512.475098
	Iteration 35Q: 3 clusters Score -882042.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -882044.312500 Penalty: 4512.475098
	Iteration 36Q: 3 clusters Score -882044.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -882046.687500 Penalty: 4512.475098
	Iteration 37Q: 3 clusters Score -882046.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -882051.375000 Penalty: 4512.475098
	Iteration 38Q: 3 clusters Score -882051.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -882056.125000 Penalty: 4512.475098
	Iteration 39Q: 3 clusters Score -882056.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -882060.750000 Penalty: 4512.475098
	Iteration 40F: 3 clusters Score -882060.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -882064.812500 Penalty: 4512.475098
	Iteration 41Q: 3 clusters Score -882064.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -882069.562500 Penalty: 4512.475098
	Iteration 42Q: 3 clusters Score -882069.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -882073.687500 Penalty: 4512.475098
	Iteration 43Q: 3 clusters Score -882073.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -882079.312500 Penalty: 4512.475098
	Iteration 44Q: 3 clusters Score -882079.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -882085.562500 Penalty: 4512.475098
	Iteration 45Q: 3 clusters Score -882085.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -882089.750000 Penalty: 4512.475098
	Iteration 46Q: 3 clusters Score -882089.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -882093.062500 Penalty: 4512.475098
	Iteration 47Q: 3 clusters Score -882093.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -882098.875000 Penalty: 4512.475098
	Iteration 48Q: 3 clusters Score -882098.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -882102.937500 Penalty: 4512.475098
	Iteration 49Q: 3 clusters Score -882102.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -882105.437500 Penalty: 4512.475098
	Iteration 50Q: 3 clusters Score -882105.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -882113.250000 Penalty: 4512.475098
	Iteration 51Q: 3 clusters Score -882113.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -882118.062500 Penalty: 4512.475098
	Iteration 52Q: 3 clusters Score -882118.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -882123.062500 Penalty: 4512.475098
	Iteration 53Q: 3 clusters Score -882123.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -882129.375000 Penalty: 4512.475098
	Iteration 54Q: 3 clusters Score -882129.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -882130.875000 Penalty: 4512.475098
	Iteration 55Q: 3 clusters Score -882130.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -882136.750000 Penalty: 4512.475098
	Iteration 56Q: 3 clusters Score -882136.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -882141.500000 Penalty: 4512.475098
	Iteration 57Q: 3 clusters Score -882141.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -882145.562500 Penalty: 4512.475098
	Iteration 58Q: 3 clusters Score -882145.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -882150.250000 Penalty: 4512.475098
	Iteration 59Q: 3 clusters Score -882150.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -882155.000000 Penalty: 4512.475098
	Iteration 60F: 3 clusters Score -882155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -882158.187500 Penalty: 4512.475098
	Iteration 61Q: 3 clusters Score -882158.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -882160.875000 Penalty: 4512.475098
	Iteration 62Q: 3 clusters Score -882160.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -882164.687500 Penalty: 4512.475098
	Iteration 63Q: 3 clusters Score -882164.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -882170.750000 Penalty: 4512.475098
	Iteration 64Q: 3 clusters Score -882170.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -882173.375000 Penalty: 4512.475098
	Iteration 65Q: 3 clusters Score -882173.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -882175.000000 Penalty: 4512.475098
	Iteration 66Q: 3 clusters Score -882175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -882175.250000 Penalty: 4512.475098
	Iteration 67Q: 3 clusters Score -882175.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -882178.625000 Penalty: 4512.475098
	Iteration 68Q: 3 clusters Score -882178.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -882179.750000 Penalty: 4512.475098
	Iteration 69Q: 3 clusters Score -882179.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -882184.000000 Penalty: 4512.475098
	Iteration 70Q: 3 clusters Score -882184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -882186.000000 Penalty: 4512.475098
	Iteration 71Q: 3 clusters Score -882186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -882187.437500 Penalty: 4512.475098
	Iteration 72Q: 3 clusters Score -882187.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -882186.750000 Penalty: 4512.475098
	Iteration 73Q: 3 clusters Score -882186.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -882188.625000 Penalty: 4512.475098
	Iteration 74Q: 3 clusters Score -882188.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -882189.312500 Penalty: 4512.475098
	Iteration 75Q: 3 clusters Score -882189.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -882189.312500 Penalty: 4512.475098
	Iteration 76F: 3 clusters Score -882189.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Entering Unmasked Estep 
Score: -4332857.500000 Penalty: 2605.154785
	Iteration 0F: 2 clusters Score -4332858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -4307922.000000 Penalty: 5210.309570
	Iteration 0F: 3 clusters Score -4307922 nChanged 16685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -4317189.500000 Penalty: 5210.309570
	Iteration 1F: 3 clusters Score -4317190 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -4317770.500000 Penalty: 5210.309570
	Iteration 2Q: 3 clusters Score -4317770 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -4318408.500000 Penalty: 5210.309570
	Iteration 3Q: 3 clusters Score -4318408 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4319143.500000 Penalty: 5210.309570
	Iteration 4Q: 3 clusters Score -4319144 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -4320057.000000 Penalty: 5210.309570
	Iteration 5F: 3 clusters Score -4320057 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -4321267.500000 Penalty: 5210.309570
	Iteration 6F: 3 clusters Score -4321268 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23011 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -4322841.000000 Penalty: 5210.309570
	Iteration 7F: 3 clusters Score -4322841 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -4324763.500000 Penalty: 5210.309570
	Iteration 8F: 3 clusters Score -4324764 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25541 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -4326671.000000 Penalty: 5210.309570
	Iteration 9F: 3 clusters Score -4326671 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4327838.000000 Penalty: 5210.309570
	Iteration 10Q: 3 clusters Score -4327838 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -4328338.000000 Penalty: 5210.309570
	Iteration 11Q: 3 clusters Score -4328338 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -4328576.000000 Penalty: 5210.309570
	Iteration 12Q: 3 clusters Score -4328576 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -4328758.500000 Penalty: 5210.309570
	Iteration 13Q: 3 clusters Score -4328758 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -4328888.500000 Penalty: 5210.309570
	Iteration 14Q: 3 clusters Score -4328888 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -4328999.000000 Penalty: 5210.309570
	Iteration 15Q: 3 clusters Score -4328999 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -4329112.000000 Penalty: 5210.309570
	Iteration 16Q: 3 clusters Score -4329112 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -4329203.500000 Penalty: 5210.309570
	Iteration 17Q: 3 clusters Score -4329204 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -4329283.500000 Penalty: 5210.309570
	Iteration 18Q: 3 clusters Score -4329284 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4329372.000000 Penalty: 5210.309570
	Iteration 19Q: 3 clusters Score -4329372 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -4329443.500000 Penalty: 5210.309570
	Iteration 20F: 3 clusters Score -4329444 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -4329541.000000 Penalty: 5210.309570
	Iteration 21Q: 3 clusters Score -4329541 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -4329611.000000 Penalty: 5210.309570
	Iteration 22Q: 3 clusters Score -4329611 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30947 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -4329703.500000 Penalty: 5210.309570
	Iteration 23Q: 3 clusters Score -4329704 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31208 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -4329776.000000 Penalty: 5210.309570
	Iteration 24Q: 3 clusters Score -4329776 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -4329875.000000 Penalty: 5210.309570
	Iteration 25Q: 3 clusters Score -4329875 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -4329959.000000 Penalty: 5210.309570
	Iteration 26Q: 3 clusters Score -4329959 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -4330026.000000 Penalty: 5210.309570
	Iteration 27Q: 3 clusters Score -4330026 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32171 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -4330080.000000 Penalty: 5210.309570
	Iteration 28Q: 3 clusters Score -4330080 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -4330142.000000 Penalty: 5210.309570
	Iteration 29Q: 3 clusters Score -4330142 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32521 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -4330193.000000 Penalty: 5210.309570
	Iteration 30Q: 3 clusters Score -4330193 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32676 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -4330231.000000 Penalty: 5210.309570
	Iteration 31Q: 3 clusters Score -4330231 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32827 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -4330266.000000 Penalty: 5210.309570
	Iteration 32Q: 3 clusters Score -4330266 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32953 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -4330303.500000 Penalty: 5210.309570
	Iteration 33Q: 3 clusters Score -4330304 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -4330353.500000 Penalty: 5210.309570
	Iteration 34Q: 3 clusters Score -4330354 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4330388.500000 Penalty: 5210.309570
	Iteration 35Q: 3 clusters Score -4330388 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -4330428.000000 Penalty: 5210.309570
	Iteration 36Q: 3 clusters Score -4330428 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -4330474.000000 Penalty: 5210.309570
	Iteration 37Q: 3 clusters Score -4330474 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -4330498.000000 Penalty: 5210.309570
	Iteration 38Q: 3 clusters Score -4330498 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4330522.000000 Penalty: 5210.309570
	Iteration 39Q: 3 clusters Score -4330522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -4330560.500000 Penalty: 5210.309570
	Iteration 40F: 3 clusters Score -4330560 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33865 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -4330574.500000 Penalty: 5210.309570
	Iteration 41Q: 3 clusters Score -4330574 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4330578.500000 Penalty: 5210.309570
	Iteration 42Q: 3 clusters Score -4330578 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4330585.500000 Penalty: 5210.309570
	Iteration 43Q: 3 clusters Score -4330586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34035 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -4330608.500000 Penalty: 5210.309570
	Iteration 44Q: 3 clusters Score -4330608 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34079 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -4330616.000000 Penalty: 5210.309570
	Iteration 45Q: 3 clusters Score -4330616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -4330623.500000 Penalty: 5210.309570
	Iteration 46Q: 3 clusters Score -4330624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34143 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -4330631.500000 Penalty: 5210.309570
	Iteration 47Q: 3 clusters Score -4330632 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34176 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -4330650.500000 Penalty: 5210.309570
	Iteration 48Q: 3 clusters Score -4330650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34199 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -4330655.000000 Penalty: 5210.309570
	Iteration 49Q: 3 clusters Score -4330655 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -4330666.500000 Penalty: 5210.309570
	Iteration 50Q: 3 clusters Score -4330666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34259 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -4330680.500000 Penalty: 5210.309570
	Iteration 51Q: 3 clusters Score -4330680 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34282 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -4330684.500000 Penalty: 5210.309570
	Iteration 52Q: 3 clusters Score -4330684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34304 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -4330682.000000 Penalty: 5210.309570
	Iteration 53Q: 3 clusters Score -4330682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34325 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -4330687.500000 Penalty: 5210.309570
	Iteration 54Q: 3 clusters Score -4330688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -4330701.500000 Penalty: 5210.309570
	Iteration 55Q: 3 clusters Score -4330702 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -4330712.000000 Penalty: 5210.309570
	Iteration 56Q: 3 clusters Score -4330712 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4330712.000000 Penalty: 5210.309570
	Iteration 57Q: 3 clusters Score -4330712 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -4330721.500000 Penalty: 5210.309570
	Iteration 58Q: 3 clusters Score -4330722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -4330718.000000 Penalty: 5210.309570
	Iteration 59Q: 3 clusters Score -4330718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -4330717.000000 Penalty: 5210.309570
	Iteration 60F: 3 clusters Score -4330717 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34445 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -4330725.000000 Penalty: 5210.309570
	Iteration 61Q: 3 clusters Score -4330725 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -4330726.500000 Penalty: 5210.309570
	Iteration 62Q: 3 clusters Score -4330726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -4330728.000000 Penalty: 5210.309570
	Iteration 63Q: 3 clusters Score -4330728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34482 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -4330727.000000 Penalty: 5210.309570
	Iteration 64Q: 3 clusters Score -4330727 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34495 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -4330723.500000 Penalty: 5210.309570
	Iteration 65Q: 3 clusters Score -4330724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34504 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4330726.000000 Penalty: 5210.309570
	Iteration 66Q: 3 clusters Score -4330726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34511 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4330729.500000 Penalty: 5210.309570
	Iteration 67Q: 3 clusters Score -4330730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -4330734.500000 Penalty: 5210.309570
	Iteration 68Q: 3 clusters Score -4330734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34523 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -4330737.500000 Penalty: 5210.309570
	Iteration 69Q: 3 clusters Score -4330738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -4330738.000000 Penalty: 5210.309570
	Iteration 70Q: 3 clusters Score -4330738 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -4330734.000000 Penalty: 5210.309570
	Iteration 71Q: 3 clusters Score -4330734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34541 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -4330732.500000 Penalty: 5210.309570
	Iteration 72Q: 3 clusters Score -4330732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34546 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -4330733.500000 Penalty: 5210.309570
	Iteration 73Q: 3 clusters Score -4330734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -4330735.000000 Penalty: 5210.309570
	Iteration 74Q: 3 clusters Score -4330735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34555 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -4330733.500000 Penalty: 5210.309570
	Iteration 75Q: 3 clusters Score -4330734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34556 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -4330738.500000 Penalty: 5210.309570
	Iteration 76Q: 3 clusters Score -4330738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -4330735.000000 Penalty: 5210.309570
	Iteration 77Q: 3 clusters Score -4330735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34560 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -4330732.000000 Penalty: 5210.309570
	Iteration 78Q: 3 clusters Score -4330732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34562 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -4330734.500000 Penalty: 5210.309570
	Iteration 79Q: 3 clusters Score -4330734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34565 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4330734.000000 Penalty: 5210.309570
	Iteration 80F: 3 clusters Score -4330734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4330736.000000 Penalty: 5210.309570
	Iteration 81Q: 3 clusters Score -4330736 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -4330736.000000 Penalty: 5210.309570
	Iteration 82F: 3 clusters Score -4330736 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (35390 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Entering Unmasked Estep 
Score: -3953671.750000 Penalty: 2597.597900
	Iteration 0F: 2 clusters Score -3953672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 17644 members 
Entering Unmasked Estep 
Score: -3929683.500000 Penalty: 5195.195801
	Iteration 0F: 3 clusters Score -3929684 nChanged 16154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -3938586.000000 Penalty: 5195.195801
	Iteration 1F: 3 clusters Score -3938586 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3939122.750000 Penalty: 5195.195801
	Iteration 2Q: 3 clusters Score -3939123 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -3939629.000000 Penalty: 5195.195801
	Iteration 3Q: 3 clusters Score -3939629 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3940123.750000 Penalty: 5195.195801
	Iteration 4Q: 3 clusters Score -3940124 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -3940707.500000 Penalty: 5195.195801
	Iteration 5Q: 3 clusters Score -3940708 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -3941375.000000 Penalty: 5195.195801
	Iteration 6Q: 3 clusters Score -3941375 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 15041 members 
Entering Unmasked Estep 
Score: -3942312.500000 Penalty: 5195.195801
	Iteration 7Q: 3 clusters Score -3942312 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21241 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -3943567.250000 Penalty: 5195.195801
	Iteration 8F: 3 clusters Score -3943567 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -3945119.500000 Penalty: 5195.195801
	Iteration 9F: 3 clusters Score -3945120 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -3946854.250000 Penalty: 5195.195801
	Iteration 10F: 3 clusters Score -3946854 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -3948442.500000 Penalty: 5195.195801
	Iteration 11F: 3 clusters Score -3948442 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -3949409.250000 Penalty: 5195.195801
	Iteration 12Q: 3 clusters Score -3949409 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24564 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -3949885.000000 Penalty: 5195.195801
	Iteration 13Q: 3 clusters Score -3949885 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -3950129.750000 Penalty: 5195.195801
	Iteration 14Q: 3 clusters Score -3950130 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -3950309.750000 Penalty: 5195.195801
	Iteration 15Q: 3 clusters Score -3950310 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24917 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -3950479.000000 Penalty: 5195.195801
	Iteration 16Q: 3 clusters Score -3950479 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24962 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3950605.000000 Penalty: 5195.195801
	Iteration 17Q: 3 clusters Score -3950605 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25007 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3950739.000000 Penalty: 5195.195801
	Iteration 18Q: 3 clusters Score -3950739 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -3950836.000000 Penalty: 5195.195801
	Iteration 19Q: 3 clusters Score -3950836 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24976 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -3950902.500000 Penalty: 5195.195801
	Iteration 20F: 3 clusters Score -3950902 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24934 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -3950966.000000 Penalty: 5195.195801
	Iteration 21Q: 3 clusters Score -3950966 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24877 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -3951011.500000 Penalty: 5195.195801
	Iteration 22Q: 3 clusters Score -3951012 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24798 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -3951062.500000 Penalty: 5195.195801
	Iteration 23Q: 3 clusters Score -3951062 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -3951085.500000 Penalty: 5195.195801
	Iteration 24Q: 3 clusters Score -3951086 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -3951127.750000 Penalty: 5195.195801
	Iteration 25Q: 3 clusters Score -3951128 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24464 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -3951154.750000 Penalty: 5195.195801
	Iteration 26Q: 3 clusters Score -3951155 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 11028 members 
Entering Unmasked Estep 
Score: -3951179.750000 Penalty: 5195.195801
	Iteration 27Q: 3 clusters Score -3951180 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3951195.500000 Penalty: 5195.195801
	Iteration 28Q: 3 clusters Score -3951196 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24181 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -3951216.250000 Penalty: 5195.195801
	Iteration 29Q: 3 clusters Score -3951216 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3951234.750000 Penalty: 5195.195801
	Iteration 30Q: 3 clusters Score -3951235 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 11363 members 
Entering Unmasked Estep 
Score: -3951236.500000 Penalty: 5195.195801
	Iteration 31Q: 3 clusters Score -3951236 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -3951251.000000 Penalty: 5195.195801
	Iteration 32Q: 3 clusters Score -3951251 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -3951253.250000 Penalty: 5195.195801
	Iteration 33Q: 3 clusters Score -3951253 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -3951262.500000 Penalty: 5195.195801
	Iteration 34Q: 3 clusters Score -3951262 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23781 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -3951274.750000 Penalty: 5195.195801
	Iteration 35Q: 3 clusters Score -3951275 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23726 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -3951285.750000 Penalty: 5195.195801
	Iteration 36Q: 3 clusters Score -3951286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -3951302.250000 Penalty: 5195.195801
	Iteration 37Q: 3 clusters Score -3951302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 11791 members 
Entering Unmasked Estep 
Score: -3951309.250000 Penalty: 5195.195801
	Iteration 38Q: 3 clusters Score -3951309 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3951299.750000 Penalty: 5195.195801
	Iteration 39Q: 3 clusters Score -3951300 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -3951309.750000 Penalty: 5195.195801
	Iteration 40F: 3 clusters Score -3951310 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -3951323.750000 Penalty: 5195.195801
	Iteration 41Q: 3 clusters Score -3951324 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23418 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -3951322.750000 Penalty: 5195.195801
	Iteration 42Q: 3 clusters Score -3951323 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -3951327.250000 Penalty: 5195.195801
	Iteration 43Q: 3 clusters Score -3951327 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3951324.000000 Penalty: 5195.195801
	Iteration 44Q: 3 clusters Score -3951324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3951325.250000 Penalty: 5195.195801
	Iteration 45Q: 3 clusters Score -3951325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -3951331.750000 Penalty: 5195.195801
	Iteration 46Q: 3 clusters Score -3951332 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -3951333.250000 Penalty: 5195.195801
	Iteration 47Q: 3 clusters Score -3951333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Mstep: Class 2 contains 12130 members 
Entering Unmasked Estep 
Score: -3951332.500000 Penalty: 5195.195801
	Iteration 48Q: 3 clusters Score -3951332 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 12152 members 
Entering Unmasked Estep 
Score: -3951330.500000 Penalty: 5195.195801
	Iteration 49Q: 3 clusters Score -3951330 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23216 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -3951339.250000 Penalty: 5195.195801
	Iteration 50Q: 3 clusters Score -3951339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -3951344.500000 Penalty: 5195.195801
	Iteration 51Q: 3 clusters Score -3951344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3951339.500000 Penalty: 5195.195801
	Iteration 52Q: 3 clusters Score -3951340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -3951331.500000 Penalty: 5195.195801
	Iteration 53Q: 3 clusters Score -3951332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -3951339.500000 Penalty: 5195.195801
	Iteration 54Q: 3 clusters Score -3951340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -3951340.000000 Penalty: 5195.195801
	Iteration 55Q: 3 clusters Score -3951340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23144 members 
Mstep: Class 2 contains 12246 members 
Entering Unmasked Estep 
Score: -3951339.500000 Penalty: 5195.195801
	Iteration 56Q: 3 clusters Score -3951340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -3951338.750000 Penalty: 5195.195801
	Iteration 57Q: 3 clusters Score -3951339 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23135 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -3951338.500000 Penalty: 5195.195801
	Iteration 58Q: 3 clusters Score -3951338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23132 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -3951342.000000 Penalty: 5195.195801
	Iteration 59Q: 3 clusters Score -3951342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3951344.750000 Penalty: 5195.195801
	Iteration 60F: 3 clusters Score -3951345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3951346.500000 Penalty: 5195.195801
	Iteration 61Q: 3 clusters Score -3951346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -3951347.500000 Penalty: 5195.195801
	Iteration 62Q: 3 clusters Score -3951348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3951345.250000 Penalty: 5195.195801
	Iteration 63Q: 3 clusters Score -3951345 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -3951345.250000 Penalty: 5195.195801
	Iteration 64F: 3 clusters Score -3951345 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53880 members 
Entering Unmasked Estep 
Score: -6422106.500000 Penalty: 2701.839844
	Iteration 0F: 2 clusters Score -6422106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -6385633.000000 Penalty: 5403.679688
	Iteration 0F: 3 clusters Score -6385633 nChanged 24945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 26983 members 
Entering Unmasked Estep 
Score: -6399502.500000 Penalty: 5403.679688
	Iteration 1F: 3 clusters Score -6399502 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -6400183.000000 Penalty: 5403.679688
	Iteration 2Q: 3 clusters Score -6400183 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -6401053.000000 Penalty: 5403.679688
	Iteration 3Q: 3 clusters Score -6401053 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 25970 members 
Entering Unmasked Estep 
Score: -6402114.000000 Penalty: 5403.679688
	Iteration 4Q: 3 clusters Score -6402114 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28730 members 
Mstep: Class 2 contains 25150 members 
Entering Unmasked Estep 
Score: -6403658.000000 Penalty: 5403.679688
	Iteration 5F: 3 clusters Score -6403658 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -6405620.000000 Penalty: 5403.679688
	Iteration 6F: 3 clusters Score -6405620 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -6408136.500000 Penalty: 5403.679688
	Iteration 7F: 3 clusters Score -6408136 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33075 members 
Mstep: Class 2 contains 20805 members 
Entering Unmasked Estep 
Score: -6411016.500000 Penalty: 5403.679688
	Iteration 8F: 3 clusters Score -6411016 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34517 members 
Mstep: Class 2 contains 19363 members 
Entering Unmasked Estep 
Score: -6413460.000000 Penalty: 5403.679688
	Iteration 9F: 3 clusters Score -6413460 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35613 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -6414670.500000 Penalty: 5403.679688
	Iteration 10Q: 3 clusters Score -6414670 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36412 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -6415213.500000 Penalty: 5403.679688
	Iteration 11Q: 3 clusters Score -6415214 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -6415481.000000 Penalty: 5403.679688
	Iteration 12Q: 3 clusters Score -6415481 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -6415754.000000 Penalty: 5403.679688
	Iteration 13Q: 3 clusters Score -6415754 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38509 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -6415992.500000 Penalty: 5403.679688
	Iteration 14Q: 3 clusters Score -6415992 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39182 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -6416229.000000 Penalty: 5403.679688
	Iteration 15Q: 3 clusters Score -6416229 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -6416476.500000 Penalty: 5403.679688
	Iteration 16Q: 3 clusters Score -6416476 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -6416672.500000 Penalty: 5403.679688
	Iteration 17Q: 3 clusters Score -6416672 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -6416842.500000 Penalty: 5403.679688
	Iteration 18Q: 3 clusters Score -6416842 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -6417020.000000 Penalty: 5403.679688
	Iteration 19Q: 3 clusters Score -6417020 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -6417262.000000 Penalty: 5403.679688
	Iteration 20F: 3 clusters Score -6417262 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42879 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -6417409.500000 Penalty: 5403.679688
	Iteration 21Q: 3 clusters Score -6417410 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43411 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -6417578.000000 Penalty: 5403.679688
	Iteration 22Q: 3 clusters Score -6417578 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43917 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -6417728.500000 Penalty: 5403.679688
	Iteration 23Q: 3 clusters Score -6417728 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -6417861.500000 Penalty: 5403.679688
	Iteration 24Q: 3 clusters Score -6417862 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -6417990.500000 Penalty: 5403.679688
	Iteration 25Q: 3 clusters Score -6417990 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45431 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -6418153.500000 Penalty: 5403.679688
	Iteration 26Q: 3 clusters Score -6418154 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45927 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -6418295.500000 Penalty: 5403.679688
	Iteration 27Q: 3 clusters Score -6418296 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46373 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -6418434.500000 Penalty: 5403.679688
	Iteration 28Q: 3 clusters Score -6418434 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46801 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -6418574.000000 Penalty: 5403.679688
	Iteration 29Q: 3 clusters Score -6418574 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47204 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -6418643.500000 Penalty: 5403.679688
	Iteration 30Q: 3 clusters Score -6418644 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47588 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -6418750.500000 Penalty: 5403.679688
	Iteration 31Q: 3 clusters Score -6418750 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47926 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -6418865.500000 Penalty: 5403.679688
	Iteration 32Q: 3 clusters Score -6418866 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -6418954.000000 Penalty: 5403.679688
	Iteration 33Q: 3 clusters Score -6418954 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -6419055.000000 Penalty: 5403.679688
	Iteration 34Q: 3 clusters Score -6419055 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48863 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -6419161.500000 Penalty: 5403.679688
	Iteration 35Q: 3 clusters Score -6419162 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49131 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -6419256.000000 Penalty: 5403.679688
	Iteration 36Q: 3 clusters Score -6419256 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49400 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -6419317.500000 Penalty: 5403.679688
	Iteration 37Q: 3 clusters Score -6419318 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49660 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -6419403.000000 Penalty: 5403.679688
	Iteration 38Q: 3 clusters Score -6419403 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49868 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -6419470.500000 Penalty: 5403.679688
	Iteration 39Q: 3 clusters Score -6419470 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50061 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -6419545.500000 Penalty: 5403.679688
	Iteration 40F: 3 clusters Score -6419546 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50248 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -6419583.000000 Penalty: 5403.679688
	Iteration 41Q: 3 clusters Score -6419583 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -6419660.500000 Penalty: 5403.679688
	Iteration 42Q: 3 clusters Score -6419660 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50593 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -6419688.500000 Penalty: 5403.679688
	Iteration 43Q: 3 clusters Score -6419688 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50732 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -6419712.500000 Penalty: 5403.679688
	Iteration 44Q: 3 clusters Score -6419712 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50847 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -6419761.000000 Penalty: 5403.679688
	Iteration 45Q: 3 clusters Score -6419761 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50964 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -6419794.500000 Penalty: 5403.679688
	Iteration 46Q: 3 clusters Score -6419794 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -6419829.000000 Penalty: 5403.679688
	Iteration 47Q: 3 clusters Score -6419829 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -6419855.000000 Penalty: 5403.679688
	Iteration 48Q: 3 clusters Score -6419855 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51261 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -6419894.500000 Penalty: 5403.679688
	Iteration 49Q: 3 clusters Score -6419894 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51338 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -6419918.000000 Penalty: 5403.679688
	Iteration 50Q: 3 clusters Score -6419918 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -6419926.500000 Penalty: 5403.679688
	Iteration 51Q: 3 clusters Score -6419926 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51441 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -6419939.500000 Penalty: 5403.679688
	Iteration 52Q: 3 clusters Score -6419940 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51497 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -6419935.500000 Penalty: 5403.679688
	Iteration 53Q: 3 clusters Score -6419936 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51548 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6419968.500000 Penalty: 5403.679688
	Iteration 54Q: 3 clusters Score -6419968 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51596 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -6419991.000000 Penalty: 5403.679688
	Iteration 55Q: 3 clusters Score -6419991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51641 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6419987.500000 Penalty: 5403.679688
	Iteration 56Q: 3 clusters Score -6419988 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51686 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -6420001.500000 Penalty: 5403.679688
	Iteration 57Q: 3 clusters Score -6420002 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51713 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -6420020.000000 Penalty: 5403.679688
	Iteration 58Q: 3 clusters Score -6420020 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6420027.000000 Penalty: 5403.679688
	Iteration 59Q: 3 clusters Score -6420027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6420028.000000 Penalty: 5403.679688
	Iteration 60F: 3 clusters Score -6420028 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51781 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6420036.000000 Penalty: 5403.679688
	Iteration 61Q: 3 clusters Score -6420036 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51798 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -6420029.500000 Penalty: 5403.679688
	Iteration 62Q: 3 clusters Score -6420030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51806 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -6420029.000000 Penalty: 5403.679688
	Iteration 63Q: 3 clusters Score -6420029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6420023.500000 Penalty: 5403.679688
	Iteration 64Q: 3 clusters Score -6420024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51826 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6420032.000000 Penalty: 5403.679688
	Iteration 65Q: 3 clusters Score -6420032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51840 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -6420036.000000 Penalty: 5403.679688
	Iteration 66Q: 3 clusters Score -6420036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51854 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6420030.500000 Penalty: 5403.679688
	Iteration 67Q: 3 clusters Score -6420030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -6420042.000000 Penalty: 5403.679688
	Iteration 68Q: 3 clusters Score -6420042 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51874 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -6420043.500000 Penalty: 5403.679688
	Iteration 69Q: 3 clusters Score -6420044 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51890 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -6420046.500000 Penalty: 5403.679688
	Iteration 70Q: 3 clusters Score -6420046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51899 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -6420038.000000 Penalty: 5403.679688
	Iteration 71Q: 3 clusters Score -6420038 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51912 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -6420049.000000 Penalty: 5403.679688
	Iteration 72Q: 3 clusters Score -6420049 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -6420047.500000 Penalty: 5403.679688
	Iteration 73Q: 3 clusters Score -6420048 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -6420050.000000 Penalty: 5403.679688
	Iteration 74Q: 3 clusters Score -6420050 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51934 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -6420047.500000 Penalty: 5403.679688
	Iteration 75Q: 3 clusters Score -6420048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51947 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -6420055.500000 Penalty: 5403.679688
	Iteration 76Q: 3 clusters Score -6420056 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51965 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -6420052.000000 Penalty: 5403.679688
	Iteration 77Q: 3 clusters Score -6420052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6420063.000000 Penalty: 5403.679688
	Iteration 78Q: 3 clusters Score -6420063 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52004 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -6420080.000000 Penalty: 5403.679688
	Iteration 79Q: 3 clusters Score -6420080 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52024 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -6420078.500000 Penalty: 5403.679688
	Iteration 80F: 3 clusters Score -6420078 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52039 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6420088.500000 Penalty: 5403.679688
	Iteration 81Q: 3 clusters Score -6420088 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52057 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -6420100.000000 Penalty: 5403.679688
	Iteration 82Q: 3 clusters Score -6420100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52067 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6420106.000000 Penalty: 5403.679688
	Iteration 83Q: 3 clusters Score -6420106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52071 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -6420107.000000 Penalty: 5403.679688
	Iteration 84Q: 3 clusters Score -6420107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6420110.000000 Penalty: 5403.679688
	Iteration 85Q: 3 clusters Score -6420110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6420109.000000 Penalty: 5403.679688
	Iteration 86Q: 3 clusters Score -6420109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -6420109.000000 Penalty: 5403.679688
	Iteration 87F: 3 clusters Score -6420109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (2067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Entering Unmasked Estep 
Score: -218690.578125 Penalty: 1893.195679
	Iteration 0F: 2 clusters Score -218690.6 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 994 members 
Entering Unmasked Estep 
Score: -216054.546875 Penalty: 3786.391357
	Iteration 0F: 3 clusters Score -216054.5 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -216554.265625 Penalty: 3786.391357
	Iteration 1F: 3 clusters Score -216554.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -216747.125000 Penalty: 3786.391357
	Iteration 2F: 3 clusters Score -216747.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -216986.078125 Penalty: 3786.391357
	Iteration 3F: 3 clusters Score -216986.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -217449.968750 Penalty: 3786.391357
	Iteration 4F: 3 clusters Score -217450 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -217980.625000 Penalty: 3786.391357
	Iteration 5F: 3 clusters Score -217980.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -218363.062500 Penalty: 3786.391357
	Iteration 6F: 3 clusters Score -218363.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -218659.093750 Penalty: 3786.391357
	Iteration 7F: 3 clusters Score -218659.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -218779.062500 Penalty: 3786.391357
	Iteration 8Q: 3 clusters Score -218779.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -218853.234375 Penalty: 3786.391357
	Iteration 9Q: 3 clusters Score -218853.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -218941.984375 Penalty: 3786.391357
	Iteration 10Q: 3 clusters Score -218942 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -219021.750000 Penalty: 3786.391357
	Iteration 11Q: 3 clusters Score -219021.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -219083.890625 Penalty: 3786.391357
	Iteration 12Q: 3 clusters Score -219083.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -219100.796875 Penalty: 3786.391357
	Iteration 13Q: 3 clusters Score -219100.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -219112.515625 Penalty: 3786.391357
	Iteration 14Q: 3 clusters Score -219112.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -219116.218750 Penalty: 3786.391357
	Iteration 15Q: 3 clusters Score -219116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -219116.218750 Penalty: 3786.391357
	Iteration 16F: 3 clusters Score -219116.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 18834 members 
Mstep: Class 4 contains 204060 members 
Mstep: Class 5 contains 159730 members 
Mstep: Class 6 contains 217543 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 10 contains 36485 members 
Mstep: Class 11 contains 35390 members 
Mstep: Class 12 contains 53880 members 
Mstep: Class 13 contains 1053 members 
Mstep: Class 14 contains 82592 members 
Mstep: Class 15 contains 19937 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 8933 members 
Mstep: Class 18 contains 201425 members 
Mstep: Class 19 contains 62254 members 
Mstep: Class 20 contains 12417 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196212 members 
Mstep: Class 23 contains 24101 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7405 members 
Mstep: Class 27 contains 22805 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 13280 members 
Mstep: Class 30 contains 871 members 
Mstep: Class 31 contains 1014 members 
Entering Unmasked Estep 
Score: -161453216.000000 Penalty: 108902.257812
Splitting cluster 13 changes total score from -161454320.000000 to -161453216.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (82592 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82592 members 
Entering Unmasked Estep 
Score: -9448001.000000 Penalty: 2807.773682
	Iteration 0F: 2 clusters Score -9448001 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 41363 members 
Entering Unmasked Estep 
Score: -9392519.000000 Penalty: 5615.547363
	Iteration 0F: 3 clusters Score -9392519 nChanged 39018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -9414375.000000 Penalty: 5615.547363
	Iteration 1F: 3 clusters Score -9414375 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -9414907.000000 Penalty: 5615.547363
	Iteration 2Q: 3 clusters Score -9414907 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -9415393.000000 Penalty: 5615.547363
	Iteration 3Q: 3 clusters Score -9415393 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37073 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -9416037.000000 Penalty: 5615.547363
	Iteration 4Q: 3 clusters Score -9416037 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34932 members 
Mstep: Class 2 contains 47660 members 
Entering Unmasked Estep 
Score: -9416870.000000 Penalty: 5615.547363
	Iteration 5Q: 3 clusters Score -9416870 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -9418353.000000 Penalty: 5615.547363
	Iteration 6Q: 3 clusters Score -9418353 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27392 members 
Mstep: Class 2 contains 55200 members 
Entering Unmasked Estep 
Score: -9420932.000000 Penalty: 5615.547363
	Iteration 7F: 3 clusters Score -9420932 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 61111 members 
Entering Unmasked Estep 
Score: -9425305.000000 Penalty: 5615.547363
	Iteration 8F: 3 clusters Score -9425305 nChanged 6933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 68038 members 
Entering Unmasked Estep 
Score: -9431553.000000 Penalty: 5615.547363
	Iteration 9F: 3 clusters Score -9431553 nChanged 6408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 74444 members 
Entering Unmasked Estep 
Score: -9437838.000000 Penalty: 5615.547363
	Iteration 10F: 3 clusters Score -9437838 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 78739 members 
Entering Unmasked Estep 
Score: -9442111.000000 Penalty: 5615.547363
	Iteration 11F: 3 clusters Score -9442111 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 80855 members 
Entering Unmasked Estep 
Score: -9444151.000000 Penalty: 5615.547363
	Iteration 12Q: 3 clusters Score -9444151 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 81647 members 
Entering Unmasked Estep 
Score: -9444905.000000 Penalty: 5615.547363
	Iteration 13Q: 3 clusters Score -9444905 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 81943 members 
Entering Unmasked Estep 
Score: -9445202.000000 Penalty: 5615.547363
	Iteration 14Q: 3 clusters Score -9445202 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -9445322.000000 Penalty: 5615.547363
	Iteration 15Q: 3 clusters Score -9445322 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -9445442.000000 Penalty: 5615.547363
	Iteration 16Q: 3 clusters Score -9445442 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 82153 members 
Entering Unmasked Estep 
Score: -9445483.000000 Penalty: 5615.547363
	Iteration 17Q: 3 clusters Score -9445483 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 82176 members 
Entering Unmasked Estep 
Score: -9445538.000000 Penalty: 5615.547363
	Iteration 18Q: 3 clusters Score -9445538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 82188 members 
Entering Unmasked Estep 
Score: -9445559.000000 Penalty: 5615.547363
	Iteration 19Q: 3 clusters Score -9445559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 82194 members 
Entering Unmasked Estep 
Score: -9445565.000000 Penalty: 5615.547363
	Iteration 20F: 3 clusters Score -9445565 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -9445591.000000 Penalty: 5615.547363
	Iteration 21Q: 3 clusters Score -9445591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -9445615.000000 Penalty: 5615.547363
	Iteration 22Q: 3 clusters Score -9445615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 82197 members 
Entering Unmasked Estep 
Score: -9445622.000000 Penalty: 5615.547363
	Iteration 23Q: 3 clusters Score -9445622 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 82195 members 
Entering Unmasked Estep 
Score: -9445627.000000 Penalty: 5615.547363
	Iteration 24Q: 3 clusters Score -9445627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 82198 members 
Entering Unmasked Estep 
Score: -9445646.000000 Penalty: 5615.547363
	Iteration 25Q: 3 clusters Score -9445646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 82202 members 
Entering Unmasked Estep 
Score: -9445646.000000 Penalty: 5615.547363
	Iteration 26Q: 3 clusters Score -9445646 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 82205 members 
Entering Unmasked Estep 
Score: -9445657.000000 Penalty: 5615.547363
	Iteration 27Q: 3 clusters Score -9445657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -9445666.000000 Penalty: 5615.547363
	Iteration 28Q: 3 clusters Score -9445666 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 82212 members 
Entering Unmasked Estep 
Score: -9445680.000000 Penalty: 5615.547363
	Iteration 29Q: 3 clusters Score -9445680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 82214 members 
Entering Unmasked Estep 
Score: -9445699.000000 Penalty: 5615.547363
	Iteration 30Q: 3 clusters Score -9445699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 82211 members 
Entering Unmasked Estep 
Score: -9445704.000000 Penalty: 5615.547363
	Iteration 31Q: 3 clusters Score -9445704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -9445709.000000 Penalty: 5615.547363
	Iteration 32Q: 3 clusters Score -9445709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 82213 members 
Entering Unmasked Estep 
Score: -9445716.000000 Penalty: 5615.547363
	Iteration 33Q: 3 clusters Score -9445716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -9445727.000000 Penalty: 5615.547363
	Iteration 34Q: 3 clusters Score -9445727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 82220 members 
Entering Unmasked Estep 
Score: -9445743.000000 Penalty: 5615.547363
	Iteration 35Q: 3 clusters Score -9445743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 82224 members 
Entering Unmasked Estep 
Score: -9445758.000000 Penalty: 5615.547363
	Iteration 36Q: 3 clusters Score -9445758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 82223 members 
Entering Unmasked Estep 
Score: -9445757.000000 Penalty: 5615.547363
	Iteration 37Q: 3 clusters Score -9445757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 82224 members 
Entering Unmasked Estep 
Score: -9445767.000000 Penalty: 5615.547363
	Iteration 38Q: 3 clusters Score -9445767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 82228 members 
Entering Unmasked Estep 
Score: -9445768.000000 Penalty: 5615.547363
	Iteration 39Q: 3 clusters Score -9445768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -9445776.000000 Penalty: 5615.547363
	Iteration 40F: 3 clusters Score -9445776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 82236 members 
Entering Unmasked Estep 
Score: -9445771.000000 Penalty: 5615.547363
	Iteration 41Q: 3 clusters Score -9445771 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -9445776.000000 Penalty: 5615.547363
	Iteration 42Q: 3 clusters Score -9445776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 82235 members 
Entering Unmasked Estep 
Score: -9445781.000000 Penalty: 5615.547363
	Iteration 43Q: 3 clusters Score -9445781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -9445782.000000 Penalty: 5615.547363
	Iteration 44Q: 3 clusters Score -9445782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 82231 members 
Entering Unmasked Estep 
Score: -9445793.000000 Penalty: 5615.547363
	Iteration 45Q: 3 clusters Score -9445793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -9445797.000000 Penalty: 5615.547363
	Iteration 46Q: 3 clusters Score -9445797 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 82233 members 
Entering Unmasked Estep 
Score: -9445797.000000 Penalty: 5615.547363
	Iteration 47F: 3 clusters Score -9445797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Entering Unmasked Estep 
Score: -2234843.250000 Penalty: 2455.282471
	Iteration 0F: 2 clusters Score -2234843 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2220794.000000 Penalty: 4910.564941
	Iteration 0F: 3 clusters Score -2220794 nChanged 8811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -2225589.750000 Penalty: 4910.564941
	Iteration 1F: 3 clusters Score -2225590 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -2226213.250000 Penalty: 4910.564941
	Iteration 2F: 3 clusters Score -2226213 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2226914.000000 Penalty: 4910.564941
	Iteration 3F: 3 clusters Score -2226914 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -2227696.000000 Penalty: 4910.564941
	Iteration 4F: 3 clusters Score -2227696 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2228493.750000 Penalty: 4910.564941
	Iteration 5F: 3 clusters Score -2228494 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 8495 members 
Entering Unmasked Estep 
Score: -2229143.500000 Penalty: 4910.564941
	Iteration 6F: 3 clusters Score -2229144 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -2229636.500000 Penalty: 4910.564941
	Iteration 7F: 3 clusters Score -2229636 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -2230006.000000 Penalty: 4910.564941
	Iteration 8Q: 3 clusters Score -2230006 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -2230309.000000 Penalty: 4910.564941
	Iteration 9Q: 3 clusters Score -2230309 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -2230547.250000 Penalty: 4910.564941
	Iteration 10Q: 3 clusters Score -2230547 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2230744.250000 Penalty: 4910.564941
	Iteration 11Q: 3 clusters Score -2230744 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -2230909.250000 Penalty: 4910.564941
	Iteration 12Q: 3 clusters Score -2230909 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12655 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2231048.250000 Penalty: 4910.564941
	Iteration 13Q: 3 clusters Score -2231048 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -2231193.000000 Penalty: 4910.564941
	Iteration 14Q: 3 clusters Score -2231193 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12919 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2231310.750000 Penalty: 4910.564941
	Iteration 15Q: 3 clusters Score -2231311 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2231402.500000 Penalty: 4910.564941
	Iteration 16Q: 3 clusters Score -2231402 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -2231471.500000 Penalty: 4910.564941
	Iteration 17Q: 3 clusters Score -2231472 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2231542.250000 Penalty: 4910.564941
	Iteration 18Q: 3 clusters Score -2231542 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -2231585.000000 Penalty: 4910.564941
	Iteration 19Q: 3 clusters Score -2231585 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2231630.750000 Penalty: 4910.564941
	Iteration 20F: 3 clusters Score -2231631 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2231672.250000 Penalty: 4910.564941
	Iteration 21Q: 3 clusters Score -2231672 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -2231697.000000 Penalty: 4910.564941
	Iteration 22Q: 3 clusters Score -2231697 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13636 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2231726.250000 Penalty: 4910.564941
	Iteration 23Q: 3 clusters Score -2231726 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -2231746.750000 Penalty: 4910.564941
	Iteration 24Q: 3 clusters Score -2231747 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2231770.500000 Penalty: 4910.564941
	Iteration 25Q: 3 clusters Score -2231770 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -2231793.500000 Penalty: 4910.564941
	Iteration 26Q: 3 clusters Score -2231794 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13827 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -2231802.500000 Penalty: 4910.564941
	Iteration 27Q: 3 clusters Score -2231802 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13870 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -2231829.500000 Penalty: 4910.564941
	Iteration 28Q: 3 clusters Score -2231830 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2231832.500000 Penalty: 4910.564941
	Iteration 29Q: 3 clusters Score -2231832 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2231856.250000 Penalty: 4910.564941
	Iteration 30Q: 3 clusters Score -2231856 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2231876.250000 Penalty: 4910.564941
	Iteration 31Q: 3 clusters Score -2231876 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -2231891.000000 Penalty: 4910.564941
	Iteration 32Q: 3 clusters Score -2231891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2231923.000000 Penalty: 4910.564941
	Iteration 33Q: 3 clusters Score -2231923 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2231939.250000 Penalty: 4910.564941
	Iteration 34Q: 3 clusters Score -2231939 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -2231955.750000 Penalty: 4910.564941
	Iteration 35Q: 3 clusters Score -2231956 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14390 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2231976.500000 Penalty: 4910.564941
	Iteration 36Q: 3 clusters Score -2231976 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -2231982.250000 Penalty: 4910.564941
	Iteration 37Q: 3 clusters Score -2231982 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -2232000.000000 Penalty: 4910.564941
	Iteration 38Q: 3 clusters Score -2232000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -2232015.750000 Penalty: 4910.564941
	Iteration 39Q: 3 clusters Score -2232016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2232028.250000 Penalty: 4910.564941
	Iteration 40F: 3 clusters Score -2232028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2232048.750000 Penalty: 4910.564941
	Iteration 41Q: 3 clusters Score -2232049 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -2232052.500000 Penalty: 4910.564941
	Iteration 42Q: 3 clusters Score -2232052 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -2232062.500000 Penalty: 4910.564941
	Iteration 43Q: 3 clusters Score -2232062 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14869 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -2232070.250000 Penalty: 4910.564941
	Iteration 44Q: 3 clusters Score -2232070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2232074.250000 Penalty: 4910.564941
	Iteration 45Q: 3 clusters Score -2232074 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2232078.250000 Penalty: 4910.564941
	Iteration 46Q: 3 clusters Score -2232078 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -2232087.000000 Penalty: 4910.564941
	Iteration 47Q: 3 clusters Score -2232087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -2232093.000000 Penalty: 4910.564941
	Iteration 48Q: 3 clusters Score -2232093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -2232103.500000 Penalty: 4910.564941
	Iteration 49Q: 3 clusters Score -2232104 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -2232106.750000 Penalty: 4910.564941
	Iteration 50Q: 3 clusters Score -2232107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2232113.750000 Penalty: 4910.564941
	Iteration 51Q: 3 clusters Score -2232114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -2232118.250000 Penalty: 4910.564941
	Iteration 52Q: 3 clusters Score -2232118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -2232122.500000 Penalty: 4910.564941
	Iteration 53Q: 3 clusters Score -2232122 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -2232123.750000 Penalty: 4910.564941
	Iteration 54Q: 3 clusters Score -2232124 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2232133.500000 Penalty: 4910.564941
	Iteration 55Q: 3 clusters Score -2232134 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -2232134.000000 Penalty: 4910.564941
	Iteration 56Q: 3 clusters Score -2232134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -2232141.500000 Penalty: 4910.564941
	Iteration 57Q: 3 clusters Score -2232142 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15388 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -2232145.500000 Penalty: 4910.564941
	Iteration 58Q: 3 clusters Score -2232146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -2232159.250000 Penalty: 4910.564941
	Iteration 59Q: 3 clusters Score -2232159 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -2232163.750000 Penalty: 4910.564941
	Iteration 60F: 3 clusters Score -2232164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -2232176.250000 Penalty: 4910.564941
	Iteration 61Q: 3 clusters Score -2232176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -2232196.000000 Penalty: 4910.564941
	Iteration 62Q: 3 clusters Score -2232196 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15634 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2232205.000000 Penalty: 4910.564941
	Iteration 63Q: 3 clusters Score -2232205 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2232222.250000 Penalty: 4910.564941
	Iteration 64Q: 3 clusters Score -2232222 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -2232230.250000 Penalty: 4910.564941
	Iteration 65Q: 3 clusters Score -2232230 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -2232243.500000 Penalty: 4910.564941
	Iteration 66Q: 3 clusters Score -2232244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -2232246.750000 Penalty: 4910.564941
	Iteration 67Q: 3 clusters Score -2232247 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -2232262.750000 Penalty: 4910.564941
	Iteration 68Q: 3 clusters Score -2232263 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2232279.750000 Penalty: 4910.564941
	Iteration 69Q: 3 clusters Score -2232280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -2232295.000000 Penalty: 4910.564941
	Iteration 70Q: 3 clusters Score -2232295 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -2232305.500000 Penalty: 4910.564941
	Iteration 71Q: 3 clusters Score -2232306 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -2232310.250000 Penalty: 4910.564941
	Iteration 72Q: 3 clusters Score -2232310 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -2232321.750000 Penalty: 4910.564941
	Iteration 73Q: 3 clusters Score -2232322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2232320.500000 Penalty: 4910.564941
	Iteration 74Q: 3 clusters Score -2232320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2232323.750000 Penalty: 4910.564941
	Iteration 75Q: 3 clusters Score -2232324 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 3773 members 
Entering Unmasked Estep 
Score: -2232332.750000 Penalty: 4910.564941
	Iteration 76Q: 3 clusters Score -2232333 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -2232339.250000 Penalty: 4910.564941
	Iteration 77Q: 3 clusters Score -2232339 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16201 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -2232334.000000 Penalty: 4910.564941
	Iteration 78Q: 3 clusters Score -2232334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16213 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -2232336.500000 Penalty: 4910.564941
	Iteration 79Q: 3 clusters Score -2232336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2232342.250000 Penalty: 4910.564941
	Iteration 80F: 3 clusters Score -2232342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -2232343.500000 Penalty: 4910.564941
	Iteration 81Q: 3 clusters Score -2232344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16246 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -2232345.750000 Penalty: 4910.564941
	Iteration 82Q: 3 clusters Score -2232346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -2232350.750000 Penalty: 4910.564941
	Iteration 83Q: 3 clusters Score -2232351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16278 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2232348.500000 Penalty: 4910.564941
	Iteration 84Q: 3 clusters Score -2232348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -2232355.750000 Penalty: 4910.564941
	Iteration 85Q: 3 clusters Score -2232356 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -2232361.750000 Penalty: 4910.564941
	Iteration 86Q: 3 clusters Score -2232362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -2232362.750000 Penalty: 4910.564941
	Iteration 87Q: 3 clusters Score -2232363 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16392 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -2232372.500000 Penalty: 4910.564941
	Iteration 88Q: 3 clusters Score -2232372 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16418 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2232371.000000 Penalty: 4910.564941
	Iteration 89Q: 3 clusters Score -2232371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16452 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -2232375.750000 Penalty: 4910.564941
	Iteration 90Q: 3 clusters Score -2232376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -2232386.250000 Penalty: 4910.564941
	Iteration 91Q: 3 clusters Score -2232386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2232398.750000 Penalty: 4910.564941
	Iteration 92Q: 3 clusters Score -2232399 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -2232406.250000 Penalty: 4910.564941
	Iteration 93Q: 3 clusters Score -2232406 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -2232415.500000 Penalty: 4910.564941
	Iteration 94Q: 3 clusters Score -2232416 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2232424.750000 Penalty: 4910.564941
	Iteration 95Q: 3 clusters Score -2232425 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2232435.500000 Penalty: 4910.564941
	Iteration 96Q: 3 clusters Score -2232436 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16685 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2232434.500000 Penalty: 4910.564941
	Iteration 97Q: 3 clusters Score -2232434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2232440.000000 Penalty: 4910.564941
	Iteration 98Q: 3 clusters Score -2232440 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2232445.750000 Penalty: 4910.564941
	Iteration 99Q: 3 clusters Score -2232446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16763 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -2232448.250000 Penalty: 4910.564941
	Iteration 100F: 3 clusters Score -2232448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -2232450.750000 Penalty: 4910.564941
	Iteration 101Q: 3 clusters Score -2232451 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2232456.750000 Penalty: 4910.564941
	Iteration 102Q: 3 clusters Score -2232457 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -2232455.750000 Penalty: 4910.564941
	Iteration 103Q: 3 clusters Score -2232456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2232455.250000 Penalty: 4910.564941
	Iteration 104Q: 3 clusters Score -2232455 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2232459.250000 Penalty: 4910.564941
	Iteration 105Q: 3 clusters Score -2232459 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -2232467.750000 Penalty: 4910.564941
	Iteration 106Q: 3 clusters Score -2232468 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2232468.750000 Penalty: 4910.564941
	Iteration 107Q: 3 clusters Score -2232469 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16939 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2232474.000000 Penalty: 4910.564941
	Iteration 108Q: 3 clusters Score -2232474 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16962 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -2232476.500000 Penalty: 4910.564941
	Iteration 109Q: 3 clusters Score -2232476 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 2958 members 
Entering Unmasked Estep 
Score: -2232481.250000 Penalty: 4910.564941
	Iteration 110Q: 3 clusters Score -2232481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -2232488.000000 Penalty: 4910.564941
	Iteration 111Q: 3 clusters Score -2232488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2232492.750000 Penalty: 4910.564941
	Iteration 112Q: 3 clusters Score -2232493 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -2232494.250000 Penalty: 4910.564941
	Iteration 113Q: 3 clusters Score -2232494 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2232495.500000 Penalty: 4910.564941
	Iteration 114Q: 3 clusters Score -2232496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -2232501.500000 Penalty: 4910.564941
	Iteration 115Q: 3 clusters Score -2232502 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2232502.500000 Penalty: 4910.564941
	Iteration 116Q: 3 clusters Score -2232502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -2232505.000000 Penalty: 4910.564941
	Iteration 117Q: 3 clusters Score -2232505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -2232506.500000 Penalty: 4910.564941
	Iteration 118Q: 3 clusters Score -2232506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -2232511.000000 Penalty: 4910.564941
	Iteration 119Q: 3 clusters Score -2232511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17155 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -2232516.000000 Penalty: 4910.564941
	Iteration 120F: 3 clusters Score -2232516 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2232517.500000 Penalty: 4910.564941
	Iteration 121Q: 3 clusters Score -2232518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2232525.750000 Penalty: 4910.564941
	Iteration 122Q: 3 clusters Score -2232526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17200 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2232526.250000 Penalty: 4910.564941
	Iteration 123Q: 3 clusters Score -2232526 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -2232525.000000 Penalty: 4910.564941
	Iteration 124Q: 3 clusters Score -2232525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17221 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -2232530.500000 Penalty: 4910.564941
	Iteration 125Q: 3 clusters Score -2232530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -2232532.250000 Penalty: 4910.564941
	Iteration 126Q: 3 clusters Score -2232532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -2232535.500000 Penalty: 4910.564941
	Iteration 127Q: 3 clusters Score -2232536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2232533.500000 Penalty: 4910.564941
	Iteration 128Q: 3 clusters Score -2232534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2232532.000000 Penalty: 4910.564941
	Iteration 129Q: 3 clusters Score -2232532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2232533.750000 Penalty: 4910.564941
	Iteration 130Q: 3 clusters Score -2232534 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -2232535.250000 Penalty: 4910.564941
	Iteration 131Q: 3 clusters Score -2232535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2232538.250000 Penalty: 4910.564941
	Iteration 132Q: 3 clusters Score -2232538 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -2232538.000000 Penalty: 4910.564941
	Iteration 133Q: 3 clusters Score -2232538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2232537.250000 Penalty: 4910.564941
	Iteration 134Q: 3 clusters Score -2232537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2232538.750000 Penalty: 4910.564941
	Iteration 135Q: 3 clusters Score -2232539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -2232541.250000 Penalty: 4910.564941
	Iteration 136Q: 3 clusters Score -2232541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2232545.250000 Penalty: 4910.564941
	Iteration 137Q: 3 clusters Score -2232545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2232542.750000 Penalty: 4910.564941
	Iteration 138Q: 3 clusters Score -2232543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2232543.250000 Penalty: 4910.564941
	Iteration 139Q: 3 clusters Score -2232543 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2232543.750000 Penalty: 4910.564941
	Iteration 140F: 3 clusters Score -2232544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -2232541.500000 Penalty: 4910.564941
	Iteration 141Q: 3 clusters Score -2232542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -2232544.500000 Penalty: 4910.564941
	Iteration 142Q: 3 clusters Score -2232544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2232542.000000 Penalty: 4910.564941
	Iteration 143Q: 3 clusters Score -2232542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17393 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2232545.750000 Penalty: 4910.564941
	Iteration 144Q: 3 clusters Score -2232546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -2232547.750000 Penalty: 4910.564941
	Iteration 145Q: 3 clusters Score -2232548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -2232548.250000 Penalty: 4910.564941
	Iteration 146Q: 3 clusters Score -2232548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2232548.750000 Penalty: 4910.564941
	Iteration 147Q: 3 clusters Score -2232549 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -2232560.250000 Penalty: 4910.564941
	Iteration 148Q: 3 clusters Score -2232560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -2232563.750000 Penalty: 4910.564941
	Iteration 149Q: 3 clusters Score -2232564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -2232565.500000 Penalty: 4910.564941
	Iteration 150Q: 3 clusters Score -2232566 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -2232571.750000 Penalty: 4910.564941
	Iteration 151Q: 3 clusters Score -2232572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -2232576.500000 Penalty: 4910.564941
	Iteration 152Q: 3 clusters Score -2232576 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17499 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2232573.000000 Penalty: 4910.564941
	Iteration 153Q: 3 clusters Score -2232573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2232577.750000 Penalty: 4910.564941
	Iteration 154Q: 3 clusters Score -2232578 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -2232578.000000 Penalty: 4910.564941
	Iteration 155Q: 3 clusters Score -2232578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2232581.500000 Penalty: 4910.564941
	Iteration 156Q: 3 clusters Score -2232582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2232584.500000 Penalty: 4910.564941
	Iteration 157Q: 3 clusters Score -2232584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -2232582.250000 Penalty: 4910.564941
	Iteration 158Q: 3 clusters Score -2232582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2232586.000000 Penalty: 4910.564941
	Iteration 159Q: 3 clusters Score -2232586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17555 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -2232583.500000 Penalty: 4910.564941
	Iteration 160F: 3 clusters Score -2232584 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2232588.000000 Penalty: 4910.564941
	Iteration 161Q: 3 clusters Score -2232588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17567 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2232583.000000 Penalty: 4910.564941
	Iteration 162Q: 3 clusters Score -2232583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2232587.500000 Penalty: 4910.564941
	Iteration 163Q: 3 clusters Score -2232588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -2232591.000000 Penalty: 4910.564941
	Iteration 164Q: 3 clusters Score -2232591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -2232586.000000 Penalty: 4910.564941
	Iteration 165Q: 3 clusters Score -2232586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17593 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2232591.000000 Penalty: 4910.564941
	Iteration 166Q: 3 clusters Score -2232591 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -2232592.000000 Penalty: 4910.564941
	Iteration 167Q: 3 clusters Score -2232592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2232595.250000 Penalty: 4910.564941
	Iteration 168Q: 3 clusters Score -2232595 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -2232595.250000 Penalty: 4910.564941
	Iteration 169Q: 3 clusters Score -2232595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -2232599.250000 Penalty: 4910.564941
	Iteration 170Q: 3 clusters Score -2232599 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -2232601.000000 Penalty: 4910.564941
	Iteration 171Q: 3 clusters Score -2232601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2232600.000000 Penalty: 4910.564941
	Iteration 172Q: 3 clusters Score -2232600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -2232600.500000 Penalty: 4910.564941
	Iteration 173Q: 3 clusters Score -2232600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -2232598.500000 Penalty: 4910.564941
	Iteration 174Q: 3 clusters Score -2232598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -2232601.500000 Penalty: 4910.564941
	Iteration 175Q: 3 clusters Score -2232602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2232600.750000 Penalty: 4910.564941
	Iteration 176Q: 3 clusters Score -2232601 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2232607.250000 Penalty: 4910.564941
	Iteration 177Q: 3 clusters Score -2232607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -2232607.000000 Penalty: 4910.564941
	Iteration 178Q: 3 clusters Score -2232607 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2232607.500000 Penalty: 4910.564941
	Iteration 179Q: 3 clusters Score -2232608 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2232606.500000 Penalty: 4910.564941
	Iteration 180F: 3 clusters Score -2232606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2232608.750000 Penalty: 4910.564941
	Iteration 181Q: 3 clusters Score -2232609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2232610.500000 Penalty: 4910.564941
	Iteration 182Q: 3 clusters Score -2232610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2232610.500000 Penalty: 4910.564941
	Iteration 183F: 3 clusters Score -2232610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11522 members 
Entering Unmasked Estep 
Score: -1007980.562500 Penalty: 2319.299316
	Iteration 0F: 2 clusters Score -1007981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -999351.375000 Penalty: 4638.598633
	Iteration 0F: 3 clusters Score -999351.4 nChanged 4867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -1002293.250000 Penalty: 4638.598633
	Iteration 1F: 3 clusters Score -1002293 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1002988.000000 Penalty: 4638.598633
	Iteration 2F: 3 clusters Score -1002988 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1003753.312500 Penalty: 4638.598633
	Iteration 3F: 3 clusters Score -1003753 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1004455.437500 Penalty: 4638.598633
	Iteration 4F: 3 clusters Score -1004455 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1005041.312500 Penalty: 4638.598633
	Iteration 5F: 3 clusters Score -1005041 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1005526.250000 Penalty: 4638.598633
	Iteration 6F: 3 clusters Score -1005526 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1005881.437500 Penalty: 4638.598633
	Iteration 7Q: 3 clusters Score -1005881 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -1006071.687500 Penalty: 4638.598633
	Iteration 8Q: 3 clusters Score -1006072 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 5682 members 
Entering Unmasked Estep 
Score: -1006191.375000 Penalty: 4638.598633
	Iteration 9Q: 3 clusters Score -1006191 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1006293.062500 Penalty: 4638.598633
	Iteration 10Q: 3 clusters Score -1006293 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1006377.687500 Penalty: 4638.598633
	Iteration 11Q: 3 clusters Score -1006378 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1006469.750000 Penalty: 4638.598633
	Iteration 12Q: 3 clusters Score -1006470 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1006561.125000 Penalty: 4638.598633
	Iteration 13Q: 3 clusters Score -1006561 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1006645.125000 Penalty: 4638.598633
	Iteration 14Q: 3 clusters Score -1006645 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1006713.062500 Penalty: 4638.598633
	Iteration 15Q: 3 clusters Score -1006713 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1006762.312500 Penalty: 4638.598633
	Iteration 16Q: 3 clusters Score -1006762 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1006799.875000 Penalty: 4638.598633
	Iteration 17Q: 3 clusters Score -1006800 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1006840.125000 Penalty: 4638.598633
	Iteration 18Q: 3 clusters Score -1006840 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1006880.687500 Penalty: 4638.598633
	Iteration 19Q: 3 clusters Score -1006881 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -1006906.062500 Penalty: 4638.598633
	Iteration 20F: 3 clusters Score -1006906 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1006938.125000 Penalty: 4638.598633
	Iteration 21Q: 3 clusters Score -1006938 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -1006970.375000 Penalty: 4638.598633
	Iteration 22Q: 3 clusters Score -1006970 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1006993.812500 Penalty: 4638.598633
	Iteration 23Q: 3 clusters Score -1006994 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1007018.500000 Penalty: 4638.598633
	Iteration 24Q: 3 clusters Score -1007018 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1007042.125000 Penalty: 4638.598633
	Iteration 25Q: 3 clusters Score -1007042 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1007058.500000 Penalty: 4638.598633
	Iteration 26Q: 3 clusters Score -1007058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1007070.750000 Penalty: 4638.598633
	Iteration 27Q: 3 clusters Score -1007071 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -1007086.562500 Penalty: 4638.598633
	Iteration 28Q: 3 clusters Score -1007087 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1007100.062500 Penalty: 4638.598633
	Iteration 29Q: 3 clusters Score -1007100 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1007117.937500 Penalty: 4638.598633
	Iteration 30Q: 3 clusters Score -1007118 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1007140.937500 Penalty: 4638.598633
	Iteration 31Q: 3 clusters Score -1007141 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1007166.375000 Penalty: 4638.598633
	Iteration 32Q: 3 clusters Score -1007166 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1007190.437500 Penalty: 4638.598633
	Iteration 33Q: 3 clusters Score -1007190 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1007213.625000 Penalty: 4638.598633
	Iteration 34Q: 3 clusters Score -1007214 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1007253.062500 Penalty: 4638.598633
	Iteration 35Q: 3 clusters Score -1007253 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1007296.687500 Penalty: 4638.598633
	Iteration 36Q: 3 clusters Score -1007297 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1007337.625000 Penalty: 4638.598633
	Iteration 37Q: 3 clusters Score -1007338 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1007399.375000 Penalty: 4638.598633
	Iteration 38Q: 3 clusters Score -1007399 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -1007472.812500 Penalty: 4638.598633
	Iteration 39Q: 3 clusters Score -1007473 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -1007546.937500 Penalty: 4638.598633
	Iteration 40F: 3 clusters Score -1007547 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1007601.500000 Penalty: 4638.598633
	Iteration 41Q: 3 clusters Score -1007602 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -1007648.000000 Penalty: 4638.598633
	Iteration 42Q: 3 clusters Score -1007648 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1007667.500000 Penalty: 4638.598633
	Iteration 43Q: 3 clusters Score -1007668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1007686.687500 Penalty: 4638.598633
	Iteration 44Q: 3 clusters Score -1007687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1007697.000000 Penalty: 4638.598633
	Iteration 45Q: 3 clusters Score -1007697 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1007704.750000 Penalty: 4638.598633
	Iteration 46Q: 3 clusters Score -1007705 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1007712.812500 Penalty: 4638.598633
	Iteration 47Q: 3 clusters Score -1007713 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1007717.000000 Penalty: 4638.598633
	Iteration 48Q: 3 clusters Score -1007717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -1007723.687500 Penalty: 4638.598633
	Iteration 49Q: 3 clusters Score -1007724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1007728.750000 Penalty: 4638.598633
	Iteration 50Q: 3 clusters Score -1007729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1007731.312500 Penalty: 4638.598633
	Iteration 51Q: 3 clusters Score -1007731 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1007734.000000 Penalty: 4638.598633
	Iteration 52Q: 3 clusters Score -1007734 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1007734.875000 Penalty: 4638.598633
	Iteration 53Q: 3 clusters Score -1007735 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1007737.125000 Penalty: 4638.598633
	Iteration 54Q: 3 clusters Score -1007737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1007736.500000 Penalty: 4638.598633
	Iteration 55Q: 3 clusters Score -1007736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 7099 members 
Entering Unmasked Estep 
Score: -1007739.625000 Penalty: 4638.598633
	Iteration 56Q: 3 clusters Score -1007740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1007739.062500 Penalty: 4638.598633
	Iteration 57Q: 3 clusters Score -1007739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1007741.187500 Penalty: 4638.598633
	Iteration 58Q: 3 clusters Score -1007741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1007743.875000 Penalty: 4638.598633
	Iteration 59Q: 3 clusters Score -1007744 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1007743.625000 Penalty: 4638.598633
	Iteration 60F: 3 clusters Score -1007744 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1007744.625000 Penalty: 4638.598633
	Iteration 61Q: 3 clusters Score -1007745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -1007745.062500 Penalty: 4638.598633
	Iteration 62Q: 3 clusters Score -1007745 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1007747.562500 Penalty: 4638.598633
	Iteration 63Q: 3 clusters Score -1007748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1007750.062500 Penalty: 4638.598633
	Iteration 64Q: 3 clusters Score -1007750 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -1007752.437500 Penalty: 4638.598633
	Iteration 65Q: 3 clusters Score -1007752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1007755.812500 Penalty: 4638.598633
	Iteration 66Q: 3 clusters Score -1007756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -1007754.000000 Penalty: 4638.598633
	Iteration 67Q: 3 clusters Score -1007754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1007753.250000 Penalty: 4638.598633
	Iteration 68Q: 3 clusters Score -1007753 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -1007753.250000 Penalty: 4638.598633
	Iteration 69F: 3 clusters Score -1007753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Entering Unmasked Estep 
Score: -1004165.062500 Penalty: 2256.181885
	Iteration 0F: 2 clusters Score -1004165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -997174.562500 Penalty: 4512.363770
	Iteration 0F: 3 clusters Score -997174.6 nChanged 3694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -999233.687500 Penalty: 4512.363770
	Iteration 1F: 3 clusters Score -999233.7 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -999453.812500 Penalty: 4512.363770
	Iteration 2F: 3 clusters Score -999453.8 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -999595.000000 Penalty: 4512.363770
	Iteration 3Q: 3 clusters Score -999595 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -999680.875000 Penalty: 4512.363770
	Iteration 4Q: 3 clusters Score -999680.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -999758.000000 Penalty: 4512.363770
	Iteration 5Q: 3 clusters Score -999758 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -999818.562500 Penalty: 4512.363770
	Iteration 6Q: 3 clusters Score -999818.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -999871.000000 Penalty: 4512.363770
	Iteration 7Q: 3 clusters Score -999871 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -999917.437500 Penalty: 4512.363770
	Iteration 8Q: 3 clusters Score -999917.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -999977.875000 Penalty: 4512.363770
	Iteration 9Q: 3 clusters Score -999977.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1000039.437500 Penalty: 4512.363770
	Iteration 10Q: 3 clusters Score -1000039 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1000114.000000 Penalty: 4512.363770
	Iteration 11Q: 3 clusters Score -1000114 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1000206.875000 Penalty: 4512.363770
	Iteration 12Q: 3 clusters Score -1000207 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1000314.250000 Penalty: 4512.363770
	Iteration 13Q: 3 clusters Score -1000314 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1000449.312500 Penalty: 4512.363770
	Iteration 14Q: 3 clusters Score -1000449 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1000624.062500 Penalty: 4512.363770
	Iteration 15Q: 3 clusters Score -1000624 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1000804.187500 Penalty: 4512.363770
	Iteration 16Q: 3 clusters Score -1000804 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -1000971.812500 Penalty: 4512.363770
	Iteration 17Q: 3 clusters Score -1000972 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1001154.875000 Penalty: 4512.363770
	Iteration 18Q: 3 clusters Score -1001155 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1001354.812500 Penalty: 4512.363770
	Iteration 19Q: 3 clusters Score -1001355 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1001551.125000 Penalty: 4512.363770
	Iteration 20F: 3 clusters Score -1001551 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1001701.000000 Penalty: 4512.363770
	Iteration 21Q: 3 clusters Score -1001701 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1001825.500000 Penalty: 4512.363770
	Iteration 22Q: 3 clusters Score -1001826 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -1001922.562500 Penalty: 4512.363770
	Iteration 23Q: 3 clusters Score -1001923 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -1001988.687500 Penalty: 4512.363770
	Iteration 24Q: 3 clusters Score -1001989 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1002033.125000 Penalty: 4512.363770
	Iteration 25Q: 3 clusters Score -1002033 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -1002062.375000 Penalty: 4512.363770
	Iteration 26Q: 3 clusters Score -1002062 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1002091.937500 Penalty: 4512.363770
	Iteration 27Q: 3 clusters Score -1002092 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1002121.437500 Penalty: 4512.363770
	Iteration 28Q: 3 clusters Score -1002121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1002140.187500 Penalty: 4512.363770
	Iteration 29Q: 3 clusters Score -1002140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1002155.937500 Penalty: 4512.363770
	Iteration 30Q: 3 clusters Score -1002156 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -1002169.375000 Penalty: 4512.363770
	Iteration 31Q: 3 clusters Score -1002169 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -1002180.062500 Penalty: 4512.363770
	Iteration 32Q: 3 clusters Score -1002180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1002193.562500 Penalty: 4512.363770
	Iteration 33Q: 3 clusters Score -1002194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -1002197.625000 Penalty: 4512.363770
	Iteration 34Q: 3 clusters Score -1002198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -1002200.750000 Penalty: 4512.363770
	Iteration 35Q: 3 clusters Score -1002201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1002204.500000 Penalty: 4512.363770
	Iteration 36Q: 3 clusters Score -1002204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1002205.312500 Penalty: 4512.363770
	Iteration 37Q: 3 clusters Score -1002205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1002205.937500 Penalty: 4512.363770
	Iteration 38Q: 3 clusters Score -1002206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -1002205.937500 Penalty: 4512.363770
	Iteration 39F: 3 clusters Score -1002206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (201425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201425 members 
Entering Unmasked Estep 
Score: -23788708.000000 Penalty: 3028.866699
	Iteration 0F: 2 clusters Score -2.378871e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100426 members 
Mstep: Class 2 contains 100999 members 
Entering Unmasked Estep 
Score: -23657650.000000 Penalty: 6057.733398
	Iteration 0F: 3 clusters Score -2.365765e+07 nChanged 96610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94994 members 
Mstep: Class 2 contains 106431 members 
Entering Unmasked Estep 
Score: -23714198.000000 Penalty: 6057.733398
	Iteration 1F: 3 clusters Score -2.37142e+07 nChanged 6056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 110051 members 
Entering Unmasked Estep 
Score: -23715622.000000 Penalty: 6057.733398
	Iteration 2Q: 3 clusters Score -2.371562e+07 nChanged 7368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85664 members 
Mstep: Class 2 contains 115761 members 
Entering Unmasked Estep 
Score: -23717786.000000 Penalty: 6057.733398
	Iteration 3Q: 3 clusters Score -2.371779e+07 nChanged 9460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77094 members 
Mstep: Class 2 contains 124331 members 
Entering Unmasked Estep 
Score: -23721798.000000 Penalty: 6057.733398
	Iteration 4Q: 3 clusters Score -2.37218e+07 nChanged 12764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64748 members 
Mstep: Class 2 contains 136677 members 
Entering Unmasked Estep 
Score: -23729504.000000 Penalty: 6057.733398
	Iteration 5F: 3 clusters Score -2.37295e+07 nChanged 16599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48289 members 
Mstep: Class 2 contains 153136 members 
Entering Unmasked Estep 
Score: -23742474.000000 Penalty: 6057.733398
	Iteration 6F: 3 clusters Score -2.374247e+07 nChanged 18814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 171928 members 
Entering Unmasked Estep 
Score: -23759740.000000 Penalty: 6057.733398
	Iteration 7F: 3 clusters Score -2.375974e+07 nChanged 15904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 187826 members 
Entering Unmasked Estep 
Score: -23774832.000000 Penalty: 6057.733398
	Iteration 8F: 3 clusters Score -2.377483e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 196836 members 
Entering Unmasked Estep 
Score: -23782600.000000 Penalty: 6057.733398
	Iteration 9Q: 3 clusters Score -2.37826e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 199998 members 
Entering Unmasked Estep 
Score: -23784980.000000 Penalty: 6057.733398
	Iteration 10Q: 3 clusters Score -2.378498e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 200886 members 
Entering Unmasked Estep 
Score: -23785608.000000 Penalty: 6057.733398
	Iteration 11Q: 3 clusters Score -2.378561e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 201099 members 
Entering Unmasked Estep 
Score: -23785798.000000 Penalty: 6057.733398
	Iteration 12Q: 3 clusters Score -2.37858e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 201172 members 
Entering Unmasked Estep 
Score: -23785902.000000 Penalty: 6057.733398
	Iteration 13Q: 3 clusters Score -2.37859e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 201197 members 
Entering Unmasked Estep 
Score: -23785970.000000 Penalty: 6057.733398
	Iteration 14Q: 3 clusters Score -2.378597e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 201212 members 
Entering Unmasked Estep 
Score: -23785998.000000 Penalty: 6057.733398
	Iteration 15Q: 3 clusters Score -2.3786e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 201222 members 
Entering Unmasked Estep 
Score: -23786048.000000 Penalty: 6057.733398
	Iteration 16Q: 3 clusters Score -2.378605e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201226 members 
Entering Unmasked Estep 
Score: -23786074.000000 Penalty: 6057.733398
	Iteration 17Q: 3 clusters Score -2.378607e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201226 members 
Entering Unmasked Estep 
Score: -23786076.000000 Penalty: 6057.733398
	Iteration 18Q: 3 clusters Score -2.378608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 201225 members 
Entering Unmasked Estep 
Score: -23786082.000000 Penalty: 6057.733398
	Iteration 19Q: 3 clusters Score -2.378608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201226 members 
Entering Unmasked Estep 
Score: -23786074.000000 Penalty: 6057.733398
	Iteration 20F: 3 clusters Score -2.378607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201226 members 
Entering Unmasked Estep 
Score: -23786078.000000 Penalty: 6057.733398
	Iteration 21Q: 3 clusters Score -2.378608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201227 members 
Entering Unmasked Estep 
Score: -23786070.000000 Penalty: 6057.733398
	Iteration 22Q: 3 clusters Score -2.378607e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 201228 members 
Entering Unmasked Estep 
Score: -23786074.000000 Penalty: 6057.733398
	Iteration 23Q: 3 clusters Score -2.378607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 201226 members 
Entering Unmasked Estep 
Score: -23786080.000000 Penalty: 6057.733398
	Iteration 24Q: 3 clusters Score -2.378608e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201227 members 
Entering Unmasked Estep 
Score: -23786072.000000 Penalty: 6057.733398
	Iteration 25Q: 3 clusters Score -2.378607e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 201229 members 
Entering Unmasked Estep 
Score: -23786086.000000 Penalty: 6057.733398
	Iteration 26Q: 3 clusters Score -2.378609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 201228 members 
Entering Unmasked Estep 
Score: -23786092.000000 Penalty: 6057.733398
	Iteration 27Q: 3 clusters Score -2.378609e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201227 members 
Entering Unmasked Estep 
Score: -23786082.000000 Penalty: 6057.733398
	Iteration 28Q: 3 clusters Score -2.378608e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 201227 members 
Entering Unmasked Estep 
Score: -23786082.000000 Penalty: 6057.733398
	Iteration 29F: 3 clusters Score -2.378608e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (62254 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62254 members 
Entering Unmasked Estep 
Score: -7446058.500000 Penalty: 2737.666504
	Iteration 0F: 2 clusters Score -7446058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -7404429.500000 Penalty: 5475.333008
	Iteration 0F: 3 clusters Score -7404430 nChanged 28787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30304 members 
Mstep: Class 2 contains 31950 members 
Entering Unmasked Estep 
Score: -7420455.000000 Penalty: 5475.333008
	Iteration 1F: 3 clusters Score -7420455 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -7421170.000000 Penalty: 5475.333008
	Iteration 2Q: 3 clusters Score -7421170 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28774 members 
Mstep: Class 2 contains 33480 members 
Entering Unmasked Estep 
Score: -7421938.000000 Penalty: 5475.333008
	Iteration 3Q: 3 clusters Score -7421938 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27473 members 
Mstep: Class 2 contains 34781 members 
Entering Unmasked Estep 
Score: -7422830.500000 Penalty: 5475.333008
	Iteration 4Q: 3 clusters Score -7422830 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 36627 members 
Entering Unmasked Estep 
Score: -7424166.000000 Penalty: 5475.333008
	Iteration 5Q: 3 clusters Score -7424166 nChanged 3654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 39285 members 
Entering Unmasked Estep 
Score: -7426291.500000 Penalty: 5475.333008
	Iteration 6F: 3 clusters Score -7426292 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 42708 members 
Entering Unmasked Estep 
Score: -7429476.500000 Penalty: 5475.333008
	Iteration 7F: 3 clusters Score -7429476 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15799 members 
Mstep: Class 2 contains 46455 members 
Entering Unmasked Estep 
Score: -7433609.000000 Penalty: 5475.333008
	Iteration 8F: 3 clusters Score -7433609 nChanged 3961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 49560 members 
Entering Unmasked Estep 
Score: -7437446.500000 Penalty: 5475.333008
	Iteration 9F: 3 clusters Score -7437446 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 51476 members 
Entering Unmasked Estep 
Score: -7439999.500000 Penalty: 5475.333008
	Iteration 10Q: 3 clusters Score -7440000 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 52516 members 
Entering Unmasked Estep 
Score: -7441227.500000 Penalty: 5475.333008
	Iteration 11Q: 3 clusters Score -7441228 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 53255 members 
Entering Unmasked Estep 
Score: -7441669.000000 Penalty: 5475.333008
	Iteration 12Q: 3 clusters Score -7441669 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -7442003.500000 Penalty: 5475.333008
	Iteration 13Q: 3 clusters Score -7442004 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -7442258.000000 Penalty: 5475.333008
	Iteration 14Q: 3 clusters Score -7442258 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -7442469.500000 Penalty: 5475.333008
	Iteration 15Q: 3 clusters Score -7442470 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -7442673.000000 Penalty: 5475.333008
	Iteration 16Q: 3 clusters Score -7442673 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 55948 members 
Entering Unmasked Estep 
Score: -7442868.000000 Penalty: 5475.333008
	Iteration 17Q: 3 clusters Score -7442868 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -7442989.000000 Penalty: 5475.333008
	Iteration 18Q: 3 clusters Score -7442989 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 56704 members 
Entering Unmasked Estep 
Score: -7443107.500000 Penalty: 5475.333008
	Iteration 19Q: 3 clusters Score -7443108 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 57025 members 
Entering Unmasked Estep 
Score: -7443215.500000 Penalty: 5475.333008
	Iteration 20F: 3 clusters Score -7443216 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -7443302.500000 Penalty: 5475.333008
	Iteration 21Q: 3 clusters Score -7443302 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 57578 members 
Entering Unmasked Estep 
Score: -7443385.500000 Penalty: 5475.333008
	Iteration 22Q: 3 clusters Score -7443386 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 57825 members 
Entering Unmasked Estep 
Score: -7443473.000000 Penalty: 5475.333008
	Iteration 23Q: 3 clusters Score -7443473 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 58034 members 
Entering Unmasked Estep 
Score: -7443512.000000 Penalty: 5475.333008
	Iteration 24Q: 3 clusters Score -7443512 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 58220 members 
Entering Unmasked Estep 
Score: -7443563.500000 Penalty: 5475.333008
	Iteration 25Q: 3 clusters Score -7443564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 58401 members 
Entering Unmasked Estep 
Score: -7443619.500000 Penalty: 5475.333008
	Iteration 26Q: 3 clusters Score -7443620 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 58567 members 
Entering Unmasked Estep 
Score: -7443681.500000 Penalty: 5475.333008
	Iteration 27Q: 3 clusters Score -7443682 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 58743 members 
Entering Unmasked Estep 
Score: -7443734.500000 Penalty: 5475.333008
	Iteration 28Q: 3 clusters Score -7443734 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 58887 members 
Entering Unmasked Estep 
Score: -7443786.000000 Penalty: 5475.333008
	Iteration 29Q: 3 clusters Score -7443786 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 59034 members 
Entering Unmasked Estep 
Score: -7443854.500000 Penalty: 5475.333008
	Iteration 30Q: 3 clusters Score -7443854 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 59158 members 
Entering Unmasked Estep 
Score: -7443876.000000 Penalty: 5475.333008
	Iteration 31Q: 3 clusters Score -7443876 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 59275 members 
Entering Unmasked Estep 
Score: -7443905.500000 Penalty: 5475.333008
	Iteration 32Q: 3 clusters Score -7443906 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 59371 members 
Entering Unmasked Estep 
Score: -7443918.500000 Penalty: 5475.333008
	Iteration 33Q: 3 clusters Score -7443918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 59472 members 
Entering Unmasked Estep 
Score: -7443940.500000 Penalty: 5475.333008
	Iteration 34Q: 3 clusters Score -7443940 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 59560 members 
Entering Unmasked Estep 
Score: -7443967.000000 Penalty: 5475.333008
	Iteration 35Q: 3 clusters Score -7443967 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 59640 members 
Entering Unmasked Estep 
Score: -7443997.500000 Penalty: 5475.333008
	Iteration 36Q: 3 clusters Score -7443998 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 59715 members 
Entering Unmasked Estep 
Score: -7444012.500000 Penalty: 5475.333008
	Iteration 37Q: 3 clusters Score -7444012 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -7444027.000000 Penalty: 5475.333008
	Iteration 38Q: 3 clusters Score -7444027 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 59871 members 
Entering Unmasked Estep 
Score: -7444046.500000 Penalty: 5475.333008
	Iteration 39Q: 3 clusters Score -7444046 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 59916 members 
Entering Unmasked Estep 
Score: -7444054.000000 Penalty: 5475.333008
	Iteration 40F: 3 clusters Score -7444054 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -7444064.000000 Penalty: 5475.333008
	Iteration 41Q: 3 clusters Score -7444064 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 59993 members 
Entering Unmasked Estep 
Score: -7444064.000000 Penalty: 5475.333008
	Iteration 42Q: 3 clusters Score -7444064 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 60024 members 
Entering Unmasked Estep 
Score: -7444063.500000 Penalty: 5475.333008
	Iteration 43Q: 3 clusters Score -7444064 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 60047 members 
Entering Unmasked Estep 
Score: -7444063.000000 Penalty: 5475.333008
	Iteration 44Q: 3 clusters Score -7444063 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 60071 members 
Entering Unmasked Estep 
Score: -7444062.500000 Penalty: 5475.333008
	Iteration 45Q: 3 clusters Score -7444062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 60091 members 
Entering Unmasked Estep 
Score: -7444057.500000 Penalty: 5475.333008
	Iteration 46Q: 3 clusters Score -7444058 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 60111 members 
Entering Unmasked Estep 
Score: -7444060.000000 Penalty: 5475.333008
	Iteration 47Q: 3 clusters Score -7444060 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 60131 members 
Entering Unmasked Estep 
Score: -7444061.500000 Penalty: 5475.333008
	Iteration 48Q: 3 clusters Score -7444062 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 60149 members 
Entering Unmasked Estep 
Score: -7444077.500000 Penalty: 5475.333008
	Iteration 49Q: 3 clusters Score -7444078 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 60169 members 
Entering Unmasked Estep 
Score: -7444085.500000 Penalty: 5475.333008
	Iteration 50Q: 3 clusters Score -7444086 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 60186 members 
Entering Unmasked Estep 
Score: -7444090.000000 Penalty: 5475.333008
	Iteration 51Q: 3 clusters Score -7444090 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 60199 members 
Entering Unmasked Estep 
Score: -7444097.500000 Penalty: 5475.333008
	Iteration 52Q: 3 clusters Score -7444098 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 60223 members 
Entering Unmasked Estep 
Score: -7444114.500000 Penalty: 5475.333008
	Iteration 53Q: 3 clusters Score -7444114 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -7444109.500000 Penalty: 5475.333008
	Iteration 54Q: 3 clusters Score -7444110 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 60257 members 
Entering Unmasked Estep 
Score: -7444100.500000 Penalty: 5475.333008
	Iteration 55Q: 3 clusters Score -7444100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -7444104.000000 Penalty: 5475.333008
	Iteration 56Q: 3 clusters Score -7444104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 60275 members 
Entering Unmasked Estep 
Score: -7444107.500000 Penalty: 5475.333008
	Iteration 57Q: 3 clusters Score -7444108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 60277 members 
Entering Unmasked Estep 
Score: -7444105.000000 Penalty: 5475.333008
	Iteration 58Q: 3 clusters Score -7444105 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 60279 members 
Entering Unmasked Estep 
Score: -7444102.500000 Penalty: 5475.333008
	Iteration 59Q: 3 clusters Score -7444102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 60283 members 
Entering Unmasked Estep 
Score: -7444103.500000 Penalty: 5475.333008
	Iteration 60F: 3 clusters Score -7444104 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -7444102.500000 Penalty: 5475.333008
	Iteration 61Q: 3 clusters Score -7444102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 60290 members 
Entering Unmasked Estep 
Score: -7444097.000000 Penalty: 5475.333008
	Iteration 62Q: 3 clusters Score -7444097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -7444102.000000 Penalty: 5475.333008
	Iteration 63Q: 3 clusters Score -7444102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 60294 members 
Entering Unmasked Estep 
Score: -7444098.000000 Penalty: 5475.333008
	Iteration 64Q: 3 clusters Score -7444098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -7444104.500000 Penalty: 5475.333008
	Iteration 65Q: 3 clusters Score -7444104 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 60296 members 
Entering Unmasked Estep 
Score: -7444104.500000 Penalty: 5475.333008
	Iteration 66F: 3 clusters Score -7444104 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Entering Unmasked Estep 
Score: -1380029.250000 Penalty: 2337.851807
	Iteration 0F: 2 clusters Score -1380029 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -1370836.500000 Penalty: 4675.703613
	Iteration 0F: 3 clusters Score -1370836 nChanged 5305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1373752.000000 Penalty: 4675.703613
	Iteration 1F: 3 clusters Score -1373752 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -1374331.000000 Penalty: 4675.703613
	Iteration 2F: 3 clusters Score -1374331 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1374969.750000 Penalty: 4675.703613
	Iteration 3F: 3 clusters Score -1374970 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1375761.000000 Penalty: 4675.703613
	Iteration 4F: 3 clusters Score -1375761 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -1376544.375000 Penalty: 4675.703613
	Iteration 5F: 3 clusters Score -1376544 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1377154.250000 Penalty: 4675.703613
	Iteration 6F: 3 clusters Score -1377154 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -1377596.000000 Penalty: 4675.703613
	Iteration 7F: 3 clusters Score -1377596 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -1377958.875000 Penalty: 4675.703613
	Iteration 8Q: 3 clusters Score -1377959 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -1378237.625000 Penalty: 4675.703613
	Iteration 9Q: 3 clusters Score -1378238 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1378425.375000 Penalty: 4675.703613
	Iteration 10Q: 3 clusters Score -1378425 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1378576.625000 Penalty: 4675.703613
	Iteration 11Q: 3 clusters Score -1378577 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1378679.375000 Penalty: 4675.703613
	Iteration 12Q: 3 clusters Score -1378679 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1378753.000000 Penalty: 4675.703613
	Iteration 13Q: 3 clusters Score -1378753 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1378785.375000 Penalty: 4675.703613
	Iteration 14Q: 3 clusters Score -1378785 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1378818.500000 Penalty: 4675.703613
	Iteration 15Q: 3 clusters Score -1378818 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -1378835.500000 Penalty: 4675.703613
	Iteration 16Q: 3 clusters Score -1378836 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -1378856.875000 Penalty: 4675.703613
	Iteration 17Q: 3 clusters Score -1378857 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1378868.250000 Penalty: 4675.703613
	Iteration 18Q: 3 clusters Score -1378868 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1378875.625000 Penalty: 4675.703613
	Iteration 19Q: 3 clusters Score -1378876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1378882.500000 Penalty: 4675.703613
	Iteration 20F: 3 clusters Score -1378882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1378892.625000 Penalty: 4675.703613
	Iteration 21Q: 3 clusters Score -1378893 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1378901.000000 Penalty: 4675.703613
	Iteration 22Q: 3 clusters Score -1378901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1378909.500000 Penalty: 4675.703613
	Iteration 23Q: 3 clusters Score -1378910 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1378912.750000 Penalty: 4675.703613
	Iteration 24Q: 3 clusters Score -1378913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1378917.000000 Penalty: 4675.703613
	Iteration 25Q: 3 clusters Score -1378917 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1378917.750000 Penalty: 4675.703613
	Iteration 26Q: 3 clusters Score -1378918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1378924.625000 Penalty: 4675.703613
	Iteration 27Q: 3 clusters Score -1378925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1378929.000000 Penalty: 4675.703613
	Iteration 28Q: 3 clusters Score -1378929 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1378927.625000 Penalty: 4675.703613
	Iteration 29Q: 3 clusters Score -1378928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1378931.250000 Penalty: 4675.703613
	Iteration 30Q: 3 clusters Score -1378931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1378935.625000 Penalty: 4675.703613
	Iteration 31Q: 3 clusters Score -1378936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1378934.750000 Penalty: 4675.703613
	Iteration 32Q: 3 clusters Score -1378935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1378934.875000 Penalty: 4675.703613
	Iteration 33Q: 3 clusters Score -1378935 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1378933.125000 Penalty: 4675.703613
	Iteration 34Q: 3 clusters Score -1378933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1378931.250000 Penalty: 4675.703613
	Iteration 35Q: 3 clusters Score -1378931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1378934.375000 Penalty: 4675.703613
	Iteration 36Q: 3 clusters Score -1378934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1378933.250000 Penalty: 4675.703613
	Iteration 37Q: 3 clusters Score -1378933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1378929.750000 Penalty: 4675.703613
	Iteration 38Q: 3 clusters Score -1378930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1378931.875000 Penalty: 4675.703613
	Iteration 39Q: 3 clusters Score -1378932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1378937.500000 Penalty: 4675.703613
	Iteration 40F: 3 clusters Score -1378938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1378938.375000 Penalty: 4675.703613
	Iteration 41Q: 3 clusters Score -1378938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1378938.375000 Penalty: 4675.703613
	Iteration 42Q: 3 clusters Score -1378938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1378938.375000 Penalty: 4675.703613
	Iteration 43F: 3 clusters Score -1378938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -47850.464844 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -47850.46 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 227 members 
Entering Unmasked Estep 
Score: -46356.390625 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -46356.39 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46519.406250 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -46519.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46557.359375 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -46557.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46566.289062 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -46566.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46568.496094 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -46568.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46568.496094 Penalty: 3053.861572
	Iteration 5F: 3 clusters Score -46568.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (196212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196212 members 
Entering Unmasked Estep 
Score: -23211078.000000 Penalty: 3022.363770
	Iteration 0F: 2 clusters Score -2.321108e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98024 members 
Mstep: Class 2 contains 98188 members 
Entering Unmasked Estep 
Score: -23082906.000000 Penalty: 6044.727539
	Iteration 0F: 3 clusters Score -2.308291e+07 nChanged 94421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95567 members 
Mstep: Class 2 contains 100645 members 
Entering Unmasked Estep 
Score: -23139226.000000 Penalty: 6044.727539
	Iteration 1F: 3 clusters Score -2.313923e+07 nChanged 6220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94305 members 
Mstep: Class 2 contains 101907 members 
Entering Unmasked Estep 
Score: -23140812.000000 Penalty: 6044.727539
	Iteration 2Q: 3 clusters Score -2.314081e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92536 members 
Mstep: Class 2 contains 103676 members 
Entering Unmasked Estep 
Score: -23142718.000000 Penalty: 6044.727539
	Iteration 3Q: 3 clusters Score -2.314272e+07 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90277 members 
Mstep: Class 2 contains 105935 members 
Entering Unmasked Estep 
Score: -23145456.000000 Penalty: 6044.727539
	Iteration 4Q: 3 clusters Score -2.314546e+07 nChanged 8094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87445 members 
Mstep: Class 2 contains 108767 members 
Entering Unmasked Estep 
Score: -23148814.000000 Penalty: 6044.727539
	Iteration 5Q: 3 clusters Score -2.314881e+07 nChanged 9169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84186 members 
Mstep: Class 2 contains 112026 members 
Entering Unmasked Estep 
Score: -23153718.000000 Penalty: 6044.727539
	Iteration 6Q: 3 clusters Score -2.315372e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80677 members 
Mstep: Class 2 contains 115535 members 
Entering Unmasked Estep 
Score: -23159898.000000 Penalty: 6044.727539
	Iteration 7F: 3 clusters Score -2.31599e+07 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77564 members 
Mstep: Class 2 contains 118648 members 
Entering Unmasked Estep 
Score: -23167312.000000 Penalty: 6044.727539
	Iteration 8F: 3 clusters Score -2.316731e+07 nChanged 11298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75222 members 
Mstep: Class 2 contains 120990 members 
Entering Unmasked Estep 
Score: -23174462.000000 Penalty: 6044.727539
	Iteration 9F: 3 clusters Score -2.317446e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73712 members 
Mstep: Class 2 contains 122500 members 
Entering Unmasked Estep 
Score: -23179106.000000 Penalty: 6044.727539
	Iteration 10Q: 3 clusters Score -2.317911e+07 nChanged 6585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72439 members 
Mstep: Class 2 contains 123773 members 
Entering Unmasked Estep 
Score: -23181108.000000 Penalty: 6044.727539
	Iteration 11Q: 3 clusters Score -2.318111e+07 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71038 members 
Mstep: Class 2 contains 125174 members 
Entering Unmasked Estep 
Score: -23181866.000000 Penalty: 6044.727539
	Iteration 12Q: 3 clusters Score -2.318187e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69462 members 
Mstep: Class 2 contains 126750 members 
Entering Unmasked Estep 
Score: -23182344.000000 Penalty: 6044.727539
	Iteration 13Q: 3 clusters Score -2.318234e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67768 members 
Mstep: Class 2 contains 128444 members 
Entering Unmasked Estep 
Score: -23182900.000000 Penalty: 6044.727539
	Iteration 14Q: 3 clusters Score -2.31829e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65948 members 
Mstep: Class 2 contains 130264 members 
Entering Unmasked Estep 
Score: -23183486.000000 Penalty: 6044.727539
	Iteration 15Q: 3 clusters Score -2.318349e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63984 members 
Mstep: Class 2 contains 132228 members 
Entering Unmasked Estep 
Score: -23184038.000000 Penalty: 6044.727539
	Iteration 16Q: 3 clusters Score -2.318404e+07 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61871 members 
Mstep: Class 2 contains 134341 members 
Entering Unmasked Estep 
Score: -23184706.000000 Penalty: 6044.727539
	Iteration 17Q: 3 clusters Score -2.318471e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59675 members 
Mstep: Class 2 contains 136537 members 
Entering Unmasked Estep 
Score: -23185414.000000 Penalty: 6044.727539
	Iteration 18Q: 3 clusters Score -2.318541e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 138822 members 
Entering Unmasked Estep 
Score: -23186260.000000 Penalty: 6044.727539
	Iteration 19Q: 3 clusters Score -2.318626e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54909 members 
Mstep: Class 2 contains 141303 members 
Entering Unmasked Estep 
Score: -23187208.000000 Penalty: 6044.727539
	Iteration 20F: 3 clusters Score -2.318721e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 143970 members 
Entering Unmasked Estep 
Score: -23188132.000000 Penalty: 6044.727539
	Iteration 21Q: 3 clusters Score -2.318813e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49528 members 
Mstep: Class 2 contains 146684 members 
Entering Unmasked Estep 
Score: -23189038.000000 Penalty: 6044.727539
	Iteration 22Q: 3 clusters Score -2.318904e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -23190092.000000 Penalty: 6044.727539
	Iteration 23Q: 3 clusters Score -2.319009e+07 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43786 members 
Mstep: Class 2 contains 152426 members 
Entering Unmasked Estep 
Score: -23191308.000000 Penalty: 6044.727539
	Iteration 24Q: 3 clusters Score -2.319131e+07 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 155573 members 
Entering Unmasked Estep 
Score: -23192568.000000 Penalty: 6044.727539
	Iteration 25Q: 3 clusters Score -2.319257e+07 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37274 members 
Mstep: Class 2 contains 158938 members 
Entering Unmasked Estep 
Score: -23193714.000000 Penalty: 6044.727539
	Iteration 26Q: 3 clusters Score -2.319371e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33846 members 
Mstep: Class 2 contains 162366 members 
Entering Unmasked Estep 
Score: -23194860.000000 Penalty: 6044.727539
	Iteration 27Q: 3 clusters Score -2.319486e+07 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30293 members 
Mstep: Class 2 contains 165919 members 
Entering Unmasked Estep 
Score: -23196232.000000 Penalty: 6044.727539
	Iteration 28Q: 3 clusters Score -2.319623e+07 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 169613 members 
Entering Unmasked Estep 
Score: -23197562.000000 Penalty: 6044.727539
	Iteration 29Q: 3 clusters Score -2.319756e+07 nChanged 3720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22881 members 
Mstep: Class 2 contains 173331 members 
Entering Unmasked Estep 
Score: -23199004.000000 Penalty: 6044.727539
	Iteration 30Q: 3 clusters Score -2.3199e+07 nChanged 3672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 177003 members 
Entering Unmasked Estep 
Score: -23200490.000000 Penalty: 6044.727539
	Iteration 31Q: 3 clusters Score -2.320049e+07 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 180487 members 
Entering Unmasked Estep 
Score: -23202036.000000 Penalty: 6044.727539
	Iteration 32Q: 3 clusters Score -2.320204e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 183644 members 
Entering Unmasked Estep 
Score: -23203424.000000 Penalty: 6044.727539
	Iteration 33Q: 3 clusters Score -2.320342e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 186390 members 
Entering Unmasked Estep 
Score: -23204656.000000 Penalty: 6044.727539
	Iteration 34Q: 3 clusters Score -2.320466e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 188696 members 
Entering Unmasked Estep 
Score: -23205748.000000 Penalty: 6044.727539
	Iteration 35Q: 3 clusters Score -2.320575e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 190563 members 
Entering Unmasked Estep 
Score: -23206470.000000 Penalty: 6044.727539
	Iteration 36Q: 3 clusters Score -2.320647e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 191954 members 
Entering Unmasked Estep 
Score: -23207034.000000 Penalty: 6044.727539
	Iteration 37Q: 3 clusters Score -2.320703e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 192958 members 
Entering Unmasked Estep 
Score: -23207450.000000 Penalty: 6044.727539
	Iteration 38Q: 3 clusters Score -2.320745e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 193674 members 
Entering Unmasked Estep 
Score: -23207746.000000 Penalty: 6044.727539
	Iteration 39Q: 3 clusters Score -2.320775e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 194191 members 
Entering Unmasked Estep 
Score: -23207962.000000 Penalty: 6044.727539
	Iteration 40F: 3 clusters Score -2.320796e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 194555 members 
Entering Unmasked Estep 
Score: -23208066.000000 Penalty: 6044.727539
	Iteration 41Q: 3 clusters Score -2.320807e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 194822 members 
Entering Unmasked Estep 
Score: -23208168.000000 Penalty: 6044.727539
	Iteration 42Q: 3 clusters Score -2.320817e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 195001 members 
Entering Unmasked Estep 
Score: -23208214.000000 Penalty: 6044.727539
	Iteration 43Q: 3 clusters Score -2.320821e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 195116 members 
Entering Unmasked Estep 
Score: -23208278.000000 Penalty: 6044.727539
	Iteration 44Q: 3 clusters Score -2.320828e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 195196 members 
Entering Unmasked Estep 
Score: -23208290.000000 Penalty: 6044.727539
	Iteration 45Q: 3 clusters Score -2.320829e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 195260 members 
Entering Unmasked Estep 
Score: -23208332.000000 Penalty: 6044.727539
	Iteration 46Q: 3 clusters Score -2.320833e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 195310 members 
Entering Unmasked Estep 
Score: -23208370.000000 Penalty: 6044.727539
	Iteration 47Q: 3 clusters Score -2.320837e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 195341 members 
Entering Unmasked Estep 
Score: -23208406.000000 Penalty: 6044.727539
	Iteration 48Q: 3 clusters Score -2.320841e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 195374 members 
Entering Unmasked Estep 
Score: -23208434.000000 Penalty: 6044.727539
	Iteration 49Q: 3 clusters Score -2.320843e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 195394 members 
Entering Unmasked Estep 
Score: -23208440.000000 Penalty: 6044.727539
	Iteration 50Q: 3 clusters Score -2.320844e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 195415 members 
Entering Unmasked Estep 
Score: -23208466.000000 Penalty: 6044.727539
	Iteration 51Q: 3 clusters Score -2.320847e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 195434 members 
Entering Unmasked Estep 
Score: -23208504.000000 Penalty: 6044.727539
	Iteration 52Q: 3 clusters Score -2.32085e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 195450 members 
Entering Unmasked Estep 
Score: -23208512.000000 Penalty: 6044.727539
	Iteration 53Q: 3 clusters Score -2.320851e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 195471 members 
Entering Unmasked Estep 
Score: -23208526.000000 Penalty: 6044.727539
	Iteration 54Q: 3 clusters Score -2.320853e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 195477 members 
Entering Unmasked Estep 
Score: -23208516.000000 Penalty: 6044.727539
	Iteration 55Q: 3 clusters Score -2.320852e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 195486 members 
Entering Unmasked Estep 
Score: -23208518.000000 Penalty: 6044.727539
	Iteration 56Q: 3 clusters Score -2.320852e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 195496 members 
Entering Unmasked Estep 
Score: -23208534.000000 Penalty: 6044.727539
	Iteration 57Q: 3 clusters Score -2.320853e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 195501 members 
Entering Unmasked Estep 
Score: -23208532.000000 Penalty: 6044.727539
	Iteration 58Q: 3 clusters Score -2.320853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 195504 members 
Entering Unmasked Estep 
Score: -23208536.000000 Penalty: 6044.727539
	Iteration 59Q: 3 clusters Score -2.320854e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 195506 members 
Entering Unmasked Estep 
Score: -23208524.000000 Penalty: 6044.727539
	Iteration 60F: 3 clusters Score -2.320852e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 195505 members 
Entering Unmasked Estep 
Score: -23208538.000000 Penalty: 6044.727539
	Iteration 61Q: 3 clusters Score -2.320854e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 195511 members 
Entering Unmasked Estep 
Score: -23208532.000000 Penalty: 6044.727539
	Iteration 62Q: 3 clusters Score -2.320853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 195513 members 
Entering Unmasked Estep 
Score: -23208554.000000 Penalty: 6044.727539
	Iteration 63Q: 3 clusters Score -2.320855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 195517 members 
Entering Unmasked Estep 
Score: -23208544.000000 Penalty: 6044.727539
	Iteration 64Q: 3 clusters Score -2.320854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 195521 members 
Entering Unmasked Estep 
Score: -23208554.000000 Penalty: 6044.727539
	Iteration 65Q: 3 clusters Score -2.320855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 195522 members 
Entering Unmasked Estep 
Score: -23208562.000000 Penalty: 6044.727539
	Iteration 66Q: 3 clusters Score -2.320856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 195524 members 
Entering Unmasked Estep 
Score: -23208554.000000 Penalty: 6044.727539
	Iteration 67Q: 3 clusters Score -2.320855e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 195524 members 
Entering Unmasked Estep 
Score: -23208554.000000 Penalty: 6044.727539
	Iteration 68F: 3 clusters Score -2.320855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24101 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Entering Unmasked Estep 
Score: -2422502.000000 Penalty: 2502.322266
	Iteration 0F: 2 clusters Score -2422502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2405771.750000 Penalty: 5004.644531
	Iteration 0F: 3 clusters Score -2405772 nChanged 10722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12012 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2411663.500000 Penalty: 5004.644531
	Iteration 1F: 3 clusters Score -2411664 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2412212.500000 Penalty: 5004.644531
	Iteration 2F: 3 clusters Score -2412212 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2412729.750000 Penalty: 5004.644531
	Iteration 3F: 3 clusters Score -2412730 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -2413241.500000 Penalty: 5004.644531
	Iteration 4Q: 3 clusters Score -2413242 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2413699.250000 Penalty: 5004.644531
	Iteration 5Q: 3 clusters Score -2413699 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2414092.750000 Penalty: 5004.644531
	Iteration 6Q: 3 clusters Score -2414093 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12086 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2414468.000000 Penalty: 5004.644531
	Iteration 7Q: 3 clusters Score -2414468 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12128 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2414847.250000 Penalty: 5004.644531
	Iteration 8Q: 3 clusters Score -2414847 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2415217.750000 Penalty: 5004.644531
	Iteration 9Q: 3 clusters Score -2415218 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 11855 members 
Entering Unmasked Estep 
Score: -2415578.000000 Penalty: 5004.644531
	Iteration 10Q: 3 clusters Score -2415578 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -2415933.750000 Penalty: 5004.644531
	Iteration 11Q: 3 clusters Score -2415934 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2416264.250000 Penalty: 5004.644531
	Iteration 12Q: 3 clusters Score -2416264 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2416564.250000 Penalty: 5004.644531
	Iteration 13Q: 3 clusters Score -2416564 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -2416794.000000 Penalty: 5004.644531
	Iteration 14Q: 3 clusters Score -2416794 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -2416996.250000 Penalty: 5004.644531
	Iteration 15Q: 3 clusters Score -2416996 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2417145.250000 Penalty: 5004.644531
	Iteration 16Q: 3 clusters Score -2417145 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11821 members 
Entering Unmasked Estep 
Score: -2417275.250000 Penalty: 5004.644531
	Iteration 17Q: 3 clusters Score -2417275 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2417354.750000 Penalty: 5004.644531
	Iteration 18Q: 3 clusters Score -2417355 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 11817 members 
Entering Unmasked Estep 
Score: -2417420.000000 Penalty: 5004.644531
	Iteration 19Q: 3 clusters Score -2417420 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 11808 members 
Entering Unmasked Estep 
Score: -2417474.250000 Penalty: 5004.644531
	Iteration 20F: 3 clusters Score -2417474 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2417529.000000 Penalty: 5004.644531
	Iteration 21Q: 3 clusters Score -2417529 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2417573.750000 Penalty: 5004.644531
	Iteration 22Q: 3 clusters Score -2417574 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 11868 members 
Entering Unmasked Estep 
Score: -2417606.750000 Penalty: 5004.644531
	Iteration 23Q: 3 clusters Score -2417607 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -2417644.500000 Penalty: 5004.644531
	Iteration 24Q: 3 clusters Score -2417644 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12167 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -2417680.000000 Penalty: 5004.644531
	Iteration 25Q: 3 clusters Score -2417680 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12155 members 
Mstep: Class 2 contains 11946 members 
Entering Unmasked Estep 
Score: -2417706.750000 Penalty: 5004.644531
	Iteration 26Q: 3 clusters Score -2417707 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2417739.750000 Penalty: 5004.644531
	Iteration 27Q: 3 clusters Score -2417740 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2417767.500000 Penalty: 5004.644531
	Iteration 28Q: 3 clusters Score -2417768 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12066 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -2417799.750000 Penalty: 5004.644531
	Iteration 29Q: 3 clusters Score -2417800 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12025 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2417819.500000 Penalty: 5004.644531
	Iteration 30Q: 3 clusters Score -2417820 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -2417839.500000 Penalty: 5004.644531
	Iteration 31Q: 3 clusters Score -2417840 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 12160 members 
Entering Unmasked Estep 
Score: -2417874.000000 Penalty: 5004.644531
	Iteration 32Q: 3 clusters Score -2417874 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2417906.250000 Penalty: 5004.644531
	Iteration 33Q: 3 clusters Score -2417906 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -2417930.250000 Penalty: 5004.644531
	Iteration 34Q: 3 clusters Score -2417930 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -2417986.250000 Penalty: 5004.644531
	Iteration 35Q: 3 clusters Score -2417986 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2418032.750000 Penalty: 5004.644531
	Iteration 36Q: 3 clusters Score -2418033 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2418051.750000 Penalty: 5004.644531
	Iteration 37Q: 3 clusters Score -2418052 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2418085.500000 Penalty: 5004.644531
	Iteration 38Q: 3 clusters Score -2418086 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2418116.250000 Penalty: 5004.644531
	Iteration 39Q: 3 clusters Score -2418116 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2418146.750000 Penalty: 5004.644531
	Iteration 40F: 3 clusters Score -2418147 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -2418178.000000 Penalty: 5004.644531
	Iteration 41Q: 3 clusters Score -2418178 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -2418215.000000 Penalty: 5004.644531
	Iteration 42Q: 3 clusters Score -2418215 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -2418252.750000 Penalty: 5004.644531
	Iteration 43Q: 3 clusters Score -2418253 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -2418276.500000 Penalty: 5004.644531
	Iteration 44Q: 3 clusters Score -2418276 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -2418307.500000 Penalty: 5004.644531
	Iteration 45Q: 3 clusters Score -2418308 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2418347.500000 Penalty: 5004.644531
	Iteration 46Q: 3 clusters Score -2418348 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -2418395.250000 Penalty: 5004.644531
	Iteration 47Q: 3 clusters Score -2418395 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2418465.250000 Penalty: 5004.644531
	Iteration 48Q: 3 clusters Score -2418465 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2418530.750000 Penalty: 5004.644531
	Iteration 49Q: 3 clusters Score -2418531 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11372 members 
Mstep: Class 2 contains 12729 members 
Entering Unmasked Estep 
Score: -2418596.250000 Penalty: 5004.644531
	Iteration 50Q: 3 clusters Score -2418596 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2418654.000000 Penalty: 5004.644531
	Iteration 51Q: 3 clusters Score -2418654 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -2418728.750000 Penalty: 5004.644531
	Iteration 52Q: 3 clusters Score -2418729 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11462 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2418800.500000 Penalty: 5004.644531
	Iteration 53Q: 3 clusters Score -2418800 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11480 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2418873.500000 Penalty: 5004.644531
	Iteration 54Q: 3 clusters Score -2418874 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11502 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2418937.250000 Penalty: 5004.644531
	Iteration 55Q: 3 clusters Score -2418937 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11514 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -2418986.250000 Penalty: 5004.644531
	Iteration 56Q: 3 clusters Score -2418986 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -2419044.250000 Penalty: 5004.644531
	Iteration 57Q: 3 clusters Score -2419044 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2419094.750000 Penalty: 5004.644531
	Iteration 58Q: 3 clusters Score -2419095 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11494 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2419116.500000 Penalty: 5004.644531
	Iteration 59Q: 3 clusters Score -2419116 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -2419140.500000 Penalty: 5004.644531
	Iteration 60F: 3 clusters Score -2419140 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2419167.500000 Penalty: 5004.644531
	Iteration 61Q: 3 clusters Score -2419168 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -2419190.250000 Penalty: 5004.644531
	Iteration 62Q: 3 clusters Score -2419190 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -2419217.500000 Penalty: 5004.644531
	Iteration 63Q: 3 clusters Score -2419218 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -2419233.750000 Penalty: 5004.644531
	Iteration 64Q: 3 clusters Score -2419234 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -2419256.500000 Penalty: 5004.644531
	Iteration 65Q: 3 clusters Score -2419256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2419271.250000 Penalty: 5004.644531
	Iteration 66Q: 3 clusters Score -2419271 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -2419285.000000 Penalty: 5004.644531
	Iteration 67Q: 3 clusters Score -2419285 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 12973 members 
Entering Unmasked Estep 
Score: -2419301.750000 Penalty: 5004.644531
	Iteration 68Q: 3 clusters Score -2419302 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -2419318.250000 Penalty: 5004.644531
	Iteration 69Q: 3 clusters Score -2419318 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2419346.250000 Penalty: 5004.644531
	Iteration 70Q: 3 clusters Score -2419346 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -2419376.250000 Penalty: 5004.644531
	Iteration 71Q: 3 clusters Score -2419376 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -2419415.500000 Penalty: 5004.644531
	Iteration 72Q: 3 clusters Score -2419416 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 13502 members 
Entering Unmasked Estep 
Score: -2419454.500000 Penalty: 5004.644531
	Iteration 73Q: 3 clusters Score -2419454 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2419482.250000 Penalty: 5004.644531
	Iteration 74Q: 3 clusters Score -2419482 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2419515.750000 Penalty: 5004.644531
	Iteration 75Q: 3 clusters Score -2419516 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -2419543.750000 Penalty: 5004.644531
	Iteration 76Q: 3 clusters Score -2419544 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 13938 members 
Entering Unmasked Estep 
Score: -2419585.250000 Penalty: 5004.644531
	Iteration 77Q: 3 clusters Score -2419585 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -2419646.750000 Penalty: 5004.644531
	Iteration 78Q: 3 clusters Score -2419647 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2419705.750000 Penalty: 5004.644531
	Iteration 79Q: 3 clusters Score -2419706 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -2419788.250000 Penalty: 5004.644531
	Iteration 80F: 3 clusters Score -2419788 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9498 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2419893.750000 Penalty: 5004.644531
	Iteration 81Q: 3 clusters Score -2419894 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -2419983.250000 Penalty: 5004.644531
	Iteration 82Q: 3 clusters Score -2419983 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2420097.250000 Penalty: 5004.644531
	Iteration 83Q: 3 clusters Score -2420097 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2420191.750000 Penalty: 5004.644531
	Iteration 84Q: 3 clusters Score -2420192 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -2420280.000000 Penalty: 5004.644531
	Iteration 85Q: 3 clusters Score -2420280 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2420354.000000 Penalty: 5004.644531
	Iteration 86Q: 3 clusters Score -2420354 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2420430.250000 Penalty: 5004.644531
	Iteration 87Q: 3 clusters Score -2420430 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -2420502.250000 Penalty: 5004.644531
	Iteration 88Q: 3 clusters Score -2420502 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2420571.250000 Penalty: 5004.644531
	Iteration 89Q: 3 clusters Score -2420571 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 16496 members 
Entering Unmasked Estep 
Score: -2420608.750000 Penalty: 5004.644531
	Iteration 90Q: 3 clusters Score -2420609 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2420640.000000 Penalty: 5004.644531
	Iteration 91Q: 3 clusters Score -2420640 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -2420679.000000 Penalty: 5004.644531
	Iteration 92Q: 3 clusters Score -2420679 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 16865 members 
Entering Unmasked Estep 
Score: -2420687.000000 Penalty: 5004.644531
	Iteration 93Q: 3 clusters Score -2420687 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2420708.750000 Penalty: 5004.644531
	Iteration 94Q: 3 clusters Score -2420709 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2420712.500000 Penalty: 5004.644531
	Iteration 95Q: 3 clusters Score -2420712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2420722.750000 Penalty: 5004.644531
	Iteration 96Q: 3 clusters Score -2420723 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2420724.250000 Penalty: 5004.644531
	Iteration 97Q: 3 clusters Score -2420724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2420741.250000 Penalty: 5004.644531
	Iteration 98Q: 3 clusters Score -2420741 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2420745.750000 Penalty: 5004.644531
	Iteration 99Q: 3 clusters Score -2420746 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2420749.500000 Penalty: 5004.644531
	Iteration 100F: 3 clusters Score -2420750 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 17385 members 
Entering Unmasked Estep 
Score: -2420750.500000 Penalty: 5004.644531
	Iteration 101Q: 3 clusters Score -2420750 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2420759.500000 Penalty: 5004.644531
	Iteration 102Q: 3 clusters Score -2420760 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2420758.000000 Penalty: 5004.644531
	Iteration 103Q: 3 clusters Score -2420758 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -2420764.750000 Penalty: 5004.644531
	Iteration 104Q: 3 clusters Score -2420765 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2420767.250000 Penalty: 5004.644531
	Iteration 105Q: 3 clusters Score -2420767 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2420770.250000 Penalty: 5004.644531
	Iteration 106Q: 3 clusters Score -2420770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -2420776.500000 Penalty: 5004.644531
	Iteration 107Q: 3 clusters Score -2420776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -2420782.750000 Penalty: 5004.644531
	Iteration 108Q: 3 clusters Score -2420783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2420780.000000 Penalty: 5004.644531
	Iteration 109Q: 3 clusters Score -2420780 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2420785.500000 Penalty: 5004.644531
	Iteration 110Q: 3 clusters Score -2420786 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2420790.000000 Penalty: 5004.644531
	Iteration 111Q: 3 clusters Score -2420790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -2420792.000000 Penalty: 5004.644531
	Iteration 112Q: 3 clusters Score -2420792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2420796.000000 Penalty: 5004.644531
	Iteration 113Q: 3 clusters Score -2420796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 17820 members 
Entering Unmasked Estep 
Score: -2420794.750000 Penalty: 5004.644531
	Iteration 114Q: 3 clusters Score -2420795 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -2420792.500000 Penalty: 5004.644531
	Iteration 115Q: 3 clusters Score -2420792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2420800.000000 Penalty: 5004.644531
	Iteration 116Q: 3 clusters Score -2420800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2420804.000000 Penalty: 5004.644531
	Iteration 117Q: 3 clusters Score -2420804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -2420802.000000 Penalty: 5004.644531
	Iteration 118Q: 3 clusters Score -2420802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 17909 members 
Entering Unmasked Estep 
Score: -2420804.500000 Penalty: 5004.644531
	Iteration 119Q: 3 clusters Score -2420804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2420810.250000 Penalty: 5004.644531
	Iteration 120F: 3 clusters Score -2420810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -2420809.500000 Penalty: 5004.644531
	Iteration 121Q: 3 clusters Score -2420810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2420812.000000 Penalty: 5004.644531
	Iteration 122Q: 3 clusters Score -2420812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -2420813.750000 Penalty: 5004.644531
	Iteration 123Q: 3 clusters Score -2420814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2420810.250000 Penalty: 5004.644531
	Iteration 124Q: 3 clusters Score -2420810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 17947 members 
Entering Unmasked Estep 
Score: -2420813.000000 Penalty: 5004.644531
	Iteration 125Q: 3 clusters Score -2420813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2420812.000000 Penalty: 5004.644531
	Iteration 126Q: 3 clusters Score -2420812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2420814.750000 Penalty: 5004.644531
	Iteration 127Q: 3 clusters Score -2420815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -2420813.500000 Penalty: 5004.644531
	Iteration 128Q: 3 clusters Score -2420814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2420812.250000 Penalty: 5004.644531
	Iteration 129Q: 3 clusters Score -2420812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2420812.250000 Penalty: 5004.644531
	Iteration 130Q: 3 clusters Score -2420812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2420812.250000 Penalty: 5004.644531
	Iteration 131Q: 3 clusters Score -2420812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 17980 members 
Entering Unmasked Estep 
Score: -2420809.750000 Penalty: 5004.644531
	Iteration 132Q: 3 clusters Score -2420810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -2420814.750000 Penalty: 5004.644531
	Iteration 133Q: 3 clusters Score -2420815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2420813.250000 Penalty: 5004.644531
	Iteration 134Q: 3 clusters Score -2420813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -2420812.500000 Penalty: 5004.644531
	Iteration 135Q: 3 clusters Score -2420812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2420810.500000 Penalty: 5004.644531
	Iteration 136Q: 3 clusters Score -2420810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2420811.000000 Penalty: 5004.644531
	Iteration 137Q: 3 clusters Score -2420811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2420810.500000 Penalty: 5004.644531
	Iteration 138Q: 3 clusters Score -2420810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2420808.750000 Penalty: 5004.644531
	Iteration 139Q: 3 clusters Score -2420809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -2420816.500000 Penalty: 5004.644531
	Iteration 140F: 3 clusters Score -2420816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2420813.000000 Penalty: 5004.644531
	Iteration 141Q: 3 clusters Score -2420813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 18009 members 
Entering Unmasked Estep 
Score: -2420812.500000 Penalty: 5004.644531
	Iteration 142Q: 3 clusters Score -2420812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2420810.500000 Penalty: 5004.644531
	Iteration 143Q: 3 clusters Score -2420810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2420810.500000 Penalty: 5004.644531
	Iteration 144F: 3 clusters Score -2420810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -260122.250000 Penalty: 1912.019653
	Iteration 0F: 2 clusters Score -260122.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -257329.421875 Penalty: 3824.039307
	Iteration 0F: 3 clusters Score -257329.4 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -257848.812500 Penalty: 3824.039307
	Iteration 1F: 3 clusters Score -257848.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -257965.906250 Penalty: 3824.039307
	Iteration 2F: 3 clusters Score -257965.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -258032.468750 Penalty: 3824.039307
	Iteration 3Q: 3 clusters Score -258032.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -258070.734375 Penalty: 3824.039307
	Iteration 4Q: 3 clusters Score -258070.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -258094.421875 Penalty: 3824.039307
	Iteration 5Q: 3 clusters Score -258094.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -258107.375000 Penalty: 3824.039307
	Iteration 6Q: 3 clusters Score -258107.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -258117.484375 Penalty: 3824.039307
	Iteration 7Q: 3 clusters Score -258117.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -258125.593750 Penalty: 3824.039307
	Iteration 8Q: 3 clusters Score -258125.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -258128.640625 Penalty: 3824.039307
	Iteration 9Q: 3 clusters Score -258128.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -258130.109375 Penalty: 3824.039307
	Iteration 10Q: 3 clusters Score -258130.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -258130.171875 Penalty: 3824.039307
	Iteration 11Q: 3 clusters Score -258130.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -258130.171875 Penalty: 3824.039307
	Iteration 12F: 3 clusters Score -258130.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25839.906250 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -25839.91 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 131 members 
Entering Unmasked Estep 
Score: -24608.187500 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -24608.19 nChanged 25
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: -24695.179688 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -24695.18 nChanged 13
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: -24744.140625 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -24744.14 nChanged 3
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: -24759.634766 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -24759.63 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: -24759.634766 Penalty: 2763.788330
	Iteration 4F: 3 clusters Score -24759.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (7405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Entering Unmasked Estep 
Score: -820868.750000 Penalty: 2209.657959
	Iteration 0F: 2 clusters Score -820868.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -814800.812500 Penalty: 4419.315918
	Iteration 0F: 3 clusters Score -814800.8 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -816459.812500 Penalty: 4419.315918
	Iteration 1F: 3 clusters Score -816459.8 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -816729.000000 Penalty: 4419.315918
	Iteration 2F: 3 clusters Score -816729 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -816896.812500 Penalty: 4419.315918
	Iteration 3Q: 3 clusters Score -816896.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -817017.312500 Penalty: 4419.315918
	Iteration 4Q: 3 clusters Score -817017.3 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -817098.375000 Penalty: 4419.315918
	Iteration 5Q: 3 clusters Score -817098.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -817173.437500 Penalty: 4419.315918
	Iteration 6Q: 3 clusters Score -817173.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -817231.312500 Penalty: 4419.315918
	Iteration 7Q: 3 clusters Score -817231.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -817280.937500 Penalty: 4419.315918
	Iteration 8Q: 3 clusters Score -817280.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -817331.687500 Penalty: 4419.315918
	Iteration 9Q: 3 clusters Score -817331.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -817386.125000 Penalty: 4419.315918
	Iteration 10Q: 3 clusters Score -817386.1 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -817433.250000 Penalty: 4419.315918
	Iteration 11Q: 3 clusters Score -817433.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -817473.312500 Penalty: 4419.315918
	Iteration 12Q: 3 clusters Score -817473.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -817507.937500 Penalty: 4419.315918
	Iteration 13Q: 3 clusters Score -817507.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -817542.687500 Penalty: 4419.315918
	Iteration 14Q: 3 clusters Score -817542.7 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -817582.500000 Penalty: 4419.315918
	Iteration 15Q: 3 clusters Score -817582.5 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -817619.062500 Penalty: 4419.315918
	Iteration 16Q: 3 clusters Score -817619.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -817666.687500 Penalty: 4419.315918
	Iteration 17Q: 3 clusters Score -817666.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -817720.875000 Penalty: 4419.315918
	Iteration 18Q: 3 clusters Score -817720.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -817766.500000 Penalty: 4419.315918
	Iteration 19Q: 3 clusters Score -817766.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -817810.437500 Penalty: 4419.315918
	Iteration 20F: 3 clusters Score -817810.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -817857.000000 Penalty: 4419.315918
	Iteration 21Q: 3 clusters Score -817857 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -817915.062500 Penalty: 4419.315918
	Iteration 22Q: 3 clusters Score -817915.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -817975.687500 Penalty: 4419.315918
	Iteration 23Q: 3 clusters Score -817975.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -818028.562500 Penalty: 4419.315918
	Iteration 24Q: 3 clusters Score -818028.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -818088.250000 Penalty: 4419.315918
	Iteration 25Q: 3 clusters Score -818088.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -818138.250000 Penalty: 4419.315918
	Iteration 26Q: 3 clusters Score -818138.2 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -818185.750000 Penalty: 4419.315918
	Iteration 27Q: 3 clusters Score -818185.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -818239.250000 Penalty: 4419.315918
	Iteration 28Q: 3 clusters Score -818239.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -818292.500000 Penalty: 4419.315918
	Iteration 29Q: 3 clusters Score -818292.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -818335.750000 Penalty: 4419.315918
	Iteration 30Q: 3 clusters Score -818335.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -818369.375000 Penalty: 4419.315918
	Iteration 31Q: 3 clusters Score -818369.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -818401.562500 Penalty: 4419.315918
	Iteration 32Q: 3 clusters Score -818401.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -818425.125000 Penalty: 4419.315918
	Iteration 33Q: 3 clusters Score -818425.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -818446.125000 Penalty: 4419.315918
	Iteration 34Q: 3 clusters Score -818446.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -818464.000000 Penalty: 4419.315918
	Iteration 35Q: 3 clusters Score -818464 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -818481.500000 Penalty: 4419.315918
	Iteration 36Q: 3 clusters Score -818481.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -818496.812500 Penalty: 4419.315918
	Iteration 37Q: 3 clusters Score -818496.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -818511.875000 Penalty: 4419.315918
	Iteration 38Q: 3 clusters Score -818511.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -818524.750000 Penalty: 4419.315918
	Iteration 39Q: 3 clusters Score -818524.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -818535.187500 Penalty: 4419.315918
	Iteration 40F: 3 clusters Score -818535.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -818544.937500 Penalty: 4419.315918
	Iteration 41Q: 3 clusters Score -818544.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -818555.375000 Penalty: 4419.315918
	Iteration 42Q: 3 clusters Score -818555.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -818566.125000 Penalty: 4419.315918
	Iteration 43Q: 3 clusters Score -818566.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -818576.500000 Penalty: 4419.315918
	Iteration 44Q: 3 clusters Score -818576.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -818600.687500 Penalty: 4419.315918
	Iteration 45Q: 3 clusters Score -818600.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -818623.875000 Penalty: 4419.315918
	Iteration 46Q: 3 clusters Score -818623.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -818643.375000 Penalty: 4419.315918
	Iteration 47Q: 3 clusters Score -818643.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -818665.187500 Penalty: 4419.315918
	Iteration 48Q: 3 clusters Score -818665.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -818682.375000 Penalty: 4419.315918
	Iteration 49Q: 3 clusters Score -818682.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -818697.875000 Penalty: 4419.315918
	Iteration 50Q: 3 clusters Score -818697.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -818708.937500 Penalty: 4419.315918
	Iteration 51Q: 3 clusters Score -818708.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -818720.562500 Penalty: 4419.315918
	Iteration 52Q: 3 clusters Score -818720.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -818733.687500 Penalty: 4419.315918
	Iteration 53Q: 3 clusters Score -818733.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -818743.875000 Penalty: 4419.315918
	Iteration 54Q: 3 clusters Score -818743.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -818748.750000 Penalty: 4419.315918
	Iteration 55Q: 3 clusters Score -818748.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -818759.312500 Penalty: 4419.315918
	Iteration 56Q: 3 clusters Score -818759.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -818762.750000 Penalty: 4419.315918
	Iteration 57Q: 3 clusters Score -818762.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -818769.875000 Penalty: 4419.315918
	Iteration 58Q: 3 clusters Score -818769.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -818773.937500 Penalty: 4419.315918
	Iteration 59Q: 3 clusters Score -818773.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -818776.937500 Penalty: 4419.315918
	Iteration 60F: 3 clusters Score -818776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -818779.875000 Penalty: 4419.315918
	Iteration 61Q: 3 clusters Score -818779.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -818784.937500 Penalty: 4419.315918
	Iteration 62Q: 3 clusters Score -818784.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -818790.250000 Penalty: 4419.315918
	Iteration 63Q: 3 clusters Score -818790.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -818791.812500 Penalty: 4419.315918
	Iteration 64Q: 3 clusters Score -818791.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -818792.937500 Penalty: 4419.315918
	Iteration 65Q: 3 clusters Score -818792.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -818792.875000 Penalty: 4419.315918
	Iteration 66Q: 3 clusters Score -818792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -818793.125000 Penalty: 4419.315918
	Iteration 67Q: 3 clusters Score -818793.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -818794.375000 Penalty: 4419.315918
	Iteration 68Q: 3 clusters Score -818794.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -818794.375000 Penalty: 4419.315918
	Iteration 69F: 3 clusters Score -818794.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22805 members 
Entering Unmasked Estep 
Score: -2721580.250000 Penalty: 2488.614258
	Iteration 0F: 2 clusters Score -2721580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -2705658.250000 Penalty: 4977.228516
	Iteration 0F: 3 clusters Score -2705658 nChanged 10153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2710952.250000 Penalty: 4977.228516
	Iteration 1F: 3 clusters Score -2710952 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2711424.250000 Penalty: 4977.228516
	Iteration 2F: 3 clusters Score -2711424 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2711890.500000 Penalty: 4977.228516
	Iteration 3F: 3 clusters Score -2711890 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2712385.250000 Penalty: 4977.228516
	Iteration 4Q: 3 clusters Score -2712385 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 13563 members 
Entering Unmasked Estep 
Score: -2712927.000000 Penalty: 4977.228516
	Iteration 5Q: 3 clusters Score -2712927 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2713512.750000 Penalty: 4977.228516
	Iteration 6Q: 3 clusters Score -2713513 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -2714284.500000 Penalty: 4977.228516
	Iteration 7F: 3 clusters Score -2714284 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -2715155.500000 Penalty: 4977.228516
	Iteration 8F: 3 clusters Score -2715156 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -2716065.750000 Penalty: 4977.228516
	Iteration 9F: 3 clusters Score -2716066 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 18727 members 
Entering Unmasked Estep 
Score: -2716917.500000 Penalty: 4977.228516
	Iteration 10Q: 3 clusters Score -2716918 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -2717683.750000 Penalty: 4977.228516
	Iteration 11Q: 3 clusters Score -2717684 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2718232.500000 Penalty: 4977.228516
	Iteration 12Q: 3 clusters Score -2718232 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -2718630.000000 Penalty: 4977.228516
	Iteration 13Q: 3 clusters Score -2718630 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2718930.500000 Penalty: 4977.228516
	Iteration 14Q: 3 clusters Score -2718930 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2719116.000000 Penalty: 4977.228516
	Iteration 15Q: 3 clusters Score -2719116 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -2719196.500000 Penalty: 4977.228516
	Iteration 16Q: 3 clusters Score -2719196 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -2719255.250000 Penalty: 4977.228516
	Iteration 17Q: 3 clusters Score -2719255 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2719309.250000 Penalty: 4977.228516
	Iteration 18Q: 3 clusters Score -2719309 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 21753 members 
Entering Unmasked Estep 
Score: -2719348.750000 Penalty: 4977.228516
	Iteration 19Q: 3 clusters Score -2719349 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -2719377.250000 Penalty: 4977.228516
	Iteration 20F: 3 clusters Score -2719377 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2719415.000000 Penalty: 4977.228516
	Iteration 21Q: 3 clusters Score -2719415 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -2719441.500000 Penalty: 4977.228516
	Iteration 22Q: 3 clusters Score -2719442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -2719456.250000 Penalty: 4977.228516
	Iteration 23Q: 3 clusters Score -2719456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2719469.000000 Penalty: 4977.228516
	Iteration 24Q: 3 clusters Score -2719469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -2719475.250000 Penalty: 4977.228516
	Iteration 25Q: 3 clusters Score -2719475 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
Score: -2719483.250000 Penalty: 4977.228516
	Iteration 26Q: 3 clusters Score -2719483 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 21998 members 
Entering Unmasked Estep 
Score: -2719489.500000 Penalty: 4977.228516
	Iteration 27Q: 3 clusters Score -2719490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 22004 members 
Entering Unmasked Estep 
Score: -2719494.500000 Penalty: 4977.228516
	Iteration 28Q: 3 clusters Score -2719494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2719497.500000 Penalty: 4977.228516
	Iteration 29Q: 3 clusters Score -2719498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -2719501.250000 Penalty: 4977.228516
	Iteration 30Q: 3 clusters Score -2719501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -2719503.750000 Penalty: 4977.228516
	Iteration 31Q: 3 clusters Score -2719504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -2719509.500000 Penalty: 4977.228516
	Iteration 32Q: 3 clusters Score -2719510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2719522.750000 Penalty: 4977.228516
	Iteration 33Q: 3 clusters Score -2719523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -2719529.500000 Penalty: 4977.228516
	Iteration 34Q: 3 clusters Score -2719530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2719533.250000 Penalty: 4977.228516
	Iteration 35Q: 3 clusters Score -2719533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2719535.250000 Penalty: 4977.228516
	Iteration 36Q: 3 clusters Score -2719535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2719539.500000 Penalty: 4977.228516
	Iteration 37Q: 3 clusters Score -2719540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2719554.750000 Penalty: 4977.228516
	Iteration 38Q: 3 clusters Score -2719555 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 22104 members 
Entering Unmasked Estep 
Score: -2719561.750000 Penalty: 4977.228516
	Iteration 39Q: 3 clusters Score -2719562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -2719560.750000 Penalty: 4977.228516
	Iteration 40F: 3 clusters Score -2719561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2719566.250000 Penalty: 4977.228516
	Iteration 41Q: 3 clusters Score -2719566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 22111 members 
Entering Unmasked Estep 
Score: -2719566.000000 Penalty: 4977.228516
	Iteration 42Q: 3 clusters Score -2719566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2719565.500000 Penalty: 4977.228516
	Iteration 43Q: 3 clusters Score -2719566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2719564.750000 Penalty: 4977.228516
	Iteration 44Q: 3 clusters Score -2719565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2719563.250000 Penalty: 4977.228516
	Iteration 45Q: 3 clusters Score -2719563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 22112 members 
Entering Unmasked Estep 
Score: -2719568.500000 Penalty: 4977.228516
	Iteration 46Q: 3 clusters Score -2719568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
Score: -2719566.750000 Penalty: 4977.228516
	Iteration 47Q: 3 clusters Score -2719567 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -2719564.750000 Penalty: 4977.228516
	Iteration 48Q: 3 clusters Score -2719565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2719565.000000 Penalty: 4977.228516
	Iteration 49Q: 3 clusters Score -2719565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -2719565.000000 Penalty: 4977.228516
	Iteration 50F: 3 clusters Score -2719565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Entering Unmasked Estep 
Score: -46609.859375 Penalty: 1511.764526
	Iteration 0F: 2 clusters Score -46609.86 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 244 members 
Entering Unmasked Estep 
Score: -45170.671875 Penalty: 3023.529053
	Iteration 0F: 3 clusters Score -45170.67 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45379.687500 Penalty: 3023.529053
	Iteration 1F: 3 clusters Score -45379.69 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45443.371094 Penalty: 3023.529053
	Iteration 2Q: 3 clusters Score -45443.37 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45471.058594 Penalty: 3023.529053
	Iteration 3Q: 3 clusters Score -45471.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45473.453125 Penalty: 3023.529053
	Iteration 4Q: 3 clusters Score -45473.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45474.832031 Penalty: 3023.529053
	Iteration 5Q: 3 clusters Score -45474.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45474.832031 Penalty: 3023.529053
	Iteration 6F: 3 clusters Score -45474.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Entering Unmasked Estep 
Score: -1587682.500000 Penalty: 2354.515625
	Iteration 0F: 2 clusters Score -1587682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1577930.625000 Penalty: 4709.031250
	Iteration 0F: 3 clusters Score -1577931 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1580867.250000 Penalty: 4709.031250
	Iteration 1F: 3 clusters Score -1580867 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1581236.625000 Penalty: 4709.031250
	Iteration 2F: 3 clusters Score -1581237 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -1581518.625000 Penalty: 4709.031250
	Iteration 3F: 3 clusters Score -1581519 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1581797.750000 Penalty: 4709.031250
	Iteration 4Q: 3 clusters Score -1581798 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1582058.250000 Penalty: 4709.031250
	Iteration 5Q: 3 clusters Score -1582058 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1582354.500000 Penalty: 4709.031250
	Iteration 6Q: 3 clusters Score -1582354 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1582732.500000 Penalty: 4709.031250
	Iteration 7Q: 3 clusters Score -1582732 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1583141.125000 Penalty: 4709.031250
	Iteration 8Q: 3 clusters Score -1583141 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1583595.000000 Penalty: 4709.031250
	Iteration 9Q: 3 clusters Score -1583595 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1584054.250000 Penalty: 4709.031250
	Iteration 10Q: 3 clusters Score -1584054 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9716 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1584429.375000 Penalty: 4709.031250
	Iteration 11Q: 3 clusters Score -1584429 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -1584721.000000 Penalty: 4709.031250
	Iteration 12Q: 3 clusters Score -1584721 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1584943.125000 Penalty: 4709.031250
	Iteration 13Q: 3 clusters Score -1584943 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1585078.625000 Penalty: 4709.031250
	Iteration 14Q: 3 clusters Score -1585079 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -1585172.875000 Penalty: 4709.031250
	Iteration 15Q: 3 clusters Score -1585173 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1585222.375000 Penalty: 4709.031250
	Iteration 16Q: 3 clusters Score -1585222 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1585260.875000 Penalty: 4709.031250
	Iteration 17Q: 3 clusters Score -1585261 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1585290.875000 Penalty: 4709.031250
	Iteration 18Q: 3 clusters Score -1585291 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -1585316.500000 Penalty: 4709.031250
	Iteration 19Q: 3 clusters Score -1585316 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1585346.250000 Penalty: 4709.031250
	Iteration 20F: 3 clusters Score -1585346 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10516 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1585360.875000 Penalty: 4709.031250
	Iteration 21Q: 3 clusters Score -1585361 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1585371.875000 Penalty: 4709.031250
	Iteration 22Q: 3 clusters Score -1585372 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1585388.375000 Penalty: 4709.031250
	Iteration 23Q: 3 clusters Score -1585388 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1585399.625000 Penalty: 4709.031250
	Iteration 24Q: 3 clusters Score -1585400 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -1585408.500000 Penalty: 4709.031250
	Iteration 25Q: 3 clusters Score -1585408 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1585416.875000 Penalty: 4709.031250
	Iteration 26Q: 3 clusters Score -1585417 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1585415.875000 Penalty: 4709.031250
	Iteration 27Q: 3 clusters Score -1585416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1585425.000000 Penalty: 4709.031250
	Iteration 28Q: 3 clusters Score -1585425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1585421.000000 Penalty: 4709.031250
	Iteration 29Q: 3 clusters Score -1585421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1585421.125000 Penalty: 4709.031250
	Iteration 30Q: 3 clusters Score -1585421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1585425.375000 Penalty: 4709.031250
	Iteration 31Q: 3 clusters Score -1585425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1585427.875000 Penalty: 4709.031250
	Iteration 32Q: 3 clusters Score -1585428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1585425.000000 Penalty: 4709.031250
	Iteration 33Q: 3 clusters Score -1585425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1585428.000000 Penalty: 4709.031250
	Iteration 34Q: 3 clusters Score -1585428 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1585427.000000 Penalty: 4709.031250
	Iteration 35Q: 3 clusters Score -1585427 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1585425.875000 Penalty: 4709.031250
	Iteration 36Q: 3 clusters Score -1585426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1585423.750000 Penalty: 4709.031250
	Iteration 37Q: 3 clusters Score -1585424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1585426.625000 Penalty: 4709.031250
	Iteration 38Q: 3 clusters Score -1585427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -1585425.125000 Penalty: 4709.031250
	Iteration 39Q: 3 clusters Score -1585425 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10542 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1585429.000000 Penalty: 4709.031250
	Iteration 40F: 3 clusters Score -1585429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1585431.500000 Penalty: 4709.031250
	Iteration 41Q: 3 clusters Score -1585432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1585431.500000 Penalty: 4709.031250
	Iteration 42F: 3 clusters Score -1585432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 369 members 
Mstep: Class 3 contains 18834 members 
Mstep: Class 4 contains 204060 members 
Mstep: Class 5 contains 159730 members 
Mstep: Class 6 contains 217543 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 8935 members 
Mstep: Class 10 contains 36485 members 
Mstep: Class 11 contains 35390 members 
Mstep: Class 12 contains 53880 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 82592 members 
Mstep: Class 15 contains 19937 members 
Mstep: Class 16 contains 11522 members 
Mstep: Class 17 contains 8933 members 
Mstep: Class 18 contains 201425 members 
Mstep: Class 19 contains 62254 members 
Mstep: Class 20 contains 12417 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196212 members 
Mstep: Class 23 contains 24101 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7405 members 
Mstep: Class 27 contains 22805 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 13280 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454736.000000 Penalty: 105389.281250
Iteration 199Q: 31 clusters Score -1.614547e+08 nChanged 2518
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 465 members 
Mstep: Class 3 contains 18827 members 
Mstep: Class 4 contains 203949 members 
Mstep: Class 5 contains 159680 members 
Mstep: Class 6 contains 217741 members 
Mstep: Class 7 contains 3648 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 8904 members 
Mstep: Class 10 contains 36480 members 
Mstep: Class 11 contains 35390 members 
Mstep: Class 12 contains 53866 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 82765 members 
Mstep: Class 15 contains 19941 members 
Mstep: Class 16 contains 11476 members 
Mstep: Class 17 contains 8933 members 
Mstep: Class 18 contains 201340 members 
Mstep: Class 19 contains 62185 members 
Mstep: Class 20 contains 12417 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196142 members 
Mstep: Class 23 contains 24102 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7411 members 
Mstep: Class 27 contains 22785 members 
Mstep: Class 28 contains 443 members 
Mstep: Class 29 contains 13321 members 
Mstep: Class 30 contains 858 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455296.000000 Penalty: 105389.281250
Iteration 200F: 31 clusters Score -1.614553e+08 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 525 members 
Mstep: Class 3 contains 18809 members 
Mstep: Class 4 contains 203854 members 
Mstep: Class 5 contains 159693 members 
Mstep: Class 6 contains 217947 members 
Mstep: Class 7 contains 3650 members 
Mstep: Class 8 contains 2641 members 
Mstep: Class 9 contains 8908 members 
Mstep: Class 10 contains 36474 members 
Mstep: Class 11 contains 35386 members 
Mstep: Class 12 contains 53840 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 82923 members 
Mstep: Class 15 contains 19934 members 
Mstep: Class 16 contains 11273 members 
Mstep: Class 17 contains 8931 members 
Mstep: Class 18 contains 201233 members 
Mstep: Class 19 contains 62097 members 
Mstep: Class 20 contains 12413 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 196062 members 
Mstep: Class 23 contains 24099 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7422 members 
Mstep: Class 27 contains 22776 members 
Mstep: Class 28 contains 442 members 
Mstep: Class 29 contains 13355 members 
Mstep: Class 30 contains 1022 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455408.000000 Penalty: 105389.281250
Iteration 201Q: 31 clusters Score -1.614554e+08 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 565 members 
Mstep: Class 3 contains 18793 members 
Mstep: Class 4 contains 203754 members 
Mstep: Class 5 contains 159667 members 
Mstep: Class 6 contains 218204 members 
Mstep: Class 7 contains 3651 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 8903 members 
Mstep: Class 10 contains 36471 members 
Mstep: Class 11 contains 35389 members 
Mstep: Class 12 contains 53830 members 
Mstep: Class 13 contains 2067 members 
Mstep: Class 14 contains 83056 members 
Mstep: Class 15 contains 19935 members 
Mstep: Class 16 contains 11176 members 
Mstep: Class 17 contains 8928 members 
Mstep: Class 18 contains 201168 members 
Mstep: Class 19 contains 62009 members 
Mstep: Class 20 contains 12409 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 195921 members 
Mstep: Class 23 contains 24060 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7432 members 
Mstep: Class 27 contains 22768 members 
Mstep: Class 28 contains 441 members 
Mstep: Class 29 contains 13387 members 
Mstep: Class 30 contains 1141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455664.000000 Penalty: 105389.281250
Iteration 202Q: 31 clusters Score -1.614557e+08 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 584 members 
Mstep: Class 3 contains 18784 members 
Mstep: Class 4 contains 203662 members 
Mstep: Class 5 contains 159626 members 
Mstep: Class 6 contains 218471 members 
Mstep: Class 7 contains 3652 members 
Mstep: Class 8 contains 2642 members 
Mstep: Class 9 contains 8882 members 
Mstep: Class 10 contains 36469 members 
Mstep: Class 11 contains 35385 members 
Mstep: Class 12 contains 53812 members 
Mstep: Class 13 contains 2064 members 
Mstep: Class 14 contains 83197 members 
Mstep: Class 15 contains 19936 members 
Mstep: Class 16 contains 11151 members 
Mstep: Class 17 contains 8929 members 
Mstep: Class 18 contains 201145 members 
Mstep: Class 19 contains 61943 members 
Mstep: Class 20 contains 12407 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 195721 members 
Mstep: Class 23 contains 24005 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7442 members 
Mstep: Class 27 contains 22756 members 
Mstep: Class 28 contains 444 members 
Mstep: Class 29 contains 13420 members 
Mstep: Class 30 contains 1236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455664.000000 Penalty: 105389.281250
Iteration 203Q: 31 clusters Score -1.614557e+08 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 592 members 
Mstep: Class 3 contains 18775 members 
Mstep: Class 4 contains 203586 members 
Mstep: Class 5 contains 159600 members 
Mstep: Class 6 contains 218694 members 
Mstep: Class 7 contains 3649 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 8881 members 
Mstep: Class 10 contains 36471 members 
Mstep: Class 11 contains 35385 members 
Mstep: Class 12 contains 53810 members 
Mstep: Class 13 contains 2062 members 
Mstep: Class 14 contains 83324 members 
Mstep: Class 15 contains 19940 members 
Mstep: Class 16 contains 11192 members 
Mstep: Class 17 contains 8928 members 
Mstep: Class 18 contains 201139 members 
Mstep: Class 19 contains 61885 members 
Mstep: Class 20 contains 12403 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 195514 members 
Mstep: Class 23 contains 23907 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7455 members 
Mstep: Class 27 contains 22729 members 
Mstep: Class 28 contains 446 members 
Mstep: Class 29 contains 13448 members 
Mstep: Class 30 contains 1299 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456032.000000 Penalty: 105389.281250
Iteration 204Q: 31 clusters Score -1.61456e+08 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 599 members 
Mstep: Class 3 contains 18750 members 
Mstep: Class 4 contains 203508 members 
Mstep: Class 5 contains 159646 members 
Mstep: Class 6 contains 218899 members 
Mstep: Class 7 contains 3646 members 
Mstep: Class 8 contains 2648 members 
Mstep: Class 9 contains 8875 members 
Mstep: Class 10 contains 36470 members 
Mstep: Class 11 contains 35372 members 
Mstep: Class 12 contains 53792 members 
Mstep: Class 13 contains 2061 members 
Mstep: Class 14 contains 83452 members 
Mstep: Class 15 contains 19948 members 
Mstep: Class 16 contains 11251 members 
Mstep: Class 17 contains 8931 members 
Mstep: Class 18 contains 201147 members 
Mstep: Class 19 contains 61814 members 
Mstep: Class 20 contains 12393 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 195284 members 
Mstep: Class 23 contains 23832 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7467 members 
Mstep: Class 27 contains 22712 members 
Mstep: Class 28 contains 447 members 
Mstep: Class 29 contains 13470 members 
Mstep: Class 30 contains 1343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456320.000000 Penalty: 105389.281250
Iteration 205Q: 31 clusters Score -1.614563e+08 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 600 members 
Mstep: Class 3 contains 18723 members 
Mstep: Class 4 contains 203442 members 
Mstep: Class 5 contains 159683 members 
Mstep: Class 6 contains 219067 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 8876 members 
Mstep: Class 10 contains 36459 members 
Mstep: Class 11 contains 35354 members 
Mstep: Class 12 contains 53781 members 
Mstep: Class 13 contains 2060 members 
Mstep: Class 14 contains 83595 members 
Mstep: Class 15 contains 19948 members 
Mstep: Class 16 contains 11297 members 
Mstep: Class 17 contains 8924 members 
Mstep: Class 18 contains 201169 members 
Mstep: Class 19 contains 61731 members 
Mstep: Class 20 contains 12381 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 195072 members 
Mstep: Class 23 contains 23785 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7484 members 
Mstep: Class 27 contains 22698 members 
Mstep: Class 28 contains 448 members 
Mstep: Class 29 contains 13493 members 
Mstep: Class 30 contains 1389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456720.000000 Penalty: 105389.281250
Iteration 206Q: 31 clusters Score -1.614567e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 607 members 
Mstep: Class 3 contains 18706 members 
Mstep: Class 4 contains 203388 members 
Mstep: Class 5 contains 159688 members 
Mstep: Class 6 contains 219220 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 2654 members 
Mstep: Class 9 contains 8876 members 
Mstep: Class 10 contains 36454 members 
Mstep: Class 11 contains 35331 members 
Mstep: Class 12 contains 53762 members 
Mstep: Class 13 contains 2059 members 
Mstep: Class 14 contains 83728 members 
Mstep: Class 15 contains 19942 members 
Mstep: Class 16 contains 11331 members 
Mstep: Class 17 contains 8917 members 
Mstep: Class 18 contains 201185 members 
Mstep: Class 19 contains 61646 members 
Mstep: Class 20 contains 12375 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 194886 members 
Mstep: Class 23 contains 23754 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7505 members 
Mstep: Class 27 contains 22688 members 
Mstep: Class 28 contains 449 members 
Mstep: Class 29 contains 13526 members 
Mstep: Class 30 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161457104.000000 Penalty: 105389.281250
Iteration 207Q: 31 clusters Score -1.614571e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 614 members 
Mstep: Class 3 contains 18685 members 
Mstep: Class 4 contains 203361 members 
Mstep: Class 5 contains 159650 members 
Mstep: Class 6 contains 219417 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 8880 members 
Mstep: Class 10 contains 36445 members 
Mstep: Class 11 contains 35301 members 
Mstep: Class 12 contains 53756 members 
Mstep: Class 13 contains 2055 members 
Mstep: Class 14 contains 83843 members 
Mstep: Class 15 contains 19937 members 
Mstep: Class 16 contains 11359 members 
Mstep: Class 17 contains 8913 members 
Mstep: Class 18 contains 201164 members 
Mstep: Class 19 contains 61564 members 
Mstep: Class 20 contains 12364 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 194729 members 
Mstep: Class 23 contains 23727 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7531 members 
Mstep: Class 27 contains 22673 members 
Mstep: Class 28 contains 452 members 
Mstep: Class 29 contains 13555 members 
Mstep: Class 30 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161457680.000000 Penalty: 105389.281250
Iteration 208Q: 31 clusters Score -1.614577e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 620 members 
Mstep: Class 3 contains 18662 members 
Mstep: Class 4 contains 203328 members 
Mstep: Class 5 contains 159571 members 
Mstep: Class 6 contains 219649 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2650 members 
Mstep: Class 9 contains 8875 members 
Mstep: Class 10 contains 36430 members 
Mstep: Class 11 contains 35275 members 
Mstep: Class 12 contains 53746 members 
Mstep: Class 13 contains 2054 members 
Mstep: Class 14 contains 83948 members 
Mstep: Class 15 contains 19931 members 
Mstep: Class 16 contains 11406 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 201162 members 
Mstep: Class 19 contains 61492 members 
Mstep: Class 20 contains 12352 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 194563 members 
Mstep: Class 23 contains 23700 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7550 members 
Mstep: Class 27 contains 22674 members 
Mstep: Class 28 contains 453 members 
Mstep: Class 29 contains 13591 members 
Mstep: Class 30 contains 1506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161457680.000000 Penalty: 105389.281250
Iteration 209Q: 31 clusters Score -1.614577e+08 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 625 members 
Mstep: Class 3 contains 18643 members 
Mstep: Class 4 contains 203278 members 
Mstep: Class 5 contains 159506 members 
Mstep: Class 6 contains 219921 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 8874 members 
Mstep: Class 10 contains 36424 members 
Mstep: Class 11 contains 35241 members 
Mstep: Class 12 contains 53721 members 
Mstep: Class 13 contains 2050 members 
Mstep: Class 14 contains 84056 members 
Mstep: Class 15 contains 19934 members 
Mstep: Class 16 contains 11462 members 
Mstep: Class 17 contains 8914 members 
Mstep: Class 18 contains 201165 members 
Mstep: Class 19 contains 61408 members 
Mstep: Class 20 contains 12334 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 194391 members 
Mstep: Class 23 contains 23673 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7565 members 
Mstep: Class 27 contains 22667 members 
Mstep: Class 28 contains 457 members 
Mstep: Class 29 contains 13610 members 
Mstep: Class 30 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458384.000000 Penalty: 105389.281250
Iteration 210Q: 31 clusters Score -1.614584e+08 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 630 members 
Mstep: Class 3 contains 18628 members 
Mstep: Class 4 contains 203187 members 
Mstep: Class 5 contains 159474 members 
Mstep: Class 6 contains 220208 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2653 members 
Mstep: Class 9 contains 8878 members 
Mstep: Class 10 contains 36411 members 
Mstep: Class 11 contains 35207 members 
Mstep: Class 12 contains 53689 members 
Mstep: Class 13 contains 2047 members 
Mstep: Class 14 contains 84166 members 
Mstep: Class 15 contains 19929 members 
Mstep: Class 16 contains 11509 members 
Mstep: Class 17 contains 8909 members 
Mstep: Class 18 contains 201176 members 
Mstep: Class 19 contains 61364 members 
Mstep: Class 20 contains 12326 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 194178 members 
Mstep: Class 23 contains 23655 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7585 members 
Mstep: Class 27 contains 22658 members 
Mstep: Class 28 contains 460 members 
Mstep: Class 29 contains 13621 members 
Mstep: Class 30 contains 1546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458640.000000 Penalty: 105389.281250
Iteration 211Q: 31 clusters Score -1.614586e+08 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 632 members 
Mstep: Class 3 contains 18606 members 
Mstep: Class 4 contains 203143 members 
Mstep: Class 5 contains 159416 members 
Mstep: Class 6 contains 220463 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 2651 members 
Mstep: Class 9 contains 8887 members 
Mstep: Class 10 contains 36396 members 
Mstep: Class 11 contains 35189 members 
Mstep: Class 12 contains 53660 members 
Mstep: Class 13 contains 2041 members 
Mstep: Class 14 contains 84289 members 
Mstep: Class 15 contains 19917 members 
Mstep: Class 16 contains 11550 members 
Mstep: Class 17 contains 8907 members 
Mstep: Class 18 contains 201163 members 
Mstep: Class 19 contains 61326 members 
Mstep: Class 20 contains 12315 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 193977 members 
Mstep: Class 23 contains 23638 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7608 members 
Mstep: Class 27 contains 22656 members 
Mstep: Class 28 contains 465 members 
Mstep: Class 29 contains 13635 members 
Mstep: Class 30 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458752.000000 Penalty: 105389.281250
Iteration 212Q: 31 clusters Score -1.614588e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 635 members 
Mstep: Class 3 contains 18583 members 
Mstep: Class 4 contains 203091 members 
Mstep: Class 5 contains 159404 members 
Mstep: Class 6 contains 220730 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 2652 members 
Mstep: Class 9 contains 8894 members 
Mstep: Class 10 contains 36386 members 
Mstep: Class 11 contains 35152 members 
Mstep: Class 12 contains 53641 members 
Mstep: Class 13 contains 2033 members 
Mstep: Class 14 contains 84450 members 
Mstep: Class 15 contains 19919 members 
Mstep: Class 16 contains 11577 members 
Mstep: Class 17 contains 8906 members 
Mstep: Class 18 contains 201105 members 
Mstep: Class 19 contains 61280 members 
Mstep: Class 20 contains 12309 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 193718 members 
Mstep: Class 23 contains 23639 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7620 members 
Mstep: Class 27 contains 22650 members 
Mstep: Class 28 contains 473 members 
Mstep: Class 29 contains 13660 members 
Mstep: Class 30 contains 1570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161459424.000000 Penalty: 105389.281250
Iteration 213Q: 31 clusters Score -1.614594e+08 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 636 members 
Mstep: Class 3 contains 18557 members 
Mstep: Class 4 contains 203037 members 
Mstep: Class 5 contains 159360 members 
Mstep: Class 6 contains 221030 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 2657 members 
Mstep: Class 9 contains 8899 members 
Mstep: Class 10 contains 36380 members 
Mstep: Class 11 contains 35134 members 
Mstep: Class 12 contains 53617 members 
Mstep: Class 13 contains 2022 members 
Mstep: Class 14 contains 84599 members 
Mstep: Class 15 contains 19925 members 
Mstep: Class 16 contains 11600 members 
Mstep: Class 17 contains 8899 members 
Mstep: Class 18 contains 201054 members 
Mstep: Class 19 contains 61225 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 193478 members 
Mstep: Class 23 contains 23649 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7636 members 
Mstep: Class 27 contains 22637 members 
Mstep: Class 28 contains 485 members 
Mstep: Class 29 contains 13667 members 
Mstep: Class 30 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161459952.000000 Penalty: 105389.281250
Iteration 214Q: 31 clusters Score -1.6146e+08 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 640 members 
Mstep: Class 3 contains 18530 members 
Mstep: Class 4 contains 202995 members 
Mstep: Class 5 contains 159326 members 
Mstep: Class 6 contains 221385 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 8902 members 
Mstep: Class 10 contains 36374 members 
Mstep: Class 11 contains 35107 members 
Mstep: Class 12 contains 53606 members 
Mstep: Class 13 contains 2012 members 
Mstep: Class 14 contains 84725 members 
Mstep: Class 15 contains 19924 members 
Mstep: Class 16 contains 11624 members 
Mstep: Class 17 contains 8895 members 
Mstep: Class 18 contains 201004 members 
Mstep: Class 19 contains 61159 members 
Mstep: Class 20 contains 12306 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 193203 members 
Mstep: Class 23 contains 23650 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7655 members 
Mstep: Class 27 contains 22618 members 
Mstep: Class 28 contains 496 members 
Mstep: Class 29 contains 13671 members 
Mstep: Class 30 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161459888.000000 Penalty: 105389.281250
Iteration 215Q: 31 clusters Score -1.614599e+08 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 18487 members 
Mstep: Class 4 contains 202978 members 
Mstep: Class 5 contains 159270 members 
Mstep: Class 6 contains 221749 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 8906 members 
Mstep: Class 10 contains 36365 members 
Mstep: Class 11 contains 35098 members 
Mstep: Class 12 contains 53593 members 
Mstep: Class 13 contains 1997 members 
Mstep: Class 14 contains 84872 members 
Mstep: Class 15 contains 19924 members 
Mstep: Class 16 contains 11652 members 
Mstep: Class 17 contains 8888 members 
Mstep: Class 18 contains 200930 members 
Mstep: Class 19 contains 61094 members 
Mstep: Class 20 contains 12303 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 192901 members 
Mstep: Class 23 contains 23637 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7685 members 
Mstep: Class 27 contains 22622 members 
Mstep: Class 28 contains 512 members 
Mstep: Class 29 contains 13679 members 
Mstep: Class 30 contains 1601 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161460288.000000 Penalty: 105389.281250
Iteration 216Q: 31 clusters Score -1.614603e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 642 members 
Mstep: Class 3 contains 18449 members 
Mstep: Class 4 contains 202952 members 
Mstep: Class 5 contains 159211 members 
Mstep: Class 6 contains 222134 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 8908 members 
Mstep: Class 10 contains 36370 members 
Mstep: Class 11 contains 35085 members 
Mstep: Class 12 contains 53593 members 
Mstep: Class 13 contains 1984 members 
Mstep: Class 14 contains 85004 members 
Mstep: Class 15 contains 19932 members 
Mstep: Class 16 contains 11679 members 
Mstep: Class 17 contains 8886 members 
Mstep: Class 18 contains 200822 members 
Mstep: Class 19 contains 61019 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 192636 members 
Mstep: Class 23 contains 23630 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7708 members 
Mstep: Class 27 contains 22624 members 
Mstep: Class 28 contains 526 members 
Mstep: Class 29 contains 13679 members 
Mstep: Class 30 contains 1608 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161460448.000000 Penalty: 105389.281250
Iteration 217Q: 31 clusters Score -1.614604e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 643 members 
Mstep: Class 3 contains 18416 members 
Mstep: Class 4 contains 202932 members 
Mstep: Class 5 contains 159163 members 
Mstep: Class 6 contains 222470 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 8910 members 
Mstep: Class 10 contains 36366 members 
Mstep: Class 11 contains 35075 members 
Mstep: Class 12 contains 53590 members 
Mstep: Class 13 contains 1979 members 
Mstep: Class 14 contains 85142 members 
Mstep: Class 15 contains 19935 members 
Mstep: Class 16 contains 11693 members 
Mstep: Class 17 contains 8881 members 
Mstep: Class 18 contains 200766 members 
Mstep: Class 19 contains 60948 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 192369 members 
Mstep: Class 23 contains 23624 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7731 members 
Mstep: Class 27 contains 22606 members 
Mstep: Class 28 contains 531 members 
Mstep: Class 29 contains 13673 members 
Mstep: Class 30 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161460608.000000 Penalty: 105389.281250
Iteration 218Q: 31 clusters Score -1.614606e+08 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 644 members 
Mstep: Class 3 contains 18379 members 
Mstep: Class 4 contains 202908 members 
Mstep: Class 5 contains 159095 members 
Mstep: Class 6 contains 222853 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 8912 members 
Mstep: Class 10 contains 36364 members 
Mstep: Class 11 contains 35056 members 
Mstep: Class 12 contains 53590 members 
Mstep: Class 13 contains 1978 members 
Mstep: Class 14 contains 85273 members 
Mstep: Class 15 contains 19939 members 
Mstep: Class 16 contains 11710 members 
Mstep: Class 17 contains 8876 members 
Mstep: Class 18 contains 200726 members 
Mstep: Class 19 contains 60866 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 192064 members 
Mstep: Class 23 contains 23632 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7748 members 
Mstep: Class 27 contains 22604 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 13672 members 
Mstep: Class 30 contains 1627 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161460848.000000 Penalty: 105389.281250
Iteration 219Q: 31 clusters Score -1.614608e+08 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8036 members 
Mstep: Class 2 contains 646 members 
Mstep: Class 3 contains 18351 members 
Mstep: Class 4 contains 202874 members 
Mstep: Class 5 contains 159018 members 
Mstep: Class 6 contains 223207 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 8917 members 
Mstep: Class 10 contains 36352 members 
Mstep: Class 11 contains 35041 members 
Mstep: Class 12 contains 53598 members 
Mstep: Class 13 contains 1978 members 
Mstep: Class 14 contains 85415 members 
Mstep: Class 15 contains 19936 members 
Mstep: Class 16 contains 11722 members 
Mstep: Class 17 contains 8879 members 
Mstep: Class 18 contains 200637 members 
Mstep: Class 19 contains 60772 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 191854 members 
Mstep: Class 23 contains 23637 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7766 members 
Mstep: Class 27 contains 22595 members 
Mstep: Class 28 contains 533 members 
Mstep: Class 29 contains 13676 members 
Mstep: Class 30 contains 1632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461408.000000 Penalty: 105389.281250
Iteration 220F: 31 clusters Score -1.614614e+08 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 647 members 
Mstep: Class 3 contains 18325 members 
Mstep: Class 4 contains 202831 members 
Mstep: Class 5 contains 158917 members 
Mstep: Class 6 contains 223550 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 8917 members 
Mstep: Class 10 contains 36346 members 
Mstep: Class 11 contains 35030 members 
Mstep: Class 12 contains 53596 members 
Mstep: Class 13 contains 1971 members 
Mstep: Class 14 contains 85563 members 
Mstep: Class 15 contains 19942 members 
Mstep: Class 16 contains 11731 members 
Mstep: Class 17 contains 8879 members 
Mstep: Class 18 contains 200555 members 
Mstep: Class 19 contains 60662 members 
Mstep: Class 20 contains 12297 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 191687 members 
Mstep: Class 23 contains 23640 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7781 members 
Mstep: Class 27 contains 22598 members 
Mstep: Class 28 contains 540 members 
Mstep: Class 29 contains 13681 members 
Mstep: Class 30 contains 1639 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461808.000000 Penalty: 105389.281250
Iteration 221Q: 31 clusters Score -1.614618e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 648 members 
Mstep: Class 3 contains 18278 members 
Mstep: Class 4 contains 202792 members 
Mstep: Class 5 contains 158853 members 
Mstep: Class 6 contains 223803 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 8917 members 
Mstep: Class 10 contains 36331 members 
Mstep: Class 11 contains 35020 members 
Mstep: Class 12 contains 53590 members 
Mstep: Class 13 contains 1966 members 
Mstep: Class 14 contains 85735 members 
Mstep: Class 15 contains 19948 members 
Mstep: Class 16 contains 11734 members 
Mstep: Class 17 contains 8881 members 
Mstep: Class 18 contains 200447 members 
Mstep: Class 19 contains 60572 members 
Mstep: Class 20 contains 12296 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 191587 members 
Mstep: Class 23 contains 23649 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7810 members 
Mstep: Class 27 contains 22590 members 
Mstep: Class 28 contains 545 members 
Mstep: Class 29 contains 13679 members 
Mstep: Class 30 contains 1645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462240.000000 Penalty: 105389.281250
Iteration 222Q: 31 clusters Score -1.614622e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 202739 members 
Mstep: Class 5 contains 158818 members 
Mstep: Class 6 contains 224019 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 8919 members 
Mstep: Class 10 contains 36329 members 
Mstep: Class 11 contains 35012 members 
Mstep: Class 12 contains 53578 members 
Mstep: Class 13 contains 1963 members 
Mstep: Class 14 contains 85897 members 
Mstep: Class 15 contains 19948 members 
Mstep: Class 16 contains 11739 members 
Mstep: Class 17 contains 8881 members 
Mstep: Class 18 contains 200359 members 
Mstep: Class 19 contains 60493 members 
Mstep: Class 20 contains 12298 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 191486 members 
Mstep: Class 23 contains 23656 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7830 members 
Mstep: Class 27 contains 22582 members 
Mstep: Class 28 contains 548 members 
Mstep: Class 29 contains 13681 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462544.000000 Penalty: 105389.281250
Iteration 223Q: 31 clusters Score -1.614625e+08 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 18201 members 
Mstep: Class 4 contains 202714 members 
Mstep: Class 5 contains 158732 members 
Mstep: Class 6 contains 224253 members 
Mstep: Class 7 contains 3643 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 8921 members 
Mstep: Class 10 contains 36322 members 
Mstep: Class 11 contains 35005 members 
Mstep: Class 12 contains 53586 members 
Mstep: Class 13 contains 1959 members 
Mstep: Class 14 contains 86050 members 
Mstep: Class 15 contains 19951 members 
Mstep: Class 16 contains 11750 members 
Mstep: Class 17 contains 8878 members 
Mstep: Class 18 contains 200254 members 
Mstep: Class 19 contains 60410 members 
Mstep: Class 20 contains 12295 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 191412 members 
Mstep: Class 23 contains 23659 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7853 members 
Mstep: Class 27 contains 22559 members 
Mstep: Class 28 contains 552 members 
Mstep: Class 29 contains 13686 members 
Mstep: Class 30 contains 1650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463024.000000 Penalty: 105389.281250
Iteration 224Q: 31 clusters Score -1.61463e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 18165 members 
Mstep: Class 4 contains 202702 members 
Mstep: Class 5 contains 158637 members 
Mstep: Class 6 contains 224479 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2669 members 
Mstep: Class 9 contains 8920 members 
Mstep: Class 10 contains 36324 members 
Mstep: Class 11 contains 34995 members 
Mstep: Class 12 contains 53585 members 
Mstep: Class 13 contains 1957 members 
Mstep: Class 14 contains 86182 members 
Mstep: Class 15 contains 19954 members 
Mstep: Class 16 contains 11761 members 
Mstep: Class 17 contains 8873 members 
Mstep: Class 18 contains 200161 members 
Mstep: Class 19 contains 60320 members 
Mstep: Class 20 contains 12291 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 191352 members 
Mstep: Class 23 contains 23664 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7885 members 
Mstep: Class 27 contains 22546 members 
Mstep: Class 28 contains 554 members 
Mstep: Class 29 contains 13687 members 
Mstep: Class 30 contains 1652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462880.000000 Penalty: 105389.281250
Iteration 225Q: 31 clusters Score -1.614629e+08 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 18134 members 
Mstep: Class 4 contains 202634 members 
Mstep: Class 5 contains 158609 members 
Mstep: Class 6 contains 224671 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 8926 members 
Mstep: Class 10 contains 36328 members 
Mstep: Class 11 contains 34986 members 
Mstep: Class 12 contains 53582 members 
Mstep: Class 13 contains 1955 members 
Mstep: Class 14 contains 86318 members 
Mstep: Class 15 contains 19946 members 
Mstep: Class 16 contains 11775 members 
Mstep: Class 17 contains 8871 members 
Mstep: Class 18 contains 200086 members 
Mstep: Class 19 contains 60250 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 191284 members 
Mstep: Class 23 contains 23666 members 
Mstep: Class 24 contains 2239 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7903 members 
Mstep: Class 27 contains 22536 members 
Mstep: Class 28 contains 556 members 
Mstep: Class 29 contains 13684 members 
Mstep: Class 30 contains 1654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462880.000000 Penalty: 105389.281250
Iteration 226Q: 31 clusters Score -1.614629e+08 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 18113 members 
Mstep: Class 4 contains 202577 members 
Mstep: Class 5 contains 158582 members 
Mstep: Class 6 contains 224868 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 8929 members 
Mstep: Class 10 contains 36328 members 
Mstep: Class 11 contains 34977 members 
Mstep: Class 12 contains 53577 members 
Mstep: Class 13 contains 1953 members 
Mstep: Class 14 contains 86456 members 
Mstep: Class 15 contains 19944 members 
Mstep: Class 16 contains 11788 members 
Mstep: Class 17 contains 8872 members 
Mstep: Class 18 contains 199957 members 
Mstep: Class 19 contains 60181 members 
Mstep: Class 20 contains 12285 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 191237 members 
Mstep: Class 23 contains 23661 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7922 members 
Mstep: Class 27 contains 22521 members 
Mstep: Class 28 contains 558 members 
Mstep: Class 29 contains 13693 members 
Mstep: Class 30 contains 1658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 105389.281250
Iteration 227Q: 31 clusters Score -1.614628e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 18088 members 
Mstep: Class 4 contains 202514 members 
Mstep: Class 5 contains 158575 members 
Mstep: Class 6 contains 225087 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 8936 members 
Mstep: Class 10 contains 36328 members 
Mstep: Class 11 contains 34968 members 
Mstep: Class 12 contains 53576 members 
Mstep: Class 13 contains 1952 members 
Mstep: Class 14 contains 86583 members 
Mstep: Class 15 contains 19938 members 
Mstep: Class 16 contains 11801 members 
Mstep: Class 17 contains 8868 members 
Mstep: Class 18 contains 199812 members 
Mstep: Class 19 contains 60117 members 
Mstep: Class 20 contains 12284 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 191151 members 
Mstep: Class 23 contains 23656 members 
Mstep: Class 24 contains 2241 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7946 members 
Mstep: Class 27 contains 22522 members 
Mstep: Class 28 contains 559 members 
Mstep: Class 29 contains 13711 members 
Mstep: Class 30 contains 1661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462848.000000 Penalty: 105389.281250
Iteration 228Q: 31 clusters Score -1.614628e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 650 members 
Mstep: Class 3 contains 18062 members 
Mstep: Class 4 contains 202424 members 
Mstep: Class 5 contains 158567 members 
Mstep: Class 6 contains 225334 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 36324 members 
Mstep: Class 11 contains 34958 members 
Mstep: Class 12 contains 53587 members 
Mstep: Class 13 contains 1951 members 
Mstep: Class 14 contains 86706 members 
Mstep: Class 15 contains 19936 members 
Mstep: Class 16 contains 11806 members 
Mstep: Class 17 contains 8865 members 
Mstep: Class 18 contains 199696 members 
Mstep: Class 19 contains 60044 members 
Mstep: Class 20 contains 12284 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 191047 members 
Mstep: Class 23 contains 23659 members 
Mstep: Class 24 contains 2243 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7966 members 
Mstep: Class 27 contains 22524 members 
Mstep: Class 28 contains 560 members 
Mstep: Class 29 contains 13720 members 
Mstep: Class 30 contains 1668 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463088.000000 Penalty: 105389.281250
Iteration 229Q: 31 clusters Score -1.614631e+08 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 18033 members 
Mstep: Class 4 contains 202312 members 
Mstep: Class 5 contains 158556 members 
Mstep: Class 6 contains 225628 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 8938 members 
Mstep: Class 10 contains 36316 members 
Mstep: Class 11 contains 34958 members 
Mstep: Class 12 contains 53593 members 
Mstep: Class 13 contains 1950 members 
Mstep: Class 14 contains 86800 members 
Mstep: Class 15 contains 19935 members 
Mstep: Class 16 contains 11809 members 
Mstep: Class 17 contains 8862 members 
Mstep: Class 18 contains 199600 members 
Mstep: Class 19 contains 59968 members 
Mstep: Class 20 contains 12279 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 190948 members 
Mstep: Class 23 contains 23661 members 
Mstep: Class 24 contains 2244 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7986 members 
Mstep: Class 27 contains 22507 members 
Mstep: Class 28 contains 562 members 
Mstep: Class 29 contains 13735 members 
Mstep: Class 30 contains 1677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463184.000000 Penalty: 105389.281250
Iteration 230Q: 31 clusters Score -1.614632e+08 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 648 members 
Mstep: Class 3 contains 18001 members 
Mstep: Class 4 contains 202170 members 
Mstep: Class 5 contains 158587 members 
Mstep: Class 6 contains 225962 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 36316 members 
Mstep: Class 11 contains 34951 members 
Mstep: Class 12 contains 53596 members 
Mstep: Class 13 contains 1947 members 
Mstep: Class 14 contains 86880 members 
Mstep: Class 15 contains 19934 members 
Mstep: Class 16 contains 11816 members 
Mstep: Class 17 contains 8857 members 
Mstep: Class 18 contains 199506 members 
Mstep: Class 19 contains 59899 members 
Mstep: Class 20 contains 12278 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190820 members 
Mstep: Class 23 contains 23667 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 7995 members 
Mstep: Class 27 contains 22493 members 
Mstep: Class 28 contains 565 members 
Mstep: Class 29 contains 13748 members 
Mstep: Class 30 contains 1681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463536.000000 Penalty: 105389.281250
Iteration 231Q: 31 clusters Score -1.614635e+08 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 649 members 
Mstep: Class 3 contains 17980 members 
Mstep: Class 4 contains 202028 members 
Mstep: Class 5 contains 158611 members 
Mstep: Class 6 contains 226314 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 8943 members 
Mstep: Class 10 contains 36320 members 
Mstep: Class 11 contains 34943 members 
Mstep: Class 12 contains 53590 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 86963 members 
Mstep: Class 15 contains 19928 members 
Mstep: Class 16 contains 11817 members 
Mstep: Class 17 contains 8854 members 
Mstep: Class 18 contains 199383 members 
Mstep: Class 19 contains 59833 members 
Mstep: Class 20 contains 12273 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190705 members 
Mstep: Class 23 contains 23674 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8005 members 
Mstep: Class 27 contains 22479 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13756 members 
Mstep: Class 30 contains 1685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463760.000000 Penalty: 105389.281250
Iteration 232Q: 31 clusters Score -1.614638e+08 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 17954 members 
Mstep: Class 4 contains 201876 members 
Mstep: Class 5 contains 158628 members 
Mstep: Class 6 contains 226671 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2664 members 
Mstep: Class 9 contains 8947 members 
Mstep: Class 10 contains 36312 members 
Mstep: Class 11 contains 34938 members 
Mstep: Class 12 contains 53580 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87056 members 
Mstep: Class 15 contains 19923 members 
Mstep: Class 16 contains 11822 members 
Mstep: Class 17 contains 8849 members 
Mstep: Class 18 contains 199286 members 
Mstep: Class 19 contains 59766 members 
Mstep: Class 20 contains 12268 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190591 members 
Mstep: Class 23 contains 23676 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8009 members 
Mstep: Class 27 contains 22459 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13763 members 
Mstep: Class 30 contains 1690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463856.000000 Penalty: 105389.281250
Iteration 233Q: 31 clusters Score -1.614639e+08 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 17933 members 
Mstep: Class 4 contains 201744 members 
Mstep: Class 5 contains 158624 members 
Mstep: Class 6 contains 226955 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 8949 members 
Mstep: Class 10 contains 36308 members 
Mstep: Class 11 contains 34930 members 
Mstep: Class 12 contains 53578 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87140 members 
Mstep: Class 15 contains 19921 members 
Mstep: Class 16 contains 11830 members 
Mstep: Class 17 contains 8848 members 
Mstep: Class 18 contains 199242 members 
Mstep: Class 19 contains 59681 members 
Mstep: Class 20 contains 12267 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190499 members 
Mstep: Class 23 contains 23681 members 
Mstep: Class 24 contains 2242 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8018 members 
Mstep: Class 27 contains 22439 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13763 members 
Mstep: Class 30 contains 1695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161464416.000000 Penalty: 105389.281250
Iteration 234Q: 31 clusters Score -1.614644e+08 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 17925 members 
Mstep: Class 4 contains 201584 members 
Mstep: Class 5 contains 158643 members 
Mstep: Class 6 contains 227258 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 8950 members 
Mstep: Class 10 contains 36293 members 
Mstep: Class 11 contains 34920 members 
Mstep: Class 12 contains 53573 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87220 members 
Mstep: Class 15 contains 19925 members 
Mstep: Class 16 contains 11835 members 
Mstep: Class 17 contains 8846 members 
Mstep: Class 18 contains 199212 members 
Mstep: Class 19 contains 59628 members 
Mstep: Class 20 contains 12265 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190348 members 
Mstep: Class 23 contains 23691 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8025 members 
Mstep: Class 27 contains 22429 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13768 members 
Mstep: Class 30 contains 1699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161464880.000000 Penalty: 105389.281250
Iteration 235Q: 31 clusters Score -1.614649e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 17913 members 
Mstep: Class 4 contains 201419 members 
Mstep: Class 5 contains 158624 members 
Mstep: Class 6 contains 227519 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 8950 members 
Mstep: Class 10 contains 36277 members 
Mstep: Class 11 contains 34908 members 
Mstep: Class 12 contains 53564 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87311 members 
Mstep: Class 15 contains 19923 members 
Mstep: Class 16 contains 11841 members 
Mstep: Class 17 contains 8842 members 
Mstep: Class 18 contains 199189 members 
Mstep: Class 19 contains 59574 members 
Mstep: Class 20 contains 12268 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190286 members 
Mstep: Class 23 contains 23702 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8031 members 
Mstep: Class 27 contains 22407 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13771 members 
Mstep: Class 30 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161465328.000000 Penalty: 105389.281250
Iteration 236Q: 31 clusters Score -1.614653e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 17896 members 
Mstep: Class 4 contains 201273 members 
Mstep: Class 5 contains 158578 members 
Mstep: Class 6 contains 227760 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2666 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 36272 members 
Mstep: Class 11 contains 34905 members 
Mstep: Class 12 contains 53559 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87407 members 
Mstep: Class 15 contains 19916 members 
Mstep: Class 16 contains 11847 members 
Mstep: Class 17 contains 8842 members 
Mstep: Class 18 contains 199174 members 
Mstep: Class 19 contains 59503 members 
Mstep: Class 20 contains 12267 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190259 members 
Mstep: Class 23 contains 23711 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8044 members 
Mstep: Class 27 contains 22385 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13761 members 
Mstep: Class 30 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161465696.000000 Penalty: 105389.281250
Iteration 237Q: 31 clusters Score -1.614657e+08 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 17876 members 
Mstep: Class 4 contains 201145 members 
Mstep: Class 5 contains 158552 members 
Mstep: Class 6 contains 227996 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 2665 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 36258 members 
Mstep: Class 11 contains 34898 members 
Mstep: Class 12 contains 53549 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87504 members 
Mstep: Class 15 contains 19917 members 
Mstep: Class 16 contains 11856 members 
Mstep: Class 17 contains 8842 members 
Mstep: Class 18 contains 199163 members 
Mstep: Class 19 contains 59445 members 
Mstep: Class 20 contains 12266 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190222 members 
Mstep: Class 23 contains 23713 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8051 members 
Mstep: Class 27 contains 22351 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13748 members 
Mstep: Class 30 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161465824.000000 Penalty: 105389.281250
Iteration 238Q: 31 clusters Score -1.614658e+08 nChanged 2328
Entering ConstructFrom: 
Score: -161465824.000000 Penalty: 105389.281250
Entering ConstructFrom: 
Trying to split cluster 1 (8199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Entering Unmasked Estep 
Score: -913256.500000 Penalty: 2234.918213
	Iteration 0F: 2 clusters Score -913256.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -906737.312500 Penalty: 4469.836426
	Iteration 0F: 3 clusters Score -906737.3 nChanged 3338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -908556.500000 Penalty: 4469.836426
	Iteration 1F: 3 clusters Score -908556.5 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -908902.000000 Penalty: 4469.836426
	Iteration 2F: 3 clusters Score -908902 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -909279.375000 Penalty: 4469.836426
	Iteration 3F: 3 clusters Score -909279.4 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -909732.437500 Penalty: 4469.836426
	Iteration 4F: 3 clusters Score -909732.4 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -910216.250000 Penalty: 4469.836426
	Iteration 5F: 3 clusters Score -910216.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -910651.312500 Penalty: 4469.836426
	Iteration 6F: 3 clusters Score -910651.3 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -910983.937500 Penalty: 4469.836426
	Iteration 7F: 3 clusters Score -910983.9 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -911267.875000 Penalty: 4469.836426
	Iteration 8Q: 3 clusters Score -911267.9 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 6202 members 
Entering Unmasked Estep 
Score: -911472.937500 Penalty: 4469.836426
	Iteration 9Q: 3 clusters Score -911472.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -911611.250000 Penalty: 4469.836426
	Iteration 10Q: 3 clusters Score -911611.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -911718.312500 Penalty: 4469.836426
	Iteration 11Q: 3 clusters Score -911718.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -911802.812500 Penalty: 4469.836426
	Iteration 12Q: 3 clusters Score -911802.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -911879.500000 Penalty: 4469.836426
	Iteration 13Q: 3 clusters Score -911879.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -911943.125000 Penalty: 4469.836426
	Iteration 14Q: 3 clusters Score -911943.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -911990.437500 Penalty: 4469.836426
	Iteration 15Q: 3 clusters Score -911990.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -912041.062500 Penalty: 4469.836426
	Iteration 16Q: 3 clusters Score -912041.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -912079.375000 Penalty: 4469.836426
	Iteration 17Q: 3 clusters Score -912079.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -912115.250000 Penalty: 4469.836426
	Iteration 18Q: 3 clusters Score -912115.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -912133.687500 Penalty: 4469.836426
	Iteration 19Q: 3 clusters Score -912133.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -912147.437500 Penalty: 4469.836426
	Iteration 20F: 3 clusters Score -912147.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -912158.812500 Penalty: 4469.836426
	Iteration 21Q: 3 clusters Score -912158.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -912169.187500 Penalty: 4469.836426
	Iteration 22Q: 3 clusters Score -912169.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -912172.062500 Penalty: 4469.836426
	Iteration 23Q: 3 clusters Score -912172.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -912177.062500 Penalty: 4469.836426
	Iteration 24Q: 3 clusters Score -912177.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -912178.625000 Penalty: 4469.836426
	Iteration 25Q: 3 clusters Score -912178.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -912181.062500 Penalty: 4469.836426
	Iteration 26Q: 3 clusters Score -912181.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -912182.312500 Penalty: 4469.836426
	Iteration 27Q: 3 clusters Score -912182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -912182.312500 Penalty: 4469.836426
	Iteration 28F: 3 clusters Score -912182.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -51716.570312 Penalty: 1606.670288
	Iteration 0F: 2 clusters Score -51716.57 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
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: -50100.601562 Penalty: 3213.340576
	Iteration 0F: 3 clusters Score -50100.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -50373.718750 Penalty: 3213.340576
	Iteration 1F: 3 clusters Score -50373.72 nChanged 36
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: -50440.367188 Penalty: 3213.340576
	Iteration 2F: 3 clusters Score -50440.37 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -50472.589844 Penalty: 3213.340576
	Iteration 3Q: 3 clusters Score -50472.59 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -50485.847656 Penalty: 3213.340576
	Iteration 4Q: 3 clusters Score -50485.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -50498.277344 Penalty: 3213.340576
	Iteration 5Q: 3 clusters Score -50498.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -50504.992188 Penalty: 3213.340576
	Iteration 6Q: 3 clusters Score -50504.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50509.289062 Penalty: 3213.340576
	Iteration 7Q: 3 clusters Score -50509.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -50509.695312 Penalty: 3213.340576
	Iteration 8Q: 3 clusters Score -50509.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -50509.695312 Penalty: 3213.340576
	Iteration 9F: 3 clusters Score -50509.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17866 members 
Entering Unmasked Estep 
Score: -1975555.250000 Penalty: 2428.082520
	Iteration 0F: 2 clusters Score -1975555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1962850.625000 Penalty: 4856.165039
	Iteration 0F: 3 clusters Score -1962851 nChanged 7789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1967049.125000 Penalty: 4856.165039
	Iteration 1F: 3 clusters Score -1967049 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1967470.875000 Penalty: 4856.165039
	Iteration 2F: 3 clusters Score -1967471 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -1967851.875000 Penalty: 4856.165039
	Iteration 3Q: 3 clusters Score -1967852 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1968245.000000 Penalty: 4856.165039
	Iteration 4Q: 3 clusters Score -1968245 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 9335 members 
Entering Unmasked Estep 
Score: -1968602.125000 Penalty: 4856.165039
	Iteration 5Q: 3 clusters Score -1968602 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1968990.500000 Penalty: 4856.165039
	Iteration 6Q: 3 clusters Score -1968990 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -1969443.500000 Penalty: 4856.165039
	Iteration 7Q: 3 clusters Score -1969444 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1969948.000000 Penalty: 4856.165039
	Iteration 8Q: 3 clusters Score -1969948 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1970511.125000 Penalty: 4856.165039
	Iteration 9Q: 3 clusters Score -1970511 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -1971200.250000 Penalty: 4856.165039
	Iteration 10F: 3 clusters Score -1971200 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -1971932.625000 Penalty: 4856.165039
	Iteration 11F: 3 clusters Score -1971933 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1972498.500000 Penalty: 4856.165039
	Iteration 12Q: 3 clusters Score -1972498 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1972853.875000 Penalty: 4856.165039
	Iteration 13Q: 3 clusters Score -1972854 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -1973059.000000 Penalty: 4856.165039
	Iteration 14Q: 3 clusters Score -1973059 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -1973178.375000 Penalty: 4856.165039
	Iteration 15Q: 3 clusters Score -1973178 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -1973255.500000 Penalty: 4856.165039
	Iteration 16Q: 3 clusters Score -1973256 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1973318.500000 Penalty: 4856.165039
	Iteration 17Q: 3 clusters Score -1973318 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -1973360.500000 Penalty: 4856.165039
	Iteration 18Q: 3 clusters Score -1973360 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -1973399.500000 Penalty: 4856.165039
	Iteration 19Q: 3 clusters Score -1973400 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1973432.000000 Penalty: 4856.165039
	Iteration 20F: 3 clusters Score -1973432 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1973479.250000 Penalty: 4856.165039
	Iteration 21Q: 3 clusters Score -1973479 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1973549.500000 Penalty: 4856.165039
	Iteration 22Q: 3 clusters Score -1973550 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1973623.250000 Penalty: 4856.165039
	Iteration 23Q: 3 clusters Score -1973623 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1973722.875000 Penalty: 4856.165039
	Iteration 24Q: 3 clusters Score -1973723 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1973846.500000 Penalty: 4856.165039
	Iteration 25Q: 3 clusters Score -1973846 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1973995.250000 Penalty: 4856.165039
	Iteration 26Q: 3 clusters Score -1973995 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1974089.125000 Penalty: 4856.165039
	Iteration 27Q: 3 clusters Score -1974089 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1974184.250000 Penalty: 4856.165039
	Iteration 28Q: 3 clusters Score -1974184 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11735 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1974234.250000 Penalty: 4856.165039
	Iteration 29Q: 3 clusters Score -1974234 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1974288.500000 Penalty: 4856.165039
	Iteration 30Q: 3 clusters Score -1974288 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1974322.875000 Penalty: 4856.165039
	Iteration 31Q: 3 clusters Score -1974323 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1974341.125000 Penalty: 4856.165039
	Iteration 32Q: 3 clusters Score -1974341 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1974355.250000 Penalty: 4856.165039
	Iteration 33Q: 3 clusters Score -1974355 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12173 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1974365.750000 Penalty: 4856.165039
	Iteration 34Q: 3 clusters Score -1974366 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1974382.125000 Penalty: 4856.165039
	Iteration 35Q: 3 clusters Score -1974382 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1974390.000000 Penalty: 4856.165039
	Iteration 36Q: 3 clusters Score -1974390 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1974401.125000 Penalty: 4856.165039
	Iteration 37Q: 3 clusters Score -1974401 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12417 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1974410.500000 Penalty: 4856.165039
	Iteration 38Q: 3 clusters Score -1974410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -1974411.625000 Penalty: 4856.165039
	Iteration 39Q: 3 clusters Score -1974412 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1974415.625000 Penalty: 4856.165039
	Iteration 40F: 3 clusters Score -1974416 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1974420.750000 Penalty: 4856.165039
	Iteration 41Q: 3 clusters Score -1974421 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1974426.375000 Penalty: 4856.165039
	Iteration 42Q: 3 clusters Score -1974426 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1974434.375000 Penalty: 4856.165039
	Iteration 43Q: 3 clusters Score -1974434 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1974443.375000 Penalty: 4856.165039
	Iteration 44Q: 3 clusters Score -1974443 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -1974444.750000 Penalty: 4856.165039
	Iteration 45Q: 3 clusters Score -1974445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1974455.625000 Penalty: 4856.165039
	Iteration 46Q: 3 clusters Score -1974456 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1974457.000000 Penalty: 4856.165039
	Iteration 47Q: 3 clusters Score -1974457 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1974466.375000 Penalty: 4856.165039
	Iteration 48Q: 3 clusters Score -1974466 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1974466.000000 Penalty: 4856.165039
	Iteration 49Q: 3 clusters Score -1974466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1974467.625000 Penalty: 4856.165039
	Iteration 50Q: 3 clusters Score -1974468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1974473.250000 Penalty: 4856.165039
	Iteration 51Q: 3 clusters Score -1974473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1974472.375000 Penalty: 4856.165039
	Iteration 52Q: 3 clusters Score -1974472 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -1974477.875000 Penalty: 4856.165039
	Iteration 53Q: 3 clusters Score -1974478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1974484.750000 Penalty: 4856.165039
	Iteration 54Q: 3 clusters Score -1974485 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1974488.875000 Penalty: 4856.165039
	Iteration 55Q: 3 clusters Score -1974489 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -1974486.625000 Penalty: 4856.165039
	Iteration 56Q: 3 clusters Score -1974487 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1974497.000000 Penalty: 4856.165039
	Iteration 57Q: 3 clusters Score -1974497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1974499.875000 Penalty: 4856.165039
	Iteration 58Q: 3 clusters Score -1974500 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1974502.250000 Penalty: 4856.165039
	Iteration 59Q: 3 clusters Score -1974502 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1974502.000000 Penalty: 4856.165039
	Iteration 60F: 3 clusters Score -1974502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1974508.375000 Penalty: 4856.165039
	Iteration 61Q: 3 clusters Score -1974508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13068 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1974512.125000 Penalty: 4856.165039
	Iteration 62Q: 3 clusters Score -1974512 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1974512.000000 Penalty: 4856.165039
	Iteration 63Q: 3 clusters Score -1974512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1974517.375000 Penalty: 4856.165039
	Iteration 64Q: 3 clusters Score -1974517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1974519.000000 Penalty: 4856.165039
	Iteration 65Q: 3 clusters Score -1974519 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1974524.625000 Penalty: 4856.165039
	Iteration 66Q: 3 clusters Score -1974525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1974525.500000 Penalty: 4856.165039
	Iteration 67Q: 3 clusters Score -1974526 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1974525.125000 Penalty: 4856.165039
	Iteration 68Q: 3 clusters Score -1974525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1974527.750000 Penalty: 4856.165039
	Iteration 69Q: 3 clusters Score -1974528 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1974530.750000 Penalty: 4856.165039
	Iteration 70Q: 3 clusters Score -1974531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1974532.000000 Penalty: 4856.165039
	Iteration 71Q: 3 clusters Score -1974532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -1974538.625000 Penalty: 4856.165039
	Iteration 72Q: 3 clusters Score -1974539 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1974543.000000 Penalty: 4856.165039
	Iteration 73Q: 3 clusters Score -1974543 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1974548.500000 Penalty: 4856.165039
	Iteration 74Q: 3 clusters Score -1974548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -1974551.250000 Penalty: 4856.165039
	Iteration 75Q: 3 clusters Score -1974551 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -1974557.500000 Penalty: 4856.165039
	Iteration 76Q: 3 clusters Score -1974558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13322 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1974557.875000 Penalty: 4856.165039
	Iteration 77Q: 3 clusters Score -1974558 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13327 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1974555.125000 Penalty: 4856.165039
	Iteration 78Q: 3 clusters Score -1974555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1974554.375000 Penalty: 4856.165039
	Iteration 79Q: 3 clusters Score -1974554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1974553.250000 Penalty: 4856.165039
	Iteration 80F: 3 clusters Score -1974553 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1974553.250000 Penalty: 4856.165039
	Iteration 81Q: 3 clusters Score -1974553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1974553.125000 Penalty: 4856.165039
	Iteration 82Q: 3 clusters Score -1974553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1974553.500000 Penalty: 4856.165039
	Iteration 83Q: 3 clusters Score -1974554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1974552.875000 Penalty: 4856.165039
	Iteration 84Q: 3 clusters Score -1974553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1974551.625000 Penalty: 4856.165039
	Iteration 85Q: 3 clusters Score -1974552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1974553.250000 Penalty: 4856.165039
	Iteration 86Q: 3 clusters Score -1974553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1974552.375000 Penalty: 4856.165039
	Iteration 87Q: 3 clusters Score -1974552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13364 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1974557.125000 Penalty: 4856.165039
	Iteration 88Q: 3 clusters Score -1974557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -1974557.000000 Penalty: 4856.165039
	Iteration 89Q: 3 clusters Score -1974557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1974556.250000 Penalty: 4856.165039
	Iteration 90Q: 3 clusters Score -1974556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13378 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -1974561.500000 Penalty: 4856.165039
	Iteration 91Q: 3 clusters Score -1974562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1974560.750000 Penalty: 4856.165039
	Iteration 92Q: 3 clusters Score -1974561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13388 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1974561.125000 Penalty: 4856.165039
	Iteration 93Q: 3 clusters Score -1974561 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13392 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1974563.250000 Penalty: 4856.165039
	Iteration 94Q: 3 clusters Score -1974563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1974561.250000 Penalty: 4856.165039
	Iteration 95Q: 3 clusters Score -1974561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13394 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1974563.625000 Penalty: 4856.165039
	Iteration 96Q: 3 clusters Score -1974564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13395 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1974561.375000 Penalty: 4856.165039
	Iteration 97Q: 3 clusters Score -1974561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1974565.000000 Penalty: 4856.165039
	Iteration 98Q: 3 clusters Score -1974565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1974565.000000 Penalty: 4856.165039
	Iteration 99F: 3 clusters Score -1974565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (201016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201016 members 
Entering Unmasked Estep 
Score: -23675404.000000 Penalty: 3028.362549
	Iteration 0F: 2 clusters Score -2.36754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100520 members 
Mstep: Class 2 contains 100496 members 
Entering Unmasked Estep 
Score: -23543346.000000 Penalty: 6056.725098
	Iteration 0F: 3 clusters Score -2.354335e+07 nChanged 96755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100543 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -23600556.000000 Penalty: 6056.725098
	Iteration 1F: 3 clusters Score -2.360056e+07 nChanged 5924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100601 members 
Mstep: Class 2 contains 100415 members 
Entering Unmasked Estep 
Score: -23602092.000000 Penalty: 6056.725098
	Iteration 2Q: 3 clusters Score -2.360209e+07 nChanged 6648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100921 members 
Mstep: Class 2 contains 100095 members 
Entering Unmasked Estep 
Score: -23603994.000000 Penalty: 6056.725098
	Iteration 3Q: 3 clusters Score -2.360399e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 99509 members 
Entering Unmasked Estep 
Score: -23606710.000000 Penalty: 6056.725098
	Iteration 4Q: 3 clusters Score -2.360671e+07 nChanged 9102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102525 members 
Mstep: Class 2 contains 98491 members 
Entering Unmasked Estep 
Score: -23611042.000000 Penalty: 6056.725098
	Iteration 5Q: 3 clusters Score -2.361104e+07 nChanged 10945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104346 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -23617322.000000 Penalty: 6056.725098
	Iteration 6F: 3 clusters Score -2.361732e+07 nChanged 12564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106938 members 
Mstep: Class 2 contains 94078 members 
Entering Unmasked Estep 
Score: -23626056.000000 Penalty: 6056.725098
	Iteration 7F: 3 clusters Score -2.362606e+07 nChanged 13414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110106 members 
Mstep: Class 2 contains 90910 members 
Entering Unmasked Estep 
Score: -23635822.000000 Penalty: 6056.725098
	Iteration 8F: 3 clusters Score -2.363582e+07 nChanged 12366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112724 members 
Mstep: Class 2 contains 88292 members 
Entering Unmasked Estep 
Score: -23643780.000000 Penalty: 6056.725098
	Iteration 9F: 3 clusters Score -2.364378e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114691 members 
Mstep: Class 2 contains 86325 members 
Entering Unmasked Estep 
Score: -23647468.000000 Penalty: 6056.725098
	Iteration 10Q: 3 clusters Score -2.364747e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116407 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -23648924.000000 Penalty: 6056.725098
	Iteration 11Q: 3 clusters Score -2.364892e+07 nChanged 3389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 82996 members 
Entering Unmasked Estep 
Score: -23649586.000000 Penalty: 6056.725098
	Iteration 12Q: 3 clusters Score -2.364959e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119710 members 
Mstep: Class 2 contains 81306 members 
Entering Unmasked Estep 
Score: -23650066.000000 Penalty: 6056.725098
	Iteration 13Q: 3 clusters Score -2.365007e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121499 members 
Mstep: Class 2 contains 79517 members 
Entering Unmasked Estep 
Score: -23650504.000000 Penalty: 6056.725098
	Iteration 14Q: 3 clusters Score -2.36505e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123447 members 
Mstep: Class 2 contains 77569 members 
Entering Unmasked Estep 
Score: -23651030.000000 Penalty: 6056.725098
	Iteration 15Q: 3 clusters Score -2.365103e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125495 members 
Mstep: Class 2 contains 75521 members 
Entering Unmasked Estep 
Score: -23651532.000000 Penalty: 6056.725098
	Iteration 16Q: 3 clusters Score -2.365153e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127676 members 
Mstep: Class 2 contains 73340 members 
Entering Unmasked Estep 
Score: -23652186.000000 Penalty: 6056.725098
	Iteration 17Q: 3 clusters Score -2.365219e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129873 members 
Mstep: Class 2 contains 71143 members 
Entering Unmasked Estep 
Score: -23652666.000000 Penalty: 6056.725098
	Iteration 18Q: 3 clusters Score -2.365267e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132163 members 
Mstep: Class 2 contains 68853 members 
Entering Unmasked Estep 
Score: -23653304.000000 Penalty: 6056.725098
	Iteration 19Q: 3 clusters Score -2.36533e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134613 members 
Mstep: Class 2 contains 66403 members 
Entering Unmasked Estep 
Score: -23654008.000000 Penalty: 6056.725098
	Iteration 20F: 3 clusters Score -2.365401e+07 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137219 members 
Mstep: Class 2 contains 63797 members 
Entering Unmasked Estep 
Score: -23654686.000000 Penalty: 6056.725098
	Iteration 21Q: 3 clusters Score -2.365469e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139965 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -23655376.000000 Penalty: 6056.725098
	Iteration 22Q: 3 clusters Score -2.365538e+07 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142748 members 
Mstep: Class 2 contains 58268 members 
Entering Unmasked Estep 
Score: -23656140.000000 Penalty: 6056.725098
	Iteration 23Q: 3 clusters Score -2.365614e+07 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145744 members 
Mstep: Class 2 contains 55272 members 
Entering Unmasked Estep 
Score: -23656948.000000 Penalty: 6056.725098
	Iteration 24Q: 3 clusters Score -2.365695e+07 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148761 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -23657932.000000 Penalty: 6056.725098
	Iteration 25Q: 3 clusters Score -2.365793e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 49059 members 
Entering Unmasked Estep 
Score: -23658944.000000 Penalty: 6056.725098
	Iteration 26Q: 3 clusters Score -2.365894e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155144 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -23660060.000000 Penalty: 6056.725098
	Iteration 27Q: 3 clusters Score -2.366006e+07 nChanged 3206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158340 members 
Mstep: Class 2 contains 42676 members 
Entering Unmasked Estep 
Score: -23661278.000000 Penalty: 6056.725098
	Iteration 28Q: 3 clusters Score -2.366128e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161540 members 
Mstep: Class 2 contains 39476 members 
Entering Unmasked Estep 
Score: -23662358.000000 Penalty: 6056.725098
	Iteration 29Q: 3 clusters Score -2.366236e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164766 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -23663426.000000 Penalty: 6056.725098
	Iteration 30Q: 3 clusters Score -2.366343e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167931 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -23664490.000000 Penalty: 6056.725098
	Iteration 31Q: 3 clusters Score -2.366449e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170988 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -23665484.000000 Penalty: 6056.725098
	Iteration 32Q: 3 clusters Score -2.366548e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173983 members 
Mstep: Class 2 contains 27033 members 
Entering Unmasked Estep 
Score: -23666650.000000 Penalty: 6056.725098
	Iteration 33Q: 3 clusters Score -2.366665e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176719 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -23667612.000000 Penalty: 6056.725098
	Iteration 34Q: 3 clusters Score -2.366761e+07 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179243 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -23668356.000000 Penalty: 6056.725098
	Iteration 35Q: 3 clusters Score -2.366836e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181483 members 
Mstep: Class 2 contains 19533 members 
Entering Unmasked Estep 
Score: -23669240.000000 Penalty: 6056.725098
	Iteration 36Q: 3 clusters Score -2.366924e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183500 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -23669716.000000 Penalty: 6056.725098
	Iteration 37Q: 3 clusters Score -2.366972e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185292 members 
Mstep: Class 2 contains 15724 members 
Entering Unmasked Estep 
Score: -23670246.000000 Penalty: 6056.725098
	Iteration 38Q: 3 clusters Score -2.367025e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186889 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -23670590.000000 Penalty: 6056.725098
	Iteration 39Q: 3 clusters Score -2.367059e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188263 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -23671026.000000 Penalty: 6056.725098
	Iteration 40F: 3 clusters Score -2.367103e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189631 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -23671500.000000 Penalty: 6056.725098
	Iteration 41Q: 3 clusters Score -2.36715e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190856 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -23671960.000000 Penalty: 6056.725098
	Iteration 42Q: 3 clusters Score -2.367196e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191854 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -23672210.000000 Penalty: 6056.725098
	Iteration 43Q: 3 clusters Score -2.367221e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192717 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -23672436.000000 Penalty: 6056.725098
	Iteration 44Q: 3 clusters Score -2.367244e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193445 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -23672592.000000 Penalty: 6056.725098
	Iteration 45Q: 3 clusters Score -2.367259e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194056 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -23672744.000000 Penalty: 6056.725098
	Iteration 46Q: 3 clusters Score -2.367274e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194584 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -23672926.000000 Penalty: 6056.725098
	Iteration 47Q: 3 clusters Score -2.367293e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195037 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -23672994.000000 Penalty: 6056.725098
	Iteration 48Q: 3 clusters Score -2.367299e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195469 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -23673070.000000 Penalty: 6056.725098
	Iteration 49Q: 3 clusters Score -2.367307e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195848 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -23673088.000000 Penalty: 6056.725098
	Iteration 50Q: 3 clusters Score -2.367309e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196184 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -23673048.000000 Penalty: 6056.725098
	Iteration 51Q: 3 clusters Score -2.367305e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196446 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -23673094.000000 Penalty: 6056.725098
	Iteration 52Q: 3 clusters Score -2.367309e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196691 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -23673060.000000 Penalty: 6056.725098
	Iteration 53Q: 3 clusters Score -2.367306e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196905 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -23673106.000000 Penalty: 6056.725098
	Iteration 54Q: 3 clusters Score -2.367311e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197095 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -23673144.000000 Penalty: 6056.725098
	Iteration 55Q: 3 clusters Score -2.367314e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197279 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -23673166.000000 Penalty: 6056.725098
	Iteration 56Q: 3 clusters Score -2.367317e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197421 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -23673196.000000 Penalty: 6056.725098
	Iteration 57Q: 3 clusters Score -2.36732e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197557 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -23673278.000000 Penalty: 6056.725098
	Iteration 58Q: 3 clusters Score -2.367328e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197668 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -23673274.000000 Penalty: 6056.725098
	Iteration 59Q: 3 clusters Score -2.367327e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197766 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -23673290.000000 Penalty: 6056.725098
	Iteration 60F: 3 clusters Score -2.367329e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197875 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -23673342.000000 Penalty: 6056.725098
	Iteration 61Q: 3 clusters Score -2.367334e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197969 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -23673378.000000 Penalty: 6056.725098
	Iteration 62Q: 3 clusters Score -2.367338e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198037 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -23673392.000000 Penalty: 6056.725098
	Iteration 63Q: 3 clusters Score -2.367339e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198097 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -23673360.000000 Penalty: 6056.725098
	Iteration 64Q: 3 clusters Score -2.367336e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198149 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -23673372.000000 Penalty: 6056.725098
	Iteration 65Q: 3 clusters Score -2.367337e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198192 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -23673362.000000 Penalty: 6056.725098
	Iteration 66Q: 3 clusters Score -2.367336e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198227 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -23673374.000000 Penalty: 6056.725098
	Iteration 67Q: 3 clusters Score -2.367337e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198261 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -23673344.000000 Penalty: 6056.725098
	Iteration 68Q: 3 clusters Score -2.367334e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198292 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -23673364.000000 Penalty: 6056.725098
	Iteration 69Q: 3 clusters Score -2.367336e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198318 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -23673394.000000 Penalty: 6056.725098
	Iteration 70Q: 3 clusters Score -2.367339e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198361 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -23673384.000000 Penalty: 6056.725098
	Iteration 71Q: 3 clusters Score -2.367338e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198391 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -23673408.000000 Penalty: 6056.725098
	Iteration 72Q: 3 clusters Score -2.367341e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198418 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -23673412.000000 Penalty: 6056.725098
	Iteration 73Q: 3 clusters Score -2.367341e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198440 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -23673396.000000 Penalty: 6056.725098
	Iteration 74Q: 3 clusters Score -2.36734e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198456 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -23673420.000000 Penalty: 6056.725098
	Iteration 75Q: 3 clusters Score -2.367342e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198477 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -23673404.000000 Penalty: 6056.725098
	Iteration 76Q: 3 clusters Score -2.36734e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198494 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -23673418.000000 Penalty: 6056.725098
	Iteration 77Q: 3 clusters Score -2.367342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198509 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -23673422.000000 Penalty: 6056.725098
	Iteration 78Q: 3 clusters Score -2.367342e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198522 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -23673428.000000 Penalty: 6056.725098
	Iteration 79Q: 3 clusters Score -2.367343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198531 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -23673418.000000 Penalty: 6056.725098
	Iteration 80F: 3 clusters Score -2.367342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198537 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -23673424.000000 Penalty: 6056.725098
	Iteration 81Q: 3 clusters Score -2.367342e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198544 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -23673426.000000 Penalty: 6056.725098
	Iteration 82Q: 3 clusters Score -2.367343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198552 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -23673416.000000 Penalty: 6056.725098
	Iteration 83Q: 3 clusters Score -2.367342e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198558 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -23673412.000000 Penalty: 6056.725098
	Iteration 84Q: 3 clusters Score -2.367341e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198560 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -23673414.000000 Penalty: 6056.725098
	Iteration 85Q: 3 clusters Score -2.367341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198561 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -23673410.000000 Penalty: 6056.725098
	Iteration 86Q: 3 clusters Score -2.367341e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198561 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -23673410.000000 Penalty: 6056.725098
	Iteration 87F: 3 clusters Score -2.367341e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (158528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158528 members 
Entering Unmasked Estep 
Score: -18636990.000000 Penalty: 2969.474121
	Iteration 0F: 2 clusters Score -1.863699e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79049 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -18531592.000000 Penalty: 5938.948242
	Iteration 0F: 3 clusters Score -1.853159e+07 nChanged 76053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74790 members 
Mstep: Class 2 contains 83738 members 
Entering Unmasked Estep 
Score: -18575664.000000 Penalty: 5938.948242
	Iteration 1F: 3 clusters Score -1.857566e+07 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72087 members 
Mstep: Class 2 contains 86441 members 
Entering Unmasked Estep 
Score: -18576852.000000 Penalty: 5938.948242
	Iteration 2Q: 3 clusters Score -1.857685e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 90465 members 
Entering Unmasked Estep 
Score: -18578552.000000 Penalty: 5938.948242
	Iteration 3Q: 3 clusters Score -1.857855e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62071 members 
Mstep: Class 2 contains 96457 members 
Entering Unmasked Estep 
Score: -18581354.000000 Penalty: 5938.948242
	Iteration 4Q: 3 clusters Score -1.858135e+07 nChanged 8918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53437 members 
Mstep: Class 2 contains 105091 members 
Entering Unmasked Estep 
Score: -18586444.000000 Penalty: 5938.948242
	Iteration 5F: 3 clusters Score -1.858644e+07 nChanged 11818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 116845 members 
Entering Unmasked Estep 
Score: -18595122.000000 Penalty: 5938.948242
	Iteration 6F: 3 clusters Score -1.859512e+07 nChanged 14017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27676 members 
Mstep: Class 2 contains 130852 members 
Entering Unmasked Estep 
Score: -18607926.000000 Penalty: 5938.948242
	Iteration 7F: 3 clusters Score -1.860793e+07 nChanged 13372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 144224 members 
Entering Unmasked Estep 
Score: -18621306.000000 Penalty: 5938.948242
	Iteration 8F: 3 clusters Score -1.862131e+07 nChanged 8906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 153126 members 
Entering Unmasked Estep 
Score: -18629676.000000 Penalty: 5938.948242
	Iteration 9F: 3 clusters Score -1.862968e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 156858 members 
Entering Unmasked Estep 
Score: -18632860.000000 Penalty: 5938.948242
	Iteration 10Q: 3 clusters Score -1.863286e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 157973 members 
Entering Unmasked Estep 
Score: -18633798.000000 Penalty: 5938.948242
	Iteration 11Q: 3 clusters Score -1.86338e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 158228 members 
Entering Unmasked Estep 
Score: -18634078.000000 Penalty: 5938.948242
	Iteration 12Q: 3 clusters Score -1.863408e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 158287 members 
Entering Unmasked Estep 
Score: -18634174.000000 Penalty: 5938.948242
	Iteration 13Q: 3 clusters Score -1.863417e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 158311 members 
Entering Unmasked Estep 
Score: -18634234.000000 Penalty: 5938.948242
	Iteration 14Q: 3 clusters Score -1.863423e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 158319 members 
Entering Unmasked Estep 
Score: -18634288.000000 Penalty: 5938.948242
	Iteration 15Q: 3 clusters Score -1.863429e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -18634286.000000 Penalty: 5938.948242
	Iteration 16Q: 3 clusters Score -1.863429e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -18634290.000000 Penalty: 5938.948242
	Iteration 17Q: 3 clusters Score -1.863429e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 158328 members 
Entering Unmasked Estep 
Score: -18634308.000000 Penalty: 5938.948242
	Iteration 18Q: 3 clusters Score -1.863431e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 158329 members 
Entering Unmasked Estep 
Score: -18634316.000000 Penalty: 5938.948242
	Iteration 19Q: 3 clusters Score -1.863432e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 158331 members 
Entering Unmasked Estep 
Score: -18634326.000000 Penalty: 5938.948242
	Iteration 20F: 3 clusters Score -1.863433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158333 members 
Entering Unmasked Estep 
Score: -18634334.000000 Penalty: 5938.948242
	Iteration 21Q: 3 clusters Score -1.863433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 158332 members 
Entering Unmasked Estep 
Score: -18634332.000000 Penalty: 5938.948242
	Iteration 22Q: 3 clusters Score -1.863433e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158333 members 
Entering Unmasked Estep 
Score: -18634338.000000 Penalty: 5938.948242
	Iteration 23Q: 3 clusters Score -1.863434e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158333 members 
Entering Unmasked Estep 
Score: -18634330.000000 Penalty: 5938.948242
	Iteration 24Q: 3 clusters Score -1.863433e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158333 members 
Entering Unmasked Estep 
Score: -18634338.000000 Penalty: 5938.948242
	Iteration 25Q: 3 clusters Score -1.863434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 158334 members 
Entering Unmasked Estep 
Score: -18634338.000000 Penalty: 5938.948242
	Iteration 26Q: 3 clusters Score -1.863434e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158333 members 
Entering Unmasked Estep 
Score: -18634342.000000 Penalty: 5938.948242
	Iteration 27Q: 3 clusters Score -1.863434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 158333 members 
Entering Unmasked Estep 
Score: -18634342.000000 Penalty: 5938.948242
	Iteration 28F: 3 clusters Score -1.863434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (228217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228217 members 
Entering Unmasked Estep 
Score: -26814788.000000 Penalty: 3059.836914
	Iteration 0F: 2 clusters Score -2.681479e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114052 members 
Mstep: Class 2 contains 114165 members 
Entering Unmasked Estep 
Score: -26666094.000000 Penalty: 6119.673828
	Iteration 0F: 3 clusters Score -2.666609e+07 nChanged 110309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114839 members 
Mstep: Class 2 contains 113378 members 
Entering Unmasked Estep 
Score: -26730408.000000 Penalty: 6119.673828
	Iteration 1F: 3 clusters Score -2.673041e+07 nChanged 6138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115013 members 
Mstep: Class 2 contains 113204 members 
Entering Unmasked Estep 
Score: -26731720.000000 Penalty: 6119.673828
	Iteration 2Q: 3 clusters Score -2.673172e+07 nChanged 7205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115328 members 
Mstep: Class 2 contains 112889 members 
Entering Unmasked Estep 
Score: -26734070.000000 Penalty: 6119.673828
	Iteration 3Q: 3 clusters Score -2.673407e+07 nChanged 8832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116088 members 
Mstep: Class 2 contains 112129 members 
Entering Unmasked Estep 
Score: -26738070.000000 Penalty: 6119.673828
	Iteration 4Q: 3 clusters Score -2.673807e+07 nChanged 11417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117911 members 
Mstep: Class 2 contains 110306 members 
Entering Unmasked Estep 
Score: -26744218.000000 Penalty: 6119.673828
	Iteration 5F: 3 clusters Score -2.674422e+07 nChanged 14471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121530 members 
Mstep: Class 2 contains 106687 members 
Entering Unmasked Estep 
Score: -26754026.000000 Penalty: 6119.673828
	Iteration 6F: 3 clusters Score -2.675403e+07 nChanged 17198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127394 members 
Mstep: Class 2 contains 100823 members 
Entering Unmasked Estep 
Score: -26768384.000000 Penalty: 6119.673828
	Iteration 7F: 3 clusters Score -2.676838e+07 nChanged 17820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134192 members 
Mstep: Class 2 contains 94025 members 
Entering Unmasked Estep 
Score: -26783454.000000 Penalty: 6119.673828
	Iteration 8F: 3 clusters Score -2.678345e+07 nChanged 14773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139851 members 
Mstep: Class 2 contains 88366 members 
Entering Unmasked Estep 
Score: -26794030.000000 Penalty: 6119.673828
	Iteration 9F: 3 clusters Score -2.679403e+07 nChanged 9550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144157 members 
Mstep: Class 2 contains 84060 members 
Entering Unmasked Estep 
Score: -26798598.000000 Penalty: 6119.673828
	Iteration 10Q: 3 clusters Score -2.67986e+07 nChanged 5498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147787 members 
Mstep: Class 2 contains 80430 members 
Entering Unmasked Estep 
Score: -26800968.000000 Penalty: 6119.673828
	Iteration 11Q: 3 clusters Score -2.680097e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151382 members 
Mstep: Class 2 contains 76835 members 
Entering Unmasked Estep 
Score: -26802614.000000 Penalty: 6119.673828
	Iteration 12Q: 3 clusters Score -2.680261e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155036 members 
Mstep: Class 2 contains 73181 members 
Entering Unmasked Estep 
Score: -26804564.000000 Penalty: 6119.673828
	Iteration 13Q: 3 clusters Score -2.680456e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158779 members 
Mstep: Class 2 contains 69438 members 
Entering Unmasked Estep 
Score: -26806416.000000 Penalty: 6119.673828
	Iteration 14Q: 3 clusters Score -2.680642e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162395 members 
Mstep: Class 2 contains 65822 members 
Entering Unmasked Estep 
Score: -26807894.000000 Penalty: 6119.673828
	Iteration 15Q: 3 clusters Score -2.680789e+07 nChanged 3808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166057 members 
Mstep: Class 2 contains 62160 members 
Entering Unmasked Estep 
Score: -26809312.000000 Penalty: 6119.673828
	Iteration 16Q: 3 clusters Score -2.680931e+07 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169542 members 
Mstep: Class 2 contains 58675 members 
Entering Unmasked Estep 
Score: -26810406.000000 Penalty: 6119.673828
	Iteration 17Q: 3 clusters Score -2.681041e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172889 members 
Mstep: Class 2 contains 55328 members 
Entering Unmasked Estep 
Score: -26811444.000000 Penalty: 6119.673828
	Iteration 18Q: 3 clusters Score -2.681144e+07 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176008 members 
Mstep: Class 2 contains 52209 members 
Entering Unmasked Estep 
Score: -26812116.000000 Penalty: 6119.673828
	Iteration 19Q: 3 clusters Score -2.681212e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178917 members 
Mstep: Class 2 contains 49300 members 
Entering Unmasked Estep 
Score: -26812534.000000 Penalty: 6119.673828
	Iteration 20F: 3 clusters Score -2.681253e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181641 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -26812886.000000 Penalty: 6119.673828
	Iteration 21Q: 3 clusters Score -2.681289e+07 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184239 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -26813128.000000 Penalty: 6119.673828
	Iteration 22Q: 3 clusters Score -2.681313e+07 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186727 members 
Mstep: Class 2 contains 41490 members 
Entering Unmasked Estep 
Score: -26813494.000000 Penalty: 6119.673828
	Iteration 23Q: 3 clusters Score -2.681349e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189070 members 
Mstep: Class 2 contains 39147 members 
Entering Unmasked Estep 
Score: -26813736.000000 Penalty: 6119.673828
	Iteration 24Q: 3 clusters Score -2.681374e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191280 members 
Mstep: Class 2 contains 36937 members 
Entering Unmasked Estep 
Score: -26814036.000000 Penalty: 6119.673828
	Iteration 25Q: 3 clusters Score -2.681404e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193298 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -26814260.000000 Penalty: 6119.673828
	Iteration 26Q: 3 clusters Score -2.681426e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195109 members 
Mstep: Class 2 contains 33108 members 
Entering Unmasked Estep 
Score: -26814498.000000 Penalty: 6119.673828
	Iteration 27Q: 3 clusters Score -2.68145e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196821 members 
Mstep: Class 2 contains 31396 members 
Entering Unmasked Estep 
Score: -26814666.000000 Penalty: 6119.673828
	Iteration 28Q: 3 clusters Score -2.681467e+07 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198385 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -26814850.000000 Penalty: 6119.673828
	Iteration 29Q: 3 clusters Score -2.681485e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199807 members 
Mstep: Class 2 contains 28410 members 
Entering Unmasked Estep 
Score: -26814896.000000 Penalty: 6119.673828
	Iteration 30Q: 3 clusters Score -2.68149e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201162 members 
Mstep: Class 2 contains 27055 members 
Entering Unmasked Estep 
Score: -26814906.000000 Penalty: 6119.673828
	Iteration 31Q: 3 clusters Score -2.681491e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202455 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -26814872.000000 Penalty: 6119.673828
	Iteration 32Q: 3 clusters Score -2.681487e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203659 members 
Mstep: Class 2 contains 24558 members 
Entering Unmasked Estep 
Score: -26815004.000000 Penalty: 6119.673828
	Iteration 33Q: 3 clusters Score -2.6815e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204787 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -26815194.000000 Penalty: 6119.673828
	Iteration 34Q: 3 clusters Score -2.681519e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205851 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -26815164.000000 Penalty: 6119.673828
	Iteration 35Q: 3 clusters Score -2.681516e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206843 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -26815260.000000 Penalty: 6119.673828
	Iteration 36Q: 3 clusters Score -2.681526e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207761 members 
Mstep: Class 2 contains 20456 members 
Entering Unmasked Estep 
Score: -26815304.000000 Penalty: 6119.673828
	Iteration 37Q: 3 clusters Score -2.68153e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208588 members 
Mstep: Class 2 contains 19629 members 
Entering Unmasked Estep 
Score: -26815144.000000 Penalty: 6119.673828
	Iteration 38Q: 3 clusters Score -2.681514e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209324 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -26815210.000000 Penalty: 6119.673828
	Iteration 39Q: 3 clusters Score -2.681521e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210055 members 
Mstep: Class 2 contains 18162 members 
Entering Unmasked Estep 
Score: -26815154.000000 Penalty: 6119.673828
	Iteration 40F: 3 clusters Score -2.681515e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210741 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -26815080.000000 Penalty: 6119.673828
	Iteration 41Q: 3 clusters Score -2.681508e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211362 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -26815148.000000 Penalty: 6119.673828
	Iteration 42Q: 3 clusters Score -2.681515e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211930 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -26815200.000000 Penalty: 6119.673828
	Iteration 43Q: 3 clusters Score -2.68152e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212447 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -26815208.000000 Penalty: 6119.673828
	Iteration 44Q: 3 clusters Score -2.681521e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212912 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -26815172.000000 Penalty: 6119.673828
	Iteration 45Q: 3 clusters Score -2.681517e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213346 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -26815120.000000 Penalty: 6119.673828
	Iteration 46Q: 3 clusters Score -2.681512e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213779 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -26815156.000000 Penalty: 6119.673828
	Iteration 47Q: 3 clusters Score -2.681516e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214177 members 
Mstep: Class 2 contains 14040 members 
Entering Unmasked Estep 
Score: -26815126.000000 Penalty: 6119.673828
	Iteration 48Q: 3 clusters Score -2.681513e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214576 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -26815066.000000 Penalty: 6119.673828
	Iteration 49Q: 3 clusters Score -2.681507e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214954 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -26815004.000000 Penalty: 6119.673828
	Iteration 50Q: 3 clusters Score -2.6815e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215284 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -26815000.000000 Penalty: 6119.673828
	Iteration 51Q: 3 clusters Score -2.6815e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215560 members 
Mstep: Class 2 contains 12657 members 
Entering Unmasked Estep 
Score: -26814998.000000 Penalty: 6119.673828
	Iteration 52Q: 3 clusters Score -2.6815e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215842 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -26815012.000000 Penalty: 6119.673828
	Iteration 53Q: 3 clusters Score -2.681501e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216099 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -26815012.000000 Penalty: 6119.673828
	Iteration 54Q: 3 clusters Score -2.681501e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216336 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -26814964.000000 Penalty: 6119.673828
	Iteration 55Q: 3 clusters Score -2.681496e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216565 members 
Mstep: Class 2 contains 11652 members 
Entering Unmasked Estep 
Score: -26814954.000000 Penalty: 6119.673828
	Iteration 56Q: 3 clusters Score -2.681495e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216798 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -26814916.000000 Penalty: 6119.673828
	Iteration 57Q: 3 clusters Score -2.681492e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217007 members 
Mstep: Class 2 contains 11210 members 
Entering Unmasked Estep 
Score: -26814908.000000 Penalty: 6119.673828
	Iteration 58Q: 3 clusters Score -2.681491e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217201 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -26814858.000000 Penalty: 6119.673828
	Iteration 59Q: 3 clusters Score -2.681486e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217400 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -26814864.000000 Penalty: 6119.673828
	Iteration 60F: 3 clusters Score -2.681486e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217592 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -26814854.000000 Penalty: 6119.673828
	Iteration 61Q: 3 clusters Score -2.681485e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217767 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -26814868.000000 Penalty: 6119.673828
	Iteration 62Q: 3 clusters Score -2.681487e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217921 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -26814872.000000 Penalty: 6119.673828
	Iteration 63Q: 3 clusters Score -2.681487e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218052 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -26814864.000000 Penalty: 6119.673828
	Iteration 64Q: 3 clusters Score -2.681486e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218177 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -26814826.000000 Penalty: 6119.673828
	Iteration 65Q: 3 clusters Score -2.681483e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218301 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -26814864.000000 Penalty: 6119.673828
	Iteration 66Q: 3 clusters Score -2.681486e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218426 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -26814814.000000 Penalty: 6119.673828
	Iteration 67Q: 3 clusters Score -2.681481e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218546 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -26814774.000000 Penalty: 6119.673828
	Iteration 68Q: 3 clusters Score -2.681477e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218637 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -26814788.000000 Penalty: 6119.673828
	Iteration 69Q: 3 clusters Score -2.681479e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218716 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -26814758.000000 Penalty: 6119.673828
	Iteration 70Q: 3 clusters Score -2.681476e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218787 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -26814766.000000 Penalty: 6119.673828
	Iteration 71Q: 3 clusters Score -2.681477e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218855 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -26814742.000000 Penalty: 6119.673828
	Iteration 72Q: 3 clusters Score -2.681474e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218930 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -26814774.000000 Penalty: 6119.673828
	Iteration 73Q: 3 clusters Score -2.681477e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219005 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -26814744.000000 Penalty: 6119.673828
	Iteration 74Q: 3 clusters Score -2.681474e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219073 members 
Mstep: Class 2 contains 9144 members 
Entering Unmasked Estep 
Score: -26814740.000000 Penalty: 6119.673828
	Iteration 75Q: 3 clusters Score -2.681474e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219138 members 
Mstep: Class 2 contains 9079 members 
Entering Unmasked Estep 
Score: -26814730.000000 Penalty: 6119.673828
	Iteration 76Q: 3 clusters Score -2.681473e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219205 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -26814712.000000 Penalty: 6119.673828
	Iteration 77Q: 3 clusters Score -2.681471e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219267 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -26814718.000000 Penalty: 6119.673828
	Iteration 78Q: 3 clusters Score -2.681472e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219316 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -26814718.000000 Penalty: 6119.673828
	Iteration 79Q: 3 clusters Score -2.681472e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219354 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -26814698.000000 Penalty: 6119.673828
	Iteration 80F: 3 clusters Score -2.68147e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219390 members 
Mstep: Class 2 contains 8827 members 
Entering Unmasked Estep 
Score: -26814706.000000 Penalty: 6119.673828
	Iteration 81Q: 3 clusters Score -2.681471e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219427 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -26814682.000000 Penalty: 6119.673828
	Iteration 82Q: 3 clusters Score -2.681468e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219470 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -26814666.000000 Penalty: 6119.673828
	Iteration 83Q: 3 clusters Score -2.681467e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219514 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -26814648.000000 Penalty: 6119.673828
	Iteration 84Q: 3 clusters Score -2.681465e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219550 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -26814642.000000 Penalty: 6119.673828
	Iteration 85Q: 3 clusters Score -2.681464e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219591 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -26814662.000000 Penalty: 6119.673828
	Iteration 86Q: 3 clusters Score -2.681466e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219627 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -26814666.000000 Penalty: 6119.673828
	Iteration 87Q: 3 clusters Score -2.681467e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219658 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -26814638.000000 Penalty: 6119.673828
	Iteration 88Q: 3 clusters Score -2.681464e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219683 members 
Mstep: Class 2 contains 8534 members 
Entering Unmasked Estep 
Score: -26814632.000000 Penalty: 6119.673828
	Iteration 89Q: 3 clusters Score -2.681463e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219712 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -26814624.000000 Penalty: 6119.673828
	Iteration 90Q: 3 clusters Score -2.681462e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219741 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -26814620.000000 Penalty: 6119.673828
	Iteration 91Q: 3 clusters Score -2.681462e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219765 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -26814614.000000 Penalty: 6119.673828
	Iteration 92Q: 3 clusters Score -2.681461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219783 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -26814598.000000 Penalty: 6119.673828
	Iteration 93Q: 3 clusters Score -2.68146e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219801 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -26814610.000000 Penalty: 6119.673828
	Iteration 94Q: 3 clusters Score -2.681461e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219819 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -26814590.000000 Penalty: 6119.673828
	Iteration 95Q: 3 clusters Score -2.681459e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219841 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -26814582.000000 Penalty: 6119.673828
	Iteration 96Q: 3 clusters Score -2.681458e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219872 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -26814576.000000 Penalty: 6119.673828
	Iteration 97Q: 3 clusters Score -2.681458e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219896 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -26814570.000000 Penalty: 6119.673828
	Iteration 98Q: 3 clusters Score -2.681457e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219919 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -26814578.000000 Penalty: 6119.673828
	Iteration 99Q: 3 clusters Score -2.681458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219934 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -26814556.000000 Penalty: 6119.673828
	Iteration 100F: 3 clusters Score -2.681456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219946 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -26814560.000000 Penalty: 6119.673828
	Iteration 101Q: 3 clusters Score -2.681456e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219958 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -26814570.000000 Penalty: 6119.673828
	Iteration 102Q: 3 clusters Score -2.681457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219968 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -26814570.000000 Penalty: 6119.673828
	Iteration 103Q: 3 clusters Score -2.681457e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219978 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -26814562.000000 Penalty: 6119.673828
	Iteration 104Q: 3 clusters Score -2.681456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219987 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -26814550.000000 Penalty: 6119.673828
	Iteration 105Q: 3 clusters Score -2.681455e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219997 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -26814568.000000 Penalty: 6119.673828
	Iteration 106Q: 3 clusters Score -2.681457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220006 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -26814574.000000 Penalty: 6119.673828
	Iteration 107Q: 3 clusters Score -2.681457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220014 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -26814560.000000 Penalty: 6119.673828
	Iteration 108Q: 3 clusters Score -2.681456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220022 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -26814534.000000 Penalty: 6119.673828
	Iteration 109Q: 3 clusters Score -2.681453e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220026 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -26814544.000000 Penalty: 6119.673828
	Iteration 110Q: 3 clusters Score -2.681454e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220036 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -26814548.000000 Penalty: 6119.673828
	Iteration 111Q: 3 clusters Score -2.681455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220044 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -26814562.000000 Penalty: 6119.673828
	Iteration 112Q: 3 clusters Score -2.681456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220052 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -26814562.000000 Penalty: 6119.673828
	Iteration 113Q: 3 clusters Score -2.681456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220061 members 
Mstep: Class 2 contains 8156 members 
Entering Unmasked Estep 
Score: -26814548.000000 Penalty: 6119.673828
	Iteration 114Q: 3 clusters Score -2.681455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220070 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -26814550.000000 Penalty: 6119.673828
	Iteration 115Q: 3 clusters Score -2.681455e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220082 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -26814548.000000 Penalty: 6119.673828
	Iteration 116Q: 3 clusters Score -2.681455e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220086 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -26814558.000000 Penalty: 6119.673828
	Iteration 117Q: 3 clusters Score -2.681456e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220091 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -26814542.000000 Penalty: 6119.673828
	Iteration 118Q: 3 clusters Score -2.681454e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220097 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -26814532.000000 Penalty: 6119.673828
	Iteration 119Q: 3 clusters Score -2.681453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220102 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -26814530.000000 Penalty: 6119.673828
	Iteration 120F: 3 clusters Score -2.681453e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220106 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -26814528.000000 Penalty: 6119.673828
	Iteration 121Q: 3 clusters Score -2.681453e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220113 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -26814516.000000 Penalty: 6119.673828
	Iteration 122Q: 3 clusters Score -2.681452e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220119 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -26814532.000000 Penalty: 6119.673828
	Iteration 123Q: 3 clusters Score -2.681453e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220124 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -26814520.000000 Penalty: 6119.673828
	Iteration 124Q: 3 clusters Score -2.681452e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220129 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -26814506.000000 Penalty: 6119.673828
	Iteration 125Q: 3 clusters Score -2.681451e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220133 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -26814500.000000 Penalty: 6119.673828
	Iteration 126Q: 3 clusters Score -2.68145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220136 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -26814502.000000 Penalty: 6119.673828
	Iteration 127Q: 3 clusters Score -2.68145e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220140 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -26814500.000000 Penalty: 6119.673828
	Iteration 128Q: 3 clusters Score -2.68145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220141 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -26814502.000000 Penalty: 6119.673828
	Iteration 129Q: 3 clusters Score -2.68145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220142 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -26814504.000000 Penalty: 6119.673828
	Iteration 130Q: 3 clusters Score -2.68145e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220142 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -26814504.000000 Penalty: 6119.673828
	Iteration 131F: 3 clusters Score -2.68145e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Entering Unmasked Estep 
Score: -412836.687500 Penalty: 2033.535156
	Iteration 0F: 2 clusters Score -412836.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -409161.656250 Penalty: 4067.070312
	Iteration 0F: 3 clusters Score -409161.7 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -409986.187500 Penalty: 4067.070312
	Iteration 1F: 3 clusters Score -409986.2 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -410142.000000 Penalty: 4067.070312
	Iteration 2F: 3 clusters Score -410142 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -410227.156250 Penalty: 4067.070312
	Iteration 3Q: 3 clusters Score -410227.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -410277.437500 Penalty: 4067.070312
	Iteration 4Q: 3 clusters Score -410277.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -410309.156250 Penalty: 4067.070312
	Iteration 5Q: 3 clusters Score -410309.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -410334.093750 Penalty: 4067.070312
	Iteration 6Q: 3 clusters Score -410334.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -410341.906250 Penalty: 4067.070312
	Iteration 7Q: 3 clusters Score -410341.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -410352.343750 Penalty: 4067.070312
	Iteration 8Q: 3 clusters Score -410352.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -410355.718750 Penalty: 4067.070312
	Iteration 9Q: 3 clusters Score -410355.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -410358.937500 Penalty: 4067.070312
	Iteration 10Q: 3 clusters Score -410358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -410361.906250 Penalty: 4067.070312
	Iteration 11Q: 3 clusters Score -410361.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -410364.531250 Penalty: 4067.070312
	Iteration 12Q: 3 clusters Score -410364.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -410365.375000 Penalty: 4067.070312
	Iteration 13Q: 3 clusters Score -410365.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -410366.593750 Penalty: 4067.070312
	Iteration 14Q: 3 clusters Score -410366.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -410367.437500 Penalty: 4067.070312
	Iteration 15Q: 3 clusters Score -410367.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -410367.687500 Penalty: 4067.070312
	Iteration 16Q: 3 clusters Score -410367.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -410367.687500 Penalty: 4067.070312
	Iteration 17F: 3 clusters Score -410367.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Entering Unmasked Estep 
Score: -279676.656250 Penalty: 1956.027710
	Iteration 0F: 2 clusters Score -279676.7 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 1336 members 
Entering Unmasked Estep 
Score: -276655.812500 Penalty: 3912.055420
	Iteration 0F: 3 clusters Score -276655.8 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -277293.718750 Penalty: 3912.055420
	Iteration 1F: 3 clusters Score -277293.7 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -277451.093750 Penalty: 3912.055420
	Iteration 2F: 3 clusters Score -277451.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -277520.531250 Penalty: 3912.055420
	Iteration 3Q: 3 clusters Score -277520.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -277582.937500 Penalty: 3912.055420
	Iteration 4Q: 3 clusters Score -277582.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -277630.437500 Penalty: 3912.055420
	Iteration 5Q: 3 clusters Score -277630.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -277653.593750 Penalty: 3912.055420
	Iteration 6Q: 3 clusters Score -277653.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -277673.000000 Penalty: 3912.055420
	Iteration 7Q: 3 clusters Score -277673 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -277688.156250 Penalty: 3912.055420
	Iteration 8Q: 3 clusters Score -277688.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -277701.812500 Penalty: 3912.055420
	Iteration 9Q: 3 clusters Score -277701.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -277713.312500 Penalty: 3912.055420
	Iteration 10Q: 3 clusters Score -277713.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -277720.468750 Penalty: 3912.055420
	Iteration 11Q: 3 clusters Score -277720.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -277728.875000 Penalty: 3912.055420
	Iteration 12Q: 3 clusters Score -277728.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -277739.406250 Penalty: 3912.055420
	Iteration 13Q: 3 clusters Score -277739.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -277748.562500 Penalty: 3912.055420
	Iteration 14Q: 3 clusters Score -277748.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -277754.500000 Penalty: 3912.055420
	Iteration 15Q: 3 clusters Score -277754.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -277759.687500 Penalty: 3912.055420
	Iteration 16Q: 3 clusters Score -277759.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -277765.812500 Penalty: 3912.055420
	Iteration 17Q: 3 clusters Score -277765.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -277774.750000 Penalty: 3912.055420
	Iteration 18Q: 3 clusters Score -277774.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -277784.625000 Penalty: 3912.055420
	Iteration 19Q: 3 clusters Score -277784.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -277789.406250 Penalty: 3912.055420
	Iteration 20F: 3 clusters Score -277789.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -277797.343750 Penalty: 3912.055420
	Iteration 21Q: 3 clusters Score -277797.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -277805.031250 Penalty: 3912.055420
	Iteration 22Q: 3 clusters Score -277805 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -277809.625000 Penalty: 3912.055420
	Iteration 23Q: 3 clusters Score -277809.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -277813.093750 Penalty: 3912.055420
	Iteration 24Q: 3 clusters Score -277813.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -277818.125000 Penalty: 3912.055420
	Iteration 25Q: 3 clusters Score -277818.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -277819.593750 Penalty: 3912.055420
	Iteration 26Q: 3 clusters Score -277819.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -277821.093750 Penalty: 3912.055420
	Iteration 27Q: 3 clusters Score -277821.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -277822.437500 Penalty: 3912.055420
	Iteration 28Q: 3 clusters Score -277822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -277825.125000 Penalty: 3912.055420
	Iteration 29Q: 3 clusters Score -277825.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -277827.375000 Penalty: 3912.055420
	Iteration 30Q: 3 clusters Score -277827.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -277827.562500 Penalty: 3912.055420
	Iteration 31Q: 3 clusters Score -277827.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -277828.718750 Penalty: 3912.055420
	Iteration 32Q: 3 clusters Score -277828.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -277830.343750 Penalty: 3912.055420
	Iteration 33Q: 3 clusters Score -277830.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -277830.843750 Penalty: 3912.055420
	Iteration 34Q: 3 clusters Score -277830.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -277831.437500 Penalty: 3912.055420
	Iteration 35Q: 3 clusters Score -277831.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -277834.593750 Penalty: 3912.055420
	Iteration 36Q: 3 clusters Score -277834.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -277836.687500 Penalty: 3912.055420
	Iteration 37Q: 3 clusters Score -277836.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -277839.531250 Penalty: 3912.055420
	Iteration 38Q: 3 clusters Score -277839.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -277843.187500 Penalty: 3912.055420
	Iteration 39Q: 3 clusters Score -277843.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -277845.687500 Penalty: 3912.055420
	Iteration 40F: 3 clusters Score -277845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -277848.468750 Penalty: 3912.055420
	Iteration 41Q: 3 clusters Score -277848.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -277852.218750 Penalty: 3912.055420
	Iteration 42Q: 3 clusters Score -277852.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -277858.093750 Penalty: 3912.055420
	Iteration 43Q: 3 clusters Score -277858.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -277861.468750 Penalty: 3912.055420
	Iteration 44Q: 3 clusters Score -277861.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -277866.312500 Penalty: 3912.055420
	Iteration 45Q: 3 clusters Score -277866.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -277868.906250 Penalty: 3912.055420
	Iteration 46Q: 3 clusters Score -277868.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -277876.031250 Penalty: 3912.055420
	Iteration 47Q: 3 clusters Score -277876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -277884.875000 Penalty: 3912.055420
	Iteration 48Q: 3 clusters Score -277884.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -277892.968750 Penalty: 3912.055420
	Iteration 49Q: 3 clusters Score -277893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -277900.062500 Penalty: 3912.055420
	Iteration 50Q: 3 clusters Score -277900.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -277905.000000 Penalty: 3912.055420
	Iteration 51Q: 3 clusters Score -277905 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -277909.250000 Penalty: 3912.055420
	Iteration 52Q: 3 clusters Score -277909.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -277912.093750 Penalty: 3912.055420
	Iteration 53Q: 3 clusters Score -277912.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -277912.875000 Penalty: 3912.055420
	Iteration 54Q: 3 clusters Score -277912.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -277914.281250 Penalty: 3912.055420
	Iteration 55Q: 3 clusters Score -277914.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -277916.250000 Penalty: 3912.055420
	Iteration 56Q: 3 clusters Score -277916.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -277920.187500 Penalty: 3912.055420
	Iteration 57Q: 3 clusters Score -277920.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -277923.875000 Penalty: 3912.055420
	Iteration 58Q: 3 clusters Score -277923.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -277926.093750 Penalty: 3912.055420
	Iteration 59Q: 3 clusters Score -277926.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -277927.406250 Penalty: 3912.055420
	Iteration 60F: 3 clusters Score -277927.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -277928.406250 Penalty: 3912.055420
	Iteration 61Q: 3 clusters Score -277928.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -277927.968750 Penalty: 3912.055420
	Iteration 62Q: 3 clusters Score -277928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -277929.625000 Penalty: 3912.055420
	Iteration 63Q: 3 clusters Score -277929.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -277929.625000 Penalty: 3912.055420
	Iteration 64F: 3 clusters Score -277929.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Entering Unmasked Estep 
Score: -890262.875000 Penalty: 2256.681152
	Iteration 0F: 2 clusters Score -890262.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -883241.937500 Penalty: 4513.362305
	Iteration 0F: 3 clusters Score -883241.9 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -885392.812500 Penalty: 4513.362305
	Iteration 1F: 3 clusters Score -885392.8 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -885857.625000 Penalty: 4513.362305
	Iteration 2F: 3 clusters Score -885857.6 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -886334.312500 Penalty: 4513.362305
	Iteration 3F: 3 clusters Score -886334.3 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -886854.687500 Penalty: 4513.362305
	Iteration 4F: 3 clusters Score -886854.7 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -887332.125000 Penalty: 4513.362305
	Iteration 5F: 3 clusters Score -887332.1 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -887751.875000 Penalty: 4513.362305
	Iteration 6F: 3 clusters Score -887751.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5667 members 
Entering Unmasked Estep 
Score: -888114.375000 Penalty: 4513.362305
	Iteration 7Q: 3 clusters Score -888114.4 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -888347.562500 Penalty: 4513.362305
	Iteration 8Q: 3 clusters Score -888347.6 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -888493.437500 Penalty: 4513.362305
	Iteration 9Q: 3 clusters Score -888493.4 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -888578.875000 Penalty: 4513.362305
	Iteration 10Q: 3 clusters Score -888578.9 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -888628.437500 Penalty: 4513.362305
	Iteration 11Q: 3 clusters Score -888628.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -888661.937500 Penalty: 4513.362305
	Iteration 12Q: 3 clusters Score -888661.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -888690.812500 Penalty: 4513.362305
	Iteration 13Q: 3 clusters Score -888690.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -888712.500000 Penalty: 4513.362305
	Iteration 14Q: 3 clusters Score -888712.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -888725.187500 Penalty: 4513.362305
	Iteration 15Q: 3 clusters Score -888725.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -888744.625000 Penalty: 4513.362305
	Iteration 16Q: 3 clusters Score -888744.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -888752.500000 Penalty: 4513.362305
	Iteration 17Q: 3 clusters Score -888752.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 5554 members 
Entering Unmasked Estep 
Score: -888763.000000 Penalty: 4513.362305
	Iteration 18Q: 3 clusters Score -888763 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -888770.000000 Penalty: 4513.362305
	Iteration 19Q: 3 clusters Score -888770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -888774.187500 Penalty: 4513.362305
	Iteration 20F: 3 clusters Score -888774.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -888781.437500 Penalty: 4513.362305
	Iteration 21Q: 3 clusters Score -888781.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -888787.625000 Penalty: 4513.362305
	Iteration 22Q: 3 clusters Score -888787.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -888793.687500 Penalty: 4513.362305
	Iteration 23Q: 3 clusters Score -888793.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -888796.062500 Penalty: 4513.362305
	Iteration 24Q: 3 clusters Score -888796.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -888802.375000 Penalty: 4513.362305
	Iteration 25Q: 3 clusters Score -888802.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -888803.437500 Penalty: 4513.362305
	Iteration 26Q: 3 clusters Score -888803.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -888805.687500 Penalty: 4513.362305
	Iteration 27Q: 3 clusters Score -888805.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -888808.250000 Penalty: 4513.362305
	Iteration 28Q: 3 clusters Score -888808.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -888808.625000 Penalty: 4513.362305
	Iteration 29Q: 3 clusters Score -888808.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -888810.875000 Penalty: 4513.362305
	Iteration 30Q: 3 clusters Score -888810.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -888810.687500 Penalty: 4513.362305
	Iteration 31Q: 3 clusters Score -888810.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -888811.750000 Penalty: 4513.362305
	Iteration 32Q: 3 clusters Score -888811.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -888813.375000 Penalty: 4513.362305
	Iteration 33Q: 3 clusters Score -888813.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -888815.687500 Penalty: 4513.362305
	Iteration 34Q: 3 clusters Score -888815.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -888815.375000 Penalty: 4513.362305
	Iteration 35Q: 3 clusters Score -888815.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -888815.000000 Penalty: 4513.362305
	Iteration 36Q: 3 clusters Score -888815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -888814.687500 Penalty: 4513.362305
	Iteration 37Q: 3 clusters Score -888814.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -888814.687500 Penalty: 4513.362305
	Iteration 38F: 3 clusters Score -888814.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36243 members 
Entering Unmasked Estep 
Score: -4304393.000000 Penalty: 2603.504395
	Iteration 0F: 2 clusters Score -4304393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -4279571.000000 Penalty: 5207.008789
	Iteration 0F: 3 clusters Score -4279571 nChanged 16554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -4288590.500000 Penalty: 5207.008789
	Iteration 1F: 3 clusters Score -4288590 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17026 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -4289017.000000 Penalty: 5207.008789
	Iteration 2Q: 3 clusters Score -4289017 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -4289421.000000 Penalty: 5207.008789
	Iteration 3Q: 3 clusters Score -4289421 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15700 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -4289837.500000 Penalty: 5207.008789
	Iteration 4Q: 3 clusters Score -4289838 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4290400.000000 Penalty: 5207.008789
	Iteration 5Q: 3 clusters Score -4290400 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4291264.500000 Penalty: 5207.008789
	Iteration 6Q: 3 clusters Score -4291264 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -4292533.000000 Penalty: 5207.008789
	Iteration 7F: 3 clusters Score -4292533 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -4294337.500000 Penalty: 5207.008789
	Iteration 8F: 3 clusters Score -4294338 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -4296542.000000 Penalty: 5207.008789
	Iteration 9F: 3 clusters Score -4296542 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -4298577.000000 Penalty: 5207.008789
	Iteration 10F: 3 clusters Score -4298577 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -4300051.000000 Penalty: 5207.008789
	Iteration 11Q: 3 clusters Score -4300051 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 34334 members 
Entering Unmasked Estep 
Score: -4300926.500000 Penalty: 5207.008789
	Iteration 12Q: 3 clusters Score -4300926 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -4301436.500000 Penalty: 5207.008789
	Iteration 13Q: 3 clusters Score -4301436 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -4301751.500000 Penalty: 5207.008789
	Iteration 14Q: 3 clusters Score -4301752 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -4301964.000000 Penalty: 5207.008789
	Iteration 15Q: 3 clusters Score -4301964 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -4302098.000000 Penalty: 5207.008789
	Iteration 16Q: 3 clusters Score -4302098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 35444 members 
Entering Unmasked Estep 
Score: -4302178.500000 Penalty: 5207.008789
	Iteration 17Q: 3 clusters Score -4302178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -4302215.500000 Penalty: 5207.008789
	Iteration 18Q: 3 clusters Score -4302216 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 35471 members 
Entering Unmasked Estep 
Score: -4302243.000000 Penalty: 5207.008789
	Iteration 19Q: 3 clusters Score -4302243 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 35476 members 
Entering Unmasked Estep 
Score: -4302265.000000 Penalty: 5207.008789
	Iteration 20F: 3 clusters Score -4302265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 35483 members 
Entering Unmasked Estep 
Score: -4302281.000000 Penalty: 5207.008789
	Iteration 21Q: 3 clusters Score -4302281 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 35484 members 
Entering Unmasked Estep 
Score: -4302295.500000 Penalty: 5207.008789
	Iteration 22Q: 3 clusters Score -4302296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 35485 members 
Entering Unmasked Estep 
Score: -4302303.000000 Penalty: 5207.008789
	Iteration 23Q: 3 clusters Score -4302303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -4302308.000000 Penalty: 5207.008789
	Iteration 24Q: 3 clusters Score -4302308 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35491 members 
Entering Unmasked Estep 
Score: -4302317.500000 Penalty: 5207.008789
	Iteration 25Q: 3 clusters Score -4302318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -4302327.000000 Penalty: 5207.008789
	Iteration 26Q: 3 clusters Score -4302327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -4302337.500000 Penalty: 5207.008789
	Iteration 27Q: 3 clusters Score -4302338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -4302334.000000 Penalty: 5207.008789
	Iteration 28Q: 3 clusters Score -4302334 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 35495 members 
Entering Unmasked Estep 
Score: -4302338.000000 Penalty: 5207.008789
	Iteration 29Q: 3 clusters Score -4302338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -4302341.500000 Penalty: 5207.008789
	Iteration 30Q: 3 clusters Score -4302342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 35494 members 
Entering Unmasked Estep 
Score: -4302344.000000 Penalty: 5207.008789
	Iteration 31Q: 3 clusters Score -4302344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 35497 members 
Entering Unmasked Estep 
Score: -4302349.000000 Penalty: 5207.008789
	Iteration 32Q: 3 clusters Score -4302349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 35503 members 
Entering Unmasked Estep 
Score: -4302344.500000 Penalty: 5207.008789
	Iteration 33Q: 3 clusters Score -4302344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 35506 members 
Entering Unmasked Estep 
Score: -4302348.000000 Penalty: 5207.008789
	Iteration 34Q: 3 clusters Score -4302348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4302347.000000 Penalty: 5207.008789
	Iteration 35Q: 3 clusters Score -4302347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 35508 members 
Entering Unmasked Estep 
Score: -4302347.000000 Penalty: 5207.008789
	Iteration 36F: 3 clusters Score -4302347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Entering Unmasked Estep 
Score: -3901577.500000 Penalty: 2594.075928
	Iteration 0F: 2 clusters Score -3901578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -3877709.000000 Penalty: 5188.151855
	Iteration 0F: 3 clusters Score -3877709 nChanged 15859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -3886646.750000 Penalty: 5188.151855
	Iteration 1F: 3 clusters Score -3886647 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -3887344.000000 Penalty: 5188.151855
	Iteration 2F: 3 clusters Score -3887344 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -3888149.750000 Penalty: 5188.151855
	Iteration 3F: 3 clusters Score -3888150 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3889252.500000 Penalty: 5188.151855
	Iteration 4F: 3 clusters Score -3889252 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -3890760.250000 Penalty: 5188.151855
	Iteration 5F: 3 clusters Score -3890760 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 25813 members 
Entering Unmasked Estep 
Score: -3892648.750000 Penalty: 5188.151855
	Iteration 6F: 3 clusters Score -3892649 nChanged 2419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3894681.250000 Penalty: 5188.151855
	Iteration 7F: 3 clusters Score -3894681 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 29773 members 
Entering Unmasked Estep 
Score: -3896459.250000 Penalty: 5188.151855
	Iteration 8F: 3 clusters Score -3896459 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -3897785.500000 Penalty: 5188.151855
	Iteration 9Q: 3 clusters Score -3897786 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -3898724.750000 Penalty: 5188.151855
	Iteration 10Q: 3 clusters Score -3898725 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -3899415.500000 Penalty: 5188.151855
	Iteration 11Q: 3 clusters Score -3899416 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -3899860.750000 Penalty: 5188.151855
	Iteration 12Q: 3 clusters Score -3899861 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -3900038.750000 Penalty: 5188.151855
	Iteration 13Q: 3 clusters Score -3900039 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -3900127.250000 Penalty: 5188.151855
	Iteration 14Q: 3 clusters Score -3900127 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -3900181.250000 Penalty: 5188.151855
	Iteration 15Q: 3 clusters Score -3900181 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -3900204.750000 Penalty: 5188.151855
	Iteration 16Q: 3 clusters Score -3900205 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 32957 members 
Entering Unmasked Estep 
Score: -3900234.000000 Penalty: 5188.151855
	Iteration 17Q: 3 clusters Score -3900234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -3900238.500000 Penalty: 5188.151855
	Iteration 18Q: 3 clusters Score -3900238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -3900257.750000 Penalty: 5188.151855
	Iteration 19Q: 3 clusters Score -3900258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 32994 members 
Entering Unmasked Estep 
Score: -3900265.250000 Penalty: 5188.151855
	Iteration 20F: 3 clusters Score -3900265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -3900275.500000 Penalty: 5188.151855
	Iteration 21Q: 3 clusters Score -3900276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 33008 members 
Entering Unmasked Estep 
Score: -3900282.000000 Penalty: 5188.151855
	Iteration 22Q: 3 clusters Score -3900282 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 33019 members 
Entering Unmasked Estep 
Score: -3900285.750000 Penalty: 5188.151855
	Iteration 23Q: 3 clusters Score -3900286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 33020 members 
Entering Unmasked Estep 
Score: -3900278.000000 Penalty: 5188.151855
	Iteration 24Q: 3 clusters Score -3900278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -3900287.750000 Penalty: 5188.151855
	Iteration 25Q: 3 clusters Score -3900288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 33023 members 
Entering Unmasked Estep 
Score: -3900286.000000 Penalty: 5188.151855
	Iteration 26Q: 3 clusters Score -3900286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -3900283.000000 Penalty: 5188.151855
	Iteration 27Q: 3 clusters Score -3900283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 33025 members 
Entering Unmasked Estep 
Score: -3900282.250000 Penalty: 5188.151855
	Iteration 28Q: 3 clusters Score -3900282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -3900281.500000 Penalty: 5188.151855
	Iteration 29Q: 3 clusters Score -3900282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 33024 members 
Entering Unmasked Estep 
Score: -3900281.500000 Penalty: 5188.151855
	Iteration 30F: 3 clusters Score -3900282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (53539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53539 members 
Entering Unmasked Estep 
Score: -6382669.000000 Penalty: 2700.265137
	Iteration 0F: 2 clusters Score -6382669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -6346399.500000 Penalty: 5400.530273
	Iteration 0F: 3 clusters Score -6346400 nChanged 24957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28468 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -6360649.500000 Penalty: 5400.530273
	Iteration 1F: 3 clusters Score -6360650 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29370 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -6361254.000000 Penalty: 5400.530273
	Iteration 2Q: 3 clusters Score -6361254 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -6362112.500000 Penalty: 5400.530273
	Iteration 3Q: 3 clusters Score -6362112 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -6363382.500000 Penalty: 5400.530273
	Iteration 4Q: 3 clusters Score -6363382 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35004 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -6365107.000000 Penalty: 5400.530273
	Iteration 5F: 3 clusters Score -6365107 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -6367551.000000 Penalty: 5400.530273
	Iteration 6F: 3 clusters Score -6367551 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41470 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -6370327.500000 Penalty: 5400.530273
	Iteration 7F: 3 clusters Score -6370328 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44822 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -6373239.500000 Penalty: 5400.530273
	Iteration 8F: 3 clusters Score -6373240 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -6375768.500000 Penalty: 5400.530273
	Iteration 9F: 3 clusters Score -6375768 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49870 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -6377655.000000 Penalty: 5400.530273
	Iteration 10Q: 3 clusters Score -6377655 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51221 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -6378716.000000 Penalty: 5400.530273
	Iteration 11Q: 3 clusters Score -6378716 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52007 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -6379322.500000 Penalty: 5400.530273
	Iteration 12Q: 3 clusters Score -6379322 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52458 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -6379717.000000 Penalty: 5400.530273
	Iteration 13Q: 3 clusters Score -6379717 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52708 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -6379941.000000 Penalty: 5400.530273
	Iteration 14Q: 3 clusters Score -6379941 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52850 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6380062.500000 Penalty: 5400.530273
	Iteration 15Q: 3 clusters Score -6380062 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52944 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -6380154.000000 Penalty: 5400.530273
	Iteration 16Q: 3 clusters Score -6380154 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6380214.000000 Penalty: 5400.530273
	Iteration 17Q: 3 clusters Score -6380214 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53028 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6380253.000000 Penalty: 5400.530273
	Iteration 18Q: 3 clusters Score -6380253 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53050 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6380284.500000 Penalty: 5400.530273
	Iteration 19Q: 3 clusters Score -6380284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53066 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6380299.500000 Penalty: 5400.530273
	Iteration 20F: 3 clusters Score -6380300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53075 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -6380310.500000 Penalty: 5400.530273
	Iteration 21Q: 3 clusters Score -6380310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53082 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -6380316.000000 Penalty: 5400.530273
	Iteration 22Q: 3 clusters Score -6380316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53090 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6380321.000000 Penalty: 5400.530273
	Iteration 23Q: 3 clusters Score -6380321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53093 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6380327.000000 Penalty: 5400.530273
	Iteration 24Q: 3 clusters Score -6380327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53099 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -6380339.000000 Penalty: 5400.530273
	Iteration 25Q: 3 clusters Score -6380339 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53104 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -6380344.500000 Penalty: 5400.530273
	Iteration 26Q: 3 clusters Score -6380344 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -6380349.500000 Penalty: 5400.530273
	Iteration 27Q: 3 clusters Score -6380350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53112 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6380361.500000 Penalty: 5400.530273
	Iteration 28Q: 3 clusters Score -6380362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53113 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6380365.000000 Penalty: 5400.530273
	Iteration 29Q: 3 clusters Score -6380365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53116 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6380366.500000 Penalty: 5400.530273
	Iteration 30Q: 3 clusters Score -6380366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53118 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6380364.000000 Penalty: 5400.530273
	Iteration 31Q: 3 clusters Score -6380364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6380370.000000 Penalty: 5400.530273
	Iteration 32Q: 3 clusters Score -6380370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6380375.000000 Penalty: 5400.530273
	Iteration 33Q: 3 clusters Score -6380375 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53124 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -6380371.000000 Penalty: 5400.530273
	Iteration 34Q: 3 clusters Score -6380371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6380371.000000 Penalty: 5400.530273
	Iteration 35Q: 3 clusters Score -6380371 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53125 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6380371.000000 Penalty: 5400.530273
	Iteration 36F: 3 clusters Score -6380371 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -205730.718750 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -205730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -203143.781250 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -203143.8 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -203667.390625 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -203667.4 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -203985.546875 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -203985.5 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -204240.859375 Penalty: 3755.961426
	Iteration 3F: 3 clusters Score -204240.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -204523.250000 Penalty: 3755.961426
	Iteration 4F: 3 clusters Score -204523.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -204737.859375 Penalty: 3755.961426
	Iteration 5F: 3 clusters Score -204737.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -204910.390625 Penalty: 3755.961426
	Iteration 6F: 3 clusters Score -204910.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -205094.453125 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -205094.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -205316.343750 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -205316.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -205532.062500 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -205532.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -205673.218750 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -205673.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -205721.453125 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -205721.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -205734.765625 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -205734.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -205738.343750 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -205738.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -205738.609375 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -205738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -205738.609375 Penalty: 3755.961426
	Iteration 15F: 3 clusters Score -205738.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 17866 members 
Mstep: Class 4 contains 201016 members 
Mstep: Class 5 contains 158528 members 
Mstep: Class 6 contains 228217 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 8951 members 
Mstep: Class 10 contains 36243 members 
Mstep: Class 11 contains 34891 members 
Mstep: Class 12 contains 53539 members 
Mstep: Class 13 contains 704 members 
Mstep: Class 14 contains 87599 members 
Mstep: Class 15 contains 19914 members 
Mstep: Class 16 contains 11866 members 
Mstep: Class 17 contains 8845 members 
Mstep: Class 18 contains 199153 members 
Mstep: Class 19 contains 59400 members 
Mstep: Class 20 contains 12261 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190175 members 
Mstep: Class 23 contains 23716 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8056 members 
Mstep: Class 27 contains 22319 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13743 members 
Mstep: Class 30 contains 1711 members 
Mstep: Class 31 contains 1240 members 
Entering Unmasked Estep 
Score: -161464208.000000 Penalty: 108902.257812
Splitting cluster 13 changes total score from -161465824.000000 to -161464208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (87599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87599 members 
Entering Unmasked Estep 
Score: -10024901.000000 Penalty: 2822.370117
	Iteration 0F: 2 clusters Score -1.00249e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43835 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -9966648.000000 Penalty: 5644.740234
	Iteration 0F: 3 clusters Score -9966648 nChanged 41222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -9989407.000000 Penalty: 5644.740234
	Iteration 1F: 3 clusters Score -9989407 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 42419 members 
Entering Unmasked Estep 
Score: -9989916.000000 Penalty: 5644.740234
	Iteration 2Q: 3 clusters Score -9989916 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45923 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -9990300.000000 Penalty: 5644.740234
	Iteration 3Q: 3 clusters Score -9990300 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46949 members 
Mstep: Class 2 contains 40650 members 
Entering Unmasked Estep 
Score: -9990812.000000 Penalty: 5644.740234
	Iteration 4Q: 3 clusters Score -9990812 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48529 members 
Mstep: Class 2 contains 39070 members 
Entering Unmasked Estep 
Score: -9991453.000000 Penalty: 5644.740234
	Iteration 5Q: 3 clusters Score -9991453 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50947 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -9992448.000000 Penalty: 5644.740234
	Iteration 6Q: 3 clusters Score -9992448 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -9994123.000000 Penalty: 5644.740234
	Iteration 7Q: 3 clusters Score -9994123 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59571 members 
Mstep: Class 2 contains 28028 members 
Entering Unmasked Estep 
Score: -9997206.000000 Penalty: 5644.740234
	Iteration 8F: 3 clusters Score -9997206 nChanged 6630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66117 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -10002255.000000 Penalty: 5644.740234
	Iteration 9F: 3 clusters Score -1.000226e+07 nChanged 7385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73476 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -10008947.000000 Penalty: 5644.740234
	Iteration 10F: 3 clusters Score -1.000895e+07 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80005 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -10015312.000000 Penalty: 5644.740234
	Iteration 11F: 3 clusters Score -1.001531e+07 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84171 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -10019383.000000 Penalty: 5644.740234
	Iteration 12Q: 3 clusters Score -1.001938e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86172 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -10021217.000000 Penalty: 5644.740234
	Iteration 13Q: 3 clusters Score -1.002122e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86932 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10021910.000000 Penalty: 5644.740234
	Iteration 14Q: 3 clusters Score -1.002191e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87159 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -10022127.000000 Penalty: 5644.740234
	Iteration 15Q: 3 clusters Score -1.002213e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87236 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10022246.000000 Penalty: 5644.740234
	Iteration 16Q: 3 clusters Score -1.002225e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87284 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10022307.000000 Penalty: 5644.740234
	Iteration 17Q: 3 clusters Score -1.002231e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87303 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10022358.000000 Penalty: 5644.740234
	Iteration 18Q: 3 clusters Score -1.002236e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87315 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -10022377.000000 Penalty: 5644.740234
	Iteration 19Q: 3 clusters Score -1.002238e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87326 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -10022396.000000 Penalty: 5644.740234
	Iteration 20F: 3 clusters Score -1.00224e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10022403.000000 Penalty: 5644.740234
	Iteration 21Q: 3 clusters Score -1.00224e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87329 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -10022401.000000 Penalty: 5644.740234
	Iteration 22Q: 3 clusters Score -1.00224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87327 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -10022413.000000 Penalty: 5644.740234
	Iteration 23Q: 3 clusters Score -1.002241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87330 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -10022413.000000 Penalty: 5644.740234
	Iteration 24Q: 3 clusters Score -1.002241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87331 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10022426.000000 Penalty: 5644.740234
	Iteration 25Q: 3 clusters Score -1.002243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87332 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -10022417.000000 Penalty: 5644.740234
	Iteration 26Q: 3 clusters Score -1.002242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87334 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -10022424.000000 Penalty: 5644.740234
	Iteration 27Q: 3 clusters Score -1.002242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87335 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -10022419.000000 Penalty: 5644.740234
	Iteration 28Q: 3 clusters Score -1.002242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10022419.000000 Penalty: 5644.740234
	Iteration 29Q: 3 clusters Score -1.002242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87336 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -10022419.000000 Penalty: 5644.740234
	Iteration 30F: 3 clusters Score -1.002242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19914 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19914 members 
Entering Unmasked Estep 
Score: -2233031.750000 Penalty: 2454.996338
	Iteration 0F: 2 clusters Score -2233032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -2219038.000000 Penalty: 4909.992676
	Iteration 0F: 3 clusters Score -2219038 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2223737.250000 Penalty: 4909.992676
	Iteration 1F: 3 clusters Score -2223737 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2224228.500000 Penalty: 4909.992676
	Iteration 2F: 3 clusters Score -2224228 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2224627.000000 Penalty: 4909.992676
	Iteration 3Q: 3 clusters Score -2224627 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -2224956.500000 Penalty: 4909.992676
	Iteration 4Q: 3 clusters Score -2224956 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2225234.000000 Penalty: 4909.992676
	Iteration 5Q: 3 clusters Score -2225234 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2225494.750000 Penalty: 4909.992676
	Iteration 6Q: 3 clusters Score -2225495 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2225767.500000 Penalty: 4909.992676
	Iteration 7Q: 3 clusters Score -2225768 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2226061.000000 Penalty: 4909.992676
	Iteration 8Q: 3 clusters Score -2226061 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2226382.000000 Penalty: 4909.992676
	Iteration 9Q: 3 clusters Score -2226382 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 9454 members 
Entering Unmasked Estep 
Score: -2226655.500000 Penalty: 4909.992676
	Iteration 10Q: 3 clusters Score -2226656 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -2226951.000000 Penalty: 4909.992676
	Iteration 11Q: 3 clusters Score -2226951 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2227253.000000 Penalty: 4909.992676
	Iteration 12Q: 3 clusters Score -2227253 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10249 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -2227531.000000 Penalty: 4909.992676
	Iteration 13Q: 3 clusters Score -2227531 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -2227765.750000 Penalty: 4909.992676
	Iteration 14Q: 3 clusters Score -2227766 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 9862 members 
Entering Unmasked Estep 
Score: -2227925.750000 Penalty: 4909.992676
	Iteration 15Q: 3 clusters Score -2227926 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -2228059.000000 Penalty: 4909.992676
	Iteration 16Q: 3 clusters Score -2228059 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -2228173.500000 Penalty: 4909.992676
	Iteration 17Q: 3 clusters Score -2228174 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -2228260.750000 Penalty: 4909.992676
	Iteration 18Q: 3 clusters Score -2228261 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9642 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -2228337.250000 Penalty: 4909.992676
	Iteration 19Q: 3 clusters Score -2228337 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2228405.500000 Penalty: 4909.992676
	Iteration 20F: 3 clusters Score -2228406 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -2228486.250000 Penalty: 4909.992676
	Iteration 21Q: 3 clusters Score -2228486 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -2228551.000000 Penalty: 4909.992676
	Iteration 22Q: 3 clusters Score -2228551 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2228631.250000 Penalty: 4909.992676
	Iteration 23Q: 3 clusters Score -2228631 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -2228700.250000 Penalty: 4909.992676
	Iteration 24Q: 3 clusters Score -2228700 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -2228763.250000 Penalty: 4909.992676
	Iteration 25Q: 3 clusters Score -2228763 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -2228822.750000 Penalty: 4909.992676
	Iteration 26Q: 3 clusters Score -2228823 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -2228897.500000 Penalty: 4909.992676
	Iteration 27Q: 3 clusters Score -2228898 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2228994.500000 Penalty: 4909.992676
	Iteration 28Q: 3 clusters Score -2228994 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -2229088.500000 Penalty: 4909.992676
	Iteration 29Q: 3 clusters Score -2229088 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -2229203.000000 Penalty: 4909.992676
	Iteration 30Q: 3 clusters Score -2229203 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -2229304.000000 Penalty: 4909.992676
	Iteration 31Q: 3 clusters Score -2229304 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2229437.250000 Penalty: 4909.992676
	Iteration 32Q: 3 clusters Score -2229437 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -2229551.750000 Penalty: 4909.992676
	Iteration 33Q: 3 clusters Score -2229552 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -2229682.250000 Penalty: 4909.992676
	Iteration 34Q: 3 clusters Score -2229682 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2229785.750000 Penalty: 4909.992676
	Iteration 35Q: 3 clusters Score -2229786 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2229873.000000 Penalty: 4909.992676
	Iteration 36Q: 3 clusters Score -2229873 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 13877 members 
Entering Unmasked Estep 
Score: -2229968.750000 Penalty: 4909.992676
	Iteration 37Q: 3 clusters Score -2229969 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -2230032.000000 Penalty: 4909.992676
	Iteration 38Q: 3 clusters Score -2230032 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2230087.000000 Penalty: 4909.992676
	Iteration 39Q: 3 clusters Score -2230087 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2230155.500000 Penalty: 4909.992676
	Iteration 40F: 3 clusters Score -2230156 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2230209.500000 Penalty: 4909.992676
	Iteration 41Q: 3 clusters Score -2230210 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2230268.750000 Penalty: 4909.992676
	Iteration 42Q: 3 clusters Score -2230269 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2230307.500000 Penalty: 4909.992676
	Iteration 43Q: 3 clusters Score -2230308 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -2230350.500000 Penalty: 4909.992676
	Iteration 44Q: 3 clusters Score -2230350 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2230375.500000 Penalty: 4909.992676
	Iteration 45Q: 3 clusters Score -2230376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2230409.250000 Penalty: 4909.992676
	Iteration 46Q: 3 clusters Score -2230409 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -2230431.750000 Penalty: 4909.992676
	Iteration 47Q: 3 clusters Score -2230432 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2230473.250000 Penalty: 4909.992676
	Iteration 48Q: 3 clusters Score -2230473 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -2230507.250000 Penalty: 4909.992676
	Iteration 49Q: 3 clusters Score -2230507 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -2230527.500000 Penalty: 4909.992676
	Iteration 50Q: 3 clusters Score -2230528 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -2230553.000000 Penalty: 4909.992676
	Iteration 51Q: 3 clusters Score -2230553 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2230574.500000 Penalty: 4909.992676
	Iteration 52Q: 3 clusters Score -2230574 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -2230606.000000 Penalty: 4909.992676
	Iteration 53Q: 3 clusters Score -2230606 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -2230617.250000 Penalty: 4909.992676
	Iteration 54Q: 3 clusters Score -2230617 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2230642.750000 Penalty: 4909.992676
	Iteration 55Q: 3 clusters Score -2230643 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2230651.000000 Penalty: 4909.992676
	Iteration 56Q: 3 clusters Score -2230651 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2230674.250000 Penalty: 4909.992676
	Iteration 57Q: 3 clusters Score -2230674 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -2230679.750000 Penalty: 4909.992676
	Iteration 58Q: 3 clusters Score -2230680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -2230687.000000 Penalty: 4909.992676
	Iteration 59Q: 3 clusters Score -2230687 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2230700.250000 Penalty: 4909.992676
	Iteration 60F: 3 clusters Score -2230700 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2230707.250000 Penalty: 4909.992676
	Iteration 61Q: 3 clusters Score -2230707 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2230711.750000 Penalty: 4909.992676
	Iteration 62Q: 3 clusters Score -2230712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2230727.000000 Penalty: 4909.992676
	Iteration 63Q: 3 clusters Score -2230727 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 16401 members 
Entering Unmasked Estep 
Score: -2230730.500000 Penalty: 4909.992676
	Iteration 64Q: 3 clusters Score -2230730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2230738.750000 Penalty: 4909.992676
	Iteration 65Q: 3 clusters Score -2230739 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2230745.500000 Penalty: 4909.992676
	Iteration 66Q: 3 clusters Score -2230746 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 16489 members 
Entering Unmasked Estep 
Score: -2230753.000000 Penalty: 4909.992676
	Iteration 67Q: 3 clusters Score -2230753 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -2230754.500000 Penalty: 4909.992676
	Iteration 68Q: 3 clusters Score -2230754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -2230753.000000 Penalty: 4909.992676
	Iteration 69Q: 3 clusters Score -2230753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -2230757.250000 Penalty: 4909.992676
	Iteration 70Q: 3 clusters Score -2230757 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -2230762.750000 Penalty: 4909.992676
	Iteration 71Q: 3 clusters Score -2230763 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2230772.000000 Penalty: 4909.992676
	Iteration 72Q: 3 clusters Score -2230772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2230770.250000 Penalty: 4909.992676
	Iteration 73Q: 3 clusters Score -2230770 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -2230773.750000 Penalty: 4909.992676
	Iteration 74Q: 3 clusters Score -2230774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -2230770.000000 Penalty: 4909.992676
	Iteration 75Q: 3 clusters Score -2230770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2230772.000000 Penalty: 4909.992676
	Iteration 76Q: 3 clusters Score -2230772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2230774.250000 Penalty: 4909.992676
	Iteration 77Q: 3 clusters Score -2230774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2230774.000000 Penalty: 4909.992676
	Iteration 78Q: 3 clusters Score -2230774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2230775.000000 Penalty: 4909.992676
	Iteration 79Q: 3 clusters Score -2230775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2230780.500000 Penalty: 4909.992676
	Iteration 80F: 3 clusters Score -2230780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -2230779.000000 Penalty: 4909.992676
	Iteration 81Q: 3 clusters Score -2230779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -2230782.500000 Penalty: 4909.992676
	Iteration 82Q: 3 clusters Score -2230782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2230781.250000 Penalty: 4909.992676
	Iteration 83Q: 3 clusters Score -2230781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2230783.500000 Penalty: 4909.992676
	Iteration 84Q: 3 clusters Score -2230784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -2230785.250000 Penalty: 4909.992676
	Iteration 85Q: 3 clusters Score -2230785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -2230782.750000 Penalty: 4909.992676
	Iteration 86Q: 3 clusters Score -2230783 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -2230783.500000 Penalty: 4909.992676
	Iteration 87Q: 3 clusters Score -2230784 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -2230781.250000 Penalty: 4909.992676
	Iteration 88Q: 3 clusters Score -2230781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2230781.750000 Penalty: 4909.992676
	Iteration 89Q: 3 clusters Score -2230782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2230784.000000 Penalty: 4909.992676
	Iteration 90Q: 3 clusters Score -2230784 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -2230784.000000 Penalty: 4909.992676
	Iteration 91Q: 3 clusters Score -2230784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2230786.750000 Penalty: 4909.992676
	Iteration 92Q: 3 clusters Score -2230787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 16682 members 
Entering Unmasked Estep 
Score: -2230789.250000 Penalty: 4909.992676
	Iteration 93Q: 3 clusters Score -2230789 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -2230789.000000 Penalty: 4909.992676
	Iteration 94Q: 3 clusters Score -2230789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 16699 members 
Entering Unmasked Estep 
Score: -2230784.750000 Penalty: 4909.992676
	Iteration 95Q: 3 clusters Score -2230785 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2230782.000000 Penalty: 4909.992676
	Iteration 96Q: 3 clusters Score -2230782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -2230783.750000 Penalty: 4909.992676
	Iteration 97Q: 3 clusters Score -2230784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2230785.250000 Penalty: 4909.992676
	Iteration 98Q: 3 clusters Score -2230785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -2230785.000000 Penalty: 4909.992676
	Iteration 99Q: 3 clusters Score -2230785 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 16712 members 
Entering Unmasked Estep 
Score: -2230784.500000 Penalty: 4909.992676
	Iteration 100F: 3 clusters Score -2230784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2230781.750000 Penalty: 4909.992676
	Iteration 101Q: 3 clusters Score -2230782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -2230786.250000 Penalty: 4909.992676
	Iteration 102Q: 3 clusters Score -2230786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2230788.250000 Penalty: 4909.992676
	Iteration 103Q: 3 clusters Score -2230788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2230783.500000 Penalty: 4909.992676
	Iteration 104Q: 3 clusters Score -2230784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -2230788.500000 Penalty: 4909.992676
	Iteration 105Q: 3 clusters Score -2230788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2230790.500000 Penalty: 4909.992676
	Iteration 106Q: 3 clusters Score -2230790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 16753 members 
Entering Unmasked Estep 
Score: -2230789.250000 Penalty: 4909.992676
	Iteration 107Q: 3 clusters Score -2230789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2230793.250000 Penalty: 4909.992676
	Iteration 108Q: 3 clusters Score -2230793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2230790.500000 Penalty: 4909.992676
	Iteration 109Q: 3 clusters Score -2230790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 16769 members 
Entering Unmasked Estep 
Score: -2230789.500000 Penalty: 4909.992676
	Iteration 110Q: 3 clusters Score -2230790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -2230787.500000 Penalty: 4909.992676
	Iteration 111Q: 3 clusters Score -2230788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2230789.750000 Penalty: 4909.992676
	Iteration 112Q: 3 clusters Score -2230790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -2230791.750000 Penalty: 4909.992676
	Iteration 113Q: 3 clusters Score -2230792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2230795.750000 Penalty: 4909.992676
	Iteration 114Q: 3 clusters Score -2230796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 16799 members 
Entering Unmasked Estep 
Score: -2230798.000000 Penalty: 4909.992676
	Iteration 115Q: 3 clusters Score -2230798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -2230797.500000 Penalty: 4909.992676
	Iteration 116Q: 3 clusters Score -2230798 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2230799.500000 Penalty: 4909.992676
	Iteration 117Q: 3 clusters Score -2230800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -2230798.750000 Penalty: 4909.992676
	Iteration 118Q: 3 clusters Score -2230799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -2230796.750000 Penalty: 4909.992676
	Iteration 119Q: 3 clusters Score -2230797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -2230796.750000 Penalty: 4909.992676
	Iteration 120F: 3 clusters Score -2230797 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -2230794.000000 Penalty: 4909.992676
	Iteration 121Q: 3 clusters Score -2230794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2230794.500000 Penalty: 4909.992676
	Iteration 122Q: 3 clusters Score -2230794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -2230798.000000 Penalty: 4909.992676
	Iteration 123Q: 3 clusters Score -2230798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -2230796.250000 Penalty: 4909.992676
	Iteration 124Q: 3 clusters Score -2230796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 16827 members 
Entering Unmasked Estep 
Score: -2230798.250000 Penalty: 4909.992676
	Iteration 125Q: 3 clusters Score -2230798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2230799.500000 Penalty: 4909.992676
	Iteration 126Q: 3 clusters Score -2230800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -2230795.250000 Penalty: 4909.992676
	Iteration 127Q: 3 clusters Score -2230795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -2230798.750000 Penalty: 4909.992676
	Iteration 128Q: 3 clusters Score -2230799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -2230800.500000 Penalty: 4909.992676
	Iteration 129Q: 3 clusters Score -2230800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2230803.750000 Penalty: 4909.992676
	Iteration 130Q: 3 clusters Score -2230804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2230804.750000 Penalty: 4909.992676
	Iteration 131Q: 3 clusters Score -2230805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -2230808.500000 Penalty: 4909.992676
	Iteration 132Q: 3 clusters Score -2230808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -2230806.000000 Penalty: 4909.992676
	Iteration 133Q: 3 clusters Score -2230806 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2230806.750000 Penalty: 4909.992676
	Iteration 134Q: 3 clusters Score -2230807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -2230807.500000 Penalty: 4909.992676
	Iteration 135Q: 3 clusters Score -2230808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -2230809.000000 Penalty: 4909.992676
	Iteration 136Q: 3 clusters Score -2230809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2230809.000000 Penalty: 4909.992676
	Iteration 137Q: 3 clusters Score -2230809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2230811.000000 Penalty: 4909.992676
	Iteration 138Q: 3 clusters Score -2230811 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2230814.750000 Penalty: 4909.992676
	Iteration 139Q: 3 clusters Score -2230815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2230811.750000 Penalty: 4909.992676
	Iteration 140F: 3 clusters Score -2230812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 16914 members 
Entering Unmasked Estep 
Score: -2230808.750000 Penalty: 4909.992676
	Iteration 141Q: 3 clusters Score -2230809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -2230812.000000 Penalty: 4909.992676
	Iteration 142Q: 3 clusters Score -2230812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2230811.750000 Penalty: 4909.992676
	Iteration 143Q: 3 clusters Score -2230812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2230813.500000 Penalty: 4909.992676
	Iteration 144Q: 3 clusters Score -2230814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -2230813.500000 Penalty: 4909.992676
	Iteration 145F: 3 clusters Score -2230814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (11866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Entering Unmasked Estep 
Score: -1055804.500000 Penalty: 2326.595215
	Iteration 0F: 2 clusters Score -1055804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1047053.812500 Penalty: 4653.190430
	Iteration 0F: 3 clusters Score -1047054 nChanged 5029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1050014.250000 Penalty: 4653.190430
	Iteration 1F: 3 clusters Score -1050014 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1050910.000000 Penalty: 4653.190430
	Iteration 2F: 3 clusters Score -1050910 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1051829.125000 Penalty: 4653.190430
	Iteration 3F: 3 clusters Score -1051829 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1052685.125000 Penalty: 4653.190430
	Iteration 4F: 3 clusters Score -1052685 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1053374.125000 Penalty: 4653.190430
	Iteration 5F: 3 clusters Score -1053374 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -1053852.125000 Penalty: 4653.190430
	Iteration 6F: 3 clusters Score -1053852 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1054117.500000 Penalty: 4653.190430
	Iteration 7Q: 3 clusters Score -1054118 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1054273.625000 Penalty: 4653.190430
	Iteration 8Q: 3 clusters Score -1054274 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -1054377.250000 Penalty: 4653.190430
	Iteration 9Q: 3 clusters Score -1054377 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1054439.500000 Penalty: 4653.190430
	Iteration 10Q: 3 clusters Score -1054440 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1054475.000000 Penalty: 4653.190430
	Iteration 11Q: 3 clusters Score -1054475 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1054510.875000 Penalty: 4653.190430
	Iteration 12Q: 3 clusters Score -1054511 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1054539.000000 Penalty: 4653.190430
	Iteration 13Q: 3 clusters Score -1054539 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1054557.000000 Penalty: 4653.190430
	Iteration 14Q: 3 clusters Score -1054557 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1054583.250000 Penalty: 4653.190430
	Iteration 15Q: 3 clusters Score -1054583 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -1054603.750000 Penalty: 4653.190430
	Iteration 16Q: 3 clusters Score -1054604 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1054631.875000 Penalty: 4653.190430
	Iteration 17Q: 3 clusters Score -1054632 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1054657.000000 Penalty: 4653.190430
	Iteration 18Q: 3 clusters Score -1054657 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1054677.125000 Penalty: 4653.190430
	Iteration 19Q: 3 clusters Score -1054677 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1054692.250000 Penalty: 4653.190430
	Iteration 20F: 3 clusters Score -1054692 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -1054711.500000 Penalty: 4653.190430
	Iteration 21Q: 3 clusters Score -1054712 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1054735.750000 Penalty: 4653.190430
	Iteration 22Q: 3 clusters Score -1054736 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -1054769.750000 Penalty: 4653.190430
	Iteration 23Q: 3 clusters Score -1054770 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1054817.375000 Penalty: 4653.190430
	Iteration 24Q: 3 clusters Score -1054817 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1054884.625000 Penalty: 4653.190430
	Iteration 25Q: 3 clusters Score -1054885 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -1054935.500000 Penalty: 4653.190430
	Iteration 26Q: 3 clusters Score -1054936 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1054979.500000 Penalty: 4653.190430
	Iteration 27Q: 3 clusters Score -1054980 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1055010.750000 Penalty: 4653.190430
	Iteration 28Q: 3 clusters Score -1055011 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -1055032.875000 Penalty: 4653.190430
	Iteration 29Q: 3 clusters Score -1055033 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1055055.625000 Penalty: 4653.190430
	Iteration 30Q: 3 clusters Score -1055056 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1055068.000000 Penalty: 4653.190430
	Iteration 31Q: 3 clusters Score -1055068 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1055076.625000 Penalty: 4653.190430
	Iteration 32Q: 3 clusters Score -1055077 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -1055080.875000 Penalty: 4653.190430
	Iteration 33Q: 3 clusters Score -1055081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 7815 members 
Entering Unmasked Estep 
Score: -1055086.625000 Penalty: 4653.190430
	Iteration 34Q: 3 clusters Score -1055087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -1055090.750000 Penalty: 4653.190430
	Iteration 35Q: 3 clusters Score -1055091 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -1055093.875000 Penalty: 4653.190430
	Iteration 36Q: 3 clusters Score -1055094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1055098.625000 Penalty: 4653.190430
	Iteration 37Q: 3 clusters Score -1055099 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 7885 members 
Entering Unmasked Estep 
Score: -1055100.625000 Penalty: 4653.190430
	Iteration 38Q: 3 clusters Score -1055101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -1055102.125000 Penalty: 4653.190430
	Iteration 39Q: 3 clusters Score -1055102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1055101.625000 Penalty: 4653.190430
	Iteration 40F: 3 clusters Score -1055102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1055102.875000 Penalty: 4653.190430
	Iteration 41Q: 3 clusters Score -1055103 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1055104.500000 Penalty: 4653.190430
	Iteration 42Q: 3 clusters Score -1055104 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1055106.000000 Penalty: 4653.190430
	Iteration 43Q: 3 clusters Score -1055106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1055107.000000 Penalty: 4653.190430
	Iteration 44Q: 3 clusters Score -1055107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1055107.875000 Penalty: 4653.190430
	Iteration 45Q: 3 clusters Score -1055108 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -1055110.875000 Penalty: 4653.190430
	Iteration 46Q: 3 clusters Score -1055111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -1055113.875000 Penalty: 4653.190430
	Iteration 47Q: 3 clusters Score -1055114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1055113.500000 Penalty: 4653.190430
	Iteration 48Q: 3 clusters Score -1055114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1055113.125000 Penalty: 4653.190430
	Iteration 49Q: 3 clusters Score -1055113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1055113.750000 Penalty: 4653.190430
	Iteration 50Q: 3 clusters Score -1055114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1055113.750000 Penalty: 4653.190430
	Iteration 51F: 3 clusters Score -1055114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Entering Unmasked Estep 
Score: -994870.875000 Penalty: 2253.726562
	Iteration 0F: 2 clusters Score -994870.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -988016.875000 Penalty: 4507.453125
	Iteration 0F: 3 clusters Score -988016.9 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -989914.437500 Penalty: 4507.453125
	Iteration 1F: 3 clusters Score -989914.4 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -990177.687500 Penalty: 4507.453125
	Iteration 2F: 3 clusters Score -990177.7 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -990363.125000 Penalty: 4507.453125
	Iteration 3F: 3 clusters Score -990363.1 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -990531.187500 Penalty: 4507.453125
	Iteration 4Q: 3 clusters Score -990531.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -990684.375000 Penalty: 4507.453125
	Iteration 5Q: 3 clusters Score -990684.4 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -990818.562500 Penalty: 4507.453125
	Iteration 6Q: 3 clusters Score -990818.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -990939.062500 Penalty: 4507.453125
	Iteration 7Q: 3 clusters Score -990939.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -991051.250000 Penalty: 4507.453125
	Iteration 8Q: 3 clusters Score -991051.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -991182.437500 Penalty: 4507.453125
	Iteration 9Q: 3 clusters Score -991182.4 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -991322.750000 Penalty: 4507.453125
	Iteration 10Q: 3 clusters Score -991322.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -991454.687500 Penalty: 4507.453125
	Iteration 11Q: 3 clusters Score -991454.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -991613.000000 Penalty: 4507.453125
	Iteration 12Q: 3 clusters Score -991613 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -991769.500000 Penalty: 4507.453125
	Iteration 13Q: 3 clusters Score -991769.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -991925.437500 Penalty: 4507.453125
	Iteration 14Q: 3 clusters Score -991925.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -992091.250000 Penalty: 4507.453125
	Iteration 15Q: 3 clusters Score -992091.2 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -992274.812500 Penalty: 4507.453125
	Iteration 16Q: 3 clusters Score -992274.8 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -992440.187500 Penalty: 4507.453125
	Iteration 17Q: 3 clusters Score -992440.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -992568.125000 Penalty: 4507.453125
	Iteration 18Q: 3 clusters Score -992568.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -992668.250000 Penalty: 4507.453125
	Iteration 19Q: 3 clusters Score -992668.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -992728.875000 Penalty: 4507.453125
	Iteration 20F: 3 clusters Score -992728.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -992786.750000 Penalty: 4507.453125
	Iteration 21Q: 3 clusters Score -992786.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -992820.250000 Penalty: 4507.453125
	Iteration 22Q: 3 clusters Score -992820.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -992850.375000 Penalty: 4507.453125
	Iteration 23Q: 3 clusters Score -992850.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -992876.562500 Penalty: 4507.453125
	Iteration 24Q: 3 clusters Score -992876.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -992890.875000 Penalty: 4507.453125
	Iteration 25Q: 3 clusters Score -992890.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -992898.375000 Penalty: 4507.453125
	Iteration 26Q: 3 clusters Score -992898.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -992901.750000 Penalty: 4507.453125
	Iteration 27Q: 3 clusters Score -992901.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -992912.562500 Penalty: 4507.453125
	Iteration 28Q: 3 clusters Score -992912.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -992921.937500 Penalty: 4507.453125
	Iteration 29Q: 3 clusters Score -992921.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -992937.312500 Penalty: 4507.453125
	Iteration 30Q: 3 clusters Score -992937.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -992944.625000 Penalty: 4507.453125
	Iteration 31Q: 3 clusters Score -992944.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -992947.312500 Penalty: 4507.453125
	Iteration 32Q: 3 clusters Score -992947.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8528 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -992954.875000 Penalty: 4507.453125
	Iteration 33Q: 3 clusters Score -992954.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -992956.000000 Penalty: 4507.453125
	Iteration 34Q: 3 clusters Score -992956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -992956.000000 Penalty: 4507.453125
	Iteration 35F: 3 clusters Score -992956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (199153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199153 members 
Entering Unmasked Estep 
Score: -23532416.000000 Penalty: 3026.053467
	Iteration 0F: 2 clusters Score -2.353242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99743 members 
Mstep: Class 2 contains 99410 members 
Entering Unmasked Estep 
Score: -23402234.000000 Penalty: 6052.106934
	Iteration 0F: 3 clusters Score -2.340223e+07 nChanged 95537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103714 members 
Mstep: Class 2 contains 95439 members 
Entering Unmasked Estep 
Score: -23458228.000000 Penalty: 6052.106934
	Iteration 1F: 3 clusters Score -2.345823e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106215 members 
Mstep: Class 2 contains 92938 members 
Entering Unmasked Estep 
Score: -23459628.000000 Penalty: 6052.106934
	Iteration 2Q: 3 clusters Score -2.345963e+07 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110081 members 
Mstep: Class 2 contains 89072 members 
Entering Unmasked Estep 
Score: -23461542.000000 Penalty: 6052.106934
	Iteration 3Q: 3 clusters Score -2.346154e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115904 members 
Mstep: Class 2 contains 83249 members 
Entering Unmasked Estep 
Score: -23464436.000000 Penalty: 6052.106934
	Iteration 4Q: 3 clusters Score -2.346444e+07 nChanged 9798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124426 members 
Mstep: Class 2 contains 74727 members 
Entering Unmasked Estep 
Score: -23469120.000000 Penalty: 6052.106934
	Iteration 5Q: 3 clusters Score -2.346912e+07 nChanged 12468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136148 members 
Mstep: Class 2 contains 63005 members 
Entering Unmasked Estep 
Score: -23476802.000000 Penalty: 6052.106934
	Iteration 6F: 3 clusters Score -2.34768e+07 nChanged 15298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151060 members 
Mstep: Class 2 contains 48093 members 
Entering Unmasked Estep 
Score: -23489076.000000 Penalty: 6052.106934
	Iteration 7F: 3 clusters Score -2.348908e+07 nChanged 16084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166974 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -23503264.000000 Penalty: 6052.106934
	Iteration 8F: 3 clusters Score -2.350326e+07 nChanged 13167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180083 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -23515018.000000 Penalty: 6052.106934
	Iteration 9F: 3 clusters Score -2.351502e+07 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188786 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -23522266.000000 Penalty: 6052.106934
	Iteration 10Q: 3 clusters Score -2.352227e+07 nChanged 4950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193718 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -23526128.000000 Penalty: 6052.106934
	Iteration 11Q: 3 clusters Score -2.352613e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196288 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -23527992.000000 Penalty: 6052.106934
	Iteration 12Q: 3 clusters Score -2.352799e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197534 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -23528864.000000 Penalty: 6052.106934
	Iteration 13Q: 3 clusters Score -2.352886e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198089 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -23529290.000000 Penalty: 6052.106934
	Iteration 14Q: 3 clusters Score -2.352929e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198362 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -23529490.000000 Penalty: 6052.106934
	Iteration 15Q: 3 clusters Score -2.352949e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198499 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -23529638.000000 Penalty: 6052.106934
	Iteration 16Q: 3 clusters Score -2.352964e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198579 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -23529676.000000 Penalty: 6052.106934
	Iteration 17Q: 3 clusters Score -2.352968e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198616 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -23529718.000000 Penalty: 6052.106934
	Iteration 18Q: 3 clusters Score -2.352972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198631 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -23529726.000000 Penalty: 6052.106934
	Iteration 19Q: 3 clusters Score -2.352973e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198646 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -23529744.000000 Penalty: 6052.106934
	Iteration 20F: 3 clusters Score -2.352974e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198658 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -23529748.000000 Penalty: 6052.106934
	Iteration 21Q: 3 clusters Score -2.352975e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198668 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -23529782.000000 Penalty: 6052.106934
	Iteration 22Q: 3 clusters Score -2.352978e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198675 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -23529786.000000 Penalty: 6052.106934
	Iteration 23Q: 3 clusters Score -2.352979e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198681 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -23529794.000000 Penalty: 6052.106934
	Iteration 24Q: 3 clusters Score -2.352979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198692 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -23529834.000000 Penalty: 6052.106934
	Iteration 25Q: 3 clusters Score -2.352983e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198705 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -23529842.000000 Penalty: 6052.106934
	Iteration 26Q: 3 clusters Score -2.352984e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198714 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -23529850.000000 Penalty: 6052.106934
	Iteration 27Q: 3 clusters Score -2.352985e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198724 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23529878.000000 Penalty: 6052.106934
	Iteration 28Q: 3 clusters Score -2.352988e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198724 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -23529890.000000 Penalty: 6052.106934
	Iteration 29Q: 3 clusters Score -2.352989e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198729 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -23529888.000000 Penalty: 6052.106934
	Iteration 30Q: 3 clusters Score -2.352989e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198733 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -23529900.000000 Penalty: 6052.106934
	Iteration 31Q: 3 clusters Score -2.35299e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198736 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23529894.000000 Penalty: 6052.106934
	Iteration 32Q: 3 clusters Score -2.352989e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198736 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -23529892.000000 Penalty: 6052.106934
	Iteration 33Q: 3 clusters Score -2.352989e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198735 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23529888.000000 Penalty: 6052.106934
	Iteration 34Q: 3 clusters Score -2.352989e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198735 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -23529882.000000 Penalty: 6052.106934
	Iteration 35Q: 3 clusters Score -2.352988e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198738 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -23529896.000000 Penalty: 6052.106934
	Iteration 36Q: 3 clusters Score -2.35299e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198738 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -23529896.000000 Penalty: 6052.106934
	Iteration 37F: 3 clusters Score -2.35299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (59400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59400 members 
Entering Unmasked Estep 
Score: -7109202.500000 Penalty: 2726.028320
	Iteration 0F: 2 clusters Score -7109202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 29733 members 
Entering Unmasked Estep 
Score: -7069131.500000 Penalty: 5452.056641
	Iteration 0F: 3 clusters Score -7069132 nChanged 27522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -7084868.000000 Penalty: 5452.056641
	Iteration 1F: 3 clusters Score -7084868 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29181 members 
Mstep: Class 2 contains 30219 members 
Entering Unmasked Estep 
Score: -7085878.500000 Penalty: 5452.056641
	Iteration 2Q: 3 clusters Score -7085878 nChanged 2847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -7087242.000000 Penalty: 5452.056641
	Iteration 3Q: 3 clusters Score -7087242 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29295 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -7088892.500000 Penalty: 5452.056641
	Iteration 4F: 3 clusters Score -7088892 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29631 members 
Mstep: Class 2 contains 29769 members 
Entering Unmasked Estep 
Score: -7091159.500000 Penalty: 5452.056641
	Iteration 5F: 3 clusters Score -7091160 nChanged 4033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30328 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -7094102.500000 Penalty: 5452.056641
	Iteration 6F: 3 clusters Score -7094102 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -7097335.000000 Penalty: 5452.056641
	Iteration 7F: 3 clusters Score -7097335 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -7099660.000000 Penalty: 5452.056641
	Iteration 8F: 3 clusters Score -7099660 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -7100843.000000 Penalty: 5452.056641
	Iteration 9Q: 3 clusters Score -7100843 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33302 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -7101280.000000 Penalty: 5452.056641
	Iteration 10Q: 3 clusters Score -7101280 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33774 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -7101492.500000 Penalty: 5452.056641
	Iteration 11Q: 3 clusters Score -7101492 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34195 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -7101652.500000 Penalty: 5452.056641
	Iteration 12Q: 3 clusters Score -7101652 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -7101783.500000 Penalty: 5452.056641
	Iteration 13Q: 3 clusters Score -7101784 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34927 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -7101888.000000 Penalty: 5452.056641
	Iteration 14Q: 3 clusters Score -7101888 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35309 members 
Mstep: Class 2 contains 24091 members 
Entering Unmasked Estep 
Score: -7102023.000000 Penalty: 5452.056641
	Iteration 15Q: 3 clusters Score -7102023 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -7102072.500000 Penalty: 5452.056641
	Iteration 16Q: 3 clusters Score -7102072 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35999 members 
Mstep: Class 2 contains 23401 members 
Entering Unmasked Estep 
Score: -7102159.500000 Penalty: 5452.056641
	Iteration 17Q: 3 clusters Score -7102160 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36318 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -7102205.500000 Penalty: 5452.056641
	Iteration 18Q: 3 clusters Score -7102206 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36620 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -7102248.500000 Penalty: 5452.056641
	Iteration 19Q: 3 clusters Score -7102248 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36947 members 
Mstep: Class 2 contains 22453 members 
Entering Unmasked Estep 
Score: -7102274.500000 Penalty: 5452.056641
	Iteration 20F: 3 clusters Score -7102274 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37282 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -7102324.000000 Penalty: 5452.056641
	Iteration 21Q: 3 clusters Score -7102324 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37614 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -7102408.500000 Penalty: 5452.056641
	Iteration 22Q: 3 clusters Score -7102408 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -7102439.500000 Penalty: 5452.056641
	Iteration 23Q: 3 clusters Score -7102440 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -7102479.000000 Penalty: 5452.056641
	Iteration 24Q: 3 clusters Score -7102479 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38616 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -7102534.000000 Penalty: 5452.056641
	Iteration 25Q: 3 clusters Score -7102534 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 20430 members 
Entering Unmasked Estep 
Score: -7102581.500000 Penalty: 5452.056641
	Iteration 26Q: 3 clusters Score -7102582 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -7102668.500000 Penalty: 5452.056641
	Iteration 27Q: 3 clusters Score -7102668 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39741 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -7102741.000000 Penalty: 5452.056641
	Iteration 28Q: 3 clusters Score -7102741 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -7102829.500000 Penalty: 5452.056641
	Iteration 29Q: 3 clusters Score -7102830 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40602 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -7102884.500000 Penalty: 5452.056641
	Iteration 30Q: 3 clusters Score -7102884 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41029 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -7102953.000000 Penalty: 5452.056641
	Iteration 31Q: 3 clusters Score -7102953 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -7103024.000000 Penalty: 5452.056641
	Iteration 32Q: 3 clusters Score -7103024 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 17515 members 
Entering Unmasked Estep 
Score: -7103105.000000 Penalty: 5452.056641
	Iteration 33Q: 3 clusters Score -7103105 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -7103196.000000 Penalty: 5452.056641
	Iteration 34Q: 3 clusters Score -7103196 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 16593 members 
Entering Unmasked Estep 
Score: -7103309.500000 Penalty: 5452.056641
	Iteration 35Q: 3 clusters Score -7103310 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43320 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -7103432.500000 Penalty: 5452.056641
	Iteration 36Q: 3 clusters Score -7103432 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 15548 members 
Entering Unmasked Estep 
Score: -7103532.000000 Penalty: 5452.056641
	Iteration 37Q: 3 clusters Score -7103532 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44384 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -7103635.000000 Penalty: 5452.056641
	Iteration 38Q: 3 clusters Score -7103635 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44907 members 
Mstep: Class 2 contains 14493 members 
Entering Unmasked Estep 
Score: -7103749.500000 Penalty: 5452.056641
	Iteration 39Q: 3 clusters Score -7103750 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45434 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -7103891.500000 Penalty: 5452.056641
	Iteration 40F: 3 clusters Score -7103892 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45969 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -7104049.500000 Penalty: 5452.056641
	Iteration 41Q: 3 clusters Score -7104050 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46498 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -7104150.000000 Penalty: 5452.056641
	Iteration 42Q: 3 clusters Score -7104150 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47024 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -7104261.000000 Penalty: 5452.056641
	Iteration 43Q: 3 clusters Score -7104261 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47542 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -7104389.500000 Penalty: 5452.056641
	Iteration 44Q: 3 clusters Score -7104390 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48056 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -7104539.500000 Penalty: 5452.056641
	Iteration 45Q: 3 clusters Score -7104540 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48598 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -7104696.500000 Penalty: 5452.056641
	Iteration 46Q: 3 clusters Score -7104696 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49096 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -7104830.500000 Penalty: 5452.056641
	Iteration 47Q: 3 clusters Score -7104830 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49613 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -7104959.500000 Penalty: 5452.056641
	Iteration 48Q: 3 clusters Score -7104960 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -7105085.000000 Penalty: 5452.056641
	Iteration 49Q: 3 clusters Score -7105085 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50637 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -7105225.000000 Penalty: 5452.056641
	Iteration 50Q: 3 clusters Score -7105225 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51161 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -7105356.500000 Penalty: 5452.056641
	Iteration 51Q: 3 clusters Score -7105356 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -7105587.000000 Penalty: 5452.056641
	Iteration 52Q: 3 clusters Score -7105587 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52172 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -7105737.000000 Penalty: 5452.056641
	Iteration 53Q: 3 clusters Score -7105737 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52633 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -7105873.500000 Penalty: 5452.056641
	Iteration 54Q: 3 clusters Score -7105874 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -7105985.000000 Penalty: 5452.056641
	Iteration 55Q: 3 clusters Score -7105985 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53405 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -7106092.500000 Penalty: 5452.056641
	Iteration 56Q: 3 clusters Score -7106092 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -7106154.000000 Penalty: 5452.056641
	Iteration 57Q: 3 clusters Score -7106154 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53995 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -7106222.500000 Penalty: 5452.056641
	Iteration 58Q: 3 clusters Score -7106222 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -7106280.500000 Penalty: 5452.056641
	Iteration 59Q: 3 clusters Score -7106280 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54472 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7106352.500000 Penalty: 5452.056641
	Iteration 60F: 3 clusters Score -7106352 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54699 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -7106416.000000 Penalty: 5452.056641
	Iteration 61Q: 3 clusters Score -7106416 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54922 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -7106479.500000 Penalty: 5452.056641
	Iteration 62Q: 3 clusters Score -7106480 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55130 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -7106527.500000 Penalty: 5452.056641
	Iteration 63Q: 3 clusters Score -7106528 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55322 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -7106585.000000 Penalty: 5452.056641
	Iteration 64Q: 3 clusters Score -7106585 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55497 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -7106646.000000 Penalty: 5452.056641
	Iteration 65Q: 3 clusters Score -7106646 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -7106724.000000 Penalty: 5452.056641
	Iteration 66Q: 3 clusters Score -7106724 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55839 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -7106762.000000 Penalty: 5452.056641
	Iteration 67Q: 3 clusters Score -7106762 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -7106805.500000 Penalty: 5452.056641
	Iteration 68Q: 3 clusters Score -7106806 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56175 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -7106857.000000 Penalty: 5452.056641
	Iteration 69Q: 3 clusters Score -7106857 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56336 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -7106897.000000 Penalty: 5452.056641
	Iteration 70Q: 3 clusters Score -7106897 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56474 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -7106942.500000 Penalty: 5452.056641
	Iteration 71Q: 3 clusters Score -7106942 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56584 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -7106971.500000 Penalty: 5452.056641
	Iteration 72Q: 3 clusters Score -7106972 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56686 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -7107000.500000 Penalty: 5452.056641
	Iteration 73Q: 3 clusters Score -7107000 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56782 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -7107036.000000 Penalty: 5452.056641
	Iteration 74Q: 3 clusters Score -7107036 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56872 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -7107061.500000 Penalty: 5452.056641
	Iteration 75Q: 3 clusters Score -7107062 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56947 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -7107088.500000 Penalty: 5452.056641
	Iteration 76Q: 3 clusters Score -7107088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57017 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -7107093.000000 Penalty: 5452.056641
	Iteration 77Q: 3 clusters Score -7107093 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57087 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -7107094.000000 Penalty: 5452.056641
	Iteration 78Q: 3 clusters Score -7107094 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -7107108.500000 Penalty: 5452.056641
	Iteration 79Q: 3 clusters Score -7107108 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57214 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -7107122.000000 Penalty: 5452.056641
	Iteration 80F: 3 clusters Score -7107122 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57263 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7107151.500000 Penalty: 5452.056641
	Iteration 81Q: 3 clusters Score -7107152 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57311 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -7107154.000000 Penalty: 5452.056641
	Iteration 82Q: 3 clusters Score -7107154 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57351 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -7107161.000000 Penalty: 5452.056641
	Iteration 83Q: 3 clusters Score -7107161 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57385 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -7107177.500000 Penalty: 5452.056641
	Iteration 84Q: 3 clusters Score -7107178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57415 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7107194.000000 Penalty: 5452.056641
	Iteration 85Q: 3 clusters Score -7107194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57435 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -7107195.500000 Penalty: 5452.056641
	Iteration 86Q: 3 clusters Score -7107196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -7107198.000000 Penalty: 5452.056641
	Iteration 87Q: 3 clusters Score -7107198 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57460 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7107195.000000 Penalty: 5452.056641
	Iteration 88Q: 3 clusters Score -7107195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57472 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7107205.000000 Penalty: 5452.056641
	Iteration 89Q: 3 clusters Score -7107205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57481 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -7107208.000000 Penalty: 5452.056641
	Iteration 90Q: 3 clusters Score -7107208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7107209.000000 Penalty: 5452.056641
	Iteration 91Q: 3 clusters Score -7107209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7107210.500000 Penalty: 5452.056641
	Iteration 92Q: 3 clusters Score -7107210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57489 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7107210.000000 Penalty: 5452.056641
	Iteration 93Q: 3 clusters Score -7107210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57490 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7107216.500000 Penalty: 5452.056641
	Iteration 94Q: 3 clusters Score -7107216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7107214.000000 Penalty: 5452.056641
	Iteration 95Q: 3 clusters Score -7107214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57500 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7107224.500000 Penalty: 5452.056641
	Iteration 96Q: 3 clusters Score -7107224 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -7107221.000000 Penalty: 5452.056641
	Iteration 97Q: 3 clusters Score -7107221 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57514 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -7107228.000000 Penalty: 5452.056641
	Iteration 98Q: 3 clusters Score -7107228 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7107226.000000 Penalty: 5452.056641
	Iteration 99Q: 3 clusters Score -7107226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57527 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -7107225.000000 Penalty: 5452.056641
	Iteration 100F: 3 clusters Score -7107225 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57533 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7107226.000000 Penalty: 5452.056641
	Iteration 101Q: 3 clusters Score -7107226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7107234.500000 Penalty: 5452.056641
	Iteration 102Q: 3 clusters Score -7107234 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57548 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -7107233.000000 Penalty: 5452.056641
	Iteration 103Q: 3 clusters Score -7107233 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57553 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -7107244.000000 Penalty: 5452.056641
	Iteration 104Q: 3 clusters Score -7107244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57561 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -7107237.000000 Penalty: 5452.056641
	Iteration 105Q: 3 clusters Score -7107237 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57575 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -7107237.000000 Penalty: 5452.056641
	Iteration 106Q: 3 clusters Score -7107237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57587 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7107241.500000 Penalty: 5452.056641
	Iteration 107Q: 3 clusters Score -7107242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57596 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -7107244.000000 Penalty: 5452.056641
	Iteration 108Q: 3 clusters Score -7107244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57603 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -7107249.000000 Penalty: 5452.056641
	Iteration 109Q: 3 clusters Score -7107249 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57618 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -7107242.500000 Penalty: 5452.056641
	Iteration 110Q: 3 clusters Score -7107242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57622 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -7107246.000000 Penalty: 5452.056641
	Iteration 111Q: 3 clusters Score -7107246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -7107244.500000 Penalty: 5452.056641
	Iteration 112Q: 3 clusters Score -7107244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57627 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7107241.000000 Penalty: 5452.056641
	Iteration 113Q: 3 clusters Score -7107241 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7107246.500000 Penalty: 5452.056641
	Iteration 114Q: 3 clusters Score -7107246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57629 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -7107246.500000 Penalty: 5452.056641
	Iteration 115F: 3 clusters Score -7107246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Entering Unmasked Estep 
Score: -1363842.000000 Penalty: 2334.716309
	Iteration 0F: 2 clusters Score -1363842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1354750.500000 Penalty: 4669.432617
	Iteration 0F: 3 clusters Score -1354750 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1357558.125000 Penalty: 4669.432617
	Iteration 1F: 3 clusters Score -1357558 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1358026.125000 Penalty: 4669.432617
	Iteration 2F: 3 clusters Score -1358026 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1358504.875000 Penalty: 4669.432617
	Iteration 3F: 3 clusters Score -1358505 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1359056.875000 Penalty: 4669.432617
	Iteration 4F: 3 clusters Score -1359057 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1359595.125000 Penalty: 4669.432617
	Iteration 5F: 3 clusters Score -1359595 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1360090.500000 Penalty: 4669.432617
	Iteration 6F: 3 clusters Score -1360090 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -1360438.125000 Penalty: 4669.432617
	Iteration 7Q: 3 clusters Score -1360438 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -1360686.750000 Penalty: 4669.432617
	Iteration 8Q: 3 clusters Score -1360687 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -1360847.375000 Penalty: 4669.432617
	Iteration 9Q: 3 clusters Score -1360847 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1360965.125000 Penalty: 4669.432617
	Iteration 10Q: 3 clusters Score -1360965 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1361093.125000 Penalty: 4669.432617
	Iteration 11Q: 3 clusters Score -1361093 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1361212.750000 Penalty: 4669.432617
	Iteration 12Q: 3 clusters Score -1361213 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1361320.500000 Penalty: 4669.432617
	Iteration 13Q: 3 clusters Score -1361320 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1361384.500000 Penalty: 4669.432617
	Iteration 14Q: 3 clusters Score -1361384 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1361426.875000 Penalty: 4669.432617
	Iteration 15Q: 3 clusters Score -1361427 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1361448.375000 Penalty: 4669.432617
	Iteration 16Q: 3 clusters Score -1361448 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1361468.875000 Penalty: 4669.432617
	Iteration 17Q: 3 clusters Score -1361469 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1361485.875000 Penalty: 4669.432617
	Iteration 18Q: 3 clusters Score -1361486 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1361500.500000 Penalty: 4669.432617
	Iteration 19Q: 3 clusters Score -1361500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1361516.125000 Penalty: 4669.432617
	Iteration 20F: 3 clusters Score -1361516 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1361519.375000 Penalty: 4669.432617
	Iteration 21Q: 3 clusters Score -1361519 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1361535.750000 Penalty: 4669.432617
	Iteration 22Q: 3 clusters Score -1361536 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7845 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1361545.000000 Penalty: 4669.432617
	Iteration 23Q: 3 clusters Score -1361545 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1361559.125000 Penalty: 4669.432617
	Iteration 24Q: 3 clusters Score -1361559 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -1361567.375000 Penalty: 4669.432617
	Iteration 25Q: 3 clusters Score -1361567 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1361577.375000 Penalty: 4669.432617
	Iteration 26Q: 3 clusters Score -1361577 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1361586.500000 Penalty: 4669.432617
	Iteration 27Q: 3 clusters Score -1361586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1361596.000000 Penalty: 4669.432617
	Iteration 28Q: 3 clusters Score -1361596 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1361611.625000 Penalty: 4669.432617
	Iteration 29Q: 3 clusters Score -1361612 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1361631.500000 Penalty: 4669.432617
	Iteration 30Q: 3 clusters Score -1361632 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1361643.250000 Penalty: 4669.432617
	Iteration 31Q: 3 clusters Score -1361643 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -1361669.250000 Penalty: 4669.432617
	Iteration 32Q: 3 clusters Score -1361669 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1361705.125000 Penalty: 4669.432617
	Iteration 33Q: 3 clusters Score -1361705 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1361752.000000 Penalty: 4669.432617
	Iteration 34Q: 3 clusters Score -1361752 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1361808.875000 Penalty: 4669.432617
	Iteration 35Q: 3 clusters Score -1361809 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1361858.125000 Penalty: 4669.432617
	Iteration 36Q: 3 clusters Score -1361858 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1361901.375000 Penalty: 4669.432617
	Iteration 37Q: 3 clusters Score -1361901 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1361951.375000 Penalty: 4669.432617
	Iteration 38Q: 3 clusters Score -1361951 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1361985.875000 Penalty: 4669.432617
	Iteration 39Q: 3 clusters Score -1361986 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -1362035.625000 Penalty: 4669.432617
	Iteration 40F: 3 clusters Score -1362036 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9243 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -1362068.125000 Penalty: 4669.432617
	Iteration 41Q: 3 clusters Score -1362068 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1362106.375000 Penalty: 4669.432617
	Iteration 42Q: 3 clusters Score -1362106 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -1362138.250000 Penalty: 4669.432617
	Iteration 43Q: 3 clusters Score -1362138 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -1362178.000000 Penalty: 4669.432617
	Iteration 44Q: 3 clusters Score -1362178 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1362213.375000 Penalty: 4669.432617
	Iteration 45Q: 3 clusters Score -1362213 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -1362255.125000 Penalty: 4669.432617
	Iteration 46Q: 3 clusters Score -1362255 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -1362272.000000 Penalty: 4669.432617
	Iteration 47Q: 3 clusters Score -1362272 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -1362282.250000 Penalty: 4669.432617
	Iteration 48Q: 3 clusters Score -1362282 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1362296.375000 Penalty: 4669.432617
	Iteration 49Q: 3 clusters Score -1362296 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9870 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1362315.750000 Penalty: 4669.432617
	Iteration 50Q: 3 clusters Score -1362316 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1362331.750000 Penalty: 4669.432617
	Iteration 51Q: 3 clusters Score -1362332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1362346.750000 Penalty: 4669.432617
	Iteration 52Q: 3 clusters Score -1362347 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -1362365.000000 Penalty: 4669.432617
	Iteration 53Q: 3 clusters Score -1362365 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1362384.750000 Penalty: 4669.432617
	Iteration 54Q: 3 clusters Score -1362385 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -1362398.500000 Penalty: 4669.432617
	Iteration 55Q: 3 clusters Score -1362398 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1362409.875000 Penalty: 4669.432617
	Iteration 56Q: 3 clusters Score -1362410 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1362427.375000 Penalty: 4669.432617
	Iteration 57Q: 3 clusters Score -1362427 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1362438.750000 Penalty: 4669.432617
	Iteration 58Q: 3 clusters Score -1362439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1362447.250000 Penalty: 4669.432617
	Iteration 59Q: 3 clusters Score -1362447 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1362454.375000 Penalty: 4669.432617
	Iteration 60F: 3 clusters Score -1362454 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1362465.250000 Penalty: 4669.432617
	Iteration 61Q: 3 clusters Score -1362465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1362475.625000 Penalty: 4669.432617
	Iteration 62Q: 3 clusters Score -1362476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1362484.875000 Penalty: 4669.432617
	Iteration 63Q: 3 clusters Score -1362485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1362508.500000 Penalty: 4669.432617
	Iteration 64Q: 3 clusters Score -1362508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -1362532.000000 Penalty: 4669.432617
	Iteration 65Q: 3 clusters Score -1362532 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1362546.000000 Penalty: 4669.432617
	Iteration 66Q: 3 clusters Score -1362546 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -1362565.000000 Penalty: 4669.432617
	Iteration 67Q: 3 clusters Score -1362565 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1362573.250000 Penalty: 4669.432617
	Iteration 68Q: 3 clusters Score -1362573 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1362592.000000 Penalty: 4669.432617
	Iteration 69Q: 3 clusters Score -1362592 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1362607.375000 Penalty: 4669.432617
	Iteration 70Q: 3 clusters Score -1362607 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1362625.125000 Penalty: 4669.432617
	Iteration 71Q: 3 clusters Score -1362625 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1362637.500000 Penalty: 4669.432617
	Iteration 72Q: 3 clusters Score -1362638 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1362661.625000 Penalty: 4669.432617
	Iteration 73Q: 3 clusters Score -1362662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10760 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1362671.625000 Penalty: 4669.432617
	Iteration 74Q: 3 clusters Score -1362672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1362690.750000 Penalty: 4669.432617
	Iteration 75Q: 3 clusters Score -1362691 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1362697.125000 Penalty: 4669.432617
	Iteration 76Q: 3 clusters Score -1362697 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1362704.500000 Penalty: 4669.432617
	Iteration 77Q: 3 clusters Score -1362704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1362711.500000 Penalty: 4669.432617
	Iteration 78Q: 3 clusters Score -1362712 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1362720.125000 Penalty: 4669.432617
	Iteration 79Q: 3 clusters Score -1362720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1362729.625000 Penalty: 4669.432617
	Iteration 80F: 3 clusters Score -1362730 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1362734.750000 Penalty: 4669.432617
	Iteration 81Q: 3 clusters Score -1362735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1362742.625000 Penalty: 4669.432617
	Iteration 82Q: 3 clusters Score -1362743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1362744.375000 Penalty: 4669.432617
	Iteration 83Q: 3 clusters Score -1362744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1362748.000000 Penalty: 4669.432617
	Iteration 84Q: 3 clusters Score -1362748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1362747.500000 Penalty: 4669.432617
	Iteration 85Q: 3 clusters Score -1362748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1362749.125000 Penalty: 4669.432617
	Iteration 86Q: 3 clusters Score -1362749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1362751.750000 Penalty: 4669.432617
	Iteration 87Q: 3 clusters Score -1362752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1362751.750000 Penalty: 4669.432617
	Iteration 88Q: 3 clusters Score -1362752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1362753.625000 Penalty: 4669.432617
	Iteration 89Q: 3 clusters Score -1362754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1362755.500000 Penalty: 4669.432617
	Iteration 90Q: 3 clusters Score -1362756 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1362755.500000 Penalty: 4669.432617
	Iteration 91F: 3 clusters Score -1362756 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -48062.855469 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -48062.86 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 237 members 
Entering Unmasked Estep 
Score: -46606.761719 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -46606.76 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46780.511719 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -46780.51 nChanged 17
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: -46826.210938 Penalty: 3055.958740
	Iteration 2Q: 3 clusters Score -46826.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46837.476562 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -46837.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46843.031250 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -46843.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46851.648438 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -46851.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46853.257812 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -46853.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46854.234375 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -46854.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46854.234375 Penalty: 3055.958740
	Iteration 8F: 3 clusters Score -46854.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (190175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190175 members 
Entering Unmasked Estep 
Score: -22494258.000000 Penalty: 3014.613525
	Iteration 0F: 2 clusters Score -2.249426e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94971 members 
Mstep: Class 2 contains 95204 members 
Entering Unmasked Estep 
Score: -22370230.000000 Penalty: 6029.227051
	Iteration 0F: 3 clusters Score -2.237023e+07 nChanged 91451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92856 members 
Mstep: Class 2 contains 97319 members 
Entering Unmasked Estep 
Score: -22423524.000000 Penalty: 6029.227051
	Iteration 1F: 3 clusters Score -2.242352e+07 nChanged 5243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91565 members 
Mstep: Class 2 contains 98610 members 
Entering Unmasked Estep 
Score: -22424616.000000 Penalty: 6029.227051
	Iteration 2Q: 3 clusters Score -2.242462e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89490 members 
Mstep: Class 2 contains 100685 members 
Entering Unmasked Estep 
Score: -22425916.000000 Penalty: 6029.227051
	Iteration 3Q: 3 clusters Score -2.242592e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86356 members 
Mstep: Class 2 contains 103819 members 
Entering Unmasked Estep 
Score: -22427498.000000 Penalty: 6029.227051
	Iteration 4Q: 3 clusters Score -2.24275e+07 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81647 members 
Mstep: Class 2 contains 108528 members 
Entering Unmasked Estep 
Score: -22429934.000000 Penalty: 6029.227051
	Iteration 5Q: 3 clusters Score -2.242993e+07 nChanged 9062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74593 members 
Mstep: Class 2 contains 115582 members 
Entering Unmasked Estep 
Score: -22433984.000000 Penalty: 6029.227051
	Iteration 6Q: 3 clusters Score -2.243398e+07 nChanged 11733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64704 members 
Mstep: Class 2 contains 125471 members 
Entering Unmasked Estep 
Score: -22441856.000000 Penalty: 6029.227051
	Iteration 7F: 3 clusters Score -2.244186e+07 nChanged 14069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52281 members 
Mstep: Class 2 contains 137894 members 
Entering Unmasked Estep 
Score: -22453034.000000 Penalty: 6029.227051
	Iteration 8F: 3 clusters Score -2.245303e+07 nChanged 14255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39634 members 
Mstep: Class 2 contains 150541 members 
Entering Unmasked Estep 
Score: -22465842.000000 Penalty: 6029.227051
	Iteration 9F: 3 clusters Score -2.246584e+07 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 160203 members 
Entering Unmasked Estep 
Score: -22476046.000000 Penalty: 6029.227051
	Iteration 10F: 3 clusters Score -2.247605e+07 nChanged 7744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 166547 members 
Entering Unmasked Estep 
Score: -22482088.000000 Penalty: 6029.227051
	Iteration 11Q: 3 clusters Score -2.248209e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 170619 members 
Entering Unmasked Estep 
Score: -22485212.000000 Penalty: 6029.227051
	Iteration 12Q: 3 clusters Score -2.248521e+07 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 173653 members 
Entering Unmasked Estep 
Score: -22487062.000000 Penalty: 6029.227051
	Iteration 13Q: 3 clusters Score -2.248706e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 176123 members 
Entering Unmasked Estep 
Score: -22488268.000000 Penalty: 6029.227051
	Iteration 14Q: 3 clusters Score -2.248827e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11980 members 
Mstep: Class 2 contains 178195 members 
Entering Unmasked Estep 
Score: -22489022.000000 Penalty: 6029.227051
	Iteration 15Q: 3 clusters Score -2.248902e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 179870 members 
Entering Unmasked Estep 
Score: -22489608.000000 Penalty: 6029.227051
	Iteration 16Q: 3 clusters Score -2.248961e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 181259 members 
Entering Unmasked Estep 
Score: -22490080.000000 Penalty: 6029.227051
	Iteration 17Q: 3 clusters Score -2.249008e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 182459 members 
Entering Unmasked Estep 
Score: -22490474.000000 Penalty: 6029.227051
	Iteration 18Q: 3 clusters Score -2.249047e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 183465 members 
Entering Unmasked Estep 
Score: -22490784.000000 Penalty: 6029.227051
	Iteration 19Q: 3 clusters Score -2.249078e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 184326 members 
Entering Unmasked Estep 
Score: -22491028.000000 Penalty: 6029.227051
	Iteration 20F: 3 clusters Score -2.249103e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 185051 members 
Entering Unmasked Estep 
Score: -22491274.000000 Penalty: 6029.227051
	Iteration 21Q: 3 clusters Score -2.249127e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 185606 members 
Entering Unmasked Estep 
Score: -22491468.000000 Penalty: 6029.227051
	Iteration 22Q: 3 clusters Score -2.249147e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 186073 members 
Entering Unmasked Estep 
Score: -22491558.000000 Penalty: 6029.227051
	Iteration 23Q: 3 clusters Score -2.249156e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 186446 members 
Entering Unmasked Estep 
Score: -22491650.000000 Penalty: 6029.227051
	Iteration 24Q: 3 clusters Score -2.249165e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 186746 members 
Entering Unmasked Estep 
Score: -22491646.000000 Penalty: 6029.227051
	Iteration 25Q: 3 clusters Score -2.249165e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 186995 members 
Entering Unmasked Estep 
Score: -22491718.000000 Penalty: 6029.227051
	Iteration 26Q: 3 clusters Score -2.249172e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 187239 members 
Entering Unmasked Estep 
Score: -22491818.000000 Penalty: 6029.227051
	Iteration 27Q: 3 clusters Score -2.249182e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 187445 members 
Entering Unmasked Estep 
Score: -22491866.000000 Penalty: 6029.227051
	Iteration 28Q: 3 clusters Score -2.249187e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 187624 members 
Entering Unmasked Estep 
Score: -22491898.000000 Penalty: 6029.227051
	Iteration 29Q: 3 clusters Score -2.24919e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 187766 members 
Entering Unmasked Estep 
Score: -22491876.000000 Penalty: 6029.227051
	Iteration 30Q: 3 clusters Score -2.249188e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 187892 members 
Entering Unmasked Estep 
Score: -22491932.000000 Penalty: 6029.227051
	Iteration 31Q: 3 clusters Score -2.249193e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 187990 members 
Entering Unmasked Estep 
Score: -22491910.000000 Penalty: 6029.227051
	Iteration 32Q: 3 clusters Score -2.249191e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 188059 members 
Entering Unmasked Estep 
Score: -22491906.000000 Penalty: 6029.227051
	Iteration 33Q: 3 clusters Score -2.249191e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 188141 members 
Entering Unmasked Estep 
Score: -22491942.000000 Penalty: 6029.227051
	Iteration 34Q: 3 clusters Score -2.249194e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 188210 members 
Entering Unmasked Estep 
Score: -22492006.000000 Penalty: 6029.227051
	Iteration 35Q: 3 clusters Score -2.249201e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 188261 members 
Entering Unmasked Estep 
Score: -22491988.000000 Penalty: 6029.227051
	Iteration 36Q: 3 clusters Score -2.249199e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 188305 members 
Entering Unmasked Estep 
Score: -22491994.000000 Penalty: 6029.227051
	Iteration 37Q: 3 clusters Score -2.249199e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 188342 members 
Entering Unmasked Estep 
Score: -22491990.000000 Penalty: 6029.227051
	Iteration 38Q: 3 clusters Score -2.249199e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 188375 members 
Entering Unmasked Estep 
Score: -22491984.000000 Penalty: 6029.227051
	Iteration 39Q: 3 clusters Score -2.249198e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 188419 members 
Entering Unmasked Estep 
Score: -22491964.000000 Penalty: 6029.227051
	Iteration 40F: 3 clusters Score -2.249196e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 188444 members 
Entering Unmasked Estep 
Score: -22491972.000000 Penalty: 6029.227051
	Iteration 41Q: 3 clusters Score -2.249197e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 188467 members 
Entering Unmasked Estep 
Score: -22491988.000000 Penalty: 6029.227051
	Iteration 42Q: 3 clusters Score -2.249199e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 188495 members 
Entering Unmasked Estep 
Score: -22491990.000000 Penalty: 6029.227051
	Iteration 43Q: 3 clusters Score -2.249199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 188514 members 
Entering Unmasked Estep 
Score: -22491984.000000 Penalty: 6029.227051
	Iteration 44Q: 3 clusters Score -2.249198e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 188538 members 
Entering Unmasked Estep 
Score: -22491986.000000 Penalty: 6029.227051
	Iteration 45Q: 3 clusters Score -2.249199e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 188570 members 
Entering Unmasked Estep 
Score: -22491962.000000 Penalty: 6029.227051
	Iteration 46Q: 3 clusters Score -2.249196e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 188596 members 
Entering Unmasked Estep 
Score: -22491956.000000 Penalty: 6029.227051
	Iteration 47Q: 3 clusters Score -2.249196e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 188621 members 
Entering Unmasked Estep 
Score: -22491994.000000 Penalty: 6029.227051
	Iteration 48Q: 3 clusters Score -2.249199e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 188645 members 
Entering Unmasked Estep 
Score: -22492004.000000 Penalty: 6029.227051
	Iteration 49Q: 3 clusters Score -2.2492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 188666 members 
Entering Unmasked Estep 
Score: -22492002.000000 Penalty: 6029.227051
	Iteration 50Q: 3 clusters Score -2.2492e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 188688 members 
Entering Unmasked Estep 
Score: -22492010.000000 Penalty: 6029.227051
	Iteration 51Q: 3 clusters Score -2.249201e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 188710 members 
Entering Unmasked Estep 
Score: -22492004.000000 Penalty: 6029.227051
	Iteration 52Q: 3 clusters Score -2.2492e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 188725 members 
Entering Unmasked Estep 
Score: -22492008.000000 Penalty: 6029.227051
	Iteration 53Q: 3 clusters Score -2.249201e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 188740 members 
Entering Unmasked Estep 
Score: -22492016.000000 Penalty: 6029.227051
	Iteration 54Q: 3 clusters Score -2.249202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 188751 members 
Entering Unmasked Estep 
Score: -22491996.000000 Penalty: 6029.227051
	Iteration 55Q: 3 clusters Score -2.2492e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 188760 members 
Entering Unmasked Estep 
Score: -22492002.000000 Penalty: 6029.227051
	Iteration 56Q: 3 clusters Score -2.2492e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 188762 members 
Entering Unmasked Estep 
Score: -22492050.000000 Penalty: 6029.227051
	Iteration 57Q: 3 clusters Score -2.249205e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 188765 members 
Entering Unmasked Estep 
Score: -22492056.000000 Penalty: 6029.227051
	Iteration 58Q: 3 clusters Score -2.249206e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 188777 members 
Entering Unmasked Estep 
Score: -22492066.000000 Penalty: 6029.227051
	Iteration 59Q: 3 clusters Score -2.249207e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 188786 members 
Entering Unmasked Estep 
Score: -22492064.000000 Penalty: 6029.227051
	Iteration 60F: 3 clusters Score -2.249206e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 188801 members 
Entering Unmasked Estep 
Score: -22492066.000000 Penalty: 6029.227051
	Iteration 61Q: 3 clusters Score -2.249207e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 188822 members 
Entering Unmasked Estep 
Score: -22492062.000000 Penalty: 6029.227051
	Iteration 62Q: 3 clusters Score -2.249206e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 188839 members 
Entering Unmasked Estep 
Score: -22492048.000000 Penalty: 6029.227051
	Iteration 63Q: 3 clusters Score -2.249205e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 188849 members 
Entering Unmasked Estep 
Score: -22492088.000000 Penalty: 6029.227051
	Iteration 64Q: 3 clusters Score -2.249209e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 188857 members 
Entering Unmasked Estep 
Score: -22492072.000000 Penalty: 6029.227051
	Iteration 65Q: 3 clusters Score -2.249207e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 188865 members 
Entering Unmasked Estep 
Score: -22492072.000000 Penalty: 6029.227051
	Iteration 66Q: 3 clusters Score -2.249207e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 188867 members 
Entering Unmasked Estep 
Score: -22492072.000000 Penalty: 6029.227051
	Iteration 67Q: 3 clusters Score -2.249207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 188868 members 
Entering Unmasked Estep 
Score: -22492090.000000 Penalty: 6029.227051
	Iteration 68Q: 3 clusters Score -2.249209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 188867 members 
Entering Unmasked Estep 
Score: -22492084.000000 Penalty: 6029.227051
	Iteration 69Q: 3 clusters Score -2.249208e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 188867 members 
Entering Unmasked Estep 
Score: -22492092.000000 Penalty: 6029.227051
	Iteration 70Q: 3 clusters Score -2.249209e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 188868 members 
Entering Unmasked Estep 
Score: -22492108.000000 Penalty: 6029.227051
	Iteration 71Q: 3 clusters Score -2.249211e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 188871 members 
Entering Unmasked Estep 
Score: -22492100.000000 Penalty: 6029.227051
	Iteration 72Q: 3 clusters Score -2.24921e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 188873 members 
Entering Unmasked Estep 
Score: -22492110.000000 Penalty: 6029.227051
	Iteration 73Q: 3 clusters Score -2.249211e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 188875 members 
Entering Unmasked Estep 
Score: -22492096.000000 Penalty: 6029.227051
	Iteration 74Q: 3 clusters Score -2.24921e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 188883 members 
Entering Unmasked Estep 
Score: -22492098.000000 Penalty: 6029.227051
	Iteration 75Q: 3 clusters Score -2.24921e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 188886 members 
Entering Unmasked Estep 
Score: -22492106.000000 Penalty: 6029.227051
	Iteration 76Q: 3 clusters Score -2.249211e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 188889 members 
Entering Unmasked Estep 
Score: -22492118.000000 Penalty: 6029.227051
	Iteration 77Q: 3 clusters Score -2.249212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 188889 members 
Entering Unmasked Estep 
Score: -22492122.000000 Penalty: 6029.227051
	Iteration 78Q: 3 clusters Score -2.249212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 188890 members 
Entering Unmasked Estep 
Score: -22492114.000000 Penalty: 6029.227051
	Iteration 79Q: 3 clusters Score -2.249211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 188891 members 
Entering Unmasked Estep 
Score: -22492126.000000 Penalty: 6029.227051
	Iteration 80F: 3 clusters Score -2.249213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Entering Unmasked Estep 
Score: -2396217.750000 Penalty: 2498.328369
	Iteration 0F: 2 clusters Score -2396218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 11790 members 
Entering Unmasked Estep 
Score: -2379796.000000 Penalty: 4996.656738
	Iteration 0F: 3 clusters Score -2379796 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -2385570.750000 Penalty: 4996.656738
	Iteration 1F: 3 clusters Score -2385571 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12523 members 
Mstep: Class 2 contains 11193 members 
Entering Unmasked Estep 
Score: -2386139.000000 Penalty: 4996.656738
	Iteration 2F: 3 clusters Score -2386139 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -2386723.250000 Penalty: 4996.656738
	Iteration 3F: 3 clusters Score -2386723 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2387285.750000 Penalty: 4996.656738
	Iteration 4F: 3 clusters Score -2387286 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14011 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2387835.000000 Penalty: 4996.656738
	Iteration 5Q: 3 clusters Score -2387835 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -2388416.000000 Penalty: 4996.656738
	Iteration 6Q: 3 clusters Score -2388416 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2389037.500000 Penalty: 4996.656738
	Iteration 7Q: 3 clusters Score -2389038 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2389689.250000 Penalty: 4996.656738
	Iteration 8Q: 3 clusters Score -2389689 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -2390388.500000 Penalty: 4996.656738
	Iteration 9Q: 3 clusters Score -2390388 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18328 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2391103.000000 Penalty: 4996.656738
	Iteration 10Q: 3 clusters Score -2391103 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2391729.500000 Penalty: 4996.656738
	Iteration 11Q: 3 clusters Score -2391730 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -2392263.250000 Penalty: 4996.656738
	Iteration 12Q: 3 clusters Score -2392263 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20557 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -2392743.250000 Penalty: 4996.656738
	Iteration 13Q: 3 clusters Score -2392743 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2393126.500000 Penalty: 4996.656738
	Iteration 14Q: 3 clusters Score -2393126 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2393386.750000 Penalty: 4996.656738
	Iteration 15Q: 3 clusters Score -2393387 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2393590.500000 Penalty: 4996.656738
	Iteration 16Q: 3 clusters Score -2393590 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2393732.750000 Penalty: 4996.656738
	Iteration 17Q: 3 clusters Score -2393733 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2393849.000000 Penalty: 4996.656738
	Iteration 18Q: 3 clusters Score -2393849 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -2393962.250000 Penalty: 4996.656738
	Iteration 19Q: 3 clusters Score -2393962 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2394066.250000 Penalty: 4996.656738
	Iteration 20F: 3 clusters Score -2394066 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2394149.500000 Penalty: 4996.656738
	Iteration 21Q: 3 clusters Score -2394150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22628 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2394234.250000 Penalty: 4996.656738
	Iteration 22Q: 3 clusters Score -2394234 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2394285.250000 Penalty: 4996.656738
	Iteration 23Q: 3 clusters Score -2394285 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2394340.250000 Penalty: 4996.656738
	Iteration 24Q: 3 clusters Score -2394340 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2394371.250000 Penalty: 4996.656738
	Iteration 25Q: 3 clusters Score -2394371 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22793 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -2394411.750000 Penalty: 4996.656738
	Iteration 26Q: 3 clusters Score -2394412 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2394435.500000 Penalty: 4996.656738
	Iteration 27Q: 3 clusters Score -2394436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2394464.750000 Penalty: 4996.656738
	Iteration 28Q: 3 clusters Score -2394465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2394487.500000 Penalty: 4996.656738
	Iteration 29Q: 3 clusters Score -2394488 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22861 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2394506.750000 Penalty: 4996.656738
	Iteration 30Q: 3 clusters Score -2394507 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2394515.750000 Penalty: 4996.656738
	Iteration 31Q: 3 clusters Score -2394516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2394523.500000 Penalty: 4996.656738
	Iteration 32Q: 3 clusters Score -2394524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2394530.750000 Penalty: 4996.656738
	Iteration 33Q: 3 clusters Score -2394531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -2394533.750000 Penalty: 4996.656738
	Iteration 34Q: 3 clusters Score -2394534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22878 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2394526.500000 Penalty: 4996.656738
	Iteration 35Q: 3 clusters Score -2394526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2394528.250000 Penalty: 4996.656738
	Iteration 36Q: 3 clusters Score -2394528 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22879 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -2394528.250000 Penalty: 4996.656738
	Iteration 37F: 3 clusters Score -2394528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -261316.187500 Penalty: 1913.129272
	Iteration 0F: 2 clusters Score -261316.2 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 1113 members 
Entering Unmasked Estep 
Score: -258519.593750 Penalty: 3826.258545
	Iteration 0F: 3 clusters Score -258519.6 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -259022.500000 Penalty: 3826.258545
	Iteration 1F: 3 clusters Score -259022.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -259143.437500 Penalty: 3826.258545
	Iteration 2F: 3 clusters Score -259143.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -259202.828125 Penalty: 3826.258545
	Iteration 3Q: 3 clusters Score -259202.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -259240.859375 Penalty: 3826.258545
	Iteration 4Q: 3 clusters Score -259240.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -259261.156250 Penalty: 3826.258545
	Iteration 5Q: 3 clusters Score -259261.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -259276.578125 Penalty: 3826.258545
	Iteration 6Q: 3 clusters Score -259276.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -259289.765625 Penalty: 3826.258545
	Iteration 7Q: 3 clusters Score -259289.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -259295.718750 Penalty: 3826.258545
	Iteration 8Q: 3 clusters Score -259295.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -259300.140625 Penalty: 3826.258545
	Iteration 9Q: 3 clusters Score -259300.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -259301.718750 Penalty: 3826.258545
	Iteration 10Q: 3 clusters Score -259301.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -259303.171875 Penalty: 3826.258545
	Iteration 11Q: 3 clusters Score -259303.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -259305.703125 Penalty: 3826.258545
	Iteration 12Q: 3 clusters Score -259305.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -259308.375000 Penalty: 3826.258545
	Iteration 13Q: 3 clusters Score -259308.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -259310.593750 Penalty: 3826.258545
	Iteration 14Q: 3 clusters Score -259310.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -259312.671875 Penalty: 3826.258545
	Iteration 15Q: 3 clusters Score -259312.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -259315.140625 Penalty: 3826.258545
	Iteration 16Q: 3 clusters Score -259315.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -259316.750000 Penalty: 3826.258545
	Iteration 17Q: 3 clusters Score -259316.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -259318.875000 Penalty: 3826.258545
	Iteration 18Q: 3 clusters Score -259318.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -259320.000000 Penalty: 3826.258545
	Iteration 19Q: 3 clusters Score -259320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -259321.281250 Penalty: 3826.258545
	Iteration 20F: 3 clusters Score -259321.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -259323.250000 Penalty: 3826.258545
	Iteration 21Q: 3 clusters Score -259323.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -259325.171875 Penalty: 3826.258545
	Iteration 22Q: 3 clusters Score -259325.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -259326.125000 Penalty: 3826.258545
	Iteration 23Q: 3 clusters Score -259326.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -259327.718750 Penalty: 3826.258545
	Iteration 24Q: 3 clusters Score -259327.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -259328.468750 Penalty: 3826.258545
	Iteration 25Q: 3 clusters Score -259328.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -259329.687500 Penalty: 3826.258545
	Iteration 26Q: 3 clusters Score -259329.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -259331.609375 Penalty: 3826.258545
	Iteration 27Q: 3 clusters Score -259331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -259333.000000 Penalty: 3826.258545
	Iteration 28Q: 3 clusters Score -259333 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -259334.718750 Penalty: 3826.258545
	Iteration 29Q: 3 clusters Score -259334.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -259336.421875 Penalty: 3826.258545
	Iteration 30Q: 3 clusters Score -259336.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -259336.421875 Penalty: 3826.258545
	Iteration 31F: 3 clusters Score -259336.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25839.906250 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -25839.91 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 150 members 
Entering Unmasked Estep 
Score: -24596.261719 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -24596.26 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24708.318359 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -24708.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -24724.769531 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -24724.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24731.697266 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -24731.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24731.697266 Penalty: 2763.788330
	Iteration 4F: 3 clusters Score -24731.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Entering Unmasked Estep 
Score: -892423.937500 Penalty: 2230.554688
	Iteration 0F: 2 clusters Score -892423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -885896.000000 Penalty: 4461.109375
	Iteration 0F: 3 clusters Score -885896 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -887709.500000 Penalty: 4461.109375
	Iteration 1F: 3 clusters Score -887709.5 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -887996.500000 Penalty: 4461.109375
	Iteration 2F: 3 clusters Score -887996.5 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -888175.875000 Penalty: 4461.109375
	Iteration 3Q: 3 clusters Score -888175.9 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -888300.687500 Penalty: 4461.109375
	Iteration 4Q: 3 clusters Score -888300.7 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -888407.000000 Penalty: 4461.109375
	Iteration 5Q: 3 clusters Score -888407 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -888511.000000 Penalty: 4461.109375
	Iteration 6Q: 3 clusters Score -888511 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -888614.187500 Penalty: 4461.109375
	Iteration 7Q: 3 clusters Score -888614.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -888719.187500 Penalty: 4461.109375
	Iteration 8Q: 3 clusters Score -888719.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -888835.250000 Penalty: 4461.109375
	Iteration 9Q: 3 clusters Score -888835.2 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -888965.812500 Penalty: 4461.109375
	Iteration 10Q: 3 clusters Score -888965.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -889118.562500 Penalty: 4461.109375
	Iteration 11Q: 3 clusters Score -889118.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -889269.375000 Penalty: 4461.109375
	Iteration 12Q: 3 clusters Score -889269.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -889417.875000 Penalty: 4461.109375
	Iteration 13Q: 3 clusters Score -889417.9 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -889556.750000 Penalty: 4461.109375
	Iteration 14Q: 3 clusters Score -889556.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -889688.437500 Penalty: 4461.109375
	Iteration 15Q: 3 clusters Score -889688.4 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -889804.312500 Penalty: 4461.109375
	Iteration 16Q: 3 clusters Score -889804.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -889917.312500 Penalty: 4461.109375
	Iteration 17Q: 3 clusters Score -889917.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -890008.562500 Penalty: 4461.109375
	Iteration 18Q: 3 clusters Score -890008.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -890085.500000 Penalty: 4461.109375
	Iteration 19Q: 3 clusters Score -890085.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -890157.000000 Penalty: 4461.109375
	Iteration 20F: 3 clusters Score -890157 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -890220.937500 Penalty: 4461.109375
	Iteration 21Q: 3 clusters Score -890220.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -890281.937500 Penalty: 4461.109375
	Iteration 22Q: 3 clusters Score -890281.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -890331.687500 Penalty: 4461.109375
	Iteration 23Q: 3 clusters Score -890331.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -890361.312500 Penalty: 4461.109375
	Iteration 24Q: 3 clusters Score -890361.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -890387.375000 Penalty: 4461.109375
	Iteration 25Q: 3 clusters Score -890387.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -890413.250000 Penalty: 4461.109375
	Iteration 26Q: 3 clusters Score -890413.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -890430.437500 Penalty: 4461.109375
	Iteration 27Q: 3 clusters Score -890430.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -890440.812500 Penalty: 4461.109375
	Iteration 28Q: 3 clusters Score -890440.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -890451.187500 Penalty: 4461.109375
	Iteration 29Q: 3 clusters Score -890451.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -890460.187500 Penalty: 4461.109375
	Iteration 30Q: 3 clusters Score -890460.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -890481.562500 Penalty: 4461.109375
	Iteration 31Q: 3 clusters Score -890481.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -890489.812500 Penalty: 4461.109375
	Iteration 32Q: 3 clusters Score -890489.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -890496.125000 Penalty: 4461.109375
	Iteration 33Q: 3 clusters Score -890496.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -890504.062500 Penalty: 4461.109375
	Iteration 34Q: 3 clusters Score -890504.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -890510.812500 Penalty: 4461.109375
	Iteration 35Q: 3 clusters Score -890510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -890513.125000 Penalty: 4461.109375
	Iteration 36Q: 3 clusters Score -890513.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -890514.750000 Penalty: 4461.109375
	Iteration 37Q: 3 clusters Score -890514.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -890516.625000 Penalty: 4461.109375
	Iteration 38Q: 3 clusters Score -890516.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -890516.625000 Penalty: 4461.109375
	Iteration 39F: 3 clusters Score -890516.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (22319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Entering Unmasked Estep 
Score: -2663547.500000 Penalty: 2483.271973
	Iteration 0F: 2 clusters Score -2663548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2647962.500000 Penalty: 4966.543945
	Iteration 0F: 3 clusters Score -2647962 nChanged 9848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -2653097.250000 Penalty: 4966.543945
	Iteration 1F: 3 clusters Score -2653097 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -2653452.750000 Penalty: 4966.543945
	Iteration 2Q: 3 clusters Score -2653453 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2653803.000000 Penalty: 4966.543945
	Iteration 3Q: 3 clusters Score -2653803 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -2654141.750000 Penalty: 4966.543945
	Iteration 4Q: 3 clusters Score -2654142 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2654511.500000 Penalty: 4966.543945
	Iteration 5Q: 3 clusters Score -2654512 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -2654983.000000 Penalty: 4966.543945
	Iteration 6Q: 3 clusters Score -2654983 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 14839 members 
Entering Unmasked Estep 
Score: -2655585.250000 Penalty: 4966.543945
	Iteration 7Q: 3 clusters Score -2655585 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2656350.500000 Penalty: 4966.543945
	Iteration 8F: 3 clusters Score -2656350 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2657301.500000 Penalty: 4966.543945
	Iteration 9F: 3 clusters Score -2657302 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2658341.750000 Penalty: 4966.543945
	Iteration 10F: 3 clusters Score -2658342 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2659313.250000 Penalty: 4966.543945
	Iteration 11Q: 3 clusters Score -2659313 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2660049.000000 Penalty: 4966.543945
	Iteration 12Q: 3 clusters Score -2660049 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2660532.750000 Penalty: 4966.543945
	Iteration 13Q: 3 clusters Score -2660533 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 21023 members 
Entering Unmasked Estep 
Score: -2660834.250000 Penalty: 4966.543945
	Iteration 14Q: 3 clusters Score -2660834 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2661052.000000 Penalty: 4966.543945
	Iteration 15Q: 3 clusters Score -2661052 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -2661184.500000 Penalty: 4966.543945
	Iteration 16Q: 3 clusters Score -2661184 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2661265.250000 Penalty: 4966.543945
	Iteration 17Q: 3 clusters Score -2661265 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 21577 members 
Entering Unmasked Estep 
Score: -2661320.500000 Penalty: 4966.543945
	Iteration 18Q: 3 clusters Score -2661320 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -2661355.000000 Penalty: 4966.543945
	Iteration 19Q: 3 clusters Score -2661355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2661379.250000 Penalty: 4966.543945
	Iteration 20F: 3 clusters Score -2661379 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 21682 members 
Entering Unmasked Estep 
Score: -2661413.250000 Penalty: 4966.543945
	Iteration 21Q: 3 clusters Score -2661413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2661425.250000 Penalty: 4966.543945
	Iteration 22Q: 3 clusters Score -2661425 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 21725 members 
Entering Unmasked Estep 
Score: -2661442.000000 Penalty: 4966.543945
	Iteration 23Q: 3 clusters Score -2661442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2661448.000000 Penalty: 4966.543945
	Iteration 24Q: 3 clusters Score -2661448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2661452.000000 Penalty: 4966.543945
	Iteration 25Q: 3 clusters Score -2661452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2661460.000000 Penalty: 4966.543945
	Iteration 26Q: 3 clusters Score -2661460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 21755 members 
Entering Unmasked Estep 
Score: -2661462.500000 Penalty: 4966.543945
	Iteration 27Q: 3 clusters Score -2661462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -2661464.750000 Penalty: 4966.543945
	Iteration 28Q: 3 clusters Score -2661465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -2661469.750000 Penalty: 4966.543945
	Iteration 29Q: 3 clusters Score -2661470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -2661474.000000 Penalty: 4966.543945
	Iteration 30Q: 3 clusters Score -2661474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2661476.750000 Penalty: 4966.543945
	Iteration 31Q: 3 clusters Score -2661477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2661478.000000 Penalty: 4966.543945
	Iteration 32Q: 3 clusters Score -2661478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -2661478.000000 Penalty: 4966.543945
	Iteration 33F: 3 clusters Score -2661478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -60108.652344 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -60108.65 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 274 members 
Entering Unmasked Estep 
Score: -58516.242188 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -58516.24 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58714.726562 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -58714.73 nChanged 44
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: -58839.046875 Penalty: 3145.692383
	Iteration 2F: 3 clusters Score -58839.05 nChanged 20
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: -58911.472656 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -58911.47 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -58942.652344 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -58942.65 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -58981.683594 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -58981.68 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59001.800781 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -59001.8 nChanged 9
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: -59023.492188 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -59023.49 nChanged 6
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: -59041.687500 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -59041.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59051.097656 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -59051.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59055.054688 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -59055.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -59055.054688 Penalty: 3145.692383
	Iteration 11F: 3 clusters Score -59055.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Entering Unmasked Estep 
Score: -1640985.625000 Penalty: 2363.014648
	Iteration 0F: 2 clusters Score -1640986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1630971.125000 Penalty: 4726.029297
	Iteration 0F: 3 clusters Score -1630971 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1634012.500000 Penalty: 4726.029297
	Iteration 1F: 3 clusters Score -1634012 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1634401.500000 Penalty: 4726.029297
	Iteration 2F: 3 clusters Score -1634402 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1634714.000000 Penalty: 4726.029297
	Iteration 3F: 3 clusters Score -1634714 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1635005.875000 Penalty: 4726.029297
	Iteration 4Q: 3 clusters Score -1635006 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1635326.750000 Penalty: 4726.029297
	Iteration 5Q: 3 clusters Score -1635327 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1635713.000000 Penalty: 4726.029297
	Iteration 6Q: 3 clusters Score -1635713 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -1636166.250000 Penalty: 4726.029297
	Iteration 7F: 3 clusters Score -1636166 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1636635.625000 Penalty: 4726.029297
	Iteration 8Q: 3 clusters Score -1636636 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1637119.750000 Penalty: 4726.029297
	Iteration 9Q: 3 clusters Score -1637120 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1637550.625000 Penalty: 4726.029297
	Iteration 10Q: 3 clusters Score -1637551 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1637909.875000 Penalty: 4726.029297
	Iteration 11Q: 3 clusters Score -1637910 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1638138.750000 Penalty: 4726.029297
	Iteration 12Q: 3 clusters Score -1638139 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1638315.500000 Penalty: 4726.029297
	Iteration 13Q: 3 clusters Score -1638316 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1638430.875000 Penalty: 4726.029297
	Iteration 14Q: 3 clusters Score -1638431 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1638535.250000 Penalty: 4726.029297
	Iteration 15Q: 3 clusters Score -1638535 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1638604.625000 Penalty: 4726.029297
	Iteration 16Q: 3 clusters Score -1638605 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1638663.250000 Penalty: 4726.029297
	Iteration 17Q: 3 clusters Score -1638663 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1638708.375000 Penalty: 4726.029297
	Iteration 18Q: 3 clusters Score -1638708 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12340 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1638756.625000 Penalty: 4726.029297
	Iteration 19Q: 3 clusters Score -1638757 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1638784.250000 Penalty: 4726.029297
	Iteration 20F: 3 clusters Score -1638784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1638807.250000 Penalty: 4726.029297
	Iteration 21Q: 3 clusters Score -1638807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1638830.125000 Penalty: 4726.029297
	Iteration 22Q: 3 clusters Score -1638830 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1638838.500000 Penalty: 4726.029297
	Iteration 23Q: 3 clusters Score -1638838 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12570 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1638857.500000 Penalty: 4726.029297
	Iteration 24Q: 3 clusters Score -1638858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1638868.375000 Penalty: 4726.029297
	Iteration 25Q: 3 clusters Score -1638868 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1638874.500000 Penalty: 4726.029297
	Iteration 26Q: 3 clusters Score -1638874 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1638880.750000 Penalty: 4726.029297
	Iteration 27Q: 3 clusters Score -1638881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12641 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1638884.500000 Penalty: 4726.029297
	Iteration 28Q: 3 clusters Score -1638884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1638888.125000 Penalty: 4726.029297
	Iteration 29Q: 3 clusters Score -1638888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1638899.125000 Penalty: 4726.029297
	Iteration 30Q: 3 clusters Score -1638899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -1638908.000000 Penalty: 4726.029297
	Iteration 31Q: 3 clusters Score -1638908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1638909.000000 Penalty: 4726.029297
	Iteration 32Q: 3 clusters Score -1638909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1638911.750000 Penalty: 4726.029297
	Iteration 33Q: 3 clusters Score -1638912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1638914.875000 Penalty: 4726.029297
	Iteration 34Q: 3 clusters Score -1638915 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1638917.250000 Penalty: 4726.029297
	Iteration 35Q: 3 clusters Score -1638917 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1638916.875000 Penalty: 4726.029297
	Iteration 36Q: 3 clusters Score -1638917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1638919.250000 Penalty: 4726.029297
	Iteration 37Q: 3 clusters Score -1638919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1638920.875000 Penalty: 4726.029297
	Iteration 38Q: 3 clusters Score -1638921 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12733 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1638920.875000 Penalty: 4726.029297
	Iteration 39F: 3 clusters Score -1638921 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Entering Unmasked Estep 
Score: -132128.703125 Penalty: 1846.318604
	Iteration 0F: 2 clusters Score -132128.7 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 873 members 
Entering Unmasked Estep 
Score: -129707.476562 Penalty: 3692.637207
	Iteration 0F: 3 clusters Score -129707.5 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -130261.734375 Penalty: 3692.637207
	Iteration 1F: 3 clusters Score -130261.7 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -130363.437500 Penalty: 3692.637207
	Iteration 2F: 3 clusters Score -130363.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -130421.140625 Penalty: 3692.637207
	Iteration 3Q: 3 clusters Score -130421.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -130476.234375 Penalty: 3692.637207
	Iteration 4Q: 3 clusters Score -130476.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -130532.093750 Penalty: 3692.637207
	Iteration 5Q: 3 clusters Score -130532.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -130568.609375 Penalty: 3692.637207
	Iteration 6Q: 3 clusters Score -130568.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -130596.992188 Penalty: 3692.637207
	Iteration 7Q: 3 clusters Score -130597 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -130632.640625 Penalty: 3692.637207
	Iteration 8Q: 3 clusters Score -130632.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -130666.992188 Penalty: 3692.637207
	Iteration 9Q: 3 clusters Score -130667 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -130699.640625 Penalty: 3692.637207
	Iteration 10Q: 3 clusters Score -130699.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -130739.343750 Penalty: 3692.637207
	Iteration 11Q: 3 clusters Score -130739.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -130793.664062 Penalty: 3692.637207
	Iteration 12Q: 3 clusters Score -130793.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -130844.515625 Penalty: 3692.637207
	Iteration 13Q: 3 clusters Score -130844.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -130900.765625 Penalty: 3692.637207
	Iteration 14Q: 3 clusters Score -130900.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -130944.593750 Penalty: 3692.637207
	Iteration 15Q: 3 clusters Score -130944.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -130982.953125 Penalty: 3692.637207
	Iteration 16Q: 3 clusters Score -130983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -131016.234375 Penalty: 3692.637207
	Iteration 17Q: 3 clusters Score -131016.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -131060.945312 Penalty: 3692.637207
	Iteration 18Q: 3 clusters Score -131060.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -131114.109375 Penalty: 3692.637207
	Iteration 19Q: 3 clusters Score -131114.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -131143.453125 Penalty: 3692.637207
	Iteration 20F: 3 clusters Score -131143.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -131163.656250 Penalty: 3692.637207
	Iteration 21Q: 3 clusters Score -131163.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -131175.328125 Penalty: 3692.637207
	Iteration 22Q: 3 clusters Score -131175.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -131187.875000 Penalty: 3692.637207
	Iteration 23Q: 3 clusters Score -131187.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -131192.546875 Penalty: 3692.637207
	Iteration 24Q: 3 clusters Score -131192.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -131195.453125 Penalty: 3692.637207
	Iteration 25Q: 3 clusters Score -131195.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -131200.984375 Penalty: 3692.637207
	Iteration 26Q: 3 clusters Score -131201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -131205.125000 Penalty: 3692.637207
	Iteration 27Q: 3 clusters Score -131205.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -131207.281250 Penalty: 3692.637207
	Iteration 28Q: 3 clusters Score -131207.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -131212.984375 Penalty: 3692.637207
	Iteration 29Q: 3 clusters Score -131213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -131217.937500 Penalty: 3692.637207
	Iteration 30Q: 3 clusters Score -131217.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -131221.921875 Penalty: 3692.637207
	Iteration 31Q: 3 clusters Score -131221.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -131226.484375 Penalty: 3692.637207
	Iteration 32Q: 3 clusters Score -131226.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -131230.453125 Penalty: 3692.637207
	Iteration 33Q: 3 clusters Score -131230.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -131235.828125 Penalty: 3692.637207
	Iteration 34Q: 3 clusters Score -131235.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -131239.453125 Penalty: 3692.637207
	Iteration 35Q: 3 clusters Score -131239.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -131244.015625 Penalty: 3692.637207
	Iteration 36Q: 3 clusters Score -131244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -131247.359375 Penalty: 3692.637207
	Iteration 37Q: 3 clusters Score -131247.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -131251.015625 Penalty: 3692.637207
	Iteration 38Q: 3 clusters Score -131251 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -131251.828125 Penalty: 3692.637207
	Iteration 39Q: 3 clusters Score -131251.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -131252.312500 Penalty: 3692.637207
	Iteration 40F: 3 clusters Score -131252.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 651 members 
Mstep: Class 3 contains 17866 members 
Mstep: Class 4 contains 201016 members 
Mstep: Class 5 contains 158528 members 
Mstep: Class 6 contains 228217 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 8951 members 
Mstep: Class 10 contains 36243 members 
Mstep: Class 11 contains 34891 members 
Mstep: Class 12 contains 53539 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87599 members 
Mstep: Class 15 contains 19914 members 
Mstep: Class 16 contains 11866 members 
Mstep: Class 17 contains 8845 members 
Mstep: Class 18 contains 199153 members 
Mstep: Class 19 contains 59400 members 
Mstep: Class 20 contains 12261 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190175 members 
Mstep: Class 23 contains 23716 members 
Mstep: Class 24 contains 2240 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8056 members 
Mstep: Class 27 contains 22319 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13743 members 
Mstep: Class 30 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161465872.000000 Penalty: 105389.281250
Iteration 239Q: 31 clusters Score -1.614659e+08 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 652 members 
Mstep: Class 3 contains 17853 members 
Mstep: Class 4 contains 200876 members 
Mstep: Class 5 contains 158547 members 
Mstep: Class 6 contains 228481 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 8952 members 
Mstep: Class 10 contains 36231 members 
Mstep: Class 11 contains 34891 members 
Mstep: Class 12 contains 53520 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87692 members 
Mstep: Class 15 contains 19911 members 
Mstep: Class 16 contains 11869 members 
Mstep: Class 17 contains 8845 members 
Mstep: Class 18 contains 199075 members 
Mstep: Class 19 contains 59343 members 
Mstep: Class 20 contains 12260 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190121 members 
Mstep: Class 23 contains 23722 members 
Mstep: Class 24 contains 2238 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8063 members 
Mstep: Class 27 contains 22291 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13750 members 
Mstep: Class 30 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161466352.000000 Penalty: 105389.281250
Iteration 240F: 31 clusters Score -1.614664e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 654 members 
Mstep: Class 3 contains 17828 members 
Mstep: Class 4 contains 200719 members 
Mstep: Class 5 contains 158581 members 
Mstep: Class 6 contains 228752 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 8953 members 
Mstep: Class 10 contains 36214 members 
Mstep: Class 11 contains 34888 members 
Mstep: Class 12 contains 53501 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87786 members 
Mstep: Class 15 contains 19907 members 
Mstep: Class 16 contains 11871 members 
Mstep: Class 17 contains 8847 members 
Mstep: Class 18 contains 199008 members 
Mstep: Class 19 contains 59294 members 
Mstep: Class 20 contains 12256 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190062 members 
Mstep: Class 23 contains 23727 members 
Mstep: Class 24 contains 2238 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8070 members 
Mstep: Class 27 contains 22255 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13758 members 
Mstep: Class 30 contains 1719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161466560.000000 Penalty: 105389.281250
Iteration 241Q: 31 clusters Score -1.614666e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 654 members 
Mstep: Class 3 contains 17809 members 
Mstep: Class 4 contains 200541 members 
Mstep: Class 5 contains 158602 members 
Mstep: Class 6 contains 229028 members 
Mstep: Class 7 contains 3644 members 
Mstep: Class 8 contains 2661 members 
Mstep: Class 9 contains 8956 members 
Mstep: Class 10 contains 36202 members 
Mstep: Class 11 contains 34881 members 
Mstep: Class 12 contains 53473 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87886 members 
Mstep: Class 15 contains 19907 members 
Mstep: Class 16 contains 11876 members 
Mstep: Class 17 contains 8847 members 
Mstep: Class 18 contains 198955 members 
Mstep: Class 19 contains 59244 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 190017 members 
Mstep: Class 23 contains 23727 members 
Mstep: Class 24 contains 2238 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8083 members 
Mstep: Class 27 contains 22213 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13756 members 
Mstep: Class 30 contains 1727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161467168.000000 Penalty: 105389.281250
Iteration 242Q: 31 clusters Score -1.614672e+08 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 655 members 
Mstep: Class 3 contains 17789 members 
Mstep: Class 4 contains 200355 members 
Mstep: Class 5 contains 158638 members 
Mstep: Class 6 contains 229342 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 2662 members 
Mstep: Class 9 contains 8962 members 
Mstep: Class 10 contains 36181 members 
Mstep: Class 11 contains 34868 members 
Mstep: Class 12 contains 53452 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87978 members 
Mstep: Class 15 contains 19904 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 8844 members 
Mstep: Class 18 contains 198882 members 
Mstep: Class 19 contains 59213 members 
Mstep: Class 20 contains 12255 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 189933 members 
Mstep: Class 23 contains 23736 members 
Mstep: Class 24 contains 2238 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8106 members 
Mstep: Class 27 contains 22173 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13752 members 
Mstep: Class 30 contains 1734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161467504.000000 Penalty: 105389.281250
Iteration 243Q: 31 clusters Score -1.614675e+08 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17765 members 
Mstep: Class 4 contains 200166 members 
Mstep: Class 5 contains 158675 members 
Mstep: Class 6 contains 229668 members 
Mstep: Class 7 contains 3647 members 
Mstep: Class 8 contains 2663 members 
Mstep: Class 9 contains 8967 members 
Mstep: Class 10 contains 36167 members 
Mstep: Class 11 contains 34853 members 
Mstep: Class 12 contains 53417 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88079 members 
Mstep: Class 15 contains 19900 members 
Mstep: Class 16 contains 11877 members 
Mstep: Class 17 contains 8843 members 
Mstep: Class 18 contains 198801 members 
Mstep: Class 19 contains 59173 members 
Mstep: Class 20 contains 12250 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 189837 members 
Mstep: Class 23 contains 23754 members 
Mstep: Class 24 contains 2238 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8132 members 
Mstep: Class 27 contains 22145 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13756 members 
Mstep: Class 30 contains 1739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161467520.000000 Penalty: 105389.281250
Iteration 244Q: 31 clusters Score -1.614675e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17740 members 
Mstep: Class 4 contains 200009 members 
Mstep: Class 5 contains 158672 members 
Mstep: Class 6 contains 230018 members 
Mstep: Class 7 contains 3645 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 8970 members 
Mstep: Class 10 contains 36153 members 
Mstep: Class 11 contains 34841 members 
Mstep: Class 12 contains 53385 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88170 members 
Mstep: Class 15 contains 19898 members 
Mstep: Class 16 contains 11882 members 
Mstep: Class 17 contains 8840 members 
Mstep: Class 18 contains 198734 members 
Mstep: Class 19 contains 59138 members 
Mstep: Class 20 contains 12250 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 189737 members 
Mstep: Class 23 contains 23758 members 
Mstep: Class 24 contains 2238 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8149 members 
Mstep: Class 27 contains 22112 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13756 members 
Mstep: Class 30 contains 1745 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161467808.000000 Penalty: 105389.281250
Iteration 245Q: 31 clusters Score -1.614678e+08 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17722 members 
Mstep: Class 4 contains 199887 members 
Mstep: Class 5 contains 158676 members 
Mstep: Class 6 contains 230422 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 8978 members 
Mstep: Class 10 contains 36146 members 
Mstep: Class 11 contains 34832 members 
Mstep: Class 12 contains 53358 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88257 members 
Mstep: Class 15 contains 19892 members 
Mstep: Class 16 contains 11888 members 
Mstep: Class 17 contains 8839 members 
Mstep: Class 18 contains 198614 members 
Mstep: Class 19 contains 59116 members 
Mstep: Class 20 contains 12249 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 189574 members 
Mstep: Class 23 contains 23755 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8167 members 
Mstep: Class 27 contains 22088 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13745 members 
Mstep: Class 30 contains 1747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161468208.000000 Penalty: 105389.281250
Iteration 246Q: 31 clusters Score -1.614682e+08 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17710 members 
Mstep: Class 4 contains 199810 members 
Mstep: Class 5 contains 158597 members 
Mstep: Class 6 contains 230857 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2668 members 
Mstep: Class 9 contains 8983 members 
Mstep: Class 10 contains 36137 members 
Mstep: Class 11 contains 34825 members 
Mstep: Class 12 contains 53320 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88351 members 
Mstep: Class 15 contains 19883 members 
Mstep: Class 16 contains 11895 members 
Mstep: Class 17 contains 8841 members 
Mstep: Class 18 contains 198474 members 
Mstep: Class 19 contains 59077 members 
Mstep: Class 20 contains 12248 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 189443 members 
Mstep: Class 23 contains 23757 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8179 members 
Mstep: Class 27 contains 22067 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13741 members 
Mstep: Class 30 contains 1748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161468768.000000 Penalty: 105389.281250
Iteration 247Q: 31 clusters Score -1.614688e+08 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17698 members 
Mstep: Class 4 contains 199644 members 
Mstep: Class 5 contains 158573 members 
Mstep: Class 6 contains 231322 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 8985 members 
Mstep: Class 10 contains 36145 members 
Mstep: Class 11 contains 34819 members 
Mstep: Class 12 contains 53289 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88450 members 
Mstep: Class 15 contains 19876 members 
Mstep: Class 16 contains 11913 members 
Mstep: Class 17 contains 8840 members 
Mstep: Class 18 contains 198349 members 
Mstep: Class 19 contains 59049 members 
Mstep: Class 20 contains 12241 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 189263 members 
Mstep: Class 23 contains 23749 members 
Mstep: Class 24 contains 2237 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8189 members 
Mstep: Class 27 contains 22036 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13748 members 
Mstep: Class 30 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161469232.000000 Penalty: 105389.281250
Iteration 248Q: 31 clusters Score -1.614692e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17684 members 
Mstep: Class 4 contains 199458 members 
Mstep: Class 5 contains 158563 members 
Mstep: Class 6 contains 231816 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 8988 members 
Mstep: Class 10 contains 36150 members 
Mstep: Class 11 contains 34813 members 
Mstep: Class 12 contains 53266 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88551 members 
Mstep: Class 15 contains 19874 members 
Mstep: Class 16 contains 11925 members 
Mstep: Class 17 contains 8840 members 
Mstep: Class 18 contains 198246 members 
Mstep: Class 19 contains 59025 members 
Mstep: Class 20 contains 12241 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 189018 members 
Mstep: Class 23 contains 23754 members 
Mstep: Class 24 contains 2236 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8193 members 
Mstep: Class 27 contains 22011 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13760 members 
Mstep: Class 30 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161469648.000000 Penalty: 105389.281250
Iteration 249Q: 31 clusters Score -1.614696e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17672 members 
Mstep: Class 4 contains 199286 members 
Mstep: Class 5 contains 158561 members 
Mstep: Class 6 contains 232297 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 8992 members 
Mstep: Class 10 contains 36151 members 
Mstep: Class 11 contains 34799 members 
Mstep: Class 12 contains 53241 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88644 members 
Mstep: Class 15 contains 19872 members 
Mstep: Class 16 contains 11934 members 
Mstep: Class 17 contains 8837 members 
Mstep: Class 18 contains 198148 members 
Mstep: Class 19 contains 59012 members 
Mstep: Class 20 contains 12241 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 188785 members 
Mstep: Class 23 contains 23761 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8192 members 
Mstep: Class 27 contains 21979 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13767 members 
Mstep: Class 30 contains 1749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161469072.000000 Penalty: 105389.281250
Iteration 250Q: 31 clusters Score -1.614691e+08 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17662 members 
Mstep: Class 4 contains 199156 members 
Mstep: Class 5 contains 158530 members 
Mstep: Class 6 contains 232782 members 
Mstep: Class 7 contains 3639 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 8990 members 
Mstep: Class 10 contains 36142 members 
Mstep: Class 11 contains 34793 members 
Mstep: Class 12 contains 53219 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88716 members 
Mstep: Class 15 contains 19868 members 
Mstep: Class 16 contains 11943 members 
Mstep: Class 17 contains 8836 members 
Mstep: Class 18 contains 198049 members 
Mstep: Class 19 contains 58979 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 188573 members 
Mstep: Class 23 contains 23764 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8193 members 
Mstep: Class 27 contains 21949 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13777 members 
Mstep: Class 30 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161469424.000000 Penalty: 105389.281250
Iteration 251Q: 31 clusters Score -1.614694e+08 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17643 members 
Mstep: Class 4 contains 199054 members 
Mstep: Class 5 contains 158512 members 
Mstep: Class 6 contains 233301 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 8998 members 
Mstep: Class 10 contains 36136 members 
Mstep: Class 11 contains 34782 members 
Mstep: Class 12 contains 53186 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88780 members 
Mstep: Class 15 contains 19858 members 
Mstep: Class 16 contains 11950 members 
Mstep: Class 17 contains 8839 members 
Mstep: Class 18 contains 197924 members 
Mstep: Class 19 contains 58944 members 
Mstep: Class 20 contains 12244 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 188335 members 
Mstep: Class 23 contains 23767 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8198 members 
Mstep: Class 27 contains 21921 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13784 members 
Mstep: Class 30 contains 1750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161469792.000000 Penalty: 105389.281250
Iteration 252Q: 31 clusters Score -1.614698e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17638 members 
Mstep: Class 4 contains 198915 members 
Mstep: Class 5 contains 158446 members 
Mstep: Class 6 contains 233888 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 9000 members 
Mstep: Class 10 contains 36129 members 
Mstep: Class 11 contains 34774 members 
Mstep: Class 12 contains 53163 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88831 members 
Mstep: Class 15 contains 19852 members 
Mstep: Class 16 contains 11958 members 
Mstep: Class 17 contains 8842 members 
Mstep: Class 18 contains 197812 members 
Mstep: Class 19 contains 58903 members 
Mstep: Class 20 contains 12245 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 188088 members 
Mstep: Class 23 contains 23768 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8205 members 
Mstep: Class 27 contains 21898 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13790 members 
Mstep: Class 30 contains 1751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161470160.000000 Penalty: 105389.281250
Iteration 253Q: 31 clusters Score -1.614702e+08 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17624 members 
Mstep: Class 4 contains 198760 members 
Mstep: Class 5 contains 158398 members 
Mstep: Class 6 contains 234485 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 9004 members 
Mstep: Class 10 contains 36129 members 
Mstep: Class 11 contains 34768 members 
Mstep: Class 12 contains 53144 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88903 members 
Mstep: Class 15 contains 19847 members 
Mstep: Class 16 contains 11961 members 
Mstep: Class 17 contains 8843 members 
Mstep: Class 18 contains 197706 members 
Mstep: Class 19 contains 58868 members 
Mstep: Class 20 contains 12248 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 187800 members 
Mstep: Class 23 contains 23773 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8212 members 
Mstep: Class 27 contains 21873 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161470048.000000 Penalty: 105389.281250
Iteration 254Q: 31 clusters Score -1.6147e+08 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17618 members 
Mstep: Class 4 contains 198601 members 
Mstep: Class 5 contains 158353 members 
Mstep: Class 6 contains 235030 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 9005 members 
Mstep: Class 10 contains 36128 members 
Mstep: Class 11 contains 34764 members 
Mstep: Class 12 contains 53122 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88983 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 11967 members 
Mstep: Class 17 contains 8844 members 
Mstep: Class 18 contains 197609 members 
Mstep: Class 19 contains 58856 members 
Mstep: Class 20 contains 12248 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 187523 members 
Mstep: Class 23 contains 23774 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8219 members 
Mstep: Class 27 contains 21852 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13795 members 
Mstep: Class 30 contains 1752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161470192.000000 Penalty: 105389.281250
Iteration 255Q: 31 clusters Score -1.614702e+08 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17614 members 
Mstep: Class 4 contains 198458 members 
Mstep: Class 5 contains 158323 members 
Mstep: Class 6 contains 235566 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9007 members 
Mstep: Class 10 contains 36127 members 
Mstep: Class 11 contains 34762 members 
Mstep: Class 12 contains 53092 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89058 members 
Mstep: Class 15 contains 19836 members 
Mstep: Class 16 contains 11974 members 
Mstep: Class 17 contains 8844 members 
Mstep: Class 18 contains 197496 members 
Mstep: Class 19 contains 58830 members 
Mstep: Class 20 contains 12247 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 187269 members 
Mstep: Class 23 contains 23772 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8220 members 
Mstep: Class 27 contains 21826 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13800 members 
Mstep: Class 30 contains 1753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161470544.000000 Penalty: 105389.281250
Iteration 256Q: 31 clusters Score -1.614705e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17602 members 
Mstep: Class 4 contains 198291 members 
Mstep: Class 5 contains 158372 members 
Mstep: Class 6 contains 236150 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 9014 members 
Mstep: Class 10 contains 36130 members 
Mstep: Class 11 contains 34759 members 
Mstep: Class 12 contains 53072 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89098 members 
Mstep: Class 15 contains 19828 members 
Mstep: Class 16 contains 11978 members 
Mstep: Class 17 contains 8844 members 
Mstep: Class 18 contains 197373 members 
Mstep: Class 19 contains 58807 members 
Mstep: Class 20 contains 12250 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 186930 members 
Mstep: Class 23 contains 23764 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8224 members 
Mstep: Class 27 contains 21811 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13807 members 
Mstep: Class 30 contains 1755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161470400.000000 Penalty: 105389.281250
Iteration 257Q: 31 clusters Score -1.614704e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17591 members 
Mstep: Class 4 contains 198139 members 
Mstep: Class 5 contains 158387 members 
Mstep: Class 6 contains 236638 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 9019 members 
Mstep: Class 10 contains 36122 members 
Mstep: Class 11 contains 34758 members 
Mstep: Class 12 contains 53053 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89161 members 
Mstep: Class 15 contains 19821 members 
Mstep: Class 16 contains 11985 members 
Mstep: Class 17 contains 8843 members 
Mstep: Class 18 contains 197286 members 
Mstep: Class 19 contains 58774 members 
Mstep: Class 20 contains 12251 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 186685 members 
Mstep: Class 23 contains 23757 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8231 members 
Mstep: Class 27 contains 21783 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13807 members 
Mstep: Class 30 contains 1756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161470992.000000 Penalty: 105389.281250
Iteration 258Q: 31 clusters Score -1.61471e+08 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17583 members 
Mstep: Class 4 contains 198015 members 
Mstep: Class 5 contains 158354 members 
Mstep: Class 6 contains 237154 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 9023 members 
Mstep: Class 10 contains 36112 members 
Mstep: Class 11 contains 34753 members 
Mstep: Class 12 contains 53032 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89226 members 
Mstep: Class 15 contains 19816 members 
Mstep: Class 16 contains 11988 members 
Mstep: Class 17 contains 8838 members 
Mstep: Class 18 contains 197183 members 
Mstep: Class 19 contains 58747 members 
Mstep: Class 20 contains 12254 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 186442 members 
Mstep: Class 23 contains 23753 members 
Mstep: Class 24 contains 2235 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8242 members 
Mstep: Class 27 contains 21756 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13809 members 
Mstep: Class 30 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471120.000000 Penalty: 105389.281250
Iteration 259Q: 31 clusters Score -1.614711e+08 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17567 members 
Mstep: Class 4 contains 197851 members 
Mstep: Class 5 contains 158285 members 
Mstep: Class 6 contains 237688 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 9026 members 
Mstep: Class 10 contains 36115 members 
Mstep: Class 11 contains 34754 members 
Mstep: Class 12 contains 53019 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89287 members 
Mstep: Class 15 contains 19812 members 
Mstep: Class 16 contains 11990 members 
Mstep: Class 17 contains 8834 members 
Mstep: Class 18 contains 197120 members 
Mstep: Class 19 contains 58722 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 186202 members 
Mstep: Class 23 contains 23761 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8247 members 
Mstep: Class 27 contains 21727 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13805 members 
Mstep: Class 30 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471200.000000 Penalty: 105389.281250
Iteration 260F: 31 clusters Score -1.614712e+08 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17558 members 
Mstep: Class 4 contains 197674 members 
Mstep: Class 5 contains 158200 members 
Mstep: Class 6 contains 238222 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 9027 members 
Mstep: Class 10 contains 36109 members 
Mstep: Class 11 contains 34757 members 
Mstep: Class 12 contains 53005 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89346 members 
Mstep: Class 15 contains 19809 members 
Mstep: Class 16 contains 11993 members 
Mstep: Class 17 contains 8832 members 
Mstep: Class 18 contains 197063 members 
Mstep: Class 19 contains 58696 members 
Mstep: Class 20 contains 12259 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 185991 members 
Mstep: Class 23 contains 23763 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8256 members 
Mstep: Class 27 contains 21692 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13807 members 
Mstep: Class 30 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471120.000000 Penalty: 105389.281250
Iteration 261Q: 31 clusters Score -1.614711e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17546 members 
Mstep: Class 4 contains 197520 members 
Mstep: Class 5 contains 158158 members 
Mstep: Class 6 contains 238717 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 9028 members 
Mstep: Class 10 contains 36102 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 52985 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89397 members 
Mstep: Class 15 contains 19808 members 
Mstep: Class 16 contains 11995 members 
Mstep: Class 17 contains 8827 members 
Mstep: Class 18 contains 196991 members 
Mstep: Class 19 contains 58669 members 
Mstep: Class 20 contains 12259 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 185781 members 
Mstep: Class 23 contains 23766 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8268 members 
Mstep: Class 27 contains 21665 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13806 members 
Mstep: Class 30 contains 1757 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471056.000000 Penalty: 105389.281250
Iteration 262Q: 31 clusters Score -1.614711e+08 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17529 members 
Mstep: Class 4 contains 197382 members 
Mstep: Class 5 contains 158122 members 
Mstep: Class 6 contains 239179 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9029 members 
Mstep: Class 10 contains 36106 members 
Mstep: Class 11 contains 34758 members 
Mstep: Class 12 contains 52966 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89447 members 
Mstep: Class 15 contains 19806 members 
Mstep: Class 16 contains 11995 members 
Mstep: Class 17 contains 8821 members 
Mstep: Class 18 contains 196927 members 
Mstep: Class 19 contains 58621 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 185592 members 
Mstep: Class 23 contains 23768 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8280 members 
Mstep: Class 27 contains 21641 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13814 members 
Mstep: Class 30 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471648.000000 Penalty: 105389.281250
Iteration 263Q: 31 clusters Score -1.614716e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17511 members 
Mstep: Class 4 contains 197241 members 
Mstep: Class 5 contains 158112 members 
Mstep: Class 6 contains 239609 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9029 members 
Mstep: Class 10 contains 36119 members 
Mstep: Class 11 contains 34758 members 
Mstep: Class 12 contains 52948 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89516 members 
Mstep: Class 15 contains 19799 members 
Mstep: Class 16 contains 11996 members 
Mstep: Class 17 contains 8819 members 
Mstep: Class 18 contains 196829 members 
Mstep: Class 19 contains 58588 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 185406 members 
Mstep: Class 23 contains 23770 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8296 members 
Mstep: Class 27 contains 21613 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13821 members 
Mstep: Class 30 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471808.000000 Penalty: 105389.281250
Iteration 264Q: 31 clusters Score -1.614718e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17490 members 
Mstep: Class 4 contains 197103 members 
Mstep: Class 5 contains 158083 members 
Mstep: Class 6 contains 240065 members 
Mstep: Class 7 contains 3637 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 9031 members 
Mstep: Class 10 contains 36124 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 52914 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89562 members 
Mstep: Class 15 contains 19796 members 
Mstep: Class 16 contains 11997 members 
Mstep: Class 17 contains 8811 members 
Mstep: Class 18 contains 196710 members 
Mstep: Class 19 contains 58568 members 
Mstep: Class 20 contains 12257 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 185260 members 
Mstep: Class 23 contains 23773 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8323 members 
Mstep: Class 27 contains 21580 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13823 members 
Mstep: Class 30 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471376.000000 Penalty: 105389.281250
Iteration 265Q: 31 clusters Score -1.614714e+08 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17475 members 
Mstep: Class 4 contains 196963 members 
Mstep: Class 5 contains 158029 members 
Mstep: Class 6 contains 240495 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 9032 members 
Mstep: Class 10 contains 36121 members 
Mstep: Class 11 contains 34767 members 
Mstep: Class 12 contains 52879 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89620 members 
Mstep: Class 15 contains 19788 members 
Mstep: Class 16 contains 11998 members 
Mstep: Class 17 contains 8807 members 
Mstep: Class 18 contains 196647 members 
Mstep: Class 19 contains 58552 members 
Mstep: Class 20 contains 12256 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 185100 members 
Mstep: Class 23 contains 23775 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8345 members 
Mstep: Class 27 contains 21551 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13826 members 
Mstep: Class 30 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471472.000000 Penalty: 105389.281250
Iteration 266Q: 31 clusters Score -1.614715e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17456 members 
Mstep: Class 4 contains 196838 members 
Mstep: Class 5 contains 157966 members 
Mstep: Class 6 contains 240888 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 36117 members 
Mstep: Class 11 contains 34765 members 
Mstep: Class 12 contains 52850 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89673 members 
Mstep: Class 15 contains 19786 members 
Mstep: Class 16 contains 12001 members 
Mstep: Class 17 contains 8798 members 
Mstep: Class 18 contains 196578 members 
Mstep: Class 19 contains 58527 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 184969 members 
Mstep: Class 23 contains 23781 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8368 members 
Mstep: Class 27 contains 21541 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13824 members 
Mstep: Class 30 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471504.000000 Penalty: 105389.281250
Iteration 267Q: 31 clusters Score -1.614715e+08 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17428 members 
Mstep: Class 4 contains 196706 members 
Mstep: Class 5 contains 157950 members 
Mstep: Class 6 contains 241286 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 36113 members 
Mstep: Class 11 contains 34763 members 
Mstep: Class 12 contains 52817 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89726 members 
Mstep: Class 15 contains 19786 members 
Mstep: Class 16 contains 12003 members 
Mstep: Class 17 contains 8794 members 
Mstep: Class 18 contains 196509 members 
Mstep: Class 19 contains 58488 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 184824 members 
Mstep: Class 23 contains 23783 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8390 members 
Mstep: Class 27 contains 21528 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13822 members 
Mstep: Class 30 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471616.000000 Penalty: 105389.281250
Iteration 268Q: 31 clusters Score -1.614716e+08 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17385 members 
Mstep: Class 4 contains 196576 members 
Mstep: Class 5 contains 157939 members 
Mstep: Class 6 contains 241636 members 
Mstep: Class 7 contains 3636 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 9040 members 
Mstep: Class 10 contains 36110 members 
Mstep: Class 11 contains 34759 members 
Mstep: Class 12 contains 52789 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89773 members 
Mstep: Class 15 contains 19788 members 
Mstep: Class 16 contains 12007 members 
Mstep: Class 17 contains 8793 members 
Mstep: Class 18 contains 196485 members 
Mstep: Class 19 contains 58463 members 
Mstep: Class 20 contains 12257 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 184673 members 
Mstep: Class 23 contains 23785 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8420 members 
Mstep: Class 27 contains 21509 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13819 members 
Mstep: Class 30 contains 1758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471824.000000 Penalty: 105389.281250
Iteration 269Q: 31 clusters Score -1.614718e+08 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8440 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17355 members 
Mstep: Class 4 contains 196438 members 
Mstep: Class 5 contains 157921 members 
Mstep: Class 6 contains 241956 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 9043 members 
Mstep: Class 10 contains 36104 members 
Mstep: Class 11 contains 34756 members 
Mstep: Class 12 contains 52752 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89846 members 
Mstep: Class 15 contains 19787 members 
Mstep: Class 16 contains 12011 members 
Mstep: Class 17 contains 8793 members 
Mstep: Class 18 contains 196455 members 
Mstep: Class 19 contains 58444 members 
Mstep: Class 20 contains 12255 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 184548 members 
Mstep: Class 23 contains 23794 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8442 members 
Mstep: Class 27 contains 21487 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13816 members 
Mstep: Class 30 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471920.000000 Penalty: 105389.281250
Iteration 270Q: 31 clusters Score -1.614719e+08 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17335 members 
Mstep: Class 4 contains 196304 members 
Mstep: Class 5 contains 157933 members 
Mstep: Class 6 contains 242275 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2670 members 
Mstep: Class 9 contains 9049 members 
Mstep: Class 10 contains 36103 members 
Mstep: Class 11 contains 34751 members 
Mstep: Class 12 contains 52713 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89928 members 
Mstep: Class 15 contains 19781 members 
Mstep: Class 16 contains 12016 members 
Mstep: Class 17 contains 8792 members 
Mstep: Class 18 contains 196390 members 
Mstep: Class 19 contains 58428 members 
Mstep: Class 20 contains 12255 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 184408 members 
Mstep: Class 23 contains 23801 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8456 members 
Mstep: Class 27 contains 21470 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13810 members 
Mstep: Class 30 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472064.000000 Penalty: 105389.281250
Iteration 271Q: 31 clusters Score -1.614721e+08 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17307 members 
Mstep: Class 4 contains 196152 members 
Mstep: Class 5 contains 157977 members 
Mstep: Class 6 contains 242583 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2671 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 10 contains 36099 members 
Mstep: Class 11 contains 34743 members 
Mstep: Class 12 contains 52675 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90008 members 
Mstep: Class 15 contains 19778 members 
Mstep: Class 16 contains 12021 members 
Mstep: Class 17 contains 8794 members 
Mstep: Class 18 contains 196364 members 
Mstep: Class 19 contains 58402 members 
Mstep: Class 20 contains 12253 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 184236 members 
Mstep: Class 23 contains 23814 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8468 members 
Mstep: Class 27 contains 21467 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13802 members 
Mstep: Class 30 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472192.000000 Penalty: 105389.281250
Iteration 272Q: 31 clusters Score -1.614722e+08 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17275 members 
Mstep: Class 4 contains 196049 members 
Mstep: Class 5 contains 158024 members 
Mstep: Class 6 contains 242895 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 9047 members 
Mstep: Class 10 contains 36101 members 
Mstep: Class 11 contains 34732 members 
Mstep: Class 12 contains 52640 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90071 members 
Mstep: Class 15 contains 19777 members 
Mstep: Class 16 contains 12027 members 
Mstep: Class 17 contains 8795 members 
Mstep: Class 18 contains 196305 members 
Mstep: Class 19 contains 58383 members 
Mstep: Class 20 contains 12253 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 184044 members 
Mstep: Class 23 contains 23816 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8490 members 
Mstep: Class 27 contains 21457 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13802 members 
Mstep: Class 30 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472400.000000 Penalty: 105389.281250
Iteration 273Q: 31 clusters Score -1.614724e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17253 members 
Mstep: Class 4 contains 195928 members 
Mstep: Class 5 contains 158028 members 
Mstep: Class 6 contains 243244 members 
Mstep: Class 7 contains 3642 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 9046 members 
Mstep: Class 10 contains 36100 members 
Mstep: Class 11 contains 34728 members 
Mstep: Class 12 contains 52614 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90128 members 
Mstep: Class 15 contains 19774 members 
Mstep: Class 16 contains 12032 members 
Mstep: Class 17 contains 8796 members 
Mstep: Class 18 contains 196271 members 
Mstep: Class 19 contains 58362 members 
Mstep: Class 20 contains 12252 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 183859 members 
Mstep: Class 23 contains 23817 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8511 members 
Mstep: Class 27 contains 21438 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13796 members 
Mstep: Class 30 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472464.000000 Penalty: 105389.281250
Iteration 274Q: 31 clusters Score -1.614725e+08 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17237 members 
Mstep: Class 4 contains 195804 members 
Mstep: Class 5 contains 157982 members 
Mstep: Class 6 contains 243643 members 
Mstep: Class 7 contains 3641 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 9046 members 
Mstep: Class 10 contains 36098 members 
Mstep: Class 11 contains 34726 members 
Mstep: Class 12 contains 52580 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90185 members 
Mstep: Class 15 contains 19772 members 
Mstep: Class 16 contains 12035 members 
Mstep: Class 17 contains 8796 members 
Mstep: Class 18 contains 196231 members 
Mstep: Class 19 contains 58340 members 
Mstep: Class 20 contains 12251 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 183683 members 
Mstep: Class 23 contains 23819 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8530 members 
Mstep: Class 27 contains 21422 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13797 members 
Mstep: Class 30 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472400.000000 Penalty: 105389.281250
Iteration 275Q: 31 clusters Score -1.614724e+08 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17224 members 
Mstep: Class 4 contains 195700 members 
Mstep: Class 5 contains 157934 members 
Mstep: Class 6 contains 244016 members 
Mstep: Class 7 contains 3640 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 9044 members 
Mstep: Class 10 contains 36098 members 
Mstep: Class 11 contains 34727 members 
Mstep: Class 12 contains 52550 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90232 members 
Mstep: Class 15 contains 19770 members 
Mstep: Class 16 contains 12040 members 
Mstep: Class 17 contains 8797 members 
Mstep: Class 18 contains 196194 members 
Mstep: Class 19 contains 58313 members 
Mstep: Class 20 contains 12249 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 183540 members 
Mstep: Class 23 contains 23819 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8538 members 
Mstep: Class 27 contains 21395 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13796 members 
Mstep: Class 30 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472576.000000 Penalty: 105389.281250
Iteration 276Q: 31 clusters Score -1.614726e+08 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 656 members 
Mstep: Class 3 contains 17210 members 
Mstep: Class 4 contains 195560 members 
Mstep: Class 5 contains 157931 members 
Mstep: Class 6 contains 244366 members 
Mstep: Class 7 contains 3638 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 9041 members 
Mstep: Class 10 contains 36090 members 
Mstep: Class 11 contains 34723 members 
Mstep: Class 12 contains 52509 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90275 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 12045 members 
Mstep: Class 17 contains 8796 members 
Mstep: Class 18 contains 196224 members 
Mstep: Class 19 contains 58294 members 
Mstep: Class 20 contains 12248 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 183377 members 
Mstep: Class 23 contains 23816 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8547 members 
Mstep: Class 27 contains 21361 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13794 members 
Mstep: Class 30 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472544.000000 Penalty: 105389.281250
Iteration 277Q: 31 clusters Score -1.614725e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 17200 members 
Mstep: Class 4 contains 195424 members 
Mstep: Class 5 contains 157904 members 
Mstep: Class 6 contains 244752 members 
Mstep: Class 7 contains 3635 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 9043 members 
Mstep: Class 10 contains 36088 members 
Mstep: Class 11 contains 34714 members 
Mstep: Class 12 contains 52482 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90317 members 
Mstep: Class 15 contains 19772 members 
Mstep: Class 16 contains 12051 members 
Mstep: Class 17 contains 8795 members 
Mstep: Class 18 contains 196210 members 
Mstep: Class 19 contains 58284 members 
Mstep: Class 20 contains 12248 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 183210 members 
Mstep: Class 23 contains 23815 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8554 members 
Mstep: Class 27 contains 21319 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13788 members 
Mstep: Class 30 contains 1759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472752.000000 Penalty: 105389.281250
Iteration 278Q: 31 clusters Score -1.614728e+08 nChanged 1408
Entering ConstructFrom: 
Score: -161472752.000000 Penalty: 105389.281250
Entering ConstructFrom: 
Trying to split cluster 1 (8482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Entering Unmasked Estep 
Score: -945107.750000 Penalty: 2243.333984
	Iteration 0F: 2 clusters Score -945107.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -938360.750000 Penalty: 4486.667969
	Iteration 0F: 3 clusters Score -938360.8 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -940158.875000 Penalty: 4486.667969
	Iteration 1F: 3 clusters Score -940158.9 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -940420.500000 Penalty: 4486.667969
	Iteration 2F: 3 clusters Score -940420.5 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -940622.687500 Penalty: 4486.667969
	Iteration 3Q: 3 clusters Score -940622.7 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -940824.000000 Penalty: 4486.667969
	Iteration 4Q: 3 clusters Score -940824 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -941040.500000 Penalty: 4486.667969
	Iteration 5Q: 3 clusters Score -941040.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -941313.000000 Penalty: 4486.667969
	Iteration 6Q: 3 clusters Score -941313 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -941645.312500 Penalty: 4486.667969
	Iteration 7F: 3 clusters Score -941645.3 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -942005.062500 Penalty: 4486.667969
	Iteration 8F: 3 clusters Score -942005.1 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -942351.187500 Penalty: 4486.667969
	Iteration 9F: 3 clusters Score -942351.2 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -942713.375000 Penalty: 4486.667969
	Iteration 10F: 3 clusters Score -942713.4 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -943050.437500 Penalty: 4486.667969
	Iteration 11Q: 3 clusters Score -943050.4 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -943351.437500 Penalty: 4486.667969
	Iteration 12Q: 3 clusters Score -943351.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -943552.562500 Penalty: 4486.667969
	Iteration 13Q: 3 clusters Score -943552.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -943689.750000 Penalty: 4486.667969
	Iteration 14Q: 3 clusters Score -943689.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -943784.437500 Penalty: 4486.667969
	Iteration 15Q: 3 clusters Score -943784.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -943854.687500 Penalty: 4486.667969
	Iteration 16Q: 3 clusters Score -943854.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -943903.500000 Penalty: 4486.667969
	Iteration 17Q: 3 clusters Score -943903.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -943943.000000 Penalty: 4486.667969
	Iteration 18Q: 3 clusters Score -943943 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -943967.875000 Penalty: 4486.667969
	Iteration 19Q: 3 clusters Score -943967.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -943988.750000 Penalty: 4486.667969
	Iteration 20F: 3 clusters Score -943988.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -944012.812500 Penalty: 4486.667969
	Iteration 21Q: 3 clusters Score -944012.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -944032.062500 Penalty: 4486.667969
	Iteration 22Q: 3 clusters Score -944032.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -944042.812500 Penalty: 4486.667969
	Iteration 23Q: 3 clusters Score -944042.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -944048.062500 Penalty: 4486.667969
	Iteration 24Q: 3 clusters Score -944048.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -944054.312500 Penalty: 4486.667969
	Iteration 25Q: 3 clusters Score -944054.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -944056.687500 Penalty: 4486.667969
	Iteration 26Q: 3 clusters Score -944056.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -944062.000000 Penalty: 4486.667969
	Iteration 27Q: 3 clusters Score -944062 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -944067.937500 Penalty: 4486.667969
	Iteration 28Q: 3 clusters Score -944067.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -944075.687500 Penalty: 4486.667969
	Iteration 29Q: 3 clusters Score -944075.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -944085.937500 Penalty: 4486.667969
	Iteration 30Q: 3 clusters Score -944085.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -944090.937500 Penalty: 4486.667969
	Iteration 31Q: 3 clusters Score -944090.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -944095.937500 Penalty: 4486.667969
	Iteration 32Q: 3 clusters Score -944095.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -944097.812500 Penalty: 4486.667969
	Iteration 33Q: 3 clusters Score -944097.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -944097.562500 Penalty: 4486.667969
	Iteration 34Q: 3 clusters Score -944097.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -944097.562500 Penalty: 4486.667969
	Iteration 35F: 3 clusters Score -944097.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Entering Unmasked Estep 
Score: -52243.675781 Penalty: 1608.945679
	Iteration 0F: 2 clusters Score -52243.68 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 345 members 
Entering Unmasked Estep 
Score: -50649.085938 Penalty: 3217.891357
	Iteration 0F: 3 clusters Score -50649.09 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -51021.085938 Penalty: 3217.891357
	Iteration 1F: 3 clusters Score -51021.09 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -51415.722656 Penalty: 3217.891357
	Iteration 2F: 3 clusters Score -51415.72 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51556.390625 Penalty: 3217.891357
	Iteration 3F: 3 clusters Score -51556.39 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -51665.843750 Penalty: 3217.891357
	Iteration 4F: 3 clusters Score -51665.84 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -51717.027344 Penalty: 3217.891357
	Iteration 5Q: 3 clusters Score -51717.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -51787.667969 Penalty: 3217.891357
	Iteration 6Q: 3 clusters Score -51787.67 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -51833.281250 Penalty: 3217.891357
	Iteration 7Q: 3 clusters Score -51833.28 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -51890.054688 Penalty: 3217.891357
	Iteration 8Q: 3 clusters Score -51890.05 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -51953.687500 Penalty: 3217.891357
	Iteration 9Q: 3 clusters Score -51953.69 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -52020.031250 Penalty: 3217.891357
	Iteration 10Q: 3 clusters Score -52020.03 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -52033.000000 Penalty: 3217.891357
	Iteration 11Q: 3 clusters Score -52033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -52042.324219 Penalty: 3217.891357
	Iteration 12Q: 3 clusters Score -52042.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52044.617188 Penalty: 3217.891357
	Iteration 13Q: 3 clusters Score -52044.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52044.617188 Penalty: 3217.891357
	Iteration 14F: 3 clusters Score -52044.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17186 members 
Entering Unmasked Estep 
Score: -1901925.000000 Penalty: 2418.458740
	Iteration 0F: 2 clusters Score -1901925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1889621.000000 Penalty: 4836.917480
	Iteration 0F: 3 clusters Score -1889621 nChanged 7518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1893737.125000 Penalty: 4836.917480
	Iteration 1F: 3 clusters Score -1893737 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1894145.875000 Penalty: 4836.917480
	Iteration 2F: 3 clusters Score -1894146 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 8471 members 
Entering Unmasked Estep 
Score: -1894514.125000 Penalty: 4836.917480
	Iteration 3F: 3 clusters Score -1894514 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -1894809.875000 Penalty: 4836.917480
	Iteration 4Q: 3 clusters Score -1894810 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1895144.750000 Penalty: 4836.917480
	Iteration 5Q: 3 clusters Score -1895145 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -1895593.375000 Penalty: 4836.917480
	Iteration 6Q: 3 clusters Score -1895593 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1896066.500000 Penalty: 4836.917480
	Iteration 7Q: 3 clusters Score -1896066 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -1896536.625000 Penalty: 4836.917480
	Iteration 8Q: 3 clusters Score -1896537 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -1896997.000000 Penalty: 4836.917480
	Iteration 9Q: 3 clusters Score -1896997 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1897478.625000 Penalty: 4836.917480
	Iteration 10Q: 3 clusters Score -1897479 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -1897934.375000 Penalty: 4836.917480
	Iteration 11Q: 3 clusters Score -1897934 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1898287.625000 Penalty: 4836.917480
	Iteration 12Q: 3 clusters Score -1898288 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 8619 members 
Entering Unmasked Estep 
Score: -1898554.000000 Penalty: 4836.917480
	Iteration 13Q: 3 clusters Score -1898554 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1898722.875000 Penalty: 4836.917480
	Iteration 14Q: 3 clusters Score -1898723 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1898848.625000 Penalty: 4836.917480
	Iteration 15Q: 3 clusters Score -1898849 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 9068 members 
Entering Unmasked Estep 
Score: -1898982.625000 Penalty: 4836.917480
	Iteration 16Q: 3 clusters Score -1898983 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1899105.625000 Penalty: 4836.917480
	Iteration 17Q: 3 clusters Score -1899106 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -1899237.000000 Penalty: 4836.917480
	Iteration 18Q: 3 clusters Score -1899237 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1899388.500000 Penalty: 4836.917480
	Iteration 19Q: 3 clusters Score -1899388 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -1899532.375000 Penalty: 4836.917480
	Iteration 20F: 3 clusters Score -1899532 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1899680.125000 Penalty: 4836.917480
	Iteration 21Q: 3 clusters Score -1899680 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1899806.500000 Penalty: 4836.917480
	Iteration 22Q: 3 clusters Score -1899806 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -1899915.000000 Penalty: 4836.917480
	Iteration 23Q: 3 clusters Score -1899915 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1900028.000000 Penalty: 4836.917480
	Iteration 24Q: 3 clusters Score -1900028 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 10702 members 
Entering Unmasked Estep 
Score: -1900137.500000 Penalty: 4836.917480
	Iteration 25Q: 3 clusters Score -1900138 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1900267.250000 Penalty: 4836.917480
	Iteration 26Q: 3 clusters Score -1900267 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1900427.125000 Penalty: 4836.917480
	Iteration 27Q: 3 clusters Score -1900427 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -1900536.625000 Penalty: 4836.917480
	Iteration 28Q: 3 clusters Score -1900537 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -1900613.250000 Penalty: 4836.917480
	Iteration 29Q: 3 clusters Score -1900613 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -1900666.750000 Penalty: 4836.917480
	Iteration 30Q: 3 clusters Score -1900667 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 11686 members 
Entering Unmasked Estep 
Score: -1900704.375000 Penalty: 4836.917480
	Iteration 31Q: 3 clusters Score -1900704 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -1900720.875000 Penalty: 4836.917480
	Iteration 32Q: 3 clusters Score -1900721 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -1900755.125000 Penalty: 4836.917480
	Iteration 33Q: 3 clusters Score -1900755 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 11972 members 
Entering Unmasked Estep 
Score: -1900777.250000 Penalty: 4836.917480
	Iteration 34Q: 3 clusters Score -1900777 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1900793.750000 Penalty: 4836.917480
	Iteration 35Q: 3 clusters Score -1900794 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -1900810.625000 Penalty: 4836.917480
	Iteration 36Q: 3 clusters Score -1900811 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 12172 members 
Entering Unmasked Estep 
Score: -1900828.375000 Penalty: 4836.917480
	Iteration 37Q: 3 clusters Score -1900828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -1900833.125000 Penalty: 4836.917480
	Iteration 38Q: 3 clusters Score -1900833 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1900834.750000 Penalty: 4836.917480
	Iteration 39Q: 3 clusters Score -1900835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -1900840.125000 Penalty: 4836.917480
	Iteration 40F: 3 clusters Score -1900840 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 12295 members 
Entering Unmasked Estep 
Score: -1900842.625000 Penalty: 4836.917480
	Iteration 41Q: 3 clusters Score -1900843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1900843.125000 Penalty: 4836.917480
	Iteration 42Q: 3 clusters Score -1900843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -1900845.125000 Penalty: 4836.917480
	Iteration 43Q: 3 clusters Score -1900845 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 12341 members 
Entering Unmasked Estep 
Score: -1900851.000000 Penalty: 4836.917480
	Iteration 44Q: 3 clusters Score -1900851 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -1900849.750000 Penalty: 4836.917480
	Iteration 45Q: 3 clusters Score -1900850 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -1900856.000000 Penalty: 4836.917480
	Iteration 46Q: 3 clusters Score -1900856 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -1900859.375000 Penalty: 4836.917480
	Iteration 47Q: 3 clusters Score -1900859 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 12472 members 
Entering Unmasked Estep 
Score: -1900871.875000 Penalty: 4836.917480
	Iteration 48Q: 3 clusters Score -1900872 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -1900883.250000 Penalty: 4836.917480
	Iteration 49Q: 3 clusters Score -1900883 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -1900889.500000 Penalty: 4836.917480
	Iteration 50Q: 3 clusters Score -1900890 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -1900895.625000 Penalty: 4836.917480
	Iteration 51Q: 3 clusters Score -1900896 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1900901.250000 Penalty: 4836.917480
	Iteration 52Q: 3 clusters Score -1900901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -1900903.625000 Penalty: 4836.917480
	Iteration 53Q: 3 clusters Score -1900904 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1900909.625000 Penalty: 4836.917480
	Iteration 54Q: 3 clusters Score -1900910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -1900908.875000 Penalty: 4836.917480
	Iteration 55Q: 3 clusters Score -1900909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1900910.125000 Penalty: 4836.917480
	Iteration 56Q: 3 clusters Score -1900910 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1900916.250000 Penalty: 4836.917480
	Iteration 57Q: 3 clusters Score -1900916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1900912.250000 Penalty: 4836.917480
	Iteration 58Q: 3 clusters Score -1900912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1900915.375000 Penalty: 4836.917480
	Iteration 59Q: 3 clusters Score -1900915 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -1900914.375000 Penalty: 4836.917480
	Iteration 60F: 3 clusters Score -1900914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 12749 members 
Entering Unmasked Estep 
Score: -1900918.875000 Penalty: 4836.917480
	Iteration 61Q: 3 clusters Score -1900919 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -1900917.875000 Penalty: 4836.917480
	Iteration 62Q: 3 clusters Score -1900918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1900918.625000 Penalty: 4836.917480
	Iteration 63Q: 3 clusters Score -1900919 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -1900915.000000 Penalty: 4836.917480
	Iteration 64Q: 3 clusters Score -1900915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1900915.625000 Penalty: 4836.917480
	Iteration 65Q: 3 clusters Score -1900916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1900916.375000 Penalty: 4836.917480
	Iteration 66Q: 3 clusters Score -1900916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1900916.375000 Penalty: 4836.917480
	Iteration 67F: 3 clusters Score -1900916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (195276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195276 members 
Entering Unmasked Estep 
Score: -23005498.000000 Penalty: 3021.177979
	Iteration 0F: 2 clusters Score -2.30055e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97570 members 
Mstep: Class 2 contains 97706 members 
Entering Unmasked Estep 
Score: -22876802.000000 Penalty: 6042.355957
	Iteration 0F: 3 clusters Score -2.28768e+07 nChanged 93920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96944 members 
Mstep: Class 2 contains 98332 members 
Entering Unmasked Estep 
Score: -22931856.000000 Penalty: 6042.355957
	Iteration 1F: 3 clusters Score -2.293186e+07 nChanged 5293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96219 members 
Mstep: Class 2 contains 99057 members 
Entering Unmasked Estep 
Score: -22932812.000000 Penalty: 6042.355957
	Iteration 2Q: 3 clusters Score -2.293281e+07 nChanged 5781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94996 members 
Mstep: Class 2 contains 100280 members 
Entering Unmasked Estep 
Score: -22934626.000000 Penalty: 6042.355957
	Iteration 3Q: 3 clusters Score -2.293463e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92987 members 
Mstep: Class 2 contains 102289 members 
Entering Unmasked Estep 
Score: -22936708.000000 Penalty: 6042.355957
	Iteration 4Q: 3 clusters Score -2.293671e+07 nChanged 8367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89836 members 
Mstep: Class 2 contains 105440 members 
Entering Unmasked Estep 
Score: -22940204.000000 Penalty: 6042.355957
	Iteration 5Q: 3 clusters Score -2.29402e+07 nChanged 10178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84972 members 
Mstep: Class 2 contains 110304 members 
Entering Unmasked Estep 
Score: -22945616.000000 Penalty: 6042.355957
	Iteration 6F: 3 clusters Score -2.294562e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78432 members 
Mstep: Class 2 contains 116844 members 
Entering Unmasked Estep 
Score: -22953732.000000 Penalty: 6042.355957
	Iteration 7F: 3 clusters Score -2.295373e+07 nChanged 13630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70768 members 
Mstep: Class 2 contains 124508 members 
Entering Unmasked Estep 
Score: -22964616.000000 Penalty: 6042.355957
	Iteration 8F: 3 clusters Score -2.296462e+07 nChanged 13080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63624 members 
Mstep: Class 2 contains 131652 members 
Entering Unmasked Estep 
Score: -22975320.000000 Penalty: 6042.355957
	Iteration 9F: 3 clusters Score -2.297532e+07 nChanged 10252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58386 members 
Mstep: Class 2 contains 136890 members 
Entering Unmasked Estep 
Score: -22982118.000000 Penalty: 6042.355957
	Iteration 10F: 3 clusters Score -2.298212e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54494 members 
Mstep: Class 2 contains 140782 members 
Entering Unmasked Estep 
Score: -22985112.000000 Penalty: 6042.355957
	Iteration 11Q: 3 clusters Score -2.298511e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51036 members 
Mstep: Class 2 contains 144240 members 
Entering Unmasked Estep 
Score: -22986920.000000 Penalty: 6042.355957
	Iteration 12Q: 3 clusters Score -2.298692e+07 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47658 members 
Mstep: Class 2 contains 147618 members 
Entering Unmasked Estep 
Score: -22988288.000000 Penalty: 6042.355957
	Iteration 13Q: 3 clusters Score -2.298829e+07 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 151022 members 
Entering Unmasked Estep 
Score: -22989494.000000 Penalty: 6042.355957
	Iteration 14Q: 3 clusters Score -2.298949e+07 nChanged 3481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 154465 members 
Entering Unmasked Estep 
Score: -22990894.000000 Penalty: 6042.355957
	Iteration 15Q: 3 clusters Score -2.299089e+07 nChanged 3437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37398 members 
Mstep: Class 2 contains 157878 members 
Entering Unmasked Estep 
Score: -22992448.000000 Penalty: 6042.355957
	Iteration 16Q: 3 clusters Score -2.299245e+07 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 161192 members 
Entering Unmasked Estep 
Score: -22993818.000000 Penalty: 6042.355957
	Iteration 17Q: 3 clusters Score -2.299382e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 164312 members 
Entering Unmasked Estep 
Score: -22994906.000000 Penalty: 6042.355957
	Iteration 18Q: 3 clusters Score -2.299491e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27934 members 
Mstep: Class 2 contains 167342 members 
Entering Unmasked Estep 
Score: -22996116.000000 Penalty: 6042.355957
	Iteration 19Q: 3 clusters Score -2.299612e+07 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 170194 members 
Entering Unmasked Estep 
Score: -22997220.000000 Penalty: 6042.355957
	Iteration 20F: 3 clusters Score -2.299722e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 172842 members 
Entering Unmasked Estep 
Score: -22998150.000000 Penalty: 6042.355957
	Iteration 21Q: 3 clusters Score -2.299815e+07 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 175243 members 
Entering Unmasked Estep 
Score: -22998938.000000 Penalty: 6042.355957
	Iteration 22Q: 3 clusters Score -2.299894e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17941 members 
Mstep: Class 2 contains 177335 members 
Entering Unmasked Estep 
Score: -22999564.000000 Penalty: 6042.355957
	Iteration 23Q: 3 clusters Score -2.299956e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16029 members 
Mstep: Class 2 contains 179247 members 
Entering Unmasked Estep 
Score: -23000172.000000 Penalty: 6042.355957
	Iteration 24Q: 3 clusters Score -2.300017e+07 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 181004 members 
Entering Unmasked Estep 
Score: -23000698.000000 Penalty: 6042.355957
	Iteration 25Q: 3 clusters Score -2.30007e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 182567 members 
Entering Unmasked Estep 
Score: -23001188.000000 Penalty: 6042.355957
	Iteration 26Q: 3 clusters Score -2.300119e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 183910 members 
Entering Unmasked Estep 
Score: -23001522.000000 Penalty: 6042.355957
	Iteration 27Q: 3 clusters Score -2.300152e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 185122 members 
Entering Unmasked Estep 
Score: -23001838.000000 Penalty: 6042.355957
	Iteration 28Q: 3 clusters Score -2.300184e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 186181 members 
Entering Unmasked Estep 
Score: -23002192.000000 Penalty: 6042.355957
	Iteration 29Q: 3 clusters Score -2.300219e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 187084 members 
Entering Unmasked Estep 
Score: -23002448.000000 Penalty: 6042.355957
	Iteration 30Q: 3 clusters Score -2.300245e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 187817 members 
Entering Unmasked Estep 
Score: -23002636.000000 Penalty: 6042.355957
	Iteration 31Q: 3 clusters Score -2.300264e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 188441 members 
Entering Unmasked Estep 
Score: -23002770.000000 Penalty: 6042.355957
	Iteration 32Q: 3 clusters Score -2.300277e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 189025 members 
Entering Unmasked Estep 
Score: -23002888.000000 Penalty: 6042.355957
	Iteration 33Q: 3 clusters Score -2.300289e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 189530 members 
Entering Unmasked Estep 
Score: -23003046.000000 Penalty: 6042.355957
	Iteration 34Q: 3 clusters Score -2.300305e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 189978 members 
Entering Unmasked Estep 
Score: -23003098.000000 Penalty: 6042.355957
	Iteration 35Q: 3 clusters Score -2.30031e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 190347 members 
Entering Unmasked Estep 
Score: -23003168.000000 Penalty: 6042.355957
	Iteration 36Q: 3 clusters Score -2.300317e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 190671 members 
Entering Unmasked Estep 
Score: -23003210.000000 Penalty: 6042.355957
	Iteration 37Q: 3 clusters Score -2.300321e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 190950 members 
Entering Unmasked Estep 
Score: -23003268.000000 Penalty: 6042.355957
	Iteration 38Q: 3 clusters Score -2.300327e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 191192 members 
Entering Unmasked Estep 
Score: -23003292.000000 Penalty: 6042.355957
	Iteration 39Q: 3 clusters Score -2.300329e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 191400 members 
Entering Unmasked Estep 
Score: -23003318.000000 Penalty: 6042.355957
	Iteration 40F: 3 clusters Score -2.300332e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 191576 members 
Entering Unmasked Estep 
Score: -23003334.000000 Penalty: 6042.355957
	Iteration 41Q: 3 clusters Score -2.300333e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 191755 members 
Entering Unmasked Estep 
Score: -23003370.000000 Penalty: 6042.355957
	Iteration 42Q: 3 clusters Score -2.300337e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 191921 members 
Entering Unmasked Estep 
Score: -23003462.000000 Penalty: 6042.355957
	Iteration 43Q: 3 clusters Score -2.300346e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 192054 members 
Entering Unmasked Estep 
Score: -23003478.000000 Penalty: 6042.355957
	Iteration 44Q: 3 clusters Score -2.300348e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 192161 members 
Entering Unmasked Estep 
Score: -23003484.000000 Penalty: 6042.355957
	Iteration 45Q: 3 clusters Score -2.300348e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 192259 members 
Entering Unmasked Estep 
Score: -23003476.000000 Penalty: 6042.355957
	Iteration 46Q: 3 clusters Score -2.300348e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 192341 members 
Entering Unmasked Estep 
Score: -23003480.000000 Penalty: 6042.355957
	Iteration 47Q: 3 clusters Score -2.300348e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 192424 members 
Entering Unmasked Estep 
Score: -23003554.000000 Penalty: 6042.355957
	Iteration 48Q: 3 clusters Score -2.300355e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 192499 members 
Entering Unmasked Estep 
Score: -23003560.000000 Penalty: 6042.355957
	Iteration 49Q: 3 clusters Score -2.300356e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 192559 members 
Entering Unmasked Estep 
Score: -23003562.000000 Penalty: 6042.355957
	Iteration 50Q: 3 clusters Score -2.300356e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 192614 members 
Entering Unmasked Estep 
Score: -23003568.000000 Penalty: 6042.355957
	Iteration 51Q: 3 clusters Score -2.300357e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 192669 members 
Entering Unmasked Estep 
Score: -23003592.000000 Penalty: 6042.355957
	Iteration 52Q: 3 clusters Score -2.300359e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 192714 members 
Entering Unmasked Estep 
Score: -23003618.000000 Penalty: 6042.355957
	Iteration 53Q: 3 clusters Score -2.300362e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 192757 members 
Entering Unmasked Estep 
Score: -23003658.000000 Penalty: 6042.355957
	Iteration 54Q: 3 clusters Score -2.300366e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 192792 members 
Entering Unmasked Estep 
Score: -23003660.000000 Penalty: 6042.355957
	Iteration 55Q: 3 clusters Score -2.300366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 192808 members 
Entering Unmasked Estep 
Score: -23003668.000000 Penalty: 6042.355957
	Iteration 56Q: 3 clusters Score -2.300367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 192820 members 
Entering Unmasked Estep 
Score: -23003668.000000 Penalty: 6042.355957
	Iteration 57Q: 3 clusters Score -2.300367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 192829 members 
Entering Unmasked Estep 
Score: -23003664.000000 Penalty: 6042.355957
	Iteration 58Q: 3 clusters Score -2.300366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 192836 members 
Entering Unmasked Estep 
Score: -23003648.000000 Penalty: 6042.355957
	Iteration 59Q: 3 clusters Score -2.300365e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 192845 members 
Entering Unmasked Estep 
Score: -23003652.000000 Penalty: 6042.355957
	Iteration 60F: 3 clusters Score -2.300365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 192851 members 
Entering Unmasked Estep 
Score: -23003664.000000 Penalty: 6042.355957
	Iteration 61Q: 3 clusters Score -2.300366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 192855 members 
Entering Unmasked Estep 
Score: -23003668.000000 Penalty: 6042.355957
	Iteration 62Q: 3 clusters Score -2.300367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 192861 members 
Entering Unmasked Estep 
Score: -23003666.000000 Penalty: 6042.355957
	Iteration 63Q: 3 clusters Score -2.300367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 192864 members 
Entering Unmasked Estep 
Score: -23003662.000000 Penalty: 6042.355957
	Iteration 64Q: 3 clusters Score -2.300366e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 192868 members 
Entering Unmasked Estep 
Score: -23003660.000000 Penalty: 6042.355957
	Iteration 65Q: 3 clusters Score -2.300366e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 192873 members 
Entering Unmasked Estep 
Score: -23003668.000000 Penalty: 6042.355957
	Iteration 66Q: 3 clusters Score -2.300367e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 192878 members 
Entering Unmasked Estep 
Score: -23003680.000000 Penalty: 6042.355957
	Iteration 67Q: 3 clusters Score -2.300368e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 192882 members 
Entering Unmasked Estep 
Score: -23003668.000000 Penalty: 6042.355957
	Iteration 68Q: 3 clusters Score -2.300367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 192885 members 
Entering Unmasked Estep 
Score: -23003654.000000 Penalty: 6042.355957
	Iteration 69Q: 3 clusters Score -2.300365e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 192892 members 
Entering Unmasked Estep 
Score: -23003662.000000 Penalty: 6042.355957
	Iteration 70Q: 3 clusters Score -2.300366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 192897 members 
Entering Unmasked Estep 
Score: -23003656.000000 Penalty: 6042.355957
	Iteration 71Q: 3 clusters Score -2.300366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 192902 members 
Entering Unmasked Estep 
Score: -23003660.000000 Penalty: 6042.355957
	Iteration 72Q: 3 clusters Score -2.300366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 192902 members 
Entering Unmasked Estep 
Score: -23003660.000000 Penalty: 6042.355957
	Iteration 73F: 3 clusters Score -2.300366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (157865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157865 members 
Entering Unmasked Estep 
Score: -18561966.000000 Penalty: 2968.435059
	Iteration 0F: 2 clusters Score -1.856197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79038 members 
Mstep: Class 2 contains 78827 members 
Entering Unmasked Estep 
Score: -18457434.000000 Penalty: 5936.870117
	Iteration 0F: 3 clusters Score -1.845743e+07 nChanged 75336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 76115 members 
Entering Unmasked Estep 
Score: -18501328.000000 Penalty: 5936.870117
	Iteration 1F: 3 clusters Score -1.850133e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83562 members 
Mstep: Class 2 contains 74303 members 
Entering Unmasked Estep 
Score: -18502260.000000 Penalty: 5936.870117
	Iteration 2Q: 3 clusters Score -1.850226e+07 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 71739 members 
Entering Unmasked Estep 
Score: -18503578.000000 Penalty: 5936.870117
	Iteration 3Q: 3 clusters Score -1.850358e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89762 members 
Mstep: Class 2 contains 68103 members 
Entering Unmasked Estep 
Score: -18505866.000000 Penalty: 5936.870117
	Iteration 4Q: 3 clusters Score -1.850587e+07 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94914 members 
Mstep: Class 2 contains 62951 members 
Entering Unmasked Estep 
Score: -18509110.000000 Penalty: 5936.870117
	Iteration 5Q: 3 clusters Score -1.850911e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101714 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -18513622.000000 Penalty: 5936.870117
	Iteration 6F: 3 clusters Score -1.851362e+07 nChanged 9264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110228 members 
Mstep: Class 2 contains 47637 members 
Entering Unmasked Estep 
Score: -18520072.000000 Penalty: 5936.870117
	Iteration 7F: 3 clusters Score -1.852007e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120450 members 
Mstep: Class 2 contains 37415 members 
Entering Unmasked Estep 
Score: -18528298.000000 Penalty: 5936.870117
	Iteration 8F: 3 clusters Score -1.85283e+07 nChanged 10839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131133 members 
Mstep: Class 2 contains 26732 members 
Entering Unmasked Estep 
Score: -18537776.000000 Penalty: 5936.870117
	Iteration 9F: 3 clusters Score -1.853778e+07 nChanged 9414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140497 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -18545806.000000 Penalty: 5936.870117
	Iteration 10F: 3 clusters Score -1.854581e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147304 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -18551756.000000 Penalty: 5936.870117
	Iteration 11Q: 3 clusters Score -1.855176e+07 nChanged 4296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151588 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -18555206.000000 Penalty: 5936.870117
	Iteration 12Q: 3 clusters Score -1.855521e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153950 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -18557126.000000 Penalty: 5936.870117
	Iteration 13Q: 3 clusters Score -1.855713e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155272 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -18558062.000000 Penalty: 5936.870117
	Iteration 14Q: 3 clusters Score -1.855806e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155975 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -18558552.000000 Penalty: 5936.870117
	Iteration 15Q: 3 clusters Score -1.855855e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156380 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -18558834.000000 Penalty: 5936.870117
	Iteration 16Q: 3 clusters Score -1.855883e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156627 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -18559030.000000 Penalty: 5936.870117
	Iteration 17Q: 3 clusters Score -1.855903e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156799 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -18559154.000000 Penalty: 5936.870117
	Iteration 18Q: 3 clusters Score -1.855915e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156920 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -18559214.000000 Penalty: 5936.870117
	Iteration 19Q: 3 clusters Score -1.855921e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157002 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -18559280.000000 Penalty: 5936.870117
	Iteration 20F: 3 clusters Score -1.855928e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157065 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -18559296.000000 Penalty: 5936.870117
	Iteration 21Q: 3 clusters Score -1.85593e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157102 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -18559328.000000 Penalty: 5936.870117
	Iteration 22Q: 3 clusters Score -1.855933e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157121 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -18559362.000000 Penalty: 5936.870117
	Iteration 23Q: 3 clusters Score -1.855936e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157139 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -18559374.000000 Penalty: 5936.870117
	Iteration 24Q: 3 clusters Score -1.855937e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157155 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -18559376.000000 Penalty: 5936.870117
	Iteration 25Q: 3 clusters Score -1.855938e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157165 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -18559374.000000 Penalty: 5936.870117
	Iteration 26Q: 3 clusters Score -1.855937e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157175 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -18559390.000000 Penalty: 5936.870117
	Iteration 27Q: 3 clusters Score -1.855939e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157178 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -18559386.000000 Penalty: 5936.870117
	Iteration 28Q: 3 clusters Score -1.855939e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157180 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -18559398.000000 Penalty: 5936.870117
	Iteration 29Q: 3 clusters Score -1.85594e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157183 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -18559388.000000 Penalty: 5936.870117
	Iteration 30Q: 3 clusters Score -1.855939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157189 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -18559400.000000 Penalty: 5936.870117
	Iteration 31Q: 3 clusters Score -1.85594e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157193 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -18559392.000000 Penalty: 5936.870117
	Iteration 32Q: 3 clusters Score -1.855939e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157195 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -18559396.000000 Penalty: 5936.870117
	Iteration 33Q: 3 clusters Score -1.85594e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157198 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -18559412.000000 Penalty: 5936.870117
	Iteration 34Q: 3 clusters Score -1.855941e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157202 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -18559410.000000 Penalty: 5936.870117
	Iteration 35Q: 3 clusters Score -1.855941e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157204 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -18559424.000000 Penalty: 5936.870117
	Iteration 36Q: 3 clusters Score -1.855942e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157208 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -18559420.000000 Penalty: 5936.870117
	Iteration 37Q: 3 clusters Score -1.855942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157209 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -18559420.000000 Penalty: 5936.870117
	Iteration 38Q: 3 clusters Score -1.855942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157211 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -18559418.000000 Penalty: 5936.870117
	Iteration 39Q: 3 clusters Score -1.855942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157212 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -18559426.000000 Penalty: 5936.870117
	Iteration 40F: 3 clusters Score -1.855943e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157213 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -18559428.000000 Penalty: 5936.870117
	Iteration 41Q: 3 clusters Score -1.855943e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157213 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -18559428.000000 Penalty: 5936.870117
	Iteration 42F: 3 clusters Score -1.855943e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (245112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245112 members 
Entering Unmasked Estep 
Score: -28805036.000000 Penalty: 3077.548584
	Iteration 0F: 2 clusters Score -2.880504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122400 members 
Mstep: Class 2 contains 122712 members 
Entering Unmasked Estep 
Score: -28645154.000000 Penalty: 6155.097168
	Iteration 0F: 3 clusters Score -2.864515e+07 nChanged 118243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121021 members 
Mstep: Class 2 contains 124091 members 
Entering Unmasked Estep 
Score: -28714768.000000 Penalty: 6155.097168
	Iteration 1F: 3 clusters Score -2.871477e+07 nChanged 5470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120865 members 
Mstep: Class 2 contains 124247 members 
Entering Unmasked Estep 
Score: -28715692.000000 Penalty: 6155.097168
	Iteration 2Q: 3 clusters Score -2.871569e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120690 members 
Mstep: Class 2 contains 124422 members 
Entering Unmasked Estep 
Score: -28716606.000000 Penalty: 6155.097168
	Iteration 3Q: 3 clusters Score -2.871661e+07 nChanged 5754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120498 members 
Mstep: Class 2 contains 124614 members 
Entering Unmasked Estep 
Score: -28717550.000000 Penalty: 6155.097168
	Iteration 4Q: 3 clusters Score -2.871755e+07 nChanged 6282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120094 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -28718752.000000 Penalty: 6155.097168
	Iteration 5Q: 3 clusters Score -2.871875e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119358 members 
Mstep: Class 2 contains 125754 members 
Entering Unmasked Estep 
Score: -28720310.000000 Penalty: 6155.097168
	Iteration 6Q: 3 clusters Score -2.872031e+07 nChanged 7655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 126991 members 
Entering Unmasked Estep 
Score: -28722376.000000 Penalty: 6155.097168
	Iteration 7Q: 3 clusters Score -2.872238e+07 nChanged 8439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116044 members 
Mstep: Class 2 contains 129068 members 
Entering Unmasked Estep 
Score: -28724820.000000 Penalty: 6155.097168
	Iteration 8Q: 3 clusters Score -2.872482e+07 nChanged 9197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112659 members 
Mstep: Class 2 contains 132453 members 
Entering Unmasked Estep 
Score: -28728036.000000 Penalty: 6155.097168
	Iteration 9Q: 3 clusters Score -2.872804e+07 nChanged 10127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107600 members 
Mstep: Class 2 contains 137512 members 
Entering Unmasked Estep 
Score: -28732680.000000 Penalty: 6155.097168
	Iteration 10Q: 3 clusters Score -2.873268e+07 nChanged 11347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100595 members 
Mstep: Class 2 contains 144517 members 
Entering Unmasked Estep 
Score: -28739424.000000 Penalty: 6155.097168
	Iteration 11Q: 3 clusters Score -2.873942e+07 nChanged 12663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91840 members 
Mstep: Class 2 contains 153272 members 
Entering Unmasked Estep 
Score: -28748706.000000 Penalty: 6155.097168
	Iteration 12F: 3 clusters Score -2.874871e+07 nChanged 12970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82792 members 
Mstep: Class 2 contains 162320 members 
Entering Unmasked Estep 
Score: -28759214.000000 Penalty: 6155.097168
	Iteration 13F: 3 clusters Score -2.875921e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75187 members 
Mstep: Class 2 contains 169925 members 
Entering Unmasked Estep 
Score: -28768372.000000 Penalty: 6155.097168
	Iteration 14F: 3 clusters Score -2.876837e+07 nChanged 11140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69745 members 
Mstep: Class 2 contains 175367 members 
Entering Unmasked Estep 
Score: -28775162.000000 Penalty: 6155.097168
	Iteration 15Q: 3 clusters Score -2.877516e+07 nChanged 9027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66358 members 
Mstep: Class 2 contains 178754 members 
Entering Unmasked Estep 
Score: -28779464.000000 Penalty: 6155.097168
	Iteration 16Q: 3 clusters Score -2.877946e+07 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64089 members 
Mstep: Class 2 contains 181023 members 
Entering Unmasked Estep 
Score: -28782098.000000 Penalty: 6155.097168
	Iteration 17Q: 3 clusters Score -2.87821e+07 nChanged 5214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62527 members 
Mstep: Class 2 contains 182585 members 
Entering Unmasked Estep 
Score: -28783682.000000 Penalty: 6155.097168
	Iteration 18Q: 3 clusters Score -2.878368e+07 nChanged 4128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61173 members 
Mstep: Class 2 contains 183939 members 
Entering Unmasked Estep 
Score: -28784626.000000 Penalty: 6155.097168
	Iteration 19Q: 3 clusters Score -2.878463e+07 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60016 members 
Mstep: Class 2 contains 185096 members 
Entering Unmasked Estep 
Score: -28785384.000000 Penalty: 6155.097168
	Iteration 20F: 3 clusters Score -2.878538e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59003 members 
Mstep: Class 2 contains 186109 members 
Entering Unmasked Estep 
Score: -28786236.000000 Penalty: 6155.097168
	Iteration 21Q: 3 clusters Score -2.878624e+07 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58085 members 
Mstep: Class 2 contains 187027 members 
Entering Unmasked Estep 
Score: -28786956.000000 Penalty: 6155.097168
	Iteration 22Q: 3 clusters Score -2.878696e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57327 members 
Mstep: Class 2 contains 187785 members 
Entering Unmasked Estep 
Score: -28787486.000000 Penalty: 6155.097168
	Iteration 23Q: 3 clusters Score -2.878749e+07 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56665 members 
Mstep: Class 2 contains 188447 members 
Entering Unmasked Estep 
Score: -28788132.000000 Penalty: 6155.097168
	Iteration 24Q: 3 clusters Score -2.878813e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56061 members 
Mstep: Class 2 contains 189051 members 
Entering Unmasked Estep 
Score: -28788638.000000 Penalty: 6155.097168
	Iteration 25Q: 3 clusters Score -2.878864e+07 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 189577 members 
Entering Unmasked Estep 
Score: -28789108.000000 Penalty: 6155.097168
	Iteration 26Q: 3 clusters Score -2.878911e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55017 members 
Mstep: Class 2 contains 190095 members 
Entering Unmasked Estep 
Score: -28789486.000000 Penalty: 6155.097168
	Iteration 27Q: 3 clusters Score -2.878949e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 190646 members 
Entering Unmasked Estep 
Score: -28789680.000000 Penalty: 6155.097168
	Iteration 28Q: 3 clusters Score -2.878968e+07 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53957 members 
Mstep: Class 2 contains 191155 members 
Entering Unmasked Estep 
Score: -28789900.000000 Penalty: 6155.097168
	Iteration 29Q: 3 clusters Score -2.87899e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53454 members 
Mstep: Class 2 contains 191658 members 
Entering Unmasked Estep 
Score: -28790026.000000 Penalty: 6155.097168
	Iteration 30Q: 3 clusters Score -2.879003e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52941 members 
Mstep: Class 2 contains 192171 members 
Entering Unmasked Estep 
Score: -28790070.000000 Penalty: 6155.097168
	Iteration 31Q: 3 clusters Score -2.879007e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52454 members 
Mstep: Class 2 contains 192658 members 
Entering Unmasked Estep 
Score: -28790022.000000 Penalty: 6155.097168
	Iteration 32Q: 3 clusters Score -2.879002e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51989 members 
Mstep: Class 2 contains 193123 members 
Entering Unmasked Estep 
Score: -28789968.000000 Penalty: 6155.097168
	Iteration 33Q: 3 clusters Score -2.878997e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51530 members 
Mstep: Class 2 contains 193582 members 
Entering Unmasked Estep 
Score: -28790032.000000 Penalty: 6155.097168
	Iteration 34Q: 3 clusters Score -2.879003e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 194089 members 
Entering Unmasked Estep 
Score: -28790158.000000 Penalty: 6155.097168
	Iteration 35Q: 3 clusters Score -2.879016e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50560 members 
Mstep: Class 2 contains 194552 members 
Entering Unmasked Estep 
Score: -28790344.000000 Penalty: 6155.097168
	Iteration 36Q: 3 clusters Score -2.879034e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 195028 members 
Entering Unmasked Estep 
Score: -28790434.000000 Penalty: 6155.097168
	Iteration 37Q: 3 clusters Score -2.879043e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49618 members 
Mstep: Class 2 contains 195494 members 
Entering Unmasked Estep 
Score: -28790470.000000 Penalty: 6155.097168
	Iteration 38Q: 3 clusters Score -2.879047e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49135 members 
Mstep: Class 2 contains 195977 members 
Entering Unmasked Estep 
Score: -28790526.000000 Penalty: 6155.097168
	Iteration 39Q: 3 clusters Score -2.879053e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48652 members 
Mstep: Class 2 contains 196460 members 
Entering Unmasked Estep 
Score: -28790548.000000 Penalty: 6155.097168
	Iteration 40F: 3 clusters Score -2.879055e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48158 members 
Mstep: Class 2 contains 196954 members 
Entering Unmasked Estep 
Score: -28790532.000000 Penalty: 6155.097168
	Iteration 41Q: 3 clusters Score -2.879053e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47663 members 
Mstep: Class 2 contains 197449 members 
Entering Unmasked Estep 
Score: -28790620.000000 Penalty: 6155.097168
	Iteration 42Q: 3 clusters Score -2.879062e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 197947 members 
Entering Unmasked Estep 
Score: -28790684.000000 Penalty: 6155.097168
	Iteration 43Q: 3 clusters Score -2.879068e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 198424 members 
Entering Unmasked Estep 
Score: -28790774.000000 Penalty: 6155.097168
	Iteration 44Q: 3 clusters Score -2.879077e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 198882 members 
Entering Unmasked Estep 
Score: -28790892.000000 Penalty: 6155.097168
	Iteration 45Q: 3 clusters Score -2.879089e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45794 members 
Mstep: Class 2 contains 199318 members 
Entering Unmasked Estep 
Score: -28790884.000000 Penalty: 6155.097168
	Iteration 46Q: 3 clusters Score -2.879088e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 199755 members 
Entering Unmasked Estep 
Score: -28791004.000000 Penalty: 6155.097168
	Iteration 47Q: 3 clusters Score -2.8791e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44923 members 
Mstep: Class 2 contains 200189 members 
Entering Unmasked Estep 
Score: -28791060.000000 Penalty: 6155.097168
	Iteration 48Q: 3 clusters Score -2.879106e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44489 members 
Mstep: Class 2 contains 200623 members 
Entering Unmasked Estep 
Score: -28791164.000000 Penalty: 6155.097168
	Iteration 49Q: 3 clusters Score -2.879116e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 201079 members 
Entering Unmasked Estep 
Score: -28791188.000000 Penalty: 6155.097168
	Iteration 50Q: 3 clusters Score -2.879119e+07 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 201566 members 
Entering Unmasked Estep 
Score: -28791212.000000 Penalty: 6155.097168
	Iteration 51Q: 3 clusters Score -2.879121e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 202007 members 
Entering Unmasked Estep 
Score: -28791300.000000 Penalty: 6155.097168
	Iteration 52Q: 3 clusters Score -2.87913e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42653 members 
Mstep: Class 2 contains 202459 members 
Entering Unmasked Estep 
Score: -28791410.000000 Penalty: 6155.097168
	Iteration 53Q: 3 clusters Score -2.879141e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42191 members 
Mstep: Class 2 contains 202921 members 
Entering Unmasked Estep 
Score: -28791540.000000 Penalty: 6155.097168
	Iteration 54Q: 3 clusters Score -2.879154e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41707 members 
Mstep: Class 2 contains 203405 members 
Entering Unmasked Estep 
Score: -28791558.000000 Penalty: 6155.097168
	Iteration 55Q: 3 clusters Score -2.879156e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41235 members 
Mstep: Class 2 contains 203877 members 
Entering Unmasked Estep 
Score: -28791702.000000 Penalty: 6155.097168
	Iteration 56Q: 3 clusters Score -2.87917e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 204338 members 
Entering Unmasked Estep 
Score: -28791840.000000 Penalty: 6155.097168
	Iteration 57Q: 3 clusters Score -2.879184e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 204822 members 
Entering Unmasked Estep 
Score: -28792042.000000 Penalty: 6155.097168
	Iteration 58Q: 3 clusters Score -2.879204e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39809 members 
Mstep: Class 2 contains 205303 members 
Entering Unmasked Estep 
Score: -28792178.000000 Penalty: 6155.097168
	Iteration 59Q: 3 clusters Score -2.879218e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 205791 members 
Entering Unmasked Estep 
Score: -28792286.000000 Penalty: 6155.097168
	Iteration 60F: 3 clusters Score -2.879229e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38813 members 
Mstep: Class 2 contains 206299 members 
Entering Unmasked Estep 
Score: -28792328.000000 Penalty: 6155.097168
	Iteration 61Q: 3 clusters Score -2.879233e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38306 members 
Mstep: Class 2 contains 206806 members 
Entering Unmasked Estep 
Score: -28792500.000000 Penalty: 6155.097168
	Iteration 62Q: 3 clusters Score -2.87925e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 207320 members 
Entering Unmasked Estep 
Score: -28792582.000000 Penalty: 6155.097168
	Iteration 63Q: 3 clusters Score -2.879258e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 207858 members 
Entering Unmasked Estep 
Score: -28792770.000000 Penalty: 6155.097168
	Iteration 64Q: 3 clusters Score -2.879277e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 208421 members 
Entering Unmasked Estep 
Score: -28792866.000000 Penalty: 6155.097168
	Iteration 65Q: 3 clusters Score -2.879287e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36118 members 
Mstep: Class 2 contains 208994 members 
Entering Unmasked Estep 
Score: -28793028.000000 Penalty: 6155.097168
	Iteration 66Q: 3 clusters Score -2.879303e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 209586 members 
Entering Unmasked Estep 
Score: -28793218.000000 Penalty: 6155.097168
	Iteration 67Q: 3 clusters Score -2.879322e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 210210 members 
Entering Unmasked Estep 
Score: -28793336.000000 Penalty: 6155.097168
	Iteration 68Q: 3 clusters Score -2.879334e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34255 members 
Mstep: Class 2 contains 210857 members 
Entering Unmasked Estep 
Score: -28793450.000000 Penalty: 6155.097168
	Iteration 69Q: 3 clusters Score -2.879345e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33619 members 
Mstep: Class 2 contains 211493 members 
Entering Unmasked Estep 
Score: -28793630.000000 Penalty: 6155.097168
	Iteration 70Q: 3 clusters Score -2.879363e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32931 members 
Mstep: Class 2 contains 212181 members 
Entering Unmasked Estep 
Score: -28793778.000000 Penalty: 6155.097168
	Iteration 71Q: 3 clusters Score -2.879378e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 212867 members 
Entering Unmasked Estep 
Score: -28793994.000000 Penalty: 6155.097168
	Iteration 72Q: 3 clusters Score -2.879399e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31558 members 
Mstep: Class 2 contains 213554 members 
Entering Unmasked Estep 
Score: -28794200.000000 Penalty: 6155.097168
	Iteration 73Q: 3 clusters Score -2.87942e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 214248 members 
Entering Unmasked Estep 
Score: -28794270.000000 Penalty: 6155.097168
	Iteration 74Q: 3 clusters Score -2.879427e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 214930 members 
Entering Unmasked Estep 
Score: -28794350.000000 Penalty: 6155.097168
	Iteration 75Q: 3 clusters Score -2.879435e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 215585 members 
Entering Unmasked Estep 
Score: -28794528.000000 Penalty: 6155.097168
	Iteration 76Q: 3 clusters Score -2.879453e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28818 members 
Mstep: Class 2 contains 216294 members 
Entering Unmasked Estep 
Score: -28794874.000000 Penalty: 6155.097168
	Iteration 77Q: 3 clusters Score -2.879487e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 216973 members 
Entering Unmasked Estep 
Score: -28795052.000000 Penalty: 6155.097168
	Iteration 78Q: 3 clusters Score -2.879505e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 217682 members 
Entering Unmasked Estep 
Score: -28795254.000000 Penalty: 6155.097168
	Iteration 79Q: 3 clusters Score -2.879525e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 218392 members 
Entering Unmasked Estep 
Score: -28795518.000000 Penalty: 6155.097168
	Iteration 80F: 3 clusters Score -2.879552e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 219108 members 
Entering Unmasked Estep 
Score: -28795764.000000 Penalty: 6155.097168
	Iteration 81Q: 3 clusters Score -2.879576e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 219795 members 
Entering Unmasked Estep 
Score: -28795920.000000 Penalty: 6155.097168
	Iteration 82Q: 3 clusters Score -2.879592e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24629 members 
Mstep: Class 2 contains 220483 members 
Entering Unmasked Estep 
Score: -28796084.000000 Penalty: 6155.097168
	Iteration 83Q: 3 clusters Score -2.879608e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23911 members 
Mstep: Class 2 contains 221201 members 
Entering Unmasked Estep 
Score: -28796390.000000 Penalty: 6155.097168
	Iteration 84Q: 3 clusters Score -2.879639e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 221906 members 
Entering Unmasked Estep 
Score: -28796532.000000 Penalty: 6155.097168
	Iteration 85Q: 3 clusters Score -2.879653e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22540 members 
Mstep: Class 2 contains 222572 members 
Entering Unmasked Estep 
Score: -28796752.000000 Penalty: 6155.097168
	Iteration 86Q: 3 clusters Score -2.879675e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 223236 members 
Entering Unmasked Estep 
Score: -28796914.000000 Penalty: 6155.097168
	Iteration 87Q: 3 clusters Score -2.879691e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 223860 members 
Entering Unmasked Estep 
Score: -28796978.000000 Penalty: 6155.097168
	Iteration 88Q: 3 clusters Score -2.879698e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20657 members 
Mstep: Class 2 contains 224455 members 
Entering Unmasked Estep 
Score: -28797186.000000 Penalty: 6155.097168
	Iteration 89Q: 3 clusters Score -2.879719e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 225076 members 
Entering Unmasked Estep 
Score: -28797408.000000 Penalty: 6155.097168
	Iteration 90Q: 3 clusters Score -2.879741e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 225679 members 
Entering Unmasked Estep 
Score: -28797598.000000 Penalty: 6155.097168
	Iteration 91Q: 3 clusters Score -2.87976e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 226236 members 
Entering Unmasked Estep 
Score: -28797730.000000 Penalty: 6155.097168
	Iteration 92Q: 3 clusters Score -2.879773e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 226769 members 
Entering Unmasked Estep 
Score: -28797988.000000 Penalty: 6155.097168
	Iteration 93Q: 3 clusters Score -2.879799e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 227267 members 
Entering Unmasked Estep 
Score: -28798186.000000 Penalty: 6155.097168
	Iteration 94Q: 3 clusters Score -2.879819e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 227736 members 
Entering Unmasked Estep 
Score: -28798334.000000 Penalty: 6155.097168
	Iteration 95Q: 3 clusters Score -2.879833e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 228208 members 
Entering Unmasked Estep 
Score: -28798484.000000 Penalty: 6155.097168
	Iteration 96Q: 3 clusters Score -2.879848e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 228671 members 
Entering Unmasked Estep 
Score: -28798638.000000 Penalty: 6155.097168
	Iteration 97Q: 3 clusters Score -2.879864e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 229113 members 
Entering Unmasked Estep 
Score: -28798644.000000 Penalty: 6155.097168
	Iteration 98Q: 3 clusters Score -2.879864e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 229540 members 
Entering Unmasked Estep 
Score: -28798760.000000 Penalty: 6155.097168
	Iteration 99Q: 3 clusters Score -2.879876e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 229997 members 
Entering Unmasked Estep 
Score: -28798924.000000 Penalty: 6155.097168
	Iteration 100F: 3 clusters Score -2.879892e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14648 members 
Mstep: Class 2 contains 230464 members 
Entering Unmasked Estep 
Score: -28799014.000000 Penalty: 6155.097168
	Iteration 101Q: 3 clusters Score -2.879901e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 230884 members 
Entering Unmasked Estep 
Score: -28799222.000000 Penalty: 6155.097168
	Iteration 102Q: 3 clusters Score -2.879922e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 231283 members 
Entering Unmasked Estep 
Score: -28799320.000000 Penalty: 6155.097168
	Iteration 103Q: 3 clusters Score -2.879932e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 231631 members 
Entering Unmasked Estep 
Score: -28799348.000000 Penalty: 6155.097168
	Iteration 104Q: 3 clusters Score -2.879935e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 231947 members 
Entering Unmasked Estep 
Score: -28799342.000000 Penalty: 6155.097168
	Iteration 105Q: 3 clusters Score -2.879934e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 232254 members 
Entering Unmasked Estep 
Score: -28799472.000000 Penalty: 6155.097168
	Iteration 106Q: 3 clusters Score -2.879947e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12567 members 
Mstep: Class 2 contains 232545 members 
Entering Unmasked Estep 
Score: -28799534.000000 Penalty: 6155.097168
	Iteration 107Q: 3 clusters Score -2.879953e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 232808 members 
Entering Unmasked Estep 
Score: -28799658.000000 Penalty: 6155.097168
	Iteration 108Q: 3 clusters Score -2.879966e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 233065 members 
Entering Unmasked Estep 
Score: -28799678.000000 Penalty: 6155.097168
	Iteration 109Q: 3 clusters Score -2.879968e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11795 members 
Mstep: Class 2 contains 233317 members 
Entering Unmasked Estep 
Score: -28799688.000000 Penalty: 6155.097168
	Iteration 110Q: 3 clusters Score -2.879969e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 233535 members 
Entering Unmasked Estep 
Score: -28799738.000000 Penalty: 6155.097168
	Iteration 111Q: 3 clusters Score -2.879974e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 233762 members 
Entering Unmasked Estep 
Score: -28799770.000000 Penalty: 6155.097168
	Iteration 112Q: 3 clusters Score -2.879977e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 233949 members 
Entering Unmasked Estep 
Score: -28799842.000000 Penalty: 6155.097168
	Iteration 113Q: 3 clusters Score -2.879984e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 234136 members 
Entering Unmasked Estep 
Score: -28799922.000000 Penalty: 6155.097168
	Iteration 114Q: 3 clusters Score -2.879992e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 234313 members 
Entering Unmasked Estep 
Score: -28799968.000000 Penalty: 6155.097168
	Iteration 115Q: 3 clusters Score -2.879997e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 234499 members 
Entering Unmasked Estep 
Score: -28800046.000000 Penalty: 6155.097168
	Iteration 116Q: 3 clusters Score -2.880005e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 234663 members 
Entering Unmasked Estep 
Score: -28800094.000000 Penalty: 6155.097168
	Iteration 117Q: 3 clusters Score -2.880009e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 234819 members 
Entering Unmasked Estep 
Score: -28800130.000000 Penalty: 6155.097168
	Iteration 118Q: 3 clusters Score -2.880013e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 234984 members 
Entering Unmasked Estep 
Score: -28800176.000000 Penalty: 6155.097168
	Iteration 119Q: 3 clusters Score -2.880018e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 235151 members 
Entering Unmasked Estep 
Score: -28800166.000000 Penalty: 6155.097168
	Iteration 120F: 3 clusters Score -2.880017e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 235321 members 
Entering Unmasked Estep 
Score: -28800232.000000 Penalty: 6155.097168
	Iteration 121Q: 3 clusters Score -2.880023e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 235481 members 
Entering Unmasked Estep 
Score: -28800340.000000 Penalty: 6155.097168
	Iteration 122Q: 3 clusters Score -2.880034e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 235639 members 
Entering Unmasked Estep 
Score: -28800360.000000 Penalty: 6155.097168
	Iteration 123Q: 3 clusters Score -2.880036e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 235813 members 
Entering Unmasked Estep 
Score: -28800398.000000 Penalty: 6155.097168
	Iteration 124Q: 3 clusters Score -2.88004e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 235969 members 
Entering Unmasked Estep 
Score: -28800468.000000 Penalty: 6155.097168
	Iteration 125Q: 3 clusters Score -2.880047e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 236115 members 
Entering Unmasked Estep 
Score: -28800502.000000 Penalty: 6155.097168
	Iteration 126Q: 3 clusters Score -2.88005e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 236246 members 
Entering Unmasked Estep 
Score: -28800596.000000 Penalty: 6155.097168
	Iteration 127Q: 3 clusters Score -2.88006e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 236377 members 
Entering Unmasked Estep 
Score: -28800650.000000 Penalty: 6155.097168
	Iteration 128Q: 3 clusters Score -2.880065e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 236475 members 
Entering Unmasked Estep 
Score: -28800652.000000 Penalty: 6155.097168
	Iteration 129Q: 3 clusters Score -2.880065e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 236558 members 
Entering Unmasked Estep 
Score: -28800682.000000 Penalty: 6155.097168
	Iteration 130Q: 3 clusters Score -2.880068e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 236640 members 
Entering Unmasked Estep 
Score: -28800686.000000 Penalty: 6155.097168
	Iteration 131Q: 3 clusters Score -2.880069e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 236721 members 
Entering Unmasked Estep 
Score: -28800710.000000 Penalty: 6155.097168
	Iteration 132Q: 3 clusters Score -2.880071e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 236809 members 
Entering Unmasked Estep 
Score: -28800772.000000 Penalty: 6155.097168
	Iteration 133Q: 3 clusters Score -2.880077e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 236900 members 
Entering Unmasked Estep 
Score: -28800804.000000 Penalty: 6155.097168
	Iteration 134Q: 3 clusters Score -2.88008e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 236988 members 
Entering Unmasked Estep 
Score: -28800832.000000 Penalty: 6155.097168
	Iteration 135Q: 3 clusters Score -2.880083e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 237064 members 
Entering Unmasked Estep 
Score: -28800846.000000 Penalty: 6155.097168
	Iteration 136Q: 3 clusters Score -2.880085e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 237134 members 
Entering Unmasked Estep 
Score: -28800904.000000 Penalty: 6155.097168
	Iteration 137Q: 3 clusters Score -2.88009e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 237208 members 
Entering Unmasked Estep 
Score: -28800912.000000 Penalty: 6155.097168
	Iteration 138Q: 3 clusters Score -2.880091e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 237277 members 
Entering Unmasked Estep 
Score: -28800950.000000 Penalty: 6155.097168
	Iteration 139Q: 3 clusters Score -2.880095e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 237344 members 
Entering Unmasked Estep 
Score: -28800970.000000 Penalty: 6155.097168
	Iteration 140F: 3 clusters Score -2.880097e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 237432 members 
Entering Unmasked Estep 
Score: -28801020.000000 Penalty: 6155.097168
	Iteration 141Q: 3 clusters Score -2.880102e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 237496 members 
Entering Unmasked Estep 
Score: -28801062.000000 Penalty: 6155.097168
	Iteration 142Q: 3 clusters Score -2.880106e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 237568 members 
Entering Unmasked Estep 
Score: -28801066.000000 Penalty: 6155.097168
	Iteration 143Q: 3 clusters Score -2.880107e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 237629 members 
Entering Unmasked Estep 
Score: -28801090.000000 Penalty: 6155.097168
	Iteration 144Q: 3 clusters Score -2.880109e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 237688 members 
Entering Unmasked Estep 
Score: -28801128.000000 Penalty: 6155.097168
	Iteration 145Q: 3 clusters Score -2.880113e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 237748 members 
Entering Unmasked Estep 
Score: -28801148.000000 Penalty: 6155.097168
	Iteration 146Q: 3 clusters Score -2.880115e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 237814 members 
Entering Unmasked Estep 
Score: -28801192.000000 Penalty: 6155.097168
	Iteration 147Q: 3 clusters Score -2.880119e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 237868 members 
Entering Unmasked Estep 
Score: -28801190.000000 Penalty: 6155.097168
	Iteration 148Q: 3 clusters Score -2.880119e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 237907 members 
Entering Unmasked Estep 
Score: -28801194.000000 Penalty: 6155.097168
	Iteration 149Q: 3 clusters Score -2.880119e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 237948 members 
Entering Unmasked Estep 
Score: -28801226.000000 Penalty: 6155.097168
	Iteration 150Q: 3 clusters Score -2.880123e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 237991 members 
Entering Unmasked Estep 
Score: -28801226.000000 Penalty: 6155.097168
	Iteration 151Q: 3 clusters Score -2.880123e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 238050 members 
Entering Unmasked Estep 
Score: -28801226.000000 Penalty: 6155.097168
	Iteration 152Q: 3 clusters Score -2.880123e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 238101 members 
Entering Unmasked Estep 
Score: -28801260.000000 Penalty: 6155.097168
	Iteration 153Q: 3 clusters Score -2.880126e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 238158 members 
Entering Unmasked Estep 
Score: -28801230.000000 Penalty: 6155.097168
	Iteration 154Q: 3 clusters Score -2.880123e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 238216 members 
Entering Unmasked Estep 
Score: -28801234.000000 Penalty: 6155.097168
	Iteration 155Q: 3 clusters Score -2.880123e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 238259 members 
Entering Unmasked Estep 
Score: -28801232.000000 Penalty: 6155.097168
	Iteration 156Q: 3 clusters Score -2.880123e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 238308 members 
Entering Unmasked Estep 
Score: -28801306.000000 Penalty: 6155.097168
	Iteration 157Q: 3 clusters Score -2.880131e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 238347 members 
Entering Unmasked Estep 
Score: -28801340.000000 Penalty: 6155.097168
	Iteration 158Q: 3 clusters Score -2.880134e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 238378 members 
Entering Unmasked Estep 
Score: -28801318.000000 Penalty: 6155.097168
	Iteration 159Q: 3 clusters Score -2.880132e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 238414 members 
Entering Unmasked Estep 
Score: -28801316.000000 Penalty: 6155.097168
	Iteration 160F: 3 clusters Score -2.880132e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 238441 members 
Entering Unmasked Estep 
Score: -28801324.000000 Penalty: 6155.097168
	Iteration 161Q: 3 clusters Score -2.880132e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 238472 members 
Entering Unmasked Estep 
Score: -28801298.000000 Penalty: 6155.097168
	Iteration 162Q: 3 clusters Score -2.88013e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 238497 members 
Entering Unmasked Estep 
Score: -28801334.000000 Penalty: 6155.097168
	Iteration 163Q: 3 clusters Score -2.880133e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 238531 members 
Entering Unmasked Estep 
Score: -28801348.000000 Penalty: 6155.097168
	Iteration 164Q: 3 clusters Score -2.880135e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 238553 members 
Entering Unmasked Estep 
Score: -28801338.000000 Penalty: 6155.097168
	Iteration 165Q: 3 clusters Score -2.880134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 238577 members 
Entering Unmasked Estep 
Score: -28801362.000000 Penalty: 6155.097168
	Iteration 166Q: 3 clusters Score -2.880136e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 238600 members 
Entering Unmasked Estep 
Score: -28801394.000000 Penalty: 6155.097168
	Iteration 167Q: 3 clusters Score -2.880139e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 238626 members 
Entering Unmasked Estep 
Score: -28801370.000000 Penalty: 6155.097168
	Iteration 168Q: 3 clusters Score -2.880137e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 238649 members 
Entering Unmasked Estep 
Score: -28801380.000000 Penalty: 6155.097168
	Iteration 169Q: 3 clusters Score -2.880138e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 238671 members 
Entering Unmasked Estep 
Score: -28801390.000000 Penalty: 6155.097168
	Iteration 170Q: 3 clusters Score -2.880139e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 238708 members 
Entering Unmasked Estep 
Score: -28801434.000000 Penalty: 6155.097168
	Iteration 171Q: 3 clusters Score -2.880143e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 238752 members 
Entering Unmasked Estep 
Score: -28801448.000000 Penalty: 6155.097168
	Iteration 172Q: 3 clusters Score -2.880145e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 238797 members 
Entering Unmasked Estep 
Score: -28801458.000000 Penalty: 6155.097168
	Iteration 173Q: 3 clusters Score -2.880146e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 238832 members 
Entering Unmasked Estep 
Score: -28801458.000000 Penalty: 6155.097168
	Iteration 174Q: 3 clusters Score -2.880146e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 238867 members 
Entering Unmasked Estep 
Score: -28801434.000000 Penalty: 6155.097168
	Iteration 175Q: 3 clusters Score -2.880143e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 238913 members 
Entering Unmasked Estep 
Score: -28801448.000000 Penalty: 6155.097168
	Iteration 176Q: 3 clusters Score -2.880145e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 238972 members 
Entering Unmasked Estep 
Score: -28801484.000000 Penalty: 6155.097168
	Iteration 177Q: 3 clusters Score -2.880148e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 239025 members 
Entering Unmasked Estep 
Score: -28801480.000000 Penalty: 6155.097168
	Iteration 178Q: 3 clusters Score -2.880148e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 239076 members 
Entering Unmasked Estep 
Score: -28801506.000000 Penalty: 6155.097168
	Iteration 179Q: 3 clusters Score -2.880151e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 239123 members 
Entering Unmasked Estep 
Score: -28801534.000000 Penalty: 6155.097168
	Iteration 180F: 3 clusters Score -2.880153e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 239168 members 
Entering Unmasked Estep 
Score: -28801564.000000 Penalty: 6155.097168
	Iteration 181Q: 3 clusters Score -2.880156e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 239210 members 
Entering Unmasked Estep 
Score: -28801588.000000 Penalty: 6155.097168
	Iteration 182Q: 3 clusters Score -2.880159e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 239251 members 
Entering Unmasked Estep 
Score: -28801598.000000 Penalty: 6155.097168
	Iteration 183Q: 3 clusters Score -2.88016e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 239280 members 
Entering Unmasked Estep 
Score: -28801618.000000 Penalty: 6155.097168
	Iteration 184Q: 3 clusters Score -2.880162e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 239304 members 
Entering Unmasked Estep 
Score: -28801656.000000 Penalty: 6155.097168
	Iteration 185Q: 3 clusters Score -2.880166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 239335 members 
Entering Unmasked Estep 
Score: -28801642.000000 Penalty: 6155.097168
	Iteration 186Q: 3 clusters Score -2.880164e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 239360 members 
Entering Unmasked Estep 
Score: -28801642.000000 Penalty: 6155.097168
	Iteration 187Q: 3 clusters Score -2.880164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 239384 members 
Entering Unmasked Estep 
Score: -28801656.000000 Penalty: 6155.097168
	Iteration 188Q: 3 clusters Score -2.880166e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 239409 members 
Entering Unmasked Estep 
Score: -28801666.000000 Penalty: 6155.097168
	Iteration 189Q: 3 clusters Score -2.880167e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 239438 members 
Entering Unmasked Estep 
Score: -28801632.000000 Penalty: 6155.097168
	Iteration 190Q: 3 clusters Score -2.880163e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 239464 members 
Entering Unmasked Estep 
Score: -28801654.000000 Penalty: 6155.097168
	Iteration 191Q: 3 clusters Score -2.880165e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 239487 members 
Entering Unmasked Estep 
Score: -28801652.000000 Penalty: 6155.097168
	Iteration 192Q: 3 clusters Score -2.880165e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 239518 members 
Entering Unmasked Estep 
Score: -28801670.000000 Penalty: 6155.097168
	Iteration 193Q: 3 clusters Score -2.880167e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 239549 members 
Entering Unmasked Estep 
Score: -28801692.000000 Penalty: 6155.097168
	Iteration 194Q: 3 clusters Score -2.880169e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 239574 members 
Entering Unmasked Estep 
Score: -28801672.000000 Penalty: 6155.097168
	Iteration 195Q: 3 clusters Score -2.880167e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 239599 members 
Entering Unmasked Estep 
Score: -28801698.000000 Penalty: 6155.097168
	Iteration 196Q: 3 clusters Score -2.88017e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 239629 members 
Entering Unmasked Estep 
Score: -28801706.000000 Penalty: 6155.097168
	Iteration 197Q: 3 clusters Score -2.880171e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 239659 members 
Entering Unmasked Estep 
Score: -28801716.000000 Penalty: 6155.097168
	Iteration 198Q: 3 clusters Score -2.880172e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 239693 members 
Entering Unmasked Estep 
Score: -28801696.000000 Penalty: 6155.097168
	Iteration 199Q: 3 clusters Score -2.88017e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 239716 members 
Entering Unmasked Estep 
Score: -28801748.000000 Penalty: 6155.097168
	Iteration 200F: 3 clusters Score -2.880175e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 239730 members 
Entering Unmasked Estep 
Score: -28801762.000000 Penalty: 6155.097168
	Iteration 201Q: 3 clusters Score -2.880176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 239740 members 
Entering Unmasked Estep 
Score: -28801760.000000 Penalty: 6155.097168
	Iteration 202Q: 3 clusters Score -2.880176e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 239759 members 
Entering Unmasked Estep 
Score: -28801762.000000 Penalty: 6155.097168
	Iteration 203Q: 3 clusters Score -2.880176e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 239767 members 
Entering Unmasked Estep 
Score: -28801762.000000 Penalty: 6155.097168
	Iteration 204Q: 3 clusters Score -2.880176e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 239775 members 
Entering Unmasked Estep 
Score: -28801776.000000 Penalty: 6155.097168
	Iteration 205Q: 3 clusters Score -2.880178e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 239789 members 
Entering Unmasked Estep 
Score: -28801764.000000 Penalty: 6155.097168
	Iteration 206Q: 3 clusters Score -2.880176e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 239802 members 
Entering Unmasked Estep 
Score: -28801778.000000 Penalty: 6155.097168
	Iteration 207Q: 3 clusters Score -2.880178e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 239817 members 
Entering Unmasked Estep 
Score: -28801802.000000 Penalty: 6155.097168
	Iteration 208Q: 3 clusters Score -2.88018e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 239829 members 
Entering Unmasked Estep 
Score: -28801786.000000 Penalty: 6155.097168
	Iteration 209Q: 3 clusters Score -2.880179e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 239842 members 
Entering Unmasked Estep 
Score: -28801768.000000 Penalty: 6155.097168
	Iteration 210Q: 3 clusters Score -2.880177e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 239852 members 
Entering Unmasked Estep 
Score: -28801800.000000 Penalty: 6155.097168
	Iteration 211Q: 3 clusters Score -2.88018e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 239861 members 
Entering Unmasked Estep 
Score: -28801806.000000 Penalty: 6155.097168
	Iteration 212Q: 3 clusters Score -2.880181e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 239867 members 
Entering Unmasked Estep 
Score: -28801796.000000 Penalty: 6155.097168
	Iteration 213Q: 3 clusters Score -2.88018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 239868 members 
Entering Unmasked Estep 
Score: -28801786.000000 Penalty: 6155.097168
	Iteration 214Q: 3 clusters Score -2.880179e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 239876 members 
Entering Unmasked Estep 
Score: -28801786.000000 Penalty: 6155.097168
	Iteration 215Q: 3 clusters Score -2.880179e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 239882 members 
Entering Unmasked Estep 
Score: -28801796.000000 Penalty: 6155.097168
	Iteration 216Q: 3 clusters Score -2.88018e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 239889 members 
Entering Unmasked Estep 
Score: -28801818.000000 Penalty: 6155.097168
	Iteration 217Q: 3 clusters Score -2.880182e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 239896 members 
Entering Unmasked Estep 
Score: -28801800.000000 Penalty: 6155.097168
	Iteration 218Q: 3 clusters Score -2.88018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 239900 members 
Entering Unmasked Estep 
Score: -28801814.000000 Penalty: 6155.097168
	Iteration 219Q: 3 clusters Score -2.880181e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 239900 members 
Entering Unmasked Estep 
Score: -28801832.000000 Penalty: 6155.097168
	Iteration 220F: 3 clusters Score -2.880183e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 239901 members 
Entering Unmasked Estep 
Score: -28801814.000000 Penalty: 6155.097168
	Iteration 221Q: 3 clusters Score -2.880181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 239902 members 
Entering Unmasked Estep 
Score: -28801810.000000 Penalty: 6155.097168
	Iteration 222Q: 3 clusters Score -2.880181e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 239902 members 
Entering Unmasked Estep 
Score: -28801810.000000 Penalty: 6155.097168
	Iteration 223F: 3 clusters Score -2.880181e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Entering Unmasked Estep 
Score: -412139.125000 Penalty: 2033.126221
	Iteration 0F: 2 clusters Score -412139.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -408481.906250 Penalty: 4066.252441
	Iteration 0F: 3 clusters Score -408481.9 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -409269.031250 Penalty: 4066.252441
	Iteration 1F: 3 clusters Score -409269 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -409415.687500 Penalty: 4066.252441
	Iteration 2F: 3 clusters Score -409415.7 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -409500.093750 Penalty: 4066.252441
	Iteration 3Q: 3 clusters Score -409500.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -409562.343750 Penalty: 4066.252441
	Iteration 4Q: 3 clusters Score -409562.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -409617.093750 Penalty: 4066.252441
	Iteration 5Q: 3 clusters Score -409617.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -409659.000000 Penalty: 4066.252441
	Iteration 6Q: 3 clusters Score -409659 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -409697.468750 Penalty: 4066.252441
	Iteration 7Q: 3 clusters Score -409697.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -409724.375000 Penalty: 4066.252441
	Iteration 8Q: 3 clusters Score -409724.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -409754.062500 Penalty: 4066.252441
	Iteration 9Q: 3 clusters Score -409754.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -409784.500000 Penalty: 4066.252441
	Iteration 10Q: 3 clusters Score -409784.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -409810.062500 Penalty: 4066.252441
	Iteration 11Q: 3 clusters Score -409810.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -409836.187500 Penalty: 4066.252441
	Iteration 12Q: 3 clusters Score -409836.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -409862.593750 Penalty: 4066.252441
	Iteration 13Q: 3 clusters Score -409862.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -409885.656250 Penalty: 4066.252441
	Iteration 14Q: 3 clusters Score -409885.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -409913.250000 Penalty: 4066.252441
	Iteration 15Q: 3 clusters Score -409913.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -409946.812500 Penalty: 4066.252441
	Iteration 16Q: 3 clusters Score -409946.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -409979.187500 Penalty: 4066.252441
	Iteration 17Q: 3 clusters Score -409979.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -410012.000000 Penalty: 4066.252441
	Iteration 18Q: 3 clusters Score -410012 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -410041.437500 Penalty: 4066.252441
	Iteration 19Q: 3 clusters Score -410041.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -410062.687500 Penalty: 4066.252441
	Iteration 20F: 3 clusters Score -410062.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -410082.750000 Penalty: 4066.252441
	Iteration 21Q: 3 clusters Score -410082.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -410093.750000 Penalty: 4066.252441
	Iteration 22Q: 3 clusters Score -410093.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -410105.781250 Penalty: 4066.252441
	Iteration 23Q: 3 clusters Score -410105.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -410121.218750 Penalty: 4066.252441
	Iteration 24Q: 3 clusters Score -410121.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -410138.656250 Penalty: 4066.252441
	Iteration 25Q: 3 clusters Score -410138.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -410153.781250 Penalty: 4066.252441
	Iteration 26Q: 3 clusters Score -410153.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -410164.812500 Penalty: 4066.252441
	Iteration 27Q: 3 clusters Score -410164.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -410178.125000 Penalty: 4066.252441
	Iteration 28Q: 3 clusters Score -410178.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -410189.281250 Penalty: 4066.252441
	Iteration 29Q: 3 clusters Score -410189.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -410204.406250 Penalty: 4066.252441
	Iteration 30Q: 3 clusters Score -410204.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -410217.218750 Penalty: 4066.252441
	Iteration 31Q: 3 clusters Score -410217.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -410227.781250 Penalty: 4066.252441
	Iteration 32Q: 3 clusters Score -410227.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -410232.843750 Penalty: 4066.252441
	Iteration 33Q: 3 clusters Score -410232.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -410237.843750 Penalty: 4066.252441
	Iteration 34Q: 3 clusters Score -410237.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -410246.781250 Penalty: 4066.252441
	Iteration 35Q: 3 clusters Score -410246.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -410256.281250 Penalty: 4066.252441
	Iteration 36Q: 3 clusters Score -410256.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -410260.656250 Penalty: 4066.252441
	Iteration 37Q: 3 clusters Score -410260.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -410264.937500 Penalty: 4066.252441
	Iteration 38Q: 3 clusters Score -410264.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -410270.000000 Penalty: 4066.252441
	Iteration 39Q: 3 clusters Score -410270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -410273.500000 Penalty: 4066.252441
	Iteration 40F: 3 clusters Score -410273.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -410275.375000 Penalty: 4066.252441
	Iteration 41Q: 3 clusters Score -410275.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -410275.875000 Penalty: 4066.252441
	Iteration 42Q: 3 clusters Score -410275.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -410277.031250 Penalty: 4066.252441
	Iteration 43Q: 3 clusters Score -410277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -410278.718750 Penalty: 4066.252441
	Iteration 44Q: 3 clusters Score -410278.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -410278.718750 Penalty: 4066.252441
	Iteration 45F: 3 clusters Score -410278.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Entering Unmasked Estep 
Score: -280598.437500 Penalty: 1956.864502
	Iteration 0F: 2 clusters Score -280598.4 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 1345 members 
Entering Unmasked Estep 
Score: -277529.906250 Penalty: 3913.729004
	Iteration 0F: 3 clusters Score -277529.9 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -278211.093750 Penalty: 3913.729004
	Iteration 1F: 3 clusters Score -278211.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -278365.500000 Penalty: 3913.729004
	Iteration 2F: 3 clusters Score -278365.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -278445.281250 Penalty: 3913.729004
	Iteration 3Q: 3 clusters Score -278445.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -278501.093750 Penalty: 3913.729004
	Iteration 4Q: 3 clusters Score -278501.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -278544.687500 Penalty: 3913.729004
	Iteration 5Q: 3 clusters Score -278544.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -278586.593750 Penalty: 3913.729004
	Iteration 6Q: 3 clusters Score -278586.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -278616.843750 Penalty: 3913.729004
	Iteration 7Q: 3 clusters Score -278616.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -278641.218750 Penalty: 3913.729004
	Iteration 8Q: 3 clusters Score -278641.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -278656.562500 Penalty: 3913.729004
	Iteration 9Q: 3 clusters Score -278656.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -278665.062500 Penalty: 3913.729004
	Iteration 10Q: 3 clusters Score -278665.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -278673.312500 Penalty: 3913.729004
	Iteration 11Q: 3 clusters Score -278673.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -278681.625000 Penalty: 3913.729004
	Iteration 12Q: 3 clusters Score -278681.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -278686.218750 Penalty: 3913.729004
	Iteration 13Q: 3 clusters Score -278686.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -278692.343750 Penalty: 3913.729004
	Iteration 14Q: 3 clusters Score -278692.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -278696.281250 Penalty: 3913.729004
	Iteration 15Q: 3 clusters Score -278696.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -278700.218750 Penalty: 3913.729004
	Iteration 16Q: 3 clusters Score -278700.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -278706.906250 Penalty: 3913.729004
	Iteration 17Q: 3 clusters Score -278706.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -278711.656250 Penalty: 3913.729004
	Iteration 18Q: 3 clusters Score -278711.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -278716.750000 Penalty: 3913.729004
	Iteration 19Q: 3 clusters Score -278716.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -278721.625000 Penalty: 3913.729004
	Iteration 20F: 3 clusters Score -278721.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -278724.656250 Penalty: 3913.729004
	Iteration 21Q: 3 clusters Score -278724.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -278729.218750 Penalty: 3913.729004
	Iteration 22Q: 3 clusters Score -278729.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -278735.750000 Penalty: 3913.729004
	Iteration 23Q: 3 clusters Score -278735.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -278742.781250 Penalty: 3913.729004
	Iteration 24Q: 3 clusters Score -278742.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -278748.812500 Penalty: 3913.729004
	Iteration 25Q: 3 clusters Score -278748.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -278752.218750 Penalty: 3913.729004
	Iteration 26Q: 3 clusters Score -278752.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -278754.000000 Penalty: 3913.729004
	Iteration 27Q: 3 clusters Score -278754 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -278756.000000 Penalty: 3913.729004
	Iteration 28Q: 3 clusters Score -278756 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -278755.843750 Penalty: 3913.729004
	Iteration 29Q: 3 clusters Score -278755.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -278755.875000 Penalty: 3913.729004
	Iteration 30Q: 3 clusters Score -278755.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -278755.750000 Penalty: 3913.729004
	Iteration 31Q: 3 clusters Score -278755.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -278755.750000 Penalty: 3913.729004
	Iteration 32F: 3 clusters Score -278755.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Entering Unmasked Estep 
Score: -900006.312500 Penalty: 2259.189453
	Iteration 0F: 2 clusters Score -900006.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -892949.125000 Penalty: 4518.378906
	Iteration 0F: 3 clusters Score -892949.1 nChanged 3683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -894923.312500 Penalty: 4518.378906
	Iteration 1F: 3 clusters Score -894923.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 3997 members 
Entering Unmasked Estep 
Score: -895209.312500 Penalty: 4518.378906
	Iteration 2F: 3 clusters Score -895209.3 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -895410.312500 Penalty: 4518.378906
	Iteration 3F: 3 clusters Score -895410.3 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -895590.250000 Penalty: 4518.378906
	Iteration 4Q: 3 clusters Score -895590.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -895804.500000 Penalty: 4518.378906
	Iteration 5Q: 3 clusters Score -895804.5 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -896045.937500 Penalty: 4518.378906
	Iteration 6Q: 3 clusters Score -896045.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -896327.250000 Penalty: 4518.378906
	Iteration 7Q: 3 clusters Score -896327.2 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -896615.750000 Penalty: 4518.378906
	Iteration 8Q: 3 clusters Score -896615.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -896922.500000 Penalty: 4518.378906
	Iteration 9Q: 3 clusters Score -896922.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -897242.750000 Penalty: 4518.378906
	Iteration 10Q: 3 clusters Score -897242.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -897563.562500 Penalty: 4518.378906
	Iteration 11Q: 3 clusters Score -897563.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -897798.187500 Penalty: 4518.378906
	Iteration 12Q: 3 clusters Score -897798.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -898004.250000 Penalty: 4518.378906
	Iteration 13Q: 3 clusters Score -898004.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -898176.937500 Penalty: 4518.378906
	Iteration 14Q: 3 clusters Score -898176.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -898295.812500 Penalty: 4518.378906
	Iteration 15Q: 3 clusters Score -898295.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -898376.062500 Penalty: 4518.378906
	Iteration 16Q: 3 clusters Score -898376.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -898436.312500 Penalty: 4518.378906
	Iteration 17Q: 3 clusters Score -898436.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -898491.500000 Penalty: 4518.378906
	Iteration 18Q: 3 clusters Score -898491.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -898557.062500 Penalty: 4518.378906
	Iteration 19Q: 3 clusters Score -898557.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -898606.187500 Penalty: 4518.378906
	Iteration 20F: 3 clusters Score -898606.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -898635.062500 Penalty: 4518.378906
	Iteration 21Q: 3 clusters Score -898635.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -898659.437500 Penalty: 4518.378906
	Iteration 22Q: 3 clusters Score -898659.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -898679.625000 Penalty: 4518.378906
	Iteration 23Q: 3 clusters Score -898679.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -898699.500000 Penalty: 4518.378906
	Iteration 24Q: 3 clusters Score -898699.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7747 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -898716.500000 Penalty: 4518.378906
	Iteration 25Q: 3 clusters Score -898716.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -898731.125000 Penalty: 4518.378906
	Iteration 26Q: 3 clusters Score -898731.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -898745.062500 Penalty: 4518.378906
	Iteration 27Q: 3 clusters Score -898745.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -898752.500000 Penalty: 4518.378906
	Iteration 28Q: 3 clusters Score -898752.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -898755.250000 Penalty: 4518.378906
	Iteration 29Q: 3 clusters Score -898755.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -898757.562500 Penalty: 4518.378906
	Iteration 30Q: 3 clusters Score -898757.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -898761.125000 Penalty: 4518.378906
	Iteration 31Q: 3 clusters Score -898761.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -898765.562500 Penalty: 4518.378906
	Iteration 32Q: 3 clusters Score -898765.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -898768.437500 Penalty: 4518.378906
	Iteration 33Q: 3 clusters Score -898768.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -898772.250000 Penalty: 4518.378906
	Iteration 34Q: 3 clusters Score -898772.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -898774.687500 Penalty: 4518.378906
	Iteration 35Q: 3 clusters Score -898774.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -898776.875000 Penalty: 4518.378906
	Iteration 36Q: 3 clusters Score -898776.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7708 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -898778.312500 Penalty: 4518.378906
	Iteration 37Q: 3 clusters Score -898778.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -898782.000000 Penalty: 4518.378906
	Iteration 38Q: 3 clusters Score -898782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -898782.750000 Penalty: 4518.378906
	Iteration 39Q: 3 clusters Score -898782.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7711 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -898782.812500 Penalty: 4518.378906
	Iteration 40F: 3 clusters Score -898782.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -898782.500000 Penalty: 4518.378906
	Iteration 41Q: 3 clusters Score -898782.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -898784.000000 Penalty: 4518.378906
	Iteration 42Q: 3 clusters Score -898784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -898785.312500 Penalty: 4518.378906
	Iteration 43Q: 3 clusters Score -898785.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -898784.750000 Penalty: 4518.378906
	Iteration 44Q: 3 clusters Score -898784.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -898784.937500 Penalty: 4518.378906
	Iteration 45Q: 3 clusters Score -898784.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -898785.687500 Penalty: 4518.378906
	Iteration 46Q: 3 clusters Score -898785.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -898785.687500 Penalty: 4518.378906
	Iteration 47Q: 3 clusters Score -898785.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -898785.687500 Penalty: 4518.378906
	Iteration 48F: 3 clusters Score -898785.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (36087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36087 members 
Entering Unmasked Estep 
Score: -4285741.000000 Penalty: 2602.434570
	Iteration 0F: 2 clusters Score -4285741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -4261207.000000 Penalty: 5204.869141
	Iteration 0F: 3 clusters Score -4261207 nChanged 16385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -4270344.500000 Penalty: 5204.869141
	Iteration 1F: 3 clusters Score -4270344 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -4271191.500000 Penalty: 5204.869141
	Iteration 2F: 3 clusters Score -4271192 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22236 members 
Mstep: Class 2 contains 13851 members 
Entering Unmasked Estep 
Score: -4272298.000000 Penalty: 5204.869141
	Iteration 3F: 3 clusters Score -4272298 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24109 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -4273814.500000 Penalty: 5204.869141
	Iteration 4F: 3 clusters Score -4273814 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4275910.000000 Penalty: 5204.869141
	Iteration 5F: 3 clusters Score -4275910 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -4278217.500000 Penalty: 5204.869141
	Iteration 6F: 3 clusters Score -4278218 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -4280370.000000 Penalty: 5204.869141
	Iteration 7F: 3 clusters Score -4280370 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31923 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -4281900.000000 Penalty: 5204.869141
	Iteration 8Q: 3 clusters Score -4281900 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32481 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -4282711.500000 Penalty: 5204.869141
	Iteration 9Q: 3 clusters Score -4282712 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -4283041.500000 Penalty: 5204.869141
	Iteration 10Q: 3 clusters Score -4283042 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33030 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -4283179.500000 Penalty: 5204.869141
	Iteration 11Q: 3 clusters Score -4283180 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33205 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -4283286.000000 Penalty: 5204.869141
	Iteration 12Q: 3 clusters Score -4283286 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -4283338.000000 Penalty: 5204.869141
	Iteration 13Q: 3 clusters Score -4283338 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -4283372.500000 Penalty: 5204.869141
	Iteration 14Q: 3 clusters Score -4283372 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33575 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -4283407.500000 Penalty: 5204.869141
	Iteration 15Q: 3 clusters Score -4283408 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -4283420.000000 Penalty: 5204.869141
	Iteration 16Q: 3 clusters Score -4283420 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33736 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -4283441.000000 Penalty: 5204.869141
	Iteration 17Q: 3 clusters Score -4283441 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33795 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -4283462.000000 Penalty: 5204.869141
	Iteration 18Q: 3 clusters Score -4283462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33838 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -4283477.000000 Penalty: 5204.869141
	Iteration 19Q: 3 clusters Score -4283477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -4283503.500000 Penalty: 5204.869141
	Iteration 20F: 3 clusters Score -4283504 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4283508.000000 Penalty: 5204.869141
	Iteration 21Q: 3 clusters Score -4283508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4283522.000000 Penalty: 5204.869141
	Iteration 22Q: 3 clusters Score -4283522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -4283525.000000 Penalty: 5204.869141
	Iteration 23Q: 3 clusters Score -4283525 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -4283530.500000 Penalty: 5204.869141
	Iteration 24Q: 3 clusters Score -4283530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34040 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -4283533.500000 Penalty: 5204.869141
	Iteration 25Q: 3 clusters Score -4283534 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34060 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -4283547.500000 Penalty: 5204.869141
	Iteration 26Q: 3 clusters Score -4283548 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -4283544.000000 Penalty: 5204.869141
	Iteration 27Q: 3 clusters Score -4283544 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -4283550.000000 Penalty: 5204.869141
	Iteration 28Q: 3 clusters Score -4283550 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34131 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -4283550.500000 Penalty: 5204.869141
	Iteration 29Q: 3 clusters Score -4283550 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34154 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -4283566.000000 Penalty: 5204.869141
	Iteration 30Q: 3 clusters Score -4283566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4283580.500000 Penalty: 5204.869141
	Iteration 31Q: 3 clusters Score -4283580 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34219 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -4283590.000000 Penalty: 5204.869141
	Iteration 32Q: 3 clusters Score -4283590 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34250 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4283595.500000 Penalty: 5204.869141
	Iteration 33Q: 3 clusters Score -4283596 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -4283595.000000 Penalty: 5204.869141
	Iteration 34Q: 3 clusters Score -4283595 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34301 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4283594.000000 Penalty: 5204.869141
	Iteration 35Q: 3 clusters Score -4283594 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34313 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4283602.000000 Penalty: 5204.869141
	Iteration 36Q: 3 clusters Score -4283602 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4283609.000000 Penalty: 5204.869141
	Iteration 37Q: 3 clusters Score -4283609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -4283615.000000 Penalty: 5204.869141
	Iteration 38Q: 3 clusters Score -4283615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -4283612.500000 Penalty: 5204.869141
	Iteration 39Q: 3 clusters Score -4283612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34348 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -4283623.500000 Penalty: 5204.869141
	Iteration 40F: 3 clusters Score -4283624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -4283623.000000 Penalty: 5204.869141
	Iteration 41Q: 3 clusters Score -4283623 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4283631.000000 Penalty: 5204.869141
	Iteration 42Q: 3 clusters Score -4283631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -4283632.500000 Penalty: 5204.869141
	Iteration 43Q: 3 clusters Score -4283632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34394 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -4283630.000000 Penalty: 5204.869141
	Iteration 44Q: 3 clusters Score -4283630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34403 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4283633.500000 Penalty: 5204.869141
	Iteration 45Q: 3 clusters Score -4283634 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4283641.500000 Penalty: 5204.869141
	Iteration 46Q: 3 clusters Score -4283642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -4283645.000000 Penalty: 5204.869141
	Iteration 47Q: 3 clusters Score -4283645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34429 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -4283644.000000 Penalty: 5204.869141
	Iteration 48Q: 3 clusters Score -4283644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4283645.500000 Penalty: 5204.869141
	Iteration 49Q: 3 clusters Score -4283646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4283647.500000 Penalty: 5204.869141
	Iteration 50Q: 3 clusters Score -4283648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4283646.000000 Penalty: 5204.869141
	Iteration 51Q: 3 clusters Score -4283646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4283643.000000 Penalty: 5204.869141
	Iteration 52Q: 3 clusters Score -4283643 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4283646.000000 Penalty: 5204.869141
	Iteration 53Q: 3 clusters Score -4283646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34487 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -4283658.000000 Penalty: 5204.869141
	Iteration 54Q: 3 clusters Score -4283658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34501 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -4283664.000000 Penalty: 5204.869141
	Iteration 55Q: 3 clusters Score -4283664 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -4283662.500000 Penalty: 5204.869141
	Iteration 56Q: 3 clusters Score -4283662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -4283665.000000 Penalty: 5204.869141
	Iteration 57Q: 3 clusters Score -4283665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4283669.000000 Penalty: 5204.869141
	Iteration 58Q: 3 clusters Score -4283669 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -4283669.000000 Penalty: 5204.869141
	Iteration 59F: 3 clusters Score -4283669 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34716 members 
Entering Unmasked Estep 
Score: -3883256.000000 Penalty: 2592.829102
	Iteration 0F: 2 clusters Score -3883256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -3859538.500000 Penalty: 5185.658203
	Iteration 0F: 3 clusters Score -3859538 nChanged 15792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -3868269.500000 Penalty: 5185.658203
	Iteration 1F: 3 clusters Score -3868270 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -3868847.500000 Penalty: 5185.658203
	Iteration 2Q: 3 clusters Score -3868848 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -3869392.500000 Penalty: 5185.658203
	Iteration 3Q: 3 clusters Score -3869392 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16281 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -3869911.000000 Penalty: 5185.658203
	Iteration 4Q: 3 clusters Score -3869911 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15710 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -3870549.750000 Penalty: 5185.658203
	Iteration 5Q: 3 clusters Score -3870550 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -3871264.750000 Penalty: 5185.658203
	Iteration 6Q: 3 clusters Score -3871265 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13937 members 
Mstep: Class 2 contains 20779 members 
Entering Unmasked Estep 
Score: -3872098.250000 Penalty: 5185.658203
	Iteration 7Q: 3 clusters Score -3872098 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -3873077.750000 Penalty: 5185.658203
	Iteration 8F: 3 clusters Score -3873078 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -3874024.750000 Penalty: 5185.658203
	Iteration 9Q: 3 clusters Score -3874025 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -3875051.000000 Penalty: 5185.658203
	Iteration 10Q: 3 clusters Score -3875051 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -3876014.000000 Penalty: 5185.658203
	Iteration 11Q: 3 clusters Score -3876014 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
Score: -3876816.500000 Penalty: 5185.658203
	Iteration 12Q: 3 clusters Score -3876816 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -3877486.250000 Penalty: 5185.658203
	Iteration 13Q: 3 clusters Score -3877486 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -3877967.000000 Penalty: 5185.658203
	Iteration 14Q: 3 clusters Score -3877967 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -3878384.750000 Penalty: 5185.658203
	Iteration 15Q: 3 clusters Score -3878385 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -3878773.750000 Penalty: 5185.658203
	Iteration 16Q: 3 clusters Score -3878774 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -3879075.000000 Penalty: 5185.658203
	Iteration 17Q: 3 clusters Score -3879075 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 30047 members 
Entering Unmasked Estep 
Score: -3879337.750000 Penalty: 5185.658203
	Iteration 18Q: 3 clusters Score -3879338 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -3879590.500000 Penalty: 5185.658203
	Iteration 19Q: 3 clusters Score -3879590 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -3879820.750000 Penalty: 5185.658203
	Iteration 20F: 3 clusters Score -3879821 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 31329 members 
Entering Unmasked Estep 
Score: -3880058.000000 Penalty: 5185.658203
	Iteration 21Q: 3 clusters Score -3880058 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -3880259.500000 Penalty: 5185.658203
	Iteration 22Q: 3 clusters Score -3880260 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -3880430.750000 Penalty: 5185.658203
	Iteration 23Q: 3 clusters Score -3880431 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -3880615.000000 Penalty: 5185.658203
	Iteration 24Q: 3 clusters Score -3880615 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -3880749.500000 Penalty: 5185.658203
	Iteration 25Q: 3 clusters Score -3880750 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -3880879.500000 Penalty: 5185.658203
	Iteration 26Q: 3 clusters Score -3880880 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -3881007.250000 Penalty: 5185.658203
	Iteration 27Q: 3 clusters Score -3881007 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 33036 members 
Entering Unmasked Estep 
Score: -3881110.250000 Penalty: 5185.658203
	Iteration 28Q: 3 clusters Score -3881110 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 33139 members 
Entering Unmasked Estep 
Score: -3881190.000000 Penalty: 5185.658203
	Iteration 29Q: 3 clusters Score -3881190 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -3881282.750000 Penalty: 5185.658203
	Iteration 30Q: 3 clusters Score -3881283 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 33282 members 
Entering Unmasked Estep 
Score: -3881409.000000 Penalty: 5185.658203
	Iteration 31Q: 3 clusters Score -3881409 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 33344 members 
Entering Unmasked Estep 
Score: -3881544.750000 Penalty: 5185.658203
	Iteration 32Q: 3 clusters Score -3881545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -3881647.750000 Penalty: 5185.658203
	Iteration 33Q: 3 clusters Score -3881648 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 33386 members 
Entering Unmasked Estep 
Score: -3881713.250000 Penalty: 5185.658203
	Iteration 34Q: 3 clusters Score -3881713 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 33384 members 
Entering Unmasked Estep 
Score: -3881771.500000 Penalty: 5185.658203
	Iteration 35Q: 3 clusters Score -3881772 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 33387 members 
Entering Unmasked Estep 
Score: -3881828.500000 Penalty: 5185.658203
	Iteration 36Q: 3 clusters Score -3881828 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 33380 members 
Entering Unmasked Estep 
Score: -3881859.250000 Penalty: 5185.658203
	Iteration 37Q: 3 clusters Score -3881859 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 33375 members 
Entering Unmasked Estep 
Score: -3881889.000000 Penalty: 5185.658203
	Iteration 38Q: 3 clusters Score -3881889 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 33359 members 
Entering Unmasked Estep 
Score: -3881895.750000 Penalty: 5185.658203
	Iteration 39Q: 3 clusters Score -3881896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -3881916.500000 Penalty: 5185.658203
	Iteration 40F: 3 clusters Score -3881916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 33338 members 
Entering Unmasked Estep 
Score: -3881942.250000 Penalty: 5185.658203
	Iteration 41Q: 3 clusters Score -3881942 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 33331 members 
Entering Unmasked Estep 
Score: -3881944.000000 Penalty: 5185.658203
	Iteration 42Q: 3 clusters Score -3881944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -3881948.500000 Penalty: 5185.658203
	Iteration 43Q: 3 clusters Score -3881948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -3881955.250000 Penalty: 5185.658203
	Iteration 44Q: 3 clusters Score -3881955 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 33324 members 
Entering Unmasked Estep 
Score: -3881956.750000 Penalty: 5185.658203
	Iteration 45Q: 3 clusters Score -3881957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 33322 members 
Entering Unmasked Estep 
Score: -3881953.750000 Penalty: 5185.658203
	Iteration 46Q: 3 clusters Score -3881954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 33320 members 
Entering Unmasked Estep 
Score: -3881953.000000 Penalty: 5185.658203
	Iteration 47Q: 3 clusters Score -3881953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -3881953.250000 Penalty: 5185.658203
	Iteration 48Q: 3 clusters Score -3881953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 33306 members 
Entering Unmasked Estep 
Score: -3881959.000000 Penalty: 5185.658203
	Iteration 49Q: 3 clusters Score -3881959 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -3881957.750000 Penalty: 5185.658203
	Iteration 50Q: 3 clusters Score -3881958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
Score: -3881962.750000 Penalty: 5185.658203
	Iteration 51Q: 3 clusters Score -3881963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 33299 members 
Entering Unmasked Estep 
Score: -3881959.250000 Penalty: 5185.658203
	Iteration 52Q: 3 clusters Score -3881959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -3881958.750000 Penalty: 5185.658203
	Iteration 53Q: 3 clusters Score -3881959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -3881959.500000 Penalty: 5185.658203
	Iteration 54Q: 3 clusters Score -3881960 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -3881959.500000 Penalty: 5185.658203
	Iteration 55F: 3 clusters Score -3881960 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Entering Unmasked Estep 
Score: -6255708.000000 Penalty: 2695.239746
	Iteration 0F: 2 clusters Score -6255708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -6220660.500000 Penalty: 5390.479492
	Iteration 0F: 3 clusters Score -6220660 nChanged 24183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -6233871.500000 Penalty: 5390.479492
	Iteration 1F: 3 clusters Score -6233872 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -6234654.000000 Penalty: 5390.479492
	Iteration 2Q: 3 clusters Score -6234654 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -6235591.500000 Penalty: 5390.479492
	Iteration 3Q: 3 clusters Score -6235592 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30690 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -6236843.000000 Penalty: 5390.479492
	Iteration 4Q: 3 clusters Score -6236843 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32360 members 
Mstep: Class 2 contains 20105 members 
Entering Unmasked Estep 
Score: -6238432.000000 Penalty: 5390.479492
	Iteration 5F: 3 clusters Score -6238432 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -6240186.000000 Penalty: 5390.479492
	Iteration 6F: 3 clusters Score -6240186 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -6242206.500000 Penalty: 5390.479492
	Iteration 7F: 3 clusters Score -6242206 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38912 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -6244124.500000 Penalty: 5390.479492
	Iteration 8F: 3 clusters Score -6244124 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 11188 members 
Entering Unmasked Estep 
Score: -6245992.500000 Penalty: 5390.479492
	Iteration 9F: 3 clusters Score -6245992 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -6247658.000000 Penalty: 5390.479492
	Iteration 10Q: 3 clusters Score -6247658 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45315 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -6249055.000000 Penalty: 5390.479492
	Iteration 11Q: 3 clusters Score -6249055 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46876 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -6250167.500000 Penalty: 5390.479492
	Iteration 12Q: 3 clusters Score -6250168 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48169 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -6251049.000000 Penalty: 5390.479492
	Iteration 13Q: 3 clusters Score -6251049 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49181 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -6251734.500000 Penalty: 5390.479492
	Iteration 14Q: 3 clusters Score -6251734 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49938 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6252224.500000 Penalty: 5390.479492
	Iteration 15Q: 3 clusters Score -6252224 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -6252589.000000 Penalty: 5390.479492
	Iteration 16Q: 3 clusters Score -6252589 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -6252815.000000 Penalty: 5390.479492
	Iteration 17Q: 3 clusters Score -6252815 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51079 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -6252966.000000 Penalty: 5390.479492
	Iteration 18Q: 3 clusters Score -6252966 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51255 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -6253076.000000 Penalty: 5390.479492
	Iteration 19Q: 3 clusters Score -6253076 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51387 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -6253161.000000 Penalty: 5390.479492
	Iteration 20F: 3 clusters Score -6253161 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51499 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -6253231.500000 Penalty: 5390.479492
	Iteration 21Q: 3 clusters Score -6253232 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -6253290.500000 Penalty: 5390.479492
	Iteration 22Q: 3 clusters Score -6253290 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51632 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -6253317.500000 Penalty: 5390.479492
	Iteration 23Q: 3 clusters Score -6253318 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51673 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -6253344.500000 Penalty: 5390.479492
	Iteration 24Q: 3 clusters Score -6253344 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51704 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6253360.000000 Penalty: 5390.479492
	Iteration 25Q: 3 clusters Score -6253360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51728 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6253378.000000 Penalty: 5390.479492
	Iteration 26Q: 3 clusters Score -6253378 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51749 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6253388.500000 Penalty: 5390.479492
	Iteration 27Q: 3 clusters Score -6253388 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51777 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6253403.000000 Penalty: 5390.479492
	Iteration 28Q: 3 clusters Score -6253403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51797 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6253420.000000 Penalty: 5390.479492
	Iteration 29Q: 3 clusters Score -6253420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51808 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6253426.000000 Penalty: 5390.479492
	Iteration 30Q: 3 clusters Score -6253426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51818 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6253429.000000 Penalty: 5390.479492
	Iteration 31Q: 3 clusters Score -6253429 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51828 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6253436.500000 Penalty: 5390.479492
	Iteration 32Q: 3 clusters Score -6253436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51836 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6253440.500000 Penalty: 5390.479492
	Iteration 33Q: 3 clusters Score -6253440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51841 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6253442.500000 Penalty: 5390.479492
	Iteration 34Q: 3 clusters Score -6253442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51847 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -6253449.500000 Penalty: 5390.479492
	Iteration 35Q: 3 clusters Score -6253450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51850 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6253450.500000 Penalty: 5390.479492
	Iteration 36Q: 3 clusters Score -6253450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6253447.500000 Penalty: 5390.479492
	Iteration 37Q: 3 clusters Score -6253448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6253447.500000 Penalty: 5390.479492
	Iteration 38F: 3 clusters Score -6253448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -205730.718750 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -205730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -203138.343750 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -203138.3 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -203599.500000 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -203599.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203783.437500 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -203783.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -203952.328125 Penalty: 3755.961426
	Iteration 3F: 3 clusters Score -203952.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -204144.140625 Penalty: 3755.961426
	Iteration 4F: 3 clusters Score -204144.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -204414.015625 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -204414 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -204680.984375 Penalty: 3755.961426
	Iteration 6F: 3 clusters Score -204681 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -204785.593750 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -204785.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -204866.453125 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -204866.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -204935.703125 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -204935.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -205009.500000 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -205009.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -205069.453125 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -205069.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -205105.609375 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -205105.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -205121.828125 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -205121.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -205140.203125 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -205140.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -205152.843750 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -205152.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -205165.734375 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -205165.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -205181.125000 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -205181.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -205192.687500 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -205192.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -205201.156250 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -205201.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -205213.703125 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -205213.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -205227.656250 Penalty: 3755.961426
	Iteration 21Q: 3 clusters Score -205227.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -205240.015625 Penalty: 3755.961426
	Iteration 22Q: 3 clusters Score -205240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -205259.593750 Penalty: 3755.961426
	Iteration 23Q: 3 clusters Score -205259.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -205288.046875 Penalty: 3755.961426
	Iteration 24Q: 3 clusters Score -205288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -205311.421875 Penalty: 3755.961426
	Iteration 25Q: 3 clusters Score -205311.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -205324.640625 Penalty: 3755.961426
	Iteration 26Q: 3 clusters Score -205324.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -205334.500000 Penalty: 3755.961426
	Iteration 27Q: 3 clusters Score -205334.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -205350.937500 Penalty: 3755.961426
	Iteration 28Q: 3 clusters Score -205350.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -205363.062500 Penalty: 3755.961426
	Iteration 29Q: 3 clusters Score -205363.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -205384.656250 Penalty: 3755.961426
	Iteration 30Q: 3 clusters Score -205384.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -205416.343750 Penalty: 3755.961426
	Iteration 31Q: 3 clusters Score -205416.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -205433.796875 Penalty: 3755.961426
	Iteration 32Q: 3 clusters Score -205433.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -205456.531250 Penalty: 3755.961426
	Iteration 33Q: 3 clusters Score -205456.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -205492.296875 Penalty: 3755.961426
	Iteration 34Q: 3 clusters Score -205492.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -205548.828125 Penalty: 3755.961426
	Iteration 35Q: 3 clusters Score -205548.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -205611.671875 Penalty: 3755.961426
	Iteration 36Q: 3 clusters Score -205611.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -205660.609375 Penalty: 3755.961426
	Iteration 37Q: 3 clusters Score -205660.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -205684.218750 Penalty: 3755.961426
	Iteration 38Q: 3 clusters Score -205684.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -205695.625000 Penalty: 3755.961426
	Iteration 39Q: 3 clusters Score -205695.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -205696.312500 Penalty: 3755.961426
	Iteration 40F: 3 clusters Score -205696.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (90368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90368 members 
Entering Unmasked Estep 
Score: -10344912.000000 Penalty: 2830.088135
	Iteration 0F: 2 clusters Score -1.034491e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44911 members 
Mstep: Class 2 contains 45457 members 
Entering Unmasked Estep 
Score: -10284504.000000 Penalty: 5660.176270
	Iteration 0F: 3 clusters Score -1.02845e+07 nChanged 42602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42345 members 
Mstep: Class 2 contains 48023 members 
Entering Unmasked Estep 
Score: -10308807.000000 Penalty: 5660.176270
	Iteration 1F: 3 clusters Score -1.030881e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 49637 members 
Entering Unmasked Estep 
Score: -10309623.000000 Penalty: 5660.176270
	Iteration 2Q: 3 clusters Score -1.030962e+07 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38366 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -10310871.000000 Penalty: 5660.176270
	Iteration 3Q: 3 clusters Score -1.031087e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34939 members 
Mstep: Class 2 contains 55429 members 
Entering Unmasked Estep 
Score: -10312683.000000 Penalty: 5660.176270
	Iteration 4Q: 3 clusters Score -1.031268e+07 nChanged 5109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 60272 members 
Entering Unmasked Estep 
Score: -10315551.000000 Penalty: 5660.176270
	Iteration 5F: 3 clusters Score -1.031555e+07 nChanged 6631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23561 members 
Mstep: Class 2 contains 66807 members 
Entering Unmasked Estep 
Score: -10320476.000000 Penalty: 5660.176270
	Iteration 6F: 3 clusters Score -1.032048e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 74647 members 
Entering Unmasked Estep 
Score: -10327384.000000 Penalty: 5660.176270
	Iteration 7F: 3 clusters Score -1.032738e+07 nChanged 7428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 82071 members 
Entering Unmasked Estep 
Score: -10334561.000000 Penalty: 5660.176270
	Iteration 8F: 3 clusters Score -1.033456e+07 nChanged 4982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 87051 members 
Entering Unmasked Estep 
Score: -10339478.000000 Penalty: 5660.176270
	Iteration 9F: 3 clusters Score -1.033948e+07 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 89172 members 
Entering Unmasked Estep 
Score: -10341434.000000 Penalty: 5660.176270
	Iteration 10Q: 3 clusters Score -1.034143e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 89850 members 
Entering Unmasked Estep 
Score: -10342038.000000 Penalty: 5660.176270
	Iteration 11Q: 3 clusters Score -1.034204e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 90019 members 
Entering Unmasked Estep 
Score: -10342211.000000 Penalty: 5660.176270
	Iteration 12Q: 3 clusters Score -1.034221e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 90072 members 
Entering Unmasked Estep 
Score: -10342288.000000 Penalty: 5660.176270
	Iteration 13Q: 3 clusters Score -1.034229e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 90098 members 
Entering Unmasked Estep 
Score: -10342338.000000 Penalty: 5660.176270
	Iteration 14Q: 3 clusters Score -1.034234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 90110 members 
Entering Unmasked Estep 
Score: -10342349.000000 Penalty: 5660.176270
	Iteration 15Q: 3 clusters Score -1.034235e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 90112 members 
Entering Unmasked Estep 
Score: -10342379.000000 Penalty: 5660.176270
	Iteration 16Q: 3 clusters Score -1.034238e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 90116 members 
Entering Unmasked Estep 
Score: -10342389.000000 Penalty: 5660.176270
	Iteration 17Q: 3 clusters Score -1.034239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 90124 members 
Entering Unmasked Estep 
Score: -10342408.000000 Penalty: 5660.176270
	Iteration 18Q: 3 clusters Score -1.034241e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 90127 members 
Entering Unmasked Estep 
Score: -10342418.000000 Penalty: 5660.176270
	Iteration 19Q: 3 clusters Score -1.034242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 90130 members 
Entering Unmasked Estep 
Score: -10342416.000000 Penalty: 5660.176270
	Iteration 20F: 3 clusters Score -1.034242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 90132 members 
Entering Unmasked Estep 
Score: -10342423.000000 Penalty: 5660.176270
	Iteration 21Q: 3 clusters Score -1.034242e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 90131 members 
Entering Unmasked Estep 
Score: -10342419.000000 Penalty: 5660.176270
	Iteration 22Q: 3 clusters Score -1.034242e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 90131 members 
Entering Unmasked Estep 
Score: -10342419.000000 Penalty: 5660.176270
	Iteration 23F: 3 clusters Score -1.034242e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Entering Unmasked Estep 
Score: -2216818.750000 Penalty: 2453.171387
	Iteration 0F: 2 clusters Score -2216819 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2202952.000000 Penalty: 4906.342773
	Iteration 0F: 3 clusters Score -2202952 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -2207407.500000 Penalty: 4906.342773
	Iteration 1F: 3 clusters Score -2207408 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2207812.500000 Penalty: 4906.342773
	Iteration 2F: 3 clusters Score -2207812 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2208179.500000 Penalty: 4906.342773
	Iteration 3Q: 3 clusters Score -2208180 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 9147 members 
Entering Unmasked Estep 
Score: -2208560.250000 Penalty: 4906.342773
	Iteration 4Q: 3 clusters Score -2208560 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2208956.250000 Penalty: 4906.342773
	Iteration 5Q: 3 clusters Score -2208956 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11178 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2209393.750000 Penalty: 4906.342773
	Iteration 6Q: 3 clusters Score -2209394 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2209911.750000 Penalty: 4906.342773
	Iteration 7Q: 3 clusters Score -2209912 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -2210507.250000 Penalty: 4906.342773
	Iteration 8Q: 3 clusters Score -2210507 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2211130.500000 Penalty: 4906.342773
	Iteration 9Q: 3 clusters Score -2211130 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -2211736.750000 Penalty: 4906.342773
	Iteration 10Q: 3 clusters Score -2211737 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2212273.000000 Penalty: 4906.342773
	Iteration 11Q: 3 clusters Score -2212273 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -2212687.250000 Penalty: 4906.342773
	Iteration 12Q: 3 clusters Score -2212687 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -2212969.000000 Penalty: 4906.342773
	Iteration 13Q: 3 clusters Score -2212969 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -2213217.000000 Penalty: 4906.342773
	Iteration 14Q: 3 clusters Score -2213217 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -2213400.000000 Penalty: 4906.342773
	Iteration 15Q: 3 clusters Score -2213400 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2213587.500000 Penalty: 4906.342773
	Iteration 16Q: 3 clusters Score -2213588 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15517 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -2213742.750000 Penalty: 4906.342773
	Iteration 17Q: 3 clusters Score -2213743 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15754 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2213888.250000 Penalty: 4906.342773
	Iteration 18Q: 3 clusters Score -2213888 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -2214038.250000 Penalty: 4906.342773
	Iteration 19Q: 3 clusters Score -2214038 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -2214163.250000 Penalty: 4906.342773
	Iteration 20F: 3 clusters Score -2214163 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16319 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -2214261.000000 Penalty: 4906.342773
	Iteration 21Q: 3 clusters Score -2214261 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2214353.000000 Penalty: 4906.342773
	Iteration 22Q: 3 clusters Score -2214353 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16597 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -2214420.750000 Penalty: 4906.342773
	Iteration 23Q: 3 clusters Score -2214421 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2214469.000000 Penalty: 4906.342773
	Iteration 24Q: 3 clusters Score -2214469 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2214515.250000 Penalty: 4906.342773
	Iteration 25Q: 3 clusters Score -2214515 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2214536.000000 Penalty: 4906.342773
	Iteration 26Q: 3 clusters Score -2214536 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2214567.500000 Penalty: 4906.342773
	Iteration 27Q: 3 clusters Score -2214568 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2214590.000000 Penalty: 4906.342773
	Iteration 28Q: 3 clusters Score -2214590 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -2214607.500000 Penalty: 4906.342773
	Iteration 29Q: 3 clusters Score -2214608 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -2214619.750000 Penalty: 4906.342773
	Iteration 30Q: 3 clusters Score -2214620 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -2214630.750000 Penalty: 4906.342773
	Iteration 31Q: 3 clusters Score -2214631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -2214639.500000 Penalty: 4906.342773
	Iteration 32Q: 3 clusters Score -2214640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17222 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2214639.750000 Penalty: 4906.342773
	Iteration 33Q: 3 clusters Score -2214640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -2214641.250000 Penalty: 4906.342773
	Iteration 34Q: 3 clusters Score -2214641 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2214641.000000 Penalty: 4906.342773
	Iteration 35Q: 3 clusters Score -2214641 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -2214648.250000 Penalty: 4906.342773
	Iteration 36Q: 3 clusters Score -2214648 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -2214650.250000 Penalty: 4906.342773
	Iteration 37Q: 3 clusters Score -2214650 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2214658.750000 Penalty: 4906.342773
	Iteration 38Q: 3 clusters Score -2214659 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -2214663.000000 Penalty: 4906.342773
	Iteration 39Q: 3 clusters Score -2214663 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2214673.250000 Penalty: 4906.342773
	Iteration 40F: 3 clusters Score -2214673 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2214678.750000 Penalty: 4906.342773
	Iteration 41Q: 3 clusters Score -2214679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -2214677.500000 Penalty: 4906.342773
	Iteration 42Q: 3 clusters Score -2214678 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -2214677.250000 Penalty: 4906.342773
	Iteration 43Q: 3 clusters Score -2214677 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -2214682.750000 Penalty: 4906.342773
	Iteration 44Q: 3 clusters Score -2214683 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -2214687.750000 Penalty: 4906.342773
	Iteration 45Q: 3 clusters Score -2214688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2214690.000000 Penalty: 4906.342773
	Iteration 46Q: 3 clusters Score -2214690 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2214689.250000 Penalty: 4906.342773
	Iteration 47Q: 3 clusters Score -2214689 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2214696.250000 Penalty: 4906.342773
	Iteration 48Q: 3 clusters Score -2214696 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2214701.250000 Penalty: 4906.342773
	Iteration 49Q: 3 clusters Score -2214701 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2214703.000000 Penalty: 4906.342773
	Iteration 50Q: 3 clusters Score -2214703 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17546 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2214713.500000 Penalty: 4906.342773
	Iteration 51Q: 3 clusters Score -2214714 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2214716.000000 Penalty: 4906.342773
	Iteration 52Q: 3 clusters Score -2214716 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2214720.250000 Penalty: 4906.342773
	Iteration 53Q: 3 clusters Score -2214720 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2214725.250000 Penalty: 4906.342773
	Iteration 54Q: 3 clusters Score -2214725 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -2214733.500000 Penalty: 4906.342773
	Iteration 55Q: 3 clusters Score -2214734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2214742.250000 Penalty: 4906.342773
	Iteration 56Q: 3 clusters Score -2214742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2214745.250000 Penalty: 4906.342773
	Iteration 57Q: 3 clusters Score -2214745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -2214747.250000 Penalty: 4906.342773
	Iteration 58Q: 3 clusters Score -2214747 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17675 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -2214749.500000 Penalty: 4906.342773
	Iteration 59Q: 3 clusters Score -2214750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2214752.750000 Penalty: 4906.342773
	Iteration 60F: 3 clusters Score -2214753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17696 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2214754.750000 Penalty: 4906.342773
	Iteration 61Q: 3 clusters Score -2214755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17706 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2214755.750000 Penalty: 4906.342773
	Iteration 62Q: 3 clusters Score -2214756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2214757.250000 Penalty: 4906.342773
	Iteration 63Q: 3 clusters Score -2214757 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -2214757.250000 Penalty: 4906.342773
	Iteration 64Q: 3 clusters Score -2214757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2214757.500000 Penalty: 4906.342773
	Iteration 65Q: 3 clusters Score -2214758 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2214759.000000 Penalty: 4906.342773
	Iteration 66Q: 3 clusters Score -2214759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2214758.250000 Penalty: 4906.342773
	Iteration 67Q: 3 clusters Score -2214758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -2214761.250000 Penalty: 4906.342773
	Iteration 68Q: 3 clusters Score -2214761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2214760.000000 Penalty: 4906.342773
	Iteration 69Q: 3 clusters Score -2214760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2214765.250000 Penalty: 4906.342773
	Iteration 70Q: 3 clusters Score -2214765 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2214767.000000 Penalty: 4906.342773
	Iteration 71Q: 3 clusters Score -2214767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2214769.500000 Penalty: 4906.342773
	Iteration 72Q: 3 clusters Score -2214770 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2214773.750000 Penalty: 4906.342773
	Iteration 73Q: 3 clusters Score -2214774 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2214771.250000 Penalty: 4906.342773
	Iteration 74Q: 3 clusters Score -2214771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2214776.250000 Penalty: 4906.342773
	Iteration 75Q: 3 clusters Score -2214776 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2214776.750000 Penalty: 4906.342773
	Iteration 76Q: 3 clusters Score -2214777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2214780.500000 Penalty: 4906.342773
	Iteration 77Q: 3 clusters Score -2214780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -2214786.500000 Penalty: 4906.342773
	Iteration 78Q: 3 clusters Score -2214786 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2214785.500000 Penalty: 4906.342773
	Iteration 79Q: 3 clusters Score -2214786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -2214783.000000 Penalty: 4906.342773
	Iteration 80F: 3 clusters Score -2214783 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17884 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2214793.000000 Penalty: 4906.342773
	Iteration 81Q: 3 clusters Score -2214793 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -2214793.500000 Penalty: 4906.342773
	Iteration 82Q: 3 clusters Score -2214794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17911 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2214798.500000 Penalty: 4906.342773
	Iteration 83Q: 3 clusters Score -2214798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2214802.000000 Penalty: 4906.342773
	Iteration 84Q: 3 clusters Score -2214802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2214804.750000 Penalty: 4906.342773
	Iteration 85Q: 3 clusters Score -2214805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2214802.250000 Penalty: 4906.342773
	Iteration 86Q: 3 clusters Score -2214802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -2214804.500000 Penalty: 4906.342773
	Iteration 87Q: 3 clusters Score -2214804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2214805.500000 Penalty: 4906.342773
	Iteration 88Q: 3 clusters Score -2214806 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2214806.250000 Penalty: 4906.342773
	Iteration 89Q: 3 clusters Score -2214806 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2214805.000000 Penalty: 4906.342773
	Iteration 90Q: 3 clusters Score -2214805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -2214806.250000 Penalty: 4906.342773
	Iteration 91Q: 3 clusters Score -2214806 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -2214804.250000 Penalty: 4906.342773
	Iteration 92Q: 3 clusters Score -2214804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2214806.250000 Penalty: 4906.342773
	Iteration 93Q: 3 clusters Score -2214806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2214806.250000 Penalty: 4906.342773
	Iteration 94F: 3 clusters Score -2214806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Entering Unmasked Estep 
Score: -1074075.250000 Penalty: 2330.473145
	Iteration 0F: 2 clusters Score -1074075 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1065054.625000 Penalty: 4660.946289
	Iteration 0F: 3 clusters Score -1065055 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1067918.000000 Penalty: 4660.946289
	Iteration 1F: 3 clusters Score -1067918 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1068531.125000 Penalty: 4660.946289
	Iteration 2F: 3 clusters Score -1068531 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1069390.250000 Penalty: 4660.946289
	Iteration 3F: 3 clusters Score -1069390 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1070366.125000 Penalty: 4660.946289
	Iteration 4F: 3 clusters Score -1070366 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6181 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1071401.375000 Penalty: 4660.946289
	Iteration 5F: 3 clusters Score -1071401 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1072177.375000 Penalty: 4660.946289
	Iteration 6F: 3 clusters Score -1072177 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1072681.000000 Penalty: 4660.946289
	Iteration 7F: 3 clusters Score -1072681 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1072918.750000 Penalty: 4660.946289
	Iteration 8Q: 3 clusters Score -1072919 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1073031.250000 Penalty: 4660.946289
	Iteration 9Q: 3 clusters Score -1073031 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6265 members 
Entering Unmasked Estep 
Score: -1073090.250000 Penalty: 4660.946289
	Iteration 10Q: 3 clusters Score -1073090 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1073126.125000 Penalty: 4660.946289
	Iteration 11Q: 3 clusters Score -1073126 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1073149.125000 Penalty: 4660.946289
	Iteration 12Q: 3 clusters Score -1073149 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1073159.125000 Penalty: 4660.946289
	Iteration 13Q: 3 clusters Score -1073159 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -1073167.000000 Penalty: 4660.946289
	Iteration 14Q: 3 clusters Score -1073167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -1073173.500000 Penalty: 4660.946289
	Iteration 15Q: 3 clusters Score -1073174 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1073177.625000 Penalty: 4660.946289
	Iteration 16Q: 3 clusters Score -1073178 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1073186.125000 Penalty: 4660.946289
	Iteration 17Q: 3 clusters Score -1073186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1073191.750000 Penalty: 4660.946289
	Iteration 18Q: 3 clusters Score -1073192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -1073196.500000 Penalty: 4660.946289
	Iteration 19Q: 3 clusters Score -1073196 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1073199.625000 Penalty: 4660.946289
	Iteration 20F: 3 clusters Score -1073200 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1073207.250000 Penalty: 4660.946289
	Iteration 21Q: 3 clusters Score -1073207 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1073211.625000 Penalty: 4660.946289
	Iteration 22Q: 3 clusters Score -1073212 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1073215.750000 Penalty: 4660.946289
	Iteration 23Q: 3 clusters Score -1073216 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1073218.125000 Penalty: 4660.946289
	Iteration 24Q: 3 clusters Score -1073218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1073220.500000 Penalty: 4660.946289
	Iteration 25Q: 3 clusters Score -1073220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1073222.250000 Penalty: 4660.946289
	Iteration 26Q: 3 clusters Score -1073222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1073222.625000 Penalty: 4660.946289
	Iteration 27Q: 3 clusters Score -1073223 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1073221.250000 Penalty: 4660.946289
	Iteration 28Q: 3 clusters Score -1073221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1073222.875000 Penalty: 4660.946289
	Iteration 29Q: 3 clusters Score -1073223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1073225.125000 Penalty: 4660.946289
	Iteration 30Q: 3 clusters Score -1073225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1073228.625000 Penalty: 4660.946289
	Iteration 31Q: 3 clusters Score -1073229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -1073231.125000 Penalty: 4660.946289
	Iteration 32Q: 3 clusters Score -1073231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -1073229.625000 Penalty: 4660.946289
	Iteration 33Q: 3 clusters Score -1073230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1073229.500000 Penalty: 4660.946289
	Iteration 34Q: 3 clusters Score -1073230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -1073228.875000 Penalty: 4660.946289
	Iteration 35Q: 3 clusters Score -1073229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1073230.375000 Penalty: 4660.946289
	Iteration 36Q: 3 clusters Score -1073230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1073230.250000 Penalty: 4660.946289
	Iteration 37Q: 3 clusters Score -1073230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1073229.125000 Penalty: 4660.946289
	Iteration 38Q: 3 clusters Score -1073229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1073228.250000 Penalty: 4660.946289
	Iteration 39Q: 3 clusters Score -1073228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1073229.500000 Penalty: 4660.946289
	Iteration 40F: 3 clusters Score -1073230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8794 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Entering Unmasked Estep 
Score: -989443.937500 Penalty: 2252.292725
	Iteration 0F: 2 clusters Score -989443.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -982527.250000 Penalty: 4504.585449
	Iteration 0F: 3 clusters Score -982527.2 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -984478.875000 Penalty: 4504.585449
	Iteration 1F: 3 clusters Score -984478.9 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -984789.937500 Penalty: 4504.585449
	Iteration 2F: 3 clusters Score -984789.9 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -984990.875000 Penalty: 4504.585449
	Iteration 3F: 3 clusters Score -984990.9 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 5036 members 
Entering Unmasked Estep 
Score: -985120.750000 Penalty: 4504.585449
	Iteration 4Q: 3 clusters Score -985120.8 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -985219.500000 Penalty: 4504.585449
	Iteration 5Q: 3 clusters Score -985219.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 5332 members 
Entering Unmasked Estep 
Score: -985313.812500 Penalty: 4504.585449
	Iteration 6Q: 3 clusters Score -985313.8 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -985415.000000 Penalty: 4504.585449
	Iteration 7Q: 3 clusters Score -985415 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -985534.062500 Penalty: 4504.585449
	Iteration 8Q: 3 clusters Score -985534.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -985673.562500 Penalty: 4504.585449
	Iteration 9Q: 3 clusters Score -985673.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -985805.750000 Penalty: 4504.585449
	Iteration 10Q: 3 clusters Score -985805.8 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -985955.250000 Penalty: 4504.585449
	Iteration 11Q: 3 clusters Score -985955.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -986115.375000 Penalty: 4504.585449
	Iteration 12Q: 3 clusters Score -986115.4 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -986317.437500 Penalty: 4504.585449
	Iteration 13Q: 3 clusters Score -986317.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -986526.875000 Penalty: 4504.585449
	Iteration 14Q: 3 clusters Score -986526.9 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -986713.437500 Penalty: 4504.585449
	Iteration 15Q: 3 clusters Score -986713.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -986851.000000 Penalty: 4504.585449
	Iteration 16Q: 3 clusters Score -986851 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -986966.500000 Penalty: 4504.585449
	Iteration 17Q: 3 clusters Score -986966.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -987069.000000 Penalty: 4504.585449
	Iteration 18Q: 3 clusters Score -987069 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -987148.250000 Penalty: 4504.585449
	Iteration 19Q: 3 clusters Score -987148.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -987216.562500 Penalty: 4504.585449
	Iteration 20F: 3 clusters Score -987216.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -987274.750000 Penalty: 4504.585449
	Iteration 21Q: 3 clusters Score -987274.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -987314.250000 Penalty: 4504.585449
	Iteration 22Q: 3 clusters Score -987314.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 8290 members 
Entering Unmasked Estep 
Score: -987347.562500 Penalty: 4504.585449
	Iteration 23Q: 3 clusters Score -987347.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -987374.187500 Penalty: 4504.585449
	Iteration 24Q: 3 clusters Score -987374.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -987404.062500 Penalty: 4504.585449
	Iteration 25Q: 3 clusters Score -987404.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -987428.187500 Penalty: 4504.585449
	Iteration 26Q: 3 clusters Score -987428.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -987443.500000 Penalty: 4504.585449
	Iteration 27Q: 3 clusters Score -987443.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -987450.250000 Penalty: 4504.585449
	Iteration 28Q: 3 clusters Score -987450.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -987459.250000 Penalty: 4504.585449
	Iteration 29Q: 3 clusters Score -987459.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -987462.312500 Penalty: 4504.585449
	Iteration 30Q: 3 clusters Score -987462.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -987464.500000 Penalty: 4504.585449
	Iteration 31Q: 3 clusters Score -987464.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -987468.562500 Penalty: 4504.585449
	Iteration 32Q: 3 clusters Score -987468.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -987470.062500 Penalty: 4504.585449
	Iteration 33Q: 3 clusters Score -987470.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -987472.562500 Penalty: 4504.585449
	Iteration 34Q: 3 clusters Score -987472.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -987482.812500 Penalty: 4504.585449
	Iteration 35Q: 3 clusters Score -987482.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -987487.062500 Penalty: 4504.585449
	Iteration 36Q: 3 clusters Score -987487.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -987488.750000 Penalty: 4504.585449
	Iteration 37Q: 3 clusters Score -987488.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -987495.375000 Penalty: 4504.585449
	Iteration 38Q: 3 clusters Score -987495.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -987503.062500 Penalty: 4504.585449
	Iteration 39Q: 3 clusters Score -987503.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8411 members 
Entering Unmasked Estep 
Score: -987510.312500 Penalty: 4504.585449
	Iteration 40F: 3 clusters Score -987510.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -987513.937500 Penalty: 4504.585449
	Iteration 41Q: 3 clusters Score -987513.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -987514.312500 Penalty: 4504.585449
	Iteration 42Q: 3 clusters Score -987514.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -987514.875000 Penalty: 4504.585449
	Iteration 43Q: 3 clusters Score -987514.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -987514.875000 Penalty: 4504.585449
	Iteration 44F: 3 clusters Score -987514.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (196212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196212 members 
Entering Unmasked Estep 
Score: -23197986.000000 Penalty: 3022.363770
	Iteration 0F: 2 clusters Score -2.319799e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98619 members 
Mstep: Class 2 contains 97593 members 
Entering Unmasked Estep 
Score: -23069416.000000 Penalty: 6044.727539
	Iteration 0F: 3 clusters Score -2.306942e+07 nChanged 94094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106157 members 
Mstep: Class 2 contains 90055 members 
Entering Unmasked Estep 
Score: -23125698.000000 Penalty: 6044.727539
	Iteration 1F: 3 clusters Score -2.31257e+07 nChanged 7089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110870 members 
Mstep: Class 2 contains 85342 members 
Entering Unmasked Estep 
Score: -23127824.000000 Penalty: 6044.727539
	Iteration 2Q: 3 clusters Score -2.312782e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118143 members 
Mstep: Class 2 contains 78069 members 
Entering Unmasked Estep 
Score: -23131562.000000 Penalty: 6044.727539
	Iteration 3Q: 3 clusters Score -2.313156e+07 nChanged 11471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128786 members 
Mstep: Class 2 contains 67426 members 
Entering Unmasked Estep 
Score: -23138172.000000 Penalty: 6044.727539
	Iteration 4F: 3 clusters Score -2.313817e+07 nChanged 15005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143323 members 
Mstep: Class 2 contains 52889 members 
Entering Unmasked Estep 
Score: -23149374.000000 Penalty: 6044.727539
	Iteration 5F: 3 clusters Score -2.314937e+07 nChanged 17821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160934 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -23165276.000000 Penalty: 6044.727539
	Iteration 6F: 3 clusters Score -2.316528e+07 nChanged 16213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177095 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -23180584.000000 Penalty: 6044.727539
	Iteration 7F: 3 clusters Score -2.318058e+07 nChanged 10338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187415 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -23190004.000000 Penalty: 6044.727539
	Iteration 8F: 3 clusters Score -2.319e+07 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192156 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -23193552.000000 Penalty: 6044.727539
	Iteration 9Q: 3 clusters Score -2.319355e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193998 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -23194820.000000 Penalty: 6044.727539
	Iteration 10Q: 3 clusters Score -2.319482e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194706 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -23195232.000000 Penalty: 6044.727539
	Iteration 11Q: 3 clusters Score -2.319523e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195022 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -23195468.000000 Penalty: 6044.727539
	Iteration 12Q: 3 clusters Score -2.319547e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195183 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -23195588.000000 Penalty: 6044.727539
	Iteration 13Q: 3 clusters Score -2.319559e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195281 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -23195680.000000 Penalty: 6044.727539
	Iteration 14Q: 3 clusters Score -2.319568e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195331 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -23195730.000000 Penalty: 6044.727539
	Iteration 15Q: 3 clusters Score -2.319573e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195357 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -23195742.000000 Penalty: 6044.727539
	Iteration 16Q: 3 clusters Score -2.319574e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195375 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -23195772.000000 Penalty: 6044.727539
	Iteration 17Q: 3 clusters Score -2.319577e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195393 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -23195756.000000 Penalty: 6044.727539
	Iteration 18Q: 3 clusters Score -2.319576e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195398 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -23195754.000000 Penalty: 6044.727539
	Iteration 19Q: 3 clusters Score -2.319575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195404 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -23195764.000000 Penalty: 6044.727539
	Iteration 20F: 3 clusters Score -2.319576e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195405 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -23195770.000000 Penalty: 6044.727539
	Iteration 21Q: 3 clusters Score -2.319577e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195405 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -23195762.000000 Penalty: 6044.727539
	Iteration 22Q: 3 clusters Score -2.319576e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195409 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -23195786.000000 Penalty: 6044.727539
	Iteration 23Q: 3 clusters Score -2.319579e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195414 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -23195804.000000 Penalty: 6044.727539
	Iteration 24Q: 3 clusters Score -2.31958e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195417 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -23195822.000000 Penalty: 6044.727539
	Iteration 25Q: 3 clusters Score -2.319582e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195419 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -23195812.000000 Penalty: 6044.727539
	Iteration 26Q: 3 clusters Score -2.319581e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195419 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -23195822.000000 Penalty: 6044.727539
	Iteration 27Q: 3 clusters Score -2.319582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195419 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -23195822.000000 Penalty: 6044.727539
	Iteration 28F: 3 clusters Score -2.319582e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (58265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58265 members 
Entering Unmasked Estep 
Score: -6974389.000000 Penalty: 2721.243652
	Iteration 0F: 2 clusters Score -6974389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 29012 members 
Entering Unmasked Estep 
Score: -6935321.000000 Penalty: 5442.487305
	Iteration 0F: 3 clusters Score -6935321 nChanged 27114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -6950589.500000 Penalty: 5442.487305
	Iteration 1F: 3 clusters Score -6950590 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 28477 members 
Entering Unmasked Estep 
Score: -6951199.000000 Penalty: 5442.487305
	Iteration 2Q: 3 clusters Score -6951199 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 28225 members 
Entering Unmasked Estep 
Score: -6951744.500000 Penalty: 5442.487305
	Iteration 3Q: 3 clusters Score -6951744 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30388 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -6952416.500000 Penalty: 5442.487305
	Iteration 4Q: 3 clusters Score -6952416 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -6953236.500000 Penalty: 5442.487305
	Iteration 5Q: 3 clusters Score -6953236 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -6954232.500000 Penalty: 5442.487305
	Iteration 6Q: 3 clusters Score -6954232 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31986 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -6955314.500000 Penalty: 5442.487305
	Iteration 7Q: 3 clusters Score -6955314 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32700 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -6956679.000000 Penalty: 5442.487305
	Iteration 8Q: 3 clusters Score -6956679 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 24813 members 
Entering Unmasked Estep 
Score: -6958284.000000 Penalty: 5442.487305
	Iteration 9Q: 3 clusters Score -6958284 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -6960031.000000 Penalty: 5442.487305
	Iteration 10F: 3 clusters Score -6960031 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -6961884.500000 Penalty: 5442.487305
	Iteration 11F: 3 clusters Score -6961884 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -6963524.000000 Penalty: 5442.487305
	Iteration 12Q: 3 clusters Score -6963524 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 23142 members 
Entering Unmasked Estep 
Score: -6964605.500000 Penalty: 5442.487305
	Iteration 13Q: 3 clusters Score -6964606 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -6965263.500000 Penalty: 5442.487305
	Iteration 14Q: 3 clusters Score -6965264 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -6965649.000000 Penalty: 5442.487305
	Iteration 15Q: 3 clusters Score -6965649 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -6965885.000000 Penalty: 5442.487305
	Iteration 16Q: 3 clusters Score -6965885 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -6966023.500000 Penalty: 5442.487305
	Iteration 17Q: 3 clusters Score -6966024 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -6966128.000000 Penalty: 5442.487305
	Iteration 18Q: 3 clusters Score -6966128 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -6966301.000000 Penalty: 5442.487305
	Iteration 19Q: 3 clusters Score -6966301 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -6966417.000000 Penalty: 5442.487305
	Iteration 20F: 3 clusters Score -6966417 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35503 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -6966507.000000 Penalty: 5442.487305
	Iteration 21Q: 3 clusters Score -6966507 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35598 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -6966643.500000 Penalty: 5442.487305
	Iteration 22Q: 3 clusters Score -6966644 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -6966721.500000 Penalty: 5442.487305
	Iteration 23Q: 3 clusters Score -6966722 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -6966804.500000 Penalty: 5442.487305
	Iteration 24Q: 3 clusters Score -6966804 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35804 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -6966876.000000 Penalty: 5442.487305
	Iteration 25Q: 3 clusters Score -6966876 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35929 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -6966959.000000 Penalty: 5442.487305
	Iteration 26Q: 3 clusters Score -6966959 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36066 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -6967024.000000 Penalty: 5442.487305
	Iteration 27Q: 3 clusters Score -6967024 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36244 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -6967064.000000 Penalty: 5442.487305
	Iteration 28Q: 3 clusters Score -6967064 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -6967094.500000 Penalty: 5442.487305
	Iteration 29Q: 3 clusters Score -6967094 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36564 members 
Mstep: Class 2 contains 21701 members 
Entering Unmasked Estep 
Score: -6967143.000000 Penalty: 5442.487305
	Iteration 30Q: 3 clusters Score -6967143 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36742 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -6967162.500000 Penalty: 5442.487305
	Iteration 31Q: 3 clusters Score -6967162 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36880 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -6967183.500000 Penalty: 5442.487305
	Iteration 32Q: 3 clusters Score -6967184 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37025 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -6967203.000000 Penalty: 5442.487305
	Iteration 33Q: 3 clusters Score -6967203 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -6967239.500000 Penalty: 5442.487305
	Iteration 34Q: 3 clusters Score -6967240 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -6967267.000000 Penalty: 5442.487305
	Iteration 35Q: 3 clusters Score -6967267 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -6967288.000000 Penalty: 5442.487305
	Iteration 36Q: 3 clusters Score -6967288 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37686 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -6967317.000000 Penalty: 5442.487305
	Iteration 37Q: 3 clusters Score -6967317 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37886 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -6967338.500000 Penalty: 5442.487305
	Iteration 38Q: 3 clusters Score -6967338 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38108 members 
Mstep: Class 2 contains 20157 members 
Entering Unmasked Estep 
Score: -6967390.000000 Penalty: 5442.487305
	Iteration 39Q: 3 clusters Score -6967390 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38365 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -6967420.500000 Penalty: 5442.487305
	Iteration 40F: 3 clusters Score -6967420 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38620 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -6967474.000000 Penalty: 5442.487305
	Iteration 41Q: 3 clusters Score -6967474 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38891 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -6967491.000000 Penalty: 5442.487305
	Iteration 42Q: 3 clusters Score -6967491 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -6967511.000000 Penalty: 5442.487305
	Iteration 43Q: 3 clusters Score -6967511 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -6967567.000000 Penalty: 5442.487305
	Iteration 44Q: 3 clusters Score -6967567 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39750 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -6967568.500000 Penalty: 5442.487305
	Iteration 45Q: 3 clusters Score -6967568 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40045 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -6967594.000000 Penalty: 5442.487305
	Iteration 46Q: 3 clusters Score -6967594 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 17895 members 
Entering Unmasked Estep 
Score: -6967666.000000 Penalty: 5442.487305
	Iteration 47Q: 3 clusters Score -6967666 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -6967697.000000 Penalty: 5442.487305
	Iteration 48Q: 3 clusters Score -6967697 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -6967793.500000 Penalty: 5442.487305
	Iteration 49Q: 3 clusters Score -6967794 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -6967826.500000 Penalty: 5442.487305
	Iteration 50Q: 3 clusters Score -6967826 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -6967876.500000 Penalty: 5442.487305
	Iteration 51Q: 3 clusters Score -6967876 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -6967923.500000 Penalty: 5442.487305
	Iteration 52Q: 3 clusters Score -6967924 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42619 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -6967986.500000 Penalty: 5442.487305
	Iteration 53Q: 3 clusters Score -6967986 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43005 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -6968060.000000 Penalty: 5442.487305
	Iteration 54Q: 3 clusters Score -6968060 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -6968135.000000 Penalty: 5442.487305
	Iteration 55Q: 3 clusters Score -6968135 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43870 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -6968205.000000 Penalty: 5442.487305
	Iteration 56Q: 3 clusters Score -6968205 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44340 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
Score: -6968330.500000 Penalty: 5442.487305
	Iteration 57Q: 3 clusters Score -6968330 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 13413 members 
Entering Unmasked Estep 
Score: -6968450.500000 Penalty: 5442.487305
	Iteration 58Q: 3 clusters Score -6968450 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45351 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -6968544.000000 Penalty: 5442.487305
	Iteration 59Q: 3 clusters Score -6968544 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45888 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -6968633.000000 Penalty: 5442.487305
	Iteration 60F: 3 clusters Score -6968633 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -6968768.000000 Penalty: 5442.487305
	Iteration 61Q: 3 clusters Score -6968768 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46973 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -6968896.000000 Penalty: 5442.487305
	Iteration 62Q: 3 clusters Score -6968896 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47513 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -6969056.000000 Penalty: 5442.487305
	Iteration 63Q: 3 clusters Score -6969056 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48088 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -6969229.000000 Penalty: 5442.487305
	Iteration 64Q: 3 clusters Score -6969229 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48633 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -6969360.500000 Penalty: 5442.487305
	Iteration 65Q: 3 clusters Score -6969360 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49160 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -6969495.000000 Penalty: 5442.487305
	Iteration 66Q: 3 clusters Score -6969495 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49686 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -6969613.500000 Penalty: 5442.487305
	Iteration 67Q: 3 clusters Score -6969614 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50196 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -6969717.500000 Penalty: 5442.487305
	Iteration 68Q: 3 clusters Score -6969718 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50694 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -6969899.000000 Penalty: 5442.487305
	Iteration 69Q: 3 clusters Score -6969899 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -6970053.000000 Penalty: 5442.487305
	Iteration 70Q: 3 clusters Score -6970053 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51674 members 
Mstep: Class 2 contains 6591 members 
Entering Unmasked Estep 
Score: -6970219.500000 Penalty: 5442.487305
	Iteration 71Q: 3 clusters Score -6970220 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52143 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -6970330.000000 Penalty: 5442.487305
	Iteration 72Q: 3 clusters Score -6970330 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52571 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -6970450.500000 Penalty: 5442.487305
	Iteration 73Q: 3 clusters Score -6970450 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -6970571.500000 Penalty: 5442.487305
	Iteration 74Q: 3 clusters Score -6970572 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -6970722.500000 Penalty: 5442.487305
	Iteration 75Q: 3 clusters Score -6970722 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53709 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -6970819.500000 Penalty: 5442.487305
	Iteration 76Q: 3 clusters Score -6970820 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54034 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -6970919.500000 Penalty: 5442.487305
	Iteration 77Q: 3 clusters Score -6970920 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54327 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -6971020.000000 Penalty: 5442.487305
	Iteration 78Q: 3 clusters Score -6971020 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54615 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -6971092.500000 Penalty: 5442.487305
	Iteration 79Q: 3 clusters Score -6971092 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -6971181.000000 Penalty: 5442.487305
	Iteration 80F: 3 clusters Score -6971181 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55168 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -6971253.000000 Penalty: 5442.487305
	Iteration 81Q: 3 clusters Score -6971253 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -6971360.000000 Penalty: 5442.487305
	Iteration 82Q: 3 clusters Score -6971360 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55643 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -6971424.000000 Penalty: 5442.487305
	Iteration 83Q: 3 clusters Score -6971424 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55845 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -6971490.500000 Penalty: 5442.487305
	Iteration 84Q: 3 clusters Score -6971490 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56009 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6971555.500000 Penalty: 5442.487305
	Iteration 85Q: 3 clusters Score -6971556 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56141 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -6971623.000000 Penalty: 5442.487305
	Iteration 86Q: 3 clusters Score -6971623 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -6971664.500000 Penalty: 5442.487305
	Iteration 87Q: 3 clusters Score -6971664 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56385 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -6971729.000000 Penalty: 5442.487305
	Iteration 88Q: 3 clusters Score -6971729 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56490 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6971755.500000 Penalty: 5442.487305
	Iteration 89Q: 3 clusters Score -6971756 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -6971794.000000 Penalty: 5442.487305
	Iteration 90Q: 3 clusters Score -6971794 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6971820.000000 Penalty: 5442.487305
	Iteration 91Q: 3 clusters Score -6971820 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56740 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -6971844.500000 Penalty: 5442.487305
	Iteration 92Q: 3 clusters Score -6971844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56808 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6971884.500000 Penalty: 5442.487305
	Iteration 93Q: 3 clusters Score -6971884 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56864 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -6971895.000000 Penalty: 5442.487305
	Iteration 94Q: 3 clusters Score -6971895 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56918 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -6971911.000000 Penalty: 5442.487305
	Iteration 95Q: 3 clusters Score -6971911 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56964 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -6971925.000000 Penalty: 5442.487305
	Iteration 96Q: 3 clusters Score -6971925 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57001 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -6971950.000000 Penalty: 5442.487305
	Iteration 97Q: 3 clusters Score -6971950 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -6971975.500000 Penalty: 5442.487305
	Iteration 98Q: 3 clusters Score -6971976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57060 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6971987.000000 Penalty: 5442.487305
	Iteration 99Q: 3 clusters Score -6971987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57088 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -6971991.500000 Penalty: 5442.487305
	Iteration 100F: 3 clusters Score -6971992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -6972010.000000 Penalty: 5442.487305
	Iteration 101Q: 3 clusters Score -6972010 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57126 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -6972019.500000 Penalty: 5442.487305
	Iteration 102Q: 3 clusters Score -6972020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57145 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -6972032.500000 Penalty: 5442.487305
	Iteration 103Q: 3 clusters Score -6972032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57164 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -6972039.000000 Penalty: 5442.487305
	Iteration 104Q: 3 clusters Score -6972039 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57183 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -6972055.000000 Penalty: 5442.487305
	Iteration 105Q: 3 clusters Score -6972055 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57197 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -6972079.500000 Penalty: 5442.487305
	Iteration 106Q: 3 clusters Score -6972080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57210 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -6972083.500000 Penalty: 5442.487305
	Iteration 107Q: 3 clusters Score -6972084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -6972090.000000 Penalty: 5442.487305
	Iteration 108Q: 3 clusters Score -6972090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -6972092.500000 Penalty: 5442.487305
	Iteration 109Q: 3 clusters Score -6972092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57247 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -6972100.000000 Penalty: 5442.487305
	Iteration 110Q: 3 clusters Score -6972100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57255 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -6972094.500000 Penalty: 5442.487305
	Iteration 111Q: 3 clusters Score -6972094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57260 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -6972093.500000 Penalty: 5442.487305
	Iteration 112Q: 3 clusters Score -6972094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57266 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -6972092.500000 Penalty: 5442.487305
	Iteration 113Q: 3 clusters Score -6972092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57272 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -6972100.500000 Penalty: 5442.487305
	Iteration 114Q: 3 clusters Score -6972100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57274 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -6972096.000000 Penalty: 5442.487305
	Iteration 115Q: 3 clusters Score -6972096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -6972100.000000 Penalty: 5442.487305
	Iteration 116Q: 3 clusters Score -6972100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57276 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -6972103.000000 Penalty: 5442.487305
	Iteration 117Q: 3 clusters Score -6972103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6972099.000000 Penalty: 5442.487305
	Iteration 118Q: 3 clusters Score -6972099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57277 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -6972099.000000 Penalty: 5442.487305
	Iteration 119F: 3 clusters Score -6972099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Entering Unmasked Estep 
Score: -1362195.125000 Penalty: 2334.372314
	Iteration 0F: 2 clusters Score -1362195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1353105.500000 Penalty: 4668.744629
	Iteration 0F: 3 clusters Score -1353106 nChanged 5197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -1355894.875000 Penalty: 4668.744629
	Iteration 1F: 3 clusters Score -1355895 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1356284.875000 Penalty: 4668.744629
	Iteration 2F: 3 clusters Score -1356285 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1356644.125000 Penalty: 4668.744629
	Iteration 3F: 3 clusters Score -1356644 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1356978.250000 Penalty: 4668.744629
	Iteration 4Q: 3 clusters Score -1356978 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1357274.875000 Penalty: 4668.744629
	Iteration 5Q: 3 clusters Score -1357275 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -1357571.875000 Penalty: 4668.744629
	Iteration 6Q: 3 clusters Score -1357572 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1357936.000000 Penalty: 4668.744629
	Iteration 7Q: 3 clusters Score -1357936 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -1358385.500000 Penalty: 4668.744629
	Iteration 8F: 3 clusters Score -1358386 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1358829.625000 Penalty: 4668.744629
	Iteration 9F: 3 clusters Score -1358830 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1359206.750000 Penalty: 4668.744629
	Iteration 10Q: 3 clusters Score -1359207 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1359558.375000 Penalty: 4668.744629
	Iteration 11Q: 3 clusters Score -1359558 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1359852.375000 Penalty: 4668.744629
	Iteration 12Q: 3 clusters Score -1359852 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1360045.000000 Penalty: 4668.744629
	Iteration 13Q: 3 clusters Score -1360045 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -1360198.625000 Penalty: 4668.744629
	Iteration 14Q: 3 clusters Score -1360199 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1360322.125000 Penalty: 4668.744629
	Iteration 15Q: 3 clusters Score -1360322 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1360435.875000 Penalty: 4668.744629
	Iteration 16Q: 3 clusters Score -1360436 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1360514.000000 Penalty: 4668.744629
	Iteration 17Q: 3 clusters Score -1360514 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -1360576.125000 Penalty: 4668.744629
	Iteration 18Q: 3 clusters Score -1360576 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 10713 members 
Entering Unmasked Estep 
Score: -1360646.500000 Penalty: 4668.744629
	Iteration 19Q: 3 clusters Score -1360646 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -1360705.500000 Penalty: 4668.744629
	Iteration 20F: 3 clusters Score -1360706 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1360746.125000 Penalty: 4668.744629
	Iteration 21Q: 3 clusters Score -1360746 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -1360790.250000 Penalty: 4668.744629
	Iteration 22Q: 3 clusters Score -1360790 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -1360834.875000 Penalty: 4668.744629
	Iteration 23Q: 3 clusters Score -1360835 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1360876.625000 Penalty: 4668.744629
	Iteration 24Q: 3 clusters Score -1360877 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -1360895.375000 Penalty: 4668.744629
	Iteration 25Q: 3 clusters Score -1360895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1360910.000000 Penalty: 4668.744629
	Iteration 26Q: 3 clusters Score -1360910 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1360924.875000 Penalty: 4668.744629
	Iteration 27Q: 3 clusters Score -1360925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1360942.000000 Penalty: 4668.744629
	Iteration 28Q: 3 clusters Score -1360942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -1360952.875000 Penalty: 4668.744629
	Iteration 29Q: 3 clusters Score -1360953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -1360965.750000 Penalty: 4668.744629
	Iteration 30Q: 3 clusters Score -1360966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1360976.250000 Penalty: 4668.744629
	Iteration 31Q: 3 clusters Score -1360976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -1360978.500000 Penalty: 4668.744629
	Iteration 32Q: 3 clusters Score -1360978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1360985.625000 Penalty: 4668.744629
	Iteration 33Q: 3 clusters Score -1360986 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -1360989.125000 Penalty: 4668.744629
	Iteration 34Q: 3 clusters Score -1360989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -1360991.625000 Penalty: 4668.744629
	Iteration 35Q: 3 clusters Score -1360992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1360990.500000 Penalty: 4668.744629
	Iteration 36Q: 3 clusters Score -1360990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 11261 members 
Entering Unmasked Estep 
Score: -1360989.500000 Penalty: 4668.744629
	Iteration 37Q: 3 clusters Score -1360990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -1360989.875000 Penalty: 4668.744629
	Iteration 38Q: 3 clusters Score -1360990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1360990.625000 Penalty: 4668.744629
	Iteration 39Q: 3 clusters Score -1360991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 11263 members 
Entering Unmasked Estep 
Score: -1360990.625000 Penalty: 4668.744629
	Iteration 40F: 3 clusters Score -1360991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -48062.855469 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -48062.86 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 250 members 
Entering Unmasked Estep 
Score: -46592.617188 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -46592.62 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -46741.902344 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -46741.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46777.335938 Penalty: 3055.958740
	Iteration 2Q: 3 clusters Score -46777.34 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46796.589844 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -46796.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -46822.285156 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -46822.29 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46829.519531 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -46829.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46829.519531 Penalty: 3055.958740
	Iteration 6F: 3 clusters Score -46829.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (183076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183076 members 
Entering Unmasked Estep 
Score: -21648104.000000 Penalty: 3005.178955
	Iteration 0F: 2 clusters Score -2.16481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91586 members 
Mstep: Class 2 contains 91490 members 
Entering Unmasked Estep 
Score: -21528056.000000 Penalty: 6010.357910
	Iteration 0F: 3 clusters Score -2.152806e+07 nChanged 87951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91717 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -21578870.000000 Penalty: 6010.357910
	Iteration 1F: 3 clusters Score -2.157887e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91948 members 
Mstep: Class 2 contains 91128 members 
Entering Unmasked Estep 
Score: -21579640.000000 Penalty: 6010.357910
	Iteration 2Q: 3 clusters Score -2.157964e+07 nChanged 4653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92339 members 
Mstep: Class 2 contains 90737 members 
Entering Unmasked Estep 
Score: -21580498.000000 Penalty: 6010.357910
	Iteration 3Q: 3 clusters Score -2.15805e+07 nChanged 4783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92940 members 
Mstep: Class 2 contains 90136 members 
Entering Unmasked Estep 
Score: -21581402.000000 Penalty: 6010.357910
	Iteration 4Q: 3 clusters Score -2.15814e+07 nChanged 4991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93851 members 
Mstep: Class 2 contains 89225 members 
Entering Unmasked Estep 
Score: -21582724.000000 Penalty: 6010.357910
	Iteration 5Q: 3 clusters Score -2.158272e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95086 members 
Mstep: Class 2 contains 87990 members 
Entering Unmasked Estep 
Score: -21584370.000000 Penalty: 6010.357910
	Iteration 6Q: 3 clusters Score -2.158437e+07 nChanged 6119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96757 members 
Mstep: Class 2 contains 86319 members 
Entering Unmasked Estep 
Score: -21586640.000000 Penalty: 6010.357910
	Iteration 7Q: 3 clusters Score -2.158664e+07 nChanged 6981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98836 members 
Mstep: Class 2 contains 84240 members 
Entering Unmasked Estep 
Score: -21589566.000000 Penalty: 6010.357910
	Iteration 8Q: 3 clusters Score -2.158957e+07 nChanged 8443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101593 members 
Mstep: Class 2 contains 81483 members 
Entering Unmasked Estep 
Score: -21594200.000000 Penalty: 6010.357910
	Iteration 9Q: 3 clusters Score -2.15942e+07 nChanged 9966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104947 members 
Mstep: Class 2 contains 78129 members 
Entering Unmasked Estep 
Score: -21600674.000000 Penalty: 6010.357910
	Iteration 10F: 3 clusters Score -2.160067e+07 nChanged 11145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108198 members 
Mstep: Class 2 contains 74878 members 
Entering Unmasked Estep 
Score: -21608536.000000 Penalty: 6010.357910
	Iteration 11F: 3 clusters Score -2.160854e+07 nChanged 11095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110759 members 
Mstep: Class 2 contains 72317 members 
Entering Unmasked Estep 
Score: -21615840.000000 Penalty: 6010.357910
	Iteration 12F: 3 clusters Score -2.161584e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112495 members 
Mstep: Class 2 contains 70581 members 
Entering Unmasked Estep 
Score: -21620488.000000 Penalty: 6010.357910
	Iteration 13F: 3 clusters Score -2.162049e+07 nChanged 6533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113984 members 
Mstep: Class 2 contains 69092 members 
Entering Unmasked Estep 
Score: -21622676.000000 Penalty: 6010.357910
	Iteration 14Q: 3 clusters Score -2.162268e+07 nChanged 3893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115325 members 
Mstep: Class 2 contains 67751 members 
Entering Unmasked Estep 
Score: -21623218.000000 Penalty: 6010.357910
	Iteration 15Q: 3 clusters Score -2.162322e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116643 members 
Mstep: Class 2 contains 66433 members 
Entering Unmasked Estep 
Score: -21623590.000000 Penalty: 6010.357910
	Iteration 16Q: 3 clusters Score -2.162359e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117948 members 
Mstep: Class 2 contains 65128 members 
Entering Unmasked Estep 
Score: -21623972.000000 Penalty: 6010.357910
	Iteration 17Q: 3 clusters Score -2.162397e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119356 members 
Mstep: Class 2 contains 63720 members 
Entering Unmasked Estep 
Score: -21624372.000000 Penalty: 6010.357910
	Iteration 18Q: 3 clusters Score -2.162437e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120867 members 
Mstep: Class 2 contains 62209 members 
Entering Unmasked Estep 
Score: -21624748.000000 Penalty: 6010.357910
	Iteration 19Q: 3 clusters Score -2.162475e+07 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122372 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -21625052.000000 Penalty: 6010.357910
	Iteration 20F: 3 clusters Score -2.162505e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123939 members 
Mstep: Class 2 contains 59137 members 
Entering Unmasked Estep 
Score: -21625448.000000 Penalty: 6010.357910
	Iteration 21Q: 3 clusters Score -2.162545e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125621 members 
Mstep: Class 2 contains 57455 members 
Entering Unmasked Estep 
Score: -21625858.000000 Penalty: 6010.357910
	Iteration 22Q: 3 clusters Score -2.162586e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127309 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -21626212.000000 Penalty: 6010.357910
	Iteration 23Q: 3 clusters Score -2.162621e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129084 members 
Mstep: Class 2 contains 53992 members 
Entering Unmasked Estep 
Score: -21626602.000000 Penalty: 6010.357910
	Iteration 24Q: 3 clusters Score -2.16266e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130979 members 
Mstep: Class 2 contains 52097 members 
Entering Unmasked Estep 
Score: -21627256.000000 Penalty: 6010.357910
	Iteration 25Q: 3 clusters Score -2.162726e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133054 members 
Mstep: Class 2 contains 50022 members 
Entering Unmasked Estep 
Score: -21627812.000000 Penalty: 6010.357910
	Iteration 26Q: 3 clusters Score -2.162781e+07 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135280 members 
Mstep: Class 2 contains 47796 members 
Entering Unmasked Estep 
Score: -21628340.000000 Penalty: 6010.357910
	Iteration 27Q: 3 clusters Score -2.162834e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137600 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -21628902.000000 Penalty: 6010.357910
	Iteration 28Q: 3 clusters Score -2.16289e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140018 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -21629626.000000 Penalty: 6010.357910
	Iteration 29Q: 3 clusters Score -2.162963e+07 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142519 members 
Mstep: Class 2 contains 40557 members 
Entering Unmasked Estep 
Score: -21630398.000000 Penalty: 6010.357910
	Iteration 30Q: 3 clusters Score -2.16304e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145155 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -21631296.000000 Penalty: 6010.357910
	Iteration 31Q: 3 clusters Score -2.16313e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147957 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -21632318.000000 Penalty: 6010.357910
	Iteration 32Q: 3 clusters Score -2.163232e+07 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150900 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -21633314.000000 Penalty: 6010.357910
	Iteration 33Q: 3 clusters Score -2.163331e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153976 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -21634546.000000 Penalty: 6010.357910
	Iteration 34Q: 3 clusters Score -2.163455e+07 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157033 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -21635610.000000 Penalty: 6010.357910
	Iteration 35Q: 3 clusters Score -2.163561e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160113 members 
Mstep: Class 2 contains 22963 members 
Entering Unmasked Estep 
Score: -21636682.000000 Penalty: 6010.357910
	Iteration 36Q: 3 clusters Score -2.163668e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163246 members 
Mstep: Class 2 contains 19830 members 
Entering Unmasked Estep 
Score: -21637862.000000 Penalty: 6010.357910
	Iteration 37Q: 3 clusters Score -2.163786e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166252 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -21639280.000000 Penalty: 6010.357910
	Iteration 38Q: 3 clusters Score -2.163928e+07 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169112 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -21640514.000000 Penalty: 6010.357910
	Iteration 39Q: 3 clusters Score -2.164051e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171700 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -21641512.000000 Penalty: 6010.357910
	Iteration 40F: 3 clusters Score -2.164151e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173956 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -21642372.000000 Penalty: 6010.357910
	Iteration 41Q: 3 clusters Score -2.164237e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175844 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -21643268.000000 Penalty: 6010.357910
	Iteration 42Q: 3 clusters Score -2.164327e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177364 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -21643874.000000 Penalty: 6010.357910
	Iteration 43Q: 3 clusters Score -2.164387e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178516 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -21644220.000000 Penalty: 6010.357910
	Iteration 44Q: 3 clusters Score -2.164422e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179355 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -21644458.000000 Penalty: 6010.357910
	Iteration 45Q: 3 clusters Score -2.164446e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179972 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -21644736.000000 Penalty: 6010.357910
	Iteration 46Q: 3 clusters Score -2.164474e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180405 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -21644888.000000 Penalty: 6010.357910
	Iteration 47Q: 3 clusters Score -2.164489e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180736 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -21645036.000000 Penalty: 6010.357910
	Iteration 48Q: 3 clusters Score -2.164504e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180950 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -21645134.000000 Penalty: 6010.357910
	Iteration 49Q: 3 clusters Score -2.164513e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181112 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -21645172.000000 Penalty: 6010.357910
	Iteration 50Q: 3 clusters Score -2.164517e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181235 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -21645268.000000 Penalty: 6010.357910
	Iteration 51Q: 3 clusters Score -2.164527e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181339 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -21645302.000000 Penalty: 6010.357910
	Iteration 52Q: 3 clusters Score -2.16453e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181431 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -21645360.000000 Penalty: 6010.357910
	Iteration 53Q: 3 clusters Score -2.164536e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181513 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -21645412.000000 Penalty: 6010.357910
	Iteration 54Q: 3 clusters Score -2.164541e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181568 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -21645430.000000 Penalty: 6010.357910
	Iteration 55Q: 3 clusters Score -2.164543e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181619 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -21645454.000000 Penalty: 6010.357910
	Iteration 56Q: 3 clusters Score -2.164545e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181680 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -21645488.000000 Penalty: 6010.357910
	Iteration 57Q: 3 clusters Score -2.164549e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181730 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -21645498.000000 Penalty: 6010.357910
	Iteration 58Q: 3 clusters Score -2.16455e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181769 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -21645514.000000 Penalty: 6010.357910
	Iteration 59Q: 3 clusters Score -2.164551e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181801 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -21645534.000000 Penalty: 6010.357910
	Iteration 60F: 3 clusters Score -2.164553e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181826 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -21645544.000000 Penalty: 6010.357910
	Iteration 61Q: 3 clusters Score -2.164554e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181844 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -21645548.000000 Penalty: 6010.357910
	Iteration 62Q: 3 clusters Score -2.164555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181865 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -21645556.000000 Penalty: 6010.357910
	Iteration 63Q: 3 clusters Score -2.164556e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181878 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21645562.000000 Penalty: 6010.357910
	Iteration 64Q: 3 clusters Score -2.164556e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181882 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -21645556.000000 Penalty: 6010.357910
	Iteration 65Q: 3 clusters Score -2.164556e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181885 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -21645572.000000 Penalty: 6010.357910
	Iteration 66Q: 3 clusters Score -2.164557e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181888 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -21645548.000000 Penalty: 6010.357910
	Iteration 67Q: 3 clusters Score -2.164555e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181887 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -21645578.000000 Penalty: 6010.357910
	Iteration 68Q: 3 clusters Score -2.164558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181889 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -21645572.000000 Penalty: 6010.357910
	Iteration 69Q: 3 clusters Score -2.164557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181893 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -21645584.000000 Penalty: 6010.357910
	Iteration 70Q: 3 clusters Score -2.164558e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181899 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -21645590.000000 Penalty: 6010.357910
	Iteration 71Q: 3 clusters Score -2.164559e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181910 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -21645596.000000 Penalty: 6010.357910
	Iteration 72Q: 3 clusters Score -2.16456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181916 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -21645594.000000 Penalty: 6010.357910
	Iteration 73Q: 3 clusters Score -2.164559e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181921 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -21645596.000000 Penalty: 6010.357910
	Iteration 74Q: 3 clusters Score -2.16456e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181927 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -21645598.000000 Penalty: 6010.357910
	Iteration 75Q: 3 clusters Score -2.16456e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181935 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -21645616.000000 Penalty: 6010.357910
	Iteration 76Q: 3 clusters Score -2.164562e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181944 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -21645602.000000 Penalty: 6010.357910
	Iteration 77Q: 3 clusters Score -2.16456e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181947 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -21645604.000000 Penalty: 6010.357910
	Iteration 78Q: 3 clusters Score -2.16456e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181952 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -21645616.000000 Penalty: 6010.357910
	Iteration 79Q: 3 clusters Score -2.164562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181953 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -21645612.000000 Penalty: 6010.357910
	Iteration 80F: 3 clusters Score -2.164561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181955 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -21645620.000000 Penalty: 6010.357910
	Iteration 81Q: 3 clusters Score -2.164562e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181958 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -21645632.000000 Penalty: 6010.357910
	Iteration 82Q: 3 clusters Score -2.164563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181961 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -21645644.000000 Penalty: 6010.357910
	Iteration 83Q: 3 clusters Score -2.164564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181964 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -21645648.000000 Penalty: 6010.357910
	Iteration 84Q: 3 clusters Score -2.164565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181967 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -21645650.000000 Penalty: 6010.357910
	Iteration 85Q: 3 clusters Score -2.164565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181970 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21645646.000000 Penalty: 6010.357910
	Iteration 86Q: 3 clusters Score -2.164565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181970 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -21645656.000000 Penalty: 6010.357910
	Iteration 87Q: 3 clusters Score -2.164566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181971 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -21645642.000000 Penalty: 6010.357910
	Iteration 88Q: 3 clusters Score -2.164564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181972 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -21645640.000000 Penalty: 6010.357910
	Iteration 89Q: 3 clusters Score -2.164564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181974 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -21645642.000000 Penalty: 6010.357910
	Iteration 90Q: 3 clusters Score -2.164564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181974 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -21645654.000000 Penalty: 6010.357910
	Iteration 91Q: 3 clusters Score -2.164565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181976 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -21645652.000000 Penalty: 6010.357910
	Iteration 92Q: 3 clusters Score -2.164565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181978 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -21645646.000000 Penalty: 6010.357910
	Iteration 93Q: 3 clusters Score -2.164565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181981 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -21645650.000000 Penalty: 6010.357910
	Iteration 94Q: 3 clusters Score -2.164565e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181983 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21645658.000000 Penalty: 6010.357910
	Iteration 95Q: 3 clusters Score -2.164566e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181985 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -21645650.000000 Penalty: 6010.357910
	Iteration 96Q: 3 clusters Score -2.164565e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181986 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -21645652.000000 Penalty: 6010.357910
	Iteration 97Q: 3 clusters Score -2.164565e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181988 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -21645650.000000 Penalty: 6010.357910
	Iteration 98Q: 3 clusters Score -2.164565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181991 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -21645642.000000 Penalty: 6010.357910
	Iteration 99Q: 3 clusters Score -2.164564e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181989 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -21645624.000000 Penalty: 6010.357910
	Iteration 100F: 3 clusters Score -2.164562e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181990 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -21645628.000000 Penalty: 6010.357910
	Iteration 101Q: 3 clusters Score -2.164563e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181992 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -21645632.000000 Penalty: 6010.357910
	Iteration 102Q: 3 clusters Score -2.164563e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181997 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -21645648.000000 Penalty: 6010.357910
	Iteration 103Q: 3 clusters Score -2.164565e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182002 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -21645652.000000 Penalty: 6010.357910
	Iteration 104Q: 3 clusters Score -2.164565e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182010 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -21645668.000000 Penalty: 6010.357910
	Iteration 105Q: 3 clusters Score -2.164567e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182017 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -21645662.000000 Penalty: 6010.357910
	Iteration 106Q: 3 clusters Score -2.164566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182022 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -21645686.000000 Penalty: 6010.357910
	Iteration 107Q: 3 clusters Score -2.164569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182027 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -21645678.000000 Penalty: 6010.357910
	Iteration 108Q: 3 clusters Score -2.164568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182028 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -21645666.000000 Penalty: 6010.357910
	Iteration 109Q: 3 clusters Score -2.164567e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182031 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -21645662.000000 Penalty: 6010.357910
	Iteration 110Q: 3 clusters Score -2.164566e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182032 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -21645684.000000 Penalty: 6010.357910
	Iteration 111Q: 3 clusters Score -2.164568e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182035 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -21645692.000000 Penalty: 6010.357910
	Iteration 112Q: 3 clusters Score -2.164569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182038 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -21645682.000000 Penalty: 6010.357910
	Iteration 113Q: 3 clusters Score -2.164568e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182042 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -21645684.000000 Penalty: 6010.357910
	Iteration 114Q: 3 clusters Score -2.164568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182044 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -21645692.000000 Penalty: 6010.357910
	Iteration 115Q: 3 clusters Score -2.164569e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182046 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -21645696.000000 Penalty: 6010.357910
	Iteration 116Q: 3 clusters Score -2.16457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182048 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -21645692.000000 Penalty: 6010.357910
	Iteration 117Q: 3 clusters Score -2.164569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182055 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -21645706.000000 Penalty: 6010.357910
	Iteration 118Q: 3 clusters Score -2.164571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182057 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -21645704.000000 Penalty: 6010.357910
	Iteration 119Q: 3 clusters Score -2.16457e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182064 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -21645684.000000 Penalty: 6010.357910
	Iteration 120F: 3 clusters Score -2.164568e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182073 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -21645686.000000 Penalty: 6010.357910
	Iteration 121Q: 3 clusters Score -2.164569e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182076 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -21645692.000000 Penalty: 6010.357910
	Iteration 122Q: 3 clusters Score -2.164569e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182078 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -21645704.000000 Penalty: 6010.357910
	Iteration 123Q: 3 clusters Score -2.16457e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182084 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -21645704.000000 Penalty: 6010.357910
	Iteration 124Q: 3 clusters Score -2.16457e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182085 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21645704.000000 Penalty: 6010.357910
	Iteration 125Q: 3 clusters Score -2.16457e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182085 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -21645704.000000 Penalty: 6010.357910
	Iteration 126F: 3 clusters Score -2.16457e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23816 members 
Entering Unmasked Estep 
Score: -2409267.750000 Penalty: 2499.371826
	Iteration 0F: 2 clusters Score -2409268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2392737.250000 Penalty: 4998.743652
	Iteration 0F: 3 clusters Score -2392737 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2398556.750000 Penalty: 4998.743652
	Iteration 1F: 3 clusters Score -2398557 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2399184.250000 Penalty: 4998.743652
	Iteration 2F: 3 clusters Score -2399184 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -2399880.250000 Penalty: 4998.743652
	Iteration 3F: 3 clusters Score -2399880 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2400662.250000 Penalty: 4998.743652
	Iteration 4F: 3 clusters Score -2400662 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -2401611.000000 Penalty: 4998.743652
	Iteration 5F: 3 clusters Score -2401611 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 14507 members 
Entering Unmasked Estep 
Score: -2402691.250000 Penalty: 4998.743652
	Iteration 6F: 3 clusters Score -2402691 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2403765.250000 Penalty: 4998.743652
	Iteration 7F: 3 clusters Score -2403765 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 15416 members 
Entering Unmasked Estep 
Score: -2404743.500000 Penalty: 4998.743652
	Iteration 8F: 3 clusters Score -2404744 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2405510.000000 Penalty: 4998.743652
	Iteration 9Q: 3 clusters Score -2405510 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -2406104.250000 Penalty: 4998.743652
	Iteration 10Q: 3 clusters Score -2406104 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -2406500.500000 Penalty: 4998.743652
	Iteration 11Q: 3 clusters Score -2406500 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2406740.000000 Penalty: 4998.743652
	Iteration 12Q: 3 clusters Score -2406740 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2406888.500000 Penalty: 4998.743652
	Iteration 13Q: 3 clusters Score -2406888 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -2406982.000000 Penalty: 4998.743652
	Iteration 14Q: 3 clusters Score -2406982 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2407040.000000 Penalty: 4998.743652
	Iteration 15Q: 3 clusters Score -2407040 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -2407072.500000 Penalty: 4998.743652
	Iteration 16Q: 3 clusters Score -2407072 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -2407105.750000 Penalty: 4998.743652
	Iteration 17Q: 3 clusters Score -2407106 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2407124.500000 Penalty: 4998.743652
	Iteration 18Q: 3 clusters Score -2407124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2407151.250000 Penalty: 4998.743652
	Iteration 19Q: 3 clusters Score -2407151 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2407175.500000 Penalty: 4998.743652
	Iteration 20F: 3 clusters Score -2407176 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2407196.750000 Penalty: 4998.743652
	Iteration 21Q: 3 clusters Score -2407197 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2407211.500000 Penalty: 4998.743652
	Iteration 22Q: 3 clusters Score -2407212 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -2407225.500000 Penalty: 4998.743652
	Iteration 23Q: 3 clusters Score -2407226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 17231 members 
Entering Unmasked Estep 
Score: -2407235.750000 Penalty: 4998.743652
	Iteration 24Q: 3 clusters Score -2407236 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -2407243.250000 Penalty: 4998.743652
	Iteration 25Q: 3 clusters Score -2407243 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2407240.750000 Penalty: 4998.743652
	Iteration 26Q: 3 clusters Score -2407241 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -2407240.750000 Penalty: 4998.743652
	Iteration 27Q: 3 clusters Score -2407241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2407244.000000 Penalty: 4998.743652
	Iteration 28Q: 3 clusters Score -2407244 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 17449 members 
Entering Unmasked Estep 
Score: -2407246.750000 Penalty: 4998.743652
	Iteration 29Q: 3 clusters Score -2407247 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -2407252.250000 Penalty: 4998.743652
	Iteration 30Q: 3 clusters Score -2407252 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 17529 members 
Entering Unmasked Estep 
Score: -2407255.000000 Penalty: 4998.743652
	Iteration 31Q: 3 clusters Score -2407255 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2407264.750000 Penalty: 4998.743652
	Iteration 32Q: 3 clusters Score -2407265 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2407270.500000 Penalty: 4998.743652
	Iteration 33Q: 3 clusters Score -2407270 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2407274.750000 Penalty: 4998.743652
	Iteration 34Q: 3 clusters Score -2407275 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2407294.250000 Penalty: 4998.743652
	Iteration 35Q: 3 clusters Score -2407294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -2407287.750000 Penalty: 4998.743652
	Iteration 36Q: 3 clusters Score -2407288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -2407287.500000 Penalty: 4998.743652
	Iteration 37Q: 3 clusters Score -2407288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 17759 members 
Entering Unmasked Estep 
Score: -2407291.750000 Penalty: 4998.743652
	Iteration 38Q: 3 clusters Score -2407292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -2407293.000000 Penalty: 4998.743652
	Iteration 39Q: 3 clusters Score -2407293 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2407289.500000 Penalty: 4998.743652
	Iteration 40F: 3 clusters Score -2407290 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2407288.250000 Penalty: 4998.743652
	Iteration 41Q: 3 clusters Score -2407288 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -2407293.250000 Penalty: 4998.743652
	Iteration 42Q: 3 clusters Score -2407293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2407294.000000 Penalty: 4998.743652
	Iteration 43Q: 3 clusters Score -2407294 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2407303.750000 Penalty: 4998.743652
	Iteration 44Q: 3 clusters Score -2407304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -2407305.000000 Penalty: 4998.743652
	Iteration 45Q: 3 clusters Score -2407305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2407306.500000 Penalty: 4998.743652
	Iteration 46Q: 3 clusters Score -2407306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2407317.000000 Penalty: 4998.743652
	Iteration 47Q: 3 clusters Score -2407317 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -2407314.500000 Penalty: 4998.743652
	Iteration 48Q: 3 clusters Score -2407314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -2407316.250000 Penalty: 4998.743652
	Iteration 49Q: 3 clusters Score -2407316 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -2407319.000000 Penalty: 4998.743652
	Iteration 50Q: 3 clusters Score -2407319 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2407320.500000 Penalty: 4998.743652
	Iteration 51Q: 3 clusters Score -2407320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2407325.500000 Penalty: 4998.743652
	Iteration 52Q: 3 clusters Score -2407326 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -2407320.750000 Penalty: 4998.743652
	Iteration 53Q: 3 clusters Score -2407321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2407322.500000 Penalty: 4998.743652
	Iteration 54Q: 3 clusters Score -2407322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 18097 members 
Entering Unmasked Estep 
Score: -2407323.250000 Penalty: 4998.743652
	Iteration 55Q: 3 clusters Score -2407323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2407324.000000 Penalty: 4998.743652
	Iteration 56Q: 3 clusters Score -2407324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2407327.250000 Penalty: 4998.743652
	Iteration 57Q: 3 clusters Score -2407327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2407327.500000 Penalty: 4998.743652
	Iteration 58Q: 3 clusters Score -2407328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -2407327.250000 Penalty: 4998.743652
	Iteration 59Q: 3 clusters Score -2407327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2407328.500000 Penalty: 4998.743652
	Iteration 60F: 3 clusters Score -2407328 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2407326.500000 Penalty: 4998.743652
	Iteration 61Q: 3 clusters Score -2407326 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 18124 members 
Entering Unmasked Estep 
Score: -2407323.500000 Penalty: 4998.743652
	Iteration 62Q: 3 clusters Score -2407324 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2407327.000000 Penalty: 4998.743652
	Iteration 63Q: 3 clusters Score -2407327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 18131 members 
Entering Unmasked Estep 
Score: -2407326.250000 Penalty: 4998.743652
	Iteration 64Q: 3 clusters Score -2407326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
Score: -2407324.000000 Penalty: 4998.743652
	Iteration 65Q: 3 clusters Score -2407324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2407323.250000 Penalty: 4998.743652
	Iteration 66Q: 3 clusters Score -2407323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2407320.500000 Penalty: 4998.743652
	Iteration 67Q: 3 clusters Score -2407320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -2407320.500000 Penalty: 4998.743652
	Iteration 68F: 3 clusters Score -2407320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -260157.406250 Penalty: 1912.019653
	Iteration 0F: 2 clusters Score -260157.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -257366.968750 Penalty: 3824.039307
	Iteration 0F: 3 clusters Score -257367 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -257943.343750 Penalty: 3824.039307
	Iteration 1F: 3 clusters Score -257943.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -258088.515625 Penalty: 3824.039307
	Iteration 2F: 3 clusters Score -258088.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -258148.562500 Penalty: 3824.039307
	Iteration 3Q: 3 clusters Score -258148.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -258179.625000 Penalty: 3824.039307
	Iteration 4Q: 3 clusters Score -258179.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -258198.953125 Penalty: 3824.039307
	Iteration 5Q: 3 clusters Score -258199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -258213.265625 Penalty: 3824.039307
	Iteration 6Q: 3 clusters Score -258213.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -258228.265625 Penalty: 3824.039307
	Iteration 7Q: 3 clusters Score -258228.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -258240.890625 Penalty: 3824.039307
	Iteration 8Q: 3 clusters Score -258240.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -258248.500000 Penalty: 3824.039307
	Iteration 9Q: 3 clusters Score -258248.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -258254.437500 Penalty: 3824.039307
	Iteration 10Q: 3 clusters Score -258254.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -258259.359375 Penalty: 3824.039307
	Iteration 11Q: 3 clusters Score -258259.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -258266.109375 Penalty: 3824.039307
	Iteration 12Q: 3 clusters Score -258266.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -258270.703125 Penalty: 3824.039307
	Iteration 13Q: 3 clusters Score -258270.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -258271.718750 Penalty: 3824.039307
	Iteration 14Q: 3 clusters Score -258271.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -258272.312500 Penalty: 3824.039307
	Iteration 15Q: 3 clusters Score -258272.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -258272.312500 Penalty: 3824.039307
	Iteration 16F: 3 clusters Score -258272.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25839.906250 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -25839.91 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 137 members 
Entering Unmasked Estep 
Score: -24624.005859 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -24624.01 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -24699.847656 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -24699.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24726.794922 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -24726.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -24743.046875 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -24743.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24746.234375 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -24746.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -24746.234375 Penalty: 2763.788330
	Iteration 5F: 3 clusters Score -24746.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8564 members 
Entering Unmasked Estep 
Score: -948420.750000 Penalty: 2245.719971
	Iteration 0F: 2 clusters Score -948420.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -941600.937500 Penalty: 4491.439941
	Iteration 0F: 3 clusters Score -941600.9 nChanged 3503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -943444.250000 Penalty: 4491.439941
	Iteration 1F: 3 clusters Score -943444.2 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -943697.437500 Penalty: 4491.439941
	Iteration 2F: 3 clusters Score -943697.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -943890.812500 Penalty: 4491.439941
	Iteration 3F: 3 clusters Score -943890.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -944040.875000 Penalty: 4491.439941
	Iteration 4Q: 3 clusters Score -944040.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -944147.375000 Penalty: 4491.439941
	Iteration 5Q: 3 clusters Score -944147.4 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -944238.687500 Penalty: 4491.439941
	Iteration 6Q: 3 clusters Score -944238.7 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -944318.750000 Penalty: 4491.439941
	Iteration 7Q: 3 clusters Score -944318.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -944383.312500 Penalty: 4491.439941
	Iteration 8Q: 3 clusters Score -944383.3 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -944449.437500 Penalty: 4491.439941
	Iteration 9Q: 3 clusters Score -944449.4 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -944513.062500 Penalty: 4491.439941
	Iteration 10Q: 3 clusters Score -944513.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -944568.187500 Penalty: 4491.439941
	Iteration 11Q: 3 clusters Score -944568.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -944616.562500 Penalty: 4491.439941
	Iteration 12Q: 3 clusters Score -944616.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -944655.375000 Penalty: 4491.439941
	Iteration 13Q: 3 clusters Score -944655.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -944702.875000 Penalty: 4491.439941
	Iteration 14Q: 3 clusters Score -944702.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -944763.437500 Penalty: 4491.439941
	Iteration 15Q: 3 clusters Score -944763.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -944844.375000 Penalty: 4491.439941
	Iteration 16Q: 3 clusters Score -944844.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -944940.625000 Penalty: 4491.439941
	Iteration 17Q: 3 clusters Score -944940.6 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -945035.812500 Penalty: 4491.439941
	Iteration 18Q: 3 clusters Score -945035.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -945133.875000 Penalty: 4491.439941
	Iteration 19Q: 3 clusters Score -945133.9 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -945215.437500 Penalty: 4491.439941
	Iteration 20F: 3 clusters Score -945215.4 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -945302.625000 Penalty: 4491.439941
	Iteration 21Q: 3 clusters Score -945302.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -945396.875000 Penalty: 4491.439941
	Iteration 22Q: 3 clusters Score -945396.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -945513.625000 Penalty: 4491.439941
	Iteration 23Q: 3 clusters Score -945513.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -945635.500000 Penalty: 4491.439941
	Iteration 24Q: 3 clusters Score -945635.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -945741.312500 Penalty: 4491.439941
	Iteration 25Q: 3 clusters Score -945741.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -945842.625000 Penalty: 4491.439941
	Iteration 26Q: 3 clusters Score -945842.6 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -945938.437500 Penalty: 4491.439941
	Iteration 27Q: 3 clusters Score -945938.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -945996.812500 Penalty: 4491.439941
	Iteration 28Q: 3 clusters Score -945996.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -946046.500000 Penalty: 4491.439941
	Iteration 29Q: 3 clusters Score -946046.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -946090.375000 Penalty: 4491.439941
	Iteration 30Q: 3 clusters Score -946090.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -946132.250000 Penalty: 4491.439941
	Iteration 31Q: 3 clusters Score -946132.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -946173.000000 Penalty: 4491.439941
	Iteration 32Q: 3 clusters Score -946173 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -946204.625000 Penalty: 4491.439941
	Iteration 33Q: 3 clusters Score -946204.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -946236.500000 Penalty: 4491.439941
	Iteration 34Q: 3 clusters Score -946236.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -946264.375000 Penalty: 4491.439941
	Iteration 35Q: 3 clusters Score -946264.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -946278.187500 Penalty: 4491.439941
	Iteration 36Q: 3 clusters Score -946278.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -946297.562500 Penalty: 4491.439941
	Iteration 37Q: 3 clusters Score -946297.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -946319.000000 Penalty: 4491.439941
	Iteration 38Q: 3 clusters Score -946319 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -946338.500000 Penalty: 4491.439941
	Iteration 39Q: 3 clusters Score -946338.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -946353.187500 Penalty: 4491.439941
	Iteration 40F: 3 clusters Score -946353.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -946365.625000 Penalty: 4491.439941
	Iteration 41Q: 3 clusters Score -946365.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -946382.625000 Penalty: 4491.439941
	Iteration 42Q: 3 clusters Score -946382.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -946390.750000 Penalty: 4491.439941
	Iteration 43Q: 3 clusters Score -946390.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -946401.875000 Penalty: 4491.439941
	Iteration 44Q: 3 clusters Score -946401.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -946405.562500 Penalty: 4491.439941
	Iteration 45Q: 3 clusters Score -946405.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -946416.562500 Penalty: 4491.439941
	Iteration 46Q: 3 clusters Score -946416.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -946426.750000 Penalty: 4491.439941
	Iteration 47Q: 3 clusters Score -946426.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -946432.625000 Penalty: 4491.439941
	Iteration 48Q: 3 clusters Score -946432.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -946434.937500 Penalty: 4491.439941
	Iteration 49Q: 3 clusters Score -946434.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -946442.500000 Penalty: 4491.439941
	Iteration 50Q: 3 clusters Score -946442.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -946446.312500 Penalty: 4491.439941
	Iteration 51Q: 3 clusters Score -946446.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -946455.812500 Penalty: 4491.439941
	Iteration 52Q: 3 clusters Score -946455.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -946460.187500 Penalty: 4491.439941
	Iteration 53Q: 3 clusters Score -946460.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -946467.625000 Penalty: 4491.439941
	Iteration 54Q: 3 clusters Score -946467.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -946475.437500 Penalty: 4491.439941
	Iteration 55Q: 3 clusters Score -946475.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -946480.687500 Penalty: 4491.439941
	Iteration 56Q: 3 clusters Score -946480.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -946483.812500 Penalty: 4491.439941
	Iteration 57Q: 3 clusters Score -946483.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -946485.375000 Penalty: 4491.439941
	Iteration 58Q: 3 clusters Score -946485.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -946488.125000 Penalty: 4491.439941
	Iteration 59Q: 3 clusters Score -946488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -946488.437500 Penalty: 4491.439941
	Iteration 60F: 3 clusters Score -946488.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -946490.062500 Penalty: 4491.439941
	Iteration 61Q: 3 clusters Score -946490.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -946490.625000 Penalty: 4491.439941
	Iteration 62Q: 3 clusters Score -946490.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -946493.187500 Penalty: 4491.439941
	Iteration 63Q: 3 clusters Score -946493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -946494.187500 Penalty: 4491.439941
	Iteration 64Q: 3 clusters Score -946494.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -946495.125000 Penalty: 4491.439941
	Iteration 65Q: 3 clusters Score -946495.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -946495.125000 Penalty: 4491.439941
	Iteration 66F: 3 clusters Score -946495.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Entering Unmasked Estep 
Score: -2538983.000000 Penalty: 2471.344971
	Iteration 0F: 2 clusters Score -2538983 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -2524021.250000 Penalty: 4942.689941
	Iteration 0F: 3 clusters Score -2524021 nChanged 9416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2528937.000000 Penalty: 4942.689941
	Iteration 1F: 3 clusters Score -2528937 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2529328.250000 Penalty: 4942.689941
	Iteration 2F: 3 clusters Score -2529328 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -2529679.750000 Penalty: 4942.689941
	Iteration 3Q: 3 clusters Score -2529680 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2529976.750000 Penalty: 4942.689941
	Iteration 4Q: 3 clusters Score -2529977 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2530292.250000 Penalty: 4942.689941
	Iteration 5Q: 3 clusters Score -2530292 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -2530583.750000 Penalty: 4942.689941
	Iteration 6Q: 3 clusters Score -2530584 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -2530908.500000 Penalty: 4942.689941
	Iteration 7Q: 3 clusters Score -2530908 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -2531329.500000 Penalty: 4942.689941
	Iteration 8Q: 3 clusters Score -2531330 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -2531843.750000 Penalty: 4942.689941
	Iteration 9Q: 3 clusters Score -2531844 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -2532462.000000 Penalty: 4942.689941
	Iteration 10Q: 3 clusters Score -2532462 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2533211.750000 Penalty: 4942.689941
	Iteration 11F: 3 clusters Score -2533212 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -2533942.250000 Penalty: 4942.689941
	Iteration 12Q: 3 clusters Score -2533942 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -2534560.000000 Penalty: 4942.689941
	Iteration 13Q: 3 clusters Score -2534560 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2535056.000000 Penalty: 4942.689941
	Iteration 14Q: 3 clusters Score -2535056 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -2535423.750000 Penalty: 4942.689941
	Iteration 15Q: 3 clusters Score -2535424 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -2535716.500000 Penalty: 4942.689941
	Iteration 16Q: 3 clusters Score -2535716 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18572 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -2535952.000000 Penalty: 4942.689941
	Iteration 17Q: 3 clusters Score -2535952 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2536136.000000 Penalty: 4942.689941
	Iteration 18Q: 3 clusters Score -2536136 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -2536272.250000 Penalty: 4942.689941
	Iteration 19Q: 3 clusters Score -2536272 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -2536375.750000 Penalty: 4942.689941
	Iteration 20F: 3 clusters Score -2536376 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2536478.250000 Penalty: 4942.689941
	Iteration 21Q: 3 clusters Score -2536478 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19563 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -2536560.250000 Penalty: 4942.689941
	Iteration 22Q: 3 clusters Score -2536560 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2536621.250000 Penalty: 4942.689941
	Iteration 23Q: 3 clusters Score -2536621 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19772 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -2536672.500000 Penalty: 4942.689941
	Iteration 24Q: 3 clusters Score -2536672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19860 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2536726.500000 Penalty: 4942.689941
	Iteration 25Q: 3 clusters Score -2536726 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -2536771.000000 Penalty: 4942.689941
	Iteration 26Q: 3 clusters Score -2536771 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20019 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -2536811.250000 Penalty: 4942.689941
	Iteration 27Q: 3 clusters Score -2536811 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -2536853.250000 Penalty: 4942.689941
	Iteration 28Q: 3 clusters Score -2536853 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2536905.750000 Penalty: 4942.689941
	Iteration 29Q: 3 clusters Score -2536906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2536955.250000 Penalty: 4942.689941
	Iteration 30Q: 3 clusters Score -2536955 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20242 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2536990.750000 Penalty: 4942.689941
	Iteration 31Q: 3 clusters Score -2536991 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2537023.500000 Penalty: 4942.689941
	Iteration 32Q: 3 clusters Score -2537024 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20306 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2537039.750000 Penalty: 4942.689941
	Iteration 33Q: 3 clusters Score -2537040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2537055.500000 Penalty: 4942.689941
	Iteration 34Q: 3 clusters Score -2537056 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20344 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2537066.250000 Penalty: 4942.689941
	Iteration 35Q: 3 clusters Score -2537066 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20363 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -2537086.000000 Penalty: 4942.689941
	Iteration 36Q: 3 clusters Score -2537086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2537094.500000 Penalty: 4942.689941
	Iteration 37Q: 3 clusters Score -2537094 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2537097.000000 Penalty: 4942.689941
	Iteration 38Q: 3 clusters Score -2537097 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2537102.250000 Penalty: 4942.689941
	Iteration 39Q: 3 clusters Score -2537102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -2537110.750000 Penalty: 4942.689941
	Iteration 40F: 3 clusters Score -2537111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20408 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2537110.750000 Penalty: 4942.689941
	Iteration 41Q: 3 clusters Score -2537111 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2537110.750000 Penalty: 4942.689941
	Iteration 42Q: 3 clusters Score -2537111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2537113.500000 Penalty: 4942.689941
	Iteration 43Q: 3 clusters Score -2537114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2537116.750000 Penalty: 4942.689941
	Iteration 44Q: 3 clusters Score -2537117 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2537118.500000 Penalty: 4942.689941
	Iteration 45Q: 3 clusters Score -2537118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2537117.500000 Penalty: 4942.689941
	Iteration 46Q: 3 clusters Score -2537118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2537126.000000 Penalty: 4942.689941
	Iteration 47Q: 3 clusters Score -2537126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -2537122.000000 Penalty: 4942.689941
	Iteration 48Q: 3 clusters Score -2537122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20429 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2537120.250000 Penalty: 4942.689941
	Iteration 49Q: 3 clusters Score -2537120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2537119.750000 Penalty: 4942.689941
	Iteration 50Q: 3 clusters Score -2537120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2537123.500000 Penalty: 4942.689941
	Iteration 51Q: 3 clusters Score -2537124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2537124.750000 Penalty: 4942.689941
	Iteration 52Q: 3 clusters Score -2537125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2537128.250000 Penalty: 4942.689941
	Iteration 53Q: 3 clusters Score -2537128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2537131.250000 Penalty: 4942.689941
	Iteration 54Q: 3 clusters Score -2537131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2537129.500000 Penalty: 4942.689941
	Iteration 55Q: 3 clusters Score -2537130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2537131.000000 Penalty: 4942.689941
	Iteration 56Q: 3 clusters Score -2537131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -2537136.250000 Penalty: 4942.689941
	Iteration 57Q: 3 clusters Score -2537136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2537136.000000 Penalty: 4942.689941
	Iteration 58Q: 3 clusters Score -2537136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2537136.000000 Penalty: 4942.689941
	Iteration 59Q: 3 clusters Score -2537136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -2537137.000000 Penalty: 4942.689941
	Iteration 60F: 3 clusters Score -2537137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2537138.000000 Penalty: 4942.689941
	Iteration 61Q: 3 clusters Score -2537138 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2537138.000000 Penalty: 4942.689941
	Iteration 62F: 3 clusters Score -2537138 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -60219.140625 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -60219.14 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 279 members 
Entering Unmasked Estep 
Score: -58622.859375 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -58622.86 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -58794.148438 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -58794.15 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58873.359375 Penalty: 3146.564697
	Iteration 2Q: 3 clusters Score -58873.36 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58945.773438 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -58945.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58956.445312 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -58956.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58960.527344 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -58960.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -58960.527344 Penalty: 3146.564697
	Iteration 6F: 3 clusters Score -58960.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Entering Unmasked Estep 
Score: -1645175.000000 Penalty: 2363.789551
	Iteration 0F: 2 clusters Score -1645175 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -1635022.750000 Penalty: 4727.579102
	Iteration 0F: 3 clusters Score -1635023 nChanged 5963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1638215.250000 Penalty: 4727.579102
	Iteration 1F: 3 clusters Score -1638215 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1638599.000000 Penalty: 4727.579102
	Iteration 2F: 3 clusters Score -1638599 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -1638926.375000 Penalty: 4727.579102
	Iteration 3F: 3 clusters Score -1638926 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1639241.250000 Penalty: 4727.579102
	Iteration 4Q: 3 clusters Score -1639241 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1639580.500000 Penalty: 4727.579102
	Iteration 5Q: 3 clusters Score -1639580 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1639955.250000 Penalty: 4727.579102
	Iteration 6Q: 3 clusters Score -1639955 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1640345.250000 Penalty: 4727.579102
	Iteration 7Q: 3 clusters Score -1640345 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1640726.375000 Penalty: 4727.579102
	Iteration 8Q: 3 clusters Score -1640726 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1641094.625000 Penalty: 4727.579102
	Iteration 9Q: 3 clusters Score -1641095 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1641439.875000 Penalty: 4727.579102
	Iteration 10Q: 3 clusters Score -1641440 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7090 members 
Entering Unmasked Estep 
Score: -1641743.000000 Penalty: 4727.579102
	Iteration 11Q: 3 clusters Score -1641743 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1641981.125000 Penalty: 4727.579102
	Iteration 12Q: 3 clusters Score -1641981 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1642136.125000 Penalty: 4727.579102
	Iteration 13Q: 3 clusters Score -1642136 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -1642215.625000 Penalty: 4727.579102
	Iteration 14Q: 3 clusters Score -1642216 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 7160 members 
Entering Unmasked Estep 
Score: -1642268.375000 Penalty: 4727.579102
	Iteration 15Q: 3 clusters Score -1642268 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -1642316.375000 Penalty: 4727.579102
	Iteration 16Q: 3 clusters Score -1642316 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1642351.875000 Penalty: 4727.579102
	Iteration 17Q: 3 clusters Score -1642352 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1642382.500000 Penalty: 4727.579102
	Iteration 18Q: 3 clusters Score -1642382 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -1642414.875000 Penalty: 4727.579102
	Iteration 19Q: 3 clusters Score -1642415 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1642444.375000 Penalty: 4727.579102
	Iteration 20F: 3 clusters Score -1642444 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1642456.500000 Penalty: 4727.579102
	Iteration 21Q: 3 clusters Score -1642456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1642478.375000 Penalty: 4727.579102
	Iteration 22Q: 3 clusters Score -1642478 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1642494.625000 Penalty: 4727.579102
	Iteration 23Q: 3 clusters Score -1642495 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1642517.125000 Penalty: 4727.579102
	Iteration 24Q: 3 clusters Score -1642517 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 7207 members 
Entering Unmasked Estep 
Score: -1642527.625000 Penalty: 4727.579102
	Iteration 25Q: 3 clusters Score -1642528 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1642539.750000 Penalty: 4727.579102
	Iteration 26Q: 3 clusters Score -1642540 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1642555.250000 Penalty: 4727.579102
	Iteration 27Q: 3 clusters Score -1642555 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1642558.125000 Penalty: 4727.579102
	Iteration 28Q: 3 clusters Score -1642558 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1642573.250000 Penalty: 4727.579102
	Iteration 29Q: 3 clusters Score -1642573 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1642588.250000 Penalty: 4727.579102
	Iteration 30Q: 3 clusters Score -1642588 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1642607.875000 Penalty: 4727.579102
	Iteration 31Q: 3 clusters Score -1642608 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1642620.750000 Penalty: 4727.579102
	Iteration 32Q: 3 clusters Score -1642621 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 7063 members 
Entering Unmasked Estep 
Score: -1642632.500000 Penalty: 4727.579102
	Iteration 33Q: 3 clusters Score -1642632 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1642648.250000 Penalty: 4727.579102
	Iteration 34Q: 3 clusters Score -1642648 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1642659.750000 Penalty: 4727.579102
	Iteration 35Q: 3 clusters Score -1642660 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1642676.500000 Penalty: 4727.579102
	Iteration 36Q: 3 clusters Score -1642676 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -1642695.000000 Penalty: 4727.579102
	Iteration 37Q: 3 clusters Score -1642695 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1642710.375000 Penalty: 4727.579102
	Iteration 38Q: 3 clusters Score -1642710 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1642717.375000 Penalty: 4727.579102
	Iteration 39Q: 3 clusters Score -1642717 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1642734.125000 Penalty: 4727.579102
	Iteration 40F: 3 clusters Score -1642734 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1642740.500000 Penalty: 4727.579102
	Iteration 41Q: 3 clusters Score -1642740 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1642752.875000 Penalty: 4727.579102
	Iteration 42Q: 3 clusters Score -1642753 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1642761.750000 Penalty: 4727.579102
	Iteration 43Q: 3 clusters Score -1642762 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1642765.875000 Penalty: 4727.579102
	Iteration 44Q: 3 clusters Score -1642766 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1642775.000000 Penalty: 4727.579102
	Iteration 45Q: 3 clusters Score -1642775 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1642782.625000 Penalty: 4727.579102
	Iteration 46Q: 3 clusters Score -1642783 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1642791.000000 Penalty: 4727.579102
	Iteration 47Q: 3 clusters Score -1642791 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1642796.375000 Penalty: 4727.579102
	Iteration 48Q: 3 clusters Score -1642796 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1642808.000000 Penalty: 4727.579102
	Iteration 49Q: 3 clusters Score -1642808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 6858 members 
Entering Unmasked Estep 
Score: -1642815.875000 Penalty: 4727.579102
	Iteration 50Q: 3 clusters Score -1642816 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -1642825.375000 Penalty: 4727.579102
	Iteration 51Q: 3 clusters Score -1642825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -1642831.625000 Penalty: 4727.579102
	Iteration 52Q: 3 clusters Score -1642832 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -1642831.375000 Penalty: 4727.579102
	Iteration 53Q: 3 clusters Score -1642831 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1642844.375000 Penalty: 4727.579102
	Iteration 54Q: 3 clusters Score -1642844 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1642850.375000 Penalty: 4727.579102
	Iteration 55Q: 3 clusters Score -1642850 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -1642852.500000 Penalty: 4727.579102
	Iteration 56Q: 3 clusters Score -1642852 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1642853.750000 Penalty: 4727.579102
	Iteration 57Q: 3 clusters Score -1642854 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1642859.625000 Penalty: 4727.579102
	Iteration 58Q: 3 clusters Score -1642860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1642862.500000 Penalty: 4727.579102
	Iteration 59Q: 3 clusters Score -1642862 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1642863.000000 Penalty: 4727.579102
	Iteration 60F: 3 clusters Score -1642863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1642869.250000 Penalty: 4727.579102
	Iteration 61Q: 3 clusters Score -1642869 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1642871.375000 Penalty: 4727.579102
	Iteration 62Q: 3 clusters Score -1642871 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -1642874.250000 Penalty: 4727.579102
	Iteration 63Q: 3 clusters Score -1642874 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1642882.500000 Penalty: 4727.579102
	Iteration 64Q: 3 clusters Score -1642882 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1642885.500000 Penalty: 4727.579102
	Iteration 65Q: 3 clusters Score -1642886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -1642884.750000 Penalty: 4727.579102
	Iteration 66Q: 3 clusters Score -1642885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1642888.500000 Penalty: 4727.579102
	Iteration 67Q: 3 clusters Score -1642888 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1642894.375000 Penalty: 4727.579102
	Iteration 68Q: 3 clusters Score -1642894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1642898.125000 Penalty: 4727.579102
	Iteration 69Q: 3 clusters Score -1642898 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1642897.875000 Penalty: 4727.579102
	Iteration 70Q: 3 clusters Score -1642898 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -1642897.250000 Penalty: 4727.579102
	Iteration 71Q: 3 clusters Score -1642897 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1642900.000000 Penalty: 4727.579102
	Iteration 72Q: 3 clusters Score -1642900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1642905.625000 Penalty: 4727.579102
	Iteration 73Q: 3 clusters Score -1642906 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1642898.375000 Penalty: 4727.579102
	Iteration 74Q: 3 clusters Score -1642898 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1642901.500000 Penalty: 4727.579102
	Iteration 75Q: 3 clusters Score -1642902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1642907.625000 Penalty: 4727.579102
	Iteration 76Q: 3 clusters Score -1642908 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1642915.000000 Penalty: 4727.579102
	Iteration 77Q: 3 clusters Score -1642915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -1642917.750000 Penalty: 4727.579102
	Iteration 78Q: 3 clusters Score -1642918 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1642916.375000 Penalty: 4727.579102
	Iteration 79Q: 3 clusters Score -1642916 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1642919.125000 Penalty: 4727.579102
	Iteration 80F: 3 clusters Score -1642919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1642923.250000 Penalty: 4727.579102
	Iteration 81Q: 3 clusters Score -1642923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1642925.250000 Penalty: 4727.579102
	Iteration 82Q: 3 clusters Score -1642925 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1642922.500000 Penalty: 4727.579102
	Iteration 83Q: 3 clusters Score -1642922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1642923.375000 Penalty: 4727.579102
	Iteration 84Q: 3 clusters Score -1642923 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1642925.750000 Penalty: 4727.579102
	Iteration 85Q: 3 clusters Score -1642926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1642925.000000 Penalty: 4727.579102
	Iteration 86Q: 3 clusters Score -1642925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1642925.250000 Penalty: 4727.579102
	Iteration 87Q: 3 clusters Score -1642925 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -1642927.750000 Penalty: 4727.579102
	Iteration 88Q: 3 clusters Score -1642928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1642928.000000 Penalty: 4727.579102
	Iteration 89Q: 3 clusters Score -1642928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -1642928.000000 Penalty: 4727.579102
	Iteration 90F: 3 clusters Score -1642928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Entering Unmasked Estep 
Score: -136129.140625 Penalty: 1853.321167
	Iteration 0F: 2 clusters Score -136129.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -133673.296875 Penalty: 3706.642334
	Iteration 0F: 3 clusters Score -133673.3 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -134207.312500 Penalty: 3706.642334
	Iteration 1F: 3 clusters Score -134207.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -134353.468750 Penalty: 3706.642334
	Iteration 2F: 3 clusters Score -134353.5 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -134452.796875 Penalty: 3706.642334
	Iteration 3F: 3 clusters Score -134452.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -134545.843750 Penalty: 3706.642334
	Iteration 4Q: 3 clusters Score -134545.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -134656.781250 Penalty: 3706.642334
	Iteration 5Q: 3 clusters Score -134656.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -134758.796875 Penalty: 3706.642334
	Iteration 6Q: 3 clusters Score -134758.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -134843.593750 Penalty: 3706.642334
	Iteration 7Q: 3 clusters Score -134843.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -134905.890625 Penalty: 3706.642334
	Iteration 8Q: 3 clusters Score -134905.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -134959.281250 Penalty: 3706.642334
	Iteration 9Q: 3 clusters Score -134959.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -135004.578125 Penalty: 3706.642334
	Iteration 10Q: 3 clusters Score -135004.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -135028.437500 Penalty: 3706.642334
	Iteration 11Q: 3 clusters Score -135028.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -135050.187500 Penalty: 3706.642334
	Iteration 12Q: 3 clusters Score -135050.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -135078.171875 Penalty: 3706.642334
	Iteration 13Q: 3 clusters Score -135078.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -135099.000000 Penalty: 3706.642334
	Iteration 14Q: 3 clusters Score -135099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -135112.000000 Penalty: 3706.642334
	Iteration 15Q: 3 clusters Score -135112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -135120.328125 Penalty: 3706.642334
	Iteration 16Q: 3 clusters Score -135120.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -135123.531250 Penalty: 3706.642334
	Iteration 17Q: 3 clusters Score -135123.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -135124.812500 Penalty: 3706.642334
	Iteration 18Q: 3 clusters Score -135124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -135124.812500 Penalty: 3706.642334
	Iteration 19F: 3 clusters Score -135124.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 17186 members 
Mstep: Class 4 contains 195276 members 
Mstep: Class 5 contains 157865 members 
Mstep: Class 6 contains 245112 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 36087 members 
Mstep: Class 11 contains 34716 members 
Mstep: Class 12 contains 52465 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90368 members 
Mstep: Class 15 contains 19768 members 
Mstep: Class 16 contains 12053 members 
Mstep: Class 17 contains 8794 members 
Mstep: Class 18 contains 196212 members 
Mstep: Class 19 contains 58265 members 
Mstep: Class 20 contains 12244 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 183076 members 
Mstep: Class 23 contains 23816 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8564 members 
Mstep: Class 27 contains 21271 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13786 members 
Mstep: Class 30 contains 1760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472944.000000 Penalty: 105389.281250
Iteration 279Q: 31 clusters Score -1.614729e+08 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 17171 members 
Mstep: Class 4 contains 195144 members 
Mstep: Class 5 contains 157833 members 
Mstep: Class 6 contains 245487 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 9045 members 
Mstep: Class 10 contains 36092 members 
Mstep: Class 11 contains 34715 members 
Mstep: Class 12 contains 52432 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90415 members 
Mstep: Class 15 contains 19767 members 
Mstep: Class 16 contains 12053 members 
Mstep: Class 17 contains 8791 members 
Mstep: Class 18 contains 196214 members 
Mstep: Class 19 contains 58246 members 
Mstep: Class 20 contains 12240 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 182910 members 
Mstep: Class 23 contains 23815 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8582 members 
Mstep: Class 27 contains 21218 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13787 members 
Mstep: Class 30 contains 1763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161473168.000000 Penalty: 105389.281250
Iteration 280F: 31 clusters Score -1.614732e+08 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 17156 members 
Mstep: Class 4 contains 194995 members 
Mstep: Class 5 contains 157805 members 
Mstep: Class 6 contains 245883 members 
Mstep: Class 7 contains 3632 members 
Mstep: Class 8 contains 2672 members 
Mstep: Class 9 contains 9046 members 
Mstep: Class 10 contains 36088 members 
Mstep: Class 11 contains 34718 members 
Mstep: Class 12 contains 52406 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90437 members 
Mstep: Class 15 contains 19768 members 
Mstep: Class 16 contains 12052 members 
Mstep: Class 17 contains 8792 members 
Mstep: Class 18 contains 196191 members 
Mstep: Class 19 contains 58233 members 
Mstep: Class 20 contains 12239 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 182751 members 
Mstep: Class 23 contains 23816 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8600 members 
Mstep: Class 27 contains 21180 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13786 members 
Mstep: Class 30 contains 1767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472976.000000 Penalty: 105389.281250
Iteration 281Q: 31 clusters Score -1.61473e+08 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 17146 members 
Mstep: Class 4 contains 194830 members 
Mstep: Class 5 contains 157742 members 
Mstep: Class 6 contains 246282 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2673 members 
Mstep: Class 9 contains 9046 members 
Mstep: Class 10 contains 36086 members 
Mstep: Class 11 contains 34723 members 
Mstep: Class 12 contains 52379 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90490 members 
Mstep: Class 15 contains 19768 members 
Mstep: Class 16 contains 12052 members 
Mstep: Class 17 contains 8793 members 
Mstep: Class 18 contains 196159 members 
Mstep: Class 19 contains 58206 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 182630 members 
Mstep: Class 23 contains 23814 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8612 members 
Mstep: Class 27 contains 21145 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13787 members 
Mstep: Class 30 contains 1772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161473072.000000 Penalty: 105389.281250
Iteration 282Q: 31 clusters Score -1.614731e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 657 members 
Mstep: Class 3 contains 17138 members 
Mstep: Class 4 contains 194660 members 
Mstep: Class 5 contains 157721 members 
Mstep: Class 6 contains 246673 members 
Mstep: Class 7 contains 3634 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 9045 members 
Mstep: Class 10 contains 36086 members 
Mstep: Class 11 contains 34717 members 
Mstep: Class 12 contains 52359 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90546 members 
Mstep: Class 15 contains 19770 members 
Mstep: Class 16 contains 12057 members 
Mstep: Class 17 contains 8794 members 
Mstep: Class 18 contains 196128 members 
Mstep: Class 19 contains 58188 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 182468 members 
Mstep: Class 23 contains 23814 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8622 members 
Mstep: Class 27 contains 21103 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 1774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161473200.000000 Penalty: 105389.281250
Iteration 283Q: 31 clusters Score -1.614732e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17133 members 
Mstep: Class 4 contains 194466 members 
Mstep: Class 5 contains 157728 members 
Mstep: Class 6 contains 247055 members 
Mstep: Class 7 contains 3633 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9045 members 
Mstep: Class 10 contains 36091 members 
Mstep: Class 11 contains 34715 members 
Mstep: Class 12 contains 52348 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90591 members 
Mstep: Class 15 contains 19773 members 
Mstep: Class 16 contains 12060 members 
Mstep: Class 17 contains 8793 members 
Mstep: Class 18 contains 196050 members 
Mstep: Class 19 contains 58172 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 182349 members 
Mstep: Class 23 contains 23813 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8627 members 
Mstep: Class 27 contains 21069 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13790 members 
Mstep: Class 30 contains 1775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161473392.000000 Penalty: 105389.281250
Iteration 284Q: 31 clusters Score -1.614734e+08 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17125 members 
Mstep: Class 4 contains 194255 members 
Mstep: Class 5 contains 157718 members 
Mstep: Class 6 contains 247465 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9043 members 
Mstep: Class 10 contains 36097 members 
Mstep: Class 11 contains 34712 members 
Mstep: Class 12 contains 52335 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90625 members 
Mstep: Class 15 contains 19773 members 
Mstep: Class 16 contains 12062 members 
Mstep: Class 17 contains 8790 members 
Mstep: Class 18 contains 195978 members 
Mstep: Class 19 contains 58162 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 182244 members 
Mstep: Class 23 contains 23814 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8632 members 
Mstep: Class 27 contains 21040 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13791 members 
Mstep: Class 30 contains 1775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161473536.000000 Penalty: 105389.281250
Iteration 285Q: 31 clusters Score -1.614735e+08 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8541 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17119 members 
Mstep: Class 4 contains 194021 members 
Mstep: Class 5 contains 157710 members 
Mstep: Class 6 contains 247868 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9042 members 
Mstep: Class 10 contains 36098 members 
Mstep: Class 11 contains 34707 members 
Mstep: Class 12 contains 52307 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90668 members 
Mstep: Class 15 contains 19772 members 
Mstep: Class 16 contains 12062 members 
Mstep: Class 17 contains 8787 members 
Mstep: Class 18 contains 195916 members 
Mstep: Class 19 contains 58162 members 
Mstep: Class 20 contains 12238 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 182168 members 
Mstep: Class 23 contains 23818 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8638 members 
Mstep: Class 27 contains 21002 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13784 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161473328.000000 Penalty: 105389.281250
Iteration 286Q: 31 clusters Score -1.614733e+08 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17116 members 
Mstep: Class 4 contains 193784 members 
Mstep: Class 5 contains 157693 members 
Mstep: Class 6 contains 248289 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 9043 members 
Mstep: Class 10 contains 36095 members 
Mstep: Class 11 contains 34709 members 
Mstep: Class 12 contains 52290 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90708 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 12063 members 
Mstep: Class 17 contains 8785 members 
Mstep: Class 18 contains 195870 members 
Mstep: Class 19 contains 58154 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 182098 members 
Mstep: Class 23 contains 23817 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8640 members 
Mstep: Class 27 contains 20945 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13780 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161473728.000000 Penalty: 105389.281250
Iteration 287Q: 31 clusters Score -1.614737e+08 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17109 members 
Mstep: Class 4 contains 193575 members 
Mstep: Class 5 contains 157672 members 
Mstep: Class 6 contains 248698 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9045 members 
Mstep: Class 10 contains 36089 members 
Mstep: Class 11 contains 34709 members 
Mstep: Class 12 contains 52272 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90743 members 
Mstep: Class 15 contains 19771 members 
Mstep: Class 16 contains 12064 members 
Mstep: Class 17 contains 8783 members 
Mstep: Class 18 contains 195797 members 
Mstep: Class 19 contains 58144 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 182028 members 
Mstep: Class 23 contains 23818 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8648 members 
Mstep: Class 27 contains 20903 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13780 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474016.000000 Penalty: 105389.281250
Iteration 288Q: 31 clusters Score -1.61474e+08 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17101 members 
Mstep: Class 4 contains 193339 members 
Mstep: Class 5 contains 157661 members 
Mstep: Class 6 contains 249129 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9046 members 
Mstep: Class 10 contains 36081 members 
Mstep: Class 11 contains 34712 members 
Mstep: Class 12 contains 52264 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90780 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 12068 members 
Mstep: Class 17 contains 8782 members 
Mstep: Class 18 contains 195720 members 
Mstep: Class 19 contains 58124 members 
Mstep: Class 20 contains 12232 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 181950 members 
Mstep: Class 23 contains 23817 members 
Mstep: Class 24 contains 2234 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8657 members 
Mstep: Class 27 contains 20866 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13774 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161473792.000000 Penalty: 105389.281250
Iteration 289Q: 31 clusters Score -1.614738e+08 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17091 members 
Mstep: Class 4 contains 193136 members 
Mstep: Class 5 contains 157676 members 
Mstep: Class 6 contains 249524 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 10 contains 36065 members 
Mstep: Class 11 contains 34711 members 
Mstep: Class 12 contains 52253 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90810 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 12070 members 
Mstep: Class 17 contains 8780 members 
Mstep: Class 18 contains 195669 members 
Mstep: Class 19 contains 58106 members 
Mstep: Class 20 contains 12232 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 181854 members 
Mstep: Class 23 contains 23815 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8663 members 
Mstep: Class 27 contains 20823 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13772 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474128.000000 Penalty: 105389.281250
Iteration 290Q: 31 clusters Score -1.614741e+08 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17075 members 
Mstep: Class 4 contains 192928 members 
Mstep: Class 5 contains 157733 members 
Mstep: Class 6 contains 249909 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9048 members 
Mstep: Class 10 contains 36060 members 
Mstep: Class 11 contains 34712 members 
Mstep: Class 12 contains 52247 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90846 members 
Mstep: Class 15 contains 19771 members 
Mstep: Class 16 contains 12072 members 
Mstep: Class 17 contains 8777 members 
Mstep: Class 18 contains 195633 members 
Mstep: Class 19 contains 58075 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 181707 members 
Mstep: Class 23 contains 23815 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8668 members 
Mstep: Class 27 contains 20783 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13769 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474464.000000 Penalty: 105389.281250
Iteration 291Q: 31 clusters Score -1.614745e+08 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17066 members 
Mstep: Class 4 contains 192708 members 
Mstep: Class 5 contains 157769 members 
Mstep: Class 6 contains 250273 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9051 members 
Mstep: Class 10 contains 36056 members 
Mstep: Class 11 contains 34708 members 
Mstep: Class 12 contains 52240 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90866 members 
Mstep: Class 15 contains 19771 members 
Mstep: Class 16 contains 12073 members 
Mstep: Class 17 contains 8774 members 
Mstep: Class 18 contains 195618 members 
Mstep: Class 19 contains 58054 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 181596 members 
Mstep: Class 23 contains 23817 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8672 members 
Mstep: Class 27 contains 20739 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13766 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474992.000000 Penalty: 105389.281250
Iteration 292Q: 31 clusters Score -1.61475e+08 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17058 members 
Mstep: Class 4 contains 192483 members 
Mstep: Class 5 contains 157802 members 
Mstep: Class 6 contains 250635 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9052 members 
Mstep: Class 10 contains 36056 members 
Mstep: Class 11 contains 34706 members 
Mstep: Class 12 contains 52243 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90881 members 
Mstep: Class 15 contains 19772 members 
Mstep: Class 16 contains 12075 members 
Mstep: Class 17 contains 8770 members 
Mstep: Class 18 contains 195595 members 
Mstep: Class 19 contains 58023 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 181494 members 
Mstep: Class 23 contains 23816 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8678 members 
Mstep: Class 27 contains 20710 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13763 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161475136.000000 Penalty: 105389.281250
Iteration 293Q: 31 clusters Score -1.614751e+08 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17052 members 
Mstep: Class 4 contains 192254 members 
Mstep: Class 5 contains 157853 members 
Mstep: Class 6 contains 250970 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 9052 members 
Mstep: Class 10 contains 36050 members 
Mstep: Class 11 contains 34708 members 
Mstep: Class 12 contains 52250 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90903 members 
Mstep: Class 15 contains 19767 members 
Mstep: Class 16 contains 12076 members 
Mstep: Class 17 contains 8768 members 
Mstep: Class 18 contains 195590 members 
Mstep: Class 19 contains 57988 members 
Mstep: Class 20 contains 12228 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 181395 members 
Mstep: Class 23 contains 23817 members 
Mstep: Class 24 contains 2233 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8680 members 
Mstep: Class 27 contains 20671 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13761 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474672.000000 Penalty: 105389.281250
Iteration 294Q: 31 clusters Score -1.614747e+08 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17050 members 
Mstep: Class 4 contains 192040 members 
Mstep: Class 5 contains 157874 members 
Mstep: Class 6 contains 251301 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9052 members 
Mstep: Class 10 contains 36034 members 
Mstep: Class 11 contains 34707 members 
Mstep: Class 12 contains 52261 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90922 members 
Mstep: Class 15 contains 19769 members 
Mstep: Class 16 contains 12076 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 195569 members 
Mstep: Class 19 contains 57970 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 181324 members 
Mstep: Class 23 contains 23819 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8685 members 
Mstep: Class 27 contains 20627 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13754 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474848.000000 Penalty: 105389.281250
Iteration 295Q: 31 clusters Score -1.614748e+08 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17045 members 
Mstep: Class 4 contains 191851 members 
Mstep: Class 5 contains 157899 members 
Mstep: Class 6 contains 251602 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9054 members 
Mstep: Class 10 contains 36017 members 
Mstep: Class 11 contains 34706 members 
Mstep: Class 12 contains 52265 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90955 members 
Mstep: Class 15 contains 19768 members 
Mstep: Class 16 contains 12076 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 195543 members 
Mstep: Class 19 contains 57950 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 181255 members 
Mstep: Class 23 contains 23820 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8689 members 
Mstep: Class 27 contains 20580 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13750 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474928.000000 Penalty: 105389.281250
Iteration 296Q: 31 clusters Score -1.614749e+08 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17042 members 
Mstep: Class 4 contains 191691 members 
Mstep: Class 5 contains 157853 members 
Mstep: Class 6 contains 251931 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9055 members 
Mstep: Class 10 contains 35999 members 
Mstep: Class 11 contains 34705 members 
Mstep: Class 12 contains 52268 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90983 members 
Mstep: Class 15 contains 19768 members 
Mstep: Class 16 contains 12076 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 195519 members 
Mstep: Class 19 contains 57936 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 181185 members 
Mstep: Class 23 contains 23822 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8692 members 
Mstep: Class 27 contains 20546 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13743 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474944.000000 Penalty: 105389.281250
Iteration 297Q: 31 clusters Score -1.614749e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17043 members 
Mstep: Class 4 contains 191528 members 
Mstep: Class 5 contains 157810 members 
Mstep: Class 6 contains 252266 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9057 members 
Mstep: Class 10 contains 35996 members 
Mstep: Class 11 contains 34706 members 
Mstep: Class 12 contains 52260 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91019 members 
Mstep: Class 15 contains 19766 members 
Mstep: Class 16 contains 12078 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 195469 members 
Mstep: Class 19 contains 57913 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 181118 members 
Mstep: Class 23 contains 23821 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8694 members 
Mstep: Class 27 contains 20514 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13742 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474816.000000 Penalty: 105389.281250
Iteration 298Q: 31 clusters Score -1.614748e+08 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17038 members 
Mstep: Class 4 contains 191350 members 
Mstep: Class 5 contains 157816 members 
Mstep: Class 6 contains 252576 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 9057 members 
Mstep: Class 10 contains 35989 members 
Mstep: Class 11 contains 34704 members 
Mstep: Class 12 contains 52258 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91057 members 
Mstep: Class 15 contains 19765 members 
Mstep: Class 16 contains 12079 members 
Mstep: Class 17 contains 8765 members 
Mstep: Class 18 contains 195423 members 
Mstep: Class 19 contains 57886 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 181049 members 
Mstep: Class 23 contains 23822 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8697 members 
Mstep: Class 27 contains 20483 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13741 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474784.000000 Penalty: 105389.281250
Iteration 299Q: 31 clusters Score -1.614748e+08 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17027 members 
Mstep: Class 4 contains 191200 members 
Mstep: Class 5 contains 157787 members 
Mstep: Class 6 contains 252877 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9058 members 
Mstep: Class 10 contains 35979 members 
Mstep: Class 11 contains 34703 members 
Mstep: Class 12 contains 52262 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91094 members 
Mstep: Class 15 contains 19759 members 
Mstep: Class 16 contains 12080 members 
Mstep: Class 17 contains 8765 members 
Mstep: Class 18 contains 195398 members 
Mstep: Class 19 contains 57848 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 180991 members 
Mstep: Class 23 contains 23824 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8700 members 
Mstep: Class 27 contains 20450 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13745 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161475072.000000 Penalty: 105389.281250
Iteration 300F: 31 clusters Score -1.614751e+08 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17016 members 
Mstep: Class 4 contains 191048 members 
Mstep: Class 5 contains 157741 members 
Mstep: Class 6 contains 253213 members 
Mstep: Class 7 contains 3624 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 9061 members 
Mstep: Class 10 contains 35962 members 
Mstep: Class 11 contains 34703 members 
Mstep: Class 12 contains 52259 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91118 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 12080 members 
Mstep: Class 17 contains 8764 members 
Mstep: Class 18 contains 195393 members 
Mstep: Class 19 contains 57817 members 
Mstep: Class 20 contains 12225 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 180930 members 
Mstep: Class 23 contains 23823 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8705 members 
Mstep: Class 27 contains 20402 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13744 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161475104.000000 Penalty: 105389.281250
Iteration 301Q: 31 clusters Score -1.614751e+08 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17006 members 
Mstep: Class 4 contains 190900 members 
Mstep: Class 5 contains 157722 members 
Mstep: Class 6 contains 253548 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2678 members 
Mstep: Class 9 contains 9062 members 
Mstep: Class 10 contains 35939 members 
Mstep: Class 11 contains 34703 members 
Mstep: Class 12 contains 52251 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91141 members 
Mstep: Class 15 contains 19753 members 
Mstep: Class 16 contains 12080 members 
Mstep: Class 17 contains 8765 members 
Mstep: Class 18 contains 195384 members 
Mstep: Class 19 contains 57788 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 180841 members 
Mstep: Class 23 contains 23825 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8714 members 
Mstep: Class 27 contains 20362 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13741 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161475584.000000 Penalty: 105389.281250
Iteration 302Q: 31 clusters Score -1.614756e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 17001 members 
Mstep: Class 4 contains 190771 members 
Mstep: Class 5 contains 157717 members 
Mstep: Class 6 contains 253872 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 9062 members 
Mstep: Class 10 contains 35914 members 
Mstep: Class 11 contains 34701 members 
Mstep: Class 12 contains 52246 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91174 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 12080 members 
Mstep: Class 17 contains 8765 members 
Mstep: Class 18 contains 195358 members 
Mstep: Class 19 contains 57757 members 
Mstep: Class 20 contains 12225 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 180749 members 
Mstep: Class 23 contains 23825 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8719 members 
Mstep: Class 27 contains 20314 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161475552.000000 Penalty: 105389.281250
Iteration 303Q: 31 clusters Score -1.614756e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16994 members 
Mstep: Class 4 contains 190632 members 
Mstep: Class 5 contains 157684 members 
Mstep: Class 6 contains 254221 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 35894 members 
Mstep: Class 11 contains 34697 members 
Mstep: Class 12 contains 52241 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91203 members 
Mstep: Class 15 contains 19757 members 
Mstep: Class 16 contains 12080 members 
Mstep: Class 17 contains 8765 members 
Mstep: Class 18 contains 195352 members 
Mstep: Class 19 contains 57733 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 180648 members 
Mstep: Class 23 contains 23827 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8723 members 
Mstep: Class 27 contains 20261 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13742 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161475824.000000 Penalty: 105389.281250
Iteration 304Q: 31 clusters Score -1.614758e+08 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8696 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16992 members 
Mstep: Class 4 contains 190488 members 
Mstep: Class 5 contains 157665 members 
Mstep: Class 6 contains 254555 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 35890 members 
Mstep: Class 11 contains 34702 members 
Mstep: Class 12 contains 52243 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91229 members 
Mstep: Class 15 contains 19754 members 
Mstep: Class 16 contains 12080 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 195348 members 
Mstep: Class 19 contains 57726 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 180521 members 
Mstep: Class 23 contains 23826 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8726 members 
Mstep: Class 27 contains 20203 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13740 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476128.000000 Penalty: 105389.281250
Iteration 305Q: 31 clusters Score -1.614761e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16988 members 
Mstep: Class 4 contains 190353 members 
Mstep: Class 5 contains 157617 members 
Mstep: Class 6 contains 254910 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 2679 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 35881 members 
Mstep: Class 11 contains 34703 members 
Mstep: Class 12 contains 52235 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91249 members 
Mstep: Class 15 contains 19754 members 
Mstep: Class 16 contains 12082 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 195337 members 
Mstep: Class 19 contains 57707 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 180421 members 
Mstep: Class 23 contains 23825 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8734 members 
Mstep: Class 27 contains 20151 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13734 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476240.000000 Penalty: 105389.281250
Iteration 306Q: 31 clusters Score -1.614762e+08 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16978 members 
Mstep: Class 4 contains 190217 members 
Mstep: Class 5 contains 157586 members 
Mstep: Class 6 contains 255236 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 35873 members 
Mstep: Class 11 contains 34703 members 
Mstep: Class 12 contains 52247 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91277 members 
Mstep: Class 15 contains 19757 members 
Mstep: Class 16 contains 12084 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 195357 members 
Mstep: Class 19 contains 57675 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 180304 members 
Mstep: Class 23 contains 23824 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8739 members 
Mstep: Class 27 contains 20096 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13721 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476272.000000 Penalty: 105389.281250
Iteration 307Q: 31 clusters Score -1.614763e+08 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16966 members 
Mstep: Class 4 contains 190071 members 
Mstep: Class 5 contains 157572 members 
Mstep: Class 6 contains 255553 members 
Mstep: Class 7 contains 3629 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 35868 members 
Mstep: Class 11 contains 34703 members 
Mstep: Class 12 contains 52253 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91306 members 
Mstep: Class 15 contains 19762 members 
Mstep: Class 16 contains 12085 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 195346 members 
Mstep: Class 19 contains 57658 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 180204 members 
Mstep: Class 23 contains 23823 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8753 members 
Mstep: Class 27 contains 20037 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13710 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476448.000000 Penalty: 105389.281250
Iteration 308Q: 31 clusters Score -1.614764e+08 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16964 members 
Mstep: Class 4 contains 189939 members 
Mstep: Class 5 contains 157516 members 
Mstep: Class 6 contains 255887 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 35854 members 
Mstep: Class 11 contains 34699 members 
Mstep: Class 12 contains 52250 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91344 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 12085 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 195359 members 
Mstep: Class 19 contains 57625 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 180098 members 
Mstep: Class 23 contains 23826 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8754 members 
Mstep: Class 27 contains 19995 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13706 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476464.000000 Penalty: 105389.281250
Iteration 309Q: 31 clusters Score -1.614765e+08 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16959 members 
Mstep: Class 4 contains 189807 members 
Mstep: Class 5 contains 157514 members 
Mstep: Class 6 contains 256210 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 35848 members 
Mstep: Class 11 contains 34697 members 
Mstep: Class 12 contains 52251 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91377 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 12089 members 
Mstep: Class 17 contains 8760 members 
Mstep: Class 18 contains 195372 members 
Mstep: Class 19 contains 57605 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 179939 members 
Mstep: Class 23 contains 23826 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8761 members 
Mstep: Class 27 contains 19952 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13702 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476688.000000 Penalty: 105389.281250
Iteration 310Q: 31 clusters Score -1.614767e+08 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16952 members 
Mstep: Class 4 contains 189693 members 
Mstep: Class 5 contains 157483 members 
Mstep: Class 6 contains 256558 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 35839 members 
Mstep: Class 11 contains 34695 members 
Mstep: Class 12 contains 52253 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91400 members 
Mstep: Class 15 contains 19753 members 
Mstep: Class 16 contains 12089 members 
Mstep: Class 17 contains 8761 members 
Mstep: Class 18 contains 195353 members 
Mstep: Class 19 contains 57588 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 179800 members 
Mstep: Class 23 contains 23827 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8764 members 
Mstep: Class 27 contains 19908 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13698 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476688.000000 Penalty: 105389.281250
Iteration 311Q: 31 clusters Score -1.614767e+08 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16946 members 
Mstep: Class 4 contains 189574 members 
Mstep: Class 5 contains 157432 members 
Mstep: Class 6 contains 256896 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 35826 members 
Mstep: Class 11 contains 34695 members 
Mstep: Class 12 contains 52247 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91433 members 
Mstep: Class 15 contains 19754 members 
Mstep: Class 16 contains 12089 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 195345 members 
Mstep: Class 19 contains 57568 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 179670 members 
Mstep: Class 23 contains 23827 members 
Mstep: Class 24 contains 2232 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8772 members 
Mstep: Class 27 contains 19869 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13690 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476720.000000 Penalty: 105389.281250
Iteration 312Q: 31 clusters Score -1.614767e+08 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16936 members 
Mstep: Class 4 contains 189444 members 
Mstep: Class 5 contains 157420 members 
Mstep: Class 6 contains 257241 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 35820 members 
Mstep: Class 11 contains 34694 members 
Mstep: Class 12 contains 52243 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91459 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 12089 members 
Mstep: Class 17 contains 8762 members 
Mstep: Class 18 contains 195332 members 
Mstep: Class 19 contains 57546 members 
Mstep: Class 20 contains 12225 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179521 members 
Mstep: Class 23 contains 23826 members 
Mstep: Class 24 contains 2231 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8783 members 
Mstep: Class 27 contains 19831 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13683 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161477040.000000 Penalty: 105389.281250
Iteration 313Q: 31 clusters Score -1.61477e+08 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16923 members 
Mstep: Class 4 contains 189315 members 
Mstep: Class 5 contains 157404 members 
Mstep: Class 6 contains 257568 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 2677 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 35820 members 
Mstep: Class 11 contains 34690 members 
Mstep: Class 12 contains 52246 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91483 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 12089 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 195332 members 
Mstep: Class 19 contains 57519 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179383 members 
Mstep: Class 23 contains 23826 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8791 members 
Mstep: Class 27 contains 19795 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13676 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161477248.000000 Penalty: 105389.281250
Iteration 314Q: 31 clusters Score -1.614772e+08 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16910 members 
Mstep: Class 4 contains 189170 members 
Mstep: Class 5 contains 157369 members 
Mstep: Class 6 contains 257914 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 35816 members 
Mstep: Class 11 contains 34691 members 
Mstep: Class 12 contains 52237 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91498 members 
Mstep: Class 15 contains 19762 members 
Mstep: Class 16 contains 12089 members 
Mstep: Class 17 contains 8763 members 
Mstep: Class 18 contains 195349 members 
Mstep: Class 19 contains 57482 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179269 members 
Mstep: Class 23 contains 23827 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8802 members 
Mstep: Class 27 contains 19760 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13665 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161477392.000000 Penalty: 105389.281250
Iteration 315Q: 31 clusters Score -1.614774e+08 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16903 members 
Mstep: Class 4 contains 189009 members 
Mstep: Class 5 contains 157366 members 
Mstep: Class 6 contains 258258 members 
Mstep: Class 7 contains 3628 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 35810 members 
Mstep: Class 11 contains 34691 members 
Mstep: Class 12 contains 52240 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91511 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 12089 members 
Mstep: Class 17 contains 8761 members 
Mstep: Class 18 contains 195364 members 
Mstep: Class 19 contains 57439 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179158 members 
Mstep: Class 23 contains 23827 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8808 members 
Mstep: Class 27 contains 19713 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13658 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161477328.000000 Penalty: 105389.281250
Iteration 316Q: 31 clusters Score -1.614773e+08 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8785 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16894 members 
Mstep: Class 4 contains 188881 members 
Mstep: Class 5 contains 157384 members 
Mstep: Class 6 contains 258605 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 2676 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 35804 members 
Mstep: Class 11 contains 34691 members 
Mstep: Class 12 contains 52227 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91525 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 12091 members 
Mstep: Class 17 contains 8759 members 
Mstep: Class 18 contains 195343 members 
Mstep: Class 19 contains 57406 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179041 members 
Mstep: Class 23 contains 23827 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8811 members 
Mstep: Class 27 contains 19662 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13652 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161477424.000000 Penalty: 105389.281250
Iteration 317Q: 31 clusters Score -1.614774e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16889 members 
Mstep: Class 4 contains 188762 members 
Mstep: Class 5 contains 157339 members 
Mstep: Class 6 contains 258987 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 35789 members 
Mstep: Class 11 contains 34689 members 
Mstep: Class 12 contains 52214 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91545 members 
Mstep: Class 15 contains 19761 members 
Mstep: Class 16 contains 12093 members 
Mstep: Class 17 contains 8755 members 
Mstep: Class 18 contains 195350 members 
Mstep: Class 19 contains 57370 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 178924 members 
Mstep: Class 23 contains 23828 members 
Mstep: Class 24 contains 2229 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8811 members 
Mstep: Class 27 contains 19615 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13641 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161477616.000000 Penalty: 105389.281250
Iteration 318Q: 31 clusters Score -1.614776e+08 nChanged 1302
Entering ConstructFrom: 
Score: -161477616.000000 Penalty: 105389.281250
Entering ConstructFrom: 
Trying to split cluster 1 (8792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Entering Unmasked Estep 
Score: -979842.000000 Penalty: 2252.236084
	Iteration 0F: 2 clusters Score -979842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -973042.437500 Penalty: 4504.472168
	Iteration 0F: 3 clusters Score -973042.4 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -975020.250000 Penalty: 4504.472168
	Iteration 1F: 3 clusters Score -975020.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -975535.687500 Penalty: 4504.472168
	Iteration 2F: 3 clusters Score -975535.7 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -976072.375000 Penalty: 4504.472168
	Iteration 3F: 3 clusters Score -976072.4 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -976582.687500 Penalty: 4504.472168
	Iteration 4F: 3 clusters Score -976582.7 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -977036.500000 Penalty: 4504.472168
	Iteration 5F: 3 clusters Score -977036.5 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -977417.625000 Penalty: 4504.472168
	Iteration 6F: 3 clusters Score -977417.6 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -977696.250000 Penalty: 4504.472168
	Iteration 7Q: 3 clusters Score -977696.2 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -977915.312500 Penalty: 4504.472168
	Iteration 8Q: 3 clusters Score -977915.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -978082.062500 Penalty: 4504.472168
	Iteration 9Q: 3 clusters Score -978082.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -978190.562500 Penalty: 4504.472168
	Iteration 10Q: 3 clusters Score -978190.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -978267.625000 Penalty: 4504.472168
	Iteration 11Q: 3 clusters Score -978267.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -978316.625000 Penalty: 4504.472168
	Iteration 12Q: 3 clusters Score -978316.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -978351.125000 Penalty: 4504.472168
	Iteration 13Q: 3 clusters Score -978351.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -978381.312500 Penalty: 4504.472168
	Iteration 14Q: 3 clusters Score -978381.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -978404.187500 Penalty: 4504.472168
	Iteration 15Q: 3 clusters Score -978404.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -978431.937500 Penalty: 4504.472168
	Iteration 16Q: 3 clusters Score -978431.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -978460.750000 Penalty: 4504.472168
	Iteration 17Q: 3 clusters Score -978460.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -978483.562500 Penalty: 4504.472168
	Iteration 18Q: 3 clusters Score -978483.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -978500.062500 Penalty: 4504.472168
	Iteration 19Q: 3 clusters Score -978500.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -978512.812500 Penalty: 4504.472168
	Iteration 20F: 3 clusters Score -978512.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -978530.000000 Penalty: 4504.472168
	Iteration 21Q: 3 clusters Score -978530 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -978540.812500 Penalty: 4504.472168
	Iteration 22Q: 3 clusters Score -978540.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -978551.875000 Penalty: 4504.472168
	Iteration 23Q: 3 clusters Score -978551.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -978558.312500 Penalty: 4504.472168
	Iteration 24Q: 3 clusters Score -978558.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -978567.187500 Penalty: 4504.472168
	Iteration 25Q: 3 clusters Score -978567.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -978573.125000 Penalty: 4504.472168
	Iteration 26Q: 3 clusters Score -978573.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -978576.187500 Penalty: 4504.472168
	Iteration 27Q: 3 clusters Score -978576.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -978580.187500 Penalty: 4504.472168
	Iteration 28Q: 3 clusters Score -978580.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -978590.187500 Penalty: 4504.472168
	Iteration 29Q: 3 clusters Score -978590.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -978597.187500 Penalty: 4504.472168
	Iteration 30Q: 3 clusters Score -978597.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -978607.875000 Penalty: 4504.472168
	Iteration 31Q: 3 clusters Score -978607.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -978610.312500 Penalty: 4504.472168
	Iteration 32Q: 3 clusters Score -978610.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -978616.437500 Penalty: 4504.472168
	Iteration 33Q: 3 clusters Score -978616.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -978623.187500 Penalty: 4504.472168
	Iteration 34Q: 3 clusters Score -978623.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -978624.250000 Penalty: 4504.472168
	Iteration 35Q: 3 clusters Score -978624.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -978624.125000 Penalty: 4504.472168
	Iteration 36Q: 3 clusters Score -978624.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -978626.937500 Penalty: 4504.472168
	Iteration 37Q: 3 clusters Score -978626.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -978628.250000 Penalty: 4504.472168
	Iteration 38Q: 3 clusters Score -978628.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -978631.062500 Penalty: 4504.472168
	Iteration 39Q: 3 clusters Score -978631.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -978634.125000 Penalty: 4504.472168
	Iteration 40F: 3 clusters Score -978634.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -978636.312500 Penalty: 4504.472168
	Iteration 41Q: 3 clusters Score -978636.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -978639.125000 Penalty: 4504.472168
	Iteration 42Q: 3 clusters Score -978639.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -978642.937500 Penalty: 4504.472168
	Iteration 43Q: 3 clusters Score -978642.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -978643.125000 Penalty: 4504.472168
	Iteration 44Q: 3 clusters Score -978643.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -978645.562500 Penalty: 4504.472168
	Iteration 45Q: 3 clusters Score -978645.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -978650.625000 Penalty: 4504.472168
	Iteration 46Q: 3 clusters Score -978650.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -978653.437500 Penalty: 4504.472168
	Iteration 47Q: 3 clusters Score -978653.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -978654.562500 Penalty: 4504.472168
	Iteration 48Q: 3 clusters Score -978654.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -978656.750000 Penalty: 4504.472168
	Iteration 49Q: 3 clusters Score -978656.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 7323 members 
Entering Unmasked Estep 
Score: -978657.625000 Penalty: 4504.472168
	Iteration 50Q: 3 clusters Score -978657.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -978656.812500 Penalty: 4504.472168
	Iteration 51Q: 3 clusters Score -978656.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 7332 members 
Entering Unmasked Estep 
Score: -978659.125000 Penalty: 4504.472168
	Iteration 52Q: 3 clusters Score -978659.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -978661.750000 Penalty: 4504.472168
	Iteration 53Q: 3 clusters Score -978661.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -978665.375000 Penalty: 4504.472168
	Iteration 54Q: 3 clusters Score -978665.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -978664.750000 Penalty: 4504.472168
	Iteration 55Q: 3 clusters Score -978664.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -978669.875000 Penalty: 4504.472168
	Iteration 56Q: 3 clusters Score -978669.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -978674.562500 Penalty: 4504.472168
	Iteration 57Q: 3 clusters Score -978674.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -978676.562500 Penalty: 4504.472168
	Iteration 58Q: 3 clusters Score -978676.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -978678.250000 Penalty: 4504.472168
	Iteration 59Q: 3 clusters Score -978678.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -978678.750000 Penalty: 4504.472168
	Iteration 60F: 3 clusters Score -978678.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -978686.437500 Penalty: 4504.472168
	Iteration 61Q: 3 clusters Score -978686.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -978686.750000 Penalty: 4504.472168
	Iteration 62Q: 3 clusters Score -978686.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -978687.062500 Penalty: 4504.472168
	Iteration 63Q: 3 clusters Score -978687.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -978687.875000 Penalty: 4504.472168
	Iteration 64Q: 3 clusters Score -978687.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -978689.750000 Penalty: 4504.472168
	Iteration 65Q: 3 clusters Score -978689.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -978690.500000 Penalty: 4504.472168
	Iteration 66Q: 3 clusters Score -978690.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -978690.500000 Penalty: 4504.472168
	Iteration 67F: 3 clusters Score -978690.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -52325.242188 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -52325.24 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 310 members 
Entering Unmasked Estep 
Score: -50773.269531 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -50773.27 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -51322.515625 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -51322.52 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -51681.503906 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -51681.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -51842.070312 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -51842.07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -51944.109375 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -51944.11 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -51998.328125 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -51998.33 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52073.218750 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -52073.22 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52110.132812 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -52110.13 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52132.441406 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -52132.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52143.093750 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -52143.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52157.023438 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -52157.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -52163.691406 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -52163.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -52174.031250 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -52174.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52177.242188 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -52177.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52177.242188 Penalty: 3218.645508
	Iteration 14F: 3 clusters Score -52177.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16882 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Entering Unmasked Estep 
Score: -1868726.625000 Penalty: 2414.032715
	Iteration 0F: 2 clusters Score -1868727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -1856641.000000 Penalty: 4828.065430
	Iteration 0F: 3 clusters Score -1856641 nChanged 7336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -1860764.500000 Penalty: 4828.065430
	Iteration 1F: 3 clusters Score -1860764 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -1861304.000000 Penalty: 4828.065430
	Iteration 2F: 3 clusters Score -1861304 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1861755.000000 Penalty: 4828.065430
	Iteration 3F: 3 clusters Score -1861755 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8878 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1862222.250000 Penalty: 4828.065430
	Iteration 4F: 3 clusters Score -1862222 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -1862660.000000 Penalty: 4828.065430
	Iteration 5Q: 3 clusters Score -1862660 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1863088.000000 Penalty: 4828.065430
	Iteration 6Q: 3 clusters Score -1863088 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1863562.000000 Penalty: 4828.065430
	Iteration 7Q: 3 clusters Score -1863562 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1864095.625000 Penalty: 4828.065430
	Iteration 8Q: 3 clusters Score -1864096 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1864622.000000 Penalty: 4828.065430
	Iteration 9Q: 3 clusters Score -1864622 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1865137.375000 Penalty: 4828.065430
	Iteration 10Q: 3 clusters Score -1865137 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1865512.750000 Penalty: 4828.065430
	Iteration 11Q: 3 clusters Score -1865513 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1865780.000000 Penalty: 4828.065430
	Iteration 12Q: 3 clusters Score -1865780 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -1865979.500000 Penalty: 4828.065430
	Iteration 13Q: 3 clusters Score -1865980 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1866121.625000 Penalty: 4828.065430
	Iteration 14Q: 3 clusters Score -1866122 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -1866252.000000 Penalty: 4828.065430
	Iteration 15Q: 3 clusters Score -1866252 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1866359.250000 Penalty: 4828.065430
	Iteration 16Q: 3 clusters Score -1866359 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -1866459.750000 Penalty: 4828.065430
	Iteration 17Q: 3 clusters Score -1866460 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -1866553.500000 Penalty: 4828.065430
	Iteration 18Q: 3 clusters Score -1866554 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1866660.625000 Penalty: 4828.065430
	Iteration 19Q: 3 clusters Score -1866661 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1866765.625000 Penalty: 4828.065430
	Iteration 20F: 3 clusters Score -1866766 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1866862.500000 Penalty: 4828.065430
	Iteration 21Q: 3 clusters Score -1866862 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1866956.500000 Penalty: 4828.065430
	Iteration 22Q: 3 clusters Score -1866956 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -1867039.500000 Penalty: 4828.065430
	Iteration 23Q: 3 clusters Score -1867040 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1867105.375000 Penalty: 4828.065430
	Iteration 24Q: 3 clusters Score -1867105 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1867151.375000 Penalty: 4828.065430
	Iteration 25Q: 3 clusters Score -1867151 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1867206.875000 Penalty: 4828.065430
	Iteration 26Q: 3 clusters Score -1867207 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10165 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -1867251.375000 Penalty: 4828.065430
	Iteration 27Q: 3 clusters Score -1867251 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1867287.375000 Penalty: 4828.065430
	Iteration 28Q: 3 clusters Score -1867287 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10339 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1867318.125000 Penalty: 4828.065430
	Iteration 29Q: 3 clusters Score -1867318 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1867344.750000 Penalty: 4828.065430
	Iteration 30Q: 3 clusters Score -1867345 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1867381.250000 Penalty: 4828.065430
	Iteration 31Q: 3 clusters Score -1867381 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1867399.375000 Penalty: 4828.065430
	Iteration 32Q: 3 clusters Score -1867399 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1867419.000000 Penalty: 4828.065430
	Iteration 33Q: 3 clusters Score -1867419 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10722 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1867440.625000 Penalty: 4828.065430
	Iteration 34Q: 3 clusters Score -1867441 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1867454.125000 Penalty: 4828.065430
	Iteration 35Q: 3 clusters Score -1867454 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10850 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1867469.375000 Penalty: 4828.065430
	Iteration 36Q: 3 clusters Score -1867469 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1867480.750000 Penalty: 4828.065430
	Iteration 37Q: 3 clusters Score -1867481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1867484.125000 Penalty: 4828.065430
	Iteration 38Q: 3 clusters Score -1867484 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1867489.750000 Penalty: 4828.065430
	Iteration 39Q: 3 clusters Score -1867490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1867489.250000 Penalty: 4828.065430
	Iteration 40F: 3 clusters Score -1867489 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1867497.250000 Penalty: 4828.065430
	Iteration 41Q: 3 clusters Score -1867497 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1867499.375000 Penalty: 4828.065430
	Iteration 42Q: 3 clusters Score -1867499 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1867508.000000 Penalty: 4828.065430
	Iteration 43Q: 3 clusters Score -1867508 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11075 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1867505.000000 Penalty: 4828.065430
	Iteration 44Q: 3 clusters Score -1867505 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1867510.625000 Penalty: 4828.065430
	Iteration 45Q: 3 clusters Score -1867511 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1867514.250000 Penalty: 4828.065430
	Iteration 46Q: 3 clusters Score -1867514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1867516.500000 Penalty: 4828.065430
	Iteration 47Q: 3 clusters Score -1867516 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1867521.500000 Penalty: 4828.065430
	Iteration 48Q: 3 clusters Score -1867522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1867521.875000 Penalty: 4828.065430
	Iteration 49Q: 3 clusters Score -1867522 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11220 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1867521.000000 Penalty: 4828.065430
	Iteration 50Q: 3 clusters Score -1867521 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1867521.500000 Penalty: 4828.065430
	Iteration 51Q: 3 clusters Score -1867522 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11263 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1867523.750000 Penalty: 4828.065430
	Iteration 52Q: 3 clusters Score -1867524 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1867529.500000 Penalty: 4828.065430
	Iteration 53Q: 3 clusters Score -1867530 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1867539.625000 Penalty: 4828.065430
	Iteration 54Q: 3 clusters Score -1867540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1867540.875000 Penalty: 4828.065430
	Iteration 55Q: 3 clusters Score -1867541 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1867551.500000 Penalty: 4828.065430
	Iteration 56Q: 3 clusters Score -1867552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1867558.500000 Penalty: 4828.065430
	Iteration 57Q: 3 clusters Score -1867558 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11423 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1867559.875000 Penalty: 4828.065430
	Iteration 58Q: 3 clusters Score -1867560 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1867568.250000 Penalty: 4828.065430
	Iteration 59Q: 3 clusters Score -1867568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -1867575.000000 Penalty: 4828.065430
	Iteration 60F: 3 clusters Score -1867575 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1867572.375000 Penalty: 4828.065430
	Iteration 61Q: 3 clusters Score -1867572 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1867575.875000 Penalty: 4828.065430
	Iteration 62Q: 3 clusters Score -1867576 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1867576.500000 Penalty: 4828.065430
	Iteration 63Q: 3 clusters Score -1867576 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1867584.750000 Penalty: 4828.065430
	Iteration 64Q: 3 clusters Score -1867585 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1867587.375000 Penalty: 4828.065430
	Iteration 65Q: 3 clusters Score -1867587 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1867586.000000 Penalty: 4828.065430
	Iteration 66Q: 3 clusters Score -1867586 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1867586.500000 Penalty: 4828.065430
	Iteration 67Q: 3 clusters Score -1867586 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1867585.625000 Penalty: 4828.065430
	Iteration 68Q: 3 clusters Score -1867586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -1867590.125000 Penalty: 4828.065430
	Iteration 69Q: 3 clusters Score -1867590 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11653 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1867593.625000 Penalty: 4828.065430
	Iteration 70Q: 3 clusters Score -1867594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -1867598.125000 Penalty: 4828.065430
	Iteration 71Q: 3 clusters Score -1867598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 5207 members 
Entering Unmasked Estep 
Score: -1867601.750000 Penalty: 4828.065430
	Iteration 72Q: 3 clusters Score -1867602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1867599.375000 Penalty: 4828.065430
	Iteration 73Q: 3 clusters Score -1867599 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1867600.625000 Penalty: 4828.065430
	Iteration 74Q: 3 clusters Score -1867601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1867599.000000 Penalty: 4828.065430
	Iteration 75Q: 3 clusters Score -1867599 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1867602.000000 Penalty: 4828.065430
	Iteration 76Q: 3 clusters Score -1867602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1867605.125000 Penalty: 4828.065430
	Iteration 77Q: 3 clusters Score -1867605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1867603.125000 Penalty: 4828.065430
	Iteration 78Q: 3 clusters Score -1867603 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1867604.250000 Penalty: 4828.065430
	Iteration 79Q: 3 clusters Score -1867604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -1867603.750000 Penalty: 4828.065430
	Iteration 80F: 3 clusters Score -1867604 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1867606.625000 Penalty: 4828.065430
	Iteration 81Q: 3 clusters Score -1867607 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1867604.875000 Penalty: 4828.065430
	Iteration 82Q: 3 clusters Score -1867605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1867609.125000 Penalty: 4828.065430
	Iteration 83Q: 3 clusters Score -1867609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1867610.500000 Penalty: 4828.065430
	Iteration 84Q: 3 clusters Score -1867610 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1867613.000000 Penalty: 4828.065430
	Iteration 85Q: 3 clusters Score -1867613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -1867610.125000 Penalty: 4828.065430
	Iteration 86Q: 3 clusters Score -1867610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -1867610.125000 Penalty: 4828.065430
	Iteration 87Q: 3 clusters Score -1867610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1867611.625000 Penalty: 4828.065430
	Iteration 88Q: 3 clusters Score -1867612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1867616.500000 Penalty: 4828.065430
	Iteration 89Q: 3 clusters Score -1867616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1867620.875000 Penalty: 4828.065430
	Iteration 90Q: 3 clusters Score -1867621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1867620.875000 Penalty: 4828.065430
	Iteration 91F: 3 clusters Score -1867621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (188644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188644 members 
Entering Unmasked Estep 
Score: -22231714.000000 Penalty: 3012.609131
	Iteration 0F: 2 clusters Score -2.223171e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94367 members 
Mstep: Class 2 contains 94277 members 
Entering Unmasked Estep 
Score: -22106776.000000 Penalty: 6025.218262
	Iteration 0F: 3 clusters Score -2.210678e+07 nChanged 90557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94366 members 
Mstep: Class 2 contains 94278 members 
Entering Unmasked Estep 
Score: -22159540.000000 Penalty: 6025.218262
	Iteration 1F: 3 clusters Score -2.215954e+07 nChanged 5124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94578 members 
Mstep: Class 2 contains 94066 members 
Entering Unmasked Estep 
Score: -22160528.000000 Penalty: 6025.218262
	Iteration 2Q: 3 clusters Score -2.216053e+07 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 93560 members 
Entering Unmasked Estep 
Score: -22161724.000000 Penalty: 6025.218262
	Iteration 3Q: 3 clusters Score -2.216172e+07 nChanged 5603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95739 members 
Mstep: Class 2 contains 92905 members 
Entering Unmasked Estep 
Score: -22163320.000000 Penalty: 6025.218262
	Iteration 4Q: 3 clusters Score -2.216332e+07 nChanged 6117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96918 members 
Mstep: Class 2 contains 91726 members 
Entering Unmasked Estep 
Score: -22165036.000000 Penalty: 6025.218262
	Iteration 5Q: 3 clusters Score -2.216504e+07 nChanged 7165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98951 members 
Mstep: Class 2 contains 89693 members 
Entering Unmasked Estep 
Score: -22167728.000000 Penalty: 6025.218262
	Iteration 6Q: 3 clusters Score -2.216773e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102417 members 
Mstep: Class 2 contains 86227 members 
Entering Unmasked Estep 
Score: -22171302.000000 Penalty: 6025.218262
	Iteration 7Q: 3 clusters Score -2.21713e+07 nChanged 10309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107576 members 
Mstep: Class 2 contains 81068 members 
Entering Unmasked Estep 
Score: -22177074.000000 Penalty: 6025.218262
	Iteration 8F: 3 clusters Score -2.217707e+07 nChanged 11933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 74385 members 
Entering Unmasked Estep 
Score: -22185102.000000 Penalty: 6025.218262
	Iteration 9F: 3 clusters Score -2.21851e+07 nChanged 12640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121417 members 
Mstep: Class 2 contains 67227 members 
Entering Unmasked Estep 
Score: -22195084.000000 Penalty: 6025.218262
	Iteration 10F: 3 clusters Score -2.219508e+07 nChanged 11536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127799 members 
Mstep: Class 2 contains 60845 members 
Entering Unmasked Estep 
Score: -22203808.000000 Penalty: 6025.218262
	Iteration 11F: 3 clusters Score -2.220381e+07 nChanged 8927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132800 members 
Mstep: Class 2 contains 55844 members 
Entering Unmasked Estep 
Score: -22209036.000000 Penalty: 6025.218262
	Iteration 12Q: 3 clusters Score -2.220904e+07 nChanged 5996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137036 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -22211704.000000 Penalty: 6025.218262
	Iteration 13Q: 3 clusters Score -2.22117e+07 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140888 members 
Mstep: Class 2 contains 47756 members 
Entering Unmasked Estep 
Score: -22213632.000000 Penalty: 6025.218262
	Iteration 14Q: 3 clusters Score -2.221363e+07 nChanged 3803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144579 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -22215468.000000 Penalty: 6025.218262
	Iteration 15Q: 3 clusters Score -2.221547e+07 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148169 members 
Mstep: Class 2 contains 40475 members 
Entering Unmasked Estep 
Score: -22217064.000000 Penalty: 6025.218262
	Iteration 16Q: 3 clusters Score -2.221706e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151532 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -22218718.000000 Penalty: 6025.218262
	Iteration 17Q: 3 clusters Score -2.221872e+07 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154696 members 
Mstep: Class 2 contains 33948 members 
Entering Unmasked Estep 
Score: -22219970.000000 Penalty: 6025.218262
	Iteration 18Q: 3 clusters Score -2.221997e+07 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157751 members 
Mstep: Class 2 contains 30893 members 
Entering Unmasked Estep 
Score: -22221292.000000 Penalty: 6025.218262
	Iteration 19Q: 3 clusters Score -2.222129e+07 nChanged 2882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160623 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -22222334.000000 Penalty: 6025.218262
	Iteration 20F: 3 clusters Score -2.222233e+07 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163336 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -22223488.000000 Penalty: 6025.218262
	Iteration 21Q: 3 clusters Score -2.222349e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165819 members 
Mstep: Class 2 contains 22825 members 
Entering Unmasked Estep 
Score: -22224294.000000 Penalty: 6025.218262
	Iteration 22Q: 3 clusters Score -2.222429e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168100 members 
Mstep: Class 2 contains 20544 members 
Entering Unmasked Estep 
Score: -22224960.000000 Penalty: 6025.218262
	Iteration 23Q: 3 clusters Score -2.222496e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170158 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -22225618.000000 Penalty: 6025.218262
	Iteration 24Q: 3 clusters Score -2.222562e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171915 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -22226134.000000 Penalty: 6025.218262
	Iteration 25Q: 3 clusters Score -2.222613e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173577 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -22226708.000000 Penalty: 6025.218262
	Iteration 26Q: 3 clusters Score -2.222671e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175079 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -22227154.000000 Penalty: 6025.218262
	Iteration 27Q: 3 clusters Score -2.222715e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176447 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -22227458.000000 Penalty: 6025.218262
	Iteration 28Q: 3 clusters Score -2.222746e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177723 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -22227796.000000 Penalty: 6025.218262
	Iteration 29Q: 3 clusters Score -2.22278e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178799 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -22228146.000000 Penalty: 6025.218262
	Iteration 30Q: 3 clusters Score -2.222815e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179736 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -22228392.000000 Penalty: 6025.218262
	Iteration 31Q: 3 clusters Score -2.222839e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180591 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -22228530.000000 Penalty: 6025.218262
	Iteration 32Q: 3 clusters Score -2.222853e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181348 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -22228678.000000 Penalty: 6025.218262
	Iteration 33Q: 3 clusters Score -2.222868e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182006 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -22228894.000000 Penalty: 6025.218262
	Iteration 34Q: 3 clusters Score -2.222889e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182574 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -22229026.000000 Penalty: 6025.218262
	Iteration 35Q: 3 clusters Score -2.222903e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183043 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -22229134.000000 Penalty: 6025.218262
	Iteration 36Q: 3 clusters Score -2.222913e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183446 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -22229228.000000 Penalty: 6025.218262
	Iteration 37Q: 3 clusters Score -2.222923e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183803 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -22229302.000000 Penalty: 6025.218262
	Iteration 38Q: 3 clusters Score -2.22293e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184124 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -22229412.000000 Penalty: 6025.218262
	Iteration 39Q: 3 clusters Score -2.222941e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184394 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -22229446.000000 Penalty: 6025.218262
	Iteration 40F: 3 clusters Score -2.222945e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184627 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -22229436.000000 Penalty: 6025.218262
	Iteration 41Q: 3 clusters Score -2.222944e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184814 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -22229526.000000 Penalty: 6025.218262
	Iteration 42Q: 3 clusters Score -2.222953e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185007 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -22229520.000000 Penalty: 6025.218262
	Iteration 43Q: 3 clusters Score -2.222952e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185165 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -22229464.000000 Penalty: 6025.218262
	Iteration 44Q: 3 clusters Score -2.222946e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185312 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -22229466.000000 Penalty: 6025.218262
	Iteration 45Q: 3 clusters Score -2.222947e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185444 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -22229514.000000 Penalty: 6025.218262
	Iteration 46Q: 3 clusters Score -2.222951e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185559 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -22229540.000000 Penalty: 6025.218262
	Iteration 47Q: 3 clusters Score -2.222954e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185653 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -22229542.000000 Penalty: 6025.218262
	Iteration 48Q: 3 clusters Score -2.222954e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185736 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -22229554.000000 Penalty: 6025.218262
	Iteration 49Q: 3 clusters Score -2.222955e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185811 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -22229554.000000 Penalty: 6025.218262
	Iteration 50Q: 3 clusters Score -2.222955e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185881 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -22229532.000000 Penalty: 6025.218262
	Iteration 51Q: 3 clusters Score -2.222953e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185952 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -22229524.000000 Penalty: 6025.218262
	Iteration 52Q: 3 clusters Score -2.222952e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186021 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -22229528.000000 Penalty: 6025.218262
	Iteration 53Q: 3 clusters Score -2.222953e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186084 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -22229560.000000 Penalty: 6025.218262
	Iteration 54Q: 3 clusters Score -2.222956e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186139 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -22229588.000000 Penalty: 6025.218262
	Iteration 55Q: 3 clusters Score -2.222959e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186190 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -22229588.000000 Penalty: 6025.218262
	Iteration 56Q: 3 clusters Score -2.222959e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186228 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -22229610.000000 Penalty: 6025.218262
	Iteration 57Q: 3 clusters Score -2.222961e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186258 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -22229622.000000 Penalty: 6025.218262
	Iteration 58Q: 3 clusters Score -2.222962e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186286 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -22229624.000000 Penalty: 6025.218262
	Iteration 59Q: 3 clusters Score -2.222962e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186310 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -22229618.000000 Penalty: 6025.218262
	Iteration 60F: 3 clusters Score -2.222962e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186324 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -22229636.000000 Penalty: 6025.218262
	Iteration 61Q: 3 clusters Score -2.222964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186341 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -22229642.000000 Penalty: 6025.218262
	Iteration 62Q: 3 clusters Score -2.222964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186351 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -22229634.000000 Penalty: 6025.218262
	Iteration 63Q: 3 clusters Score -2.222963e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186359 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -22229642.000000 Penalty: 6025.218262
	Iteration 64Q: 3 clusters Score -2.222964e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186366 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -22229644.000000 Penalty: 6025.218262
	Iteration 65Q: 3 clusters Score -2.222964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186371 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -22229650.000000 Penalty: 6025.218262
	Iteration 66Q: 3 clusters Score -2.222965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186375 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -22229646.000000 Penalty: 6025.218262
	Iteration 67Q: 3 clusters Score -2.222965e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186379 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -22229648.000000 Penalty: 6025.218262
	Iteration 68Q: 3 clusters Score -2.222965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186384 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -22229666.000000 Penalty: 6025.218262
	Iteration 69Q: 3 clusters Score -2.222967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186385 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -22229658.000000 Penalty: 6025.218262
	Iteration 70Q: 3 clusters Score -2.222966e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186386 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -22229666.000000 Penalty: 6025.218262
	Iteration 71Q: 3 clusters Score -2.222967e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186388 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -22229638.000000 Penalty: 6025.218262
	Iteration 72Q: 3 clusters Score -2.222964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186391 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -22229636.000000 Penalty: 6025.218262
	Iteration 73Q: 3 clusters Score -2.222964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186394 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -22229642.000000 Penalty: 6025.218262
	Iteration 74Q: 3 clusters Score -2.222964e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186395 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -22229648.000000 Penalty: 6025.218262
	Iteration 75Q: 3 clusters Score -2.222965e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186394 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -22229642.000000 Penalty: 6025.218262
	Iteration 76Q: 3 clusters Score -2.222964e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186394 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -22229642.000000 Penalty: 6025.218262
	Iteration 77F: 3 clusters Score -2.222964e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (157285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157285 members 
Entering Unmasked Estep 
Score: -18493368.000000 Penalty: 2967.521973
	Iteration 0F: 2 clusters Score -1.849337e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78524 members 
Mstep: Class 2 contains 78761 members 
Entering Unmasked Estep 
Score: -18389242.000000 Penalty: 5935.043945
	Iteration 0F: 3 clusters Score -1.838924e+07 nChanged 75162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76692 members 
Mstep: Class 2 contains 80593 members 
Entering Unmasked Estep 
Score: -18432840.000000 Penalty: 5935.043945
	Iteration 1F: 3 clusters Score -1.843284e+07 nChanged 4741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75233 members 
Mstep: Class 2 contains 82052 members 
Entering Unmasked Estep 
Score: -18434062.000000 Penalty: 5935.043945
	Iteration 2Q: 3 clusters Score -1.843406e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 84115 members 
Entering Unmasked Estep 
Score: -18435674.000000 Penalty: 5935.043945
	Iteration 3Q: 3 clusters Score -1.843567e+07 nChanged 6407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Mstep: Class 2 contains 87372 members 
Entering Unmasked Estep 
Score: -18438120.000000 Penalty: 5935.043945
	Iteration 4Q: 3 clusters Score -1.843812e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64915 members 
Mstep: Class 2 contains 92370 members 
Entering Unmasked Estep 
Score: -18442500.000000 Penalty: 5935.043945
	Iteration 5F: 3 clusters Score -1.84425e+07 nChanged 10983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57536 members 
Mstep: Class 2 contains 99749 members 
Entering Unmasked Estep 
Score: -18450098.000000 Penalty: 5935.043945
	Iteration 6F: 3 clusters Score -1.84501e+07 nChanged 12922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48234 members 
Mstep: Class 2 contains 109051 members 
Entering Unmasked Estep 
Score: -18461174.000000 Penalty: 5935.043945
	Iteration 7F: 3 clusters Score -1.846117e+07 nChanged 12493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39165 members 
Mstep: Class 2 contains 118120 members 
Entering Unmasked Estep 
Score: -18474142.000000 Penalty: 5935.043945
	Iteration 8F: 3 clusters Score -1.847414e+07 nChanged 9261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 124073 members 
Entering Unmasked Estep 
Score: -18484256.000000 Penalty: 5935.043945
	Iteration 9F: 3 clusters Score -1.848426e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 126860 members 
Entering Unmasked Estep 
Score: -18488132.000000 Penalty: 5935.043945
	Iteration 10Q: 3 clusters Score -1.848813e+07 nChanged 2764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 128702 members 
Entering Unmasked Estep 
Score: -18489300.000000 Penalty: 5935.043945
	Iteration 11Q: 3 clusters Score -1.84893e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 130295 members 
Entering Unmasked Estep 
Score: -18490046.000000 Penalty: 5935.043945
	Iteration 12Q: 3 clusters Score -1.849005e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 131751 members 
Entering Unmasked Estep 
Score: -18490690.000000 Penalty: 5935.043945
	Iteration 13Q: 3 clusters Score -1.849069e+07 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24275 members 
Mstep: Class 2 contains 133010 members 
Entering Unmasked Estep 
Score: -18491064.000000 Penalty: 5935.043945
	Iteration 14Q: 3 clusters Score -1.849106e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 134123 members 
Entering Unmasked Estep 
Score: -18491408.000000 Penalty: 5935.043945
	Iteration 15Q: 3 clusters Score -1.849141e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 135130 members 
Entering Unmasked Estep 
Score: -18491544.000000 Penalty: 5935.043945
	Iteration 16Q: 3 clusters Score -1.849154e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 136040 members 
Entering Unmasked Estep 
Score: -18491756.000000 Penalty: 5935.043945
	Iteration 17Q: 3 clusters Score -1.849176e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20415 members 
Mstep: Class 2 contains 136870 members 
Entering Unmasked Estep 
Score: -18491924.000000 Penalty: 5935.043945
	Iteration 18Q: 3 clusters Score -1.849192e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 137639 members 
Entering Unmasked Estep 
Score: -18491996.000000 Penalty: 5935.043945
	Iteration 19Q: 3 clusters Score -1.8492e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 138347 members 
Entering Unmasked Estep 
Score: -18492056.000000 Penalty: 5935.043945
	Iteration 20F: 3 clusters Score -1.849206e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 139056 members 
Entering Unmasked Estep 
Score: -18492172.000000 Penalty: 5935.043945
	Iteration 21Q: 3 clusters Score -1.849217e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 139734 members 
Entering Unmasked Estep 
Score: -18492268.000000 Penalty: 5935.043945
	Iteration 22Q: 3 clusters Score -1.849227e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 140411 members 
Entering Unmasked Estep 
Score: -18492444.000000 Penalty: 5935.043945
	Iteration 23Q: 3 clusters Score -1.849244e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16238 members 
Mstep: Class 2 contains 141047 members 
Entering Unmasked Estep 
Score: -18492532.000000 Penalty: 5935.043945
	Iteration 24Q: 3 clusters Score -1.849253e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 141654 members 
Entering Unmasked Estep 
Score: -18492586.000000 Penalty: 5935.043945
	Iteration 25Q: 3 clusters Score -1.849259e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15083 members 
Mstep: Class 2 contains 142202 members 
Entering Unmasked Estep 
Score: -18492710.000000 Penalty: 5935.043945
	Iteration 26Q: 3 clusters Score -1.849271e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14588 members 
Mstep: Class 2 contains 142697 members 
Entering Unmasked Estep 
Score: -18492814.000000 Penalty: 5935.043945
	Iteration 27Q: 3 clusters Score -1.849281e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 143173 members 
Entering Unmasked Estep 
Score: -18492906.000000 Penalty: 5935.043945
	Iteration 28Q: 3 clusters Score -1.849291e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 143629 members 
Entering Unmasked Estep 
Score: -18492982.000000 Penalty: 5935.043945
	Iteration 29Q: 3 clusters Score -1.849298e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 144034 members 
Entering Unmasked Estep 
Score: -18493014.000000 Penalty: 5935.043945
	Iteration 30Q: 3 clusters Score -1.849301e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 144381 members 
Entering Unmasked Estep 
Score: -18492950.000000 Penalty: 5935.043945
	Iteration 31Q: 3 clusters Score -1.849295e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 144710 members 
Entering Unmasked Estep 
Score: -18492970.000000 Penalty: 5935.043945
	Iteration 32Q: 3 clusters Score -1.849297e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 145019 members 
Entering Unmasked Estep 
Score: -18493004.000000 Penalty: 5935.043945
	Iteration 33Q: 3 clusters Score -1.8493e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 145309 members 
Entering Unmasked Estep 
Score: -18493004.000000 Penalty: 5935.043945
	Iteration 34Q: 3 clusters Score -1.8493e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 145586 members 
Entering Unmasked Estep 
Score: -18493016.000000 Penalty: 5935.043945
	Iteration 35Q: 3 clusters Score -1.849302e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 145824 members 
Entering Unmasked Estep 
Score: -18493002.000000 Penalty: 5935.043945
	Iteration 36Q: 3 clusters Score -1.8493e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 146054 members 
Entering Unmasked Estep 
Score: -18493036.000000 Penalty: 5935.043945
	Iteration 37Q: 3 clusters Score -1.849304e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 146282 members 
Entering Unmasked Estep 
Score: -18493008.000000 Penalty: 5935.043945
	Iteration 38Q: 3 clusters Score -1.849301e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 146493 members 
Entering Unmasked Estep 
Score: -18493034.000000 Penalty: 5935.043945
	Iteration 39Q: 3 clusters Score -1.849303e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 146697 members 
Entering Unmasked Estep 
Score: -18493018.000000 Penalty: 5935.043945
	Iteration 40F: 3 clusters Score -1.849302e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 146888 members 
Entering Unmasked Estep 
Score: -18493042.000000 Penalty: 5935.043945
	Iteration 41Q: 3 clusters Score -1.849304e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 147065 members 
Entering Unmasked Estep 
Score: -18493084.000000 Penalty: 5935.043945
	Iteration 42Q: 3 clusters Score -1.849308e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 147248 members 
Entering Unmasked Estep 
Score: -18493080.000000 Penalty: 5935.043945
	Iteration 43Q: 3 clusters Score -1.849308e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -18493094.000000 Penalty: 5935.043945
	Iteration 44Q: 3 clusters Score -1.849309e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9661 members 
Mstep: Class 2 contains 147624 members 
Entering Unmasked Estep 
Score: -18493102.000000 Penalty: 5935.043945
	Iteration 45Q: 3 clusters Score -1.84931e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 147815 members 
Entering Unmasked Estep 
Score: -18493114.000000 Penalty: 5935.043945
	Iteration 46Q: 3 clusters Score -1.849311e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 148004 members 
Entering Unmasked Estep 
Score: -18493182.000000 Penalty: 5935.043945
	Iteration 47Q: 3 clusters Score -1.849318e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 148176 members 
Entering Unmasked Estep 
Score: -18493160.000000 Penalty: 5935.043945
	Iteration 48Q: 3 clusters Score -1.849316e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 148377 members 
Entering Unmasked Estep 
Score: -18493206.000000 Penalty: 5935.043945
	Iteration 49Q: 3 clusters Score -1.849321e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 148554 members 
Entering Unmasked Estep 
Score: -18493220.000000 Penalty: 5935.043945
	Iteration 50Q: 3 clusters Score -1.849322e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 148729 members 
Entering Unmasked Estep 
Score: -18493224.000000 Penalty: 5935.043945
	Iteration 51Q: 3 clusters Score -1.849322e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 148921 members 
Entering Unmasked Estep 
Score: -18493210.000000 Penalty: 5935.043945
	Iteration 52Q: 3 clusters Score -1.849321e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 149102 members 
Entering Unmasked Estep 
Score: -18493198.000000 Penalty: 5935.043945
	Iteration 53Q: 3 clusters Score -1.84932e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8031 members 
Mstep: Class 2 contains 149254 members 
Entering Unmasked Estep 
Score: -18493228.000000 Penalty: 5935.043945
	Iteration 54Q: 3 clusters Score -1.849323e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 149399 members 
Entering Unmasked Estep 
Score: -18493268.000000 Penalty: 5935.043945
	Iteration 55Q: 3 clusters Score -1.849327e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 149536 members 
Entering Unmasked Estep 
Score: -18493282.000000 Penalty: 5935.043945
	Iteration 56Q: 3 clusters Score -1.849328e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 149653 members 
Entering Unmasked Estep 
Score: -18493252.000000 Penalty: 5935.043945
	Iteration 57Q: 3 clusters Score -1.849325e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 149767 members 
Entering Unmasked Estep 
Score: -18493300.000000 Penalty: 5935.043945
	Iteration 58Q: 3 clusters Score -1.84933e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 149857 members 
Entering Unmasked Estep 
Score: -18493292.000000 Penalty: 5935.043945
	Iteration 59Q: 3 clusters Score -1.849329e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 149959 members 
Entering Unmasked Estep 
Score: -18493290.000000 Penalty: 5935.043945
	Iteration 60F: 3 clusters Score -1.849329e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 150063 members 
Entering Unmasked Estep 
Score: -18493288.000000 Penalty: 5935.043945
	Iteration 61Q: 3 clusters Score -1.849329e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 150153 members 
Entering Unmasked Estep 
Score: -18493294.000000 Penalty: 5935.043945
	Iteration 62Q: 3 clusters Score -1.849329e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 150250 members 
Entering Unmasked Estep 
Score: -18493286.000000 Penalty: 5935.043945
	Iteration 63Q: 3 clusters Score -1.849329e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 150355 members 
Entering Unmasked Estep 
Score: -18493312.000000 Penalty: 5935.043945
	Iteration 64Q: 3 clusters Score -1.849331e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 150465 members 
Entering Unmasked Estep 
Score: -18493336.000000 Penalty: 5935.043945
	Iteration 65Q: 3 clusters Score -1.849334e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 150552 members 
Entering Unmasked Estep 
Score: -18493354.000000 Penalty: 5935.043945
	Iteration 66Q: 3 clusters Score -1.849335e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 150641 members 
Entering Unmasked Estep 
Score: -18493380.000000 Penalty: 5935.043945
	Iteration 67Q: 3 clusters Score -1.849338e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 150725 members 
Entering Unmasked Estep 
Score: -18493398.000000 Penalty: 5935.043945
	Iteration 68Q: 3 clusters Score -1.84934e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 150798 members 
Entering Unmasked Estep 
Score: -18493396.000000 Penalty: 5935.043945
	Iteration 69Q: 3 clusters Score -1.84934e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 150872 members 
Entering Unmasked Estep 
Score: -18493402.000000 Penalty: 5935.043945
	Iteration 70Q: 3 clusters Score -1.84934e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 150937 members 
Entering Unmasked Estep 
Score: -18493386.000000 Penalty: 5935.043945
	Iteration 71Q: 3 clusters Score -1.849339e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 150994 members 
Entering Unmasked Estep 
Score: -18493414.000000 Penalty: 5935.043945
	Iteration 72Q: 3 clusters Score -1.849341e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 151044 members 
Entering Unmasked Estep 
Score: -18493386.000000 Penalty: 5935.043945
	Iteration 73Q: 3 clusters Score -1.849339e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 151093 members 
Entering Unmasked Estep 
Score: -18493400.000000 Penalty: 5935.043945
	Iteration 74Q: 3 clusters Score -1.84934e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 151132 members 
Entering Unmasked Estep 
Score: -18493400.000000 Penalty: 5935.043945
	Iteration 75Q: 3 clusters Score -1.84934e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 151163 members 
Entering Unmasked Estep 
Score: -18493382.000000 Penalty: 5935.043945
	Iteration 76Q: 3 clusters Score -1.849338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 151188 members 
Entering Unmasked Estep 
Score: -18493388.000000 Penalty: 5935.043945
	Iteration 77Q: 3 clusters Score -1.849339e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 151212 members 
Entering Unmasked Estep 
Score: -18493392.000000 Penalty: 5935.043945
	Iteration 78Q: 3 clusters Score -1.849339e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 151237 members 
Entering Unmasked Estep 
Score: -18493386.000000 Penalty: 5935.043945
	Iteration 79Q: 3 clusters Score -1.849339e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 151264 members 
Entering Unmasked Estep 
Score: -18493384.000000 Penalty: 5935.043945
	Iteration 80F: 3 clusters Score -1.849338e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 151288 members 
Entering Unmasked Estep 
Score: -18493374.000000 Penalty: 5935.043945
	Iteration 81Q: 3 clusters Score -1.849337e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 151313 members 
Entering Unmasked Estep 
Score: -18493392.000000 Penalty: 5935.043945
	Iteration 82Q: 3 clusters Score -1.849339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 151334 members 
Entering Unmasked Estep 
Score: -18493368.000000 Penalty: 5935.043945
	Iteration 83Q: 3 clusters Score -1.849337e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 151357 members 
Entering Unmasked Estep 
Score: -18493356.000000 Penalty: 5935.043945
	Iteration 84Q: 3 clusters Score -1.849336e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 151389 members 
Entering Unmasked Estep 
Score: -18493378.000000 Penalty: 5935.043945
	Iteration 85Q: 3 clusters Score -1.849338e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 151414 members 
Entering Unmasked Estep 
Score: -18493378.000000 Penalty: 5935.043945
	Iteration 86Q: 3 clusters Score -1.849338e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -18493356.000000 Penalty: 5935.043945
	Iteration 87Q: 3 clusters Score -1.849336e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 151466 members 
Entering Unmasked Estep 
Score: -18493340.000000 Penalty: 5935.043945
	Iteration 88Q: 3 clusters Score -1.849334e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 151486 members 
Entering Unmasked Estep 
Score: -18493336.000000 Penalty: 5935.043945
	Iteration 89Q: 3 clusters Score -1.849334e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 151507 members 
Entering Unmasked Estep 
Score: -18493348.000000 Penalty: 5935.043945
	Iteration 90Q: 3 clusters Score -1.849335e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 151525 members 
Entering Unmasked Estep 
Score: -18493346.000000 Penalty: 5935.043945
	Iteration 91Q: 3 clusters Score -1.849335e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 151542 members 
Entering Unmasked Estep 
Score: -18493360.000000 Penalty: 5935.043945
	Iteration 92Q: 3 clusters Score -1.849336e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 151559 members 
Entering Unmasked Estep 
Score: -18493358.000000 Penalty: 5935.043945
	Iteration 93Q: 3 clusters Score -1.849336e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 151579 members 
Entering Unmasked Estep 
Score: -18493346.000000 Penalty: 5935.043945
	Iteration 94Q: 3 clusters Score -1.849335e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 151595 members 
Entering Unmasked Estep 
Score: -18493342.000000 Penalty: 5935.043945
	Iteration 95Q: 3 clusters Score -1.849334e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 151611 members 
Entering Unmasked Estep 
Score: -18493350.000000 Penalty: 5935.043945
	Iteration 96Q: 3 clusters Score -1.849335e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 151624 members 
Entering Unmasked Estep 
Score: -18493336.000000 Penalty: 5935.043945
	Iteration 97Q: 3 clusters Score -1.849334e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 151636 members 
Entering Unmasked Estep 
Score: -18493334.000000 Penalty: 5935.043945
	Iteration 98Q: 3 clusters Score -1.849333e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 151647 members 
Entering Unmasked Estep 
Score: -18493346.000000 Penalty: 5935.043945
	Iteration 99Q: 3 clusters Score -1.849335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 151660 members 
Entering Unmasked Estep 
Score: -18493342.000000 Penalty: 5935.043945
	Iteration 100F: 3 clusters Score -1.849334e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 151678 members 
Entering Unmasked Estep 
Score: -18493326.000000 Penalty: 5935.043945
	Iteration 101Q: 3 clusters Score -1.849333e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 151695 members 
Entering Unmasked Estep 
Score: -18493340.000000 Penalty: 5935.043945
	Iteration 102Q: 3 clusters Score -1.849334e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 151712 members 
Entering Unmasked Estep 
Score: -18493352.000000 Penalty: 5935.043945
	Iteration 103Q: 3 clusters Score -1.849335e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 151725 members 
Entering Unmasked Estep 
Score: -18493342.000000 Penalty: 5935.043945
	Iteration 104Q: 3 clusters Score -1.849334e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 151730 members 
Entering Unmasked Estep 
Score: -18493344.000000 Penalty: 5935.043945
	Iteration 105Q: 3 clusters Score -1.849334e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 151736 members 
Entering Unmasked Estep 
Score: -18493318.000000 Penalty: 5935.043945
	Iteration 106Q: 3 clusters Score -1.849332e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 151740 members 
Entering Unmasked Estep 
Score: -18493314.000000 Penalty: 5935.043945
	Iteration 107Q: 3 clusters Score -1.849331e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 151744 members 
Entering Unmasked Estep 
Score: -18493318.000000 Penalty: 5935.043945
	Iteration 108Q: 3 clusters Score -1.849332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 151746 members 
Entering Unmasked Estep 
Score: -18493320.000000 Penalty: 5935.043945
	Iteration 109Q: 3 clusters Score -1.849332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 151747 members 
Entering Unmasked Estep 
Score: -18493316.000000 Penalty: 5935.043945
	Iteration 110Q: 3 clusters Score -1.849332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 151750 members 
Entering Unmasked Estep 
Score: -18493316.000000 Penalty: 5935.043945
	Iteration 111Q: 3 clusters Score -1.849332e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 151751 members 
Entering Unmasked Estep 
Score: -18493312.000000 Penalty: 5935.043945
	Iteration 112Q: 3 clusters Score -1.849331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 151753 members 
Entering Unmasked Estep 
Score: -18493314.000000 Penalty: 5935.043945
	Iteration 113Q: 3 clusters Score -1.849331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 151754 members 
Entering Unmasked Estep 
Score: -18493312.000000 Penalty: 5935.043945
	Iteration 114Q: 3 clusters Score -1.849331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 151755 members 
Entering Unmasked Estep 
Score: -18493314.000000 Penalty: 5935.043945
	Iteration 115Q: 3 clusters Score -1.849331e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 151758 members 
Entering Unmasked Estep 
Score: -18493312.000000 Penalty: 5935.043945
	Iteration 116Q: 3 clusters Score -1.849331e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 151760 members 
Entering Unmasked Estep 
Score: -18493316.000000 Penalty: 5935.043945
	Iteration 117Q: 3 clusters Score -1.849332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 151762 members 
Entering Unmasked Estep 
Score: -18493310.000000 Penalty: 5935.043945
	Iteration 118Q: 3 clusters Score -1.849331e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 151763 members 
Entering Unmasked Estep 
Score: -18493308.000000 Penalty: 5935.043945
	Iteration 119Q: 3 clusters Score -1.849331e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 151763 members 
Entering Unmasked Estep 
Score: -18493308.000000 Penalty: 5935.043945
	Iteration 120F: 3 clusters Score -1.849331e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (259393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259393 members 
Entering Unmasked Estep 
Score: -30483786.000000 Penalty: 3091.592773
	Iteration 0F: 2 clusters Score -3.048379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129584 members 
Mstep: Class 2 contains 129809 members 
Entering Unmasked Estep 
Score: -30314618.000000 Penalty: 6183.185547
	Iteration 0F: 3 clusters Score -3.031462e+07 nChanged 125343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128881 members 
Mstep: Class 2 contains 130512 members 
Entering Unmasked Estep 
Score: -30388200.000000 Penalty: 6183.185547
	Iteration 1F: 3 clusters Score -3.03882e+07 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127930 members 
Mstep: Class 2 contains 131463 members 
Entering Unmasked Estep 
Score: -30389766.000000 Penalty: 6183.185547
	Iteration 2Q: 3 clusters Score -3.038977e+07 nChanged 7607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126353 members 
Mstep: Class 2 contains 133040 members 
Entering Unmasked Estep 
Score: -30392078.000000 Penalty: 6183.185547
	Iteration 3Q: 3 clusters Score -3.039208e+07 nChanged 9654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123629 members 
Mstep: Class 2 contains 135764 members 
Entering Unmasked Estep 
Score: -30396472.000000 Penalty: 6183.185547
	Iteration 4Q: 3 clusters Score -3.039647e+07 nChanged 12949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118988 members 
Mstep: Class 2 contains 140405 members 
Entering Unmasked Estep 
Score: -30403652.000000 Penalty: 6183.185547
	Iteration 5Q: 3 clusters Score -3.040365e+07 nChanged 17199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111269 members 
Mstep: Class 2 contains 148124 members 
Entering Unmasked Estep 
Score: -30416572.000000 Penalty: 6183.185547
	Iteration 6F: 3 clusters Score -3.041657e+07 nChanged 21452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100695 members 
Mstep: Class 2 contains 158698 members 
Entering Unmasked Estep 
Score: -30436102.000000 Penalty: 6183.185547
	Iteration 7F: 3 clusters Score -3.04361e+07 nChanged 21330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89939 members 
Mstep: Class 2 contains 169454 members 
Entering Unmasked Estep 
Score: -30455266.000000 Penalty: 6183.185547
	Iteration 8F: 3 clusters Score -3.045527e+07 nChanged 15572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82277 members 
Mstep: Class 2 contains 177116 members 
Entering Unmasked Estep 
Score: -30466734.000000 Penalty: 6183.185547
	Iteration 9F: 3 clusters Score -3.046673e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76446 members 
Mstep: Class 2 contains 182947 members 
Entering Unmasked Estep 
Score: -30471382.000000 Penalty: 6183.185547
	Iteration 10Q: 3 clusters Score -3.047138e+07 nChanged 6227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71207 members 
Mstep: Class 2 contains 188186 members 
Entering Unmasked Estep 
Score: -30474776.000000 Penalty: 6183.185547
	Iteration 11Q: 3 clusters Score -3.047478e+07 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66476 members 
Mstep: Class 2 contains 192917 members 
Entering Unmasked Estep 
Score: -30477226.000000 Penalty: 6183.185547
	Iteration 12Q: 3 clusters Score -3.047723e+07 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62170 members 
Mstep: Class 2 contains 197223 members 
Entering Unmasked Estep 
Score: -30478946.000000 Penalty: 6183.185547
	Iteration 13Q: 3 clusters Score -3.047895e+07 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58320 members 
Mstep: Class 2 contains 201073 members 
Entering Unmasked Estep 
Score: -30480376.000000 Penalty: 6183.185547
	Iteration 14Q: 3 clusters Score -3.048038e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 204506 members 
Entering Unmasked Estep 
Score: -30481322.000000 Penalty: 6183.185547
	Iteration 15Q: 3 clusters Score -3.048132e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51857 members 
Mstep: Class 2 contains 207536 members 
Entering Unmasked Estep 
Score: -30481970.000000 Penalty: 6183.185547
	Iteration 16Q: 3 clusters Score -3.048197e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49054 members 
Mstep: Class 2 contains 210339 members 
Entering Unmasked Estep 
Score: -30482302.000000 Penalty: 6183.185547
	Iteration 17Q: 3 clusters Score -3.04823e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46442 members 
Mstep: Class 2 contains 212951 members 
Entering Unmasked Estep 
Score: -30482764.000000 Penalty: 6183.185547
	Iteration 18Q: 3 clusters Score -3.048276e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44049 members 
Mstep: Class 2 contains 215344 members 
Entering Unmasked Estep 
Score: -30482848.000000 Penalty: 6183.185547
	Iteration 19Q: 3 clusters Score -3.048285e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41763 members 
Mstep: Class 2 contains 217630 members 
Entering Unmasked Estep 
Score: -30483058.000000 Penalty: 6183.185547
	Iteration 20F: 3 clusters Score -3.048306e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 219685 members 
Entering Unmasked Estep 
Score: -30483326.000000 Penalty: 6183.185547
	Iteration 21Q: 3 clusters Score -3.048333e+07 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 221630 members 
Entering Unmasked Estep 
Score: -30483492.000000 Penalty: 6183.185547
	Iteration 22Q: 3 clusters Score -3.048349e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35959 members 
Mstep: Class 2 contains 223434 members 
Entering Unmasked Estep 
Score: -30483662.000000 Penalty: 6183.185547
	Iteration 23Q: 3 clusters Score -3.048366e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34353 members 
Mstep: Class 2 contains 225040 members 
Entering Unmasked Estep 
Score: -30483908.000000 Penalty: 6183.185547
	Iteration 24Q: 3 clusters Score -3.048391e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32820 members 
Mstep: Class 2 contains 226573 members 
Entering Unmasked Estep 
Score: -30484128.000000 Penalty: 6183.185547
	Iteration 25Q: 3 clusters Score -3.048413e+07 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 228031 members 
Entering Unmasked Estep 
Score: -30484154.000000 Penalty: 6183.185547
	Iteration 26Q: 3 clusters Score -3.048415e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30009 members 
Mstep: Class 2 contains 229384 members 
Entering Unmasked Estep 
Score: -30484230.000000 Penalty: 6183.185547
	Iteration 27Q: 3 clusters Score -3.048423e+07 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 230611 members 
Entering Unmasked Estep 
Score: -30484306.000000 Penalty: 6183.185547
	Iteration 28Q: 3 clusters Score -3.048431e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 231787 members 
Entering Unmasked Estep 
Score: -30484302.000000 Penalty: 6183.185547
	Iteration 29Q: 3 clusters Score -3.04843e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 232841 members 
Entering Unmasked Estep 
Score: -30484282.000000 Penalty: 6183.185547
	Iteration 30Q: 3 clusters Score -3.048428e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25553 members 
Mstep: Class 2 contains 233840 members 
Entering Unmasked Estep 
Score: -30484342.000000 Penalty: 6183.185547
	Iteration 31Q: 3 clusters Score -3.048434e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 234766 members 
Entering Unmasked Estep 
Score: -30484374.000000 Penalty: 6183.185547
	Iteration 32Q: 3 clusters Score -3.048437e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23750 members 
Mstep: Class 2 contains 235643 members 
Entering Unmasked Estep 
Score: -30484328.000000 Penalty: 6183.185547
	Iteration 33Q: 3 clusters Score -3.048433e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22948 members 
Mstep: Class 2 contains 236445 members 
Entering Unmasked Estep 
Score: -30484356.000000 Penalty: 6183.185547
	Iteration 34Q: 3 clusters Score -3.048436e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 237185 members 
Entering Unmasked Estep 
Score: -30484340.000000 Penalty: 6183.185547
	Iteration 35Q: 3 clusters Score -3.048434e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 237904 members 
Entering Unmasked Estep 
Score: -30484298.000000 Penalty: 6183.185547
	Iteration 36Q: 3 clusters Score -3.04843e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20847 members 
Mstep: Class 2 contains 238546 members 
Entering Unmasked Estep 
Score: -30484286.000000 Penalty: 6183.185547
	Iteration 37Q: 3 clusters Score -3.048429e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 239161 members 
Entering Unmasked Estep 
Score: -30484230.000000 Penalty: 6183.185547
	Iteration 38Q: 3 clusters Score -3.048423e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 239786 members 
Entering Unmasked Estep 
Score: -30484274.000000 Penalty: 6183.185547
	Iteration 39Q: 3 clusters Score -3.048427e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 240409 members 
Entering Unmasked Estep 
Score: -30484280.000000 Penalty: 6183.185547
	Iteration 40F: 3 clusters Score -3.048428e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 241036 members 
Entering Unmasked Estep 
Score: -30484274.000000 Penalty: 6183.185547
	Iteration 41Q: 3 clusters Score -3.048427e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 241607 members 
Entering Unmasked Estep 
Score: -30484190.000000 Penalty: 6183.185547
	Iteration 42Q: 3 clusters Score -3.048419e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17252 members 
Mstep: Class 2 contains 242141 members 
Entering Unmasked Estep 
Score: -30484164.000000 Penalty: 6183.185547
	Iteration 43Q: 3 clusters Score -3.048416e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 242676 members 
Entering Unmasked Estep 
Score: -30484176.000000 Penalty: 6183.185547
	Iteration 44Q: 3 clusters Score -3.048418e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 243179 members 
Entering Unmasked Estep 
Score: -30484200.000000 Penalty: 6183.185547
	Iteration 45Q: 3 clusters Score -3.04842e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 243617 members 
Entering Unmasked Estep 
Score: -30484252.000000 Penalty: 6183.185547
	Iteration 46Q: 3 clusters Score -3.048425e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15385 members 
Mstep: Class 2 contains 244008 members 
Entering Unmasked Estep 
Score: -30484292.000000 Penalty: 6183.185547
	Iteration 47Q: 3 clusters Score -3.048429e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15026 members 
Mstep: Class 2 contains 244367 members 
Entering Unmasked Estep 
Score: -30484250.000000 Penalty: 6183.185547
	Iteration 48Q: 3 clusters Score -3.048425e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14703 members 
Mstep: Class 2 contains 244690 members 
Entering Unmasked Estep 
Score: -30484206.000000 Penalty: 6183.185547
	Iteration 49Q: 3 clusters Score -3.048421e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 245004 members 
Entering Unmasked Estep 
Score: -30484184.000000 Penalty: 6183.185547
	Iteration 50Q: 3 clusters Score -3.048418e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 245323 members 
Entering Unmasked Estep 
Score: -30484182.000000 Penalty: 6183.185547
	Iteration 51Q: 3 clusters Score -3.048418e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 245592 members 
Entering Unmasked Estep 
Score: -30484136.000000 Penalty: 6183.185547
	Iteration 52Q: 3 clusters Score -3.048414e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 245851 members 
Entering Unmasked Estep 
Score: -30484168.000000 Penalty: 6183.185547
	Iteration 53Q: 3 clusters Score -3.048417e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 246082 members 
Entering Unmasked Estep 
Score: -30484202.000000 Penalty: 6183.185547
	Iteration 54Q: 3 clusters Score -3.04842e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13092 members 
Mstep: Class 2 contains 246301 members 
Entering Unmasked Estep 
Score: -30484196.000000 Penalty: 6183.185547
	Iteration 55Q: 3 clusters Score -3.04842e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 246511 members 
Entering Unmasked Estep 
Score: -30484154.000000 Penalty: 6183.185547
	Iteration 56Q: 3 clusters Score -3.048415e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 246733 members 
Entering Unmasked Estep 
Score: -30484158.000000 Penalty: 6183.185547
	Iteration 57Q: 3 clusters Score -3.048416e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 246946 members 
Entering Unmasked Estep 
Score: -30484142.000000 Penalty: 6183.185547
	Iteration 58Q: 3 clusters Score -3.048414e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 247110 members 
Entering Unmasked Estep 
Score: -30484136.000000 Penalty: 6183.185547
	Iteration 59Q: 3 clusters Score -3.048414e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 247268 members 
Entering Unmasked Estep 
Score: -30484142.000000 Penalty: 6183.185547
	Iteration 60F: 3 clusters Score -3.048414e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 247406 members 
Entering Unmasked Estep 
Score: -30484130.000000 Penalty: 6183.185547
	Iteration 61Q: 3 clusters Score -3.048413e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 247528 members 
Entering Unmasked Estep 
Score: -30484136.000000 Penalty: 6183.185547
	Iteration 62Q: 3 clusters Score -3.048414e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11741 members 
Mstep: Class 2 contains 247652 members 
Entering Unmasked Estep 
Score: -30484124.000000 Penalty: 6183.185547
	Iteration 63Q: 3 clusters Score -3.048412e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 247760 members 
Entering Unmasked Estep 
Score: -30484120.000000 Penalty: 6183.185547
	Iteration 64Q: 3 clusters Score -3.048412e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 247859 members 
Entering Unmasked Estep 
Score: -30484128.000000 Penalty: 6183.185547
	Iteration 65Q: 3 clusters Score -3.048413e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 247952 members 
Entering Unmasked Estep 
Score: -30484094.000000 Penalty: 6183.185547
	Iteration 66Q: 3 clusters Score -3.048409e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 248037 members 
Entering Unmasked Estep 
Score: -30484036.000000 Penalty: 6183.185547
	Iteration 67Q: 3 clusters Score -3.048404e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 248125 members 
Entering Unmasked Estep 
Score: -30484040.000000 Penalty: 6183.185547
	Iteration 68Q: 3 clusters Score -3.048404e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 248207 members 
Entering Unmasked Estep 
Score: -30484066.000000 Penalty: 6183.185547
	Iteration 69Q: 3 clusters Score -3.048407e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 248296 members 
Entering Unmasked Estep 
Score: -30484038.000000 Penalty: 6183.185547
	Iteration 70Q: 3 clusters Score -3.048404e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 248383 members 
Entering Unmasked Estep 
Score: -30484052.000000 Penalty: 6183.185547
	Iteration 71Q: 3 clusters Score -3.048405e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 248471 members 
Entering Unmasked Estep 
Score: -30484060.000000 Penalty: 6183.185547
	Iteration 72Q: 3 clusters Score -3.048406e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 248538 members 
Entering Unmasked Estep 
Score: -30484070.000000 Penalty: 6183.185547
	Iteration 73Q: 3 clusters Score -3.048407e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 248605 members 
Entering Unmasked Estep 
Score: -30484028.000000 Penalty: 6183.185547
	Iteration 74Q: 3 clusters Score -3.048403e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 248656 members 
Entering Unmasked Estep 
Score: -30484014.000000 Penalty: 6183.185547
	Iteration 75Q: 3 clusters Score -3.048401e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 248712 members 
Entering Unmasked Estep 
Score: -30484004.000000 Penalty: 6183.185547
	Iteration 76Q: 3 clusters Score -3.0484e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 248775 members 
Entering Unmasked Estep 
Score: -30484004.000000 Penalty: 6183.185547
	Iteration 77Q: 3 clusters Score -3.0484e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 248843 members 
Entering Unmasked Estep 
Score: -30483988.000000 Penalty: 6183.185547
	Iteration 78Q: 3 clusters Score -3.048399e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 248896 members 
Entering Unmasked Estep 
Score: -30483986.000000 Penalty: 6183.185547
	Iteration 79Q: 3 clusters Score -3.048399e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 248933 members 
Entering Unmasked Estep 
Score: -30484000.000000 Penalty: 6183.185547
	Iteration 80F: 3 clusters Score -3.0484e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 248975 members 
Entering Unmasked Estep 
Score: -30483988.000000 Penalty: 6183.185547
	Iteration 81Q: 3 clusters Score -3.048399e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 249008 members 
Entering Unmasked Estep 
Score: -30483998.000000 Penalty: 6183.185547
	Iteration 82Q: 3 clusters Score -3.0484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 249038 members 
Entering Unmasked Estep 
Score: -30484002.000000 Penalty: 6183.185547
	Iteration 83Q: 3 clusters Score -3.0484e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 249062 members 
Entering Unmasked Estep 
Score: -30483992.000000 Penalty: 6183.185547
	Iteration 84Q: 3 clusters Score -3.048399e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 249091 members 
Entering Unmasked Estep 
Score: -30483988.000000 Penalty: 6183.185547
	Iteration 85Q: 3 clusters Score -3.048399e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 249116 members 
Entering Unmasked Estep 
Score: -30483984.000000 Penalty: 6183.185547
	Iteration 86Q: 3 clusters Score -3.048398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 249137 members 
Entering Unmasked Estep 
Score: -30484002.000000 Penalty: 6183.185547
	Iteration 87Q: 3 clusters Score -3.0484e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10226 members 
Mstep: Class 2 contains 249167 members 
Entering Unmasked Estep 
Score: -30484006.000000 Penalty: 6183.185547
	Iteration 88Q: 3 clusters Score -3.048401e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10198 members 
Mstep: Class 2 contains 249195 members 
Entering Unmasked Estep 
Score: -30483982.000000 Penalty: 6183.185547
	Iteration 89Q: 3 clusters Score -3.048398e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 249222 members 
Entering Unmasked Estep 
Score: -30483966.000000 Penalty: 6183.185547
	Iteration 90Q: 3 clusters Score -3.048397e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 249248 members 
Entering Unmasked Estep 
Score: -30483968.000000 Penalty: 6183.185547
	Iteration 91Q: 3 clusters Score -3.048397e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 249278 members 
Entering Unmasked Estep 
Score: -30483936.000000 Penalty: 6183.185547
	Iteration 92Q: 3 clusters Score -3.048394e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 249306 members 
Entering Unmasked Estep 
Score: -30483938.000000 Penalty: 6183.185547
	Iteration 93Q: 3 clusters Score -3.048394e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 249327 members 
Entering Unmasked Estep 
Score: -30483946.000000 Penalty: 6183.185547
	Iteration 94Q: 3 clusters Score -3.048395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 249348 members 
Entering Unmasked Estep 
Score: -30483924.000000 Penalty: 6183.185547
	Iteration 95Q: 3 clusters Score -3.048392e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 249364 members 
Entering Unmasked Estep 
Score: -30483942.000000 Penalty: 6183.185547
	Iteration 96Q: 3 clusters Score -3.048394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 249377 members 
Entering Unmasked Estep 
Score: -30483938.000000 Penalty: 6183.185547
	Iteration 97Q: 3 clusters Score -3.048394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 249389 members 
Entering Unmasked Estep 
Score: -30483922.000000 Penalty: 6183.185547
	Iteration 98Q: 3 clusters Score -3.048392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 249400 members 
Entering Unmasked Estep 
Score: -30483912.000000 Penalty: 6183.185547
	Iteration 99Q: 3 clusters Score -3.048391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 249408 members 
Entering Unmasked Estep 
Score: -30483924.000000 Penalty: 6183.185547
	Iteration 100F: 3 clusters Score -3.048392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 249413 members 
Entering Unmasked Estep 
Score: -30483936.000000 Penalty: 6183.185547
	Iteration 101Q: 3 clusters Score -3.048394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 249416 members 
Entering Unmasked Estep 
Score: -30483946.000000 Penalty: 6183.185547
	Iteration 102Q: 3 clusters Score -3.048395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9976 members 
Mstep: Class 2 contains 249417 members 
Entering Unmasked Estep 
Score: -30483942.000000 Penalty: 6183.185547
	Iteration 103Q: 3 clusters Score -3.048394e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 249418 members 
Entering Unmasked Estep 
Score: -30483938.000000 Penalty: 6183.185547
	Iteration 104Q: 3 clusters Score -3.048394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 249418 members 
Entering Unmasked Estep 
Score: -30483938.000000 Penalty: 6183.185547
	Iteration 105F: 3 clusters Score -3.048394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16882 members 
Mstep: Class 4 contains 188644 members 
Mstep: Class 5 contains 157285 members 
Mstep: Class 6 contains 9975 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 35784 members 
Mstep: Class 11 contains 34689 members 
Mstep: Class 12 contains 52205 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91554 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 12094 members 
Mstep: Class 17 contains 8754 members 
Mstep: Class 18 contains 195324 members 
Mstep: Class 19 contains 57333 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 178805 members 
Mstep: Class 23 contains 23829 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8817 members 
Mstep: Class 27 contains 19578 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13630 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 249418 members 
Entering Unmasked Estep 
Score: -161479088.000000 Penalty: 108902.257812
Splitting cluster 6 changes total score from -161477616.000000 to -161479088.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 7 (3625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Entering Unmasked Estep 
Score: -411102.812500 Penalty: 2032.511230
	Iteration 0F: 2 clusters Score -411102.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -407444.062500 Penalty: 4065.022461
	Iteration 0F: 3 clusters Score -407444.1 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -408189.281250 Penalty: 4065.022461
	Iteration 1F: 3 clusters Score -408189.3 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -408326.750000 Penalty: 4065.022461
	Iteration 2F: 3 clusters Score -408326.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -408408.468750 Penalty: 4065.022461
	Iteration 3Q: 3 clusters Score -408408.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -408463.093750 Penalty: 4065.022461
	Iteration 4Q: 3 clusters Score -408463.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -408507.187500 Penalty: 4065.022461
	Iteration 5Q: 3 clusters Score -408507.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -408537.718750 Penalty: 4065.022461
	Iteration 6Q: 3 clusters Score -408537.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -408561.906250 Penalty: 4065.022461
	Iteration 7Q: 3 clusters Score -408561.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -408582.656250 Penalty: 4065.022461
	Iteration 8Q: 3 clusters Score -408582.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -408599.906250 Penalty: 4065.022461
	Iteration 9Q: 3 clusters Score -408599.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -408613.593750 Penalty: 4065.022461
	Iteration 10Q: 3 clusters Score -408613.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -408625.093750 Penalty: 4065.022461
	Iteration 11Q: 3 clusters Score -408625.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -408633.187500 Penalty: 4065.022461
	Iteration 12Q: 3 clusters Score -408633.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -408638.406250 Penalty: 4065.022461
	Iteration 13Q: 3 clusters Score -408638.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -408641.093750 Penalty: 4065.022461
	Iteration 14Q: 3 clusters Score -408641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -408641.625000 Penalty: 4065.022461
	Iteration 15Q: 3 clusters Score -408641.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -408642.343750 Penalty: 4065.022461
	Iteration 16Q: 3 clusters Score -408642.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -408643.218750 Penalty: 4065.022461
	Iteration 17Q: 3 clusters Score -408643.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -408643.843750 Penalty: 4065.022461
	Iteration 18Q: 3 clusters Score -408643.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -408645.125000 Penalty: 4065.022461
	Iteration 19Q: 3 clusters Score -408645.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -408644.281250 Penalty: 4065.022461
	Iteration 20F: 3 clusters Score -408644.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2675 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Entering Unmasked Estep 
Score: -280934.531250 Penalty: 1957.142700
	Iteration 0F: 2 clusters Score -280934.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -277840.468750 Penalty: 3914.285400
	Iteration 0F: 3 clusters Score -277840.5 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -278514.843750 Penalty: 3914.285400
	Iteration 1F: 3 clusters Score -278514.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -278726.625000 Penalty: 3914.285400
	Iteration 2F: 3 clusters Score -278726.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -278849.156250 Penalty: 3914.285400
	Iteration 3F: 3 clusters Score -278849.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -278942.000000 Penalty: 3914.285400
	Iteration 4Q: 3 clusters Score -278942 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -279012.718750 Penalty: 3914.285400
	Iteration 5Q: 3 clusters Score -279012.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -279045.968750 Penalty: 3914.285400
	Iteration 6Q: 3 clusters Score -279046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -279072.468750 Penalty: 3914.285400
	Iteration 7Q: 3 clusters Score -279072.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -279099.843750 Penalty: 3914.285400
	Iteration 8Q: 3 clusters Score -279099.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -279132.125000 Penalty: 3914.285400
	Iteration 9Q: 3 clusters Score -279132.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -279159.250000 Penalty: 3914.285400
	Iteration 10Q: 3 clusters Score -279159.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -279183.562500 Penalty: 3914.285400
	Iteration 11Q: 3 clusters Score -279183.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -279201.781250 Penalty: 3914.285400
	Iteration 12Q: 3 clusters Score -279201.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -279210.531250 Penalty: 3914.285400
	Iteration 13Q: 3 clusters Score -279210.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -279219.687500 Penalty: 3914.285400
	Iteration 14Q: 3 clusters Score -279219.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -279224.812500 Penalty: 3914.285400
	Iteration 15Q: 3 clusters Score -279224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -279227.875000 Penalty: 3914.285400
	Iteration 16Q: 3 clusters Score -279227.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -279230.437500 Penalty: 3914.285400
	Iteration 17Q: 3 clusters Score -279230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -279232.656250 Penalty: 3914.285400
	Iteration 18Q: 3 clusters Score -279232.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -279233.468750 Penalty: 3914.285400
	Iteration 19Q: 3 clusters Score -279233.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -279235.750000 Penalty: 3914.285400
	Iteration 20F: 3 clusters Score -279235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -279237.531250 Penalty: 3914.285400
	Iteration 21Q: 3 clusters Score -279237.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -279237.531250 Penalty: 3914.285400
	Iteration 22F: 3 clusters Score -279237.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Entering Unmasked Estep 
Score: -902334.250000 Penalty: 2259.764893
	Iteration 0F: 2 clusters Score -902334.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -895198.500000 Penalty: 4519.529785
	Iteration 0F: 3 clusters Score -895198.5 nChanged 3713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -897377.437500 Penalty: 4519.529785
	Iteration 1F: 3 clusters Score -897377.4 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -897919.500000 Penalty: 4519.529785
	Iteration 2F: 3 clusters Score -897919.5 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -898399.187500 Penalty: 4519.529785
	Iteration 3F: 3 clusters Score -898399.2 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -898985.000000 Penalty: 4519.529785
	Iteration 4F: 3 clusters Score -898985 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -899582.937500 Penalty: 4519.529785
	Iteration 5F: 3 clusters Score -899582.9 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -900045.875000 Penalty: 4519.529785
	Iteration 6F: 3 clusters Score -900045.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -900389.125000 Penalty: 4519.529785
	Iteration 7Q: 3 clusters Score -900389.1 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -900659.250000 Penalty: 4519.529785
	Iteration 8Q: 3 clusters Score -900659.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -900830.562500 Penalty: 4519.529785
	Iteration 9Q: 3 clusters Score -900830.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -900947.750000 Penalty: 4519.529785
	Iteration 10Q: 3 clusters Score -900947.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -901033.062500 Penalty: 4519.529785
	Iteration 11Q: 3 clusters Score -901033.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -901092.812500 Penalty: 4519.529785
	Iteration 12Q: 3 clusters Score -901092.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -901131.875000 Penalty: 4519.529785
	Iteration 13Q: 3 clusters Score -901131.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5704 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -901154.687500 Penalty: 4519.529785
	Iteration 14Q: 3 clusters Score -901154.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -901173.625000 Penalty: 4519.529785
	Iteration 15Q: 3 clusters Score -901173.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -901185.937500 Penalty: 4519.529785
	Iteration 16Q: 3 clusters Score -901185.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -901195.375000 Penalty: 4519.529785
	Iteration 17Q: 3 clusters Score -901195.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -901201.312500 Penalty: 4519.529785
	Iteration 18Q: 3 clusters Score -901201.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -901208.562500 Penalty: 4519.529785
	Iteration 19Q: 3 clusters Score -901208.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -901214.937500 Penalty: 4519.529785
	Iteration 20F: 3 clusters Score -901214.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -901221.875000 Penalty: 4519.529785
	Iteration 21Q: 3 clusters Score -901221.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -901226.125000 Penalty: 4519.529785
	Iteration 22Q: 3 clusters Score -901226.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -901230.312500 Penalty: 4519.529785
	Iteration 23Q: 3 clusters Score -901230.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -901237.125000 Penalty: 4519.529785
	Iteration 24Q: 3 clusters Score -901237.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -901241.437500 Penalty: 4519.529785
	Iteration 25Q: 3 clusters Score -901241.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -901243.250000 Penalty: 4519.529785
	Iteration 26Q: 3 clusters Score -901243.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -901247.812500 Penalty: 4519.529785
	Iteration 27Q: 3 clusters Score -901247.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -901249.250000 Penalty: 4519.529785
	Iteration 28Q: 3 clusters Score -901249.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -901249.250000 Penalty: 4519.529785
	Iteration 29Q: 3 clusters Score -901249.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -901248.187500 Penalty: 4519.529785
	Iteration 30Q: 3 clusters Score -901248.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -901249.375000 Penalty: 4519.529785
	Iteration 31Q: 3 clusters Score -901249.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -901249.375000 Penalty: 4519.529785
	Iteration 32F: 3 clusters Score -901249.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (35784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35784 members 
Entering Unmasked Estep 
Score: -4249458.500000 Penalty: 2600.343506
	Iteration 0F: 2 clusters Score -4249458 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -4225069.000000 Penalty: 5200.687012
	Iteration 0F: 3 clusters Score -4225069 nChanged 16229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -4233951.500000 Penalty: 5200.687012
	Iteration 1F: 3 clusters Score -4233952 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -4234488.500000 Penalty: 5200.687012
	Iteration 2Q: 3 clusters Score -4234488 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -4234983.500000 Penalty: 5200.687012
	Iteration 3Q: 3 clusters Score -4234984 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -4235573.000000 Penalty: 5200.687012
	Iteration 4Q: 3 clusters Score -4235573 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -4236215.000000 Penalty: 5200.687012
	Iteration 5Q: 3 clusters Score -4236215 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4237023.500000 Penalty: 5200.687012
	Iteration 6Q: 3 clusters Score -4237024 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13644 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -4238010.000000 Penalty: 5200.687012
	Iteration 7Q: 3 clusters Score -4238010 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 23167 members 
Entering Unmasked Estep 
Score: -4239187.000000 Penalty: 5200.687012
	Iteration 8Q: 3 clusters Score -4239187 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 24221 members 
Entering Unmasked Estep 
Score: -4240477.000000 Penalty: 5200.687012
	Iteration 9F: 3 clusters Score -4240477 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10564 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -4241726.500000 Penalty: 5200.687012
	Iteration 10F: 3 clusters Score -4241726 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -4242705.500000 Penalty: 5200.687012
	Iteration 11Q: 3 clusters Score -4242706 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -4243384.500000 Penalty: 5200.687012
	Iteration 12Q: 3 clusters Score -4243384 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -4243832.000000 Penalty: 5200.687012
	Iteration 13Q: 3 clusters Score -4243832 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -4244104.000000 Penalty: 5200.687012
	Iteration 14Q: 3 clusters Score -4244104 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28639 members 
Entering Unmasked Estep 
Score: -4244346.000000 Penalty: 5200.687012
	Iteration 15Q: 3 clusters Score -4244346 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 29193 members 
Entering Unmasked Estep 
Score: -4244567.500000 Penalty: 5200.687012
	Iteration 16Q: 3 clusters Score -4244568 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 29725 members 
Entering Unmasked Estep 
Score: -4244805.500000 Penalty: 5200.687012
	Iteration 17Q: 3 clusters Score -4244806 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -4245052.500000 Penalty: 5200.687012
	Iteration 18Q: 3 clusters Score -4245052 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -4245272.000000 Penalty: 5200.687012
	Iteration 19Q: 3 clusters Score -4245272 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 31249 members 
Entering Unmasked Estep 
Score: -4245476.500000 Penalty: 5200.687012
	Iteration 20F: 3 clusters Score -4245476 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -4245688.000000 Penalty: 5200.687012
	Iteration 21Q: 3 clusters Score -4245688 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -4245863.000000 Penalty: 5200.687012
	Iteration 22Q: 3 clusters Score -4245863 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -4246033.000000 Penalty: 5200.687012
	Iteration 23Q: 3 clusters Score -4246033 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 32782 members 
Entering Unmasked Estep 
Score: -4246151.500000 Penalty: 5200.687012
	Iteration 24Q: 3 clusters Score -4246152 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -4246285.000000 Penalty: 5200.687012
	Iteration 25Q: 3 clusters Score -4246285 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -4246392.000000 Penalty: 5200.687012
	Iteration 26Q: 3 clusters Score -4246392 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 33574 members 
Entering Unmasked Estep 
Score: -4246499.000000 Penalty: 5200.687012
	Iteration 27Q: 3 clusters Score -4246499 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -4246599.000000 Penalty: 5200.687012
	Iteration 28Q: 3 clusters Score -4246599 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 33973 members 
Entering Unmasked Estep 
Score: -4246691.000000 Penalty: 5200.687012
	Iteration 29Q: 3 clusters Score -4246691 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 34121 members 
Entering Unmasked Estep 
Score: -4246763.500000 Penalty: 5200.687012
	Iteration 30Q: 3 clusters Score -4246764 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 34258 members 
Entering Unmasked Estep 
Score: -4246836.000000 Penalty: 5200.687012
	Iteration 31Q: 3 clusters Score -4246836 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 34373 members 
Entering Unmasked Estep 
Score: -4246882.000000 Penalty: 5200.687012
	Iteration 32Q: 3 clusters Score -4246882 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34470 members 
Entering Unmasked Estep 
Score: -4246930.000000 Penalty: 5200.687012
	Iteration 33Q: 3 clusters Score -4246930 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 34540 members 
Entering Unmasked Estep 
Score: -4246963.000000 Penalty: 5200.687012
	Iteration 34Q: 3 clusters Score -4246963 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 34604 members 
Entering Unmasked Estep 
Score: -4246992.500000 Penalty: 5200.687012
	Iteration 35Q: 3 clusters Score -4246992 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 34659 members 
Entering Unmasked Estep 
Score: -4247024.000000 Penalty: 5200.687012
	Iteration 36Q: 3 clusters Score -4247024 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 34712 members 
Entering Unmasked Estep 
Score: -4247058.500000 Penalty: 5200.687012
	Iteration 37Q: 3 clusters Score -4247058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 34761 members 
Entering Unmasked Estep 
Score: -4247080.500000 Penalty: 5200.687012
	Iteration 38Q: 3 clusters Score -4247080 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -4247101.500000 Penalty: 5200.687012
	Iteration 39Q: 3 clusters Score -4247102 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -4247121.000000 Penalty: 5200.687012
	Iteration 40F: 3 clusters Score -4247121 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -4247139.000000 Penalty: 5200.687012
	Iteration 41Q: 3 clusters Score -4247139 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 34899 members 
Entering Unmasked Estep 
Score: -4247154.000000 Penalty: 5200.687012
	Iteration 42Q: 3 clusters Score -4247154 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 34919 members 
Entering Unmasked Estep 
Score: -4247169.000000 Penalty: 5200.687012
	Iteration 43Q: 3 clusters Score -4247169 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 34933 members 
Entering Unmasked Estep 
Score: -4247181.000000 Penalty: 5200.687012
	Iteration 44Q: 3 clusters Score -4247181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 34949 members 
Entering Unmasked Estep 
Score: -4247182.000000 Penalty: 5200.687012
	Iteration 45Q: 3 clusters Score -4247182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 34959 members 
Entering Unmasked Estep 
Score: -4247189.000000 Penalty: 5200.687012
	Iteration 46Q: 3 clusters Score -4247189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 34972 members 
Entering Unmasked Estep 
Score: -4247200.500000 Penalty: 5200.687012
	Iteration 47Q: 3 clusters Score -4247200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -4247204.000000 Penalty: 5200.687012
	Iteration 48Q: 3 clusters Score -4247204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -4247200.500000 Penalty: 5200.687012
	Iteration 49Q: 3 clusters Score -4247200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 34991 members 
Entering Unmasked Estep 
Score: -4247207.000000 Penalty: 5200.687012
	Iteration 50Q: 3 clusters Score -4247207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 34996 members 
Entering Unmasked Estep 
Score: -4247207.000000 Penalty: 5200.687012
	Iteration 51Q: 3 clusters Score -4247207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -4247213.500000 Penalty: 5200.687012
	Iteration 52Q: 3 clusters Score -4247214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 35013 members 
Entering Unmasked Estep 
Score: -4247219.000000 Penalty: 5200.687012
	Iteration 53Q: 3 clusters Score -4247219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -4247226.000000 Penalty: 5200.687012
	Iteration 54Q: 3 clusters Score -4247226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 35027 members 
Entering Unmasked Estep 
Score: -4247226.000000 Penalty: 5200.687012
	Iteration 55Q: 3 clusters Score -4247226 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 35032 members 
Entering Unmasked Estep 
Score: -4247231.000000 Penalty: 5200.687012
	Iteration 56Q: 3 clusters Score -4247231 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 35034 members 
Entering Unmasked Estep 
Score: -4247233.500000 Penalty: 5200.687012
	Iteration 57Q: 3 clusters Score -4247234 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -4247234.500000 Penalty: 5200.687012
	Iteration 58Q: 3 clusters Score -4247234 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -4247238.500000 Penalty: 5200.687012
	Iteration 59Q: 3 clusters Score -4247238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -4247246.000000 Penalty: 5200.687012
	Iteration 60F: 3 clusters Score -4247246 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 35050 members 
Entering Unmasked Estep 
Score: -4247249.000000 Penalty: 5200.687012
	Iteration 61Q: 3 clusters Score -4247249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 35054 members 
Entering Unmasked Estep 
Score: -4247255.000000 Penalty: 5200.687012
	Iteration 62Q: 3 clusters Score -4247255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 35057 members 
Entering Unmasked Estep 
Score: -4247251.500000 Penalty: 5200.687012
	Iteration 63Q: 3 clusters Score -4247252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -4247248.000000 Penalty: 5200.687012
	Iteration 64Q: 3 clusters Score -4247248 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -4247254.000000 Penalty: 5200.687012
	Iteration 65Q: 3 clusters Score -4247254 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -4247255.000000 Penalty: 5200.687012
	Iteration 66Q: 3 clusters Score -4247255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -4247257.500000 Penalty: 5200.687012
	Iteration 67Q: 3 clusters Score -4247258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -4247262.500000 Penalty: 5200.687012
	Iteration 68Q: 3 clusters Score -4247262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 35083 members 
Entering Unmasked Estep 
Score: -4247266.500000 Penalty: 5200.687012
	Iteration 69Q: 3 clusters Score -4247266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 35085 members 
Entering Unmasked Estep 
Score: -4247265.500000 Penalty: 5200.687012
	Iteration 70Q: 3 clusters Score -4247266 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 35087 members 
Entering Unmasked Estep 
Score: -4247267.000000 Penalty: 5200.687012
	Iteration 71Q: 3 clusters Score -4247267 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 35091 members 
Entering Unmasked Estep 
Score: -4247271.500000 Penalty: 5200.687012
	Iteration 72Q: 3 clusters Score -4247272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4247272.500000 Penalty: 5200.687012
	Iteration 73Q: 3 clusters Score -4247272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -4247272.500000 Penalty: 5200.687012
	Iteration 74F: 3 clusters Score -4247272 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Entering Unmasked Estep 
Score: -3880472.750000 Penalty: 2592.636230
	Iteration 0F: 2 clusters Score -3880473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -3856878.500000 Penalty: 5185.272461
	Iteration 0F: 3 clusters Score -3856878 nChanged 15819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3865524.500000 Penalty: 5185.272461
	Iteration 1F: 3 clusters Score -3865524 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -3866073.500000 Penalty: 5185.272461
	Iteration 2Q: 3 clusters Score -3866074 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3866557.000000 Penalty: 5185.272461
	Iteration 3Q: 3 clusters Score -3866557 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -3867112.250000 Penalty: 5185.272461
	Iteration 4Q: 3 clusters Score -3867112 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 18039 members 
Entering Unmasked Estep 
Score: -3867682.250000 Penalty: 5185.272461
	Iteration 5Q: 3 clusters Score -3867682 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -3868381.000000 Penalty: 5185.272461
	Iteration 6Q: 3 clusters Score -3868381 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 18736 members 
Entering Unmasked Estep 
Score: -3869258.250000 Penalty: 5185.272461
	Iteration 7Q: 3 clusters Score -3869258 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -3870233.500000 Penalty: 5185.272461
	Iteration 8Q: 3 clusters Score -3870234 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -3871336.000000 Penalty: 5185.272461
	Iteration 9F: 3 clusters Score -3871336 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -3872439.250000 Penalty: 5185.272461
	Iteration 10F: 3 clusters Score -3872439 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -3873500.500000 Penalty: 5185.272461
	Iteration 11Q: 3 clusters Score -3873500 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -3874413.000000 Penalty: 5185.272461
	Iteration 12Q: 3 clusters Score -3874413 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11991 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -3875086.000000 Penalty: 5185.272461
	Iteration 13Q: 3 clusters Score -3875086 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -3875527.500000 Penalty: 5185.272461
	Iteration 14Q: 3 clusters Score -3875528 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3875816.250000 Penalty: 5185.272461
	Iteration 15Q: 3 clusters Score -3875816 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -3876093.750000 Penalty: 5185.272461
	Iteration 16Q: 3 clusters Score -3876094 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -3876344.000000 Penalty: 5185.272461
	Iteration 17Q: 3 clusters Score -3876344 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -3876603.500000 Penalty: 5185.272461
	Iteration 18Q: 3 clusters Score -3876604 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -3876840.750000 Penalty: 5185.272461
	Iteration 19Q: 3 clusters Score -3876841 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 26562 members 
Entering Unmasked Estep 
Score: -3877086.250000 Penalty: 5185.272461
	Iteration 20F: 3 clusters Score -3877086 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7668 members 
Mstep: Class 2 contains 27021 members 
Entering Unmasked Estep 
Score: -3877291.500000 Penalty: 5185.272461
	Iteration 21Q: 3 clusters Score -3877292 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3877516.750000 Penalty: 5185.272461
	Iteration 22Q: 3 clusters Score -3877517 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3877733.000000 Penalty: 5185.272461
	Iteration 23Q: 3 clusters Score -3877733 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -3877946.750000 Penalty: 5185.272461
	Iteration 24Q: 3 clusters Score -3877947 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 28716 members 
Entering Unmasked Estep 
Score: -3878179.250000 Penalty: 5185.272461
	Iteration 25Q: 3 clusters Score -3878179 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 29061 members 
Entering Unmasked Estep 
Score: -3878352.250000 Penalty: 5185.272461
	Iteration 26Q: 3 clusters Score -3878352 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -3878489.000000 Penalty: 5185.272461
	Iteration 27Q: 3 clusters Score -3878489 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -3878597.750000 Penalty: 5185.272461
	Iteration 28Q: 3 clusters Score -3878598 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 29847 members 
Entering Unmasked Estep 
Score: -3878695.500000 Penalty: 5185.272461
	Iteration 29Q: 3 clusters Score -3878696 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 30025 members 
Entering Unmasked Estep 
Score: -3878771.000000 Penalty: 5185.272461
	Iteration 30Q: 3 clusters Score -3878771 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3878811.000000 Penalty: 5185.272461
	Iteration 31Q: 3 clusters Score -3878811 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -3878831.250000 Penalty: 5185.272461
	Iteration 32Q: 3 clusters Score -3878831 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 30426 members 
Entering Unmasked Estep 
Score: -3878860.750000 Penalty: 5185.272461
	Iteration 33Q: 3 clusters Score -3878861 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -3878872.000000 Penalty: 5185.272461
	Iteration 34Q: 3 clusters Score -3878872 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 30623 members 
Entering Unmasked Estep 
Score: -3878887.750000 Penalty: 5185.272461
	Iteration 35Q: 3 clusters Score -3878888 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -3878911.250000 Penalty: 5185.272461
	Iteration 36Q: 3 clusters Score -3878911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 30772 members 
Entering Unmasked Estep 
Score: -3878915.500000 Penalty: 5185.272461
	Iteration 37Q: 3 clusters Score -3878916 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 30837 members 
Entering Unmasked Estep 
Score: -3878929.500000 Penalty: 5185.272461
	Iteration 38Q: 3 clusters Score -3878930 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -3878942.500000 Penalty: 5185.272461
	Iteration 39Q: 3 clusters Score -3878942 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 30959 members 
Entering Unmasked Estep 
Score: -3878952.500000 Penalty: 5185.272461
	Iteration 40F: 3 clusters Score -3878952 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 31017 members 
Entering Unmasked Estep 
Score: -3878967.250000 Penalty: 5185.272461
	Iteration 41Q: 3 clusters Score -3878967 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 31080 members 
Entering Unmasked Estep 
Score: -3878971.250000 Penalty: 5185.272461
	Iteration 42Q: 3 clusters Score -3878971 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 31146 members 
Entering Unmasked Estep 
Score: -3878991.250000 Penalty: 5185.272461
	Iteration 43Q: 3 clusters Score -3878991 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -3878994.500000 Penalty: 5185.272461
	Iteration 44Q: 3 clusters Score -3878994 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -3879016.500000 Penalty: 5185.272461
	Iteration 45Q: 3 clusters Score -3879016 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -3879020.250000 Penalty: 5185.272461
	Iteration 46Q: 3 clusters Score -3879020 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 31361 members 
Entering Unmasked Estep 
Score: -3879027.000000 Penalty: 5185.272461
	Iteration 47Q: 3 clusters Score -3879027 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 31402 members 
Entering Unmasked Estep 
Score: -3879037.500000 Penalty: 5185.272461
	Iteration 48Q: 3 clusters Score -3879038 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 31438 members 
Entering Unmasked Estep 
Score: -3879045.500000 Penalty: 5185.272461
	Iteration 49Q: 3 clusters Score -3879046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -3879048.000000 Penalty: 5185.272461
	Iteration 50Q: 3 clusters Score -3879048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 31489 members 
Entering Unmasked Estep 
Score: -3879045.250000 Penalty: 5185.272461
	Iteration 51Q: 3 clusters Score -3879045 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -3879040.500000 Penalty: 5185.272461
	Iteration 52Q: 3 clusters Score -3879040 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -3879048.750000 Penalty: 5185.272461
	Iteration 53Q: 3 clusters Score -3879049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 31539 members 
Entering Unmasked Estep 
Score: -3879051.500000 Penalty: 5185.272461
	Iteration 54Q: 3 clusters Score -3879052 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -3879053.500000 Penalty: 5185.272461
	Iteration 55Q: 3 clusters Score -3879054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 31560 members 
Entering Unmasked Estep 
Score: -3879049.250000 Penalty: 5185.272461
	Iteration 56Q: 3 clusters Score -3879049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -3879046.750000 Penalty: 5185.272461
	Iteration 57Q: 3 clusters Score -3879047 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -3879055.500000 Penalty: 5185.272461
	Iteration 58Q: 3 clusters Score -3879056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -3879063.500000 Penalty: 5185.272461
	Iteration 59Q: 3 clusters Score -3879064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -3879067.000000 Penalty: 5185.272461
	Iteration 60F: 3 clusters Score -3879067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -3879064.250000 Penalty: 5185.272461
	Iteration 61Q: 3 clusters Score -3879064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -3879060.500000 Penalty: 5185.272461
	Iteration 62Q: 3 clusters Score -3879060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3879062.000000 Penalty: 5185.272461
	Iteration 63Q: 3 clusters Score -3879062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 31630 members 
Entering Unmasked Estep 
Score: -3879065.750000 Penalty: 5185.272461
	Iteration 64Q: 3 clusters Score -3879066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 31634 members 
Entering Unmasked Estep 
Score: -3879064.500000 Penalty: 5185.272461
	Iteration 65Q: 3 clusters Score -3879064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 31635 members 
Entering Unmasked Estep 
Score: -3879067.750000 Penalty: 5185.272461
	Iteration 66Q: 3 clusters Score -3879068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 31637 members 
Entering Unmasked Estep 
Score: -3879064.000000 Penalty: 5185.272461
	Iteration 67Q: 3 clusters Score -3879064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -3879064.000000 Penalty: 5185.272461
	Iteration 68Q: 3 clusters Score -3879064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 31639 members 
Entering Unmasked Estep 
Score: -3879061.250000 Penalty: 5185.272461
	Iteration 69Q: 3 clusters Score -3879061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 31641 members 
Entering Unmasked Estep 
Score: -3879059.500000 Penalty: 5185.272461
	Iteration 70Q: 3 clusters Score -3879060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 31643 members 
Entering Unmasked Estep 
Score: -3879061.500000 Penalty: 5185.272461
	Iteration 71Q: 3 clusters Score -3879062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -3879062.750000 Penalty: 5185.272461
	Iteration 72Q: 3 clusters Score -3879063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 31648 members 
Entering Unmasked Estep 
Score: -3879064.500000 Penalty: 5185.272461
	Iteration 73Q: 3 clusters Score -3879064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -3879058.250000 Penalty: 5185.272461
	Iteration 74Q: 3 clusters Score -3879058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -3879066.250000 Penalty: 5185.272461
	Iteration 75Q: 3 clusters Score -3879066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -3879064.250000 Penalty: 5185.272461
	Iteration 76Q: 3 clusters Score -3879064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3879061.500000 Penalty: 5185.272461
	Iteration 77Q: 3 clusters Score -3879062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3879060.750000 Penalty: 5185.272461
	Iteration 78Q: 3 clusters Score -3879061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -3879060.750000 Penalty: 5185.272461
	Iteration 79F: 3 clusters Score -3879061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (52205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Entering Unmasked Estep 
Score: -6225386.500000 Penalty: 2694.007324
	Iteration 0F: 2 clusters Score -6225386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -6190263.000000 Penalty: 5388.014648
	Iteration 0F: 3 clusters Score -6190263 nChanged 24194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -6204282.500000 Penalty: 5388.014648
	Iteration 1F: 3 clusters Score -6204282 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 26934 members 
Entering Unmasked Estep 
Score: -6205209.500000 Penalty: 5388.014648
	Iteration 2Q: 3 clusters Score -6205210 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -6206204.500000 Penalty: 5388.014648
	Iteration 3Q: 3 clusters Score -6206204 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25229 members 
Mstep: Class 2 contains 26976 members 
Entering Unmasked Estep 
Score: -6207395.000000 Penalty: 5388.014648
	Iteration 4Q: 3 clusters Score -6207395 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -6208813.000000 Penalty: 5388.014648
	Iteration 5F: 3 clusters Score -6208813 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -6210481.500000 Penalty: 5388.014648
	Iteration 6F: 3 clusters Score -6210482 nChanged 3164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 25468 members 
Entering Unmasked Estep 
Score: -6212599.500000 Penalty: 5388.014648
	Iteration 7F: 3 clusters Score -6212600 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27698 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -6214699.500000 Penalty: 5388.014648
	Iteration 8F: 3 clusters Score -6214700 nChanged 2802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28560 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -6216490.000000 Penalty: 5388.014648
	Iteration 9F: 3 clusters Score -6216490 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29279 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -6217354.500000 Penalty: 5388.014648
	Iteration 10Q: 3 clusters Score -6217354 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -6217809.000000 Penalty: 5388.014648
	Iteration 11Q: 3 clusters Score -6217809 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30455 members 
Mstep: Class 2 contains 21750 members 
Entering Unmasked Estep 
Score: -6217987.000000 Penalty: 5388.014648
	Iteration 12Q: 3 clusters Score -6217987 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30993 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -6218101.500000 Penalty: 5388.014648
	Iteration 13Q: 3 clusters Score -6218102 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31523 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -6218244.500000 Penalty: 5388.014648
	Iteration 14Q: 3 clusters Score -6218244 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -6218374.500000 Penalty: 5388.014648
	Iteration 15Q: 3 clusters Score -6218374 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 19619 members 
Entering Unmasked Estep 
Score: -6218498.000000 Penalty: 5388.014648
	Iteration 16Q: 3 clusters Score -6218498 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33126 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -6218633.500000 Penalty: 5388.014648
	Iteration 17Q: 3 clusters Score -6218634 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33670 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -6218788.500000 Penalty: 5388.014648
	Iteration 18Q: 3 clusters Score -6218788 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34192 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -6218896.500000 Penalty: 5388.014648
	Iteration 19Q: 3 clusters Score -6218896 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -6218987.500000 Penalty: 5388.014648
	Iteration 20F: 3 clusters Score -6218988 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -6219172.000000 Penalty: 5388.014648
	Iteration 21Q: 3 clusters Score -6219172 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 16366 members 
Entering Unmasked Estep 
Score: -6219335.000000 Penalty: 5388.014648
	Iteration 22Q: 3 clusters Score -6219335 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -6219464.000000 Penalty: 5388.014648
	Iteration 23Q: 3 clusters Score -6219464 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36974 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -6219564.500000 Penalty: 5388.014648
	Iteration 24Q: 3 clusters Score -6219564 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37530 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -6219707.500000 Penalty: 5388.014648
	Iteration 25Q: 3 clusters Score -6219708 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -6219825.500000 Penalty: 5388.014648
	Iteration 26Q: 3 clusters Score -6219826 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -6220008.000000 Penalty: 5388.014648
	Iteration 27Q: 3 clusters Score -6220008 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -6220134.500000 Penalty: 5388.014648
	Iteration 28Q: 3 clusters Score -6220134 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39788 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -6220322.000000 Penalty: 5388.014648
	Iteration 29Q: 3 clusters Score -6220322 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -6220497.000000 Penalty: 5388.014648
	Iteration 30Q: 3 clusters Score -6220497 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40953 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -6220678.000000 Penalty: 5388.014648
	Iteration 31Q: 3 clusters Score -6220678 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -6220829.500000 Penalty: 5388.014648
	Iteration 32Q: 3 clusters Score -6220830 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -6220941.000000 Penalty: 5388.014648
	Iteration 33Q: 3 clusters Score -6220941 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -6221090.500000 Penalty: 5388.014648
	Iteration 34Q: 3 clusters Score -6221090 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43063 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -6221232.000000 Penalty: 5388.014648
	Iteration 35Q: 3 clusters Score -6221232 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -6221344.500000 Penalty: 5388.014648
	Iteration 36Q: 3 clusters Score -6221344 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43960 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -6221454.500000 Penalty: 5388.014648
	Iteration 37Q: 3 clusters Score -6221454 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -6221598.500000 Penalty: 5388.014648
	Iteration 38Q: 3 clusters Score -6221598 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -6221701.000000 Penalty: 5388.014648
	Iteration 39Q: 3 clusters Score -6221701 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -6221789.000000 Penalty: 5388.014648
	Iteration 40F: 3 clusters Score -6221789 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45609 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -6221924.000000 Penalty: 5388.014648
	Iteration 41Q: 3 clusters Score -6221924 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45965 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -6222044.500000 Penalty: 5388.014648
	Iteration 42Q: 3 clusters Score -6222044 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46298 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -6222146.500000 Penalty: 5388.014648
	Iteration 43Q: 3 clusters Score -6222146 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -6222223.500000 Penalty: 5388.014648
	Iteration 44Q: 3 clusters Score -6222224 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -6222317.000000 Penalty: 5388.014648
	Iteration 45Q: 3 clusters Score -6222317 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47193 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -6222394.000000 Penalty: 5388.014648
	Iteration 46Q: 3 clusters Score -6222394 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47453 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -6222468.000000 Penalty: 5388.014648
	Iteration 47Q: 3 clusters Score -6222468 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47715 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -6222558.500000 Penalty: 5388.014648
	Iteration 48Q: 3 clusters Score -6222558 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47969 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -6222614.500000 Penalty: 5388.014648
	Iteration 49Q: 3 clusters Score -6222614 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -6222694.000000 Penalty: 5388.014648
	Iteration 50Q: 3 clusters Score -6222694 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6222770.000000 Penalty: 5388.014648
	Iteration 51Q: 3 clusters Score -6222770 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48628 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -6222828.000000 Penalty: 5388.014648
	Iteration 52Q: 3 clusters Score -6222828 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48792 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -6222877.500000 Penalty: 5388.014648
	Iteration 53Q: 3 clusters Score -6222878 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -6222905.500000 Penalty: 5388.014648
	Iteration 54Q: 3 clusters Score -6222906 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49091 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -6222961.500000 Penalty: 5388.014648
	Iteration 55Q: 3 clusters Score -6222962 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -6222995.500000 Penalty: 5388.014648
	Iteration 56Q: 3 clusters Score -6222996 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49352 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -6223040.500000 Penalty: 5388.014648
	Iteration 57Q: 3 clusters Score -6223040 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49474 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -6223076.500000 Penalty: 5388.014648
	Iteration 58Q: 3 clusters Score -6223076 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49590 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -6223126.500000 Penalty: 5388.014648
	Iteration 59Q: 3 clusters Score -6223126 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49685 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -6223139.000000 Penalty: 5388.014648
	Iteration 60F: 3 clusters Score -6223139 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49778 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -6223187.500000 Penalty: 5388.014648
	Iteration 61Q: 3 clusters Score -6223188 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -6223200.500000 Penalty: 5388.014648
	Iteration 62Q: 3 clusters Score -6223200 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -6223228.500000 Penalty: 5388.014648
	Iteration 63Q: 3 clusters Score -6223228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -6223263.500000 Penalty: 5388.014648
	Iteration 64Q: 3 clusters Score -6223264 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50036 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6223286.000000 Penalty: 5388.014648
	Iteration 65Q: 3 clusters Score -6223286 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -6223292.000000 Penalty: 5388.014648
	Iteration 66Q: 3 clusters Score -6223292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50117 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6223288.000000 Penalty: 5388.014648
	Iteration 67Q: 3 clusters Score -6223288 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50147 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -6223284.000000 Penalty: 5388.014648
	Iteration 68Q: 3 clusters Score -6223284 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50171 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -6223306.500000 Penalty: 5388.014648
	Iteration 69Q: 3 clusters Score -6223306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50197 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6223304.000000 Penalty: 5388.014648
	Iteration 70Q: 3 clusters Score -6223304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50225 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6223330.500000 Penalty: 5388.014648
	Iteration 71Q: 3 clusters Score -6223330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50247 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -6223342.500000 Penalty: 5388.014648
	Iteration 72Q: 3 clusters Score -6223342 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50278 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -6223351.000000 Penalty: 5388.014648
	Iteration 73Q: 3 clusters Score -6223351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50305 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6223355.000000 Penalty: 5388.014648
	Iteration 74Q: 3 clusters Score -6223355 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50335 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -6223357.500000 Penalty: 5388.014648
	Iteration 75Q: 3 clusters Score -6223358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50364 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6223352.500000 Penalty: 5388.014648
	Iteration 76Q: 3 clusters Score -6223352 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50384 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -6223350.500000 Penalty: 5388.014648
	Iteration 77Q: 3 clusters Score -6223350 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50405 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6223354.000000 Penalty: 5388.014648
	Iteration 78Q: 3 clusters Score -6223354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50413 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -6223361.500000 Penalty: 5388.014648
	Iteration 79Q: 3 clusters Score -6223362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50425 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -6223366.000000 Penalty: 5388.014648
	Iteration 80F: 3 clusters Score -6223366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50431 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -6223365.000000 Penalty: 5388.014648
	Iteration 81Q: 3 clusters Score -6223365 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50437 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6223367.000000 Penalty: 5388.014648
	Iteration 82Q: 3 clusters Score -6223367 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6223361.000000 Penalty: 5388.014648
	Iteration 83Q: 3 clusters Score -6223361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50450 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -6223364.500000 Penalty: 5388.014648
	Iteration 84Q: 3 clusters Score -6223364 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50455 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -6223362.500000 Penalty: 5388.014648
	Iteration 85Q: 3 clusters Score -6223362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6223362.000000 Penalty: 5388.014648
	Iteration 86Q: 3 clusters Score -6223362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50457 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -6223363.000000 Penalty: 5388.014648
	Iteration 87Q: 3 clusters Score -6223363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50458 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6223360.000000 Penalty: 5388.014648
	Iteration 88Q: 3 clusters Score -6223360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6223356.000000 Penalty: 5388.014648
	Iteration 89Q: 3 clusters Score -6223356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6223356.000000 Penalty: 5388.014648
	Iteration 90F: 3 clusters Score -6223356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -205730.718750 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -205730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -203166.078125 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -203166.1 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -203891.875000 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -203891.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -204320.984375 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -204321 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -204577.906250 Penalty: 3755.961426
	Iteration 3F: 3 clusters Score -204577.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -204802.734375 Penalty: 3755.961426
	Iteration 4F: 3 clusters Score -204802.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -205019.625000 Penalty: 3755.961426
	Iteration 5F: 3 clusters Score -205019.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -205235.875000 Penalty: 3755.961426
	Iteration 6F: 3 clusters Score -205235.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -205434.406250 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -205434.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -205616.000000 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -205616 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -205700.140625 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -205700.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -205719.593750 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -205719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -205726.390625 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -205726.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -205735.031250 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -205735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -205741.562500 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -205741.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -205743.750000 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -205743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -205743.750000 Penalty: 3755.961426
	Iteration 15F: 3 clusters Score -205743.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16882 members 
Mstep: Class 4 contains 188644 members 
Mstep: Class 5 contains 157285 members 
Mstep: Class 6 contains 9975 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 35784 members 
Mstep: Class 11 contains 34689 members 
Mstep: Class 12 contains 52205 members 
Mstep: Class 13 contains 1222 members 
Mstep: Class 14 contains 91554 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 12094 members 
Mstep: Class 17 contains 8754 members 
Mstep: Class 18 contains 195324 members 
Mstep: Class 19 contains 57333 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 178805 members 
Mstep: Class 23 contains 23829 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8817 members 
Mstep: Class 27 contains 19578 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13630 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 249418 members 
Mstep: Class 32 contains 722 members 
Entering Unmasked Estep 
Score: -161477392.000000 Penalty: 112415.234375
Splitting cluster 13 changes total score from -161477616.000000 to -161477392.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (91554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91554 members 
Entering Unmasked Estep 
Score: -10483528.000000 Penalty: 2833.321777
	Iteration 0F: 2 clusters Score -1.048353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45738 members 
Mstep: Class 2 contains 45816 members 
Entering Unmasked Estep 
Score: -10422317.000000 Penalty: 5666.643555
	Iteration 0F: 3 clusters Score -1.042232e+07 nChanged 43155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45169 members 
Mstep: Class 2 contains 46385 members 
Entering Unmasked Estep 
Score: -10446680.000000 Penalty: 5666.643555
	Iteration 1F: 3 clusters Score -1.044668e+07 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 46830 members 
Entering Unmasked Estep 
Score: -10447235.000000 Penalty: 5666.643555
	Iteration 2Q: 3 clusters Score -1.044724e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 47532 members 
Entering Unmasked Estep 
Score: -10447740.000000 Penalty: 5666.643555
	Iteration 3Q: 3 clusters Score -1.044774e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 48547 members 
Entering Unmasked Estep 
Score: -10448270.000000 Penalty: 5666.643555
	Iteration 4Q: 3 clusters Score -1.044827e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41469 members 
Mstep: Class 2 contains 50085 members 
Entering Unmasked Estep 
Score: -10448848.000000 Penalty: 5666.643555
	Iteration 5Q: 3 clusters Score -1.044885e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -10449679.000000 Penalty: 5666.643555
	Iteration 6Q: 3 clusters Score -1.044968e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -10451239.000000 Penalty: 5666.643555
	Iteration 7Q: 3 clusters Score -1.045124e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 60368 members 
Entering Unmasked Estep 
Score: -10454011.000000 Penalty: 5666.643555
	Iteration 8F: 3 clusters Score -1.045401e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24813 members 
Mstep: Class 2 contains 66741 members 
Entering Unmasked Estep 
Score: -10458434.000000 Penalty: 5666.643555
	Iteration 9F: 3 clusters Score -1.045843e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 74074 members 
Entering Unmasked Estep 
Score: -10464562.000000 Penalty: 5666.643555
	Iteration 10F: 3 clusters Score -1.046456e+07 nChanged 7163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 81225 members 
Entering Unmasked Estep 
Score: -10471227.000000 Penalty: 5666.643555
	Iteration 11F: 3 clusters Score -1.047123e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 86541 members 
Entering Unmasked Estep 
Score: -10476254.000000 Penalty: 5666.643555
	Iteration 12F: 3 clusters Score -1.047625e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 89604 members 
Entering Unmasked Estep 
Score: -10479188.000000 Penalty: 5666.643555
	Iteration 13Q: 3 clusters Score -1.047919e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 90806 members 
Entering Unmasked Estep 
Score: -10480325.000000 Penalty: 5666.643555
	Iteration 14Q: 3 clusters Score -1.048032e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 91162 members 
Entering Unmasked Estep 
Score: -10480701.000000 Penalty: 5666.643555
	Iteration 15Q: 3 clusters Score -1.04807e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 91267 members 
Entering Unmasked Estep 
Score: -10480852.000000 Penalty: 5666.643555
	Iteration 16Q: 3 clusters Score -1.048085e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 91295 members 
Entering Unmasked Estep 
Score: -10480906.000000 Penalty: 5666.643555
	Iteration 17Q: 3 clusters Score -1.048091e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 91314 members 
Entering Unmasked Estep 
Score: -10480937.000000 Penalty: 5666.643555
	Iteration 18Q: 3 clusters Score -1.048094e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 91327 members 
Entering Unmasked Estep 
Score: -10480960.000000 Penalty: 5666.643555
	Iteration 19Q: 3 clusters Score -1.048096e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 91336 members 
Entering Unmasked Estep 
Score: -10480983.000000 Penalty: 5666.643555
	Iteration 20F: 3 clusters Score -1.048098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 91346 members 
Entering Unmasked Estep 
Score: -10481012.000000 Penalty: 5666.643555
	Iteration 21Q: 3 clusters Score -1.048101e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 91349 members 
Entering Unmasked Estep 
Score: -10481016.000000 Penalty: 5666.643555
	Iteration 22Q: 3 clusters Score -1.048102e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 91354 members 
Entering Unmasked Estep 
Score: -10481025.000000 Penalty: 5666.643555
	Iteration 23Q: 3 clusters Score -1.048102e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 91356 members 
Entering Unmasked Estep 
Score: -10481038.000000 Penalty: 5666.643555
	Iteration 24Q: 3 clusters Score -1.048104e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -10481043.000000 Penalty: 5666.643555
	Iteration 25Q: 3 clusters Score -1.048104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 91359 members 
Entering Unmasked Estep 
Score: -10481043.000000 Penalty: 5666.643555
	Iteration 26F: 3 clusters Score -1.048104e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19758 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Entering Unmasked Estep 
Score: -2215730.250000 Penalty: 2453.045654
	Iteration 0F: 2 clusters Score -2215730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -2201773.250000 Penalty: 4906.091309
	Iteration 0F: 3 clusters Score -2201773 nChanged 8733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2206571.500000 Penalty: 4906.091309
	Iteration 1F: 3 clusters Score -2206572 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11100 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2207076.750000 Penalty: 4906.091309
	Iteration 2F: 3 clusters Score -2207077 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -2207607.250000 Penalty: 4906.091309
	Iteration 3F: 3 clusters Score -2207607 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -2208195.750000 Penalty: 4906.091309
	Iteration 4F: 3 clusters Score -2208196 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13293 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -2208881.000000 Penalty: 4906.091309
	Iteration 5F: 3 clusters Score -2208881 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2209684.250000 Penalty: 4906.091309
	Iteration 6F: 3 clusters Score -2209684 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -2210567.500000 Penalty: 4906.091309
	Iteration 7F: 3 clusters Score -2210568 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2211362.250000 Penalty: 4906.091309
	Iteration 8F: 3 clusters Score -2211362 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2212017.500000 Penalty: 4906.091309
	Iteration 9Q: 3 clusters Score -2212018 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2212517.750000 Penalty: 4906.091309
	Iteration 10Q: 3 clusters Score -2212518 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2212874.250000 Penalty: 4906.091309
	Iteration 11Q: 3 clusters Score -2212874 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2213145.000000 Penalty: 4906.091309
	Iteration 12Q: 3 clusters Score -2213145 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2213358.000000 Penalty: 4906.091309
	Iteration 13Q: 3 clusters Score -2213358 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2213474.750000 Penalty: 4906.091309
	Iteration 14Q: 3 clusters Score -2213475 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2213549.500000 Penalty: 4906.091309
	Iteration 15Q: 3 clusters Score -2213550 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2213608.500000 Penalty: 4906.091309
	Iteration 16Q: 3 clusters Score -2213608 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -2213641.000000 Penalty: 4906.091309
	Iteration 17Q: 3 clusters Score -2213641 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2213658.500000 Penalty: 4906.091309
	Iteration 18Q: 3 clusters Score -2213658 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2213682.250000 Penalty: 4906.091309
	Iteration 19Q: 3 clusters Score -2213682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19000 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2213685.000000 Penalty: 4906.091309
	Iteration 20F: 3 clusters Score -2213685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -2213695.250000 Penalty: 4906.091309
	Iteration 21Q: 3 clusters Score -2213695 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2213702.250000 Penalty: 4906.091309
	Iteration 22Q: 3 clusters Score -2213702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -2213706.000000 Penalty: 4906.091309
	Iteration 23Q: 3 clusters Score -2213706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -2213708.500000 Penalty: 4906.091309
	Iteration 24Q: 3 clusters Score -2213708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2213711.000000 Penalty: 4906.091309
	Iteration 25Q: 3 clusters Score -2213711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -2213713.750000 Penalty: 4906.091309
	Iteration 26Q: 3 clusters Score -2213714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -2213717.000000 Penalty: 4906.091309
	Iteration 27Q: 3 clusters Score -2213717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2213717.250000 Penalty: 4906.091309
	Iteration 28Q: 3 clusters Score -2213717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19040 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2213717.250000 Penalty: 4906.091309
	Iteration 29F: 3 clusters Score -2213717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Entering Unmasked Estep 
Score: -1078171.875000 Penalty: 2331.315430
	Iteration 0F: 2 clusters Score -1078172 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1069174.750000 Penalty: 4662.630859
	Iteration 0F: 3 clusters Score -1069175 nChanged 5027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1072040.500000 Penalty: 4662.630859
	Iteration 1F: 3 clusters Score -1072040 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1072488.125000 Penalty: 4662.630859
	Iteration 2F: 3 clusters Score -1072488 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1072955.000000 Penalty: 4662.630859
	Iteration 3F: 3 clusters Score -1072955 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1073515.000000 Penalty: 4662.630859
	Iteration 4F: 3 clusters Score -1073515 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1074156.125000 Penalty: 4662.630859
	Iteration 5F: 3 clusters Score -1074156 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1074721.375000 Penalty: 4662.630859
	Iteration 6F: 3 clusters Score -1074721 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1075146.250000 Penalty: 4662.630859
	Iteration 7F: 3 clusters Score -1075146 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1075485.500000 Penalty: 4662.630859
	Iteration 8Q: 3 clusters Score -1075486 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1075775.125000 Penalty: 4662.630859
	Iteration 9Q: 3 clusters Score -1075775 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -1076042.000000 Penalty: 4662.630859
	Iteration 10Q: 3 clusters Score -1076042 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1076317.750000 Penalty: 4662.630859
	Iteration 11Q: 3 clusters Score -1076318 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1076560.750000 Penalty: 4662.630859
	Iteration 12Q: 3 clusters Score -1076561 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1076740.875000 Penalty: 4662.630859
	Iteration 13Q: 3 clusters Score -1076741 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -1076877.875000 Penalty: 4662.630859
	Iteration 14Q: 3 clusters Score -1076878 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1076988.750000 Penalty: 4662.630859
	Iteration 15Q: 3 clusters Score -1076989 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -1077081.125000 Penalty: 4662.630859
	Iteration 16Q: 3 clusters Score -1077081 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1077140.625000 Penalty: 4662.630859
	Iteration 17Q: 3 clusters Score -1077141 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1077180.875000 Penalty: 4662.630859
	Iteration 18Q: 3 clusters Score -1077181 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1077206.750000 Penalty: 4662.630859
	Iteration 19Q: 3 clusters Score -1077207 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1077222.500000 Penalty: 4662.630859
	Iteration 20F: 3 clusters Score -1077222 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1077236.500000 Penalty: 4662.630859
	Iteration 21Q: 3 clusters Score -1077236 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1077248.500000 Penalty: 4662.630859
	Iteration 22Q: 3 clusters Score -1077248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1077253.500000 Penalty: 4662.630859
	Iteration 23Q: 3 clusters Score -1077254 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1077261.000000 Penalty: 4662.630859
	Iteration 24Q: 3 clusters Score -1077261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1077267.000000 Penalty: 4662.630859
	Iteration 25Q: 3 clusters Score -1077267 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1077274.125000 Penalty: 4662.630859
	Iteration 26Q: 3 clusters Score -1077274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1077274.375000 Penalty: 4662.630859
	Iteration 27Q: 3 clusters Score -1077274 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1077277.875000 Penalty: 4662.630859
	Iteration 28Q: 3 clusters Score -1077278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1077284.500000 Penalty: 4662.630859
	Iteration 29Q: 3 clusters Score -1077284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1077285.500000 Penalty: 4662.630859
	Iteration 30Q: 3 clusters Score -1077286 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1077288.000000 Penalty: 4662.630859
	Iteration 31Q: 3 clusters Score -1077288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1077291.625000 Penalty: 4662.630859
	Iteration 32Q: 3 clusters Score -1077292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1077293.875000 Penalty: 4662.630859
	Iteration 33Q: 3 clusters Score -1077294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1077299.125000 Penalty: 4662.630859
	Iteration 34Q: 3 clusters Score -1077299 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1077300.625000 Penalty: 4662.630859
	Iteration 35Q: 3 clusters Score -1077301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1077304.250000 Penalty: 4662.630859
	Iteration 36Q: 3 clusters Score -1077304 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1077308.375000 Penalty: 4662.630859
	Iteration 37Q: 3 clusters Score -1077308 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1077310.125000 Penalty: 4662.630859
	Iteration 38Q: 3 clusters Score -1077310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1077316.125000 Penalty: 4662.630859
	Iteration 39Q: 3 clusters Score -1077316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -1077321.875000 Penalty: 4662.630859
	Iteration 40F: 3 clusters Score -1077322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1077322.750000 Penalty: 4662.630859
	Iteration 41Q: 3 clusters Score -1077323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1077329.375000 Penalty: 4662.630859
	Iteration 42Q: 3 clusters Score -1077329 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -1077341.250000 Penalty: 4662.630859
	Iteration 43Q: 3 clusters Score -1077341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1077348.250000 Penalty: 4662.630859
	Iteration 44Q: 3 clusters Score -1077348 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1077356.500000 Penalty: 4662.630859
	Iteration 45Q: 3 clusters Score -1077356 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1077367.000000 Penalty: 4662.630859
	Iteration 46Q: 3 clusters Score -1077367 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1077372.875000 Penalty: 4662.630859
	Iteration 47Q: 3 clusters Score -1077373 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1077379.250000 Penalty: 4662.630859
	Iteration 48Q: 3 clusters Score -1077379 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1077380.625000 Penalty: 4662.630859
	Iteration 49Q: 3 clusters Score -1077381 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1077386.625000 Penalty: 4662.630859
	Iteration 50Q: 3 clusters Score -1077387 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1077391.375000 Penalty: 4662.630859
	Iteration 51Q: 3 clusters Score -1077391 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1077392.500000 Penalty: 4662.630859
	Iteration 52Q: 3 clusters Score -1077392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1077400.875000 Penalty: 4662.630859
	Iteration 53Q: 3 clusters Score -1077401 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1077406.750000 Penalty: 4662.630859
	Iteration 54Q: 3 clusters Score -1077407 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1077409.250000 Penalty: 4662.630859
	Iteration 55Q: 3 clusters Score -1077409 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1077414.500000 Penalty: 4662.630859
	Iteration 56Q: 3 clusters Score -1077414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1077416.875000 Penalty: 4662.630859
	Iteration 57Q: 3 clusters Score -1077417 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1077421.000000 Penalty: 4662.630859
	Iteration 58Q: 3 clusters Score -1077421 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1077421.375000 Penalty: 4662.630859
	Iteration 59Q: 3 clusters Score -1077421 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1077427.750000 Penalty: 4662.630859
	Iteration 60F: 3 clusters Score -1077428 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1077433.625000 Penalty: 4662.630859
	Iteration 61Q: 3 clusters Score -1077434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1077438.000000 Penalty: 4662.630859
	Iteration 62Q: 3 clusters Score -1077438 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1077444.125000 Penalty: 4662.630859
	Iteration 63Q: 3 clusters Score -1077444 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1077446.375000 Penalty: 4662.630859
	Iteration 64Q: 3 clusters Score -1077446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1077448.750000 Penalty: 4662.630859
	Iteration 65Q: 3 clusters Score -1077449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -1077456.500000 Penalty: 4662.630859
	Iteration 66Q: 3 clusters Score -1077456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1077459.875000 Penalty: 4662.630859
	Iteration 67Q: 3 clusters Score -1077460 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1077462.000000 Penalty: 4662.630859
	Iteration 68Q: 3 clusters Score -1077462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1077465.625000 Penalty: 4662.630859
	Iteration 69Q: 3 clusters Score -1077466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1077466.625000 Penalty: 4662.630859
	Iteration 70Q: 3 clusters Score -1077467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1077468.250000 Penalty: 4662.630859
	Iteration 71Q: 3 clusters Score -1077468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1077470.625000 Penalty: 4662.630859
	Iteration 72Q: 3 clusters Score -1077471 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7893 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1077472.875000 Penalty: 4662.630859
	Iteration 73Q: 3 clusters Score -1077473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1077472.875000 Penalty: 4662.630859
	Iteration 74Q: 3 clusters Score -1077473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -1077475.625000 Penalty: 4662.630859
	Iteration 75Q: 3 clusters Score -1077476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1077477.625000 Penalty: 4662.630859
	Iteration 76Q: 3 clusters Score -1077478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1077477.125000 Penalty: 4662.630859
	Iteration 77Q: 3 clusters Score -1077477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -1077476.000000 Penalty: 4662.630859
	Iteration 78Q: 3 clusters Score -1077476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1077477.500000 Penalty: 4662.630859
	Iteration 79Q: 3 clusters Score -1077478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1077480.125000 Penalty: 4662.630859
	Iteration 80F: 3 clusters Score -1077480 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1077482.125000 Penalty: 4662.630859
	Iteration 81Q: 3 clusters Score -1077482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1077480.625000 Penalty: 4662.630859
	Iteration 82Q: 3 clusters Score -1077481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1077483.125000 Penalty: 4662.630859
	Iteration 83Q: 3 clusters Score -1077483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1077485.250000 Penalty: 4662.630859
	Iteration 84Q: 3 clusters Score -1077485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1077485.250000 Penalty: 4662.630859
	Iteration 85Q: 3 clusters Score -1077485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1077484.750000 Penalty: 4662.630859
	Iteration 86Q: 3 clusters Score -1077485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1077485.875000 Penalty: 4662.630859
	Iteration 87Q: 3 clusters Score -1077486 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1077486.750000 Penalty: 4662.630859
	Iteration 88Q: 3 clusters Score -1077487 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1077488.875000 Penalty: 4662.630859
	Iteration 89Q: 3 clusters Score -1077489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1077488.250000 Penalty: 4662.630859
	Iteration 90Q: 3 clusters Score -1077488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1077488.250000 Penalty: 4662.630859
	Iteration 91F: 3 clusters Score -1077488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Entering Unmasked Estep 
Score: -985049.312500 Penalty: 2251.161865
	Iteration 0F: 2 clusters Score -985049.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -978185.812500 Penalty: 4502.323730
	Iteration 0F: 3 clusters Score -978185.8 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -980051.687500 Penalty: 4502.323730
	Iteration 1F: 3 clusters Score -980051.7 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -980312.687500 Penalty: 4502.323730
	Iteration 2F: 3 clusters Score -980312.7 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -980478.312500 Penalty: 4502.323730
	Iteration 3Q: 3 clusters Score -980478.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -980596.500000 Penalty: 4502.323730
	Iteration 4Q: 3 clusters Score -980596.5 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -980699.000000 Penalty: 4502.323730
	Iteration 5Q: 3 clusters Score -980699 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -980774.312500 Penalty: 4502.323730
	Iteration 6Q: 3 clusters Score -980774.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -980829.687500 Penalty: 4502.323730
	Iteration 7Q: 3 clusters Score -980829.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -980891.437500 Penalty: 4502.323730
	Iteration 8Q: 3 clusters Score -980891.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -980968.687500 Penalty: 4502.323730
	Iteration 9Q: 3 clusters Score -980968.7 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -981040.750000 Penalty: 4502.323730
	Iteration 10Q: 3 clusters Score -981040.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -981120.750000 Penalty: 4502.323730
	Iteration 11Q: 3 clusters Score -981120.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -981229.125000 Penalty: 4502.323730
	Iteration 12Q: 3 clusters Score -981229.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -981339.750000 Penalty: 4502.323730
	Iteration 13Q: 3 clusters Score -981339.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -981466.375000 Penalty: 4502.323730
	Iteration 14Q: 3 clusters Score -981466.4 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -981606.250000 Penalty: 4502.323730
	Iteration 15Q: 3 clusters Score -981606.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -981746.125000 Penalty: 4502.323730
	Iteration 16Q: 3 clusters Score -981746.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -981898.000000 Penalty: 4502.323730
	Iteration 17Q: 3 clusters Score -981898 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -982054.750000 Penalty: 4502.323730
	Iteration 18Q: 3 clusters Score -982054.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -982217.437500 Penalty: 4502.323730
	Iteration 19Q: 3 clusters Score -982217.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -982372.937500 Penalty: 4502.323730
	Iteration 20F: 3 clusters Score -982372.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -982517.062500 Penalty: 4502.323730
	Iteration 21Q: 3 clusters Score -982517.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -982640.937500 Penalty: 4502.323730
	Iteration 22Q: 3 clusters Score -982640.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -982734.500000 Penalty: 4502.323730
	Iteration 23Q: 3 clusters Score -982734.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -982814.187500 Penalty: 4502.323730
	Iteration 24Q: 3 clusters Score -982814.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -982884.500000 Penalty: 4502.323730
	Iteration 25Q: 3 clusters Score -982884.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -982942.750000 Penalty: 4502.323730
	Iteration 26Q: 3 clusters Score -982942.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -982979.937500 Penalty: 4502.323730
	Iteration 27Q: 3 clusters Score -982979.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -983007.125000 Penalty: 4502.323730
	Iteration 28Q: 3 clusters Score -983007.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -983027.812500 Penalty: 4502.323730
	Iteration 29Q: 3 clusters Score -983027.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -983035.375000 Penalty: 4502.323730
	Iteration 30Q: 3 clusters Score -983035.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -983043.500000 Penalty: 4502.323730
	Iteration 31Q: 3 clusters Score -983043.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -983051.312500 Penalty: 4502.323730
	Iteration 32Q: 3 clusters Score -983051.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -983060.250000 Penalty: 4502.323730
	Iteration 33Q: 3 clusters Score -983060.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -983066.937500 Penalty: 4502.323730
	Iteration 34Q: 3 clusters Score -983066.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -983073.500000 Penalty: 4502.323730
	Iteration 35Q: 3 clusters Score -983073.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -983074.562500 Penalty: 4502.323730
	Iteration 36Q: 3 clusters Score -983074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -983076.312500 Penalty: 4502.323730
	Iteration 37Q: 3 clusters Score -983076.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -983076.375000 Penalty: 4502.323730
	Iteration 38Q: 3 clusters Score -983076.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -983077.812500 Penalty: 4502.323730
	Iteration 39Q: 3 clusters Score -983077.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -983078.000000 Penalty: 4502.323730
	Iteration 40F: 3 clusters Score -983078 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (195324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195324 members 
Entering Unmasked Estep 
Score: -23096802.000000 Penalty: 3021.239014
	Iteration 0F: 2 clusters Score -2.30968e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97474 members 
Mstep: Class 2 contains 97850 members 
Entering Unmasked Estep 
Score: -22969036.000000 Penalty: 6042.478027
	Iteration 0F: 3 clusters Score -2.296904e+07 nChanged 93754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93200 members 
Mstep: Class 2 contains 102124 members 
Entering Unmasked Estep 
Score: -23024590.000000 Penalty: 6042.478027
	Iteration 1F: 3 clusters Score -2.302459e+07 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90032 members 
Mstep: Class 2 contains 105292 members 
Entering Unmasked Estep 
Score: -23026770.000000 Penalty: 6042.478027
	Iteration 2Q: 3 clusters Score -2.302677e+07 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85291 members 
Mstep: Class 2 contains 110033 members 
Entering Unmasked Estep 
Score: -23029946.000000 Penalty: 6042.478027
	Iteration 3Q: 3 clusters Score -2.302995e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78437 members 
Mstep: Class 2 contains 116887 members 
Entering Unmasked Estep 
Score: -23035178.000000 Penalty: 6042.478027
	Iteration 4F: 3 clusters Score -2.303518e+07 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69154 members 
Mstep: Class 2 contains 126170 members 
Entering Unmasked Estep 
Score: -23043368.000000 Penalty: 6042.478027
	Iteration 5F: 3 clusters Score -2.304337e+07 nChanged 14769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58099 members 
Mstep: Class 2 contains 137225 members 
Entering Unmasked Estep 
Score: -23055198.000000 Penalty: 6042.478027
	Iteration 6F: 3 clusters Score -2.30552e+07 nChanged 14189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47452 members 
Mstep: Class 2 contains 147872 members 
Entering Unmasked Estep 
Score: -23068148.000000 Penalty: 6042.478027
	Iteration 7F: 3 clusters Score -2.306815e+07 nChanged 11304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39696 members 
Mstep: Class 2 contains 155628 members 
Entering Unmasked Estep 
Score: -23078168.000000 Penalty: 6042.478027
	Iteration 8F: 3 clusters Score -2.307817e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34984 members 
Mstep: Class 2 contains 160340 members 
Entering Unmasked Estep 
Score: -23083646.000000 Penalty: 6042.478027
	Iteration 9Q: 3 clusters Score -2.308365e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 163652 members 
Entering Unmasked Estep 
Score: -23085934.000000 Penalty: 6042.478027
	Iteration 10Q: 3 clusters Score -2.308593e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 166435 members 
Entering Unmasked Estep 
Score: -23087184.000000 Penalty: 6042.478027
	Iteration 11Q: 3 clusters Score -2.308718e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 168988 members 
Entering Unmasked Estep 
Score: -23088164.000000 Penalty: 6042.478027
	Iteration 12Q: 3 clusters Score -2.308816e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23908 members 
Mstep: Class 2 contains 171416 members 
Entering Unmasked Estep 
Score: -23088904.000000 Penalty: 6042.478027
	Iteration 13Q: 3 clusters Score -2.30889e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 173643 members 
Entering Unmasked Estep 
Score: -23089606.000000 Penalty: 6042.478027
	Iteration 14Q: 3 clusters Score -2.308961e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19659 members 
Mstep: Class 2 contains 175665 members 
Entering Unmasked Estep 
Score: -23090356.000000 Penalty: 6042.478027
	Iteration 15Q: 3 clusters Score -2.309036e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 177571 members 
Entering Unmasked Estep 
Score: -23091050.000000 Penalty: 6042.478027
	Iteration 16Q: 3 clusters Score -2.309105e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 179316 members 
Entering Unmasked Estep 
Score: -23091496.000000 Penalty: 6042.478027
	Iteration 17Q: 3 clusters Score -2.30915e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 180955 members 
Entering Unmasked Estep 
Score: -23091932.000000 Penalty: 6042.478027
	Iteration 18Q: 3 clusters Score -2.309193e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 182479 members 
Entering Unmasked Estep 
Score: -23092270.000000 Penalty: 6042.478027
	Iteration 19Q: 3 clusters Score -2.309227e+07 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 183819 members 
Entering Unmasked Estep 
Score: -23092704.000000 Penalty: 6042.478027
	Iteration 20F: 3 clusters Score -2.30927e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10304 members 
Mstep: Class 2 contains 185020 members 
Entering Unmasked Estep 
Score: -23092988.000000 Penalty: 6042.478027
	Iteration 21Q: 3 clusters Score -2.309299e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 186087 members 
Entering Unmasked Estep 
Score: -23093180.000000 Penalty: 6042.478027
	Iteration 22Q: 3 clusters Score -2.309318e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 187042 members 
Entering Unmasked Estep 
Score: -23093466.000000 Penalty: 6042.478027
	Iteration 23Q: 3 clusters Score -2.309347e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 187890 members 
Entering Unmasked Estep 
Score: -23093652.000000 Penalty: 6042.478027
	Iteration 24Q: 3 clusters Score -2.309365e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 188637 members 
Entering Unmasked Estep 
Score: -23093940.000000 Penalty: 6042.478027
	Iteration 25Q: 3 clusters Score -2.309394e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 189278 members 
Entering Unmasked Estep 
Score: -23094028.000000 Penalty: 6042.478027
	Iteration 26Q: 3 clusters Score -2.309403e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 189818 members 
Entering Unmasked Estep 
Score: -23094178.000000 Penalty: 6042.478027
	Iteration 27Q: 3 clusters Score -2.309418e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 190287 members 
Entering Unmasked Estep 
Score: -23094314.000000 Penalty: 6042.478027
	Iteration 28Q: 3 clusters Score -2.309431e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 190667 members 
Entering Unmasked Estep 
Score: -23094384.000000 Penalty: 6042.478027
	Iteration 29Q: 3 clusters Score -2.309438e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 191003 members 
Entering Unmasked Estep 
Score: -23094448.000000 Penalty: 6042.478027
	Iteration 30Q: 3 clusters Score -2.309445e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 191295 members 
Entering Unmasked Estep 
Score: -23094446.000000 Penalty: 6042.478027
	Iteration 31Q: 3 clusters Score -2.309445e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3748 members 
Mstep: Class 2 contains 191576 members 
Entering Unmasked Estep 
Score: -23094522.000000 Penalty: 6042.478027
	Iteration 32Q: 3 clusters Score -2.309452e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 191811 members 
Entering Unmasked Estep 
Score: -23094580.000000 Penalty: 6042.478027
	Iteration 33Q: 3 clusters Score -2.309458e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 191982 members 
Entering Unmasked Estep 
Score: -23094620.000000 Penalty: 6042.478027
	Iteration 34Q: 3 clusters Score -2.309462e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 192111 members 
Entering Unmasked Estep 
Score: -23094576.000000 Penalty: 6042.478027
	Iteration 35Q: 3 clusters Score -2.309458e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 192237 members 
Entering Unmasked Estep 
Score: -23094586.000000 Penalty: 6042.478027
	Iteration 36Q: 3 clusters Score -2.309459e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 192340 members 
Entering Unmasked Estep 
Score: -23094586.000000 Penalty: 6042.478027
	Iteration 37Q: 3 clusters Score -2.309459e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 192437 members 
Entering Unmasked Estep 
Score: -23094596.000000 Penalty: 6042.478027
	Iteration 38Q: 3 clusters Score -2.30946e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 192512 members 
Entering Unmasked Estep 
Score: -23094632.000000 Penalty: 6042.478027
	Iteration 39Q: 3 clusters Score -2.309463e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 192592 members 
Entering Unmasked Estep 
Score: -23094648.000000 Penalty: 6042.478027
	Iteration 40F: 3 clusters Score -2.309465e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 192666 members 
Entering Unmasked Estep 
Score: -23094684.000000 Penalty: 6042.478027
	Iteration 41Q: 3 clusters Score -2.309468e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 192739 members 
Entering Unmasked Estep 
Score: -23094716.000000 Penalty: 6042.478027
	Iteration 42Q: 3 clusters Score -2.309472e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 192805 members 
Entering Unmasked Estep 
Score: -23094760.000000 Penalty: 6042.478027
	Iteration 43Q: 3 clusters Score -2.309476e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 192853 members 
Entering Unmasked Estep 
Score: -23094772.000000 Penalty: 6042.478027
	Iteration 44Q: 3 clusters Score -2.309477e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 192887 members 
Entering Unmasked Estep 
Score: -23094788.000000 Penalty: 6042.478027
	Iteration 45Q: 3 clusters Score -2.309479e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 192924 members 
Entering Unmasked Estep 
Score: -23094758.000000 Penalty: 6042.478027
	Iteration 46Q: 3 clusters Score -2.309476e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 192951 members 
Entering Unmasked Estep 
Score: -23094768.000000 Penalty: 6042.478027
	Iteration 47Q: 3 clusters Score -2.309477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 192978 members 
Entering Unmasked Estep 
Score: -23094768.000000 Penalty: 6042.478027
	Iteration 48Q: 3 clusters Score -2.309477e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 193001 members 
Entering Unmasked Estep 
Score: -23094772.000000 Penalty: 6042.478027
	Iteration 49Q: 3 clusters Score -2.309477e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 193028 members 
Entering Unmasked Estep 
Score: -23094790.000000 Penalty: 6042.478027
	Iteration 50Q: 3 clusters Score -2.309479e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 193054 members 
Entering Unmasked Estep 
Score: -23094798.000000 Penalty: 6042.478027
	Iteration 51Q: 3 clusters Score -2.30948e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 193079 members 
Entering Unmasked Estep 
Score: -23094798.000000 Penalty: 6042.478027
	Iteration 52Q: 3 clusters Score -2.30948e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 193103 members 
Entering Unmasked Estep 
Score: -23094802.000000 Penalty: 6042.478027
	Iteration 53Q: 3 clusters Score -2.30948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 193121 members 
Entering Unmasked Estep 
Score: -23094804.000000 Penalty: 6042.478027
	Iteration 54Q: 3 clusters Score -2.30948e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 193138 members 
Entering Unmasked Estep 
Score: -23094800.000000 Penalty: 6042.478027
	Iteration 55Q: 3 clusters Score -2.30948e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 193158 members 
Entering Unmasked Estep 
Score: -23094816.000000 Penalty: 6042.478027
	Iteration 56Q: 3 clusters Score -2.309482e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 193171 members 
Entering Unmasked Estep 
Score: -23094808.000000 Penalty: 6042.478027
	Iteration 57Q: 3 clusters Score -2.309481e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 193183 members 
Entering Unmasked Estep 
Score: -23094806.000000 Penalty: 6042.478027
	Iteration 58Q: 3 clusters Score -2.309481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 193188 members 
Entering Unmasked Estep 
Score: -23094814.000000 Penalty: 6042.478027
	Iteration 59Q: 3 clusters Score -2.309481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 193191 members 
Entering Unmasked Estep 
Score: -23094810.000000 Penalty: 6042.478027
	Iteration 60F: 3 clusters Score -2.309481e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 193194 members 
Entering Unmasked Estep 
Score: -23094814.000000 Penalty: 6042.478027
	Iteration 61Q: 3 clusters Score -2.309481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 193199 members 
Entering Unmasked Estep 
Score: -23094814.000000 Penalty: 6042.478027
	Iteration 62Q: 3 clusters Score -2.309481e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 193205 members 
Entering Unmasked Estep 
Score: -23094808.000000 Penalty: 6042.478027
	Iteration 63Q: 3 clusters Score -2.309481e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 193215 members 
Entering Unmasked Estep 
Score: -23094798.000000 Penalty: 6042.478027
	Iteration 64Q: 3 clusters Score -2.30948e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 193225 members 
Entering Unmasked Estep 
Score: -23094820.000000 Penalty: 6042.478027
	Iteration 65Q: 3 clusters Score -2.309482e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 193234 members 
Entering Unmasked Estep 
Score: -23094826.000000 Penalty: 6042.478027
	Iteration 66Q: 3 clusters Score -2.309483e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 193241 members 
Entering Unmasked Estep 
Score: -23094814.000000 Penalty: 6042.478027
	Iteration 67Q: 3 clusters Score -2.309481e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 193249 members 
Entering Unmasked Estep 
Score: -23094812.000000 Penalty: 6042.478027
	Iteration 68Q: 3 clusters Score -2.309481e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 193256 members 
Entering Unmasked Estep 
Score: -23094796.000000 Penalty: 6042.478027
	Iteration 69Q: 3 clusters Score -2.30948e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 193260 members 
Entering Unmasked Estep 
Score: -23094810.000000 Penalty: 6042.478027
	Iteration 70Q: 3 clusters Score -2.309481e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 193267 members 
Entering Unmasked Estep 
Score: -23094794.000000 Penalty: 6042.478027
	Iteration 71Q: 3 clusters Score -2.309479e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 193271 members 
Entering Unmasked Estep 
Score: -23094802.000000 Penalty: 6042.478027
	Iteration 72Q: 3 clusters Score -2.30948e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 193274 members 
Entering Unmasked Estep 
Score: -23094814.000000 Penalty: 6042.478027
	Iteration 73Q: 3 clusters Score -2.309481e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 193274 members 
Entering Unmasked Estep 
Score: -23094812.000000 Penalty: 6042.478027
	Iteration 74Q: 3 clusters Score -2.309481e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 193273 members 
Entering Unmasked Estep 
Score: -23094808.000000 Penalty: 6042.478027
	Iteration 75Q: 3 clusters Score -2.309481e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 193273 members 
Entering Unmasked Estep 
Score: -23094808.000000 Penalty: 6042.478027
	Iteration 76F: 3 clusters Score -2.309481e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (57333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57333 members 
Entering Unmasked Estep 
Score: -6863236.500000 Penalty: 2717.244629
	Iteration 0F: 2 clusters Score -6863236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -6824710.500000 Penalty: 5434.489258
	Iteration 0F: 3 clusters Score -6824710 nChanged 26528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 27820 members 
Entering Unmasked Estep 
Score: -6839256.500000 Penalty: 5434.489258
	Iteration 1F: 3 clusters Score -6839256 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -6839827.000000 Penalty: 5434.489258
	Iteration 2Q: 3 clusters Score -6839827 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31147 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -6840336.500000 Penalty: 5434.489258
	Iteration 3Q: 3 clusters Score -6840336 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 24763 members 
Entering Unmasked Estep 
Score: -6841072.000000 Penalty: 5434.489258
	Iteration 4Q: 3 clusters Score -6841072 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -6842128.000000 Penalty: 5434.489258
	Iteration 5Q: 3 clusters Score -6842128 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37603 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -6843924.000000 Penalty: 5434.489258
	Iteration 6F: 3 clusters Score -6843924 nChanged 4061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41468 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -6846915.000000 Penalty: 5434.489258
	Iteration 7F: 3 clusters Score -6846915 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -6851086.000000 Penalty: 5434.489258
	Iteration 8F: 3 clusters Score -6851086 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50255 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -6855247.500000 Penalty: 5434.489258
	Iteration 9F: 3 clusters Score -6855248 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53012 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -6858068.500000 Penalty: 5434.489258
	Iteration 10F: 3 clusters Score -6858068 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -6859809.500000 Penalty: 5434.489258
	Iteration 11Q: 3 clusters Score -6859810 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55082 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -6860578.000000 Penalty: 5434.489258
	Iteration 12Q: 3 clusters Score -6860578 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55307 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6860934.000000 Penalty: 5434.489258
	Iteration 13Q: 3 clusters Score -6860934 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55438 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6861070.000000 Penalty: 5434.489258
	Iteration 14Q: 3 clusters Score -6861070 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55528 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -6861145.000000 Penalty: 5434.489258
	Iteration 15Q: 3 clusters Score -6861145 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55592 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6861186.500000 Penalty: 5434.489258
	Iteration 16Q: 3 clusters Score -6861186 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55636 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6861221.000000 Penalty: 5434.489258
	Iteration 17Q: 3 clusters Score -6861221 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55679 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -6861241.500000 Penalty: 5434.489258
	Iteration 18Q: 3 clusters Score -6861242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55709 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -6861257.000000 Penalty: 5434.489258
	Iteration 19Q: 3 clusters Score -6861257 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55726 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -6861271.000000 Penalty: 5434.489258
	Iteration 20F: 3 clusters Score -6861271 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55738 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -6861273.500000 Penalty: 5434.489258
	Iteration 21Q: 3 clusters Score -6861274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -6861281.500000 Penalty: 5434.489258
	Iteration 22Q: 3 clusters Score -6861282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55765 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -6861278.000000 Penalty: 5434.489258
	Iteration 23Q: 3 clusters Score -6861278 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6861293.000000 Penalty: 5434.489258
	Iteration 24Q: 3 clusters Score -6861293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55786 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -6861299.000000 Penalty: 5434.489258
	Iteration 25Q: 3 clusters Score -6861299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55791 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -6861298.500000 Penalty: 5434.489258
	Iteration 26Q: 3 clusters Score -6861298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -6861300.500000 Penalty: 5434.489258
	Iteration 27Q: 3 clusters Score -6861300 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55795 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -6861301.000000 Penalty: 5434.489258
	Iteration 28Q: 3 clusters Score -6861301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -6861296.500000 Penalty: 5434.489258
	Iteration 29Q: 3 clusters Score -6861296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55799 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -6861291.000000 Penalty: 5434.489258
	Iteration 30Q: 3 clusters Score -6861291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6861292.000000 Penalty: 5434.489258
	Iteration 31Q: 3 clusters Score -6861292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -6861292.000000 Penalty: 5434.489258
	Iteration 32F: 3 clusters Score -6861292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Entering Unmasked Estep 
Score: -1360196.125000 Penalty: 2333.966797
	Iteration 0F: 2 clusters Score -1360196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -1351113.875000 Penalty: 4667.933594
	Iteration 0F: 3 clusters Score -1351114 nChanged 5168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1353872.625000 Penalty: 4667.933594
	Iteration 1F: 3 clusters Score -1353873 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1354183.875000 Penalty: 4667.933594
	Iteration 2F: 3 clusters Score -1354184 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1354411.375000 Penalty: 4667.933594
	Iteration 3Q: 3 clusters Score -1354411 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1354620.625000 Penalty: 4667.933594
	Iteration 4Q: 3 clusters Score -1354621 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1354807.625000 Penalty: 4667.933594
	Iteration 5Q: 3 clusters Score -1354808 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1354996.500000 Penalty: 4667.933594
	Iteration 6Q: 3 clusters Score -1354996 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1355203.000000 Penalty: 4667.933594
	Iteration 7Q: 3 clusters Score -1355203 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1355419.625000 Penalty: 4667.933594
	Iteration 8Q: 3 clusters Score -1355420 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1355662.750000 Penalty: 4667.933594
	Iteration 9Q: 3 clusters Score -1355663 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1355971.875000 Penalty: 4667.933594
	Iteration 10Q: 3 clusters Score -1355972 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -1356333.125000 Penalty: 4667.933594
	Iteration 11Q: 3 clusters Score -1356333 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1356746.500000 Penalty: 4667.933594
	Iteration 12Q: 3 clusters Score -1356746 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9702 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1357097.000000 Penalty: 4667.933594
	Iteration 13Q: 3 clusters Score -1357097 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1357374.250000 Penalty: 4667.933594
	Iteration 14Q: 3 clusters Score -1357374 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1357603.625000 Penalty: 4667.933594
	Iteration 15Q: 3 clusters Score -1357604 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1357763.250000 Penalty: 4667.933594
	Iteration 16Q: 3 clusters Score -1357763 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1357879.875000 Penalty: 4667.933594
	Iteration 17Q: 3 clusters Score -1357880 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1357977.375000 Penalty: 4667.933594
	Iteration 18Q: 3 clusters Score -1357977 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10822 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1358053.375000 Penalty: 4667.933594
	Iteration 19Q: 3 clusters Score -1358053 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1358108.625000 Penalty: 4667.933594
	Iteration 20F: 3 clusters Score -1358109 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1358150.500000 Penalty: 4667.933594
	Iteration 21Q: 3 clusters Score -1358150 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1358187.750000 Penalty: 4667.933594
	Iteration 22Q: 3 clusters Score -1358188 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1358222.000000 Penalty: 4667.933594
	Iteration 23Q: 3 clusters Score -1358222 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1358247.750000 Penalty: 4667.933594
	Iteration 24Q: 3 clusters Score -1358248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1358264.000000 Penalty: 4667.933594
	Iteration 25Q: 3 clusters Score -1358264 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11136 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1358274.750000 Penalty: 4667.933594
	Iteration 26Q: 3 clusters Score -1358275 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1358283.750000 Penalty: 4667.933594
	Iteration 27Q: 3 clusters Score -1358284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -1358294.625000 Penalty: 4667.933594
	Iteration 28Q: 3 clusters Score -1358295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1358303.875000 Penalty: 4667.933594
	Iteration 29Q: 3 clusters Score -1358304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -1358313.250000 Penalty: 4667.933594
	Iteration 30Q: 3 clusters Score -1358313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1358318.375000 Penalty: 4667.933594
	Iteration 31Q: 3 clusters Score -1358318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1358321.625000 Penalty: 4667.933594
	Iteration 32Q: 3 clusters Score -1358322 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1358325.375000 Penalty: 4667.933594
	Iteration 33Q: 3 clusters Score -1358325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1358323.625000 Penalty: 4667.933594
	Iteration 34Q: 3 clusters Score -1358324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1358332.375000 Penalty: 4667.933594
	Iteration 35Q: 3 clusters Score -1358332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11236 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1358338.875000 Penalty: 4667.933594
	Iteration 36Q: 3 clusters Score -1358339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1358341.375000 Penalty: 4667.933594
	Iteration 37Q: 3 clusters Score -1358341 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1358347.625000 Penalty: 4667.933594
	Iteration 38Q: 3 clusters Score -1358348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1358346.625000 Penalty: 4667.933594
	Iteration 39Q: 3 clusters Score -1358347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1358349.125000 Penalty: 4667.933594
	Iteration 40F: 3 clusters Score -1358349 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1358347.000000 Penalty: 4667.933594
	Iteration 41Q: 3 clusters Score -1358347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1358346.375000 Penalty: 4667.933594
	Iteration 42Q: 3 clusters Score -1358346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1358346.500000 Penalty: 4667.933594
	Iteration 43Q: 3 clusters Score -1358346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11245 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1358349.875000 Penalty: 4667.933594
	Iteration 44Q: 3 clusters Score -1358350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11246 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1358349.750000 Penalty: 4667.933594
	Iteration 45Q: 3 clusters Score -1358350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1358349.625000 Penalty: 4667.933594
	Iteration 46Q: 3 clusters Score -1358350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11249 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1358347.875000 Penalty: 4667.933594
	Iteration 47Q: 3 clusters Score -1358348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1358351.125000 Penalty: 4667.933594
	Iteration 48Q: 3 clusters Score -1358351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1358349.625000 Penalty: 4667.933594
	Iteration 49Q: 3 clusters Score -1358350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1358349.625000 Penalty: 4667.933594
	Iteration 50Q: 3 clusters Score -1358350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11258 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1358350.875000 Penalty: 4667.933594
	Iteration 51Q: 3 clusters Score -1358351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -1358353.250000 Penalty: 4667.933594
	Iteration 52Q: 3 clusters Score -1358353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1358352.625000 Penalty: 4667.933594
	Iteration 53Q: 3 clusters Score -1358353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1358352.625000 Penalty: 4667.933594
	Iteration 54Q: 3 clusters Score -1358353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1358354.125000 Penalty: 4667.933594
	Iteration 55Q: 3 clusters Score -1358354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -1358358.750000 Penalty: 4667.933594
	Iteration 56Q: 3 clusters Score -1358359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1358360.125000 Penalty: 4667.933594
	Iteration 57Q: 3 clusters Score -1358360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1358360.625000 Penalty: 4667.933594
	Iteration 58Q: 3 clusters Score -1358361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1358365.000000 Penalty: 4667.933594
	Iteration 59Q: 3 clusters Score -1358365 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1358371.125000 Penalty: 4667.933594
	Iteration 60F: 3 clusters Score -1358371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11286 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1358371.625000 Penalty: 4667.933594
	Iteration 61Q: 3 clusters Score -1358372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1358377.625000 Penalty: 4667.933594
	Iteration 62Q: 3 clusters Score -1358378 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1358382.000000 Penalty: 4667.933594
	Iteration 63Q: 3 clusters Score -1358382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1358381.500000 Penalty: 4667.933594
	Iteration 64Q: 3 clusters Score -1358382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11307 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1358383.500000 Penalty: 4667.933594
	Iteration 65Q: 3 clusters Score -1358384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1358384.750000 Penalty: 4667.933594
	Iteration 66Q: 3 clusters Score -1358385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1358387.125000 Penalty: 4667.933594
	Iteration 67Q: 3 clusters Score -1358387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1358388.000000 Penalty: 4667.933594
	Iteration 68Q: 3 clusters Score -1358388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1358390.500000 Penalty: 4667.933594
	Iteration 69Q: 3 clusters Score -1358390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11312 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1358390.375000 Penalty: 4667.933594
	Iteration 70Q: 3 clusters Score -1358390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1358391.375000 Penalty: 4667.933594
	Iteration 71Q: 3 clusters Score -1358391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1358391.125000 Penalty: 4667.933594
	Iteration 72Q: 3 clusters Score -1358391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1358391.125000 Penalty: 4667.933594
	Iteration 73F: 3 clusters Score -1358391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -48080.800781 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -48080.8 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: -46594.031250 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -46594.03 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46704.507812 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -46704.51 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -46755.125000 Penalty: 3055.958740
	Iteration 2Q: 3 clusters Score -46755.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -46774.515625 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -46774.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46784.617188 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -46784.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -46791.906250 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -46791.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -46793.625000 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -46793.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -46794.867188 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -46794.87 nChanged 2
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: -46797.273438 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -46797.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46799.371094 Penalty: 3055.958740
	Iteration 9Q: 3 clusters Score -46799.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46801.031250 Penalty: 3055.958740
	Iteration 10Q: 3 clusters Score -46801.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -46808.761719 Penalty: 3055.958740
	Iteration 11Q: 3 clusters Score -46808.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46810.308594 Penalty: 3055.958740
	Iteration 12Q: 3 clusters Score -46810.31 nChanged 1
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: -46811.527344 Penalty: 3055.958740
	Iteration 13Q: 3 clusters Score -46811.53 nChanged 0
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: -46811.527344 Penalty: 3055.958740
	Iteration 14F: 3 clusters Score -46811.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (178805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178805 members 
Entering Unmasked Estep 
Score: -21140868.000000 Penalty: 2999.324707
	Iteration 0F: 2 clusters Score -2.114087e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89460 members 
Mstep: Class 2 contains 89345 members 
Entering Unmasked Estep 
Score: -21023358.000000 Penalty: 5998.649414
	Iteration 0F: 3 clusters Score -2.102336e+07 nChanged 85624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90100 members 
Mstep: Class 2 contains 88705 members 
Entering Unmasked Estep 
Score: -21073056.000000 Penalty: 5998.649414
	Iteration 1F: 3 clusters Score -2.107306e+07 nChanged 5250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90612 members 
Mstep: Class 2 contains 88193 members 
Entering Unmasked Estep 
Score: -21074260.000000 Penalty: 5998.649414
	Iteration 2Q: 3 clusters Score -2.107426e+07 nChanged 5422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91318 members 
Mstep: Class 2 contains 87487 members 
Entering Unmasked Estep 
Score: -21075640.000000 Penalty: 5998.649414
	Iteration 3Q: 3 clusters Score -2.107564e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92245 members 
Mstep: Class 2 contains 86560 members 
Entering Unmasked Estep 
Score: -21077340.000000 Penalty: 5998.649414
	Iteration 4Q: 3 clusters Score -2.107734e+07 nChanged 6511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93572 members 
Mstep: Class 2 contains 85233 members 
Entering Unmasked Estep 
Score: -21079744.000000 Penalty: 5998.649414
	Iteration 5Q: 3 clusters Score -2.107974e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 83411 members 
Entering Unmasked Estep 
Score: -21083430.000000 Penalty: 5998.649414
	Iteration 6Q: 3 clusters Score -2.108343e+07 nChanged 8966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97520 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -21088624.000000 Penalty: 5998.649414
	Iteration 7F: 3 clusters Score -2.108862e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99841 members 
Mstep: Class 2 contains 78964 members 
Entering Unmasked Estep 
Score: -21095928.000000 Penalty: 5998.649414
	Iteration 8F: 3 clusters Score -2.109593e+07 nChanged 11764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101903 members 
Mstep: Class 2 contains 76902 members 
Entering Unmasked Estep 
Score: -21104626.000000 Penalty: 5998.649414
	Iteration 9F: 3 clusters Score -2.110463e+07 nChanged 11286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103499 members 
Mstep: Class 2 contains 75306 members 
Entering Unmasked Estep 
Score: -21111666.000000 Penalty: 5998.649414
	Iteration 10F: 3 clusters Score -2.111167e+07 nChanged 8660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104509 members 
Mstep: Class 2 contains 74296 members 
Entering Unmasked Estep 
Score: -21115550.000000 Penalty: 5998.649414
	Iteration 11Q: 3 clusters Score -2.111555e+07 nChanged 5507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105404 members 
Mstep: Class 2 contains 73401 members 
Entering Unmasked Estep 
Score: -21116980.000000 Penalty: 5998.649414
	Iteration 12Q: 3 clusters Score -2.111698e+07 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106270 members 
Mstep: Class 2 contains 72535 members 
Entering Unmasked Estep 
Score: -21117530.000000 Penalty: 5998.649414
	Iteration 13Q: 3 clusters Score -2.111753e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107150 members 
Mstep: Class 2 contains 71655 members 
Entering Unmasked Estep 
Score: -21117792.000000 Penalty: 5998.649414
	Iteration 14Q: 3 clusters Score -2.111779e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108023 members 
Mstep: Class 2 contains 70782 members 
Entering Unmasked Estep 
Score: -21118058.000000 Penalty: 5998.649414
	Iteration 15Q: 3 clusters Score -2.111806e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108982 members 
Mstep: Class 2 contains 69823 members 
Entering Unmasked Estep 
Score: -21118356.000000 Penalty: 5998.649414
	Iteration 16Q: 3 clusters Score -2.111836e+07 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109994 members 
Mstep: Class 2 contains 68811 members 
Entering Unmasked Estep 
Score: -21118662.000000 Penalty: 5998.649414
	Iteration 17Q: 3 clusters Score -2.111866e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111107 members 
Mstep: Class 2 contains 67698 members 
Entering Unmasked Estep 
Score: -21118776.000000 Penalty: 5998.649414
	Iteration 18Q: 3 clusters Score -2.111878e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112277 members 
Mstep: Class 2 contains 66528 members 
Entering Unmasked Estep 
Score: -21119018.000000 Penalty: 5998.649414
	Iteration 19Q: 3 clusters Score -2.111902e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113465 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -21119170.000000 Penalty: 5998.649414
	Iteration 20F: 3 clusters Score -2.111917e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114734 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -21119346.000000 Penalty: 5998.649414
	Iteration 21Q: 3 clusters Score -2.111935e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116087 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -21119610.000000 Penalty: 5998.649414
	Iteration 22Q: 3 clusters Score -2.111961e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117558 members 
Mstep: Class 2 contains 61247 members 
Entering Unmasked Estep 
Score: -21119782.000000 Penalty: 5998.649414
	Iteration 23Q: 3 clusters Score -2.111978e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119140 members 
Mstep: Class 2 contains 59665 members 
Entering Unmasked Estep 
Score: -21120134.000000 Penalty: 5998.649414
	Iteration 24Q: 3 clusters Score -2.112013e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120808 members 
Mstep: Class 2 contains 57997 members 
Entering Unmasked Estep 
Score: -21120434.000000 Penalty: 5998.649414
	Iteration 25Q: 3 clusters Score -2.112043e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122618 members 
Mstep: Class 2 contains 56187 members 
Entering Unmasked Estep 
Score: -21120856.000000 Penalty: 5998.649414
	Iteration 26Q: 3 clusters Score -2.112086e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124511 members 
Mstep: Class 2 contains 54294 members 
Entering Unmasked Estep 
Score: -21121226.000000 Penalty: 5998.649414
	Iteration 27Q: 3 clusters Score -2.112123e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126562 members 
Mstep: Class 2 contains 52243 members 
Entering Unmasked Estep 
Score: -21121592.000000 Penalty: 5998.649414
	Iteration 28Q: 3 clusters Score -2.112159e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128772 members 
Mstep: Class 2 contains 50033 members 
Entering Unmasked Estep 
Score: -21122016.000000 Penalty: 5998.649414
	Iteration 29Q: 3 clusters Score -2.112202e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131163 members 
Mstep: Class 2 contains 47642 members 
Entering Unmasked Estep 
Score: -21122584.000000 Penalty: 5998.649414
	Iteration 30Q: 3 clusters Score -2.112258e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133752 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -21123274.000000 Penalty: 5998.649414
	Iteration 31Q: 3 clusters Score -2.112327e+07 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136512 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -21124016.000000 Penalty: 5998.649414
	Iteration 32Q: 3 clusters Score -2.112402e+07 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139371 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -21124738.000000 Penalty: 5998.649414
	Iteration 33Q: 3 clusters Score -2.112474e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142297 members 
Mstep: Class 2 contains 36508 members 
Entering Unmasked Estep 
Score: -21125570.000000 Penalty: 5998.649414
	Iteration 34Q: 3 clusters Score -2.112557e+07 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145305 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -21126520.000000 Penalty: 5998.649414
	Iteration 35Q: 3 clusters Score -2.112652e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148489 members 
Mstep: Class 2 contains 30316 members 
Entering Unmasked Estep 
Score: -21127490.000000 Penalty: 5998.649414
	Iteration 36Q: 3 clusters Score -2.112749e+07 nChanged 3200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -21128600.000000 Penalty: 5998.649414
	Iteration 37Q: 3 clusters Score -2.11286e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154650 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -21129690.000000 Penalty: 5998.649414
	Iteration 38Q: 3 clusters Score -2.112969e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157384 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -21130656.000000 Penalty: 5998.649414
	Iteration 39Q: 3 clusters Score -2.113066e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159906 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -21131520.000000 Penalty: 5998.649414
	Iteration 40F: 3 clusters Score -2.113152e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162302 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -21132342.000000 Penalty: 5998.649414
	Iteration 41Q: 3 clusters Score -2.113234e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164457 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -21133162.000000 Penalty: 5998.649414
	Iteration 42Q: 3 clusters Score -2.113316e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166352 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -21133840.000000 Penalty: 5998.649414
	Iteration 43Q: 3 clusters Score -2.113384e+07 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168032 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -21134482.000000 Penalty: 5998.649414
	Iteration 44Q: 3 clusters Score -2.113448e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169516 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -21134994.000000 Penalty: 5998.649414
	Iteration 45Q: 3 clusters Score -2.113499e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170838 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -21135362.000000 Penalty: 5998.649414
	Iteration 46Q: 3 clusters Score -2.113536e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172032 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -21135900.000000 Penalty: 5998.649414
	Iteration 47Q: 3 clusters Score -2.11359e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173027 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -21136248.000000 Penalty: 5998.649414
	Iteration 48Q: 3 clusters Score -2.113625e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173811 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -21136550.000000 Penalty: 5998.649414
	Iteration 49Q: 3 clusters Score -2.113655e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174490 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -21136780.000000 Penalty: 5998.649414
	Iteration 50Q: 3 clusters Score -2.113678e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175063 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -21136998.000000 Penalty: 5998.649414
	Iteration 51Q: 3 clusters Score -2.1137e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175535 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -21137168.000000 Penalty: 5998.649414
	Iteration 52Q: 3 clusters Score -2.113717e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175902 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -21137372.000000 Penalty: 5998.649414
	Iteration 53Q: 3 clusters Score -2.113737e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176171 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -21137508.000000 Penalty: 5998.649414
	Iteration 54Q: 3 clusters Score -2.113751e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176416 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -21137632.000000 Penalty: 5998.649414
	Iteration 55Q: 3 clusters Score -2.113763e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176611 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -21137696.000000 Penalty: 5998.649414
	Iteration 56Q: 3 clusters Score -2.11377e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176776 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -21137796.000000 Penalty: 5998.649414
	Iteration 57Q: 3 clusters Score -2.11378e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176905 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -21137848.000000 Penalty: 5998.649414
	Iteration 58Q: 3 clusters Score -2.113785e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177021 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -21137888.000000 Penalty: 5998.649414
	Iteration 59Q: 3 clusters Score -2.113789e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177126 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -21137936.000000 Penalty: 5998.649414
	Iteration 60F: 3 clusters Score -2.113794e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177203 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -21137984.000000 Penalty: 5998.649414
	Iteration 61Q: 3 clusters Score -2.113798e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177262 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -21138022.000000 Penalty: 5998.649414
	Iteration 62Q: 3 clusters Score -2.113802e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177322 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -21138076.000000 Penalty: 5998.649414
	Iteration 63Q: 3 clusters Score -2.113808e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177373 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -21138114.000000 Penalty: 5998.649414
	Iteration 64Q: 3 clusters Score -2.113811e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177416 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -21138152.000000 Penalty: 5998.649414
	Iteration 65Q: 3 clusters Score -2.113815e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177448 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -21138168.000000 Penalty: 5998.649414
	Iteration 66Q: 3 clusters Score -2.113817e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177473 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21138180.000000 Penalty: 5998.649414
	Iteration 67Q: 3 clusters Score -2.113818e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177484 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21138190.000000 Penalty: 5998.649414
	Iteration 68Q: 3 clusters Score -2.113819e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177498 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -21138208.000000 Penalty: 5998.649414
	Iteration 69Q: 3 clusters Score -2.113821e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177517 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -21138224.000000 Penalty: 5998.649414
	Iteration 70Q: 3 clusters Score -2.113822e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177530 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -21138238.000000 Penalty: 5998.649414
	Iteration 71Q: 3 clusters Score -2.113824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177549 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -21138266.000000 Penalty: 5998.649414
	Iteration 72Q: 3 clusters Score -2.113827e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177561 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -21138264.000000 Penalty: 5998.649414
	Iteration 73Q: 3 clusters Score -2.113826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177568 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -21138264.000000 Penalty: 5998.649414
	Iteration 74Q: 3 clusters Score -2.113826e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177575 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -21138266.000000 Penalty: 5998.649414
	Iteration 75Q: 3 clusters Score -2.113827e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177581 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -21138266.000000 Penalty: 5998.649414
	Iteration 76Q: 3 clusters Score -2.113827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177588 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -21138282.000000 Penalty: 5998.649414
	Iteration 77Q: 3 clusters Score -2.113828e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177592 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -21138274.000000 Penalty: 5998.649414
	Iteration 78Q: 3 clusters Score -2.113827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177598 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -21138290.000000 Penalty: 5998.649414
	Iteration 79Q: 3 clusters Score -2.113829e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177602 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -21138306.000000 Penalty: 5998.649414
	Iteration 80F: 3 clusters Score -2.113831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177607 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -21138294.000000 Penalty: 5998.649414
	Iteration 81Q: 3 clusters Score -2.113829e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177615 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -21138296.000000 Penalty: 5998.649414
	Iteration 82Q: 3 clusters Score -2.11383e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177618 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -21138322.000000 Penalty: 5998.649414
	Iteration 83Q: 3 clusters Score -2.113832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177620 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -21138320.000000 Penalty: 5998.649414
	Iteration 84Q: 3 clusters Score -2.113832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177621 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21138322.000000 Penalty: 5998.649414
	Iteration 85Q: 3 clusters Score -2.113832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177620 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -21138322.000000 Penalty: 5998.649414
	Iteration 86Q: 3 clusters Score -2.113832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177621 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -21138326.000000 Penalty: 5998.649414
	Iteration 87Q: 3 clusters Score -2.113833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177624 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -21138328.000000 Penalty: 5998.649414
	Iteration 88Q: 3 clusters Score -2.113833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177625 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -21138334.000000 Penalty: 5998.649414
	Iteration 89Q: 3 clusters Score -2.113833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177627 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -21138328.000000 Penalty: 5998.649414
	Iteration 90Q: 3 clusters Score -2.113833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177628 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -21138330.000000 Penalty: 5998.649414
	Iteration 91Q: 3 clusters Score -2.113833e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177629 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -21138334.000000 Penalty: 5998.649414
	Iteration 92Q: 3 clusters Score -2.113833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177631 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -21138338.000000 Penalty: 5998.649414
	Iteration 93Q: 3 clusters Score -2.113834e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177632 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -21138334.000000 Penalty: 5998.649414
	Iteration 94Q: 3 clusters Score -2.113833e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177632 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -21138334.000000 Penalty: 5998.649414
	Iteration 95F: 3 clusters Score -2.113833e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23829 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Entering Unmasked Estep 
Score: -2411144.500000 Penalty: 2499.507324
	Iteration 0F: 2 clusters Score -2411144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2394553.000000 Penalty: 4999.014648
	Iteration 0F: 3 clusters Score -2394553 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -2400437.250000 Penalty: 4999.014648
	Iteration 1F: 3 clusters Score -2400437 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -2401065.000000 Penalty: 4999.014648
	Iteration 2F: 3 clusters Score -2401065 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2401661.500000 Penalty: 4999.014648
	Iteration 3F: 3 clusters Score -2401662 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2402203.000000 Penalty: 4999.014648
	Iteration 4F: 3 clusters Score -2402203 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2402696.750000 Penalty: 4999.014648
	Iteration 5Q: 3 clusters Score -2402697 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -2403176.500000 Penalty: 4999.014648
	Iteration 6Q: 3 clusters Score -2403176 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2403633.000000 Penalty: 4999.014648
	Iteration 7Q: 3 clusters Score -2403633 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2404063.500000 Penalty: 4999.014648
	Iteration 8Q: 3 clusters Score -2404064 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -2404486.000000 Penalty: 4999.014648
	Iteration 9Q: 3 clusters Score -2404486 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -2404900.500000 Penalty: 4999.014648
	Iteration 10Q: 3 clusters Score -2404900 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14713 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2405346.500000 Penalty: 4999.014648
	Iteration 11Q: 3 clusters Score -2405346 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2405789.750000 Penalty: 4999.014648
	Iteration 12Q: 3 clusters Score -2405790 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -2406185.250000 Penalty: 4999.014648
	Iteration 13Q: 3 clusters Score -2406185 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15981 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -2406583.250000 Penalty: 4999.014648
	Iteration 14Q: 3 clusters Score -2406583 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2407002.250000 Penalty: 4999.014648
	Iteration 15Q: 3 clusters Score -2407002 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -2407350.250000 Penalty: 4999.014648
	Iteration 16Q: 3 clusters Score -2407350 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2407643.500000 Penalty: 4999.014648
	Iteration 17Q: 3 clusters Score -2407644 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -2407865.000000 Penalty: 4999.014648
	Iteration 18Q: 3 clusters Score -2407865 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2408046.250000 Penalty: 4999.014648
	Iteration 19Q: 3 clusters Score -2408046 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2408161.500000 Penalty: 4999.014648
	Iteration 20F: 3 clusters Score -2408162 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -2408260.750000 Penalty: 4999.014648
	Iteration 21Q: 3 clusters Score -2408261 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2408347.500000 Penalty: 4999.014648
	Iteration 22Q: 3 clusters Score -2408348 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2408404.500000 Penalty: 4999.014648
	Iteration 23Q: 3 clusters Score -2408404 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -2408481.000000 Penalty: 4999.014648
	Iteration 24Q: 3 clusters Score -2408481 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2408536.000000 Penalty: 4999.014648
	Iteration 25Q: 3 clusters Score -2408536 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18463 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -2408585.750000 Penalty: 4999.014648
	Iteration 26Q: 3 clusters Score -2408586 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2408628.500000 Penalty: 4999.014648
	Iteration 27Q: 3 clusters Score -2408628 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -2408700.250000 Penalty: 4999.014648
	Iteration 28Q: 3 clusters Score -2408700 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -2408790.250000 Penalty: 4999.014648
	Iteration 29Q: 3 clusters Score -2408790 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -2408912.250000 Penalty: 4999.014648
	Iteration 30Q: 3 clusters Score -2408912 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2409026.750000 Penalty: 4999.014648
	Iteration 31Q: 3 clusters Score -2409027 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -2409132.000000 Penalty: 4999.014648
	Iteration 32Q: 3 clusters Score -2409132 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19025 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2409210.000000 Penalty: 4999.014648
	Iteration 33Q: 3 clusters Score -2409210 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19067 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -2409267.750000 Penalty: 4999.014648
	Iteration 34Q: 3 clusters Score -2409268 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -2409323.500000 Penalty: 4999.014648
	Iteration 35Q: 3 clusters Score -2409324 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -2409358.250000 Penalty: 4999.014648
	Iteration 36Q: 3 clusters Score -2409358 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19135 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -2409385.750000 Penalty: 4999.014648
	Iteration 37Q: 3 clusters Score -2409386 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -2409407.250000 Penalty: 4999.014648
	Iteration 38Q: 3 clusters Score -2409407 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -2409424.750000 Penalty: 4999.014648
	Iteration 39Q: 3 clusters Score -2409425 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -2409442.750000 Penalty: 4999.014648
	Iteration 40F: 3 clusters Score -2409443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -2409446.000000 Penalty: 4999.014648
	Iteration 41Q: 3 clusters Score -2409446 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2409447.250000 Penalty: 4999.014648
	Iteration 42Q: 3 clusters Score -2409447 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -2409452.500000 Penalty: 4999.014648
	Iteration 43Q: 3 clusters Score -2409452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2409461.250000 Penalty: 4999.014648
	Iteration 44Q: 3 clusters Score -2409461 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -2409457.500000 Penalty: 4999.014648
	Iteration 45Q: 3 clusters Score -2409458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2409464.500000 Penalty: 4999.014648
	Iteration 46Q: 3 clusters Score -2409464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19064 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -2409466.500000 Penalty: 4999.014648
	Iteration 47Q: 3 clusters Score -2409466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2409467.000000 Penalty: 4999.014648
	Iteration 48Q: 3 clusters Score -2409467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2409469.000000 Penalty: 4999.014648
	Iteration 49Q: 3 clusters Score -2409469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -2409462.750000 Penalty: 4999.014648
	Iteration 50Q: 3 clusters Score -2409463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2409470.750000 Penalty: 4999.014648
	Iteration 51Q: 3 clusters Score -2409471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2409477.750000 Penalty: 4999.014648
	Iteration 52Q: 3 clusters Score -2409478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2409475.250000 Penalty: 4999.014648
	Iteration 53Q: 3 clusters Score -2409475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2409475.500000 Penalty: 4999.014648
	Iteration 54Q: 3 clusters Score -2409476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2409475.000000 Penalty: 4999.014648
	Iteration 55Q: 3 clusters Score -2409475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2409478.000000 Penalty: 4999.014648
	Iteration 56Q: 3 clusters Score -2409478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2409476.250000 Penalty: 4999.014648
	Iteration 57Q: 3 clusters Score -2409476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -2409474.250000 Penalty: 4999.014648
	Iteration 58Q: 3 clusters Score -2409474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -2409472.750000 Penalty: 4999.014648
	Iteration 59Q: 3 clusters Score -2409473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -2409473.750000 Penalty: 4999.014648
	Iteration 60F: 3 clusters Score -2409474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -2409477.750000 Penalty: 4999.014648
	Iteration 61Q: 3 clusters Score -2409478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19060 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -2409477.250000 Penalty: 4999.014648
	Iteration 62Q: 3 clusters Score -2409477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2409476.000000 Penalty: 4999.014648
	Iteration 63Q: 3 clusters Score -2409476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -2409476.000000 Penalty: 4999.014648
	Iteration 64F: 3 clusters Score -2409476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2230 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Entering Unmasked Estep 
Score: -260204.125000 Penalty: 1912.019653
	Iteration 0F: 2 clusters Score -260204.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -257429.953125 Penalty: 3824.039307
	Iteration 0F: 3 clusters Score -257430 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -257875.984375 Penalty: 3824.039307
	Iteration 1F: 3 clusters Score -257876 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -257988.718750 Penalty: 3824.039307
	Iteration 2F: 3 clusters Score -257988.7 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -258050.968750 Penalty: 3824.039307
	Iteration 3Q: 3 clusters Score -258051 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -258089.281250 Penalty: 3824.039307
	Iteration 4Q: 3 clusters Score -258089.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -258118.609375 Penalty: 3824.039307
	Iteration 5Q: 3 clusters Score -258118.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -258143.375000 Penalty: 3824.039307
	Iteration 6Q: 3 clusters Score -258143.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -258154.437500 Penalty: 3824.039307
	Iteration 7Q: 3 clusters Score -258154.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -258162.578125 Penalty: 3824.039307
	Iteration 8Q: 3 clusters Score -258162.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -258170.843750 Penalty: 3824.039307
	Iteration 9Q: 3 clusters Score -258170.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -258179.281250 Penalty: 3824.039307
	Iteration 10Q: 3 clusters Score -258179.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -258180.906250 Penalty: 3824.039307
	Iteration 11Q: 3 clusters Score -258180.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -258182.984375 Penalty: 3824.039307
	Iteration 12Q: 3 clusters Score -258183 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -258184.015625 Penalty: 3824.039307
	Iteration 13Q: 3 clusters Score -258184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -258184.531250 Penalty: 3824.039307
	Iteration 14Q: 3 clusters Score -258184.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -258185.609375 Penalty: 3824.039307
	Iteration 15Q: 3 clusters Score -258185.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -258187.078125 Penalty: 3824.039307
	Iteration 16Q: 3 clusters Score -258187.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -258188.734375 Penalty: 3824.039307
	Iteration 17Q: 3 clusters Score -258188.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -258190.359375 Penalty: 3824.039307
	Iteration 18Q: 3 clusters Score -258190.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -258192.093750 Penalty: 3824.039307
	Iteration 19Q: 3 clusters Score -258192.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -258193.546875 Penalty: 3824.039307
	Iteration 20F: 3 clusters Score -258193.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -258195.140625 Penalty: 3824.039307
	Iteration 21Q: 3 clusters Score -258195.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -258196.484375 Penalty: 3824.039307
	Iteration 22Q: 3 clusters Score -258196.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -258198.296875 Penalty: 3824.039307
	Iteration 23Q: 3 clusters Score -258198.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -258200.656250 Penalty: 3824.039307
	Iteration 24Q: 3 clusters Score -258200.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -258205.078125 Penalty: 3824.039307
	Iteration 25Q: 3 clusters Score -258205.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -258206.937500 Penalty: 3824.039307
	Iteration 26Q: 3 clusters Score -258206.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -258209.406250 Penalty: 3824.039307
	Iteration 27Q: 3 clusters Score -258209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -258211.000000 Penalty: 3824.039307
	Iteration 28Q: 3 clusters Score -258211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -258211.406250 Penalty: 3824.039307
	Iteration 29Q: 3 clusters Score -258211.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -258211.406250 Penalty: 3824.039307
	Iteration 30F: 3 clusters Score -258211.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25839.906250 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -25839.91 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 127 members 
Entering Unmasked Estep 
Score: -24604.636719 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -24604.64 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24689.804688 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -24689.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24709.542969 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -24709.54 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24732.289062 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -24732.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -24742.656250 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -24742.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -24748.529297 Penalty: 2763.788330
	Iteration 5Q: 3 clusters Score -24748.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -24755.156250 Penalty: 2763.788330
	Iteration 6Q: 3 clusters Score -24755.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -24773.947266 Penalty: 2763.788330
	Iteration 7Q: 3 clusters Score -24773.95 nChanged 2
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: -24794.353516 Penalty: 2763.788330
	Iteration 8Q: 3 clusters Score -24794.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24815.080078 Penalty: 2763.788330
	Iteration 9Q: 3 clusters Score -24815.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24825.066406 Penalty: 2763.788330
	Iteration 10Q: 3 clusters Score -24825.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24828.859375 Penalty: 2763.788330
	Iteration 11Q: 3 clusters Score -24828.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24828.859375 Penalty: 2763.788330
	Iteration 12F: 3 clusters Score -24828.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (8817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Entering Unmasked Estep 
Score: -976088.375000 Penalty: 2252.940430
	Iteration 0F: 2 clusters Score -976088.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -969146.125000 Penalty: 4505.880859
	Iteration 0F: 3 clusters Score -969146.1 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -970979.812500 Penalty: 4505.880859
	Iteration 1F: 3 clusters Score -970979.8 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -971233.250000 Penalty: 4505.880859
	Iteration 2F: 3 clusters Score -971233.2 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -971402.437500 Penalty: 4505.880859
	Iteration 3Q: 3 clusters Score -971402.4 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -971524.437500 Penalty: 4505.880859
	Iteration 4Q: 3 clusters Score -971524.4 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -971645.500000 Penalty: 4505.880859
	Iteration 5Q: 3 clusters Score -971645.5 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -971739.312500 Penalty: 4505.880859
	Iteration 6Q: 3 clusters Score -971739.3 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -971824.000000 Penalty: 4505.880859
	Iteration 7Q: 3 clusters Score -971824 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -971910.250000 Penalty: 4505.880859
	Iteration 8Q: 3 clusters Score -971910.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -971993.312500 Penalty: 4505.880859
	Iteration 9Q: 3 clusters Score -971993.3 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -972069.812500 Penalty: 4505.880859
	Iteration 10Q: 3 clusters Score -972069.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -972152.437500 Penalty: 4505.880859
	Iteration 11Q: 3 clusters Score -972152.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -972232.312500 Penalty: 4505.880859
	Iteration 12Q: 3 clusters Score -972232.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -972299.562500 Penalty: 4505.880859
	Iteration 13Q: 3 clusters Score -972299.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -972361.750000 Penalty: 4505.880859
	Iteration 14Q: 3 clusters Score -972361.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -972425.062500 Penalty: 4505.880859
	Iteration 15Q: 3 clusters Score -972425.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -972482.187500 Penalty: 4505.880859
	Iteration 16Q: 3 clusters Score -972482.2 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5889 members 
Entering Unmasked Estep 
Score: -972538.500000 Penalty: 4505.880859
	Iteration 17Q: 3 clusters Score -972538.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -972606.437500 Penalty: 4505.880859
	Iteration 18Q: 3 clusters Score -972606.4 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -972678.812500 Penalty: 4505.880859
	Iteration 19Q: 3 clusters Score -972678.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -972760.875000 Penalty: 4505.880859
	Iteration 20F: 3 clusters Score -972760.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -972846.375000 Penalty: 4505.880859
	Iteration 21Q: 3 clusters Score -972846.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -972952.250000 Penalty: 4505.880859
	Iteration 22Q: 3 clusters Score -972952.2 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 6967 members 
Entering Unmasked Estep 
Score: -973069.125000 Penalty: 4505.880859
	Iteration 23Q: 3 clusters Score -973069.1 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -973191.187500 Penalty: 4505.880859
	Iteration 24Q: 3 clusters Score -973191.2 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -973319.125000 Penalty: 4505.880859
	Iteration 25Q: 3 clusters Score -973319.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -973446.687500 Penalty: 4505.880859
	Iteration 26Q: 3 clusters Score -973446.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -973552.000000 Penalty: 4505.880859
	Iteration 27Q: 3 clusters Score -973552 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -973644.250000 Penalty: 4505.880859
	Iteration 28Q: 3 clusters Score -973644.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -973709.312500 Penalty: 4505.880859
	Iteration 29Q: 3 clusters Score -973709.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -973758.375000 Penalty: 4505.880859
	Iteration 30Q: 3 clusters Score -973758.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -973806.062500 Penalty: 4505.880859
	Iteration 31Q: 3 clusters Score -973806.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -973847.937500 Penalty: 4505.880859
	Iteration 32Q: 3 clusters Score -973847.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8217 members 
Entering Unmasked Estep 
Score: -973894.812500 Penalty: 4505.880859
	Iteration 33Q: 3 clusters Score -973894.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -973932.812500 Penalty: 4505.880859
	Iteration 34Q: 3 clusters Score -973932.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -973970.250000 Penalty: 4505.880859
	Iteration 35Q: 3 clusters Score -973970.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -974002.312500 Penalty: 4505.880859
	Iteration 36Q: 3 clusters Score -974002.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -974029.500000 Penalty: 4505.880859
	Iteration 37Q: 3 clusters Score -974029.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -974051.312500 Penalty: 4505.880859
	Iteration 38Q: 3 clusters Score -974051.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -974064.937500 Penalty: 4505.880859
	Iteration 39Q: 3 clusters Score -974064.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -974085.250000 Penalty: 4505.880859
	Iteration 40F: 3 clusters Score -974085.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -974102.937500 Penalty: 4505.880859
	Iteration 41Q: 3 clusters Score -974102.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -974107.187500 Penalty: 4505.880859
	Iteration 42Q: 3 clusters Score -974107.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -974110.250000 Penalty: 4505.880859
	Iteration 43Q: 3 clusters Score -974110.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -974110.000000 Penalty: 4505.880859
	Iteration 44Q: 3 clusters Score -974110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -974109.187500 Penalty: 4505.880859
	Iteration 45Q: 3 clusters Score -974109.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -974109.187500 Penalty: 4505.880859
	Iteration 46F: 3 clusters Score -974109.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Entering Unmasked Estep 
Score: -2337245.250000 Penalty: 2450.776123
	Iteration 0F: 2 clusters Score -2337245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -2323482.500000 Penalty: 4901.552246
	Iteration 0F: 3 clusters Score -2323482 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 10603 members 
Entering Unmasked Estep 
Score: -2328025.750000 Penalty: 4901.552246
	Iteration 1F: 3 clusters Score -2328026 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2328454.500000 Penalty: 4901.552246
	Iteration 2F: 3 clusters Score -2328454 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 11569 members 
Entering Unmasked Estep 
Score: -2328850.500000 Penalty: 4901.552246
	Iteration 3Q: 3 clusters Score -2328850 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -2329271.500000 Penalty: 4901.552246
	Iteration 4Q: 3 clusters Score -2329272 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2329813.250000 Penalty: 4901.552246
	Iteration 5Q: 3 clusters Score -2329813 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -2330488.250000 Penalty: 4901.552246
	Iteration 6F: 3 clusters Score -2330488 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -2331324.500000 Penalty: 4901.552246
	Iteration 7F: 3 clusters Score -2331324 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3085 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -2332334.750000 Penalty: 4901.552246
	Iteration 8F: 3 clusters Score -2332335 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2333354.250000 Penalty: 4901.552246
	Iteration 9F: 3 clusters Score -2333354 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 18419 members 
Entering Unmasked Estep 
Score: -2334098.750000 Penalty: 4901.552246
	Iteration 10Q: 3 clusters Score -2334099 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -2334532.000000 Penalty: 4901.552246
	Iteration 11Q: 3 clusters Score -2334532 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -2334769.000000 Penalty: 4901.552246
	Iteration 12Q: 3 clusters Score -2334769 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2334894.250000 Penalty: 4901.552246
	Iteration 13Q: 3 clusters Score -2334894 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 19234 members 
Entering Unmasked Estep 
Score: -2334954.500000 Penalty: 4901.552246
	Iteration 14Q: 3 clusters Score -2334954 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -2334994.750000 Penalty: 4901.552246
	Iteration 15Q: 3 clusters Score -2334995 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -2335012.250000 Penalty: 4901.552246
	Iteration 16Q: 3 clusters Score -2335012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 19286 members 
Entering Unmasked Estep 
Score: -2335024.250000 Penalty: 4901.552246
	Iteration 17Q: 3 clusters Score -2335024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -2335031.000000 Penalty: 4901.552246
	Iteration 18Q: 3 clusters Score -2335031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -2335035.500000 Penalty: 4901.552246
	Iteration 19Q: 3 clusters Score -2335036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2335039.250000 Penalty: 4901.552246
	Iteration 20F: 3 clusters Score -2335039 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
Score: -2335041.000000 Penalty: 4901.552246
	Iteration 21Q: 3 clusters Score -2335041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -2335044.000000 Penalty: 4901.552246
	Iteration 22Q: 3 clusters Score -2335044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -2335046.000000 Penalty: 4901.552246
	Iteration 23Q: 3 clusters Score -2335046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -2335050.000000 Penalty: 4901.552246
	Iteration 24Q: 3 clusters Score -2335050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2335049.500000 Penalty: 4901.552246
	Iteration 25Q: 3 clusters Score -2335050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2335049.500000 Penalty: 4901.552246
	Iteration 26F: 3 clusters Score -2335050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -60219.140625 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -60219.14 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 306 members 
Entering Unmasked Estep 
Score: -58647.722656 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -58647.72 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -58887.644531 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -58887.64 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -58980.308594 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -58980.31 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -59036.164062 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -59036.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59062.406250 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -59062.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -59086.925781 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -59086.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -59101.316406 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -59101.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59104.777344 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -59104.78 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -59112.820312 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -59112.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -59124.742188 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -59124.74 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59134.355469 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -59134.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -59142.675781 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -59142.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59143.207031 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -59143.21 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -59143.207031 Penalty: 3146.564697
	Iteration 13F: 3 clusters Score -59143.21 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Entering Unmasked Estep 
Score: -1626201.250000 Penalty: 2360.967041
	Iteration 0F: 2 clusters Score -1626201 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1616234.125000 Penalty: 4721.934082
	Iteration 0F: 3 clusters Score -1616234 nChanged 5769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1619331.125000 Penalty: 4721.934082
	Iteration 1F: 3 clusters Score -1619331 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1619719.500000 Penalty: 4721.934082
	Iteration 2F: 3 clusters Score -1619720 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1620069.500000 Penalty: 4721.934082
	Iteration 3F: 3 clusters Score -1620070 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1620449.125000 Penalty: 4721.934082
	Iteration 4Q: 3 clusters Score -1620449 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1620881.000000 Penalty: 4721.934082
	Iteration 5F: 3 clusters Score -1620881 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8831 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1621368.000000 Penalty: 4721.934082
	Iteration 6F: 3 clusters Score -1621368 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1621854.000000 Penalty: 4721.934082
	Iteration 7F: 3 clusters Score -1621854 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1622319.750000 Penalty: 4721.934082
	Iteration 8Q: 3 clusters Score -1622320 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1622793.500000 Penalty: 4721.934082
	Iteration 9Q: 3 clusters Score -1622794 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1623208.500000 Penalty: 4721.934082
	Iteration 10Q: 3 clusters Score -1623208 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1623500.000000 Penalty: 4721.934082
	Iteration 11Q: 3 clusters Score -1623500 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1623711.875000 Penalty: 4721.934082
	Iteration 12Q: 3 clusters Score -1623712 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1623857.625000 Penalty: 4721.934082
	Iteration 13Q: 3 clusters Score -1623858 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1623949.875000 Penalty: 4721.934082
	Iteration 14Q: 3 clusters Score -1623950 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -1624025.125000 Penalty: 4721.934082
	Iteration 15Q: 3 clusters Score -1624025 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1624093.250000 Penalty: 4721.934082
	Iteration 16Q: 3 clusters Score -1624093 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1624147.375000 Penalty: 4721.934082
	Iteration 17Q: 3 clusters Score -1624147 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1624184.500000 Penalty: 4721.934082
	Iteration 18Q: 3 clusters Score -1624184 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1624217.625000 Penalty: 4721.934082
	Iteration 19Q: 3 clusters Score -1624218 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1624230.375000 Penalty: 4721.934082
	Iteration 20F: 3 clusters Score -1624230 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -1624257.125000 Penalty: 4721.934082
	Iteration 21Q: 3 clusters Score -1624257 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1624273.500000 Penalty: 4721.934082
	Iteration 22Q: 3 clusters Score -1624274 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -1624293.750000 Penalty: 4721.934082
	Iteration 23Q: 3 clusters Score -1624294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1624304.625000 Penalty: 4721.934082
	Iteration 24Q: 3 clusters Score -1624305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -1624318.000000 Penalty: 4721.934082
	Iteration 25Q: 3 clusters Score -1624318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12056 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1624322.250000 Penalty: 4721.934082
	Iteration 26Q: 3 clusters Score -1624322 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1624330.000000 Penalty: 4721.934082
	Iteration 27Q: 3 clusters Score -1624330 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1624330.000000 Penalty: 4721.934082
	Iteration 28Q: 3 clusters Score -1624330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1624333.250000 Penalty: 4721.934082
	Iteration 29Q: 3 clusters Score -1624333 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1624336.125000 Penalty: 4721.934082
	Iteration 30Q: 3 clusters Score -1624336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1624338.125000 Penalty: 4721.934082
	Iteration 31Q: 3 clusters Score -1624338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1624340.375000 Penalty: 4721.934082
	Iteration 32Q: 3 clusters Score -1624340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1624345.250000 Penalty: 4721.934082
	Iteration 33Q: 3 clusters Score -1624345 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -1624352.125000 Penalty: 4721.934082
	Iteration 34Q: 3 clusters Score -1624352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1624354.250000 Penalty: 4721.934082
	Iteration 35Q: 3 clusters Score -1624354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1624356.750000 Penalty: 4721.934082
	Iteration 36Q: 3 clusters Score -1624357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1624359.500000 Penalty: 4721.934082
	Iteration 37Q: 3 clusters Score -1624360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1624358.750000 Penalty: 4721.934082
	Iteration 38Q: 3 clusters Score -1624359 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1624359.000000 Penalty: 4721.934082
	Iteration 39Q: 3 clusters Score -1624359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1624360.875000 Penalty: 4721.934082
	Iteration 40F: 3 clusters Score -1624361 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1624364.500000 Penalty: 4721.934082
	Iteration 41Q: 3 clusters Score -1624364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -1624366.625000 Penalty: 4721.934082
	Iteration 42Q: 3 clusters Score -1624367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1624371.500000 Penalty: 4721.934082
	Iteration 43Q: 3 clusters Score -1624372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1624374.125000 Penalty: 4721.934082
	Iteration 44Q: 3 clusters Score -1624374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -1624376.750000 Penalty: 4721.934082
	Iteration 45Q: 3 clusters Score -1624377 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -1624381.250000 Penalty: 4721.934082
	Iteration 46Q: 3 clusters Score -1624381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1624381.875000 Penalty: 4721.934082
	Iteration 47Q: 3 clusters Score -1624382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1624386.500000 Penalty: 4721.934082
	Iteration 48Q: 3 clusters Score -1624386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1624390.875000 Penalty: 4721.934082
	Iteration 49Q: 3 clusters Score -1624391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1624391.625000 Penalty: 4721.934082
	Iteration 50Q: 3 clusters Score -1624392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1624392.375000 Penalty: 4721.934082
	Iteration 51Q: 3 clusters Score -1624392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1624393.875000 Penalty: 4721.934082
	Iteration 52Q: 3 clusters Score -1624394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1624393.875000 Penalty: 4721.934082
	Iteration 53Q: 3 clusters Score -1624394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1624394.000000 Penalty: 4721.934082
	Iteration 54Q: 3 clusters Score -1624394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12289 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1624399.000000 Penalty: 4721.934082
	Iteration 55Q: 3 clusters Score -1624399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1624398.125000 Penalty: 4721.934082
	Iteration 56Q: 3 clusters Score -1624398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1624398.125000 Penalty: 4721.934082
	Iteration 57F: 3 clusters Score -1624398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -137435.171875 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -137435.2 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 879 members 
Entering Unmasked Estep 
Score: -135086.578125 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -135086.6 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -135652.250000 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -135652.2 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -135841.703125 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -135841.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -136049.812500 Penalty: 3711.131104
	Iteration 3F: 3 clusters Score -136049.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -136219.031250 Penalty: 3711.131104
	Iteration 4F: 3 clusters Score -136219 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -136329.453125 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -136329.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -136397.062500 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -136397.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -136450.687500 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -136450.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -136482.515625 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -136482.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -136506.796875 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -136506.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -136532.546875 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -136532.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -136558.156250 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -136558.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -136567.390625 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -136567.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -136569.281250 Penalty: 3711.131104
	Iteration 13Q: 3 clusters Score -136569.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136572.437500 Penalty: 3711.131104
	Iteration 14Q: 3 clusters Score -136572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -136575.718750 Penalty: 3711.131104
	Iteration 15Q: 3 clusters Score -136575.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136578.812500 Penalty: 3711.131104
	Iteration 16Q: 3 clusters Score -136578.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136582.750000 Penalty: 3711.131104
	Iteration 17Q: 3 clusters Score -136582.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -136584.750000 Penalty: 3711.131104
	Iteration 18Q: 3 clusters Score -136584.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136590.062500 Penalty: 3711.131104
	Iteration 19Q: 3 clusters Score -136590.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -136593.718750 Penalty: 3711.131104
	Iteration 20F: 3 clusters Score -136593.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -136597.718750 Penalty: 3711.131104
	Iteration 21Q: 3 clusters Score -136597.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -136602.281250 Penalty: 3711.131104
	Iteration 22Q: 3 clusters Score -136602.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136605.046875 Penalty: 3711.131104
	Iteration 23Q: 3 clusters Score -136605 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136610.812500 Penalty: 3711.131104
	Iteration 24Q: 3 clusters Score -136610.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136612.062500 Penalty: 3711.131104
	Iteration 25Q: 3 clusters Score -136612.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136617.312500 Penalty: 3711.131104
	Iteration 26Q: 3 clusters Score -136617.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -136618.734375 Penalty: 3711.131104
	Iteration 27Q: 3 clusters Score -136618.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136619.171875 Penalty: 3711.131104
	Iteration 28Q: 3 clusters Score -136619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -136619.171875 Penalty: 3711.131104
	Iteration 29F: 3 clusters Score -136619.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16882 members 
Mstep: Class 4 contains 188644 members 
Mstep: Class 5 contains 157285 members 
Mstep: Class 6 contains 9975 members 
Mstep: Class 7 contains 3625 members 
Mstep: Class 8 contains 2675 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 35784 members 
Mstep: Class 11 contains 34689 members 
Mstep: Class 12 contains 52205 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91554 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 12094 members 
Mstep: Class 17 contains 8754 members 
Mstep: Class 18 contains 195324 members 
Mstep: Class 19 contains 57333 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 178805 members 
Mstep: Class 23 contains 23829 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8817 members 
Mstep: Class 27 contains 19578 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13630 members 
Mstep: Class 30 contains 1776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161479888.000000 Penalty: 108902.257812
Iteration 319Q: 32 clusters Score -1.614799e+08 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16880 members 
Mstep: Class 4 contains 188804 members 
Mstep: Class 5 contains 157643 members 
Mstep: Class 6 contains 10902 members 
Mstep: Class 7 contains 3630 members 
Mstep: Class 8 contains 2674 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 35792 members 
Mstep: Class 11 contains 34688 members 
Mstep: Class 12 contains 52230 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91660 members 
Mstep: Class 15 contains 19760 members 
Mstep: Class 16 contains 12096 members 
Mstep: Class 17 contains 8755 members 
Mstep: Class 18 contains 195642 members 
Mstep: Class 19 contains 57344 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179323 members 
Mstep: Class 23 contains 23828 members 
Mstep: Class 24 contains 2230 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8823 members 
Mstep: Class 27 contains 19548 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13621 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 247010 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161479920.000000 Penalty: 108902.257812
Iteration 320F: 32 clusters Score -1.614799e+08 nChanged 5256
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16855 members 
Mstep: Class 4 contains 188383 members 
Mstep: Class 5 contains 157447 members 
Mstep: Class 6 contains 11552 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 2667 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 35751 members 
Mstep: Class 11 contains 34679 members 
Mstep: Class 12 contains 52124 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 91176 members 
Mstep: Class 15 contains 19754 members 
Mstep: Class 16 contains 12098 members 
Mstep: Class 17 contains 8754 members 
Mstep: Class 18 contains 195453 members 
Mstep: Class 19 contains 57189 members 
Mstep: Class 20 contains 12225 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179296 members 
Mstep: Class 23 contains 23824 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8826 members 
Mstep: Class 27 contains 19513 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13608 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 248061 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161481152.000000 Penalty: 108902.257812
Iteration 321Q: 32 clusters Score -1.614812e+08 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16837 members 
Mstep: Class 4 contains 188016 members 
Mstep: Class 5 contains 157398 members 
Mstep: Class 6 contains 12169 members 
Mstep: Class 7 contains 3627 members 
Mstep: Class 8 contains 2659 members 
Mstep: Class 9 contains 9063 members 
Mstep: Class 10 contains 35711 members 
Mstep: Class 11 contains 34678 members 
Mstep: Class 12 contains 52042 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90614 members 
Mstep: Class 15 contains 19750 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 8757 members 
Mstep: Class 18 contains 195280 members 
Mstep: Class 19 contains 57080 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179340 members 
Mstep: Class 23 contains 23824 members 
Mstep: Class 24 contains 2227 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8833 members 
Mstep: Class 27 contains 19470 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13599 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 248829 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161481584.000000 Penalty: 108902.257812
Iteration 322Q: 32 clusters Score -1.614816e+08 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16823 members 
Mstep: Class 4 contains 187701 members 
Mstep: Class 5 contains 157398 members 
Mstep: Class 6 contains 12728 members 
Mstep: Class 7 contains 3631 members 
Mstep: Class 8 contains 2657 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 35676 members 
Mstep: Class 11 contains 34681 members 
Mstep: Class 12 contains 51986 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 90066 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 8758 members 
Mstep: Class 18 contains 195167 members 
Mstep: Class 19 contains 57008 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179329 members 
Mstep: Class 23 contains 23826 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8841 members 
Mstep: Class 27 contains 19422 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13574 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 249472 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161482144.000000 Penalty: 108902.257812
Iteration 323Q: 32 clusters Score -1.614821e+08 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16813 members 
Mstep: Class 4 contains 187409 members 
Mstep: Class 5 contains 157410 members 
Mstep: Class 6 contains 13228 members 
Mstep: Class 7 contains 3626 members 
Mstep: Class 8 contains 2649 members 
Mstep: Class 9 contains 9064 members 
Mstep: Class 10 contains 35640 members 
Mstep: Class 11 contains 34681 members 
Mstep: Class 12 contains 51927 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89567 members 
Mstep: Class 15 contains 19751 members 
Mstep: Class 16 contains 12100 members 
Mstep: Class 17 contains 8758 members 
Mstep: Class 18 contains 195102 members 
Mstep: Class 19 contains 56937 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179301 members 
Mstep: Class 23 contains 23829 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8848 members 
Mstep: Class 27 contains 19376 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13553 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 250079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161482624.000000 Penalty: 108902.257812
Iteration 324Q: 32 clusters Score -1.614826e+08 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16803 members 
Mstep: Class 4 contains 187140 members 
Mstep: Class 5 contains 157425 members 
Mstep: Class 6 contains 13707 members 
Mstep: Class 7 contains 3620 members 
Mstep: Class 8 contains 2646 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 35618 members 
Mstep: Class 11 contains 34682 members 
Mstep: Class 12 contains 51876 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 89084 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 12101 members 
Mstep: Class 17 contains 8756 members 
Mstep: Class 18 contains 195013 members 
Mstep: Class 19 contains 56874 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179265 members 
Mstep: Class 23 contains 23832 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8851 members 
Mstep: Class 27 contains 19320 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13530 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 250683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161482992.000000 Penalty: 108902.257812
Iteration 325Q: 32 clusters Score -1.61483e+08 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16796 members 
Mstep: Class 4 contains 186858 members 
Mstep: Class 5 contains 157457 members 
Mstep: Class 6 contains 14157 members 
Mstep: Class 7 contains 3619 members 
Mstep: Class 8 contains 2644 members 
Mstep: Class 9 contains 9065 members 
Mstep: Class 10 contains 35600 members 
Mstep: Class 11 contains 34690 members 
Mstep: Class 12 contains 51829 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88612 members 
Mstep: Class 15 contains 19745 members 
Mstep: Class 16 contains 12102 members 
Mstep: Class 17 contains 8756 members 
Mstep: Class 18 contains 194940 members 
Mstep: Class 19 contains 56816 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179150 members 
Mstep: Class 23 contains 23831 members 
Mstep: Class 24 contains 2220 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8854 members 
Mstep: Class 27 contains 19280 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13514 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 251332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161482912.000000 Penalty: 108902.257812
Iteration 326Q: 32 clusters Score -1.614829e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16784 members 
Mstep: Class 4 contains 186624 members 
Mstep: Class 5 contains 157464 members 
Mstep: Class 6 contains 14582 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 2643 members 
Mstep: Class 9 contains 9066 members 
Mstep: Class 10 contains 35585 members 
Mstep: Class 11 contains 34693 members 
Mstep: Class 12 contains 51768 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 88128 members 
Mstep: Class 15 contains 19745 members 
Mstep: Class 16 contains 12102 members 
Mstep: Class 17 contains 8754 members 
Mstep: Class 18 contains 194848 members 
Mstep: Class 19 contains 56757 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 179034 members 
Mstep: Class 23 contains 23832 members 
Mstep: Class 24 contains 2220 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8859 members 
Mstep: Class 27 contains 19235 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13501 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 252034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161483040.000000 Penalty: 108902.257812
Iteration 327Q: 32 clusters Score -1.61483e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16775 members 
Mstep: Class 4 contains 186421 members 
Mstep: Class 5 contains 157463 members 
Mstep: Class 6 contains 15017 members 
Mstep: Class 7 contains 3617 members 
Mstep: Class 8 contains 2640 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 35562 members 
Mstep: Class 11 contains 34689 members 
Mstep: Class 12 contains 51719 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87641 members 
Mstep: Class 15 contains 19750 members 
Mstep: Class 16 contains 12102 members 
Mstep: Class 17 contains 8754 members 
Mstep: Class 18 contains 194718 members 
Mstep: Class 19 contains 56690 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 178885 members 
Mstep: Class 23 contains 23835 members 
Mstep: Class 24 contains 2221 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8866 members 
Mstep: Class 27 contains 19188 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13482 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 252789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161483968.000000 Penalty: 108902.257812
Iteration 328Q: 32 clusters Score -1.61484e+08 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16767 members 
Mstep: Class 4 contains 186189 members 
Mstep: Class 5 contains 157460 members 
Mstep: Class 6 contains 15471 members 
Mstep: Class 7 contains 3616 members 
Mstep: Class 8 contains 2639 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 35524 members 
Mstep: Class 11 contains 34686 members 
Mstep: Class 12 contains 51678 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 87147 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 12102 members 
Mstep: Class 17 contains 8752 members 
Mstep: Class 18 contains 194601 members 
Mstep: Class 19 contains 56628 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 178737 members 
Mstep: Class 23 contains 23836 members 
Mstep: Class 24 contains 2219 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8879 members 
Mstep: Class 27 contains 19148 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13463 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 253551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484128.000000 Penalty: 108902.257812
Iteration 329Q: 32 clusters Score -1.614841e+08 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16762 members 
Mstep: Class 4 contains 185976 members 
Mstep: Class 5 contains 157449 members 
Mstep: Class 6 contains 15887 members 
Mstep: Class 7 contains 3615 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 35492 members 
Mstep: Class 11 contains 34687 members 
Mstep: Class 12 contains 51638 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 86713 members 
Mstep: Class 15 contains 19747 members 
Mstep: Class 16 contains 12102 members 
Mstep: Class 17 contains 8750 members 
Mstep: Class 18 contains 194435 members 
Mstep: Class 19 contains 56559 members 
Mstep: Class 20 contains 12232 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 178532 members 
Mstep: Class 23 contains 23836 members 
Mstep: Class 24 contains 2217 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8886 members 
Mstep: Class 27 contains 19101 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13444 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 254409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484640.000000 Penalty: 108902.257812
Iteration 330Q: 32 clusters Score -1.614846e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16754 members 
Mstep: Class 4 contains 185792 members 
Mstep: Class 5 contains 157451 members 
Mstep: Class 6 contains 16254 members 
Mstep: Class 7 contains 3612 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 35460 members 
Mstep: Class 11 contains 34687 members 
Mstep: Class 12 contains 51595 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 86323 members 
Mstep: Class 15 contains 19750 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 8751 members 
Mstep: Class 18 contains 194268 members 
Mstep: Class 19 contains 56485 members 
Mstep: Class 20 contains 12232 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 178282 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8899 members 
Mstep: Class 27 contains 19051 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13419 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 255277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484912.000000 Penalty: 108902.257812
Iteration 331Q: 32 clusters Score -1.614849e+08 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16742 members 
Mstep: Class 4 contains 185600 members 
Mstep: Class 5 contains 157443 members 
Mstep: Class 6 contains 16625 members 
Mstep: Class 7 contains 3613 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 35445 members 
Mstep: Class 11 contains 34688 members 
Mstep: Class 12 contains 51543 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 85958 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 194110 members 
Mstep: Class 19 contains 56406 members 
Mstep: Class 20 contains 12232 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 178075 members 
Mstep: Class 23 contains 23840 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8915 members 
Mstep: Class 27 contains 19002 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13385 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 256088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485376.000000 Penalty: 108902.257812
Iteration 332Q: 32 clusters Score -1.614854e+08 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16723 members 
Mstep: Class 4 contains 185392 members 
Mstep: Class 5 contains 157449 members 
Mstep: Class 6 contains 16960 members 
Mstep: Class 7 contains 3608 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 9068 members 
Mstep: Class 10 contains 35424 members 
Mstep: Class 11 contains 34687 members 
Mstep: Class 12 contains 51486 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 85629 members 
Mstep: Class 15 contains 19747 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 8748 members 
Mstep: Class 18 contains 193999 members 
Mstep: Class 19 contains 56338 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 177912 members 
Mstep: Class 23 contains 23841 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8927 members 
Mstep: Class 27 contains 18938 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13354 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 256843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485472.000000 Penalty: 108902.257812
Iteration 333Q: 32 clusters Score -1.614855e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16701 members 
Mstep: Class 4 contains 185185 members 
Mstep: Class 5 contains 157442 members 
Mstep: Class 6 contains 17271 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 9072 members 
Mstep: Class 10 contains 35392 members 
Mstep: Class 11 contains 34688 members 
Mstep: Class 12 contains 51450 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 85317 members 
Mstep: Class 15 contains 19748 members 
Mstep: Class 16 contains 12103 members 
Mstep: Class 17 contains 8749 members 
Mstep: Class 18 contains 193818 members 
Mstep: Class 19 contains 56275 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 177784 members 
Mstep: Class 23 contains 23843 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8938 members 
Mstep: Class 27 contains 18879 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13334 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 257615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485312.000000 Penalty: 108902.257812
Iteration 334Q: 32 clusters Score -1.614853e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16695 members 
Mstep: Class 4 contains 184998 members 
Mstep: Class 5 contains 157403 members 
Mstep: Class 6 contains 17584 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 2628 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 35369 members 
Mstep: Class 11 contains 34687 members 
Mstep: Class 12 contains 51420 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 84999 members 
Mstep: Class 15 contains 19750 members 
Mstep: Class 16 contains 12104 members 
Mstep: Class 17 contains 8748 members 
Mstep: Class 18 contains 193642 members 
Mstep: Class 19 contains 56222 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 177665 members 
Mstep: Class 23 contains 23839 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8942 members 
Mstep: Class 27 contains 18823 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13321 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 258348 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486064.000000 Penalty: 108902.257812
Iteration 335Q: 32 clusters Score -1.614861e+08 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16688 members 
Mstep: Class 4 contains 184788 members 
Mstep: Class 5 contains 157409 members 
Mstep: Class 6 contains 17855 members 
Mstep: Class 7 contains 3603 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 9 contains 9079 members 
Mstep: Class 10 contains 35346 members 
Mstep: Class 11 contains 34689 members 
Mstep: Class 12 contains 51406 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 84708 members 
Mstep: Class 15 contains 19747 members 
Mstep: Class 16 contains 12106 members 
Mstep: Class 17 contains 8746 members 
Mstep: Class 18 contains 193446 members 
Mstep: Class 19 contains 56155 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 177524 members 
Mstep: Class 23 contains 23841 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8946 members 
Mstep: Class 27 contains 18753 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13321 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 259108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486560.000000 Penalty: 108902.257812
Iteration 336Q: 32 clusters Score -1.614866e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16687 members 
Mstep: Class 4 contains 184576 members 
Mstep: Class 5 contains 157394 members 
Mstep: Class 6 contains 18109 members 
Mstep: Class 7 contains 3600 members 
Mstep: Class 8 contains 2632 members 
Mstep: Class 9 contains 9079 members 
Mstep: Class 10 contains 35326 members 
Mstep: Class 11 contains 34692 members 
Mstep: Class 12 contains 51376 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 84446 members 
Mstep: Class 15 contains 19749 members 
Mstep: Class 16 contains 12106 members 
Mstep: Class 17 contains 8744 members 
Mstep: Class 18 contains 193285 members 
Mstep: Class 19 contains 56099 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 177415 members 
Mstep: Class 23 contains 23843 members 
Mstep: Class 24 contains 2215 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8946 members 
Mstep: Class 27 contains 18675 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13314 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 259825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486624.000000 Penalty: 108902.257812
Iteration 337Q: 32 clusters Score -1.614866e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16677 members 
Mstep: Class 4 contains 184343 members 
Mstep: Class 5 contains 157367 members 
Mstep: Class 6 contains 18335 members 
Mstep: Class 7 contains 3598 members 
Mstep: Class 8 contains 2634 members 
Mstep: Class 9 contains 9079 members 
Mstep: Class 10 contains 35317 members 
Mstep: Class 11 contains 34693 members 
Mstep: Class 12 contains 51352 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 84245 members 
Mstep: Class 15 contains 19754 members 
Mstep: Class 16 contains 12107 members 
Mstep: Class 17 contains 8740 members 
Mstep: Class 18 contains 193165 members 
Mstep: Class 19 contains 56041 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 177306 members 
Mstep: Class 23 contains 23845 members 
Mstep: Class 24 contains 2215 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8949 members 
Mstep: Class 27 contains 18590 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13305 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 260509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486944.000000 Penalty: 108902.257812
Iteration 338Q: 32 clusters Score -1.614869e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16667 members 
Mstep: Class 4 contains 184109 members 
Mstep: Class 5 contains 157335 members 
Mstep: Class 6 contains 18549 members 
Mstep: Class 7 contains 3597 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 9081 members 
Mstep: Class 10 contains 35308 members 
Mstep: Class 11 contains 34696 members 
Mstep: Class 12 contains 51317 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 84048 members 
Mstep: Class 15 contains 19756 members 
Mstep: Class 16 contains 12109 members 
Mstep: Class 17 contains 8741 members 
Mstep: Class 18 contains 193057 members 
Mstep: Class 19 contains 55973 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 177191 members 
Mstep: Class 23 contains 23840 members 
Mstep: Class 24 contains 2215 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8957 members 
Mstep: Class 27 contains 18512 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13290 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 261209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487200.000000 Penalty: 108902.257812
Iteration 339Q: 32 clusters Score -1.614872e+08 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16655 members 
Mstep: Class 4 contains 183869 members 
Mstep: Class 5 contains 157277 members 
Mstep: Class 6 contains 18718 members 
Mstep: Class 7 contains 3595 members 
Mstep: Class 8 contains 2633 members 
Mstep: Class 9 contains 9085 members 
Mstep: Class 10 contains 35287 members 
Mstep: Class 11 contains 34691 members 
Mstep: Class 12 contains 51283 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 83890 members 
Mstep: Class 15 contains 19759 members 
Mstep: Class 16 contains 12110 members 
Mstep: Class 17 contains 8739 members 
Mstep: Class 18 contains 192972 members 
Mstep: Class 19 contains 55906 members 
Mstep: Class 20 contains 12235 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 177105 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 2215 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8964 members 
Mstep: Class 27 contains 18430 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13286 members 
Mstep: Class 30 contains 1776 members 
Mstep: Class 31 contains 261897 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487744.000000 Penalty: 108902.257812
Iteration 340F: 32 clusters Score -1.614877e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16645 members 
Mstep: Class 4 contains 183681 members 
Mstep: Class 5 contains 157168 members 
Mstep: Class 6 contains 19013 members 
Mstep: Class 7 contains 3593 members 
Mstep: Class 8 contains 2631 members 
Mstep: Class 9 contains 9085 members 
Mstep: Class 10 contains 35269 members 
Mstep: Class 11 contains 34691 members 
Mstep: Class 12 contains 51260 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 83628 members 
Mstep: Class 15 contains 19764 members 
Mstep: Class 16 contains 12110 members 
Mstep: Class 17 contains 8740 members 
Mstep: Class 18 contains 192896 members 
Mstep: Class 19 contains 55857 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 176961 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 2215 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8967 members 
Mstep: Class 27 contains 18369 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13284 members 
Mstep: Class 30 contains 1777 members 
Mstep: Class 31 contains 262565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488272.000000 Penalty: 108902.257812
Iteration 341Q: 32 clusters Score -1.614883e+08 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16638 members 
Mstep: Class 4 contains 183494 members 
Mstep: Class 5 contains 157124 members 
Mstep: Class 6 contains 19291 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 2630 members 
Mstep: Class 9 contains 9086 members 
Mstep: Class 10 contains 35248 members 
Mstep: Class 11 contains 34694 members 
Mstep: Class 12 contains 51236 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 83369 members 
Mstep: Class 15 contains 19766 members 
Mstep: Class 16 contains 12110 members 
Mstep: Class 17 contains 8741 members 
Mstep: Class 18 contains 192808 members 
Mstep: Class 19 contains 55807 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 176769 members 
Mstep: Class 23 contains 23835 members 
Mstep: Class 24 contains 2215 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8968 members 
Mstep: Class 27 contains 18317 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13277 members 
Mstep: Class 30 contains 1778 members 
Mstep: Class 31 contains 263240 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488560.000000 Penalty: 108902.257812
Iteration 342Q: 32 clusters Score -1.614886e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16632 members 
Mstep: Class 4 contains 183319 members 
Mstep: Class 5 contains 157059 members 
Mstep: Class 6 contains 19565 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 9086 members 
Mstep: Class 10 contains 35224 members 
Mstep: Class 11 contains 34698 members 
Mstep: Class 12 contains 51193 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 83132 members 
Mstep: Class 15 contains 19765 members 
Mstep: Class 16 contains 12109 members 
Mstep: Class 17 contains 8739 members 
Mstep: Class 18 contains 192713 members 
Mstep: Class 19 contains 55748 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 176561 members 
Mstep: Class 23 contains 23834 members 
Mstep: Class 24 contains 2214 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8977 members 
Mstep: Class 27 contains 18261 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13272 members 
Mstep: Class 30 contains 1779 members 
Mstep: Class 31 contains 263955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488528.000000 Penalty: 108902.257812
Iteration 343Q: 32 clusters Score -1.614885e+08 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16630 members 
Mstep: Class 4 contains 183102 members 
Mstep: Class 5 contains 157055 members 
Mstep: Class 6 contains 19818 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 9085 members 
Mstep: Class 10 contains 35213 members 
Mstep: Class 11 contains 34700 members 
Mstep: Class 12 contains 51158 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 82907 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 12108 members 
Mstep: Class 17 contains 8738 members 
Mstep: Class 18 contains 192579 members 
Mstep: Class 19 contains 55699 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 176366 members 
Mstep: Class 23 contains 23832 members 
Mstep: Class 24 contains 2215 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8986 members 
Mstep: Class 27 contains 18204 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13265 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 264665 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488640.000000 Penalty: 108902.257812
Iteration 344Q: 32 clusters Score -1.614886e+08 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16629 members 
Mstep: Class 4 contains 182890 members 
Mstep: Class 5 contains 157047 members 
Mstep: Class 6 contains 20057 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 2626 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 35190 members 
Mstep: Class 11 contains 34702 members 
Mstep: Class 12 contains 51132 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 82686 members 
Mstep: Class 15 contains 19762 members 
Mstep: Class 16 contains 12110 members 
Mstep: Class 17 contains 8738 members 
Mstep: Class 18 contains 192487 members 
Mstep: Class 19 contains 55659 members 
Mstep: Class 20 contains 12235 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 176156 members 
Mstep: Class 23 contains 23829 members 
Mstep: Class 24 contains 2215 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 8989 members 
Mstep: Class 27 contains 18138 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13253 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 265367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488944.000000 Penalty: 108902.257812
Iteration 345Q: 32 clusters Score -1.614889e+08 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16614 members 
Mstep: Class 4 contains 182673 members 
Mstep: Class 5 contains 157023 members 
Mstep: Class 6 contains 20282 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 35168 members 
Mstep: Class 11 contains 34702 members 
Mstep: Class 12 contains 51100 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 82485 members 
Mstep: Class 15 contains 19757 members 
Mstep: Class 16 contains 12110 members 
Mstep: Class 17 contains 8736 members 
Mstep: Class 18 contains 192428 members 
Mstep: Class 19 contains 55628 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 175939 members 
Mstep: Class 23 contains 23829 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9000 members 
Mstep: Class 27 contains 18058 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13252 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 266076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161489008.000000 Penalty: 108902.257812
Iteration 346Q: 32 clusters Score -1.61489e+08 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16602 members 
Mstep: Class 4 contains 182464 members 
Mstep: Class 5 contains 156995 members 
Mstep: Class 6 contains 20479 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 2625 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 35143 members 
Mstep: Class 11 contains 34703 members 
Mstep: Class 12 contains 51061 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 82302 members 
Mstep: Class 15 contains 19759 members 
Mstep: Class 16 contains 12110 members 
Mstep: Class 17 contains 8737 members 
Mstep: Class 18 contains 192336 members 
Mstep: Class 19 contains 55594 members 
Mstep: Class 20 contains 12239 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 175762 members 
Mstep: Class 23 contains 23832 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9002 members 
Mstep: Class 27 contains 17997 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13250 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 266768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161489584.000000 Penalty: 108902.257812
Iteration 347Q: 32 clusters Score -1.614896e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16594 members 
Mstep: Class 4 contains 182241 members 
Mstep: Class 5 contains 156982 members 
Mstep: Class 6 contains 20681 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 35123 members 
Mstep: Class 11 contains 34708 members 
Mstep: Class 12 contains 51032 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 82114 members 
Mstep: Class 15 contains 19759 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8735 members 
Mstep: Class 18 contains 192225 members 
Mstep: Class 19 contains 55556 members 
Mstep: Class 20 contains 12241 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 175546 members 
Mstep: Class 23 contains 23833 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9007 members 
Mstep: Class 27 contains 17953 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13239 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 267490 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490112.000000 Penalty: 108902.257812
Iteration 348Q: 32 clusters Score -1.614901e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16583 members 
Mstep: Class 4 contains 182037 members 
Mstep: Class 5 contains 156920 members 
Mstep: Class 6 contains 20873 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 2623 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 35116 members 
Mstep: Class 11 contains 34713 members 
Mstep: Class 12 contains 51012 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 81937 members 
Mstep: Class 15 contains 19756 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8728 members 
Mstep: Class 18 contains 192156 members 
Mstep: Class 19 contains 55502 members 
Mstep: Class 20 contains 12244 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 175320 members 
Mstep: Class 23 contains 23837 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9013 members 
Mstep: Class 27 contains 17911 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13231 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 268189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490368.000000 Penalty: 108902.257812
Iteration 349Q: 32 clusters Score -1.614904e+08 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16566 members 
Mstep: Class 4 contains 181867 members 
Mstep: Class 5 contains 156856 members 
Mstep: Class 6 contains 21074 members 
Mstep: Class 7 contains 3591 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 35095 members 
Mstep: Class 11 contains 34704 members 
Mstep: Class 12 contains 50993 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 81760 members 
Mstep: Class 15 contains 19754 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8726 members 
Mstep: Class 18 contains 192119 members 
Mstep: Class 19 contains 55454 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 175111 members 
Mstep: Class 23 contains 23839 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9028 members 
Mstep: Class 27 contains 17850 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13241 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 268828 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490592.000000 Penalty: 108902.257812
Iteration 350Q: 32 clusters Score -1.614906e+08 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16556 members 
Mstep: Class 4 contains 181723 members 
Mstep: Class 5 contains 156784 members 
Mstep: Class 6 contains 21258 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 35079 members 
Mstep: Class 11 contains 34703 members 
Mstep: Class 12 contains 50985 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 81578 members 
Mstep: Class 15 contains 19752 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8725 members 
Mstep: Class 18 contains 192050 members 
Mstep: Class 19 contains 55417 members 
Mstep: Class 20 contains 12244 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 174875 members 
Mstep: Class 23 contains 23841 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9047 members 
Mstep: Class 27 contains 17789 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13241 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 269482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490640.000000 Penalty: 108902.257812
Iteration 351Q: 32 clusters Score -1.614906e+08 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16546 members 
Mstep: Class 4 contains 181580 members 
Mstep: Class 5 contains 156748 members 
Mstep: Class 6 contains 21430 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2618 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 35068 members 
Mstep: Class 11 contains 34703 members 
Mstep: Class 12 contains 50974 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 81420 members 
Mstep: Class 15 contains 19747 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8724 members 
Mstep: Class 18 contains 191996 members 
Mstep: Class 19 contains 55392 members 
Mstep: Class 20 contains 12244 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 174650 members 
Mstep: Class 23 contains 23841 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9058 members 
Mstep: Class 27 contains 17729 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13239 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 270058 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491024.000000 Penalty: 108902.257812
Iteration 352Q: 32 clusters Score -1.61491e+08 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16535 members 
Mstep: Class 4 contains 181436 members 
Mstep: Class 5 contains 156710 members 
Mstep: Class 6 contains 21586 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2620 members 
Mstep: Class 9 contains 9083 members 
Mstep: Class 10 contains 35054 members 
Mstep: Class 11 contains 34707 members 
Mstep: Class 12 contains 50971 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 81274 members 
Mstep: Class 15 contains 19746 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8726 members 
Mstep: Class 18 contains 191941 members 
Mstep: Class 19 contains 55353 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 174414 members 
Mstep: Class 23 contains 23843 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9066 members 
Mstep: Class 27 contains 17686 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13229 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 270646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491104.000000 Penalty: 108902.257812
Iteration 353Q: 32 clusters Score -1.614911e+08 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16520 members 
Mstep: Class 4 contains 181275 members 
Mstep: Class 5 contains 156717 members 
Mstep: Class 6 contains 21759 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 2621 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 35039 members 
Mstep: Class 11 contains 34711 members 
Mstep: Class 12 contains 50956 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 81111 members 
Mstep: Class 15 contains 19750 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8723 members 
Mstep: Class 18 contains 191917 members 
Mstep: Class 19 contains 55316 members 
Mstep: Class 20 contains 12242 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 174161 members 
Mstep: Class 23 contains 23844 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9070 members 
Mstep: Class 27 contains 17644 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13231 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 271196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491584.000000 Penalty: 108902.257812
Iteration 354Q: 32 clusters Score -1.614916e+08 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16509 members 
Mstep: Class 4 contains 181131 members 
Mstep: Class 5 contains 156718 members 
Mstep: Class 6 contains 21919 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 35019 members 
Mstep: Class 11 contains 34715 members 
Mstep: Class 12 contains 50959 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 80956 members 
Mstep: Class 15 contains 19748 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8722 members 
Mstep: Class 18 contains 191905 members 
Mstep: Class 19 contains 55283 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 173920 members 
Mstep: Class 23 contains 23844 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9075 members 
Mstep: Class 27 contains 17584 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13225 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 271721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491552.000000 Penalty: 108902.257812
Iteration 355Q: 32 clusters Score -1.614916e+08 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16499 members 
Mstep: Class 4 contains 180991 members 
Mstep: Class 5 contains 156722 members 
Mstep: Class 6 contains 22062 members 
Mstep: Class 7 contains 3592 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 34998 members 
Mstep: Class 11 contains 34714 members 
Mstep: Class 12 contains 50958 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 80811 members 
Mstep: Class 15 contains 19746 members 
Mstep: Class 16 contains 12112 members 
Mstep: Class 17 contains 8720 members 
Mstep: Class 18 contains 191924 members 
Mstep: Class 19 contains 55246 members 
Mstep: Class 20 contains 12242 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 173671 members 
Mstep: Class 23 contains 23841 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9086 members 
Mstep: Class 27 contains 17531 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13219 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 272224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491904.000000 Penalty: 108902.257812
Iteration 356Q: 32 clusters Score -1.614919e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16485 members 
Mstep: Class 4 contains 180858 members 
Mstep: Class 5 contains 156737 members 
Mstep: Class 6 contains 22203 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 2616 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 34979 members 
Mstep: Class 11 contains 34714 members 
Mstep: Class 12 contains 50954 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 80675 members 
Mstep: Class 15 contains 19753 members 
Mstep: Class 16 contains 12112 members 
Mstep: Class 17 contains 8721 members 
Mstep: Class 18 contains 191916 members 
Mstep: Class 19 contains 55205 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 173451 members 
Mstep: Class 23 contains 23841 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9097 members 
Mstep: Class 27 contains 17486 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13210 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 272691 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491808.000000 Penalty: 108902.257812
Iteration 357Q: 32 clusters Score -1.614918e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16469 members 
Mstep: Class 4 contains 180709 members 
Mstep: Class 5 contains 156762 members 
Mstep: Class 6 contains 22328 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 2617 members 
Mstep: Class 9 contains 9081 members 
Mstep: Class 10 contains 34962 members 
Mstep: Class 11 contains 34715 members 
Mstep: Class 12 contains 50940 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 80564 members 
Mstep: Class 15 contains 19752 members 
Mstep: Class 16 contains 12113 members 
Mstep: Class 17 contains 8720 members 
Mstep: Class 18 contains 191905 members 
Mstep: Class 19 contains 55154 members 
Mstep: Class 20 contains 12241 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 173226 members 
Mstep: Class 23 contains 23841 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9113 members 
Mstep: Class 27 contains 17441 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13206 members 
Mstep: Class 30 contains 1780 members 
Mstep: Class 31 contains 273187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491824.000000 Penalty: 108902.257812
Iteration 358Q: 32 clusters Score -1.614918e+08 nChanged 1546
Entering ConstructFrom: 
Score: -161491824.000000 Penalty: 108902.257812
Entering ConstructFrom: 
Trying to split cluster 1 (8102 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Entering Unmasked Estep 
Score: -902179.937500 Penalty: 2231.966797
	Iteration 0F: 2 clusters Score -902179.9 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 4044 members 
Entering Unmasked Estep 
Score: -895716.125000 Penalty: 4463.933594
	Iteration 0F: 3 clusters Score -895716.1 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -897819.312500 Penalty: 4463.933594
	Iteration 1F: 3 clusters Score -897819.3 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -898415.562500 Penalty: 4463.933594
	Iteration 2F: 3 clusters Score -898415.6 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -898994.375000 Penalty: 4463.933594
	Iteration 3F: 3 clusters Score -898994.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -899491.562500 Penalty: 4463.933594
	Iteration 4F: 3 clusters Score -899491.6 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -899855.187500 Penalty: 4463.933594
	Iteration 5F: 3 clusters Score -899855.2 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -900155.250000 Penalty: 4463.933594
	Iteration 6F: 3 clusters Score -900155.2 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -900382.875000 Penalty: 4463.933594
	Iteration 7Q: 3 clusters Score -900382.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -900534.375000 Penalty: 4463.933594
	Iteration 8Q: 3 clusters Score -900534.4 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -900645.937500 Penalty: 4463.933594
	Iteration 9Q: 3 clusters Score -900645.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -900733.312500 Penalty: 4463.933594
	Iteration 10Q: 3 clusters Score -900733.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -900824.687500 Penalty: 4463.933594
	Iteration 11Q: 3 clusters Score -900824.7 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -900892.625000 Penalty: 4463.933594
	Iteration 12Q: 3 clusters Score -900892.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -900940.312500 Penalty: 4463.933594
	Iteration 13Q: 3 clusters Score -900940.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -900976.187500 Penalty: 4463.933594
	Iteration 14Q: 3 clusters Score -900976.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -901010.812500 Penalty: 4463.933594
	Iteration 15Q: 3 clusters Score -901010.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -901035.750000 Penalty: 4463.933594
	Iteration 16Q: 3 clusters Score -901035.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -901059.500000 Penalty: 4463.933594
	Iteration 17Q: 3 clusters Score -901059.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -901088.937500 Penalty: 4463.933594
	Iteration 18Q: 3 clusters Score -901088.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -901107.500000 Penalty: 4463.933594
	Iteration 19Q: 3 clusters Score -901107.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -901122.812500 Penalty: 4463.933594
	Iteration 20F: 3 clusters Score -901122.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -901136.562500 Penalty: 4463.933594
	Iteration 21Q: 3 clusters Score -901136.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -901142.187500 Penalty: 4463.933594
	Iteration 22Q: 3 clusters Score -901142.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -901147.000000 Penalty: 4463.933594
	Iteration 23Q: 3 clusters Score -901147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -901150.375000 Penalty: 4463.933594
	Iteration 24Q: 3 clusters Score -901150.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -901150.875000 Penalty: 4463.933594
	Iteration 25Q: 3 clusters Score -901150.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -901150.562500 Penalty: 4463.933594
	Iteration 26Q: 3 clusters Score -901150.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -901154.562500 Penalty: 4463.933594
	Iteration 27Q: 3 clusters Score -901154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -901156.937500 Penalty: 4463.933594
	Iteration 28Q: 3 clusters Score -901156.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -901155.375000 Penalty: 4463.933594
	Iteration 29Q: 3 clusters Score -901155.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -901159.125000 Penalty: 4463.933594
	Iteration 30Q: 3 clusters Score -901159.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -901161.000000 Penalty: 4463.933594
	Iteration 31Q: 3 clusters Score -901161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -901163.187500 Penalty: 4463.933594
	Iteration 32Q: 3 clusters Score -901163.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -901163.000000 Penalty: 4463.933594
	Iteration 33Q: 3 clusters Score -901163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -901163.875000 Penalty: 4463.933594
	Iteration 34Q: 3 clusters Score -901163.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7252 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -901163.875000 Penalty: 4463.933594
	Iteration 35F: 3 clusters Score -901163.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -52325.242188 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -52325.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -50694.175781 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -50694.18 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51198.800781 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -51198.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -51619.855469 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -51619.86 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -51873.269531 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -51873.27 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52007.476562 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -52007.48 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -52101.820312 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -52101.82 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52172.519531 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -52172.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52234.265625 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -52234.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -52275.277344 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -52275.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -52311.894531 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -52311.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -52333.148438 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -52333.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -52337.523438 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -52337.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -52337.523438 Penalty: 3218.645508
	Iteration 12F: 3 clusters Score -52337.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 532 members 
Mstep: Class 3 contains 16453 members 
Mstep: Class 4 contains 180560 members 
Mstep: Class 5 contains 156779 members 
Mstep: Class 6 contains 22451 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 9083 members 
Mstep: Class 10 contains 34951 members 
Mstep: Class 11 contains 34711 members 
Mstep: Class 12 contains 50924 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 19756 members 
Mstep: Class 16 contains 12112 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 191876 members 
Mstep: Class 19 contains 55099 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 173028 members 
Mstep: Class 23 contains 23843 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9121 members 
Mstep: Class 27 contains 17400 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13202 members 
Mstep: Class 30 contains 1781 members 
Mstep: Class 31 contains 273667 members 
Mstep: Class 32 contains 126 members 
Entering Unmasked Estep 
Score: -161489792.000000 Penalty: 112415.234375
Splitting cluster 2 changes total score from -161491824.000000 to -161489792.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (16453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Entering Unmasked Estep 
Score: -1821811.500000 Penalty: 2407.649414
	Iteration 0F: 2 clusters Score -1821812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 8191 members 
Entering Unmasked Estep 
Score: -1809915.250000 Penalty: 4815.298828
	Iteration 0F: 3 clusters Score -1809915 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1813938.000000 Penalty: 4815.298828
	Iteration 1F: 3 clusters Score -1813938 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -1814546.000000 Penalty: 4815.298828
	Iteration 2F: 3 clusters Score -1814546 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -1815143.875000 Penalty: 4815.298828
	Iteration 3F: 3 clusters Score -1815144 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -1815758.500000 Penalty: 4815.298828
	Iteration 4F: 3 clusters Score -1815758 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1816425.000000 Penalty: 4815.298828
	Iteration 5F: 3 clusters Score -1816425 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9789 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1817043.625000 Penalty: 4815.298828
	Iteration 6F: 3 clusters Score -1817044 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -1817662.375000 Penalty: 4815.298828
	Iteration 7Q: 3 clusters Score -1817662 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -1818223.250000 Penalty: 4815.298828
	Iteration 8Q: 3 clusters Score -1818223 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -1818644.375000 Penalty: 4815.298828
	Iteration 9Q: 3 clusters Score -1818644 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1818934.750000 Penalty: 4815.298828
	Iteration 10Q: 3 clusters Score -1818935 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -1819123.375000 Penalty: 4815.298828
	Iteration 11Q: 3 clusters Score -1819123 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1819262.375000 Penalty: 4815.298828
	Iteration 12Q: 3 clusters Score -1819262 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1819358.250000 Penalty: 4815.298828
	Iteration 13Q: 3 clusters Score -1819358 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1819416.125000 Penalty: 4815.298828
	Iteration 14Q: 3 clusters Score -1819416 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1819466.250000 Penalty: 4815.298828
	Iteration 15Q: 3 clusters Score -1819466 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1819503.875000 Penalty: 4815.298828
	Iteration 16Q: 3 clusters Score -1819504 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 6932 members 
Entering Unmasked Estep 
Score: -1819527.500000 Penalty: 4815.298828
	Iteration 17Q: 3 clusters Score -1819528 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1819549.250000 Penalty: 4815.298828
	Iteration 18Q: 3 clusters Score -1819549 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1819569.625000 Penalty: 4815.298828
	Iteration 19Q: 3 clusters Score -1819570 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1819597.625000 Penalty: 4815.298828
	Iteration 20F: 3 clusters Score -1819598 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -1819636.000000 Penalty: 4815.298828
	Iteration 21Q: 3 clusters Score -1819636 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1819667.000000 Penalty: 4815.298828
	Iteration 22Q: 3 clusters Score -1819667 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1819701.000000 Penalty: 4815.298828
	Iteration 23Q: 3 clusters Score -1819701 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -1819732.125000 Penalty: 4815.298828
	Iteration 24Q: 3 clusters Score -1819732 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -1819772.125000 Penalty: 4815.298828
	Iteration 25Q: 3 clusters Score -1819772 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1819806.125000 Penalty: 4815.298828
	Iteration 26Q: 3 clusters Score -1819806 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1819852.000000 Penalty: 4815.298828
	Iteration 27Q: 3 clusters Score -1819852 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -1819892.375000 Penalty: 4815.298828
	Iteration 28Q: 3 clusters Score -1819892 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -1819926.125000 Penalty: 4815.298828
	Iteration 29Q: 3 clusters Score -1819926 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8344 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1819963.625000 Penalty: 4815.298828
	Iteration 30Q: 3 clusters Score -1819964 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1820007.000000 Penalty: 4815.298828
	Iteration 31Q: 3 clusters Score -1820007 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1820053.750000 Penalty: 4815.298828
	Iteration 32Q: 3 clusters Score -1820054 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7954 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1820093.500000 Penalty: 4815.298828
	Iteration 33Q: 3 clusters Score -1820094 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1820131.125000 Penalty: 4815.298828
	Iteration 34Q: 3 clusters Score -1820131 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -1820172.625000 Penalty: 4815.298828
	Iteration 35Q: 3 clusters Score -1820173 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1820228.500000 Penalty: 4815.298828
	Iteration 36Q: 3 clusters Score -1820228 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 9058 members 
Entering Unmasked Estep 
Score: -1820281.375000 Penalty: 4815.298828
	Iteration 37Q: 3 clusters Score -1820281 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1820323.625000 Penalty: 4815.298828
	Iteration 38Q: 3 clusters Score -1820324 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1820356.500000 Penalty: 4815.298828
	Iteration 39Q: 3 clusters Score -1820356 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1820389.125000 Penalty: 4815.298828
	Iteration 40F: 3 clusters Score -1820389 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -1820415.750000 Penalty: 4815.298828
	Iteration 41Q: 3 clusters Score -1820416 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -1820443.750000 Penalty: 4815.298828
	Iteration 42Q: 3 clusters Score -1820444 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1820455.375000 Penalty: 4815.298828
	Iteration 43Q: 3 clusters Score -1820455 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1820470.750000 Penalty: 4815.298828
	Iteration 44Q: 3 clusters Score -1820471 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1820480.125000 Penalty: 4815.298828
	Iteration 45Q: 3 clusters Score -1820480 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1820487.625000 Penalty: 4815.298828
	Iteration 46Q: 3 clusters Score -1820488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 9954 members 
Entering Unmasked Estep 
Score: -1820497.125000 Penalty: 4815.298828
	Iteration 47Q: 3 clusters Score -1820497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -1820504.125000 Penalty: 4815.298828
	Iteration 48Q: 3 clusters Score -1820504 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1820514.500000 Penalty: 4815.298828
	Iteration 49Q: 3 clusters Score -1820514 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1820525.750000 Penalty: 4815.298828
	Iteration 50Q: 3 clusters Score -1820526 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 10149 members 
Entering Unmasked Estep 
Score: -1820529.000000 Penalty: 4815.298828
	Iteration 51Q: 3 clusters Score -1820529 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -1820540.750000 Penalty: 4815.298828
	Iteration 52Q: 3 clusters Score -1820541 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -1820549.000000 Penalty: 4815.298828
	Iteration 53Q: 3 clusters Score -1820549 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -1820549.125000 Penalty: 4815.298828
	Iteration 54Q: 3 clusters Score -1820549 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -1820552.875000 Penalty: 4815.298828
	Iteration 55Q: 3 clusters Score -1820553 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -1820565.625000 Penalty: 4815.298828
	Iteration 56Q: 3 clusters Score -1820566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -1820570.125000 Penalty: 4815.298828
	Iteration 57Q: 3 clusters Score -1820570 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -1820576.375000 Penalty: 4815.298828
	Iteration 58Q: 3 clusters Score -1820576 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -1820579.000000 Penalty: 4815.298828
	Iteration 59Q: 3 clusters Score -1820579 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1820574.375000 Penalty: 4815.298828
	Iteration 60F: 3 clusters Score -1820574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1820578.625000 Penalty: 4815.298828
	Iteration 61Q: 3 clusters Score -1820579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 10468 members 
Entering Unmasked Estep 
Score: -1820575.750000 Penalty: 4815.298828
	Iteration 62Q: 3 clusters Score -1820576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1820580.125000 Penalty: 4815.298828
	Iteration 63Q: 3 clusters Score -1820580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1820582.250000 Penalty: 4815.298828
	Iteration 64Q: 3 clusters Score -1820582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -1820588.875000 Penalty: 4815.298828
	Iteration 65Q: 3 clusters Score -1820589 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -1820586.875000 Penalty: 4815.298828
	Iteration 66Q: 3 clusters Score -1820587 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -1820588.375000 Penalty: 4815.298828
	Iteration 67Q: 3 clusters Score -1820588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -1820588.125000 Penalty: 4815.298828
	Iteration 68Q: 3 clusters Score -1820588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1820591.750000 Penalty: 4815.298828
	Iteration 69Q: 3 clusters Score -1820592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1820597.125000 Penalty: 4815.298828
	Iteration 70Q: 3 clusters Score -1820597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -1820596.625000 Penalty: 4815.298828
	Iteration 71Q: 3 clusters Score -1820597 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -1820603.250000 Penalty: 4815.298828
	Iteration 72Q: 3 clusters Score -1820603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -1820604.625000 Penalty: 4815.298828
	Iteration 73Q: 3 clusters Score -1820605 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -1820608.500000 Penalty: 4815.298828
	Iteration 74Q: 3 clusters Score -1820608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -1820608.250000 Penalty: 4815.298828
	Iteration 75Q: 3 clusters Score -1820608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -1820607.375000 Penalty: 4815.298828
	Iteration 76Q: 3 clusters Score -1820607 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1820611.500000 Penalty: 4815.298828
	Iteration 77Q: 3 clusters Score -1820612 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1820613.875000 Penalty: 4815.298828
	Iteration 78Q: 3 clusters Score -1820614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
Score: -1820617.250000 Penalty: 4815.298828
	Iteration 79Q: 3 clusters Score -1820617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -1820614.125000 Penalty: 4815.298828
	Iteration 80F: 3 clusters Score -1820614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -1820618.875000 Penalty: 4815.298828
	Iteration 81Q: 3 clusters Score -1820619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1820613.500000 Penalty: 4815.298828
	Iteration 82Q: 3 clusters Score -1820614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -1820617.875000 Penalty: 4815.298828
	Iteration 83Q: 3 clusters Score -1820618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1820623.750000 Penalty: 4815.298828
	Iteration 84Q: 3 clusters Score -1820624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -1820627.625000 Penalty: 4815.298828
	Iteration 85Q: 3 clusters Score -1820628 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1820629.250000 Penalty: 4815.298828
	Iteration 86Q: 3 clusters Score -1820629 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -1820635.750000 Penalty: 4815.298828
	Iteration 87Q: 3 clusters Score -1820636 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1820639.625000 Penalty: 4815.298828
	Iteration 88Q: 3 clusters Score -1820640 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1820640.625000 Penalty: 4815.298828
	Iteration 89Q: 3 clusters Score -1820641 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1820645.000000 Penalty: 4815.298828
	Iteration 90Q: 3 clusters Score -1820645 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -1820649.000000 Penalty: 4815.298828
	Iteration 91Q: 3 clusters Score -1820649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 10989 members 
Entering Unmasked Estep 
Score: -1820649.875000 Penalty: 4815.298828
	Iteration 92Q: 3 clusters Score -1820650 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -1820651.375000 Penalty: 4815.298828
	Iteration 93Q: 3 clusters Score -1820651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1820652.000000 Penalty: 4815.298828
	Iteration 94Q: 3 clusters Score -1820652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 11036 members 
Entering Unmasked Estep 
Score: -1820657.000000 Penalty: 4815.298828
	Iteration 95Q: 3 clusters Score -1820657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -1820654.375000 Penalty: 4815.298828
	Iteration 96Q: 3 clusters Score -1820654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1820653.875000 Penalty: 4815.298828
	Iteration 97Q: 3 clusters Score -1820654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1820656.500000 Penalty: 4815.298828
	Iteration 98Q: 3 clusters Score -1820656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1820658.500000 Penalty: 4815.298828
	Iteration 99Q: 3 clusters Score -1820658 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1820657.000000 Penalty: 4815.298828
	Iteration 100F: 3 clusters Score -1820657 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -1820656.875000 Penalty: 4815.298828
	Iteration 101Q: 3 clusters Score -1820657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -1820654.250000 Penalty: 4815.298828
	Iteration 102Q: 3 clusters Score -1820654 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 11116 members 
Entering Unmasked Estep 
Score: -1820659.625000 Penalty: 4815.298828
	Iteration 103Q: 3 clusters Score -1820660 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -1820662.250000 Penalty: 4815.298828
	Iteration 104Q: 3 clusters Score -1820662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1820667.000000 Penalty: 4815.298828
	Iteration 105Q: 3 clusters Score -1820667 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -1820663.250000 Penalty: 4815.298828
	Iteration 106Q: 3 clusters Score -1820663 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -1820672.875000 Penalty: 4815.298828
	Iteration 107Q: 3 clusters Score -1820673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -1820676.125000 Penalty: 4815.298828
	Iteration 108Q: 3 clusters Score -1820676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -1820677.250000 Penalty: 4815.298828
	Iteration 109Q: 3 clusters Score -1820677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 11208 members 
Entering Unmasked Estep 
Score: -1820675.625000 Penalty: 4815.298828
	Iteration 110Q: 3 clusters Score -1820676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1820677.625000 Penalty: 4815.298828
	Iteration 111Q: 3 clusters Score -1820678 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -1820680.875000 Penalty: 4815.298828
	Iteration 112Q: 3 clusters Score -1820681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1820682.625000 Penalty: 4815.298828
	Iteration 113Q: 3 clusters Score -1820683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1820689.750000 Penalty: 4815.298828
	Iteration 114Q: 3 clusters Score -1820690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -1820687.500000 Penalty: 4815.298828
	Iteration 115Q: 3 clusters Score -1820688 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1820685.000000 Penalty: 4815.298828
	Iteration 116Q: 3 clusters Score -1820685 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -1820684.875000 Penalty: 4815.298828
	Iteration 117Q: 3 clusters Score -1820685 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1820687.875000 Penalty: 4815.298828
	Iteration 118Q: 3 clusters Score -1820688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -1820691.125000 Penalty: 4815.298828
	Iteration 119Q: 3 clusters Score -1820691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -1820693.625000 Penalty: 4815.298828
	Iteration 120F: 3 clusters Score -1820694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1820696.625000 Penalty: 4815.298828
	Iteration 121Q: 3 clusters Score -1820697 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -1820695.625000 Penalty: 4815.298828
	Iteration 122Q: 3 clusters Score -1820696 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 11346 members 
Entering Unmasked Estep 
Score: -1820697.250000 Penalty: 4815.298828
	Iteration 123Q: 3 clusters Score -1820697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 11348 members 
Entering Unmasked Estep 
Score: -1820694.125000 Penalty: 4815.298828
	Iteration 124Q: 3 clusters Score -1820694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1820699.000000 Penalty: 4815.298828
	Iteration 125Q: 3 clusters Score -1820699 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 11354 members 
Entering Unmasked Estep 
Score: -1820698.000000 Penalty: 4815.298828
	Iteration 126Q: 3 clusters Score -1820698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -1820695.750000 Penalty: 4815.298828
	Iteration 127Q: 3 clusters Score -1820696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1820696.875000 Penalty: 4815.298828
	Iteration 128Q: 3 clusters Score -1820697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -1820696.875000 Penalty: 4815.298828
	Iteration 129F: 3 clusters Score -1820697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (180560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180560 members 
Entering Unmasked Estep 
Score: -21291200.000000 Penalty: 3001.747070
	Iteration 0F: 2 clusters Score -2.12912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90647 members 
Mstep: Class 2 contains 89913 members 
Entering Unmasked Estep 
Score: -21171344.000000 Penalty: 6003.494141
	Iteration 0F: 3 clusters Score -2.117134e+07 nChanged 86725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94818 members 
Mstep: Class 2 contains 85742 members 
Entering Unmasked Estep 
Score: -21222372.000000 Penalty: 6003.494141
	Iteration 1F: 3 clusters Score -2.122237e+07 nChanged 5289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97517 members 
Mstep: Class 2 contains 83043 members 
Entering Unmasked Estep 
Score: -21223616.000000 Penalty: 6003.494141
	Iteration 2Q: 3 clusters Score -2.122362e+07 nChanged 5853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101634 members 
Mstep: Class 2 contains 78926 members 
Entering Unmasked Estep 
Score: -21225314.000000 Penalty: 6003.494141
	Iteration 3Q: 3 clusters Score -2.122531e+07 nChanged 7267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107807 members 
Mstep: Class 2 contains 72753 members 
Entering Unmasked Estep 
Score: -21228308.000000 Penalty: 6003.494141
	Iteration 4Q: 3 clusters Score -2.122831e+07 nChanged 9440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116757 members 
Mstep: Class 2 contains 63803 members 
Entering Unmasked Estep 
Score: -21233690.000000 Penalty: 6003.494141
	Iteration 5F: 3 clusters Score -2.123369e+07 nChanged 12203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128754 members 
Mstep: Class 2 contains 51806 members 
Entering Unmasked Estep 
Score: -21242700.000000 Penalty: 6003.494141
	Iteration 6F: 3 clusters Score -2.12427e+07 nChanged 14474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143166 members 
Mstep: Class 2 contains 37394 members 
Entering Unmasked Estep 
Score: -21255436.000000 Penalty: 6003.494141
	Iteration 7F: 3 clusters Score -2.125544e+07 nChanged 13894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157038 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -21269044.000000 Penalty: 6003.494141
	Iteration 8F: 3 clusters Score -2.126904e+07 nChanged 10358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167392 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -21278546.000000 Penalty: 6003.494141
	Iteration 9F: 3 clusters Score -2.127855e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173662 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -21283660.000000 Penalty: 6003.494141
	Iteration 10Q: 3 clusters Score -2.128366e+07 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177003 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -21286292.000000 Penalty: 6003.494141
	Iteration 11Q: 3 clusters Score -2.128629e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178586 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -21287538.000000 Penalty: 6003.494141
	Iteration 12Q: 3 clusters Score -2.128754e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179281 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -21287994.000000 Penalty: 6003.494141
	Iteration 13Q: 3 clusters Score -2.128799e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179597 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -21288300.000000 Penalty: 6003.494141
	Iteration 14Q: 3 clusters Score -2.12883e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179763 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -21288432.000000 Penalty: 6003.494141
	Iteration 15Q: 3 clusters Score -2.128843e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179848 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -21288534.000000 Penalty: 6003.494141
	Iteration 16Q: 3 clusters Score -2.128853e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179890 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -21288604.000000 Penalty: 6003.494141
	Iteration 17Q: 3 clusters Score -2.12886e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179910 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -21288634.000000 Penalty: 6003.494141
	Iteration 18Q: 3 clusters Score -2.128863e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179935 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -21288646.000000 Penalty: 6003.494141
	Iteration 19Q: 3 clusters Score -2.128865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179954 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -21288674.000000 Penalty: 6003.494141
	Iteration 20F: 3 clusters Score -2.128867e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179969 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -21288678.000000 Penalty: 6003.494141
	Iteration 21Q: 3 clusters Score -2.128868e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179979 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -21288688.000000 Penalty: 6003.494141
	Iteration 22Q: 3 clusters Score -2.128869e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179990 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -21288680.000000 Penalty: 6003.494141
	Iteration 23Q: 3 clusters Score -2.128868e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179997 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -21288682.000000 Penalty: 6003.494141
	Iteration 24Q: 3 clusters Score -2.128868e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179999 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -21288686.000000 Penalty: 6003.494141
	Iteration 25Q: 3 clusters Score -2.128869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179998 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -21288704.000000 Penalty: 6003.494141
	Iteration 26Q: 3 clusters Score -2.12887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180001 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -21288708.000000 Penalty: 6003.494141
	Iteration 27Q: 3 clusters Score -2.128871e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180006 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21288706.000000 Penalty: 6003.494141
	Iteration 28Q: 3 clusters Score -2.128871e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180008 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -21288708.000000 Penalty: 6003.494141
	Iteration 29Q: 3 clusters Score -2.128871e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180011 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21288710.000000 Penalty: 6003.494141
	Iteration 30Q: 3 clusters Score -2.128871e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180011 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -21288710.000000 Penalty: 6003.494141
	Iteration 31F: 3 clusters Score -2.128871e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (156779 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156779 members 
Entering Unmasked Estep 
Score: -18425266.000000 Penalty: 2966.722900
	Iteration 0F: 2 clusters Score -1.842527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 78114 members 
Entering Unmasked Estep 
Score: -18321044.000000 Penalty: 5933.445801
	Iteration 0F: 3 clusters Score -1.832104e+07 nChanged 75140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 72644 members 
Entering Unmasked Estep 
Score: -18364658.000000 Penalty: 5933.445801
	Iteration 1F: 3 clusters Score -1.836466e+07 nChanged 6105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87842 members 
Mstep: Class 2 contains 68937 members 
Entering Unmasked Estep 
Score: -18366966.000000 Penalty: 5933.445801
	Iteration 2Q: 3 clusters Score -1.836697e+07 nChanged 8072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93542 members 
Mstep: Class 2 contains 63237 members 
Entering Unmasked Estep 
Score: -18371026.000000 Penalty: 5933.445801
	Iteration 3F: 3 clusters Score -1.837103e+07 nChanged 11068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101814 members 
Mstep: Class 2 contains 54965 members 
Entering Unmasked Estep 
Score: -18378762.000000 Penalty: 5933.445801
	Iteration 4F: 3 clusters Score -1.837876e+07 nChanged 13699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112471 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -18390500.000000 Penalty: 5933.445801
	Iteration 5F: 3 clusters Score -1.83905e+07 nChanged 13612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123203 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -18403742.000000 Penalty: 5933.445801
	Iteration 6F: 3 clusters Score -1.840374e+07 nChanged 9883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130708 members 
Mstep: Class 2 contains 26071 members 
Entering Unmasked Estep 
Score: -18414372.000000 Penalty: 5933.445801
	Iteration 7F: 3 clusters Score -1.841437e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134140 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -18420554.000000 Penalty: 5933.445801
	Iteration 8Q: 3 clusters Score -1.842055e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135727 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -18422626.000000 Penalty: 5933.445801
	Iteration 9Q: 3 clusters Score -1.842263e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136860 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -18423426.000000 Penalty: 5933.445801
	Iteration 10Q: 3 clusters Score -1.842343e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137850 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -18423880.000000 Penalty: 5933.445801
	Iteration 11Q: 3 clusters Score -1.842388e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138661 members 
Mstep: Class 2 contains 18118 members 
Entering Unmasked Estep 
Score: -18424238.000000 Penalty: 5933.445801
	Iteration 12Q: 3 clusters Score -1.842424e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139388 members 
Mstep: Class 2 contains 17391 members 
Entering Unmasked Estep 
Score: -18424436.000000 Penalty: 5933.445801
	Iteration 13Q: 3 clusters Score -1.842444e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140041 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -18424516.000000 Penalty: 5933.445801
	Iteration 14Q: 3 clusters Score -1.842452e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140613 members 
Mstep: Class 2 contains 16166 members 
Entering Unmasked Estep 
Score: -18424700.000000 Penalty: 5933.445801
	Iteration 15Q: 3 clusters Score -1.84247e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141103 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -18424776.000000 Penalty: 5933.445801
	Iteration 16Q: 3 clusters Score -1.842478e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141580 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -18424856.000000 Penalty: 5933.445801
	Iteration 17Q: 3 clusters Score -1.842486e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141991 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -18424944.000000 Penalty: 5933.445801
	Iteration 18Q: 3 clusters Score -1.842494e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142394 members 
Mstep: Class 2 contains 14385 members 
Entering Unmasked Estep 
Score: -18424996.000000 Penalty: 5933.445801
	Iteration 19Q: 3 clusters Score -1.8425e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142789 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -18424954.000000 Penalty: 5933.445801
	Iteration 20F: 3 clusters Score -1.842495e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143147 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -18425010.000000 Penalty: 5933.445801
	Iteration 21Q: 3 clusters Score -1.842501e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143491 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -18425006.000000 Penalty: 5933.445801
	Iteration 22Q: 3 clusters Score -1.842501e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143784 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -18425064.000000 Penalty: 5933.445801
	Iteration 23Q: 3 clusters Score -1.842506e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144107 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -18425106.000000 Penalty: 5933.445801
	Iteration 24Q: 3 clusters Score -1.842511e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144405 members 
Mstep: Class 2 contains 12374 members 
Entering Unmasked Estep 
Score: -18425166.000000 Penalty: 5933.445801
	Iteration 25Q: 3 clusters Score -1.842517e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144652 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -18425186.000000 Penalty: 5933.445801
	Iteration 26Q: 3 clusters Score -1.842519e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144885 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -18425180.000000 Penalty: 5933.445801
	Iteration 27Q: 3 clusters Score -1.842518e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145087 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -18425212.000000 Penalty: 5933.445801
	Iteration 28Q: 3 clusters Score -1.842521e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145297 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -18425238.000000 Penalty: 5933.445801
	Iteration 29Q: 3 clusters Score -1.842524e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145497 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -18425272.000000 Penalty: 5933.445801
	Iteration 30Q: 3 clusters Score -1.842527e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145683 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -18425258.000000 Penalty: 5933.445801
	Iteration 31Q: 3 clusters Score -1.842526e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145865 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -18425236.000000 Penalty: 5933.445801
	Iteration 32Q: 3 clusters Score -1.842524e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146047 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -18425266.000000 Penalty: 5933.445801
	Iteration 33Q: 3 clusters Score -1.842527e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -18425278.000000 Penalty: 5933.445801
	Iteration 34Q: 3 clusters Score -1.842528e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146356 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -18425298.000000 Penalty: 5933.445801
	Iteration 35Q: 3 clusters Score -1.84253e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146521 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -18425316.000000 Penalty: 5933.445801
	Iteration 36Q: 3 clusters Score -1.842532e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146690 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -18425298.000000 Penalty: 5933.445801
	Iteration 37Q: 3 clusters Score -1.84253e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146845 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -18425298.000000 Penalty: 5933.445801
	Iteration 38Q: 3 clusters Score -1.84253e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146972 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -18425300.000000 Penalty: 5933.445801
	Iteration 39Q: 3 clusters Score -1.84253e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147074 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -18425338.000000 Penalty: 5933.445801
	Iteration 40F: 3 clusters Score -1.842534e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147172 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -18425334.000000 Penalty: 5933.445801
	Iteration 41Q: 3 clusters Score -1.842533e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147260 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -18425300.000000 Penalty: 5933.445801
	Iteration 42Q: 3 clusters Score -1.84253e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147343 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -18425304.000000 Penalty: 5933.445801
	Iteration 43Q: 3 clusters Score -1.84253e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147407 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -18425328.000000 Penalty: 5933.445801
	Iteration 44Q: 3 clusters Score -1.842533e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147474 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -18425312.000000 Penalty: 5933.445801
	Iteration 45Q: 3 clusters Score -1.842531e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147537 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -18425330.000000 Penalty: 5933.445801
	Iteration 46Q: 3 clusters Score -1.842533e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147591 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -18425342.000000 Penalty: 5933.445801
	Iteration 47Q: 3 clusters Score -1.842534e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147645 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -18425318.000000 Penalty: 5933.445801
	Iteration 48Q: 3 clusters Score -1.842532e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147699 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -18425328.000000 Penalty: 5933.445801
	Iteration 49Q: 3 clusters Score -1.842533e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147749 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -18425322.000000 Penalty: 5933.445801
	Iteration 50Q: 3 clusters Score -1.842532e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147783 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -18425302.000000 Penalty: 5933.445801
	Iteration 51Q: 3 clusters Score -1.84253e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147821 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -18425286.000000 Penalty: 5933.445801
	Iteration 52Q: 3 clusters Score -1.842529e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147862 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -18425320.000000 Penalty: 5933.445801
	Iteration 53Q: 3 clusters Score -1.842532e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147911 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -18425320.000000 Penalty: 5933.445801
	Iteration 54Q: 3 clusters Score -1.842532e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147966 members 
Mstep: Class 2 contains 8813 members 
Entering Unmasked Estep 
Score: -18425338.000000 Penalty: 5933.445801
	Iteration 55Q: 3 clusters Score -1.842534e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148007 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -18425318.000000 Penalty: 5933.445801
	Iteration 56Q: 3 clusters Score -1.842532e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148053 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -18425344.000000 Penalty: 5933.445801
	Iteration 57Q: 3 clusters Score -1.842534e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148093 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -18425330.000000 Penalty: 5933.445801
	Iteration 58Q: 3 clusters Score -1.842533e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148132 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -18425348.000000 Penalty: 5933.445801
	Iteration 59Q: 3 clusters Score -1.842535e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148169 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -18425326.000000 Penalty: 5933.445801
	Iteration 60F: 3 clusters Score -1.842533e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148208 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -18425332.000000 Penalty: 5933.445801
	Iteration 61Q: 3 clusters Score -1.842533e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148244 members 
Mstep: Class 2 contains 8535 members 
Entering Unmasked Estep 
Score: -18425346.000000 Penalty: 5933.445801
	Iteration 62Q: 3 clusters Score -1.842535e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148278 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -18425358.000000 Penalty: 5933.445801
	Iteration 63Q: 3 clusters Score -1.842536e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148313 members 
Mstep: Class 2 contains 8466 members 
Entering Unmasked Estep 
Score: -18425384.000000 Penalty: 5933.445801
	Iteration 64Q: 3 clusters Score -1.842538e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148355 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -18425386.000000 Penalty: 5933.445801
	Iteration 65Q: 3 clusters Score -1.842539e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148403 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -18425374.000000 Penalty: 5933.445801
	Iteration 66Q: 3 clusters Score -1.842537e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148455 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -18425372.000000 Penalty: 5933.445801
	Iteration 67Q: 3 clusters Score -1.842537e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148509 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -18425356.000000 Penalty: 5933.445801
	Iteration 68Q: 3 clusters Score -1.842536e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148561 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -18425394.000000 Penalty: 5933.445801
	Iteration 69Q: 3 clusters Score -1.842539e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148618 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -18425366.000000 Penalty: 5933.445801
	Iteration 70Q: 3 clusters Score -1.842537e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148669 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -18425382.000000 Penalty: 5933.445801
	Iteration 71Q: 3 clusters Score -1.842538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148732 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -18425382.000000 Penalty: 5933.445801
	Iteration 72Q: 3 clusters Score -1.842538e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148795 members 
Mstep: Class 2 contains 7984 members 
Entering Unmasked Estep 
Score: -18425392.000000 Penalty: 5933.445801
	Iteration 73Q: 3 clusters Score -1.842539e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148852 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -18425414.000000 Penalty: 5933.445801
	Iteration 74Q: 3 clusters Score -1.842541e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148905 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -18425402.000000 Penalty: 5933.445801
	Iteration 75Q: 3 clusters Score -1.84254e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148970 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -18425360.000000 Penalty: 5933.445801
	Iteration 76Q: 3 clusters Score -1.842536e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149030 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -18425362.000000 Penalty: 5933.445801
	Iteration 77Q: 3 clusters Score -1.842536e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149079 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -18425350.000000 Penalty: 5933.445801
	Iteration 78Q: 3 clusters Score -1.842535e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149128 members 
Mstep: Class 2 contains 7651 members 
Entering Unmasked Estep 
Score: -18425322.000000 Penalty: 5933.445801
	Iteration 79Q: 3 clusters Score -1.842532e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149177 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -18425358.000000 Penalty: 5933.445801
	Iteration 80F: 3 clusters Score -1.842536e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149232 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -18425374.000000 Penalty: 5933.445801
	Iteration 81Q: 3 clusters Score -1.842537e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149274 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -18425388.000000 Penalty: 5933.445801
	Iteration 82Q: 3 clusters Score -1.842539e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149308 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -18425374.000000 Penalty: 5933.445801
	Iteration 83Q: 3 clusters Score -1.842537e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149339 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -18425376.000000 Penalty: 5933.445801
	Iteration 84Q: 3 clusters Score -1.842538e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149368 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -18425380.000000 Penalty: 5933.445801
	Iteration 85Q: 3 clusters Score -1.842538e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149391 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -18425370.000000 Penalty: 5933.445801
	Iteration 86Q: 3 clusters Score -1.842537e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149412 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -18425366.000000 Penalty: 5933.445801
	Iteration 87Q: 3 clusters Score -1.842537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149431 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -18425372.000000 Penalty: 5933.445801
	Iteration 88Q: 3 clusters Score -1.842537e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149442 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -18425382.000000 Penalty: 5933.445801
	Iteration 89Q: 3 clusters Score -1.842538e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149453 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -18425374.000000 Penalty: 5933.445801
	Iteration 90Q: 3 clusters Score -1.842537e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149466 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -18425380.000000 Penalty: 5933.445801
	Iteration 91Q: 3 clusters Score -1.842538e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149478 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -18425364.000000 Penalty: 5933.445801
	Iteration 92Q: 3 clusters Score -1.842536e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149491 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -18425388.000000 Penalty: 5933.445801
	Iteration 93Q: 3 clusters Score -1.842539e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149501 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -18425396.000000 Penalty: 5933.445801
	Iteration 94Q: 3 clusters Score -1.84254e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149510 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -18425394.000000 Penalty: 5933.445801
	Iteration 95Q: 3 clusters Score -1.842539e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149517 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -18425390.000000 Penalty: 5933.445801
	Iteration 96Q: 3 clusters Score -1.842539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149523 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -18425388.000000 Penalty: 5933.445801
	Iteration 97Q: 3 clusters Score -1.842539e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149527 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -18425390.000000 Penalty: 5933.445801
	Iteration 98Q: 3 clusters Score -1.842539e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -18425378.000000 Penalty: 5933.445801
	Iteration 99Q: 3 clusters Score -1.842538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149539 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -18425376.000000 Penalty: 5933.445801
	Iteration 100F: 3 clusters Score -1.842538e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149546 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -18425380.000000 Penalty: 5933.445801
	Iteration 101Q: 3 clusters Score -1.842538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149554 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -18425400.000000 Penalty: 5933.445801
	Iteration 102Q: 3 clusters Score -1.84254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149557 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -18425398.000000 Penalty: 5933.445801
	Iteration 103Q: 3 clusters Score -1.84254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149560 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -18425390.000000 Penalty: 5933.445801
	Iteration 104Q: 3 clusters Score -1.842539e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149565 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -18425368.000000 Penalty: 5933.445801
	Iteration 105Q: 3 clusters Score -1.842537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149569 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -18425366.000000 Penalty: 5933.445801
	Iteration 106Q: 3 clusters Score -1.842537e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149574 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -18425358.000000 Penalty: 5933.445801
	Iteration 107Q: 3 clusters Score -1.842536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149577 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -18425370.000000 Penalty: 5933.445801
	Iteration 108Q: 3 clusters Score -1.842537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149580 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -18425372.000000 Penalty: 5933.445801
	Iteration 109Q: 3 clusters Score -1.842537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149584 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -18425370.000000 Penalty: 5933.445801
	Iteration 110Q: 3 clusters Score -1.842537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149591 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -18425348.000000 Penalty: 5933.445801
	Iteration 111Q: 3 clusters Score -1.842535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149600 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -18425366.000000 Penalty: 5933.445801
	Iteration 112Q: 3 clusters Score -1.842537e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149612 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -18425366.000000 Penalty: 5933.445801
	Iteration 113Q: 3 clusters Score -1.842537e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149618 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -18425372.000000 Penalty: 5933.445801
	Iteration 114Q: 3 clusters Score -1.842537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149625 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -18425356.000000 Penalty: 5933.445801
	Iteration 115Q: 3 clusters Score -1.842536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149631 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -18425372.000000 Penalty: 5933.445801
	Iteration 116Q: 3 clusters Score -1.842537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149635 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -18425356.000000 Penalty: 5933.445801
	Iteration 117Q: 3 clusters Score -1.842536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149639 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -18425344.000000 Penalty: 5933.445801
	Iteration 118Q: 3 clusters Score -1.842534e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149642 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -18425346.000000 Penalty: 5933.445801
	Iteration 119Q: 3 clusters Score -1.842535e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149645 members 
Mstep: Class 2 contains 7134 members 
Entering Unmasked Estep 
Score: -18425344.000000 Penalty: 5933.445801
	Iteration 120F: 3 clusters Score -1.842534e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149650 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -18425352.000000 Penalty: 5933.445801
	Iteration 121Q: 3 clusters Score -1.842535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149656 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -18425354.000000 Penalty: 5933.445801
	Iteration 122Q: 3 clusters Score -1.842535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149662 members 
Mstep: Class 2 contains 7117 members 
Entering Unmasked Estep 
Score: -18425344.000000 Penalty: 5933.445801
	Iteration 123Q: 3 clusters Score -1.842534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149668 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -18425356.000000 Penalty: 5933.445801
	Iteration 124Q: 3 clusters Score -1.842536e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149682 members 
Mstep: Class 2 contains 7097 members 
Entering Unmasked Estep 
Score: -18425348.000000 Penalty: 5933.445801
	Iteration 125Q: 3 clusters Score -1.842535e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149694 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -18425354.000000 Penalty: 5933.445801
	Iteration 126Q: 3 clusters Score -1.842535e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149705 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -18425364.000000 Penalty: 5933.445801
	Iteration 127Q: 3 clusters Score -1.842536e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149717 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -18425370.000000 Penalty: 5933.445801
	Iteration 128Q: 3 clusters Score -1.842537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149731 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -18425370.000000 Penalty: 5933.445801
	Iteration 129Q: 3 clusters Score -1.842537e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149750 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -18425346.000000 Penalty: 5933.445801
	Iteration 130Q: 3 clusters Score -1.842535e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149768 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -18425354.000000 Penalty: 5933.445801
	Iteration 131Q: 3 clusters Score -1.842535e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149791 members 
Mstep: Class 2 contains 6988 members 
Entering Unmasked Estep 
Score: -18425350.000000 Penalty: 5933.445801
	Iteration 132Q: 3 clusters Score -1.842535e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149820 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -18425362.000000 Penalty: 5933.445801
	Iteration 133Q: 3 clusters Score -1.842536e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149846 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -18425340.000000 Penalty: 5933.445801
	Iteration 134Q: 3 clusters Score -1.842534e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149872 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -18425344.000000 Penalty: 5933.445801
	Iteration 135Q: 3 clusters Score -1.842534e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149901 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -18425346.000000 Penalty: 5933.445801
	Iteration 136Q: 3 clusters Score -1.842535e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149927 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -18425356.000000 Penalty: 5933.445801
	Iteration 137Q: 3 clusters Score -1.842536e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149949 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -18425366.000000 Penalty: 5933.445801
	Iteration 138Q: 3 clusters Score -1.842537e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149963 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -18425376.000000 Penalty: 5933.445801
	Iteration 139Q: 3 clusters Score -1.842538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149972 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -18425366.000000 Penalty: 5933.445801
	Iteration 140F: 3 clusters Score -1.842537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149980 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -18425366.000000 Penalty: 5933.445801
	Iteration 141Q: 3 clusters Score -1.842537e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149989 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -18425356.000000 Penalty: 5933.445801
	Iteration 142Q: 3 clusters Score -1.842536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149994 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -18425352.000000 Penalty: 5933.445801
	Iteration 143Q: 3 clusters Score -1.842535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149998 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -18425364.000000 Penalty: 5933.445801
	Iteration 144Q: 3 clusters Score -1.842536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150003 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -18425356.000000 Penalty: 5933.445801
	Iteration 145Q: 3 clusters Score -1.842536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150006 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -18425354.000000 Penalty: 5933.445801
	Iteration 146Q: 3 clusters Score -1.842535e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150008 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -18425368.000000 Penalty: 5933.445801
	Iteration 147Q: 3 clusters Score -1.842537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150010 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -18425364.000000 Penalty: 5933.445801
	Iteration 148Q: 3 clusters Score -1.842536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150012 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -18425360.000000 Penalty: 5933.445801
	Iteration 149Q: 3 clusters Score -1.842536e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150014 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -18425368.000000 Penalty: 5933.445801
	Iteration 150Q: 3 clusters Score -1.842537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150014 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -18425368.000000 Penalty: 5933.445801
	Iteration 151F: 3 clusters Score -1.842537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16453 members 
Mstep: Class 4 contains 180560 members 
Mstep: Class 5 contains 150014 members 
Mstep: Class 6 contains 22451 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 9083 members 
Mstep: Class 10 contains 34951 members 
Mstep: Class 11 contains 34711 members 
Mstep: Class 12 contains 50924 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 19756 members 
Mstep: Class 16 contains 12112 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 191876 members 
Mstep: Class 19 contains 55099 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 173028 members 
Mstep: Class 23 contains 23843 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9121 members 
Mstep: Class 27 contains 17400 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13202 members 
Mstep: Class 30 contains 1781 members 
Mstep: Class 31 contains 273667 members 
Mstep: Class 32 contains 6765 members 
Entering Unmasked Estep 
Score: -161492016.000000 Penalty: 112415.234375
Splitting cluster 5 changes total score from -161491824.000000 to -161492016.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 6 (22451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Entering Unmasked Estep 
Score: -2645215.750000 Penalty: 2484.734375
	Iteration 0F: 2 clusters Score -2645216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -2629528.250000 Penalty: 4969.468750
	Iteration 0F: 3 clusters Score -2629528 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2634947.000000 Penalty: 4969.468750
	Iteration 1F: 3 clusters Score -2634947 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -2635368.250000 Penalty: 4969.468750
	Iteration 2F: 3 clusters Score -2635368 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -2635730.250000 Penalty: 4969.468750
	Iteration 3Q: 3 clusters Score -2635730 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -2636103.250000 Penalty: 4969.468750
	Iteration 4Q: 3 clusters Score -2636103 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 10086 members 
Entering Unmasked Estep 
Score: -2636519.750000 Penalty: 4969.468750
	Iteration 5Q: 3 clusters Score -2636520 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -2637008.250000 Penalty: 4969.468750
	Iteration 6Q: 3 clusters Score -2637008 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 9393 members 
Entering Unmasked Estep 
Score: -2637685.000000 Penalty: 4969.468750
	Iteration 7Q: 3 clusters Score -2637685 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2638657.500000 Penalty: 4969.468750
	Iteration 8F: 3 clusters Score -2638658 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14049 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -2639808.500000 Penalty: 4969.468750
	Iteration 9F: 3 clusters Score -2639808 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -2641062.750000 Penalty: 4969.468750
	Iteration 10F: 3 clusters Score -2641063 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -2641884.000000 Penalty: 4969.468750
	Iteration 11Q: 3 clusters Score -2641884 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -2642358.750000 Penalty: 4969.468750
	Iteration 12Q: 3 clusters Score -2642359 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -2642688.750000 Penalty: 4969.468750
	Iteration 13Q: 3 clusters Score -2642689 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15125 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2642885.750000 Penalty: 4969.468750
	Iteration 14Q: 3 clusters Score -2642886 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 7258 members 
Entering Unmasked Estep 
Score: -2643008.500000 Penalty: 4969.468750
	Iteration 15Q: 3 clusters Score -2643008 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -2643093.750000 Penalty: 4969.468750
	Iteration 16Q: 3 clusters Score -2643094 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -2643146.500000 Penalty: 4969.468750
	Iteration 17Q: 3 clusters Score -2643146 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15315 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -2643185.750000 Penalty: 4969.468750
	Iteration 18Q: 3 clusters Score -2643186 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -2643198.750000 Penalty: 4969.468750
	Iteration 19Q: 3 clusters Score -2643199 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -2643206.750000 Penalty: 4969.468750
	Iteration 20F: 3 clusters Score -2643207 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15370 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -2643222.250000 Penalty: 4969.468750
	Iteration 21Q: 3 clusters Score -2643222 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15375 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2643222.750000 Penalty: 4969.468750
	Iteration 22Q: 3 clusters Score -2643223 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -2643220.500000 Penalty: 4969.468750
	Iteration 23Q: 3 clusters Score -2643220 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2643223.750000 Penalty: 4969.468750
	Iteration 24Q: 3 clusters Score -2643224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2643225.000000 Penalty: 4969.468750
	Iteration 25Q: 3 clusters Score -2643225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -2643227.000000 Penalty: 4969.468750
	Iteration 26Q: 3 clusters Score -2643227 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2643221.250000 Penalty: 4969.468750
	Iteration 27Q: 3 clusters Score -2643221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2643221.000000 Penalty: 4969.468750
	Iteration 28Q: 3 clusters Score -2643221 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15393 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -2643224.250000 Penalty: 4969.468750
	Iteration 29Q: 3 clusters Score -2643224 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -2643222.750000 Penalty: 4969.468750
	Iteration 30Q: 3 clusters Score -2643223 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2643232.000000 Penalty: 4969.468750
	Iteration 31Q: 3 clusters Score -2643232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2643229.500000 Penalty: 4969.468750
	Iteration 32Q: 3 clusters Score -2643230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2643228.500000 Penalty: 4969.468750
	Iteration 33Q: 3 clusters Score -2643228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2643226.250000 Penalty: 4969.468750
	Iteration 34Q: 3 clusters Score -2643226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2643233.500000 Penalty: 4969.468750
	Iteration 35Q: 3 clusters Score -2643234 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2643233.750000 Penalty: 4969.468750
	Iteration 36Q: 3 clusters Score -2643234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2643232.000000 Penalty: 4969.468750
	Iteration 37Q: 3 clusters Score -2643232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2643231.000000 Penalty: 4969.468750
	Iteration 38Q: 3 clusters Score -2643231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2643230.250000 Penalty: 4969.468750
	Iteration 39Q: 3 clusters Score -2643230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 7041 members 
Entering Unmasked Estep 
Score: -2643234.500000 Penalty: 4969.468750
	Iteration 40F: 3 clusters Score -2643234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -2643234.250000 Penalty: 4969.468750
	Iteration 41Q: 3 clusters Score -2643234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2643236.250000 Penalty: 4969.468750
	Iteration 42Q: 3 clusters Score -2643236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -2643234.000000 Penalty: 4969.468750
	Iteration 43Q: 3 clusters Score -2643234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2643238.250000 Penalty: 4969.468750
	Iteration 44Q: 3 clusters Score -2643238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15412 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -2643238.250000 Penalty: 4969.468750
	Iteration 45Q: 3 clusters Score -2643238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2643237.250000 Penalty: 4969.468750
	Iteration 46Q: 3 clusters Score -2643237 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15414 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -2643237.250000 Penalty: 4969.468750
	Iteration 47F: 3 clusters Score -2643237 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Entering Unmasked Estep 
Score: -406758.906250 Penalty: 2029.897827
	Iteration 0F: 2 clusters Score -406758.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -403147.406250 Penalty: 4059.795654
	Iteration 0F: 3 clusters Score -403147.4 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -403942.718750 Penalty: 4059.795654
	Iteration 1F: 3 clusters Score -403942.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -404103.031250 Penalty: 4059.795654
	Iteration 2F: 3 clusters Score -404103 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -404209.468750 Penalty: 4059.795654
	Iteration 3Q: 3 clusters Score -404209.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -404287.687500 Penalty: 4059.795654
	Iteration 4Q: 3 clusters Score -404287.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -404354.312500 Penalty: 4059.795654
	Iteration 5Q: 3 clusters Score -404354.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -404415.906250 Penalty: 4059.795654
	Iteration 6Q: 3 clusters Score -404415.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -404476.000000 Penalty: 4059.795654
	Iteration 7Q: 3 clusters Score -404476 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -404512.531250 Penalty: 4059.795654
	Iteration 8Q: 3 clusters Score -404512.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -404542.812500 Penalty: 4059.795654
	Iteration 9Q: 3 clusters Score -404542.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -404563.656250 Penalty: 4059.795654
	Iteration 10Q: 3 clusters Score -404563.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -404581.031250 Penalty: 4059.795654
	Iteration 11Q: 3 clusters Score -404581 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -404597.468750 Penalty: 4059.795654
	Iteration 12Q: 3 clusters Score -404597.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -404610.375000 Penalty: 4059.795654
	Iteration 13Q: 3 clusters Score -404610.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -404623.500000 Penalty: 4059.795654
	Iteration 14Q: 3 clusters Score -404623.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -404632.031250 Penalty: 4059.795654
	Iteration 15Q: 3 clusters Score -404632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -404641.093750 Penalty: 4059.795654
	Iteration 16Q: 3 clusters Score -404641.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -404647.406250 Penalty: 4059.795654
	Iteration 17Q: 3 clusters Score -404647.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -404652.687500 Penalty: 4059.795654
	Iteration 18Q: 3 clusters Score -404652.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -404658.625000 Penalty: 4059.795654
	Iteration 19Q: 3 clusters Score -404658.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -404663.312500 Penalty: 4059.795654
	Iteration 20F: 3 clusters Score -404663.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -404669.281250 Penalty: 4059.795654
	Iteration 21Q: 3 clusters Score -404669.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -404673.250000 Penalty: 4059.795654
	Iteration 22Q: 3 clusters Score -404673.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -404680.250000 Penalty: 4059.795654
	Iteration 23Q: 3 clusters Score -404680.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -404691.687500 Penalty: 4059.795654
	Iteration 24Q: 3 clusters Score -404691.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -404704.343750 Penalty: 4059.795654
	Iteration 25Q: 3 clusters Score -404704.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -404714.375000 Penalty: 4059.795654
	Iteration 26Q: 3 clusters Score -404714.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -404721.125000 Penalty: 4059.795654
	Iteration 27Q: 3 clusters Score -404721.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -404729.000000 Penalty: 4059.795654
	Iteration 28Q: 3 clusters Score -404729 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -404736.500000 Penalty: 4059.795654
	Iteration 29Q: 3 clusters Score -404736.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -404741.406250 Penalty: 4059.795654
	Iteration 30Q: 3 clusters Score -404741.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -404745.031250 Penalty: 4059.795654
	Iteration 31Q: 3 clusters Score -404745 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -404749.812500 Penalty: 4059.795654
	Iteration 32Q: 3 clusters Score -404749.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -404751.062500 Penalty: 4059.795654
	Iteration 33Q: 3 clusters Score -404751.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -404751.968750 Penalty: 4059.795654
	Iteration 34Q: 3 clusters Score -404752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -404753.625000 Penalty: 4059.795654
	Iteration 35Q: 3 clusters Score -404753.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -404753.625000 Penalty: 4059.795654
	Iteration 36F: 3 clusters Score -404753.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Entering Unmasked Estep 
Score: -274349.000000 Penalty: 1951.421997
	Iteration 0F: 2 clusters Score -274349 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -271350.187500 Penalty: 3902.843994
	Iteration 0F: 3 clusters Score -271350.2 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -271931.781250 Penalty: 3902.843994
	Iteration 1F: 3 clusters Score -271931.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -272087.656250 Penalty: 3902.843994
	Iteration 2F: 3 clusters Score -272087.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -272182.062500 Penalty: 3902.843994
	Iteration 3Q: 3 clusters Score -272182.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -272254.562500 Penalty: 3902.843994
	Iteration 4Q: 3 clusters Score -272254.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -272306.843750 Penalty: 3902.843994
	Iteration 5Q: 3 clusters Score -272306.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -272344.562500 Penalty: 3902.843994
	Iteration 6Q: 3 clusters Score -272344.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -272373.593750 Penalty: 3902.843994
	Iteration 7Q: 3 clusters Score -272373.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -272412.093750 Penalty: 3902.843994
	Iteration 8Q: 3 clusters Score -272412.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -272449.187500 Penalty: 3902.843994
	Iteration 9Q: 3 clusters Score -272449.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -272492.281250 Penalty: 3902.843994
	Iteration 10Q: 3 clusters Score -272492.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -272524.468750 Penalty: 3902.843994
	Iteration 11Q: 3 clusters Score -272524.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -272551.937500 Penalty: 3902.843994
	Iteration 12Q: 3 clusters Score -272551.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -272583.750000 Penalty: 3902.843994
	Iteration 13Q: 3 clusters Score -272583.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -272601.625000 Penalty: 3902.843994
	Iteration 14Q: 3 clusters Score -272601.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -272614.781250 Penalty: 3902.843994
	Iteration 15Q: 3 clusters Score -272614.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -272628.625000 Penalty: 3902.843994
	Iteration 16Q: 3 clusters Score -272628.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -272642.562500 Penalty: 3902.843994
	Iteration 17Q: 3 clusters Score -272642.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -272652.218750 Penalty: 3902.843994
	Iteration 18Q: 3 clusters Score -272652.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -272660.125000 Penalty: 3902.843994
	Iteration 19Q: 3 clusters Score -272660.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -272672.343750 Penalty: 3902.843994
	Iteration 20F: 3 clusters Score -272672.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -272689.125000 Penalty: 3902.843994
	Iteration 21Q: 3 clusters Score -272689.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -272704.250000 Penalty: 3902.843994
	Iteration 22Q: 3 clusters Score -272704.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -272720.312500 Penalty: 3902.843994
	Iteration 23Q: 3 clusters Score -272720.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -272726.250000 Penalty: 3902.843994
	Iteration 24Q: 3 clusters Score -272726.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -272734.781250 Penalty: 3902.843994
	Iteration 25Q: 3 clusters Score -272734.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -272742.468750 Penalty: 3902.843994
	Iteration 26Q: 3 clusters Score -272742.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -272748.218750 Penalty: 3902.843994
	Iteration 27Q: 3 clusters Score -272748.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -272755.375000 Penalty: 3902.843994
	Iteration 28Q: 3 clusters Score -272755.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -272758.843750 Penalty: 3902.843994
	Iteration 29Q: 3 clusters Score -272758.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -272760.000000 Penalty: 3902.843994
	Iteration 30Q: 3 clusters Score -272760 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -272761.187500 Penalty: 3902.843994
	Iteration 31Q: 3 clusters Score -272761.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -272761.687500 Penalty: 3902.843994
	Iteration 32Q: 3 clusters Score -272761.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -272761.562500 Penalty: 3902.843994
	Iteration 33Q: 3 clusters Score -272761.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -272761.843750 Penalty: 3902.843994
	Iteration 34Q: 3 clusters Score -272761.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -272762.781250 Penalty: 3902.843994
	Iteration 35Q: 3 clusters Score -272762.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -272763.375000 Penalty: 3902.843994
	Iteration 36Q: 3 clusters Score -272763.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -272764.250000 Penalty: 3902.843994
	Iteration 37Q: 3 clusters Score -272764.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -272764.250000 Penalty: 3902.843994
	Iteration 38F: 3 clusters Score -272764.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9083 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Entering Unmasked Estep 
Score: -904388.250000 Penalty: 2260.311523
	Iteration 0F: 2 clusters Score -904388.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -897457.312500 Penalty: 4520.623047
	Iteration 0F: 3 clusters Score -897457.3 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -899663.750000 Penalty: 4520.623047
	Iteration 1F: 3 clusters Score -899663.8 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -900227.187500 Penalty: 4520.623047
	Iteration 2F: 3 clusters Score -900227.2 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -900752.062500 Penalty: 4520.623047
	Iteration 3F: 3 clusters Score -900752.1 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -901236.250000 Penalty: 4520.623047
	Iteration 4F: 3 clusters Score -901236.2 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -901694.500000 Penalty: 4520.623047
	Iteration 5F: 3 clusters Score -901694.5 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -902064.750000 Penalty: 4520.623047
	Iteration 6Q: 3 clusters Score -902064.8 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -902357.562500 Penalty: 4520.623047
	Iteration 7Q: 3 clusters Score -902357.6 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -902579.437500 Penalty: 4520.623047
	Iteration 8Q: 3 clusters Score -902579.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -902709.312500 Penalty: 4520.623047
	Iteration 9Q: 3 clusters Score -902709.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -902803.312500 Penalty: 4520.623047
	Iteration 10Q: 3 clusters Score -902803.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -902872.125000 Penalty: 4520.623047
	Iteration 11Q: 3 clusters Score -902872.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -902907.312500 Penalty: 4520.623047
	Iteration 12Q: 3 clusters Score -902907.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -902938.562500 Penalty: 4520.623047
	Iteration 13Q: 3 clusters Score -902938.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -902960.187500 Penalty: 4520.623047
	Iteration 14Q: 3 clusters Score -902960.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -902973.687500 Penalty: 4520.623047
	Iteration 15Q: 3 clusters Score -902973.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -902987.187500 Penalty: 4520.623047
	Iteration 16Q: 3 clusters Score -902987.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -902998.312500 Penalty: 4520.623047
	Iteration 17Q: 3 clusters Score -902998.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -903003.937500 Penalty: 4520.623047
	Iteration 18Q: 3 clusters Score -903003.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -903014.875000 Penalty: 4520.623047
	Iteration 19Q: 3 clusters Score -903014.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -903021.875000 Penalty: 4520.623047
	Iteration 20F: 3 clusters Score -903021.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -903029.562500 Penalty: 4520.623047
	Iteration 21Q: 3 clusters Score -903029.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -903035.375000 Penalty: 4520.623047
	Iteration 22Q: 3 clusters Score -903035.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -903046.375000 Penalty: 4520.623047
	Iteration 23Q: 3 clusters Score -903046.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -903055.125000 Penalty: 4520.623047
	Iteration 24Q: 3 clusters Score -903055.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -903059.750000 Penalty: 4520.623047
	Iteration 25Q: 3 clusters Score -903059.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -903064.500000 Penalty: 4520.623047
	Iteration 26Q: 3 clusters Score -903064.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -903068.500000 Penalty: 4520.623047
	Iteration 27Q: 3 clusters Score -903068.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -903071.312500 Penalty: 4520.623047
	Iteration 28Q: 3 clusters Score -903071.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -903074.187500 Penalty: 4520.623047
	Iteration 29Q: 3 clusters Score -903074.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -903077.187500 Penalty: 4520.623047
	Iteration 30Q: 3 clusters Score -903077.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -903076.812500 Penalty: 4520.623047
	Iteration 31Q: 3 clusters Score -903076.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -903082.875000 Penalty: 4520.623047
	Iteration 32Q: 3 clusters Score -903082.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -903088.125000 Penalty: 4520.623047
	Iteration 33Q: 3 clusters Score -903088.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -903088.500000 Penalty: 4520.623047
	Iteration 34Q: 3 clusters Score -903088.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -903092.312500 Penalty: 4520.623047
	Iteration 35Q: 3 clusters Score -903092.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -903095.250000 Penalty: 4520.623047
	Iteration 36Q: 3 clusters Score -903095.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -903098.562500 Penalty: 4520.623047
	Iteration 37Q: 3 clusters Score -903098.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -903099.437500 Penalty: 4520.623047
	Iteration 38Q: 3 clusters Score -903099.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -903101.062500 Penalty: 4520.623047
	Iteration 39Q: 3 clusters Score -903101.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -903104.062500 Penalty: 4520.623047
	Iteration 40F: 3 clusters Score -903104.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -903110.500000 Penalty: 4520.623047
	Iteration 41Q: 3 clusters Score -903110.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -903111.750000 Penalty: 4520.623047
	Iteration 42Q: 3 clusters Score -903111.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -903114.687500 Penalty: 4520.623047
	Iteration 43Q: 3 clusters Score -903114.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -903120.250000 Penalty: 4520.623047
	Iteration 44Q: 3 clusters Score -903120.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -903123.250000 Penalty: 4520.623047
	Iteration 45Q: 3 clusters Score -903123.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -903123.125000 Penalty: 4520.623047
	Iteration 46Q: 3 clusters Score -903123.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -903127.750000 Penalty: 4520.623047
	Iteration 47Q: 3 clusters Score -903127.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -903130.937500 Penalty: 4520.623047
	Iteration 48Q: 3 clusters Score -903130.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -903133.437500 Penalty: 4520.623047
	Iteration 49Q: 3 clusters Score -903133.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -903134.500000 Penalty: 4520.623047
	Iteration 50Q: 3 clusters Score -903134.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6605 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -903135.562500 Penalty: 4520.623047
	Iteration 51Q: 3 clusters Score -903135.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -903134.562500 Penalty: 4520.623047
	Iteration 52Q: 3 clusters Score -903134.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -903135.812500 Penalty: 4520.623047
	Iteration 53Q: 3 clusters Score -903135.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -903136.750000 Penalty: 4520.623047
	Iteration 54Q: 3 clusters Score -903136.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -903136.750000 Penalty: 4520.623047
	Iteration 55F: 3 clusters Score -903136.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (34951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Entering Unmasked Estep 
Score: -4151413.500000 Penalty: 2594.502197
	Iteration 0F: 2 clusters Score -4151414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -4127701.250000 Penalty: 5189.004395
	Iteration 0F: 3 clusters Score -4127701 nChanged 15709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4136357.750000 Penalty: 5189.004395
	Iteration 1F: 3 clusters Score -4136358 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -4136859.250000 Penalty: 5189.004395
	Iteration 2Q: 3 clusters Score -4136859 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 17776 members 
Entering Unmasked Estep 
Score: -4137385.000000 Penalty: 5189.004395
	Iteration 3Q: 3 clusters Score -4137385 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -4137960.750000 Penalty: 5189.004395
	Iteration 4Q: 3 clusters Score -4137961 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17018 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -4138639.750000 Penalty: 5189.004395
	Iteration 5Q: 3 clusters Score -4138640 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4139571.000000 Penalty: 5189.004395
	Iteration 6Q: 3 clusters Score -4139571 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -4140816.000000 Penalty: 5189.004395
	Iteration 7F: 3 clusters Score -4140816 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -4142200.750000 Penalty: 5189.004395
	Iteration 8F: 3 clusters Score -4142201 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 18096 members 
Entering Unmasked Estep 
Score: -4143413.500000 Penalty: 5189.004395
	Iteration 9F: 3 clusters Score -4143414 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -4144116.750000 Penalty: 5189.004395
	Iteration 10Q: 3 clusters Score -4144117 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -4144415.750000 Penalty: 5189.004395
	Iteration 11Q: 3 clusters Score -4144416 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -4144567.000000 Penalty: 5189.004395
	Iteration 12Q: 3 clusters Score -4144567 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4144662.000000 Penalty: 5189.004395
	Iteration 13Q: 3 clusters Score -4144662 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16431 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -4144716.500000 Penalty: 5189.004395
	Iteration 14Q: 3 clusters Score -4144716 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -4144781.250000 Penalty: 5189.004395
	Iteration 15Q: 3 clusters Score -4144781 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4144849.500000 Penalty: 5189.004395
	Iteration 16Q: 3 clusters Score -4144850 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -4144926.500000 Penalty: 5189.004395
	Iteration 17Q: 3 clusters Score -4144926 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -4144987.250000 Penalty: 5189.004395
	Iteration 18Q: 3 clusters Score -4144987 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4145043.250000 Penalty: 5189.004395
	Iteration 19Q: 3 clusters Score -4145043 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -4145096.750000 Penalty: 5189.004395
	Iteration 20F: 3 clusters Score -4145097 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -4145170.750000 Penalty: 5189.004395
	Iteration 21Q: 3 clusters Score -4145171 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -4145256.500000 Penalty: 5189.004395
	Iteration 22Q: 3 clusters Score -4145256 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -4145320.500000 Penalty: 5189.004395
	Iteration 23Q: 3 clusters Score -4145320 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -4145414.000000 Penalty: 5189.004395
	Iteration 24Q: 3 clusters Score -4145414 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14453 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -4145513.750000 Penalty: 5189.004395
	Iteration 25Q: 3 clusters Score -4145514 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -4145658.750000 Penalty: 5189.004395
	Iteration 26Q: 3 clusters Score -4145659 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -4145774.500000 Penalty: 5189.004395
	Iteration 27Q: 3 clusters Score -4145774 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4145892.500000 Penalty: 5189.004395
	Iteration 28Q: 3 clusters Score -4145892 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -4146013.750000 Penalty: 5189.004395
	Iteration 29Q: 3 clusters Score -4146014 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12806 members 
Mstep: Class 2 contains 22145 members 
Entering Unmasked Estep 
Score: -4146154.750000 Penalty: 5189.004395
	Iteration 30Q: 3 clusters Score -4146155 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -4146283.750000 Penalty: 5189.004395
	Iteration 31Q: 3 clusters Score -4146284 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -4146390.500000 Penalty: 5189.004395
	Iteration 32Q: 3 clusters Score -4146390 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 23243 members 
Entering Unmasked Estep 
Score: -4146506.500000 Penalty: 5189.004395
	Iteration 33Q: 3 clusters Score -4146506 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11366 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -4146586.250000 Penalty: 5189.004395
	Iteration 34Q: 3 clusters Score -4146586 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -4146708.250000 Penalty: 5189.004395
	Iteration 35Q: 3 clusters Score -4146708 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -4146799.000000 Penalty: 5189.004395
	Iteration 36Q: 3 clusters Score -4146799 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -4146892.500000 Penalty: 5189.004395
	Iteration 37Q: 3 clusters Score -4146892 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -4147005.500000 Penalty: 5189.004395
	Iteration 38Q: 3 clusters Score -4147006 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -4147077.000000 Penalty: 5189.004395
	Iteration 39Q: 3 clusters Score -4147077 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -4147153.000000 Penalty: 5189.004395
	Iteration 40F: 3 clusters Score -4147153 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 25814 members 
Entering Unmasked Estep 
Score: -4147207.250000 Penalty: 5189.004395
	Iteration 41Q: 3 clusters Score -4147207 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -4147280.750000 Penalty: 5189.004395
	Iteration 42Q: 3 clusters Score -4147281 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -4147342.500000 Penalty: 5189.004395
	Iteration 43Q: 3 clusters Score -4147342 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 26655 members 
Entering Unmasked Estep 
Score: -4147413.250000 Penalty: 5189.004395
	Iteration 44Q: 3 clusters Score -4147413 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 26926 members 
Entering Unmasked Estep 
Score: -4147480.500000 Penalty: 5189.004395
	Iteration 45Q: 3 clusters Score -4147480 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -4147542.000000 Penalty: 5189.004395
	Iteration 46Q: 3 clusters Score -4147542 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 27462 members 
Entering Unmasked Estep 
Score: -4147614.250000 Penalty: 5189.004395
	Iteration 47Q: 3 clusters Score -4147614 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -4147704.250000 Penalty: 5189.004395
	Iteration 48Q: 3 clusters Score -4147704 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -4147762.750000 Penalty: 5189.004395
	Iteration 49Q: 3 clusters Score -4147763 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -4147852.750000 Penalty: 5189.004395
	Iteration 50Q: 3 clusters Score -4147853 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -4147923.500000 Penalty: 5189.004395
	Iteration 51Q: 3 clusters Score -4147924 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -4148001.250000 Penalty: 5189.004395
	Iteration 52Q: 3 clusters Score -4148001 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -4148081.750000 Penalty: 5189.004395
	Iteration 53Q: 3 clusters Score -4148082 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -4148176.000000 Penalty: 5189.004395
	Iteration 54Q: 3 clusters Score -4148176 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 29645 members 
Entering Unmasked Estep 
Score: -4148237.000000 Penalty: 5189.004395
	Iteration 55Q: 3 clusters Score -4148237 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -4148309.000000 Penalty: 5189.004395
	Iteration 56Q: 3 clusters Score -4148309 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 30110 members 
Entering Unmasked Estep 
Score: -4148390.750000 Penalty: 5189.004395
	Iteration 57Q: 3 clusters Score -4148391 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -4148441.750000 Penalty: 5189.004395
	Iteration 58Q: 3 clusters Score -4148442 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -4148494.750000 Penalty: 5189.004395
	Iteration 59Q: 3 clusters Score -4148495 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -4148557.750000 Penalty: 5189.004395
	Iteration 60F: 3 clusters Score -4148558 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 30917 members 
Entering Unmasked Estep 
Score: -4148610.250000 Penalty: 5189.004395
	Iteration 61Q: 3 clusters Score -4148610 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 31093 members 
Entering Unmasked Estep 
Score: -4148660.000000 Penalty: 5189.004395
	Iteration 62Q: 3 clusters Score -4148660 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -4148710.750000 Penalty: 5189.004395
	Iteration 63Q: 3 clusters Score -4148711 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -4148742.000000 Penalty: 5189.004395
	Iteration 64Q: 3 clusters Score -4148742 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 31507 members 
Entering Unmasked Estep 
Score: -4148789.250000 Penalty: 5189.004395
	Iteration 65Q: 3 clusters Score -4148789 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 31640 members 
Entering Unmasked Estep 
Score: -4148824.000000 Penalty: 5189.004395
	Iteration 66Q: 3 clusters Score -4148824 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 31751 members 
Entering Unmasked Estep 
Score: -4148857.500000 Penalty: 5189.004395
	Iteration 67Q: 3 clusters Score -4148858 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 31872 members 
Entering Unmasked Estep 
Score: -4148892.750000 Penalty: 5189.004395
	Iteration 68Q: 3 clusters Score -4148893 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -4148920.500000 Penalty: 5189.004395
	Iteration 69Q: 3 clusters Score -4148920 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 32099 members 
Entering Unmasked Estep 
Score: -4148956.250000 Penalty: 5189.004395
	Iteration 70Q: 3 clusters Score -4148956 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -4148962.250000 Penalty: 5189.004395
	Iteration 71Q: 3 clusters Score -4148962 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 32261 members 
Entering Unmasked Estep 
Score: -4148998.000000 Penalty: 5189.004395
	Iteration 72Q: 3 clusters Score -4148998 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 32332 members 
Entering Unmasked Estep 
Score: -4149033.250000 Penalty: 5189.004395
	Iteration 73Q: 3 clusters Score -4149033 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 32392 members 
Entering Unmasked Estep 
Score: -4149030.250000 Penalty: 5189.004395
	Iteration 74Q: 3 clusters Score -4149030 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 32450 members 
Entering Unmasked Estep 
Score: -4149048.750000 Penalty: 5189.004395
	Iteration 75Q: 3 clusters Score -4149049 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -4149058.750000 Penalty: 5189.004395
	Iteration 76Q: 3 clusters Score -4149059 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 32540 members 
Entering Unmasked Estep 
Score: -4149062.750000 Penalty: 5189.004395
	Iteration 77Q: 3 clusters Score -4149063 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -4149079.000000 Penalty: 5189.004395
	Iteration 78Q: 3 clusters Score -4149079 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -4149079.250000 Penalty: 5189.004395
	Iteration 79Q: 3 clusters Score -4149079 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 32626 members 
Entering Unmasked Estep 
Score: -4149093.000000 Penalty: 5189.004395
	Iteration 80F: 3 clusters Score -4149093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -4149091.000000 Penalty: 5189.004395
	Iteration 81Q: 3 clusters Score -4149091 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -4149101.250000 Penalty: 5189.004395
	Iteration 82Q: 3 clusters Score -4149101 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 32698 members 
Entering Unmasked Estep 
Score: -4149103.250000 Penalty: 5189.004395
	Iteration 83Q: 3 clusters Score -4149103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 32716 members 
Entering Unmasked Estep 
Score: -4149111.250000 Penalty: 5189.004395
	Iteration 84Q: 3 clusters Score -4149111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 32736 members 
Entering Unmasked Estep 
Score: -4149125.500000 Penalty: 5189.004395
	Iteration 85Q: 3 clusters Score -4149126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -4149130.500000 Penalty: 5189.004395
	Iteration 86Q: 3 clusters Score -4149130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 32769 members 
Entering Unmasked Estep 
Score: -4149138.250000 Penalty: 5189.004395
	Iteration 87Q: 3 clusters Score -4149138 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 32786 members 
Entering Unmasked Estep 
Score: -4149139.500000 Penalty: 5189.004395
	Iteration 88Q: 3 clusters Score -4149140 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 32805 members 
Entering Unmasked Estep 
Score: -4149141.000000 Penalty: 5189.004395
	Iteration 89Q: 3 clusters Score -4149141 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 32819 members 
Entering Unmasked Estep 
Score: -4149143.250000 Penalty: 5189.004395
	Iteration 90Q: 3 clusters Score -4149143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -4149144.250000 Penalty: 5189.004395
	Iteration 91Q: 3 clusters Score -4149144 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 32842 members 
Entering Unmasked Estep 
Score: -4149148.750000 Penalty: 5189.004395
	Iteration 92Q: 3 clusters Score -4149149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -4149156.500000 Penalty: 5189.004395
	Iteration 93Q: 3 clusters Score -4149156 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 32871 members 
Entering Unmasked Estep 
Score: -4149153.250000 Penalty: 5189.004395
	Iteration 94Q: 3 clusters Score -4149153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -4149151.500000 Penalty: 5189.004395
	Iteration 95Q: 3 clusters Score -4149152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -4149158.000000 Penalty: 5189.004395
	Iteration 96Q: 3 clusters Score -4149158 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -4149167.750000 Penalty: 5189.004395
	Iteration 97Q: 3 clusters Score -4149168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -4149167.750000 Penalty: 5189.004395
	Iteration 98Q: 3 clusters Score -4149168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -4149169.500000 Penalty: 5189.004395
	Iteration 99Q: 3 clusters Score -4149170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -4149171.250000 Penalty: 5189.004395
	Iteration 100F: 3 clusters Score -4149171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -4149161.500000 Penalty: 5189.004395
	Iteration 101Q: 3 clusters Score -4149162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -4149177.500000 Penalty: 5189.004395
	Iteration 102Q: 3 clusters Score -4149178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -4149176.500000 Penalty: 5189.004395
	Iteration 103Q: 3 clusters Score -4149176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 33017 members 
Entering Unmasked Estep 
Score: -4149177.500000 Penalty: 5189.004395
	Iteration 104Q: 3 clusters Score -4149178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -4149176.000000 Penalty: 5189.004395
	Iteration 105Q: 3 clusters Score -4149176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -4149179.250000 Penalty: 5189.004395
	Iteration 106Q: 3 clusters Score -4149179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 33035 members 
Entering Unmasked Estep 
Score: -4149182.250000 Penalty: 5189.004395
	Iteration 107Q: 3 clusters Score -4149182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -4149187.500000 Penalty: 5189.004395
	Iteration 108Q: 3 clusters Score -4149188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -4149189.250000 Penalty: 5189.004395
	Iteration 109Q: 3 clusters Score -4149189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -4149193.000000 Penalty: 5189.004395
	Iteration 110Q: 3 clusters Score -4149193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -4149190.500000 Penalty: 5189.004395
	Iteration 111Q: 3 clusters Score -4149190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -4149194.000000 Penalty: 5189.004395
	Iteration 112Q: 3 clusters Score -4149194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -4149196.500000 Penalty: 5189.004395
	Iteration 113Q: 3 clusters Score -4149196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 33077 members 
Entering Unmasked Estep 
Score: -4149206.000000 Penalty: 5189.004395
	Iteration 114Q: 3 clusters Score -4149206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -4149198.000000 Penalty: 5189.004395
	Iteration 115Q: 3 clusters Score -4149198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 33098 members 
Entering Unmasked Estep 
Score: -4149198.750000 Penalty: 5189.004395
	Iteration 116Q: 3 clusters Score -4149199 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 33111 members 
Entering Unmasked Estep 
Score: -4149203.500000 Penalty: 5189.004395
	Iteration 117Q: 3 clusters Score -4149204 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -4149213.000000 Penalty: 5189.004395
	Iteration 118Q: 3 clusters Score -4149213 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 33132 members 
Entering Unmasked Estep 
Score: -4149213.000000 Penalty: 5189.004395
	Iteration 119Q: 3 clusters Score -4149213 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 33148 members 
Entering Unmasked Estep 
Score: -4149218.250000 Penalty: 5189.004395
	Iteration 120F: 3 clusters Score -4149218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 33168 members 
Entering Unmasked Estep 
Score: -4149218.000000 Penalty: 5189.004395
	Iteration 121Q: 3 clusters Score -4149218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -4149220.500000 Penalty: 5189.004395
	Iteration 122Q: 3 clusters Score -4149220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 33205 members 
Entering Unmasked Estep 
Score: -4149228.500000 Penalty: 5189.004395
	Iteration 123Q: 3 clusters Score -4149228 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -4149240.750000 Penalty: 5189.004395
	Iteration 124Q: 3 clusters Score -4149241 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 33243 members 
Entering Unmasked Estep 
Score: -4149243.000000 Penalty: 5189.004395
	Iteration 125Q: 3 clusters Score -4149243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
Score: -4149247.750000 Penalty: 5189.004395
	Iteration 126Q: 3 clusters Score -4149248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -4149247.750000 Penalty: 5189.004395
	Iteration 127Q: 3 clusters Score -4149248 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 33285 members 
Entering Unmasked Estep 
Score: -4149248.500000 Penalty: 5189.004395
	Iteration 128Q: 3 clusters Score -4149248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -4149260.750000 Penalty: 5189.004395
	Iteration 129Q: 3 clusters Score -4149261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 33307 members 
Entering Unmasked Estep 
Score: -4149267.000000 Penalty: 5189.004395
	Iteration 130Q: 3 clusters Score -4149267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -4149266.750000 Penalty: 5189.004395
	Iteration 131Q: 3 clusters Score -4149267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 33326 members 
Entering Unmasked Estep 
Score: -4149271.750000 Penalty: 5189.004395
	Iteration 132Q: 3 clusters Score -4149272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 33337 members 
Entering Unmasked Estep 
Score: -4149272.500000 Penalty: 5189.004395
	Iteration 133Q: 3 clusters Score -4149272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -4149275.000000 Penalty: 5189.004395
	Iteration 134Q: 3 clusters Score -4149275 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 33357 members 
Entering Unmasked Estep 
Score: -4149278.250000 Penalty: 5189.004395
	Iteration 135Q: 3 clusters Score -4149278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 33366 members 
Entering Unmasked Estep 
Score: -4149286.500000 Penalty: 5189.004395
	Iteration 136Q: 3 clusters Score -4149286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -4149292.000000 Penalty: 5189.004395
	Iteration 137Q: 3 clusters Score -4149292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 33389 members 
Entering Unmasked Estep 
Score: -4149295.750000 Penalty: 5189.004395
	Iteration 138Q: 3 clusters Score -4149296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -4149296.250000 Penalty: 5189.004395
	Iteration 139Q: 3 clusters Score -4149296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
Score: -4149289.250000 Penalty: 5189.004395
	Iteration 140F: 3 clusters Score -4149289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 33414 members 
Entering Unmasked Estep 
Score: -4149292.250000 Penalty: 5189.004395
	Iteration 141Q: 3 clusters Score -4149292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -4149287.500000 Penalty: 5189.004395
	Iteration 142Q: 3 clusters Score -4149288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -4149288.000000 Penalty: 5189.004395
	Iteration 143Q: 3 clusters Score -4149288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -4149294.500000 Penalty: 5189.004395
	Iteration 144Q: 3 clusters Score -4149294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -4149296.250000 Penalty: 5189.004395
	Iteration 145Q: 3 clusters Score -4149296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -4149294.500000 Penalty: 5189.004395
	Iteration 146Q: 3 clusters Score -4149294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4149300.250000 Penalty: 5189.004395
	Iteration 147Q: 3 clusters Score -4149300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 33457 members 
Entering Unmasked Estep 
Score: -4149304.250000 Penalty: 5189.004395
	Iteration 148Q: 3 clusters Score -4149304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -4149301.500000 Penalty: 5189.004395
	Iteration 149Q: 3 clusters Score -4149302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -4149303.500000 Penalty: 5189.004395
	Iteration 150Q: 3 clusters Score -4149304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -4149310.500000 Penalty: 5189.004395
	Iteration 151Q: 3 clusters Score -4149310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 33483 members 
Entering Unmasked Estep 
Score: -4149307.000000 Penalty: 5189.004395
	Iteration 152Q: 3 clusters Score -4149307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -4149311.500000 Penalty: 5189.004395
	Iteration 153Q: 3 clusters Score -4149312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -4149313.750000 Penalty: 5189.004395
	Iteration 154Q: 3 clusters Score -4149314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 33499 members 
Entering Unmasked Estep 
Score: -4149316.250000 Penalty: 5189.004395
	Iteration 155Q: 3 clusters Score -4149316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
Score: -4149318.000000 Penalty: 5189.004395
	Iteration 156Q: 3 clusters Score -4149318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 33518 members 
Entering Unmasked Estep 
Score: -4149322.500000 Penalty: 5189.004395
	Iteration 157Q: 3 clusters Score -4149322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 33526 members 
Entering Unmasked Estep 
Score: -4149326.750000 Penalty: 5189.004395
	Iteration 158Q: 3 clusters Score -4149327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -4149331.000000 Penalty: 5189.004395
	Iteration 159Q: 3 clusters Score -4149331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -4149333.750000 Penalty: 5189.004395
	Iteration 160F: 3 clusters Score -4149334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 33541 members 
Entering Unmasked Estep 
Score: -4149332.750000 Penalty: 5189.004395
	Iteration 161Q: 3 clusters Score -4149333 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 33545 members 
Entering Unmasked Estep 
Score: -4149334.750000 Penalty: 5189.004395
	Iteration 162Q: 3 clusters Score -4149335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4149332.750000 Penalty: 5189.004395
	Iteration 163Q: 3 clusters Score -4149333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4149332.750000 Penalty: 5189.004395
	Iteration 164F: 3 clusters Score -4149333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Entering Unmasked Estep 
Score: -3883031.750000 Penalty: 2592.793457
	Iteration 0F: 2 clusters Score -3883032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -3859322.500000 Penalty: 5185.586914
	Iteration 0F: 3 clusters Score -3859322 nChanged 15798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16898 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -3868317.500000 Penalty: 5185.586914
	Iteration 1F: 3 clusters Score -3868318 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16715 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -3869092.750000 Penalty: 5185.586914
	Iteration 2F: 3 clusters Score -3869093 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -3869901.500000 Penalty: 5185.586914
	Iteration 3F: 3 clusters Score -3869902 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3870818.500000 Penalty: 5185.586914
	Iteration 4F: 3 clusters Score -3870818 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -3871951.750000 Penalty: 5185.586914
	Iteration 5F: 3 clusters Score -3871952 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -3873286.250000 Penalty: 5185.586914
	Iteration 6F: 3 clusters Score -3873286 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -3874733.000000 Penalty: 5185.586914
	Iteration 7F: 3 clusters Score -3874733 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16220 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -3876163.500000 Penalty: 5185.586914
	Iteration 8F: 3 clusters Score -3876164 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16242 members 
Mstep: Class 2 contains 18469 members 
Entering Unmasked Estep 
Score: -3877296.000000 Penalty: 5185.586914
	Iteration 9F: 3 clusters Score -3877296 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -3877915.000000 Penalty: 5185.586914
	Iteration 10Q: 3 clusters Score -3877915 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3878203.750000 Penalty: 5185.586914
	Iteration 11Q: 3 clusters Score -3878204 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -3878344.750000 Penalty: 5185.586914
	Iteration 12Q: 3 clusters Score -3878345 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -3878404.750000 Penalty: 5185.586914
	Iteration 13Q: 3 clusters Score -3878405 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -3878473.250000 Penalty: 5185.586914
	Iteration 14Q: 3 clusters Score -3878473 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -3878504.250000 Penalty: 5185.586914
	Iteration 15Q: 3 clusters Score -3878504 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3878518.250000 Penalty: 5185.586914
	Iteration 16Q: 3 clusters Score -3878518 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17053 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -3878539.500000 Penalty: 5185.586914
	Iteration 17Q: 3 clusters Score -3878540 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -3878555.000000 Penalty: 5185.586914
	Iteration 18Q: 3 clusters Score -3878555 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -3878576.500000 Penalty: 5185.586914
	Iteration 19Q: 3 clusters Score -3878576 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -3878592.500000 Penalty: 5185.586914
	Iteration 20F: 3 clusters Score -3878592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -3878596.500000 Penalty: 5185.586914
	Iteration 21Q: 3 clusters Score -3878596 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -3878614.000000 Penalty: 5185.586914
	Iteration 22Q: 3 clusters Score -3878614 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -3878628.250000 Penalty: 5185.586914
	Iteration 23Q: 3 clusters Score -3878628 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -3878624.500000 Penalty: 5185.586914
	Iteration 24Q: 3 clusters Score -3878624 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 16988 members 
Entering Unmasked Estep 
Score: -3878628.500000 Penalty: 5185.586914
	Iteration 25Q: 3 clusters Score -3878628 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17781 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -3878628.250000 Penalty: 5185.586914
	Iteration 26Q: 3 clusters Score -3878628 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3878642.750000 Penalty: 5185.586914
	Iteration 27Q: 3 clusters Score -3878643 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -3878652.250000 Penalty: 5185.586914
	Iteration 28Q: 3 clusters Score -3878652 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3878663.250000 Penalty: 5185.586914
	Iteration 29Q: 3 clusters Score -3878663 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -3878648.250000 Penalty: 5185.586914
	Iteration 30Q: 3 clusters Score -3878648 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3878661.250000 Penalty: 5185.586914
	Iteration 31Q: 3 clusters Score -3878661 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -3878673.500000 Penalty: 5185.586914
	Iteration 32Q: 3 clusters Score -3878674 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18331 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -3878678.500000 Penalty: 5185.586914
	Iteration 33Q: 3 clusters Score -3878678 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -3878685.250000 Penalty: 5185.586914
	Iteration 34Q: 3 clusters Score -3878685 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -3878696.000000 Penalty: 5185.586914
	Iteration 35Q: 3 clusters Score -3878696 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -3878705.000000 Penalty: 5185.586914
	Iteration 36Q: 3 clusters Score -3878705 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 16118 members 
Entering Unmasked Estep 
Score: -3878706.000000 Penalty: 5185.586914
	Iteration 37Q: 3 clusters Score -3878706 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -3878722.000000 Penalty: 5185.586914
	Iteration 38Q: 3 clusters Score -3878722 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -3878714.000000 Penalty: 5185.586914
	Iteration 39Q: 3 clusters Score -3878714 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -3878715.750000 Penalty: 5185.586914
	Iteration 40F: 3 clusters Score -3878716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -3878737.500000 Penalty: 5185.586914
	Iteration 41Q: 3 clusters Score -3878738 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -3878742.750000 Penalty: 5185.586914
	Iteration 42Q: 3 clusters Score -3878743 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19002 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -3878765.750000 Penalty: 5185.586914
	Iteration 43Q: 3 clusters Score -3878766 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3878766.250000 Penalty: 5185.586914
	Iteration 44Q: 3 clusters Score -3878766 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 15499 members 
Entering Unmasked Estep 
Score: -3878770.000000 Penalty: 5185.586914
	Iteration 45Q: 3 clusters Score -3878770 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -3878775.750000 Penalty: 5185.586914
	Iteration 46Q: 3 clusters Score -3878776 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -3878799.500000 Penalty: 5185.586914
	Iteration 47Q: 3 clusters Score -3878800 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -3878804.250000 Penalty: 5185.586914
	Iteration 48Q: 3 clusters Score -3878804 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -3878819.750000 Penalty: 5185.586914
	Iteration 49Q: 3 clusters Score -3878820 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -3878824.000000 Penalty: 5185.586914
	Iteration 50Q: 3 clusters Score -3878824 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -3878840.000000 Penalty: 5185.586914
	Iteration 51Q: 3 clusters Score -3878840 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -3878850.250000 Penalty: 5185.586914
	Iteration 52Q: 3 clusters Score -3878850 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3878859.750000 Penalty: 5185.586914
	Iteration 53Q: 3 clusters Score -3878860 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3878859.500000 Penalty: 5185.586914
	Iteration 54Q: 3 clusters Score -3878860 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -3878872.500000 Penalty: 5185.586914
	Iteration 55Q: 3 clusters Score -3878872 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -3878880.000000 Penalty: 5185.586914
	Iteration 56Q: 3 clusters Score -3878880 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
Score: -3878885.750000 Penalty: 5185.586914
	Iteration 57Q: 3 clusters Score -3878886 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20418 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -3878910.500000 Penalty: 5185.586914
	Iteration 58Q: 3 clusters Score -3878910 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 14191 members 
Entering Unmasked Estep 
Score: -3878913.750000 Penalty: 5185.586914
	Iteration 59Q: 3 clusters Score -3878914 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -3878917.000000 Penalty: 5185.586914
	Iteration 60F: 3 clusters Score -3878917 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -3878925.750000 Penalty: 5185.586914
	Iteration 61Q: 3 clusters Score -3878926 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 13884 members 
Entering Unmasked Estep 
Score: -3878945.250000 Penalty: 5185.586914
	Iteration 62Q: 3 clusters Score -3878945 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20948 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -3878966.250000 Penalty: 5185.586914
	Iteration 63Q: 3 clusters Score -3878966 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3878966.500000 Penalty: 5185.586914
	Iteration 64Q: 3 clusters Score -3878966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21243 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -3879004.500000 Penalty: 5185.586914
	Iteration 65Q: 3 clusters Score -3879004 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21393 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -3879019.000000 Penalty: 5185.586914
	Iteration 66Q: 3 clusters Score -3879019 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -3879035.500000 Penalty: 5185.586914
	Iteration 67Q: 3 clusters Score -3879036 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21697 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -3879078.500000 Penalty: 5185.586914
	Iteration 68Q: 3 clusters Score -3879078 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -3879082.250000 Penalty: 5185.586914
	Iteration 69Q: 3 clusters Score -3879082 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22012 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -3879098.750000 Penalty: 5185.586914
	Iteration 70Q: 3 clusters Score -3879099 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -3879134.250000 Penalty: 5185.586914
	Iteration 71Q: 3 clusters Score -3879134 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3879152.750000 Penalty: 5185.586914
	Iteration 72Q: 3 clusters Score -3879153 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -3879173.750000 Penalty: 5185.586914
	Iteration 73Q: 3 clusters Score -3879174 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -3879180.000000 Penalty: 5185.586914
	Iteration 74Q: 3 clusters Score -3879180 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -3879225.500000 Penalty: 5185.586914
	Iteration 75Q: 3 clusters Score -3879226 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -3879255.500000 Penalty: 5185.586914
	Iteration 76Q: 3 clusters Score -3879256 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -3879268.750000 Penalty: 5185.586914
	Iteration 77Q: 3 clusters Score -3879269 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -3879281.250000 Penalty: 5185.586914
	Iteration 78Q: 3 clusters Score -3879281 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3879307.000000 Penalty: 5185.586914
	Iteration 79Q: 3 clusters Score -3879307 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23588 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -3879340.500000 Penalty: 5185.586914
	Iteration 80F: 3 clusters Score -3879340 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23749 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -3879353.750000 Penalty: 5185.586914
	Iteration 81Q: 3 clusters Score -3879354 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -3879378.250000 Penalty: 5185.586914
	Iteration 82Q: 3 clusters Score -3879378 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24078 members 
Mstep: Class 2 contains 10633 members 
Entering Unmasked Estep 
Score: -3879408.500000 Penalty: 5185.586914
	Iteration 83Q: 3 clusters Score -3879408 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -3879451.250000 Penalty: 5185.586914
	Iteration 84Q: 3 clusters Score -3879451 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24482 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -3879480.250000 Penalty: 5185.586914
	Iteration 85Q: 3 clusters Score -3879480 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24708 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -3879536.500000 Penalty: 5185.586914
	Iteration 86Q: 3 clusters Score -3879536 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24959 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -3879582.250000 Penalty: 5185.586914
	Iteration 87Q: 3 clusters Score -3879582 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25262 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3879651.250000 Penalty: 5185.586914
	Iteration 88Q: 3 clusters Score -3879651 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -3879752.500000 Penalty: 5185.586914
	Iteration 89Q: 3 clusters Score -3879752 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25913 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -3879855.000000 Penalty: 5185.586914
	Iteration 90Q: 3 clusters Score -3879855 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -3879950.500000 Penalty: 5185.586914
	Iteration 91Q: 3 clusters Score -3879950 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 2 contains 8093 members 
Entering Unmasked Estep 
Score: -3880082.500000 Penalty: 5185.586914
	Iteration 92Q: 3 clusters Score -3880082 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 7697 members 
Entering Unmasked Estep 
Score: -3880261.750000 Penalty: 5185.586914
	Iteration 93Q: 3 clusters Score -3880262 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -3880441.750000 Penalty: 5185.586914
	Iteration 94Q: 3 clusters Score -3880442 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -3880625.000000 Penalty: 5185.586914
	Iteration 95Q: 3 clusters Score -3880625 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28244 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -3880786.250000 Penalty: 5185.586914
	Iteration 96Q: 3 clusters Score -3880786 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3880934.750000 Penalty: 5185.586914
	Iteration 97Q: 3 clusters Score -3880935 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28898 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -3881039.750000 Penalty: 5185.586914
	Iteration 98Q: 3 clusters Score -3881040 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -3881132.750000 Penalty: 5185.586914
	Iteration 99Q: 3 clusters Score -3881133 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29392 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -3881187.750000 Penalty: 5185.586914
	Iteration 100F: 3 clusters Score -3881188 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29596 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -3881233.500000 Penalty: 5185.586914
	Iteration 101Q: 3 clusters Score -3881234 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -3881287.500000 Penalty: 5185.586914
	Iteration 102Q: 3 clusters Score -3881288 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -3881320.000000 Penalty: 5185.586914
	Iteration 103Q: 3 clusters Score -3881320 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -3881350.500000 Penalty: 5185.586914
	Iteration 104Q: 3 clusters Score -3881350 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30207 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -3881366.250000 Penalty: 5185.586914
	Iteration 105Q: 3 clusters Score -3881366 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -3881381.000000 Penalty: 5185.586914
	Iteration 106Q: 3 clusters Score -3881381 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3881406.500000 Penalty: 5185.586914
	Iteration 107Q: 3 clusters Score -3881406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30486 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -3881423.500000 Penalty: 5185.586914
	Iteration 108Q: 3 clusters Score -3881424 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30579 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -3881427.500000 Penalty: 5185.586914
	Iteration 109Q: 3 clusters Score -3881428 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30652 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -3881446.250000 Penalty: 5185.586914
	Iteration 110Q: 3 clusters Score -3881446 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30726 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -3881462.500000 Penalty: 5185.586914
	Iteration 111Q: 3 clusters Score -3881462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30784 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -3881473.000000 Penalty: 5185.586914
	Iteration 112Q: 3 clusters Score -3881473 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -3881490.250000 Penalty: 5185.586914
	Iteration 113Q: 3 clusters Score -3881490 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -3881501.250000 Penalty: 5185.586914
	Iteration 114Q: 3 clusters Score -3881501 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -3881520.000000 Penalty: 5185.586914
	Iteration 115Q: 3 clusters Score -3881520 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30996 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3881521.250000 Penalty: 5185.586914
	Iteration 116Q: 3 clusters Score -3881521 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -3881527.250000 Penalty: 5185.586914
	Iteration 117Q: 3 clusters Score -3881527 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -3881518.250000 Penalty: 5185.586914
	Iteration 118Q: 3 clusters Score -3881518 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31103 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -3881525.750000 Penalty: 5185.586914
	Iteration 119Q: 3 clusters Score -3881526 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31139 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3881531.500000 Penalty: 5185.586914
	Iteration 120F: 3 clusters Score -3881532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -3881539.500000 Penalty: 5185.586914
	Iteration 121Q: 3 clusters Score -3881540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31212 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3881540.250000 Penalty: 5185.586914
	Iteration 122Q: 3 clusters Score -3881540 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3881558.500000 Penalty: 5185.586914
	Iteration 123Q: 3 clusters Score -3881558 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -3881563.000000 Penalty: 5185.586914
	Iteration 124Q: 3 clusters Score -3881563 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31344 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -3881571.500000 Penalty: 5185.586914
	Iteration 125Q: 3 clusters Score -3881572 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31393 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -3881579.000000 Penalty: 5185.586914
	Iteration 126Q: 3 clusters Score -3881579 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -3881580.250000 Penalty: 5185.586914
	Iteration 127Q: 3 clusters Score -3881580 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -3881595.750000 Penalty: 5185.586914
	Iteration 128Q: 3 clusters Score -3881596 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31507 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -3881611.500000 Penalty: 5185.586914
	Iteration 129Q: 3 clusters Score -3881612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31524 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -3881607.500000 Penalty: 5185.586914
	Iteration 130Q: 3 clusters Score -3881608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3881603.000000 Penalty: 5185.586914
	Iteration 131Q: 3 clusters Score -3881603 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31564 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3881611.750000 Penalty: 5185.586914
	Iteration 132Q: 3 clusters Score -3881612 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -3881613.250000 Penalty: 5185.586914
	Iteration 133Q: 3 clusters Score -3881613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31591 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -3881615.250000 Penalty: 5185.586914
	Iteration 134Q: 3 clusters Score -3881615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -3881615.000000 Penalty: 5185.586914
	Iteration 135Q: 3 clusters Score -3881615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31615 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -3881621.500000 Penalty: 5185.586914
	Iteration 136Q: 3 clusters Score -3881622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -3881631.750000 Penalty: 5185.586914
	Iteration 137Q: 3 clusters Score -3881632 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -3881623.000000 Penalty: 5185.586914
	Iteration 138Q: 3 clusters Score -3881623 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -3881620.500000 Penalty: 5185.586914
	Iteration 139Q: 3 clusters Score -3881620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -3881617.750000 Penalty: 5185.586914
	Iteration 140F: 3 clusters Score -3881618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31659 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -3881614.500000 Penalty: 5185.586914
	Iteration 141Q: 3 clusters Score -3881614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31666 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -3881620.750000 Penalty: 5185.586914
	Iteration 142Q: 3 clusters Score -3881621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -3881626.500000 Penalty: 5185.586914
	Iteration 143Q: 3 clusters Score -3881626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -3881623.250000 Penalty: 5185.586914
	Iteration 144Q: 3 clusters Score -3881623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -3881623.500000 Penalty: 5185.586914
	Iteration 145Q: 3 clusters Score -3881624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -3881626.000000 Penalty: 5185.586914
	Iteration 146Q: 3 clusters Score -3881626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3881625.250000 Penalty: 5185.586914
	Iteration 147Q: 3 clusters Score -3881625 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3881625.250000 Penalty: 5185.586914
	Iteration 148F: 3 clusters Score -3881625 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (50924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50924 members 
Entering Unmasked Estep 
Score: -6073978.000000 Penalty: 2687.846191
	Iteration 0F: 2 clusters Score -6073978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25380 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -6039450.500000 Penalty: 5375.692383
	Iteration 0F: 3 clusters Score -6039450 nChanged 23556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 25856 members 
Entering Unmasked Estep 
Score: -6052786.000000 Penalty: 5375.692383
	Iteration 1F: 3 clusters Score -6052786 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 26018 members 
Entering Unmasked Estep 
Score: -6053539.500000 Penalty: 5375.692383
	Iteration 2Q: 3 clusters Score -6053540 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -6054345.500000 Penalty: 5375.692383
	Iteration 3Q: 3 clusters Score -6054346 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24401 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -6055356.000000 Penalty: 5375.692383
	Iteration 4Q: 3 clusters Score -6055356 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24228 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -6056629.000000 Penalty: 5375.692383
	Iteration 5Q: 3 clusters Score -6056629 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -6058084.500000 Penalty: 5375.692383
	Iteration 6F: 3 clusters Score -6058084 nChanged 2906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24036 members 
Mstep: Class 2 contains 26888 members 
Entering Unmasked Estep 
Score: -6059886.000000 Penalty: 5375.692383
	Iteration 7F: 3 clusters Score -6059886 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24146 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -6061906.000000 Penalty: 5375.692383
	Iteration 8F: 3 clusters Score -6061906 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 26552 members 
Entering Unmasked Estep 
Score: -6063876.500000 Penalty: 5375.692383
	Iteration 9F: 3 clusters Score -6063876 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 26307 members 
Entering Unmasked Estep 
Score: -6065272.000000 Penalty: 5375.692383
	Iteration 10F: 3 clusters Score -6065272 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 26058 members 
Entering Unmasked Estep 
Score: -6065934.000000 Penalty: 5375.692383
	Iteration 11Q: 3 clusters Score -6065934 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -6066225.500000 Penalty: 5375.692383
	Iteration 12Q: 3 clusters Score -6066226 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 25699 members 
Entering Unmasked Estep 
Score: -6066338.500000 Penalty: 5375.692383
	Iteration 13Q: 3 clusters Score -6066338 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -6066413.000000 Penalty: 5375.692383
	Iteration 14Q: 3 clusters Score -6066413 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25595 members 
Mstep: Class 2 contains 25329 members 
Entering Unmasked Estep 
Score: -6066481.000000 Penalty: 5375.692383
	Iteration 15Q: 3 clusters Score -6066481 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25766 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -6066485.500000 Penalty: 5375.692383
	Iteration 16Q: 3 clusters Score -6066486 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -6066536.500000 Penalty: 5375.692383
	Iteration 17Q: 3 clusters Score -6066536 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26123 members 
Mstep: Class 2 contains 24801 members 
Entering Unmasked Estep 
Score: -6066574.500000 Penalty: 5375.692383
	Iteration 18Q: 3 clusters Score -6066574 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -6066630.500000 Penalty: 5375.692383
	Iteration 19Q: 3 clusters Score -6066630 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26487 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -6066625.500000 Penalty: 5375.692383
	Iteration 20F: 3 clusters Score -6066626 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 24255 members 
Entering Unmasked Estep 
Score: -6066640.000000 Penalty: 5375.692383
	Iteration 21Q: 3 clusters Score -6066640 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -6066678.500000 Penalty: 5375.692383
	Iteration 22Q: 3 clusters Score -6066678 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27023 members 
Mstep: Class 2 contains 23901 members 
Entering Unmasked Estep 
Score: -6066717.500000 Penalty: 5375.692383
	Iteration 23Q: 3 clusters Score -6066718 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -6066756.000000 Penalty: 5375.692383
	Iteration 24Q: 3 clusters Score -6066756 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -6066781.000000 Penalty: 5375.692383
	Iteration 25Q: 3 clusters Score -6066781 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -6066834.500000 Penalty: 5375.692383
	Iteration 26Q: 3 clusters Score -6066834 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -6066863.000000 Penalty: 5375.692383
	Iteration 27Q: 3 clusters Score -6066863 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28218 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -6066911.500000 Penalty: 5375.692383
	Iteration 28Q: 3 clusters Score -6066912 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -6066969.000000 Penalty: 5375.692383
	Iteration 29Q: 3 clusters Score -6066969 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 22120 members 
Entering Unmasked Estep 
Score: -6067046.000000 Penalty: 5375.692383
	Iteration 30Q: 3 clusters Score -6067046 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 21832 members 
Entering Unmasked Estep 
Score: -6067078.500000 Penalty: 5375.692383
	Iteration 31Q: 3 clusters Score -6067078 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -6067120.500000 Penalty: 5375.692383
	Iteration 32Q: 3 clusters Score -6067120 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -6067181.500000 Penalty: 5375.692383
	Iteration 33Q: 3 clusters Score -6067182 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -6067208.500000 Penalty: 5375.692383
	Iteration 34Q: 3 clusters Score -6067208 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -6067274.000000 Penalty: 5375.692383
	Iteration 35Q: 3 clusters Score -6067274 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -6067337.500000 Penalty: 5375.692383
	Iteration 36Q: 3 clusters Score -6067338 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -6067381.500000 Penalty: 5375.692383
	Iteration 37Q: 3 clusters Score -6067382 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 19659 members 
Entering Unmasked Estep 
Score: -6067454.000000 Penalty: 5375.692383
	Iteration 38Q: 3 clusters Score -6067454 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -6067524.500000 Penalty: 5375.692383
	Iteration 39Q: 3 clusters Score -6067524 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -6067587.000000 Penalty: 5375.692383
	Iteration 40F: 3 clusters Score -6067587 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -6067673.500000 Penalty: 5375.692383
	Iteration 41Q: 3 clusters Score -6067674 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32803 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -6067742.500000 Penalty: 5375.692383
	Iteration 42Q: 3 clusters Score -6067742 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -6067773.000000 Penalty: 5375.692383
	Iteration 43Q: 3 clusters Score -6067773 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33552 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -6067842.000000 Penalty: 5375.692383
	Iteration 44Q: 3 clusters Score -6067842 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33938 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -6067894.500000 Penalty: 5375.692383
	Iteration 45Q: 3 clusters Score -6067894 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -6068003.500000 Penalty: 5375.692383
	Iteration 46Q: 3 clusters Score -6068004 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 16091 members 
Entering Unmasked Estep 
Score: -6068107.000000 Penalty: 5375.692383
	Iteration 47Q: 3 clusters Score -6068107 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -6068227.500000 Penalty: 5375.692383
	Iteration 48Q: 3 clusters Score -6068228 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35802 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -6068308.000000 Penalty: 5375.692383
	Iteration 49Q: 3 clusters Score -6068308 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36236 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -6068414.000000 Penalty: 5375.692383
	Iteration 50Q: 3 clusters Score -6068414 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -6068484.000000 Penalty: 5375.692383
	Iteration 51Q: 3 clusters Score -6068484 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37128 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -6068587.000000 Penalty: 5375.692383
	Iteration 52Q: 3 clusters Score -6068587 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37569 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -6068684.500000 Penalty: 5375.692383
	Iteration 53Q: 3 clusters Score -6068684 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38014 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -6068792.500000 Penalty: 5375.692383
	Iteration 54Q: 3 clusters Score -6068792 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38484 members 
Mstep: Class 2 contains 12440 members 
Entering Unmasked Estep 
Score: -6068908.000000 Penalty: 5375.692383
	Iteration 55Q: 3 clusters Score -6068908 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38966 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -6069025.500000 Penalty: 5375.692383
	Iteration 56Q: 3 clusters Score -6069026 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -6069119.000000 Penalty: 5375.692383
	Iteration 57Q: 3 clusters Score -6069119 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 11010 members 
Entering Unmasked Estep 
Score: -6069230.500000 Penalty: 5375.692383
	Iteration 58Q: 3 clusters Score -6069230 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -6069372.000000 Penalty: 5375.692383
	Iteration 59Q: 3 clusters Score -6069372 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40882 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -6069484.500000 Penalty: 5375.692383
	Iteration 60F: 3 clusters Score -6069484 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -6069635.000000 Penalty: 5375.692383
	Iteration 61Q: 3 clusters Score -6069635 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 9055 members 
Entering Unmasked Estep 
Score: -6069785.000000 Penalty: 5375.692383
	Iteration 62Q: 3 clusters Score -6069785 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -6069878.000000 Penalty: 5375.692383
	Iteration 63Q: 3 clusters Score -6069878 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42735 members 
Mstep: Class 2 contains 8189 members 
Entering Unmasked Estep 
Score: -6069983.000000 Penalty: 5375.692383
	Iteration 64Q: 3 clusters Score -6069983 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -6070076.000000 Penalty: 5375.692383
	Iteration 65Q: 3 clusters Score -6070076 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43510 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -6070173.000000 Penalty: 5375.692383
	Iteration 66Q: 3 clusters Score -6070173 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43903 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -6070273.000000 Penalty: 5375.692383
	Iteration 67Q: 3 clusters Score -6070273 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -6070372.000000 Penalty: 5375.692383
	Iteration 68Q: 3 clusters Score -6070372 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -6070488.000000 Penalty: 5375.692383
	Iteration 69Q: 3 clusters Score -6070488 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -6070582.000000 Penalty: 5375.692383
	Iteration 70Q: 3 clusters Score -6070582 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -6070676.000000 Penalty: 5375.692383
	Iteration 71Q: 3 clusters Score -6070676 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -6070749.000000 Penalty: 5375.692383
	Iteration 72Q: 3 clusters Score -6070749 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -6070835.500000 Penalty: 5375.692383
	Iteration 73Q: 3 clusters Score -6070836 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -6070925.500000 Penalty: 5375.692383
	Iteration 74Q: 3 clusters Score -6070926 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46385 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -6071011.000000 Penalty: 5375.692383
	Iteration 75Q: 3 clusters Score -6071011 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46654 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -6071113.000000 Penalty: 5375.692383
	Iteration 76Q: 3 clusters Score -6071113 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -6071210.500000 Penalty: 5375.692383
	Iteration 77Q: 3 clusters Score -6071210 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47154 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -6071284.500000 Penalty: 5375.692383
	Iteration 78Q: 3 clusters Score -6071284 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47390 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -6071376.500000 Penalty: 5375.692383
	Iteration 79Q: 3 clusters Score -6071376 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47585 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -6071455.000000 Penalty: 5375.692383
	Iteration 80F: 3 clusters Score -6071455 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47769 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -6071518.500000 Penalty: 5375.692383
	Iteration 81Q: 3 clusters Score -6071518 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6071555.500000 Penalty: 5375.692383
	Iteration 82Q: 3 clusters Score -6071556 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -6071582.000000 Penalty: 5375.692383
	Iteration 83Q: 3 clusters Score -6071582 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48191 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -6071635.500000 Penalty: 5375.692383
	Iteration 84Q: 3 clusters Score -6071636 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48324 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -6071677.000000 Penalty: 5375.692383
	Iteration 85Q: 3 clusters Score -6071677 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48424 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -6071692.000000 Penalty: 5375.692383
	Iteration 86Q: 3 clusters Score -6071692 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -6071726.000000 Penalty: 5375.692383
	Iteration 87Q: 3 clusters Score -6071726 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48588 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -6071748.500000 Penalty: 5375.692383
	Iteration 88Q: 3 clusters Score -6071748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48648 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -6071756.500000 Penalty: 5375.692383
	Iteration 89Q: 3 clusters Score -6071756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48719 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6071798.000000 Penalty: 5375.692383
	Iteration 90Q: 3 clusters Score -6071798 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48776 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6071814.000000 Penalty: 5375.692383
	Iteration 91Q: 3 clusters Score -6071814 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48824 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6071828.000000 Penalty: 5375.692383
	Iteration 92Q: 3 clusters Score -6071828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48870 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -6071825.000000 Penalty: 5375.692383
	Iteration 93Q: 3 clusters Score -6071825 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48917 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6071844.500000 Penalty: 5375.692383
	Iteration 94Q: 3 clusters Score -6071844 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48961 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6071850.000000 Penalty: 5375.692383
	Iteration 95Q: 3 clusters Score -6071850 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49001 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -6071866.500000 Penalty: 5375.692383
	Iteration 96Q: 3 clusters Score -6071866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49029 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -6071868.000000 Penalty: 5375.692383
	Iteration 97Q: 3 clusters Score -6071868 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49049 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -6071879.000000 Penalty: 5375.692383
	Iteration 98Q: 3 clusters Score -6071879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49071 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -6071892.500000 Penalty: 5375.692383
	Iteration 99Q: 3 clusters Score -6071892 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49090 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -6071898.500000 Penalty: 5375.692383
	Iteration 100F: 3 clusters Score -6071898 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -6071910.500000 Penalty: 5375.692383
	Iteration 101Q: 3 clusters Score -6071910 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49124 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6071913.500000 Penalty: 5375.692383
	Iteration 102Q: 3 clusters Score -6071914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49134 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6071902.000000 Penalty: 5375.692383
	Iteration 103Q: 3 clusters Score -6071902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49145 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -6071901.500000 Penalty: 5375.692383
	Iteration 104Q: 3 clusters Score -6071902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -6071917.000000 Penalty: 5375.692383
	Iteration 105Q: 3 clusters Score -6071917 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49164 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6071923.500000 Penalty: 5375.692383
	Iteration 106Q: 3 clusters Score -6071924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -6071923.500000 Penalty: 5375.692383
	Iteration 107Q: 3 clusters Score -6071924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49177 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -6071930.000000 Penalty: 5375.692383
	Iteration 108Q: 3 clusters Score -6071930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -6071928.500000 Penalty: 5375.692383
	Iteration 109Q: 3 clusters Score -6071928 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49192 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6071930.500000 Penalty: 5375.692383
	Iteration 110Q: 3 clusters Score -6071930 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49195 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -6071934.000000 Penalty: 5375.692383
	Iteration 111Q: 3 clusters Score -6071934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49203 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -6071936.000000 Penalty: 5375.692383
	Iteration 112Q: 3 clusters Score -6071936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49209 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -6071935.500000 Penalty: 5375.692383
	Iteration 113Q: 3 clusters Score -6071936 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49217 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -6071930.500000 Penalty: 5375.692383
	Iteration 114Q: 3 clusters Score -6071930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49223 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6071929.000000 Penalty: 5375.692383
	Iteration 115Q: 3 clusters Score -6071929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49227 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -6071930.000000 Penalty: 5375.692383
	Iteration 116Q: 3 clusters Score -6071930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6071927.500000 Penalty: 5375.692383
	Iteration 117Q: 3 clusters Score -6071928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -6071927.500000 Penalty: 5375.692383
	Iteration 118F: 3 clusters Score -6071928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -205730.718750 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -205730.7 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 995 members 
Entering Unmasked Estep 
Score: -203166.437500 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -203166.4 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -203668.015625 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -203668 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -203846.765625 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -203846.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -203972.828125 Penalty: 3755.961426
	Iteration 3Q: 3 clusters Score -203972.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -204090.984375 Penalty: 3755.961426
	Iteration 4Q: 3 clusters Score -204091 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -204214.890625 Penalty: 3755.961426
	Iteration 5Q: 3 clusters Score -204214.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -204430.406250 Penalty: 3755.961426
	Iteration 6F: 3 clusters Score -204430.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -204680.515625 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -204680.5 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -204995.515625 Penalty: 3755.961426
	Iteration 8F: 3 clusters Score -204995.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -205421.953125 Penalty: 3755.961426
	Iteration 9F: 3 clusters Score -205422 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -205806.718750 Penalty: 3755.961426
	Iteration 10F: 3 clusters Score -205806.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -206007.828125 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -206007.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -206062.250000 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -206062.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -206080.656250 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -206080.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -206087.578125 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -206087.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -206089.906250 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -206089.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -206090.828125 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -206090.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -206092.859375 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -206092.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -206093.375000 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -206093.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -206093.375000 Penalty: 3755.961426
	Iteration 19F: 3 clusters Score -206093.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16453 members 
Mstep: Class 4 contains 180560 members 
Mstep: Class 5 contains 150014 members 
Mstep: Class 6 contains 22451 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 9083 members 
Mstep: Class 10 contains 34951 members 
Mstep: Class 11 contains 34711 members 
Mstep: Class 12 contains 50924 members 
Mstep: Class 13 contains 842 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 19756 members 
Mstep: Class 16 contains 12112 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 191876 members 
Mstep: Class 19 contains 55099 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 173028 members 
Mstep: Class 23 contains 23843 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9121 members 
Mstep: Class 27 contains 17400 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13202 members 
Mstep: Class 30 contains 1781 members 
Mstep: Class 31 contains 273667 members 
Mstep: Class 32 contains 6765 members 
Mstep: Class 33 contains 1102 members 
Entering Unmasked Estep 
Score: -161490640.000000 Penalty: 115928.210938
Splitting cluster 13 changes total score from -161491824.000000 to -161490640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (80465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80465 members 
Entering Unmasked Estep 
Score: -9206874.000000 Penalty: 2801.303223
	Iteration 0F: 2 clusters Score -9206874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -9153009.000000 Penalty: 5602.606445
	Iteration 0F: 3 clusters Score -9153009 nChanged 37708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41731 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -9174499.000000 Penalty: 5602.606445
	Iteration 1F: 3 clusters Score -9174499 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42756 members 
Mstep: Class 2 contains 37709 members 
Entering Unmasked Estep 
Score: -9175063.000000 Penalty: 5602.606445
	Iteration 2Q: 3 clusters Score -9175063 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44190 members 
Mstep: Class 2 contains 36275 members 
Entering Unmasked Estep 
Score: -9175751.000000 Penalty: 5602.606445
	Iteration 3Q: 3 clusters Score -9175751 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46304 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -9176651.000000 Penalty: 5602.606445
	Iteration 4Q: 3 clusters Score -9176651 nChanged 3548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49426 members 
Mstep: Class 2 contains 31039 members 
Entering Unmasked Estep 
Score: -9178106.000000 Penalty: 5602.606445
	Iteration 5Q: 3 clusters Score -9178106 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -9180688.000000 Penalty: 5602.606445
	Iteration 6F: 3 clusters Score -9180688 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 21030 members 
Entering Unmasked Estep 
Score: -9184788.000000 Penalty: 5602.606445
	Iteration 7F: 3 clusters Score -9184788 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66004 members 
Mstep: Class 2 contains 14461 members 
Entering Unmasked Estep 
Score: -9190530.000000 Penalty: 5602.606445
	Iteration 8F: 3 clusters Score -9190530 nChanged 6070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72072 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -9196329.000000 Penalty: 5602.606445
	Iteration 9F: 3 clusters Score -9196329 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76360 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -9200651.000000 Penalty: 5602.606445
	Iteration 10F: 3 clusters Score -9200651 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78632 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -9202814.000000 Penalty: 5602.606445
	Iteration 11Q: 3 clusters Score -9202814 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79551 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9203648.000000 Penalty: 5602.606445
	Iteration 12Q: 3 clusters Score -9203648 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79909 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9204009.000000 Penalty: 5602.606445
	Iteration 13Q: 3 clusters Score -9204009 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80055 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -9204194.000000 Penalty: 5602.606445
	Iteration 14Q: 3 clusters Score -9204194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80114 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9204286.000000 Penalty: 5602.606445
	Iteration 15Q: 3 clusters Score -9204286 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80138 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9204334.000000 Penalty: 5602.606445
	Iteration 16Q: 3 clusters Score -9204334 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80145 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -9204375.000000 Penalty: 5602.606445
	Iteration 17Q: 3 clusters Score -9204375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80146 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9204385.000000 Penalty: 5602.606445
	Iteration 18Q: 3 clusters Score -9204385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80147 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9204387.000000 Penalty: 5602.606445
	Iteration 19Q: 3 clusters Score -9204387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80148 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9204387.000000 Penalty: 5602.606445
	Iteration 20F: 3 clusters Score -9204387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80151 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9204396.000000 Penalty: 5602.606445
	Iteration 21Q: 3 clusters Score -9204396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80154 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9204399.000000 Penalty: 5602.606445
	Iteration 22Q: 3 clusters Score -9204399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9204406.000000 Penalty: 5602.606445
	Iteration 23Q: 3 clusters Score -9204406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80159 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -9204403.000000 Penalty: 5602.606445
	Iteration 24Q: 3 clusters Score -9204403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9204407.000000 Penalty: 5602.606445
	Iteration 25Q: 3 clusters Score -9204407 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80157 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9204416.000000 Penalty: 5602.606445
	Iteration 26Q: 3 clusters Score -9204416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9204411.000000 Penalty: 5602.606445
	Iteration 27Q: 3 clusters Score -9204411 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80158 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9204411.000000 Penalty: 5602.606445
	Iteration 28F: 3 clusters Score -9204411 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19756 members 
Entering Unmasked Estep 
Score: -2215425.250000 Penalty: 2453.020752
	Iteration 0F: 2 clusters Score -2215425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -2201577.000000 Penalty: 4906.041504
	Iteration 0F: 3 clusters Score -2201577 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -2206159.250000 Penalty: 4906.041504
	Iteration 1F: 3 clusters Score -2206159 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2206553.500000 Penalty: 4906.041504
	Iteration 2F: 3 clusters Score -2206554 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2206910.250000 Penalty: 4906.041504
	Iteration 3Q: 3 clusters Score -2206910 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10635 members 
Mstep: Class 2 contains 9121 members 
Entering Unmasked Estep 
Score: -2207264.750000 Penalty: 4906.041504
	Iteration 4Q: 3 clusters Score -2207265 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -2207574.750000 Penalty: 4906.041504
	Iteration 5Q: 3 clusters Score -2207575 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2207919.250000 Penalty: 4906.041504
	Iteration 6Q: 3 clusters Score -2207919 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 8387 members 
Entering Unmasked Estep 
Score: -2208307.750000 Penalty: 4906.041504
	Iteration 7Q: 3 clusters Score -2208308 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 8071 members 
Entering Unmasked Estep 
Score: -2208722.500000 Penalty: 4906.041504
	Iteration 8Q: 3 clusters Score -2208722 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12061 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -2209210.000000 Penalty: 4906.041504
	Iteration 9Q: 3 clusters Score -2209210 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -2209705.000000 Penalty: 4906.041504
	Iteration 10Q: 3 clusters Score -2209705 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -2210180.000000 Penalty: 4906.041504
	Iteration 11Q: 3 clusters Score -2210180 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -2210606.500000 Penalty: 4906.041504
	Iteration 12Q: 3 clusters Score -2210606 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13836 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -2211036.750000 Penalty: 4906.041504
	Iteration 13Q: 3 clusters Score -2211037 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14319 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2211415.750000 Penalty: 4906.041504
	Iteration 14Q: 3 clusters Score -2211416 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2211764.000000 Penalty: 4906.041504
	Iteration 15Q: 3 clusters Score -2211764 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -2212054.000000 Penalty: 4906.041504
	Iteration 16Q: 3 clusters Score -2212054 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -2212289.000000 Penalty: 4906.041504
	Iteration 17Q: 3 clusters Score -2212289 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -2212481.250000 Penalty: 4906.041504
	Iteration 18Q: 3 clusters Score -2212481 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -2212629.500000 Penalty: 4906.041504
	Iteration 19Q: 3 clusters Score -2212630 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -2212731.250000 Penalty: 4906.041504
	Iteration 20F: 3 clusters Score -2212731 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -2212803.750000 Penalty: 4906.041504
	Iteration 21Q: 3 clusters Score -2212804 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -2212862.750000 Penalty: 4906.041504
	Iteration 22Q: 3 clusters Score -2212863 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2212900.000000 Penalty: 4906.041504
	Iteration 23Q: 3 clusters Score -2212900 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -2212925.000000 Penalty: 4906.041504
	Iteration 24Q: 3 clusters Score -2212925 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -2212965.750000 Penalty: 4906.041504
	Iteration 25Q: 3 clusters Score -2212966 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2212993.000000 Penalty: 4906.041504
	Iteration 26Q: 3 clusters Score -2212993 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -2213019.500000 Penalty: 4906.041504
	Iteration 27Q: 3 clusters Score -2213020 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2213036.500000 Penalty: 4906.041504
	Iteration 28Q: 3 clusters Score -2213036 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2213059.750000 Penalty: 4906.041504
	Iteration 29Q: 3 clusters Score -2213060 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -2213090.500000 Penalty: 4906.041504
	Iteration 30Q: 3 clusters Score -2213090 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17451 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2213116.250000 Penalty: 4906.041504
	Iteration 31Q: 3 clusters Score -2213116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -2213135.250000 Penalty: 4906.041504
	Iteration 32Q: 3 clusters Score -2213135 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -2213168.750000 Penalty: 4906.041504
	Iteration 33Q: 3 clusters Score -2213169 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -2213196.750000 Penalty: 4906.041504
	Iteration 34Q: 3 clusters Score -2213197 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2213227.000000 Penalty: 4906.041504
	Iteration 35Q: 3 clusters Score -2213227 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2213258.000000 Penalty: 4906.041504
	Iteration 36Q: 3 clusters Score -2213258 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2213296.500000 Penalty: 4906.041504
	Iteration 37Q: 3 clusters Score -2213296 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2213325.000000 Penalty: 4906.041504
	Iteration 38Q: 3 clusters Score -2213325 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17970 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2213341.500000 Penalty: 4906.041504
	Iteration 39Q: 3 clusters Score -2213342 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2213352.250000 Penalty: 4906.041504
	Iteration 40F: 3 clusters Score -2213352 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -2213374.250000 Penalty: 4906.041504
	Iteration 41Q: 3 clusters Score -2213374 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2213384.250000 Penalty: 4906.041504
	Iteration 42Q: 3 clusters Score -2213384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18124 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2213397.500000 Penalty: 4906.041504
	Iteration 43Q: 3 clusters Score -2213398 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2213414.000000 Penalty: 4906.041504
	Iteration 44Q: 3 clusters Score -2213414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2213418.000000 Penalty: 4906.041504
	Iteration 45Q: 3 clusters Score -2213418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2213427.250000 Penalty: 4906.041504
	Iteration 46Q: 3 clusters Score -2213427 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2213425.750000 Penalty: 4906.041504
	Iteration 47Q: 3 clusters Score -2213426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2213429.500000 Penalty: 4906.041504
	Iteration 48Q: 3 clusters Score -2213430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -2213433.750000 Penalty: 4906.041504
	Iteration 49Q: 3 clusters Score -2213434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2213441.000000 Penalty: 4906.041504
	Iteration 50Q: 3 clusters Score -2213441 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -2213439.750000 Penalty: 4906.041504
	Iteration 51Q: 3 clusters Score -2213440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -2213438.000000 Penalty: 4906.041504
	Iteration 52Q: 3 clusters Score -2213438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2213439.250000 Penalty: 4906.041504
	Iteration 53Q: 3 clusters Score -2213439 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2213445.000000 Penalty: 4906.041504
	Iteration 54Q: 3 clusters Score -2213445 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -2213444.750000 Penalty: 4906.041504
	Iteration 55Q: 3 clusters Score -2213445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2213445.500000 Penalty: 4906.041504
	Iteration 56Q: 3 clusters Score -2213446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -2213451.500000 Penalty: 4906.041504
	Iteration 57Q: 3 clusters Score -2213452 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2213450.500000 Penalty: 4906.041504
	Iteration 58Q: 3 clusters Score -2213450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -2213453.750000 Penalty: 4906.041504
	Iteration 59Q: 3 clusters Score -2213454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -2213456.750000 Penalty: 4906.041504
	Iteration 60F: 3 clusters Score -2213457 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -2213460.500000 Penalty: 4906.041504
	Iteration 61Q: 3 clusters Score -2213460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2213463.500000 Penalty: 4906.041504
	Iteration 62Q: 3 clusters Score -2213464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2213468.750000 Penalty: 4906.041504
	Iteration 63Q: 3 clusters Score -2213469 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2213474.250000 Penalty: 4906.041504
	Iteration 64Q: 3 clusters Score -2213474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2213478.000000 Penalty: 4906.041504
	Iteration 65Q: 3 clusters Score -2213478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2213480.000000 Penalty: 4906.041504
	Iteration 66Q: 3 clusters Score -2213480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -2213484.750000 Penalty: 4906.041504
	Iteration 67Q: 3 clusters Score -2213485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18380 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2213483.000000 Penalty: 4906.041504
	Iteration 68Q: 3 clusters Score -2213483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2213487.250000 Penalty: 4906.041504
	Iteration 69Q: 3 clusters Score -2213487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2213488.250000 Penalty: 4906.041504
	Iteration 70Q: 3 clusters Score -2213488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2213487.000000 Penalty: 4906.041504
	Iteration 71Q: 3 clusters Score -2213487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2213484.750000 Penalty: 4906.041504
	Iteration 72Q: 3 clusters Score -2213485 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18402 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -2213484.750000 Penalty: 4906.041504
	Iteration 73F: 3 clusters Score -2213485 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Entering Unmasked Estep 
Score: -1079951.500000 Penalty: 2331.684082
	Iteration 0F: 2 clusters Score -1079952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1070849.125000 Penalty: 4663.368164
	Iteration 0F: 3 clusters Score -1070849 nChanged 5118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1073666.875000 Penalty: 4663.368164
	Iteration 1F: 3 clusters Score -1073667 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1074211.875000 Penalty: 4663.368164
	Iteration 2F: 3 clusters Score -1074212 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1074826.500000 Penalty: 4663.368164
	Iteration 3F: 3 clusters Score -1074826 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1075601.000000 Penalty: 4663.368164
	Iteration 4F: 3 clusters Score -1075601 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1076479.375000 Penalty: 4663.368164
	Iteration 5F: 3 clusters Score -1076479 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1077327.500000 Penalty: 4663.368164
	Iteration 6F: 3 clusters Score -1077328 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1077942.750000 Penalty: 4663.368164
	Iteration 7F: 3 clusters Score -1077943 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1078297.250000 Penalty: 4663.368164
	Iteration 8Q: 3 clusters Score -1078297 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1078518.250000 Penalty: 4663.368164
	Iteration 9Q: 3 clusters Score -1078518 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -1078669.250000 Penalty: 4663.368164
	Iteration 10Q: 3 clusters Score -1078669 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1078781.750000 Penalty: 4663.368164
	Iteration 11Q: 3 clusters Score -1078782 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -1078855.125000 Penalty: 4663.368164
	Iteration 12Q: 3 clusters Score -1078855 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1078911.750000 Penalty: 4663.368164
	Iteration 13Q: 3 clusters Score -1078912 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -1078946.000000 Penalty: 4663.368164
	Iteration 14Q: 3 clusters Score -1078946 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1078970.250000 Penalty: 4663.368164
	Iteration 15Q: 3 clusters Score -1078970 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -1078992.125000 Penalty: 4663.368164
	Iteration 16Q: 3 clusters Score -1078992 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1079006.625000 Penalty: 4663.368164
	Iteration 17Q: 3 clusters Score -1079007 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1079013.125000 Penalty: 4663.368164
	Iteration 18Q: 3 clusters Score -1079013 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1079022.000000 Penalty: 4663.368164
	Iteration 19Q: 3 clusters Score -1079022 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -1079031.625000 Penalty: 4663.368164
	Iteration 20F: 3 clusters Score -1079032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6790 members 
Entering Unmasked Estep 
Score: -1079041.250000 Penalty: 4663.368164
	Iteration 21Q: 3 clusters Score -1079041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1079046.375000 Penalty: 4663.368164
	Iteration 22Q: 3 clusters Score -1079046 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1079051.375000 Penalty: 4663.368164
	Iteration 23Q: 3 clusters Score -1079051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1079056.375000 Penalty: 4663.368164
	Iteration 24Q: 3 clusters Score -1079056 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1079059.750000 Penalty: 4663.368164
	Iteration 25Q: 3 clusters Score -1079060 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1079064.875000 Penalty: 4663.368164
	Iteration 26Q: 3 clusters Score -1079065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1079065.750000 Penalty: 4663.368164
	Iteration 27Q: 3 clusters Score -1079066 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6941 members 
Entering Unmasked Estep 
Score: -1079070.500000 Penalty: 4663.368164
	Iteration 28Q: 3 clusters Score -1079070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -1079074.000000 Penalty: 4663.368164
	Iteration 29Q: 3 clusters Score -1079074 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1079076.000000 Penalty: 4663.368164
	Iteration 30Q: 3 clusters Score -1079076 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1079078.000000 Penalty: 4663.368164
	Iteration 31Q: 3 clusters Score -1079078 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1079080.625000 Penalty: 4663.368164
	Iteration 32Q: 3 clusters Score -1079081 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1079084.250000 Penalty: 4663.368164
	Iteration 33Q: 3 clusters Score -1079084 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1079086.125000 Penalty: 4663.368164
	Iteration 34Q: 3 clusters Score -1079086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1079092.125000 Penalty: 4663.368164
	Iteration 35Q: 3 clusters Score -1079092 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1079100.125000 Penalty: 4663.368164
	Iteration 36Q: 3 clusters Score -1079100 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -1079105.000000 Penalty: 4663.368164
	Iteration 37Q: 3 clusters Score -1079105 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1079114.875000 Penalty: 4663.368164
	Iteration 38Q: 3 clusters Score -1079115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1079120.125000 Penalty: 4663.368164
	Iteration 39Q: 3 clusters Score -1079120 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -1079128.125000 Penalty: 4663.368164
	Iteration 40F: 3 clusters Score -1079128 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -1079134.500000 Penalty: 4663.368164
	Iteration 41Q: 3 clusters Score -1079134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1079144.125000 Penalty: 4663.368164
	Iteration 42Q: 3 clusters Score -1079144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1079149.750000 Penalty: 4663.368164
	Iteration 43Q: 3 clusters Score -1079150 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 7376 members 
Entering Unmasked Estep 
Score: -1079158.125000 Penalty: 4663.368164
	Iteration 44Q: 3 clusters Score -1079158 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1079162.000000 Penalty: 4663.368164
	Iteration 45Q: 3 clusters Score -1079162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -1079166.625000 Penalty: 4663.368164
	Iteration 46Q: 3 clusters Score -1079167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -1079168.750000 Penalty: 4663.368164
	Iteration 47Q: 3 clusters Score -1079169 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1079173.000000 Penalty: 4663.368164
	Iteration 48Q: 3 clusters Score -1079173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -1079173.000000 Penalty: 4663.368164
	Iteration 49Q: 3 clusters Score -1079173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -1079174.000000 Penalty: 4663.368164
	Iteration 50Q: 3 clusters Score -1079174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1079175.500000 Penalty: 4663.368164
	Iteration 51Q: 3 clusters Score -1079176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -1079178.250000 Penalty: 4663.368164
	Iteration 52Q: 3 clusters Score -1079178 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1079182.875000 Penalty: 4663.368164
	Iteration 53Q: 3 clusters Score -1079183 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -1079184.000000 Penalty: 4663.368164
	Iteration 54Q: 3 clusters Score -1079184 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1079187.875000 Penalty: 4663.368164
	Iteration 55Q: 3 clusters Score -1079188 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 7591 members 
Entering Unmasked Estep 
Score: -1079191.250000 Penalty: 4663.368164
	Iteration 56Q: 3 clusters Score -1079191 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1079196.875000 Penalty: 4663.368164
	Iteration 57Q: 3 clusters Score -1079197 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -1079201.625000 Penalty: 4663.368164
	Iteration 58Q: 3 clusters Score -1079202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 7656 members 
Entering Unmasked Estep 
Score: -1079204.500000 Penalty: 4663.368164
	Iteration 59Q: 3 clusters Score -1079204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1079210.875000 Penalty: 4663.368164
	Iteration 60F: 3 clusters Score -1079211 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1079210.125000 Penalty: 4663.368164
	Iteration 61Q: 3 clusters Score -1079210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7719 members 
Entering Unmasked Estep 
Score: -1079218.000000 Penalty: 4663.368164
	Iteration 62Q: 3 clusters Score -1079218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1079220.375000 Penalty: 4663.368164
	Iteration 63Q: 3 clusters Score -1079220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -1079222.750000 Penalty: 4663.368164
	Iteration 64Q: 3 clusters Score -1079223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1079229.375000 Penalty: 4663.368164
	Iteration 65Q: 3 clusters Score -1079229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -1079232.375000 Penalty: 4663.368164
	Iteration 66Q: 3 clusters Score -1079232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1079238.375000 Penalty: 4663.368164
	Iteration 67Q: 3 clusters Score -1079238 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -1079243.125000 Penalty: 4663.368164
	Iteration 68Q: 3 clusters Score -1079243 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -1079248.125000 Penalty: 4663.368164
	Iteration 69Q: 3 clusters Score -1079248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -1079248.500000 Penalty: 4663.368164
	Iteration 70Q: 3 clusters Score -1079248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1079249.500000 Penalty: 4663.368164
	Iteration 71Q: 3 clusters Score -1079250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -1079251.125000 Penalty: 4663.368164
	Iteration 72Q: 3 clusters Score -1079251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 7923 members 
Entering Unmasked Estep 
Score: -1079252.125000 Penalty: 4663.368164
	Iteration 73Q: 3 clusters Score -1079252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1079257.375000 Penalty: 4663.368164
	Iteration 74Q: 3 clusters Score -1079257 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 7938 members 
Entering Unmasked Estep 
Score: -1079257.250000 Penalty: 4663.368164
	Iteration 75Q: 3 clusters Score -1079257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 7939 members 
Entering Unmasked Estep 
Score: -1079256.875000 Penalty: 4663.368164
	Iteration 76Q: 3 clusters Score -1079257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -1079256.750000 Penalty: 4663.368164
	Iteration 77Q: 3 clusters Score -1079257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1079257.875000 Penalty: 4663.368164
	Iteration 78Q: 3 clusters Score -1079258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1079258.375000 Penalty: 4663.368164
	Iteration 79Q: 3 clusters Score -1079258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -1079260.250000 Penalty: 4663.368164
	Iteration 80F: 3 clusters Score -1079260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1079258.750000 Penalty: 4663.368164
	Iteration 81Q: 3 clusters Score -1079259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 7959 members 
Entering Unmasked Estep 
Score: -1079258.000000 Penalty: 4663.368164
	Iteration 82Q: 3 clusters Score -1079258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1079257.500000 Penalty: 4663.368164
	Iteration 83Q: 3 clusters Score -1079258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1079257.875000 Penalty: 4663.368164
	Iteration 84Q: 3 clusters Score -1079258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1079258.375000 Penalty: 4663.368164
	Iteration 85Q: 3 clusters Score -1079258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -1079258.375000 Penalty: 4663.368164
	Iteration 86Q: 3 clusters Score -1079258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1079258.750000 Penalty: 4663.368164
	Iteration 87Q: 3 clusters Score -1079259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1079258.750000 Penalty: 4663.368164
	Iteration 88F: 3 clusters Score -1079259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Entering Unmasked Estep 
Score: -980982.312500 Penalty: 2250.111572
	Iteration 0F: 2 clusters Score -980982.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -974053.875000 Penalty: 4500.223145
	Iteration 0F: 3 clusters Score -974053.9 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -976006.500000 Penalty: 4500.223145
	Iteration 1F: 3 clusters Score -976006.5 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -976320.125000 Penalty: 4500.223145
	Iteration 2F: 3 clusters Score -976320.1 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -976535.125000 Penalty: 4500.223145
	Iteration 3F: 3 clusters Score -976535.1 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -976703.312500 Penalty: 4500.223145
	Iteration 4Q: 3 clusters Score -976703.3 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -976871.312500 Penalty: 4500.223145
	Iteration 5Q: 3 clusters Score -976871.3 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -977057.125000 Penalty: 4500.223145
	Iteration 6Q: 3 clusters Score -977057.1 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -977244.437500 Penalty: 4500.223145
	Iteration 7Q: 3 clusters Score -977244.4 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -977455.750000 Penalty: 4500.223145
	Iteration 8Q: 3 clusters Score -977455.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -977667.250000 Penalty: 4500.223145
	Iteration 9Q: 3 clusters Score -977667.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -977885.187500 Penalty: 4500.223145
	Iteration 10Q: 3 clusters Score -977885.2 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -978090.687500 Penalty: 4500.223145
	Iteration 11Q: 3 clusters Score -978090.7 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -978298.187500 Penalty: 4500.223145
	Iteration 12Q: 3 clusters Score -978298.2 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -978477.375000 Penalty: 4500.223145
	Iteration 13Q: 3 clusters Score -978477.4 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -978614.562500 Penalty: 4500.223145
	Iteration 14Q: 3 clusters Score -978614.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -978741.125000 Penalty: 4500.223145
	Iteration 15Q: 3 clusters Score -978741.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -978818.187500 Penalty: 4500.223145
	Iteration 16Q: 3 clusters Score -978818.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -978870.125000 Penalty: 4500.223145
	Iteration 17Q: 3 clusters Score -978870.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -978902.062500 Penalty: 4500.223145
	Iteration 18Q: 3 clusters Score -978902.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -978929.312500 Penalty: 4500.223145
	Iteration 19Q: 3 clusters Score -978929.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -978962.375000 Penalty: 4500.223145
	Iteration 20F: 3 clusters Score -978962.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -978987.312500 Penalty: 4500.223145
	Iteration 21Q: 3 clusters Score -978987.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -979011.625000 Penalty: 4500.223145
	Iteration 22Q: 3 clusters Score -979011.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -979018.625000 Penalty: 4500.223145
	Iteration 23Q: 3 clusters Score -979018.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -979020.375000 Penalty: 4500.223145
	Iteration 24Q: 3 clusters Score -979020.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -979021.250000 Penalty: 4500.223145
	Iteration 25Q: 3 clusters Score -979021.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -979021.250000 Penalty: 4500.223145
	Iteration 26F: 3 clusters Score -979021.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (191876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191876 members 
Entering Unmasked Estep 
Score: -22698254.000000 Penalty: 3016.821777
	Iteration 0F: 2 clusters Score -2.269825e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96011 members 
Mstep: Class 2 contains 95865 members 
Entering Unmasked Estep 
Score: -22572238.000000 Penalty: 6033.643555
	Iteration 0F: 3 clusters Score -2.257224e+07 nChanged 92169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95860 members 
Mstep: Class 2 contains 96016 members 
Entering Unmasked Estep 
Score: -22625960.000000 Penalty: 6033.643555
	Iteration 1F: 3 clusters Score -2.262596e+07 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95925 members 
Mstep: Class 2 contains 95951 members 
Entering Unmasked Estep 
Score: -22626968.000000 Penalty: 6033.643555
	Iteration 2Q: 3 clusters Score -2.262697e+07 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95884 members 
Mstep: Class 2 contains 95992 members 
Entering Unmasked Estep 
Score: -22628122.000000 Penalty: 6033.643555
	Iteration 3Q: 3 clusters Score -2.262812e+07 nChanged 6103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95751 members 
Mstep: Class 2 contains 96125 members 
Entering Unmasked Estep 
Score: -22629844.000000 Penalty: 6033.643555
	Iteration 4Q: 3 clusters Score -2.262984e+07 nChanged 6947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95570 members 
Mstep: Class 2 contains 96306 members 
Entering Unmasked Estep 
Score: -22632268.000000 Penalty: 6033.643555
	Iteration 5Q: 3 clusters Score -2.263227e+07 nChanged 8024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95230 members 
Mstep: Class 2 contains 96646 members 
Entering Unmasked Estep 
Score: -22635808.000000 Penalty: 6033.643555
	Iteration 6Q: 3 clusters Score -2.263581e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94722 members 
Mstep: Class 2 contains 97154 members 
Entering Unmasked Estep 
Score: -22641396.000000 Penalty: 6033.643555
	Iteration 7F: 3 clusters Score -2.26414e+07 nChanged 11494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93960 members 
Mstep: Class 2 contains 97916 members 
Entering Unmasked Estep 
Score: -22649398.000000 Penalty: 6033.643555
	Iteration 8F: 3 clusters Score -2.26494e+07 nChanged 12724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92676 members 
Mstep: Class 2 contains 99200 members 
Entering Unmasked Estep 
Score: -22659158.000000 Penalty: 6033.643555
	Iteration 9F: 3 clusters Score -2.265916e+07 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91374 members 
Mstep: Class 2 contains 100502 members 
Entering Unmasked Estep 
Score: -22666814.000000 Penalty: 6033.643555
	Iteration 10F: 3 clusters Score -2.266681e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90190 members 
Mstep: Class 2 contains 101686 members 
Entering Unmasked Estep 
Score: -22669840.000000 Penalty: 6033.643555
	Iteration 11Q: 3 clusters Score -2.266984e+07 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89103 members 
Mstep: Class 2 contains 102773 members 
Entering Unmasked Estep 
Score: -22671222.000000 Penalty: 6033.643555
	Iteration 12Q: 3 clusters Score -2.267122e+07 nChanged 3199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87970 members 
Mstep: Class 2 contains 103906 members 
Entering Unmasked Estep 
Score: -22671932.000000 Penalty: 6033.643555
	Iteration 13Q: 3 clusters Score -2.267193e+07 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86845 members 
Mstep: Class 2 contains 105031 members 
Entering Unmasked Estep 
Score: -22672460.000000 Penalty: 6033.643555
	Iteration 14Q: 3 clusters Score -2.267246e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85710 members 
Mstep: Class 2 contains 106166 members 
Entering Unmasked Estep 
Score: -22673162.000000 Penalty: 6033.643555
	Iteration 15Q: 3 clusters Score -2.267316e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84617 members 
Mstep: Class 2 contains 107259 members 
Entering Unmasked Estep 
Score: -22673894.000000 Penalty: 6033.643555
	Iteration 16Q: 3 clusters Score -2.267389e+07 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83419 members 
Mstep: Class 2 contains 108457 members 
Entering Unmasked Estep 
Score: -22674470.000000 Penalty: 6033.643555
	Iteration 17Q: 3 clusters Score -2.267447e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82168 members 
Mstep: Class 2 contains 109708 members 
Entering Unmasked Estep 
Score: -22675052.000000 Penalty: 6033.643555
	Iteration 18Q: 3 clusters Score -2.267505e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80917 members 
Mstep: Class 2 contains 110959 members 
Entering Unmasked Estep 
Score: -22675666.000000 Penalty: 6033.643555
	Iteration 19Q: 3 clusters Score -2.267567e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79685 members 
Mstep: Class 2 contains 112191 members 
Entering Unmasked Estep 
Score: -22676028.000000 Penalty: 6033.643555
	Iteration 20F: 3 clusters Score -2.267603e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78516 members 
Mstep: Class 2 contains 113360 members 
Entering Unmasked Estep 
Score: -22676450.000000 Penalty: 6033.643555
	Iteration 21Q: 3 clusters Score -2.267645e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77323 members 
Mstep: Class 2 contains 114553 members 
Entering Unmasked Estep 
Score: -22676844.000000 Penalty: 6033.643555
	Iteration 22Q: 3 clusters Score -2.267684e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76047 members 
Mstep: Class 2 contains 115829 members 
Entering Unmasked Estep 
Score: -22677170.000000 Penalty: 6033.643555
	Iteration 23Q: 3 clusters Score -2.267717e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74698 members 
Mstep: Class 2 contains 117178 members 
Entering Unmasked Estep 
Score: -22677594.000000 Penalty: 6033.643555
	Iteration 24Q: 3 clusters Score -2.267759e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73283 members 
Mstep: Class 2 contains 118593 members 
Entering Unmasked Estep 
Score: -22677936.000000 Penalty: 6033.643555
	Iteration 25Q: 3 clusters Score -2.267794e+07 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71857 members 
Mstep: Class 2 contains 120019 members 
Entering Unmasked Estep 
Score: -22678322.000000 Penalty: 6033.643555
	Iteration 26Q: 3 clusters Score -2.267832e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70434 members 
Mstep: Class 2 contains 121442 members 
Entering Unmasked Estep 
Score: -22678794.000000 Penalty: 6033.643555
	Iteration 27Q: 3 clusters Score -2.267879e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68877 members 
Mstep: Class 2 contains 122999 members 
Entering Unmasked Estep 
Score: -22679186.000000 Penalty: 6033.643555
	Iteration 28Q: 3 clusters Score -2.267919e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 124638 members 
Entering Unmasked Estep 
Score: -22679560.000000 Penalty: 6033.643555
	Iteration 29Q: 3 clusters Score -2.267956e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65520 members 
Mstep: Class 2 contains 126356 members 
Entering Unmasked Estep 
Score: -22679934.000000 Penalty: 6033.643555
	Iteration 30Q: 3 clusters Score -2.267993e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63663 members 
Mstep: Class 2 contains 128213 members 
Entering Unmasked Estep 
Score: -22680306.000000 Penalty: 6033.643555
	Iteration 31Q: 3 clusters Score -2.268031e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61761 members 
Mstep: Class 2 contains 130115 members 
Entering Unmasked Estep 
Score: -22680780.000000 Penalty: 6033.643555
	Iteration 32Q: 3 clusters Score -2.268078e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59913 members 
Mstep: Class 2 contains 131963 members 
Entering Unmasked Estep 
Score: -22681138.000000 Penalty: 6033.643555
	Iteration 33Q: 3 clusters Score -2.268114e+07 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58041 members 
Mstep: Class 2 contains 133835 members 
Entering Unmasked Estep 
Score: -22681552.000000 Penalty: 6033.643555
	Iteration 34Q: 3 clusters Score -2.268155e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56099 members 
Mstep: Class 2 contains 135777 members 
Entering Unmasked Estep 
Score: -22682028.000000 Penalty: 6033.643555
	Iteration 35Q: 3 clusters Score -2.268203e+07 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 137810 members 
Entering Unmasked Estep 
Score: -22682384.000000 Penalty: 6033.643555
	Iteration 36Q: 3 clusters Score -2.268238e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52026 members 
Mstep: Class 2 contains 139850 members 
Entering Unmasked Estep 
Score: -22682886.000000 Penalty: 6033.643555
	Iteration 37Q: 3 clusters Score -2.268289e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49853 members 
Mstep: Class 2 contains 142023 members 
Entering Unmasked Estep 
Score: -22683548.000000 Penalty: 6033.643555
	Iteration 38Q: 3 clusters Score -2.268355e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47611 members 
Mstep: Class 2 contains 144265 members 
Entering Unmasked Estep 
Score: -22684176.000000 Penalty: 6033.643555
	Iteration 39Q: 3 clusters Score -2.268418e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45350 members 
Mstep: Class 2 contains 146526 members 
Entering Unmasked Estep 
Score: -22684698.000000 Penalty: 6033.643555
	Iteration 40F: 3 clusters Score -2.26847e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 148812 members 
Entering Unmasked Estep 
Score: -22685300.000000 Penalty: 6033.643555
	Iteration 41Q: 3 clusters Score -2.26853e+07 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 151108 members 
Entering Unmasked Estep 
Score: -22685894.000000 Penalty: 6033.643555
	Iteration 42Q: 3 clusters Score -2.268589e+07 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38451 members 
Mstep: Class 2 contains 153425 members 
Entering Unmasked Estep 
Score: -22686490.000000 Penalty: 6033.643555
	Iteration 43Q: 3 clusters Score -2.268649e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 155731 members 
Entering Unmasked Estep 
Score: -22687186.000000 Penalty: 6033.643555
	Iteration 44Q: 3 clusters Score -2.268719e+07 nChanged 2334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33811 members 
Mstep: Class 2 contains 158065 members 
Entering Unmasked Estep 
Score: -22687794.000000 Penalty: 6033.643555
	Iteration 45Q: 3 clusters Score -2.268779e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 160328 members 
Entering Unmasked Estep 
Score: -22688408.000000 Penalty: 6033.643555
	Iteration 46Q: 3 clusters Score -2.268841e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29335 members 
Mstep: Class 2 contains 162541 members 
Entering Unmasked Estep 
Score: -22688950.000000 Penalty: 6033.643555
	Iteration 47Q: 3 clusters Score -2.268895e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 164654 members 
Entering Unmasked Estep 
Score: -22689498.000000 Penalty: 6033.643555
	Iteration 48Q: 3 clusters Score -2.26895e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 166656 members 
Entering Unmasked Estep 
Score: -22689936.000000 Penalty: 6033.643555
	Iteration 49Q: 3 clusters Score -2.268994e+07 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 168634 members 
Entering Unmasked Estep 
Score: -22690396.000000 Penalty: 6033.643555
	Iteration 50Q: 3 clusters Score -2.26904e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 170651 members 
Entering Unmasked Estep 
Score: -22690978.000000 Penalty: 6033.643555
	Iteration 51Q: 3 clusters Score -2.269098e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 172576 members 
Entering Unmasked Estep 
Score: -22691600.000000 Penalty: 6033.643555
	Iteration 52Q: 3 clusters Score -2.26916e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 174387 members 
Entering Unmasked Estep 
Score: -22691944.000000 Penalty: 6033.643555
	Iteration 53Q: 3 clusters Score -2.269194e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 176054 members 
Entering Unmasked Estep 
Score: -22692354.000000 Penalty: 6033.643555
	Iteration 54Q: 3 clusters Score -2.269235e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 177695 members 
Entering Unmasked Estep 
Score: -22692790.000000 Penalty: 6033.643555
	Iteration 55Q: 3 clusters Score -2.269279e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 179212 members 
Entering Unmasked Estep 
Score: -22693234.000000 Penalty: 6033.643555
	Iteration 56Q: 3 clusters Score -2.269323e+07 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 180615 members 
Entering Unmasked Estep 
Score: -22693750.000000 Penalty: 6033.643555
	Iteration 57Q: 3 clusters Score -2.269375e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 181865 members 
Entering Unmasked Estep 
Score: -22694172.000000 Penalty: 6033.643555
	Iteration 58Q: 3 clusters Score -2.269417e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 182934 members 
Entering Unmasked Estep 
Score: -22694500.000000 Penalty: 6033.643555
	Iteration 59Q: 3 clusters Score -2.26945e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 183874 members 
Entering Unmasked Estep 
Score: -22694862.000000 Penalty: 6033.643555
	Iteration 60F: 3 clusters Score -2.269486e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 184742 members 
Entering Unmasked Estep 
Score: -22695186.000000 Penalty: 6033.643555
	Iteration 61Q: 3 clusters Score -2.269519e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 185447 members 
Entering Unmasked Estep 
Score: -22695354.000000 Penalty: 6033.643555
	Iteration 62Q: 3 clusters Score -2.269535e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 186069 members 
Entering Unmasked Estep 
Score: -22695548.000000 Penalty: 6033.643555
	Iteration 63Q: 3 clusters Score -2.269555e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 186626 members 
Entering Unmasked Estep 
Score: -22695686.000000 Penalty: 6033.643555
	Iteration 64Q: 3 clusters Score -2.269569e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 187092 members 
Entering Unmasked Estep 
Score: -22695774.000000 Penalty: 6033.643555
	Iteration 65Q: 3 clusters Score -2.269577e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 187506 members 
Entering Unmasked Estep 
Score: -22695864.000000 Penalty: 6033.643555
	Iteration 66Q: 3 clusters Score -2.269586e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 187863 members 
Entering Unmasked Estep 
Score: -22695982.000000 Penalty: 6033.643555
	Iteration 67Q: 3 clusters Score -2.269598e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 188177 members 
Entering Unmasked Estep 
Score: -22696096.000000 Penalty: 6033.643555
	Iteration 68Q: 3 clusters Score -2.26961e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 188453 members 
Entering Unmasked Estep 
Score: -22696126.000000 Penalty: 6033.643555
	Iteration 69Q: 3 clusters Score -2.269613e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 188679 members 
Entering Unmasked Estep 
Score: -22696112.000000 Penalty: 6033.643555
	Iteration 70Q: 3 clusters Score -2.269611e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 188867 members 
Entering Unmasked Estep 
Score: -22696106.000000 Penalty: 6033.643555
	Iteration 71Q: 3 clusters Score -2.269611e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 189018 members 
Entering Unmasked Estep 
Score: -22696142.000000 Penalty: 6033.643555
	Iteration 72Q: 3 clusters Score -2.269614e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 189135 members 
Entering Unmasked Estep 
Score: -22696188.000000 Penalty: 6033.643555
	Iteration 73Q: 3 clusters Score -2.269619e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 189239 members 
Entering Unmasked Estep 
Score: -22696232.000000 Penalty: 6033.643555
	Iteration 74Q: 3 clusters Score -2.269623e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 189319 members 
Entering Unmasked Estep 
Score: -22696276.000000 Penalty: 6033.643555
	Iteration 75Q: 3 clusters Score -2.269628e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 189389 members 
Entering Unmasked Estep 
Score: -22696284.000000 Penalty: 6033.643555
	Iteration 76Q: 3 clusters Score -2.269628e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 189445 members 
Entering Unmasked Estep 
Score: -22696280.000000 Penalty: 6033.643555
	Iteration 77Q: 3 clusters Score -2.269628e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 189488 members 
Entering Unmasked Estep 
Score: -22696258.000000 Penalty: 6033.643555
	Iteration 78Q: 3 clusters Score -2.269626e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 189529 members 
Entering Unmasked Estep 
Score: -22696256.000000 Penalty: 6033.643555
	Iteration 79Q: 3 clusters Score -2.269626e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 189570 members 
Entering Unmasked Estep 
Score: -22696224.000000 Penalty: 6033.643555
	Iteration 80F: 3 clusters Score -2.269622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 189611 members 
Entering Unmasked Estep 
Score: -22696230.000000 Penalty: 6033.643555
	Iteration 81Q: 3 clusters Score -2.269623e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 189647 members 
Entering Unmasked Estep 
Score: -22696216.000000 Penalty: 6033.643555
	Iteration 82Q: 3 clusters Score -2.269622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 189682 members 
Entering Unmasked Estep 
Score: -22696214.000000 Penalty: 6033.643555
	Iteration 83Q: 3 clusters Score -2.269621e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 189707 members 
Entering Unmasked Estep 
Score: -22696224.000000 Penalty: 6033.643555
	Iteration 84Q: 3 clusters Score -2.269622e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 189725 members 
Entering Unmasked Estep 
Score: -22696228.000000 Penalty: 6033.643555
	Iteration 85Q: 3 clusters Score -2.269623e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 189742 members 
Entering Unmasked Estep 
Score: -22696222.000000 Penalty: 6033.643555
	Iteration 86Q: 3 clusters Score -2.269622e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 189766 members 
Entering Unmasked Estep 
Score: -22696244.000000 Penalty: 6033.643555
	Iteration 87Q: 3 clusters Score -2.269624e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 189787 members 
Entering Unmasked Estep 
Score: -22696244.000000 Penalty: 6033.643555
	Iteration 88Q: 3 clusters Score -2.269624e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 189805 members 
Entering Unmasked Estep 
Score: -22696232.000000 Penalty: 6033.643555
	Iteration 89Q: 3 clusters Score -2.269623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 189824 members 
Entering Unmasked Estep 
Score: -22696206.000000 Penalty: 6033.643555
	Iteration 90Q: 3 clusters Score -2.269621e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 189841 members 
Entering Unmasked Estep 
Score: -22696214.000000 Penalty: 6033.643555
	Iteration 91Q: 3 clusters Score -2.269621e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 189858 members 
Entering Unmasked Estep 
Score: -22696206.000000 Penalty: 6033.643555
	Iteration 92Q: 3 clusters Score -2.269621e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 189873 members 
Entering Unmasked Estep 
Score: -22696214.000000 Penalty: 6033.643555
	Iteration 93Q: 3 clusters Score -2.269621e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 189880 members 
Entering Unmasked Estep 
Score: -22696208.000000 Penalty: 6033.643555
	Iteration 94Q: 3 clusters Score -2.269621e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 189885 members 
Entering Unmasked Estep 
Score: -22696204.000000 Penalty: 6033.643555
	Iteration 95Q: 3 clusters Score -2.26962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 189892 members 
Entering Unmasked Estep 
Score: -22696202.000000 Penalty: 6033.643555
	Iteration 96Q: 3 clusters Score -2.26962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 189899 members 
Entering Unmasked Estep 
Score: -22696198.000000 Penalty: 6033.643555
	Iteration 97Q: 3 clusters Score -2.26962e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 189902 members 
Entering Unmasked Estep 
Score: -22696190.000000 Penalty: 6033.643555
	Iteration 98Q: 3 clusters Score -2.269619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 189905 members 
Entering Unmasked Estep 
Score: -22696188.000000 Penalty: 6033.643555
	Iteration 99Q: 3 clusters Score -2.269619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 189905 members 
Entering Unmasked Estep 
Score: -22696176.000000 Penalty: 6033.643555
	Iteration 100F: 3 clusters Score -2.269618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 189906 members 
Entering Unmasked Estep 
Score: -22696182.000000 Penalty: 6033.643555
	Iteration 101Q: 3 clusters Score -2.269618e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 189907 members 
Entering Unmasked Estep 
Score: -22696192.000000 Penalty: 6033.643555
	Iteration 102Q: 3 clusters Score -2.269619e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 189909 members 
Entering Unmasked Estep 
Score: -22696182.000000 Penalty: 6033.643555
	Iteration 103Q: 3 clusters Score -2.269618e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 189912 members 
Entering Unmasked Estep 
Score: -22696184.000000 Penalty: 6033.643555
	Iteration 104Q: 3 clusters Score -2.269618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 189917 members 
Entering Unmasked Estep 
Score: -22696186.000000 Penalty: 6033.643555
	Iteration 105Q: 3 clusters Score -2.269619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 189921 members 
Entering Unmasked Estep 
Score: -22696196.000000 Penalty: 6033.643555
	Iteration 106Q: 3 clusters Score -2.26962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 189925 members 
Entering Unmasked Estep 
Score: -22696200.000000 Penalty: 6033.643555
	Iteration 107Q: 3 clusters Score -2.26962e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 189927 members 
Entering Unmasked Estep 
Score: -22696196.000000 Penalty: 6033.643555
	Iteration 108Q: 3 clusters Score -2.26962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 189931 members 
Entering Unmasked Estep 
Score: -22696196.000000 Penalty: 6033.643555
	Iteration 109Q: 3 clusters Score -2.26962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 189935 members 
Entering Unmasked Estep 
Score: -22696194.000000 Penalty: 6033.643555
	Iteration 110Q: 3 clusters Score -2.269619e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 189943 members 
Entering Unmasked Estep 
Score: -22696184.000000 Penalty: 6033.643555
	Iteration 111Q: 3 clusters Score -2.269618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 189949 members 
Entering Unmasked Estep 
Score: -22696196.000000 Penalty: 6033.643555
	Iteration 112Q: 3 clusters Score -2.26962e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 189954 members 
Entering Unmasked Estep 
Score: -22696216.000000 Penalty: 6033.643555
	Iteration 113Q: 3 clusters Score -2.269622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 189961 members 
Entering Unmasked Estep 
Score: -22696208.000000 Penalty: 6033.643555
	Iteration 114Q: 3 clusters Score -2.269621e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 189964 members 
Entering Unmasked Estep 
Score: -22696188.000000 Penalty: 6033.643555
	Iteration 115Q: 3 clusters Score -2.269619e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 189968 members 
Entering Unmasked Estep 
Score: -22696182.000000 Penalty: 6033.643555
	Iteration 116Q: 3 clusters Score -2.269618e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 189975 members 
Entering Unmasked Estep 
Score: -22696190.000000 Penalty: 6033.643555
	Iteration 117Q: 3 clusters Score -2.269619e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 189981 members 
Entering Unmasked Estep 
Score: -22696184.000000 Penalty: 6033.643555
	Iteration 118Q: 3 clusters Score -2.269618e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 189985 members 
Entering Unmasked Estep 
Score: -22696196.000000 Penalty: 6033.643555
	Iteration 119Q: 3 clusters Score -2.26962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 189989 members 
Entering Unmasked Estep 
Score: -22696180.000000 Penalty: 6033.643555
	Iteration 120F: 3 clusters Score -2.269618e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 189995 members 
Entering Unmasked Estep 
Score: -22696170.000000 Penalty: 6033.643555
	Iteration 121Q: 3 clusters Score -2.269617e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 190001 members 
Entering Unmasked Estep 
Score: -22696200.000000 Penalty: 6033.643555
	Iteration 122Q: 3 clusters Score -2.26962e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 190012 members 
Entering Unmasked Estep 
Score: -22696204.000000 Penalty: 6033.643555
	Iteration 123Q: 3 clusters Score -2.26962e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 190018 members 
Entering Unmasked Estep 
Score: -22696218.000000 Penalty: 6033.643555
	Iteration 124Q: 3 clusters Score -2.269622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 190019 members 
Entering Unmasked Estep 
Score: -22696220.000000 Penalty: 6033.643555
	Iteration 125Q: 3 clusters Score -2.269622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 190021 members 
Entering Unmasked Estep 
Score: -22696230.000000 Penalty: 6033.643555
	Iteration 126Q: 3 clusters Score -2.269623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 190022 members 
Entering Unmasked Estep 
Score: -22696226.000000 Penalty: 6033.643555
	Iteration 127Q: 3 clusters Score -2.269623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 190025 members 
Entering Unmasked Estep 
Score: -22696218.000000 Penalty: 6033.643555
	Iteration 128Q: 3 clusters Score -2.269622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 190027 members 
Entering Unmasked Estep 
Score: -22696228.000000 Penalty: 6033.643555
	Iteration 129Q: 3 clusters Score -2.269623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 190030 members 
Entering Unmasked Estep 
Score: -22696228.000000 Penalty: 6033.643555
	Iteration 130Q: 3 clusters Score -2.269623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 190030 members 
Entering Unmasked Estep 
Score: -22696230.000000 Penalty: 6033.643555
	Iteration 131Q: 3 clusters Score -2.269623e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 190032 members 
Entering Unmasked Estep 
Score: -22696222.000000 Penalty: 6033.643555
	Iteration 132Q: 3 clusters Score -2.269622e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 190036 members 
Entering Unmasked Estep 
Score: -22696216.000000 Penalty: 6033.643555
	Iteration 133Q: 3 clusters Score -2.269622e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 190039 members 
Entering Unmasked Estep 
Score: -22696226.000000 Penalty: 6033.643555
	Iteration 134Q: 3 clusters Score -2.269623e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 190044 members 
Entering Unmasked Estep 
Score: -22696224.000000 Penalty: 6033.643555
	Iteration 135Q: 3 clusters Score -2.269622e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 190051 members 
Entering Unmasked Estep 
Score: -22696220.000000 Penalty: 6033.643555
	Iteration 136Q: 3 clusters Score -2.269622e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 190055 members 
Entering Unmasked Estep 
Score: -22696234.000000 Penalty: 6033.643555
	Iteration 137Q: 3 clusters Score -2.269623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 190061 members 
Entering Unmasked Estep 
Score: -22696226.000000 Penalty: 6033.643555
	Iteration 138Q: 3 clusters Score -2.269623e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 190065 members 
Entering Unmasked Estep 
Score: -22696228.000000 Penalty: 6033.643555
	Iteration 139Q: 3 clusters Score -2.269623e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 190066 members 
Entering Unmasked Estep 
Score: -22696222.000000 Penalty: 6033.643555
	Iteration 140F: 3 clusters Score -2.269622e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (55099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55099 members 
Entering Unmasked Estep 
Score: -6598155.500000 Penalty: 2707.387939
	Iteration 0F: 2 clusters Score -6598156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -6561045.000000 Penalty: 5414.775879
	Iteration 0F: 3 clusters Score -6561045 nChanged 25563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26296 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -6575326.500000 Penalty: 5414.775879
	Iteration 1F: 3 clusters Score -6575326 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 29569 members 
Entering Unmasked Estep 
Score: -6575937.000000 Penalty: 5414.775879
	Iteration 2Q: 3 clusters Score -6575937 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 30680 members 
Entering Unmasked Estep 
Score: -6576714.000000 Penalty: 5414.775879
	Iteration 3Q: 3 clusters Score -6576714 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -6577769.500000 Penalty: 5414.775879
	Iteration 4Q: 3 clusters Score -6577770 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 34692 members 
Entering Unmasked Estep 
Score: -6579387.000000 Penalty: 5414.775879
	Iteration 5F: 3 clusters Score -6579387 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -6581865.000000 Penalty: 5414.775879
	Iteration 6F: 3 clusters Score -6581865 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13723 members 
Mstep: Class 2 contains 41376 members 
Entering Unmasked Estep 
Score: -6585197.000000 Penalty: 5414.775879
	Iteration 7F: 3 clusters Score -6585197 nChanged 3812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -6588572.000000 Penalty: 5414.775879
	Iteration 8F: 3 clusters Score -6588572 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 47537 members 
Entering Unmasked Estep 
Score: -6591213.000000 Penalty: 5414.775879
	Iteration 9F: 3 clusters Score -6591213 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -6593008.000000 Penalty: 5414.775879
	Iteration 10Q: 3 clusters Score -6593008 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 50559 members 
Entering Unmasked Estep 
Score: -6594013.500000 Penalty: 5414.775879
	Iteration 11Q: 3 clusters Score -6594014 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -6594631.500000 Penalty: 5414.775879
	Iteration 12Q: 3 clusters Score -6594632 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 51917 members 
Entering Unmasked Estep 
Score: -6595077.000000 Penalty: 5414.775879
	Iteration 13Q: 3 clusters Score -6595077 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 52333 members 
Entering Unmasked Estep 
Score: -6595367.500000 Penalty: 5414.775879
	Iteration 14Q: 3 clusters Score -6595368 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -6595590.000000 Penalty: 5414.775879
	Iteration 15Q: 3 clusters Score -6595590 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 52868 members 
Entering Unmasked Estep 
Score: -6595786.500000 Penalty: 5414.775879
	Iteration 16Q: 3 clusters Score -6595786 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 53021 members 
Entering Unmasked Estep 
Score: -6595885.500000 Penalty: 5414.775879
	Iteration 17Q: 3 clusters Score -6595886 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -6595973.500000 Penalty: 5414.775879
	Iteration 18Q: 3 clusters Score -6595974 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -6596049.000000 Penalty: 5414.775879
	Iteration 19Q: 3 clusters Score -6596049 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 53307 members 
Entering Unmasked Estep 
Score: -6596097.000000 Penalty: 5414.775879
	Iteration 20F: 3 clusters Score -6596097 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 53371 members 
Entering Unmasked Estep 
Score: -6596132.000000 Penalty: 5414.775879
	Iteration 21Q: 3 clusters Score -6596132 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 53427 members 
Entering Unmasked Estep 
Score: -6596146.500000 Penalty: 5414.775879
	Iteration 22Q: 3 clusters Score -6596146 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 53469 members 
Entering Unmasked Estep 
Score: -6596165.000000 Penalty: 5414.775879
	Iteration 23Q: 3 clusters Score -6596165 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 53506 members 
Entering Unmasked Estep 
Score: -6596180.500000 Penalty: 5414.775879
	Iteration 24Q: 3 clusters Score -6596180 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 53539 members 
Entering Unmasked Estep 
Score: -6596195.000000 Penalty: 5414.775879
	Iteration 25Q: 3 clusters Score -6596195 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 53561 members 
Entering Unmasked Estep 
Score: -6596189.000000 Penalty: 5414.775879
	Iteration 26Q: 3 clusters Score -6596189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 53581 members 
Entering Unmasked Estep 
Score: -6596204.500000 Penalty: 5414.775879
	Iteration 27Q: 3 clusters Score -6596204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 53593 members 
Entering Unmasked Estep 
Score: -6596217.500000 Penalty: 5414.775879
	Iteration 28Q: 3 clusters Score -6596218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 53596 members 
Entering Unmasked Estep 
Score: -6596208.500000 Penalty: 5414.775879
	Iteration 29Q: 3 clusters Score -6596208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 53600 members 
Entering Unmasked Estep 
Score: -6596217.500000 Penalty: 5414.775879
	Iteration 30Q: 3 clusters Score -6596218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 53606 members 
Entering Unmasked Estep 
Score: -6596214.000000 Penalty: 5414.775879
	Iteration 31Q: 3 clusters Score -6596214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 53615 members 
Entering Unmasked Estep 
Score: -6596223.500000 Penalty: 5414.775879
	Iteration 32Q: 3 clusters Score -6596224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 53619 members 
Entering Unmasked Estep 
Score: -6596230.500000 Penalty: 5414.775879
	Iteration 33Q: 3 clusters Score -6596230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -6596229.500000 Penalty: 5414.775879
	Iteration 34Q: 3 clusters Score -6596230 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 53623 members 
Entering Unmasked Estep 
Score: -6596230.500000 Penalty: 5414.775879
	Iteration 35Q: 3 clusters Score -6596230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -6596227.000000 Penalty: 5414.775879
	Iteration 36Q: 3 clusters Score -6596227 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 53624 members 
Entering Unmasked Estep 
Score: -6596227.000000 Penalty: 5414.775879
	Iteration 37F: 3 clusters Score -6596227 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Entering Unmasked Estep 
Score: -1362375.750000 Penalty: 2334.351807
	Iteration 0F: 2 clusters Score -1362376 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1353210.000000 Penalty: 4668.703613
	Iteration 0F: 3 clusters Score -1353210 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1356135.750000 Penalty: 4668.703613
	Iteration 1F: 3 clusters Score -1356136 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1356791.875000 Penalty: 4668.703613
	Iteration 2F: 3 clusters Score -1356792 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -1357497.500000 Penalty: 4668.703613
	Iteration 3F: 3 clusters Score -1357498 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1358357.375000 Penalty: 4668.703613
	Iteration 4F: 3 clusters Score -1358357 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 8476 members 
Entering Unmasked Estep 
Score: -1359181.250000 Penalty: 4668.703613
	Iteration 5F: 3 clusters Score -1359181 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1359788.000000 Penalty: 4668.703613
	Iteration 6F: 3 clusters Score -1359788 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -1360144.750000 Penalty: 4668.703613
	Iteration 7Q: 3 clusters Score -1360145 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -1360394.625000 Penalty: 4668.703613
	Iteration 8Q: 3 clusters Score -1360395 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -1360591.875000 Penalty: 4668.703613
	Iteration 9Q: 3 clusters Score -1360592 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -1360779.875000 Penalty: 4668.703613
	Iteration 10Q: 3 clusters Score -1360780 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1360902.750000 Penalty: 4668.703613
	Iteration 11Q: 3 clusters Score -1360903 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1360992.375000 Penalty: 4668.703613
	Iteration 12Q: 3 clusters Score -1360992 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 10194 members 
Entering Unmasked Estep 
Score: -1361052.125000 Penalty: 4668.703613
	Iteration 13Q: 3 clusters Score -1361052 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -1361085.750000 Penalty: 4668.703613
	Iteration 14Q: 3 clusters Score -1361086 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1361117.250000 Penalty: 4668.703613
	Iteration 15Q: 3 clusters Score -1361117 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -1361145.375000 Penalty: 4668.703613
	Iteration 16Q: 3 clusters Score -1361145 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1361168.625000 Penalty: 4668.703613
	Iteration 17Q: 3 clusters Score -1361169 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1361191.250000 Penalty: 4668.703613
	Iteration 18Q: 3 clusters Score -1361191 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -1361209.500000 Penalty: 4668.703613
	Iteration 19Q: 3 clusters Score -1361210 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1361215.750000 Penalty: 4668.703613
	Iteration 20F: 3 clusters Score -1361216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -1361226.375000 Penalty: 4668.703613
	Iteration 21Q: 3 clusters Score -1361226 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -1361236.375000 Penalty: 4668.703613
	Iteration 22Q: 3 clusters Score -1361236 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1361239.125000 Penalty: 4668.703613
	Iteration 23Q: 3 clusters Score -1361239 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1361244.250000 Penalty: 4668.703613
	Iteration 24Q: 3 clusters Score -1361244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -1361252.375000 Penalty: 4668.703613
	Iteration 25Q: 3 clusters Score -1361252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1361261.000000 Penalty: 4668.703613
	Iteration 26Q: 3 clusters Score -1361261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -1361266.375000 Penalty: 4668.703613
	Iteration 27Q: 3 clusters Score -1361266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1361273.125000 Penalty: 4668.703613
	Iteration 28Q: 3 clusters Score -1361273 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1361276.000000 Penalty: 4668.703613
	Iteration 29Q: 3 clusters Score -1361276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -1361278.375000 Penalty: 4668.703613
	Iteration 30Q: 3 clusters Score -1361278 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -1361278.250000 Penalty: 4668.703613
	Iteration 31Q: 3 clusters Score -1361278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1361280.250000 Penalty: 4668.703613
	Iteration 32Q: 3 clusters Score -1361280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1361281.250000 Penalty: 4668.703613
	Iteration 33Q: 3 clusters Score -1361281 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1361279.500000 Penalty: 4668.703613
	Iteration 34Q: 3 clusters Score -1361280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1361280.875000 Penalty: 4668.703613
	Iteration 35Q: 3 clusters Score -1361281 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1361284.875000 Penalty: 4668.703613
	Iteration 36Q: 3 clusters Score -1361285 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -1361284.750000 Penalty: 4668.703613
	Iteration 37Q: 3 clusters Score -1361285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -1361286.750000 Penalty: 4668.703613
	Iteration 38Q: 3 clusters Score -1361287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -1361285.875000 Penalty: 4668.703613
	Iteration 39Q: 3 clusters Score -1361286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -1361287.500000 Penalty: 4668.703613
	Iteration 40F: 3 clusters Score -1361288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1361286.875000 Penalty: 4668.703613
	Iteration 41Q: 3 clusters Score -1361287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1361292.000000 Penalty: 4668.703613
	Iteration 42Q: 3 clusters Score -1361292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10787 members 
Entering Unmasked Estep 
Score: -1361289.000000 Penalty: 4668.703613
	Iteration 43Q: 3 clusters Score -1361289 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1361287.500000 Penalty: 4668.703613
	Iteration 44Q: 3 clusters Score -1361288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -1361289.625000 Penalty: 4668.703613
	Iteration 45Q: 3 clusters Score -1361290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1361290.125000 Penalty: 4668.703613
	Iteration 46Q: 3 clusters Score -1361290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1361290.125000 Penalty: 4668.703613
	Iteration 47F: 3 clusters Score -1361290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -48080.800781 Penalty: 1527.979370
	Iteration 0F: 2 clusters Score -48080.8 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: -46600.230469 Penalty: 3055.958740
	Iteration 0F: 3 clusters Score -46600.23 nChanged 90
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: -46785.441406 Penalty: 3055.958740
	Iteration 1F: 3 clusters Score -46785.44 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -46859.250000 Penalty: 3055.958740
	Iteration 2F: 3 clusters Score -46859.25 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46891.617188 Penalty: 3055.958740
	Iteration 3Q: 3 clusters Score -46891.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -46919.402344 Penalty: 3055.958740
	Iteration 4Q: 3 clusters Score -46919.4 nChanged 7
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: -46934.761719 Penalty: 3055.958740
	Iteration 5Q: 3 clusters Score -46934.76 nChanged 5
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: -46953.648438 Penalty: 3055.958740
	Iteration 6Q: 3 clusters Score -46953.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -46957.054688 Penalty: 3055.958740
	Iteration 7Q: 3 clusters Score -46957.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46959.105469 Penalty: 3055.958740
	Iteration 8Q: 3 clusters Score -46959.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -46959.105469 Penalty: 3055.958740
	Iteration 9F: 3 clusters Score -46959.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (173028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173028 members 
Entering Unmasked Estep 
Score: -20463344.000000 Penalty: 2991.179688
	Iteration 0F: 2 clusters Score -2.046334e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86463 members 
Mstep: Class 2 contains 86565 members 
Entering Unmasked Estep 
Score: -20349214.000000 Penalty: 5982.359375
	Iteration 0F: 3 clusters Score -2.034921e+07 nChanged 82647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87036 members 
Mstep: Class 2 contains 85992 members 
Entering Unmasked Estep 
Score: -20398102.000000 Penalty: 5982.359375
	Iteration 1F: 3 clusters Score -2.03981e+07 nChanged 5710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87468 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -20399638.000000 Penalty: 5982.359375
	Iteration 2Q: 3 clusters Score -2.039964e+07 nChanged 6156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 84718 members 
Entering Unmasked Estep 
Score: -20401812.000000 Penalty: 5982.359375
	Iteration 3Q: 3 clusters Score -2.040181e+07 nChanged 7181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89789 members 
Mstep: Class 2 contains 83239 members 
Entering Unmasked Estep 
Score: -20404600.000000 Penalty: 5982.359375
	Iteration 4Q: 3 clusters Score -2.04046e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92304 members 
Mstep: Class 2 contains 80724 members 
Entering Unmasked Estep 
Score: -20408456.000000 Penalty: 5982.359375
	Iteration 5Q: 3 clusters Score -2.040846e+07 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96024 members 
Mstep: Class 2 contains 77004 members 
Entering Unmasked Estep 
Score: -20414376.000000 Penalty: 5982.359375
	Iteration 6F: 3 clusters Score -2.041438e+07 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100919 members 
Mstep: Class 2 contains 72109 members 
Entering Unmasked Estep 
Score: -20422494.000000 Penalty: 5982.359375
	Iteration 7F: 3 clusters Score -2.042249e+07 nChanged 11809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105928 members 
Mstep: Class 2 contains 67100 members 
Entering Unmasked Estep 
Score: -20432358.000000 Penalty: 5982.359375
	Iteration 8F: 3 clusters Score -2.043236e+07 nChanged 10349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109851 members 
Mstep: Class 2 contains 63177 members 
Entering Unmasked Estep 
Score: -20439792.000000 Penalty: 5982.359375
	Iteration 9F: 3 clusters Score -2.043979e+07 nChanged 7223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112758 members 
Mstep: Class 2 contains 60270 members 
Entering Unmasked Estep 
Score: -20443040.000000 Penalty: 5982.359375
	Iteration 10Q: 3 clusters Score -2.044304e+07 nChanged 4232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115264 members 
Mstep: Class 2 contains 57764 members 
Entering Unmasked Estep 
Score: -20444420.000000 Penalty: 5982.359375
	Iteration 11Q: 3 clusters Score -2.044442e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117597 members 
Mstep: Class 2 contains 55431 members 
Entering Unmasked Estep 
Score: -20445208.000000 Penalty: 5982.359375
	Iteration 12Q: 3 clusters Score -2.044521e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119957 members 
Mstep: Class 2 contains 53071 members 
Entering Unmasked Estep 
Score: -20445828.000000 Penalty: 5982.359375
	Iteration 13Q: 3 clusters Score -2.044583e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122334 members 
Mstep: Class 2 contains 50694 members 
Entering Unmasked Estep 
Score: -20446534.000000 Penalty: 5982.359375
	Iteration 14Q: 3 clusters Score -2.044653e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124658 members 
Mstep: Class 2 contains 48370 members 
Entering Unmasked Estep 
Score: -20447254.000000 Penalty: 5982.359375
	Iteration 15Q: 3 clusters Score -2.044725e+07 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126962 members 
Mstep: Class 2 contains 46066 members 
Entering Unmasked Estep 
Score: -20447874.000000 Penalty: 5982.359375
	Iteration 16Q: 3 clusters Score -2.044787e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129242 members 
Mstep: Class 2 contains 43786 members 
Entering Unmasked Estep 
Score: -20448438.000000 Penalty: 5982.359375
	Iteration 17Q: 3 clusters Score -2.044844e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131584 members 
Mstep: Class 2 contains 41444 members 
Entering Unmasked Estep 
Score: -20448992.000000 Penalty: 5982.359375
	Iteration 18Q: 3 clusters Score -2.044899e+07 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134024 members 
Mstep: Class 2 contains 39004 members 
Entering Unmasked Estep 
Score: -20449702.000000 Penalty: 5982.359375
	Iteration 19Q: 3 clusters Score -2.04497e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136515 members 
Mstep: Class 2 contains 36513 members 
Entering Unmasked Estep 
Score: -20450388.000000 Penalty: 5982.359375
	Iteration 20F: 3 clusters Score -2.045039e+07 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138965 members 
Mstep: Class 2 contains 34063 members 
Entering Unmasked Estep 
Score: -20451192.000000 Penalty: 5982.359375
	Iteration 21Q: 3 clusters Score -2.045119e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141409 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -20451958.000000 Penalty: 5982.359375
	Iteration 22Q: 3 clusters Score -2.045196e+07 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143804 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -20452628.000000 Penalty: 5982.359375
	Iteration 23Q: 3 clusters Score -2.045263e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146177 members 
Mstep: Class 2 contains 26851 members 
Entering Unmasked Estep 
Score: -20453474.000000 Penalty: 5982.359375
	Iteration 24Q: 3 clusters Score -2.045347e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148490 members 
Mstep: Class 2 contains 24538 members 
Entering Unmasked Estep 
Score: -20454298.000000 Penalty: 5982.359375
	Iteration 25Q: 3 clusters Score -2.04543e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150735 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -20455270.000000 Penalty: 5982.359375
	Iteration 26Q: 3 clusters Score -2.045527e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152869 members 
Mstep: Class 2 contains 20159 members 
Entering Unmasked Estep 
Score: -20455872.000000 Penalty: 5982.359375
	Iteration 27Q: 3 clusters Score -2.045587e+07 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154919 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -20456608.000000 Penalty: 5982.359375
	Iteration 28Q: 3 clusters Score -2.045661e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156865 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -20457206.000000 Penalty: 5982.359375
	Iteration 29Q: 3 clusters Score -2.045721e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158651 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -20457740.000000 Penalty: 5982.359375
	Iteration 30Q: 3 clusters Score -2.045774e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160297 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -20458226.000000 Penalty: 5982.359375
	Iteration 31Q: 3 clusters Score -2.045823e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161721 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -20458694.000000 Penalty: 5982.359375
	Iteration 32Q: 3 clusters Score -2.045869e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163045 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -20459076.000000 Penalty: 5982.359375
	Iteration 33Q: 3 clusters Score -2.045908e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164276 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -20459486.000000 Penalty: 5982.359375
	Iteration 34Q: 3 clusters Score -2.045949e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165324 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -20459732.000000 Penalty: 5982.359375
	Iteration 35Q: 3 clusters Score -2.045973e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166258 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -20459984.000000 Penalty: 5982.359375
	Iteration 36Q: 3 clusters Score -2.045998e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167094 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -20460274.000000 Penalty: 5982.359375
	Iteration 37Q: 3 clusters Score -2.046027e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167781 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -20460522.000000 Penalty: 5982.359375
	Iteration 38Q: 3 clusters Score -2.046052e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168413 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -20460630.000000 Penalty: 5982.359375
	Iteration 39Q: 3 clusters Score -2.046063e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168909 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -20460718.000000 Penalty: 5982.359375
	Iteration 40F: 3 clusters Score -2.046072e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169307 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -20460830.000000 Penalty: 5982.359375
	Iteration 41Q: 3 clusters Score -2.046083e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169629 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -20460846.000000 Penalty: 5982.359375
	Iteration 42Q: 3 clusters Score -2.046085e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169889 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -20460920.000000 Penalty: 5982.359375
	Iteration 43Q: 3 clusters Score -2.046092e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170100 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -20460960.000000 Penalty: 5982.359375
	Iteration 44Q: 3 clusters Score -2.046096e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170281 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -20460982.000000 Penalty: 5982.359375
	Iteration 45Q: 3 clusters Score -2.046098e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170445 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -20461042.000000 Penalty: 5982.359375
	Iteration 46Q: 3 clusters Score -2.046104e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170593 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -20461096.000000 Penalty: 5982.359375
	Iteration 47Q: 3 clusters Score -2.04611e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170717 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -20461120.000000 Penalty: 5982.359375
	Iteration 48Q: 3 clusters Score -2.046112e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170821 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -20461130.000000 Penalty: 5982.359375
	Iteration 49Q: 3 clusters Score -2.046113e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170915 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -20461142.000000 Penalty: 5982.359375
	Iteration 50Q: 3 clusters Score -2.046114e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170991 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -20461148.000000 Penalty: 5982.359375
	Iteration 51Q: 3 clusters Score -2.046115e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171051 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -20461164.000000 Penalty: 5982.359375
	Iteration 52Q: 3 clusters Score -2.046116e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171097 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -20461206.000000 Penalty: 5982.359375
	Iteration 53Q: 3 clusters Score -2.046121e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171141 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -20461224.000000 Penalty: 5982.359375
	Iteration 54Q: 3 clusters Score -2.046122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171185 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -20461212.000000 Penalty: 5982.359375
	Iteration 55Q: 3 clusters Score -2.046121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171223 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -20461210.000000 Penalty: 5982.359375
	Iteration 56Q: 3 clusters Score -2.046121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171259 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -20461206.000000 Penalty: 5982.359375
	Iteration 57Q: 3 clusters Score -2.046121e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171294 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -20461196.000000 Penalty: 5982.359375
	Iteration 58Q: 3 clusters Score -2.04612e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171323 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -20461208.000000 Penalty: 5982.359375
	Iteration 59Q: 3 clusters Score -2.046121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171345 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -20461210.000000 Penalty: 5982.359375
	Iteration 60F: 3 clusters Score -2.046121e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171371 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -20461200.000000 Penalty: 5982.359375
	Iteration 61Q: 3 clusters Score -2.04612e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171390 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -20461214.000000 Penalty: 5982.359375
	Iteration 62Q: 3 clusters Score -2.046121e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171408 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -20461256.000000 Penalty: 5982.359375
	Iteration 63Q: 3 clusters Score -2.046126e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171430 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -20461268.000000 Penalty: 5982.359375
	Iteration 64Q: 3 clusters Score -2.046127e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171462 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -20461256.000000 Penalty: 5982.359375
	Iteration 65Q: 3 clusters Score -2.046126e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171490 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -20461250.000000 Penalty: 5982.359375
	Iteration 66Q: 3 clusters Score -2.046125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171515 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -20461260.000000 Penalty: 5982.359375
	Iteration 67Q: 3 clusters Score -2.046126e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171530 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -20461256.000000 Penalty: 5982.359375
	Iteration 68Q: 3 clusters Score -2.046126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171536 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -20461254.000000 Penalty: 5982.359375
	Iteration 69Q: 3 clusters Score -2.046125e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171544 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20461254.000000 Penalty: 5982.359375
	Iteration 70Q: 3 clusters Score -2.046125e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171550 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -20461242.000000 Penalty: 5982.359375
	Iteration 71Q: 3 clusters Score -2.046124e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171554 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -20461252.000000 Penalty: 5982.359375
	Iteration 72Q: 3 clusters Score -2.046125e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171561 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -20461262.000000 Penalty: 5982.359375
	Iteration 73Q: 3 clusters Score -2.046126e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171566 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -20461262.000000 Penalty: 5982.359375
	Iteration 74Q: 3 clusters Score -2.046126e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171571 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -20461258.000000 Penalty: 5982.359375
	Iteration 75Q: 3 clusters Score -2.046126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171574 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -20461262.000000 Penalty: 5982.359375
	Iteration 76Q: 3 clusters Score -2.046126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171578 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -20461282.000000 Penalty: 5982.359375
	Iteration 77Q: 3 clusters Score -2.046128e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171581 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -20461294.000000 Penalty: 5982.359375
	Iteration 78Q: 3 clusters Score -2.046129e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171585 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -20461282.000000 Penalty: 5982.359375
	Iteration 79Q: 3 clusters Score -2.046128e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171585 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -20461282.000000 Penalty: 5982.359375
	Iteration 80F: 3 clusters Score -2.046128e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23843 members 
Entering Unmasked Estep 
Score: -2413006.750000 Penalty: 2499.652832
	Iteration 0F: 2 clusters Score -2413007 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -2396553.500000 Penalty: 4999.305664
	Iteration 0F: 3 clusters Score -2396554 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10776 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -2402462.000000 Penalty: 4999.305664
	Iteration 1F: 3 clusters Score -2402462 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2403198.000000 Penalty: 4999.305664
	Iteration 2F: 3 clusters Score -2403198 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 14473 members 
Entering Unmasked Estep 
Score: -2404052.500000 Penalty: 4999.305664
	Iteration 3F: 3 clusters Score -2404052 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2405083.250000 Penalty: 4999.305664
	Iteration 4F: 3 clusters Score -2405083 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 16391 members 
Entering Unmasked Estep 
Score: -2406226.250000 Penalty: 4999.305664
	Iteration 5F: 3 clusters Score -2406226 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -2407306.500000 Penalty: 4999.305664
	Iteration 6F: 3 clusters Score -2407306 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
Score: -2408264.750000 Penalty: 4999.305664
	Iteration 7F: 3 clusters Score -2408265 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 18775 members 
Entering Unmasked Estep 
Score: -2409041.750000 Penalty: 4999.305664
	Iteration 8Q: 3 clusters Score -2409042 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -2409600.500000 Penalty: 4999.305664
	Iteration 9Q: 3 clusters Score -2409600 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -2409980.500000 Penalty: 4999.305664
	Iteration 10Q: 3 clusters Score -2409980 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 19838 members 
Entering Unmasked Estep 
Score: -2410251.500000 Penalty: 4999.305664
	Iteration 11Q: 3 clusters Score -2410252 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -2410457.750000 Penalty: 4999.305664
	Iteration 12Q: 3 clusters Score -2410458 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -2410598.750000 Penalty: 4999.305664
	Iteration 13Q: 3 clusters Score -2410599 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -2410728.250000 Penalty: 4999.305664
	Iteration 14Q: 3 clusters Score -2410728 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -2410815.500000 Penalty: 4999.305664
	Iteration 15Q: 3 clusters Score -2410816 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2410912.000000 Penalty: 4999.305664
	Iteration 16Q: 3 clusters Score -2410912 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2411017.000000 Penalty: 4999.305664
	Iteration 17Q: 3 clusters Score -2411017 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 20584 members 
Entering Unmasked Estep 
Score: -2411072.750000 Penalty: 4999.305664
	Iteration 18Q: 3 clusters Score -2411073 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 20612 members 
Entering Unmasked Estep 
Score: -2411116.000000 Penalty: 4999.305664
	Iteration 19Q: 3 clusters Score -2411116 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -2411154.500000 Penalty: 4999.305664
	Iteration 20F: 3 clusters Score -2411154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2411169.750000 Penalty: 4999.305664
	Iteration 21Q: 3 clusters Score -2411170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2411187.000000 Penalty: 4999.305664
	Iteration 22Q: 3 clusters Score -2411187 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -2411196.000000 Penalty: 4999.305664
	Iteration 23Q: 3 clusters Score -2411196 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 20635 members 
Entering Unmasked Estep 
Score: -2411204.250000 Penalty: 4999.305664
	Iteration 24Q: 3 clusters Score -2411204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2411210.250000 Penalty: 4999.305664
	Iteration 25Q: 3 clusters Score -2411210 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2411215.000000 Penalty: 4999.305664
	Iteration 26Q: 3 clusters Score -2411215 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -2411229.250000 Penalty: 4999.305664
	Iteration 27Q: 3 clusters Score -2411229 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2411237.000000 Penalty: 4999.305664
	Iteration 28Q: 3 clusters Score -2411237 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -2411247.750000 Penalty: 4999.305664
	Iteration 29Q: 3 clusters Score -2411248 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -2411256.750000 Penalty: 4999.305664
	Iteration 30Q: 3 clusters Score -2411257 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -2411266.250000 Penalty: 4999.305664
	Iteration 31Q: 3 clusters Score -2411266 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2411276.500000 Penalty: 4999.305664
	Iteration 32Q: 3 clusters Score -2411276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -2411281.000000 Penalty: 4999.305664
	Iteration 33Q: 3 clusters Score -2411281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 20480 members 
Entering Unmasked Estep 
Score: -2411282.500000 Penalty: 4999.305664
	Iteration 34Q: 3 clusters Score -2411282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 20472 members 
Entering Unmasked Estep 
Score: -2411279.000000 Penalty: 4999.305664
	Iteration 35Q: 3 clusters Score -2411279 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2411285.500000 Penalty: 4999.305664
	Iteration 36Q: 3 clusters Score -2411286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -2411286.250000 Penalty: 4999.305664
	Iteration 37Q: 3 clusters Score -2411286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2411286.750000 Penalty: 4999.305664
	Iteration 38Q: 3 clusters Score -2411287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 20444 members 
Entering Unmasked Estep 
Score: -2411284.500000 Penalty: 4999.305664
	Iteration 39Q: 3 clusters Score -2411284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -2411285.250000 Penalty: 4999.305664
	Iteration 40F: 3 clusters Score -2411285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -2411289.750000 Penalty: 4999.305664
	Iteration 41Q: 3 clusters Score -2411290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -2411293.250000 Penalty: 4999.305664
	Iteration 42Q: 3 clusters Score -2411293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 20419 members 
Entering Unmasked Estep 
Score: -2411296.000000 Penalty: 4999.305664
	Iteration 43Q: 3 clusters Score -2411296 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -2411292.750000 Penalty: 4999.305664
	Iteration 44Q: 3 clusters Score -2411293 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 20408 members 
Entering Unmasked Estep 
Score: -2411290.500000 Penalty: 4999.305664
	Iteration 45Q: 3 clusters Score -2411290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2411291.750000 Penalty: 4999.305664
	Iteration 46Q: 3 clusters Score -2411292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -2411289.500000 Penalty: 4999.305664
	Iteration 47Q: 3 clusters Score -2411290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -2411290.000000 Penalty: 4999.305664
	Iteration 48Q: 3 clusters Score -2411290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 20394 members 
Entering Unmasked Estep 
Score: -2411288.500000 Penalty: 4999.305664
	Iteration 49Q: 3 clusters Score -2411288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2411287.500000 Penalty: 4999.305664
	Iteration 50Q: 3 clusters Score -2411288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 20393 members 
Entering Unmasked Estep 
Score: -2411287.500000 Penalty: 4999.305664
	Iteration 51F: 3 clusters Score -2411288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Entering Unmasked Estep 
Score: -258862.125000 Penalty: 1910.681519
	Iteration 0F: 2 clusters Score -258862.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -256110.921875 Penalty: 3821.363037
	Iteration 0F: 3 clusters Score -256110.9 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -256596.921875 Penalty: 3821.363037
	Iteration 1F: 3 clusters Score -256596.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -256716.625000 Penalty: 3821.363037
	Iteration 2F: 3 clusters Score -256716.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -256771.609375 Penalty: 3821.363037
	Iteration 3Q: 3 clusters Score -256771.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -256823.656250 Penalty: 3821.363037
	Iteration 4Q: 3 clusters Score -256823.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -256872.156250 Penalty: 3821.363037
	Iteration 5Q: 3 clusters Score -256872.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -256905.812500 Penalty: 3821.363037
	Iteration 6Q: 3 clusters Score -256905.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -256920.953125 Penalty: 3821.363037
	Iteration 7Q: 3 clusters Score -256921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -256930.937500 Penalty: 3821.363037
	Iteration 8Q: 3 clusters Score -256930.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -256936.203125 Penalty: 3821.363037
	Iteration 9Q: 3 clusters Score -256936.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -256944.312500 Penalty: 3821.363037
	Iteration 10Q: 3 clusters Score -256944.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -256950.859375 Penalty: 3821.363037
	Iteration 11Q: 3 clusters Score -256950.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -256957.109375 Penalty: 3821.363037
	Iteration 12Q: 3 clusters Score -256957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -256959.578125 Penalty: 3821.363037
	Iteration 13Q: 3 clusters Score -256959.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -256961.906250 Penalty: 3821.363037
	Iteration 14Q: 3 clusters Score -256961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -256963.296875 Penalty: 3821.363037
	Iteration 15Q: 3 clusters Score -256963.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -256965.546875 Penalty: 3821.363037
	Iteration 16Q: 3 clusters Score -256965.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -256969.781250 Penalty: 3821.363037
	Iteration 17Q: 3 clusters Score -256969.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -256973.546875 Penalty: 3821.363037
	Iteration 18Q: 3 clusters Score -256973.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -256976.156250 Penalty: 3821.363037
	Iteration 19Q: 3 clusters Score -256976.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -256980.593750 Penalty: 3821.363037
	Iteration 20F: 3 clusters Score -256980.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -256983.453125 Penalty: 3821.363037
	Iteration 21Q: 3 clusters Score -256983.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -256984.687500 Penalty: 3821.363037
	Iteration 22Q: 3 clusters Score -256984.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -256985.078125 Penalty: 3821.363037
	Iteration 23Q: 3 clusters Score -256985.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -256985.078125 Penalty: 3821.363037
	Iteration 24F: 3 clusters Score -256985.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25839.906250 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -25839.91 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 126 members 
Entering Unmasked Estep 
Score: -24603.777344 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -24603.78 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -24706.443359 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -24706.44 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24723.433594 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -24723.43 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24728.916016 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -24728.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24731.683594 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -24731.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -24731.683594 Penalty: 2763.788330
	Iteration 5F: 3 clusters Score -24731.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Entering Unmasked Estep 
Score: -1009009.000000 Penalty: 2261.346924
	Iteration 0F: 2 clusters Score -1009009 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1001974.375000 Penalty: 4522.693848
	Iteration 0F: 3 clusters Score -1001974 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1003949.312500 Penalty: 4522.693848
	Iteration 1F: 3 clusters Score -1003949 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1004243.250000 Penalty: 4522.693848
	Iteration 2F: 3 clusters Score -1004243 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -1004450.812500 Penalty: 4522.693848
	Iteration 3Q: 3 clusters Score -1004451 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1004628.500000 Penalty: 4522.693848
	Iteration 4Q: 3 clusters Score -1004628 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1004797.312500 Penalty: 4522.693848
	Iteration 5Q: 3 clusters Score -1004797 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -1004971.812500 Penalty: 4522.693848
	Iteration 6Q: 3 clusters Score -1004972 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -1005140.250000 Penalty: 4522.693848
	Iteration 7Q: 3 clusters Score -1005140 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1005310.625000 Penalty: 4522.693848
	Iteration 8Q: 3 clusters Score -1005311 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1005488.937500 Penalty: 4522.693848
	Iteration 9Q: 3 clusters Score -1005489 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1005681.687500 Penalty: 4522.693848
	Iteration 10Q: 3 clusters Score -1005682 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -1005885.062500 Penalty: 4522.693848
	Iteration 11Q: 3 clusters Score -1005885 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1006079.937500 Penalty: 4522.693848
	Iteration 12Q: 3 clusters Score -1006080 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1006254.500000 Penalty: 4522.693848
	Iteration 13Q: 3 clusters Score -1006254 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -1006411.187500 Penalty: 4522.693848
	Iteration 14Q: 3 clusters Score -1006411 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1006522.312500 Penalty: 4522.693848
	Iteration 15Q: 3 clusters Score -1006522 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -1006604.375000 Penalty: 4522.693848
	Iteration 16Q: 3 clusters Score -1006604 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -1006675.500000 Penalty: 4522.693848
	Iteration 17Q: 3 clusters Score -1006676 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1006732.937500 Penalty: 4522.693848
	Iteration 18Q: 3 clusters Score -1006733 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 8367 members 
Entering Unmasked Estep 
Score: -1006766.500000 Penalty: 4522.693848
	Iteration 19Q: 3 clusters Score -1006766 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1006800.687500 Penalty: 4522.693848
	Iteration 20F: 3 clusters Score -1006801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -1006839.687500 Penalty: 4522.693848
	Iteration 21Q: 3 clusters Score -1006840 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -1006868.062500 Penalty: 4522.693848
	Iteration 22Q: 3 clusters Score -1006868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1006886.812500 Penalty: 4522.693848
	Iteration 23Q: 3 clusters Score -1006887 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1006895.812500 Penalty: 4522.693848
	Iteration 24Q: 3 clusters Score -1006896 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1006903.250000 Penalty: 4522.693848
	Iteration 25Q: 3 clusters Score -1006903 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1006914.312500 Penalty: 4522.693848
	Iteration 26Q: 3 clusters Score -1006914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1006919.562500 Penalty: 4522.693848
	Iteration 27Q: 3 clusters Score -1006920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1006929.562500 Penalty: 4522.693848
	Iteration 28Q: 3 clusters Score -1006930 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1006936.187500 Penalty: 4522.693848
	Iteration 29Q: 3 clusters Score -1006936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -1006940.750000 Penalty: 4522.693848
	Iteration 30Q: 3 clusters Score -1006941 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -1006948.812500 Penalty: 4522.693848
	Iteration 31Q: 3 clusters Score -1006949 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -1006952.000000 Penalty: 4522.693848
	Iteration 32Q: 3 clusters Score -1006952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 8623 members 
Entering Unmasked Estep 
Score: -1006958.937500 Penalty: 4522.693848
	Iteration 33Q: 3 clusters Score -1006959 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1006962.687500 Penalty: 4522.693848
	Iteration 34Q: 3 clusters Score -1006963 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -1006968.000000 Penalty: 4522.693848
	Iteration 35Q: 3 clusters Score -1006968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 8641 members 
Entering Unmasked Estep 
Score: -1006972.250000 Penalty: 4522.693848
	Iteration 36Q: 3 clusters Score -1006972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1006972.812500 Penalty: 4522.693848
	Iteration 37Q: 3 clusters Score -1006973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -1006972.812500 Penalty: 4522.693848
	Iteration 38F: 3 clusters Score -1006973 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17400 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Entering Unmasked Estep 
Score: -2076989.125000 Penalty: 2421.528076
	Iteration 0F: 2 clusters Score -2076989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -2064552.625000 Penalty: 4843.056152
	Iteration 0F: 3 clusters Score -2064553 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 8734 members 
Entering Unmasked Estep 
Score: -2068613.375000 Penalty: 4843.056152
	Iteration 1F: 3 clusters Score -2068613 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -2069002.750000 Penalty: 4843.056152
	Iteration 2F: 3 clusters Score -2069003 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -2069326.125000 Penalty: 4843.056152
	Iteration 3Q: 3 clusters Score -2069326 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8284 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2069658.750000 Penalty: 4843.056152
	Iteration 4Q: 3 clusters Score -2069659 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2069996.250000 Penalty: 4843.056152
	Iteration 5Q: 3 clusters Score -2069996 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 9650 members 
Entering Unmasked Estep 
Score: -2070355.375000 Penalty: 4843.056152
	Iteration 6Q: 3 clusters Score -2070355 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2070764.250000 Penalty: 4843.056152
	Iteration 7Q: 3 clusters Score -2070764 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2071268.875000 Penalty: 4843.056152
	Iteration 8Q: 3 clusters Score -2071269 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -2071780.500000 Penalty: 4843.056152
	Iteration 9Q: 3 clusters Score -2071780 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2072299.625000 Penalty: 4843.056152
	Iteration 10Q: 3 clusters Score -2072300 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 11550 members 
Entering Unmasked Estep 
Score: -2072814.125000 Penalty: 4843.056152
	Iteration 11Q: 3 clusters Score -2072814 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -2073187.625000 Penalty: 4843.056152
	Iteration 12Q: 3 clusters Score -2073188 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -2073408.500000 Penalty: 4843.056152
	Iteration 13Q: 3 clusters Score -2073408 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2073566.125000 Penalty: 4843.056152
	Iteration 14Q: 3 clusters Score -2073566 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -2073691.375000 Penalty: 4843.056152
	Iteration 15Q: 3 clusters Score -2073691 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2073800.750000 Penalty: 4843.056152
	Iteration 16Q: 3 clusters Score -2073801 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -2073888.875000 Penalty: 4843.056152
	Iteration 17Q: 3 clusters Score -2073889 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 13354 members 
Entering Unmasked Estep 
Score: -2073980.125000 Penalty: 4843.056152
	Iteration 18Q: 3 clusters Score -2073980 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2074069.625000 Penalty: 4843.056152
	Iteration 19Q: 3 clusters Score -2074070 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2074134.000000 Penalty: 4843.056152
	Iteration 20F: 3 clusters Score -2074134 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2074198.250000 Penalty: 4843.056152
	Iteration 21Q: 3 clusters Score -2074198 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 14049 members 
Entering Unmasked Estep 
Score: -2074244.875000 Penalty: 4843.056152
	Iteration 22Q: 3 clusters Score -2074245 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -2074293.000000 Penalty: 4843.056152
	Iteration 23Q: 3 clusters Score -2074293 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2074339.750000 Penalty: 4843.056152
	Iteration 24Q: 3 clusters Score -2074340 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2074380.250000 Penalty: 4843.056152
	Iteration 25Q: 3 clusters Score -2074380 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -2074420.000000 Penalty: 4843.056152
	Iteration 26Q: 3 clusters Score -2074420 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -2074461.250000 Penalty: 4843.056152
	Iteration 27Q: 3 clusters Score -2074461 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -2074507.375000 Penalty: 4843.056152
	Iteration 28Q: 3 clusters Score -2074507 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2074544.875000 Penalty: 4843.056152
	Iteration 29Q: 3 clusters Score -2074545 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -2074583.375000 Penalty: 4843.056152
	Iteration 30Q: 3 clusters Score -2074583 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2074618.750000 Penalty: 4843.056152
	Iteration 31Q: 3 clusters Score -2074619 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 15197 members 
Entering Unmasked Estep 
Score: -2074644.250000 Penalty: 4843.056152
	Iteration 32Q: 3 clusters Score -2074644 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -2074666.750000 Penalty: 4843.056152
	Iteration 33Q: 3 clusters Score -2074667 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2074678.125000 Penalty: 4843.056152
	Iteration 34Q: 3 clusters Score -2074678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2074680.375000 Penalty: 4843.056152
	Iteration 35Q: 3 clusters Score -2074680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2074693.250000 Penalty: 4843.056152
	Iteration 36Q: 3 clusters Score -2074693 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -2074704.375000 Penalty: 4843.056152
	Iteration 37Q: 3 clusters Score -2074704 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2074705.500000 Penalty: 4843.056152
	Iteration 38Q: 3 clusters Score -2074706 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 15476 members 
Entering Unmasked Estep 
Score: -2074719.375000 Penalty: 4843.056152
	Iteration 39Q: 3 clusters Score -2074719 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -2074725.000000 Penalty: 4843.056152
	Iteration 40F: 3 clusters Score -2074725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15534 members 
Entering Unmasked Estep 
Score: -2074732.000000 Penalty: 4843.056152
	Iteration 41Q: 3 clusters Score -2074732 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -2074740.125000 Penalty: 4843.056152
	Iteration 42Q: 3 clusters Score -2074740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2074744.500000 Penalty: 4843.056152
	Iteration 43Q: 3 clusters Score -2074744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2074751.125000 Penalty: 4843.056152
	Iteration 44Q: 3 clusters Score -2074751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -2074758.125000 Penalty: 4843.056152
	Iteration 45Q: 3 clusters Score -2074758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 15632 members 
Entering Unmasked Estep 
Score: -2074760.250000 Penalty: 4843.056152
	Iteration 46Q: 3 clusters Score -2074760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2074768.750000 Penalty: 4843.056152
	Iteration 47Q: 3 clusters Score -2074769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -2074774.375000 Penalty: 4843.056152
	Iteration 48Q: 3 clusters Score -2074774 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2074774.000000 Penalty: 4843.056152
	Iteration 49Q: 3 clusters Score -2074774 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -2074777.375000 Penalty: 4843.056152
	Iteration 50Q: 3 clusters Score -2074777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -2074785.375000 Penalty: 4843.056152
	Iteration 51Q: 3 clusters Score -2074785 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -2074789.250000 Penalty: 4843.056152
	Iteration 52Q: 3 clusters Score -2074789 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2074802.125000 Penalty: 4843.056152
	Iteration 53Q: 3 clusters Score -2074802 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 15790 members 
Entering Unmasked Estep 
Score: -2074805.500000 Penalty: 4843.056152
	Iteration 54Q: 3 clusters Score -2074806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2074815.125000 Penalty: 4843.056152
	Iteration 55Q: 3 clusters Score -2074815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 15830 members 
Entering Unmasked Estep 
Score: -2074822.000000 Penalty: 4843.056152
	Iteration 56Q: 3 clusters Score -2074822 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2074823.625000 Penalty: 4843.056152
	Iteration 57Q: 3 clusters Score -2074824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
Score: -2074827.500000 Penalty: 4843.056152
	Iteration 58Q: 3 clusters Score -2074828 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -2074833.500000 Penalty: 4843.056152
	Iteration 59Q: 3 clusters Score -2074834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2074843.000000 Penalty: 4843.056152
	Iteration 60F: 3 clusters Score -2074843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2074843.375000 Penalty: 4843.056152
	Iteration 61Q: 3 clusters Score -2074843 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -2074845.750000 Penalty: 4843.056152
	Iteration 62Q: 3 clusters Score -2074846 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -2074845.625000 Penalty: 4843.056152
	Iteration 63Q: 3 clusters Score -2074846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2074849.875000 Penalty: 4843.056152
	Iteration 64Q: 3 clusters Score -2074850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2074847.500000 Penalty: 4843.056152
	Iteration 65Q: 3 clusters Score -2074848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -2074853.625000 Penalty: 4843.056152
	Iteration 66Q: 3 clusters Score -2074854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2074854.875000 Penalty: 4843.056152
	Iteration 67Q: 3 clusters Score -2074855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -2074858.000000 Penalty: 4843.056152
	Iteration 68Q: 3 clusters Score -2074858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -2074858.625000 Penalty: 4843.056152
	Iteration 69Q: 3 clusters Score -2074859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2074866.500000 Penalty: 4843.056152
	Iteration 70Q: 3 clusters Score -2074866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2074871.125000 Penalty: 4843.056152
	Iteration 71Q: 3 clusters Score -2074871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2074875.125000 Penalty: 4843.056152
	Iteration 72Q: 3 clusters Score -2074875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2074878.875000 Penalty: 4843.056152
	Iteration 73Q: 3 clusters Score -2074879 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -2074883.125000 Penalty: 4843.056152
	Iteration 74Q: 3 clusters Score -2074883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16045 members 
Entering Unmasked Estep 
Score: -2074883.375000 Penalty: 4843.056152
	Iteration 75Q: 3 clusters Score -2074883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2074882.500000 Penalty: 4843.056152
	Iteration 76Q: 3 clusters Score -2074882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2074888.375000 Penalty: 4843.056152
	Iteration 77Q: 3 clusters Score -2074888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2074891.000000 Penalty: 4843.056152
	Iteration 78Q: 3 clusters Score -2074891 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -2074892.875000 Penalty: 4843.056152
	Iteration 79Q: 3 clusters Score -2074893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2074895.375000 Penalty: 4843.056152
	Iteration 80F: 3 clusters Score -2074895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2074895.125000 Penalty: 4843.056152
	Iteration 81Q: 3 clusters Score -2074895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2074895.375000 Penalty: 4843.056152
	Iteration 82Q: 3 clusters Score -2074895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -2074892.750000 Penalty: 4843.056152
	Iteration 83Q: 3 clusters Score -2074893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2074895.875000 Penalty: 4843.056152
	Iteration 84Q: 3 clusters Score -2074896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2074896.625000 Penalty: 4843.056152
	Iteration 85Q: 3 clusters Score -2074897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2074896.625000 Penalty: 4843.056152
	Iteration 86F: 3 clusters Score -2074897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -60219.140625 Penalty: 1573.282349
	Iteration 0F: 2 clusters Score -60219.14 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 289 members 
Entering Unmasked Estep 
Score: -58606.328125 Penalty: 3146.564697
	Iteration 0F: 3 clusters Score -58606.33 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58807.902344 Penalty: 3146.564697
	Iteration 1F: 3 clusters Score -58807.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -58892.535156 Penalty: 3146.564697
	Iteration 2F: 3 clusters Score -58892.54 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -58943.777344 Penalty: 3146.564697
	Iteration 3Q: 3 clusters Score -58943.78 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -58995.531250 Penalty: 3146.564697
	Iteration 4Q: 3 clusters Score -58995.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -59036.539062 Penalty: 3146.564697
	Iteration 5Q: 3 clusters Score -59036.54 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -59079.402344 Penalty: 3146.564697
	Iteration 6Q: 3 clusters Score -59079.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59119.324219 Penalty: 3146.564697
	Iteration 7Q: 3 clusters Score -59119.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59133.070312 Penalty: 3146.564697
	Iteration 8Q: 3 clusters Score -59133.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59143.023438 Penalty: 3146.564697
	Iteration 9Q: 3 clusters Score -59143.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -59153.355469 Penalty: 3146.564697
	Iteration 10Q: 3 clusters Score -59153.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59164.343750 Penalty: 3146.564697
	Iteration 11Q: 3 clusters Score -59164.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59170.609375 Penalty: 3146.564697
	Iteration 12Q: 3 clusters Score -59170.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59172.328125 Penalty: 3146.564697
	Iteration 13Q: 3 clusters Score -59172.33 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -59172.328125 Penalty: 3146.564697
	Iteration 14F: 3 clusters Score -59172.33 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (13202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13202 members 
Entering Unmasked Estep 
Score: -1575358.000000 Penalty: 2353.054688
	Iteration 0F: 2 clusters Score -1575358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1565638.500000 Penalty: 4706.109375
	Iteration 0F: 3 clusters Score -1565638 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -1568732.375000 Penalty: 4706.109375
	Iteration 1F: 3 clusters Score -1568732 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -1569115.875000 Penalty: 4706.109375
	Iteration 2F: 3 clusters Score -1569116 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1569450.750000 Penalty: 4706.109375
	Iteration 3F: 3 clusters Score -1569451 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1569769.125000 Penalty: 4706.109375
	Iteration 4Q: 3 clusters Score -1569769 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -1570145.625000 Penalty: 4706.109375
	Iteration 5Q: 3 clusters Score -1570146 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1570529.250000 Penalty: 4706.109375
	Iteration 6Q: 3 clusters Score -1570529 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1570902.375000 Penalty: 4706.109375
	Iteration 7Q: 3 clusters Score -1570902 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1571272.625000 Penalty: 4706.109375
	Iteration 8Q: 3 clusters Score -1571273 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -1571647.250000 Penalty: 4706.109375
	Iteration 9Q: 3 clusters Score -1571647 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1571971.000000 Penalty: 4706.109375
	Iteration 10Q: 3 clusters Score -1571971 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -1572187.500000 Penalty: 4706.109375
	Iteration 11Q: 3 clusters Score -1572188 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1572344.250000 Penalty: 4706.109375
	Iteration 12Q: 3 clusters Score -1572344 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1572450.000000 Penalty: 4706.109375
	Iteration 13Q: 3 clusters Score -1572450 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1572539.125000 Penalty: 4706.109375
	Iteration 14Q: 3 clusters Score -1572539 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 8257 members 
Entering Unmasked Estep 
Score: -1572607.625000 Penalty: 4706.109375
	Iteration 15Q: 3 clusters Score -1572608 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1572656.625000 Penalty: 4706.109375
	Iteration 16Q: 3 clusters Score -1572657 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1572695.875000 Penalty: 4706.109375
	Iteration 17Q: 3 clusters Score -1572696 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -1572737.750000 Penalty: 4706.109375
	Iteration 18Q: 3 clusters Score -1572738 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1572769.500000 Penalty: 4706.109375
	Iteration 19Q: 3 clusters Score -1572770 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 8581 members 
Entering Unmasked Estep 
Score: -1572812.000000 Penalty: 4706.109375
	Iteration 20F: 3 clusters Score -1572812 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1572858.000000 Penalty: 4706.109375
	Iteration 21Q: 3 clusters Score -1572858 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1572889.875000 Penalty: 4706.109375
	Iteration 22Q: 3 clusters Score -1572890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -1572927.750000 Penalty: 4706.109375
	Iteration 23Q: 3 clusters Score -1572928 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1572946.500000 Penalty: 4706.109375
	Iteration 24Q: 3 clusters Score -1572946 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -1572954.750000 Penalty: 4706.109375
	Iteration 25Q: 3 clusters Score -1572955 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1572964.500000 Penalty: 4706.109375
	Iteration 26Q: 3 clusters Score -1572964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1572978.125000 Penalty: 4706.109375
	Iteration 27Q: 3 clusters Score -1572978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1572993.000000 Penalty: 4706.109375
	Iteration 28Q: 3 clusters Score -1572993 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -1572999.625000 Penalty: 4706.109375
	Iteration 29Q: 3 clusters Score -1573000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1573009.000000 Penalty: 4706.109375
	Iteration 30Q: 3 clusters Score -1573009 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -1573024.625000 Penalty: 4706.109375
	Iteration 31Q: 3 clusters Score -1573025 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -1573037.500000 Penalty: 4706.109375
	Iteration 32Q: 3 clusters Score -1573038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1573043.625000 Penalty: 4706.109375
	Iteration 33Q: 3 clusters Score -1573044 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1573049.625000 Penalty: 4706.109375
	Iteration 34Q: 3 clusters Score -1573050 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 9214 members 
Entering Unmasked Estep 
Score: -1573049.375000 Penalty: 4706.109375
	Iteration 35Q: 3 clusters Score -1573049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1573057.375000 Penalty: 4706.109375
	Iteration 36Q: 3 clusters Score -1573057 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1573060.500000 Penalty: 4706.109375
	Iteration 37Q: 3 clusters Score -1573060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1573057.250000 Penalty: 4706.109375
	Iteration 38Q: 3 clusters Score -1573057 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1573061.000000 Penalty: 4706.109375
	Iteration 39Q: 3 clusters Score -1573061 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -1573064.500000 Penalty: 4706.109375
	Iteration 40F: 3 clusters Score -1573064 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1573067.500000 Penalty: 4706.109375
	Iteration 41Q: 3 clusters Score -1573068 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1573071.125000 Penalty: 4706.109375
	Iteration 42Q: 3 clusters Score -1573071 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1573069.750000 Penalty: 4706.109375
	Iteration 43Q: 3 clusters Score -1573070 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1573074.625000 Penalty: 4706.109375
	Iteration 44Q: 3 clusters Score -1573075 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1573081.500000 Penalty: 4706.109375
	Iteration 45Q: 3 clusters Score -1573082 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1573085.625000 Penalty: 4706.109375
	Iteration 46Q: 3 clusters Score -1573086 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -1573086.625000 Penalty: 4706.109375
	Iteration 47Q: 3 clusters Score -1573087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -1573090.375000 Penalty: 4706.109375
	Iteration 48Q: 3 clusters Score -1573090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -1573096.125000 Penalty: 4706.109375
	Iteration 49Q: 3 clusters Score -1573096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -1573095.500000 Penalty: 4706.109375
	Iteration 50Q: 3 clusters Score -1573096 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1573098.125000 Penalty: 4706.109375
	Iteration 51Q: 3 clusters Score -1573098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1573099.750000 Penalty: 4706.109375
	Iteration 52Q: 3 clusters Score -1573100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1573104.750000 Penalty: 4706.109375
	Iteration 53Q: 3 clusters Score -1573105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 9468 members 
Entering Unmasked Estep 
Score: -1573106.875000 Penalty: 4706.109375
	Iteration 54Q: 3 clusters Score -1573107 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1573108.625000 Penalty: 4706.109375
	Iteration 55Q: 3 clusters Score -1573109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1573107.000000 Penalty: 4706.109375
	Iteration 56Q: 3 clusters Score -1573107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1573110.625000 Penalty: 4706.109375
	Iteration 57Q: 3 clusters Score -1573111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1573110.000000 Penalty: 4706.109375
	Iteration 58Q: 3 clusters Score -1573110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1573111.375000 Penalty: 4706.109375
	Iteration 59Q: 3 clusters Score -1573111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -1573112.875000 Penalty: 4706.109375
	Iteration 60F: 3 clusters Score -1573113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1573120.125000 Penalty: 4706.109375
	Iteration 61Q: 3 clusters Score -1573120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1573117.625000 Penalty: 4706.109375
	Iteration 62Q: 3 clusters Score -1573118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1573119.250000 Penalty: 4706.109375
	Iteration 63Q: 3 clusters Score -1573119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1573119.000000 Penalty: 4706.109375
	Iteration 64Q: 3 clusters Score -1573119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1573119.000000 Penalty: 4706.109375
	Iteration 65F: 3 clusters Score -1573119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Entering Unmasked Estep 
Score: -137822.171875 Penalty: 1856.262695
	Iteration 0F: 2 clusters Score -137822.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -135392.265625 Penalty: 3712.525391
	Iteration 0F: 3 clusters Score -135392.3 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -135947.062500 Penalty: 3712.525391
	Iteration 1F: 3 clusters Score -135947.1 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -136135.640625 Penalty: 3712.525391
	Iteration 2F: 3 clusters Score -136135.6 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -136306.421875 Penalty: 3712.525391
	Iteration 3F: 3 clusters Score -136306.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -136437.406250 Penalty: 3712.525391
	Iteration 4F: 3 clusters Score -136437.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -136578.187500 Penalty: 3712.525391
	Iteration 5Q: 3 clusters Score -136578.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -136718.609375 Penalty: 3712.525391
	Iteration 6Q: 3 clusters Score -136718.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -136847.171875 Penalty: 3712.525391
	Iteration 7Q: 3 clusters Score -136847.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -136946.531250 Penalty: 3712.525391
	Iteration 8Q: 3 clusters Score -136946.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -137012.453125 Penalty: 3712.525391
	Iteration 9Q: 3 clusters Score -137012.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -137044.906250 Penalty: 3712.525391
	Iteration 10Q: 3 clusters Score -137044.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -137066.421875 Penalty: 3712.525391
	Iteration 11Q: 3 clusters Score -137066.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -137077.812500 Penalty: 3712.525391
	Iteration 12Q: 3 clusters Score -137077.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -137086.750000 Penalty: 3712.525391
	Iteration 13Q: 3 clusters Score -137086.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -137092.546875 Penalty: 3712.525391
	Iteration 14Q: 3 clusters Score -137092.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -137096.390625 Penalty: 3712.525391
	Iteration 15Q: 3 clusters Score -137096.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -137101.796875 Penalty: 3712.525391
	Iteration 16Q: 3 clusters Score -137101.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -137104.359375 Penalty: 3712.525391
	Iteration 17Q: 3 clusters Score -137104.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -137104.796875 Penalty: 3712.525391
	Iteration 18Q: 3 clusters Score -137104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -137104.796875 Penalty: 3712.525391
	Iteration 19F: 3 clusters Score -137104.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (273667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273667 members 
Entering Unmasked Estep 
Score: -32177426.000000 Penalty: 3104.877686
	Iteration 0F: 2 clusters Score -3.217743e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137039 members 
Mstep: Class 2 contains 136628 members 
Entering Unmasked Estep 
Score: -31999602.000000 Penalty: 6209.755371
	Iteration 0F: 3 clusters Score -3.19996e+07 nChanged 131778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142555 members 
Mstep: Class 2 contains 131112 members 
Entering Unmasked Estep 
Score: -32076294.000000 Penalty: 6209.755371
	Iteration 1F: 3 clusters Score -3.207629e+07 nChanged 6589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146074 members 
Mstep: Class 2 contains 127593 members 
Entering Unmasked Estep 
Score: -32077536.000000 Penalty: 6209.755371
	Iteration 2Q: 3 clusters Score -3.207754e+07 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151428 members 
Mstep: Class 2 contains 122239 members 
Entering Unmasked Estep 
Score: -32079424.000000 Penalty: 6209.755371
	Iteration 3Q: 3 clusters Score -3.207942e+07 nChanged 9449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159881 members 
Mstep: Class 2 contains 113786 members 
Entering Unmasked Estep 
Score: -32082330.000000 Penalty: 6209.755371
	Iteration 4Q: 3 clusters Score -3.208233e+07 nChanged 13234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172683 members 
Mstep: Class 2 contains 100984 members 
Entering Unmasked Estep 
Score: -32088252.000000 Penalty: 6209.755371
	Iteration 5Q: 3 clusters Score -3.208825e+07 nChanged 18575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191150 members 
Mstep: Class 2 contains 82517 members 
Entering Unmasked Estep 
Score: -32099444.000000 Penalty: 6209.755371
	Iteration 6F: 3 clusters Score -3.209944e+07 nChanged 23640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214758 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -32117554.000000 Penalty: 6209.755371
	Iteration 7F: 3 clusters Score -3.211755e+07 nChanged 24670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239416 members 
Mstep: Class 2 contains 34251 members 
Entering Unmasked Estep 
Score: -32139556.000000 Penalty: 6209.755371
	Iteration 8F: 3 clusters Score -3.213956e+07 nChanged 18908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258320 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -32158826.000000 Penalty: 6209.755371
	Iteration 9F: 3 clusters Score -3.215883e+07 nChanged 10027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268345 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -32169200.000000 Penalty: 6209.755371
	Iteration 10Q: 3 clusters Score -3.21692e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271973 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -32172916.000000 Penalty: 6209.755371
	Iteration 11Q: 3 clusters Score -3.217292e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272984 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -32173930.000000 Penalty: 6209.755371
	Iteration 12Q: 3 clusters Score -3.217393e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273256 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -32174258.000000 Penalty: 6209.755371
	Iteration 13Q: 3 clusters Score -3.217426e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273338 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -32174364.000000 Penalty: 6209.755371
	Iteration 14Q: 3 clusters Score -3.217436e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273371 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -32174434.000000 Penalty: 6209.755371
	Iteration 15Q: 3 clusters Score -3.217443e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273377 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32174474.000000 Penalty: 6209.755371
	Iteration 16Q: 3 clusters Score -3.217447e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273375 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32174480.000000 Penalty: 6209.755371
	Iteration 17Q: 3 clusters Score -3.217448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273375 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -32174500.000000 Penalty: 6209.755371
	Iteration 18Q: 3 clusters Score -3.21745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273377 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -32174490.000000 Penalty: 6209.755371
	Iteration 19Q: 3 clusters Score -3.217449e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273383 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -32174518.000000 Penalty: 6209.755371
	Iteration 20F: 3 clusters Score -3.217452e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273387 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -32174548.000000 Penalty: 6209.755371
	Iteration 21Q: 3 clusters Score -3.217455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273390 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -32174546.000000 Penalty: 6209.755371
	Iteration 22Q: 3 clusters Score -3.217455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273393 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32174552.000000 Penalty: 6209.755371
	Iteration 23Q: 3 clusters Score -3.217455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273394 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32174552.000000 Penalty: 6209.755371
	Iteration 24Q: 3 clusters Score -3.217455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273391 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -32174554.000000 Penalty: 6209.755371
	Iteration 25Q: 3 clusters Score -3.217455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273392 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -32174552.000000 Penalty: 6209.755371
	Iteration 26Q: 3 clusters Score -3.217455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273393 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -32174550.000000 Penalty: 6209.755371
	Iteration 27Q: 3 clusters Score -3.217455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32174550.000000 Penalty: 6209.755371
	Iteration 28Q: 3 clusters Score -3.217455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273396 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32174574.000000 Penalty: 6209.755371
	Iteration 29Q: 3 clusters Score -3.217457e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273399 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32174590.000000 Penalty: 6209.755371
	Iteration 30Q: 3 clusters Score -3.217459e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273394 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -32174598.000000 Penalty: 6209.755371
	Iteration 31Q: 3 clusters Score -3.21746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32174588.000000 Penalty: 6209.755371
	Iteration 32Q: 3 clusters Score -3.217459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273395 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -32174598.000000 Penalty: 6209.755371
	Iteration 33Q: 3 clusters Score -3.21746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273396 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -32174604.000000 Penalty: 6209.755371
	Iteration 34Q: 3 clusters Score -3.21746e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273397 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -32174586.000000 Penalty: 6209.755371
	Iteration 35Q: 3 clusters Score -3.217459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273399 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32174594.000000 Penalty: 6209.755371
	Iteration 36Q: 3 clusters Score -3.217459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273399 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32174602.000000 Penalty: 6209.755371
	Iteration 37Q: 3 clusters Score -3.21746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273399 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -32174602.000000 Penalty: 6209.755371
	Iteration 38F: 3 clusters Score -3.21746e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16453 members 
Mstep: Class 4 contains 180560 members 
Mstep: Class 5 contains 150014 members 
Mstep: Class 6 contains 22451 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2614 members 
Mstep: Class 9 contains 9083 members 
Mstep: Class 10 contains 34951 members 
Mstep: Class 11 contains 34711 members 
Mstep: Class 12 contains 50924 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 80465 members 
Mstep: Class 15 contains 19756 members 
Mstep: Class 16 contains 12112 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 191876 members 
Mstep: Class 19 contains 55099 members 
Mstep: Class 20 contains 12243 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 173028 members 
Mstep: Class 23 contains 23843 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9121 members 
Mstep: Class 27 contains 17400 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13202 members 
Mstep: Class 30 contains 1781 members 
Mstep: Class 31 contains 273667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161492416.000000 Penalty: 112415.234375
Iteration 359Q: 33 clusters Score -1.614924e+08 nChanged 5934
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16457 members 
Mstep: Class 4 contains 179889 members 
Mstep: Class 5 contains 151683 members 
Mstep: Class 6 contains 22570 members 
Mstep: Class 7 contains 3594 members 
Mstep: Class 8 contains 2619 members 
Mstep: Class 9 contains 9083 members 
Mstep: Class 10 contains 34867 members 
Mstep: Class 11 contains 34711 members 
Mstep: Class 12 contains 50831 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 80791 members 
Mstep: Class 15 contains 19762 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 191350 members 
Mstep: Class 19 contains 54889 members 
Mstep: Class 20 contains 12247 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 172306 members 
Mstep: Class 23 contains 23847 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9135 members 
Mstep: Class 27 contains 17329 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13187 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 273999 members 
Mstep: Class 32 contains 6681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161492928.000000 Penalty: 112415.234375
Iteration 360F: 33 clusters Score -1.614929e+08 nChanged 4228
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16433 members 
Mstep: Class 4 contains 179340 members 
Mstep: Class 5 contains 152614 members 
Mstep: Class 6 contains 22650 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 34786 members 
Mstep: Class 11 contains 34711 members 
Mstep: Class 12 contains 50769 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 80410 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 191036 members 
Mstep: Class 19 contains 54724 members 
Mstep: Class 20 contains 12252 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 171824 members 
Mstep: Class 23 contains 23849 members 
Mstep: Class 24 contains 2216 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9148 members 
Mstep: Class 27 contains 17259 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13175 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 274571 members 
Mstep: Class 32 contains 7239 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161493872.000000 Penalty: 112415.234375
Iteration 361Q: 33 clusters Score -1.614939e+08 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16415 members 
Mstep: Class 4 contains 178824 members 
Mstep: Class 5 contains 153393 members 
Mstep: Class 6 contains 22728 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 2612 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 34715 members 
Mstep: Class 11 contains 34712 members 
Mstep: Class 12 contains 50718 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 79951 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 190742 members 
Mstep: Class 19 contains 54579 members 
Mstep: Class 20 contains 12253 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 171484 members 
Mstep: Class 23 contains 23852 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9165 members 
Mstep: Class 27 contains 17183 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13163 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 275259 members 
Mstep: Class 32 contains 7647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161494016.000000 Penalty: 112415.234375
Iteration 362Q: 33 clusters Score -1.61494e+08 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16399 members 
Mstep: Class 4 contains 178352 members 
Mstep: Class 5 contains 153921 members 
Mstep: Class 6 contains 22804 members 
Mstep: Class 7 contains 3590 members 
Mstep: Class 8 contains 2611 members 
Mstep: Class 9 contains 9082 members 
Mstep: Class 10 contains 34645 members 
Mstep: Class 11 contains 34722 members 
Mstep: Class 12 contains 50681 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 79459 members 
Mstep: Class 15 contains 19756 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8716 members 
Mstep: Class 18 contains 190515 members 
Mstep: Class 19 contains 54476 members 
Mstep: Class 20 contains 12255 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 171242 members 
Mstep: Class 23 contains 23854 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9188 members 
Mstep: Class 27 contains 17108 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13153 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 275992 members 
Mstep: Class 32 contains 8027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161494304.000000 Penalty: 112415.234375
Iteration 363Q: 33 clusters Score -1.614943e+08 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16376 members 
Mstep: Class 4 contains 177945 members 
Mstep: Class 5 contains 154286 members 
Mstep: Class 6 contains 22877 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2606 members 
Mstep: Class 9 contains 9081 members 
Mstep: Class 10 contains 34593 members 
Mstep: Class 11 contains 34723 members 
Mstep: Class 12 contains 50646 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 79027 members 
Mstep: Class 15 contains 19760 members 
Mstep: Class 16 contains 12111 members 
Mstep: Class 17 contains 8709 members 
Mstep: Class 18 contains 190369 members 
Mstep: Class 19 contains 54367 members 
Mstep: Class 20 contains 12256 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 171064 members 
Mstep: Class 23 contains 23863 members 
Mstep: Class 24 contains 2219 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9209 members 
Mstep: Class 27 contains 17017 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13153 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 276703 members 
Mstep: Class 32 contains 8337 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161494736.000000 Penalty: 112415.234375
Iteration 364Q: 33 clusters Score -1.614947e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16364 members 
Mstep: Class 4 contains 177555 members 
Mstep: Class 5 contains 154549 members 
Mstep: Class 6 contains 22953 members 
Mstep: Class 7 contains 3587 members 
Mstep: Class 8 contains 2604 members 
Mstep: Class 9 contains 9078 members 
Mstep: Class 10 contains 34548 members 
Mstep: Class 11 contains 34730 members 
Mstep: Class 12 contains 50613 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 78624 members 
Mstep: Class 15 contains 19764 members 
Mstep: Class 16 contains 12114 members 
Mstep: Class 17 contains 8709 members 
Mstep: Class 18 contains 190281 members 
Mstep: Class 19 contains 54278 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 170885 members 
Mstep: Class 23 contains 23868 members 
Mstep: Class 24 contains 2219 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9230 members 
Mstep: Class 27 contains 16934 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13148 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 277404 members 
Mstep: Class 32 contains 8596 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161494608.000000 Penalty: 112415.234375
Iteration 365Q: 33 clusters Score -1.614946e+08 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16349 members 
Mstep: Class 4 contains 177177 members 
Mstep: Class 5 contains 154736 members 
Mstep: Class 6 contains 23032 members 
Mstep: Class 7 contains 3582 members 
Mstep: Class 8 contains 2601 members 
Mstep: Class 9 contains 9078 members 
Mstep: Class 10 contains 34499 members 
Mstep: Class 11 contains 34736 members 
Mstep: Class 12 contains 50601 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 78237 members 
Mstep: Class 15 contains 19763 members 
Mstep: Class 16 contains 12118 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 190231 members 
Mstep: Class 19 contains 54215 members 
Mstep: Class 20 contains 12255 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 170729 members 
Mstep: Class 23 contains 23871 members 
Mstep: Class 24 contains 2219 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9246 members 
Mstep: Class 27 contains 16840 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13153 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 278106 members 
Mstep: Class 32 contains 8814 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161494608.000000 Penalty: 112415.234375
Iteration 366Q: 33 clusters Score -1.614946e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16333 members 
Mstep: Class 4 contains 176847 members 
Mstep: Class 5 contains 154875 members 
Mstep: Class 6 contains 23115 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 2598 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 34465 members 
Mstep: Class 11 contains 34740 members 
Mstep: Class 12 contains 50563 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 77886 members 
Mstep: Class 15 contains 19760 members 
Mstep: Class 16 contains 12121 members 
Mstep: Class 17 contains 8705 members 
Mstep: Class 18 contains 190202 members 
Mstep: Class 19 contains 54162 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 170560 members 
Mstep: Class 23 contains 23869 members 
Mstep: Class 24 contains 2218 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9255 members 
Mstep: Class 27 contains 16761 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13157 members 
Mstep: Class 30 contains 1782 members 
Mstep: Class 31 contains 278790 members 
Mstep: Class 32 contains 8996 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161494544.000000 Penalty: 112415.234375
Iteration 367Q: 33 clusters Score -1.614945e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16318 members 
Mstep: Class 4 contains 176548 members 
Mstep: Class 5 contains 154991 members 
Mstep: Class 6 contains 23211 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 2597 members 
Mstep: Class 9 contains 9078 members 
Mstep: Class 10 contains 34432 members 
Mstep: Class 11 contains 34743 members 
Mstep: Class 12 contains 50518 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 77539 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 12122 members 
Mstep: Class 17 contains 8704 members 
Mstep: Class 18 contains 190160 members 
Mstep: Class 19 contains 54118 members 
Mstep: Class 20 contains 12261 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 170397 members 
Mstep: Class 23 contains 23870 members 
Mstep: Class 24 contains 2220 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9270 members 
Mstep: Class 27 contains 16682 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13158 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 279469 members 
Mstep: Class 32 contains 9149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161495040.000000 Penalty: 112415.234375
Iteration 368Q: 33 clusters Score -1.61495e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16309 members 
Mstep: Class 4 contains 176250 members 
Mstep: Class 5 contains 155090 members 
Mstep: Class 6 contains 23292 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 2591 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 34405 members 
Mstep: Class 11 contains 34746 members 
Mstep: Class 12 contains 50471 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 77246 members 
Mstep: Class 15 contains 19756 members 
Mstep: Class 16 contains 12124 members 
Mstep: Class 17 contains 8702 members 
Mstep: Class 18 contains 190156 members 
Mstep: Class 19 contains 54058 members 
Mstep: Class 20 contains 12266 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 170247 members 
Mstep: Class 23 contains 23869 members 
Mstep: Class 24 contains 2220 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9281 members 
Mstep: Class 27 contains 16594 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13160 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 280145 members 
Mstep: Class 32 contains 9269 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161495232.000000 Penalty: 112415.234375
Iteration 369Q: 33 clusters Score -1.614952e+08 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16302 members 
Mstep: Class 4 contains 175979 members 
Mstep: Class 5 contains 155112 members 
Mstep: Class 6 contains 23377 members 
Mstep: Class 7 contains 3584 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 9078 members 
Mstep: Class 10 contains 34384 members 
Mstep: Class 11 contains 34751 members 
Mstep: Class 12 contains 50451 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 76967 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 12126 members 
Mstep: Class 17 contains 8704 members 
Mstep: Class 18 contains 190172 members 
Mstep: Class 19 contains 54016 members 
Mstep: Class 20 contains 12260 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 170100 members 
Mstep: Class 23 contains 23869 members 
Mstep: Class 24 contains 2220 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9284 members 
Mstep: Class 27 contains 16523 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13152 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 280784 members 
Mstep: Class 32 contains 9374 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161495440.000000 Penalty: 112415.234375
Iteration 370Q: 33 clusters Score -1.614954e+08 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16289 members 
Mstep: Class 4 contains 175710 members 
Mstep: Class 5 contains 155105 members 
Mstep: Class 6 contains 23469 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 34361 members 
Mstep: Class 11 contains 34757 members 
Mstep: Class 12 contains 50423 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 76720 members 
Mstep: Class 15 contains 19756 members 
Mstep: Class 16 contains 12126 members 
Mstep: Class 17 contains 8705 members 
Mstep: Class 18 contains 190172 members 
Mstep: Class 19 contains 53954 members 
Mstep: Class 20 contains 12261 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169971 members 
Mstep: Class 23 contains 23870 members 
Mstep: Class 24 contains 2221 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9295 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13144 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 281445 members 
Mstep: Class 32 contains 9471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161495648.000000 Penalty: 112415.234375
Iteration 371Q: 33 clusters Score -1.614956e+08 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16277 members 
Mstep: Class 4 contains 175420 members 
Mstep: Class 5 contains 155107 members 
Mstep: Class 6 contains 23565 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 9078 members 
Mstep: Class 10 contains 34344 members 
Mstep: Class 11 contains 34753 members 
Mstep: Class 12 contains 50399 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 76525 members 
Mstep: Class 15 contains 19755 members 
Mstep: Class 16 contains 12127 members 
Mstep: Class 17 contains 8705 members 
Mstep: Class 18 contains 190160 members 
Mstep: Class 19 contains 53897 members 
Mstep: Class 20 contains 12260 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169889 members 
Mstep: Class 23 contains 23873 members 
Mstep: Class 24 contains 2221 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9294 members 
Mstep: Class 27 contains 16368 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13142 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 282068 members 
Mstep: Class 32 contains 9539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161495776.000000 Penalty: 112415.234375
Iteration 372Q: 33 clusters Score -1.614958e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16276 members 
Mstep: Class 4 contains 175152 members 
Mstep: Class 5 contains 155123 members 
Mstep: Class 6 contains 23631 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 34324 members 
Mstep: Class 11 contains 34753 members 
Mstep: Class 12 contains 50363 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 76379 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 12127 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 190149 members 
Mstep: Class 19 contains 53851 members 
Mstep: Class 20 contains 12258 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169792 members 
Mstep: Class 23 contains 23873 members 
Mstep: Class 24 contains 2221 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9292 members 
Mstep: Class 27 contains 16299 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13125 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 282671 members 
Mstep: Class 32 contains 9572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496064.000000 Penalty: 112415.234375
Iteration 373Q: 33 clusters Score -1.614961e+08 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16271 members 
Mstep: Class 4 contains 174897 members 
Mstep: Class 5 contains 155096 members 
Mstep: Class 6 contains 23699 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 2591 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 34302 members 
Mstep: Class 11 contains 34756 members 
Mstep: Class 12 contains 50333 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 76260 members 
Mstep: Class 15 contains 19757 members 
Mstep: Class 16 contains 12127 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 190129 members 
Mstep: Class 19 contains 53819 members 
Mstep: Class 20 contains 12256 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169709 members 
Mstep: Class 23 contains 23878 members 
Mstep: Class 24 contains 2220 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9289 members 
Mstep: Class 27 contains 16218 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13113 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 283268 members 
Mstep: Class 32 contains 9609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496400.000000 Penalty: 112415.234375
Iteration 374Q: 33 clusters Score -1.614964e+08 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16270 members 
Mstep: Class 4 contains 174658 members 
Mstep: Class 5 contains 155047 members 
Mstep: Class 6 contains 23760 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 2592 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 34286 members 
Mstep: Class 11 contains 34759 members 
Mstep: Class 12 contains 50294 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 76159 members 
Mstep: Class 15 contains 19758 members 
Mstep: Class 16 contains 12127 members 
Mstep: Class 17 contains 8709 members 
Mstep: Class 18 contains 190099 members 
Mstep: Class 19 contains 53793 members 
Mstep: Class 20 contains 12253 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169671 members 
Mstep: Class 23 contains 23878 members 
Mstep: Class 24 contains 2220 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9294 members 
Mstep: Class 27 contains 16135 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 13108 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 283818 members 
Mstep: Class 32 contains 9630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496688.000000 Penalty: 112415.234375
Iteration 375Q: 33 clusters Score -1.614967e+08 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16266 members 
Mstep: Class 4 contains 174396 members 
Mstep: Class 5 contains 155048 members 
Mstep: Class 6 contains 23812 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 34277 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 50269 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 76066 members 
Mstep: Class 15 contains 19760 members 
Mstep: Class 16 contains 12128 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 190037 members 
Mstep: Class 19 contains 53764 members 
Mstep: Class 20 contains 12250 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169646 members 
Mstep: Class 23 contains 23879 members 
Mstep: Class 24 contains 2221 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9297 members 
Mstep: Class 27 contains 16059 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13103 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 284346 members 
Mstep: Class 32 contains 9646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496784.000000 Penalty: 112415.234375
Iteration 376Q: 33 clusters Score -1.614968e+08 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16259 members 
Mstep: Class 4 contains 174134 members 
Mstep: Class 5 contains 155062 members 
Mstep: Class 6 contains 23874 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 34258 members 
Mstep: Class 11 contains 34762 members 
Mstep: Class 12 contains 50244 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 75976 members 
Mstep: Class 15 contains 19761 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 8709 members 
Mstep: Class 18 contains 190011 members 
Mstep: Class 19 contains 53728 members 
Mstep: Class 20 contains 12252 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169645 members 
Mstep: Class 23 contains 23876 members 
Mstep: Class 24 contains 2221 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9302 members 
Mstep: Class 27 contains 15981 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13091 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 284822 members 
Mstep: Class 32 contains 9652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497232.000000 Penalty: 112415.234375
Iteration 377Q: 33 clusters Score -1.614972e+08 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16254 members 
Mstep: Class 4 contains 173899 members 
Mstep: Class 5 contains 155107 members 
Mstep: Class 6 contains 23943 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 2589 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 34223 members 
Mstep: Class 11 contains 34759 members 
Mstep: Class 12 contains 50230 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 75882 members 
Mstep: Class 15 contains 19766 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 189954 members 
Mstep: Class 19 contains 53675 members 
Mstep: Class 20 contains 12250 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169636 members 
Mstep: Class 23 contains 23879 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9309 members 
Mstep: Class 27 contains 15897 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13074 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 285301 members 
Mstep: Class 32 contains 9656 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497072.000000 Penalty: 112415.234375
Iteration 378Q: 33 clusters Score -1.614971e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16252 members 
Mstep: Class 4 contains 173689 members 
Mstep: Class 5 contains 155115 members 
Mstep: Class 6 contains 24008 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 2592 members 
Mstep: Class 9 contains 9073 members 
Mstep: Class 10 contains 34185 members 
Mstep: Class 11 contains 34758 members 
Mstep: Class 12 contains 50222 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 75797 members 
Mstep: Class 15 contains 19772 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 18 contains 189848 members 
Mstep: Class 19 contains 53636 members 
Mstep: Class 20 contains 12245 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169681 members 
Mstep: Class 23 contains 23880 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9311 members 
Mstep: Class 27 contains 15835 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13061 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 285746 members 
Mstep: Class 32 contains 9657 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497232.000000 Penalty: 112415.234375
Iteration 379Q: 33 clusters Score -1.614972e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16245 members 
Mstep: Class 4 contains 173475 members 
Mstep: Class 5 contains 155134 members 
Mstep: Class 6 contains 24066 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 2592 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 34163 members 
Mstep: Class 11 contains 34757 members 
Mstep: Class 12 contains 50209 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 75724 members 
Mstep: Class 15 contains 19776 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 8715 members 
Mstep: Class 18 contains 189743 members 
Mstep: Class 19 contains 53595 members 
Mstep: Class 20 contains 12239 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169716 members 
Mstep: Class 23 contains 23882 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9315 members 
Mstep: Class 27 contains 15765 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13062 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 286177 members 
Mstep: Class 32 contains 9658 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497136.000000 Penalty: 112415.234375
Iteration 380F: 33 clusters Score -1.614971e+08 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16238 members 
Mstep: Class 4 contains 173280 members 
Mstep: Class 5 contains 155179 members 
Mstep: Class 6 contains 24125 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 34150 members 
Mstep: Class 11 contains 34755 members 
Mstep: Class 12 contains 50196 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 75600 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 12129 members 
Mstep: Class 17 contains 8715 members 
Mstep: Class 18 contains 189605 members 
Mstep: Class 19 contains 53555 members 
Mstep: Class 20 contains 12237 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169735 members 
Mstep: Class 23 contains 23883 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9321 members 
Mstep: Class 27 contains 15701 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13067 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 286600 members 
Mstep: Class 32 contains 9711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497216.000000 Penalty: 112415.234375
Iteration 381Q: 33 clusters Score -1.614972e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16227 members 
Mstep: Class 4 contains 173113 members 
Mstep: Class 5 contains 155267 members 
Mstep: Class 6 contains 24185 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 2585 members 
Mstep: Class 9 contains 9074 members 
Mstep: Class 10 contains 34133 members 
Mstep: Class 11 contains 34755 members 
Mstep: Class 12 contains 50177 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 75458 members 
Mstep: Class 15 contains 19774 members 
Mstep: Class 16 contains 12130 members 
Mstep: Class 17 contains 8715 members 
Mstep: Class 18 contains 189511 members 
Mstep: Class 19 contains 53506 members 
Mstep: Class 20 contains 12235 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169750 members 
Mstep: Class 23 contains 23885 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9325 members 
Mstep: Class 27 contains 15621 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13066 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 286960 members 
Mstep: Class 32 contains 9768 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496960.000000 Penalty: 112415.234375
Iteration 382Q: 33 clusters Score -1.61497e+08 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16221 members 
Mstep: Class 4 contains 172927 members 
Mstep: Class 5 contains 155342 members 
Mstep: Class 6 contains 24250 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 34115 members 
Mstep: Class 11 contains 34758 members 
Mstep: Class 12 contains 50160 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 75351 members 
Mstep: Class 15 contains 19774 members 
Mstep: Class 16 contains 12131 members 
Mstep: Class 17 contains 8717 members 
Mstep: Class 18 contains 189434 members 
Mstep: Class 19 contains 53468 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169754 members 
Mstep: Class 23 contains 23885 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9330 members 
Mstep: Class 27 contains 15549 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13055 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 287304 members 
Mstep: Class 32 contains 9807 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496992.000000 Penalty: 112415.234375
Iteration 383Q: 33 clusters Score -1.61497e+08 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16217 members 
Mstep: Class 4 contains 172753 members 
Mstep: Class 5 contains 155408 members 
Mstep: Class 6 contains 24307 members 
Mstep: Class 7 contains 3566 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 34086 members 
Mstep: Class 11 contains 34758 members 
Mstep: Class 12 contains 50140 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 75239 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8716 members 
Mstep: Class 18 contains 189408 members 
Mstep: Class 19 contains 53428 members 
Mstep: Class 20 contains 12236 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169731 members 
Mstep: Class 23 contains 23883 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9330 members 
Mstep: Class 27 contains 15485 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13044 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 287649 members 
Mstep: Class 32 contains 9844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497040.000000 Penalty: 112415.234375
Iteration 384Q: 33 clusters Score -1.61497e+08 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16209 members 
Mstep: Class 4 contains 172583 members 
Mstep: Class 5 contains 155435 members 
Mstep: Class 6 contains 24353 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 2581 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 34066 members 
Mstep: Class 11 contains 34761 members 
Mstep: Class 12 contains 50101 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 75148 members 
Mstep: Class 15 contains 19775 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 189370 members 
Mstep: Class 19 contains 53407 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169717 members 
Mstep: Class 23 contains 23883 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9336 members 
Mstep: Class 27 contains 15426 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13039 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 288010 members 
Mstep: Class 32 contains 9877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497232.000000 Penalty: 112415.234375
Iteration 385Q: 33 clusters Score -1.614972e+08 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16205 members 
Mstep: Class 4 contains 172405 members 
Mstep: Class 5 contains 155443 members 
Mstep: Class 6 contains 24404 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 2580 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 34038 members 
Mstep: Class 11 contains 34761 members 
Mstep: Class 12 contains 50071 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 75049 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 18 contains 189351 members 
Mstep: Class 19 contains 53370 members 
Mstep: Class 20 contains 12234 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169734 members 
Mstep: Class 23 contains 23883 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9342 members 
Mstep: Class 27 contains 15375 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13033 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 288327 members 
Mstep: Class 32 contains 9927 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497152.000000 Penalty: 112415.234375
Iteration 386Q: 33 clusters Score -1.614972e+08 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16199 members 
Mstep: Class 4 contains 172213 members 
Mstep: Class 5 contains 155478 members 
Mstep: Class 6 contains 24463 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 34013 members 
Mstep: Class 11 contains 34761 members 
Mstep: Class 12 contains 50059 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74966 members 
Mstep: Class 15 contains 19782 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 18 contains 189306 members 
Mstep: Class 19 contains 53339 members 
Mstep: Class 20 contains 12232 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169746 members 
Mstep: Class 23 contains 23885 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9343 members 
Mstep: Class 27 contains 15323 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13033 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 288630 members 
Mstep: Class 32 contains 9969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497312.000000 Penalty: 112415.234375
Iteration 387Q: 33 clusters Score -1.614973e+08 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16192 members 
Mstep: Class 4 contains 172015 members 
Mstep: Class 5 contains 155530 members 
Mstep: Class 6 contains 24532 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 33999 members 
Mstep: Class 11 contains 34761 members 
Mstep: Class 12 contains 50054 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74861 members 
Mstep: Class 15 contains 19781 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 189296 members 
Mstep: Class 19 contains 53315 members 
Mstep: Class 20 contains 12233 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169715 members 
Mstep: Class 23 contains 23886 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9343 members 
Mstep: Class 27 contains 15278 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13031 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 288907 members 
Mstep: Class 32 contains 10019 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497360.000000 Penalty: 112415.234375
Iteration 388Q: 33 clusters Score -1.614974e+08 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16185 members 
Mstep: Class 4 contains 171822 members 
Mstep: Class 5 contains 155561 members 
Mstep: Class 6 contains 24607 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 33977 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 50048 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74765 members 
Mstep: Class 15 contains 19781 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 189284 members 
Mstep: Class 19 contains 53279 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169666 members 
Mstep: Class 23 contains 23887 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9344 members 
Mstep: Class 27 contains 15244 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13029 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 289231 members 
Mstep: Class 32 contains 10052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497312.000000 Penalty: 112415.234375
Iteration 389Q: 33 clusters Score -1.614973e+08 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16179 members 
Mstep: Class 4 contains 171666 members 
Mstep: Class 5 contains 155582 members 
Mstep: Class 6 contains 24684 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 9077 members 
Mstep: Class 10 contains 33953 members 
Mstep: Class 11 contains 34761 members 
Mstep: Class 12 contains 50035 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74678 members 
Mstep: Class 15 contains 19780 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 189243 members 
Mstep: Class 19 contains 53243 members 
Mstep: Class 20 contains 12228 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169614 members 
Mstep: Class 23 contains 23887 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9355 members 
Mstep: Class 27 contains 15210 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13027 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 289558 members 
Mstep: Class 32 contains 10076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497600.000000 Penalty: 112415.234375
Iteration 390Q: 33 clusters Score -1.614976e+08 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16174 members 
Mstep: Class 4 contains 171534 members 
Mstep: Class 5 contains 155599 members 
Mstep: Class 6 contains 24756 members 
Mstep: Class 7 contains 3557 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 33931 members 
Mstep: Class 11 contains 34762 members 
Mstep: Class 12 contains 50014 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74616 members 
Mstep: Class 15 contains 19782 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 189217 members 
Mstep: Class 19 contains 53191 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169546 members 
Mstep: Class 23 contains 23886 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9362 members 
Mstep: Class 27 contains 15185 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13018 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 289872 members 
Mstep: Class 32 contains 10101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497728.000000 Penalty: 112415.234375
Iteration 391Q: 33 clusters Score -1.614977e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16171 members 
Mstep: Class 4 contains 171372 members 
Mstep: Class 5 contains 155586 members 
Mstep: Class 6 contains 24828 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 33898 members 
Mstep: Class 11 contains 34761 members 
Mstep: Class 12 contains 50006 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74554 members 
Mstep: Class 15 contains 19788 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 189220 members 
Mstep: Class 19 contains 53166 members 
Mstep: Class 20 contains 12228 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169475 members 
Mstep: Class 23 contains 23887 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9365 members 
Mstep: Class 27 contains 15155 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13013 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 290185 members 
Mstep: Class 32 contains 10128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497680.000000 Penalty: 112415.234375
Iteration 392Q: 33 clusters Score -1.614977e+08 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16167 members 
Mstep: Class 4 contains 171233 members 
Mstep: Class 5 contains 155595 members 
Mstep: Class 6 contains 24871 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 33880 members 
Mstep: Class 11 contains 34764 members 
Mstep: Class 12 contains 50006 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74497 members 
Mstep: Class 15 contains 19789 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 189203 members 
Mstep: Class 19 contains 53138 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169417 members 
Mstep: Class 23 contains 23888 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9364 members 
Mstep: Class 27 contains 15119 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13007 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 290478 members 
Mstep: Class 32 contains 10150 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497728.000000 Penalty: 112415.234375
Iteration 393Q: 33 clusters Score -1.614977e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16162 members 
Mstep: Class 4 contains 171095 members 
Mstep: Class 5 contains 155620 members 
Mstep: Class 6 contains 24911 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 33859 members 
Mstep: Class 11 contains 34762 members 
Mstep: Class 12 contains 49995 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74451 members 
Mstep: Class 15 contains 19788 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 189198 members 
Mstep: Class 19 contains 53107 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169364 members 
Mstep: Class 23 contains 23888 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9367 members 
Mstep: Class 27 contains 15103 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 13002 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 290736 members 
Mstep: Class 32 contains 10162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497664.000000 Penalty: 112415.234375
Iteration 394Q: 33 clusters Score -1.614977e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16159 members 
Mstep: Class 4 contains 170984 members 
Mstep: Class 5 contains 155629 members 
Mstep: Class 6 contains 24944 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 33838 members 
Mstep: Class 11 contains 34761 members 
Mstep: Class 12 contains 49983 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74402 members 
Mstep: Class 15 contains 19787 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8709 members 
Mstep: Class 18 contains 189181 members 
Mstep: Class 19 contains 53072 members 
Mstep: Class 20 contains 12225 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169292 members 
Mstep: Class 23 contains 23888 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9370 members 
Mstep: Class 27 contains 15087 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12997 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 291018 members 
Mstep: Class 32 contains 10182 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497872.000000 Penalty: 112415.234375
Iteration 395Q: 33 clusters Score -1.614979e+08 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16161 members 
Mstep: Class 4 contains 170903 members 
Mstep: Class 5 contains 155654 members 
Mstep: Class 6 contains 24968 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 33822 members 
Mstep: Class 11 contains 34759 members 
Mstep: Class 12 contains 49974 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74372 members 
Mstep: Class 15 contains 19787 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 189122 members 
Mstep: Class 19 contains 53039 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169213 members 
Mstep: Class 23 contains 23888 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9371 members 
Mstep: Class 27 contains 15067 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12995 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 291294 members 
Mstep: Class 32 contains 10190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497760.000000 Penalty: 112415.234375
Iteration 396Q: 33 clusters Score -1.614978e+08 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16157 members 
Mstep: Class 4 contains 170798 members 
Mstep: Class 5 contains 155672 members 
Mstep: Class 6 contains 24990 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 33806 members 
Mstep: Class 11 contains 34758 members 
Mstep: Class 12 contains 49974 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74338 members 
Mstep: Class 15 contains 19786 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 189083 members 
Mstep: Class 19 contains 53015 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 474 members 
Mstep: Class 22 contains 169170 members 
Mstep: Class 23 contains 23890 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9379 members 
Mstep: Class 27 contains 15039 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12996 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 291534 members 
Mstep: Class 32 contains 10195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497808.000000 Penalty: 112415.234375
Iteration 397Q: 33 clusters Score -1.614978e+08 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16157 members 
Mstep: Class 4 contains 170743 members 
Mstep: Class 5 contains 155697 members 
Mstep: Class 6 contains 25020 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 33785 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 49975 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74296 members 
Mstep: Class 15 contains 19786 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 189031 members 
Mstep: Class 19 contains 52994 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169108 members 
Mstep: Class 23 contains 23892 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9385 members 
Mstep: Class 27 contains 15017 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12996 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 291744 members 
Mstep: Class 32 contains 10200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497776.000000 Penalty: 112415.234375
Iteration 398Q: 33 clusters Score -1.614978e+08 nChanged 772
Entering ConstructFrom: 
Score: -161497776.000000 Penalty: 112415.234375
Entering ConstructFrom: 
Trying to split cluster 1 (7884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Entering Unmasked Estep 
Score: -877831.437500 Penalty: 2225.202393
	Iteration 0F: 2 clusters Score -877831.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -871576.375000 Penalty: 4450.404785
	Iteration 0F: 3 clusters Score -871576.4 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -873230.500000 Penalty: 4450.404785
	Iteration 1F: 3 clusters Score -873230.5 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -873508.750000 Penalty: 4450.404785
	Iteration 2F: 3 clusters Score -873508.8 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -873746.250000 Penalty: 4450.404785
	Iteration 3F: 3 clusters Score -873746.2 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -874009.187500 Penalty: 4450.404785
	Iteration 4Q: 3 clusters Score -874009.2 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -874283.812500 Penalty: 4450.404785
	Iteration 5Q: 3 clusters Score -874283.8 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -874559.250000 Penalty: 4450.404785
	Iteration 6F: 3 clusters Score -874559.2 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -874860.312500 Penalty: 4450.404785
	Iteration 7F: 3 clusters Score -874860.3 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -875178.000000 Penalty: 4450.404785
	Iteration 8F: 3 clusters Score -875178 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -875448.500000 Penalty: 4450.404785
	Iteration 9F: 3 clusters Score -875448.5 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -875697.500000 Penalty: 4450.404785
	Iteration 10Q: 3 clusters Score -875697.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -875934.312500 Penalty: 4450.404785
	Iteration 11Q: 3 clusters Score -875934.3 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -876142.312500 Penalty: 4450.404785
	Iteration 12Q: 3 clusters Score -876142.3 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -876309.187500 Penalty: 4450.404785
	Iteration 13Q: 3 clusters Score -876309.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -876430.625000 Penalty: 4450.404785
	Iteration 14Q: 3 clusters Score -876430.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -876517.375000 Penalty: 4450.404785
	Iteration 15Q: 3 clusters Score -876517.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -876588.125000 Penalty: 4450.404785
	Iteration 16Q: 3 clusters Score -876588.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -876629.687500 Penalty: 4450.404785
	Iteration 17Q: 3 clusters Score -876629.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -876658.437500 Penalty: 4450.404785
	Iteration 18Q: 3 clusters Score -876658.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -876690.500000 Penalty: 4450.404785
	Iteration 19Q: 3 clusters Score -876690.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -876711.875000 Penalty: 4450.404785
	Iteration 20F: 3 clusters Score -876711.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -876736.312500 Penalty: 4450.404785
	Iteration 21Q: 3 clusters Score -876736.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -876745.812500 Penalty: 4450.404785
	Iteration 22Q: 3 clusters Score -876745.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -876753.937500 Penalty: 4450.404785
	Iteration 23Q: 3 clusters Score -876753.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -876756.500000 Penalty: 4450.404785
	Iteration 24Q: 3 clusters Score -876756.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -876760.875000 Penalty: 4450.404785
	Iteration 25Q: 3 clusters Score -876760.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -876764.437500 Penalty: 4450.404785
	Iteration 26Q: 3 clusters Score -876764.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -876767.687500 Penalty: 4450.404785
	Iteration 27Q: 3 clusters Score -876767.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -876771.312500 Penalty: 4450.404785
	Iteration 28Q: 3 clusters Score -876771.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -876773.375000 Penalty: 4450.404785
	Iteration 29Q: 3 clusters Score -876773.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -876774.500000 Penalty: 4450.404785
	Iteration 30Q: 3 clusters Score -876774.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -876778.250000 Penalty: 4450.404785
	Iteration 31Q: 3 clusters Score -876778.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -876780.937500 Penalty: 4450.404785
	Iteration 32Q: 3 clusters Score -876780.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -876783.687500 Penalty: 4450.404785
	Iteration 33Q: 3 clusters Score -876783.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -876784.125000 Penalty: 4450.404785
	Iteration 34Q: 3 clusters Score -876784.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -876784.625000 Penalty: 4450.404785
	Iteration 35Q: 3 clusters Score -876784.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -876786.812500 Penalty: 4450.404785
	Iteration 36Q: 3 clusters Score -876786.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -876790.062500 Penalty: 4450.404785
	Iteration 37Q: 3 clusters Score -876790.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -876792.625000 Penalty: 4450.404785
	Iteration 38Q: 3 clusters Score -876792.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -876796.687500 Penalty: 4450.404785
	Iteration 39Q: 3 clusters Score -876796.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -876797.125000 Penalty: 4450.404785
	Iteration 40F: 3 clusters Score -876797.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -876797.812500 Penalty: 4450.404785
	Iteration 41Q: 3 clusters Score -876797.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -876796.000000 Penalty: 4450.404785
	Iteration 42Q: 3 clusters Score -876796 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -876799.312500 Penalty: 4450.404785
	Iteration 43Q: 3 clusters Score -876799.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -876799.312500 Penalty: 4450.404785
	Iteration 44F: 3 clusters Score -876799.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -52325.242188 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -52325.24 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -50763.136719 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -50763.14 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -51070.324219 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -51070.32 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -51144.320312 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -51144.32 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -51173.988281 Penalty: 3218.645508
	Iteration 3Q: 3 clusters Score -51173.99 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -51207.851562 Penalty: 3218.645508
	Iteration 4Q: 3 clusters Score -51207.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -51230.769531 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -51230.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -51258.988281 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -51258.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -51305.816406 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -51305.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -51411.468750 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -51411.47 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -51453.480469 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -51453.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -51652.867188 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -51652.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -51735.441406 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -51735.44 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -51793.039062 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -51793.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -51835.957031 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -51835.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -51869.308594 Penalty: 3218.645508
	Iteration 14Q: 3 clusters Score -51869.31 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -51894.804688 Penalty: 3218.645508
	Iteration 15Q: 3 clusters Score -51894.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -51904.371094 Penalty: 3218.645508
	Iteration 16Q: 3 clusters Score -51904.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -51916.167969 Penalty: 3218.645508
	Iteration 17Q: 3 clusters Score -51916.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -51924.121094 Penalty: 3218.645508
	Iteration 18Q: 3 clusters Score -51924.12 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -51943.433594 Penalty: 3218.645508
	Iteration 19Q: 3 clusters Score -51943.43 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -51962.382812 Penalty: 3218.645508
	Iteration 20F: 3 clusters Score -51962.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -51966.781250 Penalty: 3218.645508
	Iteration 21Q: 3 clusters Score -51966.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -51966.781250 Penalty: 3218.645508
	Iteration 22F: 3 clusters Score -51966.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Entering Unmasked Estep 
Score: -1788636.750000 Penalty: 2403.054932
	Iteration 0F: 2 clusters Score -1788637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1777257.750000 Penalty: 4806.109863
	Iteration 0F: 3 clusters Score -1777258 nChanged 6854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1781057.375000 Penalty: 4806.109863
	Iteration 1F: 3 clusters Score -1781057 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1781661.500000 Penalty: 4806.109863
	Iteration 2F: 3 clusters Score -1781662 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -1782333.250000 Penalty: 4806.109863
	Iteration 3F: 3 clusters Score -1782333 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1783100.875000 Penalty: 4806.109863
	Iteration 4F: 3 clusters Score -1783101 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 4612 members 
Entering Unmasked Estep 
Score: -1783921.750000 Penalty: 4806.109863
	Iteration 5F: 3 clusters Score -1783922 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -1784732.500000 Penalty: 4806.109863
	Iteration 6F: 3 clusters Score -1784732 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1785378.375000 Penalty: 4806.109863
	Iteration 7Q: 3 clusters Score -1785378 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1785902.625000 Penalty: 4806.109863
	Iteration 8Q: 3 clusters Score -1785903 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1786329.875000 Penalty: 4806.109863
	Iteration 9Q: 3 clusters Score -1786330 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1786634.875000 Penalty: 4806.109863
	Iteration 10Q: 3 clusters Score -1786635 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1786832.125000 Penalty: 4806.109863
	Iteration 11Q: 3 clusters Score -1786832 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1786932.500000 Penalty: 4806.109863
	Iteration 12Q: 3 clusters Score -1786932 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1786990.250000 Penalty: 4806.109863
	Iteration 13Q: 3 clusters Score -1786990 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1787032.750000 Penalty: 4806.109863
	Iteration 14Q: 3 clusters Score -1787033 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -1787062.500000 Penalty: 4806.109863
	Iteration 15Q: 3 clusters Score -1787062 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1787087.000000 Penalty: 4806.109863
	Iteration 16Q: 3 clusters Score -1787087 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1787103.250000 Penalty: 4806.109863
	Iteration 17Q: 3 clusters Score -1787103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1787115.875000 Penalty: 4806.109863
	Iteration 18Q: 3 clusters Score -1787116 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1787123.875000 Penalty: 4806.109863
	Iteration 19Q: 3 clusters Score -1787124 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1787130.375000 Penalty: 4806.109863
	Iteration 20F: 3 clusters Score -1787130 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -1787131.250000 Penalty: 4806.109863
	Iteration 21Q: 3 clusters Score -1787131 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14507 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1787134.500000 Penalty: 4806.109863
	Iteration 22Q: 3 clusters Score -1787134 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1787133.750000 Penalty: 4806.109863
	Iteration 23Q: 3 clusters Score -1787134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1787133.250000 Penalty: 4806.109863
	Iteration 24Q: 3 clusters Score -1787133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1787134.250000 Penalty: 4806.109863
	Iteration 25Q: 3 clusters Score -1787134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1787138.250000 Penalty: 4806.109863
	Iteration 26Q: 3 clusters Score -1787138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1787137.250000 Penalty: 4806.109863
	Iteration 27Q: 3 clusters Score -1787137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1787135.750000 Penalty: 4806.109863
	Iteration 28Q: 3 clusters Score -1787136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14522 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1787135.750000 Penalty: 4806.109863
	Iteration 29F: 3 clusters Score -1787136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (170683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170683 members 
Entering Unmasked Estep 
Score: -20136762.000000 Penalty: 2987.795654
	Iteration 0F: 2 clusters Score -2.013676e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85278 members 
Mstep: Class 2 contains 85405 members 
Entering Unmasked Estep 
Score: -20023002.000000 Penalty: 5975.591309
	Iteration 0F: 3 clusters Score -2.0023e+07 nChanged 81848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85014 members 
Mstep: Class 2 contains 85669 members 
Entering Unmasked Estep 
Score: -20070564.000000 Penalty: 5975.591309
	Iteration 1F: 3 clusters Score -2.007056e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85086 members 
Mstep: Class 2 contains 85597 members 
Entering Unmasked Estep 
Score: -20071272.000000 Penalty: 5975.591309
	Iteration 2Q: 3 clusters Score -2.007127e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 85525 members 
Entering Unmasked Estep 
Score: -20071940.000000 Penalty: 5975.591309
	Iteration 3Q: 3 clusters Score -2.007194e+07 nChanged 4039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85255 members 
Mstep: Class 2 contains 85428 members 
Entering Unmasked Estep 
Score: -20072628.000000 Penalty: 5975.591309
	Iteration 4Q: 3 clusters Score -2.007263e+07 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85324 members 
Mstep: Class 2 contains 85359 members 
Entering Unmasked Estep 
Score: -20073286.000000 Penalty: 5975.591309
	Iteration 5Q: 3 clusters Score -2.007329e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85372 members 
Mstep: Class 2 contains 85311 members 
Entering Unmasked Estep 
Score: -20073984.000000 Penalty: 5975.591309
	Iteration 6Q: 3 clusters Score -2.007398e+07 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85438 members 
Mstep: Class 2 contains 85245 members 
Entering Unmasked Estep 
Score: -20075048.000000 Penalty: 5975.591309
	Iteration 7Q: 3 clusters Score -2.007505e+07 nChanged 4847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85493 members 
Mstep: Class 2 contains 85190 members 
Entering Unmasked Estep 
Score: -20076202.000000 Penalty: 5975.591309
	Iteration 8Q: 3 clusters Score -2.00762e+07 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85571 members 
Mstep: Class 2 contains 85112 members 
Entering Unmasked Estep 
Score: -20077878.000000 Penalty: 5975.591309
	Iteration 9Q: 3 clusters Score -2.007788e+07 nChanged 6662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85663 members 
Mstep: Class 2 contains 85020 members 
Entering Unmasked Estep 
Score: -20081122.000000 Penalty: 5975.591309
	Iteration 10Q: 3 clusters Score -2.008112e+07 nChanged 8237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85944 members 
Mstep: Class 2 contains 84739 members 
Entering Unmasked Estep 
Score: -20086334.000000 Penalty: 5975.591309
	Iteration 11Q: 3 clusters Score -2.008633e+07 nChanged 9928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86388 members 
Mstep: Class 2 contains 84295 members 
Entering Unmasked Estep 
Score: -20093818.000000 Penalty: 5975.591309
	Iteration 12F: 3 clusters Score -2.009382e+07 nChanged 10493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86961 members 
Mstep: Class 2 contains 83722 members 
Entering Unmasked Estep 
Score: -20101100.000000 Penalty: 5975.591309
	Iteration 13F: 3 clusters Score -2.01011e+07 nChanged 8622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87559 members 
Mstep: Class 2 contains 83124 members 
Entering Unmasked Estep 
Score: -20104970.000000 Penalty: 5975.591309
	Iteration 14F: 3 clusters Score -2.010497e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87994 members 
Mstep: Class 2 contains 82689 members 
Entering Unmasked Estep 
Score: -20106014.000000 Penalty: 5975.591309
	Iteration 15Q: 3 clusters Score -2.010601e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88464 members 
Mstep: Class 2 contains 82219 members 
Entering Unmasked Estep 
Score: -20106330.000000 Penalty: 5975.591309
	Iteration 16Q: 3 clusters Score -2.010633e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89020 members 
Mstep: Class 2 contains 81663 members 
Entering Unmasked Estep 
Score: -20106574.000000 Penalty: 5975.591309
	Iteration 17Q: 3 clusters Score -2.010657e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89680 members 
Mstep: Class 2 contains 81003 members 
Entering Unmasked Estep 
Score: -20106806.000000 Penalty: 5975.591309
	Iteration 18Q: 3 clusters Score -2.010681e+07 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 80240 members 
Entering Unmasked Estep 
Score: -20106978.000000 Penalty: 5975.591309
	Iteration 19Q: 3 clusters Score -2.010698e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91347 members 
Mstep: Class 2 contains 79336 members 
Entering Unmasked Estep 
Score: -20107176.000000 Penalty: 5975.591309
	Iteration 20F: 3 clusters Score -2.010718e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92336 members 
Mstep: Class 2 contains 78347 members 
Entering Unmasked Estep 
Score: -20107448.000000 Penalty: 5975.591309
	Iteration 21Q: 3 clusters Score -2.010745e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93429 members 
Mstep: Class 2 contains 77254 members 
Entering Unmasked Estep 
Score: -20107750.000000 Penalty: 5975.591309
	Iteration 22Q: 3 clusters Score -2.010775e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94607 members 
Mstep: Class 2 contains 76076 members 
Entering Unmasked Estep 
Score: -20108056.000000 Penalty: 5975.591309
	Iteration 23Q: 3 clusters Score -2.010806e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95832 members 
Mstep: Class 2 contains 74851 members 
Entering Unmasked Estep 
Score: -20108330.000000 Penalty: 5975.591309
	Iteration 24Q: 3 clusters Score -2.010833e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97275 members 
Mstep: Class 2 contains 73408 members 
Entering Unmasked Estep 
Score: -20108742.000000 Penalty: 5975.591309
	Iteration 25Q: 3 clusters Score -2.010874e+07 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98815 members 
Mstep: Class 2 contains 71868 members 
Entering Unmasked Estep 
Score: -20109128.000000 Penalty: 5975.591309
	Iteration 26Q: 3 clusters Score -2.010913e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100512 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -20109506.000000 Penalty: 5975.591309
	Iteration 27Q: 3 clusters Score -2.010951e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102336 members 
Mstep: Class 2 contains 68347 members 
Entering Unmasked Estep 
Score: -20109928.000000 Penalty: 5975.591309
	Iteration 28Q: 3 clusters Score -2.010993e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104299 members 
Mstep: Class 2 contains 66384 members 
Entering Unmasked Estep 
Score: -20110520.000000 Penalty: 5975.591309
	Iteration 29Q: 3 clusters Score -2.011052e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106372 members 
Mstep: Class 2 contains 64311 members 
Entering Unmasked Estep 
Score: -20111198.000000 Penalty: 5975.591309
	Iteration 30Q: 3 clusters Score -2.01112e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108508 members 
Mstep: Class 2 contains 62175 members 
Entering Unmasked Estep 
Score: -20111972.000000 Penalty: 5975.591309
	Iteration 31Q: 3 clusters Score -2.011197e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110747 members 
Mstep: Class 2 contains 59936 members 
Entering Unmasked Estep 
Score: -20112710.000000 Penalty: 5975.591309
	Iteration 32Q: 3 clusters Score -2.011271e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113104 members 
Mstep: Class 2 contains 57579 members 
Entering Unmasked Estep 
Score: -20113544.000000 Penalty: 5975.591309
	Iteration 33Q: 3 clusters Score -2.011354e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115608 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -20114346.000000 Penalty: 5975.591309
	Iteration 34Q: 3 clusters Score -2.011435e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118113 members 
Mstep: Class 2 contains 52570 members 
Entering Unmasked Estep 
Score: -20115044.000000 Penalty: 5975.591309
	Iteration 35Q: 3 clusters Score -2.011504e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120738 members 
Mstep: Class 2 contains 49945 members 
Entering Unmasked Estep 
Score: -20116002.000000 Penalty: 5975.591309
	Iteration 36Q: 3 clusters Score -2.0116e+07 nChanged 2819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123467 members 
Mstep: Class 2 contains 47216 members 
Entering Unmasked Estep 
Score: -20116812.000000 Penalty: 5975.591309
	Iteration 37Q: 3 clusters Score -2.011681e+07 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126222 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -20117666.000000 Penalty: 5975.591309
	Iteration 38Q: 3 clusters Score -2.011767e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128966 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -20118568.000000 Penalty: 5975.591309
	Iteration 39Q: 3 clusters Score -2.011857e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131713 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -20119646.000000 Penalty: 5975.591309
	Iteration 40F: 3 clusters Score -2.011965e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134549 members 
Mstep: Class 2 contains 36134 members 
Entering Unmasked Estep 
Score: -20120658.000000 Penalty: 5975.591309
	Iteration 41Q: 3 clusters Score -2.012066e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137465 members 
Mstep: Class 2 contains 33218 members 
Entering Unmasked Estep 
Score: -20121728.000000 Penalty: 5975.591309
	Iteration 42Q: 3 clusters Score -2.012173e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140295 members 
Mstep: Class 2 contains 30388 members 
Entering Unmasked Estep 
Score: -20122948.000000 Penalty: 5975.591309
	Iteration 43Q: 3 clusters Score -2.012295e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143070 members 
Mstep: Class 2 contains 27613 members 
Entering Unmasked Estep 
Score: -20124064.000000 Penalty: 5975.591309
	Iteration 44Q: 3 clusters Score -2.012406e+07 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145848 members 
Mstep: Class 2 contains 24835 members 
Entering Unmasked Estep 
Score: -20125170.000000 Penalty: 5975.591309
	Iteration 45Q: 3 clusters Score -2.012517e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148427 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -20126284.000000 Penalty: 5975.591309
	Iteration 46Q: 3 clusters Score -2.012628e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150944 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -20127548.000000 Penalty: 5975.591309
	Iteration 47Q: 3 clusters Score -2.012755e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153310 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -20128658.000000 Penalty: 5975.591309
	Iteration 48Q: 3 clusters Score -2.012866e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155404 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -20129704.000000 Penalty: 5975.591309
	Iteration 49Q: 3 clusters Score -2.01297e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157295 members 
Mstep: Class 2 contains 13388 members 
Entering Unmasked Estep 
Score: -20130500.000000 Penalty: 5975.591309
	Iteration 50Q: 3 clusters Score -2.01305e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159022 members 
Mstep: Class 2 contains 11661 members 
Entering Unmasked Estep 
Score: -20131324.000000 Penalty: 5975.591309
	Iteration 51Q: 3 clusters Score -2.013132e+07 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160466 members 
Mstep: Class 2 contains 10217 members 
Entering Unmasked Estep 
Score: -20132026.000000 Penalty: 5975.591309
	Iteration 52Q: 3 clusters Score -2.013203e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161661 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -20132510.000000 Penalty: 5975.591309
	Iteration 53Q: 3 clusters Score -2.013251e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162659 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -20132938.000000 Penalty: 5975.591309
	Iteration 54Q: 3 clusters Score -2.013294e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163472 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -20133198.000000 Penalty: 5975.591309
	Iteration 55Q: 3 clusters Score -2.01332e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164172 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -20133396.000000 Penalty: 5975.591309
	Iteration 56Q: 3 clusters Score -2.01334e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164785 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -20133610.000000 Penalty: 5975.591309
	Iteration 57Q: 3 clusters Score -2.013361e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165305 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -20133708.000000 Penalty: 5975.591309
	Iteration 58Q: 3 clusters Score -2.013371e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165746 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -20133878.000000 Penalty: 5975.591309
	Iteration 59Q: 3 clusters Score -2.013388e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166102 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -20133968.000000 Penalty: 5975.591309
	Iteration 60F: 3 clusters Score -2.013397e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166438 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -20134114.000000 Penalty: 5975.591309
	Iteration 61Q: 3 clusters Score -2.013411e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166751 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -20134144.000000 Penalty: 5975.591309
	Iteration 62Q: 3 clusters Score -2.013414e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167009 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -20134212.000000 Penalty: 5975.591309
	Iteration 63Q: 3 clusters Score -2.013421e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167227 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -20134274.000000 Penalty: 5975.591309
	Iteration 64Q: 3 clusters Score -2.013427e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167410 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -20134310.000000 Penalty: 5975.591309
	Iteration 65Q: 3 clusters Score -2.013431e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167579 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -20134370.000000 Penalty: 5975.591309
	Iteration 66Q: 3 clusters Score -2.013437e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167733 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -20134362.000000 Penalty: 5975.591309
	Iteration 67Q: 3 clusters Score -2.013436e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167848 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -20134362.000000 Penalty: 5975.591309
	Iteration 68Q: 3 clusters Score -2.013436e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167934 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -20134358.000000 Penalty: 5975.591309
	Iteration 69Q: 3 clusters Score -2.013436e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168006 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -20134406.000000 Penalty: 5975.591309
	Iteration 70Q: 3 clusters Score -2.013441e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168068 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -20134408.000000 Penalty: 5975.591309
	Iteration 71Q: 3 clusters Score -2.013441e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168132 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -20134430.000000 Penalty: 5975.591309
	Iteration 72Q: 3 clusters Score -2.013443e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168185 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -20134426.000000 Penalty: 5975.591309
	Iteration 73Q: 3 clusters Score -2.013443e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168234 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -20134418.000000 Penalty: 5975.591309
	Iteration 74Q: 3 clusters Score -2.013442e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168274 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -20134416.000000 Penalty: 5975.591309
	Iteration 75Q: 3 clusters Score -2.013442e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168307 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -20134438.000000 Penalty: 5975.591309
	Iteration 76Q: 3 clusters Score -2.013444e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168349 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -20134446.000000 Penalty: 5975.591309
	Iteration 77Q: 3 clusters Score -2.013445e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168398 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -20134442.000000 Penalty: 5975.591309
	Iteration 78Q: 3 clusters Score -2.013444e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168440 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -20134458.000000 Penalty: 5975.591309
	Iteration 79Q: 3 clusters Score -2.013446e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168480 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -20134448.000000 Penalty: 5975.591309
	Iteration 80F: 3 clusters Score -2.013445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168509 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -20134472.000000 Penalty: 5975.591309
	Iteration 81Q: 3 clusters Score -2.013447e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168537 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -20134454.000000 Penalty: 5975.591309
	Iteration 82Q: 3 clusters Score -2.013445e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168560 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -20134438.000000 Penalty: 5975.591309
	Iteration 83Q: 3 clusters Score -2.013444e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168581 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -20134454.000000 Penalty: 5975.591309
	Iteration 84Q: 3 clusters Score -2.013445e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168601 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -20134452.000000 Penalty: 5975.591309
	Iteration 85Q: 3 clusters Score -2.013445e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168619 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20134458.000000 Penalty: 5975.591309
	Iteration 86Q: 3 clusters Score -2.013446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168630 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -20134450.000000 Penalty: 5975.591309
	Iteration 87Q: 3 clusters Score -2.013445e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168638 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -20134450.000000 Penalty: 5975.591309
	Iteration 88Q: 3 clusters Score -2.013445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168649 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -20134454.000000 Penalty: 5975.591309
	Iteration 89Q: 3 clusters Score -2.013445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168662 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -20134450.000000 Penalty: 5975.591309
	Iteration 90Q: 3 clusters Score -2.013445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168677 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -20134450.000000 Penalty: 5975.591309
	Iteration 91Q: 3 clusters Score -2.013445e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168691 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -20134460.000000 Penalty: 5975.591309
	Iteration 92Q: 3 clusters Score -2.013446e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168699 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -20134452.000000 Penalty: 5975.591309
	Iteration 93Q: 3 clusters Score -2.013445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168704 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -20134480.000000 Penalty: 5975.591309
	Iteration 94Q: 3 clusters Score -2.013448e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168708 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -20134462.000000 Penalty: 5975.591309
	Iteration 95Q: 3 clusters Score -2.013446e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168713 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -20134470.000000 Penalty: 5975.591309
	Iteration 96Q: 3 clusters Score -2.013447e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168718 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -20134470.000000 Penalty: 5975.591309
	Iteration 97Q: 3 clusters Score -2.013447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168721 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -20134472.000000 Penalty: 5975.591309
	Iteration 98Q: 3 clusters Score -2.013447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168724 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -20134468.000000 Penalty: 5975.591309
	Iteration 99Q: 3 clusters Score -2.013447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168726 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -20134472.000000 Penalty: 5975.591309
	Iteration 100F: 3 clusters Score -2.013447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168728 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -20134486.000000 Penalty: 5975.591309
	Iteration 101Q: 3 clusters Score -2.013449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168730 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -20134474.000000 Penalty: 5975.591309
	Iteration 102Q: 3 clusters Score -2.013447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168731 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -20134474.000000 Penalty: 5975.591309
	Iteration 103Q: 3 clusters Score -2.013447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168732 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -20134486.000000 Penalty: 5975.591309
	Iteration 104Q: 3 clusters Score -2.013449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168734 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -20134486.000000 Penalty: 5975.591309
	Iteration 105Q: 3 clusters Score -2.013449e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168735 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -20134488.000000 Penalty: 5975.591309
	Iteration 106Q: 3 clusters Score -2.013449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168735 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -20134488.000000 Penalty: 5975.591309
	Iteration 107F: 3 clusters Score -2.013449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (155728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155728 members 
Entering Unmasked Estep 
Score: -18313440.000000 Penalty: 2965.054688
	Iteration 0F: 2 clusters Score -1.831344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77877 members 
Mstep: Class 2 contains 77851 members 
Entering Unmasked Estep 
Score: -18208986.000000 Penalty: 5930.109375
	Iteration 0F: 3 clusters Score -1.820899e+07 nChanged 74730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79085 members 
Mstep: Class 2 contains 76643 members 
Entering Unmasked Estep 
Score: -18252328.000000 Penalty: 5930.109375
	Iteration 1F: 3 clusters Score -1.825233e+07 nChanged 4443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79936 members 
Mstep: Class 2 contains 75792 members 
Entering Unmasked Estep 
Score: -18253128.000000 Penalty: 5930.109375
	Iteration 2Q: 3 clusters Score -1.825313e+07 nChanged 4531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81187 members 
Mstep: Class 2 contains 74541 members 
Entering Unmasked Estep 
Score: -18254008.000000 Penalty: 5930.109375
	Iteration 3Q: 3 clusters Score -1.825401e+07 nChanged 4602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82955 members 
Mstep: Class 2 contains 72773 members 
Entering Unmasked Estep 
Score: -18255096.000000 Penalty: 5930.109375
	Iteration 4Q: 3 clusters Score -1.82551e+07 nChanged 5165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 70174 members 
Entering Unmasked Estep 
Score: -18256602.000000 Penalty: 5930.109375
	Iteration 5Q: 3 clusters Score -1.82566e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89346 members 
Mstep: Class 2 contains 66382 members 
Entering Unmasked Estep 
Score: -18258804.000000 Penalty: 5930.109375
	Iteration 6Q: 3 clusters Score -1.82588e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94748 members 
Mstep: Class 2 contains 60980 members 
Entering Unmasked Estep 
Score: -18262106.000000 Penalty: 5930.109375
	Iteration 7Q: 3 clusters Score -1.826211e+07 nChanged 8715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101933 members 
Mstep: Class 2 contains 53795 members 
Entering Unmasked Estep 
Score: -18267188.000000 Penalty: 5930.109375
	Iteration 8F: 3 clusters Score -1.826719e+07 nChanged 9997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110536 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -18274482.000000 Penalty: 5930.109375
	Iteration 9F: 3 clusters Score -1.827448e+07 nChanged 10231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119385 members 
Mstep: Class 2 contains 36343 members 
Entering Unmasked Estep 
Score: -18282864.000000 Penalty: 5930.109375
	Iteration 10F: 3 clusters Score -1.828286e+07 nChanged 9054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127051 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -18290508.000000 Penalty: 5930.109375
	Iteration 11F: 3 clusters Score -1.829051e+07 nChanged 6822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132633 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -18295608.000000 Penalty: 5930.109375
	Iteration 12Q: 3 clusters Score -1.829561e+07 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136533 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -18299274.000000 Penalty: 5930.109375
	Iteration 13Q: 3 clusters Score -1.829927e+07 nChanged 3364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139487 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -18301642.000000 Penalty: 5930.109375
	Iteration 14Q: 3 clusters Score -1.830164e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141867 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -18303588.000000 Penalty: 5930.109375
	Iteration 15Q: 3 clusters Score -1.830359e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143797 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -18304998.000000 Penalty: 5930.109375
	Iteration 16Q: 3 clusters Score -1.8305e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145356 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -18306472.000000 Penalty: 5930.109375
	Iteration 17Q: 3 clusters Score -1.830647e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146598 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -18307682.000000 Penalty: 5930.109375
	Iteration 18Q: 3 clusters Score -1.830768e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147563 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -18308616.000000 Penalty: 5930.109375
	Iteration 19Q: 3 clusters Score -1.830862e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148223 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -18309292.000000 Penalty: 5930.109375
	Iteration 20F: 3 clusters Score -1.830929e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148673 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -18309716.000000 Penalty: 5930.109375
	Iteration 21Q: 3 clusters Score -1.830972e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149024 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -18310116.000000 Penalty: 5930.109375
	Iteration 22Q: 3 clusters Score -1.831012e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149288 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -18310356.000000 Penalty: 5930.109375
	Iteration 23Q: 3 clusters Score -1.831036e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149471 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -18310556.000000 Penalty: 5930.109375
	Iteration 24Q: 3 clusters Score -1.831056e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149621 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -18310668.000000 Penalty: 5930.109375
	Iteration 25Q: 3 clusters Score -1.831067e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149756 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -18310752.000000 Penalty: 5930.109375
	Iteration 26Q: 3 clusters Score -1.831075e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149849 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -18310826.000000 Penalty: 5930.109375
	Iteration 27Q: 3 clusters Score -1.831083e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149920 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -18310878.000000 Penalty: 5930.109375
	Iteration 28Q: 3 clusters Score -1.831088e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149976 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -18310924.000000 Penalty: 5930.109375
	Iteration 29Q: 3 clusters Score -1.831092e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150043 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -18310936.000000 Penalty: 5930.109375
	Iteration 30Q: 3 clusters Score -1.831094e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150091 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -18310976.000000 Penalty: 5930.109375
	Iteration 31Q: 3 clusters Score -1.831098e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150135 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -18310988.000000 Penalty: 5930.109375
	Iteration 32Q: 3 clusters Score -1.831099e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150183 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -18311042.000000 Penalty: 5930.109375
	Iteration 33Q: 3 clusters Score -1.831104e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150226 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -18311072.000000 Penalty: 5930.109375
	Iteration 34Q: 3 clusters Score -1.831107e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150262 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -18311098.000000 Penalty: 5930.109375
	Iteration 35Q: 3 clusters Score -1.83111e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150313 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -18311082.000000 Penalty: 5930.109375
	Iteration 36Q: 3 clusters Score -1.831108e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150363 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -18311092.000000 Penalty: 5930.109375
	Iteration 37Q: 3 clusters Score -1.831109e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150401 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -18311086.000000 Penalty: 5930.109375
	Iteration 38Q: 3 clusters Score -1.831109e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150433 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -18311108.000000 Penalty: 5930.109375
	Iteration 39Q: 3 clusters Score -1.831111e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150463 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -18311128.000000 Penalty: 5930.109375
	Iteration 40F: 3 clusters Score -1.831113e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150482 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -18311150.000000 Penalty: 5930.109375
	Iteration 41Q: 3 clusters Score -1.831115e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150517 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -18311176.000000 Penalty: 5930.109375
	Iteration 42Q: 3 clusters Score -1.831118e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -18311144.000000 Penalty: 5930.109375
	Iteration 43Q: 3 clusters Score -1.831114e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150578 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -18311128.000000 Penalty: 5930.109375
	Iteration 44Q: 3 clusters Score -1.831113e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150607 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -18311136.000000 Penalty: 5930.109375
	Iteration 45Q: 3 clusters Score -1.831114e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150637 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -18311154.000000 Penalty: 5930.109375
	Iteration 46Q: 3 clusters Score -1.831115e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150670 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -18311156.000000 Penalty: 5930.109375
	Iteration 47Q: 3 clusters Score -1.831116e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -18311178.000000 Penalty: 5930.109375
	Iteration 48Q: 3 clusters Score -1.831118e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150724 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -18311174.000000 Penalty: 5930.109375
	Iteration 49Q: 3 clusters Score -1.831117e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150761 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -18311168.000000 Penalty: 5930.109375
	Iteration 50Q: 3 clusters Score -1.831117e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150796 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -18311186.000000 Penalty: 5930.109375
	Iteration 51Q: 3 clusters Score -1.831119e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150821 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -18311164.000000 Penalty: 5930.109375
	Iteration 52Q: 3 clusters Score -1.831116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150828 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -18311180.000000 Penalty: 5930.109375
	Iteration 53Q: 3 clusters Score -1.831118e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150837 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -18311174.000000 Penalty: 5930.109375
	Iteration 54Q: 3 clusters Score -1.831117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150843 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -18311176.000000 Penalty: 5930.109375
	Iteration 55Q: 3 clusters Score -1.831118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150851 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -18311162.000000 Penalty: 5930.109375
	Iteration 56Q: 3 clusters Score -1.831116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150862 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -18311156.000000 Penalty: 5930.109375
	Iteration 57Q: 3 clusters Score -1.831116e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150876 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -18311160.000000 Penalty: 5930.109375
	Iteration 58Q: 3 clusters Score -1.831116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150883 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -18311166.000000 Penalty: 5930.109375
	Iteration 59Q: 3 clusters Score -1.831117e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150890 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -18311182.000000 Penalty: 5930.109375
	Iteration 60F: 3 clusters Score -1.831118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150896 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -18311194.000000 Penalty: 5930.109375
	Iteration 61Q: 3 clusters Score -1.831119e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150902 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -18311184.000000 Penalty: 5930.109375
	Iteration 62Q: 3 clusters Score -1.831118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -18311210.000000 Penalty: 5930.109375
	Iteration 63Q: 3 clusters Score -1.831121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150913 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -18311190.000000 Penalty: 5930.109375
	Iteration 64Q: 3 clusters Score -1.831119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150916 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -18311200.000000 Penalty: 5930.109375
	Iteration 65Q: 3 clusters Score -1.83112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150919 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -18311200.000000 Penalty: 5930.109375
	Iteration 66Q: 3 clusters Score -1.83112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150923 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -18311196.000000 Penalty: 5930.109375
	Iteration 67Q: 3 clusters Score -1.83112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150927 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -18311202.000000 Penalty: 5930.109375
	Iteration 68Q: 3 clusters Score -1.83112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150929 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -18311210.000000 Penalty: 5930.109375
	Iteration 69Q: 3 clusters Score -1.831121e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150931 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -18311206.000000 Penalty: 5930.109375
	Iteration 70Q: 3 clusters Score -1.831121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150931 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -18311206.000000 Penalty: 5930.109375
	Iteration 71F: 3 clusters Score -1.831121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Entering Unmasked Estep 
Score: -2949130.500000 Penalty: 2511.999023
	Iteration 0F: 2 clusters Score -2949130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -2931730.500000 Penalty: 5023.998047
	Iteration 0F: 3 clusters Score -2931730 nChanged 11123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2937632.250000 Penalty: 5023.998047
	Iteration 1F: 3 clusters Score -2937632 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11765 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -2938058.500000 Penalty: 5023.998047
	Iteration 2Q: 3 clusters Score -2938058 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2938443.250000 Penalty: 5023.998047
	Iteration 3Q: 3 clusters Score -2938443 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -2938857.000000 Penalty: 5023.998047
	Iteration 4Q: 3 clusters Score -2938857 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2939351.500000 Penalty: 5023.998047
	Iteration 5Q: 3 clusters Score -2939352 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -2939973.000000 Penalty: 5023.998047
	Iteration 6Q: 3 clusters Score -2939973 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2940753.500000 Penalty: 5023.998047
	Iteration 7F: 3 clusters Score -2940754 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 17897 members 
Entering Unmasked Estep 
Score: -2941854.500000 Penalty: 5023.998047
	Iteration 8F: 3 clusters Score -2941854 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -2943205.000000 Penalty: 5023.998047
	Iteration 9F: 3 clusters Score -2943205 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -2944609.500000 Penalty: 5023.998047
	Iteration 10F: 3 clusters Score -2944610 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 20640 members 
Entering Unmasked Estep 
Score: -2945857.250000 Penalty: 5023.998047
	Iteration 11Q: 3 clusters Score -2945857 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 20837 members 
Entering Unmasked Estep 
Score: -2946588.500000 Penalty: 5023.998047
	Iteration 12Q: 3 clusters Score -2946588 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -2946845.750000 Penalty: 5023.998047
	Iteration 13Q: 3 clusters Score -2946846 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2946966.000000 Penalty: 5023.998047
	Iteration 14Q: 3 clusters Score -2946966 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 20882 members 
Entering Unmasked Estep 
Score: -2947036.750000 Penalty: 5023.998047
	Iteration 15Q: 3 clusters Score -2947037 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2947075.500000 Penalty: 5023.998047
	Iteration 16Q: 3 clusters Score -2947076 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2947113.500000 Penalty: 5023.998047
	Iteration 17Q: 3 clusters Score -2947114 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2947141.750000 Penalty: 5023.998047
	Iteration 18Q: 3 clusters Score -2947142 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2947142.250000 Penalty: 5023.998047
	Iteration 19Q: 3 clusters Score -2947142 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -2947151.500000 Penalty: 5023.998047
	Iteration 20F: 3 clusters Score -2947152 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2947156.500000 Penalty: 5023.998047
	Iteration 21Q: 3 clusters Score -2947156 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2947160.500000 Penalty: 5023.998047
	Iteration 22Q: 3 clusters Score -2947160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2947161.250000 Penalty: 5023.998047
	Iteration 23Q: 3 clusters Score -2947161 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
Score: -2947164.500000 Penalty: 5023.998047
	Iteration 24Q: 3 clusters Score -2947164 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2947168.000000 Penalty: 5023.998047
	Iteration 25Q: 3 clusters Score -2947168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2947168.250000 Penalty: 5023.998047
	Iteration 26Q: 3 clusters Score -2947168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -2947172.250000 Penalty: 5023.998047
	Iteration 27Q: 3 clusters Score -2947172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 20859 members 
Entering Unmasked Estep 
Score: -2947172.500000 Penalty: 5023.998047
	Iteration 28Q: 3 clusters Score -2947172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -2947176.750000 Penalty: 5023.998047
	Iteration 29Q: 3 clusters Score -2947177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2947176.500000 Penalty: 5023.998047
	Iteration 30Q: 3 clusters Score -2947176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2947183.000000 Penalty: 5023.998047
	Iteration 31Q: 3 clusters Score -2947183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 20835 members 
Entering Unmasked Estep 
Score: -2947183.500000 Penalty: 5023.998047
	Iteration 32Q: 3 clusters Score -2947184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2947182.500000 Penalty: 5023.998047
	Iteration 33Q: 3 clusters Score -2947182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -2947181.750000 Penalty: 5023.998047
	Iteration 34Q: 3 clusters Score -2947182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -2947182.500000 Penalty: 5023.998047
	Iteration 35Q: 3 clusters Score -2947182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -2947183.000000 Penalty: 5023.998047
	Iteration 36Q: 3 clusters Score -2947183 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2947180.500000 Penalty: 5023.998047
	Iteration 37Q: 3 clusters Score -2947180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2947179.750000 Penalty: 5023.998047
	Iteration 38Q: 3 clusters Score -2947180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2947176.750000 Penalty: 5023.998047
	Iteration 39Q: 3 clusters Score -2947177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2947178.000000 Penalty: 5023.998047
	Iteration 40F: 3 clusters Score -2947178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Entering Unmasked Estep 
Score: -402089.718750 Penalty: 2027.046753
	Iteration 0F: 2 clusters Score -402089.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -398449.031250 Penalty: 4054.093506
	Iteration 0F: 3 clusters Score -398449 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -399224.687500 Penalty: 4054.093506
	Iteration 1F: 3 clusters Score -399224.7 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -399361.968750 Penalty: 4054.093506
	Iteration 2F: 3 clusters Score -399362 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -399443.718750 Penalty: 4054.093506
	Iteration 3Q: 3 clusters Score -399443.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -399503.250000 Penalty: 4054.093506
	Iteration 4Q: 3 clusters Score -399503.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -399543.687500 Penalty: 4054.093506
	Iteration 5Q: 3 clusters Score -399543.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -399572.531250 Penalty: 4054.093506
	Iteration 6Q: 3 clusters Score -399572.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -399601.000000 Penalty: 4054.093506
	Iteration 7Q: 3 clusters Score -399601 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -399622.593750 Penalty: 4054.093506
	Iteration 8Q: 3 clusters Score -399622.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -399648.468750 Penalty: 4054.093506
	Iteration 9Q: 3 clusters Score -399648.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -399672.218750 Penalty: 4054.093506
	Iteration 10Q: 3 clusters Score -399672.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -399684.906250 Penalty: 4054.093506
	Iteration 11Q: 3 clusters Score -399684.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -399696.375000 Penalty: 4054.093506
	Iteration 12Q: 3 clusters Score -399696.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -399706.843750 Penalty: 4054.093506
	Iteration 13Q: 3 clusters Score -399706.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -399715.031250 Penalty: 4054.093506
	Iteration 14Q: 3 clusters Score -399715 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -399725.062500 Penalty: 4054.093506
	Iteration 15Q: 3 clusters Score -399725.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -399739.531250 Penalty: 4054.093506
	Iteration 16Q: 3 clusters Score -399739.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -399751.062500 Penalty: 4054.093506
	Iteration 17Q: 3 clusters Score -399751.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -399758.156250 Penalty: 4054.093506
	Iteration 18Q: 3 clusters Score -399758.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -399763.906250 Penalty: 4054.093506
	Iteration 19Q: 3 clusters Score -399763.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -399771.375000 Penalty: 4054.093506
	Iteration 20F: 3 clusters Score -399771.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -399777.500000 Penalty: 4054.093506
	Iteration 21Q: 3 clusters Score -399777.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -399785.093750 Penalty: 4054.093506
	Iteration 22Q: 3 clusters Score -399785.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -399790.937500 Penalty: 4054.093506
	Iteration 23Q: 3 clusters Score -399790.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -399801.187500 Penalty: 4054.093506
	Iteration 24Q: 3 clusters Score -399801.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -399811.906250 Penalty: 4054.093506
	Iteration 25Q: 3 clusters Score -399811.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -399822.937500 Penalty: 4054.093506
	Iteration 26Q: 3 clusters Score -399822.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -399832.468750 Penalty: 4054.093506
	Iteration 27Q: 3 clusters Score -399832.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -399841.437500 Penalty: 4054.093506
	Iteration 28Q: 3 clusters Score -399841.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -399850.343750 Penalty: 4054.093506
	Iteration 29Q: 3 clusters Score -399850.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -399855.875000 Penalty: 4054.093506
	Iteration 30Q: 3 clusters Score -399855.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -399859.500000 Penalty: 4054.093506
	Iteration 31Q: 3 clusters Score -399859.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -399861.906250 Penalty: 4054.093506
	Iteration 32Q: 3 clusters Score -399861.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -399863.906250 Penalty: 4054.093506
	Iteration 33Q: 3 clusters Score -399863.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -399865.468750 Penalty: 4054.093506
	Iteration 34Q: 3 clusters Score -399865.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -399866.281250 Penalty: 4054.093506
	Iteration 35Q: 3 clusters Score -399866.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -399868.093750 Penalty: 4054.093506
	Iteration 36Q: 3 clusters Score -399868.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -399870.250000 Penalty: 4054.093506
	Iteration 37Q: 3 clusters Score -399870.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -399872.312500 Penalty: 4054.093506
	Iteration 38Q: 3 clusters Score -399872.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -399874.625000 Penalty: 4054.093506
	Iteration 39Q: 3 clusters Score -399874.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -399876.875000 Penalty: 4054.093506
	Iteration 40F: 3 clusters Score -399876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -399880.250000 Penalty: 4054.093506
	Iteration 41Q: 3 clusters Score -399880.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -399885.500000 Penalty: 4054.093506
	Iteration 42Q: 3 clusters Score -399885.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -399890.812500 Penalty: 4054.093506
	Iteration 43Q: 3 clusters Score -399890.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -399895.375000 Penalty: 4054.093506
	Iteration 44Q: 3 clusters Score -399895.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -399899.437500 Penalty: 4054.093506
	Iteration 45Q: 3 clusters Score -399899.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -399901.656250 Penalty: 4054.093506
	Iteration 46Q: 3 clusters Score -399901.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -399903.968750 Penalty: 4054.093506
	Iteration 47Q: 3 clusters Score -399904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -399906.312500 Penalty: 4054.093506
	Iteration 48Q: 3 clusters Score -399906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -399908.187500 Penalty: 4054.093506
	Iteration 49Q: 3 clusters Score -399908.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -399909.062500 Penalty: 4054.093506
	Iteration 50Q: 3 clusters Score -399909.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -399910.093750 Penalty: 4054.093506
	Iteration 51Q: 3 clusters Score -399910.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -399911.562500 Penalty: 4054.093506
	Iteration 52Q: 3 clusters Score -399911.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -399911.593750 Penalty: 4054.093506
	Iteration 53Q: 3 clusters Score -399911.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -399911.937500 Penalty: 4054.093506
	Iteration 54Q: 3 clusters Score -399911.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -399913.937500 Penalty: 4054.093506
	Iteration 55Q: 3 clusters Score -399913.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -399915.375000 Penalty: 4054.093506
	Iteration 56Q: 3 clusters Score -399915.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -399918.562500 Penalty: 4054.093506
	Iteration 57Q: 3 clusters Score -399918.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -399920.812500 Penalty: 4054.093506
	Iteration 58Q: 3 clusters Score -399920.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -399923.656250 Penalty: 4054.093506
	Iteration 59Q: 3 clusters Score -399923.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -399923.937500 Penalty: 4054.093506
	Iteration 60F: 3 clusters Score -399923.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -399926.343750 Penalty: 4054.093506
	Iteration 61Q: 3 clusters Score -399926.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -399928.687500 Penalty: 4054.093506
	Iteration 62Q: 3 clusters Score -399928.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -399932.718750 Penalty: 4054.093506
	Iteration 63Q: 3 clusters Score -399932.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -399935.781250 Penalty: 4054.093506
	Iteration 64Q: 3 clusters Score -399935.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -399942.468750 Penalty: 4054.093506
	Iteration 65Q: 3 clusters Score -399942.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -399945.156250 Penalty: 4054.093506
	Iteration 66Q: 3 clusters Score -399945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -399947.093750 Penalty: 4054.093506
	Iteration 67Q: 3 clusters Score -399947.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -399947.093750 Penalty: 4054.093506
	Iteration 68F: 3 clusters Score -399947.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -269935.343750 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -269935.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -266957.250000 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -266957.2 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -267541.500000 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -267541.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -267681.656250 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -267681.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -267768.437500 Penalty: 3895.195312
	Iteration 3Q: 3 clusters Score -267768.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -267830.718750 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -267830.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -267876.250000 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -267876.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -267917.875000 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -267917.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -267960.406250 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -267960.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -267999.250000 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -267999.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -268031.187500 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -268031.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -268065.687500 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -268065.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -268085.781250 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -268085.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -268097.375000 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -268097.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -268106.281250 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -268106.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -268116.000000 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -268116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -268122.843750 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -268122.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -268130.843750 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -268130.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -268137.250000 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -268137.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -268144.156250 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -268144.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -268154.750000 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -268154.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -268167.750000 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -268167.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -268181.406250 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -268181.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -268193.062500 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -268193.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -268201.687500 Penalty: 3895.195312
	Iteration 23Q: 3 clusters Score -268201.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -268209.562500 Penalty: 3895.195312
	Iteration 24Q: 3 clusters Score -268209.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -268217.125000 Penalty: 3895.195312
	Iteration 25Q: 3 clusters Score -268217.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -268222.593750 Penalty: 3895.195312
	Iteration 26Q: 3 clusters Score -268222.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -268227.843750 Penalty: 3895.195312
	Iteration 27Q: 3 clusters Score -268227.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -268230.218750 Penalty: 3895.195312
	Iteration 28Q: 3 clusters Score -268230.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -268237.062500 Penalty: 3895.195312
	Iteration 29Q: 3 clusters Score -268237.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -268240.125000 Penalty: 3895.195312
	Iteration 30Q: 3 clusters Score -268240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -268244.343750 Penalty: 3895.195312
	Iteration 31Q: 3 clusters Score -268244.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -268248.500000 Penalty: 3895.195312
	Iteration 32Q: 3 clusters Score -268248.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -268253.531250 Penalty: 3895.195312
	Iteration 33Q: 3 clusters Score -268253.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -268260.312500 Penalty: 3895.195312
	Iteration 34Q: 3 clusters Score -268260.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -268266.968750 Penalty: 3895.195312
	Iteration 35Q: 3 clusters Score -268267 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -268273.625000 Penalty: 3895.195312
	Iteration 36Q: 3 clusters Score -268273.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -268278.312500 Penalty: 3895.195312
	Iteration 37Q: 3 clusters Score -268278.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -268279.468750 Penalty: 3895.195312
	Iteration 38Q: 3 clusters Score -268279.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -268280.156250 Penalty: 3895.195312
	Iteration 39Q: 3 clusters Score -268280.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -268281.343750 Penalty: 3895.195312
	Iteration 40F: 3 clusters Score -268281.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -268283.156250 Penalty: 3895.195312
	Iteration 41Q: 3 clusters Score -268283.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -268283.156250 Penalty: 3895.195312
	Iteration 42F: 3 clusters Score -268283.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9076 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Entering Unmasked Estep 
Score: -903727.062500 Penalty: 2260.120361
	Iteration 0F: 2 clusters Score -903727.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -896625.750000 Penalty: 4520.240723
	Iteration 0F: 3 clusters Score -896625.8 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -898603.437500 Penalty: 4520.240723
	Iteration 1F: 3 clusters Score -898603.4 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -899036.750000 Penalty: 4520.240723
	Iteration 2F: 3 clusters Score -899036.8 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -899476.062500 Penalty: 4520.240723
	Iteration 3F: 3 clusters Score -899476.1 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -900006.937500 Penalty: 4520.240723
	Iteration 4F: 3 clusters Score -900006.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -900540.312500 Penalty: 4520.240723
	Iteration 5F: 3 clusters Score -900540.3 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -901012.500000 Penalty: 4520.240723
	Iteration 6F: 3 clusters Score -901012.5 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6001 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -901349.125000 Penalty: 4520.240723
	Iteration 7F: 3 clusters Score -901349.1 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -901575.625000 Penalty: 4520.240723
	Iteration 8Q: 3 clusters Score -901575.6 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -901726.750000 Penalty: 4520.240723
	Iteration 9Q: 3 clusters Score -901726.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -901856.000000 Penalty: 4520.240723
	Iteration 10Q: 3 clusters Score -901856 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -901942.562500 Penalty: 4520.240723
	Iteration 11Q: 3 clusters Score -901942.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -902009.312500 Penalty: 4520.240723
	Iteration 12Q: 3 clusters Score -902009.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -902061.125000 Penalty: 4520.240723
	Iteration 13Q: 3 clusters Score -902061.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -902096.937500 Penalty: 4520.240723
	Iteration 14Q: 3 clusters Score -902096.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -902127.750000 Penalty: 4520.240723
	Iteration 15Q: 3 clusters Score -902127.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -902158.812500 Penalty: 4520.240723
	Iteration 16Q: 3 clusters Score -902158.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -902190.312500 Penalty: 4520.240723
	Iteration 17Q: 3 clusters Score -902190.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -902226.812500 Penalty: 4520.240723
	Iteration 18Q: 3 clusters Score -902226.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -902268.500000 Penalty: 4520.240723
	Iteration 19Q: 3 clusters Score -902268.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -902323.187500 Penalty: 4520.240723
	Iteration 20F: 3 clusters Score -902323.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -902379.250000 Penalty: 4520.240723
	Iteration 21Q: 3 clusters Score -902379.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -902432.812500 Penalty: 4520.240723
	Iteration 22Q: 3 clusters Score -902432.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -902489.125000 Penalty: 4520.240723
	Iteration 23Q: 3 clusters Score -902489.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -902537.000000 Penalty: 4520.240723
	Iteration 24Q: 3 clusters Score -902537 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -902569.875000 Penalty: 4520.240723
	Iteration 25Q: 3 clusters Score -902569.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -902600.000000 Penalty: 4520.240723
	Iteration 26Q: 3 clusters Score -902600 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -902614.562500 Penalty: 4520.240723
	Iteration 27Q: 3 clusters Score -902614.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -902626.000000 Penalty: 4520.240723
	Iteration 28Q: 3 clusters Score -902626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -902630.000000 Penalty: 4520.240723
	Iteration 29Q: 3 clusters Score -902630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -902631.062500 Penalty: 4520.240723
	Iteration 30Q: 3 clusters Score -902631.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -902632.250000 Penalty: 4520.240723
	Iteration 31Q: 3 clusters Score -902632.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -902633.687500 Penalty: 4520.240723
	Iteration 32Q: 3 clusters Score -902633.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -902634.500000 Penalty: 4520.240723
	Iteration 33Q: 3 clusters Score -902634.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -902635.312500 Penalty: 4520.240723
	Iteration 34Q: 3 clusters Score -902635.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -902637.375000 Penalty: 4520.240723
	Iteration 35Q: 3 clusters Score -902637.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -902640.187500 Penalty: 4520.240723
	Iteration 36Q: 3 clusters Score -902640.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -902638.125000 Penalty: 4520.240723
	Iteration 37Q: 3 clusters Score -902638.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -902638.125000 Penalty: 4520.240723
	Iteration 38F: 3 clusters Score -902638.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33768 members 
Entering Unmasked Estep 
Score: -4011965.750000 Penalty: 2585.962646
	Iteration 0F: 2 clusters Score -4011966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -3989038.000000 Penalty: 5171.925293
	Iteration 0F: 3 clusters Score -3989038 nChanged 15320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -3997045.000000 Penalty: 5171.925293
	Iteration 1F: 3 clusters Score -3997045 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -3997415.750000 Penalty: 5171.925293
	Iteration 2Q: 3 clusters Score -3997416 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 16549 members 
Entering Unmasked Estep 
Score: -3997754.250000 Penalty: 5171.925293
	Iteration 3Q: 3 clusters Score -3997754 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -3998011.750000 Penalty: 5171.925293
	Iteration 4Q: 3 clusters Score -3998012 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -3998252.500000 Penalty: 5171.925293
	Iteration 5Q: 3 clusters Score -3998252 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -3998484.500000 Penalty: 5171.925293
	Iteration 6Q: 3 clusters Score -3998484 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -3998754.000000 Penalty: 5171.925293
	Iteration 7Q: 3 clusters Score -3998754 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -3999025.000000 Penalty: 5171.925293
	Iteration 8Q: 3 clusters Score -3999025 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -3999414.500000 Penalty: 5171.925293
	Iteration 9Q: 3 clusters Score -3999414 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3999934.000000 Penalty: 5171.925293
	Iteration 10Q: 3 clusters Score -3999934 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21704 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -4000711.750000 Penalty: 5171.925293
	Iteration 11Q: 3 clusters Score -4000712 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -4001805.000000 Penalty: 5171.925293
	Iteration 12F: 3 clusters Score -4001805 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -4003274.500000 Penalty: 5171.925293
	Iteration 13F: 3 clusters Score -4003274 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -4004991.500000 Penalty: 5171.925293
	Iteration 14F: 3 clusters Score -4004992 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -4006549.750000 Penalty: 5171.925293
	Iteration 15F: 3 clusters Score -4006550 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30530 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -4007679.250000 Penalty: 5171.925293
	Iteration 16Q: 3 clusters Score -4007679 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -4008489.250000 Penalty: 5171.925293
	Iteration 17Q: 3 clusters Score -4008489 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -4009002.750000 Penalty: 5171.925293
	Iteration 18Q: 3 clusters Score -4009003 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -4009383.750000 Penalty: 5171.925293
	Iteration 19Q: 3 clusters Score -4009384 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -4009639.250000 Penalty: 5171.925293
	Iteration 20F: 3 clusters Score -4009639 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32578 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -4009749.250000 Penalty: 5171.925293
	Iteration 21Q: 3 clusters Score -4009749 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -4009809.750000 Penalty: 5171.925293
	Iteration 22Q: 3 clusters Score -4009810 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -4009831.500000 Penalty: 5171.925293
	Iteration 23Q: 3 clusters Score -4009832 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -4009855.000000 Penalty: 5171.925293
	Iteration 24Q: 3 clusters Score -4009855 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4009864.750000 Penalty: 5171.925293
	Iteration 25Q: 3 clusters Score -4009865 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32740 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4009872.500000 Penalty: 5171.925293
	Iteration 26Q: 3 clusters Score -4009872 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4009877.250000 Penalty: 5171.925293
	Iteration 27Q: 3 clusters Score -4009877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32758 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -4009877.250000 Penalty: 5171.925293
	Iteration 28Q: 3 clusters Score -4009877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -4009882.000000 Penalty: 5171.925293
	Iteration 29Q: 3 clusters Score -4009882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32772 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -4009889.250000 Penalty: 5171.925293
	Iteration 30Q: 3 clusters Score -4009889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32779 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -4009888.250000 Penalty: 5171.925293
	Iteration 31Q: 3 clusters Score -4009888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -4009895.250000 Penalty: 5171.925293
	Iteration 32Q: 3 clusters Score -4009895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -4009904.250000 Penalty: 5171.925293
	Iteration 33Q: 3 clusters Score -4009904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -4009905.250000 Penalty: 5171.925293
	Iteration 34Q: 3 clusters Score -4009905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4009906.500000 Penalty: 5171.925293
	Iteration 35Q: 3 clusters Score -4009906 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32802 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -4009906.500000 Penalty: 5171.925293
	Iteration 36F: 3 clusters Score -4009906 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34760 members 
Entering Unmasked Estep 
Score: -3888590.500000 Penalty: 2593.143066
	Iteration 0F: 2 clusters Score -3888590 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -3864915.750000 Penalty: 5186.286133
	Iteration 0F: 3 clusters Score -3864916 nChanged 15760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19178 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3873906.750000 Penalty: 5186.286133
	Iteration 1F: 3 clusters Score -3873907 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 14631 members 
Entering Unmasked Estep 
Score: -3874837.500000 Penalty: 5186.286133
	Iteration 2F: 3 clusters Score -3874838 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -3876061.250000 Penalty: 5186.286133
	Iteration 3F: 3 clusters Score -3876061 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -3877657.000000 Penalty: 5186.286133
	Iteration 4F: 3 clusters Score -3877657 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -3879570.750000 Penalty: 5186.286133
	Iteration 5F: 3 clusters Score -3879571 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -3881526.250000 Penalty: 5186.286133
	Iteration 6F: 3 clusters Score -3881526 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -3883289.500000 Penalty: 5186.286133
	Iteration 7F: 3 clusters Score -3883290 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -3884660.750000 Penalty: 5186.286133
	Iteration 8Q: 3 clusters Score -3884661 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30788 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -3885543.000000 Penalty: 5186.286133
	Iteration 9Q: 3 clusters Score -3885543 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31293 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -3886154.250000 Penalty: 5186.286133
	Iteration 10Q: 3 clusters Score -3886154 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -3886605.500000 Penalty: 5186.286133
	Iteration 11Q: 3 clusters Score -3886606 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31783 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -3886914.000000 Penalty: 5186.286133
	Iteration 12Q: 3 clusters Score -3886914 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -3887048.000000 Penalty: 5186.286133
	Iteration 13Q: 3 clusters Score -3887048 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31994 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3887118.750000 Penalty: 5186.286133
	Iteration 14Q: 3 clusters Score -3887119 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3887162.000000 Penalty: 5186.286133
	Iteration 15Q: 3 clusters Score -3887162 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32081 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -3887186.000000 Penalty: 5186.286133
	Iteration 16Q: 3 clusters Score -3887186 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -3887199.500000 Penalty: 5186.286133
	Iteration 17Q: 3 clusters Score -3887200 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32128 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3887195.750000 Penalty: 5186.286133
	Iteration 18Q: 3 clusters Score -3887196 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32142 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -3887201.750000 Penalty: 5186.286133
	Iteration 19Q: 3 clusters Score -3887202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3887192.000000 Penalty: 5186.286133
	Iteration 20F: 3 clusters Score -3887192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3887202.750000 Penalty: 5186.286133
	Iteration 21Q: 3 clusters Score -3887203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3887201.500000 Penalty: 5186.286133
	Iteration 22Q: 3 clusters Score -3887202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32176 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -3887204.750000 Penalty: 5186.286133
	Iteration 23Q: 3 clusters Score -3887205 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3887209.250000 Penalty: 5186.286133
	Iteration 24Q: 3 clusters Score -3887209 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -3887213.250000 Penalty: 5186.286133
	Iteration 25Q: 3 clusters Score -3887213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32207 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3887211.500000 Penalty: 5186.286133
	Iteration 26Q: 3 clusters Score -3887212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32214 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -3887210.750000 Penalty: 5186.286133
	Iteration 27Q: 3 clusters Score -3887211 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32227 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -3887210.500000 Penalty: 5186.286133
	Iteration 28Q: 3 clusters Score -3887210 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32243 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -3887213.000000 Penalty: 5186.286133
	Iteration 29Q: 3 clusters Score -3887213 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -3887216.500000 Penalty: 5186.286133
	Iteration 30Q: 3 clusters Score -3887216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32261 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -3887218.000000 Penalty: 5186.286133
	Iteration 31Q: 3 clusters Score -3887218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32267 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -3887221.000000 Penalty: 5186.286133
	Iteration 32Q: 3 clusters Score -3887221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32279 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -3887227.750000 Penalty: 5186.286133
	Iteration 33Q: 3 clusters Score -3887228 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -3887223.500000 Penalty: 5186.286133
	Iteration 34Q: 3 clusters Score -3887224 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32306 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -3887233.250000 Penalty: 5186.286133
	Iteration 35Q: 3 clusters Score -3887233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -3887230.250000 Penalty: 5186.286133
	Iteration 36Q: 3 clusters Score -3887230 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -3887237.000000 Penalty: 5186.286133
	Iteration 37Q: 3 clusters Score -3887237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -3887234.750000 Penalty: 5186.286133
	Iteration 38Q: 3 clusters Score -3887235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -3887233.750000 Penalty: 5186.286133
	Iteration 39Q: 3 clusters Score -3887234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32349 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -3887231.750000 Penalty: 5186.286133
	Iteration 40F: 3 clusters Score -3887232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32354 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -3887231.000000 Penalty: 5186.286133
	Iteration 41Q: 3 clusters Score -3887231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3887234.250000 Penalty: 5186.286133
	Iteration 42Q: 3 clusters Score -3887234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -3887234.250000 Penalty: 5186.286133
	Iteration 43F: 3 clusters Score -3887234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49969 members 
Entering Unmasked Estep 
Score: -5960182.000000 Penalty: 2683.151367
	Iteration 0F: 2 clusters Score -5960182 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 24980 members 
Entering Unmasked Estep 
Score: -5926577.000000 Penalty: 5366.302734
	Iteration 0F: 3 clusters Score -5926577 nChanged 23068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25085 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -5939348.500000 Penalty: 5366.302734
	Iteration 1F: 3 clusters Score -5939348 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25161 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -5939842.500000 Penalty: 5366.302734
	Iteration 2Q: 3 clusters Score -5939842 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -5940285.000000 Penalty: 5366.302734
	Iteration 3Q: 3 clusters Score -5940285 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -5940714.000000 Penalty: 5366.302734
	Iteration 4Q: 3 clusters Score -5940714 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25337 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -5941243.500000 Penalty: 5366.302734
	Iteration 5Q: 3 clusters Score -5941244 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Mstep: Class 2 contains 24574 members 
Entering Unmasked Estep 
Score: -5941892.000000 Penalty: 5366.302734
	Iteration 6Q: 3 clusters Score -5941892 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25384 members 
Mstep: Class 2 contains 24585 members 
Entering Unmasked Estep 
Score: -5942742.000000 Penalty: 5366.302734
	Iteration 7Q: 3 clusters Score -5942742 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -5943820.000000 Penalty: 5366.302734
	Iteration 8Q: 3 clusters Score -5943820 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -5945213.500000 Penalty: 5366.302734
	Iteration 9Q: 3 clusters Score -5945214 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -5946960.500000 Penalty: 5366.302734
	Iteration 10F: 3 clusters Score -5946960 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24513 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -5948810.500000 Penalty: 5366.302734
	Iteration 11F: 3 clusters Score -5948810 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5950389.000000 Penalty: 5366.302734
	Iteration 12F: 3 clusters Score -5950389 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -5951258.500000 Penalty: 5366.302734
	Iteration 13Q: 3 clusters Score -5951258 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -5951660.500000 Penalty: 5366.302734
	Iteration 14Q: 3 clusters Score -5951660 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 26741 members 
Entering Unmasked Estep 
Score: -5951847.000000 Penalty: 5366.302734
	Iteration 15Q: 3 clusters Score -5951847 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22959 members 
Mstep: Class 2 contains 27010 members 
Entering Unmasked Estep 
Score: -5951931.000000 Penalty: 5366.302734
	Iteration 16Q: 3 clusters Score -5951931 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 27288 members 
Entering Unmasked Estep 
Score: -5952020.500000 Penalty: 5366.302734
	Iteration 17Q: 3 clusters Score -5952020 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -5952136.000000 Penalty: 5366.302734
	Iteration 18Q: 3 clusters Score -5952136 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -5952209.000000 Penalty: 5366.302734
	Iteration 19Q: 3 clusters Score -5952209 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21748 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -5952294.500000 Penalty: 5366.302734
	Iteration 20F: 3 clusters Score -5952294 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -5952393.500000 Penalty: 5366.302734
	Iteration 21Q: 3 clusters Score -5952394 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -5952459.000000 Penalty: 5366.302734
	Iteration 22Q: 3 clusters Score -5952459 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20661 members 
Mstep: Class 2 contains 29308 members 
Entering Unmasked Estep 
Score: -5952576.000000 Penalty: 5366.302734
	Iteration 23Q: 3 clusters Score -5952576 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 29682 members 
Entering Unmasked Estep 
Score: -5952646.500000 Penalty: 5366.302734
	Iteration 24Q: 3 clusters Score -5952646 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -5952742.000000 Penalty: 5366.302734
	Iteration 25Q: 3 clusters Score -5952742 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19434 members 
Mstep: Class 2 contains 30535 members 
Entering Unmasked Estep 
Score: -5952902.000000 Penalty: 5366.302734
	Iteration 26Q: 3 clusters Score -5952902 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 31040 members 
Entering Unmasked Estep 
Score: -5953079.500000 Penalty: 5366.302734
	Iteration 27Q: 3 clusters Score -5953080 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -5953241.500000 Penalty: 5366.302734
	Iteration 28Q: 3 clusters Score -5953242 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 32119 members 
Entering Unmasked Estep 
Score: -5953399.500000 Penalty: 5366.302734
	Iteration 29Q: 3 clusters Score -5953400 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 32667 members 
Entering Unmasked Estep 
Score: -5953589.000000 Penalty: 5366.302734
	Iteration 30Q: 3 clusters Score -5953589 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 33202 members 
Entering Unmasked Estep 
Score: -5953788.000000 Penalty: 5366.302734
	Iteration 31Q: 3 clusters Score -5953788 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 33705 members 
Entering Unmasked Estep 
Score: -5953943.000000 Penalty: 5366.302734
	Iteration 32Q: 3 clusters Score -5953943 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -5954062.000000 Penalty: 5366.302734
	Iteration 33Q: 3 clusters Score -5954062 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -5954237.000000 Penalty: 5366.302734
	Iteration 34Q: 3 clusters Score -5954237 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14666 members 
Mstep: Class 2 contains 35303 members 
Entering Unmasked Estep 
Score: -5954410.000000 Penalty: 5366.302734
	Iteration 35Q: 3 clusters Score -5954410 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14109 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -5954617.500000 Penalty: 5366.302734
	Iteration 36Q: 3 clusters Score -5954618 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13544 members 
Mstep: Class 2 contains 36425 members 
Entering Unmasked Estep 
Score: -5954744.500000 Penalty: 5366.302734
	Iteration 37Q: 3 clusters Score -5954744 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -5954876.000000 Penalty: 5366.302734
	Iteration 38Q: 3 clusters Score -5954876 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 37564 members 
Entering Unmasked Estep 
Score: -5955064.000000 Penalty: 5366.302734
	Iteration 39Q: 3 clusters Score -5955064 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 38130 members 
Entering Unmasked Estep 
Score: -5955204.000000 Penalty: 5366.302734
	Iteration 40F: 3 clusters Score -5955204 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Mstep: Class 2 contains 38666 members 
Entering Unmasked Estep 
Score: -5955383.500000 Penalty: 5366.302734
	Iteration 41Q: 3 clusters Score -5955384 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 39187 members 
Entering Unmasked Estep 
Score: -5955520.000000 Penalty: 5366.302734
	Iteration 42Q: 3 clusters Score -5955520 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -5955667.000000 Penalty: 5366.302734
	Iteration 43Q: 3 clusters Score -5955667 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 40175 members 
Entering Unmasked Estep 
Score: -5955797.000000 Penalty: 5366.302734
	Iteration 44Q: 3 clusters Score -5955797 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -5955919.500000 Penalty: 5366.302734
	Iteration 45Q: 3 clusters Score -5955920 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -5956039.500000 Penalty: 5366.302734
	Iteration 46Q: 3 clusters Score -5956040 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -5956155.000000 Penalty: 5366.302734
	Iteration 47Q: 3 clusters Score -5956155 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 41929 members 
Entering Unmasked Estep 
Score: -5956234.000000 Penalty: 5366.302734
	Iteration 48Q: 3 clusters Score -5956234 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 42311 members 
Entering Unmasked Estep 
Score: -5956346.500000 Penalty: 5366.302734
	Iteration 49Q: 3 clusters Score -5956346 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -5956450.000000 Penalty: 5366.302734
	Iteration 50Q: 3 clusters Score -5956450 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 43089 members 
Entering Unmasked Estep 
Score: -5956524.500000 Penalty: 5366.302734
	Iteration 51Q: 3 clusters Score -5956524 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -5956657.000000 Penalty: 5366.302734
	Iteration 52Q: 3 clusters Score -5956657 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 43811 members 
Entering Unmasked Estep 
Score: -5956765.500000 Penalty: 5366.302734
	Iteration 53Q: 3 clusters Score -5956766 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 44137 members 
Entering Unmasked Estep 
Score: -5956849.500000 Penalty: 5366.302734
	Iteration 54Q: 3 clusters Score -5956850 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -5956965.500000 Penalty: 5366.302734
	Iteration 55Q: 3 clusters Score -5956966 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -5957039.500000 Penalty: 5366.302734
	Iteration 56Q: 3 clusters Score -5957040 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 44999 members 
Entering Unmasked Estep 
Score: -5957131.500000 Penalty: 5366.302734
	Iteration 57Q: 3 clusters Score -5957132 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 45294 members 
Entering Unmasked Estep 
Score: -5957238.000000 Penalty: 5366.302734
	Iteration 58Q: 3 clusters Score -5957238 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -5957316.000000 Penalty: 5366.302734
	Iteration 59Q: 3 clusters Score -5957316 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 45828 members 
Entering Unmasked Estep 
Score: -5957406.000000 Penalty: 5366.302734
	Iteration 60F: 3 clusters Score -5957406 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -5957491.000000 Penalty: 5366.302734
	Iteration 61Q: 3 clusters Score -5957491 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 46295 members 
Entering Unmasked Estep 
Score: -5957586.500000 Penalty: 5366.302734
	Iteration 62Q: 3 clusters Score -5957586 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 46505 members 
Entering Unmasked Estep 
Score: -5957658.000000 Penalty: 5366.302734
	Iteration 63Q: 3 clusters Score -5957658 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 46692 members 
Entering Unmasked Estep 
Score: -5957711.000000 Penalty: 5366.302734
	Iteration 64Q: 3 clusters Score -5957711 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 46854 members 
Entering Unmasked Estep 
Score: -5957742.500000 Penalty: 5366.302734
	Iteration 65Q: 3 clusters Score -5957742 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 47003 members 
Entering Unmasked Estep 
Score: -5957803.500000 Penalty: 5366.302734
	Iteration 66Q: 3 clusters Score -5957804 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 47139 members 
Entering Unmasked Estep 
Score: -5957843.500000 Penalty: 5366.302734
	Iteration 67Q: 3 clusters Score -5957844 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -5957868.000000 Penalty: 5366.302734
	Iteration 68Q: 3 clusters Score -5957868 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 47371 members 
Entering Unmasked Estep 
Score: -5957885.000000 Penalty: 5366.302734
	Iteration 69Q: 3 clusters Score -5957885 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -5957939.000000 Penalty: 5366.302734
	Iteration 70Q: 3 clusters Score -5957939 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 47555 members 
Entering Unmasked Estep 
Score: -5957975.500000 Penalty: 5366.302734
	Iteration 71Q: 3 clusters Score -5957976 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 47634 members 
Entering Unmasked Estep 
Score: -5958016.500000 Penalty: 5366.302734
	Iteration 72Q: 3 clusters Score -5958016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 47710 members 
Entering Unmasked Estep 
Score: -5958037.000000 Penalty: 5366.302734
	Iteration 73Q: 3 clusters Score -5958037 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 47780 members 
Entering Unmasked Estep 
Score: -5958062.000000 Penalty: 5366.302734
	Iteration 74Q: 3 clusters Score -5958062 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 47843 members 
Entering Unmasked Estep 
Score: -5958079.000000 Penalty: 5366.302734
	Iteration 75Q: 3 clusters Score -5958079 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 47894 members 
Entering Unmasked Estep 
Score: -5958095.500000 Penalty: 5366.302734
	Iteration 76Q: 3 clusters Score -5958096 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 47934 members 
Entering Unmasked Estep 
Score: -5958108.500000 Penalty: 5366.302734
	Iteration 77Q: 3 clusters Score -5958108 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 47964 members 
Entering Unmasked Estep 
Score: -5958111.500000 Penalty: 5366.302734
	Iteration 78Q: 3 clusters Score -5958112 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 47991 members 
Entering Unmasked Estep 
Score: -5958118.000000 Penalty: 5366.302734
	Iteration 79Q: 3 clusters Score -5958118 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -5958132.500000 Penalty: 5366.302734
	Iteration 80F: 3 clusters Score -5958132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 48033 members 
Entering Unmasked Estep 
Score: -5958135.000000 Penalty: 5366.302734
	Iteration 81Q: 3 clusters Score -5958135 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -5958125.500000 Penalty: 5366.302734
	Iteration 82Q: 3 clusters Score -5958126 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 48076 members 
Entering Unmasked Estep 
Score: -5958141.500000 Penalty: 5366.302734
	Iteration 83Q: 3 clusters Score -5958142 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 48098 members 
Entering Unmasked Estep 
Score: -5958134.000000 Penalty: 5366.302734
	Iteration 84Q: 3 clusters Score -5958134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 48115 members 
Entering Unmasked Estep 
Score: -5958131.000000 Penalty: 5366.302734
	Iteration 85Q: 3 clusters Score -5958131 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 48130 members 
Entering Unmasked Estep 
Score: -5958147.000000 Penalty: 5366.302734
	Iteration 86Q: 3 clusters Score -5958147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 48143 members 
Entering Unmasked Estep 
Score: -5958151.500000 Penalty: 5366.302734
	Iteration 87Q: 3 clusters Score -5958152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 48152 members 
Entering Unmasked Estep 
Score: -5958158.000000 Penalty: 5366.302734
	Iteration 88Q: 3 clusters Score -5958158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 48154 members 
Entering Unmasked Estep 
Score: -5958157.500000 Penalty: 5366.302734
	Iteration 89Q: 3 clusters Score -5958158 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 48157 members 
Entering Unmasked Estep 
Score: -5958154.500000 Penalty: 5366.302734
	Iteration 90Q: 3 clusters Score -5958154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 48158 members 
Entering Unmasked Estep 
Score: -5958156.000000 Penalty: 5366.302734
	Iteration 91Q: 3 clusters Score -5958156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 48160 members 
Entering Unmasked Estep 
Score: -5958154.500000 Penalty: 5366.302734
	Iteration 92Q: 3 clusters Score -5958154 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 48163 members 
Entering Unmasked Estep 
Score: -5958159.500000 Penalty: 5366.302734
	Iteration 93Q: 3 clusters Score -5958160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 48165 members 
Entering Unmasked Estep 
Score: -5958158.500000 Penalty: 5366.302734
	Iteration 94Q: 3 clusters Score -5958158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 48166 members 
Entering Unmasked Estep 
Score: -5958159.000000 Penalty: 5366.302734
	Iteration 95Q: 3 clusters Score -5958159 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 48168 members 
Entering Unmasked Estep 
Score: -5958161.000000 Penalty: 5366.302734
	Iteration 96Q: 3 clusters Score -5958161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 48169 members 
Entering Unmasked Estep 
Score: -5958164.000000 Penalty: 5366.302734
	Iteration 97Q: 3 clusters Score -5958164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 48171 members 
Entering Unmasked Estep 
Score: -5958156.000000 Penalty: 5366.302734
	Iteration 98Q: 3 clusters Score -5958156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -5958157.500000 Penalty: 5366.302734
	Iteration 99Q: 3 clusters Score -5958158 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 48172 members 
Entering Unmasked Estep 
Score: -5958157.500000 Penalty: 5366.302734
	Iteration 100F: 3 clusters Score -5958158 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -205730.718750 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -205730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -203133.593750 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -203133.6 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -203761.781250 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -203761.8 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -204059.984375 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -204060 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -204356.906250 Penalty: 3755.961426
	Iteration 3F: 3 clusters Score -204356.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -204644.515625 Penalty: 3755.961426
	Iteration 4F: 3 clusters Score -204644.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -204903.015625 Penalty: 3755.961426
	Iteration 5F: 3 clusters Score -204903 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -205133.921875 Penalty: 3755.961426
	Iteration 6F: 3 clusters Score -205133.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -205417.109375 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -205417.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -205668.109375 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -205668.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -205902.812500 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -205902.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -206103.703125 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -206103.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -206165.828125 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -206165.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -206187.390625 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -206187.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -206193.281250 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -206193.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -206193.812500 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -206193.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -206193.812500 Penalty: 3755.961426
	Iteration 15F: 3 clusters Score -206193.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16151 members 
Mstep: Class 4 contains 170683 members 
Mstep: Class 5 contains 155728 members 
Mstep: Class 6 contains 25060 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 33768 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 49969 members 
Mstep: Class 13 contains 1030 members 
Mstep: Class 14 contains 74240 members 
Mstep: Class 15 contains 19786 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 188997 members 
Mstep: Class 19 contains 52974 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 169080 members 
Mstep: Class 23 contains 23895 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9386 members 
Mstep: Class 27 contains 14999 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12992 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 291904 members 
Mstep: Class 32 contains 10214 members 
Mstep: Class 33 contains 914 members 
Entering Unmasked Estep 
Score: -161496592.000000 Penalty: 115928.210938
Splitting cluster 13 changes total score from -161497776.000000 to -161496592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (74240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74240 members 
Entering Unmasked Estep 
Score: -8495302.000000 Penalty: 2781.334473
	Iteration 0F: 2 clusters Score -8495302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37000 members 
Mstep: Class 2 contains 37240 members 
Entering Unmasked Estep 
Score: -8445437.000000 Penalty: 5562.668945
	Iteration 0F: 3 clusters Score -8445437 nChanged 34699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -8465551.000000 Penalty: 5562.668945
	Iteration 1F: 3 clusters Score -8465551 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -8466323.000000 Penalty: 5562.668945
	Iteration 2Q: 3 clusters Score -8466323 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33687 members 
Mstep: Class 2 contains 40553 members 
Entering Unmasked Estep 
Score: -8467239.000000 Penalty: 5562.668945
	Iteration 3Q: 3 clusters Score -8467239 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -8468383.000000 Penalty: 5562.668945
	Iteration 4Q: 3 clusters Score -8468383 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -8469999.000000 Penalty: 5562.668945
	Iteration 5Q: 3 clusters Score -8469999 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 48910 members 
Entering Unmasked Estep 
Score: -8472510.000000 Penalty: 5562.668945
	Iteration 6F: 3 clusters Score -8472510 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 53647 members 
Entering Unmasked Estep 
Score: -8476133.000000 Penalty: 5562.668945
	Iteration 7F: 3 clusters Score -8476133 nChanged 5349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 58760 members 
Entering Unmasked Estep 
Score: -8480331.000000 Penalty: 5562.668945
	Iteration 8F: 3 clusters Score -8480331 nChanged 4961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 63583 members 
Entering Unmasked Estep 
Score: -8484493.000000 Penalty: 5562.668945
	Iteration 9F: 3 clusters Score -8484493 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -8487860.000000 Penalty: 5562.668945
	Iteration 10F: 3 clusters Score -8487860 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 70171 members 
Entering Unmasked Estep 
Score: -8490036.000000 Penalty: 5562.668945
	Iteration 11Q: 3 clusters Score -8490036 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 71823 members 
Entering Unmasked Estep 
Score: -8491303.000000 Penalty: 5562.668945
	Iteration 12Q: 3 clusters Score -8491303 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 72755 members 
Entering Unmasked Estep 
Score: -8491973.000000 Penalty: 5562.668945
	Iteration 13Q: 3 clusters Score -8491973 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 73231 members 
Entering Unmasked Estep 
Score: -8492351.000000 Penalty: 5562.668945
	Iteration 14Q: 3 clusters Score -8492351 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 73490 members 
Entering Unmasked Estep 
Score: -8492574.000000 Penalty: 5562.668945
	Iteration 15Q: 3 clusters Score -8492574 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 73621 members 
Entering Unmasked Estep 
Score: -8492678.000000 Penalty: 5562.668945
	Iteration 16Q: 3 clusters Score -8492678 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 73695 members 
Entering Unmasked Estep 
Score: -8492760.000000 Penalty: 5562.668945
	Iteration 17Q: 3 clusters Score -8492760 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 73746 members 
Entering Unmasked Estep 
Score: -8492791.000000 Penalty: 5562.668945
	Iteration 18Q: 3 clusters Score -8492791 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -8492822.000000 Penalty: 5562.668945
	Iteration 19Q: 3 clusters Score -8492822 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 73779 members 
Entering Unmasked Estep 
Score: -8492839.000000 Penalty: 5562.668945
	Iteration 20F: 3 clusters Score -8492839 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 73790 members 
Entering Unmasked Estep 
Score: -8492842.000000 Penalty: 5562.668945
	Iteration 21Q: 3 clusters Score -8492842 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 73797 members 
Entering Unmasked Estep 
Score: -8492852.000000 Penalty: 5562.668945
	Iteration 22Q: 3 clusters Score -8492852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 73806 members 
Entering Unmasked Estep 
Score: -8492877.000000 Penalty: 5562.668945
	Iteration 23Q: 3 clusters Score -8492877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 73817 members 
Entering Unmasked Estep 
Score: -8492887.000000 Penalty: 5562.668945
	Iteration 24Q: 3 clusters Score -8492887 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 73822 members 
Entering Unmasked Estep 
Score: -8492902.000000 Penalty: 5562.668945
	Iteration 25Q: 3 clusters Score -8492902 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 73830 members 
Entering Unmasked Estep 
Score: -8492897.000000 Penalty: 5562.668945
	Iteration 26Q: 3 clusters Score -8492897 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 73834 members 
Entering Unmasked Estep 
Score: -8492909.000000 Penalty: 5562.668945
	Iteration 27Q: 3 clusters Score -8492909 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 73836 members 
Entering Unmasked Estep 
Score: -8492914.000000 Penalty: 5562.668945
	Iteration 28Q: 3 clusters Score -8492914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 73837 members 
Entering Unmasked Estep 
Score: -8492918.000000 Penalty: 5562.668945
	Iteration 29Q: 3 clusters Score -8492918 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 73843 members 
Entering Unmasked Estep 
Score: -8492929.000000 Penalty: 5562.668945
	Iteration 30Q: 3 clusters Score -8492929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 73844 members 
Entering Unmasked Estep 
Score: -8492926.000000 Penalty: 5562.668945
	Iteration 31Q: 3 clusters Score -8492926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -8492930.000000 Penalty: 5562.668945
	Iteration 32Q: 3 clusters Score -8492930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 73845 members 
Entering Unmasked Estep 
Score: -8492930.000000 Penalty: 5562.668945
	Iteration 33Q: 3 clusters Score -8492930 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -8492934.000000 Penalty: 5562.668945
	Iteration 34Q: 3 clusters Score -8492934 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 73846 members 
Entering Unmasked Estep 
Score: -8492934.000000 Penalty: 5562.668945
	Iteration 35F: 3 clusters Score -8492934 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Entering Unmasked Estep 
Score: -2218907.750000 Penalty: 2453.396973
	Iteration 0F: 2 clusters Score -2218908 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -2205001.250000 Penalty: 4906.793945
	Iteration 0F: 3 clusters Score -2205001 nChanged 8594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2209615.500000 Penalty: 4906.793945
	Iteration 1F: 3 clusters Score -2209616 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -2210107.000000 Penalty: 4906.793945
	Iteration 2F: 3 clusters Score -2210107 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -2210634.500000 Penalty: 4906.793945
	Iteration 3F: 3 clusters Score -2210634 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -2211268.500000 Penalty: 4906.793945
	Iteration 4F: 3 clusters Score -2211268 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12989 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2212006.750000 Penalty: 4906.793945
	Iteration 5F: 3 clusters Score -2212007 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2212848.500000 Penalty: 4906.793945
	Iteration 6F: 3 clusters Score -2212848 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2213730.750000 Penalty: 4906.793945
	Iteration 7F: 3 clusters Score -2213731 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -2214553.750000 Penalty: 4906.793945
	Iteration 8F: 3 clusters Score -2214554 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -2215217.250000 Penalty: 4906.793945
	Iteration 9Q: 3 clusters Score -2215217 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2215726.000000 Penalty: 4906.793945
	Iteration 10Q: 3 clusters Score -2215726 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -2216133.750000 Penalty: 4906.793945
	Iteration 11Q: 3 clusters Score -2216134 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -2216390.750000 Penalty: 4906.793945
	Iteration 12Q: 3 clusters Score -2216391 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -2216561.750000 Penalty: 4906.793945
	Iteration 13Q: 3 clusters Score -2216562 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2216648.500000 Penalty: 4906.793945
	Iteration 14Q: 3 clusters Score -2216648 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -2216704.750000 Penalty: 4906.793945
	Iteration 15Q: 3 clusters Score -2216705 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2216768.750000 Penalty: 4906.793945
	Iteration 16Q: 3 clusters Score -2216769 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -2216809.750000 Penalty: 4906.793945
	Iteration 17Q: 3 clusters Score -2216810 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2216843.500000 Penalty: 4906.793945
	Iteration 18Q: 3 clusters Score -2216844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2216850.750000 Penalty: 4906.793945
	Iteration 19Q: 3 clusters Score -2216851 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2216863.750000 Penalty: 4906.793945
	Iteration 20F: 3 clusters Score -2216864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2216875.500000 Penalty: 4906.793945
	Iteration 21Q: 3 clusters Score -2216876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18695 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2216885.500000 Penalty: 4906.793945
	Iteration 22Q: 3 clusters Score -2216886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -2216896.500000 Penalty: 4906.793945
	Iteration 23Q: 3 clusters Score -2216896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2216908.750000 Penalty: 4906.793945
	Iteration 24Q: 3 clusters Score -2216909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2216914.750000 Penalty: 4906.793945
	Iteration 25Q: 3 clusters Score -2216915 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2216920.750000 Penalty: 4906.793945
	Iteration 26Q: 3 clusters Score -2216921 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2216928.750000 Penalty: 4906.793945
	Iteration 27Q: 3 clusters Score -2216929 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2216935.500000 Penalty: 4906.793945
	Iteration 28Q: 3 clusters Score -2216936 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2216939.750000 Penalty: 4906.793945
	Iteration 29Q: 3 clusters Score -2216940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -2216949.000000 Penalty: 4906.793945
	Iteration 30Q: 3 clusters Score -2216949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2216963.250000 Penalty: 4906.793945
	Iteration 31Q: 3 clusters Score -2216963 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -2216976.250000 Penalty: 4906.793945
	Iteration 32Q: 3 clusters Score -2216976 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -2216977.750000 Penalty: 4906.793945
	Iteration 33Q: 3 clusters Score -2216978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2216981.250000 Penalty: 4906.793945
	Iteration 34Q: 3 clusters Score -2216981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -2216989.750000 Penalty: 4906.793945
	Iteration 35Q: 3 clusters Score -2216990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2216993.000000 Penalty: 4906.793945
	Iteration 36Q: 3 clusters Score -2216993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2216995.250000 Penalty: 4906.793945
	Iteration 37Q: 3 clusters Score -2216995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -2217007.250000 Penalty: 4906.793945
	Iteration 38Q: 3 clusters Score -2217007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2217017.000000 Penalty: 4906.793945
	Iteration 39Q: 3 clusters Score -2217017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -2217023.000000 Penalty: 4906.793945
	Iteration 40F: 3 clusters Score -2217023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -2217030.250000 Penalty: 4906.793945
	Iteration 41Q: 3 clusters Score -2217030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18945 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -2217038.000000 Penalty: 4906.793945
	Iteration 42Q: 3 clusters Score -2217038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -2217043.750000 Penalty: 4906.793945
	Iteration 43Q: 3 clusters Score -2217044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2217044.750000 Penalty: 4906.793945
	Iteration 44Q: 3 clusters Score -2217045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -2217045.000000 Penalty: 4906.793945
	Iteration 45Q: 3 clusters Score -2217045 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2217049.750000 Penalty: 4906.793945
	Iteration 46Q: 3 clusters Score -2217050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18962 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2217047.500000 Penalty: 4906.793945
	Iteration 47Q: 3 clusters Score -2217048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2217048.000000 Penalty: 4906.793945
	Iteration 48Q: 3 clusters Score -2217048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18963 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2217048.000000 Penalty: 4906.793945
	Iteration 49F: 3 clusters Score -2217048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Entering Unmasked Estep 
Score: -1081937.500000 Penalty: 2332.113770
	Iteration 0F: 2 clusters Score -1081938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1072880.875000 Penalty: 4664.227539
	Iteration 0F: 3 clusters Score -1072881 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1075696.250000 Penalty: 4664.227539
	Iteration 1F: 3 clusters Score -1075696 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -1076203.500000 Penalty: 4664.227539
	Iteration 2F: 3 clusters Score -1076204 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1076678.625000 Penalty: 4664.227539
	Iteration 3F: 3 clusters Score -1076679 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1077202.125000 Penalty: 4664.227539
	Iteration 4F: 3 clusters Score -1077202 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1077843.000000 Penalty: 4664.227539
	Iteration 5F: 3 clusters Score -1077843 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1078559.500000 Penalty: 4664.227539
	Iteration 6F: 3 clusters Score -1078560 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1079300.125000 Penalty: 4664.227539
	Iteration 7F: 3 clusters Score -1079300 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1079977.000000 Penalty: 4664.227539
	Iteration 8F: 3 clusters Score -1079977 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1080430.750000 Penalty: 4664.227539
	Iteration 9F: 3 clusters Score -1080431 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1080710.000000 Penalty: 4664.227539
	Iteration 10Q: 3 clusters Score -1080710 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1080845.125000 Penalty: 4664.227539
	Iteration 11Q: 3 clusters Score -1080845 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1080931.625000 Penalty: 4664.227539
	Iteration 12Q: 3 clusters Score -1080932 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1080992.000000 Penalty: 4664.227539
	Iteration 13Q: 3 clusters Score -1080992 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1081032.875000 Penalty: 4664.227539
	Iteration 14Q: 3 clusters Score -1081033 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1081045.000000 Penalty: 4664.227539
	Iteration 15Q: 3 clusters Score -1081045 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1081057.750000 Penalty: 4664.227539
	Iteration 16Q: 3 clusters Score -1081058 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1081068.125000 Penalty: 4664.227539
	Iteration 17Q: 3 clusters Score -1081068 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -1081073.000000 Penalty: 4664.227539
	Iteration 18Q: 3 clusters Score -1081073 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1081078.500000 Penalty: 4664.227539
	Iteration 19Q: 3 clusters Score -1081078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1081083.875000 Penalty: 4664.227539
	Iteration 20F: 3 clusters Score -1081084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1081090.875000 Penalty: 4664.227539
	Iteration 21Q: 3 clusters Score -1081091 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1081091.500000 Penalty: 4664.227539
	Iteration 22Q: 3 clusters Score -1081092 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1081094.250000 Penalty: 4664.227539
	Iteration 23Q: 3 clusters Score -1081094 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1081092.500000 Penalty: 4664.227539
	Iteration 24Q: 3 clusters Score -1081092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 5108 members 
Entering Unmasked Estep 
Score: -1081094.500000 Penalty: 4664.227539
	Iteration 25Q: 3 clusters Score -1081094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1081096.750000 Penalty: 4664.227539
	Iteration 26Q: 3 clusters Score -1081097 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1081099.500000 Penalty: 4664.227539
	Iteration 27Q: 3 clusters Score -1081100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1081102.125000 Penalty: 4664.227539
	Iteration 28Q: 3 clusters Score -1081102 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1081103.625000 Penalty: 4664.227539
	Iteration 29Q: 3 clusters Score -1081104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1081107.500000 Penalty: 4664.227539
	Iteration 30Q: 3 clusters Score -1081108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1081108.750000 Penalty: 4664.227539
	Iteration 31Q: 3 clusters Score -1081109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1081110.875000 Penalty: 4664.227539
	Iteration 32Q: 3 clusters Score -1081111 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -1081116.125000 Penalty: 4664.227539
	Iteration 33Q: 3 clusters Score -1081116 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1081120.750000 Penalty: 4664.227539
	Iteration 34Q: 3 clusters Score -1081121 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -1081124.250000 Penalty: 4664.227539
	Iteration 35Q: 3 clusters Score -1081124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1081126.750000 Penalty: 4664.227539
	Iteration 36Q: 3 clusters Score -1081127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1081130.375000 Penalty: 4664.227539
	Iteration 37Q: 3 clusters Score -1081130 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -1081131.125000 Penalty: 4664.227539
	Iteration 38Q: 3 clusters Score -1081131 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1081133.500000 Penalty: 4664.227539
	Iteration 39Q: 3 clusters Score -1081134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1081135.375000 Penalty: 4664.227539
	Iteration 40F: 3 clusters Score -1081135 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1081137.500000 Penalty: 4664.227539
	Iteration 41Q: 3 clusters Score -1081138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1081138.750000 Penalty: 4664.227539
	Iteration 42Q: 3 clusters Score -1081139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -1081138.750000 Penalty: 4664.227539
	Iteration 43Q: 3 clusters Score -1081139 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1081139.625000 Penalty: 4664.227539
	Iteration 44Q: 3 clusters Score -1081140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1081141.625000 Penalty: 4664.227539
	Iteration 45Q: 3 clusters Score -1081142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1081141.875000 Penalty: 4664.227539
	Iteration 46Q: 3 clusters Score -1081142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1081142.875000 Penalty: 4664.227539
	Iteration 47Q: 3 clusters Score -1081143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1081142.000000 Penalty: 4664.227539
	Iteration 48Q: 3 clusters Score -1081142 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1081142.750000 Penalty: 4664.227539
	Iteration 49Q: 3 clusters Score -1081143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1081143.500000 Penalty: 4664.227539
	Iteration 50Q: 3 clusters Score -1081144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1081145.375000 Penalty: 4664.227539
	Iteration 51Q: 3 clusters Score -1081145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1081145.750000 Penalty: 4664.227539
	Iteration 52Q: 3 clusters Score -1081146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1081143.375000 Penalty: 4664.227539
	Iteration 53Q: 3 clusters Score -1081143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1081144.875000 Penalty: 4664.227539
	Iteration 54Q: 3 clusters Score -1081145 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -1081147.000000 Penalty: 4664.227539
	Iteration 55Q: 3 clusters Score -1081147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1081146.750000 Penalty: 4664.227539
	Iteration 56Q: 3 clusters Score -1081147 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1081146.875000 Penalty: 4664.227539
	Iteration 57Q: 3 clusters Score -1081147 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1081149.625000 Penalty: 4664.227539
	Iteration 58Q: 3 clusters Score -1081150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 4762 members 
Entering Unmasked Estep 
Score: -1081155.000000 Penalty: 4664.227539
	Iteration 59Q: 3 clusters Score -1081155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1081156.125000 Penalty: 4664.227539
	Iteration 60F: 3 clusters Score -1081156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1081155.250000 Penalty: 4664.227539
	Iteration 61Q: 3 clusters Score -1081155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1081156.000000 Penalty: 4664.227539
	Iteration 62Q: 3 clusters Score -1081156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1081155.500000 Penalty: 4664.227539
	Iteration 63Q: 3 clusters Score -1081156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1081156.500000 Penalty: 4664.227539
	Iteration 64Q: 3 clusters Score -1081156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1081160.750000 Penalty: 4664.227539
	Iteration 65Q: 3 clusters Score -1081161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1081159.125000 Penalty: 4664.227539
	Iteration 66Q: 3 clusters Score -1081159 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1081159.750000 Penalty: 4664.227539
	Iteration 67Q: 3 clusters Score -1081160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1081156.250000 Penalty: 4664.227539
	Iteration 68Q: 3 clusters Score -1081156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -1081160.875000 Penalty: 4664.227539
	Iteration 69Q: 3 clusters Score -1081161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -1081163.000000 Penalty: 4664.227539
	Iteration 70Q: 3 clusters Score -1081163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1081163.625000 Penalty: 4664.227539
	Iteration 71Q: 3 clusters Score -1081164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -1081162.500000 Penalty: 4664.227539
	Iteration 72Q: 3 clusters Score -1081162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1081164.250000 Penalty: 4664.227539
	Iteration 73Q: 3 clusters Score -1081164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1081165.000000 Penalty: 4664.227539
	Iteration 74Q: 3 clusters Score -1081165 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1081167.625000 Penalty: 4664.227539
	Iteration 75Q: 3 clusters Score -1081168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1081167.000000 Penalty: 4664.227539
	Iteration 76Q: 3 clusters Score -1081167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -1081166.000000 Penalty: 4664.227539
	Iteration 77Q: 3 clusters Score -1081166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -1081169.000000 Penalty: 4664.227539
	Iteration 78Q: 3 clusters Score -1081169 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1081167.000000 Penalty: 4664.227539
	Iteration 79Q: 3 clusters Score -1081167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1081167.375000 Penalty: 4664.227539
	Iteration 80F: 3 clusters Score -1081167 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1081167.750000 Penalty: 4664.227539
	Iteration 81Q: 3 clusters Score -1081168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7503 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -1081170.000000 Penalty: 4664.227539
	Iteration 82Q: 3 clusters Score -1081170 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1081169.000000 Penalty: 4664.227539
	Iteration 83Q: 3 clusters Score -1081169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1081170.375000 Penalty: 4664.227539
	Iteration 84Q: 3 clusters Score -1081170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1081172.125000 Penalty: 4664.227539
	Iteration 85Q: 3 clusters Score -1081172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1081172.125000 Penalty: 4664.227539
	Iteration 86F: 3 clusters Score -1081172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Entering Unmasked Estep 
Score: -980647.125000 Penalty: 2249.969238
	Iteration 0F: 2 clusters Score -980647.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -973780.375000 Penalty: 4499.938477
	Iteration 0F: 3 clusters Score -973780.4 nChanged 3610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -975721.437500 Penalty: 4499.938477
	Iteration 1F: 3 clusters Score -975721.4 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -975993.562500 Penalty: 4499.938477
	Iteration 2F: 3 clusters Score -975993.6 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -976170.687500 Penalty: 4499.938477
	Iteration 3Q: 3 clusters Score -976170.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -976292.625000 Penalty: 4499.938477
	Iteration 4Q: 3 clusters Score -976292.6 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -976373.625000 Penalty: 4499.938477
	Iteration 5Q: 3 clusters Score -976373.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -976434.062500 Penalty: 4499.938477
	Iteration 6Q: 3 clusters Score -976434.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -976477.437500 Penalty: 4499.938477
	Iteration 7Q: 3 clusters Score -976477.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -976520.062500 Penalty: 4499.938477
	Iteration 8Q: 3 clusters Score -976520.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -976550.062500 Penalty: 4499.938477
	Iteration 9Q: 3 clusters Score -976550.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -976573.625000 Penalty: 4499.938477
	Iteration 10Q: 3 clusters Score -976573.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -976597.312500 Penalty: 4499.938477
	Iteration 11Q: 3 clusters Score -976597.3 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -976613.437500 Penalty: 4499.938477
	Iteration 12Q: 3 clusters Score -976613.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -976632.937500 Penalty: 4499.938477
	Iteration 13Q: 3 clusters Score -976632.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -976650.500000 Penalty: 4499.938477
	Iteration 14Q: 3 clusters Score -976650.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -976668.437500 Penalty: 4499.938477
	Iteration 15Q: 3 clusters Score -976668.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -976683.125000 Penalty: 4499.938477
	Iteration 16Q: 3 clusters Score -976683.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -976689.812500 Penalty: 4499.938477
	Iteration 17Q: 3 clusters Score -976689.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -976703.312500 Penalty: 4499.938477
	Iteration 18Q: 3 clusters Score -976703.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -976717.750000 Penalty: 4499.938477
	Iteration 19Q: 3 clusters Score -976717.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -976728.875000 Penalty: 4499.938477
	Iteration 20F: 3 clusters Score -976728.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -976742.187500 Penalty: 4499.938477
	Iteration 21Q: 3 clusters Score -976742.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -976750.750000 Penalty: 4499.938477
	Iteration 22Q: 3 clusters Score -976750.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -976758.500000 Penalty: 4499.938477
	Iteration 23Q: 3 clusters Score -976758.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -976773.875000 Penalty: 4499.938477
	Iteration 24Q: 3 clusters Score -976773.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -976790.750000 Penalty: 4499.938477
	Iteration 25Q: 3 clusters Score -976790.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -976805.875000 Penalty: 4499.938477
	Iteration 26Q: 3 clusters Score -976805.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -976817.187500 Penalty: 4499.938477
	Iteration 27Q: 3 clusters Score -976817.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -976828.062500 Penalty: 4499.938477
	Iteration 28Q: 3 clusters Score -976828.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -976844.875000 Penalty: 4499.938477
	Iteration 29Q: 3 clusters Score -976844.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -976863.187500 Penalty: 4499.938477
	Iteration 30Q: 3 clusters Score -976863.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -976888.375000 Penalty: 4499.938477
	Iteration 31Q: 3 clusters Score -976888.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -976912.000000 Penalty: 4499.938477
	Iteration 32Q: 3 clusters Score -976912 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -976939.250000 Penalty: 4499.938477
	Iteration 33Q: 3 clusters Score -976939.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -976980.875000 Penalty: 4499.938477
	Iteration 34Q: 3 clusters Score -976980.9 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -977024.062500 Penalty: 4499.938477
	Iteration 35Q: 3 clusters Score -977024.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -977079.500000 Penalty: 4499.938477
	Iteration 36Q: 3 clusters Score -977079.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -977145.125000 Penalty: 4499.938477
	Iteration 37Q: 3 clusters Score -977145.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -977214.250000 Penalty: 4499.938477
	Iteration 38Q: 3 clusters Score -977214.2 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -977289.312500 Penalty: 4499.938477
	Iteration 39Q: 3 clusters Score -977289.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -977364.812500 Penalty: 4499.938477
	Iteration 40F: 3 clusters Score -977364.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -977434.750000 Penalty: 4499.938477
	Iteration 41Q: 3 clusters Score -977434.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -977502.312500 Penalty: 4499.938477
	Iteration 42Q: 3 clusters Score -977502.3 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -977583.750000 Penalty: 4499.938477
	Iteration 43Q: 3 clusters Score -977583.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -977651.125000 Penalty: 4499.938477
	Iteration 44Q: 3 clusters Score -977651.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -977725.687500 Penalty: 4499.938477
	Iteration 45Q: 3 clusters Score -977725.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -977804.937500 Penalty: 4499.938477
	Iteration 46Q: 3 clusters Score -977804.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -977885.750000 Penalty: 4499.938477
	Iteration 47Q: 3 clusters Score -977885.8 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -977963.687500 Penalty: 4499.938477
	Iteration 48Q: 3 clusters Score -977963.7 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -978035.312500 Penalty: 4499.938477
	Iteration 49Q: 3 clusters Score -978035.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -978094.250000 Penalty: 4499.938477
	Iteration 50Q: 3 clusters Score -978094.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -978144.812500 Penalty: 4499.938477
	Iteration 51Q: 3 clusters Score -978144.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -978198.625000 Penalty: 4499.938477
	Iteration 52Q: 3 clusters Score -978198.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -978248.562500 Penalty: 4499.938477
	Iteration 53Q: 3 clusters Score -978248.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -978295.312500 Penalty: 4499.938477
	Iteration 54Q: 3 clusters Score -978295.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -978347.562500 Penalty: 4499.938477
	Iteration 55Q: 3 clusters Score -978347.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -978396.500000 Penalty: 4499.938477
	Iteration 56Q: 3 clusters Score -978396.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -978429.875000 Penalty: 4499.938477
	Iteration 57Q: 3 clusters Score -978429.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -978463.875000 Penalty: 4499.938477
	Iteration 58Q: 3 clusters Score -978463.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -978495.437500 Penalty: 4499.938477
	Iteration 59Q: 3 clusters Score -978495.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -978533.687500 Penalty: 4499.938477
	Iteration 60F: 3 clusters Score -978533.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -978565.812500 Penalty: 4499.938477
	Iteration 61Q: 3 clusters Score -978565.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -978592.250000 Penalty: 4499.938477
	Iteration 62Q: 3 clusters Score -978592.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -978608.250000 Penalty: 4499.938477
	Iteration 63Q: 3 clusters Score -978608.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -978619.562500 Penalty: 4499.938477
	Iteration 64Q: 3 clusters Score -978619.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -978638.812500 Penalty: 4499.938477
	Iteration 65Q: 3 clusters Score -978638.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -978647.125000 Penalty: 4499.938477
	Iteration 66Q: 3 clusters Score -978647.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -978654.625000 Penalty: 4499.938477
	Iteration 67Q: 3 clusters Score -978654.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -978662.375000 Penalty: 4499.938477
	Iteration 68Q: 3 clusters Score -978662.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -978670.062500 Penalty: 4499.938477
	Iteration 69Q: 3 clusters Score -978670.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -978685.437500 Penalty: 4499.938477
	Iteration 70Q: 3 clusters Score -978685.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -978695.500000 Penalty: 4499.938477
	Iteration 71Q: 3 clusters Score -978695.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -978700.250000 Penalty: 4499.938477
	Iteration 72Q: 3 clusters Score -978700.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 8285 members 
Entering Unmasked Estep 
Score: -978701.437500 Penalty: 4499.938477
	Iteration 73Q: 3 clusters Score -978701.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -978704.812500 Penalty: 4499.938477
	Iteration 74Q: 3 clusters Score -978704.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -978704.562500 Penalty: 4499.938477
	Iteration 75Q: 3 clusters Score -978704.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 8289 members 
Entering Unmasked Estep 
Score: -978704.562500 Penalty: 4499.938477
	Iteration 76F: 3 clusters Score -978704.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188997 members 
Entering Unmasked Estep 
Score: -22362260.000000 Penalty: 3013.072754
	Iteration 0F: 2 clusters Score -2.236226e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94418 members 
Mstep: Class 2 contains 94579 members 
Entering Unmasked Estep 
Score: -22237206.000000 Penalty: 6026.145508
	Iteration 0F: 3 clusters Score -2.223721e+07 nChanged 90952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92908 members 
Mstep: Class 2 contains 96089 members 
Entering Unmasked Estep 
Score: -22290778.000000 Penalty: 6026.145508
	Iteration 1F: 3 clusters Score -2.229078e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91914 members 
Mstep: Class 2 contains 97083 members 
Entering Unmasked Estep 
Score: -22291726.000000 Penalty: 6026.145508
	Iteration 2Q: 3 clusters Score -2.229173e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90392 members 
Mstep: Class 2 contains 98605 members 
Entering Unmasked Estep 
Score: -22292806.000000 Penalty: 6026.145508
	Iteration 3Q: 3 clusters Score -2.229281e+07 nChanged 5662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87918 members 
Mstep: Class 2 contains 101079 members 
Entering Unmasked Estep 
Score: -22294122.000000 Penalty: 6026.145508
	Iteration 4Q: 3 clusters Score -2.229412e+07 nChanged 6242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84254 members 
Mstep: Class 2 contains 104743 members 
Entering Unmasked Estep 
Score: -22295930.000000 Penalty: 6026.145508
	Iteration 5Q: 3 clusters Score -2.229593e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78818 members 
Mstep: Class 2 contains 110179 members 
Entering Unmasked Estep 
Score: -22298854.000000 Penalty: 6026.145508
	Iteration 6Q: 3 clusters Score -2.229885e+07 nChanged 9254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70952 members 
Mstep: Class 2 contains 118045 members 
Entering Unmasked Estep 
Score: -22303428.000000 Penalty: 6026.145508
	Iteration 7Q: 3 clusters Score -2.230343e+07 nChanged 11465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60429 members 
Mstep: Class 2 contains 128568 members 
Entering Unmasked Estep 
Score: -22311020.000000 Penalty: 6026.145508
	Iteration 8F: 3 clusters Score -2.231102e+07 nChanged 13303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47868 members 
Mstep: Class 2 contains 141129 members 
Entering Unmasked Estep 
Score: -22321458.000000 Penalty: 6026.145508
	Iteration 9F: 3 clusters Score -2.232146e+07 nChanged 13389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 153956 members 
Entering Unmasked Estep 
Score: -22333134.000000 Penalty: 6026.145508
	Iteration 10F: 3 clusters Score -2.233313e+07 nChanged 10926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24599 members 
Mstep: Class 2 contains 164398 members 
Entering Unmasked Estep 
Score: -22342346.000000 Penalty: 6026.145508
	Iteration 11F: 3 clusters Score -2.234235e+07 nChanged 7682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 171768 members 
Entering Unmasked Estep 
Score: -22348550.000000 Penalty: 6026.145508
	Iteration 12Q: 3 clusters Score -2.234855e+07 nChanged 5364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 176924 members 
Entering Unmasked Estep 
Score: -22352634.000000 Penalty: 6026.145508
	Iteration 13Q: 3 clusters Score -2.235263e+07 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 180522 members 
Entering Unmasked Estep 
Score: -22355304.000000 Penalty: 6026.145508
	Iteration 14Q: 3 clusters Score -2.23553e+07 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 183019 members 
Entering Unmasked Estep 
Score: -22357034.000000 Penalty: 6026.145508
	Iteration 15Q: 3 clusters Score -2.235703e+07 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 184657 members 
Entering Unmasked Estep 
Score: -22358032.000000 Penalty: 6026.145508
	Iteration 16Q: 3 clusters Score -2.235803e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 185750 members 
Entering Unmasked Estep 
Score: -22358788.000000 Penalty: 6026.145508
	Iteration 17Q: 3 clusters Score -2.235879e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 186493 members 
Entering Unmasked Estep 
Score: -22359278.000000 Penalty: 6026.145508
	Iteration 18Q: 3 clusters Score -2.235928e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 186951 members 
Entering Unmasked Estep 
Score: -22359440.000000 Penalty: 6026.145508
	Iteration 19Q: 3 clusters Score -2.235944e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 187237 members 
Entering Unmasked Estep 
Score: -22359596.000000 Penalty: 6026.145508
	Iteration 20F: 3 clusters Score -2.23596e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 187441 members 
Entering Unmasked Estep 
Score: -22359644.000000 Penalty: 6026.145508
	Iteration 21Q: 3 clusters Score -2.235964e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 187577 members 
Entering Unmasked Estep 
Score: -22359728.000000 Penalty: 6026.145508
	Iteration 22Q: 3 clusters Score -2.235973e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 187677 members 
Entering Unmasked Estep 
Score: -22359782.000000 Penalty: 6026.145508
	Iteration 23Q: 3 clusters Score -2.235978e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 187746 members 
Entering Unmasked Estep 
Score: -22359836.000000 Penalty: 6026.145508
	Iteration 24Q: 3 clusters Score -2.235984e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 187796 members 
Entering Unmasked Estep 
Score: -22359876.000000 Penalty: 6026.145508
	Iteration 25Q: 3 clusters Score -2.235988e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 187840 members 
Entering Unmasked Estep 
Score: -22359910.000000 Penalty: 6026.145508
	Iteration 26Q: 3 clusters Score -2.235991e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 187868 members 
Entering Unmasked Estep 
Score: -22359892.000000 Penalty: 6026.145508
	Iteration 27Q: 3 clusters Score -2.235989e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 187895 members 
Entering Unmasked Estep 
Score: -22359912.000000 Penalty: 6026.145508
	Iteration 28Q: 3 clusters Score -2.235991e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 187914 members 
Entering Unmasked Estep 
Score: -22359898.000000 Penalty: 6026.145508
	Iteration 29Q: 3 clusters Score -2.23599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 187928 members 
Entering Unmasked Estep 
Score: -22359946.000000 Penalty: 6026.145508
	Iteration 30Q: 3 clusters Score -2.235995e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 187944 members 
Entering Unmasked Estep 
Score: -22359948.000000 Penalty: 6026.145508
	Iteration 31Q: 3 clusters Score -2.235995e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 187964 members 
Entering Unmasked Estep 
Score: -22359996.000000 Penalty: 6026.145508
	Iteration 32Q: 3 clusters Score -2.236e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 187979 members 
Entering Unmasked Estep 
Score: -22360014.000000 Penalty: 6026.145508
	Iteration 33Q: 3 clusters Score -2.236001e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 187989 members 
Entering Unmasked Estep 
Score: -22360010.000000 Penalty: 6026.145508
	Iteration 34Q: 3 clusters Score -2.236001e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 188000 members 
Entering Unmasked Estep 
Score: -22360016.000000 Penalty: 6026.145508
	Iteration 35Q: 3 clusters Score -2.236002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 188002 members 
Entering Unmasked Estep 
Score: -22360016.000000 Penalty: 6026.145508
	Iteration 36Q: 3 clusters Score -2.236002e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 188002 members 
Entering Unmasked Estep 
Score: -22360014.000000 Penalty: 6026.145508
	Iteration 37Q: 3 clusters Score -2.236001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 188008 members 
Entering Unmasked Estep 
Score: -22360020.000000 Penalty: 6026.145508
	Iteration 38Q: 3 clusters Score -2.236002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 188015 members 
Entering Unmasked Estep 
Score: -22360016.000000 Penalty: 6026.145508
	Iteration 39Q: 3 clusters Score -2.236002e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 188019 members 
Entering Unmasked Estep 
Score: -22360012.000000 Penalty: 6026.145508
	Iteration 40F: 3 clusters Score -2.236001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 188023 members 
Entering Unmasked Estep 
Score: -22360022.000000 Penalty: 6026.145508
	Iteration 41Q: 3 clusters Score -2.236002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 188026 members 
Entering Unmasked Estep 
Score: -22360020.000000 Penalty: 6026.145508
	Iteration 42Q: 3 clusters Score -2.236002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 188030 members 
Entering Unmasked Estep 
Score: -22360004.000000 Penalty: 6026.145508
	Iteration 43Q: 3 clusters Score -2.236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 188037 members 
Entering Unmasked Estep 
Score: -22360024.000000 Penalty: 6026.145508
	Iteration 44Q: 3 clusters Score -2.236002e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 188044 members 
Entering Unmasked Estep 
Score: -22360022.000000 Penalty: 6026.145508
	Iteration 45Q: 3 clusters Score -2.236002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 188046 members 
Entering Unmasked Estep 
Score: -22360018.000000 Penalty: 6026.145508
	Iteration 46Q: 3 clusters Score -2.236002e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 188049 members 
Entering Unmasked Estep 
Score: -22360014.000000 Penalty: 6026.145508
	Iteration 47Q: 3 clusters Score -2.236001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 188052 members 
Entering Unmasked Estep 
Score: -22360020.000000 Penalty: 6026.145508
	Iteration 48Q: 3 clusters Score -2.236002e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 188054 members 
Entering Unmasked Estep 
Score: -22360018.000000 Penalty: 6026.145508
	Iteration 49Q: 3 clusters Score -2.236002e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 188059 members 
Entering Unmasked Estep 
Score: -22360008.000000 Penalty: 6026.145508
	Iteration 50Q: 3 clusters Score -2.236001e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 188067 members 
Entering Unmasked Estep 
Score: -22360008.000000 Penalty: 6026.145508
	Iteration 51Q: 3 clusters Score -2.236001e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 188077 members 
Entering Unmasked Estep 
Score: -22360016.000000 Penalty: 6026.145508
	Iteration 52Q: 3 clusters Score -2.236002e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 188087 members 
Entering Unmasked Estep 
Score: -22360020.000000 Penalty: 6026.145508
	Iteration 53Q: 3 clusters Score -2.236002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 188091 members 
Entering Unmasked Estep 
Score: -22360014.000000 Penalty: 6026.145508
	Iteration 54Q: 3 clusters Score -2.236001e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 188092 members 
Entering Unmasked Estep 
Score: -22360026.000000 Penalty: 6026.145508
	Iteration 55Q: 3 clusters Score -2.236003e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 188099 members 
Entering Unmasked Estep 
Score: -22360060.000000 Penalty: 6026.145508
	Iteration 56Q: 3 clusters Score -2.236006e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 188099 members 
Entering Unmasked Estep 
Score: -22360046.000000 Penalty: 6026.145508
	Iteration 57Q: 3 clusters Score -2.236005e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 188102 members 
Entering Unmasked Estep 
Score: -22360044.000000 Penalty: 6026.145508
	Iteration 58Q: 3 clusters Score -2.236004e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 188104 members 
Entering Unmasked Estep 
Score: -22360058.000000 Penalty: 6026.145508
	Iteration 59Q: 3 clusters Score -2.236006e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 188107 members 
Entering Unmasked Estep 
Score: -22360066.000000 Penalty: 6026.145508
	Iteration 60F: 3 clusters Score -2.236007e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 188104 members 
Entering Unmasked Estep 
Score: -22360074.000000 Penalty: 6026.145508
	Iteration 61Q: 3 clusters Score -2.236007e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 188106 members 
Entering Unmasked Estep 
Score: -22360096.000000 Penalty: 6026.145508
	Iteration 62Q: 3 clusters Score -2.23601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 188102 members 
Entering Unmasked Estep 
Score: -22360080.000000 Penalty: 6026.145508
	Iteration 63Q: 3 clusters Score -2.236008e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 188105 members 
Entering Unmasked Estep 
Score: -22360076.000000 Penalty: 6026.145508
	Iteration 64Q: 3 clusters Score -2.236008e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 188104 members 
Entering Unmasked Estep 
Score: -22360100.000000 Penalty: 6026.145508
	Iteration 65Q: 3 clusters Score -2.23601e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 188110 members 
Entering Unmasked Estep 
Score: -22360096.000000 Penalty: 6026.145508
	Iteration 66Q: 3 clusters Score -2.23601e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 188111 members 
Entering Unmasked Estep 
Score: -22360106.000000 Penalty: 6026.145508
	Iteration 67Q: 3 clusters Score -2.236011e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 188113 members 
Entering Unmasked Estep 
Score: -22360126.000000 Penalty: 6026.145508
	Iteration 68Q: 3 clusters Score -2.236013e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 188113 members 
Entering Unmasked Estep 
Score: -22360124.000000 Penalty: 6026.145508
	Iteration 69Q: 3 clusters Score -2.236012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 188111 members 
Entering Unmasked Estep 
Score: -22360128.000000 Penalty: 6026.145508
	Iteration 70Q: 3 clusters Score -2.236013e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 188115 members 
Entering Unmasked Estep 
Score: -22360124.000000 Penalty: 6026.145508
	Iteration 71Q: 3 clusters Score -2.236012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 188121 members 
Entering Unmasked Estep 
Score: -22360136.000000 Penalty: 6026.145508
	Iteration 72Q: 3 clusters Score -2.236014e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 188124 members 
Entering Unmasked Estep 
Score: -22360136.000000 Penalty: 6026.145508
	Iteration 73Q: 3 clusters Score -2.236014e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 188126 members 
Entering Unmasked Estep 
Score: -22360132.000000 Penalty: 6026.145508
	Iteration 74Q: 3 clusters Score -2.236013e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 188128 members 
Entering Unmasked Estep 
Score: -22360128.000000 Penalty: 6026.145508
	Iteration 75Q: 3 clusters Score -2.236013e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 188129 members 
Entering Unmasked Estep 
Score: -22360138.000000 Penalty: 6026.145508
	Iteration 76Q: 3 clusters Score -2.236014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 188130 members 
Entering Unmasked Estep 
Score: -22360134.000000 Penalty: 6026.145508
	Iteration 77Q: 3 clusters Score -2.236013e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 188135 members 
Entering Unmasked Estep 
Score: -22360146.000000 Penalty: 6026.145508
	Iteration 78Q: 3 clusters Score -2.236015e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 188136 members 
Entering Unmasked Estep 
Score: -22360158.000000 Penalty: 6026.145508
	Iteration 79Q: 3 clusters Score -2.236016e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 188138 members 
Entering Unmasked Estep 
Score: -22360172.000000 Penalty: 6026.145508
	Iteration 80F: 3 clusters Score -2.236017e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 188136 members 
Entering Unmasked Estep 
Score: -22360186.000000 Penalty: 6026.145508
	Iteration 81Q: 3 clusters Score -2.236019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 188140 members 
Entering Unmasked Estep 
Score: -22360180.000000 Penalty: 6026.145508
	Iteration 82Q: 3 clusters Score -2.236018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 188140 members 
Entering Unmasked Estep 
Score: -22360180.000000 Penalty: 6026.145508
	Iteration 83Q: 3 clusters Score -2.236018e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 188144 members 
Entering Unmasked Estep 
Score: -22360186.000000 Penalty: 6026.145508
	Iteration 84Q: 3 clusters Score -2.236019e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 188146 members 
Entering Unmasked Estep 
Score: -22360190.000000 Penalty: 6026.145508
	Iteration 85Q: 3 clusters Score -2.236019e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 188154 members 
Entering Unmasked Estep 
Score: -22360198.000000 Penalty: 6026.145508
	Iteration 86Q: 3 clusters Score -2.23602e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 188166 members 
Entering Unmasked Estep 
Score: -22360218.000000 Penalty: 6026.145508
	Iteration 87Q: 3 clusters Score -2.236022e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 188173 members 
Entering Unmasked Estep 
Score: -22360226.000000 Penalty: 6026.145508
	Iteration 88Q: 3 clusters Score -2.236023e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 188179 members 
Entering Unmasked Estep 
Score: -22360232.000000 Penalty: 6026.145508
	Iteration 89Q: 3 clusters Score -2.236023e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 188179 members 
Entering Unmasked Estep 
Score: -22360216.000000 Penalty: 6026.145508
	Iteration 90Q: 3 clusters Score -2.236022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 188177 members 
Entering Unmasked Estep 
Score: -22360228.000000 Penalty: 6026.145508
	Iteration 91Q: 3 clusters Score -2.236023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 188180 members 
Entering Unmasked Estep 
Score: -22360230.000000 Penalty: 6026.145508
	Iteration 92Q: 3 clusters Score -2.236023e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 188182 members 
Entering Unmasked Estep 
Score: -22360224.000000 Penalty: 6026.145508
	Iteration 93Q: 3 clusters Score -2.236022e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 188180 members 
Entering Unmasked Estep 
Score: -22360226.000000 Penalty: 6026.145508
	Iteration 94Q: 3 clusters Score -2.236023e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 188179 members 
Entering Unmasked Estep 
Score: -22360230.000000 Penalty: 6026.145508
	Iteration 95Q: 3 clusters Score -2.236023e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 188179 members 
Entering Unmasked Estep 
Score: -22360230.000000 Penalty: 6026.145508
	Iteration 96F: 3 clusters Score -2.236023e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (52974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52974 members 
Entering Unmasked Estep 
Score: -6345298.500000 Penalty: 2697.634033
	Iteration 0F: 2 clusters Score -6345298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -6309841.000000 Penalty: 5395.268066
	Iteration 0F: 3 clusters Score -6309841 nChanged 24280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 25312 members 
Entering Unmasked Estep 
Score: -6323279.500000 Penalty: 5395.268066
	Iteration 1F: 3 clusters Score -6323280 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28399 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -6324061.500000 Penalty: 5395.268066
	Iteration 2Q: 3 clusters Score -6324062 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -6325005.500000 Penalty: 5395.268066
	Iteration 3Q: 3 clusters Score -6325006 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30923 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -6326423.000000 Penalty: 5395.268066
	Iteration 4F: 3 clusters Score -6326423 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -6328508.000000 Penalty: 5395.268066
	Iteration 5F: 3 clusters Score -6328508 nChanged 3823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 17455 members 
Entering Unmasked Estep 
Score: -6331460.000000 Penalty: 5395.268066
	Iteration 6F: 3 clusters Score -6331460 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38203 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -6334920.000000 Penalty: 5395.268066
	Iteration 7F: 3 clusters Score -6334920 nChanged 3294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -6337961.000000 Penalty: 5395.268066
	Iteration 8F: 3 clusters Score -6337961 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41742 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -6339721.500000 Penalty: 5395.268066
	Iteration 9Q: 3 clusters Score -6339722 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -6340493.500000 Penalty: 5395.268066
	Iteration 10Q: 3 clusters Score -6340494 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -6340863.500000 Penalty: 5395.268066
	Iteration 11Q: 3 clusters Score -6340864 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43978 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -6341100.000000 Penalty: 5395.268066
	Iteration 12Q: 3 clusters Score -6341100 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44529 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -6341279.000000 Penalty: 5395.268066
	Iteration 13Q: 3 clusters Score -6341279 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45019 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -6341411.500000 Penalty: 5395.268066
	Iteration 14Q: 3 clusters Score -6341412 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -6341597.000000 Penalty: 5395.268066
	Iteration 15Q: 3 clusters Score -6341597 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46009 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -6341764.500000 Penalty: 5395.268066
	Iteration 16Q: 3 clusters Score -6341764 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46449 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -6341919.500000 Penalty: 5395.268066
	Iteration 17Q: 3 clusters Score -6341920 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -6342064.500000 Penalty: 5395.268066
	Iteration 18Q: 3 clusters Score -6342064 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -6342190.500000 Penalty: 5395.268066
	Iteration 19Q: 3 clusters Score -6342190 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -6342298.000000 Penalty: 5395.268066
	Iteration 20F: 3 clusters Score -6342298 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -6342362.000000 Penalty: 5395.268066
	Iteration 21Q: 3 clusters Score -6342362 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48123 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -6342444.000000 Penalty: 5395.268066
	Iteration 22Q: 3 clusters Score -6342444 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -6342523.000000 Penalty: 5395.268066
	Iteration 23Q: 3 clusters Score -6342523 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48601 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -6342589.500000 Penalty: 5395.268066
	Iteration 24Q: 3 clusters Score -6342590 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48825 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -6342660.000000 Penalty: 5395.268066
	Iteration 25Q: 3 clusters Score -6342660 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49043 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -6342703.000000 Penalty: 5395.268066
	Iteration 26Q: 3 clusters Score -6342703 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -6342769.500000 Penalty: 5395.268066
	Iteration 27Q: 3 clusters Score -6342770 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49407 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -6342808.500000 Penalty: 5395.268066
	Iteration 28Q: 3 clusters Score -6342808 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49553 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -6342863.500000 Penalty: 5395.268066
	Iteration 29Q: 3 clusters Score -6342864 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -6342899.000000 Penalty: 5395.268066
	Iteration 30Q: 3 clusters Score -6342899 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49830 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -6342941.000000 Penalty: 5395.268066
	Iteration 31Q: 3 clusters Score -6342941 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -6342989.000000 Penalty: 5395.268066
	Iteration 32Q: 3 clusters Score -6342989 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -6343005.500000 Penalty: 5395.268066
	Iteration 33Q: 3 clusters Score -6343006 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50122 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -6343020.000000 Penalty: 5395.268066
	Iteration 34Q: 3 clusters Score -6343020 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50195 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -6343033.500000 Penalty: 5395.268066
	Iteration 35Q: 3 clusters Score -6343034 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50280 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -6343043.000000 Penalty: 5395.268066
	Iteration 36Q: 3 clusters Score -6343043 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50361 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -6343084.000000 Penalty: 5395.268066
	Iteration 37Q: 3 clusters Score -6343084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50447 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6343115.500000 Penalty: 5395.268066
	Iteration 38Q: 3 clusters Score -6343116 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50523 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -6343144.500000 Penalty: 5395.268066
	Iteration 39Q: 3 clusters Score -6343144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50598 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -6343171.500000 Penalty: 5395.268066
	Iteration 40F: 3 clusters Score -6343172 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50657 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -6343187.000000 Penalty: 5395.268066
	Iteration 41Q: 3 clusters Score -6343187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -6343202.500000 Penalty: 5395.268066
	Iteration 42Q: 3 clusters Score -6343202 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50742 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -6343200.500000 Penalty: 5395.268066
	Iteration 43Q: 3 clusters Score -6343200 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50778 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -6343212.500000 Penalty: 5395.268066
	Iteration 44Q: 3 clusters Score -6343212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -6343233.000000 Penalty: 5395.268066
	Iteration 45Q: 3 clusters Score -6343233 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50855 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -6343240.000000 Penalty: 5395.268066
	Iteration 46Q: 3 clusters Score -6343240 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50886 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -6343251.500000 Penalty: 5395.268066
	Iteration 47Q: 3 clusters Score -6343252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50912 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -6343252.500000 Penalty: 5395.268066
	Iteration 48Q: 3 clusters Score -6343252 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50938 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -6343268.000000 Penalty: 5395.268066
	Iteration 49Q: 3 clusters Score -6343268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50966 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -6343284.500000 Penalty: 5395.268066
	Iteration 50Q: 3 clusters Score -6343284 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50989 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -6343275.500000 Penalty: 5395.268066
	Iteration 51Q: 3 clusters Score -6343276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51004 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -6343282.000000 Penalty: 5395.268066
	Iteration 52Q: 3 clusters Score -6343282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51020 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -6343291.000000 Penalty: 5395.268066
	Iteration 53Q: 3 clusters Score -6343291 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51037 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -6343284.000000 Penalty: 5395.268066
	Iteration 54Q: 3 clusters Score -6343284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51049 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -6343291.500000 Penalty: 5395.268066
	Iteration 55Q: 3 clusters Score -6343292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6343295.000000 Penalty: 5395.268066
	Iteration 56Q: 3 clusters Score -6343295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51077 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -6343296.500000 Penalty: 5395.268066
	Iteration 57Q: 3 clusters Score -6343296 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51103 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -6343296.500000 Penalty: 5395.268066
	Iteration 58Q: 3 clusters Score -6343296 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51126 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6343304.500000 Penalty: 5395.268066
	Iteration 59Q: 3 clusters Score -6343304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51139 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6343295.000000 Penalty: 5395.268066
	Iteration 60F: 3 clusters Score -6343295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6343302.000000 Penalty: 5395.268066
	Iteration 61Q: 3 clusters Score -6343302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51158 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -6343310.000000 Penalty: 5395.268066
	Iteration 62Q: 3 clusters Score -6343310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51170 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -6343303.000000 Penalty: 5395.268066
	Iteration 63Q: 3 clusters Score -6343303 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51184 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -6343304.500000 Penalty: 5395.268066
	Iteration 64Q: 3 clusters Score -6343304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6343303.000000 Penalty: 5395.268066
	Iteration 65Q: 3 clusters Score -6343303 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51201 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -6343311.000000 Penalty: 5395.268066
	Iteration 66Q: 3 clusters Score -6343311 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51209 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -6343316.000000 Penalty: 5395.268066
	Iteration 67Q: 3 clusters Score -6343316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6343316.000000 Penalty: 5395.268066
	Iteration 68Q: 3 clusters Score -6343316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51216 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6343316.000000 Penalty: 5395.268066
	Iteration 69F: 3 clusters Score -6343316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12226 members 
Entering Unmasked Estep 
Score: -1360686.125000 Penalty: 2334.007324
	Iteration 0F: 2 clusters Score -1360686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1351490.750000 Penalty: 4668.014648
	Iteration 0F: 3 clusters Score -1351491 nChanged 5212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5840 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1354470.250000 Penalty: 4668.014648
	Iteration 1F: 3 clusters Score -1354470 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6609 members 
Entering Unmasked Estep 
Score: -1355093.250000 Penalty: 4668.014648
	Iteration 2F: 3 clusters Score -1355093 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1355923.250000 Penalty: 4668.014648
	Iteration 3F: 3 clusters Score -1355923 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -1356802.375000 Penalty: 4668.014648
	Iteration 4F: 3 clusters Score -1356802 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1357548.500000 Penalty: 4668.014648
	Iteration 5F: 3 clusters Score -1357548 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1358118.500000 Penalty: 4668.014648
	Iteration 6F: 3 clusters Score -1358118 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1358437.625000 Penalty: 4668.014648
	Iteration 7Q: 3 clusters Score -1358438 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1358613.500000 Penalty: 4668.014648
	Iteration 8Q: 3 clusters Score -1358614 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1358719.000000 Penalty: 4668.014648
	Iteration 9Q: 3 clusters Score -1358719 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -1358806.875000 Penalty: 4668.014648
	Iteration 10Q: 3 clusters Score -1358807 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1358885.000000 Penalty: 4668.014648
	Iteration 11Q: 3 clusters Score -1358885 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1358949.000000 Penalty: 4668.014648
	Iteration 12Q: 3 clusters Score -1358949 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1359008.250000 Penalty: 4668.014648
	Iteration 13Q: 3 clusters Score -1359008 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -1359053.250000 Penalty: 4668.014648
	Iteration 14Q: 3 clusters Score -1359053 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1359095.250000 Penalty: 4668.014648
	Iteration 15Q: 3 clusters Score -1359095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1359134.250000 Penalty: 4668.014648
	Iteration 16Q: 3 clusters Score -1359134 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1359169.750000 Penalty: 4668.014648
	Iteration 17Q: 3 clusters Score -1359170 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1359196.250000 Penalty: 4668.014648
	Iteration 18Q: 3 clusters Score -1359196 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 9914 members 
Entering Unmasked Estep 
Score: -1359218.125000 Penalty: 4668.014648
	Iteration 19Q: 3 clusters Score -1359218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1359237.875000 Penalty: 4668.014648
	Iteration 20F: 3 clusters Score -1359238 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -1359251.125000 Penalty: 4668.014648
	Iteration 21Q: 3 clusters Score -1359251 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1359271.750000 Penalty: 4668.014648
	Iteration 22Q: 3 clusters Score -1359272 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -1359280.125000 Penalty: 4668.014648
	Iteration 23Q: 3 clusters Score -1359280 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -1359297.000000 Penalty: 4668.014648
	Iteration 24Q: 3 clusters Score -1359297 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1359310.625000 Penalty: 4668.014648
	Iteration 25Q: 3 clusters Score -1359311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1359327.625000 Penalty: 4668.014648
	Iteration 26Q: 3 clusters Score -1359328 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -1359347.125000 Penalty: 4668.014648
	Iteration 27Q: 3 clusters Score -1359347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1359363.625000 Penalty: 4668.014648
	Iteration 28Q: 3 clusters Score -1359364 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 10340 members 
Entering Unmasked Estep 
Score: -1359378.625000 Penalty: 4668.014648
	Iteration 29Q: 3 clusters Score -1359379 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1359397.750000 Penalty: 4668.014648
	Iteration 30Q: 3 clusters Score -1359398 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -1359408.625000 Penalty: 4668.014648
	Iteration 31Q: 3 clusters Score -1359409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1359430.250000 Penalty: 4668.014648
	Iteration 32Q: 3 clusters Score -1359430 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1359450.125000 Penalty: 4668.014648
	Iteration 33Q: 3 clusters Score -1359450 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1359466.250000 Penalty: 4668.014648
	Iteration 34Q: 3 clusters Score -1359466 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -1359483.875000 Penalty: 4668.014648
	Iteration 35Q: 3 clusters Score -1359484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1359499.375000 Penalty: 4668.014648
	Iteration 36Q: 3 clusters Score -1359499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -1359518.750000 Penalty: 4668.014648
	Iteration 37Q: 3 clusters Score -1359519 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1359536.000000 Penalty: 4668.014648
	Iteration 38Q: 3 clusters Score -1359536 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -1359556.750000 Penalty: 4668.014648
	Iteration 39Q: 3 clusters Score -1359557 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -1359572.750000 Penalty: 4668.014648
	Iteration 40F: 3 clusters Score -1359573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1359581.125000 Penalty: 4668.014648
	Iteration 41Q: 3 clusters Score -1359581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -1359589.250000 Penalty: 4668.014648
	Iteration 42Q: 3 clusters Score -1359589 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -1359594.000000 Penalty: 4668.014648
	Iteration 43Q: 3 clusters Score -1359594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1359594.750000 Penalty: 4668.014648
	Iteration 44Q: 3 clusters Score -1359595 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1359599.125000 Penalty: 4668.014648
	Iteration 45Q: 3 clusters Score -1359599 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1359596.375000 Penalty: 4668.014648
	Iteration 46Q: 3 clusters Score -1359596 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1359600.125000 Penalty: 4668.014648
	Iteration 47Q: 3 clusters Score -1359600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1359604.250000 Penalty: 4668.014648
	Iteration 48Q: 3 clusters Score -1359604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1359601.750000 Penalty: 4668.014648
	Iteration 49Q: 3 clusters Score -1359602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1359602.000000 Penalty: 4668.014648
	Iteration 50Q: 3 clusters Score -1359602 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -1359602.000000 Penalty: 4668.014648
	Iteration 51F: 3 clusters Score -1359602 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -47908.957031 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -47908.96 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -46436.980469 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -46436.98 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -46642.042969 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -46642.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46712.386719 Penalty: 3053.861572
	Iteration 2F: 3 clusters Score -46712.39 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -46752.851562 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -46752.85 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46764.628906 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -46764.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46776.703125 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -46776.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46781.304688 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -46781.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46781.304688 Penalty: 3053.861572
	Iteration 7F: 3 clusters Score -46781.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (169080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169080 members 
Entering Unmasked Estep 
Score: -20010606.000000 Penalty: 2985.455566
	Iteration 0F: 2 clusters Score -2.001061e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84616 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -19898146.000000 Penalty: 5970.911133
	Iteration 0F: 3 clusters Score -1.989815e+07 nChanged 80813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 84599 members 
Entering Unmasked Estep 
Score: -19945582.000000 Penalty: 5970.911133
	Iteration 1F: 3 clusters Score -1.994558e+07 nChanged 5368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84531 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -19946866.000000 Penalty: 5970.911133
	Iteration 2Q: 3 clusters Score -1.994687e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84700 members 
Mstep: Class 2 contains 84380 members 
Entering Unmasked Estep 
Score: -19948598.000000 Penalty: 5970.911133
	Iteration 3Q: 3 clusters Score -1.99486e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84854 members 
Mstep: Class 2 contains 84226 members 
Entering Unmasked Estep 
Score: -19950412.000000 Penalty: 5970.911133
	Iteration 4Q: 3 clusters Score -1.995041e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85045 members 
Mstep: Class 2 contains 84035 members 
Entering Unmasked Estep 
Score: -19953292.000000 Penalty: 5970.911133
	Iteration 5Q: 3 clusters Score -1.995329e+07 nChanged 7953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -19957212.000000 Penalty: 5970.911133
	Iteration 6Q: 3 clusters Score -1.995721e+07 nChanged 9236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85604 members 
Mstep: Class 2 contains 83476 members 
Entering Unmasked Estep 
Score: -19962856.000000 Penalty: 5970.911133
	Iteration 7F: 3 clusters Score -1.996286e+07 nChanged 10440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85826 members 
Mstep: Class 2 contains 83254 members 
Entering Unmasked Estep 
Score: -19970400.000000 Penalty: 5970.911133
	Iteration 8F: 3 clusters Score -1.99704e+07 nChanged 10739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85821 members 
Mstep: Class 2 contains 83259 members 
Entering Unmasked Estep 
Score: -19977712.000000 Penalty: 5970.911133
	Iteration 9F: 3 clusters Score -1.997771e+07 nChanged 8773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85790 members 
Mstep: Class 2 contains 83290 members 
Entering Unmasked Estep 
Score: -19981872.000000 Penalty: 5970.911133
	Iteration 10F: 3 clusters Score -1.998187e+07 nChanged 5542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85848 members 
Mstep: Class 2 contains 83232 members 
Entering Unmasked Estep 
Score: -19983210.000000 Penalty: 5970.911133
	Iteration 11Q: 3 clusters Score -1.998321e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85914 members 
Mstep: Class 2 contains 83166 members 
Entering Unmasked Estep 
Score: -19983520.000000 Penalty: 5970.911133
	Iteration 12Q: 3 clusters Score -1.998352e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86003 members 
Mstep: Class 2 contains 83077 members 
Entering Unmasked Estep 
Score: -19983938.000000 Penalty: 5970.911133
	Iteration 13Q: 3 clusters Score -1.998394e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86090 members 
Mstep: Class 2 contains 82990 members 
Entering Unmasked Estep 
Score: -19984238.000000 Penalty: 5970.911133
	Iteration 14Q: 3 clusters Score -1.998424e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 82886 members 
Entering Unmasked Estep 
Score: -19984514.000000 Penalty: 5970.911133
	Iteration 15Q: 3 clusters Score -1.998451e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86266 members 
Mstep: Class 2 contains 82814 members 
Entering Unmasked Estep 
Score: -19984786.000000 Penalty: 5970.911133
	Iteration 16Q: 3 clusters Score -1.998479e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 82808 members 
Entering Unmasked Estep 
Score: -19985058.000000 Penalty: 5970.911133
	Iteration 17Q: 3 clusters Score -1.998506e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86234 members 
Mstep: Class 2 contains 82846 members 
Entering Unmasked Estep 
Score: -19985168.000000 Penalty: 5970.911133
	Iteration 18Q: 3 clusters Score -1.998517e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86169 members 
Mstep: Class 2 contains 82911 members 
Entering Unmasked Estep 
Score: -19985542.000000 Penalty: 5970.911133
	Iteration 19Q: 3 clusters Score -1.998554e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86101 members 
Mstep: Class 2 contains 82979 members 
Entering Unmasked Estep 
Score: -19985786.000000 Penalty: 5970.911133
	Iteration 20F: 3 clusters Score -1.998579e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85963 members 
Mstep: Class 2 contains 83117 members 
Entering Unmasked Estep 
Score: -19986046.000000 Penalty: 5970.911133
	Iteration 21Q: 3 clusters Score -1.998605e+07 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85723 members 
Mstep: Class 2 contains 83357 members 
Entering Unmasked Estep 
Score: -19986442.000000 Penalty: 5970.911133
	Iteration 22Q: 3 clusters Score -1.998644e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 83526 members 
Entering Unmasked Estep 
Score: -19986800.000000 Penalty: 5970.911133
	Iteration 23Q: 3 clusters Score -1.99868e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85450 members 
Mstep: Class 2 contains 83630 members 
Entering Unmasked Estep 
Score: -19987178.000000 Penalty: 5970.911133
	Iteration 24Q: 3 clusters Score -1.998718e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85410 members 
Mstep: Class 2 contains 83670 members 
Entering Unmasked Estep 
Score: -19987516.000000 Penalty: 5970.911133
	Iteration 25Q: 3 clusters Score -1.998752e+07 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85320 members 
Mstep: Class 2 contains 83760 members 
Entering Unmasked Estep 
Score: -19987800.000000 Penalty: 5970.911133
	Iteration 26Q: 3 clusters Score -1.99878e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85234 members 
Mstep: Class 2 contains 83846 members 
Entering Unmasked Estep 
Score: -19987970.000000 Penalty: 5970.911133
	Iteration 27Q: 3 clusters Score -1.998797e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85131 members 
Mstep: Class 2 contains 83949 members 
Entering Unmasked Estep 
Score: -19988240.000000 Penalty: 5970.911133
	Iteration 28Q: 3 clusters Score -1.998824e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85054 members 
Mstep: Class 2 contains 84026 members 
Entering Unmasked Estep 
Score: -19988778.000000 Penalty: 5970.911133
	Iteration 29Q: 3 clusters Score -1.998878e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84993 members 
Mstep: Class 2 contains 84087 members 
Entering Unmasked Estep 
Score: -19988958.000000 Penalty: 5970.911133
	Iteration 30Q: 3 clusters Score -1.998896e+07 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84958 members 
Mstep: Class 2 contains 84122 members 
Entering Unmasked Estep 
Score: -19989284.000000 Penalty: 5970.911133
	Iteration 31Q: 3 clusters Score -1.998928e+07 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84903 members 
Mstep: Class 2 contains 84177 members 
Entering Unmasked Estep 
Score: -19989534.000000 Penalty: 5970.911133
	Iteration 32Q: 3 clusters Score -1.998953e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84861 members 
Mstep: Class 2 contains 84219 members 
Entering Unmasked Estep 
Score: -19989804.000000 Penalty: 5970.911133
	Iteration 33Q: 3 clusters Score -1.99898e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84872 members 
Mstep: Class 2 contains 84208 members 
Entering Unmasked Estep 
Score: -19990056.000000 Penalty: 5970.911133
	Iteration 34Q: 3 clusters Score -1.999006e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84862 members 
Mstep: Class 2 contains 84218 members 
Entering Unmasked Estep 
Score: -19990428.000000 Penalty: 5970.911133
	Iteration 35Q: 3 clusters Score -1.999043e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84833 members 
Mstep: Class 2 contains 84247 members 
Entering Unmasked Estep 
Score: -19990626.000000 Penalty: 5970.911133
	Iteration 36Q: 3 clusters Score -1.999063e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84806 members 
Mstep: Class 2 contains 84274 members 
Entering Unmasked Estep 
Score: -19990818.000000 Penalty: 5970.911133
	Iteration 37Q: 3 clusters Score -1.999082e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84784 members 
Mstep: Class 2 contains 84296 members 
Entering Unmasked Estep 
Score: -19990996.000000 Penalty: 5970.911133
	Iteration 38Q: 3 clusters Score -1.9991e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84794 members 
Mstep: Class 2 contains 84286 members 
Entering Unmasked Estep 
Score: -19991102.000000 Penalty: 5970.911133
	Iteration 39Q: 3 clusters Score -1.99911e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84838 members 
Mstep: Class 2 contains 84242 members 
Entering Unmasked Estep 
Score: -19991162.000000 Penalty: 5970.911133
	Iteration 40F: 3 clusters Score -1.999116e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84874 members 
Mstep: Class 2 contains 84206 members 
Entering Unmasked Estep 
Score: -19991226.000000 Penalty: 5970.911133
	Iteration 41Q: 3 clusters Score -1.999123e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84899 members 
Mstep: Class 2 contains 84181 members 
Entering Unmasked Estep 
Score: -19991234.000000 Penalty: 5970.911133
	Iteration 42Q: 3 clusters Score -1.999123e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84935 members 
Mstep: Class 2 contains 84145 members 
Entering Unmasked Estep 
Score: -19991236.000000 Penalty: 5970.911133
	Iteration 43Q: 3 clusters Score -1.999124e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85015 members 
Mstep: Class 2 contains 84065 members 
Entering Unmasked Estep 
Score: -19991226.000000 Penalty: 5970.911133
	Iteration 44Q: 3 clusters Score -1.999123e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85047 members 
Mstep: Class 2 contains 84033 members 
Entering Unmasked Estep 
Score: -19991220.000000 Penalty: 5970.911133
	Iteration 45Q: 3 clusters Score -1.999122e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85071 members 
Mstep: Class 2 contains 84009 members 
Entering Unmasked Estep 
Score: -19991280.000000 Penalty: 5970.911133
	Iteration 46Q: 3 clusters Score -1.999128e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 83957 members 
Entering Unmasked Estep 
Score: -19991326.000000 Penalty: 5970.911133
	Iteration 47Q: 3 clusters Score -1.999133e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85166 members 
Mstep: Class 2 contains 83914 members 
Entering Unmasked Estep 
Score: -19991400.000000 Penalty: 5970.911133
	Iteration 48Q: 3 clusters Score -1.99914e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85208 members 
Mstep: Class 2 contains 83872 members 
Entering Unmasked Estep 
Score: -19991418.000000 Penalty: 5970.911133
	Iteration 49Q: 3 clusters Score -1.999142e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85277 members 
Mstep: Class 2 contains 83803 members 
Entering Unmasked Estep 
Score: -19991396.000000 Penalty: 5970.911133
	Iteration 50Q: 3 clusters Score -1.99914e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85346 members 
Mstep: Class 2 contains 83734 members 
Entering Unmasked Estep 
Score: -19991458.000000 Penalty: 5970.911133
	Iteration 51Q: 3 clusters Score -1.999146e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85407 members 
Mstep: Class 2 contains 83673 members 
Entering Unmasked Estep 
Score: -19991460.000000 Penalty: 5970.911133
	Iteration 52Q: 3 clusters Score -1.999146e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85491 members 
Mstep: Class 2 contains 83589 members 
Entering Unmasked Estep 
Score: -19991466.000000 Penalty: 5970.911133
	Iteration 53Q: 3 clusters Score -1.999147e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Mstep: Class 2 contains 83519 members 
Entering Unmasked Estep 
Score: -19991438.000000 Penalty: 5970.911133
	Iteration 54Q: 3 clusters Score -1.999144e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85612 members 
Mstep: Class 2 contains 83468 members 
Entering Unmasked Estep 
Score: -19991438.000000 Penalty: 5970.911133
	Iteration 55Q: 3 clusters Score -1.999144e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85659 members 
Mstep: Class 2 contains 83421 members 
Entering Unmasked Estep 
Score: -19991462.000000 Penalty: 5970.911133
	Iteration 56Q: 3 clusters Score -1.999146e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85719 members 
Mstep: Class 2 contains 83361 members 
Entering Unmasked Estep 
Score: -19991492.000000 Penalty: 5970.911133
	Iteration 57Q: 3 clusters Score -1.999149e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85780 members 
Mstep: Class 2 contains 83300 members 
Entering Unmasked Estep 
Score: -19991500.000000 Penalty: 5970.911133
	Iteration 58Q: 3 clusters Score -1.99915e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85850 members 
Mstep: Class 2 contains 83230 members 
Entering Unmasked Estep 
Score: -19991458.000000 Penalty: 5970.911133
	Iteration 59Q: 3 clusters Score -1.999146e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85894 members 
Mstep: Class 2 contains 83186 members 
Entering Unmasked Estep 
Score: -19991446.000000 Penalty: 5970.911133
	Iteration 60F: 3 clusters Score -1.999145e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85961 members 
Mstep: Class 2 contains 83119 members 
Entering Unmasked Estep 
Score: -19991416.000000 Penalty: 5970.911133
	Iteration 61Q: 3 clusters Score -1.999142e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86032 members 
Mstep: Class 2 contains 83048 members 
Entering Unmasked Estep 
Score: -19991422.000000 Penalty: 5970.911133
	Iteration 62Q: 3 clusters Score -1.999142e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86102 members 
Mstep: Class 2 contains 82978 members 
Entering Unmasked Estep 
Score: -19991432.000000 Penalty: 5970.911133
	Iteration 63Q: 3 clusters Score -1.999143e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86164 members 
Mstep: Class 2 contains 82916 members 
Entering Unmasked Estep 
Score: -19991454.000000 Penalty: 5970.911133
	Iteration 64Q: 3 clusters Score -1.999145e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86225 members 
Mstep: Class 2 contains 82855 members 
Entering Unmasked Estep 
Score: -19991458.000000 Penalty: 5970.911133
	Iteration 65Q: 3 clusters Score -1.999146e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86289 members 
Mstep: Class 2 contains 82791 members 
Entering Unmasked Estep 
Score: -19991466.000000 Penalty: 5970.911133
	Iteration 66Q: 3 clusters Score -1.999147e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86357 members 
Mstep: Class 2 contains 82723 members 
Entering Unmasked Estep 
Score: -19991468.000000 Penalty: 5970.911133
	Iteration 67Q: 3 clusters Score -1.999147e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86417 members 
Mstep: Class 2 contains 82663 members 
Entering Unmasked Estep 
Score: -19991490.000000 Penalty: 5970.911133
	Iteration 68Q: 3 clusters Score -1.999149e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86466 members 
Mstep: Class 2 contains 82614 members 
Entering Unmasked Estep 
Score: -19991466.000000 Penalty: 5970.911133
	Iteration 69Q: 3 clusters Score -1.999147e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86511 members 
Mstep: Class 2 contains 82569 members 
Entering Unmasked Estep 
Score: -19991460.000000 Penalty: 5970.911133
	Iteration 70Q: 3 clusters Score -1.999146e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86546 members 
Mstep: Class 2 contains 82534 members 
Entering Unmasked Estep 
Score: -19991478.000000 Penalty: 5970.911133
	Iteration 71Q: 3 clusters Score -1.999148e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86593 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -19991516.000000 Penalty: 5970.911133
	Iteration 72Q: 3 clusters Score -1.999152e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86656 members 
Mstep: Class 2 contains 82424 members 
Entering Unmasked Estep 
Score: -19991562.000000 Penalty: 5970.911133
	Iteration 73Q: 3 clusters Score -1.999156e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86710 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -19991520.000000 Penalty: 5970.911133
	Iteration 74Q: 3 clusters Score -1.999152e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86758 members 
Mstep: Class 2 contains 82322 members 
Entering Unmasked Estep 
Score: -19991510.000000 Penalty: 5970.911133
	Iteration 75Q: 3 clusters Score -1.999151e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86817 members 
Mstep: Class 2 contains 82263 members 
Entering Unmasked Estep 
Score: -19991518.000000 Penalty: 5970.911133
	Iteration 76Q: 3 clusters Score -1.999152e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86887 members 
Mstep: Class 2 contains 82193 members 
Entering Unmasked Estep 
Score: -19991514.000000 Penalty: 5970.911133
	Iteration 77Q: 3 clusters Score -1.999151e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86957 members 
Mstep: Class 2 contains 82123 members 
Entering Unmasked Estep 
Score: -19991538.000000 Penalty: 5970.911133
	Iteration 78Q: 3 clusters Score -1.999154e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87023 members 
Mstep: Class 2 contains 82057 members 
Entering Unmasked Estep 
Score: -19991546.000000 Penalty: 5970.911133
	Iteration 79Q: 3 clusters Score -1.999155e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87081 members 
Mstep: Class 2 contains 81999 members 
Entering Unmasked Estep 
Score: -19991524.000000 Penalty: 5970.911133
	Iteration 80F: 3 clusters Score -1.999152e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87129 members 
Mstep: Class 2 contains 81951 members 
Entering Unmasked Estep 
Score: -19991522.000000 Penalty: 5970.911133
	Iteration 81Q: 3 clusters Score -1.999152e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87190 members 
Mstep: Class 2 contains 81890 members 
Entering Unmasked Estep 
Score: -19991516.000000 Penalty: 5970.911133
	Iteration 82Q: 3 clusters Score -1.999152e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87242 members 
Mstep: Class 2 contains 81838 members 
Entering Unmasked Estep 
Score: -19991498.000000 Penalty: 5970.911133
	Iteration 83Q: 3 clusters Score -1.99915e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87298 members 
Mstep: Class 2 contains 81782 members 
Entering Unmasked Estep 
Score: -19991520.000000 Penalty: 5970.911133
	Iteration 84Q: 3 clusters Score -1.999152e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87344 members 
Mstep: Class 2 contains 81736 members 
Entering Unmasked Estep 
Score: -19991514.000000 Penalty: 5970.911133
	Iteration 85Q: 3 clusters Score -1.999151e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87393 members 
Mstep: Class 2 contains 81687 members 
Entering Unmasked Estep 
Score: -19991520.000000 Penalty: 5970.911133
	Iteration 86Q: 3 clusters Score -1.999152e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87453 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -19991510.000000 Penalty: 5970.911133
	Iteration 87Q: 3 clusters Score -1.999151e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87488 members 
Mstep: Class 2 contains 81592 members 
Entering Unmasked Estep 
Score: -19991508.000000 Penalty: 5970.911133
	Iteration 88Q: 3 clusters Score -1.999151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87525 members 
Mstep: Class 2 contains 81555 members 
Entering Unmasked Estep 
Score: -19991474.000000 Penalty: 5970.911133
	Iteration 89Q: 3 clusters Score -1.999147e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87564 members 
Mstep: Class 2 contains 81516 members 
Entering Unmasked Estep 
Score: -19991482.000000 Penalty: 5970.911133
	Iteration 90Q: 3 clusters Score -1.999148e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87616 members 
Mstep: Class 2 contains 81464 members 
Entering Unmasked Estep 
Score: -19991496.000000 Penalty: 5970.911133
	Iteration 91Q: 3 clusters Score -1.99915e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87663 members 
Mstep: Class 2 contains 81417 members 
Entering Unmasked Estep 
Score: -19991512.000000 Penalty: 5970.911133
	Iteration 92Q: 3 clusters Score -1.999151e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87711 members 
Mstep: Class 2 contains 81369 members 
Entering Unmasked Estep 
Score: -19991516.000000 Penalty: 5970.911133
	Iteration 93Q: 3 clusters Score -1.999152e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87759 members 
Mstep: Class 2 contains 81321 members 
Entering Unmasked Estep 
Score: -19991490.000000 Penalty: 5970.911133
	Iteration 94Q: 3 clusters Score -1.999149e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87813 members 
Mstep: Class 2 contains 81267 members 
Entering Unmasked Estep 
Score: -19991500.000000 Penalty: 5970.911133
	Iteration 95Q: 3 clusters Score -1.99915e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87868 members 
Mstep: Class 2 contains 81212 members 
Entering Unmasked Estep 
Score: -19991514.000000 Penalty: 5970.911133
	Iteration 96Q: 3 clusters Score -1.999151e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87923 members 
Mstep: Class 2 contains 81157 members 
Entering Unmasked Estep 
Score: -19991524.000000 Penalty: 5970.911133
	Iteration 97Q: 3 clusters Score -1.999152e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87980 members 
Mstep: Class 2 contains 81100 members 
Entering Unmasked Estep 
Score: -19991556.000000 Penalty: 5970.911133
	Iteration 98Q: 3 clusters Score -1.999156e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88025 members 
Mstep: Class 2 contains 81055 members 
Entering Unmasked Estep 
Score: -19991576.000000 Penalty: 5970.911133
	Iteration 99Q: 3 clusters Score -1.999158e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88061 members 
Mstep: Class 2 contains 81019 members 
Entering Unmasked Estep 
Score: -19991576.000000 Penalty: 5970.911133
	Iteration 100F: 3 clusters Score -1.999158e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88109 members 
Mstep: Class 2 contains 80971 members 
Entering Unmasked Estep 
Score: -19991560.000000 Penalty: 5970.911133
	Iteration 101Q: 3 clusters Score -1.999156e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 80912 members 
Entering Unmasked Estep 
Score: -19991540.000000 Penalty: 5970.911133
	Iteration 102Q: 3 clusters Score -1.999154e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88233 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -19991558.000000 Penalty: 5970.911133
	Iteration 103Q: 3 clusters Score -1.999156e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88311 members 
Mstep: Class 2 contains 80769 members 
Entering Unmasked Estep 
Score: -19991540.000000 Penalty: 5970.911133
	Iteration 104Q: 3 clusters Score -1.999154e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88413 members 
Mstep: Class 2 contains 80667 members 
Entering Unmasked Estep 
Score: -19991532.000000 Penalty: 5970.911133
	Iteration 105Q: 3 clusters Score -1.999153e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88510 members 
Mstep: Class 2 contains 80570 members 
Entering Unmasked Estep 
Score: -19991508.000000 Penalty: 5970.911133
	Iteration 106Q: 3 clusters Score -1.999151e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88625 members 
Mstep: Class 2 contains 80455 members 
Entering Unmasked Estep 
Score: -19991512.000000 Penalty: 5970.911133
	Iteration 107Q: 3 clusters Score -1.999151e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88746 members 
Mstep: Class 2 contains 80334 members 
Entering Unmasked Estep 
Score: -19991514.000000 Penalty: 5970.911133
	Iteration 108Q: 3 clusters Score -1.999151e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88853 members 
Mstep: Class 2 contains 80227 members 
Entering Unmasked Estep 
Score: -19991492.000000 Penalty: 5970.911133
	Iteration 109Q: 3 clusters Score -1.999149e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 80101 members 
Entering Unmasked Estep 
Score: -19991456.000000 Penalty: 5970.911133
	Iteration 110Q: 3 clusters Score -1.999146e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89128 members 
Mstep: Class 2 contains 79952 members 
Entering Unmasked Estep 
Score: -19991426.000000 Penalty: 5970.911133
	Iteration 111Q: 3 clusters Score -1.999143e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89283 members 
Mstep: Class 2 contains 79797 members 
Entering Unmasked Estep 
Score: -19991442.000000 Penalty: 5970.911133
	Iteration 112Q: 3 clusters Score -1.999144e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89443 members 
Mstep: Class 2 contains 79637 members 
Entering Unmasked Estep 
Score: -19991426.000000 Penalty: 5970.911133
	Iteration 113Q: 3 clusters Score -1.999143e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89596 members 
Mstep: Class 2 contains 79484 members 
Entering Unmasked Estep 
Score: -19991458.000000 Penalty: 5970.911133
	Iteration 114Q: 3 clusters Score -1.999146e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89771 members 
Mstep: Class 2 contains 79309 members 
Entering Unmasked Estep 
Score: -19991478.000000 Penalty: 5970.911133
	Iteration 115Q: 3 clusters Score -1.999148e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89943 members 
Mstep: Class 2 contains 79137 members 
Entering Unmasked Estep 
Score: -19991460.000000 Penalty: 5970.911133
	Iteration 116Q: 3 clusters Score -1.999146e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90121 members 
Mstep: Class 2 contains 78959 members 
Entering Unmasked Estep 
Score: -19991464.000000 Penalty: 5970.911133
	Iteration 117Q: 3 clusters Score -1.999146e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90299 members 
Mstep: Class 2 contains 78781 members 
Entering Unmasked Estep 
Score: -19991408.000000 Penalty: 5970.911133
	Iteration 118Q: 3 clusters Score -1.999141e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90488 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -19991410.000000 Penalty: 5970.911133
	Iteration 119Q: 3 clusters Score -1.999141e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90668 members 
Mstep: Class 2 contains 78412 members 
Entering Unmasked Estep 
Score: -19991404.000000 Penalty: 5970.911133
	Iteration 120F: 3 clusters Score -1.99914e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90843 members 
Mstep: Class 2 contains 78237 members 
Entering Unmasked Estep 
Score: -19991418.000000 Penalty: 5970.911133
	Iteration 121Q: 3 clusters Score -1.999142e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91042 members 
Mstep: Class 2 contains 78038 members 
Entering Unmasked Estep 
Score: -19991400.000000 Penalty: 5970.911133
	Iteration 122Q: 3 clusters Score -1.99914e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91240 members 
Mstep: Class 2 contains 77840 members 
Entering Unmasked Estep 
Score: -19991420.000000 Penalty: 5970.911133
	Iteration 123Q: 3 clusters Score -1.999142e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91446 members 
Mstep: Class 2 contains 77634 members 
Entering Unmasked Estep 
Score: -19991406.000000 Penalty: 5970.911133
	Iteration 124Q: 3 clusters Score -1.999141e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91647 members 
Mstep: Class 2 contains 77433 members 
Entering Unmasked Estep 
Score: -19991386.000000 Penalty: 5970.911133
	Iteration 125Q: 3 clusters Score -1.999139e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91848 members 
Mstep: Class 2 contains 77232 members 
Entering Unmasked Estep 
Score: -19991394.000000 Penalty: 5970.911133
	Iteration 126Q: 3 clusters Score -1.999139e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92066 members 
Mstep: Class 2 contains 77014 members 
Entering Unmasked Estep 
Score: -19991370.000000 Penalty: 5970.911133
	Iteration 127Q: 3 clusters Score -1.999137e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92259 members 
Mstep: Class 2 contains 76821 members 
Entering Unmasked Estep 
Score: -19991432.000000 Penalty: 5970.911133
	Iteration 128Q: 3 clusters Score -1.999143e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92466 members 
Mstep: Class 2 contains 76614 members 
Entering Unmasked Estep 
Score: -19991436.000000 Penalty: 5970.911133
	Iteration 129Q: 3 clusters Score -1.999144e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92668 members 
Mstep: Class 2 contains 76412 members 
Entering Unmasked Estep 
Score: -19991462.000000 Penalty: 5970.911133
	Iteration 130Q: 3 clusters Score -1.999146e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92854 members 
Mstep: Class 2 contains 76226 members 
Entering Unmasked Estep 
Score: -19991498.000000 Penalty: 5970.911133
	Iteration 131Q: 3 clusters Score -1.99915e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93044 members 
Mstep: Class 2 contains 76036 members 
Entering Unmasked Estep 
Score: -19991468.000000 Penalty: 5970.911133
	Iteration 132Q: 3 clusters Score -1.999147e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93257 members 
Mstep: Class 2 contains 75823 members 
Entering Unmasked Estep 
Score: -19991490.000000 Penalty: 5970.911133
	Iteration 133Q: 3 clusters Score -1.999149e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93482 members 
Mstep: Class 2 contains 75598 members 
Entering Unmasked Estep 
Score: -19991442.000000 Penalty: 5970.911133
	Iteration 134Q: 3 clusters Score -1.999144e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93727 members 
Mstep: Class 2 contains 75353 members 
Entering Unmasked Estep 
Score: -19991448.000000 Penalty: 5970.911133
	Iteration 135Q: 3 clusters Score -1.999145e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93969 members 
Mstep: Class 2 contains 75111 members 
Entering Unmasked Estep 
Score: -19991456.000000 Penalty: 5970.911133
	Iteration 136Q: 3 clusters Score -1.999146e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94175 members 
Mstep: Class 2 contains 74905 members 
Entering Unmasked Estep 
Score: -19991470.000000 Penalty: 5970.911133
	Iteration 137Q: 3 clusters Score -1.999147e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94410 members 
Mstep: Class 2 contains 74670 members 
Entering Unmasked Estep 
Score: -19991492.000000 Penalty: 5970.911133
	Iteration 138Q: 3 clusters Score -1.999149e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94660 members 
Mstep: Class 2 contains 74420 members 
Entering Unmasked Estep 
Score: -19991480.000000 Penalty: 5970.911133
	Iteration 139Q: 3 clusters Score -1.999148e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94890 members 
Mstep: Class 2 contains 74190 members 
Entering Unmasked Estep 
Score: -19991470.000000 Penalty: 5970.911133
	Iteration 140F: 3 clusters Score -1.999147e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 73940 members 
Entering Unmasked Estep 
Score: -19991488.000000 Penalty: 5970.911133
	Iteration 141Q: 3 clusters Score -1.999149e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95418 members 
Mstep: Class 2 contains 73662 members 
Entering Unmasked Estep 
Score: -19991528.000000 Penalty: 5970.911133
	Iteration 142Q: 3 clusters Score -1.999153e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95701 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -19991534.000000 Penalty: 5970.911133
	Iteration 143Q: 3 clusters Score -1.999153e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95982 members 
Mstep: Class 2 contains 73098 members 
Entering Unmasked Estep 
Score: -19991574.000000 Penalty: 5970.911133
	Iteration 144Q: 3 clusters Score -1.999157e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96290 members 
Mstep: Class 2 contains 72790 members 
Entering Unmasked Estep 
Score: -19991548.000000 Penalty: 5970.911133
	Iteration 145Q: 3 clusters Score -1.999155e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96620 members 
Mstep: Class 2 contains 72460 members 
Entering Unmasked Estep 
Score: -19991576.000000 Penalty: 5970.911133
	Iteration 146Q: 3 clusters Score -1.999158e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96980 members 
Mstep: Class 2 contains 72100 members 
Entering Unmasked Estep 
Score: -19991566.000000 Penalty: 5970.911133
	Iteration 147Q: 3 clusters Score -1.999157e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97352 members 
Mstep: Class 2 contains 71728 members 
Entering Unmasked Estep 
Score: -19991548.000000 Penalty: 5970.911133
	Iteration 148Q: 3 clusters Score -1.999155e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97756 members 
Mstep: Class 2 contains 71324 members 
Entering Unmasked Estep 
Score: -19991544.000000 Penalty: 5970.911133
	Iteration 149Q: 3 clusters Score -1.999154e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98215 members 
Mstep: Class 2 contains 70865 members 
Entering Unmasked Estep 
Score: -19991514.000000 Penalty: 5970.911133
	Iteration 150Q: 3 clusters Score -1.999151e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98678 members 
Mstep: Class 2 contains 70402 members 
Entering Unmasked Estep 
Score: -19991538.000000 Penalty: 5970.911133
	Iteration 151Q: 3 clusters Score -1.999154e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99143 members 
Mstep: Class 2 contains 69937 members 
Entering Unmasked Estep 
Score: -19991580.000000 Penalty: 5970.911133
	Iteration 152Q: 3 clusters Score -1.999158e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99628 members 
Mstep: Class 2 contains 69452 members 
Entering Unmasked Estep 
Score: -19991616.000000 Penalty: 5970.911133
	Iteration 153Q: 3 clusters Score -1.999162e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100111 members 
Mstep: Class 2 contains 68969 members 
Entering Unmasked Estep 
Score: -19991636.000000 Penalty: 5970.911133
	Iteration 154Q: 3 clusters Score -1.999164e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100628 members 
Mstep: Class 2 contains 68452 members 
Entering Unmasked Estep 
Score: -19991662.000000 Penalty: 5970.911133
	Iteration 155Q: 3 clusters Score -1.999166e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101153 members 
Mstep: Class 2 contains 67927 members 
Entering Unmasked Estep 
Score: -19991680.000000 Penalty: 5970.911133
	Iteration 156Q: 3 clusters Score -1.999168e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101678 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -19991734.000000 Penalty: 5970.911133
	Iteration 157Q: 3 clusters Score -1.999173e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102238 members 
Mstep: Class 2 contains 66842 members 
Entering Unmasked Estep 
Score: -19991730.000000 Penalty: 5970.911133
	Iteration 158Q: 3 clusters Score -1.999173e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102790 members 
Mstep: Class 2 contains 66290 members 
Entering Unmasked Estep 
Score: -19991782.000000 Penalty: 5970.911133
	Iteration 159Q: 3 clusters Score -1.999178e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103362 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -19991840.000000 Penalty: 5970.911133
	Iteration 160F: 3 clusters Score -1.999184e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103977 members 
Mstep: Class 2 contains 65103 members 
Entering Unmasked Estep 
Score: -19991910.000000 Penalty: 5970.911133
	Iteration 161Q: 3 clusters Score -1.999191e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104646 members 
Mstep: Class 2 contains 64434 members 
Entering Unmasked Estep 
Score: -19991992.000000 Penalty: 5970.911133
	Iteration 162Q: 3 clusters Score -1.999199e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105356 members 
Mstep: Class 2 contains 63724 members 
Entering Unmasked Estep 
Score: -19992088.000000 Penalty: 5970.911133
	Iteration 163Q: 3 clusters Score -1.999209e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106138 members 
Mstep: Class 2 contains 62942 members 
Entering Unmasked Estep 
Score: -19992068.000000 Penalty: 5970.911133
	Iteration 164Q: 3 clusters Score -1.999207e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106975 members 
Mstep: Class 2 contains 62105 members 
Entering Unmasked Estep 
Score: -19992104.000000 Penalty: 5970.911133
	Iteration 165Q: 3 clusters Score -1.99921e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107805 members 
Mstep: Class 2 contains 61275 members 
Entering Unmasked Estep 
Score: -19992114.000000 Penalty: 5970.911133
	Iteration 166Q: 3 clusters Score -1.999211e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108657 members 
Mstep: Class 2 contains 60423 members 
Entering Unmasked Estep 
Score: -19992184.000000 Penalty: 5970.911133
	Iteration 167Q: 3 clusters Score -1.999218e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109555 members 
Mstep: Class 2 contains 59525 members 
Entering Unmasked Estep 
Score: -19992314.000000 Penalty: 5970.911133
	Iteration 168Q: 3 clusters Score -1.999231e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110466 members 
Mstep: Class 2 contains 58614 members 
Entering Unmasked Estep 
Score: -19992346.000000 Penalty: 5970.911133
	Iteration 169Q: 3 clusters Score -1.999235e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111440 members 
Mstep: Class 2 contains 57640 members 
Entering Unmasked Estep 
Score: -19992394.000000 Penalty: 5970.911133
	Iteration 170Q: 3 clusters Score -1.999239e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112435 members 
Mstep: Class 2 contains 56645 members 
Entering Unmasked Estep 
Score: -19992462.000000 Penalty: 5970.911133
	Iteration 171Q: 3 clusters Score -1.999246e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113451 members 
Mstep: Class 2 contains 55629 members 
Entering Unmasked Estep 
Score: -19992564.000000 Penalty: 5970.911133
	Iteration 172Q: 3 clusters Score -1.999256e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114421 members 
Mstep: Class 2 contains 54659 members 
Entering Unmasked Estep 
Score: -19992698.000000 Penalty: 5970.911133
	Iteration 173Q: 3 clusters Score -1.99927e+07 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115494 members 
Mstep: Class 2 contains 53586 members 
Entering Unmasked Estep 
Score: -19992772.000000 Penalty: 5970.911133
	Iteration 174Q: 3 clusters Score -1.999277e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116661 members 
Mstep: Class 2 contains 52419 members 
Entering Unmasked Estep 
Score: -19992808.000000 Penalty: 5970.911133
	Iteration 175Q: 3 clusters Score -1.999281e+07 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117824 members 
Mstep: Class 2 contains 51256 members 
Entering Unmasked Estep 
Score: -19993004.000000 Penalty: 5970.911133
	Iteration 176Q: 3 clusters Score -1.9993e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119035 members 
Mstep: Class 2 contains 50045 members 
Entering Unmasked Estep 
Score: -19993170.000000 Penalty: 5970.911133
	Iteration 177Q: 3 clusters Score -1.999317e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120233 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -19993388.000000 Penalty: 5970.911133
	Iteration 178Q: 3 clusters Score -1.999339e+07 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121467 members 
Mstep: Class 2 contains 47613 members 
Entering Unmasked Estep 
Score: -19993462.000000 Penalty: 5970.911133
	Iteration 179Q: 3 clusters Score -1.999346e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122765 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -19993600.000000 Penalty: 5970.911133
	Iteration 180F: 3 clusters Score -1.99936e+07 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124120 members 
Mstep: Class 2 contains 44960 members 
Entering Unmasked Estep 
Score: -19993788.000000 Penalty: 5970.911133
	Iteration 181Q: 3 clusters Score -1.999379e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125538 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -19994084.000000 Penalty: 5970.911133
	Iteration 182Q: 3 clusters Score -1.999408e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126954 members 
Mstep: Class 2 contains 42126 members 
Entering Unmasked Estep 
Score: -19994412.000000 Penalty: 5970.911133
	Iteration 183Q: 3 clusters Score -1.999441e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128383 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -19994586.000000 Penalty: 5970.911133
	Iteration 184Q: 3 clusters Score -1.999459e+07 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129820 members 
Mstep: Class 2 contains 39260 members 
Entering Unmasked Estep 
Score: -19994898.000000 Penalty: 5970.911133
	Iteration 185Q: 3 clusters Score -1.99949e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131305 members 
Mstep: Class 2 contains 37775 members 
Entering Unmasked Estep 
Score: -19995146.000000 Penalty: 5970.911133
	Iteration 186Q: 3 clusters Score -1.999515e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132773 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -19995536.000000 Penalty: 5970.911133
	Iteration 187Q: 3 clusters Score -1.999554e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134295 members 
Mstep: Class 2 contains 34785 members 
Entering Unmasked Estep 
Score: -19995878.000000 Penalty: 5970.911133
	Iteration 188Q: 3 clusters Score -1.999588e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135776 members 
Mstep: Class 2 contains 33304 members 
Entering Unmasked Estep 
Score: -19996162.000000 Penalty: 5970.911133
	Iteration 189Q: 3 clusters Score -1.999616e+07 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137361 members 
Mstep: Class 2 contains 31719 members 
Entering Unmasked Estep 
Score: -19996418.000000 Penalty: 5970.911133
	Iteration 190Q: 3 clusters Score -1.999642e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139024 members 
Mstep: Class 2 contains 30056 members 
Entering Unmasked Estep 
Score: -19996860.000000 Penalty: 5970.911133
	Iteration 191Q: 3 clusters Score -1.999686e+07 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140625 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -19997318.000000 Penalty: 5970.911133
	Iteration 192Q: 3 clusters Score -1.999732e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142273 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -19997664.000000 Penalty: 5970.911133
	Iteration 193Q: 3 clusters Score -1.999766e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143959 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -19998154.000000 Penalty: 5970.911133
	Iteration 194Q: 3 clusters Score -1.999815e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -19998718.000000 Penalty: 5970.911133
	Iteration 195Q: 3 clusters Score -1.999872e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147631 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -19999302.000000 Penalty: 5970.911133
	Iteration 196Q: 3 clusters Score -1.99993e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149562 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -19999938.000000 Penalty: 5970.911133
	Iteration 197Q: 3 clusters Score -1.999994e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151509 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -20000574.000000 Penalty: 5970.911133
	Iteration 198Q: 3 clusters Score -2.000057e+07 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153406 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -20001408.000000 Penalty: 5970.911133
	Iteration 199Q: 3 clusters Score -2.000141e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155233 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -20002072.000000 Penalty: 5970.911133
	Iteration 200F: 3 clusters Score -2.000207e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157005 members 
Mstep: Class 2 contains 12075 members 
Entering Unmasked Estep 
Score: -20002780.000000 Penalty: 5970.911133
	Iteration 201Q: 3 clusters Score -2.000278e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158692 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -20003476.000000 Penalty: 5970.911133
	Iteration 202Q: 3 clusters Score -2.000348e+07 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160299 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -20004064.000000 Penalty: 5970.911133
	Iteration 203Q: 3 clusters Score -2.000406e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161751 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -20004714.000000 Penalty: 5970.911133
	Iteration 204Q: 3 clusters Score -2.000471e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163027 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -20005412.000000 Penalty: 5970.911133
	Iteration 205Q: 3 clusters Score -2.000541e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164134 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -20005968.000000 Penalty: 5970.911133
	Iteration 206Q: 3 clusters Score -2.000597e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165036 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -20006428.000000 Penalty: 5970.911133
	Iteration 207Q: 3 clusters Score -2.000643e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165729 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -20006814.000000 Penalty: 5970.911133
	Iteration 208Q: 3 clusters Score -2.000681e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166267 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -20007036.000000 Penalty: 5970.911133
	Iteration 209Q: 3 clusters Score -2.000704e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166681 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -20007206.000000 Penalty: 5970.911133
	Iteration 210Q: 3 clusters Score -2.000721e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166993 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -20007362.000000 Penalty: 5970.911133
	Iteration 211Q: 3 clusters Score -2.000736e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167256 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -20007448.000000 Penalty: 5970.911133
	Iteration 212Q: 3 clusters Score -2.000745e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167460 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -20007568.000000 Penalty: 5970.911133
	Iteration 213Q: 3 clusters Score -2.000757e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167626 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -20007664.000000 Penalty: 5970.911133
	Iteration 214Q: 3 clusters Score -2.000766e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167760 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -20007744.000000 Penalty: 5970.911133
	Iteration 215Q: 3 clusters Score -2.000774e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167860 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -20007800.000000 Penalty: 5970.911133
	Iteration 216Q: 3 clusters Score -2.00078e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167923 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -20007824.000000 Penalty: 5970.911133
	Iteration 217Q: 3 clusters Score -2.000782e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -20007852.000000 Penalty: 5970.911133
	Iteration 218Q: 3 clusters Score -2.000785e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168001 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -20007866.000000 Penalty: 5970.911133
	Iteration 219Q: 3 clusters Score -2.000787e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168026 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -20007888.000000 Penalty: 5970.911133
	Iteration 220F: 3 clusters Score -2.000789e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168051 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -20007910.000000 Penalty: 5970.911133
	Iteration 221Q: 3 clusters Score -2.000791e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168071 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -20007904.000000 Penalty: 5970.911133
	Iteration 222Q: 3 clusters Score -2.00079e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168097 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -20007892.000000 Penalty: 5970.911133
	Iteration 223Q: 3 clusters Score -2.000789e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168120 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -20007914.000000 Penalty: 5970.911133
	Iteration 224Q: 3 clusters Score -2.000791e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168129 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -20007914.000000 Penalty: 5970.911133
	Iteration 225Q: 3 clusters Score -2.000791e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168145 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -20007934.000000 Penalty: 5970.911133
	Iteration 226Q: 3 clusters Score -2.000793e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168164 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -20007938.000000 Penalty: 5970.911133
	Iteration 227Q: 3 clusters Score -2.000794e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168168 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -20007954.000000 Penalty: 5970.911133
	Iteration 228Q: 3 clusters Score -2.000795e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168172 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -20007946.000000 Penalty: 5970.911133
	Iteration 229Q: 3 clusters Score -2.000795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168175 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -20007938.000000 Penalty: 5970.911133
	Iteration 230Q: 3 clusters Score -2.000794e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168178 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -20007948.000000 Penalty: 5970.911133
	Iteration 231Q: 3 clusters Score -2.000795e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168184 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -20007974.000000 Penalty: 5970.911133
	Iteration 232Q: 3 clusters Score -2.000797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168191 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -20007974.000000 Penalty: 5970.911133
	Iteration 233Q: 3 clusters Score -2.000797e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168194 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -20007990.000000 Penalty: 5970.911133
	Iteration 234Q: 3 clusters Score -2.000799e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168200 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -20008006.000000 Penalty: 5970.911133
	Iteration 235Q: 3 clusters Score -2.000801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168202 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -20008008.000000 Penalty: 5970.911133
	Iteration 236Q: 3 clusters Score -2.000801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168203 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -20008012.000000 Penalty: 5970.911133
	Iteration 237Q: 3 clusters Score -2.000801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168204 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20008006.000000 Penalty: 5970.911133
	Iteration 238Q: 3 clusters Score -2.000801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168205 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -20008008.000000 Penalty: 5970.911133
	Iteration 239Q: 3 clusters Score -2.000801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168204 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -20008008.000000 Penalty: 5970.911133
	Iteration 240F: 3 clusters Score -2.000801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168206 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -20008008.000000 Penalty: 5970.911133
	Iteration 241Q: 3 clusters Score -2.000801e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168207 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -20008008.000000 Penalty: 5970.911133
	Iteration 242Q: 3 clusters Score -2.000801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168209 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -20008016.000000 Penalty: 5970.911133
	Iteration 243Q: 3 clusters Score -2.000802e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168209 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -20008016.000000 Penalty: 5970.911133
	Iteration 244F: 3 clusters Score -2.000802e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Entering Unmasked Estep 
Score: -2418678.500000 Penalty: 2500.193359
	Iteration 0F: 2 clusters Score -2418678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11862 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -2401997.250000 Penalty: 5000.386719
	Iteration 0F: 3 clusters Score -2401997 nChanged 10648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -2407795.250000 Penalty: 5000.386719
	Iteration 1F: 3 clusters Score -2407795 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -2408258.250000 Penalty: 5000.386719
	Iteration 2F: 3 clusters Score -2408258 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 12526 members 
Entering Unmasked Estep 
Score: -2408669.250000 Penalty: 5000.386719
	Iteration 3Q: 3 clusters Score -2408669 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -2409084.750000 Penalty: 5000.386719
	Iteration 4Q: 3 clusters Score -2409085 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -2409558.500000 Penalty: 5000.386719
	Iteration 5Q: 3 clusters Score -2409558 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2410164.000000 Penalty: 5000.386719
	Iteration 6Q: 3 clusters Score -2410164 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -2410991.250000 Penalty: 5000.386719
	Iteration 7F: 3 clusters Score -2410991 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2411908.250000 Penalty: 5000.386719
	Iteration 8F: 3 clusters Score -2411908 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 15552 members 
Entering Unmasked Estep 
Score: -2412758.750000 Penalty: 5000.386719
	Iteration 9F: 3 clusters Score -2412759 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7585 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2413420.500000 Penalty: 5000.386719
	Iteration 10Q: 3 clusters Score -2413420 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2413983.500000 Penalty: 5000.386719
	Iteration 11Q: 3 clusters Score -2413984 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2414452.250000 Penalty: 5000.386719
	Iteration 12Q: 3 clusters Score -2414452 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -2414811.750000 Penalty: 5000.386719
	Iteration 13Q: 3 clusters Score -2414812 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -2415100.250000 Penalty: 5000.386719
	Iteration 14Q: 3 clusters Score -2415100 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2415305.500000 Penalty: 5000.386719
	Iteration 15Q: 3 clusters Score -2415306 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -2415470.000000 Penalty: 5000.386719
	Iteration 16Q: 3 clusters Score -2415470 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -2415598.500000 Penalty: 5000.386719
	Iteration 17Q: 3 clusters Score -2415598 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2415704.250000 Penalty: 5000.386719
	Iteration 18Q: 3 clusters Score -2415704 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 20326 members 
Entering Unmasked Estep 
Score: -2415775.250000 Penalty: 5000.386719
	Iteration 19Q: 3 clusters Score -2415775 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 20505 members 
Entering Unmasked Estep 
Score: -2415850.250000 Penalty: 5000.386719
	Iteration 20F: 3 clusters Score -2415850 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -2415916.250000 Penalty: 5000.386719
	Iteration 21Q: 3 clusters Score -2415916 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -2415964.500000 Penalty: 5000.386719
	Iteration 22Q: 3 clusters Score -2415964 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 20952 members 
Entering Unmasked Estep 
Score: -2416016.000000 Penalty: 5000.386719
	Iteration 23Q: 3 clusters Score -2416016 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2416060.000000 Penalty: 5000.386719
	Iteration 24Q: 3 clusters Score -2416060 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2416099.250000 Penalty: 5000.386719
	Iteration 25Q: 3 clusters Score -2416099 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -2416132.250000 Penalty: 5000.386719
	Iteration 26Q: 3 clusters Score -2416132 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2416168.000000 Penalty: 5000.386719
	Iteration 27Q: 3 clusters Score -2416168 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2416217.750000 Penalty: 5000.386719
	Iteration 28Q: 3 clusters Score -2416218 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2416260.500000 Penalty: 5000.386719
	Iteration 29Q: 3 clusters Score -2416260 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2416311.500000 Penalty: 5000.386719
	Iteration 30Q: 3 clusters Score -2416312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -2416380.750000 Penalty: 5000.386719
	Iteration 31Q: 3 clusters Score -2416381 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -2416428.750000 Penalty: 5000.386719
	Iteration 32Q: 3 clusters Score -2416429 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -2416476.250000 Penalty: 5000.386719
	Iteration 33Q: 3 clusters Score -2416476 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 22130 members 
Entering Unmasked Estep 
Score: -2416512.250000 Penalty: 5000.386719
	Iteration 34Q: 3 clusters Score -2416512 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -2416562.750000 Penalty: 5000.386719
	Iteration 35Q: 3 clusters Score -2416563 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -2416610.000000 Penalty: 5000.386719
	Iteration 36Q: 3 clusters Score -2416610 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -2416652.250000 Penalty: 5000.386719
	Iteration 37Q: 3 clusters Score -2416652 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2416704.750000 Penalty: 5000.386719
	Iteration 38Q: 3 clusters Score -2416705 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2416739.250000 Penalty: 5000.386719
	Iteration 39Q: 3 clusters Score -2416739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 22491 members 
Entering Unmasked Estep 
Score: -2416762.750000 Penalty: 5000.386719
	Iteration 40F: 3 clusters Score -2416763 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2416778.000000 Penalty: 5000.386719
	Iteration 41Q: 3 clusters Score -2416778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2416789.500000 Penalty: 5000.386719
	Iteration 42Q: 3 clusters Score -2416790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2416795.000000 Penalty: 5000.386719
	Iteration 43Q: 3 clusters Score -2416795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 22568 members 
Entering Unmasked Estep 
Score: -2416798.750000 Penalty: 5000.386719
	Iteration 44Q: 3 clusters Score -2416799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2416804.750000 Penalty: 5000.386719
	Iteration 45Q: 3 clusters Score -2416805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2416809.000000 Penalty: 5000.386719
	Iteration 46Q: 3 clusters Score -2416809 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2416807.750000 Penalty: 5000.386719
	Iteration 47Q: 3 clusters Score -2416808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -2416804.500000 Penalty: 5000.386719
	Iteration 48Q: 3 clusters Score -2416804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2416807.500000 Penalty: 5000.386719
	Iteration 49Q: 3 clusters Score -2416808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -2416808.500000 Penalty: 5000.386719
	Iteration 50Q: 3 clusters Score -2416808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 22606 members 
Entering Unmasked Estep 
Score: -2416808.750000 Penalty: 5000.386719
	Iteration 51Q: 3 clusters Score -2416809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -2416813.250000 Penalty: 5000.386719
	Iteration 52Q: 3 clusters Score -2416813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -2416814.750000 Penalty: 5000.386719
	Iteration 53Q: 3 clusters Score -2416815 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 22617 members 
Entering Unmasked Estep 
Score: -2416818.500000 Penalty: 5000.386719
	Iteration 54Q: 3 clusters Score -2416818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2416817.500000 Penalty: 5000.386719
	Iteration 55Q: 3 clusters Score -2416818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 22626 members 
Entering Unmasked Estep 
Score: -2416819.750000 Penalty: 5000.386719
	Iteration 56Q: 3 clusters Score -2416820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -2416829.500000 Penalty: 5000.386719
	Iteration 57Q: 3 clusters Score -2416830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2416835.750000 Penalty: 5000.386719
	Iteration 58Q: 3 clusters Score -2416836 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2416839.250000 Penalty: 5000.386719
	Iteration 59Q: 3 clusters Score -2416839 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 22646 members 
Entering Unmasked Estep 
Score: -2416839.500000 Penalty: 5000.386719
	Iteration 60F: 3 clusters Score -2416840 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2416843.500000 Penalty: 5000.386719
	Iteration 61Q: 3 clusters Score -2416844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2416845.750000 Penalty: 5000.386719
	Iteration 62Q: 3 clusters Score -2416846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -2416846.000000 Penalty: 5000.386719
	Iteration 63Q: 3 clusters Score -2416846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2416848.750000 Penalty: 5000.386719
	Iteration 64Q: 3 clusters Score -2416849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2416848.750000 Penalty: 5000.386719
	Iteration 65F: 3 clusters Score -2416849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (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: -259830.390625 Penalty: 1911.574463
	Iteration 0F: 2 clusters Score -259830.4 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 1077 members 
Entering Unmasked Estep 
Score: -257044.640625 Penalty: 3823.148926
	Iteration 0F: 3 clusters Score -257044.6 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -257541.140625 Penalty: 3823.148926
	Iteration 1F: 3 clusters Score -257541.1 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -257660.812500 Penalty: 3823.148926
	Iteration 2F: 3 clusters Score -257660.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -257730.000000 Penalty: 3823.148926
	Iteration 3Q: 3 clusters Score -257730 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -257769.171875 Penalty: 3823.148926
	Iteration 4Q: 3 clusters Score -257769.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -257789.406250 Penalty: 3823.148926
	Iteration 5Q: 3 clusters Score -257789.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -257804.328125 Penalty: 3823.148926
	Iteration 6Q: 3 clusters Score -257804.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -257817.890625 Penalty: 3823.148926
	Iteration 7Q: 3 clusters Score -257817.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -257829.250000 Penalty: 3823.148926
	Iteration 8Q: 3 clusters Score -257829.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -257839.812500 Penalty: 3823.148926
	Iteration 9Q: 3 clusters Score -257839.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -257849.328125 Penalty: 3823.148926
	Iteration 10Q: 3 clusters Score -257849.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -257860.828125 Penalty: 3823.148926
	Iteration 11Q: 3 clusters Score -257860.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -257870.953125 Penalty: 3823.148926
	Iteration 12Q: 3 clusters Score -257871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -257873.968750 Penalty: 3823.148926
	Iteration 13Q: 3 clusters Score -257874 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -257876.796875 Penalty: 3823.148926
	Iteration 14Q: 3 clusters Score -257876.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -257878.359375 Penalty: 3823.148926
	Iteration 15Q: 3 clusters Score -257878.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -257878.875000 Penalty: 3823.148926
	Iteration 16Q: 3 clusters Score -257878.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -257880.250000 Penalty: 3823.148926
	Iteration 17Q: 3 clusters Score -257880.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -257881.203125 Penalty: 3823.148926
	Iteration 18Q: 3 clusters Score -257881.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -257882.656250 Penalty: 3823.148926
	Iteration 19Q: 3 clusters Score -257882.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -257883.515625 Penalty: 3823.148926
	Iteration 20F: 3 clusters Score -257883.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -257883.953125 Penalty: 3823.148926
	Iteration 21Q: 3 clusters Score -257884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -257886.796875 Penalty: 3823.148926
	Iteration 22Q: 3 clusters Score -257886.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -257889.296875 Penalty: 3823.148926
	Iteration 23Q: 3 clusters Score -257889.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -257890.937500 Penalty: 3823.148926
	Iteration 24Q: 3 clusters Score -257890.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -257890.937500 Penalty: 3823.148926
	Iteration 25F: 3 clusters Score -257890.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25839.906250 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -25839.91 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 130 members 
Entering Unmasked Estep 
Score: -24580.779297 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -24580.78 nChanged 24
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: -24662.693359 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -24662.69 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -24681.220703 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -24681.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24684.496094 Penalty: 2763.788330
	Iteration 3Q: 3 clusters Score -24684.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -24687.583984 Penalty: 2763.788330
	Iteration 4Q: 3 clusters Score -24687.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24689.845703 Penalty: 2763.788330
	Iteration 5Q: 3 clusters Score -24689.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -24689.845703 Penalty: 2763.788330
	Iteration 6F: 3 clusters Score -24689.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Entering Unmasked Estep 
Score: -1038255.750000 Penalty: 2268.449707
	Iteration 0F: 2 clusters Score -1038256 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1030888.250000 Penalty: 4536.899414
	Iteration 0F: 3 clusters Score -1030888 nChanged 3925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1033029.812500 Penalty: 4536.899414
	Iteration 1F: 3 clusters Score -1033030 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -1033310.625000 Penalty: 4536.899414
	Iteration 2F: 3 clusters Score -1033311 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1033529.625000 Penalty: 4536.899414
	Iteration 3Q: 3 clusters Score -1033530 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -1033724.750000 Penalty: 4536.899414
	Iteration 4Q: 3 clusters Score -1033725 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -1033886.437500 Penalty: 4536.899414
	Iteration 5Q: 3 clusters Score -1033886 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1034028.125000 Penalty: 4536.899414
	Iteration 6Q: 3 clusters Score -1034028 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -1034164.500000 Penalty: 4536.899414
	Iteration 7Q: 3 clusters Score -1034164 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1034310.562500 Penalty: 4536.899414
	Iteration 8Q: 3 clusters Score -1034311 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1034466.250000 Penalty: 4536.899414
	Iteration 9Q: 3 clusters Score -1034466 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1034625.437500 Penalty: 4536.899414
	Iteration 10Q: 3 clusters Score -1034625 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1034774.500000 Penalty: 4536.899414
	Iteration 11Q: 3 clusters Score -1034774 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1034905.312500 Penalty: 4536.899414
	Iteration 12Q: 3 clusters Score -1034905 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -1035011.062500 Penalty: 4536.899414
	Iteration 13Q: 3 clusters Score -1035011 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1035101.312500 Penalty: 4536.899414
	Iteration 14Q: 3 clusters Score -1035101 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1035189.437500 Penalty: 4536.899414
	Iteration 15Q: 3 clusters Score -1035189 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1035261.812500 Penalty: 4536.899414
	Iteration 16Q: 3 clusters Score -1035262 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1035327.375000 Penalty: 4536.899414
	Iteration 17Q: 3 clusters Score -1035327 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1035377.437500 Penalty: 4536.899414
	Iteration 18Q: 3 clusters Score -1035377 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1035417.750000 Penalty: 4536.899414
	Iteration 19Q: 3 clusters Score -1035418 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -1035459.000000 Penalty: 4536.899414
	Iteration 20F: 3 clusters Score -1035459 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1035499.875000 Penalty: 4536.899414
	Iteration 21Q: 3 clusters Score -1035500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1035528.937500 Penalty: 4536.899414
	Iteration 22Q: 3 clusters Score -1035529 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1035550.500000 Penalty: 4536.899414
	Iteration 23Q: 3 clusters Score -1035550 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1035563.875000 Penalty: 4536.899414
	Iteration 24Q: 3 clusters Score -1035564 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1035577.000000 Penalty: 4536.899414
	Iteration 25Q: 3 clusters Score -1035577 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1035592.625000 Penalty: 4536.899414
	Iteration 26Q: 3 clusters Score -1035593 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1035601.437500 Penalty: 4536.899414
	Iteration 27Q: 3 clusters Score -1035601 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -1035605.625000 Penalty: 4536.899414
	Iteration 28Q: 3 clusters Score -1035606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -1035609.750000 Penalty: 4536.899414
	Iteration 29Q: 3 clusters Score -1035610 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1035612.062500 Penalty: 4536.899414
	Iteration 30Q: 3 clusters Score -1035612 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -1035615.000000 Penalty: 4536.899414
	Iteration 31Q: 3 clusters Score -1035615 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1035619.687500 Penalty: 4536.899414
	Iteration 32Q: 3 clusters Score -1035620 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1035621.750000 Penalty: 4536.899414
	Iteration 33Q: 3 clusters Score -1035622 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1035623.000000 Penalty: 4536.899414
	Iteration 34Q: 3 clusters Score -1035623 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1035626.312500 Penalty: 4536.899414
	Iteration 35Q: 3 clusters Score -1035626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -1035627.312500 Penalty: 4536.899414
	Iteration 36Q: 3 clusters Score -1035627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1035628.125000 Penalty: 4536.899414
	Iteration 37Q: 3 clusters Score -1035628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1035630.875000 Penalty: 4536.899414
	Iteration 38Q: 3 clusters Score -1035631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1035632.375000 Penalty: 4536.899414
	Iteration 39Q: 3 clusters Score -1035632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1035632.062500 Penalty: 4536.899414
	Iteration 40F: 3 clusters Score -1035632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1035631.812500 Penalty: 4536.899414
	Iteration 41Q: 3 clusters Score -1035632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1035629.750000 Penalty: 4536.899414
	Iteration 42Q: 3 clusters Score -1035630 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1035633.312500 Penalty: 4536.899414
	Iteration 43Q: 3 clusters Score -1035633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1035633.750000 Penalty: 4536.899414
	Iteration 44Q: 3 clusters Score -1035634 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1035632.500000 Penalty: 4536.899414
	Iteration 45Q: 3 clusters Score -1035632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1035635.500000 Penalty: 4536.899414
	Iteration 46Q: 3 clusters Score -1035636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1035637.000000 Penalty: 4536.899414
	Iteration 47Q: 3 clusters Score -1035637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1035636.937500 Penalty: 4536.899414
	Iteration 48Q: 3 clusters Score -1035637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1035638.750000 Penalty: 4536.899414
	Iteration 49Q: 3 clusters Score -1035639 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1035638.750000 Penalty: 4536.899414
	Iteration 50F: 3 clusters Score -1035639 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14999 members 
Entering Unmasked Estep 
Score: -1790759.375000 Penalty: 2384.703125
	Iteration 0F: 2 clusters Score -1790759 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1779980.250000 Penalty: 4769.406250
	Iteration 0F: 3 clusters Score -1779980 nChanged 6449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1783369.625000 Penalty: 4769.406250
	Iteration 1F: 3 clusters Score -1783370 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1783771.750000 Penalty: 4769.406250
	Iteration 2F: 3 clusters Score -1783772 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1784149.125000 Penalty: 4769.406250
	Iteration 3F: 3 clusters Score -1784149 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1784516.375000 Penalty: 4769.406250
	Iteration 4Q: 3 clusters Score -1784516 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1784896.125000 Penalty: 4769.406250
	Iteration 5Q: 3 clusters Score -1784896 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -1785282.000000 Penalty: 4769.406250
	Iteration 6Q: 3 clusters Score -1785282 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1785684.875000 Penalty: 4769.406250
	Iteration 7Q: 3 clusters Score -1785685 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -1786075.750000 Penalty: 4769.406250
	Iteration 8Q: 3 clusters Score -1786076 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -1786451.250000 Penalty: 4769.406250
	Iteration 9Q: 3 clusters Score -1786451 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1786814.375000 Penalty: 4769.406250
	Iteration 10Q: 3 clusters Score -1786814 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -1787104.125000 Penalty: 4769.406250
	Iteration 11Q: 3 clusters Score -1787104 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1787321.500000 Penalty: 4769.406250
	Iteration 12Q: 3 clusters Score -1787322 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 9776 members 
Entering Unmasked Estep 
Score: -1787481.875000 Penalty: 4769.406250
	Iteration 13Q: 3 clusters Score -1787482 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5040 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -1787571.625000 Penalty: 4769.406250
	Iteration 14Q: 3 clusters Score -1787572 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 10117 members 
Entering Unmasked Estep 
Score: -1787631.750000 Penalty: 4769.406250
	Iteration 15Q: 3 clusters Score -1787632 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -1787679.000000 Penalty: 4769.406250
	Iteration 16Q: 3 clusters Score -1787679 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1787717.250000 Penalty: 4769.406250
	Iteration 17Q: 3 clusters Score -1787717 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1787760.000000 Penalty: 4769.406250
	Iteration 18Q: 3 clusters Score -1787760 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -1787807.125000 Penalty: 4769.406250
	Iteration 19Q: 3 clusters Score -1787807 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -1787837.750000 Penalty: 4769.406250
	Iteration 20F: 3 clusters Score -1787838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1787860.375000 Penalty: 4769.406250
	Iteration 21Q: 3 clusters Score -1787860 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1787885.000000 Penalty: 4769.406250
	Iteration 22Q: 3 clusters Score -1787885 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1787909.500000 Penalty: 4769.406250
	Iteration 23Q: 3 clusters Score -1787910 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1787941.625000 Penalty: 4769.406250
	Iteration 24Q: 3 clusters Score -1787942 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -1787963.750000 Penalty: 4769.406250
	Iteration 25Q: 3 clusters Score -1787964 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -1787987.500000 Penalty: 4769.406250
	Iteration 26Q: 3 clusters Score -1787988 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -1787999.625000 Penalty: 4769.406250
	Iteration 27Q: 3 clusters Score -1788000 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 11481 members 
Entering Unmasked Estep 
Score: -1788014.125000 Penalty: 4769.406250
	Iteration 28Q: 3 clusters Score -1788014 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -1788029.250000 Penalty: 4769.406250
	Iteration 29Q: 3 clusters Score -1788029 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -1788042.875000 Penalty: 4769.406250
	Iteration 30Q: 3 clusters Score -1788043 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -1788061.625000 Penalty: 4769.406250
	Iteration 31Q: 3 clusters Score -1788062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -1788081.250000 Penalty: 4769.406250
	Iteration 32Q: 3 clusters Score -1788081 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -1788101.625000 Penalty: 4769.406250
	Iteration 33Q: 3 clusters Score -1788102 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 11910 members 
Entering Unmasked Estep 
Score: -1788132.000000 Penalty: 4769.406250
	Iteration 34Q: 3 clusters Score -1788132 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -1788155.500000 Penalty: 4769.406250
	Iteration 35Q: 3 clusters Score -1788156 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1788170.000000 Penalty: 4769.406250
	Iteration 36Q: 3 clusters Score -1788170 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 12114 members 
Entering Unmasked Estep 
Score: -1788190.000000 Penalty: 4769.406250
	Iteration 37Q: 3 clusters Score -1788190 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -1788198.625000 Penalty: 4769.406250
	Iteration 38Q: 3 clusters Score -1788199 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -1788215.875000 Penalty: 4769.406250
	Iteration 39Q: 3 clusters Score -1788216 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1788228.875000 Penalty: 4769.406250
	Iteration 40F: 3 clusters Score -1788229 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1788245.125000 Penalty: 4769.406250
	Iteration 41Q: 3 clusters Score -1788245 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -1788256.875000 Penalty: 4769.406250
	Iteration 42Q: 3 clusters Score -1788257 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 12442 members 
Entering Unmasked Estep 
Score: -1788275.625000 Penalty: 4769.406250
	Iteration 43Q: 3 clusters Score -1788276 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -1788299.125000 Penalty: 4769.406250
	Iteration 44Q: 3 clusters Score -1788299 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1788318.375000 Penalty: 4769.406250
	Iteration 45Q: 3 clusters Score -1788318 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 12617 members 
Entering Unmasked Estep 
Score: -1788339.375000 Penalty: 4769.406250
	Iteration 46Q: 3 clusters Score -1788339 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1788351.250000 Penalty: 4769.406250
	Iteration 47Q: 3 clusters Score -1788351 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -1788368.750000 Penalty: 4769.406250
	Iteration 48Q: 3 clusters Score -1788369 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 12772 members 
Entering Unmasked Estep 
Score: -1788383.000000 Penalty: 4769.406250
	Iteration 49Q: 3 clusters Score -1788383 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -1788399.000000 Penalty: 4769.406250
	Iteration 50Q: 3 clusters Score -1788399 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 12862 members 
Entering Unmasked Estep 
Score: -1788411.625000 Penalty: 4769.406250
	Iteration 51Q: 3 clusters Score -1788412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1788417.250000 Penalty: 4769.406250
	Iteration 52Q: 3 clusters Score -1788417 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1788424.000000 Penalty: 4769.406250
	Iteration 53Q: 3 clusters Score -1788424 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -1788442.250000 Penalty: 4769.406250
	Iteration 54Q: 3 clusters Score -1788442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -1788455.000000 Penalty: 4769.406250
	Iteration 55Q: 3 clusters Score -1788455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -1788462.000000 Penalty: 4769.406250
	Iteration 56Q: 3 clusters Score -1788462 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 13069 members 
Entering Unmasked Estep 
Score: -1788467.375000 Penalty: 4769.406250
	Iteration 57Q: 3 clusters Score -1788467 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -1788477.000000 Penalty: 4769.406250
	Iteration 58Q: 3 clusters Score -1788477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -1788483.125000 Penalty: 4769.406250
	Iteration 59Q: 3 clusters Score -1788483 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -1788488.875000 Penalty: 4769.406250
	Iteration 60F: 3 clusters Score -1788489 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -1788497.625000 Penalty: 4769.406250
	Iteration 61Q: 3 clusters Score -1788498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 13187 members 
Entering Unmasked Estep 
Score: -1788498.625000 Penalty: 4769.406250
	Iteration 62Q: 3 clusters Score -1788499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -1788504.000000 Penalty: 4769.406250
	Iteration 63Q: 3 clusters Score -1788504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -1788510.250000 Penalty: 4769.406250
	Iteration 64Q: 3 clusters Score -1788510 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -1788509.000000 Penalty: 4769.406250
	Iteration 65Q: 3 clusters Score -1788509 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -1788517.875000 Penalty: 4769.406250
	Iteration 66Q: 3 clusters Score -1788518 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -1788522.750000 Penalty: 4769.406250
	Iteration 67Q: 3 clusters Score -1788523 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 13308 members 
Entering Unmasked Estep 
Score: -1788526.125000 Penalty: 4769.406250
	Iteration 68Q: 3 clusters Score -1788526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1788533.250000 Penalty: 4769.406250
	Iteration 69Q: 3 clusters Score -1788533 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -1788537.375000 Penalty: 4769.406250
	Iteration 70Q: 3 clusters Score -1788537 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1788548.250000 Penalty: 4769.406250
	Iteration 71Q: 3 clusters Score -1788548 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -1788560.625000 Penalty: 4769.406250
	Iteration 72Q: 3 clusters Score -1788561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -1788567.125000 Penalty: 4769.406250
	Iteration 73Q: 3 clusters Score -1788567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 13452 members 
Entering Unmasked Estep 
Score: -1788576.750000 Penalty: 4769.406250
	Iteration 74Q: 3 clusters Score -1788577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -1788585.375000 Penalty: 4769.406250
	Iteration 75Q: 3 clusters Score -1788585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13488 members 
Entering Unmasked Estep 
Score: -1788591.250000 Penalty: 4769.406250
	Iteration 76Q: 3 clusters Score -1788591 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -1788592.125000 Penalty: 4769.406250
	Iteration 77Q: 3 clusters Score -1788592 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -1788599.750000 Penalty: 4769.406250
	Iteration 78Q: 3 clusters Score -1788600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -1788603.125000 Penalty: 4769.406250
	Iteration 79Q: 3 clusters Score -1788603 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1788606.875000 Penalty: 4769.406250
	Iteration 80F: 3 clusters Score -1788607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -1788611.125000 Penalty: 4769.406250
	Iteration 81Q: 3 clusters Score -1788611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1788611.875000 Penalty: 4769.406250
	Iteration 82Q: 3 clusters Score -1788612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1788609.250000 Penalty: 4769.406250
	Iteration 83Q: 3 clusters Score -1788609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -1788609.250000 Penalty: 4769.406250
	Iteration 84F: 3 clusters Score -1788609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -60110.093750 Penalty: 1572.846191
	Iteration 0F: 2 clusters Score -60110.09 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 275 members 
Entering Unmasked Estep 
Score: -58535.230469 Penalty: 3145.692383
	Iteration 0F: 3 clusters Score -58535.23 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58729.496094 Penalty: 3145.692383
	Iteration 1F: 3 clusters Score -58729.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58803.101562 Penalty: 3145.692383
	Iteration 2Q: 3 clusters Score -58803.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58866.570312 Penalty: 3145.692383
	Iteration 3Q: 3 clusters Score -58866.57 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58893.238281 Penalty: 3145.692383
	Iteration 4Q: 3 clusters Score -58893.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58905.714844 Penalty: 3145.692383
	Iteration 5Q: 3 clusters Score -58905.71 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -58912.289062 Penalty: 3145.692383
	Iteration 6Q: 3 clusters Score -58912.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58916.761719 Penalty: 3145.692383
	Iteration 7Q: 3 clusters Score -58916.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -58926.832031 Penalty: 3145.692383
	Iteration 8Q: 3 clusters Score -58926.83 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58936.906250 Penalty: 3145.692383
	Iteration 9Q: 3 clusters Score -58936.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -58945.824219 Penalty: 3145.692383
	Iteration 10Q: 3 clusters Score -58945.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58947.046875 Penalty: 3145.692383
	Iteration 11Q: 3 clusters Score -58947.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -58950.328125 Penalty: 3145.692383
	Iteration 12Q: 3 clusters Score -58950.33 nChanged 2
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: -58955.414062 Penalty: 3145.692383
	Iteration 13Q: 3 clusters Score -58955.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58956.320312 Penalty: 3145.692383
	Iteration 14Q: 3 clusters Score -58956.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -58956.320312 Penalty: 3145.692383
	Iteration 15F: 3 clusters Score -58956.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12992 members 
Entering Unmasked Estep 
Score: -1550543.625000 Penalty: 2349.078125
	Iteration 0F: 2 clusters Score -1550544 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -1540913.000000 Penalty: 4698.156250
	Iteration 0F: 3 clusters Score -1540913 nChanged 5546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1543921.500000 Penalty: 4698.156250
	Iteration 1F: 3 clusters Score -1543922 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -1544284.250000 Penalty: 4698.156250
	Iteration 2F: 3 clusters Score -1544284 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -1544551.250000 Penalty: 4698.156250
	Iteration 3F: 3 clusters Score -1544551 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1544756.500000 Penalty: 4698.156250
	Iteration 4Q: 3 clusters Score -1544756 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -1544920.625000 Penalty: 4698.156250
	Iteration 5Q: 3 clusters Score -1544921 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -1545096.375000 Penalty: 4698.156250
	Iteration 6Q: 3 clusters Score -1545096 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1545280.625000 Penalty: 4698.156250
	Iteration 7Q: 3 clusters Score -1545281 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1545458.000000 Penalty: 4698.156250
	Iteration 8Q: 3 clusters Score -1545458 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 5423 members 
Entering Unmasked Estep 
Score: -1545653.500000 Penalty: 4698.156250
	Iteration 9Q: 3 clusters Score -1545654 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1545887.625000 Penalty: 4698.156250
	Iteration 10Q: 3 clusters Score -1545888 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1546121.375000 Penalty: 4698.156250
	Iteration 11Q: 3 clusters Score -1546121 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1546376.750000 Penalty: 4698.156250
	Iteration 12Q: 3 clusters Score -1546377 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1546621.500000 Penalty: 4698.156250
	Iteration 13Q: 3 clusters Score -1546622 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1546856.375000 Penalty: 4698.156250
	Iteration 14Q: 3 clusters Score -1546856 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -1547071.875000 Penalty: 4698.156250
	Iteration 15Q: 3 clusters Score -1547072 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1547246.625000 Penalty: 4698.156250
	Iteration 16Q: 3 clusters Score -1547247 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1547399.500000 Penalty: 4698.156250
	Iteration 17Q: 3 clusters Score -1547400 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1547518.125000 Penalty: 4698.156250
	Iteration 18Q: 3 clusters Score -1547518 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1547625.250000 Penalty: 4698.156250
	Iteration 19Q: 3 clusters Score -1547625 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1547705.625000 Penalty: 4698.156250
	Iteration 20F: 3 clusters Score -1547706 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1547783.750000 Penalty: 4698.156250
	Iteration 21Q: 3 clusters Score -1547784 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1547855.375000 Penalty: 4698.156250
	Iteration 22Q: 3 clusters Score -1547855 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -1547911.000000 Penalty: 4698.156250
	Iteration 23Q: 3 clusters Score -1547911 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1547963.375000 Penalty: 4698.156250
	Iteration 24Q: 3 clusters Score -1547963 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1548012.625000 Penalty: 4698.156250
	Iteration 25Q: 3 clusters Score -1548013 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1548054.625000 Penalty: 4698.156250
	Iteration 26Q: 3 clusters Score -1548055 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1548099.375000 Penalty: 4698.156250
	Iteration 27Q: 3 clusters Score -1548099 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1548148.000000 Penalty: 4698.156250
	Iteration 28Q: 3 clusters Score -1548148 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11595 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -1548199.500000 Penalty: 4698.156250
	Iteration 29Q: 3 clusters Score -1548200 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11676 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1548234.875000 Penalty: 4698.156250
	Iteration 30Q: 3 clusters Score -1548235 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -1548262.250000 Penalty: 4698.156250
	Iteration 31Q: 3 clusters Score -1548262 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -1548290.250000 Penalty: 4698.156250
	Iteration 32Q: 3 clusters Score -1548290 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1548312.500000 Penalty: 4698.156250
	Iteration 33Q: 3 clusters Score -1548312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11874 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1548334.875000 Penalty: 4698.156250
	Iteration 34Q: 3 clusters Score -1548335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1548351.375000 Penalty: 4698.156250
	Iteration 35Q: 3 clusters Score -1548351 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11942 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1548365.750000 Penalty: 4698.156250
	Iteration 36Q: 3 clusters Score -1548366 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1548383.500000 Penalty: 4698.156250
	Iteration 37Q: 3 clusters Score -1548384 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1548400.250000 Penalty: 4698.156250
	Iteration 38Q: 3 clusters Score -1548400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12030 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1548411.375000 Penalty: 4698.156250
	Iteration 39Q: 3 clusters Score -1548411 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12047 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1548423.000000 Penalty: 4698.156250
	Iteration 40F: 3 clusters Score -1548423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -1548425.000000 Penalty: 4698.156250
	Iteration 41Q: 3 clusters Score -1548425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1548429.250000 Penalty: 4698.156250
	Iteration 42Q: 3 clusters Score -1548429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1548435.875000 Penalty: 4698.156250
	Iteration 43Q: 3 clusters Score -1548436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1548443.625000 Penalty: 4698.156250
	Iteration 44Q: 3 clusters Score -1548444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1548448.625000 Penalty: 4698.156250
	Iteration 45Q: 3 clusters Score -1548449 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1548450.000000 Penalty: 4698.156250
	Iteration 46Q: 3 clusters Score -1548450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1548456.000000 Penalty: 4698.156250
	Iteration 47Q: 3 clusters Score -1548456 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1548456.000000 Penalty: 4698.156250
	Iteration 48Q: 3 clusters Score -1548456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1548462.375000 Penalty: 4698.156250
	Iteration 49Q: 3 clusters Score -1548462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1548465.500000 Penalty: 4698.156250
	Iteration 50Q: 3 clusters Score -1548466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1548471.750000 Penalty: 4698.156250
	Iteration 51Q: 3 clusters Score -1548472 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12172 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -1548475.750000 Penalty: 4698.156250
	Iteration 52Q: 3 clusters Score -1548476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1548476.125000 Penalty: 4698.156250
	Iteration 53Q: 3 clusters Score -1548476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1548483.250000 Penalty: 4698.156250
	Iteration 54Q: 3 clusters Score -1548483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1548485.250000 Penalty: 4698.156250
	Iteration 55Q: 3 clusters Score -1548485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12199 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1548487.000000 Penalty: 4698.156250
	Iteration 56Q: 3 clusters Score -1548487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12205 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1548492.125000 Penalty: 4698.156250
	Iteration 57Q: 3 clusters Score -1548492 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -1548492.375000 Penalty: 4698.156250
	Iteration 58Q: 3 clusters Score -1548492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1548492.750000 Penalty: 4698.156250
	Iteration 59Q: 3 clusters Score -1548493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1548493.375000 Penalty: 4698.156250
	Iteration 60F: 3 clusters Score -1548493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1548494.125000 Penalty: 4698.156250
	Iteration 61Q: 3 clusters Score -1548494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1548497.875000 Penalty: 4698.156250
	Iteration 62Q: 3 clusters Score -1548498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12220 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1548497.375000 Penalty: 4698.156250
	Iteration 63Q: 3 clusters Score -1548497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1548501.375000 Penalty: 4698.156250
	Iteration 64Q: 3 clusters Score -1548501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1548503.750000 Penalty: 4698.156250
	Iteration 65Q: 3 clusters Score -1548504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1548506.000000 Penalty: 4698.156250
	Iteration 66Q: 3 clusters Score -1548506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12234 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1548504.875000 Penalty: 4698.156250
	Iteration 67Q: 3 clusters Score -1548505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1548507.125000 Penalty: 4698.156250
	Iteration 68Q: 3 clusters Score -1548507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1548507.625000 Penalty: 4698.156250
	Iteration 69Q: 3 clusters Score -1548508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1548510.375000 Penalty: 4698.156250
	Iteration 70Q: 3 clusters Score -1548510 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1548515.000000 Penalty: 4698.156250
	Iteration 71Q: 3 clusters Score -1548515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1548520.000000 Penalty: 4698.156250
	Iteration 72Q: 3 clusters Score -1548520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1548519.750000 Penalty: 4698.156250
	Iteration 73Q: 3 clusters Score -1548520 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -1548522.625000 Penalty: 4698.156250
	Iteration 74Q: 3 clusters Score -1548523 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1548524.000000 Penalty: 4698.156250
	Iteration 75Q: 3 clusters Score -1548524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12274 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1548527.500000 Penalty: 4698.156250
	Iteration 76Q: 3 clusters Score -1548528 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -1548530.875000 Penalty: 4698.156250
	Iteration 77Q: 3 clusters Score -1548531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -1548536.125000 Penalty: 4698.156250
	Iteration 78Q: 3 clusters Score -1548536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1548540.375000 Penalty: 4698.156250
	Iteration 79Q: 3 clusters Score -1548540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1548544.625000 Penalty: 4698.156250
	Iteration 80F: 3 clusters Score -1548545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12299 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1548544.625000 Penalty: 4698.156250
	Iteration 81Q: 3 clusters Score -1548545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1548547.625000 Penalty: 4698.156250
	Iteration 82Q: 3 clusters Score -1548548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1548547.500000 Penalty: 4698.156250
	Iteration 83Q: 3 clusters Score -1548548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1548549.000000 Penalty: 4698.156250
	Iteration 84Q: 3 clusters Score -1548549 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1548550.500000 Penalty: 4698.156250
	Iteration 85Q: 3 clusters Score -1548550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1548549.875000 Penalty: 4698.156250
	Iteration 86Q: 3 clusters Score -1548550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1548550.750000 Penalty: 4698.156250
	Iteration 87Q: 3 clusters Score -1548551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1548552.625000 Penalty: 4698.156250
	Iteration 88Q: 3 clusters Score -1548553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1548551.375000 Penalty: 4698.156250
	Iteration 89Q: 3 clusters Score -1548551 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12328 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1548552.875000 Penalty: 4698.156250
	Iteration 90Q: 3 clusters Score -1548553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12331 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1548556.250000 Penalty: 4698.156250
	Iteration 91Q: 3 clusters Score -1548556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1548557.375000 Penalty: 4698.156250
	Iteration 92Q: 3 clusters Score -1548557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1548557.375000 Penalty: 4698.156250
	Iteration 93Q: 3 clusters Score -1548557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1548560.875000 Penalty: 4698.156250
	Iteration 94Q: 3 clusters Score -1548561 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1548560.875000 Penalty: 4698.156250
	Iteration 95F: 3 clusters Score -1548561 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -137982.234375 Penalty: 1856.541016
	Iteration 0F: 2 clusters Score -137982.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -135476.375000 Penalty: 3713.082031
	Iteration 0F: 3 clusters Score -135476.4 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -136046.500000 Penalty: 3713.082031
	Iteration 1F: 3 clusters Score -136046.5 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -136185.390625 Penalty: 3713.082031
	Iteration 2F: 3 clusters Score -136185.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -136270.750000 Penalty: 3713.082031
	Iteration 3Q: 3 clusters Score -136270.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -136321.406250 Penalty: 3713.082031
	Iteration 4Q: 3 clusters Score -136321.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -136361.671875 Penalty: 3713.082031
	Iteration 5Q: 3 clusters Score -136361.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -136395.265625 Penalty: 3713.082031
	Iteration 6Q: 3 clusters Score -136395.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -136434.765625 Penalty: 3713.082031
	Iteration 7Q: 3 clusters Score -136434.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -136478.906250 Penalty: 3713.082031
	Iteration 8Q: 3 clusters Score -136478.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -136518.156250 Penalty: 3713.082031
	Iteration 9Q: 3 clusters Score -136518.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -136539.765625 Penalty: 3713.082031
	Iteration 10Q: 3 clusters Score -136539.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -136560.062500 Penalty: 3713.082031
	Iteration 11Q: 3 clusters Score -136560.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -136576.046875 Penalty: 3713.082031
	Iteration 12Q: 3 clusters Score -136576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -136590.156250 Penalty: 3713.082031
	Iteration 13Q: 3 clusters Score -136590.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -136618.656250 Penalty: 3713.082031
	Iteration 14Q: 3 clusters Score -136618.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -136654.015625 Penalty: 3713.082031
	Iteration 15Q: 3 clusters Score -136654 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -136683.109375 Penalty: 3713.082031
	Iteration 16Q: 3 clusters Score -136683.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -136711.031250 Penalty: 3713.082031
	Iteration 17Q: 3 clusters Score -136711 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -136744.375000 Penalty: 3713.082031
	Iteration 18Q: 3 clusters Score -136744.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -136773.062500 Penalty: 3713.082031
	Iteration 19Q: 3 clusters Score -136773.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -136803.890625 Penalty: 3713.082031
	Iteration 20F: 3 clusters Score -136803.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -136843.156250 Penalty: 3713.082031
	Iteration 21Q: 3 clusters Score -136843.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -136874.843750 Penalty: 3713.082031
	Iteration 22Q: 3 clusters Score -136874.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -136901.156250 Penalty: 3713.082031
	Iteration 23Q: 3 clusters Score -136901.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -136930.703125 Penalty: 3713.082031
	Iteration 24Q: 3 clusters Score -136930.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -136956.140625 Penalty: 3713.082031
	Iteration 25Q: 3 clusters Score -136956.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -136973.328125 Penalty: 3713.082031
	Iteration 26Q: 3 clusters Score -136973.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -136994.328125 Penalty: 3713.082031
	Iteration 27Q: 3 clusters Score -136994.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -137004.671875 Penalty: 3713.082031
	Iteration 28Q: 3 clusters Score -137004.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -137006.109375 Penalty: 3713.082031
	Iteration 29Q: 3 clusters Score -137006.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -137007.078125 Penalty: 3713.082031
	Iteration 30Q: 3 clusters Score -137007.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -137011.468750 Penalty: 3713.082031
	Iteration 31Q: 3 clusters Score -137011.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -137011.468750 Penalty: 3713.082031
	Iteration 32F: 3 clusters Score -137011.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (291904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291904 members 
Entering Unmasked Estep 
Score: -34305376.000000 Penalty: 3120.876709
	Iteration 0F: 2 clusters Score -3.430538e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145820 members 
Mstep: Class 2 contains 146084 members 
Entering Unmasked Estep 
Score: -34115808.000000 Penalty: 6241.753418
	Iteration 0F: 3 clusters Score -3.411581e+07 nChanged 141158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143686 members 
Mstep: Class 2 contains 148218 members 
Entering Unmasked Estep 
Score: -34198704.000000 Penalty: 6241.753418
	Iteration 1F: 3 clusters Score -3.41987e+07 nChanged 6508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142428 members 
Mstep: Class 2 contains 149476 members 
Entering Unmasked Estep 
Score: -34199848.000000 Penalty: 6241.753418
	Iteration 2Q: 3 clusters Score -3.419985e+07 nChanged 6650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140346 members 
Mstep: Class 2 contains 151558 members 
Entering Unmasked Estep 
Score: -34201196.000000 Penalty: 6241.753418
	Iteration 3Q: 3 clusters Score -3.42012e+07 nChanged 7308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136930 members 
Mstep: Class 2 contains 154974 members 
Entering Unmasked Estep 
Score: -34202780.000000 Penalty: 6241.753418
	Iteration 4Q: 3 clusters Score -3.420278e+07 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131567 members 
Mstep: Class 2 contains 160337 members 
Entering Unmasked Estep 
Score: -34204752.000000 Penalty: 6241.753418
	Iteration 5Q: 3 clusters Score -3.420475e+07 nChanged 10539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123218 members 
Mstep: Class 2 contains 168686 members 
Entering Unmasked Estep 
Score: -34208352.000000 Penalty: 6241.753418
	Iteration 6Q: 3 clusters Score -3.420835e+07 nChanged 14095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110617 members 
Mstep: Class 2 contains 181287 members 
Entering Unmasked Estep 
Score: -34215000.000000 Penalty: 6241.753418
	Iteration 7Q: 3 clusters Score -3.4215e+07 nChanged 18439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92912 members 
Mstep: Class 2 contains 198992 members 
Entering Unmasked Estep 
Score: -34226004.000000 Penalty: 6241.753418
	Iteration 8F: 3 clusters Score -3.4226e+07 nChanged 22590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70656 members 
Mstep: Class 2 contains 221248 members 
Entering Unmasked Estep 
Score: -34242772.000000 Penalty: 6241.753418
	Iteration 9F: 3 clusters Score -3.424277e+07 nChanged 23322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47436 members 
Mstep: Class 2 contains 244468 members 
Entering Unmasked Estep 
Score: -34262232.000000 Penalty: 6241.753418
	Iteration 10F: 3 clusters Score -3.426223e+07 nChanged 19419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 263845 members 
Entering Unmasked Estep 
Score: -34279036.000000 Penalty: 6241.753418
	Iteration 11F: 3 clusters Score -3.427904e+07 nChanged 13306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 277135 members 
Entering Unmasked Estep 
Score: -34290672.000000 Penalty: 6241.753418
	Iteration 12Q: 3 clusters Score -3.429067e+07 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 285043 members 
Entering Unmasked Estep 
Score: -34297512.000000 Penalty: 6241.753418
	Iteration 13Q: 3 clusters Score -3.429751e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 288956 members 
Entering Unmasked Estep 
Score: -34300560.000000 Penalty: 6241.753418
	Iteration 14Q: 3 clusters Score -3.430056e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 290528 members 
Entering Unmasked Estep 
Score: -34301856.000000 Penalty: 6241.753418
	Iteration 15Q: 3 clusters Score -3.430186e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 291115 members 
Entering Unmasked Estep 
Score: -34302100.000000 Penalty: 6241.753418
	Iteration 16Q: 3 clusters Score -3.43021e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 291341 members 
Entering Unmasked Estep 
Score: -34302324.000000 Penalty: 6241.753418
	Iteration 17Q: 3 clusters Score -3.430232e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 291446 members 
Entering Unmasked Estep 
Score: -34302412.000000 Penalty: 6241.753418
	Iteration 18Q: 3 clusters Score -3.430241e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 291502 members 
Entering Unmasked Estep 
Score: -34302524.000000 Penalty: 6241.753418
	Iteration 19Q: 3 clusters Score -3.430252e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 291524 members 
Entering Unmasked Estep 
Score: -34302548.000000 Penalty: 6241.753418
	Iteration 20F: 3 clusters Score -3.430255e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 291537 members 
Entering Unmasked Estep 
Score: -34302544.000000 Penalty: 6241.753418
	Iteration 21Q: 3 clusters Score -3.430254e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 291548 members 
Entering Unmasked Estep 
Score: -34302560.000000 Penalty: 6241.753418
	Iteration 22Q: 3 clusters Score -3.430256e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 291552 members 
Entering Unmasked Estep 
Score: -34302572.000000 Penalty: 6241.753418
	Iteration 23Q: 3 clusters Score -3.430257e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 291557 members 
Entering Unmasked Estep 
Score: -34302588.000000 Penalty: 6241.753418
	Iteration 24Q: 3 clusters Score -3.430259e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 291561 members 
Entering Unmasked Estep 
Score: -34302584.000000 Penalty: 6241.753418
	Iteration 25Q: 3 clusters Score -3.430258e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 291563 members 
Entering Unmasked Estep 
Score: -34302588.000000 Penalty: 6241.753418
	Iteration 26Q: 3 clusters Score -3.430259e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 291565 members 
Entering Unmasked Estep 
Score: -34302592.000000 Penalty: 6241.753418
	Iteration 27Q: 3 clusters Score -3.430259e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 291568 members 
Entering Unmasked Estep 
Score: -34302608.000000 Penalty: 6241.753418
	Iteration 28Q: 3 clusters Score -3.430261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 291572 members 
Entering Unmasked Estep 
Score: -34302624.000000 Penalty: 6241.753418
	Iteration 29Q: 3 clusters Score -3.430262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 291575 members 
Entering Unmasked Estep 
Score: -34302596.000000 Penalty: 6241.753418
	Iteration 30Q: 3 clusters Score -3.43026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 291576 members 
Entering Unmasked Estep 
Score: -34302616.000000 Penalty: 6241.753418
	Iteration 31Q: 3 clusters Score -3.430262e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 291576 members 
Entering Unmasked Estep 
Score: -34302616.000000 Penalty: 6241.753418
	Iteration 32F: 3 clusters Score -3.430262e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Entering Unmasked Estep 
Score: -1201638.750000 Penalty: 2289.415771
	Iteration 0F: 2 clusters Score -1201639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1193783.375000 Penalty: 4578.831543
	Iteration 0F: 3 clusters Score -1193783 nChanged 4286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1196127.250000 Penalty: 4578.831543
	Iteration 1F: 3 clusters Score -1196127 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1196401.000000 Penalty: 4578.831543
	Iteration 2F: 3 clusters Score -1196401 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1196619.875000 Penalty: 4578.831543
	Iteration 3Q: 3 clusters Score -1196620 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1196795.000000 Penalty: 4578.831543
	Iteration 4Q: 3 clusters Score -1196795 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1197012.875000 Penalty: 4578.831543
	Iteration 5Q: 3 clusters Score -1197013 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1197243.500000 Penalty: 4578.831543
	Iteration 6Q: 3 clusters Score -1197244 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1197481.375000 Penalty: 4578.831543
	Iteration 7Q: 3 clusters Score -1197481 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1197742.250000 Penalty: 4578.831543
	Iteration 8Q: 3 clusters Score -1197742 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1198003.375000 Penalty: 4578.831543
	Iteration 9Q: 3 clusters Score -1198003 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1198238.000000 Penalty: 4578.831543
	Iteration 10Q: 3 clusters Score -1198238 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1198454.875000 Penalty: 4578.831543
	Iteration 11Q: 3 clusters Score -1198455 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1198644.750000 Penalty: 4578.831543
	Iteration 12Q: 3 clusters Score -1198645 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1198784.500000 Penalty: 4578.831543
	Iteration 13Q: 3 clusters Score -1198784 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -1198906.500000 Penalty: 4578.831543
	Iteration 14Q: 3 clusters Score -1198906 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1199014.375000 Penalty: 4578.831543
	Iteration 15Q: 3 clusters Score -1199014 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1199109.125000 Penalty: 4578.831543
	Iteration 16Q: 3 clusters Score -1199109 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -1199190.875000 Penalty: 4578.831543
	Iteration 17Q: 3 clusters Score -1199191 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1199260.125000 Penalty: 4578.831543
	Iteration 18Q: 3 clusters Score -1199260 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1199324.750000 Penalty: 4578.831543
	Iteration 19Q: 3 clusters Score -1199325 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1199368.375000 Penalty: 4578.831543
	Iteration 20F: 3 clusters Score -1199368 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -1199417.000000 Penalty: 4578.831543
	Iteration 21Q: 3 clusters Score -1199417 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1199459.500000 Penalty: 4578.831543
	Iteration 22Q: 3 clusters Score -1199460 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1199490.250000 Penalty: 4578.831543
	Iteration 23Q: 3 clusters Score -1199490 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -1199509.375000 Penalty: 4578.831543
	Iteration 24Q: 3 clusters Score -1199509 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 7000 members 
Entering Unmasked Estep 
Score: -1199521.250000 Penalty: 4578.831543
	Iteration 25Q: 3 clusters Score -1199521 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1199528.625000 Penalty: 4578.831543
	Iteration 26Q: 3 clusters Score -1199529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1199535.250000 Penalty: 4578.831543
	Iteration 27Q: 3 clusters Score -1199535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1199542.125000 Penalty: 4578.831543
	Iteration 28Q: 3 clusters Score -1199542 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1199542.750000 Penalty: 4578.831543
	Iteration 29Q: 3 clusters Score -1199543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1199545.125000 Penalty: 4578.831543
	Iteration 30Q: 3 clusters Score -1199545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1199543.875000 Penalty: 4578.831543
	Iteration 31Q: 3 clusters Score -1199544 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1199549.000000 Penalty: 4578.831543
	Iteration 32Q: 3 clusters Score -1199549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1199549.000000 Penalty: 4578.831543
	Iteration 33F: 3 clusters Score -1199549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16151 members 
Mstep: Class 4 contains 170683 members 
Mstep: Class 5 contains 155728 members 
Mstep: Class 6 contains 25060 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 33768 members 
Mstep: Class 11 contains 34760 members 
Mstep: Class 12 contains 49969 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74240 members 
Mstep: Class 15 contains 19786 members 
Mstep: Class 16 contains 12133 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 188997 members 
Mstep: Class 19 contains 52974 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 169080 members 
Mstep: Class 23 contains 23895 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9386 members 
Mstep: Class 27 contains 14999 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12992 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 291904 members 
Mstep: Class 32 contains 10214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497872.000000 Penalty: 112415.234375
Iteration 399Q: 33 clusters Score -1.614979e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16148 members 
Mstep: Class 4 contains 170624 members 
Mstep: Class 5 contains 155770 members 
Mstep: Class 6 contains 25092 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9075 members 
Mstep: Class 10 contains 33757 members 
Mstep: Class 11 contains 34761 members 
Mstep: Class 12 contains 49960 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74192 members 
Mstep: Class 15 contains 19788 members 
Mstep: Class 16 contains 12134 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 188961 members 
Mstep: Class 19 contains 52960 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 169049 members 
Mstep: Class 23 contains 23894 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9394 members 
Mstep: Class 27 contains 14968 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12989 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 292068 members 
Mstep: Class 32 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497872.000000 Penalty: 112415.234375
Iteration 400F: 33 clusters Score -1.614979e+08 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16140 members 
Mstep: Class 4 contains 170545 members 
Mstep: Class 5 contains 155807 members 
Mstep: Class 6 contains 25116 members 
Mstep: Class 7 contains 3545 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 33751 members 
Mstep: Class 11 contains 34763 members 
Mstep: Class 12 contains 49944 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74155 members 
Mstep: Class 15 contains 19787 members 
Mstep: Class 16 contains 12135 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 188945 members 
Mstep: Class 19 contains 52943 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 169027 members 
Mstep: Class 23 contains 23895 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9398 members 
Mstep: Class 27 contains 14951 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 292230 members 
Mstep: Class 32 contains 10221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497696.000000 Penalty: 112415.234375
Iteration 401Q: 33 clusters Score -1.614977e+08 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16135 members 
Mstep: Class 4 contains 170460 members 
Mstep: Class 5 contains 155861 members 
Mstep: Class 6 contains 25144 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9076 members 
Mstep: Class 10 contains 33744 members 
Mstep: Class 11 contains 34768 members 
Mstep: Class 12 contains 49937 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74113 members 
Mstep: Class 15 contains 19787 members 
Mstep: Class 16 contains 12135 members 
Mstep: Class 17 contains 8706 members 
Mstep: Class 18 contains 188956 members 
Mstep: Class 19 contains 52923 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 168987 members 
Mstep: Class 23 contains 23894 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9403 members 
Mstep: Class 27 contains 14912 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12983 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 292368 members 
Mstep: Class 32 contains 10229 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497984.000000 Penalty: 112415.234375
Iteration 402Q: 33 clusters Score -1.61498e+08 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16134 members 
Mstep: Class 4 contains 170391 members 
Mstep: Class 5 contains 155918 members 
Mstep: Class 6 contains 25169 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9078 members 
Mstep: Class 10 contains 33728 members 
Mstep: Class 11 contains 34767 members 
Mstep: Class 12 contains 49922 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74078 members 
Mstep: Class 15 contains 19789 members 
Mstep: Class 16 contains 12135 members 
Mstep: Class 17 contains 8706 members 
Mstep: Class 18 contains 188982 members 
Mstep: Class 19 contains 52905 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 168927 members 
Mstep: Class 23 contains 23894 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9399 members 
Mstep: Class 27 contains 14873 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12985 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 292507 members 
Mstep: Class 32 contains 10236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498048.000000 Penalty: 112415.234375
Iteration 403Q: 33 clusters Score -1.61498e+08 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16127 members 
Mstep: Class 4 contains 170296 members 
Mstep: Class 5 contains 155974 members 
Mstep: Class 6 contains 25186 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 9079 members 
Mstep: Class 10 contains 33724 members 
Mstep: Class 11 contains 34769 members 
Mstep: Class 12 contains 49915 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74042 members 
Mstep: Class 15 contains 19790 members 
Mstep: Class 16 contains 12135 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 189003 members 
Mstep: Class 19 contains 52886 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 168861 members 
Mstep: Class 23 contains 23893 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9400 members 
Mstep: Class 27 contains 14836 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12982 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 292670 members 
Mstep: Class 32 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498464.000000 Penalty: 112415.234375
Iteration 404Q: 33 clusters Score -1.614985e+08 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16122 members 
Mstep: Class 4 contains 170217 members 
Mstep: Class 5 contains 156002 members 
Mstep: Class 6 contains 25191 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 9080 members 
Mstep: Class 10 contains 33714 members 
Mstep: Class 11 contains 34772 members 
Mstep: Class 12 contains 49910 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 74019 members 
Mstep: Class 15 contains 19792 members 
Mstep: Class 16 contains 12136 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 189038 members 
Mstep: Class 19 contains 52858 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 168771 members 
Mstep: Class 23 contains 23891 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9409 members 
Mstep: Class 27 contains 14801 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12979 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 292853 members 
Mstep: Class 32 contains 10259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498560.000000 Penalty: 112415.234375
Iteration 405Q: 33 clusters Score -1.614986e+08 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16120 members 
Mstep: Class 4 contains 170124 members 
Mstep: Class 5 contains 156029 members 
Mstep: Class 6 contains 25209 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9081 members 
Mstep: Class 10 contains 33711 members 
Mstep: Class 11 contains 34772 members 
Mstep: Class 12 contains 49907 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73990 members 
Mstep: Class 15 contains 19795 members 
Mstep: Class 16 contains 12136 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 189092 members 
Mstep: Class 19 contains 52826 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 168678 members 
Mstep: Class 23 contains 23890 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9418 members 
Mstep: Class 27 contains 14753 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12972 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 293050 members 
Mstep: Class 32 contains 10263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498640.000000 Penalty: 112415.234375
Iteration 406Q: 33 clusters Score -1.614986e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16114 members 
Mstep: Class 4 contains 170002 members 
Mstep: Class 5 contains 156060 members 
Mstep: Class 6 contains 25236 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 2573 members 
Mstep: Class 9 contains 9081 members 
Mstep: Class 10 contains 33696 members 
Mstep: Class 11 contains 34771 members 
Mstep: Class 12 contains 49906 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73955 members 
Mstep: Class 15 contains 19794 members 
Mstep: Class 16 contains 12137 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 189148 members 
Mstep: Class 19 contains 52804 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 168603 members 
Mstep: Class 23 contains 23889 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9422 members 
Mstep: Class 27 contains 14708 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12970 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 293267 members 
Mstep: Class 32 contains 10251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498992.000000 Penalty: 112415.234375
Iteration 407Q: 33 clusters Score -1.61499e+08 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16107 members 
Mstep: Class 4 contains 169882 members 
Mstep: Class 5 contains 156067 members 
Mstep: Class 6 contains 25259 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9083 members 
Mstep: Class 10 contains 33683 members 
Mstep: Class 11 contains 34771 members 
Mstep: Class 12 contains 49912 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73924 members 
Mstep: Class 15 contains 19793 members 
Mstep: Class 16 contains 12137 members 
Mstep: Class 17 contains 8706 members 
Mstep: Class 18 contains 189218 members 
Mstep: Class 19 contains 52771 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 168516 members 
Mstep: Class 23 contains 23889 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9426 members 
Mstep: Class 27 contains 14649 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12963 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 293521 members 
Mstep: Class 32 contains 10245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498560.000000 Penalty: 112415.234375
Iteration 408Q: 33 clusters Score -1.614986e+08 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16102 members 
Mstep: Class 4 contains 169753 members 
Mstep: Class 5 contains 156080 members 
Mstep: Class 6 contains 25284 members 
Mstep: Class 7 contains 3549 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 33674 members 
Mstep: Class 11 contains 34769 members 
Mstep: Class 12 contains 49913 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73897 members 
Mstep: Class 15 contains 19794 members 
Mstep: Class 16 contains 12137 members 
Mstep: Class 17 contains 8705 members 
Mstep: Class 18 contains 189243 members 
Mstep: Class 19 contains 52750 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 168414 members 
Mstep: Class 23 contains 23889 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9433 members 
Mstep: Class 27 contains 14605 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12959 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 293791 members 
Mstep: Class 32 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498544.000000 Penalty: 112415.234375
Iteration 409Q: 33 clusters Score -1.614985e+08 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16094 members 
Mstep: Class 4 contains 169595 members 
Mstep: Class 5 contains 156082 members 
Mstep: Class 6 contains 25302 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 2571 members 
Mstep: Class 9 contains 9084 members 
Mstep: Class 10 contains 33672 members 
Mstep: Class 11 contains 34767 members 
Mstep: Class 12 contains 49920 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73874 members 
Mstep: Class 15 contains 19794 members 
Mstep: Class 16 contains 12137 members 
Mstep: Class 17 contains 8706 members 
Mstep: Class 18 contains 189292 members 
Mstep: Class 19 contains 52714 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 168282 members 
Mstep: Class 23 contains 23890 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9440 members 
Mstep: Class 27 contains 14574 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12953 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 294104 members 
Mstep: Class 32 contains 10247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498752.000000 Penalty: 112415.234375
Iteration 410Q: 33 clusters Score -1.614988e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16086 members 
Mstep: Class 4 contains 169455 members 
Mstep: Class 5 contains 156064 members 
Mstep: Class 6 contains 25329 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9085 members 
Mstep: Class 10 contains 33664 members 
Mstep: Class 11 contains 34766 members 
Mstep: Class 12 contains 49916 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73851 members 
Mstep: Class 15 contains 19793 members 
Mstep: Class 16 contains 12137 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 189327 members 
Mstep: Class 19 contains 52675 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 168109 members 
Mstep: Class 23 contains 23892 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9443 members 
Mstep: Class 27 contains 14544 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12950 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 294484 members 
Mstep: Class 32 contains 10246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498448.000000 Penalty: 112415.234375
Iteration 411Q: 33 clusters Score -1.614984e+08 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16083 members 
Mstep: Class 4 contains 169284 members 
Mstep: Class 5 contains 156034 members 
Mstep: Class 6 contains 25360 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9085 members 
Mstep: Class 10 contains 33650 members 
Mstep: Class 11 contains 34769 members 
Mstep: Class 12 contains 49906 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73830 members 
Mstep: Class 15 contains 19795 members 
Mstep: Class 16 contains 12138 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 189336 members 
Mstep: Class 19 contains 52632 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167957 members 
Mstep: Class 23 contains 23891 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9449 members 
Mstep: Class 27 contains 14520 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12948 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 294903 members 
Mstep: Class 32 contains 10250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498336.000000 Penalty: 112415.234375
Iteration 412Q: 33 clusters Score -1.614983e+08 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16077 members 
Mstep: Class 4 contains 169130 members 
Mstep: Class 5 contains 156027 members 
Mstep: Class 6 contains 25390 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 2573 members 
Mstep: Class 9 contains 9086 members 
Mstep: Class 10 contains 33641 members 
Mstep: Class 11 contains 34774 members 
Mstep: Class 12 contains 49903 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73806 members 
Mstep: Class 15 contains 19796 members 
Mstep: Class 16 contains 12138 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 189305 members 
Mstep: Class 19 contains 52578 members 
Mstep: Class 20 contains 12220 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167802 members 
Mstep: Class 23 contains 23891 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9456 members 
Mstep: Class 27 contains 14480 members 
Mstep: Class 28 contains 568 members 
Mstep: Class 29 contains 12948 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 295338 members 
Mstep: Class 32 contains 10253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498032.000000 Penalty: 112415.234375
Iteration 413Q: 33 clusters Score -1.61498e+08 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16070 members 
Mstep: Class 4 contains 168975 members 
Mstep: Class 5 contains 155998 members 
Mstep: Class 6 contains 25410 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 2574 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 10 contains 33629 members 
Mstep: Class 11 contains 34776 members 
Mstep: Class 12 contains 49897 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73773 members 
Mstep: Class 15 contains 19796 members 
Mstep: Class 16 contains 12138 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 189253 members 
Mstep: Class 19 contains 52534 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167671 members 
Mstep: Class 23 contains 23893 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9461 members 
Mstep: Class 27 contains 14451 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 12942 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 295801 members 
Mstep: Class 32 contains 10259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497920.000000 Penalty: 112415.234375
Iteration 414Q: 33 clusters Score -1.614979e+08 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16057 members 
Mstep: Class 4 contains 168828 members 
Mstep: Class 5 contains 155999 members 
Mstep: Class 6 contains 25435 members 
Mstep: Class 7 contains 3541 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 9087 members 
Mstep: Class 10 contains 33617 members 
Mstep: Class 11 contains 34777 members 
Mstep: Class 12 contains 49886 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73754 members 
Mstep: Class 15 contains 19804 members 
Mstep: Class 16 contains 12138 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 189193 members 
Mstep: Class 19 contains 52500 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167494 members 
Mstep: Class 23 contains 23894 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9466 members 
Mstep: Class 27 contains 14429 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 12931 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 296270 members 
Mstep: Class 32 contains 10255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498064.000000 Penalty: 112415.234375
Iteration 415Q: 33 clusters Score -1.614981e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16054 members 
Mstep: Class 4 contains 168709 members 
Mstep: Class 5 contains 155988 members 
Mstep: Class 6 contains 25470 members 
Mstep: Class 7 contains 3538 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9088 members 
Mstep: Class 10 contains 33613 members 
Mstep: Class 11 contains 34777 members 
Mstep: Class 12 contains 49880 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73740 members 
Mstep: Class 15 contains 19805 members 
Mstep: Class 16 contains 12140 members 
Mstep: Class 17 contains 8714 members 
Mstep: Class 18 contains 189068 members 
Mstep: Class 19 contains 52456 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167324 members 
Mstep: Class 23 contains 23892 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9477 members 
Mstep: Class 27 contains 14412 members 
Mstep: Class 28 contains 569 members 
Mstep: Class 29 contains 12925 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 296752 members 
Mstep: Class 32 contains 10248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497792.000000 Penalty: 112415.234375
Iteration 416Q: 33 clusters Score -1.614978e+08 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7870 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16048 members 
Mstep: Class 4 contains 168587 members 
Mstep: Class 5 contains 155995 members 
Mstep: Class 6 contains 25496 members 
Mstep: Class 7 contains 3537 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9089 members 
Mstep: Class 10 contains 33603 members 
Mstep: Class 11 contains 34777 members 
Mstep: Class 12 contains 49865 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73724 members 
Mstep: Class 15 contains 19800 members 
Mstep: Class 16 contains 12140 members 
Mstep: Class 17 contains 8714 members 
Mstep: Class 18 contains 188952 members 
Mstep: Class 19 contains 52395 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167177 members 
Mstep: Class 23 contains 23895 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9474 members 
Mstep: Class 27 contains 14396 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12916 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 297247 members 
Mstep: Class 32 contains 10244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497872.000000 Penalty: 112415.234375
Iteration 417Q: 33 clusters Score -1.614979e+08 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16041 members 
Mstep: Class 4 contains 168494 members 
Mstep: Class 5 contains 155957 members 
Mstep: Class 6 contains 25524 members 
Mstep: Class 7 contains 3538 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9089 members 
Mstep: Class 10 contains 33594 members 
Mstep: Class 11 contains 34778 members 
Mstep: Class 12 contains 49854 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73711 members 
Mstep: Class 15 contains 19794 members 
Mstep: Class 16 contains 12140 members 
Mstep: Class 17 contains 8714 members 
Mstep: Class 18 contains 188857 members 
Mstep: Class 19 contains 52342 members 
Mstep: Class 20 contains 12218 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167045 members 
Mstep: Class 23 contains 23898 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9479 members 
Mstep: Class 27 contains 14383 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12902 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 297690 members 
Mstep: Class 32 contains 10248 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498144.000000 Penalty: 112415.234375
Iteration 418Q: 33 clusters Score -1.614981e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16041 members 
Mstep: Class 4 contains 168406 members 
Mstep: Class 5 contains 155938 members 
Mstep: Class 6 contains 25547 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9089 members 
Mstep: Class 10 contains 33568 members 
Mstep: Class 11 contains 34778 members 
Mstep: Class 12 contains 49846 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73699 members 
Mstep: Class 15 contains 19790 members 
Mstep: Class 16 contains 12141 members 
Mstep: Class 17 contains 8714 members 
Mstep: Class 18 contains 188790 members 
Mstep: Class 19 contains 52299 members 
Mstep: Class 20 contains 12219 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166874 members 
Mstep: Class 23 contains 23897 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9479 members 
Mstep: Class 27 contains 14365 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12892 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 298133 members 
Mstep: Class 32 contains 10251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498160.000000 Penalty: 112415.234375
Iteration 419Q: 33 clusters Score -1.614982e+08 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16036 members 
Mstep: Class 4 contains 168305 members 
Mstep: Class 5 contains 155942 members 
Mstep: Class 6 contains 25575 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 9089 members 
Mstep: Class 10 contains 33550 members 
Mstep: Class 11 contains 34777 members 
Mstep: Class 12 contains 49846 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73688 members 
Mstep: Class 15 contains 19791 members 
Mstep: Class 16 contains 12142 members 
Mstep: Class 17 contains 8714 members 
Mstep: Class 18 contains 188753 members 
Mstep: Class 19 contains 52260 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166714 members 
Mstep: Class 23 contains 23894 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9486 members 
Mstep: Class 27 contains 14356 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12885 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 298487 members 
Mstep: Class 32 contains 10251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498000.000000 Penalty: 112415.234375
Iteration 420F: 33 clusters Score -1.61498e+08 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16029 members 
Mstep: Class 4 contains 168231 members 
Mstep: Class 5 contains 155977 members 
Mstep: Class 6 contains 25596 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 9091 members 
Mstep: Class 10 contains 33536 members 
Mstep: Class 11 contains 34778 members 
Mstep: Class 12 contains 49853 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73665 members 
Mstep: Class 15 contains 19791 members 
Mstep: Class 16 contains 12142 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 18 contains 188757 members 
Mstep: Class 19 contains 52224 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166564 members 
Mstep: Class 23 contains 23891 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9502 members 
Mstep: Class 27 contains 14334 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12876 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 298728 members 
Mstep: Class 32 contains 10257 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497648.000000 Penalty: 112415.234375
Iteration 421Q: 33 clusters Score -1.614976e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16016 members 
Mstep: Class 4 contains 168140 members 
Mstep: Class 5 contains 156025 members 
Mstep: Class 6 contains 25619 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 33516 members 
Mstep: Class 11 contains 34777 members 
Mstep: Class 12 contains 49867 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73630 members 
Mstep: Class 15 contains 19792 members 
Mstep: Class 16 contains 12143 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 18 contains 188753 members 
Mstep: Class 19 contains 52186 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166487 members 
Mstep: Class 23 contains 23889 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9517 members 
Mstep: Class 27 contains 14317 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12866 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 298922 members 
Mstep: Class 32 contains 10268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497328.000000 Penalty: 112415.234375
Iteration 422Q: 33 clusters Score -1.614973e+08 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 16005 members 
Mstep: Class 4 contains 168033 members 
Mstep: Class 5 contains 156055 members 
Mstep: Class 6 contains 25636 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 33508 members 
Mstep: Class 11 contains 34778 members 
Mstep: Class 12 contains 49869 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73610 members 
Mstep: Class 15 contains 19792 members 
Mstep: Class 16 contains 12143 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 188764 members 
Mstep: Class 19 contains 52147 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166471 members 
Mstep: Class 23 contains 23888 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9528 members 
Mstep: Class 27 contains 14297 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12858 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 299081 members 
Mstep: Class 32 contains 10267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497072.000000 Penalty: 112415.234375
Iteration 423Q: 33 clusters Score -1.614971e+08 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15999 members 
Mstep: Class 4 contains 167938 members 
Mstep: Class 5 contains 156062 members 
Mstep: Class 6 contains 25643 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 33501 members 
Mstep: Class 11 contains 34781 members 
Mstep: Class 12 contains 49863 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73586 members 
Mstep: Class 15 contains 19793 members 
Mstep: Class 16 contains 12143 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 188783 members 
Mstep: Class 19 contains 52123 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166509 members 
Mstep: Class 23 contains 23888 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9535 members 
Mstep: Class 27 contains 14285 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12856 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 299167 members 
Mstep: Class 32 contains 10277 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497024.000000 Penalty: 112415.234375
Iteration 424Q: 33 clusters Score -1.61497e+08 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15983 members 
Mstep: Class 4 contains 167849 members 
Mstep: Class 5 contains 156099 members 
Mstep: Class 6 contains 25662 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 10 contains 33493 members 
Mstep: Class 11 contains 34781 members 
Mstep: Class 12 contains 49862 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73561 members 
Mstep: Class 15 contains 19799 members 
Mstep: Class 16 contains 12143 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 188803 members 
Mstep: Class 19 contains 52106 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166567 members 
Mstep: Class 23 contains 23890 members 
Mstep: Class 24 contains 2226 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9542 members 
Mstep: Class 27 contains 14274 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12853 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 299174 members 
Mstep: Class 32 contains 10289 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496928.000000 Penalty: 112415.234375
Iteration 425Q: 33 clusters Score -1.614969e+08 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15971 members 
Mstep: Class 4 contains 167797 members 
Mstep: Class 5 contains 156174 members 
Mstep: Class 6 contains 25670 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 10 contains 33487 members 
Mstep: Class 11 contains 34780 members 
Mstep: Class 12 contains 49861 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73527 members 
Mstep: Class 15 contains 19803 members 
Mstep: Class 16 contains 12144 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 188821 members 
Mstep: Class 19 contains 52082 members 
Mstep: Class 20 contains 12225 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166603 members 
Mstep: Class 23 contains 23890 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9552 members 
Mstep: Class 27 contains 14255 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12847 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 299158 members 
Mstep: Class 32 contains 10310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497024.000000 Penalty: 112415.234375
Iteration 426Q: 33 clusters Score -1.61497e+08 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15959 members 
Mstep: Class 4 contains 167796 members 
Mstep: Class 5 contains 156241 members 
Mstep: Class 6 contains 25666 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 10 contains 33485 members 
Mstep: Class 11 contains 34780 members 
Mstep: Class 12 contains 49857 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73492 members 
Mstep: Class 15 contains 19806 members 
Mstep: Class 16 contains 12144 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 188820 members 
Mstep: Class 19 contains 52061 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166634 members 
Mstep: Class 23 contains 23892 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9560 members 
Mstep: Class 27 contains 14225 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12844 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 299130 members 
Mstep: Class 32 contains 10334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497136.000000 Penalty: 112415.234375
Iteration 427Q: 33 clusters Score -1.614971e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15946 members 
Mstep: Class 4 contains 167785 members 
Mstep: Class 5 contains 156287 members 
Mstep: Class 6 contains 25674 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 10 contains 33479 members 
Mstep: Class 11 contains 34778 members 
Mstep: Class 12 contains 49852 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73457 members 
Mstep: Class 15 contains 19813 members 
Mstep: Class 16 contains 12144 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 188811 members 
Mstep: Class 19 contains 52030 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166701 members 
Mstep: Class 23 contains 23894 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9563 members 
Mstep: Class 27 contains 14199 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12846 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 299103 members 
Mstep: Class 32 contains 10363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497168.000000 Penalty: 112415.234375
Iteration 428Q: 33 clusters Score -1.614972e+08 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15934 members 
Mstep: Class 4 contains 167749 members 
Mstep: Class 5 contains 156350 members 
Mstep: Class 6 contains 25677 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 9094 members 
Mstep: Class 10 contains 33467 members 
Mstep: Class 11 contains 34779 members 
Mstep: Class 12 contains 49855 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73445 members 
Mstep: Class 15 contains 19813 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 188811 members 
Mstep: Class 19 contains 52007 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166783 members 
Mstep: Class 23 contains 23892 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9574 members 
Mstep: Class 27 contains 14175 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12848 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 299054 members 
Mstep: Class 32 contains 10369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496960.000000 Penalty: 112415.234375
Iteration 429Q: 33 clusters Score -1.61497e+08 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15924 members 
Mstep: Class 4 contains 167699 members 
Mstep: Class 5 contains 156432 members 
Mstep: Class 6 contains 25678 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 9094 members 
Mstep: Class 10 contains 33458 members 
Mstep: Class 11 contains 34781 members 
Mstep: Class 12 contains 49853 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73428 members 
Mstep: Class 15 contains 19812 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 188804 members 
Mstep: Class 19 contains 51996 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166865 members 
Mstep: Class 23 contains 23893 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9584 members 
Mstep: Class 27 contains 14149 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12846 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 299015 members 
Mstep: Class 32 contains 10369 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496912.000000 Penalty: 112415.234375
Iteration 430Q: 33 clusters Score -1.614969e+08 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15913 members 
Mstep: Class 4 contains 167626 members 
Mstep: Class 5 contains 156516 members 
Mstep: Class 6 contains 25666 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 2580 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 33452 members 
Mstep: Class 11 contains 34779 members 
Mstep: Class 12 contains 49844 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73419 members 
Mstep: Class 15 contains 19811 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 8712 members 
Mstep: Class 18 contains 188820 members 
Mstep: Class 19 contains 51978 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 166935 members 
Mstep: Class 23 contains 23893 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9598 members 
Mstep: Class 27 contains 14132 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12848 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 298992 members 
Mstep: Class 32 contains 10365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496960.000000 Penalty: 112415.234375
Iteration 431Q: 33 clusters Score -1.61497e+08 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15906 members 
Mstep: Class 4 contains 167583 members 
Mstep: Class 5 contains 156582 members 
Mstep: Class 6 contains 25664 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 33441 members 
Mstep: Class 11 contains 34780 members 
Mstep: Class 12 contains 49837 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73395 members 
Mstep: Class 15 contains 19807 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 8713 members 
Mstep: Class 18 contains 188808 members 
Mstep: Class 19 contains 51959 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167003 members 
Mstep: Class 23 contains 23892 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9612 members 
Mstep: Class 27 contains 14112 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12847 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 298974 members 
Mstep: Class 32 contains 10389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497072.000000 Penalty: 112415.234375
Iteration 432Q: 33 clusters Score -1.614971e+08 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15896 members 
Mstep: Class 4 contains 167562 members 
Mstep: Class 5 contains 156664 members 
Mstep: Class 6 contains 25670 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 9092 members 
Mstep: Class 10 contains 33441 members 
Mstep: Class 11 contains 34780 members 
Mstep: Class 12 contains 49836 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73366 members 
Mstep: Class 15 contains 19807 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 188773 members 
Mstep: Class 19 contains 51938 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167029 members 
Mstep: Class 23 contains 23892 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9622 members 
Mstep: Class 27 contains 14098 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12845 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 298973 members 
Mstep: Class 32 contains 10403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496976.000000 Penalty: 112415.234375
Iteration 433Q: 33 clusters Score -1.61497e+08 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15889 members 
Mstep: Class 4 contains 167542 members 
Mstep: Class 5 contains 156710 members 
Mstep: Class 6 contains 25675 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9093 members 
Mstep: Class 10 contains 33439 members 
Mstep: Class 11 contains 34780 members 
Mstep: Class 12 contains 49831 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73343 members 
Mstep: Class 15 contains 19811 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 188763 members 
Mstep: Class 19 contains 51913 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167059 members 
Mstep: Class 23 contains 23892 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9631 members 
Mstep: Class 27 contains 14087 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12843 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 298972 members 
Mstep: Class 32 contains 10418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497008.000000 Penalty: 112415.234375
Iteration 434Q: 33 clusters Score -1.61497e+08 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15880 members 
Mstep: Class 4 contains 167515 members 
Mstep: Class 5 contains 156779 members 
Mstep: Class 6 contains 25679 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9094 members 
Mstep: Class 10 contains 33433 members 
Mstep: Class 11 contains 34782 members 
Mstep: Class 12 contains 49833 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73318 members 
Mstep: Class 15 contains 19811 members 
Mstep: Class 16 contains 12146 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 188760 members 
Mstep: Class 19 contains 51890 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167073 members 
Mstep: Class 23 contains 23890 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9635 members 
Mstep: Class 27 contains 14081 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12842 members 
Mstep: Class 30 contains 1783 members 
Mstep: Class 31 contains 298989 members 
Mstep: Class 32 contains 10411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497136.000000 Penalty: 112415.234375
Iteration 435Q: 33 clusters Score -1.614971e+08 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15872 members 
Mstep: Class 4 contains 167517 members 
Mstep: Class 5 contains 156824 members 
Mstep: Class 6 contains 25670 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 33426 members 
Mstep: Class 11 contains 34780 members 
Mstep: Class 12 contains 49834 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73306 members 
Mstep: Class 15 contains 19807 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 188750 members 
Mstep: Class 19 contains 51876 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167081 members 
Mstep: Class 23 contains 23889 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9643 members 
Mstep: Class 27 contains 14066 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12840 members 
Mstep: Class 30 contains 1784 members 
Mstep: Class 31 contains 299011 members 
Mstep: Class 32 contains 10411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496944.000000 Penalty: 112415.234375
Iteration 436Q: 33 clusters Score -1.614969e+08 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15865 members 
Mstep: Class 4 contains 167502 members 
Mstep: Class 5 contains 156890 members 
Mstep: Class 6 contains 25666 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 2568 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 33424 members 
Mstep: Class 11 contains 34779 members 
Mstep: Class 12 contains 49824 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73289 members 
Mstep: Class 15 contains 19807 members 
Mstep: Class 16 contains 12143 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 188746 members 
Mstep: Class 19 contains 51858 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167106 members 
Mstep: Class 23 contains 23890 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9646 members 
Mstep: Class 27 contains 14059 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12837 members 
Mstep: Class 30 contains 1785 members 
Mstep: Class 31 contains 299011 members 
Mstep: Class 32 contains 10406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496944.000000 Penalty: 112415.234375
Iteration 437Q: 33 clusters Score -1.614969e+08 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15859 members 
Mstep: Class 4 contains 167465 members 
Mstep: Class 5 contains 156941 members 
Mstep: Class 6 contains 25659 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 2570 members 
Mstep: Class 9 contains 9097 members 
Mstep: Class 10 contains 33417 members 
Mstep: Class 11 contains 34779 members 
Mstep: Class 12 contains 49817 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73267 members 
Mstep: Class 15 contains 19803 members 
Mstep: Class 16 contains 12140 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 188736 members 
Mstep: Class 19 contains 51846 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167174 members 
Mstep: Class 23 contains 23890 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9655 members 
Mstep: Class 27 contains 14053 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12831 members 
Mstep: Class 30 contains 1788 members 
Mstep: Class 31 contains 299019 members 
Mstep: Class 32 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496944.000000 Penalty: 112415.234375
Iteration 438Q: 33 clusters Score -1.614969e+08 nChanged 670
Entering ConstructFrom: 
Score: -161496944.000000 Penalty: 112415.234375
Entering ConstructFrom: 
Trying to split cluster 1 (7847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Entering Unmasked Estep 
Score: -873711.375000 Penalty: 2224.035889
	Iteration 0F: 2 clusters Score -873711.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -867357.687500 Penalty: 4448.071777
	Iteration 0F: 3 clusters Score -867357.7 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -869198.000000 Penalty: 4448.071777
	Iteration 1F: 3 clusters Score -869198 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -869741.812500 Penalty: 4448.071777
	Iteration 2F: 3 clusters Score -869741.8 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -870262.937500 Penalty: 4448.071777
	Iteration 3F: 3 clusters Score -870262.9 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -870697.812500 Penalty: 4448.071777
	Iteration 4F: 3 clusters Score -870697.8 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -871129.312500 Penalty: 4448.071777
	Iteration 5F: 3 clusters Score -871129.3 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -871506.625000 Penalty: 4448.071777
	Iteration 6F: 3 clusters Score -871506.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -871824.687500 Penalty: 4448.071777
	Iteration 7F: 3 clusters Score -871824.7 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -872072.375000 Penalty: 4448.071777
	Iteration 8Q: 3 clusters Score -872072.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -872259.000000 Penalty: 4448.071777
	Iteration 9Q: 3 clusters Score -872259 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -872381.750000 Penalty: 4448.071777
	Iteration 10Q: 3 clusters Score -872381.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 6559 members 
Entering Unmasked Estep 
Score: -872467.500000 Penalty: 4448.071777
	Iteration 11Q: 3 clusters Score -872467.5 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -872518.687500 Penalty: 4448.071777
	Iteration 12Q: 3 clusters Score -872518.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -872553.750000 Penalty: 4448.071777
	Iteration 13Q: 3 clusters Score -872553.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -872575.625000 Penalty: 4448.071777
	Iteration 14Q: 3 clusters Score -872575.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -872599.750000 Penalty: 4448.071777
	Iteration 15Q: 3 clusters Score -872599.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -872615.437500 Penalty: 4448.071777
	Iteration 16Q: 3 clusters Score -872615.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -872621.375000 Penalty: 4448.071777
	Iteration 17Q: 3 clusters Score -872621.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -872623.437500 Penalty: 4448.071777
	Iteration 18Q: 3 clusters Score -872623.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -872627.437500 Penalty: 4448.071777
	Iteration 19Q: 3 clusters Score -872627.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -872628.500000 Penalty: 4448.071777
	Iteration 20F: 3 clusters Score -872628.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -872629.875000 Penalty: 4448.071777
	Iteration 21Q: 3 clusters Score -872629.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -872631.687500 Penalty: 4448.071777
	Iteration 22Q: 3 clusters Score -872631.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -872629.812500 Penalty: 4448.071777
	Iteration 23Q: 3 clusters Score -872629.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -872635.125000 Penalty: 4448.071777
	Iteration 24Q: 3 clusters Score -872635.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -872637.375000 Penalty: 4448.071777
	Iteration 25Q: 3 clusters Score -872637.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -872638.000000 Penalty: 4448.071777
	Iteration 26Q: 3 clusters Score -872638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -872638.500000 Penalty: 4448.071777
	Iteration 27Q: 3 clusters Score -872638.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 6828 members 
Entering Unmasked Estep 
Score: -872638.187500 Penalty: 4448.071777
	Iteration 28Q: 3 clusters Score -872638.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -872641.062500 Penalty: 4448.071777
	Iteration 29Q: 3 clusters Score -872641.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -872640.875000 Penalty: 4448.071777
	Iteration 30Q: 3 clusters Score -872640.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -872640.875000 Penalty: 4448.071777
	Iteration 31F: 3 clusters Score -872640.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Entering Unmasked Estep 
Score: -52405.972656 Penalty: 1609.699463
	Iteration 0F: 2 clusters Score -52405.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -50780.574219 Penalty: 3219.398926
	Iteration 0F: 3 clusters Score -50780.57 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -51204.363281 Penalty: 3219.398926
	Iteration 1F: 3 clusters Score -51204.36 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -51725.121094 Penalty: 3219.398926
	Iteration 2F: 3 clusters Score -51725.12 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -51861.273438 Penalty: 3219.398926
	Iteration 3F: 3 clusters Score -51861.27 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -51955.957031 Penalty: 3219.398926
	Iteration 4Q: 3 clusters Score -51955.96 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -52054.886719 Penalty: 3219.398926
	Iteration 5Q: 3 clusters Score -52054.89 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -52178.449219 Penalty: 3219.398926
	Iteration 6Q: 3 clusters Score -52178.45 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -52254.128906 Penalty: 3219.398926
	Iteration 7Q: 3 clusters Score -52254.13 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -52314.890625 Penalty: 3219.398926
	Iteration 8Q: 3 clusters Score -52314.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -52372.042969 Penalty: 3219.398926
	Iteration 9Q: 3 clusters Score -52372.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -52390.257812 Penalty: 3219.398926
	Iteration 10Q: 3 clusters Score -52390.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -52410.203125 Penalty: 3219.398926
	Iteration 11Q: 3 clusters Score -52410.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -52421.410156 Penalty: 3219.398926
	Iteration 12Q: 3 clusters Score -52421.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -52433.957031 Penalty: 3219.398926
	Iteration 13Q: 3 clusters Score -52433.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -52443.007812 Penalty: 3219.398926
	Iteration 14Q: 3 clusters Score -52443.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -52443.007812 Penalty: 3219.398926
	Iteration 15F: 3 clusters Score -52443.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 513 members 
Mstep: Class 3 contains 15853 members 
Mstep: Class 4 contains 167432 members 
Mstep: Class 5 contains 156957 members 
Mstep: Class 6 contains 25656 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 33425 members 
Mstep: Class 11 contains 34778 members 
Mstep: Class 12 contains 49811 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73247 members 
Mstep: Class 15 contains 19805 members 
Mstep: Class 16 contains 12140 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 188739 members 
Mstep: Class 19 contains 51833 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167252 members 
Mstep: Class 23 contains 23889 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9662 members 
Mstep: Class 27 contains 14048 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12825 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 299001 members 
Mstep: Class 32 contains 10393 members 
Mstep: Class 33 contains 146 members 
Entering Unmasked Estep 
Score: -161495136.000000 Penalty: 115928.210938
Splitting cluster 2 changes total score from -161496944.000000 to -161495136.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 3 (15853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Entering Unmasked Estep 
Score: -1756131.000000 Penalty: 2398.436279
	Iteration 0F: 2 clusters Score -1756131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7941 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -1744715.750000 Penalty: 4796.872559
	Iteration 0F: 3 clusters Score -1744716 nChanged 6807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1748347.375000 Penalty: 4796.872559
	Iteration 1F: 3 clusters Score -1748347 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1748820.000000 Penalty: 4796.872559
	Iteration 2F: 3 clusters Score -1748820 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -1749247.000000 Penalty: 4796.872559
	Iteration 3F: 3 clusters Score -1749247 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1749629.500000 Penalty: 4796.872559
	Iteration 4Q: 3 clusters Score -1749630 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 8311 members 
Entering Unmasked Estep 
Score: -1750072.875000 Penalty: 4796.872559
	Iteration 5Q: 3 clusters Score -1750073 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -1750615.250000 Penalty: 4796.872559
	Iteration 6F: 3 clusters Score -1750615 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1751233.875000 Penalty: 4796.872559
	Iteration 7F: 3 clusters Score -1751234 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 9048 members 
Entering Unmasked Estep 
Score: -1751991.125000 Penalty: 4796.872559
	Iteration 8F: 3 clusters Score -1751991 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1752726.125000 Penalty: 4796.872559
	Iteration 9F: 3 clusters Score -1752726 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1753369.750000 Penalty: 4796.872559
	Iteration 10F: 3 clusters Score -1753370 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -1753806.500000 Penalty: 4796.872559
	Iteration 11Q: 3 clusters Score -1753806 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -1754050.625000 Penalty: 4796.872559
	Iteration 12Q: 3 clusters Score -1754051 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -1754192.500000 Penalty: 4796.872559
	Iteration 13Q: 3 clusters Score -1754192 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 10130 members 
Entering Unmasked Estep 
Score: -1754269.125000 Penalty: 4796.872559
	Iteration 14Q: 3 clusters Score -1754269 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -1754313.500000 Penalty: 4796.872559
	Iteration 15Q: 3 clusters Score -1754314 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -1754357.750000 Penalty: 4796.872559
	Iteration 16Q: 3 clusters Score -1754358 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1754376.000000 Penalty: 4796.872559
	Iteration 17Q: 3 clusters Score -1754376 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1754396.500000 Penalty: 4796.872559
	Iteration 18Q: 3 clusters Score -1754396 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1754422.250000 Penalty: 4796.872559
	Iteration 19Q: 3 clusters Score -1754422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -1754429.875000 Penalty: 4796.872559
	Iteration 20F: 3 clusters Score -1754430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 10618 members 
Entering Unmasked Estep 
Score: -1754438.000000 Penalty: 4796.872559
	Iteration 21Q: 3 clusters Score -1754438 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -1754452.750000 Penalty: 4796.872559
	Iteration 22Q: 3 clusters Score -1754453 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -1754464.375000 Penalty: 4796.872559
	Iteration 23Q: 3 clusters Score -1754464 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -1754472.750000 Penalty: 4796.872559
	Iteration 24Q: 3 clusters Score -1754473 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -1754477.625000 Penalty: 4796.872559
	Iteration 25Q: 3 clusters Score -1754478 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1754481.875000 Penalty: 4796.872559
	Iteration 26Q: 3 clusters Score -1754482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -1754485.875000 Penalty: 4796.872559
	Iteration 27Q: 3 clusters Score -1754486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4977 members 
Mstep: Class 2 contains 10876 members 
Entering Unmasked Estep 
Score: -1754489.250000 Penalty: 4796.872559
	Iteration 28Q: 3 clusters Score -1754489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1754495.750000 Penalty: 4796.872559
	Iteration 29Q: 3 clusters Score -1754496 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -1754496.250000 Penalty: 4796.872559
	Iteration 30Q: 3 clusters Score -1754496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1754504.750000 Penalty: 4796.872559
	Iteration 31Q: 3 clusters Score -1754505 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 10954 members 
Entering Unmasked Estep 
Score: -1754504.625000 Penalty: 4796.872559
	Iteration 32Q: 3 clusters Score -1754505 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 10968 members 
Entering Unmasked Estep 
Score: -1754505.250000 Penalty: 4796.872559
	Iteration 33Q: 3 clusters Score -1754505 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1754509.375000 Penalty: 4796.872559
	Iteration 34Q: 3 clusters Score -1754509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -1754508.875000 Penalty: 4796.872559
	Iteration 35Q: 3 clusters Score -1754509 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 11016 members 
Entering Unmasked Estep 
Score: -1754514.375000 Penalty: 4796.872559
	Iteration 36Q: 3 clusters Score -1754514 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -1754516.000000 Penalty: 4796.872559
	Iteration 37Q: 3 clusters Score -1754516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1754513.625000 Penalty: 4796.872559
	Iteration 38Q: 3 clusters Score -1754514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -1754515.375000 Penalty: 4796.872559
	Iteration 39Q: 3 clusters Score -1754515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1754513.875000 Penalty: 4796.872559
	Iteration 40F: 3 clusters Score -1754514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -1754516.125000 Penalty: 4796.872559
	Iteration 41Q: 3 clusters Score -1754516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -1754518.000000 Penalty: 4796.872559
	Iteration 42Q: 3 clusters Score -1754518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1754519.875000 Penalty: 4796.872559
	Iteration 43Q: 3 clusters Score -1754520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 11084 members 
Entering Unmasked Estep 
Score: -1754519.875000 Penalty: 4796.872559
	Iteration 44F: 3 clusters Score -1754520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (167432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167432 members 
Entering Unmasked Estep 
Score: -19755556.000000 Penalty: 2983.026611
	Iteration 0F: 2 clusters Score -1.975556e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83474 members 
Mstep: Class 2 contains 83958 members 
Entering Unmasked Estep 
Score: -19643918.000000 Penalty: 5966.053223
	Iteration 0F: 3 clusters Score -1.964392e+07 nChanged 80221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78883 members 
Mstep: Class 2 contains 88549 members 
Entering Unmasked Estep 
Score: -19691482.000000 Penalty: 5966.053223
	Iteration 1F: 3 clusters Score -1.969148e+07 nChanged 5911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76066 members 
Mstep: Class 2 contains 91366 members 
Entering Unmasked Estep 
Score: -19693172.000000 Penalty: 5966.053223
	Iteration 2Q: 3 clusters Score -1.969317e+07 nChanged 6884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71726 members 
Mstep: Class 2 contains 95706 members 
Entering Unmasked Estep 
Score: -19695792.000000 Penalty: 5966.053223
	Iteration 3Q: 3 clusters Score -1.969579e+07 nChanged 8648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65244 members 
Mstep: Class 2 contains 102188 members 
Entering Unmasked Estep 
Score: -19699962.000000 Penalty: 5966.053223
	Iteration 4F: 3 clusters Score -1.969996e+07 nChanged 10979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56115 members 
Mstep: Class 2 contains 111317 members 
Entering Unmasked Estep 
Score: -19706854.000000 Penalty: 5966.053223
	Iteration 5F: 3 clusters Score -1.970685e+07 nChanged 13129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44472 members 
Mstep: Class 2 contains 122960 members 
Entering Unmasked Estep 
Score: -19716886.000000 Penalty: 5966.053223
	Iteration 6F: 3 clusters Score -1.971689e+07 nChanged 12916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 134842 members 
Entering Unmasked Estep 
Score: -19728980.000000 Penalty: 5966.053223
	Iteration 7F: 3 clusters Score -1.972898e+07 nChanged 10273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 144251 members 
Entering Unmasked Estep 
Score: -19739024.000000 Penalty: 5966.053223
	Iteration 8F: 3 clusters Score -1.973902e+07 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 149765 members 
Entering Unmasked Estep 
Score: -19745522.000000 Penalty: 5966.053223
	Iteration 9Q: 3 clusters Score -1.974552e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 152659 members 
Entering Unmasked Estep 
Score: -19748412.000000 Penalty: 5966.053223
	Iteration 10Q: 3 clusters Score -1.974841e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 154523 members 
Entering Unmasked Estep 
Score: -19749736.000000 Penalty: 5966.053223
	Iteration 11Q: 3 clusters Score -1.974974e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 156041 members 
Entering Unmasked Estep 
Score: -19750452.000000 Penalty: 5966.053223
	Iteration 12Q: 3 clusters Score -1.975045e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 157321 members 
Entering Unmasked Estep 
Score: -19750974.000000 Penalty: 5966.053223
	Iteration 13Q: 3 clusters Score -1.975097e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9029 members 
Mstep: Class 2 contains 158403 members 
Entering Unmasked Estep 
Score: -19751378.000000 Penalty: 5966.053223
	Iteration 14Q: 3 clusters Score -1.975138e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 159327 members 
Entering Unmasked Estep 
Score: -19751740.000000 Penalty: 5966.053223
	Iteration 15Q: 3 clusters Score -1.975174e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 160117 members 
Entering Unmasked Estep 
Score: -19752004.000000 Penalty: 5966.053223
	Iteration 16Q: 3 clusters Score -1.9752e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 160801 members 
Entering Unmasked Estep 
Score: -19752304.000000 Penalty: 5966.053223
	Iteration 17Q: 3 clusters Score -1.97523e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 161464 members 
Entering Unmasked Estep 
Score: -19752568.000000 Penalty: 5966.053223
	Iteration 18Q: 3 clusters Score -1.975257e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 162011 members 
Entering Unmasked Estep 
Score: -19752620.000000 Penalty: 5966.053223
	Iteration 19Q: 3 clusters Score -1.975262e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 162490 members 
Entering Unmasked Estep 
Score: -19752712.000000 Penalty: 5966.053223
	Iteration 20F: 3 clusters Score -1.975271e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 162879 members 
Entering Unmasked Estep 
Score: -19752810.000000 Penalty: 5966.053223
	Iteration 21Q: 3 clusters Score -1.975281e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 163185 members 
Entering Unmasked Estep 
Score: -19752894.000000 Penalty: 5966.053223
	Iteration 22Q: 3 clusters Score -1.975289e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 163453 members 
Entering Unmasked Estep 
Score: -19752906.000000 Penalty: 5966.053223
	Iteration 23Q: 3 clusters Score -1.975291e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 163675 members 
Entering Unmasked Estep 
Score: -19753012.000000 Penalty: 5966.053223
	Iteration 24Q: 3 clusters Score -1.975301e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 163850 members 
Entering Unmasked Estep 
Score: -19753024.000000 Penalty: 5966.053223
	Iteration 25Q: 3 clusters Score -1.975302e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 164004 members 
Entering Unmasked Estep 
Score: -19753096.000000 Penalty: 5966.053223
	Iteration 26Q: 3 clusters Score -1.97531e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 164137 members 
Entering Unmasked Estep 
Score: -19753140.000000 Penalty: 5966.053223
	Iteration 27Q: 3 clusters Score -1.975314e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 164252 members 
Entering Unmasked Estep 
Score: -19753106.000000 Penalty: 5966.053223
	Iteration 28Q: 3 clusters Score -1.975311e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3050 members 
Mstep: Class 2 contains 164382 members 
Entering Unmasked Estep 
Score: -19753108.000000 Penalty: 5966.053223
	Iteration 29Q: 3 clusters Score -1.975311e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 164498 members 
Entering Unmasked Estep 
Score: -19753128.000000 Penalty: 5966.053223
	Iteration 30Q: 3 clusters Score -1.975313e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 164585 members 
Entering Unmasked Estep 
Score: -19753126.000000 Penalty: 5966.053223
	Iteration 31Q: 3 clusters Score -1.975313e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 164663 members 
Entering Unmasked Estep 
Score: -19753192.000000 Penalty: 5966.053223
	Iteration 32Q: 3 clusters Score -1.975319e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 164730 members 
Entering Unmasked Estep 
Score: -19753206.000000 Penalty: 5966.053223
	Iteration 33Q: 3 clusters Score -1.975321e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 164797 members 
Entering Unmasked Estep 
Score: -19753214.000000 Penalty: 5966.053223
	Iteration 34Q: 3 clusters Score -1.975321e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 164862 members 
Entering Unmasked Estep 
Score: -19753204.000000 Penalty: 5966.053223
	Iteration 35Q: 3 clusters Score -1.97532e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 164925 members 
Entering Unmasked Estep 
Score: -19753224.000000 Penalty: 5966.053223
	Iteration 36Q: 3 clusters Score -1.975322e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 164988 members 
Entering Unmasked Estep 
Score: -19753212.000000 Penalty: 5966.053223
	Iteration 37Q: 3 clusters Score -1.975321e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 165039 members 
Entering Unmasked Estep 
Score: -19753212.000000 Penalty: 5966.053223
	Iteration 38Q: 3 clusters Score -1.975321e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 165074 members 
Entering Unmasked Estep 
Score: -19753232.000000 Penalty: 5966.053223
	Iteration 39Q: 3 clusters Score -1.975323e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 165098 members 
Entering Unmasked Estep 
Score: -19753272.000000 Penalty: 5966.053223
	Iteration 40F: 3 clusters Score -1.975327e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 165130 members 
Entering Unmasked Estep 
Score: -19753246.000000 Penalty: 5966.053223
	Iteration 41Q: 3 clusters Score -1.975325e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -19753254.000000 Penalty: 5966.053223
	Iteration 42Q: 3 clusters Score -1.975325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 165186 members 
Entering Unmasked Estep 
Score: -19753242.000000 Penalty: 5966.053223
	Iteration 43Q: 3 clusters Score -1.975324e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 165211 members 
Entering Unmasked Estep 
Score: -19753254.000000 Penalty: 5966.053223
	Iteration 44Q: 3 clusters Score -1.975325e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 165232 members 
Entering Unmasked Estep 
Score: -19753252.000000 Penalty: 5966.053223
	Iteration 45Q: 3 clusters Score -1.975325e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 165251 members 
Entering Unmasked Estep 
Score: -19753262.000000 Penalty: 5966.053223
	Iteration 46Q: 3 clusters Score -1.975326e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 165269 members 
Entering Unmasked Estep 
Score: -19753250.000000 Penalty: 5966.053223
	Iteration 47Q: 3 clusters Score -1.975325e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 165288 members 
Entering Unmasked Estep 
Score: -19753252.000000 Penalty: 5966.053223
	Iteration 48Q: 3 clusters Score -1.975325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 165314 members 
Entering Unmasked Estep 
Score: -19753260.000000 Penalty: 5966.053223
	Iteration 49Q: 3 clusters Score -1.975326e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 165337 members 
Entering Unmasked Estep 
Score: -19753256.000000 Penalty: 5966.053223
	Iteration 50Q: 3 clusters Score -1.975326e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 165365 members 
Entering Unmasked Estep 
Score: -19753264.000000 Penalty: 5966.053223
	Iteration 51Q: 3 clusters Score -1.975326e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 165395 members 
Entering Unmasked Estep 
Score: -19753230.000000 Penalty: 5966.053223
	Iteration 52Q: 3 clusters Score -1.975323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 165414 members 
Entering Unmasked Estep 
Score: -19753234.000000 Penalty: 5966.053223
	Iteration 53Q: 3 clusters Score -1.975323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 165431 members 
Entering Unmasked Estep 
Score: -19753240.000000 Penalty: 5966.053223
	Iteration 54Q: 3 clusters Score -1.975324e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 165453 members 
Entering Unmasked Estep 
Score: -19753226.000000 Penalty: 5966.053223
	Iteration 55Q: 3 clusters Score -1.975323e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 165472 members 
Entering Unmasked Estep 
Score: -19753240.000000 Penalty: 5966.053223
	Iteration 56Q: 3 clusters Score -1.975324e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 165484 members 
Entering Unmasked Estep 
Score: -19753250.000000 Penalty: 5966.053223
	Iteration 57Q: 3 clusters Score -1.975325e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 165493 members 
Entering Unmasked Estep 
Score: -19753264.000000 Penalty: 5966.053223
	Iteration 58Q: 3 clusters Score -1.975326e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 165498 members 
Entering Unmasked Estep 
Score: -19753260.000000 Penalty: 5966.053223
	Iteration 59Q: 3 clusters Score -1.975326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 165502 members 
Entering Unmasked Estep 
Score: -19753262.000000 Penalty: 5966.053223
	Iteration 60F: 3 clusters Score -1.975326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 165503 members 
Entering Unmasked Estep 
Score: -19753266.000000 Penalty: 5966.053223
	Iteration 61Q: 3 clusters Score -1.975327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 165504 members 
Entering Unmasked Estep 
Score: -19753268.000000 Penalty: 5966.053223
	Iteration 62Q: 3 clusters Score -1.975327e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 165505 members 
Entering Unmasked Estep 
Score: -19753260.000000 Penalty: 5966.053223
	Iteration 63Q: 3 clusters Score -1.975326e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 165507 members 
Entering Unmasked Estep 
Score: -19753272.000000 Penalty: 5966.053223
	Iteration 64Q: 3 clusters Score -1.975327e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 165508 members 
Entering Unmasked Estep 
Score: -19753276.000000 Penalty: 5966.053223
	Iteration 65Q: 3 clusters Score -1.975328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -19753274.000000 Penalty: 5966.053223
	Iteration 66Q: 3 clusters Score -1.975327e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -19753274.000000 Penalty: 5966.053223
	Iteration 67F: 3 clusters Score -1.975327e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (156957 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156957 members 
Entering Unmasked Estep 
Score: -18452874.000000 Penalty: 2967.004395
	Iteration 0F: 2 clusters Score -1.845287e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78607 members 
Mstep: Class 2 contains 78350 members 
Entering Unmasked Estep 
Score: -18347762.000000 Penalty: 5934.008789
	Iteration 0F: 3 clusters Score -1.834776e+07 nChanged 75324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 75362 members 
Entering Unmasked Estep 
Score: -18391164.000000 Penalty: 5934.008789
	Iteration 1F: 3 clusters Score -1.839116e+07 nChanged 4464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83457 members 
Mstep: Class 2 contains 73500 members 
Entering Unmasked Estep 
Score: -18392090.000000 Penalty: 5934.008789
	Iteration 2Q: 3 clusters Score -1.839209e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86370 members 
Mstep: Class 2 contains 70587 members 
Entering Unmasked Estep 
Score: -18393426.000000 Penalty: 5934.008789
	Iteration 3Q: 3 clusters Score -1.839343e+07 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 66120 members 
Entering Unmasked Estep 
Score: -18395384.000000 Penalty: 5934.008789
	Iteration 4Q: 3 clusters Score -1.839538e+07 nChanged 7430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97423 members 
Mstep: Class 2 contains 59534 members 
Entering Unmasked Estep 
Score: -18398722.000000 Penalty: 5934.008789
	Iteration 5Q: 3 clusters Score -1.839872e+07 nChanged 9824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106883 members 
Mstep: Class 2 contains 50074 members 
Entering Unmasked Estep 
Score: -18404618.000000 Penalty: 5934.008789
	Iteration 6F: 3 clusters Score -1.840462e+07 nChanged 12407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119138 members 
Mstep: Class 2 contains 37819 members 
Entering Unmasked Estep 
Score: -18414130.000000 Penalty: 5934.008789
	Iteration 7F: 3 clusters Score -1.841413e+07 nChanged 13916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133014 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -18427120.000000 Penalty: 5934.008789
	Iteration 8F: 3 clusters Score -1.842712e+07 nChanged 11976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144984 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -18439484.000000 Penalty: 5934.008789
	Iteration 9F: 3 clusters Score -1.843948e+07 nChanged 7184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152168 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -18446396.000000 Penalty: 5934.008789
	Iteration 10Q: 3 clusters Score -1.84464e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155064 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -18448880.000000 Penalty: 5934.008789
	Iteration 11Q: 3 clusters Score -1.844888e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155995 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -18449740.000000 Penalty: 5934.008789
	Iteration 12Q: 3 clusters Score -1.844974e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156275 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -18449990.000000 Penalty: 5934.008789
	Iteration 13Q: 3 clusters Score -1.844999e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156391 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -18450112.000000 Penalty: 5934.008789
	Iteration 14Q: 3 clusters Score -1.845011e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156428 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -18450170.000000 Penalty: 5934.008789
	Iteration 15Q: 3 clusters Score -1.845017e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156441 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -18450216.000000 Penalty: 5934.008789
	Iteration 16Q: 3 clusters Score -1.845022e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156449 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -18450254.000000 Penalty: 5934.008789
	Iteration 17Q: 3 clusters Score -1.845025e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156459 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -18450266.000000 Penalty: 5934.008789
	Iteration 18Q: 3 clusters Score -1.845027e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18450308.000000 Penalty: 5934.008789
	Iteration 19Q: 3 clusters Score -1.845031e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -18450334.000000 Penalty: 5934.008789
	Iteration 20F: 3 clusters Score -1.845033e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18450350.000000 Penalty: 5934.008789
	Iteration 21Q: 3 clusters Score -1.845035e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18450370.000000 Penalty: 5934.008789
	Iteration 22Q: 3 clusters Score -1.845037e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156453 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18450382.000000 Penalty: 5934.008789
	Iteration 23Q: 3 clusters Score -1.845038e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156452 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -18450384.000000 Penalty: 5934.008789
	Iteration 24Q: 3 clusters Score -1.845038e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156457 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -18450402.000000 Penalty: 5934.008789
	Iteration 25Q: 3 clusters Score -1.84504e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18450420.000000 Penalty: 5934.008789
	Iteration 26Q: 3 clusters Score -1.845042e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156460 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -18450420.000000 Penalty: 5934.008789
	Iteration 27Q: 3 clusters Score -1.845042e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156459 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -18450436.000000 Penalty: 5934.008789
	Iteration 28Q: 3 clusters Score -1.845044e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18450444.000000 Penalty: 5934.008789
	Iteration 29Q: 3 clusters Score -1.845044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18450452.000000 Penalty: 5934.008789
	Iteration 30Q: 3 clusters Score -1.845045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18450452.000000 Penalty: 5934.008789
	Iteration 31Q: 3 clusters Score -1.845045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156458 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -18450458.000000 Penalty: 5934.008789
	Iteration 32Q: 3 clusters Score -1.845046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156456 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -18450456.000000 Penalty: 5934.008789
	Iteration 33Q: 3 clusters Score -1.845046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -18450460.000000 Penalty: 5934.008789
	Iteration 34Q: 3 clusters Score -1.845046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156455 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -18450468.000000 Penalty: 5934.008789
	Iteration 35Q: 3 clusters Score -1.845047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156454 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -18450470.000000 Penalty: 5934.008789
	Iteration 36Q: 3 clusters Score -1.845047e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156453 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18450472.000000 Penalty: 5934.008789
	Iteration 37Q: 3 clusters Score -1.845047e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156453 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -18450472.000000 Penalty: 5934.008789
	Iteration 38F: 3 clusters Score -1.845047e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Entering Unmasked Estep 
Score: -3018154.500000 Penalty: 2517.828125
	Iteration 0F: 2 clusters Score -3018154 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -3000402.250000 Penalty: 5035.656250
	Iteration 0F: 3 clusters Score -3000402 nChanged 11475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3006653.000000 Penalty: 5035.656250
	Iteration 1F: 3 clusters Score -3006653 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -3007046.000000 Penalty: 5035.656250
	Iteration 2Q: 3 clusters Score -3007046 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13983 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -3007415.250000 Penalty: 5035.656250
	Iteration 3Q: 3 clusters Score -3007415 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -3007753.750000 Penalty: 5035.656250
	Iteration 4Q: 3 clusters Score -3007754 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3008129.500000 Penalty: 5035.656250
	Iteration 5Q: 3 clusters Score -3008130 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -3008603.500000 Penalty: 5035.656250
	Iteration 6Q: 3 clusters Score -3008604 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17418 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -3009326.250000 Penalty: 5035.656250
	Iteration 7Q: 3 clusters Score -3009326 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -3010380.000000 Penalty: 5035.656250
	Iteration 8F: 3 clusters Score -3010380 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20461 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3011557.250000 Penalty: 5035.656250
	Iteration 9F: 3 clusters Score -3011557 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -3012839.500000 Penalty: 5035.656250
	Iteration 10F: 3 clusters Score -3012840 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -3013987.500000 Penalty: 5035.656250
	Iteration 11F: 3 clusters Score -3013988 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -3014811.000000 Penalty: 5035.656250
	Iteration 12Q: 3 clusters Score -3014811 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24828 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3015310.250000 Penalty: 5035.656250
	Iteration 13Q: 3 clusters Score -3015310 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -3015579.000000 Penalty: 5035.656250
	Iteration 14Q: 3 clusters Score -3015579 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25272 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -3015744.000000 Penalty: 5035.656250
	Iteration 15Q: 3 clusters Score -3015744 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3015850.750000 Penalty: 5035.656250
	Iteration 16Q: 3 clusters Score -3015851 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -3015898.500000 Penalty: 5035.656250
	Iteration 17Q: 3 clusters Score -3015898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -3015921.000000 Penalty: 5035.656250
	Iteration 18Q: 3 clusters Score -3015921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25401 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -3015933.750000 Penalty: 5035.656250
	Iteration 19Q: 3 clusters Score -3015934 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -3015942.250000 Penalty: 5035.656250
	Iteration 20F: 3 clusters Score -3015942 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3015946.500000 Penalty: 5035.656250
	Iteration 21Q: 3 clusters Score -3015946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -3015953.750000 Penalty: 5035.656250
	Iteration 22Q: 3 clusters Score -3015954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -3015955.750000 Penalty: 5035.656250
	Iteration 23Q: 3 clusters Score -3015956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3015958.750000 Penalty: 5035.656250
	Iteration 24Q: 3 clusters Score -3015959 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3015964.500000 Penalty: 5035.656250
	Iteration 25Q: 3 clusters Score -3015964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -3015964.500000 Penalty: 5035.656250
	Iteration 26F: 3 clusters Score -3015964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3530 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Entering Unmasked Estep 
Score: -400258.343750 Penalty: 2025.925171
	Iteration 0F: 2 clusters Score -400258.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -396661.656250 Penalty: 4051.850342
	Iteration 0F: 3 clusters Score -396661.7 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -397385.343750 Penalty: 4051.850342
	Iteration 1F: 3 clusters Score -397385.3 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -397534.843750 Penalty: 4051.850342
	Iteration 2F: 3 clusters Score -397534.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -397635.281250 Penalty: 4051.850342
	Iteration 3Q: 3 clusters Score -397635.3 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -397698.531250 Penalty: 4051.850342
	Iteration 4Q: 3 clusters Score -397698.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -397744.937500 Penalty: 4051.850342
	Iteration 5Q: 3 clusters Score -397744.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -397773.343750 Penalty: 4051.850342
	Iteration 6Q: 3 clusters Score -397773.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -397790.812500 Penalty: 4051.850342
	Iteration 7Q: 3 clusters Score -397790.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -397806.625000 Penalty: 4051.850342
	Iteration 8Q: 3 clusters Score -397806.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -397819.531250 Penalty: 4051.850342
	Iteration 9Q: 3 clusters Score -397819.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -397835.093750 Penalty: 4051.850342
	Iteration 10Q: 3 clusters Score -397835.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -397847.000000 Penalty: 4051.850342
	Iteration 11Q: 3 clusters Score -397847 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -397857.187500 Penalty: 4051.850342
	Iteration 12Q: 3 clusters Score -397857.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -397867.906250 Penalty: 4051.850342
	Iteration 13Q: 3 clusters Score -397867.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -397880.562500 Penalty: 4051.850342
	Iteration 14Q: 3 clusters Score -397880.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -397888.093750 Penalty: 4051.850342
	Iteration 15Q: 3 clusters Score -397888.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -397894.468750 Penalty: 4051.850342
	Iteration 16Q: 3 clusters Score -397894.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -397899.343750 Penalty: 4051.850342
	Iteration 17Q: 3 clusters Score -397899.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -397901.906250 Penalty: 4051.850342
	Iteration 18Q: 3 clusters Score -397901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -397903.812500 Penalty: 4051.850342
	Iteration 19Q: 3 clusters Score -397903.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -397906.968750 Penalty: 4051.850342
	Iteration 20F: 3 clusters Score -397907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -397909.750000 Penalty: 4051.850342
	Iteration 21Q: 3 clusters Score -397909.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -397913.781250 Penalty: 4051.850342
	Iteration 22Q: 3 clusters Score -397913.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -397915.156250 Penalty: 4051.850342
	Iteration 23Q: 3 clusters Score -397915.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -397916.437500 Penalty: 4051.850342
	Iteration 24Q: 3 clusters Score -397916.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -397916.562500 Penalty: 4051.850342
	Iteration 25Q: 3 clusters Score -397916.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -397917.625000 Penalty: 4051.850342
	Iteration 26Q: 3 clusters Score -397917.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -397917.531250 Penalty: 4051.850342
	Iteration 27Q: 3 clusters Score -397917.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -397917.531250 Penalty: 4051.850342
	Iteration 28F: 3 clusters Score -397917.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2569 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Entering Unmasked Estep 
Score: -269386.906250 Penalty: 1947.115479
	Iteration 0F: 2 clusters Score -269386.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -266363.468750 Penalty: 3894.230957
	Iteration 0F: 3 clusters Score -266363.5 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -266949.875000 Penalty: 3894.230957
	Iteration 1F: 3 clusters Score -266949.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -267148.593750 Penalty: 3894.230957
	Iteration 2F: 3 clusters Score -267148.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -267265.875000 Penalty: 3894.230957
	Iteration 3F: 3 clusters Score -267265.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -267350.156250 Penalty: 3894.230957
	Iteration 4Q: 3 clusters Score -267350.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -267424.156250 Penalty: 3894.230957
	Iteration 5Q: 3 clusters Score -267424.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -267477.406250 Penalty: 3894.230957
	Iteration 6Q: 3 clusters Score -267477.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -267517.343750 Penalty: 3894.230957
	Iteration 7Q: 3 clusters Score -267517.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -267544.125000 Penalty: 3894.230957
	Iteration 8Q: 3 clusters Score -267544.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -267565.375000 Penalty: 3894.230957
	Iteration 9Q: 3 clusters Score -267565.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -267580.531250 Penalty: 3894.230957
	Iteration 10Q: 3 clusters Score -267580.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -267595.218750 Penalty: 3894.230957
	Iteration 11Q: 3 clusters Score -267595.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -267606.656250 Penalty: 3894.230957
	Iteration 12Q: 3 clusters Score -267606.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -267616.187500 Penalty: 3894.230957
	Iteration 13Q: 3 clusters Score -267616.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -267624.625000 Penalty: 3894.230957
	Iteration 14Q: 3 clusters Score -267624.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -267630.468750 Penalty: 3894.230957
	Iteration 15Q: 3 clusters Score -267630.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -267637.062500 Penalty: 3894.230957
	Iteration 16Q: 3 clusters Score -267637.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -267642.906250 Penalty: 3894.230957
	Iteration 17Q: 3 clusters Score -267642.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -267650.062500 Penalty: 3894.230957
	Iteration 18Q: 3 clusters Score -267650.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -267659.312500 Penalty: 3894.230957
	Iteration 19Q: 3 clusters Score -267659.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -267665.000000 Penalty: 3894.230957
	Iteration 20F: 3 clusters Score -267665 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -267668.250000 Penalty: 3894.230957
	Iteration 21Q: 3 clusters Score -267668.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -267670.593750 Penalty: 3894.230957
	Iteration 22Q: 3 clusters Score -267670.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -267677.000000 Penalty: 3894.230957
	Iteration 23Q: 3 clusters Score -267677 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -267682.062500 Penalty: 3894.230957
	Iteration 24Q: 3 clusters Score -267682.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -267687.375000 Penalty: 3894.230957
	Iteration 25Q: 3 clusters Score -267687.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -267691.968750 Penalty: 3894.230957
	Iteration 26Q: 3 clusters Score -267692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -267698.687500 Penalty: 3894.230957
	Iteration 27Q: 3 clusters Score -267698.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -267704.281250 Penalty: 3894.230957
	Iteration 28Q: 3 clusters Score -267704.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -267707.937500 Penalty: 3894.230957
	Iteration 29Q: 3 clusters Score -267707.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -267712.625000 Penalty: 3894.230957
	Iteration 30Q: 3 clusters Score -267712.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -267715.218750 Penalty: 3894.230957
	Iteration 31Q: 3 clusters Score -267715.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -267718.062500 Penalty: 3894.230957
	Iteration 32Q: 3 clusters Score -267718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -267720.375000 Penalty: 3894.230957
	Iteration 33Q: 3 clusters Score -267720.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -267724.125000 Penalty: 3894.230957
	Iteration 34Q: 3 clusters Score -267724.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -267730.031250 Penalty: 3894.230957
	Iteration 35Q: 3 clusters Score -267730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -267739.156250 Penalty: 3894.230957
	Iteration 36Q: 3 clusters Score -267739.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -267747.218750 Penalty: 3894.230957
	Iteration 37Q: 3 clusters Score -267747.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -267751.531250 Penalty: 3894.230957
	Iteration 38Q: 3 clusters Score -267751.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -267757.031250 Penalty: 3894.230957
	Iteration 39Q: 3 clusters Score -267757 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -267763.343750 Penalty: 3894.230957
	Iteration 40F: 3 clusters Score -267763.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -267770.781250 Penalty: 3894.230957
	Iteration 41Q: 3 clusters Score -267770.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -267780.781250 Penalty: 3894.230957
	Iteration 42Q: 3 clusters Score -267780.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -267786.281250 Penalty: 3894.230957
	Iteration 43Q: 3 clusters Score -267786.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -267793.093750 Penalty: 3894.230957
	Iteration 44Q: 3 clusters Score -267793.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -267799.000000 Penalty: 3894.230957
	Iteration 45Q: 3 clusters Score -267799 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -267804.093750 Penalty: 3894.230957
	Iteration 46Q: 3 clusters Score -267804.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -267811.687500 Penalty: 3894.230957
	Iteration 47Q: 3 clusters Score -267811.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -267817.093750 Penalty: 3894.230957
	Iteration 48Q: 3 clusters Score -267817.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -267820.937500 Penalty: 3894.230957
	Iteration 49Q: 3 clusters Score -267820.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -267822.843750 Penalty: 3894.230957
	Iteration 50Q: 3 clusters Score -267822.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -267823.250000 Penalty: 3894.230957
	Iteration 51Q: 3 clusters Score -267823.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -267823.500000 Penalty: 3894.230957
	Iteration 52Q: 3 clusters Score -267823.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -267823.500000 Penalty: 3894.230957
	Iteration 53F: 3 clusters Score -267823.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Entering Unmasked Estep 
Score: -906076.875000 Penalty: 2260.748291
	Iteration 0F: 2 clusters Score -906076.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -899074.562500 Penalty: 4521.496582
	Iteration 0F: 3 clusters Score -899074.6 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -901139.625000 Penalty: 4521.496582
	Iteration 1F: 3 clusters Score -901139.6 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -901482.437500 Penalty: 4521.496582
	Iteration 2F: 3 clusters Score -901482.4 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -901770.312500 Penalty: 4521.496582
	Iteration 3F: 3 clusters Score -901770.3 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -902055.562500 Penalty: 4521.496582
	Iteration 4Q: 3 clusters Score -902055.6 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -902309.812500 Penalty: 4521.496582
	Iteration 5Q: 3 clusters Score -902309.8 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -902570.000000 Penalty: 4521.496582
	Iteration 6Q: 3 clusters Score -902570 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -902823.062500 Penalty: 4521.496582
	Iteration 7Q: 3 clusters Score -902823.1 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -903063.875000 Penalty: 4521.496582
	Iteration 8Q: 3 clusters Score -903063.9 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -903325.312500 Penalty: 4521.496582
	Iteration 9Q: 3 clusters Score -903325.3 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -903570.062500 Penalty: 4521.496582
	Iteration 10Q: 3 clusters Score -903570.1 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -903759.062500 Penalty: 4521.496582
	Iteration 11Q: 3 clusters Score -903759.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -903890.625000 Penalty: 4521.496582
	Iteration 12Q: 3 clusters Score -903890.6 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -904004.812500 Penalty: 4521.496582
	Iteration 13Q: 3 clusters Score -904004.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -904071.125000 Penalty: 4521.496582
	Iteration 14Q: 3 clusters Score -904071.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -904120.500000 Penalty: 4521.496582
	Iteration 15Q: 3 clusters Score -904120.5 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -904160.812500 Penalty: 4521.496582
	Iteration 16Q: 3 clusters Score -904160.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -904198.125000 Penalty: 4521.496582
	Iteration 17Q: 3 clusters Score -904198.1 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -904230.625000 Penalty: 4521.496582
	Iteration 18Q: 3 clusters Score -904230.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -904260.500000 Penalty: 4521.496582
	Iteration 19Q: 3 clusters Score -904260.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -904293.000000 Penalty: 4521.496582
	Iteration 20F: 3 clusters Score -904293 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -904326.750000 Penalty: 4521.496582
	Iteration 21Q: 3 clusters Score -904326.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -904363.625000 Penalty: 4521.496582
	Iteration 22Q: 3 clusters Score -904363.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -904397.062500 Penalty: 4521.496582
	Iteration 23Q: 3 clusters Score -904397.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -904426.000000 Penalty: 4521.496582
	Iteration 24Q: 3 clusters Score -904426 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -904452.125000 Penalty: 4521.496582
	Iteration 25Q: 3 clusters Score -904452.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -904469.250000 Penalty: 4521.496582
	Iteration 26Q: 3 clusters Score -904469.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -904478.687500 Penalty: 4521.496582
	Iteration 27Q: 3 clusters Score -904478.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -904483.062500 Penalty: 4521.496582
	Iteration 28Q: 3 clusters Score -904483.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -904492.000000 Penalty: 4521.496582
	Iteration 29Q: 3 clusters Score -904492 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -904496.000000 Penalty: 4521.496582
	Iteration 30Q: 3 clusters Score -904496 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -904501.187500 Penalty: 4521.496582
	Iteration 31Q: 3 clusters Score -904501.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -904503.375000 Penalty: 4521.496582
	Iteration 32Q: 3 clusters Score -904503.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -904506.062500 Penalty: 4521.496582
	Iteration 33Q: 3 clusters Score -904506.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -904507.812500 Penalty: 4521.496582
	Iteration 34Q: 3 clusters Score -904507.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -904506.937500 Penalty: 4521.496582
	Iteration 35Q: 3 clusters Score -904506.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -904508.312500 Penalty: 4521.496582
	Iteration 36Q: 3 clusters Score -904508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -904510.062500 Penalty: 4521.496582
	Iteration 37Q: 3 clusters Score -904510.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -904508.500000 Penalty: 4521.496582
	Iteration 38Q: 3 clusters Score -904508.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -904508.625000 Penalty: 4521.496582
	Iteration 39Q: 3 clusters Score -904508.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -904510.750000 Penalty: 4521.496582
	Iteration 40F: 3 clusters Score -904510.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -904509.437500 Penalty: 4521.496582
	Iteration 41Q: 3 clusters Score -904509.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -904508.937500 Penalty: 4521.496582
	Iteration 42Q: 3 clusters Score -904508.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -904510.062500 Penalty: 4521.496582
	Iteration 43Q: 3 clusters Score -904510.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -904510.062500 Penalty: 4521.496582
	Iteration 44F: 3 clusters Score -904510.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Entering Unmasked Estep 
Score: -3971597.250000 Penalty: 2583.430664
	Iteration 0F: 2 clusters Score -3971597 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -3948938.250000 Penalty: 5166.861328
	Iteration 0F: 3 clusters Score -3948938 nChanged 14988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16062 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3957059.500000 Penalty: 5166.861328
	Iteration 1F: 3 clusters Score -3957060 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -3957480.000000 Penalty: 5166.861328
	Iteration 2Q: 3 clusters Score -3957480 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -3957820.250000 Penalty: 5166.861328
	Iteration 3Q: 3 clusters Score -3957820 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -3958197.500000 Penalty: 5166.861328
	Iteration 4Q: 3 clusters Score -3958198 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3958596.500000 Penalty: 5166.861328
	Iteration 5Q: 3 clusters Score -3958596 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -3959233.750000 Penalty: 5166.861328
	Iteration 6Q: 3 clusters Score -3959234 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -3960156.500000 Penalty: 5166.861328
	Iteration 7F: 3 clusters Score -3960156 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -3961466.250000 Penalty: 5166.861328
	Iteration 8F: 3 clusters Score -3961466 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -3963299.500000 Penalty: 5166.861328
	Iteration 9F: 3 clusters Score -3963300 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -3965340.250000 Penalty: 5166.861328
	Iteration 10F: 3 clusters Score -3965340 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 30899 members 
Entering Unmasked Estep 
Score: -3967071.750000 Penalty: 5166.861328
	Iteration 11F: 3 clusters Score -3967072 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -3968141.500000 Penalty: 5166.861328
	Iteration 12Q: 3 clusters Score -3968142 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -3968750.000000 Penalty: 5166.861328
	Iteration 13Q: 3 clusters Score -3968750 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -3969012.250000 Penalty: 5166.861328
	Iteration 14Q: 3 clusters Score -3969012 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 33074 members 
Entering Unmasked Estep 
Score: -3969147.250000 Penalty: 5166.861328
	Iteration 15Q: 3 clusters Score -3969147 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 33122 members 
Entering Unmasked Estep 
Score: -3969214.250000 Penalty: 5166.861328
	Iteration 16Q: 3 clusters Score -3969214 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 33144 members 
Entering Unmasked Estep 
Score: -3969261.250000 Penalty: 5166.861328
	Iteration 17Q: 3 clusters Score -3969261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 33161 members 
Entering Unmasked Estep 
Score: -3969289.500000 Penalty: 5166.861328
	Iteration 18Q: 3 clusters Score -3969290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -3969312.750000 Penalty: 5166.861328
	Iteration 19Q: 3 clusters Score -3969313 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -3969322.250000 Penalty: 5166.861328
	Iteration 20F: 3 clusters Score -3969322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 33183 members 
Entering Unmasked Estep 
Score: -3969329.500000 Penalty: 5166.861328
	Iteration 21Q: 3 clusters Score -3969330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -3969345.750000 Penalty: 5166.861328
	Iteration 22Q: 3 clusters Score -3969346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -3969355.750000 Penalty: 5166.861328
	Iteration 23Q: 3 clusters Score -3969356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -3969360.500000 Penalty: 5166.861328
	Iteration 24Q: 3 clusters Score -3969360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -3969363.500000 Penalty: 5166.861328
	Iteration 25Q: 3 clusters Score -3969364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -3969365.500000 Penalty: 5166.861328
	Iteration 26Q: 3 clusters Score -3969366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 33197 members 
Entering Unmasked Estep 
Score: -3969367.250000 Penalty: 5166.861328
	Iteration 27Q: 3 clusters Score -3969367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -3969366.500000 Penalty: 5166.861328
	Iteration 28Q: 3 clusters Score -3969366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -3969366.500000 Penalty: 5166.861328
	Iteration 29F: 3 clusters Score -3969366 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Entering Unmasked Estep 
Score: -3890630.000000 Penalty: 2593.271729
	Iteration 0F: 2 clusters Score -3890630 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -3866859.500000 Penalty: 5186.543457
	Iteration 0F: 3 clusters Score -3866860 nChanged 15789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 18282 members 
Entering Unmasked Estep 
Score: -3875578.000000 Penalty: 5186.543457
	Iteration 1F: 3 clusters Score -3875578 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -3876244.500000 Penalty: 5186.543457
	Iteration 2F: 3 clusters Score -3876244 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 19694 members 
Entering Unmasked Estep 
Score: -3877007.750000 Penalty: 5186.543457
	Iteration 3F: 3 clusters Score -3877008 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -3877951.000000 Penalty: 5186.543457
	Iteration 4F: 3 clusters Score -3877951 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 22330 members 
Entering Unmasked Estep 
Score: -3879226.500000 Penalty: 5186.543457
	Iteration 5F: 3 clusters Score -3879226 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -3880925.250000 Penalty: 5186.543457
	Iteration 6F: 3 clusters Score -3880925 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 26254 members 
Entering Unmasked Estep 
Score: -3882955.000000 Penalty: 5186.543457
	Iteration 7F: 3 clusters Score -3882955 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -3885087.750000 Penalty: 5186.543457
	Iteration 8F: 3 clusters Score -3885088 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 29566 members 
Entering Unmasked Estep 
Score: -3886867.000000 Penalty: 5186.543457
	Iteration 9F: 3 clusters Score -3886867 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 30417 members 
Entering Unmasked Estep 
Score: -3888112.500000 Penalty: 5186.543457
	Iteration 10Q: 3 clusters Score -3888112 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -3888640.250000 Penalty: 5186.543457
	Iteration 11Q: 3 clusters Score -3888640 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -3888842.000000 Penalty: 5186.543457
	Iteration 12Q: 3 clusters Score -3888842 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -3888967.000000 Penalty: 5186.543457
	Iteration 13Q: 3 clusters Score -3888967 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -3889019.750000 Penalty: 5186.543457
	Iteration 14Q: 3 clusters Score -3889020 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -3889057.250000 Penalty: 5186.543457
	Iteration 15Q: 3 clusters Score -3889057 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 31600 members 
Entering Unmasked Estep 
Score: -3889105.500000 Penalty: 5186.543457
	Iteration 16Q: 3 clusters Score -3889106 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 31685 members 
Entering Unmasked Estep 
Score: -3889122.500000 Penalty: 5186.543457
	Iteration 17Q: 3 clusters Score -3889122 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -3889150.250000 Penalty: 5186.543457
	Iteration 18Q: 3 clusters Score -3889150 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 31820 members 
Entering Unmasked Estep 
Score: -3889169.500000 Penalty: 5186.543457
	Iteration 19Q: 3 clusters Score -3889170 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -3889187.000000 Penalty: 5186.543457
	Iteration 20F: 3 clusters Score -3889187 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 31903 members 
Entering Unmasked Estep 
Score: -3889199.500000 Penalty: 5186.543457
	Iteration 21Q: 3 clusters Score -3889200 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -3889195.250000 Penalty: 5186.543457
	Iteration 22Q: 3 clusters Score -3889195 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -3889214.000000 Penalty: 5186.543457
	Iteration 23Q: 3 clusters Score -3889214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 31963 members 
Entering Unmasked Estep 
Score: -3889210.500000 Penalty: 5186.543457
	Iteration 24Q: 3 clusters Score -3889210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 31974 members 
Entering Unmasked Estep 
Score: -3889205.250000 Penalty: 5186.543457
	Iteration 25Q: 3 clusters Score -3889205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 31986 members 
Entering Unmasked Estep 
Score: -3889207.500000 Penalty: 5186.543457
	Iteration 26Q: 3 clusters Score -3889208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -3889214.250000 Penalty: 5186.543457
	Iteration 27Q: 3 clusters Score -3889214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -3889218.500000 Penalty: 5186.543457
	Iteration 28Q: 3 clusters Score -3889218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 32020 members 
Entering Unmasked Estep 
Score: -3889222.250000 Penalty: 5186.543457
	Iteration 29Q: 3 clusters Score -3889222 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -3889225.250000 Penalty: 5186.543457
	Iteration 30Q: 3 clusters Score -3889225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 32024 members 
Entering Unmasked Estep 
Score: -3889217.500000 Penalty: 5186.543457
	Iteration 31Q: 3 clusters Score -3889218 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 32031 members 
Entering Unmasked Estep 
Score: -3889217.250000 Penalty: 5186.543457
	Iteration 32Q: 3 clusters Score -3889217 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 32037 members 
Entering Unmasked Estep 
Score: -3889215.750000 Penalty: 5186.543457
	Iteration 33Q: 3 clusters Score -3889216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -3889214.250000 Penalty: 5186.543457
	Iteration 34Q: 3 clusters Score -3889214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 32042 members 
Entering Unmasked Estep 
Score: -3889213.000000 Penalty: 5186.543457
	Iteration 35Q: 3 clusters Score -3889213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -3889218.750000 Penalty: 5186.543457
	Iteration 36Q: 3 clusters Score -3889219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 32049 members 
Entering Unmasked Estep 
Score: -3889219.750000 Penalty: 5186.543457
	Iteration 37Q: 3 clusters Score -3889220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -3889225.250000 Penalty: 5186.543457
	Iteration 38Q: 3 clusters Score -3889225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -3889227.000000 Penalty: 5186.543457
	Iteration 39Q: 3 clusters Score -3889227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 32054 members 
Entering Unmasked Estep 
Score: -3889226.000000 Penalty: 5186.543457
	Iteration 40F: 3 clusters Score -3889226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3889231.250000 Penalty: 5186.543457
	Iteration 41Q: 3 clusters Score -3889231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 32056 members 
Entering Unmasked Estep 
Score: -3889228.500000 Penalty: 5186.543457
	Iteration 42Q: 3 clusters Score -3889228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3889228.750000 Penalty: 5186.543457
	Iteration 43Q: 3 clusters Score -3889229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 32055 members 
Entering Unmasked Estep 
Score: -3889228.750000 Penalty: 5186.543457
	Iteration 44F: 3 clusters Score -3889229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Entering Unmasked Estep 
Score: -5940781.000000 Penalty: 2682.365967
	Iteration 0F: 2 clusters Score -5940781 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -5907032.500000 Penalty: 5364.731934
	Iteration 0F: 3 clusters Score -5907032 nChanged 23101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24630 members 
Mstep: Class 2 contains 25181 members 
Entering Unmasked Estep 
Score: -5920026.000000 Penalty: 5364.731934
	Iteration 1F: 3 clusters Score -5920026 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -5920581.000000 Penalty: 5364.731934
	Iteration 2Q: 3 clusters Score -5920581 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24443 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -5921152.000000 Penalty: 5364.731934
	Iteration 3Q: 3 clusters Score -5921152 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -5921723.000000 Penalty: 5364.731934
	Iteration 4Q: 3 clusters Score -5921723 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -5922320.500000 Penalty: 5364.731934
	Iteration 5Q: 3 clusters Score -5922320 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -5923033.000000 Penalty: 5364.731934
	Iteration 6Q: 3 clusters Score -5923033 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23903 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -5923916.000000 Penalty: 5364.731934
	Iteration 7Q: 3 clusters Score -5923916 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23500 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -5925212.500000 Penalty: 5364.731934
	Iteration 8Q: 3 clusters Score -5925212 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 26904 members 
Entering Unmasked Estep 
Score: -5926975.000000 Penalty: 5364.731934
	Iteration 9F: 3 clusters Score -5926975 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 27619 members 
Entering Unmasked Estep 
Score: -5928914.000000 Penalty: 5364.731934
	Iteration 10F: 3 clusters Score -5928914 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21530 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -5930399.500000 Penalty: 5364.731934
	Iteration 11F: 3 clusters Score -5930400 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20922 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -5931236.500000 Penalty: 5364.731934
	Iteration 12Q: 3 clusters Score -5931236 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
Score: -5931716.500000 Penalty: 5364.731934
	Iteration 13Q: 3 clusters Score -5931716 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -5932038.500000 Penalty: 5364.731934
	Iteration 14Q: 3 clusters Score -5932038 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -5932304.500000 Penalty: 5364.731934
	Iteration 15Q: 3 clusters Score -5932304 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -5932560.000000 Penalty: 5364.731934
	Iteration 16Q: 3 clusters Score -5932560 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 31858 members 
Entering Unmasked Estep 
Score: -5932899.500000 Penalty: 5364.731934
	Iteration 17Q: 3 clusters Score -5932900 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -5933204.000000 Penalty: 5364.731934
	Iteration 18Q: 3 clusters Score -5933204 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 33100 members 
Entering Unmasked Estep 
Score: -5933525.000000 Penalty: 5364.731934
	Iteration 19Q: 3 clusters Score -5933525 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 33739 members 
Entering Unmasked Estep 
Score: -5933795.000000 Penalty: 5364.731934
	Iteration 20F: 3 clusters Score -5933795 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15420 members 
Mstep: Class 2 contains 34391 members 
Entering Unmasked Estep 
Score: -5934076.000000 Penalty: 5364.731934
	Iteration 21Q: 3 clusters Score -5934076 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 35071 members 
Entering Unmasked Estep 
Score: -5934372.500000 Penalty: 5364.731934
	Iteration 22Q: 3 clusters Score -5934372 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14047 members 
Mstep: Class 2 contains 35764 members 
Entering Unmasked Estep 
Score: -5934632.000000 Penalty: 5364.731934
	Iteration 23Q: 3 clusters Score -5934632 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -5934886.000000 Penalty: 5364.731934
	Iteration 24Q: 3 clusters Score -5934886 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12692 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -5935143.000000 Penalty: 5364.731934
	Iteration 25Q: 3 clusters Score -5935143 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 37748 members 
Entering Unmasked Estep 
Score: -5935395.500000 Penalty: 5364.731934
	Iteration 26Q: 3 clusters Score -5935396 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11498 members 
Mstep: Class 2 contains 38313 members 
Entering Unmasked Estep 
Score: -5935557.000000 Penalty: 5364.731934
	Iteration 27Q: 3 clusters Score -5935557 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -5935732.000000 Penalty: 5364.731934
	Iteration 28Q: 3 clusters Score -5935732 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 39445 members 
Entering Unmasked Estep 
Score: -5935905.500000 Penalty: 5364.731934
	Iteration 29Q: 3 clusters Score -5935906 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -5936124.500000 Penalty: 5364.731934
	Iteration 30Q: 3 clusters Score -5936124 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 40555 members 
Entering Unmasked Estep 
Score: -5936290.500000 Penalty: 5364.731934
	Iteration 31Q: 3 clusters Score -5936290 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 41081 members 
Entering Unmasked Estep 
Score: -5936477.500000 Penalty: 5364.731934
	Iteration 32Q: 3 clusters Score -5936478 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 41578 members 
Entering Unmasked Estep 
Score: -5936647.000000 Penalty: 5364.731934
	Iteration 33Q: 3 clusters Score -5936647 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 42048 members 
Entering Unmasked Estep 
Score: -5936818.000000 Penalty: 5364.731934
	Iteration 34Q: 3 clusters Score -5936818 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 42517 members 
Entering Unmasked Estep 
Score: -5936966.500000 Penalty: 5364.731934
	Iteration 35Q: 3 clusters Score -5936966 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 42953 members 
Entering Unmasked Estep 
Score: -5937103.000000 Penalty: 5364.731934
	Iteration 36Q: 3 clusters Score -5937103 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -5937215.000000 Penalty: 5364.731934
	Iteration 37Q: 3 clusters Score -5937215 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -5937346.000000 Penalty: 5364.731934
	Iteration 38Q: 3 clusters Score -5937346 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 44123 members 
Entering Unmasked Estep 
Score: -5937496.000000 Penalty: 5364.731934
	Iteration 39Q: 3 clusters Score -5937496 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -5937628.500000 Penalty: 5364.731934
	Iteration 40F: 3 clusters Score -5937628 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -5937739.000000 Penalty: 5364.731934
	Iteration 41Q: 3 clusters Score -5937739 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -5937839.000000 Penalty: 5364.731934
	Iteration 42Q: 3 clusters Score -5937839 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 45442 members 
Entering Unmasked Estep 
Score: -5937916.500000 Penalty: 5364.731934
	Iteration 43Q: 3 clusters Score -5937916 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 45719 members 
Entering Unmasked Estep 
Score: -5938000.000000 Penalty: 5364.731934
	Iteration 44Q: 3 clusters Score -5938000 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -5938080.000000 Penalty: 5364.731934
	Iteration 45Q: 3 clusters Score -5938080 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 46176 members 
Entering Unmasked Estep 
Score: -5938145.000000 Penalty: 5364.731934
	Iteration 46Q: 3 clusters Score -5938145 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 46374 members 
Entering Unmasked Estep 
Score: -5938210.000000 Penalty: 5364.731934
	Iteration 47Q: 3 clusters Score -5938210 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -5938261.500000 Penalty: 5364.731934
	Iteration 48Q: 3 clusters Score -5938262 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 46697 members 
Entering Unmasked Estep 
Score: -5938311.500000 Penalty: 5364.731934
	Iteration 49Q: 3 clusters Score -5938312 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 46848 members 
Entering Unmasked Estep 
Score: -5938365.500000 Penalty: 5364.731934
	Iteration 50Q: 3 clusters Score -5938366 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 46977 members 
Entering Unmasked Estep 
Score: -5938384.000000 Penalty: 5364.731934
	Iteration 51Q: 3 clusters Score -5938384 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 47084 members 
Entering Unmasked Estep 
Score: -5938444.500000 Penalty: 5364.731934
	Iteration 52Q: 3 clusters Score -5938444 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 47183 members 
Entering Unmasked Estep 
Score: -5938473.000000 Penalty: 5364.731934
	Iteration 53Q: 3 clusters Score -5938473 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 47279 members 
Entering Unmasked Estep 
Score: -5938500.000000 Penalty: 5364.731934
	Iteration 54Q: 3 clusters Score -5938500 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 47360 members 
Entering Unmasked Estep 
Score: -5938523.000000 Penalty: 5364.731934
	Iteration 55Q: 3 clusters Score -5938523 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -5938548.000000 Penalty: 5364.731934
	Iteration 56Q: 3 clusters Score -5938548 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 47473 members 
Entering Unmasked Estep 
Score: -5938544.500000 Penalty: 5364.731934
	Iteration 57Q: 3 clusters Score -5938544 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -5938564.500000 Penalty: 5364.731934
	Iteration 58Q: 3 clusters Score -5938564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 47559 members 
Entering Unmasked Estep 
Score: -5938581.000000 Penalty: 5364.731934
	Iteration 59Q: 3 clusters Score -5938581 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 47587 members 
Entering Unmasked Estep 
Score: -5938588.000000 Penalty: 5364.731934
	Iteration 60F: 3 clusters Score -5938588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 47615 members 
Entering Unmasked Estep 
Score: -5938583.500000 Penalty: 5364.731934
	Iteration 61Q: 3 clusters Score -5938584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 47647 members 
Entering Unmasked Estep 
Score: -5938595.500000 Penalty: 5364.731934
	Iteration 62Q: 3 clusters Score -5938596 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 47674 members 
Entering Unmasked Estep 
Score: -5938602.500000 Penalty: 5364.731934
	Iteration 63Q: 3 clusters Score -5938602 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 47696 members 
Entering Unmasked Estep 
Score: -5938616.000000 Penalty: 5364.731934
	Iteration 64Q: 3 clusters Score -5938616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -5938619.000000 Penalty: 5364.731934
	Iteration 65Q: 3 clusters Score -5938619 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 47745 members 
Entering Unmasked Estep 
Score: -5938640.500000 Penalty: 5364.731934
	Iteration 66Q: 3 clusters Score -5938640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 47764 members 
Entering Unmasked Estep 
Score: -5938638.500000 Penalty: 5364.731934
	Iteration 67Q: 3 clusters Score -5938638 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 47783 members 
Entering Unmasked Estep 
Score: -5938649.500000 Penalty: 5364.731934
	Iteration 68Q: 3 clusters Score -5938650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 47791 members 
Entering Unmasked Estep 
Score: -5938659.000000 Penalty: 5364.731934
	Iteration 69Q: 3 clusters Score -5938659 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 47804 members 
Entering Unmasked Estep 
Score: -5938657.500000 Penalty: 5364.731934
	Iteration 70Q: 3 clusters Score -5938658 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -5938653.500000 Penalty: 5364.731934
	Iteration 71Q: 3 clusters Score -5938654 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 47833 members 
Entering Unmasked Estep 
Score: -5938660.500000 Penalty: 5364.731934
	Iteration 72Q: 3 clusters Score -5938660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 47852 members 
Entering Unmasked Estep 
Score: -5938681.000000 Penalty: 5364.731934
	Iteration 73Q: 3 clusters Score -5938681 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 47870 members 
Entering Unmasked Estep 
Score: -5938673.000000 Penalty: 5364.731934
	Iteration 74Q: 3 clusters Score -5938673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -5938676.000000 Penalty: 5364.731934
	Iteration 75Q: 3 clusters Score -5938676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 47901 members 
Entering Unmasked Estep 
Score: -5938684.500000 Penalty: 5364.731934
	Iteration 76Q: 3 clusters Score -5938684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 47922 members 
Entering Unmasked Estep 
Score: -5938679.000000 Penalty: 5364.731934
	Iteration 77Q: 3 clusters Score -5938679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 47939 members 
Entering Unmasked Estep 
Score: -5938684.500000 Penalty: 5364.731934
	Iteration 78Q: 3 clusters Score -5938684 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 47956 members 
Entering Unmasked Estep 
Score: -5938686.500000 Penalty: 5364.731934
	Iteration 79Q: 3 clusters Score -5938686 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -5938694.000000 Penalty: 5364.731934
	Iteration 80F: 3 clusters Score -5938694 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 47983 members 
Entering Unmasked Estep 
Score: -5938698.000000 Penalty: 5364.731934
	Iteration 81Q: 3 clusters Score -5938698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -5938698.500000 Penalty: 5364.731934
	Iteration 82Q: 3 clusters Score -5938698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -5938697.500000 Penalty: 5364.731934
	Iteration 83Q: 3 clusters Score -5938698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -5938703.000000 Penalty: 5364.731934
	Iteration 84Q: 3 clusters Score -5938703 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 48022 members 
Entering Unmasked Estep 
Score: -5938709.000000 Penalty: 5364.731934
	Iteration 85Q: 3 clusters Score -5938709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 48028 members 
Entering Unmasked Estep 
Score: -5938712.000000 Penalty: 5364.731934
	Iteration 86Q: 3 clusters Score -5938712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 48032 members 
Entering Unmasked Estep 
Score: -5938715.500000 Penalty: 5364.731934
	Iteration 87Q: 3 clusters Score -5938716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 48037 members 
Entering Unmasked Estep 
Score: -5938712.000000 Penalty: 5364.731934
	Iteration 88Q: 3 clusters Score -5938712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 48045 members 
Entering Unmasked Estep 
Score: -5938714.500000 Penalty: 5364.731934
	Iteration 89Q: 3 clusters Score -5938714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 48048 members 
Entering Unmasked Estep 
Score: -5938711.500000 Penalty: 5364.731934
	Iteration 90Q: 3 clusters Score -5938712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 48050 members 
Entering Unmasked Estep 
Score: -5938715.500000 Penalty: 5364.731934
	Iteration 91Q: 3 clusters Score -5938716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 48053 members 
Entering Unmasked Estep 
Score: -5938717.500000 Penalty: 5364.731934
	Iteration 92Q: 3 clusters Score -5938718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -5938720.000000 Penalty: 5364.731934
	Iteration 93Q: 3 clusters Score -5938720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 48054 members 
Entering Unmasked Estep 
Score: -5938720.000000 Penalty: 5364.731934
	Iteration 94F: 3 clusters Score -5938720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -205730.718750 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -205730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -203162.453125 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -203162.5 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -203676.531250 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -203676.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -203886.437500 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -203886.4 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -204058.843750 Penalty: 3755.961426
	Iteration 3F: 3 clusters Score -204058.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -204366.750000 Penalty: 3755.961426
	Iteration 4F: 3 clusters Score -204366.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -204674.687500 Penalty: 3755.961426
	Iteration 5F: 3 clusters Score -204674.7 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -204925.718750 Penalty: 3755.961426
	Iteration 6F: 3 clusters Score -204925.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -205168.718750 Penalty: 3755.961426
	Iteration 7F: 3 clusters Score -205168.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -205336.218750 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -205336.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -205491.640625 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -205491.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -205599.218750 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -205599.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -205678.031250 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -205678 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -205728.828125 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -205728.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -205749.093750 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -205749.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -205754.750000 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -205754.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -205757.203125 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -205757.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -205759.593750 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -205759.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -205763.015625 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -205763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -205771.421875 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -205771.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -205779.734375 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -205779.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -205789.484375 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -205789.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -205808.312500 Penalty: 3755.961426
	Iteration 21Q: 3 clusters Score -205808.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -205844.203125 Penalty: 3755.961426
	Iteration 22Q: 3 clusters Score -205844.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -205934.656250 Penalty: 3755.961426
	Iteration 23Q: 3 clusters Score -205934.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -206018.031250 Penalty: 3755.961426
	Iteration 24Q: 3 clusters Score -206018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -206073.906250 Penalty: 3755.961426
	Iteration 25Q: 3 clusters Score -206073.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -206092.328125 Penalty: 3755.961426
	Iteration 26Q: 3 clusters Score -206092.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -206096.234375 Penalty: 3755.961426
	Iteration 27Q: 3 clusters Score -206096.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -206105.750000 Penalty: 3755.961426
	Iteration 28Q: 3 clusters Score -206105.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -206110.625000 Penalty: 3755.961426
	Iteration 29Q: 3 clusters Score -206110.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -206112.375000 Penalty: 3755.961426
	Iteration 30Q: 3 clusters Score -206112.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -206112.375000 Penalty: 3755.961426
	Iteration 31F: 3 clusters Score -206112.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15853 members 
Mstep: Class 4 contains 167432 members 
Mstep: Class 5 contains 156957 members 
Mstep: Class 6 contains 25656 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 33425 members 
Mstep: Class 11 contains 34778 members 
Mstep: Class 12 contains 49811 members 
Mstep: Class 13 contains 899 members 
Mstep: Class 14 contains 73247 members 
Mstep: Class 15 contains 19805 members 
Mstep: Class 16 contains 12140 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 188739 members 
Mstep: Class 19 contains 51833 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167252 members 
Mstep: Class 23 contains 23889 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9662 members 
Mstep: Class 27 contains 14048 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12825 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 299001 members 
Mstep: Class 32 contains 10393 members 
Mstep: Class 33 contains 1045 members 
Entering Unmasked Estep 
Score: -161495824.000000 Penalty: 115928.210938
Splitting cluster 13 changes total score from -161496944.000000 to -161495824.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (73247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73247 members 
Entering Unmasked Estep 
Score: -8381881.500000 Penalty: 2777.994873
	Iteration 0F: 2 clusters Score -8381882 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 36472 members 
Entering Unmasked Estep 
Score: -8332586.500000 Penalty: 5555.989746
	Iteration 0F: 3 clusters Score -8332586 nChanged 34307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37414 members 
Mstep: Class 2 contains 35833 members 
Entering Unmasked Estep 
Score: -8352302.500000 Penalty: 5555.989746
	Iteration 1F: 3 clusters Score -8352302 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 35298 members 
Entering Unmasked Estep 
Score: -8352891.500000 Penalty: 5555.989746
	Iteration 2Q: 3 clusters Score -8352892 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38788 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -8353432.000000 Penalty: 5555.989746
	Iteration 3Q: 3 clusters Score -8353432 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40040 members 
Mstep: Class 2 contains 33207 members 
Entering Unmasked Estep 
Score: -8354122.000000 Penalty: 5555.989746
	Iteration 4Q: 3 clusters Score -8354122 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -8354963.000000 Penalty: 5555.989746
	Iteration 5Q: 3 clusters Score -8354963 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -8356340.000000 Penalty: 5555.989746
	Iteration 6Q: 3 clusters Score -8356340 nChanged 3830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -8358394.000000 Penalty: 5555.989746
	Iteration 7F: 3 clusters Score -8358394 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52886 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -8361568.000000 Penalty: 5555.989746
	Iteration 8F: 3 clusters Score -8361568 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 14874 members 
Entering Unmasked Estep 
Score: -8365971.000000 Penalty: 5555.989746
	Iteration 9F: 3 clusters Score -8365971 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63734 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -8370899.000000 Penalty: 5555.989746
	Iteration 10F: 3 clusters Score -8370899 nChanged 4231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67961 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -8374924.000000 Penalty: 5555.989746
	Iteration 11F: 3 clusters Score -8374924 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70486 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8377191.500000 Penalty: 5555.989746
	Iteration 12Q: 3 clusters Score -8377192 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71744 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -8378321.000000 Penalty: 5555.989746
	Iteration 13Q: 3 clusters Score -8378321 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72339 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8378833.500000 Penalty: 5555.989746
	Iteration 14Q: 3 clusters Score -8378834 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72619 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8379083.500000 Penalty: 5555.989746
	Iteration 15Q: 3 clusters Score -8379084 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72752 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -8379242.500000 Penalty: 5555.989746
	Iteration 16Q: 3 clusters Score -8379242 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72818 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -8379325.500000 Penalty: 5555.989746
	Iteration 17Q: 3 clusters Score -8379326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72855 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8379400.000000 Penalty: 5555.989746
	Iteration 18Q: 3 clusters Score -8379400 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72878 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8379419.000000 Penalty: 5555.989746
	Iteration 19Q: 3 clusters Score -8379419 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72891 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8379436.000000 Penalty: 5555.989746
	Iteration 20F: 3 clusters Score -8379436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72900 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8379442.500000 Penalty: 5555.989746
	Iteration 21Q: 3 clusters Score -8379442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72911 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -8379459.500000 Penalty: 5555.989746
	Iteration 22Q: 3 clusters Score -8379460 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72922 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -8379462.000000 Penalty: 5555.989746
	Iteration 23Q: 3 clusters Score -8379462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72927 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8379471.000000 Penalty: 5555.989746
	Iteration 24Q: 3 clusters Score -8379471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72931 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -8379476.000000 Penalty: 5555.989746
	Iteration 25Q: 3 clusters Score -8379476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8379481.500000 Penalty: 5555.989746
	Iteration 26Q: 3 clusters Score -8379482 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8379487.000000 Penalty: 5555.989746
	Iteration 27Q: 3 clusters Score -8379487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72936 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -8379487.000000 Penalty: 5555.989746
	Iteration 28F: 3 clusters Score -8379487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19805 members 
Entering Unmasked Estep 
Score: -2220938.250000 Penalty: 2453.635254
	Iteration 0F: 2 clusters Score -2220938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2207018.500000 Penalty: 4907.270508
	Iteration 0F: 3 clusters Score -2207018 nChanged 8661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 10254 members 
Entering Unmasked Estep 
Score: -2211657.250000 Penalty: 4907.270508
	Iteration 1F: 3 clusters Score -2211657 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2212181.500000 Penalty: 4907.270508
	Iteration 2F: 3 clusters Score -2212182 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -2212755.000000 Penalty: 4907.270508
	Iteration 3F: 3 clusters Score -2212755 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -2213436.000000 Penalty: 4907.270508
	Iteration 4F: 3 clusters Score -2213436 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12113 members 
Entering Unmasked Estep 
Score: -2214181.000000 Penalty: 4907.270508
	Iteration 5F: 3 clusters Score -2214181 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 12831 members 
Entering Unmasked Estep 
Score: -2214869.750000 Penalty: 4907.270508
	Iteration 6F: 3 clusters Score -2214870 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2215513.750000 Penalty: 4907.270508
	Iteration 7F: 3 clusters Score -2215514 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -2216089.750000 Penalty: 4907.270508
	Iteration 8F: 3 clusters Score -2216090 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2216530.250000 Penalty: 4907.270508
	Iteration 9Q: 3 clusters Score -2216530 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -2216870.500000 Penalty: 4907.270508
	Iteration 10Q: 3 clusters Score -2216870 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2217167.250000 Penalty: 4907.270508
	Iteration 11Q: 3 clusters Score -2217167 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2217444.500000 Penalty: 4907.270508
	Iteration 12Q: 3 clusters Score -2217444 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
Score: -2217747.500000 Penalty: 4907.270508
	Iteration 13Q: 3 clusters Score -2217748 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2218040.500000 Penalty: 4907.270508
	Iteration 14Q: 3 clusters Score -2218040 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2218272.750000 Penalty: 4907.270508
	Iteration 15Q: 3 clusters Score -2218273 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2218428.000000 Penalty: 4907.270508
	Iteration 16Q: 3 clusters Score -2218428 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2218558.000000 Penalty: 4907.270508
	Iteration 17Q: 3 clusters Score -2218558 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2218635.000000 Penalty: 4907.270508
	Iteration 18Q: 3 clusters Score -2218635 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -2218683.750000 Penalty: 4907.270508
	Iteration 19Q: 3 clusters Score -2218684 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2218711.000000 Penalty: 4907.270508
	Iteration 20F: 3 clusters Score -2218711 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2218750.000000 Penalty: 4907.270508
	Iteration 21Q: 3 clusters Score -2218750 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2218776.500000 Penalty: 4907.270508
	Iteration 22Q: 3 clusters Score -2218776 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 18357 members 
Entering Unmasked Estep 
Score: -2218798.000000 Penalty: 4907.270508
	Iteration 23Q: 3 clusters Score -2218798 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2218817.250000 Penalty: 4907.270508
	Iteration 24Q: 3 clusters Score -2218817 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -2218842.750000 Penalty: 4907.270508
	Iteration 25Q: 3 clusters Score -2218843 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -2218862.250000 Penalty: 4907.270508
	Iteration 26Q: 3 clusters Score -2218862 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2218873.000000 Penalty: 4907.270508
	Iteration 27Q: 3 clusters Score -2218873 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
Score: -2218893.000000 Penalty: 4907.270508
	Iteration 28Q: 3 clusters Score -2218893 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -2218903.750000 Penalty: 4907.270508
	Iteration 29Q: 3 clusters Score -2218904 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -2218915.250000 Penalty: 4907.270508
	Iteration 30Q: 3 clusters Score -2218915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -2218916.750000 Penalty: 4907.270508
	Iteration 31Q: 3 clusters Score -2218917 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2218924.750000 Penalty: 4907.270508
	Iteration 32Q: 3 clusters Score -2218925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -2218923.750000 Penalty: 4907.270508
	Iteration 33Q: 3 clusters Score -2218924 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2218931.750000 Penalty: 4907.270508
	Iteration 34Q: 3 clusters Score -2218932 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -2218933.000000 Penalty: 4907.270508
	Iteration 35Q: 3 clusters Score -2218933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2218937.500000 Penalty: 4907.270508
	Iteration 36Q: 3 clusters Score -2218938 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2218943.500000 Penalty: 4907.270508
	Iteration 37Q: 3 clusters Score -2218944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18693 members 
Entering Unmasked Estep 
Score: -2218947.750000 Penalty: 4907.270508
	Iteration 38Q: 3 clusters Score -2218948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 18699 members 
Entering Unmasked Estep 
Score: -2218952.500000 Penalty: 4907.270508
	Iteration 39Q: 3 clusters Score -2218952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -2218954.500000 Penalty: 4907.270508
	Iteration 40F: 3 clusters Score -2218954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
Score: -2218953.250000 Penalty: 4907.270508
	Iteration 41Q: 3 clusters Score -2218953 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2218954.000000 Penalty: 4907.270508
	Iteration 42Q: 3 clusters Score -2218954 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -2218955.000000 Penalty: 4907.270508
	Iteration 43Q: 3 clusters Score -2218955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 18706 members 
Entering Unmasked Estep 
Score: -2218956.250000 Penalty: 4907.270508
	Iteration 44Q: 3 clusters Score -2218956 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2218956.000000 Penalty: 4907.270508
	Iteration 45Q: 3 clusters Score -2218956 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2218954.750000 Penalty: 4907.270508
	Iteration 46Q: 3 clusters Score -2218955 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -2218954.750000 Penalty: 4907.270508
	Iteration 47F: 3 clusters Score -2218955 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Entering Unmasked Estep 
Score: -1082690.875000 Penalty: 2332.256592
	Iteration 0F: 2 clusters Score -1082691 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1073625.875000 Penalty: 4664.513184
	Iteration 0F: 3 clusters Score -1073626 nChanged 5132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1076662.500000 Penalty: 4664.513184
	Iteration 1F: 3 clusters Score -1076662 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -1077266.375000 Penalty: 4664.513184
	Iteration 2F: 3 clusters Score -1077266 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1077913.750000 Penalty: 4664.513184
	Iteration 3F: 3 clusters Score -1077914 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1078643.125000 Penalty: 4664.513184
	Iteration 4F: 3 clusters Score -1078643 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1079372.875000 Penalty: 4664.513184
	Iteration 5F: 3 clusters Score -1079373 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -1079993.625000 Penalty: 4664.513184
	Iteration 6F: 3 clusters Score -1079994 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1080393.875000 Penalty: 4664.513184
	Iteration 7F: 3 clusters Score -1080394 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1080694.625000 Penalty: 4664.513184
	Iteration 8Q: 3 clusters Score -1080695 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -1080932.625000 Penalty: 4664.513184
	Iteration 9Q: 3 clusters Score -1080933 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1081133.125000 Penalty: 4664.513184
	Iteration 10Q: 3 clusters Score -1081133 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 7383 members 
Entering Unmasked Estep 
Score: -1081327.125000 Penalty: 4664.513184
	Iteration 11Q: 3 clusters Score -1081327 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -1081455.125000 Penalty: 4664.513184
	Iteration 12Q: 3 clusters Score -1081455 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1081530.750000 Penalty: 4664.513184
	Iteration 13Q: 3 clusters Score -1081531 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -1081577.250000 Penalty: 4664.513184
	Iteration 14Q: 3 clusters Score -1081577 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -1081601.750000 Penalty: 4664.513184
	Iteration 15Q: 3 clusters Score -1081602 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1081621.625000 Penalty: 4664.513184
	Iteration 16Q: 3 clusters Score -1081622 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -1081635.375000 Penalty: 4664.513184
	Iteration 17Q: 3 clusters Score -1081635 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1081646.500000 Penalty: 4664.513184
	Iteration 18Q: 3 clusters Score -1081646 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1081656.125000 Penalty: 4664.513184
	Iteration 19Q: 3 clusters Score -1081656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1081667.000000 Penalty: 4664.513184
	Iteration 20F: 3 clusters Score -1081667 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1081670.375000 Penalty: 4664.513184
	Iteration 21Q: 3 clusters Score -1081670 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -1081675.500000 Penalty: 4664.513184
	Iteration 22Q: 3 clusters Score -1081676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1081675.375000 Penalty: 4664.513184
	Iteration 23Q: 3 clusters Score -1081675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6726 members 
Entering Unmasked Estep 
Score: -1081680.500000 Penalty: 4664.513184
	Iteration 24Q: 3 clusters Score -1081680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1081682.625000 Penalty: 4664.513184
	Iteration 25Q: 3 clusters Score -1081683 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1081685.625000 Penalty: 4664.513184
	Iteration 26Q: 3 clusters Score -1081686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -1081685.125000 Penalty: 4664.513184
	Iteration 27Q: 3 clusters Score -1081685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1081687.500000 Penalty: 4664.513184
	Iteration 28Q: 3 clusters Score -1081688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1081688.125000 Penalty: 4664.513184
	Iteration 29Q: 3 clusters Score -1081688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1081692.625000 Penalty: 4664.513184
	Iteration 30Q: 3 clusters Score -1081693 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -1081694.750000 Penalty: 4664.513184
	Iteration 31Q: 3 clusters Score -1081695 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1081695.000000 Penalty: 4664.513184
	Iteration 32Q: 3 clusters Score -1081695 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1081696.500000 Penalty: 4664.513184
	Iteration 33Q: 3 clusters Score -1081696 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5535 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -1081697.500000 Penalty: 4664.513184
	Iteration 34Q: 3 clusters Score -1081698 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1081698.000000 Penalty: 4664.513184
	Iteration 35Q: 3 clusters Score -1081698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1081700.625000 Penalty: 4664.513184
	Iteration 36Q: 3 clusters Score -1081701 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -1081697.375000 Penalty: 4664.513184
	Iteration 37Q: 3 clusters Score -1081697 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1081702.500000 Penalty: 4664.513184
	Iteration 38Q: 3 clusters Score -1081702 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -1081704.625000 Penalty: 4664.513184
	Iteration 39Q: 3 clusters Score -1081705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1081704.750000 Penalty: 4664.513184
	Iteration 40F: 3 clusters Score -1081705 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1081704.875000 Penalty: 4664.513184
	Iteration 41Q: 3 clusters Score -1081705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1081702.125000 Penalty: 4664.513184
	Iteration 42Q: 3 clusters Score -1081702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1081703.625000 Penalty: 4664.513184
	Iteration 43Q: 3 clusters Score -1081704 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1081701.625000 Penalty: 4664.513184
	Iteration 44Q: 3 clusters Score -1081702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1081704.875000 Penalty: 4664.513184
	Iteration 45Q: 3 clusters Score -1081705 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1081705.875000 Penalty: 4664.513184
	Iteration 46Q: 3 clusters Score -1081706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1081707.500000 Penalty: 4664.513184
	Iteration 47Q: 3 clusters Score -1081708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1081706.750000 Penalty: 4664.513184
	Iteration 48Q: 3 clusters Score -1081707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1081708.000000 Penalty: 4664.513184
	Iteration 49Q: 3 clusters Score -1081708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1081708.375000 Penalty: 4664.513184
	Iteration 50Q: 3 clusters Score -1081708 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1081706.750000 Penalty: 4664.513184
	Iteration 51Q: 3 clusters Score -1081707 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1081707.625000 Penalty: 4664.513184
	Iteration 52Q: 3 clusters Score -1081708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1081706.750000 Penalty: 4664.513184
	Iteration 53Q: 3 clusters Score -1081707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -1081706.375000 Penalty: 4664.513184
	Iteration 54Q: 3 clusters Score -1081706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1081708.375000 Penalty: 4664.513184
	Iteration 55Q: 3 clusters Score -1081708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1081706.750000 Penalty: 4664.513184
	Iteration 56Q: 3 clusters Score -1081707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1081708.125000 Penalty: 4664.513184
	Iteration 57Q: 3 clusters Score -1081708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -1081707.375000 Penalty: 4664.513184
	Iteration 58Q: 3 clusters Score -1081707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1081709.750000 Penalty: 4664.513184
	Iteration 59Q: 3 clusters Score -1081710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1081709.000000 Penalty: 4664.513184
	Iteration 60F: 3 clusters Score -1081709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Entering Unmasked Estep 
Score: -980620.312500 Penalty: 2249.940918
	Iteration 0F: 2 clusters Score -980620.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -973708.875000 Penalty: 4499.881836
	Iteration 0F: 3 clusters Score -973708.9 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -975663.937500 Penalty: 4499.881836
	Iteration 1F: 3 clusters Score -975663.9 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -975935.062500 Penalty: 4499.881836
	Iteration 2F: 3 clusters Score -975935.1 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -976135.187500 Penalty: 4499.881836
	Iteration 3F: 3 clusters Score -976135.2 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -976271.812500 Penalty: 4499.881836
	Iteration 4Q: 3 clusters Score -976271.8 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -976386.625000 Penalty: 4499.881836
	Iteration 5Q: 3 clusters Score -976386.6 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -976494.125000 Penalty: 4499.881836
	Iteration 6Q: 3 clusters Score -976494.1 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -976601.250000 Penalty: 4499.881836
	Iteration 7Q: 3 clusters Score -976601.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -976693.187500 Penalty: 4499.881836
	Iteration 8Q: 3 clusters Score -976693.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -976788.375000 Penalty: 4499.881836
	Iteration 9Q: 3 clusters Score -976788.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -976867.750000 Penalty: 4499.881836
	Iteration 10Q: 3 clusters Score -976867.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -976930.687500 Penalty: 4499.881836
	Iteration 11Q: 3 clusters Score -976930.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -976991.187500 Penalty: 4499.881836
	Iteration 12Q: 3 clusters Score -976991.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -977028.500000 Penalty: 4499.881836
	Iteration 13Q: 3 clusters Score -977028.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -977060.187500 Penalty: 4499.881836
	Iteration 14Q: 3 clusters Score -977060.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -977082.687500 Penalty: 4499.881836
	Iteration 15Q: 3 clusters Score -977082.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -977106.437500 Penalty: 4499.881836
	Iteration 16Q: 3 clusters Score -977106.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -977140.750000 Penalty: 4499.881836
	Iteration 17Q: 3 clusters Score -977140.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -977173.250000 Penalty: 4499.881836
	Iteration 18Q: 3 clusters Score -977173.2 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -977211.312500 Penalty: 4499.881836
	Iteration 19Q: 3 clusters Score -977211.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -977240.875000 Penalty: 4499.881836
	Iteration 20F: 3 clusters Score -977240.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -977276.875000 Penalty: 4499.881836
	Iteration 21Q: 3 clusters Score -977276.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -977306.125000 Penalty: 4499.881836
	Iteration 22Q: 3 clusters Score -977306.1 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -977337.000000 Penalty: 4499.881836
	Iteration 23Q: 3 clusters Score -977337 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -977359.437500 Penalty: 4499.881836
	Iteration 24Q: 3 clusters Score -977359.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -977388.250000 Penalty: 4499.881836
	Iteration 25Q: 3 clusters Score -977388.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -977418.937500 Penalty: 4499.881836
	Iteration 26Q: 3 clusters Score -977418.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -977448.437500 Penalty: 4499.881836
	Iteration 27Q: 3 clusters Score -977448.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 5351 members 
Entering Unmasked Estep 
Score: -977481.437500 Penalty: 4499.881836
	Iteration 28Q: 3 clusters Score -977481.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -977516.375000 Penalty: 4499.881836
	Iteration 29Q: 3 clusters Score -977516.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -977545.250000 Penalty: 4499.881836
	Iteration 30Q: 3 clusters Score -977545.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -977569.812500 Penalty: 4499.881836
	Iteration 31Q: 3 clusters Score -977569.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -977600.250000 Penalty: 4499.881836
	Iteration 32Q: 3 clusters Score -977600.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -977634.937500 Penalty: 4499.881836
	Iteration 33Q: 3 clusters Score -977634.9 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -977668.812500 Penalty: 4499.881836
	Iteration 34Q: 3 clusters Score -977668.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -977703.750000 Penalty: 4499.881836
	Iteration 35Q: 3 clusters Score -977703.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -977731.625000 Penalty: 4499.881836
	Iteration 36Q: 3 clusters Score -977731.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -977766.687500 Penalty: 4499.881836
	Iteration 37Q: 3 clusters Score -977766.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -977791.437500 Penalty: 4499.881836
	Iteration 38Q: 3 clusters Score -977791.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -977821.875000 Penalty: 4499.881836
	Iteration 39Q: 3 clusters Score -977821.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -977854.312500 Penalty: 4499.881836
	Iteration 40F: 3 clusters Score -977854.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -977883.812500 Penalty: 4499.881836
	Iteration 41Q: 3 clusters Score -977883.8 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -977914.937500 Penalty: 4499.881836
	Iteration 42Q: 3 clusters Score -977914.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -977946.500000 Penalty: 4499.881836
	Iteration 43Q: 3 clusters Score -977946.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -977969.812500 Penalty: 4499.881836
	Iteration 44Q: 3 clusters Score -977969.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -977995.562500 Penalty: 4499.881836
	Iteration 45Q: 3 clusters Score -977995.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -978014.437500 Penalty: 4499.881836
	Iteration 46Q: 3 clusters Score -978014.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -978043.625000 Penalty: 4499.881836
	Iteration 47Q: 3 clusters Score -978043.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -978076.250000 Penalty: 4499.881836
	Iteration 48Q: 3 clusters Score -978076.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -978104.500000 Penalty: 4499.881836
	Iteration 49Q: 3 clusters Score -978104.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -978132.125000 Penalty: 4499.881836
	Iteration 50Q: 3 clusters Score -978132.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -978155.375000 Penalty: 4499.881836
	Iteration 51Q: 3 clusters Score -978155.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -978177.937500 Penalty: 4499.881836
	Iteration 52Q: 3 clusters Score -978177.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 7172 members 
Entering Unmasked Estep 
Score: -978198.500000 Penalty: 4499.881836
	Iteration 53Q: 3 clusters Score -978198.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -978224.437500 Penalty: 4499.881836
	Iteration 54Q: 3 clusters Score -978224.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 7271 members 
Entering Unmasked Estep 
Score: -978247.437500 Penalty: 4499.881836
	Iteration 55Q: 3 clusters Score -978247.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -978275.562500 Penalty: 4499.881836
	Iteration 56Q: 3 clusters Score -978275.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -978299.312500 Penalty: 4499.881836
	Iteration 57Q: 3 clusters Score -978299.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -978321.750000 Penalty: 4499.881836
	Iteration 58Q: 3 clusters Score -978321.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -978349.375000 Penalty: 4499.881836
	Iteration 59Q: 3 clusters Score -978349.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -978371.125000 Penalty: 4499.881836
	Iteration 60F: 3 clusters Score -978371.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 7564 members 
Entering Unmasked Estep 
Score: -978396.812500 Penalty: 4499.881836
	Iteration 61Q: 3 clusters Score -978396.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -978411.062500 Penalty: 4499.881836
	Iteration 62Q: 3 clusters Score -978411.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -978423.750000 Penalty: 4499.881836
	Iteration 63Q: 3 clusters Score -978423.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
Score: -978439.875000 Penalty: 4499.881836
	Iteration 64Q: 3 clusters Score -978439.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -978453.437500 Penalty: 4499.881836
	Iteration 65Q: 3 clusters Score -978453.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -978466.812500 Penalty: 4499.881836
	Iteration 66Q: 3 clusters Score -978466.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -978477.875000 Penalty: 4499.881836
	Iteration 67Q: 3 clusters Score -978477.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -978485.500000 Penalty: 4499.881836
	Iteration 68Q: 3 clusters Score -978485.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -978494.625000 Penalty: 4499.881836
	Iteration 69Q: 3 clusters Score -978494.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -978505.062500 Penalty: 4499.881836
	Iteration 70Q: 3 clusters Score -978505.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -978515.875000 Penalty: 4499.881836
	Iteration 71Q: 3 clusters Score -978515.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -978523.625000 Penalty: 4499.881836
	Iteration 72Q: 3 clusters Score -978523.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -978535.312500 Penalty: 4499.881836
	Iteration 73Q: 3 clusters Score -978535.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -978540.750000 Penalty: 4499.881836
	Iteration 74Q: 3 clusters Score -978540.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -978546.937500 Penalty: 4499.881836
	Iteration 75Q: 3 clusters Score -978546.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -978551.250000 Penalty: 4499.881836
	Iteration 76Q: 3 clusters Score -978551.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -978556.000000 Penalty: 4499.881836
	Iteration 77Q: 3 clusters Score -978556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -978562.062500 Penalty: 4499.881836
	Iteration 78Q: 3 clusters Score -978562.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -978569.250000 Penalty: 4499.881836
	Iteration 79Q: 3 clusters Score -978569.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -978576.625000 Penalty: 4499.881836
	Iteration 80F: 3 clusters Score -978576.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -978580.937500 Penalty: 4499.881836
	Iteration 81Q: 3 clusters Score -978580.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -978587.750000 Penalty: 4499.881836
	Iteration 82Q: 3 clusters Score -978587.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -978592.375000 Penalty: 4499.881836
	Iteration 83Q: 3 clusters Score -978592.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -978594.000000 Penalty: 4499.881836
	Iteration 84Q: 3 clusters Score -978594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -978597.250000 Penalty: 4499.881836
	Iteration 85Q: 3 clusters Score -978597.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -978596.937500 Penalty: 4499.881836
	Iteration 86Q: 3 clusters Score -978596.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -978599.437500 Penalty: 4499.881836
	Iteration 87Q: 3 clusters Score -978599.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -978600.437500 Penalty: 4499.881836
	Iteration 88Q: 3 clusters Score -978600.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 7902 members 
Entering Unmasked Estep 
Score: -978600.187500 Penalty: 4499.881836
	Iteration 89Q: 3 clusters Score -978600.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -978601.250000 Penalty: 4499.881836
	Iteration 90Q: 3 clusters Score -978601.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -978602.250000 Penalty: 4499.881836
	Iteration 91Q: 3 clusters Score -978602.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 7904 members 
Entering Unmasked Estep 
Score: -978602.250000 Penalty: 4499.881836
	Iteration 92F: 3 clusters Score -978602.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188739 members 
Entering Unmasked Estep 
Score: -22332812.000000 Penalty: 3012.733887
	Iteration 0F: 2 clusters Score -2.233281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94470 members 
Mstep: Class 2 contains 94269 members 
Entering Unmasked Estep 
Score: -22208192.000000 Penalty: 6025.467773
	Iteration 0F: 3 clusters Score -2.220819e+07 nChanged 90663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96621 members 
Mstep: Class 2 contains 92118 members 
Entering Unmasked Estep 
Score: -22261698.000000 Penalty: 6025.467773
	Iteration 1F: 3 clusters Score -2.22617e+07 nChanged 5857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98076 members 
Mstep: Class 2 contains 90663 members 
Entering Unmasked Estep 
Score: -22263116.000000 Penalty: 6025.467773
	Iteration 2Q: 3 clusters Score -2.226312e+07 nChanged 6365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100381 members 
Mstep: Class 2 contains 88358 members 
Entering Unmasked Estep 
Score: -22265042.000000 Penalty: 6025.467773
	Iteration 3Q: 3 clusters Score -2.226504e+07 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 84746 members 
Entering Unmasked Estep 
Score: -22267558.000000 Penalty: 6025.467773
	Iteration 4Q: 3 clusters Score -2.226756e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109287 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -22271640.000000 Penalty: 6025.467773
	Iteration 5Q: 3 clusters Score -2.227164e+07 nChanged 10872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116543 members 
Mstep: Class 2 contains 72196 members 
Entering Unmasked Estep 
Score: -22277922.000000 Penalty: 6025.467773
	Iteration 6F: 3 clusters Score -2.227792e+07 nChanged 12478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125475 members 
Mstep: Class 2 contains 63264 members 
Entering Unmasked Estep 
Score: -22286926.000000 Penalty: 6025.467773
	Iteration 7F: 3 clusters Score -2.228693e+07 nChanged 12889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134868 members 
Mstep: Class 2 contains 53871 members 
Entering Unmasked Estep 
Score: -22297356.000000 Penalty: 6025.467773
	Iteration 8F: 3 clusters Score -2.229736e+07 nChanged 11247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142345 members 
Mstep: Class 2 contains 46394 members 
Entering Unmasked Estep 
Score: -22306486.000000 Penalty: 6025.467773
	Iteration 9F: 3 clusters Score -2.230649e+07 nChanged 8740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147617 members 
Mstep: Class 2 contains 41122 members 
Entering Unmasked Estep 
Score: -22312636.000000 Penalty: 6025.467773
	Iteration 10Q: 3 clusters Score -2.231264e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151613 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -22316100.000000 Penalty: 6025.467773
	Iteration 11Q: 3 clusters Score -2.23161e+07 nChanged 4145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155040 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -22318064.000000 Penalty: 6025.467773
	Iteration 12Q: 3 clusters Score -2.231806e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158246 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -22319754.000000 Penalty: 6025.467773
	Iteration 13Q: 3 clusters Score -2.231975e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161354 members 
Mstep: Class 2 contains 27385 members 
Entering Unmasked Estep 
Score: -22320930.000000 Penalty: 6025.467773
	Iteration 14Q: 3 clusters Score -2.232093e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164250 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -22322318.000000 Penalty: 6025.467773
	Iteration 15Q: 3 clusters Score -2.232232e+07 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166950 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -22323556.000000 Penalty: 6025.467773
	Iteration 16Q: 3 clusters Score -2.232356e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169439 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -22324538.000000 Penalty: 6025.467773
	Iteration 17Q: 3 clusters Score -2.232454e+07 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171716 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -22325470.000000 Penalty: 6025.467773
	Iteration 18Q: 3 clusters Score -2.232547e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173860 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -22326488.000000 Penalty: 6025.467773
	Iteration 19Q: 3 clusters Score -2.232649e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175730 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -22327228.000000 Penalty: 6025.467773
	Iteration 20F: 3 clusters Score -2.232723e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177363 members 
Mstep: Class 2 contains 11376 members 
Entering Unmasked Estep 
Score: -22327830.000000 Penalty: 6025.467773
	Iteration 21Q: 3 clusters Score -2.232783e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178828 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -22328254.000000 Penalty: 6025.467773
	Iteration 22Q: 3 clusters Score -2.232825e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180117 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -22328700.000000 Penalty: 6025.467773
	Iteration 23Q: 3 clusters Score -2.23287e+07 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181177 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -22329188.000000 Penalty: 6025.467773
	Iteration 24Q: 3 clusters Score -2.232919e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182085 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -22329476.000000 Penalty: 6025.467773
	Iteration 25Q: 3 clusters Score -2.232948e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182913 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -22329744.000000 Penalty: 6025.467773
	Iteration 26Q: 3 clusters Score -2.232974e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183546 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -22329898.000000 Penalty: 6025.467773
	Iteration 27Q: 3 clusters Score -2.23299e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184110 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -22330092.000000 Penalty: 6025.467773
	Iteration 28Q: 3 clusters Score -2.233009e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184547 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -22330238.000000 Penalty: 6025.467773
	Iteration 29Q: 3 clusters Score -2.233024e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184912 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -22330338.000000 Penalty: 6025.467773
	Iteration 30Q: 3 clusters Score -2.233034e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185239 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -22330404.000000 Penalty: 6025.467773
	Iteration 31Q: 3 clusters Score -2.23304e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185525 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -22330514.000000 Penalty: 6025.467773
	Iteration 32Q: 3 clusters Score -2.233051e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185764 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -22330554.000000 Penalty: 6025.467773
	Iteration 33Q: 3 clusters Score -2.233055e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185966 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -22330540.000000 Penalty: 6025.467773
	Iteration 34Q: 3 clusters Score -2.233054e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186104 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -22330558.000000 Penalty: 6025.467773
	Iteration 35Q: 3 clusters Score -2.233056e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186224 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -22330592.000000 Penalty: 6025.467773
	Iteration 36Q: 3 clusters Score -2.233059e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186328 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -22330550.000000 Penalty: 6025.467773
	Iteration 37Q: 3 clusters Score -2.233055e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186430 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -22330584.000000 Penalty: 6025.467773
	Iteration 38Q: 3 clusters Score -2.233058e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186522 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -22330598.000000 Penalty: 6025.467773
	Iteration 39Q: 3 clusters Score -2.23306e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186599 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -22330628.000000 Penalty: 6025.467773
	Iteration 40F: 3 clusters Score -2.233063e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186677 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -22330622.000000 Penalty: 6025.467773
	Iteration 41Q: 3 clusters Score -2.233062e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186737 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -22330608.000000 Penalty: 6025.467773
	Iteration 42Q: 3 clusters Score -2.233061e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186783 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -22330620.000000 Penalty: 6025.467773
	Iteration 43Q: 3 clusters Score -2.233062e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186835 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -22330632.000000 Penalty: 6025.467773
	Iteration 44Q: 3 clusters Score -2.233063e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186874 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -22330622.000000 Penalty: 6025.467773
	Iteration 45Q: 3 clusters Score -2.233062e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186917 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -22330636.000000 Penalty: 6025.467773
	Iteration 46Q: 3 clusters Score -2.233064e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186952 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -22330638.000000 Penalty: 6025.467773
	Iteration 47Q: 3 clusters Score -2.233064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186975 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -22330682.000000 Penalty: 6025.467773
	Iteration 48Q: 3 clusters Score -2.233068e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187000 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -22330678.000000 Penalty: 6025.467773
	Iteration 49Q: 3 clusters Score -2.233068e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187028 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -22330694.000000 Penalty: 6025.467773
	Iteration 50Q: 3 clusters Score -2.233069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187049 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -22330682.000000 Penalty: 6025.467773
	Iteration 51Q: 3 clusters Score -2.233068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187072 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -22330680.000000 Penalty: 6025.467773
	Iteration 52Q: 3 clusters Score -2.233068e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187095 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -22330670.000000 Penalty: 6025.467773
	Iteration 53Q: 3 clusters Score -2.233067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187108 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -22330658.000000 Penalty: 6025.467773
	Iteration 54Q: 3 clusters Score -2.233066e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187122 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -22330678.000000 Penalty: 6025.467773
	Iteration 55Q: 3 clusters Score -2.233068e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187139 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -22330674.000000 Penalty: 6025.467773
	Iteration 56Q: 3 clusters Score -2.233067e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187151 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -22330672.000000 Penalty: 6025.467773
	Iteration 57Q: 3 clusters Score -2.233067e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187159 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -22330660.000000 Penalty: 6025.467773
	Iteration 58Q: 3 clusters Score -2.233066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187170 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -22330666.000000 Penalty: 6025.467773
	Iteration 59Q: 3 clusters Score -2.233067e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187183 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22330670.000000 Penalty: 6025.467773
	Iteration 60F: 3 clusters Score -2.233067e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187200 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -22330704.000000 Penalty: 6025.467773
	Iteration 61Q: 3 clusters Score -2.23307e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187215 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -22330722.000000 Penalty: 6025.467773
	Iteration 62Q: 3 clusters Score -2.233072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187219 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -22330700.000000 Penalty: 6025.467773
	Iteration 63Q: 3 clusters Score -2.23307e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187220 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -22330704.000000 Penalty: 6025.467773
	Iteration 64Q: 3 clusters Score -2.23307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187223 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -22330702.000000 Penalty: 6025.467773
	Iteration 65Q: 3 clusters Score -2.23307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187228 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -22330704.000000 Penalty: 6025.467773
	Iteration 66Q: 3 clusters Score -2.23307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187231 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -22330722.000000 Penalty: 6025.467773
	Iteration 67Q: 3 clusters Score -2.233072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187238 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -22330724.000000 Penalty: 6025.467773
	Iteration 68Q: 3 clusters Score -2.233072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187247 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -22330716.000000 Penalty: 6025.467773
	Iteration 69Q: 3 clusters Score -2.233072e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187259 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -22330714.000000 Penalty: 6025.467773
	Iteration 70Q: 3 clusters Score -2.233071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187269 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -22330708.000000 Penalty: 6025.467773
	Iteration 71Q: 3 clusters Score -2.233071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187285 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -22330706.000000 Penalty: 6025.467773
	Iteration 72Q: 3 clusters Score -2.233071e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187291 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -22330694.000000 Penalty: 6025.467773
	Iteration 73Q: 3 clusters Score -2.233069e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187295 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -22330692.000000 Penalty: 6025.467773
	Iteration 74Q: 3 clusters Score -2.233069e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187303 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -22330716.000000 Penalty: 6025.467773
	Iteration 75Q: 3 clusters Score -2.233072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187311 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -22330722.000000 Penalty: 6025.467773
	Iteration 76Q: 3 clusters Score -2.233072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187317 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22330716.000000 Penalty: 6025.467773
	Iteration 77Q: 3 clusters Score -2.233072e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187322 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -22330726.000000 Penalty: 6025.467773
	Iteration 78Q: 3 clusters Score -2.233073e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187330 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -22330700.000000 Penalty: 6025.467773
	Iteration 79Q: 3 clusters Score -2.23307e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187332 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -22330696.000000 Penalty: 6025.467773
	Iteration 80F: 3 clusters Score -2.23307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187335 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -22330704.000000 Penalty: 6025.467773
	Iteration 81Q: 3 clusters Score -2.23307e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187338 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -22330702.000000 Penalty: 6025.467773
	Iteration 82Q: 3 clusters Score -2.23307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187341 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -22330708.000000 Penalty: 6025.467773
	Iteration 83Q: 3 clusters Score -2.233071e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187344 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -22330706.000000 Penalty: 6025.467773
	Iteration 84Q: 3 clusters Score -2.233071e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187345 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22330716.000000 Penalty: 6025.467773
	Iteration 85Q: 3 clusters Score -2.233072e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187345 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -22330716.000000 Penalty: 6025.467773
	Iteration 86F: 3 clusters Score -2.233072e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51833 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Entering Unmasked Estep 
Score: -6209965.500000 Penalty: 2692.234131
	Iteration 0F: 2 clusters Score -6209966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26098 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -6174994.000000 Penalty: 5384.468262
	Iteration 0F: 3 clusters Score -6174994 nChanged 23987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -6188190.000000 Penalty: 5384.468262
	Iteration 1F: 3 clusters Score -6188190 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27572 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -6188735.000000 Penalty: 5384.468262
	Iteration 2Q: 3 clusters Score -6188735 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28462 members 
Mstep: Class 2 contains 23371 members 
Entering Unmasked Estep 
Score: -6189235.500000 Penalty: 5384.468262
	Iteration 3Q: 3 clusters Score -6189236 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -6189862.000000 Penalty: 5384.468262
	Iteration 4Q: 3 clusters Score -6189862 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31556 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -6190755.000000 Penalty: 5384.468262
	Iteration 5Q: 3 clusters Score -6190755 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34119 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -6192176.000000 Penalty: 5384.468262
	Iteration 6F: 3 clusters Score -6192176 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -6194535.500000 Penalty: 5384.468262
	Iteration 7F: 3 clusters Score -6194536 nChanged 4165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41769 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -6198019.000000 Penalty: 5384.468262
	Iteration 8F: 3 clusters Score -6198019 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -6202207.000000 Penalty: 5384.468262
	Iteration 9F: 3 clusters Score -6202207 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49297 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -6205309.500000 Penalty: 5384.468262
	Iteration 10F: 3 clusters Score -6205310 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50785 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -6206739.000000 Penalty: 5384.468262
	Iteration 11Q: 3 clusters Score -6206739 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -6207274.500000 Penalty: 5384.468262
	Iteration 12Q: 3 clusters Score -6207274 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51379 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6207471.500000 Penalty: 5384.468262
	Iteration 13Q: 3 clusters Score -6207472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51435 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6207556.500000 Penalty: 5384.468262
	Iteration 14Q: 3 clusters Score -6207556 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51452 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -6207603.500000 Penalty: 5384.468262
	Iteration 15Q: 3 clusters Score -6207604 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -6207650.000000 Penalty: 5384.468262
	Iteration 16Q: 3 clusters Score -6207650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51471 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -6207675.500000 Penalty: 5384.468262
	Iteration 17Q: 3 clusters Score -6207676 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51477 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -6207697.000000 Penalty: 5384.468262
	Iteration 18Q: 3 clusters Score -6207697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6207719.000000 Penalty: 5384.468262
	Iteration 19Q: 3 clusters Score -6207719 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6207721.500000 Penalty: 5384.468262
	Iteration 20F: 3 clusters Score -6207722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6207723.500000 Penalty: 5384.468262
	Iteration 21Q: 3 clusters Score -6207724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -6207729.500000 Penalty: 5384.468262
	Iteration 22Q: 3 clusters Score -6207730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51473 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6207736.500000 Penalty: 5384.468262
	Iteration 23Q: 3 clusters Score -6207736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6207740.000000 Penalty: 5384.468262
	Iteration 24Q: 3 clusters Score -6207740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51476 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -6207739.000000 Penalty: 5384.468262
	Iteration 25Q: 3 clusters Score -6207739 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6207745.500000 Penalty: 5384.468262
	Iteration 26Q: 3 clusters Score -6207746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51475 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -6207745.500000 Penalty: 5384.468262
	Iteration 27F: 3 clusters Score -6207746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Entering Unmasked Estep 
Score: -1361103.125000 Penalty: 2334.068359
	Iteration 0F: 2 clusters Score -1361103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1352082.375000 Penalty: 4668.136719
	Iteration 0F: 3 clusters Score -1352082 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1355090.875000 Penalty: 4668.136719
	Iteration 1F: 3 clusters Score -1355091 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1355720.625000 Penalty: 4668.136719
	Iteration 2F: 3 clusters Score -1355721 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -1356435.750000 Penalty: 4668.136719
	Iteration 3F: 3 clusters Score -1356436 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1357193.375000 Penalty: 4668.136719
	Iteration 4F: 3 clusters Score -1357193 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1357876.875000 Penalty: 4668.136719
	Iteration 5F: 3 clusters Score -1357877 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -1358368.500000 Penalty: 4668.136719
	Iteration 6F: 3 clusters Score -1358368 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1358765.375000 Penalty: 4668.136719
	Iteration 7Q: 3 clusters Score -1358765 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -1359031.125000 Penalty: 4668.136719
	Iteration 8Q: 3 clusters Score -1359031 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1359255.750000 Penalty: 4668.136719
	Iteration 9Q: 3 clusters Score -1359256 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -1359434.375000 Penalty: 4668.136719
	Iteration 10Q: 3 clusters Score -1359434 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1359582.500000 Penalty: 4668.136719
	Iteration 11Q: 3 clusters Score -1359582 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1359697.250000 Penalty: 4668.136719
	Iteration 12Q: 3 clusters Score -1359697 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1359796.250000 Penalty: 4668.136719
	Iteration 13Q: 3 clusters Score -1359796 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1359850.375000 Penalty: 4668.136719
	Iteration 14Q: 3 clusters Score -1359850 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1359886.875000 Penalty: 4668.136719
	Iteration 15Q: 3 clusters Score -1359887 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1359915.750000 Penalty: 4668.136719
	Iteration 16Q: 3 clusters Score -1359916 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1359932.375000 Penalty: 4668.136719
	Iteration 17Q: 3 clusters Score -1359932 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1359945.125000 Penalty: 4668.136719
	Iteration 18Q: 3 clusters Score -1359945 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1359957.000000 Penalty: 4668.136719
	Iteration 19Q: 3 clusters Score -1359957 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1359969.125000 Penalty: 4668.136719
	Iteration 20F: 3 clusters Score -1359969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -1359971.875000 Penalty: 4668.136719
	Iteration 21Q: 3 clusters Score -1359972 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1359975.250000 Penalty: 4668.136719
	Iteration 22Q: 3 clusters Score -1359975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1359978.250000 Penalty: 4668.136719
	Iteration 23Q: 3 clusters Score -1359978 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1359982.750000 Penalty: 4668.136719
	Iteration 24Q: 3 clusters Score -1359983 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10663 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1359986.125000 Penalty: 4668.136719
	Iteration 25Q: 3 clusters Score -1359986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1359991.625000 Penalty: 4668.136719
	Iteration 26Q: 3 clusters Score -1359992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1359993.375000 Penalty: 4668.136719
	Iteration 27Q: 3 clusters Score -1359993 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1360003.750000 Penalty: 4668.136719
	Iteration 28Q: 3 clusters Score -1360004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10714 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1360007.875000 Penalty: 4668.136719
	Iteration 29Q: 3 clusters Score -1360008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1360010.375000 Penalty: 4668.136719
	Iteration 30Q: 3 clusters Score -1360010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1360017.000000 Penalty: 4668.136719
	Iteration 31Q: 3 clusters Score -1360017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1360016.375000 Penalty: 4668.136719
	Iteration 32Q: 3 clusters Score -1360016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1360017.500000 Penalty: 4668.136719
	Iteration 33Q: 3 clusters Score -1360018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1360019.750000 Penalty: 4668.136719
	Iteration 34Q: 3 clusters Score -1360020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1360019.250000 Penalty: 4668.136719
	Iteration 35Q: 3 clusters Score -1360019 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1360021.125000 Penalty: 4668.136719
	Iteration 36Q: 3 clusters Score -1360021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1360024.250000 Penalty: 4668.136719
	Iteration 37Q: 3 clusters Score -1360024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10781 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1360025.625000 Penalty: 4668.136719
	Iteration 38Q: 3 clusters Score -1360026 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1360026.750000 Penalty: 4668.136719
	Iteration 39Q: 3 clusters Score -1360027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1360029.625000 Penalty: 4668.136719
	Iteration 40F: 3 clusters Score -1360030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1360034.125000 Penalty: 4668.136719
	Iteration 41Q: 3 clusters Score -1360034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1360036.250000 Penalty: 4668.136719
	Iteration 42Q: 3 clusters Score -1360036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1360034.875000 Penalty: 4668.136719
	Iteration 43Q: 3 clusters Score -1360035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1360035.125000 Penalty: 4668.136719
	Iteration 44Q: 3 clusters Score -1360035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1360038.125000 Penalty: 4668.136719
	Iteration 45Q: 3 clusters Score -1360038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1360039.125000 Penalty: 4668.136719
	Iteration 46Q: 3 clusters Score -1360039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1360039.375000 Penalty: 4668.136719
	Iteration 47Q: 3 clusters Score -1360039 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1360042.000000 Penalty: 4668.136719
	Iteration 48Q: 3 clusters Score -1360042 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1360042.000000 Penalty: 4668.136719
	Iteration 49F: 3 clusters Score -1360042 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -47908.957031 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -47908.96 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 235 members 
Entering Unmasked Estep 
Score: -46441.640625 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -46441.64 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46585.910156 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -46585.91 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46625.972656 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -46625.97 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46658.113281 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -46658.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46684.996094 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -46685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -46698.847656 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -46698.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46710.222656 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -46710.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46719.496094 Penalty: 3053.861572
	Iteration 7Q: 3 clusters Score -46719.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46722.003906 Penalty: 3053.861572
	Iteration 8Q: 3 clusters Score -46722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46725.371094 Penalty: 3053.861572
	Iteration 9Q: 3 clusters Score -46725.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46725.371094 Penalty: 3053.861572
	Iteration 10F: 3 clusters Score -46725.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (167252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167252 members 
Entering Unmasked Estep 
Score: -19801376.000000 Penalty: 2982.759766
	Iteration 0F: 2 clusters Score -1.980138e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83414 members 
Mstep: Class 2 contains 83838 members 
Entering Unmasked Estep 
Score: -19690522.000000 Penalty: 5965.519531
	Iteration 0F: 3 clusters Score -1.969052e+07 nChanged 80047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80033 members 
Mstep: Class 2 contains 87219 members 
Entering Unmasked Estep 
Score: -19736848.000000 Penalty: 5965.519531
	Iteration 1F: 3 clusters Score -1.973685e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77982 members 
Mstep: Class 2 contains 89270 members 
Entering Unmasked Estep 
Score: -19737784.000000 Penalty: 5965.519531
	Iteration 2Q: 3 clusters Score -1.973778e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74850 members 
Mstep: Class 2 contains 92402 members 
Entering Unmasked Estep 
Score: -19739112.000000 Penalty: 5965.519531
	Iteration 3Q: 3 clusters Score -1.973911e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70037 members 
Mstep: Class 2 contains 97215 members 
Entering Unmasked Estep 
Score: -19741208.000000 Penalty: 5965.519531
	Iteration 4Q: 3 clusters Score -1.974121e+07 nChanged 8003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62826 members 
Mstep: Class 2 contains 104426 members 
Entering Unmasked Estep 
Score: -19745000.000000 Penalty: 5965.519531
	Iteration 5Q: 3 clusters Score -1.9745e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 114664 members 
Entering Unmasked Estep 
Score: -19752054.000000 Penalty: 5965.519531
	Iteration 6F: 3 clusters Score -1.975205e+07 nChanged 13622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39406 members 
Mstep: Class 2 contains 127846 members 
Entering Unmasked Estep 
Score: -19763336.000000 Penalty: 5965.519531
	Iteration 7F: 3 clusters Score -1.976334e+07 nChanged 14433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 141911 members 
Entering Unmasked Estep 
Score: -19777356.000000 Penalty: 5965.519531
	Iteration 8F: 3 clusters Score -1.977736e+07 nChanged 11266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14367 members 
Mstep: Class 2 contains 152885 members 
Entering Unmasked Estep 
Score: -19788640.000000 Penalty: 5965.519531
	Iteration 9F: 3 clusters Score -1.978864e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 159201 members 
Entering Unmasked Estep 
Score: -19794456.000000 Penalty: 5965.519531
	Iteration 10Q: 3 clusters Score -1.979446e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 162231 members 
Entering Unmasked Estep 
Score: -19797000.000000 Penalty: 5965.519531
	Iteration 11Q: 3 clusters Score -1.9797e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 163669 members 
Entering Unmasked Estep 
Score: -19798088.000000 Penalty: 5965.519531
	Iteration 12Q: 3 clusters Score -1.979809e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 164456 members 
Entering Unmasked Estep 
Score: -19798652.000000 Penalty: 5965.519531
	Iteration 13Q: 3 clusters Score -1.979865e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 164904 members 
Entering Unmasked Estep 
Score: -19799014.000000 Penalty: 5965.519531
	Iteration 14Q: 3 clusters Score -1.979901e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 165160 members 
Entering Unmasked Estep 
Score: -19799194.000000 Penalty: 5965.519531
	Iteration 15Q: 3 clusters Score -1.979919e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 165334 members 
Entering Unmasked Estep 
Score: -19799322.000000 Penalty: 5965.519531
	Iteration 16Q: 3 clusters Score -1.979932e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 165450 members 
Entering Unmasked Estep 
Score: -19799342.000000 Penalty: 5965.519531
	Iteration 17Q: 3 clusters Score -1.979934e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 165525 members 
Entering Unmasked Estep 
Score: -19799400.000000 Penalty: 5965.519531
	Iteration 18Q: 3 clusters Score -1.97994e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 165598 members 
Entering Unmasked Estep 
Score: -19799488.000000 Penalty: 5965.519531
	Iteration 19Q: 3 clusters Score -1.979949e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 165648 members 
Entering Unmasked Estep 
Score: -19799496.000000 Penalty: 5965.519531
	Iteration 20F: 3 clusters Score -1.97995e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 165677 members 
Entering Unmasked Estep 
Score: -19799538.000000 Penalty: 5965.519531
	Iteration 21Q: 3 clusters Score -1.979954e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 165707 members 
Entering Unmasked Estep 
Score: -19799598.000000 Penalty: 5965.519531
	Iteration 22Q: 3 clusters Score -1.97996e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 165724 members 
Entering Unmasked Estep 
Score: -19799598.000000 Penalty: 5965.519531
	Iteration 23Q: 3 clusters Score -1.97996e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 165748 members 
Entering Unmasked Estep 
Score: -19799614.000000 Penalty: 5965.519531
	Iteration 24Q: 3 clusters Score -1.979961e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 165766 members 
Entering Unmasked Estep 
Score: -19799634.000000 Penalty: 5965.519531
	Iteration 25Q: 3 clusters Score -1.979963e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 165784 members 
Entering Unmasked Estep 
Score: -19799658.000000 Penalty: 5965.519531
	Iteration 26Q: 3 clusters Score -1.979966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 165803 members 
Entering Unmasked Estep 
Score: -19799638.000000 Penalty: 5965.519531
	Iteration 27Q: 3 clusters Score -1.979964e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 165824 members 
Entering Unmasked Estep 
Score: -19799668.000000 Penalty: 5965.519531
	Iteration 28Q: 3 clusters Score -1.979967e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 165830 members 
Entering Unmasked Estep 
Score: -19799680.000000 Penalty: 5965.519531
	Iteration 29Q: 3 clusters Score -1.979968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 165836 members 
Entering Unmasked Estep 
Score: -19799680.000000 Penalty: 5965.519531
	Iteration 30Q: 3 clusters Score -1.979968e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 165838 members 
Entering Unmasked Estep 
Score: -19799696.000000 Penalty: 5965.519531
	Iteration 31Q: 3 clusters Score -1.97997e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 165844 members 
Entering Unmasked Estep 
Score: -19799734.000000 Penalty: 5965.519531
	Iteration 32Q: 3 clusters Score -1.979973e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 165845 members 
Entering Unmasked Estep 
Score: -19799708.000000 Penalty: 5965.519531
	Iteration 33Q: 3 clusters Score -1.979971e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 165851 members 
Entering Unmasked Estep 
Score: -19799710.000000 Penalty: 5965.519531
	Iteration 34Q: 3 clusters Score -1.979971e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 165849 members 
Entering Unmasked Estep 
Score: -19799714.000000 Penalty: 5965.519531
	Iteration 35Q: 3 clusters Score -1.979971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 165857 members 
Entering Unmasked Estep 
Score: -19799724.000000 Penalty: 5965.519531
	Iteration 36Q: 3 clusters Score -1.979972e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 165872 members 
Entering Unmasked Estep 
Score: -19799744.000000 Penalty: 5965.519531
	Iteration 37Q: 3 clusters Score -1.979974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 165876 members 
Entering Unmasked Estep 
Score: -19799744.000000 Penalty: 5965.519531
	Iteration 38Q: 3 clusters Score -1.979974e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 165878 members 
Entering Unmasked Estep 
Score: -19799724.000000 Penalty: 5965.519531
	Iteration 39Q: 3 clusters Score -1.979972e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 165883 members 
Entering Unmasked Estep 
Score: -19799744.000000 Penalty: 5965.519531
	Iteration 40F: 3 clusters Score -1.979974e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 165887 members 
Entering Unmasked Estep 
Score: -19799738.000000 Penalty: 5965.519531
	Iteration 41Q: 3 clusters Score -1.979974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 165894 members 
Entering Unmasked Estep 
Score: -19799742.000000 Penalty: 5965.519531
	Iteration 42Q: 3 clusters Score -1.979974e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 165899 members 
Entering Unmasked Estep 
Score: -19799726.000000 Penalty: 5965.519531
	Iteration 43Q: 3 clusters Score -1.979973e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 165901 members 
Entering Unmasked Estep 
Score: -19799744.000000 Penalty: 5965.519531
	Iteration 44Q: 3 clusters Score -1.979974e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 165899 members 
Entering Unmasked Estep 
Score: -19799766.000000 Penalty: 5965.519531
	Iteration 45Q: 3 clusters Score -1.979977e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 165900 members 
Entering Unmasked Estep 
Score: -19799752.000000 Penalty: 5965.519531
	Iteration 46Q: 3 clusters Score -1.979975e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 165904 members 
Entering Unmasked Estep 
Score: -19799744.000000 Penalty: 5965.519531
	Iteration 47Q: 3 clusters Score -1.979974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 165907 members 
Entering Unmasked Estep 
Score: -19799748.000000 Penalty: 5965.519531
	Iteration 48Q: 3 clusters Score -1.979975e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 165907 members 
Entering Unmasked Estep 
Score: -19799738.000000 Penalty: 5965.519531
	Iteration 49Q: 3 clusters Score -1.979974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 165908 members 
Entering Unmasked Estep 
Score: -19799736.000000 Penalty: 5965.519531
	Iteration 50Q: 3 clusters Score -1.979974e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 165909 members 
Entering Unmasked Estep 
Score: -19799742.000000 Penalty: 5965.519531
	Iteration 51Q: 3 clusters Score -1.979974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 165909 members 
Entering Unmasked Estep 
Score: -19799742.000000 Penalty: 5965.519531
	Iteration 52F: 3 clusters Score -1.979974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Entering Unmasked Estep 
Score: -2418210.500000 Penalty: 2500.130859
	Iteration 0F: 2 clusters Score -2418210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2401533.000000 Penalty: 5000.261719
	Iteration 0F: 3 clusters Score -2401533 nChanged 10749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2407757.250000 Penalty: 5000.261719
	Iteration 1F: 3 clusters Score -2407757 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 12414 members 
Entering Unmasked Estep 
Score: -2408511.250000 Penalty: 5000.261719
	Iteration 2F: 3 clusters Score -2408511 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11410 members 
Mstep: Class 2 contains 12479 members 
Entering Unmasked Estep 
Score: -2409290.500000 Penalty: 5000.261719
	Iteration 3F: 3 clusters Score -2409290 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -2410159.000000 Penalty: 5000.261719
	Iteration 4F: 3 clusters Score -2410159 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2411125.750000 Penalty: 5000.261719
	Iteration 5F: 3 clusters Score -2411126 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10856 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -2412078.000000 Penalty: 5000.261719
	Iteration 6F: 3 clusters Score -2412078 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -2412889.750000 Penalty: 5000.261719
	Iteration 7F: 3 clusters Score -2412890 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2413579.500000 Penalty: 5000.261719
	Iteration 8Q: 3 clusters Score -2413580 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -2414079.000000 Penalty: 5000.261719
	Iteration 9Q: 3 clusters Score -2414079 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2414427.250000 Penalty: 5000.261719
	Iteration 10Q: 3 clusters Score -2414427 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 13507 members 
Entering Unmasked Estep 
Score: -2414664.750000 Penalty: 5000.261719
	Iteration 11Q: 3 clusters Score -2414665 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -2414849.500000 Penalty: 5000.261719
	Iteration 12Q: 3 clusters Score -2414850 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -2414989.250000 Penalty: 5000.261719
	Iteration 13Q: 3 clusters Score -2414989 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -2415110.500000 Penalty: 5000.261719
	Iteration 14Q: 3 clusters Score -2415110 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -2415193.500000 Penalty: 5000.261719
	Iteration 15Q: 3 clusters Score -2415194 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2415261.250000 Penalty: 5000.261719
	Iteration 16Q: 3 clusters Score -2415261 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -2415290.000000 Penalty: 5000.261719
	Iteration 17Q: 3 clusters Score -2415290 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10633 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -2415333.000000 Penalty: 5000.261719
	Iteration 18Q: 3 clusters Score -2415333 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -2415363.500000 Penalty: 5000.261719
	Iteration 19Q: 3 clusters Score -2415364 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2415380.500000 Penalty: 5000.261719
	Iteration 20F: 3 clusters Score -2415380 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2415393.500000 Penalty: 5000.261719
	Iteration 21Q: 3 clusters Score -2415394 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10770 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2415406.500000 Penalty: 5000.261719
	Iteration 22Q: 3 clusters Score -2415406 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2415426.500000 Penalty: 5000.261719
	Iteration 23Q: 3 clusters Score -2415426 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -2415440.000000 Penalty: 5000.261719
	Iteration 24Q: 3 clusters Score -2415440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 13090 members 
Entering Unmasked Estep 
Score: -2415460.750000 Penalty: 5000.261719
	Iteration 25Q: 3 clusters Score -2415461 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 13106 members 
Entering Unmasked Estep 
Score: -2415468.250000 Penalty: 5000.261719
	Iteration 26Q: 3 clusters Score -2415468 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -2415488.500000 Penalty: 5000.261719
	Iteration 27Q: 3 clusters Score -2415488 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10746 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2415495.500000 Penalty: 5000.261719
	Iteration 28Q: 3 clusters Score -2415496 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2415509.000000 Penalty: 5000.261719
	Iteration 29Q: 3 clusters Score -2415509 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2415519.000000 Penalty: 5000.261719
	Iteration 30Q: 3 clusters Score -2415519 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2415545.000000 Penalty: 5000.261719
	Iteration 31Q: 3 clusters Score -2415545 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -2415568.250000 Penalty: 5000.261719
	Iteration 32Q: 3 clusters Score -2415568 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2415579.000000 Penalty: 5000.261719
	Iteration 33Q: 3 clusters Score -2415579 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -2415594.500000 Penalty: 5000.261719
	Iteration 34Q: 3 clusters Score -2415594 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 13446 members 
Entering Unmasked Estep 
Score: -2415611.000000 Penalty: 5000.261719
	Iteration 35Q: 3 clusters Score -2415611 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -2415618.500000 Penalty: 5000.261719
	Iteration 36Q: 3 clusters Score -2415618 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2415645.250000 Penalty: 5000.261719
	Iteration 37Q: 3 clusters Score -2415645 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -2415654.750000 Penalty: 5000.261719
	Iteration 38Q: 3 clusters Score -2415655 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2415666.500000 Penalty: 5000.261719
	Iteration 39Q: 3 clusters Score -2415666 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -2415684.750000 Penalty: 5000.261719
	Iteration 40F: 3 clusters Score -2415685 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10022 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -2415696.500000 Penalty: 5000.261719
	Iteration 41Q: 3 clusters Score -2415696 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 13936 members 
Entering Unmasked Estep 
Score: -2415705.500000 Penalty: 5000.261719
	Iteration 42Q: 3 clusters Score -2415706 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -2415719.250000 Penalty: 5000.261719
	Iteration 43Q: 3 clusters Score -2415719 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -2415728.250000 Penalty: 5000.261719
	Iteration 44Q: 3 clusters Score -2415728 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 14085 members 
Entering Unmasked Estep 
Score: -2415734.500000 Penalty: 5000.261719
	Iteration 45Q: 3 clusters Score -2415734 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -2415731.000000 Penalty: 5000.261719
	Iteration 46Q: 3 clusters Score -2415731 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2415740.250000 Penalty: 5000.261719
	Iteration 47Q: 3 clusters Score -2415740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2415742.750000 Penalty: 5000.261719
	Iteration 48Q: 3 clusters Score -2415743 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2415759.750000 Penalty: 5000.261719
	Iteration 49Q: 3 clusters Score -2415760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2415760.250000 Penalty: 5000.261719
	Iteration 50Q: 3 clusters Score -2415760 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2415769.250000 Penalty: 5000.261719
	Iteration 51Q: 3 clusters Score -2415769 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 14388 members 
Entering Unmasked Estep 
Score: -2415768.500000 Penalty: 5000.261719
	Iteration 52Q: 3 clusters Score -2415768 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2415772.250000 Penalty: 5000.261719
	Iteration 53Q: 3 clusters Score -2415772 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -2415778.000000 Penalty: 5000.261719
	Iteration 54Q: 3 clusters Score -2415778 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -2415783.250000 Penalty: 5000.261719
	Iteration 55Q: 3 clusters Score -2415783 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2415787.750000 Penalty: 5000.261719
	Iteration 56Q: 3 clusters Score -2415788 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2415804.750000 Penalty: 5000.261719
	Iteration 57Q: 3 clusters Score -2415805 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 14737 members 
Entering Unmasked Estep 
Score: -2415817.250000 Penalty: 5000.261719
	Iteration 58Q: 3 clusters Score -2415817 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2415822.000000 Penalty: 5000.261719
	Iteration 59Q: 3 clusters Score -2415822 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -2415841.750000 Penalty: 5000.261719
	Iteration 60F: 3 clusters Score -2415842 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -2415861.500000 Penalty: 5000.261719
	Iteration 61Q: 3 clusters Score -2415862 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2415874.750000 Penalty: 5000.261719
	Iteration 62Q: 3 clusters Score -2415875 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 15208 members 
Entering Unmasked Estep 
Score: -2415900.500000 Penalty: 5000.261719
	Iteration 63Q: 3 clusters Score -2415900 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -2415907.000000 Penalty: 5000.261719
	Iteration 64Q: 3 clusters Score -2415907 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -2415925.000000 Penalty: 5000.261719
	Iteration 65Q: 3 clusters Score -2415925 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -2415938.250000 Penalty: 5000.261719
	Iteration 66Q: 3 clusters Score -2415938 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8335 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -2415954.750000 Penalty: 5000.261719
	Iteration 67Q: 3 clusters Score -2415955 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2415965.000000 Penalty: 5000.261719
	Iteration 68Q: 3 clusters Score -2415965 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -2415971.500000 Penalty: 5000.261719
	Iteration 69Q: 3 clusters Score -2415972 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 15815 members 
Entering Unmasked Estep 
Score: -2415982.250000 Penalty: 5000.261719
	Iteration 70Q: 3 clusters Score -2415982 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -2415990.000000 Penalty: 5000.261719
	Iteration 71Q: 3 clusters Score -2415990 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 15960 members 
Entering Unmasked Estep 
Score: -2416001.750000 Penalty: 5000.261719
	Iteration 72Q: 3 clusters Score -2416002 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -2416003.750000 Penalty: 5000.261719
	Iteration 73Q: 3 clusters Score -2416004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -2416004.500000 Penalty: 5000.261719
	Iteration 74Q: 3 clusters Score -2416004 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 16108 members 
Entering Unmasked Estep 
Score: -2416012.500000 Penalty: 5000.261719
	Iteration 75Q: 3 clusters Score -2416012 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2416017.250000 Penalty: 5000.261719
	Iteration 76Q: 3 clusters Score -2416017 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -2416018.000000 Penalty: 5000.261719
	Iteration 77Q: 3 clusters Score -2416018 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -2416019.750000 Penalty: 5000.261719
	Iteration 78Q: 3 clusters Score -2416020 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2416042.500000 Penalty: 5000.261719
	Iteration 79Q: 3 clusters Score -2416042 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -2416052.250000 Penalty: 5000.261719
	Iteration 80F: 3 clusters Score -2416052 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2416054.250000 Penalty: 5000.261719
	Iteration 81Q: 3 clusters Score -2416054 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2416055.250000 Penalty: 5000.261719
	Iteration 82Q: 3 clusters Score -2416055 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2416056.750000 Penalty: 5000.261719
	Iteration 83Q: 3 clusters Score -2416057 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2416065.500000 Penalty: 5000.261719
	Iteration 84Q: 3 clusters Score -2416066 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2416076.750000 Penalty: 5000.261719
	Iteration 85Q: 3 clusters Score -2416077 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -2416082.250000 Penalty: 5000.261719
	Iteration 86Q: 3 clusters Score -2416082 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -2416093.250000 Penalty: 5000.261719
	Iteration 87Q: 3 clusters Score -2416093 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2416105.250000 Penalty: 5000.261719
	Iteration 88Q: 3 clusters Score -2416105 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -2416107.500000 Penalty: 5000.261719
	Iteration 89Q: 3 clusters Score -2416108 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 16886 members 
Entering Unmasked Estep 
Score: -2416098.250000 Penalty: 5000.261719
	Iteration 90Q: 3 clusters Score -2416098 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -2416112.250000 Penalty: 5000.261719
	Iteration 91Q: 3 clusters Score -2416112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2416118.250000 Penalty: 5000.261719
	Iteration 92Q: 3 clusters Score -2416118 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2416126.750000 Penalty: 5000.261719
	Iteration 93Q: 3 clusters Score -2416127 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 17043 members 
Entering Unmasked Estep 
Score: -2416127.750000 Penalty: 5000.261719
	Iteration 94Q: 3 clusters Score -2416128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -2416132.000000 Penalty: 5000.261719
	Iteration 95Q: 3 clusters Score -2416132 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 17133 members 
Entering Unmasked Estep 
Score: -2416140.000000 Penalty: 5000.261719
	Iteration 96Q: 3 clusters Score -2416140 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2416143.750000 Penalty: 5000.261719
	Iteration 97Q: 3 clusters Score -2416144 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -2416142.250000 Penalty: 5000.261719
	Iteration 98Q: 3 clusters Score -2416142 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2416147.750000 Penalty: 5000.261719
	Iteration 99Q: 3 clusters Score -2416148 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -2416146.500000 Penalty: 5000.261719
	Iteration 100F: 3 clusters Score -2416146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2416159.500000 Penalty: 5000.261719
	Iteration 101Q: 3 clusters Score -2416160 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6553 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2416157.750000 Penalty: 5000.261719
	Iteration 102Q: 3 clusters Score -2416158 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2416152.750000 Penalty: 5000.261719
	Iteration 103Q: 3 clusters Score -2416153 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2416154.000000 Penalty: 5000.261719
	Iteration 104Q: 3 clusters Score -2416154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2416155.750000 Penalty: 5000.261719
	Iteration 105Q: 3 clusters Score -2416156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -2416155.000000 Penalty: 5000.261719
	Iteration 106Q: 3 clusters Score -2416155 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2416162.750000 Penalty: 5000.261719
	Iteration 107Q: 3 clusters Score -2416163 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2416164.500000 Penalty: 5000.261719
	Iteration 108Q: 3 clusters Score -2416164 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -2416163.250000 Penalty: 5000.261719
	Iteration 109Q: 3 clusters Score -2416163 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2416167.250000 Penalty: 5000.261719
	Iteration 110Q: 3 clusters Score -2416167 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -2416172.250000 Penalty: 5000.261719
	Iteration 111Q: 3 clusters Score -2416172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2416178.750000 Penalty: 5000.261719
	Iteration 112Q: 3 clusters Score -2416179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 17583 members 
Entering Unmasked Estep 
Score: -2416174.000000 Penalty: 5000.261719
	Iteration 113Q: 3 clusters Score -2416174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2416174.750000 Penalty: 5000.261719
	Iteration 114Q: 3 clusters Score -2416175 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2416183.000000 Penalty: 5000.261719
	Iteration 115Q: 3 clusters Score -2416183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -2416182.750000 Penalty: 5000.261719
	Iteration 116Q: 3 clusters Score -2416183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -2416180.250000 Penalty: 5000.261719
	Iteration 117Q: 3 clusters Score -2416180 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 17655 members 
Entering Unmasked Estep 
Score: -2416182.250000 Penalty: 5000.261719
	Iteration 118Q: 3 clusters Score -2416182 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2416177.000000 Penalty: 5000.261719
	Iteration 119Q: 3 clusters Score -2416177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -2416183.250000 Penalty: 5000.261719
	Iteration 120F: 3 clusters Score -2416183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2416185.000000 Penalty: 5000.261719
	Iteration 121Q: 3 clusters Score -2416185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -2416187.000000 Penalty: 5000.261719
	Iteration 122Q: 3 clusters Score -2416187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -2416194.000000 Penalty: 5000.261719
	Iteration 123Q: 3 clusters Score -2416194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -2416203.750000 Penalty: 5000.261719
	Iteration 124Q: 3 clusters Score -2416204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 17749 members 
Entering Unmasked Estep 
Score: -2416203.500000 Penalty: 5000.261719
	Iteration 125Q: 3 clusters Score -2416204 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -2416205.500000 Penalty: 5000.261719
	Iteration 126Q: 3 clusters Score -2416206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -2416199.000000 Penalty: 5000.261719
	Iteration 127Q: 3 clusters Score -2416199 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -2416203.750000 Penalty: 5000.261719
	Iteration 128Q: 3 clusters Score -2416204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 17836 members 
Entering Unmasked Estep 
Score: -2416201.750000 Penalty: 5000.261719
	Iteration 129Q: 3 clusters Score -2416202 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -2416205.000000 Penalty: 5000.261719
	Iteration 130Q: 3 clusters Score -2416205 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -2416209.000000 Penalty: 5000.261719
	Iteration 131Q: 3 clusters Score -2416209 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2416211.500000 Penalty: 5000.261719
	Iteration 132Q: 3 clusters Score -2416212 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2416212.000000 Penalty: 5000.261719
	Iteration 133Q: 3 clusters Score -2416212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 17940 members 
Entering Unmasked Estep 
Score: -2416221.000000 Penalty: 5000.261719
	Iteration 134Q: 3 clusters Score -2416221 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2416222.500000 Penalty: 5000.261719
	Iteration 135Q: 3 clusters Score -2416222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 17969 members 
Entering Unmasked Estep 
Score: -2416226.500000 Penalty: 5000.261719
	Iteration 136Q: 3 clusters Score -2416226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2416222.000000 Penalty: 5000.261719
	Iteration 137Q: 3 clusters Score -2416222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2416218.750000 Penalty: 5000.261719
	Iteration 138Q: 3 clusters Score -2416219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2416223.750000 Penalty: 5000.261719
	Iteration 139Q: 3 clusters Score -2416224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2416230.250000 Penalty: 5000.261719
	Iteration 140F: 3 clusters Score -2416230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -2416227.750000 Penalty: 5000.261719
	Iteration 141Q: 3 clusters Score -2416228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 17999 members 
Entering Unmasked Estep 
Score: -2416230.000000 Penalty: 5000.261719
	Iteration 142Q: 3 clusters Score -2416230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 18000 members 
Entering Unmasked Estep 
Score: -2416229.250000 Penalty: 5000.261719
	Iteration 143Q: 3 clusters Score -2416229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2416230.000000 Penalty: 5000.261719
	Iteration 144Q: 3 clusters Score -2416230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5888 members 
Mstep: Class 2 contains 18001 members 
Entering Unmasked Estep 
Score: -2416230.000000 Penalty: 5000.261719
	Iteration 145F: 3 clusters Score -2416230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Entering Unmasked Estep 
Score: -259509.437500 Penalty: 1911.239990
	Iteration 0F: 2 clusters Score -259509.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -256769.015625 Penalty: 3822.479980
	Iteration 0F: 3 clusters Score -256769 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -257283.218750 Penalty: 3822.479980
	Iteration 1F: 3 clusters Score -257283.2 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -257410.156250 Penalty: 3822.479980
	Iteration 2F: 3 clusters Score -257410.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -257468.015625 Penalty: 3822.479980
	Iteration 3Q: 3 clusters Score -257468 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -257499.000000 Penalty: 3822.479980
	Iteration 4Q: 3 clusters Score -257499 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -257517.203125 Penalty: 3822.479980
	Iteration 5Q: 3 clusters Score -257517.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -257528.781250 Penalty: 3822.479980
	Iteration 6Q: 3 clusters Score -257528.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -257531.812500 Penalty: 3822.479980
	Iteration 7Q: 3 clusters Score -257531.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -257537.171875 Penalty: 3822.479980
	Iteration 8Q: 3 clusters Score -257537.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -257540.296875 Penalty: 3822.479980
	Iteration 9Q: 3 clusters Score -257540.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -257540.375000 Penalty: 3822.479980
	Iteration 10Q: 3 clusters Score -257540.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -257541.625000 Penalty: 3822.479980
	Iteration 11Q: 3 clusters Score -257541.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -257542.171875 Penalty: 3822.479980
	Iteration 12Q: 3 clusters Score -257542.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -257542.937500 Penalty: 3822.479980
	Iteration 13Q: 3 clusters Score -257542.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -257543.515625 Penalty: 3822.479980
	Iteration 14Q: 3 clusters Score -257543.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -257543.921875 Penalty: 3822.479980
	Iteration 15Q: 3 clusters Score -257543.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -257544.421875 Penalty: 3822.479980
	Iteration 16Q: 3 clusters Score -257544.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -257545.203125 Penalty: 3822.479980
	Iteration 17Q: 3 clusters Score -257545.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -257545.531250 Penalty: 3822.479980
	Iteration 18Q: 3 clusters Score -257545.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -257546.343750 Penalty: 3822.479980
	Iteration 19Q: 3 clusters Score -257546.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -257546.890625 Penalty: 3822.479980
	Iteration 20F: 3 clusters Score -257546.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -257547.656250 Penalty: 3822.479980
	Iteration 21Q: 3 clusters Score -257547.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -257548.015625 Penalty: 3822.479980
	Iteration 22Q: 3 clusters Score -257548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -257548.937500 Penalty: 3822.479980
	Iteration 23Q: 3 clusters Score -257548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -257549.281250 Penalty: 3822.479980
	Iteration 24Q: 3 clusters Score -257549.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -257550.109375 Penalty: 3822.479980
	Iteration 25Q: 3 clusters Score -257550.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -257551.328125 Penalty: 3822.479980
	Iteration 26Q: 3 clusters Score -257551.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -257553.109375 Penalty: 3822.479980
	Iteration 27Q: 3 clusters Score -257553.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -257553.750000 Penalty: 3822.479980
	Iteration 28Q: 3 clusters Score -257553.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -257554.515625 Penalty: 3822.479980
	Iteration 29Q: 3 clusters Score -257554.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -257554.515625 Penalty: 3822.479980
	Iteration 30F: 3 clusters Score -257554.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25839.906250 Penalty: 1381.894165
	Iteration 0F: 2 clusters Score -25839.91 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 137 members 
Entering Unmasked Estep 
Score: -24600.138672 Penalty: 2763.788330
	Iteration 0F: 3 clusters Score -24600.14 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -24716.759766 Penalty: 2763.788330
	Iteration 1F: 3 clusters Score -24716.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24742.947266 Penalty: 2763.788330
	Iteration 2Q: 3 clusters Score -24742.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -24742.947266 Penalty: 2763.788330
	Iteration 3F: 3 clusters Score -24742.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (9662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Entering Unmasked Estep 
Score: -1068826.875000 Penalty: 2275.636963
	Iteration 0F: 2 clusters Score -1068827 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1061410.000000 Penalty: 4551.273926
	Iteration 0F: 3 clusters Score -1061410 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -1063440.625000 Penalty: 4551.273926
	Iteration 1F: 3 clusters Score -1063441 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1063743.875000 Penalty: 4551.273926
	Iteration 2F: 3 clusters Score -1063744 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1063963.125000 Penalty: 4551.273926
	Iteration 3F: 3 clusters Score -1063963 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1064132.875000 Penalty: 4551.273926
	Iteration 4Q: 3 clusters Score -1064133 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1064258.000000 Penalty: 4551.273926
	Iteration 5Q: 3 clusters Score -1064258 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1064373.500000 Penalty: 4551.273926
	Iteration 6Q: 3 clusters Score -1064374 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1064472.875000 Penalty: 4551.273926
	Iteration 7Q: 3 clusters Score -1064473 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1064557.125000 Penalty: 4551.273926
	Iteration 8Q: 3 clusters Score -1064557 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -1064648.750000 Penalty: 4551.273926
	Iteration 9Q: 3 clusters Score -1064649 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1064742.125000 Penalty: 4551.273926
	Iteration 10Q: 3 clusters Score -1064742 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1064838.625000 Penalty: 4551.273926
	Iteration 11Q: 3 clusters Score -1064839 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1064948.375000 Penalty: 4551.273926
	Iteration 12Q: 3 clusters Score -1064948 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -1065072.375000 Penalty: 4551.273926
	Iteration 13Q: 3 clusters Score -1065072 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -1065204.750000 Penalty: 4551.273926
	Iteration 14Q: 3 clusters Score -1065205 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1065359.250000 Penalty: 4551.273926
	Iteration 15Q: 3 clusters Score -1065359 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -1065515.250000 Penalty: 4551.273926
	Iteration 16Q: 3 clusters Score -1065515 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1065664.625000 Penalty: 4551.273926
	Iteration 17Q: 3 clusters Score -1065665 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1065811.875000 Penalty: 4551.273926
	Iteration 18Q: 3 clusters Score -1065812 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1065938.375000 Penalty: 4551.273926
	Iteration 19Q: 3 clusters Score -1065938 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7859 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1066044.750000 Penalty: 4551.273926
	Iteration 20F: 3 clusters Score -1066045 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1066167.875000 Penalty: 4551.273926
	Iteration 21Q: 3 clusters Score -1066168 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1066260.125000 Penalty: 4551.273926
	Iteration 22Q: 3 clusters Score -1066260 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1066347.875000 Penalty: 4551.273926
	Iteration 23Q: 3 clusters Score -1066348 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1066436.250000 Penalty: 4551.273926
	Iteration 24Q: 3 clusters Score -1066436 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1066495.250000 Penalty: 4551.273926
	Iteration 25Q: 3 clusters Score -1066495 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1066547.125000 Penalty: 4551.273926
	Iteration 26Q: 3 clusters Score -1066547 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8688 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1066593.375000 Penalty: 4551.273926
	Iteration 27Q: 3 clusters Score -1066593 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1066633.375000 Penalty: 4551.273926
	Iteration 28Q: 3 clusters Score -1066633 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1066668.000000 Penalty: 4551.273926
	Iteration 29Q: 3 clusters Score -1066668 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1066696.125000 Penalty: 4551.273926
	Iteration 30Q: 3 clusters Score -1066696 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1066725.375000 Penalty: 4551.273926
	Iteration 31Q: 3 clusters Score -1066725 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1066751.500000 Penalty: 4551.273926
	Iteration 32Q: 3 clusters Score -1066752 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1066772.125000 Penalty: 4551.273926
	Iteration 33Q: 3 clusters Score -1066772 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1066789.000000 Penalty: 4551.273926
	Iteration 34Q: 3 clusters Score -1066789 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1066803.750000 Penalty: 4551.273926
	Iteration 35Q: 3 clusters Score -1066804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1066812.875000 Penalty: 4551.273926
	Iteration 36Q: 3 clusters Score -1066813 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1066816.875000 Penalty: 4551.273926
	Iteration 37Q: 3 clusters Score -1066817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1066825.625000 Penalty: 4551.273926
	Iteration 38Q: 3 clusters Score -1066826 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1066834.375000 Penalty: 4551.273926
	Iteration 39Q: 3 clusters Score -1066834 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1066843.375000 Penalty: 4551.273926
	Iteration 40F: 3 clusters Score -1066843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1066849.250000 Penalty: 4551.273926
	Iteration 41Q: 3 clusters Score -1066849 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -1066859.625000 Penalty: 4551.273926
	Iteration 42Q: 3 clusters Score -1066860 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9089 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1066864.000000 Penalty: 4551.273926
	Iteration 43Q: 3 clusters Score -1066864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -1066870.250000 Penalty: 4551.273926
	Iteration 44Q: 3 clusters Score -1066870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1066876.250000 Penalty: 4551.273926
	Iteration 45Q: 3 clusters Score -1066876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1066881.625000 Penalty: 4551.273926
	Iteration 46Q: 3 clusters Score -1066882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1066881.500000 Penalty: 4551.273926
	Iteration 47Q: 3 clusters Score -1066882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1066881.500000 Penalty: 4551.273926
	Iteration 48Q: 3 clusters Score -1066882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1066882.625000 Penalty: 4551.273926
	Iteration 49Q: 3 clusters Score -1066883 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1066882.625000 Penalty: 4551.273926
	Iteration 50F: 3 clusters Score -1066883 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14048 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14048 members 
Entering Unmasked Estep 
Score: -1676978.500000 Penalty: 2368.458496
	Iteration 0F: 2 clusters Score -1676978 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -1666796.250000 Penalty: 4736.916992
	Iteration 0F: 3 clusters Score -1666796 nChanged 6039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1669927.000000 Penalty: 4736.916992
	Iteration 1F: 3 clusters Score -1669927 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -1670324.500000 Penalty: 4736.916992
	Iteration 2F: 3 clusters Score -1670324 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1670638.125000 Penalty: 4736.916992
	Iteration 3F: 3 clusters Score -1670638 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -1670930.125000 Penalty: 4736.916992
	Iteration 4Q: 3 clusters Score -1670930 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1671193.000000 Penalty: 4736.916992
	Iteration 5Q: 3 clusters Score -1671193 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1671441.000000 Penalty: 4736.916992
	Iteration 6Q: 3 clusters Score -1671441 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 7816 members 
Entering Unmasked Estep 
Score: -1671673.375000 Penalty: 4736.916992
	Iteration 7Q: 3 clusters Score -1671673 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1671878.125000 Penalty: 4736.916992
	Iteration 8Q: 3 clusters Score -1671878 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1672092.250000 Penalty: 4736.916992
	Iteration 9Q: 3 clusters Score -1672092 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1672333.125000 Penalty: 4736.916992
	Iteration 10Q: 3 clusters Score -1672333 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1672595.875000 Penalty: 4736.916992
	Iteration 11Q: 3 clusters Score -1672596 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -1672828.625000 Penalty: 4736.916992
	Iteration 12Q: 3 clusters Score -1672829 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -1673021.000000 Penalty: 4736.916992
	Iteration 13Q: 3 clusters Score -1673021 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 8015 members 
Entering Unmasked Estep 
Score: -1673152.750000 Penalty: 4736.916992
	Iteration 14Q: 3 clusters Score -1673153 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -1673234.250000 Penalty: 4736.916992
	Iteration 15Q: 3 clusters Score -1673234 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1673296.875000 Penalty: 4736.916992
	Iteration 16Q: 3 clusters Score -1673297 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8067 members 
Entering Unmasked Estep 
Score: -1673324.375000 Penalty: 4736.916992
	Iteration 17Q: 3 clusters Score -1673324 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1673352.875000 Penalty: 4736.916992
	Iteration 18Q: 3 clusters Score -1673353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -1673371.750000 Penalty: 4736.916992
	Iteration 19Q: 3 clusters Score -1673372 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1673382.250000 Penalty: 4736.916992
	Iteration 20F: 3 clusters Score -1673382 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 8078 members 
Entering Unmasked Estep 
Score: -1673398.000000 Penalty: 4736.916992
	Iteration 21Q: 3 clusters Score -1673398 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -1673401.875000 Penalty: 4736.916992
	Iteration 22Q: 3 clusters Score -1673402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1673412.250000 Penalty: 4736.916992
	Iteration 23Q: 3 clusters Score -1673412 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1673419.250000 Penalty: 4736.916992
	Iteration 24Q: 3 clusters Score -1673419 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 8056 members 
Entering Unmasked Estep 
Score: -1673420.375000 Penalty: 4736.916992
	Iteration 25Q: 3 clusters Score -1673420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1673425.000000 Penalty: 4736.916992
	Iteration 26Q: 3 clusters Score -1673425 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1673435.500000 Penalty: 4736.916992
	Iteration 27Q: 3 clusters Score -1673436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1673437.000000 Penalty: 4736.916992
	Iteration 28Q: 3 clusters Score -1673437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1673444.250000 Penalty: 4736.916992
	Iteration 29Q: 3 clusters Score -1673444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1673441.500000 Penalty: 4736.916992
	Iteration 30Q: 3 clusters Score -1673442 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1673441.500000 Penalty: 4736.916992
	Iteration 31Q: 3 clusters Score -1673442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1673445.000000 Penalty: 4736.916992
	Iteration 32Q: 3 clusters Score -1673445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1673449.875000 Penalty: 4736.916992
	Iteration 33Q: 3 clusters Score -1673450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -1673450.875000 Penalty: 4736.916992
	Iteration 34Q: 3 clusters Score -1673451 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1673452.000000 Penalty: 4736.916992
	Iteration 35Q: 3 clusters Score -1673452 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1673461.125000 Penalty: 4736.916992
	Iteration 36Q: 3 clusters Score -1673461 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1673465.125000 Penalty: 4736.916992
	Iteration 37Q: 3 clusters Score -1673465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1673468.875000 Penalty: 4736.916992
	Iteration 38Q: 3 clusters Score -1673469 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1673465.375000 Penalty: 4736.916992
	Iteration 39Q: 3 clusters Score -1673465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1673466.625000 Penalty: 4736.916992
	Iteration 40F: 3 clusters Score -1673467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1673469.625000 Penalty: 4736.916992
	Iteration 41Q: 3 clusters Score -1673470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1673471.500000 Penalty: 4736.916992
	Iteration 42Q: 3 clusters Score -1673472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1673471.875000 Penalty: 4736.916992
	Iteration 43Q: 3 clusters Score -1673472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1673470.625000 Penalty: 4736.916992
	Iteration 44Q: 3 clusters Score -1673471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1673469.625000 Penalty: 4736.916992
	Iteration 45Q: 3 clusters Score -1673470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1673471.375000 Penalty: 4736.916992
	Iteration 46Q: 3 clusters Score -1673471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1673474.500000 Penalty: 4736.916992
	Iteration 47Q: 3 clusters Score -1673474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5916 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -1673476.125000 Penalty: 4736.916992
	Iteration 48Q: 3 clusters Score -1673476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1673476.750000 Penalty: 4736.916992
	Iteration 49Q: 3 clusters Score -1673477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1673478.125000 Penalty: 4736.916992
	Iteration 50Q: 3 clusters Score -1673478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1673481.000000 Penalty: 4736.916992
	Iteration 51Q: 3 clusters Score -1673481 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1673481.625000 Penalty: 4736.916992
	Iteration 52Q: 3 clusters Score -1673482 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 8124 members 
Entering Unmasked Estep 
Score: -1673483.125000 Penalty: 4736.916992
	Iteration 53Q: 3 clusters Score -1673483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -1673479.750000 Penalty: 4736.916992
	Iteration 54Q: 3 clusters Score -1673480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1673480.750000 Penalty: 4736.916992
	Iteration 55Q: 3 clusters Score -1673481 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1673485.125000 Penalty: 4736.916992
	Iteration 56Q: 3 clusters Score -1673485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1673485.250000 Penalty: 4736.916992
	Iteration 57Q: 3 clusters Score -1673485 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -1673485.750000 Penalty: 4736.916992
	Iteration 58Q: 3 clusters Score -1673486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1673490.375000 Penalty: 4736.916992
	Iteration 59Q: 3 clusters Score -1673490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1673492.625000 Penalty: 4736.916992
	Iteration 60F: 3 clusters Score -1673493 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -1673494.375000 Penalty: 4736.916992
	Iteration 61Q: 3 clusters Score -1673494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1673500.000000 Penalty: 4736.916992
	Iteration 62Q: 3 clusters Score -1673500 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1673499.875000 Penalty: 4736.916992
	Iteration 63Q: 3 clusters Score -1673500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1673499.750000 Penalty: 4736.916992
	Iteration 64Q: 3 clusters Score -1673500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -1673498.250000 Penalty: 4736.916992
	Iteration 65Q: 3 clusters Score -1673498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1673495.875000 Penalty: 4736.916992
	Iteration 66Q: 3 clusters Score -1673496 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1673501.625000 Penalty: 4736.916992
	Iteration 67Q: 3 clusters Score -1673502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -1673501.000000 Penalty: 4736.916992
	Iteration 68Q: 3 clusters Score -1673501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -1673503.250000 Penalty: 4736.916992
	Iteration 69Q: 3 clusters Score -1673503 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1673502.375000 Penalty: 4736.916992
	Iteration 70Q: 3 clusters Score -1673502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1673503.750000 Penalty: 4736.916992
	Iteration 71Q: 3 clusters Score -1673504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -1673510.250000 Penalty: 4736.916992
	Iteration 72Q: 3 clusters Score -1673510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1673513.000000 Penalty: 4736.916992
	Iteration 73Q: 3 clusters Score -1673513 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1673511.750000 Penalty: 4736.916992
	Iteration 74Q: 3 clusters Score -1673512 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1673514.500000 Penalty: 4736.916992
	Iteration 75Q: 3 clusters Score -1673514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1673514.375000 Penalty: 4736.916992
	Iteration 76Q: 3 clusters Score -1673514 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -1673517.375000 Penalty: 4736.916992
	Iteration 77Q: 3 clusters Score -1673517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -1673516.125000 Penalty: 4736.916992
	Iteration 78Q: 3 clusters Score -1673516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -1673516.500000 Penalty: 4736.916992
	Iteration 79Q: 3 clusters Score -1673516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 8105 members 
Entering Unmasked Estep 
Score: -1673517.625000 Penalty: 4736.916992
	Iteration 80F: 3 clusters Score -1673518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -1673517.125000 Penalty: 4736.916992
	Iteration 81Q: 3 clusters Score -1673517 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1673519.375000 Penalty: 4736.916992
	Iteration 82Q: 3 clusters Score -1673519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1673522.250000 Penalty: 4736.916992
	Iteration 83Q: 3 clusters Score -1673522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1673523.500000 Penalty: 4736.916992
	Iteration 84Q: 3 clusters Score -1673524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1673525.375000 Penalty: 4736.916992
	Iteration 85Q: 3 clusters Score -1673525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1673522.625000 Penalty: 4736.916992
	Iteration 86Q: 3 clusters Score -1673523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1673521.500000 Penalty: 4736.916992
	Iteration 87Q: 3 clusters Score -1673522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1673524.250000 Penalty: 4736.916992
	Iteration 88Q: 3 clusters Score -1673524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1673525.875000 Penalty: 4736.916992
	Iteration 89Q: 3 clusters Score -1673526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -1673528.500000 Penalty: 4736.916992
	Iteration 90Q: 3 clusters Score -1673528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -1673527.500000 Penalty: 4736.916992
	Iteration 91Q: 3 clusters Score -1673528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1673529.500000 Penalty: 4736.916992
	Iteration 92Q: 3 clusters Score -1673530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1673533.500000 Penalty: 4736.916992
	Iteration 93Q: 3 clusters Score -1673534 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1673536.000000 Penalty: 4736.916992
	Iteration 94Q: 3 clusters Score -1673536 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 8083 members 
Entering Unmasked Estep 
Score: -1673535.000000 Penalty: 4736.916992
	Iteration 95Q: 3 clusters Score -1673535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1673533.250000 Penalty: 4736.916992
	Iteration 96Q: 3 clusters Score -1673533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1673533.375000 Penalty: 4736.916992
	Iteration 97Q: 3 clusters Score -1673533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1673533.625000 Penalty: 4736.916992
	Iteration 98Q: 3 clusters Score -1673534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1673533.500000 Penalty: 4736.916992
	Iteration 99Q: 3 clusters Score -1673534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1673534.250000 Penalty: 4736.916992
	Iteration 100F: 3 clusters Score -1673534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1673537.125000 Penalty: 4736.916992
	Iteration 101Q: 3 clusters Score -1673537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1673540.375000 Penalty: 4736.916992
	Iteration 102Q: 3 clusters Score -1673540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 8053 members 
Entering Unmasked Estep 
Score: -1673543.250000 Penalty: 4736.916992
	Iteration 103Q: 3 clusters Score -1673543 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 8049 members 
Entering Unmasked Estep 
Score: -1673544.625000 Penalty: 4736.916992
	Iteration 104Q: 3 clusters Score -1673545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1673544.875000 Penalty: 4736.916992
	Iteration 105Q: 3 clusters Score -1673545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1673547.500000 Penalty: 4736.916992
	Iteration 106Q: 3 clusters Score -1673548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1673548.750000 Penalty: 4736.916992
	Iteration 107Q: 3 clusters Score -1673549 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1673553.375000 Penalty: 4736.916992
	Iteration 108Q: 3 clusters Score -1673553 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1673554.000000 Penalty: 4736.916992
	Iteration 109Q: 3 clusters Score -1673554 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1673554.000000 Penalty: 4736.916992
	Iteration 110Q: 3 clusters Score -1673554 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1673561.000000 Penalty: 4736.916992
	Iteration 111Q: 3 clusters Score -1673561 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1673565.250000 Penalty: 4736.916992
	Iteration 112Q: 3 clusters Score -1673565 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1673569.125000 Penalty: 4736.916992
	Iteration 113Q: 3 clusters Score -1673569 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -1673570.375000 Penalty: 4736.916992
	Iteration 114Q: 3 clusters Score -1673570 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1673576.500000 Penalty: 4736.916992
	Iteration 115Q: 3 clusters Score -1673576 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1673579.750000 Penalty: 4736.916992
	Iteration 116Q: 3 clusters Score -1673580 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1673584.750000 Penalty: 4736.916992
	Iteration 117Q: 3 clusters Score -1673585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 7848 members 
Entering Unmasked Estep 
Score: -1673590.375000 Penalty: 4736.916992
	Iteration 118Q: 3 clusters Score -1673590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1673591.000000 Penalty: 4736.916992
	Iteration 119Q: 3 clusters Score -1673591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1673597.375000 Penalty: 4736.916992
	Iteration 120F: 3 clusters Score -1673597 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 7790 members 
Entering Unmasked Estep 
Score: -1673601.875000 Penalty: 4736.916992
	Iteration 121Q: 3 clusters Score -1673602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1673606.375000 Penalty: 4736.916992
	Iteration 122Q: 3 clusters Score -1673606 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1673611.000000 Penalty: 4736.916992
	Iteration 123Q: 3 clusters Score -1673611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1673612.875000 Penalty: 4736.916992
	Iteration 124Q: 3 clusters Score -1673613 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1673616.000000 Penalty: 4736.916992
	Iteration 125Q: 3 clusters Score -1673616 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1673619.000000 Penalty: 4736.916992
	Iteration 126Q: 3 clusters Score -1673619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -1673622.375000 Penalty: 4736.916992
	Iteration 127Q: 3 clusters Score -1673622 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1673623.875000 Penalty: 4736.916992
	Iteration 128Q: 3 clusters Score -1673624 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1673628.125000 Penalty: 4736.916992
	Iteration 129Q: 3 clusters Score -1673628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1673631.000000 Penalty: 4736.916992
	Iteration 130Q: 3 clusters Score -1673631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1673630.250000 Penalty: 4736.916992
	Iteration 131Q: 3 clusters Score -1673630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1673631.000000 Penalty: 4736.916992
	Iteration 132Q: 3 clusters Score -1673631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1673631.750000 Penalty: 4736.916992
	Iteration 133Q: 3 clusters Score -1673632 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1673630.625000 Penalty: 4736.916992
	Iteration 134Q: 3 clusters Score -1673631 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1673630.625000 Penalty: 4736.916992
	Iteration 135F: 3 clusters Score -1673631 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -60330.128906 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -60330.13 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 295 members 
Entering Unmasked Estep 
Score: -58749.945312 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -58749.95 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -58927.324219 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -58927.32 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -58981.078125 Penalty: 3147.435547
	Iteration 2Q: 3 clusters Score -58981.08 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -59004.472656 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -59004.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -59018.894531 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -59018.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -59029.863281 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -59029.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59033.628906 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -59033.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -59033.628906 Penalty: 3147.435547
	Iteration 7F: 3 clusters Score -59033.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Entering Unmasked Estep 
Score: -1530950.625000 Penalty: 2345.869629
	Iteration 0F: 2 clusters Score -1530951 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1521428.125000 Penalty: 4691.739258
	Iteration 0F: 3 clusters Score -1521428 nChanged 5435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1524482.500000 Penalty: 4691.739258
	Iteration 1F: 3 clusters Score -1524482 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1524896.625000 Penalty: 4691.739258
	Iteration 2F: 3 clusters Score -1524897 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -1525252.750000 Penalty: 4691.739258
	Iteration 3F: 3 clusters Score -1525253 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1525553.625000 Penalty: 4691.739258
	Iteration 4Q: 3 clusters Score -1525554 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1525833.500000 Penalty: 4691.739258
	Iteration 5Q: 3 clusters Score -1525834 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1526131.625000 Penalty: 4691.739258
	Iteration 6Q: 3 clusters Score -1526132 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1526412.625000 Penalty: 4691.739258
	Iteration 7Q: 3 clusters Score -1526413 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1526673.125000 Penalty: 4691.739258
	Iteration 8Q: 3 clusters Score -1526673 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -1526957.875000 Penalty: 4691.739258
	Iteration 9Q: 3 clusters Score -1526958 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1527239.875000 Penalty: 4691.739258
	Iteration 10Q: 3 clusters Score -1527240 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1527478.125000 Penalty: 4691.739258
	Iteration 11Q: 3 clusters Score -1527478 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -1527675.375000 Penalty: 4691.739258
	Iteration 12Q: 3 clusters Score -1527675 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1527831.250000 Penalty: 4691.739258
	Iteration 13Q: 3 clusters Score -1527831 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1527943.125000 Penalty: 4691.739258
	Iteration 14Q: 3 clusters Score -1527943 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1528025.250000 Penalty: 4691.739258
	Iteration 15Q: 3 clusters Score -1528025 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1528102.500000 Penalty: 4691.739258
	Iteration 16Q: 3 clusters Score -1528102 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1528161.375000 Penalty: 4691.739258
	Iteration 17Q: 3 clusters Score -1528161 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1528224.375000 Penalty: 4691.739258
	Iteration 18Q: 3 clusters Score -1528224 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -1528293.250000 Penalty: 4691.739258
	Iteration 19Q: 3 clusters Score -1528293 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -1528363.125000 Penalty: 4691.739258
	Iteration 20F: 3 clusters Score -1528363 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1528424.375000 Penalty: 4691.739258
	Iteration 21Q: 3 clusters Score -1528424 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -1528485.250000 Penalty: 4691.739258
	Iteration 22Q: 3 clusters Score -1528485 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -1528532.500000 Penalty: 4691.739258
	Iteration 23Q: 3 clusters Score -1528532 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1528580.875000 Penalty: 4691.739258
	Iteration 24Q: 3 clusters Score -1528581 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1528623.000000 Penalty: 4691.739258
	Iteration 25Q: 3 clusters Score -1528623 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10062 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -1528666.750000 Penalty: 4691.739258
	Iteration 26Q: 3 clusters Score -1528667 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1528705.125000 Penalty: 4691.739258
	Iteration 27Q: 3 clusters Score -1528705 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1528748.125000 Penalty: 4691.739258
	Iteration 28Q: 3 clusters Score -1528748 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1528770.000000 Penalty: 4691.739258
	Iteration 29Q: 3 clusters Score -1528770 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1528795.500000 Penalty: 4691.739258
	Iteration 30Q: 3 clusters Score -1528796 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1528825.875000 Penalty: 4691.739258
	Iteration 31Q: 3 clusters Score -1528826 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1528842.625000 Penalty: 4691.739258
	Iteration 32Q: 3 clusters Score -1528843 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1528859.750000 Penalty: 4691.739258
	Iteration 33Q: 3 clusters Score -1528860 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -1528877.000000 Penalty: 4691.739258
	Iteration 34Q: 3 clusters Score -1528877 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1528890.750000 Penalty: 4691.739258
	Iteration 35Q: 3 clusters Score -1528891 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1528901.000000 Penalty: 4691.739258
	Iteration 36Q: 3 clusters Score -1528901 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1528911.250000 Penalty: 4691.739258
	Iteration 37Q: 3 clusters Score -1528911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1528920.375000 Penalty: 4691.739258
	Iteration 38Q: 3 clusters Score -1528920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1528931.625000 Penalty: 4691.739258
	Iteration 39Q: 3 clusters Score -1528932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -1528939.375000 Penalty: 4691.739258
	Iteration 40F: 3 clusters Score -1528939 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1528951.125000 Penalty: 4691.739258
	Iteration 41Q: 3 clusters Score -1528951 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1528963.125000 Penalty: 4691.739258
	Iteration 42Q: 3 clusters Score -1528963 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -1528972.750000 Penalty: 4691.739258
	Iteration 43Q: 3 clusters Score -1528973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10946 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1528978.750000 Penalty: 4691.739258
	Iteration 44Q: 3 clusters Score -1528979 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1528977.875000 Penalty: 4691.739258
	Iteration 45Q: 3 clusters Score -1528978 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1528981.250000 Penalty: 4691.739258
	Iteration 46Q: 3 clusters Score -1528981 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -1528981.125000 Penalty: 4691.739258
	Iteration 47Q: 3 clusters Score -1528981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1528981.375000 Penalty: 4691.739258
	Iteration 48Q: 3 clusters Score -1528981 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1528980.375000 Penalty: 4691.739258
	Iteration 49Q: 3 clusters Score -1528980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10985 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1528980.875000 Penalty: 4691.739258
	Iteration 50Q: 3 clusters Score -1528981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1528981.125000 Penalty: 4691.739258
	Iteration 51Q: 3 clusters Score -1528981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1528981.125000 Penalty: 4691.739258
	Iteration 52F: 3 clusters Score -1528981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Entering Unmasked Estep 
Score: -138468.703125 Penalty: 1857.374268
	Iteration 0F: 2 clusters Score -138468.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -136016.656250 Penalty: 3714.748535
	Iteration 0F: 3 clusters Score -136016.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -136571.890625 Penalty: 3714.748535
	Iteration 1F: 3 clusters Score -136571.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -136728.078125 Penalty: 3714.748535
	Iteration 2F: 3 clusters Score -136728.1 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -136850.078125 Penalty: 3714.748535
	Iteration 3F: 3 clusters Score -136850.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -136943.140625 Penalty: 3714.748535
	Iteration 4Q: 3 clusters Score -136943.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -137039.406250 Penalty: 3714.748535
	Iteration 5Q: 3 clusters Score -137039.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -137108.375000 Penalty: 3714.748535
	Iteration 6Q: 3 clusters Score -137108.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -137152.531250 Penalty: 3714.748535
	Iteration 7Q: 3 clusters Score -137152.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -137193.359375 Penalty: 3714.748535
	Iteration 8Q: 3 clusters Score -137193.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -137227.937500 Penalty: 3714.748535
	Iteration 9Q: 3 clusters Score -137227.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -137272.343750 Penalty: 3714.748535
	Iteration 10Q: 3 clusters Score -137272.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -137307.406250 Penalty: 3714.748535
	Iteration 11Q: 3 clusters Score -137307.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -137341.671875 Penalty: 3714.748535
	Iteration 12Q: 3 clusters Score -137341.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -137363.937500 Penalty: 3714.748535
	Iteration 13Q: 3 clusters Score -137363.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -137375.781250 Penalty: 3714.748535
	Iteration 14Q: 3 clusters Score -137375.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -137393.000000 Penalty: 3714.748535
	Iteration 15Q: 3 clusters Score -137393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -137408.468750 Penalty: 3714.748535
	Iteration 16Q: 3 clusters Score -137408.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -137429.953125 Penalty: 3714.748535
	Iteration 17Q: 3 clusters Score -137430 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -137453.078125 Penalty: 3714.748535
	Iteration 18Q: 3 clusters Score -137453.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -137472.671875 Penalty: 3714.748535
	Iteration 19Q: 3 clusters Score -137472.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -137486.828125 Penalty: 3714.748535
	Iteration 20F: 3 clusters Score -137486.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -137501.406250 Penalty: 3714.748535
	Iteration 21Q: 3 clusters Score -137501.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -137523.312500 Penalty: 3714.748535
	Iteration 22Q: 3 clusters Score -137523.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -137543.500000 Penalty: 3714.748535
	Iteration 23Q: 3 clusters Score -137543.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -137565.296875 Penalty: 3714.748535
	Iteration 24Q: 3 clusters Score -137565.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -137589.203125 Penalty: 3714.748535
	Iteration 25Q: 3 clusters Score -137589.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -137607.375000 Penalty: 3714.748535
	Iteration 26Q: 3 clusters Score -137607.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -137629.546875 Penalty: 3714.748535
	Iteration 27Q: 3 clusters Score -137629.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -137637.593750 Penalty: 3714.748535
	Iteration 28Q: 3 clusters Score -137637.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -137639.156250 Penalty: 3714.748535
	Iteration 29Q: 3 clusters Score -137639.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -137642.062500 Penalty: 3714.748535
	Iteration 30Q: 3 clusters Score -137642.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -137646.875000 Penalty: 3714.748535
	Iteration 31Q: 3 clusters Score -137646.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -137652.609375 Penalty: 3714.748535
	Iteration 32Q: 3 clusters Score -137652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -137655.078125 Penalty: 3714.748535
	Iteration 33Q: 3 clusters Score -137655.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -137658.109375 Penalty: 3714.748535
	Iteration 34Q: 3 clusters Score -137658.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -137660.125000 Penalty: 3714.748535
	Iteration 35Q: 3 clusters Score -137660.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -137662.546875 Penalty: 3714.748535
	Iteration 36Q: 3 clusters Score -137662.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -137665.015625 Penalty: 3714.748535
	Iteration 37Q: 3 clusters Score -137665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -137670.312500 Penalty: 3714.748535
	Iteration 38Q: 3 clusters Score -137670.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -137675.296875 Penalty: 3714.748535
	Iteration 39Q: 3 clusters Score -137675.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -137676.718750 Penalty: 3714.748535
	Iteration 40F: 3 clusters Score -137676.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -137677.359375 Penalty: 3714.748535
	Iteration 41Q: 3 clusters Score -137677.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -137678.156250 Penalty: 3714.748535
	Iteration 42Q: 3 clusters Score -137678.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -137678.156250 Penalty: 3714.748535
	Iteration 43F: 3 clusters Score -137678.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (299001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299001 members 
Entering Unmasked Estep 
Score: -35132120.000000 Penalty: 3126.833984
	Iteration 0F: 2 clusters Score -3.513212e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149364 members 
Mstep: Class 2 contains 149637 members 
Entering Unmasked Estep 
Score: -34937960.000000 Penalty: 6253.667969
	Iteration 0F: 3 clusters Score -3.493796e+07 nChanged 144952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145370 members 
Mstep: Class 2 contains 153631 members 
Entering Unmasked Estep 
Score: -35024292.000000 Penalty: 6253.667969
	Iteration 1F: 3 clusters Score -3.502429e+07 nChanged 7799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143295 members 
Mstep: Class 2 contains 155706 members 
Entering Unmasked Estep 
Score: -35026088.000000 Penalty: 6253.667969
	Iteration 2Q: 3 clusters Score -3.502609e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140296 members 
Mstep: Class 2 contains 158705 members 
Entering Unmasked Estep 
Score: -35028264.000000 Penalty: 6253.667969
	Iteration 3Q: 3 clusters Score -3.502826e+07 nChanged 10055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136025 members 
Mstep: Class 2 contains 162976 members 
Entering Unmasked Estep 
Score: -35032088.000000 Penalty: 6253.667969
	Iteration 4Q: 3 clusters Score -3.503209e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130521 members 
Mstep: Class 2 contains 168480 members 
Entering Unmasked Estep 
Score: -35038232.000000 Penalty: 6253.667969
	Iteration 5Q: 3 clusters Score -3.503823e+07 nChanged 15062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124407 members 
Mstep: Class 2 contains 174594 members 
Entering Unmasked Estep 
Score: -35048084.000000 Penalty: 6253.667969
	Iteration 6F: 3 clusters Score -3.504808e+07 nChanged 18386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119337 members 
Mstep: Class 2 contains 179664 members 
Entering Unmasked Estep 
Score: -35062928.000000 Penalty: 6253.667969
	Iteration 7F: 3 clusters Score -3.506293e+07 nChanged 21378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117259 members 
Mstep: Class 2 contains 181742 members 
Entering Unmasked Estep 
Score: -35080320.000000 Penalty: 6253.667969
	Iteration 8F: 3 clusters Score -3.508032e+07 nChanged 20364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118467 members 
Mstep: Class 2 contains 180534 members 
Entering Unmasked Estep 
Score: -35093988.000000 Penalty: 6253.667969
	Iteration 9F: 3 clusters Score -3.509399e+07 nChanged 14141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120502 members 
Mstep: Class 2 contains 178499 members 
Entering Unmasked Estep 
Score: -35099176.000000 Penalty: 6253.667969
	Iteration 10Q: 3 clusters Score -3.509918e+07 nChanged 7689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122303 members 
Mstep: Class 2 contains 176698 members 
Entering Unmasked Estep 
Score: -35100700.000000 Penalty: 6253.667969
	Iteration 11Q: 3 clusters Score -3.51007e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124190 members 
Mstep: Class 2 contains 174811 members 
Entering Unmasked Estep 
Score: -35101720.000000 Penalty: 6253.667969
	Iteration 12Q: 3 clusters Score -3.510172e+07 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126224 members 
Mstep: Class 2 contains 172777 members 
Entering Unmasked Estep 
Score: -35102616.000000 Penalty: 6253.667969
	Iteration 13Q: 3 clusters Score -3.510262e+07 nChanged 3763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128329 members 
Mstep: Class 2 contains 170672 members 
Entering Unmasked Estep 
Score: -35103424.000000 Penalty: 6253.667969
	Iteration 14Q: 3 clusters Score -3.510342e+07 nChanged 3904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130601 members 
Mstep: Class 2 contains 168400 members 
Entering Unmasked Estep 
Score: -35104288.000000 Penalty: 6253.667969
	Iteration 15Q: 3 clusters Score -3.510429e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133118 members 
Mstep: Class 2 contains 165883 members 
Entering Unmasked Estep 
Score: -35105312.000000 Penalty: 6253.667969
	Iteration 16Q: 3 clusters Score -3.510531e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 163133 members 
Entering Unmasked Estep 
Score: -35106416.000000 Penalty: 6253.667969
	Iteration 17Q: 3 clusters Score -3.510642e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138777 members 
Mstep: Class 2 contains 160224 members 
Entering Unmasked Estep 
Score: -35107904.000000 Penalty: 6253.667969
	Iteration 18Q: 3 clusters Score -3.51079e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 157202 members 
Entering Unmasked Estep 
Score: -35109368.000000 Penalty: 6253.667969
	Iteration 19Q: 3 clusters Score -3.510937e+07 nChanged 4223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144878 members 
Mstep: Class 2 contains 154123 members 
Entering Unmasked Estep 
Score: -35110760.000000 Penalty: 6253.667969
	Iteration 20F: 3 clusters Score -3.511076e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147962 members 
Mstep: Class 2 contains 151039 members 
Entering Unmasked Estep 
Score: -35111952.000000 Penalty: 6253.667969
	Iteration 21Q: 3 clusters Score -3.511195e+07 nChanged 3995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151009 members 
Mstep: Class 2 contains 147992 members 
Entering Unmasked Estep 
Score: -35113288.000000 Penalty: 6253.667969
	Iteration 22Q: 3 clusters Score -3.511329e+07 nChanged 3907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154138 members 
Mstep: Class 2 contains 144863 members 
Entering Unmasked Estep 
Score: -35114508.000000 Penalty: 6253.667969
	Iteration 23Q: 3 clusters Score -3.511451e+07 nChanged 3964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157614 members 
Mstep: Class 2 contains 141387 members 
Entering Unmasked Estep 
Score: -35115512.000000 Penalty: 6253.667969
	Iteration 24Q: 3 clusters Score -3.511551e+07 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161468 members 
Mstep: Class 2 contains 137533 members 
Entering Unmasked Estep 
Score: -35116752.000000 Penalty: 6253.667969
	Iteration 25Q: 3 clusters Score -3.511675e+07 nChanged 4196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165450 members 
Mstep: Class 2 contains 133551 members 
Entering Unmasked Estep 
Score: -35117896.000000 Penalty: 6253.667969
	Iteration 26Q: 3 clusters Score -3.51179e+07 nChanged 4270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169616 members 
Mstep: Class 2 contains 129385 members 
Entering Unmasked Estep 
Score: -35118832.000000 Penalty: 6253.667969
	Iteration 27Q: 3 clusters Score -3.511883e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173976 members 
Mstep: Class 2 contains 125025 members 
Entering Unmasked Estep 
Score: -35119880.000000 Penalty: 6253.667969
	Iteration 28Q: 3 clusters Score -3.511988e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178486 members 
Mstep: Class 2 contains 120515 members 
Entering Unmasked Estep 
Score: -35120756.000000 Penalty: 6253.667969
	Iteration 29Q: 3 clusters Score -3.512076e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183106 members 
Mstep: Class 2 contains 115895 members 
Entering Unmasked Estep 
Score: -35121596.000000 Penalty: 6253.667969
	Iteration 30Q: 3 clusters Score -3.51216e+07 nChanged 4702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187798 members 
Mstep: Class 2 contains 111203 members 
Entering Unmasked Estep 
Score: -35122416.000000 Penalty: 6253.667969
	Iteration 31Q: 3 clusters Score -3.512242e+07 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192628 members 
Mstep: Class 2 contains 106373 members 
Entering Unmasked Estep 
Score: -35123344.000000 Penalty: 6253.667969
	Iteration 32Q: 3 clusters Score -3.512334e+07 nChanged 4718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197344 members 
Mstep: Class 2 contains 101657 members 
Entering Unmasked Estep 
Score: -35124016.000000 Penalty: 6253.667969
	Iteration 33Q: 3 clusters Score -3.512402e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201643 members 
Mstep: Class 2 contains 97358 members 
Entering Unmasked Estep 
Score: -35124804.000000 Penalty: 6253.667969
	Iteration 34Q: 3 clusters Score -3.51248e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205852 members 
Mstep: Class 2 contains 93149 members 
Entering Unmasked Estep 
Score: -35125376.000000 Penalty: 6253.667969
	Iteration 35Q: 3 clusters Score -3.512538e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209743 members 
Mstep: Class 2 contains 89258 members 
Entering Unmasked Estep 
Score: -35125864.000000 Penalty: 6253.667969
	Iteration 36Q: 3 clusters Score -3.512586e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213434 members 
Mstep: Class 2 contains 85567 members 
Entering Unmasked Estep 
Score: -35126160.000000 Penalty: 6253.667969
	Iteration 37Q: 3 clusters Score -3.512616e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216860 members 
Mstep: Class 2 contains 82141 members 
Entering Unmasked Estep 
Score: -35126528.000000 Penalty: 6253.667969
	Iteration 38Q: 3 clusters Score -3.512653e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219998 members 
Mstep: Class 2 contains 79003 members 
Entering Unmasked Estep 
Score: -35126932.000000 Penalty: 6253.667969
	Iteration 39Q: 3 clusters Score -3.512693e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222849 members 
Mstep: Class 2 contains 76152 members 
Entering Unmasked Estep 
Score: -35127944.000000 Penalty: 6253.667969
	Iteration 40F: 3 clusters Score -3.512794e+07 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226762 members 
Mstep: Class 2 contains 72239 members 
Entering Unmasked Estep 
Score: -35128708.000000 Penalty: 6253.667969
	Iteration 41Q: 3 clusters Score -3.512871e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230409 members 
Mstep: Class 2 contains 68592 members 
Entering Unmasked Estep 
Score: -35129152.000000 Penalty: 6253.667969
	Iteration 42Q: 3 clusters Score -3.512915e+07 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233809 members 
Mstep: Class 2 contains 65192 members 
Entering Unmasked Estep 
Score: -35129568.000000 Penalty: 6253.667969
	Iteration 43Q: 3 clusters Score -3.512957e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236959 members 
Mstep: Class 2 contains 62042 members 
Entering Unmasked Estep 
Score: -35129864.000000 Penalty: 6253.667969
	Iteration 44Q: 3 clusters Score -3.512986e+07 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239880 members 
Mstep: Class 2 contains 59121 members 
Entering Unmasked Estep 
Score: -35130112.000000 Penalty: 6253.667969
	Iteration 45Q: 3 clusters Score -3.513011e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242615 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -35130324.000000 Penalty: 6253.667969
	Iteration 46Q: 3 clusters Score -3.513032e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245205 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -35130464.000000 Penalty: 6253.667969
	Iteration 47Q: 3 clusters Score -3.513046e+07 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247622 members 
Mstep: Class 2 contains 51379 members 
Entering Unmasked Estep 
Score: -35130760.000000 Penalty: 6253.667969
	Iteration 48Q: 3 clusters Score -3.513076e+07 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249887 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -35130968.000000 Penalty: 6253.667969
	Iteration 49Q: 3 clusters Score -3.513097e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252010 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -35131028.000000 Penalty: 6253.667969
	Iteration 50Q: 3 clusters Score -3.513103e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254073 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -35131448.000000 Penalty: 6253.667969
	Iteration 51Q: 3 clusters Score -3.513145e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256031 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -35131580.000000 Penalty: 6253.667969
	Iteration 52Q: 3 clusters Score -3.513158e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257898 members 
Mstep: Class 2 contains 41103 members 
Entering Unmasked Estep 
Score: -35131580.000000 Penalty: 6253.667969
	Iteration 53Q: 3 clusters Score -3.513158e+07 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259618 members 
Mstep: Class 2 contains 39383 members 
Entering Unmasked Estep 
Score: -35131604.000000 Penalty: 6253.667969
	Iteration 54Q: 3 clusters Score -3.51316e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261240 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -35131800.000000 Penalty: 6253.667969
	Iteration 55Q: 3 clusters Score -3.51318e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262757 members 
Mstep: Class 2 contains 36244 members 
Entering Unmasked Estep 
Score: -35131816.000000 Penalty: 6253.667969
	Iteration 56Q: 3 clusters Score -3.513182e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264152 members 
Mstep: Class 2 contains 34849 members 
Entering Unmasked Estep 
Score: -35131812.000000 Penalty: 6253.667969
	Iteration 57Q: 3 clusters Score -3.513181e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265496 members 
Mstep: Class 2 contains 33505 members 
Entering Unmasked Estep 
Score: -35131872.000000 Penalty: 6253.667969
	Iteration 58Q: 3 clusters Score -3.513187e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266759 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -35131800.000000 Penalty: 6253.667969
	Iteration 59Q: 3 clusters Score -3.51318e+07 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267931 members 
Mstep: Class 2 contains 31070 members 
Entering Unmasked Estep 
Score: -35131792.000000 Penalty: 6253.667969
	Iteration 60F: 3 clusters Score -3.513179e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268999 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -35131652.000000 Penalty: 6253.667969
	Iteration 61Q: 3 clusters Score -3.513165e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269991 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -35131656.000000 Penalty: 6253.667969
	Iteration 62Q: 3 clusters Score -3.513166e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270914 members 
Mstep: Class 2 contains 28087 members 
Entering Unmasked Estep 
Score: -35131612.000000 Penalty: 6253.667969
	Iteration 63Q: 3 clusters Score -3.513161e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271747 members 
Mstep: Class 2 contains 27254 members 
Entering Unmasked Estep 
Score: -35131632.000000 Penalty: 6253.667969
	Iteration 64Q: 3 clusters Score -3.513163e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272530 members 
Mstep: Class 2 contains 26471 members 
Entering Unmasked Estep 
Score: -35131628.000000 Penalty: 6253.667969
	Iteration 65Q: 3 clusters Score -3.513163e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273306 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -35131548.000000 Penalty: 6253.667969
	Iteration 66Q: 3 clusters Score -3.513155e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274040 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -35131496.000000 Penalty: 6253.667969
	Iteration 67Q: 3 clusters Score -3.51315e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274737 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -35131524.000000 Penalty: 6253.667969
	Iteration 68Q: 3 clusters Score -3.513152e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275406 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -35131512.000000 Penalty: 6253.667969
	Iteration 69Q: 3 clusters Score -3.513151e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276074 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -35131460.000000 Penalty: 6253.667969
	Iteration 70Q: 3 clusters Score -3.513146e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276726 members 
Mstep: Class 2 contains 22275 members 
Entering Unmasked Estep 
Score: -35131388.000000 Penalty: 6253.667969
	Iteration 71Q: 3 clusters Score -3.513139e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277365 members 
Mstep: Class 2 contains 21636 members 
Entering Unmasked Estep 
Score: -35131372.000000 Penalty: 6253.667969
	Iteration 72Q: 3 clusters Score -3.513137e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277982 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -35131296.000000 Penalty: 6253.667969
	Iteration 73Q: 3 clusters Score -3.51313e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278588 members 
Mstep: Class 2 contains 20413 members 
Entering Unmasked Estep 
Score: -35131308.000000 Penalty: 6253.667969
	Iteration 74Q: 3 clusters Score -3.513131e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279169 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -35131404.000000 Penalty: 6253.667969
	Iteration 75Q: 3 clusters Score -3.51314e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279732 members 
Mstep: Class 2 contains 19269 members 
Entering Unmasked Estep 
Score: -35131476.000000 Penalty: 6253.667969
	Iteration 76Q: 3 clusters Score -3.513148e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280263 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -35131492.000000 Penalty: 6253.667969
	Iteration 77Q: 3 clusters Score -3.513149e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280784 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -35131500.000000 Penalty: 6253.667969
	Iteration 78Q: 3 clusters Score -3.51315e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281259 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -35131476.000000 Penalty: 6253.667969
	Iteration 79Q: 3 clusters Score -3.513148e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281701 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -35131500.000000 Penalty: 6253.667969
	Iteration 80F: 3 clusters Score -3.51315e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282104 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -35131444.000000 Penalty: 6253.667969
	Iteration 81Q: 3 clusters Score -3.513144e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282496 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -35131444.000000 Penalty: 6253.667969
	Iteration 82Q: 3 clusters Score -3.513144e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282877 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -35131400.000000 Penalty: 6253.667969
	Iteration 83Q: 3 clusters Score -3.51314e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283239 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -35131288.000000 Penalty: 6253.667969
	Iteration 84Q: 3 clusters Score -3.513129e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283562 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -35131260.000000 Penalty: 6253.667969
	Iteration 85Q: 3 clusters Score -3.513126e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283863 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -35131240.000000 Penalty: 6253.667969
	Iteration 86Q: 3 clusters Score -3.513124e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284112 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -35131292.000000 Penalty: 6253.667969
	Iteration 87Q: 3 clusters Score -3.513129e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284358 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -35131264.000000 Penalty: 6253.667969
	Iteration 88Q: 3 clusters Score -3.513126e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284583 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -35131260.000000 Penalty: 6253.667969
	Iteration 89Q: 3 clusters Score -3.513126e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284796 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -35131232.000000 Penalty: 6253.667969
	Iteration 90Q: 3 clusters Score -3.513123e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285014 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -35131292.000000 Penalty: 6253.667969
	Iteration 91Q: 3 clusters Score -3.513129e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285209 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -35131284.000000 Penalty: 6253.667969
	Iteration 92Q: 3 clusters Score -3.513128e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285402 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -35131232.000000 Penalty: 6253.667969
	Iteration 93Q: 3 clusters Score -3.513123e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285603 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -35131184.000000 Penalty: 6253.667969
	Iteration 94Q: 3 clusters Score -3.513118e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285785 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -35131212.000000 Penalty: 6253.667969
	Iteration 95Q: 3 clusters Score -3.513121e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285958 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -35131200.000000 Penalty: 6253.667969
	Iteration 96Q: 3 clusters Score -3.51312e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286129 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -35131236.000000 Penalty: 6253.667969
	Iteration 97Q: 3 clusters Score -3.513124e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286302 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -35131180.000000 Penalty: 6253.667969
	Iteration 98Q: 3 clusters Score -3.513118e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286471 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -35131144.000000 Penalty: 6253.667969
	Iteration 99Q: 3 clusters Score -3.513114e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286613 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -35131116.000000 Penalty: 6253.667969
	Iteration 100F: 3 clusters Score -3.513112e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286750 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -35131096.000000 Penalty: 6253.667969
	Iteration 101Q: 3 clusters Score -3.51311e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286884 members 
Mstep: Class 2 contains 12117 members 
Entering Unmasked Estep 
Score: -35131076.000000 Penalty: 6253.667969
	Iteration 102Q: 3 clusters Score -3.513108e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287045 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -35131092.000000 Penalty: 6253.667969
	Iteration 103Q: 3 clusters Score -3.513109e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287174 members 
Mstep: Class 2 contains 11827 members 
Entering Unmasked Estep 
Score: -35131104.000000 Penalty: 6253.667969
	Iteration 104Q: 3 clusters Score -3.51311e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287298 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -35131120.000000 Penalty: 6253.667969
	Iteration 105Q: 3 clusters Score -3.513112e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287426 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -35131148.000000 Penalty: 6253.667969
	Iteration 106Q: 3 clusters Score -3.513115e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287537 members 
Mstep: Class 2 contains 11464 members 
Entering Unmasked Estep 
Score: -35131132.000000 Penalty: 6253.667969
	Iteration 107Q: 3 clusters Score -3.513113e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287640 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -35131128.000000 Penalty: 6253.667969
	Iteration 108Q: 3 clusters Score -3.513113e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287736 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -35131116.000000 Penalty: 6253.667969
	Iteration 109Q: 3 clusters Score -3.513112e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287828 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -35131112.000000 Penalty: 6253.667969
	Iteration 110Q: 3 clusters Score -3.513111e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287901 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -35131084.000000 Penalty: 6253.667969
	Iteration 111Q: 3 clusters Score -3.513108e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287977 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -35131096.000000 Penalty: 6253.667969
	Iteration 112Q: 3 clusters Score -3.51311e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288070 members 
Mstep: Class 2 contains 10931 members 
Entering Unmasked Estep 
Score: -35131072.000000 Penalty: 6253.667969
	Iteration 113Q: 3 clusters Score -3.513107e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288160 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -35131076.000000 Penalty: 6253.667969
	Iteration 114Q: 3 clusters Score -3.513108e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288239 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -35131104.000000 Penalty: 6253.667969
	Iteration 115Q: 3 clusters Score -3.51311e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288317 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -35131112.000000 Penalty: 6253.667969
	Iteration 116Q: 3 clusters Score -3.513111e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288411 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -35131100.000000 Penalty: 6253.667969
	Iteration 117Q: 3 clusters Score -3.51311e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288501 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -35131116.000000 Penalty: 6253.667969
	Iteration 118Q: 3 clusters Score -3.513112e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288595 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -35131024.000000 Penalty: 6253.667969
	Iteration 119Q: 3 clusters Score -3.513102e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288694 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -35131008.000000 Penalty: 6253.667969
	Iteration 120F: 3 clusters Score -3.513101e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288785 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -35131008.000000 Penalty: 6253.667969
	Iteration 121Q: 3 clusters Score -3.513101e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288878 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -35130996.000000 Penalty: 6253.667969
	Iteration 122Q: 3 clusters Score -3.5131e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288965 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -35131048.000000 Penalty: 6253.667969
	Iteration 123Q: 3 clusters Score -3.513105e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289039 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -35131076.000000 Penalty: 6253.667969
	Iteration 124Q: 3 clusters Score -3.513108e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289108 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -35131064.000000 Penalty: 6253.667969
	Iteration 125Q: 3 clusters Score -3.513106e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289185 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -35131064.000000 Penalty: 6253.667969
	Iteration 126Q: 3 clusters Score -3.513106e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289250 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -35131016.000000 Penalty: 6253.667969
	Iteration 127Q: 3 clusters Score -3.513102e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289306 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -35130972.000000 Penalty: 6253.667969
	Iteration 128Q: 3 clusters Score -3.513097e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289360 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -35130968.000000 Penalty: 6253.667969
	Iteration 129Q: 3 clusters Score -3.513097e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289407 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -35130972.000000 Penalty: 6253.667969
	Iteration 130Q: 3 clusters Score -3.513097e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289441 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -35130972.000000 Penalty: 6253.667969
	Iteration 131Q: 3 clusters Score -3.513097e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289471 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -35130928.000000 Penalty: 6253.667969
	Iteration 132Q: 3 clusters Score -3.513093e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289505 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -35130940.000000 Penalty: 6253.667969
	Iteration 133Q: 3 clusters Score -3.513094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289535 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -35130960.000000 Penalty: 6253.667969
	Iteration 134Q: 3 clusters Score -3.513096e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289570 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -35130968.000000 Penalty: 6253.667969
	Iteration 135Q: 3 clusters Score -3.513097e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289602 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -35130944.000000 Penalty: 6253.667969
	Iteration 136Q: 3 clusters Score -3.513094e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289639 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -35130972.000000 Penalty: 6253.667969
	Iteration 137Q: 3 clusters Score -3.513097e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289672 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -35130968.000000 Penalty: 6253.667969
	Iteration 138Q: 3 clusters Score -3.513097e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289706 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -35130956.000000 Penalty: 6253.667969
	Iteration 139Q: 3 clusters Score -3.513096e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289748 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -35130988.000000 Penalty: 6253.667969
	Iteration 140F: 3 clusters Score -3.513099e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289803 members 
Mstep: Class 2 contains 9198 members 
Entering Unmasked Estep 
Score: -35130960.000000 Penalty: 6253.667969
	Iteration 141Q: 3 clusters Score -3.513096e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289852 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -35130996.000000 Penalty: 6253.667969
	Iteration 142Q: 3 clusters Score -3.5131e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289895 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -35130964.000000 Penalty: 6253.667969
	Iteration 143Q: 3 clusters Score -3.513096e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289937 members 
Mstep: Class 2 contains 9064 members 
Entering Unmasked Estep 
Score: -35130968.000000 Penalty: 6253.667969
	Iteration 144Q: 3 clusters Score -3.513097e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289988 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -35130964.000000 Penalty: 6253.667969
	Iteration 145Q: 3 clusters Score -3.513096e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290026 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -35130948.000000 Penalty: 6253.667969
	Iteration 146Q: 3 clusters Score -3.513095e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290059 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -35130936.000000 Penalty: 6253.667969
	Iteration 147Q: 3 clusters Score -3.513094e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290089 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -35130924.000000 Penalty: 6253.667969
	Iteration 148Q: 3 clusters Score -3.513092e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290119 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -35130916.000000 Penalty: 6253.667969
	Iteration 149Q: 3 clusters Score -3.513092e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290148 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -35130896.000000 Penalty: 6253.667969
	Iteration 150Q: 3 clusters Score -3.51309e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290182 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -35130892.000000 Penalty: 6253.667969
	Iteration 151Q: 3 clusters Score -3.513089e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290223 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -35130924.000000 Penalty: 6253.667969
	Iteration 152Q: 3 clusters Score -3.513092e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290266 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -35130940.000000 Penalty: 6253.667969
	Iteration 153Q: 3 clusters Score -3.513094e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290311 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -35130936.000000 Penalty: 6253.667969
	Iteration 154Q: 3 clusters Score -3.513094e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290353 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -35130888.000000 Penalty: 6253.667969
	Iteration 155Q: 3 clusters Score -3.513089e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290388 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -35130888.000000 Penalty: 6253.667969
	Iteration 156Q: 3 clusters Score -3.513089e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290428 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -35130892.000000 Penalty: 6253.667969
	Iteration 157Q: 3 clusters Score -3.513089e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290473 members 
Mstep: Class 2 contains 8528 members 
Entering Unmasked Estep 
Score: -35130900.000000 Penalty: 6253.667969
	Iteration 158Q: 3 clusters Score -3.51309e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290510 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -35130868.000000 Penalty: 6253.667969
	Iteration 159Q: 3 clusters Score -3.513087e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290545 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -35130872.000000 Penalty: 6253.667969
	Iteration 160F: 3 clusters Score -3.513087e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290574 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -35130812.000000 Penalty: 6253.667969
	Iteration 161Q: 3 clusters Score -3.513081e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290605 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -35130820.000000 Penalty: 6253.667969
	Iteration 162Q: 3 clusters Score -3.513082e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290635 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -35130808.000000 Penalty: 6253.667969
	Iteration 163Q: 3 clusters Score -3.513081e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290662 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -35130808.000000 Penalty: 6253.667969
	Iteration 164Q: 3 clusters Score -3.513081e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290691 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -35130784.000000 Penalty: 6253.667969
	Iteration 165Q: 3 clusters Score -3.513078e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290709 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -35130808.000000 Penalty: 6253.667969
	Iteration 166Q: 3 clusters Score -3.513081e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290725 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -35130796.000000 Penalty: 6253.667969
	Iteration 167Q: 3 clusters Score -3.51308e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290739 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -35130816.000000 Penalty: 6253.667969
	Iteration 168Q: 3 clusters Score -3.513082e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290757 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -35130812.000000 Penalty: 6253.667969
	Iteration 169Q: 3 clusters Score -3.513081e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290776 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -35130796.000000 Penalty: 6253.667969
	Iteration 170Q: 3 clusters Score -3.51308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290798 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -35130784.000000 Penalty: 6253.667969
	Iteration 171Q: 3 clusters Score -3.513078e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290819 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -35130784.000000 Penalty: 6253.667969
	Iteration 172Q: 3 clusters Score -3.513078e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290847 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -35130780.000000 Penalty: 6253.667969
	Iteration 173Q: 3 clusters Score -3.513078e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290884 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -35130784.000000 Penalty: 6253.667969
	Iteration 174Q: 3 clusters Score -3.513078e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290917 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -35130808.000000 Penalty: 6253.667969
	Iteration 175Q: 3 clusters Score -3.513081e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290956 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -35130808.000000 Penalty: 6253.667969
	Iteration 176Q: 3 clusters Score -3.513081e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290989 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -35130800.000000 Penalty: 6253.667969
	Iteration 177Q: 3 clusters Score -3.51308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291023 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -35130792.000000 Penalty: 6253.667969
	Iteration 178Q: 3 clusters Score -3.513079e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291050 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -35130808.000000 Penalty: 6253.667969
	Iteration 179Q: 3 clusters Score -3.513081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291061 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -35130808.000000 Penalty: 6253.667969
	Iteration 180F: 3 clusters Score -3.513081e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291075 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -35130796.000000 Penalty: 6253.667969
	Iteration 181Q: 3 clusters Score -3.51308e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291093 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -35130776.000000 Penalty: 6253.667969
	Iteration 182Q: 3 clusters Score -3.513078e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291109 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -35130764.000000 Penalty: 6253.667969
	Iteration 183Q: 3 clusters Score -3.513076e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291129 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -35130784.000000 Penalty: 6253.667969
	Iteration 184Q: 3 clusters Score -3.513078e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291142 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -35130768.000000 Penalty: 6253.667969
	Iteration 185Q: 3 clusters Score -3.513077e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291155 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -35130756.000000 Penalty: 6253.667969
	Iteration 186Q: 3 clusters Score -3.513076e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291171 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -35130736.000000 Penalty: 6253.667969
	Iteration 187Q: 3 clusters Score -3.513074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291190 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -35130744.000000 Penalty: 6253.667969
	Iteration 188Q: 3 clusters Score -3.513074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291209 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -35130756.000000 Penalty: 6253.667969
	Iteration 189Q: 3 clusters Score -3.513076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291234 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -35130740.000000 Penalty: 6253.667969
	Iteration 190Q: 3 clusters Score -3.513074e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291261 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -35130772.000000 Penalty: 6253.667969
	Iteration 191Q: 3 clusters Score -3.513077e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291289 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -35130764.000000 Penalty: 6253.667969
	Iteration 192Q: 3 clusters Score -3.513076e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291326 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -35130748.000000 Penalty: 6253.667969
	Iteration 193Q: 3 clusters Score -3.513075e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291370 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -35130744.000000 Penalty: 6253.667969
	Iteration 194Q: 3 clusters Score -3.513074e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291417 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -35130744.000000 Penalty: 6253.667969
	Iteration 195Q: 3 clusters Score -3.513074e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291462 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -35130712.000000 Penalty: 6253.667969
	Iteration 196Q: 3 clusters Score -3.513071e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291505 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -35130752.000000 Penalty: 6253.667969
	Iteration 197Q: 3 clusters Score -3.513075e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291539 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -35130732.000000 Penalty: 6253.667969
	Iteration 198Q: 3 clusters Score -3.513073e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291581 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -35130744.000000 Penalty: 6253.667969
	Iteration 199Q: 3 clusters Score -3.513074e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291615 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -35130728.000000 Penalty: 6253.667969
	Iteration 200F: 3 clusters Score -3.513073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291644 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -35130740.000000 Penalty: 6253.667969
	Iteration 201Q: 3 clusters Score -3.513074e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291684 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -35130728.000000 Penalty: 6253.667969
	Iteration 202Q: 3 clusters Score -3.513073e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291715 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -35130768.000000 Penalty: 6253.667969
	Iteration 203Q: 3 clusters Score -3.513077e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291745 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -35130764.000000 Penalty: 6253.667969
	Iteration 204Q: 3 clusters Score -3.513076e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291778 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -35130736.000000 Penalty: 6253.667969
	Iteration 205Q: 3 clusters Score -3.513074e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291816 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -35130680.000000 Penalty: 6253.667969
	Iteration 206Q: 3 clusters Score -3.513068e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291860 members 
Mstep: Class 2 contains 7141 members 
Entering Unmasked Estep 
Score: -35130664.000000 Penalty: 6253.667969
	Iteration 207Q: 3 clusters Score -3.513066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291897 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -35130688.000000 Penalty: 6253.667969
	Iteration 208Q: 3 clusters Score -3.513069e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291945 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -35130644.000000 Penalty: 6253.667969
	Iteration 209Q: 3 clusters Score -3.513064e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291999 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -35130680.000000 Penalty: 6253.667969
	Iteration 210Q: 3 clusters Score -3.513068e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292054 members 
Mstep: Class 2 contains 6947 members 
Entering Unmasked Estep 
Score: -35130692.000000 Penalty: 6253.667969
	Iteration 211Q: 3 clusters Score -3.513069e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292102 members 
Mstep: Class 2 contains 6899 members 
Entering Unmasked Estep 
Score: -35130656.000000 Penalty: 6253.667969
	Iteration 212Q: 3 clusters Score -3.513066e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292141 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -35130640.000000 Penalty: 6253.667969
	Iteration 213Q: 3 clusters Score -3.513064e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292186 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -35130584.000000 Penalty: 6253.667969
	Iteration 214Q: 3 clusters Score -3.513058e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292217 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -35130564.000000 Penalty: 6253.667969
	Iteration 215Q: 3 clusters Score -3.513056e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292252 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -35130576.000000 Penalty: 6253.667969
	Iteration 216Q: 3 clusters Score -3.513058e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292288 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -35130584.000000 Penalty: 6253.667969
	Iteration 217Q: 3 clusters Score -3.513058e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292339 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -35130616.000000 Penalty: 6253.667969
	Iteration 218Q: 3 clusters Score -3.513062e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292395 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -35130628.000000 Penalty: 6253.667969
	Iteration 219Q: 3 clusters Score -3.513063e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292433 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -35130604.000000 Penalty: 6253.667969
	Iteration 220F: 3 clusters Score -3.51306e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292471 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -35130608.000000 Penalty: 6253.667969
	Iteration 221Q: 3 clusters Score -3.513061e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292518 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -35130640.000000 Penalty: 6253.667969
	Iteration 222Q: 3 clusters Score -3.513064e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292567 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -35130656.000000 Penalty: 6253.667969
	Iteration 223Q: 3 clusters Score -3.513066e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292611 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -35130644.000000 Penalty: 6253.667969
	Iteration 224Q: 3 clusters Score -3.513064e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292639 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -35130636.000000 Penalty: 6253.667969
	Iteration 225Q: 3 clusters Score -3.513064e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292661 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -35130648.000000 Penalty: 6253.667969
	Iteration 226Q: 3 clusters Score -3.513065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292682 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -35130632.000000 Penalty: 6253.667969
	Iteration 227Q: 3 clusters Score -3.513063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292702 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -35130628.000000 Penalty: 6253.667969
	Iteration 228Q: 3 clusters Score -3.513063e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292717 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -35130628.000000 Penalty: 6253.667969
	Iteration 229Q: 3 clusters Score -3.513063e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292734 members 
Mstep: Class 2 contains 6267 members 
Entering Unmasked Estep 
Score: -35130584.000000 Penalty: 6253.667969
	Iteration 230Q: 3 clusters Score -3.513058e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292756 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -35130584.000000 Penalty: 6253.667969
	Iteration 231Q: 3 clusters Score -3.513058e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292777 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -35130572.000000 Penalty: 6253.667969
	Iteration 232Q: 3 clusters Score -3.513057e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292793 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -35130584.000000 Penalty: 6253.667969
	Iteration 233Q: 3 clusters Score -3.513058e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292810 members 
Mstep: Class 2 contains 6191 members 
Entering Unmasked Estep 
Score: -35130600.000000 Penalty: 6253.667969
	Iteration 234Q: 3 clusters Score -3.51306e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292828 members 
Mstep: Class 2 contains 6173 members 
Entering Unmasked Estep 
Score: -35130608.000000 Penalty: 6253.667969
	Iteration 235Q: 3 clusters Score -3.513061e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292846 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -35130612.000000 Penalty: 6253.667969
	Iteration 236Q: 3 clusters Score -3.513061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292859 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -35130628.000000 Penalty: 6253.667969
	Iteration 237Q: 3 clusters Score -3.513063e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292873 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -35130624.000000 Penalty: 6253.667969
	Iteration 238Q: 3 clusters Score -3.513062e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292884 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -35130656.000000 Penalty: 6253.667969
	Iteration 239Q: 3 clusters Score -3.513066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292897 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -35130640.000000 Penalty: 6253.667969
	Iteration 240F: 3 clusters Score -3.513064e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292910 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -35130624.000000 Penalty: 6253.667969
	Iteration 241Q: 3 clusters Score -3.513062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292928 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -35130632.000000 Penalty: 6253.667969
	Iteration 242Q: 3 clusters Score -3.513063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292940 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -35130632.000000 Penalty: 6253.667969
	Iteration 243Q: 3 clusters Score -3.513063e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292952 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -35130652.000000 Penalty: 6253.667969
	Iteration 244Q: 3 clusters Score -3.513065e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292964 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -35130644.000000 Penalty: 6253.667969
	Iteration 245Q: 3 clusters Score -3.513064e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292978 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -35130648.000000 Penalty: 6253.667969
	Iteration 246Q: 3 clusters Score -3.513065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292997 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -35130644.000000 Penalty: 6253.667969
	Iteration 247Q: 3 clusters Score -3.513064e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293020 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -35130624.000000 Penalty: 6253.667969
	Iteration 248Q: 3 clusters Score -3.513062e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293043 members 
Mstep: Class 2 contains 5958 members 
Entering Unmasked Estep 
Score: -35130560.000000 Penalty: 6253.667969
	Iteration 249Q: 3 clusters Score -3.513056e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293060 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -35130568.000000 Penalty: 6253.667969
	Iteration 250Q: 3 clusters Score -3.513057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293072 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -35130556.000000 Penalty: 6253.667969
	Iteration 251Q: 3 clusters Score -3.513056e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293084 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -35130576.000000 Penalty: 6253.667969
	Iteration 252Q: 3 clusters Score -3.513058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293097 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -35130596.000000 Penalty: 6253.667969
	Iteration 253Q: 3 clusters Score -3.51306e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293109 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -35130608.000000 Penalty: 6253.667969
	Iteration 254Q: 3 clusters Score -3.513061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293127 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -35130600.000000 Penalty: 6253.667969
	Iteration 255Q: 3 clusters Score -3.51306e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293142 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -35130608.000000 Penalty: 6253.667969
	Iteration 256Q: 3 clusters Score -3.513061e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293158 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -35130616.000000 Penalty: 6253.667969
	Iteration 257Q: 3 clusters Score -3.513062e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293176 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -35130600.000000 Penalty: 6253.667969
	Iteration 258Q: 3 clusters Score -3.51306e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293186 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -35130616.000000 Penalty: 6253.667969
	Iteration 259Q: 3 clusters Score -3.513062e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293193 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -35130600.000000 Penalty: 6253.667969
	Iteration 260F: 3 clusters Score -3.51306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293200 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -35130596.000000 Penalty: 6253.667969
	Iteration 261Q: 3 clusters Score -3.51306e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293204 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -35130604.000000 Penalty: 6253.667969
	Iteration 262Q: 3 clusters Score -3.51306e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293209 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -35130584.000000 Penalty: 6253.667969
	Iteration 263Q: 3 clusters Score -3.513058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293216 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -35130596.000000 Penalty: 6253.667969
	Iteration 264Q: 3 clusters Score -3.51306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293225 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -35130604.000000 Penalty: 6253.667969
	Iteration 265Q: 3 clusters Score -3.51306e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293240 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -35130576.000000 Penalty: 6253.667969
	Iteration 266Q: 3 clusters Score -3.513058e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293249 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -35130608.000000 Penalty: 6253.667969
	Iteration 267Q: 3 clusters Score -3.513061e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293260 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -35130576.000000 Penalty: 6253.667969
	Iteration 268Q: 3 clusters Score -3.513058e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293267 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -35130592.000000 Penalty: 6253.667969
	Iteration 269Q: 3 clusters Score -3.513059e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293276 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -35130572.000000 Penalty: 6253.667969
	Iteration 270Q: 3 clusters Score -3.513057e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293282 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -35130564.000000 Penalty: 6253.667969
	Iteration 271Q: 3 clusters Score -3.513056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293287 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -35130560.000000 Penalty: 6253.667969
	Iteration 272Q: 3 clusters Score -3.513056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293293 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -35130576.000000 Penalty: 6253.667969
	Iteration 273Q: 3 clusters Score -3.513058e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293296 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -35130564.000000 Penalty: 6253.667969
	Iteration 274Q: 3 clusters Score -3.513056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293299 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -35130560.000000 Penalty: 6253.667969
	Iteration 275Q: 3 clusters Score -3.513056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293303 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -35130564.000000 Penalty: 6253.667969
	Iteration 276Q: 3 clusters Score -3.513056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293307 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -35130564.000000 Penalty: 6253.667969
	Iteration 277Q: 3 clusters Score -3.513056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293315 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -35130560.000000 Penalty: 6253.667969
	Iteration 278Q: 3 clusters Score -3.513056e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293321 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -35130568.000000 Penalty: 6253.667969
	Iteration 279Q: 3 clusters Score -3.513057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293325 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -35130564.000000 Penalty: 6253.667969
	Iteration 280F: 3 clusters Score -3.513056e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293327 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -35130572.000000 Penalty: 6253.667969
	Iteration 281Q: 3 clusters Score -3.513057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293328 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -35130564.000000 Penalty: 6253.667969
	Iteration 282Q: 3 clusters Score -3.513056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293327 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -35130572.000000 Penalty: 6253.667969
	Iteration 283Q: 3 clusters Score -3.513057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293328 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -35130572.000000 Penalty: 6253.667969
	Iteration 284Q: 3 clusters Score -3.513057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293329 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -35130572.000000 Penalty: 6253.667969
	Iteration 285Q: 3 clusters Score -3.513057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293329 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -35130572.000000 Penalty: 6253.667969
	Iteration 286F: 3 clusters Score -3.513057e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Entering Unmasked Estep 
Score: -1221708.375000 Penalty: 2293.724121
	Iteration 0F: 2 clusters Score -1221708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -1213752.125000 Penalty: 4587.448242
	Iteration 0F: 3 clusters Score -1213752 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1216043.250000 Penalty: 4587.448242
	Iteration 1F: 3 clusters Score -1216043 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1216354.000000 Penalty: 4587.448242
	Iteration 2F: 3 clusters Score -1216354 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1216586.000000 Penalty: 4587.448242
	Iteration 3Q: 3 clusters Score -1216586 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1216788.750000 Penalty: 4587.448242
	Iteration 4Q: 3 clusters Score -1216789 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1216971.875000 Penalty: 4587.448242
	Iteration 5Q: 3 clusters Score -1216972 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -1217152.875000 Penalty: 4587.448242
	Iteration 6Q: 3 clusters Score -1217153 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1217361.000000 Penalty: 4587.448242
	Iteration 7Q: 3 clusters Score -1217361 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1217596.500000 Penalty: 4587.448242
	Iteration 8Q: 3 clusters Score -1217596 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1217864.500000 Penalty: 4587.448242
	Iteration 9Q: 3 clusters Score -1217864 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1218123.750000 Penalty: 4587.448242
	Iteration 10Q: 3 clusters Score -1218124 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -1218367.250000 Penalty: 4587.448242
	Iteration 11Q: 3 clusters Score -1218367 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1218576.000000 Penalty: 4587.448242
	Iteration 12Q: 3 clusters Score -1218576 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -1218754.750000 Penalty: 4587.448242
	Iteration 13Q: 3 clusters Score -1218755 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1218910.250000 Penalty: 4587.448242
	Iteration 14Q: 3 clusters Score -1218910 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1219031.250000 Penalty: 4587.448242
	Iteration 15Q: 3 clusters Score -1219031 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1219134.625000 Penalty: 4587.448242
	Iteration 16Q: 3 clusters Score -1219135 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1219214.000000 Penalty: 4587.448242
	Iteration 17Q: 3 clusters Score -1219214 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1219282.000000 Penalty: 4587.448242
	Iteration 18Q: 3 clusters Score -1219282 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1219332.500000 Penalty: 4587.448242
	Iteration 19Q: 3 clusters Score -1219332 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -1219389.875000 Penalty: 4587.448242
	Iteration 20F: 3 clusters Score -1219390 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1219426.125000 Penalty: 4587.448242
	Iteration 21Q: 3 clusters Score -1219426 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1219461.375000 Penalty: 4587.448242
	Iteration 22Q: 3 clusters Score -1219461 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1219492.375000 Penalty: 4587.448242
	Iteration 23Q: 3 clusters Score -1219492 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1219509.500000 Penalty: 4587.448242
	Iteration 24Q: 3 clusters Score -1219510 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1219520.250000 Penalty: 4587.448242
	Iteration 25Q: 3 clusters Score -1219520 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1219531.000000 Penalty: 4587.448242
	Iteration 26Q: 3 clusters Score -1219531 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1219543.625000 Penalty: 4587.448242
	Iteration 27Q: 3 clusters Score -1219544 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 7047 members 
Entering Unmasked Estep 
Score: -1219556.500000 Penalty: 4587.448242
	Iteration 28Q: 3 clusters Score -1219556 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1219564.125000 Penalty: 4587.448242
	Iteration 29Q: 3 clusters Score -1219564 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 6983 members 
Entering Unmasked Estep 
Score: -1219579.875000 Penalty: 4587.448242
	Iteration 30Q: 3 clusters Score -1219580 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1219589.125000 Penalty: 4587.448242
	Iteration 31Q: 3 clusters Score -1219589 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -1219601.625000 Penalty: 4587.448242
	Iteration 32Q: 3 clusters Score -1219602 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1219607.250000 Penalty: 4587.448242
	Iteration 33Q: 3 clusters Score -1219607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -1219613.250000 Penalty: 4587.448242
	Iteration 34Q: 3 clusters Score -1219613 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1219624.500000 Penalty: 4587.448242
	Iteration 35Q: 3 clusters Score -1219624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1219631.625000 Penalty: 4587.448242
	Iteration 36Q: 3 clusters Score -1219632 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -1219635.875000 Penalty: 4587.448242
	Iteration 37Q: 3 clusters Score -1219636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -1219638.500000 Penalty: 4587.448242
	Iteration 38Q: 3 clusters Score -1219638 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1219646.125000 Penalty: 4587.448242
	Iteration 39Q: 3 clusters Score -1219646 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1219650.875000 Penalty: 4587.448242
	Iteration 40F: 3 clusters Score -1219651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1219652.625000 Penalty: 4587.448242
	Iteration 41Q: 3 clusters Score -1219653 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1219663.375000 Penalty: 4587.448242
	Iteration 42Q: 3 clusters Score -1219663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1219670.125000 Penalty: 4587.448242
	Iteration 43Q: 3 clusters Score -1219670 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1219682.000000 Penalty: 4587.448242
	Iteration 44Q: 3 clusters Score -1219682 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1219684.750000 Penalty: 4587.448242
	Iteration 45Q: 3 clusters Score -1219685 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1219692.000000 Penalty: 4587.448242
	Iteration 46Q: 3 clusters Score -1219692 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -1219696.625000 Penalty: 4587.448242
	Iteration 47Q: 3 clusters Score -1219697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -1219706.125000 Penalty: 4587.448242
	Iteration 48Q: 3 clusters Score -1219706 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1219712.375000 Penalty: 4587.448242
	Iteration 49Q: 3 clusters Score -1219712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -1219718.500000 Penalty: 4587.448242
	Iteration 50Q: 3 clusters Score -1219718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1219724.625000 Penalty: 4587.448242
	Iteration 51Q: 3 clusters Score -1219725 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1219729.875000 Penalty: 4587.448242
	Iteration 52Q: 3 clusters Score -1219730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1219737.875000 Penalty: 4587.448242
	Iteration 53Q: 3 clusters Score -1219738 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1219741.000000 Penalty: 4587.448242
	Iteration 54Q: 3 clusters Score -1219741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1219749.750000 Penalty: 4587.448242
	Iteration 55Q: 3 clusters Score -1219750 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1219751.500000 Penalty: 4587.448242
	Iteration 56Q: 3 clusters Score -1219752 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1219757.000000 Penalty: 4587.448242
	Iteration 57Q: 3 clusters Score -1219757 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -1219760.000000 Penalty: 4587.448242
	Iteration 58Q: 3 clusters Score -1219760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4035 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1219763.750000 Penalty: 4587.448242
	Iteration 59Q: 3 clusters Score -1219764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1219768.000000 Penalty: 4587.448242
	Iteration 60F: 3 clusters Score -1219768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1219771.750000 Penalty: 4587.448242
	Iteration 61Q: 3 clusters Score -1219772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -1219774.250000 Penalty: 4587.448242
	Iteration 62Q: 3 clusters Score -1219774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1219784.875000 Penalty: 4587.448242
	Iteration 63Q: 3 clusters Score -1219785 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1219788.500000 Penalty: 4587.448242
	Iteration 64Q: 3 clusters Score -1219788 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1219799.375000 Penalty: 4587.448242
	Iteration 65Q: 3 clusters Score -1219799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1219802.125000 Penalty: 4587.448242
	Iteration 66Q: 3 clusters Score -1219802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6170 members 
Entering Unmasked Estep 
Score: -1219807.125000 Penalty: 4587.448242
	Iteration 67Q: 3 clusters Score -1219807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1219809.375000 Penalty: 4587.448242
	Iteration 68Q: 3 clusters Score -1219809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1219816.750000 Penalty: 4587.448242
	Iteration 69Q: 3 clusters Score -1219817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -1219818.000000 Penalty: 4587.448242
	Iteration 70Q: 3 clusters Score -1219818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1219819.125000 Penalty: 4587.448242
	Iteration 71Q: 3 clusters Score -1219819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1219821.750000 Penalty: 4587.448242
	Iteration 72Q: 3 clusters Score -1219822 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1219829.875000 Penalty: 4587.448242
	Iteration 73Q: 3 clusters Score -1219830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1219835.375000 Penalty: 4587.448242
	Iteration 74Q: 3 clusters Score -1219835 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1219834.875000 Penalty: 4587.448242
	Iteration 75Q: 3 clusters Score -1219835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1219841.000000 Penalty: 4587.448242
	Iteration 76Q: 3 clusters Score -1219841 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -1219847.625000 Penalty: 4587.448242
	Iteration 77Q: 3 clusters Score -1219848 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -1219852.125000 Penalty: 4587.448242
	Iteration 78Q: 3 clusters Score -1219852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -1219859.000000 Penalty: 4587.448242
	Iteration 79Q: 3 clusters Score -1219859 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1219867.000000 Penalty: 4587.448242
	Iteration 80F: 3 clusters Score -1219867 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1219872.000000 Penalty: 4587.448242
	Iteration 81Q: 3 clusters Score -1219872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1219874.625000 Penalty: 4587.448242
	Iteration 82Q: 3 clusters Score -1219875 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1219873.500000 Penalty: 4587.448242
	Iteration 83Q: 3 clusters Score -1219874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -1219877.625000 Penalty: 4587.448242
	Iteration 84Q: 3 clusters Score -1219878 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1219877.250000 Penalty: 4587.448242
	Iteration 85Q: 3 clusters Score -1219877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -1219881.125000 Penalty: 4587.448242
	Iteration 86Q: 3 clusters Score -1219881 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1219882.500000 Penalty: 4587.448242
	Iteration 87Q: 3 clusters Score -1219882 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1219886.750000 Penalty: 4587.448242
	Iteration 88Q: 3 clusters Score -1219887 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1219891.125000 Penalty: 4587.448242
	Iteration 89Q: 3 clusters Score -1219891 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1219894.625000 Penalty: 4587.448242
	Iteration 90Q: 3 clusters Score -1219895 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1219899.125000 Penalty: 4587.448242
	Iteration 91Q: 3 clusters Score -1219899 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1219904.000000 Penalty: 4587.448242
	Iteration 92Q: 3 clusters Score -1219904 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1219909.250000 Penalty: 4587.448242
	Iteration 93Q: 3 clusters Score -1219909 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1219911.625000 Penalty: 4587.448242
	Iteration 94Q: 3 clusters Score -1219912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1219912.250000 Penalty: 4587.448242
	Iteration 95Q: 3 clusters Score -1219912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -1219912.000000 Penalty: 4587.448242
	Iteration 96Q: 3 clusters Score -1219912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1219912.250000 Penalty: 4587.448242
	Iteration 97Q: 3 clusters Score -1219912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1219915.125000 Penalty: 4587.448242
	Iteration 98Q: 3 clusters Score -1219915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1219914.500000 Penalty: 4587.448242
	Iteration 99Q: 3 clusters Score -1219914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1219914.875000 Penalty: 4587.448242
	Iteration 100F: 3 clusters Score -1219915 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1219914.875000 Penalty: 4587.448242
	Iteration 101Q: 3 clusters Score -1219915 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1219917.875000 Penalty: 4587.448242
	Iteration 102Q: 3 clusters Score -1219918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1219922.375000 Penalty: 4587.448242
	Iteration 103Q: 3 clusters Score -1219922 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1219919.125000 Penalty: 4587.448242
	Iteration 104Q: 3 clusters Score -1219919 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -1219923.625000 Penalty: 4587.448242
	Iteration 105Q: 3 clusters Score -1219924 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1219925.000000 Penalty: 4587.448242
	Iteration 106Q: 3 clusters Score -1219925 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -1219927.500000 Penalty: 4587.448242
	Iteration 107Q: 3 clusters Score -1219928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1219929.750000 Penalty: 4587.448242
	Iteration 108Q: 3 clusters Score -1219930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1219930.625000 Penalty: 4587.448242
	Iteration 109Q: 3 clusters Score -1219931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -1219930.750000 Penalty: 4587.448242
	Iteration 110Q: 3 clusters Score -1219931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1219931.750000 Penalty: 4587.448242
	Iteration 111Q: 3 clusters Score -1219932 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1219931.375000 Penalty: 4587.448242
	Iteration 112Q: 3 clusters Score -1219931 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1219931.375000 Penalty: 4587.448242
	Iteration 113Q: 3 clusters Score -1219931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1219933.625000 Penalty: 4587.448242
	Iteration 114Q: 3 clusters Score -1219934 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1219936.000000 Penalty: 4587.448242
	Iteration 115Q: 3 clusters Score -1219936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1219936.875000 Penalty: 4587.448242
	Iteration 116Q: 3 clusters Score -1219937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1219937.875000 Penalty: 4587.448242
	Iteration 117Q: 3 clusters Score -1219938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1219938.500000 Penalty: 4587.448242
	Iteration 118Q: 3 clusters Score -1219938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1219936.250000 Penalty: 4587.448242
	Iteration 119Q: 3 clusters Score -1219936 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1219935.375000 Penalty: 4587.448242
	Iteration 120F: 3 clusters Score -1219935 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -1219934.875000 Penalty: 4587.448242
	Iteration 121Q: 3 clusters Score -1219935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1219936.750000 Penalty: 4587.448242
	Iteration 122Q: 3 clusters Score -1219937 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1219938.375000 Penalty: 4587.448242
	Iteration 123Q: 3 clusters Score -1219938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1219941.125000 Penalty: 4587.448242
	Iteration 124Q: 3 clusters Score -1219941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1219943.125000 Penalty: 4587.448242
	Iteration 125Q: 3 clusters Score -1219943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1219940.000000 Penalty: 4587.448242
	Iteration 126Q: 3 clusters Score -1219940 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1219940.125000 Penalty: 4587.448242
	Iteration 127Q: 3 clusters Score -1219940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1219941.500000 Penalty: 4587.448242
	Iteration 128Q: 3 clusters Score -1219942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1219941.500000 Penalty: 4587.448242
	Iteration 129F: 3 clusters Score -1219942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15853 members 
Mstep: Class 4 contains 167432 members 
Mstep: Class 5 contains 156957 members 
Mstep: Class 6 contains 25656 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 2569 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 33425 members 
Mstep: Class 11 contains 34778 members 
Mstep: Class 12 contains 49811 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73247 members 
Mstep: Class 15 contains 19805 members 
Mstep: Class 16 contains 12140 members 
Mstep: Class 17 contains 8711 members 
Mstep: Class 18 contains 188739 members 
Mstep: Class 19 contains 51833 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167252 members 
Mstep: Class 23 contains 23889 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9662 members 
Mstep: Class 27 contains 14048 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12825 members 
Mstep: Class 30 contains 1789 members 
Mstep: Class 31 contains 299001 members 
Mstep: Class 32 contains 10393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497152.000000 Penalty: 112415.234375
Iteration 439Q: 33 clusters Score -1.614972e+08 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15843 members 
Mstep: Class 4 contains 167387 members 
Mstep: Class 5 contains 156951 members 
Mstep: Class 6 contains 25657 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 2570 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 33429 members 
Mstep: Class 11 contains 34780 members 
Mstep: Class 12 contains 49802 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73225 members 
Mstep: Class 15 contains 19804 members 
Mstep: Class 16 contains 12141 members 
Mstep: Class 17 contains 8710 members 
Mstep: Class 18 contains 188757 members 
Mstep: Class 19 contains 51820 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167342 members 
Mstep: Class 23 contains 23891 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9671 members 
Mstep: Class 27 contains 14035 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12826 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 298998 members 
Mstep: Class 32 contains 10388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497344.000000 Penalty: 112415.234375
Iteration 440F: 33 clusters Score -1.614973e+08 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15825 members 
Mstep: Class 4 contains 167337 members 
Mstep: Class 5 contains 156952 members 
Mstep: Class 6 contains 25660 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 2570 members 
Mstep: Class 9 contains 9099 members 
Mstep: Class 10 contains 33426 members 
Mstep: Class 11 contains 34779 members 
Mstep: Class 12 contains 49795 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73210 members 
Mstep: Class 15 contains 19806 members 
Mstep: Class 16 contains 12142 members 
Mstep: Class 17 contains 8709 members 
Mstep: Class 18 contains 188746 members 
Mstep: Class 19 contains 51805 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167452 members 
Mstep: Class 23 contains 23892 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9680 members 
Mstep: Class 27 contains 14029 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12820 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299006 members 
Mstep: Class 32 contains 10389 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497472.000000 Penalty: 112415.234375
Iteration 441Q: 33 clusters Score -1.614975e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15813 members 
Mstep: Class 4 contains 167293 members 
Mstep: Class 5 contains 156970 members 
Mstep: Class 6 contains 25659 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 2570 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 33427 members 
Mstep: Class 11 contains 34780 members 
Mstep: Class 12 contains 49790 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73191 members 
Mstep: Class 15 contains 19811 members 
Mstep: Class 16 contains 12144 members 
Mstep: Class 17 contains 8709 members 
Mstep: Class 18 contains 188731 members 
Mstep: Class 19 contains 51793 members 
Mstep: Class 20 contains 12228 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167528 members 
Mstep: Class 23 contains 23891 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9686 members 
Mstep: Class 27 contains 14027 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12815 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299016 members 
Mstep: Class 32 contains 10387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497744.000000 Penalty: 112415.234375
Iteration 442Q: 33 clusters Score -1.614977e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15796 members 
Mstep: Class 4 contains 167236 members 
Mstep: Class 5 contains 156999 members 
Mstep: Class 6 contains 25643 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9102 members 
Mstep: Class 10 contains 33424 members 
Mstep: Class 11 contains 34784 members 
Mstep: Class 12 contains 49787 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73170 members 
Mstep: Class 15 contains 19814 members 
Mstep: Class 16 contains 12144 members 
Mstep: Class 17 contains 8709 members 
Mstep: Class 18 contains 188714 members 
Mstep: Class 19 contains 51781 members 
Mstep: Class 20 contains 12228 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167588 members 
Mstep: Class 23 contains 23892 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9697 members 
Mstep: Class 27 contains 14031 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12811 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299049 members 
Mstep: Class 32 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497856.000000 Penalty: 112415.234375
Iteration 443Q: 33 clusters Score -1.614979e+08 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15780 members 
Mstep: Class 4 contains 167163 members 
Mstep: Class 5 contains 157054 members 
Mstep: Class 6 contains 25636 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 2573 members 
Mstep: Class 9 contains 9104 members 
Mstep: Class 10 contains 33420 members 
Mstep: Class 11 contains 34786 members 
Mstep: Class 12 contains 49778 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73152 members 
Mstep: Class 15 contains 19815 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 8708 members 
Mstep: Class 18 contains 188722 members 
Mstep: Class 19 contains 51769 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 472 members 
Mstep: Class 22 contains 167634 members 
Mstep: Class 23 contains 23894 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9714 members 
Mstep: Class 27 contains 14029 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12808 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299057 members 
Mstep: Class 32 contains 10393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497920.000000 Penalty: 112415.234375
Iteration 444Q: 33 clusters Score -1.614979e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15763 members 
Mstep: Class 4 contains 167087 members 
Mstep: Class 5 contains 157091 members 
Mstep: Class 6 contains 25633 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 33417 members 
Mstep: Class 11 contains 34786 members 
Mstep: Class 12 contains 49776 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73138 members 
Mstep: Class 15 contains 19816 members 
Mstep: Class 16 contains 12145 members 
Mstep: Class 17 contains 8707 members 
Mstep: Class 18 contains 188742 members 
Mstep: Class 19 contains 51754 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 167700 members 
Mstep: Class 23 contains 23898 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9727 members 
Mstep: Class 27 contains 14019 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12809 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299052 members 
Mstep: Class 32 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497968.000000 Penalty: 112415.234375
Iteration 445Q: 33 clusters Score -1.61498e+08 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15749 members 
Mstep: Class 4 contains 167011 members 
Mstep: Class 5 contains 157150 members 
Mstep: Class 6 contains 25631 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 2572 members 
Mstep: Class 9 contains 9109 members 
Mstep: Class 10 contains 33413 members 
Mstep: Class 11 contains 34787 members 
Mstep: Class 12 contains 49781 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73127 members 
Mstep: Class 15 contains 19819 members 
Mstep: Class 16 contains 12146 members 
Mstep: Class 17 contains 8704 members 
Mstep: Class 18 contains 188743 members 
Mstep: Class 19 contains 51728 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 167753 members 
Mstep: Class 23 contains 23903 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9738 members 
Mstep: Class 27 contains 14013 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12809 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299052 members 
Mstep: Class 32 contains 10394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498016.000000 Penalty: 112415.234375
Iteration 446Q: 33 clusters Score -1.61498e+08 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15732 members 
Mstep: Class 4 contains 166967 members 
Mstep: Class 5 contains 157203 members 
Mstep: Class 6 contains 25632 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 9110 members 
Mstep: Class 10 contains 33403 members 
Mstep: Class 11 contains 34783 members 
Mstep: Class 12 contains 49778 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73116 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 16 contains 12147 members 
Mstep: Class 17 contains 8703 members 
Mstep: Class 18 contains 188750 members 
Mstep: Class 19 contains 51705 members 
Mstep: Class 20 contains 12227 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 167814 members 
Mstep: Class 23 contains 23902 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9752 members 
Mstep: Class 27 contains 13997 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12806 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299048 members 
Mstep: Class 32 contains 10391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498176.000000 Penalty: 112415.234375
Iteration 447Q: 33 clusters Score -1.614982e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15715 members 
Mstep: Class 4 contains 166941 members 
Mstep: Class 5 contains 157254 members 
Mstep: Class 6 contains 25629 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9111 members 
Mstep: Class 10 contains 33399 members 
Mstep: Class 11 contains 34782 members 
Mstep: Class 12 contains 49776 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73108 members 
Mstep: Class 15 contains 19817 members 
Mstep: Class 16 contains 12147 members 
Mstep: Class 17 contains 8701 members 
Mstep: Class 18 contains 188773 members 
Mstep: Class 19 contains 51683 members 
Mstep: Class 20 contains 12228 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 167846 members 
Mstep: Class 23 contains 23906 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9767 members 
Mstep: Class 27 contains 13977 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12808 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299020 members 
Mstep: Class 32 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498080.000000 Penalty: 112415.234375
Iteration 448Q: 33 clusters Score -1.614981e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7843 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15700 members 
Mstep: Class 4 contains 166911 members 
Mstep: Class 5 contains 157277 members 
Mstep: Class 6 contains 25632 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9111 members 
Mstep: Class 10 contains 33395 members 
Mstep: Class 11 contains 34781 members 
Mstep: Class 12 contains 49777 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73097 members 
Mstep: Class 15 contains 19816 members 
Mstep: Class 16 contains 12147 members 
Mstep: Class 17 contains 8699 members 
Mstep: Class 18 contains 188786 members 
Mstep: Class 19 contains 51659 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 167883 members 
Mstep: Class 23 contains 23908 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9779 members 
Mstep: Class 27 contains 13969 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12813 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299013 members 
Mstep: Class 32 contains 10400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498016.000000 Penalty: 112415.234375
Iteration 449Q: 33 clusters Score -1.61498e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15679 members 
Mstep: Class 4 contains 166874 members 
Mstep: Class 5 contains 157310 members 
Mstep: Class 6 contains 25635 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9111 members 
Mstep: Class 10 contains 33384 members 
Mstep: Class 11 contains 34782 members 
Mstep: Class 12 contains 49769 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73087 members 
Mstep: Class 15 contains 19820 members 
Mstep: Class 16 contains 12147 members 
Mstep: Class 17 contains 8698 members 
Mstep: Class 18 contains 188778 members 
Mstep: Class 19 contains 51643 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 167934 members 
Mstep: Class 23 contains 23911 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9789 members 
Mstep: Class 27 contains 13964 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12814 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299026 members 
Mstep: Class 32 contains 10401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498112.000000 Penalty: 112415.234375
Iteration 450Q: 33 clusters Score -1.614981e+08 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15661 members 
Mstep: Class 4 contains 166831 members 
Mstep: Class 5 contains 157330 members 
Mstep: Class 6 contains 25641 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 33378 members 
Mstep: Class 11 contains 34783 members 
Mstep: Class 12 contains 49758 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73079 members 
Mstep: Class 15 contains 19824 members 
Mstep: Class 16 contains 12147 members 
Mstep: Class 17 contains 8696 members 
Mstep: Class 18 contains 188786 members 
Mstep: Class 19 contains 51631 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 167983 members 
Mstep: Class 23 contains 23914 members 
Mstep: Class 24 contains 2222 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9799 members 
Mstep: Class 27 contains 13958 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12816 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299025 members 
Mstep: Class 32 contains 10401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497968.000000 Penalty: 112415.234375
Iteration 451Q: 33 clusters Score -1.61498e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15641 members 
Mstep: Class 4 contains 166815 members 
Mstep: Class 5 contains 157327 members 
Mstep: Class 6 contains 25644 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9116 members 
Mstep: Class 10 contains 33374 members 
Mstep: Class 11 contains 34784 members 
Mstep: Class 12 contains 49750 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73081 members 
Mstep: Class 15 contains 19825 members 
Mstep: Class 16 contains 12148 members 
Mstep: Class 17 contains 8696 members 
Mstep: Class 18 contains 188781 members 
Mstep: Class 19 contains 51626 members 
Mstep: Class 20 contains 12231 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168038 members 
Mstep: Class 23 contains 23914 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9812 members 
Mstep: Class 27 contains 13958 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12814 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299009 members 
Mstep: Class 32 contains 10402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498048.000000 Penalty: 112415.234375
Iteration 452Q: 33 clusters Score -1.61498e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15638 members 
Mstep: Class 4 contains 166792 members 
Mstep: Class 5 contains 157340 members 
Mstep: Class 6 contains 25642 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 33367 members 
Mstep: Class 11 contains 34784 members 
Mstep: Class 12 contains 49740 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73082 members 
Mstep: Class 15 contains 19826 members 
Mstep: Class 16 contains 12149 members 
Mstep: Class 17 contains 8696 members 
Mstep: Class 18 contains 188774 members 
Mstep: Class 19 contains 51621 members 
Mstep: Class 20 contains 12232 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168097 members 
Mstep: Class 23 contains 23913 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9820 members 
Mstep: Class 27 contains 13948 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12811 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 298999 members 
Mstep: Class 32 contains 10401 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497920.000000 Penalty: 112415.234375
Iteration 453Q: 33 clusters Score -1.614979e+08 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15630 members 
Mstep: Class 4 contains 166771 members 
Mstep: Class 5 contains 157354 members 
Mstep: Class 6 contains 25636 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9115 members 
Mstep: Class 10 contains 33360 members 
Mstep: Class 11 contains 34784 members 
Mstep: Class 12 contains 49735 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73080 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 16 contains 12150 members 
Mstep: Class 17 contains 8696 members 
Mstep: Class 18 contains 188772 members 
Mstep: Class 19 contains 51611 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168124 members 
Mstep: Class 23 contains 23913 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9827 members 
Mstep: Class 27 contains 13940 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12807 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299025 members 
Mstep: Class 32 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497744.000000 Penalty: 112415.234375
Iteration 454Q: 33 clusters Score -1.614977e+08 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15620 members 
Mstep: Class 4 contains 166762 members 
Mstep: Class 5 contains 157332 members 
Mstep: Class 6 contains 25636 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9117 members 
Mstep: Class 10 contains 33357 members 
Mstep: Class 11 contains 34788 members 
Mstep: Class 12 contains 49722 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73082 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 16 contains 12150 members 
Mstep: Class 17 contains 8693 members 
Mstep: Class 18 contains 188753 members 
Mstep: Class 19 contains 51605 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168167 members 
Mstep: Class 23 contains 23910 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 263 members 
Mstep: Class 26 contains 9841 members 
Mstep: Class 27 contains 13937 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12807 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299056 members 
Mstep: Class 32 contains 10397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497872.000000 Penalty: 112415.234375
Iteration 455Q: 33 clusters Score -1.614979e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15614 members 
Mstep: Class 4 contains 166735 members 
Mstep: Class 5 contains 157339 members 
Mstep: Class 6 contains 25632 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 33351 members 
Mstep: Class 11 contains 34785 members 
Mstep: Class 12 contains 49723 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73082 members 
Mstep: Class 15 contains 19828 members 
Mstep: Class 16 contains 12150 members 
Mstep: Class 17 contains 8694 members 
Mstep: Class 18 contains 188733 members 
Mstep: Class 19 contains 51598 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168210 members 
Mstep: Class 23 contains 23910 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9849 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12804 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299073 members 
Mstep: Class 32 contains 10397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497904.000000 Penalty: 112415.234375
Iteration 456Q: 33 clusters Score -1.614979e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15602 members 
Mstep: Class 4 contains 166717 members 
Mstep: Class 5 contains 157365 members 
Mstep: Class 6 contains 25623 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9122 members 
Mstep: Class 10 contains 33347 members 
Mstep: Class 11 contains 34786 members 
Mstep: Class 12 contains 49707 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73081 members 
Mstep: Class 15 contains 19828 members 
Mstep: Class 16 contains 12150 members 
Mstep: Class 17 contains 8692 members 
Mstep: Class 18 contains 188707 members 
Mstep: Class 19 contains 51591 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168253 members 
Mstep: Class 23 contains 23910 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9856 members 
Mstep: Class 27 contains 13936 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12800 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299098 members 
Mstep: Class 32 contains 10390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498128.000000 Penalty: 112415.234375
Iteration 457Q: 33 clusters Score -1.614981e+08 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15593 members 
Mstep: Class 4 contains 166683 members 
Mstep: Class 5 contains 157385 members 
Mstep: Class 6 contains 25622 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9124 members 
Mstep: Class 10 contains 33343 members 
Mstep: Class 11 contains 34787 members 
Mstep: Class 12 contains 49705 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73055 members 
Mstep: Class 15 contains 19829 members 
Mstep: Class 16 contains 12149 members 
Mstep: Class 17 contains 8692 members 
Mstep: Class 18 contains 188693 members 
Mstep: Class 19 contains 51582 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168289 members 
Mstep: Class 23 contains 23911 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9862 members 
Mstep: Class 27 contains 13934 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12792 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299136 members 
Mstep: Class 32 contains 10395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498192.000000 Penalty: 112415.234375
Iteration 458Q: 33 clusters Score -1.614982e+08 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15588 members 
Mstep: Class 4 contains 166651 members 
Mstep: Class 5 contains 157406 members 
Mstep: Class 6 contains 25626 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9123 members 
Mstep: Class 10 contains 33332 members 
Mstep: Class 11 contains 34787 members 
Mstep: Class 12 contains 49702 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73035 members 
Mstep: Class 15 contains 19830 members 
Mstep: Class 16 contains 12150 members 
Mstep: Class 17 contains 8692 members 
Mstep: Class 18 contains 188659 members 
Mstep: Class 19 contains 51574 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168337 members 
Mstep: Class 23 contains 23912 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9869 members 
Mstep: Class 27 contains 13935 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12790 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299166 members 
Mstep: Class 32 contains 10399 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498176.000000 Penalty: 112415.234375
Iteration 459Q: 33 clusters Score -1.614982e+08 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15583 members 
Mstep: Class 4 contains 166615 members 
Mstep: Class 5 contains 157418 members 
Mstep: Class 6 contains 25626 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9124 members 
Mstep: Class 10 contains 33323 members 
Mstep: Class 11 contains 34786 members 
Mstep: Class 12 contains 49695 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73020 members 
Mstep: Class 15 contains 19832 members 
Mstep: Class 16 contains 12153 members 
Mstep: Class 17 contains 8691 members 
Mstep: Class 18 contains 188649 members 
Mstep: Class 19 contains 51576 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168388 members 
Mstep: Class 23 contains 23912 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 13937 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12779 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299180 members 
Mstep: Class 32 contains 10403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498224.000000 Penalty: 112415.234375
Iteration 460F: 33 clusters Score -1.614982e+08 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15578 members 
Mstep: Class 4 contains 166601 members 
Mstep: Class 5 contains 157435 members 
Mstep: Class 6 contains 25629 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 33310 members 
Mstep: Class 11 contains 34788 members 
Mstep: Class 12 contains 49690 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 73003 members 
Mstep: Class 15 contains 19837 members 
Mstep: Class 16 contains 12155 members 
Mstep: Class 17 contains 8688 members 
Mstep: Class 18 contains 188632 members 
Mstep: Class 19 contains 51577 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168433 members 
Mstep: Class 23 contains 23911 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9876 members 
Mstep: Class 27 contains 13935 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12766 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299187 members 
Mstep: Class 32 contains 10408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498512.000000 Penalty: 112415.234375
Iteration 461Q: 33 clusters Score -1.614985e+08 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15575 members 
Mstep: Class 4 contains 166570 members 
Mstep: Class 5 contains 157437 members 
Mstep: Class 6 contains 25638 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 33305 members 
Mstep: Class 11 contains 34790 members 
Mstep: Class 12 contains 49686 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72981 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 12155 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 188649 members 
Mstep: Class 19 contains 51577 members 
Mstep: Class 20 contains 12230 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168471 members 
Mstep: Class 23 contains 23912 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9875 members 
Mstep: Class 27 contains 13930 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12744 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299196 members 
Mstep: Class 32 contains 10426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498432.000000 Penalty: 112415.234375
Iteration 462Q: 33 clusters Score -1.614984e+08 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15570 members 
Mstep: Class 4 contains 166533 members 
Mstep: Class 5 contains 157447 members 
Mstep: Class 6 contains 25640 members 
Mstep: Class 7 contains 3520 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 9124 members 
Mstep: Class 10 contains 33299 members 
Mstep: Class 11 contains 34791 members 
Mstep: Class 12 contains 49687 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72972 members 
Mstep: Class 15 contains 19837 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 188658 members 
Mstep: Class 19 contains 51567 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168525 members 
Mstep: Class 23 contains 23913 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9874 members 
Mstep: Class 27 contains 13929 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12736 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299189 members 
Mstep: Class 32 contains 10435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498304.000000 Penalty: 112415.234375
Iteration 463Q: 33 clusters Score -1.614983e+08 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15563 members 
Mstep: Class 4 contains 166504 members 
Mstep: Class 5 contains 157435 members 
Mstep: Class 6 contains 25641 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9122 members 
Mstep: Class 10 contains 33291 members 
Mstep: Class 11 contains 34789 members 
Mstep: Class 12 contains 49685 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72962 members 
Mstep: Class 15 contains 19835 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 188668 members 
Mstep: Class 19 contains 51549 members 
Mstep: Class 20 contains 12229 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168572 members 
Mstep: Class 23 contains 23918 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9876 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12731 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299217 members 
Mstep: Class 32 contains 10443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498512.000000 Penalty: 112415.234375
Iteration 464Q: 33 clusters Score -1.614985e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15561 members 
Mstep: Class 4 contains 166473 members 
Mstep: Class 5 contains 157426 members 
Mstep: Class 6 contains 25643 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 2576 members 
Mstep: Class 9 contains 9122 members 
Mstep: Class 10 contains 33283 members 
Mstep: Class 11 contains 34786 members 
Mstep: Class 12 contains 49686 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72958 members 
Mstep: Class 15 contains 19837 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 188650 members 
Mstep: Class 19 contains 51539 members 
Mstep: Class 20 contains 12228 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168616 members 
Mstep: Class 23 contains 23918 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9881 members 
Mstep: Class 27 contains 13919 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12723 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299256 members 
Mstep: Class 32 contains 10446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498496.000000 Penalty: 112415.234375
Iteration 465Q: 33 clusters Score -1.614985e+08 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15556 members 
Mstep: Class 4 contains 166460 members 
Mstep: Class 5 contains 157413 members 
Mstep: Class 6 contains 25646 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 2575 members 
Mstep: Class 9 contains 9122 members 
Mstep: Class 10 contains 33273 members 
Mstep: Class 11 contains 34786 members 
Mstep: Class 12 contains 49687 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72954 members 
Mstep: Class 15 contains 19838 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 188645 members 
Mstep: Class 19 contains 51523 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168680 members 
Mstep: Class 23 contains 23919 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9885 members 
Mstep: Class 27 contains 13921 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12705 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299262 members 
Mstep: Class 32 contains 10451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498592.000000 Penalty: 112415.234375
Iteration 466Q: 33 clusters Score -1.614986e+08 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15543 members 
Mstep: Class 4 contains 166436 members 
Mstep: Class 5 contains 157424 members 
Mstep: Class 6 contains 25652 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 2577 members 
Mstep: Class 9 contains 9126 members 
Mstep: Class 10 contains 33267 members 
Mstep: Class 11 contains 34786 members 
Mstep: Class 12 contains 49679 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72955 members 
Mstep: Class 15 contains 19839 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 8687 members 
Mstep: Class 18 contains 188649 members 
Mstep: Class 19 contains 51512 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168715 members 
Mstep: Class 23 contains 23917 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9891 members 
Mstep: Class 27 contains 13918 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12687 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299282 members 
Mstep: Class 32 contains 10448 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498400.000000 Penalty: 112415.234375
Iteration 467Q: 33 clusters Score -1.614984e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15534 members 
Mstep: Class 4 contains 166398 members 
Mstep: Class 5 contains 157441 members 
Mstep: Class 6 contains 25656 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 2578 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 33266 members 
Mstep: Class 11 contains 34786 members 
Mstep: Class 12 contains 49674 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72941 members 
Mstep: Class 15 contains 19837 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 8686 members 
Mstep: Class 18 contains 188632 members 
Mstep: Class 19 contains 51506 members 
Mstep: Class 20 contains 12225 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168774 members 
Mstep: Class 23 contains 23916 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9899 members 
Mstep: Class 27 contains 13906 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12676 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299312 members 
Mstep: Class 32 contains 10450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498240.000000 Penalty: 112415.234375
Iteration 468Q: 33 clusters Score -1.614982e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15526 members 
Mstep: Class 4 contains 166350 members 
Mstep: Class 5 contains 157476 members 
Mstep: Class 6 contains 25659 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 2579 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 33260 members 
Mstep: Class 11 contains 34786 members 
Mstep: Class 12 contains 49669 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72931 members 
Mstep: Class 15 contains 19832 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 8684 members 
Mstep: Class 18 contains 188623 members 
Mstep: Class 19 contains 51501 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168841 members 
Mstep: Class 23 contains 23920 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9909 members 
Mstep: Class 27 contains 13897 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12659 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299318 members 
Mstep: Class 32 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498192.000000 Penalty: 112415.234375
Iteration 469Q: 33 clusters Score -1.614982e+08 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15515 members 
Mstep: Class 4 contains 166313 members 
Mstep: Class 5 contains 157494 members 
Mstep: Class 6 contains 25669 members 
Mstep: Class 7 contains 3520 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 9124 members 
Mstep: Class 10 contains 33250 members 
Mstep: Class 11 contains 34788 members 
Mstep: Class 12 contains 49659 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72924 members 
Mstep: Class 15 contains 19834 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 188629 members 
Mstep: Class 19 contains 51497 members 
Mstep: Class 20 contains 12226 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168916 members 
Mstep: Class 23 contains 23919 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9918 members 
Mstep: Class 27 contains 13887 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12650 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299296 members 
Mstep: Class 32 contains 10457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498336.000000 Penalty: 112415.234375
Iteration 470Q: 33 clusters Score -1.614983e+08 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 659 members 
Mstep: Class 3 contains 15505 members 
Mstep: Class 4 contains 166253 members 
Mstep: Class 5 contains 157498 members 
Mstep: Class 6 contains 25678 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 9123 members 
Mstep: Class 10 contains 33250 members 
Mstep: Class 11 contains 34788 members 
Mstep: Class 12 contains 49655 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72920 members 
Mstep: Class 15 contains 19836 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 188650 members 
Mstep: Class 19 contains 51494 members 
Mstep: Class 20 contains 12224 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 168989 members 
Mstep: Class 23 contains 23918 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9933 members 
Mstep: Class 27 contains 13883 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12632 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299289 members 
Mstep: Class 32 contains 10455 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498400.000000 Penalty: 112415.234375
Iteration 471Q: 33 clusters Score -1.614984e+08 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15490 members 
Mstep: Class 4 contains 166203 members 
Mstep: Class 5 contains 157526 members 
Mstep: Class 6 contains 25696 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 33246 members 
Mstep: Class 11 contains 34786 members 
Mstep: Class 12 contains 49646 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72914 members 
Mstep: Class 15 contains 19835 members 
Mstep: Class 16 contains 12156 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 188679 members 
Mstep: Class 19 contains 51493 members 
Mstep: Class 20 contains 12223 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169043 members 
Mstep: Class 23 contains 23919 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9951 members 
Mstep: Class 27 contains 13868 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12611 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299273 members 
Mstep: Class 32 contains 10454 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498064.000000 Penalty: 112415.234375
Iteration 472Q: 33 clusters Score -1.614981e+08 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15468 members 
Mstep: Class 4 contains 166142 members 
Mstep: Class 5 contains 157558 members 
Mstep: Class 6 contains 25702 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2582 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 33240 members 
Mstep: Class 11 contains 34782 members 
Mstep: Class 12 contains 49642 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72913 members 
Mstep: Class 15 contains 19837 members 
Mstep: Class 16 contains 12157 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 188694 members 
Mstep: Class 19 contains 51495 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169087 members 
Mstep: Class 23 contains 23920 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9971 members 
Mstep: Class 27 contains 13853 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12599 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299284 members 
Mstep: Class 32 contains 10449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498064.000000 Penalty: 112415.234375
Iteration 473Q: 33 clusters Score -1.614981e+08 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15451 members 
Mstep: Class 4 contains 166108 members 
Mstep: Class 5 contains 157599 members 
Mstep: Class 6 contains 25718 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 9119 members 
Mstep: Class 10 contains 33235 members 
Mstep: Class 11 contains 34781 members 
Mstep: Class 12 contains 49638 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72901 members 
Mstep: Class 15 contains 19842 members 
Mstep: Class 16 contains 12157 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 188684 members 
Mstep: Class 19 contains 51497 members 
Mstep: Class 20 contains 12222 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169136 members 
Mstep: Class 23 contains 23918 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 9989 members 
Mstep: Class 27 contains 13836 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12588 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299278 members 
Mstep: Class 32 contains 10440 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498144.000000 Penalty: 112415.234375
Iteration 474Q: 33 clusters Score -1.614981e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15436 members 
Mstep: Class 4 contains 166077 members 
Mstep: Class 5 contains 157630 members 
Mstep: Class 6 contains 25734 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 9120 members 
Mstep: Class 10 contains 33233 members 
Mstep: Class 11 contains 34777 members 
Mstep: Class 12 contains 49633 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72887 members 
Mstep: Class 15 contains 19845 members 
Mstep: Class 16 contains 12157 members 
Mstep: Class 17 contains 8682 members 
Mstep: Class 18 contains 188683 members 
Mstep: Class 19 contains 51488 members 
Mstep: Class 20 contains 12221 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169172 members 
Mstep: Class 23 contains 23917 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10007 members 
Mstep: Class 27 contains 13824 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12582 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299282 members 
Mstep: Class 32 contains 10433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498352.000000 Penalty: 112415.234375
Iteration 475Q: 33 clusters Score -1.614984e+08 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15415 members 
Mstep: Class 4 contains 166038 members 
Mstep: Class 5 contains 157662 members 
Mstep: Class 6 contains 25742 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 9121 members 
Mstep: Class 10 contains 33233 members 
Mstep: Class 11 contains 34776 members 
Mstep: Class 12 contains 49627 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 19846 members 
Mstep: Class 16 contains 12157 members 
Mstep: Class 17 contains 8683 members 
Mstep: Class 18 contains 188704 members 
Mstep: Class 19 contains 51481 members 
Mstep: Class 20 contains 12217 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169197 members 
Mstep: Class 23 contains 23913 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10028 members 
Mstep: Class 27 contains 13814 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12574 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299284 members 
Mstep: Class 32 contains 10425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498256.000000 Penalty: 112415.234375
Iteration 476Q: 33 clusters Score -1.614983e+08 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15387 members 
Mstep: Class 4 contains 165989 members 
Mstep: Class 5 contains 157712 members 
Mstep: Class 6 contains 25748 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2583 members 
Mstep: Class 9 contains 9121 members 
Mstep: Class 10 contains 33228 members 
Mstep: Class 11 contains 34774 members 
Mstep: Class 12 contains 49615 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72879 members 
Mstep: Class 15 contains 19849 members 
Mstep: Class 16 contains 12157 members 
Mstep: Class 17 contains 8681 members 
Mstep: Class 18 contains 188720 members 
Mstep: Class 19 contains 51471 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169246 members 
Mstep: Class 23 contains 23914 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10054 members 
Mstep: Class 27 contains 13815 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12565 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299267 members 
Mstep: Class 32 contains 10412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498096.000000 Penalty: 112415.234375
Iteration 477Q: 33 clusters Score -1.614981e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15362 members 
Mstep: Class 4 contains 165948 members 
Mstep: Class 5 contains 157737 members 
Mstep: Class 6 contains 25750 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2585 members 
Mstep: Class 9 contains 9123 members 
Mstep: Class 10 contains 33226 members 
Mstep: Class 11 contains 34772 members 
Mstep: Class 12 contains 49616 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72882 members 
Mstep: Class 15 contains 19847 members 
Mstep: Class 16 contains 12157 members 
Mstep: Class 17 contains 8679 members 
Mstep: Class 18 contains 188705 members 
Mstep: Class 19 contains 51469 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169297 members 
Mstep: Class 23 contains 23915 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10080 members 
Mstep: Class 27 contains 13809 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12559 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299256 members 
Mstep: Class 32 contains 10413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498096.000000 Penalty: 112415.234375
Iteration 478Q: 33 clusters Score -1.614981e+08 nChanged 462
Entering ConstructFrom: 
Score: -161498096.000000 Penalty: 112415.234375
Entering ConstructFrom: 
Trying to split cluster 1 (7810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Entering Unmasked Estep 
Score: -869602.625000 Penalty: 2222.863770
	Iteration 0F: 2 clusters Score -869602.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -863346.000000 Penalty: 4445.727539
	Iteration 0F: 3 clusters Score -863346 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -865356.437500 Penalty: 4445.727539
	Iteration 1F: 3 clusters Score -865356.4 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -866050.250000 Penalty: 4445.727539
	Iteration 2F: 3 clusters Score -866050.2 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -866610.687500 Penalty: 4445.727539
	Iteration 3F: 3 clusters Score -866610.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -867054.312500 Penalty: 4445.727539
	Iteration 4F: 3 clusters Score -867054.3 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -867422.562500 Penalty: 4445.727539
	Iteration 5F: 3 clusters Score -867422.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -867707.312500 Penalty: 4445.727539
	Iteration 6F: 3 clusters Score -867707.3 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -867919.250000 Penalty: 4445.727539
	Iteration 7Q: 3 clusters Score -867919.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -868052.312500 Penalty: 4445.727539
	Iteration 8Q: 3 clusters Score -868052.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -868148.625000 Penalty: 4445.727539
	Iteration 9Q: 3 clusters Score -868148.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -868211.187500 Penalty: 4445.727539
	Iteration 10Q: 3 clusters Score -868211.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -868260.312500 Penalty: 4445.727539
	Iteration 11Q: 3 clusters Score -868260.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -868313.625000 Penalty: 4445.727539
	Iteration 12Q: 3 clusters Score -868313.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -868344.125000 Penalty: 4445.727539
	Iteration 13Q: 3 clusters Score -868344.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -868372.625000 Penalty: 4445.727539
	Iteration 14Q: 3 clusters Score -868372.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -868398.000000 Penalty: 4445.727539
	Iteration 15Q: 3 clusters Score -868398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -868411.625000 Penalty: 4445.727539
	Iteration 16Q: 3 clusters Score -868411.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -868423.187500 Penalty: 4445.727539
	Iteration 17Q: 3 clusters Score -868423.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -868441.375000 Penalty: 4445.727539
	Iteration 18Q: 3 clusters Score -868441.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -868458.937500 Penalty: 4445.727539
	Iteration 19Q: 3 clusters Score -868458.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -868476.687500 Penalty: 4445.727539
	Iteration 20F: 3 clusters Score -868476.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -868487.562500 Penalty: 4445.727539
	Iteration 21Q: 3 clusters Score -868487.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -868497.250000 Penalty: 4445.727539
	Iteration 22Q: 3 clusters Score -868497.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -868503.312500 Penalty: 4445.727539
	Iteration 23Q: 3 clusters Score -868503.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -868510.687500 Penalty: 4445.727539
	Iteration 24Q: 3 clusters Score -868510.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -868515.375000 Penalty: 4445.727539
	Iteration 25Q: 3 clusters Score -868515.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -868520.250000 Penalty: 4445.727539
	Iteration 26Q: 3 clusters Score -868520.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -868521.500000 Penalty: 4445.727539
	Iteration 27Q: 3 clusters Score -868521.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -868521.750000 Penalty: 4445.727539
	Iteration 28Q: 3 clusters Score -868521.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -868523.500000 Penalty: 4445.727539
	Iteration 29Q: 3 clusters Score -868523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -868524.562500 Penalty: 4445.727539
	Iteration 30Q: 3 clusters Score -868524.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -868524.375000 Penalty: 4445.727539
	Iteration 31Q: 3 clusters Score -868524.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -868524.375000 Penalty: 4445.727539
	Iteration 32F: 3 clusters Score -868524.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Entering Unmasked Estep 
Score: -52323.472656 Penalty: 1609.322754
	Iteration 0F: 2 clusters Score -52323.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -50718.167969 Penalty: 3218.645508
	Iteration 0F: 3 clusters Score -50718.17 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -51119.304688 Penalty: 3218.645508
	Iteration 1F: 3 clusters Score -51119.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -51566.675781 Penalty: 3218.645508
	Iteration 2F: 3 clusters Score -51566.68 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -51786.335938 Penalty: 3218.645508
	Iteration 3F: 3 clusters Score -51786.34 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -51940.375000 Penalty: 3218.645508
	Iteration 4F: 3 clusters Score -51940.38 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -52079.589844 Penalty: 3218.645508
	Iteration 5Q: 3 clusters Score -52079.59 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -52152.222656 Penalty: 3218.645508
	Iteration 6Q: 3 clusters Score -52152.22 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -52201.105469 Penalty: 3218.645508
	Iteration 7Q: 3 clusters Score -52201.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -52237.917969 Penalty: 3218.645508
	Iteration 8Q: 3 clusters Score -52237.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -52269.976562 Penalty: 3218.645508
	Iteration 9Q: 3 clusters Score -52269.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -52284.949219 Penalty: 3218.645508
	Iteration 10Q: 3 clusters Score -52284.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -52301.464844 Penalty: 3218.645508
	Iteration 11Q: 3 clusters Score -52301.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -52309.289062 Penalty: 3218.645508
	Iteration 12Q: 3 clusters Score -52309.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -52316.066406 Penalty: 3218.645508
	Iteration 13Q: 3 clusters Score -52316.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -52316.066406 Penalty: 3218.645508
	Iteration 14F: 3 clusters Score -52316.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (15334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Entering Unmasked Estep 
Score: -1699910.625000 Penalty: 2390.181396
	Iteration 0F: 2 clusters Score -1699911 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -1688934.375000 Penalty: 4780.362793
	Iteration 0F: 3 clusters Score -1688934 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1692635.250000 Penalty: 4780.362793
	Iteration 1F: 3 clusters Score -1692635 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1693133.875000 Penalty: 4780.362793
	Iteration 2F: 3 clusters Score -1693134 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1693602.375000 Penalty: 4780.362793
	Iteration 3F: 3 clusters Score -1693602 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -1694053.500000 Penalty: 4780.362793
	Iteration 4F: 3 clusters Score -1694054 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1694542.375000 Penalty: 4780.362793
	Iteration 5F: 3 clusters Score -1694542 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1695036.625000 Penalty: 4780.362793
	Iteration 6F: 3 clusters Score -1695037 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -1695501.750000 Penalty: 4780.362793
	Iteration 7Q: 3 clusters Score -1695502 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1696047.375000 Penalty: 4780.362793
	Iteration 8Q: 3 clusters Score -1696047 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1696550.625000 Penalty: 4780.362793
	Iteration 9Q: 3 clusters Score -1696551 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9535 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1697020.750000 Penalty: 4780.362793
	Iteration 10Q: 3 clusters Score -1697021 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9443 members 
Mstep: Class 2 contains 5891 members 
Entering Unmasked Estep 
Score: -1697410.125000 Penalty: 4780.362793
	Iteration 11Q: 3 clusters Score -1697410 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1697675.625000 Penalty: 4780.362793
	Iteration 12Q: 3 clusters Score -1697676 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1697836.125000 Penalty: 4780.362793
	Iteration 13Q: 3 clusters Score -1697836 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1697923.875000 Penalty: 4780.362793
	Iteration 14Q: 3 clusters Score -1697924 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1697971.875000 Penalty: 4780.362793
	Iteration 15Q: 3 clusters Score -1697972 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8960 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1698006.375000 Penalty: 4780.362793
	Iteration 16Q: 3 clusters Score -1698006 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1698027.500000 Penalty: 4780.362793
	Iteration 17Q: 3 clusters Score -1698028 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1698045.375000 Penalty: 4780.362793
	Iteration 18Q: 3 clusters Score -1698045 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1698065.750000 Penalty: 4780.362793
	Iteration 19Q: 3 clusters Score -1698066 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1698082.625000 Penalty: 4780.362793
	Iteration 20F: 3 clusters Score -1698083 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -1698092.125000 Penalty: 4780.362793
	Iteration 21Q: 3 clusters Score -1698092 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1698099.000000 Penalty: 4780.362793
	Iteration 22Q: 3 clusters Score -1698099 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1698100.250000 Penalty: 4780.362793
	Iteration 23Q: 3 clusters Score -1698100 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1698110.500000 Penalty: 4780.362793
	Iteration 24Q: 3 clusters Score -1698110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -1698117.500000 Penalty: 4780.362793
	Iteration 25Q: 3 clusters Score -1698118 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -1698123.250000 Penalty: 4780.362793
	Iteration 26Q: 3 clusters Score -1698123 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1698122.000000 Penalty: 4780.362793
	Iteration 27Q: 3 clusters Score -1698122 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1698128.500000 Penalty: 4780.362793
	Iteration 28Q: 3 clusters Score -1698128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1698130.625000 Penalty: 4780.362793
	Iteration 29Q: 3 clusters Score -1698131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 6980 members 
Entering Unmasked Estep 
Score: -1698136.625000 Penalty: 4780.362793
	Iteration 30Q: 3 clusters Score -1698137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1698146.625000 Penalty: 4780.362793
	Iteration 31Q: 3 clusters Score -1698147 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -1698148.750000 Penalty: 4780.362793
	Iteration 32Q: 3 clusters Score -1698149 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8254 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1698157.375000 Penalty: 4780.362793
	Iteration 33Q: 3 clusters Score -1698157 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -1698159.375000 Penalty: 4780.362793
	Iteration 34Q: 3 clusters Score -1698159 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -1698166.000000 Penalty: 4780.362793
	Iteration 35Q: 3 clusters Score -1698166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -1698170.000000 Penalty: 4780.362793
	Iteration 36Q: 3 clusters Score -1698170 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1698175.625000 Penalty: 4780.362793
	Iteration 37Q: 3 clusters Score -1698176 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1698173.000000 Penalty: 4780.362793
	Iteration 38Q: 3 clusters Score -1698173 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -1698186.125000 Penalty: 4780.362793
	Iteration 39Q: 3 clusters Score -1698186 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -1698186.000000 Penalty: 4780.362793
	Iteration 40F: 3 clusters Score -1698186 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1698202.875000 Penalty: 4780.362793
	Iteration 41Q: 3 clusters Score -1698203 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 7435 members 
Entering Unmasked Estep 
Score: -1698215.125000 Penalty: 4780.362793
	Iteration 42Q: 3 clusters Score -1698215 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1698226.375000 Penalty: 4780.362793
	Iteration 43Q: 3 clusters Score -1698226 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -1698235.250000 Penalty: 4780.362793
	Iteration 44Q: 3 clusters Score -1698235 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1698242.875000 Penalty: 4780.362793
	Iteration 45Q: 3 clusters Score -1698243 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1698255.250000 Penalty: 4780.362793
	Iteration 46Q: 3 clusters Score -1698255 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1698269.375000 Penalty: 4780.362793
	Iteration 47Q: 3 clusters Score -1698269 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -1698288.125000 Penalty: 4780.362793
	Iteration 48Q: 3 clusters Score -1698288 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -1698303.250000 Penalty: 4780.362793
	Iteration 49Q: 3 clusters Score -1698303 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1698321.000000 Penalty: 4780.362793
	Iteration 50Q: 3 clusters Score -1698321 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1698344.250000 Penalty: 4780.362793
	Iteration 51Q: 3 clusters Score -1698344 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1698367.625000 Penalty: 4780.362793
	Iteration 52Q: 3 clusters Score -1698368 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1698400.125000 Penalty: 4780.362793
	Iteration 53Q: 3 clusters Score -1698400 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1698422.000000 Penalty: 4780.362793
	Iteration 54Q: 3 clusters Score -1698422 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1698450.000000 Penalty: 4780.362793
	Iteration 55Q: 3 clusters Score -1698450 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -1698468.875000 Penalty: 4780.362793
	Iteration 56Q: 3 clusters Score -1698469 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 8503 members 
Entering Unmasked Estep 
Score: -1698487.625000 Penalty: 4780.362793
	Iteration 57Q: 3 clusters Score -1698488 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 8571 members 
Entering Unmasked Estep 
Score: -1698502.375000 Penalty: 4780.362793
	Iteration 58Q: 3 clusters Score -1698502 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1698519.500000 Penalty: 4780.362793
	Iteration 59Q: 3 clusters Score -1698520 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1698530.250000 Penalty: 4780.362793
	Iteration 60F: 3 clusters Score -1698530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -1698548.250000 Penalty: 4780.362793
	Iteration 61Q: 3 clusters Score -1698548 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1698558.250000 Penalty: 4780.362793
	Iteration 62Q: 3 clusters Score -1698558 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1698563.875000 Penalty: 4780.362793
	Iteration 63Q: 3 clusters Score -1698564 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1698569.375000 Penalty: 4780.362793
	Iteration 64Q: 3 clusters Score -1698569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1698570.250000 Penalty: 4780.362793
	Iteration 65Q: 3 clusters Score -1698570 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -1698575.875000 Penalty: 4780.362793
	Iteration 66Q: 3 clusters Score -1698576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -1698576.000000 Penalty: 4780.362793
	Iteration 67Q: 3 clusters Score -1698576 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1698583.375000 Penalty: 4780.362793
	Iteration 68Q: 3 clusters Score -1698583 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1698582.625000 Penalty: 4780.362793
	Iteration 69Q: 3 clusters Score -1698583 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 9039 members 
Entering Unmasked Estep 
Score: -1698587.500000 Penalty: 4780.362793
	Iteration 70Q: 3 clusters Score -1698588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1698588.250000 Penalty: 4780.362793
	Iteration 71Q: 3 clusters Score -1698588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1698589.875000 Penalty: 4780.362793
	Iteration 72Q: 3 clusters Score -1698590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -1698598.250000 Penalty: 4780.362793
	Iteration 73Q: 3 clusters Score -1698598 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -1698602.750000 Penalty: 4780.362793
	Iteration 74Q: 3 clusters Score -1698603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1698599.000000 Penalty: 4780.362793
	Iteration 75Q: 3 clusters Score -1698599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1698602.250000 Penalty: 4780.362793
	Iteration 76Q: 3 clusters Score -1698602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -1698611.125000 Penalty: 4780.362793
	Iteration 77Q: 3 clusters Score -1698611 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1698617.500000 Penalty: 4780.362793
	Iteration 78Q: 3 clusters Score -1698618 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1698616.875000 Penalty: 4780.362793
	Iteration 79Q: 3 clusters Score -1698617 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1698619.250000 Penalty: 4780.362793
	Iteration 80F: 3 clusters Score -1698619 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1698621.875000 Penalty: 4780.362793
	Iteration 81Q: 3 clusters Score -1698622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1698627.000000 Penalty: 4780.362793
	Iteration 82Q: 3 clusters Score -1698627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1698631.375000 Penalty: 4780.362793
	Iteration 83Q: 3 clusters Score -1698631 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -1698632.125000 Penalty: 4780.362793
	Iteration 84Q: 3 clusters Score -1698632 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -1698638.875000 Penalty: 4780.362793
	Iteration 85Q: 3 clusters Score -1698639 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1698641.250000 Penalty: 4780.362793
	Iteration 86Q: 3 clusters Score -1698641 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5930 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -1698649.500000 Penalty: 4780.362793
	Iteration 87Q: 3 clusters Score -1698650 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -1698648.875000 Penalty: 4780.362793
	Iteration 88Q: 3 clusters Score -1698649 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 9438 members 
Entering Unmasked Estep 
Score: -1698653.625000 Penalty: 4780.362793
	Iteration 89Q: 3 clusters Score -1698654 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 9455 members 
Entering Unmasked Estep 
Score: -1698649.750000 Penalty: 4780.362793
	Iteration 90Q: 3 clusters Score -1698650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -1698653.375000 Penalty: 4780.362793
	Iteration 91Q: 3 clusters Score -1698653 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1698650.000000 Penalty: 4780.362793
	Iteration 92Q: 3 clusters Score -1698650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1698652.250000 Penalty: 4780.362793
	Iteration 93Q: 3 clusters Score -1698652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -1698653.750000 Penalty: 4780.362793
	Iteration 94Q: 3 clusters Score -1698654 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -1698652.250000 Penalty: 4780.362793
	Iteration 95Q: 3 clusters Score -1698652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1698650.625000 Penalty: 4780.362793
	Iteration 96Q: 3 clusters Score -1698651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1698654.000000 Penalty: 4780.362793
	Iteration 97Q: 3 clusters Score -1698654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -1698653.500000 Penalty: 4780.362793
	Iteration 98Q: 3 clusters Score -1698654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -1698653.875000 Penalty: 4780.362793
	Iteration 99Q: 3 clusters Score -1698654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1698657.000000 Penalty: 4780.362793
	Iteration 100F: 3 clusters Score -1698657 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -1698656.000000 Penalty: 4780.362793
	Iteration 101Q: 3 clusters Score -1698656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1698659.250000 Penalty: 4780.362793
	Iteration 102Q: 3 clusters Score -1698659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1698657.250000 Penalty: 4780.362793
	Iteration 103Q: 3 clusters Score -1698657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 9548 members 
Entering Unmasked Estep 
Score: -1698658.000000 Penalty: 4780.362793
	Iteration 104Q: 3 clusters Score -1698658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -1698661.625000 Penalty: 4780.362793
	Iteration 105Q: 3 clusters Score -1698662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -1698660.875000 Penalty: 4780.362793
	Iteration 106Q: 3 clusters Score -1698661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1698665.250000 Penalty: 4780.362793
	Iteration 107Q: 3 clusters Score -1698665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1698662.375000 Penalty: 4780.362793
	Iteration 108Q: 3 clusters Score -1698662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -1698667.125000 Penalty: 4780.362793
	Iteration 109Q: 3 clusters Score -1698667 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1698665.125000 Penalty: 4780.362793
	Iteration 110Q: 3 clusters Score -1698665 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -1698665.125000 Penalty: 4780.362793
	Iteration 111F: 3 clusters Score -1698665 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (165928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165928 members 
Entering Unmasked Estep 
Score: -19578244.000000 Penalty: 2980.788574
	Iteration 0F: 2 clusters Score -1.957824e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83195 members 
Mstep: Class 2 contains 82733 members 
Entering Unmasked Estep 
Score: -19467116.000000 Penalty: 5961.577148
	Iteration 0F: 3 clusters Score -1.946712e+07 nChanged 79386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86983 members 
Mstep: Class 2 contains 78945 members 
Entering Unmasked Estep 
Score: -19514348.000000 Penalty: 5961.577148
	Iteration 1F: 3 clusters Score -1.951435e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89342 members 
Mstep: Class 2 contains 76586 members 
Entering Unmasked Estep 
Score: -19515698.000000 Penalty: 5961.577148
	Iteration 2Q: 3 clusters Score -1.95157e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92876 members 
Mstep: Class 2 contains 73052 members 
Entering Unmasked Estep 
Score: -19517348.000000 Penalty: 5961.577148
	Iteration 3Q: 3 clusters Score -1.951735e+07 nChanged 6925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98325 members 
Mstep: Class 2 contains 67603 members 
Entering Unmasked Estep 
Score: -19520096.000000 Penalty: 5961.577148
	Iteration 4Q: 3 clusters Score -1.95201e+07 nChanged 8772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106183 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -19524610.000000 Penalty: 5961.577148
	Iteration 5F: 3 clusters Score -1.952461e+07 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116769 members 
Mstep: Class 2 contains 49159 members 
Entering Unmasked Estep 
Score: -19532118.000000 Penalty: 5961.577148
	Iteration 6F: 3 clusters Score -1.953212e+07 nChanged 12841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129422 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -19542768.000000 Penalty: 5961.577148
	Iteration 7F: 3 clusters Score -1.954277e+07 nChanged 12719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142063 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -19554878.000000 Penalty: 5961.577148
	Iteration 8F: 3 clusters Score -1.955488e+07 nChanged 9850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151839 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -19563966.000000 Penalty: 5961.577148
	Iteration 9F: 3 clusters Score -1.956397e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157949 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -19569384.000000 Penalty: 5961.577148
	Iteration 10Q: 3 clusters Score -1.956938e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161397 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -19572372.000000 Penalty: 5961.577148
	Iteration 11Q: 3 clusters Score -1.957237e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163289 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -19573844.000000 Penalty: 5961.577148
	Iteration 12Q: 3 clusters Score -1.957384e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164306 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -19574652.000000 Penalty: 5961.577148
	Iteration 13Q: 3 clusters Score -1.957465e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164848 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -19575176.000000 Penalty: 5961.577148
	Iteration 14Q: 3 clusters Score -1.957518e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165087 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -19575376.000000 Penalty: 5961.577148
	Iteration 15Q: 3 clusters Score -1.957538e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165215 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -19575486.000000 Penalty: 5961.577148
	Iteration 16Q: 3 clusters Score -1.957549e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165294 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -19575556.000000 Penalty: 5961.577148
	Iteration 17Q: 3 clusters Score -1.957556e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165351 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -19575608.000000 Penalty: 5961.577148
	Iteration 18Q: 3 clusters Score -1.957561e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165385 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -19575618.000000 Penalty: 5961.577148
	Iteration 19Q: 3 clusters Score -1.957562e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165399 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -19575632.000000 Penalty: 5961.577148
	Iteration 20F: 3 clusters Score -1.957563e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -19575638.000000 Penalty: 5961.577148
	Iteration 21Q: 3 clusters Score -1.957564e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165419 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19575642.000000 Penalty: 5961.577148
	Iteration 22Q: 3 clusters Score -1.957564e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165422 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -19575644.000000 Penalty: 5961.577148
	Iteration 23Q: 3 clusters Score -1.957564e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165425 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -19575652.000000 Penalty: 5961.577148
	Iteration 24Q: 3 clusters Score -1.957565e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165426 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -19575664.000000 Penalty: 5961.577148
	Iteration 25Q: 3 clusters Score -1.957566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165427 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -19575666.000000 Penalty: 5961.577148
	Iteration 26Q: 3 clusters Score -1.957567e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165427 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -19575684.000000 Penalty: 5961.577148
	Iteration 27Q: 3 clusters Score -1.957568e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165429 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -19575664.000000 Penalty: 5961.577148
	Iteration 28Q: 3 clusters Score -1.957566e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165430 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -19575662.000000 Penalty: 5961.577148
	Iteration 29Q: 3 clusters Score -1.957566e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165432 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -19575656.000000 Penalty: 5961.577148
	Iteration 30Q: 3 clusters Score -1.957566e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165432 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -19575656.000000 Penalty: 5961.577148
	Iteration 31F: 3 clusters Score -1.957566e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (157770 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157770 members 
Entering Unmasked Estep 
Score: -18545744.000000 Penalty: 2968.285645
	Iteration 0F: 2 clusters Score -1.854574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78868 members 
Mstep: Class 2 contains 78902 members 
Entering Unmasked Estep 
Score: -18440404.000000 Penalty: 5936.571289
	Iteration 0F: 3 clusters Score -1.84404e+07 nChanged 75449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77959 members 
Mstep: Class 2 contains 79811 members 
Entering Unmasked Estep 
Score: -18483916.000000 Penalty: 5936.571289
	Iteration 1F: 3 clusters Score -1.848392e+07 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77411 members 
Mstep: Class 2 contains 80359 members 
Entering Unmasked Estep 
Score: -18484520.000000 Penalty: 5936.571289
	Iteration 2Q: 3 clusters Score -1.848452e+07 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 81226 members 
Entering Unmasked Estep 
Score: -18485290.000000 Penalty: 5936.571289
	Iteration 3Q: 3 clusters Score -1.848529e+07 nChanged 3993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75235 members 
Mstep: Class 2 contains 82535 members 
Entering Unmasked Estep 
Score: -18486064.000000 Penalty: 5936.571289
	Iteration 4Q: 3 clusters Score -1.848606e+07 nChanged 4315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73170 members 
Mstep: Class 2 contains 84600 members 
Entering Unmasked Estep 
Score: -18486944.000000 Penalty: 5936.571289
	Iteration 5Q: 3 clusters Score -1.848694e+07 nChanged 4896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70076 members 
Mstep: Class 2 contains 87694 members 
Entering Unmasked Estep 
Score: -18488170.000000 Penalty: 5936.571289
	Iteration 6Q: 3 clusters Score -1.848817e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65326 members 
Mstep: Class 2 contains 92444 members 
Entering Unmasked Estep 
Score: -18490486.000000 Penalty: 5936.571289
	Iteration 7Q: 3 clusters Score -1.849049e+07 nChanged 7434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 99058 members 
Entering Unmasked Estep 
Score: -18493924.000000 Penalty: 5936.571289
	Iteration 8Q: 3 clusters Score -1.849392e+07 nChanged 9527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49695 members 
Mstep: Class 2 contains 108075 members 
Entering Unmasked Estep 
Score: -18499896.000000 Penalty: 5936.571289
	Iteration 9F: 3 clusters Score -1.84999e+07 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 119466 members 
Entering Unmasked Estep 
Score: -18509200.000000 Penalty: 5936.571289
	Iteration 10F: 3 clusters Score -1.85092e+07 nChanged 12570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25922 members 
Mstep: Class 2 contains 131848 members 
Entering Unmasked Estep 
Score: -18520434.000000 Penalty: 5936.571289
	Iteration 11F: 3 clusters Score -1.852043e+07 nChanged 10757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 142553 members 
Entering Unmasked Estep 
Score: -18530618.000000 Penalty: 5936.571289
	Iteration 12F: 3 clusters Score -1.853062e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 149830 members 
Entering Unmasked Estep 
Score: -18537364.000000 Penalty: 5936.571289
	Iteration 13Q: 3 clusters Score -1.853736e+07 nChanged 4045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 153871 members 
Entering Unmasked Estep 
Score: -18540652.000000 Penalty: 5936.571289
	Iteration 14Q: 3 clusters Score -1.854065e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 155890 members 
Entering Unmasked Estep 
Score: -18542146.000000 Penalty: 5936.571289
	Iteration 15Q: 3 clusters Score -1.854215e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 156727 members 
Entering Unmasked Estep 
Score: -18542670.000000 Penalty: 5936.571289
	Iteration 16Q: 3 clusters Score -1.854267e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 157089 members 
Entering Unmasked Estep 
Score: -18542908.000000 Penalty: 5936.571289
	Iteration 17Q: 3 clusters Score -1.854291e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 157254 members 
Entering Unmasked Estep 
Score: -18543008.000000 Penalty: 5936.571289
	Iteration 18Q: 3 clusters Score -1.854301e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 157332 members 
Entering Unmasked Estep 
Score: -18543076.000000 Penalty: 5936.571289
	Iteration 19Q: 3 clusters Score -1.854308e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 157370 members 
Entering Unmasked Estep 
Score: -18543102.000000 Penalty: 5936.571289
	Iteration 20F: 3 clusters Score -1.85431e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 157380 members 
Entering Unmasked Estep 
Score: -18543110.000000 Penalty: 5936.571289
	Iteration 21Q: 3 clusters Score -1.854311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 157397 members 
Entering Unmasked Estep 
Score: -18543126.000000 Penalty: 5936.571289
	Iteration 22Q: 3 clusters Score -1.854313e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 157406 members 
Entering Unmasked Estep 
Score: -18543128.000000 Penalty: 5936.571289
	Iteration 23Q: 3 clusters Score -1.854313e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 157410 members 
Entering Unmasked Estep 
Score: -18543134.000000 Penalty: 5936.571289
	Iteration 24Q: 3 clusters Score -1.854313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 157412 members 
Entering Unmasked Estep 
Score: -18543138.000000 Penalty: 5936.571289
	Iteration 25Q: 3 clusters Score -1.854314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 157412 members 
Entering Unmasked Estep 
Score: -18543140.000000 Penalty: 5936.571289
	Iteration 26Q: 3 clusters Score -1.854314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 157412 members 
Entering Unmasked Estep 
Score: -18543140.000000 Penalty: 5936.571289
	Iteration 27F: 3 clusters Score -1.854314e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (25756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25756 members 
Entering Unmasked Estep 
Score: -3029735.750000 Penalty: 2518.792725
	Iteration 0F: 2 clusters Score -3029736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12873 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -3011813.000000 Penalty: 5037.585449
	Iteration 0F: 3 clusters Score -3011813 nChanged 11689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -3018083.500000 Penalty: 5037.585449
	Iteration 1F: 3 clusters Score -3018084 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12961 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3018403.750000 Penalty: 5037.585449
	Iteration 2Q: 3 clusters Score -3018404 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -3018686.000000 Penalty: 5037.585449
	Iteration 3Q: 3 clusters Score -3018686 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -3018949.250000 Penalty: 5037.585449
	Iteration 4Q: 3 clusters Score -3018949 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13599 members 
Mstep: Class 2 contains 12157 members 
Entering Unmasked Estep 
Score: -3019203.500000 Penalty: 5037.585449
	Iteration 5Q: 3 clusters Score -3019204 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13976 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -3019454.000000 Penalty: 5037.585449
	Iteration 6Q: 3 clusters Score -3019454 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3019694.250000 Penalty: 5037.585449
	Iteration 7Q: 3 clusters Score -3019694 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14960 members 
Mstep: Class 2 contains 10796 members 
Entering Unmasked Estep 
Score: -3019970.000000 Penalty: 5037.585449
	Iteration 8Q: 3 clusters Score -3019970 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -3020320.000000 Penalty: 5037.585449
	Iteration 9Q: 3 clusters Score -3020320 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3020816.500000 Penalty: 5037.585449
	Iteration 10Q: 3 clusters Score -3020816 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17587 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -3021457.250000 Penalty: 5037.585449
	Iteration 11Q: 3 clusters Score -3021457 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -3022253.000000 Penalty: 5037.585449
	Iteration 12F: 3 clusters Score -3022253 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3023214.750000 Penalty: 5037.585449
	Iteration 13F: 3 clusters Score -3023215 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -3024349.750000 Penalty: 5037.585449
	Iteration 14Q: 3 clusters Score -3024350 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -3025419.250000 Penalty: 5037.585449
	Iteration 15Q: 3 clusters Score -3025419 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3026533.250000 Penalty: 5037.585449
	Iteration 16Q: 3 clusters Score -3026533 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22686 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3027240.000000 Penalty: 5037.585449
	Iteration 17Q: 3 clusters Score -3027240 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22720 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -3027530.000000 Penalty: 5037.585449
	Iteration 18Q: 3 clusters Score -3027530 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -3027654.500000 Penalty: 5037.585449
	Iteration 19Q: 3 clusters Score -3027654 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22743 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3027704.000000 Penalty: 5037.585449
	Iteration 20F: 3 clusters Score -3027704 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -3027734.000000 Penalty: 5037.585449
	Iteration 21Q: 3 clusters Score -3027734 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -3027760.750000 Penalty: 5037.585449
	Iteration 22Q: 3 clusters Score -3027761 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -3027779.000000 Penalty: 5037.585449
	Iteration 23Q: 3 clusters Score -3027779 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22783 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -3027794.500000 Penalty: 5037.585449
	Iteration 24Q: 3 clusters Score -3027794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -3027803.500000 Penalty: 5037.585449
	Iteration 25Q: 3 clusters Score -3027804 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -3027816.000000 Penalty: 5037.585449
	Iteration 26Q: 3 clusters Score -3027816 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22831 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3027807.750000 Penalty: 5037.585449
	Iteration 27Q: 3 clusters Score -3027808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22847 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -3027813.250000 Penalty: 5037.585449
	Iteration 28Q: 3 clusters Score -3027813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22856 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -3027808.500000 Penalty: 5037.585449
	Iteration 29Q: 3 clusters Score -3027808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -3027805.000000 Penalty: 5037.585449
	Iteration 30Q: 3 clusters Score -3027805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3027807.500000 Penalty: 5037.585449
	Iteration 31Q: 3 clusters Score -3027808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22874 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3027812.250000 Penalty: 5037.585449
	Iteration 32Q: 3 clusters Score -3027812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3027813.750000 Penalty: 5037.585449
	Iteration 33Q: 3 clusters Score -3027814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3027817.750000 Penalty: 5037.585449
	Iteration 34Q: 3 clusters Score -3027818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3027814.250000 Penalty: 5037.585449
	Iteration 35Q: 3 clusters Score -3027814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3027814.250000 Penalty: 5037.585449
	Iteration 36F: 3 clusters Score -3027814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Entering Unmasked Estep 
Score: -398786.437500 Penalty: 2025.010132
	Iteration 0F: 2 clusters Score -398786.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -395183.781250 Penalty: 4050.020264
	Iteration 0F: 3 clusters Score -395183.8 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -395965.125000 Penalty: 4050.020264
	Iteration 1F: 3 clusters Score -395965.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -396131.656250 Penalty: 4050.020264
	Iteration 2F: 3 clusters Score -396131.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -396214.562500 Penalty: 4050.020264
	Iteration 3Q: 3 clusters Score -396214.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -396276.375000 Penalty: 4050.020264
	Iteration 4Q: 3 clusters Score -396276.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -396315.125000 Penalty: 4050.020264
	Iteration 5Q: 3 clusters Score -396315.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -396338.156250 Penalty: 4050.020264
	Iteration 6Q: 3 clusters Score -396338.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -396349.718750 Penalty: 4050.020264
	Iteration 7Q: 3 clusters Score -396349.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -396360.625000 Penalty: 4050.020264
	Iteration 8Q: 3 clusters Score -396360.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -396372.875000 Penalty: 4050.020264
	Iteration 9Q: 3 clusters Score -396372.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -396388.062500 Penalty: 4050.020264
	Iteration 10Q: 3 clusters Score -396388.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -396398.000000 Penalty: 4050.020264
	Iteration 11Q: 3 clusters Score -396398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -396405.031250 Penalty: 4050.020264
	Iteration 12Q: 3 clusters Score -396405 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -396410.343750 Penalty: 4050.020264
	Iteration 13Q: 3 clusters Score -396410.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -396417.062500 Penalty: 4050.020264
	Iteration 14Q: 3 clusters Score -396417.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -396421.093750 Penalty: 4050.020264
	Iteration 15Q: 3 clusters Score -396421.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -396424.406250 Penalty: 4050.020264
	Iteration 16Q: 3 clusters Score -396424.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -396426.156250 Penalty: 4050.020264
	Iteration 17Q: 3 clusters Score -396426.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -396428.218750 Penalty: 4050.020264
	Iteration 18Q: 3 clusters Score -396428.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -396428.562500 Penalty: 4050.020264
	Iteration 19Q: 3 clusters Score -396428.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -396430.031250 Penalty: 4050.020264
	Iteration 20F: 3 clusters Score -396430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -396433.281250 Penalty: 4050.020264
	Iteration 21Q: 3 clusters Score -396433.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -396436.687500 Penalty: 4050.020264
	Iteration 22Q: 3 clusters Score -396436.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -396439.843750 Penalty: 4050.020264
	Iteration 23Q: 3 clusters Score -396439.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -396442.125000 Penalty: 4050.020264
	Iteration 24Q: 3 clusters Score -396442.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -396444.437500 Penalty: 4050.020264
	Iteration 25Q: 3 clusters Score -396444.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -396446.031250 Penalty: 4050.020264
	Iteration 26Q: 3 clusters Score -396446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -396448.093750 Penalty: 4050.020264
	Iteration 27Q: 3 clusters Score -396448.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -396451.750000 Penalty: 4050.020264
	Iteration 28Q: 3 clusters Score -396451.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -396453.406250 Penalty: 4050.020264
	Iteration 29Q: 3 clusters Score -396453.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -396456.500000 Penalty: 4050.020264
	Iteration 30Q: 3 clusters Score -396456.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -396460.875000 Penalty: 4050.020264
	Iteration 31Q: 3 clusters Score -396460.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -396463.375000 Penalty: 4050.020264
	Iteration 32Q: 3 clusters Score -396463.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -396464.343750 Penalty: 4050.020264
	Iteration 33Q: 3 clusters Score -396464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -396465.343750 Penalty: 4050.020264
	Iteration 34Q: 3 clusters Score -396465.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -396466.937500 Penalty: 4050.020264
	Iteration 35Q: 3 clusters Score -396466.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -396469.312500 Penalty: 4050.020264
	Iteration 36Q: 3 clusters Score -396469.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -396471.625000 Penalty: 4050.020264
	Iteration 37Q: 3 clusters Score -396471.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -396474.250000 Penalty: 4050.020264
	Iteration 38Q: 3 clusters Score -396474.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -396475.062500 Penalty: 4050.020264
	Iteration 39Q: 3 clusters Score -396475.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -396476.093750 Penalty: 4050.020264
	Iteration 40F: 3 clusters Score -396476.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -396478.281250 Penalty: 4050.020264
	Iteration 41Q: 3 clusters Score -396478.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -396479.125000 Penalty: 4050.020264
	Iteration 42Q: 3 clusters Score -396479.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -396480.468750 Penalty: 4050.020264
	Iteration 43Q: 3 clusters Score -396480.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -396482.781250 Penalty: 4050.020264
	Iteration 44Q: 3 clusters Score -396482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -396484.031250 Penalty: 4050.020264
	Iteration 45Q: 3 clusters Score -396484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -396484.906250 Penalty: 4050.020264
	Iteration 46Q: 3 clusters Score -396484.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -396485.718750 Penalty: 4050.020264
	Iteration 47Q: 3 clusters Score -396485.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -396487.625000 Penalty: 4050.020264
	Iteration 48Q: 3 clusters Score -396487.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -396488.093750 Penalty: 4050.020264
	Iteration 49Q: 3 clusters Score -396488.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -396489.500000 Penalty: 4050.020264
	Iteration 50Q: 3 clusters Score -396489.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -396490.937500 Penalty: 4050.020264
	Iteration 51Q: 3 clusters Score -396490.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -396493.218750 Penalty: 4050.020264
	Iteration 52Q: 3 clusters Score -396493.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -396493.156250 Penalty: 4050.020264
	Iteration 53Q: 3 clusters Score -396493.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -396493.031250 Penalty: 4050.020264
	Iteration 54Q: 3 clusters Score -396493 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -396493.031250 Penalty: 4050.020264
	Iteration 55F: 3 clusters Score -396493 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (2586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Entering Unmasked Estep 
Score: -271183.750000 Penalty: 1948.751221
	Iteration 0F: 2 clusters Score -271183.8 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 1310 members 
Entering Unmasked Estep 
Score: -268181.875000 Penalty: 3897.502441
	Iteration 0F: 3 clusters Score -268181.9 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -268790.875000 Penalty: 3897.502441
	Iteration 1F: 3 clusters Score -268790.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -268949.187500 Penalty: 3897.502441
	Iteration 2F: 3 clusters Score -268949.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -269042.406250 Penalty: 3897.502441
	Iteration 3Q: 3 clusters Score -269042.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -269104.656250 Penalty: 3897.502441
	Iteration 4Q: 3 clusters Score -269104.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -269147.250000 Penalty: 3897.502441
	Iteration 5Q: 3 clusters Score -269147.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -269188.593750 Penalty: 3897.502441
	Iteration 6Q: 3 clusters Score -269188.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -269214.375000 Penalty: 3897.502441
	Iteration 7Q: 3 clusters Score -269214.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -269230.343750 Penalty: 3897.502441
	Iteration 8Q: 3 clusters Score -269230.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -269240.000000 Penalty: 3897.502441
	Iteration 9Q: 3 clusters Score -269240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -269248.875000 Penalty: 3897.502441
	Iteration 10Q: 3 clusters Score -269248.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -269258.500000 Penalty: 3897.502441
	Iteration 11Q: 3 clusters Score -269258.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -269267.812500 Penalty: 3897.502441
	Iteration 12Q: 3 clusters Score -269267.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -269276.718750 Penalty: 3897.502441
	Iteration 13Q: 3 clusters Score -269276.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -269281.343750 Penalty: 3897.502441
	Iteration 14Q: 3 clusters Score -269281.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -269286.625000 Penalty: 3897.502441
	Iteration 15Q: 3 clusters Score -269286.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -269289.781250 Penalty: 3897.502441
	Iteration 16Q: 3 clusters Score -269289.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -269293.625000 Penalty: 3897.502441
	Iteration 17Q: 3 clusters Score -269293.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -269297.156250 Penalty: 3897.502441
	Iteration 18Q: 3 clusters Score -269297.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -269301.125000 Penalty: 3897.502441
	Iteration 19Q: 3 clusters Score -269301.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -269303.281250 Penalty: 3897.502441
	Iteration 20F: 3 clusters Score -269303.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -269305.968750 Penalty: 3897.502441
	Iteration 21Q: 3 clusters Score -269306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -269307.343750 Penalty: 3897.502441
	Iteration 22Q: 3 clusters Score -269307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -269308.000000 Penalty: 3897.502441
	Iteration 23Q: 3 clusters Score -269308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -269308.468750 Penalty: 3897.502441
	Iteration 24Q: 3 clusters Score -269308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -269308.468750 Penalty: 3897.502441
	Iteration 25F: 3 clusters Score -269308.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9127 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9127 members 
Entering Unmasked Estep 
Score: -908993.125000 Penalty: 2261.510010
	Iteration 0F: 2 clusters Score -908993.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -901873.125000 Penalty: 4523.020020
	Iteration 0F: 3 clusters Score -901873.1 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -903892.187500 Penalty: 4523.020020
	Iteration 1F: 3 clusters Score -903892.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -904151.375000 Penalty: 4523.020020
	Iteration 2F: 3 clusters Score -904151.4 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4643 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -904326.062500 Penalty: 4523.020020
	Iteration 3Q: 3 clusters Score -904326.1 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -904459.812500 Penalty: 4523.020020
	Iteration 4Q: 3 clusters Score -904459.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -904564.937500 Penalty: 4523.020020
	Iteration 5Q: 3 clusters Score -904564.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -904668.375000 Penalty: 4523.020020
	Iteration 6Q: 3 clusters Score -904668.4 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -904761.375000 Penalty: 4523.020020
	Iteration 7Q: 3 clusters Score -904761.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -904871.250000 Penalty: 4523.020020
	Iteration 8Q: 3 clusters Score -904871.2 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -905030.687500 Penalty: 4523.020020
	Iteration 9Q: 3 clusters Score -905030.7 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -905261.062500 Penalty: 4523.020020
	Iteration 10Q: 3 clusters Score -905261.1 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -905610.562500 Penalty: 4523.020020
	Iteration 11Q: 3 clusters Score -905610.6 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -906021.875000 Penalty: 4523.020020
	Iteration 12Q: 3 clusters Score -906021.9 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -906482.937500 Penalty: 4523.020020
	Iteration 13F: 3 clusters Score -906482.9 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -906870.187500 Penalty: 4523.020020
	Iteration 14F: 3 clusters Score -906870.2 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -907164.562500 Penalty: 4523.020020
	Iteration 15Q: 3 clusters Score -907164.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -907363.375000 Penalty: 4523.020020
	Iteration 16Q: 3 clusters Score -907363.4 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -907486.875000 Penalty: 4523.020020
	Iteration 17Q: 3 clusters Score -907486.9 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -907571.687500 Penalty: 4523.020020
	Iteration 18Q: 3 clusters Score -907571.7 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -907633.937500 Penalty: 4523.020020
	Iteration 19Q: 3 clusters Score -907633.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -907670.125000 Penalty: 4523.020020
	Iteration 20F: 3 clusters Score -907670.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -907693.562500 Penalty: 4523.020020
	Iteration 21Q: 3 clusters Score -907693.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -907714.625000 Penalty: 4523.020020
	Iteration 22Q: 3 clusters Score -907714.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -907732.437500 Penalty: 4523.020020
	Iteration 23Q: 3 clusters Score -907732.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -907750.312500 Penalty: 4523.020020
	Iteration 24Q: 3 clusters Score -907750.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -907765.125000 Penalty: 4523.020020
	Iteration 25Q: 3 clusters Score -907765.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -907780.500000 Penalty: 4523.020020
	Iteration 26Q: 3 clusters Score -907780.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -907791.625000 Penalty: 4523.020020
	Iteration 27Q: 3 clusters Score -907791.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -907798.625000 Penalty: 4523.020020
	Iteration 28Q: 3 clusters Score -907798.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -907804.937500 Penalty: 4523.020020
	Iteration 29Q: 3 clusters Score -907804.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -907810.750000 Penalty: 4523.020020
	Iteration 30Q: 3 clusters Score -907810.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -907818.187500 Penalty: 4523.020020
	Iteration 31Q: 3 clusters Score -907818.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -907820.375000 Penalty: 4523.020020
	Iteration 32Q: 3 clusters Score -907820.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -907824.000000 Penalty: 4523.020020
	Iteration 33Q: 3 clusters Score -907824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -907824.437500 Penalty: 4523.020020
	Iteration 34Q: 3 clusters Score -907824.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -907830.312500 Penalty: 4523.020020
	Iteration 35Q: 3 clusters Score -907830.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -907832.062500 Penalty: 4523.020020
	Iteration 36Q: 3 clusters Score -907832.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -907834.000000 Penalty: 4523.020020
	Iteration 37Q: 3 clusters Score -907834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -907834.062500 Penalty: 4523.020020
	Iteration 38Q: 3 clusters Score -907834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -907834.937500 Penalty: 4523.020020
	Iteration 39Q: 3 clusters Score -907834.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -907837.812500 Penalty: 4523.020020
	Iteration 40F: 3 clusters Score -907837.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -907838.187500 Penalty: 4523.020020
	Iteration 41Q: 3 clusters Score -907838.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -907839.500000 Penalty: 4523.020020
	Iteration 42Q: 3 clusters Score -907839.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -907839.500000 Penalty: 4523.020020
	Iteration 43F: 3 clusters Score -907839.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (33219 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Entering Unmasked Estep 
Score: -3947389.500000 Penalty: 2581.897461
	Iteration 0F: 2 clusters Score -3947390 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -3924666.500000 Penalty: 5163.794922
	Iteration 0F: 3 clusters Score -3924666 nChanged 15095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -3932976.000000 Penalty: 5163.794922
	Iteration 1F: 3 clusters Score -3932976 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -3933527.250000 Penalty: 5163.794922
	Iteration 2Q: 3 clusters Score -3933527 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -3934033.750000 Penalty: 5163.794922
	Iteration 3Q: 3 clusters Score -3934034 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13380 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -3934578.750000 Penalty: 5163.794922
	Iteration 4Q: 3 clusters Score -3934579 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 21154 members 
Entering Unmasked Estep 
Score: -3935362.250000 Penalty: 5163.794922
	Iteration 5Q: 3 clusters Score -3935362 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -3936419.500000 Penalty: 5163.794922
	Iteration 6F: 3 clusters Score -3936420 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -3937928.500000 Penalty: 5163.794922
	Iteration 7F: 3 clusters Score -3937928 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 27164 members 
Entering Unmasked Estep 
Score: -3939814.000000 Penalty: 5163.794922
	Iteration 8F: 3 clusters Score -3939814 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -3941765.500000 Penalty: 5163.794922
	Iteration 9F: 3 clusters Score -3941766 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -3943279.750000 Penalty: 5163.794922
	Iteration 10Q: 3 clusters Score -3943280 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -3944168.000000 Penalty: 5163.794922
	Iteration 11Q: 3 clusters Score -3944168 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 32358 members 
Entering Unmasked Estep 
Score: -3944593.000000 Penalty: 5163.794922
	Iteration 12Q: 3 clusters Score -3944593 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 32605 members 
Entering Unmasked Estep 
Score: -3944830.500000 Penalty: 5163.794922
	Iteration 13Q: 3 clusters Score -3944830 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 32724 members 
Entering Unmasked Estep 
Score: -3944956.500000 Penalty: 5163.794922
	Iteration 14Q: 3 clusters Score -3944956 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -3945024.250000 Penalty: 5163.794922
	Iteration 15Q: 3 clusters Score -3945024 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 32803 members 
Entering Unmasked Estep 
Score: -3945060.500000 Penalty: 5163.794922
	Iteration 16Q: 3 clusters Score -3945060 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 32824 members 
Entering Unmasked Estep 
Score: -3945089.500000 Penalty: 5163.794922
	Iteration 17Q: 3 clusters Score -3945090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -3945116.750000 Penalty: 5163.794922
	Iteration 18Q: 3 clusters Score -3945117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -3945146.750000 Penalty: 5163.794922
	Iteration 19Q: 3 clusters Score -3945147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -3945153.500000 Penalty: 5163.794922
	Iteration 20F: 3 clusters Score -3945154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -3945154.250000 Penalty: 5163.794922
	Iteration 21Q: 3 clusters Score -3945154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -3945154.250000 Penalty: 5163.794922
	Iteration 22F: 3 clusters Score -3945154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (34771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Entering Unmasked Estep 
Score: -3889960.000000 Penalty: 2593.221680
	Iteration 0F: 2 clusters Score -3889960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -3866296.250000 Penalty: 5186.443359
	Iteration 0F: 3 clusters Score -3866296 nChanged 15772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 17154 members 
Entering Unmasked Estep 
Score: -3875211.000000 Penalty: 5186.443359
	Iteration 1F: 3 clusters Score -3875211 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 17150 members 
Entering Unmasked Estep 
Score: -3875848.250000 Penalty: 5186.443359
	Iteration 2Q: 3 clusters Score -3875848 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -3876438.250000 Penalty: 5186.443359
	Iteration 3Q: 3 clusters Score -3876438 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -3877094.250000 Penalty: 5186.443359
	Iteration 4Q: 3 clusters Score -3877094 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17444 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3877867.000000 Penalty: 5186.443359
	Iteration 5Q: 3 clusters Score -3877867 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 17524 members 
Entering Unmasked Estep 
Score: -3878694.500000 Penalty: 5186.443359
	Iteration 6Q: 3 clusters Score -3878694 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -3879581.250000 Penalty: 5186.443359
	Iteration 7F: 3 clusters Score -3879581 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -3880448.500000 Penalty: 5186.443359
	Iteration 8Q: 3 clusters Score -3880448 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -3881325.250000 Penalty: 5186.443359
	Iteration 9Q: 3 clusters Score -3881325 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16175 members 
Mstep: Class 2 contains 18596 members 
Entering Unmasked Estep 
Score: -3882115.500000 Penalty: 5186.443359
	Iteration 10Q: 3 clusters Score -3882116 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15866 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
Score: -3882915.000000 Penalty: 5186.443359
	Iteration 11Q: 3 clusters Score -3882915 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15523 members 
Mstep: Class 2 contains 19248 members 
Entering Unmasked Estep 
Score: -3883594.750000 Penalty: 5186.443359
	Iteration 12Q: 3 clusters Score -3883595 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -3884116.750000 Penalty: 5186.443359
	Iteration 13Q: 3 clusters Score -3884117 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14853 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -3884452.000000 Penalty: 5186.443359
	Iteration 14Q: 3 clusters Score -3884452 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 20251 members 
Entering Unmasked Estep 
Score: -3884666.250000 Penalty: 5186.443359
	Iteration 15Q: 3 clusters Score -3884666 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -3884777.750000 Penalty: 5186.443359
	Iteration 16Q: 3 clusters Score -3884778 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -3884851.750000 Penalty: 5186.443359
	Iteration 17Q: 3 clusters Score -3884852 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13664 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3884919.750000 Penalty: 5186.443359
	Iteration 18Q: 3 clusters Score -3884920 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -3884968.500000 Penalty: 5186.443359
	Iteration 19Q: 3 clusters Score -3884968 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -3885040.500000 Penalty: 5186.443359
	Iteration 20F: 3 clusters Score -3885040 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -3885091.000000 Penalty: 5186.443359
	Iteration 21Q: 3 clusters Score -3885091 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -3885150.250000 Penalty: 5186.443359
	Iteration 22Q: 3 clusters Score -3885150 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -3885263.750000 Penalty: 5186.443359
	Iteration 23Q: 3 clusters Score -3885264 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -3885390.500000 Penalty: 5186.443359
	Iteration 24Q: 3 clusters Score -3885390 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -3885543.500000 Penalty: 5186.443359
	Iteration 25Q: 3 clusters Score -3885544 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 23879 members 
Entering Unmasked Estep 
Score: -3885716.250000 Penalty: 5186.443359
	Iteration 26Q: 3 clusters Score -3885716 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -3885898.000000 Penalty: 5186.443359
	Iteration 27Q: 3 clusters Score -3885898 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -3886131.500000 Penalty: 5186.443359
	Iteration 28Q: 3 clusters Score -3886132 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 25388 members 
Entering Unmasked Estep 
Score: -3886407.250000 Penalty: 5186.443359
	Iteration 29Q: 3 clusters Score -3886407 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8848 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3886682.500000 Penalty: 5186.443359
	Iteration 30Q: 3 clusters Score -3886682 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
Score: -3886961.250000 Penalty: 5186.443359
	Iteration 31Q: 3 clusters Score -3886961 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -3887204.500000 Penalty: 5186.443359
	Iteration 32Q: 3 clusters Score -3887204 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -3887405.000000 Penalty: 5186.443359
	Iteration 33Q: 3 clusters Score -3887405 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 27831 members 
Entering Unmasked Estep 
Score: -3887578.250000 Penalty: 5186.443359
	Iteration 34Q: 3 clusters Score -3887578 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -3887717.250000 Penalty: 5186.443359
	Iteration 35Q: 3 clusters Score -3887717 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -3887834.750000 Penalty: 5186.443359
	Iteration 36Q: 3 clusters Score -3887835 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -3887934.250000 Penalty: 5186.443359
	Iteration 37Q: 3 clusters Score -3887934 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 29177 members 
Entering Unmasked Estep 
Score: -3888030.250000 Penalty: 5186.443359
	Iteration 38Q: 3 clusters Score -3888030 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -3888105.750000 Penalty: 5186.443359
	Iteration 39Q: 3 clusters Score -3888106 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -3888155.750000 Penalty: 5186.443359
	Iteration 40F: 3 clusters Score -3888156 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 29809 members 
Entering Unmasked Estep 
Score: -3888198.750000 Penalty: 5186.443359
	Iteration 41Q: 3 clusters Score -3888199 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -3888227.750000 Penalty: 5186.443359
	Iteration 42Q: 3 clusters Score -3888228 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -3888255.000000 Penalty: 5186.443359
	Iteration 43Q: 3 clusters Score -3888255 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 30229 members 
Entering Unmasked Estep 
Score: -3888297.250000 Penalty: 5186.443359
	Iteration 44Q: 3 clusters Score -3888297 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -3888310.250000 Penalty: 5186.443359
	Iteration 45Q: 3 clusters Score -3888310 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 30439 members 
Entering Unmasked Estep 
Score: -3888324.750000 Penalty: 5186.443359
	Iteration 46Q: 3 clusters Score -3888325 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -3888343.500000 Penalty: 5186.443359
	Iteration 47Q: 3 clusters Score -3888344 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 30598 members 
Entering Unmasked Estep 
Score: -3888353.500000 Penalty: 5186.443359
	Iteration 48Q: 3 clusters Score -3888354 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 30658 members 
Entering Unmasked Estep 
Score: -3888353.750000 Penalty: 5186.443359
	Iteration 49Q: 3 clusters Score -3888354 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -3888361.000000 Penalty: 5186.443359
	Iteration 50Q: 3 clusters Score -3888361 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -3888367.750000 Penalty: 5186.443359
	Iteration 51Q: 3 clusters Score -3888368 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -3888375.750000 Penalty: 5186.443359
	Iteration 52Q: 3 clusters Score -3888376 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -3888388.750000 Penalty: 5186.443359
	Iteration 53Q: 3 clusters Score -3888389 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 30922 members 
Entering Unmasked Estep 
Score: -3888410.500000 Penalty: 5186.443359
	Iteration 54Q: 3 clusters Score -3888410 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 30970 members 
Entering Unmasked Estep 
Score: -3888416.000000 Penalty: 5186.443359
	Iteration 55Q: 3 clusters Score -3888416 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -3888417.750000 Penalty: 5186.443359
	Iteration 56Q: 3 clusters Score -3888418 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3888424.750000 Penalty: 5186.443359
	Iteration 57Q: 3 clusters Score -3888425 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -3888435.500000 Penalty: 5186.443359
	Iteration 58Q: 3 clusters Score -3888436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -3888456.500000 Penalty: 5186.443359
	Iteration 59Q: 3 clusters Score -3888456 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 31233 members 
Entering Unmasked Estep 
Score: -3888454.750000 Penalty: 5186.443359
	Iteration 60F: 3 clusters Score -3888455 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 31285 members 
Entering Unmasked Estep 
Score: -3888469.250000 Penalty: 5186.443359
	Iteration 61Q: 3 clusters Score -3888469 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 31328 members 
Entering Unmasked Estep 
Score: -3888476.500000 Penalty: 5186.443359
	Iteration 62Q: 3 clusters Score -3888476 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 31366 members 
Entering Unmasked Estep 
Score: -3888487.750000 Penalty: 5186.443359
	Iteration 63Q: 3 clusters Score -3888488 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 31415 members 
Entering Unmasked Estep 
Score: -3888490.500000 Penalty: 5186.443359
	Iteration 64Q: 3 clusters Score -3888490 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 31466 members 
Entering Unmasked Estep 
Score: -3888501.750000 Penalty: 5186.443359
	Iteration 65Q: 3 clusters Score -3888502 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 31508 members 
Entering Unmasked Estep 
Score: -3888510.000000 Penalty: 5186.443359
	Iteration 66Q: 3 clusters Score -3888510 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3227 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -3888506.250000 Penalty: 5186.443359
	Iteration 67Q: 3 clusters Score -3888506 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -3888514.500000 Penalty: 5186.443359
	Iteration 68Q: 3 clusters Score -3888514 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 31601 members 
Entering Unmasked Estep 
Score: -3888508.250000 Penalty: 5186.443359
	Iteration 69Q: 3 clusters Score -3888508 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -3888523.000000 Penalty: 5186.443359
	Iteration 70Q: 3 clusters Score -3888523 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -3888523.250000 Penalty: 5186.443359
	Iteration 71Q: 3 clusters Score -3888523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 31655 members 
Entering Unmasked Estep 
Score: -3888531.250000 Penalty: 5186.443359
	Iteration 72Q: 3 clusters Score -3888531 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -3888531.000000 Penalty: 5186.443359
	Iteration 73Q: 3 clusters Score -3888531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 31675 members 
Entering Unmasked Estep 
Score: -3888526.000000 Penalty: 5186.443359
	Iteration 74Q: 3 clusters Score -3888526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 31679 members 
Entering Unmasked Estep 
Score: -3888529.750000 Penalty: 5186.443359
	Iteration 75Q: 3 clusters Score -3888530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 31683 members 
Entering Unmasked Estep 
Score: -3888529.500000 Penalty: 5186.443359
	Iteration 76Q: 3 clusters Score -3888530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -3888530.500000 Penalty: 5186.443359
	Iteration 77Q: 3 clusters Score -3888530 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 31696 members 
Entering Unmasked Estep 
Score: -3888539.000000 Penalty: 5186.443359
	Iteration 78Q: 3 clusters Score -3888539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 31704 members 
Entering Unmasked Estep 
Score: -3888531.000000 Penalty: 5186.443359
	Iteration 79Q: 3 clusters Score -3888531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -3888535.500000 Penalty: 5186.443359
	Iteration 80F: 3 clusters Score -3888536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 31726 members 
Entering Unmasked Estep 
Score: -3888531.750000 Penalty: 5186.443359
	Iteration 81Q: 3 clusters Score -3888532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 31734 members 
Entering Unmasked Estep 
Score: -3888535.750000 Penalty: 5186.443359
	Iteration 82Q: 3 clusters Score -3888536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -3888534.750000 Penalty: 5186.443359
	Iteration 83Q: 3 clusters Score -3888535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 31755 members 
Entering Unmasked Estep 
Score: -3888533.750000 Penalty: 5186.443359
	Iteration 84Q: 3 clusters Score -3888534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -3888540.500000 Penalty: 5186.443359
	Iteration 85Q: 3 clusters Score -3888540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 31772 members 
Entering Unmasked Estep 
Score: -3888540.250000 Penalty: 5186.443359
	Iteration 86Q: 3 clusters Score -3888540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -3888540.500000 Penalty: 5186.443359
	Iteration 87Q: 3 clusters Score -3888540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -3888543.000000 Penalty: 5186.443359
	Iteration 88Q: 3 clusters Score -3888543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 31780 members 
Entering Unmasked Estep 
Score: -3888543.000000 Penalty: 5186.443359
	Iteration 89F: 3 clusters Score -3888543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (49615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49615 members 
Entering Unmasked Estep 
Score: -5917332.000000 Penalty: 2681.388184
	Iteration 0F: 2 clusters Score -5917332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24544 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -5883927.500000 Penalty: 5362.776367
	Iteration 0F: 3 clusters Score -5883928 nChanged 22958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22654 members 
Mstep: Class 2 contains 26961 members 
Entering Unmasked Estep 
Score: -5896995.000000 Penalty: 5362.776367
	Iteration 1F: 3 clusters Score -5896995 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21328 members 
Mstep: Class 2 contains 28287 members 
Entering Unmasked Estep 
Score: -5898149.500000 Penalty: 5362.776367
	Iteration 2F: 3 clusters Score -5898150 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19485 members 
Mstep: Class 2 contains 30130 members 
Entering Unmasked Estep 
Score: -5899847.500000 Penalty: 5362.776367
	Iteration 3F: 3 clusters Score -5899848 nChanged 3502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16979 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -5902303.500000 Penalty: 5362.776367
	Iteration 4F: 3 clusters Score -5902304 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -5905409.000000 Penalty: 5362.776367
	Iteration 5F: 3 clusters Score -5905409 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -5908757.500000 Penalty: 5362.776367
	Iteration 6F: 3 clusters Score -5908758 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 40628 members 
Entering Unmasked Estep 
Score: -5911327.500000 Penalty: 5362.776367
	Iteration 7F: 3 clusters Score -5911328 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 41837 members 
Entering Unmasked Estep 
Score: -5912841.000000 Penalty: 5362.776367
	Iteration 8Q: 3 clusters Score -5912841 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 42594 members 
Entering Unmasked Estep 
Score: -5913526.000000 Penalty: 5362.776367
	Iteration 9Q: 3 clusters Score -5913526 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 43116 members 
Entering Unmasked Estep 
Score: -5913866.500000 Penalty: 5362.776367
	Iteration 10Q: 3 clusters Score -5913866 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -5914111.000000 Penalty: 5362.776367
	Iteration 11Q: 3 clusters Score -5914111 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 44024 members 
Entering Unmasked Estep 
Score: -5914325.500000 Penalty: 5362.776367
	Iteration 12Q: 3 clusters Score -5914326 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 44379 members 
Entering Unmasked Estep 
Score: -5914457.000000 Penalty: 5362.776367
	Iteration 13Q: 3 clusters Score -5914457 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -5914575.000000 Penalty: 5362.776367
	Iteration 14Q: 3 clusters Score -5914575 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 44900 members 
Entering Unmasked Estep 
Score: -5914661.500000 Penalty: 5362.776367
	Iteration 15Q: 3 clusters Score -5914662 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 45114 members 
Entering Unmasked Estep 
Score: -5914741.500000 Penalty: 5362.776367
	Iteration 16Q: 3 clusters Score -5914742 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -5914820.000000 Penalty: 5362.776367
	Iteration 17Q: 3 clusters Score -5914820 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 45530 members 
Entering Unmasked Estep 
Score: -5914889.500000 Penalty: 5362.776367
	Iteration 18Q: 3 clusters Score -5914890 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -5914994.500000 Penalty: 5362.776367
	Iteration 19Q: 3 clusters Score -5914994 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 45872 members 
Entering Unmasked Estep 
Score: -5915065.000000 Penalty: 5362.776367
	Iteration 20F: 3 clusters Score -5915065 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 46020 members 
Entering Unmasked Estep 
Score: -5915116.500000 Penalty: 5362.776367
	Iteration 21Q: 3 clusters Score -5915116 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 46137 members 
Entering Unmasked Estep 
Score: -5915174.000000 Penalty: 5362.776367
	Iteration 22Q: 3 clusters Score -5915174 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 46226 members 
Entering Unmasked Estep 
Score: -5915201.000000 Penalty: 5362.776367
	Iteration 23Q: 3 clusters Score -5915201 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 46305 members 
Entering Unmasked Estep 
Score: -5915245.000000 Penalty: 5362.776367
	Iteration 24Q: 3 clusters Score -5915245 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 46386 members 
Entering Unmasked Estep 
Score: -5915287.000000 Penalty: 5362.776367
	Iteration 25Q: 3 clusters Score -5915287 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 46453 members 
Entering Unmasked Estep 
Score: -5915297.000000 Penalty: 5362.776367
	Iteration 26Q: 3 clusters Score -5915297 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -5915310.000000 Penalty: 5362.776367
	Iteration 27Q: 3 clusters Score -5915310 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 46543 members 
Entering Unmasked Estep 
Score: -5915312.000000 Penalty: 5362.776367
	Iteration 28Q: 3 clusters Score -5915312 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -5915329.000000 Penalty: 5362.776367
	Iteration 29Q: 3 clusters Score -5915329 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 46583 members 
Entering Unmasked Estep 
Score: -5915341.500000 Penalty: 5362.776367
	Iteration 30Q: 3 clusters Score -5915342 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 46603 members 
Entering Unmasked Estep 
Score: -5915353.000000 Penalty: 5362.776367
	Iteration 31Q: 3 clusters Score -5915353 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 46630 members 
Entering Unmasked Estep 
Score: -5915372.500000 Penalty: 5362.776367
	Iteration 32Q: 3 clusters Score -5915372 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 46653 members 
Entering Unmasked Estep 
Score: -5915367.500000 Penalty: 5362.776367
	Iteration 33Q: 3 clusters Score -5915368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -5915374.500000 Penalty: 5362.776367
	Iteration 34Q: 3 clusters Score -5915374 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -5915391.000000 Penalty: 5362.776367
	Iteration 35Q: 3 clusters Score -5915391 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 46711 members 
Entering Unmasked Estep 
Score: -5915399.000000 Penalty: 5362.776367
	Iteration 36Q: 3 clusters Score -5915399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 46721 members 
Entering Unmasked Estep 
Score: -5915399.000000 Penalty: 5362.776367
	Iteration 37Q: 3 clusters Score -5915399 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 46749 members 
Entering Unmasked Estep 
Score: -5915417.000000 Penalty: 5362.776367
	Iteration 38Q: 3 clusters Score -5915417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -5915419.000000 Penalty: 5362.776367
	Iteration 39Q: 3 clusters Score -5915419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 46773 members 
Entering Unmasked Estep 
Score: -5915422.500000 Penalty: 5362.776367
	Iteration 40F: 3 clusters Score -5915422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 46786 members 
Entering Unmasked Estep 
Score: -5915417.000000 Penalty: 5362.776367
	Iteration 41Q: 3 clusters Score -5915417 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 46799 members 
Entering Unmasked Estep 
Score: -5915422.000000 Penalty: 5362.776367
	Iteration 42Q: 3 clusters Score -5915422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -5915421.000000 Penalty: 5362.776367
	Iteration 43Q: 3 clusters Score -5915421 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 46826 members 
Entering Unmasked Estep 
Score: -5915421.000000 Penalty: 5362.776367
	Iteration 44Q: 3 clusters Score -5915421 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 46844 members 
Entering Unmasked Estep 
Score: -5915427.500000 Penalty: 5362.776367
	Iteration 45Q: 3 clusters Score -5915428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 46861 members 
Entering Unmasked Estep 
Score: -5915431.000000 Penalty: 5362.776367
	Iteration 46Q: 3 clusters Score -5915431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 46870 members 
Entering Unmasked Estep 
Score: -5915425.500000 Penalty: 5362.776367
	Iteration 47Q: 3 clusters Score -5915426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 46880 members 
Entering Unmasked Estep 
Score: -5915437.500000 Penalty: 5362.776367
	Iteration 48Q: 3 clusters Score -5915438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -5915432.000000 Penalty: 5362.776367
	Iteration 49Q: 3 clusters Score -5915432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 46883 members 
Entering Unmasked Estep 
Score: -5915428.000000 Penalty: 5362.776367
	Iteration 50Q: 3 clusters Score -5915428 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 46886 members 
Entering Unmasked Estep 
Score: -5915431.500000 Penalty: 5362.776367
	Iteration 51Q: 3 clusters Score -5915432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 46888 members 
Entering Unmasked Estep 
Score: -5915426.500000 Penalty: 5362.776367
	Iteration 52Q: 3 clusters Score -5915426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -5915432.000000 Penalty: 5362.776367
	Iteration 53Q: 3 clusters Score -5915432 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
Score: -5915434.000000 Penalty: 5362.776367
	Iteration 54Q: 3 clusters Score -5915434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 46902 members 
Entering Unmasked Estep 
Score: -5915445.000000 Penalty: 5362.776367
	Iteration 55Q: 3 clusters Score -5915445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 46908 members 
Entering Unmasked Estep 
Score: -5915443.500000 Penalty: 5362.776367
	Iteration 56Q: 3 clusters Score -5915444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 46911 members 
Entering Unmasked Estep 
Score: -5915437.500000 Penalty: 5362.776367
	Iteration 57Q: 3 clusters Score -5915438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -5915436.500000 Penalty: 5362.776367
	Iteration 58Q: 3 clusters Score -5915436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 46913 members 
Entering Unmasked Estep 
Score: -5915437.000000 Penalty: 5362.776367
	Iteration 59Q: 3 clusters Score -5915437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 46915 members 
Entering Unmasked Estep 
Score: -5915439.500000 Penalty: 5362.776367
	Iteration 60F: 3 clusters Score -5915440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 46919 members 
Entering Unmasked Estep 
Score: -5915442.000000 Penalty: 5362.776367
	Iteration 61Q: 3 clusters Score -5915442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 46923 members 
Entering Unmasked Estep 
Score: -5915445.000000 Penalty: 5362.776367
	Iteration 62Q: 3 clusters Score -5915445 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 46925 members 
Entering Unmasked Estep 
Score: -5915441.000000 Penalty: 5362.776367
	Iteration 63Q: 3 clusters Score -5915441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 46928 members 
Entering Unmasked Estep 
Score: -5915441.000000 Penalty: 5362.776367
	Iteration 64Q: 3 clusters Score -5915441 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -5915449.000000 Penalty: 5362.776367
	Iteration 65Q: 3 clusters Score -5915449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 46930 members 
Entering Unmasked Estep 
Score: -5915443.000000 Penalty: 5362.776367
	Iteration 66Q: 3 clusters Score -5915443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 46931 members 
Entering Unmasked Estep 
Score: -5915443.000000 Penalty: 5362.776367
	Iteration 67Q: 3 clusters Score -5915443 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -5915448.000000 Penalty: 5362.776367
	Iteration 68Q: 3 clusters Score -5915448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 46932 members 
Entering Unmasked Estep 
Score: -5915448.000000 Penalty: 5362.776367
	Iteration 69F: 3 clusters Score -5915448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (1944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Entering Unmasked Estep 
Score: -205730.718750 Penalty: 1877.980713
	Iteration 0F: 2 clusters Score -205730.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -203122.500000 Penalty: 3755.961426
	Iteration 0F: 3 clusters Score -203122.5 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -203652.859375 Penalty: 3755.961426
	Iteration 1F: 3 clusters Score -203652.9 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -204080.421875 Penalty: 3755.961426
	Iteration 2F: 3 clusters Score -204080.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -204596.859375 Penalty: 3755.961426
	Iteration 3F: 3 clusters Score -204596.9 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -204963.562500 Penalty: 3755.961426
	Iteration 4F: 3 clusters Score -204963.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -205277.640625 Penalty: 3755.961426
	Iteration 5F: 3 clusters Score -205277.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -205560.234375 Penalty: 3755.961426
	Iteration 6F: 3 clusters Score -205560.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -205827.390625 Penalty: 3755.961426
	Iteration 7Q: 3 clusters Score -205827.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -205988.078125 Penalty: 3755.961426
	Iteration 8Q: 3 clusters Score -205988.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -206056.140625 Penalty: 3755.961426
	Iteration 9Q: 3 clusters Score -206056.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -206080.281250 Penalty: 3755.961426
	Iteration 10Q: 3 clusters Score -206080.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -206086.640625 Penalty: 3755.961426
	Iteration 11Q: 3 clusters Score -206086.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -206089.812500 Penalty: 3755.961426
	Iteration 12Q: 3 clusters Score -206089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -206091.578125 Penalty: 3755.961426
	Iteration 13Q: 3 clusters Score -206091.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -206095.609375 Penalty: 3755.961426
	Iteration 14Q: 3 clusters Score -206095.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -206099.296875 Penalty: 3755.961426
	Iteration 15Q: 3 clusters Score -206099.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -206107.203125 Penalty: 3755.961426
	Iteration 16Q: 3 clusters Score -206107.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -206111.421875 Penalty: 3755.961426
	Iteration 17Q: 3 clusters Score -206111.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -206114.500000 Penalty: 3755.961426
	Iteration 18Q: 3 clusters Score -206114.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -206114.875000 Penalty: 3755.961426
	Iteration 19Q: 3 clusters Score -206114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -206114.875000 Penalty: 3755.961426
	Iteration 20F: 3 clusters Score -206114.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 165928 members 
Mstep: Class 5 contains 157770 members 
Mstep: Class 6 contains 25756 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 33219 members 
Mstep: Class 11 contains 34771 members 
Mstep: Class 12 contains 49615 members 
Mstep: Class 13 contains 891 members 
Mstep: Class 14 contains 72876 members 
Mstep: Class 15 contains 19846 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 8678 members 
Mstep: Class 18 contains 188691 members 
Mstep: Class 19 contains 51469 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169321 members 
Mstep: Class 23 contains 23913 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10110 members 
Mstep: Class 27 contains 13805 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12549 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299249 members 
Mstep: Class 32 contains 10416 members 
Mstep: Class 33 contains 1053 members 
Entering Unmasked Estep 
Score: -161496672.000000 Penalty: 115928.210938
Splitting cluster 13 changes total score from -161498096.000000 to -161496672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (72876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72876 members 
Entering Unmasked Estep 
Score: -8339136.000000 Penalty: 2776.735840
	Iteration 0F: 2 clusters Score -8339136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36212 members 
Mstep: Class 2 contains 36664 members 
Entering Unmasked Estep 
Score: -8290490.000000 Penalty: 5553.471680
	Iteration 0F: 3 clusters Score -8290490 nChanged 34040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -8309521.500000 Penalty: 5553.471680
	Iteration 1F: 3 clusters Score -8309522 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 39015 members 
Entering Unmasked Estep 
Score: -8310252.000000 Penalty: 5553.471680
	Iteration 2Q: 3 clusters Score -8310252 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32414 members 
Mstep: Class 2 contains 40462 members 
Entering Unmasked Estep 
Score: -8311108.500000 Penalty: 5553.471680
	Iteration 3Q: 3 clusters Score -8311108 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30275 members 
Mstep: Class 2 contains 42601 members 
Entering Unmasked Estep 
Score: -8312238.000000 Penalty: 5553.471680
	Iteration 4Q: 3 clusters Score -8312238 nChanged 3442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 45597 members 
Entering Unmasked Estep 
Score: -8314058.000000 Penalty: 5553.471680
	Iteration 5Q: 3 clusters Score -8314058 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 49713 members 
Entering Unmasked Estep 
Score: -8316845.500000 Penalty: 5553.471680
	Iteration 6F: 3 clusters Score -8316846 nChanged 5352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 55005 members 
Entering Unmasked Estep 
Score: -8320904.000000 Penalty: 5553.471680
	Iteration 7F: 3 clusters Score -8320904 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 60852 members 
Entering Unmasked Estep 
Score: -8326111.500000 Penalty: 5553.471680
	Iteration 8F: 3 clusters Score -8326112 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 66122 members 
Entering Unmasked Estep 
Score: -8330789.500000 Penalty: 5553.471680
	Iteration 9F: 3 clusters Score -8330790 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 69576 members 
Entering Unmasked Estep 
Score: -8333969.500000 Penalty: 5553.471680
	Iteration 10Q: 3 clusters Score -8333970 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 71381 members 
Entering Unmasked Estep 
Score: -8335527.000000 Penalty: 5553.471680
	Iteration 11Q: 3 clusters Score -8335527 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 72056 members 
Entering Unmasked Estep 
Score: -8336133.000000 Penalty: 5553.471680
	Iteration 12Q: 3 clusters Score -8336133 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 72322 members 
Entering Unmasked Estep 
Score: -8336411.000000 Penalty: 5553.471680
	Iteration 13Q: 3 clusters Score -8336411 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -8336537.000000 Penalty: 5553.471680
	Iteration 14Q: 3 clusters Score -8336537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 72476 members 
Entering Unmasked Estep 
Score: -8336603.000000 Penalty: 5553.471680
	Iteration 15Q: 3 clusters Score -8336603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -8336630.500000 Penalty: 5553.471680
	Iteration 16Q: 3 clusters Score -8336630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 72512 members 
Entering Unmasked Estep 
Score: -8336656.000000 Penalty: 5553.471680
	Iteration 17Q: 3 clusters Score -8336656 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 72524 members 
Entering Unmasked Estep 
Score: -8336677.500000 Penalty: 5553.471680
	Iteration 18Q: 3 clusters Score -8336678 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 72533 members 
Entering Unmasked Estep 
Score: -8336693.500000 Penalty: 5553.471680
	Iteration 19Q: 3 clusters Score -8336694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 72540 members 
Entering Unmasked Estep 
Score: -8336712.500000 Penalty: 5553.471680
	Iteration 20F: 3 clusters Score -8336712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 72541 members 
Entering Unmasked Estep 
Score: -8336717.000000 Penalty: 5553.471680
	Iteration 21Q: 3 clusters Score -8336717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
Score: -8336720.000000 Penalty: 5553.471680
	Iteration 22Q: 3 clusters Score -8336720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -8336727.500000 Penalty: 5553.471680
	Iteration 23Q: 3 clusters Score -8336728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -8336726.500000 Penalty: 5553.471680
	Iteration 24Q: 3 clusters Score -8336726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 72545 members 
Entering Unmasked Estep 
Score: -8336726.500000 Penalty: 5553.471680
	Iteration 25F: 3 clusters Score -8336726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19846 members 
Entering Unmasked Estep 
Score: -2225542.250000 Penalty: 2454.147949
	Iteration 0F: 2 clusters Score -2225542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2211524.000000 Penalty: 4908.295898
	Iteration 0F: 3 clusters Score -2211524 nChanged 8761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -2216294.750000 Penalty: 4908.295898
	Iteration 1F: 3 clusters Score -2216295 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 10295 members 
Entering Unmasked Estep 
Score: -2216753.500000 Penalty: 4908.295898
	Iteration 2F: 3 clusters Score -2216754 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9461 members 
Mstep: Class 2 contains 10385 members 
Entering Unmasked Estep 
Score: -2217161.000000 Penalty: 4908.295898
	Iteration 3F: 3 clusters Score -2217161 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2217528.750000 Penalty: 4908.295898
	Iteration 4Q: 3 clusters Score -2217529 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9312 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -2217905.750000 Penalty: 4908.295898
	Iteration 5Q: 3 clusters Score -2217906 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -2218277.000000 Penalty: 4908.295898
	Iteration 6Q: 3 clusters Score -2218277 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 10786 members 
Entering Unmasked Estep 
Score: -2218720.250000 Penalty: 4908.295898
	Iteration 7Q: 3 clusters Score -2218720 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -2219162.750000 Penalty: 4908.295898
	Iteration 8Q: 3 clusters Score -2219163 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2219624.750000 Penalty: 4908.295898
	Iteration 9Q: 3 clusters Score -2219625 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2220091.250000 Penalty: 4908.295898
	Iteration 10Q: 3 clusters Score -2220091 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2220496.500000 Penalty: 4908.295898
	Iteration 11Q: 3 clusters Score -2220496 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2220835.000000 Penalty: 4908.295898
	Iteration 12Q: 3 clusters Score -2220835 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -2221057.000000 Penalty: 4908.295898
	Iteration 13Q: 3 clusters Score -2221057 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2221239.750000 Penalty: 4908.295898
	Iteration 14Q: 3 clusters Score -2221240 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2221358.750000 Penalty: 4908.295898
	Iteration 15Q: 3 clusters Score -2221359 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -2221446.750000 Penalty: 4908.295898
	Iteration 16Q: 3 clusters Score -2221447 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -2221533.500000 Penalty: 4908.295898
	Iteration 17Q: 3 clusters Score -2221534 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -2221600.000000 Penalty: 4908.295898
	Iteration 18Q: 3 clusters Score -2221600 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -2221666.500000 Penalty: 4908.295898
	Iteration 19Q: 3 clusters Score -2221666 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 13496 members 
Entering Unmasked Estep 
Score: -2221753.000000 Penalty: 4908.295898
	Iteration 20F: 3 clusters Score -2221753 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2221847.500000 Penalty: 4908.295898
	Iteration 21Q: 3 clusters Score -2221848 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -2221923.750000 Penalty: 4908.295898
	Iteration 22Q: 3 clusters Score -2221924 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -2222017.750000 Penalty: 4908.295898
	Iteration 23Q: 3 clusters Score -2222018 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -2222115.500000 Penalty: 4908.295898
	Iteration 24Q: 3 clusters Score -2222116 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -2222227.750000 Penalty: 4908.295898
	Iteration 25Q: 3 clusters Score -2222228 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -2222337.000000 Penalty: 4908.295898
	Iteration 26Q: 3 clusters Score -2222337 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4506 members 
Mstep: Class 2 contains 15340 members 
Entering Unmasked Estep 
Score: -2222435.250000 Penalty: 4908.295898
	Iteration 27Q: 3 clusters Score -2222435 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -2222552.000000 Penalty: 4908.295898
	Iteration 28Q: 3 clusters Score -2222552 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -2222681.500000 Penalty: 4908.295898
	Iteration 29Q: 3 clusters Score -2222682 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2222794.750000 Penalty: 4908.295898
	Iteration 30Q: 3 clusters Score -2222795 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2222924.500000 Penalty: 4908.295898
	Iteration 31Q: 3 clusters Score -2222924 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -2223062.500000 Penalty: 4908.295898
	Iteration 32Q: 3 clusters Score -2223062 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2223195.000000 Penalty: 4908.295898
	Iteration 33Q: 3 clusters Score -2223195 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2223315.750000 Penalty: 4908.295898
	Iteration 34Q: 3 clusters Score -2223316 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2223436.250000 Penalty: 4908.295898
	Iteration 35Q: 3 clusters Score -2223436 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -2223546.500000 Penalty: 4908.295898
	Iteration 36Q: 3 clusters Score -2223546 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2223607.250000 Penalty: 4908.295898
	Iteration 37Q: 3 clusters Score -2223607 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -2223673.750000 Penalty: 4908.295898
	Iteration 38Q: 3 clusters Score -2223674 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 17973 members 
Entering Unmasked Estep 
Score: -2223720.000000 Penalty: 4908.295898
	Iteration 39Q: 3 clusters Score -2223720 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -2223764.750000 Penalty: 4908.295898
	Iteration 40F: 3 clusters Score -2223765 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2223795.250000 Penalty: 4908.295898
	Iteration 41Q: 3 clusters Score -2223795 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2223826.750000 Penalty: 4908.295898
	Iteration 42Q: 3 clusters Score -2223827 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2223848.750000 Penalty: 4908.295898
	Iteration 43Q: 3 clusters Score -2223849 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2223868.500000 Penalty: 4908.295898
	Iteration 44Q: 3 clusters Score -2223868 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 18288 members 
Entering Unmasked Estep 
Score: -2223884.000000 Penalty: 4908.295898
	Iteration 45Q: 3 clusters Score -2223884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2223900.750000 Penalty: 4908.295898
	Iteration 46Q: 3 clusters Score -2223901 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 18360 members 
Entering Unmasked Estep 
Score: -2223920.250000 Penalty: 4908.295898
	Iteration 47Q: 3 clusters Score -2223920 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -2223933.250000 Penalty: 4908.295898
	Iteration 48Q: 3 clusters Score -2223933 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -2223947.000000 Penalty: 4908.295898
	Iteration 49Q: 3 clusters Score -2223947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -2223965.500000 Penalty: 4908.295898
	Iteration 50Q: 3 clusters Score -2223966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 18466 members 
Entering Unmasked Estep 
Score: -2223981.750000 Penalty: 4908.295898
	Iteration 51Q: 3 clusters Score -2223982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -2223999.250000 Penalty: 4908.295898
	Iteration 52Q: 3 clusters Score -2223999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2224020.750000 Penalty: 4908.295898
	Iteration 53Q: 3 clusters Score -2224021 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -2224044.500000 Penalty: 4908.295898
	Iteration 54Q: 3 clusters Score -2224044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -2224073.750000 Penalty: 4908.295898
	Iteration 55Q: 3 clusters Score -2224074 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 18601 members 
Entering Unmasked Estep 
Score: -2224097.500000 Penalty: 4908.295898
	Iteration 56Q: 3 clusters Score -2224098 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2224119.000000 Penalty: 4908.295898
	Iteration 57Q: 3 clusters Score -2224119 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -2224139.500000 Penalty: 4908.295898
	Iteration 58Q: 3 clusters Score -2224140 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2224147.500000 Penalty: 4908.295898
	Iteration 59Q: 3 clusters Score -2224148 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -2224154.500000 Penalty: 4908.295898
	Iteration 60F: 3 clusters Score -2224154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2224156.500000 Penalty: 4908.295898
	Iteration 61Q: 3 clusters Score -2224156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2224161.000000 Penalty: 4908.295898
	Iteration 62Q: 3 clusters Score -2224161 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2224160.500000 Penalty: 4908.295898
	Iteration 63Q: 3 clusters Score -2224160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -2224163.500000 Penalty: 4908.295898
	Iteration 64Q: 3 clusters Score -2224164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2224163.750000 Penalty: 4908.295898
	Iteration 65Q: 3 clusters Score -2224164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2224163.750000 Penalty: 4908.295898
	Iteration 66F: 3 clusters Score -2224164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (12158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Entering Unmasked Estep 
Score: -1084395.500000 Penalty: 2332.624268
	Iteration 0F: 2 clusters Score -1084396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1075331.875000 Penalty: 4665.248535
	Iteration 0F: 3 clusters Score -1075332 nChanged 5187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1078328.250000 Penalty: 4665.248535
	Iteration 1F: 3 clusters Score -1078328 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1078945.500000 Penalty: 4665.248535
	Iteration 2F: 3 clusters Score -1078946 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1079561.625000 Penalty: 4665.248535
	Iteration 3F: 3 clusters Score -1079562 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1080236.125000 Penalty: 4665.248535
	Iteration 4F: 3 clusters Score -1080236 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1080966.375000 Penalty: 4665.248535
	Iteration 5F: 3 clusters Score -1080966 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1081681.500000 Penalty: 4665.248535
	Iteration 6F: 3 clusters Score -1081682 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -1082228.000000 Penalty: 4665.248535
	Iteration 7F: 3 clusters Score -1082228 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1082602.750000 Penalty: 4665.248535
	Iteration 8Q: 3 clusters Score -1082603 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1082835.500000 Penalty: 4665.248535
	Iteration 9Q: 3 clusters Score -1082836 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1082981.500000 Penalty: 4665.248535
	Iteration 10Q: 3 clusters Score -1082982 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1083071.000000 Penalty: 4665.248535
	Iteration 11Q: 3 clusters Score -1083071 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1083123.375000 Penalty: 4665.248535
	Iteration 12Q: 3 clusters Score -1083123 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1083164.625000 Penalty: 4665.248535
	Iteration 13Q: 3 clusters Score -1083165 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -1083194.750000 Penalty: 4665.248535
	Iteration 14Q: 3 clusters Score -1083195 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1083213.375000 Penalty: 4665.248535
	Iteration 15Q: 3 clusters Score -1083213 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1083235.500000 Penalty: 4665.248535
	Iteration 16Q: 3 clusters Score -1083236 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1083245.500000 Penalty: 4665.248535
	Iteration 17Q: 3 clusters Score -1083246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1083256.375000 Penalty: 4665.248535
	Iteration 18Q: 3 clusters Score -1083256 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1083263.625000 Penalty: 4665.248535
	Iteration 19Q: 3 clusters Score -1083264 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1083276.250000 Penalty: 4665.248535
	Iteration 20F: 3 clusters Score -1083276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1083281.500000 Penalty: 4665.248535
	Iteration 21Q: 3 clusters Score -1083282 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1083292.250000 Penalty: 4665.248535
	Iteration 22Q: 3 clusters Score -1083292 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1083296.125000 Penalty: 4665.248535
	Iteration 23Q: 3 clusters Score -1083296 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1083305.500000 Penalty: 4665.248535
	Iteration 24Q: 3 clusters Score -1083306 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1083313.500000 Penalty: 4665.248535
	Iteration 25Q: 3 clusters Score -1083314 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 3873 members 
Entering Unmasked Estep 
Score: -1083320.875000 Penalty: 4665.248535
	Iteration 26Q: 3 clusters Score -1083321 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1083328.250000 Penalty: 4665.248535
	Iteration 27Q: 3 clusters Score -1083328 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1083332.000000 Penalty: 4665.248535
	Iteration 28Q: 3 clusters Score -1083332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1083338.375000 Penalty: 4665.248535
	Iteration 29Q: 3 clusters Score -1083338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1083341.500000 Penalty: 4665.248535
	Iteration 30Q: 3 clusters Score -1083342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1083341.875000 Penalty: 4665.248535
	Iteration 31Q: 3 clusters Score -1083342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1083342.500000 Penalty: 4665.248535
	Iteration 32Q: 3 clusters Score -1083342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1083342.875000 Penalty: 4665.248535
	Iteration 33Q: 3 clusters Score -1083343 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -1083342.000000 Penalty: 4665.248535
	Iteration 34Q: 3 clusters Score -1083342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1083342.625000 Penalty: 4665.248535
	Iteration 35Q: 3 clusters Score -1083343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1083342.125000 Penalty: 4665.248535
	Iteration 36Q: 3 clusters Score -1083342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1083344.750000 Penalty: 4665.248535
	Iteration 37Q: 3 clusters Score -1083345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1083347.750000 Penalty: 4665.248535
	Iteration 38Q: 3 clusters Score -1083348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1083346.375000 Penalty: 4665.248535
	Iteration 39Q: 3 clusters Score -1083346 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1083351.125000 Penalty: 4665.248535
	Iteration 40F: 3 clusters Score -1083351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1083352.625000 Penalty: 4665.248535
	Iteration 41Q: 3 clusters Score -1083353 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1083355.250000 Penalty: 4665.248535
	Iteration 42Q: 3 clusters Score -1083355 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -1083353.500000 Penalty: 4665.248535
	Iteration 43Q: 3 clusters Score -1083354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1083353.875000 Penalty: 4665.248535
	Iteration 44Q: 3 clusters Score -1083354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -1083353.875000 Penalty: 4665.248535
	Iteration 45F: 3 clusters Score -1083354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (8678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Entering Unmasked Estep 
Score: -976951.937500 Penalty: 2248.999512
	Iteration 0F: 2 clusters Score -976951.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -970132.750000 Penalty: 4497.999023
	Iteration 0F: 3 clusters Score -970132.8 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -972074.625000 Penalty: 4497.999023
	Iteration 1F: 3 clusters Score -972074.6 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -972361.500000 Penalty: 4497.999023
	Iteration 2F: 3 clusters Score -972361.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -972547.187500 Penalty: 4497.999023
	Iteration 3Q: 3 clusters Score -972547.2 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -972702.000000 Penalty: 4497.999023
	Iteration 4Q: 3 clusters Score -972702 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -972863.750000 Penalty: 4497.999023
	Iteration 5Q: 3 clusters Score -972863.8 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -973006.500000 Penalty: 4497.999023
	Iteration 6Q: 3 clusters Score -973006.5 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -973168.437500 Penalty: 4497.999023
	Iteration 7Q: 3 clusters Score -973168.4 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -973345.125000 Penalty: 4497.999023
	Iteration 8Q: 3 clusters Score -973345.1 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -973535.750000 Penalty: 4497.999023
	Iteration 9Q: 3 clusters Score -973535.8 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -973764.812500 Penalty: 4497.999023
	Iteration 10Q: 3 clusters Score -973764.8 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -973998.812500 Penalty: 4497.999023
	Iteration 11Q: 3 clusters Score -973998.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -974205.750000 Penalty: 4497.999023
	Iteration 12Q: 3 clusters Score -974205.8 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -974379.062500 Penalty: 4497.999023
	Iteration 13Q: 3 clusters Score -974379.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -974535.500000 Penalty: 4497.999023
	Iteration 14Q: 3 clusters Score -974535.5 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -974656.000000 Penalty: 4497.999023
	Iteration 15Q: 3 clusters Score -974656 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -974737.562500 Penalty: 4497.999023
	Iteration 16Q: 3 clusters Score -974737.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -974799.687500 Penalty: 4497.999023
	Iteration 17Q: 3 clusters Score -974799.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -974843.875000 Penalty: 4497.999023
	Iteration 18Q: 3 clusters Score -974843.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 8288 members 
Entering Unmasked Estep 
Score: -974875.187500 Penalty: 4497.999023
	Iteration 19Q: 3 clusters Score -974875.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -974905.375000 Penalty: 4497.999023
	Iteration 20F: 3 clusters Score -974905.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -974925.625000 Penalty: 4497.999023
	Iteration 21Q: 3 clusters Score -974925.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -974941.500000 Penalty: 4497.999023
	Iteration 22Q: 3 clusters Score -974941.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8342 members 
Entering Unmasked Estep 
Score: -974950.937500 Penalty: 4497.999023
	Iteration 23Q: 3 clusters Score -974950.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -974954.500000 Penalty: 4497.999023
	Iteration 24Q: 3 clusters Score -974954.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -974958.125000 Penalty: 4497.999023
	Iteration 25Q: 3 clusters Score -974958.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -974961.937500 Penalty: 4497.999023
	Iteration 26Q: 3 clusters Score -974961.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -974964.312500 Penalty: 4497.999023
	Iteration 27Q: 3 clusters Score -974964.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -974970.062500 Penalty: 4497.999023
	Iteration 28Q: 3 clusters Score -974970.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -974977.437500 Penalty: 4497.999023
	Iteration 29Q: 3 clusters Score -974977.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 8370 members 
Entering Unmasked Estep 
Score: -974982.875000 Penalty: 4497.999023
	Iteration 30Q: 3 clusters Score -974982.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -974992.937500 Penalty: 4497.999023
	Iteration 31Q: 3 clusters Score -974992.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -975000.062500 Penalty: 4497.999023
	Iteration 32Q: 3 clusters Score -975000.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -975002.750000 Penalty: 4497.999023
	Iteration 33Q: 3 clusters Score -975002.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -975002.750000 Penalty: 4497.999023
	Iteration 34F: 3 clusters Score -975002.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (188691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188691 members 
Entering Unmasked Estep 
Score: -22326824.000000 Penalty: 3012.670898
	Iteration 0F: 2 clusters Score -2.232682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93911 members 
Mstep: Class 2 contains 94780 members 
Entering Unmasked Estep 
Score: -22202100.000000 Penalty: 6025.341797
	Iteration 0F: 3 clusters Score -2.22021e+07 nChanged 90616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86155 members 
Mstep: Class 2 contains 102536 members 
Entering Unmasked Estep 
Score: -22256426.000000 Penalty: 6025.341797
	Iteration 1F: 3 clusters Score -2.225643e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 107425 members 
Entering Unmasked Estep 
Score: -22259054.000000 Penalty: 6025.341797
	Iteration 2Q: 3 clusters Score -2.225905e+07 nChanged 9696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73914 members 
Mstep: Class 2 contains 114777 members 
Entering Unmasked Estep 
Score: -22263958.000000 Penalty: 6025.341797
	Iteration 3F: 3 clusters Score -2.226396e+07 nChanged 12684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63462 members 
Mstep: Class 2 contains 125229 members 
Entering Unmasked Estep 
Score: -22272274.000000 Penalty: 6025.341797
	Iteration 4F: 3 clusters Score -2.227227e+07 nChanged 15000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50310 members 
Mstep: Class 2 contains 138381 members 
Entering Unmasked Estep 
Score: -22284616.000000 Penalty: 6025.341797
	Iteration 5F: 3 clusters Score -2.228462e+07 nChanged 14604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37236 members 
Mstep: Class 2 contains 151455 members 
Entering Unmasked Estep 
Score: -22298238.000000 Penalty: 6025.341797
	Iteration 6F: 3 clusters Score -2.229824e+07 nChanged 11147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27389 members 
Mstep: Class 2 contains 161302 members 
Entering Unmasked Estep 
Score: -22309118.000000 Penalty: 6025.341797
	Iteration 7F: 3 clusters Score -2.230912e+07 nChanged 7117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 167277 members 
Entering Unmasked Estep 
Score: -22314868.000000 Penalty: 6025.341797
	Iteration 8Q: 3 clusters Score -2.231487e+07 nChanged 4507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 170974 members 
Entering Unmasked Estep 
Score: -22318078.000000 Penalty: 6025.341797
	Iteration 9Q: 3 clusters Score -2.231808e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15073 members 
Mstep: Class 2 contains 173618 members 
Entering Unmasked Estep 
Score: -22319652.000000 Penalty: 6025.341797
	Iteration 10Q: 3 clusters Score -2.231965e+07 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 175770 members 
Entering Unmasked Estep 
Score: -22320738.000000 Penalty: 6025.341797
	Iteration 11Q: 3 clusters Score -2.232074e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 177544 members 
Entering Unmasked Estep 
Score: -22321692.000000 Penalty: 6025.341797
	Iteration 12Q: 3 clusters Score -2.232169e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 178999 members 
Entering Unmasked Estep 
Score: -22322310.000000 Penalty: 6025.341797
	Iteration 13Q: 3 clusters Score -2.232231e+07 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 180228 members 
Entering Unmasked Estep 
Score: -22322736.000000 Penalty: 6025.341797
	Iteration 14Q: 3 clusters Score -2.232274e+07 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 181328 members 
Entering Unmasked Estep 
Score: -22323144.000000 Penalty: 6025.341797
	Iteration 15Q: 3 clusters Score -2.232314e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 182255 members 
Entering Unmasked Estep 
Score: -22323472.000000 Penalty: 6025.341797
	Iteration 16Q: 3 clusters Score -2.232347e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 182989 members 
Entering Unmasked Estep 
Score: -22323736.000000 Penalty: 6025.341797
	Iteration 17Q: 3 clusters Score -2.232374e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 183623 members 
Entering Unmasked Estep 
Score: -22323984.000000 Penalty: 6025.341797
	Iteration 18Q: 3 clusters Score -2.232398e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 184183 members 
Entering Unmasked Estep 
Score: -22324084.000000 Penalty: 6025.341797
	Iteration 19Q: 3 clusters Score -2.232408e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 184634 members 
Entering Unmasked Estep 
Score: -22324180.000000 Penalty: 6025.341797
	Iteration 20F: 3 clusters Score -2.232418e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 185012 members 
Entering Unmasked Estep 
Score: -22324316.000000 Penalty: 6025.341797
	Iteration 21Q: 3 clusters Score -2.232432e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 185322 members 
Entering Unmasked Estep 
Score: -22324400.000000 Penalty: 6025.341797
	Iteration 22Q: 3 clusters Score -2.23244e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 185574 members 
Entering Unmasked Estep 
Score: -22324450.000000 Penalty: 6025.341797
	Iteration 23Q: 3 clusters Score -2.232445e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 185791 members 
Entering Unmasked Estep 
Score: -22324512.000000 Penalty: 6025.341797
	Iteration 24Q: 3 clusters Score -2.232451e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 185976 members 
Entering Unmasked Estep 
Score: -22324534.000000 Penalty: 6025.341797
	Iteration 25Q: 3 clusters Score -2.232453e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 186125 members 
Entering Unmasked Estep 
Score: -22324592.000000 Penalty: 6025.341797
	Iteration 26Q: 3 clusters Score -2.232459e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 186270 members 
Entering Unmasked Estep 
Score: -22324628.000000 Penalty: 6025.341797
	Iteration 27Q: 3 clusters Score -2.232463e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 186391 members 
Entering Unmasked Estep 
Score: -22324616.000000 Penalty: 6025.341797
	Iteration 28Q: 3 clusters Score -2.232462e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 186489 members 
Entering Unmasked Estep 
Score: -22324618.000000 Penalty: 6025.341797
	Iteration 29Q: 3 clusters Score -2.232462e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 186568 members 
Entering Unmasked Estep 
Score: -22324656.000000 Penalty: 6025.341797
	Iteration 30Q: 3 clusters Score -2.232466e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 186641 members 
Entering Unmasked Estep 
Score: -22324688.000000 Penalty: 6025.341797
	Iteration 31Q: 3 clusters Score -2.232469e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 186708 members 
Entering Unmasked Estep 
Score: -22324662.000000 Penalty: 6025.341797
	Iteration 32Q: 3 clusters Score -2.232466e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 186753 members 
Entering Unmasked Estep 
Score: -22324666.000000 Penalty: 6025.341797
	Iteration 33Q: 3 clusters Score -2.232467e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 186792 members 
Entering Unmasked Estep 
Score: -22324692.000000 Penalty: 6025.341797
	Iteration 34Q: 3 clusters Score -2.232469e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 186830 members 
Entering Unmasked Estep 
Score: -22324720.000000 Penalty: 6025.341797
	Iteration 35Q: 3 clusters Score -2.232472e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 186862 members 
Entering Unmasked Estep 
Score: -22324730.000000 Penalty: 6025.341797
	Iteration 36Q: 3 clusters Score -2.232473e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 186898 members 
Entering Unmasked Estep 
Score: -22324736.000000 Penalty: 6025.341797
	Iteration 37Q: 3 clusters Score -2.232474e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 186934 members 
Entering Unmasked Estep 
Score: -22324742.000000 Penalty: 6025.341797
	Iteration 38Q: 3 clusters Score -2.232474e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 186971 members 
Entering Unmasked Estep 
Score: -22324734.000000 Penalty: 6025.341797
	Iteration 39Q: 3 clusters Score -2.232473e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 187003 members 
Entering Unmasked Estep 
Score: -22324766.000000 Penalty: 6025.341797
	Iteration 40F: 3 clusters Score -2.232477e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 187029 members 
Entering Unmasked Estep 
Score: -22324776.000000 Penalty: 6025.341797
	Iteration 41Q: 3 clusters Score -2.232478e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 187053 members 
Entering Unmasked Estep 
Score: -22324796.000000 Penalty: 6025.341797
	Iteration 42Q: 3 clusters Score -2.23248e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 187081 members 
Entering Unmasked Estep 
Score: -22324798.000000 Penalty: 6025.341797
	Iteration 43Q: 3 clusters Score -2.23248e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 187111 members 
Entering Unmasked Estep 
Score: -22324780.000000 Penalty: 6025.341797
	Iteration 44Q: 3 clusters Score -2.232478e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 187133 members 
Entering Unmasked Estep 
Score: -22324806.000000 Penalty: 6025.341797
	Iteration 45Q: 3 clusters Score -2.232481e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 187153 members 
Entering Unmasked Estep 
Score: -22324832.000000 Penalty: 6025.341797
	Iteration 46Q: 3 clusters Score -2.232483e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 187175 members 
Entering Unmasked Estep 
Score: -22324846.000000 Penalty: 6025.341797
	Iteration 47Q: 3 clusters Score -2.232485e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 187192 members 
Entering Unmasked Estep 
Score: -22324838.000000 Penalty: 6025.341797
	Iteration 48Q: 3 clusters Score -2.232484e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 187207 members 
Entering Unmasked Estep 
Score: -22324830.000000 Penalty: 6025.341797
	Iteration 49Q: 3 clusters Score -2.232483e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 187216 members 
Entering Unmasked Estep 
Score: -22324806.000000 Penalty: 6025.341797
	Iteration 50Q: 3 clusters Score -2.232481e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 187229 members 
Entering Unmasked Estep 
Score: -22324814.000000 Penalty: 6025.341797
	Iteration 51Q: 3 clusters Score -2.232481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 187232 members 
Entering Unmasked Estep 
Score: -22324810.000000 Penalty: 6025.341797
	Iteration 52Q: 3 clusters Score -2.232481e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 187237 members 
Entering Unmasked Estep 
Score: -22324802.000000 Penalty: 6025.341797
	Iteration 53Q: 3 clusters Score -2.23248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 187241 members 
Entering Unmasked Estep 
Score: -22324798.000000 Penalty: 6025.341797
	Iteration 54Q: 3 clusters Score -2.23248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 187243 members 
Entering Unmasked Estep 
Score: -22324796.000000 Penalty: 6025.341797
	Iteration 55Q: 3 clusters Score -2.23248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 187246 members 
Entering Unmasked Estep 
Score: -22324796.000000 Penalty: 6025.341797
	Iteration 56Q: 3 clusters Score -2.23248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 187247 members 
Entering Unmasked Estep 
Score: -22324790.000000 Penalty: 6025.341797
	Iteration 57Q: 3 clusters Score -2.232479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 187250 members 
Entering Unmasked Estep 
Score: -22324788.000000 Penalty: 6025.341797
	Iteration 58Q: 3 clusters Score -2.232479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 187255 members 
Entering Unmasked Estep 
Score: -22324796.000000 Penalty: 6025.341797
	Iteration 59Q: 3 clusters Score -2.23248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 187258 members 
Entering Unmasked Estep 
Score: -22324794.000000 Penalty: 6025.341797
	Iteration 60F: 3 clusters Score -2.232479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 187259 members 
Entering Unmasked Estep 
Score: -22324784.000000 Penalty: 6025.341797
	Iteration 61Q: 3 clusters Score -2.232478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 187260 members 
Entering Unmasked Estep 
Score: -22324782.000000 Penalty: 6025.341797
	Iteration 62Q: 3 clusters Score -2.232478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 187261 members 
Entering Unmasked Estep 
Score: -22324784.000000 Penalty: 6025.341797
	Iteration 63Q: 3 clusters Score -2.232478e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 187264 members 
Entering Unmasked Estep 
Score: -22324782.000000 Penalty: 6025.341797
	Iteration 64Q: 3 clusters Score -2.232478e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 187270 members 
Entering Unmasked Estep 
Score: -22324788.000000 Penalty: 6025.341797
	Iteration 65Q: 3 clusters Score -2.232479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 187273 members 
Entering Unmasked Estep 
Score: -22324792.000000 Penalty: 6025.341797
	Iteration 66Q: 3 clusters Score -2.232479e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 187280 members 
Entering Unmasked Estep 
Score: -22324806.000000 Penalty: 6025.341797
	Iteration 67Q: 3 clusters Score -2.232481e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 187288 members 
Entering Unmasked Estep 
Score: -22324790.000000 Penalty: 6025.341797
	Iteration 68Q: 3 clusters Score -2.232479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 187291 members 
Entering Unmasked Estep 
Score: -22324778.000000 Penalty: 6025.341797
	Iteration 69Q: 3 clusters Score -2.232478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 187293 members 
Entering Unmasked Estep 
Score: -22324776.000000 Penalty: 6025.341797
	Iteration 70Q: 3 clusters Score -2.232478e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 187296 members 
Entering Unmasked Estep 
Score: -22324764.000000 Penalty: 6025.341797
	Iteration 71Q: 3 clusters Score -2.232476e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 187301 members 
Entering Unmasked Estep 
Score: -22324758.000000 Penalty: 6025.341797
	Iteration 72Q: 3 clusters Score -2.232476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 187305 members 
Entering Unmasked Estep 
Score: -22324766.000000 Penalty: 6025.341797
	Iteration 73Q: 3 clusters Score -2.232477e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 187311 members 
Entering Unmasked Estep 
Score: -22324790.000000 Penalty: 6025.341797
	Iteration 74Q: 3 clusters Score -2.232479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 187312 members 
Entering Unmasked Estep 
Score: -22324788.000000 Penalty: 6025.341797
	Iteration 75Q: 3 clusters Score -2.232479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 187317 members 
Entering Unmasked Estep 
Score: -22324770.000000 Penalty: 6025.341797
	Iteration 76Q: 3 clusters Score -2.232477e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 187324 members 
Entering Unmasked Estep 
Score: -22324788.000000 Penalty: 6025.341797
	Iteration 77Q: 3 clusters Score -2.232479e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 187326 members 
Entering Unmasked Estep 
Score: -22324768.000000 Penalty: 6025.341797
	Iteration 78Q: 3 clusters Score -2.232477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 187331 members 
Entering Unmasked Estep 
Score: -22324774.000000 Penalty: 6025.341797
	Iteration 79Q: 3 clusters Score -2.232477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 187332 members 
Entering Unmasked Estep 
Score: -22324784.000000 Penalty: 6025.341797
	Iteration 80F: 3 clusters Score -2.232478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 187334 members 
Entering Unmasked Estep 
Score: -22324796.000000 Penalty: 6025.341797
	Iteration 81Q: 3 clusters Score -2.23248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 187336 members 
Entering Unmasked Estep 
Score: -22324796.000000 Penalty: 6025.341797
	Iteration 82Q: 3 clusters Score -2.23248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 187338 members 
Entering Unmasked Estep 
Score: -22324792.000000 Penalty: 6025.341797
	Iteration 83Q: 3 clusters Score -2.232479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 187341 members 
Entering Unmasked Estep 
Score: -22324786.000000 Penalty: 6025.341797
	Iteration 84Q: 3 clusters Score -2.232479e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 187344 members 
Entering Unmasked Estep 
Score: -22324778.000000 Penalty: 6025.341797
	Iteration 85Q: 3 clusters Score -2.232478e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 187346 members 
Entering Unmasked Estep 
Score: -22324770.000000 Penalty: 6025.341797
	Iteration 86Q: 3 clusters Score -2.232477e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 187348 members 
Entering Unmasked Estep 
Score: -22324778.000000 Penalty: 6025.341797
	Iteration 87Q: 3 clusters Score -2.232478e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 187348 members 
Entering Unmasked Estep 
Score: -22324778.000000 Penalty: 6025.341797
	Iteration 88F: 3 clusters Score -2.232478e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (51469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51469 members 
Entering Unmasked Estep 
Score: -6166804.500000 Penalty: 2690.486328
	Iteration 0F: 2 clusters Score -6166804 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -6132382.000000 Penalty: 5380.972656
	Iteration 0F: 3 clusters Score -6132382 nChanged 23663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -6145569.000000 Penalty: 5380.972656
	Iteration 1F: 3 clusters Score -6145569 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -6146209.000000 Penalty: 5380.972656
	Iteration 2Q: 3 clusters Score -6146209 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28463 members 
Mstep: Class 2 contains 23006 members 
Entering Unmasked Estep 
Score: -6146859.000000 Penalty: 5380.972656
	Iteration 3Q: 3 clusters Score -6146859 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -6147653.500000 Penalty: 5380.972656
	Iteration 4Q: 3 clusters Score -6147654 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -6148829.500000 Penalty: 5380.972656
	Iteration 5Q: 3 clusters Score -6148830 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -6150553.500000 Penalty: 5380.972656
	Iteration 6F: 3 clusters Score -6150554 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37578 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -6153031.500000 Penalty: 5380.972656
	Iteration 7F: 3 clusters Score -6153032 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41127 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
Score: -6156063.000000 Penalty: 5380.972656
	Iteration 8F: 3 clusters Score -6156063 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -6158880.500000 Penalty: 5380.972656
	Iteration 9F: 3 clusters Score -6158880 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46644 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -6161044.500000 Penalty: 5380.972656
	Iteration 10Q: 3 clusters Score -6161044 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -6162479.500000 Penalty: 5380.972656
	Iteration 11Q: 3 clusters Score -6162480 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49113 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6163254.000000 Penalty: 5380.972656
	Iteration 12Q: 3 clusters Score -6163254 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49658 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -6163752.000000 Penalty: 5380.972656
	Iteration 13Q: 3 clusters Score -6163752 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -6163972.000000 Penalty: 5380.972656
	Iteration 14Q: 3 clusters Score -6163972 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -6164095.000000 Penalty: 5380.972656
	Iteration 15Q: 3 clusters Score -6164095 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50331 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -6164196.500000 Penalty: 5380.972656
	Iteration 16Q: 3 clusters Score -6164196 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50433 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -6164256.500000 Penalty: 5380.972656
	Iteration 17Q: 3 clusters Score -6164256 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50509 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -6164314.000000 Penalty: 5380.972656
	Iteration 18Q: 3 clusters Score -6164314 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50577 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6164354.500000 Penalty: 5380.972656
	Iteration 19Q: 3 clusters Score -6164354 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50632 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -6164382.000000 Penalty: 5380.972656
	Iteration 20F: 3 clusters Score -6164382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50673 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -6164398.000000 Penalty: 5380.972656
	Iteration 21Q: 3 clusters Score -6164398 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50704 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6164413.500000 Penalty: 5380.972656
	Iteration 22Q: 3 clusters Score -6164414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50733 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -6164421.000000 Penalty: 5380.972656
	Iteration 23Q: 3 clusters Score -6164421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50751 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6164438.500000 Penalty: 5380.972656
	Iteration 24Q: 3 clusters Score -6164438 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50761 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -6164446.500000 Penalty: 5380.972656
	Iteration 25Q: 3 clusters Score -6164446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50771 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -6164458.500000 Penalty: 5380.972656
	Iteration 26Q: 3 clusters Score -6164458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50776 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -6164461.500000 Penalty: 5380.972656
	Iteration 27Q: 3 clusters Score -6164462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50780 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6164463.500000 Penalty: 5380.972656
	Iteration 28Q: 3 clusters Score -6164464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50786 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -6164467.000000 Penalty: 5380.972656
	Iteration 29Q: 3 clusters Score -6164467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50791 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6164465.500000 Penalty: 5380.972656
	Iteration 30Q: 3 clusters Score -6164466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50794 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -6164479.000000 Penalty: 5380.972656
	Iteration 31Q: 3 clusters Score -6164479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50795 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6164479.500000 Penalty: 5380.972656
	Iteration 32Q: 3 clusters Score -6164480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6164482.000000 Penalty: 5380.972656
	Iteration 33Q: 3 clusters Score -6164482 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50800 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -6164484.500000 Penalty: 5380.972656
	Iteration 34Q: 3 clusters Score -6164484 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50803 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6164488.500000 Penalty: 5380.972656
	Iteration 35Q: 3 clusters Score -6164488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50806 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -6164493.000000 Penalty: 5380.972656
	Iteration 36Q: 3 clusters Score -6164493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50811 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -6164489.000000 Penalty: 5380.972656
	Iteration 37Q: 3 clusters Score -6164489 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50817 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6164496.000000 Penalty: 5380.972656
	Iteration 38Q: 3 clusters Score -6164496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50819 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -6164494.500000 Penalty: 5380.972656
	Iteration 39Q: 3 clusters Score -6164494 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50822 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -6164492.500000 Penalty: 5380.972656
	Iteration 40F: 3 clusters Score -6164492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Entering Unmasked Estep 
Score: -1359542.375000 Penalty: 2333.784180
	Iteration 0F: 2 clusters Score -1359542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -1350382.500000 Penalty: 4667.568359
	Iteration 0F: 3 clusters Score -1350382 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1353305.500000 Penalty: 4667.568359
	Iteration 1F: 3 clusters Score -1353306 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -1353804.250000 Penalty: 4667.568359
	Iteration 2F: 3 clusters Score -1353804 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1354350.750000 Penalty: 4667.568359
	Iteration 3F: 3 clusters Score -1354351 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 7764 members 
Entering Unmasked Estep 
Score: -1355044.000000 Penalty: 4667.568359
	Iteration 4F: 3 clusters Score -1355044 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1355878.375000 Penalty: 4667.568359
	Iteration 5F: 3 clusters Score -1355878 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 8803 members 
Entering Unmasked Estep 
Score: -1356627.500000 Penalty: 4667.568359
	Iteration 6F: 3 clusters Score -1356628 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -1357102.500000 Penalty: 4667.568359
	Iteration 7F: 3 clusters Score -1357102 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1357449.250000 Penalty: 4667.568359
	Iteration 8Q: 3 clusters Score -1357449 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1357679.000000 Penalty: 4667.568359
	Iteration 9Q: 3 clusters Score -1357679 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1357843.000000 Penalty: 4667.568359
	Iteration 10Q: 3 clusters Score -1357843 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -1357927.000000 Penalty: 4667.568359
	Iteration 11Q: 3 clusters Score -1357927 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -1357975.375000 Penalty: 4667.568359
	Iteration 12Q: 3 clusters Score -1357975 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -1358015.750000 Penalty: 4667.568359
	Iteration 13Q: 3 clusters Score -1358016 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1358048.875000 Penalty: 4667.568359
	Iteration 14Q: 3 clusters Score -1358049 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 10221 members 
Entering Unmasked Estep 
Score: -1358073.000000 Penalty: 4667.568359
	Iteration 15Q: 3 clusters Score -1358073 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -1358104.750000 Penalty: 4667.568359
	Iteration 16Q: 3 clusters Score -1358105 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -1358125.625000 Penalty: 4667.568359
	Iteration 17Q: 3 clusters Score -1358126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -1358148.750000 Penalty: 4667.568359
	Iteration 18Q: 3 clusters Score -1358149 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1358168.500000 Penalty: 4667.568359
	Iteration 19Q: 3 clusters Score -1358168 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1358183.750000 Penalty: 4667.568359
	Iteration 20F: 3 clusters Score -1358184 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1358195.625000 Penalty: 4667.568359
	Iteration 21Q: 3 clusters Score -1358196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 10504 members 
Entering Unmasked Estep 
Score: -1358206.250000 Penalty: 4667.568359
	Iteration 22Q: 3 clusters Score -1358206 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -1358214.375000 Penalty: 4667.568359
	Iteration 23Q: 3 clusters Score -1358214 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -1358229.500000 Penalty: 4667.568359
	Iteration 24Q: 3 clusters Score -1358230 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1358243.750000 Penalty: 4667.568359
	Iteration 25Q: 3 clusters Score -1358244 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1358267.625000 Penalty: 4667.568359
	Iteration 26Q: 3 clusters Score -1358268 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1358291.000000 Penalty: 4667.568359
	Iteration 27Q: 3 clusters Score -1358291 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1358308.125000 Penalty: 4667.568359
	Iteration 28Q: 3 clusters Score -1358308 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -1358326.625000 Penalty: 4667.568359
	Iteration 29Q: 3 clusters Score -1358327 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -1358348.375000 Penalty: 4667.568359
	Iteration 30Q: 3 clusters Score -1358348 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1358368.000000 Penalty: 4667.568359
	Iteration 31Q: 3 clusters Score -1358368 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 10794 members 
Entering Unmasked Estep 
Score: -1358391.750000 Penalty: 4667.568359
	Iteration 32Q: 3 clusters Score -1358392 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -1358421.500000 Penalty: 4667.568359
	Iteration 33Q: 3 clusters Score -1358422 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -1358438.125000 Penalty: 4667.568359
	Iteration 34Q: 3 clusters Score -1358438 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1358447.375000 Penalty: 4667.568359
	Iteration 35Q: 3 clusters Score -1358447 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1358457.625000 Penalty: 4667.568359
	Iteration 36Q: 3 clusters Score -1358458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -1358463.625000 Penalty: 4667.568359
	Iteration 37Q: 3 clusters Score -1358464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1358468.875000 Penalty: 4667.568359
	Iteration 38Q: 3 clusters Score -1358469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1358470.625000 Penalty: 4667.568359
	Iteration 39Q: 3 clusters Score -1358471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1358470.750000 Penalty: 4667.568359
	Iteration 40F: 3 clusters Score -1358471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -1358470.875000 Penalty: 4667.568359
	Iteration 41Q: 3 clusters Score -1358471 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1358472.625000 Penalty: 4667.568359
	Iteration 42Q: 3 clusters Score -1358473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -1358473.375000 Penalty: 4667.568359
	Iteration 43Q: 3 clusters Score -1358473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -1358477.375000 Penalty: 4667.568359
	Iteration 44Q: 3 clusters Score -1358477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -1358476.875000 Penalty: 4667.568359
	Iteration 45Q: 3 clusters Score -1358477 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1358475.875000 Penalty: 4667.568359
	Iteration 46Q: 3 clusters Score -1358476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1358476.375000 Penalty: 4667.568359
	Iteration 47Q: 3 clusters Score -1358476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -1358476.375000 Penalty: 4667.568359
	Iteration 48F: 3 clusters Score -1358476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Entering Unmasked Estep 
Score: -48015.417969 Penalty: 1527.455688
	Iteration 0F: 2 clusters Score -48015.42 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 215 members 
Entering Unmasked Estep 
Score: -46528.179688 Penalty: 3054.911377
	Iteration 0F: 3 clusters Score -46528.18 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46713.230469 Penalty: 3054.911377
	Iteration 1F: 3 clusters Score -46713.23 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46762.433594 Penalty: 3054.911377
	Iteration 2F: 3 clusters Score -46762.43 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46790.187500 Penalty: 3054.911377
	Iteration 3Q: 3 clusters Score -46790.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46798.562500 Penalty: 3054.911377
	Iteration 4Q: 3 clusters Score -46798.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -46806.144531 Penalty: 3054.911377
	Iteration 5Q: 3 clusters Score -46806.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46811.191406 Penalty: 3054.911377
	Iteration 6Q: 3 clusters Score -46811.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46811.191406 Penalty: 3054.911377
	Iteration 7F: 3 clusters Score -46811.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (169321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169321 members 
Entering Unmasked Estep 
Score: -20049246.000000 Penalty: 2985.808838
	Iteration 0F: 2 clusters Score -2.004925e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84706 members 
Mstep: Class 2 contains 84615 members 
Entering Unmasked Estep 
Score: -19936562.000000 Penalty: 5971.617676
	Iteration 0F: 3 clusters Score -1.993656e+07 nChanged 81240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85938 members 
Mstep: Class 2 contains 83383 members 
Entering Unmasked Estep 
Score: -19983700.000000 Penalty: 5971.617676
	Iteration 1F: 3 clusters Score -1.99837e+07 nChanged 5325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86567 members 
Mstep: Class 2 contains 82754 members 
Entering Unmasked Estep 
Score: -19984878.000000 Penalty: 5971.617676
	Iteration 2Q: 3 clusters Score -1.998488e+07 nChanged 5785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87586 members 
Mstep: Class 2 contains 81735 members 
Entering Unmasked Estep 
Score: -19986562.000000 Penalty: 5971.617676
	Iteration 3Q: 3 clusters Score -1.998656e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89295 members 
Mstep: Class 2 contains 80026 members 
Entering Unmasked Estep 
Score: -19989088.000000 Penalty: 5971.617676
	Iteration 4Q: 3 clusters Score -1.998909e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91875 members 
Mstep: Class 2 contains 77446 members 
Entering Unmasked Estep 
Score: -19992900.000000 Penalty: 5971.617676
	Iteration 5Q: 3 clusters Score -1.99929e+07 nChanged 9802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95765 members 
Mstep: Class 2 contains 73556 members 
Entering Unmasked Estep 
Score: -19999048.000000 Penalty: 5971.617676
	Iteration 6F: 3 clusters Score -1.999905e+07 nChanged 11445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100774 members 
Mstep: Class 2 contains 68547 members 
Entering Unmasked Estep 
Score: -20007728.000000 Penalty: 5971.617676
	Iteration 7F: 3 clusters Score -2.000773e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105879 members 
Mstep: Class 2 contains 63442 members 
Entering Unmasked Estep 
Score: -20017404.000000 Penalty: 5971.617676
	Iteration 8F: 3 clusters Score -2.00174e+07 nChanged 10160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109705 members 
Mstep: Class 2 contains 59616 members 
Entering Unmasked Estep 
Score: -20023614.000000 Penalty: 5971.617676
	Iteration 9F: 3 clusters Score -2.002361e+07 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112454 members 
Mstep: Class 2 contains 56867 members 
Entering Unmasked Estep 
Score: -20026268.000000 Penalty: 5971.617676
	Iteration 10Q: 3 clusters Score -2.002627e+07 nChanged 4050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115020 members 
Mstep: Class 2 contains 54301 members 
Entering Unmasked Estep 
Score: -20027354.000000 Penalty: 5971.617676
	Iteration 11Q: 3 clusters Score -2.002735e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117635 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -20028354.000000 Penalty: 5971.617676
	Iteration 12Q: 3 clusters Score -2.002835e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120349 members 
Mstep: Class 2 contains 48972 members 
Entering Unmasked Estep 
Score: -20029082.000000 Penalty: 5971.617676
	Iteration 13Q: 3 clusters Score -2.002908e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123134 members 
Mstep: Class 2 contains 46187 members 
Entering Unmasked Estep 
Score: -20029900.000000 Penalty: 5971.617676
	Iteration 14Q: 3 clusters Score -2.00299e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126085 members 
Mstep: Class 2 contains 43236 members 
Entering Unmasked Estep 
Score: -20030848.000000 Penalty: 5971.617676
	Iteration 15Q: 3 clusters Score -2.003085e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129217 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -20031800.000000 Penalty: 5971.617676
	Iteration 16Q: 3 clusters Score -2.00318e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132339 members 
Mstep: Class 2 contains 36982 members 
Entering Unmasked Estep 
Score: -20032844.000000 Penalty: 5971.617676
	Iteration 17Q: 3 clusters Score -2.003284e+07 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135548 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -20034186.000000 Penalty: 5971.617676
	Iteration 18Q: 3 clusters Score -2.003419e+07 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138710 members 
Mstep: Class 2 contains 30611 members 
Entering Unmasked Estep 
Score: -20035342.000000 Penalty: 5971.617676
	Iteration 19Q: 3 clusters Score -2.003534e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141807 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -20036574.000000 Penalty: 5971.617676
	Iteration 20F: 3 clusters Score -2.003657e+07 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -20037792.000000 Penalty: 5971.617676
	Iteration 21Q: 3 clusters Score -2.003779e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147692 members 
Mstep: Class 2 contains 21629 members 
Entering Unmasked Estep 
Score: -20039002.000000 Penalty: 5971.617676
	Iteration 22Q: 3 clusters Score -2.0039e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150410 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -20040274.000000 Penalty: 5971.617676
	Iteration 23Q: 3 clusters Score -2.004027e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152863 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -20041296.000000 Penalty: 5971.617676
	Iteration 24Q: 3 clusters Score -2.00413e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155127 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -20042208.000000 Penalty: 5971.617676
	Iteration 25Q: 3 clusters Score -2.004221e+07 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157173 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -20043066.000000 Penalty: 5971.617676
	Iteration 26Q: 3 clusters Score -2.004307e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158963 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -20043820.000000 Penalty: 5971.617676
	Iteration 27Q: 3 clusters Score -2.004382e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160535 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -20044466.000000 Penalty: 5971.617676
	Iteration 28Q: 3 clusters Score -2.004447e+07 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161878 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -20045044.000000 Penalty: 5971.617676
	Iteration 29Q: 3 clusters Score -2.004504e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162991 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -20045526.000000 Penalty: 5971.617676
	Iteration 30Q: 3 clusters Score -2.004553e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163903 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -20045872.000000 Penalty: 5971.617676
	Iteration 31Q: 3 clusters Score -2.004587e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164638 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -20046096.000000 Penalty: 5971.617676
	Iteration 32Q: 3 clusters Score -2.00461e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165225 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -20046302.000000 Penalty: 5971.617676
	Iteration 33Q: 3 clusters Score -2.00463e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165726 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -20046454.000000 Penalty: 5971.617676
	Iteration 34Q: 3 clusters Score -2.004645e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166130 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -20046622.000000 Penalty: 5971.617676
	Iteration 35Q: 3 clusters Score -2.004662e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166471 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -20046734.000000 Penalty: 5971.617676
	Iteration 36Q: 3 clusters Score -2.004673e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166742 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -20046816.000000 Penalty: 5971.617676
	Iteration 37Q: 3 clusters Score -2.004682e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166949 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -20046868.000000 Penalty: 5971.617676
	Iteration 38Q: 3 clusters Score -2.004687e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167109 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -20046958.000000 Penalty: 5971.617676
	Iteration 39Q: 3 clusters Score -2.004696e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167239 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -20047014.000000 Penalty: 5971.617676
	Iteration 40F: 3 clusters Score -2.004701e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167354 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -20047066.000000 Penalty: 5971.617676
	Iteration 41Q: 3 clusters Score -2.004707e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167452 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -20047098.000000 Penalty: 5971.617676
	Iteration 42Q: 3 clusters Score -2.00471e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167528 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -20047148.000000 Penalty: 5971.617676
	Iteration 43Q: 3 clusters Score -2.004715e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167585 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -20047188.000000 Penalty: 5971.617676
	Iteration 44Q: 3 clusters Score -2.004719e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167644 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -20047220.000000 Penalty: 5971.617676
	Iteration 45Q: 3 clusters Score -2.004722e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167683 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -20047262.000000 Penalty: 5971.617676
	Iteration 46Q: 3 clusters Score -2.004726e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167719 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -20047270.000000 Penalty: 5971.617676
	Iteration 47Q: 3 clusters Score -2.004727e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167743 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -20047286.000000 Penalty: 5971.617676
	Iteration 48Q: 3 clusters Score -2.004729e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167757 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -20047286.000000 Penalty: 5971.617676
	Iteration 49Q: 3 clusters Score -2.004729e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167777 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -20047302.000000 Penalty: 5971.617676
	Iteration 50Q: 3 clusters Score -2.00473e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167798 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -20047310.000000 Penalty: 5971.617676
	Iteration 51Q: 3 clusters Score -2.004731e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167815 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -20047346.000000 Penalty: 5971.617676
	Iteration 52Q: 3 clusters Score -2.004735e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167837 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -20047382.000000 Penalty: 5971.617676
	Iteration 53Q: 3 clusters Score -2.004738e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167851 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -20047392.000000 Penalty: 5971.617676
	Iteration 54Q: 3 clusters Score -2.004739e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167858 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -20047396.000000 Penalty: 5971.617676
	Iteration 55Q: 3 clusters Score -2.00474e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167883 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -20047414.000000 Penalty: 5971.617676
	Iteration 56Q: 3 clusters Score -2.004741e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167906 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -20047404.000000 Penalty: 5971.617676
	Iteration 57Q: 3 clusters Score -2.00474e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167924 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -20047434.000000 Penalty: 5971.617676
	Iteration 58Q: 3 clusters Score -2.004743e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167928 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -20047404.000000 Penalty: 5971.617676
	Iteration 59Q: 3 clusters Score -2.00474e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167939 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -20047398.000000 Penalty: 5971.617676
	Iteration 60F: 3 clusters Score -2.00474e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167945 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -20047420.000000 Penalty: 5971.617676
	Iteration 61Q: 3 clusters Score -2.004742e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167951 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -20047430.000000 Penalty: 5971.617676
	Iteration 62Q: 3 clusters Score -2.004743e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167957 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -20047440.000000 Penalty: 5971.617676
	Iteration 63Q: 3 clusters Score -2.004744e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167956 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -20047468.000000 Penalty: 5971.617676
	Iteration 64Q: 3 clusters Score -2.004747e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167961 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20047472.000000 Penalty: 5971.617676
	Iteration 65Q: 3 clusters Score -2.004747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167961 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -20047472.000000 Penalty: 5971.617676
	Iteration 66Q: 3 clusters Score -2.004747e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167965 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -20047464.000000 Penalty: 5971.617676
	Iteration 67Q: 3 clusters Score -2.004746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167972 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -20047464.000000 Penalty: 5971.617676
	Iteration 68Q: 3 clusters Score -2.004746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167974 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -20047492.000000 Penalty: 5971.617676
	Iteration 69Q: 3 clusters Score -2.004749e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167971 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -20047496.000000 Penalty: 5971.617676
	Iteration 70Q: 3 clusters Score -2.00475e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167975 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -20047508.000000 Penalty: 5971.617676
	Iteration 71Q: 3 clusters Score -2.004751e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167968 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20047520.000000 Penalty: 5971.617676
	Iteration 72Q: 3 clusters Score -2.004752e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167963 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -20047518.000000 Penalty: 5971.617676
	Iteration 73Q: 3 clusters Score -2.004752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167968 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -20047532.000000 Penalty: 5971.617676
	Iteration 74Q: 3 clusters Score -2.004753e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167972 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -20047530.000000 Penalty: 5971.617676
	Iteration 75Q: 3 clusters Score -2.004753e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20047524.000000 Penalty: 5971.617676
	Iteration 76Q: 3 clusters Score -2.004752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -20047530.000000 Penalty: 5971.617676
	Iteration 77Q: 3 clusters Score -2.004753e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167981 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -20047540.000000 Penalty: 5971.617676
	Iteration 78Q: 3 clusters Score -2.004754e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167986 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -20047560.000000 Penalty: 5971.617676
	Iteration 79Q: 3 clusters Score -2.004756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167991 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -20047548.000000 Penalty: 5971.617676
	Iteration 80F: 3 clusters Score -2.004755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167995 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -20047558.000000 Penalty: 5971.617676
	Iteration 81Q: 3 clusters Score -2.004756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167995 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -20047560.000000 Penalty: 5971.617676
	Iteration 82Q: 3 clusters Score -2.004756e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167995 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -20047568.000000 Penalty: 5971.617676
	Iteration 83Q: 3 clusters Score -2.004757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167996 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -20047564.000000 Penalty: 5971.617676
	Iteration 84Q: 3 clusters Score -2.004756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168003 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -20047572.000000 Penalty: 5971.617676
	Iteration 85Q: 3 clusters Score -2.004757e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168010 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -20047582.000000 Penalty: 5971.617676
	Iteration 86Q: 3 clusters Score -2.004758e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168013 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -20047580.000000 Penalty: 5971.617676
	Iteration 87Q: 3 clusters Score -2.004758e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168016 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20047568.000000 Penalty: 5971.617676
	Iteration 88Q: 3 clusters Score -2.004757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168017 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -20047566.000000 Penalty: 5971.617676
	Iteration 89Q: 3 clusters Score -2.004757e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168016 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20047566.000000 Penalty: 5971.617676
	Iteration 90Q: 3 clusters Score -2.004757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168016 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -20047566.000000 Penalty: 5971.617676
	Iteration 91F: 3 clusters Score -2.004757e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (23913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Entering Unmasked Estep 
Score: -2420923.000000 Penalty: 2500.379883
	Iteration 0F: 2 clusters Score -2420923 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2404343.750000 Penalty: 5000.759766
	Iteration 0F: 3 clusters Score -2404344 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12280 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2410168.000000 Penalty: 5000.759766
	Iteration 1F: 3 clusters Score -2410168 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -2410709.500000 Penalty: 5000.759766
	Iteration 2F: 3 clusters Score -2410710 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2411277.500000 Penalty: 5000.759766
	Iteration 3F: 3 clusters Score -2411278 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13047 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2411960.750000 Penalty: 5000.759766
	Iteration 4F: 3 clusters Score -2411961 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2412763.250000 Penalty: 5000.759766
	Iteration 5F: 3 clusters Score -2412763 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2413693.000000 Penalty: 5000.759766
	Iteration 6F: 3 clusters Score -2413693 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -2414694.250000 Penalty: 5000.759766
	Iteration 7F: 3 clusters Score -2414694 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15072 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -2415750.250000 Penalty: 5000.759766
	Iteration 8F: 3 clusters Score -2415750 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2416706.750000 Penalty: 5000.759766
	Iteration 9F: 3 clusters Score -2416707 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -2417420.000000 Penalty: 5000.759766
	Iteration 10Q: 3 clusters Score -2417420 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2417890.000000 Penalty: 5000.759766
	Iteration 11Q: 3 clusters Score -2417890 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2418184.250000 Penalty: 5000.759766
	Iteration 12Q: 3 clusters Score -2418184 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2418377.500000 Penalty: 5000.759766
	Iteration 13Q: 3 clusters Score -2418378 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2418555.500000 Penalty: 5000.759766
	Iteration 14Q: 3 clusters Score -2418556 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -2418678.250000 Penalty: 5000.759766
	Iteration 15Q: 3 clusters Score -2418678 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2418780.750000 Penalty: 5000.759766
	Iteration 16Q: 3 clusters Score -2418781 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -2418881.000000 Penalty: 5000.759766
	Iteration 17Q: 3 clusters Score -2418881 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2418969.500000 Penalty: 5000.759766
	Iteration 18Q: 3 clusters Score -2418970 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2419058.500000 Penalty: 5000.759766
	Iteration 19Q: 3 clusters Score -2419058 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2419114.250000 Penalty: 5000.759766
	Iteration 20F: 3 clusters Score -2419114 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -2419153.750000 Penalty: 5000.759766
	Iteration 21Q: 3 clusters Score -2419154 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -2419173.750000 Penalty: 5000.759766
	Iteration 22Q: 3 clusters Score -2419174 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2419197.750000 Penalty: 5000.759766
	Iteration 23Q: 3 clusters Score -2419198 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2419219.750000 Penalty: 5000.759766
	Iteration 24Q: 3 clusters Score -2419220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2419229.500000 Penalty: 5000.759766
	Iteration 25Q: 3 clusters Score -2419230 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -2419229.250000 Penalty: 5000.759766
	Iteration 26Q: 3 clusters Score -2419229 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -2419240.250000 Penalty: 5000.759766
	Iteration 27Q: 3 clusters Score -2419240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -2419242.000000 Penalty: 5000.759766
	Iteration 28Q: 3 clusters Score -2419242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -2419241.000000 Penalty: 5000.759766
	Iteration 29Q: 3 clusters Score -2419241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2419250.750000 Penalty: 5000.759766
	Iteration 30Q: 3 clusters Score -2419251 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -2419253.250000 Penalty: 5000.759766
	Iteration 31Q: 3 clusters Score -2419253 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -2419256.000000 Penalty: 5000.759766
	Iteration 32Q: 3 clusters Score -2419256 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -2419248.250000 Penalty: 5000.759766
	Iteration 33Q: 3 clusters Score -2419248 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2419249.750000 Penalty: 5000.759766
	Iteration 34Q: 3 clusters Score -2419250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18094 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -2419252.250000 Penalty: 5000.759766
	Iteration 35Q: 3 clusters Score -2419252 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -2419249.500000 Penalty: 5000.759766
	Iteration 36Q: 3 clusters Score -2419250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2419257.250000 Penalty: 5000.759766
	Iteration 37Q: 3 clusters Score -2419257 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2419254.500000 Penalty: 5000.759766
	Iteration 38Q: 3 clusters Score -2419254 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -2419254.000000 Penalty: 5000.759766
	Iteration 39Q: 3 clusters Score -2419254 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -2419259.250000 Penalty: 5000.759766
	Iteration 40F: 3 clusters Score -2419259 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -2419261.500000 Penalty: 5000.759766
	Iteration 41Q: 3 clusters Score -2419262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -2419260.250000 Penalty: 5000.759766
	Iteration 42Q: 3 clusters Score -2419260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -2419260.000000 Penalty: 5000.759766
	Iteration 43Q: 3 clusters Score -2419260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2419262.750000 Penalty: 5000.759766
	Iteration 44Q: 3 clusters Score -2419263 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2419265.000000 Penalty: 5000.759766
	Iteration 45Q: 3 clusters Score -2419265 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2419265.000000 Penalty: 5000.759766
	Iteration 46Q: 3 clusters Score -2419265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2419268.250000 Penalty: 5000.759766
	Iteration 47Q: 3 clusters Score -2419268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2419267.250000 Penalty: 5000.759766
	Iteration 48Q: 3 clusters Score -2419267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2419266.750000 Penalty: 5000.759766
	Iteration 49Q: 3 clusters Score -2419267 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18184 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -2419266.750000 Penalty: 5000.759766
	Iteration 50F: 3 clusters Score -2419267 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Entering Unmasked Estep 
Score: -259509.734375 Penalty: 1911.239990
	Iteration 0F: 2 clusters Score -259509.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -256706.250000 Penalty: 3822.479980
	Iteration 0F: 3 clusters Score -256706.2 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -257192.218750 Penalty: 3822.479980
	Iteration 1F: 3 clusters Score -257192.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -257308.328125 Penalty: 3822.479980
	Iteration 2F: 3 clusters Score -257308.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -257377.125000 Penalty: 3822.479980
	Iteration 3Q: 3 clusters Score -257377.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -257414.046875 Penalty: 3822.479980
	Iteration 4Q: 3 clusters Score -257414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -257442.000000 Penalty: 3822.479980
	Iteration 5Q: 3 clusters Score -257442 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -257460.546875 Penalty: 3822.479980
	Iteration 6Q: 3 clusters Score -257460.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -257475.343750 Penalty: 3822.479980
	Iteration 7Q: 3 clusters Score -257475.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -257486.093750 Penalty: 3822.479980
	Iteration 8Q: 3 clusters Score -257486.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -257493.015625 Penalty: 3822.479980
	Iteration 9Q: 3 clusters Score -257493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -257494.843750 Penalty: 3822.479980
	Iteration 10Q: 3 clusters Score -257494.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -257497.140625 Penalty: 3822.479980
	Iteration 11Q: 3 clusters Score -257497.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -257499.140625 Penalty: 3822.479980
	Iteration 12Q: 3 clusters Score -257499.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -257501.234375 Penalty: 3822.479980
	Iteration 13Q: 3 clusters Score -257501.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -257503.296875 Penalty: 3822.479980
	Iteration 14Q: 3 clusters Score -257503.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -257504.718750 Penalty: 3822.479980
	Iteration 15Q: 3 clusters Score -257504.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -257505.187500 Penalty: 3822.479980
	Iteration 16Q: 3 clusters Score -257505.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -257505.187500 Penalty: 3822.479980
	Iteration 17F: 3 clusters Score -257505.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -25942.962891 Penalty: 1382.835449
	Iteration 0F: 2 clusters Score -25942.96 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 152 members 
Entering Unmasked Estep 
Score: -24704.646484 Penalty: 2765.670898
	Iteration 0F: 3 clusters Score -24704.65 nChanged 28
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: -24798.873047 Penalty: 2765.670898
	Iteration 1F: 3 clusters Score -24798.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -24811.773438 Penalty: 2765.670898
	Iteration 2Q: 3 clusters Score -24811.77 nChanged 3
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: -24822.994141 Penalty: 2765.670898
	Iteration 3Q: 3 clusters Score -24822.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -24834.783203 Penalty: 2765.670898
	Iteration 4Q: 3 clusters Score -24834.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24838.607422 Penalty: 2765.670898
	Iteration 5Q: 3 clusters Score -24838.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -24838.607422 Penalty: 2765.670898
	Iteration 6F: 3 clusters Score -24838.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (10110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Entering Unmasked Estep 
Score: -1117915.000000 Penalty: 2286.877441
	Iteration 0F: 2 clusters Score -1117915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1110186.125000 Penalty: 4573.754883
	Iteration 0F: 3 clusters Score -1110186 nChanged 4181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -1112402.375000 Penalty: 4573.754883
	Iteration 1F: 3 clusters Score -1112402 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1112676.000000 Penalty: 4573.754883
	Iteration 2F: 3 clusters Score -1112676 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1112881.000000 Penalty: 4573.754883
	Iteration 3Q: 3 clusters Score -1112881 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1113067.625000 Penalty: 4573.754883
	Iteration 4Q: 3 clusters Score -1113068 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1113218.875000 Penalty: 4573.754883
	Iteration 5Q: 3 clusters Score -1113219 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1113343.750000 Penalty: 4573.754883
	Iteration 6Q: 3 clusters Score -1113344 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1113454.000000 Penalty: 4573.754883
	Iteration 7Q: 3 clusters Score -1113454 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -1113568.000000 Penalty: 4573.754883
	Iteration 8Q: 3 clusters Score -1113568 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1113675.375000 Penalty: 4573.754883
	Iteration 9Q: 3 clusters Score -1113675 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1113830.000000 Penalty: 4573.754883
	Iteration 10Q: 3 clusters Score -1113830 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -1113980.375000 Penalty: 4573.754883
	Iteration 11Q: 3 clusters Score -1113980 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -1114154.500000 Penalty: 4573.754883
	Iteration 12Q: 3 clusters Score -1114154 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -1114333.875000 Penalty: 4573.754883
	Iteration 13Q: 3 clusters Score -1114334 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1114520.125000 Penalty: 4573.754883
	Iteration 14Q: 3 clusters Score -1114520 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 7985 members 
Entering Unmasked Estep 
Score: -1114744.875000 Penalty: 4573.754883
	Iteration 15Q: 3 clusters Score -1114745 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 8242 members 
Entering Unmasked Estep 
Score: -1114948.875000 Penalty: 4573.754883
	Iteration 16Q: 3 clusters Score -1114949 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1115105.000000 Penalty: 4573.754883
	Iteration 17Q: 3 clusters Score -1115105 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 8656 members 
Entering Unmasked Estep 
Score: -1115260.500000 Penalty: 4573.754883
	Iteration 18Q: 3 clusters Score -1115260 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -1115423.875000 Penalty: 4573.754883
	Iteration 19Q: 3 clusters Score -1115424 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -1115543.250000 Penalty: 4573.754883
	Iteration 20F: 3 clusters Score -1115543 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1115617.000000 Penalty: 4573.754883
	Iteration 21Q: 3 clusters Score -1115617 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -1115672.250000 Penalty: 4573.754883
	Iteration 22Q: 3 clusters Score -1115672 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1115710.750000 Penalty: 4573.754883
	Iteration 23Q: 3 clusters Score -1115711 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1115744.125000 Penalty: 4573.754883
	Iteration 24Q: 3 clusters Score -1115744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1115766.625000 Penalty: 4573.754883
	Iteration 25Q: 3 clusters Score -1115767 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1115789.250000 Penalty: 4573.754883
	Iteration 26Q: 3 clusters Score -1115789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 9383 members 
Entering Unmasked Estep 
Score: -1115802.500000 Penalty: 4573.754883
	Iteration 27Q: 3 clusters Score -1115802 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1115817.625000 Penalty: 4573.754883
	Iteration 28Q: 3 clusters Score -1115818 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -1115826.625000 Penalty: 4573.754883
	Iteration 29Q: 3 clusters Score -1115827 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1115832.750000 Penalty: 4573.754883
	Iteration 30Q: 3 clusters Score -1115833 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1115837.875000 Penalty: 4573.754883
	Iteration 31Q: 3 clusters Score -1115838 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -1115844.000000 Penalty: 4573.754883
	Iteration 32Q: 3 clusters Score -1115844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -1115845.875000 Penalty: 4573.754883
	Iteration 33Q: 3 clusters Score -1115846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -1115849.875000 Penalty: 4573.754883
	Iteration 34Q: 3 clusters Score -1115850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1115858.875000 Penalty: 4573.754883
	Iteration 35Q: 3 clusters Score -1115859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 9481 members 
Entering Unmasked Estep 
Score: -1115868.375000 Penalty: 4573.754883
	Iteration 36Q: 3 clusters Score -1115868 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -1115874.875000 Penalty: 4573.754883
	Iteration 37Q: 3 clusters Score -1115875 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 9506 members 
Entering Unmasked Estep 
Score: -1115887.250000 Penalty: 4573.754883
	Iteration 38Q: 3 clusters Score -1115887 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -1115895.125000 Penalty: 4573.754883
	Iteration 39Q: 3 clusters Score -1115895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -1115903.375000 Penalty: 4573.754883
	Iteration 40F: 3 clusters Score -1115903 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -1115908.000000 Penalty: 4573.754883
	Iteration 41Q: 3 clusters Score -1115908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1115909.125000 Penalty: 4573.754883
	Iteration 42Q: 3 clusters Score -1115909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -1115913.625000 Penalty: 4573.754883
	Iteration 43Q: 3 clusters Score -1115914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 9545 members 
Entering Unmasked Estep 
Score: -1115914.500000 Penalty: 4573.754883
	Iteration 44Q: 3 clusters Score -1115914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1115918.875000 Penalty: 4573.754883
	Iteration 45Q: 3 clusters Score -1115919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -1115919.500000 Penalty: 4573.754883
	Iteration 46Q: 3 clusters Score -1115920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1115919.500000 Penalty: 4573.754883
	Iteration 47Q: 3 clusters Score -1115920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1115922.625000 Penalty: 4573.754883
	Iteration 48Q: 3 clusters Score -1115923 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -1115923.500000 Penalty: 4573.754883
	Iteration 49Q: 3 clusters Score -1115924 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -1115923.375000 Penalty: 4573.754883
	Iteration 50Q: 3 clusters Score -1115923 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -1115924.875000 Penalty: 4573.754883
	Iteration 51Q: 3 clusters Score -1115925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -1115927.250000 Penalty: 4573.754883
	Iteration 52Q: 3 clusters Score -1115927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1115928.125000 Penalty: 4573.754883
	Iteration 53Q: 3 clusters Score -1115928 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -1115928.125000 Penalty: 4573.754883
	Iteration 54F: 3 clusters Score -1115928 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (13805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Entering Unmasked Estep 
Score: -1647783.500000 Penalty: 2364.131104
	Iteration 0F: 2 clusters Score -1647784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1637648.125000 Penalty: 4728.262207
	Iteration 0F: 3 clusters Score -1637648 nChanged 5967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -1640711.375000 Penalty: 4728.262207
	Iteration 1F: 3 clusters Score -1640711 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1641052.875000 Penalty: 4728.262207
	Iteration 2F: 3 clusters Score -1641053 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1641300.875000 Penalty: 4728.262207
	Iteration 3Q: 3 clusters Score -1641301 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1641492.375000 Penalty: 4728.262207
	Iteration 4Q: 3 clusters Score -1641492 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -1641681.250000 Penalty: 4728.262207
	Iteration 5Q: 3 clusters Score -1641681 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1641858.500000 Penalty: 4728.262207
	Iteration 6Q: 3 clusters Score -1641858 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1642055.500000 Penalty: 4728.262207
	Iteration 7Q: 3 clusters Score -1642056 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -1642267.000000 Penalty: 4728.262207
	Iteration 8Q: 3 clusters Score -1642267 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1642535.375000 Penalty: 4728.262207
	Iteration 9Q: 3 clusters Score -1642535 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1642846.625000 Penalty: 4728.262207
	Iteration 10Q: 3 clusters Score -1642847 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1643232.375000 Penalty: 4728.262207
	Iteration 11Q: 3 clusters Score -1643232 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1643632.375000 Penalty: 4728.262207
	Iteration 12Q: 3 clusters Score -1643632 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1644032.750000 Penalty: 4728.262207
	Iteration 13Q: 3 clusters Score -1644033 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1644418.875000 Penalty: 4728.262207
	Iteration 14Q: 3 clusters Score -1644419 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11847 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1644728.125000 Penalty: 4728.262207
	Iteration 15Q: 3 clusters Score -1644728 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1644966.000000 Penalty: 4728.262207
	Iteration 16Q: 3 clusters Score -1644966 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1645143.625000 Penalty: 4728.262207
	Iteration 17Q: 3 clusters Score -1645144 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1645268.875000 Penalty: 4728.262207
	Iteration 18Q: 3 clusters Score -1645269 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1645351.875000 Penalty: 4728.262207
	Iteration 19Q: 3 clusters Score -1645352 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -1645425.375000 Penalty: 4728.262207
	Iteration 20F: 3 clusters Score -1645425 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1645479.000000 Penalty: 4728.262207
	Iteration 21Q: 3 clusters Score -1645479 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1645544.375000 Penalty: 4728.262207
	Iteration 22Q: 3 clusters Score -1645544 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1645602.125000 Penalty: 4728.262207
	Iteration 23Q: 3 clusters Score -1645602 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1645637.625000 Penalty: 4728.262207
	Iteration 24Q: 3 clusters Score -1645638 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1645659.625000 Penalty: 4728.262207
	Iteration 25Q: 3 clusters Score -1645660 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1645685.375000 Penalty: 4728.262207
	Iteration 26Q: 3 clusters Score -1645685 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1645709.625000 Penalty: 4728.262207
	Iteration 27Q: 3 clusters Score -1645710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -1645717.875000 Penalty: 4728.262207
	Iteration 28Q: 3 clusters Score -1645718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -1645726.000000 Penalty: 4728.262207
	Iteration 29Q: 3 clusters Score -1645726 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1645732.625000 Penalty: 4728.262207
	Iteration 30Q: 3 clusters Score -1645733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -1645738.875000 Penalty: 4728.262207
	Iteration 31Q: 3 clusters Score -1645739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -1645745.250000 Penalty: 4728.262207
	Iteration 32Q: 3 clusters Score -1645745 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -1645752.250000 Penalty: 4728.262207
	Iteration 33Q: 3 clusters Score -1645752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -1645761.500000 Penalty: 4728.262207
	Iteration 34Q: 3 clusters Score -1645762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1645766.750000 Penalty: 4728.262207
	Iteration 35Q: 3 clusters Score -1645767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -1645769.375000 Penalty: 4728.262207
	Iteration 36Q: 3 clusters Score -1645769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -1645769.375000 Penalty: 4728.262207
	Iteration 37Q: 3 clusters Score -1645769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1645770.125000 Penalty: 4728.262207
	Iteration 38Q: 3 clusters Score -1645770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1645770.875000 Penalty: 4728.262207
	Iteration 39Q: 3 clusters Score -1645771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13253 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1645771.875000 Penalty: 4728.262207
	Iteration 40F: 3 clusters Score -1645772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1645772.625000 Penalty: 4728.262207
	Iteration 41Q: 3 clusters Score -1645773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1645772.625000 Penalty: 4728.262207
	Iteration 42Q: 3 clusters Score -1645773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1645772.625000 Penalty: 4728.262207
	Iteration 43F: 3 clusters Score -1645773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Entering Unmasked Estep 
Score: -60330.128906 Penalty: 1573.717773
	Iteration 0F: 2 clusters Score -60330.13 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 294 members 
Entering Unmasked Estep 
Score: -58731.710938 Penalty: 3147.435547
	Iteration 0F: 3 clusters Score -58731.71 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -58907.113281 Penalty: 3147.435547
	Iteration 1F: 3 clusters Score -58907.11 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -58980.609375 Penalty: 3147.435547
	Iteration 2Q: 3 clusters Score -58980.61 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59000.417969 Penalty: 3147.435547
	Iteration 3Q: 3 clusters Score -59000.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -59009.886719 Penalty: 3147.435547
	Iteration 4Q: 3 clusters Score -59009.89 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -59023.550781 Penalty: 3147.435547
	Iteration 5Q: 3 clusters Score -59023.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59035.277344 Penalty: 3147.435547
	Iteration 6Q: 3 clusters Score -59035.28 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -59049.207031 Penalty: 3147.435547
	Iteration 7Q: 3 clusters Score -59049.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -59055.347656 Penalty: 3147.435547
	Iteration 8Q: 3 clusters Score -59055.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -59061.007812 Penalty: 3147.435547
	Iteration 9Q: 3 clusters Score -59061.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -59065.648438 Penalty: 3147.435547
	Iteration 10Q: 3 clusters Score -59065.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59070.960938 Penalty: 3147.435547
	Iteration 11Q: 3 clusters Score -59070.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -59070.960938 Penalty: 3147.435547
	Iteration 12F: 3 clusters Score -59070.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (12549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Entering Unmasked Estep 
Score: -1498344.375000 Penalty: 2340.474121
	Iteration 0F: 2 clusters Score -1498344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 6293 members 
Entering Unmasked Estep 
Score: -1489049.250000 Penalty: 4680.948242
	Iteration 0F: 3 clusters Score -1489049 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1491846.375000 Penalty: 4680.948242
	Iteration 1F: 3 clusters Score -1491846 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1492181.000000 Penalty: 4680.948242
	Iteration 2F: 3 clusters Score -1492181 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -1492457.375000 Penalty: 4680.948242
	Iteration 3F: 3 clusters Score -1492457 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -1492721.625000 Penalty: 4680.948242
	Iteration 4Q: 3 clusters Score -1492722 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1492955.750000 Penalty: 4680.948242
	Iteration 5Q: 3 clusters Score -1492956 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1493172.500000 Penalty: 4680.948242
	Iteration 6Q: 3 clusters Score -1493172 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -1493374.000000 Penalty: 4680.948242
	Iteration 7Q: 3 clusters Score -1493374 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1493566.875000 Penalty: 4680.948242
	Iteration 8Q: 3 clusters Score -1493567 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1493748.000000 Penalty: 4680.948242
	Iteration 9Q: 3 clusters Score -1493748 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -1493930.750000 Penalty: 4680.948242
	Iteration 10Q: 3 clusters Score -1493931 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -1494100.750000 Penalty: 4680.948242
	Iteration 11Q: 3 clusters Score -1494101 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8494 members 
Entering Unmasked Estep 
Score: -1494285.875000 Penalty: 4680.948242
	Iteration 12Q: 3 clusters Score -1494286 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1494522.250000 Penalty: 4680.948242
	Iteration 13Q: 3 clusters Score -1494522 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1494784.750000 Penalty: 4680.948242
	Iteration 14Q: 3 clusters Score -1494785 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1495038.000000 Penalty: 4680.948242
	Iteration 15Q: 3 clusters Score -1495038 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1495263.875000 Penalty: 4680.948242
	Iteration 16Q: 3 clusters Score -1495264 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -1495429.000000 Penalty: 4680.948242
	Iteration 17Q: 3 clusters Score -1495429 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1495557.500000 Penalty: 4680.948242
	Iteration 18Q: 3 clusters Score -1495558 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -1495643.625000 Penalty: 4680.948242
	Iteration 19Q: 3 clusters Score -1495644 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -1495698.000000 Penalty: 4680.948242
	Iteration 20F: 3 clusters Score -1495698 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -1495745.375000 Penalty: 4680.948242
	Iteration 21Q: 3 clusters Score -1495745 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1495795.875000 Penalty: 4680.948242
	Iteration 22Q: 3 clusters Score -1495796 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1495836.125000 Penalty: 4680.948242
	Iteration 23Q: 3 clusters Score -1495836 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -1495872.250000 Penalty: 4680.948242
	Iteration 24Q: 3 clusters Score -1495872 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 10165 members 
Entering Unmasked Estep 
Score: -1495907.625000 Penalty: 4680.948242
	Iteration 25Q: 3 clusters Score -1495908 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 10227 members 
Entering Unmasked Estep 
Score: -1495939.750000 Penalty: 4680.948242
	Iteration 26Q: 3 clusters Score -1495940 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1495969.750000 Penalty: 4680.948242
	Iteration 27Q: 3 clusters Score -1495970 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -1495996.875000 Penalty: 4680.948242
	Iteration 28Q: 3 clusters Score -1495997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1496016.750000 Penalty: 4680.948242
	Iteration 29Q: 3 clusters Score -1496017 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -1496033.500000 Penalty: 4680.948242
	Iteration 30Q: 3 clusters Score -1496034 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 10457 members 
Entering Unmasked Estep 
Score: -1496040.125000 Penalty: 4680.948242
	Iteration 31Q: 3 clusters Score -1496040 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1496060.250000 Penalty: 4680.948242
	Iteration 32Q: 3 clusters Score -1496060 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1496079.750000 Penalty: 4680.948242
	Iteration 33Q: 3 clusters Score -1496080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -1496092.500000 Penalty: 4680.948242
	Iteration 34Q: 3 clusters Score -1496092 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -1496100.500000 Penalty: 4680.948242
	Iteration 35Q: 3 clusters Score -1496100 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1496111.125000 Penalty: 4680.948242
	Iteration 36Q: 3 clusters Score -1496111 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -1496122.000000 Penalty: 4680.948242
	Iteration 37Q: 3 clusters Score -1496122 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -1496126.250000 Penalty: 4680.948242
	Iteration 38Q: 3 clusters Score -1496126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -1496134.125000 Penalty: 4680.948242
	Iteration 39Q: 3 clusters Score -1496134 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -1496143.750000 Penalty: 4680.948242
	Iteration 40F: 3 clusters Score -1496144 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1496154.875000 Penalty: 4680.948242
	Iteration 41Q: 3 clusters Score -1496155 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1496162.000000 Penalty: 4680.948242
	Iteration 42Q: 3 clusters Score -1496162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -1496167.250000 Penalty: 4680.948242
	Iteration 43Q: 3 clusters Score -1496167 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1496172.500000 Penalty: 4680.948242
	Iteration 44Q: 3 clusters Score -1496172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -1496181.125000 Penalty: 4680.948242
	Iteration 45Q: 3 clusters Score -1496181 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1496184.000000 Penalty: 4680.948242
	Iteration 46Q: 3 clusters Score -1496184 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -1496187.000000 Penalty: 4680.948242
	Iteration 47Q: 3 clusters Score -1496187 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1496191.000000 Penalty: 4680.948242
	Iteration 48Q: 3 clusters Score -1496191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -1496204.625000 Penalty: 4680.948242
	Iteration 49Q: 3 clusters Score -1496205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1496212.500000 Penalty: 4680.948242
	Iteration 50Q: 3 clusters Score -1496212 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -1496220.625000 Penalty: 4680.948242
	Iteration 51Q: 3 clusters Score -1496221 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -1496228.625000 Penalty: 4680.948242
	Iteration 52Q: 3 clusters Score -1496229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -1496229.250000 Penalty: 4680.948242
	Iteration 53Q: 3 clusters Score -1496229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10962 members 
Entering Unmasked Estep 
Score: -1496231.625000 Penalty: 4680.948242
	Iteration 54Q: 3 clusters Score -1496232 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -1496234.000000 Penalty: 4680.948242
	Iteration 55Q: 3 clusters Score -1496234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -1496237.625000 Penalty: 4680.948242
	Iteration 56Q: 3 clusters Score -1496238 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -1496243.375000 Penalty: 4680.948242
	Iteration 57Q: 3 clusters Score -1496243 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -1496244.250000 Penalty: 4680.948242
	Iteration 58Q: 3 clusters Score -1496244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1496245.625000 Penalty: 4680.948242
	Iteration 59Q: 3 clusters Score -1496246 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1496245.625000 Penalty: 4680.948242
	Iteration 60F: 3 clusters Score -1496246 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Entering Unmasked Estep 
Score: -138546.328125 Penalty: 1857.512695
	Iteration 0F: 2 clusters Score -138546.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -136096.718750 Penalty: 3715.025391
	Iteration 0F: 3 clusters Score -136096.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -136652.921875 Penalty: 3715.025391
	Iteration 1F: 3 clusters Score -136652.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -136807.046875 Penalty: 3715.025391
	Iteration 2F: 3 clusters Score -136807 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -136890.640625 Penalty: 3715.025391
	Iteration 3Q: 3 clusters Score -136890.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -136956.000000 Penalty: 3715.025391
	Iteration 4Q: 3 clusters Score -136956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -136999.437500 Penalty: 3715.025391
	Iteration 5Q: 3 clusters Score -136999.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -137016.781250 Penalty: 3715.025391
	Iteration 6Q: 3 clusters Score -137016.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -137033.203125 Penalty: 3715.025391
	Iteration 7Q: 3 clusters Score -137033.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -137045.546875 Penalty: 3715.025391
	Iteration 8Q: 3 clusters Score -137045.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -137050.281250 Penalty: 3715.025391
	Iteration 9Q: 3 clusters Score -137050.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -137054.375000 Penalty: 3715.025391
	Iteration 10Q: 3 clusters Score -137054.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -137058.703125 Penalty: 3715.025391
	Iteration 11Q: 3 clusters Score -137058.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -137060.921875 Penalty: 3715.025391
	Iteration 12Q: 3 clusters Score -137060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -137063.609375 Penalty: 3715.025391
	Iteration 13Q: 3 clusters Score -137063.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -137065.343750 Penalty: 3715.025391
	Iteration 14Q: 3 clusters Score -137065.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -137065.703125 Penalty: 3715.025391
	Iteration 15Q: 3 clusters Score -137065.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -137067.468750 Penalty: 3715.025391
	Iteration 16Q: 3 clusters Score -137067.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -137068.406250 Penalty: 3715.025391
	Iteration 17Q: 3 clusters Score -137068.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137069.234375 Penalty: 3715.025391
	Iteration 18Q: 3 clusters Score -137069.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -137071.906250 Penalty: 3715.025391
	Iteration 19Q: 3 clusters Score -137071.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -137073.015625 Penalty: 3715.025391
	Iteration 20F: 3 clusters Score -137073 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -137073.828125 Penalty: 3715.025391
	Iteration 21Q: 3 clusters Score -137073.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -137074.843750 Penalty: 3715.025391
	Iteration 22Q: 3 clusters Score -137074.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -137076.734375 Penalty: 3715.025391
	Iteration 23Q: 3 clusters Score -137076.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -137079.468750 Penalty: 3715.025391
	Iteration 24Q: 3 clusters Score -137079.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -137081.562500 Penalty: 3715.025391
	Iteration 25Q: 3 clusters Score -137081.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -137086.171875 Penalty: 3715.025391
	Iteration 26Q: 3 clusters Score -137086.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -137089.953125 Penalty: 3715.025391
	Iteration 27Q: 3 clusters Score -137090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -137092.484375 Penalty: 3715.025391
	Iteration 28Q: 3 clusters Score -137092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -137092.484375 Penalty: 3715.025391
	Iteration 29F: 3 clusters Score -137092.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (299249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299249 members 
Entering Unmasked Estep 
Score: -35158696.000000 Penalty: 3127.039795
	Iteration 0F: 2 clusters Score -3.51587e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150220 members 
Mstep: Class 2 contains 149029 members 
Entering Unmasked Estep 
Score: -34964712.000000 Penalty: 6254.079590
	Iteration 0F: 3 clusters Score -3.496471e+07 nChanged 144765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160635 members 
Mstep: Class 2 contains 138614 members 
Entering Unmasked Estep 
Score: -35051668.000000 Penalty: 6254.079590
	Iteration 1F: 3 clusters Score -3.505167e+07 nChanged 9295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166966 members 
Mstep: Class 2 contains 132283 members 
Entering Unmasked Estep 
Score: -35054208.000000 Penalty: 6254.079590
	Iteration 2Q: 3 clusters Score -3.505421e+07 nChanged 11312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176526 members 
Mstep: Class 2 contains 122723 members 
Entering Unmasked Estep 
Score: -35058492.000000 Penalty: 6254.079590
	Iteration 3Q: 3 clusters Score -3.505849e+07 nChanged 14848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190420 members 
Mstep: Class 2 contains 108829 members 
Entering Unmasked Estep 
Score: -35065508.000000 Penalty: 6254.079590
	Iteration 4Q: 3 clusters Score -3.506551e+07 nChanged 19373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209383 members 
Mstep: Class 2 contains 89866 members 
Entering Unmasked Estep 
Score: -35076888.000000 Penalty: 6254.079590
	Iteration 5F: 3 clusters Score -3.507689e+07 nChanged 22916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232187 members 
Mstep: Class 2 contains 67062 members 
Entering Unmasked Estep 
Score: -35093864.000000 Penalty: 6254.079590
	Iteration 6F: 3 clusters Score -3.509386e+07 nChanged 23249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255414 members 
Mstep: Class 2 contains 43835 members 
Entering Unmasked Estep 
Score: -35113504.000000 Penalty: 6254.079590
	Iteration 7F: 3 clusters Score -3.51135e+07 nChanged 19022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274434 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -35131544.000000 Penalty: 6254.079590
	Iteration 8F: 3 clusters Score -3.513154e+07 nChanged 12615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287049 members 
Mstep: Class 2 contains 12200 members 
Entering Unmasked Estep 
Score: -35144420.000000 Penalty: 6254.079590
	Iteration 9Q: 3 clusters Score -3.514442e+07 nChanged 6989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294036 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -35151492.000000 Penalty: 6254.079590
	Iteration 10Q: 3 clusters Score -3.515149e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297153 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -35154536.000000 Penalty: 6254.079590
	Iteration 11Q: 3 clusters Score -3.515454e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298301 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -35155404.000000 Penalty: 6254.079590
	Iteration 12Q: 3 clusters Score -3.51554e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298667 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -35155652.000000 Penalty: 6254.079590
	Iteration 13Q: 3 clusters Score -3.515565e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298807 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -35155804.000000 Penalty: 6254.079590
	Iteration 14Q: 3 clusters Score -3.51558e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298866 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -35155892.000000 Penalty: 6254.079590
	Iteration 15Q: 3 clusters Score -3.515589e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298897 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -35155948.000000 Penalty: 6254.079590
	Iteration 16Q: 3 clusters Score -3.515595e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298918 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -35156000.000000 Penalty: 6254.079590
	Iteration 17Q: 3 clusters Score -3.5156e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298929 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -35155972.000000 Penalty: 6254.079590
	Iteration 18Q: 3 clusters Score -3.515597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298938 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35155996.000000 Penalty: 6254.079590
	Iteration 19Q: 3 clusters Score -3.5156e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298945 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -35156032.000000 Penalty: 6254.079590
	Iteration 20F: 3 clusters Score -3.515603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298948 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -35156032.000000 Penalty: 6254.079590
	Iteration 21Q: 3 clusters Score -3.515603e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298953 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -35156028.000000 Penalty: 6254.079590
	Iteration 22Q: 3 clusters Score -3.515603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298960 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -35156040.000000 Penalty: 6254.079590
	Iteration 23Q: 3 clusters Score -3.515604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298967 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -35156060.000000 Penalty: 6254.079590
	Iteration 24Q: 3 clusters Score -3.515606e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298968 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35156076.000000 Penalty: 6254.079590
	Iteration 25Q: 3 clusters Score -3.515608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298968 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -35156092.000000 Penalty: 6254.079590
	Iteration 26Q: 3 clusters Score -3.515609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298970 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -35156084.000000 Penalty: 6254.079590
	Iteration 27Q: 3 clusters Score -3.515608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298971 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35156080.000000 Penalty: 6254.079590
	Iteration 28Q: 3 clusters Score -3.515608e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298971 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -35156084.000000 Penalty: 6254.079590
	Iteration 29Q: 3 clusters Score -3.515608e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298974 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -35156092.000000 Penalty: 6254.079590
	Iteration 30Q: 3 clusters Score -3.515609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298976 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -35156104.000000 Penalty: 6254.079590
	Iteration 31Q: 3 clusters Score -3.51561e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298975 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35156088.000000 Penalty: 6254.079590
	Iteration 32Q: 3 clusters Score -3.515609e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298975 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35156104.000000 Penalty: 6254.079590
	Iteration 33Q: 3 clusters Score -3.51561e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298975 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -35156092.000000 Penalty: 6254.079590
	Iteration 34Q: 3 clusters Score -3.515609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298972 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35156100.000000 Penalty: 6254.079590
	Iteration 35Q: 3 clusters Score -3.51561e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298972 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35156100.000000 Penalty: 6254.079590
	Iteration 36Q: 3 clusters Score -3.51561e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298972 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -35156100.000000 Penalty: 6254.079590
	Iteration 37F: 3 clusters Score -3.51561e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (10416 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Entering Unmasked Estep 
Score: -1224150.500000 Penalty: 2294.272461
	Iteration 0F: 2 clusters Score -1224150 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1216119.875000 Penalty: 4588.544922
	Iteration 0F: 3 clusters Score -1216120 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1218485.250000 Penalty: 4588.544922
	Iteration 1F: 3 clusters Score -1218485 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1218794.500000 Penalty: 4588.544922
	Iteration 2F: 3 clusters Score -1218794 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1219047.750000 Penalty: 4588.544922
	Iteration 3F: 3 clusters Score -1219048 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -1219314.750000 Penalty: 4588.544922
	Iteration 4Q: 3 clusters Score -1219315 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1219636.125000 Penalty: 4588.544922
	Iteration 5F: 3 clusters Score -1219636 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1219967.375000 Penalty: 4588.544922
	Iteration 6F: 3 clusters Score -1219967 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1220376.250000 Penalty: 4588.544922
	Iteration 7F: 3 clusters Score -1220376 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1220832.125000 Penalty: 4588.544922
	Iteration 8F: 3 clusters Score -1220832 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -1221278.750000 Penalty: 4588.544922
	Iteration 9Q: 3 clusters Score -1221279 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1221765.125000 Penalty: 4588.544922
	Iteration 10Q: 3 clusters Score -1221765 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1222204.500000 Penalty: 4588.544922
	Iteration 11Q: 3 clusters Score -1222204 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1222394.500000 Penalty: 4588.544922
	Iteration 12Q: 3 clusters Score -1222394 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1222461.500000 Penalty: 4588.544922
	Iteration 13Q: 3 clusters Score -1222462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8450 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1222499.875000 Penalty: 4588.544922
	Iteration 14Q: 3 clusters Score -1222500 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -1222514.500000 Penalty: 4588.544922
	Iteration 15Q: 3 clusters Score -1222514 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1222530.500000 Penalty: 4588.544922
	Iteration 16Q: 3 clusters Score -1222530 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1222536.000000 Penalty: 4588.544922
	Iteration 17Q: 3 clusters Score -1222536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8474 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1222541.125000 Penalty: 4588.544922
	Iteration 18Q: 3 clusters Score -1222541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1222547.625000 Penalty: 4588.544922
	Iteration 19Q: 3 clusters Score -1222548 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1222550.375000 Penalty: 4588.544922
	Iteration 20F: 3 clusters Score -1222550 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1222553.500000 Penalty: 4588.544922
	Iteration 21Q: 3 clusters Score -1222554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1222554.750000 Penalty: 4588.544922
	Iteration 22Q: 3 clusters Score -1222555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1222556.625000 Penalty: 4588.544922
	Iteration 23Q: 3 clusters Score -1222557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1222555.500000 Penalty: 4588.544922
	Iteration 24Q: 3 clusters Score -1222556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1222559.250000 Penalty: 4588.544922
	Iteration 25Q: 3 clusters Score -1222559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1222560.500000 Penalty: 4588.544922
	Iteration 26Q: 3 clusters Score -1222560 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1222560.000000 Penalty: 4588.544922
	Iteration 27Q: 3 clusters Score -1222560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -1222562.750000 Penalty: 4588.544922
	Iteration 28Q: 3 clusters Score -1222563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1222560.375000 Penalty: 4588.544922
	Iteration 29Q: 3 clusters Score -1222560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -1222562.750000 Penalty: 4588.544922
	Iteration 30Q: 3 clusters Score -1222563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1222563.750000 Penalty: 4588.544922
	Iteration 31Q: 3 clusters Score -1222564 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1222562.625000 Penalty: 4588.544922
	Iteration 32Q: 3 clusters Score -1222563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1222567.625000 Penalty: 4588.544922
	Iteration 33Q: 3 clusters Score -1222568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1222571.750000 Penalty: 4588.544922
	Iteration 34Q: 3 clusters Score -1222572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1222570.250000 Penalty: 4588.544922
	Iteration 35Q: 3 clusters Score -1222570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1222570.250000 Penalty: 4588.544922
	Iteration 36F: 3 clusters Score -1222570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15334 members 
Mstep: Class 4 contains 165928 members 
Mstep: Class 5 contains 157770 members 
Mstep: Class 6 contains 25756 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 9127 members 
Mstep: Class 10 contains 33219 members 
Mstep: Class 11 contains 34771 members 
Mstep: Class 12 contains 49615 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72876 members 
Mstep: Class 15 contains 19846 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 8678 members 
Mstep: Class 18 contains 188691 members 
Mstep: Class 19 contains 51469 members 
Mstep: Class 20 contains 12215 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169321 members 
Mstep: Class 23 contains 23913 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10110 members 
Mstep: Class 27 contains 13805 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12549 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299249 members 
Mstep: Class 32 contains 10416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497984.000000 Penalty: 112415.234375
Iteration 479Q: 33 clusters Score -1.61498e+08 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15311 members 
Mstep: Class 4 contains 165904 members 
Mstep: Class 5 contains 157788 members 
Mstep: Class 6 contains 25758 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 9131 members 
Mstep: Class 10 contains 33214 members 
Mstep: Class 11 contains 34771 members 
Mstep: Class 12 contains 49612 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72880 members 
Mstep: Class 15 contains 19846 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 8678 members 
Mstep: Class 18 contains 188680 members 
Mstep: Class 19 contains 51469 members 
Mstep: Class 20 contains 12212 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169346 members 
Mstep: Class 23 contains 23911 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10138 members 
Mstep: Class 27 contains 13802 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12539 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299255 members 
Mstep: Class 32 contains 10413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498096.000000 Penalty: 112415.234375
Iteration 480F: 33 clusters Score -1.614981e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15287 members 
Mstep: Class 4 contains 165860 members 
Mstep: Class 5 contains 157821 members 
Mstep: Class 6 contains 25760 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 9132 members 
Mstep: Class 10 contains 33213 members 
Mstep: Class 11 contains 34770 members 
Mstep: Class 12 contains 49608 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72878 members 
Mstep: Class 15 contains 19840 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 8677 members 
Mstep: Class 18 contains 188683 members 
Mstep: Class 19 contains 51461 members 
Mstep: Class 20 contains 12210 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169360 members 
Mstep: Class 23 contains 23916 members 
Mstep: Class 24 contains 2223 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10165 members 
Mstep: Class 27 contains 13803 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12530 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299271 members 
Mstep: Class 32 contains 10412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498208.000000 Penalty: 112415.234375
Iteration 481Q: 33 clusters Score -1.614982e+08 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15263 members 
Mstep: Class 4 contains 165826 members 
Mstep: Class 5 contains 157854 members 
Mstep: Class 6 contains 25765 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 9134 members 
Mstep: Class 10 contains 33215 members 
Mstep: Class 11 contains 34766 members 
Mstep: Class 12 contains 49603 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72879 members 
Mstep: Class 15 contains 19837 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 8676 members 
Mstep: Class 18 contains 188658 members 
Mstep: Class 19 contains 51454 members 
Mstep: Class 20 contains 12210 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169377 members 
Mstep: Class 23 contains 23916 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10188 members 
Mstep: Class 27 contains 13806 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12522 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299296 members 
Mstep: Class 32 contains 10411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498000.000000 Penalty: 112415.234375
Iteration 482Q: 33 clusters Score -1.61498e+08 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15234 members 
Mstep: Class 4 contains 165809 members 
Mstep: Class 5 contains 157881 members 
Mstep: Class 6 contains 25772 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 9134 members 
Mstep: Class 10 contains 33219 members 
Mstep: Class 11 contains 34764 members 
Mstep: Class 12 contains 49593 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72878 members 
Mstep: Class 15 contains 19836 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 8674 members 
Mstep: Class 18 contains 188631 members 
Mstep: Class 19 contains 51447 members 
Mstep: Class 20 contains 12210 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169401 members 
Mstep: Class 23 contains 23917 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10217 members 
Mstep: Class 27 contains 13807 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12511 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299310 members 
Mstep: Class 32 contains 10411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498144.000000 Penalty: 112415.234375
Iteration 483Q: 33 clusters Score -1.614981e+08 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15202 members 
Mstep: Class 4 contains 165781 members 
Mstep: Class 5 contains 157921 members 
Mstep: Class 6 contains 25774 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 9135 members 
Mstep: Class 10 contains 33220 members 
Mstep: Class 11 contains 34762 members 
Mstep: Class 12 contains 49582 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72879 members 
Mstep: Class 15 contains 19835 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 8672 members 
Mstep: Class 18 contains 188620 members 
Mstep: Class 19 contains 51439 members 
Mstep: Class 20 contains 12210 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169429 members 
Mstep: Class 23 contains 23922 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10244 members 
Mstep: Class 27 contains 13807 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12494 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299316 members 
Mstep: Class 32 contains 10413 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498144.000000 Penalty: 112415.234375
Iteration 484Q: 33 clusters Score -1.614981e+08 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15178 members 
Mstep: Class 4 contains 165753 members 
Mstep: Class 5 contains 157938 members 
Mstep: Class 6 contains 25774 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 9136 members 
Mstep: Class 10 contains 33222 members 
Mstep: Class 11 contains 34758 members 
Mstep: Class 12 contains 49578 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72879 members 
Mstep: Class 15 contains 19835 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 8671 members 
Mstep: Class 18 contains 188616 members 
Mstep: Class 19 contains 51432 members 
Mstep: Class 20 contains 12208 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169462 members 
Mstep: Class 23 contains 23923 members 
Mstep: Class 24 contains 2224 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10263 members 
Mstep: Class 27 contains 13807 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12487 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299319 members 
Mstep: Class 32 contains 10416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498320.000000 Penalty: 112415.234375
Iteration 485Q: 33 clusters Score -1.614983e+08 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15161 members 
Mstep: Class 4 contains 165738 members 
Mstep: Class 5 contains 157953 members 
Mstep: Class 6 contains 25778 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 9136 members 
Mstep: Class 10 contains 33222 members 
Mstep: Class 11 contains 34752 members 
Mstep: Class 12 contains 49570 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72883 members 
Mstep: Class 15 contains 19831 members 
Mstep: Class 16 contains 12158 members 
Mstep: Class 17 contains 8669 members 
Mstep: Class 18 contains 188621 members 
Mstep: Class 19 contains 51432 members 
Mstep: Class 20 contains 12208 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169474 members 
Mstep: Class 23 contains 23922 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10284 members 
Mstep: Class 27 contains 13807 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12480 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299319 members 
Mstep: Class 32 contains 10415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498272.000000 Penalty: 112415.234375
Iteration 486Q: 33 clusters Score -1.614983e+08 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15142 members 
Mstep: Class 4 contains 165709 members 
Mstep: Class 5 contains 157963 members 
Mstep: Class 6 contains 25778 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 9136 members 
Mstep: Class 10 contains 33225 members 
Mstep: Class 11 contains 34752 members 
Mstep: Class 12 contains 49564 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72878 members 
Mstep: Class 15 contains 19831 members 
Mstep: Class 16 contains 12159 members 
Mstep: Class 17 contains 8667 members 
Mstep: Class 18 contains 188623 members 
Mstep: Class 19 contains 51428 members 
Mstep: Class 20 contains 12207 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169494 members 
Mstep: Class 23 contains 23918 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10314 members 
Mstep: Class 27 contains 13805 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12476 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299325 members 
Mstep: Class 32 contains 10419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498336.000000 Penalty: 112415.234375
Iteration 487Q: 33 clusters Score -1.614983e+08 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15121 members 
Mstep: Class 4 contains 165682 members 
Mstep: Class 5 contains 157990 members 
Mstep: Class 6 contains 25781 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 9135 members 
Mstep: Class 10 contains 33231 members 
Mstep: Class 11 contains 34749 members 
Mstep: Class 12 contains 49557 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72875 members 
Mstep: Class 15 contains 19828 members 
Mstep: Class 16 contains 12160 members 
Mstep: Class 17 contains 8667 members 
Mstep: Class 18 contains 188615 members 
Mstep: Class 19 contains 51424 members 
Mstep: Class 20 contains 12205 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169491 members 
Mstep: Class 23 contains 23917 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10343 members 
Mstep: Class 27 contains 13805 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12470 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299344 members 
Mstep: Class 32 contains 10423 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498304.000000 Penalty: 112415.234375
Iteration 488Q: 33 clusters Score -1.614983e+08 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15102 members 
Mstep: Class 4 contains 165660 members 
Mstep: Class 5 contains 158010 members 
Mstep: Class 6 contains 25783 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 9137 members 
Mstep: Class 10 contains 33231 members 
Mstep: Class 11 contains 34748 members 
Mstep: Class 12 contains 49552 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72868 members 
Mstep: Class 15 contains 19827 members 
Mstep: Class 16 contains 12161 members 
Mstep: Class 17 contains 8667 members 
Mstep: Class 18 contains 188614 members 
Mstep: Class 19 contains 51419 members 
Mstep: Class 20 contains 12205 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169492 members 
Mstep: Class 23 contains 23918 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10359 members 
Mstep: Class 27 contains 13806 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12467 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299356 members 
Mstep: Class 32 contains 10432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498400.000000 Penalty: 112415.234375
Iteration 489Q: 33 clusters Score -1.614984e+08 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15093 members 
Mstep: Class 4 contains 165635 members 
Mstep: Class 5 contains 158028 members 
Mstep: Class 6 contains 25781 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 9137 members 
Mstep: Class 10 contains 33231 members 
Mstep: Class 11 contains 34748 members 
Mstep: Class 12 contains 49547 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72865 members 
Mstep: Class 15 contains 19826 members 
Mstep: Class 16 contains 12162 members 
Mstep: Class 17 contains 8667 members 
Mstep: Class 18 contains 188606 members 
Mstep: Class 19 contains 51420 members 
Mstep: Class 20 contains 12204 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169492 members 
Mstep: Class 23 contains 23917 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10374 members 
Mstep: Class 27 contains 13806 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12465 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299376 members 
Mstep: Class 32 contains 10434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498544.000000 Penalty: 112415.234375
Iteration 490Q: 33 clusters Score -1.614985e+08 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15079 members 
Mstep: Class 4 contains 165619 members 
Mstep: Class 5 contains 158048 members 
Mstep: Class 6 contains 25779 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 9139 members 
Mstep: Class 10 contains 33234 members 
Mstep: Class 11 contains 34749 members 
Mstep: Class 12 contains 49543 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72861 members 
Mstep: Class 15 contains 19825 members 
Mstep: Class 16 contains 12163 members 
Mstep: Class 17 contains 8666 members 
Mstep: Class 18 contains 188589 members 
Mstep: Class 19 contains 51421 members 
Mstep: Class 20 contains 12204 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169487 members 
Mstep: Class 23 contains 23915 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10386 members 
Mstep: Class 27 contains 13807 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12462 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299405 members 
Mstep: Class 32 contains 10433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498560.000000 Penalty: 112415.234375
Iteration 491Q: 33 clusters Score -1.614986e+08 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15067 members 
Mstep: Class 4 contains 165594 members 
Mstep: Class 5 contains 158065 members 
Mstep: Class 6 contains 25777 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 9143 members 
Mstep: Class 10 contains 33239 members 
Mstep: Class 11 contains 34750 members 
Mstep: Class 12 contains 49540 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72859 members 
Mstep: Class 15 contains 19822 members 
Mstep: Class 16 contains 12165 members 
Mstep: Class 17 contains 8666 members 
Mstep: Class 18 contains 188591 members 
Mstep: Class 19 contains 51413 members 
Mstep: Class 20 contains 12204 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169480 members 
Mstep: Class 23 contains 23910 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10397 members 
Mstep: Class 27 contains 13803 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12463 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299435 members 
Mstep: Class 32 contains 10431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498144.000000 Penalty: 112415.234375
Iteration 492Q: 33 clusters Score -1.614981e+08 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15061 members 
Mstep: Class 4 contains 165574 members 
Mstep: Class 5 contains 158074 members 
Mstep: Class 6 contains 25775 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 9146 members 
Mstep: Class 10 contains 33242 members 
Mstep: Class 11 contains 34750 members 
Mstep: Class 12 contains 49540 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72854 members 
Mstep: Class 15 contains 19821 members 
Mstep: Class 16 contains 12167 members 
Mstep: Class 17 contains 8666 members 
Mstep: Class 18 contains 188590 members 
Mstep: Class 19 contains 51406 members 
Mstep: Class 20 contains 12202 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169476 members 
Mstep: Class 23 contains 23907 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10399 members 
Mstep: Class 27 contains 13804 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12462 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299465 members 
Mstep: Class 32 contains 10431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498208.000000 Penalty: 112415.234375
Iteration 493Q: 33 clusters Score -1.614982e+08 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15049 members 
Mstep: Class 4 contains 165545 members 
Mstep: Class 5 contains 158101 members 
Mstep: Class 6 contains 25770 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 33241 members 
Mstep: Class 11 contains 34748 members 
Mstep: Class 12 contains 49542 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72852 members 
Mstep: Class 15 contains 19820 members 
Mstep: Class 16 contains 12171 members 
Mstep: Class 17 contains 8666 members 
Mstep: Class 18 contains 188580 members 
Mstep: Class 19 contains 51406 members 
Mstep: Class 20 contains 12201 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169459 members 
Mstep: Class 23 contains 23905 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10411 members 
Mstep: Class 27 contains 13801 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12463 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299504 members 
Mstep: Class 32 contains 10434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498192.000000 Penalty: 112415.234375
Iteration 494Q: 33 clusters Score -1.614982e+08 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15041 members 
Mstep: Class 4 contains 165511 members 
Mstep: Class 5 contains 158123 members 
Mstep: Class 6 contains 25764 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 9146 members 
Mstep: Class 10 contains 33244 members 
Mstep: Class 11 contains 34747 members 
Mstep: Class 12 contains 49533 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72851 members 
Mstep: Class 15 contains 19818 members 
Mstep: Class 16 contains 12172 members 
Mstep: Class 17 contains 8665 members 
Mstep: Class 18 contains 188583 members 
Mstep: Class 19 contains 51404 members 
Mstep: Class 20 contains 12200 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169449 members 
Mstep: Class 23 contains 23905 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10420 members 
Mstep: Class 27 contains 13802 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12459 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299542 members 
Mstep: Class 32 contains 10435 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498336.000000 Penalty: 112415.234375
Iteration 495Q: 33 clusters Score -1.614983e+08 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15035 members 
Mstep: Class 4 contains 165485 members 
Mstep: Class 5 contains 158162 members 
Mstep: Class 6 contains 25754 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2585 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 33245 members 
Mstep: Class 11 contains 34745 members 
Mstep: Class 12 contains 49522 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72845 members 
Mstep: Class 15 contains 19819 members 
Mstep: Class 16 contains 12172 members 
Mstep: Class 17 contains 8664 members 
Mstep: Class 18 contains 188584 members 
Mstep: Class 19 contains 51401 members 
Mstep: Class 20 contains 12200 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169429 members 
Mstep: Class 23 contains 23907 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10430 members 
Mstep: Class 27 contains 13800 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12458 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299579 members 
Mstep: Class 32 contains 10434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498400.000000 Penalty: 112415.234375
Iteration 496Q: 33 clusters Score -1.614984e+08 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15030 members 
Mstep: Class 4 contains 165471 members 
Mstep: Class 5 contains 158214 members 
Mstep: Class 6 contains 25747 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2586 members 
Mstep: Class 9 contains 9146 members 
Mstep: Class 10 contains 33247 members 
Mstep: Class 11 contains 34744 members 
Mstep: Class 12 contains 49514 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72848 members 
Mstep: Class 15 contains 19821 members 
Mstep: Class 16 contains 12172 members 
Mstep: Class 17 contains 8663 members 
Mstep: Class 18 contains 188580 members 
Mstep: Class 19 contains 51393 members 
Mstep: Class 20 contains 12200 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169408 members 
Mstep: Class 23 contains 23910 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10432 members 
Mstep: Class 27 contains 13801 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12455 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299593 members 
Mstep: Class 32 contains 10425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498384.000000 Penalty: 112415.234375
Iteration 497Q: 33 clusters Score -1.614984e+08 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15026 members 
Mstep: Class 4 contains 165455 members 
Mstep: Class 5 contains 158242 members 
Mstep: Class 6 contains 25748 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2587 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 33249 members 
Mstep: Class 11 contains 34745 members 
Mstep: Class 12 contains 49507 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72843 members 
Mstep: Class 15 contains 19820 members 
Mstep: Class 16 contains 12172 members 
Mstep: Class 17 contains 8662 members 
Mstep: Class 18 contains 188579 members 
Mstep: Class 19 contains 51390 members 
Mstep: Class 20 contains 12200 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169408 members 
Mstep: Class 23 contains 23911 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10438 members 
Mstep: Class 27 contains 13798 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12452 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299604 members 
Mstep: Class 32 contains 10420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498384.000000 Penalty: 112415.234375
Iteration 498Q: 33 clusters Score -1.614984e+08 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15025 members 
Mstep: Class 4 contains 165442 members 
Mstep: Class 5 contains 158263 members 
Mstep: Class 6 contains 25744 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 2588 members 
Mstep: Class 9 contains 9143 members 
Mstep: Class 10 contains 33256 members 
Mstep: Class 11 contains 34746 members 
Mstep: Class 12 contains 49505 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72845 members 
Mstep: Class 15 contains 19820 members 
Mstep: Class 16 contains 12172 members 
Mstep: Class 17 contains 8660 members 
Mstep: Class 18 contains 188578 members 
Mstep: Class 19 contains 51384 members 
Mstep: Class 20 contains 12199 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169385 members 
Mstep: Class 23 contains 23911 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10445 members 
Mstep: Class 27 contains 13796 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12449 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299627 members 
Mstep: Class 32 contains 10417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498240.000000 Penalty: 112415.234375
Iteration 499Q: 33 clusters Score -1.614982e+08 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 13 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 658 members 
Mstep: Class 3 contains 15023 members 
Mstep: Class 4 contains 165423 members 
Mstep: Class 5 contains 158268 members 
Mstep: Class 6 contains 25741 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 2590 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 33262 members 
Mstep: Class 11 contains 34747 members 
Mstep: Class 12 contains 49503 members 
Mstep: Class 13 contains 1944 members 
Mstep: Class 14 contains 72840 members 
Mstep: Class 15 contains 19819 members 
Mstep: Class 16 contains 12172 members 
Mstep: Class 17 contains 8661 members 
Mstep: Class 18 contains 188578 members 
Mstep: Class 19 contains 51385 members 
Mstep: Class 20 contains 12196 members 
Mstep: Class 21 contains 473 members 
Mstep: Class 22 contains 169370 members 
Mstep: Class 23 contains 23911 members 
Mstep: Class 24 contains 2225 members 
Mstep: Class 25 contains 264 members 
Mstep: Class 26 contains 10450 members 
Mstep: Class 27 contains 13794 members 
Mstep: Class 28 contains 570 members 
Mstep: Class 29 contains 12448 members 
Mstep: Class 30 contains 1790 members 
Mstep: Class 31 contains 299656 members 
Mstep: Class 32 contains 10420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498336.000000 Penalty: 112415.234375
Iteration 500F: 33 clusters Score -1.614983e+08 nChanged 336
Maximum iterations exceeded
--- Evaluating fit on full set of 4255994 points ---
Entering Unmasked Estep 
Score: -496574624.000000 Penalty: 121133.828125
21->33 Clusters: Score -496574624.000000, best is -496219072.000000
THE BEST YET!

Starting from 22 clusters...
Entering ConstructFrom: 
--- Running on subset of 1418664 points ---
Entering CEM 
Assigned 22 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 67414 members 
Mstep: Class 3 contains 67657 members 
Mstep: Class 4 contains 67489 members 
Mstep: Class 5 contains 67495 members 
Mstep: Class 6 contains 67128 members 
Mstep: Class 7 contains 67364 members 
Mstep: Class 8 contains 67885 members 
Mstep: Class 9 contains 67765 members 
Mstep: Class 10 contains 67323 members 
Mstep: Class 11 contains 67507 members 
Mstep: Class 12 contains 67256 members 
Mstep: Class 13 contains 67803 members 
Mstep: Class 14 contains 67347 members 
Mstep: Class 15 contains 67785 members 
Mstep: Class 16 contains 67920 members 
Mstep: Class 17 contains 67815 members 
Mstep: Class 18 contains 67100 members 
Mstep: Class 19 contains 67964 members 
Mstep: Class 20 contains 67453 members 
Mstep: Class 21 contains 67743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 6. Lose 1022.621277 but Gain 3512.976562
Score: -152993936.000000 Penalty: 70259.523438
Iteration 0F: 21 clusters Score -1.529939e+08 nChanged 1347155
Entering Unmasked Mstep 
Mstep: Class 0 contains 7106 members 
Mstep: Class 1 contains 34536 members 
Mstep: Class 2 contains 109158 members 
Mstep: Class 3 contains 61564 members 
Mstep: Class 4 contains 40661 members 
Mstep: Class 5 contains 174041 members 
Mstep: Class 7 contains 24795 members 
Mstep: Class 8 contains 318817 members 
Mstep: Class 9 contains 74906 members 
Mstep: Class 10 contains 84970 members 
Mstep: Class 11 contains 43156 members 
Mstep: Class 12 contains 39634 members 
Mstep: Class 13 contains 28010 members 
Mstep: Class 14 contains 46244 members 
Mstep: Class 15 contains 16001 members 
Mstep: Class 16 contains 11714 members 
Mstep: Class 17 contains 103053 members 
Mstep: Class 18 contains 46716 members 
Mstep: Class 19 contains 32962 members 
Mstep: Class 20 contains 22076 members 
Mstep: Class 21 contains 98544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158811040.000000 Penalty: 70259.523438
Iteration 1F: 21 clusters Score -1.58811e+08 nChanged 610361
Entering Unmasked Mstep 
Mstep: Class 0 contains 3919 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 47556 members 
Mstep: Class 3 contains 45602 members 
Mstep: Class 4 contains 20401 members 
Mstep: Class 5 contains 211087 members 
Mstep: Class 7 contains 17086 members 
Mstep: Class 8 contains 536124 members 
Mstep: Class 9 contains 38400 members 
Mstep: Class 10 contains 65228 members 
Mstep: Class 11 contains 20426 members 
Mstep: Class 12 contains 26483 members 
Mstep: Class 13 contains 10901 members 
Mstep: Class 14 contains 33998 members 
Mstep: Class 15 contains 14050 members 
Mstep: Class 16 contains 15398 members 
Mstep: Class 17 contains 129719 members 
Mstep: Class 18 contains 40418 members 
Mstep: Class 19 contains 44175 members 
Mstep: Class 20 contains 6791 members 
Mstep: Class 21 contains 80935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 20. Lose 3453.161865 but Gain 3512.976562
Score: -159726992.000000 Penalty: 66746.546875
Iteration 2F: 20 clusters Score -1.59727e+08 nChanged 373671
Entering Unmasked Mstep 
Mstep: Class 0 contains 1902 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 41272 members 
Mstep: Class 3 contains 35571 members 
Mstep: Class 4 contains 12155 members 
Mstep: Class 5 contains 315426 members 
Mstep: Class 7 contains 18994 members 
Mstep: Class 8 contains 442472 members 
Mstep: Class 9 contains 33125 members 
Mstep: Class 10 contains 70616 members 
Mstep: Class 11 contains 22437 members 
Mstep: Class 12 contains 22138 members 
Mstep: Class 13 contains 11480 members 
Mstep: Class 14 contains 32854 members 
Mstep: Class 15 contains 9231 members 
Mstep: Class 16 contains 18806 members 
Mstep: Class 17 contains 163607 members 
Mstep: Class 18 contains 35818 members 
Mstep: Class 19 contains 38268 members 
Mstep: Class 21 contains 89437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160352688.000000 Penalty: 66746.546875
Iteration 3F: 20 clusters Score -1.603527e+08 nChanged 279204
Entering Unmasked Mstep 
Mstep: Class 0 contains 524 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 43972 members 
Mstep: Class 3 contains 23671 members 
Mstep: Class 4 contains 7051 members 
Mstep: Class 5 contains 440098 members 
Mstep: Class 7 contains 18529 members 
Mstep: Class 8 contains 328025 members 
Mstep: Class 9 contains 31181 members 
Mstep: Class 10 contains 78443 members 
Mstep: Class 11 contains 24727 members 
Mstep: Class 12 contains 16003 members 
Mstep: Class 13 contains 12091 members 
Mstep: Class 14 contains 29641 members 
Mstep: Class 15 contains 5935 members 
Mstep: Class 16 contains 22675 members 
Mstep: Class 17 contains 179993 members 
Mstep: Class 18 contains 30410 members 
Mstep: Class 19 contains 31192 members 
Mstep: Class 21 contains 92012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160589520.000000 Penalty: 66746.546875
Iteration 4F: 20 clusters Score -1.605895e+08 nChanged 262423
Entering Unmasked Mstep 
Mstep: Class 0 contains 288 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 46572 members 
Mstep: Class 3 contains 17106 members 
Mstep: Class 4 contains 4699 members 
Mstep: Class 5 contains 397974 members 
Mstep: Class 7 contains 17852 members 
Mstep: Class 8 contains 337014 members 
Mstep: Class 9 contains 30318 members 
Mstep: Class 10 contains 93978 members 
Mstep: Class 11 contains 26043 members 
Mstep: Class 12 contains 12996 members 
Mstep: Class 13 contains 13191 members 
Mstep: Class 14 contains 29412 members 
Mstep: Class 15 contains 4759 members 
Mstep: Class 16 contains 24818 members 
Mstep: Class 17 contains 203428 members 
Mstep: Class 18 contains 28811 members 
Mstep: Class 19 contains 27112 members 
Mstep: Class 21 contains 99635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 3481.822266 but Gain 3512.976562
Score: -160764176.000000 Penalty: 63233.570312
Iteration 5F: 19 clusters Score -1.607642e+08 nChanged 151456
Entering Unmasked Mstep 
Mstep: Class 0 contains 174 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 46379 members 
Mstep: Class 3 contains 12634 members 
Mstep: Class 5 contains 365503 members 
Mstep: Class 7 contains 18205 members 
Mstep: Class 8 contains 332958 members 
Mstep: Class 9 contains 29051 members 
Mstep: Class 10 contains 108479 members 
Mstep: Class 11 contains 26621 members 
Mstep: Class 12 contains 11060 members 
Mstep: Class 13 contains 14486 members 
Mstep: Class 14 contains 28896 members 
Mstep: Class 15 contains 4337 members 
Mstep: Class 16 contains 25746 members 
Mstep: Class 17 contains 229168 members 
Mstep: Class 18 contains 29173 members 
Mstep: Class 19 contains 24941 members 
Mstep: Class 21 contains 108093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160893184.000000 Penalty: 63233.570312
Iteration 6F: 19 clusters Score -1.608932e+08 nChanged 125508
Entering Unmasked Mstep 
Mstep: Class 0 contains 103 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 44708 members 
Mstep: Class 3 contains 9376 members 
Mstep: Class 5 contains 348705 members 
Mstep: Class 7 contains 18699 members 
Mstep: Class 8 contains 317948 members 
Mstep: Class 9 contains 25970 members 
Mstep: Class 10 contains 118052 members 
Mstep: Class 11 contains 26889 members 
Mstep: Class 12 contains 9598 members 
Mstep: Class 13 contains 16295 members 
Mstep: Class 14 contains 28069 members 
Mstep: Class 15 contains 4064 members 
Mstep: Class 16 contains 25816 members 
Mstep: Class 17 contains 251166 members 
Mstep: Class 18 contains 30630 members 
Mstep: Class 19 contains 23806 members 
Mstep: Class 21 contains 115942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160997664.000000 Penalty: 63233.570312
Iteration 7F: 19 clusters Score -1.609977e+08 nChanged 111573
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 43013 members 
Mstep: Class 3 contains 7005 members 
Mstep: Class 5 contains 334750 members 
Mstep: Class 7 contains 19613 members 
Mstep: Class 8 contains 308964 members 
Mstep: Class 9 contains 23185 members 
Mstep: Class 10 contains 124664 members 
Mstep: Class 11 contains 27185 members 
Mstep: Class 12 contains 8381 members 
Mstep: Class 13 contains 18637 members 
Mstep: Class 14 contains 27515 members 
Mstep: Class 15 contains 3850 members 
Mstep: Class 16 contains 25406 members 
Mstep: Class 17 contains 265307 members 
Mstep: Class 18 contains 32268 members 
Mstep: Class 19 contains 23032 members 
Mstep: Class 21 contains 122964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161080448.000000 Penalty: 63233.570312
Iteration 8F: 19 clusters Score -1.610804e+08 nChanged 101781
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 41495 members 
Mstep: Class 3 contains 5451 members 
Mstep: Class 5 contains 320018 members 
Mstep: Class 7 contains 20648 members 
Mstep: Class 8 contains 304859 members 
Mstep: Class 9 contains 20895 members 
Mstep: Class 10 contains 130438 members 
Mstep: Class 11 contains 27596 members 
Mstep: Class 12 contains 7394 members 
Mstep: Class 13 contains 21563 members 
Mstep: Class 14 contains 27050 members 
Mstep: Class 15 contains 3712 members 
Mstep: Class 16 contains 24566 members 
Mstep: Class 17 contains 274505 members 
Mstep: Class 18 contains 33634 members 
Mstep: Class 19 contains 22341 members 
Mstep: Class 21 contains 129572 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161149680.000000 Penalty: 63233.570312
Iteration 9F: 19 clusters Score -1.611497e+08 nChanged 90425
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 40041 members 
Mstep: Class 3 contains 4350 members 
Mstep: Class 5 contains 307845 members 
Mstep: Class 7 contains 21801 members 
Mstep: Class 8 contains 301767 members 
Mstep: Class 9 contains 18909 members 
Mstep: Class 10 contains 135635 members 
Mstep: Class 11 contains 28051 members 
Mstep: Class 12 contains 6623 members 
Mstep: Class 13 contains 24661 members 
Mstep: Class 14 contains 26623 members 
Mstep: Class 15 contains 3790 members 
Mstep: Class 16 contains 23723 members 
Mstep: Class 17 contains 280041 members 
Mstep: Class 18 contains 34534 members 
Mstep: Class 19 contains 21509 members 
Mstep: Class 21 contains 135833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161199872.000000 Penalty: 63233.570312
Iteration 10F: 19 clusters Score -1.611999e+08 nChanged 77715
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 38708 members 
Mstep: Class 3 contains 3679 members 
Mstep: Class 5 contains 298546 members 
Mstep: Class 7 contains 22907 members 
Mstep: Class 8 contains 299112 members 
Mstep: Class 9 contains 17317 members 
Mstep: Class 10 contains 140005 members 
Mstep: Class 11 contains 28637 members 
Mstep: Class 12 contains 6153 members 
Mstep: Class 13 contains 27627 members 
Mstep: Class 14 contains 26164 members 
Mstep: Class 15 contains 4055 members 
Mstep: Class 16 contains 23082 members 
Mstep: Class 17 contains 282483 members 
Mstep: Class 18 contains 34998 members 
Mstep: Class 19 contains 20599 members 
Mstep: Class 21 contains 141662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161236000.000000 Penalty: 63233.570312
Iteration 11F: 19 clusters Score -1.61236e+08 nChanged 65270
Entering Unmasked Mstep 
Mstep: Class 0 contains 35 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 37837 members 
Mstep: Class 3 contains 3218 members 
Mstep: Class 5 contains 293257 members 
Mstep: Class 7 contains 24006 members 
Mstep: Class 8 contains 296839 members 
Mstep: Class 9 contains 16046 members 
Mstep: Class 10 contains 143268 members 
Mstep: Class 11 contains 29145 members 
Mstep: Class 12 contains 5912 members 
Mstep: Class 13 contains 30187 members 
Mstep: Class 14 contains 25791 members 
Mstep: Class 15 contains 4161 members 
Mstep: Class 16 contains 22730 members 
Mstep: Class 17 contains 281685 members 
Mstep: Class 18 contains 35157 members 
Mstep: Class 19 contains 19686 members 
Mstep: Class 21 contains 146810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161258656.000000 Penalty: 63233.570312
Iteration 12Q: 19 clusters Score -1.612587e+08 nChanged 56362
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 37160 members 
Mstep: Class 3 contains 2960 members 
Mstep: Class 5 contains 289728 members 
Mstep: Class 7 contains 25078 members 
Mstep: Class 8 contains 295625 members 
Mstep: Class 9 contains 14941 members 
Mstep: Class 10 contains 145745 members 
Mstep: Class 11 contains 29598 members 
Mstep: Class 12 contains 5982 members 
Mstep: Class 13 contains 32223 members 
Mstep: Class 14 contains 25694 members 
Mstep: Class 15 contains 4204 members 
Mstep: Class 16 contains 22710 members 
Mstep: Class 17 contains 278243 members 
Mstep: Class 18 contains 35155 members 
Mstep: Class 19 contains 18775 members 
Mstep: Class 21 contains 151915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161276096.000000 Penalty: 63233.570312
Iteration 13Q: 19 clusters Score -1.612761e+08 nChanged 50785
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 36717 members 
Mstep: Class 3 contains 2813 members 
Mstep: Class 5 contains 286501 members 
Mstep: Class 7 contains 26094 members 
Mstep: Class 8 contains 295726 members 
Mstep: Class 9 contains 14001 members 
Mstep: Class 10 contains 147534 members 
Mstep: Class 11 contains 29947 members 
Mstep: Class 12 contains 6286 members 
Mstep: Class 13 contains 33884 members 
Mstep: Class 14 contains 25865 members 
Mstep: Class 15 contains 4189 members 
Mstep: Class 16 contains 22836 members 
Mstep: Class 17 contains 273348 members 
Mstep: Class 18 contains 35078 members 
Mstep: Class 19 contains 17930 members 
Mstep: Class 21 contains 156988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161290288.000000 Penalty: 63233.570312
Iteration 14Q: 19 clusters Score -1.612903e+08 nChanged 46909
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 36415 members 
Mstep: Class 3 contains 2768 members 
Mstep: Class 5 contains 283191 members 
Mstep: Class 7 contains 27028 members 
Mstep: Class 8 contains 297261 members 
Mstep: Class 9 contains 13152 members 
Mstep: Class 10 contains 148664 members 
Mstep: Class 11 contains 30149 members 
Mstep: Class 12 contains 6767 members 
Mstep: Class 13 contains 35231 members 
Mstep: Class 14 contains 26101 members 
Mstep: Class 15 contains 4151 members 
Mstep: Class 16 contains 23210 members 
Mstep: Class 17 contains 267438 members 
Mstep: Class 18 contains 35099 members 
Mstep: Class 19 contains 17075 members 
Mstep: Class 21 contains 162039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301488.000000 Penalty: 63233.570312
Iteration 15Q: 19 clusters Score -1.613015e+08 nChanged 43249
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 36160 members 
Mstep: Class 3 contains 2805 members 
Mstep: Class 5 contains 279943 members 
Mstep: Class 7 contains 27899 members 
Mstep: Class 8 contains 299503 members 
Mstep: Class 9 contains 12462 members 
Mstep: Class 10 contains 149141 members 
Mstep: Class 11 contains 30330 members 
Mstep: Class 12 contains 7324 members 
Mstep: Class 13 contains 36248 members 
Mstep: Class 14 contains 26453 members 
Mstep: Class 15 contains 4101 members 
Mstep: Class 16 contains 23687 members 
Mstep: Class 17 contains 260991 members 
Mstep: Class 18 contains 35162 members 
Mstep: Class 19 contains 16259 members 
Mstep: Class 21 contains 167271 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161309536.000000 Penalty: 63233.570312
Iteration 16Q: 19 clusters Score -1.613095e+08 nChanged 39068
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35884 members 
Mstep: Class 3 contains 2886 members 
Mstep: Class 5 contains 276513 members 
Mstep: Class 7 contains 28690 members 
Mstep: Class 8 contains 300782 members 
Mstep: Class 9 contains 11888 members 
Mstep: Class 10 contains 149734 members 
Mstep: Class 11 contains 30466 members 
Mstep: Class 12 contains 8039 members 
Mstep: Class 13 contains 37033 members 
Mstep: Class 14 contains 26817 members 
Mstep: Class 15 contains 4046 members 
Mstep: Class 16 contains 24313 members 
Mstep: Class 17 contains 255196 members 
Mstep: Class 18 contains 35252 members 
Mstep: Class 19 contains 15514 members 
Mstep: Class 21 contains 172685 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161315952.000000 Penalty: 63233.570312
Iteration 17Q: 19 clusters Score -1.61316e+08 nChanged 35096
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 35653 members 
Mstep: Class 3 contains 3039 members 
Mstep: Class 5 contains 272878 members 
Mstep: Class 7 contains 29473 members 
Mstep: Class 8 contains 301083 members 
Mstep: Class 9 contains 11437 members 
Mstep: Class 10 contains 150247 members 
Mstep: Class 11 contains 30592 members 
Mstep: Class 12 contains 8829 members 
Mstep: Class 13 contains 37657 members 
Mstep: Class 14 contains 27195 members 
Mstep: Class 15 contains 4000 members 
Mstep: Class 16 contains 25007 members 
Mstep: Class 17 contains 250066 members 
Mstep: Class 18 contains 35411 members 
Mstep: Class 19 contains 14829 members 
Mstep: Class 21 contains 178341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161320832.000000 Penalty: 63233.570312
Iteration 18Q: 19 clusters Score -1.613208e+08 nChanged 31863
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 35523 members 
Mstep: Class 3 contains 3254 members 
Mstep: Class 5 contains 268881 members 
Mstep: Class 7 contains 30239 members 
Mstep: Class 8 contains 301076 members 
Mstep: Class 9 contains 11048 members 
Mstep: Class 10 contains 150724 members 
Mstep: Class 11 contains 30699 members 
Mstep: Class 12 contains 9723 members 
Mstep: Class 13 contains 38121 members 
Mstep: Class 14 contains 27584 members 
Mstep: Class 15 contains 3945 members 
Mstep: Class 16 contains 25772 members 
Mstep: Class 17 contains 245312 members 
Mstep: Class 18 contains 35642 members 
Mstep: Class 19 contains 14195 members 
Mstep: Class 21 contains 183998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161324880.000000 Penalty: 63233.570312
Iteration 19Q: 19 clusters Score -1.613249e+08 nChanged 29751
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 35320 members 
Mstep: Class 3 contains 3548 members 
Mstep: Class 5 contains 264760 members 
Mstep: Class 7 contains 30965 members 
Mstep: Class 8 contains 300482 members 
Mstep: Class 9 contains 10688 members 
Mstep: Class 10 contains 151351 members 
Mstep: Class 11 contains 30772 members 
Mstep: Class 12 contains 10743 members 
Mstep: Class 13 contains 38486 members 
Mstep: Class 14 contains 28017 members 
Mstep: Class 15 contains 3881 members 
Mstep: Class 16 contains 26566 members 
Mstep: Class 17 contains 240962 members 
Mstep: Class 18 contains 35933 members 
Mstep: Class 19 contains 13685 members 
Mstep: Class 21 contains 189578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328624.000000 Penalty: 63233.570312
Iteration 20F: 19 clusters Score -1.613286e+08 nChanged 28053
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35194 members 
Mstep: Class 3 contains 3925 members 
Mstep: Class 5 contains 260472 members 
Mstep: Class 7 contains 31726 members 
Mstep: Class 8 contains 299692 members 
Mstep: Class 9 contains 10418 members 
Mstep: Class 10 contains 151805 members 
Mstep: Class 11 contains 30884 members 
Mstep: Class 12 contains 11896 members 
Mstep: Class 13 contains 38761 members 
Mstep: Class 14 contains 28328 members 
Mstep: Class 15 contains 3819 members 
Mstep: Class 16 contains 27565 members 
Mstep: Class 17 contains 236980 members 
Mstep: Class 18 contains 36254 members 
Mstep: Class 19 contains 13006 members 
Mstep: Class 21 contains 195016 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161332624.000000 Penalty: 63233.570312
Iteration 21Q: 19 clusters Score -1.613326e+08 nChanged 26517
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 35126 members 
Mstep: Class 3 contains 4413 members 
Mstep: Class 5 contains 256105 members 
Mstep: Class 7 contains 32439 members 
Mstep: Class 8 contains 299000 members 
Mstep: Class 9 contains 10213 members 
Mstep: Class 10 contains 152194 members 
Mstep: Class 11 contains 31034 members 
Mstep: Class 12 contains 13155 members 
Mstep: Class 13 contains 39061 members 
Mstep: Class 14 contains 28596 members 
Mstep: Class 15 contains 3757 members 
Mstep: Class 16 contains 28411 members 
Mstep: Class 17 contains 233306 members 
Mstep: Class 18 contains 36547 members 
Mstep: Class 19 contains 12404 members 
Mstep: Class 21 contains 199979 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339552.000000 Penalty: 63233.570312
Iteration 22Q: 19 clusters Score -1.613396e+08 nChanged 25002
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35208 members 
Mstep: Class 3 contains 5024 members 
Mstep: Class 5 contains 251820 members 
Mstep: Class 7 contains 33199 members 
Mstep: Class 8 contains 298401 members 
Mstep: Class 9 contains 10031 members 
Mstep: Class 10 contains 152441 members 
Mstep: Class 11 contains 31196 members 
Mstep: Class 12 contains 14538 members 
Mstep: Class 13 contains 39267 members 
Mstep: Class 14 contains 28832 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 29143 members 
Mstep: Class 17 contains 230096 members 
Mstep: Class 18 contains 36756 members 
Mstep: Class 19 contains 11861 members 
Mstep: Class 21 contains 204243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161345488.000000 Penalty: 63233.570312
Iteration 23Q: 19 clusters Score -1.613455e+08 nChanged 23783
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 35389 members 
Mstep: Class 3 contains 5781 members 
Mstep: Class 5 contains 247192 members 
Mstep: Class 7 contains 33905 members 
Mstep: Class 8 contains 298218 members 
Mstep: Class 9 contains 9832 members 
Mstep: Class 10 contains 152613 members 
Mstep: Class 11 contains 31454 members 
Mstep: Class 12 contains 16054 members 
Mstep: Class 13 contains 39441 members 
Mstep: Class 14 contains 29037 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 29621 members 
Mstep: Class 17 contains 227251 members 
Mstep: Class 18 contains 36890 members 
Mstep: Class 19 contains 11423 members 
Mstep: Class 21 contains 208008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161349856.000000 Penalty: 63233.570312
Iteration 24Q: 19 clusters Score -1.613499e+08 nChanged 22247
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 35587 members 
Mstep: Class 3 contains 6659 members 
Mstep: Class 5 contains 242536 members 
Mstep: Class 7 contains 34533 members 
Mstep: Class 8 contains 298016 members 
Mstep: Class 9 contains 9654 members 
Mstep: Class 10 contains 152819 members 
Mstep: Class 11 contains 31635 members 
Mstep: Class 12 contains 17549 members 
Mstep: Class 13 contains 39611 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 29950 members 
Mstep: Class 17 contains 224884 members 
Mstep: Class 18 contains 36995 members 
Mstep: Class 19 contains 11062 members 
Mstep: Class 21 contains 211417 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353360.000000 Penalty: 63233.570312
Iteration 25Q: 19 clusters Score -1.613534e+08 nChanged 20965
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 35691 members 
Mstep: Class 3 contains 7598 members 
Mstep: Class 5 contains 237717 members 
Mstep: Class 7 contains 35113 members 
Mstep: Class 8 contains 298009 members 
Mstep: Class 9 contains 9523 members 
Mstep: Class 10 contains 153010 members 
Mstep: Class 11 contains 31784 members 
Mstep: Class 12 contains 19036 members 
Mstep: Class 13 contains 39716 members 
Mstep: Class 14 contains 29385 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 30302 members 
Mstep: Class 17 contains 222999 members 
Mstep: Class 18 contains 37079 members 
Mstep: Class 19 contains 10728 members 
Mstep: Class 21 contains 214416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161357040.000000 Penalty: 63233.570312
Iteration 26Q: 19 clusters Score -1.61357e+08 nChanged 19800
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 35808 members 
Mstep: Class 3 contains 8480 members 
Mstep: Class 5 contains 233052 members 
Mstep: Class 7 contains 35678 members 
Mstep: Class 8 contains 297932 members 
Mstep: Class 9 contains 9396 members 
Mstep: Class 10 contains 153203 members 
Mstep: Class 11 contains 31930 members 
Mstep: Class 12 contains 20440 members 
Mstep: Class 13 contains 39806 members 
Mstep: Class 14 contains 29503 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 30597 members 
Mstep: Class 17 contains 221671 members 
Mstep: Class 18 contains 37137 members 
Mstep: Class 19 contains 10452 members 
Mstep: Class 21 contains 217014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161359840.000000 Penalty: 63233.570312
Iteration 27Q: 19 clusters Score -1.613598e+08 nChanged 18427
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35901 members 
Mstep: Class 3 contains 9279 members 
Mstep: Class 5 contains 228458 members 
Mstep: Class 7 contains 36297 members 
Mstep: Class 8 contains 297938 members 
Mstep: Class 9 contains 9277 members 
Mstep: Class 10 contains 153330 members 
Mstep: Class 11 contains 32083 members 
Mstep: Class 12 contains 21675 members 
Mstep: Class 13 contains 39906 members 
Mstep: Class 14 contains 29637 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 30743 members 
Mstep: Class 17 contains 220747 members 
Mstep: Class 18 contains 37170 members 
Mstep: Class 19 contains 10274 members 
Mstep: Class 21 contains 219384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364096.000000 Penalty: 63233.570312
Iteration 28Q: 19 clusters Score -1.613641e+08 nChanged 17350
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35933 members 
Mstep: Class 3 contains 9985 members 
Mstep: Class 5 contains 224101 members 
Mstep: Class 7 contains 36908 members 
Mstep: Class 8 contains 297780 members 
Mstep: Class 9 contains 9162 members 
Mstep: Class 10 contains 153488 members 
Mstep: Class 11 contains 32243 members 
Mstep: Class 12 contains 22852 members 
Mstep: Class 13 contains 39994 members 
Mstep: Class 14 contains 29745 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 30868 members 
Mstep: Class 17 contains 220267 members 
Mstep: Class 18 contains 37215 members 
Mstep: Class 19 contains 10136 members 
Mstep: Class 21 contains 221414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366224.000000 Penalty: 63233.570312
Iteration 29Q: 19 clusters Score -1.613662e+08 nChanged 16188
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35952 members 
Mstep: Class 3 contains 10604 members 
Mstep: Class 5 contains 219901 members 
Mstep: Class 7 contains 37459 members 
Mstep: Class 8 contains 297610 members 
Mstep: Class 9 contains 9081 members 
Mstep: Class 10 contains 153622 members 
Mstep: Class 11 contains 32436 members 
Mstep: Class 12 contains 23925 members 
Mstep: Class 13 contains 40039 members 
Mstep: Class 14 contains 29847 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 30963 members 
Mstep: Class 17 contains 220096 members 
Mstep: Class 18 contains 37352 members 
Mstep: Class 19 contains 10029 members 
Mstep: Class 21 contains 223172 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161368848.000000 Penalty: 63233.570312
Iteration 30Q: 19 clusters Score -1.613688e+08 nChanged 15054
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 35996 members 
Mstep: Class 3 contains 11074 members 
Mstep: Class 5 contains 215748 members 
Mstep: Class 7 contains 37994 members 
Mstep: Class 8 contains 297521 members 
Mstep: Class 9 contains 9017 members 
Mstep: Class 10 contains 153812 members 
Mstep: Class 11 contains 32586 members 
Mstep: Class 12 contains 24879 members 
Mstep: Class 13 contains 40075 members 
Mstep: Class 14 contains 29981 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 31017 members 
Mstep: Class 17 contains 220234 members 
Mstep: Class 18 contains 37489 members 
Mstep: Class 19 contains 9941 members 
Mstep: Class 21 contains 224723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161371808.000000 Penalty: 63233.570312
Iteration 31Q: 19 clusters Score -1.613718e+08 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 36001 members 
Mstep: Class 3 contains 11462 members 
Mstep: Class 5 contains 211781 members 
Mstep: Class 7 contains 38512 members 
Mstep: Class 8 contains 297551 members 
Mstep: Class 9 contains 8961 members 
Mstep: Class 10 contains 153908 members 
Mstep: Class 11 contains 32723 members 
Mstep: Class 12 contains 25736 members 
Mstep: Class 13 contains 40078 members 
Mstep: Class 14 contains 30115 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 31075 members 
Mstep: Class 17 contains 220598 members 
Mstep: Class 18 contains 37672 members 
Mstep: Class 19 contains 9866 members 
Mstep: Class 21 contains 226051 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161373936.000000 Penalty: 63233.570312
Iteration 32Q: 19 clusters Score -1.613739e+08 nChanged 13221
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 35999 members 
Mstep: Class 3 contains 11778 members 
Mstep: Class 5 contains 207909 members 
Mstep: Class 7 contains 39029 members 
Mstep: Class 8 contains 297513 members 
Mstep: Class 9 contains 8902 members 
Mstep: Class 10 contains 154008 members 
Mstep: Class 11 contains 32830 members 
Mstep: Class 12 contains 26484 members 
Mstep: Class 13 contains 40109 members 
Mstep: Class 14 contains 30263 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 31124 members 
Mstep: Class 17 contains 221292 members 
Mstep: Class 18 contains 37835 members 
Mstep: Class 19 contains 9814 members 
Mstep: Class 21 contains 227200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161376256.000000 Penalty: 63233.570312
Iteration 33Q: 19 clusters Score -1.613763e+08 nChanged 12433
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 36003 members 
Mstep: Class 3 contains 12044 members 
Mstep: Class 5 contains 204370 members 
Mstep: Class 7 contains 39536 members 
Mstep: Class 8 contains 297433 members 
Mstep: Class 9 contains 8854 members 
Mstep: Class 10 contains 154038 members 
Mstep: Class 11 contains 32931 members 
Mstep: Class 12 contains 27098 members 
Mstep: Class 13 contains 40150 members 
Mstep: Class 14 contains 30387 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 31171 members 
Mstep: Class 17 contains 222115 members 
Mstep: Class 18 contains 38006 members 
Mstep: Class 19 contains 9757 members 
Mstep: Class 21 contains 228194 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161377680.000000 Penalty: 63233.570312
Iteration 34Q: 19 clusters Score -1.613777e+08 nChanged 11712
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 36006 members 
Mstep: Class 3 contains 12264 members 
Mstep: Class 5 contains 200999 members 
Mstep: Class 7 contains 40012 members 
Mstep: Class 8 contains 297453 members 
Mstep: Class 9 contains 8847 members 
Mstep: Class 10 contains 154114 members 
Mstep: Class 11 contains 33015 members 
Mstep: Class 12 contains 27604 members 
Mstep: Class 13 contains 40167 members 
Mstep: Class 14 contains 30480 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 31198 members 
Mstep: Class 17 contains 223101 members 
Mstep: Class 18 contains 38152 members 
Mstep: Class 19 contains 9718 members 
Mstep: Class 21 contains 228957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161378944.000000 Penalty: 63233.570312
Iteration 35Q: 19 clusters Score -1.613789e+08 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 35993 members 
Mstep: Class 3 contains 12439 members 
Mstep: Class 5 contains 198212 members 
Mstep: Class 7 contains 40496 members 
Mstep: Class 8 contains 297303 members 
Mstep: Class 9 contains 8873 members 
Mstep: Class 10 contains 154099 members 
Mstep: Class 11 contains 33091 members 
Mstep: Class 12 contains 28057 members 
Mstep: Class 13 contains 40191 members 
Mstep: Class 14 contains 30584 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 31204 members 
Mstep: Class 17 contains 224068 members 
Mstep: Class 18 contains 38299 members 
Mstep: Class 19 contains 9693 members 
Mstep: Class 21 contains 229484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161380640.000000 Penalty: 63233.570312
Iteration 36Q: 19 clusters Score -1.613806e+08 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 36028 members 
Mstep: Class 3 contains 12570 members 
Mstep: Class 5 contains 195716 members 
Mstep: Class 7 contains 40957 members 
Mstep: Class 8 contains 297314 members 
Mstep: Class 9 contains 8905 members 
Mstep: Class 10 contains 154080 members 
Mstep: Class 11 contains 33160 members 
Mstep: Class 12 contains 28435 members 
Mstep: Class 13 contains 40191 members 
Mstep: Class 14 contains 30685 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 31186 members 
Mstep: Class 17 contains 225091 members 
Mstep: Class 18 contains 38449 members 
Mstep: Class 19 contains 9671 members 
Mstep: Class 21 contains 229650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161382896.000000 Penalty: 63233.570312
Iteration 37Q: 19 clusters Score -1.613829e+08 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 36033 members 
Mstep: Class 3 contains 12695 members 
Mstep: Class 5 contains 193584 members 
Mstep: Class 7 contains 41403 members 
Mstep: Class 8 contains 297210 members 
Mstep: Class 9 contains 8932 members 
Mstep: Class 10 contains 154031 members 
Mstep: Class 11 contains 33232 members 
Mstep: Class 12 contains 28775 members 
Mstep: Class 13 contains 40206 members 
Mstep: Class 14 contains 30768 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 31169 members 
Mstep: Class 17 contains 226135 members 
Mstep: Class 18 contains 38586 members 
Mstep: Class 19 contains 9654 members 
Mstep: Class 21 contains 229672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161383952.000000 Penalty: 63233.570312
Iteration 38Q: 19 clusters Score -1.61384e+08 nChanged 9686
Entering ConstructFrom: 
Score: -161383952.000000 Penalty: 63233.570312
Entering ConstructFrom: 
Trying to split cluster 1 (2893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Entering Unmasked Estep 
Score: -291413.906250 Penalty: 1976.572266
	Iteration 0F: 2 clusters Score -291413.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -288417.718750 Penalty: 3953.144531
	Iteration 0F: 3 clusters Score -288417.7 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -290742.843750 Penalty: 3953.144531
	Iteration 1F: 3 clusters Score -290742.8 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -292143.812500 Penalty: 3953.144531
	Iteration 2F: 3 clusters Score -292143.8 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -293144.437500 Penalty: 3953.144531
	Iteration 3F: 3 clusters Score -293144.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -294718.500000 Penalty: 3953.144531
	Iteration 4F: 3 clusters Score -294718.5 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -296121.312500 Penalty: 3953.144531
	Iteration 5F: 3 clusters Score -296121.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -297987.125000 Penalty: 3953.144531
	Iteration 6Q: 3 clusters Score -297987.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -298303.718750 Penalty: 3953.144531
	Iteration 7Q: 3 clusters Score -298303.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -298390.281250 Penalty: 3953.144531
	Iteration 8Q: 3 clusters Score -298390.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -298402.437500 Penalty: 3953.144531
	Iteration 9Q: 3 clusters Score -298402.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -298404.125000 Penalty: 3953.144531
	Iteration 10Q: 3 clusters Score -298404.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -298405.718750 Penalty: 3953.144531
	Iteration 11Q: 3 clusters Score -298405.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -298407.812500 Penalty: 3953.144531
	Iteration 12F: 3 clusters Score -298407.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -298417.062500 Penalty: 3953.144531
	Iteration 13Q: 3 clusters Score -298417.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -298418.437500 Penalty: 3953.144531
	Iteration 14Q: 3 clusters Score -298418.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -298418.437500 Penalty: 3953.144531
	Iteration 15F: 3 clusters Score -298418.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 36039 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191775 members 
Mstep: Class 7 contains 41863 members 
Mstep: Class 8 contains 297034 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 153949 members 
Mstep: Class 11 contains 33294 members 
Mstep: Class 12 contains 29098 members 
Mstep: Class 13 contains 40202 members 
Mstep: Class 14 contains 30849 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 31144 members 
Mstep: Class 17 contains 227271 members 
Mstep: Class 18 contains 38702 members 
Mstep: Class 19 contains 9638 members 
Mstep: Class 21 contains 229494 members 
Entering Unmasked Estep 
Score: -161390112.000000 Penalty: 66746.546875
Splitting cluster 1 changes total score from -161383952.000000 to -161390112.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 2 (36039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36039 members 
Entering Unmasked Estep 
Score: -3912985.750000 Penalty: 2602.104492
	Iteration 0F: 2 clusters Score -3912986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3888308.500000 Penalty: 5204.208984
	Iteration 0F: 3 clusters Score -3888308 nChanged 16547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -3897854.250000 Penalty: 5204.208984
	Iteration 1F: 3 clusters Score -3897854 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -3898767.750000 Penalty: 5204.208984
	Iteration 2F: 3 clusters Score -3898768 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -3899697.750000 Penalty: 5204.208984
	Iteration 3F: 3 clusters Score -3899698 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -3900553.750000 Penalty: 5204.208984
	Iteration 4F: 3 clusters Score -3900554 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18036 members 
Mstep: Class 2 contains 18003 members 
Entering Unmasked Estep 
Score: -3901414.500000 Penalty: 5204.208984
	Iteration 5Q: 3 clusters Score -3901414 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -3902356.500000 Penalty: 5204.208984
	Iteration 6F: 3 clusters Score -3902356 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -3903370.000000 Penalty: 5204.208984
	Iteration 7Q: 3 clusters Score -3903370 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -3904618.750000 Penalty: 5204.208984
	Iteration 8F: 3 clusters Score -3904619 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -3906097.500000 Penalty: 5204.208984
	Iteration 9F: 3 clusters Score -3906098 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3907632.000000 Penalty: 5204.208984
	Iteration 10F: 3 clusters Score -3907632 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21061 members 
Mstep: Class 2 contains 14978 members 
Entering Unmasked Estep 
Score: -3909199.250000 Penalty: 5204.208984
	Iteration 11Q: 3 clusters Score -3909199 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 14670 members 
Entering Unmasked Estep 
Score: -3910480.250000 Penalty: 5204.208984
	Iteration 12Q: 3 clusters Score -3910480 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21440 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -3911349.000000 Penalty: 5204.208984
	Iteration 13Q: 3 clusters Score -3911349 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -3911833.500000 Penalty: 5204.208984
	Iteration 14Q: 3 clusters Score -3911834 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3912199.000000 Penalty: 5204.208984
	Iteration 15Q: 3 clusters Score -3912199 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -3912447.250000 Penalty: 5204.208984
	Iteration 16Q: 3 clusters Score -3912447 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -3912668.250000 Penalty: 5204.208984
	Iteration 17Q: 3 clusters Score -3912668 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20670 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -3912851.250000 Penalty: 5204.208984
	Iteration 18Q: 3 clusters Score -3912851 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20414 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -3913025.750000 Penalty: 5204.208984
	Iteration 19Q: 3 clusters Score -3913026 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -3913164.250000 Penalty: 5204.208984
	Iteration 20F: 3 clusters Score -3913164 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19854 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3913297.500000 Penalty: 5204.208984
	Iteration 21Q: 3 clusters Score -3913298 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -3913420.500000 Penalty: 5204.208984
	Iteration 22Q: 3 clusters Score -3913420 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -3913585.000000 Penalty: 5204.208984
	Iteration 23Q: 3 clusters Score -3913585 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -3913719.000000 Penalty: 5204.208984
	Iteration 24Q: 3 clusters Score -3913719 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -3913855.500000 Penalty: 5204.208984
	Iteration 25Q: 3 clusters Score -3913856 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 18017 members 
Entering Unmasked Estep 
Score: -3913993.250000 Penalty: 5204.208984
	Iteration 26Q: 3 clusters Score -3913993 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3914096.500000 Penalty: 5204.208984
	Iteration 27Q: 3 clusters Score -3914096 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3914188.250000 Penalty: 5204.208984
	Iteration 28Q: 3 clusters Score -3914188 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3914312.250000 Penalty: 5204.208984
	Iteration 29Q: 3 clusters Score -3914312 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 19474 members 
Entering Unmasked Estep 
Score: -3914436.750000 Penalty: 5204.208984
	Iteration 30Q: 3 clusters Score -3914437 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -3914606.750000 Penalty: 5204.208984
	Iteration 31Q: 3 clusters Score -3914607 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15674 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -3914772.750000 Penalty: 5204.208984
	Iteration 32Q: 3 clusters Score -3914773 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -3914992.000000 Penalty: 5204.208984
	Iteration 33Q: 3 clusters Score -3914992 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -3915142.750000 Penalty: 5204.208984
	Iteration 34Q: 3 clusters Score -3915143 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -3915307.500000 Penalty: 5204.208984
	Iteration 35Q: 3 clusters Score -3915308 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -3915465.750000 Penalty: 5204.208984
	Iteration 36Q: 3 clusters Score -3915466 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13553 members 
Mstep: Class 2 contains 22486 members 
Entering Unmasked Estep 
Score: -3915617.250000 Penalty: 5204.208984
	Iteration 37Q: 3 clusters Score -3915617 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -3915751.750000 Penalty: 5204.208984
	Iteration 38Q: 3 clusters Score -3915752 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -3915848.750000 Penalty: 5204.208984
	Iteration 39Q: 3 clusters Score -3915849 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -3915958.750000 Penalty: 5204.208984
	Iteration 40F: 3 clusters Score -3915959 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -3916031.750000 Penalty: 5204.208984
	Iteration 41Q: 3 clusters Score -3916032 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 24120 members 
Entering Unmasked Estep 
Score: -3916104.500000 Penalty: 5204.208984
	Iteration 42Q: 3 clusters Score -3916104 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -3916160.000000 Penalty: 5204.208984
	Iteration 43Q: 3 clusters Score -3916160 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -3916201.750000 Penalty: 5204.208984
	Iteration 44Q: 3 clusters Score -3916202 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 24694 members 
Entering Unmasked Estep 
Score: -3916222.500000 Penalty: 5204.208984
	Iteration 45Q: 3 clusters Score -3916222 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 24823 members 
Entering Unmasked Estep 
Score: -3916238.000000 Penalty: 5204.208984
	Iteration 46Q: 3 clusters Score -3916238 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -3916253.750000 Penalty: 5204.208984
	Iteration 47Q: 3 clusters Score -3916254 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3916259.750000 Penalty: 5204.208984
	Iteration 48Q: 3 clusters Score -3916260 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -3916265.750000 Penalty: 5204.208984
	Iteration 49Q: 3 clusters Score -3916266 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3916280.000000 Penalty: 5204.208984
	Iteration 50Q: 3 clusters Score -3916280 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -3916288.750000 Penalty: 5204.208984
	Iteration 51Q: 3 clusters Score -3916289 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -3916293.500000 Penalty: 5204.208984
	Iteration 52Q: 3 clusters Score -3916294 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -3916290.250000 Penalty: 5204.208984
	Iteration 53Q: 3 clusters Score -3916290 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10650 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -3916293.750000 Penalty: 5204.208984
	Iteration 54Q: 3 clusters Score -3916294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -3916294.750000 Penalty: 5204.208984
	Iteration 55Q: 3 clusters Score -3916295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -3916299.500000 Penalty: 5204.208984
	Iteration 56Q: 3 clusters Score -3916300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -3916298.250000 Penalty: 5204.208984
	Iteration 57Q: 3 clusters Score -3916298 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -3916301.000000 Penalty: 5204.208984
	Iteration 58Q: 3 clusters Score -3916301 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3916300.500000 Penalty: 5204.208984
	Iteration 59Q: 3 clusters Score -3916300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -3916299.500000 Penalty: 5204.208984
	Iteration 60F: 3 clusters Score -3916300 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10543 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -3916298.250000 Penalty: 5204.208984
	Iteration 61Q: 3 clusters Score -3916298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 25504 members 
Entering Unmasked Estep 
Score: -3916305.000000 Penalty: 5204.208984
	Iteration 62Q: 3 clusters Score -3916305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -3916312.000000 Penalty: 5204.208984
	Iteration 63Q: 3 clusters Score -3916312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -3916316.500000 Penalty: 5204.208984
	Iteration 64Q: 3 clusters Score -3916316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 25536 members 
Entering Unmasked Estep 
Score: -3916316.500000 Penalty: 5204.208984
	Iteration 65Q: 3 clusters Score -3916316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -3916314.500000 Penalty: 5204.208984
	Iteration 66Q: 3 clusters Score -3916314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -3916314.000000 Penalty: 5204.208984
	Iteration 67Q: 3 clusters Score -3916314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3916313.250000 Penalty: 5204.208984
	Iteration 68Q: 3 clusters Score -3916313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -3916311.000000 Penalty: 5204.208984
	Iteration 69Q: 3 clusters Score -3916311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -3916313.250000 Penalty: 5204.208984
	Iteration 70Q: 3 clusters Score -3916313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -3916317.500000 Penalty: 5204.208984
	Iteration 71Q: 3 clusters Score -3916318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3916322.000000 Penalty: 5204.208984
	Iteration 72Q: 3 clusters Score -3916322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -3916322.000000 Penalty: 5204.208984
	Iteration 73F: 3 clusters Score -3916322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191775 members 
Mstep: Class 6 contains 25557 members 
Mstep: Class 7 contains 41863 members 
Mstep: Class 8 contains 297034 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 153949 members 
Mstep: Class 11 contains 33294 members 
Mstep: Class 12 contains 29098 members 
Mstep: Class 13 contains 40202 members 
Mstep: Class 14 contains 30849 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 31144 members 
Mstep: Class 17 contains 227271 members 
Mstep: Class 18 contains 38702 members 
Mstep: Class 19 contains 9638 members 
Mstep: Class 21 contains 229494 members 
Entering Unmasked Estep 
Score: -161393152.000000 Penalty: 70259.523438
Splitting cluster 2 changes total score from -161383952.000000 to -161393152.000000
So it's getting split into cluster 6.
Entering ConstructFrom: 
Trying to split cluster 3 (12782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Entering Unmasked Estep 
Score: -1540719.375000 Penalty: 2345.036865
	Iteration 0F: 2 clusters Score -1540719 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 6474 members 
Entering Unmasked Estep 
Score: -1531282.125000 Penalty: 4690.073730
	Iteration 0F: 3 clusters Score -1531282 nChanged 5453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -1534222.375000 Penalty: 4690.073730
	Iteration 1F: 3 clusters Score -1534222 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -1534520.500000 Penalty: 4690.073730
	Iteration 2F: 3 clusters Score -1534520 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1534764.500000 Penalty: 4690.073730
	Iteration 3Q: 3 clusters Score -1534764 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1535014.500000 Penalty: 4690.073730
	Iteration 4Q: 3 clusters Score -1535014 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -1535296.375000 Penalty: 4690.073730
	Iteration 5Q: 3 clusters Score -1535296 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1535580.125000 Penalty: 4690.073730
	Iteration 6Q: 3 clusters Score -1535580 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -1535913.500000 Penalty: 4690.073730
	Iteration 7Q: 3 clusters Score -1535914 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -1536354.375000 Penalty: 4690.073730
	Iteration 8F: 3 clusters Score -1536354 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 9802 members 
Entering Unmasked Estep 
Score: -1536851.250000 Penalty: 4690.073730
	Iteration 9F: 3 clusters Score -1536851 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1537306.250000 Penalty: 4690.073730
	Iteration 10Q: 3 clusters Score -1537306 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1537697.125000 Penalty: 4690.073730
	Iteration 11Q: 3 clusters Score -1537697 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -1538019.750000 Penalty: 4690.073730
	Iteration 12Q: 3 clusters Score -1538020 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 11299 members 
Entering Unmasked Estep 
Score: -1538234.750000 Penalty: 4690.073730
	Iteration 13Q: 3 clusters Score -1538235 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -1538382.125000 Penalty: 4690.073730
	Iteration 14Q: 3 clusters Score -1538382 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -1538482.000000 Penalty: 4690.073730
	Iteration 15Q: 3 clusters Score -1538482 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -1538552.250000 Penalty: 4690.073730
	Iteration 16Q: 3 clusters Score -1538552 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 11723 members 
Entering Unmasked Estep 
Score: -1538600.000000 Penalty: 4690.073730
	Iteration 17Q: 3 clusters Score -1538600 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1538633.125000 Penalty: 4690.073730
	Iteration 18Q: 3 clusters Score -1538633 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 11800 members 
Entering Unmasked Estep 
Score: -1538650.625000 Penalty: 4690.073730
	Iteration 19Q: 3 clusters Score -1538651 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 11825 members 
Entering Unmasked Estep 
Score: -1538671.375000 Penalty: 4690.073730
	Iteration 20F: 3 clusters Score -1538671 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -1538678.875000 Penalty: 4690.073730
	Iteration 21Q: 3 clusters Score -1538679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 11863 members 
Entering Unmasked Estep 
Score: -1538689.875000 Penalty: 4690.073730
	Iteration 22Q: 3 clusters Score -1538690 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -1538697.125000 Penalty: 4690.073730
	Iteration 23Q: 3 clusters Score -1538697 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 11894 members 
Entering Unmasked Estep 
Score: -1538707.750000 Penalty: 4690.073730
	Iteration 24Q: 3 clusters Score -1538708 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 11908 members 
Entering Unmasked Estep 
Score: -1538716.625000 Penalty: 4690.073730
	Iteration 25Q: 3 clusters Score -1538717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 11920 members 
Entering Unmasked Estep 
Score: -1538722.250000 Penalty: 4690.073730
	Iteration 26Q: 3 clusters Score -1538722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -1538729.500000 Penalty: 4690.073730
	Iteration 27Q: 3 clusters Score -1538730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1538731.875000 Penalty: 4690.073730
	Iteration 28Q: 3 clusters Score -1538732 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1538731.625000 Penalty: 4690.073730
	Iteration 29Q: 3 clusters Score -1538732 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 11951 members 
Entering Unmasked Estep 
Score: -1538735.250000 Penalty: 4690.073730
	Iteration 30Q: 3 clusters Score -1538735 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -1538739.000000 Penalty: 4690.073730
	Iteration 31Q: 3 clusters Score -1538739 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -1538740.625000 Penalty: 4690.073730
	Iteration 32Q: 3 clusters Score -1538741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 11965 members 
Entering Unmasked Estep 
Score: -1538741.375000 Penalty: 4690.073730
	Iteration 33Q: 3 clusters Score -1538741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1538743.000000 Penalty: 4690.073730
	Iteration 34Q: 3 clusters Score -1538743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -1538741.500000 Penalty: 4690.073730
	Iteration 35Q: 3 clusters Score -1538742 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1538746.125000 Penalty: 4690.073730
	Iteration 36Q: 3 clusters Score -1538746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -1538746.125000 Penalty: 4690.073730
	Iteration 37F: 3 clusters Score -1538746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (191775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191775 members 
Entering Unmasked Estep 
Score: -22581052.000000 Penalty: 3016.691406
	Iteration 0F: 2 clusters Score -2.258105e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96157 members 
Mstep: Class 2 contains 95618 members 
Entering Unmasked Estep 
Score: -22454550.000000 Penalty: 6033.382812
	Iteration 0F: 3 clusters Score -2.245455e+07 nChanged 92018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101507 members 
Mstep: Class 2 contains 90268 members 
Entering Unmasked Estep 
Score: -22508956.000000 Penalty: 6033.382812
	Iteration 1F: 3 clusters Score -2.250896e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104754 members 
Mstep: Class 2 contains 87021 members 
Entering Unmasked Estep 
Score: -22511044.000000 Penalty: 6033.382812
	Iteration 2Q: 3 clusters Score -2.251104e+07 nChanged 7553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109491 members 
Mstep: Class 2 contains 82284 members 
Entering Unmasked Estep 
Score: -22514158.000000 Penalty: 6033.382812
	Iteration 3Q: 3 clusters Score -2.251416e+07 nChanged 8768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115981 members 
Mstep: Class 2 contains 75794 members 
Entering Unmasked Estep 
Score: -22518418.000000 Penalty: 6033.382812
	Iteration 4Q: 3 clusters Score -2.251842e+07 nChanged 10108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124527 members 
Mstep: Class 2 contains 67248 members 
Entering Unmasked Estep 
Score: -22524078.000000 Penalty: 6033.382812
	Iteration 5F: 3 clusters Score -2.252408e+07 nChanged 11859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135580 members 
Mstep: Class 2 contains 56195 members 
Entering Unmasked Estep 
Score: -22532080.000000 Penalty: 6033.382812
	Iteration 6F: 3 clusters Score -2.253208e+07 nChanged 13511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148767 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -22542626.000000 Penalty: 6033.382812
	Iteration 7F: 3 clusters Score -2.254263e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162450 members 
Mstep: Class 2 contains 29325 members 
Entering Unmasked Estep 
Score: -22554120.000000 Penalty: 6033.382812
	Iteration 8F: 3 clusters Score -2.255412e+07 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174248 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -22564314.000000 Penalty: 6033.382812
	Iteration 9F: 3 clusters Score -2.256431e+07 nChanged 7987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182229 members 
Mstep: Class 2 contains 9546 members 
Entering Unmasked Estep 
Score: -22570740.000000 Penalty: 6033.382812
	Iteration 10Q: 3 clusters Score -2.257074e+07 nChanged 4499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186726 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -22574502.000000 Penalty: 6033.382812
	Iteration 11Q: 3 clusters Score -2.25745e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188988 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -22576288.000000 Penalty: 6033.382812
	Iteration 12Q: 3 clusters Score -2.257629e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190109 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -22577318.000000 Penalty: 6033.382812
	Iteration 13Q: 3 clusters Score -2.257732e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190599 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -22577830.000000 Penalty: 6033.382812
	Iteration 14Q: 3 clusters Score -2.257783e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190823 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -22578100.000000 Penalty: 6033.382812
	Iteration 15Q: 3 clusters Score -2.25781e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190930 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -22578216.000000 Penalty: 6033.382812
	Iteration 16Q: 3 clusters Score -2.257822e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190985 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -22578288.000000 Penalty: 6033.382812
	Iteration 17Q: 3 clusters Score -2.257829e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191026 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -22578324.000000 Penalty: 6033.382812
	Iteration 18Q: 3 clusters Score -2.257832e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191047 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -22578332.000000 Penalty: 6033.382812
	Iteration 19Q: 3 clusters Score -2.257833e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191064 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -22578352.000000 Penalty: 6033.382812
	Iteration 20F: 3 clusters Score -2.257835e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191075 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -22578366.000000 Penalty: 6033.382812
	Iteration 21Q: 3 clusters Score -2.257837e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191087 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -22578398.000000 Penalty: 6033.382812
	Iteration 22Q: 3 clusters Score -2.25784e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191095 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -22578414.000000 Penalty: 6033.382812
	Iteration 23Q: 3 clusters Score -2.257841e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191102 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -22578398.000000 Penalty: 6033.382812
	Iteration 24Q: 3 clusters Score -2.25784e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191112 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -22578434.000000 Penalty: 6033.382812
	Iteration 25Q: 3 clusters Score -2.257843e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191115 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -22578458.000000 Penalty: 6033.382812
	Iteration 26Q: 3 clusters Score -2.257846e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191119 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -22578450.000000 Penalty: 6033.382812
	Iteration 27Q: 3 clusters Score -2.257845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191122 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -22578448.000000 Penalty: 6033.382812
	Iteration 28Q: 3 clusters Score -2.257845e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191125 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -22578460.000000 Penalty: 6033.382812
	Iteration 29Q: 3 clusters Score -2.257846e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191126 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22578466.000000 Penalty: 6033.382812
	Iteration 30Q: 3 clusters Score -2.257847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191126 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -22578460.000000 Penalty: 6033.382812
	Iteration 31Q: 3 clusters Score -2.257846e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191127 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -22578464.000000 Penalty: 6033.382812
	Iteration 32Q: 3 clusters Score -2.257846e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191129 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -22578470.000000 Penalty: 6033.382812
	Iteration 33Q: 3 clusters Score -2.257847e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191131 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22578462.000000 Penalty: 6033.382812
	Iteration 34Q: 3 clusters Score -2.257846e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191131 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -22578462.000000 Penalty: 6033.382812
	Iteration 35F: 3 clusters Score -2.257846e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (41863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Entering Unmasked Estep 
Score: -4710481.500000 Penalty: 2639.255127
	Iteration 0F: 2 clusters Score -4710482 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 20685 members 
Entering Unmasked Estep 
Score: -4682196.500000 Penalty: 5278.510254
	Iteration 0F: 3 clusters Score -4682196 nChanged 19098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -4693034.000000 Penalty: 5278.510254
	Iteration 1F: 3 clusters Score -4693034 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23362 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -4694162.500000 Penalty: 5278.510254
	Iteration 2F: 3 clusters Score -4694162 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -4695827.000000 Penalty: 5278.510254
	Iteration 3F: 3 clusters Score -4695827 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 16473 members 
Entering Unmasked Estep 
Score: -4697818.000000 Penalty: 5278.510254
	Iteration 4F: 3 clusters Score -4697818 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -4699922.500000 Penalty: 5278.510254
	Iteration 5F: 3 clusters Score -4699922 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -4701946.000000 Penalty: 5278.510254
	Iteration 6F: 3 clusters Score -4701946 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4703802.500000 Penalty: 5278.510254
	Iteration 7F: 3 clusters Score -4703802 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -4705483.500000 Penalty: 5278.510254
	Iteration 8F: 3 clusters Score -4705484 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26188 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -4706618.500000 Penalty: 5278.510254
	Iteration 9F: 3 clusters Score -4706618 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25790 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -4707405.000000 Penalty: 5278.510254
	Iteration 10Q: 3 clusters Score -4707405 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4707892.500000 Penalty: 5278.510254
	Iteration 11Q: 3 clusters Score -4707892 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -4708205.000000 Penalty: 5278.510254
	Iteration 12Q: 3 clusters Score -4708205 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24978 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -4708432.000000 Penalty: 5278.510254
	Iteration 13Q: 3 clusters Score -4708432 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -4708587.500000 Penalty: 5278.510254
	Iteration 14Q: 3 clusters Score -4708588 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -4708711.000000 Penalty: 5278.510254
	Iteration 15Q: 3 clusters Score -4708711 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24433 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -4708791.500000 Penalty: 5278.510254
	Iteration 16Q: 3 clusters Score -4708792 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -4708871.000000 Penalty: 5278.510254
	Iteration 17Q: 3 clusters Score -4708871 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -4708933.500000 Penalty: 5278.510254
	Iteration 18Q: 3 clusters Score -4708934 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -4708970.500000 Penalty: 5278.510254
	Iteration 19Q: 3 clusters Score -4708970 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -4708985.000000 Penalty: 5278.510254
	Iteration 20F: 3 clusters Score -4708985 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -4709064.500000 Penalty: 5278.510254
	Iteration 21Q: 3 clusters Score -4709064 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24116 members 
Mstep: Class 2 contains 17747 members 
Entering Unmasked Estep 
Score: -4709102.000000 Penalty: 5278.510254
	Iteration 22Q: 3 clusters Score -4709102 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4709114.500000 Penalty: 5278.510254
	Iteration 23Q: 3 clusters Score -4709114 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -4709142.000000 Penalty: 5278.510254
	Iteration 24Q: 3 clusters Score -4709142 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -4709170.000000 Penalty: 5278.510254
	Iteration 25Q: 3 clusters Score -4709170 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4709170.000000 Penalty: 5278.510254
	Iteration 26Q: 3 clusters Score -4709170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24118 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -4709182.500000 Penalty: 5278.510254
	Iteration 27Q: 3 clusters Score -4709182 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24124 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -4709168.000000 Penalty: 5278.510254
	Iteration 28Q: 3 clusters Score -4709168 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24113 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -4709162.000000 Penalty: 5278.510254
	Iteration 29Q: 3 clusters Score -4709162 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -4709175.000000 Penalty: 5278.510254
	Iteration 30Q: 3 clusters Score -4709175 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24094 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -4709174.000000 Penalty: 5278.510254
	Iteration 31Q: 3 clusters Score -4709174 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -4709164.000000 Penalty: 5278.510254
	Iteration 32Q: 3 clusters Score -4709164 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 17804 members 
Entering Unmasked Estep 
Score: -4709163.000000 Penalty: 5278.510254
	Iteration 33Q: 3 clusters Score -4709163 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24046 members 
Mstep: Class 2 contains 17817 members 
Entering Unmasked Estep 
Score: -4709165.000000 Penalty: 5278.510254
	Iteration 34Q: 3 clusters Score -4709165 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24035 members 
Mstep: Class 2 contains 17828 members 
Entering Unmasked Estep 
Score: -4709162.500000 Penalty: 5278.510254
	Iteration 35Q: 3 clusters Score -4709162 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -4709173.000000 Penalty: 5278.510254
	Iteration 36Q: 3 clusters Score -4709173 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 17849 members 
Entering Unmasked Estep 
Score: -4709173.500000 Penalty: 5278.510254
	Iteration 37Q: 3 clusters Score -4709174 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24000 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -4709166.500000 Penalty: 5278.510254
	Iteration 38Q: 3 clusters Score -4709166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23986 members 
Mstep: Class 2 contains 17877 members 
Entering Unmasked Estep 
Score: -4709167.500000 Penalty: 5278.510254
	Iteration 39Q: 3 clusters Score -4709168 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23963 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -4709171.000000 Penalty: 5278.510254
	Iteration 40F: 3 clusters Score -4709171 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23936 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -4709180.500000 Penalty: 5278.510254
	Iteration 41Q: 3 clusters Score -4709180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23922 members 
Mstep: Class 2 contains 17941 members 
Entering Unmasked Estep 
Score: -4709184.000000 Penalty: 5278.510254
	Iteration 42Q: 3 clusters Score -4709184 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23906 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -4709186.500000 Penalty: 5278.510254
	Iteration 43Q: 3 clusters Score -4709186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23891 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -4709180.500000 Penalty: 5278.510254
	Iteration 44Q: 3 clusters Score -4709180 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -4709178.500000 Penalty: 5278.510254
	Iteration 45Q: 3 clusters Score -4709178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23868 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -4709186.000000 Penalty: 5278.510254
	Iteration 46Q: 3 clusters Score -4709186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23858 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -4709191.000000 Penalty: 5278.510254
	Iteration 47Q: 3 clusters Score -4709191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -4709195.000000 Penalty: 5278.510254
	Iteration 48Q: 3 clusters Score -4709195 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -4709201.000000 Penalty: 5278.510254
	Iteration 49Q: 3 clusters Score -4709201 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 18050 members 
Entering Unmasked Estep 
Score: -4709196.000000 Penalty: 5278.510254
	Iteration 50Q: 3 clusters Score -4709196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23793 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -4709197.500000 Penalty: 5278.510254
	Iteration 51Q: 3 clusters Score -4709198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4709206.500000 Penalty: 5278.510254
	Iteration 52Q: 3 clusters Score -4709206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -4709203.500000 Penalty: 5278.510254
	Iteration 53Q: 3 clusters Score -4709204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -4709196.500000 Penalty: 5278.510254
	Iteration 54Q: 3 clusters Score -4709196 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23720 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -4709199.500000 Penalty: 5278.510254
	Iteration 55Q: 3 clusters Score -4709200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23706 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -4709204.500000 Penalty: 5278.510254
	Iteration 56Q: 3 clusters Score -4709204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -4709200.000000 Penalty: 5278.510254
	Iteration 57Q: 3 clusters Score -4709200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -4709201.500000 Penalty: 5278.510254
	Iteration 58Q: 3 clusters Score -4709202 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -4709207.500000 Penalty: 5278.510254
	Iteration 59Q: 3 clusters Score -4709208 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 18245 members 
Entering Unmasked Estep 
Score: -4709211.500000 Penalty: 5278.510254
	Iteration 60F: 3 clusters Score -4709212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -4709212.000000 Penalty: 5278.510254
	Iteration 61Q: 3 clusters Score -4709212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23580 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -4709211.000000 Penalty: 5278.510254
	Iteration 62Q: 3 clusters Score -4709211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -4709218.000000 Penalty: 5278.510254
	Iteration 63Q: 3 clusters Score -4709218 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23544 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -4709213.500000 Penalty: 5278.510254
	Iteration 64Q: 3 clusters Score -4709214 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -4709206.500000 Penalty: 5278.510254
	Iteration 65Q: 3 clusters Score -4709206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23516 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -4709204.500000 Penalty: 5278.510254
	Iteration 66Q: 3 clusters Score -4709204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23510 members 
Mstep: Class 2 contains 18353 members 
Entering Unmasked Estep 
Score: -4709202.000000 Penalty: 5278.510254
	Iteration 67Q: 3 clusters Score -4709202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -4709216.500000 Penalty: 5278.510254
	Iteration 68Q: 3 clusters Score -4709216 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23491 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -4709212.000000 Penalty: 5278.510254
	Iteration 69Q: 3 clusters Score -4709212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -4709211.000000 Penalty: 5278.510254
	Iteration 70Q: 3 clusters Score -4709211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 18385 members 
Entering Unmasked Estep 
Score: -4709212.000000 Penalty: 5278.510254
	Iteration 71Q: 3 clusters Score -4709212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -4709211.000000 Penalty: 5278.510254
	Iteration 72Q: 3 clusters Score -4709211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23475 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -4709213.500000 Penalty: 5278.510254
	Iteration 73Q: 3 clusters Score -4709214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -4709212.000000 Penalty: 5278.510254
	Iteration 74Q: 3 clusters Score -4709212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4709215.500000 Penalty: 5278.510254
	Iteration 75Q: 3 clusters Score -4709216 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23473 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4709215.500000 Penalty: 5278.510254
	Iteration 76F: 3 clusters Score -4709216 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (297034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297034 members 
Entering Unmasked Estep 
Score: -35050160.000000 Penalty: 3125.197266
	Iteration 0F: 2 clusters Score -3.505016e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148246 members 
Mstep: Class 2 contains 148788 members 
Entering Unmasked Estep 
Score: -34859356.000000 Penalty: 6250.394531
	Iteration 0F: 3 clusters Score -3.485936e+07 nChanged 144026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145426 members 
Mstep: Class 2 contains 151608 members 
Entering Unmasked Estep 
Score: -34944472.000000 Penalty: 6250.394531
	Iteration 1F: 3 clusters Score -3.494447e+07 nChanged 7798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143576 members 
Mstep: Class 2 contains 153458 members 
Entering Unmasked Estep 
Score: -34945936.000000 Penalty: 6250.394531
	Iteration 2Q: 3 clusters Score -3.494594e+07 nChanged 8671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140763 members 
Mstep: Class 2 contains 156271 members 
Entering Unmasked Estep 
Score: -34948224.000000 Penalty: 6250.394531
	Iteration 3Q: 3 clusters Score -3.494822e+07 nChanged 10448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136385 members 
Mstep: Class 2 contains 160649 members 
Entering Unmasked Estep 
Score: -34951736.000000 Penalty: 6250.394531
	Iteration 4Q: 3 clusters Score -3.495174e+07 nChanged 12672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130023 members 
Mstep: Class 2 contains 167011 members 
Entering Unmasked Estep 
Score: -34957604.000000 Penalty: 6250.394531
	Iteration 5Q: 3 clusters Score -3.49576e+07 nChanged 15610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121403 members 
Mstep: Class 2 contains 175631 members 
Entering Unmasked Estep 
Score: -34966840.000000 Penalty: 6250.394531
	Iteration 6F: 3 clusters Score -3.496684e+07 nChanged 18066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111261 members 
Mstep: Class 2 contains 185773 members 
Entering Unmasked Estep 
Score: -34979504.000000 Penalty: 6250.394531
	Iteration 7F: 3 clusters Score -3.49795e+07 nChanged 19250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102111 members 
Mstep: Class 2 contains 194923 members 
Entering Unmasked Estep 
Score: -34993276.000000 Penalty: 6250.394531
	Iteration 8F: 3 clusters Score -3.499328e+07 nChanged 18171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96104 members 
Mstep: Class 2 contains 200930 members 
Entering Unmasked Estep 
Score: -35004812.000000 Penalty: 6250.394531
	Iteration 9F: 3 clusters Score -3.500481e+07 nChanged 14861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93519 members 
Mstep: Class 2 contains 203515 members 
Entering Unmasked Estep 
Score: -35011408.000000 Penalty: 6250.394531
	Iteration 10F: 3 clusters Score -3.501141e+07 nChanged 10353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93146 members 
Mstep: Class 2 contains 203888 members 
Entering Unmasked Estep 
Score: -35014312.000000 Penalty: 6250.394531
	Iteration 11Q: 3 clusters Score -3.501431e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93490 members 
Mstep: Class 2 contains 203544 members 
Entering Unmasked Estep 
Score: -35015416.000000 Penalty: 6250.394531
	Iteration 12Q: 3 clusters Score -3.501542e+07 nChanged 4438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94198 members 
Mstep: Class 2 contains 202836 members 
Entering Unmasked Estep 
Score: -35015832.000000 Penalty: 6250.394531
	Iteration 13Q: 3 clusters Score -3.501583e+07 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95046 members 
Mstep: Class 2 contains 201988 members 
Entering Unmasked Estep 
Score: -35016168.000000 Penalty: 6250.394531
	Iteration 14Q: 3 clusters Score -3.501617e+07 nChanged 3455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96009 members 
Mstep: Class 2 contains 201025 members 
Entering Unmasked Estep 
Score: -35016676.000000 Penalty: 6250.394531
	Iteration 15Q: 3 clusters Score -3.501668e+07 nChanged 3382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97175 members 
Mstep: Class 2 contains 199859 members 
Entering Unmasked Estep 
Score: -35017472.000000 Penalty: 6250.394531
	Iteration 16Q: 3 clusters Score -3.501747e+07 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98541 members 
Mstep: Class 2 contains 198493 members 
Entering Unmasked Estep 
Score: -35018216.000000 Penalty: 6250.394531
	Iteration 17Q: 3 clusters Score -3.501822e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100099 members 
Mstep: Class 2 contains 196935 members 
Entering Unmasked Estep 
Score: -35019104.000000 Penalty: 6250.394531
	Iteration 18Q: 3 clusters Score -3.50191e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101747 members 
Mstep: Class 2 contains 195287 members 
Entering Unmasked Estep 
Score: -35019644.000000 Penalty: 6250.394531
	Iteration 19Q: 3 clusters Score -3.501964e+07 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103471 members 
Mstep: Class 2 contains 193563 members 
Entering Unmasked Estep 
Score: -35020176.000000 Penalty: 6250.394531
	Iteration 20F: 3 clusters Score -3.502018e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105215 members 
Mstep: Class 2 contains 191819 members 
Entering Unmasked Estep 
Score: -35020880.000000 Penalty: 6250.394531
	Iteration 21Q: 3 clusters Score -3.502088e+07 nChanged 3709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107162 members 
Mstep: Class 2 contains 189872 members 
Entering Unmasked Estep 
Score: -35021404.000000 Penalty: 6250.394531
	Iteration 22Q: 3 clusters Score -3.50214e+07 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109128 members 
Mstep: Class 2 contains 187906 members 
Entering Unmasked Estep 
Score: -35022232.000000 Penalty: 6250.394531
	Iteration 23Q: 3 clusters Score -3.502223e+07 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111106 members 
Mstep: Class 2 contains 185928 members 
Entering Unmasked Estep 
Score: -35022736.000000 Penalty: 6250.394531
	Iteration 24Q: 3 clusters Score -3.502274e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113186 members 
Mstep: Class 2 contains 183848 members 
Entering Unmasked Estep 
Score: -35023624.000000 Penalty: 6250.394531
	Iteration 25Q: 3 clusters Score -3.502362e+07 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115231 members 
Mstep: Class 2 contains 181803 members 
Entering Unmasked Estep 
Score: -35024512.000000 Penalty: 6250.394531
	Iteration 26Q: 3 clusters Score -3.502451e+07 nChanged 3247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117100 members 
Mstep: Class 2 contains 179934 members 
Entering Unmasked Estep 
Score: -35025000.000000 Penalty: 6250.394531
	Iteration 27Q: 3 clusters Score -3.5025e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118849 members 
Mstep: Class 2 contains 178185 members 
Entering Unmasked Estep 
Score: -35025600.000000 Penalty: 6250.394531
	Iteration 28Q: 3 clusters Score -3.50256e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120501 members 
Mstep: Class 2 contains 176533 members 
Entering Unmasked Estep 
Score: -35026004.000000 Penalty: 6250.394531
	Iteration 29Q: 3 clusters Score -3.5026e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121935 members 
Mstep: Class 2 contains 175099 members 
Entering Unmasked Estep 
Score: -35026488.000000 Penalty: 6250.394531
	Iteration 30Q: 3 clusters Score -3.502649e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123249 members 
Mstep: Class 2 contains 173785 members 
Entering Unmasked Estep 
Score: -35026812.000000 Penalty: 6250.394531
	Iteration 31Q: 3 clusters Score -3.502681e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124451 members 
Mstep: Class 2 contains 172583 members 
Entering Unmasked Estep 
Score: -35026956.000000 Penalty: 6250.394531
	Iteration 32Q: 3 clusters Score -3.502696e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125569 members 
Mstep: Class 2 contains 171465 members 
Entering Unmasked Estep 
Score: -35027052.000000 Penalty: 6250.394531
	Iteration 33Q: 3 clusters Score -3.502705e+07 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126647 members 
Mstep: Class 2 contains 170387 members 
Entering Unmasked Estep 
Score: -35027188.000000 Penalty: 6250.394531
	Iteration 34Q: 3 clusters Score -3.502719e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127746 members 
Mstep: Class 2 contains 169288 members 
Entering Unmasked Estep 
Score: -35027296.000000 Penalty: 6250.394531
	Iteration 35Q: 3 clusters Score -3.50273e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128797 members 
Mstep: Class 2 contains 168237 members 
Entering Unmasked Estep 
Score: -35027364.000000 Penalty: 6250.394531
	Iteration 36Q: 3 clusters Score -3.502736e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129726 members 
Mstep: Class 2 contains 167308 members 
Entering Unmasked Estep 
Score: -35027592.000000 Penalty: 6250.394531
	Iteration 37Q: 3 clusters Score -3.502759e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130491 members 
Mstep: Class 2 contains 166543 members 
Entering Unmasked Estep 
Score: -35027756.000000 Penalty: 6250.394531
	Iteration 38Q: 3 clusters Score -3.502776e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131161 members 
Mstep: Class 2 contains 165873 members 
Entering Unmasked Estep 
Score: -35027872.000000 Penalty: 6250.394531
	Iteration 39Q: 3 clusters Score -3.502787e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131766 members 
Mstep: Class 2 contains 165268 members 
Entering Unmasked Estep 
Score: -35028028.000000 Penalty: 6250.394531
	Iteration 40F: 3 clusters Score -3.502803e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132436 members 
Mstep: Class 2 contains 164598 members 
Entering Unmasked Estep 
Score: -35028048.000000 Penalty: 6250.394531
	Iteration 41Q: 3 clusters Score -3.502805e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133080 members 
Mstep: Class 2 contains 163954 members 
Entering Unmasked Estep 
Score: -35028184.000000 Penalty: 6250.394531
	Iteration 42Q: 3 clusters Score -3.502818e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133736 members 
Mstep: Class 2 contains 163298 members 
Entering Unmasked Estep 
Score: -35028280.000000 Penalty: 6250.394531
	Iteration 43Q: 3 clusters Score -3.502828e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134374 members 
Mstep: Class 2 contains 162660 members 
Entering Unmasked Estep 
Score: -35028296.000000 Penalty: 6250.394531
	Iteration 44Q: 3 clusters Score -3.50283e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135010 members 
Mstep: Class 2 contains 162024 members 
Entering Unmasked Estep 
Score: -35028376.000000 Penalty: 6250.394531
	Iteration 45Q: 3 clusters Score -3.502838e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135599 members 
Mstep: Class 2 contains 161435 members 
Entering Unmasked Estep 
Score: -35028480.000000 Penalty: 6250.394531
	Iteration 46Q: 3 clusters Score -3.502848e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136160 members 
Mstep: Class 2 contains 160874 members 
Entering Unmasked Estep 
Score: -35028500.000000 Penalty: 6250.394531
	Iteration 47Q: 3 clusters Score -3.50285e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136681 members 
Mstep: Class 2 contains 160353 members 
Entering Unmasked Estep 
Score: -35028580.000000 Penalty: 6250.394531
	Iteration 48Q: 3 clusters Score -3.502858e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137154 members 
Mstep: Class 2 contains 159880 members 
Entering Unmasked Estep 
Score: -35028612.000000 Penalty: 6250.394531
	Iteration 49Q: 3 clusters Score -3.502861e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137604 members 
Mstep: Class 2 contains 159430 members 
Entering Unmasked Estep 
Score: -35028616.000000 Penalty: 6250.394531
	Iteration 50Q: 3 clusters Score -3.502862e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138049 members 
Mstep: Class 2 contains 158985 members 
Entering Unmasked Estep 
Score: -35028720.000000 Penalty: 6250.394531
	Iteration 51Q: 3 clusters Score -3.502872e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138520 members 
Mstep: Class 2 contains 158514 members 
Entering Unmasked Estep 
Score: -35028768.000000 Penalty: 6250.394531
	Iteration 52Q: 3 clusters Score -3.502877e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139041 members 
Mstep: Class 2 contains 157993 members 
Entering Unmasked Estep 
Score: -35028736.000000 Penalty: 6250.394531
	Iteration 53Q: 3 clusters Score -3.502874e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139547 members 
Mstep: Class 2 contains 157487 members 
Entering Unmasked Estep 
Score: -35028840.000000 Penalty: 6250.394531
	Iteration 54Q: 3 clusters Score -3.502884e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140021 members 
Mstep: Class 2 contains 157013 members 
Entering Unmasked Estep 
Score: -35028824.000000 Penalty: 6250.394531
	Iteration 55Q: 3 clusters Score -3.502882e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140434 members 
Mstep: Class 2 contains 156600 members 
Entering Unmasked Estep 
Score: -35028812.000000 Penalty: 6250.394531
	Iteration 56Q: 3 clusters Score -3.502881e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140855 members 
Mstep: Class 2 contains 156179 members 
Entering Unmasked Estep 
Score: -35028756.000000 Penalty: 6250.394531
	Iteration 57Q: 3 clusters Score -3.502876e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141260 members 
Mstep: Class 2 contains 155774 members 
Entering Unmasked Estep 
Score: -35028792.000000 Penalty: 6250.394531
	Iteration 58Q: 3 clusters Score -3.502879e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141641 members 
Mstep: Class 2 contains 155393 members 
Entering Unmasked Estep 
Score: -35028828.000000 Penalty: 6250.394531
	Iteration 59Q: 3 clusters Score -3.502883e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141982 members 
Mstep: Class 2 contains 155052 members 
Entering Unmasked Estep 
Score: -35028780.000000 Penalty: 6250.394531
	Iteration 60F: 3 clusters Score -3.502878e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142352 members 
Mstep: Class 2 contains 154682 members 
Entering Unmasked Estep 
Score: -35028780.000000 Penalty: 6250.394531
	Iteration 61Q: 3 clusters Score -3.502878e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142695 members 
Mstep: Class 2 contains 154339 members 
Entering Unmasked Estep 
Score: -35028868.000000 Penalty: 6250.394531
	Iteration 62Q: 3 clusters Score -3.502887e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142957 members 
Mstep: Class 2 contains 154077 members 
Entering Unmasked Estep 
Score: -35028880.000000 Penalty: 6250.394531
	Iteration 63Q: 3 clusters Score -3.502888e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143192 members 
Mstep: Class 2 contains 153842 members 
Entering Unmasked Estep 
Score: -35028876.000000 Penalty: 6250.394531
	Iteration 64Q: 3 clusters Score -3.502888e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143426 members 
Mstep: Class 2 contains 153608 members 
Entering Unmasked Estep 
Score: -35028904.000000 Penalty: 6250.394531
	Iteration 65Q: 3 clusters Score -3.50289e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143654 members 
Mstep: Class 2 contains 153380 members 
Entering Unmasked Estep 
Score: -35028940.000000 Penalty: 6250.394531
	Iteration 66Q: 3 clusters Score -3.502894e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143893 members 
Mstep: Class 2 contains 153141 members 
Entering Unmasked Estep 
Score: -35028916.000000 Penalty: 6250.394531
	Iteration 67Q: 3 clusters Score -3.502892e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144151 members 
Mstep: Class 2 contains 152883 members 
Entering Unmasked Estep 
Score: -35028916.000000 Penalty: 6250.394531
	Iteration 68Q: 3 clusters Score -3.502892e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144438 members 
Mstep: Class 2 contains 152596 members 
Entering Unmasked Estep 
Score: -35028964.000000 Penalty: 6250.394531
	Iteration 69Q: 3 clusters Score -3.502896e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144691 members 
Mstep: Class 2 contains 152343 members 
Entering Unmasked Estep 
Score: -35028944.000000 Penalty: 6250.394531
	Iteration 70Q: 3 clusters Score -3.502894e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144923 members 
Mstep: Class 2 contains 152111 members 
Entering Unmasked Estep 
Score: -35028988.000000 Penalty: 6250.394531
	Iteration 71Q: 3 clusters Score -3.502899e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145151 members 
Mstep: Class 2 contains 151883 members 
Entering Unmasked Estep 
Score: -35029000.000000 Penalty: 6250.394531
	Iteration 72Q: 3 clusters Score -3.5029e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145388 members 
Mstep: Class 2 contains 151646 members 
Entering Unmasked Estep 
Score: -35028944.000000 Penalty: 6250.394531
	Iteration 73Q: 3 clusters Score -3.502894e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145630 members 
Mstep: Class 2 contains 151404 members 
Entering Unmasked Estep 
Score: -35029008.000000 Penalty: 6250.394531
	Iteration 74Q: 3 clusters Score -3.502901e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 151130 members 
Entering Unmasked Estep 
Score: -35029016.000000 Penalty: 6250.394531
	Iteration 75Q: 3 clusters Score -3.502902e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146203 members 
Mstep: Class 2 contains 150831 members 
Entering Unmasked Estep 
Score: -35029032.000000 Penalty: 6250.394531
	Iteration 76Q: 3 clusters Score -3.502903e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146513 members 
Mstep: Class 2 contains 150521 members 
Entering Unmasked Estep 
Score: -35029088.000000 Penalty: 6250.394531
	Iteration 77Q: 3 clusters Score -3.502909e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146766 members 
Mstep: Class 2 contains 150268 members 
Entering Unmasked Estep 
Score: -35029036.000000 Penalty: 6250.394531
	Iteration 78Q: 3 clusters Score -3.502904e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147079 members 
Mstep: Class 2 contains 149955 members 
Entering Unmasked Estep 
Score: -35029100.000000 Penalty: 6250.394531
	Iteration 79Q: 3 clusters Score -3.50291e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147363 members 
Mstep: Class 2 contains 149671 members 
Entering Unmasked Estep 
Score: -35029240.000000 Penalty: 6250.394531
	Iteration 80F: 3 clusters Score -3.502924e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147593 members 
Mstep: Class 2 contains 149441 members 
Entering Unmasked Estep 
Score: -35029228.000000 Penalty: 6250.394531
	Iteration 81Q: 3 clusters Score -3.502923e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147910 members 
Mstep: Class 2 contains 149124 members 
Entering Unmasked Estep 
Score: -35029276.000000 Penalty: 6250.394531
	Iteration 82Q: 3 clusters Score -3.502928e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148209 members 
Mstep: Class 2 contains 148825 members 
Entering Unmasked Estep 
Score: -35029340.000000 Penalty: 6250.394531
	Iteration 83Q: 3 clusters Score -3.502934e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148492 members 
Mstep: Class 2 contains 148542 members 
Entering Unmasked Estep 
Score: -35029356.000000 Penalty: 6250.394531
	Iteration 84Q: 3 clusters Score -3.502936e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148737 members 
Mstep: Class 2 contains 148297 members 
Entering Unmasked Estep 
Score: -35029324.000000 Penalty: 6250.394531
	Iteration 85Q: 3 clusters Score -3.502932e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148992 members 
Mstep: Class 2 contains 148042 members 
Entering Unmasked Estep 
Score: -35029404.000000 Penalty: 6250.394531
	Iteration 86Q: 3 clusters Score -3.50294e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149296 members 
Mstep: Class 2 contains 147738 members 
Entering Unmasked Estep 
Score: -35029500.000000 Penalty: 6250.394531
	Iteration 87Q: 3 clusters Score -3.50295e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149627 members 
Mstep: Class 2 contains 147407 members 
Entering Unmasked Estep 
Score: -35029544.000000 Penalty: 6250.394531
	Iteration 88Q: 3 clusters Score -3.502954e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149964 members 
Mstep: Class 2 contains 147070 members 
Entering Unmasked Estep 
Score: -35029504.000000 Penalty: 6250.394531
	Iteration 89Q: 3 clusters Score -3.50295e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150325 members 
Mstep: Class 2 contains 146709 members 
Entering Unmasked Estep 
Score: -35029436.000000 Penalty: 6250.394531
	Iteration 90Q: 3 clusters Score -3.502944e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150675 members 
Mstep: Class 2 contains 146359 members 
Entering Unmasked Estep 
Score: -35029408.000000 Penalty: 6250.394531
	Iteration 91Q: 3 clusters Score -3.502941e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151008 members 
Mstep: Class 2 contains 146026 members 
Entering Unmasked Estep 
Score: -35029452.000000 Penalty: 6250.394531
	Iteration 92Q: 3 clusters Score -3.502945e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151286 members 
Mstep: Class 2 contains 145748 members 
Entering Unmasked Estep 
Score: -35029440.000000 Penalty: 6250.394531
	Iteration 93Q: 3 clusters Score -3.502944e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151610 members 
Mstep: Class 2 contains 145424 members 
Entering Unmasked Estep 
Score: -35029476.000000 Penalty: 6250.394531
	Iteration 94Q: 3 clusters Score -3.502948e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151957 members 
Mstep: Class 2 contains 145077 members 
Entering Unmasked Estep 
Score: -35029608.000000 Penalty: 6250.394531
	Iteration 95Q: 3 clusters Score -3.502961e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152352 members 
Mstep: Class 2 contains 144682 members 
Entering Unmasked Estep 
Score: -35029620.000000 Penalty: 6250.394531
	Iteration 96Q: 3 clusters Score -3.502962e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152768 members 
Mstep: Class 2 contains 144266 members 
Entering Unmasked Estep 
Score: -35029724.000000 Penalty: 6250.394531
	Iteration 97Q: 3 clusters Score -3.502972e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153244 members 
Mstep: Class 2 contains 143790 members 
Entering Unmasked Estep 
Score: -35029724.000000 Penalty: 6250.394531
	Iteration 98Q: 3 clusters Score -3.502972e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153749 members 
Mstep: Class 2 contains 143285 members 
Entering Unmasked Estep 
Score: -35029760.000000 Penalty: 6250.394531
	Iteration 99Q: 3 clusters Score -3.502976e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154276 members 
Mstep: Class 2 contains 142758 members 
Entering Unmasked Estep 
Score: -35029748.000000 Penalty: 6250.394531
	Iteration 100F: 3 clusters Score -3.502975e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154864 members 
Mstep: Class 2 contains 142170 members 
Entering Unmasked Estep 
Score: -35029708.000000 Penalty: 6250.394531
	Iteration 101Q: 3 clusters Score -3.502971e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155582 members 
Mstep: Class 2 contains 141452 members 
Entering Unmasked Estep 
Score: -35029668.000000 Penalty: 6250.394531
	Iteration 102Q: 3 clusters Score -3.502967e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156396 members 
Mstep: Class 2 contains 140638 members 
Entering Unmasked Estep 
Score: -35029608.000000 Penalty: 6250.394531
	Iteration 103Q: 3 clusters Score -3.502961e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157427 members 
Mstep: Class 2 contains 139607 members 
Entering Unmasked Estep 
Score: -35029564.000000 Penalty: 6250.394531
	Iteration 104Q: 3 clusters Score -3.502956e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158650 members 
Mstep: Class 2 contains 138384 members 
Entering Unmasked Estep 
Score: -35029524.000000 Penalty: 6250.394531
	Iteration 105Q: 3 clusters Score -3.502952e+07 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159982 members 
Mstep: Class 2 contains 137052 members 
Entering Unmasked Estep 
Score: -35029624.000000 Penalty: 6250.394531
	Iteration 106Q: 3 clusters Score -3.502962e+07 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161560 members 
Mstep: Class 2 contains 135474 members 
Entering Unmasked Estep 
Score: -35029716.000000 Penalty: 6250.394531
	Iteration 107Q: 3 clusters Score -3.502972e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163273 members 
Mstep: Class 2 contains 133761 members 
Entering Unmasked Estep 
Score: -35029880.000000 Penalty: 6250.394531
	Iteration 108Q: 3 clusters Score -3.502988e+07 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165034 members 
Mstep: Class 2 contains 132000 members 
Entering Unmasked Estep 
Score: -35029908.000000 Penalty: 6250.394531
	Iteration 109Q: 3 clusters Score -3.502991e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166975 members 
Mstep: Class 2 contains 130059 members 
Entering Unmasked Estep 
Score: -35030032.000000 Penalty: 6250.394531
	Iteration 110Q: 3 clusters Score -3.503003e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168974 members 
Mstep: Class 2 contains 128060 members 
Entering Unmasked Estep 
Score: -35030116.000000 Penalty: 6250.394531
	Iteration 111Q: 3 clusters Score -3.503012e+07 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171235 members 
Mstep: Class 2 contains 125799 members 
Entering Unmasked Estep 
Score: -35030204.000000 Penalty: 6250.394531
	Iteration 112Q: 3 clusters Score -3.50302e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173923 members 
Mstep: Class 2 contains 123111 members 
Entering Unmasked Estep 
Score: -35030224.000000 Penalty: 6250.394531
	Iteration 113Q: 3 clusters Score -3.503022e+07 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176813 members 
Mstep: Class 2 contains 120221 members 
Entering Unmasked Estep 
Score: -35030364.000000 Penalty: 6250.394531
	Iteration 114Q: 3 clusters Score -3.503036e+07 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180036 members 
Mstep: Class 2 contains 116998 members 
Entering Unmasked Estep 
Score: -35030584.000000 Penalty: 6250.394531
	Iteration 115Q: 3 clusters Score -3.503058e+07 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183647 members 
Mstep: Class 2 contains 113387 members 
Entering Unmasked Estep 
Score: -35030928.000000 Penalty: 6250.394531
	Iteration 116Q: 3 clusters Score -3.503093e+07 nChanged 3986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187633 members 
Mstep: Class 2 contains 109401 members 
Entering Unmasked Estep 
Score: -35031200.000000 Penalty: 6250.394531
	Iteration 117Q: 3 clusters Score -3.50312e+07 nChanged 4452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192085 members 
Mstep: Class 2 contains 104949 members 
Entering Unmasked Estep 
Score: -35031736.000000 Penalty: 6250.394531
	Iteration 118Q: 3 clusters Score -3.503174e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196897 members 
Mstep: Class 2 contains 100137 members 
Entering Unmasked Estep 
Score: -35032192.000000 Penalty: 6250.394531
	Iteration 119Q: 3 clusters Score -3.503219e+07 nChanged 5086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201983 members 
Mstep: Class 2 contains 95051 members 
Entering Unmasked Estep 
Score: -35032848.000000 Penalty: 6250.394531
	Iteration 120F: 3 clusters Score -3.503285e+07 nChanged 5297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207280 members 
Mstep: Class 2 contains 89754 members 
Entering Unmasked Estep 
Score: -35033388.000000 Penalty: 6250.394531
	Iteration 121Q: 3 clusters Score -3.503339e+07 nChanged 5588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212868 members 
Mstep: Class 2 contains 84166 members 
Entering Unmasked Estep 
Score: -35034016.000000 Penalty: 6250.394531
	Iteration 122Q: 3 clusters Score -3.503402e+07 nChanged 5994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218862 members 
Mstep: Class 2 contains 78172 members 
Entering Unmasked Estep 
Score: -35034696.000000 Penalty: 6250.394531
	Iteration 123Q: 3 clusters Score -3.50347e+07 nChanged 6249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225111 members 
Mstep: Class 2 contains 71923 members 
Entering Unmasked Estep 
Score: -35035816.000000 Penalty: 6250.394531
	Iteration 124Q: 3 clusters Score -3.503582e+07 nChanged 6506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231617 members 
Mstep: Class 2 contains 65417 members 
Entering Unmasked Estep 
Score: -35036780.000000 Penalty: 6250.394531
	Iteration 125Q: 3 clusters Score -3.503678e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238119 members 
Mstep: Class 2 contains 58915 members 
Entering Unmasked Estep 
Score: -35038068.000000 Penalty: 6250.394531
	Iteration 126Q: 3 clusters Score -3.503807e+07 nChanged 6545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244664 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -35039468.000000 Penalty: 6250.394531
	Iteration 127Q: 3 clusters Score -3.503947e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251083 members 
Mstep: Class 2 contains 45951 members 
Entering Unmasked Estep 
Score: -35041176.000000 Penalty: 6250.394531
	Iteration 128Q: 3 clusters Score -3.504118e+07 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257191 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -35042444.000000 Penalty: 6250.394531
	Iteration 129Q: 3 clusters Score -3.504244e+07 nChanged 5718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262909 members 
Mstep: Class 2 contains 34125 members 
Entering Unmasked Estep 
Score: -35043804.000000 Penalty: 6250.394531
	Iteration 130Q: 3 clusters Score -3.50438e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268240 members 
Mstep: Class 2 contains 28794 members 
Entering Unmasked Estep 
Score: -35045072.000000 Penalty: 6250.394531
	Iteration 131Q: 3 clusters Score -3.504507e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272933 members 
Mstep: Class 2 contains 24101 members 
Entering Unmasked Estep 
Score: -35046000.000000 Penalty: 6250.394531
	Iteration 132Q: 3 clusters Score -3.5046e+07 nChanged 4022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276955 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -35046932.000000 Penalty: 6250.394531
	Iteration 133Q: 3 clusters Score -3.504693e+07 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280226 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -35047528.000000 Penalty: 6250.394531
	Iteration 134Q: 3 clusters Score -3.504753e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282838 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -35048040.000000 Penalty: 6250.394531
	Iteration 135Q: 3 clusters Score -3.504804e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284651 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -35048464.000000 Penalty: 6250.394531
	Iteration 136Q: 3 clusters Score -3.504846e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285817 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -35048872.000000 Penalty: 6250.394531
	Iteration 137Q: 3 clusters Score -3.504887e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286524 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -35048988.000000 Penalty: 6250.394531
	Iteration 138Q: 3 clusters Score -3.504899e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286979 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -35049104.000000 Penalty: 6250.394531
	Iteration 139Q: 3 clusters Score -3.50491e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287216 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -35049824.000000 Penalty: 6250.394531
	Iteration 140F: 3 clusters Score -3.504982e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289312 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -35050128.000000 Penalty: 6250.394531
	Iteration 141Q: 3 clusters Score -3.505013e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290874 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -35050076.000000 Penalty: 6250.394531
	Iteration 142Q: 3 clusters Score -3.505008e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292037 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -35049852.000000 Penalty: 6250.394531
	Iteration 143Q: 3 clusters Score -3.504985e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292973 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -35049700.000000 Penalty: 6250.394531
	Iteration 144Q: 3 clusters Score -3.50497e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293690 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -35049588.000000 Penalty: 6250.394531
	Iteration 145Q: 3 clusters Score -3.504959e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294229 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -35049364.000000 Penalty: 6250.394531
	Iteration 146Q: 3 clusters Score -3.504936e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294629 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -35049160.000000 Penalty: 6250.394531
	Iteration 147Q: 3 clusters Score -3.504916e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294944 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -35049084.000000 Penalty: 6250.394531
	Iteration 148Q: 3 clusters Score -3.504908e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295175 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -35048996.000000 Penalty: 6250.394531
	Iteration 149Q: 3 clusters Score -3.5049e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295345 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -35048888.000000 Penalty: 6250.394531
	Iteration 150Q: 3 clusters Score -3.504889e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295473 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -35048844.000000 Penalty: 6250.394531
	Iteration 151Q: 3 clusters Score -3.504884e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295559 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -35048792.000000 Penalty: 6250.394531
	Iteration 152Q: 3 clusters Score -3.504879e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295636 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -35048768.000000 Penalty: 6250.394531
	Iteration 153Q: 3 clusters Score -3.504877e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295697 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -35048716.000000 Penalty: 6250.394531
	Iteration 154Q: 3 clusters Score -3.504872e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295744 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -35048732.000000 Penalty: 6250.394531
	Iteration 155Q: 3 clusters Score -3.504873e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295780 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -35048692.000000 Penalty: 6250.394531
	Iteration 156Q: 3 clusters Score -3.504869e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295811 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -35048660.000000 Penalty: 6250.394531
	Iteration 157Q: 3 clusters Score -3.504866e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295838 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -35048636.000000 Penalty: 6250.394531
	Iteration 158Q: 3 clusters Score -3.504864e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295857 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -35048628.000000 Penalty: 6250.394531
	Iteration 159Q: 3 clusters Score -3.504863e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295874 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -35048636.000000 Penalty: 6250.394531
	Iteration 160F: 3 clusters Score -3.504864e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295888 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -35048620.000000 Penalty: 6250.394531
	Iteration 161Q: 3 clusters Score -3.504862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295902 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -35048584.000000 Penalty: 6250.394531
	Iteration 162Q: 3 clusters Score -3.504858e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295911 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -35048580.000000 Penalty: 6250.394531
	Iteration 163Q: 3 clusters Score -3.504858e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295916 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -35048564.000000 Penalty: 6250.394531
	Iteration 164Q: 3 clusters Score -3.504856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295928 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -35048576.000000 Penalty: 6250.394531
	Iteration 165Q: 3 clusters Score -3.504858e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295938 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -35048560.000000 Penalty: 6250.394531
	Iteration 166Q: 3 clusters Score -3.504856e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295941 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -35048584.000000 Penalty: 6250.394531
	Iteration 167Q: 3 clusters Score -3.504858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295945 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -35048584.000000 Penalty: 6250.394531
	Iteration 168Q: 3 clusters Score -3.504858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295951 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -35048584.000000 Penalty: 6250.394531
	Iteration 169Q: 3 clusters Score -3.504858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295957 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -35048604.000000 Penalty: 6250.394531
	Iteration 170Q: 3 clusters Score -3.50486e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295962 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -35048596.000000 Penalty: 6250.394531
	Iteration 171Q: 3 clusters Score -3.50486e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295968 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -35048580.000000 Penalty: 6250.394531
	Iteration 172Q: 3 clusters Score -3.504858e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295972 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -35048556.000000 Penalty: 6250.394531
	Iteration 173Q: 3 clusters Score -3.504856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295973 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -35048556.000000 Penalty: 6250.394531
	Iteration 174Q: 3 clusters Score -3.504856e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295974 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -35048572.000000 Penalty: 6250.394531
	Iteration 175Q: 3 clusters Score -3.504857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295975 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -35048572.000000 Penalty: 6250.394531
	Iteration 176Q: 3 clusters Score -3.504857e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295977 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -35048564.000000 Penalty: 6250.394531
	Iteration 177Q: 3 clusters Score -3.504856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295979 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -35048568.000000 Penalty: 6250.394531
	Iteration 178Q: 3 clusters Score -3.504857e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295980 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -35048560.000000 Penalty: 6250.394531
	Iteration 179Q: 3 clusters Score -3.504856e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295982 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -35048552.000000 Penalty: 6250.394531
	Iteration 180F: 3 clusters Score -3.504855e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Entering Unmasked Estep 
Score: -1043785.875000 Penalty: 2256.597900
	Iteration 0F: 2 clusters Score -1043786 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -1036783.375000 Penalty: 4513.195801
	Iteration 0F: 3 clusters Score -1036783 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1038690.062500 Penalty: 4513.195801
	Iteration 1F: 3 clusters Score -1038690 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1038964.375000 Penalty: 4513.195801
	Iteration 2F: 3 clusters Score -1038964 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -1039147.937500 Penalty: 4513.195801
	Iteration 3Q: 3 clusters Score -1039148 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1039272.000000 Penalty: 4513.195801
	Iteration 4Q: 3 clusters Score -1039272 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1039376.562500 Penalty: 4513.195801
	Iteration 5Q: 3 clusters Score -1039377 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1039464.750000 Penalty: 4513.195801
	Iteration 6Q: 3 clusters Score -1039465 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1039546.500000 Penalty: 4513.195801
	Iteration 7Q: 3 clusters Score -1039546 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1039636.562500 Penalty: 4513.195801
	Iteration 8Q: 3 clusters Score -1039637 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1039738.500000 Penalty: 4513.195801
	Iteration 9Q: 3 clusters Score -1039738 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -1039865.937500 Penalty: 4513.195801
	Iteration 10Q: 3 clusters Score -1039866 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1040028.062500 Penalty: 4513.195801
	Iteration 11Q: 3 clusters Score -1040028 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1040233.562500 Penalty: 4513.195801
	Iteration 12Q: 3 clusters Score -1040234 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1040473.937500 Penalty: 4513.195801
	Iteration 13Q: 3 clusters Score -1040474 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1040734.062500 Penalty: 4513.195801
	Iteration 14Q: 3 clusters Score -1040734 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1040981.375000 Penalty: 4513.195801
	Iteration 15Q: 3 clusters Score -1040981 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1041216.750000 Penalty: 4513.195801
	Iteration 16Q: 3 clusters Score -1041217 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1041406.625000 Penalty: 4513.195801
	Iteration 17Q: 3 clusters Score -1041407 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1041525.312500 Penalty: 4513.195801
	Iteration 18Q: 3 clusters Score -1041525 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -1041596.687500 Penalty: 4513.195801
	Iteration 19Q: 3 clusters Score -1041597 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1041658.937500 Penalty: 4513.195801
	Iteration 20F: 3 clusters Score -1041659 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -1041719.312500 Penalty: 4513.195801
	Iteration 21Q: 3 clusters Score -1041719 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1041746.812500 Penalty: 4513.195801
	Iteration 22Q: 3 clusters Score -1041747 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1041760.250000 Penalty: 4513.195801
	Iteration 23Q: 3 clusters Score -1041760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1041767.687500 Penalty: 4513.195801
	Iteration 24Q: 3 clusters Score -1041768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1041772.500000 Penalty: 4513.195801
	Iteration 25Q: 3 clusters Score -1041772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1041775.125000 Penalty: 4513.195801
	Iteration 26Q: 3 clusters Score -1041775 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1041776.875000 Penalty: 4513.195801
	Iteration 27Q: 3 clusters Score -1041777 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -1041776.875000 Penalty: 4513.195801
	Iteration 28F: 3 clusters Score -1041777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (153949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153949 members 
Entering Unmasked Estep 
Score: -17908174.000000 Penalty: 2962.205566
	Iteration 0F: 2 clusters Score -1.790817e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77211 members 
Mstep: Class 2 contains 76738 members 
Entering Unmasked Estep 
Score: -17805106.000000 Penalty: 5924.411133
	Iteration 0F: 3 clusters Score -1.780511e+07 nChanged 73504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81183 members 
Mstep: Class 2 contains 72766 members 
Entering Unmasked Estep 
Score: -17847748.000000 Penalty: 5924.411133
	Iteration 1F: 3 clusters Score -1.784775e+07 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83418 members 
Mstep: Class 2 contains 70531 members 
Entering Unmasked Estep 
Score: -17848898.000000 Penalty: 5924.411133
	Iteration 2Q: 3 clusters Score -1.78489e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86692 members 
Mstep: Class 2 contains 67257 members 
Entering Unmasked Estep 
Score: -17850432.000000 Penalty: 5924.411133
	Iteration 3Q: 3 clusters Score -1.785043e+07 nChanged 6064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91626 members 
Mstep: Class 2 contains 62323 members 
Entering Unmasked Estep 
Score: -17853158.000000 Penalty: 5924.411133
	Iteration 4Q: 3 clusters Score -1.785316e+07 nChanged 7580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98606 members 
Mstep: Class 2 contains 55343 members 
Entering Unmasked Estep 
Score: -17857468.000000 Penalty: 5924.411133
	Iteration 5Q: 3 clusters Score -1.785747e+07 nChanged 9933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108269 members 
Mstep: Class 2 contains 45680 members 
Entering Unmasked Estep 
Score: -17865070.000000 Penalty: 5924.411133
	Iteration 6F: 3 clusters Score -1.786507e+07 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120170 members 
Mstep: Class 2 contains 33779 members 
Entering Unmasked Estep 
Score: -17876066.000000 Penalty: 5924.411133
	Iteration 7F: 3 clusters Score -1.787607e+07 nChanged 11502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131584 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -17887792.000000 Penalty: 5924.411133
	Iteration 8F: 3 clusters Score -1.788779e+07 nChanged 8272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139694 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -17896046.000000 Penalty: 5924.411133
	Iteration 9F: 3 clusters Score -1.789605e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144391 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -17900358.000000 Penalty: 5924.411133
	Iteration 10Q: 3 clusters Score -1.790036e+07 nChanged 3044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147165 members 
Mstep: Class 2 contains 6784 members 
Entering Unmasked Estep 
Score: -17902548.000000 Penalty: 5924.411133
	Iteration 11Q: 3 clusters Score -1.790255e+07 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148888 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -17903714.000000 Penalty: 5924.411133
	Iteration 12Q: 3 clusters Score -1.790371e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149984 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -17904354.000000 Penalty: 5924.411133
	Iteration 13Q: 3 clusters Score -1.790435e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150748 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -17904794.000000 Penalty: 5924.411133
	Iteration 14Q: 3 clusters Score -1.790479e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151224 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -17905048.000000 Penalty: 5924.411133
	Iteration 15Q: 3 clusters Score -1.790505e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151560 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -17905232.000000 Penalty: 5924.411133
	Iteration 16Q: 3 clusters Score -1.790523e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151805 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -17905378.000000 Penalty: 5924.411133
	Iteration 17Q: 3 clusters Score -1.790538e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151962 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -17905492.000000 Penalty: 5924.411133
	Iteration 18Q: 3 clusters Score -1.790549e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152091 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -17905576.000000 Penalty: 5924.411133
	Iteration 19Q: 3 clusters Score -1.790558e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152198 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -17905630.000000 Penalty: 5924.411133
	Iteration 20F: 3 clusters Score -1.790563e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152275 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -17905666.000000 Penalty: 5924.411133
	Iteration 21Q: 3 clusters Score -1.790567e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152349 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -17905686.000000 Penalty: 5924.411133
	Iteration 22Q: 3 clusters Score -1.790569e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152407 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -17905718.000000 Penalty: 5924.411133
	Iteration 23Q: 3 clusters Score -1.790572e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152444 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -17905736.000000 Penalty: 5924.411133
	Iteration 24Q: 3 clusters Score -1.790574e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152472 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -17905756.000000 Penalty: 5924.411133
	Iteration 25Q: 3 clusters Score -1.790576e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152505 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -17905778.000000 Penalty: 5924.411133
	Iteration 26Q: 3 clusters Score -1.790578e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152534 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -17905808.000000 Penalty: 5924.411133
	Iteration 27Q: 3 clusters Score -1.790581e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152553 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -17905772.000000 Penalty: 5924.411133
	Iteration 28Q: 3 clusters Score -1.790577e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152566 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -17905812.000000 Penalty: 5924.411133
	Iteration 29Q: 3 clusters Score -1.790581e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152572 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -17905822.000000 Penalty: 5924.411133
	Iteration 30Q: 3 clusters Score -1.790582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152580 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -17905822.000000 Penalty: 5924.411133
	Iteration 31Q: 3 clusters Score -1.790582e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152588 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -17905828.000000 Penalty: 5924.411133
	Iteration 32Q: 3 clusters Score -1.790583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152596 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -17905834.000000 Penalty: 5924.411133
	Iteration 33Q: 3 clusters Score -1.790583e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152602 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -17905836.000000 Penalty: 5924.411133
	Iteration 34Q: 3 clusters Score -1.790584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152611 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -17905844.000000 Penalty: 5924.411133
	Iteration 35Q: 3 clusters Score -1.790584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152614 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -17905852.000000 Penalty: 5924.411133
	Iteration 36Q: 3 clusters Score -1.790585e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152616 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -17905846.000000 Penalty: 5924.411133
	Iteration 37Q: 3 clusters Score -1.790585e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152620 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -17905844.000000 Penalty: 5924.411133
	Iteration 38Q: 3 clusters Score -1.790584e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152622 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -17905844.000000 Penalty: 5924.411133
	Iteration 39Q: 3 clusters Score -1.790584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152627 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -17905856.000000 Penalty: 5924.411133
	Iteration 40F: 3 clusters Score -1.790586e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152634 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -17905868.000000 Penalty: 5924.411133
	Iteration 41Q: 3 clusters Score -1.790587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152638 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -17905858.000000 Penalty: 5924.411133
	Iteration 42Q: 3 clusters Score -1.790586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152642 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -17905862.000000 Penalty: 5924.411133
	Iteration 43Q: 3 clusters Score -1.790586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152645 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -17905858.000000 Penalty: 5924.411133
	Iteration 44Q: 3 clusters Score -1.790586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -17905868.000000 Penalty: 5924.411133
	Iteration 45Q: 3 clusters Score -1.790587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152651 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -17905874.000000 Penalty: 5924.411133
	Iteration 46Q: 3 clusters Score -1.790587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152652 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -17905874.000000 Penalty: 5924.411133
	Iteration 47Q: 3 clusters Score -1.790587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152653 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -17905878.000000 Penalty: 5924.411133
	Iteration 48Q: 3 clusters Score -1.790588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152653 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -17905878.000000 Penalty: 5924.411133
	Iteration 49Q: 3 clusters Score -1.790588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152653 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -17905882.000000 Penalty: 5924.411133
	Iteration 50Q: 3 clusters Score -1.790588e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152658 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -17905874.000000 Penalty: 5924.411133
	Iteration 51Q: 3 clusters Score -1.790587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152661 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -17905870.000000 Penalty: 5924.411133
	Iteration 52Q: 3 clusters Score -1.790587e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152663 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -17905862.000000 Penalty: 5924.411133
	Iteration 53Q: 3 clusters Score -1.790586e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152667 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -17905874.000000 Penalty: 5924.411133
	Iteration 54Q: 3 clusters Score -1.790587e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152675 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -17905866.000000 Penalty: 5924.411133
	Iteration 55Q: 3 clusters Score -1.790587e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152683 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -17905882.000000 Penalty: 5924.411133
	Iteration 56Q: 3 clusters Score -1.790588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152684 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -17905870.000000 Penalty: 5924.411133
	Iteration 57Q: 3 clusters Score -1.790587e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152685 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -17905868.000000 Penalty: 5924.411133
	Iteration 58Q: 3 clusters Score -1.790587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152687 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -17905880.000000 Penalty: 5924.411133
	Iteration 59Q: 3 clusters Score -1.790588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152691 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -17905882.000000 Penalty: 5924.411133
	Iteration 60F: 3 clusters Score -1.790588e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152692 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -17905874.000000 Penalty: 5924.411133
	Iteration 61Q: 3 clusters Score -1.790587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152691 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -17905868.000000 Penalty: 5924.411133
	Iteration 62Q: 3 clusters Score -1.790587e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152693 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -17905874.000000 Penalty: 5924.411133
	Iteration 63Q: 3 clusters Score -1.790587e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152697 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -17905890.000000 Penalty: 5924.411133
	Iteration 64Q: 3 clusters Score -1.790589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152700 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -17905898.000000 Penalty: 5924.411133
	Iteration 65Q: 3 clusters Score -1.79059e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152703 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -17905886.000000 Penalty: 5924.411133
	Iteration 66Q: 3 clusters Score -1.790589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152704 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -17905876.000000 Penalty: 5924.411133
	Iteration 67Q: 3 clusters Score -1.790588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152706 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -17905882.000000 Penalty: 5924.411133
	Iteration 68Q: 3 clusters Score -1.790588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -17905878.000000 Penalty: 5924.411133
	Iteration 69Q: 3 clusters Score -1.790588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152707 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -17905878.000000 Penalty: 5924.411133
	Iteration 70F: 3 clusters Score -1.790588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (33294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33294 members 
Entering Unmasked Estep 
Score: -3677956.500000 Penalty: 2582.456787
	Iteration 0F: 2 clusters Score -3677956 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 16881 members 
Entering Unmasked Estep 
Score: -3655282.000000 Penalty: 5164.913574
	Iteration 0F: 3 clusters Score -3655282 nChanged 15032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -3664117.250000 Penalty: 5164.913574
	Iteration 1F: 3 clusters Score -3664117 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 19840 members 
Entering Unmasked Estep 
Score: -3665738.500000 Penalty: 5164.913574
	Iteration 2F: 3 clusters Score -3665738 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -3668226.000000 Penalty: 5164.913574
	Iteration 3F: 3 clusters Score -3668226 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10368 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -3671092.000000 Penalty: 5164.913574
	Iteration 4F: 3 clusters Score -3671092 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3673288.500000 Penalty: 5164.913574
	Iteration 5F: 3 clusters Score -3673288 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -3674769.250000 Penalty: 5164.913574
	Iteration 6F: 3 clusters Score -3674769 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3675960.750000 Penalty: 5164.913574
	Iteration 7Q: 3 clusters Score -3675961 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 26158 members 
Entering Unmasked Estep 
Score: -3676900.500000 Penalty: 5164.913574
	Iteration 8Q: 3 clusters Score -3676900 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 26420 members 
Entering Unmasked Estep 
Score: -3677667.500000 Penalty: 5164.913574
	Iteration 9Q: 3 clusters Score -3677668 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 26559 members 
Entering Unmasked Estep 
Score: -3678279.000000 Penalty: 5164.913574
	Iteration 10Q: 3 clusters Score -3678279 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 26669 members 
Entering Unmasked Estep 
Score: -3678925.750000 Penalty: 5164.913574
	Iteration 11Q: 3 clusters Score -3678926 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3679605.250000 Penalty: 5164.913574
	Iteration 12Q: 3 clusters Score -3679605 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 26706 members 
Entering Unmasked Estep 
Score: -3680156.000000 Penalty: 5164.913574
	Iteration 13Q: 3 clusters Score -3680156 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -3680564.250000 Penalty: 5164.913574
	Iteration 14Q: 3 clusters Score -3680564 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 26511 members 
Entering Unmasked Estep 
Score: -3680776.250000 Penalty: 5164.913574
	Iteration 15Q: 3 clusters Score -3680776 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3680889.750000 Penalty: 5164.913574
	Iteration 16Q: 3 clusters Score -3680890 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3681012.750000 Penalty: 5164.913574
	Iteration 17Q: 3 clusters Score -3681013 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -3681136.500000 Penalty: 5164.913574
	Iteration 18Q: 3 clusters Score -3681136 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -3681301.750000 Penalty: 5164.913574
	Iteration 19Q: 3 clusters Score -3681302 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -3681475.000000 Penalty: 5164.913574
	Iteration 20F: 3 clusters Score -3681475 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -3681747.750000 Penalty: 5164.913574
	Iteration 21Q: 3 clusters Score -3681748 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 24548 members 
Entering Unmasked Estep 
Score: -3682168.000000 Penalty: 5164.913574
	Iteration 22Q: 3 clusters Score -3682168 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3682830.500000 Penalty: 5164.913574
	Iteration 23Q: 3 clusters Score -3682830 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -3683622.750000 Penalty: 5164.913574
	Iteration 24Q: 3 clusters Score -3683623 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3684397.000000 Penalty: 5164.913574
	Iteration 25Q: 3 clusters Score -3684397 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -3685044.000000 Penalty: 5164.913574
	Iteration 26Q: 3 clusters Score -3685044 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -3685502.750000 Penalty: 5164.913574
	Iteration 27Q: 3 clusters Score -3685503 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -3685808.000000 Penalty: 5164.913574
	Iteration 28Q: 3 clusters Score -3685808 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13038 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -3686014.500000 Penalty: 5164.913574
	Iteration 29Q: 3 clusters Score -3686014 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -3686179.750000 Penalty: 5164.913574
	Iteration 30Q: 3 clusters Score -3686180 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -3686267.000000 Penalty: 5164.913574
	Iteration 31Q: 3 clusters Score -3686267 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -3686327.000000 Penalty: 5164.913574
	Iteration 32Q: 3 clusters Score -3686327 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 19236 members 
Entering Unmasked Estep 
Score: -3686395.250000 Penalty: 5164.913574
	Iteration 33Q: 3 clusters Score -3686395 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -3686436.250000 Penalty: 5164.913574
	Iteration 34Q: 3 clusters Score -3686436 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3686461.250000 Penalty: 5164.913574
	Iteration 35Q: 3 clusters Score -3686461 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -3686466.500000 Penalty: 5164.913574
	Iteration 36Q: 3 clusters Score -3686466 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -3686481.000000 Penalty: 5164.913574
	Iteration 37Q: 3 clusters Score -3686481 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -3686480.500000 Penalty: 5164.913574
	Iteration 38Q: 3 clusters Score -3686480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -3686488.000000 Penalty: 5164.913574
	Iteration 39Q: 3 clusters Score -3686488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14597 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -3686503.000000 Penalty: 5164.913574
	Iteration 40F: 3 clusters Score -3686503 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 18649 members 
Entering Unmasked Estep 
Score: -3686531.000000 Penalty: 5164.913574
	Iteration 41Q: 3 clusters Score -3686531 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -3686535.500000 Penalty: 5164.913574
	Iteration 42Q: 3 clusters Score -3686536 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -3686540.750000 Penalty: 5164.913574
	Iteration 43Q: 3 clusters Score -3686541 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3686535.250000 Penalty: 5164.913574
	Iteration 44Q: 3 clusters Score -3686535 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -3686539.750000 Penalty: 5164.913574
	Iteration 45Q: 3 clusters Score -3686540 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14844 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3686541.500000 Penalty: 5164.913574
	Iteration 46Q: 3 clusters Score -3686542 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -3686552.250000 Penalty: 5164.913574
	Iteration 47Q: 3 clusters Score -3686552 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -3686545.750000 Penalty: 5164.913574
	Iteration 48Q: 3 clusters Score -3686546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 18367 members 
Entering Unmasked Estep 
Score: -3686542.000000 Penalty: 5164.913574
	Iteration 49Q: 3 clusters Score -3686542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14945 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -3686545.250000 Penalty: 5164.913574
	Iteration 50Q: 3 clusters Score -3686545 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14949 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -3686543.500000 Penalty: 5164.913574
	Iteration 51Q: 3 clusters Score -3686544 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14954 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -3686537.750000 Penalty: 5164.913574
	Iteration 52Q: 3 clusters Score -3686538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -3686538.750000 Penalty: 5164.913574
	Iteration 53Q: 3 clusters Score -3686539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 18335 members 
Entering Unmasked Estep 
Score: -3686540.750000 Penalty: 5164.913574
	Iteration 54Q: 3 clusters Score -3686541 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -3686549.250000 Penalty: 5164.913574
	Iteration 55Q: 3 clusters Score -3686549 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -3686549.500000 Penalty: 5164.913574
	Iteration 56Q: 3 clusters Score -3686550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -3686547.500000 Penalty: 5164.913574
	Iteration 57Q: 3 clusters Score -3686548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14969 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -3686548.500000 Penalty: 5164.913574
	Iteration 58Q: 3 clusters Score -3686548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -3686557.750000 Penalty: 5164.913574
	Iteration 59Q: 3 clusters Score -3686558 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 18322 members 
Entering Unmasked Estep 
Score: -3686554.500000 Penalty: 5164.913574
	Iteration 60F: 3 clusters Score -3686554 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191775 members 
Mstep: Class 6 contains 25557 members 
Mstep: Class 7 contains 41863 members 
Mstep: Class 8 contains 297034 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 153949 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 29098 members 
Mstep: Class 13 contains 40202 members 
Mstep: Class 14 contains 30849 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 31144 members 
Mstep: Class 17 contains 227271 members 
Mstep: Class 18 contains 38702 members 
Mstep: Class 19 contains 9638 members 
Mstep: Class 20 contains 18322 members 
Mstep: Class 21 contains 229494 members 
Entering Unmasked Estep 
Score: -161399888.000000 Penalty: 73772.500000
Splitting cluster 11 changes total score from -161383952.000000 to -161399888.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 12 (29098 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Entering Unmasked Estep 
Score: -3482687.500000 Penalty: 2549.049316
	Iteration 0F: 2 clusters Score -3482688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -3462735.500000 Penalty: 5098.098633
	Iteration 0F: 3 clusters Score -3462736 nChanged 13035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13794 members 
Mstep: Class 2 contains 15304 members 
Entering Unmasked Estep 
Score: -3469873.750000 Penalty: 5098.098633
	Iteration 1F: 3 clusters Score -3469874 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -3470474.250000 Penalty: 5098.098633
	Iteration 2F: 3 clusters Score -3470474 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -3471076.750000 Penalty: 5098.098633
	Iteration 3F: 3 clusters Score -3471077 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -3471769.250000 Penalty: 5098.098633
	Iteration 4F: 3 clusters Score -3471769 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -3472500.250000 Penalty: 5098.098633
	Iteration 5F: 3 clusters Score -3472500 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -3473387.000000 Penalty: 5098.098633
	Iteration 6F: 3 clusters Score -3473387 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -3474474.000000 Penalty: 5098.098633
	Iteration 7F: 3 clusters Score -3474474 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -3475690.250000 Penalty: 5098.098633
	Iteration 8F: 3 clusters Score -3475690 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 21675 members 
Entering Unmasked Estep 
Score: -3476893.500000 Penalty: 5098.098633
	Iteration 9F: 3 clusters Score -3476894 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -3477935.250000 Penalty: 5098.098633
	Iteration 10Q: 3 clusters Score -3477935 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3478712.000000 Penalty: 5098.098633
	Iteration 11Q: 3 clusters Score -3478712 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -3479225.250000 Penalty: 5098.098633
	Iteration 12Q: 3 clusters Score -3479225 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3479583.500000 Penalty: 5098.098633
	Iteration 13Q: 3 clusters Score -3479584 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 24482 members 
Entering Unmasked Estep 
Score: -3479818.250000 Penalty: 5098.098633
	Iteration 14Q: 3 clusters Score -3479818 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 24718 members 
Entering Unmasked Estep 
Score: -3480000.750000 Penalty: 5098.098633
	Iteration 15Q: 3 clusters Score -3480001 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3480132.500000 Penalty: 5098.098633
	Iteration 16Q: 3 clusters Score -3480132 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 25091 members 
Entering Unmasked Estep 
Score: -3480241.750000 Penalty: 5098.098633
	Iteration 17Q: 3 clusters Score -3480242 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -3480315.000000 Penalty: 5098.098633
	Iteration 18Q: 3 clusters Score -3480315 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 25358 members 
Entering Unmasked Estep 
Score: -3480382.500000 Penalty: 5098.098633
	Iteration 19Q: 3 clusters Score -3480382 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -3480472.250000 Penalty: 5098.098633
	Iteration 20F: 3 clusters Score -3480472 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -3480503.750000 Penalty: 5098.098633
	Iteration 21Q: 3 clusters Score -3480504 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 25628 members 
Entering Unmasked Estep 
Score: -3480511.000000 Penalty: 5098.098633
	Iteration 22Q: 3 clusters Score -3480511 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -3480529.250000 Penalty: 5098.098633
	Iteration 23Q: 3 clusters Score -3480529 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 25747 members 
Entering Unmasked Estep 
Score: -3480554.250000 Penalty: 5098.098633
	Iteration 24Q: 3 clusters Score -3480554 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -3480555.750000 Penalty: 5098.098633
	Iteration 25Q: 3 clusters Score -3480556 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 25833 members 
Entering Unmasked Estep 
Score: -3480585.750000 Penalty: 5098.098633
	Iteration 26Q: 3 clusters Score -3480586 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -3480574.750000 Penalty: 5098.098633
	Iteration 27Q: 3 clusters Score -3480575 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 25896 members 
Entering Unmasked Estep 
Score: -3480589.750000 Penalty: 5098.098633
	Iteration 28Q: 3 clusters Score -3480590 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -3480599.750000 Penalty: 5098.098633
	Iteration 29Q: 3 clusters Score -3480600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -3480600.500000 Penalty: 5098.098633
	Iteration 30Q: 3 clusters Score -3480600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 25947 members 
Entering Unmasked Estep 
Score: -3480603.750000 Penalty: 5098.098633
	Iteration 31Q: 3 clusters Score -3480604 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3480606.750000 Penalty: 5098.098633
	Iteration 32Q: 3 clusters Score -3480607 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
Score: -3480614.500000 Penalty: 5098.098633
	Iteration 33Q: 3 clusters Score -3480614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -3480611.250000 Penalty: 5098.098633
	Iteration 34Q: 3 clusters Score -3480611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 25988 members 
Entering Unmasked Estep 
Score: -3480614.000000 Penalty: 5098.098633
	Iteration 35Q: 3 clusters Score -3480614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -3480614.000000 Penalty: 5098.098633
	Iteration 36Q: 3 clusters Score -3480614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -3480616.750000 Penalty: 5098.098633
	Iteration 37Q: 3 clusters Score -3480617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -3480617.250000 Penalty: 5098.098633
	Iteration 38Q: 3 clusters Score -3480617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -3480621.750000 Penalty: 5098.098633
	Iteration 39Q: 3 clusters Score -3480622 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 26000 members 
Entering Unmasked Estep 
Score: -3480619.000000 Penalty: 5098.098633
	Iteration 40F: 3 clusters Score -3480619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 26001 members 
Entering Unmasked Estep 
Score: -3480621.000000 Penalty: 5098.098633
	Iteration 41Q: 3 clusters Score -3480621 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -3480622.000000 Penalty: 5098.098633
	Iteration 42Q: 3 clusters Score -3480622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3480616.500000 Penalty: 5098.098633
	Iteration 43Q: 3 clusters Score -3480616 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 26008 members 
Entering Unmasked Estep 
Score: -3480619.000000 Penalty: 5098.098633
	Iteration 44Q: 3 clusters Score -3480619 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 26015 members 
Entering Unmasked Estep 
Score: -3480617.500000 Penalty: 5098.098633
	Iteration 45Q: 3 clusters Score -3480618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -3480617.250000 Penalty: 5098.098633
	Iteration 46Q: 3 clusters Score -3480617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 26024 members 
Entering Unmasked Estep 
Score: -3480622.000000 Penalty: 5098.098633
	Iteration 47Q: 3 clusters Score -3480622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -3480614.750000 Penalty: 5098.098633
	Iteration 48Q: 3 clusters Score -3480615 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -3480617.250000 Penalty: 5098.098633
	Iteration 49Q: 3 clusters Score -3480617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -3480623.500000 Penalty: 5098.098633
	Iteration 50Q: 3 clusters Score -3480624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 26056 members 
Entering Unmasked Estep 
Score: -3480626.000000 Penalty: 5098.098633
	Iteration 51Q: 3 clusters Score -3480626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -3480620.750000 Penalty: 5098.098633
	Iteration 52Q: 3 clusters Score -3480621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -3480625.000000 Penalty: 5098.098633
	Iteration 53Q: 3 clusters Score -3480625 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -3480623.250000 Penalty: 5098.098633
	Iteration 54Q: 3 clusters Score -3480623 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -3480624.500000 Penalty: 5098.098633
	Iteration 55Q: 3 clusters Score -3480624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 26074 members 
Entering Unmasked Estep 
Score: -3480627.250000 Penalty: 5098.098633
	Iteration 56Q: 3 clusters Score -3480627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -3480622.000000 Penalty: 5098.098633
	Iteration 57Q: 3 clusters Score -3480622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3480620.750000 Penalty: 5098.098633
	Iteration 58Q: 3 clusters Score -3480621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -3480620.500000 Penalty: 5098.098633
	Iteration 59Q: 3 clusters Score -3480620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3480621.250000 Penalty: 5098.098633
	Iteration 60F: 3 clusters Score -3480621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (40202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Entering Unmasked Estep 
Score: -4471770.500000 Penalty: 2629.214600
	Iteration 0F: 2 clusters Score -4471770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -4444701.000000 Penalty: 5258.429199
	Iteration 0F: 3 clusters Score -4444701 nChanged 18322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 19970 members 
Entering Unmasked Estep 
Score: -4455057.500000 Penalty: 5258.429199
	Iteration 1F: 3 clusters Score -4455058 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -4456030.000000 Penalty: 5258.429199
	Iteration 2F: 3 clusters Score -4456030 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20551 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -4457334.500000 Penalty: 5258.429199
	Iteration 3F: 3 clusters Score -4457334 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -4459131.500000 Penalty: 5258.429199
	Iteration 4F: 3 clusters Score -4459132 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 18934 members 
Entering Unmasked Estep 
Score: -4461283.500000 Penalty: 5258.429199
	Iteration 5F: 3 clusters Score -4461284 nChanged 2799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -4463293.000000 Penalty: 5258.429199
	Iteration 6F: 3 clusters Score -4463293 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22587 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -4464965.000000 Penalty: 5258.429199
	Iteration 7F: 3 clusters Score -4464965 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -4466261.000000 Penalty: 5258.429199
	Iteration 8F: 3 clusters Score -4466261 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -4467391.000000 Penalty: 5258.429199
	Iteration 9Q: 3 clusters Score -4467391 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -4468298.500000 Penalty: 5258.429199
	Iteration 10Q: 3 clusters Score -4468298 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -4468842.000000 Penalty: 5258.429199
	Iteration 11Q: 3 clusters Score -4468842 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26053 members 
Mstep: Class 2 contains 14149 members 
Entering Unmasked Estep 
Score: -4469136.500000 Penalty: 5258.429199
	Iteration 12Q: 3 clusters Score -4469136 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 13568 members 
Entering Unmasked Estep 
Score: -4469369.000000 Penalty: 5258.429199
	Iteration 13Q: 3 clusters Score -4469369 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -4469550.000000 Penalty: 5258.429199
	Iteration 14Q: 3 clusters Score -4469550 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -4469714.500000 Penalty: 5258.429199
	Iteration 15Q: 3 clusters Score -4469714 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -4469880.500000 Penalty: 5258.429199
	Iteration 16Q: 3 clusters Score -4469880 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28746 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -4470019.500000 Penalty: 5258.429199
	Iteration 17Q: 3 clusters Score -4470020 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29254 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -4470165.500000 Penalty: 5258.429199
	Iteration 18Q: 3 clusters Score -4470166 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29759 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -4470288.000000 Penalty: 5258.429199
	Iteration 19Q: 3 clusters Score -4470288 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30255 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -4470434.500000 Penalty: 5258.429199
	Iteration 20F: 3 clusters Score -4470434 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30707 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -4470560.000000 Penalty: 5258.429199
	Iteration 21Q: 3 clusters Score -4470560 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31155 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -4470694.500000 Penalty: 5258.429199
	Iteration 22Q: 3 clusters Score -4470694 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -4470825.500000 Penalty: 5258.429199
	Iteration 23Q: 3 clusters Score -4470826 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31975 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -4470924.000000 Penalty: 5258.429199
	Iteration 24Q: 3 clusters Score -4470924 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32401 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -4471052.000000 Penalty: 5258.429199
	Iteration 25Q: 3 clusters Score -4471052 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32769 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -4471157.500000 Penalty: 5258.429199
	Iteration 26Q: 3 clusters Score -4471158 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33128 members 
Mstep: Class 2 contains 7074 members 
Entering Unmasked Estep 
Score: -4471267.000000 Penalty: 5258.429199
	Iteration 27Q: 3 clusters Score -4471267 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33478 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -4471360.000000 Penalty: 5258.429199
	Iteration 28Q: 3 clusters Score -4471360 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33787 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -4471458.500000 Penalty: 5258.429199
	Iteration 29Q: 3 clusters Score -4471458 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -4471545.000000 Penalty: 5258.429199
	Iteration 30Q: 3 clusters Score -4471545 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34433 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -4471659.500000 Penalty: 5258.429199
	Iteration 31Q: 3 clusters Score -4471660 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34745 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -4471765.000000 Penalty: 5258.429199
	Iteration 32Q: 3 clusters Score -4471765 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35059 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4471883.000000 Penalty: 5258.429199
	Iteration 33Q: 3 clusters Score -4471883 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35389 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -4472026.500000 Penalty: 5258.429199
	Iteration 34Q: 3 clusters Score -4472026 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -4472193.500000 Penalty: 5258.429199
	Iteration 35Q: 3 clusters Score -4472194 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36051 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -4472371.000000 Penalty: 5258.429199
	Iteration 36Q: 3 clusters Score -4472371 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -4472488.500000 Penalty: 5258.429199
	Iteration 37Q: 3 clusters Score -4472488 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4472613.000000 Penalty: 5258.429199
	Iteration 38Q: 3 clusters Score -4472613 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -4472706.500000 Penalty: 5258.429199
	Iteration 39Q: 3 clusters Score -4472706 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37039 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -4472823.000000 Penalty: 5258.429199
	Iteration 40F: 3 clusters Score -4472823 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37219 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -4472942.500000 Penalty: 5258.429199
	Iteration 41Q: 3 clusters Score -4472942 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37410 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -4473039.000000 Penalty: 5258.429199
	Iteration 42Q: 3 clusters Score -4473039 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37564 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -4473121.500000 Penalty: 5258.429199
	Iteration 43Q: 3 clusters Score -4473122 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37696 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -4473196.500000 Penalty: 5258.429199
	Iteration 44Q: 3 clusters Score -4473196 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4473278.500000 Penalty: 5258.429199
	Iteration 45Q: 3 clusters Score -4473278 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37929 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -4473380.500000 Penalty: 5258.429199
	Iteration 46Q: 3 clusters Score -4473380 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38052 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -4473496.500000 Penalty: 5258.429199
	Iteration 47Q: 3 clusters Score -4473496 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38170 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4473679.500000 Penalty: 5258.429199
	Iteration 48Q: 3 clusters Score -4473680 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38292 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4473963.000000 Penalty: 5258.429199
	Iteration 49Q: 3 clusters Score -4473963 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38402 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -4474388.500000 Penalty: 5258.429199
	Iteration 50Q: 3 clusters Score -4474388 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -4474571.500000 Penalty: 5258.429199
	Iteration 51Q: 3 clusters Score -4474572 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38477 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -4474629.500000 Penalty: 5258.429199
	Iteration 52Q: 3 clusters Score -4474630 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -4474635.000000 Penalty: 5258.429199
	Iteration 53Q: 3 clusters Score -4474635 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38502 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4474642.500000 Penalty: 5258.429199
	Iteration 54Q: 3 clusters Score -4474642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -4474654.000000 Penalty: 5258.429199
	Iteration 55Q: 3 clusters Score -4474654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38514 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -4474653.000000 Penalty: 5258.429199
	Iteration 56Q: 3 clusters Score -4474653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38517 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4474648.500000 Penalty: 5258.429199
	Iteration 57Q: 3 clusters Score -4474648 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38518 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -4474656.500000 Penalty: 5258.429199
	Iteration 58Q: 3 clusters Score -4474656 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4474659.000000 Penalty: 5258.429199
	Iteration 59Q: 3 clusters Score -4474659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38521 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -4474658.000000 Penalty: 5258.429199
	Iteration 60F: 3 clusters Score -4474658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191775 members 
Mstep: Class 6 contains 25557 members 
Mstep: Class 7 contains 41863 members 
Mstep: Class 8 contains 297034 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 153949 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 29098 members 
Mstep: Class 13 contains 38521 members 
Mstep: Class 14 contains 30849 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 31144 members 
Mstep: Class 17 contains 227271 members 
Mstep: Class 18 contains 38702 members 
Mstep: Class 19 contains 9638 members 
Mstep: Class 20 contains 18322 members 
Mstep: Class 21 contains 229494 members 
Mstep: Class 22 contains 1681 members 
Entering Unmasked Estep 
Score: -161401424.000000 Penalty: 77285.476562
Splitting cluster 13 changes total score from -161383952.000000 to -161401424.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 14 (30849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30849 members 
Entering Unmasked Estep 
Score: -3663548.250000 Penalty: 2563.541260
	Iteration 0F: 2 clusters Score -3663548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -3642446.250000 Penalty: 5127.082520
	Iteration 0F: 3 clusters Score -3642446 nChanged 13945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
Score: -3650211.000000 Penalty: 5127.082520
	Iteration 1F: 3 clusters Score -3650211 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -3650947.250000 Penalty: 5127.082520
	Iteration 2F: 3 clusters Score -3650947 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16757 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
Score: -3651759.250000 Penalty: 5127.082520
	Iteration 3F: 3 clusters Score -3651759 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -3652717.500000 Penalty: 5127.082520
	Iteration 4F: 3 clusters Score -3652718 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -3653812.250000 Penalty: 5127.082520
	Iteration 5F: 3 clusters Score -3653812 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 11523 members 
Entering Unmasked Estep 
Score: -3655096.500000 Penalty: 5127.082520
	Iteration 6F: 3 clusters Score -3655096 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3656490.250000 Penalty: 5127.082520
	Iteration 7F: 3 clusters Score -3656490 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -3657837.000000 Penalty: 5127.082520
	Iteration 8F: 3 clusters Score -3657837 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22469 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -3658827.250000 Penalty: 5127.082520
	Iteration 9Q: 3 clusters Score -3658827 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23114 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -3659393.750000 Penalty: 5127.082520
	Iteration 10Q: 3 clusters Score -3659394 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -3659683.500000 Penalty: 5127.082520
	Iteration 11Q: 3 clusters Score -3659684 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24039 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -3659877.500000 Penalty: 5127.082520
	Iteration 12Q: 3 clusters Score -3659878 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24419 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -3660015.500000 Penalty: 5127.082520
	Iteration 13Q: 3 clusters Score -3660016 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24771 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -3660134.000000 Penalty: 5127.082520
	Iteration 14Q: 3 clusters Score -3660134 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -3660255.000000 Penalty: 5127.082520
	Iteration 15Q: 3 clusters Score -3660255 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -3660333.000000 Penalty: 5127.082520
	Iteration 16Q: 3 clusters Score -3660333 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25627 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -3660395.000000 Penalty: 5127.082520
	Iteration 17Q: 3 clusters Score -3660395 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3660471.000000 Penalty: 5127.082520
	Iteration 18Q: 3 clusters Score -3660471 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -3660549.500000 Penalty: 5127.082520
	Iteration 19Q: 3 clusters Score -3660550 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26330 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3660620.250000 Penalty: 5127.082520
	Iteration 20F: 3 clusters Score -3660620 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -3660693.500000 Penalty: 5127.082520
	Iteration 21Q: 3 clusters Score -3660694 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -3660739.000000 Penalty: 5127.082520
	Iteration 22Q: 3 clusters Score -3660739 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -3660792.500000 Penalty: 5127.082520
	Iteration 23Q: 3 clusters Score -3660792 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -3660860.250000 Penalty: 5127.082520
	Iteration 24Q: 3 clusters Score -3660860 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -3660919.250000 Penalty: 5127.082520
	Iteration 25Q: 3 clusters Score -3660919 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3660962.500000 Penalty: 5127.082520
	Iteration 26Q: 3 clusters Score -3660962 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3661013.000000 Penalty: 5127.082520
	Iteration 27Q: 3 clusters Score -3661013 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -3661069.500000 Penalty: 5127.082520
	Iteration 28Q: 3 clusters Score -3661070 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27900 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -3661096.250000 Penalty: 5127.082520
	Iteration 29Q: 3 clusters Score -3661096 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28045 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3661146.000000 Penalty: 5127.082520
	Iteration 30Q: 3 clusters Score -3661146 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -3661182.000000 Penalty: 5127.082520
	Iteration 31Q: 3 clusters Score -3661182 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -3661234.000000 Penalty: 5127.082520
	Iteration 32Q: 3 clusters Score -3661234 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -3661259.500000 Penalty: 5127.082520
	Iteration 33Q: 3 clusters Score -3661260 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -3661291.750000 Penalty: 5127.082520
	Iteration 34Q: 3 clusters Score -3661292 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28557 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -3661312.250000 Penalty: 5127.082520
	Iteration 35Q: 3 clusters Score -3661312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28636 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -3661336.750000 Penalty: 5127.082520
	Iteration 36Q: 3 clusters Score -3661337 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28703 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -3661363.500000 Penalty: 5127.082520
	Iteration 37Q: 3 clusters Score -3661364 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28755 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -3661374.750000 Penalty: 5127.082520
	Iteration 38Q: 3 clusters Score -3661375 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -3661388.750000 Penalty: 5127.082520
	Iteration 39Q: 3 clusters Score -3661389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3661415.250000 Penalty: 5127.082520
	Iteration 40F: 3 clusters Score -3661415 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3661423.750000 Penalty: 5127.082520
	Iteration 41Q: 3 clusters Score -3661424 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28948 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -3661438.500000 Penalty: 5127.082520
	Iteration 42Q: 3 clusters Score -3661438 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -3661446.500000 Penalty: 5127.082520
	Iteration 43Q: 3 clusters Score -3661446 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -3661453.500000 Penalty: 5127.082520
	Iteration 44Q: 3 clusters Score -3661454 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29038 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -3661465.250000 Penalty: 5127.082520
	Iteration 45Q: 3 clusters Score -3661465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -3661464.750000 Penalty: 5127.082520
	Iteration 46Q: 3 clusters Score -3661465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3661470.250000 Penalty: 5127.082520
	Iteration 47Q: 3 clusters Score -3661470 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -3661467.500000 Penalty: 5127.082520
	Iteration 48Q: 3 clusters Score -3661468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29086 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3661470.500000 Penalty: 5127.082520
	Iteration 49Q: 3 clusters Score -3661470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29088 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3661471.750000 Penalty: 5127.082520
	Iteration 50Q: 3 clusters Score -3661472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -3661475.750000 Penalty: 5127.082520
	Iteration 51Q: 3 clusters Score -3661476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29096 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -3661475.500000 Penalty: 5127.082520
	Iteration 52Q: 3 clusters Score -3661476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3661472.750000 Penalty: 5127.082520
	Iteration 53Q: 3 clusters Score -3661473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -3661472.750000 Penalty: 5127.082520
	Iteration 54F: 3 clusters Score -3661473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Entering Unmasked Estep 
Score: -405828.156250 Penalty: 2034.894165
	Iteration 0F: 2 clusters Score -405828.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -402249.875000 Penalty: 4069.788330
	Iteration 0F: 3 clusters Score -402249.9 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -403254.187500 Penalty: 4069.788330
	Iteration 1F: 3 clusters Score -403254.2 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -403830.593750 Penalty: 4069.788330
	Iteration 2F: 3 clusters Score -403830.6 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -404814.687500 Penalty: 4069.788330
	Iteration 3F: 3 clusters Score -404814.7 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -405858.937500 Penalty: 4069.788330
	Iteration 4F: 3 clusters Score -405858.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -406434.000000 Penalty: 4069.788330
	Iteration 5F: 3 clusters Score -406434 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -406664.750000 Penalty: 4069.788330
	Iteration 6F: 3 clusters Score -406664.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -406764.531250 Penalty: 4069.788330
	Iteration 7Q: 3 clusters Score -406764.5 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -406811.406250 Penalty: 4069.788330
	Iteration 8Q: 3 clusters Score -406811.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -406828.562500 Penalty: 4069.788330
	Iteration 9Q: 3 clusters Score -406828.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -406842.343750 Penalty: 4069.788330
	Iteration 10Q: 3 clusters Score -406842.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -406845.156250 Penalty: 4069.788330
	Iteration 11Q: 3 clusters Score -406845.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -406846.843750 Penalty: 4069.788330
	Iteration 12Q: 3 clusters Score -406846.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -406847.812500 Penalty: 4069.788330
	Iteration 13Q: 3 clusters Score -406847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -406847.812500 Penalty: 4069.788330
	Iteration 14F: 3 clusters Score -406847.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191775 members 
Mstep: Class 6 contains 25557 members 
Mstep: Class 7 contains 41863 members 
Mstep: Class 8 contains 297034 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 153949 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 29098 members 
Mstep: Class 13 contains 38521 members 
Mstep: Class 14 contains 30849 members 
Mstep: Class 15 contains 3128 members 
Mstep: Class 16 contains 31144 members 
Mstep: Class 17 contains 227271 members 
Mstep: Class 18 contains 38702 members 
Mstep: Class 19 contains 9638 members 
Mstep: Class 20 contains 18322 members 
Mstep: Class 21 contains 229494 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 532 members 
Entering Unmasked Estep 
Score: -161399040.000000 Penalty: 80798.445312
Splitting cluster 15 changes total score from -161383952.000000 to -161399040.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 16 (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: -3044248.750000 Penalty: 2565.901367
	Iteration 0F: 2 clusters Score -3044249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 15614 members 
Entering Unmasked Estep 
Score: -3022753.750000 Penalty: 5131.802734
	Iteration 0F: 3 clusters Score -3022754 nChanged 14274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -3031395.750000 Penalty: 5131.802734
	Iteration 1F: 3 clusters Score -3031396 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -3034267.500000 Penalty: 5131.802734
	Iteration 2F: 3 clusters Score -3034268 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -3038998.750000 Penalty: 5131.802734
	Iteration 3F: 3 clusters Score -3038999 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3043396.750000 Penalty: 5131.802734
	Iteration 4F: 3 clusters Score -3043397 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -3045376.250000 Penalty: 5131.802734
	Iteration 5F: 3 clusters Score -3045376 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -3046086.250000 Penalty: 5131.802734
	Iteration 6Q: 3 clusters Score -3046086 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -3046361.250000 Penalty: 5131.802734
	Iteration 7Q: 3 clusters Score -3046361 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -3046502.750000 Penalty: 5131.802734
	Iteration 8Q: 3 clusters Score -3046503 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -3046607.250000 Penalty: 5131.802734
	Iteration 9Q: 3 clusters Score -3046607 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3046675.750000 Penalty: 5131.802734
	Iteration 10Q: 3 clusters Score -3046676 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -3046727.750000 Penalty: 5131.802734
	Iteration 11Q: 3 clusters Score -3046728 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11301 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -3046804.500000 Penalty: 5131.802734
	Iteration 12Q: 3 clusters Score -3046804 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 20128 members 
Entering Unmasked Estep 
Score: -3046859.250000 Penalty: 5131.802734
	Iteration 13Q: 3 clusters Score -3046859 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 20395 members 
Entering Unmasked Estep 
Score: -3046903.000000 Penalty: 5131.802734
	Iteration 14Q: 3 clusters Score -3046903 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -3046974.500000 Penalty: 5131.802734
	Iteration 15Q: 3 clusters Score -3046974 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 20875 members 
Entering Unmasked Estep 
Score: -3047034.000000 Penalty: 5131.802734
	Iteration 16Q: 3 clusters Score -3047034 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10019 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -3047090.500000 Penalty: 5131.802734
	Iteration 17Q: 3 clusters Score -3047090 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -3047131.500000 Penalty: 5131.802734
	Iteration 18Q: 3 clusters Score -3047132 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9584 members 
Mstep: Class 2 contains 21560 members 
Entering Unmasked Estep 
Score: -3047167.000000 Penalty: 5131.802734
	Iteration 19Q: 3 clusters Score -3047167 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3047191.500000 Penalty: 5131.802734
	Iteration 20F: 3 clusters Score -3047192 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -3047232.000000 Penalty: 5131.802734
	Iteration 21Q: 3 clusters Score -3047232 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -3047259.750000 Penalty: 5131.802734
	Iteration 22Q: 3 clusters Score -3047260 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -3047274.000000 Penalty: 5131.802734
	Iteration 23Q: 3 clusters Score -3047274 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -3047302.000000 Penalty: 5131.802734
	Iteration 24Q: 3 clusters Score -3047302 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -3047307.500000 Penalty: 5131.802734
	Iteration 25Q: 3 clusters Score -3047308 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -3047331.000000 Penalty: 5131.802734
	Iteration 26Q: 3 clusters Score -3047331 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -3047348.750000 Penalty: 5131.802734
	Iteration 27Q: 3 clusters Score -3047349 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 22817 members 
Entering Unmasked Estep 
Score: -3047360.250000 Penalty: 5131.802734
	Iteration 28Q: 3 clusters Score -3047360 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -3047386.500000 Penalty: 5131.802734
	Iteration 29Q: 3 clusters Score -3047386 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -3047402.000000 Penalty: 5131.802734
	Iteration 30Q: 3 clusters Score -3047402 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 23046 members 
Entering Unmasked Estep 
Score: -3047399.500000 Penalty: 5131.802734
	Iteration 31Q: 3 clusters Score -3047400 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -3047414.500000 Penalty: 5131.802734
	Iteration 32Q: 3 clusters Score -3047414 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -3047423.500000 Penalty: 5131.802734
	Iteration 33Q: 3 clusters Score -3047424 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -3047425.750000 Penalty: 5131.802734
	Iteration 34Q: 3 clusters Score -3047426 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -3047429.250000 Penalty: 5131.802734
	Iteration 35Q: 3 clusters Score -3047429 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -3047423.500000 Penalty: 5131.802734
	Iteration 36Q: 3 clusters Score -3047424 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -3047423.250000 Penalty: 5131.802734
	Iteration 37Q: 3 clusters Score -3047423 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -3047431.500000 Penalty: 5131.802734
	Iteration 38Q: 3 clusters Score -3047432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -3047435.000000 Penalty: 5131.802734
	Iteration 39Q: 3 clusters Score -3047435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 23395 members 
Entering Unmasked Estep 
Score: -3047431.750000 Penalty: 5131.802734
	Iteration 40F: 3 clusters Score -3047432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -3047431.250000 Penalty: 5131.802734
	Iteration 41Q: 3 clusters Score -3047431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -3047438.500000 Penalty: 5131.802734
	Iteration 42Q: 3 clusters Score -3047438 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -3047441.000000 Penalty: 5131.802734
	Iteration 43Q: 3 clusters Score -3047441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -3047439.250000 Penalty: 5131.802734
	Iteration 44Q: 3 clusters Score -3047439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -3047437.750000 Penalty: 5131.802734
	Iteration 45Q: 3 clusters Score -3047438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -3047441.750000 Penalty: 5131.802734
	Iteration 46Q: 3 clusters Score -3047442 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 23467 members 
Entering Unmasked Estep 
Score: -3047439.750000 Penalty: 5131.802734
	Iteration 47Q: 3 clusters Score -3047440 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 23475 members 
Entering Unmasked Estep 
Score: -3047442.750000 Penalty: 5131.802734
	Iteration 48Q: 3 clusters Score -3047443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 23480 members 
Entering Unmasked Estep 
Score: -3047447.000000 Penalty: 5131.802734
	Iteration 49Q: 3 clusters Score -3047447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 23483 members 
Entering Unmasked Estep 
Score: -3047447.000000 Penalty: 5131.802734
	Iteration 50Q: 3 clusters Score -3047447 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 23485 members 
Entering Unmasked Estep 
Score: -3047447.500000 Penalty: 5131.802734
	Iteration 51Q: 3 clusters Score -3047448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -3047444.750000 Penalty: 5131.802734
	Iteration 52Q: 3 clusters Score -3047445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -3047443.250000 Penalty: 5131.802734
	Iteration 53Q: 3 clusters Score -3047443 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 23495 members 
Entering Unmasked Estep 
Score: -3047443.750000 Penalty: 5131.802734
	Iteration 54Q: 3 clusters Score -3047444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 23503 members 
Entering Unmasked Estep 
Score: -3047447.250000 Penalty: 5131.802734
	Iteration 55Q: 3 clusters Score -3047447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3047448.500000 Penalty: 5131.802734
	Iteration 56Q: 3 clusters Score -3047448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -3047446.250000 Penalty: 5131.802734
	Iteration 57Q: 3 clusters Score -3047446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 23520 members 
Entering Unmasked Estep 
Score: -3047455.750000 Penalty: 5131.802734
	Iteration 58Q: 3 clusters Score -3047456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -3047456.500000 Penalty: 5131.802734
	Iteration 59Q: 3 clusters Score -3047456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -3047458.750000 Penalty: 5131.802734
	Iteration 60F: 3 clusters Score -3047459 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -3047451.250000 Penalty: 5131.802734
	Iteration 61Q: 3 clusters Score -3047451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -3047453.750000 Penalty: 5131.802734
	Iteration 62Q: 3 clusters Score -3047454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -3047455.250000 Penalty: 5131.802734
	Iteration 63Q: 3 clusters Score -3047455 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -3047463.000000 Penalty: 5131.802734
	Iteration 64Q: 3 clusters Score -3047463 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -3047466.250000 Penalty: 5131.802734
	Iteration 65Q: 3 clusters Score -3047466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 23621 members 
Entering Unmasked Estep 
Score: -3047466.750000 Penalty: 5131.802734
	Iteration 66Q: 3 clusters Score -3047467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -3047466.000000 Penalty: 5131.802734
	Iteration 67Q: 3 clusters Score -3047466 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 23645 members 
Entering Unmasked Estep 
Score: -3047469.000000 Penalty: 5131.802734
	Iteration 68Q: 3 clusters Score -3047469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 23663 members 
Entering Unmasked Estep 
Score: -3047463.750000 Penalty: 5131.802734
	Iteration 69Q: 3 clusters Score -3047464 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 23680 members 
Entering Unmasked Estep 
Score: -3047465.250000 Penalty: 5131.802734
	Iteration 70Q: 3 clusters Score -3047465 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -3047465.500000 Penalty: 5131.802734
	Iteration 71Q: 3 clusters Score -3047466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 23731 members 
Entering Unmasked Estep 
Score: -3047477.750000 Penalty: 5131.802734
	Iteration 72Q: 3 clusters Score -3047478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -3047477.250000 Penalty: 5131.802734
	Iteration 73Q: 3 clusters Score -3047477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -3047486.250000 Penalty: 5131.802734
	Iteration 74Q: 3 clusters Score -3047486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -3047486.250000 Penalty: 5131.802734
	Iteration 75Q: 3 clusters Score -3047486 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3047486.500000 Penalty: 5131.802734
	Iteration 76Q: 3 clusters Score -3047486 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 23851 members 
Entering Unmasked Estep 
Score: -3047489.000000 Penalty: 5131.802734
	Iteration 77Q: 3 clusters Score -3047489 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7278 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -3047491.750000 Penalty: 5131.802734
	Iteration 78Q: 3 clusters Score -3047492 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -3047489.000000 Penalty: 5131.802734
	Iteration 79Q: 3 clusters Score -3047489 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -3047483.250000 Penalty: 5131.802734
	Iteration 80F: 3 clusters Score -3047483 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Mstep: Class 2 contains 23912 members 
Entering Unmasked Estep 
Score: -3047489.000000 Penalty: 5131.802734
	Iteration 81Q: 3 clusters Score -3047489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -3047499.750000 Penalty: 5131.802734
	Iteration 82Q: 3 clusters Score -3047500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 23928 members 
Entering Unmasked Estep 
Score: -3047495.750000 Penalty: 5131.802734
	Iteration 83Q: 3 clusters Score -3047496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -3047495.250000 Penalty: 5131.802734
	Iteration 84Q: 3 clusters Score -3047495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -3047490.500000 Penalty: 5131.802734
	Iteration 85Q: 3 clusters Score -3047490 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -3047493.250000 Penalty: 5131.802734
	Iteration 86Q: 3 clusters Score -3047493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3047497.000000 Penalty: 5131.802734
	Iteration 87Q: 3 clusters Score -3047497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -3047495.500000 Penalty: 5131.802734
	Iteration 88Q: 3 clusters Score -3047496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3047495.750000 Penalty: 5131.802734
	Iteration 89Q: 3 clusters Score -3047496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7200 members 
Mstep: Class 2 contains 23944 members 
Entering Unmasked Estep 
Score: -3047496.250000 Penalty: 5131.802734
	Iteration 90Q: 3 clusters Score -3047496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -3047497.000000 Penalty: 5131.802734
	Iteration 91Q: 3 clusters Score -3047497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
Score: -3047495.750000 Penalty: 5131.802734
	Iteration 92Q: 3 clusters Score -3047496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -3047499.250000 Penalty: 5131.802734
	Iteration 93Q: 3 clusters Score -3047499 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -3047501.000000 Penalty: 5131.802734
	Iteration 94Q: 3 clusters Score -3047501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 23959 members 
Entering Unmasked Estep 
Score: -3047501.750000 Penalty: 5131.802734
	Iteration 95Q: 3 clusters Score -3047502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3047501.000000 Penalty: 5131.802734
	Iteration 96Q: 3 clusters Score -3047501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -3047494.750000 Penalty: 5131.802734
	Iteration 97Q: 3 clusters Score -3047495 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 23971 members 
Entering Unmasked Estep 
Score: -3047496.500000 Penalty: 5131.802734
	Iteration 98Q: 3 clusters Score -3047496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 23973 members 
Entering Unmasked Estep 
Score: -3047495.250000 Penalty: 5131.802734
	Iteration 99Q: 3 clusters Score -3047495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -3047493.750000 Penalty: 5131.802734
	Iteration 100F: 3 clusters Score -3047494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -3047496.750000 Penalty: 5131.802734
	Iteration 101Q: 3 clusters Score -3047497 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -3047497.750000 Penalty: 5131.802734
	Iteration 102Q: 3 clusters Score -3047498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3047496.000000 Penalty: 5131.802734
	Iteration 103Q: 3 clusters Score -3047496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3047496.000000 Penalty: 5131.802734
	Iteration 104F: 3 clusters Score -3047496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191775 members 
Mstep: Class 6 contains 25557 members 
Mstep: Class 7 contains 41863 members 
Mstep: Class 8 contains 297034 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 153949 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 29098 members 
Mstep: Class 13 contains 38521 members 
Mstep: Class 14 contains 30849 members 
Mstep: Class 15 contains 3128 members 
Mstep: Class 16 contains 7160 members 
Mstep: Class 17 contains 227271 members 
Mstep: Class 18 contains 38702 members 
Mstep: Class 19 contains 9638 members 
Mstep: Class 20 contains 18322 members 
Mstep: Class 21 contains 229494 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 23984 members 
Entering Unmasked Estep 
Score: -161401648.000000 Penalty: 84311.421875
Splitting cluster 16 changes total score from -161383952.000000 to -161401648.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 17 (227271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227271 members 
Entering Unmasked Estep 
Score: -26751064.000000 Penalty: 3058.806885
	Iteration 0F: 2 clusters Score -2.675106e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113482 members 
Mstep: Class 2 contains 113789 members 
Entering Unmasked Estep 
Score: -26602322.000000 Penalty: 6117.613770
	Iteration 0F: 3 clusters Score -2.660232e+07 nChanged 109286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111164 members 
Mstep: Class 2 contains 116107 members 
Entering Unmasked Estep 
Score: -26667136.000000 Penalty: 6117.613770
	Iteration 1F: 3 clusters Score -2.666714e+07 nChanged 6816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110202 members 
Mstep: Class 2 contains 117069 members 
Entering Unmasked Estep 
Score: -26668808.000000 Penalty: 6117.613770
	Iteration 2Q: 3 clusters Score -2.666881e+07 nChanged 7387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108737 members 
Mstep: Class 2 contains 118534 members 
Entering Unmasked Estep 
Score: -26670654.000000 Penalty: 6117.613770
	Iteration 3Q: 3 clusters Score -2.667065e+07 nChanged 8385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106474 members 
Mstep: Class 2 contains 120797 members 
Entering Unmasked Estep 
Score: -26673464.000000 Penalty: 6117.613770
	Iteration 4Q: 3 clusters Score -2.667346e+07 nChanged 9597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103187 members 
Mstep: Class 2 contains 124084 members 
Entering Unmasked Estep 
Score: -26677532.000000 Penalty: 6117.613770
	Iteration 5Q: 3 clusters Score -2.667753e+07 nChanged 10898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98417 members 
Mstep: Class 2 contains 128854 members 
Entering Unmasked Estep 
Score: -26682824.000000 Penalty: 6117.613770
	Iteration 6Q: 3 clusters Score -2.668282e+07 nChanged 12247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91838 members 
Mstep: Class 2 contains 135433 members 
Entering Unmasked Estep 
Score: -26689994.000000 Penalty: 6117.613770
	Iteration 7F: 3 clusters Score -2.668999e+07 nChanged 13653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83625 members 
Mstep: Class 2 contains 143646 members 
Entering Unmasked Estep 
Score: -26699232.000000 Penalty: 6117.613770
	Iteration 8F: 3 clusters Score -2.669923e+07 nChanged 14266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74405 members 
Mstep: Class 2 contains 152866 members 
Entering Unmasked Estep 
Score: -26710538.000000 Penalty: 6117.613770
	Iteration 9F: 3 clusters Score -2.671054e+07 nChanged 13524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65833 members 
Mstep: Class 2 contains 161438 members 
Entering Unmasked Estep 
Score: -26721636.000000 Penalty: 6117.613770
	Iteration 10F: 3 clusters Score -2.672164e+07 nChanged 11012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59165 members 
Mstep: Class 2 contains 168106 members 
Entering Unmasked Estep 
Score: -26729992.000000 Penalty: 6117.613770
	Iteration 11Q: 3 clusters Score -2.672999e+07 nChanged 8109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54426 members 
Mstep: Class 2 contains 172845 members 
Entering Unmasked Estep 
Score: -26735208.000000 Penalty: 6117.613770
	Iteration 12Q: 3 clusters Score -2.673521e+07 nChanged 5860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 176405 members 
Entering Unmasked Estep 
Score: -26738074.000000 Penalty: 6117.613770
	Iteration 13Q: 3 clusters Score -2.673807e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47905 members 
Mstep: Class 2 contains 179366 members 
Entering Unmasked Estep 
Score: -26739936.000000 Penalty: 6117.613770
	Iteration 14Q: 3 clusters Score -2.673994e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 181952 members 
Entering Unmasked Estep 
Score: -26741134.000000 Penalty: 6117.613770
	Iteration 15Q: 3 clusters Score -2.674113e+07 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43014 members 
Mstep: Class 2 contains 184257 members 
Entering Unmasked Estep 
Score: -26742084.000000 Penalty: 6117.613770
	Iteration 16Q: 3 clusters Score -2.674208e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40920 members 
Mstep: Class 2 contains 186351 members 
Entering Unmasked Estep 
Score: -26742728.000000 Penalty: 6117.613770
	Iteration 17Q: 3 clusters Score -2.674273e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 188418 members 
Entering Unmasked Estep 
Score: -26743384.000000 Penalty: 6117.613770
	Iteration 18Q: 3 clusters Score -2.674338e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 190450 members 
Entering Unmasked Estep 
Score: -26743932.000000 Penalty: 6117.613770
	Iteration 19Q: 3 clusters Score -2.674393e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34800 members 
Mstep: Class 2 contains 192471 members 
Entering Unmasked Estep 
Score: -26744464.000000 Penalty: 6117.613770
	Iteration 20F: 3 clusters Score -2.674446e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 194463 members 
Entering Unmasked Estep 
Score: -26745164.000000 Penalty: 6117.613770
	Iteration 21Q: 3 clusters Score -2.674516e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 196391 members 
Entering Unmasked Estep 
Score: -26745566.000000 Penalty: 6117.613770
	Iteration 22Q: 3 clusters Score -2.674557e+07 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 198304 members 
Entering Unmasked Estep 
Score: -26745942.000000 Penalty: 6117.613770
	Iteration 23Q: 3 clusters Score -2.674594e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27007 members 
Mstep: Class 2 contains 200264 members 
Entering Unmasked Estep 
Score: -26746572.000000 Penalty: 6117.613770
	Iteration 24Q: 3 clusters Score -2.674657e+07 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 202203 members 
Entering Unmasked Estep 
Score: -26747106.000000 Penalty: 6117.613770
	Iteration 25Q: 3 clusters Score -2.674711e+07 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 204019 members 
Entering Unmasked Estep 
Score: -26747496.000000 Penalty: 6117.613770
	Iteration 26Q: 3 clusters Score -2.67475e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 205787 members 
Entering Unmasked Estep 
Score: -26747782.000000 Penalty: 6117.613770
	Iteration 27Q: 3 clusters Score -2.674778e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 207510 members 
Entering Unmasked Estep 
Score: -26748416.000000 Penalty: 6117.613770
	Iteration 28Q: 3 clusters Score -2.674842e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 209082 members 
Entering Unmasked Estep 
Score: -26748932.000000 Penalty: 6117.613770
	Iteration 29Q: 3 clusters Score -2.674893e+07 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16696 members 
Mstep: Class 2 contains 210575 members 
Entering Unmasked Estep 
Score: -26749242.000000 Penalty: 6117.613770
	Iteration 30Q: 3 clusters Score -2.674924e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 211922 members 
Entering Unmasked Estep 
Score: -26749610.000000 Penalty: 6117.613770
	Iteration 31Q: 3 clusters Score -2.674961e+07 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 213139 members 
Entering Unmasked Estep 
Score: -26749970.000000 Penalty: 6117.613770
	Iteration 32Q: 3 clusters Score -2.674997e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 214237 members 
Entering Unmasked Estep 
Score: -26750242.000000 Penalty: 6117.613770
	Iteration 33Q: 3 clusters Score -2.675024e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Mstep: Class 2 contains 215180 members 
Entering Unmasked Estep 
Score: -26750502.000000 Penalty: 6117.613770
	Iteration 34Q: 3 clusters Score -2.67505e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 215966 members 
Entering Unmasked Estep 
Score: -26750732.000000 Penalty: 6117.613770
	Iteration 35Q: 3 clusters Score -2.675073e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 216695 members 
Entering Unmasked Estep 
Score: -26750886.000000 Penalty: 6117.613770
	Iteration 36Q: 3 clusters Score -2.675089e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 217315 members 
Entering Unmasked Estep 
Score: -26750964.000000 Penalty: 6117.613770
	Iteration 37Q: 3 clusters Score -2.675096e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 217814 members 
Entering Unmasked Estep 
Score: -26750966.000000 Penalty: 6117.613770
	Iteration 38Q: 3 clusters Score -2.675097e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 218239 members 
Entering Unmasked Estep 
Score: -26751048.000000 Penalty: 6117.613770
	Iteration 39Q: 3 clusters Score -2.675105e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 218559 members 
Entering Unmasked Estep 
Score: -26751076.000000 Penalty: 6117.613770
	Iteration 40F: 3 clusters Score -2.675108e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 218847 members 
Entering Unmasked Estep 
Score: -26751146.000000 Penalty: 6117.613770
	Iteration 41Q: 3 clusters Score -2.675115e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 219088 members 
Entering Unmasked Estep 
Score: -26751176.000000 Penalty: 6117.613770
	Iteration 42Q: 3 clusters Score -2.675118e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 219314 members 
Entering Unmasked Estep 
Score: -26751174.000000 Penalty: 6117.613770
	Iteration 43Q: 3 clusters Score -2.675117e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 219521 members 
Entering Unmasked Estep 
Score: -26751204.000000 Penalty: 6117.613770
	Iteration 44Q: 3 clusters Score -2.67512e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 219725 members 
Entering Unmasked Estep 
Score: -26751240.000000 Penalty: 6117.613770
	Iteration 45Q: 3 clusters Score -2.675124e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 219895 members 
Entering Unmasked Estep 
Score: -26751252.000000 Penalty: 6117.613770
	Iteration 46Q: 3 clusters Score -2.675125e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 220033 members 
Entering Unmasked Estep 
Score: -26751286.000000 Penalty: 6117.613770
	Iteration 47Q: 3 clusters Score -2.675129e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 220179 members 
Entering Unmasked Estep 
Score: -26751264.000000 Penalty: 6117.613770
	Iteration 48Q: 3 clusters Score -2.675126e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 220320 members 
Entering Unmasked Estep 
Score: -26751226.000000 Penalty: 6117.613770
	Iteration 49Q: 3 clusters Score -2.675123e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 220439 members 
Entering Unmasked Estep 
Score: -26751274.000000 Penalty: 6117.613770
	Iteration 50Q: 3 clusters Score -2.675127e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 220535 members 
Entering Unmasked Estep 
Score: -26751280.000000 Penalty: 6117.613770
	Iteration 51Q: 3 clusters Score -2.675128e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 220615 members 
Entering Unmasked Estep 
Score: -26751240.000000 Penalty: 6117.613770
	Iteration 52Q: 3 clusters Score -2.675124e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 220696 members 
Entering Unmasked Estep 
Score: -26751242.000000 Penalty: 6117.613770
	Iteration 53Q: 3 clusters Score -2.675124e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 220772 members 
Entering Unmasked Estep 
Score: -26751314.000000 Penalty: 6117.613770
	Iteration 54Q: 3 clusters Score -2.675131e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 220834 members 
Entering Unmasked Estep 
Score: -26751328.000000 Penalty: 6117.613770
	Iteration 55Q: 3 clusters Score -2.675133e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 220903 members 
Entering Unmasked Estep 
Score: -26751304.000000 Penalty: 6117.613770
	Iteration 56Q: 3 clusters Score -2.67513e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 220974 members 
Entering Unmasked Estep 
Score: -26751344.000000 Penalty: 6117.613770
	Iteration 57Q: 3 clusters Score -2.675134e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 221041 members 
Entering Unmasked Estep 
Score: -26751350.000000 Penalty: 6117.613770
	Iteration 58Q: 3 clusters Score -2.675135e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 221084 members 
Entering Unmasked Estep 
Score: -26751380.000000 Penalty: 6117.613770
	Iteration 59Q: 3 clusters Score -2.675138e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 221121 members 
Entering Unmasked Estep 
Score: -26751336.000000 Penalty: 6117.613770
	Iteration 60F: 3 clusters Score -2.675134e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 221146 members 
Entering Unmasked Estep 
Score: -26751346.000000 Penalty: 6117.613770
	Iteration 61Q: 3 clusters Score -2.675135e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 221184 members 
Entering Unmasked Estep 
Score: -26751354.000000 Penalty: 6117.613770
	Iteration 62Q: 3 clusters Score -2.675135e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 221228 members 
Entering Unmasked Estep 
Score: -26751372.000000 Penalty: 6117.613770
	Iteration 63Q: 3 clusters Score -2.675137e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 221268 members 
Entering Unmasked Estep 
Score: -26751398.000000 Penalty: 6117.613770
	Iteration 64Q: 3 clusters Score -2.67514e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 221301 members 
Entering Unmasked Estep 
Score: -26751392.000000 Penalty: 6117.613770
	Iteration 65Q: 3 clusters Score -2.675139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 221324 members 
Entering Unmasked Estep 
Score: -26751384.000000 Penalty: 6117.613770
	Iteration 66Q: 3 clusters Score -2.675138e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 221348 members 
Entering Unmasked Estep 
Score: -26751414.000000 Penalty: 6117.613770
	Iteration 67Q: 3 clusters Score -2.675141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 221372 members 
Entering Unmasked Estep 
Score: -26751390.000000 Penalty: 6117.613770
	Iteration 68Q: 3 clusters Score -2.675139e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 221397 members 
Entering Unmasked Estep 
Score: -26751396.000000 Penalty: 6117.613770
	Iteration 69Q: 3 clusters Score -2.67514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 221423 members 
Entering Unmasked Estep 
Score: -26751406.000000 Penalty: 6117.613770
	Iteration 70Q: 3 clusters Score -2.675141e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 221443 members 
Entering Unmasked Estep 
Score: -26751444.000000 Penalty: 6117.613770
	Iteration 71Q: 3 clusters Score -2.675144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 221461 members 
Entering Unmasked Estep 
Score: -26751424.000000 Penalty: 6117.613770
	Iteration 72Q: 3 clusters Score -2.675142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 221480 members 
Entering Unmasked Estep 
Score: -26751404.000000 Penalty: 6117.613770
	Iteration 73Q: 3 clusters Score -2.67514e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 221502 members 
Entering Unmasked Estep 
Score: -26751412.000000 Penalty: 6117.613770
	Iteration 74Q: 3 clusters Score -2.675141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 221519 members 
Entering Unmasked Estep 
Score: -26751408.000000 Penalty: 6117.613770
	Iteration 75Q: 3 clusters Score -2.675141e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 221532 members 
Entering Unmasked Estep 
Score: -26751416.000000 Penalty: 6117.613770
	Iteration 76Q: 3 clusters Score -2.675142e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 221549 members 
Entering Unmasked Estep 
Score: -26751422.000000 Penalty: 6117.613770
	Iteration 77Q: 3 clusters Score -2.675142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 221566 members 
Entering Unmasked Estep 
Score: -26751436.000000 Penalty: 6117.613770
	Iteration 78Q: 3 clusters Score -2.675144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 221578 members 
Entering Unmasked Estep 
Score: -26751428.000000 Penalty: 6117.613770
	Iteration 79Q: 3 clusters Score -2.675143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 221595 members 
Entering Unmasked Estep 
Score: -26751440.000000 Penalty: 6117.613770
	Iteration 80F: 3 clusters Score -2.675144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 221611 members 
Entering Unmasked Estep 
Score: -26751438.000000 Penalty: 6117.613770
	Iteration 81Q: 3 clusters Score -2.675144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 221621 members 
Entering Unmasked Estep 
Score: -26751436.000000 Penalty: 6117.613770
	Iteration 82Q: 3 clusters Score -2.675144e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 221630 members 
Entering Unmasked Estep 
Score: -26751458.000000 Penalty: 6117.613770
	Iteration 83Q: 3 clusters Score -2.675146e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 221642 members 
Entering Unmasked Estep 
Score: -26751452.000000 Penalty: 6117.613770
	Iteration 84Q: 3 clusters Score -2.675145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 221653 members 
Entering Unmasked Estep 
Score: -26751452.000000 Penalty: 6117.613770
	Iteration 85Q: 3 clusters Score -2.675145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 221662 members 
Entering Unmasked Estep 
Score: -26751448.000000 Penalty: 6117.613770
	Iteration 86Q: 3 clusters Score -2.675145e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 221673 members 
Entering Unmasked Estep 
Score: -26751464.000000 Penalty: 6117.613770
	Iteration 87Q: 3 clusters Score -2.675146e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 221684 members 
Entering Unmasked Estep 
Score: -26751452.000000 Penalty: 6117.613770
	Iteration 88Q: 3 clusters Score -2.675145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 221689 members 
Entering Unmasked Estep 
Score: -26751454.000000 Penalty: 6117.613770
	Iteration 89Q: 3 clusters Score -2.675145e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 221692 members 
Entering Unmasked Estep 
Score: -26751446.000000 Penalty: 6117.613770
	Iteration 90Q: 3 clusters Score -2.675145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 221692 members 
Entering Unmasked Estep 
Score: -26751444.000000 Penalty: 6117.613770
	Iteration 91Q: 3 clusters Score -2.675144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 221694 members 
Entering Unmasked Estep 
Score: -26751450.000000 Penalty: 6117.613770
	Iteration 92Q: 3 clusters Score -2.675145e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 221696 members 
Entering Unmasked Estep 
Score: -26751458.000000 Penalty: 6117.613770
	Iteration 93Q: 3 clusters Score -2.675146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 221696 members 
Entering Unmasked Estep 
Score: -26751458.000000 Penalty: 6117.613770
	Iteration 94F: 3 clusters Score -2.675146e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191775 members 
Mstep: Class 6 contains 25557 members 
Mstep: Class 7 contains 41863 members 
Mstep: Class 8 contains 297034 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 153949 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 29098 members 
Mstep: Class 13 contains 38521 members 
Mstep: Class 14 contains 30849 members 
Mstep: Class 15 contains 3128 members 
Mstep: Class 16 contains 7160 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 38702 members 
Mstep: Class 19 contains 9638 members 
Mstep: Class 20 contains 18322 members 
Mstep: Class 21 contains 229494 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 23984 members 
Mstep: Class 25 contains 221696 members 
Entering Unmasked Estep 
Score: -161401984.000000 Penalty: 87824.398438
Splitting cluster 17 changes total score from -161383952.000000 to -161401984.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 18 (38702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38702 members 
Entering Unmasked Estep 
Score: -4618899.000000 Penalty: 2619.784180
	Iteration 0F: 2 clusters Score -4618899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19350 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -4592614.000000 Penalty: 5239.568359
	Iteration 0F: 3 clusters Score -4592614 nChanged 17787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -4602388.000000 Penalty: 5239.568359
	Iteration 1F: 3 clusters Score -4602388 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4603024.000000 Penalty: 5239.568359
	Iteration 2Q: 3 clusters Score -4603024 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19898 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -4603623.000000 Penalty: 5239.568359
	Iteration 3Q: 3 clusters Score -4603623 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -4604276.500000 Penalty: 5239.568359
	Iteration 4Q: 3 clusters Score -4604276 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -4605054.000000 Penalty: 5239.568359
	Iteration 5Q: 3 clusters Score -4605054 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -4605886.000000 Penalty: 5239.568359
	Iteration 6Q: 3 clusters Score -4605886 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21095 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -4606771.000000 Penalty: 5239.568359
	Iteration 7Q: 3 clusters Score -4606771 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21271 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -4607712.500000 Penalty: 5239.568359
	Iteration 8Q: 3 clusters Score -4607712 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21432 members 
Mstep: Class 2 contains 17270 members 
Entering Unmasked Estep 
Score: -4608639.000000 Penalty: 5239.568359
	Iteration 9Q: 3 clusters Score -4608639 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -4609600.500000 Penalty: 5239.568359
	Iteration 10Q: 3 clusters Score -4609600 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -4610372.500000 Penalty: 5239.568359
	Iteration 11Q: 3 clusters Score -4610372 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -4610946.000000 Penalty: 5239.568359
	Iteration 12Q: 3 clusters Score -4610946 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 17234 members 
Entering Unmasked Estep 
Score: -4611285.500000 Penalty: 5239.568359
	Iteration 13Q: 3 clusters Score -4611286 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -4611471.500000 Penalty: 5239.568359
	Iteration 14Q: 3 clusters Score -4611472 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -4611585.000000 Penalty: 5239.568359
	Iteration 15Q: 3 clusters Score -4611585 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -4611655.500000 Penalty: 5239.568359
	Iteration 16Q: 3 clusters Score -4611656 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -4611715.000000 Penalty: 5239.568359
	Iteration 17Q: 3 clusters Score -4611715 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20975 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -4611762.000000 Penalty: 5239.568359
	Iteration 18Q: 3 clusters Score -4611762 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -4611794.000000 Penalty: 5239.568359
	Iteration 19Q: 3 clusters Score -4611794 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -4611831.000000 Penalty: 5239.568359
	Iteration 20F: 3 clusters Score -4611831 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -4611868.000000 Penalty: 5239.568359
	Iteration 21Q: 3 clusters Score -4611868 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -4611893.000000 Penalty: 5239.568359
	Iteration 22Q: 3 clusters Score -4611893 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -4611939.000000 Penalty: 5239.568359
	Iteration 23Q: 3 clusters Score -4611939 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -4612015.500000 Penalty: 5239.568359
	Iteration 24Q: 3 clusters Score -4612016 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -4612050.000000 Penalty: 5239.568359
	Iteration 25Q: 3 clusters Score -4612050 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19974 members 
Mstep: Class 2 contains 18728 members 
Entering Unmasked Estep 
Score: -4612111.000000 Penalty: 5239.568359
	Iteration 26Q: 3 clusters Score -4612111 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -4612147.000000 Penalty: 5239.568359
	Iteration 27Q: 3 clusters Score -4612147 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -4612194.500000 Penalty: 5239.568359
	Iteration 28Q: 3 clusters Score -4612194 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -4612211.000000 Penalty: 5239.568359
	Iteration 29Q: 3 clusters Score -4612211 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -4612247.000000 Penalty: 5239.568359
	Iteration 30Q: 3 clusters Score -4612247 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19112 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -4612282.000000 Penalty: 5239.568359
	Iteration 31Q: 3 clusters Score -4612282 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -4612342.000000 Penalty: 5239.568359
	Iteration 32Q: 3 clusters Score -4612342 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 19923 members 
Entering Unmasked Estep 
Score: -4612386.500000 Penalty: 5239.568359
	Iteration 33Q: 3 clusters Score -4612386 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -4612434.000000 Penalty: 5239.568359
	Iteration 34Q: 3 clusters Score -4612434 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -4612462.000000 Penalty: 5239.568359
	Iteration 35Q: 3 clusters Score -4612462 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18235 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -4612482.500000 Penalty: 5239.568359
	Iteration 36Q: 3 clusters Score -4612482 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -4612513.000000 Penalty: 5239.568359
	Iteration 37Q: 3 clusters Score -4612513 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 20812 members 
Entering Unmasked Estep 
Score: -4612558.500000 Penalty: 5239.568359
	Iteration 38Q: 3 clusters Score -4612558 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17693 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -4612577.000000 Penalty: 5239.568359
	Iteration 39Q: 3 clusters Score -4612577 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4612592.500000 Penalty: 5239.568359
	Iteration 40F: 3 clusters Score -4612592 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4612630.500000 Penalty: 5239.568359
	Iteration 41Q: 3 clusters Score -4612630 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4612674.000000 Penalty: 5239.568359
	Iteration 42Q: 3 clusters Score -4612674 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4612691.500000 Penalty: 5239.568359
	Iteration 43Q: 3 clusters Score -4612692 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4612757.000000 Penalty: 5239.568359
	Iteration 44Q: 3 clusters Score -4612757 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -4612775.000000 Penalty: 5239.568359
	Iteration 45Q: 3 clusters Score -4612775 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -4612809.500000 Penalty: 5239.568359
	Iteration 46Q: 3 clusters Score -4612810 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -4612842.000000 Penalty: 5239.568359
	Iteration 47Q: 3 clusters Score -4612842 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 22941 members 
Entering Unmasked Estep 
Score: -4612880.500000 Penalty: 5239.568359
	Iteration 48Q: 3 clusters Score -4612880 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 23190 members 
Entering Unmasked Estep 
Score: -4612940.000000 Penalty: 5239.568359
	Iteration 49Q: 3 clusters Score -4612940 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -4613000.500000 Penalty: 5239.568359
	Iteration 50Q: 3 clusters Score -4613000 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -4613021.500000 Penalty: 5239.568359
	Iteration 51Q: 3 clusters Score -4613022 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -4613071.500000 Penalty: 5239.568359
	Iteration 52Q: 3 clusters Score -4613072 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -4613129.500000 Penalty: 5239.568359
	Iteration 53Q: 3 clusters Score -4613130 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14130 members 
Mstep: Class 2 contains 24572 members 
Entering Unmasked Estep 
Score: -4613168.500000 Penalty: 5239.568359
	Iteration 54Q: 3 clusters Score -4613168 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 24893 members 
Entering Unmasked Estep 
Score: -4613226.000000 Penalty: 5239.568359
	Iteration 55Q: 3 clusters Score -4613226 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 25205 members 
Entering Unmasked Estep 
Score: -4613299.500000 Penalty: 5239.568359
	Iteration 56Q: 3 clusters Score -4613300 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -4613380.000000 Penalty: 5239.568359
	Iteration 57Q: 3 clusters Score -4613380 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 25898 members 
Entering Unmasked Estep 
Score: -4613438.000000 Penalty: 5239.568359
	Iteration 58Q: 3 clusters Score -4613438 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 26284 members 
Entering Unmasked Estep 
Score: -4613555.500000 Penalty: 5239.568359
	Iteration 59Q: 3 clusters Score -4613556 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 26701 members 
Entering Unmasked Estep 
Score: -4613656.000000 Penalty: 5239.568359
	Iteration 60F: 3 clusters Score -4613656 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -4613778.000000 Penalty: 5239.568359
	Iteration 61Q: 3 clusters Score -4613778 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -4613874.500000 Penalty: 5239.568359
	Iteration 62Q: 3 clusters Score -4613874 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10771 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -4613974.000000 Penalty: 5239.568359
	Iteration 63Q: 3 clusters Score -4613974 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -4614109.000000 Penalty: 5239.568359
	Iteration 64Q: 3 clusters Score -4614109 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 28786 members 
Entering Unmasked Estep 
Score: -4614246.500000 Penalty: 5239.568359
	Iteration 65Q: 3 clusters Score -4614246 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 29233 members 
Entering Unmasked Estep 
Score: -4614366.000000 Penalty: 5239.568359
	Iteration 66Q: 3 clusters Score -4614366 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 29699 members 
Entering Unmasked Estep 
Score: -4614513.500000 Penalty: 5239.568359
	Iteration 67Q: 3 clusters Score -4614514 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 30131 members 
Entering Unmasked Estep 
Score: -4614671.000000 Penalty: 5239.568359
	Iteration 68Q: 3 clusters Score -4614671 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -4614821.000000 Penalty: 5239.568359
	Iteration 69Q: 3 clusters Score -4614821 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 31022 members 
Entering Unmasked Estep 
Score: -4614960.000000 Penalty: 5239.568359
	Iteration 70Q: 3 clusters Score -4614960 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 31447 members 
Entering Unmasked Estep 
Score: -4615082.500000 Penalty: 5239.568359
	Iteration 71Q: 3 clusters Score -4615082 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 31824 members 
Entering Unmasked Estep 
Score: -4615215.000000 Penalty: 5239.568359
	Iteration 72Q: 3 clusters Score -4615215 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 32189 members 
Entering Unmasked Estep 
Score: -4615334.000000 Penalty: 5239.568359
	Iteration 73Q: 3 clusters Score -4615334 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 32546 members 
Entering Unmasked Estep 
Score: -4615457.000000 Penalty: 5239.568359
	Iteration 74Q: 3 clusters Score -4615457 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 32873 members 
Entering Unmasked Estep 
Score: -4615561.500000 Penalty: 5239.568359
	Iteration 75Q: 3 clusters Score -4615562 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4615666.500000 Penalty: 5239.568359
	Iteration 76Q: 3 clusters Score -4615666 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -4615762.000000 Penalty: 5239.568359
	Iteration 77Q: 3 clusters Score -4615762 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -4615852.000000 Penalty: 5239.568359
	Iteration 78Q: 3 clusters Score -4615852 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -4615916.000000 Penalty: 5239.568359
	Iteration 79Q: 3 clusters Score -4615916 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 34211 members 
Entering Unmasked Estep 
Score: -4615998.500000 Penalty: 5239.568359
	Iteration 80F: 3 clusters Score -4615998 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 34445 members 
Entering Unmasked Estep 
Score: -4616092.500000 Penalty: 5239.568359
	Iteration 81Q: 3 clusters Score -4616092 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 34665 members 
Entering Unmasked Estep 
Score: -4616161.000000 Penalty: 5239.568359
	Iteration 82Q: 3 clusters Score -4616161 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -4616214.000000 Penalty: 5239.568359
	Iteration 83Q: 3 clusters Score -4616214 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -4616270.500000 Penalty: 5239.568359
	Iteration 84Q: 3 clusters Score -4616270 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 35251 members 
Entering Unmasked Estep 
Score: -4616353.500000 Penalty: 5239.568359
	Iteration 85Q: 3 clusters Score -4616354 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 35409 members 
Entering Unmasked Estep 
Score: -4616389.000000 Penalty: 5239.568359
	Iteration 86Q: 3 clusters Score -4616389 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -4616423.000000 Penalty: 5239.568359
	Iteration 87Q: 3 clusters Score -4616423 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 35741 members 
Entering Unmasked Estep 
Score: -4616463.000000 Penalty: 5239.568359
	Iteration 88Q: 3 clusters Score -4616463 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -4616519.000000 Penalty: 5239.568359
	Iteration 89Q: 3 clusters Score -4616519 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 36016 members 
Entering Unmasked Estep 
Score: -4616536.500000 Penalty: 5239.568359
	Iteration 90Q: 3 clusters Score -4616536 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4616552.500000 Penalty: 5239.568359
	Iteration 91Q: 3 clusters Score -4616552 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4616591.000000 Penalty: 5239.568359
	Iteration 92Q: 3 clusters Score -4616591 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 36309 members 
Entering Unmasked Estep 
Score: -4616617.000000 Penalty: 5239.568359
	Iteration 93Q: 3 clusters Score -4616617 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 36382 members 
Entering Unmasked Estep 
Score: -4616631.000000 Penalty: 5239.568359
	Iteration 94Q: 3 clusters Score -4616631 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 36434 members 
Entering Unmasked Estep 
Score: -4616657.000000 Penalty: 5239.568359
	Iteration 95Q: 3 clusters Score -4616657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -4616662.500000 Penalty: 5239.568359
	Iteration 96Q: 3 clusters Score -4616662 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 36539 members 
Entering Unmasked Estep 
Score: -4616684.000000 Penalty: 5239.568359
	Iteration 97Q: 3 clusters Score -4616684 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -4616701.000000 Penalty: 5239.568359
	Iteration 98Q: 3 clusters Score -4616701 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -4616718.000000 Penalty: 5239.568359
	Iteration 99Q: 3 clusters Score -4616718 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 36697 members 
Entering Unmasked Estep 
Score: -4616729.500000 Penalty: 5239.568359
	Iteration 100F: 3 clusters Score -4616730 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -4616736.000000 Penalty: 5239.568359
	Iteration 101Q: 3 clusters Score -4616736 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 36799 members 
Entering Unmasked Estep 
Score: -4616747.000000 Penalty: 5239.568359
	Iteration 102Q: 3 clusters Score -4616747 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 36840 members 
Entering Unmasked Estep 
Score: -4616744.500000 Penalty: 5239.568359
	Iteration 103Q: 3 clusters Score -4616744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -4616765.000000 Penalty: 5239.568359
	Iteration 104Q: 3 clusters Score -4616765 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 36902 members 
Entering Unmasked Estep 
Score: -4616757.500000 Penalty: 5239.568359
	Iteration 105Q: 3 clusters Score -4616758 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 36932 members 
Entering Unmasked Estep 
Score: -4616775.000000 Penalty: 5239.568359
	Iteration 106Q: 3 clusters Score -4616775 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -4616790.000000 Penalty: 5239.568359
	Iteration 107Q: 3 clusters Score -4616790 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -4616783.500000 Penalty: 5239.568359
	Iteration 108Q: 3 clusters Score -4616784 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -4616800.000000 Penalty: 5239.568359
	Iteration 109Q: 3 clusters Score -4616800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 37030 members 
Entering Unmasked Estep 
Score: -4616804.500000 Penalty: 5239.568359
	Iteration 110Q: 3 clusters Score -4616804 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 37041 members 
Entering Unmasked Estep 
Score: -4616804.000000 Penalty: 5239.568359
	Iteration 111Q: 3 clusters Score -4616804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -4616807.500000 Penalty: 5239.568359
	Iteration 112Q: 3 clusters Score -4616808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 37047 members 
Entering Unmasked Estep 
Score: -4616807.500000 Penalty: 5239.568359
	Iteration 113Q: 3 clusters Score -4616808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -4616808.000000 Penalty: 5239.568359
	Iteration 114Q: 3 clusters Score -4616808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 37052 members 
Entering Unmasked Estep 
Score: -4616802.000000 Penalty: 5239.568359
	Iteration 115Q: 3 clusters Score -4616802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 37058 members 
Entering Unmasked Estep 
Score: -4616809.000000 Penalty: 5239.568359
	Iteration 116Q: 3 clusters Score -4616809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 37063 members 
Entering Unmasked Estep 
Score: -4616817.500000 Penalty: 5239.568359
	Iteration 117Q: 3 clusters Score -4616818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
Score: -4616815.000000 Penalty: 5239.568359
	Iteration 118Q: 3 clusters Score -4616815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -4616819.000000 Penalty: 5239.568359
	Iteration 119Q: 3 clusters Score -4616819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 37077 members 
Entering Unmasked Estep 
Score: -4616812.500000 Penalty: 5239.568359
	Iteration 120F: 3 clusters Score -4616812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 37081 members 
Entering Unmasked Estep 
Score: -4616813.500000 Penalty: 5239.568359
	Iteration 121Q: 3 clusters Score -4616814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 37084 members 
Entering Unmasked Estep 
Score: -4616816.000000 Penalty: 5239.568359
	Iteration 122Q: 3 clusters Score -4616816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -4616814.000000 Penalty: 5239.568359
	Iteration 123Q: 3 clusters Score -4616814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -4616819.000000 Penalty: 5239.568359
	Iteration 124Q: 3 clusters Score -4616819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 37096 members 
Entering Unmasked Estep 
Score: -4616816.500000 Penalty: 5239.568359
	Iteration 125Q: 3 clusters Score -4616816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 37101 members 
Entering Unmasked Estep 
Score: -4616819.000000 Penalty: 5239.568359
	Iteration 126Q: 3 clusters Score -4616819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -4616822.000000 Penalty: 5239.568359
	Iteration 127Q: 3 clusters Score -4616822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -4616826.000000 Penalty: 5239.568359
	Iteration 128Q: 3 clusters Score -4616826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -4616823.000000 Penalty: 5239.568359
	Iteration 129Q: 3 clusters Score -4616823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -4616827.500000 Penalty: 5239.568359
	Iteration 130Q: 3 clusters Score -4616828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -4616827.000000 Penalty: 5239.568359
	Iteration 131Q: 3 clusters Score -4616827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 37122 members 
Entering Unmasked Estep 
Score: -4616820.500000 Penalty: 5239.568359
	Iteration 132Q: 3 clusters Score -4616820 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -4616827.500000 Penalty: 5239.568359
	Iteration 133Q: 3 clusters Score -4616828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 37128 members 
Entering Unmasked Estep 
Score: -4616829.000000 Penalty: 5239.568359
	Iteration 134Q: 3 clusters Score -4616829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -4616823.500000 Penalty: 5239.568359
	Iteration 135Q: 3 clusters Score -4616824 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 37131 members 
Entering Unmasked Estep 
Score: -4616823.500000 Penalty: 5239.568359
	Iteration 136F: 3 clusters Score -4616824 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (9638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Entering Unmasked Estep 
Score: -807550.937500 Penalty: 2275.020264
	Iteration 0F: 2 clusters Score -807550.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -800408.375000 Penalty: 4550.040527
	Iteration 0F: 3 clusters Score -800408.4 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -803475.437500 Penalty: 4550.040527
	Iteration 1F: 3 clusters Score -803475.4 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -804878.125000 Penalty: 4550.040527
	Iteration 2F: 3 clusters Score -804878.1 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -806090.500000 Penalty: 4550.040527
	Iteration 3F: 3 clusters Score -806090.5 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -806933.000000 Penalty: 4550.040527
	Iteration 4F: 3 clusters Score -806933 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -807442.812500 Penalty: 4550.040527
	Iteration 5F: 3 clusters Score -807442.8 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -807766.000000 Penalty: 4550.040527
	Iteration 6Q: 3 clusters Score -807766 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -807978.750000 Penalty: 4550.040527
	Iteration 7Q: 3 clusters Score -807978.8 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -808124.375000 Penalty: 4550.040527
	Iteration 8Q: 3 clusters Score -808124.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -808210.125000 Penalty: 4550.040527
	Iteration 9Q: 3 clusters Score -808210.1 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -808279.937500 Penalty: 4550.040527
	Iteration 10Q: 3 clusters Score -808279.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -808338.687500 Penalty: 4550.040527
	Iteration 11Q: 3 clusters Score -808338.7 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -808380.000000 Penalty: 4550.040527
	Iteration 12Q: 3 clusters Score -808380 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -808405.500000 Penalty: 4550.040527
	Iteration 13Q: 3 clusters Score -808405.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -808425.000000 Penalty: 4550.040527
	Iteration 14Q: 3 clusters Score -808425 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -808441.062500 Penalty: 4550.040527
	Iteration 15Q: 3 clusters Score -808441.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -808452.562500 Penalty: 4550.040527
	Iteration 16Q: 3 clusters Score -808452.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -808459.562500 Penalty: 4550.040527
	Iteration 17Q: 3 clusters Score -808459.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -808466.937500 Penalty: 4550.040527
	Iteration 18Q: 3 clusters Score -808466.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -808475.625000 Penalty: 4550.040527
	Iteration 19Q: 3 clusters Score -808475.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -808483.125000 Penalty: 4550.040527
	Iteration 20F: 3 clusters Score -808483.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -808486.500000 Penalty: 4550.040527
	Iteration 21Q: 3 clusters Score -808486.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -808491.875000 Penalty: 4550.040527
	Iteration 22Q: 3 clusters Score -808491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -808491.437500 Penalty: 4550.040527
	Iteration 23Q: 3 clusters Score -808491.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -808493.000000 Penalty: 4550.040527
	Iteration 24Q: 3 clusters Score -808493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -808492.625000 Penalty: 4550.040527
	Iteration 25Q: 3 clusters Score -808492.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -808493.375000 Penalty: 4550.040527
	Iteration 26Q: 3 clusters Score -808493.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -808496.125000 Penalty: 4550.040527
	Iteration 27Q: 3 clusters Score -808496.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -808498.500000 Penalty: 4550.040527
	Iteration 28Q: 3 clusters Score -808498.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -808497.625000 Penalty: 4550.040527
	Iteration 29Q: 3 clusters Score -808497.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -808498.500000 Penalty: 4550.040527
	Iteration 30Q: 3 clusters Score -808498.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -808500.062500 Penalty: 4550.040527
	Iteration 31Q: 3 clusters Score -808500.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -808498.937500 Penalty: 4550.040527
	Iteration 32Q: 3 clusters Score -808498.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -808501.125000 Penalty: 4550.040527
	Iteration 33Q: 3 clusters Score -808501.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -808502.875000 Penalty: 4550.040527
	Iteration 34Q: 3 clusters Score -808502.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -808502.687500 Penalty: 4550.040527
	Iteration 35Q: 3 clusters Score -808502.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -808503.437500 Penalty: 4550.040527
	Iteration 36Q: 3 clusters Score -808503.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -808504.375000 Penalty: 4550.040527
	Iteration 37Q: 3 clusters Score -808504.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -808503.187500 Penalty: 4550.040527
	Iteration 38Q: 3 clusters Score -808503.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -808503.312500 Penalty: 4550.040527
	Iteration 39Q: 3 clusters Score -808503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -808503.312500 Penalty: 4550.040527
	Iteration 40F: 3 clusters Score -808503.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191775 members 
Mstep: Class 6 contains 25557 members 
Mstep: Class 7 contains 41863 members 
Mstep: Class 8 contains 297034 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 153949 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 29098 members 
Mstep: Class 13 contains 38521 members 
Mstep: Class 14 contains 30849 members 
Mstep: Class 15 contains 3128 members 
Mstep: Class 16 contains 7160 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 38702 members 
Mstep: Class 19 contains 8207 members 
Mstep: Class 20 contains 18322 members 
Mstep: Class 21 contains 229494 members 
Mstep: Class 22 contains 1681 members 
Mstep: Class 23 contains 532 members 
Mstep: Class 24 contains 23984 members 
Mstep: Class 25 contains 221696 members 
Mstep: Class 26 contains 1431 members 
Entering Unmasked Estep 
Score: -161401312.000000 Penalty: 91337.375000
Splitting cluster 19 changes total score from -161383952.000000 to -161401312.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 21 (229494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229494 members 
Entering Unmasked Estep 
Score: -26970944.000000 Penalty: 3061.220703
	Iteration 0F: 2 clusters Score -2.697094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114755 members 
Mstep: Class 2 contains 114739 members 
Entering Unmasked Estep 
Score: -26821032.000000 Penalty: 6122.441406
	Iteration 0F: 3 clusters Score -2.682103e+07 nChanged 110548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117959 members 
Mstep: Class 2 contains 111535 members 
Entering Unmasked Estep 
Score: -26886864.000000 Penalty: 6122.441406
	Iteration 1F: 3 clusters Score -2.688686e+07 nChanged 7257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119776 members 
Mstep: Class 2 contains 109718 members 
Entering Unmasked Estep 
Score: -26888864.000000 Penalty: 6122.441406
	Iteration 2Q: 3 clusters Score -2.688886e+07 nChanged 8566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122396 members 
Mstep: Class 2 contains 107098 members 
Entering Unmasked Estep 
Score: -26891788.000000 Penalty: 6122.441406
	Iteration 3Q: 3 clusters Score -2.689179e+07 nChanged 10567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126181 members 
Mstep: Class 2 contains 103313 members 
Entering Unmasked Estep 
Score: -26896500.000000 Penalty: 6122.441406
	Iteration 4Q: 3 clusters Score -2.68965e+07 nChanged 12989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131798 members 
Mstep: Class 2 contains 97696 members 
Entering Unmasked Estep 
Score: -26903696.000000 Penalty: 6122.441406
	Iteration 5F: 3 clusters Score -2.69037e+07 nChanged 15391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139315 members 
Mstep: Class 2 contains 90179 members 
Entering Unmasked Estep 
Score: -26913634.000000 Penalty: 6122.441406
	Iteration 6F: 3 clusters Score -2.691363e+07 nChanged 16448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148275 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -26925516.000000 Penalty: 6122.441406
	Iteration 7F: 3 clusters Score -2.692552e+07 nChanged 15562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157291 members 
Mstep: Class 2 contains 72203 members 
Entering Unmasked Estep 
Score: -26938294.000000 Penalty: 6122.441406
	Iteration 8F: 3 clusters Score -2.693829e+07 nChanged 12785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164668 members 
Mstep: Class 2 contains 64826 members 
Entering Unmasked Estep 
Score: -26948784.000000 Penalty: 6122.441406
	Iteration 9F: 3 clusters Score -2.694878e+07 nChanged 9257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169845 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -26954464.000000 Penalty: 6122.441406
	Iteration 10Q: 3 clusters Score -2.695446e+07 nChanged 5949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173904 members 
Mstep: Class 2 contains 55590 members 
Entering Unmasked Estep 
Score: -26956818.000000 Penalty: 6122.441406
	Iteration 11Q: 3 clusters Score -2.695682e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177568 members 
Mstep: Class 2 contains 51926 members 
Entering Unmasked Estep 
Score: -26958264.000000 Penalty: 6122.441406
	Iteration 12Q: 3 clusters Score -2.695826e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180974 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -26959324.000000 Penalty: 6122.441406
	Iteration 13Q: 3 clusters Score -2.695932e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184273 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -26960238.000000 Penalty: 6122.441406
	Iteration 14Q: 3 clusters Score -2.696024e+07 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187424 members 
Mstep: Class 2 contains 42070 members 
Entering Unmasked Estep 
Score: -26960878.000000 Penalty: 6122.441406
	Iteration 15Q: 3 clusters Score -2.696088e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190416 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -26961552.000000 Penalty: 6122.441406
	Iteration 16Q: 3 clusters Score -2.696155e+07 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193218 members 
Mstep: Class 2 contains 36276 members 
Entering Unmasked Estep 
Score: -26962362.000000 Penalty: 6122.441406
	Iteration 17Q: 3 clusters Score -2.696236e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195895 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -26963040.000000 Penalty: 6122.441406
	Iteration 18Q: 3 clusters Score -2.696304e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198420 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -26963572.000000 Penalty: 6122.441406
	Iteration 19Q: 3 clusters Score -2.696357e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200728 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -26964118.000000 Penalty: 6122.441406
	Iteration 20F: 3 clusters Score -2.696412e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202874 members 
Mstep: Class 2 contains 26620 members 
Entering Unmasked Estep 
Score: -26964616.000000 Penalty: 6122.441406
	Iteration 21Q: 3 clusters Score -2.696462e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204890 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -26964856.000000 Penalty: 6122.441406
	Iteration 22Q: 3 clusters Score -2.696486e+07 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206837 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -26965348.000000 Penalty: 6122.441406
	Iteration 23Q: 3 clusters Score -2.696535e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208698 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -26965848.000000 Penalty: 6122.441406
	Iteration 24Q: 3 clusters Score -2.696585e+07 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210383 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -26966294.000000 Penalty: 6122.441406
	Iteration 25Q: 3 clusters Score -2.696629e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211983 members 
Mstep: Class 2 contains 17511 members 
Entering Unmasked Estep 
Score: -26966642.000000 Penalty: 6122.441406
	Iteration 26Q: 3 clusters Score -2.696664e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213418 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -26967000.000000 Penalty: 6122.441406
	Iteration 27Q: 3 clusters Score -2.6967e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214678 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -26967368.000000 Penalty: 6122.441406
	Iteration 28Q: 3 clusters Score -2.696737e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215854 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -26967670.000000 Penalty: 6122.441406
	Iteration 29Q: 3 clusters Score -2.696767e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216900 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -26967918.000000 Penalty: 6122.441406
	Iteration 30Q: 3 clusters Score -2.696792e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217825 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -26968060.000000 Penalty: 6122.441406
	Iteration 31Q: 3 clusters Score -2.696806e+07 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218625 members 
Mstep: Class 2 contains 10869 members 
Entering Unmasked Estep 
Score: -26968246.000000 Penalty: 6122.441406
	Iteration 32Q: 3 clusters Score -2.696825e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219365 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -26968496.000000 Penalty: 6122.441406
	Iteration 33Q: 3 clusters Score -2.69685e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219995 members 
Mstep: Class 2 contains 9499 members 
Entering Unmasked Estep 
Score: -26968758.000000 Penalty: 6122.441406
	Iteration 34Q: 3 clusters Score -2.696876e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220565 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -26968856.000000 Penalty: 6122.441406
	Iteration 35Q: 3 clusters Score -2.696886e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221072 members 
Mstep: Class 2 contains 8422 members 
Entering Unmasked Estep 
Score: -26968948.000000 Penalty: 6122.441406
	Iteration 36Q: 3 clusters Score -2.696895e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221541 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -26969026.000000 Penalty: 6122.441406
	Iteration 37Q: 3 clusters Score -2.696903e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221964 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -26969030.000000 Penalty: 6122.441406
	Iteration 38Q: 3 clusters Score -2.696903e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222316 members 
Mstep: Class 2 contains 7178 members 
Entering Unmasked Estep 
Score: -26969058.000000 Penalty: 6122.441406
	Iteration 39Q: 3 clusters Score -2.696906e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222648 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -26969118.000000 Penalty: 6122.441406
	Iteration 40F: 3 clusters Score -2.696912e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222929 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -26969130.000000 Penalty: 6122.441406
	Iteration 41Q: 3 clusters Score -2.696913e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223172 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -26969220.000000 Penalty: 6122.441406
	Iteration 42Q: 3 clusters Score -2.696922e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223390 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -26969280.000000 Penalty: 6122.441406
	Iteration 43Q: 3 clusters Score -2.696928e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223586 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -26969322.000000 Penalty: 6122.441406
	Iteration 44Q: 3 clusters Score -2.696932e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223746 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -26969312.000000 Penalty: 6122.441406
	Iteration 45Q: 3 clusters Score -2.696931e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223891 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -26969358.000000 Penalty: 6122.441406
	Iteration 46Q: 3 clusters Score -2.696936e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224024 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -26969434.000000 Penalty: 6122.441406
	Iteration 47Q: 3 clusters Score -2.696943e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224157 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -26969460.000000 Penalty: 6122.441406
	Iteration 48Q: 3 clusters Score -2.696946e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224280 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -26969436.000000 Penalty: 6122.441406
	Iteration 49Q: 3 clusters Score -2.696944e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224392 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -26969418.000000 Penalty: 6122.441406
	Iteration 50Q: 3 clusters Score -2.696942e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224507 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -26969398.000000 Penalty: 6122.441406
	Iteration 51Q: 3 clusters Score -2.69694e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224627 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -26969486.000000 Penalty: 6122.441406
	Iteration 52Q: 3 clusters Score -2.696949e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224717 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -26969488.000000 Penalty: 6122.441406
	Iteration 53Q: 3 clusters Score -2.696949e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224803 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -26969474.000000 Penalty: 6122.441406
	Iteration 54Q: 3 clusters Score -2.696947e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224892 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -26969518.000000 Penalty: 6122.441406
	Iteration 55Q: 3 clusters Score -2.696952e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224968 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -26969536.000000 Penalty: 6122.441406
	Iteration 56Q: 3 clusters Score -2.696954e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225038 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -26969578.000000 Penalty: 6122.441406
	Iteration 57Q: 3 clusters Score -2.696958e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225101 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -26969570.000000 Penalty: 6122.441406
	Iteration 58Q: 3 clusters Score -2.696957e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225167 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -26969574.000000 Penalty: 6122.441406
	Iteration 59Q: 3 clusters Score -2.696957e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225228 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -26969596.000000 Penalty: 6122.441406
	Iteration 60F: 3 clusters Score -2.69696e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225277 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -26969596.000000 Penalty: 6122.441406
	Iteration 61Q: 3 clusters Score -2.69696e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225323 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -26969564.000000 Penalty: 6122.441406
	Iteration 62Q: 3 clusters Score -2.696956e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225381 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -26969584.000000 Penalty: 6122.441406
	Iteration 63Q: 3 clusters Score -2.696958e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225431 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -26969608.000000 Penalty: 6122.441406
	Iteration 64Q: 3 clusters Score -2.696961e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225476 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -26969604.000000 Penalty: 6122.441406
	Iteration 65Q: 3 clusters Score -2.69696e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225511 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -26969616.000000 Penalty: 6122.441406
	Iteration 66Q: 3 clusters Score -2.696962e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225550 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -26969626.000000 Penalty: 6122.441406
	Iteration 67Q: 3 clusters Score -2.696963e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225583 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -26969632.000000 Penalty: 6122.441406
	Iteration 68Q: 3 clusters Score -2.696963e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225626 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -26969656.000000 Penalty: 6122.441406
	Iteration 69Q: 3 clusters Score -2.696966e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225655 members 
Mstep: Class 2 contains 3839 members 
Entering Unmasked Estep 
Score: -26969656.000000 Penalty: 6122.441406
	Iteration 70Q: 3 clusters Score -2.696966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225680 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -26969674.000000 Penalty: 6122.441406
	Iteration 71Q: 3 clusters Score -2.696967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225701 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -26969682.000000 Penalty: 6122.441406
	Iteration 72Q: 3 clusters Score -2.696968e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225712 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -26969676.000000 Penalty: 6122.441406
	Iteration 73Q: 3 clusters Score -2.696968e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225726 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -26969700.000000 Penalty: 6122.441406
	Iteration 74Q: 3 clusters Score -2.69697e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225748 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -26969700.000000 Penalty: 6122.441406
	Iteration 75Q: 3 clusters Score -2.69697e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225767 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -26969698.000000 Penalty: 6122.441406
	Iteration 76Q: 3 clusters Score -2.69697e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225786 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -26969710.000000 Penalty: 6122.441406
	Iteration 77Q: 3 clusters Score -2.696971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225797 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -26969714.000000 Penalty: 6122.441406
	Iteration 78Q: 3 clusters Score -2.696971e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225810 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -26969686.000000 Penalty: 6122.441406
	Iteration 79Q: 3 clusters Score -2.696969e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225825 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -26969672.000000 Penalty: 6122.441406
	Iteration 80F: 3 clusters Score -2.696967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225837 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -26969656.000000 Penalty: 6122.441406
	Iteration 81Q: 3 clusters Score -2.696966e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225853 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -26969654.000000 Penalty: 6122.441406
	Iteration 82Q: 3 clusters Score -2.696965e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225858 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -26969666.000000 Penalty: 6122.441406
	Iteration 83Q: 3 clusters Score -2.696967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225864 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -26969666.000000 Penalty: 6122.441406
	Iteration 84Q: 3 clusters Score -2.696967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225868 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -26969682.000000 Penalty: 6122.441406
	Iteration 85Q: 3 clusters Score -2.696968e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225873 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -26969672.000000 Penalty: 6122.441406
	Iteration 86Q: 3 clusters Score -2.696967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225877 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -26969696.000000 Penalty: 6122.441406
	Iteration 87Q: 3 clusters Score -2.69697e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225880 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -26969710.000000 Penalty: 6122.441406
	Iteration 88Q: 3 clusters Score -2.696971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225890 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -26969698.000000 Penalty: 6122.441406
	Iteration 89Q: 3 clusters Score -2.69697e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225901 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -26969710.000000 Penalty: 6122.441406
	Iteration 90Q: 3 clusters Score -2.696971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225910 members 
Mstep: Class 2 contains 3584 members 
Entering Unmasked Estep 
Score: -26969696.000000 Penalty: 6122.441406
	Iteration 91Q: 3 clusters Score -2.69697e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225917 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -26969728.000000 Penalty: 6122.441406
	Iteration 92Q: 3 clusters Score -2.696973e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225922 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -26969708.000000 Penalty: 6122.441406
	Iteration 93Q: 3 clusters Score -2.696971e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225926 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -26969712.000000 Penalty: 6122.441406
	Iteration 94Q: 3 clusters Score -2.696971e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225928 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -26969716.000000 Penalty: 6122.441406
	Iteration 95Q: 3 clusters Score -2.696972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225931 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -26969706.000000 Penalty: 6122.441406
	Iteration 96Q: 3 clusters Score -2.696971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225934 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -26969720.000000 Penalty: 6122.441406
	Iteration 97Q: 3 clusters Score -2.696972e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225936 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -26969710.000000 Penalty: 6122.441406
	Iteration 98Q: 3 clusters Score -2.696971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225940 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -26969716.000000 Penalty: 6122.441406
	Iteration 99Q: 3 clusters Score -2.696972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225941 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -26969712.000000 Penalty: 6122.441406
	Iteration 100F: 3 clusters Score -2.696971e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225944 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -26969736.000000 Penalty: 6122.441406
	Iteration 101Q: 3 clusters Score -2.696974e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225947 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -26969730.000000 Penalty: 6122.441406
	Iteration 102Q: 3 clusters Score -2.696973e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225949 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -26969734.000000 Penalty: 6122.441406
	Iteration 103Q: 3 clusters Score -2.696973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225949 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -26969734.000000 Penalty: 6122.441406
	Iteration 104F: 3 clusters Score -2.696973e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 10482 members 
Mstep: Class 3 contains 12782 members 
Mstep: Class 5 contains 191775 members 
Mstep: Class 7 contains 41863 members 
Mstep: Class 8 contains 297034 members 
Mstep: Class 9 contains 8948 members 
Mstep: Class 10 contains 153949 members 
Mstep: Class 11 contains 14972 members 
Mstep: Class 12 contains 29098 members 
Mstep: Class 13 contains 38521 members 
Mstep: Class 14 contains 30849 members 
Mstep: Class 15 contains 3128 members 
Mstep: Class 16 contains 7160 members 
Mstep: Class 17 contains 5575 members 
Mstep: Class 18 contains 38702 members 
Mstep: Class 19 contains 8207 members 
Mstep: Class 21 contains 229494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161408784.000000 Penalty: 91337.375000
Iteration 39Q: 27 clusters Score -1.614088e+08 nChanged 17889
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10846 members 
Mstep: Class 3 contains 12903 members 
Mstep: Class 4 contains 476 members 
Mstep: Class 5 contains 190428 members 
Mstep: Class 6 contains 25245 members 
Mstep: Class 7 contains 42315 members 
Mstep: Class 8 contains 297815 members 
Mstep: Class 9 contains 8924 members 
Mstep: Class 10 contains 153759 members 
Mstep: Class 11 contains 14957 members 
Mstep: Class 12 contains 29373 members 
Mstep: Class 13 contains 38872 members 
Mstep: Class 14 contains 30994 members 
Mstep: Class 15 contains 3456 members 
Mstep: Class 16 contains 7745 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 38762 members 
Mstep: Class 19 contains 8907 members 
Mstep: Class 20 contains 18021 members 
Mstep: Class 21 contains 230369 members 
Mstep: Class 22 contains 1688 members 
Mstep: Class 23 contains 530 members 
Mstep: Class 24 contains 22654 members 
Mstep: Class 25 contains 219905 members 
Mstep: Class 26 contains 1431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161414144.000000 Penalty: 91337.375000
Iteration 40F: 27 clusters Score -1.614141e+08 nChanged 16686
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10754 members 
Mstep: Class 3 contains 13763 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 188496 members 
Mstep: Class 6 contains 25107 members 
Mstep: Class 7 contains 42761 members 
Mstep: Class 8 contains 296249 members 
Mstep: Class 9 contains 8919 members 
Mstep: Class 10 contains 153315 members 
Mstep: Class 11 contains 14760 members 
Mstep: Class 12 contains 29791 members 
Mstep: Class 13 contains 38622 members 
Mstep: Class 14 contains 31143 members 
Mstep: Class 15 contains 3561 members 
Mstep: Class 16 contains 8018 members 
Mstep: Class 17 contains 5970 members 
Mstep: Class 18 contains 38650 members 
Mstep: Class 19 contains 8971 members 
Mstep: Class 20 contains 18176 members 
Mstep: Class 21 contains 229798 members 
Mstep: Class 22 contains 1949 members 
Mstep: Class 23 contains 553 members 
Mstep: Class 24 contains 22974 members 
Mstep: Class 25 contains 222005 members 
Mstep: Class 26 contains 1429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161417472.000000 Penalty: 91337.375000
Iteration 41Q: 27 clusters Score -1.614175e+08 nChanged 12499
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10806 members 
Mstep: Class 3 contains 14406 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 186697 members 
Mstep: Class 6 contains 24996 members 
Mstep: Class 7 contains 43214 members 
Mstep: Class 8 contains 295564 members 
Mstep: Class 9 contains 8930 members 
Mstep: Class 10 contains 152724 members 
Mstep: Class 11 contains 14641 members 
Mstep: Class 12 contains 30164 members 
Mstep: Class 13 contains 38456 members 
Mstep: Class 14 contains 31262 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 8196 members 
Mstep: Class 17 contains 6111 members 
Mstep: Class 18 contains 38544 members 
Mstep: Class 19 contains 9060 members 
Mstep: Class 20 contains 18274 members 
Mstep: Class 21 contains 229031 members 
Mstep: Class 22 contains 2033 members 
Mstep: Class 23 contains 574 members 
Mstep: Class 24 contains 23103 members 
Mstep: Class 25 contains 223926 members 
Mstep: Class 26 contains 1434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161419600.000000 Penalty: 91337.375000
Iteration 42Q: 27 clusters Score -1.614196e+08 nChanged 11004
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10867 members 
Mstep: Class 3 contains 14938 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 184970 members 
Mstep: Class 6 contains 24893 members 
Mstep: Class 7 contains 43663 members 
Mstep: Class 8 contains 295134 members 
Mstep: Class 9 contains 8939 members 
Mstep: Class 10 contains 152096 members 
Mstep: Class 11 contains 14560 members 
Mstep: Class 12 contains 30530 members 
Mstep: Class 13 contains 38333 members 
Mstep: Class 14 contains 31342 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 8301 members 
Mstep: Class 17 contains 6229 members 
Mstep: Class 18 contains 38454 members 
Mstep: Class 19 contains 9167 members 
Mstep: Class 20 contains 18368 members 
Mstep: Class 21 contains 228190 members 
Mstep: Class 22 contains 2058 members 
Mstep: Class 23 contains 591 members 
Mstep: Class 24 contains 23189 members 
Mstep: Class 25 contains 225884 members 
Mstep: Class 26 contains 1441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422048.000000 Penalty: 91337.375000
Iteration 43Q: 27 clusters Score -1.61422e+08 nChanged 10201
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10923 members 
Mstep: Class 3 contains 15325 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 183430 members 
Mstep: Class 6 contains 24798 members 
Mstep: Class 7 contains 44129 members 
Mstep: Class 8 contains 294905 members 
Mstep: Class 9 contains 8957 members 
Mstep: Class 10 contains 151369 members 
Mstep: Class 11 contains 14504 members 
Mstep: Class 12 contains 30865 members 
Mstep: Class 13 contains 38247 members 
Mstep: Class 14 contains 31420 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 8355 members 
Mstep: Class 17 contains 6352 members 
Mstep: Class 18 contains 38394 members 
Mstep: Class 19 contains 9267 members 
Mstep: Class 20 contains 18442 members 
Mstep: Class 21 contains 227213 members 
Mstep: Class 22 contains 2079 members 
Mstep: Class 23 contains 609 members 
Mstep: Class 24 contains 23268 members 
Mstep: Class 25 contains 227843 members 
Mstep: Class 26 contains 1443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423632.000000 Penalty: 91337.375000
Iteration 44Q: 27 clusters Score -1.614236e+08 nChanged 9489
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 10973 members 
Mstep: Class 3 contains 15654 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 181949 members 
Mstep: Class 6 contains 24706 members 
Mstep: Class 7 contains 44597 members 
Mstep: Class 8 contains 294828 members 
Mstep: Class 9 contains 8982 members 
Mstep: Class 10 contains 150574 members 
Mstep: Class 11 contains 14448 members 
Mstep: Class 12 contains 31137 members 
Mstep: Class 13 contains 38176 members 
Mstep: Class 14 contains 31519 members 
Mstep: Class 15 contains 3604 members 
Mstep: Class 16 contains 8398 members 
Mstep: Class 17 contains 6470 members 
Mstep: Class 18 contains 38377 members 
Mstep: Class 19 contains 9368 members 
Mstep: Class 20 contains 18486 members 
Mstep: Class 21 contains 226193 members 
Mstep: Class 22 contains 2092 members 
Mstep: Class 23 contains 614 members 
Mstep: Class 24 contains 23306 members 
Mstep: Class 25 contains 229834 members 
Mstep: Class 26 contains 1447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424752.000000 Penalty: 91337.375000
Iteration 45Q: 27 clusters Score -1.614248e+08 nChanged 8948
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11035 members 
Mstep: Class 3 contains 15951 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 180745 members 
Mstep: Class 6 contains 24612 members 
Mstep: Class 7 contains 45042 members 
Mstep: Class 8 contains 294676 members 
Mstep: Class 9 contains 8986 members 
Mstep: Class 10 contains 149807 members 
Mstep: Class 11 contains 14393 members 
Mstep: Class 12 contains 31395 members 
Mstep: Class 13 contains 38124 members 
Mstep: Class 14 contains 31590 members 
Mstep: Class 15 contains 3618 members 
Mstep: Class 16 contains 8445 members 
Mstep: Class 17 contains 6571 members 
Mstep: Class 18 contains 38378 members 
Mstep: Class 19 contains 9456 members 
Mstep: Class 20 contains 18515 members 
Mstep: Class 21 contains 225055 members 
Mstep: Class 22 contains 2102 members 
Mstep: Class 23 contains 617 members 
Mstep: Class 24 contains 23317 members 
Mstep: Class 25 contains 231852 members 
Mstep: Class 26 contains 1450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426096.000000 Penalty: 91337.375000
Iteration 46Q: 27 clusters Score -1.614261e+08 nChanged 8637
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11104 members 
Mstep: Class 3 contains 16194 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 179675 members 
Mstep: Class 6 contains 24525 members 
Mstep: Class 7 contains 45444 members 
Mstep: Class 8 contains 294591 members 
Mstep: Class 9 contains 8990 members 
Mstep: Class 10 contains 149046 members 
Mstep: Class 11 contains 14345 members 
Mstep: Class 12 contains 31605 members 
Mstep: Class 13 contains 38076 members 
Mstep: Class 14 contains 31673 members 
Mstep: Class 15 contains 3625 members 
Mstep: Class 16 contains 8496 members 
Mstep: Class 17 contains 6665 members 
Mstep: Class 18 contains 38393 members 
Mstep: Class 19 contains 9520 members 
Mstep: Class 20 contains 18536 members 
Mstep: Class 21 contains 223856 members 
Mstep: Class 22 contains 2115 members 
Mstep: Class 23 contains 619 members 
Mstep: Class 24 contains 23322 members 
Mstep: Class 25 contains 233860 members 
Mstep: Class 26 contains 1458 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427456.000000 Penalty: 91337.375000
Iteration 47Q: 27 clusters Score -1.614275e+08 nChanged 8252
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 16420 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 178769 members 
Mstep: Class 6 contains 24426 members 
Mstep: Class 7 contains 45800 members 
Mstep: Class 8 contains 294585 members 
Mstep: Class 9 contains 9008 members 
Mstep: Class 10 contains 148271 members 
Mstep: Class 11 contains 14304 members 
Mstep: Class 12 contains 31814 members 
Mstep: Class 13 contains 38023 members 
Mstep: Class 14 contains 31736 members 
Mstep: Class 15 contains 3624 members 
Mstep: Class 16 contains 8538 members 
Mstep: Class 17 contains 6754 members 
Mstep: Class 18 contains 38395 members 
Mstep: Class 19 contains 9549 members 
Mstep: Class 20 contains 18570 members 
Mstep: Class 21 contains 222548 members 
Mstep: Class 22 contains 2117 members 
Mstep: Class 23 contains 619 members 
Mstep: Class 24 contains 23361 members 
Mstep: Class 25 contains 235877 members 
Mstep: Class 26 contains 1469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428528.000000 Penalty: 91337.375000
Iteration 48Q: 27 clusters Score -1.614285e+08 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11198 members 
Mstep: Class 3 contains 16616 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 178081 members 
Mstep: Class 6 contains 24345 members 
Mstep: Class 7 contains 46126 members 
Mstep: Class 8 contains 294582 members 
Mstep: Class 9 contains 9024 members 
Mstep: Class 10 contains 147464 members 
Mstep: Class 11 contains 14264 members 
Mstep: Class 12 contains 32018 members 
Mstep: Class 13 contains 37972 members 
Mstep: Class 14 contains 31791 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 6837 members 
Mstep: Class 18 contains 38372 members 
Mstep: Class 19 contains 9578 members 
Mstep: Class 20 contains 18611 members 
Mstep: Class 21 contains 221219 members 
Mstep: Class 22 contains 2117 members 
Mstep: Class 23 contains 620 members 
Mstep: Class 24 contains 23405 members 
Mstep: Class 25 contains 237826 members 
Mstep: Class 26 contains 1475 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428960.000000 Penalty: 91337.375000
Iteration 49Q: 27 clusters Score -1.61429e+08 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 16788 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 177423 members 
Mstep: Class 6 contains 24293 members 
Mstep: Class 7 contains 46436 members 
Mstep: Class 8 contains 294573 members 
Mstep: Class 9 contains 9034 members 
Mstep: Class 10 contains 146647 members 
Mstep: Class 11 contains 14246 members 
Mstep: Class 12 contains 32193 members 
Mstep: Class 13 contains 37927 members 
Mstep: Class 14 contains 31854 members 
Mstep: Class 15 contains 3628 members 
Mstep: Class 16 contains 8579 members 
Mstep: Class 17 contains 6903 members 
Mstep: Class 18 contains 38370 members 
Mstep: Class 19 contains 9615 members 
Mstep: Class 20 contains 18642 members 
Mstep: Class 21 contains 219847 members 
Mstep: Class 22 contains 2119 members 
Mstep: Class 23 contains 620 members 
Mstep: Class 24 contains 23428 members 
Mstep: Class 25 contains 239865 members 
Mstep: Class 26 contains 1480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429536.000000 Penalty: 91337.375000
Iteration 50Q: 27 clusters Score -1.614295e+08 nChanged 7367
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11250 members 
Mstep: Class 3 contains 16947 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 176860 members 
Mstep: Class 6 contains 24203 members 
Mstep: Class 7 contains 46712 members 
Mstep: Class 8 contains 294637 members 
Mstep: Class 9 contains 9039 members 
Mstep: Class 10 contains 145742 members 
Mstep: Class 11 contains 14236 members 
Mstep: Class 12 contains 32370 members 
Mstep: Class 13 contains 37899 members 
Mstep: Class 14 contains 31904 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 8608 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 38364 members 
Mstep: Class 19 contains 9640 members 
Mstep: Class 20 contains 18668 members 
Mstep: Class 21 contains 218381 members 
Mstep: Class 22 contains 2119 members 
Mstep: Class 23 contains 620 members 
Mstep: Class 24 contains 23439 members 
Mstep: Class 25 contains 242015 members 
Mstep: Class 26 contains 1488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430640.000000 Penalty: 91337.375000
Iteration 51Q: 27 clusters Score -1.614306e+08 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11270 members 
Mstep: Class 3 contains 17102 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 176509 members 
Mstep: Class 6 contains 24131 members 
Mstep: Class 7 contains 46970 members 
Mstep: Class 8 contains 294599 members 
Mstep: Class 9 contains 9035 members 
Mstep: Class 10 contains 144828 members 
Mstep: Class 11 contains 14239 members 
Mstep: Class 12 contains 32517 members 
Mstep: Class 13 contains 37862 members 
Mstep: Class 14 contains 31966 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 7021 members 
Mstep: Class 18 contains 38360 members 
Mstep: Class 19 contains 9669 members 
Mstep: Class 20 contains 18691 members 
Mstep: Class 21 contains 216935 members 
Mstep: Class 22 contains 2119 members 
Mstep: Class 23 contains 620 members 
Mstep: Class 24 contains 23441 members 
Mstep: Class 25 contains 244086 members 
Mstep: Class 26 contains 1496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431776.000000 Penalty: 91337.375000
Iteration 52Q: 27 clusters Score -1.614318e+08 nChanged 7151
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11290 members 
Mstep: Class 3 contains 17251 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 176305 members 
Mstep: Class 6 contains 24094 members 
Mstep: Class 7 contains 47187 members 
Mstep: Class 8 contains 294511 members 
Mstep: Class 9 contains 9062 members 
Mstep: Class 10 contains 143960 members 
Mstep: Class 11 contains 14237 members 
Mstep: Class 12 contains 32606 members 
Mstep: Class 13 contains 37816 members 
Mstep: Class 14 contains 32004 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 8655 members 
Mstep: Class 17 contains 7081 members 
Mstep: Class 18 contains 38353 members 
Mstep: Class 19 contains 9705 members 
Mstep: Class 20 contains 18704 members 
Mstep: Class 21 contains 215363 members 
Mstep: Class 22 contains 2122 members 
Mstep: Class 23 contains 621 members 
Mstep: Class 24 contains 23439 members 
Mstep: Class 25 contains 246231 members 
Mstep: Class 26 contains 1499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432960.000000 Penalty: 91337.375000
Iteration 53Q: 27 clusters Score -1.61433e+08 nChanged 7102
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11308 members 
Mstep: Class 3 contains 17394 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 176228 members 
Mstep: Class 6 contains 24059 members 
Mstep: Class 7 contains 47374 members 
Mstep: Class 8 contains 294517 members 
Mstep: Class 9 contains 9069 members 
Mstep: Class 10 contains 143035 members 
Mstep: Class 11 contains 14228 members 
Mstep: Class 12 contains 32725 members 
Mstep: Class 13 contains 37776 members 
Mstep: Class 14 contains 32036 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 7130 members 
Mstep: Class 18 contains 38341 members 
Mstep: Class 19 contains 9732 members 
Mstep: Class 20 contains 18708 members 
Mstep: Class 21 contains 213692 members 
Mstep: Class 22 contains 2126 members 
Mstep: Class 23 contains 622 members 
Mstep: Class 24 contains 23449 members 
Mstep: Class 25 contains 248366 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161434272.000000 Penalty: 91337.375000
Iteration 54Q: 27 clusters Score -1.614343e+08 nChanged 7073
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11324 members 
Mstep: Class 3 contains 17523 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 176287 members 
Mstep: Class 6 contains 24006 members 
Mstep: Class 7 contains 47528 members 
Mstep: Class 8 contains 294588 members 
Mstep: Class 9 contains 9071 members 
Mstep: Class 10 contains 142005 members 
Mstep: Class 11 contains 14211 members 
Mstep: Class 12 contains 32864 members 
Mstep: Class 13 contains 37734 members 
Mstep: Class 14 contains 32072 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 7159 members 
Mstep: Class 18 contains 38350 members 
Mstep: Class 19 contains 9767 members 
Mstep: Class 20 contains 18720 members 
Mstep: Class 21 contains 211964 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 623 members 
Mstep: Class 24 contains 23457 members 
Mstep: Class 25 contains 250508 members 
Mstep: Class 26 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161434720.000000 Penalty: 91337.375000
Iteration 55Q: 27 clusters Score -1.614347e+08 nChanged 6966
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11349 members 
Mstep: Class 3 contains 17628 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 176462 members 
Mstep: Class 6 contains 23961 members 
Mstep: Class 7 contains 47638 members 
Mstep: Class 8 contains 294578 members 
Mstep: Class 9 contains 9070 members 
Mstep: Class 10 contains 141025 members 
Mstep: Class 11 contains 14186 members 
Mstep: Class 12 contains 32986 members 
Mstep: Class 13 contains 37706 members 
Mstep: Class 14 contains 32098 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 8704 members 
Mstep: Class 17 contains 7186 members 
Mstep: Class 18 contains 38359 members 
Mstep: Class 19 contains 9789 members 
Mstep: Class 20 contains 18730 members 
Mstep: Class 21 contains 210249 members 
Mstep: Class 22 contains 2131 members 
Mstep: Class 23 contains 623 members 
Mstep: Class 24 contains 23470 members 
Mstep: Class 25 contains 252649 members 
Mstep: Class 26 contains 1505 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435296.000000 Penalty: 91337.375000
Iteration 56Q: 27 clusters Score -1.614353e+08 nChanged 6828
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11368 members 
Mstep: Class 3 contains 17716 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 176762 members 
Mstep: Class 6 contains 23951 members 
Mstep: Class 7 contains 47746 members 
Mstep: Class 8 contains 294569 members 
Mstep: Class 9 contains 9085 members 
Mstep: Class 10 contains 140010 members 
Mstep: Class 11 contains 14167 members 
Mstep: Class 12 contains 33117 members 
Mstep: Class 13 contains 37675 members 
Mstep: Class 14 contains 32109 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 8714 members 
Mstep: Class 17 contains 7213 members 
Mstep: Class 18 contains 38381 members 
Mstep: Class 19 contains 9817 members 
Mstep: Class 20 contains 18735 members 
Mstep: Class 21 contains 208470 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 23473 members 
Mstep: Class 25 contains 254747 members 
Mstep: Class 26 contains 1504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436304.000000 Penalty: 91337.375000
Iteration 57Q: 27 clusters Score -1.614363e+08 nChanged 6701
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11376 members 
Mstep: Class 3 contains 17773 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 177099 members 
Mstep: Class 6 contains 23937 members 
Mstep: Class 7 contains 47834 members 
Mstep: Class 8 contains 294629 members 
Mstep: Class 9 contains 9107 members 
Mstep: Class 10 contains 138942 members 
Mstep: Class 11 contains 14157 members 
Mstep: Class 12 contains 33245 members 
Mstep: Class 13 contains 37653 members 
Mstep: Class 14 contains 32121 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 8723 members 
Mstep: Class 17 contains 7230 members 
Mstep: Class 18 contains 38376 members 
Mstep: Class 19 contains 9836 members 
Mstep: Class 20 contains 18738 members 
Mstep: Class 21 contains 206692 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 23471 members 
Mstep: Class 25 contains 256879 members 
Mstep: Class 26 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437008.000000 Penalty: 91337.375000
Iteration 58Q: 27 clusters Score -1.61437e+08 nChanged 6732
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11378 members 
Mstep: Class 3 contains 17837 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 177455 members 
Mstep: Class 6 contains 23912 members 
Mstep: Class 7 contains 47908 members 
Mstep: Class 8 contains 294822 members 
Mstep: Class 9 contains 9125 members 
Mstep: Class 10 contains 137820 members 
Mstep: Class 11 contains 14162 members 
Mstep: Class 12 contains 33395 members 
Mstep: Class 13 contains 37635 members 
Mstep: Class 14 contains 32123 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 8725 members 
Mstep: Class 17 contains 7251 members 
Mstep: Class 18 contains 38366 members 
Mstep: Class 19 contains 9855 members 
Mstep: Class 20 contains 18741 members 
Mstep: Class 21 contains 204890 members 
Mstep: Class 22 contains 2136 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 23476 members 
Mstep: Class 25 contains 258940 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437488.000000 Penalty: 91337.375000
Iteration 59Q: 27 clusters Score -1.614375e+08 nChanged 6692
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 17914 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 177835 members 
Mstep: Class 6 contains 23901 members 
Mstep: Class 7 contains 47960 members 
Mstep: Class 8 contains 295100 members 
Mstep: Class 9 contains 9135 members 
Mstep: Class 10 contains 136707 members 
Mstep: Class 11 contains 14155 members 
Mstep: Class 12 contains 33521 members 
Mstep: Class 13 contains 37608 members 
Mstep: Class 14 contains 32138 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 8733 members 
Mstep: Class 17 contains 7277 members 
Mstep: Class 18 contains 38371 members 
Mstep: Class 19 contains 9870 members 
Mstep: Class 20 contains 18742 members 
Mstep: Class 21 contains 203036 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 624 members 
Mstep: Class 24 contains 23476 members 
Mstep: Class 25 contains 260941 members 
Mstep: Class 26 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438800.000000 Penalty: 91337.375000
Iteration 60F: 27 clusters Score -1.614388e+08 nChanged 6610
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11408 members 
Mstep: Class 3 contains 17973 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 178269 members 
Mstep: Class 6 contains 23860 members 
Mstep: Class 7 contains 47993 members 
Mstep: Class 8 contains 295328 members 
Mstep: Class 9 contains 9136 members 
Mstep: Class 10 contains 135500 members 
Mstep: Class 11 contains 14150 members 
Mstep: Class 12 contains 33648 members 
Mstep: Class 13 contains 37594 members 
Mstep: Class 14 contains 32144 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 7299 members 
Mstep: Class 18 contains 38409 members 
Mstep: Class 19 contains 9876 members 
Mstep: Class 20 contains 18740 members 
Mstep: Class 21 contains 201243 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 645 members 
Mstep: Class 24 contains 23473 members 
Mstep: Class 25 contains 263007 members 
Mstep: Class 26 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161439904.000000 Penalty: 91337.375000
Iteration 61Q: 27 clusters Score -1.614399e+08 nChanged 6600
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11418 members 
Mstep: Class 3 contains 18034 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 178755 members 
Mstep: Class 6 contains 23835 members 
Mstep: Class 7 contains 47982 members 
Mstep: Class 8 contains 295301 members 
Mstep: Class 9 contains 9143 members 
Mstep: Class 10 contains 134342 members 
Mstep: Class 11 contains 14148 members 
Mstep: Class 12 contains 33793 members 
Mstep: Class 13 contains 37569 members 
Mstep: Class 14 contains 32170 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 8748 members 
Mstep: Class 17 contains 7330 members 
Mstep: Class 18 contains 38440 members 
Mstep: Class 19 contains 9881 members 
Mstep: Class 20 contains 18741 members 
Mstep: Class 21 contains 199542 members 
Mstep: Class 22 contains 2143 members 
Mstep: Class 23 contains 686 members 
Mstep: Class 24 contains 23468 members 
Mstep: Class 25 contains 265101 members 
Mstep: Class 26 contains 1500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161441008.000000 Penalty: 91337.375000
Iteration 62Q: 27 clusters Score -1.61441e+08 nChanged 6547
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11419 members 
Mstep: Class 3 contains 18087 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 179275 members 
Mstep: Class 6 contains 23808 members 
Mstep: Class 7 contains 47957 members 
Mstep: Class 8 contains 295272 members 
Mstep: Class 9 contains 9155 members 
Mstep: Class 10 contains 133177 members 
Mstep: Class 11 contains 14147 members 
Mstep: Class 12 contains 33922 members 
Mstep: Class 13 contains 37546 members 
Mstep: Class 14 contains 32208 members 
Mstep: Class 15 contains 3686 members 
Mstep: Class 16 contains 8740 members 
Mstep: Class 17 contains 7375 members 
Mstep: Class 18 contains 38462 members 
Mstep: Class 19 contains 9888 members 
Mstep: Class 20 contains 18743 members 
Mstep: Class 21 contains 197866 members 
Mstep: Class 22 contains 2144 members 
Mstep: Class 23 contains 738 members 
Mstep: Class 24 contains 23472 members 
Mstep: Class 25 contains 267146 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442000.000000 Penalty: 91337.375000
Iteration 63Q: 27 clusters Score -1.61442e+08 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11419 members 
Mstep: Class 3 contains 18143 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 179868 members 
Mstep: Class 6 contains 23755 members 
Mstep: Class 7 contains 47889 members 
Mstep: Class 8 contains 295301 members 
Mstep: Class 9 contains 9153 members 
Mstep: Class 10 contains 132011 members 
Mstep: Class 11 contains 14137 members 
Mstep: Class 12 contains 34039 members 
Mstep: Class 13 contains 37544 members 
Mstep: Class 14 contains 32233 members 
Mstep: Class 15 contains 3693 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 7391 members 
Mstep: Class 18 contains 38505 members 
Mstep: Class 19 contains 9898 members 
Mstep: Class 20 contains 18747 members 
Mstep: Class 21 contains 196185 members 
Mstep: Class 22 contains 2145 members 
Mstep: Class 23 contains 792 members 
Mstep: Class 24 contains 23476 members 
Mstep: Class 25 contains 269173 members 
Mstep: Class 26 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442704.000000 Penalty: 91337.375000
Iteration 64Q: 27 clusters Score -1.614427e+08 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11424 members 
Mstep: Class 3 contains 18189 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 180623 members 
Mstep: Class 6 contains 23701 members 
Mstep: Class 7 contains 47805 members 
Mstep: Class 8 contains 295276 members 
Mstep: Class 9 contains 9145 members 
Mstep: Class 10 contains 130830 members 
Mstep: Class 11 contains 14144 members 
Mstep: Class 12 contains 34129 members 
Mstep: Class 13 contains 37534 members 
Mstep: Class 14 contains 32236 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 8734 members 
Mstep: Class 17 contains 7422 members 
Mstep: Class 18 contains 38523 members 
Mstep: Class 19 contains 9908 members 
Mstep: Class 20 contains 18743 members 
Mstep: Class 21 contains 194469 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 827 members 
Mstep: Class 24 contains 23480 members 
Mstep: Class 25 contains 271238 members 
Mstep: Class 26 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444144.000000 Penalty: 91337.375000
Iteration 65Q: 27 clusters Score -1.614441e+08 nChanged 6757
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11427 members 
Mstep: Class 3 contains 18235 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 181522 members 
Mstep: Class 6 contains 23644 members 
Mstep: Class 7 contains 47696 members 
Mstep: Class 8 contains 295205 members 
Mstep: Class 9 contains 9144 members 
Mstep: Class 10 contains 129639 members 
Mstep: Class 11 contains 14149 members 
Mstep: Class 12 contains 34221 members 
Mstep: Class 13 contains 37535 members 
Mstep: Class 14 contains 32229 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 7442 members 
Mstep: Class 18 contains 38533 members 
Mstep: Class 19 contains 9924 members 
Mstep: Class 20 contains 18747 members 
Mstep: Class 21 contains 192723 members 
Mstep: Class 22 contains 2151 members 
Mstep: Class 23 contains 848 members 
Mstep: Class 24 contains 23479 members 
Mstep: Class 25 contains 273300 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444528.000000 Penalty: 91337.375000
Iteration 66Q: 27 clusters Score -1.614445e+08 nChanged 6601
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 18272 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 182282 members 
Mstep: Class 6 contains 23595 members 
Mstep: Class 7 contains 47589 members 
Mstep: Class 8 contains 295210 members 
Mstep: Class 9 contains 9153 members 
Mstep: Class 10 contains 128429 members 
Mstep: Class 11 contains 14162 members 
Mstep: Class 12 contains 34335 members 
Mstep: Class 13 contains 37541 members 
Mstep: Class 14 contains 32215 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 8739 members 
Mstep: Class 17 contains 7459 members 
Mstep: Class 18 contains 38580 members 
Mstep: Class 19 contains 9932 members 
Mstep: Class 20 contains 18742 members 
Mstep: Class 21 contains 191006 members 
Mstep: Class 22 contains 2154 members 
Mstep: Class 23 contains 863 members 
Mstep: Class 24 contains 23483 members 
Mstep: Class 25 contains 275358 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444880.000000 Penalty: 91337.375000
Iteration 67Q: 27 clusters Score -1.614449e+08 nChanged 6523
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11433 members 
Mstep: Class 3 contains 18293 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 183053 members 
Mstep: Class 6 contains 23544 members 
Mstep: Class 7 contains 47466 members 
Mstep: Class 8 contains 295252 members 
Mstep: Class 9 contains 9153 members 
Mstep: Class 10 contains 127198 members 
Mstep: Class 11 contains 14168 members 
Mstep: Class 12 contains 34461 members 
Mstep: Class 13 contains 37538 members 
Mstep: Class 14 contains 32182 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 8737 members 
Mstep: Class 17 contains 7474 members 
Mstep: Class 18 contains 38621 members 
Mstep: Class 19 contains 9942 members 
Mstep: Class 20 contains 18741 members 
Mstep: Class 21 contains 189359 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 878 members 
Mstep: Class 24 contains 23481 members 
Mstep: Class 25 contains 277401 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445392.000000 Penalty: 91337.375000
Iteration 68Q: 27 clusters Score -1.614454e+08 nChanged 6447
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11431 members 
Mstep: Class 3 contains 18300 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 183795 members 
Mstep: Class 6 contains 23507 members 
Mstep: Class 7 contains 47291 members 
Mstep: Class 8 contains 295388 members 
Mstep: Class 9 contains 9161 members 
Mstep: Class 10 contains 125992 members 
Mstep: Class 11 contains 14167 members 
Mstep: Class 12 contains 34588 members 
Mstep: Class 13 contains 37535 members 
Mstep: Class 14 contains 32156 members 
Mstep: Class 15 contains 3703 members 
Mstep: Class 16 contains 8738 members 
Mstep: Class 17 contains 7508 members 
Mstep: Class 18 contains 38658 members 
Mstep: Class 19 contains 9957 members 
Mstep: Class 20 contains 18744 members 
Mstep: Class 21 contains 187750 members 
Mstep: Class 22 contains 2157 members 
Mstep: Class 23 contains 889 members 
Mstep: Class 24 contains 23483 members 
Mstep: Class 25 contains 279334 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445888.000000 Penalty: 91337.375000
Iteration 69Q: 27 clusters Score -1.614459e+08 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11436 members 
Mstep: Class 3 contains 18326 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 184424 members 
Mstep: Class 6 contains 23461 members 
Mstep: Class 7 contains 47114 members 
Mstep: Class 8 contains 295513 members 
Mstep: Class 9 contains 9166 members 
Mstep: Class 10 contains 124792 members 
Mstep: Class 11 contains 14165 members 
Mstep: Class 12 contains 34724 members 
Mstep: Class 13 contains 37537 members 
Mstep: Class 14 contains 32147 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 7547 members 
Mstep: Class 18 contains 38695 members 
Mstep: Class 19 contains 9964 members 
Mstep: Class 20 contains 18751 members 
Mstep: Class 21 contains 186274 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 889 members 
Mstep: Class 24 contains 23485 members 
Mstep: Class 25 contains 281221 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445936.000000 Penalty: 91337.375000
Iteration 70Q: 27 clusters Score -1.614459e+08 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11442 members 
Mstep: Class 3 contains 18345 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 185072 members 
Mstep: Class 6 contains 23427 members 
Mstep: Class 7 contains 46942 members 
Mstep: Class 8 contains 295750 members 
Mstep: Class 9 contains 9174 members 
Mstep: Class 10 contains 123485 members 
Mstep: Class 11 contains 14161 members 
Mstep: Class 12 contains 34880 members 
Mstep: Class 13 contains 37533 members 
Mstep: Class 14 contains 32121 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 8749 members 
Mstep: Class 17 contains 7581 members 
Mstep: Class 18 contains 38734 members 
Mstep: Class 19 contains 9973 members 
Mstep: Class 20 contains 18754 members 
Mstep: Class 21 contains 184794 members 
Mstep: Class 22 contains 2156 members 
Mstep: Class 23 contains 888 members 
Mstep: Class 24 contains 23495 members 
Mstep: Class 25 contains 283080 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446784.000000 Penalty: 91337.375000
Iteration 71Q: 27 clusters Score -1.614468e+08 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11456 members 
Mstep: Class 3 contains 18346 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 185701 members 
Mstep: Class 6 contains 23389 members 
Mstep: Class 7 contains 46730 members 
Mstep: Class 8 contains 295963 members 
Mstep: Class 9 contains 9206 members 
Mstep: Class 10 contains 122119 members 
Mstep: Class 11 contains 14159 members 
Mstep: Class 12 contains 35021 members 
Mstep: Class 13 contains 37535 members 
Mstep: Class 14 contains 32111 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 7609 members 
Mstep: Class 18 contains 38782 members 
Mstep: Class 19 contains 9979 members 
Mstep: Class 20 contains 18759 members 
Mstep: Class 21 contains 183386 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 891 members 
Mstep: Class 24 contains 23504 members 
Mstep: Class 25 contains 284985 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446864.000000 Penalty: 91337.375000
Iteration 72Q: 27 clusters Score -1.614469e+08 nChanged 6841
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11462 members 
Mstep: Class 3 contains 18370 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 186353 members 
Mstep: Class 6 contains 23372 members 
Mstep: Class 7 contains 46492 members 
Mstep: Class 8 contains 296168 members 
Mstep: Class 9 contains 9232 members 
Mstep: Class 10 contains 120716 members 
Mstep: Class 11 contains 14155 members 
Mstep: Class 12 contains 35181 members 
Mstep: Class 13 contains 37526 members 
Mstep: Class 14 contains 32099 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 7639 members 
Mstep: Class 18 contains 38846 members 
Mstep: Class 19 contains 9989 members 
Mstep: Class 20 contains 18757 members 
Mstep: Class 21 contains 182018 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 893 members 
Mstep: Class 24 contains 23512 members 
Mstep: Class 25 contains 286844 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447120.000000 Penalty: 91337.375000
Iteration 73Q: 27 clusters Score -1.614471e+08 nChanged 6917
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11469 members 
Mstep: Class 3 contains 18387 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 187056 members 
Mstep: Class 6 contains 23363 members 
Mstep: Class 7 contains 46229 members 
Mstep: Class 8 contains 296370 members 
Mstep: Class 9 contains 9262 members 
Mstep: Class 10 contains 119307 members 
Mstep: Class 11 contains 14149 members 
Mstep: Class 12 contains 35321 members 
Mstep: Class 13 contains 37527 members 
Mstep: Class 14 contains 32073 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 8750 members 
Mstep: Class 17 contains 7676 members 
Mstep: Class 18 contains 38919 members 
Mstep: Class 19 contains 10003 members 
Mstep: Class 20 contains 18768 members 
Mstep: Class 21 contains 180723 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 892 members 
Mstep: Class 24 contains 23511 members 
Mstep: Class 25 contains 288610 members 
Mstep: Class 26 contains 1501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447504.000000 Penalty: 91337.375000
Iteration 74Q: 27 clusters Score -1.614475e+08 nChanged 7130
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11480 members 
Mstep: Class 3 contains 18402 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 187715 members 
Mstep: Class 6 contains 23328 members 
Mstep: Class 7 contains 45929 members 
Mstep: Class 8 contains 296624 members 
Mstep: Class 9 contains 9272 members 
Mstep: Class 10 contains 117873 members 
Mstep: Class 11 contains 14143 members 
Mstep: Class 12 contains 35490 members 
Mstep: Class 13 contains 37521 members 
Mstep: Class 14 contains 32056 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 8750 members 
Mstep: Class 17 contains 7709 members 
Mstep: Class 18 contains 39021 members 
Mstep: Class 19 contains 10010 members 
Mstep: Class 20 contains 18772 members 
Mstep: Class 21 contains 179468 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 891 members 
Mstep: Class 24 contains 23513 members 
Mstep: Class 25 contains 290394 members 
Mstep: Class 26 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447344.000000 Penalty: 91337.375000
Iteration 75Q: 27 clusters Score -1.614473e+08 nChanged 7103
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11481 members 
Mstep: Class 3 contains 18423 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 188296 members 
Mstep: Class 6 contains 23297 members 
Mstep: Class 7 contains 45608 members 
Mstep: Class 8 contains 296899 members 
Mstep: Class 9 contains 9287 members 
Mstep: Class 10 contains 116453 members 
Mstep: Class 11 contains 14144 members 
Mstep: Class 12 contains 35666 members 
Mstep: Class 13 contains 37502 members 
Mstep: Class 14 contains 32030 members 
Mstep: Class 15 contains 3694 members 
Mstep: Class 16 contains 8752 members 
Mstep: Class 17 contains 7724 members 
Mstep: Class 18 contains 39122 members 
Mstep: Class 19 contains 10021 members 
Mstep: Class 20 contains 18776 members 
Mstep: Class 21 contains 178340 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 890 members 
Mstep: Class 24 contains 23512 members 
Mstep: Class 25 contains 292138 members 
Mstep: Class 26 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446208.000000 Penalty: 91337.375000
Iteration 76Q: 27 clusters Score -1.614462e+08 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11485 members 
Mstep: Class 3 contains 18455 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 188905 members 
Mstep: Class 6 contains 23256 members 
Mstep: Class 7 contains 45286 members 
Mstep: Class 8 contains 297124 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 115055 members 
Mstep: Class 11 contains 14140 members 
Mstep: Class 12 contains 35856 members 
Mstep: Class 13 contains 37488 members 
Mstep: Class 14 contains 31999 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 7758 members 
Mstep: Class 18 contains 39249 members 
Mstep: Class 19 contains 10035 members 
Mstep: Class 20 contains 18785 members 
Mstep: Class 21 contains 177309 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 890 members 
Mstep: Class 24 contains 23509 members 
Mstep: Class 25 contains 293736 members 
Mstep: Class 26 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445904.000000 Penalty: 91337.375000
Iteration 77Q: 27 clusters Score -1.614459e+08 nChanged 7621
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11476 members 
Mstep: Class 3 contains 18490 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 189554 members 
Mstep: Class 6 contains 23231 members 
Mstep: Class 7 contains 44947 members 
Mstep: Class 8 contains 297039 members 
Mstep: Class 9 contains 9284 members 
Mstep: Class 10 contains 113675 members 
Mstep: Class 11 contains 14138 members 
Mstep: Class 12 contains 36082 members 
Mstep: Class 13 contains 37483 members 
Mstep: Class 14 contains 31980 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 8751 members 
Mstep: Class 17 contains 7803 members 
Mstep: Class 18 contains 39414 members 
Mstep: Class 19 contains 10055 members 
Mstep: Class 20 contains 18792 members 
Mstep: Class 21 contains 176294 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 890 members 
Mstep: Class 24 contains 23502 members 
Mstep: Class 25 contains 295466 members 
Mstep: Class 26 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445520.000000 Penalty: 91337.375000
Iteration 78Q: 27 clusters Score -1.614455e+08 nChanged 8411
Entering ConstructFrom: 
Score: -161445520.000000 Penalty: 91337.375000
Entering ConstructFrom: 
Trying to split cluster 1 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -254340.421875 Penalty: 1932.809570
	Iteration 0F: 2 clusters Score -254340.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -251459.125000 Penalty: 3865.619141
	Iteration 0F: 3 clusters Score -251459.1 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -252102.812500 Penalty: 3865.619141
	Iteration 1F: 3 clusters Score -252102.8 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -252342.875000 Penalty: 3865.619141
	Iteration 2F: 3 clusters Score -252342.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -252681.765625 Penalty: 3865.619141
	Iteration 3F: 3 clusters Score -252681.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -253001.703125 Penalty: 3865.619141
	Iteration 4F: 3 clusters Score -253001.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -253261.156250 Penalty: 3865.619141
	Iteration 5F: 3 clusters Score -253261.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -253525.843750 Penalty: 3865.619141
	Iteration 6F: 3 clusters Score -253525.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -253881.093750 Penalty: 3865.619141
	Iteration 7F: 3 clusters Score -253881.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -254572.875000 Penalty: 3865.619141
	Iteration 8F: 3 clusters Score -254572.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -255549.218750 Penalty: 3865.619141
	Iteration 9F: 3 clusters Score -255549.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -256039.906250 Penalty: 3865.619141
	Iteration 10Q: 3 clusters Score -256039.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -256183.062500 Penalty: 3865.619141
	Iteration 11Q: 3 clusters Score -256183.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -256217.640625 Penalty: 3865.619141
	Iteration 12Q: 3 clusters Score -256217.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -256230.593750 Penalty: 3865.619141
	Iteration 13Q: 3 clusters Score -256230.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -256240.468750 Penalty: 3865.619141
	Iteration 14Q: 3 clusters Score -256240.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -256243.625000 Penalty: 3865.619141
	Iteration 15Q: 3 clusters Score -256243.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -256243.984375 Penalty: 3865.619141
	Iteration 16Q: 3 clusters Score -256244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -256243.984375 Penalty: 3865.619141
	Iteration 17F: 3 clusters Score -256244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 18495 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 190191 members 
Mstep: Class 6 contains 23181 members 
Mstep: Class 7 contains 44606 members 
Mstep: Class 8 contains 296827 members 
Mstep: Class 9 contains 9296 members 
Mstep: Class 10 contains 112277 members 
Mstep: Class 11 contains 14129 members 
Mstep: Class 12 contains 36321 members 
Mstep: Class 13 contains 37480 members 
Mstep: Class 14 contains 31964 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 8755 members 
Mstep: Class 17 contains 7862 members 
Mstep: Class 18 contains 39605 members 
Mstep: Class 19 contains 10073 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 175361 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 889 members 
Mstep: Class 24 contains 23499 members 
Mstep: Class 25 contains 297271 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 1666 members 
Entering Unmasked Estep 
Score: -161444752.000000 Penalty: 94850.351562
Splitting cluster 1 changes total score from -161445520.000000 to -161444752.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11478 members 
Entering Unmasked Estep 
Score: -1274740.875000 Penalty: 2318.350586
	Iteration 0F: 2 clusters Score -1274741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -1266200.250000 Penalty: 4636.701172
	Iteration 0F: 3 clusters Score -1266200 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1268683.250000 Penalty: 4636.701172
	Iteration 1F: 3 clusters Score -1268683 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1268976.250000 Penalty: 4636.701172
	Iteration 2F: 3 clusters Score -1268976 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1269197.250000 Penalty: 4636.701172
	Iteration 3Q: 3 clusters Score -1269197 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1269353.250000 Penalty: 4636.701172
	Iteration 4Q: 3 clusters Score -1269353 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1269484.000000 Penalty: 4636.701172
	Iteration 5Q: 3 clusters Score -1269484 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1269614.250000 Penalty: 4636.701172
	Iteration 6Q: 3 clusters Score -1269614 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1269739.625000 Penalty: 4636.701172
	Iteration 7Q: 3 clusters Score -1269740 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1269876.250000 Penalty: 4636.701172
	Iteration 8Q: 3 clusters Score -1269876 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1270043.250000 Penalty: 4636.701172
	Iteration 9Q: 3 clusters Score -1270043 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1270253.125000 Penalty: 4636.701172
	Iteration 10Q: 3 clusters Score -1270253 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1270519.250000 Penalty: 4636.701172
	Iteration 11Q: 3 clusters Score -1270519 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -1270817.625000 Penalty: 4636.701172
	Iteration 12Q: 3 clusters Score -1270818 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1271138.125000 Penalty: 4636.701172
	Iteration 13Q: 3 clusters Score -1271138 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -1271463.750000 Penalty: 4636.701172
	Iteration 14Q: 3 clusters Score -1271464 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1271773.500000 Penalty: 4636.701172
	Iteration 15Q: 3 clusters Score -1271774 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 9536 members 
Entering Unmasked Estep 
Score: -1272104.375000 Penalty: 4636.701172
	Iteration 16Q: 3 clusters Score -1272104 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -1272427.750000 Penalty: 4636.701172
	Iteration 17Q: 3 clusters Score -1272428 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1272696.875000 Penalty: 4636.701172
	Iteration 18Q: 3 clusters Score -1272697 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -1272913.125000 Penalty: 4636.701172
	Iteration 19Q: 3 clusters Score -1272913 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1273078.375000 Penalty: 4636.701172
	Iteration 20F: 3 clusters Score -1273078 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1273201.125000 Penalty: 4636.701172
	Iteration 21Q: 3 clusters Score -1273201 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1273282.250000 Penalty: 4636.701172
	Iteration 22Q: 3 clusters Score -1273282 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 10400 members 
Entering Unmasked Estep 
Score: -1273328.875000 Penalty: 4636.701172
	Iteration 23Q: 3 clusters Score -1273329 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -1273363.250000 Penalty: 4636.701172
	Iteration 24Q: 3 clusters Score -1273363 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -1273379.125000 Penalty: 4636.701172
	Iteration 25Q: 3 clusters Score -1273379 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -1273397.375000 Penalty: 4636.701172
	Iteration 26Q: 3 clusters Score -1273397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1273408.875000 Penalty: 4636.701172
	Iteration 27Q: 3 clusters Score -1273409 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 10509 members 
Entering Unmasked Estep 
Score: -1273417.875000 Penalty: 4636.701172
	Iteration 28Q: 3 clusters Score -1273418 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 10518 members 
Entering Unmasked Estep 
Score: -1273422.250000 Penalty: 4636.701172
	Iteration 29Q: 3 clusters Score -1273422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1273428.750000 Penalty: 4636.701172
	Iteration 30Q: 3 clusters Score -1273429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1273430.125000 Penalty: 4636.701172
	Iteration 31Q: 3 clusters Score -1273430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1273432.500000 Penalty: 4636.701172
	Iteration 32Q: 3 clusters Score -1273432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -1273431.875000 Penalty: 4636.701172
	Iteration 33Q: 3 clusters Score -1273432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -1273432.750000 Penalty: 4636.701172
	Iteration 34Q: 3 clusters Score -1273433 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1273433.875000 Penalty: 4636.701172
	Iteration 35Q: 3 clusters Score -1273434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 10538 members 
Entering Unmasked Estep 
Score: -1273439.375000 Penalty: 4636.701172
	Iteration 36Q: 3 clusters Score -1273439 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1273441.000000 Penalty: 4636.701172
	Iteration 37Q: 3 clusters Score -1273441 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -1273444.250000 Penalty: 4636.701172
	Iteration 38Q: 3 clusters Score -1273444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -1273446.000000 Penalty: 4636.701172
	Iteration 39Q: 3 clusters Score -1273446 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1273446.875000 Penalty: 4636.701172
	Iteration 40F: 3 clusters Score -1273447 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1273448.875000 Penalty: 4636.701172
	Iteration 41Q: 3 clusters Score -1273449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1273448.875000 Penalty: 4636.701172
	Iteration 42F: 3 clusters Score -1273449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Entering Unmasked Estep 
Score: -2220140.750000 Penalty: 2436.663330
	Iteration 0F: 2 clusters Score -2220141 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2206961.500000 Penalty: 4873.326660
	Iteration 0F: 3 clusters Score -2206962 nChanged 8049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -2211373.500000 Penalty: 4873.326660
	Iteration 1F: 3 clusters Score -2211374 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -2211759.000000 Penalty: 4873.326660
	Iteration 2F: 3 clusters Score -2211759 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -2212062.000000 Penalty: 4873.326660
	Iteration 3Q: 3 clusters Score -2212062 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -2212372.000000 Penalty: 4873.326660
	Iteration 4Q: 3 clusters Score -2212372 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 7807 members 
Entering Unmasked Estep 
Score: -2212691.500000 Penalty: 4873.326660
	Iteration 5Q: 3 clusters Score -2212692 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -2213115.000000 Penalty: 4873.326660
	Iteration 6Q: 3 clusters Score -2213115 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2213725.500000 Penalty: 4873.326660
	Iteration 7F: 3 clusters Score -2213726 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -2214478.750000 Penalty: 4873.326660
	Iteration 8F: 3 clusters Score -2214479 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2215379.250000 Penalty: 4873.326660
	Iteration 9F: 3 clusters Score -2215379 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -2216232.500000 Penalty: 4873.326660
	Iteration 10F: 3 clusters Score -2216232 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15642 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2216917.500000 Penalty: 4873.326660
	Iteration 11Q: 3 clusters Score -2216918 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2217351.750000 Penalty: 4873.326660
	Iteration 12Q: 3 clusters Score -2217352 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16368 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -2217604.250000 Penalty: 4873.326660
	Iteration 13Q: 3 clusters Score -2217604 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -2217781.000000 Penalty: 4873.326660
	Iteration 14Q: 3 clusters Score -2217781 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2217882.250000 Penalty: 4873.326660
	Iteration 15Q: 3 clusters Score -2217882 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2217944.500000 Penalty: 4873.326660
	Iteration 16Q: 3 clusters Score -2217944 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2217999.250000 Penalty: 4873.326660
	Iteration 17Q: 3 clusters Score -2217999 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2218022.500000 Penalty: 4873.326660
	Iteration 18Q: 3 clusters Score -2218022 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2218047.000000 Penalty: 4873.326660
	Iteration 19Q: 3 clusters Score -2218047 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2218058.500000 Penalty: 4873.326660
	Iteration 20F: 3 clusters Score -2218058 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2218075.000000 Penalty: 4873.326660
	Iteration 21Q: 3 clusters Score -2218075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -2218082.250000 Penalty: 4873.326660
	Iteration 22Q: 3 clusters Score -2218082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2218087.750000 Penalty: 4873.326660
	Iteration 23Q: 3 clusters Score -2218088 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2218101.000000 Penalty: 4873.326660
	Iteration 24Q: 3 clusters Score -2218101 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -2218112.250000 Penalty: 4873.326660
	Iteration 25Q: 3 clusters Score -2218112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2218118.750000 Penalty: 4873.326660
	Iteration 26Q: 3 clusters Score -2218119 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -2218126.750000 Penalty: 4873.326660
	Iteration 27Q: 3 clusters Score -2218127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2218129.500000 Penalty: 4873.326660
	Iteration 28Q: 3 clusters Score -2218130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2218127.000000 Penalty: 4873.326660
	Iteration 29Q: 3 clusters Score -2218127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2218124.000000 Penalty: 4873.326660
	Iteration 30Q: 3 clusters Score -2218124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2218125.500000 Penalty: 4873.326660
	Iteration 31Q: 3 clusters Score -2218126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2218126.250000 Penalty: 4873.326660
	Iteration 32Q: 3 clusters Score -2218126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2218125.250000 Penalty: 4873.326660
	Iteration 33Q: 3 clusters Score -2218125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2218126.250000 Penalty: 4873.326660
	Iteration 34Q: 3 clusters Score -2218126 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2218127.500000 Penalty: 4873.326660
	Iteration 35Q: 3 clusters Score -2218128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2218129.750000 Penalty: 4873.326660
	Iteration 36Q: 3 clusters Score -2218130 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2218129.750000 Penalty: 4873.326660
	Iteration 37Q: 3 clusters Score -2218130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2218131.000000 Penalty: 4873.326660
	Iteration 38Q: 3 clusters Score -2218131 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2218131.500000 Penalty: 4873.326660
	Iteration 39Q: 3 clusters Score -2218132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2218132.000000 Penalty: 4873.326660
	Iteration 40F: 3 clusters Score -2218132 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -46829.277344 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -46829.28 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 239 members 
Entering Unmasked Estep 
Score: -45346.429688 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -45346.43 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45564.808594 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -45564.81 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -45673.195312 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -45673.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -45720.894531 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -45720.89 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -45754.757812 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -45754.76 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -45771.093750 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -45771.09 nChanged 5
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: -45784.062500 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -45784.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -45790.988281 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -45790.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -45803.359375 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -45803.36 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -45817.628906 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -45817.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45832.359375 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -45832.36 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45833.472656 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -45833.47 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -45843.449219 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -45843.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -45853.265625 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -45853.27 nChanged 3
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: -45859.078125 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -45859.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -45871.824219 Penalty: 3059.088379
	Iteration 15Q: 3 clusters Score -45871.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -45877.621094 Penalty: 3059.088379
	Iteration 16Q: 3 clusters Score -45877.62 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45885.359375 Penalty: 3059.088379
	Iteration 17Q: 3 clusters Score -45885.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45897.828125 Penalty: 3059.088379
	Iteration 18Q: 3 clusters Score -45897.83 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45912.199219 Penalty: 3059.088379
	Iteration 19Q: 3 clusters Score -45912.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45926.851562 Penalty: 3059.088379
	Iteration 20F: 3 clusters Score -45926.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -45950.925781 Penalty: 3059.088379
	Iteration 21Q: 3 clusters Score -45950.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45968.062500 Penalty: 3059.088379
	Iteration 22Q: 3 clusters Score -45968.06 nChanged 5
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: -45989.714844 Penalty: 3059.088379
	Iteration 23Q: 3 clusters Score -45989.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -46041.468750 Penalty: 3059.088379
	Iteration 24Q: 3 clusters Score -46041.47 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46146.804688 Penalty: 3059.088379
	Iteration 25Q: 3 clusters Score -46146.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -46237.906250 Penalty: 3059.088379
	Iteration 26Q: 3 clusters Score -46237.91 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -46291.011719 Penalty: 3059.088379
	Iteration 27Q: 3 clusters Score -46291.01 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -46321.007812 Penalty: 3059.088379
	Iteration 28Q: 3 clusters Score -46321.01 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46336.687500 Penalty: 3059.088379
	Iteration 29Q: 3 clusters Score -46336.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -46336.687500 Penalty: 3059.088379
	Iteration 30F: 3 clusters Score -46336.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (190191 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190191 members 
Entering Unmasked Estep 
Score: -22448782.000000 Penalty: 3014.634277
	Iteration 0F: 2 clusters Score -2.244878e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95144 members 
Mstep: Class 2 contains 95047 members 
Entering Unmasked Estep 
Score: -22323198.000000 Penalty: 6029.268555
	Iteration 0F: 3 clusters Score -2.23232e+07 nChanged 91320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98446 members 
Mstep: Class 2 contains 91745 members 
Entering Unmasked Estep 
Score: -22377276.000000 Penalty: 6029.268555
	Iteration 1F: 3 clusters Score -2.237728e+07 nChanged 5848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100228 members 
Mstep: Class 2 contains 89963 members 
Entering Unmasked Estep 
Score: -22378732.000000 Penalty: 6029.268555
	Iteration 2Q: 3 clusters Score -2.237873e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102819 members 
Mstep: Class 2 contains 87372 members 
Entering Unmasked Estep 
Score: -22380924.000000 Penalty: 6029.268555
	Iteration 3Q: 3 clusters Score -2.238092e+07 nChanged 7587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106396 members 
Mstep: Class 2 contains 83795 members 
Entering Unmasked Estep 
Score: -22383944.000000 Penalty: 6029.268555
	Iteration 4Q: 3 clusters Score -2.238394e+07 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111242 members 
Mstep: Class 2 contains 78949 members 
Entering Unmasked Estep 
Score: -22388322.000000 Penalty: 6029.268555
	Iteration 5Q: 3 clusters Score -2.238832e+07 nChanged 10075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117319 members 
Mstep: Class 2 contains 72872 members 
Entering Unmasked Estep 
Score: -22393930.000000 Penalty: 6029.268555
	Iteration 6F: 3 clusters Score -2.239393e+07 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124347 members 
Mstep: Class 2 contains 65844 members 
Entering Unmasked Estep 
Score: -22400692.000000 Penalty: 6029.268555
	Iteration 7F: 3 clusters Score -2.240069e+07 nChanged 11169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131870 members 
Mstep: Class 2 contains 58321 members 
Entering Unmasked Estep 
Score: -22408530.000000 Penalty: 6029.268555
	Iteration 8F: 3 clusters Score -2.240853e+07 nChanged 10696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139090 members 
Mstep: Class 2 contains 51101 members 
Entering Unmasked Estep 
Score: -22416698.000000 Penalty: 6029.268555
	Iteration 9F: 3 clusters Score -2.24167e+07 nChanged 9065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144997 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -22423022.000000 Penalty: 6029.268555
	Iteration 10Q: 3 clusters Score -2.242302e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149654 members 
Mstep: Class 2 contains 40537 members 
Entering Unmasked Estep 
Score: -22427304.000000 Penalty: 6029.268555
	Iteration 11Q: 3 clusters Score -2.24273e+07 nChanged 5215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153549 members 
Mstep: Class 2 contains 36642 members 
Entering Unmasked Estep 
Score: -22429882.000000 Penalty: 6029.268555
	Iteration 12Q: 3 clusters Score -2.242988e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157250 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -22431676.000000 Penalty: 6029.268555
	Iteration 13Q: 3 clusters Score -2.243168e+07 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160862 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -22433468.000000 Penalty: 6029.268555
	Iteration 14Q: 3 clusters Score -2.243347e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164280 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -22434822.000000 Penalty: 6029.268555
	Iteration 15Q: 3 clusters Score -2.243482e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167509 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -22436264.000000 Penalty: 6029.268555
	Iteration 16Q: 3 clusters Score -2.243626e+07 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170529 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -22437752.000000 Penalty: 6029.268555
	Iteration 17Q: 3 clusters Score -2.243775e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173325 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -22439054.000000 Penalty: 6029.268555
	Iteration 18Q: 3 clusters Score -2.243905e+07 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175863 members 
Mstep: Class 2 contains 14328 members 
Entering Unmasked Estep 
Score: -22440114.000000 Penalty: 6029.268555
	Iteration 19Q: 3 clusters Score -2.244011e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178062 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -22441174.000000 Penalty: 6029.268555
	Iteration 20F: 3 clusters Score -2.244117e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180058 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -22442022.000000 Penalty: 6029.268555
	Iteration 21Q: 3 clusters Score -2.244202e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181733 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -22442776.000000 Penalty: 6029.268555
	Iteration 22Q: 3 clusters Score -2.244278e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183110 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -22443406.000000 Penalty: 6029.268555
	Iteration 23Q: 3 clusters Score -2.244341e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184226 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -22443928.000000 Penalty: 6029.268555
	Iteration 24Q: 3 clusters Score -2.244393e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185121 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -22444318.000000 Penalty: 6029.268555
	Iteration 25Q: 3 clusters Score -2.244432e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185888 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -22444740.000000 Penalty: 6029.268555
	Iteration 26Q: 3 clusters Score -2.244474e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186486 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -22445020.000000 Penalty: 6029.268555
	Iteration 27Q: 3 clusters Score -2.244502e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186965 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -22445246.000000 Penalty: 6029.268555
	Iteration 28Q: 3 clusters Score -2.244525e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187348 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -22445406.000000 Penalty: 6029.268555
	Iteration 29Q: 3 clusters Score -2.244541e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187602 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -22445570.000000 Penalty: 6029.268555
	Iteration 30Q: 3 clusters Score -2.244557e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187783 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -22445642.000000 Penalty: 6029.268555
	Iteration 31Q: 3 clusters Score -2.244564e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187934 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -22445676.000000 Penalty: 6029.268555
	Iteration 32Q: 3 clusters Score -2.244568e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188056 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -22445748.000000 Penalty: 6029.268555
	Iteration 33Q: 3 clusters Score -2.244575e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188157 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -22445798.000000 Penalty: 6029.268555
	Iteration 34Q: 3 clusters Score -2.24458e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188239 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -22445846.000000 Penalty: 6029.268555
	Iteration 35Q: 3 clusters Score -2.244585e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188302 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -22445850.000000 Penalty: 6029.268555
	Iteration 36Q: 3 clusters Score -2.244585e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188345 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -22445858.000000 Penalty: 6029.268555
	Iteration 37Q: 3 clusters Score -2.244586e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188389 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -22445928.000000 Penalty: 6029.268555
	Iteration 38Q: 3 clusters Score -2.244593e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188423 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -22445942.000000 Penalty: 6029.268555
	Iteration 39Q: 3 clusters Score -2.244594e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188458 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -22445950.000000 Penalty: 6029.268555
	Iteration 40F: 3 clusters Score -2.244595e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188483 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -22445994.000000 Penalty: 6029.268555
	Iteration 41Q: 3 clusters Score -2.244599e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188512 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -22446002.000000 Penalty: 6029.268555
	Iteration 42Q: 3 clusters Score -2.2446e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188537 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -22446002.000000 Penalty: 6029.268555
	Iteration 43Q: 3 clusters Score -2.2446e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188559 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -22446030.000000 Penalty: 6029.268555
	Iteration 44Q: 3 clusters Score -2.244603e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188573 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -22446042.000000 Penalty: 6029.268555
	Iteration 45Q: 3 clusters Score -2.244604e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188579 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -22446036.000000 Penalty: 6029.268555
	Iteration 46Q: 3 clusters Score -2.244604e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188590 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -22446052.000000 Penalty: 6029.268555
	Iteration 47Q: 3 clusters Score -2.244605e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188595 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -22446048.000000 Penalty: 6029.268555
	Iteration 48Q: 3 clusters Score -2.244605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188603 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -22446032.000000 Penalty: 6029.268555
	Iteration 49Q: 3 clusters Score -2.244603e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188610 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -22446036.000000 Penalty: 6029.268555
	Iteration 50Q: 3 clusters Score -2.244604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188615 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -22446048.000000 Penalty: 6029.268555
	Iteration 51Q: 3 clusters Score -2.244605e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188623 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -22446046.000000 Penalty: 6029.268555
	Iteration 52Q: 3 clusters Score -2.244605e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188635 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -22446066.000000 Penalty: 6029.268555
	Iteration 53Q: 3 clusters Score -2.244607e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188643 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -22446076.000000 Penalty: 6029.268555
	Iteration 54Q: 3 clusters Score -2.244608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188650 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -22446088.000000 Penalty: 6029.268555
	Iteration 55Q: 3 clusters Score -2.244609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188658 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -22446074.000000 Penalty: 6029.268555
	Iteration 56Q: 3 clusters Score -2.244607e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188668 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -22446076.000000 Penalty: 6029.268555
	Iteration 57Q: 3 clusters Score -2.244608e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188676 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -22446094.000000 Penalty: 6029.268555
	Iteration 58Q: 3 clusters Score -2.244609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188681 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -22446086.000000 Penalty: 6029.268555
	Iteration 59Q: 3 clusters Score -2.244609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188689 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -22446086.000000 Penalty: 6029.268555
	Iteration 60F: 3 clusters Score -2.244609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188701 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -22446100.000000 Penalty: 6029.268555
	Iteration 61Q: 3 clusters Score -2.24461e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188715 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -22446106.000000 Penalty: 6029.268555
	Iteration 62Q: 3 clusters Score -2.244611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188723 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -22446088.000000 Penalty: 6029.268555
	Iteration 63Q: 3 clusters Score -2.244609e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188728 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -22446088.000000 Penalty: 6029.268555
	Iteration 64Q: 3 clusters Score -2.244609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188737 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -22446094.000000 Penalty: 6029.268555
	Iteration 65Q: 3 clusters Score -2.244609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188748 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -22446088.000000 Penalty: 6029.268555
	Iteration 66Q: 3 clusters Score -2.244609e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188758 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -22446108.000000 Penalty: 6029.268555
	Iteration 67Q: 3 clusters Score -2.244611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188764 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -22446116.000000 Penalty: 6029.268555
	Iteration 68Q: 3 clusters Score -2.244612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188772 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -22446098.000000 Penalty: 6029.268555
	Iteration 69Q: 3 clusters Score -2.24461e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188777 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -22446118.000000 Penalty: 6029.268555
	Iteration 70Q: 3 clusters Score -2.244612e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188785 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -22446134.000000 Penalty: 6029.268555
	Iteration 71Q: 3 clusters Score -2.244613e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188795 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -22446146.000000 Penalty: 6029.268555
	Iteration 72Q: 3 clusters Score -2.244615e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188803 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -22446138.000000 Penalty: 6029.268555
	Iteration 73Q: 3 clusters Score -2.244614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188807 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -22446122.000000 Penalty: 6029.268555
	Iteration 74Q: 3 clusters Score -2.244612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188809 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22446128.000000 Penalty: 6029.268555
	Iteration 75Q: 3 clusters Score -2.244613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188809 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -22446128.000000 Penalty: 6029.268555
	Iteration 76F: 3 clusters Score -2.244613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (23181 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Entering Unmasked Estep 
Score: -2537782.500000 Penalty: 2492.669922
	Iteration 0F: 2 clusters Score -2537782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 11626 members 
Entering Unmasked Estep 
Score: -2521578.000000 Penalty: 4985.339844
	Iteration 0F: 3 clusters Score -2521578 nChanged 10401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 11781 members 
Entering Unmasked Estep 
Score: -2527435.500000 Penalty: 4985.339844
	Iteration 1F: 3 clusters Score -2527436 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 11801 members 
Entering Unmasked Estep 
Score: -2528171.000000 Penalty: 4985.339844
	Iteration 2F: 3 clusters Score -2528171 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11370 members 
Mstep: Class 2 contains 11811 members 
Entering Unmasked Estep 
Score: -2528887.000000 Penalty: 4985.339844
	Iteration 3F: 3 clusters Score -2528887 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -2529615.750000 Penalty: 4985.339844
	Iteration 4F: 3 clusters Score -2529616 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2530376.750000 Penalty: 4985.339844
	Iteration 5F: 3 clusters Score -2530377 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2531093.750000 Penalty: 4985.339844
	Iteration 6F: 3 clusters Score -2531094 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2531788.000000 Penalty: 4985.339844
	Iteration 7F: 3 clusters Score -2531788 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -2532442.250000 Penalty: 4985.339844
	Iteration 8Q: 3 clusters Score -2532442 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2532986.250000 Penalty: 4985.339844
	Iteration 9Q: 3 clusters Score -2532986 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2533489.750000 Penalty: 4985.339844
	Iteration 10Q: 3 clusters Score -2533490 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2533941.500000 Penalty: 4985.339844
	Iteration 11Q: 3 clusters Score -2533942 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -2534337.000000 Penalty: 4985.339844
	Iteration 12Q: 3 clusters Score -2534337 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -2534625.750000 Penalty: 4985.339844
	Iteration 13Q: 3 clusters Score -2534626 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2534869.250000 Penalty: 4985.339844
	Iteration 14Q: 3 clusters Score -2534869 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -2535084.750000 Penalty: 4985.339844
	Iteration 15Q: 3 clusters Score -2535085 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -2535306.250000 Penalty: 4985.339844
	Iteration 16Q: 3 clusters Score -2535306 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2535474.250000 Penalty: 4985.339844
	Iteration 17Q: 3 clusters Score -2535474 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 16766 members 
Entering Unmasked Estep 
Score: -2535601.500000 Penalty: 4985.339844
	Iteration 18Q: 3 clusters Score -2535602 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2535711.250000 Penalty: 4985.339844
	Iteration 19Q: 3 clusters Score -2535711 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2535799.500000 Penalty: 4985.339844
	Iteration 20F: 3 clusters Score -2535800 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2535856.000000 Penalty: 4985.339844
	Iteration 21Q: 3 clusters Score -2535856 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -2535878.500000 Penalty: 4985.339844
	Iteration 22Q: 3 clusters Score -2535878 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5629 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2535893.000000 Penalty: 4985.339844
	Iteration 23Q: 3 clusters Score -2535893 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2535908.500000 Penalty: 4985.339844
	Iteration 24Q: 3 clusters Score -2535908 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -2535916.500000 Penalty: 4985.339844
	Iteration 25Q: 3 clusters Score -2535916 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 17735 members 
Entering Unmasked Estep 
Score: -2535932.750000 Penalty: 4985.339844
	Iteration 26Q: 3 clusters Score -2535933 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -2535935.500000 Penalty: 4985.339844
	Iteration 27Q: 3 clusters Score -2535936 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2535944.750000 Penalty: 4985.339844
	Iteration 28Q: 3 clusters Score -2535945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -2535951.250000 Penalty: 4985.339844
	Iteration 29Q: 3 clusters Score -2535951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2535955.750000 Penalty: 4985.339844
	Iteration 30Q: 3 clusters Score -2535956 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2535957.750000 Penalty: 4985.339844
	Iteration 31Q: 3 clusters Score -2535958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -2535973.750000 Penalty: 4985.339844
	Iteration 32Q: 3 clusters Score -2535974 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -2535974.500000 Penalty: 4985.339844
	Iteration 33Q: 3 clusters Score -2535974 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -2535982.000000 Penalty: 4985.339844
	Iteration 34Q: 3 clusters Score -2535982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -2535985.000000 Penalty: 4985.339844
	Iteration 35Q: 3 clusters Score -2535985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2535984.750000 Penalty: 4985.339844
	Iteration 36Q: 3 clusters Score -2535985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -2535989.750000 Penalty: 4985.339844
	Iteration 37Q: 3 clusters Score -2535990 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 18088 members 
Entering Unmasked Estep 
Score: -2535992.750000 Penalty: 4985.339844
	Iteration 38Q: 3 clusters Score -2535993 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -2535992.500000 Penalty: 4985.339844
	Iteration 39Q: 3 clusters Score -2535992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -2535992.000000 Penalty: 4985.339844
	Iteration 40F: 3 clusters Score -2535992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -2535991.750000 Penalty: 4985.339844
	Iteration 41Q: 3 clusters Score -2535992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2535993.750000 Penalty: 4985.339844
	Iteration 42Q: 3 clusters Score -2535994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 18129 members 
Entering Unmasked Estep 
Score: -2535993.000000 Penalty: 4985.339844
	Iteration 43Q: 3 clusters Score -2535993 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2535996.750000 Penalty: 4985.339844
	Iteration 44Q: 3 clusters Score -2535997 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -2536000.000000 Penalty: 4985.339844
	Iteration 45Q: 3 clusters Score -2536000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2536000.500000 Penalty: 4985.339844
	Iteration 46Q: 3 clusters Score -2536000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2535998.500000 Penalty: 4985.339844
	Iteration 47Q: 3 clusters Score -2535998 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 18155 members 
Entering Unmasked Estep 
Score: -2536000.500000 Penalty: 4985.339844
	Iteration 48Q: 3 clusters Score -2536000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2535997.750000 Penalty: 4985.339844
	Iteration 49Q: 3 clusters Score -2535998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 18160 members 
Entering Unmasked Estep 
Score: -2536002.250000 Penalty: 4985.339844
	Iteration 50Q: 3 clusters Score -2536002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 18164 members 
Entering Unmasked Estep 
Score: -2536004.750000 Penalty: 4985.339844
	Iteration 51Q: 3 clusters Score -2536005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2536006.250000 Penalty: 4985.339844
	Iteration 52Q: 3 clusters Score -2536006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 18176 members 
Entering Unmasked Estep 
Score: -2536005.500000 Penalty: 4985.339844
	Iteration 53Q: 3 clusters Score -2536006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2536004.000000 Penalty: 4985.339844
	Iteration 54Q: 3 clusters Score -2536004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2535999.500000 Penalty: 4985.339844
	Iteration 55Q: 3 clusters Score -2536000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -2535995.500000 Penalty: 4985.339844
	Iteration 56Q: 3 clusters Score -2535996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2536000.250000 Penalty: 4985.339844
	Iteration 57Q: 3 clusters Score -2536000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2536001.250000 Penalty: 4985.339844
	Iteration 58Q: 3 clusters Score -2536001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2536003.250000 Penalty: 4985.339844
	Iteration 59Q: 3 clusters Score -2536003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -2536001.500000 Penalty: 4985.339844
	Iteration 60F: 3 clusters Score -2536002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2536002.000000 Penalty: 4985.339844
	Iteration 61Q: 3 clusters Score -2536002 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2535998.250000 Penalty: 4985.339844
	Iteration 62Q: 3 clusters Score -2535998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -2536002.000000 Penalty: 4985.339844
	Iteration 63Q: 3 clusters Score -2536002 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2536000.500000 Penalty: 4985.339844
	Iteration 64Q: 3 clusters Score -2536000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 18231 members 
Entering Unmasked Estep 
Score: -2536001.250000 Penalty: 4985.339844
	Iteration 65Q: 3 clusters Score -2536001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 18239 members 
Entering Unmasked Estep 
Score: -2535999.250000 Penalty: 4985.339844
	Iteration 66Q: 3 clusters Score -2535999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -2536002.750000 Penalty: 4985.339844
	Iteration 67Q: 3 clusters Score -2536003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -2536011.250000 Penalty: 4985.339844
	Iteration 68Q: 3 clusters Score -2536011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -2536004.000000 Penalty: 4985.339844
	Iteration 69Q: 3 clusters Score -2536004 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2536010.500000 Penalty: 4985.339844
	Iteration 70Q: 3 clusters Score -2536010 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -2536015.250000 Penalty: 4985.339844
	Iteration 71Q: 3 clusters Score -2536015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2536008.250000 Penalty: 4985.339844
	Iteration 72Q: 3 clusters Score -2536008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2536008.000000 Penalty: 4985.339844
	Iteration 73Q: 3 clusters Score -2536008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -2536009.750000 Penalty: 4985.339844
	Iteration 74Q: 3 clusters Score -2536010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2536010.500000 Penalty: 4985.339844
	Iteration 75Q: 3 clusters Score -2536010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2536014.000000 Penalty: 4985.339844
	Iteration 76Q: 3 clusters Score -2536014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2536015.750000 Penalty: 4985.339844
	Iteration 77Q: 3 clusters Score -2536016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 18376 members 
Entering Unmasked Estep 
Score: -2536014.000000 Penalty: 4985.339844
	Iteration 78Q: 3 clusters Score -2536014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2536015.750000 Penalty: 4985.339844
	Iteration 79Q: 3 clusters Score -2536016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -2536015.500000 Penalty: 4985.339844
	Iteration 80F: 3 clusters Score -2536016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (44606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Entering Unmasked Estep 
Score: -5029131.500000 Penalty: 2654.994629
	Iteration 0F: 2 clusters Score -5029132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22195 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4999135.500000 Penalty: 5309.989258
	Iteration 0F: 3 clusters Score -4999136 nChanged 20423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -5011058.000000 Penalty: 5309.989258
	Iteration 1F: 3 clusters Score -5011058 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20762 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -5013056.000000 Penalty: 5309.989258
	Iteration 2F: 3 clusters Score -5013056 nChanged 3422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -5015603.500000 Penalty: 5309.989258
	Iteration 3F: 3 clusters Score -5015604 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 27837 members 
Entering Unmasked Estep 
Score: -5018701.000000 Penalty: 5309.989258
	Iteration 4F: 3 clusters Score -5018701 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -5021873.500000 Penalty: 5309.989258
	Iteration 5F: 3 clusters Score -5021874 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -5024296.000000 Penalty: 5309.989258
	Iteration 6F: 3 clusters Score -5024296 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 34840 members 
Entering Unmasked Estep 
Score: -5025483.500000 Penalty: 5309.989258
	Iteration 7Q: 3 clusters Score -5025484 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 35887 members 
Entering Unmasked Estep 
Score: -5026092.000000 Penalty: 5309.989258
	Iteration 8Q: 3 clusters Score -5026092 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 36698 members 
Entering Unmasked Estep 
Score: -5026479.000000 Penalty: 5309.989258
	Iteration 9Q: 3 clusters Score -5026479 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 37437 members 
Entering Unmasked Estep 
Score: -5026859.000000 Penalty: 5309.989258
	Iteration 10Q: 3 clusters Score -5026859 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -5027286.000000 Penalty: 5309.989258
	Iteration 11Q: 3 clusters Score -5027286 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 39009 members 
Entering Unmasked Estep 
Score: -5027945.000000 Penalty: 5309.989258
	Iteration 12Q: 3 clusters Score -5027945 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -5028796.500000 Penalty: 5309.989258
	Iteration 13Q: 3 clusters Score -5028796 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 40613 members 
Entering Unmasked Estep 
Score: -5029684.000000 Penalty: 5309.989258
	Iteration 14Q: 3 clusters Score -5029684 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -5030070.000000 Penalty: 5309.989258
	Iteration 15Q: 3 clusters Score -5030070 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 41400 members 
Entering Unmasked Estep 
Score: -5030223.500000 Penalty: 5309.989258
	Iteration 16Q: 3 clusters Score -5030224 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -5030301.000000 Penalty: 5309.989258
	Iteration 17Q: 3 clusters Score -5030301 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -5030326.500000 Penalty: 5309.989258
	Iteration 18Q: 3 clusters Score -5030326 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 41843 members 
Entering Unmasked Estep 
Score: -5030337.000000 Penalty: 5309.989258
	Iteration 19Q: 3 clusters Score -5030337 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 41906 members 
Entering Unmasked Estep 
Score: -5030353.500000 Penalty: 5309.989258
	Iteration 20F: 3 clusters Score -5030354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 41954 members 
Entering Unmasked Estep 
Score: -5030362.500000 Penalty: 5309.989258
	Iteration 21Q: 3 clusters Score -5030362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -5030366.000000 Penalty: 5309.989258
	Iteration 22Q: 3 clusters Score -5030366 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -5030375.000000 Penalty: 5309.989258
	Iteration 23Q: 3 clusters Score -5030375 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -5030388.000000 Penalty: 5309.989258
	Iteration 24Q: 3 clusters Score -5030388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 42077 members 
Entering Unmasked Estep 
Score: -5030399.000000 Penalty: 5309.989258
	Iteration 25Q: 3 clusters Score -5030399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 42096 members 
Entering Unmasked Estep 
Score: -5030397.500000 Penalty: 5309.989258
	Iteration 26Q: 3 clusters Score -5030398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -5030404.500000 Penalty: 5309.989258
	Iteration 27Q: 3 clusters Score -5030404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -5030405.500000 Penalty: 5309.989258
	Iteration 28Q: 3 clusters Score -5030406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 42142 members 
Entering Unmasked Estep 
Score: -5030408.500000 Penalty: 5309.989258
	Iteration 29Q: 3 clusters Score -5030408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 42153 members 
Entering Unmasked Estep 
Score: -5030410.000000 Penalty: 5309.989258
	Iteration 30Q: 3 clusters Score -5030410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -5030410.000000 Penalty: 5309.989258
	Iteration 31Q: 3 clusters Score -5030410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -5030413.500000 Penalty: 5309.989258
	Iteration 32Q: 3 clusters Score -5030414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 42168 members 
Entering Unmasked Estep 
Score: -5030406.000000 Penalty: 5309.989258
	Iteration 33Q: 3 clusters Score -5030406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 42176 members 
Entering Unmasked Estep 
Score: -5030406.000000 Penalty: 5309.989258
	Iteration 34Q: 3 clusters Score -5030406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 42183 members 
Entering Unmasked Estep 
Score: -5030409.000000 Penalty: 5309.989258
	Iteration 35Q: 3 clusters Score -5030409 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 42188 members 
Entering Unmasked Estep 
Score: -5030410.000000 Penalty: 5309.989258
	Iteration 36Q: 3 clusters Score -5030410 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 42190 members 
Entering Unmasked Estep 
Score: -5030406.500000 Penalty: 5309.989258
	Iteration 37Q: 3 clusters Score -5030406 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 42191 members 
Entering Unmasked Estep 
Score: -5030405.000000 Penalty: 5309.989258
	Iteration 38Q: 3 clusters Score -5030405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -5030408.000000 Penalty: 5309.989258
	Iteration 39Q: 3 clusters Score -5030408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 42192 members 
Entering Unmasked Estep 
Score: -5030408.000000 Penalty: 5309.989258
	Iteration 40F: 3 clusters Score -5030408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 18495 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 190191 members 
Mstep: Class 6 contains 23181 members 
Mstep: Class 7 contains 2414 members 
Mstep: Class 8 contains 296827 members 
Mstep: Class 9 contains 9296 members 
Mstep: Class 10 contains 112277 members 
Mstep: Class 11 contains 14129 members 
Mstep: Class 12 contains 36321 members 
Mstep: Class 13 contains 37480 members 
Mstep: Class 14 contains 31964 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 8755 members 
Mstep: Class 17 contains 7862 members 
Mstep: Class 18 contains 39605 members 
Mstep: Class 19 contains 10073 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 175361 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 889 members 
Mstep: Class 24 contains 23499 members 
Mstep: Class 25 contains 297271 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 42192 members 
Entering Unmasked Estep 
Score: -161444208.000000 Penalty: 94850.351562
Splitting cluster 7 changes total score from -161445520.000000 to -161444208.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (296827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296827 members 
Entering Unmasked Estep 
Score: -34993800.000000 Penalty: 3125.024414
	Iteration 0F: 2 clusters Score -3.49938e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148917 members 
Mstep: Class 2 contains 147910 members 
Entering Unmasked Estep 
Score: -34801932.000000 Penalty: 6250.048828
	Iteration 0F: 3 clusters Score -3.480193e+07 nChanged 143760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160739 members 
Mstep: Class 2 contains 136088 members 
Entering Unmasked Estep 
Score: -34889092.000000 Penalty: 6250.048828
	Iteration 1F: 3 clusters Score -3.488909e+07 nChanged 13029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169092 members 
Mstep: Class 2 contains 127735 members 
Entering Unmasked Estep 
Score: -34894280.000000 Penalty: 6250.048828
	Iteration 2Q: 3 clusters Score -3.489428e+07 nChanged 17662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182092 members 
Mstep: Class 2 contains 114735 members 
Entering Unmasked Estep 
Score: -34904160.000000 Penalty: 6250.048828
	Iteration 3F: 3 clusters Score -3.490416e+07 nChanged 22761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200643 members 
Mstep: Class 2 contains 96184 members 
Entering Unmasked Estep 
Score: -34920116.000000 Penalty: 6250.048828
	Iteration 4F: 3 clusters Score -3.492012e+07 nChanged 24971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222338 members 
Mstep: Class 2 contains 74489 members 
Entering Unmasked Estep 
Score: -34940960.000000 Penalty: 6250.048828
	Iteration 5F: 3 clusters Score -3.494096e+07 nChanged 22234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242364 members 
Mstep: Class 2 contains 54463 members 
Entering Unmasked Estep 
Score: -34961708.000000 Penalty: 6250.048828
	Iteration 6F: 3 clusters Score -3.496171e+07 nChanged 15906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256504 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -34976480.000000 Penalty: 6250.048828
	Iteration 7F: 3 clusters Score -3.497648e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264714 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -34983972.000000 Penalty: 6250.048828
	Iteration 8Q: 3 clusters Score -3.498397e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270074 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -34987468.000000 Penalty: 6250.048828
	Iteration 9Q: 3 clusters Score -3.498747e+07 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274292 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -34989536.000000 Penalty: 6250.048828
	Iteration 10Q: 3 clusters Score -3.498954e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277790 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -34990904.000000 Penalty: 6250.048828
	Iteration 11Q: 3 clusters Score -3.49909e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280727 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -34991988.000000 Penalty: 6250.048828
	Iteration 12Q: 3 clusters Score -3.499199e+07 nChanged 2474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283201 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -34992900.000000 Penalty: 6250.048828
	Iteration 13Q: 3 clusters Score -3.49929e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285251 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -34993280.000000 Penalty: 6250.048828
	Iteration 14Q: 3 clusters Score -3.499328e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286984 members 
Mstep: Class 2 contains 9843 members 
Entering Unmasked Estep 
Score: -34993820.000000 Penalty: 6250.048828
	Iteration 15Q: 3 clusters Score -3.499382e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288409 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -34994184.000000 Penalty: 6250.048828
	Iteration 16Q: 3 clusters Score -3.499418e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289600 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -34994308.000000 Penalty: 6250.048828
	Iteration 17Q: 3 clusters Score -3.499431e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290606 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -34994392.000000 Penalty: 6250.048828
	Iteration 18Q: 3 clusters Score -3.499439e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291354 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -34994472.000000 Penalty: 6250.048828
	Iteration 19Q: 3 clusters Score -3.499447e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291946 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -34994272.000000 Penalty: 6250.048828
	Iteration 20F: 3 clusters Score -3.499427e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292433 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -34994160.000000 Penalty: 6250.048828
	Iteration 21Q: 3 clusters Score -3.499416e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292817 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -34994076.000000 Penalty: 6250.048828
	Iteration 22Q: 3 clusters Score -3.499408e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293132 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -34994000.000000 Penalty: 6250.048828
	Iteration 23Q: 3 clusters Score -3.4994e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293394 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -34993928.000000 Penalty: 6250.048828
	Iteration 24Q: 3 clusters Score -3.499393e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293606 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -34993776.000000 Penalty: 6250.048828
	Iteration 25Q: 3 clusters Score -3.499378e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293805 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -34993696.000000 Penalty: 6250.048828
	Iteration 26Q: 3 clusters Score -3.49937e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293949 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -34993564.000000 Penalty: 6250.048828
	Iteration 27Q: 3 clusters Score -3.499356e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294082 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -34993504.000000 Penalty: 6250.048828
	Iteration 28Q: 3 clusters Score -3.49935e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294212 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -34993376.000000 Penalty: 6250.048828
	Iteration 29Q: 3 clusters Score -3.499338e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294318 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -34993396.000000 Penalty: 6250.048828
	Iteration 30Q: 3 clusters Score -3.49934e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294397 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -34993344.000000 Penalty: 6250.048828
	Iteration 31Q: 3 clusters Score -3.499334e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294455 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -34993320.000000 Penalty: 6250.048828
	Iteration 32Q: 3 clusters Score -3.499332e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294509 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -34993320.000000 Penalty: 6250.048828
	Iteration 33Q: 3 clusters Score -3.499332e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294564 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -34993280.000000 Penalty: 6250.048828
	Iteration 34Q: 3 clusters Score -3.499328e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294614 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -34993284.000000 Penalty: 6250.048828
	Iteration 35Q: 3 clusters Score -3.499328e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294651 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -34993252.000000 Penalty: 6250.048828
	Iteration 36Q: 3 clusters Score -3.499325e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294685 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -34993244.000000 Penalty: 6250.048828
	Iteration 37Q: 3 clusters Score -3.499324e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294721 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -34993224.000000 Penalty: 6250.048828
	Iteration 38Q: 3 clusters Score -3.499322e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294755 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -34993152.000000 Penalty: 6250.048828
	Iteration 39Q: 3 clusters Score -3.499315e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294789 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -34993124.000000 Penalty: 6250.048828
	Iteration 40F: 3 clusters Score -3.499312e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294825 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -34993076.000000 Penalty: 6250.048828
	Iteration 41Q: 3 clusters Score -3.499308e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294855 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -34993044.000000 Penalty: 6250.048828
	Iteration 42Q: 3 clusters Score -3.499304e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294883 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -34993016.000000 Penalty: 6250.048828
	Iteration 43Q: 3 clusters Score -3.499302e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294917 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -34992996.000000 Penalty: 6250.048828
	Iteration 44Q: 3 clusters Score -3.4993e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294937 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -34992996.000000 Penalty: 6250.048828
	Iteration 45Q: 3 clusters Score -3.4993e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294962 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -34993004.000000 Penalty: 6250.048828
	Iteration 46Q: 3 clusters Score -3.4993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294985 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -34992992.000000 Penalty: 6250.048828
	Iteration 47Q: 3 clusters Score -3.499299e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295000 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -34992960.000000 Penalty: 6250.048828
	Iteration 48Q: 3 clusters Score -3.499296e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295018 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -34992936.000000 Penalty: 6250.048828
	Iteration 49Q: 3 clusters Score -3.499294e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295027 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -34992952.000000 Penalty: 6250.048828
	Iteration 50Q: 3 clusters Score -3.499295e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295036 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -34992948.000000 Penalty: 6250.048828
	Iteration 51Q: 3 clusters Score -3.499295e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295046 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -34992972.000000 Penalty: 6250.048828
	Iteration 52Q: 3 clusters Score -3.499297e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295049 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -34992972.000000 Penalty: 6250.048828
	Iteration 53Q: 3 clusters Score -3.499297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295052 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -34992940.000000 Penalty: 6250.048828
	Iteration 54Q: 3 clusters Score -3.499294e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295055 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -34992972.000000 Penalty: 6250.048828
	Iteration 55Q: 3 clusters Score -3.499297e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295056 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -34992968.000000 Penalty: 6250.048828
	Iteration 56Q: 3 clusters Score -3.499297e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295057 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -34992976.000000 Penalty: 6250.048828
	Iteration 57Q: 3 clusters Score -3.499298e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295058 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -34992980.000000 Penalty: 6250.048828
	Iteration 58Q: 3 clusters Score -3.499298e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295060 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -34992984.000000 Penalty: 6250.048828
	Iteration 59Q: 3 clusters Score -3.499298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295058 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -34992988.000000 Penalty: 6250.048828
	Iteration 60F: 3 clusters Score -3.499299e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9296 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9296 members 
Entering Unmasked Estep 
Score: -1087922.500000 Penalty: 2266.060303
	Iteration 0F: 2 clusters Score -1087922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1080773.500000 Penalty: 4532.120605
	Iteration 0F: 3 clusters Score -1080774 nChanged 3810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1082753.875000 Penalty: 4532.120605
	Iteration 1F: 3 clusters Score -1082754 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1083002.500000 Penalty: 4532.120605
	Iteration 2F: 3 clusters Score -1083002 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1083158.875000 Penalty: 4532.120605
	Iteration 3Q: 3 clusters Score -1083159 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1083256.250000 Penalty: 4532.120605
	Iteration 4Q: 3 clusters Score -1083256 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -1083333.500000 Penalty: 4532.120605
	Iteration 5Q: 3 clusters Score -1083334 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1083388.500000 Penalty: 4532.120605
	Iteration 6Q: 3 clusters Score -1083388 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1083430.875000 Penalty: 4532.120605
	Iteration 7Q: 3 clusters Score -1083431 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1083469.375000 Penalty: 4532.120605
	Iteration 8Q: 3 clusters Score -1083469 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1083512.750000 Penalty: 4532.120605
	Iteration 9Q: 3 clusters Score -1083513 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1083551.500000 Penalty: 4532.120605
	Iteration 10Q: 3 clusters Score -1083552 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1083591.750000 Penalty: 4532.120605
	Iteration 11Q: 3 clusters Score -1083592 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1083640.500000 Penalty: 4532.120605
	Iteration 12Q: 3 clusters Score -1083640 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1083685.875000 Penalty: 4532.120605
	Iteration 13Q: 3 clusters Score -1083686 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1083736.250000 Penalty: 4532.120605
	Iteration 14Q: 3 clusters Score -1083736 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1083792.625000 Penalty: 4532.120605
	Iteration 15Q: 3 clusters Score -1083793 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1083878.000000 Penalty: 4532.120605
	Iteration 16Q: 3 clusters Score -1083878 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -1083986.625000 Penalty: 4532.120605
	Iteration 17Q: 3 clusters Score -1083987 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1084108.875000 Penalty: 4532.120605
	Iteration 18Q: 3 clusters Score -1084109 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1084250.375000 Penalty: 4532.120605
	Iteration 19Q: 3 clusters Score -1084250 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1084412.750000 Penalty: 4532.120605
	Iteration 20F: 3 clusters Score -1084413 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1084567.750000 Penalty: 4532.120605
	Iteration 21Q: 3 clusters Score -1084568 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1084730.125000 Penalty: 4532.120605
	Iteration 22Q: 3 clusters Score -1084730 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1084904.750000 Penalty: 4532.120605
	Iteration 23Q: 3 clusters Score -1084905 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7813 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1085049.500000 Penalty: 4532.120605
	Iteration 24Q: 3 clusters Score -1085050 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -1085186.500000 Penalty: 4532.120605
	Iteration 25Q: 3 clusters Score -1085186 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1085313.125000 Penalty: 4532.120605
	Iteration 26Q: 3 clusters Score -1085313 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1085428.875000 Penalty: 4532.120605
	Iteration 27Q: 3 clusters Score -1085429 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1085510.000000 Penalty: 4532.120605
	Iteration 28Q: 3 clusters Score -1085510 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1085585.250000 Penalty: 4532.120605
	Iteration 29Q: 3 clusters Score -1085585 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1085663.250000 Penalty: 4532.120605
	Iteration 30Q: 3 clusters Score -1085663 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1085744.375000 Penalty: 4532.120605
	Iteration 31Q: 3 clusters Score -1085744 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1085821.000000 Penalty: 4532.120605
	Iteration 32Q: 3 clusters Score -1085821 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1085874.875000 Penalty: 4532.120605
	Iteration 33Q: 3 clusters Score -1085875 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -1085903.875000 Penalty: 4532.120605
	Iteration 34Q: 3 clusters Score -1085904 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1085923.250000 Penalty: 4532.120605
	Iteration 35Q: 3 clusters Score -1085923 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1085940.500000 Penalty: 4532.120605
	Iteration 36Q: 3 clusters Score -1085940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1085948.125000 Penalty: 4532.120605
	Iteration 37Q: 3 clusters Score -1085948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -1085954.750000 Penalty: 4532.120605
	Iteration 38Q: 3 clusters Score -1085955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1085960.000000 Penalty: 4532.120605
	Iteration 39Q: 3 clusters Score -1085960 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1085964.000000 Penalty: 4532.120605
	Iteration 40F: 3 clusters Score -1085964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1085966.875000 Penalty: 4532.120605
	Iteration 41Q: 3 clusters Score -1085967 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1085970.000000 Penalty: 4532.120605
	Iteration 42Q: 3 clusters Score -1085970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1085976.125000 Penalty: 4532.120605
	Iteration 43Q: 3 clusters Score -1085976 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -1085977.125000 Penalty: 4532.120605
	Iteration 44Q: 3 clusters Score -1085977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1085978.500000 Penalty: 4532.120605
	Iteration 45Q: 3 clusters Score -1085978 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1085980.875000 Penalty: 4532.120605
	Iteration 46Q: 3 clusters Score -1085981 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1085980.875000 Penalty: 4532.120605
	Iteration 47F: 3 clusters Score -1085981 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (112277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112277 members 
Entering Unmasked Estep 
Score: -13046854.000000 Penalty: 2883.923584
	Iteration 0F: 2 clusters Score -1.304685e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 55986 members 
Entering Unmasked Estep 
Score: -12971727.000000 Penalty: 5767.847168
	Iteration 0F: 3 clusters Score -1.297173e+07 nChanged 53260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58361 members 
Mstep: Class 2 contains 53916 members 
Entering Unmasked Estep 
Score: -13001954.000000 Penalty: 5767.847168
	Iteration 1F: 3 clusters Score -1.300195e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59511 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -13002667.000000 Penalty: 5767.847168
	Iteration 2Q: 3 clusters Score -1.300267e+07 nChanged 3310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61163 members 
Mstep: Class 2 contains 51114 members 
Entering Unmasked Estep 
Score: -13003413.000000 Penalty: 5767.847168
	Iteration 3Q: 3 clusters Score -1.300341e+07 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63723 members 
Mstep: Class 2 contains 48554 members 
Entering Unmasked Estep 
Score: -13004620.000000 Penalty: 5767.847168
	Iteration 4Q: 3 clusters Score -1.300462e+07 nChanged 4399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67462 members 
Mstep: Class 2 contains 44815 members 
Entering Unmasked Estep 
Score: -13006393.000000 Penalty: 5767.847168
	Iteration 5Q: 3 clusters Score -1.300639e+07 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72884 members 
Mstep: Class 2 contains 39393 members 
Entering Unmasked Estep 
Score: -13009655.000000 Penalty: 5767.847168
	Iteration 6F: 3 clusters Score -1.300966e+07 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80356 members 
Mstep: Class 2 contains 31921 members 
Entering Unmasked Estep 
Score: -13015162.000000 Penalty: 5767.847168
	Iteration 7F: 3 clusters Score -1.301516e+07 nChanged 9076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89392 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -13023220.000000 Penalty: 5767.847168
	Iteration 8F: 3 clusters Score -1.302322e+07 nChanged 9041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98415 members 
Mstep: Class 2 contains 13862 members 
Entering Unmasked Estep 
Score: -13032061.000000 Penalty: 5767.847168
	Iteration 9F: 3 clusters Score -1.303206e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105093 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -13038449.000000 Penalty: 5767.847168
	Iteration 10F: 3 clusters Score -1.303845e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108671 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -13041825.000000 Penalty: 5767.847168
	Iteration 11Q: 3 clusters Score -1.304182e+07 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110262 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -13043216.000000 Penalty: 5767.847168
	Iteration 12Q: 3 clusters Score -1.304322e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110899 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -13043808.000000 Penalty: 5767.847168
	Iteration 13Q: 3 clusters Score -1.304381e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111185 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -13044091.000000 Penalty: 5767.847168
	Iteration 14Q: 3 clusters Score -1.304409e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111329 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -13044210.000000 Penalty: 5767.847168
	Iteration 15Q: 3 clusters Score -1.304421e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111409 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -13044279.000000 Penalty: 5767.847168
	Iteration 16Q: 3 clusters Score -1.304428e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111448 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -13044327.000000 Penalty: 5767.847168
	Iteration 17Q: 3 clusters Score -1.304433e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111476 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -13044367.000000 Penalty: 5767.847168
	Iteration 18Q: 3 clusters Score -1.304437e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111501 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -13044407.000000 Penalty: 5767.847168
	Iteration 19Q: 3 clusters Score -1.304441e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111527 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13044436.000000 Penalty: 5767.847168
	Iteration 20F: 3 clusters Score -1.304444e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111542 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13044450.000000 Penalty: 5767.847168
	Iteration 21Q: 3 clusters Score -1.304445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111545 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -13044470.000000 Penalty: 5767.847168
	Iteration 22Q: 3 clusters Score -1.304447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111551 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -13044481.000000 Penalty: 5767.847168
	Iteration 23Q: 3 clusters Score -1.304448e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111557 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -13044507.000000 Penalty: 5767.847168
	Iteration 24Q: 3 clusters Score -1.304451e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111559 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13044519.000000 Penalty: 5767.847168
	Iteration 25Q: 3 clusters Score -1.304452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111568 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -13044534.000000 Penalty: 5767.847168
	Iteration 26Q: 3 clusters Score -1.304453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13044527.000000 Penalty: 5767.847168
	Iteration 27Q: 3 clusters Score -1.304453e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13044538.000000 Penalty: 5767.847168
	Iteration 28Q: 3 clusters Score -1.304454e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111573 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -13044534.000000 Penalty: 5767.847168
	Iteration 29Q: 3 clusters Score -1.304453e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111573 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -13044541.000000 Penalty: 5767.847168
	Iteration 30Q: 3 clusters Score -1.304454e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13044552.000000 Penalty: 5767.847168
	Iteration 31Q: 3 clusters Score -1.304455e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111573 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -13044546.000000 Penalty: 5767.847168
	Iteration 32Q: 3 clusters Score -1.304455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111572 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -13044548.000000 Penalty: 5767.847168
	Iteration 33Q: 3 clusters Score -1.304455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111570 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13044545.000000 Penalty: 5767.847168
	Iteration 34Q: 3 clusters Score -1.304454e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111569 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -13044548.000000 Penalty: 5767.847168
	Iteration 35Q: 3 clusters Score -1.304455e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111570 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -13044558.000000 Penalty: 5767.847168
	Iteration 36Q: 3 clusters Score -1.304456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13044550.000000 Penalty: 5767.847168
	Iteration 37Q: 3 clusters Score -1.304455e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111574 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -13044553.000000 Penalty: 5767.847168
	Iteration 38Q: 3 clusters Score -1.304455e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111575 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -13044560.000000 Penalty: 5767.847168
	Iteration 39Q: 3 clusters Score -1.304456e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111576 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -13044559.000000 Penalty: 5767.847168
	Iteration 40F: 3 clusters Score -1.304456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14129 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Entering Unmasked Estep 
Score: -1573593.375000 Penalty: 2369.884277
	Iteration 0F: 2 clusters Score -1573593 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 7100 members 
Entering Unmasked Estep 
Score: -1563249.750000 Penalty: 4739.768555
	Iteration 0F: 3 clusters Score -1563250 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1566700.125000 Penalty: 4739.768555
	Iteration 1F: 3 clusters Score -1566700 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1567248.125000 Penalty: 4739.768555
	Iteration 2F: 3 clusters Score -1567248 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -1567670.750000 Penalty: 4739.768555
	Iteration 3F: 3 clusters Score -1567671 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -1568019.750000 Penalty: 4739.768555
	Iteration 4F: 3 clusters Score -1568020 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1568300.250000 Penalty: 4739.768555
	Iteration 5Q: 3 clusters Score -1568300 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1568552.375000 Penalty: 4739.768555
	Iteration 6Q: 3 clusters Score -1568552 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1568793.875000 Penalty: 4739.768555
	Iteration 7Q: 3 clusters Score -1568794 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1569023.000000 Penalty: 4739.768555
	Iteration 8Q: 3 clusters Score -1569023 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 8063 members 
Entering Unmasked Estep 
Score: -1569274.875000 Penalty: 4739.768555
	Iteration 9Q: 3 clusters Score -1569275 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1569532.625000 Penalty: 4739.768555
	Iteration 10Q: 3 clusters Score -1569533 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 8312 members 
Entering Unmasked Estep 
Score: -1569796.125000 Penalty: 4739.768555
	Iteration 11Q: 3 clusters Score -1569796 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1570004.875000 Penalty: 4739.768555
	Iteration 12Q: 3 clusters Score -1570005 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1570219.375000 Penalty: 4739.768555
	Iteration 13Q: 3 clusters Score -1570219 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1570430.625000 Penalty: 4739.768555
	Iteration 14Q: 3 clusters Score -1570431 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -1570638.500000 Penalty: 4739.768555
	Iteration 15Q: 3 clusters Score -1570638 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1570794.750000 Penalty: 4739.768555
	Iteration 16Q: 3 clusters Score -1570795 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1570943.625000 Penalty: 4739.768555
	Iteration 17Q: 3 clusters Score -1570944 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -1571104.000000 Penalty: 4739.768555
	Iteration 18Q: 3 clusters Score -1571104 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 8760 members 
Entering Unmasked Estep 
Score: -1571271.875000 Penalty: 4739.768555
	Iteration 19Q: 3 clusters Score -1571272 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1571456.000000 Penalty: 4739.768555
	Iteration 20F: 3 clusters Score -1571456 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1571643.000000 Penalty: 4739.768555
	Iteration 21Q: 3 clusters Score -1571643 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 8604 members 
Entering Unmasked Estep 
Score: -1571860.625000 Penalty: 4739.768555
	Iteration 22Q: 3 clusters Score -1571861 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1572050.000000 Penalty: 4739.768555
	Iteration 23Q: 3 clusters Score -1572050 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 8509 members 
Entering Unmasked Estep 
Score: -1572206.000000 Penalty: 4739.768555
	Iteration 24Q: 3 clusters Score -1572206 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -1572305.500000 Penalty: 4739.768555
	Iteration 25Q: 3 clusters Score -1572306 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 8539 members 
Entering Unmasked Estep 
Score: -1572374.500000 Penalty: 4739.768555
	Iteration 26Q: 3 clusters Score -1572374 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -1572424.000000 Penalty: 4739.768555
	Iteration 27Q: 3 clusters Score -1572424 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1572471.375000 Penalty: 4739.768555
	Iteration 28Q: 3 clusters Score -1572471 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -1572512.500000 Penalty: 4739.768555
	Iteration 29Q: 3 clusters Score -1572512 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -1572535.125000 Penalty: 4739.768555
	Iteration 30Q: 3 clusters Score -1572535 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -1572556.750000 Penalty: 4739.768555
	Iteration 31Q: 3 clusters Score -1572557 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -1572570.625000 Penalty: 4739.768555
	Iteration 32Q: 3 clusters Score -1572571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -1572578.000000 Penalty: 4739.768555
	Iteration 33Q: 3 clusters Score -1572578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1572598.375000 Penalty: 4739.768555
	Iteration 34Q: 3 clusters Score -1572598 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
Score: -1572600.125000 Penalty: 4739.768555
	Iteration 35Q: 3 clusters Score -1572600 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 8841 members 
Entering Unmasked Estep 
Score: -1572612.000000 Penalty: 4739.768555
	Iteration 36Q: 3 clusters Score -1572612 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1572619.375000 Penalty: 4739.768555
	Iteration 37Q: 3 clusters Score -1572619 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -1572623.750000 Penalty: 4739.768555
	Iteration 38Q: 3 clusters Score -1572624 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -1572627.875000 Penalty: 4739.768555
	Iteration 39Q: 3 clusters Score -1572628 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1572629.500000 Penalty: 4739.768555
	Iteration 40F: 3 clusters Score -1572630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -1572629.875000 Penalty: 4739.768555
	Iteration 41Q: 3 clusters Score -1572630 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1572632.375000 Penalty: 4739.768555
	Iteration 42Q: 3 clusters Score -1572632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1572633.625000 Penalty: 4739.768555
	Iteration 43Q: 3 clusters Score -1572634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1572631.250000 Penalty: 4739.768555
	Iteration 44Q: 3 clusters Score -1572631 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1572633.750000 Penalty: 4739.768555
	Iteration 45Q: 3 clusters Score -1572634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 8948 members 
Entering Unmasked Estep 
Score: -1572633.125000 Penalty: 4739.768555
	Iteration 46Q: 3 clusters Score -1572633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -1572635.750000 Penalty: 4739.768555
	Iteration 47Q: 3 clusters Score -1572636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1572638.125000 Penalty: 4739.768555
	Iteration 48Q: 3 clusters Score -1572638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1572640.375000 Penalty: 4739.768555
	Iteration 49Q: 3 clusters Score -1572640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1572639.125000 Penalty: 4739.768555
	Iteration 50Q: 3 clusters Score -1572639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1572643.375000 Penalty: 4739.768555
	Iteration 51Q: 3 clusters Score -1572643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1572644.750000 Penalty: 4739.768555
	Iteration 52Q: 3 clusters Score -1572645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8984 members 
Entering Unmasked Estep 
Score: -1572648.625000 Penalty: 4739.768555
	Iteration 53Q: 3 clusters Score -1572649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1572646.000000 Penalty: 4739.768555
	Iteration 54Q: 3 clusters Score -1572646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1572644.000000 Penalty: 4739.768555
	Iteration 55Q: 3 clusters Score -1572644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1572644.500000 Penalty: 4739.768555
	Iteration 56Q: 3 clusters Score -1572644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1572646.375000 Penalty: 4739.768555
	Iteration 57Q: 3 clusters Score -1572646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -1572647.125000 Penalty: 4739.768555
	Iteration 58Q: 3 clusters Score -1572647 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 9015 members 
Entering Unmasked Estep 
Score: -1572650.500000 Penalty: 4739.768555
	Iteration 59Q: 3 clusters Score -1572650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -1572648.875000 Penalty: 4739.768555
	Iteration 60F: 3 clusters Score -1572649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1572649.125000 Penalty: 4739.768555
	Iteration 61Q: 3 clusters Score -1572649 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1572647.000000 Penalty: 4739.768555
	Iteration 62Q: 3 clusters Score -1572647 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -1572649.125000 Penalty: 4739.768555
	Iteration 63Q: 3 clusters Score -1572649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1572650.500000 Penalty: 4739.768555
	Iteration 64Q: 3 clusters Score -1572650 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1572650.000000 Penalty: 4739.768555
	Iteration 65Q: 3 clusters Score -1572650 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -1572650.000000 Penalty: 4739.768555
	Iteration 66F: 3 clusters Score -1572650 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (36321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Entering Unmasked Estep 
Score: -4342064.500000 Penalty: 2604.037598
	Iteration 0F: 2 clusters Score -4342064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -4317165.500000 Penalty: 5208.075195
	Iteration 0F: 3 clusters Score -4317166 nChanged 16668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 17786 members 
Entering Unmasked Estep 
Score: -4326471.500000 Penalty: 5208.075195
	Iteration 1F: 3 clusters Score -4326472 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -4327055.500000 Penalty: 5208.075195
	Iteration 2Q: 3 clusters Score -4327056 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -4327730.500000 Penalty: 5208.075195
	Iteration 3Q: 3 clusters Score -4327730 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20337 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -4328602.500000 Penalty: 5208.075195
	Iteration 4Q: 3 clusters Score -4328602 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -4329734.500000 Penalty: 5208.075195
	Iteration 5F: 3 clusters Score -4329734 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -4331202.000000 Penalty: 5208.075195
	Iteration 6F: 3 clusters Score -4331202 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 12058 members 
Entering Unmasked Estep 
Score: -4332995.000000 Penalty: 5208.075195
	Iteration 7F: 3 clusters Score -4332995 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -4334814.500000 Penalty: 5208.075195
	Iteration 8F: 3 clusters Score -4334814 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -4336144.500000 Penalty: 5208.075195
	Iteration 9F: 3 clusters Score -4336144 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -4336914.000000 Penalty: 5208.075195
	Iteration 10Q: 3 clusters Score -4336914 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27895 members 
Mstep: Class 2 contains 8426 members 
Entering Unmasked Estep 
Score: -4337298.000000 Penalty: 5208.075195
	Iteration 11Q: 3 clusters Score -4337298 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28386 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -4337565.000000 Penalty: 5208.075195
	Iteration 12Q: 3 clusters Score -4337565 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28844 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -4337812.000000 Penalty: 5208.075195
	Iteration 13Q: 3 clusters Score -4337812 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29294 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -4338089.500000 Penalty: 5208.075195
	Iteration 14Q: 3 clusters Score -4338090 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29675 members 
Mstep: Class 2 contains 6646 members 
Entering Unmasked Estep 
Score: -4338238.500000 Penalty: 5208.075195
	Iteration 15Q: 3 clusters Score -4338238 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30003 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -4338405.000000 Penalty: 5208.075195
	Iteration 16Q: 3 clusters Score -4338405 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30306 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -4338523.500000 Penalty: 5208.075195
	Iteration 17Q: 3 clusters Score -4338524 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -4338622.500000 Penalty: 5208.075195
	Iteration 18Q: 3 clusters Score -4338622 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4338715.000000 Penalty: 5208.075195
	Iteration 19Q: 3 clusters Score -4338715 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -4338809.500000 Penalty: 5208.075195
	Iteration 20F: 3 clusters Score -4338810 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -4338889.500000 Penalty: 5208.075195
	Iteration 21Q: 3 clusters Score -4338890 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -4338959.500000 Penalty: 5208.075195
	Iteration 22Q: 3 clusters Score -4338960 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31823 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -4339041.000000 Penalty: 5208.075195
	Iteration 23Q: 3 clusters Score -4339041 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -4339109.000000 Penalty: 5208.075195
	Iteration 24Q: 3 clusters Score -4339109 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -4339175.000000 Penalty: 5208.075195
	Iteration 25Q: 3 clusters Score -4339175 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32442 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -4339252.500000 Penalty: 5208.075195
	Iteration 26Q: 3 clusters Score -4339252 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -4339318.500000 Penalty: 5208.075195
	Iteration 27Q: 3 clusters Score -4339318 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32797 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -4339376.500000 Penalty: 5208.075195
	Iteration 28Q: 3 clusters Score -4339376 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32949 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -4339416.500000 Penalty: 5208.075195
	Iteration 29Q: 3 clusters Score -4339416 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33111 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -4339478.500000 Penalty: 5208.075195
	Iteration 30Q: 3 clusters Score -4339478 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33258 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -4339522.500000 Penalty: 5208.075195
	Iteration 31Q: 3 clusters Score -4339522 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -4339571.000000 Penalty: 5208.075195
	Iteration 32Q: 3 clusters Score -4339571 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4339625.500000 Penalty: 5208.075195
	Iteration 33Q: 3 clusters Score -4339626 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -4339666.500000 Penalty: 5208.075195
	Iteration 34Q: 3 clusters Score -4339666 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33785 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4339699.000000 Penalty: 5208.075195
	Iteration 35Q: 3 clusters Score -4339699 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33862 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -4339722.000000 Penalty: 5208.075195
	Iteration 36Q: 3 clusters Score -4339722 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4339745.500000 Penalty: 5208.075195
	Iteration 37Q: 3 clusters Score -4339746 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -4339780.000000 Penalty: 5208.075195
	Iteration 38Q: 3 clusters Score -4339780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -4339789.000000 Penalty: 5208.075195
	Iteration 39Q: 3 clusters Score -4339789 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34112 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -4339808.500000 Penalty: 5208.075195
	Iteration 40F: 3 clusters Score -4339808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4339827.500000 Penalty: 5208.075195
	Iteration 41Q: 3 clusters Score -4339828 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -4339836.500000 Penalty: 5208.075195
	Iteration 42Q: 3 clusters Score -4339836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34266 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -4339846.500000 Penalty: 5208.075195
	Iteration 43Q: 3 clusters Score -4339846 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34317 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -4339851.000000 Penalty: 5208.075195
	Iteration 44Q: 3 clusters Score -4339851 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34351 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -4339857.500000 Penalty: 5208.075195
	Iteration 45Q: 3 clusters Score -4339858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34384 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -4339868.500000 Penalty: 5208.075195
	Iteration 46Q: 3 clusters Score -4339868 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -4339878.000000 Penalty: 5208.075195
	Iteration 47Q: 3 clusters Score -4339878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34454 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -4339884.000000 Penalty: 5208.075195
	Iteration 48Q: 3 clusters Score -4339884 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34480 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -4339893.000000 Penalty: 5208.075195
	Iteration 49Q: 3 clusters Score -4339893 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34505 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -4339901.500000 Penalty: 5208.075195
	Iteration 50Q: 3 clusters Score -4339902 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34525 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -4339907.500000 Penalty: 5208.075195
	Iteration 51Q: 3 clusters Score -4339908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34540 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -4339903.500000 Penalty: 5208.075195
	Iteration 52Q: 3 clusters Score -4339904 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34557 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4339906.500000 Penalty: 5208.075195
	Iteration 53Q: 3 clusters Score -4339906 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4339909.500000 Penalty: 5208.075195
	Iteration 54Q: 3 clusters Score -4339910 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -4339920.500000 Penalty: 5208.075195
	Iteration 55Q: 3 clusters Score -4339920 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4339918.000000 Penalty: 5208.075195
	Iteration 56Q: 3 clusters Score -4339918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4339932.500000 Penalty: 5208.075195
	Iteration 57Q: 3 clusters Score -4339932 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34647 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -4339930.000000 Penalty: 5208.075195
	Iteration 58Q: 3 clusters Score -4339930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -4339933.000000 Penalty: 5208.075195
	Iteration 59Q: 3 clusters Score -4339933 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34673 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -4339937.500000 Penalty: 5208.075195
	Iteration 60F: 3 clusters Score -4339938 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -4339940.000000 Penalty: 5208.075195
	Iteration 61Q: 3 clusters Score -4339940 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34692 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -4339950.000000 Penalty: 5208.075195
	Iteration 62Q: 3 clusters Score -4339950 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -4339948.500000 Penalty: 5208.075195
	Iteration 63Q: 3 clusters Score -4339948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -4339943.500000 Penalty: 5208.075195
	Iteration 64Q: 3 clusters Score -4339944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34710 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -4339945.500000 Penalty: 5208.075195
	Iteration 65Q: 3 clusters Score -4339946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -4339948.000000 Penalty: 5208.075195
	Iteration 66Q: 3 clusters Score -4339948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4339952.500000 Penalty: 5208.075195
	Iteration 67Q: 3 clusters Score -4339952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4339952.500000 Penalty: 5208.075195
	Iteration 68Q: 3 clusters Score -4339952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4339952.500000 Penalty: 5208.075195
	Iteration 69F: 3 clusters Score -4339952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37480 members 
Entering Unmasked Estep 
Score: -4174148.000000 Penalty: 2611.827637
	Iteration 0F: 2 clusters Score -4174148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -4148730.250000 Penalty: 5223.655273
	Iteration 0F: 3 clusters Score -4148730 nChanged 17214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 20223 members 
Entering Unmasked Estep 
Score: -4158400.000000 Penalty: 5223.655273
	Iteration 1F: 3 clusters Score -4158400 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4159302.000000 Penalty: 5223.655273
	Iteration 2F: 3 clusters Score -4159302 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 22690 members 
Entering Unmasked Estep 
Score: -4160464.750000 Penalty: 5223.655273
	Iteration 3F: 3 clusters Score -4160465 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12968 members 
Mstep: Class 2 contains 24512 members 
Entering Unmasked Estep 
Score: -4161932.500000 Penalty: 5223.655273
	Iteration 4F: 3 clusters Score -4161932 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -4163724.250000 Penalty: 5223.655273
	Iteration 5F: 3 clusters Score -4163724 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 28814 members 
Entering Unmasked Estep 
Score: -4165588.000000 Penalty: 5223.655273
	Iteration 6F: 3 clusters Score -4165588 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 30825 members 
Entering Unmasked Estep 
Score: -4167288.250000 Penalty: 5223.655273
	Iteration 7F: 3 clusters Score -4167288 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 32528 members 
Entering Unmasked Estep 
Score: -4168736.750000 Penalty: 5223.655273
	Iteration 8Q: 3 clusters Score -4168737 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3670 members 
Mstep: Class 2 contains 33810 members 
Entering Unmasked Estep 
Score: -4169854.500000 Penalty: 5223.655273
	Iteration 9Q: 3 clusters Score -4169854 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 34751 members 
Entering Unmasked Estep 
Score: -4170711.750000 Penalty: 5223.655273
	Iteration 10Q: 3 clusters Score -4170712 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 35366 members 
Entering Unmasked Estep 
Score: -4171277.250000 Penalty: 5223.655273
	Iteration 11Q: 3 clusters Score -4171277 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -4171630.250000 Penalty: 5223.655273
	Iteration 12Q: 3 clusters Score -4171630 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 35984 members 
Entering Unmasked Estep 
Score: -4171881.500000 Penalty: 5223.655273
	Iteration 13Q: 3 clusters Score -4171882 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 36116 members 
Entering Unmasked Estep 
Score: -4172048.000000 Penalty: 5223.655273
	Iteration 14Q: 3 clusters Score -4172048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4172171.250000 Penalty: 5223.655273
	Iteration 15Q: 3 clusters Score -4172171 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -4172295.500000 Penalty: 5223.655273
	Iteration 16Q: 3 clusters Score -4172296 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -4172419.500000 Penalty: 5223.655273
	Iteration 17Q: 3 clusters Score -4172420 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 36218 members 
Entering Unmasked Estep 
Score: -4172509.500000 Penalty: 5223.655273
	Iteration 18Q: 3 clusters Score -4172510 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -4172561.250000 Penalty: 5223.655273
	Iteration 19Q: 3 clusters Score -4172561 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 36200 members 
Entering Unmasked Estep 
Score: -4172589.250000 Penalty: 5223.655273
	Iteration 20F: 3 clusters Score -4172589 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 36184 members 
Entering Unmasked Estep 
Score: -4172618.000000 Penalty: 5223.655273
	Iteration 21Q: 3 clusters Score -4172618 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 36174 members 
Entering Unmasked Estep 
Score: -4172622.250000 Penalty: 5223.655273
	Iteration 22Q: 3 clusters Score -4172622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 36160 members 
Entering Unmasked Estep 
Score: -4172644.000000 Penalty: 5223.655273
	Iteration 23Q: 3 clusters Score -4172644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 36158 members 
Entering Unmasked Estep 
Score: -4172648.750000 Penalty: 5223.655273
	Iteration 24Q: 3 clusters Score -4172649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 36149 members 
Entering Unmasked Estep 
Score: -4172662.500000 Penalty: 5223.655273
	Iteration 25Q: 3 clusters Score -4172662 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -4172683.000000 Penalty: 5223.655273
	Iteration 26Q: 3 clusters Score -4172683 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -4172682.000000 Penalty: 5223.655273
	Iteration 27Q: 3 clusters Score -4172682 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4172690.750000 Penalty: 5223.655273
	Iteration 28Q: 3 clusters Score -4172691 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 36123 members 
Entering Unmasked Estep 
Score: -4172699.750000 Penalty: 5223.655273
	Iteration 29Q: 3 clusters Score -4172700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -4172704.750000 Penalty: 5223.655273
	Iteration 30Q: 3 clusters Score -4172705 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -4172710.500000 Penalty: 5223.655273
	Iteration 31Q: 3 clusters Score -4172710 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4172721.000000 Penalty: 5223.655273
	Iteration 32Q: 3 clusters Score -4172721 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4172734.250000 Penalty: 5223.655273
	Iteration 33Q: 3 clusters Score -4172734 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 36124 members 
Entering Unmasked Estep 
Score: -4172736.000000 Penalty: 5223.655273
	Iteration 34Q: 3 clusters Score -4172736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 36125 members 
Entering Unmasked Estep 
Score: -4172735.750000 Penalty: 5223.655273
	Iteration 35Q: 3 clusters Score -4172736 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -4172740.500000 Penalty: 5223.655273
	Iteration 36Q: 3 clusters Score -4172740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4172739.000000 Penalty: 5223.655273
	Iteration 37Q: 3 clusters Score -4172739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4172743.000000 Penalty: 5223.655273
	Iteration 38Q: 3 clusters Score -4172743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4172743.750000 Penalty: 5223.655273
	Iteration 39Q: 3 clusters Score -4172744 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 36126 members 
Entering Unmasked Estep 
Score: -4172743.750000 Penalty: 5223.655273
	Iteration 40F: 3 clusters Score -4172744 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Entering Unmasked Estep 
Score: -3791338.750000 Penalty: 2572.346680
	Iteration 0F: 2 clusters Score -3791339 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -3769530.750000 Penalty: 5144.693359
	Iteration 0F: 3 clusters Score -3769531 nChanged 14352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16954 members 
Mstep: Class 2 contains 15010 members 
Entering Unmasked Estep 
Score: -3777256.500000 Penalty: 5144.693359
	Iteration 1F: 3 clusters Score -3777256 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 14510 members 
Entering Unmasked Estep 
Score: -3777745.750000 Penalty: 5144.693359
	Iteration 2Q: 3 clusters Score -3777746 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -3778267.500000 Penalty: 5144.693359
	Iteration 3Q: 3 clusters Score -3778268 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -3778878.500000 Penalty: 5144.693359
	Iteration 4Q: 3 clusters Score -3778878 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -3779634.500000 Penalty: 5144.693359
	Iteration 5Q: 3 clusters Score -3779634 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21919 members 
Mstep: Class 2 contains 10045 members 
Entering Unmasked Estep 
Score: -3780662.500000 Penalty: 5144.693359
	Iteration 6F: 3 clusters Score -3780662 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -3782080.750000 Penalty: 5144.693359
	Iteration 7F: 3 clusters Score -3782081 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -3783859.750000 Penalty: 5144.693359
	Iteration 8F: 3 clusters Score -3783860 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -3785742.000000 Penalty: 5144.693359
	Iteration 9F: 3 clusters Score -3785742 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -3787203.750000 Penalty: 5144.693359
	Iteration 10Q: 3 clusters Score -3787204 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30262 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -3788050.500000 Penalty: 5144.693359
	Iteration 11Q: 3 clusters Score -3788050 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30710 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -3788468.500000 Penalty: 5144.693359
	Iteration 12Q: 3 clusters Score -3788468 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3788723.750000 Penalty: 5144.693359
	Iteration 13Q: 3 clusters Score -3788724 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31088 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3788868.250000 Penalty: 5144.693359
	Iteration 14Q: 3 clusters Score -3788868 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3788957.750000 Penalty: 5144.693359
	Iteration 15Q: 3 clusters Score -3788958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3789009.500000 Penalty: 5144.693359
	Iteration 16Q: 3 clusters Score -3789010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3789053.250000 Penalty: 5144.693359
	Iteration 17Q: 3 clusters Score -3789053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3789080.000000 Penalty: 5144.693359
	Iteration 18Q: 3 clusters Score -3789080 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3789088.250000 Penalty: 5144.693359
	Iteration 19Q: 3 clusters Score -3789088 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3789098.500000 Penalty: 5144.693359
	Iteration 20F: 3 clusters Score -3789098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31353 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3789111.250000 Penalty: 5144.693359
	Iteration 21Q: 3 clusters Score -3789111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -3789115.000000 Penalty: 5144.693359
	Iteration 22Q: 3 clusters Score -3789115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31370 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3789116.750000 Penalty: 5144.693359
	Iteration 23Q: 3 clusters Score -3789117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3789117.500000 Penalty: 5144.693359
	Iteration 24Q: 3 clusters Score -3789118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31373 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3789120.250000 Penalty: 5144.693359
	Iteration 25Q: 3 clusters Score -3789120 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3789120.750000 Penalty: 5144.693359
	Iteration 26Q: 3 clusters Score -3789121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3789119.500000 Penalty: 5144.693359
	Iteration 27Q: 3 clusters Score -3789120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -3789122.000000 Penalty: 5144.693359
	Iteration 28Q: 3 clusters Score -3789122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -3789125.750000 Penalty: 5144.693359
	Iteration 29Q: 3 clusters Score -3789126 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31384 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -3789123.500000 Penalty: 5144.693359
	Iteration 30Q: 3 clusters Score -3789124 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3789125.250000 Penalty: 5144.693359
	Iteration 31Q: 3 clusters Score -3789125 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31388 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -3789129.250000 Penalty: 5144.693359
	Iteration 32Q: 3 clusters Score -3789129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3789138.250000 Penalty: 5144.693359
	Iteration 33Q: 3 clusters Score -3789138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3789145.000000 Penalty: 5144.693359
	Iteration 34Q: 3 clusters Score -3789145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3789149.000000 Penalty: 5144.693359
	Iteration 35Q: 3 clusters Score -3789149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3789151.500000 Penalty: 5144.693359
	Iteration 36Q: 3 clusters Score -3789152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3789151.250000 Penalty: 5144.693359
	Iteration 37Q: 3 clusters Score -3789151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3789160.000000 Penalty: 5144.693359
	Iteration 38Q: 3 clusters Score -3789160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3789164.500000 Penalty: 5144.693359
	Iteration 39Q: 3 clusters Score -3789164 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31420 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3789164.750000 Penalty: 5144.693359
	Iteration 40F: 3 clusters Score -3789165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3789166.250000 Penalty: 5144.693359
	Iteration 41Q: 3 clusters Score -3789166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3789166.500000 Penalty: 5144.693359
	Iteration 42Q: 3 clusters Score -3789166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3789166.500000 Penalty: 5144.693359
	Iteration 43F: 3 clusters Score -3789166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3702 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Entering Unmasked Estep 
Score: -420124.656250 Penalty: 2037.723755
	Iteration 0F: 2 clusters Score -420124.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -416420.250000 Penalty: 4075.447510
	Iteration 0F: 3 clusters Score -416420.2 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -417204.437500 Penalty: 4075.447510
	Iteration 1F: 3 clusters Score -417204.4 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -417384.468750 Penalty: 4075.447510
	Iteration 2F: 3 clusters Score -417384.5 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -417495.093750 Penalty: 4075.447510
	Iteration 3Q: 3 clusters Score -417495.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -417545.593750 Penalty: 4075.447510
	Iteration 4Q: 3 clusters Score -417545.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -417583.031250 Penalty: 4075.447510
	Iteration 5Q: 3 clusters Score -417583 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -417614.312500 Penalty: 4075.447510
	Iteration 6Q: 3 clusters Score -417614.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -417637.625000 Penalty: 4075.447510
	Iteration 7Q: 3 clusters Score -417637.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -417654.375000 Penalty: 4075.447510
	Iteration 8Q: 3 clusters Score -417654.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -417668.343750 Penalty: 4075.447510
	Iteration 9Q: 3 clusters Score -417668.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -417681.500000 Penalty: 4075.447510
	Iteration 10Q: 3 clusters Score -417681.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -417693.906250 Penalty: 4075.447510
	Iteration 11Q: 3 clusters Score -417693.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -417703.156250 Penalty: 4075.447510
	Iteration 12Q: 3 clusters Score -417703.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -417707.781250 Penalty: 4075.447510
	Iteration 13Q: 3 clusters Score -417707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -417710.500000 Penalty: 4075.447510
	Iteration 14Q: 3 clusters Score -417710.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -417712.687500 Penalty: 4075.447510
	Iteration 15Q: 3 clusters Score -417712.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -417715.468750 Penalty: 4075.447510
	Iteration 16Q: 3 clusters Score -417715.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -417719.437500 Penalty: 4075.447510
	Iteration 17Q: 3 clusters Score -417719.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -417721.843750 Penalty: 4075.447510
	Iteration 18Q: 3 clusters Score -417721.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -417724.500000 Penalty: 4075.447510
	Iteration 19Q: 3 clusters Score -417724.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -417726.031250 Penalty: 4075.447510
	Iteration 20F: 3 clusters Score -417726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -417727.718750 Penalty: 4075.447510
	Iteration 21Q: 3 clusters Score -417727.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -417729.625000 Penalty: 4075.447510
	Iteration 22Q: 3 clusters Score -417729.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -417731.312500 Penalty: 4075.447510
	Iteration 23Q: 3 clusters Score -417731.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -417731.562500 Penalty: 4075.447510
	Iteration 24Q: 3 clusters Score -417731.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -417732.937500 Penalty: 4075.447510
	Iteration 25Q: 3 clusters Score -417732.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -417734.250000 Penalty: 4075.447510
	Iteration 26Q: 3 clusters Score -417734.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -417737.218750 Penalty: 4075.447510
	Iteration 27Q: 3 clusters Score -417737.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -417737.437500 Penalty: 4075.447510
	Iteration 28Q: 3 clusters Score -417737.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -417738.343750 Penalty: 4075.447510
	Iteration 29Q: 3 clusters Score -417738.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -417739.031250 Penalty: 4075.447510
	Iteration 30Q: 3 clusters Score -417739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -417739.593750 Penalty: 4075.447510
	Iteration 31Q: 3 clusters Score -417739.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -417740.156250 Penalty: 4075.447510
	Iteration 32Q: 3 clusters Score -417740.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -417741.437500 Penalty: 4075.447510
	Iteration 33Q: 3 clusters Score -417741.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -417742.875000 Penalty: 4075.447510
	Iteration 34Q: 3 clusters Score -417742.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -417746.437500 Penalty: 4075.447510
	Iteration 35Q: 3 clusters Score -417746.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -417748.843750 Penalty: 4075.447510
	Iteration 36Q: 3 clusters Score -417748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -417751.281250 Penalty: 4075.447510
	Iteration 37Q: 3 clusters Score -417751.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -417753.562500 Penalty: 4075.447510
	Iteration 38Q: 3 clusters Score -417753.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -417756.687500 Penalty: 4075.447510
	Iteration 39Q: 3 clusters Score -417756.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -417758.812500 Penalty: 4075.447510
	Iteration 40F: 3 clusters Score -417758.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -417759.312500 Penalty: 4075.447510
	Iteration 41Q: 3 clusters Score -417759.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -417761.562500 Penalty: 4075.447510
	Iteration 42Q: 3 clusters Score -417761.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -417761.781250 Penalty: 4075.447510
	Iteration 43Q: 3 clusters Score -417761.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -417763.062500 Penalty: 4075.447510
	Iteration 44Q: 3 clusters Score -417763.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -417763.062500 Penalty: 4075.447510
	Iteration 45F: 3 clusters Score -417763.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Entering Unmasked Estep 
Score: -868387.000000 Penalty: 2251.190186
	Iteration 0F: 2 clusters Score -868387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -861638.062500 Penalty: 4502.380371
	Iteration 0F: 3 clusters Score -861638.1 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -863991.187500 Penalty: 4502.380371
	Iteration 1F: 3 clusters Score -863991.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -864552.500000 Penalty: 4502.380371
	Iteration 2F: 3 clusters Score -864552.5 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -864981.000000 Penalty: 4502.380371
	Iteration 3F: 3 clusters Score -864981 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -865320.687500 Penalty: 4502.380371
	Iteration 4F: 3 clusters Score -865320.7 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -865578.125000 Penalty: 4502.380371
	Iteration 5Q: 3 clusters Score -865578.1 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -865787.312500 Penalty: 4502.380371
	Iteration 6Q: 3 clusters Score -865787.3 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -865975.812500 Penalty: 4502.380371
	Iteration 7Q: 3 clusters Score -865975.8 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 4011 members 
Entering Unmasked Estep 
Score: -866141.062500 Penalty: 4502.380371
	Iteration 8Q: 3 clusters Score -866141.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -866280.437500 Penalty: 4502.380371
	Iteration 9Q: 3 clusters Score -866280.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -866392.562500 Penalty: 4502.380371
	Iteration 10Q: 3 clusters Score -866392.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -866484.125000 Penalty: 4502.380371
	Iteration 11Q: 3 clusters Score -866484.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -866561.375000 Penalty: 4502.380371
	Iteration 12Q: 3 clusters Score -866561.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -866621.687500 Penalty: 4502.380371
	Iteration 13Q: 3 clusters Score -866621.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -866674.062500 Penalty: 4502.380371
	Iteration 14Q: 3 clusters Score -866674.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -866715.000000 Penalty: 4502.380371
	Iteration 15Q: 3 clusters Score -866715 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -866744.062500 Penalty: 4502.380371
	Iteration 16Q: 3 clusters Score -866744.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -866766.625000 Penalty: 4502.380371
	Iteration 17Q: 3 clusters Score -866766.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -866785.875000 Penalty: 4502.380371
	Iteration 18Q: 3 clusters Score -866785.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -866797.687500 Penalty: 4502.380371
	Iteration 19Q: 3 clusters Score -866797.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -866807.437500 Penalty: 4502.380371
	Iteration 20F: 3 clusters Score -866807.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -866817.750000 Penalty: 4502.380371
	Iteration 21Q: 3 clusters Score -866817.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -866821.187500 Penalty: 4502.380371
	Iteration 22Q: 3 clusters Score -866821.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -866826.937500 Penalty: 4502.380371
	Iteration 23Q: 3 clusters Score -866826.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -866831.750000 Penalty: 4502.380371
	Iteration 24Q: 3 clusters Score -866831.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -866832.937500 Penalty: 4502.380371
	Iteration 25Q: 3 clusters Score -866832.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -866834.062500 Penalty: 4502.380371
	Iteration 26Q: 3 clusters Score -866834.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -866835.437500 Penalty: 4502.380371
	Iteration 27Q: 3 clusters Score -866835.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -866838.312500 Penalty: 4502.380371
	Iteration 28Q: 3 clusters Score -866838.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -866840.312500 Penalty: 4502.380371
	Iteration 29Q: 3 clusters Score -866840.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -866841.125000 Penalty: 4502.380371
	Iteration 30Q: 3 clusters Score -866841.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -866842.562500 Penalty: 4502.380371
	Iteration 31Q: 3 clusters Score -866842.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -866843.937500 Penalty: 4502.380371
	Iteration 32Q: 3 clusters Score -866843.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -866844.625000 Penalty: 4502.380371
	Iteration 33Q: 3 clusters Score -866844.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -866846.500000 Penalty: 4502.380371
	Iteration 34Q: 3 clusters Score -866846.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -866845.562500 Penalty: 4502.380371
	Iteration 35Q: 3 clusters Score -866845.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -866846.750000 Penalty: 4502.380371
	Iteration 36Q: 3 clusters Score -866846.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -866846.687500 Penalty: 4502.380371
	Iteration 37Q: 3 clusters Score -866846.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -866849.937500 Penalty: 4502.380371
	Iteration 38Q: 3 clusters Score -866849.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -866849.437500 Penalty: 4502.380371
	Iteration 39Q: 3 clusters Score -866849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -866849.437500 Penalty: 4502.380371
	Iteration 40F: 3 clusters Score -866849.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -866848.687500 Penalty: 4502.380371
	Iteration 41Q: 3 clusters Score -866848.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -866848.687500 Penalty: 4502.380371
	Iteration 42F: 3 clusters Score -866848.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (7862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Entering Unmasked Estep 
Score: -952795.812500 Penalty: 2224.509521
	Iteration 0F: 2 clusters Score -952795.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -946473.187500 Penalty: 4449.019043
	Iteration 0F: 3 clusters Score -946473.2 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -948220.000000 Penalty: 4449.019043
	Iteration 1F: 3 clusters Score -948220 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -948543.500000 Penalty: 4449.019043
	Iteration 2F: 3 clusters Score -948543.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -948797.062500 Penalty: 4449.019043
	Iteration 3F: 3 clusters Score -948797.1 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -948980.687500 Penalty: 4449.019043
	Iteration 4Q: 3 clusters Score -948980.7 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -949133.000000 Penalty: 4449.019043
	Iteration 5Q: 3 clusters Score -949133 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -949257.687500 Penalty: 4449.019043
	Iteration 6Q: 3 clusters Score -949257.7 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -949410.625000 Penalty: 4449.019043
	Iteration 7Q: 3 clusters Score -949410.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -949595.812500 Penalty: 4449.019043
	Iteration 8Q: 3 clusters Score -949595.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -949764.125000 Penalty: 4449.019043
	Iteration 9Q: 3 clusters Score -949764.1 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -949921.125000 Penalty: 4449.019043
	Iteration 10Q: 3 clusters Score -949921.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -950080.375000 Penalty: 4449.019043
	Iteration 11Q: 3 clusters Score -950080.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -950216.750000 Penalty: 4449.019043
	Iteration 12Q: 3 clusters Score -950216.8 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -950328.125000 Penalty: 4449.019043
	Iteration 13Q: 3 clusters Score -950328.1 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -950392.125000 Penalty: 4449.019043
	Iteration 14Q: 3 clusters Score -950392.1 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -950443.312500 Penalty: 4449.019043
	Iteration 15Q: 3 clusters Score -950443.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -950485.750000 Penalty: 4449.019043
	Iteration 16Q: 3 clusters Score -950485.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -950518.937500 Penalty: 4449.019043
	Iteration 17Q: 3 clusters Score -950518.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -950540.312500 Penalty: 4449.019043
	Iteration 18Q: 3 clusters Score -950540.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -950557.250000 Penalty: 4449.019043
	Iteration 19Q: 3 clusters Score -950557.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -950578.000000 Penalty: 4449.019043
	Iteration 20F: 3 clusters Score -950578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -950599.562500 Penalty: 4449.019043
	Iteration 21Q: 3 clusters Score -950599.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -950612.625000 Penalty: 4449.019043
	Iteration 22Q: 3 clusters Score -950612.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -950623.812500 Penalty: 4449.019043
	Iteration 23Q: 3 clusters Score -950623.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -950634.562500 Penalty: 4449.019043
	Iteration 24Q: 3 clusters Score -950634.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -950641.437500 Penalty: 4449.019043
	Iteration 25Q: 3 clusters Score -950641.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -950650.437500 Penalty: 4449.019043
	Iteration 26Q: 3 clusters Score -950650.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -950663.687500 Penalty: 4449.019043
	Iteration 27Q: 3 clusters Score -950663.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6563 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -950676.375000 Penalty: 4449.019043
	Iteration 28Q: 3 clusters Score -950676.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -950686.625000 Penalty: 4449.019043
	Iteration 29Q: 3 clusters Score -950686.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -950696.000000 Penalty: 4449.019043
	Iteration 30Q: 3 clusters Score -950696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -950704.375000 Penalty: 4449.019043
	Iteration 31Q: 3 clusters Score -950704.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -950706.937500 Penalty: 4449.019043
	Iteration 32Q: 3 clusters Score -950706.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -950713.312500 Penalty: 4449.019043
	Iteration 33Q: 3 clusters Score -950713.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -950720.062500 Penalty: 4449.019043
	Iteration 34Q: 3 clusters Score -950720.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -950730.187500 Penalty: 4449.019043
	Iteration 35Q: 3 clusters Score -950730.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -950737.312500 Penalty: 4449.019043
	Iteration 36Q: 3 clusters Score -950737.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6713 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -950743.562500 Penalty: 4449.019043
	Iteration 37Q: 3 clusters Score -950743.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -950746.875000 Penalty: 4449.019043
	Iteration 38Q: 3 clusters Score -950746.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -950747.437500 Penalty: 4449.019043
	Iteration 39Q: 3 clusters Score -950747.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -950749.750000 Penalty: 4449.019043
	Iteration 40F: 3 clusters Score -950749.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -950751.000000 Penalty: 4449.019043
	Iteration 41Q: 3 clusters Score -950751 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -950751.625000 Penalty: 4449.019043
	Iteration 42Q: 3 clusters Score -950751.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -950757.062500 Penalty: 4449.019043
	Iteration 43Q: 3 clusters Score -950757.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -950756.625000 Penalty: 4449.019043
	Iteration 44Q: 3 clusters Score -950756.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -950757.125000 Penalty: 4449.019043
	Iteration 45Q: 3 clusters Score -950757.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -950757.562500 Penalty: 4449.019043
	Iteration 46Q: 3 clusters Score -950757.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -950759.437500 Penalty: 4449.019043
	Iteration 47Q: 3 clusters Score -950759.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -950760.187500 Penalty: 4449.019043
	Iteration 48Q: 3 clusters Score -950760.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -950759.125000 Penalty: 4449.019043
	Iteration 49Q: 3 clusters Score -950759.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -950760.437500 Penalty: 4449.019043
	Iteration 50Q: 3 clusters Score -950760.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -950760.437500 Penalty: 4449.019043
	Iteration 51F: 3 clusters Score -950760.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (39605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Entering Unmasked Estep 
Score: -4733936.500000 Penalty: 2625.504395
	Iteration 0F: 2 clusters Score -4733936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19731 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -4707197.500000 Penalty: 5251.008789
	Iteration 0F: 3 clusters Score -4707198 nChanged 17938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -4717006.000000 Penalty: 5251.008789
	Iteration 1F: 3 clusters Score -4717006 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18909 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -4717460.000000 Penalty: 5251.008789
	Iteration 2Q: 3 clusters Score -4717460 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -4717963.500000 Penalty: 5251.008789
	Iteration 3Q: 3 clusters Score -4717964 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -4718548.000000 Penalty: 5251.008789
	Iteration 4Q: 3 clusters Score -4718548 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4719250.000000 Penalty: 5251.008789
	Iteration 5Q: 3 clusters Score -4719250 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -4720183.000000 Penalty: 5251.008789
	Iteration 6Q: 3 clusters Score -4720183 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -4721390.500000 Penalty: 5251.008789
	Iteration 7F: 3 clusters Score -4721390 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 26994 members 
Entering Unmasked Estep 
Score: -4722939.000000 Penalty: 5251.008789
	Iteration 8F: 3 clusters Score -4722939 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 28886 members 
Entering Unmasked Estep 
Score: -4724837.000000 Penalty: 5251.008789
	Iteration 9F: 3 clusters Score -4724837 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -4726783.500000 Penalty: 5251.008789
	Iteration 10F: 3 clusters Score -4726784 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -4728489.000000 Penalty: 5251.008789
	Iteration 11Q: 3 clusters Score -4728489 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -4729797.500000 Penalty: 5251.008789
	Iteration 12Q: 3 clusters Score -4729798 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -4730468.000000 Penalty: 5251.008789
	Iteration 13Q: 3 clusters Score -4730468 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -4730878.000000 Penalty: 5251.008789
	Iteration 14Q: 3 clusters Score -4730878 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4731095.500000 Penalty: 5251.008789
	Iteration 15Q: 3 clusters Score -4731096 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 33951 members 
Entering Unmasked Estep 
Score: -4731186.000000 Penalty: 5251.008789
	Iteration 16Q: 3 clusters Score -4731186 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4731232.500000 Penalty: 5251.008789
	Iteration 17Q: 3 clusters Score -4731232 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 34161 members 
Entering Unmasked Estep 
Score: -4731298.500000 Penalty: 5251.008789
	Iteration 18Q: 3 clusters Score -4731298 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 34238 members 
Entering Unmasked Estep 
Score: -4731334.000000 Penalty: 5251.008789
	Iteration 19Q: 3 clusters Score -4731334 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 34300 members 
Entering Unmasked Estep 
Score: -4731367.000000 Penalty: 5251.008789
	Iteration 20F: 3 clusters Score -4731367 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 34358 members 
Entering Unmasked Estep 
Score: -4731385.500000 Penalty: 5251.008789
	Iteration 21Q: 3 clusters Score -4731386 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -4731404.500000 Penalty: 5251.008789
	Iteration 22Q: 3 clusters Score -4731404 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 34437 members 
Entering Unmasked Estep 
Score: -4731394.000000 Penalty: 5251.008789
	Iteration 23Q: 3 clusters Score -4731394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -4731400.000000 Penalty: 5251.008789
	Iteration 24Q: 3 clusters Score -4731400 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 34494 members 
Entering Unmasked Estep 
Score: -4731414.500000 Penalty: 5251.008789
	Iteration 25Q: 3 clusters Score -4731414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 34516 members 
Entering Unmasked Estep 
Score: -4731437.500000 Penalty: 5251.008789
	Iteration 26Q: 3 clusters Score -4731438 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 34548 members 
Entering Unmasked Estep 
Score: -4731445.000000 Penalty: 5251.008789
	Iteration 27Q: 3 clusters Score -4731445 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 34586 members 
Entering Unmasked Estep 
Score: -4731462.000000 Penalty: 5251.008789
	Iteration 28Q: 3 clusters Score -4731462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -4731461.500000 Penalty: 5251.008789
	Iteration 29Q: 3 clusters Score -4731462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 34636 members 
Entering Unmasked Estep 
Score: -4731460.000000 Penalty: 5251.008789
	Iteration 30Q: 3 clusters Score -4731460 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -4731475.000000 Penalty: 5251.008789
	Iteration 31Q: 3 clusters Score -4731475 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -4731491.500000 Penalty: 5251.008789
	Iteration 32Q: 3 clusters Score -4731492 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 34693 members 
Entering Unmasked Estep 
Score: -4731490.000000 Penalty: 5251.008789
	Iteration 33Q: 3 clusters Score -4731490 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 34700 members 
Entering Unmasked Estep 
Score: -4731492.500000 Penalty: 5251.008789
	Iteration 34Q: 3 clusters Score -4731492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 34709 members 
Entering Unmasked Estep 
Score: -4731499.500000 Penalty: 5251.008789
	Iteration 35Q: 3 clusters Score -4731500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 34725 members 
Entering Unmasked Estep 
Score: -4731507.500000 Penalty: 5251.008789
	Iteration 36Q: 3 clusters Score -4731508 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 34752 members 
Entering Unmasked Estep 
Score: -4731499.500000 Penalty: 5251.008789
	Iteration 37Q: 3 clusters Score -4731500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 34773 members 
Entering Unmasked Estep 
Score: -4731499.500000 Penalty: 5251.008789
	Iteration 38Q: 3 clusters Score -4731500 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 34791 members 
Entering Unmasked Estep 
Score: -4731499.000000 Penalty: 5251.008789
	Iteration 39Q: 3 clusters Score -4731499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -4731499.000000 Penalty: 5251.008789
	Iteration 40F: 3 clusters Score -4731499 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -4731497.000000 Penalty: 5251.008789
	Iteration 41Q: 3 clusters Score -4731497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 34814 members 
Entering Unmasked Estep 
Score: -4731497.000000 Penalty: 5251.008789
	Iteration 42Q: 3 clusters Score -4731497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -4731498.500000 Penalty: 5251.008789
	Iteration 43Q: 3 clusters Score -4731498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 34825 members 
Entering Unmasked Estep 
Score: -4731500.000000 Penalty: 5251.008789
	Iteration 44Q: 3 clusters Score -4731500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 34830 members 
Entering Unmasked Estep 
Score: -4731501.500000 Penalty: 5251.008789
	Iteration 45Q: 3 clusters Score -4731502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -4731510.500000 Penalty: 5251.008789
	Iteration 46Q: 3 clusters Score -4731510 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 34848 members 
Entering Unmasked Estep 
Score: -4731520.000000 Penalty: 5251.008789
	Iteration 47Q: 3 clusters Score -4731520 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -4731527.000000 Penalty: 5251.008789
	Iteration 48Q: 3 clusters Score -4731527 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -4731525.000000 Penalty: 5251.008789
	Iteration 49Q: 3 clusters Score -4731525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -4731528.500000 Penalty: 5251.008789
	Iteration 50Q: 3 clusters Score -4731528 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 34879 members 
Entering Unmasked Estep 
Score: -4731537.500000 Penalty: 5251.008789
	Iteration 51Q: 3 clusters Score -4731538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 34887 members 
Entering Unmasked Estep 
Score: -4731538.500000 Penalty: 5251.008789
	Iteration 52Q: 3 clusters Score -4731538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 34896 members 
Entering Unmasked Estep 
Score: -4731541.500000 Penalty: 5251.008789
	Iteration 53Q: 3 clusters Score -4731542 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -4731536.000000 Penalty: 5251.008789
	Iteration 54Q: 3 clusters Score -4731536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -4731543.000000 Penalty: 5251.008789
	Iteration 55Q: 3 clusters Score -4731543 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 34911 members 
Entering Unmasked Estep 
Score: -4731540.500000 Penalty: 5251.008789
	Iteration 56Q: 3 clusters Score -4731540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 34918 members 
Entering Unmasked Estep 
Score: -4731540.500000 Penalty: 5251.008789
	Iteration 57Q: 3 clusters Score -4731540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -4731539.000000 Penalty: 5251.008789
	Iteration 58Q: 3 clusters Score -4731539 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 34940 members 
Entering Unmasked Estep 
Score: -4731530.000000 Penalty: 5251.008789
	Iteration 59Q: 3 clusters Score -4731530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 34948 members 
Entering Unmasked Estep 
Score: -4731524.500000 Penalty: 5251.008789
	Iteration 60F: 3 clusters Score -4731524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -4731532.500000 Penalty: 5251.008789
	Iteration 61Q: 3 clusters Score -4731532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -4731533.500000 Penalty: 5251.008789
	Iteration 62Q: 3 clusters Score -4731534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -4731534.000000 Penalty: 5251.008789
	Iteration 63Q: 3 clusters Score -4731534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 34975 members 
Entering Unmasked Estep 
Score: -4731534.500000 Penalty: 5251.008789
	Iteration 64Q: 3 clusters Score -4731534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -4731539.500000 Penalty: 5251.008789
	Iteration 65Q: 3 clusters Score -4731540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -4731536.500000 Penalty: 5251.008789
	Iteration 66Q: 3 clusters Score -4731536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -4731536.000000 Penalty: 5251.008789
	Iteration 67Q: 3 clusters Score -4731536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -4731536.000000 Penalty: 5251.008789
	Iteration 68F: 3 clusters Score -4731536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (10073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Entering Unmasked Estep 
Score: -869961.125000 Penalty: 2285.968262
	Iteration 0F: 2 clusters Score -869961.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5075 members 
Entering Unmasked Estep 
Score: -862335.937500 Penalty: 4571.936523
	Iteration 0F: 3 clusters Score -862335.9 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -865190.812500 Penalty: 4571.936523
	Iteration 1F: 3 clusters Score -865190.8 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -866458.062500 Penalty: 4571.936523
	Iteration 2F: 3 clusters Score -866458.1 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -867994.062500 Penalty: 4571.936523
	Iteration 3F: 3 clusters Score -867994.1 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -869160.562500 Penalty: 4571.936523
	Iteration 4F: 3 clusters Score -869160.6 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -869799.125000 Penalty: 4571.936523
	Iteration 5F: 3 clusters Score -869799.1 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -870096.562500 Penalty: 4571.936523
	Iteration 6Q: 3 clusters Score -870096.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -870259.312500 Penalty: 4571.936523
	Iteration 7Q: 3 clusters Score -870259.3 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -870378.062500 Penalty: 4571.936523
	Iteration 8Q: 3 clusters Score -870378.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -870470.187500 Penalty: 4571.936523
	Iteration 9Q: 3 clusters Score -870470.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -870546.875000 Penalty: 4571.936523
	Iteration 10Q: 3 clusters Score -870546.9 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -870607.500000 Penalty: 4571.936523
	Iteration 11Q: 3 clusters Score -870607.5 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -870665.375000 Penalty: 4571.936523
	Iteration 12Q: 3 clusters Score -870665.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -870719.750000 Penalty: 4571.936523
	Iteration 13Q: 3 clusters Score -870719.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -870756.062500 Penalty: 4571.936523
	Iteration 14Q: 3 clusters Score -870756.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -870785.687500 Penalty: 4571.936523
	Iteration 15Q: 3 clusters Score -870785.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -870816.687500 Penalty: 4571.936523
	Iteration 16Q: 3 clusters Score -870816.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -870844.250000 Penalty: 4571.936523
	Iteration 17Q: 3 clusters Score -870844.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -870868.375000 Penalty: 4571.936523
	Iteration 18Q: 3 clusters Score -870868.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8418 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -870887.562500 Penalty: 4571.936523
	Iteration 19Q: 3 clusters Score -870887.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -870893.312500 Penalty: 4571.936523
	Iteration 20F: 3 clusters Score -870893.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -870898.000000 Penalty: 4571.936523
	Iteration 21Q: 3 clusters Score -870898 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -870908.500000 Penalty: 4571.936523
	Iteration 22Q: 3 clusters Score -870908.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -870913.437500 Penalty: 4571.936523
	Iteration 23Q: 3 clusters Score -870913.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -870917.562500 Penalty: 4571.936523
	Iteration 24Q: 3 clusters Score -870917.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -870919.187500 Penalty: 4571.936523
	Iteration 25Q: 3 clusters Score -870919.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -870921.875000 Penalty: 4571.936523
	Iteration 26Q: 3 clusters Score -870921.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -870921.125000 Penalty: 4571.936523
	Iteration 27Q: 3 clusters Score -870921.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -870924.250000 Penalty: 4571.936523
	Iteration 28Q: 3 clusters Score -870924.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -870924.750000 Penalty: 4571.936523
	Iteration 29Q: 3 clusters Score -870924.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -870925.750000 Penalty: 4571.936523
	Iteration 30Q: 3 clusters Score -870925.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -870925.375000 Penalty: 4571.936523
	Iteration 31Q: 3 clusters Score -870925.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -870926.562500 Penalty: 4571.936523
	Iteration 32Q: 3 clusters Score -870926.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -870927.750000 Penalty: 4571.936523
	Iteration 33Q: 3 clusters Score -870927.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -870929.937500 Penalty: 4571.936523
	Iteration 34Q: 3 clusters Score -870929.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -870928.875000 Penalty: 4571.936523
	Iteration 35Q: 3 clusters Score -870928.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -870931.812500 Penalty: 4571.936523
	Iteration 36Q: 3 clusters Score -870931.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -870932.750000 Penalty: 4571.936523
	Iteration 37Q: 3 clusters Score -870932.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -870932.500000 Penalty: 4571.936523
	Iteration 38Q: 3 clusters Score -870932.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -870932.562500 Penalty: 4571.936523
	Iteration 39Q: 3 clusters Score -870932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -870932.562500 Penalty: 4571.936523
	Iteration 40F: 3 clusters Score -870932.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 18495 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 190191 members 
Mstep: Class 6 contains 23181 members 
Mstep: Class 7 contains 44606 members 
Mstep: Class 8 contains 296827 members 
Mstep: Class 9 contains 9296 members 
Mstep: Class 10 contains 112277 members 
Mstep: Class 11 contains 14129 members 
Mstep: Class 12 contains 36321 members 
Mstep: Class 13 contains 37480 members 
Mstep: Class 14 contains 31964 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 8755 members 
Mstep: Class 17 contains 7862 members 
Mstep: Class 18 contains 39605 members 
Mstep: Class 19 contains 8627 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 175361 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 889 members 
Mstep: Class 24 contains 23499 members 
Mstep: Class 25 contains 297271 members 
Mstep: Class 26 contains 1503 members 
Mstep: Class 27 contains 1446 members 
Entering Unmasked Estep 
Score: -161445312.000000 Penalty: 94850.351562
Splitting cluster 19 changes total score from -161445520.000000 to -161445312.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (18781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Entering Unmasked Estep 
Score: -2107168.000000 Penalty: 2440.468994
	Iteration 0F: 2 clusters Score -2107168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2093976.250000 Penalty: 4880.937988
	Iteration 0F: 3 clusters Score -2093976 nChanged 8178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2098658.500000 Penalty: 4880.937988
	Iteration 1F: 3 clusters Score -2098658 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -2099266.000000 Penalty: 4880.937988
	Iteration 2F: 3 clusters Score -2099266 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 9527 members 
Entering Unmasked Estep 
Score: -2099879.750000 Penalty: 4880.937988
	Iteration 3F: 3 clusters Score -2099880 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -2100474.750000 Penalty: 4880.937988
	Iteration 4F: 3 clusters Score -2100475 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2101018.250000 Penalty: 4880.937988
	Iteration 5F: 3 clusters Score -2101018 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 10092 members 
Entering Unmasked Estep 
Score: -2101483.500000 Penalty: 4880.937988
	Iteration 6Q: 3 clusters Score -2101484 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2101864.250000 Penalty: 4880.937988
	Iteration 7Q: 3 clusters Score -2101864 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -2102126.750000 Penalty: 4880.937988
	Iteration 8Q: 3 clusters Score -2102127 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -2102339.000000 Penalty: 4880.937988
	Iteration 9Q: 3 clusters Score -2102339 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2102479.750000 Penalty: 4880.937988
	Iteration 10Q: 3 clusters Score -2102480 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2102577.750000 Penalty: 4880.937988
	Iteration 11Q: 3 clusters Score -2102578 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -2102664.750000 Penalty: 4880.937988
	Iteration 12Q: 3 clusters Score -2102665 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -2102731.500000 Penalty: 4880.937988
	Iteration 13Q: 3 clusters Score -2102732 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2102781.750000 Penalty: 4880.937988
	Iteration 14Q: 3 clusters Score -2102782 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2102847.000000 Penalty: 4880.937988
	Iteration 15Q: 3 clusters Score -2102847 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 11637 members 
Entering Unmasked Estep 
Score: -2102899.750000 Penalty: 4880.937988
	Iteration 16Q: 3 clusters Score -2102900 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2102943.500000 Penalty: 4880.937988
	Iteration 17Q: 3 clusters Score -2102944 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -2102994.500000 Penalty: 4880.937988
	Iteration 18Q: 3 clusters Score -2102994 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6607 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2103062.250000 Penalty: 4880.937988
	Iteration 19Q: 3 clusters Score -2103062 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -2103122.250000 Penalty: 4880.937988
	Iteration 20F: 3 clusters Score -2103122 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 12557 members 
Entering Unmasked Estep 
Score: -2103176.500000 Penalty: 4880.937988
	Iteration 21Q: 3 clusters Score -2103176 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2103250.750000 Penalty: 4880.937988
	Iteration 22Q: 3 clusters Score -2103251 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 12984 members 
Entering Unmasked Estep 
Score: -2103327.750000 Penalty: 4880.937988
	Iteration 23Q: 3 clusters Score -2103328 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -2103407.250000 Penalty: 4880.937988
	Iteration 24Q: 3 clusters Score -2103407 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -2103504.000000 Penalty: 4880.937988
	Iteration 25Q: 3 clusters Score -2103504 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2103630.500000 Penalty: 4880.937988
	Iteration 26Q: 3 clusters Score -2103630 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -2103779.500000 Penalty: 4880.937988
	Iteration 27Q: 3 clusters Score -2103780 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2103908.750000 Penalty: 4880.937988
	Iteration 28Q: 3 clusters Score -2103909 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2104045.750000 Penalty: 4880.937988
	Iteration 29Q: 3 clusters Score -2104046 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -2104170.250000 Penalty: 4880.937988
	Iteration 30Q: 3 clusters Score -2104170 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -2104275.500000 Penalty: 4880.937988
	Iteration 31Q: 3 clusters Score -2104276 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -2104347.250000 Penalty: 4880.937988
	Iteration 32Q: 3 clusters Score -2104347 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -2104438.500000 Penalty: 4880.937988
	Iteration 33Q: 3 clusters Score -2104438 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -2104496.000000 Penalty: 4880.937988
	Iteration 34Q: 3 clusters Score -2104496 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 15321 members 
Entering Unmasked Estep 
Score: -2104549.000000 Penalty: 4880.937988
	Iteration 35Q: 3 clusters Score -2104549 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -2104596.500000 Penalty: 4880.937988
	Iteration 36Q: 3 clusters Score -2104596 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -2104637.750000 Penalty: 4880.937988
	Iteration 37Q: 3 clusters Score -2104638 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2104681.750000 Penalty: 4880.937988
	Iteration 38Q: 3 clusters Score -2104682 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -2104715.500000 Penalty: 4880.937988
	Iteration 39Q: 3 clusters Score -2104716 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -2104733.750000 Penalty: 4880.937988
	Iteration 40F: 3 clusters Score -2104734 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2104752.500000 Penalty: 4880.937988
	Iteration 41Q: 3 clusters Score -2104752 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2104768.250000 Penalty: 4880.937988
	Iteration 42Q: 3 clusters Score -2104768 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
Score: -2104777.500000 Penalty: 4880.937988
	Iteration 43Q: 3 clusters Score -2104778 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2104790.000000 Penalty: 4880.937988
	Iteration 44Q: 3 clusters Score -2104790 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -2104796.250000 Penalty: 4880.937988
	Iteration 45Q: 3 clusters Score -2104796 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -2104807.000000 Penalty: 4880.937988
	Iteration 46Q: 3 clusters Score -2104807 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -2104817.000000 Penalty: 4880.937988
	Iteration 47Q: 3 clusters Score -2104817 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2104823.000000 Penalty: 4880.937988
	Iteration 48Q: 3 clusters Score -2104823 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -2104831.750000 Penalty: 4880.937988
	Iteration 49Q: 3 clusters Score -2104832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2104835.750000 Penalty: 4880.937988
	Iteration 50Q: 3 clusters Score -2104836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2104848.750000 Penalty: 4880.937988
	Iteration 51Q: 3 clusters Score -2104849 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 16352 members 
Entering Unmasked Estep 
Score: -2104852.500000 Penalty: 4880.937988
	Iteration 52Q: 3 clusters Score -2104852 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -2104858.250000 Penalty: 4880.937988
	Iteration 53Q: 3 clusters Score -2104858 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2104860.500000 Penalty: 4880.937988
	Iteration 54Q: 3 clusters Score -2104860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -2104864.000000 Penalty: 4880.937988
	Iteration 55Q: 3 clusters Score -2104864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2104866.750000 Penalty: 4880.937988
	Iteration 56Q: 3 clusters Score -2104867 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 16437 members 
Entering Unmasked Estep 
Score: -2104871.750000 Penalty: 4880.937988
	Iteration 57Q: 3 clusters Score -2104872 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2104872.750000 Penalty: 4880.937988
	Iteration 58Q: 3 clusters Score -2104873 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2104875.250000 Penalty: 4880.937988
	Iteration 59Q: 3 clusters Score -2104875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -2104878.500000 Penalty: 4880.937988
	Iteration 60F: 3 clusters Score -2104878 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -2104883.250000 Penalty: 4880.937988
	Iteration 61Q: 3 clusters Score -2104883 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -2104889.750000 Penalty: 4880.937988
	Iteration 62Q: 3 clusters Score -2104890 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -2104900.250000 Penalty: 4880.937988
	Iteration 63Q: 3 clusters Score -2104900 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2104893.000000 Penalty: 4880.937988
	Iteration 64Q: 3 clusters Score -2104893 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2104892.750000 Penalty: 4880.937988
	Iteration 65Q: 3 clusters Score -2104893 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2104903.250000 Penalty: 4880.937988
	Iteration 66Q: 3 clusters Score -2104903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2104912.000000 Penalty: 4880.937988
	Iteration 67Q: 3 clusters Score -2104912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2104911.500000 Penalty: 4880.937988
	Iteration 68Q: 3 clusters Score -2104912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2104917.000000 Penalty: 4880.937988
	Iteration 69Q: 3 clusters Score -2104917 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -2104919.000000 Penalty: 4880.937988
	Iteration 70Q: 3 clusters Score -2104919 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -2104922.250000 Penalty: 4880.937988
	Iteration 71Q: 3 clusters Score -2104922 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2104927.500000 Penalty: 4880.937988
	Iteration 72Q: 3 clusters Score -2104928 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -2104929.500000 Penalty: 4880.937988
	Iteration 73Q: 3 clusters Score -2104930 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2104935.750000 Penalty: 4880.937988
	Iteration 74Q: 3 clusters Score -2104936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2104936.500000 Penalty: 4880.937988
	Iteration 75Q: 3 clusters Score -2104936 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2104938.000000 Penalty: 4880.937988
	Iteration 76Q: 3 clusters Score -2104938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2104940.000000 Penalty: 4880.937988
	Iteration 77Q: 3 clusters Score -2104940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2104941.000000 Penalty: 4880.937988
	Iteration 78Q: 3 clusters Score -2104941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2104944.250000 Penalty: 4880.937988
	Iteration 79Q: 3 clusters Score -2104944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2104947.750000 Penalty: 4880.937988
	Iteration 80F: 3 clusters Score -2104948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2104945.750000 Penalty: 4880.937988
	Iteration 81Q: 3 clusters Score -2104946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2104947.750000 Penalty: 4880.937988
	Iteration 82Q: 3 clusters Score -2104948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -2104946.750000 Penalty: 4880.937988
	Iteration 83Q: 3 clusters Score -2104947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2104949.500000 Penalty: 4880.937988
	Iteration 84Q: 3 clusters Score -2104950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2104949.500000 Penalty: 4880.937988
	Iteration 85F: 3 clusters Score -2104950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (175361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175361 members 
Entering Unmasked Estep 
Score: -20642238.000000 Penalty: 2994.501221
	Iteration 0F: 2 clusters Score -2.064224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87618 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -20524958.000000 Penalty: 5989.002441
	Iteration 0F: 3 clusters Score -2.052496e+07 nChanged 84212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88070 members 
Mstep: Class 2 contains 87291 members 
Entering Unmasked Estep 
Score: -20574312.000000 Penalty: 5989.002441
	Iteration 1F: 3 clusters Score -2.057431e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88171 members 
Mstep: Class 2 contains 87190 members 
Entering Unmasked Estep 
Score: -20575698.000000 Penalty: 5989.002441
	Iteration 2Q: 3 clusters Score -2.05757e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 86938 members 
Entering Unmasked Estep 
Score: -20577084.000000 Penalty: 5989.002441
	Iteration 3Q: 3 clusters Score -2.057708e+07 nChanged 6277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 86447 members 
Entering Unmasked Estep 
Score: -20579200.000000 Penalty: 5989.002441
	Iteration 4Q: 3 clusters Score -2.05792e+07 nChanged 7408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89610 members 
Mstep: Class 2 contains 85751 members 
Entering Unmasked Estep 
Score: -20582432.000000 Penalty: 5989.002441
	Iteration 5Q: 3 clusters Score -2.058243e+07 nChanged 8632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90634 members 
Mstep: Class 2 contains 84727 members 
Entering Unmasked Estep 
Score: -20586672.000000 Penalty: 5989.002441
	Iteration 6Q: 3 clusters Score -2.058667e+07 nChanged 9993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92133 members 
Mstep: Class 2 contains 83228 members 
Entering Unmasked Estep 
Score: -20592310.000000 Penalty: 5989.002441
	Iteration 7F: 3 clusters Score -2.059231e+07 nChanged 11020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94111 members 
Mstep: Class 2 contains 81250 members 
Entering Unmasked Estep 
Score: -20599572.000000 Penalty: 5989.002441
	Iteration 8F: 3 clusters Score -2.059957e+07 nChanged 10991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96350 members 
Mstep: Class 2 contains 79011 members 
Entering Unmasked Estep 
Score: -20607140.000000 Penalty: 5989.002441
	Iteration 9F: 3 clusters Score -2.060714e+07 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98503 members 
Mstep: Class 2 contains 76858 members 
Entering Unmasked Estep 
Score: -20613124.000000 Penalty: 5989.002441
	Iteration 10F: 3 clusters Score -2.061312e+07 nChanged 7534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100505 members 
Mstep: Class 2 contains 74856 members 
Entering Unmasked Estep 
Score: -20616780.000000 Penalty: 5989.002441
	Iteration 11Q: 3 clusters Score -2.061678e+07 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102511 members 
Mstep: Class 2 contains 72850 members 
Entering Unmasked Estep 
Score: -20618786.000000 Penalty: 5989.002441
	Iteration 12Q: 3 clusters Score -2.061879e+07 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104617 members 
Mstep: Class 2 contains 70744 members 
Entering Unmasked Estep 
Score: -20620144.000000 Penalty: 5989.002441
	Iteration 13Q: 3 clusters Score -2.062014e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106748 members 
Mstep: Class 2 contains 68613 members 
Entering Unmasked Estep 
Score: -20621112.000000 Penalty: 5989.002441
	Iteration 14Q: 3 clusters Score -2.062111e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108926 members 
Mstep: Class 2 contains 66435 members 
Entering Unmasked Estep 
Score: -20621780.000000 Penalty: 5989.002441
	Iteration 15Q: 3 clusters Score -2.062178e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111087 members 
Mstep: Class 2 contains 64274 members 
Entering Unmasked Estep 
Score: -20622618.000000 Penalty: 5989.002441
	Iteration 16Q: 3 clusters Score -2.062262e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113279 members 
Mstep: Class 2 contains 62082 members 
Entering Unmasked Estep 
Score: -20623396.000000 Penalty: 5989.002441
	Iteration 17Q: 3 clusters Score -2.06234e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115502 members 
Mstep: Class 2 contains 59859 members 
Entering Unmasked Estep 
Score: -20624062.000000 Penalty: 5989.002441
	Iteration 18Q: 3 clusters Score -2.062406e+07 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117750 members 
Mstep: Class 2 contains 57611 members 
Entering Unmasked Estep 
Score: -20624758.000000 Penalty: 5989.002441
	Iteration 19Q: 3 clusters Score -2.062476e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119979 members 
Mstep: Class 2 contains 55382 members 
Entering Unmasked Estep 
Score: -20625388.000000 Penalty: 5989.002441
	Iteration 20F: 3 clusters Score -2.062539e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122308 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -20626090.000000 Penalty: 5989.002441
	Iteration 21Q: 3 clusters Score -2.062609e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124603 members 
Mstep: Class 2 contains 50758 members 
Entering Unmasked Estep 
Score: -20626856.000000 Penalty: 5989.002441
	Iteration 22Q: 3 clusters Score -2.062686e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126929 members 
Mstep: Class 2 contains 48432 members 
Entering Unmasked Estep 
Score: -20627626.000000 Penalty: 5989.002441
	Iteration 23Q: 3 clusters Score -2.062763e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129308 members 
Mstep: Class 2 contains 46053 members 
Entering Unmasked Estep 
Score: -20628270.000000 Penalty: 5989.002441
	Iteration 24Q: 3 clusters Score -2.062827e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131633 members 
Mstep: Class 2 contains 43728 members 
Entering Unmasked Estep 
Score: -20628836.000000 Penalty: 5989.002441
	Iteration 25Q: 3 clusters Score -2.062884e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133962 members 
Mstep: Class 2 contains 41399 members 
Entering Unmasked Estep 
Score: -20629588.000000 Penalty: 5989.002441
	Iteration 26Q: 3 clusters Score -2.062959e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136287 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -20630272.000000 Penalty: 5989.002441
	Iteration 27Q: 3 clusters Score -2.063027e+07 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138500 members 
Mstep: Class 2 contains 36861 members 
Entering Unmasked Estep 
Score: -20630950.000000 Penalty: 5989.002441
	Iteration 28Q: 3 clusters Score -2.063095e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140664 members 
Mstep: Class 2 contains 34697 members 
Entering Unmasked Estep 
Score: -20631548.000000 Penalty: 5989.002441
	Iteration 29Q: 3 clusters Score -2.063155e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142810 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -20632228.000000 Penalty: 5989.002441
	Iteration 30Q: 3 clusters Score -2.063223e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144900 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -20632830.000000 Penalty: 5989.002441
	Iteration 31Q: 3 clusters Score -2.063283e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146906 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -20633342.000000 Penalty: 5989.002441
	Iteration 32Q: 3 clusters Score -2.063334e+07 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148821 members 
Mstep: Class 2 contains 26540 members 
Entering Unmasked Estep 
Score: -20633940.000000 Penalty: 5989.002441
	Iteration 33Q: 3 clusters Score -2.063394e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150693 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -20634484.000000 Penalty: 5989.002441
	Iteration 34Q: 3 clusters Score -2.063448e+07 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152523 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -20634990.000000 Penalty: 5989.002441
	Iteration 35Q: 3 clusters Score -2.063499e+07 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154309 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -20635518.000000 Penalty: 5989.002441
	Iteration 36Q: 3 clusters Score -2.063552e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155980 members 
Mstep: Class 2 contains 19381 members 
Entering Unmasked Estep 
Score: -20636038.000000 Penalty: 5989.002441
	Iteration 37Q: 3 clusters Score -2.063604e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157543 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -20636438.000000 Penalty: 5989.002441
	Iteration 38Q: 3 clusters Score -2.063644e+07 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159016 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -20636946.000000 Penalty: 5989.002441
	Iteration 39Q: 3 clusters Score -2.063695e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160381 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -20637336.000000 Penalty: 5989.002441
	Iteration 40F: 3 clusters Score -2.063734e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161614 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -20637570.000000 Penalty: 5989.002441
	Iteration 41Q: 3 clusters Score -2.063757e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162715 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -20637824.000000 Penalty: 5989.002441
	Iteration 42Q: 3 clusters Score -2.063782e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163766 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -20638120.000000 Penalty: 5989.002441
	Iteration 43Q: 3 clusters Score -2.063812e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164703 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -20638394.000000 Penalty: 5989.002441
	Iteration 44Q: 3 clusters Score -2.063839e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165556 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -20638520.000000 Penalty: 5989.002441
	Iteration 45Q: 3 clusters Score -2.063852e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166364 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -20638764.000000 Penalty: 5989.002441
	Iteration 46Q: 3 clusters Score -2.063876e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167128 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -20638920.000000 Penalty: 5989.002441
	Iteration 47Q: 3 clusters Score -2.063892e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167776 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -20639030.000000 Penalty: 5989.002441
	Iteration 48Q: 3 clusters Score -2.063903e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168368 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -20639246.000000 Penalty: 5989.002441
	Iteration 49Q: 3 clusters Score -2.063925e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168891 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -20639424.000000 Penalty: 5989.002441
	Iteration 50Q: 3 clusters Score -2.063942e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169331 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -20639510.000000 Penalty: 5989.002441
	Iteration 51Q: 3 clusters Score -2.063951e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169713 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -20639584.000000 Penalty: 5989.002441
	Iteration 52Q: 3 clusters Score -2.063958e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170037 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -20639696.000000 Penalty: 5989.002441
	Iteration 53Q: 3 clusters Score -2.06397e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170318 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -20639736.000000 Penalty: 5989.002441
	Iteration 54Q: 3 clusters Score -2.063974e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170590 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -20639848.000000 Penalty: 5989.002441
	Iteration 55Q: 3 clusters Score -2.063985e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170827 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -20639878.000000 Penalty: 5989.002441
	Iteration 56Q: 3 clusters Score -2.063988e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171043 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -20639922.000000 Penalty: 5989.002441
	Iteration 57Q: 3 clusters Score -2.063992e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171242 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -20639938.000000 Penalty: 5989.002441
	Iteration 58Q: 3 clusters Score -2.063994e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171421 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -20639996.000000 Penalty: 5989.002441
	Iteration 59Q: 3 clusters Score -2.064e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171552 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -20639994.000000 Penalty: 5989.002441
	Iteration 60F: 3 clusters Score -2.063999e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171689 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -20640042.000000 Penalty: 5989.002441
	Iteration 61Q: 3 clusters Score -2.064004e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171816 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -20640092.000000 Penalty: 5989.002441
	Iteration 62Q: 3 clusters Score -2.064009e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171947 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -20640160.000000 Penalty: 5989.002441
	Iteration 63Q: 3 clusters Score -2.064016e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172065 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -20640196.000000 Penalty: 5989.002441
	Iteration 64Q: 3 clusters Score -2.06402e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172157 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -20640208.000000 Penalty: 5989.002441
	Iteration 65Q: 3 clusters Score -2.064021e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172236 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -20640230.000000 Penalty: 5989.002441
	Iteration 66Q: 3 clusters Score -2.064023e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172305 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -20640218.000000 Penalty: 5989.002441
	Iteration 67Q: 3 clusters Score -2.064022e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172357 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -20640222.000000 Penalty: 5989.002441
	Iteration 68Q: 3 clusters Score -2.064022e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172407 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -20640216.000000 Penalty: 5989.002441
	Iteration 69Q: 3 clusters Score -2.064022e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172448 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -20640216.000000 Penalty: 5989.002441
	Iteration 70Q: 3 clusters Score -2.064022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172480 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -20640216.000000 Penalty: 5989.002441
	Iteration 71Q: 3 clusters Score -2.064022e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172508 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -20640234.000000 Penalty: 5989.002441
	Iteration 72Q: 3 clusters Score -2.064023e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172534 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -20640242.000000 Penalty: 5989.002441
	Iteration 73Q: 3 clusters Score -2.064024e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172566 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -20640248.000000 Penalty: 5989.002441
	Iteration 74Q: 3 clusters Score -2.064025e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172604 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -20640238.000000 Penalty: 5989.002441
	Iteration 75Q: 3 clusters Score -2.064024e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172637 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -20640252.000000 Penalty: 5989.002441
	Iteration 76Q: 3 clusters Score -2.064025e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172662 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -20640282.000000 Penalty: 5989.002441
	Iteration 77Q: 3 clusters Score -2.064028e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172688 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -20640298.000000 Penalty: 5989.002441
	Iteration 78Q: 3 clusters Score -2.06403e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172714 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -20640284.000000 Penalty: 5989.002441
	Iteration 79Q: 3 clusters Score -2.064028e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172738 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -20640296.000000 Penalty: 5989.002441
	Iteration 80F: 3 clusters Score -2.06403e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172760 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -20640272.000000 Penalty: 5989.002441
	Iteration 81Q: 3 clusters Score -2.064027e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172777 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -20640276.000000 Penalty: 5989.002441
	Iteration 82Q: 3 clusters Score -2.064028e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172793 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -20640278.000000 Penalty: 5989.002441
	Iteration 83Q: 3 clusters Score -2.064028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172811 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -20640296.000000 Penalty: 5989.002441
	Iteration 84Q: 3 clusters Score -2.06403e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172830 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -20640316.000000 Penalty: 5989.002441
	Iteration 85Q: 3 clusters Score -2.064032e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172848 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -20640296.000000 Penalty: 5989.002441
	Iteration 86Q: 3 clusters Score -2.06403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172864 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -20640288.000000 Penalty: 5989.002441
	Iteration 87Q: 3 clusters Score -2.064029e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172878 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -20640298.000000 Penalty: 5989.002441
	Iteration 88Q: 3 clusters Score -2.06403e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172897 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -20640286.000000 Penalty: 5989.002441
	Iteration 89Q: 3 clusters Score -2.064029e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172913 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -20640302.000000 Penalty: 5989.002441
	Iteration 90Q: 3 clusters Score -2.06403e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172923 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -20640302.000000 Penalty: 5989.002441
	Iteration 91Q: 3 clusters Score -2.06403e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172933 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -20640298.000000 Penalty: 5989.002441
	Iteration 92Q: 3 clusters Score -2.06403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172939 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -20640286.000000 Penalty: 5989.002441
	Iteration 93Q: 3 clusters Score -2.064029e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172949 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -20640296.000000 Penalty: 5989.002441
	Iteration 94Q: 3 clusters Score -2.06403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172954 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -20640298.000000 Penalty: 5989.002441
	Iteration 95Q: 3 clusters Score -2.06403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172957 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -20640294.000000 Penalty: 5989.002441
	Iteration 96Q: 3 clusters Score -2.064029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172958 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -20640300.000000 Penalty: 5989.002441
	Iteration 97Q: 3 clusters Score -2.06403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172959 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -20640296.000000 Penalty: 5989.002441
	Iteration 98Q: 3 clusters Score -2.06403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172960 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -20640306.000000 Penalty: 5989.002441
	Iteration 99Q: 3 clusters Score -2.064031e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172960 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -20640306.000000 Penalty: 5989.002441
	Iteration 100F: 3 clusters Score -2.064031e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Entering Unmasked Estep 
Score: -255299.265625 Penalty: 1907.304199
	Iteration 0F: 2 clusters Score -255299.3 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 1123 members 
Entering Unmasked Estep 
Score: -252499.234375 Penalty: 3814.608398
	Iteration 0F: 3 clusters Score -252499.2 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -253007.359375 Penalty: 3814.608398
	Iteration 1F: 3 clusters Score -253007.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -253143.750000 Penalty: 3814.608398
	Iteration 2F: 3 clusters Score -253143.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -253230.250000 Penalty: 3814.608398
	Iteration 3Q: 3 clusters Score -253230.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -253275.390625 Penalty: 3814.608398
	Iteration 4Q: 3 clusters Score -253275.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -253298.281250 Penalty: 3814.608398
	Iteration 5Q: 3 clusters Score -253298.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -253322.437500 Penalty: 3814.608398
	Iteration 6Q: 3 clusters Score -253322.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -253341.390625 Penalty: 3814.608398
	Iteration 7Q: 3 clusters Score -253341.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -253350.593750 Penalty: 3814.608398
	Iteration 8Q: 3 clusters Score -253350.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -253355.125000 Penalty: 3814.608398
	Iteration 9Q: 3 clusters Score -253355.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -253356.906250 Penalty: 3814.608398
	Iteration 10Q: 3 clusters Score -253356.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -253357.718750 Penalty: 3814.608398
	Iteration 11Q: 3 clusters Score -253357.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -253358.890625 Penalty: 3814.608398
	Iteration 12Q: 3 clusters Score -253358.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -253359.656250 Penalty: 3814.608398
	Iteration 13Q: 3 clusters Score -253359.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -253360.328125 Penalty: 3814.608398
	Iteration 14Q: 3 clusters Score -253360.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -253360.328125 Penalty: 3814.608398
	Iteration 15F: 3 clusters Score -253360.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -88843.757812 Penalty: 1683.944092
	Iteration 0F: 2 clusters Score -88843.76 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 429 members 
Entering Unmasked Estep 
Score: -87035.898438 Penalty: 3367.888184
	Iteration 0F: 3 clusters Score -87035.9 nChanged 219
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: -87315.632812 Penalty: 3367.888184
	Iteration 1F: 3 clusters Score -87315.63 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -87403.187500 Penalty: 3367.888184
	Iteration 2F: 3 clusters Score -87403.19 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -87443.812500 Penalty: 3367.888184
	Iteration 3Q: 3 clusters Score -87443.81 nChanged 14
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: -87458.351562 Penalty: 3367.888184
	Iteration 4Q: 3 clusters Score -87458.35 nChanged 10
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: -87470.031250 Penalty: 3367.888184
	Iteration 5Q: 3 clusters Score -87470.03 nChanged 3
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: -87473.859375 Penalty: 3367.888184
	Iteration 6Q: 3 clusters Score -87473.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -87480.320312 Penalty: 3367.888184
	Iteration 7Q: 3 clusters Score -87480.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87488.468750 Penalty: 3367.888184
	Iteration 8Q: 3 clusters Score -87488.47 nChanged 3
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: -87494.015625 Penalty: 3367.888184
	Iteration 9Q: 3 clusters Score -87494.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87496.664062 Penalty: 3367.888184
	Iteration 10Q: 3 clusters Score -87496.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -87496.664062 Penalty: 3367.888184
	Iteration 11F: 3 clusters Score -87496.66 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Entering Unmasked Estep 
Score: -2341433.500000 Penalty: 2496.048828
	Iteration 0F: 2 clusters Score -2341434 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -2325126.000000 Penalty: 4992.097656
	Iteration 0F: 3 clusters Score -2325126 nChanged 10469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10809 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2331028.250000 Penalty: 4992.097656
	Iteration 1F: 3 clusters Score -2331028 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 13235 members 
Entering Unmasked Estep 
Score: -2331879.750000 Penalty: 4992.097656
	Iteration 2F: 3 clusters Score -2331880 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
Score: -2332881.750000 Penalty: 4992.097656
	Iteration 3F: 3 clusters Score -2332882 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2333951.250000 Penalty: 4992.097656
	Iteration 4F: 3 clusters Score -2333951 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
Score: -2334987.750000 Penalty: 4992.097656
	Iteration 5F: 3 clusters Score -2334988 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2335842.000000 Penalty: 4992.097656
	Iteration 6F: 3 clusters Score -2335842 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2336556.500000 Penalty: 4992.097656
	Iteration 7Q: 3 clusters Score -2336556 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -2337071.250000 Penalty: 4992.097656
	Iteration 8Q: 3 clusters Score -2337071 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2337442.750000 Penalty: 4992.097656
	Iteration 9Q: 3 clusters Score -2337443 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -2337764.000000 Penalty: 4992.097656
	Iteration 10Q: 3 clusters Score -2337764 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2338014.250000 Penalty: 4992.097656
	Iteration 11Q: 3 clusters Score -2338014 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2338266.000000 Penalty: 4992.097656
	Iteration 12Q: 3 clusters Score -2338266 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 20550 members 
Entering Unmasked Estep 
Score: -2338530.500000 Penalty: 4992.097656
	Iteration 13Q: 3 clusters Score -2338530 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
Score: -2338754.500000 Penalty: 4992.097656
	Iteration 14Q: 3 clusters Score -2338754 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -2338943.750000 Penalty: 4992.097656
	Iteration 15Q: 3 clusters Score -2338944 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -2339091.500000 Penalty: 4992.097656
	Iteration 16Q: 3 clusters Score -2339092 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2339205.250000 Penalty: 4992.097656
	Iteration 17Q: 3 clusters Score -2339205 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -2339275.750000 Penalty: 4992.097656
	Iteration 18Q: 3 clusters Score -2339276 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2339337.000000 Penalty: 4992.097656
	Iteration 19Q: 3 clusters Score -2339337 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2339401.000000 Penalty: 4992.097656
	Iteration 20F: 3 clusters Score -2339401 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 22151 members 
Entering Unmasked Estep 
Score: -2339450.500000 Penalty: 4992.097656
	Iteration 21Q: 3 clusters Score -2339450 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -2339479.000000 Penalty: 4992.097656
	Iteration 22Q: 3 clusters Score -2339479 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -2339518.000000 Penalty: 4992.097656
	Iteration 23Q: 3 clusters Score -2339518 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2339557.750000 Penalty: 4992.097656
	Iteration 24Q: 3 clusters Score -2339558 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -2339589.500000 Penalty: 4992.097656
	Iteration 25Q: 3 clusters Score -2339590 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2339618.750000 Penalty: 4992.097656
	Iteration 26Q: 3 clusters Score -2339619 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2339649.500000 Penalty: 4992.097656
	Iteration 27Q: 3 clusters Score -2339650 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 22438 members 
Entering Unmasked Estep 
Score: -2339691.750000 Penalty: 4992.097656
	Iteration 28Q: 3 clusters Score -2339692 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -2339707.750000 Penalty: 4992.097656
	Iteration 29Q: 3 clusters Score -2339708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -2339727.250000 Penalty: 4992.097656
	Iteration 30Q: 3 clusters Score -2339727 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 22499 members 
Entering Unmasked Estep 
Score: -2339749.250000 Penalty: 4992.097656
	Iteration 31Q: 3 clusters Score -2339749 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 22505 members 
Entering Unmasked Estep 
Score: -2339758.000000 Penalty: 4992.097656
	Iteration 32Q: 3 clusters Score -2339758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2339767.500000 Penalty: 4992.097656
	Iteration 33Q: 3 clusters Score -2339768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2339786.750000 Penalty: 4992.097656
	Iteration 34Q: 3 clusters Score -2339787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
Score: -2339799.250000 Penalty: 4992.097656
	Iteration 35Q: 3 clusters Score -2339799 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2339803.750000 Penalty: 4992.097656
	Iteration 36Q: 3 clusters Score -2339804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -2339811.750000 Penalty: 4992.097656
	Iteration 37Q: 3 clusters Score -2339812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 22543 members 
Entering Unmasked Estep 
Score: -2339822.250000 Penalty: 4992.097656
	Iteration 38Q: 3 clusters Score -2339822 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -2339834.750000 Penalty: 4992.097656
	Iteration 39Q: 3 clusters Score -2339835 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 22558 members 
Entering Unmasked Estep 
Score: -2339841.500000 Penalty: 4992.097656
	Iteration 40F: 3 clusters Score -2339842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2339846.250000 Penalty: 4992.097656
	Iteration 41Q: 3 clusters Score -2339846 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -2339857.750000 Penalty: 4992.097656
	Iteration 42Q: 3 clusters Score -2339858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22569 members 
Entering Unmasked Estep 
Score: -2339862.750000 Penalty: 4992.097656
	Iteration 43Q: 3 clusters Score -2339863 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -2339872.500000 Penalty: 4992.097656
	Iteration 44Q: 3 clusters Score -2339872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
Score: -2339880.000000 Penalty: 4992.097656
	Iteration 45Q: 3 clusters Score -2339880 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2339886.000000 Penalty: 4992.097656
	Iteration 46Q: 3 clusters Score -2339886 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -2339897.000000 Penalty: 4992.097656
	Iteration 47Q: 3 clusters Score -2339897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -2339906.750000 Penalty: 4992.097656
	Iteration 48Q: 3 clusters Score -2339907 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -2339916.000000 Penalty: 4992.097656
	Iteration 49Q: 3 clusters Score -2339916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2339935.750000 Penalty: 4992.097656
	Iteration 50Q: 3 clusters Score -2339936 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -2339944.750000 Penalty: 4992.097656
	Iteration 51Q: 3 clusters Score -2339945 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -2339953.500000 Penalty: 4992.097656
	Iteration 52Q: 3 clusters Score -2339954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -2339964.750000 Penalty: 4992.097656
	Iteration 53Q: 3 clusters Score -2339965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 22640 members 
Entering Unmasked Estep 
Score: -2339976.250000 Penalty: 4992.097656
	Iteration 54Q: 3 clusters Score -2339976 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -2339987.750000 Penalty: 4992.097656
	Iteration 55Q: 3 clusters Score -2339988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -2339997.250000 Penalty: 4992.097656
	Iteration 56Q: 3 clusters Score -2339997 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2340006.250000 Penalty: 4992.097656
	Iteration 57Q: 3 clusters Score -2340006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2340017.250000 Penalty: 4992.097656
	Iteration 58Q: 3 clusters Score -2340017 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2340027.750000 Penalty: 4992.097656
	Iteration 59Q: 3 clusters Score -2340028 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -2340041.000000 Penalty: 4992.097656
	Iteration 60F: 3 clusters Score -2340041 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -2340048.000000 Penalty: 4992.097656
	Iteration 61Q: 3 clusters Score -2340048 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2340061.250000 Penalty: 4992.097656
	Iteration 62Q: 3 clusters Score -2340061 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2340065.000000 Penalty: 4992.097656
	Iteration 63Q: 3 clusters Score -2340065 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -2340080.000000 Penalty: 4992.097656
	Iteration 64Q: 3 clusters Score -2340080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2340080.750000 Penalty: 4992.097656
	Iteration 65Q: 3 clusters Score -2340081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -2340079.000000 Penalty: 4992.097656
	Iteration 66Q: 3 clusters Score -2340079 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -2340084.000000 Penalty: 4992.097656
	Iteration 67Q: 3 clusters Score -2340084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 22659 members 
Entering Unmasked Estep 
Score: -2340093.250000 Penalty: 4992.097656
	Iteration 68Q: 3 clusters Score -2340093 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2340096.500000 Penalty: 4992.097656
	Iteration 69Q: 3 clusters Score -2340096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2340100.500000 Penalty: 4992.097656
	Iteration 70Q: 3 clusters Score -2340100 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 22666 members 
Entering Unmasked Estep 
Score: -2340102.250000 Penalty: 4992.097656
	Iteration 71Q: 3 clusters Score -2340102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -2340103.000000 Penalty: 4992.097656
	Iteration 72Q: 3 clusters Score -2340103 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 22663 members 
Entering Unmasked Estep 
Score: -2340104.000000 Penalty: 4992.097656
	Iteration 73Q: 3 clusters Score -2340104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2340107.000000 Penalty: 4992.097656
	Iteration 74Q: 3 clusters Score -2340107 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2340109.000000 Penalty: 4992.097656
	Iteration 75Q: 3 clusters Score -2340109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -2340109.000000 Penalty: 4992.097656
	Iteration 76F: 3 clusters Score -2340109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (297271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297271 members 
Entering Unmasked Estep 
Score: -34905492.000000 Penalty: 3125.395264
	Iteration 0F: 2 clusters Score -3.490549e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148938 members 
Mstep: Class 2 contains 148333 members 
Entering Unmasked Estep 
Score: -34712212.000000 Penalty: 6250.790527
	Iteration 0F: 3 clusters Score -3.471221e+07 nChanged 144027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154573 members 
Mstep: Class 2 contains 142698 members 
Entering Unmasked Estep 
Score: -34799320.000000 Penalty: 6250.790527
	Iteration 1F: 3 clusters Score -3.479932e+07 nChanged 9201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158086 members 
Mstep: Class 2 contains 139185 members 
Entering Unmasked Estep 
Score: -34801676.000000 Penalty: 6250.790527
	Iteration 2Q: 3 clusters Score -3.480168e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163184 members 
Mstep: Class 2 contains 134087 members 
Entering Unmasked Estep 
Score: -34805232.000000 Penalty: 6250.790527
	Iteration 3Q: 3 clusters Score -3.480523e+07 nChanged 12084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169932 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -34810424.000000 Penalty: 6250.790527
	Iteration 4Q: 3 clusters Score -3.481042e+07 nChanged 14208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178800 members 
Mstep: Class 2 contains 118471 members 
Entering Unmasked Estep 
Score: -34817688.000000 Penalty: 6250.790527
	Iteration 5Q: 3 clusters Score -3.481769e+07 nChanged 15981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189471 members 
Mstep: Class 2 contains 107800 members 
Entering Unmasked Estep 
Score: -34826888.000000 Penalty: 6250.790527
	Iteration 6F: 3 clusters Score -3.482689e+07 nChanged 17312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201033 members 
Mstep: Class 2 contains 96238 members 
Entering Unmasked Estep 
Score: -34838420.000000 Penalty: 6250.790527
	Iteration 7F: 3 clusters Score -3.483842e+07 nChanged 17245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211064 members 
Mstep: Class 2 contains 86207 members 
Entering Unmasked Estep 
Score: -34850036.000000 Penalty: 6250.790527
	Iteration 8F: 3 clusters Score -3.485004e+07 nChanged 15953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217597 members 
Mstep: Class 2 contains 79674 members 
Entering Unmasked Estep 
Score: -34860836.000000 Penalty: 6250.790527
	Iteration 9F: 3 clusters Score -3.486084e+07 nChanged 13745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220942 members 
Mstep: Class 2 contains 76329 members 
Entering Unmasked Estep 
Score: -34867924.000000 Penalty: 6250.790527
	Iteration 10Q: 3 clusters Score -3.486792e+07 nChanged 10622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222258 members 
Mstep: Class 2 contains 75013 members 
Entering Unmasked Estep 
Score: -34871912.000000 Penalty: 6250.790527
	Iteration 11Q: 3 clusters Score -3.487191e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222803 members 
Mstep: Class 2 contains 74468 members 
Entering Unmasked Estep 
Score: -34873624.000000 Penalty: 6250.790527
	Iteration 12Q: 3 clusters Score -3.487362e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223057 members 
Mstep: Class 2 contains 74214 members 
Entering Unmasked Estep 
Score: -34874812.000000 Penalty: 6250.790527
	Iteration 13Q: 3 clusters Score -3.487481e+07 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223126 members 
Mstep: Class 2 contains 74145 members 
Entering Unmasked Estep 
Score: -34875340.000000 Penalty: 6250.790527
	Iteration 14Q: 3 clusters Score -3.487534e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223089 members 
Mstep: Class 2 contains 74182 members 
Entering Unmasked Estep 
Score: -34875840.000000 Penalty: 6250.790527
	Iteration 15Q: 3 clusters Score -3.487584e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222926 members 
Mstep: Class 2 contains 74345 members 
Entering Unmasked Estep 
Score: -34876208.000000 Penalty: 6250.790527
	Iteration 16Q: 3 clusters Score -3.487621e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222731 members 
Mstep: Class 2 contains 74540 members 
Entering Unmasked Estep 
Score: -34876516.000000 Penalty: 6250.790527
	Iteration 17Q: 3 clusters Score -3.487652e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222376 members 
Mstep: Class 2 contains 74895 members 
Entering Unmasked Estep 
Score: -34876904.000000 Penalty: 6250.790527
	Iteration 18Q: 3 clusters Score -3.48769e+07 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221996 members 
Mstep: Class 2 contains 75275 members 
Entering Unmasked Estep 
Score: -34877396.000000 Penalty: 6250.790527
	Iteration 19Q: 3 clusters Score -3.48774e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221528 members 
Mstep: Class 2 contains 75743 members 
Entering Unmasked Estep 
Score: -34877704.000000 Penalty: 6250.790527
	Iteration 20F: 3 clusters Score -3.48777e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220973 members 
Mstep: Class 2 contains 76298 members 
Entering Unmasked Estep 
Score: -34878068.000000 Penalty: 6250.790527
	Iteration 21Q: 3 clusters Score -3.487807e+07 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220448 members 
Mstep: Class 2 contains 76823 members 
Entering Unmasked Estep 
Score: -34878260.000000 Penalty: 6250.790527
	Iteration 22Q: 3 clusters Score -3.487826e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219818 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -34878428.000000 Penalty: 6250.790527
	Iteration 23Q: 3 clusters Score -3.487843e+07 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219118 members 
Mstep: Class 2 contains 78153 members 
Entering Unmasked Estep 
Score: -34878520.000000 Penalty: 6250.790527
	Iteration 24Q: 3 clusters Score -3.487852e+07 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218367 members 
Mstep: Class 2 contains 78904 members 
Entering Unmasked Estep 
Score: -34879076.000000 Penalty: 6250.790527
	Iteration 25Q: 3 clusters Score -3.487908e+07 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217663 members 
Mstep: Class 2 contains 79608 members 
Entering Unmasked Estep 
Score: -34879316.000000 Penalty: 6250.790527
	Iteration 26Q: 3 clusters Score -3.487932e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216820 members 
Mstep: Class 2 contains 80451 members 
Entering Unmasked Estep 
Score: -34879440.000000 Penalty: 6250.790527
	Iteration 27Q: 3 clusters Score -3.487944e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215882 members 
Mstep: Class 2 contains 81389 members 
Entering Unmasked Estep 
Score: -34879740.000000 Penalty: 6250.790527
	Iteration 28Q: 3 clusters Score -3.487974e+07 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214925 members 
Mstep: Class 2 contains 82346 members 
Entering Unmasked Estep 
Score: -34880160.000000 Penalty: 6250.790527
	Iteration 29Q: 3 clusters Score -3.488016e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213927 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -34880616.000000 Penalty: 6250.790527
	Iteration 30Q: 3 clusters Score -3.488062e+07 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212984 members 
Mstep: Class 2 contains 84287 members 
Entering Unmasked Estep 
Score: -34880808.000000 Penalty: 6250.790527
	Iteration 31Q: 3 clusters Score -3.488081e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212056 members 
Mstep: Class 2 contains 85215 members 
Entering Unmasked Estep 
Score: -34880952.000000 Penalty: 6250.790527
	Iteration 32Q: 3 clusters Score -3.488095e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211117 members 
Mstep: Class 2 contains 86154 members 
Entering Unmasked Estep 
Score: -34881284.000000 Penalty: 6250.790527
	Iteration 33Q: 3 clusters Score -3.488128e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210150 members 
Mstep: Class 2 contains 87121 members 
Entering Unmasked Estep 
Score: -34881468.000000 Penalty: 6250.790527
	Iteration 34Q: 3 clusters Score -3.488147e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209174 members 
Mstep: Class 2 contains 88097 members 
Entering Unmasked Estep 
Score: -34881736.000000 Penalty: 6250.790527
	Iteration 35Q: 3 clusters Score -3.488174e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208239 members 
Mstep: Class 2 contains 89032 members 
Entering Unmasked Estep 
Score: -34881892.000000 Penalty: 6250.790527
	Iteration 36Q: 3 clusters Score -3.488189e+07 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207356 members 
Mstep: Class 2 contains 89915 members 
Entering Unmasked Estep 
Score: -34882148.000000 Penalty: 6250.790527
	Iteration 37Q: 3 clusters Score -3.488215e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206462 members 
Mstep: Class 2 contains 90809 members 
Entering Unmasked Estep 
Score: -34882424.000000 Penalty: 6250.790527
	Iteration 38Q: 3 clusters Score -3.488242e+07 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205588 members 
Mstep: Class 2 contains 91683 members 
Entering Unmasked Estep 
Score: -34882632.000000 Penalty: 6250.790527
	Iteration 39Q: 3 clusters Score -3.488263e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204745 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -34882880.000000 Penalty: 6250.790527
	Iteration 40F: 3 clusters Score -3.488288e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203913 members 
Mstep: Class 2 contains 93358 members 
Entering Unmasked Estep 
Score: -34882964.000000 Penalty: 6250.790527
	Iteration 41Q: 3 clusters Score -3.488296e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203234 members 
Mstep: Class 2 contains 94037 members 
Entering Unmasked Estep 
Score: -34883056.000000 Penalty: 6250.790527
	Iteration 42Q: 3 clusters Score -3.488306e+07 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202630 members 
Mstep: Class 2 contains 94641 members 
Entering Unmasked Estep 
Score: -34883280.000000 Penalty: 6250.790527
	Iteration 43Q: 3 clusters Score -3.488328e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202140 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -34883400.000000 Penalty: 6250.790527
	Iteration 44Q: 3 clusters Score -3.48834e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201664 members 
Mstep: Class 2 contains 95607 members 
Entering Unmasked Estep 
Score: -34883576.000000 Penalty: 6250.790527
	Iteration 45Q: 3 clusters Score -3.488358e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201159 members 
Mstep: Class 2 contains 96112 members 
Entering Unmasked Estep 
Score: -34883736.000000 Penalty: 6250.790527
	Iteration 46Q: 3 clusters Score -3.488374e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200793 members 
Mstep: Class 2 contains 96478 members 
Entering Unmasked Estep 
Score: -34883780.000000 Penalty: 6250.790527
	Iteration 47Q: 3 clusters Score -3.488378e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200504 members 
Mstep: Class 2 contains 96767 members 
Entering Unmasked Estep 
Score: -34884020.000000 Penalty: 6250.790527
	Iteration 48Q: 3 clusters Score -3.488402e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200208 members 
Mstep: Class 2 contains 97063 members 
Entering Unmasked Estep 
Score: -34884180.000000 Penalty: 6250.790527
	Iteration 49Q: 3 clusters Score -3.488418e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199978 members 
Mstep: Class 2 contains 97293 members 
Entering Unmasked Estep 
Score: -34884264.000000 Penalty: 6250.790527
	Iteration 50Q: 3 clusters Score -3.488426e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199751 members 
Mstep: Class 2 contains 97520 members 
Entering Unmasked Estep 
Score: -34884336.000000 Penalty: 6250.790527
	Iteration 51Q: 3 clusters Score -3.488434e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199585 members 
Mstep: Class 2 contains 97686 members 
Entering Unmasked Estep 
Score: -34884440.000000 Penalty: 6250.790527
	Iteration 52Q: 3 clusters Score -3.488444e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199475 members 
Mstep: Class 2 contains 97796 members 
Entering Unmasked Estep 
Score: -34884680.000000 Penalty: 6250.790527
	Iteration 53Q: 3 clusters Score -3.488468e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199383 members 
Mstep: Class 2 contains 97888 members 
Entering Unmasked Estep 
Score: -34884864.000000 Penalty: 6250.790527
	Iteration 54Q: 3 clusters Score -3.488486e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199304 members 
Mstep: Class 2 contains 97967 members 
Entering Unmasked Estep 
Score: -34884908.000000 Penalty: 6250.790527
	Iteration 55Q: 3 clusters Score -3.488491e+07 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199290 members 
Mstep: Class 2 contains 97981 members 
Entering Unmasked Estep 
Score: -34884912.000000 Penalty: 6250.790527
	Iteration 56Q: 3 clusters Score -3.488491e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199236 members 
Mstep: Class 2 contains 98035 members 
Entering Unmasked Estep 
Score: -34885024.000000 Penalty: 6250.790527
	Iteration 57Q: 3 clusters Score -3.488502e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199205 members 
Mstep: Class 2 contains 98066 members 
Entering Unmasked Estep 
Score: -34885216.000000 Penalty: 6250.790527
	Iteration 58Q: 3 clusters Score -3.488522e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199188 members 
Mstep: Class 2 contains 98083 members 
Entering Unmasked Estep 
Score: -34885348.000000 Penalty: 6250.790527
	Iteration 59Q: 3 clusters Score -3.488535e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199185 members 
Mstep: Class 2 contains 98086 members 
Entering Unmasked Estep 
Score: -34885420.000000 Penalty: 6250.790527
	Iteration 60F: 3 clusters Score -3.488542e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199175 members 
Mstep: Class 2 contains 98096 members 
Entering Unmasked Estep 
Score: -34885508.000000 Penalty: 6250.790527
	Iteration 61Q: 3 clusters Score -3.488551e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199144 members 
Mstep: Class 2 contains 98127 members 
Entering Unmasked Estep 
Score: -34885704.000000 Penalty: 6250.790527
	Iteration 62Q: 3 clusters Score -3.48857e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199136 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -34885748.000000 Penalty: 6250.790527
	Iteration 63Q: 3 clusters Score -3.488575e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199125 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -34885840.000000 Penalty: 6250.790527
	Iteration 64Q: 3 clusters Score -3.488584e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199125 members 
Mstep: Class 2 contains 98146 members 
Entering Unmasked Estep 
Score: -34885880.000000 Penalty: 6250.790527
	Iteration 65Q: 3 clusters Score -3.488588e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199167 members 
Mstep: Class 2 contains 98104 members 
Entering Unmasked Estep 
Score: -34885964.000000 Penalty: 6250.790527
	Iteration 66Q: 3 clusters Score -3.488596e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199241 members 
Mstep: Class 2 contains 98030 members 
Entering Unmasked Estep 
Score: -34886024.000000 Penalty: 6250.790527
	Iteration 67Q: 3 clusters Score -3.488602e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199327 members 
Mstep: Class 2 contains 97944 members 
Entering Unmasked Estep 
Score: -34886216.000000 Penalty: 6250.790527
	Iteration 68Q: 3 clusters Score -3.488622e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199376 members 
Mstep: Class 2 contains 97895 members 
Entering Unmasked Estep 
Score: -34886332.000000 Penalty: 6250.790527
	Iteration 69Q: 3 clusters Score -3.488633e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199436 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -34886340.000000 Penalty: 6250.790527
	Iteration 70Q: 3 clusters Score -3.488634e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199492 members 
Mstep: Class 2 contains 97779 members 
Entering Unmasked Estep 
Score: -34886384.000000 Penalty: 6250.790527
	Iteration 71Q: 3 clusters Score -3.488638e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199520 members 
Mstep: Class 2 contains 97751 members 
Entering Unmasked Estep 
Score: -34886376.000000 Penalty: 6250.790527
	Iteration 72Q: 3 clusters Score -3.488638e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199502 members 
Mstep: Class 2 contains 97769 members 
Entering Unmasked Estep 
Score: -34886412.000000 Penalty: 6250.790527
	Iteration 73Q: 3 clusters Score -3.488641e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199436 members 
Mstep: Class 2 contains 97835 members 
Entering Unmasked Estep 
Score: -34886456.000000 Penalty: 6250.790527
	Iteration 74Q: 3 clusters Score -3.488646e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199367 members 
Mstep: Class 2 contains 97904 members 
Entering Unmasked Estep 
Score: -34886480.000000 Penalty: 6250.790527
	Iteration 75Q: 3 clusters Score -3.488648e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199280 members 
Mstep: Class 2 contains 97991 members 
Entering Unmasked Estep 
Score: -34886556.000000 Penalty: 6250.790527
	Iteration 76Q: 3 clusters Score -3.488656e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199214 members 
Mstep: Class 2 contains 98057 members 
Entering Unmasked Estep 
Score: -34886556.000000 Penalty: 6250.790527
	Iteration 77Q: 3 clusters Score -3.488656e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199184 members 
Mstep: Class 2 contains 98087 members 
Entering Unmasked Estep 
Score: -34886524.000000 Penalty: 6250.790527
	Iteration 78Q: 3 clusters Score -3.488652e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199154 members 
Mstep: Class 2 contains 98117 members 
Entering Unmasked Estep 
Score: -34886528.000000 Penalty: 6250.790527
	Iteration 79Q: 3 clusters Score -3.488653e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199087 members 
Mstep: Class 2 contains 98184 members 
Entering Unmasked Estep 
Score: -34886476.000000 Penalty: 6250.790527
	Iteration 80F: 3 clusters Score -3.488648e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198988 members 
Mstep: Class 2 contains 98283 members 
Entering Unmasked Estep 
Score: -34886448.000000 Penalty: 6250.790527
	Iteration 81Q: 3 clusters Score -3.488645e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198876 members 
Mstep: Class 2 contains 98395 members 
Entering Unmasked Estep 
Score: -34886396.000000 Penalty: 6250.790527
	Iteration 82Q: 3 clusters Score -3.48864e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198750 members 
Mstep: Class 2 contains 98521 members 
Entering Unmasked Estep 
Score: -34886444.000000 Penalty: 6250.790527
	Iteration 83Q: 3 clusters Score -3.488644e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198640 members 
Mstep: Class 2 contains 98631 members 
Entering Unmasked Estep 
Score: -34886416.000000 Penalty: 6250.790527
	Iteration 84Q: 3 clusters Score -3.488642e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198529 members 
Mstep: Class 2 contains 98742 members 
Entering Unmasked Estep 
Score: -34886420.000000 Penalty: 6250.790527
	Iteration 85Q: 3 clusters Score -3.488642e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198402 members 
Mstep: Class 2 contains 98869 members 
Entering Unmasked Estep 
Score: -34886468.000000 Penalty: 6250.790527
	Iteration 86Q: 3 clusters Score -3.488647e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198298 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -34886484.000000 Penalty: 6250.790527
	Iteration 87Q: 3 clusters Score -3.488648e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198186 members 
Mstep: Class 2 contains 99085 members 
Entering Unmasked Estep 
Score: -34886500.000000 Penalty: 6250.790527
	Iteration 88Q: 3 clusters Score -3.48865e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198073 members 
Mstep: Class 2 contains 99198 members 
Entering Unmasked Estep 
Score: -34886540.000000 Penalty: 6250.790527
	Iteration 89Q: 3 clusters Score -3.488654e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197965 members 
Mstep: Class 2 contains 99306 members 
Entering Unmasked Estep 
Score: -34886448.000000 Penalty: 6250.790527
	Iteration 90Q: 3 clusters Score -3.488645e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197866 members 
Mstep: Class 2 contains 99405 members 
Entering Unmasked Estep 
Score: -34886452.000000 Penalty: 6250.790527
	Iteration 91Q: 3 clusters Score -3.488645e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197790 members 
Mstep: Class 2 contains 99481 members 
Entering Unmasked Estep 
Score: -34886420.000000 Penalty: 6250.790527
	Iteration 92Q: 3 clusters Score -3.488642e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197716 members 
Mstep: Class 2 contains 99555 members 
Entering Unmasked Estep 
Score: -34886496.000000 Penalty: 6250.790527
	Iteration 93Q: 3 clusters Score -3.48865e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197627 members 
Mstep: Class 2 contains 99644 members 
Entering Unmasked Estep 
Score: -34886520.000000 Penalty: 6250.790527
	Iteration 94Q: 3 clusters Score -3.488652e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197546 members 
Mstep: Class 2 contains 99725 members 
Entering Unmasked Estep 
Score: -34886520.000000 Penalty: 6250.790527
	Iteration 95Q: 3 clusters Score -3.488652e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197495 members 
Mstep: Class 2 contains 99776 members 
Entering Unmasked Estep 
Score: -34886548.000000 Penalty: 6250.790527
	Iteration 96Q: 3 clusters Score -3.488655e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197463 members 
Mstep: Class 2 contains 99808 members 
Entering Unmasked Estep 
Score: -34886576.000000 Penalty: 6250.790527
	Iteration 97Q: 3 clusters Score -3.488658e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197437 members 
Mstep: Class 2 contains 99834 members 
Entering Unmasked Estep 
Score: -34886540.000000 Penalty: 6250.790527
	Iteration 98Q: 3 clusters Score -3.488654e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197408 members 
Mstep: Class 2 contains 99863 members 
Entering Unmasked Estep 
Score: -34886556.000000 Penalty: 6250.790527
	Iteration 99Q: 3 clusters Score -3.488656e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197394 members 
Mstep: Class 2 contains 99877 members 
Entering Unmasked Estep 
Score: -34886560.000000 Penalty: 6250.790527
	Iteration 100F: 3 clusters Score -3.488656e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197382 members 
Mstep: Class 2 contains 99889 members 
Entering Unmasked Estep 
Score: -34886524.000000 Penalty: 6250.790527
	Iteration 101Q: 3 clusters Score -3.488652e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197364 members 
Mstep: Class 2 contains 99907 members 
Entering Unmasked Estep 
Score: -34886556.000000 Penalty: 6250.790527
	Iteration 102Q: 3 clusters Score -3.488656e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197322 members 
Mstep: Class 2 contains 99949 members 
Entering Unmasked Estep 
Score: -34886580.000000 Penalty: 6250.790527
	Iteration 103Q: 3 clusters Score -3.488658e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197298 members 
Mstep: Class 2 contains 99973 members 
Entering Unmasked Estep 
Score: -34886652.000000 Penalty: 6250.790527
	Iteration 104Q: 3 clusters Score -3.488665e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197271 members 
Mstep: Class 2 contains 100000 members 
Entering Unmasked Estep 
Score: -34886648.000000 Penalty: 6250.790527
	Iteration 105Q: 3 clusters Score -3.488665e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197237 members 
Mstep: Class 2 contains 100034 members 
Entering Unmasked Estep 
Score: -34886668.000000 Penalty: 6250.790527
	Iteration 106Q: 3 clusters Score -3.488667e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197205 members 
Mstep: Class 2 contains 100066 members 
Entering Unmasked Estep 
Score: -34886600.000000 Penalty: 6250.790527
	Iteration 107Q: 3 clusters Score -3.48866e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197183 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -34886652.000000 Penalty: 6250.790527
	Iteration 108Q: 3 clusters Score -3.488665e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197149 members 
Mstep: Class 2 contains 100122 members 
Entering Unmasked Estep 
Score: -34886676.000000 Penalty: 6250.790527
	Iteration 109Q: 3 clusters Score -3.488668e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197122 members 
Mstep: Class 2 contains 100149 members 
Entering Unmasked Estep 
Score: -34886628.000000 Penalty: 6250.790527
	Iteration 110Q: 3 clusters Score -3.488663e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197095 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -34886628.000000 Penalty: 6250.790527
	Iteration 111Q: 3 clusters Score -3.488663e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197073 members 
Mstep: Class 2 contains 100198 members 
Entering Unmasked Estep 
Score: -34886660.000000 Penalty: 6250.790527
	Iteration 112Q: 3 clusters Score -3.488666e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197057 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
Score: -34886660.000000 Penalty: 6250.790527
	Iteration 113Q: 3 clusters Score -3.488666e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197041 members 
Mstep: Class 2 contains 100230 members 
Entering Unmasked Estep 
Score: -34886652.000000 Penalty: 6250.790527
	Iteration 114Q: 3 clusters Score -3.488665e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197025 members 
Mstep: Class 2 contains 100246 members 
Entering Unmasked Estep 
Score: -34886644.000000 Penalty: 6250.790527
	Iteration 115Q: 3 clusters Score -3.488664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197027 members 
Mstep: Class 2 contains 100244 members 
Entering Unmasked Estep 
Score: -34886648.000000 Penalty: 6250.790527
	Iteration 116Q: 3 clusters Score -3.488665e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197030 members 
Mstep: Class 2 contains 100241 members 
Entering Unmasked Estep 
Score: -34886624.000000 Penalty: 6250.790527
	Iteration 117Q: 3 clusters Score -3.488662e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197035 members 
Mstep: Class 2 contains 100236 members 
Entering Unmasked Estep 
Score: -34886644.000000 Penalty: 6250.790527
	Iteration 118Q: 3 clusters Score -3.488664e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197057 members 
Mstep: Class 2 contains 100214 members 
Entering Unmasked Estep 
Score: -34886656.000000 Penalty: 6250.790527
	Iteration 119Q: 3 clusters Score -3.488666e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197072 members 
Mstep: Class 2 contains 100199 members 
Entering Unmasked Estep 
Score: -34886652.000000 Penalty: 6250.790527
	Iteration 120F: 3 clusters Score -3.488665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197079 members 
Mstep: Class 2 contains 100192 members 
Entering Unmasked Estep 
Score: -34886680.000000 Penalty: 6250.790527
	Iteration 121Q: 3 clusters Score -3.488668e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197095 members 
Mstep: Class 2 contains 100176 members 
Entering Unmasked Estep 
Score: -34886688.000000 Penalty: 6250.790527
	Iteration 122Q: 3 clusters Score -3.488669e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197102 members 
Mstep: Class 2 contains 100169 members 
Entering Unmasked Estep 
Score: -34886664.000000 Penalty: 6250.790527
	Iteration 123Q: 3 clusters Score -3.488666e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197109 members 
Mstep: Class 2 contains 100162 members 
Entering Unmasked Estep 
Score: -34886696.000000 Penalty: 6250.790527
	Iteration 124Q: 3 clusters Score -3.48867e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197113 members 
Mstep: Class 2 contains 100158 members 
Entering Unmasked Estep 
Score: -34886704.000000 Penalty: 6250.790527
	Iteration 125Q: 3 clusters Score -3.48867e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197113 members 
Mstep: Class 2 contains 100158 members 
Entering Unmasked Estep 
Score: -34886716.000000 Penalty: 6250.790527
	Iteration 126Q: 3 clusters Score -3.488672e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197118 members 
Mstep: Class 2 contains 100153 members 
Entering Unmasked Estep 
Score: -34886716.000000 Penalty: 6250.790527
	Iteration 127Q: 3 clusters Score -3.488672e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197129 members 
Mstep: Class 2 contains 100142 members 
Entering Unmasked Estep 
Score: -34886708.000000 Penalty: 6250.790527
	Iteration 128Q: 3 clusters Score -3.488671e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197139 members 
Mstep: Class 2 contains 100132 members 
Entering Unmasked Estep 
Score: -34886720.000000 Penalty: 6250.790527
	Iteration 129Q: 3 clusters Score -3.488672e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197152 members 
Mstep: Class 2 contains 100119 members 
Entering Unmasked Estep 
Score: -34886736.000000 Penalty: 6250.790527
	Iteration 130Q: 3 clusters Score -3.488674e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197169 members 
Mstep: Class 2 contains 100102 members 
Entering Unmasked Estep 
Score: -34886728.000000 Penalty: 6250.790527
	Iteration 131Q: 3 clusters Score -3.488673e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197183 members 
Mstep: Class 2 contains 100088 members 
Entering Unmasked Estep 
Score: -34886704.000000 Penalty: 6250.790527
	Iteration 132Q: 3 clusters Score -3.48867e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197197 members 
Mstep: Class 2 contains 100074 members 
Entering Unmasked Estep 
Score: -34886704.000000 Penalty: 6250.790527
	Iteration 133Q: 3 clusters Score -3.48867e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197202 members 
Mstep: Class 2 contains 100069 members 
Entering Unmasked Estep 
Score: -34886668.000000 Penalty: 6250.790527
	Iteration 134Q: 3 clusters Score -3.488667e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197199 members 
Mstep: Class 2 contains 100072 members 
Entering Unmasked Estep 
Score: -34886668.000000 Penalty: 6250.790527
	Iteration 135Q: 3 clusters Score -3.488667e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197211 members 
Mstep: Class 2 contains 100060 members 
Entering Unmasked Estep 
Score: -34886640.000000 Penalty: 6250.790527
	Iteration 136Q: 3 clusters Score -3.488664e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197215 members 
Mstep: Class 2 contains 100056 members 
Entering Unmasked Estep 
Score: -34886660.000000 Penalty: 6250.790527
	Iteration 137Q: 3 clusters Score -3.488666e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197214 members 
Mstep: Class 2 contains 100057 members 
Entering Unmasked Estep 
Score: -34886672.000000 Penalty: 6250.790527
	Iteration 138Q: 3 clusters Score -3.488667e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197213 members 
Mstep: Class 2 contains 100058 members 
Entering Unmasked Estep 
Score: -34886720.000000 Penalty: 6250.790527
	Iteration 139Q: 3 clusters Score -3.488672e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197205 members 
Mstep: Class 2 contains 100066 members 
Entering Unmasked Estep 
Score: -34886716.000000 Penalty: 6250.790527
	Iteration 140F: 3 clusters Score -3.488672e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197204 members 
Mstep: Class 2 contains 100067 members 
Entering Unmasked Estep 
Score: -34886708.000000 Penalty: 6250.790527
	Iteration 141Q: 3 clusters Score -3.488671e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197205 members 
Mstep: Class 2 contains 100066 members 
Entering Unmasked Estep 
Score: -34886740.000000 Penalty: 6250.790527
	Iteration 142Q: 3 clusters Score -3.488674e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197210 members 
Mstep: Class 2 contains 100061 members 
Entering Unmasked Estep 
Score: -34886700.000000 Penalty: 6250.790527
	Iteration 143Q: 3 clusters Score -3.48867e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197217 members 
Mstep: Class 2 contains 100054 members 
Entering Unmasked Estep 
Score: -34886708.000000 Penalty: 6250.790527
	Iteration 144Q: 3 clusters Score -3.488671e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197223 members 
Mstep: Class 2 contains 100048 members 
Entering Unmasked Estep 
Score: -34886728.000000 Penalty: 6250.790527
	Iteration 145Q: 3 clusters Score -3.488673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197235 members 
Mstep: Class 2 contains 100036 members 
Entering Unmasked Estep 
Score: -34886716.000000 Penalty: 6250.790527
	Iteration 146Q: 3 clusters Score -3.488672e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197243 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -34886732.000000 Penalty: 6250.790527
	Iteration 147Q: 3 clusters Score -3.488673e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197253 members 
Mstep: Class 2 contains 100018 members 
Entering Unmasked Estep 
Score: -34886748.000000 Penalty: 6250.790527
	Iteration 148Q: 3 clusters Score -3.488675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197259 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -34886752.000000 Penalty: 6250.790527
	Iteration 149Q: 3 clusters Score -3.488675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197265 members 
Mstep: Class 2 contains 100006 members 
Entering Unmasked Estep 
Score: -34886760.000000 Penalty: 6250.790527
	Iteration 150Q: 3 clusters Score -3.488676e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197268 members 
Mstep: Class 2 contains 100003 members 
Entering Unmasked Estep 
Score: -34886772.000000 Penalty: 6250.790527
	Iteration 151Q: 3 clusters Score -3.488677e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197267 members 
Mstep: Class 2 contains 100004 members 
Entering Unmasked Estep 
Score: -34886756.000000 Penalty: 6250.790527
	Iteration 152Q: 3 clusters Score -3.488676e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197263 members 
Mstep: Class 2 contains 100008 members 
Entering Unmasked Estep 
Score: -34886764.000000 Penalty: 6250.790527
	Iteration 153Q: 3 clusters Score -3.488676e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197264 members 
Mstep: Class 2 contains 100007 members 
Entering Unmasked Estep 
Score: -34886764.000000 Penalty: 6250.790527
	Iteration 154Q: 3 clusters Score -3.488676e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197266 members 
Mstep: Class 2 contains 100005 members 
Entering Unmasked Estep 
Score: -34886780.000000 Penalty: 6250.790527
	Iteration 155Q: 3 clusters Score -3.488678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197262 members 
Mstep: Class 2 contains 100009 members 
Entering Unmasked Estep 
Score: -34886764.000000 Penalty: 6250.790527
	Iteration 156Q: 3 clusters Score -3.488676e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197259 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -34886756.000000 Penalty: 6250.790527
	Iteration 157Q: 3 clusters Score -3.488676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197259 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -34886768.000000 Penalty: 6250.790527
	Iteration 158Q: 3 clusters Score -3.488677e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197259 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -34886760.000000 Penalty: 6250.790527
	Iteration 159Q: 3 clusters Score -3.488676e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197257 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -34886776.000000 Penalty: 6250.790527
	Iteration 160F: 3 clusters Score -3.488678e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197259 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -34886764.000000 Penalty: 6250.790527
	Iteration 161Q: 3 clusters Score -3.488676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197259 members 
Mstep: Class 2 contains 100012 members 
Entering Unmasked Estep 
Score: -34886776.000000 Penalty: 6250.790527
	Iteration 162Q: 3 clusters Score -3.488678e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197257 members 
Mstep: Class 2 contains 100014 members 
Entering Unmasked Estep 
Score: -34886772.000000 Penalty: 6250.790527
	Iteration 163Q: 3 clusters Score -3.488677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197258 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -34886772.000000 Penalty: 6250.790527
	Iteration 164Q: 3 clusters Score -3.488677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197258 members 
Mstep: Class 2 contains 100013 members 
Entering Unmasked Estep 
Score: -34886772.000000 Penalty: 6250.790527
	Iteration 165F: 3 clusters Score -3.488677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Entering Unmasked Estep 
Score: -119950.382812 Penalty: 1814.174194
	Iteration 0F: 2 clusters Score -119950.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -117712.039062 Penalty: 3628.348389
	Iteration 0F: 3 clusters Score -117712 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -118218.710938 Penalty: 3628.348389
	Iteration 1F: 3 clusters Score -118218.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -118453.054688 Penalty: 3628.348389
	Iteration 2F: 3 clusters Score -118453.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -118687.929688 Penalty: 3628.348389
	Iteration 3F: 3 clusters Score -118687.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -118890.960938 Penalty: 3628.348389
	Iteration 4F: 3 clusters Score -118891 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -118979.078125 Penalty: 3628.348389
	Iteration 5Q: 3 clusters Score -118979.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -119022.500000 Penalty: 3628.348389
	Iteration 6Q: 3 clusters Score -119022.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119056.781250 Penalty: 3628.348389
	Iteration 7Q: 3 clusters Score -119056.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -119075.359375 Penalty: 3628.348389
	Iteration 8Q: 3 clusters Score -119075.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -119086.265625 Penalty: 3628.348389
	Iteration 9Q: 3 clusters Score -119086.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -119095.523438 Penalty: 3628.348389
	Iteration 10Q: 3 clusters Score -119095.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -119100.437500 Penalty: 3628.348389
	Iteration 11Q: 3 clusters Score -119100.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119103.531250 Penalty: 3628.348389
	Iteration 12Q: 3 clusters Score -119103.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -119104.109375 Penalty: 3628.348389
	Iteration 13Q: 3 clusters Score -119104.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119104.773438 Penalty: 3628.348389
	Iteration 14Q: 3 clusters Score -119104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -119104.773438 Penalty: 3628.348389
	Iteration 15F: 3 clusters Score -119104.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11478 members 
Mstep: Class 3 contains 18495 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 190191 members 
Mstep: Class 6 contains 23181 members 
Mstep: Class 7 contains 44606 members 
Mstep: Class 8 contains 296827 members 
Mstep: Class 9 contains 9296 members 
Mstep: Class 10 contains 112277 members 
Mstep: Class 11 contains 14129 members 
Mstep: Class 12 contains 36321 members 
Mstep: Class 13 contains 37480 members 
Mstep: Class 14 contains 31964 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 8755 members 
Mstep: Class 17 contains 7862 members 
Mstep: Class 18 contains 39605 members 
Mstep: Class 19 contains 10073 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 175361 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 889 members 
Mstep: Class 24 contains 23499 members 
Mstep: Class 25 contains 297271 members 
Mstep: Class 26 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444992.000000 Penalty: 91337.375000
Iteration 79Q: 27 clusters Score -1.61445e+08 nChanged 9034
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11480 members 
Mstep: Class 3 contains 18507 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 190806 members 
Mstep: Class 6 contains 23142 members 
Mstep: Class 7 contains 44229 members 
Mstep: Class 8 contains 296611 members 
Mstep: Class 9 contains 9299 members 
Mstep: Class 10 contains 110935 members 
Mstep: Class 11 contains 14121 members 
Mstep: Class 12 contains 36596 members 
Mstep: Class 13 contains 37478 members 
Mstep: Class 14 contains 31930 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 8757 members 
Mstep: Class 17 contains 7931 members 
Mstep: Class 18 contains 39837 members 
Mstep: Class 19 contains 10086 members 
Mstep: Class 20 contains 18771 members 
Mstep: Class 21 contains 174453 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 888 members 
Mstep: Class 24 contains 23499 members 
Mstep: Class 25 contains 298979 members 
Mstep: Class 26 contains 1503 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444752.000000 Penalty: 91337.375000
Iteration 80F: 27 clusters Score -1.614448e+08 nChanged 10194
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11490 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191295 members 
Mstep: Class 6 contains 23098 members 
Mstep: Class 7 contains 43778 members 
Mstep: Class 8 contains 296162 members 
Mstep: Class 9 contains 9292 members 
Mstep: Class 10 contains 109707 members 
Mstep: Class 11 contains 14110 members 
Mstep: Class 12 contains 36845 members 
Mstep: Class 13 contains 37470 members 
Mstep: Class 14 contains 31910 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 8728 members 
Mstep: Class 17 contains 8045 members 
Mstep: Class 18 contains 40078 members 
Mstep: Class 19 contains 10072 members 
Mstep: Class 20 contains 18763 members 
Mstep: Class 21 contains 173619 members 
Mstep: Class 22 contains 2206 members 
Mstep: Class 23 contains 977 members 
Mstep: Class 24 contains 23498 members 
Mstep: Class 25 contains 300870 members 
Mstep: Class 26 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445152.000000 Penalty: 91337.375000
Iteration 81Q: 27 clusters Score -1.614452e+08 nChanged 11568
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11487 members 
Mstep: Class 3 contains 18520 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191633 members 
Mstep: Class 6 contains 23063 members 
Mstep: Class 7 contains 43305 members 
Mstep: Class 8 contains 295800 members 
Mstep: Class 9 contains 9289 members 
Mstep: Class 10 contains 108496 members 
Mstep: Class 11 contains 14106 members 
Mstep: Class 12 contains 37108 members 
Mstep: Class 13 contains 37476 members 
Mstep: Class 14 contains 31870 members 
Mstep: Class 15 contains 3712 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 8203 members 
Mstep: Class 18 contains 40276 members 
Mstep: Class 19 contains 10075 members 
Mstep: Class 20 contains 18753 members 
Mstep: Class 21 contains 172796 members 
Mstep: Class 22 contains 2212 members 
Mstep: Class 23 contains 1061 members 
Mstep: Class 24 contains 23493 members 
Mstep: Class 25 contains 302801 members 
Mstep: Class 26 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444704.000000 Penalty: 91337.375000
Iteration 82Q: 27 clusters Score -1.614447e+08 nChanged 12825
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11490 members 
Mstep: Class 3 contains 18526 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191763 members 
Mstep: Class 6 contains 23046 members 
Mstep: Class 7 contains 42809 members 
Mstep: Class 8 contains 295721 members 
Mstep: Class 9 contains 9319 members 
Mstep: Class 10 contains 107254 members 
Mstep: Class 11 contains 14114 members 
Mstep: Class 12 contains 37378 members 
Mstep: Class 13 contains 37467 members 
Mstep: Class 14 contains 31869 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 8397 members 
Mstep: Class 18 contains 40472 members 
Mstep: Class 19 contains 10108 members 
Mstep: Class 20 contains 18759 members 
Mstep: Class 21 contains 172050 members 
Mstep: Class 22 contains 2216 members 
Mstep: Class 23 contains 1128 members 
Mstep: Class 24 contains 23480 members 
Mstep: Class 25 contains 304505 members 
Mstep: Class 26 contains 1502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444080.000000 Penalty: 91337.375000
Iteration 83Q: 27 clusters Score -1.614441e+08 nChanged 13487
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11496 members 
Mstep: Class 3 contains 18521 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191797 members 
Mstep: Class 6 contains 23015 members 
Mstep: Class 7 contains 42300 members 
Mstep: Class 8 contains 296011 members 
Mstep: Class 9 contains 9323 members 
Mstep: Class 10 contains 106025 members 
Mstep: Class 11 contains 14117 members 
Mstep: Class 12 contains 37687 members 
Mstep: Class 13 contains 37460 members 
Mstep: Class 14 contains 31853 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 8610 members 
Mstep: Class 17 contains 8621 members 
Mstep: Class 18 contains 40724 members 
Mstep: Class 19 contains 10125 members 
Mstep: Class 20 contains 18755 members 
Mstep: Class 21 contains 171400 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 1172 members 
Mstep: Class 24 contains 23495 members 
Mstep: Class 25 contains 305772 members 
Mstep: Class 26 contains 1510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161443344.000000 Penalty: 91337.375000
Iteration 84Q: 27 clusters Score -1.614433e+08 nChanged 13806
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11503 members 
Mstep: Class 3 contains 18522 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191847 members 
Mstep: Class 6 contains 23009 members 
Mstep: Class 7 contains 41795 members 
Mstep: Class 8 contains 296571 members 
Mstep: Class 9 contains 9331 members 
Mstep: Class 10 contains 104799 members 
Mstep: Class 11 contains 14125 members 
Mstep: Class 12 contains 38014 members 
Mstep: Class 13 contains 37458 members 
Mstep: Class 14 contains 31859 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 8869 members 
Mstep: Class 18 contains 40997 members 
Mstep: Class 19 contains 10150 members 
Mstep: Class 20 contains 18769 members 
Mstep: Class 21 contains 170967 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 1191 members 
Mstep: Class 24 contains 23485 members 
Mstep: Class 25 contains 306412 members 
Mstep: Class 26 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442816.000000 Penalty: 91337.375000
Iteration 85Q: 27 clusters Score -1.614428e+08 nChanged 13688
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11513 members 
Mstep: Class 3 contains 18544 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 192070 members 
Mstep: Class 6 contains 22992 members 
Mstep: Class 7 contains 41251 members 
Mstep: Class 8 contains 297607 members 
Mstep: Class 9 contains 9344 members 
Mstep: Class 10 contains 103482 members 
Mstep: Class 11 contains 14123 members 
Mstep: Class 12 contains 38349 members 
Mstep: Class 13 contains 37460 members 
Mstep: Class 14 contains 31851 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 8586 members 
Mstep: Class 17 contains 9117 members 
Mstep: Class 18 contains 41318 members 
Mstep: Class 19 contains 10179 members 
Mstep: Class 20 contains 18794 members 
Mstep: Class 21 contains 170811 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 1201 members 
Mstep: Class 24 contains 23476 members 
Mstep: Class 25 contains 306193 members 
Mstep: Class 26 contains 1514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442736.000000 Penalty: 91337.375000
Iteration 86Q: 27 clusters Score -1.614427e+08 nChanged 12752
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11508 members 
Mstep: Class 3 contains 18589 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 192603 members 
Mstep: Class 6 contains 22940 members 
Mstep: Class 7 contains 40691 members 
Mstep: Class 8 contains 299055 members 
Mstep: Class 9 contains 9350 members 
Mstep: Class 10 contains 102081 members 
Mstep: Class 11 contains 14125 members 
Mstep: Class 12 contains 38677 members 
Mstep: Class 13 contains 37457 members 
Mstep: Class 14 contains 31852 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 8580 members 
Mstep: Class 17 contains 9314 members 
Mstep: Class 18 contains 41699 members 
Mstep: Class 19 contains 10202 members 
Mstep: Class 20 contains 18807 members 
Mstep: Class 21 contains 170954 members 
Mstep: Class 22 contains 2250 members 
Mstep: Class 23 contains 1208 members 
Mstep: Class 24 contains 23475 members 
Mstep: Class 25 contains 305079 members 
Mstep: Class 26 contains 1518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442016.000000 Penalty: 91337.375000
Iteration 87Q: 27 clusters Score -1.61442e+08 nChanged 11270
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11503 members 
Mstep: Class 3 contains 18632 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 193386 members 
Mstep: Class 6 contains 22904 members 
Mstep: Class 7 contains 40134 members 
Mstep: Class 8 contains 300361 members 
Mstep: Class 9 contains 9356 members 
Mstep: Class 10 contains 100736 members 
Mstep: Class 11 contains 14131 members 
Mstep: Class 12 contains 38982 members 
Mstep: Class 13 contains 37457 members 
Mstep: Class 14 contains 31906 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 9493 members 
Mstep: Class 18 contains 42073 members 
Mstep: Class 19 contains 10217 members 
Mstep: Class 20 contains 18812 members 
Mstep: Class 21 contains 171330 members 
Mstep: Class 22 contains 2261 members 
Mstep: Class 23 contains 1215 members 
Mstep: Class 24 contains 23485 members 
Mstep: Class 25 contains 303546 members 
Mstep: Class 26 contains 1520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442224.000000 Penalty: 91337.375000
Iteration 88Q: 27 clusters Score -1.614422e+08 nChanged 9919
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11506 members 
Mstep: Class 3 contains 18704 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 194468 members 
Mstep: Class 6 contains 22870 members 
Mstep: Class 7 contains 39626 members 
Mstep: Class 8 contains 301339 members 
Mstep: Class 9 contains 9359 members 
Mstep: Class 10 contains 99502 members 
Mstep: Class 11 contains 14147 members 
Mstep: Class 12 contains 39305 members 
Mstep: Class 13 contains 37452 members 
Mstep: Class 14 contains 31961 members 
Mstep: Class 15 contains 3724 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 9669 members 
Mstep: Class 18 contains 42500 members 
Mstep: Class 19 contains 10227 members 
Mstep: Class 20 contains 18800 members 
Mstep: Class 21 contains 171904 members 
Mstep: Class 22 contains 2272 members 
Mstep: Class 23 contains 1219 members 
Mstep: Class 24 contains 23483 members 
Mstep: Class 25 contains 301589 members 
Mstep: Class 26 contains 1523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442608.000000 Penalty: 91337.375000
Iteration 89Q: 27 clusters Score -1.614426e+08 nChanged 9255
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11516 members 
Mstep: Class 3 contains 18757 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 195679 members 
Mstep: Class 6 contains 22831 members 
Mstep: Class 7 contains 39095 members 
Mstep: Class 8 contains 302044 members 
Mstep: Class 9 contains 9361 members 
Mstep: Class 10 contains 98350 members 
Mstep: Class 11 contains 14145 members 
Mstep: Class 12 contains 39637 members 
Mstep: Class 13 contains 37476 members 
Mstep: Class 14 contains 32015 members 
Mstep: Class 15 contains 3723 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 9822 members 
Mstep: Class 18 contains 42962 members 
Mstep: Class 19 contains 10240 members 
Mstep: Class 20 contains 18774 members 
Mstep: Class 21 contains 172558 members 
Mstep: Class 22 contains 2278 members 
Mstep: Class 23 contains 1220 members 
Mstep: Class 24 contains 23481 members 
Mstep: Class 25 contains 299653 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161443744.000000 Penalty: 91337.375000
Iteration 90Q: 27 clusters Score -1.614437e+08 nChanged 8882
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11520 members 
Mstep: Class 3 contains 18811 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 197041 members 
Mstep: Class 6 contains 22779 members 
Mstep: Class 7 contains 38545 members 
Mstep: Class 8 contains 302551 members 
Mstep: Class 9 contains 9360 members 
Mstep: Class 10 contains 97221 members 
Mstep: Class 11 contains 14159 members 
Mstep: Class 12 contains 39953 members 
Mstep: Class 13 contains 37470 members 
Mstep: Class 14 contains 32050 members 
Mstep: Class 15 contains 3721 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 9945 members 
Mstep: Class 18 contains 43413 members 
Mstep: Class 19 contains 10249 members 
Mstep: Class 20 contains 18759 members 
Mstep: Class 21 contains 173152 members 
Mstep: Class 22 contains 2279 members 
Mstep: Class 23 contains 1225 members 
Mstep: Class 24 contains 23489 members 
Mstep: Class 25 contains 297920 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444560.000000 Penalty: 91337.375000
Iteration 91Q: 27 clusters Score -1.614446e+08 nChanged 8705
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11518 members 
Mstep: Class 3 contains 18857 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 198513 members 
Mstep: Class 6 contains 22747 members 
Mstep: Class 7 contains 37975 members 
Mstep: Class 8 contains 302850 members 
Mstep: Class 9 contains 9350 members 
Mstep: Class 10 contains 96114 members 
Mstep: Class 11 contains 14178 members 
Mstep: Class 12 contains 40229 members 
Mstep: Class 13 contains 37461 members 
Mstep: Class 14 contains 32089 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 8603 members 
Mstep: Class 17 contains 10037 members 
Mstep: Class 18 contains 43842 members 
Mstep: Class 19 contains 10256 members 
Mstep: Class 20 contains 18753 members 
Mstep: Class 21 contains 173698 members 
Mstep: Class 22 contains 2282 members 
Mstep: Class 23 contains 1229 members 
Mstep: Class 24 contains 23492 members 
Mstep: Class 25 contains 296417 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445008.000000 Penalty: 91337.375000
Iteration 92Q: 27 clusters Score -1.61445e+08 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11524 members 
Mstep: Class 3 contains 18886 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 199970 members 
Mstep: Class 6 contains 22719 members 
Mstep: Class 7 contains 37416 members 
Mstep: Class 8 contains 302909 members 
Mstep: Class 9 contains 9320 members 
Mstep: Class 10 contains 95032 members 
Mstep: Class 11 contains 14179 members 
Mstep: Class 12 contains 40466 members 
Mstep: Class 13 contains 37457 members 
Mstep: Class 14 contains 32129 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 10111 members 
Mstep: Class 18 contains 44293 members 
Mstep: Class 19 contains 10264 members 
Mstep: Class 20 contains 18748 members 
Mstep: Class 21 contains 174150 members 
Mstep: Class 22 contains 2287 members 
Mstep: Class 23 contains 1235 members 
Mstep: Class 24 contains 23495 members 
Mstep: Class 25 contains 295299 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445456.000000 Penalty: 91337.375000
Iteration 93Q: 27 clusters Score -1.614455e+08 nChanged 8197
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11526 members 
Mstep: Class 3 contains 18927 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 201211 members 
Mstep: Class 6 contains 22706 members 
Mstep: Class 7 contains 36892 members 
Mstep: Class 8 contains 302799 members 
Mstep: Class 9 contains 9304 members 
Mstep: Class 10 contains 93955 members 
Mstep: Class 11 contains 14178 members 
Mstep: Class 12 contains 40671 members 
Mstep: Class 13 contains 37456 members 
Mstep: Class 14 contains 32152 members 
Mstep: Class 15 contains 3716 members 
Mstep: Class 16 contains 8587 members 
Mstep: Class 17 contains 10156 members 
Mstep: Class 18 contains 44752 members 
Mstep: Class 19 contains 10274 members 
Mstep: Class 20 contains 18756 members 
Mstep: Class 21 contains 174560 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 1242 members 
Mstep: Class 24 contains 23496 members 
Mstep: Class 25 contains 294602 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446000.000000 Penalty: 91337.375000
Iteration 94Q: 27 clusters Score -1.61446e+08 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11542 members 
Mstep: Class 3 contains 18980 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 202308 members 
Mstep: Class 6 contains 22688 members 
Mstep: Class 7 contains 36396 members 
Mstep: Class 8 contains 302512 members 
Mstep: Class 9 contains 9293 members 
Mstep: Class 10 contains 92874 members 
Mstep: Class 11 contains 14183 members 
Mstep: Class 12 contains 40847 members 
Mstep: Class 13 contains 37460 members 
Mstep: Class 14 contains 32187 members 
Mstep: Class 15 contains 3707 members 
Mstep: Class 16 contains 8583 members 
Mstep: Class 17 contains 10190 members 
Mstep: Class 18 contains 45212 members 
Mstep: Class 19 contains 10282 members 
Mstep: Class 20 contains 18758 members 
Mstep: Class 21 contains 174935 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 1249 members 
Mstep: Class 24 contains 23500 members 
Mstep: Class 25 contains 294232 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446016.000000 Penalty: 91337.375000
Iteration 95Q: 27 clusters Score -1.61446e+08 nChanged 7893
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11551 members 
Mstep: Class 3 contains 19044 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 203195 members 
Mstep: Class 6 contains 22667 members 
Mstep: Class 7 contains 35900 members 
Mstep: Class 8 contains 302282 members 
Mstep: Class 9 contains 9288 members 
Mstep: Class 10 contains 91816 members 
Mstep: Class 11 contains 14194 members 
Mstep: Class 12 contains 41021 members 
Mstep: Class 13 contains 37471 members 
Mstep: Class 14 contains 32208 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 10241 members 
Mstep: Class 18 contains 45690 members 
Mstep: Class 19 contains 10291 members 
Mstep: Class 20 contains 18753 members 
Mstep: Class 21 contains 175302 members 
Mstep: Class 22 contains 2293 members 
Mstep: Class 23 contains 1250 members 
Mstep: Class 24 contains 23504 members 
Mstep: Class 25 contains 293966 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447040.000000 Penalty: 91337.375000
Iteration 96Q: 27 clusters Score -1.61447e+08 nChanged 7608
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11550 members 
Mstep: Class 3 contains 19102 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 203927 members 
Mstep: Class 6 contains 22655 members 
Mstep: Class 7 contains 35421 members 
Mstep: Class 8 contains 302017 members 
Mstep: Class 9 contains 9295 members 
Mstep: Class 10 contains 90839 members 
Mstep: Class 11 contains 14205 members 
Mstep: Class 12 contains 41212 members 
Mstep: Class 13 contains 37467 members 
Mstep: Class 14 contains 32244 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 8574 members 
Mstep: Class 17 contains 10278 members 
Mstep: Class 18 contains 46176 members 
Mstep: Class 19 contains 10301 members 
Mstep: Class 20 contains 18756 members 
Mstep: Class 21 contains 175702 members 
Mstep: Class 22 contains 2293 members 
Mstep: Class 23 contains 1251 members 
Mstep: Class 24 contains 23505 members 
Mstep: Class 25 contains 293738 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447376.000000 Penalty: 91337.375000
Iteration 97Q: 27 clusters Score -1.614474e+08 nChanged 7524
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 11554 members 
Mstep: Class 3 contains 19147 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 204517 members 
Mstep: Class 6 contains 22628 members 
Mstep: Class 7 contains 34936 members 
Mstep: Class 8 contains 301942 members 
Mstep: Class 9 contains 9285 members 
Mstep: Class 10 contains 89845 members 
Mstep: Class 11 contains 14210 members 
Mstep: Class 12 contains 41452 members 
Mstep: Class 13 contains 37457 members 
Mstep: Class 14 contains 32270 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 10302 members 
Mstep: Class 18 contains 46627 members 
Mstep: Class 19 contains 10304 members 
Mstep: Class 20 contains 18758 members 
Mstep: Class 21 contains 176156 members 
Mstep: Class 22 contains 2293 members 
Mstep: Class 23 contains 1251 members 
Mstep: Class 24 contains 23511 members 
Mstep: Class 25 contains 293482 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447392.000000 Penalty: 91337.375000
Iteration 98Q: 27 clusters Score -1.614474e+08 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11555 members 
Mstep: Class 3 contains 19194 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 204979 members 
Mstep: Class 6 contains 22609 members 
Mstep: Class 7 contains 34454 members 
Mstep: Class 8 contains 301890 members 
Mstep: Class 9 contains 9296 members 
Mstep: Class 10 contains 88874 members 
Mstep: Class 11 contains 14221 members 
Mstep: Class 12 contains 41692 members 
Mstep: Class 13 contains 37454 members 
Mstep: Class 14 contains 32291 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 10318 members 
Mstep: Class 18 contains 47081 members 
Mstep: Class 19 contains 10307 members 
Mstep: Class 20 contains 18755 members 
Mstep: Class 21 contains 176600 members 
Mstep: Class 22 contains 2290 members 
Mstep: Class 23 contains 1251 members 
Mstep: Class 24 contains 23512 members 
Mstep: Class 25 contains 293306 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448576.000000 Penalty: 91337.375000
Iteration 99Q: 27 clusters Score -1.614486e+08 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11562 members 
Mstep: Class 3 contains 19251 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 205292 members 
Mstep: Class 6 contains 22570 members 
Mstep: Class 7 contains 33938 members 
Mstep: Class 8 contains 301926 members 
Mstep: Class 9 contains 9319 members 
Mstep: Class 10 contains 87971 members 
Mstep: Class 11 contains 14228 members 
Mstep: Class 12 contains 41935 members 
Mstep: Class 13 contains 37454 members 
Mstep: Class 14 contains 32313 members 
Mstep: Class 15 contains 3706 members 
Mstep: Class 16 contains 8574 members 
Mstep: Class 17 contains 10307 members 
Mstep: Class 18 contains 47535 members 
Mstep: Class 19 contains 10309 members 
Mstep: Class 20 contains 18756 members 
Mstep: Class 21 contains 177010 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 1251 members 
Mstep: Class 24 contains 23517 members 
Mstep: Class 25 contains 293194 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448224.000000 Penalty: 91337.375000
Iteration 100F: 27 clusters Score -1.614482e+08 nChanged 7547
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11565 members 
Mstep: Class 3 contains 19292 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 205479 members 
Mstep: Class 6 contains 22540 members 
Mstep: Class 7 contains 33421 members 
Mstep: Class 8 contains 301966 members 
Mstep: Class 9 contains 9334 members 
Mstep: Class 10 contains 87145 members 
Mstep: Class 11 contains 14222 members 
Mstep: Class 12 contains 42158 members 
Mstep: Class 13 contains 37450 members 
Mstep: Class 14 contains 32344 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 10347 members 
Mstep: Class 18 contains 47962 members 
Mstep: Class 19 contains 10305 members 
Mstep: Class 20 contains 18756 members 
Mstep: Class 21 contains 177401 members 
Mstep: Class 22 contains 2293 members 
Mstep: Class 23 contains 1258 members 
Mstep: Class 24 contains 23523 members 
Mstep: Class 25 contains 293166 members 
Mstep: Class 26 contains 1524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448272.000000 Penalty: 91337.375000
Iteration 101Q: 27 clusters Score -1.614483e+08 nChanged 7590
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11568 members 
Mstep: Class 3 contains 19341 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 205495 members 
Mstep: Class 6 contains 22516 members 
Mstep: Class 7 contains 32905 members 
Mstep: Class 8 contains 301954 members 
Mstep: Class 9 contains 9347 members 
Mstep: Class 10 contains 86391 members 
Mstep: Class 11 contains 14216 members 
Mstep: Class 12 contains 42364 members 
Mstep: Class 13 contains 37450 members 
Mstep: Class 14 contains 32362 members 
Mstep: Class 15 contains 3709 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 10391 members 
Mstep: Class 18 contains 48460 members 
Mstep: Class 19 contains 10305 members 
Mstep: Class 20 contains 18751 members 
Mstep: Class 21 contains 177707 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 1263 members 
Mstep: Class 24 contains 23532 members 
Mstep: Class 25 contains 293312 members 
Mstep: Class 26 contains 1525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448480.000000 Penalty: 91337.375000
Iteration 102Q: 27 clusters Score -1.614485e+08 nChanged 7456
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11573 members 
Mstep: Class 3 contains 19411 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 205393 members 
Mstep: Class 6 contains 22502 members 
Mstep: Class 7 contains 32388 members 
Mstep: Class 8 contains 301756 members 
Mstep: Class 9 contains 9373 members 
Mstep: Class 10 contains 85761 members 
Mstep: Class 11 contains 14216 members 
Mstep: Class 12 contains 42569 members 
Mstep: Class 13 contains 37445 members 
Mstep: Class 14 contains 32376 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 10458 members 
Mstep: Class 18 contains 48978 members 
Mstep: Class 19 contains 10305 members 
Mstep: Class 20 contains 18751 members 
Mstep: Class 21 contains 178042 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 1265 members 
Mstep: Class 24 contains 23534 members 
Mstep: Class 25 contains 293523 members 
Mstep: Class 26 contains 1526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449200.000000 Penalty: 91337.375000
Iteration 103Q: 27 clusters Score -1.614492e+08 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11581 members 
Mstep: Class 3 contains 19485 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 205190 members 
Mstep: Class 6 contains 22482 members 
Mstep: Class 7 contains 31865 members 
Mstep: Class 8 contains 301761 members 
Mstep: Class 9 contains 9400 members 
Mstep: Class 10 contains 85128 members 
Mstep: Class 11 contains 14220 members 
Mstep: Class 12 contains 42782 members 
Mstep: Class 13 contains 37453 members 
Mstep: Class 14 contains 32392 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 8574 members 
Mstep: Class 17 contains 10559 members 
Mstep: Class 18 contains 49462 members 
Mstep: Class 19 contains 10309 members 
Mstep: Class 20 contains 18760 members 
Mstep: Class 21 contains 178335 members 
Mstep: Class 22 contains 2296 members 
Mstep: Class 23 contains 1264 members 
Mstep: Class 24 contains 23538 members 
Mstep: Class 25 contains 293652 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449904.000000 Penalty: 91337.375000
Iteration 104Q: 27 clusters Score -1.614499e+08 nChanged 7216
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11586 members 
Mstep: Class 3 contains 19556 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 204901 members 
Mstep: Class 6 contains 22467 members 
Mstep: Class 7 contains 31378 members 
Mstep: Class 8 contains 301771 members 
Mstep: Class 9 contains 9425 members 
Mstep: Class 10 contains 84536 members 
Mstep: Class 11 contains 14224 members 
Mstep: Class 12 contains 42949 members 
Mstep: Class 13 contains 37455 members 
Mstep: Class 14 contains 32417 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 8573 members 
Mstep: Class 17 contains 10660 members 
Mstep: Class 18 contains 49979 members 
Mstep: Class 19 contains 10313 members 
Mstep: Class 20 contains 18768 members 
Mstep: Class 21 contains 178577 members 
Mstep: Class 22 contains 2295 members 
Mstep: Class 23 contains 1266 members 
Mstep: Class 24 contains 23538 members 
Mstep: Class 25 contains 293853 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450800.000000 Penalty: 91337.375000
Iteration 105Q: 27 clusters Score -1.614508e+08 nChanged 7107
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11589 members 
Mstep: Class 3 contains 19627 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 204537 members 
Mstep: Class 6 contains 22457 members 
Mstep: Class 7 contains 30875 members 
Mstep: Class 8 contains 301803 members 
Mstep: Class 9 contains 9460 members 
Mstep: Class 10 contains 84016 members 
Mstep: Class 11 contains 14228 members 
Mstep: Class 12 contains 43106 members 
Mstep: Class 13 contains 37461 members 
Mstep: Class 14 contains 32419 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 8574 members 
Mstep: Class 17 contains 10771 members 
Mstep: Class 18 contains 50449 members 
Mstep: Class 19 contains 10313 members 
Mstep: Class 20 contains 18770 members 
Mstep: Class 21 contains 178828 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 1268 members 
Mstep: Class 24 contains 23540 members 
Mstep: Class 25 contains 294104 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450976.000000 Penalty: 91337.375000
Iteration 106Q: 27 clusters Score -1.61451e+08 nChanged 7006
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11592 members 
Mstep: Class 3 contains 19687 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 204025 members 
Mstep: Class 6 contains 22456 members 
Mstep: Class 7 contains 30369 members 
Mstep: Class 8 contains 301932 members 
Mstep: Class 9 contains 9491 members 
Mstep: Class 10 contains 83585 members 
Mstep: Class 11 contains 14230 members 
Mstep: Class 12 contains 43277 members 
Mstep: Class 13 contains 37461 members 
Mstep: Class 14 contains 32431 members 
Mstep: Class 15 contains 3719 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 10904 members 
Mstep: Class 18 contains 50913 members 
Mstep: Class 19 contains 10314 members 
Mstep: Class 20 contains 18770 members 
Mstep: Class 21 contains 179058 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 1266 members 
Mstep: Class 24 contains 23541 members 
Mstep: Class 25 contains 294324 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450416.000000 Penalty: 91337.375000
Iteration 107Q: 27 clusters Score -1.614504e+08 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 3 contains 19752 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 203588 members 
Mstep: Class 6 contains 22453 members 
Mstep: Class 7 contains 29899 members 
Mstep: Class 8 contains 301876 members 
Mstep: Class 9 contains 9496 members 
Mstep: Class 10 contains 83200 members 
Mstep: Class 11 contains 14234 members 
Mstep: Class 12 contains 43420 members 
Mstep: Class 13 contains 37453 members 
Mstep: Class 14 contains 32451 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 8572 members 
Mstep: Class 17 contains 11049 members 
Mstep: Class 18 contains 51382 members 
Mstep: Class 19 contains 10316 members 
Mstep: Class 20 contains 18774 members 
Mstep: Class 21 contains 179298 members 
Mstep: Class 22 contains 2291 members 
Mstep: Class 23 contains 1266 members 
Mstep: Class 24 contains 23542 members 
Mstep: Class 25 contains 294583 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451024.000000 Penalty: 91337.375000
Iteration 108Q: 27 clusters Score -1.61451e+08 nChanged 6637
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11594 members 
Mstep: Class 3 contains 19844 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 203125 members 
Mstep: Class 6 contains 22430 members 
Mstep: Class 7 contains 29452 members 
Mstep: Class 8 contains 301786 members 
Mstep: Class 9 contains 9502 members 
Mstep: Class 10 contains 82895 members 
Mstep: Class 11 contains 14234 members 
Mstep: Class 12 contains 43577 members 
Mstep: Class 13 contains 37450 members 
Mstep: Class 14 contains 32475 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 11199 members 
Mstep: Class 18 contains 51900 members 
Mstep: Class 19 contains 10318 members 
Mstep: Class 20 contains 18778 members 
Mstep: Class 21 contains 179479 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 1266 members 
Mstep: Class 24 contains 23540 members 
Mstep: Class 25 contains 294775 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451552.000000 Penalty: 91337.375000
Iteration 109Q: 27 clusters Score -1.614516e+08 nChanged 6403
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11593 members 
Mstep: Class 3 contains 19922 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 202565 members 
Mstep: Class 6 contains 22412 members 
Mstep: Class 7 contains 29003 members 
Mstep: Class 8 contains 301702 members 
Mstep: Class 9 contains 9502 members 
Mstep: Class 10 contains 82654 members 
Mstep: Class 11 contains 14234 members 
Mstep: Class 12 contains 43735 members 
Mstep: Class 13 contains 37444 members 
Mstep: Class 14 contains 32491 members 
Mstep: Class 15 contains 3718 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 11385 members 
Mstep: Class 18 contains 52407 members 
Mstep: Class 19 contains 10320 members 
Mstep: Class 20 contains 18773 members 
Mstep: Class 21 contains 179626 members 
Mstep: Class 22 contains 2294 members 
Mstep: Class 23 contains 1267 members 
Mstep: Class 24 contains 23541 members 
Mstep: Class 25 contains 295040 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451360.000000 Penalty: 91337.375000
Iteration 110Q: 27 clusters Score -1.614514e+08 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11594 members 
Mstep: Class 3 contains 19982 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 201953 members 
Mstep: Class 6 contains 22411 members 
Mstep: Class 7 contains 28599 members 
Mstep: Class 8 contains 301620 members 
Mstep: Class 9 contains 9502 members 
Mstep: Class 10 contains 82392 members 
Mstep: Class 11 contains 14232 members 
Mstep: Class 12 contains 43892 members 
Mstep: Class 13 contains 37438 members 
Mstep: Class 14 contains 32506 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 8581 members 
Mstep: Class 17 contains 11510 members 
Mstep: Class 18 contains 52917 members 
Mstep: Class 19 contains 10323 members 
Mstep: Class 20 contains 18778 members 
Mstep: Class 21 contains 179804 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 1267 members 
Mstep: Class 24 contains 23537 members 
Mstep: Class 25 contains 295358 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451408.000000 Penalty: 91337.375000
Iteration 111Q: 27 clusters Score -1.614514e+08 nChanged 6019
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11592 members 
Mstep: Class 3 contains 20031 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 201255 members 
Mstep: Class 6 contains 22395 members 
Mstep: Class 7 contains 28226 members 
Mstep: Class 8 contains 301601 members 
Mstep: Class 9 contains 9511 members 
Mstep: Class 10 contains 82109 members 
Mstep: Class 11 contains 14226 members 
Mstep: Class 12 contains 44068 members 
Mstep: Class 13 contains 37432 members 
Mstep: Class 14 contains 32528 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 8584 members 
Mstep: Class 17 contains 11597 members 
Mstep: Class 18 contains 53438 members 
Mstep: Class 19 contains 10324 members 
Mstep: Class 20 contains 18781 members 
Mstep: Class 21 contains 179956 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 1266 members 
Mstep: Class 24 contains 23537 members 
Mstep: Class 25 contains 295734 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451360.000000 Penalty: 91337.375000
Iteration 112Q: 27 clusters Score -1.614514e+08 nChanged 5772
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11591 members 
Mstep: Class 3 contains 20066 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 200600 members 
Mstep: Class 6 contains 22368 members 
Mstep: Class 7 contains 27818 members 
Mstep: Class 8 contains 301593 members 
Mstep: Class 9 contains 9511 members 
Mstep: Class 10 contains 81934 members 
Mstep: Class 11 contains 14221 members 
Mstep: Class 12 contains 44237 members 
Mstep: Class 13 contains 37427 members 
Mstep: Class 14 contains 32552 members 
Mstep: Class 15 contains 3722 members 
Mstep: Class 16 contains 8585 members 
Mstep: Class 17 contains 11691 members 
Mstep: Class 18 contains 53973 members 
Mstep: Class 19 contains 10324 members 
Mstep: Class 20 contains 18779 members 
Mstep: Class 21 contains 180102 members 
Mstep: Class 22 contains 2292 members 
Mstep: Class 23 contains 1268 members 
Mstep: Class 24 contains 23537 members 
Mstep: Class 25 contains 296014 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451680.000000 Penalty: 91337.375000
Iteration 113Q: 27 clusters Score -1.614517e+08 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11595 members 
Mstep: Class 3 contains 20105 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 199947 members 
Mstep: Class 6 contains 22341 members 
Mstep: Class 7 contains 27411 members 
Mstep: Class 8 contains 301684 members 
Mstep: Class 9 contains 9532 members 
Mstep: Class 10 contains 81818 members 
Mstep: Class 11 contains 14213 members 
Mstep: Class 12 contains 44415 members 
Mstep: Class 13 contains 37430 members 
Mstep: Class 14 contains 32562 members 
Mstep: Class 15 contains 3720 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 11722 members 
Mstep: Class 18 contains 54435 members 
Mstep: Class 19 contains 10324 members 
Mstep: Class 20 contains 18780 members 
Mstep: Class 21 contains 180228 members 
Mstep: Class 22 contains 2289 members 
Mstep: Class 23 contains 1268 members 
Mstep: Class 24 contains 23543 members 
Mstep: Class 25 contains 296253 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451648.000000 Penalty: 91337.375000
Iteration 114Q: 27 clusters Score -1.614516e+08 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11594 members 
Mstep: Class 3 contains 20146 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 199225 members 
Mstep: Class 6 contains 22331 members 
Mstep: Class 7 contains 27054 members 
Mstep: Class 8 contains 301747 members 
Mstep: Class 9 contains 9570 members 
Mstep: Class 10 contains 81692 members 
Mstep: Class 11 contains 14204 members 
Mstep: Class 12 contains 44584 members 
Mstep: Class 13 contains 37432 members 
Mstep: Class 14 contains 32573 members 
Mstep: Class 15 contains 3717 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 11730 members 
Mstep: Class 18 contains 54895 members 
Mstep: Class 19 contains 10324 members 
Mstep: Class 20 contains 18776 members 
Mstep: Class 21 contains 180454 members 
Mstep: Class 22 contains 2286 members 
Mstep: Class 23 contains 1269 members 
Mstep: Class 24 contains 23541 members 
Mstep: Class 25 contains 296465 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451632.000000 Penalty: 91337.375000
Iteration 115Q: 27 clusters Score -1.614516e+08 nChanged 5001
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11600 members 
Mstep: Class 3 contains 20182 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 198475 members 
Mstep: Class 6 contains 22325 members 
Mstep: Class 7 contains 26702 members 
Mstep: Class 8 contains 301790 members 
Mstep: Class 9 contains 9617 members 
Mstep: Class 10 contains 81615 members 
Mstep: Class 11 contains 14204 members 
Mstep: Class 12 contains 44767 members 
Mstep: Class 13 contains 37424 members 
Mstep: Class 14 contains 32587 members 
Mstep: Class 15 contains 3716 members 
Mstep: Class 16 contains 8597 members 
Mstep: Class 17 contains 11687 members 
Mstep: Class 18 contains 55306 members 
Mstep: Class 19 contains 10324 members 
Mstep: Class 20 contains 18782 members 
Mstep: Class 21 contains 180719 members 
Mstep: Class 22 contains 2286 members 
Mstep: Class 23 contains 1271 members 
Mstep: Class 24 contains 23541 members 
Mstep: Class 25 contains 296688 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451792.000000 Penalty: 91337.375000
Iteration 116Q: 27 clusters Score -1.614518e+08 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11602 members 
Mstep: Class 3 contains 20232 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 197775 members 
Mstep: Class 6 contains 22319 members 
Mstep: Class 7 contains 26379 members 
Mstep: Class 8 contains 301885 members 
Mstep: Class 9 contains 9645 members 
Mstep: Class 10 contains 81532 members 
Mstep: Class 11 contains 14194 members 
Mstep: Class 12 contains 44927 members 
Mstep: Class 13 contains 37424 members 
Mstep: Class 14 contains 32593 members 
Mstep: Class 15 contains 3716 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 11653 members 
Mstep: Class 18 contains 55723 members 
Mstep: Class 19 contains 10324 members 
Mstep: Class 20 contains 18791 members 
Mstep: Class 21 contains 180946 members 
Mstep: Class 22 contains 2287 members 
Mstep: Class 23 contains 1273 members 
Mstep: Class 24 contains 23547 members 
Mstep: Class 25 contains 296839 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451856.000000 Penalty: 91337.375000
Iteration 117Q: 27 clusters Score -1.614519e+08 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11603 members 
Mstep: Class 3 contains 20281 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 197074 members 
Mstep: Class 6 contains 22293 members 
Mstep: Class 7 contains 26072 members 
Mstep: Class 8 contains 302004 members 
Mstep: Class 9 contains 9674 members 
Mstep: Class 10 contains 81495 members 
Mstep: Class 11 contains 14198 members 
Mstep: Class 12 contains 45091 members 
Mstep: Class 13 contains 37420 members 
Mstep: Class 14 contains 32602 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 8598 members 
Mstep: Class 17 contains 11598 members 
Mstep: Class 18 contains 56133 members 
Mstep: Class 19 contains 10325 members 
Mstep: Class 20 contains 18793 members 
Mstep: Class 21 contains 181140 members 
Mstep: Class 22 contains 2286 members 
Mstep: Class 23 contains 1272 members 
Mstep: Class 24 contains 23554 members 
Mstep: Class 25 contains 296986 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452240.000000 Penalty: 91337.375000
Iteration 118Q: 27 clusters Score -1.614522e+08 nChanged 4563
Entering ConstructFrom: 
Score: -161452240.000000 Penalty: 91337.375000
Entering ConstructFrom: 
Trying to split cluster 1 (2425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Entering Unmasked Estep 
Score: -254333.093750 Penalty: 1932.809570
	Iteration 0F: 2 clusters Score -254333.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -251429.687500 Penalty: 3865.619141
	Iteration 0F: 3 clusters Score -251429.7 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -252104.953125 Penalty: 3865.619141
	Iteration 1F: 3 clusters Score -252105 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -252464.250000 Penalty: 3865.619141
	Iteration 2F: 3 clusters Score -252464.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -252924.421875 Penalty: 3865.619141
	Iteration 3F: 3 clusters Score -252924.4 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -253447.093750 Penalty: 3865.619141
	Iteration 4F: 3 clusters Score -253447.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -254050.375000 Penalty: 3865.619141
	Iteration 5F: 3 clusters Score -254050.4 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -254393.218750 Penalty: 3865.619141
	Iteration 6F: 3 clusters Score -254393.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -254629.468750 Penalty: 3865.619141
	Iteration 7Q: 3 clusters Score -254629.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -254909.765625 Penalty: 3865.619141
	Iteration 8Q: 3 clusters Score -254909.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -255341.265625 Penalty: 3865.619141
	Iteration 9Q: 3 clusters Score -255341.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -255718.796875 Penalty: 3865.619141
	Iteration 10Q: 3 clusters Score -255718.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -255782.453125 Penalty: 3865.619141
	Iteration 11Q: 3 clusters Score -255782.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -255811.546875 Penalty: 3865.619141
	Iteration 12Q: 3 clusters Score -255811.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -255823.921875 Penalty: 3865.619141
	Iteration 13Q: 3 clusters Score -255823.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -255834.640625 Penalty: 3865.619141
	Iteration 14Q: 3 clusters Score -255834.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -255842.406250 Penalty: 3865.619141
	Iteration 15Q: 3 clusters Score -255842.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -255848.796875 Penalty: 3865.619141
	Iteration 16Q: 3 clusters Score -255848.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -255857.234375 Penalty: 3865.619141
	Iteration 17Q: 3 clusters Score -255857.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -255867.875000 Penalty: 3865.619141
	Iteration 18Q: 3 clusters Score -255867.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -255881.500000 Penalty: 3865.619141
	Iteration 19Q: 3 clusters Score -255881.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -255894.875000 Penalty: 3865.619141
	Iteration 20F: 3 clusters Score -255894.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -255902.015625 Penalty: 3865.619141
	Iteration 21Q: 3 clusters Score -255902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -255904.359375 Penalty: 3865.619141
	Iteration 22Q: 3 clusters Score -255904.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -255909.546875 Penalty: 3865.619141
	Iteration 23Q: 3 clusters Score -255909.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -255913.500000 Penalty: 3865.619141
	Iteration 24Q: 3 clusters Score -255913.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -255914.906250 Penalty: 3865.619141
	Iteration 25Q: 3 clusters Score -255914.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -255916.156250 Penalty: 3865.619141
	Iteration 26Q: 3 clusters Score -255916.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -255916.031250 Penalty: 3865.619141
	Iteration 27Q: 3 clusters Score -255916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -255916.218750 Penalty: 3865.619141
	Iteration 28Q: 3 clusters Score -255916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -255916.218750 Penalty: 3865.619141
	Iteration 29F: 3 clusters Score -255916.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 11605 members 
Mstep: Class 3 contains 20311 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 196354 members 
Mstep: Class 6 contains 22290 members 
Mstep: Class 7 contains 25760 members 
Mstep: Class 8 contains 302164 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 81462 members 
Mstep: Class 11 contains 14204 members 
Mstep: Class 12 contains 45234 members 
Mstep: Class 13 contains 37415 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 11532 members 
Mstep: Class 18 contains 56513 members 
Mstep: Class 19 contains 10325 members 
Mstep: Class 20 contains 18793 members 
Mstep: Class 21 contains 181307 members 
Mstep: Class 22 contains 2286 members 
Mstep: Class 23 contains 1272 members 
Mstep: Class 24 contains 23556 members 
Mstep: Class 25 contains 297173 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 878 members 
Entering Unmasked Estep 
Score: -161451776.000000 Penalty: 94850.351562
Splitting cluster 1 changes total score from -161452240.000000 to -161451776.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11605 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Entering Unmasked Estep 
Score: -1289391.375000 Penalty: 2321.079346
	Iteration 0F: 2 clusters Score -1289391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1280807.125000 Penalty: 4642.158691
	Iteration 0F: 3 clusters Score -1280807 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -1283404.750000 Penalty: 4642.158691
	Iteration 1F: 3 clusters Score -1283405 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1283804.000000 Penalty: 4642.158691
	Iteration 2F: 3 clusters Score -1283804 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1284199.000000 Penalty: 4642.158691
	Iteration 3F: 3 clusters Score -1284199 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1284603.500000 Penalty: 4642.158691
	Iteration 4F: 3 clusters Score -1284604 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -1285045.750000 Penalty: 4642.158691
	Iteration 5F: 3 clusters Score -1285046 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1285480.875000 Penalty: 4642.158691
	Iteration 6F: 3 clusters Score -1285481 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1285934.875000 Penalty: 4642.158691
	Iteration 7F: 3 clusters Score -1285935 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1286399.875000 Penalty: 4642.158691
	Iteration 8F: 3 clusters Score -1286400 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1286852.500000 Penalty: 4642.158691
	Iteration 9Q: 3 clusters Score -1286852 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -1287173.625000 Penalty: 4642.158691
	Iteration 10Q: 3 clusters Score -1287174 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1287405.500000 Penalty: 4642.158691
	Iteration 11Q: 3 clusters Score -1287406 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1287574.875000 Penalty: 4642.158691
	Iteration 12Q: 3 clusters Score -1287575 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10188 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1287686.750000 Penalty: 4642.158691
	Iteration 13Q: 3 clusters Score -1287687 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1287794.875000 Penalty: 4642.158691
	Iteration 14Q: 3 clusters Score -1287795 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -1287867.750000 Penalty: 4642.158691
	Iteration 15Q: 3 clusters Score -1287868 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1287908.125000 Penalty: 4642.158691
	Iteration 16Q: 3 clusters Score -1287908 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1287939.375000 Penalty: 4642.158691
	Iteration 17Q: 3 clusters Score -1287939 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1287972.875000 Penalty: 4642.158691
	Iteration 18Q: 3 clusters Score -1287973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1288001.875000 Penalty: 4642.158691
	Iteration 19Q: 3 clusters Score -1288002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1288024.000000 Penalty: 4642.158691
	Iteration 20F: 3 clusters Score -1288024 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1288035.000000 Penalty: 4642.158691
	Iteration 21Q: 3 clusters Score -1288035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1288044.125000 Penalty: 4642.158691
	Iteration 22Q: 3 clusters Score -1288044 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1288051.625000 Penalty: 4642.158691
	Iteration 23Q: 3 clusters Score -1288052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -1288056.500000 Penalty: 4642.158691
	Iteration 24Q: 3 clusters Score -1288056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1288057.000000 Penalty: 4642.158691
	Iteration 25Q: 3 clusters Score -1288057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1288056.000000 Penalty: 4642.158691
	Iteration 26Q: 3 clusters Score -1288056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1288057.125000 Penalty: 4642.158691
	Iteration 27Q: 3 clusters Score -1288057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1288056.750000 Penalty: 4642.158691
	Iteration 28Q: 3 clusters Score -1288057 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1288056.750000 Penalty: 4642.158691
	Iteration 29F: 3 clusters Score -1288057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Entering Unmasked Estep 
Score: -2438709.250000 Penalty: 2459.891602
	Iteration 0F: 2 clusters Score -2438709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -2424421.750000 Penalty: 4919.783203
	Iteration 0F: 3 clusters Score -2424422 nChanged 8973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -2429091.250000 Penalty: 4919.783203
	Iteration 1F: 3 clusters Score -2429091 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2429465.000000 Penalty: 4919.783203
	Iteration 2F: 3 clusters Score -2429465 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2429800.500000 Penalty: 4919.783203
	Iteration 3Q: 3 clusters Score -2429800 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2430161.250000 Penalty: 4919.783203
	Iteration 4Q: 3 clusters Score -2430161 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2430533.250000 Penalty: 4919.783203
	Iteration 5Q: 3 clusters Score -2430533 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2430938.500000 Penalty: 4919.783203
	Iteration 6Q: 3 clusters Score -2430938 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2431381.000000 Penalty: 4919.783203
	Iteration 7Q: 3 clusters Score -2431381 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2431915.750000 Penalty: 4919.783203
	Iteration 8Q: 3 clusters Score -2431916 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2432490.500000 Penalty: 4919.783203
	Iteration 9F: 3 clusters Score -2432490 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11054 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2433221.750000 Penalty: 4919.783203
	Iteration 10F: 3 clusters Score -2433222 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 8848 members 
Entering Unmasked Estep 
Score: -2433999.500000 Penalty: 4919.783203
	Iteration 11F: 3 clusters Score -2434000 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2434660.750000 Penalty: 4919.783203
	Iteration 12Q: 3 clusters Score -2434661 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12116 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -2435020.000000 Penalty: 4919.783203
	Iteration 13Q: 3 clusters Score -2435020 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12320 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -2435180.000000 Penalty: 4919.783203
	Iteration 14Q: 3 clusters Score -2435180 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2435264.000000 Penalty: 4919.783203
	Iteration 15Q: 3 clusters Score -2435264 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 7732 members 
Entering Unmasked Estep 
Score: -2435316.750000 Penalty: 4919.783203
	Iteration 16Q: 3 clusters Score -2435317 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -2435351.750000 Penalty: 4919.783203
	Iteration 17Q: 3 clusters Score -2435352 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2435392.750000 Penalty: 4919.783203
	Iteration 18Q: 3 clusters Score -2435393 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -2435414.750000 Penalty: 4919.783203
	Iteration 19Q: 3 clusters Score -2435415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -2435433.250000 Penalty: 4919.783203
	Iteration 20F: 3 clusters Score -2435433 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -2435450.750000 Penalty: 4919.783203
	Iteration 21Q: 3 clusters Score -2435451 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -2435473.750000 Penalty: 4919.783203
	Iteration 22Q: 3 clusters Score -2435474 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2435488.500000 Penalty: 4919.783203
	Iteration 23Q: 3 clusters Score -2435488 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -2435520.250000 Penalty: 4919.783203
	Iteration 24Q: 3 clusters Score -2435520 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2435534.500000 Penalty: 4919.783203
	Iteration 25Q: 3 clusters Score -2435534 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -2435558.250000 Penalty: 4919.783203
	Iteration 26Q: 3 clusters Score -2435558 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2435576.750000 Penalty: 4919.783203
	Iteration 27Q: 3 clusters Score -2435577 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -2435600.000000 Penalty: 4919.783203
	Iteration 28Q: 3 clusters Score -2435600 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2435617.000000 Penalty: 4919.783203
	Iteration 29Q: 3 clusters Score -2435617 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -2435641.000000 Penalty: 4919.783203
	Iteration 30Q: 3 clusters Score -2435641 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2435667.250000 Penalty: 4919.783203
	Iteration 31Q: 3 clusters Score -2435667 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2435689.750000 Penalty: 4919.783203
	Iteration 32Q: 3 clusters Score -2435690 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2435703.500000 Penalty: 4919.783203
	Iteration 33Q: 3 clusters Score -2435704 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14510 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -2435717.750000 Penalty: 4919.783203
	Iteration 34Q: 3 clusters Score -2435718 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2435736.500000 Penalty: 4919.783203
	Iteration 35Q: 3 clusters Score -2435736 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2435760.750000 Penalty: 4919.783203
	Iteration 36Q: 3 clusters Score -2435761 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2435779.500000 Penalty: 4919.783203
	Iteration 37Q: 3 clusters Score -2435780 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -2435800.750000 Penalty: 4919.783203
	Iteration 38Q: 3 clusters Score -2435801 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14985 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -2435818.250000 Penalty: 4919.783203
	Iteration 39Q: 3 clusters Score -2435818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -2435830.750000 Penalty: 4919.783203
	Iteration 40F: 3 clusters Score -2435831 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2435843.250000 Penalty: 4919.783203
	Iteration 41Q: 3 clusters Score -2435843 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2435862.250000 Penalty: 4919.783203
	Iteration 42Q: 3 clusters Score -2435862 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2435880.500000 Penalty: 4919.783203
	Iteration 43Q: 3 clusters Score -2435880 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -2435891.000000 Penalty: 4919.783203
	Iteration 44Q: 3 clusters Score -2435891 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2435902.750000 Penalty: 4919.783203
	Iteration 45Q: 3 clusters Score -2435903 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15497 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2435916.500000 Penalty: 4919.783203
	Iteration 46Q: 3 clusters Score -2435916 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2435927.500000 Penalty: 4919.783203
	Iteration 47Q: 3 clusters Score -2435928 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2435940.500000 Penalty: 4919.783203
	Iteration 48Q: 3 clusters Score -2435940 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2435949.000000 Penalty: 4919.783203
	Iteration 49Q: 3 clusters Score -2435949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -2435952.500000 Penalty: 4919.783203
	Iteration 50Q: 3 clusters Score -2435952 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15793 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -2435971.500000 Penalty: 4919.783203
	Iteration 51Q: 3 clusters Score -2435972 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -2435967.500000 Penalty: 4919.783203
	Iteration 52Q: 3 clusters Score -2435968 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15899 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2435981.750000 Penalty: 4919.783203
	Iteration 53Q: 3 clusters Score -2435982 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15951 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2435991.750000 Penalty: 4919.783203
	Iteration 54Q: 3 clusters Score -2435992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16003 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -2436002.500000 Penalty: 4919.783203
	Iteration 55Q: 3 clusters Score -2436002 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -2436014.500000 Penalty: 4919.783203
	Iteration 56Q: 3 clusters Score -2436014 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -2436018.750000 Penalty: 4919.783203
	Iteration 57Q: 3 clusters Score -2436019 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16127 members 
Mstep: Class 2 contains 4184 members 
Entering Unmasked Estep 
Score: -2436037.000000 Penalty: 4919.783203
	Iteration 58Q: 3 clusters Score -2436037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16158 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -2436033.000000 Penalty: 4919.783203
	Iteration 59Q: 3 clusters Score -2436033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2436037.500000 Penalty: 4919.783203
	Iteration 60F: 3 clusters Score -2436038 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -2436052.750000 Penalty: 4919.783203
	Iteration 61Q: 3 clusters Score -2436053 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2436063.750000 Penalty: 4919.783203
	Iteration 62Q: 3 clusters Score -2436064 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -2436066.000000 Penalty: 4919.783203
	Iteration 63Q: 3 clusters Score -2436066 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16360 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -2436073.750000 Penalty: 4919.783203
	Iteration 64Q: 3 clusters Score -2436074 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2436078.750000 Penalty: 4919.783203
	Iteration 65Q: 3 clusters Score -2436079 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16467 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -2436095.250000 Penalty: 4919.783203
	Iteration 66Q: 3 clusters Score -2436095 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2436118.000000 Penalty: 4919.783203
	Iteration 67Q: 3 clusters Score -2436118 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -2436125.500000 Penalty: 4919.783203
	Iteration 68Q: 3 clusters Score -2436126 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -2436150.000000 Penalty: 4919.783203
	Iteration 69Q: 3 clusters Score -2436150 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -2436158.000000 Penalty: 4919.783203
	Iteration 70Q: 3 clusters Score -2436158 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2436170.000000 Penalty: 4919.783203
	Iteration 71Q: 3 clusters Score -2436170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16866 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2436183.500000 Penalty: 4919.783203
	Iteration 72Q: 3 clusters Score -2436184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2436195.250000 Penalty: 4919.783203
	Iteration 73Q: 3 clusters Score -2436195 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16998 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2436223.000000 Penalty: 4919.783203
	Iteration 74Q: 3 clusters Score -2436223 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -2436231.750000 Penalty: 4919.783203
	Iteration 75Q: 3 clusters Score -2436232 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -2436240.000000 Penalty: 4919.783203
	Iteration 76Q: 3 clusters Score -2436240 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -2436261.250000 Penalty: 4919.783203
	Iteration 77Q: 3 clusters Score -2436261 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2436280.500000 Penalty: 4919.783203
	Iteration 78Q: 3 clusters Score -2436280 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -2436297.250000 Penalty: 4919.783203
	Iteration 79Q: 3 clusters Score -2436297 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2436307.750000 Penalty: 4919.783203
	Iteration 80F: 3 clusters Score -2436308 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -2436326.000000 Penalty: 4919.783203
	Iteration 81Q: 3 clusters Score -2436326 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -2436347.000000 Penalty: 4919.783203
	Iteration 82Q: 3 clusters Score -2436347 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -2436363.750000 Penalty: 4919.783203
	Iteration 83Q: 3 clusters Score -2436364 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -2436380.250000 Penalty: 4919.783203
	Iteration 84Q: 3 clusters Score -2436380 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -2436381.500000 Penalty: 4919.783203
	Iteration 85Q: 3 clusters Score -2436382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2436388.750000 Penalty: 4919.783203
	Iteration 86Q: 3 clusters Score -2436389 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2436389.500000 Penalty: 4919.783203
	Iteration 87Q: 3 clusters Score -2436390 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2436402.750000 Penalty: 4919.783203
	Iteration 88Q: 3 clusters Score -2436403 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2436406.250000 Penalty: 4919.783203
	Iteration 89Q: 3 clusters Score -2436406 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -2436416.750000 Penalty: 4919.783203
	Iteration 90Q: 3 clusters Score -2436417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2436423.250000 Penalty: 4919.783203
	Iteration 91Q: 3 clusters Score -2436423 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -2436436.000000 Penalty: 4919.783203
	Iteration 92Q: 3 clusters Score -2436436 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2436438.750000 Penalty: 4919.783203
	Iteration 93Q: 3 clusters Score -2436439 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -2436454.250000 Penalty: 4919.783203
	Iteration 94Q: 3 clusters Score -2436454 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2436469.500000 Penalty: 4919.783203
	Iteration 95Q: 3 clusters Score -2436470 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2436481.000000 Penalty: 4919.783203
	Iteration 96Q: 3 clusters Score -2436481 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2436487.500000 Penalty: 4919.783203
	Iteration 97Q: 3 clusters Score -2436488 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2436496.500000 Penalty: 4919.783203
	Iteration 98Q: 3 clusters Score -2436496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2436496.750000 Penalty: 4919.783203
	Iteration 99Q: 3 clusters Score -2436497 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2436492.750000 Penalty: 4919.783203
	Iteration 100F: 3 clusters Score -2436493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -2436496.750000 Penalty: 4919.783203
	Iteration 101Q: 3 clusters Score -2436497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18115 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2436499.250000 Penalty: 4919.783203
	Iteration 102Q: 3 clusters Score -2436499 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -2436502.000000 Penalty: 4919.783203
	Iteration 103Q: 3 clusters Score -2436502 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -2436506.250000 Penalty: 4919.783203
	Iteration 104Q: 3 clusters Score -2436506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -2436511.500000 Penalty: 4919.783203
	Iteration 105Q: 3 clusters Score -2436512 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18188 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2436515.000000 Penalty: 4919.783203
	Iteration 106Q: 3 clusters Score -2436515 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2436518.250000 Penalty: 4919.783203
	Iteration 107Q: 3 clusters Score -2436518 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2436534.750000 Penalty: 4919.783203
	Iteration 108Q: 3 clusters Score -2436535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2436537.750000 Penalty: 4919.783203
	Iteration 109Q: 3 clusters Score -2436538 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2436541.500000 Penalty: 4919.783203
	Iteration 110Q: 3 clusters Score -2436542 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2436549.500000 Penalty: 4919.783203
	Iteration 111Q: 3 clusters Score -2436550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2436552.000000 Penalty: 4919.783203
	Iteration 112Q: 3 clusters Score -2436552 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18378 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -2436557.500000 Penalty: 4919.783203
	Iteration 113Q: 3 clusters Score -2436558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2436560.000000 Penalty: 4919.783203
	Iteration 114Q: 3 clusters Score -2436560 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2436561.750000 Penalty: 4919.783203
	Iteration 115Q: 3 clusters Score -2436562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -2436564.500000 Penalty: 4919.783203
	Iteration 116Q: 3 clusters Score -2436564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2436571.500000 Penalty: 4919.783203
	Iteration 117Q: 3 clusters Score -2436572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18418 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2436568.750000 Penalty: 4919.783203
	Iteration 118Q: 3 clusters Score -2436569 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2436570.000000 Penalty: 4919.783203
	Iteration 119Q: 3 clusters Score -2436570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -2436565.500000 Penalty: 4919.783203
	Iteration 120F: 3 clusters Score -2436566 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2436566.000000 Penalty: 4919.783203
	Iteration 121Q: 3 clusters Score -2436566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -2436567.250000 Penalty: 4919.783203
	Iteration 122Q: 3 clusters Score -2436567 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2436569.750000 Penalty: 4919.783203
	Iteration 123Q: 3 clusters Score -2436570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2436569.750000 Penalty: 4919.783203
	Iteration 124F: 3 clusters Score -2436570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -46921.140625 Penalty: 1530.063354
	Iteration 0F: 2 clusters Score -46921.14 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: -45455.835938 Penalty: 3060.126709
	Iteration 0F: 3 clusters Score -45455.84 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45727.246094 Penalty: 3060.126709
	Iteration 1F: 3 clusters Score -45727.25 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45862.507812 Penalty: 3060.126709
	Iteration 2F: 3 clusters Score -45862.51 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45988.832031 Penalty: 3060.126709
	Iteration 3F: 3 clusters Score -45988.83 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -46201.937500 Penalty: 3060.126709
	Iteration 4F: 3 clusters Score -46201.94 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -46409.496094 Penalty: 3060.126709
	Iteration 5Q: 3 clusters Score -46409.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -46487.910156 Penalty: 3060.126709
	Iteration 6Q: 3 clusters Score -46487.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -46522.074219 Penalty: 3060.126709
	Iteration 7Q: 3 clusters Score -46522.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -46545.773438 Penalty: 3060.126709
	Iteration 8Q: 3 clusters Score -46545.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46549.667969 Penalty: 3060.126709
	Iteration 9Q: 3 clusters Score -46549.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46559.894531 Penalty: 3060.126709
	Iteration 10Q: 3 clusters Score -46559.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46563.925781 Penalty: 3060.126709
	Iteration 11Q: 3 clusters Score -46563.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46565.125000 Penalty: 3060.126709
	Iteration 12Q: 3 clusters Score -46565.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -46565.125000 Penalty: 3060.126709
	Iteration 13F: 3 clusters Score -46565.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (196354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196354 members 
Entering Unmasked Estep 
Score: -23102926.000000 Penalty: 3022.543213
	Iteration 0F: 2 clusters Score -2.310293e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98179 members 
Mstep: Class 2 contains 98175 members 
Entering Unmasked Estep 
Score: -22974686.000000 Penalty: 6045.086426
	Iteration 0F: 3 clusters Score -2.297469e+07 nChanged 94477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97578 members 
Mstep: Class 2 contains 98776 members 
Entering Unmasked Estep 
Score: -23030670.000000 Penalty: 6045.086426
	Iteration 1F: 3 clusters Score -2.303067e+07 nChanged 6870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97862 members 
Mstep: Class 2 contains 98492 members 
Entering Unmasked Estep 
Score: -23033158.000000 Penalty: 6045.086426
	Iteration 2Q: 3 clusters Score -2.303316e+07 nChanged 8473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98813 members 
Mstep: Class 2 contains 97541 members 
Entering Unmasked Estep 
Score: -23037088.000000 Penalty: 6045.086426
	Iteration 3Q: 3 clusters Score -2.303709e+07 nChanged 10664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101295 members 
Mstep: Class 2 contains 95059 members 
Entering Unmasked Estep 
Score: -23043108.000000 Penalty: 6045.086426
	Iteration 4F: 3 clusters Score -2.304311e+07 nChanged 13575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105714 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -23052916.000000 Penalty: 6045.086426
	Iteration 5F: 3 clusters Score -2.305292e+07 nChanged 16118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112166 members 
Mstep: Class 2 contains 84188 members 
Entering Unmasked Estep 
Score: -23067260.000000 Penalty: 6045.086426
	Iteration 6F: 3 clusters Score -2.306726e+07 nChanged 16255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118551 members 
Mstep: Class 2 contains 77803 members 
Entering Unmasked Estep 
Score: -23081590.000000 Penalty: 6045.086426
	Iteration 7F: 3 clusters Score -2.308159e+07 nChanged 11942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122619 members 
Mstep: Class 2 contains 73735 members 
Entering Unmasked Estep 
Score: -23089110.000000 Penalty: 6045.086426
	Iteration 8F: 3 clusters Score -2.308911e+07 nChanged 6444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125075 members 
Mstep: Class 2 contains 71279 members 
Entering Unmasked Estep 
Score: -23091374.000000 Penalty: 6045.086426
	Iteration 9Q: 3 clusters Score -2.309137e+07 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127092 members 
Mstep: Class 2 contains 69262 members 
Entering Unmasked Estep 
Score: -23092320.000000 Penalty: 6045.086426
	Iteration 10Q: 3 clusters Score -2.309232e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129014 members 
Mstep: Class 2 contains 67340 members 
Entering Unmasked Estep 
Score: -23093026.000000 Penalty: 6045.086426
	Iteration 11Q: 3 clusters Score -2.309303e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130874 members 
Mstep: Class 2 contains 65480 members 
Entering Unmasked Estep 
Score: -23093744.000000 Penalty: 6045.086426
	Iteration 12Q: 3 clusters Score -2.309374e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132645 members 
Mstep: Class 2 contains 63709 members 
Entering Unmasked Estep 
Score: -23094248.000000 Penalty: 6045.086426
	Iteration 13Q: 3 clusters Score -2.309425e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134333 members 
Mstep: Class 2 contains 62021 members 
Entering Unmasked Estep 
Score: -23094564.000000 Penalty: 6045.086426
	Iteration 14Q: 3 clusters Score -2.309456e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135954 members 
Mstep: Class 2 contains 60400 members 
Entering Unmasked Estep 
Score: -23094814.000000 Penalty: 6045.086426
	Iteration 15Q: 3 clusters Score -2.309481e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137628 members 
Mstep: Class 2 contains 58726 members 
Entering Unmasked Estep 
Score: -23095220.000000 Penalty: 6045.086426
	Iteration 16Q: 3 clusters Score -2.309522e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139320 members 
Mstep: Class 2 contains 57034 members 
Entering Unmasked Estep 
Score: -23095588.000000 Penalty: 6045.086426
	Iteration 17Q: 3 clusters Score -2.309559e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141009 members 
Mstep: Class 2 contains 55345 members 
Entering Unmasked Estep 
Score: -23095968.000000 Penalty: 6045.086426
	Iteration 18Q: 3 clusters Score -2.309597e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142692 members 
Mstep: Class 2 contains 53662 members 
Entering Unmasked Estep 
Score: -23096168.000000 Penalty: 6045.086426
	Iteration 19Q: 3 clusters Score -2.309617e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144368 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -23096528.000000 Penalty: 6045.086426
	Iteration 20F: 3 clusters Score -2.309653e+07 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145997 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -23096706.000000 Penalty: 6045.086426
	Iteration 21Q: 3 clusters Score -2.309671e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147586 members 
Mstep: Class 2 contains 48768 members 
Entering Unmasked Estep 
Score: -23097026.000000 Penalty: 6045.086426
	Iteration 22Q: 3 clusters Score -2.309703e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149298 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -23097480.000000 Penalty: 6045.086426
	Iteration 23Q: 3 clusters Score -2.309748e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151284 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -23097792.000000 Penalty: 6045.086426
	Iteration 24Q: 3 clusters Score -2.309779e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153426 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -23098188.000000 Penalty: 6045.086426
	Iteration 25Q: 3 clusters Score -2.309819e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155657 members 
Mstep: Class 2 contains 40697 members 
Entering Unmasked Estep 
Score: -23098590.000000 Penalty: 6045.086426
	Iteration 26Q: 3 clusters Score -2.309859e+07 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158044 members 
Mstep: Class 2 contains 38310 members 
Entering Unmasked Estep 
Score: -23098840.000000 Penalty: 6045.086426
	Iteration 27Q: 3 clusters Score -2.309884e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160599 members 
Mstep: Class 2 contains 35755 members 
Entering Unmasked Estep 
Score: -23099076.000000 Penalty: 6045.086426
	Iteration 28Q: 3 clusters Score -2.309908e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163355 members 
Mstep: Class 2 contains 32999 members 
Entering Unmasked Estep 
Score: -23099532.000000 Penalty: 6045.086426
	Iteration 29Q: 3 clusters Score -2.309953e+07 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166204 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -23100070.000000 Penalty: 6045.086426
	Iteration 30Q: 3 clusters Score -2.310007e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168946 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -23100336.000000 Penalty: 6045.086426
	Iteration 31Q: 3 clusters Score -2.310034e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171666 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -23100370.000000 Penalty: 6045.086426
	Iteration 32Q: 3 clusters Score -2.310037e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174220 members 
Mstep: Class 2 contains 22134 members 
Entering Unmasked Estep 
Score: -23100498.000000 Penalty: 6045.086426
	Iteration 33Q: 3 clusters Score -2.31005e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176605 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -23100758.000000 Penalty: 6045.086426
	Iteration 34Q: 3 clusters Score -2.310076e+07 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178915 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -23101082.000000 Penalty: 6045.086426
	Iteration 35Q: 3 clusters Score -2.310108e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181043 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -23101248.000000 Penalty: 6045.086426
	Iteration 36Q: 3 clusters Score -2.310125e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182965 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -23101470.000000 Penalty: 6045.086426
	Iteration 37Q: 3 clusters Score -2.310147e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184520 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -23101448.000000 Penalty: 6045.086426
	Iteration 38Q: 3 clusters Score -2.310145e+07 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185800 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -23101404.000000 Penalty: 6045.086426
	Iteration 39Q: 3 clusters Score -2.31014e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186794 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -23101654.000000 Penalty: 6045.086426
	Iteration 40F: 3 clusters Score -2.310165e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188039 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -23101734.000000 Penalty: 6045.086426
	Iteration 41Q: 3 clusters Score -2.310173e+07 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189101 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -23101754.000000 Penalty: 6045.086426
	Iteration 42Q: 3 clusters Score -2.310175e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190028 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -23101806.000000 Penalty: 6045.086426
	Iteration 43Q: 3 clusters Score -2.310181e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190779 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -23101810.000000 Penalty: 6045.086426
	Iteration 44Q: 3 clusters Score -2.310181e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191352 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -23101788.000000 Penalty: 6045.086426
	Iteration 45Q: 3 clusters Score -2.310179e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191799 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -23101848.000000 Penalty: 6045.086426
	Iteration 46Q: 3 clusters Score -2.310185e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192198 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -23101814.000000 Penalty: 6045.086426
	Iteration 47Q: 3 clusters Score -2.310181e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192525 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -23101842.000000 Penalty: 6045.086426
	Iteration 48Q: 3 clusters Score -2.310184e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192781 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -23102002.000000 Penalty: 6045.086426
	Iteration 49Q: 3 clusters Score -2.3102e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192971 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -23102054.000000 Penalty: 6045.086426
	Iteration 50Q: 3 clusters Score -2.310205e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193126 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -23102112.000000 Penalty: 6045.086426
	Iteration 51Q: 3 clusters Score -2.310211e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193219 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -23102254.000000 Penalty: 6045.086426
	Iteration 52Q: 3 clusters Score -2.310225e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193325 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -23102290.000000 Penalty: 6045.086426
	Iteration 53Q: 3 clusters Score -2.310229e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193408 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -23102382.000000 Penalty: 6045.086426
	Iteration 54Q: 3 clusters Score -2.310238e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193454 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -23102406.000000 Penalty: 6045.086426
	Iteration 55Q: 3 clusters Score -2.310241e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193497 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -23102388.000000 Penalty: 6045.086426
	Iteration 56Q: 3 clusters Score -2.310239e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193552 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -23102450.000000 Penalty: 6045.086426
	Iteration 57Q: 3 clusters Score -2.310245e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193622 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -23102524.000000 Penalty: 6045.086426
	Iteration 58Q: 3 clusters Score -2.310252e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193680 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -23102586.000000 Penalty: 6045.086426
	Iteration 59Q: 3 clusters Score -2.310259e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193732 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -23102862.000000 Penalty: 6045.086426
	Iteration 60F: 3 clusters Score -2.310286e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193601 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -23103220.000000 Penalty: 6045.086426
	Iteration 61Q: 3 clusters Score -2.310322e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193456 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -23103522.000000 Penalty: 6045.086426
	Iteration 62Q: 3 clusters Score -2.310352e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193279 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -23103950.000000 Penalty: 6045.086426
	Iteration 63Q: 3 clusters Score -2.310395e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193108 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -23104164.000000 Penalty: 6045.086426
	Iteration 64Q: 3 clusters Score -2.310416e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192977 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -23104312.000000 Penalty: 6045.086426
	Iteration 65Q: 3 clusters Score -2.310431e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192869 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -23104360.000000 Penalty: 6045.086426
	Iteration 66Q: 3 clusters Score -2.310436e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192787 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -23104362.000000 Penalty: 6045.086426
	Iteration 67Q: 3 clusters Score -2.310436e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192753 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -23104404.000000 Penalty: 6045.086426
	Iteration 68Q: 3 clusters Score -2.31044e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192732 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -23104414.000000 Penalty: 6045.086426
	Iteration 69Q: 3 clusters Score -2.310441e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192704 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -23104448.000000 Penalty: 6045.086426
	Iteration 70Q: 3 clusters Score -2.310445e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192690 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -23104424.000000 Penalty: 6045.086426
	Iteration 71Q: 3 clusters Score -2.310442e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192680 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -23104424.000000 Penalty: 6045.086426
	Iteration 72Q: 3 clusters Score -2.310442e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192689 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -23104432.000000 Penalty: 6045.086426
	Iteration 73Q: 3 clusters Score -2.310443e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192693 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -23104436.000000 Penalty: 6045.086426
	Iteration 74Q: 3 clusters Score -2.310444e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192693 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -23104448.000000 Penalty: 6045.086426
	Iteration 75Q: 3 clusters Score -2.310445e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192686 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -23104438.000000 Penalty: 6045.086426
	Iteration 76Q: 3 clusters Score -2.310444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192682 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -23104450.000000 Penalty: 6045.086426
	Iteration 77Q: 3 clusters Score -2.310445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192680 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -23104448.000000 Penalty: 6045.086426
	Iteration 78Q: 3 clusters Score -2.310445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192677 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -23104444.000000 Penalty: 6045.086426
	Iteration 79Q: 3 clusters Score -2.310444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192676 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -23104614.000000 Penalty: 6045.086426
	Iteration 80F: 3 clusters Score -2.310461e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192496 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -23104704.000000 Penalty: 6045.086426
	Iteration 81Q: 3 clusters Score -2.31047e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192330 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -23104736.000000 Penalty: 6045.086426
	Iteration 82Q: 3 clusters Score -2.310474e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192160 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -23104786.000000 Penalty: 6045.086426
	Iteration 83Q: 3 clusters Score -2.310479e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192011 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -23104846.000000 Penalty: 6045.086426
	Iteration 84Q: 3 clusters Score -2.310485e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191884 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -23104884.000000 Penalty: 6045.086426
	Iteration 85Q: 3 clusters Score -2.310488e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191771 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -23104862.000000 Penalty: 6045.086426
	Iteration 86Q: 3 clusters Score -2.310486e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191657 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -23104902.000000 Penalty: 6045.086426
	Iteration 87Q: 3 clusters Score -2.31049e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191564 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -23104926.000000 Penalty: 6045.086426
	Iteration 88Q: 3 clusters Score -2.310493e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191497 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -23104924.000000 Penalty: 6045.086426
	Iteration 89Q: 3 clusters Score -2.310492e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191433 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -23104924.000000 Penalty: 6045.086426
	Iteration 90Q: 3 clusters Score -2.310492e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191378 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -23104978.000000 Penalty: 6045.086426
	Iteration 91Q: 3 clusters Score -2.310498e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191316 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -23104968.000000 Penalty: 6045.086426
	Iteration 92Q: 3 clusters Score -2.310497e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191264 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -23104984.000000 Penalty: 6045.086426
	Iteration 93Q: 3 clusters Score -2.310498e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191229 members 
Mstep: Class 2 contains 5125 members 
Entering Unmasked Estep 
Score: -23104976.000000 Penalty: 6045.086426
	Iteration 94Q: 3 clusters Score -2.310498e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191180 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -23104996.000000 Penalty: 6045.086426
	Iteration 95Q: 3 clusters Score -2.3105e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191140 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -23104974.000000 Penalty: 6045.086426
	Iteration 96Q: 3 clusters Score -2.310497e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191110 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -23105018.000000 Penalty: 6045.086426
	Iteration 97Q: 3 clusters Score -2.310502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191085 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -23105000.000000 Penalty: 6045.086426
	Iteration 98Q: 3 clusters Score -2.3105e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191069 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -23105010.000000 Penalty: 6045.086426
	Iteration 99Q: 3 clusters Score -2.310501e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191056 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -23105000.000000 Penalty: 6045.086426
	Iteration 100F: 3 clusters Score -2.3105e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191041 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -23105012.000000 Penalty: 6045.086426
	Iteration 101Q: 3 clusters Score -2.310501e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191025 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -23104996.000000 Penalty: 6045.086426
	Iteration 102Q: 3 clusters Score -2.3105e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191011 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -23104978.000000 Penalty: 6045.086426
	Iteration 103Q: 3 clusters Score -2.310498e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191001 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -23104990.000000 Penalty: 6045.086426
	Iteration 104Q: 3 clusters Score -2.310499e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190992 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -23105016.000000 Penalty: 6045.086426
	Iteration 105Q: 3 clusters Score -2.310502e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190979 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -23105028.000000 Penalty: 6045.086426
	Iteration 106Q: 3 clusters Score -2.310503e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190966 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -23105020.000000 Penalty: 6045.086426
	Iteration 107Q: 3 clusters Score -2.310502e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190952 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -23105026.000000 Penalty: 6045.086426
	Iteration 108Q: 3 clusters Score -2.310503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190945 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -23105034.000000 Penalty: 6045.086426
	Iteration 109Q: 3 clusters Score -2.310503e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190937 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -23105034.000000 Penalty: 6045.086426
	Iteration 110Q: 3 clusters Score -2.310503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190930 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -23105038.000000 Penalty: 6045.086426
	Iteration 111Q: 3 clusters Score -2.310504e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190925 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -23105034.000000 Penalty: 6045.086426
	Iteration 112Q: 3 clusters Score -2.310503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190921 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -23105030.000000 Penalty: 6045.086426
	Iteration 113Q: 3 clusters Score -2.310503e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190917 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -23105022.000000 Penalty: 6045.086426
	Iteration 114Q: 3 clusters Score -2.310502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190914 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -23105012.000000 Penalty: 6045.086426
	Iteration 115Q: 3 clusters Score -2.310501e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190911 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -23105016.000000 Penalty: 6045.086426
	Iteration 116Q: 3 clusters Score -2.310502e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190908 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -23105018.000000 Penalty: 6045.086426
	Iteration 117Q: 3 clusters Score -2.310502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190908 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -23105018.000000 Penalty: 6045.086426
	Iteration 118F: 3 clusters Score -2.310502e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11605 members 
Mstep: Class 3 contains 20311 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 190908 members 
Mstep: Class 6 contains 22290 members 
Mstep: Class 7 contains 25760 members 
Mstep: Class 8 contains 302164 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 81462 members 
Mstep: Class 11 contains 14204 members 
Mstep: Class 12 contains 45234 members 
Mstep: Class 13 contains 37415 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 11532 members 
Mstep: Class 18 contains 56513 members 
Mstep: Class 19 contains 10325 members 
Mstep: Class 20 contains 18793 members 
Mstep: Class 21 contains 181307 members 
Mstep: Class 22 contains 2286 members 
Mstep: Class 23 contains 1272 members 
Mstep: Class 24 contains 23556 members 
Mstep: Class 25 contains 297173 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 5446 members 
Entering Unmasked Estep 
Score: -161452976.000000 Penalty: 94850.351562
Splitting cluster 5 changes total score from -161452240.000000 to -161452976.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 6 (22290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Entering Unmasked Estep 
Score: -2442312.750000 Penalty: 2482.949463
	Iteration 0F: 2 clusters Score -2442313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -2426732.500000 Penalty: 4965.898926
	Iteration 0F: 3 clusters Score -2426732 nChanged 9856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 11948 members 
Entering Unmasked Estep 
Score: -2432129.000000 Penalty: 4965.898926
	Iteration 1F: 3 clusters Score -2432129 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -2432674.750000 Penalty: 4965.898926
	Iteration 2F: 3 clusters Score -2432675 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 13003 members 
Entering Unmasked Estep 
Score: -2433229.750000 Penalty: 4965.898926
	Iteration 3F: 3 clusters Score -2433230 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2433867.000000 Penalty: 4965.898926
	Iteration 4F: 3 clusters Score -2433867 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -2434609.000000 Penalty: 4965.898926
	Iteration 5F: 3 clusters Score -2434609 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -2435427.250000 Penalty: 4965.898926
	Iteration 6F: 3 clusters Score -2435427 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -2436265.500000 Penalty: 4965.898926
	Iteration 7F: 3 clusters Score -2436266 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 17395 members 
Entering Unmasked Estep 
Score: -2437100.000000 Penalty: 4965.898926
	Iteration 8Q: 3 clusters Score -2437100 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2437890.500000 Penalty: 4965.898926
	Iteration 9Q: 3 clusters Score -2437890 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -2438575.250000 Penalty: 4965.898926
	Iteration 10Q: 3 clusters Score -2438575 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -2439092.750000 Penalty: 4965.898926
	Iteration 11Q: 3 clusters Score -2439093 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -2439466.500000 Penalty: 4965.898926
	Iteration 12Q: 3 clusters Score -2439466 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -2439708.000000 Penalty: 4965.898926
	Iteration 13Q: 3 clusters Score -2439708 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20717 members 
Entering Unmasked Estep 
Score: -2439904.250000 Penalty: 4965.898926
	Iteration 14Q: 3 clusters Score -2439904 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2440047.750000 Penalty: 4965.898926
	Iteration 15Q: 3 clusters Score -2440048 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -2440149.750000 Penalty: 4965.898926
	Iteration 16Q: 3 clusters Score -2440150 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2440217.000000 Penalty: 4965.898926
	Iteration 17Q: 3 clusters Score -2440217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 21192 members 
Entering Unmasked Estep 
Score: -2440262.000000 Penalty: 4965.898926
	Iteration 18Q: 3 clusters Score -2440262 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -2440291.750000 Penalty: 4965.898926
	Iteration 19Q: 3 clusters Score -2440292 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -2440310.750000 Penalty: 4965.898926
	Iteration 20F: 3 clusters Score -2440311 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2440325.000000 Penalty: 4965.898926
	Iteration 21Q: 3 clusters Score -2440325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -2440335.500000 Penalty: 4965.898926
	Iteration 22Q: 3 clusters Score -2440336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -2440350.750000 Penalty: 4965.898926
	Iteration 23Q: 3 clusters Score -2440351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -2440351.000000 Penalty: 4965.898926
	Iteration 24Q: 3 clusters Score -2440351 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -2440360.500000 Penalty: 4965.898926
	Iteration 25Q: 3 clusters Score -2440360 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -2440365.250000 Penalty: 4965.898926
	Iteration 26Q: 3 clusters Score -2440365 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 21365 members 
Entering Unmasked Estep 
Score: -2440378.000000 Penalty: 4965.898926
	Iteration 27Q: 3 clusters Score -2440378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -2440383.000000 Penalty: 4965.898926
	Iteration 28Q: 3 clusters Score -2440383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -2440391.500000 Penalty: 4965.898926
	Iteration 29Q: 3 clusters Score -2440392 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2440403.000000 Penalty: 4965.898926
	Iteration 30Q: 3 clusters Score -2440403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2440412.250000 Penalty: 4965.898926
	Iteration 31Q: 3 clusters Score -2440412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -2440418.000000 Penalty: 4965.898926
	Iteration 32Q: 3 clusters Score -2440418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2440425.750000 Penalty: 4965.898926
	Iteration 33Q: 3 clusters Score -2440426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2440431.250000 Penalty: 4965.898926
	Iteration 34Q: 3 clusters Score -2440431 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2440436.500000 Penalty: 4965.898926
	Iteration 35Q: 3 clusters Score -2440436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 21424 members 
Entering Unmasked Estep 
Score: -2440439.250000 Penalty: 4965.898926
	Iteration 36Q: 3 clusters Score -2440439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2440441.250000 Penalty: 4965.898926
	Iteration 37Q: 3 clusters Score -2440441 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2440443.000000 Penalty: 4965.898926
	Iteration 38Q: 3 clusters Score -2440443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2440440.250000 Penalty: 4965.898926
	Iteration 39Q: 3 clusters Score -2440440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2440440.500000 Penalty: 4965.898926
	Iteration 40F: 3 clusters Score -2440440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -2440442.500000 Penalty: 4965.898926
	Iteration 41Q: 3 clusters Score -2440442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2440447.500000 Penalty: 4965.898926
	Iteration 42Q: 3 clusters Score -2440448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 21431 members 
Entering Unmasked Estep 
Score: -2440448.250000 Penalty: 4965.898926
	Iteration 43Q: 3 clusters Score -2440448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2440446.250000 Penalty: 4965.898926
	Iteration 44Q: 3 clusters Score -2440446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2440446.250000 Penalty: 4965.898926
	Iteration 45F: 3 clusters Score -2440446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (25760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25760 members 
Entering Unmasked Estep 
Score: -2894160.750000 Penalty: 2518.831299
	Iteration 0F: 2 clusters Score -2894161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -2876287.250000 Penalty: 5037.662598
	Iteration 0F: 3 clusters Score -2876287 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 12554 members 
Entering Unmasked Estep 
Score: -2882743.750000 Penalty: 5037.662598
	Iteration 1F: 3 clusters Score -2882744 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2883776.750000 Penalty: 5037.662598
	Iteration 2F: 3 clusters Score -2883777 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -2885467.250000 Penalty: 5037.662598
	Iteration 3F: 3 clusters Score -2885467 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15676 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2887915.000000 Penalty: 5037.662598
	Iteration 4F: 3 clusters Score -2887915 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17087 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -2890553.000000 Penalty: 5037.662598
	Iteration 5F: 3 clusters Score -2890553 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2892242.000000 Penalty: 5037.662598
	Iteration 6F: 3 clusters Score -2892242 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -2892863.500000 Penalty: 5037.662598
	Iteration 7Q: 3 clusters Score -2892864 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -2893080.000000 Penalty: 5037.662598
	Iteration 8Q: 3 clusters Score -2893080 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2893155.750000 Penalty: 5037.662598
	Iteration 9Q: 3 clusters Score -2893156 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18854 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -2893190.750000 Penalty: 5037.662598
	Iteration 10Q: 3 clusters Score -2893191 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2893200.500000 Penalty: 5037.662598
	Iteration 11Q: 3 clusters Score -2893200 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -2893206.500000 Penalty: 5037.662598
	Iteration 12Q: 3 clusters Score -2893206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -2893219.500000 Penalty: 5037.662598
	Iteration 13Q: 3 clusters Score -2893220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2893215.000000 Penalty: 5037.662598
	Iteration 14Q: 3 clusters Score -2893215 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18725 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -2893216.250000 Penalty: 5037.662598
	Iteration 15Q: 3 clusters Score -2893216 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -2893222.000000 Penalty: 5037.662598
	Iteration 16Q: 3 clusters Score -2893222 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18685 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2893224.250000 Penalty: 5037.662598
	Iteration 17Q: 3 clusters Score -2893224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2893218.500000 Penalty: 5037.662598
	Iteration 18Q: 3 clusters Score -2893218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2893220.500000 Penalty: 5037.662598
	Iteration 19Q: 3 clusters Score -2893220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2893221.500000 Penalty: 5037.662598
	Iteration 20F: 3 clusters Score -2893222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18649 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -2893225.500000 Penalty: 5037.662598
	Iteration 21Q: 3 clusters Score -2893226 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2893225.000000 Penalty: 5037.662598
	Iteration 22Q: 3 clusters Score -2893225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -2893225.000000 Penalty: 5037.662598
	Iteration 23Q: 3 clusters Score -2893225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2893226.250000 Penalty: 5037.662598
	Iteration 24Q: 3 clusters Score -2893226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2893224.000000 Penalty: 5037.662598
	Iteration 25Q: 3 clusters Score -2893224 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2893230.250000 Penalty: 5037.662598
	Iteration 26Q: 3 clusters Score -2893230 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -2893225.000000 Penalty: 5037.662598
	Iteration 27Q: 3 clusters Score -2893225 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18554 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2893228.750000 Penalty: 5037.662598
	Iteration 28Q: 3 clusters Score -2893229 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -2893237.500000 Penalty: 5037.662598
	Iteration 29Q: 3 clusters Score -2893238 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -2893237.250000 Penalty: 5037.662598
	Iteration 30Q: 3 clusters Score -2893237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -2893239.250000 Penalty: 5037.662598
	Iteration 31Q: 3 clusters Score -2893239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -2893239.000000 Penalty: 5037.662598
	Iteration 32Q: 3 clusters Score -2893239 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -2893240.750000 Penalty: 5037.662598
	Iteration 33Q: 3 clusters Score -2893241 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -2893239.750000 Penalty: 5037.662598
	Iteration 34Q: 3 clusters Score -2893240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 7274 members 
Entering Unmasked Estep 
Score: -2893239.500000 Penalty: 5037.662598
	Iteration 35Q: 3 clusters Score -2893240 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -2893242.000000 Penalty: 5037.662598
	Iteration 36Q: 3 clusters Score -2893242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2893243.500000 Penalty: 5037.662598
	Iteration 37Q: 3 clusters Score -2893244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -2893239.500000 Penalty: 5037.662598
	Iteration 38Q: 3 clusters Score -2893240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -2893242.000000 Penalty: 5037.662598
	Iteration 39Q: 3 clusters Score -2893242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2893239.500000 Penalty: 5037.662598
	Iteration 40F: 3 clusters Score -2893240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2893244.000000 Penalty: 5037.662598
	Iteration 41Q: 3 clusters Score -2893244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -2893242.250000 Penalty: 5037.662598
	Iteration 42Q: 3 clusters Score -2893242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -2893244.250000 Penalty: 5037.662598
	Iteration 43Q: 3 clusters Score -2893244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -2893245.000000 Penalty: 5037.662598
	Iteration 44Q: 3 clusters Score -2893245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2893250.750000 Penalty: 5037.662598
	Iteration 45Q: 3 clusters Score -2893251 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2893247.250000 Penalty: 5037.662598
	Iteration 46Q: 3 clusters Score -2893247 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -2893245.500000 Penalty: 5037.662598
	Iteration 47Q: 3 clusters Score -2893246 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -2893248.000000 Penalty: 5037.662598
	Iteration 48Q: 3 clusters Score -2893248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -2893251.250000 Penalty: 5037.662598
	Iteration 49Q: 3 clusters Score -2893251 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -2893250.500000 Penalty: 5037.662598
	Iteration 50Q: 3 clusters Score -2893250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -2893252.500000 Penalty: 5037.662598
	Iteration 51Q: 3 clusters Score -2893252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 7327 members 
Entering Unmasked Estep 
Score: -2893249.750000 Penalty: 5037.662598
	Iteration 52Q: 3 clusters Score -2893250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -2893248.250000 Penalty: 5037.662598
	Iteration 53Q: 3 clusters Score -2893248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18426 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -2893244.250000 Penalty: 5037.662598
	Iteration 54Q: 3 clusters Score -2893244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2893242.000000 Penalty: 5037.662598
	Iteration 55Q: 3 clusters Score -2893242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2893246.750000 Penalty: 5037.662598
	Iteration 56Q: 3 clusters Score -2893247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -2893249.500000 Penalty: 5037.662598
	Iteration 57Q: 3 clusters Score -2893250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2893247.500000 Penalty: 5037.662598
	Iteration 58Q: 3 clusters Score -2893248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -2893247.500000 Penalty: 5037.662598
	Iteration 59F: 3 clusters Score -2893248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (302164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302164 members 
Entering Unmasked Estep 
Score: -35569244.000000 Penalty: 3129.443848
	Iteration 0F: 2 clusters Score -3.556924e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150746 members 
Mstep: Class 2 contains 151418 members 
Entering Unmasked Estep 
Score: -35377784.000000 Penalty: 6258.887695
	Iteration 0F: 3 clusters Score -3.537778e+07 nChanged 146245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142703 members 
Mstep: Class 2 contains 159461 members 
Entering Unmasked Estep 
Score: -35463900.000000 Penalty: 6258.887695
	Iteration 1F: 3 clusters Score -3.54639e+07 nChanged 8498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137349 members 
Mstep: Class 2 contains 164815 members 
Entering Unmasked Estep 
Score: -35465744.000000 Penalty: 6258.887695
	Iteration 2Q: 3 clusters Score -3.546574e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129108 members 
Mstep: Class 2 contains 173056 members 
Entering Unmasked Estep 
Score: -35468660.000000 Penalty: 6258.887695
	Iteration 3Q: 3 clusters Score -3.546866e+07 nChanged 13398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116668 members 
Mstep: Class 2 contains 185496 members 
Entering Unmasked Estep 
Score: -35474172.000000 Penalty: 6258.887695
	Iteration 4Q: 3 clusters Score -3.547417e+07 nChanged 18345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98721 members 
Mstep: Class 2 contains 203443 members 
Entering Unmasked Estep 
Score: -35484224.000000 Penalty: 6258.887695
	Iteration 5F: 3 clusters Score -3.548422e+07 nChanged 23966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74867 members 
Mstep: Class 2 contains 227297 members 
Entering Unmasked Estep 
Score: -35500956.000000 Penalty: 6258.887695
	Iteration 6F: 3 clusters Score -3.550096e+07 nChanged 27336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47553 members 
Mstep: Class 2 contains 254611 members 
Entering Unmasked Estep 
Score: -35525136.000000 Penalty: 6258.887695
	Iteration 7F: 3 clusters Score -3.552514e+07 nChanged 24217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 278828 members 
Entering Unmasked Estep 
Score: -35549328.000000 Penalty: 6258.887695
	Iteration 8F: 3 clusters Score -3.554933e+07 nChanged 14867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 293695 members 
Entering Unmasked Estep 
Score: -35563704.000000 Penalty: 6258.887695
	Iteration 9Q: 3 clusters Score -3.55637e+07 nChanged 5942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 299637 members 
Entering Unmasked Estep 
Score: -35566340.000000 Penalty: 6258.887695
	Iteration 10Q: 3 clusters Score -3.556634e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 301345 members 
Entering Unmasked Estep 
Score: -35566472.000000 Penalty: 6258.887695
	Iteration 11Q: 3 clusters Score -3.556647e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 301733 members 
Entering Unmasked Estep 
Score: -35566604.000000 Penalty: 6258.887695
	Iteration 12Q: 3 clusters Score -3.55666e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 301856 members 
Entering Unmasked Estep 
Score: -35566628.000000 Penalty: 6258.887695
	Iteration 13Q: 3 clusters Score -3.556663e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 301886 members 
Entering Unmasked Estep 
Score: -35566652.000000 Penalty: 6258.887695
	Iteration 14Q: 3 clusters Score -3.556665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 301892 members 
Entering Unmasked Estep 
Score: -35566676.000000 Penalty: 6258.887695
	Iteration 15Q: 3 clusters Score -3.556668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 301898 members 
Entering Unmasked Estep 
Score: -35566668.000000 Penalty: 6258.887695
	Iteration 16Q: 3 clusters Score -3.556667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 301900 members 
Entering Unmasked Estep 
Score: -35566688.000000 Penalty: 6258.887695
	Iteration 17Q: 3 clusters Score -3.556669e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 301900 members 
Entering Unmasked Estep 
Score: -35566696.000000 Penalty: 6258.887695
	Iteration 18Q: 3 clusters Score -3.55667e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 301901 members 
Entering Unmasked Estep 
Score: -35566688.000000 Penalty: 6258.887695
	Iteration 19Q: 3 clusters Score -3.556669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 301901 members 
Entering Unmasked Estep 
Score: -35566688.000000 Penalty: 6258.887695
	Iteration 20F: 3 clusters Score -3.556669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (9713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Entering Unmasked Estep 
Score: -1131755.375000 Penalty: 2276.942627
	Iteration 0F: 2 clusters Score -1131755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1124308.000000 Penalty: 4553.885254
	Iteration 0F: 3 clusters Score -1124308 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1126409.500000 Penalty: 4553.885254
	Iteration 1F: 3 clusters Score -1126410 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1126707.750000 Penalty: 4553.885254
	Iteration 2F: 3 clusters Score -1126708 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -1126884.875000 Penalty: 4553.885254
	Iteration 3Q: 3 clusters Score -1126885 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -1127030.250000 Penalty: 4553.885254
	Iteration 4Q: 3 clusters Score -1127030 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1127150.000000 Penalty: 4553.885254
	Iteration 5Q: 3 clusters Score -1127150 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1127245.875000 Penalty: 4553.885254
	Iteration 6Q: 3 clusters Score -1127246 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1127347.125000 Penalty: 4553.885254
	Iteration 7Q: 3 clusters Score -1127347 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -1127447.750000 Penalty: 4553.885254
	Iteration 8Q: 3 clusters Score -1127448 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -1127544.125000 Penalty: 4553.885254
	Iteration 9Q: 3 clusters Score -1127544 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1127640.375000 Penalty: 4553.885254
	Iteration 10Q: 3 clusters Score -1127640 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1127750.000000 Penalty: 4553.885254
	Iteration 11Q: 3 clusters Score -1127750 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -1127870.250000 Penalty: 4553.885254
	Iteration 12Q: 3 clusters Score -1127870 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -1128029.500000 Penalty: 4553.885254
	Iteration 13Q: 3 clusters Score -1128030 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1128216.125000 Penalty: 4553.885254
	Iteration 14Q: 3 clusters Score -1128216 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1128407.375000 Penalty: 4553.885254
	Iteration 15Q: 3 clusters Score -1128407 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1128603.125000 Penalty: 4553.885254
	Iteration 16Q: 3 clusters Score -1128603 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1128795.625000 Penalty: 4553.885254
	Iteration 17Q: 3 clusters Score -1128796 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1129005.500000 Penalty: 4553.885254
	Iteration 18Q: 3 clusters Score -1129006 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1129186.625000 Penalty: 4553.885254
	Iteration 19Q: 3 clusters Score -1129187 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1129352.875000 Penalty: 4553.885254
	Iteration 20F: 3 clusters Score -1129353 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1129489.375000 Penalty: 4553.885254
	Iteration 21Q: 3 clusters Score -1129489 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -1129582.250000 Penalty: 4553.885254
	Iteration 22Q: 3 clusters Score -1129582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -1129635.250000 Penalty: 4553.885254
	Iteration 23Q: 3 clusters Score -1129635 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1129662.000000 Penalty: 4553.885254
	Iteration 24Q: 3 clusters Score -1129662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1129684.500000 Penalty: 4553.885254
	Iteration 25Q: 3 clusters Score -1129684 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -1129701.500000 Penalty: 4553.885254
	Iteration 26Q: 3 clusters Score -1129702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -1129711.500000 Penalty: 4553.885254
	Iteration 27Q: 3 clusters Score -1129712 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -1129725.000000 Penalty: 4553.885254
	Iteration 28Q: 3 clusters Score -1129725 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1129734.500000 Penalty: 4553.885254
	Iteration 29Q: 3 clusters Score -1129734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1129746.125000 Penalty: 4553.885254
	Iteration 30Q: 3 clusters Score -1129746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1129752.000000 Penalty: 4553.885254
	Iteration 31Q: 3 clusters Score -1129752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1129760.125000 Penalty: 4553.885254
	Iteration 32Q: 3 clusters Score -1129760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1129764.125000 Penalty: 4553.885254
	Iteration 33Q: 3 clusters Score -1129764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -1129768.500000 Penalty: 4553.885254
	Iteration 34Q: 3 clusters Score -1129768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1129772.000000 Penalty: 4553.885254
	Iteration 35Q: 3 clusters Score -1129772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1129775.000000 Penalty: 4553.885254
	Iteration 36Q: 3 clusters Score -1129775 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -1129778.250000 Penalty: 4553.885254
	Iteration 37Q: 3 clusters Score -1129778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1129781.625000 Penalty: 4553.885254
	Iteration 38Q: 3 clusters Score -1129782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -1129784.500000 Penalty: 4553.885254
	Iteration 39Q: 3 clusters Score -1129784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1129786.625000 Penalty: 4553.885254
	Iteration 40F: 3 clusters Score -1129787 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -1129793.000000 Penalty: 4553.885254
	Iteration 41Q: 3 clusters Score -1129793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1129795.625000 Penalty: 4553.885254
	Iteration 42Q: 3 clusters Score -1129796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1129798.875000 Penalty: 4553.885254
	Iteration 43Q: 3 clusters Score -1129799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -1129799.000000 Penalty: 4553.885254
	Iteration 44Q: 3 clusters Score -1129799 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1129800.625000 Penalty: 4553.885254
	Iteration 45Q: 3 clusters Score -1129801 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1129800.625000 Penalty: 4553.885254
	Iteration 46F: 3 clusters Score -1129801 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81462 members 
Entering Unmasked Estep 
Score: -9401002.000000 Penalty: 2804.357178
	Iteration 0F: 2 clusters Score -9401002 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 40649 members 
Entering Unmasked Estep 
Score: -9346496.000000 Penalty: 5608.714355
	Iteration 0F: 3 clusters Score -9346496 nChanged 38181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 38968 members 
Entering Unmasked Estep 
Score: -9367610.000000 Penalty: 5608.714355
	Iteration 1F: 3 clusters Score -9367610 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 37725 members 
Entering Unmasked Estep 
Score: -9368233.000000 Penalty: 5608.714355
	Iteration 2Q: 3 clusters Score -9368233 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45592 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -9369058.000000 Penalty: 5608.714355
	Iteration 3Q: 3 clusters Score -9369058 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48334 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
Score: -9370217.000000 Penalty: 5608.714355
	Iteration 4Q: 3 clusters Score -9370217 nChanged 4221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52257 members 
Mstep: Class 2 contains 29205 members 
Entering Unmasked Estep 
Score: -9372291.000000 Penalty: 5608.714355
	Iteration 5F: 3 clusters Score -9372291 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57780 members 
Mstep: Class 2 contains 23682 members 
Entering Unmasked Estep 
Score: -9376041.000000 Penalty: 5608.714355
	Iteration 6F: 3 clusters Score -9376041 nChanged 6975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64711 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -9381977.000000 Penalty: 5608.714355
	Iteration 7F: 3 clusters Score -9381977 nChanged 7121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71818 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -9389210.000000 Penalty: 5608.714355
	Iteration 8F: 3 clusters Score -9389210 nChanged 5339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77141 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -9394781.000000 Penalty: 5608.714355
	Iteration 9F: 3 clusters Score -9394781 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79788 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -9397311.000000 Penalty: 5608.714355
	Iteration 10Q: 3 clusters Score -9397311 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80668 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -9398124.000000 Penalty: 5608.714355
	Iteration 11Q: 3 clusters Score -9398124 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80933 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9398416.000000 Penalty: 5608.714355
	Iteration 12Q: 3 clusters Score -9398416 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -9398535.000000 Penalty: 5608.714355
	Iteration 13Q: 3 clusters Score -9398535 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81069 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -9398587.000000 Penalty: 5608.714355
	Iteration 14Q: 3 clusters Score -9398587 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81088 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -9398629.000000 Penalty: 5608.714355
	Iteration 15Q: 3 clusters Score -9398629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81099 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9398637.000000 Penalty: 5608.714355
	Iteration 16Q: 3 clusters Score -9398637 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81103 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9398656.000000 Penalty: 5608.714355
	Iteration 17Q: 3 clusters Score -9398656 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81106 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9398667.000000 Penalty: 5608.714355
	Iteration 18Q: 3 clusters Score -9398667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81111 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9398670.000000 Penalty: 5608.714355
	Iteration 19Q: 3 clusters Score -9398670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81115 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -9398681.000000 Penalty: 5608.714355
	Iteration 20F: 3 clusters Score -9398681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81117 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9398692.000000 Penalty: 5608.714355
	Iteration 21Q: 3 clusters Score -9398692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81119 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -9398707.000000 Penalty: 5608.714355
	Iteration 22Q: 3 clusters Score -9398707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81120 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9398705.000000 Penalty: 5608.714355
	Iteration 23Q: 3 clusters Score -9398705 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81124 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9398710.000000 Penalty: 5608.714355
	Iteration 24Q: 3 clusters Score -9398710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81122 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -9398713.000000 Penalty: 5608.714355
	Iteration 25Q: 3 clusters Score -9398713 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9398715.000000 Penalty: 5608.714355
	Iteration 26Q: 3 clusters Score -9398715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9398723.000000 Penalty: 5608.714355
	Iteration 27Q: 3 clusters Score -9398723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9398721.000000 Penalty: 5608.714355
	Iteration 28Q: 3 clusters Score -9398721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81121 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9398721.000000 Penalty: 5608.714355
	Iteration 29F: 3 clusters Score -9398721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Entering Unmasked Estep 
Score: -1581708.750000 Penalty: 2371.197266
	Iteration 0F: 2 clusters Score -1581709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1571333.500000 Penalty: 4742.394531
	Iteration 0F: 3 clusters Score -1571334 nChanged 6120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1574619.625000 Penalty: 4742.394531
	Iteration 1F: 3 clusters Score -1574620 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1575133.875000 Penalty: 4742.394531
	Iteration 2F: 3 clusters Score -1575134 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -1575563.000000 Penalty: 4742.394531
	Iteration 3F: 3 clusters Score -1575563 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1575971.750000 Penalty: 4742.394531
	Iteration 4F: 3 clusters Score -1575972 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1576385.000000 Penalty: 4742.394531
	Iteration 5F: 3 clusters Score -1576385 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1576822.000000 Penalty: 4742.394531
	Iteration 6F: 3 clusters Score -1576822 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1577299.125000 Penalty: 4742.394531
	Iteration 7F: 3 clusters Score -1577299 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1577681.250000 Penalty: 4742.394531
	Iteration 8Q: 3 clusters Score -1577681 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -1577948.000000 Penalty: 4742.394531
	Iteration 9Q: 3 clusters Score -1577948 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -1578128.875000 Penalty: 4742.394531
	Iteration 10Q: 3 clusters Score -1578129 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -1578250.250000 Penalty: 4742.394531
	Iteration 11Q: 3 clusters Score -1578250 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1578334.875000 Penalty: 4742.394531
	Iteration 12Q: 3 clusters Score -1578335 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1578402.500000 Penalty: 4742.394531
	Iteration 13Q: 3 clusters Score -1578402 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1578462.750000 Penalty: 4742.394531
	Iteration 14Q: 3 clusters Score -1578463 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -1578526.875000 Penalty: 4742.394531
	Iteration 15Q: 3 clusters Score -1578527 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -1578582.500000 Penalty: 4742.394531
	Iteration 16Q: 3 clusters Score -1578582 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1578662.625000 Penalty: 4742.394531
	Iteration 17Q: 3 clusters Score -1578663 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1578746.000000 Penalty: 4742.394531
	Iteration 18Q: 3 clusters Score -1578746 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 10212 members 
Entering Unmasked Estep 
Score: -1578829.625000 Penalty: 4742.394531
	Iteration 19Q: 3 clusters Score -1578830 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 10395 members 
Entering Unmasked Estep 
Score: -1578928.875000 Penalty: 4742.394531
	Iteration 20F: 3 clusters Score -1578929 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1579048.750000 Penalty: 4742.394531
	Iteration 21Q: 3 clusters Score -1579049 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -1579174.625000 Penalty: 4742.394531
	Iteration 22Q: 3 clusters Score -1579175 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 10957 members 
Entering Unmasked Estep 
Score: -1579304.875000 Penalty: 4742.394531
	Iteration 23Q: 3 clusters Score -1579305 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -1579410.125000 Penalty: 4742.394531
	Iteration 24Q: 3 clusters Score -1579410 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -1579500.000000 Penalty: 4742.394531
	Iteration 25Q: 3 clusters Score -1579500 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -1579586.250000 Penalty: 4742.394531
	Iteration 26Q: 3 clusters Score -1579586 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1579661.625000 Penalty: 4742.394531
	Iteration 27Q: 3 clusters Score -1579662 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -1579727.000000 Penalty: 4742.394531
	Iteration 28Q: 3 clusters Score -1579727 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -1579778.375000 Penalty: 4742.394531
	Iteration 29Q: 3 clusters Score -1579778 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 11974 members 
Entering Unmasked Estep 
Score: -1579833.250000 Penalty: 4742.394531
	Iteration 30Q: 3 clusters Score -1579833 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 12064 members 
Entering Unmasked Estep 
Score: -1579883.750000 Penalty: 4742.394531
	Iteration 31Q: 3 clusters Score -1579884 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -1579942.375000 Penalty: 4742.394531
	Iteration 32Q: 3 clusters Score -1579942 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1579990.375000 Penalty: 4742.394531
	Iteration 33Q: 3 clusters Score -1579990 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -1580037.625000 Penalty: 4742.394531
	Iteration 34Q: 3 clusters Score -1580038 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -1580089.250000 Penalty: 4742.394531
	Iteration 35Q: 3 clusters Score -1580089 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -1580124.625000 Penalty: 4742.394531
	Iteration 36Q: 3 clusters Score -1580125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -1580144.875000 Penalty: 4742.394531
	Iteration 37Q: 3 clusters Score -1580145 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -1580171.375000 Penalty: 4742.394531
	Iteration 38Q: 3 clusters Score -1580171 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -1580201.000000 Penalty: 4742.394531
	Iteration 39Q: 3 clusters Score -1580201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1580225.750000 Penalty: 4742.394531
	Iteration 40F: 3 clusters Score -1580226 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1580244.875000 Penalty: 4742.394531
	Iteration 41Q: 3 clusters Score -1580245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -1580249.125000 Penalty: 4742.394531
	Iteration 42Q: 3 clusters Score -1580249 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 12717 members 
Entering Unmasked Estep 
Score: -1580259.875000 Penalty: 4742.394531
	Iteration 43Q: 3 clusters Score -1580260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 12733 members 
Entering Unmasked Estep 
Score: -1580267.375000 Penalty: 4742.394531
	Iteration 44Q: 3 clusters Score -1580267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -1580278.750000 Penalty: 4742.394531
	Iteration 45Q: 3 clusters Score -1580279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 12771 members 
Entering Unmasked Estep 
Score: -1580287.875000 Penalty: 4742.394531
	Iteration 46Q: 3 clusters Score -1580288 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -1580293.250000 Penalty: 4742.394531
	Iteration 47Q: 3 clusters Score -1580293 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -1580302.625000 Penalty: 4742.394531
	Iteration 48Q: 3 clusters Score -1580303 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1580305.625000 Penalty: 4742.394531
	Iteration 49Q: 3 clusters Score -1580306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1580308.000000 Penalty: 4742.394531
	Iteration 50Q: 3 clusters Score -1580308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 12812 members 
Entering Unmasked Estep 
Score: -1580308.000000 Penalty: 4742.394531
	Iteration 51F: 3 clusters Score -1580308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (45234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45234 members 
Entering Unmasked Estep 
Score: -5400506.000000 Penalty: 2658.461914
	Iteration 0F: 2 clusters Score -5400506 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22599 members 
Mstep: Class 2 contains 22635 members 
Entering Unmasked Estep 
Score: -5369806.000000 Penalty: 5316.923828
	Iteration 0F: 3 clusters Score -5369806 nChanged 20843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -5381569.500000 Penalty: 5316.923828
	Iteration 1F: 3 clusters Score -5381570 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -5382121.000000 Penalty: 5316.923828
	Iteration 2Q: 3 clusters Score -5382121 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -5382683.000000 Penalty: 5316.923828
	Iteration 3Q: 3 clusters Score -5382683 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 23899 members 
Entering Unmasked Estep 
Score: -5383196.500000 Penalty: 5316.923828
	Iteration 4Q: 3 clusters Score -5383196 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20747 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -5383789.500000 Penalty: 5316.923828
	Iteration 5Q: 3 clusters Score -5383790 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -5384521.000000 Penalty: 5316.923828
	Iteration 6Q: 3 clusters Score -5384521 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -5385429.500000 Penalty: 5316.923828
	Iteration 7Q: 3 clusters Score -5385430 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 27723 members 
Entering Unmasked Estep 
Score: -5386575.000000 Penalty: 5316.923828
	Iteration 8Q: 3 clusters Score -5386575 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 29350 members 
Entering Unmasked Estep 
Score: -5388059.000000 Penalty: 5316.923828
	Iteration 9Q: 3 clusters Score -5388059 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 31082 members 
Entering Unmasked Estep 
Score: -5389898.000000 Penalty: 5316.923828
	Iteration 10F: 3 clusters Score -5389898 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 32590 members 
Entering Unmasked Estep 
Score: -5391654.000000 Penalty: 5316.923828
	Iteration 11Q: 3 clusters Score -5391654 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -5392984.500000 Penalty: 5316.923828
	Iteration 12Q: 3 clusters Score -5392984 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -5393888.500000 Penalty: 5316.923828
	Iteration 13Q: 3 clusters Score -5393888 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 35630 members 
Entering Unmasked Estep 
Score: -5394432.000000 Penalty: 5316.923828
	Iteration 14Q: 3 clusters Score -5394432 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 36348 members 
Entering Unmasked Estep 
Score: -5394765.500000 Penalty: 5316.923828
	Iteration 15Q: 3 clusters Score -5394766 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 37008 members 
Entering Unmasked Estep 
Score: -5395067.000000 Penalty: 5316.923828
	Iteration 16Q: 3 clusters Score -5395067 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -5395395.500000 Penalty: 5316.923828
	Iteration 17Q: 3 clusters Score -5395396 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -5395654.500000 Penalty: 5316.923828
	Iteration 18Q: 3 clusters Score -5395654 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -5395949.000000 Penalty: 5316.923828
	Iteration 19Q: 3 clusters Score -5395949 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 39507 members 
Entering Unmasked Estep 
Score: -5396201.000000 Penalty: 5316.923828
	Iteration 20F: 3 clusters Score -5396201 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 40044 members 
Entering Unmasked Estep 
Score: -5396473.000000 Penalty: 5316.923828
	Iteration 21Q: 3 clusters Score -5396473 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 40539 members 
Entering Unmasked Estep 
Score: -5396662.500000 Penalty: 5316.923828
	Iteration 22Q: 3 clusters Score -5396662 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 40986 members 
Entering Unmasked Estep 
Score: -5396833.000000 Penalty: 5316.923828
	Iteration 23Q: 3 clusters Score -5396833 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 41394 members 
Entering Unmasked Estep 
Score: -5397031.000000 Penalty: 5316.923828
	Iteration 24Q: 3 clusters Score -5397031 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 41758 members 
Entering Unmasked Estep 
Score: -5397177.000000 Penalty: 5316.923828
	Iteration 25Q: 3 clusters Score -5397177 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 42083 members 
Entering Unmasked Estep 
Score: -5397324.000000 Penalty: 5316.923828
	Iteration 26Q: 3 clusters Score -5397324 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -5397449.500000 Penalty: 5316.923828
	Iteration 27Q: 3 clusters Score -5397450 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 42609 members 
Entering Unmasked Estep 
Score: -5397531.000000 Penalty: 5316.923828
	Iteration 28Q: 3 clusters Score -5397531 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 42812 members 
Entering Unmasked Estep 
Score: -5397605.000000 Penalty: 5316.923828
	Iteration 29Q: 3 clusters Score -5397605 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 42981 members 
Entering Unmasked Estep 
Score: -5397661.000000 Penalty: 5316.923828
	Iteration 30Q: 3 clusters Score -5397661 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -5397755.000000 Penalty: 5316.923828
	Iteration 31Q: 3 clusters Score -5397755 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 43268 members 
Entering Unmasked Estep 
Score: -5397798.000000 Penalty: 5316.923828
	Iteration 32Q: 3 clusters Score -5397798 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -5397831.500000 Penalty: 5316.923828
	Iteration 33Q: 3 clusters Score -5397832 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 43446 members 
Entering Unmasked Estep 
Score: -5397862.000000 Penalty: 5316.923828
	Iteration 34Q: 3 clusters Score -5397862 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -5397906.500000 Penalty: 5316.923828
	Iteration 35Q: 3 clusters Score -5397906 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -5397935.500000 Penalty: 5316.923828
	Iteration 36Q: 3 clusters Score -5397936 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -5397962.500000 Penalty: 5316.923828
	Iteration 37Q: 3 clusters Score -5397962 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 43777 members 
Entering Unmasked Estep 
Score: -5397983.000000 Penalty: 5316.923828
	Iteration 38Q: 3 clusters Score -5397983 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -5398010.000000 Penalty: 5316.923828
	Iteration 39Q: 3 clusters Score -5398010 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -5398047.000000 Penalty: 5316.923828
	Iteration 40F: 3 clusters Score -5398047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -5398067.000000 Penalty: 5316.923828
	Iteration 41Q: 3 clusters Score -5398067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -5398092.000000 Penalty: 5316.923828
	Iteration 42Q: 3 clusters Score -5398092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -5398103.500000 Penalty: 5316.923828
	Iteration 43Q: 3 clusters Score -5398104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -5398123.500000 Penalty: 5316.923828
	Iteration 44Q: 3 clusters Score -5398124 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -5398140.500000 Penalty: 5316.923828
	Iteration 45Q: 3 clusters Score -5398140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 44167 members 
Entering Unmasked Estep 
Score: -5398172.500000 Penalty: 5316.923828
	Iteration 46Q: 3 clusters Score -5398172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -5398185.500000 Penalty: 5316.923828
	Iteration 47Q: 3 clusters Score -5398186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -5398194.000000 Penalty: 5316.923828
	Iteration 48Q: 3 clusters Score -5398194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 44224 members 
Entering Unmasked Estep 
Score: -5398192.500000 Penalty: 5316.923828
	Iteration 49Q: 3 clusters Score -5398192 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -5398203.500000 Penalty: 5316.923828
	Iteration 50Q: 3 clusters Score -5398204 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 44258 members 
Entering Unmasked Estep 
Score: -5398225.000000 Penalty: 5316.923828
	Iteration 51Q: 3 clusters Score -5398225 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 44272 members 
Entering Unmasked Estep 
Score: -5398233.500000 Penalty: 5316.923828
	Iteration 52Q: 3 clusters Score -5398234 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 44285 members 
Entering Unmasked Estep 
Score: -5398235.500000 Penalty: 5316.923828
	Iteration 53Q: 3 clusters Score -5398236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -5398237.000000 Penalty: 5316.923828
	Iteration 54Q: 3 clusters Score -5398237 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 44308 members 
Entering Unmasked Estep 
Score: -5398238.000000 Penalty: 5316.923828
	Iteration 55Q: 3 clusters Score -5398238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 44313 members 
Entering Unmasked Estep 
Score: -5398238.000000 Penalty: 5316.923828
	Iteration 56Q: 3 clusters Score -5398238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 44319 members 
Entering Unmasked Estep 
Score: -5398241.000000 Penalty: 5316.923828
	Iteration 57Q: 3 clusters Score -5398241 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 44324 members 
Entering Unmasked Estep 
Score: -5398248.500000 Penalty: 5316.923828
	Iteration 58Q: 3 clusters Score -5398248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -5398251.500000 Penalty: 5316.923828
	Iteration 59Q: 3 clusters Score -5398252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -5398251.500000 Penalty: 5316.923828
	Iteration 60F: 3 clusters Score -5398252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -5398257.000000 Penalty: 5316.923828
	Iteration 61Q: 3 clusters Score -5398257 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 44339 members 
Entering Unmasked Estep 
Score: -5398252.000000 Penalty: 5316.923828
	Iteration 62Q: 3 clusters Score -5398252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -5398256.000000 Penalty: 5316.923828
	Iteration 63Q: 3 clusters Score -5398256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -5398260.000000 Penalty: 5316.923828
	Iteration 64Q: 3 clusters Score -5398260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -5398258.500000 Penalty: 5316.923828
	Iteration 65Q: 3 clusters Score -5398258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 44347 members 
Entering Unmasked Estep 
Score: -5398260.000000 Penalty: 5316.923828
	Iteration 66Q: 3 clusters Score -5398260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -5398262.000000 Penalty: 5316.923828
	Iteration 67Q: 3 clusters Score -5398262 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -5398264.500000 Penalty: 5316.923828
	Iteration 68Q: 3 clusters Score -5398264 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -5398264.500000 Penalty: 5316.923828
	Iteration 69F: 3 clusters Score -5398264 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (37415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37415 members 
Entering Unmasked Estep 
Score: -4168210.000000 Penalty: 2611.397217
	Iteration 0F: 2 clusters Score -4168210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -4142774.750000 Penalty: 5222.794434
	Iteration 0F: 3 clusters Score -4142775 nChanged 17028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -4152249.500000 Penalty: 5222.794434
	Iteration 1F: 3 clusters Score -4152250 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4152993.250000 Penalty: 5222.794434
	Iteration 2F: 3 clusters Score -4152993 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20889 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -4153955.500000 Penalty: 5222.794434
	Iteration 3F: 3 clusters Score -4153956 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4155212.250000 Penalty: 5222.794434
	Iteration 4F: 3 clusters Score -4155212 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -4156826.500000 Penalty: 5222.794434
	Iteration 5F: 3 clusters Score -4156826 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25279 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4158605.250000 Penalty: 5222.794434
	Iteration 6F: 3 clusters Score -4158605 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -4160319.750000 Penalty: 5222.794434
	Iteration 7F: 3 clusters Score -4160320 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28803 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -4161798.750000 Penalty: 5222.794434
	Iteration 8F: 3 clusters Score -4161799 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -4163198.250000 Penalty: 5222.794434
	Iteration 9Q: 3 clusters Score -4163198 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -4164333.750000 Penalty: 5222.794434
	Iteration 10Q: 3 clusters Score -4164334 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32249 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -4165154.250000 Penalty: 5222.794434
	Iteration 11Q: 3 clusters Score -4165154 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32824 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -4165817.000000 Penalty: 5222.794434
	Iteration 12Q: 3 clusters Score -4165817 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33192 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -4166220.750000 Penalty: 5222.794434
	Iteration 13Q: 3 clusters Score -4166221 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33452 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -4166425.500000 Penalty: 5222.794434
	Iteration 14Q: 3 clusters Score -4166426 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33627 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -4166543.500000 Penalty: 5222.794434
	Iteration 15Q: 3 clusters Score -4166544 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -4166606.250000 Penalty: 5222.794434
	Iteration 16Q: 3 clusters Score -4166606 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -4166666.500000 Penalty: 5222.794434
	Iteration 17Q: 3 clusters Score -4166666 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33955 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -4166702.250000 Penalty: 5222.794434
	Iteration 18Q: 3 clusters Score -4166702 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -4166719.000000 Penalty: 5222.794434
	Iteration 19Q: 3 clusters Score -4166719 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34047 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -4166734.250000 Penalty: 5222.794434
	Iteration 20F: 3 clusters Score -4166734 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34078 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -4166750.500000 Penalty: 5222.794434
	Iteration 21Q: 3 clusters Score -4166750 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34094 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -4166755.500000 Penalty: 5222.794434
	Iteration 22Q: 3 clusters Score -4166756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34108 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -4166755.250000 Penalty: 5222.794434
	Iteration 23Q: 3 clusters Score -4166755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34123 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -4166757.750000 Penalty: 5222.794434
	Iteration 24Q: 3 clusters Score -4166758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34137 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -4166763.750000 Penalty: 5222.794434
	Iteration 25Q: 3 clusters Score -4166764 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34147 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -4166761.500000 Penalty: 5222.794434
	Iteration 26Q: 3 clusters Score -4166762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -4166765.250000 Penalty: 5222.794434
	Iteration 27Q: 3 clusters Score -4166765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34159 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -4166758.000000 Penalty: 5222.794434
	Iteration 28Q: 3 clusters Score -4166758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -4166758.000000 Penalty: 5222.794434
	Iteration 29Q: 3 clusters Score -4166758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -4166758.500000 Penalty: 5222.794434
	Iteration 30Q: 3 clusters Score -4166758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -4166758.750000 Penalty: 5222.794434
	Iteration 31Q: 3 clusters Score -4166759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34166 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -4166762.000000 Penalty: 5222.794434
	Iteration 32Q: 3 clusters Score -4166762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -4166759.750000 Penalty: 5222.794434
	Iteration 33Q: 3 clusters Score -4166760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -4166759.250000 Penalty: 5222.794434
	Iteration 34Q: 3 clusters Score -4166759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34181 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -4166758.750000 Penalty: 5222.794434
	Iteration 35Q: 3 clusters Score -4166759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -4166765.500000 Penalty: 5222.794434
	Iteration 36Q: 3 clusters Score -4166766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -4166760.750000 Penalty: 5222.794434
	Iteration 37Q: 3 clusters Score -4166761 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4166760.000000 Penalty: 5222.794434
	Iteration 38Q: 3 clusters Score -4166760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -4166760.000000 Penalty: 5222.794434
	Iteration 39F: 3 clusters Score -4166760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32626 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32626 members 
Entering Unmasked Estep 
Score: -3871665.750000 Penalty: 2577.430664
	Iteration 0F: 2 clusters Score -3871666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16359 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3849478.750000 Penalty: 5154.861328
	Iteration 0F: 3 clusters Score -3849479 nChanged 14722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -3857432.000000 Penalty: 5154.861328
	Iteration 1F: 3 clusters Score -3857432 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -3857872.750000 Penalty: 5154.861328
	Iteration 2Q: 3 clusters Score -3857873 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 14893 members 
Entering Unmasked Estep 
Score: -3858233.250000 Penalty: 5154.861328
	Iteration 3Q: 3 clusters Score -3858233 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -3858633.000000 Penalty: 5154.861328
	Iteration 4Q: 3 clusters Score -3858633 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 13367 members 
Entering Unmasked Estep 
Score: -3859027.000000 Penalty: 5154.861328
	Iteration 5Q: 3 clusters Score -3859027 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -3859560.250000 Penalty: 5154.861328
	Iteration 6Q: 3 clusters Score -3859560 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -3860344.250000 Penalty: 5154.861328
	Iteration 7Q: 3 clusters Score -3860344 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -3861492.750000 Penalty: 5154.861328
	Iteration 8F: 3 clusters Score -3861493 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25779 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -3863186.500000 Penalty: 5154.861328
	Iteration 9F: 3 clusters Score -3863186 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28057 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -3865210.250000 Penalty: 5154.861328
	Iteration 10F: 3 clusters Score -3865210 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3866995.750000 Penalty: 5154.861328
	Iteration 11F: 3 clusters Score -3866996 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3868218.500000 Penalty: 5154.861328
	Iteration 12Q: 3 clusters Score -3868218 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31922 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -3868827.500000 Penalty: 5154.861328
	Iteration 13Q: 3 clusters Score -3868828 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -3869097.750000 Penalty: 5154.861328
	Iteration 14Q: 3 clusters Score -3869098 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32269 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -3869230.750000 Penalty: 5154.861328
	Iteration 15Q: 3 clusters Score -3869231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3869300.000000 Penalty: 5154.861328
	Iteration 16Q: 3 clusters Score -3869300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -3869340.000000 Penalty: 5154.861328
	Iteration 17Q: 3 clusters Score -3869340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -3869375.500000 Penalty: 5154.861328
	Iteration 18Q: 3 clusters Score -3869376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -3869383.750000 Penalty: 5154.861328
	Iteration 19Q: 3 clusters Score -3869384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3869385.250000 Penalty: 5154.861328
	Iteration 20F: 3 clusters Score -3869385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32370 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -3869388.750000 Penalty: 5154.861328
	Iteration 21Q: 3 clusters Score -3869389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -3869393.750000 Penalty: 5154.861328
	Iteration 22Q: 3 clusters Score -3869394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -3869395.500000 Penalty: 5154.861328
	Iteration 23Q: 3 clusters Score -3869396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -3869398.500000 Penalty: 5154.861328
	Iteration 24Q: 3 clusters Score -3869398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32376 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -3869402.000000 Penalty: 5154.861328
	Iteration 25Q: 3 clusters Score -3869402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32377 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -3869402.750000 Penalty: 5154.861328
	Iteration 26Q: 3 clusters Score -3869403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3869406.000000 Penalty: 5154.861328
	Iteration 27Q: 3 clusters Score -3869406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -3869406.000000 Penalty: 5154.861328
	Iteration 28F: 3 clusters Score -3869406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Entering Unmasked Estep 
Score: -420521.937500 Penalty: 2038.326172
	Iteration 0F: 2 clusters Score -420521.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -416805.718750 Penalty: 4076.652344
	Iteration 0F: 3 clusters Score -416805.7 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -417589.656250 Penalty: 4076.652344
	Iteration 1F: 3 clusters Score -417589.7 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -417771.218750 Penalty: 4076.652344
	Iteration 2F: 3 clusters Score -417771.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -417872.781250 Penalty: 4076.652344
	Iteration 3Q: 3 clusters Score -417872.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -417933.968750 Penalty: 4076.652344
	Iteration 4Q: 3 clusters Score -417934 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -417970.406250 Penalty: 4076.652344
	Iteration 5Q: 3 clusters Score -417970.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -418000.125000 Penalty: 4076.652344
	Iteration 6Q: 3 clusters Score -418000.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -418031.781250 Penalty: 4076.652344
	Iteration 7Q: 3 clusters Score -418031.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -418059.937500 Penalty: 4076.652344
	Iteration 8Q: 3 clusters Score -418059.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -418085.625000 Penalty: 4076.652344
	Iteration 9Q: 3 clusters Score -418085.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -418108.781250 Penalty: 4076.652344
	Iteration 10Q: 3 clusters Score -418108.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -418131.281250 Penalty: 4076.652344
	Iteration 11Q: 3 clusters Score -418131.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -418158.531250 Penalty: 4076.652344
	Iteration 12Q: 3 clusters Score -418158.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -418185.687500 Penalty: 4076.652344
	Iteration 13Q: 3 clusters Score -418185.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -418205.375000 Penalty: 4076.652344
	Iteration 14Q: 3 clusters Score -418205.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -418232.281250 Penalty: 4076.652344
	Iteration 15Q: 3 clusters Score -418232.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -418262.468750 Penalty: 4076.652344
	Iteration 16Q: 3 clusters Score -418262.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -418297.531250 Penalty: 4076.652344
	Iteration 17Q: 3 clusters Score -418297.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -418332.000000 Penalty: 4076.652344
	Iteration 18Q: 3 clusters Score -418332 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -418365.937500 Penalty: 4076.652344
	Iteration 19Q: 3 clusters Score -418365.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -418394.906250 Penalty: 4076.652344
	Iteration 20F: 3 clusters Score -418394.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -418427.000000 Penalty: 4076.652344
	Iteration 21Q: 3 clusters Score -418427 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -418459.718750 Penalty: 4076.652344
	Iteration 22Q: 3 clusters Score -418459.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -418495.218750 Penalty: 4076.652344
	Iteration 23Q: 3 clusters Score -418495.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -418527.406250 Penalty: 4076.652344
	Iteration 24Q: 3 clusters Score -418527.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -418559.125000 Penalty: 4076.652344
	Iteration 25Q: 3 clusters Score -418559.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -418587.843750 Penalty: 4076.652344
	Iteration 26Q: 3 clusters Score -418587.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -418608.406250 Penalty: 4076.652344
	Iteration 27Q: 3 clusters Score -418608.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -418628.281250 Penalty: 4076.652344
	Iteration 28Q: 3 clusters Score -418628.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -418646.656250 Penalty: 4076.652344
	Iteration 29Q: 3 clusters Score -418646.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -418667.562500 Penalty: 4076.652344
	Iteration 30Q: 3 clusters Score -418667.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -418683.031250 Penalty: 4076.652344
	Iteration 31Q: 3 clusters Score -418683 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -418696.937500 Penalty: 4076.652344
	Iteration 32Q: 3 clusters Score -418696.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -418708.187500 Penalty: 4076.652344
	Iteration 33Q: 3 clusters Score -418708.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -418717.312500 Penalty: 4076.652344
	Iteration 34Q: 3 clusters Score -418717.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -418726.343750 Penalty: 4076.652344
	Iteration 35Q: 3 clusters Score -418726.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -418732.125000 Penalty: 4076.652344
	Iteration 36Q: 3 clusters Score -418732.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -418736.062500 Penalty: 4076.652344
	Iteration 37Q: 3 clusters Score -418736.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -418743.218750 Penalty: 4076.652344
	Iteration 38Q: 3 clusters Score -418743.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -418746.468750 Penalty: 4076.652344
	Iteration 39Q: 3 clusters Score -418746.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -418751.062500 Penalty: 4076.652344
	Iteration 40F: 3 clusters Score -418751.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -418756.312500 Penalty: 4076.652344
	Iteration 41Q: 3 clusters Score -418756.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -418761.937500 Penalty: 4076.652344
	Iteration 42Q: 3 clusters Score -418761.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -418767.968750 Penalty: 4076.652344
	Iteration 43Q: 3 clusters Score -418768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -418780.000000 Penalty: 4076.652344
	Iteration 44Q: 3 clusters Score -418780 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -418790.312500 Penalty: 4076.652344
	Iteration 45Q: 3 clusters Score -418790.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -418797.531250 Penalty: 4076.652344
	Iteration 46Q: 3 clusters Score -418797.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -418801.218750 Penalty: 4076.652344
	Iteration 47Q: 3 clusters Score -418801.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -418803.031250 Penalty: 4076.652344
	Iteration 48Q: 3 clusters Score -418803 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -418804.125000 Penalty: 4076.652344
	Iteration 49Q: 3 clusters Score -418804.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -418805.843750 Penalty: 4076.652344
	Iteration 50Q: 3 clusters Score -418805.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -418806.656250 Penalty: 4076.652344
	Iteration 51Q: 3 clusters Score -418806.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -418807.312500 Penalty: 4076.652344
	Iteration 52Q: 3 clusters Score -418807.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -418806.468750 Penalty: 4076.652344
	Iteration 53Q: 3 clusters Score -418806.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -418806.468750 Penalty: 4076.652344
	Iteration 54F: 3 clusters Score -418806.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Entering Unmasked Estep 
Score: -855434.312500 Penalty: 2246.731689
	Iteration 0F: 2 clusters Score -855434.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -848657.875000 Penalty: 4493.463379
	Iteration 0F: 3 clusters Score -848657.9 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -850800.750000 Penalty: 4493.463379
	Iteration 1F: 3 clusters Score -850800.8 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -851341.125000 Penalty: 4493.463379
	Iteration 2F: 3 clusters Score -851341.1 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -851840.875000 Penalty: 4493.463379
	Iteration 3F: 3 clusters Score -851840.9 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -852280.187500 Penalty: 4493.463379
	Iteration 4F: 3 clusters Score -852280.2 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -852703.062500 Penalty: 4493.463379
	Iteration 5F: 3 clusters Score -852703.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4531 members 
Entering Unmasked Estep 
Score: -853045.937500 Penalty: 4493.463379
	Iteration 6F: 3 clusters Score -853045.9 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -853298.562500 Penalty: 4493.463379
	Iteration 7Q: 3 clusters Score -853298.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -853473.000000 Penalty: 4493.463379
	Iteration 8Q: 3 clusters Score -853473 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -853583.500000 Penalty: 4493.463379
	Iteration 9Q: 3 clusters Score -853583.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -853652.812500 Penalty: 4493.463379
	Iteration 10Q: 3 clusters Score -853652.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -853706.375000 Penalty: 4493.463379
	Iteration 11Q: 3 clusters Score -853706.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -853733.812500 Penalty: 4493.463379
	Iteration 12Q: 3 clusters Score -853733.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -853758.437500 Penalty: 4493.463379
	Iteration 13Q: 3 clusters Score -853758.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -853777.250000 Penalty: 4493.463379
	Iteration 14Q: 3 clusters Score -853777.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -853791.125000 Penalty: 4493.463379
	Iteration 15Q: 3 clusters Score -853791.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -853807.750000 Penalty: 4493.463379
	Iteration 16Q: 3 clusters Score -853807.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -853822.250000 Penalty: 4493.463379
	Iteration 17Q: 3 clusters Score -853822.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3828 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -853838.625000 Penalty: 4493.463379
	Iteration 18Q: 3 clusters Score -853838.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -853852.312500 Penalty: 4493.463379
	Iteration 19Q: 3 clusters Score -853852.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -853865.562500 Penalty: 4493.463379
	Iteration 20F: 3 clusters Score -853865.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -853868.187500 Penalty: 4493.463379
	Iteration 21Q: 3 clusters Score -853868.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -853875.500000 Penalty: 4493.463379
	Iteration 22Q: 3 clusters Score -853875.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -853882.312500 Penalty: 4493.463379
	Iteration 23Q: 3 clusters Score -853882.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -853885.312500 Penalty: 4493.463379
	Iteration 24Q: 3 clusters Score -853885.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -853889.312500 Penalty: 4493.463379
	Iteration 25Q: 3 clusters Score -853889.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -853896.250000 Penalty: 4493.463379
	Iteration 26Q: 3 clusters Score -853896.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -853901.187500 Penalty: 4493.463379
	Iteration 27Q: 3 clusters Score -853901.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -853902.625000 Penalty: 4493.463379
	Iteration 28Q: 3 clusters Score -853902.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -853906.187500 Penalty: 4493.463379
	Iteration 29Q: 3 clusters Score -853906.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -853906.000000 Penalty: 4493.463379
	Iteration 30Q: 3 clusters Score -853906 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -853906.375000 Penalty: 4493.463379
	Iteration 31Q: 3 clusters Score -853906.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -853908.812500 Penalty: 4493.463379
	Iteration 32Q: 3 clusters Score -853908.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -853912.062500 Penalty: 4493.463379
	Iteration 33Q: 3 clusters Score -853912.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -853915.062500 Penalty: 4493.463379
	Iteration 34Q: 3 clusters Score -853915.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -853918.500000 Penalty: 4493.463379
	Iteration 35Q: 3 clusters Score -853918.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -853920.500000 Penalty: 4493.463379
	Iteration 36Q: 3 clusters Score -853920.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -853920.500000 Penalty: 4493.463379
	Iteration 37Q: 3 clusters Score -853920.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -853923.687500 Penalty: 4493.463379
	Iteration 38Q: 3 clusters Score -853923.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -853927.812500 Penalty: 4493.463379
	Iteration 39Q: 3 clusters Score -853927.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -853928.375000 Penalty: 4493.463379
	Iteration 40F: 3 clusters Score -853928.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -853930.562500 Penalty: 4493.463379
	Iteration 41Q: 3 clusters Score -853930.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -853930.437500 Penalty: 4493.463379
	Iteration 42Q: 3 clusters Score -853930.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -853931.875000 Penalty: 4493.463379
	Iteration 43Q: 3 clusters Score -853931.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -853929.500000 Penalty: 4493.463379
	Iteration 44Q: 3 clusters Score -853929.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -853932.125000 Penalty: 4493.463379
	Iteration 45Q: 3 clusters Score -853932.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -853935.750000 Penalty: 4493.463379
	Iteration 46Q: 3 clusters Score -853935.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -853935.375000 Penalty: 4493.463379
	Iteration 47Q: 3 clusters Score -853935.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -853936.687500 Penalty: 4493.463379
	Iteration 48Q: 3 clusters Score -853936.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
Score: -853937.375000 Penalty: 4493.463379
	Iteration 49Q: 3 clusters Score -853937.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -853938.250000 Penalty: 4493.463379
	Iteration 50Q: 3 clusters Score -853938.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -853937.000000 Penalty: 4493.463379
	Iteration 51Q: 3 clusters Score -853937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -853936.625000 Penalty: 4493.463379
	Iteration 52Q: 3 clusters Score -853936.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -853938.375000 Penalty: 4493.463379
	Iteration 53Q: 3 clusters Score -853938.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -853940.437500 Penalty: 4493.463379
	Iteration 54Q: 3 clusters Score -853940.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -853939.437500 Penalty: 4493.463379
	Iteration 55Q: 3 clusters Score -853939.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -853940.437500 Penalty: 4493.463379
	Iteration 56Q: 3 clusters Score -853940.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -853941.125000 Penalty: 4493.463379
	Iteration 57Q: 3 clusters Score -853941.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -853940.250000 Penalty: 4493.463379
	Iteration 58Q: 3 clusters Score -853940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -853941.562500 Penalty: 4493.463379
	Iteration 59Q: 3 clusters Score -853941.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -853942.750000 Penalty: 4493.463379
	Iteration 60F: 3 clusters Score -853942.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -853942.000000 Penalty: 4493.463379
	Iteration 61Q: 3 clusters Score -853942 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -853943.375000 Penalty: 4493.463379
	Iteration 62Q: 3 clusters Score -853943.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -853944.312500 Penalty: 4493.463379
	Iteration 63Q: 3 clusters Score -853944.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -853944.625000 Penalty: 4493.463379
	Iteration 64Q: 3 clusters Score -853944.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -853946.062500 Penalty: 4493.463379
	Iteration 65Q: 3 clusters Score -853946.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -853947.187500 Penalty: 4493.463379
	Iteration 66Q: 3 clusters Score -853947.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -853948.812500 Penalty: 4493.463379
	Iteration 67Q: 3 clusters Score -853948.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -853953.312500 Penalty: 4493.463379
	Iteration 68Q: 3 clusters Score -853953.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -853956.250000 Penalty: 4493.463379
	Iteration 69Q: 3 clusters Score -853956.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -853958.562500 Penalty: 4493.463379
	Iteration 70Q: 3 clusters Score -853958.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -853962.687500 Penalty: 4493.463379
	Iteration 71Q: 3 clusters Score -853962.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -853965.750000 Penalty: 4493.463379
	Iteration 72Q: 3 clusters Score -853965.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -853965.562500 Penalty: 4493.463379
	Iteration 73Q: 3 clusters Score -853965.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -853965.500000 Penalty: 4493.463379
	Iteration 74Q: 3 clusters Score -853965.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -853967.562500 Penalty: 4493.463379
	Iteration 75Q: 3 clusters Score -853967.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -853967.125000 Penalty: 4493.463379
	Iteration 76Q: 3 clusters Score -853967.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -853969.500000 Penalty: 4493.463379
	Iteration 77Q: 3 clusters Score -853969.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -853969.437500 Penalty: 4493.463379
	Iteration 78Q: 3 clusters Score -853969.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -853970.187500 Penalty: 4493.463379
	Iteration 79Q: 3 clusters Score -853970.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -853971.500000 Penalty: 4493.463379
	Iteration 80F: 3 clusters Score -853971.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -853974.062500 Penalty: 4493.463379
	Iteration 81Q: 3 clusters Score -853974.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -853976.625000 Penalty: 4493.463379
	Iteration 82Q: 3 clusters Score -853976.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -853978.625000 Penalty: 4493.463379
	Iteration 83Q: 3 clusters Score -853978.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -853979.500000 Penalty: 4493.463379
	Iteration 84Q: 3 clusters Score -853979.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -853978.562500 Penalty: 4493.463379
	Iteration 85Q: 3 clusters Score -853978.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -853981.750000 Penalty: 4493.463379
	Iteration 86Q: 3 clusters Score -853981.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -853981.812500 Penalty: 4493.463379
	Iteration 87Q: 3 clusters Score -853981.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -853981.375000 Penalty: 4493.463379
	Iteration 88Q: 3 clusters Score -853981.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -853982.687500 Penalty: 4493.463379
	Iteration 89Q: 3 clusters Score -853982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -853982.687500 Penalty: 4493.463379
	Iteration 90Q: 3 clusters Score -853982.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -853984.625000 Penalty: 4493.463379
	Iteration 91Q: 3 clusters Score -853984.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -853985.187500 Penalty: 4493.463379
	Iteration 92Q: 3 clusters Score -853985.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -853986.125000 Penalty: 4493.463379
	Iteration 93Q: 3 clusters Score -853986.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -853986.625000 Penalty: 4493.463379
	Iteration 94Q: 3 clusters Score -853986.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -853986.562500 Penalty: 4493.463379
	Iteration 95Q: 3 clusters Score -853986.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -853989.062500 Penalty: 4493.463379
	Iteration 96Q: 3 clusters Score -853989.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -853990.875000 Penalty: 4493.463379
	Iteration 97Q: 3 clusters Score -853990.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -853991.125000 Penalty: 4493.463379
	Iteration 98Q: 3 clusters Score -853991.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -853992.687500 Penalty: 4493.463379
	Iteration 99Q: 3 clusters Score -853992.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -853993.437500 Penalty: 4493.463379
	Iteration 100F: 3 clusters Score -853993.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -853992.562500 Penalty: 4493.463379
	Iteration 101Q: 3 clusters Score -853992.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -853995.937500 Penalty: 4493.463379
	Iteration 102Q: 3 clusters Score -853995.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -853996.687500 Penalty: 4493.463379
	Iteration 103Q: 3 clusters Score -853996.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -853997.437500 Penalty: 4493.463379
	Iteration 104Q: 3 clusters Score -853997.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -853997.250000 Penalty: 4493.463379
	Iteration 105Q: 3 clusters Score -853997.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -854000.687500 Penalty: 4493.463379
	Iteration 106Q: 3 clusters Score -854000.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -853999.187500 Penalty: 4493.463379
	Iteration 107Q: 3 clusters Score -853999.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -854000.062500 Penalty: 4493.463379
	Iteration 108Q: 3 clusters Score -854000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -854002.562500 Penalty: 4493.463379
	Iteration 109Q: 3 clusters Score -854002.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -854000.062500 Penalty: 4493.463379
	Iteration 110Q: 3 clusters Score -854000.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -853999.875000 Penalty: 4493.463379
	Iteration 111Q: 3 clusters Score -853999.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -853999.125000 Penalty: 4493.463379
	Iteration 112Q: 3 clusters Score -853999.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -853999.562500 Penalty: 4493.463379
	Iteration 113Q: 3 clusters Score -853999.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -854000.812500 Penalty: 4493.463379
	Iteration 114Q: 3 clusters Score -854000.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -854000.812500 Penalty: 4493.463379
	Iteration 115F: 3 clusters Score -854000.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11532 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Entering Unmasked Estep 
Score: -1382496.500000 Penalty: 2319.514648
	Iteration 0F: 2 clusters Score -1382496 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1373894.875000 Penalty: 4639.029297
	Iteration 0F: 3 clusters Score -1373895 nChanged 4840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1376409.125000 Penalty: 4639.029297
	Iteration 1F: 3 clusters Score -1376409 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1376750.625000 Penalty: 4639.029297
	Iteration 2F: 3 clusters Score -1376751 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -1377047.250000 Penalty: 4639.029297
	Iteration 3F: 3 clusters Score -1377047 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1377343.875000 Penalty: 4639.029297
	Iteration 4F: 3 clusters Score -1377344 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1377635.875000 Penalty: 4639.029297
	Iteration 5Q: 3 clusters Score -1377636 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -1377920.500000 Penalty: 4639.029297
	Iteration 6Q: 3 clusters Score -1377920 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1378258.500000 Penalty: 4639.029297
	Iteration 7Q: 3 clusters Score -1378258 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1378599.375000 Penalty: 4639.029297
	Iteration 8Q: 3 clusters Score -1378599 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4629 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1378952.000000 Penalty: 4639.029297
	Iteration 9Q: 3 clusters Score -1378952 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -1379212.125000 Penalty: 4639.029297
	Iteration 10Q: 3 clusters Score -1379212 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1379418.875000 Penalty: 4639.029297
	Iteration 11Q: 3 clusters Score -1379419 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1379547.500000 Penalty: 4639.029297
	Iteration 12Q: 3 clusters Score -1379548 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1379625.625000 Penalty: 4639.029297
	Iteration 13Q: 3 clusters Score -1379626 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1379693.625000 Penalty: 4639.029297
	Iteration 14Q: 3 clusters Score -1379694 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -1379728.625000 Penalty: 4639.029297
	Iteration 15Q: 3 clusters Score -1379729 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1379757.875000 Penalty: 4639.029297
	Iteration 16Q: 3 clusters Score -1379758 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1379776.750000 Penalty: 4639.029297
	Iteration 17Q: 3 clusters Score -1379777 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1379793.875000 Penalty: 4639.029297
	Iteration 18Q: 3 clusters Score -1379794 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1379807.625000 Penalty: 4639.029297
	Iteration 19Q: 3 clusters Score -1379808 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1379824.875000 Penalty: 4639.029297
	Iteration 20F: 3 clusters Score -1379825 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1379842.000000 Penalty: 4639.029297
	Iteration 21Q: 3 clusters Score -1379842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 7873 members 
Entering Unmasked Estep 
Score: -1379859.125000 Penalty: 4639.029297
	Iteration 22Q: 3 clusters Score -1379859 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1379866.375000 Penalty: 4639.029297
	Iteration 23Q: 3 clusters Score -1379866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1379876.500000 Penalty: 4639.029297
	Iteration 24Q: 3 clusters Score -1379876 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -1379887.500000 Penalty: 4639.029297
	Iteration 25Q: 3 clusters Score -1379888 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1379902.875000 Penalty: 4639.029297
	Iteration 26Q: 3 clusters Score -1379903 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1379916.375000 Penalty: 4639.029297
	Iteration 27Q: 3 clusters Score -1379916 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1379928.250000 Penalty: 4639.029297
	Iteration 28Q: 3 clusters Score -1379928 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1379943.000000 Penalty: 4639.029297
	Iteration 29Q: 3 clusters Score -1379943 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1379954.500000 Penalty: 4639.029297
	Iteration 30Q: 3 clusters Score -1379954 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -1379968.875000 Penalty: 4639.029297
	Iteration 31Q: 3 clusters Score -1379969 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1379977.250000 Penalty: 4639.029297
	Iteration 32Q: 3 clusters Score -1379977 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -1379984.250000 Penalty: 4639.029297
	Iteration 33Q: 3 clusters Score -1379984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1379990.375000 Penalty: 4639.029297
	Iteration 34Q: 3 clusters Score -1379990 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1379997.000000 Penalty: 4639.029297
	Iteration 35Q: 3 clusters Score -1379997 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1380001.500000 Penalty: 4639.029297
	Iteration 36Q: 3 clusters Score -1380002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -1380007.875000 Penalty: 4639.029297
	Iteration 37Q: 3 clusters Score -1380008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1380011.500000 Penalty: 4639.029297
	Iteration 38Q: 3 clusters Score -1380012 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -1380024.500000 Penalty: 4639.029297
	Iteration 39Q: 3 clusters Score -1380024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -1380024.750000 Penalty: 4639.029297
	Iteration 40F: 3 clusters Score -1380025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -1380035.000000 Penalty: 4639.029297
	Iteration 41Q: 3 clusters Score -1380035 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1380043.875000 Penalty: 4639.029297
	Iteration 42Q: 3 clusters Score -1380044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 8545 members 
Entering Unmasked Estep 
Score: -1380048.250000 Penalty: 4639.029297
	Iteration 43Q: 3 clusters Score -1380048 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -1380054.875000 Penalty: 4639.029297
	Iteration 44Q: 3 clusters Score -1380055 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -1380064.125000 Penalty: 4639.029297
	Iteration 45Q: 3 clusters Score -1380064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -1380065.625000 Penalty: 4639.029297
	Iteration 46Q: 3 clusters Score -1380066 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -1380069.375000 Penalty: 4639.029297
	Iteration 47Q: 3 clusters Score -1380069 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -1380069.875000 Penalty: 4639.029297
	Iteration 48Q: 3 clusters Score -1380070 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -1380078.500000 Penalty: 4639.029297
	Iteration 49Q: 3 clusters Score -1380078 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 8693 members 
Entering Unmasked Estep 
Score: -1380082.375000 Penalty: 4639.029297
	Iteration 50Q: 3 clusters Score -1380082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -1380091.000000 Penalty: 4639.029297
	Iteration 51Q: 3 clusters Score -1380091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -1380092.875000 Penalty: 4639.029297
	Iteration 52Q: 3 clusters Score -1380093 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1380094.750000 Penalty: 4639.029297
	Iteration 53Q: 3 clusters Score -1380095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1380096.625000 Penalty: 4639.029297
	Iteration 54Q: 3 clusters Score -1380097 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8753 members 
Entering Unmasked Estep 
Score: -1380093.750000 Penalty: 4639.029297
	Iteration 55Q: 3 clusters Score -1380094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1380093.875000 Penalty: 4639.029297
	Iteration 56Q: 3 clusters Score -1380094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1380098.750000 Penalty: 4639.029297
	Iteration 57Q: 3 clusters Score -1380099 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 8786 members 
Entering Unmasked Estep 
Score: -1380104.625000 Penalty: 4639.029297
	Iteration 58Q: 3 clusters Score -1380105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -1380103.875000 Penalty: 4639.029297
	Iteration 59Q: 3 clusters Score -1380104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1380111.000000 Penalty: 4639.029297
	Iteration 60F: 3 clusters Score -1380111 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1380119.875000 Penalty: 4639.029297
	Iteration 61Q: 3 clusters Score -1380120 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1380120.750000 Penalty: 4639.029297
	Iteration 62Q: 3 clusters Score -1380121 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1380127.500000 Penalty: 4639.029297
	Iteration 63Q: 3 clusters Score -1380128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1380133.875000 Penalty: 4639.029297
	Iteration 64Q: 3 clusters Score -1380134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1380139.750000 Penalty: 4639.029297
	Iteration 65Q: 3 clusters Score -1380140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -1380147.875000 Penalty: 4639.029297
	Iteration 66Q: 3 clusters Score -1380148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -1380152.250000 Penalty: 4639.029297
	Iteration 67Q: 3 clusters Score -1380152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -1380157.625000 Penalty: 4639.029297
	Iteration 68Q: 3 clusters Score -1380158 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 9011 members 
Entering Unmasked Estep 
Score: -1380169.625000 Penalty: 4639.029297
	Iteration 69Q: 3 clusters Score -1380170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -1380177.625000 Penalty: 4639.029297
	Iteration 70Q: 3 clusters Score -1380178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1380180.875000 Penalty: 4639.029297
	Iteration 71Q: 3 clusters Score -1380181 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 9081 members 
Entering Unmasked Estep 
Score: -1380185.625000 Penalty: 4639.029297
	Iteration 72Q: 3 clusters Score -1380186 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1380190.625000 Penalty: 4639.029297
	Iteration 73Q: 3 clusters Score -1380191 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -1380199.000000 Penalty: 4639.029297
	Iteration 74Q: 3 clusters Score -1380199 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1380207.750000 Penalty: 4639.029297
	Iteration 75Q: 3 clusters Score -1380208 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1380215.000000 Penalty: 4639.029297
	Iteration 76Q: 3 clusters Score -1380215 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -1380216.375000 Penalty: 4639.029297
	Iteration 77Q: 3 clusters Score -1380216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 9201 members 
Entering Unmasked Estep 
Score: -1380222.125000 Penalty: 4639.029297
	Iteration 78Q: 3 clusters Score -1380222 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -1380227.250000 Penalty: 4639.029297
	Iteration 79Q: 3 clusters Score -1380227 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1380231.625000 Penalty: 4639.029297
	Iteration 80F: 3 clusters Score -1380232 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 9244 members 
Entering Unmasked Estep 
Score: -1380234.250000 Penalty: 4639.029297
	Iteration 81Q: 3 clusters Score -1380234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1380235.500000 Penalty: 4639.029297
	Iteration 82Q: 3 clusters Score -1380236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1380233.375000 Penalty: 4639.029297
	Iteration 83Q: 3 clusters Score -1380233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1380232.500000 Penalty: 4639.029297
	Iteration 84Q: 3 clusters Score -1380232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1380233.625000 Penalty: 4639.029297
	Iteration 85Q: 3 clusters Score -1380234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1380236.875000 Penalty: 4639.029297
	Iteration 86Q: 3 clusters Score -1380237 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -1380236.500000 Penalty: 4639.029297
	Iteration 87Q: 3 clusters Score -1380236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1380236.875000 Penalty: 4639.029297
	Iteration 88Q: 3 clusters Score -1380237 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -1380241.625000 Penalty: 4639.029297
	Iteration 89Q: 3 clusters Score -1380242 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1380243.000000 Penalty: 4639.029297
	Iteration 90Q: 3 clusters Score -1380243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -1380243.125000 Penalty: 4639.029297
	Iteration 91Q: 3 clusters Score -1380243 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1380242.875000 Penalty: 4639.029297
	Iteration 92Q: 3 clusters Score -1380243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1380244.250000 Penalty: 4639.029297
	Iteration 93Q: 3 clusters Score -1380244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -1380245.000000 Penalty: 4639.029297
	Iteration 94Q: 3 clusters Score -1380245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1380249.750000 Penalty: 4639.029297
	Iteration 95Q: 3 clusters Score -1380250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1380251.750000 Penalty: 4639.029297
	Iteration 96Q: 3 clusters Score -1380252 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1380253.625000 Penalty: 4639.029297
	Iteration 97Q: 3 clusters Score -1380254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1380255.500000 Penalty: 4639.029297
	Iteration 98Q: 3 clusters Score -1380256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -1380253.250000 Penalty: 4639.029297
	Iteration 99Q: 3 clusters Score -1380253 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -1380255.375000 Penalty: 4639.029297
	Iteration 100F: 3 clusters Score -1380255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1380255.250000 Penalty: 4639.029297
	Iteration 101Q: 3 clusters Score -1380255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1380255.250000 Penalty: 4639.029297
	Iteration 102Q: 3 clusters Score -1380255 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -1380258.125000 Penalty: 4639.029297
	Iteration 103Q: 3 clusters Score -1380258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -1380257.375000 Penalty: 4639.029297
	Iteration 104Q: 3 clusters Score -1380257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1380259.625000 Penalty: 4639.029297
	Iteration 105Q: 3 clusters Score -1380260 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1380258.750000 Penalty: 4639.029297
	Iteration 106Q: 3 clusters Score -1380259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1380262.875000 Penalty: 4639.029297
	Iteration 107Q: 3 clusters Score -1380263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1380260.875000 Penalty: 4639.029297
	Iteration 108Q: 3 clusters Score -1380261 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1380259.125000 Penalty: 4639.029297
	Iteration 109Q: 3 clusters Score -1380259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1380259.500000 Penalty: 4639.029297
	Iteration 110Q: 3 clusters Score -1380260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1380257.750000 Penalty: 4639.029297
	Iteration 111Q: 3 clusters Score -1380258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1380257.750000 Penalty: 4639.029297
	Iteration 112F: 3 clusters Score -1380258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (56513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56513 members 
Entering Unmasked Estep 
Score: -6745535.500000 Penalty: 2713.672119
	Iteration 0F: 2 clusters Score -6745536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28311 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -6707703.000000 Penalty: 5427.344238
	Iteration 0F: 3 clusters Score -6707703 nChanged 26169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28456 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -6722323.000000 Penalty: 5427.344238
	Iteration 1F: 3 clusters Score -6722323 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28529 members 
Mstep: Class 2 contains 27984 members 
Entering Unmasked Estep 
Score: -6722891.000000 Penalty: 5427.344238
	Iteration 2Q: 3 clusters Score -6722891 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28595 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -6723415.500000 Penalty: 5427.344238
	Iteration 3Q: 3 clusters Score -6723416 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -6723815.500000 Penalty: 5427.344238
	Iteration 4Q: 3 clusters Score -6723816 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 27720 members 
Entering Unmasked Estep 
Score: -6724232.500000 Penalty: 5427.344238
	Iteration 5Q: 3 clusters Score -6724232 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28907 members 
Mstep: Class 2 contains 27606 members 
Entering Unmasked Estep 
Score: -6724643.000000 Penalty: 5427.344238
	Iteration 6Q: 3 clusters Score -6724643 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -6725061.500000 Penalty: 5427.344238
	Iteration 7Q: 3 clusters Score -6725062 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29171 members 
Mstep: Class 2 contains 27342 members 
Entering Unmasked Estep 
Score: -6725620.000000 Penalty: 5427.344238
	Iteration 8Q: 3 clusters Score -6725620 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 27154 members 
Entering Unmasked Estep 
Score: -6726189.000000 Penalty: 5427.344238
	Iteration 9Q: 3 clusters Score -6726189 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29559 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -6727001.500000 Penalty: 5427.344238
	Iteration 10Q: 3 clusters Score -6727002 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29788 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -6728359.000000 Penalty: 5427.344238
	Iteration 11Q: 3 clusters Score -6728359 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 26558 members 
Entering Unmasked Estep 
Score: -6730312.000000 Penalty: 5427.344238
	Iteration 12Q: 3 clusters Score -6730312 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 26465 members 
Entering Unmasked Estep 
Score: -6732545.000000 Penalty: 5427.344238
	Iteration 13F: 3 clusters Score -6732545 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -6734504.000000 Penalty: 5427.344238
	Iteration 14F: 3 clusters Score -6734504 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -6735775.500000 Penalty: 5427.344238
	Iteration 15Q: 3 clusters Score -6735776 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 27092 members 
Entering Unmasked Estep 
Score: -6736524.500000 Penalty: 5427.344238
	Iteration 16Q: 3 clusters Score -6736524 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29091 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -6737179.500000 Penalty: 5427.344238
	Iteration 17Q: 3 clusters Score -6737180 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28716 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -6737964.000000 Penalty: 5427.344238
	Iteration 18Q: 3 clusters Score -6737964 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -6738807.500000 Penalty: 5427.344238
	Iteration 19Q: 3 clusters Score -6738808 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27694 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -6739697.000000 Penalty: 5427.344238
	Iteration 20F: 3 clusters Score -6739697 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 29375 members 
Entering Unmasked Estep 
Score: -6740468.500000 Penalty: 5427.344238
	Iteration 21Q: 3 clusters Score -6740468 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26490 members 
Mstep: Class 2 contains 30023 members 
Entering Unmasked Estep 
Score: -6741173.000000 Penalty: 5427.344238
	Iteration 22Q: 3 clusters Score -6741173 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25815 members 
Mstep: Class 2 contains 30698 members 
Entering Unmasked Estep 
Score: -6741848.000000 Penalty: 5427.344238
	Iteration 23Q: 3 clusters Score -6741848 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -6742336.500000 Penalty: 5427.344238
	Iteration 24Q: 3 clusters Score -6742336 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -6742648.000000 Penalty: 5427.344238
	Iteration 25Q: 3 clusters Score -6742648 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23970 members 
Mstep: Class 2 contains 32543 members 
Entering Unmasked Estep 
Score: -6742980.000000 Penalty: 5427.344238
	Iteration 26Q: 3 clusters Score -6742980 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -6743241.000000 Penalty: 5427.344238
	Iteration 27Q: 3 clusters Score -6743241 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 33774 members 
Entering Unmasked Estep 
Score: -6743494.000000 Penalty: 5427.344238
	Iteration 28Q: 3 clusters Score -6743494 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 34311 members 
Entering Unmasked Estep 
Score: -6743666.500000 Penalty: 5427.344238
	Iteration 29Q: 3 clusters Score -6743666 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -6743828.000000 Penalty: 5427.344238
	Iteration 30Q: 3 clusters Score -6743828 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -6743929.500000 Penalty: 5427.344238
	Iteration 31Q: 3 clusters Score -6743930 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 35595 members 
Entering Unmasked Estep 
Score: -6743995.500000 Penalty: 5427.344238
	Iteration 32Q: 3 clusters Score -6743996 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 35908 members 
Entering Unmasked Estep 
Score: -6744032.500000 Penalty: 5427.344238
	Iteration 33Q: 3 clusters Score -6744032 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -6744058.000000 Penalty: 5427.344238
	Iteration 34Q: 3 clusters Score -6744058 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20084 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -6744114.500000 Penalty: 5427.344238
	Iteration 35Q: 3 clusters Score -6744114 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 36662 members 
Entering Unmasked Estep 
Score: -6744145.000000 Penalty: 5427.344238
	Iteration 36Q: 3 clusters Score -6744145 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 36871 members 
Entering Unmasked Estep 
Score: -6744155.000000 Penalty: 5427.344238
	Iteration 37Q: 3 clusters Score -6744155 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -6744185.500000 Penalty: 5427.344238
	Iteration 38Q: 3 clusters Score -6744186 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19309 members 
Mstep: Class 2 contains 37204 members 
Entering Unmasked Estep 
Score: -6744205.000000 Penalty: 5427.344238
	Iteration 39Q: 3 clusters Score -6744205 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 37349 members 
Entering Unmasked Estep 
Score: -6744234.500000 Penalty: 5427.344238
	Iteration 40F: 3 clusters Score -6744234 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 37500 members 
Entering Unmasked Estep 
Score: -6744220.500000 Penalty: 5427.344238
	Iteration 41Q: 3 clusters Score -6744220 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 37637 members 
Entering Unmasked Estep 
Score: -6744223.500000 Penalty: 5427.344238
	Iteration 42Q: 3 clusters Score -6744224 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18760 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -6744243.000000 Penalty: 5427.344238
	Iteration 43Q: 3 clusters Score -6744243 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
Score: -6744257.500000 Penalty: 5427.344238
	Iteration 44Q: 3 clusters Score -6744258 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18563 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -6744270.000000 Penalty: 5427.344238
	Iteration 45Q: 3 clusters Score -6744270 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 38033 members 
Entering Unmasked Estep 
Score: -6744262.500000 Penalty: 5427.344238
	Iteration 46Q: 3 clusters Score -6744262 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18413 members 
Mstep: Class 2 contains 38100 members 
Entering Unmasked Estep 
Score: -6744268.500000 Penalty: 5427.344238
	Iteration 47Q: 3 clusters Score -6744268 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -6744267.500000 Penalty: 5427.344238
	Iteration 48Q: 3 clusters Score -6744268 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -6744271.000000 Penalty: 5427.344238
	Iteration 49Q: 3 clusters Score -6744271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 38269 members 
Entering Unmasked Estep 
Score: -6744262.000000 Penalty: 5427.344238
	Iteration 50Q: 3 clusters Score -6744262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 38308 members 
Entering Unmasked Estep 
Score: -6744266.500000 Penalty: 5427.344238
	Iteration 51Q: 3 clusters Score -6744266 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 38334 members 
Entering Unmasked Estep 
Score: -6744261.500000 Penalty: 5427.344238
	Iteration 52Q: 3 clusters Score -6744262 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18156 members 
Mstep: Class 2 contains 38357 members 
Entering Unmasked Estep 
Score: -6744280.000000 Penalty: 5427.344238
	Iteration 53Q: 3 clusters Score -6744280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -6744276.500000 Penalty: 5427.344238
	Iteration 54Q: 3 clusters Score -6744276 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -6744289.000000 Penalty: 5427.344238
	Iteration 55Q: 3 clusters Score -6744289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -6744296.000000 Penalty: 5427.344238
	Iteration 56Q: 3 clusters Score -6744296 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 38424 members 
Entering Unmasked Estep 
Score: -6744297.000000 Penalty: 5427.344238
	Iteration 57Q: 3 clusters Score -6744297 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 38432 members 
Entering Unmasked Estep 
Score: -6744289.000000 Penalty: 5427.344238
	Iteration 58Q: 3 clusters Score -6744289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 38438 members 
Entering Unmasked Estep 
Score: -6744288.500000 Penalty: 5427.344238
	Iteration 59Q: 3 clusters Score -6744288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 38442 members 
Entering Unmasked Estep 
Score: -6744286.500000 Penalty: 5427.344238
	Iteration 60F: 3 clusters Score -6744286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -6744289.500000 Penalty: 5427.344238
	Iteration 61Q: 3 clusters Score -6744290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
Score: -6744286.500000 Penalty: 5427.344238
	Iteration 62Q: 3 clusters Score -6744286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 38454 members 
Entering Unmasked Estep 
Score: -6744290.500000 Penalty: 5427.344238
	Iteration 63Q: 3 clusters Score -6744290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -6744294.000000 Penalty: 5427.344238
	Iteration 64Q: 3 clusters Score -6744294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 38460 members 
Entering Unmasked Estep 
Score: -6744292.500000 Penalty: 5427.344238
	Iteration 65Q: 3 clusters Score -6744292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 38463 members 
Entering Unmasked Estep 
Score: -6744295.000000 Penalty: 5427.344238
	Iteration 66Q: 3 clusters Score -6744295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -6744295.000000 Penalty: 5427.344238
	Iteration 67Q: 3 clusters Score -6744295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -6744297.000000 Penalty: 5427.344238
	Iteration 68Q: 3 clusters Score -6744297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -6744297.000000 Penalty: 5427.344238
	Iteration 69F: 3 clusters Score -6744297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (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: -894225.937500 Penalty: 2292.096436
	Iteration 0F: 2 clusters Score -894225.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -886408.875000 Penalty: 4584.192871
	Iteration 0F: 3 clusters Score -886408.9 nChanged 4398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -889783.812500 Penalty: 4584.192871
	Iteration 1F: 3 clusters Score -889783.8 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -891829.687500 Penalty: 4584.192871
	Iteration 2F: 3 clusters Score -891829.7 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 3756 members 
Entering Unmasked Estep 
Score: -893535.125000 Penalty: 4584.192871
	Iteration 3F: 3 clusters Score -893535.1 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -894187.500000 Penalty: 4584.192871
	Iteration 4F: 3 clusters Score -894187.5 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -894447.687500 Penalty: 4584.192871
	Iteration 5Q: 3 clusters Score -894447.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -894580.312500 Penalty: 4584.192871
	Iteration 6Q: 3 clusters Score -894580.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -894647.312500 Penalty: 4584.192871
	Iteration 7Q: 3 clusters Score -894647.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7479 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -894691.750000 Penalty: 4584.192871
	Iteration 8Q: 3 clusters Score -894691.8 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -894722.062500 Penalty: 4584.192871
	Iteration 9Q: 3 clusters Score -894722.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -894747.125000 Penalty: 4584.192871
	Iteration 10Q: 3 clusters Score -894747.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -894771.875000 Penalty: 4584.192871
	Iteration 11Q: 3 clusters Score -894771.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -894798.437500 Penalty: 4584.192871
	Iteration 12Q: 3 clusters Score -894798.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -894823.000000 Penalty: 4584.192871
	Iteration 13Q: 3 clusters Score -894823 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -894841.812500 Penalty: 4584.192871
	Iteration 14Q: 3 clusters Score -894841.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8077 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -894865.000000 Penalty: 4584.192871
	Iteration 15Q: 3 clusters Score -894865 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -894878.750000 Penalty: 4584.192871
	Iteration 16Q: 3 clusters Score -894878.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -894899.187500 Penalty: 4584.192871
	Iteration 17Q: 3 clusters Score -894899.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -894923.937500 Penalty: 4584.192871
	Iteration 18Q: 3 clusters Score -894923.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -894948.437500 Penalty: 4584.192871
	Iteration 19Q: 3 clusters Score -894948.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -894966.312500 Penalty: 4584.192871
	Iteration 20F: 3 clusters Score -894966.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -894981.062500 Penalty: 4584.192871
	Iteration 21Q: 3 clusters Score -894981.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -894996.562500 Penalty: 4584.192871
	Iteration 22Q: 3 clusters Score -894996.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -895011.812500 Penalty: 4584.192871
	Iteration 23Q: 3 clusters Score -895011.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -895019.500000 Penalty: 4584.192871
	Iteration 24Q: 3 clusters Score -895019.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -895023.500000 Penalty: 4584.192871
	Iteration 25Q: 3 clusters Score -895023.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8649 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -895027.687500 Penalty: 4584.192871
	Iteration 26Q: 3 clusters Score -895027.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -895027.250000 Penalty: 4584.192871
	Iteration 27Q: 3 clusters Score -895027.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -895031.500000 Penalty: 4584.192871
	Iteration 28Q: 3 clusters Score -895031.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -895032.687500 Penalty: 4584.192871
	Iteration 29Q: 3 clusters Score -895032.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -895037.125000 Penalty: 4584.192871
	Iteration 30Q: 3 clusters Score -895037.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -895037.312500 Penalty: 4584.192871
	Iteration 31Q: 3 clusters Score -895037.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -895037.625000 Penalty: 4584.192871
	Iteration 32Q: 3 clusters Score -895037.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -895040.562500 Penalty: 4584.192871
	Iteration 33Q: 3 clusters Score -895040.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -895041.812500 Penalty: 4584.192871
	Iteration 34Q: 3 clusters Score -895041.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -895041.750000 Penalty: 4584.192871
	Iteration 35Q: 3 clusters Score -895041.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -895043.562500 Penalty: 4584.192871
	Iteration 36Q: 3 clusters Score -895043.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -895044.312500 Penalty: 4584.192871
	Iteration 37Q: 3 clusters Score -895044.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -895042.625000 Penalty: 4584.192871
	Iteration 38Q: 3 clusters Score -895042.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -895042.187500 Penalty: 4584.192871
	Iteration 39Q: 3 clusters Score -895042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -895043.875000 Penalty: 4584.192871
	Iteration 40F: 3 clusters Score -895043.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -895044.625000 Penalty: 4584.192871
	Iteration 41Q: 3 clusters Score -895044.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -895043.062500 Penalty: 4584.192871
	Iteration 42Q: 3 clusters Score -895043.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -895044.625000 Penalty: 4584.192871
	Iteration 43Q: 3 clusters Score -895044.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -895044.812500 Penalty: 4584.192871
	Iteration 44Q: 3 clusters Score -895044.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -895043.625000 Penalty: 4584.192871
	Iteration 45Q: 3 clusters Score -895043.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -895043.625000 Penalty: 4584.192871
	Iteration 46F: 3 clusters Score -895043.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11605 members 
Mstep: Class 3 contains 20311 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 190908 members 
Mstep: Class 6 contains 22290 members 
Mstep: Class 7 contains 25760 members 
Mstep: Class 8 contains 302164 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 81462 members 
Mstep: Class 11 contains 14204 members 
Mstep: Class 12 contains 45234 members 
Mstep: Class 13 contains 37415 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 11532 members 
Mstep: Class 18 contains 56513 members 
Mstep: Class 19 contains 8769 members 
Mstep: Class 20 contains 18793 members 
Mstep: Class 21 contains 181307 members 
Mstep: Class 22 contains 2286 members 
Mstep: Class 23 contains 1272 members 
Mstep: Class 24 contains 23556 members 
Mstep: Class 25 contains 297173 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 5446 members 
Mstep: Class 28 contains 1556 members 
Entering Unmasked Estep 
Score: -161453456.000000 Penalty: 98363.328125
Splitting cluster 19 changes total score from -161452240.000000 to -161453456.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 20 (18793 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Entering Unmasked Estep 
Score: -2108529.250000 Penalty: 2440.627441
	Iteration 0F: 2 clusters Score -2108529 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2095307.750000 Penalty: 4881.254883
	Iteration 0F: 3 clusters Score -2095308 nChanged 8223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2099960.000000 Penalty: 4881.254883
	Iteration 1F: 3 clusters Score -2099960 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -2100650.250000 Penalty: 4881.254883
	Iteration 2F: 3 clusters Score -2100650 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2101302.000000 Penalty: 4881.254883
	Iteration 3F: 3 clusters Score -2101302 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -2102042.250000 Penalty: 4881.254883
	Iteration 4F: 3 clusters Score -2102042 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -2102767.000000 Penalty: 4881.254883
	Iteration 5F: 3 clusters Score -2102767 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -2103442.000000 Penalty: 4881.254883
	Iteration 6F: 3 clusters Score -2103442 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2104037.750000 Penalty: 4881.254883
	Iteration 7F: 3 clusters Score -2104038 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -2104545.500000 Penalty: 4881.254883
	Iteration 8Q: 3 clusters Score -2104546 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 11756 members 
Entering Unmasked Estep 
Score: -2104901.500000 Penalty: 4881.254883
	Iteration 9Q: 3 clusters Score -2104902 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 12008 members 
Entering Unmasked Estep 
Score: -2105144.250000 Penalty: 4881.254883
	Iteration 10Q: 3 clusters Score -2105144 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6564 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2105301.750000 Penalty: 4881.254883
	Iteration 11Q: 3 clusters Score -2105302 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 12407 members 
Entering Unmasked Estep 
Score: -2105412.000000 Penalty: 4881.254883
	Iteration 12Q: 3 clusters Score -2105412 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2105496.250000 Penalty: 4881.254883
	Iteration 13Q: 3 clusters Score -2105496 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2105552.000000 Penalty: 4881.254883
	Iteration 14Q: 3 clusters Score -2105552 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2105599.500000 Penalty: 4881.254883
	Iteration 15Q: 3 clusters Score -2105600 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2105637.750000 Penalty: 4881.254883
	Iteration 16Q: 3 clusters Score -2105638 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2105665.750000 Penalty: 4881.254883
	Iteration 17Q: 3 clusters Score -2105666 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -2105678.750000 Penalty: 4881.254883
	Iteration 18Q: 3 clusters Score -2105679 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2105696.750000 Penalty: 4881.254883
	Iteration 19Q: 3 clusters Score -2105697 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2105717.000000 Penalty: 4881.254883
	Iteration 20F: 3 clusters Score -2105717 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2105733.500000 Penalty: 4881.254883
	Iteration 21Q: 3 clusters Score -2105734 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 13440 members 
Entering Unmasked Estep 
Score: -2105743.250000 Penalty: 4881.254883
	Iteration 22Q: 3 clusters Score -2105743 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -2105759.500000 Penalty: 4881.254883
	Iteration 23Q: 3 clusters Score -2105760 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -2105772.000000 Penalty: 4881.254883
	Iteration 24Q: 3 clusters Score -2105772 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -2105780.750000 Penalty: 4881.254883
	Iteration 25Q: 3 clusters Score -2105781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -2105789.500000 Penalty: 4881.254883
	Iteration 26Q: 3 clusters Score -2105790 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -2105802.000000 Penalty: 4881.254883
	Iteration 27Q: 3 clusters Score -2105802 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2105818.250000 Penalty: 4881.254883
	Iteration 28Q: 3 clusters Score -2105818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -2105830.000000 Penalty: 4881.254883
	Iteration 29Q: 3 clusters Score -2105830 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -2105841.750000 Penalty: 4881.254883
	Iteration 30Q: 3 clusters Score -2105842 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -2105861.000000 Penalty: 4881.254883
	Iteration 31Q: 3 clusters Score -2105861 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2105880.000000 Penalty: 4881.254883
	Iteration 32Q: 3 clusters Score -2105880 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4636 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -2105892.250000 Penalty: 4881.254883
	Iteration 33Q: 3 clusters Score -2105892 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -2105918.000000 Penalty: 4881.254883
	Iteration 34Q: 3 clusters Score -2105918 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2105937.500000 Penalty: 4881.254883
	Iteration 35Q: 3 clusters Score -2105938 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4400 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -2105949.250000 Penalty: 4881.254883
	Iteration 36Q: 3 clusters Score -2105949 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2105964.500000 Penalty: 4881.254883
	Iteration 37Q: 3 clusters Score -2105964 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -2105991.250000 Penalty: 4881.254883
	Iteration 38Q: 3 clusters Score -2105991 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2106005.250000 Penalty: 4881.254883
	Iteration 39Q: 3 clusters Score -2106005 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2106030.250000 Penalty: 4881.254883
	Iteration 40F: 3 clusters Score -2106030 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2106053.250000 Penalty: 4881.254883
	Iteration 41Q: 3 clusters Score -2106053 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -2106071.000000 Penalty: 4881.254883
	Iteration 42Q: 3 clusters Score -2106071 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -2106098.500000 Penalty: 4881.254883
	Iteration 43Q: 3 clusters Score -2106098 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2106110.750000 Penalty: 4881.254883
	Iteration 44Q: 3 clusters Score -2106111 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 15186 members 
Entering Unmasked Estep 
Score: -2106146.500000 Penalty: 4881.254883
	Iteration 45Q: 3 clusters Score -2106146 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2106177.250000 Penalty: 4881.254883
	Iteration 46Q: 3 clusters Score -2106177 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -2106199.250000 Penalty: 4881.254883
	Iteration 47Q: 3 clusters Score -2106199 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2106215.250000 Penalty: 4881.254883
	Iteration 48Q: 3 clusters Score -2106215 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2106241.000000 Penalty: 4881.254883
	Iteration 49Q: 3 clusters Score -2106241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2106245.750000 Penalty: 4881.254883
	Iteration 50Q: 3 clusters Score -2106246 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -2106250.750000 Penalty: 4881.254883
	Iteration 51Q: 3 clusters Score -2106251 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2106273.750000 Penalty: 4881.254883
	Iteration 52Q: 3 clusters Score -2106274 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -2106281.500000 Penalty: 4881.254883
	Iteration 53Q: 3 clusters Score -2106282 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2106297.000000 Penalty: 4881.254883
	Iteration 54Q: 3 clusters Score -2106297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2106318.500000 Penalty: 4881.254883
	Iteration 55Q: 3 clusters Score -2106318 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 15913 members 
Entering Unmasked Estep 
Score: -2106341.250000 Penalty: 4881.254883
	Iteration 56Q: 3 clusters Score -2106341 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2106375.750000 Penalty: 4881.254883
	Iteration 57Q: 3 clusters Score -2106376 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2106392.000000 Penalty: 4881.254883
	Iteration 58Q: 3 clusters Score -2106392 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2106418.500000 Penalty: 4881.254883
	Iteration 59Q: 3 clusters Score -2106418 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2106444.750000 Penalty: 4881.254883
	Iteration 60F: 3 clusters Score -2106445 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -2106464.250000 Penalty: 4881.254883
	Iteration 61Q: 3 clusters Score -2106464 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 16321 members 
Entering Unmasked Estep 
Score: -2106491.000000 Penalty: 4881.254883
	Iteration 62Q: 3 clusters Score -2106491 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -2106523.000000 Penalty: 4881.254883
	Iteration 63Q: 3 clusters Score -2106523 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2106559.250000 Penalty: 4881.254883
	Iteration 64Q: 3 clusters Score -2106559 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2106585.500000 Penalty: 4881.254883
	Iteration 65Q: 3 clusters Score -2106586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -2106608.500000 Penalty: 4881.254883
	Iteration 66Q: 3 clusters Score -2106608 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -2106631.750000 Penalty: 4881.254883
	Iteration 67Q: 3 clusters Score -2106632 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16715 members 
Entering Unmasked Estep 
Score: -2106663.750000 Penalty: 4881.254883
	Iteration 68Q: 3 clusters Score -2106664 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2106690.750000 Penalty: 4881.254883
	Iteration 69Q: 3 clusters Score -2106691 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2106705.500000 Penalty: 4881.254883
	Iteration 70Q: 3 clusters Score -2106706 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2106721.500000 Penalty: 4881.254883
	Iteration 71Q: 3 clusters Score -2106722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -2106731.000000 Penalty: 4881.254883
	Iteration 72Q: 3 clusters Score -2106731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2106743.000000 Penalty: 4881.254883
	Iteration 73Q: 3 clusters Score -2106743 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -2106748.750000 Penalty: 4881.254883
	Iteration 74Q: 3 clusters Score -2106749 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2106758.750000 Penalty: 4881.254883
	Iteration 75Q: 3 clusters Score -2106759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2106770.000000 Penalty: 4881.254883
	Iteration 76Q: 3 clusters Score -2106770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2106772.750000 Penalty: 4881.254883
	Iteration 77Q: 3 clusters Score -2106773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2106779.250000 Penalty: 4881.254883
	Iteration 78Q: 3 clusters Score -2106779 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -2106790.250000 Penalty: 4881.254883
	Iteration 79Q: 3 clusters Score -2106790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -2106798.250000 Penalty: 4881.254883
	Iteration 80F: 3 clusters Score -2106798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2106802.000000 Penalty: 4881.254883
	Iteration 81Q: 3 clusters Score -2106802 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2106807.750000 Penalty: 4881.254883
	Iteration 82Q: 3 clusters Score -2106808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -2106808.500000 Penalty: 4881.254883
	Iteration 83Q: 3 clusters Score -2106808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -2106813.250000 Penalty: 4881.254883
	Iteration 84Q: 3 clusters Score -2106813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -2106816.000000 Penalty: 4881.254883
	Iteration 85Q: 3 clusters Score -2106816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -2106818.500000 Penalty: 4881.254883
	Iteration 86Q: 3 clusters Score -2106818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17146 members 
Entering Unmasked Estep 
Score: -2106823.750000 Penalty: 4881.254883
	Iteration 87Q: 3 clusters Score -2106824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -2106825.500000 Penalty: 4881.254883
	Iteration 88Q: 3 clusters Score -2106826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17160 members 
Entering Unmasked Estep 
Score: -2106829.000000 Penalty: 4881.254883
	Iteration 89Q: 3 clusters Score -2106829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2106832.750000 Penalty: 4881.254883
	Iteration 90Q: 3 clusters Score -2106833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2106832.250000 Penalty: 4881.254883
	Iteration 91Q: 3 clusters Score -2106832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17181 members 
Entering Unmasked Estep 
Score: -2106834.500000 Penalty: 4881.254883
	Iteration 92Q: 3 clusters Score -2106834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2106840.750000 Penalty: 4881.254883
	Iteration 93Q: 3 clusters Score -2106841 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2106841.000000 Penalty: 4881.254883
	Iteration 94Q: 3 clusters Score -2106841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2106841.750000 Penalty: 4881.254883
	Iteration 95Q: 3 clusters Score -2106842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2106840.000000 Penalty: 4881.254883
	Iteration 96Q: 3 clusters Score -2106840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2106842.500000 Penalty: 4881.254883
	Iteration 97Q: 3 clusters Score -2106842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 17203 members 
Entering Unmasked Estep 
Score: -2106840.500000 Penalty: 4881.254883
	Iteration 98Q: 3 clusters Score -2106840 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 17205 members 
Entering Unmasked Estep 
Score: -2106844.750000 Penalty: 4881.254883
	Iteration 99Q: 3 clusters Score -2106845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2106849.000000 Penalty: 4881.254883
	Iteration 100F: 3 clusters Score -2106849 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 17219 members 
Entering Unmasked Estep 
Score: -2106852.750000 Penalty: 4881.254883
	Iteration 101Q: 3 clusters Score -2106853 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 17226 members 
Entering Unmasked Estep 
Score: -2106853.500000 Penalty: 4881.254883
	Iteration 102Q: 3 clusters Score -2106854 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17237 members 
Entering Unmasked Estep 
Score: -2106856.250000 Penalty: 4881.254883
	Iteration 103Q: 3 clusters Score -2106856 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -2106867.500000 Penalty: 4881.254883
	Iteration 104Q: 3 clusters Score -2106868 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2106869.750000 Penalty: 4881.254883
	Iteration 105Q: 3 clusters Score -2106870 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2106872.000000 Penalty: 4881.254883
	Iteration 106Q: 3 clusters Score -2106872 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -2106877.250000 Penalty: 4881.254883
	Iteration 107Q: 3 clusters Score -2106877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2106882.500000 Penalty: 4881.254883
	Iteration 108Q: 3 clusters Score -2106882 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2106884.500000 Penalty: 4881.254883
	Iteration 109Q: 3 clusters Score -2106884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -2106887.750000 Penalty: 4881.254883
	Iteration 110Q: 3 clusters Score -2106888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2106888.000000 Penalty: 4881.254883
	Iteration 111Q: 3 clusters Score -2106888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2106890.250000 Penalty: 4881.254883
	Iteration 112Q: 3 clusters Score -2106890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2106890.000000 Penalty: 4881.254883
	Iteration 113Q: 3 clusters Score -2106890 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2106892.000000 Penalty: 4881.254883
	Iteration 114Q: 3 clusters Score -2106892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2106895.750000 Penalty: 4881.254883
	Iteration 115Q: 3 clusters Score -2106896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -2106897.500000 Penalty: 4881.254883
	Iteration 116Q: 3 clusters Score -2106898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2106899.000000 Penalty: 4881.254883
	Iteration 117Q: 3 clusters Score -2106899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2106897.500000 Penalty: 4881.254883
	Iteration 118Q: 3 clusters Score -2106898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2106897.500000 Penalty: 4881.254883
	Iteration 119Q: 3 clusters Score -2106898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2106898.000000 Penalty: 4881.254883
	Iteration 120F: 3 clusters Score -2106898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2106900.000000 Penalty: 4881.254883
	Iteration 121Q: 3 clusters Score -2106900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -2106901.750000 Penalty: 4881.254883
	Iteration 122Q: 3 clusters Score -2106902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2106898.500000 Penalty: 4881.254883
	Iteration 123Q: 3 clusters Score -2106898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -2106898.750000 Penalty: 4881.254883
	Iteration 124Q: 3 clusters Score -2106899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 17350 members 
Entering Unmasked Estep 
Score: -2106898.750000 Penalty: 4881.254883
	Iteration 125Q: 3 clusters Score -2106899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2106899.000000 Penalty: 4881.254883
	Iteration 126Q: 3 clusters Score -2106899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -2106897.500000 Penalty: 4881.254883
	Iteration 127Q: 3 clusters Score -2106898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2106897.750000 Penalty: 4881.254883
	Iteration 128Q: 3 clusters Score -2106898 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2106897.000000 Penalty: 4881.254883
	Iteration 129Q: 3 clusters Score -2106897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2106900.500000 Penalty: 4881.254883
	Iteration 130Q: 3 clusters Score -2106900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2106900.500000 Penalty: 4881.254883
	Iteration 131F: 3 clusters Score -2106900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (181307 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181307 members 
Entering Unmasked Estep 
Score: -21355512.000000 Penalty: 3002.770996
	Iteration 0F: 2 clusters Score -2.135551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90890 members 
Mstep: Class 2 contains 90417 members 
Entering Unmasked Estep 
Score: -21235508.000000 Penalty: 6005.541992
	Iteration 0F: 3 clusters Score -2.123551e+07 nChanged 87003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94791 members 
Mstep: Class 2 contains 86516 members 
Entering Unmasked Estep 
Score: -21286738.000000 Penalty: 6005.541992
	Iteration 1F: 3 clusters Score -2.128674e+07 nChanged 5829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97204 members 
Mstep: Class 2 contains 84103 members 
Entering Unmasked Estep 
Score: -21288194.000000 Penalty: 6005.541992
	Iteration 2Q: 3 clusters Score -2.128819e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100909 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -21290230.000000 Penalty: 6005.541992
	Iteration 3Q: 3 clusters Score -2.129023e+07 nChanged 7644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106449 members 
Mstep: Class 2 contains 74858 members 
Entering Unmasked Estep 
Score: -21293204.000000 Penalty: 6005.541992
	Iteration 4Q: 3 clusters Score -2.12932e+07 nChanged 9728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114471 members 
Mstep: Class 2 contains 66836 members 
Entering Unmasked Estep 
Score: -21298464.000000 Penalty: 6005.541992
	Iteration 5F: 3 clusters Score -2.129846e+07 nChanged 12206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125195 members 
Mstep: Class 2 contains 56112 members 
Entering Unmasked Estep 
Score: -21306836.000000 Penalty: 6005.541992
	Iteration 6F: 3 clusters Score -2.130684e+07 nChanged 13599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137566 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -21317686.000000 Penalty: 6005.541992
	Iteration 7F: 3 clusters Score -2.131769e+07 nChanged 13004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149578 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -21329416.000000 Penalty: 6005.541992
	Iteration 8F: 3 clusters Score -2.132942e+07 nChanged 10264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159124 members 
Mstep: Class 2 contains 22183 members 
Entering Unmasked Estep 
Score: -21338988.000000 Penalty: 6005.541992
	Iteration 9F: 3 clusters Score -2.133899e+07 nChanged 6940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165522 members 
Mstep: Class 2 contains 15785 members 
Entering Unmasked Estep 
Score: -21345056.000000 Penalty: 6005.541992
	Iteration 10Q: 3 clusters Score -2.134506e+07 nChanged 4217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169297 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -21348452.000000 Penalty: 6005.541992
	Iteration 11Q: 3 clusters Score -2.134845e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171502 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -21350444.000000 Penalty: 6005.541992
	Iteration 12Q: 3 clusters Score -2.135044e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172989 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -21351588.000000 Penalty: 6005.541992
	Iteration 13Q: 3 clusters Score -2.135159e+07 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174060 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -21352254.000000 Penalty: 6005.541992
	Iteration 14Q: 3 clusters Score -2.135225e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174811 members 
Mstep: Class 2 contains 6496 members 
Entering Unmasked Estep 
Score: -21352590.000000 Penalty: 6005.541992
	Iteration 15Q: 3 clusters Score -2.135259e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175378 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -21352826.000000 Penalty: 6005.541992
	Iteration 16Q: 3 clusters Score -2.135283e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175831 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -21352994.000000 Penalty: 6005.541992
	Iteration 17Q: 3 clusters Score -2.135299e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176224 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -21353130.000000 Penalty: 6005.541992
	Iteration 18Q: 3 clusters Score -2.135313e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176534 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -21353206.000000 Penalty: 6005.541992
	Iteration 19Q: 3 clusters Score -2.135321e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176792 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -21353252.000000 Penalty: 6005.541992
	Iteration 20F: 3 clusters Score -2.135325e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177029 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -21353312.000000 Penalty: 6005.541992
	Iteration 21Q: 3 clusters Score -2.135331e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177240 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -21353316.000000 Penalty: 6005.541992
	Iteration 22Q: 3 clusters Score -2.135332e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177414 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -21353336.000000 Penalty: 6005.541992
	Iteration 23Q: 3 clusters Score -2.135334e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177570 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -21353356.000000 Penalty: 6005.541992
	Iteration 24Q: 3 clusters Score -2.135336e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177699 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -21353372.000000 Penalty: 6005.541992
	Iteration 25Q: 3 clusters Score -2.135337e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177806 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -21353382.000000 Penalty: 6005.541992
	Iteration 26Q: 3 clusters Score -2.135338e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177909 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -21353420.000000 Penalty: 6005.541992
	Iteration 27Q: 3 clusters Score -2.135342e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177990 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -21353442.000000 Penalty: 6005.541992
	Iteration 28Q: 3 clusters Score -2.135344e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178046 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -21353474.000000 Penalty: 6005.541992
	Iteration 29Q: 3 clusters Score -2.135347e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178100 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -21353482.000000 Penalty: 6005.541992
	Iteration 30Q: 3 clusters Score -2.135348e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178141 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -21353458.000000 Penalty: 6005.541992
	Iteration 31Q: 3 clusters Score -2.135346e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178175 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -21353456.000000 Penalty: 6005.541992
	Iteration 32Q: 3 clusters Score -2.135346e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178198 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -21353456.000000 Penalty: 6005.541992
	Iteration 33Q: 3 clusters Score -2.135346e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178223 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -21353470.000000 Penalty: 6005.541992
	Iteration 34Q: 3 clusters Score -2.135347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178244 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -21353458.000000 Penalty: 6005.541992
	Iteration 35Q: 3 clusters Score -2.135346e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178266 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -21353466.000000 Penalty: 6005.541992
	Iteration 36Q: 3 clusters Score -2.135347e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178290 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -21353492.000000 Penalty: 6005.541992
	Iteration 37Q: 3 clusters Score -2.135349e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178310 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -21353478.000000 Penalty: 6005.541992
	Iteration 38Q: 3 clusters Score -2.135348e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178326 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -21353486.000000 Penalty: 6005.541992
	Iteration 39Q: 3 clusters Score -2.135349e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178345 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -21353474.000000 Penalty: 6005.541992
	Iteration 40F: 3 clusters Score -2.135347e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178364 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -21353462.000000 Penalty: 6005.541992
	Iteration 41Q: 3 clusters Score -2.135346e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178390 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -21353450.000000 Penalty: 6005.541992
	Iteration 42Q: 3 clusters Score -2.135345e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178403 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -21353458.000000 Penalty: 6005.541992
	Iteration 43Q: 3 clusters Score -2.135346e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178416 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -21353454.000000 Penalty: 6005.541992
	Iteration 44Q: 3 clusters Score -2.135345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178435 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -21353456.000000 Penalty: 6005.541992
	Iteration 45Q: 3 clusters Score -2.135346e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178451 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -21353452.000000 Penalty: 6005.541992
	Iteration 46Q: 3 clusters Score -2.135345e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178471 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -21353446.000000 Penalty: 6005.541992
	Iteration 47Q: 3 clusters Score -2.135345e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178494 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -21353442.000000 Penalty: 6005.541992
	Iteration 48Q: 3 clusters Score -2.135344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178513 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -21353442.000000 Penalty: 6005.541992
	Iteration 49Q: 3 clusters Score -2.135344e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178534 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -21353438.000000 Penalty: 6005.541992
	Iteration 50Q: 3 clusters Score -2.135344e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178552 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -21353434.000000 Penalty: 6005.541992
	Iteration 51Q: 3 clusters Score -2.135343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178565 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -21353442.000000 Penalty: 6005.541992
	Iteration 52Q: 3 clusters Score -2.135344e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178581 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -21353434.000000 Penalty: 6005.541992
	Iteration 53Q: 3 clusters Score -2.135343e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178599 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -21353440.000000 Penalty: 6005.541992
	Iteration 54Q: 3 clusters Score -2.135344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178614 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -21353436.000000 Penalty: 6005.541992
	Iteration 55Q: 3 clusters Score -2.135344e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178625 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -21353446.000000 Penalty: 6005.541992
	Iteration 56Q: 3 clusters Score -2.135345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178634 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -21353458.000000 Penalty: 6005.541992
	Iteration 57Q: 3 clusters Score -2.135346e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178639 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -21353458.000000 Penalty: 6005.541992
	Iteration 58Q: 3 clusters Score -2.135346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178647 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -21353436.000000 Penalty: 6005.541992
	Iteration 59Q: 3 clusters Score -2.135344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178651 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -21353438.000000 Penalty: 6005.541992
	Iteration 60F: 3 clusters Score -2.135344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178660 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -21353442.000000 Penalty: 6005.541992
	Iteration 61Q: 3 clusters Score -2.135344e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178666 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -21353444.000000 Penalty: 6005.541992
	Iteration 62Q: 3 clusters Score -2.135344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178670 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -21353432.000000 Penalty: 6005.541992
	Iteration 63Q: 3 clusters Score -2.135343e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178677 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -21353430.000000 Penalty: 6005.541992
	Iteration 64Q: 3 clusters Score -2.135343e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178684 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -21353450.000000 Penalty: 6005.541992
	Iteration 65Q: 3 clusters Score -2.135345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178690 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -21353452.000000 Penalty: 6005.541992
	Iteration 66Q: 3 clusters Score -2.135345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178695 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -21353438.000000 Penalty: 6005.541992
	Iteration 67Q: 3 clusters Score -2.135344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178699 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -21353428.000000 Penalty: 6005.541992
	Iteration 68Q: 3 clusters Score -2.135343e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178701 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -21353436.000000 Penalty: 6005.541992
	Iteration 69Q: 3 clusters Score -2.135344e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178702 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -21353454.000000 Penalty: 6005.541992
	Iteration 70Q: 3 clusters Score -2.135345e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178704 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -21353450.000000 Penalty: 6005.541992
	Iteration 71Q: 3 clusters Score -2.135345e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178707 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -21353438.000000 Penalty: 6005.541992
	Iteration 72Q: 3 clusters Score -2.135344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178709 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -21353444.000000 Penalty: 6005.541992
	Iteration 73Q: 3 clusters Score -2.135344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178715 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -21353420.000000 Penalty: 6005.541992
	Iteration 74Q: 3 clusters Score -2.135342e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178726 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -21353456.000000 Penalty: 6005.541992
	Iteration 75Q: 3 clusters Score -2.135346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178730 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -21353466.000000 Penalty: 6005.541992
	Iteration 76Q: 3 clusters Score -2.135347e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178736 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -21353444.000000 Penalty: 6005.541992
	Iteration 77Q: 3 clusters Score -2.135344e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178743 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -21353460.000000 Penalty: 6005.541992
	Iteration 78Q: 3 clusters Score -2.135346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178752 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -21353466.000000 Penalty: 6005.541992
	Iteration 79Q: 3 clusters Score -2.135347e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178757 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -21353462.000000 Penalty: 6005.541992
	Iteration 80F: 3 clusters Score -2.135346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178763 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -21353466.000000 Penalty: 6005.541992
	Iteration 81Q: 3 clusters Score -2.135347e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178773 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -21353456.000000 Penalty: 6005.541992
	Iteration 82Q: 3 clusters Score -2.135346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178784 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -21353450.000000 Penalty: 6005.541992
	Iteration 83Q: 3 clusters Score -2.135345e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178791 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -21353446.000000 Penalty: 6005.541992
	Iteration 84Q: 3 clusters Score -2.135345e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178798 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -21353448.000000 Penalty: 6005.541992
	Iteration 85Q: 3 clusters Score -2.135345e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178808 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -21353452.000000 Penalty: 6005.541992
	Iteration 86Q: 3 clusters Score -2.135345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178816 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -21353456.000000 Penalty: 6005.541992
	Iteration 87Q: 3 clusters Score -2.135346e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178825 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -21353442.000000 Penalty: 6005.541992
	Iteration 88Q: 3 clusters Score -2.135344e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178834 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -21353434.000000 Penalty: 6005.541992
	Iteration 89Q: 3 clusters Score -2.135343e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178840 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -21353438.000000 Penalty: 6005.541992
	Iteration 90Q: 3 clusters Score -2.135344e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178850 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -21353458.000000 Penalty: 6005.541992
	Iteration 91Q: 3 clusters Score -2.135346e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178856 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -21353450.000000 Penalty: 6005.541992
	Iteration 92Q: 3 clusters Score -2.135345e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178860 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -21353448.000000 Penalty: 6005.541992
	Iteration 93Q: 3 clusters Score -2.135345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178859 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -21353454.000000 Penalty: 6005.541992
	Iteration 94Q: 3 clusters Score -2.135345e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178858 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21353454.000000 Penalty: 6005.541992
	Iteration 95Q: 3 clusters Score -2.135345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178858 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -21353454.000000 Penalty: 6005.541992
	Iteration 96F: 3 clusters Score -2.135345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -266567.750000 Penalty: 1918.170654
	Iteration 0F: 2 clusters Score -266567.8 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 1152 members 
Entering Unmasked Estep 
Score: -263719.750000 Penalty: 3836.341309
	Iteration 0F: 3 clusters Score -263719.8 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -264201.562500 Penalty: 3836.341309
	Iteration 1F: 3 clusters Score -264201.6 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -264307.875000 Penalty: 3836.341309
	Iteration 2F: 3 clusters Score -264307.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -264384.750000 Penalty: 3836.341309
	Iteration 3Q: 3 clusters Score -264384.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -264432.937500 Penalty: 3836.341309
	Iteration 4Q: 3 clusters Score -264432.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -264471.531250 Penalty: 3836.341309
	Iteration 5Q: 3 clusters Score -264471.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -264510.343750 Penalty: 3836.341309
	Iteration 6Q: 3 clusters Score -264510.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -264529.812500 Penalty: 3836.341309
	Iteration 7Q: 3 clusters Score -264529.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -264543.875000 Penalty: 3836.341309
	Iteration 8Q: 3 clusters Score -264543.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -264556.562500 Penalty: 3836.341309
	Iteration 9Q: 3 clusters Score -264556.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -264567.000000 Penalty: 3836.341309
	Iteration 10Q: 3 clusters Score -264567 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -264573.968750 Penalty: 3836.341309
	Iteration 11Q: 3 clusters Score -264574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -264578.562500 Penalty: 3836.341309
	Iteration 12Q: 3 clusters Score -264578.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -264581.187500 Penalty: 3836.341309
	Iteration 13Q: 3 clusters Score -264581.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -264582.656250 Penalty: 3836.341309
	Iteration 14Q: 3 clusters Score -264582.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -264583.593750 Penalty: 3836.341309
	Iteration 15Q: 3 clusters Score -264583.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -264584.125000 Penalty: 3836.341309
	Iteration 16Q: 3 clusters Score -264584.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -264584.125000 Penalty: 3836.341309
	Iteration 17F: 3 clusters Score -264584.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (1272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Entering Unmasked Estep 
Score: -125520.460938 Penalty: 1772.789795
	Iteration 0F: 2 clusters Score -125520.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -123398.242188 Penalty: 3545.579590
	Iteration 0F: 3 clusters Score -123398.2 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -123847.023438 Penalty: 3545.579590
	Iteration 1F: 3 clusters Score -123847 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -123980.656250 Penalty: 3545.579590
	Iteration 2F: 3 clusters Score -123980.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -124059.781250 Penalty: 3545.579590
	Iteration 3F: 3 clusters Score -124059.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -124103.906250 Penalty: 3545.579590
	Iteration 4Q: 3 clusters Score -124103.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -124134.890625 Penalty: 3545.579590
	Iteration 5Q: 3 clusters Score -124134.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -124149.937500 Penalty: 3545.579590
	Iteration 6Q: 3 clusters Score -124149.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -124159.750000 Penalty: 3545.579590
	Iteration 7Q: 3 clusters Score -124159.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -124169.445312 Penalty: 3545.579590
	Iteration 8Q: 3 clusters Score -124169.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -124181.843750 Penalty: 3545.579590
	Iteration 9Q: 3 clusters Score -124181.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -124193.828125 Penalty: 3545.579590
	Iteration 10Q: 3 clusters Score -124193.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -124209.695312 Penalty: 3545.579590
	Iteration 11Q: 3 clusters Score -124209.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -124219.890625 Penalty: 3545.579590
	Iteration 12Q: 3 clusters Score -124219.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -124235.500000 Penalty: 3545.579590
	Iteration 13Q: 3 clusters Score -124235.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -124254.414062 Penalty: 3545.579590
	Iteration 14Q: 3 clusters Score -124254.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -124278.828125 Penalty: 3545.579590
	Iteration 15Q: 3 clusters Score -124278.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -124304.835938 Penalty: 3545.579590
	Iteration 16Q: 3 clusters Score -124304.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -124345.414062 Penalty: 3545.579590
	Iteration 17Q: 3 clusters Score -124345.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -124401.796875 Penalty: 3545.579590
	Iteration 18Q: 3 clusters Score -124401.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -124483.609375 Penalty: 3545.579590
	Iteration 19Q: 3 clusters Score -124483.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -124641.546875 Penalty: 3545.579590
	Iteration 20F: 3 clusters Score -124641.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -125092.359375 Penalty: 3545.579590
	Iteration 21Q: 3 clusters Score -125092.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -125761.007812 Penalty: 3545.579590
	Iteration 22F: 3 clusters Score -125761 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -126353.250000 Penalty: 3545.579590
	Iteration 23F: 3 clusters Score -126353.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -126739.617188 Penalty: 3545.579590
	Iteration 24F: 3 clusters Score -126739.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -126922.960938 Penalty: 3545.579590
	Iteration 25Q: 3 clusters Score -126923 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -126985.218750 Penalty: 3545.579590
	Iteration 26Q: 3 clusters Score -126985.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -127018.687500 Penalty: 3545.579590
	Iteration 27Q: 3 clusters Score -127018.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -127021.421875 Penalty: 3545.579590
	Iteration 28Q: 3 clusters Score -127021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -127021.421875 Penalty: 3545.579590
	Iteration 29F: 3 clusters Score -127021.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11605 members 
Mstep: Class 3 contains 20311 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 190908 members 
Mstep: Class 6 contains 22290 members 
Mstep: Class 7 contains 25760 members 
Mstep: Class 8 contains 302164 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 81462 members 
Mstep: Class 11 contains 14204 members 
Mstep: Class 12 contains 45234 members 
Mstep: Class 13 contains 37415 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 11532 members 
Mstep: Class 18 contains 56513 members 
Mstep: Class 19 contains 8769 members 
Mstep: Class 20 contains 18793 members 
Mstep: Class 21 contains 181307 members 
Mstep: Class 22 contains 2286 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 23556 members 
Mstep: Class 25 contains 297173 members 
Mstep: Class 26 contains 1528 members 
Mstep: Class 27 contains 5446 members 
Mstep: Class 28 contains 1556 members 
Mstep: Class 29 contains 866 members 
Entering Unmasked Estep 
Score: -161452688.000000 Penalty: 101876.304688
Splitting cluster 23 changes total score from -161452240.000000 to -161452688.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 24 (23556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23556 members 
Entering Unmasked Estep 
Score: -2350397.500000 Penalty: 2496.649658
	Iteration 0F: 2 clusters Score -2350398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2334038.000000 Penalty: 4993.299316
	Iteration 0F: 3 clusters Score -2334038 nChanged 10548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 11252 members 
Entering Unmasked Estep 
Score: -2339828.500000 Penalty: 4993.299316
	Iteration 1F: 3 clusters Score -2339828 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -2340569.750000 Penalty: 4993.299316
	Iteration 2F: 3 clusters Score -2340570 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2341427.500000 Penalty: 4993.299316
	Iteration 3F: 3 clusters Score -2341428 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -2342445.250000 Penalty: 4993.299316
	Iteration 4F: 3 clusters Score -2342445 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2343564.000000 Penalty: 4993.299316
	Iteration 5F: 3 clusters Score -2343564 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -2344699.750000 Penalty: 4993.299316
	Iteration 6F: 3 clusters Score -2344700 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16376 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -2345696.750000 Penalty: 4993.299316
	Iteration 7F: 3 clusters Score -2345697 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -2346503.000000 Penalty: 4993.299316
	Iteration 8Q: 3 clusters Score -2346503 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2347055.250000 Penalty: 4993.299316
	Iteration 9Q: 3 clusters Score -2347055 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2347414.750000 Penalty: 4993.299316
	Iteration 10Q: 3 clusters Score -2347415 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -2347649.500000 Penalty: 4993.299316
	Iteration 11Q: 3 clusters Score -2347650 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2347814.750000 Penalty: 4993.299316
	Iteration 12Q: 3 clusters Score -2347815 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -2347959.500000 Penalty: 4993.299316
	Iteration 13Q: 3 clusters Score -2347960 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -2348083.500000 Penalty: 4993.299316
	Iteration 14Q: 3 clusters Score -2348084 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19945 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -2348204.250000 Penalty: 4993.299316
	Iteration 15Q: 3 clusters Score -2348204 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -2348314.500000 Penalty: 4993.299316
	Iteration 16Q: 3 clusters Score -2348314 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20338 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2348430.250000 Penalty: 4993.299316
	Iteration 17Q: 3 clusters Score -2348430 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2348503.750000 Penalty: 4993.299316
	Iteration 18Q: 3 clusters Score -2348504 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2348587.250000 Penalty: 4993.299316
	Iteration 19Q: 3 clusters Score -2348587 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -2348671.000000 Penalty: 4993.299316
	Iteration 20F: 3 clusters Score -2348671 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -2348731.750000 Penalty: 4993.299316
	Iteration 21Q: 3 clusters Score -2348732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -2348804.500000 Penalty: 4993.299316
	Iteration 22Q: 3 clusters Score -2348804 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -2348848.500000 Penalty: 4993.299316
	Iteration 23Q: 3 clusters Score -2348848 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2348881.000000 Penalty: 4993.299316
	Iteration 24Q: 3 clusters Score -2348881 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -2348913.000000 Penalty: 4993.299316
	Iteration 25Q: 3 clusters Score -2348913 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2348941.750000 Penalty: 4993.299316
	Iteration 26Q: 3 clusters Score -2348942 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21388 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -2348964.750000 Penalty: 4993.299316
	Iteration 27Q: 3 clusters Score -2348965 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2348981.750000 Penalty: 4993.299316
	Iteration 28Q: 3 clusters Score -2348982 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21468 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2348994.000000 Penalty: 4993.299316
	Iteration 29Q: 3 clusters Score -2348994 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -2348999.250000 Penalty: 4993.299316
	Iteration 30Q: 3 clusters Score -2348999 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2349006.250000 Penalty: 4993.299316
	Iteration 31Q: 3 clusters Score -2349006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2349011.250000 Penalty: 4993.299316
	Iteration 32Q: 3 clusters Score -2349011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21565 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -2349013.500000 Penalty: 4993.299316
	Iteration 33Q: 3 clusters Score -2349014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -2349024.000000 Penalty: 4993.299316
	Iteration 34Q: 3 clusters Score -2349024 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -2349024.750000 Penalty: 4993.299316
	Iteration 35Q: 3 clusters Score -2349025 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2349029.250000 Penalty: 4993.299316
	Iteration 36Q: 3 clusters Score -2349029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2349033.500000 Penalty: 4993.299316
	Iteration 37Q: 3 clusters Score -2349034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21630 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -2349033.750000 Penalty: 4993.299316
	Iteration 38Q: 3 clusters Score -2349034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -2349038.000000 Penalty: 4993.299316
	Iteration 39Q: 3 clusters Score -2349038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21644 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2349040.500000 Penalty: 4993.299316
	Iteration 40F: 3 clusters Score -2349040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21649 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -2349042.250000 Penalty: 4993.299316
	Iteration 41Q: 3 clusters Score -2349042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2349041.500000 Penalty: 4993.299316
	Iteration 42Q: 3 clusters Score -2349042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21658 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -2349041.000000 Penalty: 4993.299316
	Iteration 43Q: 3 clusters Score -2349041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -2349041.250000 Penalty: 4993.299316
	Iteration 44Q: 3 clusters Score -2349041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2349042.750000 Penalty: 4993.299316
	Iteration 45Q: 3 clusters Score -2349043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2349045.250000 Penalty: 4993.299316
	Iteration 46Q: 3 clusters Score -2349045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2349041.500000 Penalty: 4993.299316
	Iteration 47Q: 3 clusters Score -2349042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21668 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2349047.500000 Penalty: 4993.299316
	Iteration 48Q: 3 clusters Score -2349048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21672 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2349044.750000 Penalty: 4993.299316
	Iteration 49Q: 3 clusters Score -2349045 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -2349047.750000 Penalty: 4993.299316
	Iteration 50Q: 3 clusters Score -2349048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21681 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2349048.750000 Penalty: 4993.299316
	Iteration 51Q: 3 clusters Score -2349049 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2349047.750000 Penalty: 4993.299316
	Iteration 52Q: 3 clusters Score -2349048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2349046.250000 Penalty: 4993.299316
	Iteration 53Q: 3 clusters Score -2349046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2349048.750000 Penalty: 4993.299316
	Iteration 54Q: 3 clusters Score -2349049 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21687 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2349048.750000 Penalty: 4993.299316
	Iteration 55F: 3 clusters Score -2349049 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (297173 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297173 members 
Entering Unmasked Estep 
Score: -34913276.000000 Penalty: 3125.313232
	Iteration 0F: 2 clusters Score -3.491328e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149163 members 
Mstep: Class 2 contains 148010 members 
Entering Unmasked Estep 
Score: -34721592.000000 Penalty: 6250.626465
	Iteration 0F: 3 clusters Score -3.472159e+07 nChanged 144135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157568 members 
Mstep: Class 2 contains 139605 members 
Entering Unmasked Estep 
Score: -34807716.000000 Penalty: 6250.626465
	Iteration 1F: 3 clusters Score -3.480772e+07 nChanged 10587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161767 members 
Mstep: Class 2 contains 135406 members 
Entering Unmasked Estep 
Score: -34812080.000000 Penalty: 6250.626465
	Iteration 2Q: 3 clusters Score -3.481208e+07 nChanged 13215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167544 members 
Mstep: Class 2 contains 129629 members 
Entering Unmasked Estep 
Score: -34819032.000000 Penalty: 6250.626465
	Iteration 3Q: 3 clusters Score -3.481903e+07 nChanged 16238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174958 members 
Mstep: Class 2 contains 122215 members 
Entering Unmasked Estep 
Score: -34829712.000000 Penalty: 6250.626465
	Iteration 4F: 3 clusters Score -3.482971e+07 nChanged 18916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182786 members 
Mstep: Class 2 contains 114387 members 
Entering Unmasked Estep 
Score: -34843276.000000 Penalty: 6250.626465
	Iteration 5F: 3 clusters Score -3.484328e+07 nChanged 19845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189605 members 
Mstep: Class 2 contains 107568 members 
Entering Unmasked Estep 
Score: -34857444.000000 Penalty: 6250.626465
	Iteration 6F: 3 clusters Score -3.485744e+07 nChanged 18687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193930 members 
Mstep: Class 2 contains 103243 members 
Entering Unmasked Estep 
Score: -34869508.000000 Penalty: 6250.626465
	Iteration 7F: 3 clusters Score -3.486951e+07 nChanged 16002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195762 members 
Mstep: Class 2 contains 101411 members 
Entering Unmasked Estep 
Score: -34877760.000000 Penalty: 6250.626465
	Iteration 8F: 3 clusters Score -3.487776e+07 nChanged 12314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196108 members 
Mstep: Class 2 contains 101065 members 
Entering Unmasked Estep 
Score: -34883016.000000 Penalty: 6250.626465
	Iteration 9Q: 3 clusters Score -3.488302e+07 nChanged 8620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195972 members 
Mstep: Class 2 contains 101201 members 
Entering Unmasked Estep 
Score: -34885284.000000 Penalty: 6250.626465
	Iteration 10Q: 3 clusters Score -3.488528e+07 nChanged 5825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195833 members 
Mstep: Class 2 contains 101340 members 
Entering Unmasked Estep 
Score: -34886604.000000 Penalty: 6250.626465
	Iteration 11Q: 3 clusters Score -3.48866e+07 nChanged 4200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195691 members 
Mstep: Class 2 contains 101482 members 
Entering Unmasked Estep 
Score: -34887588.000000 Penalty: 6250.626465
	Iteration 12Q: 3 clusters Score -3.488759e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195547 members 
Mstep: Class 2 contains 101626 members 
Entering Unmasked Estep 
Score: -34888312.000000 Penalty: 6250.626465
	Iteration 13Q: 3 clusters Score -3.488831e+07 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195449 members 
Mstep: Class 2 contains 101724 members 
Entering Unmasked Estep 
Score: -34888896.000000 Penalty: 6250.626465
	Iteration 14Q: 3 clusters Score -3.48889e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195352 members 
Mstep: Class 2 contains 101821 members 
Entering Unmasked Estep 
Score: -34889524.000000 Penalty: 6250.626465
	Iteration 15Q: 3 clusters Score -3.488952e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195319 members 
Mstep: Class 2 contains 101854 members 
Entering Unmasked Estep 
Score: -34889856.000000 Penalty: 6250.626465
	Iteration 16Q: 3 clusters Score -3.488986e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195388 members 
Mstep: Class 2 contains 101785 members 
Entering Unmasked Estep 
Score: -34890400.000000 Penalty: 6250.626465
	Iteration 17Q: 3 clusters Score -3.48904e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195488 members 
Mstep: Class 2 contains 101685 members 
Entering Unmasked Estep 
Score: -34890776.000000 Penalty: 6250.626465
	Iteration 18Q: 3 clusters Score -3.489078e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195675 members 
Mstep: Class 2 contains 101498 members 
Entering Unmasked Estep 
Score: -34891164.000000 Penalty: 6250.626465
	Iteration 19Q: 3 clusters Score -3.489116e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195909 members 
Mstep: Class 2 contains 101264 members 
Entering Unmasked Estep 
Score: -34891528.000000 Penalty: 6250.626465
	Iteration 20F: 3 clusters Score -3.489153e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196200 members 
Mstep: Class 2 contains 100973 members 
Entering Unmasked Estep 
Score: -34891924.000000 Penalty: 6250.626465
	Iteration 21Q: 3 clusters Score -3.489192e+07 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196547 members 
Mstep: Class 2 contains 100626 members 
Entering Unmasked Estep 
Score: -34892176.000000 Penalty: 6250.626465
	Iteration 22Q: 3 clusters Score -3.489218e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196930 members 
Mstep: Class 2 contains 100243 members 
Entering Unmasked Estep 
Score: -34892488.000000 Penalty: 6250.626465
	Iteration 23Q: 3 clusters Score -3.489249e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197387 members 
Mstep: Class 2 contains 99786 members 
Entering Unmasked Estep 
Score: -34892740.000000 Penalty: 6250.626465
	Iteration 24Q: 3 clusters Score -3.489274e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197858 members 
Mstep: Class 2 contains 99315 members 
Entering Unmasked Estep 
Score: -34893024.000000 Penalty: 6250.626465
	Iteration 25Q: 3 clusters Score -3.489302e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198448 members 
Mstep: Class 2 contains 98725 members 
Entering Unmasked Estep 
Score: -34893280.000000 Penalty: 6250.626465
	Iteration 26Q: 3 clusters Score -3.489328e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199038 members 
Mstep: Class 2 contains 98135 members 
Entering Unmasked Estep 
Score: -34893488.000000 Penalty: 6250.626465
	Iteration 27Q: 3 clusters Score -3.489349e+07 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199629 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -34893648.000000 Penalty: 6250.626465
	Iteration 28Q: 3 clusters Score -3.489365e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200276 members 
Mstep: Class 2 contains 96897 members 
Entering Unmasked Estep 
Score: -34893816.000000 Penalty: 6250.626465
	Iteration 29Q: 3 clusters Score -3.489382e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200956 members 
Mstep: Class 2 contains 96217 members 
Entering Unmasked Estep 
Score: -34893908.000000 Penalty: 6250.626465
	Iteration 30Q: 3 clusters Score -3.489391e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201645 members 
Mstep: Class 2 contains 95528 members 
Entering Unmasked Estep 
Score: -34894016.000000 Penalty: 6250.626465
	Iteration 31Q: 3 clusters Score -3.489402e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202353 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -34894120.000000 Penalty: 6250.626465
	Iteration 32Q: 3 clusters Score -3.489412e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203104 members 
Mstep: Class 2 contains 94069 members 
Entering Unmasked Estep 
Score: -34894208.000000 Penalty: 6250.626465
	Iteration 33Q: 3 clusters Score -3.489421e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203882 members 
Mstep: Class 2 contains 93291 members 
Entering Unmasked Estep 
Score: -34894356.000000 Penalty: 6250.626465
	Iteration 34Q: 3 clusters Score -3.489436e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204647 members 
Mstep: Class 2 contains 92526 members 
Entering Unmasked Estep 
Score: -34894468.000000 Penalty: 6250.626465
	Iteration 35Q: 3 clusters Score -3.489447e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205442 members 
Mstep: Class 2 contains 91731 members 
Entering Unmasked Estep 
Score: -34894492.000000 Penalty: 6250.626465
	Iteration 36Q: 3 clusters Score -3.489449e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206241 members 
Mstep: Class 2 contains 90932 members 
Entering Unmasked Estep 
Score: -34894584.000000 Penalty: 6250.626465
	Iteration 37Q: 3 clusters Score -3.489458e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207030 members 
Mstep: Class 2 contains 90143 members 
Entering Unmasked Estep 
Score: -34894756.000000 Penalty: 6250.626465
	Iteration 38Q: 3 clusters Score -3.489476e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207833 members 
Mstep: Class 2 contains 89340 members 
Entering Unmasked Estep 
Score: -34894888.000000 Penalty: 6250.626465
	Iteration 39Q: 3 clusters Score -3.489489e+07 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208655 members 
Mstep: Class 2 contains 88518 members 
Entering Unmasked Estep 
Score: -34894932.000000 Penalty: 6250.626465
	Iteration 40F: 3 clusters Score -3.489493e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209462 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -34895092.000000 Penalty: 6250.626465
	Iteration 41Q: 3 clusters Score -3.489509e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210283 members 
Mstep: Class 2 contains 86890 members 
Entering Unmasked Estep 
Score: -34895164.000000 Penalty: 6250.626465
	Iteration 42Q: 3 clusters Score -3.489516e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211113 members 
Mstep: Class 2 contains 86060 members 
Entering Unmasked Estep 
Score: -34895288.000000 Penalty: 6250.626465
	Iteration 43Q: 3 clusters Score -3.489529e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211981 members 
Mstep: Class 2 contains 85192 members 
Entering Unmasked Estep 
Score: -34895500.000000 Penalty: 6250.626465
	Iteration 44Q: 3 clusters Score -3.48955e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212910 members 
Mstep: Class 2 contains 84263 members 
Entering Unmasked Estep 
Score: -34895568.000000 Penalty: 6250.626465
	Iteration 45Q: 3 clusters Score -3.489557e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213817 members 
Mstep: Class 2 contains 83356 members 
Entering Unmasked Estep 
Score: -34895740.000000 Penalty: 6250.626465
	Iteration 46Q: 3 clusters Score -3.489574e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214717 members 
Mstep: Class 2 contains 82456 members 
Entering Unmasked Estep 
Score: -34895812.000000 Penalty: 6250.626465
	Iteration 47Q: 3 clusters Score -3.489581e+07 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215666 members 
Mstep: Class 2 contains 81507 members 
Entering Unmasked Estep 
Score: -34895968.000000 Penalty: 6250.626465
	Iteration 48Q: 3 clusters Score -3.489597e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216570 members 
Mstep: Class 2 contains 80603 members 
Entering Unmasked Estep 
Score: -34896052.000000 Penalty: 6250.626465
	Iteration 49Q: 3 clusters Score -3.489605e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217444 members 
Mstep: Class 2 contains 79729 members 
Entering Unmasked Estep 
Score: -34896148.000000 Penalty: 6250.626465
	Iteration 50Q: 3 clusters Score -3.489615e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218317 members 
Mstep: Class 2 contains 78856 members 
Entering Unmasked Estep 
Score: -34896224.000000 Penalty: 6250.626465
	Iteration 51Q: 3 clusters Score -3.489622e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219157 members 
Mstep: Class 2 contains 78016 members 
Entering Unmasked Estep 
Score: -34896284.000000 Penalty: 6250.626465
	Iteration 52Q: 3 clusters Score -3.489628e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219990 members 
Mstep: Class 2 contains 77183 members 
Entering Unmasked Estep 
Score: -34896396.000000 Penalty: 6250.626465
	Iteration 53Q: 3 clusters Score -3.48964e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220848 members 
Mstep: Class 2 contains 76325 members 
Entering Unmasked Estep 
Score: -34896476.000000 Penalty: 6250.626465
	Iteration 54Q: 3 clusters Score -3.489648e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221768 members 
Mstep: Class 2 contains 75405 members 
Entering Unmasked Estep 
Score: -34896552.000000 Penalty: 6250.626465
	Iteration 55Q: 3 clusters Score -3.489655e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222722 members 
Mstep: Class 2 contains 74451 members 
Entering Unmasked Estep 
Score: -34896624.000000 Penalty: 6250.626465
	Iteration 56Q: 3 clusters Score -3.489662e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223656 members 
Mstep: Class 2 contains 73517 members 
Entering Unmasked Estep 
Score: -34896708.000000 Penalty: 6250.626465
	Iteration 57Q: 3 clusters Score -3.489671e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224618 members 
Mstep: Class 2 contains 72555 members 
Entering Unmasked Estep 
Score: -34896940.000000 Penalty: 6250.626465
	Iteration 58Q: 3 clusters Score -3.489694e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225588 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -34897016.000000 Penalty: 6250.626465
	Iteration 59Q: 3 clusters Score -3.489702e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226558 members 
Mstep: Class 2 contains 70615 members 
Entering Unmasked Estep 
Score: -34897072.000000 Penalty: 6250.626465
	Iteration 60F: 3 clusters Score -3.489707e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227538 members 
Mstep: Class 2 contains 69635 members 
Entering Unmasked Estep 
Score: -34897304.000000 Penalty: 6250.626465
	Iteration 61Q: 3 clusters Score -3.48973e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228550 members 
Mstep: Class 2 contains 68623 members 
Entering Unmasked Estep 
Score: -34897376.000000 Penalty: 6250.626465
	Iteration 62Q: 3 clusters Score -3.489738e+07 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229602 members 
Mstep: Class 2 contains 67571 members 
Entering Unmasked Estep 
Score: -34897640.000000 Penalty: 6250.626465
	Iteration 63Q: 3 clusters Score -3.489764e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230685 members 
Mstep: Class 2 contains 66488 members 
Entering Unmasked Estep 
Score: -34897772.000000 Penalty: 6250.626465
	Iteration 64Q: 3 clusters Score -3.489777e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231825 members 
Mstep: Class 2 contains 65348 members 
Entering Unmasked Estep 
Score: -34898124.000000 Penalty: 6250.626465
	Iteration 65Q: 3 clusters Score -3.489812e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233030 members 
Mstep: Class 2 contains 64143 members 
Entering Unmasked Estep 
Score: -34898388.000000 Penalty: 6250.626465
	Iteration 66Q: 3 clusters Score -3.489839e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234293 members 
Mstep: Class 2 contains 62880 members 
Entering Unmasked Estep 
Score: -34898688.000000 Penalty: 6250.626465
	Iteration 67Q: 3 clusters Score -3.489869e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235587 members 
Mstep: Class 2 contains 61586 members 
Entering Unmasked Estep 
Score: -34898820.000000 Penalty: 6250.626465
	Iteration 68Q: 3 clusters Score -3.489882e+07 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236873 members 
Mstep: Class 2 contains 60300 members 
Entering Unmasked Estep 
Score: -34899056.000000 Penalty: 6250.626465
	Iteration 69Q: 3 clusters Score -3.489906e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238187 members 
Mstep: Class 2 contains 58986 members 
Entering Unmasked Estep 
Score: -34899328.000000 Penalty: 6250.626465
	Iteration 70Q: 3 clusters Score -3.489933e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239520 members 
Mstep: Class 2 contains 57653 members 
Entering Unmasked Estep 
Score: -34899604.000000 Penalty: 6250.626465
	Iteration 71Q: 3 clusters Score -3.48996e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240886 members 
Mstep: Class 2 contains 56287 members 
Entering Unmasked Estep 
Score: -34900008.000000 Penalty: 6250.626465
	Iteration 72Q: 3 clusters Score -3.490001e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242294 members 
Mstep: Class 2 contains 54879 members 
Entering Unmasked Estep 
Score: -34900336.000000 Penalty: 6250.626465
	Iteration 73Q: 3 clusters Score -3.490034e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243730 members 
Mstep: Class 2 contains 53443 members 
Entering Unmasked Estep 
Score: -34900636.000000 Penalty: 6250.626465
	Iteration 74Q: 3 clusters Score -3.490064e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245202 members 
Mstep: Class 2 contains 51971 members 
Entering Unmasked Estep 
Score: -34900924.000000 Penalty: 6250.626465
	Iteration 75Q: 3 clusters Score -3.490092e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246734 members 
Mstep: Class 2 contains 50439 members 
Entering Unmasked Estep 
Score: -34901308.000000 Penalty: 6250.626465
	Iteration 76Q: 3 clusters Score -3.490131e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248359 members 
Mstep: Class 2 contains 48814 members 
Entering Unmasked Estep 
Score: -34901672.000000 Penalty: 6250.626465
	Iteration 77Q: 3 clusters Score -3.490167e+07 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250061 members 
Mstep: Class 2 contains 47112 members 
Entering Unmasked Estep 
Score: -34901920.000000 Penalty: 6250.626465
	Iteration 78Q: 3 clusters Score -3.490192e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251787 members 
Mstep: Class 2 contains 45386 members 
Entering Unmasked Estep 
Score: -34902452.000000 Penalty: 6250.626465
	Iteration 79Q: 3 clusters Score -3.490245e+07 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253497 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -34902832.000000 Penalty: 6250.626465
	Iteration 80F: 3 clusters Score -3.490283e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255163 members 
Mstep: Class 2 contains 42010 members 
Entering Unmasked Estep 
Score: -34903224.000000 Penalty: 6250.626465
	Iteration 81Q: 3 clusters Score -3.490322e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256827 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -34903728.000000 Penalty: 6250.626465
	Iteration 82Q: 3 clusters Score -3.490373e+07 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258466 members 
Mstep: Class 2 contains 38707 members 
Entering Unmasked Estep 
Score: -34904224.000000 Penalty: 6250.626465
	Iteration 83Q: 3 clusters Score -3.490422e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260046 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -34904564.000000 Penalty: 6250.626465
	Iteration 84Q: 3 clusters Score -3.490456e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261565 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -34904880.000000 Penalty: 6250.626465
	Iteration 85Q: 3 clusters Score -3.490488e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263024 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -34905228.000000 Penalty: 6250.626465
	Iteration 86Q: 3 clusters Score -3.490523e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264472 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -34905640.000000 Penalty: 6250.626465
	Iteration 87Q: 3 clusters Score -3.490564e+07 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265911 members 
Mstep: Class 2 contains 31262 members 
Entering Unmasked Estep 
Score: -34905888.000000 Penalty: 6250.626465
	Iteration 88Q: 3 clusters Score -3.490589e+07 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267271 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -34906240.000000 Penalty: 6250.626465
	Iteration 89Q: 3 clusters Score -3.490624e+07 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268556 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -34906516.000000 Penalty: 6250.626465
	Iteration 90Q: 3 clusters Score -3.490652e+07 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269847 members 
Mstep: Class 2 contains 27326 members 
Entering Unmasked Estep 
Score: -34906872.000000 Penalty: 6250.626465
	Iteration 91Q: 3 clusters Score -3.490687e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271075 members 
Mstep: Class 2 contains 26098 members 
Entering Unmasked Estep 
Score: -34907156.000000 Penalty: 6250.626465
	Iteration 92Q: 3 clusters Score -3.490716e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272246 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -34907496.000000 Penalty: 6250.626465
	Iteration 93Q: 3 clusters Score -3.49075e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273365 members 
Mstep: Class 2 contains 23808 members 
Entering Unmasked Estep 
Score: -34907684.000000 Penalty: 6250.626465
	Iteration 94Q: 3 clusters Score -3.490768e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274491 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -34907984.000000 Penalty: 6250.626465
	Iteration 95Q: 3 clusters Score -3.490798e+07 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275557 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -34908320.000000 Penalty: 6250.626465
	Iteration 96Q: 3 clusters Score -3.490832e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276491 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -34908500.000000 Penalty: 6250.626465
	Iteration 97Q: 3 clusters Score -3.49085e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277322 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -34908736.000000 Penalty: 6250.626465
	Iteration 98Q: 3 clusters Score -3.490874e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278052 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -34908836.000000 Penalty: 6250.626465
	Iteration 99Q: 3 clusters Score -3.490884e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278807 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -34909072.000000 Penalty: 6250.626465
	Iteration 100F: 3 clusters Score -3.490907e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279482 members 
Mstep: Class 2 contains 17691 members 
Entering Unmasked Estep 
Score: -34909224.000000 Penalty: 6250.626465
	Iteration 101Q: 3 clusters Score -3.490922e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280084 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -34909372.000000 Penalty: 6250.626465
	Iteration 102Q: 3 clusters Score -3.490937e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280697 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -34909540.000000 Penalty: 6250.626465
	Iteration 103Q: 3 clusters Score -3.490954e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281270 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -34909724.000000 Penalty: 6250.626465
	Iteration 104Q: 3 clusters Score -3.490972e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281830 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -34909884.000000 Penalty: 6250.626465
	Iteration 105Q: 3 clusters Score -3.490988e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282378 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -34909964.000000 Penalty: 6250.626465
	Iteration 106Q: 3 clusters Score -3.490996e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282928 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -34910076.000000 Penalty: 6250.626465
	Iteration 107Q: 3 clusters Score -3.491008e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283444 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
Score: -34910208.000000 Penalty: 6250.626465
	Iteration 108Q: 3 clusters Score -3.491021e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283955 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -34910240.000000 Penalty: 6250.626465
	Iteration 109Q: 3 clusters Score -3.491024e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284452 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -34910496.000000 Penalty: 6250.626465
	Iteration 110Q: 3 clusters Score -3.49105e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284900 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -34910640.000000 Penalty: 6250.626465
	Iteration 111Q: 3 clusters Score -3.491064e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285322 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -34910740.000000 Penalty: 6250.626465
	Iteration 112Q: 3 clusters Score -3.491074e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285738 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -34910856.000000 Penalty: 6250.626465
	Iteration 113Q: 3 clusters Score -3.491086e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286109 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -34910900.000000 Penalty: 6250.626465
	Iteration 114Q: 3 clusters Score -3.49109e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286446 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -34910992.000000 Penalty: 6250.626465
	Iteration 115Q: 3 clusters Score -3.491099e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286765 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -34911076.000000 Penalty: 6250.626465
	Iteration 116Q: 3 clusters Score -3.491108e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287059 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -34911148.000000 Penalty: 6250.626465
	Iteration 117Q: 3 clusters Score -3.491115e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287344 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -34911132.000000 Penalty: 6250.626465
	Iteration 118Q: 3 clusters Score -3.491113e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287621 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -34911248.000000 Penalty: 6250.626465
	Iteration 119Q: 3 clusters Score -3.491125e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287883 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -34911304.000000 Penalty: 6250.626465
	Iteration 120F: 3 clusters Score -3.49113e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288138 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -34911352.000000 Penalty: 6250.626465
	Iteration 121Q: 3 clusters Score -3.491135e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288366 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -34911396.000000 Penalty: 6250.626465
	Iteration 122Q: 3 clusters Score -3.49114e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288603 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -34911432.000000 Penalty: 6250.626465
	Iteration 123Q: 3 clusters Score -3.491143e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288817 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -34911476.000000 Penalty: 6250.626465
	Iteration 124Q: 3 clusters Score -3.491148e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289019 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -34911552.000000 Penalty: 6250.626465
	Iteration 125Q: 3 clusters Score -3.491155e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289203 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -34911592.000000 Penalty: 6250.626465
	Iteration 126Q: 3 clusters Score -3.491159e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289378 members 
Mstep: Class 2 contains 7795 members 
Entering Unmasked Estep 
Score: -34911604.000000 Penalty: 6250.626465
	Iteration 127Q: 3 clusters Score -3.49116e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289557 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -34911672.000000 Penalty: 6250.626465
	Iteration 128Q: 3 clusters Score -3.491167e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289723 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -34911696.000000 Penalty: 6250.626465
	Iteration 129Q: 3 clusters Score -3.49117e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289905 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -34911752.000000 Penalty: 6250.626465
	Iteration 130Q: 3 clusters Score -3.491175e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290066 members 
Mstep: Class 2 contains 7107 members 
Entering Unmasked Estep 
Score: -34911792.000000 Penalty: 6250.626465
	Iteration 131Q: 3 clusters Score -3.491179e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290230 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -34911816.000000 Penalty: 6250.626465
	Iteration 132Q: 3 clusters Score -3.491182e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290384 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -34911860.000000 Penalty: 6250.626465
	Iteration 133Q: 3 clusters Score -3.491186e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290534 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -34911864.000000 Penalty: 6250.626465
	Iteration 134Q: 3 clusters Score -3.491186e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290698 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -34911828.000000 Penalty: 6250.626465
	Iteration 135Q: 3 clusters Score -3.491183e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290845 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -34911868.000000 Penalty: 6250.626465
	Iteration 136Q: 3 clusters Score -3.491187e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290967 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -34911952.000000 Penalty: 6250.626465
	Iteration 137Q: 3 clusters Score -3.491195e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291100 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -34911924.000000 Penalty: 6250.626465
	Iteration 138Q: 3 clusters Score -3.491192e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291229 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -34911912.000000 Penalty: 6250.626465
	Iteration 139Q: 3 clusters Score -3.491191e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291339 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -34911960.000000 Penalty: 6250.626465
	Iteration 140F: 3 clusters Score -3.491196e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291465 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -34912000.000000 Penalty: 6250.626465
	Iteration 141Q: 3 clusters Score -3.4912e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291591 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -34911964.000000 Penalty: 6250.626465
	Iteration 142Q: 3 clusters Score -3.491196e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291716 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -34911984.000000 Penalty: 6250.626465
	Iteration 143Q: 3 clusters Score -3.491198e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291829 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -34911956.000000 Penalty: 6250.626465
	Iteration 144Q: 3 clusters Score -3.491196e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291967 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -34912000.000000 Penalty: 6250.626465
	Iteration 145Q: 3 clusters Score -3.4912e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292087 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -34911996.000000 Penalty: 6250.626465
	Iteration 146Q: 3 clusters Score -3.4912e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292172 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -34911956.000000 Penalty: 6250.626465
	Iteration 147Q: 3 clusters Score -3.491196e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292254 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -34911968.000000 Penalty: 6250.626465
	Iteration 148Q: 3 clusters Score -3.491197e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292331 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -34911912.000000 Penalty: 6250.626465
	Iteration 149Q: 3 clusters Score -3.491191e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292402 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -34911968.000000 Penalty: 6250.626465
	Iteration 150Q: 3 clusters Score -3.491197e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292459 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -34911920.000000 Penalty: 6250.626465
	Iteration 151Q: 3 clusters Score -3.491192e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292517 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -34911904.000000 Penalty: 6250.626465
	Iteration 152Q: 3 clusters Score -3.49119e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292575 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -34911896.000000 Penalty: 6250.626465
	Iteration 153Q: 3 clusters Score -3.49119e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292621 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -34911896.000000 Penalty: 6250.626465
	Iteration 154Q: 3 clusters Score -3.49119e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292665 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -34911932.000000 Penalty: 6250.626465
	Iteration 155Q: 3 clusters Score -3.491193e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292708 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -34911912.000000 Penalty: 6250.626465
	Iteration 156Q: 3 clusters Score -3.491191e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292762 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -34911920.000000 Penalty: 6250.626465
	Iteration 157Q: 3 clusters Score -3.491192e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292810 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -34911932.000000 Penalty: 6250.626465
	Iteration 158Q: 3 clusters Score -3.491193e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292853 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -34911936.000000 Penalty: 6250.626465
	Iteration 159Q: 3 clusters Score -3.491194e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292887 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -34911932.000000 Penalty: 6250.626465
	Iteration 160F: 3 clusters Score -3.491193e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292920 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -34911936.000000 Penalty: 6250.626465
	Iteration 161Q: 3 clusters Score -3.491194e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292942 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -34911912.000000 Penalty: 6250.626465
	Iteration 162Q: 3 clusters Score -3.491191e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292969 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -34911912.000000 Penalty: 6250.626465
	Iteration 163Q: 3 clusters Score -3.491191e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292997 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -34911908.000000 Penalty: 6250.626465
	Iteration 164Q: 3 clusters Score -3.491191e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293021 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -34911928.000000 Penalty: 6250.626465
	Iteration 165Q: 3 clusters Score -3.491193e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293037 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -34911920.000000 Penalty: 6250.626465
	Iteration 166Q: 3 clusters Score -3.491192e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293050 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -34911892.000000 Penalty: 6250.626465
	Iteration 167Q: 3 clusters Score -3.491189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293061 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -34911908.000000 Penalty: 6250.626465
	Iteration 168Q: 3 clusters Score -3.491191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293070 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -34911920.000000 Penalty: 6250.626465
	Iteration 169Q: 3 clusters Score -3.491192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293081 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -34911916.000000 Penalty: 6250.626465
	Iteration 170Q: 3 clusters Score -3.491192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293092 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -34911912.000000 Penalty: 6250.626465
	Iteration 171Q: 3 clusters Score -3.491191e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293105 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -34911920.000000 Penalty: 6250.626465
	Iteration 172Q: 3 clusters Score -3.491192e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293111 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -34911920.000000 Penalty: 6250.626465
	Iteration 173Q: 3 clusters Score -3.491192e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293116 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -34911904.000000 Penalty: 6250.626465
	Iteration 174Q: 3 clusters Score -3.49119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293121 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -34911920.000000 Penalty: 6250.626465
	Iteration 175Q: 3 clusters Score -3.491192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293126 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -34911944.000000 Penalty: 6250.626465
	Iteration 176Q: 3 clusters Score -3.491194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293129 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -34911932.000000 Penalty: 6250.626465
	Iteration 177Q: 3 clusters Score -3.491193e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293133 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -34911916.000000 Penalty: 6250.626465
	Iteration 178Q: 3 clusters Score -3.491192e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293138 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -34911912.000000 Penalty: 6250.626465
	Iteration 179Q: 3 clusters Score -3.491191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293138 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -34911900.000000 Penalty: 6250.626465
	Iteration 180F: 3 clusters Score -3.49119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293142 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -34911900.000000 Penalty: 6250.626465
	Iteration 181Q: 3 clusters Score -3.49119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293146 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -34911908.000000 Penalty: 6250.626465
	Iteration 182Q: 3 clusters Score -3.491191e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293149 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -34911900.000000 Penalty: 6250.626465
	Iteration 183Q: 3 clusters Score -3.49119e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293153 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -34911896.000000 Penalty: 6250.626465
	Iteration 184Q: 3 clusters Score -3.49119e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293155 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -34911904.000000 Penalty: 6250.626465
	Iteration 185Q: 3 clusters Score -3.49119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293158 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -34911872.000000 Penalty: 6250.626465
	Iteration 186Q: 3 clusters Score -3.491187e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293159 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -34911908.000000 Penalty: 6250.626465
	Iteration 187Q: 3 clusters Score -3.491191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293166 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -34911892.000000 Penalty: 6250.626465
	Iteration 188Q: 3 clusters Score -3.491189e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293171 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -34911900.000000 Penalty: 6250.626465
	Iteration 189Q: 3 clusters Score -3.49119e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293172 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -34911908.000000 Penalty: 6250.626465
	Iteration 190Q: 3 clusters Score -3.491191e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293172 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -34911908.000000 Penalty: 6250.626465
	Iteration 191F: 3 clusters Score -3.491191e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Entering Unmasked Estep 
Score: -121836.695312 Penalty: 1818.265381
	Iteration 0F: 2 clusters Score -121836.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -119604.632812 Penalty: 3636.530762
	Iteration 0F: 3 clusters Score -119604.6 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -119977.882812 Penalty: 3636.530762
	Iteration 1F: 3 clusters Score -119977.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -120129.195312 Penalty: 3636.530762
	Iteration 2F: 3 clusters Score -120129.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -120224.843750 Penalty: 3636.530762
	Iteration 3F: 3 clusters Score -120224.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -120307.562500 Penalty: 3636.530762
	Iteration 4Q: 3 clusters Score -120307.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -120384.359375 Penalty: 3636.530762
	Iteration 5Q: 3 clusters Score -120384.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -120456.046875 Penalty: 3636.530762
	Iteration 6Q: 3 clusters Score -120456 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -120511.687500 Penalty: 3636.530762
	Iteration 7Q: 3 clusters Score -120511.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -120605.851562 Penalty: 3636.530762
	Iteration 8Q: 3 clusters Score -120605.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -120686.039062 Penalty: 3636.530762
	Iteration 9Q: 3 clusters Score -120686 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120755.234375 Penalty: 3636.530762
	Iteration 10Q: 3 clusters Score -120755.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -120812.414062 Penalty: 3636.530762
	Iteration 11Q: 3 clusters Score -120812.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -120839.953125 Penalty: 3636.530762
	Iteration 12Q: 3 clusters Score -120840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120861.046875 Penalty: 3636.530762
	Iteration 13Q: 3 clusters Score -120861 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -120874.210938 Penalty: 3636.530762
	Iteration 14Q: 3 clusters Score -120874.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -120875.898438 Penalty: 3636.530762
	Iteration 15Q: 3 clusters Score -120875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -120877.296875 Penalty: 3636.530762
	Iteration 16Q: 3 clusters Score -120877.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -120891.351562 Penalty: 3636.530762
	Iteration 17F: 3 clusters Score -120891.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -120910.578125 Penalty: 3636.530762
	Iteration 18Q: 3 clusters Score -120910.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -120925.312500 Penalty: 3636.530762
	Iteration 19Q: 3 clusters Score -120925.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -120935.320312 Penalty: 3636.530762
	Iteration 20F: 3 clusters Score -120935.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120942.960938 Penalty: 3636.530762
	Iteration 21Q: 3 clusters Score -120943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -120950.492188 Penalty: 3636.530762
	Iteration 22Q: 3 clusters Score -120950.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -120954.773438 Penalty: 3636.530762
	Iteration 23Q: 3 clusters Score -120954.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120955.179688 Penalty: 3636.530762
	Iteration 24Q: 3 clusters Score -120955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -120955.179688 Penalty: 3636.530762
	Iteration 25F: 3 clusters Score -120955.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11605 members 
Mstep: Class 3 contains 20311 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 190908 members 
Mstep: Class 6 contains 22290 members 
Mstep: Class 7 contains 25760 members 
Mstep: Class 8 contains 302164 members 
Mstep: Class 9 contains 9713 members 
Mstep: Class 10 contains 81462 members 
Mstep: Class 11 contains 14204 members 
Mstep: Class 12 contains 45234 members 
Mstep: Class 13 contains 37415 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 11532 members 
Mstep: Class 18 contains 56513 members 
Mstep: Class 19 contains 8769 members 
Mstep: Class 20 contains 18793 members 
Mstep: Class 21 contains 181307 members 
Mstep: Class 22 contains 2286 members 
Mstep: Class 23 contains 406 members 
Mstep: Class 24 contains 23556 members 
Mstep: Class 25 contains 297173 members 
Mstep: Class 26 contains 1528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454048.000000 Penalty: 101876.304688
Iteration 119Q: 30 clusters Score -1.61454e+08 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 11609 members 
Mstep: Class 3 contains 20368 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 189670 members 
Mstep: Class 6 contains 22337 members 
Mstep: Class 7 contains 25428 members 
Mstep: Class 8 contains 302129 members 
Mstep: Class 9 contains 9677 members 
Mstep: Class 10 contains 81334 members 
Mstep: Class 11 contains 14199 members 
Mstep: Class 12 contains 45373 members 
Mstep: Class 13 contains 37410 members 
Mstep: Class 14 contains 32653 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 8668 members 
Mstep: Class 17 contains 11556 members 
Mstep: Class 18 contains 57047 members 
Mstep: Class 19 contains 9251 members 
Mstep: Class 20 contains 18797 members 
Mstep: Class 21 contains 181768 members 
Mstep: Class 22 contains 2279 members 
Mstep: Class 23 contains 436 members 
Mstep: Class 24 contains 23076 members 
Mstep: Class 25 contains 297710 members 
Mstep: Class 26 contains 1499 members 
Mstep: Class 27 contains 5394 members 
Mstep: Class 28 contains 1526 members 
Mstep: Class 29 contains 854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456960.000000 Penalty: 101876.304688
Iteration 120F: 30 clusters Score -1.61457e+08 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11587 members 
Mstep: Class 3 contains 20421 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 188564 members 
Mstep: Class 6 contains 22268 members 
Mstep: Class 7 contains 25000 members 
Mstep: Class 8 contains 301735 members 
Mstep: Class 9 contains 9666 members 
Mstep: Class 10 contains 81156 members 
Mstep: Class 11 contains 14187 members 
Mstep: Class 12 contains 45516 members 
Mstep: Class 13 contains 37275 members 
Mstep: Class 14 contains 32681 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 8599 members 
Mstep: Class 17 contains 11754 members 
Mstep: Class 18 contains 57237 members 
Mstep: Class 19 contains 9594 members 
Mstep: Class 20 contains 18774 members 
Mstep: Class 21 contains 182129 members 
Mstep: Class 22 contains 2274 members 
Mstep: Class 23 contains 450 members 
Mstep: Class 24 contains 22813 members 
Mstep: Class 25 contains 297006 members 
Mstep: Class 26 contains 1455 members 
Mstep: Class 27 contains 6958 members 
Mstep: Class 28 contains 1580 members 
Mstep: Class 29 contains 1378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461392.000000 Penalty: 101876.304688
Iteration 121Q: 30 clusters Score -1.614614e+08 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 11559 members 
Mstep: Class 3 contains 20461 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 187507 members 
Mstep: Class 6 contains 22196 members 
Mstep: Class 7 contains 24603 members 
Mstep: Class 8 contains 301831 members 
Mstep: Class 9 contains 9642 members 
Mstep: Class 10 contains 81060 members 
Mstep: Class 11 contains 14166 members 
Mstep: Class 12 contains 45645 members 
Mstep: Class 13 contains 37138 members 
Mstep: Class 14 contains 32704 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 8590 members 
Mstep: Class 17 contains 11927 members 
Mstep: Class 18 contains 57413 members 
Mstep: Class 19 contains 9853 members 
Mstep: Class 20 contains 18740 members 
Mstep: Class 21 contains 182286 members 
Mstep: Class 22 contains 2265 members 
Mstep: Class 23 contains 459 members 
Mstep: Class 24 contains 22686 members 
Mstep: Class 25 contains 296410 members 
Mstep: Class 26 contains 1440 members 
Mstep: Class 27 contains 8179 members 
Mstep: Class 28 contains 1593 members 
Mstep: Class 29 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463312.000000 Penalty: 101876.304688
Iteration 122Q: 30 clusters Score -1.614633e+08 nChanged 8512
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11522 members 
Mstep: Class 3 contains 20488 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 186436 members 
Mstep: Class 6 contains 22146 members 
Mstep: Class 7 contains 24230 members 
Mstep: Class 8 contains 301957 members 
Mstep: Class 9 contains 9636 members 
Mstep: Class 10 contains 80993 members 
Mstep: Class 11 contains 14160 members 
Mstep: Class 12 contains 45817 members 
Mstep: Class 13 contains 36978 members 
Mstep: Class 14 contains 32722 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 12062 members 
Mstep: Class 18 contains 57564 members 
Mstep: Class 19 contains 10031 members 
Mstep: Class 20 contains 18723 members 
Mstep: Class 21 contains 182449 members 
Mstep: Class 22 contains 2258 members 
Mstep: Class 23 contains 462 members 
Mstep: Class 24 contains 22653 members 
Mstep: Class 25 contains 295880 members 
Mstep: Class 26 contains 1435 members 
Mstep: Class 27 contains 9329 members 
Mstep: Class 28 contains 1617 members 
Mstep: Class 29 contains 1909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463984.000000 Penalty: 101876.304688
Iteration 123Q: 30 clusters Score -1.61464e+08 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11487 members 
Mstep: Class 3 contains 20542 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 185392 members 
Mstep: Class 6 contains 22089 members 
Mstep: Class 7 contains 23909 members 
Mstep: Class 8 contains 301991 members 
Mstep: Class 9 contains 9589 members 
Mstep: Class 10 contains 80946 members 
Mstep: Class 11 contains 14158 members 
Mstep: Class 12 contains 45974 members 
Mstep: Class 13 contains 36839 members 
Mstep: Class 14 contains 32722 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 8580 members 
Mstep: Class 17 contains 12184 members 
Mstep: Class 18 contains 57739 members 
Mstep: Class 19 contains 10187 members 
Mstep: Class 20 contains 18707 members 
Mstep: Class 21 contains 182621 members 
Mstep: Class 22 contains 2257 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 22668 members 
Mstep: Class 25 contains 295550 members 
Mstep: Class 26 contains 1434 members 
Mstep: Class 27 contains 10339 members 
Mstep: Class 28 contains 1635 members 
Mstep: Class 29 contains 2055 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161465040.000000 Penalty: 101876.304688
Iteration 124Q: 30 clusters Score -1.61465e+08 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11451 members 
Mstep: Class 3 contains 20580 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 184515 members 
Mstep: Class 6 contains 22052 members 
Mstep: Class 7 contains 23607 members 
Mstep: Class 8 contains 301887 members 
Mstep: Class 9 contains 9532 members 
Mstep: Class 10 contains 80927 members 
Mstep: Class 11 contains 14154 members 
Mstep: Class 12 contains 46108 members 
Mstep: Class 13 contains 36731 members 
Mstep: Class 14 contains 32734 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 12285 members 
Mstep: Class 18 contains 57937 members 
Mstep: Class 19 contains 10317 members 
Mstep: Class 20 contains 18705 members 
Mstep: Class 21 contains 182736 members 
Mstep: Class 22 contains 2256 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 22664 members 
Mstep: Class 25 contains 295347 members 
Mstep: Class 26 contains 1444 members 
Mstep: Class 27 contains 11235 members 
Mstep: Class 28 contains 1657 members 
Mstep: Class 29 contains 2159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161465728.000000 Penalty: 101876.304688
Iteration 125Q: 30 clusters Score -1.614657e+08 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11424 members 
Mstep: Class 3 contains 20597 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 183650 members 
Mstep: Class 6 contains 22035 members 
Mstep: Class 7 contains 23338 members 
Mstep: Class 8 contains 301785 members 
Mstep: Class 9 contains 9472 members 
Mstep: Class 10 contains 80910 members 
Mstep: Class 11 contains 14144 members 
Mstep: Class 12 contains 46236 members 
Mstep: Class 13 contains 36608 members 
Mstep: Class 14 contains 32743 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 12425 members 
Mstep: Class 18 contains 58142 members 
Mstep: Class 19 contains 10429 members 
Mstep: Class 20 contains 18709 members 
Mstep: Class 21 contains 182800 members 
Mstep: Class 22 contains 2255 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 22689 members 
Mstep: Class 25 contains 295280 members 
Mstep: Class 26 contains 1452 members 
Mstep: Class 27 contains 11989 members 
Mstep: Class 28 contains 1674 members 
Mstep: Class 29 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161466832.000000 Penalty: 101876.304688
Iteration 126Q: 30 clusters Score -1.614668e+08 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11396 members 
Mstep: Class 3 contains 20607 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 182828 members 
Mstep: Class 6 contains 22011 members 
Mstep: Class 7 contains 23064 members 
Mstep: Class 8 contains 301627 members 
Mstep: Class 9 contains 9411 members 
Mstep: Class 10 contains 80896 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 46364 members 
Mstep: Class 13 contains 36515 members 
Mstep: Class 14 contains 32750 members 
Mstep: Class 15 contains 3683 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 12516 members 
Mstep: Class 18 contains 58386 members 
Mstep: Class 19 contains 10504 members 
Mstep: Class 20 contains 18718 members 
Mstep: Class 21 contains 182836 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 463 members 
Mstep: Class 24 contains 22720 members 
Mstep: Class 25 contains 295331 members 
Mstep: Class 26 contains 1460 members 
Mstep: Class 27 contains 12701 members 
Mstep: Class 28 contains 1692 members 
Mstep: Class 29 contains 2292 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161467664.000000 Penalty: 101876.304688
Iteration 127Q: 30 clusters Score -1.614677e+08 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11393 members 
Mstep: Class 3 contains 20617 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 182049 members 
Mstep: Class 6 contains 22008 members 
Mstep: Class 7 contains 22816 members 
Mstep: Class 8 contains 301422 members 
Mstep: Class 9 contains 9328 members 
Mstep: Class 10 contains 80904 members 
Mstep: Class 11 contains 14132 members 
Mstep: Class 12 contains 46496 members 
Mstep: Class 13 contains 36418 members 
Mstep: Class 14 contains 32753 members 
Mstep: Class 15 contains 3685 members 
Mstep: Class 16 contains 8580 members 
Mstep: Class 17 contains 12577 members 
Mstep: Class 18 contains 58622 members 
Mstep: Class 19 contains 10581 members 
Mstep: Class 20 contains 18718 members 
Mstep: Class 21 contains 182897 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 22732 members 
Mstep: Class 25 contains 295453 members 
Mstep: Class 26 contains 1466 members 
Mstep: Class 27 contains 13345 members 
Mstep: Class 28 contains 1705 members 
Mstep: Class 29 contains 2327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161467808.000000 Penalty: 101876.304688
Iteration 128Q: 30 clusters Score -1.614678e+08 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11382 members 
Mstep: Class 3 contains 20616 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 181425 members 
Mstep: Class 6 contains 22001 members 
Mstep: Class 7 contains 22598 members 
Mstep: Class 8 contains 301147 members 
Mstep: Class 9 contains 9244 members 
Mstep: Class 10 contains 80904 members 
Mstep: Class 11 contains 14133 members 
Mstep: Class 12 contains 46614 members 
Mstep: Class 13 contains 36326 members 
Mstep: Class 14 contains 32759 members 
Mstep: Class 15 contains 3684 members 
Mstep: Class 16 contains 8575 members 
Mstep: Class 17 contains 12645 members 
Mstep: Class 18 contains 58841 members 
Mstep: Class 19 contains 10633 members 
Mstep: Class 20 contains 18718 members 
Mstep: Class 21 contains 182978 members 
Mstep: Class 22 contains 2248 members 
Mstep: Class 23 contains 465 members 
Mstep: Class 24 contains 22784 members 
Mstep: Class 25 contains 295520 members 
Mstep: Class 26 contains 1471 members 
Mstep: Class 27 contains 13953 members 
Mstep: Class 28 contains 1716 members 
Mstep: Class 29 contains 2357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161468656.000000 Penalty: 101876.304688
Iteration 129Q: 30 clusters Score -1.614687e+08 nChanged 5836
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11366 members 
Mstep: Class 3 contains 20623 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 180837 members 
Mstep: Class 6 contains 22009 members 
Mstep: Class 7 contains 22356 members 
Mstep: Class 8 contains 300889 members 
Mstep: Class 9 contains 9173 members 
Mstep: Class 10 contains 80947 members 
Mstep: Class 11 contains 14131 members 
Mstep: Class 12 contains 46744 members 
Mstep: Class 13 contains 36250 members 
Mstep: Class 14 contains 32755 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 8565 members 
Mstep: Class 17 contains 12717 members 
Mstep: Class 18 contains 59028 members 
Mstep: Class 19 contains 10679 members 
Mstep: Class 20 contains 18728 members 
Mstep: Class 21 contains 183015 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 22822 members 
Mstep: Class 25 contains 295609 members 
Mstep: Class 26 contains 1475 members 
Mstep: Class 27 contains 14511 members 
Mstep: Class 28 contains 1733 members 
Mstep: Class 29 contains 2378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161469376.000000 Penalty: 101876.304688
Iteration 130Q: 30 clusters Score -1.614694e+08 nChanged 5638
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11359 members 
Mstep: Class 3 contains 20633 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 180239 members 
Mstep: Class 6 contains 22008 members 
Mstep: Class 7 contains 22123 members 
Mstep: Class 8 contains 300689 members 
Mstep: Class 9 contains 9100 members 
Mstep: Class 10 contains 81004 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 46840 members 
Mstep: Class 13 contains 36180 members 
Mstep: Class 14 contains 32765 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 8566 members 
Mstep: Class 17 contains 12739 members 
Mstep: Class 18 contains 59203 members 
Mstep: Class 19 contains 10720 members 
Mstep: Class 20 contains 18729 members 
Mstep: Class 21 contains 183083 members 
Mstep: Class 22 contains 2251 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 22832 members 
Mstep: Class 25 contains 295729 members 
Mstep: Class 26 contains 1482 members 
Mstep: Class 27 contains 15031 members 
Mstep: Class 28 contains 1754 members 
Mstep: Class 29 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161469472.000000 Penalty: 101876.304688
Iteration 131Q: 30 clusters Score -1.614695e+08 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 11344 members 
Mstep: Class 3 contains 20633 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 179747 members 
Mstep: Class 6 contains 22005 members 
Mstep: Class 7 contains 21909 members 
Mstep: Class 8 contains 300446 members 
Mstep: Class 9 contains 9015 members 
Mstep: Class 10 contains 81098 members 
Mstep: Class 11 contains 14132 members 
Mstep: Class 12 contains 46931 members 
Mstep: Class 13 contains 36115 members 
Mstep: Class 14 contains 32781 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 12736 members 
Mstep: Class 18 contains 59344 members 
Mstep: Class 19 contains 10761 members 
Mstep: Class 20 contains 18733 members 
Mstep: Class 21 contains 183130 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 22850 members 
Mstep: Class 25 contains 295834 members 
Mstep: Class 26 contains 1488 members 
Mstep: Class 27 contains 15546 members 
Mstep: Class 28 contains 1767 members 
Mstep: Class 29 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161470400.000000 Penalty: 101876.304688
Iteration 132Q: 30 clusters Score -1.614704e+08 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11329 members 
Mstep: Class 3 contains 20639 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 179242 members 
Mstep: Class 6 contains 22012 members 
Mstep: Class 7 contains 21688 members 
Mstep: Class 8 contains 300316 members 
Mstep: Class 9 contains 8937 members 
Mstep: Class 10 contains 81221 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 47041 members 
Mstep: Class 13 contains 36068 members 
Mstep: Class 14 contains 32774 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 8577 members 
Mstep: Class 17 contains 12720 members 
Mstep: Class 18 contains 59497 members 
Mstep: Class 19 contains 10828 members 
Mstep: Class 20 contains 18739 members 
Mstep: Class 21 contains 183164 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 22813 members 
Mstep: Class 25 contains 295874 members 
Mstep: Class 26 contains 1493 members 
Mstep: Class 27 contains 16018 members 
Mstep: Class 28 contains 1779 members 
Mstep: Class 29 contains 2442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161470752.000000 Penalty: 101876.304688
Iteration 133Q: 30 clusters Score -1.614708e+08 nChanged 4799
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11319 members 
Mstep: Class 3 contains 20649 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 178998 members 
Mstep: Class 6 contains 22010 members 
Mstep: Class 7 contains 21477 members 
Mstep: Class 8 contains 300101 members 
Mstep: Class 9 contains 8870 members 
Mstep: Class 10 contains 81353 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 47130 members 
Mstep: Class 13 contains 36005 members 
Mstep: Class 14 contains 32750 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 8582 members 
Mstep: Class 17 contains 12700 members 
Mstep: Class 18 contains 59660 members 
Mstep: Class 19 contains 10882 members 
Mstep: Class 20 contains 18759 members 
Mstep: Class 21 contains 183178 members 
Mstep: Class 22 contains 2254 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 22810 members 
Mstep: Class 25 contains 295794 members 
Mstep: Class 26 contains 1502 members 
Mstep: Class 27 contains 16441 members 
Mstep: Class 28 contains 1785 members 
Mstep: Class 29 contains 2457 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161470176.000000 Penalty: 101876.304688
Iteration 134Q: 30 clusters Score -1.614702e+08 nChanged 4594
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11314 members 
Mstep: Class 3 contains 20655 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 178820 members 
Mstep: Class 6 contains 22001 members 
Mstep: Class 7 contains 21255 members 
Mstep: Class 8 contains 299917 members 
Mstep: Class 9 contains 8826 members 
Mstep: Class 10 contains 81473 members 
Mstep: Class 11 contains 14128 members 
Mstep: Class 12 contains 47212 members 
Mstep: Class 13 contains 35953 members 
Mstep: Class 14 contains 32740 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 12660 members 
Mstep: Class 18 contains 59829 members 
Mstep: Class 19 contains 10930 members 
Mstep: Class 20 contains 18774 members 
Mstep: Class 21 contains 183157 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 22795 members 
Mstep: Class 25 contains 295707 members 
Mstep: Class 26 contains 1510 members 
Mstep: Class 27 contains 16831 members 
Mstep: Class 28 contains 1798 members 
Mstep: Class 29 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161470624.000000 Penalty: 101876.304688
Iteration 135Q: 30 clusters Score -1.614706e+08 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11300 members 
Mstep: Class 3 contains 20646 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 178715 members 
Mstep: Class 6 contains 21991 members 
Mstep: Class 7 contains 21032 members 
Mstep: Class 8 contains 299875 members 
Mstep: Class 9 contains 8787 members 
Mstep: Class 10 contains 81582 members 
Mstep: Class 11 contains 14131 members 
Mstep: Class 12 contains 47282 members 
Mstep: Class 13 contains 35898 members 
Mstep: Class 14 contains 32718 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 8591 members 
Mstep: Class 17 contains 12618 members 
Mstep: Class 18 contains 59956 members 
Mstep: Class 19 contains 10977 members 
Mstep: Class 20 contains 18792 members 
Mstep: Class 21 contains 183116 members 
Mstep: Class 22 contains 2253 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 22799 members 
Mstep: Class 25 contains 295524 members 
Mstep: Class 26 contains 1519 members 
Mstep: Class 27 contains 17207 members 
Mstep: Class 28 contains 1810 members 
Mstep: Class 29 contains 2473 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471088.000000 Penalty: 101876.304688
Iteration 136Q: 30 clusters Score -1.614711e+08 nChanged 4320
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11293 members 
Mstep: Class 3 contains 20650 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 178632 members 
Mstep: Class 6 contains 21988 members 
Mstep: Class 7 contains 20840 members 
Mstep: Class 8 contains 299898 members 
Mstep: Class 9 contains 8736 members 
Mstep: Class 10 contains 81650 members 
Mstep: Class 11 contains 14128 members 
Mstep: Class 12 contains 47349 members 
Mstep: Class 13 contains 35848 members 
Mstep: Class 14 contains 32698 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 8580 members 
Mstep: Class 17 contains 12565 members 
Mstep: Class 18 contains 60078 members 
Mstep: Class 19 contains 11016 members 
Mstep: Class 20 contains 18808 members 
Mstep: Class 21 contains 183081 members 
Mstep: Class 22 contains 2254 members 
Mstep: Class 23 contains 464 members 
Mstep: Class 24 contains 22805 members 
Mstep: Class 25 contains 295331 members 
Mstep: Class 26 contains 1533 members 
Mstep: Class 27 contains 17532 members 
Mstep: Class 28 contains 1819 members 
Mstep: Class 29 contains 2482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471616.000000 Penalty: 101876.304688
Iteration 137Q: 30 clusters Score -1.614716e+08 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11288 members 
Mstep: Class 3 contains 20669 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 178553 members 
Mstep: Class 6 contains 21973 members 
Mstep: Class 7 contains 20661 members 
Mstep: Class 8 contains 300005 members 
Mstep: Class 9 contains 8669 members 
Mstep: Class 10 contains 81706 members 
Mstep: Class 11 contains 14127 members 
Mstep: Class 12 contains 47405 members 
Mstep: Class 13 contains 35792 members 
Mstep: Class 14 contains 32666 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 8580 members 
Mstep: Class 17 contains 12487 members 
Mstep: Class 18 contains 60210 members 
Mstep: Class 19 contains 11047 members 
Mstep: Class 20 contains 18822 members 
Mstep: Class 21 contains 183045 members 
Mstep: Class 22 contains 2254 members 
Mstep: Class 23 contains 466 members 
Mstep: Class 24 contains 22831 members 
Mstep: Class 25 contains 295117 members 
Mstep: Class 26 contains 1544 members 
Mstep: Class 27 contains 17827 members 
Mstep: Class 28 contains 1825 members 
Mstep: Class 29 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161471888.000000 Penalty: 101876.304688
Iteration 138Q: 30 clusters Score -1.614719e+08 nChanged 4125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 20654 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 178640 members 
Mstep: Class 6 contains 21973 members 
Mstep: Class 7 contains 20476 members 
Mstep: Class 8 contains 300007 members 
Mstep: Class 9 contains 8608 members 
Mstep: Class 10 contains 81787 members 
Mstep: Class 11 contains 14122 members 
Mstep: Class 12 contains 47473 members 
Mstep: Class 13 contains 35745 members 
Mstep: Class 14 contains 32635 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 8578 members 
Mstep: Class 17 contains 12432 members 
Mstep: Class 18 contains 60313 members 
Mstep: Class 19 contains 11068 members 
Mstep: Class 20 contains 18826 members 
Mstep: Class 21 contains 182974 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 467 members 
Mstep: Class 24 contains 22858 members 
Mstep: Class 25 contains 294928 members 
Mstep: Class 26 contains 1558 members 
Mstep: Class 27 contains 18077 members 
Mstep: Class 28 contains 1835 members 
Mstep: Class 29 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472800.000000 Penalty: 101876.304688
Iteration 139Q: 30 clusters Score -1.614728e+08 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11271 members 
Mstep: Class 3 contains 20658 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 178800 members 
Mstep: Class 6 contains 21959 members 
Mstep: Class 7 contains 20304 members 
Mstep: Class 8 contains 299973 members 
Mstep: Class 9 contains 8543 members 
Mstep: Class 10 contains 81832 members 
Mstep: Class 11 contains 14125 members 
Mstep: Class 12 contains 47533 members 
Mstep: Class 13 contains 35705 members 
Mstep: Class 14 contains 32628 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 12360 members 
Mstep: Class 18 contains 60431 members 
Mstep: Class 19 contains 11091 members 
Mstep: Class 20 contains 18828 members 
Mstep: Class 21 contains 182845 members 
Mstep: Class 22 contains 2250 members 
Mstep: Class 23 contains 468 members 
Mstep: Class 24 contains 22869 members 
Mstep: Class 25 contains 294777 members 
Mstep: Class 26 contains 1577 members 
Mstep: Class 27 contains 18323 members 
Mstep: Class 28 contains 1842 members 
Mstep: Class 29 contains 2497 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472976.000000 Penalty: 101876.304688
Iteration 140F: 30 clusters Score -1.61473e+08 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11261 members 
Mstep: Class 3 contains 20641 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 178991 members 
Mstep: Class 6 contains 21949 members 
Mstep: Class 7 contains 20140 members 
Mstep: Class 8 contains 299861 members 
Mstep: Class 9 contains 8474 members 
Mstep: Class 10 contains 81860 members 
Mstep: Class 11 contains 14126 members 
Mstep: Class 12 contains 47596 members 
Mstep: Class 13 contains 35669 members 
Mstep: Class 14 contains 32626 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 12362 members 
Mstep: Class 18 contains 60549 members 
Mstep: Class 19 contains 11112 members 
Mstep: Class 20 contains 18826 members 
Mstep: Class 21 contains 182702 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 469 members 
Mstep: Class 24 contains 22875 members 
Mstep: Class 25 contains 294618 members 
Mstep: Class 26 contains 1593 members 
Mstep: Class 27 contains 18591 members 
Mstep: Class 28 contains 1853 members 
Mstep: Class 29 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161473296.000000 Penalty: 101876.304688
Iteration 141Q: 30 clusters Score -1.614733e+08 nChanged 4172
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11258 members 
Mstep: Class 3 contains 20625 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 179190 members 
Mstep: Class 6 contains 21954 members 
Mstep: Class 7 contains 19976 members 
Mstep: Class 8 contains 299746 members 
Mstep: Class 9 contains 8417 members 
Mstep: Class 10 contains 81902 members 
Mstep: Class 11 contains 14119 members 
Mstep: Class 12 contains 47649 members 
Mstep: Class 13 contains 35631 members 
Mstep: Class 14 contains 32618 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 8570 members 
Mstep: Class 17 contains 12347 members 
Mstep: Class 18 contains 60687 members 
Mstep: Class 19 contains 11135 members 
Mstep: Class 20 contains 18832 members 
Mstep: Class 21 contains 182548 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22876 members 
Mstep: Class 25 contains 294454 members 
Mstep: Class 26 contains 1615 members 
Mstep: Class 27 contains 18831 members 
Mstep: Class 28 contains 1857 members 
Mstep: Class 29 contains 2506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161473792.000000 Penalty: 101876.304688
Iteration 142Q: 30 clusters Score -1.614738e+08 nChanged 4037
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11253 members 
Mstep: Class 3 contains 20612 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 179370 members 
Mstep: Class 6 contains 21953 members 
Mstep: Class 7 contains 19826 members 
Mstep: Class 8 contains 299671 members 
Mstep: Class 9 contains 8346 members 
Mstep: Class 10 contains 81934 members 
Mstep: Class 11 contains 14114 members 
Mstep: Class 12 contains 47690 members 
Mstep: Class 13 contains 35591 members 
Mstep: Class 14 contains 32625 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 12333 members 
Mstep: Class 18 contains 60821 members 
Mstep: Class 19 contains 11156 members 
Mstep: Class 20 contains 18841 members 
Mstep: Class 21 contains 182404 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22877 members 
Mstep: Class 25 contains 294305 members 
Mstep: Class 26 contains 1636 members 
Mstep: Class 27 contains 19047 members 
Mstep: Class 28 contains 1863 members 
Mstep: Class 29 contains 2508 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474176.000000 Penalty: 101876.304688
Iteration 143Q: 30 clusters Score -1.614742e+08 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11242 members 
Mstep: Class 3 contains 20591 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 179694 members 
Mstep: Class 6 contains 21953 members 
Mstep: Class 7 contains 19674 members 
Mstep: Class 8 contains 299510 members 
Mstep: Class 9 contains 8278 members 
Mstep: Class 10 contains 81942 members 
Mstep: Class 11 contains 14118 members 
Mstep: Class 12 contains 47745 members 
Mstep: Class 13 contains 35548 members 
Mstep: Class 14 contains 32625 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 8564 members 
Mstep: Class 17 contains 12311 members 
Mstep: Class 18 contains 60940 members 
Mstep: Class 19 contains 11176 members 
Mstep: Class 20 contains 18844 members 
Mstep: Class 21 contains 182244 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22891 members 
Mstep: Class 25 contains 294201 members 
Mstep: Class 26 contains 1647 members 
Mstep: Class 27 contains 19220 members 
Mstep: Class 28 contains 1872 members 
Mstep: Class 29 contains 2515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474944.000000 Penalty: 101876.304688
Iteration 144Q: 30 clusters Score -1.614749e+08 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11234 members 
Mstep: Class 3 contains 20598 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 180017 members 
Mstep: Class 6 contains 21934 members 
Mstep: Class 7 contains 19529 members 
Mstep: Class 8 contains 299428 members 
Mstep: Class 9 contains 8207 members 
Mstep: Class 10 contains 81956 members 
Mstep: Class 11 contains 14125 members 
Mstep: Class 12 contains 47808 members 
Mstep: Class 13 contains 35510 members 
Mstep: Class 14 contains 32620 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 8564 members 
Mstep: Class 17 contains 12295 members 
Mstep: Class 18 contains 61045 members 
Mstep: Class 19 contains 11186 members 
Mstep: Class 20 contains 18849 members 
Mstep: Class 21 contains 182055 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22903 members 
Mstep: Class 25 contains 294051 members 
Mstep: Class 26 contains 1657 members 
Mstep: Class 27 contains 19379 members 
Mstep: Class 28 contains 1883 members 
Mstep: Class 29 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474448.000000 Penalty: 101876.304688
Iteration 145Q: 30 clusters Score -1.614744e+08 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11227 members 
Mstep: Class 3 contains 20608 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 180279 members 
Mstep: Class 6 contains 21911 members 
Mstep: Class 7 contains 19393 members 
Mstep: Class 8 contains 299361 members 
Mstep: Class 9 contains 8135 members 
Mstep: Class 10 contains 81971 members 
Mstep: Class 11 contains 14126 members 
Mstep: Class 12 contains 47858 members 
Mstep: Class 13 contains 35479 members 
Mstep: Class 14 contains 32615 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8563 members 
Mstep: Class 17 contains 12308 members 
Mstep: Class 18 contains 61153 members 
Mstep: Class 19 contains 11203 members 
Mstep: Class 20 contains 18860 members 
Mstep: Class 21 contains 181836 members 
Mstep: Class 22 contains 2247 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22914 members 
Mstep: Class 25 contains 293943 members 
Mstep: Class 26 contains 1664 members 
Mstep: Class 27 contains 19535 members 
Mstep: Class 28 contains 1890 members 
Mstep: Class 29 contains 2518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474624.000000 Penalty: 101876.304688
Iteration 146Q: 30 clusters Score -1.614746e+08 nChanged 3704
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 20612 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 180519 members 
Mstep: Class 6 contains 21901 members 
Mstep: Class 7 contains 19243 members 
Mstep: Class 8 contains 299264 members 
Mstep: Class 9 contains 8077 members 
Mstep: Class 10 contains 82009 members 
Mstep: Class 11 contains 14127 members 
Mstep: Class 12 contains 47898 members 
Mstep: Class 13 contains 35455 members 
Mstep: Class 14 contains 32614 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8567 members 
Mstep: Class 17 contains 12317 members 
Mstep: Class 18 contains 61254 members 
Mstep: Class 19 contains 11231 members 
Mstep: Class 20 contains 18860 members 
Mstep: Class 21 contains 181666 members 
Mstep: Class 22 contains 2247 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22912 members 
Mstep: Class 25 contains 293825 members 
Mstep: Class 26 contains 1670 members 
Mstep: Class 27 contains 19686 members 
Mstep: Class 28 contains 1896 members 
Mstep: Class 29 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474928.000000 Penalty: 101876.304688
Iteration 147Q: 30 clusters Score -1.614749e+08 nChanged 3749
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11216 members 
Mstep: Class 3 contains 20598 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 180814 members 
Mstep: Class 6 contains 21888 members 
Mstep: Class 7 contains 19098 members 
Mstep: Class 8 contains 299141 members 
Mstep: Class 9 contains 8016 members 
Mstep: Class 10 contains 82035 members 
Mstep: Class 11 contains 14123 members 
Mstep: Class 12 contains 47933 members 
Mstep: Class 13 contains 35432 members 
Mstep: Class 14 contains 32603 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8576 members 
Mstep: Class 17 contains 12315 members 
Mstep: Class 18 contains 61373 members 
Mstep: Class 19 contains 11249 members 
Mstep: Class 20 contains 18863 members 
Mstep: Class 21 contains 181497 members 
Mstep: Class 22 contains 2247 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22916 members 
Mstep: Class 25 contains 293729 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 19833 members 
Mstep: Class 28 contains 1901 members 
Mstep: Class 29 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161475232.000000 Penalty: 101876.304688
Iteration 148Q: 30 clusters Score -1.614752e+08 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11209 members 
Mstep: Class 3 contains 20587 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 181072 members 
Mstep: Class 6 contains 21874 members 
Mstep: Class 7 contains 18973 members 
Mstep: Class 8 contains 299114 members 
Mstep: Class 9 contains 7955 members 
Mstep: Class 10 contains 82010 members 
Mstep: Class 11 contains 14129 members 
Mstep: Class 12 contains 47967 members 
Mstep: Class 13 contains 35416 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8582 members 
Mstep: Class 17 contains 12313 members 
Mstep: Class 18 contains 61495 members 
Mstep: Class 19 contains 11271 members 
Mstep: Class 20 contains 18873 members 
Mstep: Class 21 contains 181264 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22906 members 
Mstep: Class 25 contains 293638 members 
Mstep: Class 26 contains 1674 members 
Mstep: Class 27 contains 19981 members 
Mstep: Class 28 contains 1909 members 
Mstep: Class 29 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161475056.000000 Penalty: 101876.304688
Iteration 149Q: 30 clusters Score -1.614751e+08 nChanged 3708
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11208 members 
Mstep: Class 3 contains 20574 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 181417 members 
Mstep: Class 6 contains 21858 members 
Mstep: Class 7 contains 18839 members 
Mstep: Class 8 contains 298978 members 
Mstep: Class 9 contains 7886 members 
Mstep: Class 10 contains 82029 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 48020 members 
Mstep: Class 13 contains 35402 members 
Mstep: Class 14 contains 32615 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8589 members 
Mstep: Class 17 contains 12306 members 
Mstep: Class 18 contains 61627 members 
Mstep: Class 19 contains 11295 members 
Mstep: Class 20 contains 18874 members 
Mstep: Class 21 contains 181040 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22891 members 
Mstep: Class 25 contains 293547 members 
Mstep: Class 26 contains 1675 members 
Mstep: Class 27 contains 20105 members 
Mstep: Class 28 contains 1914 members 
Mstep: Class 29 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161475712.000000 Penalty: 101876.304688
Iteration 150Q: 30 clusters Score -1.614757e+08 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11200 members 
Mstep: Class 3 contains 20562 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 181732 members 
Mstep: Class 6 contains 21855 members 
Mstep: Class 7 contains 18716 members 
Mstep: Class 8 contains 298960 members 
Mstep: Class 9 contains 7832 members 
Mstep: Class 10 contains 82012 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 48079 members 
Mstep: Class 13 contains 35378 members 
Mstep: Class 14 contains 32616 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 12294 members 
Mstep: Class 18 contains 61754 members 
Mstep: Class 19 contains 11319 members 
Mstep: Class 20 contains 18874 members 
Mstep: Class 21 contains 180797 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22889 members 
Mstep: Class 25 contains 293426 members 
Mstep: Class 26 contains 1676 members 
Mstep: Class 27 contains 20215 members 
Mstep: Class 28 contains 1915 members 
Mstep: Class 29 contains 2533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476064.000000 Penalty: 101876.304688
Iteration 151Q: 30 clusters Score -1.614761e+08 nChanged 3504
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11200 members 
Mstep: Class 3 contains 20533 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 181990 members 
Mstep: Class 6 contains 21863 members 
Mstep: Class 7 contains 18607 members 
Mstep: Class 8 contains 298993 members 
Mstep: Class 9 contains 7790 members 
Mstep: Class 10 contains 81969 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 48137 members 
Mstep: Class 13 contains 35359 members 
Mstep: Class 14 contains 32623 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 12266 members 
Mstep: Class 18 contains 61862 members 
Mstep: Class 19 contains 11338 members 
Mstep: Class 20 contains 18884 members 
Mstep: Class 21 contains 180549 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22895 members 
Mstep: Class 25 contains 293324 members 
Mstep: Class 26 contains 1678 members 
Mstep: Class 27 contains 20329 members 
Mstep: Class 28 contains 1916 members 
Mstep: Class 29 contains 2531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476032.000000 Penalty: 101876.304688
Iteration 152Q: 30 clusters Score -1.61476e+08 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11201 members 
Mstep: Class 3 contains 20535 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 182237 members 
Mstep: Class 6 contains 21859 members 
Mstep: Class 7 contains 18484 members 
Mstep: Class 8 contains 298994 members 
Mstep: Class 9 contains 7751 members 
Mstep: Class 10 contains 81938 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 48183 members 
Mstep: Class 13 contains 35333 members 
Mstep: Class 14 contains 32620 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 12252 members 
Mstep: Class 18 contains 61975 members 
Mstep: Class 19 contains 11359 members 
Mstep: Class 20 contains 18889 members 
Mstep: Class 21 contains 180276 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22902 members 
Mstep: Class 25 contains 293293 members 
Mstep: Class 26 contains 1681 members 
Mstep: Class 27 contains 20426 members 
Mstep: Class 28 contains 1918 members 
Mstep: Class 29 contains 2531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476336.000000 Penalty: 101876.304688
Iteration 153Q: 30 clusters Score -1.614763e+08 nChanged 3456
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11194 members 
Mstep: Class 3 contains 20528 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 182430 members 
Mstep: Class 6 contains 21868 members 
Mstep: Class 7 contains 18357 members 
Mstep: Class 8 contains 299081 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 81900 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 48221 members 
Mstep: Class 13 contains 35306 members 
Mstep: Class 14 contains 32606 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 8594 members 
Mstep: Class 17 contains 12242 members 
Mstep: Class 18 contains 62083 members 
Mstep: Class 19 contains 11374 members 
Mstep: Class 20 contains 18886 members 
Mstep: Class 21 contains 179961 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22913 members 
Mstep: Class 25 contains 293324 members 
Mstep: Class 26 contains 1685 members 
Mstep: Class 27 contains 20507 members 
Mstep: Class 28 contains 1919 members 
Mstep: Class 29 contains 2531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476464.000000 Penalty: 101876.304688
Iteration 154Q: 30 clusters Score -1.614765e+08 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11193 members 
Mstep: Class 3 contains 20521 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 182718 members 
Mstep: Class 6 contains 21876 members 
Mstep: Class 7 contains 18250 members 
Mstep: Class 8 contains 299103 members 
Mstep: Class 9 contains 7690 members 
Mstep: Class 10 contains 81845 members 
Mstep: Class 11 contains 14138 members 
Mstep: Class 12 contains 48250 members 
Mstep: Class 13 contains 35281 members 
Mstep: Class 14 contains 32606 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8593 members 
Mstep: Class 17 contains 12217 members 
Mstep: Class 18 contains 62204 members 
Mstep: Class 19 contains 11386 members 
Mstep: Class 20 contains 18888 members 
Mstep: Class 21 contains 179658 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22925 members 
Mstep: Class 25 contains 293295 members 
Mstep: Class 26 contains 1690 members 
Mstep: Class 27 contains 20579 members 
Mstep: Class 28 contains 1920 members 
Mstep: Class 29 contains 2532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476768.000000 Penalty: 101876.304688
Iteration 155Q: 30 clusters Score -1.614768e+08 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11194 members 
Mstep: Class 3 contains 20523 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 183083 members 
Mstep: Class 6 contains 21881 members 
Mstep: Class 7 contains 18131 members 
Mstep: Class 8 contains 299060 members 
Mstep: Class 9 contains 7668 members 
Mstep: Class 10 contains 81784 members 
Mstep: Class 11 contains 14140 members 
Mstep: Class 12 contains 48276 members 
Mstep: Class 13 contains 35261 members 
Mstep: Class 14 contains 32604 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8596 members 
Mstep: Class 17 contains 12190 members 
Mstep: Class 18 contains 62312 members 
Mstep: Class 19 contains 11403 members 
Mstep: Class 20 contains 18892 members 
Mstep: Class 21 contains 179390 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22925 members 
Mstep: Class 25 contains 293257 members 
Mstep: Class 26 contains 1693 members 
Mstep: Class 27 contains 20641 members 
Mstep: Class 28 contains 1921 members 
Mstep: Class 29 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476928.000000 Penalty: 101876.304688
Iteration 156Q: 30 clusters Score -1.614769e+08 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11194 members 
Mstep: Class 3 contains 20517 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 183495 members 
Mstep: Class 6 contains 21875 members 
Mstep: Class 7 contains 18019 members 
Mstep: Class 8 contains 299061 members 
Mstep: Class 9 contains 7636 members 
Mstep: Class 10 contains 81716 members 
Mstep: Class 11 contains 14139 members 
Mstep: Class 12 contains 48279 members 
Mstep: Class 13 contains 35234 members 
Mstep: Class 14 contains 32613 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8602 members 
Mstep: Class 17 contains 12162 members 
Mstep: Class 18 contains 62396 members 
Mstep: Class 19 contains 11421 members 
Mstep: Class 20 contains 18894 members 
Mstep: Class 21 contains 179139 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22917 members 
Mstep: Class 25 contains 293206 members 
Mstep: Class 26 contains 1697 members 
Mstep: Class 27 contains 20686 members 
Mstep: Class 28 contains 1923 members 
Mstep: Class 29 contains 2538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161477184.000000 Penalty: 101876.304688
Iteration 157Q: 30 clusters Score -1.614772e+08 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11195 members 
Mstep: Class 3 contains 20510 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 183868 members 
Mstep: Class 6 contains 21875 members 
Mstep: Class 7 contains 17898 members 
Mstep: Class 8 contains 299075 members 
Mstep: Class 9 contains 7610 members 
Mstep: Class 10 contains 81654 members 
Mstep: Class 11 contains 14140 members 
Mstep: Class 12 contains 48288 members 
Mstep: Class 13 contains 35209 members 
Mstep: Class 14 contains 32617 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8609 members 
Mstep: Class 17 contains 12120 members 
Mstep: Class 18 contains 62464 members 
Mstep: Class 19 contains 11439 members 
Mstep: Class 20 contains 18897 members 
Mstep: Class 21 contains 178883 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22914 members 
Mstep: Class 25 contains 293189 members 
Mstep: Class 26 contains 1701 members 
Mstep: Class 27 contains 20735 members 
Mstep: Class 28 contains 1928 members 
Mstep: Class 29 contains 2538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161477568.000000 Penalty: 101876.304688
Iteration 158Q: 30 clusters Score -1.614776e+08 nChanged 2956
Entering ConstructFrom: 
Score: -161477568.000000 Penalty: 101876.304688
Entering ConstructFrom: 
Trying to split cluster 1 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -254260.984375 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -254261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -251360.265625 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -251360.3 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -252022.671875 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -252022.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -252344.687500 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -252344.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -252653.625000 Penalty: 3865.414551
	Iteration 3F: 3 clusters Score -252653.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -252868.265625 Penalty: 3865.414551
	Iteration 4F: 3 clusters Score -252868.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -253014.843750 Penalty: 3865.414551
	Iteration 5F: 3 clusters Score -253014.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -253147.343750 Penalty: 3865.414551
	Iteration 6F: 3 clusters Score -253147.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -253289.078125 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -253289.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -253526.796875 Penalty: 3865.414551
	Iteration 8F: 3 clusters Score -253526.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -253810.265625 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -253810.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -254222.515625 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -254222.5 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -254579.578125 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -254579.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -254724.296875 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -254724.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -254769.812500 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -254769.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -254778.578125 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -254778.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -254788.796875 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -254788.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -254800.937500 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -254800.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -254805.234375 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -254805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -254807.093750 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -254807.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -254808.187500 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -254808.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -254809.187500 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -254809.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -254809.312500 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -254809.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -254809.312500 Penalty: 3865.414551
	Iteration 22F: 3 clusters Score -254809.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 11189 members 
Mstep: Class 3 contains 20493 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 184222 members 
Mstep: Class 6 contains 21860 members 
Mstep: Class 7 contains 17785 members 
Mstep: Class 8 contains 299062 members 
Mstep: Class 9 contains 7595 members 
Mstep: Class 10 contains 81621 members 
Mstep: Class 11 contains 14137 members 
Mstep: Class 12 contains 48282 members 
Mstep: Class 13 contains 35185 members 
Mstep: Class 14 contains 32613 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 12091 members 
Mstep: Class 18 contains 62533 members 
Mstep: Class 19 contains 11460 members 
Mstep: Class 20 contains 18899 members 
Mstep: Class 21 contains 178677 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22910 members 
Mstep: Class 25 contains 293167 members 
Mstep: Class 26 contains 1706 members 
Mstep: Class 27 contains 20785 members 
Mstep: Class 28 contains 1932 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 1566 members 
Entering Unmasked Estep 
Score: -161476224.000000 Penalty: 105389.281250
Splitting cluster 1 changes total score from -161477568.000000 to -161476224.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 2 (11189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Entering Unmasked Estep 
Score: -1246935.000000 Penalty: 2312.026123
	Iteration 0F: 2 clusters Score -1246935 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 5566 members 
Entering Unmasked Estep 
Score: -1238501.500000 Penalty: 4624.052246
	Iteration 0F: 3 clusters Score -1238502 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1240973.750000 Penalty: 4624.052246
	Iteration 1F: 3 clusters Score -1240974 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1241270.125000 Penalty: 4624.052246
	Iteration 2F: 3 clusters Score -1241270 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1241513.625000 Penalty: 4624.052246
	Iteration 3F: 3 clusters Score -1241514 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1241711.625000 Penalty: 4624.052246
	Iteration 4Q: 3 clusters Score -1241712 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1241881.750000 Penalty: 4624.052246
	Iteration 5Q: 3 clusters Score -1241882 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1242091.500000 Penalty: 4624.052246
	Iteration 6Q: 3 clusters Score -1242092 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1242324.125000 Penalty: 4624.052246
	Iteration 7Q: 3 clusters Score -1242324 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -1242631.250000 Penalty: 4624.052246
	Iteration 8Q: 3 clusters Score -1242631 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -1242981.750000 Penalty: 4624.052246
	Iteration 9F: 3 clusters Score -1242982 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -1243382.000000 Penalty: 4624.052246
	Iteration 10F: 3 clusters Score -1243382 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1243797.500000 Penalty: 4624.052246
	Iteration 11F: 3 clusters Score -1243798 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1244184.875000 Penalty: 4624.052246
	Iteration 12Q: 3 clusters Score -1244185 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1244509.000000 Penalty: 4624.052246
	Iteration 13Q: 3 clusters Score -1244509 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1244776.375000 Penalty: 4624.052246
	Iteration 14Q: 3 clusters Score -1244776 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1244984.875000 Penalty: 4624.052246
	Iteration 15Q: 3 clusters Score -1244985 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1245149.875000 Penalty: 4624.052246
	Iteration 16Q: 3 clusters Score -1245150 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -1245323.250000 Penalty: 4624.052246
	Iteration 17Q: 3 clusters Score -1245323 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1245467.125000 Penalty: 4624.052246
	Iteration 18Q: 3 clusters Score -1245467 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1245558.875000 Penalty: 4624.052246
	Iteration 19Q: 3 clusters Score -1245559 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1245608.625000 Penalty: 4624.052246
	Iteration 20F: 3 clusters Score -1245609 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1245632.250000 Penalty: 4624.052246
	Iteration 21Q: 3 clusters Score -1245632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1245655.125000 Penalty: 4624.052246
	Iteration 22Q: 3 clusters Score -1245655 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1245663.250000 Penalty: 4624.052246
	Iteration 23Q: 3 clusters Score -1245663 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1245673.125000 Penalty: 4624.052246
	Iteration 24Q: 3 clusters Score -1245673 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1245677.000000 Penalty: 4624.052246
	Iteration 25Q: 3 clusters Score -1245677 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1245678.250000 Penalty: 4624.052246
	Iteration 26Q: 3 clusters Score -1245678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1245679.750000 Penalty: 4624.052246
	Iteration 27Q: 3 clusters Score -1245680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10120 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1245682.500000 Penalty: 4624.052246
	Iteration 28Q: 3 clusters Score -1245682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1245680.250000 Penalty: 4624.052246
	Iteration 29Q: 3 clusters Score -1245680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1245683.875000 Penalty: 4624.052246
	Iteration 30Q: 3 clusters Score -1245684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -1245683.875000 Penalty: 4624.052246
	Iteration 31F: 3 clusters Score -1245684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (20493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20493 members 
Entering Unmasked Estep 
Score: -2459717.500000 Penalty: 2462.104004
	Iteration 0F: 2 clusters Score -2459718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10264 members 
Entering Unmasked Estep 
Score: -2445376.000000 Penalty: 4924.208008
	Iteration 0F: 3 clusters Score -2445376 nChanged 8911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -2450109.750000 Penalty: 4924.208008
	Iteration 1F: 3 clusters Score -2450110 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2450444.000000 Penalty: 4924.208008
	Iteration 2F: 3 clusters Score -2450444 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -2450719.250000 Penalty: 4924.208008
	Iteration 3Q: 3 clusters Score -2450719 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2450981.750000 Penalty: 4924.208008
	Iteration 4Q: 3 clusters Score -2450982 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 9812 members 
Entering Unmasked Estep 
Score: -2451176.000000 Penalty: 4924.208008
	Iteration 5Q: 3 clusters Score -2451176 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2451335.750000 Penalty: 4924.208008
	Iteration 6Q: 3 clusters Score -2451336 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2451486.000000 Penalty: 4924.208008
	Iteration 7Q: 3 clusters Score -2451486 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11253 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -2451684.250000 Penalty: 4924.208008
	Iteration 8Q: 3 clusters Score -2451684 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -2451967.250000 Penalty: 4924.208008
	Iteration 9Q: 3 clusters Score -2451967 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2452371.750000 Penalty: 4924.208008
	Iteration 10Q: 3 clusters Score -2452372 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -2452915.500000 Penalty: 4924.208008
	Iteration 11Q: 3 clusters Score -2452916 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2453608.750000 Penalty: 4924.208008
	Iteration 12F: 3 clusters Score -2453609 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2454413.250000 Penalty: 4924.208008
	Iteration 13F: 3 clusters Score -2454413 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14889 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -2455236.000000 Penalty: 4924.208008
	Iteration 14F: 3 clusters Score -2455236 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15508 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -2455952.250000 Penalty: 4924.208008
	Iteration 15Q: 3 clusters Score -2455952 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -2456478.500000 Penalty: 4924.208008
	Iteration 16Q: 3 clusters Score -2456478 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -2456786.000000 Penalty: 4924.208008
	Iteration 17Q: 3 clusters Score -2456786 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -2456939.500000 Penalty: 4924.208008
	Iteration 18Q: 3 clusters Score -2456940 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -2457031.750000 Penalty: 4924.208008
	Iteration 19Q: 3 clusters Score -2457032 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2457103.250000 Penalty: 4924.208008
	Iteration 20F: 3 clusters Score -2457103 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2457134.750000 Penalty: 4924.208008
	Iteration 21Q: 3 clusters Score -2457135 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2457181.750000 Penalty: 4924.208008
	Iteration 22Q: 3 clusters Score -2457182 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17371 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -2457211.500000 Penalty: 4924.208008
	Iteration 23Q: 3 clusters Score -2457212 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -2457237.000000 Penalty: 4924.208008
	Iteration 24Q: 3 clusters Score -2457237 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2457263.750000 Penalty: 4924.208008
	Iteration 25Q: 3 clusters Score -2457264 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2457288.250000 Penalty: 4924.208008
	Iteration 26Q: 3 clusters Score -2457288 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -2457321.250000 Penalty: 4924.208008
	Iteration 27Q: 3 clusters Score -2457321 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -2457361.750000 Penalty: 4924.208008
	Iteration 28Q: 3 clusters Score -2457362 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -2457383.250000 Penalty: 4924.208008
	Iteration 29Q: 3 clusters Score -2457383 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -2457405.000000 Penalty: 4924.208008
	Iteration 30Q: 3 clusters Score -2457405 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -2457419.500000 Penalty: 4924.208008
	Iteration 31Q: 3 clusters Score -2457420 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2457431.250000 Penalty: 4924.208008
	Iteration 32Q: 3 clusters Score -2457431 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -2457435.500000 Penalty: 4924.208008
	Iteration 33Q: 3 clusters Score -2457436 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -2457456.000000 Penalty: 4924.208008
	Iteration 34Q: 3 clusters Score -2457456 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -2457467.750000 Penalty: 4924.208008
	Iteration 35Q: 3 clusters Score -2457468 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2457472.250000 Penalty: 4924.208008
	Iteration 36Q: 3 clusters Score -2457472 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -2457485.750000 Penalty: 4924.208008
	Iteration 37Q: 3 clusters Score -2457486 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -2457493.750000 Penalty: 4924.208008
	Iteration 38Q: 3 clusters Score -2457494 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -2457501.000000 Penalty: 4924.208008
	Iteration 39Q: 3 clusters Score -2457501 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2457510.250000 Penalty: 4924.208008
	Iteration 40F: 3 clusters Score -2457510 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2457517.750000 Penalty: 4924.208008
	Iteration 41Q: 3 clusters Score -2457518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2457524.750000 Penalty: 4924.208008
	Iteration 42Q: 3 clusters Score -2457525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18411 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2457525.750000 Penalty: 4924.208008
	Iteration 43Q: 3 clusters Score -2457526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2457523.000000 Penalty: 4924.208008
	Iteration 44Q: 3 clusters Score -2457523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -2457525.750000 Penalty: 4924.208008
	Iteration 45Q: 3 clusters Score -2457526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2457528.250000 Penalty: 4924.208008
	Iteration 46Q: 3 clusters Score -2457528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -2457531.250000 Penalty: 4924.208008
	Iteration 47Q: 3 clusters Score -2457531 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2457535.250000 Penalty: 4924.208008
	Iteration 48Q: 3 clusters Score -2457535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -2457531.500000 Penalty: 4924.208008
	Iteration 49Q: 3 clusters Score -2457532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2457533.000000 Penalty: 4924.208008
	Iteration 50Q: 3 clusters Score -2457533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -2457529.750000 Penalty: 4924.208008
	Iteration 51Q: 3 clusters Score -2457530 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18474 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -2457528.500000 Penalty: 4924.208008
	Iteration 52Q: 3 clusters Score -2457528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18479 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2457533.000000 Penalty: 4924.208008
	Iteration 53Q: 3 clusters Score -2457533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18486 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -2457538.000000 Penalty: 4924.208008
	Iteration 54Q: 3 clusters Score -2457538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18495 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -2457534.000000 Penalty: 4924.208008
	Iteration 55Q: 3 clusters Score -2457534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -2457538.000000 Penalty: 4924.208008
	Iteration 56Q: 3 clusters Score -2457538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2457533.750000 Penalty: 4924.208008
	Iteration 57Q: 3 clusters Score -2457534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18517 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2457539.500000 Penalty: 4924.208008
	Iteration 58Q: 3 clusters Score -2457540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2457537.000000 Penalty: 4924.208008
	Iteration 59Q: 3 clusters Score -2457537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2457540.500000 Penalty: 4924.208008
	Iteration 60F: 3 clusters Score -2457540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2457542.000000 Penalty: 4924.208008
	Iteration 61Q: 3 clusters Score -2457542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2457548.000000 Penalty: 4924.208008
	Iteration 62Q: 3 clusters Score -2457548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -2457549.750000 Penalty: 4924.208008
	Iteration 63Q: 3 clusters Score -2457550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2457550.000000 Penalty: 4924.208008
	Iteration 64Q: 3 clusters Score -2457550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -2457549.250000 Penalty: 4924.208008
	Iteration 65Q: 3 clusters Score -2457549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -2457551.750000 Penalty: 4924.208008
	Iteration 66Q: 3 clusters Score -2457552 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2457551.750000 Penalty: 4924.208008
	Iteration 67Q: 3 clusters Score -2457552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2457551.750000 Penalty: 4924.208008
	Iteration 68F: 3 clusters Score -2457552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -46832.187500 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -46832.19 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 250 members 
Entering Unmasked Estep 
Score: -45341.316406 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -45341.32 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45546.277344 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -45546.28 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45617.589844 Penalty: 3059.088379
	Iteration 2Q: 3 clusters Score -45617.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45663.058594 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -45663.06 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45709.328125 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -45709.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45733.335938 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -45733.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45750.292969 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -45750.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -45760.093750 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -45760.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45778.214844 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -45778.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45795.039062 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -45795.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -45803.820312 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -45803.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45808.894531 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -45808.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -45814.554688 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -45814.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -45827.781250 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -45827.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -45851.500000 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -45851.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45880.343750 Penalty: 3059.088379
	Iteration 15Q: 3 clusters Score -45880.34 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45921.375000 Penalty: 3059.088379
	Iteration 16Q: 3 clusters Score -45921.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45952.433594 Penalty: 3059.088379
	Iteration 17Q: 3 clusters Score -45952.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45973.863281 Penalty: 3059.088379
	Iteration 18Q: 3 clusters Score -45973.86 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45984.558594 Penalty: 3059.088379
	Iteration 19Q: 3 clusters Score -45984.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -45998.253906 Penalty: 3059.088379
	Iteration 20F: 3 clusters Score -45998.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46011.960938 Penalty: 3059.088379
	Iteration 21Q: 3 clusters Score -46011.96 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46038.113281 Penalty: 3059.088379
	Iteration 22Q: 3 clusters Score -46038.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -46047.125000 Penalty: 3059.088379
	Iteration 23Q: 3 clusters Score -46047.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46055.699219 Penalty: 3059.088379
	Iteration 24Q: 3 clusters Score -46055.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46065.902344 Penalty: 3059.088379
	Iteration 25Q: 3 clusters Score -46065.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46080.097656 Penalty: 3059.088379
	Iteration 26Q: 3 clusters Score -46080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46089.328125 Penalty: 3059.088379
	Iteration 27Q: 3 clusters Score -46089.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46095.171875 Penalty: 3059.088379
	Iteration 28Q: 3 clusters Score -46095.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46101.242188 Penalty: 3059.088379
	Iteration 29Q: 3 clusters Score -46101.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46108.949219 Penalty: 3059.088379
	Iteration 30Q: 3 clusters Score -46108.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46108.949219 Penalty: 3059.088379
	Iteration 31F: 3 clusters Score -46108.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (184222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184222 members 
Entering Unmasked Estep 
Score: -21703930.000000 Penalty: 3006.726318
	Iteration 0F: 2 clusters Score -2.170393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91816 members 
Mstep: Class 2 contains 92406 members 
Entering Unmasked Estep 
Score: -21583072.000000 Penalty: 6013.452637
	Iteration 0F: 3 clusters Score -2.158307e+07 nChanged 88219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86721 members 
Mstep: Class 2 contains 97501 members 
Entering Unmasked Estep 
Score: -21634646.000000 Penalty: 6013.452637
	Iteration 1F: 3 clusters Score -2.163465e+07 nChanged 5454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83739 members 
Mstep: Class 2 contains 100483 members 
Entering Unmasked Estep 
Score: -21635970.000000 Penalty: 6013.452637
	Iteration 2Q: 3 clusters Score -2.163597e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79009 members 
Mstep: Class 2 contains 105213 members 
Entering Unmasked Estep 
Score: -21637878.000000 Penalty: 6013.452637
	Iteration 3Q: 3 clusters Score -2.163788e+07 nChanged 7990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71899 members 
Mstep: Class 2 contains 112323 members 
Entering Unmasked Estep 
Score: -21641578.000000 Penalty: 6013.452637
	Iteration 4Q: 3 clusters Score -2.164158e+07 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61825 members 
Mstep: Class 2 contains 122397 members 
Entering Unmasked Estep 
Score: -21647736.000000 Penalty: 6013.452637
	Iteration 5F: 3 clusters Score -2.164774e+07 nChanged 13496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48411 members 
Mstep: Class 2 contains 135811 members 
Entering Unmasked Estep 
Score: -21658490.000000 Penalty: 6013.452637
	Iteration 6F: 3 clusters Score -2.165849e+07 nChanged 15591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32828 members 
Mstep: Class 2 contains 151394 members 
Entering Unmasked Estep 
Score: -21672310.000000 Penalty: 6013.452637
	Iteration 7F: 3 clusters Score -2.167231e+07 nChanged 14285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 165679 members 
Entering Unmasked Estep 
Score: -21685476.000000 Penalty: 6013.452637
	Iteration 8F: 3 clusters Score -2.168548e+07 nChanged 9638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8909 members 
Mstep: Class 2 contains 175313 members 
Entering Unmasked Estep 
Score: -21694064.000000 Penalty: 6013.452637
	Iteration 9F: 3 clusters Score -2.169406e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 180229 members 
Entering Unmasked Estep 
Score: -21698134.000000 Penalty: 6013.452637
	Iteration 10Q: 3 clusters Score -2.169813e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 182415 members 
Entering Unmasked Estep 
Score: -21699918.000000 Penalty: 6013.452637
	Iteration 11Q: 3 clusters Score -2.169992e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 183290 members 
Entering Unmasked Estep 
Score: -21700726.000000 Penalty: 6013.452637
	Iteration 12Q: 3 clusters Score -2.170073e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 183601 members 
Entering Unmasked Estep 
Score: -21701046.000000 Penalty: 6013.452637
	Iteration 13Q: 3 clusters Score -2.170105e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 183714 members 
Entering Unmasked Estep 
Score: -21701134.000000 Penalty: 6013.452637
	Iteration 14Q: 3 clusters Score -2.170113e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 183755 members 
Entering Unmasked Estep 
Score: -21701196.000000 Penalty: 6013.452637
	Iteration 15Q: 3 clusters Score -2.17012e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 183786 members 
Entering Unmasked Estep 
Score: -21701246.000000 Penalty: 6013.452637
	Iteration 16Q: 3 clusters Score -2.170125e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 183800 members 
Entering Unmasked Estep 
Score: -21701286.000000 Penalty: 6013.452637
	Iteration 17Q: 3 clusters Score -2.170129e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 183811 members 
Entering Unmasked Estep 
Score: -21701294.000000 Penalty: 6013.452637
	Iteration 18Q: 3 clusters Score -2.170129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 183812 members 
Entering Unmasked Estep 
Score: -21701312.000000 Penalty: 6013.452637
	Iteration 19Q: 3 clusters Score -2.170131e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 183814 members 
Entering Unmasked Estep 
Score: -21701318.000000 Penalty: 6013.452637
	Iteration 20F: 3 clusters Score -2.170132e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 183817 members 
Entering Unmasked Estep 
Score: -21701336.000000 Penalty: 6013.452637
	Iteration 21Q: 3 clusters Score -2.170134e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 183818 members 
Entering Unmasked Estep 
Score: -21701342.000000 Penalty: 6013.452637
	Iteration 22Q: 3 clusters Score -2.170134e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 183823 members 
Entering Unmasked Estep 
Score: -21701350.000000 Penalty: 6013.452637
	Iteration 23Q: 3 clusters Score -2.170135e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 183826 members 
Entering Unmasked Estep 
Score: -21701376.000000 Penalty: 6013.452637
	Iteration 24Q: 3 clusters Score -2.170138e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 183835 members 
Entering Unmasked Estep 
Score: -21701380.000000 Penalty: 6013.452637
	Iteration 25Q: 3 clusters Score -2.170138e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 183837 members 
Entering Unmasked Estep 
Score: -21701370.000000 Penalty: 6013.452637
	Iteration 26Q: 3 clusters Score -2.170137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 183838 members 
Entering Unmasked Estep 
Score: -21701394.000000 Penalty: 6013.452637
	Iteration 27Q: 3 clusters Score -2.170139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 183837 members 
Entering Unmasked Estep 
Score: -21701388.000000 Penalty: 6013.452637
	Iteration 28Q: 3 clusters Score -2.170139e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 183839 members 
Entering Unmasked Estep 
Score: -21701400.000000 Penalty: 6013.452637
	Iteration 29Q: 3 clusters Score -2.17014e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 183839 members 
Entering Unmasked Estep 
Score: -21701402.000000 Penalty: 6013.452637
	Iteration 30Q: 3 clusters Score -2.17014e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 183840 members 
Entering Unmasked Estep 
Score: -21701404.000000 Penalty: 6013.452637
	Iteration 31Q: 3 clusters Score -2.17014e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 183840 members 
Entering Unmasked Estep 
Score: -21701404.000000 Penalty: 6013.452637
	Iteration 32F: 3 clusters Score -2.17014e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Entering Unmasked Estep 
Score: -2399974.750000 Penalty: 2478.118652
	Iteration 0F: 2 clusters Score -2399975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -2384643.000000 Penalty: 4956.237305
	Iteration 0F: 3 clusters Score -2384643 nChanged 9679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2389733.250000 Penalty: 4956.237305
	Iteration 1F: 3 clusters Score -2389733 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2390223.500000 Penalty: 4956.237305
	Iteration 2F: 3 clusters Score -2390224 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2390708.250000 Penalty: 4956.237305
	Iteration 3F: 3 clusters Score -2390708 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -2391171.500000 Penalty: 4956.237305
	Iteration 4Q: 3 clusters Score -2391172 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10681 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2391657.000000 Penalty: 4956.237305
	Iteration 5Q: 3 clusters Score -2391657 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 11290 members 
Entering Unmasked Estep 
Score: -2392154.000000 Penalty: 4956.237305
	Iteration 6Q: 3 clusters Score -2392154 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2392685.250000 Penalty: 4956.237305
	Iteration 7Q: 3 clusters Score -2392685 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 11722 members 
Entering Unmasked Estep 
Score: -2393272.500000 Penalty: 4956.237305
	Iteration 8Q: 3 clusters Score -2393272 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2393908.500000 Penalty: 4956.237305
	Iteration 9Q: 3 clusters Score -2393908 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2394480.750000 Penalty: 4956.237305
	Iteration 10Q: 3 clusters Score -2394481 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -2395039.500000 Penalty: 4956.237305
	Iteration 11Q: 3 clusters Score -2395040 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -2395548.000000 Penalty: 4956.237305
	Iteration 12Q: 3 clusters Score -2395548 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2396010.000000 Penalty: 4956.237305
	Iteration 13Q: 3 clusters Score -2396010 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -2396388.250000 Penalty: 4956.237305
	Iteration 14Q: 3 clusters Score -2396388 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -2396635.750000 Penalty: 4956.237305
	Iteration 15Q: 3 clusters Score -2396636 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 13458 members 
Entering Unmasked Estep 
Score: -2396768.250000 Penalty: 4956.237305
	Iteration 16Q: 3 clusters Score -2396768 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -2396892.250000 Penalty: 4956.237305
	Iteration 17Q: 3 clusters Score -2396892 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2396976.750000 Penalty: 4956.237305
	Iteration 18Q: 3 clusters Score -2396977 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -2397054.000000 Penalty: 4956.237305
	Iteration 19Q: 3 clusters Score -2397054 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -2397153.000000 Penalty: 4956.237305
	Iteration 20F: 3 clusters Score -2397153 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2397244.750000 Penalty: 4956.237305
	Iteration 21Q: 3 clusters Score -2397245 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2397316.250000 Penalty: 4956.237305
	Iteration 22Q: 3 clusters Score -2397316 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2397371.750000 Penalty: 4956.237305
	Iteration 23Q: 3 clusters Score -2397372 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2397428.250000 Penalty: 4956.237305
	Iteration 24Q: 3 clusters Score -2397428 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 14549 members 
Entering Unmasked Estep 
Score: -2397474.750000 Penalty: 4956.237305
	Iteration 25Q: 3 clusters Score -2397475 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2397506.250000 Penalty: 4956.237305
	Iteration 26Q: 3 clusters Score -2397506 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -2397538.750000 Penalty: 4956.237305
	Iteration 27Q: 3 clusters Score -2397539 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -2397573.500000 Penalty: 4956.237305
	Iteration 28Q: 3 clusters Score -2397574 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 14897 members 
Entering Unmasked Estep 
Score: -2397605.000000 Penalty: 4956.237305
	Iteration 29Q: 3 clusters Score -2397605 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6880 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2397620.000000 Penalty: 4956.237305
	Iteration 30Q: 3 clusters Score -2397620 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 15051 members 
Entering Unmasked Estep 
Score: -2397631.750000 Penalty: 4956.237305
	Iteration 31Q: 3 clusters Score -2397632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 15115 members 
Entering Unmasked Estep 
Score: -2397653.250000 Penalty: 4956.237305
	Iteration 32Q: 3 clusters Score -2397653 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 15182 members 
Entering Unmasked Estep 
Score: -2397656.000000 Penalty: 4956.237305
	Iteration 33Q: 3 clusters Score -2397656 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -2397668.000000 Penalty: 4956.237305
	Iteration 34Q: 3 clusters Score -2397668 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2397678.250000 Penalty: 4956.237305
	Iteration 35Q: 3 clusters Score -2397678 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2397689.750000 Penalty: 4956.237305
	Iteration 36Q: 3 clusters Score -2397690 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 15390 members 
Entering Unmasked Estep 
Score: -2397708.250000 Penalty: 4956.237305
	Iteration 37Q: 3 clusters Score -2397708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -2397712.500000 Penalty: 4956.237305
	Iteration 38Q: 3 clusters Score -2397712 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -2397721.500000 Penalty: 4956.237305
	Iteration 39Q: 3 clusters Score -2397722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -2397719.250000 Penalty: 4956.237305
	Iteration 40F: 3 clusters Score -2397719 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 15557 members 
Entering Unmasked Estep 
Score: -2397721.750000 Penalty: 4956.237305
	Iteration 41Q: 3 clusters Score -2397722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -2397726.000000 Penalty: 4956.237305
	Iteration 42Q: 3 clusters Score -2397726 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -2397733.000000 Penalty: 4956.237305
	Iteration 43Q: 3 clusters Score -2397733 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -2397734.750000 Penalty: 4956.237305
	Iteration 44Q: 3 clusters Score -2397735 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -2397740.750000 Penalty: 4956.237305
	Iteration 45Q: 3 clusters Score -2397741 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -2397735.750000 Penalty: 4956.237305
	Iteration 46Q: 3 clusters Score -2397736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2397737.250000 Penalty: 4956.237305
	Iteration 47Q: 3 clusters Score -2397737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2397741.250000 Penalty: 4956.237305
	Iteration 48Q: 3 clusters Score -2397741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2397745.250000 Penalty: 4956.237305
	Iteration 49Q: 3 clusters Score -2397745 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -2397750.750000 Penalty: 4956.237305
	Iteration 50Q: 3 clusters Score -2397751 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2397760.000000 Penalty: 4956.237305
	Iteration 51Q: 3 clusters Score -2397760 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2397756.000000 Penalty: 4956.237305
	Iteration 52Q: 3 clusters Score -2397756 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -2397765.000000 Penalty: 4956.237305
	Iteration 53Q: 3 clusters Score -2397765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -2397763.750000 Penalty: 4956.237305
	Iteration 54Q: 3 clusters Score -2397764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2397758.000000 Penalty: 4956.237305
	Iteration 55Q: 3 clusters Score -2397758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2397769.250000 Penalty: 4956.237305
	Iteration 56Q: 3 clusters Score -2397769 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 15856 members 
Entering Unmasked Estep 
Score: -2397772.500000 Penalty: 4956.237305
	Iteration 57Q: 3 clusters Score -2397772 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -2397771.250000 Penalty: 4956.237305
	Iteration 58Q: 3 clusters Score -2397771 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -2397773.750000 Penalty: 4956.237305
	Iteration 59Q: 3 clusters Score -2397774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -2397771.000000 Penalty: 4956.237305
	Iteration 60F: 3 clusters Score -2397771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -2397765.000000 Penalty: 4956.237305
	Iteration 61Q: 3 clusters Score -2397765 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2397770.750000 Penalty: 4956.237305
	Iteration 62Q: 3 clusters Score -2397771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
Score: -2397776.000000 Penalty: 4956.237305
	Iteration 63Q: 3 clusters Score -2397776 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2397771.000000 Penalty: 4956.237305
	Iteration 64Q: 3 clusters Score -2397771 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2397782.500000 Penalty: 4956.237305
	Iteration 65Q: 3 clusters Score -2397782 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -2397782.750000 Penalty: 4956.237305
	Iteration 66Q: 3 clusters Score -2397783 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 16031 members 
Entering Unmasked Estep 
Score: -2397786.500000 Penalty: 4956.237305
	Iteration 67Q: 3 clusters Score -2397786 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -2397790.250000 Penalty: 4956.237305
	Iteration 68Q: 3 clusters Score -2397790 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -2397791.500000 Penalty: 4956.237305
	Iteration 69Q: 3 clusters Score -2397792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -2397795.250000 Penalty: 4956.237305
	Iteration 70Q: 3 clusters Score -2397795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -2397796.000000 Penalty: 4956.237305
	Iteration 71Q: 3 clusters Score -2397796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2397798.000000 Penalty: 4956.237305
	Iteration 72Q: 3 clusters Score -2397798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5724 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -2397803.000000 Penalty: 4956.237305
	Iteration 73Q: 3 clusters Score -2397803 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2397798.250000 Penalty: 4956.237305
	Iteration 74Q: 3 clusters Score -2397798 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2397799.000000 Penalty: 4956.237305
	Iteration 75Q: 3 clusters Score -2397799 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2397795.750000 Penalty: 4956.237305
	Iteration 76Q: 3 clusters Score -2397796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -2397801.500000 Penalty: 4956.237305
	Iteration 77Q: 3 clusters Score -2397802 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -2397804.250000 Penalty: 4956.237305
	Iteration 78Q: 3 clusters Score -2397804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -2397804.750000 Penalty: 4956.237305
	Iteration 79Q: 3 clusters Score -2397805 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2397803.250000 Penalty: 4956.237305
	Iteration 80F: 3 clusters Score -2397803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2397810.750000 Penalty: 4956.237305
	Iteration 81Q: 3 clusters Score -2397811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -2397814.750000 Penalty: 4956.237305
	Iteration 82Q: 3 clusters Score -2397815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -2397815.750000 Penalty: 4956.237305
	Iteration 83Q: 3 clusters Score -2397816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 16314 members 
Entering Unmasked Estep 
Score: -2397820.250000 Penalty: 4956.237305
	Iteration 84Q: 3 clusters Score -2397820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 16326 members 
Entering Unmasked Estep 
Score: -2397819.250000 Penalty: 4956.237305
	Iteration 85Q: 3 clusters Score -2397819 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -2397814.250000 Penalty: 4956.237305
	Iteration 86Q: 3 clusters Score -2397814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -2397817.250000 Penalty: 4956.237305
	Iteration 87Q: 3 clusters Score -2397817 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -2397818.000000 Penalty: 4956.237305
	Iteration 88Q: 3 clusters Score -2397818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2397822.750000 Penalty: 4956.237305
	Iteration 89Q: 3 clusters Score -2397823 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2397818.250000 Penalty: 4956.237305
	Iteration 90Q: 3 clusters Score -2397818 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2397820.000000 Penalty: 4956.237305
	Iteration 91Q: 3 clusters Score -2397820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -2397821.000000 Penalty: 4956.237305
	Iteration 92Q: 3 clusters Score -2397821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -2397824.000000 Penalty: 4956.237305
	Iteration 93Q: 3 clusters Score -2397824 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2397824.000000 Penalty: 4956.237305
	Iteration 94Q: 3 clusters Score -2397824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2397825.750000 Penalty: 4956.237305
	Iteration 95Q: 3 clusters Score -2397826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 16464 members 
Entering Unmasked Estep 
Score: -2397828.750000 Penalty: 4956.237305
	Iteration 96Q: 3 clusters Score -2397829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2397827.500000 Penalty: 4956.237305
	Iteration 97Q: 3 clusters Score -2397828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2397828.000000 Penalty: 4956.237305
	Iteration 98Q: 3 clusters Score -2397828 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -2397831.750000 Penalty: 4956.237305
	Iteration 99Q: 3 clusters Score -2397832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2397845.500000 Penalty: 4956.237305
	Iteration 100F: 3 clusters Score -2397846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 16526 members 
Entering Unmasked Estep 
Score: -2397844.000000 Penalty: 4956.237305
	Iteration 101Q: 3 clusters Score -2397844 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -2397841.500000 Penalty: 4956.237305
	Iteration 102Q: 3 clusters Score -2397842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -2397841.500000 Penalty: 4956.237305
	Iteration 103Q: 3 clusters Score -2397842 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -2397840.250000 Penalty: 4956.237305
	Iteration 104Q: 3 clusters Score -2397840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2397841.500000 Penalty: 4956.237305
	Iteration 105Q: 3 clusters Score -2397842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -2397840.000000 Penalty: 4956.237305
	Iteration 106Q: 3 clusters Score -2397840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -2397843.750000 Penalty: 4956.237305
	Iteration 107Q: 3 clusters Score -2397844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -2397840.500000 Penalty: 4956.237305
	Iteration 108Q: 3 clusters Score -2397840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -2397842.500000 Penalty: 4956.237305
	Iteration 109Q: 3 clusters Score -2397842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 16610 members 
Entering Unmasked Estep 
Score: -2397844.750000 Penalty: 4956.237305
	Iteration 110Q: 3 clusters Score -2397845 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2397844.250000 Penalty: 4956.237305
	Iteration 111Q: 3 clusters Score -2397844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2397844.250000 Penalty: 4956.237305
	Iteration 112Q: 3 clusters Score -2397844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2397848.250000 Penalty: 4956.237305
	Iteration 113Q: 3 clusters Score -2397848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2397845.750000 Penalty: 4956.237305
	Iteration 114Q: 3 clusters Score -2397846 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 16662 members 
Entering Unmasked Estep 
Score: -2397846.500000 Penalty: 4956.237305
	Iteration 115Q: 3 clusters Score -2397846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2397854.000000 Penalty: 4956.237305
	Iteration 116Q: 3 clusters Score -2397854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2397863.750000 Penalty: 4956.237305
	Iteration 117Q: 3 clusters Score -2397864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 16711 members 
Entering Unmasked Estep 
Score: -2397861.000000 Penalty: 4956.237305
	Iteration 118Q: 3 clusters Score -2397861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 16726 members 
Entering Unmasked Estep 
Score: -2397861.250000 Penalty: 4956.237305
	Iteration 119Q: 3 clusters Score -2397861 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -2397861.250000 Penalty: 4956.237305
	Iteration 120F: 3 clusters Score -2397861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -2397862.500000 Penalty: 4956.237305
	Iteration 121Q: 3 clusters Score -2397862 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -2397862.250000 Penalty: 4956.237305
	Iteration 122Q: 3 clusters Score -2397862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -2397864.250000 Penalty: 4956.237305
	Iteration 123Q: 3 clusters Score -2397864 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -2397865.750000 Penalty: 4956.237305
	Iteration 124Q: 3 clusters Score -2397866 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -2397866.750000 Penalty: 4956.237305
	Iteration 125Q: 3 clusters Score -2397867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2397873.750000 Penalty: 4956.237305
	Iteration 126Q: 3 clusters Score -2397874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -2397877.500000 Penalty: 4956.237305
	Iteration 127Q: 3 clusters Score -2397878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2397881.250000 Penalty: 4956.237305
	Iteration 128Q: 3 clusters Score -2397881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2397883.500000 Penalty: 4956.237305
	Iteration 129Q: 3 clusters Score -2397884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2397880.750000 Penalty: 4956.237305
	Iteration 130Q: 3 clusters Score -2397881 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2397883.750000 Penalty: 4956.237305
	Iteration 131Q: 3 clusters Score -2397884 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -2397890.500000 Penalty: 4956.237305
	Iteration 132Q: 3 clusters Score -2397890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2397892.500000 Penalty: 4956.237305
	Iteration 133Q: 3 clusters Score -2397892 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2397899.250000 Penalty: 4956.237305
	Iteration 134Q: 3 clusters Score -2397899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2397897.750000 Penalty: 4956.237305
	Iteration 135Q: 3 clusters Score -2397898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2397899.000000 Penalty: 4956.237305
	Iteration 136Q: 3 clusters Score -2397899 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 17049 members 
Entering Unmasked Estep 
Score: -2397901.250000 Penalty: 4956.237305
	Iteration 137Q: 3 clusters Score -2397901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2397902.500000 Penalty: 4956.237305
	Iteration 138Q: 3 clusters Score -2397902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -2397901.750000 Penalty: 4956.237305
	Iteration 139Q: 3 clusters Score -2397902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2397901.000000 Penalty: 4956.237305
	Iteration 140F: 3 clusters Score -2397901 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2397901.750000 Penalty: 4956.237305
	Iteration 141Q: 3 clusters Score -2397902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -2397902.500000 Penalty: 4956.237305
	Iteration 142Q: 3 clusters Score -2397902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2397903.750000 Penalty: 4956.237305
	Iteration 143Q: 3 clusters Score -2397904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -2397903.750000 Penalty: 4956.237305
	Iteration 144F: 3 clusters Score -2397904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (17785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17785 members 
Entering Unmasked Estep 
Score: -1995502.625000 Penalty: 2426.955566
	Iteration 0F: 2 clusters Score -1995503 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -1982942.250000 Penalty: 4853.911133
	Iteration 0F: 3 clusters Score -1982942 nChanged 7712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1987322.875000 Penalty: 4853.911133
	Iteration 1F: 3 clusters Score -1987323 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -1988247.375000 Penalty: 4853.911133
	Iteration 2F: 3 clusters Score -1988247 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1989639.375000 Penalty: 4853.911133
	Iteration 3F: 3 clusters Score -1989639 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -1991360.375000 Penalty: 4853.911133
	Iteration 4F: 3 clusters Score -1991360 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 10970 members 
Entering Unmasked Estep 
Score: -1992831.500000 Penalty: 4853.911133
	Iteration 5F: 3 clusters Score -1992832 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -1993746.625000 Penalty: 4853.911133
	Iteration 6F: 3 clusters Score -1993747 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 12035 members 
Entering Unmasked Estep 
Score: -1994201.000000 Penalty: 4853.911133
	Iteration 7Q: 3 clusters Score -1994201 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -1994436.625000 Penalty: 4853.911133
	Iteration 8Q: 3 clusters Score -1994437 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -1994551.500000 Penalty: 4853.911133
	Iteration 9Q: 3 clusters Score -1994552 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -1994623.875000 Penalty: 4853.911133
	Iteration 10Q: 3 clusters Score -1994624 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1994663.750000 Penalty: 4853.911133
	Iteration 11Q: 3 clusters Score -1994664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 13009 members 
Entering Unmasked Estep 
Score: -1994696.125000 Penalty: 4853.911133
	Iteration 12Q: 3 clusters Score -1994696 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -1994719.250000 Penalty: 4853.911133
	Iteration 13Q: 3 clusters Score -1994719 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 13178 members 
Entering Unmasked Estep 
Score: -1994739.625000 Penalty: 4853.911133
	Iteration 14Q: 3 clusters Score -1994740 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 13258 members 
Entering Unmasked Estep 
Score: -1994756.000000 Penalty: 4853.911133
	Iteration 15Q: 3 clusters Score -1994756 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -1994776.625000 Penalty: 4853.911133
	Iteration 16Q: 3 clusters Score -1994777 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -1994791.250000 Penalty: 4853.911133
	Iteration 17Q: 3 clusters Score -1994791 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1994797.250000 Penalty: 4853.911133
	Iteration 18Q: 3 clusters Score -1994797 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -1994803.500000 Penalty: 4853.911133
	Iteration 19Q: 3 clusters Score -1994804 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -1994811.375000 Penalty: 4853.911133
	Iteration 20F: 3 clusters Score -1994811 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -1994818.625000 Penalty: 4853.911133
	Iteration 21Q: 3 clusters Score -1994819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1994826.625000 Penalty: 4853.911133
	Iteration 22Q: 3 clusters Score -1994827 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -1994833.625000 Penalty: 4853.911133
	Iteration 23Q: 3 clusters Score -1994834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -1994834.500000 Penalty: 4853.911133
	Iteration 24Q: 3 clusters Score -1994834 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -1994835.875000 Penalty: 4853.911133
	Iteration 25Q: 3 clusters Score -1994836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -1994841.000000 Penalty: 4853.911133
	Iteration 26Q: 3 clusters Score -1994841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -1994840.250000 Penalty: 4853.911133
	Iteration 27Q: 3 clusters Score -1994840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1994836.625000 Penalty: 4853.911133
	Iteration 28Q: 3 clusters Score -1994837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 13700 members 
Entering Unmasked Estep 
Score: -1994837.125000 Penalty: 4853.911133
	Iteration 29Q: 3 clusters Score -1994837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1994838.375000 Penalty: 4853.911133
	Iteration 30Q: 3 clusters Score -1994838 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -1994841.250000 Penalty: 4853.911133
	Iteration 31Q: 3 clusters Score -1994841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -1994843.000000 Penalty: 4853.911133
	Iteration 32Q: 3 clusters Score -1994843 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -1994847.000000 Penalty: 4853.911133
	Iteration 33Q: 3 clusters Score -1994847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -1994844.875000 Penalty: 4853.911133
	Iteration 34Q: 3 clusters Score -1994845 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -1994844.625000 Penalty: 4853.911133
	Iteration 35Q: 3 clusters Score -1994845 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -1994845.375000 Penalty: 4853.911133
	Iteration 36Q: 3 clusters Score -1994845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -1994847.375000 Penalty: 4853.911133
	Iteration 37Q: 3 clusters Score -1994847 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -1994850.125000 Penalty: 4853.911133
	Iteration 38Q: 3 clusters Score -1994850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1994849.375000 Penalty: 4853.911133
	Iteration 39Q: 3 clusters Score -1994849 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -1994847.125000 Penalty: 4853.911133
	Iteration 40F: 3 clusters Score -1994847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 13779 members 
Entering Unmasked Estep 
Score: -1994848.500000 Penalty: 4853.911133
	Iteration 41Q: 3 clusters Score -1994848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -1994848.875000 Penalty: 4853.911133
	Iteration 42Q: 3 clusters Score -1994849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1994849.375000 Penalty: 4853.911133
	Iteration 43Q: 3 clusters Score -1994849 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -1994849.375000 Penalty: 4853.911133
	Iteration 44F: 3 clusters Score -1994849 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (299062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299062 members 
Entering Unmasked Estep 
Score: -35187980.000000 Penalty: 3126.884766
	Iteration 0F: 2 clusters Score -3.518798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150138 members 
Mstep: Class 2 contains 148924 members 
Entering Unmasked Estep 
Score: -34995888.000000 Penalty: 6253.769531
	Iteration 0F: 3 clusters Score -3.499589e+07 nChanged 144421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159617 members 
Mstep: Class 2 contains 139445 members 
Entering Unmasked Estep 
Score: -35082256.000000 Penalty: 6253.769531
	Iteration 1F: 3 clusters Score -3.508226e+07 nChanged 9263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165216 members 
Mstep: Class 2 contains 133846 members 
Entering Unmasked Estep 
Score: -35085396.000000 Penalty: 6253.769531
	Iteration 2Q: 3 clusters Score -3.50854e+07 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173588 members 
Mstep: Class 2 contains 125474 members 
Entering Unmasked Estep 
Score: -35090428.000000 Penalty: 6253.769531
	Iteration 3Q: 3 clusters Score -3.509043e+07 nChanged 13915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184745 members 
Mstep: Class 2 contains 114317 members 
Entering Unmasked Estep 
Score: -35099092.000000 Penalty: 6253.769531
	Iteration 4Q: 3 clusters Score -3.509909e+07 nChanged 16815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198288 members 
Mstep: Class 2 contains 100774 members 
Entering Unmasked Estep 
Score: -35111844.000000 Penalty: 6253.769531
	Iteration 5F: 3 clusters Score -3.511184e+07 nChanged 18373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212367 members 
Mstep: Class 2 contains 86695 members 
Entering Unmasked Estep 
Score: -35127176.000000 Penalty: 6253.769531
	Iteration 6F: 3 clusters Score -3.512718e+07 nChanged 17703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223666 members 
Mstep: Class 2 contains 75396 members 
Entering Unmasked Estep 
Score: -35141544.000000 Penalty: 6253.769531
	Iteration 7F: 3 clusters Score -3.514154e+07 nChanged 15599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230967 members 
Mstep: Class 2 contains 68095 members 
Entering Unmasked Estep 
Score: -35152136.000000 Penalty: 6253.769531
	Iteration 8F: 3 clusters Score -3.515214e+07 nChanged 12732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234707 members 
Mstep: Class 2 contains 64355 members 
Entering Unmasked Estep 
Score: -35158900.000000 Penalty: 6253.769531
	Iteration 9Q: 3 clusters Score -3.51589e+07 nChanged 9767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236152 members 
Mstep: Class 2 contains 62910 members 
Entering Unmasked Estep 
Score: -35162760.000000 Penalty: 6253.769531
	Iteration 10Q: 3 clusters Score -3.516276e+07 nChanged 7432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236682 members 
Mstep: Class 2 contains 62380 members 
Entering Unmasked Estep 
Score: -35164820.000000 Penalty: 6253.769531
	Iteration 11Q: 3 clusters Score -3.516482e+07 nChanged 5377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236819 members 
Mstep: Class 2 contains 62243 members 
Entering Unmasked Estep 
Score: -35166020.000000 Penalty: 6253.769531
	Iteration 12Q: 3 clusters Score -3.516602e+07 nChanged 3887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236844 members 
Mstep: Class 2 contains 62218 members 
Entering Unmasked Estep 
Score: -35166820.000000 Penalty: 6253.769531
	Iteration 13Q: 3 clusters Score -3.516682e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236778 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -35167288.000000 Penalty: 6253.769531
	Iteration 14Q: 3 clusters Score -3.516729e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236658 members 
Mstep: Class 2 contains 62404 members 
Entering Unmasked Estep 
Score: -35167732.000000 Penalty: 6253.769531
	Iteration 15Q: 3 clusters Score -3.516773e+07 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236515 members 
Mstep: Class 2 contains 62547 members 
Entering Unmasked Estep 
Score: -35168048.000000 Penalty: 6253.769531
	Iteration 16Q: 3 clusters Score -3.516805e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236236 members 
Mstep: Class 2 contains 62826 members 
Entering Unmasked Estep 
Score: -35168512.000000 Penalty: 6253.769531
	Iteration 17Q: 3 clusters Score -3.516851e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235829 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -35168980.000000 Penalty: 6253.769531
	Iteration 18Q: 3 clusters Score -3.516898e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235406 members 
Mstep: Class 2 contains 63656 members 
Entering Unmasked Estep 
Score: -35169852.000000 Penalty: 6253.769531
	Iteration 19Q: 3 clusters Score -3.516985e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234930 members 
Mstep: Class 2 contains 64132 members 
Entering Unmasked Estep 
Score: -35170276.000000 Penalty: 6253.769531
	Iteration 20F: 3 clusters Score -3.517028e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234435 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -35170636.000000 Penalty: 6253.769531
	Iteration 21Q: 3 clusters Score -3.517064e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233948 members 
Mstep: Class 2 contains 65114 members 
Entering Unmasked Estep 
Score: -35171052.000000 Penalty: 6253.769531
	Iteration 22Q: 3 clusters Score -3.517105e+07 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233546 members 
Mstep: Class 2 contains 65516 members 
Entering Unmasked Estep 
Score: -35171512.000000 Penalty: 6253.769531
	Iteration 23Q: 3 clusters Score -3.517151e+07 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233101 members 
Mstep: Class 2 contains 65961 members 
Entering Unmasked Estep 
Score: -35171916.000000 Penalty: 6253.769531
	Iteration 24Q: 3 clusters Score -3.517192e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232748 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -35172244.000000 Penalty: 6253.769531
	Iteration 25Q: 3 clusters Score -3.517224e+07 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232466 members 
Mstep: Class 2 contains 66596 members 
Entering Unmasked Estep 
Score: -35172300.000000 Penalty: 6253.769531
	Iteration 26Q: 3 clusters Score -3.51723e+07 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232223 members 
Mstep: Class 2 contains 66839 members 
Entering Unmasked Estep 
Score: -35172372.000000 Penalty: 6253.769531
	Iteration 27Q: 3 clusters Score -3.517237e+07 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231993 members 
Mstep: Class 2 contains 67069 members 
Entering Unmasked Estep 
Score: -35172544.000000 Penalty: 6253.769531
	Iteration 28Q: 3 clusters Score -3.517254e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231764 members 
Mstep: Class 2 contains 67298 members 
Entering Unmasked Estep 
Score: -35172580.000000 Penalty: 6253.769531
	Iteration 29Q: 3 clusters Score -3.517258e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231558 members 
Mstep: Class 2 contains 67504 members 
Entering Unmasked Estep 
Score: -35172572.000000 Penalty: 6253.769531
	Iteration 30Q: 3 clusters Score -3.517257e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231306 members 
Mstep: Class 2 contains 67756 members 
Entering Unmasked Estep 
Score: -35172620.000000 Penalty: 6253.769531
	Iteration 31Q: 3 clusters Score -3.517262e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231064 members 
Mstep: Class 2 contains 67998 members 
Entering Unmasked Estep 
Score: -35172532.000000 Penalty: 6253.769531
	Iteration 32Q: 3 clusters Score -3.517253e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230875 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -35172484.000000 Penalty: 6253.769531
	Iteration 33Q: 3 clusters Score -3.517248e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230702 members 
Mstep: Class 2 contains 68360 members 
Entering Unmasked Estep 
Score: -35172440.000000 Penalty: 6253.769531
	Iteration 34Q: 3 clusters Score -3.517244e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230511 members 
Mstep: Class 2 contains 68551 members 
Entering Unmasked Estep 
Score: -35172452.000000 Penalty: 6253.769531
	Iteration 35Q: 3 clusters Score -3.517245e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230319 members 
Mstep: Class 2 contains 68743 members 
Entering Unmasked Estep 
Score: -35172452.000000 Penalty: 6253.769531
	Iteration 36Q: 3 clusters Score -3.517245e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230121 members 
Mstep: Class 2 contains 68941 members 
Entering Unmasked Estep 
Score: -35172544.000000 Penalty: 6253.769531
	Iteration 37Q: 3 clusters Score -3.517254e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229916 members 
Mstep: Class 2 contains 69146 members 
Entering Unmasked Estep 
Score: -35172500.000000 Penalty: 6253.769531
	Iteration 38Q: 3 clusters Score -3.51725e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229721 members 
Mstep: Class 2 contains 69341 members 
Entering Unmasked Estep 
Score: -35172476.000000 Penalty: 6253.769531
	Iteration 39Q: 3 clusters Score -3.517248e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229569 members 
Mstep: Class 2 contains 69493 members 
Entering Unmasked Estep 
Score: -35172444.000000 Penalty: 6253.769531
	Iteration 40F: 3 clusters Score -3.517244e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229369 members 
Mstep: Class 2 contains 69693 members 
Entering Unmasked Estep 
Score: -35172396.000000 Penalty: 6253.769531
	Iteration 41Q: 3 clusters Score -3.51724e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229147 members 
Mstep: Class 2 contains 69915 members 
Entering Unmasked Estep 
Score: -35172412.000000 Penalty: 6253.769531
	Iteration 42Q: 3 clusters Score -3.517241e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228879 members 
Mstep: Class 2 contains 70183 members 
Entering Unmasked Estep 
Score: -35172352.000000 Penalty: 6253.769531
	Iteration 43Q: 3 clusters Score -3.517235e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228611 members 
Mstep: Class 2 contains 70451 members 
Entering Unmasked Estep 
Score: -35172344.000000 Penalty: 6253.769531
	Iteration 44Q: 3 clusters Score -3.517234e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228283 members 
Mstep: Class 2 contains 70779 members 
Entering Unmasked Estep 
Score: -35172332.000000 Penalty: 6253.769531
	Iteration 45Q: 3 clusters Score -3.517233e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227984 members 
Mstep: Class 2 contains 71078 members 
Entering Unmasked Estep 
Score: -35172256.000000 Penalty: 6253.769531
	Iteration 46Q: 3 clusters Score -3.517226e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227684 members 
Mstep: Class 2 contains 71378 members 
Entering Unmasked Estep 
Score: -35172204.000000 Penalty: 6253.769531
	Iteration 47Q: 3 clusters Score -3.51722e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227361 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -35172120.000000 Penalty: 6253.769531
	Iteration 48Q: 3 clusters Score -3.517212e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226985 members 
Mstep: Class 2 contains 72077 members 
Entering Unmasked Estep 
Score: -35172184.000000 Penalty: 6253.769531
	Iteration 49Q: 3 clusters Score -3.517218e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226588 members 
Mstep: Class 2 contains 72474 members 
Entering Unmasked Estep 
Score: -35172104.000000 Penalty: 6253.769531
	Iteration 50Q: 3 clusters Score -3.51721e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226202 members 
Mstep: Class 2 contains 72860 members 
Entering Unmasked Estep 
Score: -35172072.000000 Penalty: 6253.769531
	Iteration 51Q: 3 clusters Score -3.517207e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225759 members 
Mstep: Class 2 contains 73303 members 
Entering Unmasked Estep 
Score: -35172012.000000 Penalty: 6253.769531
	Iteration 52Q: 3 clusters Score -3.517201e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225251 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -35171904.000000 Penalty: 6253.769531
	Iteration 53Q: 3 clusters Score -3.51719e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224776 members 
Mstep: Class 2 contains 74286 members 
Entering Unmasked Estep 
Score: -35171816.000000 Penalty: 6253.769531
	Iteration 54Q: 3 clusters Score -3.517182e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224277 members 
Mstep: Class 2 contains 74785 members 
Entering Unmasked Estep 
Score: -35171708.000000 Penalty: 6253.769531
	Iteration 55Q: 3 clusters Score -3.517171e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223747 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -35171620.000000 Penalty: 6253.769531
	Iteration 56Q: 3 clusters Score -3.517162e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223197 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -35171532.000000 Penalty: 6253.769531
	Iteration 57Q: 3 clusters Score -3.517153e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222496 members 
Mstep: Class 2 contains 76566 members 
Entering Unmasked Estep 
Score: -35171380.000000 Penalty: 6253.769531
	Iteration 58Q: 3 clusters Score -3.517138e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221733 members 
Mstep: Class 2 contains 77329 members 
Entering Unmasked Estep 
Score: -35171264.000000 Penalty: 6253.769531
	Iteration 59Q: 3 clusters Score -3.517126e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220802 members 
Mstep: Class 2 contains 78260 members 
Entering Unmasked Estep 
Score: -35171056.000000 Penalty: 6253.769531
	Iteration 60F: 3 clusters Score -3.517106e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219666 members 
Mstep: Class 2 contains 79396 members 
Entering Unmasked Estep 
Score: -35171044.000000 Penalty: 6253.769531
	Iteration 61Q: 3 clusters Score -3.517104e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218455 members 
Mstep: Class 2 contains 80607 members 
Entering Unmasked Estep 
Score: -35170880.000000 Penalty: 6253.769531
	Iteration 62Q: 3 clusters Score -3.517088e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217104 members 
Mstep: Class 2 contains 81958 members 
Entering Unmasked Estep 
Score: -35170848.000000 Penalty: 6253.769531
	Iteration 63Q: 3 clusters Score -3.517085e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215607 members 
Mstep: Class 2 contains 83455 members 
Entering Unmasked Estep 
Score: -35170656.000000 Penalty: 6253.769531
	Iteration 64Q: 3 clusters Score -3.517066e+07 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214095 members 
Mstep: Class 2 contains 84967 members 
Entering Unmasked Estep 
Score: -35170508.000000 Penalty: 6253.769531
	Iteration 65Q: 3 clusters Score -3.517051e+07 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212376 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -35170496.000000 Penalty: 6253.769531
	Iteration 66Q: 3 clusters Score -3.51705e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210527 members 
Mstep: Class 2 contains 88535 members 
Entering Unmasked Estep 
Score: -35170472.000000 Penalty: 6253.769531
	Iteration 67Q: 3 clusters Score -3.517047e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208447 members 
Mstep: Class 2 contains 90615 members 
Entering Unmasked Estep 
Score: -35170508.000000 Penalty: 6253.769531
	Iteration 68Q: 3 clusters Score -3.517051e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206305 members 
Mstep: Class 2 contains 92757 members 
Entering Unmasked Estep 
Score: -35170576.000000 Penalty: 6253.769531
	Iteration 69Q: 3 clusters Score -3.517058e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204051 members 
Mstep: Class 2 contains 95011 members 
Entering Unmasked Estep 
Score: -35170568.000000 Penalty: 6253.769531
	Iteration 70Q: 3 clusters Score -3.517057e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201882 members 
Mstep: Class 2 contains 97180 members 
Entering Unmasked Estep 
Score: -35170632.000000 Penalty: 6253.769531
	Iteration 71Q: 3 clusters Score -3.517063e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199627 members 
Mstep: Class 2 contains 99435 members 
Entering Unmasked Estep 
Score: -35170788.000000 Penalty: 6253.769531
	Iteration 72Q: 3 clusters Score -3.517079e+07 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197370 members 
Mstep: Class 2 contains 101692 members 
Entering Unmasked Estep 
Score: -35170764.000000 Penalty: 6253.769531
	Iteration 73Q: 3 clusters Score -3.517076e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195014 members 
Mstep: Class 2 contains 104048 members 
Entering Unmasked Estep 
Score: -35170848.000000 Penalty: 6253.769531
	Iteration 74Q: 3 clusters Score -3.517085e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192579 members 
Mstep: Class 2 contains 106483 members 
Entering Unmasked Estep 
Score: -35170800.000000 Penalty: 6253.769531
	Iteration 75Q: 3 clusters Score -3.51708e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190248 members 
Mstep: Class 2 contains 108814 members 
Entering Unmasked Estep 
Score: -35170800.000000 Penalty: 6253.769531
	Iteration 76Q: 3 clusters Score -3.51708e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187753 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -35171048.000000 Penalty: 6253.769531
	Iteration 77Q: 3 clusters Score -3.517105e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185202 members 
Mstep: Class 2 contains 113860 members 
Entering Unmasked Estep 
Score: -35171108.000000 Penalty: 6253.769531
	Iteration 78Q: 3 clusters Score -3.517111e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182583 members 
Mstep: Class 2 contains 116479 members 
Entering Unmasked Estep 
Score: -35171208.000000 Penalty: 6253.769531
	Iteration 79Q: 3 clusters Score -3.517121e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180161 members 
Mstep: Class 2 contains 118901 members 
Entering Unmasked Estep 
Score: -35171200.000000 Penalty: 6253.769531
	Iteration 80F: 3 clusters Score -3.51712e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177704 members 
Mstep: Class 2 contains 121358 members 
Entering Unmasked Estep 
Score: -35171528.000000 Penalty: 6253.769531
	Iteration 81Q: 3 clusters Score -3.517153e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175299 members 
Mstep: Class 2 contains 123763 members 
Entering Unmasked Estep 
Score: -35171480.000000 Penalty: 6253.769531
	Iteration 82Q: 3 clusters Score -3.517148e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172983 members 
Mstep: Class 2 contains 126079 members 
Entering Unmasked Estep 
Score: -35171636.000000 Penalty: 6253.769531
	Iteration 83Q: 3 clusters Score -3.517164e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170850 members 
Mstep: Class 2 contains 128212 members 
Entering Unmasked Estep 
Score: -35171740.000000 Penalty: 6253.769531
	Iteration 84Q: 3 clusters Score -3.517174e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168803 members 
Mstep: Class 2 contains 130259 members 
Entering Unmasked Estep 
Score: -35171884.000000 Penalty: 6253.769531
	Iteration 85Q: 3 clusters Score -3.517188e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166845 members 
Mstep: Class 2 contains 132217 members 
Entering Unmasked Estep 
Score: -35171900.000000 Penalty: 6253.769531
	Iteration 86Q: 3 clusters Score -3.51719e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164968 members 
Mstep: Class 2 contains 134094 members 
Entering Unmasked Estep 
Score: -35171952.000000 Penalty: 6253.769531
	Iteration 87Q: 3 clusters Score -3.517195e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163201 members 
Mstep: Class 2 contains 135861 members 
Entering Unmasked Estep 
Score: -35172112.000000 Penalty: 6253.769531
	Iteration 88Q: 3 clusters Score -3.517211e+07 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161450 members 
Mstep: Class 2 contains 137612 members 
Entering Unmasked Estep 
Score: -35172200.000000 Penalty: 6253.769531
	Iteration 89Q: 3 clusters Score -3.51722e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159867 members 
Mstep: Class 2 contains 139195 members 
Entering Unmasked Estep 
Score: -35172252.000000 Penalty: 6253.769531
	Iteration 90Q: 3 clusters Score -3.517225e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158306 members 
Mstep: Class 2 contains 140756 members 
Entering Unmasked Estep 
Score: -35172196.000000 Penalty: 6253.769531
	Iteration 91Q: 3 clusters Score -3.51722e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156810 members 
Mstep: Class 2 contains 142252 members 
Entering Unmasked Estep 
Score: -35172420.000000 Penalty: 6253.769531
	Iteration 92Q: 3 clusters Score -3.517242e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155419 members 
Mstep: Class 2 contains 143643 members 
Entering Unmasked Estep 
Score: -35172448.000000 Penalty: 6253.769531
	Iteration 93Q: 3 clusters Score -3.517245e+07 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154044 members 
Mstep: Class 2 contains 145018 members 
Entering Unmasked Estep 
Score: -35172600.000000 Penalty: 6253.769531
	Iteration 94Q: 3 clusters Score -3.51726e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152840 members 
Mstep: Class 2 contains 146222 members 
Entering Unmasked Estep 
Score: -35172636.000000 Penalty: 6253.769531
	Iteration 95Q: 3 clusters Score -3.517264e+07 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151637 members 
Mstep: Class 2 contains 147425 members 
Entering Unmasked Estep 
Score: -35172620.000000 Penalty: 6253.769531
	Iteration 96Q: 3 clusters Score -3.517262e+07 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150369 members 
Mstep: Class 2 contains 148693 members 
Entering Unmasked Estep 
Score: -35172620.000000 Penalty: 6253.769531
	Iteration 97Q: 3 clusters Score -3.517262e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149053 members 
Mstep: Class 2 contains 150009 members 
Entering Unmasked Estep 
Score: -35172584.000000 Penalty: 6253.769531
	Iteration 98Q: 3 clusters Score -3.517258e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147880 members 
Mstep: Class 2 contains 151182 members 
Entering Unmasked Estep 
Score: -35172580.000000 Penalty: 6253.769531
	Iteration 99Q: 3 clusters Score -3.517258e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146740 members 
Mstep: Class 2 contains 152322 members 
Entering Unmasked Estep 
Score: -35172692.000000 Penalty: 6253.769531
	Iteration 100F: 3 clusters Score -3.517269e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145739 members 
Mstep: Class 2 contains 153323 members 
Entering Unmasked Estep 
Score: -35172724.000000 Penalty: 6253.769531
	Iteration 101Q: 3 clusters Score -3.517272e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144803 members 
Mstep: Class 2 contains 154259 members 
Entering Unmasked Estep 
Score: -35172720.000000 Penalty: 6253.769531
	Iteration 102Q: 3 clusters Score -3.517272e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143808 members 
Mstep: Class 2 contains 155254 members 
Entering Unmasked Estep 
Score: -35172888.000000 Penalty: 6253.769531
	Iteration 103Q: 3 clusters Score -3.517289e+07 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142676 members 
Mstep: Class 2 contains 156386 members 
Entering Unmasked Estep 
Score: -35172900.000000 Penalty: 6253.769531
	Iteration 104Q: 3 clusters Score -3.51729e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141360 members 
Mstep: Class 2 contains 157702 members 
Entering Unmasked Estep 
Score: -35172940.000000 Penalty: 6253.769531
	Iteration 105Q: 3 clusters Score -3.517294e+07 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140037 members 
Mstep: Class 2 contains 159025 members 
Entering Unmasked Estep 
Score: -35172884.000000 Penalty: 6253.769531
	Iteration 106Q: 3 clusters Score -3.517288e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138591 members 
Mstep: Class 2 contains 160471 members 
Entering Unmasked Estep 
Score: -35172900.000000 Penalty: 6253.769531
	Iteration 107Q: 3 clusters Score -3.51729e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136933 members 
Mstep: Class 2 contains 162129 members 
Entering Unmasked Estep 
Score: -35173204.000000 Penalty: 6253.769531
	Iteration 108Q: 3 clusters Score -3.51732e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135274 members 
Mstep: Class 2 contains 163788 members 
Entering Unmasked Estep 
Score: -35173224.000000 Penalty: 6253.769531
	Iteration 109Q: 3 clusters Score -3.517322e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133575 members 
Mstep: Class 2 contains 165487 members 
Entering Unmasked Estep 
Score: -35173440.000000 Penalty: 6253.769531
	Iteration 110Q: 3 clusters Score -3.517344e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131699 members 
Mstep: Class 2 contains 167363 members 
Entering Unmasked Estep 
Score: -35173536.000000 Penalty: 6253.769531
	Iteration 111Q: 3 clusters Score -3.517354e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129686 members 
Mstep: Class 2 contains 169376 members 
Entering Unmasked Estep 
Score: -35173724.000000 Penalty: 6253.769531
	Iteration 112Q: 3 clusters Score -3.517372e+07 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127511 members 
Mstep: Class 2 contains 171551 members 
Entering Unmasked Estep 
Score: -35173896.000000 Penalty: 6253.769531
	Iteration 113Q: 3 clusters Score -3.51739e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125171 members 
Mstep: Class 2 contains 173891 members 
Entering Unmasked Estep 
Score: -35174008.000000 Penalty: 6253.769531
	Iteration 114Q: 3 clusters Score -3.517401e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122673 members 
Mstep: Class 2 contains 176389 members 
Entering Unmasked Estep 
Score: -35174284.000000 Penalty: 6253.769531
	Iteration 115Q: 3 clusters Score -3.517428e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119984 members 
Mstep: Class 2 contains 179078 members 
Entering Unmasked Estep 
Score: -35174484.000000 Penalty: 6253.769531
	Iteration 116Q: 3 clusters Score -3.517448e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117095 members 
Mstep: Class 2 contains 181967 members 
Entering Unmasked Estep 
Score: -35174392.000000 Penalty: 6253.769531
	Iteration 117Q: 3 clusters Score -3.517439e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113862 members 
Mstep: Class 2 contains 185200 members 
Entering Unmasked Estep 
Score: -35174348.000000 Penalty: 6253.769531
	Iteration 118Q: 3 clusters Score -3.517435e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110215 members 
Mstep: Class 2 contains 188847 members 
Entering Unmasked Estep 
Score: -35174628.000000 Penalty: 6253.769531
	Iteration 119Q: 3 clusters Score -3.517463e+07 nChanged 4036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106179 members 
Mstep: Class 2 contains 192883 members 
Entering Unmasked Estep 
Score: -35174892.000000 Penalty: 6253.769531
	Iteration 120F: 3 clusters Score -3.517489e+07 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101867 members 
Mstep: Class 2 contains 197195 members 
Entering Unmasked Estep 
Score: -35175228.000000 Penalty: 6253.769531
	Iteration 121Q: 3 clusters Score -3.517523e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97248 members 
Mstep: Class 2 contains 201814 members 
Entering Unmasked Estep 
Score: -35175912.000000 Penalty: 6253.769531
	Iteration 122Q: 3 clusters Score -3.517591e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Mstep: Class 2 contains 206684 members 
Entering Unmasked Estep 
Score: -35176124.000000 Penalty: 6253.769531
	Iteration 123Q: 3 clusters Score -3.517612e+07 nChanged 5310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87068 members 
Mstep: Class 2 contains 211994 members 
Entering Unmasked Estep 
Score: -35176604.000000 Penalty: 6253.769531
	Iteration 124Q: 3 clusters Score -3.51766e+07 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81416 members 
Mstep: Class 2 contains 217646 members 
Entering Unmasked Estep 
Score: -35177048.000000 Penalty: 6253.769531
	Iteration 125Q: 3 clusters Score -3.517705e+07 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75374 members 
Mstep: Class 2 contains 223688 members 
Entering Unmasked Estep 
Score: -35177684.000000 Penalty: 6253.769531
	Iteration 126Q: 3 clusters Score -3.517768e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69165 members 
Mstep: Class 2 contains 229897 members 
Entering Unmasked Estep 
Score: -35178392.000000 Penalty: 6253.769531
	Iteration 127Q: 3 clusters Score -3.517839e+07 nChanged 6338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 236235 members 
Entering Unmasked Estep 
Score: -35178928.000000 Penalty: 6253.769531
	Iteration 128Q: 3 clusters Score -3.517893e+07 nChanged 6341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56486 members 
Mstep: Class 2 contains 242576 members 
Entering Unmasked Estep 
Score: -35180140.000000 Penalty: 6253.769531
	Iteration 129Q: 3 clusters Score -3.518014e+07 nChanged 6344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50142 members 
Mstep: Class 2 contains 248920 members 
Entering Unmasked Estep 
Score: -35181608.000000 Penalty: 6253.769531
	Iteration 130Q: 3 clusters Score -3.518161e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 254858 members 
Entering Unmasked Estep 
Score: -35182692.000000 Penalty: 6253.769531
	Iteration 131Q: 3 clusters Score -3.518269e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38433 members 
Mstep: Class 2 contains 260629 members 
Entering Unmasked Estep 
Score: -35184096.000000 Penalty: 6253.769531
	Iteration 132Q: 3 clusters Score -3.51841e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 266068 members 
Entering Unmasked Estep 
Score: -35185084.000000 Penalty: 6253.769531
	Iteration 133Q: 3 clusters Score -3.518508e+07 nChanged 4671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 270739 members 
Entering Unmasked Estep 
Score: -35185716.000000 Penalty: 6253.769531
	Iteration 134Q: 3 clusters Score -3.518572e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 274217 members 
Entering Unmasked Estep 
Score: -35186072.000000 Penalty: 6253.769531
	Iteration 135Q: 3 clusters Score -3.518607e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22408 members 
Mstep: Class 2 contains 276654 members 
Entering Unmasked Estep 
Score: -35186368.000000 Penalty: 6253.769531
	Iteration 136Q: 3 clusters Score -3.518637e+07 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 278132 members 
Entering Unmasked Estep 
Score: -35186376.000000 Penalty: 6253.769531
	Iteration 137Q: 3 clusters Score -3.518638e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19963 members 
Mstep: Class 2 contains 279099 members 
Entering Unmasked Estep 
Score: -35186356.000000 Penalty: 6253.769531
	Iteration 138Q: 3 clusters Score -3.518636e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 279632 members 
Entering Unmasked Estep 
Score: -35186356.000000 Penalty: 6253.769531
	Iteration 139Q: 3 clusters Score -3.518636e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19168 members 
Mstep: Class 2 contains 279894 members 
Entering Unmasked Estep 
Score: -35187668.000000 Penalty: 6253.769531
	Iteration 140F: 3 clusters Score -3.518767e+07 nChanged 3586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 283480 members 
Entering Unmasked Estep 
Score: -35188568.000000 Penalty: 6253.769531
	Iteration 141Q: 3 clusters Score -3.518857e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 286351 members 
Entering Unmasked Estep 
Score: -35189264.000000 Penalty: 6253.769531
	Iteration 142Q: 3 clusters Score -3.518926e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 288725 members 
Entering Unmasked Estep 
Score: -35189792.000000 Penalty: 6253.769531
	Iteration 143Q: 3 clusters Score -3.518979e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 290553 members 
Entering Unmasked Estep 
Score: -35189880.000000 Penalty: 6253.769531
	Iteration 144Q: 3 clusters Score -3.518988e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 292003 members 
Entering Unmasked Estep 
Score: -35189620.000000 Penalty: 6253.769531
	Iteration 145Q: 3 clusters Score -3.518962e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 293226 members 
Entering Unmasked Estep 
Score: -35189376.000000 Penalty: 6253.769531
	Iteration 146Q: 3 clusters Score -3.518938e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 294203 members 
Entering Unmasked Estep 
Score: -35189032.000000 Penalty: 6253.769531
	Iteration 147Q: 3 clusters Score -3.518903e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 294980 members 
Entering Unmasked Estep 
Score: -35188680.000000 Penalty: 6253.769531
	Iteration 148Q: 3 clusters Score -3.518868e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 295627 members 
Entering Unmasked Estep 
Score: -35188388.000000 Penalty: 6253.769531
	Iteration 149Q: 3 clusters Score -3.518839e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 296114 members 
Entering Unmasked Estep 
Score: -35188120.000000 Penalty: 6253.769531
	Iteration 150Q: 3 clusters Score -3.518812e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 296490 members 
Entering Unmasked Estep 
Score: -35187936.000000 Penalty: 6253.769531
	Iteration 151Q: 3 clusters Score -3.518794e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 296794 members 
Entering Unmasked Estep 
Score: -35187872.000000 Penalty: 6253.769531
	Iteration 152Q: 3 clusters Score -3.518787e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 297032 members 
Entering Unmasked Estep 
Score: -35187664.000000 Penalty: 6253.769531
	Iteration 153Q: 3 clusters Score -3.518766e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 297220 members 
Entering Unmasked Estep 
Score: -35187428.000000 Penalty: 6253.769531
	Iteration 154Q: 3 clusters Score -3.518743e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 297382 members 
Entering Unmasked Estep 
Score: -35187340.000000 Penalty: 6253.769531
	Iteration 155Q: 3 clusters Score -3.518734e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 297507 members 
Entering Unmasked Estep 
Score: -35187300.000000 Penalty: 6253.769531
	Iteration 156Q: 3 clusters Score -3.51873e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 297607 members 
Entering Unmasked Estep 
Score: -35187204.000000 Penalty: 6253.769531
	Iteration 157Q: 3 clusters Score -3.51872e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 297681 members 
Entering Unmasked Estep 
Score: -35187144.000000 Penalty: 6253.769531
	Iteration 158Q: 3 clusters Score -3.518714e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 297735 members 
Entering Unmasked Estep 
Score: -35187080.000000 Penalty: 6253.769531
	Iteration 159Q: 3 clusters Score -3.518708e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 297785 members 
Entering Unmasked Estep 
Score: -35187024.000000 Penalty: 6253.769531
	Iteration 160F: 3 clusters Score -3.518702e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 297820 members 
Entering Unmasked Estep 
Score: -35186988.000000 Penalty: 6253.769531
	Iteration 161Q: 3 clusters Score -3.518699e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 297845 members 
Entering Unmasked Estep 
Score: -35186960.000000 Penalty: 6253.769531
	Iteration 162Q: 3 clusters Score -3.518696e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 297862 members 
Entering Unmasked Estep 
Score: -35186960.000000 Penalty: 6253.769531
	Iteration 163Q: 3 clusters Score -3.518696e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 297877 members 
Entering Unmasked Estep 
Score: -35186988.000000 Penalty: 6253.769531
	Iteration 164Q: 3 clusters Score -3.518699e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 297898 members 
Entering Unmasked Estep 
Score: -35186936.000000 Penalty: 6253.769531
	Iteration 165Q: 3 clusters Score -3.518694e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 297917 members 
Entering Unmasked Estep 
Score: -35186932.000000 Penalty: 6253.769531
	Iteration 166Q: 3 clusters Score -3.518693e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 297932 members 
Entering Unmasked Estep 
Score: -35186908.000000 Penalty: 6253.769531
	Iteration 167Q: 3 clusters Score -3.518691e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 297941 members 
Entering Unmasked Estep 
Score: -35186896.000000 Penalty: 6253.769531
	Iteration 168Q: 3 clusters Score -3.51869e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 297948 members 
Entering Unmasked Estep 
Score: -35186892.000000 Penalty: 6253.769531
	Iteration 169Q: 3 clusters Score -3.518689e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 297952 members 
Entering Unmasked Estep 
Score: -35186896.000000 Penalty: 6253.769531
	Iteration 170Q: 3 clusters Score -3.51869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 297954 members 
Entering Unmasked Estep 
Score: -35186896.000000 Penalty: 6253.769531
	Iteration 171Q: 3 clusters Score -3.51869e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 297956 members 
Entering Unmasked Estep 
Score: -35186900.000000 Penalty: 6253.769531
	Iteration 172Q: 3 clusters Score -3.51869e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 297961 members 
Entering Unmasked Estep 
Score: -35186884.000000 Penalty: 6253.769531
	Iteration 173Q: 3 clusters Score -3.518688e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 297970 members 
Entering Unmasked Estep 
Score: -35186868.000000 Penalty: 6253.769531
	Iteration 174Q: 3 clusters Score -3.518687e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 297979 members 
Entering Unmasked Estep 
Score: -35186832.000000 Penalty: 6253.769531
	Iteration 175Q: 3 clusters Score -3.518683e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 297986 members 
Entering Unmasked Estep 
Score: -35186828.000000 Penalty: 6253.769531
	Iteration 176Q: 3 clusters Score -3.518683e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 297990 members 
Entering Unmasked Estep 
Score: -35186816.000000 Penalty: 6253.769531
	Iteration 177Q: 3 clusters Score -3.518682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 297996 members 
Entering Unmasked Estep 
Score: -35186824.000000 Penalty: 6253.769531
	Iteration 178Q: 3 clusters Score -3.518682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 298002 members 
Entering Unmasked Estep 
Score: -35186816.000000 Penalty: 6253.769531
	Iteration 179Q: 3 clusters Score -3.518682e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 298008 members 
Entering Unmasked Estep 
Score: -35186784.000000 Penalty: 6253.769531
	Iteration 180F: 3 clusters Score -3.518678e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 298016 members 
Entering Unmasked Estep 
Score: -35186792.000000 Penalty: 6253.769531
	Iteration 181Q: 3 clusters Score -3.518679e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 298027 members 
Entering Unmasked Estep 
Score: -35186752.000000 Penalty: 6253.769531
	Iteration 182Q: 3 clusters Score -3.518675e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 298030 members 
Entering Unmasked Estep 
Score: -35186752.000000 Penalty: 6253.769531
	Iteration 183Q: 3 clusters Score -3.518675e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 298032 members 
Entering Unmasked Estep 
Score: -35186756.000000 Penalty: 6253.769531
	Iteration 184Q: 3 clusters Score -3.518676e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 298034 members 
Entering Unmasked Estep 
Score: -35186756.000000 Penalty: 6253.769531
	Iteration 185Q: 3 clusters Score -3.518676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 298038 members 
Entering Unmasked Estep 
Score: -35186724.000000 Penalty: 6253.769531
	Iteration 186Q: 3 clusters Score -3.518672e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 298045 members 
Entering Unmasked Estep 
Score: -35186732.000000 Penalty: 6253.769531
	Iteration 187Q: 3 clusters Score -3.518673e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 298052 members 
Entering Unmasked Estep 
Score: -35186736.000000 Penalty: 6253.769531
	Iteration 188Q: 3 clusters Score -3.518674e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 298057 members 
Entering Unmasked Estep 
Score: -35186724.000000 Penalty: 6253.769531
	Iteration 189Q: 3 clusters Score -3.518672e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 298057 members 
Entering Unmasked Estep 
Score: -35186724.000000 Penalty: 6253.769531
	Iteration 190Q: 3 clusters Score -3.518672e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 298058 members 
Entering Unmasked Estep 
Score: -35186740.000000 Penalty: 6253.769531
	Iteration 191Q: 3 clusters Score -3.518674e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 298059 members 
Entering Unmasked Estep 
Score: -35186724.000000 Penalty: 6253.769531
	Iteration 192Q: 3 clusters Score -3.518672e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 298059 members 
Entering Unmasked Estep 
Score: -35186724.000000 Penalty: 6253.769531
	Iteration 193F: 3 clusters Score -3.518672e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Entering Unmasked Estep 
Score: -881944.562500 Penalty: 2215.940918
	Iteration 0F: 2 clusters Score -881944.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -875774.375000 Penalty: 4431.881836
	Iteration 0F: 3 clusters Score -875774.4 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -877403.312500 Penalty: 4431.881836
	Iteration 1F: 3 clusters Score -877403.3 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -877656.562500 Penalty: 4431.881836
	Iteration 2F: 3 clusters Score -877656.6 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -877805.937500 Penalty: 4431.881836
	Iteration 3Q: 3 clusters Score -877805.9 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -877907.437500 Penalty: 4431.881836
	Iteration 4Q: 3 clusters Score -877907.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -877978.000000 Penalty: 4431.881836
	Iteration 5Q: 3 clusters Score -877978 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -878040.125000 Penalty: 4431.881836
	Iteration 6Q: 3 clusters Score -878040.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -878092.812500 Penalty: 4431.881836
	Iteration 7Q: 3 clusters Score -878092.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -878135.937500 Penalty: 4431.881836
	Iteration 8Q: 3 clusters Score -878135.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -878176.625000 Penalty: 4431.881836
	Iteration 9Q: 3 clusters Score -878176.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -878208.937500 Penalty: 4431.881836
	Iteration 10Q: 3 clusters Score -878208.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -878240.687500 Penalty: 4431.881836
	Iteration 11Q: 3 clusters Score -878240.7 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -878268.437500 Penalty: 4431.881836
	Iteration 12Q: 3 clusters Score -878268.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -878297.187500 Penalty: 4431.881836
	Iteration 13Q: 3 clusters Score -878297.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -878331.000000 Penalty: 4431.881836
	Iteration 14Q: 3 clusters Score -878331 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -878371.500000 Penalty: 4431.881836
	Iteration 15Q: 3 clusters Score -878371.5 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -878406.937500 Penalty: 4431.881836
	Iteration 16Q: 3 clusters Score -878406.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -878443.625000 Penalty: 4431.881836
	Iteration 17Q: 3 clusters Score -878443.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -878492.687500 Penalty: 4431.881836
	Iteration 18Q: 3 clusters Score -878492.7 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -878559.937500 Penalty: 4431.881836
	Iteration 19Q: 3 clusters Score -878559.9 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -878661.187500 Penalty: 4431.881836
	Iteration 20F: 3 clusters Score -878661.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -878750.062500 Penalty: 4431.881836
	Iteration 21Q: 3 clusters Score -878750.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -878852.312500 Penalty: 4431.881836
	Iteration 22Q: 3 clusters Score -878852.3 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -878966.812500 Penalty: 4431.881836
	Iteration 23Q: 3 clusters Score -878966.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -879067.187500 Penalty: 4431.881836
	Iteration 24Q: 3 clusters Score -879067.2 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -879204.562500 Penalty: 4431.881836
	Iteration 25Q: 3 clusters Score -879204.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -879322.937500 Penalty: 4431.881836
	Iteration 26Q: 3 clusters Score -879322.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -879425.500000 Penalty: 4431.881836
	Iteration 27Q: 3 clusters Score -879425.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -879511.062500 Penalty: 4431.881836
	Iteration 28Q: 3 clusters Score -879511.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -879582.000000 Penalty: 4431.881836
	Iteration 29Q: 3 clusters Score -879582 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -879630.687500 Penalty: 4431.881836
	Iteration 30Q: 3 clusters Score -879630.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -879665.000000 Penalty: 4431.881836
	Iteration 31Q: 3 clusters Score -879665 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -879702.875000 Penalty: 4431.881836
	Iteration 32Q: 3 clusters Score -879702.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -879745.187500 Penalty: 4431.881836
	Iteration 33Q: 3 clusters Score -879745.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -879791.062500 Penalty: 4431.881836
	Iteration 34Q: 3 clusters Score -879791.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -879846.062500 Penalty: 4431.881836
	Iteration 35Q: 3 clusters Score -879846.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -879888.187500 Penalty: 4431.881836
	Iteration 36Q: 3 clusters Score -879888.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -879926.375000 Penalty: 4431.881836
	Iteration 37Q: 3 clusters Score -879926.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -879956.250000 Penalty: 4431.881836
	Iteration 38Q: 3 clusters Score -879956.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -879979.812500 Penalty: 4431.881836
	Iteration 39Q: 3 clusters Score -879979.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -880009.562500 Penalty: 4431.881836
	Iteration 40F: 3 clusters Score -880009.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -880031.062500 Penalty: 4431.881836
	Iteration 41Q: 3 clusters Score -880031.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -880047.312500 Penalty: 4431.881836
	Iteration 42Q: 3 clusters Score -880047.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -880060.500000 Penalty: 4431.881836
	Iteration 43Q: 3 clusters Score -880060.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -880081.000000 Penalty: 4431.881836
	Iteration 44Q: 3 clusters Score -880081 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -880092.375000 Penalty: 4431.881836
	Iteration 45Q: 3 clusters Score -880092.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 6545 members 
Entering Unmasked Estep 
Score: -880097.750000 Penalty: 4431.881836
	Iteration 46Q: 3 clusters Score -880097.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -880101.750000 Penalty: 4431.881836
	Iteration 47Q: 3 clusters Score -880101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -880109.812500 Penalty: 4431.881836
	Iteration 48Q: 3 clusters Score -880109.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6575 members 
Entering Unmasked Estep 
Score: -880118.687500 Penalty: 4431.881836
	Iteration 49Q: 3 clusters Score -880118.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -880124.375000 Penalty: 4431.881836
	Iteration 50Q: 3 clusters Score -880124.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -880128.562500 Penalty: 4431.881836
	Iteration 51Q: 3 clusters Score -880128.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -880130.000000 Penalty: 4431.881836
	Iteration 52Q: 3 clusters Score -880130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -880134.562500 Penalty: 4431.881836
	Iteration 53Q: 3 clusters Score -880134.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -880140.250000 Penalty: 4431.881836
	Iteration 54Q: 3 clusters Score -880140.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -880141.000000 Penalty: 4431.881836
	Iteration 55Q: 3 clusters Score -880141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -880143.875000 Penalty: 4431.881836
	Iteration 56Q: 3 clusters Score -880143.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -880144.875000 Penalty: 4431.881836
	Iteration 57Q: 3 clusters Score -880144.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -880146.812500 Penalty: 4431.881836
	Iteration 58Q: 3 clusters Score -880146.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -880147.875000 Penalty: 4431.881836
	Iteration 59Q: 3 clusters Score -880147.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -880149.562500 Penalty: 4431.881836
	Iteration 60F: 3 clusters Score -880149.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -880152.125000 Penalty: 4431.881836
	Iteration 61Q: 3 clusters Score -880152.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -880152.812500 Penalty: 4431.881836
	Iteration 62Q: 3 clusters Score -880152.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -880153.562500 Penalty: 4431.881836
	Iteration 63Q: 3 clusters Score -880153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -880153.625000 Penalty: 4431.881836
	Iteration 64Q: 3 clusters Score -880153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -880153.625000 Penalty: 4431.881836
	Iteration 65Q: 3 clusters Score -880153.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -880153.875000 Penalty: 4431.881836
	Iteration 66Q: 3 clusters Score -880153.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -880155.000000 Penalty: 4431.881836
	Iteration 67Q: 3 clusters Score -880155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -880161.812500 Penalty: 4431.881836
	Iteration 68Q: 3 clusters Score -880161.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -880165.375000 Penalty: 4431.881836
	Iteration 69Q: 3 clusters Score -880165.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -880168.625000 Penalty: 4431.881836
	Iteration 70Q: 3 clusters Score -880168.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -880170.437500 Penalty: 4431.881836
	Iteration 71Q: 3 clusters Score -880170.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -880171.437500 Penalty: 4431.881836
	Iteration 72Q: 3 clusters Score -880171.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -880176.500000 Penalty: 4431.881836
	Iteration 73Q: 3 clusters Score -880176.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -880184.250000 Penalty: 4431.881836
	Iteration 74Q: 3 clusters Score -880184.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -880192.250000 Penalty: 4431.881836
	Iteration 75Q: 3 clusters Score -880192.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -880206.562500 Penalty: 4431.881836
	Iteration 76Q: 3 clusters Score -880206.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -880216.812500 Penalty: 4431.881836
	Iteration 77Q: 3 clusters Score -880216.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -880228.500000 Penalty: 4431.881836
	Iteration 78Q: 3 clusters Score -880228.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -880238.062500 Penalty: 4431.881836
	Iteration 79Q: 3 clusters Score -880238.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -880249.250000 Penalty: 4431.881836
	Iteration 80F: 3 clusters Score -880249.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -880257.125000 Penalty: 4431.881836
	Iteration 81Q: 3 clusters Score -880257.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -880263.437500 Penalty: 4431.881836
	Iteration 82Q: 3 clusters Score -880263.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 6799 members 
Entering Unmasked Estep 
Score: -880268.750000 Penalty: 4431.881836
	Iteration 83Q: 3 clusters Score -880268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -880272.500000 Penalty: 4431.881836
	Iteration 84Q: 3 clusters Score -880272.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -880280.062500 Penalty: 4431.881836
	Iteration 85Q: 3 clusters Score -880280.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -880285.437500 Penalty: 4431.881836
	Iteration 86Q: 3 clusters Score -880285.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6819 members 
Entering Unmasked Estep 
Score: -880288.687500 Penalty: 4431.881836
	Iteration 87Q: 3 clusters Score -880288.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -880293.062500 Penalty: 4431.881836
	Iteration 88Q: 3 clusters Score -880293.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -880296.687500 Penalty: 4431.881836
	Iteration 89Q: 3 clusters Score -880296.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -880302.125000 Penalty: 4431.881836
	Iteration 90Q: 3 clusters Score -880302.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -880309.062500 Penalty: 4431.881836
	Iteration 91Q: 3 clusters Score -880309.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -880310.687500 Penalty: 4431.881836
	Iteration 92Q: 3 clusters Score -880310.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -880313.875000 Penalty: 4431.881836
	Iteration 93Q: 3 clusters Score -880313.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -880315.250000 Penalty: 4431.881836
	Iteration 94Q: 3 clusters Score -880315.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -880314.000000 Penalty: 4431.881836
	Iteration 95Q: 3 clusters Score -880314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -880313.625000 Penalty: 4431.881836
	Iteration 96Q: 3 clusters Score -880313.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -880313.625000 Penalty: 4431.881836
	Iteration 97F: 3 clusters Score -880313.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81621 members 
Entering Unmasked Estep 
Score: -9395950.000000 Penalty: 2804.840820
	Iteration 0F: 2 clusters Score -9395950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -9341286.000000 Penalty: 5609.681641
	Iteration 0F: 3 clusters Score -9341286 nChanged 38133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -9362817.000000 Penalty: 5609.681641
	Iteration 1F: 3 clusters Score -9362817 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38584 members 
Mstep: Class 2 contains 43037 members 
Entering Unmasked Estep 
Score: -9363433.000000 Penalty: 5609.681641
	Iteration 2Q: 3 clusters Score -9363433 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -9364079.000000 Penalty: 5609.681641
	Iteration 3Q: 3 clusters Score -9364079 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 46344 members 
Entering Unmasked Estep 
Score: -9364965.000000 Penalty: 5609.681641
	Iteration 4Q: 3 clusters Score -9364965 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 49336 members 
Entering Unmasked Estep 
Score: -9366474.000000 Penalty: 5609.681641
	Iteration 5Q: 3 clusters Score -9366474 nChanged 4682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27901 members 
Mstep: Class 2 contains 53720 members 
Entering Unmasked Estep 
Score: -9369140.000000 Penalty: 5609.681641
	Iteration 6F: 3 clusters Score -9369140 nChanged 6063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21996 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -9373421.000000 Penalty: 5609.681641
	Iteration 7F: 3 clusters Score -9373421 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 66387 members 
Entering Unmasked Estep 
Score: -9379102.000000 Penalty: 5609.681641
	Iteration 8F: 3 clusters Score -9379102 nChanged 6486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 72853 members 
Entering Unmasked Estep 
Score: -9385149.000000 Penalty: 5609.681641
	Iteration 9F: 3 clusters Score -9385149 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 77452 members 
Entering Unmasked Estep 
Score: -9389603.000000 Penalty: 5609.681641
	Iteration 10F: 3 clusters Score -9389603 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 79887 members 
Entering Unmasked Estep 
Score: -9391944.000000 Penalty: 5609.681641
	Iteration 11Q: 3 clusters Score -9391944 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 80787 members 
Entering Unmasked Estep 
Score: -9392733.000000 Penalty: 5609.681641
	Iteration 12Q: 3 clusters Score -9392733 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 81098 members 
Entering Unmasked Estep 
Score: -9393094.000000 Penalty: 5609.681641
	Iteration 13Q: 3 clusters Score -9393094 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 81219 members 
Entering Unmasked Estep 
Score: -9393228.000000 Penalty: 5609.681641
	Iteration 14Q: 3 clusters Score -9393228 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 81275 members 
Entering Unmasked Estep 
Score: -9393299.000000 Penalty: 5609.681641
	Iteration 15Q: 3 clusters Score -9393299 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 81303 members 
Entering Unmasked Estep 
Score: -9393384.000000 Penalty: 5609.681641
	Iteration 16Q: 3 clusters Score -9393384 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 81315 members 
Entering Unmasked Estep 
Score: -9393421.000000 Penalty: 5609.681641
	Iteration 17Q: 3 clusters Score -9393421 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 81331 members 
Entering Unmasked Estep 
Score: -9393447.000000 Penalty: 5609.681641
	Iteration 18Q: 3 clusters Score -9393447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 81332 members 
Entering Unmasked Estep 
Score: -9393456.000000 Penalty: 5609.681641
	Iteration 19Q: 3 clusters Score -9393456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 81336 members 
Entering Unmasked Estep 
Score: -9393465.000000 Penalty: 5609.681641
	Iteration 20F: 3 clusters Score -9393465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 81338 members 
Entering Unmasked Estep 
Score: -9393471.000000 Penalty: 5609.681641
	Iteration 21Q: 3 clusters Score -9393471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 81340 members 
Entering Unmasked Estep 
Score: -9393471.000000 Penalty: 5609.681641
	Iteration 22Q: 3 clusters Score -9393471 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 81342 members 
Entering Unmasked Estep 
Score: -9393488.000000 Penalty: 5609.681641
	Iteration 23Q: 3 clusters Score -9393488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -9393492.000000 Penalty: 5609.681641
	Iteration 24Q: 3 clusters Score -9393492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 81343 members 
Entering Unmasked Estep 
Score: -9393492.000000 Penalty: 5609.681641
	Iteration 25F: 3 clusters Score -9393492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Entering Unmasked Estep 
Score: -1575134.125000 Penalty: 2370.024658
	Iteration 0F: 2 clusters Score -1575134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1564892.125000 Penalty: 4740.049316
	Iteration 0F: 3 clusters Score -1564892 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1568114.625000 Penalty: 4740.049316
	Iteration 1F: 3 clusters Score -1568115 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1568608.000000 Penalty: 4740.049316
	Iteration 2F: 3 clusters Score -1568608 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1569122.000000 Penalty: 4740.049316
	Iteration 3F: 3 clusters Score -1569122 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7703 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1569668.500000 Penalty: 4740.049316
	Iteration 4F: 3 clusters Score -1569668 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1570147.250000 Penalty: 4740.049316
	Iteration 5F: 3 clusters Score -1570147 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1570540.875000 Penalty: 4740.049316
	Iteration 6Q: 3 clusters Score -1570541 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1570935.500000 Penalty: 4740.049316
	Iteration 7Q: 3 clusters Score -1570936 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1571424.375000 Penalty: 4740.049316
	Iteration 8Q: 3 clusters Score -1571424 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1571901.750000 Penalty: 4740.049316
	Iteration 9Q: 3 clusters Score -1571902 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -1572264.000000 Penalty: 4740.049316
	Iteration 10Q: 3 clusters Score -1572264 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1572537.750000 Penalty: 4740.049316
	Iteration 11Q: 3 clusters Score -1572538 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1572723.625000 Penalty: 4740.049316
	Iteration 12Q: 3 clusters Score -1572724 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1572854.125000 Penalty: 4740.049316
	Iteration 13Q: 3 clusters Score -1572854 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1572941.250000 Penalty: 4740.049316
	Iteration 14Q: 3 clusters Score -1572941 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -1573008.000000 Penalty: 4740.049316
	Iteration 15Q: 3 clusters Score -1573008 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1573074.875000 Penalty: 4740.049316
	Iteration 16Q: 3 clusters Score -1573075 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9248 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1573123.875000 Penalty: 4740.049316
	Iteration 17Q: 3 clusters Score -1573124 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1573157.625000 Penalty: 4740.049316
	Iteration 18Q: 3 clusters Score -1573158 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1573179.125000 Penalty: 4740.049316
	Iteration 19Q: 3 clusters Score -1573179 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1573202.500000 Penalty: 4740.049316
	Iteration 20F: 3 clusters Score -1573202 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1573216.875000 Penalty: 4740.049316
	Iteration 21Q: 3 clusters Score -1573217 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1573234.250000 Penalty: 4740.049316
	Iteration 22Q: 3 clusters Score -1573234 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1573245.000000 Penalty: 4740.049316
	Iteration 23Q: 3 clusters Score -1573245 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1573257.625000 Penalty: 4740.049316
	Iteration 24Q: 3 clusters Score -1573258 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1573269.000000 Penalty: 4740.049316
	Iteration 25Q: 3 clusters Score -1573269 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1573285.000000 Penalty: 4740.049316
	Iteration 26Q: 3 clusters Score -1573285 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1573298.750000 Penalty: 4740.049316
	Iteration 27Q: 3 clusters Score -1573299 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -1573315.500000 Penalty: 4740.049316
	Iteration 28Q: 3 clusters Score -1573316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1573334.250000 Penalty: 4740.049316
	Iteration 29Q: 3 clusters Score -1573334 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -1573347.500000 Penalty: 4740.049316
	Iteration 30Q: 3 clusters Score -1573348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1573361.500000 Penalty: 4740.049316
	Iteration 31Q: 3 clusters Score -1573362 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1573371.125000 Penalty: 4740.049316
	Iteration 32Q: 3 clusters Score -1573371 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1573385.500000 Penalty: 4740.049316
	Iteration 33Q: 3 clusters Score -1573386 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1573404.375000 Penalty: 4740.049316
	Iteration 34Q: 3 clusters Score -1573404 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1573411.875000 Penalty: 4740.049316
	Iteration 35Q: 3 clusters Score -1573412 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1573423.375000 Penalty: 4740.049316
	Iteration 36Q: 3 clusters Score -1573423 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -1573442.000000 Penalty: 4740.049316
	Iteration 37Q: 3 clusters Score -1573442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1573457.125000 Penalty: 4740.049316
	Iteration 38Q: 3 clusters Score -1573457 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1573465.250000 Penalty: 4740.049316
	Iteration 39Q: 3 clusters Score -1573465 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1573476.625000 Penalty: 4740.049316
	Iteration 40F: 3 clusters Score -1573477 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1573487.875000 Penalty: 4740.049316
	Iteration 41Q: 3 clusters Score -1573488 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1573498.500000 Penalty: 4740.049316
	Iteration 42Q: 3 clusters Score -1573498 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1573508.750000 Penalty: 4740.049316
	Iteration 43Q: 3 clusters Score -1573509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1573519.125000 Penalty: 4740.049316
	Iteration 44Q: 3 clusters Score -1573519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9766 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -1573522.000000 Penalty: 4740.049316
	Iteration 45Q: 3 clusters Score -1573522 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1573532.625000 Penalty: 4740.049316
	Iteration 46Q: 3 clusters Score -1573533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1573545.875000 Penalty: 4740.049316
	Iteration 47Q: 3 clusters Score -1573546 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1573554.000000 Penalty: 4740.049316
	Iteration 48Q: 3 clusters Score -1573554 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1573561.000000 Penalty: 4740.049316
	Iteration 49Q: 3 clusters Score -1573561 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1573562.000000 Penalty: 4740.049316
	Iteration 50Q: 3 clusters Score -1573562 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1573565.625000 Penalty: 4740.049316
	Iteration 51Q: 3 clusters Score -1573566 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1573570.000000 Penalty: 4740.049316
	Iteration 52Q: 3 clusters Score -1573570 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1573566.125000 Penalty: 4740.049316
	Iteration 53Q: 3 clusters Score -1573566 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1573568.875000 Penalty: 4740.049316
	Iteration 54Q: 3 clusters Score -1573569 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1573570.750000 Penalty: 4740.049316
	Iteration 55Q: 3 clusters Score -1573571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1573572.000000 Penalty: 4740.049316
	Iteration 56Q: 3 clusters Score -1573572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1573574.125000 Penalty: 4740.049316
	Iteration 57Q: 3 clusters Score -1573574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1573576.875000 Penalty: 4740.049316
	Iteration 58Q: 3 clusters Score -1573577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -1573578.250000 Penalty: 4740.049316
	Iteration 59Q: 3 clusters Score -1573578 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1573580.875000 Penalty: 4740.049316
	Iteration 60F: 3 clusters Score -1573581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1573583.125000 Penalty: 4740.049316
	Iteration 61Q: 3 clusters Score -1573583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1573580.875000 Penalty: 4740.049316
	Iteration 62Q: 3 clusters Score -1573581 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1573581.875000 Penalty: 4740.049316
	Iteration 63Q: 3 clusters Score -1573582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1573577.625000 Penalty: 4740.049316
	Iteration 64Q: 3 clusters Score -1573578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1573577.875000 Penalty: 4740.049316
	Iteration 65Q: 3 clusters Score -1573578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1573579.625000 Penalty: 4740.049316
	Iteration 66Q: 3 clusters Score -1573580 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1573580.375000 Penalty: 4740.049316
	Iteration 67Q: 3 clusters Score -1573580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1573579.250000 Penalty: 4740.049316
	Iteration 68Q: 3 clusters Score -1573579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1573579.250000 Penalty: 4740.049316
	Iteration 69F: 3 clusters Score -1573579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (48282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48282 members 
Entering Unmasked Estep 
Score: -5760569.500000 Penalty: 2674.633789
	Iteration 0F: 2 clusters Score -5760570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -5727879.500000 Penalty: 5349.267578
	Iteration 0F: 3 clusters Score -5727880 nChanged 22194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -5740548.500000 Penalty: 5349.267578
	Iteration 1F: 3 clusters Score -5740548 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -5741432.000000 Penalty: 5349.267578
	Iteration 2Q: 3 clusters Score -5741432 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -5742763.000000 Penalty: 5349.267578
	Iteration 3F: 3 clusters Score -5742763 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32970 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -5744695.000000 Penalty: 5349.267578
	Iteration 4F: 3 clusters Score -5744695 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -5747338.500000 Penalty: 5349.267578
	Iteration 5F: 3 clusters Score -5747338 nChanged 3700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40009 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -5750512.500000 Penalty: 5349.267578
	Iteration 6F: 3 clusters Score -5750512 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -5753677.000000 Penalty: 5349.267578
	Iteration 7F: 3 clusters Score -5753677 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45908 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -5756066.500000 Penalty: 5349.267578
	Iteration 8F: 3 clusters Score -5756066 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47198 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5757251.500000 Penalty: 5349.267578
	Iteration 9Q: 3 clusters Score -5757252 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47725 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5757760.000000 Penalty: 5349.267578
	Iteration 10Q: 3 clusters Score -5757760 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47904 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5757969.000000 Penalty: 5349.267578
	Iteration 11Q: 3 clusters Score -5757969 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5758065.000000 Penalty: 5349.267578
	Iteration 12Q: 3 clusters Score -5758065 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47996 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -5758126.500000 Penalty: 5349.267578
	Iteration 13Q: 3 clusters Score -5758126 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48013 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5758163.500000 Penalty: 5349.267578
	Iteration 14Q: 3 clusters Score -5758164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5758171.500000 Penalty: 5349.267578
	Iteration 15Q: 3 clusters Score -5758172 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -5758190.000000 Penalty: 5349.267578
	Iteration 16Q: 3 clusters Score -5758190 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48026 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5758208.000000 Penalty: 5349.267578
	Iteration 17Q: 3 clusters Score -5758208 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48028 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -5758223.000000 Penalty: 5349.267578
	Iteration 18Q: 3 clusters Score -5758223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5758226.500000 Penalty: 5349.267578
	Iteration 19Q: 3 clusters Score -5758226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48031 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5758229.500000 Penalty: 5349.267578
	Iteration 20F: 3 clusters Score -5758230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5758229.000000 Penalty: 5349.267578
	Iteration 21Q: 3 clusters Score -5758229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48032 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -5758229.000000 Penalty: 5349.267578
	Iteration 22F: 3 clusters Score -5758229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (35185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35185 members 
Entering Unmasked Estep 
Score: -3933885.750000 Penalty: 2596.156982
	Iteration 0F: 2 clusters Score -3933886 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -3909855.250000 Penalty: 5192.313965
	Iteration 0F: 3 clusters Score -3909855 nChanged 15989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17820 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -3918690.750000 Penalty: 5192.313965
	Iteration 1F: 3 clusters Score -3918691 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -3919235.500000 Penalty: 5192.313965
	Iteration 2Q: 3 clusters Score -3919236 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -3919754.250000 Penalty: 5192.313965
	Iteration 3Q: 3 clusters Score -3919754 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3920353.750000 Penalty: 5192.313965
	Iteration 4Q: 3 clusters Score -3920354 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 16733 members 
Entering Unmasked Estep 
Score: -3920981.500000 Penalty: 5192.313965
	Iteration 5Q: 3 clusters Score -3920982 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -3921691.500000 Penalty: 5192.313965
	Iteration 6Q: 3 clusters Score -3921692 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -3922569.500000 Penalty: 5192.313965
	Iteration 7Q: 3 clusters Score -3922570 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -3923637.500000 Penalty: 5192.313965
	Iteration 8F: 3 clusters Score -3923638 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -3924858.750000 Penalty: 5192.313965
	Iteration 9F: 3 clusters Score -3924859 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -3926028.750000 Penalty: 5192.313965
	Iteration 10F: 3 clusters Score -3926029 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20754 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -3926993.000000 Penalty: 5192.313965
	Iteration 11Q: 3 clusters Score -3926993 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -3927708.750000 Penalty: 5192.313965
	Iteration 12Q: 3 clusters Score -3927709 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21454 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -3928267.000000 Penalty: 5192.313965
	Iteration 13Q: 3 clusters Score -3928267 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -3928692.750000 Penalty: 5192.313965
	Iteration 14Q: 3 clusters Score -3928693 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22152 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -3929067.250000 Penalty: 5192.313965
	Iteration 15Q: 3 clusters Score -3929067 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -3929447.250000 Penalty: 5192.313965
	Iteration 16Q: 3 clusters Score -3929447 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -3929837.500000 Penalty: 5192.313965
	Iteration 17Q: 3 clusters Score -3929838 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -3930261.000000 Penalty: 5192.313965
	Iteration 18Q: 3 clusters Score -3930261 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23732 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -3930697.750000 Penalty: 5192.313965
	Iteration 19Q: 3 clusters Score -3930698 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -3931012.750000 Penalty: 5192.313965
	Iteration 20F: 3 clusters Score -3931013 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 10884 members 
Entering Unmasked Estep 
Score: -3931254.250000 Penalty: 5192.313965
	Iteration 21Q: 3 clusters Score -3931254 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 10662 members 
Entering Unmasked Estep 
Score: -3931415.250000 Penalty: 5192.313965
	Iteration 22Q: 3 clusters Score -3931415 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -3931521.000000 Penalty: 5192.313965
	Iteration 23Q: 3 clusters Score -3931521 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -3931586.750000 Penalty: 5192.313965
	Iteration 24Q: 3 clusters Score -3931587 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -3931617.250000 Penalty: 5192.313965
	Iteration 25Q: 3 clusters Score -3931617 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -3931652.000000 Penalty: 5192.313965
	Iteration 26Q: 3 clusters Score -3931652 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
Score: -3931653.250000 Penalty: 5192.313965
	Iteration 27Q: 3 clusters Score -3931653 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3931676.000000 Penalty: 5192.313965
	Iteration 28Q: 3 clusters Score -3931676 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25369 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -3931692.250000 Penalty: 5192.313965
	Iteration 29Q: 3 clusters Score -3931692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -3931694.000000 Penalty: 5192.313965
	Iteration 30Q: 3 clusters Score -3931694 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25514 members 
Mstep: Class 2 contains 9671 members 
Entering Unmasked Estep 
Score: -3931713.750000 Penalty: 5192.313965
	Iteration 31Q: 3 clusters Score -3931714 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -3931727.250000 Penalty: 5192.313965
	Iteration 32Q: 3 clusters Score -3931727 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 9559 members 
Entering Unmasked Estep 
Score: -3931726.500000 Penalty: 5192.313965
	Iteration 33Q: 3 clusters Score -3931726 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -3931730.500000 Penalty: 5192.313965
	Iteration 34Q: 3 clusters Score -3931730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -3931731.500000 Penalty: 5192.313965
	Iteration 35Q: 3 clusters Score -3931732 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3931739.750000 Penalty: 5192.313965
	Iteration 36Q: 3 clusters Score -3931740 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25759 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -3931744.000000 Penalty: 5192.313965
	Iteration 37Q: 3 clusters Score -3931744 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25793 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3931740.750000 Penalty: 5192.313965
	Iteration 38Q: 3 clusters Score -3931741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25827 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -3931744.250000 Penalty: 5192.313965
	Iteration 39Q: 3 clusters Score -3931744 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25868 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -3931757.250000 Penalty: 5192.313965
	Iteration 40F: 3 clusters Score -3931757 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25907 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -3931755.750000 Penalty: 5192.313965
	Iteration 41Q: 3 clusters Score -3931756 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25935 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -3931762.250000 Penalty: 5192.313965
	Iteration 42Q: 3 clusters Score -3931762 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -3931769.250000 Penalty: 5192.313965
	Iteration 43Q: 3 clusters Score -3931769 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3931765.750000 Penalty: 5192.313965
	Iteration 44Q: 3 clusters Score -3931766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -3931759.750000 Penalty: 5192.313965
	Iteration 45Q: 3 clusters Score -3931760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -3931771.500000 Penalty: 5192.313965
	Iteration 46Q: 3 clusters Score -3931772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 9108 members 
Entering Unmasked Estep 
Score: -3931762.500000 Penalty: 5192.313965
	Iteration 47Q: 3 clusters Score -3931762 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -3931765.250000 Penalty: 5192.313965
	Iteration 48Q: 3 clusters Score -3931765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -3931777.250000 Penalty: 5192.313965
	Iteration 49Q: 3 clusters Score -3931777 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3931787.500000 Penalty: 5192.313965
	Iteration 50Q: 3 clusters Score -3931788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3931785.000000 Penalty: 5192.313965
	Iteration 51Q: 3 clusters Score -3931785 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3931783.250000 Penalty: 5192.313965
	Iteration 52Q: 3 clusters Score -3931783 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -3931782.250000 Penalty: 5192.313965
	Iteration 53Q: 3 clusters Score -3931782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26277 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -3931782.750000 Penalty: 5192.313965
	Iteration 54Q: 3 clusters Score -3931783 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26299 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -3931787.750000 Penalty: 5192.313965
	Iteration 55Q: 3 clusters Score -3931788 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -3931787.250000 Penalty: 5192.313965
	Iteration 56Q: 3 clusters Score -3931787 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26342 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -3931789.750000 Penalty: 5192.313965
	Iteration 57Q: 3 clusters Score -3931790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 8822 members 
Entering Unmasked Estep 
Score: -3931789.500000 Penalty: 5192.313965
	Iteration 58Q: 3 clusters Score -3931790 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 8804 members 
Entering Unmasked Estep 
Score: -3931793.250000 Penalty: 5192.313965
	Iteration 59Q: 3 clusters Score -3931793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26404 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -3931789.750000 Penalty: 5192.313965
	Iteration 60F: 3 clusters Score -3931790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26429 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -3931790.500000 Penalty: 5192.313965
	Iteration 61Q: 3 clusters Score -3931790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26463 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -3931799.250000 Penalty: 5192.313965
	Iteration 62Q: 3 clusters Score -3931799 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -3931801.000000 Penalty: 5192.313965
	Iteration 63Q: 3 clusters Score -3931801 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26522 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -3931803.750000 Penalty: 5192.313965
	Iteration 64Q: 3 clusters Score -3931804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26553 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -3931795.750000 Penalty: 5192.313965
	Iteration 65Q: 3 clusters Score -3931796 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -3931801.500000 Penalty: 5192.313965
	Iteration 66Q: 3 clusters Score -3931802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 8574 members 
Entering Unmasked Estep 
Score: -3931802.000000 Penalty: 5192.313965
	Iteration 67Q: 3 clusters Score -3931802 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -3931808.250000 Penalty: 5192.313965
	Iteration 68Q: 3 clusters Score -3931808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3931808.000000 Penalty: 5192.313965
	Iteration 69Q: 3 clusters Score -3931808 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -3931805.000000 Penalty: 5192.313965
	Iteration 70Q: 3 clusters Score -3931805 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -3931805.750000 Penalty: 5192.313965
	Iteration 71Q: 3 clusters Score -3931806 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -3931808.250000 Penalty: 5192.313965
	Iteration 72Q: 3 clusters Score -3931808 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -3931816.250000 Penalty: 5192.313965
	Iteration 73Q: 3 clusters Score -3931816 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -3931813.750000 Penalty: 5192.313965
	Iteration 74Q: 3 clusters Score -3931814 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -3931808.750000 Penalty: 5192.313965
	Iteration 75Q: 3 clusters Score -3931809 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -3931814.000000 Penalty: 5192.313965
	Iteration 76Q: 3 clusters Score -3931814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -3931810.500000 Penalty: 5192.313965
	Iteration 77Q: 3 clusters Score -3931810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -3931817.500000 Penalty: 5192.313965
	Iteration 78Q: 3 clusters Score -3931818 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26867 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -3931818.750000 Penalty: 5192.313965
	Iteration 79Q: 3 clusters Score -3931819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26881 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -3931820.500000 Penalty: 5192.313965
	Iteration 80F: 3 clusters Score -3931820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -3931819.750000 Penalty: 5192.313965
	Iteration 81Q: 3 clusters Score -3931820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -3931828.750000 Penalty: 5192.313965
	Iteration 82Q: 3 clusters Score -3931829 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26905 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -3931824.000000 Penalty: 5192.313965
	Iteration 83Q: 3 clusters Score -3931824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 8270 members 
Entering Unmasked Estep 
Score: -3931821.500000 Penalty: 5192.313965
	Iteration 84Q: 3 clusters Score -3931822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 8265 members 
Entering Unmasked Estep 
Score: -3931818.750000 Penalty: 5192.313965
	Iteration 85Q: 3 clusters Score -3931819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 2 contains 8256 members 
Entering Unmasked Estep 
Score: -3931827.250000 Penalty: 5192.313965
	Iteration 86Q: 3 clusters Score -3931827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3931823.500000 Penalty: 5192.313965
	Iteration 87Q: 3 clusters Score -3931824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3931828.500000 Penalty: 5192.313965
	Iteration 88Q: 3 clusters Score -3931828 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26954 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -3931825.250000 Penalty: 5192.313965
	Iteration 89Q: 3 clusters Score -3931825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -3931829.000000 Penalty: 5192.313965
	Iteration 90Q: 3 clusters Score -3931829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 8219 members 
Entering Unmasked Estep 
Score: -3931833.250000 Penalty: 5192.313965
	Iteration 91Q: 3 clusters Score -3931833 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3931831.000000 Penalty: 5192.313965
	Iteration 92Q: 3 clusters Score -3931831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26982 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3931833.250000 Penalty: 5192.313965
	Iteration 93Q: 3 clusters Score -3931833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -3931837.000000 Penalty: 5192.313965
	Iteration 94Q: 3 clusters Score -3931837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -3931837.000000 Penalty: 5192.313965
	Iteration 95Q: 3 clusters Score -3931837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3931833.250000 Penalty: 5192.313965
	Iteration 96Q: 3 clusters Score -3931833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -3931842.250000 Penalty: 5192.313965
	Iteration 97Q: 3 clusters Score -3931842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3931840.750000 Penalty: 5192.313965
	Iteration 98Q: 3 clusters Score -3931841 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 8170 members 
Entering Unmasked Estep 
Score: -3931832.500000 Penalty: 5192.313965
	Iteration 99Q: 3 clusters Score -3931832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -3931833.000000 Penalty: 5192.313965
	Iteration 100F: 3 clusters Score -3931833 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -3931834.250000 Penalty: 5192.313965
	Iteration 101Q: 3 clusters Score -3931834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -3931836.500000 Penalty: 5192.313965
	Iteration 102Q: 3 clusters Score -3931836 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -3931836.000000 Penalty: 5192.313965
	Iteration 103Q: 3 clusters Score -3931836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -3931831.000000 Penalty: 5192.313965
	Iteration 104Q: 3 clusters Score -3931831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27035 members 
Mstep: Class 2 contains 8150 members 
Entering Unmasked Estep 
Score: -3931830.500000 Penalty: 5192.313965
	Iteration 105Q: 3 clusters Score -3931830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3931832.750000 Penalty: 5192.313965
	Iteration 106Q: 3 clusters Score -3931833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3931834.000000 Penalty: 5192.313965
	Iteration 107Q: 3 clusters Score -3931834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27041 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -3931832.750000 Penalty: 5192.313965
	Iteration 108Q: 3 clusters Score -3931833 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27043 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -3931831.500000 Penalty: 5192.313965
	Iteration 109Q: 3 clusters Score -3931832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27044 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -3931831.750000 Penalty: 5192.313965
	Iteration 110Q: 3 clusters Score -3931832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3931830.750000 Penalty: 5192.313965
	Iteration 111Q: 3 clusters Score -3931831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27045 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3931830.750000 Penalty: 5192.313965
	Iteration 112F: 3 clusters Score -3931831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Entering Unmasked Estep 
Score: -3870457.000000 Penalty: 2577.331787
	Iteration 0F: 2 clusters Score -3870457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -3848342.750000 Penalty: 5154.663574
	Iteration 0F: 3 clusters Score -3848343 nChanged 14611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -3856152.250000 Penalty: 5154.663574
	Iteration 1F: 3 clusters Score -3856152 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -3856609.000000 Penalty: 5154.663574
	Iteration 2Q: 3 clusters Score -3856609 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 15941 members 
Entering Unmasked Estep 
Score: -3857006.750000 Penalty: 5154.663574
	Iteration 3Q: 3 clusters Score -3857007 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -3857362.750000 Penalty: 5154.663574
	Iteration 4Q: 3 clusters Score -3857363 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3857664.750000 Penalty: 5154.663574
	Iteration 5Q: 3 clusters Score -3857665 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -3858035.250000 Penalty: 5154.663574
	Iteration 6Q: 3 clusters Score -3858035 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -3858465.750000 Penalty: 5154.663574
	Iteration 7Q: 3 clusters Score -3858466 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18976 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -3859012.250000 Penalty: 5154.663574
	Iteration 8Q: 3 clusters Score -3859012 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -3859781.750000 Penalty: 5154.663574
	Iteration 9Q: 3 clusters Score -3859782 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -3860780.000000 Penalty: 5154.663574
	Iteration 10Q: 3 clusters Score -3860780 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 10528 members 
Entering Unmasked Estep 
Score: -3861904.500000 Penalty: 5154.663574
	Iteration 11Q: 3 clusters Score -3861904 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 9533 members 
Entering Unmasked Estep 
Score: -3862917.750000 Penalty: 5154.663574
	Iteration 12Q: 3 clusters Score -3862918 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -3863825.750000 Penalty: 5154.663574
	Iteration 13Q: 3 clusters Score -3863826 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24665 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -3864497.000000 Penalty: 5154.663574
	Iteration 14Q: 3 clusters Score -3864497 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3864943.500000 Penalty: 5154.663574
	Iteration 15Q: 3 clusters Score -3864944 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -3865272.250000 Penalty: 5154.663574
	Iteration 16Q: 3 clusters Score -3865272 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -3865518.250000 Penalty: 5154.663574
	Iteration 17Q: 3 clusters Score -3865518 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -3865761.250000 Penalty: 5154.663574
	Iteration 18Q: 3 clusters Score -3865761 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -3865980.500000 Penalty: 5154.663574
	Iteration 19Q: 3 clusters Score -3865980 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27857 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -3866192.000000 Penalty: 5154.663574
	Iteration 20F: 3 clusters Score -3866192 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28302 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -3866397.250000 Penalty: 5154.663574
	Iteration 21Q: 3 clusters Score -3866397 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28706 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3866583.750000 Penalty: 5154.663574
	Iteration 22Q: 3 clusters Score -3866584 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29099 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -3866784.750000 Penalty: 5154.663574
	Iteration 23Q: 3 clusters Score -3866785 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3866977.500000 Penalty: 5154.663574
	Iteration 24Q: 3 clusters Score -3866978 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3867156.500000 Penalty: 5154.663574
	Iteration 25Q: 3 clusters Score -3867156 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30150 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -3867319.000000 Penalty: 5154.663574
	Iteration 26Q: 3 clusters Score -3867319 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3867463.250000 Penalty: 5154.663574
	Iteration 27Q: 3 clusters Score -3867463 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30663 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -3867584.500000 Penalty: 5154.663574
	Iteration 28Q: 3 clusters Score -3867584 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -3867675.250000 Penalty: 5154.663574
	Iteration 29Q: 3 clusters Score -3867675 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31024 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -3867776.500000 Penalty: 5154.663574
	Iteration 30Q: 3 clusters Score -3867776 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -3867829.500000 Penalty: 5154.663574
	Iteration 31Q: 3 clusters Score -3867830 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -3867897.000000 Penalty: 5154.663574
	Iteration 32Q: 3 clusters Score -3867897 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3867953.500000 Penalty: 5154.663574
	Iteration 33Q: 3 clusters Score -3867954 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3867999.000000 Penalty: 5154.663574
	Iteration 34Q: 3 clusters Score -3867999 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -3868045.750000 Penalty: 5154.663574
	Iteration 35Q: 3 clusters Score -3868046 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3868057.750000 Penalty: 5154.663574
	Iteration 36Q: 3 clusters Score -3868058 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -3868074.000000 Penalty: 5154.663574
	Iteration 37Q: 3 clusters Score -3868074 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31633 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3868102.750000 Penalty: 5154.663574
	Iteration 38Q: 3 clusters Score -3868103 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31665 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3868115.000000 Penalty: 5154.663574
	Iteration 39Q: 3 clusters Score -3868115 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31691 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -3868116.500000 Penalty: 5154.663574
	Iteration 40F: 3 clusters Score -3868116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31710 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -3868132.750000 Penalty: 5154.663574
	Iteration 41Q: 3 clusters Score -3868133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3868140.250000 Penalty: 5154.663574
	Iteration 42Q: 3 clusters Score -3868140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -3868156.750000 Penalty: 5154.663574
	Iteration 43Q: 3 clusters Score -3868157 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3868164.500000 Penalty: 5154.663574
	Iteration 44Q: 3 clusters Score -3868164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -3868164.750000 Penalty: 5154.663574
	Iteration 45Q: 3 clusters Score -3868165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -3868169.500000 Penalty: 5154.663574
	Iteration 46Q: 3 clusters Score -3868170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -3868172.250000 Penalty: 5154.663574
	Iteration 47Q: 3 clusters Score -3868172 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -3868174.000000 Penalty: 5154.663574
	Iteration 48Q: 3 clusters Score -3868174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3868183.000000 Penalty: 5154.663574
	Iteration 49Q: 3 clusters Score -3868183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3868189.750000 Penalty: 5154.663574
	Iteration 50Q: 3 clusters Score -3868190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31811 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -3868193.500000 Penalty: 5154.663574
	Iteration 51Q: 3 clusters Score -3868194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31818 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3868199.500000 Penalty: 5154.663574
	Iteration 52Q: 3 clusters Score -3868200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -3868198.500000 Penalty: 5154.663574
	Iteration 53Q: 3 clusters Score -3868198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3868195.750000 Penalty: 5154.663574
	Iteration 54Q: 3 clusters Score -3868196 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31828 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3868196.250000 Penalty: 5154.663574
	Iteration 55Q: 3 clusters Score -3868196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31831 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3868196.250000 Penalty: 5154.663574
	Iteration 56Q: 3 clusters Score -3868196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -3868202.250000 Penalty: 5154.663574
	Iteration 57Q: 3 clusters Score -3868202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31835 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3868199.500000 Penalty: 5154.663574
	Iteration 58Q: 3 clusters Score -3868200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3868203.750000 Penalty: 5154.663574
	Iteration 59Q: 3 clusters Score -3868204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31840 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3868205.500000 Penalty: 5154.663574
	Iteration 60F: 3 clusters Score -3868206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -3868204.250000 Penalty: 5154.663574
	Iteration 61Q: 3 clusters Score -3868204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3868207.500000 Penalty: 5154.663574
	Iteration 62Q: 3 clusters Score -3868208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3868210.250000 Penalty: 5154.663574
	Iteration 63Q: 3 clusters Score -3868210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -3868215.750000 Penalty: 5154.663574
	Iteration 64Q: 3 clusters Score -3868216 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3868219.500000 Penalty: 5154.663574
	Iteration 65Q: 3 clusters Score -3868220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3868218.500000 Penalty: 5154.663574
	Iteration 66Q: 3 clusters Score -3868218 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -3868219.000000 Penalty: 5154.663574
	Iteration 67Q: 3 clusters Score -3868219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3868216.250000 Penalty: 5154.663574
	Iteration 68Q: 3 clusters Score -3868216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -3868219.750000 Penalty: 5154.663574
	Iteration 69Q: 3 clusters Score -3868220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3868227.750000 Penalty: 5154.663574
	Iteration 70Q: 3 clusters Score -3868228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3868226.000000 Penalty: 5154.663574
	Iteration 71Q: 3 clusters Score -3868226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31870 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3868226.000000 Penalty: 5154.663574
	Iteration 72F: 3 clusters Score -3868226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3669 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Entering Unmasked Estep 
Score: -416275.156250 Penalty: 2035.503174
	Iteration 0F: 2 clusters Score -416275.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -412590.062500 Penalty: 4071.006348
	Iteration 0F: 3 clusters Score -412590.1 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -413347.687500 Penalty: 4071.006348
	Iteration 1F: 3 clusters Score -413347.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -413507.468750 Penalty: 4071.006348
	Iteration 2F: 3 clusters Score -413507.5 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -413602.750000 Penalty: 4071.006348
	Iteration 3Q: 3 clusters Score -413602.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -413685.437500 Penalty: 4071.006348
	Iteration 4Q: 3 clusters Score -413685.4 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -413752.187500 Penalty: 4071.006348
	Iteration 5Q: 3 clusters Score -413752.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -413807.562500 Penalty: 4071.006348
	Iteration 6Q: 3 clusters Score -413807.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -413858.000000 Penalty: 4071.006348
	Iteration 7Q: 3 clusters Score -413858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -413893.125000 Penalty: 4071.006348
	Iteration 8Q: 3 clusters Score -413893.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -413920.812500 Penalty: 4071.006348
	Iteration 9Q: 3 clusters Score -413920.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -413941.093750 Penalty: 4071.006348
	Iteration 10Q: 3 clusters Score -413941.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -413961.000000 Penalty: 4071.006348
	Iteration 11Q: 3 clusters Score -413961 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -413979.437500 Penalty: 4071.006348
	Iteration 12Q: 3 clusters Score -413979.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -414000.125000 Penalty: 4071.006348
	Iteration 13Q: 3 clusters Score -414000.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -414016.125000 Penalty: 4071.006348
	Iteration 14Q: 3 clusters Score -414016.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -414029.843750 Penalty: 4071.006348
	Iteration 15Q: 3 clusters Score -414029.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -414043.468750 Penalty: 4071.006348
	Iteration 16Q: 3 clusters Score -414043.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -414060.687500 Penalty: 4071.006348
	Iteration 17Q: 3 clusters Score -414060.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -414076.656250 Penalty: 4071.006348
	Iteration 18Q: 3 clusters Score -414076.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -414090.593750 Penalty: 4071.006348
	Iteration 19Q: 3 clusters Score -414090.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -414101.531250 Penalty: 4071.006348
	Iteration 20F: 3 clusters Score -414101.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -414108.093750 Penalty: 4071.006348
	Iteration 21Q: 3 clusters Score -414108.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -414116.718750 Penalty: 4071.006348
	Iteration 22Q: 3 clusters Score -414116.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -414123.625000 Penalty: 4071.006348
	Iteration 23Q: 3 clusters Score -414123.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -414130.906250 Penalty: 4071.006348
	Iteration 24Q: 3 clusters Score -414130.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -414136.281250 Penalty: 4071.006348
	Iteration 25Q: 3 clusters Score -414136.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -414141.312500 Penalty: 4071.006348
	Iteration 26Q: 3 clusters Score -414141.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -414145.156250 Penalty: 4071.006348
	Iteration 27Q: 3 clusters Score -414145.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -414148.406250 Penalty: 4071.006348
	Iteration 28Q: 3 clusters Score -414148.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -414149.875000 Penalty: 4071.006348
	Iteration 29Q: 3 clusters Score -414149.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -414150.687500 Penalty: 4071.006348
	Iteration 30Q: 3 clusters Score -414150.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -414152.562500 Penalty: 4071.006348
	Iteration 31Q: 3 clusters Score -414152.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -414156.062500 Penalty: 4071.006348
	Iteration 32Q: 3 clusters Score -414156.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -414159.625000 Penalty: 4071.006348
	Iteration 33Q: 3 clusters Score -414159.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -414164.156250 Penalty: 4071.006348
	Iteration 34Q: 3 clusters Score -414164.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -414172.093750 Penalty: 4071.006348
	Iteration 35Q: 3 clusters Score -414172.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -414177.875000 Penalty: 4071.006348
	Iteration 36Q: 3 clusters Score -414177.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -414187.656250 Penalty: 4071.006348
	Iteration 37Q: 3 clusters Score -414187.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -414202.781250 Penalty: 4071.006348
	Iteration 38Q: 3 clusters Score -414202.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -414214.093750 Penalty: 4071.006348
	Iteration 39Q: 3 clusters Score -414214.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -414225.843750 Penalty: 4071.006348
	Iteration 40F: 3 clusters Score -414225.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -414231.375000 Penalty: 4071.006348
	Iteration 41Q: 3 clusters Score -414231.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -414238.468750 Penalty: 4071.006348
	Iteration 42Q: 3 clusters Score -414238.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -414243.781250 Penalty: 4071.006348
	Iteration 43Q: 3 clusters Score -414243.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -414247.437500 Penalty: 4071.006348
	Iteration 44Q: 3 clusters Score -414247.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -414252.937500 Penalty: 4071.006348
	Iteration 45Q: 3 clusters Score -414252.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -414259.281250 Penalty: 4071.006348
	Iteration 46Q: 3 clusters Score -414259.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -414266.093750 Penalty: 4071.006348
	Iteration 47Q: 3 clusters Score -414266.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -414273.812500 Penalty: 4071.006348
	Iteration 48Q: 3 clusters Score -414273.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -414275.531250 Penalty: 4071.006348
	Iteration 49Q: 3 clusters Score -414275.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -414282.843750 Penalty: 4071.006348
	Iteration 50Q: 3 clusters Score -414282.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -414290.812500 Penalty: 4071.006348
	Iteration 51Q: 3 clusters Score -414290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -414295.968750 Penalty: 4071.006348
	Iteration 52Q: 3 clusters Score -414296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -414304.843750 Penalty: 4071.006348
	Iteration 53Q: 3 clusters Score -414304.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -414314.031250 Penalty: 4071.006348
	Iteration 54Q: 3 clusters Score -414314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -414324.500000 Penalty: 4071.006348
	Iteration 55Q: 3 clusters Score -414324.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -414334.468750 Penalty: 4071.006348
	Iteration 56Q: 3 clusters Score -414334.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -414341.375000 Penalty: 4071.006348
	Iteration 57Q: 3 clusters Score -414341.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -414346.406250 Penalty: 4071.006348
	Iteration 58Q: 3 clusters Score -414346.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -414349.312500 Penalty: 4071.006348
	Iteration 59Q: 3 clusters Score -414349.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -414352.187500 Penalty: 4071.006348
	Iteration 60F: 3 clusters Score -414352.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -414356.718750 Penalty: 4071.006348
	Iteration 61Q: 3 clusters Score -414356.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -414358.875000 Penalty: 4071.006348
	Iteration 62Q: 3 clusters Score -414358.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -414362.750000 Penalty: 4071.006348
	Iteration 63Q: 3 clusters Score -414362.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -414366.437500 Penalty: 4071.006348
	Iteration 64Q: 3 clusters Score -414366.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -414370.531250 Penalty: 4071.006348
	Iteration 65Q: 3 clusters Score -414370.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3028 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -414375.500000 Penalty: 4071.006348
	Iteration 66Q: 3 clusters Score -414375.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -414378.062500 Penalty: 4071.006348
	Iteration 67Q: 3 clusters Score -414378.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -414383.968750 Penalty: 4071.006348
	Iteration 68Q: 3 clusters Score -414384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -414388.500000 Penalty: 4071.006348
	Iteration 69Q: 3 clusters Score -414388.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -414393.625000 Penalty: 4071.006348
	Iteration 70Q: 3 clusters Score -414393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -414397.718750 Penalty: 4071.006348
	Iteration 71Q: 3 clusters Score -414397.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -414405.000000 Penalty: 4071.006348
	Iteration 72Q: 3 clusters Score -414405 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -414412.718750 Penalty: 4071.006348
	Iteration 73Q: 3 clusters Score -414412.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -414421.781250 Penalty: 4071.006348
	Iteration 74Q: 3 clusters Score -414421.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -414430.781250 Penalty: 4071.006348
	Iteration 75Q: 3 clusters Score -414430.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -414439.718750 Penalty: 4071.006348
	Iteration 76Q: 3 clusters Score -414439.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -414445.531250 Penalty: 4071.006348
	Iteration 77Q: 3 clusters Score -414445.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -414454.062500 Penalty: 4071.006348
	Iteration 78Q: 3 clusters Score -414454.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -414462.500000 Penalty: 4071.006348
	Iteration 79Q: 3 clusters Score -414462.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -414465.218750 Penalty: 4071.006348
	Iteration 80F: 3 clusters Score -414465.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -414468.718750 Penalty: 4071.006348
	Iteration 81Q: 3 clusters Score -414468.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -414471.406250 Penalty: 4071.006348
	Iteration 82Q: 3 clusters Score -414471.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -414471.937500 Penalty: 4071.006348
	Iteration 83Q: 3 clusters Score -414471.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -414473.281250 Penalty: 4071.006348
	Iteration 84Q: 3 clusters Score -414473.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -414474.843750 Penalty: 4071.006348
	Iteration 85Q: 3 clusters Score -414474.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -414475.031250 Penalty: 4071.006348
	Iteration 86Q: 3 clusters Score -414475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -414475.031250 Penalty: 4071.006348
	Iteration 87F: 3 clusters Score -414475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Entering Unmasked Estep 
Score: -856769.312500 Penalty: 2247.134766
	Iteration 0F: 2 clusters Score -856769.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -849977.125000 Penalty: 4494.269531
	Iteration 0F: 3 clusters Score -849977.1 nChanged 3506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -852025.000000 Penalty: 4494.269531
	Iteration 1F: 3 clusters Score -852025 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -852418.250000 Penalty: 4494.269531
	Iteration 2F: 3 clusters Score -852418.2 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -852820.312500 Penalty: 4494.269531
	Iteration 3F: 3 clusters Score -852820.3 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -853214.625000 Penalty: 4494.269531
	Iteration 4F: 3 clusters Score -853214.6 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -853521.187500 Penalty: 4494.269531
	Iteration 5F: 3 clusters Score -853521.2 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -853775.312500 Penalty: 4494.269531
	Iteration 6Q: 3 clusters Score -853775.3 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -853980.562500 Penalty: 4494.269531
	Iteration 7Q: 3 clusters Score -853980.6 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -854144.625000 Penalty: 4494.269531
	Iteration 8Q: 3 clusters Score -854144.6 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -854310.000000 Penalty: 4494.269531
	Iteration 9Q: 3 clusters Score -854310 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -854480.437500 Penalty: 4494.269531
	Iteration 10Q: 3 clusters Score -854480.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -854653.187500 Penalty: 4494.269531
	Iteration 11Q: 3 clusters Score -854653.2 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -854804.125000 Penalty: 4494.269531
	Iteration 12Q: 3 clusters Score -854804.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -854962.500000 Penalty: 4494.269531
	Iteration 13Q: 3 clusters Score -854962.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -855099.375000 Penalty: 4494.269531
	Iteration 14Q: 3 clusters Score -855099.4 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -855197.375000 Penalty: 4494.269531
	Iteration 15Q: 3 clusters Score -855197.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -855262.812500 Penalty: 4494.269531
	Iteration 16Q: 3 clusters Score -855262.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -855311.250000 Penalty: 4494.269531
	Iteration 17Q: 3 clusters Score -855311.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -855349.750000 Penalty: 4494.269531
	Iteration 18Q: 3 clusters Score -855349.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -855381.875000 Penalty: 4494.269531
	Iteration 19Q: 3 clusters Score -855381.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -855396.125000 Penalty: 4494.269531
	Iteration 20F: 3 clusters Score -855396.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -855411.562500 Penalty: 4494.269531
	Iteration 21Q: 3 clusters Score -855411.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -855421.750000 Penalty: 4494.269531
	Iteration 22Q: 3 clusters Score -855421.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -855435.937500 Penalty: 4494.269531
	Iteration 23Q: 3 clusters Score -855435.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -855445.250000 Penalty: 4494.269531
	Iteration 24Q: 3 clusters Score -855445.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -855455.687500 Penalty: 4494.269531
	Iteration 25Q: 3 clusters Score -855455.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -855464.062500 Penalty: 4494.269531
	Iteration 26Q: 3 clusters Score -855464.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -855471.312500 Penalty: 4494.269531
	Iteration 27Q: 3 clusters Score -855471.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -855476.687500 Penalty: 4494.269531
	Iteration 28Q: 3 clusters Score -855476.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -855483.125000 Penalty: 4494.269531
	Iteration 29Q: 3 clusters Score -855483.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -855491.125000 Penalty: 4494.269531
	Iteration 30Q: 3 clusters Score -855491.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -855497.250000 Penalty: 4494.269531
	Iteration 31Q: 3 clusters Score -855497.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -855505.562500 Penalty: 4494.269531
	Iteration 32Q: 3 clusters Score -855505.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -855512.312500 Penalty: 4494.269531
	Iteration 33Q: 3 clusters Score -855512.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -855524.062500 Penalty: 4494.269531
	Iteration 34Q: 3 clusters Score -855524.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -855537.375000 Penalty: 4494.269531
	Iteration 35Q: 3 clusters Score -855537.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -855549.437500 Penalty: 4494.269531
	Iteration 36Q: 3 clusters Score -855549.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -855556.625000 Penalty: 4494.269531
	Iteration 37Q: 3 clusters Score -855556.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -855561.500000 Penalty: 4494.269531
	Iteration 38Q: 3 clusters Score -855561.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -855562.875000 Penalty: 4494.269531
	Iteration 39Q: 3 clusters Score -855562.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -855565.562500 Penalty: 4494.269531
	Iteration 40F: 3 clusters Score -855565.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -855570.687500 Penalty: 4494.269531
	Iteration 41Q: 3 clusters Score -855570.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -855576.625000 Penalty: 4494.269531
	Iteration 42Q: 3 clusters Score -855576.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -855580.187500 Penalty: 4494.269531
	Iteration 43Q: 3 clusters Score -855580.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -855584.937500 Penalty: 4494.269531
	Iteration 44Q: 3 clusters Score -855584.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -855585.500000 Penalty: 4494.269531
	Iteration 45Q: 3 clusters Score -855585.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -855590.437500 Penalty: 4494.269531
	Iteration 46Q: 3 clusters Score -855590.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -855597.312500 Penalty: 4494.269531
	Iteration 47Q: 3 clusters Score -855597.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -855606.250000 Penalty: 4494.269531
	Iteration 48Q: 3 clusters Score -855606.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -855617.250000 Penalty: 4494.269531
	Iteration 49Q: 3 clusters Score -855617.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -855623.437500 Penalty: 4494.269531
	Iteration 50Q: 3 clusters Score -855623.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -855633.250000 Penalty: 4494.269531
	Iteration 51Q: 3 clusters Score -855633.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -855644.812500 Penalty: 4494.269531
	Iteration 52Q: 3 clusters Score -855644.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -855649.312500 Penalty: 4494.269531
	Iteration 53Q: 3 clusters Score -855649.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -855653.250000 Penalty: 4494.269531
	Iteration 54Q: 3 clusters Score -855653.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -855655.250000 Penalty: 4494.269531
	Iteration 55Q: 3 clusters Score -855655.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -855655.437500 Penalty: 4494.269531
	Iteration 56Q: 3 clusters Score -855655.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -855656.250000 Penalty: 4494.269531
	Iteration 57Q: 3 clusters Score -855656.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -855656.437500 Penalty: 4494.269531
	Iteration 58Q: 3 clusters Score -855656.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -855658.812500 Penalty: 4494.269531
	Iteration 59Q: 3 clusters Score -855658.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -855658.562500 Penalty: 4494.269531
	Iteration 60F: 3 clusters Score -855658.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12091 members 
Entering Unmasked Estep 
Score: -1445813.000000 Penalty: 2331.253906
	Iteration 0F: 2 clusters Score -1445813 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1436807.250000 Penalty: 4662.507812
	Iteration 0F: 3 clusters Score -1436807 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1439594.375000 Penalty: 4662.507812
	Iteration 1F: 3 clusters Score -1439594 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1440022.750000 Penalty: 4662.507812
	Iteration 2F: 3 clusters Score -1440023 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1440405.000000 Penalty: 4662.507812
	Iteration 3F: 3 clusters Score -1440405 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1440767.375000 Penalty: 4662.507812
	Iteration 4F: 3 clusters Score -1440767 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1441123.875000 Penalty: 4662.507812
	Iteration 5Q: 3 clusters Score -1441124 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1441490.625000 Penalty: 4662.507812
	Iteration 6Q: 3 clusters Score -1441491 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1441864.625000 Penalty: 4662.507812
	Iteration 7Q: 3 clusters Score -1441865 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 6588 members 
Entering Unmasked Estep 
Score: -1442205.000000 Penalty: 4662.507812
	Iteration 8Q: 3 clusters Score -1442205 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1442506.875000 Penalty: 4662.507812
	Iteration 9Q: 3 clusters Score -1442507 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1442723.625000 Penalty: 4662.507812
	Iteration 10Q: 3 clusters Score -1442724 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1442883.625000 Penalty: 4662.507812
	Iteration 11Q: 3 clusters Score -1442884 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1442997.000000 Penalty: 4662.507812
	Iteration 12Q: 3 clusters Score -1442997 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1443085.000000 Penalty: 4662.507812
	Iteration 13Q: 3 clusters Score -1443085 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1443154.375000 Penalty: 4662.507812
	Iteration 14Q: 3 clusters Score -1443154 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1443233.750000 Penalty: 4662.507812
	Iteration 15Q: 3 clusters Score -1443234 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1443331.125000 Penalty: 4662.507812
	Iteration 16Q: 3 clusters Score -1443331 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1443428.250000 Penalty: 4662.507812
	Iteration 17Q: 3 clusters Score -1443428 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1443537.750000 Penalty: 4662.507812
	Iteration 18Q: 3 clusters Score -1443538 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1443660.500000 Penalty: 4662.507812
	Iteration 19Q: 3 clusters Score -1443660 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1443785.000000 Penalty: 4662.507812
	Iteration 20F: 3 clusters Score -1443785 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1443909.375000 Penalty: 4662.507812
	Iteration 21Q: 3 clusters Score -1443909 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1444015.625000 Penalty: 4662.507812
	Iteration 22Q: 3 clusters Score -1444016 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 6410 members 
Entering Unmasked Estep 
Score: -1444084.625000 Penalty: 4662.507812
	Iteration 23Q: 3 clusters Score -1444085 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1444136.625000 Penalty: 4662.507812
	Iteration 24Q: 3 clusters Score -1444137 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1444157.500000 Penalty: 4662.507812
	Iteration 25Q: 3 clusters Score -1444158 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1444178.000000 Penalty: 4662.507812
	Iteration 26Q: 3 clusters Score -1444178 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1444188.000000 Penalty: 4662.507812
	Iteration 27Q: 3 clusters Score -1444188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1444193.250000 Penalty: 4662.507812
	Iteration 28Q: 3 clusters Score -1444193 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1444200.375000 Penalty: 4662.507812
	Iteration 29Q: 3 clusters Score -1444200 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1444205.625000 Penalty: 4662.507812
	Iteration 30Q: 3 clusters Score -1444206 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -1444220.000000 Penalty: 4662.507812
	Iteration 31Q: 3 clusters Score -1444220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1444219.500000 Penalty: 4662.507812
	Iteration 32Q: 3 clusters Score -1444220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1444222.625000 Penalty: 4662.507812
	Iteration 33Q: 3 clusters Score -1444223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1444222.000000 Penalty: 4662.507812
	Iteration 34Q: 3 clusters Score -1444222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1444220.875000 Penalty: 4662.507812
	Iteration 35Q: 3 clusters Score -1444221 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1444220.875000 Penalty: 4662.507812
	Iteration 36F: 3 clusters Score -1444221 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (62533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Entering Unmasked Estep 
Score: -7458840.500000 Penalty: 2738.775391
	Iteration 0F: 2 clusters Score -7458840 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31249 members 
Mstep: Class 2 contains 31284 members 
Entering Unmasked Estep 
Score: -7416900.000000 Penalty: 5477.550781
	Iteration 0F: 3 clusters Score -7416900 nChanged 29168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 31534 members 
Entering Unmasked Estep 
Score: -7433303.000000 Penalty: 5477.550781
	Iteration 1F: 3 clusters Score -7433303 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -7434143.500000 Penalty: 5477.550781
	Iteration 2Q: 3 clusters Score -7434144 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 32102 members 
Entering Unmasked Estep 
Score: -7435325.000000 Penalty: 5477.550781
	Iteration 3Q: 3 clusters Score -7435325 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29929 members 
Mstep: Class 2 contains 32604 members 
Entering Unmasked Estep 
Score: -7436893.000000 Penalty: 5477.550781
	Iteration 4Q: 3 clusters Score -7436893 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 33404 members 
Entering Unmasked Estep 
Score: -7439102.500000 Penalty: 5477.550781
	Iteration 5F: 3 clusters Score -7439102 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -7441811.500000 Penalty: 5477.550781
	Iteration 6F: 3 clusters Score -7441812 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26461 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -7444781.500000 Penalty: 5477.550781
	Iteration 7F: 3 clusters Score -7444782 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -7447397.000000 Penalty: 5477.550781
	Iteration 8F: 3 clusters Score -7447397 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 39064 members 
Entering Unmasked Estep 
Score: -7449277.000000 Penalty: 5477.550781
	Iteration 9F: 3 clusters Score -7449277 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22262 members 
Mstep: Class 2 contains 40271 members 
Entering Unmasked Estep 
Score: -7450318.500000 Penalty: 5477.550781
	Iteration 10Q: 3 clusters Score -7450318 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21144 members 
Mstep: Class 2 contains 41389 members 
Entering Unmasked Estep 
Score: -7450909.500000 Penalty: 5477.550781
	Iteration 11Q: 3 clusters Score -7450910 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 42457 members 
Entering Unmasked Estep 
Score: -7451338.000000 Penalty: 5477.550781
	Iteration 12Q: 3 clusters Score -7451338 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -7451764.000000 Penalty: 5477.550781
	Iteration 13Q: 3 clusters Score -7451764 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -7452154.000000 Penalty: 5477.550781
	Iteration 14Q: 3 clusters Score -7452154 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 45484 members 
Entering Unmasked Estep 
Score: -7452500.000000 Penalty: 5477.550781
	Iteration 15Q: 3 clusters Score -7452500 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 46423 members 
Entering Unmasked Estep 
Score: -7452826.500000 Penalty: 5477.550781
	Iteration 16Q: 3 clusters Score -7452826 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 47392 members 
Entering Unmasked Estep 
Score: -7453112.500000 Penalty: 5477.550781
	Iteration 17Q: 3 clusters Score -7453112 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -7453468.500000 Penalty: 5477.550781
	Iteration 18Q: 3 clusters Score -7453468 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 49191 members 
Entering Unmasked Estep 
Score: -7453768.000000 Penalty: 5477.550781
	Iteration 19Q: 3 clusters Score -7453768 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 50002 members 
Entering Unmasked Estep 
Score: -7454061.500000 Penalty: 5477.550781
	Iteration 20F: 3 clusters Score -7454062 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 50759 members 
Entering Unmasked Estep 
Score: -7454330.500000 Penalty: 5477.550781
	Iteration 21Q: 3 clusters Score -7454330 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 51457 members 
Entering Unmasked Estep 
Score: -7454546.500000 Penalty: 5477.550781
	Iteration 22Q: 3 clusters Score -7454546 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 52103 members 
Entering Unmasked Estep 
Score: -7454737.000000 Penalty: 5477.550781
	Iteration 23Q: 3 clusters Score -7454737 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -7454939.000000 Penalty: 5477.550781
	Iteration 24Q: 3 clusters Score -7454939 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -7455066.500000 Penalty: 5477.550781
	Iteration 25Q: 3 clusters Score -7455066 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 53690 members 
Entering Unmasked Estep 
Score: -7455232.500000 Penalty: 5477.550781
	Iteration 26Q: 3 clusters Score -7455232 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 54166 members 
Entering Unmasked Estep 
Score: -7455406.000000 Penalty: 5477.550781
	Iteration 27Q: 3 clusters Score -7455406 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -7455530.000000 Penalty: 5477.550781
	Iteration 28Q: 3 clusters Score -7455530 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7564 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -7455600.000000 Penalty: 5477.550781
	Iteration 29Q: 3 clusters Score -7455600 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -7455684.000000 Penalty: 5477.550781
	Iteration 30Q: 3 clusters Score -7455684 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 55687 members 
Entering Unmasked Estep 
Score: -7455792.500000 Penalty: 5477.550781
	Iteration 31Q: 3 clusters Score -7455792 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 55957 members 
Entering Unmasked Estep 
Score: -7455840.000000 Penalty: 5477.550781
	Iteration 32Q: 3 clusters Score -7455840 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 56216 members 
Entering Unmasked Estep 
Score: -7455888.000000 Penalty: 5477.550781
	Iteration 33Q: 3 clusters Score -7455888 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 56448 members 
Entering Unmasked Estep 
Score: -7455936.500000 Penalty: 5477.550781
	Iteration 34Q: 3 clusters Score -7455936 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 56672 members 
Entering Unmasked Estep 
Score: -7456003.000000 Penalty: 5477.550781
	Iteration 35Q: 3 clusters Score -7456003 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 56870 members 
Entering Unmasked Estep 
Score: -7456051.500000 Penalty: 5477.550781
	Iteration 36Q: 3 clusters Score -7456052 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 57063 members 
Entering Unmasked Estep 
Score: -7456100.000000 Penalty: 5477.550781
	Iteration 37Q: 3 clusters Score -7456100 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 57239 members 
Entering Unmasked Estep 
Score: -7456096.500000 Penalty: 5477.550781
	Iteration 38Q: 3 clusters Score -7456096 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 57407 members 
Entering Unmasked Estep 
Score: -7456144.500000 Penalty: 5477.550781
	Iteration 39Q: 3 clusters Score -7456144 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 57572 members 
Entering Unmasked Estep 
Score: -7456199.000000 Penalty: 5477.550781
	Iteration 40F: 3 clusters Score -7456199 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 57737 members 
Entering Unmasked Estep 
Score: -7456182.500000 Penalty: 5477.550781
	Iteration 41Q: 3 clusters Score -7456182 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 57886 members 
Entering Unmasked Estep 
Score: -7456225.000000 Penalty: 5477.550781
	Iteration 42Q: 3 clusters Score -7456225 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 58039 members 
Entering Unmasked Estep 
Score: -7456247.500000 Penalty: 5477.550781
	Iteration 43Q: 3 clusters Score -7456248 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 58181 members 
Entering Unmasked Estep 
Score: -7456302.500000 Penalty: 5477.550781
	Iteration 44Q: 3 clusters Score -7456302 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 58313 members 
Entering Unmasked Estep 
Score: -7456312.500000 Penalty: 5477.550781
	Iteration 45Q: 3 clusters Score -7456312 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -7456324.000000 Penalty: 5477.550781
	Iteration 46Q: 3 clusters Score -7456324 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 58543 members 
Entering Unmasked Estep 
Score: -7456358.000000 Penalty: 5477.550781
	Iteration 47Q: 3 clusters Score -7456358 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 58654 members 
Entering Unmasked Estep 
Score: -7456384.500000 Penalty: 5477.550781
	Iteration 48Q: 3 clusters Score -7456384 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -7456406.000000 Penalty: 5477.550781
	Iteration 49Q: 3 clusters Score -7456406 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 58884 members 
Entering Unmasked Estep 
Score: -7456449.500000 Penalty: 5477.550781
	Iteration 50Q: 3 clusters Score -7456450 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 59005 members 
Entering Unmasked Estep 
Score: -7456441.000000 Penalty: 5477.550781
	Iteration 51Q: 3 clusters Score -7456441 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 59111 members 
Entering Unmasked Estep 
Score: -7456473.500000 Penalty: 5477.550781
	Iteration 52Q: 3 clusters Score -7456474 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 59206 members 
Entering Unmasked Estep 
Score: -7456478.500000 Penalty: 5477.550781
	Iteration 53Q: 3 clusters Score -7456478 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 59299 members 
Entering Unmasked Estep 
Score: -7456502.500000 Penalty: 5477.550781
	Iteration 54Q: 3 clusters Score -7456502 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 59372 members 
Entering Unmasked Estep 
Score: -7456519.000000 Penalty: 5477.550781
	Iteration 55Q: 3 clusters Score -7456519 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 59430 members 
Entering Unmasked Estep 
Score: -7456516.500000 Penalty: 5477.550781
	Iteration 56Q: 3 clusters Score -7456516 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 59480 members 
Entering Unmasked Estep 
Score: -7456533.500000 Penalty: 5477.550781
	Iteration 57Q: 3 clusters Score -7456534 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 59523 members 
Entering Unmasked Estep 
Score: -7456534.000000 Penalty: 5477.550781
	Iteration 58Q: 3 clusters Score -7456534 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 59558 members 
Entering Unmasked Estep 
Score: -7456535.000000 Penalty: 5477.550781
	Iteration 59Q: 3 clusters Score -7456535 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 59594 members 
Entering Unmasked Estep 
Score: -7456547.500000 Penalty: 5477.550781
	Iteration 60F: 3 clusters Score -7456548 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -7456568.500000 Penalty: 5477.550781
	Iteration 61Q: 3 clusters Score -7456568 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 59654 members 
Entering Unmasked Estep 
Score: -7456583.000000 Penalty: 5477.550781
	Iteration 62Q: 3 clusters Score -7456583 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -7456575.000000 Penalty: 5477.550781
	Iteration 63Q: 3 clusters Score -7456575 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 59717 members 
Entering Unmasked Estep 
Score: -7456572.500000 Penalty: 5477.550781
	Iteration 64Q: 3 clusters Score -7456572 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 59752 members 
Entering Unmasked Estep 
Score: -7456595.000000 Penalty: 5477.550781
	Iteration 65Q: 3 clusters Score -7456595 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 59792 members 
Entering Unmasked Estep 
Score: -7456602.500000 Penalty: 5477.550781
	Iteration 66Q: 3 clusters Score -7456602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 59827 members 
Entering Unmasked Estep 
Score: -7456602.500000 Penalty: 5477.550781
	Iteration 67Q: 3 clusters Score -7456602 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 59860 members 
Entering Unmasked Estep 
Score: -7456610.500000 Penalty: 5477.550781
	Iteration 68Q: 3 clusters Score -7456610 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 59896 members 
Entering Unmasked Estep 
Score: -7456632.000000 Penalty: 5477.550781
	Iteration 69Q: 3 clusters Score -7456632 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 59927 members 
Entering Unmasked Estep 
Score: -7456628.500000 Penalty: 5477.550781
	Iteration 70Q: 3 clusters Score -7456628 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 59959 members 
Entering Unmasked Estep 
Score: -7456638.000000 Penalty: 5477.550781
	Iteration 71Q: 3 clusters Score -7456638 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 59991 members 
Entering Unmasked Estep 
Score: -7456662.500000 Penalty: 5477.550781
	Iteration 72Q: 3 clusters Score -7456662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 60029 members 
Entering Unmasked Estep 
Score: -7456663.500000 Penalty: 5477.550781
	Iteration 73Q: 3 clusters Score -7456664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 60063 members 
Entering Unmasked Estep 
Score: -7456656.500000 Penalty: 5477.550781
	Iteration 74Q: 3 clusters Score -7456656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 60096 members 
Entering Unmasked Estep 
Score: -7456671.000000 Penalty: 5477.550781
	Iteration 75Q: 3 clusters Score -7456671 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 60132 members 
Entering Unmasked Estep 
Score: -7456681.000000 Penalty: 5477.550781
	Iteration 76Q: 3 clusters Score -7456681 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 60167 members 
Entering Unmasked Estep 
Score: -7456671.000000 Penalty: 5477.550781
	Iteration 77Q: 3 clusters Score -7456671 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 60206 members 
Entering Unmasked Estep 
Score: -7456691.500000 Penalty: 5477.550781
	Iteration 78Q: 3 clusters Score -7456692 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 60251 members 
Entering Unmasked Estep 
Score: -7456681.500000 Penalty: 5477.550781
	Iteration 79Q: 3 clusters Score -7456682 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 60291 members 
Entering Unmasked Estep 
Score: -7456701.500000 Penalty: 5477.550781
	Iteration 80F: 3 clusters Score -7456702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 60338 members 
Entering Unmasked Estep 
Score: -7456726.000000 Penalty: 5477.550781
	Iteration 81Q: 3 clusters Score -7456726 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 60380 members 
Entering Unmasked Estep 
Score: -7456725.500000 Penalty: 5477.550781
	Iteration 82Q: 3 clusters Score -7456726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 60416 members 
Entering Unmasked Estep 
Score: -7456726.500000 Penalty: 5477.550781
	Iteration 83Q: 3 clusters Score -7456726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 60451 members 
Entering Unmasked Estep 
Score: -7456747.000000 Penalty: 5477.550781
	Iteration 84Q: 3 clusters Score -7456747 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 60483 members 
Entering Unmasked Estep 
Score: -7456764.500000 Penalty: 5477.550781
	Iteration 85Q: 3 clusters Score -7456764 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 60507 members 
Entering Unmasked Estep 
Score: -7456761.500000 Penalty: 5477.550781
	Iteration 86Q: 3 clusters Score -7456762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 60537 members 
Entering Unmasked Estep 
Score: -7456767.000000 Penalty: 5477.550781
	Iteration 87Q: 3 clusters Score -7456767 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 60572 members 
Entering Unmasked Estep 
Score: -7456778.500000 Penalty: 5477.550781
	Iteration 88Q: 3 clusters Score -7456778 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 60605 members 
Entering Unmasked Estep 
Score: -7456784.500000 Penalty: 5477.550781
	Iteration 89Q: 3 clusters Score -7456784 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 60630 members 
Entering Unmasked Estep 
Score: -7456793.000000 Penalty: 5477.550781
	Iteration 90Q: 3 clusters Score -7456793 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 60653 members 
Entering Unmasked Estep 
Score: -7456803.000000 Penalty: 5477.550781
	Iteration 91Q: 3 clusters Score -7456803 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 60680 members 
Entering Unmasked Estep 
Score: -7456811.500000 Penalty: 5477.550781
	Iteration 92Q: 3 clusters Score -7456812 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 60706 members 
Entering Unmasked Estep 
Score: -7456824.500000 Penalty: 5477.550781
	Iteration 93Q: 3 clusters Score -7456824 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -7456821.500000 Penalty: 5477.550781
	Iteration 94Q: 3 clusters Score -7456822 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -7456835.000000 Penalty: 5477.550781
	Iteration 95Q: 3 clusters Score -7456835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -7456852.500000 Penalty: 5477.550781
	Iteration 96Q: 3 clusters Score -7456852 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -7456861.500000 Penalty: 5477.550781
	Iteration 97Q: 3 clusters Score -7456862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -7456855.000000 Penalty: 5477.550781
	Iteration 98Q: 3 clusters Score -7456855 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -7456859.500000 Penalty: 5477.550781
	Iteration 99Q: 3 clusters Score -7456860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -7456865.500000 Penalty: 5477.550781
	Iteration 100F: 3 clusters Score -7456866 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 60840 members 
Entering Unmasked Estep 
Score: -7456860.000000 Penalty: 5477.550781
	Iteration 101Q: 3 clusters Score -7456860 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 60847 members 
Entering Unmasked Estep 
Score: -7456864.500000 Penalty: 5477.550781
	Iteration 102Q: 3 clusters Score -7456864 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 60858 members 
Entering Unmasked Estep 
Score: -7456860.500000 Penalty: 5477.550781
	Iteration 103Q: 3 clusters Score -7456860 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 60869 members 
Entering Unmasked Estep 
Score: -7456856.000000 Penalty: 5477.550781
	Iteration 104Q: 3 clusters Score -7456856 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 60879 members 
Entering Unmasked Estep 
Score: -7456872.500000 Penalty: 5477.550781
	Iteration 105Q: 3 clusters Score -7456872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 60888 members 
Entering Unmasked Estep 
Score: -7456857.000000 Penalty: 5477.550781
	Iteration 106Q: 3 clusters Score -7456857 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -7456861.000000 Penalty: 5477.550781
	Iteration 107Q: 3 clusters Score -7456861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -7456876.500000 Penalty: 5477.550781
	Iteration 108Q: 3 clusters Score -7456876 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 60926 members 
Entering Unmasked Estep 
Score: -7456873.000000 Penalty: 5477.550781
	Iteration 109Q: 3 clusters Score -7456873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -7456887.500000 Penalty: 5477.550781
	Iteration 110Q: 3 clusters Score -7456888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 60933 members 
Entering Unmasked Estep 
Score: -7456893.500000 Penalty: 5477.550781
	Iteration 111Q: 3 clusters Score -7456894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -7456898.500000 Penalty: 5477.550781
	Iteration 112Q: 3 clusters Score -7456898 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 60945 members 
Entering Unmasked Estep 
Score: -7456887.500000 Penalty: 5477.550781
	Iteration 113Q: 3 clusters Score -7456888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -7456885.500000 Penalty: 5477.550781
	Iteration 114Q: 3 clusters Score -7456886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -7456884.500000 Penalty: 5477.550781
	Iteration 115Q: 3 clusters Score -7456884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 60950 members 
Entering Unmasked Estep 
Score: -7456884.500000 Penalty: 5477.550781
	Iteration 116F: 3 clusters Score -7456884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Entering Unmasked Estep 
Score: -1034707.875000 Penalty: 2317.961182
	Iteration 0F: 2 clusters Score -1034708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1026105.750000 Penalty: 4635.922363
	Iteration 0F: 3 clusters Score -1026106 nChanged 4830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -1028766.875000 Penalty: 4635.922363
	Iteration 1F: 3 clusters Score -1028767 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1029296.937500 Penalty: 4635.922363
	Iteration 2F: 3 clusters Score -1029297 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -1029821.187500 Penalty: 4635.922363
	Iteration 3F: 3 clusters Score -1029821 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1030392.375000 Penalty: 4635.922363
	Iteration 4F: 3 clusters Score -1030392 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1030918.812500 Penalty: 4635.922363
	Iteration 5F: 3 clusters Score -1030919 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1031415.875000 Penalty: 4635.922363
	Iteration 6F: 3 clusters Score -1031416 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1031809.375000 Penalty: 4635.922363
	Iteration 7F: 3 clusters Score -1031809 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1032113.062500 Penalty: 4635.922363
	Iteration 8Q: 3 clusters Score -1032113 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1032355.687500 Penalty: 4635.922363
	Iteration 9Q: 3 clusters Score -1032356 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1032526.437500 Penalty: 4635.922363
	Iteration 10Q: 3 clusters Score -1032526 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1032633.500000 Penalty: 4635.922363
	Iteration 11Q: 3 clusters Score -1032634 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1032723.187500 Penalty: 4635.922363
	Iteration 12Q: 3 clusters Score -1032723 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -1032792.687500 Penalty: 4635.922363
	Iteration 13Q: 3 clusters Score -1032793 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1032848.500000 Penalty: 4635.922363
	Iteration 14Q: 3 clusters Score -1032848 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1032884.437500 Penalty: 4635.922363
	Iteration 15Q: 3 clusters Score -1032884 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1032918.437500 Penalty: 4635.922363
	Iteration 16Q: 3 clusters Score -1032918 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -1032958.562500 Penalty: 4635.922363
	Iteration 17Q: 3 clusters Score -1032959 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1032995.375000 Penalty: 4635.922363
	Iteration 18Q: 3 clusters Score -1032995 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -1033030.812500 Penalty: 4635.922363
	Iteration 19Q: 3 clusters Score -1033031 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1033054.062500 Penalty: 4635.922363
	Iteration 20F: 3 clusters Score -1033054 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1033076.312500 Penalty: 4635.922363
	Iteration 21Q: 3 clusters Score -1033076 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1033098.812500 Penalty: 4635.922363
	Iteration 22Q: 3 clusters Score -1033099 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1033115.812500 Penalty: 4635.922363
	Iteration 23Q: 3 clusters Score -1033116 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1033130.312500 Penalty: 4635.922363
	Iteration 24Q: 3 clusters Score -1033130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7646 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1033141.562500 Penalty: 4635.922363
	Iteration 25Q: 3 clusters Score -1033142 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7688 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -1033156.312500 Penalty: 4635.922363
	Iteration 26Q: 3 clusters Score -1033156 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1033174.562500 Penalty: 4635.922363
	Iteration 27Q: 3 clusters Score -1033175 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1033189.250000 Penalty: 4635.922363
	Iteration 28Q: 3 clusters Score -1033189 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1033208.750000 Penalty: 4635.922363
	Iteration 29Q: 3 clusters Score -1033209 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1033221.812500 Penalty: 4635.922363
	Iteration 30Q: 3 clusters Score -1033222 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1033237.375000 Penalty: 4635.922363
	Iteration 31Q: 3 clusters Score -1033237 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1033250.875000 Penalty: 4635.922363
	Iteration 32Q: 3 clusters Score -1033251 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1033261.250000 Penalty: 4635.922363
	Iteration 33Q: 3 clusters Score -1033261 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1033276.937500 Penalty: 4635.922363
	Iteration 34Q: 3 clusters Score -1033277 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1033286.500000 Penalty: 4635.922363
	Iteration 35Q: 3 clusters Score -1033286 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1033294.062500 Penalty: 4635.922363
	Iteration 36Q: 3 clusters Score -1033294 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1033304.187500 Penalty: 4635.922363
	Iteration 37Q: 3 clusters Score -1033304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -1033307.562500 Penalty: 4635.922363
	Iteration 38Q: 3 clusters Score -1033308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -1033312.125000 Penalty: 4635.922363
	Iteration 39Q: 3 clusters Score -1033312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1033317.687500 Penalty: 4635.922363
	Iteration 40F: 3 clusters Score -1033318 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1033320.375000 Penalty: 4635.922363
	Iteration 41Q: 3 clusters Score -1033320 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -1033329.000000 Penalty: 4635.922363
	Iteration 42Q: 3 clusters Score -1033329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1033330.562500 Penalty: 4635.922363
	Iteration 43Q: 3 clusters Score -1033331 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -1033337.000000 Penalty: 4635.922363
	Iteration 44Q: 3 clusters Score -1033337 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -1033342.375000 Penalty: 4635.922363
	Iteration 45Q: 3 clusters Score -1033342 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1033349.437500 Penalty: 4635.922363
	Iteration 46Q: 3 clusters Score -1033349 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1033353.750000 Penalty: 4635.922363
	Iteration 47Q: 3 clusters Score -1033354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1033359.000000 Penalty: 4635.922363
	Iteration 48Q: 3 clusters Score -1033359 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1033362.750000 Penalty: 4635.922363
	Iteration 49Q: 3 clusters Score -1033363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1033367.562500 Penalty: 4635.922363
	Iteration 50Q: 3 clusters Score -1033368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -1033370.625000 Penalty: 4635.922363
	Iteration 51Q: 3 clusters Score -1033371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1033376.437500 Penalty: 4635.922363
	Iteration 52Q: 3 clusters Score -1033376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -1033382.062500 Penalty: 4635.922363
	Iteration 53Q: 3 clusters Score -1033382 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1033386.250000 Penalty: 4635.922363
	Iteration 54Q: 3 clusters Score -1033386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -1033390.937500 Penalty: 4635.922363
	Iteration 55Q: 3 clusters Score -1033391 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1033399.062500 Penalty: 4635.922363
	Iteration 56Q: 3 clusters Score -1033399 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -1033405.312500 Penalty: 4635.922363
	Iteration 57Q: 3 clusters Score -1033405 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1033410.125000 Penalty: 4635.922363
	Iteration 58Q: 3 clusters Score -1033410 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1033415.812500 Penalty: 4635.922363
	Iteration 59Q: 3 clusters Score -1033416 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1033420.562500 Penalty: 4635.922363
	Iteration 60F: 3 clusters Score -1033421 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1033422.812500 Penalty: 4635.922363
	Iteration 61Q: 3 clusters Score -1033423 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1033426.375000 Penalty: 4635.922363
	Iteration 62Q: 3 clusters Score -1033426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1033431.750000 Penalty: 4635.922363
	Iteration 63Q: 3 clusters Score -1033432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -1033434.937500 Penalty: 4635.922363
	Iteration 64Q: 3 clusters Score -1033435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1033437.937500 Penalty: 4635.922363
	Iteration 65Q: 3 clusters Score -1033438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1033441.562500 Penalty: 4635.922363
	Iteration 66Q: 3 clusters Score -1033442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1033444.500000 Penalty: 4635.922363
	Iteration 67Q: 3 clusters Score -1033444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -1033448.062500 Penalty: 4635.922363
	Iteration 68Q: 3 clusters Score -1033448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1033450.937500 Penalty: 4635.922363
	Iteration 69Q: 3 clusters Score -1033451 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1033451.062500 Penalty: 4635.922363
	Iteration 70Q: 3 clusters Score -1033451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -1033459.375000 Penalty: 4635.922363
	Iteration 71Q: 3 clusters Score -1033459 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1033461.437500 Penalty: 4635.922363
	Iteration 72Q: 3 clusters Score -1033461 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -1033464.625000 Penalty: 4635.922363
	Iteration 73Q: 3 clusters Score -1033465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -1033467.375000 Penalty: 4635.922363
	Iteration 74Q: 3 clusters Score -1033467 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -1033472.562500 Penalty: 4635.922363
	Iteration 75Q: 3 clusters Score -1033473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8850 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1033472.062500 Penalty: 4635.922363
	Iteration 76Q: 3 clusters Score -1033472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -1033473.375000 Penalty: 4635.922363
	Iteration 77Q: 3 clusters Score -1033473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -1033472.687500 Penalty: 4635.922363
	Iteration 78Q: 3 clusters Score -1033473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1033473.937500 Penalty: 4635.922363
	Iteration 79Q: 3 clusters Score -1033474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8860 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1033473.937500 Penalty: 4635.922363
	Iteration 80F: 3 clusters Score -1033474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Entering Unmasked Estep 
Score: -2122155.750000 Penalty: 2442.022461
	Iteration 0F: 2 clusters Score -2122156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2108747.000000 Penalty: 4884.044922
	Iteration 0F: 3 clusters Score -2108747 nChanged 8299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2113304.250000 Penalty: 4884.044922
	Iteration 1F: 3 clusters Score -2113304 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 8853 members 
Entering Unmasked Estep 
Score: -2113732.750000 Penalty: 4884.044922
	Iteration 2F: 3 clusters Score -2113733 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -2114066.750000 Penalty: 4884.044922
	Iteration 3Q: 3 clusters Score -2114067 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -2114380.250000 Penalty: 4884.044922
	Iteration 4Q: 3 clusters Score -2114380 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11219 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -2114738.250000 Penalty: 4884.044922
	Iteration 5Q: 3 clusters Score -2114738 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -2115113.750000 Penalty: 4884.044922
	Iteration 6Q: 3 clusters Score -2115114 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2115550.250000 Penalty: 4884.044922
	Iteration 7Q: 3 clusters Score -2115550 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2116044.500000 Penalty: 4884.044922
	Iteration 8Q: 3 clusters Score -2116044 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -2116617.250000 Penalty: 4884.044922
	Iteration 9Q: 3 clusters Score -2116617 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -2117275.750000 Penalty: 4884.044922
	Iteration 10F: 3 clusters Score -2117276 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16008 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -2117993.000000 Penalty: 4884.044922
	Iteration 11F: 3 clusters Score -2117993 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2118649.750000 Penalty: 4884.044922
	Iteration 12Q: 3 clusters Score -2118650 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2119186.500000 Penalty: 4884.044922
	Iteration 13Q: 3 clusters Score -2119186 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2119547.500000 Penalty: 4884.044922
	Iteration 14Q: 3 clusters Score -2119548 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2119748.750000 Penalty: 4884.044922
	Iteration 15Q: 3 clusters Score -2119749 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -2119872.750000 Penalty: 4884.044922
	Iteration 16Q: 3 clusters Score -2119873 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2119953.000000 Penalty: 4884.044922
	Iteration 17Q: 3 clusters Score -2119953 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2120011.750000 Penalty: 4884.044922
	Iteration 18Q: 3 clusters Score -2120012 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2120054.500000 Penalty: 4884.044922
	Iteration 19Q: 3 clusters Score -2120054 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -2120094.250000 Penalty: 4884.044922
	Iteration 20F: 3 clusters Score -2120094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18400 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -2120118.000000 Penalty: 4884.044922
	Iteration 21Q: 3 clusters Score -2120118 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -2120130.500000 Penalty: 4884.044922
	Iteration 22Q: 3 clusters Score -2120130 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -2120146.000000 Penalty: 4884.044922
	Iteration 23Q: 3 clusters Score -2120146 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -2120153.500000 Penalty: 4884.044922
	Iteration 24Q: 3 clusters Score -2120154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -2120160.500000 Penalty: 4884.044922
	Iteration 25Q: 3 clusters Score -2120160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -2120161.500000 Penalty: 4884.044922
	Iteration 26Q: 3 clusters Score -2120162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -2120164.750000 Penalty: 4884.044922
	Iteration 27Q: 3 clusters Score -2120165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -2120165.750000 Penalty: 4884.044922
	Iteration 28Q: 3 clusters Score -2120166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -2120168.250000 Penalty: 4884.044922
	Iteration 29Q: 3 clusters Score -2120168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2120173.000000 Penalty: 4884.044922
	Iteration 30Q: 3 clusters Score -2120173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -2120173.000000 Penalty: 4884.044922
	Iteration 31F: 3 clusters Score -2120173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (178677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178677 members 
Entering Unmasked Estep 
Score: -21042140.000000 Penalty: 2999.147217
	Iteration 0F: 2 clusters Score -2.104214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89016 members 
Mstep: Class 2 contains 89661 members 
Entering Unmasked Estep 
Score: -20923754.000000 Penalty: 5998.294434
	Iteration 0F: 3 clusters Score -2.092375e+07 nChanged 85727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -20974138.000000 Penalty: 5998.294434
	Iteration 1F: 3 clusters Score -2.097414e+07 nChanged 6036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79931 members 
Mstep: Class 2 contains 98746 members 
Entering Unmasked Estep 
Score: -20975732.000000 Penalty: 5998.294434
	Iteration 2Q: 3 clusters Score -2.097573e+07 nChanged 7284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74485 members 
Mstep: Class 2 contains 104192 members 
Entering Unmasked Estep 
Score: -20978256.000000 Penalty: 5998.294434
	Iteration 3Q: 3 clusters Score -2.097826e+07 nChanged 9320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 112250 members 
Entering Unmasked Estep 
Score: -20982958.000000 Penalty: 5998.294434
	Iteration 4F: 3 clusters Score -2.098296e+07 nChanged 12229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 123655 members 
Entering Unmasked Estep 
Score: -20990994.000000 Penalty: 5998.294434
	Iteration 5F: 3 clusters Score -2.099099e+07 nChanged 14876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 137925 members 
Entering Unmasked Estep 
Score: -21003570.000000 Penalty: 5998.294434
	Iteration 6F: 3 clusters Score -2.100357e+07 nChanged 14997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 152508 members 
Entering Unmasked Estep 
Score: -21017634.000000 Penalty: 5998.294434
	Iteration 7F: 3 clusters Score -2.101763e+07 nChanged 11760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 163996 members 
Entering Unmasked Estep 
Score: -21028718.000000 Penalty: 5998.294434
	Iteration 8F: 3 clusters Score -2.102872e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 170813 members 
Entering Unmasked Estep 
Score: -21034862.000000 Penalty: 5998.294434
	Iteration 9Q: 3 clusters Score -2.103486e+07 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 174195 members 
Entering Unmasked Estep 
Score: -21037726.000000 Penalty: 5998.294434
	Iteration 10Q: 3 clusters Score -2.103773e+07 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 175693 members 
Entering Unmasked Estep 
Score: -21039052.000000 Penalty: 5998.294434
	Iteration 11Q: 3 clusters Score -2.103905e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 176308 members 
Entering Unmasked Estep 
Score: -21039652.000000 Penalty: 5998.294434
	Iteration 12Q: 3 clusters Score -2.103965e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 176623 members 
Entering Unmasked Estep 
Score: -21039990.000000 Penalty: 5998.294434
	Iteration 13Q: 3 clusters Score -2.103999e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 176767 members 
Entering Unmasked Estep 
Score: -21040126.000000 Penalty: 5998.294434
	Iteration 14Q: 3 clusters Score -2.104013e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 176866 members 
Entering Unmasked Estep 
Score: -21040192.000000 Penalty: 5998.294434
	Iteration 15Q: 3 clusters Score -2.104019e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 176932 members 
Entering Unmasked Estep 
Score: -21040258.000000 Penalty: 5998.294434
	Iteration 16Q: 3 clusters Score -2.104026e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 176960 members 
Entering Unmasked Estep 
Score: -21040310.000000 Penalty: 5998.294434
	Iteration 17Q: 3 clusters Score -2.104031e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 176983 members 
Entering Unmasked Estep 
Score: -21040334.000000 Penalty: 5998.294434
	Iteration 18Q: 3 clusters Score -2.104033e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 176998 members 
Entering Unmasked Estep 
Score: -21040370.000000 Penalty: 5998.294434
	Iteration 19Q: 3 clusters Score -2.104037e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 177022 members 
Entering Unmasked Estep 
Score: -21040372.000000 Penalty: 5998.294434
	Iteration 20F: 3 clusters Score -2.104037e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 177035 members 
Entering Unmasked Estep 
Score: -21040386.000000 Penalty: 5998.294434
	Iteration 21Q: 3 clusters Score -2.104039e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 177046 members 
Entering Unmasked Estep 
Score: -21040402.000000 Penalty: 5998.294434
	Iteration 22Q: 3 clusters Score -2.10404e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 177047 members 
Entering Unmasked Estep 
Score: -21040404.000000 Penalty: 5998.294434
	Iteration 23Q: 3 clusters Score -2.10404e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 177063 members 
Entering Unmasked Estep 
Score: -21040432.000000 Penalty: 5998.294434
	Iteration 24Q: 3 clusters Score -2.104043e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 177075 members 
Entering Unmasked Estep 
Score: -21040414.000000 Penalty: 5998.294434
	Iteration 25Q: 3 clusters Score -2.104041e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 177086 members 
Entering Unmasked Estep 
Score: -21040422.000000 Penalty: 5998.294434
	Iteration 26Q: 3 clusters Score -2.104042e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -21040410.000000 Penalty: 5998.294434
	Iteration 27Q: 3 clusters Score -2.104041e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -21040416.000000 Penalty: 5998.294434
	Iteration 28Q: 3 clusters Score -2.104042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 177099 members 
Entering Unmasked Estep 
Score: -21040404.000000 Penalty: 5998.294434
	Iteration 29Q: 3 clusters Score -2.10404e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 177095 members 
Entering Unmasked Estep 
Score: -21040406.000000 Penalty: 5998.294434
	Iteration 30Q: 3 clusters Score -2.104041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 177099 members 
Entering Unmasked Estep 
Score: -21040422.000000 Penalty: 5998.294434
	Iteration 31Q: 3 clusters Score -2.104042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 177098 members 
Entering Unmasked Estep 
Score: -21040434.000000 Penalty: 5998.294434
	Iteration 32Q: 3 clusters Score -2.104043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 177096 members 
Entering Unmasked Estep 
Score: -21040428.000000 Penalty: 5998.294434
	Iteration 33Q: 3 clusters Score -2.104043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 177097 members 
Entering Unmasked Estep 
Score: -21040452.000000 Penalty: 5998.294434
	Iteration 34Q: 3 clusters Score -2.104045e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 177095 members 
Entering Unmasked Estep 
Score: -21040442.000000 Penalty: 5998.294434
	Iteration 35Q: 3 clusters Score -2.104044e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -21040452.000000 Penalty: 5998.294434
	Iteration 36Q: 3 clusters Score -2.104045e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -21040452.000000 Penalty: 5998.294434
	Iteration 37F: 3 clusters Score -2.104045e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Entering Unmasked Estep 
Score: -261381.203125 Penalty: 1913.129272
	Iteration 0F: 2 clusters Score -261381.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258564.359375 Penalty: 3826.258545
	Iteration 0F: 3 clusters Score -258564.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -258966.125000 Penalty: 3826.258545
	Iteration 1F: 3 clusters Score -258966.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -259067.484375 Penalty: 3826.258545
	Iteration 2F: 3 clusters Score -259067.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -259147.406250 Penalty: 3826.258545
	Iteration 3Q: 3 clusters Score -259147.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -259201.671875 Penalty: 3826.258545
	Iteration 4Q: 3 clusters Score -259201.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -259233.203125 Penalty: 3826.258545
	Iteration 5Q: 3 clusters Score -259233.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -259260.296875 Penalty: 3826.258545
	Iteration 6Q: 3 clusters Score -259260.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -259286.625000 Penalty: 3826.258545
	Iteration 7Q: 3 clusters Score -259286.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -259311.937500 Penalty: 3826.258545
	Iteration 8Q: 3 clusters Score -259311.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -259330.406250 Penalty: 3826.258545
	Iteration 9Q: 3 clusters Score -259330.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -259351.734375 Penalty: 3826.258545
	Iteration 10Q: 3 clusters Score -259351.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -259368.125000 Penalty: 3826.258545
	Iteration 11Q: 3 clusters Score -259368.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -259383.968750 Penalty: 3826.258545
	Iteration 12Q: 3 clusters Score -259384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -259393.562500 Penalty: 3826.258545
	Iteration 13Q: 3 clusters Score -259393.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -259401.812500 Penalty: 3826.258545
	Iteration 14Q: 3 clusters Score -259401.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -259408.265625 Penalty: 3826.258545
	Iteration 15Q: 3 clusters Score -259408.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -259415.515625 Penalty: 3826.258545
	Iteration 16Q: 3 clusters Score -259415.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -259422.390625 Penalty: 3826.258545
	Iteration 17Q: 3 clusters Score -259422.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -259428.984375 Penalty: 3826.258545
	Iteration 18Q: 3 clusters Score -259429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -259432.859375 Penalty: 3826.258545
	Iteration 19Q: 3 clusters Score -259432.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -259436.093750 Penalty: 3826.258545
	Iteration 20F: 3 clusters Score -259436.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -259438.531250 Penalty: 3826.258545
	Iteration 21Q: 3 clusters Score -259438.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -259439.937500 Penalty: 3826.258545
	Iteration 22Q: 3 clusters Score -259439.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -259440.500000 Penalty: 3826.258545
	Iteration 23Q: 3 clusters Score -259440.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -259440.500000 Penalty: 3826.258545
	Iteration 24F: 3 clusters Score -259440.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -48006.191406 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -48006.19 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 216 members 
Entering Unmasked Estep 
Score: -46490.859375 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -46490.86 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46631.093750 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -46631.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46670.257812 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -46670.26 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -46700.820312 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -46700.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46741.812500 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -46741.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46747.652344 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -46747.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46752.597656 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -46752.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -46752.597656 Penalty: 3052.809570
	Iteration 7F: 3 clusters Score -46752.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Entering Unmasked Estep 
Score: -2322582.250000 Penalty: 2489.753418
	Iteration 0F: 2 clusters Score -2322582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
Score: -2306561.750000 Penalty: 4979.506836
	Iteration 0F: 3 clusters Score -2306562 nChanged 10272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 11703 members 
Entering Unmasked Estep 
Score: -2311929.750000 Penalty: 4979.506836
	Iteration 1F: 3 clusters Score -2311930 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11190 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2312413.500000 Penalty: 4979.506836
	Iteration 2F: 3 clusters Score -2312414 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11144 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2312839.500000 Penalty: 4979.506836
	Iteration 3Q: 3 clusters Score -2312840 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -2313231.750000 Penalty: 4979.506836
	Iteration 4Q: 3 clusters Score -2313232 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2313629.000000 Penalty: 4979.506836
	Iteration 5Q: 3 clusters Score -2313629 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2314043.500000 Penalty: 4979.506836
	Iteration 6Q: 3 clusters Score -2314044 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2314507.250000 Penalty: 4979.506836
	Iteration 7Q: 3 clusters Score -2314507 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2314968.500000 Penalty: 4979.506836
	Iteration 8Q: 3 clusters Score -2314968 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2315448.500000 Penalty: 4979.506836
	Iteration 9Q: 3 clusters Score -2315448 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9536 members 
Mstep: Class 2 contains 13374 members 
Entering Unmasked Estep 
Score: -2315960.250000 Penalty: 4979.506836
	Iteration 10Q: 3 clusters Score -2315960 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -2316454.250000 Penalty: 4979.506836
	Iteration 11Q: 3 clusters Score -2316454 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2316856.500000 Penalty: 4979.506836
	Iteration 12Q: 3 clusters Score -2316856 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2317229.750000 Penalty: 4979.506836
	Iteration 13Q: 3 clusters Score -2317230 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -2317520.250000 Penalty: 4979.506836
	Iteration 14Q: 3 clusters Score -2317520 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2317761.250000 Penalty: 4979.506836
	Iteration 15Q: 3 clusters Score -2317761 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -2317973.250000 Penalty: 4979.506836
	Iteration 16Q: 3 clusters Score -2317973 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2318148.750000 Penalty: 4979.506836
	Iteration 17Q: 3 clusters Score -2318149 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2318316.500000 Penalty: 4979.506836
	Iteration 18Q: 3 clusters Score -2318316 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 17092 members 
Entering Unmasked Estep 
Score: -2318465.750000 Penalty: 4979.506836
	Iteration 19Q: 3 clusters Score -2318466 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2318627.750000 Penalty: 4979.506836
	Iteration 20F: 3 clusters Score -2318628 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -2318783.000000 Penalty: 4979.506836
	Iteration 21Q: 3 clusters Score -2318783 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2318918.250000 Penalty: 4979.506836
	Iteration 22Q: 3 clusters Score -2318918 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2319051.000000 Penalty: 4979.506836
	Iteration 23Q: 3 clusters Score -2319051 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2319184.750000 Penalty: 4979.506836
	Iteration 24Q: 3 clusters Score -2319185 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 19114 members 
Entering Unmasked Estep 
Score: -2319312.500000 Penalty: 4979.506836
	Iteration 25Q: 3 clusters Score -2319312 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -2319464.750000 Penalty: 4979.506836
	Iteration 26Q: 3 clusters Score -2319465 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -2319613.000000 Penalty: 4979.506836
	Iteration 27Q: 3 clusters Score -2319613 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -2319771.000000 Penalty: 4979.506836
	Iteration 28Q: 3 clusters Score -2319771 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2319904.000000 Penalty: 4979.506836
	Iteration 29Q: 3 clusters Score -2319904 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -2320040.000000 Penalty: 4979.506836
	Iteration 30Q: 3 clusters Score -2320040 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 20820 members 
Entering Unmasked Estep 
Score: -2320139.500000 Penalty: 4979.506836
	Iteration 31Q: 3 clusters Score -2320140 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2320212.750000 Penalty: 4979.506836
	Iteration 32Q: 3 clusters Score -2320213 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -2320280.000000 Penalty: 4979.506836
	Iteration 33Q: 3 clusters Score -2320280 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -2320339.750000 Penalty: 4979.506836
	Iteration 34Q: 3 clusters Score -2320340 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -2320372.750000 Penalty: 4979.506836
	Iteration 35Q: 3 clusters Score -2320373 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -2320400.500000 Penalty: 4979.506836
	Iteration 36Q: 3 clusters Score -2320400 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2320425.250000 Penalty: 4979.506836
	Iteration 37Q: 3 clusters Score -2320425 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 21540 members 
Entering Unmasked Estep 
Score: -2320449.000000 Penalty: 4979.506836
	Iteration 38Q: 3 clusters Score -2320449 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -2320478.750000 Penalty: 4979.506836
	Iteration 39Q: 3 clusters Score -2320479 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 21642 members 
Entering Unmasked Estep 
Score: -2320492.000000 Penalty: 4979.506836
	Iteration 40F: 3 clusters Score -2320492 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2320498.000000 Penalty: 4979.506836
	Iteration 41Q: 3 clusters Score -2320498 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -2320513.500000 Penalty: 4979.506836
	Iteration 42Q: 3 clusters Score -2320514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -2320530.500000 Penalty: 4979.506836
	Iteration 43Q: 3 clusters Score -2320530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2320543.500000 Penalty: 4979.506836
	Iteration 44Q: 3 clusters Score -2320544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2320547.000000 Penalty: 4979.506836
	Iteration 45Q: 3 clusters Score -2320547 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -2320554.250000 Penalty: 4979.506836
	Iteration 46Q: 3 clusters Score -2320554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -2320557.500000 Penalty: 4979.506836
	Iteration 47Q: 3 clusters Score -2320558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -2320563.250000 Penalty: 4979.506836
	Iteration 48Q: 3 clusters Score -2320563 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -2320565.500000 Penalty: 4979.506836
	Iteration 49Q: 3 clusters Score -2320566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -2320569.000000 Penalty: 4979.506836
	Iteration 50Q: 3 clusters Score -2320569 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 21838 members 
Entering Unmasked Estep 
Score: -2320575.000000 Penalty: 4979.506836
	Iteration 51Q: 3 clusters Score -2320575 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2320582.000000 Penalty: 4979.506836
	Iteration 52Q: 3 clusters Score -2320582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2320579.250000 Penalty: 4979.506836
	Iteration 53Q: 3 clusters Score -2320579 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 21848 members 
Entering Unmasked Estep 
Score: -2320579.250000 Penalty: 4979.506836
	Iteration 54F: 3 clusters Score -2320579 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (293167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293167 members 
Entering Unmasked Estep 
Score: -34466564.000000 Penalty: 3121.947510
	Iteration 0F: 2 clusters Score -3.446656e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147116 members 
Mstep: Class 2 contains 146051 members 
Entering Unmasked Estep 
Score: -34275652.000000 Penalty: 6243.895020
	Iteration 0F: 3 clusters Score -3.427565e+07 nChanged 142209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154523 members 
Mstep: Class 2 contains 138644 members 
Entering Unmasked Estep 
Score: -34359924.000000 Penalty: 6243.895020
	Iteration 1F: 3 clusters Score -3.435992e+07 nChanged 8682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159389 members 
Mstep: Class 2 contains 133778 members 
Entering Unmasked Estep 
Score: -34361876.000000 Penalty: 6243.895020
	Iteration 2Q: 3 clusters Score -3.436188e+07 nChanged 10135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166778 members 
Mstep: Class 2 contains 126389 members 
Entering Unmasked Estep 
Score: -34365340.000000 Penalty: 6243.895020
	Iteration 3Q: 3 clusters Score -3.436534e+07 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177784 members 
Mstep: Class 2 contains 115383 members 
Entering Unmasked Estep 
Score: -34371392.000000 Penalty: 6243.895020
	Iteration 4Q: 3 clusters Score -3.437139e+07 nChanged 16761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193225 members 
Mstep: Class 2 contains 99942 members 
Entering Unmasked Estep 
Score: -34381660.000000 Penalty: 6243.895020
	Iteration 5F: 3 clusters Score -3.438166e+07 nChanged 19713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211880 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -34397096.000000 Penalty: 6243.895020
	Iteration 6F: 3 clusters Score -3.43971e+07 nChanged 19268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229694 members 
Mstep: Class 2 contains 63473 members 
Entering Unmasked Estep 
Score: -34413420.000000 Penalty: 6243.895020
	Iteration 7F: 3 clusters Score -3.441342e+07 nChanged 15818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243280 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -34426480.000000 Penalty: 6243.895020
	Iteration 8F: 3 clusters Score -3.442648e+07 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252107 members 
Mstep: Class 2 contains 41060 members 
Entering Unmasked Estep 
Score: -34435352.000000 Penalty: 6243.895020
	Iteration 9Q: 3 clusters Score -3.443535e+07 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257798 members 
Mstep: Class 2 contains 35369 members 
Entering Unmasked Estep 
Score: -34440656.000000 Penalty: 6243.895020
	Iteration 10Q: 3 clusters Score -3.444066e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261860 members 
Mstep: Class 2 contains 31307 members 
Entering Unmasked Estep 
Score: -34444088.000000 Penalty: 6243.895020
	Iteration 11Q: 3 clusters Score -3.444409e+07 nChanged 4566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265040 members 
Mstep: Class 2 contains 28127 members 
Entering Unmasked Estep 
Score: -34446340.000000 Penalty: 6243.895020
	Iteration 12Q: 3 clusters Score -3.444634e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267900 members 
Mstep: Class 2 contains 25267 members 
Entering Unmasked Estep 
Score: -34448312.000000 Penalty: 6243.895020
	Iteration 13Q: 3 clusters Score -3.444831e+07 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270462 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -34450108.000000 Penalty: 6243.895020
	Iteration 14Q: 3 clusters Score -3.445011e+07 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272991 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -34451800.000000 Penalty: 6243.895020
	Iteration 15Q: 3 clusters Score -3.44518e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275319 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -34453236.000000 Penalty: 6243.895020
	Iteration 16Q: 3 clusters Score -3.445324e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277542 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -34454572.000000 Penalty: 6243.895020
	Iteration 17Q: 3 clusters Score -3.445457e+07 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279535 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -34455912.000000 Penalty: 6243.895020
	Iteration 18Q: 3 clusters Score -3.445591e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281323 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -34457220.000000 Penalty: 6243.895020
	Iteration 19Q: 3 clusters Score -3.445722e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282952 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -34458088.000000 Penalty: 6243.895020
	Iteration 20F: 3 clusters Score -3.445809e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284404 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -34458996.000000 Penalty: 6243.895020
	Iteration 21Q: 3 clusters Score -3.4459e+07 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285654 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -34459884.000000 Penalty: 6243.895020
	Iteration 22Q: 3 clusters Score -3.445988e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286747 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -34460680.000000 Penalty: 6243.895020
	Iteration 23Q: 3 clusters Score -3.446068e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287653 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -34461364.000000 Penalty: 6243.895020
	Iteration 24Q: 3 clusters Score -3.446136e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288416 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -34461888.000000 Penalty: 6243.895020
	Iteration 25Q: 3 clusters Score -3.446189e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289008 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -34462296.000000 Penalty: 6243.895020
	Iteration 26Q: 3 clusters Score -3.44623e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289512 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -34462656.000000 Penalty: 6243.895020
	Iteration 27Q: 3 clusters Score -3.446266e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289927 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -34462892.000000 Penalty: 6243.895020
	Iteration 28Q: 3 clusters Score -3.446289e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290251 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -34463132.000000 Penalty: 6243.895020
	Iteration 29Q: 3 clusters Score -3.446313e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290514 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -34463348.000000 Penalty: 6243.895020
	Iteration 30Q: 3 clusters Score -3.446335e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290719 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -34463460.000000 Penalty: 6243.895020
	Iteration 31Q: 3 clusters Score -3.446346e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290898 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -34463532.000000 Penalty: 6243.895020
	Iteration 32Q: 3 clusters Score -3.446353e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291042 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -34463596.000000 Penalty: 6243.895020
	Iteration 33Q: 3 clusters Score -3.44636e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291138 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -34463660.000000 Penalty: 6243.895020
	Iteration 34Q: 3 clusters Score -3.446366e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291228 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -34463728.000000 Penalty: 6243.895020
	Iteration 35Q: 3 clusters Score -3.446373e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291313 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -34463744.000000 Penalty: 6243.895020
	Iteration 36Q: 3 clusters Score -3.446374e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291380 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -34463800.000000 Penalty: 6243.895020
	Iteration 37Q: 3 clusters Score -3.44638e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291435 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -34463820.000000 Penalty: 6243.895020
	Iteration 38Q: 3 clusters Score -3.446382e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291481 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -34463828.000000 Penalty: 6243.895020
	Iteration 39Q: 3 clusters Score -3.446383e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291521 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -34463844.000000 Penalty: 6243.895020
	Iteration 40F: 3 clusters Score -3.446384e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291559 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -34463872.000000 Penalty: 6243.895020
	Iteration 41Q: 3 clusters Score -3.446387e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291585 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -34463900.000000 Penalty: 6243.895020
	Iteration 42Q: 3 clusters Score -3.44639e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291607 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -34463912.000000 Penalty: 6243.895020
	Iteration 43Q: 3 clusters Score -3.446391e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291624 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -34463920.000000 Penalty: 6243.895020
	Iteration 44Q: 3 clusters Score -3.446392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291631 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -34463920.000000 Penalty: 6243.895020
	Iteration 45Q: 3 clusters Score -3.446392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291634 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -34463956.000000 Penalty: 6243.895020
	Iteration 46Q: 3 clusters Score -3.446396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291636 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -34463940.000000 Penalty: 6243.895020
	Iteration 47Q: 3 clusters Score -3.446394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291646 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -34463940.000000 Penalty: 6243.895020
	Iteration 48Q: 3 clusters Score -3.446394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291657 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -34463956.000000 Penalty: 6243.895020
	Iteration 49Q: 3 clusters Score -3.446396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291666 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -34463972.000000 Penalty: 6243.895020
	Iteration 50Q: 3 clusters Score -3.446397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291679 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -34463968.000000 Penalty: 6243.895020
	Iteration 51Q: 3 clusters Score -3.446397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291685 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -34463968.000000 Penalty: 6243.895020
	Iteration 52Q: 3 clusters Score -3.446397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291688 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -34463960.000000 Penalty: 6243.895020
	Iteration 53Q: 3 clusters Score -3.446396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291690 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -34463964.000000 Penalty: 6243.895020
	Iteration 54Q: 3 clusters Score -3.446396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291691 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -34463952.000000 Penalty: 6243.895020
	Iteration 55Q: 3 clusters Score -3.446395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291690 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -34463956.000000 Penalty: 6243.895020
	Iteration 56Q: 3 clusters Score -3.446396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291690 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -34463956.000000 Penalty: 6243.895020
	Iteration 57F: 3 clusters Score -3.446396e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Entering Unmasked Estep 
Score: -134778.062500 Penalty: 1845.592896
	Iteration 0F: 2 clusters Score -134778.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -132312.843750 Penalty: 3691.185791
	Iteration 0F: 3 clusters Score -132312.8 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -132763.234375 Penalty: 3691.185791
	Iteration 1F: 3 clusters Score -132763.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -132919.484375 Penalty: 3691.185791
	Iteration 2F: 3 clusters Score -132919.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -133024.281250 Penalty: 3691.185791
	Iteration 3F: 3 clusters Score -133024.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -133090.312500 Penalty: 3691.185791
	Iteration 4Q: 3 clusters Score -133090.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -133151.468750 Penalty: 3691.185791
	Iteration 5Q: 3 clusters Score -133151.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -133207.234375 Penalty: 3691.185791
	Iteration 6Q: 3 clusters Score -133207.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -133232.734375 Penalty: 3691.185791
	Iteration 7Q: 3 clusters Score -133232.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -133257.640625 Penalty: 3691.185791
	Iteration 8Q: 3 clusters Score -133257.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -133272.484375 Penalty: 3691.185791
	Iteration 9Q: 3 clusters Score -133272.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -133285.609375 Penalty: 3691.185791
	Iteration 10Q: 3 clusters Score -133285.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -133299.765625 Penalty: 3691.185791
	Iteration 11Q: 3 clusters Score -133299.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -133309.437500 Penalty: 3691.185791
	Iteration 12Q: 3 clusters Score -133309.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -133323.109375 Penalty: 3691.185791
	Iteration 13Q: 3 clusters Score -133323.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -133334.015625 Penalty: 3691.185791
	Iteration 14Q: 3 clusters Score -133334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -133339.671875 Penalty: 3691.185791
	Iteration 15Q: 3 clusters Score -133339.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -133344.921875 Penalty: 3691.185791
	Iteration 16Q: 3 clusters Score -133344.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -133355.531250 Penalty: 3691.185791
	Iteration 17Q: 3 clusters Score -133355.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -133365.328125 Penalty: 3691.185791
	Iteration 18Q: 3 clusters Score -133365.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -133373.406250 Penalty: 3691.185791
	Iteration 19Q: 3 clusters Score -133373.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -133379.750000 Penalty: 3691.185791
	Iteration 20F: 3 clusters Score -133379.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -133382.562500 Penalty: 3691.185791
	Iteration 21Q: 3 clusters Score -133382.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -133386.046875 Penalty: 3691.185791
	Iteration 22Q: 3 clusters Score -133386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -133392.343750 Penalty: 3691.185791
	Iteration 23Q: 3 clusters Score -133392.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -133397.000000 Penalty: 3691.185791
	Iteration 24Q: 3 clusters Score -133397 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -133402.031250 Penalty: 3691.185791
	Iteration 25Q: 3 clusters Score -133402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -133408.328125 Penalty: 3691.185791
	Iteration 26Q: 3 clusters Score -133408.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -133411.937500 Penalty: 3691.185791
	Iteration 27Q: 3 clusters Score -133411.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -133413.453125 Penalty: 3691.185791
	Iteration 28Q: 3 clusters Score -133413.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -133420.234375 Penalty: 3691.185791
	Iteration 29Q: 3 clusters Score -133420.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -133423.218750 Penalty: 3691.185791
	Iteration 30Q: 3 clusters Score -133423.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -133428.390625 Penalty: 3691.185791
	Iteration 31Q: 3 clusters Score -133428.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -133431.296875 Penalty: 3691.185791
	Iteration 32Q: 3 clusters Score -133431.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -133433.000000 Penalty: 3691.185791
	Iteration 33Q: 3 clusters Score -133433 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -133434.718750 Penalty: 3691.185791
	Iteration 34Q: 3 clusters Score -133434.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -133434.718750 Penalty: 3691.185791
	Iteration 35F: 3 clusters Score -133434.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20785 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20785 members 
Entering Unmasked Estep 
Score: -2491662.750000 Penalty: 2465.612793
	Iteration 0F: 2 clusters Score -2491663 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2477075.750000 Penalty: 4931.225586
	Iteration 0F: 3 clusters Score -2477076 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2481965.500000 Penalty: 4931.225586
	Iteration 1F: 3 clusters Score -2481966 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -2482317.250000 Penalty: 4931.225586
	Iteration 2F: 3 clusters Score -2482317 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9978 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -2482576.250000 Penalty: 4931.225586
	Iteration 3Q: 3 clusters Score -2482576 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2482756.750000 Penalty: 4931.225586
	Iteration 4Q: 3 clusters Score -2482757 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 11108 members 
Entering Unmasked Estep 
Score: -2482925.750000 Penalty: 4931.225586
	Iteration 5Q: 3 clusters Score -2482926 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2483097.500000 Penalty: 4931.225586
	Iteration 6Q: 3 clusters Score -2483098 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2483291.250000 Penalty: 4931.225586
	Iteration 7Q: 3 clusters Score -2483291 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 11871 members 
Entering Unmasked Estep 
Score: -2483553.750000 Penalty: 4931.225586
	Iteration 8Q: 3 clusters Score -2483554 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2483938.500000 Penalty: 4931.225586
	Iteration 9Q: 3 clusters Score -2483938 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2484492.250000 Penalty: 4931.225586
	Iteration 10Q: 3 clusters Score -2484492 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -2485212.500000 Penalty: 4931.225586
	Iteration 11F: 3 clusters Score -2485212 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2486134.000000 Penalty: 4931.225586
	Iteration 12F: 3 clusters Score -2486134 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -2487096.000000 Penalty: 4931.225586
	Iteration 13F: 3 clusters Score -2487096 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -2487816.250000 Penalty: 4931.225586
	Iteration 14Q: 3 clusters Score -2487816 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -2488222.500000 Penalty: 4931.225586
	Iteration 15Q: 3 clusters Score -2488222 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2488480.750000 Penalty: 4931.225586
	Iteration 16Q: 3 clusters Score -2488481 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -2488661.000000 Penalty: 4931.225586
	Iteration 17Q: 3 clusters Score -2488661 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 16709 members 
Entering Unmasked Estep 
Score: -2488806.750000 Penalty: 4931.225586
	Iteration 18Q: 3 clusters Score -2488807 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2488929.250000 Penalty: 4931.225586
	Iteration 19Q: 3 clusters Score -2488929 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -2489019.000000 Penalty: 4931.225586
	Iteration 20F: 3 clusters Score -2489019 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2489076.500000 Penalty: 4931.225586
	Iteration 21Q: 3 clusters Score -2489076 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 17485 members 
Entering Unmasked Estep 
Score: -2489132.000000 Penalty: 4931.225586
	Iteration 22Q: 3 clusters Score -2489132 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2489191.750000 Penalty: 4931.225586
	Iteration 23Q: 3 clusters Score -2489192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2489249.000000 Penalty: 4931.225586
	Iteration 24Q: 3 clusters Score -2489249 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -2489312.250000 Penalty: 4931.225586
	Iteration 25Q: 3 clusters Score -2489312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -2489357.250000 Penalty: 4931.225586
	Iteration 26Q: 3 clusters Score -2489357 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2489392.000000 Penalty: 4931.225586
	Iteration 27Q: 3 clusters Score -2489392 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2489429.000000 Penalty: 4931.225586
	Iteration 28Q: 3 clusters Score -2489429 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2489458.000000 Penalty: 4931.225586
	Iteration 29Q: 3 clusters Score -2489458 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -2489495.500000 Penalty: 4931.225586
	Iteration 30Q: 3 clusters Score -2489496 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2489526.250000 Penalty: 4931.225586
	Iteration 31Q: 3 clusters Score -2489526 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2489557.500000 Penalty: 4931.225586
	Iteration 32Q: 3 clusters Score -2489558 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2489600.000000 Penalty: 4931.225586
	Iteration 33Q: 3 clusters Score -2489600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -2489631.250000 Penalty: 4931.225586
	Iteration 34Q: 3 clusters Score -2489631 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2489653.250000 Penalty: 4931.225586
	Iteration 35Q: 3 clusters Score -2489653 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -2489667.750000 Penalty: 4931.225586
	Iteration 36Q: 3 clusters Score -2489668 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -2489680.250000 Penalty: 4931.225586
	Iteration 37Q: 3 clusters Score -2489680 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2489695.500000 Penalty: 4931.225586
	Iteration 38Q: 3 clusters Score -2489696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2489701.750000 Penalty: 4931.225586
	Iteration 39Q: 3 clusters Score -2489702 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2489699.750000 Penalty: 4931.225586
	Iteration 40F: 3 clusters Score -2489700 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 18875 members 
Entering Unmasked Estep 
Score: -2489708.750000 Penalty: 4931.225586
	Iteration 41Q: 3 clusters Score -2489709 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 18888 members 
Entering Unmasked Estep 
Score: -2489714.250000 Penalty: 4931.225586
	Iteration 42Q: 3 clusters Score -2489714 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2489718.000000 Penalty: 4931.225586
	Iteration 43Q: 3 clusters Score -2489718 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -2489720.750000 Penalty: 4931.225586
	Iteration 44Q: 3 clusters Score -2489721 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2489728.750000 Penalty: 4931.225586
	Iteration 45Q: 3 clusters Score -2489729 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -2489730.500000 Penalty: 4931.225586
	Iteration 46Q: 3 clusters Score -2489730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -2489746.000000 Penalty: 4931.225586
	Iteration 47Q: 3 clusters Score -2489746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2489754.250000 Penalty: 4931.225586
	Iteration 48Q: 3 clusters Score -2489754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2489755.500000 Penalty: 4931.225586
	Iteration 49Q: 3 clusters Score -2489756 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -2489751.500000 Penalty: 4931.225586
	Iteration 50Q: 3 clusters Score -2489752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2489751.750000 Penalty: 4931.225586
	Iteration 51Q: 3 clusters Score -2489752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2489762.000000 Penalty: 4931.225586
	Iteration 52Q: 3 clusters Score -2489762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -2489765.250000 Penalty: 4931.225586
	Iteration 53Q: 3 clusters Score -2489765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -2489768.500000 Penalty: 4931.225586
	Iteration 54Q: 3 clusters Score -2489768 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 19096 members 
Entering Unmasked Estep 
Score: -2489769.500000 Penalty: 4931.225586
	Iteration 55Q: 3 clusters Score -2489770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -2489771.500000 Penalty: 4931.225586
	Iteration 56Q: 3 clusters Score -2489772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -2489770.000000 Penalty: 4931.225586
	Iteration 57Q: 3 clusters Score -2489770 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 19119 members 
Entering Unmasked Estep 
Score: -2489769.250000 Penalty: 4931.225586
	Iteration 58Q: 3 clusters Score -2489769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2489772.500000 Penalty: 4931.225586
	Iteration 59Q: 3 clusters Score -2489772 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2489773.000000 Penalty: 4931.225586
	Iteration 60F: 3 clusters Score -2489773 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 19132 members 
Entering Unmasked Estep 
Score: -2489778.000000 Penalty: 4931.225586
	Iteration 61Q: 3 clusters Score -2489778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 19136 members 
Entering Unmasked Estep 
Score: -2489773.500000 Penalty: 4931.225586
	Iteration 62Q: 3 clusters Score -2489774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 19141 members 
Entering Unmasked Estep 
Score: -2489776.000000 Penalty: 4931.225586
	Iteration 63Q: 3 clusters Score -2489776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -2489779.000000 Penalty: 4931.225586
	Iteration 64Q: 3 clusters Score -2489779 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 19156 members 
Entering Unmasked Estep 
Score: -2489782.750000 Penalty: 4931.225586
	Iteration 65Q: 3 clusters Score -2489783 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -2489779.750000 Penalty: 4931.225586
	Iteration 66Q: 3 clusters Score -2489780 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2489776.500000 Penalty: 4931.225586
	Iteration 67Q: 3 clusters Score -2489776 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2489777.750000 Penalty: 4931.225586
	Iteration 68Q: 3 clusters Score -2489778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -2489781.750000 Penalty: 4931.225586
	Iteration 69Q: 3 clusters Score -2489782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -2489781.750000 Penalty: 4931.225586
	Iteration 70Q: 3 clusters Score -2489782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -2489783.000000 Penalty: 4931.225586
	Iteration 71Q: 3 clusters Score -2489783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2489782.750000 Penalty: 4931.225586
	Iteration 72Q: 3 clusters Score -2489783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2489784.000000 Penalty: 4931.225586
	Iteration 73Q: 3 clusters Score -2489784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2489784.000000 Penalty: 4931.225586
	Iteration 74F: 3 clusters Score -2489784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (1932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Entering Unmasked Estep 
Score: -158549.656250 Penalty: 1876.445068
	Iteration 0F: 2 clusters Score -158549.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -156015.703125 Penalty: 3752.890137
	Iteration 0F: 3 clusters Score -156015.7 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -156465.234375 Penalty: 3752.890137
	Iteration 1F: 3 clusters Score -156465.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -156595.906250 Penalty: 3752.890137
	Iteration 2F: 3 clusters Score -156595.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -156693.734375 Penalty: 3752.890137
	Iteration 3Q: 3 clusters Score -156693.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -156774.593750 Penalty: 3752.890137
	Iteration 4Q: 3 clusters Score -156774.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -156831.078125 Penalty: 3752.890137
	Iteration 5Q: 3 clusters Score -156831.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -156888.171875 Penalty: 3752.890137
	Iteration 6Q: 3 clusters Score -156888.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -156921.234375 Penalty: 3752.890137
	Iteration 7Q: 3 clusters Score -156921.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -156950.515625 Penalty: 3752.890137
	Iteration 8Q: 3 clusters Score -156950.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -156969.578125 Penalty: 3752.890137
	Iteration 9Q: 3 clusters Score -156969.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -156987.750000 Penalty: 3752.890137
	Iteration 10Q: 3 clusters Score -156987.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -157007.296875 Penalty: 3752.890137
	Iteration 11Q: 3 clusters Score -157007.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -157018.703125 Penalty: 3752.890137
	Iteration 12Q: 3 clusters Score -157018.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -157035.453125 Penalty: 3752.890137
	Iteration 13Q: 3 clusters Score -157035.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -157047.609375 Penalty: 3752.890137
	Iteration 14Q: 3 clusters Score -157047.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -157058.578125 Penalty: 3752.890137
	Iteration 15Q: 3 clusters Score -157058.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -157066.796875 Penalty: 3752.890137
	Iteration 16Q: 3 clusters Score -157066.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -157074.921875 Penalty: 3752.890137
	Iteration 17Q: 3 clusters Score -157074.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -157081.859375 Penalty: 3752.890137
	Iteration 18Q: 3 clusters Score -157081.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -157088.140625 Penalty: 3752.890137
	Iteration 19Q: 3 clusters Score -157088.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -157093.218750 Penalty: 3752.890137
	Iteration 20F: 3 clusters Score -157093.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -157100.218750 Penalty: 3752.890137
	Iteration 21Q: 3 clusters Score -157100.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -157107.359375 Penalty: 3752.890137
	Iteration 22Q: 3 clusters Score -157107.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -157116.796875 Penalty: 3752.890137
	Iteration 23Q: 3 clusters Score -157116.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -157121.812500 Penalty: 3752.890137
	Iteration 24Q: 3 clusters Score -157121.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -157128.968750 Penalty: 3752.890137
	Iteration 25Q: 3 clusters Score -157129 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -157134.000000 Penalty: 3752.890137
	Iteration 26Q: 3 clusters Score -157134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -157137.828125 Penalty: 3752.890137
	Iteration 27Q: 3 clusters Score -157137.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -157140.000000 Penalty: 3752.890137
	Iteration 28Q: 3 clusters Score -157140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157140.687500 Penalty: 3752.890137
	Iteration 29Q: 3 clusters Score -157140.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -157140.687500 Penalty: 3752.890137
	Iteration 30F: 3 clusters Score -157140.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -264666.000000 Penalty: 1944.202393
	Iteration 0F: 2 clusters Score -264666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -261699.421875 Penalty: 3888.404785
	Iteration 0F: 3 clusters Score -261699.4 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -262345.218750 Penalty: 3888.404785
	Iteration 1F: 3 clusters Score -262345.2 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -262522.156250 Penalty: 3888.404785
	Iteration 2F: 3 clusters Score -262522.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -262629.500000 Penalty: 3888.404785
	Iteration 3Q: 3 clusters Score -262629.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -262688.625000 Penalty: 3888.404785
	Iteration 4Q: 3 clusters Score -262688.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -262732.000000 Penalty: 3888.404785
	Iteration 5Q: 3 clusters Score -262732 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -262769.000000 Penalty: 3888.404785
	Iteration 6Q: 3 clusters Score -262769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -262787.812500 Penalty: 3888.404785
	Iteration 7Q: 3 clusters Score -262787.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -262799.656250 Penalty: 3888.404785
	Iteration 8Q: 3 clusters Score -262799.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -262805.500000 Penalty: 3888.404785
	Iteration 9Q: 3 clusters Score -262805.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -262810.500000 Penalty: 3888.404785
	Iteration 10Q: 3 clusters Score -262810.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -262815.531250 Penalty: 3888.404785
	Iteration 11Q: 3 clusters Score -262815.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -262819.562500 Penalty: 3888.404785
	Iteration 12Q: 3 clusters Score -262819.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -262823.312500 Penalty: 3888.404785
	Iteration 13Q: 3 clusters Score -262823.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -262825.937500 Penalty: 3888.404785
	Iteration 14Q: 3 clusters Score -262825.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -262829.250000 Penalty: 3888.404785
	Iteration 15Q: 3 clusters Score -262829.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -262833.593750 Penalty: 3888.404785
	Iteration 16Q: 3 clusters Score -262833.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -262837.562500 Penalty: 3888.404785
	Iteration 17Q: 3 clusters Score -262837.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -262840.906250 Penalty: 3888.404785
	Iteration 18Q: 3 clusters Score -262840.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -262844.125000 Penalty: 3888.404785
	Iteration 19Q: 3 clusters Score -262844.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -262849.093750 Penalty: 3888.404785
	Iteration 20F: 3 clusters Score -262849.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -262859.875000 Penalty: 3888.404785
	Iteration 21Q: 3 clusters Score -262859.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -262865.781250 Penalty: 3888.404785
	Iteration 22Q: 3 clusters Score -262865.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -262873.812500 Penalty: 3888.404785
	Iteration 23Q: 3 clusters Score -262873.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -262883.218750 Penalty: 3888.404785
	Iteration 24Q: 3 clusters Score -262883.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -262889.062500 Penalty: 3888.404785
	Iteration 25Q: 3 clusters Score -262889.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -262893.218750 Penalty: 3888.404785
	Iteration 26Q: 3 clusters Score -262893.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -262896.437500 Penalty: 3888.404785
	Iteration 27Q: 3 clusters Score -262896.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -262899.531250 Penalty: 3888.404785
	Iteration 28Q: 3 clusters Score -262899.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -262900.343750 Penalty: 3888.404785
	Iteration 29Q: 3 clusters Score -262900.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -262900.562500 Penalty: 3888.404785
	Iteration 30Q: 3 clusters Score -262900.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -262901.406250 Penalty: 3888.404785
	Iteration 31Q: 3 clusters Score -262901.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -262901.750000 Penalty: 3888.404785
	Iteration 32Q: 3 clusters Score -262901.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -262901.750000 Penalty: 3888.404785
	Iteration 33F: 3 clusters Score -262901.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11189 members 
Mstep: Class 3 contains 20493 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 184222 members 
Mstep: Class 6 contains 21860 members 
Mstep: Class 7 contains 17785 members 
Mstep: Class 8 contains 299062 members 
Mstep: Class 9 contains 7595 members 
Mstep: Class 10 contains 81621 members 
Mstep: Class 11 contains 14137 members 
Mstep: Class 12 contains 48282 members 
Mstep: Class 13 contains 35185 members 
Mstep: Class 14 contains 32613 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 12091 members 
Mstep: Class 18 contains 62533 members 
Mstep: Class 19 contains 11460 members 
Mstep: Class 20 contains 18899 members 
Mstep: Class 21 contains 178677 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22910 members 
Mstep: Class 25 contains 293167 members 
Mstep: Class 26 contains 1706 members 
Mstep: Class 27 contains 20785 members 
Mstep: Class 28 contains 1932 members 
Mstep: Class 29 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161477584.000000 Penalty: 101876.304688
Iteration 159Q: 30 clusters Score -1.614776e+08 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11184 members 
Mstep: Class 3 contains 20477 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 184515 members 
Mstep: Class 6 contains 21855 members 
Mstep: Class 7 contains 17675 members 
Mstep: Class 8 contains 299109 members 
Mstep: Class 9 contains 7573 members 
Mstep: Class 10 contains 81575 members 
Mstep: Class 11 contains 14131 members 
Mstep: Class 12 contains 48277 members 
Mstep: Class 13 contains 35159 members 
Mstep: Class 14 contains 32613 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8614 members 
Mstep: Class 17 contains 12083 members 
Mstep: Class 18 contains 62601 members 
Mstep: Class 19 contains 11480 members 
Mstep: Class 20 contains 18896 members 
Mstep: Class 21 contains 178479 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22909 members 
Mstep: Class 25 contains 293129 members 
Mstep: Class 26 contains 1713 members 
Mstep: Class 27 contains 20837 members 
Mstep: Class 28 contains 1934 members 
Mstep: Class 29 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161477456.000000 Penalty: 101876.304688
Iteration 160F: 30 clusters Score -1.614775e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11181 members 
Mstep: Class 3 contains 20465 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 184849 members 
Mstep: Class 6 contains 21851 members 
Mstep: Class 7 contains 17579 members 
Mstep: Class 8 contains 299142 members 
Mstep: Class 9 contains 7529 members 
Mstep: Class 10 contains 81523 members 
Mstep: Class 11 contains 14129 members 
Mstep: Class 12 contains 48273 members 
Mstep: Class 13 contains 35140 members 
Mstep: Class 14 contains 32617 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 12072 members 
Mstep: Class 18 contains 62660 members 
Mstep: Class 19 contains 11502 members 
Mstep: Class 20 contains 18894 members 
Mstep: Class 21 contains 178260 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22901 members 
Mstep: Class 25 contains 293086 members 
Mstep: Class 26 contains 1718 members 
Mstep: Class 27 contains 20896 members 
Mstep: Class 28 contains 1935 members 
Mstep: Class 29 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161477888.000000 Penalty: 101876.304688
Iteration 161Q: 30 clusters Score -1.614779e+08 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11174 members 
Mstep: Class 3 contains 20445 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 185220 members 
Mstep: Class 6 contains 21844 members 
Mstep: Class 7 contains 17491 members 
Mstep: Class 8 contains 299125 members 
Mstep: Class 9 contains 7491 members 
Mstep: Class 10 contains 81475 members 
Mstep: Class 11 contains 14129 members 
Mstep: Class 12 contains 48265 members 
Mstep: Class 13 contains 35118 members 
Mstep: Class 14 contains 32609 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 8616 members 
Mstep: Class 17 contains 12060 members 
Mstep: Class 18 contains 62713 members 
Mstep: Class 19 contains 11519 members 
Mstep: Class 20 contains 18905 members 
Mstep: Class 21 contains 178090 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22902 members 
Mstep: Class 25 contains 293027 members 
Mstep: Class 26 contains 1727 members 
Mstep: Class 27 contains 20933 members 
Mstep: Class 28 contains 1936 members 
Mstep: Class 29 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478544.000000 Penalty: 101876.304688
Iteration 162Q: 30 clusters Score -1.614785e+08 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11169 members 
Mstep: Class 3 contains 20423 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 185583 members 
Mstep: Class 6 contains 21825 members 
Mstep: Class 7 contains 17406 members 
Mstep: Class 8 contains 299134 members 
Mstep: Class 9 contains 7476 members 
Mstep: Class 10 contains 81415 members 
Mstep: Class 11 contains 14131 members 
Mstep: Class 12 contains 48276 members 
Mstep: Class 13 contains 35098 members 
Mstep: Class 14 contains 32598 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 8613 members 
Mstep: Class 17 contains 12050 members 
Mstep: Class 18 contains 62778 members 
Mstep: Class 19 contains 11542 members 
Mstep: Class 20 contains 18918 members 
Mstep: Class 21 contains 177868 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22898 members 
Mstep: Class 25 contains 292962 members 
Mstep: Class 26 contains 1736 members 
Mstep: Class 27 contains 20973 members 
Mstep: Class 28 contains 1936 members 
Mstep: Class 29 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478544.000000 Penalty: 101876.304688
Iteration 163Q: 30 clusters Score -1.614785e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11164 members 
Mstep: Class 3 contains 20401 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 185843 members 
Mstep: Class 6 contains 21805 members 
Mstep: Class 7 contains 17312 members 
Mstep: Class 8 contains 299252 members 
Mstep: Class 9 contains 7467 members 
Mstep: Class 10 contains 81376 members 
Mstep: Class 11 contains 14129 members 
Mstep: Class 12 contains 48284 members 
Mstep: Class 13 contains 35073 members 
Mstep: Class 14 contains 32600 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 8620 members 
Mstep: Class 17 contains 12030 members 
Mstep: Class 18 contains 62829 members 
Mstep: Class 19 contains 11563 members 
Mstep: Class 20 contains 18931 members 
Mstep: Class 21 contains 177686 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22892 members 
Mstep: Class 25 contains 292862 members 
Mstep: Class 26 contains 1740 members 
Mstep: Class 27 contains 21009 members 
Mstep: Class 28 contains 1938 members 
Mstep: Class 29 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478512.000000 Penalty: 101876.304688
Iteration 164Q: 30 clusters Score -1.614785e+08 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11160 members 
Mstep: Class 3 contains 20384 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 186038 members 
Mstep: Class 6 contains 21796 members 
Mstep: Class 7 contains 17213 members 
Mstep: Class 8 contains 299372 members 
Mstep: Class 9 contains 7457 members 
Mstep: Class 10 contains 81347 members 
Mstep: Class 11 contains 14121 members 
Mstep: Class 12 contains 48285 members 
Mstep: Class 13 contains 35056 members 
Mstep: Class 14 contains 32585 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 8628 members 
Mstep: Class 17 contains 12022 members 
Mstep: Class 18 contains 62901 members 
Mstep: Class 19 contains 11579 members 
Mstep: Class 20 contains 18939 members 
Mstep: Class 21 contains 177505 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22887 members 
Mstep: Class 25 contains 292801 members 
Mstep: Class 26 contains 1744 members 
Mstep: Class 27 contains 21044 members 
Mstep: Class 28 contains 1941 members 
Mstep: Class 29 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478304.000000 Penalty: 101876.304688
Iteration 165Q: 30 clusters Score -1.614783e+08 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11159 members 
Mstep: Class 3 contains 20369 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 186228 members 
Mstep: Class 6 contains 21793 members 
Mstep: Class 7 contains 17109 members 
Mstep: Class 8 contains 299487 members 
Mstep: Class 9 contains 7444 members 
Mstep: Class 10 contains 81317 members 
Mstep: Class 11 contains 14118 members 
Mstep: Class 12 contains 48286 members 
Mstep: Class 13 contains 35041 members 
Mstep: Class 14 contains 32576 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 8632 members 
Mstep: Class 17 contains 11994 members 
Mstep: Class 18 contains 62940 members 
Mstep: Class 19 contains 11598 members 
Mstep: Class 20 contains 18950 members 
Mstep: Class 21 contains 177308 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22872 members 
Mstep: Class 25 contains 292804 members 
Mstep: Class 26 contains 1749 members 
Mstep: Class 27 contains 21087 members 
Mstep: Class 28 contains 1947 members 
Mstep: Class 29 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478080.000000 Penalty: 101876.304688
Iteration 166Q: 30 clusters Score -1.614781e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11155 members 
Mstep: Class 3 contains 20344 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 186398 members 
Mstep: Class 6 contains 21787 members 
Mstep: Class 7 contains 17003 members 
Mstep: Class 8 contains 299589 members 
Mstep: Class 9 contains 7422 members 
Mstep: Class 10 contains 81289 members 
Mstep: Class 11 contains 14114 members 
Mstep: Class 12 contains 48295 members 
Mstep: Class 13 contains 35014 members 
Mstep: Class 14 contains 32567 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 8634 members 
Mstep: Class 17 contains 11979 members 
Mstep: Class 18 contains 63021 members 
Mstep: Class 19 contains 11623 members 
Mstep: Class 20 contains 18954 members 
Mstep: Class 21 contains 177147 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22861 members 
Mstep: Class 25 contains 292756 members 
Mstep: Class 26 contains 1758 members 
Mstep: Class 27 contains 21145 members 
Mstep: Class 28 contains 1952 members 
Mstep: Class 29 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478224.000000 Penalty: 101876.304688
Iteration 167Q: 30 clusters Score -1.614782e+08 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 20318 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 186612 members 
Mstep: Class 6 contains 21795 members 
Mstep: Class 7 contains 16910 members 
Mstep: Class 8 contains 299659 members 
Mstep: Class 9 contains 7412 members 
Mstep: Class 10 contains 81233 members 
Mstep: Class 11 contains 14112 members 
Mstep: Class 12 contains 48291 members 
Mstep: Class 13 contains 34997 members 
Mstep: Class 14 contains 32559 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 8635 members 
Mstep: Class 17 contains 11961 members 
Mstep: Class 18 contains 63089 members 
Mstep: Class 19 contains 11643 members 
Mstep: Class 20 contains 18957 members 
Mstep: Class 21 contains 176991 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22848 members 
Mstep: Class 25 contains 292722 members 
Mstep: Class 26 contains 1763 members 
Mstep: Class 27 contains 21179 members 
Mstep: Class 28 contains 1958 members 
Mstep: Class 29 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478064.000000 Penalty: 101876.304688
Iteration 168Q: 30 clusters Score -1.614781e+08 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 20289 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 186822 members 
Mstep: Class 6 contains 21797 members 
Mstep: Class 7 contains 16805 members 
Mstep: Class 8 contains 299718 members 
Mstep: Class 9 contains 7396 members 
Mstep: Class 10 contains 81186 members 
Mstep: Class 11 contains 14109 members 
Mstep: Class 12 contains 48298 members 
Mstep: Class 13 contains 34978 members 
Mstep: Class 14 contains 32540 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 8637 members 
Mstep: Class 17 contains 11934 members 
Mstep: Class 18 contains 63168 members 
Mstep: Class 19 contains 11663 members 
Mstep: Class 20 contains 18960 members 
Mstep: Class 21 contains 176837 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22836 members 
Mstep: Class 25 contains 292744 members 
Mstep: Class 26 contains 1770 members 
Mstep: Class 27 contains 21195 members 
Mstep: Class 28 contains 1963 members 
Mstep: Class 29 contains 2548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478096.000000 Penalty: 101876.304688
Iteration 169Q: 30 clusters Score -1.614781e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11146 members 
Mstep: Class 3 contains 20258 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 187078 members 
Mstep: Class 6 contains 21789 members 
Mstep: Class 7 contains 16695 members 
Mstep: Class 8 contains 299712 members 
Mstep: Class 9 contains 7376 members 
Mstep: Class 10 contains 81168 members 
Mstep: Class 11 contains 14107 members 
Mstep: Class 12 contains 48295 members 
Mstep: Class 13 contains 34963 members 
Mstep: Class 14 contains 32528 members 
Mstep: Class 15 contains 3680 members 
Mstep: Class 16 contains 8641 members 
Mstep: Class 17 contains 11912 members 
Mstep: Class 18 contains 63242 members 
Mstep: Class 19 contains 11680 members 
Mstep: Class 20 contains 18963 members 
Mstep: Class 21 contains 176648 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22823 members 
Mstep: Class 25 contains 292811 members 
Mstep: Class 26 contains 1778 members 
Mstep: Class 27 contains 21217 members 
Mstep: Class 28 contains 1966 members 
Mstep: Class 29 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478288.000000 Penalty: 101876.304688
Iteration 170Q: 30 clusters Score -1.614783e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11142 members 
Mstep: Class 3 contains 20233 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 187375 members 
Mstep: Class 6 contains 21785 members 
Mstep: Class 7 contains 16579 members 
Mstep: Class 8 contains 299669 members 
Mstep: Class 9 contains 7352 members 
Mstep: Class 10 contains 81132 members 
Mstep: Class 11 contains 14107 members 
Mstep: Class 12 contains 48297 members 
Mstep: Class 13 contains 34950 members 
Mstep: Class 14 contains 32510 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 8648 members 
Mstep: Class 17 contains 11905 members 
Mstep: Class 18 contains 63316 members 
Mstep: Class 19 contains 11692 members 
Mstep: Class 20 contains 18967 members 
Mstep: Class 21 contains 176416 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22817 members 
Mstep: Class 25 contains 292907 members 
Mstep: Class 26 contains 1784 members 
Mstep: Class 27 contains 21242 members 
Mstep: Class 28 contains 1969 members 
Mstep: Class 29 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478624.000000 Penalty: 101876.304688
Iteration 171Q: 30 clusters Score -1.614786e+08 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11137 members 
Mstep: Class 3 contains 20206 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 187700 members 
Mstep: Class 6 contains 21772 members 
Mstep: Class 7 contains 16492 members 
Mstep: Class 8 contains 299582 members 
Mstep: Class 9 contains 7326 members 
Mstep: Class 10 contains 81093 members 
Mstep: Class 11 contains 14107 members 
Mstep: Class 12 contains 48283 members 
Mstep: Class 13 contains 34936 members 
Mstep: Class 14 contains 32497 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 8654 members 
Mstep: Class 17 contains 11901 members 
Mstep: Class 18 contains 63357 members 
Mstep: Class 19 contains 11704 members 
Mstep: Class 20 contains 18970 members 
Mstep: Class 21 contains 176225 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22805 members 
Mstep: Class 25 contains 293025 members 
Mstep: Class 26 contains 1788 members 
Mstep: Class 27 contains 21264 members 
Mstep: Class 28 contains 1974 members 
Mstep: Class 29 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478912.000000 Penalty: 101876.304688
Iteration 172Q: 30 clusters Score -1.614789e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11138 members 
Mstep: Class 3 contains 20162 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 187992 members 
Mstep: Class 6 contains 21768 members 
Mstep: Class 7 contains 16402 members 
Mstep: Class 8 contains 299523 members 
Mstep: Class 9 contains 7313 members 
Mstep: Class 10 contains 81058 members 
Mstep: Class 11 contains 14102 members 
Mstep: Class 12 contains 48273 members 
Mstep: Class 13 contains 34920 members 
Mstep: Class 14 contains 32485 members 
Mstep: Class 15 contains 3678 members 
Mstep: Class 16 contains 8659 members 
Mstep: Class 17 contains 11893 members 
Mstep: Class 18 contains 63403 members 
Mstep: Class 19 contains 11707 members 
Mstep: Class 20 contains 18972 members 
Mstep: Class 21 contains 176031 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22806 members 
Mstep: Class 25 contains 293132 members 
Mstep: Class 26 contains 1792 members 
Mstep: Class 27 contains 21286 members 
Mstep: Class 28 contains 1982 members 
Mstep: Class 29 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161479296.000000 Penalty: 101876.304688
Iteration 173Q: 30 clusters Score -1.614793e+08 nChanged 2301
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11135 members 
Mstep: Class 3 contains 20129 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 188203 members 
Mstep: Class 6 contains 21755 members 
Mstep: Class 7 contains 16304 members 
Mstep: Class 8 contains 299571 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 81022 members 
Mstep: Class 11 contains 14100 members 
Mstep: Class 12 contains 48253 members 
Mstep: Class 13 contains 34916 members 
Mstep: Class 14 contains 32470 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 8663 members 
Mstep: Class 17 contains 11881 members 
Mstep: Class 18 contains 63460 members 
Mstep: Class 19 contains 11720 members 
Mstep: Class 20 contains 18972 members 
Mstep: Class 21 contains 175887 members 
Mstep: Class 22 contains 2244 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22801 members 
Mstep: Class 25 contains 293174 members 
Mstep: Class 26 contains 1794 members 
Mstep: Class 27 contains 21304 members 
Mstep: Class 28 contains 1989 members 
Mstep: Class 29 contains 2543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161479760.000000 Penalty: 101876.304688
Iteration 174Q: 30 clusters Score -1.614798e+08 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11135 members 
Mstep: Class 3 contains 20095 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 188298 members 
Mstep: Class 6 contains 21741 members 
Mstep: Class 7 contains 16213 members 
Mstep: Class 8 contains 299698 members 
Mstep: Class 9 contains 7277 members 
Mstep: Class 10 contains 81012 members 
Mstep: Class 11 contains 14099 members 
Mstep: Class 12 contains 48234 members 
Mstep: Class 13 contains 34915 members 
Mstep: Class 14 contains 32462 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 8665 members 
Mstep: Class 17 contains 11876 members 
Mstep: Class 18 contains 63523 members 
Mstep: Class 19 contains 11725 members 
Mstep: Class 20 contains 18975 members 
Mstep: Class 21 contains 175746 members 
Mstep: Class 22 contains 2244 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22795 members 
Mstep: Class 25 contains 293205 members 
Mstep: Class 26 contains 1799 members 
Mstep: Class 27 contains 21326 members 
Mstep: Class 28 contains 1993 members 
Mstep: Class 29 contains 2541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161479664.000000 Penalty: 101876.304688
Iteration 175Q: 30 clusters Score -1.614797e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11134 members 
Mstep: Class 3 contains 20061 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 188453 members 
Mstep: Class 6 contains 21739 members 
Mstep: Class 7 contains 16112 members 
Mstep: Class 8 contains 299742 members 
Mstep: Class 9 contains 7249 members 
Mstep: Class 10 contains 81029 members 
Mstep: Class 11 contains 14097 members 
Mstep: Class 12 contains 48211 members 
Mstep: Class 13 contains 34911 members 
Mstep: Class 14 contains 32458 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 11871 members 
Mstep: Class 18 contains 63585 members 
Mstep: Class 19 contains 11730 members 
Mstep: Class 20 contains 18977 members 
Mstep: Class 21 contains 175586 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22795 members 
Mstep: Class 25 contains 293259 members 
Mstep: Class 26 contains 1801 members 
Mstep: Class 27 contains 21347 members 
Mstep: Class 28 contains 1999 members 
Mstep: Class 29 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161479872.000000 Penalty: 101876.304688
Iteration 176Q: 30 clusters Score -1.614799e+08 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11128 members 
Mstep: Class 3 contains 20019 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 188598 members 
Mstep: Class 6 contains 21732 members 
Mstep: Class 7 contains 16034 members 
Mstep: Class 8 contains 299834 members 
Mstep: Class 9 contains 7227 members 
Mstep: Class 10 contains 81020 members 
Mstep: Class 11 contains 14099 members 
Mstep: Class 12 contains 48201 members 
Mstep: Class 13 contains 34901 members 
Mstep: Class 14 contains 32453 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 17 contains 11867 members 
Mstep: Class 18 contains 63651 members 
Mstep: Class 19 contains 11741 members 
Mstep: Class 20 contains 18971 members 
Mstep: Class 21 contains 175428 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22791 members 
Mstep: Class 25 contains 293282 members 
Mstep: Class 26 contains 1802 members 
Mstep: Class 27 contains 21361 members 
Mstep: Class 28 contains 2001 members 
Mstep: Class 29 contains 2540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161480224.000000 Penalty: 101876.304688
Iteration 177Q: 30 clusters Score -1.614802e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11128 members 
Mstep: Class 3 contains 19975 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 188721 members 
Mstep: Class 6 contains 21723 members 
Mstep: Class 7 contains 15970 members 
Mstep: Class 8 contains 299943 members 
Mstep: Class 9 contains 7203 members 
Mstep: Class 10 contains 80999 members 
Mstep: Class 11 contains 14102 members 
Mstep: Class 12 contains 48192 members 
Mstep: Class 13 contains 34888 members 
Mstep: Class 14 contains 32439 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8670 members 
Mstep: Class 17 contains 11860 members 
Mstep: Class 18 contains 63710 members 
Mstep: Class 19 contains 11747 members 
Mstep: Class 20 contains 18971 members 
Mstep: Class 21 contains 175293 members 
Mstep: Class 22 contains 2244 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22788 members 
Mstep: Class 25 contains 293305 members 
Mstep: Class 26 contains 1805 members 
Mstep: Class 27 contains 21371 members 
Mstep: Class 28 contains 2004 members 
Mstep: Class 29 contains 2542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161480448.000000 Penalty: 101876.304688
Iteration 178Q: 30 clusters Score -1.614804e+08 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11128 members 
Mstep: Class 3 contains 19954 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 188835 members 
Mstep: Class 6 contains 21715 members 
Mstep: Class 7 contains 15909 members 
Mstep: Class 8 contains 300067 members 
Mstep: Class 9 contains 7178 members 
Mstep: Class 10 contains 80981 members 
Mstep: Class 11 contains 14105 members 
Mstep: Class 12 contains 48183 members 
Mstep: Class 13 contains 34878 members 
Mstep: Class 14 contains 32426 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 8669 members 
Mstep: Class 17 contains 11860 members 
Mstep: Class 18 contains 63763 members 
Mstep: Class 19 contains 11754 members 
Mstep: Class 20 contains 18972 members 
Mstep: Class 21 contains 175172 members 
Mstep: Class 22 contains 2244 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22788 members 
Mstep: Class 25 contains 293282 members 
Mstep: Class 26 contains 1806 members 
Mstep: Class 27 contains 21376 members 
Mstep: Class 28 contains 2005 members 
Mstep: Class 29 contains 2542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161480640.000000 Penalty: 101876.304688
Iteration 179Q: 30 clusters Score -1.614806e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11127 members 
Mstep: Class 3 contains 19923 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 188951 members 
Mstep: Class 6 contains 21709 members 
Mstep: Class 7 contains 15833 members 
Mstep: Class 8 contains 300169 members 
Mstep: Class 9 contains 7168 members 
Mstep: Class 10 contains 80991 members 
Mstep: Class 11 contains 14109 members 
Mstep: Class 12 contains 48173 members 
Mstep: Class 13 contains 34868 members 
Mstep: Class 14 contains 32404 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 8671 members 
Mstep: Class 17 contains 11856 members 
Mstep: Class 18 contains 63799 members 
Mstep: Class 19 contains 11764 members 
Mstep: Class 20 contains 18973 members 
Mstep: Class 21 contains 175068 members 
Mstep: Class 22 contains 2244 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22783 members 
Mstep: Class 25 contains 293271 members 
Mstep: Class 26 contains 1806 members 
Mstep: Class 27 contains 21382 members 
Mstep: Class 28 contains 2007 members 
Mstep: Class 29 contains 2543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161480928.000000 Penalty: 101876.304688
Iteration 180F: 30 clusters Score -1.614809e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11124 members 
Mstep: Class 3 contains 19892 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 189128 members 
Mstep: Class 6 contains 21702 members 
Mstep: Class 7 contains 15747 members 
Mstep: Class 8 contains 300252 members 
Mstep: Class 9 contains 7148 members 
Mstep: Class 10 contains 80978 members 
Mstep: Class 11 contains 14105 members 
Mstep: Class 12 contains 48167 members 
Mstep: Class 13 contains 34860 members 
Mstep: Class 14 contains 32391 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 11859 members 
Mstep: Class 18 contains 63854 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 18974 members 
Mstep: Class 21 contains 174954 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22783 members 
Mstep: Class 25 contains 293239 members 
Mstep: Class 26 contains 1808 members 
Mstep: Class 27 contains 21391 members 
Mstep: Class 28 contains 2009 members 
Mstep: Class 29 contains 2543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161481232.000000 Penalty: 101876.304688
Iteration 181Q: 30 clusters Score -1.614812e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11121 members 
Mstep: Class 3 contains 19866 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 189307 members 
Mstep: Class 6 contains 21694 members 
Mstep: Class 7 contains 15673 members 
Mstep: Class 8 contains 300317 members 
Mstep: Class 9 contains 7127 members 
Mstep: Class 10 contains 80981 members 
Mstep: Class 11 contains 14100 members 
Mstep: Class 12 contains 48160 members 
Mstep: Class 13 contains 34849 members 
Mstep: Class 14 contains 32383 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 11854 members 
Mstep: Class 18 contains 63912 members 
Mstep: Class 19 contains 11767 members 
Mstep: Class 20 contains 18981 members 
Mstep: Class 21 contains 174833 members 
Mstep: Class 22 contains 2244 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22791 members 
Mstep: Class 25 contains 293203 members 
Mstep: Class 26 contains 1812 members 
Mstep: Class 27 contains 21390 members 
Mstep: Class 28 contains 2009 members 
Mstep: Class 29 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161481584.000000 Penalty: 101876.304688
Iteration 182Q: 30 clusters Score -1.614816e+08 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11120 members 
Mstep: Class 3 contains 19834 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 189490 members 
Mstep: Class 6 contains 21685 members 
Mstep: Class 7 contains 15593 members 
Mstep: Class 8 contains 300391 members 
Mstep: Class 9 contains 7114 members 
Mstep: Class 10 contains 80993 members 
Mstep: Class 11 contains 14098 members 
Mstep: Class 12 contains 48155 members 
Mstep: Class 13 contains 34836 members 
Mstep: Class 14 contains 32371 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 11849 members 
Mstep: Class 18 contains 63975 members 
Mstep: Class 19 contains 11773 members 
Mstep: Class 20 contains 18989 members 
Mstep: Class 21 contains 174689 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22792 members 
Mstep: Class 25 contains 293175 members 
Mstep: Class 26 contains 1813 members 
Mstep: Class 27 contains 21385 members 
Mstep: Class 28 contains 2010 members 
Mstep: Class 29 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161481680.000000 Penalty: 101876.304688
Iteration 183Q: 30 clusters Score -1.614817e+08 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11120 members 
Mstep: Class 3 contains 19811 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 189696 members 
Mstep: Class 6 contains 21689 members 
Mstep: Class 7 contains 15509 members 
Mstep: Class 8 contains 300496 members 
Mstep: Class 9 contains 7104 members 
Mstep: Class 10 contains 81013 members 
Mstep: Class 11 contains 14099 members 
Mstep: Class 12 contains 48135 members 
Mstep: Class 13 contains 34823 members 
Mstep: Class 14 contains 32354 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 11846 members 
Mstep: Class 18 contains 64028 members 
Mstep: Class 19 contains 11779 members 
Mstep: Class 20 contains 18993 members 
Mstep: Class 21 contains 174505 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22796 members 
Mstep: Class 25 contains 293125 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21381 members 
Mstep: Class 28 contains 2010 members 
Mstep: Class 29 contains 2550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161481856.000000 Penalty: 101876.304688
Iteration 184Q: 30 clusters Score -1.614819e+08 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11119 members 
Mstep: Class 3 contains 19785 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 189921 members 
Mstep: Class 6 contains 21684 members 
Mstep: Class 7 contains 15440 members 
Mstep: Class 8 contains 300505 members 
Mstep: Class 9 contains 7093 members 
Mstep: Class 10 contains 81013 members 
Mstep: Class 11 contains 14101 members 
Mstep: Class 12 contains 48126 members 
Mstep: Class 13 contains 34815 members 
Mstep: Class 14 contains 32348 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8680 members 
Mstep: Class 17 contains 11842 members 
Mstep: Class 18 contains 64079 members 
Mstep: Class 19 contains 11784 members 
Mstep: Class 20 contains 18992 members 
Mstep: Class 21 contains 174309 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22793 members 
Mstep: Class 25 contains 293166 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21377 members 
Mstep: Class 28 contains 2012 members 
Mstep: Class 29 contains 2555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161481952.000000 Penalty: 101876.304688
Iteration 185Q: 30 clusters Score -1.61482e+08 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11122 members 
Mstep: Class 3 contains 19746 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 190206 members 
Mstep: Class 6 contains 21674 members 
Mstep: Class 7 contains 15376 members 
Mstep: Class 8 contains 300491 members 
Mstep: Class 9 contains 7079 members 
Mstep: Class 10 contains 80982 members 
Mstep: Class 11 contains 14099 members 
Mstep: Class 12 contains 48103 members 
Mstep: Class 13 contains 34809 members 
Mstep: Class 14 contains 32339 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 11832 members 
Mstep: Class 18 contains 64127 members 
Mstep: Class 19 contains 11791 members 
Mstep: Class 20 contains 18991 members 
Mstep: Class 21 contains 174179 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22788 members 
Mstep: Class 25 contains 293176 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21375 members 
Mstep: Class 28 contains 2013 members 
Mstep: Class 29 contains 2557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161481680.000000 Penalty: 101876.304688
Iteration 186Q: 30 clusters Score -1.614817e+08 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11125 members 
Mstep: Class 3 contains 19729 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 190502 members 
Mstep: Class 6 contains 21667 members 
Mstep: Class 7 contains 15305 members 
Mstep: Class 8 contains 300545 members 
Mstep: Class 9 contains 7064 members 
Mstep: Class 10 contains 80958 members 
Mstep: Class 11 contains 14095 members 
Mstep: Class 12 contains 48087 members 
Mstep: Class 13 contains 34799 members 
Mstep: Class 14 contains 32326 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 8682 members 
Mstep: Class 17 contains 11832 members 
Mstep: Class 18 contains 64155 members 
Mstep: Class 19 contains 11797 members 
Mstep: Class 20 contains 18994 members 
Mstep: Class 21 contains 174018 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22786 members 
Mstep: Class 25 contains 293125 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21377 members 
Mstep: Class 28 contains 2013 members 
Mstep: Class 29 contains 2558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161481680.000000 Penalty: 101876.304688
Iteration 187Q: 30 clusters Score -1.614817e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11125 members 
Mstep: Class 3 contains 19713 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 190794 members 
Mstep: Class 6 contains 21661 members 
Mstep: Class 7 contains 15233 members 
Mstep: Class 8 contains 300604 members 
Mstep: Class 9 contains 7048 members 
Mstep: Class 10 contains 80917 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 48076 members 
Mstep: Class 13 contains 34794 members 
Mstep: Class 14 contains 32320 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 11834 members 
Mstep: Class 18 contains 64195 members 
Mstep: Class 19 contains 11802 members 
Mstep: Class 20 contains 18990 members 
Mstep: Class 21 contains 173843 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22786 members 
Mstep: Class 25 contains 293090 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21370 members 
Mstep: Class 28 contains 2013 members 
Mstep: Class 29 contains 2560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161482272.000000 Penalty: 101876.304688
Iteration 188Q: 30 clusters Score -1.614823e+08 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11128 members 
Mstep: Class 3 contains 19696 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191098 members 
Mstep: Class 6 contains 21660 members 
Mstep: Class 7 contains 15163 members 
Mstep: Class 8 contains 300638 members 
Mstep: Class 9 contains 7031 members 
Mstep: Class 10 contains 80886 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 48056 members 
Mstep: Class 13 contains 34788 members 
Mstep: Class 14 contains 32296 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 8679 members 
Mstep: Class 17 contains 11833 members 
Mstep: Class 18 contains 64269 members 
Mstep: Class 19 contains 11805 members 
Mstep: Class 20 contains 18984 members 
Mstep: Class 21 contains 173666 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22788 members 
Mstep: Class 25 contains 293040 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21370 members 
Mstep: Class 28 contains 2013 members 
Mstep: Class 29 contains 2563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161482080.000000 Penalty: 101876.304688
Iteration 189Q: 30 clusters Score -1.614821e+08 nChanged 2206
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11129 members 
Mstep: Class 3 contains 19680 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191367 members 
Mstep: Class 6 contains 21661 members 
Mstep: Class 7 contains 15089 members 
Mstep: Class 8 contains 300726 members 
Mstep: Class 9 contains 7017 members 
Mstep: Class 10 contains 80865 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 48036 members 
Mstep: Class 13 contains 34791 members 
Mstep: Class 14 contains 32288 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 11829 members 
Mstep: Class 18 contains 64345 members 
Mstep: Class 19 contains 11807 members 
Mstep: Class 20 contains 18984 members 
Mstep: Class 21 contains 173447 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22787 members 
Mstep: Class 25 contains 292978 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21370 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161482000.000000 Penalty: 101876.304688
Iteration 190Q: 30 clusters Score -1.61482e+08 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11132 members 
Mstep: Class 3 contains 19655 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191619 members 
Mstep: Class 6 contains 21651 members 
Mstep: Class 7 contains 15029 members 
Mstep: Class 8 contains 300797 members 
Mstep: Class 9 contains 6998 members 
Mstep: Class 10 contains 80834 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 48025 members 
Mstep: Class 13 contains 34791 members 
Mstep: Class 14 contains 32276 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 11827 members 
Mstep: Class 18 contains 64440 members 
Mstep: Class 19 contains 11809 members 
Mstep: Class 20 contains 18985 members 
Mstep: Class 21 contains 173245 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22790 members 
Mstep: Class 25 contains 292932 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21365 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161482384.000000 Penalty: 101876.304688
Iteration 191Q: 30 clusters Score -1.614824e+08 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 19630 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 191899 members 
Mstep: Class 6 contains 21646 members 
Mstep: Class 7 contains 14968 members 
Mstep: Class 8 contains 300822 members 
Mstep: Class 9 contains 6973 members 
Mstep: Class 10 contains 80799 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 48003 members 
Mstep: Class 13 contains 34789 members 
Mstep: Class 14 contains 32266 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 11810 members 
Mstep: Class 18 contains 64511 members 
Mstep: Class 19 contains 11810 members 
Mstep: Class 20 contains 18990 members 
Mstep: Class 21 contains 173047 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22793 members 
Mstep: Class 25 contains 292944 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21366 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161482768.000000 Penalty: 101876.304688
Iteration 192Q: 30 clusters Score -1.614828e+08 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11135 members 
Mstep: Class 3 contains 19607 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 192238 members 
Mstep: Class 6 contains 21644 members 
Mstep: Class 7 contains 14895 members 
Mstep: Class 8 contains 300822 members 
Mstep: Class 9 contains 6955 members 
Mstep: Class 10 contains 80764 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 47975 members 
Mstep: Class 13 contains 34785 members 
Mstep: Class 14 contains 32254 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 11806 members 
Mstep: Class 18 contains 64557 members 
Mstep: Class 19 contains 11810 members 
Mstep: Class 20 contains 18990 members 
Mstep: Class 21 contains 172826 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22797 members 
Mstep: Class 25 contains 292972 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21366 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2564 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161483168.000000 Penalty: 101876.304688
Iteration 193Q: 30 clusters Score -1.614832e+08 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11132 members 
Mstep: Class 3 contains 19580 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 192587 members 
Mstep: Class 6 contains 21638 members 
Mstep: Class 7 contains 14816 members 
Mstep: Class 8 contains 300870 members 
Mstep: Class 9 contains 6936 members 
Mstep: Class 10 contains 80740 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 47939 members 
Mstep: Class 13 contains 34784 members 
Mstep: Class 14 contains 32250 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 11794 members 
Mstep: Class 18 contains 64600 members 
Mstep: Class 19 contains 11810 members 
Mstep: Class 20 contains 18988 members 
Mstep: Class 21 contains 172584 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 292980 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21367 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161483200.000000 Penalty: 101876.304688
Iteration 194Q: 30 clusters Score -1.614832e+08 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11132 members 
Mstep: Class 3 contains 19556 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 192934 members 
Mstep: Class 6 contains 21635 members 
Mstep: Class 7 contains 14734 members 
Mstep: Class 8 contains 300839 members 
Mstep: Class 9 contains 6919 members 
Mstep: Class 10 contains 80720 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 47907 members 
Mstep: Class 13 contains 34781 members 
Mstep: Class 14 contains 32255 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 11785 members 
Mstep: Class 18 contains 64640 members 
Mstep: Class 19 contains 11811 members 
Mstep: Class 20 contains 18990 members 
Mstep: Class 21 contains 172371 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22805 members 
Mstep: Class 25 contains 293017 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21366 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2567 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161483680.000000 Penalty: 101876.304688
Iteration 195Q: 30 clusters Score -1.614837e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11132 members 
Mstep: Class 3 contains 19535 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 193304 members 
Mstep: Class 6 contains 21636 members 
Mstep: Class 7 contains 14650 members 
Mstep: Class 8 contains 300768 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 80700 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 47882 members 
Mstep: Class 13 contains 34779 members 
Mstep: Class 14 contains 32246 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 11776 members 
Mstep: Class 18 contains 64685 members 
Mstep: Class 19 contains 11812 members 
Mstep: Class 20 contains 18990 members 
Mstep: Class 21 contains 172132 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22805 members 
Mstep: Class 25 contains 293089 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21370 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161483648.000000 Penalty: 101876.304688
Iteration 196Q: 30 clusters Score -1.614836e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 19519 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 193663 members 
Mstep: Class 6 contains 21627 members 
Mstep: Class 7 contains 14578 members 
Mstep: Class 8 contains 300719 members 
Mstep: Class 9 contains 6890 members 
Mstep: Class 10 contains 80683 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 47865 members 
Mstep: Class 13 contains 34774 members 
Mstep: Class 14 contains 32239 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 11764 members 
Mstep: Class 18 contains 64726 members 
Mstep: Class 19 contains 11813 members 
Mstep: Class 20 contains 18991 members 
Mstep: Class 21 contains 171870 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22805 members 
Mstep: Class 25 contains 293172 members 
Mstep: Class 26 contains 1814 members 
Mstep: Class 27 contains 21368 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161483776.000000 Penalty: 101876.304688
Iteration 197Q: 30 clusters Score -1.614838e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 19507 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 194105 members 
Mstep: Class 6 contains 21621 members 
Mstep: Class 7 contains 14510 members 
Mstep: Class 8 contains 300641 members 
Mstep: Class 9 contains 6867 members 
Mstep: Class 10 contains 80659 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 47855 members 
Mstep: Class 13 contains 34773 members 
Mstep: Class 14 contains 32236 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 11769 members 
Mstep: Class 18 contains 64755 members 
Mstep: Class 19 contains 11813 members 
Mstep: Class 20 contains 18994 members 
Mstep: Class 21 contains 171626 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22804 members 
Mstep: Class 25 contains 293162 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 21370 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2570 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161483776.000000 Penalty: 101876.304688
Iteration 198Q: 30 clusters Score -1.614838e+08 nChanged 2106
Entering ConstructFrom: 
Score: -161483776.000000 Penalty: 101876.304688
Entering ConstructFrom: 
Trying to split cluster 1 (2424 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Entering Unmasked Estep 
Score: -254260.984375 Penalty: 1932.707275
	Iteration 0F: 2 clusters Score -254261 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 1257 members 
Entering Unmasked Estep 
Score: -251395.109375 Penalty: 3865.414551
	Iteration 0F: 3 clusters Score -251395.1 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -252058.062500 Penalty: 3865.414551
	Iteration 1F: 3 clusters Score -252058.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -252350.859375 Penalty: 3865.414551
	Iteration 2F: 3 clusters Score -252350.9 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -252707.531250 Penalty: 3865.414551
	Iteration 3F: 3 clusters Score -252707.5 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -253000.000000 Penalty: 3865.414551
	Iteration 4F: 3 clusters Score -253000 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -253220.421875 Penalty: 3865.414551
	Iteration 5F: 3 clusters Score -253220.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -253355.500000 Penalty: 3865.414551
	Iteration 6Q: 3 clusters Score -253355.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -253440.500000 Penalty: 3865.414551
	Iteration 7Q: 3 clusters Score -253440.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -253511.718750 Penalty: 3865.414551
	Iteration 8Q: 3 clusters Score -253511.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -253567.250000 Penalty: 3865.414551
	Iteration 9Q: 3 clusters Score -253567.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -253602.171875 Penalty: 3865.414551
	Iteration 10Q: 3 clusters Score -253602.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -253645.281250 Penalty: 3865.414551
	Iteration 11Q: 3 clusters Score -253645.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -253674.171875 Penalty: 3865.414551
	Iteration 12Q: 3 clusters Score -253674.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -253711.843750 Penalty: 3865.414551
	Iteration 13Q: 3 clusters Score -253711.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -253802.578125 Penalty: 3865.414551
	Iteration 14Q: 3 clusters Score -253802.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -253924.921875 Penalty: 3865.414551
	Iteration 15Q: 3 clusters Score -253924.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -254079.125000 Penalty: 3865.414551
	Iteration 16Q: 3 clusters Score -254079.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -254237.000000 Penalty: 3865.414551
	Iteration 17Q: 3 clusters Score -254237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -254349.484375 Penalty: 3865.414551
	Iteration 18Q: 3 clusters Score -254349.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -254457.984375 Penalty: 3865.414551
	Iteration 19Q: 3 clusters Score -254458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -254504.093750 Penalty: 3865.414551
	Iteration 20F: 3 clusters Score -254504.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -254593.734375 Penalty: 3865.414551
	Iteration 21Q: 3 clusters Score -254593.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -254902.109375 Penalty: 3865.414551
	Iteration 22Q: 3 clusters Score -254902.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -255346.156250 Penalty: 3865.414551
	Iteration 23Q: 3 clusters Score -255346.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -255597.187500 Penalty: 3865.414551
	Iteration 24Q: 3 clusters Score -255597.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -255629.125000 Penalty: 3865.414551
	Iteration 25Q: 3 clusters Score -255629.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -255652.437500 Penalty: 3865.414551
	Iteration 26Q: 3 clusters Score -255652.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -255679.203125 Penalty: 3865.414551
	Iteration 27Q: 3 clusters Score -255679.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -255757.031250 Penalty: 3865.414551
	Iteration 28Q: 3 clusters Score -255757 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -256012.781250 Penalty: 3865.414551
	Iteration 29Q: 3 clusters Score -256012.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -256109.015625 Penalty: 3865.414551
	Iteration 30Q: 3 clusters Score -256109 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -256122.531250 Penalty: 3865.414551
	Iteration 31Q: 3 clusters Score -256122.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -256142.546875 Penalty: 3865.414551
	Iteration 32Q: 3 clusters Score -256142.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -256153.875000 Penalty: 3865.414551
	Iteration 33Q: 3 clusters Score -256153.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -256158.234375 Penalty: 3865.414551
	Iteration 34Q: 3 clusters Score -256158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -256159.796875 Penalty: 3865.414551
	Iteration 35Q: 3 clusters Score -256159.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -256159.890625 Penalty: 3865.414551
	Iteration 36Q: 3 clusters Score -256159.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -256159.890625 Penalty: 3865.414551
	Iteration 37F: 3 clusters Score -256159.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11134 members 
Mstep: Class 3 contains 19484 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 194529 members 
Mstep: Class 6 contains 21615 members 
Mstep: Class 7 contains 14415 members 
Mstep: Class 8 contains 300617 members 
Mstep: Class 9 contains 6853 members 
Mstep: Class 10 contains 80656 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 47849 members 
Mstep: Class 13 contains 34772 members 
Mstep: Class 14 contains 32229 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 11762 members 
Mstep: Class 18 contains 64784 members 
Mstep: Class 19 contains 11814 members 
Mstep: Class 20 contains 18996 members 
Mstep: Class 21 contains 171412 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22804 members 
Mstep: Class 25 contains 293097 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 21372 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2574 members 
Mstep: Class 30 contains 1645 members 
Entering Unmasked Estep 
Score: -161484256.000000 Penalty: 105389.281250
Splitting cluster 1 changes total score from -161483776.000000 to -161484256.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 2 (11134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Entering Unmasked Estep 
Score: -1241555.000000 Penalty: 2310.804199
	Iteration 0F: 2 clusters Score -1241555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1233152.250000 Penalty: 4621.608398
	Iteration 0F: 3 clusters Score -1233152 nChanged 4685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1235683.750000 Penalty: 4621.608398
	Iteration 1F: 3 clusters Score -1235684 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1236084.500000 Penalty: 4621.608398
	Iteration 2F: 3 clusters Score -1236084 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1236411.375000 Penalty: 4621.608398
	Iteration 3F: 3 clusters Score -1236411 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -1236690.875000 Penalty: 4621.608398
	Iteration 4Q: 3 clusters Score -1236691 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -1236921.125000 Penalty: 4621.608398
	Iteration 5Q: 3 clusters Score -1236921 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1237163.000000 Penalty: 4621.608398
	Iteration 6Q: 3 clusters Score -1237163 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1237382.750000 Penalty: 4621.608398
	Iteration 7Q: 3 clusters Score -1237383 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1237576.375000 Penalty: 4621.608398
	Iteration 8Q: 3 clusters Score -1237576 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -1237750.875000 Penalty: 4621.608398
	Iteration 9Q: 3 clusters Score -1237751 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1237886.750000 Penalty: 4621.608398
	Iteration 10Q: 3 clusters Score -1237887 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1238009.750000 Penalty: 4621.608398
	Iteration 11Q: 3 clusters Score -1238010 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -1238104.625000 Penalty: 4621.608398
	Iteration 12Q: 3 clusters Score -1238105 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1238193.875000 Penalty: 4621.608398
	Iteration 13Q: 3 clusters Score -1238194 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -1238273.500000 Penalty: 4621.608398
	Iteration 14Q: 3 clusters Score -1238274 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1238350.125000 Penalty: 4621.608398
	Iteration 15Q: 3 clusters Score -1238350 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -1238423.750000 Penalty: 4621.608398
	Iteration 16Q: 3 clusters Score -1238424 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -1238518.125000 Penalty: 4621.608398
	Iteration 17Q: 3 clusters Score -1238518 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1238623.875000 Penalty: 4621.608398
	Iteration 18Q: 3 clusters Score -1238624 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1238736.750000 Penalty: 4621.608398
	Iteration 19Q: 3 clusters Score -1238737 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1238859.000000 Penalty: 4621.608398
	Iteration 20F: 3 clusters Score -1238859 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 8627 members 
Entering Unmasked Estep 
Score: -1239002.250000 Penalty: 4621.608398
	Iteration 21Q: 3 clusters Score -1239002 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -1239151.000000 Penalty: 4621.608398
	Iteration 22Q: 3 clusters Score -1239151 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -1239301.625000 Penalty: 4621.608398
	Iteration 23Q: 3 clusters Score -1239302 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1239439.000000 Penalty: 4621.608398
	Iteration 24Q: 3 clusters Score -1239439 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -1239578.875000 Penalty: 4621.608398
	Iteration 25Q: 3 clusters Score -1239579 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -1239694.250000 Penalty: 4621.608398
	Iteration 26Q: 3 clusters Score -1239694 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -1239796.375000 Penalty: 4621.608398
	Iteration 27Q: 3 clusters Score -1239796 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1239892.250000 Penalty: 4621.608398
	Iteration 28Q: 3 clusters Score -1239892 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -1239967.375000 Penalty: 4621.608398
	Iteration 29Q: 3 clusters Score -1239967 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1240019.750000 Penalty: 4621.608398
	Iteration 30Q: 3 clusters Score -1240020 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1240066.250000 Penalty: 4621.608398
	Iteration 31Q: 3 clusters Score -1240066 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -1240106.000000 Penalty: 4621.608398
	Iteration 32Q: 3 clusters Score -1240106 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -1240136.125000 Penalty: 4621.608398
	Iteration 33Q: 3 clusters Score -1240136 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1240165.750000 Penalty: 4621.608398
	Iteration 34Q: 3 clusters Score -1240166 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -1240187.500000 Penalty: 4621.608398
	Iteration 35Q: 3 clusters Score -1240188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -1240210.375000 Penalty: 4621.608398
	Iteration 36Q: 3 clusters Score -1240210 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -1240232.875000 Penalty: 4621.608398
	Iteration 37Q: 3 clusters Score -1240233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -1240247.125000 Penalty: 4621.608398
	Iteration 38Q: 3 clusters Score -1240247 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
Score: -1240268.875000 Penalty: 4621.608398
	Iteration 39Q: 3 clusters Score -1240269 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1240290.625000 Penalty: 4621.608398
	Iteration 40F: 3 clusters Score -1240291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1240304.000000 Penalty: 4621.608398
	Iteration 41Q: 3 clusters Score -1240304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -1240318.875000 Penalty: 4621.608398
	Iteration 42Q: 3 clusters Score -1240319 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1240328.125000 Penalty: 4621.608398
	Iteration 43Q: 3 clusters Score -1240328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -1240336.625000 Penalty: 4621.608398
	Iteration 44Q: 3 clusters Score -1240337 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -1240339.750000 Penalty: 4621.608398
	Iteration 45Q: 3 clusters Score -1240340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1240344.750000 Penalty: 4621.608398
	Iteration 46Q: 3 clusters Score -1240345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1240344.875000 Penalty: 4621.608398
	Iteration 47Q: 3 clusters Score -1240345 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1240346.000000 Penalty: 4621.608398
	Iteration 48Q: 3 clusters Score -1240346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1240348.625000 Penalty: 4621.608398
	Iteration 49Q: 3 clusters Score -1240349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1240348.375000 Penalty: 4621.608398
	Iteration 50Q: 3 clusters Score -1240348 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1240348.375000 Penalty: 4621.608398
	Iteration 51F: 3 clusters Score -1240348 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (19484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Entering Unmasked Estep 
Score: -2339329.750000 Penalty: 2449.582520
	Iteration 0F: 2 clusters Score -2339330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2325557.000000 Penalty: 4899.165039
	Iteration 0F: 3 clusters Score -2325557 nChanged 8494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -2330098.250000 Penalty: 4899.165039
	Iteration 1F: 3 clusters Score -2330098 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2330469.750000 Penalty: 4899.165039
	Iteration 2F: 3 clusters Score -2330470 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -2330747.750000 Penalty: 4899.165039
	Iteration 3Q: 3 clusters Score -2330748 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -2331011.250000 Penalty: 4899.165039
	Iteration 4Q: 3 clusters Score -2331011 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2331272.500000 Penalty: 4899.165039
	Iteration 5Q: 3 clusters Score -2331272 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -2331569.750000 Penalty: 4899.165039
	Iteration 6Q: 3 clusters Score -2331570 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -2331927.500000 Penalty: 4899.165039
	Iteration 7Q: 3 clusters Score -2331928 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 12282 members 
Entering Unmasked Estep 
Score: -2332301.500000 Penalty: 4899.165039
	Iteration 8Q: 3 clusters Score -2332302 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 12885 members 
Entering Unmasked Estep 
Score: -2332727.250000 Penalty: 4899.165039
	Iteration 9Q: 3 clusters Score -2332727 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2333246.250000 Penalty: 4899.165039
	Iteration 10Q: 3 clusters Score -2333246 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2333841.250000 Penalty: 4899.165039
	Iteration 11Q: 3 clusters Score -2333841 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -2334426.750000 Penalty: 4899.165039
	Iteration 12Q: 3 clusters Score -2334427 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -2335014.000000 Penalty: 4899.165039
	Iteration 13Q: 3 clusters Score -2335014 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2335472.000000 Penalty: 4899.165039
	Iteration 14Q: 3 clusters Score -2335472 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -2335812.250000 Penalty: 4899.165039
	Iteration 15Q: 3 clusters Score -2335812 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -2336071.500000 Penalty: 4899.165039
	Iteration 16Q: 3 clusters Score -2336072 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2336281.750000 Penalty: 4899.165039
	Iteration 17Q: 3 clusters Score -2336282 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2336460.750000 Penalty: 4899.165039
	Iteration 18Q: 3 clusters Score -2336461 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -2336596.750000 Penalty: 4899.165039
	Iteration 19Q: 3 clusters Score -2336597 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -2336692.000000 Penalty: 4899.165039
	Iteration 20F: 3 clusters Score -2336692 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2336772.750000 Penalty: 4899.165039
	Iteration 21Q: 3 clusters Score -2336773 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2336855.750000 Penalty: 4899.165039
	Iteration 22Q: 3 clusters Score -2336856 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 18343 members 
Entering Unmasked Estep 
Score: -2336920.000000 Penalty: 4899.165039
	Iteration 23Q: 3 clusters Score -2336920 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2336964.500000 Penalty: 4899.165039
	Iteration 24Q: 3 clusters Score -2336964 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2336996.750000 Penalty: 4899.165039
	Iteration 25Q: 3 clusters Score -2336997 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2337019.000000 Penalty: 4899.165039
	Iteration 26Q: 3 clusters Score -2337019 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2337045.000000 Penalty: 4899.165039
	Iteration 27Q: 3 clusters Score -2337045 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2337069.750000 Penalty: 4899.165039
	Iteration 28Q: 3 clusters Score -2337070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2337090.750000 Penalty: 4899.165039
	Iteration 29Q: 3 clusters Score -2337091 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -2337112.250000 Penalty: 4899.165039
	Iteration 30Q: 3 clusters Score -2337112 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -2337124.750000 Penalty: 4899.165039
	Iteration 31Q: 3 clusters Score -2337125 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2337133.500000 Penalty: 4899.165039
	Iteration 32Q: 3 clusters Score -2337134 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -2337148.000000 Penalty: 4899.165039
	Iteration 33Q: 3 clusters Score -2337148 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -2337167.250000 Penalty: 4899.165039
	Iteration 34Q: 3 clusters Score -2337167 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2337174.250000 Penalty: 4899.165039
	Iteration 35Q: 3 clusters Score -2337174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -2337178.250000 Penalty: 4899.165039
	Iteration 36Q: 3 clusters Score -2337178 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 18792 members 
Entering Unmasked Estep 
Score: -2337180.000000 Penalty: 4899.165039
	Iteration 37Q: 3 clusters Score -2337180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -2337189.250000 Penalty: 4899.165039
	Iteration 38Q: 3 clusters Score -2337189 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -2337192.750000 Penalty: 4899.165039
	Iteration 39Q: 3 clusters Score -2337193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2337194.000000 Penalty: 4899.165039
	Iteration 40F: 3 clusters Score -2337194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2337194.750000 Penalty: 4899.165039
	Iteration 41Q: 3 clusters Score -2337195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2337196.750000 Penalty: 4899.165039
	Iteration 42Q: 3 clusters Score -2337197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2337200.500000 Penalty: 4899.165039
	Iteration 43Q: 3 clusters Score -2337200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2337205.500000 Penalty: 4899.165039
	Iteration 44Q: 3 clusters Score -2337206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2337206.500000 Penalty: 4899.165039
	Iteration 45Q: 3 clusters Score -2337206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2337209.750000 Penalty: 4899.165039
	Iteration 46Q: 3 clusters Score -2337210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -2337215.250000 Penalty: 4899.165039
	Iteration 47Q: 3 clusters Score -2337215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2337219.750000 Penalty: 4899.165039
	Iteration 48Q: 3 clusters Score -2337220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -2337220.250000 Penalty: 4899.165039
	Iteration 49Q: 3 clusters Score -2337220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
Score: -2337220.500000 Penalty: 4899.165039
	Iteration 50Q: 3 clusters Score -2337220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2337223.500000 Penalty: 4899.165039
	Iteration 51Q: 3 clusters Score -2337224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -2337228.500000 Penalty: 4899.165039
	Iteration 52Q: 3 clusters Score -2337228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -2337230.250000 Penalty: 4899.165039
	Iteration 53Q: 3 clusters Score -2337230 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2337233.500000 Penalty: 4899.165039
	Iteration 54Q: 3 clusters Score -2337234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18849 members 
Entering Unmasked Estep 
Score: -2337236.250000 Penalty: 4899.165039
	Iteration 55Q: 3 clusters Score -2337236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -2337233.250000 Penalty: 4899.165039
	Iteration 56Q: 3 clusters Score -2337233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2337233.000000 Penalty: 4899.165039
	Iteration 57Q: 3 clusters Score -2337233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2337235.000000 Penalty: 4899.165039
	Iteration 58Q: 3 clusters Score -2337235 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2337235.000000 Penalty: 4899.165039
	Iteration 59F: 3 clusters Score -2337235 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -46832.187500 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -46832.19 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 253 members 
Entering Unmasked Estep 
Score: -45370.988281 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -45370.99 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -45628.265625 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -45628.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -45741.800781 Penalty: 3059.088379
	Iteration 2Q: 3 clusters Score -45741.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -45804.277344 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -45804.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -45843.570312 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -45843.57 nChanged 7
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: -45874.746094 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -45874.75 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -45909.800781 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -45909.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45917.460938 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -45917.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45918.398438 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -45918.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45918.859375 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -45918.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45919.457031 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -45919.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -45919.457031 Penalty: 3059.088379
	Iteration 11F: 3 clusters Score -45919.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (194529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194529 members 
Entering Unmasked Estep 
Score: -22940458.000000 Penalty: 3020.227295
	Iteration 0F: 2 clusters Score -2.294046e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97363 members 
Mstep: Class 2 contains 97166 members 
Entering Unmasked Estep 
Score: -22812952.000000 Penalty: 6040.454590
	Iteration 0F: 3 clusters Score -2.281295e+07 nChanged 93716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99377 members 
Mstep: Class 2 contains 95152 members 
Entering Unmasked Estep 
Score: -22867442.000000 Penalty: 6040.454590
	Iteration 1F: 3 clusters Score -2.286744e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100564 members 
Mstep: Class 2 contains 93965 members 
Entering Unmasked Estep 
Score: -22868590.000000 Penalty: 6040.454590
	Iteration 2Q: 3 clusters Score -2.286859e+07 nChanged 5726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102520 members 
Mstep: Class 2 contains 92009 members 
Entering Unmasked Estep 
Score: -22870192.000000 Penalty: 6040.454590
	Iteration 3Q: 3 clusters Score -2.287019e+07 nChanged 7028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105680 members 
Mstep: Class 2 contains 88849 members 
Entering Unmasked Estep 
Score: -22872772.000000 Penalty: 6040.454590
	Iteration 4Q: 3 clusters Score -2.287277e+07 nChanged 9312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110802 members 
Mstep: Class 2 contains 83727 members 
Entering Unmasked Estep 
Score: -22877426.000000 Penalty: 6040.454590
	Iteration 5Q: 3 clusters Score -2.287743e+07 nChanged 12127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118427 members 
Mstep: Class 2 contains 76102 members 
Entering Unmasked Estep 
Score: -22885208.000000 Penalty: 6040.454590
	Iteration 6F: 3 clusters Score -2.288521e+07 nChanged 14901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128724 members 
Mstep: Class 2 contains 65805 members 
Entering Unmasked Estep 
Score: -22896918.000000 Penalty: 6040.454590
	Iteration 7F: 3 clusters Score -2.289692e+07 nChanged 15609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139713 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -22912102.000000 Penalty: 6040.454590
	Iteration 8F: 3 clusters Score -2.29121e+07 nChanged 12886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147647 members 
Mstep: Class 2 contains 46882 members 
Entering Unmasked Estep 
Score: -22924158.000000 Penalty: 6040.454590
	Iteration 9F: 3 clusters Score -2.292416e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151986 members 
Mstep: Class 2 contains 42543 members 
Entering Unmasked Estep 
Score: -22929568.000000 Penalty: 6040.454590
	Iteration 10Q: 3 clusters Score -2.292957e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155483 members 
Mstep: Class 2 contains 39046 members 
Entering Unmasked Estep 
Score: -22931816.000000 Penalty: 6040.454590
	Iteration 11Q: 3 clusters Score -2.293182e+07 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158776 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -22933108.000000 Penalty: 6040.454590
	Iteration 12Q: 3 clusters Score -2.293311e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162054 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -22934298.000000 Penalty: 6040.454590
	Iteration 13Q: 3 clusters Score -2.29343e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 29200 members 
Entering Unmasked Estep 
Score: -22935020.000000 Penalty: 6040.454590
	Iteration 14Q: 3 clusters Score -2.293502e+07 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168564 members 
Mstep: Class 2 contains 25965 members 
Entering Unmasked Estep 
Score: -22935704.000000 Penalty: 6040.454590
	Iteration 15Q: 3 clusters Score -2.29357e+07 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171577 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -22936254.000000 Penalty: 6040.454590
	Iteration 16Q: 3 clusters Score -2.293625e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174362 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -22936776.000000 Penalty: 6040.454590
	Iteration 17Q: 3 clusters Score -2.293678e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176942 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -22937284.000000 Penalty: 6040.454590
	Iteration 18Q: 3 clusters Score -2.293728e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179364 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -22937596.000000 Penalty: 6040.454590
	Iteration 19Q: 3 clusters Score -2.29376e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181571 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -22937996.000000 Penalty: 6040.454590
	Iteration 20F: 3 clusters Score -2.2938e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183478 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -22938136.000000 Penalty: 6040.454590
	Iteration 21Q: 3 clusters Score -2.293814e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185108 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -22938352.000000 Penalty: 6040.454590
	Iteration 22Q: 3 clusters Score -2.293835e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186555 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -22938414.000000 Penalty: 6040.454590
	Iteration 23Q: 3 clusters Score -2.293841e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187717 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -22938620.000000 Penalty: 6040.454590
	Iteration 24Q: 3 clusters Score -2.293862e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188655 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -22938642.000000 Penalty: 6040.454590
	Iteration 25Q: 3 clusters Score -2.293864e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189427 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -22938600.000000 Penalty: 6040.454590
	Iteration 26Q: 3 clusters Score -2.29386e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190049 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -22938638.000000 Penalty: 6040.454590
	Iteration 27Q: 3 clusters Score -2.293864e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190578 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -22938606.000000 Penalty: 6040.454590
	Iteration 28Q: 3 clusters Score -2.293861e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191021 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -22938604.000000 Penalty: 6040.454590
	Iteration 29Q: 3 clusters Score -2.29386e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191374 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -22938658.000000 Penalty: 6040.454590
	Iteration 30Q: 3 clusters Score -2.293866e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191678 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -22938660.000000 Penalty: 6040.454590
	Iteration 31Q: 3 clusters Score -2.293866e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191926 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -22938606.000000 Penalty: 6040.454590
	Iteration 32Q: 3 clusters Score -2.293861e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192114 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -22938666.000000 Penalty: 6040.454590
	Iteration 33Q: 3 clusters Score -2.293867e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192272 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -22938608.000000 Penalty: 6040.454590
	Iteration 34Q: 3 clusters Score -2.293861e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192402 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -22938590.000000 Penalty: 6040.454590
	Iteration 35Q: 3 clusters Score -2.293859e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192499 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -22938632.000000 Penalty: 6040.454590
	Iteration 36Q: 3 clusters Score -2.293863e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192584 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -22938664.000000 Penalty: 6040.454590
	Iteration 37Q: 3 clusters Score -2.293866e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192662 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -22938686.000000 Penalty: 6040.454590
	Iteration 38Q: 3 clusters Score -2.293869e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192720 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -22938670.000000 Penalty: 6040.454590
	Iteration 39Q: 3 clusters Score -2.293867e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192771 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -22938660.000000 Penalty: 6040.454590
	Iteration 40F: 3 clusters Score -2.293866e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192814 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -22938636.000000 Penalty: 6040.454590
	Iteration 41Q: 3 clusters Score -2.293864e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192854 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -22938684.000000 Penalty: 6040.454590
	Iteration 42Q: 3 clusters Score -2.293868e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192889 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -22938658.000000 Penalty: 6040.454590
	Iteration 43Q: 3 clusters Score -2.293866e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192921 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -22938648.000000 Penalty: 6040.454590
	Iteration 44Q: 3 clusters Score -2.293865e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192946 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -22938636.000000 Penalty: 6040.454590
	Iteration 45Q: 3 clusters Score -2.293864e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192978 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -22938628.000000 Penalty: 6040.454590
	Iteration 46Q: 3 clusters Score -2.293863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192999 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -22938644.000000 Penalty: 6040.454590
	Iteration 47Q: 3 clusters Score -2.293864e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193017 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -22938646.000000 Penalty: 6040.454590
	Iteration 48Q: 3 clusters Score -2.293865e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193036 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -22938626.000000 Penalty: 6040.454590
	Iteration 49Q: 3 clusters Score -2.293863e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193057 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -22938628.000000 Penalty: 6040.454590
	Iteration 50Q: 3 clusters Score -2.293863e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193073 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -22938628.000000 Penalty: 6040.454590
	Iteration 51Q: 3 clusters Score -2.293863e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193088 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -22938636.000000 Penalty: 6040.454590
	Iteration 52Q: 3 clusters Score -2.293864e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193107 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -22938606.000000 Penalty: 6040.454590
	Iteration 53Q: 3 clusters Score -2.293861e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193124 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -22938608.000000 Penalty: 6040.454590
	Iteration 54Q: 3 clusters Score -2.293861e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193136 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -22938616.000000 Penalty: 6040.454590
	Iteration 55Q: 3 clusters Score -2.293862e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193153 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -22938616.000000 Penalty: 6040.454590
	Iteration 56Q: 3 clusters Score -2.293862e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193167 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -22938600.000000 Penalty: 6040.454590
	Iteration 57Q: 3 clusters Score -2.29386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193179 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -22938600.000000 Penalty: 6040.454590
	Iteration 58Q: 3 clusters Score -2.29386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193187 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -22938616.000000 Penalty: 6040.454590
	Iteration 59Q: 3 clusters Score -2.293862e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193198 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -22938632.000000 Penalty: 6040.454590
	Iteration 60F: 3 clusters Score -2.293863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193201 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -22938626.000000 Penalty: 6040.454590
	Iteration 61Q: 3 clusters Score -2.293863e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193206 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -22938636.000000 Penalty: 6040.454590
	Iteration 62Q: 3 clusters Score -2.293864e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193209 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -22938628.000000 Penalty: 6040.454590
	Iteration 63Q: 3 clusters Score -2.293863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193208 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -22938646.000000 Penalty: 6040.454590
	Iteration 64Q: 3 clusters Score -2.293865e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193210 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -22938632.000000 Penalty: 6040.454590
	Iteration 65Q: 3 clusters Score -2.293863e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193214 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -22938638.000000 Penalty: 6040.454590
	Iteration 66Q: 3 clusters Score -2.293864e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193219 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -22938624.000000 Penalty: 6040.454590
	Iteration 67Q: 3 clusters Score -2.293862e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193222 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -22938626.000000 Penalty: 6040.454590
	Iteration 68Q: 3 clusters Score -2.293863e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193225 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -22938618.000000 Penalty: 6040.454590
	Iteration 69Q: 3 clusters Score -2.293862e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193228 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -22938630.000000 Penalty: 6040.454590
	Iteration 70Q: 3 clusters Score -2.293863e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193229 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -22938624.000000 Penalty: 6040.454590
	Iteration 71Q: 3 clusters Score -2.293862e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193229 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -22938624.000000 Penalty: 6040.454590
	Iteration 72F: 3 clusters Score -2.293862e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Entering Unmasked Estep 
Score: -2373397.250000 Penalty: 2475.323486
	Iteration 0F: 2 clusters Score -2373397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -2358406.000000 Penalty: 4950.646973
	Iteration 0F: 3 clusters Score -2358406 nChanged 9447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2363944.500000 Penalty: 4950.646973
	Iteration 1F: 3 clusters Score -2363944 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -2364913.000000 Penalty: 4950.646973
	Iteration 2F: 3 clusters Score -2364913 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2365949.250000 Penalty: 4950.646973
	Iteration 3F: 3 clusters Score -2365949 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -2366905.500000 Penalty: 4950.646973
	Iteration 4F: 3 clusters Score -2366906 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 11434 members 
Entering Unmasked Estep 
Score: -2367721.250000 Penalty: 4950.646973
	Iteration 5F: 3 clusters Score -2367721 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -2368413.250000 Penalty: 4950.646973
	Iteration 6F: 3 clusters Score -2368413 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2368950.500000 Penalty: 4950.646973
	Iteration 7Q: 3 clusters Score -2368950 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 12146 members 
Entering Unmasked Estep 
Score: -2369371.250000 Penalty: 4950.646973
	Iteration 8Q: 3 clusters Score -2369371 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 12359 members 
Entering Unmasked Estep 
Score: -2369727.500000 Penalty: 4950.646973
	Iteration 9Q: 3 clusters Score -2369728 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 12558 members 
Entering Unmasked Estep 
Score: -2369984.500000 Penalty: 4950.646973
	Iteration 10Q: 3 clusters Score -2369984 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -2370215.250000 Penalty: 4950.646973
	Iteration 11Q: 3 clusters Score -2370215 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2370409.250000 Penalty: 4950.646973
	Iteration 12Q: 3 clusters Score -2370409 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2370574.750000 Penalty: 4950.646973
	Iteration 13Q: 3 clusters Score -2370575 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -2370712.000000 Penalty: 4950.646973
	Iteration 14Q: 3 clusters Score -2370712 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -2370838.750000 Penalty: 4950.646973
	Iteration 15Q: 3 clusters Score -2370839 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -2370921.000000 Penalty: 4950.646973
	Iteration 16Q: 3 clusters Score -2370921 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 13836 members 
Entering Unmasked Estep 
Score: -2371020.250000 Penalty: 4950.646973
	Iteration 17Q: 3 clusters Score -2371020 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -2371081.500000 Penalty: 4950.646973
	Iteration 18Q: 3 clusters Score -2371082 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -2371152.250000 Penalty: 4950.646973
	Iteration 19Q: 3 clusters Score -2371152 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -2371219.000000 Penalty: 4950.646973
	Iteration 20F: 3 clusters Score -2371219 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -2371277.250000 Penalty: 4950.646973
	Iteration 21Q: 3 clusters Score -2371277 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2371329.500000 Penalty: 4950.646973
	Iteration 22Q: 3 clusters Score -2371330 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2371356.000000 Penalty: 4950.646973
	Iteration 23Q: 3 clusters Score -2371356 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2371388.000000 Penalty: 4950.646973
	Iteration 24Q: 3 clusters Score -2371388 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -2371418.250000 Penalty: 4950.646973
	Iteration 25Q: 3 clusters Score -2371418 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -2371436.500000 Penalty: 4950.646973
	Iteration 26Q: 3 clusters Score -2371436 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -2371457.250000 Penalty: 4950.646973
	Iteration 27Q: 3 clusters Score -2371457 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2371479.500000 Penalty: 4950.646973
	Iteration 28Q: 3 clusters Score -2371480 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2371494.750000 Penalty: 4950.646973
	Iteration 29Q: 3 clusters Score -2371495 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -2371507.000000 Penalty: 4950.646973
	Iteration 30Q: 3 clusters Score -2371507 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -2371521.250000 Penalty: 4950.646973
	Iteration 31Q: 3 clusters Score -2371521 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -2371526.750000 Penalty: 4950.646973
	Iteration 32Q: 3 clusters Score -2371527 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2371523.000000 Penalty: 4950.646973
	Iteration 33Q: 3 clusters Score -2371523 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -2371536.250000 Penalty: 4950.646973
	Iteration 34Q: 3 clusters Score -2371536 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2371537.500000 Penalty: 4950.646973
	Iteration 35Q: 3 clusters Score -2371538 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 15740 members 
Entering Unmasked Estep 
Score: -2371545.000000 Penalty: 4950.646973
	Iteration 36Q: 3 clusters Score -2371545 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2371556.250000 Penalty: 4950.646973
	Iteration 37Q: 3 clusters Score -2371556 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 15823 members 
Entering Unmasked Estep 
Score: -2371559.250000 Penalty: 4950.646973
	Iteration 38Q: 3 clusters Score -2371559 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -2371564.500000 Penalty: 4950.646973
	Iteration 39Q: 3 clusters Score -2371564 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -2371566.750000 Penalty: 4950.646973
	Iteration 40F: 3 clusters Score -2371567 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2371565.000000 Penalty: 4950.646973
	Iteration 41Q: 3 clusters Score -2371565 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -2371574.250000 Penalty: 4950.646973
	Iteration 42Q: 3 clusters Score -2371574 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2371579.250000 Penalty: 4950.646973
	Iteration 43Q: 3 clusters Score -2371579 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 15987 members 
Entering Unmasked Estep 
Score: -2371582.750000 Penalty: 4950.646973
	Iteration 44Q: 3 clusters Score -2371583 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 16010 members 
Entering Unmasked Estep 
Score: -2371588.250000 Penalty: 4950.646973
	Iteration 45Q: 3 clusters Score -2371588 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2371589.000000 Penalty: 4950.646973
	Iteration 46Q: 3 clusters Score -2371589 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 16049 members 
Entering Unmasked Estep 
Score: -2371590.250000 Penalty: 4950.646973
	Iteration 47Q: 3 clusters Score -2371590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -2371596.000000 Penalty: 4950.646973
	Iteration 48Q: 3 clusters Score -2371596 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 16092 members 
Entering Unmasked Estep 
Score: -2371597.000000 Penalty: 4950.646973
	Iteration 49Q: 3 clusters Score -2371597 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -2371591.250000 Penalty: 4950.646973
	Iteration 50Q: 3 clusters Score -2371591 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2371594.250000 Penalty: 4950.646973
	Iteration 51Q: 3 clusters Score -2371594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2371594.000000 Penalty: 4950.646973
	Iteration 52Q: 3 clusters Score -2371594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 16187 members 
Entering Unmasked Estep 
Score: -2371600.000000 Penalty: 4950.646973
	Iteration 53Q: 3 clusters Score -2371600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -2371605.000000 Penalty: 4950.646973
	Iteration 54Q: 3 clusters Score -2371605 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -2371610.750000 Penalty: 4950.646973
	Iteration 55Q: 3 clusters Score -2371611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -2371611.250000 Penalty: 4950.646973
	Iteration 56Q: 3 clusters Score -2371611 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2371621.250000 Penalty: 4950.646973
	Iteration 57Q: 3 clusters Score -2371621 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 16297 members 
Entering Unmasked Estep 
Score: -2371624.750000 Penalty: 4950.646973
	Iteration 58Q: 3 clusters Score -2371625 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 16316 members 
Entering Unmasked Estep 
Score: -2371623.750000 Penalty: 4950.646973
	Iteration 59Q: 3 clusters Score -2371624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -2371624.750000 Penalty: 4950.646973
	Iteration 60F: 3 clusters Score -2371625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2371621.250000 Penalty: 4950.646973
	Iteration 61Q: 3 clusters Score -2371621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 16367 members 
Entering Unmasked Estep 
Score: -2371625.000000 Penalty: 4950.646973
	Iteration 62Q: 3 clusters Score -2371625 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 16383 members 
Entering Unmasked Estep 
Score: -2371628.000000 Penalty: 4950.646973
	Iteration 63Q: 3 clusters Score -2371628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -2371628.500000 Penalty: 4950.646973
	Iteration 64Q: 3 clusters Score -2371628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 16395 members 
Entering Unmasked Estep 
Score: -2371629.250000 Penalty: 4950.646973
	Iteration 65Q: 3 clusters Score -2371629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -2371628.750000 Penalty: 4950.646973
	Iteration 66Q: 3 clusters Score -2371629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 16411 members 
Entering Unmasked Estep 
Score: -2371630.250000 Penalty: 4950.646973
	Iteration 67Q: 3 clusters Score -2371630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -2371635.750000 Penalty: 4950.646973
	Iteration 68Q: 3 clusters Score -2371636 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 16435 members 
Entering Unmasked Estep 
Score: -2371636.250000 Penalty: 4950.646973
	Iteration 69Q: 3 clusters Score -2371636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 16442 members 
Entering Unmasked Estep 
Score: -2371636.250000 Penalty: 4950.646973
	Iteration 70Q: 3 clusters Score -2371636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2371634.500000 Penalty: 4950.646973
	Iteration 71Q: 3 clusters Score -2371634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -2371634.500000 Penalty: 4950.646973
	Iteration 72Q: 3 clusters Score -2371634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -2371636.500000 Penalty: 4950.646973
	Iteration 73Q: 3 clusters Score -2371636 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2371637.000000 Penalty: 4950.646973
	Iteration 74Q: 3 clusters Score -2371637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -2371632.500000 Penalty: 4950.646973
	Iteration 75Q: 3 clusters Score -2371632 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2371632.750000 Penalty: 4950.646973
	Iteration 76Q: 3 clusters Score -2371633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2371640.250000 Penalty: 4950.646973
	Iteration 77Q: 3 clusters Score -2371640 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -2371633.500000 Penalty: 4950.646973
	Iteration 78Q: 3 clusters Score -2371634 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -2371637.500000 Penalty: 4950.646973
	Iteration 79Q: 3 clusters Score -2371638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 16514 members 
Entering Unmasked Estep 
Score: -2371632.750000 Penalty: 4950.646973
	Iteration 80F: 3 clusters Score -2371633 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -2371639.000000 Penalty: 4950.646973
	Iteration 81Q: 3 clusters Score -2371639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2371641.000000 Penalty: 4950.646973
	Iteration 82Q: 3 clusters Score -2371641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 16564 members 
Entering Unmasked Estep 
Score: -2371649.500000 Penalty: 4950.646973
	Iteration 83Q: 3 clusters Score -2371650 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 16572 members 
Entering Unmasked Estep 
Score: -2371648.250000 Penalty: 4950.646973
	Iteration 84Q: 3 clusters Score -2371648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2371656.750000 Penalty: 4950.646973
	Iteration 85Q: 3 clusters Score -2371657 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -2371651.750000 Penalty: 4950.646973
	Iteration 86Q: 3 clusters Score -2371652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -2371654.250000 Penalty: 4950.646973
	Iteration 87Q: 3 clusters Score -2371654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2371653.750000 Penalty: 4950.646973
	Iteration 88Q: 3 clusters Score -2371654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -2371654.000000 Penalty: 4950.646973
	Iteration 89Q: 3 clusters Score -2371654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 16611 members 
Entering Unmasked Estep 
Score: -2371652.000000 Penalty: 4950.646973
	Iteration 90Q: 3 clusters Score -2371652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -2371652.500000 Penalty: 4950.646973
	Iteration 91Q: 3 clusters Score -2371652 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -2371655.750000 Penalty: 4950.646973
	Iteration 92Q: 3 clusters Score -2371656 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2371656.500000 Penalty: 4950.646973
	Iteration 93Q: 3 clusters Score -2371656 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -2371656.500000 Penalty: 4950.646973
	Iteration 94F: 3 clusters Score -2371656 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (14415 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Entering Unmasked Estep 
Score: -1614971.875000 Penalty: 2374.854248
	Iteration 0F: 2 clusters Score -1614972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1604488.250000 Penalty: 4749.708496
	Iteration 0F: 3 clusters Score -1604488 nChanged 6141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -1608064.500000 Penalty: 4749.708496
	Iteration 1F: 3 clusters Score -1608064 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1608879.500000 Penalty: 4749.708496
	Iteration 2F: 3 clusters Score -1608880 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -1609844.125000 Penalty: 4749.708496
	Iteration 3F: 3 clusters Score -1609844 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1610911.750000 Penalty: 4749.708496
	Iteration 4F: 3 clusters Score -1610912 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -1611867.125000 Penalty: 4749.708496
	Iteration 5F: 3 clusters Score -1611867 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -1612785.250000 Penalty: 4749.708496
	Iteration 6F: 3 clusters Score -1612785 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1613413.500000 Penalty: 4749.708496
	Iteration 7F: 3 clusters Score -1613414 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1613776.750000 Penalty: 4749.708496
	Iteration 8Q: 3 clusters Score -1613777 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1613922.125000 Penalty: 4749.708496
	Iteration 9Q: 3 clusters Score -1613922 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1613985.125000 Penalty: 4749.708496
	Iteration 10Q: 3 clusters Score -1613985 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -1614023.375000 Penalty: 4749.708496
	Iteration 11Q: 3 clusters Score -1614023 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -1614045.750000 Penalty: 4749.708496
	Iteration 12Q: 3 clusters Score -1614046 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -1614065.500000 Penalty: 4749.708496
	Iteration 13Q: 3 clusters Score -1614066 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1614081.500000 Penalty: 4749.708496
	Iteration 14Q: 3 clusters Score -1614082 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1614087.250000 Penalty: 4749.708496
	Iteration 15Q: 3 clusters Score -1614087 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1614106.000000 Penalty: 4749.708496
	Iteration 16Q: 3 clusters Score -1614106 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11321 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -1614112.375000 Penalty: 4749.708496
	Iteration 17Q: 3 clusters Score -1614112 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 3066 members 
Entering Unmasked Estep 
Score: -1614119.625000 Penalty: 4749.708496
	Iteration 18Q: 3 clusters Score -1614120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11375 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -1614118.875000 Penalty: 4749.708496
	Iteration 19Q: 3 clusters Score -1614119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11406 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1614130.000000 Penalty: 4749.708496
	Iteration 20F: 3 clusters Score -1614130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1614136.750000 Penalty: 4749.708496
	Iteration 21Q: 3 clusters Score -1614137 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1614138.750000 Penalty: 4749.708496
	Iteration 22Q: 3 clusters Score -1614139 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -1614146.250000 Penalty: 4749.708496
	Iteration 23Q: 3 clusters Score -1614146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11515 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1614148.875000 Penalty: 4749.708496
	Iteration 24Q: 3 clusters Score -1614149 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11539 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -1614149.625000 Penalty: 4749.708496
	Iteration 25Q: 3 clusters Score -1614150 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -1614155.375000 Penalty: 4749.708496
	Iteration 26Q: 3 clusters Score -1614155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1614158.875000 Penalty: 4749.708496
	Iteration 27Q: 3 clusters Score -1614159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1614159.500000 Penalty: 4749.708496
	Iteration 28Q: 3 clusters Score -1614160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -1614160.625000 Penalty: 4749.708496
	Iteration 29Q: 3 clusters Score -1614161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11628 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1614167.500000 Penalty: 4749.708496
	Iteration 30Q: 3 clusters Score -1614168 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -1614167.375000 Penalty: 4749.708496
	Iteration 31Q: 3 clusters Score -1614167 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1614167.750000 Penalty: 4749.708496
	Iteration 32Q: 3 clusters Score -1614168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1614169.875000 Penalty: 4749.708496
	Iteration 33Q: 3 clusters Score -1614170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1614174.250000 Penalty: 4749.708496
	Iteration 34Q: 3 clusters Score -1614174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11684 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1614174.375000 Penalty: 4749.708496
	Iteration 35Q: 3 clusters Score -1614174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1614174.750000 Penalty: 4749.708496
	Iteration 36Q: 3 clusters Score -1614175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -1614174.500000 Penalty: 4749.708496
	Iteration 37Q: 3 clusters Score -1614174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11715 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1614181.250000 Penalty: 4749.708496
	Iteration 38Q: 3 clusters Score -1614181 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1614185.750000 Penalty: 4749.708496
	Iteration 39Q: 3 clusters Score -1614186 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -1614185.500000 Penalty: 4749.708496
	Iteration 40F: 3 clusters Score -1614186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11747 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1614191.750000 Penalty: 4749.708496
	Iteration 41Q: 3 clusters Score -1614192 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1614187.750000 Penalty: 4749.708496
	Iteration 42Q: 3 clusters Score -1614188 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -1614189.000000 Penalty: 4749.708496
	Iteration 43Q: 3 clusters Score -1614189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1614185.750000 Penalty: 4749.708496
	Iteration 44Q: 3 clusters Score -1614186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1614188.750000 Penalty: 4749.708496
	Iteration 45Q: 3 clusters Score -1614189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1614191.125000 Penalty: 4749.708496
	Iteration 46Q: 3 clusters Score -1614191 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1614196.625000 Penalty: 4749.708496
	Iteration 47Q: 3 clusters Score -1614197 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1614197.625000 Penalty: 4749.708496
	Iteration 48Q: 3 clusters Score -1614198 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -1614194.250000 Penalty: 4749.708496
	Iteration 49Q: 3 clusters Score -1614194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -1614194.500000 Penalty: 4749.708496
	Iteration 50Q: 3 clusters Score -1614194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1614197.250000 Penalty: 4749.708496
	Iteration 51Q: 3 clusters Score -1614197 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1614198.250000 Penalty: 4749.708496
	Iteration 52Q: 3 clusters Score -1614198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1614199.750000 Penalty: 4749.708496
	Iteration 53Q: 3 clusters Score -1614200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11876 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1614200.375000 Penalty: 4749.708496
	Iteration 54Q: 3 clusters Score -1614200 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1614201.625000 Penalty: 4749.708496
	Iteration 55Q: 3 clusters Score -1614202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11887 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1614202.625000 Penalty: 4749.708496
	Iteration 56Q: 3 clusters Score -1614203 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1614200.125000 Penalty: 4749.708496
	Iteration 57Q: 3 clusters Score -1614200 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1614202.500000 Penalty: 4749.708496
	Iteration 58Q: 3 clusters Score -1614202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1614200.625000 Penalty: 4749.708496
	Iteration 59Q: 3 clusters Score -1614201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1614201.750000 Penalty: 4749.708496
	Iteration 60F: 3 clusters Score -1614202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1614200.750000 Penalty: 4749.708496
	Iteration 61Q: 3 clusters Score -1614201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1614200.750000 Penalty: 4749.708496
	Iteration 62F: 3 clusters Score -1614201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (300617 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300617 members 
Entering Unmasked Estep 
Score: -35349124.000000 Penalty: 3128.170898
	Iteration 0F: 2 clusters Score -3.534912e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149879 members 
Mstep: Class 2 contains 150738 members 
Entering Unmasked Estep 
Score: -35156520.000000 Penalty: 6256.341797
	Iteration 0F: 3 clusters Score -3.515652e+07 nChanged 145847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140038 members 
Mstep: Class 2 contains 160579 members 
Entering Unmasked Estep 
Score: -35242752.000000 Penalty: 6256.341797
	Iteration 1F: 3 clusters Score -3.524275e+07 nChanged 8771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133591 members 
Mstep: Class 2 contains 167026 members 
Entering Unmasked Estep 
Score: -35245036.000000 Penalty: 6256.341797
	Iteration 2Q: 3 clusters Score -3.524504e+07 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123450 members 
Mstep: Class 2 contains 177167 members 
Entering Unmasked Estep 
Score: -35248628.000000 Penalty: 6256.341797
	Iteration 3Q: 3 clusters Score -3.524863e+07 nChanged 16103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108117 members 
Mstep: Class 2 contains 192500 members 
Entering Unmasked Estep 
Score: -35256584.000000 Penalty: 6256.341797
	Iteration 4F: 3 clusters Score -3.525658e+07 nChanged 22204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86319 members 
Mstep: Class 2 contains 214298 members 
Entering Unmasked Estep 
Score: -35271128.000000 Penalty: 6256.341797
	Iteration 5F: 3 clusters Score -3.527113e+07 nChanged 27430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 241550 members 
Entering Unmasked Estep 
Score: -35294464.000000 Penalty: 6256.341797
	Iteration 6F: 3 clusters Score -3.529446e+07 nChanged 26980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 268444 members 
Entering Unmasked Estep 
Score: -35321192.000000 Penalty: 6256.341797
	Iteration 7F: 3 clusters Score -3.532119e+07 nChanged 19031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 287435 members 
Entering Unmasked Estep 
Score: -35340756.000000 Penalty: 6256.341797
	Iteration 8F: 3 clusters Score -3.534076e+07 nChanged 8652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 296053 members 
Entering Unmasked Estep 
Score: -35346912.000000 Penalty: 6256.341797
	Iteration 9Q: 3 clusters Score -3.534691e+07 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 298979 members 
Entering Unmasked Estep 
Score: -35346880.000000 Penalty: 6256.341797
	Iteration 10Q: 3 clusters Score -3.534688e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 299892 members 
Entering Unmasked Estep 
Score: -35346684.000000 Penalty: 6256.341797
	Iteration 11Q: 3 clusters Score -3.534668e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 300143 members 
Entering Unmasked Estep 
Score: -35346624.000000 Penalty: 6256.341797
	Iteration 12Q: 3 clusters Score -3.534662e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 300221 members 
Entering Unmasked Estep 
Score: -35346640.000000 Penalty: 6256.341797
	Iteration 13Q: 3 clusters Score -3.534664e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 300257 members 
Entering Unmasked Estep 
Score: -35346648.000000 Penalty: 6256.341797
	Iteration 14Q: 3 clusters Score -3.534665e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 300278 members 
Entering Unmasked Estep 
Score: -35346620.000000 Penalty: 6256.341797
	Iteration 15Q: 3 clusters Score -3.534662e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 300289 members 
Entering Unmasked Estep 
Score: -35346652.000000 Penalty: 6256.341797
	Iteration 16Q: 3 clusters Score -3.534665e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 300301 members 
Entering Unmasked Estep 
Score: -35346660.000000 Penalty: 6256.341797
	Iteration 17Q: 3 clusters Score -3.534666e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 300305 members 
Entering Unmasked Estep 
Score: -35346652.000000 Penalty: 6256.341797
	Iteration 18Q: 3 clusters Score -3.534665e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 300302 members 
Entering Unmasked Estep 
Score: -35346680.000000 Penalty: 6256.341797
	Iteration 19Q: 3 clusters Score -3.534668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 300302 members 
Entering Unmasked Estep 
Score: -35346672.000000 Penalty: 6256.341797
	Iteration 20F: 3 clusters Score -3.534667e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 300302 members 
Entering Unmasked Estep 
Score: -35346680.000000 Penalty: 6256.341797
	Iteration 21Q: 3 clusters Score -3.534668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300303 members 
Entering Unmasked Estep 
Score: -35346676.000000 Penalty: 6256.341797
	Iteration 22Q: 3 clusters Score -3.534668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 300302 members 
Entering Unmasked Estep 
Score: -35346688.000000 Penalty: 6256.341797
	Iteration 23Q: 3 clusters Score -3.534669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 300302 members 
Entering Unmasked Estep 
Score: -35346688.000000 Penalty: 6256.341797
	Iteration 24F: 3 clusters Score -3.534669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Entering Unmasked Estep 
Score: -796528.937500 Penalty: 2190.445557
	Iteration 0F: 2 clusters Score -796528.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -790850.750000 Penalty: 4380.891113
	Iteration 0F: 3 clusters Score -790850.8 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -792346.812500 Penalty: 4380.891113
	Iteration 1F: 3 clusters Score -792346.8 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -792567.500000 Penalty: 4380.891113
	Iteration 2F: 3 clusters Score -792567.5 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -792721.562500 Penalty: 4380.891113
	Iteration 3Q: 3 clusters Score -792721.6 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3432 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -792838.625000 Penalty: 4380.891113
	Iteration 4Q: 3 clusters Score -792838.6 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -792953.000000 Penalty: 4380.891113
	Iteration 5Q: 3 clusters Score -792953 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -793046.937500 Penalty: 4380.891113
	Iteration 6Q: 3 clusters Score -793046.9 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -793132.375000 Penalty: 4380.891113
	Iteration 7Q: 3 clusters Score -793132.4 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -793201.500000 Penalty: 4380.891113
	Iteration 8Q: 3 clusters Score -793201.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -793252.062500 Penalty: 4380.891113
	Iteration 9Q: 3 clusters Score -793252.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -793306.625000 Penalty: 4380.891113
	Iteration 10Q: 3 clusters Score -793306.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -793356.500000 Penalty: 4380.891113
	Iteration 11Q: 3 clusters Score -793356.5 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -793398.250000 Penalty: 4380.891113
	Iteration 12Q: 3 clusters Score -793398.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -793432.437500 Penalty: 4380.891113
	Iteration 13Q: 3 clusters Score -793432.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -793458.500000 Penalty: 4380.891113
	Iteration 14Q: 3 clusters Score -793458.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -793483.125000 Penalty: 4380.891113
	Iteration 15Q: 3 clusters Score -793483.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -793508.687500 Penalty: 4380.891113
	Iteration 16Q: 3 clusters Score -793508.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -793537.500000 Penalty: 4380.891113
	Iteration 17Q: 3 clusters Score -793537.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -793557.812500 Penalty: 4380.891113
	Iteration 18Q: 3 clusters Score -793557.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -793583.125000 Penalty: 4380.891113
	Iteration 19Q: 3 clusters Score -793583.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 3366 members 
Entering Unmasked Estep 
Score: -793607.875000 Penalty: 4380.891113
	Iteration 20F: 3 clusters Score -793607.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -793635.125000 Penalty: 4380.891113
	Iteration 21Q: 3 clusters Score -793635.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 3329 members 
Entering Unmasked Estep 
Score: -793659.437500 Penalty: 4380.891113
	Iteration 22Q: 3 clusters Score -793659.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -793685.250000 Penalty: 4380.891113
	Iteration 23Q: 3 clusters Score -793685.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -793714.750000 Penalty: 4380.891113
	Iteration 24Q: 3 clusters Score -793714.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -793744.437500 Penalty: 4380.891113
	Iteration 25Q: 3 clusters Score -793744.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -793770.875000 Penalty: 4380.891113
	Iteration 26Q: 3 clusters Score -793770.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -793787.062500 Penalty: 4380.891113
	Iteration 27Q: 3 clusters Score -793787.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -793805.125000 Penalty: 4380.891113
	Iteration 28Q: 3 clusters Score -793805.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -793829.000000 Penalty: 4380.891113
	Iteration 29Q: 3 clusters Score -793829 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -793848.312500 Penalty: 4380.891113
	Iteration 30Q: 3 clusters Score -793848.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -793866.687500 Penalty: 4380.891113
	Iteration 31Q: 3 clusters Score -793866.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -793876.937500 Penalty: 4380.891113
	Iteration 32Q: 3 clusters Score -793876.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -793893.687500 Penalty: 4380.891113
	Iteration 33Q: 3 clusters Score -793893.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -793907.687500 Penalty: 4380.891113
	Iteration 34Q: 3 clusters Score -793907.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -793920.625000 Penalty: 4380.891113
	Iteration 35Q: 3 clusters Score -793920.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -793931.375000 Penalty: 4380.891113
	Iteration 36Q: 3 clusters Score -793931.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2978 members 
Entering Unmasked Estep 
Score: -793942.500000 Penalty: 4380.891113
	Iteration 37Q: 3 clusters Score -793942.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -793955.750000 Penalty: 4380.891113
	Iteration 38Q: 3 clusters Score -793955.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -793965.937500 Penalty: 4380.891113
	Iteration 39Q: 3 clusters Score -793965.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -793974.000000 Penalty: 4380.891113
	Iteration 40F: 3 clusters Score -793974 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -793986.187500 Penalty: 4380.891113
	Iteration 41Q: 3 clusters Score -793986.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -794005.250000 Penalty: 4380.891113
	Iteration 42Q: 3 clusters Score -794005.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -794024.750000 Penalty: 4380.891113
	Iteration 43Q: 3 clusters Score -794024.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -794036.437500 Penalty: 4380.891113
	Iteration 44Q: 3 clusters Score -794036.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -794048.375000 Penalty: 4380.891113
	Iteration 45Q: 3 clusters Score -794048.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -794057.750000 Penalty: 4380.891113
	Iteration 46Q: 3 clusters Score -794057.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -794069.625000 Penalty: 4380.891113
	Iteration 47Q: 3 clusters Score -794069.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -794079.937500 Penalty: 4380.891113
	Iteration 48Q: 3 clusters Score -794079.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -794088.437500 Penalty: 4380.891113
	Iteration 49Q: 3 clusters Score -794088.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -794101.187500 Penalty: 4380.891113
	Iteration 50Q: 3 clusters Score -794101.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -794110.062500 Penalty: 4380.891113
	Iteration 51Q: 3 clusters Score -794110.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -794120.000000 Penalty: 4380.891113
	Iteration 52Q: 3 clusters Score -794120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4262 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -794134.875000 Penalty: 4380.891113
	Iteration 53Q: 3 clusters Score -794134.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -794144.125000 Penalty: 4380.891113
	Iteration 54Q: 3 clusters Score -794144.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4323 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -794160.937500 Penalty: 4380.891113
	Iteration 55Q: 3 clusters Score -794160.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -794175.750000 Penalty: 4380.891113
	Iteration 56Q: 3 clusters Score -794175.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4398 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -794188.437500 Penalty: 4380.891113
	Iteration 57Q: 3 clusters Score -794188.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -794200.687500 Penalty: 4380.891113
	Iteration 58Q: 3 clusters Score -794200.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -794213.500000 Penalty: 4380.891113
	Iteration 59Q: 3 clusters Score -794213.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -794230.750000 Penalty: 4380.891113
	Iteration 60F: 3 clusters Score -794230.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -794249.375000 Penalty: 4380.891113
	Iteration 61Q: 3 clusters Score -794249.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -794271.687500 Penalty: 4380.891113
	Iteration 62Q: 3 clusters Score -794271.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -794295.375000 Penalty: 4380.891113
	Iteration 63Q: 3 clusters Score -794295.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -794312.812500 Penalty: 4380.891113
	Iteration 64Q: 3 clusters Score -794312.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -794326.125000 Penalty: 4380.891113
	Iteration 65Q: 3 clusters Score -794326.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -794342.750000 Penalty: 4380.891113
	Iteration 66Q: 3 clusters Score -794342.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -794354.250000 Penalty: 4380.891113
	Iteration 67Q: 3 clusters Score -794354.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -794364.312500 Penalty: 4380.891113
	Iteration 68Q: 3 clusters Score -794364.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -794377.687500 Penalty: 4380.891113
	Iteration 69Q: 3 clusters Score -794377.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -794391.125000 Penalty: 4380.891113
	Iteration 70Q: 3 clusters Score -794391.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -794404.187500 Penalty: 4380.891113
	Iteration 71Q: 3 clusters Score -794404.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -794413.062500 Penalty: 4380.891113
	Iteration 72Q: 3 clusters Score -794413.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -794420.875000 Penalty: 4380.891113
	Iteration 73Q: 3 clusters Score -794420.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -794425.562500 Penalty: 4380.891113
	Iteration 74Q: 3 clusters Score -794425.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -794432.500000 Penalty: 4380.891113
	Iteration 75Q: 3 clusters Score -794432.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -794441.062500 Penalty: 4380.891113
	Iteration 76Q: 3 clusters Score -794441.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -794446.562500 Penalty: 4380.891113
	Iteration 77Q: 3 clusters Score -794446.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -794452.312500 Penalty: 4380.891113
	Iteration 78Q: 3 clusters Score -794452.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -794456.750000 Penalty: 4380.891113
	Iteration 79Q: 3 clusters Score -794456.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -794465.500000 Penalty: 4380.891113
	Iteration 80F: 3 clusters Score -794465.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -794474.750000 Penalty: 4380.891113
	Iteration 81Q: 3 clusters Score -794474.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -794482.875000 Penalty: 4380.891113
	Iteration 82Q: 3 clusters Score -794482.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -794486.687500 Penalty: 4380.891113
	Iteration 83Q: 3 clusters Score -794486.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -794489.000000 Penalty: 4380.891113
	Iteration 84Q: 3 clusters Score -794489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -794494.687500 Penalty: 4380.891113
	Iteration 85Q: 3 clusters Score -794494.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -794497.312500 Penalty: 4380.891113
	Iteration 86Q: 3 clusters Score -794497.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -794501.312500 Penalty: 4380.891113
	Iteration 87Q: 3 clusters Score -794501.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -794502.937500 Penalty: 4380.891113
	Iteration 88Q: 3 clusters Score -794502.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -794505.750000 Penalty: 4380.891113
	Iteration 89Q: 3 clusters Score -794505.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -794509.937500 Penalty: 4380.891113
	Iteration 90Q: 3 clusters Score -794509.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -794518.437500 Penalty: 4380.891113
	Iteration 91Q: 3 clusters Score -794518.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -794527.125000 Penalty: 4380.891113
	Iteration 92Q: 3 clusters Score -794527.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5337 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -794536.250000 Penalty: 4380.891113
	Iteration 93Q: 3 clusters Score -794536.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -794545.187500 Penalty: 4380.891113
	Iteration 94Q: 3 clusters Score -794545.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -794554.375000 Penalty: 4380.891113
	Iteration 95Q: 3 clusters Score -794554.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -794567.750000 Penalty: 4380.891113
	Iteration 96Q: 3 clusters Score -794567.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -794578.187500 Penalty: 4380.891113
	Iteration 97Q: 3 clusters Score -794578.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -794583.500000 Penalty: 4380.891113
	Iteration 98Q: 3 clusters Score -794583.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -794588.687500 Penalty: 4380.891113
	Iteration 99Q: 3 clusters Score -794588.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -794593.687500 Penalty: 4380.891113
	Iteration 100F: 3 clusters Score -794593.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -794597.000000 Penalty: 4380.891113
	Iteration 101Q: 3 clusters Score -794597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -794602.562500 Penalty: 4380.891113
	Iteration 102Q: 3 clusters Score -794602.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -794611.875000 Penalty: 4380.891113
	Iteration 103Q: 3 clusters Score -794611.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -794619.250000 Penalty: 4380.891113
	Iteration 104Q: 3 clusters Score -794619.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -794626.875000 Penalty: 4380.891113
	Iteration 105Q: 3 clusters Score -794626.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -794636.312500 Penalty: 4380.891113
	Iteration 106Q: 3 clusters Score -794636.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -794645.187500 Penalty: 4380.891113
	Iteration 107Q: 3 clusters Score -794645.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -794658.437500 Penalty: 4380.891113
	Iteration 108Q: 3 clusters Score -794658.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -794668.437500 Penalty: 4380.891113
	Iteration 109Q: 3 clusters Score -794668.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -794675.000000 Penalty: 4380.891113
	Iteration 110Q: 3 clusters Score -794675 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -794683.625000 Penalty: 4380.891113
	Iteration 111Q: 3 clusters Score -794683.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -794688.625000 Penalty: 4380.891113
	Iteration 112Q: 3 clusters Score -794688.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -794692.875000 Penalty: 4380.891113
	Iteration 113Q: 3 clusters Score -794692.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -794695.375000 Penalty: 4380.891113
	Iteration 114Q: 3 clusters Score -794695.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -794696.687500 Penalty: 4380.891113
	Iteration 115Q: 3 clusters Score -794696.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5707 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -794699.375000 Penalty: 4380.891113
	Iteration 116Q: 3 clusters Score -794699.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -794701.500000 Penalty: 4380.891113
	Iteration 117Q: 3 clusters Score -794701.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -794704.500000 Penalty: 4380.891113
	Iteration 118Q: 3 clusters Score -794704.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -794705.062500 Penalty: 4380.891113
	Iteration 119Q: 3 clusters Score -794705.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -794708.687500 Penalty: 4380.891113
	Iteration 120F: 3 clusters Score -794708.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -794714.750000 Penalty: 4380.891113
	Iteration 121Q: 3 clusters Score -794714.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -794717.500000 Penalty: 4380.891113
	Iteration 122Q: 3 clusters Score -794717.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -794720.812500 Penalty: 4380.891113
	Iteration 123Q: 3 clusters Score -794720.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -794721.687500 Penalty: 4380.891113
	Iteration 124Q: 3 clusters Score -794721.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -794724.437500 Penalty: 4380.891113
	Iteration 125Q: 3 clusters Score -794724.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -794724.250000 Penalty: 4380.891113
	Iteration 126Q: 3 clusters Score -794724.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -794724.250000 Penalty: 4380.891113
	Iteration 127F: 3 clusters Score -794724.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (80656 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80656 members 
Entering Unmasked Estep 
Score: -9264353.000000 Penalty: 2801.891357
	Iteration 0F: 2 clusters Score -9264353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40111 members 
Mstep: Class 2 contains 40545 members 
Entering Unmasked Estep 
Score: -9210381.000000 Penalty: 5603.782715
	Iteration 0F: 3 clusters Score -9210381 nChanged 37895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37666 members 
Mstep: Class 2 contains 42990 members 
Entering Unmasked Estep 
Score: -9231562.000000 Penalty: 5603.782715
	Iteration 1F: 3 clusters Score -9231562 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35940 members 
Mstep: Class 2 contains 44716 members 
Entering Unmasked Estep 
Score: -9232444.000000 Penalty: 5603.782715
	Iteration 2Q: 3 clusters Score -9232444 nChanged 3351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 47247 members 
Entering Unmasked Estep 
Score: -9233609.000000 Penalty: 5603.782715
	Iteration 3Q: 3 clusters Score -9233609 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 50972 members 
Entering Unmasked Estep 
Score: -9235524.000000 Penalty: 5603.782715
	Iteration 4F: 3 clusters Score -9235524 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24505 members 
Mstep: Class 2 contains 56151 members 
Entering Unmasked Estep 
Score: -9238879.000000 Penalty: 5603.782715
	Iteration 5F: 3 clusters Score -9238879 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 62718 members 
Entering Unmasked Estep 
Score: -9244299.000000 Penalty: 5603.782715
	Iteration 6F: 3 clusters Score -9244299 nChanged 7218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 69922 members 
Entering Unmasked Estep 
Score: -9251258.000000 Penalty: 5603.782715
	Iteration 7F: 3 clusters Score -9251258 nChanged 5752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 75674 members 
Entering Unmasked Estep 
Score: -9257118.000000 Penalty: 5603.782715
	Iteration 8F: 3 clusters Score -9257118 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 78789 members 
Entering Unmasked Estep 
Score: -9260201.000000 Penalty: 5603.782715
	Iteration 9Q: 3 clusters Score -9260201 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 79878 members 
Entering Unmasked Estep 
Score: -9261230.000000 Penalty: 5603.782715
	Iteration 10Q: 3 clusters Score -9261230 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 80196 members 
Entering Unmasked Estep 
Score: -9261559.000000 Penalty: 5603.782715
	Iteration 11Q: 3 clusters Score -9261559 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 80308 members 
Entering Unmasked Estep 
Score: -9261703.000000 Penalty: 5603.782715
	Iteration 12Q: 3 clusters Score -9261703 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 80353 members 
Entering Unmasked Estep 
Score: -9261793.000000 Penalty: 5603.782715
	Iteration 13Q: 3 clusters Score -9261793 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 80376 members 
Entering Unmasked Estep 
Score: -9261843.000000 Penalty: 5603.782715
	Iteration 14Q: 3 clusters Score -9261843 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 80386 members 
Entering Unmasked Estep 
Score: -9261881.000000 Penalty: 5603.782715
	Iteration 15Q: 3 clusters Score -9261881 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -9261892.000000 Penalty: 5603.782715
	Iteration 16Q: 3 clusters Score -9261892 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 80389 members 
Entering Unmasked Estep 
Score: -9261898.000000 Penalty: 5603.782715
	Iteration 17Q: 3 clusters Score -9261898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 80390 members 
Entering Unmasked Estep 
Score: -9261909.000000 Penalty: 5603.782715
	Iteration 18Q: 3 clusters Score -9261909 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 80395 members 
Entering Unmasked Estep 
Score: -9261908.000000 Penalty: 5603.782715
	Iteration 19Q: 3 clusters Score -9261908 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 80398 members 
Entering Unmasked Estep 
Score: -9261912.000000 Penalty: 5603.782715
	Iteration 20F: 3 clusters Score -9261912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -9261909.000000 Penalty: 5603.782715
	Iteration 21Q: 3 clusters Score -9261909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 80399 members 
Entering Unmasked Estep 
Score: -9261909.000000 Penalty: 5603.782715
	Iteration 22F: 3 clusters Score -9261909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Entering Unmasked Estep 
Score: -1569420.375000 Penalty: 2369.128174
	Iteration 0F: 2 clusters Score -1569420 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -1558942.250000 Penalty: 4738.256348
	Iteration 0F: 3 clusters Score -1558942 nChanged 6091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1562268.000000 Penalty: 4738.256348
	Iteration 1F: 3 clusters Score -1562268 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1562689.000000 Penalty: 4738.256348
	Iteration 2F: 3 clusters Score -1562689 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1563060.500000 Penalty: 4738.256348
	Iteration 3F: 3 clusters Score -1563060 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1563513.375000 Penalty: 4738.256348
	Iteration 4F: 3 clusters Score -1563513 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1564037.625000 Penalty: 4738.256348
	Iteration 5F: 3 clusters Score -1564038 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1564641.500000 Penalty: 4738.256348
	Iteration 6F: 3 clusters Score -1564642 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1565253.500000 Penalty: 4738.256348
	Iteration 7F: 3 clusters Score -1565254 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1565832.250000 Penalty: 4738.256348
	Iteration 8F: 3 clusters Score -1565832 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1566286.375000 Penalty: 4738.256348
	Iteration 9Q: 3 clusters Score -1566286 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1566650.000000 Penalty: 4738.256348
	Iteration 10Q: 3 clusters Score -1566650 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1566955.000000 Penalty: 4738.256348
	Iteration 11Q: 3 clusters Score -1566955 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1567217.375000 Penalty: 4738.256348
	Iteration 12Q: 3 clusters Score -1567217 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1567400.000000 Penalty: 4738.256348
	Iteration 13Q: 3 clusters Score -1567400 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1567492.000000 Penalty: 4738.256348
	Iteration 14Q: 3 clusters Score -1567492 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1567562.625000 Penalty: 4738.256348
	Iteration 15Q: 3 clusters Score -1567563 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1567612.375000 Penalty: 4738.256348
	Iteration 16Q: 3 clusters Score -1567612 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1567663.250000 Penalty: 4738.256348
	Iteration 17Q: 3 clusters Score -1567663 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1567708.000000 Penalty: 4738.256348
	Iteration 18Q: 3 clusters Score -1567708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1567724.000000 Penalty: 4738.256348
	Iteration 19Q: 3 clusters Score -1567724 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1567742.875000 Penalty: 4738.256348
	Iteration 20F: 3 clusters Score -1567743 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12712 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1567752.500000 Penalty: 4738.256348
	Iteration 21Q: 3 clusters Score -1567752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -1567764.250000 Penalty: 4738.256348
	Iteration 22Q: 3 clusters Score -1567764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1567775.000000 Penalty: 4738.256348
	Iteration 23Q: 3 clusters Score -1567775 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1567787.375000 Penalty: 4738.256348
	Iteration 24Q: 3 clusters Score -1567787 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -1567800.625000 Penalty: 4738.256348
	Iteration 25Q: 3 clusters Score -1567801 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1567815.000000 Penalty: 4738.256348
	Iteration 26Q: 3 clusters Score -1567815 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12848 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1567821.125000 Penalty: 4738.256348
	Iteration 27Q: 3 clusters Score -1567821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1567834.125000 Penalty: 4738.256348
	Iteration 28Q: 3 clusters Score -1567834 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1567837.625000 Penalty: 4738.256348
	Iteration 29Q: 3 clusters Score -1567838 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1567849.500000 Penalty: 4738.256348
	Iteration 30Q: 3 clusters Score -1567850 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1567862.000000 Penalty: 4738.256348
	Iteration 31Q: 3 clusters Score -1567862 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12926 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1567873.375000 Penalty: 4738.256348
	Iteration 32Q: 3 clusters Score -1567873 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1567876.250000 Penalty: 4738.256348
	Iteration 33Q: 3 clusters Score -1567876 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1567886.000000 Penalty: 4738.256348
	Iteration 34Q: 3 clusters Score -1567886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1567888.375000 Penalty: 4738.256348
	Iteration 35Q: 3 clusters Score -1567888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1567890.250000 Penalty: 4738.256348
	Iteration 36Q: 3 clusters Score -1567890 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1567896.750000 Penalty: 4738.256348
	Iteration 37Q: 3 clusters Score -1567897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1567898.125000 Penalty: 4738.256348
	Iteration 38Q: 3 clusters Score -1567898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1567899.375000 Penalty: 4738.256348
	Iteration 39Q: 3 clusters Score -1567899 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1567901.500000 Penalty: 4738.256348
	Iteration 40F: 3 clusters Score -1567902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12975 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1567900.625000 Penalty: 4738.256348
	Iteration 41Q: 3 clusters Score -1567901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1567899.875000 Penalty: 4738.256348
	Iteration 42Q: 3 clusters Score -1567900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1567900.000000 Penalty: 4738.256348
	Iteration 43Q: 3 clusters Score -1567900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1567902.625000 Penalty: 4738.256348
	Iteration 44Q: 3 clusters Score -1567903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1567901.000000 Penalty: 4738.256348
	Iteration 45Q: 3 clusters Score -1567901 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1567902.000000 Penalty: 4738.256348
	Iteration 46Q: 3 clusters Score -1567902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1567902.250000 Penalty: 4738.256348
	Iteration 47Q: 3 clusters Score -1567902 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -1567906.250000 Penalty: 4738.256348
	Iteration 48Q: 3 clusters Score -1567906 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1567905.250000 Penalty: 4738.256348
	Iteration 49Q: 3 clusters Score -1567905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1567908.625000 Penalty: 4738.256348
	Iteration 50Q: 3 clusters Score -1567909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1567910.750000 Penalty: 4738.256348
	Iteration 51Q: 3 clusters Score -1567911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1567910.750000 Penalty: 4738.256348
	Iteration 52F: 3 clusters Score -1567911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (47849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Entering Unmasked Estep 
Score: -5709026.000000 Penalty: 2672.399658
	Iteration 0F: 2 clusters Score -5709026 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -5676775.500000 Penalty: 5344.799316
	Iteration 0F: 3 clusters Score -5676776 nChanged 22022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25434 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -5689217.500000 Penalty: 5344.799316
	Iteration 1F: 3 clusters Score -5689218 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26233 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -5689836.500000 Penalty: 5344.799316
	Iteration 2Q: 3 clusters Score -5689836 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 20510 members 
Entering Unmasked Estep 
Score: -5690475.500000 Penalty: 5344.799316
	Iteration 3Q: 3 clusters Score -5690476 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28880 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -5691198.000000 Penalty: 5344.799316
	Iteration 4Q: 3 clusters Score -5691198 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -5692280.500000 Penalty: 5344.799316
	Iteration 5Q: 3 clusters Score -5692280 nChanged 2853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33668 members 
Mstep: Class 2 contains 14181 members 
Entering Unmasked Estep 
Score: -5694124.500000 Penalty: 5344.799316
	Iteration 6F: 3 clusters Score -5694124 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -5696883.000000 Penalty: 5344.799316
	Iteration 7F: 3 clusters Score -5696883 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40968 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -5700544.000000 Penalty: 5344.799316
	Iteration 8F: 3 clusters Score -5700544 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44096 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -5703666.500000 Penalty: 5344.799316
	Iteration 9F: 3 clusters Score -5703666 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45821 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -5705378.000000 Penalty: 5344.799316
	Iteration 10Q: 3 clusters Score -5705378 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -5706172.000000 Penalty: 5344.799316
	Iteration 11Q: 3 clusters Score -5706172 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46826 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -5706577.000000 Penalty: 5344.799316
	Iteration 12Q: 3 clusters Score -5706577 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46912 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -5706772.500000 Penalty: 5344.799316
	Iteration 13Q: 3 clusters Score -5706772 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46933 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5706895.000000 Penalty: 5344.799316
	Iteration 14Q: 3 clusters Score -5706895 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46926 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -5706974.500000 Penalty: 5344.799316
	Iteration 15Q: 3 clusters Score -5706974 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46916 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5707005.000000 Penalty: 5344.799316
	Iteration 16Q: 3 clusters Score -5707005 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5707033.500000 Penalty: 5344.799316
	Iteration 17Q: 3 clusters Score -5707034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46920 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5707058.500000 Penalty: 5344.799316
	Iteration 18Q: 3 clusters Score -5707058 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46913 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5707067.500000 Penalty: 5344.799316
	Iteration 19Q: 3 clusters Score -5707068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46906 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5707083.500000 Penalty: 5344.799316
	Iteration 20F: 3 clusters Score -5707084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46911 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -5707082.000000 Penalty: 5344.799316
	Iteration 21Q: 3 clusters Score -5707082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5707089.500000 Penalty: 5344.799316
	Iteration 22Q: 3 clusters Score -5707090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5707103.000000 Penalty: 5344.799316
	Iteration 23Q: 3 clusters Score -5707103 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46918 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -5707095.000000 Penalty: 5344.799316
	Iteration 24Q: 3 clusters Score -5707095 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46915 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -5707097.500000 Penalty: 5344.799316
	Iteration 25Q: 3 clusters Score -5707098 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46908 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -5707110.000000 Penalty: 5344.799316
	Iteration 26Q: 3 clusters Score -5707110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46903 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5707108.000000 Penalty: 5344.799316
	Iteration 27Q: 3 clusters Score -5707108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5707109.000000 Penalty: 5344.799316
	Iteration 28Q: 3 clusters Score -5707109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -5707113.000000 Penalty: 5344.799316
	Iteration 29Q: 3 clusters Score -5707113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5707117.000000 Penalty: 5344.799316
	Iteration 30Q: 3 clusters Score -5707117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46900 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5707117.500000 Penalty: 5344.799316
	Iteration 31Q: 3 clusters Score -5707118 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5707114.500000 Penalty: 5344.799316
	Iteration 32Q: 3 clusters Score -5707114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46899 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -5707114.500000 Penalty: 5344.799316
	Iteration 33F: 3 clusters Score -5707114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Entering Unmasked Estep 
Score: -3889418.750000 Penalty: 2593.228760
	Iteration 0F: 2 clusters Score -3889419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -3865895.250000 Penalty: 5186.457520
	Iteration 0F: 3 clusters Score -3865895 nChanged 15725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -3874809.250000 Penalty: 5186.457520
	Iteration 1F: 3 clusters Score -3874809 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -3875712.000000 Penalty: 5186.457520
	Iteration 2F: 3 clusters Score -3875712 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -3876642.500000 Penalty: 5186.457520
	Iteration 3F: 3 clusters Score -3876642 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 15717 members 
Entering Unmasked Estep 
Score: -3877520.250000 Penalty: 5186.457520
	Iteration 4F: 3 clusters Score -3877520 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19878 members 
Mstep: Class 2 contains 14894 members 
Entering Unmasked Estep 
Score: -3878515.250000 Penalty: 5186.457520
	Iteration 5F: 3 clusters Score -3878515 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -3879450.500000 Penalty: 5186.457520
	Iteration 6F: 3 clusters Score -3879450 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3880386.500000 Penalty: 5186.457520
	Iteration 7F: 3 clusters Score -3880386 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 11880 members 
Entering Unmasked Estep 
Score: -3881380.250000 Penalty: 5186.457520
	Iteration 8Q: 3 clusters Score -3881380 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -3882497.750000 Penalty: 5186.457520
	Iteration 9Q: 3 clusters Score -3882498 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25111 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -3883750.250000 Penalty: 5186.457520
	Iteration 10Q: 3 clusters Score -3883750 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -3885053.250000 Penalty: 5186.457520
	Iteration 11Q: 3 clusters Score -3885053 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -3886015.250000 Penalty: 5186.457520
	Iteration 12Q: 3 clusters Score -3886015 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27539 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -3886624.500000 Penalty: 5186.457520
	Iteration 13Q: 3 clusters Score -3886624 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28047 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -3886969.500000 Penalty: 5186.457520
	Iteration 14Q: 3 clusters Score -3886970 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -3887187.500000 Penalty: 5186.457520
	Iteration 15Q: 3 clusters Score -3887188 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28847 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -3887346.500000 Penalty: 5186.457520
	Iteration 16Q: 3 clusters Score -3887346 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -3887461.500000 Penalty: 5186.457520
	Iteration 17Q: 3 clusters Score -3887462 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29461 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -3887557.750000 Penalty: 5186.457520
	Iteration 18Q: 3 clusters Score -3887558 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -3887635.000000 Penalty: 5186.457520
	Iteration 19Q: 3 clusters Score -3887635 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -3887711.750000 Penalty: 5186.457520
	Iteration 20F: 3 clusters Score -3887712 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3887754.500000 Penalty: 5186.457520
	Iteration 21Q: 3 clusters Score -3887754 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -3887788.250000 Penalty: 5186.457520
	Iteration 22Q: 3 clusters Score -3887788 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -3887807.250000 Penalty: 5186.457520
	Iteration 23Q: 3 clusters Score -3887807 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -3887839.000000 Penalty: 5186.457520
	Iteration 24Q: 3 clusters Score -3887839 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -3887869.000000 Penalty: 5186.457520
	Iteration 25Q: 3 clusters Score -3887869 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -3887899.750000 Penalty: 5186.457520
	Iteration 26Q: 3 clusters Score -3887900 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30846 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -3887931.250000 Penalty: 5186.457520
	Iteration 27Q: 3 clusters Score -3887931 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30945 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -3887949.500000 Penalty: 5186.457520
	Iteration 28Q: 3 clusters Score -3887950 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31029 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -3887973.750000 Penalty: 5186.457520
	Iteration 29Q: 3 clusters Score -3887974 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31098 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -3887984.750000 Penalty: 5186.457520
	Iteration 30Q: 3 clusters Score -3887985 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3887990.500000 Penalty: 5186.457520
	Iteration 31Q: 3 clusters Score -3887990 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3887987.250000 Penalty: 5186.457520
	Iteration 32Q: 3 clusters Score -3887987 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31253 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -3887996.500000 Penalty: 5186.457520
	Iteration 33Q: 3 clusters Score -3887996 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -3888005.500000 Penalty: 5186.457520
	Iteration 34Q: 3 clusters Score -3888006 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31332 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -3888011.000000 Penalty: 5186.457520
	Iteration 35Q: 3 clusters Score -3888011 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -3888015.250000 Penalty: 5186.457520
	Iteration 36Q: 3 clusters Score -3888015 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31375 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -3888023.750000 Penalty: 5186.457520
	Iteration 37Q: 3 clusters Score -3888024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -3888015.250000 Penalty: 5186.457520
	Iteration 38Q: 3 clusters Score -3888015 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31399 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -3888017.000000 Penalty: 5186.457520
	Iteration 39Q: 3 clusters Score -3888017 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31409 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -3888015.500000 Penalty: 5186.457520
	Iteration 40F: 3 clusters Score -3888016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -3888019.000000 Penalty: 5186.457520
	Iteration 41Q: 3 clusters Score -3888019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31437 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -3888018.500000 Penalty: 5186.457520
	Iteration 42Q: 3 clusters Score -3888018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3888015.250000 Penalty: 5186.457520
	Iteration 43Q: 3 clusters Score -3888015 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -3888022.250000 Penalty: 5186.457520
	Iteration 44Q: 3 clusters Score -3888022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -3888021.500000 Penalty: 5186.457520
	Iteration 45Q: 3 clusters Score -3888022 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31474 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3888022.000000 Penalty: 5186.457520
	Iteration 46Q: 3 clusters Score -3888022 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -3888020.750000 Penalty: 5186.457520
	Iteration 47Q: 3 clusters Score -3888021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -3888024.250000 Penalty: 5186.457520
	Iteration 48Q: 3 clusters Score -3888024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31494 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3888026.000000 Penalty: 5186.457520
	Iteration 49Q: 3 clusters Score -3888026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3888022.250000 Penalty: 5186.457520
	Iteration 50Q: 3 clusters Score -3888022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31502 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3888020.500000 Penalty: 5186.457520
	Iteration 51Q: 3 clusters Score -3888020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31506 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -3888016.500000 Penalty: 5186.457520
	Iteration 52Q: 3 clusters Score -3888016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -3888019.750000 Penalty: 5186.457520
	Iteration 53Q: 3 clusters Score -3888020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31515 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -3888014.500000 Penalty: 5186.457520
	Iteration 54Q: 3 clusters Score -3888014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3888019.000000 Penalty: 5186.457520
	Iteration 55Q: 3 clusters Score -3888019 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -3888019.000000 Penalty: 5186.457520
	Iteration 56F: 3 clusters Score -3888019 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (32229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32229 members 
Entering Unmasked Estep 
Score: -3825639.000000 Penalty: 2574.394287
	Iteration 0F: 2 clusters Score -3825639 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3803660.750000 Penalty: 5148.788574
	Iteration 0F: 3 clusters Score -3803661 nChanged 14441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14974 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -3811515.250000 Penalty: 5148.788574
	Iteration 1F: 3 clusters Score -3811515 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 17879 members 
Entering Unmasked Estep 
Score: -3812013.500000 Penalty: 5148.788574
	Iteration 2Q: 3 clusters Score -3812014 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -3812590.000000 Penalty: 5148.788574
	Iteration 3Q: 3 clusters Score -3812590 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3813393.000000 Penalty: 5148.788574
	Iteration 4F: 3 clusters Score -3813393 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10639 members 
Mstep: Class 2 contains 21590 members 
Entering Unmasked Estep 
Score: -3814507.250000 Penalty: 5148.788574
	Iteration 5F: 3 clusters Score -3814507 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
Score: -3816078.500000 Penalty: 5148.788574
	Iteration 6F: 3 clusters Score -3816078 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 25771 members 
Entering Unmasked Estep 
Score: -3818129.000000 Penalty: 5148.788574
	Iteration 7F: 3 clusters Score -3818129 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 27852 members 
Entering Unmasked Estep 
Score: -3820220.250000 Penalty: 5148.788574
	Iteration 8F: 3 clusters Score -3820220 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 29326 members 
Entering Unmasked Estep 
Score: -3821729.500000 Penalty: 5148.788574
	Iteration 9Q: 3 clusters Score -3821730 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -3822578.000000 Penalty: 5148.788574
	Iteration 10Q: 3 clusters Score -3822578 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 30461 members 
Entering Unmasked Estep 
Score: -3822984.250000 Penalty: 5148.788574
	Iteration 11Q: 3 clusters Score -3822984 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -3823199.500000 Penalty: 5148.788574
	Iteration 12Q: 3 clusters Score -3823200 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 30806 members 
Entering Unmasked Estep 
Score: -3823318.500000 Penalty: 5148.788574
	Iteration 13Q: 3 clusters Score -3823318 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 30912 members 
Entering Unmasked Estep 
Score: -3823390.000000 Penalty: 5148.788574
	Iteration 14Q: 3 clusters Score -3823390 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 30971 members 
Entering Unmasked Estep 
Score: -3823426.500000 Penalty: 5148.788574
	Iteration 15Q: 3 clusters Score -3823426 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 31019 members 
Entering Unmasked Estep 
Score: -3823461.500000 Penalty: 5148.788574
	Iteration 16Q: 3 clusters Score -3823462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -3823481.250000 Penalty: 5148.788574
	Iteration 17Q: 3 clusters Score -3823481 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 31084 members 
Entering Unmasked Estep 
Score: -3823494.750000 Penalty: 5148.788574
	Iteration 18Q: 3 clusters Score -3823495 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 31101 members 
Entering Unmasked Estep 
Score: -3823503.250000 Penalty: 5148.788574
	Iteration 19Q: 3 clusters Score -3823503 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 31116 members 
Entering Unmasked Estep 
Score: -3823513.000000 Penalty: 5148.788574
	Iteration 20F: 3 clusters Score -3823513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -3823520.250000 Penalty: 5148.788574
	Iteration 21Q: 3 clusters Score -3823520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
Score: -3823522.250000 Penalty: 5148.788574
	Iteration 22Q: 3 clusters Score -3823522 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 31141 members 
Entering Unmasked Estep 
Score: -3823524.750000 Penalty: 5148.788574
	Iteration 23Q: 3 clusters Score -3823525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -3823533.750000 Penalty: 5148.788574
	Iteration 24Q: 3 clusters Score -3823534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 31158 members 
Entering Unmasked Estep 
Score: -3823529.250000 Penalty: 5148.788574
	Iteration 25Q: 3 clusters Score -3823529 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 31167 members 
Entering Unmasked Estep 
Score: -3823530.250000 Penalty: 5148.788574
	Iteration 26Q: 3 clusters Score -3823530 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 31170 members 
Entering Unmasked Estep 
Score: -3823536.750000 Penalty: 5148.788574
	Iteration 27Q: 3 clusters Score -3823537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 31172 members 
Entering Unmasked Estep 
Score: -3823537.250000 Penalty: 5148.788574
	Iteration 28Q: 3 clusters Score -3823537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 31175 members 
Entering Unmasked Estep 
Score: -3823537.000000 Penalty: 5148.788574
	Iteration 29Q: 3 clusters Score -3823537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 31177 members 
Entering Unmasked Estep 
Score: -3823535.250000 Penalty: 5148.788574
	Iteration 30Q: 3 clusters Score -3823535 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -3823536.750000 Penalty: 5148.788574
	Iteration 31Q: 3 clusters Score -3823537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 31178 members 
Entering Unmasked Estep 
Score: -3823536.750000 Penalty: 5148.788574
	Iteration 32F: 3 clusters Score -3823537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Entering Unmasked Estep 
Score: -415935.687500 Penalty: 2035.300415
	Iteration 0F: 2 clusters Score -415935.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -412253.312500 Penalty: 4070.600830
	Iteration 0F: 3 clusters Score -412253.3 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -413011.750000 Penalty: 4070.600830
	Iteration 1F: 3 clusters Score -413011.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -413160.968750 Penalty: 4070.600830
	Iteration 2F: 3 clusters Score -413161 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -413236.218750 Penalty: 4070.600830
	Iteration 3Q: 3 clusters Score -413236.2 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -413303.000000 Penalty: 4070.600830
	Iteration 4Q: 3 clusters Score -413303 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -413345.218750 Penalty: 4070.600830
	Iteration 5Q: 3 clusters Score -413345.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -413370.562500 Penalty: 4070.600830
	Iteration 6Q: 3 clusters Score -413370.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -413394.718750 Penalty: 4070.600830
	Iteration 7Q: 3 clusters Score -413394.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -413413.687500 Penalty: 4070.600830
	Iteration 8Q: 3 clusters Score -413413.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -413422.500000 Penalty: 4070.600830
	Iteration 9Q: 3 clusters Score -413422.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -413431.562500 Penalty: 4070.600830
	Iteration 10Q: 3 clusters Score -413431.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -413446.000000 Penalty: 4070.600830
	Iteration 11Q: 3 clusters Score -413446 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -413456.156250 Penalty: 4070.600830
	Iteration 12Q: 3 clusters Score -413456.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -413467.343750 Penalty: 4070.600830
	Iteration 13Q: 3 clusters Score -413467.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -413473.625000 Penalty: 4070.600830
	Iteration 14Q: 3 clusters Score -413473.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -413475.437500 Penalty: 4070.600830
	Iteration 15Q: 3 clusters Score -413475.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -413480.281250 Penalty: 4070.600830
	Iteration 16Q: 3 clusters Score -413480.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -413482.531250 Penalty: 4070.600830
	Iteration 17Q: 3 clusters Score -413482.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -413487.187500 Penalty: 4070.600830
	Iteration 18Q: 3 clusters Score -413487.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -413490.875000 Penalty: 4070.600830
	Iteration 19Q: 3 clusters Score -413490.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -413494.625000 Penalty: 4070.600830
	Iteration 20F: 3 clusters Score -413494.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -413497.468750 Penalty: 4070.600830
	Iteration 21Q: 3 clusters Score -413497.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -413500.468750 Penalty: 4070.600830
	Iteration 22Q: 3 clusters Score -413500.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -413506.593750 Penalty: 4070.600830
	Iteration 23Q: 3 clusters Score -413506.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -413510.031250 Penalty: 4070.600830
	Iteration 24Q: 3 clusters Score -413510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -413514.218750 Penalty: 4070.600830
	Iteration 25Q: 3 clusters Score -413514.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -413520.375000 Penalty: 4070.600830
	Iteration 26Q: 3 clusters Score -413520.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -413527.750000 Penalty: 4070.600830
	Iteration 27Q: 3 clusters Score -413527.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -413533.062500 Penalty: 4070.600830
	Iteration 28Q: 3 clusters Score -413533.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -413536.000000 Penalty: 4070.600830
	Iteration 29Q: 3 clusters Score -413536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -413538.406250 Penalty: 4070.600830
	Iteration 30Q: 3 clusters Score -413538.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -413539.375000 Penalty: 4070.600830
	Iteration 31Q: 3 clusters Score -413539.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -413539.375000 Penalty: 4070.600830
	Iteration 32F: 3 clusters Score -413539.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Entering Unmasked Estep 
Score: -863300.187500 Penalty: 2248.885254
	Iteration 0F: 2 clusters Score -863300.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -856532.937500 Penalty: 4497.770508
	Iteration 0F: 3 clusters Score -856532.9 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -858782.625000 Penalty: 4497.770508
	Iteration 1F: 3 clusters Score -858782.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -859401.437500 Penalty: 4497.770508
	Iteration 2F: 3 clusters Score -859401.4 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -860110.562500 Penalty: 4497.770508
	Iteration 3F: 3 clusters Score -860110.6 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -860798.062500 Penalty: 4497.770508
	Iteration 4F: 3 clusters Score -860798.1 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -861289.875000 Penalty: 4497.770508
	Iteration 5F: 3 clusters Score -861289.9 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -861550.937500 Penalty: 4497.770508
	Iteration 6Q: 3 clusters Score -861550.9 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -861694.125000 Penalty: 4497.770508
	Iteration 7Q: 3 clusters Score -861694.1 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -861792.187500 Penalty: 4497.770508
	Iteration 8Q: 3 clusters Score -861792.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -861850.187500 Penalty: 4497.770508
	Iteration 9Q: 3 clusters Score -861850.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -861896.750000 Penalty: 4497.770508
	Iteration 10Q: 3 clusters Score -861896.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -861920.875000 Penalty: 4497.770508
	Iteration 11Q: 3 clusters Score -861920.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -861942.750000 Penalty: 4497.770508
	Iteration 12Q: 3 clusters Score -861942.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -861956.500000 Penalty: 4497.770508
	Iteration 13Q: 3 clusters Score -861956.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -861964.750000 Penalty: 4497.770508
	Iteration 14Q: 3 clusters Score -861964.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -861969.312500 Penalty: 4497.770508
	Iteration 15Q: 3 clusters Score -861969.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -861974.750000 Penalty: 4497.770508
	Iteration 16Q: 3 clusters Score -861974.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 6134 members 
Entering Unmasked Estep 
Score: -861979.312500 Penalty: 4497.770508
	Iteration 17Q: 3 clusters Score -861979.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -861983.062500 Penalty: 4497.770508
	Iteration 18Q: 3 clusters Score -861983.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -861986.500000 Penalty: 4497.770508
	Iteration 19Q: 3 clusters Score -861986.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -861990.250000 Penalty: 4497.770508
	Iteration 20F: 3 clusters Score -861990.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -861992.625000 Penalty: 4497.770508
	Iteration 21Q: 3 clusters Score -861992.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -861996.062500 Penalty: 4497.770508
	Iteration 22Q: 3 clusters Score -861996.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -861998.187500 Penalty: 4497.770508
	Iteration 23Q: 3 clusters Score -861998.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -862004.875000 Penalty: 4497.770508
	Iteration 24Q: 3 clusters Score -862004.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -862011.375000 Penalty: 4497.770508
	Iteration 25Q: 3 clusters Score -862011.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -862015.125000 Penalty: 4497.770508
	Iteration 26Q: 3 clusters Score -862015.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -862017.562500 Penalty: 4497.770508
	Iteration 27Q: 3 clusters Score -862017.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -862019.000000 Penalty: 4497.770508
	Iteration 28Q: 3 clusters Score -862019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -862020.062500 Penalty: 4497.770508
	Iteration 29Q: 3 clusters Score -862020.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -862022.625000 Penalty: 4497.770508
	Iteration 30Q: 3 clusters Score -862022.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -862023.125000 Penalty: 4497.770508
	Iteration 31Q: 3 clusters Score -862023.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -862023.437500 Penalty: 4497.770508
	Iteration 32Q: 3 clusters Score -862023.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -862023.125000 Penalty: 4497.770508
	Iteration 33Q: 3 clusters Score -862023.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -862023.125000 Penalty: 4497.770508
	Iteration 34F: 3 clusters Score -862023.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Entering Unmasked Estep 
Score: -1406479.500000 Penalty: 2324.412109
	Iteration 0F: 2 clusters Score -1406480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1397640.000000 Penalty: 4648.824219
	Iteration 0F: 3 clusters Score -1397640 nChanged 4970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1400287.875000 Penalty: 4648.824219
	Iteration 1F: 3 clusters Score -1400288 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1400593.000000 Penalty: 4648.824219
	Iteration 2F: 3 clusters Score -1400593 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1400833.375000 Penalty: 4648.824219
	Iteration 3Q: 3 clusters Score -1400833 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1401034.625000 Penalty: 4648.824219
	Iteration 4Q: 3 clusters Score -1401035 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7013 members 
Entering Unmasked Estep 
Score: -1401203.750000 Penalty: 4648.824219
	Iteration 5Q: 3 clusters Score -1401204 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1401407.875000 Penalty: 4648.824219
	Iteration 6Q: 3 clusters Score -1401408 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1401671.125000 Penalty: 4648.824219
	Iteration 7Q: 3 clusters Score -1401671 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1401980.125000 Penalty: 4648.824219
	Iteration 8Q: 3 clusters Score -1401980 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1402343.500000 Penalty: 4648.824219
	Iteration 9Q: 3 clusters Score -1402344 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1402718.000000 Penalty: 4648.824219
	Iteration 10Q: 3 clusters Score -1402718 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1403122.500000 Penalty: 4648.824219
	Iteration 11Q: 3 clusters Score -1403122 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -1403513.250000 Penalty: 4648.824219
	Iteration 12Q: 3 clusters Score -1403513 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -1403803.250000 Penalty: 4648.824219
	Iteration 13Q: 3 clusters Score -1403803 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1404016.125000 Penalty: 4648.824219
	Iteration 14Q: 3 clusters Score -1404016 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -1404162.875000 Penalty: 4648.824219
	Iteration 15Q: 3 clusters Score -1404163 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 10913 members 
Entering Unmasked Estep 
Score: -1404274.375000 Penalty: 4648.824219
	Iteration 16Q: 3 clusters Score -1404274 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -1404362.125000 Penalty: 4648.824219
	Iteration 17Q: 3 clusters Score -1404362 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -1404418.375000 Penalty: 4648.824219
	Iteration 18Q: 3 clusters Score -1404418 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -1404444.125000 Penalty: 4648.824219
	Iteration 19Q: 3 clusters Score -1404444 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 11122 members 
Entering Unmasked Estep 
Score: -1404467.750000 Penalty: 4648.824219
	Iteration 20F: 3 clusters Score -1404468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 11142 members 
Entering Unmasked Estep 
Score: -1404482.000000 Penalty: 4648.824219
	Iteration 21Q: 3 clusters Score -1404482 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 11162 members 
Entering Unmasked Estep 
Score: -1404499.875000 Penalty: 4648.824219
	Iteration 22Q: 3 clusters Score -1404500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 11174 members 
Entering Unmasked Estep 
Score: -1404504.250000 Penalty: 4648.824219
	Iteration 23Q: 3 clusters Score -1404504 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -1404509.000000 Penalty: 4648.824219
	Iteration 24Q: 3 clusters Score -1404509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -1404518.500000 Penalty: 4648.824219
	Iteration 25Q: 3 clusters Score -1404518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -1404523.750000 Penalty: 4648.824219
	Iteration 26Q: 3 clusters Score -1404524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -1404532.500000 Penalty: 4648.824219
	Iteration 27Q: 3 clusters Score -1404532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -1404533.500000 Penalty: 4648.824219
	Iteration 28Q: 3 clusters Score -1404534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -1404541.250000 Penalty: 4648.824219
	Iteration 29Q: 3 clusters Score -1404541 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1404544.000000 Penalty: 4648.824219
	Iteration 30Q: 3 clusters Score -1404544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1404544.375000 Penalty: 4648.824219
	Iteration 31Q: 3 clusters Score -1404544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1404547.875000 Penalty: 4648.824219
	Iteration 32Q: 3 clusters Score -1404548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -1404547.750000 Penalty: 4648.824219
	Iteration 33Q: 3 clusters Score -1404548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -1404548.250000 Penalty: 4648.824219
	Iteration 34Q: 3 clusters Score -1404548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -1404549.625000 Penalty: 4648.824219
	Iteration 35Q: 3 clusters Score -1404550 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1404551.750000 Penalty: 4648.824219
	Iteration 36Q: 3 clusters Score -1404552 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -1404551.750000 Penalty: 4648.824219
	Iteration 37F: 3 clusters Score -1404552 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (64784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64784 members 
Entering Unmasked Estep 
Score: -7726237.000000 Penalty: 2747.545654
	Iteration 0F: 2 clusters Score -7726237 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -7682840.500000 Penalty: 5495.091309
	Iteration 0F: 3 clusters Score -7682840 nChanged 30089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 31004 members 
Entering Unmasked Estep 
Score: -7699579.500000 Penalty: 5495.091309
	Iteration 1F: 3 clusters Score -7699580 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 30242 members 
Entering Unmasked Estep 
Score: -7700198.500000 Penalty: 5495.091309
	Iteration 2Q: 3 clusters Score -7700198 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -7700896.500000 Penalty: 5495.091309
	Iteration 3Q: 3 clusters Score -7700896 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -7701818.500000 Penalty: 5495.091309
	Iteration 4Q: 3 clusters Score -7701818 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -7703264.500000 Penalty: 5495.091309
	Iteration 5Q: 3 clusters Score -7703264 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42923 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -7705681.500000 Penalty: 5495.091309
	Iteration 6F: 3 clusters Score -7705682 nChanged 4599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47006 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -7709166.000000 Penalty: 5495.091309
	Iteration 7F: 3 clusters Score -7709166 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51462 members 
Mstep: Class 2 contains 13322 members 
Entering Unmasked Estep 
Score: -7713608.500000 Penalty: 5495.091309
	Iteration 8F: 3 clusters Score -7713608 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55372 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -7717779.000000 Penalty: 5495.091309
	Iteration 9F: 3 clusters Score -7717779 nChanged 3086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58038 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -7720734.500000 Penalty: 5495.091309
	Iteration 10Q: 3 clusters Score -7720734 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59476 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -7722388.500000 Penalty: 5495.091309
	Iteration 11Q: 3 clusters Score -7722388 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60256 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -7723080.500000 Penalty: 5495.091309
	Iteration 12Q: 3 clusters Score -7723080 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60750 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -7723422.500000 Penalty: 5495.091309
	Iteration 13Q: 3 clusters Score -7723422 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61091 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -7723652.500000 Penalty: 5495.091309
	Iteration 14Q: 3 clusters Score -7723652 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61332 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -7723780.500000 Penalty: 5495.091309
	Iteration 15Q: 3 clusters Score -7723780 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -7723848.500000 Penalty: 5495.091309
	Iteration 16Q: 3 clusters Score -7723848 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61699 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -7723896.000000 Penalty: 5495.091309
	Iteration 17Q: 3 clusters Score -7723896 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -7723937.000000 Penalty: 5495.091309
	Iteration 18Q: 3 clusters Score -7723937 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61943 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -7723960.000000 Penalty: 5495.091309
	Iteration 19Q: 3 clusters Score -7723960 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62047 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -7723999.000000 Penalty: 5495.091309
	Iteration 20F: 3 clusters Score -7723999 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62138 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -7723995.000000 Penalty: 5495.091309
	Iteration 21Q: 3 clusters Score -7723995 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62218 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -7724019.000000 Penalty: 5495.091309
	Iteration 22Q: 3 clusters Score -7724019 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62281 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -7724028.500000 Penalty: 5495.091309
	Iteration 23Q: 3 clusters Score -7724028 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62335 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -7724046.000000 Penalty: 5495.091309
	Iteration 24Q: 3 clusters Score -7724046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62379 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -7724053.000000 Penalty: 5495.091309
	Iteration 25Q: 3 clusters Score -7724053 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62415 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -7724049.000000 Penalty: 5495.091309
	Iteration 26Q: 3 clusters Score -7724049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62447 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7724051.500000 Penalty: 5495.091309
	Iteration 27Q: 3 clusters Score -7724052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62485 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -7724087.000000 Penalty: 5495.091309
	Iteration 28Q: 3 clusters Score -7724087 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62517 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -7724091.000000 Penalty: 5495.091309
	Iteration 29Q: 3 clusters Score -7724091 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62546 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7724092.500000 Penalty: 5495.091309
	Iteration 30Q: 3 clusters Score -7724092 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62574 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -7724104.000000 Penalty: 5495.091309
	Iteration 31Q: 3 clusters Score -7724104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62609 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7724101.500000 Penalty: 5495.091309
	Iteration 32Q: 3 clusters Score -7724102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62643 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7724117.000000 Penalty: 5495.091309
	Iteration 33Q: 3 clusters Score -7724117 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7724120.000000 Penalty: 5495.091309
	Iteration 34Q: 3 clusters Score -7724120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62704 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7724119.500000 Penalty: 5495.091309
	Iteration 35Q: 3 clusters Score -7724120 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62740 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -7724127.500000 Penalty: 5495.091309
	Iteration 36Q: 3 clusters Score -7724128 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62774 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7724133.000000 Penalty: 5495.091309
	Iteration 37Q: 3 clusters Score -7724133 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -7724135.000000 Penalty: 5495.091309
	Iteration 38Q: 3 clusters Score -7724135 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62838 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7724166.000000 Penalty: 5495.091309
	Iteration 39Q: 3 clusters Score -7724166 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62860 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -7724185.500000 Penalty: 5495.091309
	Iteration 40F: 3 clusters Score -7724186 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62884 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -7724188.500000 Penalty: 5495.091309
	Iteration 41Q: 3 clusters Score -7724188 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -7724206.500000 Penalty: 5495.091309
	Iteration 42Q: 3 clusters Score -7724206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62946 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -7724216.500000 Penalty: 5495.091309
	Iteration 43Q: 3 clusters Score -7724216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62976 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -7724231.000000 Penalty: 5495.091309
	Iteration 44Q: 3 clusters Score -7724231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -7724238.500000 Penalty: 5495.091309
	Iteration 45Q: 3 clusters Score -7724238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63017 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -7724238.000000 Penalty: 5495.091309
	Iteration 46Q: 3 clusters Score -7724238 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63040 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -7724245.000000 Penalty: 5495.091309
	Iteration 47Q: 3 clusters Score -7724245 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63061 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -7724249.000000 Penalty: 5495.091309
	Iteration 48Q: 3 clusters Score -7724249 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63081 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -7724246.500000 Penalty: 5495.091309
	Iteration 49Q: 3 clusters Score -7724246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63093 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -7724267.000000 Penalty: 5495.091309
	Iteration 50Q: 3 clusters Score -7724267 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63102 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -7724263.000000 Penalty: 5495.091309
	Iteration 51Q: 3 clusters Score -7724263 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63111 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -7724271.500000 Penalty: 5495.091309
	Iteration 52Q: 3 clusters Score -7724272 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63121 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -7724277.500000 Penalty: 5495.091309
	Iteration 53Q: 3 clusters Score -7724278 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63130 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -7724269.000000 Penalty: 5495.091309
	Iteration 54Q: 3 clusters Score -7724269 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63137 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -7724269.500000 Penalty: 5495.091309
	Iteration 55Q: 3 clusters Score -7724270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63142 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -7724276.000000 Penalty: 5495.091309
	Iteration 56Q: 3 clusters Score -7724276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63149 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -7724283.500000 Penalty: 5495.091309
	Iteration 57Q: 3 clusters Score -7724284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63154 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -7724277.500000 Penalty: 5495.091309
	Iteration 58Q: 3 clusters Score -7724278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63158 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7724283.500000 Penalty: 5495.091309
	Iteration 59Q: 3 clusters Score -7724284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63159 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -7724280.000000 Penalty: 5495.091309
	Iteration 60F: 3 clusters Score -7724280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Entering Unmasked Estep 
Score: -1070591.125000 Penalty: 2325.506104
	Iteration 0F: 2 clusters Score -1070591 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -1061919.625000 Penalty: 4651.012207
	Iteration 0F: 3 clusters Score -1061920 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5871 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1064426.125000 Penalty: 4651.012207
	Iteration 1F: 3 clusters Score -1064426 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1064770.250000 Penalty: 4651.012207
	Iteration 2F: 3 clusters Score -1064770 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1065060.875000 Penalty: 4651.012207
	Iteration 3F: 3 clusters Score -1065061 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1065321.000000 Penalty: 4651.012207
	Iteration 4Q: 3 clusters Score -1065321 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1065578.875000 Penalty: 4651.012207
	Iteration 5Q: 3 clusters Score -1065579 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1065789.875000 Penalty: 4651.012207
	Iteration 6Q: 3 clusters Score -1065790 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1065979.500000 Penalty: 4651.012207
	Iteration 7Q: 3 clusters Score -1065980 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1066171.625000 Penalty: 4651.012207
	Iteration 8Q: 3 clusters Score -1066172 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1066325.875000 Penalty: 4651.012207
	Iteration 9Q: 3 clusters Score -1066326 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1066480.750000 Penalty: 4651.012207
	Iteration 10Q: 3 clusters Score -1066481 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1066620.875000 Penalty: 4651.012207
	Iteration 11Q: 3 clusters Score -1066621 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1066779.625000 Penalty: 4651.012207
	Iteration 12Q: 3 clusters Score -1066780 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1066963.000000 Penalty: 4651.012207
	Iteration 13Q: 3 clusters Score -1066963 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1067167.625000 Penalty: 4651.012207
	Iteration 14Q: 3 clusters Score -1067168 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -1067363.000000 Penalty: 4651.012207
	Iteration 15Q: 3 clusters Score -1067363 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -1067548.125000 Penalty: 4651.012207
	Iteration 16Q: 3 clusters Score -1067548 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7246 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1067727.625000 Penalty: 4651.012207
	Iteration 17Q: 3 clusters Score -1067728 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1067875.000000 Penalty: 4651.012207
	Iteration 18Q: 3 clusters Score -1067875 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1068020.875000 Penalty: 4651.012207
	Iteration 19Q: 3 clusters Score -1068021 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1068152.000000 Penalty: 4651.012207
	Iteration 20F: 3 clusters Score -1068152 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1068268.875000 Penalty: 4651.012207
	Iteration 21Q: 3 clusters Score -1068269 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1068360.125000 Penalty: 4651.012207
	Iteration 22Q: 3 clusters Score -1068360 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1068424.750000 Penalty: 4651.012207
	Iteration 23Q: 3 clusters Score -1068425 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -1068478.875000 Penalty: 4651.012207
	Iteration 24Q: 3 clusters Score -1068479 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1068513.250000 Penalty: 4651.012207
	Iteration 25Q: 3 clusters Score -1068513 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1068543.375000 Penalty: 4651.012207
	Iteration 26Q: 3 clusters Score -1068543 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1068563.375000 Penalty: 4651.012207
	Iteration 27Q: 3 clusters Score -1068563 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1068583.625000 Penalty: 4651.012207
	Iteration 28Q: 3 clusters Score -1068584 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1068603.750000 Penalty: 4651.012207
	Iteration 29Q: 3 clusters Score -1068604 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7911 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1068630.375000 Penalty: 4651.012207
	Iteration 30Q: 3 clusters Score -1068630 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1068656.250000 Penalty: 4651.012207
	Iteration 31Q: 3 clusters Score -1068656 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1068683.500000 Penalty: 4651.012207
	Iteration 32Q: 3 clusters Score -1068684 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1068706.750000 Penalty: 4651.012207
	Iteration 33Q: 3 clusters Score -1068707 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1068726.500000 Penalty: 4651.012207
	Iteration 34Q: 3 clusters Score -1068726 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -1068742.125000 Penalty: 4651.012207
	Iteration 35Q: 3 clusters Score -1068742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1068758.125000 Penalty: 4651.012207
	Iteration 36Q: 3 clusters Score -1068758 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1068767.125000 Penalty: 4651.012207
	Iteration 37Q: 3 clusters Score -1068767 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1068778.875000 Penalty: 4651.012207
	Iteration 38Q: 3 clusters Score -1068779 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1068784.125000 Penalty: 4651.012207
	Iteration 39Q: 3 clusters Score -1068784 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1068785.000000 Penalty: 4651.012207
	Iteration 40F: 3 clusters Score -1068785 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1068788.125000 Penalty: 4651.012207
	Iteration 41Q: 3 clusters Score -1068788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1068786.625000 Penalty: 4651.012207
	Iteration 42Q: 3 clusters Score -1068787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1068788.875000 Penalty: 4651.012207
	Iteration 43Q: 3 clusters Score -1068789 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1068788.750000 Penalty: 4651.012207
	Iteration 44Q: 3 clusters Score -1068789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1068788.625000 Penalty: 4651.012207
	Iteration 45Q: 3 clusters Score -1068789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1068791.750000 Penalty: 4651.012207
	Iteration 46Q: 3 clusters Score -1068792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1068790.750000 Penalty: 4651.012207
	Iteration 47Q: 3 clusters Score -1068791 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1068790.625000 Penalty: 4651.012207
	Iteration 48Q: 3 clusters Score -1068791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1068793.375000 Penalty: 4651.012207
	Iteration 49Q: 3 clusters Score -1068793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1068792.500000 Penalty: 4651.012207
	Iteration 50Q: 3 clusters Score -1068792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1068793.500000 Penalty: 4651.012207
	Iteration 51Q: 3 clusters Score -1068794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1068794.750000 Penalty: 4651.012207
	Iteration 52Q: 3 clusters Score -1068795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1068795.750000 Penalty: 4651.012207
	Iteration 53Q: 3 clusters Score -1068796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -1068795.125000 Penalty: 4651.012207
	Iteration 54Q: 3 clusters Score -1068795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1068794.500000 Penalty: 4651.012207
	Iteration 55Q: 3 clusters Score -1068794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1068798.500000 Penalty: 4651.012207
	Iteration 56Q: 3 clusters Score -1068798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1068799.250000 Penalty: 4651.012207
	Iteration 57Q: 3 clusters Score -1068799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1068799.125000 Penalty: 4651.012207
	Iteration 58Q: 3 clusters Score -1068799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1068799.250000 Penalty: 4651.012207
	Iteration 59Q: 3 clusters Score -1068799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1068799.500000 Penalty: 4651.012207
	Iteration 60F: 3 clusters Score -1068800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1068799.125000 Penalty: 4651.012207
	Iteration 61Q: 3 clusters Score -1068799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1068798.500000 Penalty: 4651.012207
	Iteration 62Q: 3 clusters Score -1068798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1068801.000000 Penalty: 4651.012207
	Iteration 63Q: 3 clusters Score -1068801 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1068799.875000 Penalty: 4651.012207
	Iteration 64Q: 3 clusters Score -1068800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1068802.750000 Penalty: 4651.012207
	Iteration 65Q: 3 clusters Score -1068803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1068803.250000 Penalty: 4651.012207
	Iteration 66Q: 3 clusters Score -1068803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1068805.500000 Penalty: 4651.012207
	Iteration 67Q: 3 clusters Score -1068806 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1068803.625000 Penalty: 4651.012207
	Iteration 68Q: 3 clusters Score -1068804 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1068804.875000 Penalty: 4651.012207
	Iteration 69Q: 3 clusters Score -1068805 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1068809.000000 Penalty: 4651.012207
	Iteration 70Q: 3 clusters Score -1068809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1068807.125000 Penalty: 4651.012207
	Iteration 71Q: 3 clusters Score -1068807 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1068807.750000 Penalty: 4651.012207
	Iteration 72Q: 3 clusters Score -1068808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -1068808.500000 Penalty: 4651.012207
	Iteration 73Q: 3 clusters Score -1068808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -1068810.625000 Penalty: 4651.012207
	Iteration 74Q: 3 clusters Score -1068811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1068811.750000 Penalty: 4651.012207
	Iteration 75Q: 3 clusters Score -1068812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1068812.875000 Penalty: 4651.012207
	Iteration 76Q: 3 clusters Score -1068813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1068813.875000 Penalty: 4651.012207
	Iteration 77Q: 3 clusters Score -1068814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -1068814.750000 Penalty: 4651.012207
	Iteration 78Q: 3 clusters Score -1068815 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1068818.750000 Penalty: 4651.012207
	Iteration 79Q: 3 clusters Score -1068819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1068819.000000 Penalty: 4651.012207
	Iteration 80F: 3 clusters Score -1068819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1068818.375000 Penalty: 4651.012207
	Iteration 81Q: 3 clusters Score -1068818 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1068820.375000 Penalty: 4651.012207
	Iteration 82Q: 3 clusters Score -1068820 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1068823.250000 Penalty: 4651.012207
	Iteration 83Q: 3 clusters Score -1068823 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1068824.000000 Penalty: 4651.012207
	Iteration 84Q: 3 clusters Score -1068824 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1068825.500000 Penalty: 4651.012207
	Iteration 85Q: 3 clusters Score -1068826 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1068830.500000 Penalty: 4651.012207
	Iteration 86Q: 3 clusters Score -1068830 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1068834.000000 Penalty: 4651.012207
	Iteration 87Q: 3 clusters Score -1068834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1068836.125000 Penalty: 4651.012207
	Iteration 88Q: 3 clusters Score -1068836 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1068835.250000 Penalty: 4651.012207
	Iteration 89Q: 3 clusters Score -1068835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1068832.750000 Penalty: 4651.012207
	Iteration 90Q: 3 clusters Score -1068833 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1068834.000000 Penalty: 4651.012207
	Iteration 91Q: 3 clusters Score -1068834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1068834.000000 Penalty: 4651.012207
	Iteration 92Q: 3 clusters Score -1068834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1068834.000000 Penalty: 4651.012207
	Iteration 93F: 3 clusters Score -1068834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (18996 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18996 members 
Entering Unmasked Estep 
Score: -2133071.250000 Penalty: 2443.291992
	Iteration 0F: 2 clusters Score -2133071 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -2119718.000000 Penalty: 4886.583984
	Iteration 0F: 3 clusters Score -2119718 nChanged 8263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -2124087.750000 Penalty: 4886.583984
	Iteration 1F: 3 clusters Score -2124088 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -2124562.250000 Penalty: 4886.583984
	Iteration 2F: 3 clusters Score -2124562 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -2124981.000000 Penalty: 4886.583984
	Iteration 3F: 3 clusters Score -2124981 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -2125357.000000 Penalty: 4886.583984
	Iteration 4Q: 3 clusters Score -2125357 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -2125771.500000 Penalty: 4886.583984
	Iteration 5Q: 3 clusters Score -2125772 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 7537 members 
Entering Unmasked Estep 
Score: -2126266.000000 Penalty: 4886.583984
	Iteration 6Q: 3 clusters Score -2126266 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2126802.750000 Penalty: 4886.583984
	Iteration 7Q: 3 clusters Score -2126803 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2127363.250000 Penalty: 4886.583984
	Iteration 8Q: 3 clusters Score -2127363 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13152 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -2127932.000000 Penalty: 4886.583984
	Iteration 9Q: 3 clusters Score -2127932 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2128475.500000 Penalty: 4886.583984
	Iteration 10Q: 3 clusters Score -2128476 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2129045.500000 Penalty: 4886.583984
	Iteration 11Q: 3 clusters Score -2129046 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -2129528.000000 Penalty: 4886.583984
	Iteration 12Q: 3 clusters Score -2129528 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -2129967.750000 Penalty: 4886.583984
	Iteration 13Q: 3 clusters Score -2129968 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16337 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -2130334.000000 Penalty: 4886.583984
	Iteration 14Q: 3 clusters Score -2130334 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2130650.250000 Penalty: 4886.583984
	Iteration 15Q: 3 clusters Score -2130650 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2130944.750000 Penalty: 4886.583984
	Iteration 16Q: 3 clusters Score -2130945 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2131165.750000 Penalty: 4886.583984
	Iteration 17Q: 3 clusters Score -2131166 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -2131305.500000 Penalty: 4886.583984
	Iteration 18Q: 3 clusters Score -2131306 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -2131391.500000 Penalty: 4886.583984
	Iteration 19Q: 3 clusters Score -2131392 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2131468.500000 Penalty: 4886.583984
	Iteration 20F: 3 clusters Score -2131468 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2131516.250000 Penalty: 4886.583984
	Iteration 21Q: 3 clusters Score -2131516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2131550.000000 Penalty: 4886.583984
	Iteration 22Q: 3 clusters Score -2131550 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2131567.000000 Penalty: 4886.583984
	Iteration 23Q: 3 clusters Score -2131567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2131575.000000 Penalty: 4886.583984
	Iteration 24Q: 3 clusters Score -2131575 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -2131584.500000 Penalty: 4886.583984
	Iteration 25Q: 3 clusters Score -2131584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2131589.500000 Penalty: 4886.583984
	Iteration 26Q: 3 clusters Score -2131590 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2131597.500000 Penalty: 4886.583984
	Iteration 27Q: 3 clusters Score -2131598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2131602.250000 Penalty: 4886.583984
	Iteration 28Q: 3 clusters Score -2131602 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2131605.750000 Penalty: 4886.583984
	Iteration 29Q: 3 clusters Score -2131606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2131605.000000 Penalty: 4886.583984
	Iteration 30Q: 3 clusters Score -2131605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2131605.000000 Penalty: 4886.583984
	Iteration 31F: 3 clusters Score -2131605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (171412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171412 members 
Entering Unmasked Estep 
Score: -20192362.000000 Penalty: 2988.852783
	Iteration 0F: 2 clusters Score -2.019236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85602 members 
Mstep: Class 2 contains 85810 members 
Entering Unmasked Estep 
Score: -20077920.000000 Penalty: 5977.705566
	Iteration 0F: 3 clusters Score -2.007792e+07 nChanged 82033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84235 members 
Mstep: Class 2 contains 87177 members 
Entering Unmasked Estep 
Score: -20125466.000000 Penalty: 5977.705566
	Iteration 1F: 3 clusters Score -2.012547e+07 nChanged 4792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83111 members 
Mstep: Class 2 contains 88301 members 
Entering Unmasked Estep 
Score: -20126440.000000 Penalty: 5977.705566
	Iteration 2Q: 3 clusters Score -2.012644e+07 nChanged 5012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 90071 members 
Entering Unmasked Estep 
Score: -20127588.000000 Penalty: 5977.705566
	Iteration 3Q: 3 clusters Score -2.012759e+07 nChanged 5786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78469 members 
Mstep: Class 2 contains 92943 members 
Entering Unmasked Estep 
Score: -20129234.000000 Penalty: 5977.705566
	Iteration 4Q: 3 clusters Score -2.012923e+07 nChanged 7044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74103 members 
Mstep: Class 2 contains 97309 members 
Entering Unmasked Estep 
Score: -20132044.000000 Penalty: 5977.705566
	Iteration 5Q: 3 clusters Score -2.013204e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 103961 members 
Entering Unmasked Estep 
Score: -20136344.000000 Penalty: 5977.705566
	Iteration 6F: 3 clusters Score -2.013634e+07 nChanged 11277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57918 members 
Mstep: Class 2 contains 113494 members 
Entering Unmasked Estep 
Score: -20143318.000000 Penalty: 5977.705566
	Iteration 7F: 3 clusters Score -2.014332e+07 nChanged 13334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45912 members 
Mstep: Class 2 contains 125500 members 
Entering Unmasked Estep 
Score: -20153812.000000 Penalty: 5977.705566
	Iteration 8F: 3 clusters Score -2.015381e+07 nChanged 13238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 137894 members 
Entering Unmasked Estep 
Score: -20166304.000000 Penalty: 5977.705566
	Iteration 9F: 3 clusters Score -2.01663e+07 nChanged 10038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 147176 members 
Entering Unmasked Estep 
Score: -20176962.000000 Penalty: 5977.705566
	Iteration 10F: 3 clusters Score -2.017696e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 152065 members 
Entering Unmasked Estep 
Score: -20182464.000000 Penalty: 5977.705566
	Iteration 11Q: 3 clusters Score -2.018246e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 154685 members 
Entering Unmasked Estep 
Score: -20184850.000000 Penalty: 5977.705566
	Iteration 12Q: 3 clusters Score -2.018485e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 156571 members 
Entering Unmasked Estep 
Score: -20185988.000000 Penalty: 5977.705566
	Iteration 13Q: 3 clusters Score -2.018599e+07 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13231 members 
Mstep: Class 2 contains 158181 members 
Entering Unmasked Estep 
Score: -20186818.000000 Penalty: 5977.705566
	Iteration 14Q: 3 clusters Score -2.018682e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 159564 members 
Entering Unmasked Estep 
Score: -20187482.000000 Penalty: 5977.705566
	Iteration 15Q: 3 clusters Score -2.018748e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 160748 members 
Entering Unmasked Estep 
Score: -20187930.000000 Penalty: 5977.705566
	Iteration 16Q: 3 clusters Score -2.018793e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 161776 members 
Entering Unmasked Estep 
Score: -20188290.000000 Penalty: 5977.705566
	Iteration 17Q: 3 clusters Score -2.018829e+07 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 162693 members 
Entering Unmasked Estep 
Score: -20188588.000000 Penalty: 5977.705566
	Iteration 18Q: 3 clusters Score -2.018859e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 163468 members 
Entering Unmasked Estep 
Score: -20188808.000000 Penalty: 5977.705566
	Iteration 19Q: 3 clusters Score -2.018881e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 164133 members 
Entering Unmasked Estep 
Score: -20189050.000000 Penalty: 5977.705566
	Iteration 20F: 3 clusters Score -2.018905e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 164702 members 
Entering Unmasked Estep 
Score: -20189148.000000 Penalty: 5977.705566
	Iteration 21Q: 3 clusters Score -2.018915e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 165185 members 
Entering Unmasked Estep 
Score: -20189214.000000 Penalty: 5977.705566
	Iteration 22Q: 3 clusters Score -2.018921e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 165578 members 
Entering Unmasked Estep 
Score: -20189252.000000 Penalty: 5977.705566
	Iteration 23Q: 3 clusters Score -2.018925e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 165887 members 
Entering Unmasked Estep 
Score: -20189320.000000 Penalty: 5977.705566
	Iteration 24Q: 3 clusters Score -2.018932e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 166166 members 
Entering Unmasked Estep 
Score: -20189412.000000 Penalty: 5977.705566
	Iteration 25Q: 3 clusters Score -2.018941e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 166426 members 
Entering Unmasked Estep 
Score: -20189458.000000 Penalty: 5977.705566
	Iteration 26Q: 3 clusters Score -2.018946e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4753 members 
Mstep: Class 2 contains 166659 members 
Entering Unmasked Estep 
Score: -20189552.000000 Penalty: 5977.705566
	Iteration 27Q: 3 clusters Score -2.018955e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 166874 members 
Entering Unmasked Estep 
Score: -20189568.000000 Penalty: 5977.705566
	Iteration 28Q: 3 clusters Score -2.018957e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 167077 members 
Entering Unmasked Estep 
Score: -20189612.000000 Penalty: 5977.705566
	Iteration 29Q: 3 clusters Score -2.018961e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 167253 members 
Entering Unmasked Estep 
Score: -20189656.000000 Penalty: 5977.705566
	Iteration 30Q: 3 clusters Score -2.018966e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 167397 members 
Entering Unmasked Estep 
Score: -20189734.000000 Penalty: 5977.705566
	Iteration 31Q: 3 clusters Score -2.018973e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 167533 members 
Entering Unmasked Estep 
Score: -20189786.000000 Penalty: 5977.705566
	Iteration 32Q: 3 clusters Score -2.018979e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 167651 members 
Entering Unmasked Estep 
Score: -20189842.000000 Penalty: 5977.705566
	Iteration 33Q: 3 clusters Score -2.018984e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 167761 members 
Entering Unmasked Estep 
Score: -20189848.000000 Penalty: 5977.705566
	Iteration 34Q: 3 clusters Score -2.018985e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 167862 members 
Entering Unmasked Estep 
Score: -20189878.000000 Penalty: 5977.705566
	Iteration 35Q: 3 clusters Score -2.018988e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 167955 members 
Entering Unmasked Estep 
Score: -20189876.000000 Penalty: 5977.705566
	Iteration 36Q: 3 clusters Score -2.018988e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 168043 members 
Entering Unmasked Estep 
Score: -20189910.000000 Penalty: 5977.705566
	Iteration 37Q: 3 clusters Score -2.018991e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 168117 members 
Entering Unmasked Estep 
Score: -20189938.000000 Penalty: 5977.705566
	Iteration 38Q: 3 clusters Score -2.018994e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 168176 members 
Entering Unmasked Estep 
Score: -20189952.000000 Penalty: 5977.705566
	Iteration 39Q: 3 clusters Score -2.018995e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 168240 members 
Entering Unmasked Estep 
Score: -20189960.000000 Penalty: 5977.705566
	Iteration 40F: 3 clusters Score -2.018996e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 168300 members 
Entering Unmasked Estep 
Score: -20189972.000000 Penalty: 5977.705566
	Iteration 41Q: 3 clusters Score -2.018997e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 168356 members 
Entering Unmasked Estep 
Score: -20189986.000000 Penalty: 5977.705566
	Iteration 42Q: 3 clusters Score -2.018999e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 168397 members 
Entering Unmasked Estep 
Score: -20189986.000000 Penalty: 5977.705566
	Iteration 43Q: 3 clusters Score -2.018999e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 168436 members 
Entering Unmasked Estep 
Score: -20189996.000000 Penalty: 5977.705566
	Iteration 44Q: 3 clusters Score -2.019e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 168481 members 
Entering Unmasked Estep 
Score: -20190016.000000 Penalty: 5977.705566
	Iteration 45Q: 3 clusters Score -2.019002e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 168528 members 
Entering Unmasked Estep 
Score: -20190052.000000 Penalty: 5977.705566
	Iteration 46Q: 3 clusters Score -2.019005e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 168572 members 
Entering Unmasked Estep 
Score: -20190032.000000 Penalty: 5977.705566
	Iteration 47Q: 3 clusters Score -2.019003e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 168610 members 
Entering Unmasked Estep 
Score: -20190054.000000 Penalty: 5977.705566
	Iteration 48Q: 3 clusters Score -2.019005e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 168649 members 
Entering Unmasked Estep 
Score: -20190072.000000 Penalty: 5977.705566
	Iteration 49Q: 3 clusters Score -2.019007e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 168685 members 
Entering Unmasked Estep 
Score: -20190060.000000 Penalty: 5977.705566
	Iteration 50Q: 3 clusters Score -2.019006e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 168712 members 
Entering Unmasked Estep 
Score: -20190086.000000 Penalty: 5977.705566
	Iteration 51Q: 3 clusters Score -2.019009e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 168735 members 
Entering Unmasked Estep 
Score: -20190074.000000 Penalty: 5977.705566
	Iteration 52Q: 3 clusters Score -2.019007e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 168761 members 
Entering Unmasked Estep 
Score: -20190054.000000 Penalty: 5977.705566
	Iteration 53Q: 3 clusters Score -2.019005e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 168783 members 
Entering Unmasked Estep 
Score: -20190040.000000 Penalty: 5977.705566
	Iteration 54Q: 3 clusters Score -2.019004e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 168804 members 
Entering Unmasked Estep 
Score: -20190046.000000 Penalty: 5977.705566
	Iteration 55Q: 3 clusters Score -2.019005e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 168829 members 
Entering Unmasked Estep 
Score: -20190022.000000 Penalty: 5977.705566
	Iteration 56Q: 3 clusters Score -2.019002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 168852 members 
Entering Unmasked Estep 
Score: -20190038.000000 Penalty: 5977.705566
	Iteration 57Q: 3 clusters Score -2.019004e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 168870 members 
Entering Unmasked Estep 
Score: -20190044.000000 Penalty: 5977.705566
	Iteration 58Q: 3 clusters Score -2.019004e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 168885 members 
Entering Unmasked Estep 
Score: -20190052.000000 Penalty: 5977.705566
	Iteration 59Q: 3 clusters Score -2.019005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 168899 members 
Entering Unmasked Estep 
Score: -20190048.000000 Penalty: 5977.705566
	Iteration 60F: 3 clusters Score -2.019005e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 168909 members 
Entering Unmasked Estep 
Score: -20190032.000000 Penalty: 5977.705566
	Iteration 61Q: 3 clusters Score -2.019003e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 168915 members 
Entering Unmasked Estep 
Score: -20190050.000000 Penalty: 5977.705566
	Iteration 62Q: 3 clusters Score -2.019005e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 168920 members 
Entering Unmasked Estep 
Score: -20190040.000000 Penalty: 5977.705566
	Iteration 63Q: 3 clusters Score -2.019004e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 168921 members 
Entering Unmasked Estep 
Score: -20190052.000000 Penalty: 5977.705566
	Iteration 64Q: 3 clusters Score -2.019005e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 168922 members 
Entering Unmasked Estep 
Score: -20190048.000000 Penalty: 5977.705566
	Iteration 65Q: 3 clusters Score -2.019005e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 168922 members 
Entering Unmasked Estep 
Score: -20190048.000000 Penalty: 5977.705566
	Iteration 66F: 3 clusters Score -2.019005e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Entering Unmasked Estep 
Score: -261577.203125 Penalty: 1913.350708
	Iteration 0F: 2 clusters Score -261577.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -258770.890625 Penalty: 3826.701416
	Iteration 0F: 3 clusters Score -258770.9 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -259234.531250 Penalty: 3826.701416
	Iteration 1F: 3 clusters Score -259234.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -259354.296875 Penalty: 3826.701416
	Iteration 2F: 3 clusters Score -259354.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -259425.062500 Penalty: 3826.701416
	Iteration 3Q: 3 clusters Score -259425.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -259475.671875 Penalty: 3826.701416
	Iteration 4Q: 3 clusters Score -259475.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -259514.609375 Penalty: 3826.701416
	Iteration 5Q: 3 clusters Score -259514.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -259535.546875 Penalty: 3826.701416
	Iteration 6Q: 3 clusters Score -259535.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -259552.015625 Penalty: 3826.701416
	Iteration 7Q: 3 clusters Score -259552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -259561.843750 Penalty: 3826.701416
	Iteration 8Q: 3 clusters Score -259561.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -259570.218750 Penalty: 3826.701416
	Iteration 9Q: 3 clusters Score -259570.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -259576.828125 Penalty: 3826.701416
	Iteration 10Q: 3 clusters Score -259576.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -259579.968750 Penalty: 3826.701416
	Iteration 11Q: 3 clusters Score -259580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -259583.468750 Penalty: 3826.701416
	Iteration 12Q: 3 clusters Score -259583.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -259586.359375 Penalty: 3826.701416
	Iteration 13Q: 3 clusters Score -259586.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -259590.140625 Penalty: 3826.701416
	Iteration 14Q: 3 clusters Score -259590.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -259592.218750 Penalty: 3826.701416
	Iteration 15Q: 3 clusters Score -259592.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -259593.031250 Penalty: 3826.701416
	Iteration 16Q: 3 clusters Score -259593 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -259593.984375 Penalty: 3826.701416
	Iteration 17Q: 3 clusters Score -259594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -259595.328125 Penalty: 3826.701416
	Iteration 18Q: 3 clusters Score -259595.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -259595.703125 Penalty: 3826.701416
	Iteration 19Q: 3 clusters Score -259595.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -259595.703125 Penalty: 3826.701416
	Iteration 20F: 3 clusters Score -259595.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -48006.191406 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -48006.19 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -46528.527344 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -46528.53 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -46683.804688 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -46683.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -46734.148438 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -46734.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46748.527344 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -46748.53 nChanged 5
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: -46760.964844 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -46760.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46771.054688 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -46771.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -46771.054688 Penalty: 3052.809570
	Iteration 6F: 3 clusters Score -46771.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Entering Unmasked Estep 
Score: -2317588.000000 Penalty: 2488.603271
	Iteration 0F: 2 clusters Score -2317588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -2301717.750000 Penalty: 4977.206543
	Iteration 0F: 3 clusters Score -2301718 nChanged 10151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2307413.250000 Penalty: 4977.206543
	Iteration 1F: 3 clusters Score -2307413 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2307955.500000 Penalty: 4977.206543
	Iteration 2F: 3 clusters Score -2307956 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -2308477.250000 Penalty: 4977.206543
	Iteration 3F: 3 clusters Score -2308477 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -2309051.500000 Penalty: 4977.206543
	Iteration 4Q: 3 clusters Score -2309052 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2309750.500000 Penalty: 4977.206543
	Iteration 5F: 3 clusters Score -2309750 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 15369 members 
Entering Unmasked Estep 
Score: -2310652.000000 Penalty: 4977.206543
	Iteration 6F: 3 clusters Score -2310652 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2311647.750000 Penalty: 4977.206543
	Iteration 7F: 3 clusters Score -2311648 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -2312645.000000 Penalty: 4977.206543
	Iteration 8F: 3 clusters Score -2312645 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
Score: -2313482.500000 Penalty: 4977.206543
	Iteration 9Q: 3 clusters Score -2313482 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2314084.000000 Penalty: 4977.206543
	Iteration 10Q: 3 clusters Score -2314084 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 19596 members 
Entering Unmasked Estep 
Score: -2314508.750000 Penalty: 4977.206543
	Iteration 11Q: 3 clusters Score -2314509 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -2314790.750000 Penalty: 4977.206543
	Iteration 12Q: 3 clusters Score -2314791 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -2314983.000000 Penalty: 4977.206543
	Iteration 13Q: 3 clusters Score -2314983 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 20570 members 
Entering Unmasked Estep 
Score: -2315131.250000 Penalty: 4977.206543
	Iteration 14Q: 3 clusters Score -2315131 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -2315224.500000 Penalty: 4977.206543
	Iteration 15Q: 3 clusters Score -2315224 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2315308.000000 Penalty: 4977.206543
	Iteration 16Q: 3 clusters Score -2315308 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -2315366.000000 Penalty: 4977.206543
	Iteration 17Q: 3 clusters Score -2315366 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -2315410.250000 Penalty: 4977.206543
	Iteration 18Q: 3 clusters Score -2315410 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21162 members 
Entering Unmasked Estep 
Score: -2315448.250000 Penalty: 4977.206543
	Iteration 19Q: 3 clusters Score -2315448 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2315474.000000 Penalty: 4977.206543
	Iteration 20F: 3 clusters Score -2315474 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2315488.500000 Penalty: 4977.206543
	Iteration 21Q: 3 clusters Score -2315488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2315499.750000 Penalty: 4977.206543
	Iteration 22Q: 3 clusters Score -2315500 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2315510.000000 Penalty: 4977.206543
	Iteration 23Q: 3 clusters Score -2315510 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 21359 members 
Entering Unmasked Estep 
Score: -2315524.750000 Penalty: 4977.206543
	Iteration 24Q: 3 clusters Score -2315525 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -2315538.500000 Penalty: 4977.206543
	Iteration 25Q: 3 clusters Score -2315538 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2315546.250000 Penalty: 4977.206543
	Iteration 26Q: 3 clusters Score -2315546 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 21430 members 
Entering Unmasked Estep 
Score: -2315553.750000 Penalty: 4977.206543
	Iteration 27Q: 3 clusters Score -2315554 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -2315559.250000 Penalty: 4977.206543
	Iteration 28Q: 3 clusters Score -2315559 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 21469 members 
Entering Unmasked Estep 
Score: -2315563.750000 Penalty: 4977.206543
	Iteration 29Q: 3 clusters Score -2315564 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2315568.000000 Penalty: 4977.206543
	Iteration 30Q: 3 clusters Score -2315568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -2315570.250000 Penalty: 4977.206543
	Iteration 31Q: 3 clusters Score -2315570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2315575.500000 Penalty: 4977.206543
	Iteration 32Q: 3 clusters Score -2315576 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -2315580.750000 Penalty: 4977.206543
	Iteration 33Q: 3 clusters Score -2315581 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -2315584.500000 Penalty: 4977.206543
	Iteration 34Q: 3 clusters Score -2315584 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -2315586.500000 Penalty: 4977.206543
	Iteration 35Q: 3 clusters Score -2315586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -2315589.500000 Penalty: 4977.206543
	Iteration 36Q: 3 clusters Score -2315590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2315585.000000 Penalty: 4977.206543
	Iteration 37Q: 3 clusters Score -2315585 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2315587.500000 Penalty: 4977.206543
	Iteration 38Q: 3 clusters Score -2315588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2315590.500000 Penalty: 4977.206543
	Iteration 39Q: 3 clusters Score -2315590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -2315589.000000 Penalty: 4977.206543
	Iteration 40F: 3 clusters Score -2315589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (293097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293097 members 
Entering Unmasked Estep 
Score: -34442012.000000 Penalty: 3121.888184
	Iteration 0F: 2 clusters Score -3.444201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 147334 members 
Entering Unmasked Estep 
Score: -34251416.000000 Penalty: 6243.776367
	Iteration 0F: 3 clusters Score -3.425142e+07 nChanged 141790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132283 members 
Mstep: Class 2 contains 160814 members 
Entering Unmasked Estep 
Score: -34336904.000000 Penalty: 6243.776367
	Iteration 1F: 3 clusters Score -3.43369e+07 nChanged 11522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123697 members 
Mstep: Class 2 contains 169400 members 
Entering Unmasked Estep 
Score: -34341004.000000 Penalty: 6243.776367
	Iteration 2Q: 3 clusters Score -3.4341e+07 nChanged 15151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110792 members 
Mstep: Class 2 contains 182305 members 
Entering Unmasked Estep 
Score: -34348908.000000 Penalty: 6243.776367
	Iteration 3F: 3 clusters Score -3.434891e+07 nChanged 19841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92547 members 
Mstep: Class 2 contains 200550 members 
Entering Unmasked Estep 
Score: -34361744.000000 Penalty: 6243.776367
	Iteration 4F: 3 clusters Score -3.436174e+07 nChanged 23809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69830 members 
Mstep: Class 2 contains 223267 members 
Entering Unmasked Estep 
Score: -34380608.000000 Penalty: 6243.776367
	Iteration 5F: 3 clusters Score -3.438061e+07 nChanged 23113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 245650 members 
Entering Unmasked Estep 
Score: -34401768.000000 Penalty: 6243.776367
	Iteration 6F: 3 clusters Score -3.440177e+07 nChanged 17548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30331 members 
Mstep: Class 2 contains 262766 members 
Entering Unmasked Estep 
Score: -34417628.000000 Penalty: 6243.776367
	Iteration 7F: 3 clusters Score -3.441763e+07 nChanged 11174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 273646 members 
Entering Unmasked Estep 
Score: -34427492.000000 Penalty: 6243.776367
	Iteration 8Q: 3 clusters Score -3.442749e+07 nChanged 6617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 280087 members 
Entering Unmasked Estep 
Score: -34432780.000000 Penalty: 6243.776367
	Iteration 9Q: 3 clusters Score -3.443278e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 283956 members 
Entering Unmasked Estep 
Score: -34435928.000000 Penalty: 6243.776367
	Iteration 10Q: 3 clusters Score -3.443593e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 286380 members 
Entering Unmasked Estep 
Score: -34437872.000000 Penalty: 6243.776367
	Iteration 11Q: 3 clusters Score -3.443787e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 287861 members 
Entering Unmasked Estep 
Score: -34438896.000000 Penalty: 6243.776367
	Iteration 12Q: 3 clusters Score -3.44389e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 288816 members 
Entering Unmasked Estep 
Score: -34439436.000000 Penalty: 6243.776367
	Iteration 13Q: 3 clusters Score -3.443944e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 289470 members 
Entering Unmasked Estep 
Score: -34439660.000000 Penalty: 6243.776367
	Iteration 14Q: 3 clusters Score -3.443966e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 289978 members 
Entering Unmasked Estep 
Score: -34439864.000000 Penalty: 6243.776367
	Iteration 15Q: 3 clusters Score -3.443986e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 290341 members 
Entering Unmasked Estep 
Score: -34440036.000000 Penalty: 6243.776367
	Iteration 16Q: 3 clusters Score -3.444004e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 290618 members 
Entering Unmasked Estep 
Score: -34440256.000000 Penalty: 6243.776367
	Iteration 17Q: 3 clusters Score -3.444026e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 290818 members 
Entering Unmasked Estep 
Score: -34440336.000000 Penalty: 6243.776367
	Iteration 18Q: 3 clusters Score -3.444034e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 290970 members 
Entering Unmasked Estep 
Score: -34440436.000000 Penalty: 6243.776367
	Iteration 19Q: 3 clusters Score -3.444044e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 291074 members 
Entering Unmasked Estep 
Score: -34440484.000000 Penalty: 6243.776367
	Iteration 20F: 3 clusters Score -3.444048e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 291151 members 
Entering Unmasked Estep 
Score: -34440500.000000 Penalty: 6243.776367
	Iteration 21Q: 3 clusters Score -3.44405e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 291211 members 
Entering Unmasked Estep 
Score: -34440516.000000 Penalty: 6243.776367
	Iteration 22Q: 3 clusters Score -3.444052e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 291267 members 
Entering Unmasked Estep 
Score: -34440520.000000 Penalty: 6243.776367
	Iteration 23Q: 3 clusters Score -3.444052e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 291301 members 
Entering Unmasked Estep 
Score: -34440500.000000 Penalty: 6243.776367
	Iteration 24Q: 3 clusters Score -3.44405e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 291350 members 
Entering Unmasked Estep 
Score: -34440508.000000 Penalty: 6243.776367
	Iteration 25Q: 3 clusters Score -3.444051e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 291382 members 
Entering Unmasked Estep 
Score: -34440512.000000 Penalty: 6243.776367
	Iteration 26Q: 3 clusters Score -3.444051e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 291408 members 
Entering Unmasked Estep 
Score: -34440520.000000 Penalty: 6243.776367
	Iteration 27Q: 3 clusters Score -3.444052e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 291432 members 
Entering Unmasked Estep 
Score: -34440528.000000 Penalty: 6243.776367
	Iteration 28Q: 3 clusters Score -3.444053e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 291461 members 
Entering Unmasked Estep 
Score: -34440548.000000 Penalty: 6243.776367
	Iteration 29Q: 3 clusters Score -3.444055e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 291483 members 
Entering Unmasked Estep 
Score: -34440560.000000 Penalty: 6243.776367
	Iteration 30Q: 3 clusters Score -3.444056e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 291493 members 
Entering Unmasked Estep 
Score: -34440584.000000 Penalty: 6243.776367
	Iteration 31Q: 3 clusters Score -3.444058e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 291500 members 
Entering Unmasked Estep 
Score: -34440608.000000 Penalty: 6243.776367
	Iteration 32Q: 3 clusters Score -3.444061e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 291514 members 
Entering Unmasked Estep 
Score: -34440584.000000 Penalty: 6243.776367
	Iteration 33Q: 3 clusters Score -3.444058e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 291526 members 
Entering Unmasked Estep 
Score: -34440608.000000 Penalty: 6243.776367
	Iteration 34Q: 3 clusters Score -3.444061e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 291537 members 
Entering Unmasked Estep 
Score: -34440596.000000 Penalty: 6243.776367
	Iteration 35Q: 3 clusters Score -3.44406e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 291550 members 
Entering Unmasked Estep 
Score: -34440644.000000 Penalty: 6243.776367
	Iteration 36Q: 3 clusters Score -3.444064e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 291559 members 
Entering Unmasked Estep 
Score: -34440684.000000 Penalty: 6243.776367
	Iteration 37Q: 3 clusters Score -3.444068e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 291576 members 
Entering Unmasked Estep 
Score: -34440768.000000 Penalty: 6243.776367
	Iteration 38Q: 3 clusters Score -3.444077e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 291598 members 
Entering Unmasked Estep 
Score: -34440756.000000 Penalty: 6243.776367
	Iteration 39Q: 3 clusters Score -3.444076e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 291620 members 
Entering Unmasked Estep 
Score: -34440784.000000 Penalty: 6243.776367
	Iteration 40F: 3 clusters Score -3.444078e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 291640 members 
Entering Unmasked Estep 
Score: -34440828.000000 Penalty: 6243.776367
	Iteration 41Q: 3 clusters Score -3.444083e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 291648 members 
Entering Unmasked Estep 
Score: -34440812.000000 Penalty: 6243.776367
	Iteration 42Q: 3 clusters Score -3.444081e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 291645 members 
Entering Unmasked Estep 
Score: -34440844.000000 Penalty: 6243.776367
	Iteration 43Q: 3 clusters Score -3.444084e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 291644 members 
Entering Unmasked Estep 
Score: -34440852.000000 Penalty: 6243.776367
	Iteration 44Q: 3 clusters Score -3.444085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 291640 members 
Entering Unmasked Estep 
Score: -34440856.000000 Penalty: 6243.776367
	Iteration 45Q: 3 clusters Score -3.444086e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 291639 members 
Entering Unmasked Estep 
Score: -34440832.000000 Penalty: 6243.776367
	Iteration 46Q: 3 clusters Score -3.444083e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 291633 members 
Entering Unmasked Estep 
Score: -34440844.000000 Penalty: 6243.776367
	Iteration 47Q: 3 clusters Score -3.444084e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 291628 members 
Entering Unmasked Estep 
Score: -34440856.000000 Penalty: 6243.776367
	Iteration 48Q: 3 clusters Score -3.444086e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 291626 members 
Entering Unmasked Estep 
Score: -34440844.000000 Penalty: 6243.776367
	Iteration 49Q: 3 clusters Score -3.444084e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 291622 members 
Entering Unmasked Estep 
Score: -34440864.000000 Penalty: 6243.776367
	Iteration 50Q: 3 clusters Score -3.444086e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 291615 members 
Entering Unmasked Estep 
Score: -34440888.000000 Penalty: 6243.776367
	Iteration 51Q: 3 clusters Score -3.444089e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 291607 members 
Entering Unmasked Estep 
Score: -34440876.000000 Penalty: 6243.776367
	Iteration 52Q: 3 clusters Score -3.444088e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 291602 members 
Entering Unmasked Estep 
Score: -34440888.000000 Penalty: 6243.776367
	Iteration 53Q: 3 clusters Score -3.444089e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 291597 members 
Entering Unmasked Estep 
Score: -34440884.000000 Penalty: 6243.776367
	Iteration 54Q: 3 clusters Score -3.444088e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 291598 members 
Entering Unmasked Estep 
Score: -34440892.000000 Penalty: 6243.776367
	Iteration 55Q: 3 clusters Score -3.444089e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 291602 members 
Entering Unmasked Estep 
Score: -34440860.000000 Penalty: 6243.776367
	Iteration 56Q: 3 clusters Score -3.444086e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 291604 members 
Entering Unmasked Estep 
Score: -34440868.000000 Penalty: 6243.776367
	Iteration 57Q: 3 clusters Score -3.444087e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 291603 members 
Entering Unmasked Estep 
Score: -34440900.000000 Penalty: 6243.776367
	Iteration 58Q: 3 clusters Score -3.44409e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 291606 members 
Entering Unmasked Estep 
Score: -34440880.000000 Penalty: 6243.776367
	Iteration 59Q: 3 clusters Score -3.444088e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 291608 members 
Entering Unmasked Estep 
Score: -34440892.000000 Penalty: 6243.776367
	Iteration 60F: 3 clusters Score -3.444089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 291609 members 
Entering Unmasked Estep 
Score: -34440888.000000 Penalty: 6243.776367
	Iteration 61Q: 3 clusters Score -3.444089e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 291610 members 
Entering Unmasked Estep 
Score: -34440872.000000 Penalty: 6243.776367
	Iteration 62Q: 3 clusters Score -3.444087e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 291610 members 
Entering Unmasked Estep 
Score: -34440860.000000 Penalty: 6243.776367
	Iteration 63Q: 3 clusters Score -3.444086e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 291609 members 
Entering Unmasked Estep 
Score: -34440868.000000 Penalty: 6243.776367
	Iteration 64Q: 3 clusters Score -3.444087e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 291605 members 
Entering Unmasked Estep 
Score: -34440868.000000 Penalty: 6243.776367
	Iteration 65Q: 3 clusters Score -3.444087e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 291603 members 
Entering Unmasked Estep 
Score: -34440912.000000 Penalty: 6243.776367
	Iteration 66Q: 3 clusters Score -3.444091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 291604 members 
Entering Unmasked Estep 
Score: -34440896.000000 Penalty: 6243.776367
	Iteration 67Q: 3 clusters Score -3.44409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 291605 members 
Entering Unmasked Estep 
Score: -34440900.000000 Penalty: 6243.776367
	Iteration 68Q: 3 clusters Score -3.44409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 291605 members 
Entering Unmasked Estep 
Score: -34440892.000000 Penalty: 6243.776367
	Iteration 69Q: 3 clusters Score -3.444089e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 291600 members 
Entering Unmasked Estep 
Score: -34440904.000000 Penalty: 6243.776367
	Iteration 70Q: 3 clusters Score -3.44409e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 291598 members 
Entering Unmasked Estep 
Score: -34440912.000000 Penalty: 6243.776367
	Iteration 71Q: 3 clusters Score -3.444091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 291599 members 
Entering Unmasked Estep 
Score: -34440912.000000 Penalty: 6243.776367
	Iteration 72Q: 3 clusters Score -3.444091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 291600 members 
Entering Unmasked Estep 
Score: -34440896.000000 Penalty: 6243.776367
	Iteration 73Q: 3 clusters Score -3.44409e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 291601 members 
Entering Unmasked Estep 
Score: -34440908.000000 Penalty: 6243.776367
	Iteration 74Q: 3 clusters Score -3.444091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 291600 members 
Entering Unmasked Estep 
Score: -34440912.000000 Penalty: 6243.776367
	Iteration 75Q: 3 clusters Score -3.444091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 291600 members 
Entering Unmasked Estep 
Score: -34440912.000000 Penalty: 6243.776367
	Iteration 76F: 3 clusters Score -3.444091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Entering Unmasked Estep 
Score: -143826.656250 Penalty: 1860.952515
	Iteration 0F: 2 clusters Score -143826.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -141318.015625 Penalty: 3721.905029
	Iteration 0F: 3 clusters Score -141318 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -141762.328125 Penalty: 3721.905029
	Iteration 1F: 3 clusters Score -141762.3 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -141896.062500 Penalty: 3721.905029
	Iteration 2F: 3 clusters Score -141896.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -141978.015625 Penalty: 3721.905029
	Iteration 3Q: 3 clusters Score -141978 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -142016.390625 Penalty: 3721.905029
	Iteration 4Q: 3 clusters Score -142016.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -142041.343750 Penalty: 3721.905029
	Iteration 5Q: 3 clusters Score -142041.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -142054.250000 Penalty: 3721.905029
	Iteration 6Q: 3 clusters Score -142054.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -142061.468750 Penalty: 3721.905029
	Iteration 7Q: 3 clusters Score -142061.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -142065.125000 Penalty: 3721.905029
	Iteration 8Q: 3 clusters Score -142065.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -142072.125000 Penalty: 3721.905029
	Iteration 9Q: 3 clusters Score -142072.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -142078.156250 Penalty: 3721.905029
	Iteration 10Q: 3 clusters Score -142078.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -142083.312500 Penalty: 3721.905029
	Iteration 11Q: 3 clusters Score -142083.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -142086.718750 Penalty: 3721.905029
	Iteration 12Q: 3 clusters Score -142086.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -142094.046875 Penalty: 3721.905029
	Iteration 13Q: 3 clusters Score -142094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -142099.328125 Penalty: 3721.905029
	Iteration 14Q: 3 clusters Score -142099.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -142105.546875 Penalty: 3721.905029
	Iteration 15Q: 3 clusters Score -142105.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -142112.921875 Penalty: 3721.905029
	Iteration 16Q: 3 clusters Score -142112.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -142119.640625 Penalty: 3721.905029
	Iteration 17Q: 3 clusters Score -142119.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -142124.406250 Penalty: 3721.905029
	Iteration 18Q: 3 clusters Score -142124.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -142126.968750 Penalty: 3721.905029
	Iteration 19Q: 3 clusters Score -142127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -142128.765625 Penalty: 3721.905029
	Iteration 20F: 3 clusters Score -142128.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -142129.453125 Penalty: 3721.905029
	Iteration 21Q: 3 clusters Score -142129.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -142130.765625 Penalty: 3721.905029
	Iteration 22Q: 3 clusters Score -142130.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -142133.109375 Penalty: 3721.905029
	Iteration 23Q: 3 clusters Score -142133.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -142136.890625 Penalty: 3721.905029
	Iteration 24Q: 3 clusters Score -142136.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -142138.984375 Penalty: 3721.905029
	Iteration 25Q: 3 clusters Score -142139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -142140.203125 Penalty: 3721.905029
	Iteration 26Q: 3 clusters Score -142140.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -142143.546875 Penalty: 3721.905029
	Iteration 27Q: 3 clusters Score -142143.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -142147.281250 Penalty: 3721.905029
	Iteration 28Q: 3 clusters Score -142147.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -142150.500000 Penalty: 3721.905029
	Iteration 29Q: 3 clusters Score -142150.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -142156.531250 Penalty: 3721.905029
	Iteration 30Q: 3 clusters Score -142156.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -142159.265625 Penalty: 3721.905029
	Iteration 31Q: 3 clusters Score -142159.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -142161.781250 Penalty: 3721.905029
	Iteration 32Q: 3 clusters Score -142161.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -142163.203125 Penalty: 3721.905029
	Iteration 33Q: 3 clusters Score -142163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -142166.125000 Penalty: 3721.905029
	Iteration 34Q: 3 clusters Score -142166.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -142168.421875 Penalty: 3721.905029
	Iteration 35Q: 3 clusters Score -142168.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -142171.062500 Penalty: 3721.905029
	Iteration 36Q: 3 clusters Score -142171.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -142173.125000 Penalty: 3721.905029
	Iteration 37Q: 3 clusters Score -142173.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -142179.656250 Penalty: 3721.905029
	Iteration 38Q: 3 clusters Score -142179.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -142187.093750 Penalty: 3721.905029
	Iteration 39Q: 3 clusters Score -142187.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -142193.734375 Penalty: 3721.905029
	Iteration 40F: 3 clusters Score -142193.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -142197.906250 Penalty: 3721.905029
	Iteration 41Q: 3 clusters Score -142197.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -142199.234375 Penalty: 3721.905029
	Iteration 42Q: 3 clusters Score -142199.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -142199.234375 Penalty: 3721.905029
	Iteration 43F: 3 clusters Score -142199.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (21372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Entering Unmasked Estep 
Score: -2560866.500000 Penalty: 2472.519531
	Iteration 0F: 2 clusters Score -2560866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -2545930.000000 Penalty: 4945.039062
	Iteration 0F: 3 clusters Score -2545930 nChanged 9386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2550975.500000 Penalty: 4945.039062
	Iteration 1F: 3 clusters Score -2550976 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -2551387.750000 Penalty: 4945.039062
	Iteration 2F: 3 clusters Score -2551388 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -2551745.500000 Penalty: 4945.039062
	Iteration 3Q: 3 clusters Score -2551746 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -2552122.500000 Penalty: 4945.039062
	Iteration 4Q: 3 clusters Score -2552122 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -2552585.250000 Penalty: 4945.039062
	Iteration 5Q: 3 clusters Score -2552585 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -2553260.750000 Penalty: 4945.039062
	Iteration 6F: 3 clusters Score -2553261 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 16051 members 
Entering Unmasked Estep 
Score: -2554158.500000 Penalty: 4945.039062
	Iteration 7F: 3 clusters Score -2554158 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2555345.000000 Penalty: 4945.039062
	Iteration 8F: 3 clusters Score -2555345 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2556572.000000 Penalty: 4945.039062
	Iteration 9F: 3 clusters Score -2556572 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -2557575.750000 Penalty: 4945.039062
	Iteration 10Q: 3 clusters Score -2557576 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 20162 members 
Entering Unmasked Estep 
Score: -2558120.250000 Penalty: 4945.039062
	Iteration 11Q: 3 clusters Score -2558120 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 20450 members 
Entering Unmasked Estep 
Score: -2558406.750000 Penalty: 4945.039062
	Iteration 12Q: 3 clusters Score -2558407 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2558568.750000 Penalty: 4945.039062
	Iteration 13Q: 3 clusters Score -2558569 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2558683.000000 Penalty: 4945.039062
	Iteration 14Q: 3 clusters Score -2558683 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2558741.250000 Penalty: 4945.039062
	Iteration 15Q: 3 clusters Score -2558741 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2558789.500000 Penalty: 4945.039062
	Iteration 16Q: 3 clusters Score -2558790 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2558814.000000 Penalty: 4945.039062
	Iteration 17Q: 3 clusters Score -2558814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2558848.750000 Penalty: 4945.039062
	Iteration 18Q: 3 clusters Score -2558849 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2558866.500000 Penalty: 4945.039062
	Iteration 19Q: 3 clusters Score -2558866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -2558878.250000 Penalty: 4945.039062
	Iteration 20F: 3 clusters Score -2558878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 20816 members 
Entering Unmasked Estep 
Score: -2558888.500000 Penalty: 4945.039062
	Iteration 21Q: 3 clusters Score -2558888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -2558895.750000 Penalty: 4945.039062
	Iteration 22Q: 3 clusters Score -2558896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2558900.000000 Penalty: 4945.039062
	Iteration 23Q: 3 clusters Score -2558900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2558902.000000 Penalty: 4945.039062
	Iteration 24Q: 3 clusters Score -2558902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 20826 members 
Entering Unmasked Estep 
Score: -2558913.500000 Penalty: 4945.039062
	Iteration 25Q: 3 clusters Score -2558914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 20832 members 
Entering Unmasked Estep 
Score: -2558919.750000 Penalty: 4945.039062
	Iteration 26Q: 3 clusters Score -2558920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2558925.000000 Penalty: 4945.039062
	Iteration 27Q: 3 clusters Score -2558925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2558937.000000 Penalty: 4945.039062
	Iteration 28Q: 3 clusters Score -2558937 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -2558945.250000 Penalty: 4945.039062
	Iteration 29Q: 3 clusters Score -2558945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 20838 members 
Entering Unmasked Estep 
Score: -2558952.000000 Penalty: 4945.039062
	Iteration 30Q: 3 clusters Score -2558952 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2558952.500000 Penalty: 4945.039062
	Iteration 31Q: 3 clusters Score -2558952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2558958.250000 Penalty: 4945.039062
	Iteration 32Q: 3 clusters Score -2558958 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2558953.750000 Penalty: 4945.039062
	Iteration 33Q: 3 clusters Score -2558954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2558959.000000 Penalty: 4945.039062
	Iteration 34Q: 3 clusters Score -2558959 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2558962.750000 Penalty: 4945.039062
	Iteration 35Q: 3 clusters Score -2558963 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2558962.750000 Penalty: 4945.039062
	Iteration 36F: 3 clusters Score -2558963 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -165582.609375 Penalty: 1886.753784
	Iteration 0F: 2 clusters Score -165582.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -162945.250000 Penalty: 3773.507568
	Iteration 0F: 3 clusters Score -162945.2 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -163456.109375 Penalty: 3773.507568
	Iteration 1F: 3 clusters Score -163456.1 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -163623.062500 Penalty: 3773.507568
	Iteration 2F: 3 clusters Score -163623.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -163761.812500 Penalty: 3773.507568
	Iteration 3F: 3 clusters Score -163761.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -163853.734375 Penalty: 3773.507568
	Iteration 4Q: 3 clusters Score -163853.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -163921.015625 Penalty: 3773.507568
	Iteration 5Q: 3 clusters Score -163921 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -163958.859375 Penalty: 3773.507568
	Iteration 6Q: 3 clusters Score -163958.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -163999.828125 Penalty: 3773.507568
	Iteration 7Q: 3 clusters Score -163999.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -164028.062500 Penalty: 3773.507568
	Iteration 8Q: 3 clusters Score -164028.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -164045.437500 Penalty: 3773.507568
	Iteration 9Q: 3 clusters Score -164045.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -164063.000000 Penalty: 3773.507568
	Iteration 10Q: 3 clusters Score -164063 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -164077.296875 Penalty: 3773.507568
	Iteration 11Q: 3 clusters Score -164077.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -164094.734375 Penalty: 3773.507568
	Iteration 12Q: 3 clusters Score -164094.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -164108.156250 Penalty: 3773.507568
	Iteration 13Q: 3 clusters Score -164108.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -164127.250000 Penalty: 3773.507568
	Iteration 14Q: 3 clusters Score -164127.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -164148.453125 Penalty: 3773.507568
	Iteration 15Q: 3 clusters Score -164148.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -164158.406250 Penalty: 3773.507568
	Iteration 16Q: 3 clusters Score -164158.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -164164.859375 Penalty: 3773.507568
	Iteration 17Q: 3 clusters Score -164164.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -164170.875000 Penalty: 3773.507568
	Iteration 18Q: 3 clusters Score -164170.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -164176.687500 Penalty: 3773.507568
	Iteration 19Q: 3 clusters Score -164176.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -164180.296875 Penalty: 3773.507568
	Iteration 20F: 3 clusters Score -164180.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -164183.875000 Penalty: 3773.507568
	Iteration 21Q: 3 clusters Score -164183.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -164186.812500 Penalty: 3773.507568
	Iteration 22Q: 3 clusters Score -164186.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -164189.171875 Penalty: 3773.507568
	Iteration 23Q: 3 clusters Score -164189.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -164191.734375 Penalty: 3773.507568
	Iteration 24Q: 3 clusters Score -164191.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -164193.765625 Penalty: 3773.507568
	Iteration 25Q: 3 clusters Score -164193.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -164198.218750 Penalty: 3773.507568
	Iteration 26Q: 3 clusters Score -164198.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -164200.625000 Penalty: 3773.507568
	Iteration 27Q: 3 clusters Score -164200.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -164203.500000 Penalty: 3773.507568
	Iteration 28Q: 3 clusters Score -164203.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -164209.015625 Penalty: 3773.507568
	Iteration 29Q: 3 clusters Score -164209 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164211.750000 Penalty: 3773.507568
	Iteration 30Q: 3 clusters Score -164211.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -164213.656250 Penalty: 3773.507568
	Iteration 31Q: 3 clusters Score -164213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -164214.125000 Penalty: 3773.507568
	Iteration 32Q: 3 clusters Score -164214.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -164215.140625 Penalty: 3773.507568
	Iteration 33Q: 3 clusters Score -164215.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164216.687500 Penalty: 3773.507568
	Iteration 34Q: 3 clusters Score -164216.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -164216.687500 Penalty: 3773.507568
	Iteration 35F: 3 clusters Score -164216.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Entering Unmasked Estep 
Score: -268380.031250 Penalty: 1947.597656
	Iteration 0F: 2 clusters Score -268380 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 1279 members 
Entering Unmasked Estep 
Score: -265398.062500 Penalty: 3895.195312
	Iteration 0F: 3 clusters Score -265398.1 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -266070.812500 Penalty: 3895.195312
	Iteration 1F: 3 clusters Score -266070.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -266285.656250 Penalty: 3895.195312
	Iteration 2F: 3 clusters Score -266285.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -266396.281250 Penalty: 3895.195312
	Iteration 3F: 3 clusters Score -266396.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -266477.250000 Penalty: 3895.195312
	Iteration 4Q: 3 clusters Score -266477.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -266534.781250 Penalty: 3895.195312
	Iteration 5Q: 3 clusters Score -266534.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -266568.375000 Penalty: 3895.195312
	Iteration 6Q: 3 clusters Score -266568.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -266607.406250 Penalty: 3895.195312
	Iteration 7Q: 3 clusters Score -266607.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -266644.406250 Penalty: 3895.195312
	Iteration 8Q: 3 clusters Score -266644.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -266671.468750 Penalty: 3895.195312
	Iteration 9Q: 3 clusters Score -266671.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -266697.437500 Penalty: 3895.195312
	Iteration 10Q: 3 clusters Score -266697.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -266738.531250 Penalty: 3895.195312
	Iteration 11Q: 3 clusters Score -266738.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -266765.218750 Penalty: 3895.195312
	Iteration 12Q: 3 clusters Score -266765.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -266785.687500 Penalty: 3895.195312
	Iteration 13Q: 3 clusters Score -266785.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -266804.562500 Penalty: 3895.195312
	Iteration 14Q: 3 clusters Score -266804.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -266821.750000 Penalty: 3895.195312
	Iteration 15Q: 3 clusters Score -266821.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -266836.718750 Penalty: 3895.195312
	Iteration 16Q: 3 clusters Score -266836.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -266846.843750 Penalty: 3895.195312
	Iteration 17Q: 3 clusters Score -266846.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -266857.750000 Penalty: 3895.195312
	Iteration 18Q: 3 clusters Score -266857.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -266868.031250 Penalty: 3895.195312
	Iteration 19Q: 3 clusters Score -266868 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -266878.156250 Penalty: 3895.195312
	Iteration 20F: 3 clusters Score -266878.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -266883.500000 Penalty: 3895.195312
	Iteration 21Q: 3 clusters Score -266883.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -266889.500000 Penalty: 3895.195312
	Iteration 22Q: 3 clusters Score -266889.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -266894.218750 Penalty: 3895.195312
	Iteration 23Q: 3 clusters Score -266894.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -266899.125000 Penalty: 3895.195312
	Iteration 24Q: 3 clusters Score -266899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -266902.781250 Penalty: 3895.195312
	Iteration 25Q: 3 clusters Score -266902.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -266904.812500 Penalty: 3895.195312
	Iteration 26Q: 3 clusters Score -266904.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -266905.500000 Penalty: 3895.195312
	Iteration 27Q: 3 clusters Score -266905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -266905.500000 Penalty: 3895.195312
	Iteration 28F: 3 clusters Score -266905.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11134 members 
Mstep: Class 3 contains 19484 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 194529 members 
Mstep: Class 6 contains 21615 members 
Mstep: Class 7 contains 14415 members 
Mstep: Class 8 contains 300617 members 
Mstep: Class 9 contains 6853 members 
Mstep: Class 10 contains 80656 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 47849 members 
Mstep: Class 13 contains 34772 members 
Mstep: Class 14 contains 32229 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8674 members 
Mstep: Class 17 contains 11762 members 
Mstep: Class 18 contains 64784 members 
Mstep: Class 19 contains 11814 members 
Mstep: Class 20 contains 18996 members 
Mstep: Class 21 contains 171412 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22804 members 
Mstep: Class 25 contains 293097 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 21372 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2574 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484272.000000 Penalty: 105389.281250
Iteration 199Q: 31 clusters Score -1.614843e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11137 members 
Mstep: Class 3 contains 19458 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 194888 members 
Mstep: Class 6 contains 21607 members 
Mstep: Class 7 contains 14320 members 
Mstep: Class 8 contains 300679 members 
Mstep: Class 9 contains 6835 members 
Mstep: Class 10 contains 80658 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 47838 members 
Mstep: Class 13 contains 34766 members 
Mstep: Class 14 contains 32212 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8677 members 
Mstep: Class 17 contains 11757 members 
Mstep: Class 18 contains 64801 members 
Mstep: Class 19 contains 11817 members 
Mstep: Class 20 contains 18998 members 
Mstep: Class 21 contains 171182 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 293051 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 21379 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 1644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484512.000000 Penalty: 105389.281250
Iteration 200F: 31 clusters Score -1.614845e+08 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 11135 members 
Mstep: Class 3 contains 19430 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 195297 members 
Mstep: Class 6 contains 21602 members 
Mstep: Class 7 contains 14225 members 
Mstep: Class 8 contains 300703 members 
Mstep: Class 9 contains 6814 members 
Mstep: Class 10 contains 80656 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 47807 members 
Mstep: Class 13 contains 34764 members 
Mstep: Class 14 contains 32201 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 11746 members 
Mstep: Class 18 contains 64823 members 
Mstep: Class 19 contains 11821 members 
Mstep: Class 20 contains 18999 members 
Mstep: Class 21 contains 170928 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22800 members 
Mstep: Class 25 contains 293056 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 21379 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484496.000000 Penalty: 105389.281250
Iteration 201Q: 31 clusters Score -1.614845e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11133 members 
Mstep: Class 3 contains 19399 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 195803 members 
Mstep: Class 6 contains 21595 members 
Mstep: Class 7 contains 14152 members 
Mstep: Class 8 contains 300710 members 
Mstep: Class 9 contains 6799 members 
Mstep: Class 10 contains 80610 members 
Mstep: Class 11 contains 14080 members 
Mstep: Class 12 contains 47786 members 
Mstep: Class 13 contains 34760 members 
Mstep: Class 14 contains 32181 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8675 members 
Mstep: Class 17 contains 11744 members 
Mstep: Class 18 contains 64834 members 
Mstep: Class 19 contains 11823 members 
Mstep: Class 20 contains 18997 members 
Mstep: Class 21 contains 170674 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22801 members 
Mstep: Class 25 contains 293007 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 21375 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2575 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484640.000000 Penalty: 105389.281250
Iteration 202Q: 31 clusters Score -1.614846e+08 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11131 members 
Mstep: Class 3 contains 19366 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 196286 members 
Mstep: Class 6 contains 21592 members 
Mstep: Class 7 contains 14069 members 
Mstep: Class 8 contains 300768 members 
Mstep: Class 9 contains 6791 members 
Mstep: Class 10 contains 80564 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 47762 members 
Mstep: Class 13 contains 34754 members 
Mstep: Class 14 contains 32142 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8676 members 
Mstep: Class 17 contains 11740 members 
Mstep: Class 18 contains 64829 members 
Mstep: Class 19 contains 11825 members 
Mstep: Class 20 contains 18996 members 
Mstep: Class 21 contains 170411 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22800 members 
Mstep: Class 25 contains 292983 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 21375 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2575 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484672.000000 Penalty: 105389.281250
Iteration 203Q: 31 clusters Score -1.614847e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11129 members 
Mstep: Class 3 contains 19337 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 196804 members 
Mstep: Class 6 contains 21591 members 
Mstep: Class 7 contains 14007 members 
Mstep: Class 8 contains 300786 members 
Mstep: Class 9 contains 6779 members 
Mstep: Class 10 contains 80522 members 
Mstep: Class 11 contains 14081 members 
Mstep: Class 12 contains 47730 members 
Mstep: Class 13 contains 34753 members 
Mstep: Class 14 contains 32122 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 11737 members 
Mstep: Class 18 contains 64827 members 
Mstep: Class 19 contains 11828 members 
Mstep: Class 20 contains 18995 members 
Mstep: Class 21 contains 170139 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22798 members 
Mstep: Class 25 contains 292915 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 21382 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2574 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484768.000000 Penalty: 105389.281250
Iteration 204Q: 31 clusters Score -1.614848e+08 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11131 members 
Mstep: Class 3 contains 19311 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 197302 members 
Mstep: Class 6 contains 21585 members 
Mstep: Class 7 contains 13939 members 
Mstep: Class 8 contains 300836 members 
Mstep: Class 9 contains 6765 members 
Mstep: Class 10 contains 80497 members 
Mstep: Class 11 contains 14078 members 
Mstep: Class 12 contains 47709 members 
Mstep: Class 13 contains 34755 members 
Mstep: Class 14 contains 32098 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 11737 members 
Mstep: Class 18 contains 64836 members 
Mstep: Class 19 contains 11831 members 
Mstep: Class 20 contains 18997 members 
Mstep: Class 21 contains 169850 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22795 members 
Mstep: Class 25 contains 292842 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 21371 members 
Mstep: Class 28 contains 2014 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484896.000000 Penalty: 105389.281250
Iteration 205Q: 31 clusters Score -1.614849e+08 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11129 members 
Mstep: Class 3 contains 19294 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 197835 members 
Mstep: Class 6 contains 21583 members 
Mstep: Class 7 contains 13875 members 
Mstep: Class 8 contains 300857 members 
Mstep: Class 9 contains 6750 members 
Mstep: Class 10 contains 80464 members 
Mstep: Class 11 contains 14075 members 
Mstep: Class 12 contains 47660 members 
Mstep: Class 13 contains 34756 members 
Mstep: Class 14 contains 32080 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 8678 members 
Mstep: Class 17 contains 11731 members 
Mstep: Class 18 contains 64841 members 
Mstep: Class 19 contains 11831 members 
Mstep: Class 20 contains 18996 members 
Mstep: Class 21 contains 169508 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22796 members 
Mstep: Class 25 contains 292838 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 21361 members 
Mstep: Class 28 contains 2015 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485040.000000 Penalty: 105389.281250
Iteration 206Q: 31 clusters Score -1.61485e+08 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11127 members 
Mstep: Class 3 contains 19264 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 198368 members 
Mstep: Class 6 contains 21581 members 
Mstep: Class 7 contains 13824 members 
Mstep: Class 8 contains 300863 members 
Mstep: Class 9 contains 6739 members 
Mstep: Class 10 contains 80436 members 
Mstep: Class 11 contains 14073 members 
Mstep: Class 12 contains 47631 members 
Mstep: Class 13 contains 34754 members 
Mstep: Class 14 contains 32063 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 11728 members 
Mstep: Class 18 contains 64833 members 
Mstep: Class 19 contains 11830 members 
Mstep: Class 20 contains 18995 members 
Mstep: Class 21 contains 169175 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22792 members 
Mstep: Class 25 contains 292831 members 
Mstep: Class 26 contains 1815 members 
Mstep: Class 27 contains 21347 members 
Mstep: Class 28 contains 2018 members 
Mstep: Class 29 contains 2577 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485008.000000 Penalty: 105389.281250
Iteration 207Q: 31 clusters Score -1.61485e+08 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11129 members 
Mstep: Class 3 contains 19240 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 198979 members 
Mstep: Class 6 contains 21577 members 
Mstep: Class 7 contains 13767 members 
Mstep: Class 8 contains 300837 members 
Mstep: Class 9 contains 6723 members 
Mstep: Class 10 contains 80427 members 
Mstep: Class 11 contains 14072 members 
Mstep: Class 12 contains 47592 members 
Mstep: Class 13 contains 34754 members 
Mstep: Class 14 contains 32050 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 11723 members 
Mstep: Class 18 contains 64813 members 
Mstep: Class 19 contains 11830 members 
Mstep: Class 20 contains 19000 members 
Mstep: Class 21 contains 168845 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22789 members 
Mstep: Class 25 contains 292764 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21343 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485312.000000 Penalty: 105389.281250
Iteration 208Q: 31 clusters Score -1.614853e+08 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11129 members 
Mstep: Class 3 contains 19210 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 199663 members 
Mstep: Class 6 contains 21567 members 
Mstep: Class 7 contains 13695 members 
Mstep: Class 8 contains 300800 members 
Mstep: Class 9 contains 6704 members 
Mstep: Class 10 contains 80420 members 
Mstep: Class 11 contains 14073 members 
Mstep: Class 12 contains 47552 members 
Mstep: Class 13 contains 34756 members 
Mstep: Class 14 contains 32036 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 8681 members 
Mstep: Class 17 contains 11719 members 
Mstep: Class 18 contains 64781 members 
Mstep: Class 19 contains 11832 members 
Mstep: Class 20 contains 19007 members 
Mstep: Class 21 contains 168519 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22789 members 
Mstep: Class 25 contains 292677 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21326 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 2576 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485088.000000 Penalty: 105389.281250
Iteration 209Q: 31 clusters Score -1.614851e+08 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11128 members 
Mstep: Class 3 contains 19190 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 200334 members 
Mstep: Class 6 contains 21569 members 
Mstep: Class 7 contains 13625 members 
Mstep: Class 8 contains 300783 members 
Mstep: Class 9 contains 6694 members 
Mstep: Class 10 contains 80409 members 
Mstep: Class 11 contains 14077 members 
Mstep: Class 12 contains 47513 members 
Mstep: Class 13 contains 34753 members 
Mstep: Class 14 contains 32010 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 11722 members 
Mstep: Class 18 contains 64756 members 
Mstep: Class 19 contains 11838 members 
Mstep: Class 20 contains 19007 members 
Mstep: Class 21 contains 168179 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22786 members 
Mstep: Class 25 contains 292563 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21313 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485392.000000 Penalty: 105389.281250
Iteration 210Q: 31 clusters Score -1.614854e+08 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11128 members 
Mstep: Class 3 contains 19168 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 200979 members 
Mstep: Class 6 contains 21577 members 
Mstep: Class 7 contains 13562 members 
Mstep: Class 8 contains 300788 members 
Mstep: Class 9 contains 6691 members 
Mstep: Class 10 contains 80393 members 
Mstep: Class 11 contains 14080 members 
Mstep: Class 12 contains 47462 members 
Mstep: Class 13 contains 34752 members 
Mstep: Class 14 contains 31988 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 8684 members 
Mstep: Class 17 contains 11718 members 
Mstep: Class 18 contains 64720 members 
Mstep: Class 19 contains 11841 members 
Mstep: Class 20 contains 19009 members 
Mstep: Class 21 contains 167868 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22786 members 
Mstep: Class 25 contains 292432 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21305 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485760.000000 Penalty: 105389.281250
Iteration 211Q: 31 clusters Score -1.614858e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11126 members 
Mstep: Class 3 contains 19144 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 201509 members 
Mstep: Class 6 contains 21576 members 
Mstep: Class 7 contains 13507 members 
Mstep: Class 8 contains 300804 members 
Mstep: Class 9 contains 6685 members 
Mstep: Class 10 contains 80366 members 
Mstep: Class 11 contains 14080 members 
Mstep: Class 12 contains 47421 members 
Mstep: Class 13 contains 34748 members 
Mstep: Class 14 contains 31966 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 8683 members 
Mstep: Class 17 contains 11713 members 
Mstep: Class 18 contains 64705 members 
Mstep: Class 19 contains 11842 members 
Mstep: Class 20 contains 19014 members 
Mstep: Class 21 contains 167587 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22794 members 
Mstep: Class 25 contains 292365 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21291 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486128.000000 Penalty: 105389.281250
Iteration 212Q: 31 clusters Score -1.614861e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11124 members 
Mstep: Class 3 contains 19121 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 202022 members 
Mstep: Class 6 contains 21571 members 
Mstep: Class 7 contains 13454 members 
Mstep: Class 8 contains 300809 members 
Mstep: Class 9 contains 6680 members 
Mstep: Class 10 contains 80353 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 47376 members 
Mstep: Class 13 contains 34748 members 
Mstep: Class 14 contains 31943 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 11702 members 
Mstep: Class 18 contains 64686 members 
Mstep: Class 19 contains 11842 members 
Mstep: Class 20 contains 19015 members 
Mstep: Class 21 contains 167317 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22802 members 
Mstep: Class 25 contains 292314 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21280 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486656.000000 Penalty: 105389.281250
Iteration 213Q: 31 clusters Score -1.614867e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11121 members 
Mstep: Class 3 contains 19111 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 202611 members 
Mstep: Class 6 contains 21569 members 
Mstep: Class 7 contains 13400 members 
Mstep: Class 8 contains 300812 members 
Mstep: Class 9 contains 6675 members 
Mstep: Class 10 contains 80320 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 47326 members 
Mstep: Class 13 contains 34741 members 
Mstep: Class 14 contains 31912 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 8686 members 
Mstep: Class 17 contains 11693 members 
Mstep: Class 18 contains 64643 members 
Mstep: Class 19 contains 11843 members 
Mstep: Class 20 contains 19015 members 
Mstep: Class 21 contains 167033 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22812 members 
Mstep: Class 25 contains 292249 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21272 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486496.000000 Penalty: 105389.281250
Iteration 214Q: 31 clusters Score -1.614865e+08 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11117 members 
Mstep: Class 3 contains 19091 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 203203 members 
Mstep: Class 6 contains 21560 members 
Mstep: Class 7 contains 13348 members 
Mstep: Class 8 contains 300783 members 
Mstep: Class 9 contains 6680 members 
Mstep: Class 10 contains 80264 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 47297 members 
Mstep: Class 13 contains 34736 members 
Mstep: Class 14 contains 31898 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 11682 members 
Mstep: Class 18 contains 64604 members 
Mstep: Class 19 contains 11845 members 
Mstep: Class 20 contains 19016 members 
Mstep: Class 21 contains 166726 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22820 members 
Mstep: Class 25 contains 292219 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21261 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486544.000000 Penalty: 105389.281250
Iteration 215Q: 31 clusters Score -1.614865e+08 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11117 members 
Mstep: Class 3 contains 19061 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 203845 members 
Mstep: Class 6 contains 21562 members 
Mstep: Class 7 contains 13300 members 
Mstep: Class 8 contains 300740 members 
Mstep: Class 9 contains 6691 members 
Mstep: Class 10 contains 80230 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 47264 members 
Mstep: Class 13 contains 34727 members 
Mstep: Class 14 contains 31884 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 11671 members 
Mstep: Class 18 contains 64591 members 
Mstep: Class 19 contains 11853 members 
Mstep: Class 20 contains 19019 members 
Mstep: Class 21 contains 166416 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22821 members 
Mstep: Class 25 contains 292105 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21251 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487248.000000 Penalty: 105389.281250
Iteration 216Q: 31 clusters Score -1.614872e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11121 members 
Mstep: Class 3 contains 19031 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 204455 members 
Mstep: Class 6 contains 21569 members 
Mstep: Class 7 contains 13248 members 
Mstep: Class 8 contains 300749 members 
Mstep: Class 9 contains 6695 members 
Mstep: Class 10 contains 80210 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 47222 members 
Mstep: Class 13 contains 34715 members 
Mstep: Class 14 contains 31862 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8688 members 
Mstep: Class 17 contains 11659 members 
Mstep: Class 18 contains 64555 members 
Mstep: Class 19 contains 11859 members 
Mstep: Class 20 contains 19027 members 
Mstep: Class 21 contains 166093 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22821 members 
Mstep: Class 25 contains 292014 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21242 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487216.000000 Penalty: 105389.281250
Iteration 217Q: 31 clusters Score -1.614872e+08 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11124 members 
Mstep: Class 3 contains 19007 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 205033 members 
Mstep: Class 6 contains 21570 members 
Mstep: Class 7 contains 13195 members 
Mstep: Class 8 contains 300774 members 
Mstep: Class 9 contains 6700 members 
Mstep: Class 10 contains 80184 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 47171 members 
Mstep: Class 13 contains 34707 members 
Mstep: Class 14 contains 31852 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 11641 members 
Mstep: Class 18 contains 64509 members 
Mstep: Class 19 contains 11870 members 
Mstep: Class 20 contains 19026 members 
Mstep: Class 21 contains 165790 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22822 members 
Mstep: Class 25 contains 291942 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21232 members 
Mstep: Class 28 contains 2020 members 
Mstep: Class 29 contains 2574 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487408.000000 Penalty: 105389.281250
Iteration 218Q: 31 clusters Score -1.614874e+08 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11124 members 
Mstep: Class 3 contains 18987 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 205715 members 
Mstep: Class 6 contains 21571 members 
Mstep: Class 7 contains 13137 members 
Mstep: Class 8 contains 300666 members 
Mstep: Class 9 contains 6702 members 
Mstep: Class 10 contains 80173 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 47129 members 
Mstep: Class 13 contains 34708 members 
Mstep: Class 14 contains 31833 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 11625 members 
Mstep: Class 18 contains 64485 members 
Mstep: Class 19 contains 11875 members 
Mstep: Class 20 contains 19022 members 
Mstep: Class 21 contains 165435 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22818 members 
Mstep: Class 25 contains 291902 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21232 members 
Mstep: Class 28 contains 2021 members 
Mstep: Class 29 contains 2574 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487776.000000 Penalty: 105389.281250
Iteration 219Q: 31 clusters Score -1.614878e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11126 members 
Mstep: Class 3 contains 18971 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 206291 members 
Mstep: Class 6 contains 21563 members 
Mstep: Class 7 contains 13082 members 
Mstep: Class 8 contains 300604 members 
Mstep: Class 9 contains 6690 members 
Mstep: Class 10 contains 80173 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 47093 members 
Mstep: Class 13 contains 34705 members 
Mstep: Class 14 contains 31808 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8693 members 
Mstep: Class 17 contains 11618 members 
Mstep: Class 18 contains 64462 members 
Mstep: Class 19 contains 11882 members 
Mstep: Class 20 contains 19020 members 
Mstep: Class 21 contains 165140 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22819 members 
Mstep: Class 25 contains 291866 members 
Mstep: Class 26 contains 1816 members 
Mstep: Class 27 contains 21229 members 
Mstep: Class 28 contains 2021 members 
Mstep: Class 29 contains 2574 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487760.000000 Penalty: 105389.281250
Iteration 220F: 31 clusters Score -1.614878e+08 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11127 members 
Mstep: Class 3 contains 18943 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 206890 members 
Mstep: Class 6 contains 21559 members 
Mstep: Class 7 contains 13031 members 
Mstep: Class 8 contains 300561 members 
Mstep: Class 9 contains 6669 members 
Mstep: Class 10 contains 80162 members 
Mstep: Class 11 contains 14094 members 
Mstep: Class 12 contains 47059 members 
Mstep: Class 13 contains 34706 members 
Mstep: Class 14 contains 31787 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8692 members 
Mstep: Class 17 contains 11608 members 
Mstep: Class 18 contains 64450 members 
Mstep: Class 19 contains 11888 members 
Mstep: Class 20 contains 19020 members 
Mstep: Class 21 contains 164819 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22820 members 
Mstep: Class 25 contains 291823 members 
Mstep: Class 26 contains 1817 members 
Mstep: Class 27 contains 21217 members 
Mstep: Class 28 contains 2021 members 
Mstep: Class 29 contains 2575 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487872.000000 Penalty: 105389.281250
Iteration 221Q: 31 clusters Score -1.614879e+08 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11129 members 
Mstep: Class 3 contains 18924 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 207441 members 
Mstep: Class 6 contains 21560 members 
Mstep: Class 7 contains 12977 members 
Mstep: Class 8 contains 300528 members 
Mstep: Class 9 contains 6657 members 
Mstep: Class 10 contains 80160 members 
Mstep: Class 11 contains 14096 members 
Mstep: Class 12 contains 47027 members 
Mstep: Class 13 contains 34698 members 
Mstep: Class 14 contains 31759 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8690 members 
Mstep: Class 17 contains 11596 members 
Mstep: Class 18 contains 64424 members 
Mstep: Class 19 contains 11888 members 
Mstep: Class 20 contains 19024 members 
Mstep: Class 21 contains 164525 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22831 members 
Mstep: Class 25 contains 291785 members 
Mstep: Class 26 contains 1818 members 
Mstep: Class 27 contains 21205 members 
Mstep: Class 28 contains 2021 members 
Mstep: Class 29 contains 2574 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487888.000000 Penalty: 105389.281250
Iteration 222Q: 31 clusters Score -1.614879e+08 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11134 members 
Mstep: Class 3 contains 18896 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 207952 members 
Mstep: Class 6 contains 21561 members 
Mstep: Class 7 contains 12907 members 
Mstep: Class 8 contains 300562 members 
Mstep: Class 9 contains 6651 members 
Mstep: Class 10 contains 80159 members 
Mstep: Class 11 contains 14093 members 
Mstep: Class 12 contains 46982 members 
Mstep: Class 13 contains 34692 members 
Mstep: Class 14 contains 31727 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8689 members 
Mstep: Class 17 contains 11585 members 
Mstep: Class 18 contains 64370 members 
Mstep: Class 19 contains 11887 members 
Mstep: Class 20 contains 19033 members 
Mstep: Class 21 contains 164216 members 
Mstep: Class 22 contains 2244 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22840 members 
Mstep: Class 25 contains 291804 members 
Mstep: Class 26 contains 1819 members 
Mstep: Class 27 contains 21184 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487728.000000 Penalty: 105389.281250
Iteration 223Q: 31 clusters Score -1.614877e+08 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11136 members 
Mstep: Class 3 contains 18878 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 208455 members 
Mstep: Class 6 contains 21561 members 
Mstep: Class 7 contains 12839 members 
Mstep: Class 8 contains 300646 members 
Mstep: Class 9 contains 6648 members 
Mstep: Class 10 contains 80165 members 
Mstep: Class 11 contains 14095 members 
Mstep: Class 12 contains 46939 members 
Mstep: Class 13 contains 34684 members 
Mstep: Class 14 contains 31712 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8695 members 
Mstep: Class 17 contains 11579 members 
Mstep: Class 18 contains 64307 members 
Mstep: Class 19 contains 11889 members 
Mstep: Class 20 contains 19039 members 
Mstep: Class 21 contains 163908 members 
Mstep: Class 22 contains 2246 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22837 members 
Mstep: Class 25 contains 291747 members 
Mstep: Class 26 contains 1821 members 
Mstep: Class 27 contains 21163 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2570 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487552.000000 Penalty: 105389.281250
Iteration 224Q: 31 clusters Score -1.614876e+08 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11134 members 
Mstep: Class 3 contains 18859 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 208945 members 
Mstep: Class 6 contains 21552 members 
Mstep: Class 7 contains 12758 members 
Mstep: Class 8 contains 300701 members 
Mstep: Class 9 contains 6658 members 
Mstep: Class 10 contains 80173 members 
Mstep: Class 11 contains 14095 members 
Mstep: Class 12 contains 46911 members 
Mstep: Class 13 contains 34677 members 
Mstep: Class 14 contains 31684 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8696 members 
Mstep: Class 17 contains 11571 members 
Mstep: Class 18 contains 64253 members 
Mstep: Class 19 contains 11893 members 
Mstep: Class 20 contains 19049 members 
Mstep: Class 21 contains 163583 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22839 members 
Mstep: Class 25 contains 291741 members 
Mstep: Class 26 contains 1822 members 
Mstep: Class 27 contains 21149 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487776.000000 Penalty: 105389.281250
Iteration 225Q: 31 clusters Score -1.614878e+08 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11136 members 
Mstep: Class 3 contains 18842 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 209475 members 
Mstep: Class 6 contains 21548 members 
Mstep: Class 7 contains 12654 members 
Mstep: Class 8 contains 300729 members 
Mstep: Class 9 contains 6641 members 
Mstep: Class 10 contains 80181 members 
Mstep: Class 11 contains 14092 members 
Mstep: Class 12 contains 46888 members 
Mstep: Class 13 contains 34673 members 
Mstep: Class 14 contains 31662 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 11565 members 
Mstep: Class 18 contains 64215 members 
Mstep: Class 19 contains 11901 members 
Mstep: Class 20 contains 19051 members 
Mstep: Class 21 contains 163236 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22837 members 
Mstep: Class 25 contains 291771 members 
Mstep: Class 26 contains 1823 members 
Mstep: Class 27 contains 21124 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2569 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487648.000000 Penalty: 105389.281250
Iteration 226Q: 31 clusters Score -1.614876e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11136 members 
Mstep: Class 3 contains 18825 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 210125 members 
Mstep: Class 6 contains 21538 members 
Mstep: Class 7 contains 12555 members 
Mstep: Class 8 contains 300671 members 
Mstep: Class 9 contains 6626 members 
Mstep: Class 10 contains 80199 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 46854 members 
Mstep: Class 13 contains 34669 members 
Mstep: Class 14 contains 31633 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 11557 members 
Mstep: Class 18 contains 64193 members 
Mstep: Class 19 contains 11907 members 
Mstep: Class 20 contains 19054 members 
Mstep: Class 21 contains 162904 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22832 members 
Mstep: Class 25 contains 291759 members 
Mstep: Class 26 contains 1825 members 
Mstep: Class 27 contains 21101 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487824.000000 Penalty: 105389.281250
Iteration 227Q: 31 clusters Score -1.614878e+08 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11136 members 
Mstep: Class 3 contains 18803 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 210834 members 
Mstep: Class 6 contains 21534 members 
Mstep: Class 7 contains 12454 members 
Mstep: Class 8 contains 300594 members 
Mstep: Class 9 contains 6601 members 
Mstep: Class 10 contains 80198 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 46815 members 
Mstep: Class 13 contains 34668 members 
Mstep: Class 14 contains 31614 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8699 members 
Mstep: Class 17 contains 11552 members 
Mstep: Class 18 contains 64149 members 
Mstep: Class 19 contains 11911 members 
Mstep: Class 20 contains 19055 members 
Mstep: Class 21 contains 162565 members 
Mstep: Class 22 contains 2244 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22827 members 
Mstep: Class 25 contains 291749 members 
Mstep: Class 26 contains 1827 members 
Mstep: Class 27 contains 21080 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488032.000000 Penalty: 105389.281250
Iteration 228Q: 31 clusters Score -1.61488e+08 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11138 members 
Mstep: Class 3 contains 18780 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 211493 members 
Mstep: Class 6 contains 21537 members 
Mstep: Class 7 contains 12350 members 
Mstep: Class 8 contains 300612 members 
Mstep: Class 9 contains 6582 members 
Mstep: Class 10 contains 80223 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 46782 members 
Mstep: Class 13 contains 34663 members 
Mstep: Class 14 contains 31602 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8698 members 
Mstep: Class 17 contains 11546 members 
Mstep: Class 18 contains 64085 members 
Mstep: Class 19 contains 11912 members 
Mstep: Class 20 contains 19054 members 
Mstep: Class 21 contains 162215 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22827 members 
Mstep: Class 25 contains 291679 members 
Mstep: Class 26 contains 1829 members 
Mstep: Class 27 contains 21059 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487936.000000 Penalty: 105389.281250
Iteration 229Q: 31 clusters Score -1.614879e+08 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11137 members 
Mstep: Class 3 contains 18755 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 212243 members 
Mstep: Class 6 contains 21534 members 
Mstep: Class 7 contains 12248 members 
Mstep: Class 8 contains 300564 members 
Mstep: Class 9 contains 6573 members 
Mstep: Class 10 contains 80248 members 
Mstep: Class 11 contains 14081 members 
Mstep: Class 12 contains 46750 members 
Mstep: Class 13 contains 34659 members 
Mstep: Class 14 contains 31587 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 8700 members 
Mstep: Class 17 contains 11537 members 
Mstep: Class 18 contains 63992 members 
Mstep: Class 19 contains 11917 members 
Mstep: Class 20 contains 19055 members 
Mstep: Class 21 contains 161823 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22823 members 
Mstep: Class 25 contains 291651 members 
Mstep: Class 26 contains 1832 members 
Mstep: Class 27 contains 21040 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2563 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488448.000000 Penalty: 105389.281250
Iteration 230Q: 31 clusters Score -1.614884e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 18724 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 212942 members 
Mstep: Class 6 contains 21524 members 
Mstep: Class 7 contains 12153 members 
Mstep: Class 8 contains 300530 members 
Mstep: Class 9 contains 6563 members 
Mstep: Class 10 contains 80279 members 
Mstep: Class 11 contains 14081 members 
Mstep: Class 12 contains 46716 members 
Mstep: Class 13 contains 34659 members 
Mstep: Class 14 contains 31562 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 11527 members 
Mstep: Class 18 contains 63908 members 
Mstep: Class 19 contains 11920 members 
Mstep: Class 20 contains 19056 members 
Mstep: Class 21 contains 161479 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22822 members 
Mstep: Class 25 contains 291611 members 
Mstep: Class 26 contains 1833 members 
Mstep: Class 27 contains 21020 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488608.000000 Penalty: 105389.281250
Iteration 231Q: 31 clusters Score -1.614886e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11138 members 
Mstep: Class 3 contains 18698 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 213632 members 
Mstep: Class 6 contains 21513 members 
Mstep: Class 7 contains 12058 members 
Mstep: Class 8 contains 300488 members 
Mstep: Class 9 contains 6561 members 
Mstep: Class 10 contains 80303 members 
Mstep: Class 11 contains 14080 members 
Mstep: Class 12 contains 46675 members 
Mstep: Class 13 contains 34655 members 
Mstep: Class 14 contains 31544 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8702 members 
Mstep: Class 17 contains 11518 members 
Mstep: Class 18 contains 63832 members 
Mstep: Class 19 contains 11922 members 
Mstep: Class 20 contains 19056 members 
Mstep: Class 21 contains 161149 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22828 members 
Mstep: Class 25 contains 291561 members 
Mstep: Class 26 contains 1834 members 
Mstep: Class 27 contains 21002 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2564 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488672.000000 Penalty: 105389.281250
Iteration 232Q: 31 clusters Score -1.614887e+08 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11141 members 
Mstep: Class 3 contains 18658 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 214381 members 
Mstep: Class 6 contains 21496 members 
Mstep: Class 7 contains 11976 members 
Mstep: Class 8 contains 300449 members 
Mstep: Class 9 contains 6559 members 
Mstep: Class 10 contains 80288 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 46637 members 
Mstep: Class 13 contains 34654 members 
Mstep: Class 14 contains 31523 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8705 members 
Mstep: Class 17 contains 11503 members 
Mstep: Class 18 contains 63765 members 
Mstep: Class 19 contains 11924 members 
Mstep: Class 20 contains 19060 members 
Mstep: Class 21 contains 160812 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22825 members 
Mstep: Class 25 contains 291492 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 20984 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2562 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488368.000000 Penalty: 105389.281250
Iteration 233Q: 31 clusters Score -1.614884e+08 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11143 members 
Mstep: Class 3 contains 18629 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 215083 members 
Mstep: Class 6 contains 21492 members 
Mstep: Class 7 contains 11889 members 
Mstep: Class 8 contains 300500 members 
Mstep: Class 9 contains 6550 members 
Mstep: Class 10 contains 80276 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 46607 members 
Mstep: Class 13 contains 34654 members 
Mstep: Class 14 contains 31488 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 8707 members 
Mstep: Class 17 contains 11496 members 
Mstep: Class 18 contains 63689 members 
Mstep: Class 19 contains 11923 members 
Mstep: Class 20 contains 19053 members 
Mstep: Class 21 contains 160474 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22828 members 
Mstep: Class 25 contains 291386 members 
Mstep: Class 26 contains 1839 members 
Mstep: Class 27 contains 20960 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488592.000000 Penalty: 105389.281250
Iteration 234Q: 31 clusters Score -1.614886e+08 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11142 members 
Mstep: Class 3 contains 18601 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 215782 members 
Mstep: Class 6 contains 21491 members 
Mstep: Class 7 contains 11808 members 
Mstep: Class 8 contains 300469 members 
Mstep: Class 9 contains 6546 members 
Mstep: Class 10 contains 80252 members 
Mstep: Class 11 contains 14095 members 
Mstep: Class 12 contains 46563 members 
Mstep: Class 13 contains 34651 members 
Mstep: Class 14 contains 31477 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 8709 members 
Mstep: Class 17 contains 11487 members 
Mstep: Class 18 contains 63612 members 
Mstep: Class 19 contains 11922 members 
Mstep: Class 20 contains 19053 members 
Mstep: Class 21 contains 160207 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22831 members 
Mstep: Class 25 contains 291280 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 20935 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161489008.000000 Penalty: 105389.281250
Iteration 235Q: 31 clusters Score -1.61489e+08 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11144 members 
Mstep: Class 3 contains 18574 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 216429 members 
Mstep: Class 6 contains 21492 members 
Mstep: Class 7 contains 11738 members 
Mstep: Class 8 contains 300508 members 
Mstep: Class 9 contains 6537 members 
Mstep: Class 10 contains 80199 members 
Mstep: Class 11 contains 14095 members 
Mstep: Class 12 contains 46516 members 
Mstep: Class 13 contains 34648 members 
Mstep: Class 14 contains 31444 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 11484 members 
Mstep: Class 18 contains 63540 members 
Mstep: Class 19 contains 11924 members 
Mstep: Class 20 contains 19055 members 
Mstep: Class 21 contains 159907 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22829 members 
Mstep: Class 25 contains 291230 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 20911 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161489168.000000 Penalty: 105389.281250
Iteration 236Q: 31 clusters Score -1.614892e+08 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 18551 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 217163 members 
Mstep: Class 6 contains 21485 members 
Mstep: Class 7 contains 11675 members 
Mstep: Class 8 contains 300386 members 
Mstep: Class 9 contains 6536 members 
Mstep: Class 10 contains 80173 members 
Mstep: Class 11 contains 14097 members 
Mstep: Class 12 contains 46458 members 
Mstep: Class 13 contains 34647 members 
Mstep: Class 14 contains 31430 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 11479 members 
Mstep: Class 18 contains 63455 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 19060 members 
Mstep: Class 21 contains 159582 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22831 members 
Mstep: Class 25 contains 291247 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 20884 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2556 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488912.000000 Penalty: 105389.281250
Iteration 237Q: 31 clusters Score -1.614889e+08 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11145 members 
Mstep: Class 3 contains 18518 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 217832 members 
Mstep: Class 6 contains 21482 members 
Mstep: Class 7 contains 11611 members 
Mstep: Class 8 contains 300381 members 
Mstep: Class 9 contains 6529 members 
Mstep: Class 10 contains 80119 members 
Mstep: Class 11 contains 14096 members 
Mstep: Class 12 contains 46421 members 
Mstep: Class 13 contains 34648 members 
Mstep: Class 14 contains 31401 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 11474 members 
Mstep: Class 18 contains 63380 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 19060 members 
Mstep: Class 21 contains 159235 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22833 members 
Mstep: Class 25 contains 291268 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 20853 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161489040.000000 Penalty: 105389.281250
Iteration 238Q: 31 clusters Score -1.61489e+08 nChanged 2500
Entering ConstructFrom: 
Score: -161489040.000000 Penalty: 105389.281250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -84507.984375 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -84507.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82767.843750 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -82767.84 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -83100.500000 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -83100.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -83214.085938 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -83214.09 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -83273.765625 Penalty: 3312.457520
	Iteration 3Q: 3 clusters Score -83273.77 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83309.593750 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -83309.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -83325.890625 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -83325.89 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -83335.132812 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -83335.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -83342.320312 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -83342.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -83352.281250 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -83352.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83356.617188 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -83356.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83359.195312 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -83359.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -83359.195312 Penalty: 3312.457520
	Iteration 11F: 3 clusters Score -83359.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11147 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Entering Unmasked Estep 
Score: -1243326.125000 Penalty: 2311.093506
	Iteration 0F: 2 clusters Score -1243326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1234874.625000 Penalty: 4622.187012
	Iteration 0F: 3 clusters Score -1234875 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1237394.625000 Penalty: 4622.187012
	Iteration 1F: 3 clusters Score -1237395 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1237683.250000 Penalty: 4622.187012
	Iteration 2F: 3 clusters Score -1237683 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1237888.750000 Penalty: 4622.187012
	Iteration 3Q: 3 clusters Score -1237889 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1238070.750000 Penalty: 4622.187012
	Iteration 4Q: 3 clusters Score -1238071 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1238259.250000 Penalty: 4622.187012
	Iteration 5Q: 3 clusters Score -1238259 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1238472.375000 Penalty: 4622.187012
	Iteration 6Q: 3 clusters Score -1238472 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -1238727.500000 Penalty: 4622.187012
	Iteration 7Q: 3 clusters Score -1238728 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1239059.375000 Penalty: 4622.187012
	Iteration 8Q: 3 clusters Score -1239059 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1239510.500000 Penalty: 4622.187012
	Iteration 9F: 3 clusters Score -1239510 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -1240011.125000 Penalty: 4622.187012
	Iteration 10F: 3 clusters Score -1240011 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -1240527.125000 Penalty: 4622.187012
	Iteration 11F: 3 clusters Score -1240527 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -1241001.625000 Penalty: 4622.187012
	Iteration 12Q: 3 clusters Score -1241002 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1241392.375000 Penalty: 4622.187012
	Iteration 13Q: 3 clusters Score -1241392 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 10072 members 
Entering Unmasked Estep 
Score: -1241688.500000 Penalty: 4622.187012
	Iteration 14Q: 3 clusters Score -1241688 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1241855.375000 Penalty: 4622.187012
	Iteration 15Q: 3 clusters Score -1241855 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1241956.750000 Penalty: 4622.187012
	Iteration 16Q: 3 clusters Score -1241957 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1242008.875000 Penalty: 4622.187012
	Iteration 17Q: 3 clusters Score -1242009 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1242045.625000 Penalty: 4622.187012
	Iteration 18Q: 3 clusters Score -1242046 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1242064.625000 Penalty: 4622.187012
	Iteration 19Q: 3 clusters Score -1242065 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1242075.875000 Penalty: 4622.187012
	Iteration 20F: 3 clusters Score -1242076 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1242088.750000 Penalty: 4622.187012
	Iteration 21Q: 3 clusters Score -1242089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -1242097.625000 Penalty: 4622.187012
	Iteration 22Q: 3 clusters Score -1242098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 10360 members 
Entering Unmasked Estep 
Score: -1242109.125000 Penalty: 4622.187012
	Iteration 23Q: 3 clusters Score -1242109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1242111.500000 Penalty: 4622.187012
	Iteration 24Q: 3 clusters Score -1242112 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1242113.125000 Penalty: 4622.187012
	Iteration 25Q: 3 clusters Score -1242113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10374 members 
Entering Unmasked Estep 
Score: -1242112.500000 Penalty: 4622.187012
	Iteration 26Q: 3 clusters Score -1242112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1242113.125000 Penalty: 4622.187012
	Iteration 27Q: 3 clusters Score -1242113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1242113.125000 Penalty: 4622.187012
	Iteration 28F: 3 clusters Score -1242113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (18496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Entering Unmasked Estep 
Score: -2221306.000000 Penalty: 2436.676758
	Iteration 0F: 2 clusters Score -2221306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -2208200.250000 Penalty: 4873.353516
	Iteration 0F: 3 clusters Score -2208200 nChanged 8026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2212483.750000 Penalty: 4873.353516
	Iteration 1F: 3 clusters Score -2212484 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -2212840.000000 Penalty: 4873.353516
	Iteration 2F: 3 clusters Score -2212840 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -2213142.000000 Penalty: 4873.353516
	Iteration 3Q: 3 clusters Score -2213142 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -2213425.250000 Penalty: 4873.353516
	Iteration 4Q: 3 clusters Score -2213425 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11063 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2213745.000000 Penalty: 4873.353516
	Iteration 5Q: 3 clusters Score -2213745 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -2214134.000000 Penalty: 4873.353516
	Iteration 6Q: 3 clusters Score -2214134 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -2214642.500000 Penalty: 4873.353516
	Iteration 7Q: 3 clusters Score -2214642 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13258 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -2215275.250000 Penalty: 4873.353516
	Iteration 8F: 3 clusters Score -2215275 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -2216082.000000 Penalty: 4873.353516
	Iteration 9F: 3 clusters Score -2216082 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -2216936.500000 Penalty: 4873.353516
	Iteration 10F: 3 clusters Score -2216936 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -2217711.750000 Penalty: 4873.353516
	Iteration 11Q: 3 clusters Score -2217712 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -2218328.500000 Penalty: 4873.353516
	Iteration 12Q: 3 clusters Score -2218328 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16851 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2218705.250000 Penalty: 4873.353516
	Iteration 13Q: 3 clusters Score -2218705 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2218941.000000 Penalty: 4873.353516
	Iteration 14Q: 3 clusters Score -2218941 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -2219054.750000 Penalty: 4873.353516
	Iteration 15Q: 3 clusters Score -2219055 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -2219134.250000 Penalty: 4873.353516
	Iteration 16Q: 3 clusters Score -2219134 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2219182.750000 Penalty: 4873.353516
	Iteration 17Q: 3 clusters Score -2219183 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2219228.500000 Penalty: 4873.353516
	Iteration 18Q: 3 clusters Score -2219228 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2219264.000000 Penalty: 4873.353516
	Iteration 19Q: 3 clusters Score -2219264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -2219288.750000 Penalty: 4873.353516
	Iteration 20F: 3 clusters Score -2219289 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2219298.000000 Penalty: 4873.353516
	Iteration 21Q: 3 clusters Score -2219298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2219315.500000 Penalty: 4873.353516
	Iteration 22Q: 3 clusters Score -2219316 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17484 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2219321.500000 Penalty: 4873.353516
	Iteration 23Q: 3 clusters Score -2219322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2219329.250000 Penalty: 4873.353516
	Iteration 24Q: 3 clusters Score -2219329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2219330.000000 Penalty: 4873.353516
	Iteration 25Q: 3 clusters Score -2219330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2219337.500000 Penalty: 4873.353516
	Iteration 26Q: 3 clusters Score -2219338 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2219342.500000 Penalty: 4873.353516
	Iteration 27Q: 3 clusters Score -2219342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -2219342.250000 Penalty: 4873.353516
	Iteration 28Q: 3 clusters Score -2219342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2219345.500000 Penalty: 4873.353516
	Iteration 29Q: 3 clusters Score -2219346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2219350.750000 Penalty: 4873.353516
	Iteration 30Q: 3 clusters Score -2219351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17539 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2219350.500000 Penalty: 4873.353516
	Iteration 31Q: 3 clusters Score -2219350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17541 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2219351.750000 Penalty: 4873.353516
	Iteration 32Q: 3 clusters Score -2219352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2219352.750000 Penalty: 4873.353516
	Iteration 33Q: 3 clusters Score -2219353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2219353.500000 Penalty: 4873.353516
	Iteration 34Q: 3 clusters Score -2219354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17547 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2219353.000000 Penalty: 4873.353516
	Iteration 35Q: 3 clusters Score -2219353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2219354.500000 Penalty: 4873.353516
	Iteration 36Q: 3 clusters Score -2219354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2219355.250000 Penalty: 4873.353516
	Iteration 37Q: 3 clusters Score -2219355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -2219358.000000 Penalty: 4873.353516
	Iteration 38Q: 3 clusters Score -2219358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -2219357.750000 Penalty: 4873.353516
	Iteration 39Q: 3 clusters Score -2219358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2219357.250000 Penalty: 4873.353516
	Iteration 40F: 3 clusters Score -2219357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -47042.390625 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -47042.39 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 254 members 
Entering Unmasked Estep 
Score: -45525.359375 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -45525.36 nChanged 90
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: -45740.812500 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -45740.81 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -45816.351562 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -45816.35 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -45857.343750 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -45857.34 nChanged 12
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: -45899.675781 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -45899.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45951.710938 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -45951.71 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -45994.820312 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -45994.82 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -46025.042969 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -46025.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46055.578125 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -46055.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -46084.585938 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -46084.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46119.031250 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -46119.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -46205.433594 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -46205.43 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -46387.046875 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -46387.05 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -46586.335938 Penalty: 3061.163330
	Iteration 13Q: 3 clusters Score -46586.34 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -46726.082031 Penalty: 3061.163330
	Iteration 14Q: 3 clusters Score -46726.08 nChanged 16
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: -46878.218750 Penalty: 3061.163330
	Iteration 15Q: 3 clusters Score -46878.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -47019.308594 Penalty: 3061.163330
	Iteration 16Q: 3 clusters Score -47019.31 nChanged 4
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: -47103.421875 Penalty: 3061.163330
	Iteration 17Q: 3 clusters Score -47103.42 nChanged 2
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: -47114.386719 Penalty: 3061.163330
	Iteration 18Q: 3 clusters Score -47114.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47135.042969 Penalty: 3061.163330
	Iteration 19Q: 3 clusters Score -47135.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -47138.890625 Penalty: 3061.163330
	Iteration 20F: 3 clusters Score -47138.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47150.386719 Penalty: 3061.163330
	Iteration 21Q: 3 clusters Score -47150.39 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47159.472656 Penalty: 3061.163330
	Iteration 22Q: 3 clusters Score -47159.47 nChanged 1
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: -47179.589844 Penalty: 3061.163330
	Iteration 23Q: 3 clusters Score -47179.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47209.183594 Penalty: 3061.163330
	Iteration 24Q: 3 clusters Score -47209.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -47356.527344 Penalty: 3061.163330
	Iteration 25Q: 3 clusters Score -47356.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47471.390625 Penalty: 3061.163330
	Iteration 26Q: 3 clusters Score -47471.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -47471.390625 Penalty: 3061.163330
	Iteration 27F: 3 clusters Score -47471.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 18496 members 
Mstep: Class 4 contains 252 members 
Mstep: Class 5 contains 218473 members 
Mstep: Class 6 contains 21480 members 
Mstep: Class 7 contains 11548 members 
Mstep: Class 8 contains 300380 members 
Mstep: Class 9 contains 6533 members 
Mstep: Class 10 contains 80070 members 
Mstep: Class 11 contains 14094 members 
Mstep: Class 12 contains 46395 members 
Mstep: Class 13 contains 34644 members 
Mstep: Class 14 contains 31391 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 11465 members 
Mstep: Class 18 contains 63334 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 19062 members 
Mstep: Class 21 contains 158884 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22836 members 
Mstep: Class 25 contains 291226 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 20832 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 1647 members 
Mstep: Class 31 contains 227 members 
Entering Unmasked Estep 
Score: -161488016.000000 Penalty: 108902.257812
Splitting cluster 4 changes total score from -161489040.000000 to -161488016.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (218473 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218473 members 
Entering Unmasked Estep 
Score: -25773984.000000 Penalty: 3049.015625
	Iteration 0F: 2 clusters Score -2.577398e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109185 members 
Mstep: Class 2 contains 109288 members 
Entering Unmasked Estep 
Score: -25631152.000000 Penalty: 6098.031250
	Iteration 0F: 3 clusters Score -2.563115e+07 nChanged 105219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106724 members 
Mstep: Class 2 contains 111749 members 
Entering Unmasked Estep 
Score: -25693116.000000 Penalty: 6098.031250
	Iteration 1F: 3 clusters Score -2.569312e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105275 members 
Mstep: Class 2 contains 113198 members 
Entering Unmasked Estep 
Score: -25694882.000000 Penalty: 6098.031250
	Iteration 2Q: 3 clusters Score -2.569488e+07 nChanged 7422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103273 members 
Mstep: Class 2 contains 115200 members 
Entering Unmasked Estep 
Score: -25697254.000000 Penalty: 6098.031250
	Iteration 3Q: 3 clusters Score -2.569725e+07 nChanged 8292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100461 members 
Mstep: Class 2 contains 118012 members 
Entering Unmasked Estep 
Score: -25700320.000000 Penalty: 6098.031250
	Iteration 4Q: 3 clusters Score -2.570032e+07 nChanged 9465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96656 members 
Mstep: Class 2 contains 121817 members 
Entering Unmasked Estep 
Score: -25705000.000000 Penalty: 6098.031250
	Iteration 5Q: 3 clusters Score -2.5705e+07 nChanged 10792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92154 members 
Mstep: Class 2 contains 126319 members 
Entering Unmasked Estep 
Score: -25710874.000000 Penalty: 6098.031250
	Iteration 6Q: 3 clusters Score -2.571087e+07 nChanged 12201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87423 members 
Mstep: Class 2 contains 131050 members 
Entering Unmasked Estep 
Score: -25719000.000000 Penalty: 6098.031250
	Iteration 7F: 3 clusters Score -2.5719e+07 nChanged 13519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83500 members 
Mstep: Class 2 contains 134973 members 
Entering Unmasked Estep 
Score: -25729530.000000 Penalty: 6098.031250
	Iteration 8F: 3 clusters Score -2.572953e+07 nChanged 14280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 137303 members 
Entering Unmasked Estep 
Score: -25741106.000000 Penalty: 6098.031250
	Iteration 9F: 3 clusters Score -2.574111e+07 nChanged 12396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80216 members 
Mstep: Class 2 contains 138257 members 
Entering Unmasked Estep 
Score: -25748530.000000 Penalty: 6098.031250
	Iteration 10F: 3 clusters Score -2.574853e+07 nChanged 8317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79787 members 
Mstep: Class 2 contains 138686 members 
Entering Unmasked Estep 
Score: -25751830.000000 Penalty: 6098.031250
	Iteration 11Q: 3 clusters Score -2.575183e+07 nChanged 5110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 139236 members 
Entering Unmasked Estep 
Score: -25753554.000000 Penalty: 6098.031250
	Iteration 12Q: 3 clusters Score -2.575355e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78664 members 
Mstep: Class 2 contains 139809 members 
Entering Unmasked Estep 
Score: -25754652.000000 Penalty: 6098.031250
	Iteration 13Q: 3 clusters Score -2.575465e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78046 members 
Mstep: Class 2 contains 140427 members 
Entering Unmasked Estep 
Score: -25755612.000000 Penalty: 6098.031250
	Iteration 14Q: 3 clusters Score -2.575561e+07 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77528 members 
Mstep: Class 2 contains 140945 members 
Entering Unmasked Estep 
Score: -25756400.000000 Penalty: 6098.031250
	Iteration 15Q: 3 clusters Score -2.57564e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77019 members 
Mstep: Class 2 contains 141454 members 
Entering Unmasked Estep 
Score: -25757404.000000 Penalty: 6098.031250
	Iteration 16Q: 3 clusters Score -2.57574e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76459 members 
Mstep: Class 2 contains 142014 members 
Entering Unmasked Estep 
Score: -25758250.000000 Penalty: 6098.031250
	Iteration 17Q: 3 clusters Score -2.575825e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75886 members 
Mstep: Class 2 contains 142587 members 
Entering Unmasked Estep 
Score: -25758894.000000 Penalty: 6098.031250
	Iteration 18Q: 3 clusters Score -2.575889e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75314 members 
Mstep: Class 2 contains 143159 members 
Entering Unmasked Estep 
Score: -25759332.000000 Penalty: 6098.031250
	Iteration 19Q: 3 clusters Score -2.575933e+07 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74739 members 
Mstep: Class 2 contains 143734 members 
Entering Unmasked Estep 
Score: -25759772.000000 Penalty: 6098.031250
	Iteration 20F: 3 clusters Score -2.575977e+07 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74199 members 
Mstep: Class 2 contains 144274 members 
Entering Unmasked Estep 
Score: -25760142.000000 Penalty: 6098.031250
	Iteration 21Q: 3 clusters Score -2.576014e+07 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73585 members 
Mstep: Class 2 contains 144888 members 
Entering Unmasked Estep 
Score: -25760466.000000 Penalty: 6098.031250
	Iteration 22Q: 3 clusters Score -2.576047e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72967 members 
Mstep: Class 2 contains 145506 members 
Entering Unmasked Estep 
Score: -25760768.000000 Penalty: 6098.031250
	Iteration 23Q: 3 clusters Score -2.576077e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 146157 members 
Entering Unmasked Estep 
Score: -25760964.000000 Penalty: 6098.031250
	Iteration 24Q: 3 clusters Score -2.576096e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71672 members 
Mstep: Class 2 contains 146801 members 
Entering Unmasked Estep 
Score: -25761184.000000 Penalty: 6098.031250
	Iteration 25Q: 3 clusters Score -2.576118e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71041 members 
Mstep: Class 2 contains 147432 members 
Entering Unmasked Estep 
Score: -25761354.000000 Penalty: 6098.031250
	Iteration 26Q: 3 clusters Score -2.576135e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70503 members 
Mstep: Class 2 contains 147970 members 
Entering Unmasked Estep 
Score: -25761572.000000 Penalty: 6098.031250
	Iteration 27Q: 3 clusters Score -2.576157e+07 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70030 members 
Mstep: Class 2 contains 148443 members 
Entering Unmasked Estep 
Score: -25761820.000000 Penalty: 6098.031250
	Iteration 28Q: 3 clusters Score -2.576182e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69554 members 
Mstep: Class 2 contains 148919 members 
Entering Unmasked Estep 
Score: -25761958.000000 Penalty: 6098.031250
	Iteration 29Q: 3 clusters Score -2.576196e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69112 members 
Mstep: Class 2 contains 149361 members 
Entering Unmasked Estep 
Score: -25762034.000000 Penalty: 6098.031250
	Iteration 30Q: 3 clusters Score -2.576203e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 149772 members 
Entering Unmasked Estep 
Score: -25762136.000000 Penalty: 6098.031250
	Iteration 31Q: 3 clusters Score -2.576214e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68281 members 
Mstep: Class 2 contains 150192 members 
Entering Unmasked Estep 
Score: -25762276.000000 Penalty: 6098.031250
	Iteration 32Q: 3 clusters Score -2.576228e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67856 members 
Mstep: Class 2 contains 150617 members 
Entering Unmasked Estep 
Score: -25762414.000000 Penalty: 6098.031250
	Iteration 33Q: 3 clusters Score -2.576241e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67447 members 
Mstep: Class 2 contains 151026 members 
Entering Unmasked Estep 
Score: -25762358.000000 Penalty: 6098.031250
	Iteration 34Q: 3 clusters Score -2.576236e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67087 members 
Mstep: Class 2 contains 151386 members 
Entering Unmasked Estep 
Score: -25762330.000000 Penalty: 6098.031250
	Iteration 35Q: 3 clusters Score -2.576233e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66744 members 
Mstep: Class 2 contains 151729 members 
Entering Unmasked Estep 
Score: -25762390.000000 Penalty: 6098.031250
	Iteration 36Q: 3 clusters Score -2.576239e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66382 members 
Mstep: Class 2 contains 152091 members 
Entering Unmasked Estep 
Score: -25762426.000000 Penalty: 6098.031250
	Iteration 37Q: 3 clusters Score -2.576243e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66025 members 
Mstep: Class 2 contains 152448 members 
Entering Unmasked Estep 
Score: -25762370.000000 Penalty: 6098.031250
	Iteration 38Q: 3 clusters Score -2.576237e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65662 members 
Mstep: Class 2 contains 152811 members 
Entering Unmasked Estep 
Score: -25762386.000000 Penalty: 6098.031250
	Iteration 39Q: 3 clusters Score -2.576239e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65250 members 
Mstep: Class 2 contains 153223 members 
Entering Unmasked Estep 
Score: -25762436.000000 Penalty: 6098.031250
	Iteration 40F: 3 clusters Score -2.576244e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64891 members 
Mstep: Class 2 contains 153582 members 
Entering Unmasked Estep 
Score: -25762492.000000 Penalty: 6098.031250
	Iteration 41Q: 3 clusters Score -2.576249e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64478 members 
Mstep: Class 2 contains 153995 members 
Entering Unmasked Estep 
Score: -25762566.000000 Penalty: 6098.031250
	Iteration 42Q: 3 clusters Score -2.576257e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64042 members 
Mstep: Class 2 contains 154431 members 
Entering Unmasked Estep 
Score: -25762542.000000 Penalty: 6098.031250
	Iteration 43Q: 3 clusters Score -2.576254e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63584 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -25762588.000000 Penalty: 6098.031250
	Iteration 44Q: 3 clusters Score -2.576259e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63194 members 
Mstep: Class 2 contains 155279 members 
Entering Unmasked Estep 
Score: -25762542.000000 Penalty: 6098.031250
	Iteration 45Q: 3 clusters Score -2.576254e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62873 members 
Mstep: Class 2 contains 155600 members 
Entering Unmasked Estep 
Score: -25762622.000000 Penalty: 6098.031250
	Iteration 46Q: 3 clusters Score -2.576262e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62571 members 
Mstep: Class 2 contains 155902 members 
Entering Unmasked Estep 
Score: -25762604.000000 Penalty: 6098.031250
	Iteration 47Q: 3 clusters Score -2.57626e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62309 members 
Mstep: Class 2 contains 156164 members 
Entering Unmasked Estep 
Score: -25762658.000000 Penalty: 6098.031250
	Iteration 48Q: 3 clusters Score -2.576266e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62020 members 
Mstep: Class 2 contains 156453 members 
Entering Unmasked Estep 
Score: -25762696.000000 Penalty: 6098.031250
	Iteration 49Q: 3 clusters Score -2.57627e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61722 members 
Mstep: Class 2 contains 156751 members 
Entering Unmasked Estep 
Score: -25762730.000000 Penalty: 6098.031250
	Iteration 50Q: 3 clusters Score -2.576273e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61383 members 
Mstep: Class 2 contains 157090 members 
Entering Unmasked Estep 
Score: -25762776.000000 Penalty: 6098.031250
	Iteration 51Q: 3 clusters Score -2.576278e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61065 members 
Mstep: Class 2 contains 157408 members 
Entering Unmasked Estep 
Score: -25762808.000000 Penalty: 6098.031250
	Iteration 52Q: 3 clusters Score -2.576281e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60722 members 
Mstep: Class 2 contains 157751 members 
Entering Unmasked Estep 
Score: -25762894.000000 Penalty: 6098.031250
	Iteration 53Q: 3 clusters Score -2.576289e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60398 members 
Mstep: Class 2 contains 158075 members 
Entering Unmasked Estep 
Score: -25762944.000000 Penalty: 6098.031250
	Iteration 54Q: 3 clusters Score -2.576294e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60071 members 
Mstep: Class 2 contains 158402 members 
Entering Unmasked Estep 
Score: -25762950.000000 Penalty: 6098.031250
	Iteration 55Q: 3 clusters Score -2.576295e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 158680 members 
Entering Unmasked Estep 
Score: -25763018.000000 Penalty: 6098.031250
	Iteration 56Q: 3 clusters Score -2.576302e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59539 members 
Mstep: Class 2 contains 158934 members 
Entering Unmasked Estep 
Score: -25763024.000000 Penalty: 6098.031250
	Iteration 57Q: 3 clusters Score -2.576302e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59276 members 
Mstep: Class 2 contains 159197 members 
Entering Unmasked Estep 
Score: -25763072.000000 Penalty: 6098.031250
	Iteration 58Q: 3 clusters Score -2.576307e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59048 members 
Mstep: Class 2 contains 159425 members 
Entering Unmasked Estep 
Score: -25763074.000000 Penalty: 6098.031250
	Iteration 59Q: 3 clusters Score -2.576307e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58822 members 
Mstep: Class 2 contains 159651 members 
Entering Unmasked Estep 
Score: -25763064.000000 Penalty: 6098.031250
	Iteration 60F: 3 clusters Score -2.576306e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58585 members 
Mstep: Class 2 contains 159888 members 
Entering Unmasked Estep 
Score: -25763072.000000 Penalty: 6098.031250
	Iteration 61Q: 3 clusters Score -2.576307e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58370 members 
Mstep: Class 2 contains 160103 members 
Entering Unmasked Estep 
Score: -25763134.000000 Penalty: 6098.031250
	Iteration 62Q: 3 clusters Score -2.576313e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58179 members 
Mstep: Class 2 contains 160294 members 
Entering Unmasked Estep 
Score: -25763166.000000 Penalty: 6098.031250
	Iteration 63Q: 3 clusters Score -2.576317e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57980 members 
Mstep: Class 2 contains 160493 members 
Entering Unmasked Estep 
Score: -25763220.000000 Penalty: 6098.031250
	Iteration 64Q: 3 clusters Score -2.576322e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57783 members 
Mstep: Class 2 contains 160690 members 
Entering Unmasked Estep 
Score: -25763270.000000 Penalty: 6098.031250
	Iteration 65Q: 3 clusters Score -2.576327e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57598 members 
Mstep: Class 2 contains 160875 members 
Entering Unmasked Estep 
Score: -25763244.000000 Penalty: 6098.031250
	Iteration 66Q: 3 clusters Score -2.576324e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57431 members 
Mstep: Class 2 contains 161042 members 
Entering Unmasked Estep 
Score: -25763198.000000 Penalty: 6098.031250
	Iteration 67Q: 3 clusters Score -2.57632e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57261 members 
Mstep: Class 2 contains 161212 members 
Entering Unmasked Estep 
Score: -25763238.000000 Penalty: 6098.031250
	Iteration 68Q: 3 clusters Score -2.576324e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57075 members 
Mstep: Class 2 contains 161398 members 
Entering Unmasked Estep 
Score: -25763250.000000 Penalty: 6098.031250
	Iteration 69Q: 3 clusters Score -2.576325e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56908 members 
Mstep: Class 2 contains 161565 members 
Entering Unmasked Estep 
Score: -25763244.000000 Penalty: 6098.031250
	Iteration 70Q: 3 clusters Score -2.576324e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56761 members 
Mstep: Class 2 contains 161712 members 
Entering Unmasked Estep 
Score: -25763266.000000 Penalty: 6098.031250
	Iteration 71Q: 3 clusters Score -2.576327e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56588 members 
Mstep: Class 2 contains 161885 members 
Entering Unmasked Estep 
Score: -25763234.000000 Penalty: 6098.031250
	Iteration 72Q: 3 clusters Score -2.576323e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56413 members 
Mstep: Class 2 contains 162060 members 
Entering Unmasked Estep 
Score: -25763208.000000 Penalty: 6098.031250
	Iteration 73Q: 3 clusters Score -2.576321e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56254 members 
Mstep: Class 2 contains 162219 members 
Entering Unmasked Estep 
Score: -25763206.000000 Penalty: 6098.031250
	Iteration 74Q: 3 clusters Score -2.576321e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56120 members 
Mstep: Class 2 contains 162353 members 
Entering Unmasked Estep 
Score: -25763220.000000 Penalty: 6098.031250
	Iteration 75Q: 3 clusters Score -2.576322e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56023 members 
Mstep: Class 2 contains 162450 members 
Entering Unmasked Estep 
Score: -25763230.000000 Penalty: 6098.031250
	Iteration 76Q: 3 clusters Score -2.576323e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 162585 members 
Entering Unmasked Estep 
Score: -25763176.000000 Penalty: 6098.031250
	Iteration 77Q: 3 clusters Score -2.576318e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55762 members 
Mstep: Class 2 contains 162711 members 
Entering Unmasked Estep 
Score: -25763208.000000 Penalty: 6098.031250
	Iteration 78Q: 3 clusters Score -2.576321e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 162851 members 
Entering Unmasked Estep 
Score: -25763258.000000 Penalty: 6098.031250
	Iteration 79Q: 3 clusters Score -2.576326e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 162938 members 
Entering Unmasked Estep 
Score: -25763284.000000 Penalty: 6098.031250
	Iteration 80F: 3 clusters Score -2.576328e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55424 members 
Mstep: Class 2 contains 163049 members 
Entering Unmasked Estep 
Score: -25763346.000000 Penalty: 6098.031250
	Iteration 81Q: 3 clusters Score -2.576335e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 163173 members 
Entering Unmasked Estep 
Score: -25763382.000000 Penalty: 6098.031250
	Iteration 82Q: 3 clusters Score -2.576338e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55173 members 
Mstep: Class 2 contains 163300 members 
Entering Unmasked Estep 
Score: -25763358.000000 Penalty: 6098.031250
	Iteration 83Q: 3 clusters Score -2.576336e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55049 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -25763336.000000 Penalty: 6098.031250
	Iteration 84Q: 3 clusters Score -2.576334e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54924 members 
Mstep: Class 2 contains 163549 members 
Entering Unmasked Estep 
Score: -25763362.000000 Penalty: 6098.031250
	Iteration 85Q: 3 clusters Score -2.576336e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54787 members 
Mstep: Class 2 contains 163686 members 
Entering Unmasked Estep 
Score: -25763344.000000 Penalty: 6098.031250
	Iteration 86Q: 3 clusters Score -2.576334e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54657 members 
Mstep: Class 2 contains 163816 members 
Entering Unmasked Estep 
Score: -25763382.000000 Penalty: 6098.031250
	Iteration 87Q: 3 clusters Score -2.576338e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54519 members 
Mstep: Class 2 contains 163954 members 
Entering Unmasked Estep 
Score: -25763402.000000 Penalty: 6098.031250
	Iteration 88Q: 3 clusters Score -2.57634e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54398 members 
Mstep: Class 2 contains 164075 members 
Entering Unmasked Estep 
Score: -25763374.000000 Penalty: 6098.031250
	Iteration 89Q: 3 clusters Score -2.576337e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54295 members 
Mstep: Class 2 contains 164178 members 
Entering Unmasked Estep 
Score: -25763346.000000 Penalty: 6098.031250
	Iteration 90Q: 3 clusters Score -2.576335e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 164264 members 
Entering Unmasked Estep 
Score: -25763330.000000 Penalty: 6098.031250
	Iteration 91Q: 3 clusters Score -2.576333e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54095 members 
Mstep: Class 2 contains 164378 members 
Entering Unmasked Estep 
Score: -25763342.000000 Penalty: 6098.031250
	Iteration 92Q: 3 clusters Score -2.576334e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53992 members 
Mstep: Class 2 contains 164481 members 
Entering Unmasked Estep 
Score: -25763352.000000 Penalty: 6098.031250
	Iteration 93Q: 3 clusters Score -2.576335e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 164576 members 
Entering Unmasked Estep 
Score: -25763338.000000 Penalty: 6098.031250
	Iteration 94Q: 3 clusters Score -2.576334e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 164692 members 
Entering Unmasked Estep 
Score: -25763376.000000 Penalty: 6098.031250
	Iteration 95Q: 3 clusters Score -2.576338e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53660 members 
Mstep: Class 2 contains 164813 members 
Entering Unmasked Estep 
Score: -25763364.000000 Penalty: 6098.031250
	Iteration 96Q: 3 clusters Score -2.576336e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 164977 members 
Entering Unmasked Estep 
Score: -25763448.000000 Penalty: 6098.031250
	Iteration 97Q: 3 clusters Score -2.576345e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 165134 members 
Entering Unmasked Estep 
Score: -25763454.000000 Penalty: 6098.031250
	Iteration 98Q: 3 clusters Score -2.576345e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53180 members 
Mstep: Class 2 contains 165293 members 
Entering Unmasked Estep 
Score: -25763488.000000 Penalty: 6098.031250
	Iteration 99Q: 3 clusters Score -2.576349e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53092 members 
Mstep: Class 2 contains 165381 members 
Entering Unmasked Estep 
Score: -25763516.000000 Penalty: 6098.031250
	Iteration 100F: 3 clusters Score -2.576352e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52964 members 
Mstep: Class 2 contains 165509 members 
Entering Unmasked Estep 
Score: -25763534.000000 Penalty: 6098.031250
	Iteration 101Q: 3 clusters Score -2.576353e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52869 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -25763620.000000 Penalty: 6098.031250
	Iteration 102Q: 3 clusters Score -2.576362e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 165736 members 
Entering Unmasked Estep 
Score: -25763686.000000 Penalty: 6098.031250
	Iteration 103Q: 3 clusters Score -2.576369e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52635 members 
Mstep: Class 2 contains 165838 members 
Entering Unmasked Estep 
Score: -25763728.000000 Penalty: 6098.031250
	Iteration 104Q: 3 clusters Score -2.576373e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52563 members 
Mstep: Class 2 contains 165910 members 
Entering Unmasked Estep 
Score: -25763792.000000 Penalty: 6098.031250
	Iteration 105Q: 3 clusters Score -2.576379e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52486 members 
Mstep: Class 2 contains 165987 members 
Entering Unmasked Estep 
Score: -25763754.000000 Penalty: 6098.031250
	Iteration 106Q: 3 clusters Score -2.576375e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52412 members 
Mstep: Class 2 contains 166061 members 
Entering Unmasked Estep 
Score: -25763772.000000 Penalty: 6098.031250
	Iteration 107Q: 3 clusters Score -2.576377e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52314 members 
Mstep: Class 2 contains 166159 members 
Entering Unmasked Estep 
Score: -25763796.000000 Penalty: 6098.031250
	Iteration 108Q: 3 clusters Score -2.57638e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52243 members 
Mstep: Class 2 contains 166230 members 
Entering Unmasked Estep 
Score: -25763800.000000 Penalty: 6098.031250
	Iteration 109Q: 3 clusters Score -2.57638e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52151 members 
Mstep: Class 2 contains 166322 members 
Entering Unmasked Estep 
Score: -25763822.000000 Penalty: 6098.031250
	Iteration 110Q: 3 clusters Score -2.576382e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 166362 members 
Entering Unmasked Estep 
Score: -25763846.000000 Penalty: 6098.031250
	Iteration 111Q: 3 clusters Score -2.576385e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52073 members 
Mstep: Class 2 contains 166400 members 
Entering Unmasked Estep 
Score: -25763876.000000 Penalty: 6098.031250
	Iteration 112Q: 3 clusters Score -2.576388e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52018 members 
Mstep: Class 2 contains 166455 members 
Entering Unmasked Estep 
Score: -25763850.000000 Penalty: 6098.031250
	Iteration 113Q: 3 clusters Score -2.576385e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 166487 members 
Entering Unmasked Estep 
Score: -25763870.000000 Penalty: 6098.031250
	Iteration 114Q: 3 clusters Score -2.576387e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51937 members 
Mstep: Class 2 contains 166536 members 
Entering Unmasked Estep 
Score: -25763874.000000 Penalty: 6098.031250
	Iteration 115Q: 3 clusters Score -2.576387e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51859 members 
Mstep: Class 2 contains 166614 members 
Entering Unmasked Estep 
Score: -25763840.000000 Penalty: 6098.031250
	Iteration 116Q: 3 clusters Score -2.576384e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51767 members 
Mstep: Class 2 contains 166706 members 
Entering Unmasked Estep 
Score: -25763884.000000 Penalty: 6098.031250
	Iteration 117Q: 3 clusters Score -2.576388e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 166796 members 
Entering Unmasked Estep 
Score: -25763874.000000 Penalty: 6098.031250
	Iteration 118Q: 3 clusters Score -2.576387e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51550 members 
Mstep: Class 2 contains 166923 members 
Entering Unmasked Estep 
Score: -25763884.000000 Penalty: 6098.031250
	Iteration 119Q: 3 clusters Score -2.576388e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51410 members 
Mstep: Class 2 contains 167063 members 
Entering Unmasked Estep 
Score: -25763894.000000 Penalty: 6098.031250
	Iteration 120F: 3 clusters Score -2.576389e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51273 members 
Mstep: Class 2 contains 167200 members 
Entering Unmasked Estep 
Score: -25763932.000000 Penalty: 6098.031250
	Iteration 121Q: 3 clusters Score -2.576393e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51190 members 
Mstep: Class 2 contains 167283 members 
Entering Unmasked Estep 
Score: -25763956.000000 Penalty: 6098.031250
	Iteration 122Q: 3 clusters Score -2.576396e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51051 members 
Mstep: Class 2 contains 167422 members 
Entering Unmasked Estep 
Score: -25763964.000000 Penalty: 6098.031250
	Iteration 123Q: 3 clusters Score -2.576396e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50865 members 
Mstep: Class 2 contains 167608 members 
Entering Unmasked Estep 
Score: -25763958.000000 Penalty: 6098.031250
	Iteration 124Q: 3 clusters Score -2.576396e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50728 members 
Mstep: Class 2 contains 167745 members 
Entering Unmasked Estep 
Score: -25763904.000000 Penalty: 6098.031250
	Iteration 125Q: 3 clusters Score -2.57639e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 167855 members 
Entering Unmasked Estep 
Score: -25763878.000000 Penalty: 6098.031250
	Iteration 126Q: 3 clusters Score -2.576388e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50511 members 
Mstep: Class 2 contains 167962 members 
Entering Unmasked Estep 
Score: -25763894.000000 Penalty: 6098.031250
	Iteration 127Q: 3 clusters Score -2.576389e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 168082 members 
Entering Unmasked Estep 
Score: -25763888.000000 Penalty: 6098.031250
	Iteration 128Q: 3 clusters Score -2.576389e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50239 members 
Mstep: Class 2 contains 168234 members 
Entering Unmasked Estep 
Score: -25763904.000000 Penalty: 6098.031250
	Iteration 129Q: 3 clusters Score -2.57639e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 168389 members 
Entering Unmasked Estep 
Score: -25763888.000000 Penalty: 6098.031250
	Iteration 130Q: 3 clusters Score -2.576389e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 168526 members 
Entering Unmasked Estep 
Score: -25763928.000000 Penalty: 6098.031250
	Iteration 131Q: 3 clusters Score -2.576393e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 168664 members 
Entering Unmasked Estep 
Score: -25763948.000000 Penalty: 6098.031250
	Iteration 132Q: 3 clusters Score -2.576395e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49675 members 
Mstep: Class 2 contains 168798 members 
Entering Unmasked Estep 
Score: -25763972.000000 Penalty: 6098.031250
	Iteration 133Q: 3 clusters Score -2.576397e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49532 members 
Mstep: Class 2 contains 168941 members 
Entering Unmasked Estep 
Score: -25764038.000000 Penalty: 6098.031250
	Iteration 134Q: 3 clusters Score -2.576404e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49438 members 
Mstep: Class 2 contains 169035 members 
Entering Unmasked Estep 
Score: -25764014.000000 Penalty: 6098.031250
	Iteration 135Q: 3 clusters Score -2.576401e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49309 members 
Mstep: Class 2 contains 169164 members 
Entering Unmasked Estep 
Score: -25764044.000000 Penalty: 6098.031250
	Iteration 136Q: 3 clusters Score -2.576404e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 169274 members 
Entering Unmasked Estep 
Score: -25763998.000000 Penalty: 6098.031250
	Iteration 137Q: 3 clusters Score -2.5764e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49077 members 
Mstep: Class 2 contains 169396 members 
Entering Unmasked Estep 
Score: -25764040.000000 Penalty: 6098.031250
	Iteration 138Q: 3 clusters Score -2.576404e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48965 members 
Mstep: Class 2 contains 169508 members 
Entering Unmasked Estep 
Score: -25764036.000000 Penalty: 6098.031250
	Iteration 139Q: 3 clusters Score -2.576404e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48821 members 
Mstep: Class 2 contains 169652 members 
Entering Unmasked Estep 
Score: -25764062.000000 Penalty: 6098.031250
	Iteration 140F: 3 clusters Score -2.576406e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48678 members 
Mstep: Class 2 contains 169795 members 
Entering Unmasked Estep 
Score: -25764086.000000 Penalty: 6098.031250
	Iteration 141Q: 3 clusters Score -2.576409e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Mstep: Class 2 contains 169933 members 
Entering Unmasked Estep 
Score: -25764098.000000 Penalty: 6098.031250
	Iteration 142Q: 3 clusters Score -2.57641e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48415 members 
Mstep: Class 2 contains 170058 members 
Entering Unmasked Estep 
Score: -25764106.000000 Penalty: 6098.031250
	Iteration 143Q: 3 clusters Score -2.576411e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48259 members 
Mstep: Class 2 contains 170214 members 
Entering Unmasked Estep 
Score: -25764082.000000 Penalty: 6098.031250
	Iteration 144Q: 3 clusters Score -2.576408e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48146 members 
Mstep: Class 2 contains 170327 members 
Entering Unmasked Estep 
Score: -25764074.000000 Penalty: 6098.031250
	Iteration 145Q: 3 clusters Score -2.576407e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48074 members 
Mstep: Class 2 contains 170399 members 
Entering Unmasked Estep 
Score: -25764110.000000 Penalty: 6098.031250
	Iteration 146Q: 3 clusters Score -2.576411e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 170492 members 
Entering Unmasked Estep 
Score: -25764148.000000 Penalty: 6098.031250
	Iteration 147Q: 3 clusters Score -2.576415e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47927 members 
Mstep: Class 2 contains 170546 members 
Entering Unmasked Estep 
Score: -25764138.000000 Penalty: 6098.031250
	Iteration 148Q: 3 clusters Score -2.576414e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47854 members 
Mstep: Class 2 contains 170619 members 
Entering Unmasked Estep 
Score: -25764116.000000 Penalty: 6098.031250
	Iteration 149Q: 3 clusters Score -2.576412e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 170716 members 
Entering Unmasked Estep 
Score: -25764088.000000 Penalty: 6098.031250
	Iteration 150Q: 3 clusters Score -2.576409e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47687 members 
Mstep: Class 2 contains 170786 members 
Entering Unmasked Estep 
Score: -25764066.000000 Penalty: 6098.031250
	Iteration 151Q: 3 clusters Score -2.576407e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47606 members 
Mstep: Class 2 contains 170867 members 
Entering Unmasked Estep 
Score: -25764058.000000 Penalty: 6098.031250
	Iteration 152Q: 3 clusters Score -2.576406e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 170936 members 
Entering Unmasked Estep 
Score: -25764114.000000 Penalty: 6098.031250
	Iteration 153Q: 3 clusters Score -2.576411e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47433 members 
Mstep: Class 2 contains 171040 members 
Entering Unmasked Estep 
Score: -25764148.000000 Penalty: 6098.031250
	Iteration 154Q: 3 clusters Score -2.576415e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47333 members 
Mstep: Class 2 contains 171140 members 
Entering Unmasked Estep 
Score: -25764176.000000 Penalty: 6098.031250
	Iteration 155Q: 3 clusters Score -2.576418e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47211 members 
Mstep: Class 2 contains 171262 members 
Entering Unmasked Estep 
Score: -25764128.000000 Penalty: 6098.031250
	Iteration 156Q: 3 clusters Score -2.576413e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47152 members 
Mstep: Class 2 contains 171321 members 
Entering Unmasked Estep 
Score: -25764106.000000 Penalty: 6098.031250
	Iteration 157Q: 3 clusters Score -2.576411e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 171418 members 
Entering Unmasked Estep 
Score: -25764142.000000 Penalty: 6098.031250
	Iteration 158Q: 3 clusters Score -2.576414e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46888 members 
Mstep: Class 2 contains 171585 members 
Entering Unmasked Estep 
Score: -25764140.000000 Penalty: 6098.031250
	Iteration 159Q: 3 clusters Score -2.576414e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 171755 members 
Entering Unmasked Estep 
Score: -25764174.000000 Penalty: 6098.031250
	Iteration 160F: 3 clusters Score -2.576417e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46534 members 
Mstep: Class 2 contains 171939 members 
Entering Unmasked Estep 
Score: -25764252.000000 Penalty: 6098.031250
	Iteration 161Q: 3 clusters Score -2.576425e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46329 members 
Mstep: Class 2 contains 172144 members 
Entering Unmasked Estep 
Score: -25764266.000000 Penalty: 6098.031250
	Iteration 162Q: 3 clusters Score -2.576427e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46110 members 
Mstep: Class 2 contains 172363 members 
Entering Unmasked Estep 
Score: -25764348.000000 Penalty: 6098.031250
	Iteration 163Q: 3 clusters Score -2.576435e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45862 members 
Mstep: Class 2 contains 172611 members 
Entering Unmasked Estep 
Score: -25764332.000000 Penalty: 6098.031250
	Iteration 164Q: 3 clusters Score -2.576433e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 172818 members 
Entering Unmasked Estep 
Score: -25764306.000000 Penalty: 6098.031250
	Iteration 165Q: 3 clusters Score -2.576431e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45423 members 
Mstep: Class 2 contains 173050 members 
Entering Unmasked Estep 
Score: -25764312.000000 Penalty: 6098.031250
	Iteration 166Q: 3 clusters Score -2.576431e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 173280 members 
Entering Unmasked Estep 
Score: -25764312.000000 Penalty: 6098.031250
	Iteration 167Q: 3 clusters Score -2.576431e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44978 members 
Mstep: Class 2 contains 173495 members 
Entering Unmasked Estep 
Score: -25764350.000000 Penalty: 6098.031250
	Iteration 168Q: 3 clusters Score -2.576435e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44785 members 
Mstep: Class 2 contains 173688 members 
Entering Unmasked Estep 
Score: -25764324.000000 Penalty: 6098.031250
	Iteration 169Q: 3 clusters Score -2.576432e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 173871 members 
Entering Unmasked Estep 
Score: -25764290.000000 Penalty: 6098.031250
	Iteration 170Q: 3 clusters Score -2.576429e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44410 members 
Mstep: Class 2 contains 174063 members 
Entering Unmasked Estep 
Score: -25764382.000000 Penalty: 6098.031250
	Iteration 171Q: 3 clusters Score -2.576438e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 174275 members 
Entering Unmasked Estep 
Score: -25764398.000000 Penalty: 6098.031250
	Iteration 172Q: 3 clusters Score -2.57644e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 174493 members 
Entering Unmasked Estep 
Score: -25764410.000000 Penalty: 6098.031250
	Iteration 173Q: 3 clusters Score -2.576441e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43773 members 
Mstep: Class 2 contains 174700 members 
Entering Unmasked Estep 
Score: -25764342.000000 Penalty: 6098.031250
	Iteration 174Q: 3 clusters Score -2.576434e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43550 members 
Mstep: Class 2 contains 174923 members 
Entering Unmasked Estep 
Score: -25764324.000000 Penalty: 6098.031250
	Iteration 175Q: 3 clusters Score -2.576432e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 175144 members 
Entering Unmasked Estep 
Score: -25764376.000000 Penalty: 6098.031250
	Iteration 176Q: 3 clusters Score -2.576438e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43140 members 
Mstep: Class 2 contains 175333 members 
Entering Unmasked Estep 
Score: -25764440.000000 Penalty: 6098.031250
	Iteration 177Q: 3 clusters Score -2.576444e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42986 members 
Mstep: Class 2 contains 175487 members 
Entering Unmasked Estep 
Score: -25764452.000000 Penalty: 6098.031250
	Iteration 178Q: 3 clusters Score -2.576445e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 175695 members 
Entering Unmasked Estep 
Score: -25764502.000000 Penalty: 6098.031250
	Iteration 179Q: 3 clusters Score -2.57645e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42605 members 
Mstep: Class 2 contains 175868 members 
Entering Unmasked Estep 
Score: -25764534.000000 Penalty: 6098.031250
	Iteration 180F: 3 clusters Score -2.576453e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 176066 members 
Entering Unmasked Estep 
Score: -25764554.000000 Penalty: 6098.031250
	Iteration 181Q: 3 clusters Score -2.576455e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42233 members 
Mstep: Class 2 contains 176240 members 
Entering Unmasked Estep 
Score: -25764518.000000 Penalty: 6098.031250
	Iteration 182Q: 3 clusters Score -2.576452e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 176433 members 
Entering Unmasked Estep 
Score: -25764570.000000 Penalty: 6098.031250
	Iteration 183Q: 3 clusters Score -2.576457e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41853 members 
Mstep: Class 2 contains 176620 members 
Entering Unmasked Estep 
Score: -25764604.000000 Penalty: 6098.031250
	Iteration 184Q: 3 clusters Score -2.57646e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41640 members 
Mstep: Class 2 contains 176833 members 
Entering Unmasked Estep 
Score: -25764654.000000 Penalty: 6098.031250
	Iteration 185Q: 3 clusters Score -2.576465e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41455 members 
Mstep: Class 2 contains 177018 members 
Entering Unmasked Estep 
Score: -25764690.000000 Penalty: 6098.031250
	Iteration 186Q: 3 clusters Score -2.576469e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41285 members 
Mstep: Class 2 contains 177188 members 
Entering Unmasked Estep 
Score: -25764730.000000 Penalty: 6098.031250
	Iteration 187Q: 3 clusters Score -2.576473e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41084 members 
Mstep: Class 2 contains 177389 members 
Entering Unmasked Estep 
Score: -25764720.000000 Penalty: 6098.031250
	Iteration 188Q: 3 clusters Score -2.576472e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40915 members 
Mstep: Class 2 contains 177558 members 
Entering Unmasked Estep 
Score: -25764726.000000 Penalty: 6098.031250
	Iteration 189Q: 3 clusters Score -2.576473e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 177736 members 
Entering Unmasked Estep 
Score: -25764748.000000 Penalty: 6098.031250
	Iteration 190Q: 3 clusters Score -2.576475e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 177921 members 
Entering Unmasked Estep 
Score: -25764814.000000 Penalty: 6098.031250
	Iteration 191Q: 3 clusters Score -2.576481e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 178119 members 
Entering Unmasked Estep 
Score: -25764870.000000 Penalty: 6098.031250
	Iteration 192Q: 3 clusters Score -2.576487e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 178319 members 
Entering Unmasked Estep 
Score: -25764892.000000 Penalty: 6098.031250
	Iteration 193Q: 3 clusters Score -2.576489e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 178477 members 
Entering Unmasked Estep 
Score: -25764918.000000 Penalty: 6098.031250
	Iteration 194Q: 3 clusters Score -2.576492e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39846 members 
Mstep: Class 2 contains 178627 members 
Entering Unmasked Estep 
Score: -25765024.000000 Penalty: 6098.031250
	Iteration 195Q: 3 clusters Score -2.576502e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 178785 members 
Entering Unmasked Estep 
Score: -25765014.000000 Penalty: 6098.031250
	Iteration 196Q: 3 clusters Score -2.576501e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 178956 members 
Entering Unmasked Estep 
Score: -25765030.000000 Penalty: 6098.031250
	Iteration 197Q: 3 clusters Score -2.576503e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 179149 members 
Entering Unmasked Estep 
Score: -25765024.000000 Penalty: 6098.031250
	Iteration 198Q: 3 clusters Score -2.576502e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39150 members 
Mstep: Class 2 contains 179323 members 
Entering Unmasked Estep 
Score: -25765062.000000 Penalty: 6098.031250
	Iteration 199Q: 3 clusters Score -2.576506e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38976 members 
Mstep: Class 2 contains 179497 members 
Entering Unmasked Estep 
Score: -25765110.000000 Penalty: 6098.031250
	Iteration 200F: 3 clusters Score -2.576511e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 179697 members 
Entering Unmasked Estep 
Score: -25765168.000000 Penalty: 6098.031250
	Iteration 201Q: 3 clusters Score -2.576517e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38549 members 
Mstep: Class 2 contains 179924 members 
Entering Unmasked Estep 
Score: -25765166.000000 Penalty: 6098.031250
	Iteration 202Q: 3 clusters Score -2.576517e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 180155 members 
Entering Unmasked Estep 
Score: -25765168.000000 Penalty: 6098.031250
	Iteration 203Q: 3 clusters Score -2.576517e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 180366 members 
Entering Unmasked Estep 
Score: -25765162.000000 Penalty: 6098.031250
	Iteration 204Q: 3 clusters Score -2.576516e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 180502 members 
Entering Unmasked Estep 
Score: -25765152.000000 Penalty: 6098.031250
	Iteration 205Q: 3 clusters Score -2.576515e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37792 members 
Mstep: Class 2 contains 180681 members 
Entering Unmasked Estep 
Score: -25765184.000000 Penalty: 6098.031250
	Iteration 206Q: 3 clusters Score -2.576518e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 180893 members 
Entering Unmasked Estep 
Score: -25765160.000000 Penalty: 6098.031250
	Iteration 207Q: 3 clusters Score -2.576516e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 181151 members 
Entering Unmasked Estep 
Score: -25765252.000000 Penalty: 6098.031250
	Iteration 208Q: 3 clusters Score -2.576525e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37075 members 
Mstep: Class 2 contains 181398 members 
Entering Unmasked Estep 
Score: -25765280.000000 Penalty: 6098.031250
	Iteration 209Q: 3 clusters Score -2.576528e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36863 members 
Mstep: Class 2 contains 181610 members 
Entering Unmasked Estep 
Score: -25765330.000000 Penalty: 6098.031250
	Iteration 210Q: 3 clusters Score -2.576533e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36686 members 
Mstep: Class 2 contains 181787 members 
Entering Unmasked Estep 
Score: -25765326.000000 Penalty: 6098.031250
	Iteration 211Q: 3 clusters Score -2.576533e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36507 members 
Mstep: Class 2 contains 181966 members 
Entering Unmasked Estep 
Score: -25765348.000000 Penalty: 6098.031250
	Iteration 212Q: 3 clusters Score -2.576535e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36348 members 
Mstep: Class 2 contains 182125 members 
Entering Unmasked Estep 
Score: -25765366.000000 Penalty: 6098.031250
	Iteration 213Q: 3 clusters Score -2.576537e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36228 members 
Mstep: Class 2 contains 182245 members 
Entering Unmasked Estep 
Score: -25765372.000000 Penalty: 6098.031250
	Iteration 214Q: 3 clusters Score -2.576537e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 182393 members 
Entering Unmasked Estep 
Score: -25765374.000000 Penalty: 6098.031250
	Iteration 215Q: 3 clusters Score -2.576537e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35963 members 
Mstep: Class 2 contains 182510 members 
Entering Unmasked Estep 
Score: -25765320.000000 Penalty: 6098.031250
	Iteration 216Q: 3 clusters Score -2.576532e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 182637 members 
Entering Unmasked Estep 
Score: -25765340.000000 Penalty: 6098.031250
	Iteration 217Q: 3 clusters Score -2.576534e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35681 members 
Mstep: Class 2 contains 182792 members 
Entering Unmasked Estep 
Score: -25765362.000000 Penalty: 6098.031250
	Iteration 218Q: 3 clusters Score -2.576536e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35507 members 
Mstep: Class 2 contains 182966 members 
Entering Unmasked Estep 
Score: -25765368.000000 Penalty: 6098.031250
	Iteration 219Q: 3 clusters Score -2.576537e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 183132 members 
Entering Unmasked Estep 
Score: -25765400.000000 Penalty: 6098.031250
	Iteration 220F: 3 clusters Score -2.57654e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 183311 members 
Entering Unmasked Estep 
Score: -25765462.000000 Penalty: 6098.031250
	Iteration 221Q: 3 clusters Score -2.576546e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 183493 members 
Entering Unmasked Estep 
Score: -25765448.000000 Penalty: 6098.031250
	Iteration 222Q: 3 clusters Score -2.576545e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34810 members 
Mstep: Class 2 contains 183663 members 
Entering Unmasked Estep 
Score: -25765514.000000 Penalty: 6098.031250
	Iteration 223Q: 3 clusters Score -2.576551e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34615 members 
Mstep: Class 2 contains 183858 members 
Entering Unmasked Estep 
Score: -25765596.000000 Penalty: 6098.031250
	Iteration 224Q: 3 clusters Score -2.57656e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34410 members 
Mstep: Class 2 contains 184063 members 
Entering Unmasked Estep 
Score: -25765604.000000 Penalty: 6098.031250
	Iteration 225Q: 3 clusters Score -2.57656e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 184282 members 
Entering Unmasked Estep 
Score: -25765654.000000 Penalty: 6098.031250
	Iteration 226Q: 3 clusters Score -2.576565e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33977 members 
Mstep: Class 2 contains 184496 members 
Entering Unmasked Estep 
Score: -25765706.000000 Penalty: 6098.031250
	Iteration 227Q: 3 clusters Score -2.576571e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33813 members 
Mstep: Class 2 contains 184660 members 
Entering Unmasked Estep 
Score: -25765754.000000 Penalty: 6098.031250
	Iteration 228Q: 3 clusters Score -2.576575e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33641 members 
Mstep: Class 2 contains 184832 members 
Entering Unmasked Estep 
Score: -25765728.000000 Penalty: 6098.031250
	Iteration 229Q: 3 clusters Score -2.576573e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33454 members 
Mstep: Class 2 contains 185019 members 
Entering Unmasked Estep 
Score: -25765716.000000 Penalty: 6098.031250
	Iteration 230Q: 3 clusters Score -2.576572e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 185223 members 
Entering Unmasked Estep 
Score: -25765726.000000 Penalty: 6098.031250
	Iteration 231Q: 3 clusters Score -2.576573e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33038 members 
Mstep: Class 2 contains 185435 members 
Entering Unmasked Estep 
Score: -25765752.000000 Penalty: 6098.031250
	Iteration 232Q: 3 clusters Score -2.576575e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 185656 members 
Entering Unmasked Estep 
Score: -25765704.000000 Penalty: 6098.031250
	Iteration 233Q: 3 clusters Score -2.57657e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 185878 members 
Entering Unmasked Estep 
Score: -25765734.000000 Penalty: 6098.031250
	Iteration 234Q: 3 clusters Score -2.576573e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32375 members 
Mstep: Class 2 contains 186098 members 
Entering Unmasked Estep 
Score: -25765834.000000 Penalty: 6098.031250
	Iteration 235Q: 3 clusters Score -2.576583e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32141 members 
Mstep: Class 2 contains 186332 members 
Entering Unmasked Estep 
Score: -25765904.000000 Penalty: 6098.031250
	Iteration 236Q: 3 clusters Score -2.57659e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 186548 members 
Entering Unmasked Estep 
Score: -25765852.000000 Penalty: 6098.031250
	Iteration 237Q: 3 clusters Score -2.576585e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 186760 members 
Entering Unmasked Estep 
Score: -25765882.000000 Penalty: 6098.031250
	Iteration 238Q: 3 clusters Score -2.576588e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31491 members 
Mstep: Class 2 contains 186982 members 
Entering Unmasked Estep 
Score: -25765944.000000 Penalty: 6098.031250
	Iteration 239Q: 3 clusters Score -2.576594e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 187266 members 
Entering Unmasked Estep 
Score: -25765992.000000 Penalty: 6098.031250
	Iteration 240F: 3 clusters Score -2.576599e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30974 members 
Mstep: Class 2 contains 187499 members 
Entering Unmasked Estep 
Score: -25766008.000000 Penalty: 6098.031250
	Iteration 241Q: 3 clusters Score -2.576601e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 187714 members 
Entering Unmasked Estep 
Score: -25766016.000000 Penalty: 6098.031250
	Iteration 242Q: 3 clusters Score -2.576602e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 187918 members 
Entering Unmasked Estep 
Score: -25766014.000000 Penalty: 6098.031250
	Iteration 243Q: 3 clusters Score -2.576601e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 188122 members 
Entering Unmasked Estep 
Score: -25766072.000000 Penalty: 6098.031250
	Iteration 244Q: 3 clusters Score -2.576607e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 188337 members 
Entering Unmasked Estep 
Score: -25766110.000000 Penalty: 6098.031250
	Iteration 245Q: 3 clusters Score -2.576611e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29912 members 
Mstep: Class 2 contains 188561 members 
Entering Unmasked Estep 
Score: -25766164.000000 Penalty: 6098.031250
	Iteration 246Q: 3 clusters Score -2.576616e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 188787 members 
Entering Unmasked Estep 
Score: -25766192.000000 Penalty: 6098.031250
	Iteration 247Q: 3 clusters Score -2.576619e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29469 members 
Mstep: Class 2 contains 189004 members 
Entering Unmasked Estep 
Score: -25766228.000000 Penalty: 6098.031250
	Iteration 248Q: 3 clusters Score -2.576623e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 189224 members 
Entering Unmasked Estep 
Score: -25766278.000000 Penalty: 6098.031250
	Iteration 249Q: 3 clusters Score -2.576628e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 189447 members 
Entering Unmasked Estep 
Score: -25766348.000000 Penalty: 6098.031250
	Iteration 250Q: 3 clusters Score -2.576635e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 189675 members 
Entering Unmasked Estep 
Score: -25766350.000000 Penalty: 6098.031250
	Iteration 251Q: 3 clusters Score -2.576635e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 189903 members 
Entering Unmasked Estep 
Score: -25766310.000000 Penalty: 6098.031250
	Iteration 252Q: 3 clusters Score -2.576631e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28349 members 
Mstep: Class 2 contains 190124 members 
Entering Unmasked Estep 
Score: -25766398.000000 Penalty: 6098.031250
	Iteration 253Q: 3 clusters Score -2.57664e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28114 members 
Mstep: Class 2 contains 190359 members 
Entering Unmasked Estep 
Score: -25766376.000000 Penalty: 6098.031250
	Iteration 254Q: 3 clusters Score -2.576638e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 190536 members 
Entering Unmasked Estep 
Score: -25766380.000000 Penalty: 6098.031250
	Iteration 255Q: 3 clusters Score -2.576638e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 190725 members 
Entering Unmasked Estep 
Score: -25766378.000000 Penalty: 6098.031250
	Iteration 256Q: 3 clusters Score -2.576638e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27573 members 
Mstep: Class 2 contains 190900 members 
Entering Unmasked Estep 
Score: -25766422.000000 Penalty: 6098.031250
	Iteration 257Q: 3 clusters Score -2.576642e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 191092 members 
Entering Unmasked Estep 
Score: -25766516.000000 Penalty: 6098.031250
	Iteration 258Q: 3 clusters Score -2.576652e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 191249 members 
Entering Unmasked Estep 
Score: -25766486.000000 Penalty: 6098.031250
	Iteration 259Q: 3 clusters Score -2.576649e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 191427 members 
Entering Unmasked Estep 
Score: -25766528.000000 Penalty: 6098.031250
	Iteration 260F: 3 clusters Score -2.576653e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 191618 members 
Entering Unmasked Estep 
Score: -25766610.000000 Penalty: 6098.031250
	Iteration 261Q: 3 clusters Score -2.576661e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26676 members 
Mstep: Class 2 contains 191797 members 
Entering Unmasked Estep 
Score: -25766616.000000 Penalty: 6098.031250
	Iteration 262Q: 3 clusters Score -2.576662e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 191968 members 
Entering Unmasked Estep 
Score: -25766640.000000 Penalty: 6098.031250
	Iteration 263Q: 3 clusters Score -2.576664e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 192127 members 
Entering Unmasked Estep 
Score: -25766620.000000 Penalty: 6098.031250
	Iteration 264Q: 3 clusters Score -2.576662e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 192271 members 
Entering Unmasked Estep 
Score: -25766658.000000 Penalty: 6098.031250
	Iteration 265Q: 3 clusters Score -2.576666e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 192415 members 
Entering Unmasked Estep 
Score: -25766650.000000 Penalty: 6098.031250
	Iteration 266Q: 3 clusters Score -2.576665e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25884 members 
Mstep: Class 2 contains 192589 members 
Entering Unmasked Estep 
Score: -25766730.000000 Penalty: 6098.031250
	Iteration 267Q: 3 clusters Score -2.576673e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 192780 members 
Entering Unmasked Estep 
Score: -25766728.000000 Penalty: 6098.031250
	Iteration 268Q: 3 clusters Score -2.576673e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 192957 members 
Entering Unmasked Estep 
Score: -25766802.000000 Penalty: 6098.031250
	Iteration 269Q: 3 clusters Score -2.57668e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 193132 members 
Entering Unmasked Estep 
Score: -25766798.000000 Penalty: 6098.031250
	Iteration 270Q: 3 clusters Score -2.57668e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Mstep: Class 2 contains 193296 members 
Entering Unmasked Estep 
Score: -25766826.000000 Penalty: 6098.031250
	Iteration 271Q: 3 clusters Score -2.576683e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25015 members 
Mstep: Class 2 contains 193458 members 
Entering Unmasked Estep 
Score: -25766892.000000 Penalty: 6098.031250
	Iteration 272Q: 3 clusters Score -2.576689e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 193623 members 
Entering Unmasked Estep 
Score: -25766912.000000 Penalty: 6098.031250
	Iteration 273Q: 3 clusters Score -2.576691e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 193769 members 
Entering Unmasked Estep 
Score: -25766946.000000 Penalty: 6098.031250
	Iteration 274Q: 3 clusters Score -2.576695e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 193931 members 
Entering Unmasked Estep 
Score: -25766968.000000 Penalty: 6098.031250
	Iteration 275Q: 3 clusters Score -2.576697e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 194097 members 
Entering Unmasked Estep 
Score: -25766996.000000 Penalty: 6098.031250
	Iteration 276Q: 3 clusters Score -2.5767e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 194297 members 
Entering Unmasked Estep 
Score: -25767026.000000 Penalty: 6098.031250
	Iteration 277Q: 3 clusters Score -2.576703e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 194534 members 
Entering Unmasked Estep 
Score: -25767116.000000 Penalty: 6098.031250
	Iteration 278Q: 3 clusters Score -2.576712e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 194739 members 
Entering Unmasked Estep 
Score: -25767148.000000 Penalty: 6098.031250
	Iteration 279Q: 3 clusters Score -2.576715e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 194947 members 
Entering Unmasked Estep 
Score: -25767150.000000 Penalty: 6098.031250
	Iteration 280F: 3 clusters Score -2.576715e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23341 members 
Mstep: Class 2 contains 195132 members 
Entering Unmasked Estep 
Score: -25767180.000000 Penalty: 6098.031250
	Iteration 281Q: 3 clusters Score -2.576718e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 195320 members 
Entering Unmasked Estep 
Score: -25767178.000000 Penalty: 6098.031250
	Iteration 282Q: 3 clusters Score -2.576718e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 195481 members 
Entering Unmasked Estep 
Score: -25767220.000000 Penalty: 6098.031250
	Iteration 283Q: 3 clusters Score -2.576722e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 195654 members 
Entering Unmasked Estep 
Score: -25767284.000000 Penalty: 6098.031250
	Iteration 284Q: 3 clusters Score -2.576728e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 195831 members 
Entering Unmasked Estep 
Score: -25767296.000000 Penalty: 6098.031250
	Iteration 285Q: 3 clusters Score -2.57673e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 196033 members 
Entering Unmasked Estep 
Score: -25767272.000000 Penalty: 6098.031250
	Iteration 286Q: 3 clusters Score -2.576727e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 196218 members 
Entering Unmasked Estep 
Score: -25767286.000000 Penalty: 6098.031250
	Iteration 287Q: 3 clusters Score -2.576729e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 196404 members 
Entering Unmasked Estep 
Score: -25767260.000000 Penalty: 6098.031250
	Iteration 288Q: 3 clusters Score -2.576726e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 196591 members 
Entering Unmasked Estep 
Score: -25767328.000000 Penalty: 6098.031250
	Iteration 289Q: 3 clusters Score -2.576733e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 196812 members 
Entering Unmasked Estep 
Score: -25767400.000000 Penalty: 6098.031250
	Iteration 290Q: 3 clusters Score -2.57674e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 197034 members 
Entering Unmasked Estep 
Score: -25767412.000000 Penalty: 6098.031250
	Iteration 291Q: 3 clusters Score -2.576741e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 197297 members 
Entering Unmasked Estep 
Score: -25767476.000000 Penalty: 6098.031250
	Iteration 292Q: 3 clusters Score -2.576748e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 197567 members 
Entering Unmasked Estep 
Score: -25767538.000000 Penalty: 6098.031250
	Iteration 293Q: 3 clusters Score -2.576754e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20632 members 
Mstep: Class 2 contains 197841 members 
Entering Unmasked Estep 
Score: -25767574.000000 Penalty: 6098.031250
	Iteration 294Q: 3 clusters Score -2.576757e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 198069 members 
Entering Unmasked Estep 
Score: -25767642.000000 Penalty: 6098.031250
	Iteration 295Q: 3 clusters Score -2.576764e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 198319 members 
Entering Unmasked Estep 
Score: -25767764.000000 Penalty: 6098.031250
	Iteration 296Q: 3 clusters Score -2.576776e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 198579 members 
Entering Unmasked Estep 
Score: -25767816.000000 Penalty: 6098.031250
	Iteration 297Q: 3 clusters Score -2.576782e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19625 members 
Mstep: Class 2 contains 198848 members 
Entering Unmasked Estep 
Score: -25767880.000000 Penalty: 6098.031250
	Iteration 298Q: 3 clusters Score -2.576788e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 199107 members 
Entering Unmasked Estep 
Score: -25767908.000000 Penalty: 6098.031250
	Iteration 299Q: 3 clusters Score -2.576791e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 199374 members 
Entering Unmasked Estep 
Score: -25767930.000000 Penalty: 6098.031250
	Iteration 300F: 3 clusters Score -2.576793e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 199636 members 
Entering Unmasked Estep 
Score: -25767982.000000 Penalty: 6098.031250
	Iteration 301Q: 3 clusters Score -2.576798e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 199891 members 
Entering Unmasked Estep 
Score: -25768024.000000 Penalty: 6098.031250
	Iteration 302Q: 3 clusters Score -2.576802e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 200101 members 
Entering Unmasked Estep 
Score: -25768016.000000 Penalty: 6098.031250
	Iteration 303Q: 3 clusters Score -2.576802e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 200284 members 
Entering Unmasked Estep 
Score: -25768082.000000 Penalty: 6098.031250
	Iteration 304Q: 3 clusters Score -2.576808e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 200474 members 
Entering Unmasked Estep 
Score: -25768102.000000 Penalty: 6098.031250
	Iteration 305Q: 3 clusters Score -2.57681e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 200666 members 
Entering Unmasked Estep 
Score: -25768162.000000 Penalty: 6098.031250
	Iteration 306Q: 3 clusters Score -2.576816e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 200855 members 
Entering Unmasked Estep 
Score: -25768186.000000 Penalty: 6098.031250
	Iteration 307Q: 3 clusters Score -2.576819e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 201043 members 
Entering Unmasked Estep 
Score: -25768220.000000 Penalty: 6098.031250
	Iteration 308Q: 3 clusters Score -2.576822e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 201234 members 
Entering Unmasked Estep 
Score: -25768268.000000 Penalty: 6098.031250
	Iteration 309Q: 3 clusters Score -2.576827e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 201431 members 
Entering Unmasked Estep 
Score: -25768306.000000 Penalty: 6098.031250
	Iteration 310Q: 3 clusters Score -2.576831e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 201620 members 
Entering Unmasked Estep 
Score: -25768368.000000 Penalty: 6098.031250
	Iteration 311Q: 3 clusters Score -2.576837e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 201824 members 
Entering Unmasked Estep 
Score: -25768386.000000 Penalty: 6098.031250
	Iteration 312Q: 3 clusters Score -2.576839e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 202010 members 
Entering Unmasked Estep 
Score: -25768402.000000 Penalty: 6098.031250
	Iteration 313Q: 3 clusters Score -2.57684e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 202178 members 
Entering Unmasked Estep 
Score: -25768396.000000 Penalty: 6098.031250
	Iteration 314Q: 3 clusters Score -2.57684e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 202342 members 
Entering Unmasked Estep 
Score: -25768450.000000 Penalty: 6098.031250
	Iteration 315Q: 3 clusters Score -2.576845e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 202520 members 
Entering Unmasked Estep 
Score: -25768426.000000 Penalty: 6098.031250
	Iteration 316Q: 3 clusters Score -2.576843e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 202697 members 
Entering Unmasked Estep 
Score: -25768478.000000 Penalty: 6098.031250
	Iteration 317Q: 3 clusters Score -2.576848e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 202890 members 
Entering Unmasked Estep 
Score: -25768464.000000 Penalty: 6098.031250
	Iteration 318Q: 3 clusters Score -2.576846e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15383 members 
Mstep: Class 2 contains 203090 members 
Entering Unmasked Estep 
Score: -25768490.000000 Penalty: 6098.031250
	Iteration 319Q: 3 clusters Score -2.576849e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15169 members 
Mstep: Class 2 contains 203304 members 
Entering Unmasked Estep 
Score: -25768592.000000 Penalty: 6098.031250
	Iteration 320F: 3 clusters Score -2.576859e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 203534 members 
Entering Unmasked Estep 
Score: -25768632.000000 Penalty: 6098.031250
	Iteration 321Q: 3 clusters Score -2.576863e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 203766 members 
Entering Unmasked Estep 
Score: -25768700.000000 Penalty: 6098.031250
	Iteration 322Q: 3 clusters Score -2.57687e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 203982 members 
Entering Unmasked Estep 
Score: -25768716.000000 Penalty: 6098.031250
	Iteration 323Q: 3 clusters Score -2.576872e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 204174 members 
Entering Unmasked Estep 
Score: -25768772.000000 Penalty: 6098.031250
	Iteration 324Q: 3 clusters Score -2.576877e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 204352 members 
Entering Unmasked Estep 
Score: -25768782.000000 Penalty: 6098.031250
	Iteration 325Q: 3 clusters Score -2.576878e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 204535 members 
Entering Unmasked Estep 
Score: -25768804.000000 Penalty: 6098.031250
	Iteration 326Q: 3 clusters Score -2.57688e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 204707 members 
Entering Unmasked Estep 
Score: -25768854.000000 Penalty: 6098.031250
	Iteration 327Q: 3 clusters Score -2.576885e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 204878 members 
Entering Unmasked Estep 
Score: -25768844.000000 Penalty: 6098.031250
	Iteration 328Q: 3 clusters Score -2.576884e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 205047 members 
Entering Unmasked Estep 
Score: -25768900.000000 Penalty: 6098.031250
	Iteration 329Q: 3 clusters Score -2.57689e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 205232 members 
Entering Unmasked Estep 
Score: -25768888.000000 Penalty: 6098.031250
	Iteration 330Q: 3 clusters Score -2.576889e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 205414 members 
Entering Unmasked Estep 
Score: -25768876.000000 Penalty: 6098.031250
	Iteration 331Q: 3 clusters Score -2.576888e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 205585 members 
Entering Unmasked Estep 
Score: -25768948.000000 Penalty: 6098.031250
	Iteration 332Q: 3 clusters Score -2.576895e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 205751 members 
Entering Unmasked Estep 
Score: -25768978.000000 Penalty: 6098.031250
	Iteration 333Q: 3 clusters Score -2.576898e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 205909 members 
Entering Unmasked Estep 
Score: -25768986.000000 Penalty: 6098.031250
	Iteration 334Q: 3 clusters Score -2.576899e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 206076 members 
Entering Unmasked Estep 
Score: -25768992.000000 Penalty: 6098.031250
	Iteration 335Q: 3 clusters Score -2.576899e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 206232 members 
Entering Unmasked Estep 
Score: -25769028.000000 Penalty: 6098.031250
	Iteration 336Q: 3 clusters Score -2.576903e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12092 members 
Mstep: Class 2 contains 206381 members 
Entering Unmasked Estep 
Score: -25769050.000000 Penalty: 6098.031250
	Iteration 337Q: 3 clusters Score -2.576905e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 206533 members 
Entering Unmasked Estep 
Score: -25769128.000000 Penalty: 6098.031250
	Iteration 338Q: 3 clusters Score -2.576913e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 206677 members 
Entering Unmasked Estep 
Score: -25769196.000000 Penalty: 6098.031250
	Iteration 339Q: 3 clusters Score -2.57692e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 206793 members 
Entering Unmasked Estep 
Score: -25769220.000000 Penalty: 6098.031250
	Iteration 340F: 3 clusters Score -2.576922e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 206891 members 
Entering Unmasked Estep 
Score: -25769216.000000 Penalty: 6098.031250
	Iteration 341Q: 3 clusters Score -2.576922e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 206996 members 
Entering Unmasked Estep 
Score: -25769244.000000 Penalty: 6098.031250
	Iteration 342Q: 3 clusters Score -2.576924e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 207089 members 
Entering Unmasked Estep 
Score: -25769224.000000 Penalty: 6098.031250
	Iteration 343Q: 3 clusters Score -2.576922e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11284 members 
Mstep: Class 2 contains 207189 members 
Entering Unmasked Estep 
Score: -25769186.000000 Penalty: 6098.031250
	Iteration 344Q: 3 clusters Score -2.576919e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11175 members 
Mstep: Class 2 contains 207298 members 
Entering Unmasked Estep 
Score: -25769272.000000 Penalty: 6098.031250
	Iteration 345Q: 3 clusters Score -2.576927e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 207415 members 
Entering Unmasked Estep 
Score: -25769300.000000 Penalty: 6098.031250
	Iteration 346Q: 3 clusters Score -2.57693e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 207525 members 
Entering Unmasked Estep 
Score: -25769314.000000 Penalty: 6098.031250
	Iteration 347Q: 3 clusters Score -2.576931e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 207641 members 
Entering Unmasked Estep 
Score: -25769334.000000 Penalty: 6098.031250
	Iteration 348Q: 3 clusters Score -2.576933e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 207733 members 
Entering Unmasked Estep 
Score: -25769358.000000 Penalty: 6098.031250
	Iteration 349Q: 3 clusters Score -2.576936e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 207819 members 
Entering Unmasked Estep 
Score: -25769388.000000 Penalty: 6098.031250
	Iteration 350Q: 3 clusters Score -2.576939e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 207911 members 
Entering Unmasked Estep 
Score: -25769424.000000 Penalty: 6098.031250
	Iteration 351Q: 3 clusters Score -2.576942e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 208032 members 
Entering Unmasked Estep 
Score: -25769390.000000 Penalty: 6098.031250
	Iteration 352Q: 3 clusters Score -2.576939e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 208148 members 
Entering Unmasked Estep 
Score: -25769418.000000 Penalty: 6098.031250
	Iteration 353Q: 3 clusters Score -2.576942e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10209 members 
Mstep: Class 2 contains 208264 members 
Entering Unmasked Estep 
Score: -25769452.000000 Penalty: 6098.031250
	Iteration 354Q: 3 clusters Score -2.576945e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 208352 members 
Entering Unmasked Estep 
Score: -25769452.000000 Penalty: 6098.031250
	Iteration 355Q: 3 clusters Score -2.576945e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 208459 members 
Entering Unmasked Estep 
Score: -25769460.000000 Penalty: 6098.031250
	Iteration 356Q: 3 clusters Score -2.576946e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 208566 members 
Entering Unmasked Estep 
Score: -25769474.000000 Penalty: 6098.031250
	Iteration 357Q: 3 clusters Score -2.576947e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 208666 members 
Entering Unmasked Estep 
Score: -25769532.000000 Penalty: 6098.031250
	Iteration 358Q: 3 clusters Score -2.576953e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 208756 members 
Entering Unmasked Estep 
Score: -25769554.000000 Penalty: 6098.031250
	Iteration 359Q: 3 clusters Score -2.576955e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 208843 members 
Entering Unmasked Estep 
Score: -25769604.000000 Penalty: 6098.031250
	Iteration 360F: 3 clusters Score -2.57696e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 208931 members 
Entering Unmasked Estep 
Score: -25769592.000000 Penalty: 6098.031250
	Iteration 361Q: 3 clusters Score -2.576959e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 209005 members 
Entering Unmasked Estep 
Score: -25769628.000000 Penalty: 6098.031250
	Iteration 362Q: 3 clusters Score -2.576963e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 209081 members 
Entering Unmasked Estep 
Score: -25769648.000000 Penalty: 6098.031250
	Iteration 363Q: 3 clusters Score -2.576965e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 209138 members 
Entering Unmasked Estep 
Score: -25769642.000000 Penalty: 6098.031250
	Iteration 364Q: 3 clusters Score -2.576964e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 209212 members 
Entering Unmasked Estep 
Score: -25769664.000000 Penalty: 6098.031250
	Iteration 365Q: 3 clusters Score -2.576966e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 209283 members 
Entering Unmasked Estep 
Score: -25769662.000000 Penalty: 6098.031250
	Iteration 366Q: 3 clusters Score -2.576966e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 209345 members 
Entering Unmasked Estep 
Score: -25769690.000000 Penalty: 6098.031250
	Iteration 367Q: 3 clusters Score -2.576969e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 209404 members 
Entering Unmasked Estep 
Score: -25769686.000000 Penalty: 6098.031250
	Iteration 368Q: 3 clusters Score -2.576969e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 209454 members 
Entering Unmasked Estep 
Score: -25769708.000000 Penalty: 6098.031250
	Iteration 369Q: 3 clusters Score -2.576971e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 209509 members 
Entering Unmasked Estep 
Score: -25769710.000000 Penalty: 6098.031250
	Iteration 370Q: 3 clusters Score -2.576971e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8907 members 
Mstep: Class 2 contains 209566 members 
Entering Unmasked Estep 
Score: -25769710.000000 Penalty: 6098.031250
	Iteration 371Q: 3 clusters Score -2.576971e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 209624 members 
Entering Unmasked Estep 
Score: -25769734.000000 Penalty: 6098.031250
	Iteration 372Q: 3 clusters Score -2.576973e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 209675 members 
Entering Unmasked Estep 
Score: -25769754.000000 Penalty: 6098.031250
	Iteration 373Q: 3 clusters Score -2.576975e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 209731 members 
Entering Unmasked Estep 
Score: -25769790.000000 Penalty: 6098.031250
	Iteration 374Q: 3 clusters Score -2.576979e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 209779 members 
Entering Unmasked Estep 
Score: -25769772.000000 Penalty: 6098.031250
	Iteration 375Q: 3 clusters Score -2.576977e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 209837 members 
Entering Unmasked Estep 
Score: -25769808.000000 Penalty: 6098.031250
	Iteration 376Q: 3 clusters Score -2.576981e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 209889 members 
Entering Unmasked Estep 
Score: -25769804.000000 Penalty: 6098.031250
	Iteration 377Q: 3 clusters Score -2.57698e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 209936 members 
Entering Unmasked Estep 
Score: -25769826.000000 Penalty: 6098.031250
	Iteration 378Q: 3 clusters Score -2.576983e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 209995 members 
Entering Unmasked Estep 
Score: -25769834.000000 Penalty: 6098.031250
	Iteration 379Q: 3 clusters Score -2.576983e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 210052 members 
Entering Unmasked Estep 
Score: -25769864.000000 Penalty: 6098.031250
	Iteration 380F: 3 clusters Score -2.576986e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 210110 members 
Entering Unmasked Estep 
Score: -25769854.000000 Penalty: 6098.031250
	Iteration 381Q: 3 clusters Score -2.576985e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 210172 members 
Entering Unmasked Estep 
Score: -25769858.000000 Penalty: 6098.031250
	Iteration 382Q: 3 clusters Score -2.576986e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 210229 members 
Entering Unmasked Estep 
Score: -25769862.000000 Penalty: 6098.031250
	Iteration 383Q: 3 clusters Score -2.576986e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 210277 members 
Entering Unmasked Estep 
Score: -25769886.000000 Penalty: 6098.031250
	Iteration 384Q: 3 clusters Score -2.576989e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 210323 members 
Entering Unmasked Estep 
Score: -25769902.000000 Penalty: 6098.031250
	Iteration 385Q: 3 clusters Score -2.57699e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 210366 members 
Entering Unmasked Estep 
Score: -25769892.000000 Penalty: 6098.031250
	Iteration 386Q: 3 clusters Score -2.576989e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 210403 members 
Entering Unmasked Estep 
Score: -25769894.000000 Penalty: 6098.031250
	Iteration 387Q: 3 clusters Score -2.576989e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 210441 members 
Entering Unmasked Estep 
Score: -25769902.000000 Penalty: 6098.031250
	Iteration 388Q: 3 clusters Score -2.57699e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 210473 members 
Entering Unmasked Estep 
Score: -25769924.000000 Penalty: 6098.031250
	Iteration 389Q: 3 clusters Score -2.576992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 210499 members 
Entering Unmasked Estep 
Score: -25769922.000000 Penalty: 6098.031250
	Iteration 390Q: 3 clusters Score -2.576992e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 210528 members 
Entering Unmasked Estep 
Score: -25769928.000000 Penalty: 6098.031250
	Iteration 391Q: 3 clusters Score -2.576993e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 210555 members 
Entering Unmasked Estep 
Score: -25769938.000000 Penalty: 6098.031250
	Iteration 392Q: 3 clusters Score -2.576994e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 210590 members 
Entering Unmasked Estep 
Score: -25769940.000000 Penalty: 6098.031250
	Iteration 393Q: 3 clusters Score -2.576994e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 210623 members 
Entering Unmasked Estep 
Score: -25769936.000000 Penalty: 6098.031250
	Iteration 394Q: 3 clusters Score -2.576994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 210640 members 
Entering Unmasked Estep 
Score: -25769956.000000 Penalty: 6098.031250
	Iteration 395Q: 3 clusters Score -2.576996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 210658 members 
Entering Unmasked Estep 
Score: -25769948.000000 Penalty: 6098.031250
	Iteration 396Q: 3 clusters Score -2.576995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 210663 members 
Entering Unmasked Estep 
Score: -25769934.000000 Penalty: 6098.031250
	Iteration 397Q: 3 clusters Score -2.576993e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 210674 members 
Entering Unmasked Estep 
Score: -25769954.000000 Penalty: 6098.031250
	Iteration 398Q: 3 clusters Score -2.576995e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7793 members 
Mstep: Class 2 contains 210680 members 
Entering Unmasked Estep 
Score: -25769940.000000 Penalty: 6098.031250
	Iteration 399Q: 3 clusters Score -2.576994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 210687 members 
Entering Unmasked Estep 
Score: -25769954.000000 Penalty: 6098.031250
	Iteration 400F: 3 clusters Score -2.576995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 210696 members 
Entering Unmasked Estep 
Score: -25769938.000000 Penalty: 6098.031250
	Iteration 401Q: 3 clusters Score -2.576994e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 210706 members 
Entering Unmasked Estep 
Score: -25769942.000000 Penalty: 6098.031250
	Iteration 402Q: 3 clusters Score -2.576994e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 210715 members 
Entering Unmasked Estep 
Score: -25769950.000000 Penalty: 6098.031250
	Iteration 403Q: 3 clusters Score -2.576995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 210720 members 
Entering Unmasked Estep 
Score: -25769940.000000 Penalty: 6098.031250
	Iteration 404Q: 3 clusters Score -2.576994e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 210728 members 
Entering Unmasked Estep 
Score: -25769942.000000 Penalty: 6098.031250
	Iteration 405Q: 3 clusters Score -2.576994e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 210738 members 
Entering Unmasked Estep 
Score: -25769950.000000 Penalty: 6098.031250
	Iteration 406Q: 3 clusters Score -2.576995e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 210747 members 
Entering Unmasked Estep 
Score: -25769930.000000 Penalty: 6098.031250
	Iteration 407Q: 3 clusters Score -2.576993e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 210751 members 
Entering Unmasked Estep 
Score: -25769940.000000 Penalty: 6098.031250
	Iteration 408Q: 3 clusters Score -2.576994e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 210760 members 
Entering Unmasked Estep 
Score: -25769946.000000 Penalty: 6098.031250
	Iteration 409Q: 3 clusters Score -2.576995e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 210766 members 
Entering Unmasked Estep 
Score: -25769960.000000 Penalty: 6098.031250
	Iteration 410Q: 3 clusters Score -2.576996e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 210768 members 
Entering Unmasked Estep 
Score: -25769950.000000 Penalty: 6098.031250
	Iteration 411Q: 3 clusters Score -2.576995e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 210772 members 
Entering Unmasked Estep 
Score: -25769952.000000 Penalty: 6098.031250
	Iteration 412Q: 3 clusters Score -2.576995e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 210773 members 
Entering Unmasked Estep 
Score: -25769952.000000 Penalty: 6098.031250
	Iteration 413Q: 3 clusters Score -2.576995e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 210778 members 
Entering Unmasked Estep 
Score: -25769956.000000 Penalty: 6098.031250
	Iteration 414Q: 3 clusters Score -2.576996e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 210784 members 
Entering Unmasked Estep 
Score: -25769970.000000 Penalty: 6098.031250
	Iteration 415Q: 3 clusters Score -2.576997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 210793 members 
Entering Unmasked Estep 
Score: -25769980.000000 Penalty: 6098.031250
	Iteration 416Q: 3 clusters Score -2.576998e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 210804 members 
Entering Unmasked Estep 
Score: -25769984.000000 Penalty: 6098.031250
	Iteration 417Q: 3 clusters Score -2.576998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 210810 members 
Entering Unmasked Estep 
Score: -25769978.000000 Penalty: 6098.031250
	Iteration 418Q: 3 clusters Score -2.576998e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 210822 members 
Entering Unmasked Estep 
Score: -25769992.000000 Penalty: 6098.031250
	Iteration 419Q: 3 clusters Score -2.576999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 210840 members 
Entering Unmasked Estep 
Score: -25769988.000000 Penalty: 6098.031250
	Iteration 420F: 3 clusters Score -2.576999e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 210857 members 
Entering Unmasked Estep 
Score: -25769970.000000 Penalty: 6098.031250
	Iteration 421Q: 3 clusters Score -2.576997e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 210867 members 
Entering Unmasked Estep 
Score: -25769990.000000 Penalty: 6098.031250
	Iteration 422Q: 3 clusters Score -2.576999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 210882 members 
Entering Unmasked Estep 
Score: -25769998.000000 Penalty: 6098.031250
	Iteration 423Q: 3 clusters Score -2.577e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 210898 members 
Entering Unmasked Estep 
Score: -25769994.000000 Penalty: 6098.031250
	Iteration 424Q: 3 clusters Score -2.576999e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 210910 members 
Entering Unmasked Estep 
Score: -25770010.000000 Penalty: 6098.031250
	Iteration 425Q: 3 clusters Score -2.577001e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 210926 members 
Entering Unmasked Estep 
Score: -25770008.000000 Penalty: 6098.031250
	Iteration 426Q: 3 clusters Score -2.577001e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 210940 members 
Entering Unmasked Estep 
Score: -25770004.000000 Penalty: 6098.031250
	Iteration 427Q: 3 clusters Score -2.577e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 210954 members 
Entering Unmasked Estep 
Score: -25769998.000000 Penalty: 6098.031250
	Iteration 428Q: 3 clusters Score -2.577e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 210973 members 
Entering Unmasked Estep 
Score: -25770012.000000 Penalty: 6098.031250
	Iteration 429Q: 3 clusters Score -2.577001e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 210986 members 
Entering Unmasked Estep 
Score: -25770024.000000 Penalty: 6098.031250
	Iteration 430Q: 3 clusters Score -2.577002e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 211002 members 
Entering Unmasked Estep 
Score: -25770016.000000 Penalty: 6098.031250
	Iteration 431Q: 3 clusters Score -2.577002e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 211021 members 
Entering Unmasked Estep 
Score: -25770012.000000 Penalty: 6098.031250
	Iteration 432Q: 3 clusters Score -2.577001e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 211045 members 
Entering Unmasked Estep 
Score: -25769996.000000 Penalty: 6098.031250
	Iteration 433Q: 3 clusters Score -2.577e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 211063 members 
Entering Unmasked Estep 
Score: -25769984.000000 Penalty: 6098.031250
	Iteration 434Q: 3 clusters Score -2.576998e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 211082 members 
Entering Unmasked Estep 
Score: -25769964.000000 Penalty: 6098.031250
	Iteration 435Q: 3 clusters Score -2.576996e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 211096 members 
Entering Unmasked Estep 
Score: -25769994.000000 Penalty: 6098.031250
	Iteration 436Q: 3 clusters Score -2.576999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 211110 members 
Entering Unmasked Estep 
Score: -25770020.000000 Penalty: 6098.031250
	Iteration 437Q: 3 clusters Score -2.577002e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 211127 members 
Entering Unmasked Estep 
Score: -25770022.000000 Penalty: 6098.031250
	Iteration 438Q: 3 clusters Score -2.577002e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 211140 members 
Entering Unmasked Estep 
Score: -25770030.000000 Penalty: 6098.031250
	Iteration 439Q: 3 clusters Score -2.577003e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 211154 members 
Entering Unmasked Estep 
Score: -25770064.000000 Penalty: 6098.031250
	Iteration 440F: 3 clusters Score -2.577006e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 211182 members 
Entering Unmasked Estep 
Score: -25770034.000000 Penalty: 6098.031250
	Iteration 441Q: 3 clusters Score -2.577003e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 211211 members 
Entering Unmasked Estep 
Score: -25770056.000000 Penalty: 6098.031250
	Iteration 442Q: 3 clusters Score -2.577006e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 211243 members 
Entering Unmasked Estep 
Score: -25770046.000000 Penalty: 6098.031250
	Iteration 443Q: 3 clusters Score -2.577005e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 211274 members 
Entering Unmasked Estep 
Score: -25770074.000000 Penalty: 6098.031250
	Iteration 444Q: 3 clusters Score -2.577007e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 211294 members 
Entering Unmasked Estep 
Score: -25770084.000000 Penalty: 6098.031250
	Iteration 445Q: 3 clusters Score -2.577008e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 211317 members 
Entering Unmasked Estep 
Score: -25770074.000000 Penalty: 6098.031250
	Iteration 446Q: 3 clusters Score -2.577007e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 211332 members 
Entering Unmasked Estep 
Score: -25770080.000000 Penalty: 6098.031250
	Iteration 447Q: 3 clusters Score -2.577008e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 211346 members 
Entering Unmasked Estep 
Score: -25770084.000000 Penalty: 6098.031250
	Iteration 448Q: 3 clusters Score -2.577008e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 211353 members 
Entering Unmasked Estep 
Score: -25770084.000000 Penalty: 6098.031250
	Iteration 449Q: 3 clusters Score -2.577008e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 211366 members 
Entering Unmasked Estep 
Score: -25770096.000000 Penalty: 6098.031250
	Iteration 450Q: 3 clusters Score -2.57701e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 211384 members 
Entering Unmasked Estep 
Score: -25770098.000000 Penalty: 6098.031250
	Iteration 451Q: 3 clusters Score -2.57701e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 211392 members 
Entering Unmasked Estep 
Score: -25770086.000000 Penalty: 6098.031250
	Iteration 452Q: 3 clusters Score -2.577009e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7075 members 
Mstep: Class 2 contains 211398 members 
Entering Unmasked Estep 
Score: -25770108.000000 Penalty: 6098.031250
	Iteration 453Q: 3 clusters Score -2.577011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 211404 members 
Entering Unmasked Estep 
Score: -25770108.000000 Penalty: 6098.031250
	Iteration 454Q: 3 clusters Score -2.577011e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 211408 members 
Entering Unmasked Estep 
Score: -25770104.000000 Penalty: 6098.031250
	Iteration 455Q: 3 clusters Score -2.57701e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 211413 members 
Entering Unmasked Estep 
Score: -25770114.000000 Penalty: 6098.031250
	Iteration 456Q: 3 clusters Score -2.577011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 211420 members 
Entering Unmasked Estep 
Score: -25770116.000000 Penalty: 6098.031250
	Iteration 457Q: 3 clusters Score -2.577012e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7044 members 
Mstep: Class 2 contains 211429 members 
Entering Unmasked Estep 
Score: -25770112.000000 Penalty: 6098.031250
	Iteration 458Q: 3 clusters Score -2.577011e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 211440 members 
Entering Unmasked Estep 
Score: -25770088.000000 Penalty: 6098.031250
	Iteration 459Q: 3 clusters Score -2.577009e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 211453 members 
Entering Unmasked Estep 
Score: -25770094.000000 Penalty: 6098.031250
	Iteration 460F: 3 clusters Score -2.577009e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 211467 members 
Entering Unmasked Estep 
Score: -25770118.000000 Penalty: 6098.031250
	Iteration 461Q: 3 clusters Score -2.577012e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 211482 members 
Entering Unmasked Estep 
Score: -25770110.000000 Penalty: 6098.031250
	Iteration 462Q: 3 clusters Score -2.577011e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 211499 members 
Entering Unmasked Estep 
Score: -25770106.000000 Penalty: 6098.031250
	Iteration 463Q: 3 clusters Score -2.577011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 211519 members 
Entering Unmasked Estep 
Score: -25770148.000000 Penalty: 6098.031250
	Iteration 464Q: 3 clusters Score -2.577015e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 211536 members 
Entering Unmasked Estep 
Score: -25770112.000000 Penalty: 6098.031250
	Iteration 465Q: 3 clusters Score -2.577011e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 211554 members 
Entering Unmasked Estep 
Score: -25770104.000000 Penalty: 6098.031250
	Iteration 466Q: 3 clusters Score -2.57701e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6905 members 
Mstep: Class 2 contains 211568 members 
Entering Unmasked Estep 
Score: -25770150.000000 Penalty: 6098.031250
	Iteration 467Q: 3 clusters Score -2.577015e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 211580 members 
Entering Unmasked Estep 
Score: -25770132.000000 Penalty: 6098.031250
	Iteration 468Q: 3 clusters Score -2.577013e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 211595 members 
Entering Unmasked Estep 
Score: -25770120.000000 Penalty: 6098.031250
	Iteration 469Q: 3 clusters Score -2.577012e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 211605 members 
Entering Unmasked Estep 
Score: -25770140.000000 Penalty: 6098.031250
	Iteration 470Q: 3 clusters Score -2.577014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 211608 members 
Entering Unmasked Estep 
Score: -25770136.000000 Penalty: 6098.031250
	Iteration 471Q: 3 clusters Score -2.577014e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 211613 members 
Entering Unmasked Estep 
Score: -25770160.000000 Penalty: 6098.031250
	Iteration 472Q: 3 clusters Score -2.577016e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 211618 members 
Entering Unmasked Estep 
Score: -25770154.000000 Penalty: 6098.031250
	Iteration 473Q: 3 clusters Score -2.577015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 211620 members 
Entering Unmasked Estep 
Score: -25770154.000000 Penalty: 6098.031250
	Iteration 474Q: 3 clusters Score -2.577015e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 211623 members 
Entering Unmasked Estep 
Score: -25770144.000000 Penalty: 6098.031250
	Iteration 475Q: 3 clusters Score -2.577014e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 211626 members 
Entering Unmasked Estep 
Score: -25770134.000000 Penalty: 6098.031250
	Iteration 476Q: 3 clusters Score -2.577013e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 211626 members 
Entering Unmasked Estep 
Score: -25770134.000000 Penalty: 6098.031250
	Iteration 477F: 3 clusters Score -2.577013e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Entering Unmasked Estep 
Score: -2359043.250000 Penalty: 2473.769531
	Iteration 0F: 2 clusters Score -2359043 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2344046.500000 Penalty: 4947.539062
	Iteration 0F: 3 clusters Score -2344046 nChanged 9398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -2349072.250000 Penalty: 4947.539062
	Iteration 1F: 3 clusters Score -2349072 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2349608.750000 Penalty: 4947.539062
	Iteration 2F: 3 clusters Score -2349609 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11565 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -2350169.250000 Penalty: 4947.539062
	Iteration 3F: 3 clusters Score -2350169 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -2350743.250000 Penalty: 4947.539062
	Iteration 4F: 3 clusters Score -2350743 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2351396.000000 Penalty: 4947.539062
	Iteration 5F: 3 clusters Score -2351396 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -2352214.000000 Penalty: 4947.539062
	Iteration 6F: 3 clusters Score -2352214 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2353061.750000 Penalty: 4947.539062
	Iteration 7F: 3 clusters Score -2353062 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -2353867.250000 Penalty: 4947.539062
	Iteration 8F: 3 clusters Score -2353867 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2354518.000000 Penalty: 4947.539062
	Iteration 9Q: 3 clusters Score -2354518 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -2354996.000000 Penalty: 4947.539062
	Iteration 10Q: 3 clusters Score -2354996 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -2355384.250000 Penalty: 4947.539062
	Iteration 11Q: 3 clusters Score -2355384 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16942 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2355715.000000 Penalty: 4947.539062
	Iteration 12Q: 3 clusters Score -2355715 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2355954.500000 Penalty: 4947.539062
	Iteration 13Q: 3 clusters Score -2355954 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -2356122.500000 Penalty: 4947.539062
	Iteration 14Q: 3 clusters Score -2356122 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2356262.250000 Penalty: 4947.539062
	Iteration 15Q: 3 clusters Score -2356262 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2356382.750000 Penalty: 4947.539062
	Iteration 16Q: 3 clusters Score -2356383 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2356502.500000 Penalty: 4947.539062
	Iteration 17Q: 3 clusters Score -2356502 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18838 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -2356617.000000 Penalty: 4947.539062
	Iteration 18Q: 3 clusters Score -2356617 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2356702.500000 Penalty: 4947.539062
	Iteration 19Q: 3 clusters Score -2356702 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -2356792.250000 Penalty: 4947.539062
	Iteration 20F: 3 clusters Score -2356792 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -2356859.500000 Penalty: 4947.539062
	Iteration 21Q: 3 clusters Score -2356860 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -2356931.500000 Penalty: 4947.539062
	Iteration 22Q: 3 clusters Score -2356932 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -2356979.750000 Penalty: 4947.539062
	Iteration 23Q: 3 clusters Score -2356980 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2357020.500000 Penalty: 4947.539062
	Iteration 24Q: 3 clusters Score -2357020 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19817 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2357048.500000 Penalty: 4947.539062
	Iteration 25Q: 3 clusters Score -2357048 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2357075.750000 Penalty: 4947.539062
	Iteration 26Q: 3 clusters Score -2357076 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2357112.000000 Penalty: 4947.539062
	Iteration 27Q: 3 clusters Score -2357112 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2357136.750000 Penalty: 4947.539062
	Iteration 28Q: 3 clusters Score -2357137 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2357161.250000 Penalty: 4947.539062
	Iteration 29Q: 3 clusters Score -2357161 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20116 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -2357187.250000 Penalty: 4947.539062
	Iteration 30Q: 3 clusters Score -2357187 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2357205.000000 Penalty: 4947.539062
	Iteration 31Q: 3 clusters Score -2357205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -2357215.000000 Penalty: 4947.539062
	Iteration 32Q: 3 clusters Score -2357215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -2357223.250000 Penalty: 4947.539062
	Iteration 33Q: 3 clusters Score -2357223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2357235.500000 Penalty: 4947.539062
	Iteration 34Q: 3 clusters Score -2357236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -2357244.750000 Penalty: 4947.539062
	Iteration 35Q: 3 clusters Score -2357245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2357257.500000 Penalty: 4947.539062
	Iteration 36Q: 3 clusters Score -2357258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2357269.750000 Penalty: 4947.539062
	Iteration 37Q: 3 clusters Score -2357270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20301 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -2357282.250000 Penalty: 4947.539062
	Iteration 38Q: 3 clusters Score -2357282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2357304.500000 Penalty: 4947.539062
	Iteration 39Q: 3 clusters Score -2357304 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2357320.250000 Penalty: 4947.539062
	Iteration 40F: 3 clusters Score -2357320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20355 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2357332.000000 Penalty: 4947.539062
	Iteration 41Q: 3 clusters Score -2357332 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -2357345.000000 Penalty: 4947.539062
	Iteration 42Q: 3 clusters Score -2357345 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -2357357.000000 Penalty: 4947.539062
	Iteration 43Q: 3 clusters Score -2357357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2357361.000000 Penalty: 4947.539062
	Iteration 44Q: 3 clusters Score -2357361 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2357377.250000 Penalty: 4947.539062
	Iteration 45Q: 3 clusters Score -2357377 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20413 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -2357395.000000 Penalty: 4947.539062
	Iteration 46Q: 3 clusters Score -2357395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2357413.750000 Penalty: 4947.539062
	Iteration 47Q: 3 clusters Score -2357414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2357419.750000 Penalty: 4947.539062
	Iteration 48Q: 3 clusters Score -2357420 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20437 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2357430.250000 Penalty: 4947.539062
	Iteration 49Q: 3 clusters Score -2357430 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2357438.750000 Penalty: 4947.539062
	Iteration 50Q: 3 clusters Score -2357439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2357447.750000 Penalty: 4947.539062
	Iteration 51Q: 3 clusters Score -2357448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2357447.750000 Penalty: 4947.539062
	Iteration 52Q: 3 clusters Score -2357448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2357454.750000 Penalty: 4947.539062
	Iteration 53Q: 3 clusters Score -2357455 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2357454.750000 Penalty: 4947.539062
	Iteration 54Q: 3 clusters Score -2357455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2357461.000000 Penalty: 4947.539062
	Iteration 55Q: 3 clusters Score -2357461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2357461.000000 Penalty: 4947.539062
	Iteration 56Q: 3 clusters Score -2357461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2357467.250000 Penalty: 4947.539062
	Iteration 57Q: 3 clusters Score -2357467 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2357464.500000 Penalty: 4947.539062
	Iteration 58Q: 3 clusters Score -2357464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2357464.750000 Penalty: 4947.539062
	Iteration 59Q: 3 clusters Score -2357465 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2357464.500000 Penalty: 4947.539062
	Iteration 60F: 3 clusters Score -2357464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2357468.000000 Penalty: 4947.539062
	Iteration 61Q: 3 clusters Score -2357468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2357467.250000 Penalty: 4947.539062
	Iteration 62Q: 3 clusters Score -2357467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2357469.500000 Penalty: 4947.539062
	Iteration 63Q: 3 clusters Score -2357470 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2357470.500000 Penalty: 4947.539062
	Iteration 64Q: 3 clusters Score -2357470 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2357472.500000 Penalty: 4947.539062
	Iteration 65Q: 3 clusters Score -2357472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2357471.000000 Penalty: 4947.539062
	Iteration 66Q: 3 clusters Score -2357471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2357470.000000 Penalty: 4947.539062
	Iteration 67Q: 3 clusters Score -2357470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20439 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2357470.000000 Penalty: 4947.539062
	Iteration 68F: 3 clusters Score -2357470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (11548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Entering Unmasked Estep 
Score: -1291638.500000 Penalty: 2319.858154
	Iteration 0F: 2 clusters Score -1291638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1283059.250000 Penalty: 4639.716309
	Iteration 0F: 3 clusters Score -1283059 nChanged 4882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1286221.250000 Penalty: 4639.716309
	Iteration 1F: 3 clusters Score -1286221 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1287178.750000 Penalty: 4639.716309
	Iteration 2F: 3 clusters Score -1287179 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -1288127.375000 Penalty: 4639.716309
	Iteration 3F: 3 clusters Score -1288127 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 7236 members 
Entering Unmasked Estep 
Score: -1288927.125000 Penalty: 4639.716309
	Iteration 4F: 3 clusters Score -1288927 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -1289522.375000 Penalty: 4639.716309
	Iteration 5F: 3 clusters Score -1289522 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1289959.375000 Penalty: 4639.716309
	Iteration 6F: 3 clusters Score -1289959 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1290206.625000 Penalty: 4639.716309
	Iteration 7Q: 3 clusters Score -1290207 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1290344.875000 Penalty: 4639.716309
	Iteration 8Q: 3 clusters Score -1290345 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1290445.000000 Penalty: 4639.716309
	Iteration 9Q: 3 clusters Score -1290445 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -1290511.500000 Penalty: 4639.716309
	Iteration 10Q: 3 clusters Score -1290512 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1290550.875000 Penalty: 4639.716309
	Iteration 11Q: 3 clusters Score -1290551 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1290586.625000 Penalty: 4639.716309
	Iteration 12Q: 3 clusters Score -1290587 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1290610.875000 Penalty: 4639.716309
	Iteration 13Q: 3 clusters Score -1290611 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1290628.000000 Penalty: 4639.716309
	Iteration 14Q: 3 clusters Score -1290628 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1290640.375000 Penalty: 4639.716309
	Iteration 15Q: 3 clusters Score -1290640 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -1290654.250000 Penalty: 4639.716309
	Iteration 16Q: 3 clusters Score -1290654 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -1290667.000000 Penalty: 4639.716309
	Iteration 17Q: 3 clusters Score -1290667 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -1290679.750000 Penalty: 4639.716309
	Iteration 18Q: 3 clusters Score -1290680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 9551 members 
Entering Unmasked Estep 
Score: -1290689.375000 Penalty: 4639.716309
	Iteration 19Q: 3 clusters Score -1290689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1290695.750000 Penalty: 4639.716309
	Iteration 20F: 3 clusters Score -1290696 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1290701.125000 Penalty: 4639.716309
	Iteration 21Q: 3 clusters Score -1290701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1290704.250000 Penalty: 4639.716309
	Iteration 22Q: 3 clusters Score -1290704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1290712.625000 Penalty: 4639.716309
	Iteration 23Q: 3 clusters Score -1290713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1290714.625000 Penalty: 4639.716309
	Iteration 24Q: 3 clusters Score -1290715 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1290714.375000 Penalty: 4639.716309
	Iteration 25Q: 3 clusters Score -1290714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1290715.875000 Penalty: 4639.716309
	Iteration 26Q: 3 clusters Score -1290716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1290717.250000 Penalty: 4639.716309
	Iteration 27Q: 3 clusters Score -1290717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1290717.750000 Penalty: 4639.716309
	Iteration 28Q: 3 clusters Score -1290718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 9675 members 
Entering Unmasked Estep 
Score: -1290719.625000 Penalty: 4639.716309
	Iteration 29Q: 3 clusters Score -1290720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1290721.125000 Penalty: 4639.716309
	Iteration 30Q: 3 clusters Score -1290721 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1290720.500000 Penalty: 4639.716309
	Iteration 31Q: 3 clusters Score -1290720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -1290722.375000 Penalty: 4639.716309
	Iteration 32Q: 3 clusters Score -1290722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1290721.125000 Penalty: 4639.716309
	Iteration 33Q: 3 clusters Score -1290721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1290720.750000 Penalty: 4639.716309
	Iteration 34Q: 3 clusters Score -1290721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1290720.750000 Penalty: 4639.716309
	Iteration 35F: 3 clusters Score -1290721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (300380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300380 members 
Entering Unmasked Estep 
Score: -35304200.000000 Penalty: 3127.975342
	Iteration 0F: 2 clusters Score -3.53042e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150128 members 
Mstep: Class 2 contains 150252 members 
Entering Unmasked Estep 
Score: -35110932.000000 Penalty: 6255.950684
	Iteration 0F: 3 clusters Score -3.511093e+07 nChanged 145204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148936 members 
Mstep: Class 2 contains 151444 members 
Entering Unmasked Estep 
Score: -35195352.000000 Penalty: 6255.950684
	Iteration 1F: 3 clusters Score -3.519535e+07 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147977 members 
Mstep: Class 2 contains 152403 members 
Entering Unmasked Estep 
Score: -35196236.000000 Penalty: 6255.950684
	Iteration 2Q: 3 clusters Score -3.519624e+07 nChanged 6037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146580 members 
Mstep: Class 2 contains 153800 members 
Entering Unmasked Estep 
Score: -35196964.000000 Penalty: 6255.950684
	Iteration 3Q: 3 clusters Score -3.519696e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144339 members 
Mstep: Class 2 contains 156041 members 
Entering Unmasked Estep 
Score: -35197888.000000 Penalty: 6255.950684
	Iteration 4Q: 3 clusters Score -3.519789e+07 nChanged 6384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140937 members 
Mstep: Class 2 contains 159443 members 
Entering Unmasked Estep 
Score: -35198844.000000 Penalty: 6255.950684
	Iteration 5Q: 3 clusters Score -3.519884e+07 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135723 members 
Mstep: Class 2 contains 164657 members 
Entering Unmasked Estep 
Score: -35200356.000000 Penalty: 6255.950684
	Iteration 6Q: 3 clusters Score -3.520036e+07 nChanged 9008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127947 members 
Mstep: Class 2 contains 172433 members 
Entering Unmasked Estep 
Score: -35202820.000000 Penalty: 6255.950684
	Iteration 7Q: 3 clusters Score -3.520282e+07 nChanged 12381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116164 members 
Mstep: Class 2 contains 184216 members 
Entering Unmasked Estep 
Score: -35207664.000000 Penalty: 6255.950684
	Iteration 8Q: 3 clusters Score -3.520766e+07 nChanged 17304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99060 members 
Mstep: Class 2 contains 201320 members 
Entering Unmasked Estep 
Score: -35216808.000000 Penalty: 6255.950684
	Iteration 9F: 3 clusters Score -3.521681e+07 nChanged 23200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75932 members 
Mstep: Class 2 contains 224448 members 
Entering Unmasked Estep 
Score: -35233204.000000 Penalty: 6255.950684
	Iteration 10F: 3 clusters Score -3.52332e+07 nChanged 27129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 251569 members 
Entering Unmasked Estep 
Score: -35257232.000000 Penalty: 6255.950684
	Iteration 11F: 3 clusters Score -3.525723e+07 nChanged 24788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 276351 members 
Entering Unmasked Estep 
Score: -35282108.000000 Penalty: 6255.950684
	Iteration 12F: 3 clusters Score -3.528211e+07 nChanged 15361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 291710 members 
Entering Unmasked Estep 
Score: -35298016.000000 Penalty: 6255.950684
	Iteration 13F: 3 clusters Score -3.529802e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 297935 members 
Entering Unmasked Estep 
Score: -35301648.000000 Penalty: 6255.950684
	Iteration 14Q: 3 clusters Score -3.530165e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 299634 members 
Entering Unmasked Estep 
Score: -35301480.000000 Penalty: 6255.950684
	Iteration 15Q: 3 clusters Score -3.530148e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 300039 members 
Entering Unmasked Estep 
Score: -35301528.000000 Penalty: 6255.950684
	Iteration 16Q: 3 clusters Score -3.530153e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 300119 members 
Entering Unmasked Estep 
Score: -35301508.000000 Penalty: 6255.950684
	Iteration 17Q: 3 clusters Score -3.530151e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 300138 members 
Entering Unmasked Estep 
Score: -35301560.000000 Penalty: 6255.950684
	Iteration 18Q: 3 clusters Score -3.530156e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 300148 members 
Entering Unmasked Estep 
Score: -35301588.000000 Penalty: 6255.950684
	Iteration 19Q: 3 clusters Score -3.530159e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 300153 members 
Entering Unmasked Estep 
Score: -35301584.000000 Penalty: 6255.950684
	Iteration 20F: 3 clusters Score -3.530158e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 300154 members 
Entering Unmasked Estep 
Score: -35301596.000000 Penalty: 6255.950684
	Iteration 21Q: 3 clusters Score -3.53016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 300153 members 
Entering Unmasked Estep 
Score: -35301604.000000 Penalty: 6255.950684
	Iteration 22Q: 3 clusters Score -3.53016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 300152 members 
Entering Unmasked Estep 
Score: -35301596.000000 Penalty: 6255.950684
	Iteration 23Q: 3 clusters Score -3.53016e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 300152 members 
Entering Unmasked Estep 
Score: -35301596.000000 Penalty: 6255.950684
	Iteration 24F: 3 clusters Score -3.53016e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Entering Unmasked Estep 
Score: -761034.875000 Penalty: 2178.586182
	Iteration 0F: 2 clusters Score -761034.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -755564.750000 Penalty: 4357.172363
	Iteration 0F: 3 clusters Score -755564.8 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -756997.937500 Penalty: 4357.172363
	Iteration 1F: 3 clusters Score -756997.9 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -757251.937500 Penalty: 4357.172363
	Iteration 2F: 3 clusters Score -757251.9 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -757389.062500 Penalty: 4357.172363
	Iteration 3Q: 3 clusters Score -757389.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -757476.875000 Penalty: 4357.172363
	Iteration 4Q: 3 clusters Score -757476.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -757544.875000 Penalty: 4357.172363
	Iteration 5Q: 3 clusters Score -757544.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -757597.812500 Penalty: 4357.172363
	Iteration 6Q: 3 clusters Score -757597.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -757636.687500 Penalty: 4357.172363
	Iteration 7Q: 3 clusters Score -757636.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -757670.750000 Penalty: 4357.172363
	Iteration 8Q: 3 clusters Score -757670.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -757707.875000 Penalty: 4357.172363
	Iteration 9Q: 3 clusters Score -757707.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -757736.937500 Penalty: 4357.172363
	Iteration 10Q: 3 clusters Score -757736.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -757757.375000 Penalty: 4357.172363
	Iteration 11Q: 3 clusters Score -757757.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -757778.625000 Penalty: 4357.172363
	Iteration 12Q: 3 clusters Score -757778.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -757802.687500 Penalty: 4357.172363
	Iteration 13Q: 3 clusters Score -757802.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -757824.312500 Penalty: 4357.172363
	Iteration 14Q: 3 clusters Score -757824.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -757849.937500 Penalty: 4357.172363
	Iteration 15Q: 3 clusters Score -757849.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -757879.625000 Penalty: 4357.172363
	Iteration 16Q: 3 clusters Score -757879.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -757905.812500 Penalty: 4357.172363
	Iteration 17Q: 3 clusters Score -757905.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -757940.250000 Penalty: 4357.172363
	Iteration 18Q: 3 clusters Score -757940.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -757978.062500 Penalty: 4357.172363
	Iteration 19Q: 3 clusters Score -757978.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -758020.625000 Penalty: 4357.172363
	Iteration 20F: 3 clusters Score -758020.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 4146 members 
Entering Unmasked Estep 
Score: -758055.750000 Penalty: 4357.172363
	Iteration 21Q: 3 clusters Score -758055.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -758092.187500 Penalty: 4357.172363
	Iteration 22Q: 3 clusters Score -758092.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -758133.562500 Penalty: 4357.172363
	Iteration 23Q: 3 clusters Score -758133.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -758179.000000 Penalty: 4357.172363
	Iteration 24Q: 3 clusters Score -758179 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -758219.625000 Penalty: 4357.172363
	Iteration 25Q: 3 clusters Score -758219.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -758258.750000 Penalty: 4357.172363
	Iteration 26Q: 3 clusters Score -758258.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -758303.500000 Penalty: 4357.172363
	Iteration 27Q: 3 clusters Score -758303.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -758349.375000 Penalty: 4357.172363
	Iteration 28Q: 3 clusters Score -758349.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -758402.000000 Penalty: 4357.172363
	Iteration 29Q: 3 clusters Score -758402 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -758458.625000 Penalty: 4357.172363
	Iteration 30Q: 3 clusters Score -758458.6 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -758508.312500 Penalty: 4357.172363
	Iteration 31Q: 3 clusters Score -758508.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -758553.812500 Penalty: 4357.172363
	Iteration 32Q: 3 clusters Score -758553.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -758619.937500 Penalty: 4357.172363
	Iteration 33Q: 3 clusters Score -758619.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -758695.625000 Penalty: 4357.172363
	Iteration 34Q: 3 clusters Score -758695.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -758777.937500 Penalty: 4357.172363
	Iteration 35Q: 3 clusters Score -758777.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -758846.562500 Penalty: 4357.172363
	Iteration 36Q: 3 clusters Score -758846.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -758901.625000 Penalty: 4357.172363
	Iteration 37Q: 3 clusters Score -758901.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -758949.500000 Penalty: 4357.172363
	Iteration 38Q: 3 clusters Score -758949.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -758996.187500 Penalty: 4357.172363
	Iteration 39Q: 3 clusters Score -758996.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -759031.937500 Penalty: 4357.172363
	Iteration 40F: 3 clusters Score -759031.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -759063.687500 Penalty: 4357.172363
	Iteration 41Q: 3 clusters Score -759063.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -759094.875000 Penalty: 4357.172363
	Iteration 42Q: 3 clusters Score -759094.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -759119.750000 Penalty: 4357.172363
	Iteration 43Q: 3 clusters Score -759119.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -759145.375000 Penalty: 4357.172363
	Iteration 44Q: 3 clusters Score -759145.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -759163.062500 Penalty: 4357.172363
	Iteration 45Q: 3 clusters Score -759163.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -759177.500000 Penalty: 4357.172363
	Iteration 46Q: 3 clusters Score -759177.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -759187.562500 Penalty: 4357.172363
	Iteration 47Q: 3 clusters Score -759187.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -759197.250000 Penalty: 4357.172363
	Iteration 48Q: 3 clusters Score -759197.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -759207.250000 Penalty: 4357.172363
	Iteration 49Q: 3 clusters Score -759207.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -759217.250000 Penalty: 4357.172363
	Iteration 50Q: 3 clusters Score -759217.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -759227.125000 Penalty: 4357.172363
	Iteration 51Q: 3 clusters Score -759227.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 5933 members 
Entering Unmasked Estep 
Score: -759235.000000 Penalty: 4357.172363
	Iteration 52Q: 3 clusters Score -759235 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -759240.125000 Penalty: 4357.172363
	Iteration 53Q: 3 clusters Score -759240.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -759246.562500 Penalty: 4357.172363
	Iteration 54Q: 3 clusters Score -759246.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -759260.625000 Penalty: 4357.172363
	Iteration 55Q: 3 clusters Score -759260.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -759272.562500 Penalty: 4357.172363
	Iteration 56Q: 3 clusters Score -759272.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -759282.750000 Penalty: 4357.172363
	Iteration 57Q: 3 clusters Score -759282.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -759287.375000 Penalty: 4357.172363
	Iteration 58Q: 3 clusters Score -759287.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -759293.375000 Penalty: 4357.172363
	Iteration 59Q: 3 clusters Score -759293.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -759295.125000 Penalty: 4357.172363
	Iteration 60F: 3 clusters Score -759295.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -759295.375000 Penalty: 4357.172363
	Iteration 61Q: 3 clusters Score -759295.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -759296.750000 Penalty: 4357.172363
	Iteration 62Q: 3 clusters Score -759296.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -759296.500000 Penalty: 4357.172363
	Iteration 63Q: 3 clusters Score -759296.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -759296.500000 Penalty: 4357.172363
	Iteration 64F: 3 clusters Score -759296.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (80070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80070 members 
Entering Unmasked Estep 
Score: -9178341.000000 Penalty: 2800.082764
	Iteration 0F: 2 clusters Score -9178341 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 40008 members 
Entering Unmasked Estep 
Score: -9124686.000000 Penalty: 5600.165527
	Iteration 0F: 3 clusters Score -9124686 nChanged 37683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 40041 members 
Entering Unmasked Estep 
Score: -9145866.000000 Penalty: 5600.165527
	Iteration 1F: 3 clusters Score -9145866 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 39943 members 
Entering Unmasked Estep 
Score: -9146473.000000 Penalty: 5600.165527
	Iteration 2Q: 3 clusters Score -9146473 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 39790 members 
Entering Unmasked Estep 
Score: -9147040.000000 Penalty: 5600.165527
	Iteration 3Q: 3 clusters Score -9147040 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -9147570.000000 Penalty: 5600.165527
	Iteration 4Q: 3 clusters Score -9147570 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40661 members 
Mstep: Class 2 contains 39409 members 
Entering Unmasked Estep 
Score: -9148294.000000 Penalty: 5600.165527
	Iteration 5Q: 3 clusters Score -9148294 nChanged 2625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40940 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -9149175.000000 Penalty: 5600.165527
	Iteration 6Q: 3 clusters Score -9149175 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41378 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -9150273.000000 Penalty: 5600.165527
	Iteration 7Q: 3 clusters Score -9150273 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41918 members 
Mstep: Class 2 contains 38152 members 
Entering Unmasked Estep 
Score: -9151640.000000 Penalty: 5600.165527
	Iteration 8Q: 3 clusters Score -9151640 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42579 members 
Mstep: Class 2 contains 37491 members 
Entering Unmasked Estep 
Score: -9153579.000000 Penalty: 5600.165527
	Iteration 9Q: 3 clusters Score -9153579 nChanged 4108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43329 members 
Mstep: Class 2 contains 36741 members 
Entering Unmasked Estep 
Score: -9155989.000000 Penalty: 5600.165527
	Iteration 10F: 3 clusters Score -9155989 nChanged 4258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44165 members 
Mstep: Class 2 contains 35905 members 
Entering Unmasked Estep 
Score: -9158361.000000 Penalty: 5600.165527
	Iteration 11F: 3 clusters Score -9158361 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 34976 members 
Entering Unmasked Estep 
Score: -9160353.000000 Penalty: 5600.165527
	Iteration 12Q: 3 clusters Score -9160353 nChanged 3240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -9161531.000000 Penalty: 5600.165527
	Iteration 13Q: 3 clusters Score -9161531 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Mstep: Class 2 contains 32633 members 
Entering Unmasked Estep 
Score: -9162313.000000 Penalty: 5600.165527
	Iteration 14Q: 3 clusters Score -9162313 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48811 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -9162851.000000 Penalty: 5600.165527
	Iteration 15Q: 3 clusters Score -9162851 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50246 members 
Mstep: Class 2 contains 29824 members 
Entering Unmasked Estep 
Score: -9163288.000000 Penalty: 5600.165527
	Iteration 16Q: 3 clusters Score -9163288 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51761 members 
Mstep: Class 2 contains 28309 members 
Entering Unmasked Estep 
Score: -9163762.000000 Penalty: 5600.165527
	Iteration 17Q: 3 clusters Score -9163762 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53365 members 
Mstep: Class 2 contains 26705 members 
Entering Unmasked Estep 
Score: -9164334.000000 Penalty: 5600.165527
	Iteration 18Q: 3 clusters Score -9164334 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54998 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -9164920.000000 Penalty: 5600.165527
	Iteration 19Q: 3 clusters Score -9164920 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56666 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -9165416.000000 Penalty: 5600.165527
	Iteration 20F: 3 clusters Score -9165416 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58419 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -9166017.000000 Penalty: 5600.165527
	Iteration 21Q: 3 clusters Score -9166017 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60157 members 
Mstep: Class 2 contains 19913 members 
Entering Unmasked Estep 
Score: -9166720.000000 Penalty: 5600.165527
	Iteration 22Q: 3 clusters Score -9166720 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61920 members 
Mstep: Class 2 contains 18150 members 
Entering Unmasked Estep 
Score: -9167467.000000 Penalty: 5600.165527
	Iteration 23Q: 3 clusters Score -9167467 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63724 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -9168261.000000 Penalty: 5600.165527
	Iteration 24Q: 3 clusters Score -9168261 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -9169138.000000 Penalty: 5600.165527
	Iteration 25Q: 3 clusters Score -9169138 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -9169953.000000 Penalty: 5600.165527
	Iteration 26Q: 3 clusters Score -9169953 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68746 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -9170765.000000 Penalty: 5600.165527
	Iteration 27Q: 3 clusters Score -9170765 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70223 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -9171717.000000 Penalty: 5600.165527
	Iteration 28Q: 3 clusters Score -9171717 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71530 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -9172444.000000 Penalty: 5600.165527
	Iteration 29Q: 3 clusters Score -9172444 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72669 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -9173145.000000 Penalty: 5600.165527
	Iteration 30Q: 3 clusters Score -9173145 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73631 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -9173723.000000 Penalty: 5600.165527
	Iteration 31Q: 3 clusters Score -9173723 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74471 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -9174240.000000 Penalty: 5600.165527
	Iteration 32Q: 3 clusters Score -9174240 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75165 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -9174638.000000 Penalty: 5600.165527
	Iteration 33Q: 3 clusters Score -9174638 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75731 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -9174959.000000 Penalty: 5600.165527
	Iteration 34Q: 3 clusters Score -9174959 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76174 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -9175169.000000 Penalty: 5600.165527
	Iteration 35Q: 3 clusters Score -9175169 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76515 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -9175311.000000 Penalty: 5600.165527
	Iteration 36Q: 3 clusters Score -9175311 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76811 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -9175448.000000 Penalty: 5600.165527
	Iteration 37Q: 3 clusters Score -9175448 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77028 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -9175540.000000 Penalty: 5600.165527
	Iteration 38Q: 3 clusters Score -9175540 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77196 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -9175605.000000 Penalty: 5600.165527
	Iteration 39Q: 3 clusters Score -9175605 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77338 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -9175649.000000 Penalty: 5600.165527
	Iteration 40F: 3 clusters Score -9175649 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77443 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -9175672.000000 Penalty: 5600.165527
	Iteration 41Q: 3 clusters Score -9175672 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77545 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -9175711.000000 Penalty: 5600.165527
	Iteration 42Q: 3 clusters Score -9175711 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77638 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -9175746.000000 Penalty: 5600.165527
	Iteration 43Q: 3 clusters Score -9175746 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77734 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -9175782.000000 Penalty: 5600.165527
	Iteration 44Q: 3 clusters Score -9175782 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77808 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -9175805.000000 Penalty: 5600.165527
	Iteration 45Q: 3 clusters Score -9175805 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77887 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -9175822.000000 Penalty: 5600.165527
	Iteration 46Q: 3 clusters Score -9175822 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -9175833.000000 Penalty: 5600.165527
	Iteration 47Q: 3 clusters Score -9175833 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78015 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -9175864.000000 Penalty: 5600.165527
	Iteration 48Q: 3 clusters Score -9175864 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78071 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -9175874.000000 Penalty: 5600.165527
	Iteration 49Q: 3 clusters Score -9175874 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78122 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -9175894.000000 Penalty: 5600.165527
	Iteration 50Q: 3 clusters Score -9175894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78164 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -9175894.000000 Penalty: 5600.165527
	Iteration 51Q: 3 clusters Score -9175894 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -9175911.000000 Penalty: 5600.165527
	Iteration 52Q: 3 clusters Score -9175911 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78225 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -9175921.000000 Penalty: 5600.165527
	Iteration 53Q: 3 clusters Score -9175921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78246 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -9175926.000000 Penalty: 5600.165527
	Iteration 54Q: 3 clusters Score -9175926 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78270 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -9175936.000000 Penalty: 5600.165527
	Iteration 55Q: 3 clusters Score -9175936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78289 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -9175947.000000 Penalty: 5600.165527
	Iteration 56Q: 3 clusters Score -9175947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78311 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -9175946.000000 Penalty: 5600.165527
	Iteration 57Q: 3 clusters Score -9175946 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78328 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9175950.000000 Penalty: 5600.165527
	Iteration 58Q: 3 clusters Score -9175950 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78346 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -9175962.000000 Penalty: 5600.165527
	Iteration 59Q: 3 clusters Score -9175962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78361 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -9175973.000000 Penalty: 5600.165527
	Iteration 60F: 3 clusters Score -9175973 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78383 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -9175979.000000 Penalty: 5600.165527
	Iteration 61Q: 3 clusters Score -9175979 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78400 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -9175989.000000 Penalty: 5600.165527
	Iteration 62Q: 3 clusters Score -9175989 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78413 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9175996.000000 Penalty: 5600.165527
	Iteration 63Q: 3 clusters Score -9175996 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78423 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -9176001.000000 Penalty: 5600.165527
	Iteration 64Q: 3 clusters Score -9176001 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78429 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -9175993.000000 Penalty: 5600.165527
	Iteration 65Q: 3 clusters Score -9175993 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78436 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9175996.000000 Penalty: 5600.165527
	Iteration 66Q: 3 clusters Score -9175996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78444 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9176006.000000 Penalty: 5600.165527
	Iteration 67Q: 3 clusters Score -9176006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78450 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -9176002.000000 Penalty: 5600.165527
	Iteration 68Q: 3 clusters Score -9176002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78457 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9176003.000000 Penalty: 5600.165527
	Iteration 69Q: 3 clusters Score -9176003 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78459 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -9176007.000000 Penalty: 5600.165527
	Iteration 70Q: 3 clusters Score -9176007 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78461 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9176012.000000 Penalty: 5600.165527
	Iteration 71Q: 3 clusters Score -9176012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78461 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9176012.000000 Penalty: 5600.165527
	Iteration 72F: 3 clusters Score -9176012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Entering Unmasked Estep 
Score: -1570211.125000 Penalty: 2369.269043
	Iteration 0F: 2 clusters Score -1570211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1559919.750000 Penalty: 4738.538086
	Iteration 0F: 3 clusters Score -1559920 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1563110.625000 Penalty: 4738.538086
	Iteration 1F: 3 clusters Score -1563111 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1563451.875000 Penalty: 4738.538086
	Iteration 2F: 3 clusters Score -1563452 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1563708.125000 Penalty: 4738.538086
	Iteration 3Q: 3 clusters Score -1563708 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1563928.750000 Penalty: 4738.538086
	Iteration 4Q: 3 clusters Score -1563929 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -1564135.375000 Penalty: 4738.538086
	Iteration 5Q: 3 clusters Score -1564135 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1564389.375000 Penalty: 4738.538086
	Iteration 6Q: 3 clusters Score -1564389 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1564681.500000 Penalty: 4738.538086
	Iteration 7Q: 3 clusters Score -1564682 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7905 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1564985.750000 Penalty: 4738.538086
	Iteration 8Q: 3 clusters Score -1564986 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -1565300.250000 Penalty: 4738.538086
	Iteration 9Q: 3 clusters Score -1565300 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1565677.875000 Penalty: 4738.538086
	Iteration 10Q: 3 clusters Score -1565678 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -1566090.500000 Penalty: 4738.538086
	Iteration 11Q: 3 clusters Score -1566090 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1566473.375000 Penalty: 4738.538086
	Iteration 12Q: 3 clusters Score -1566473 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1566860.875000 Penalty: 4738.538086
	Iteration 13Q: 3 clusters Score -1566861 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1567240.750000 Penalty: 4738.538086
	Iteration 14Q: 3 clusters Score -1567241 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1567605.750000 Penalty: 4738.538086
	Iteration 15Q: 3 clusters Score -1567606 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1567940.875000 Penalty: 4738.538086
	Iteration 16Q: 3 clusters Score -1567941 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1568228.125000 Penalty: 4738.538086
	Iteration 17Q: 3 clusters Score -1568228 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -1568404.500000 Penalty: 4738.538086
	Iteration 18Q: 3 clusters Score -1568404 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -1568515.375000 Penalty: 4738.538086
	Iteration 19Q: 3 clusters Score -1568515 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1568596.625000 Penalty: 4738.538086
	Iteration 20F: 3 clusters Score -1568597 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1568657.375000 Penalty: 4738.538086
	Iteration 21Q: 3 clusters Score -1568657 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -1568718.750000 Penalty: 4738.538086
	Iteration 22Q: 3 clusters Score -1568719 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1568760.375000 Penalty: 4738.538086
	Iteration 23Q: 3 clusters Score -1568760 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1568795.750000 Penalty: 4738.538086
	Iteration 24Q: 3 clusters Score -1568796 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -1568830.250000 Penalty: 4738.538086
	Iteration 25Q: 3 clusters Score -1568830 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1568861.250000 Penalty: 4738.538086
	Iteration 26Q: 3 clusters Score -1568861 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1568883.875000 Penalty: 4738.538086
	Iteration 27Q: 3 clusters Score -1568884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -1568902.625000 Penalty: 4738.538086
	Iteration 28Q: 3 clusters Score -1568903 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1568916.625000 Penalty: 4738.538086
	Iteration 29Q: 3 clusters Score -1568917 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1568923.250000 Penalty: 4738.538086
	Iteration 30Q: 3 clusters Score -1568923 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1568933.250000 Penalty: 4738.538086
	Iteration 31Q: 3 clusters Score -1568933 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -1568942.625000 Penalty: 4738.538086
	Iteration 32Q: 3 clusters Score -1568943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1568945.250000 Penalty: 4738.538086
	Iteration 33Q: 3 clusters Score -1568945 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1568955.875000 Penalty: 4738.538086
	Iteration 34Q: 3 clusters Score -1568956 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -1568955.250000 Penalty: 4738.538086
	Iteration 35Q: 3 clusters Score -1568955 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1568957.500000 Penalty: 4738.538086
	Iteration 36Q: 3 clusters Score -1568958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1568959.500000 Penalty: 4738.538086
	Iteration 37Q: 3 clusters Score -1568960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1568962.500000 Penalty: 4738.538086
	Iteration 38Q: 3 clusters Score -1568962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1568964.875000 Penalty: 4738.538086
	Iteration 39Q: 3 clusters Score -1568965 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1568967.125000 Penalty: 4738.538086
	Iteration 40F: 3 clusters Score -1568967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1568968.500000 Penalty: 4738.538086
	Iteration 41Q: 3 clusters Score -1568968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1568970.375000 Penalty: 4738.538086
	Iteration 42Q: 3 clusters Score -1568970 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1568970.000000 Penalty: 4738.538086
	Iteration 43Q: 3 clusters Score -1568970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1568971.625000 Penalty: 4738.538086
	Iteration 44Q: 3 clusters Score -1568972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1568975.125000 Penalty: 4738.538086
	Iteration 45Q: 3 clusters Score -1568975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1568975.625000 Penalty: 4738.538086
	Iteration 46Q: 3 clusters Score -1568976 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1568978.125000 Penalty: 4738.538086
	Iteration 47Q: 3 clusters Score -1568978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8026 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1568971.750000 Penalty: 4738.538086
	Iteration 48Q: 3 clusters Score -1568972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1568974.500000 Penalty: 4738.538086
	Iteration 49Q: 3 clusters Score -1568974 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 6073 members 
Entering Unmasked Estep 
Score: -1568972.500000 Penalty: 4738.538086
	Iteration 50Q: 3 clusters Score -1568972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1568972.375000 Penalty: 4738.538086
	Iteration 51Q: 3 clusters Score -1568972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1568973.750000 Penalty: 4738.538086
	Iteration 52Q: 3 clusters Score -1568974 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1568974.625000 Penalty: 4738.538086
	Iteration 53Q: 3 clusters Score -1568975 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1568973.375000 Penalty: 4738.538086
	Iteration 54Q: 3 clusters Score -1568973 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1568974.500000 Penalty: 4738.538086
	Iteration 55Q: 3 clusters Score -1568974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1568975.875000 Penalty: 4738.538086
	Iteration 56Q: 3 clusters Score -1568976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1568975.000000 Penalty: 4738.538086
	Iteration 57Q: 3 clusters Score -1568975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1568975.000000 Penalty: 4738.538086
	Iteration 58F: 3 clusters Score -1568975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (46395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Entering Unmasked Estep 
Score: -5537277.500000 Penalty: 2664.747070
	Iteration 0F: 2 clusters Score -5537278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23096 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -5505996.500000 Penalty: 5329.494141
	Iteration 0F: 3 clusters Score -5505996 nChanged 21262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -5517430.500000 Penalty: 5329.494141
	Iteration 1F: 3 clusters Score -5517430 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -5517880.000000 Penalty: 5329.494141
	Iteration 2Q: 3 clusters Score -5517880 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -5518383.000000 Penalty: 5329.494141
	Iteration 3Q: 3 clusters Score -5518383 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 25335 members 
Entering Unmasked Estep 
Score: -5518940.000000 Penalty: 5329.494141
	Iteration 4Q: 3 clusters Score -5518940 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 26326 members 
Entering Unmasked Estep 
Score: -5519668.500000 Penalty: 5329.494141
	Iteration 5Q: 3 clusters Score -5519668 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -5520590.500000 Penalty: 5329.494141
	Iteration 6Q: 3 clusters Score -5520590 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16990 members 
Mstep: Class 2 contains 29405 members 
Entering Unmasked Estep 
Score: -5521964.500000 Penalty: 5329.494141
	Iteration 7Q: 3 clusters Score -5521964 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -5523651.500000 Penalty: 5329.494141
	Iteration 8F: 3 clusters Score -5523652 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 33862 members 
Entering Unmasked Estep 
Score: -5525563.000000 Penalty: 5329.494141
	Iteration 9F: 3 clusters Score -5525563 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 36237 members 
Entering Unmasked Estep 
Score: -5527478.500000 Penalty: 5329.494141
	Iteration 10F: 3 clusters Score -5527478 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -5529334.000000 Penalty: 5329.494141
	Iteration 11F: 3 clusters Score -5529334 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 40499 members 
Entering Unmasked Estep 
Score: -5530924.000000 Penalty: 5329.494141
	Iteration 12Q: 3 clusters Score -5530924 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 42099 members 
Entering Unmasked Estep 
Score: -5532195.500000 Penalty: 5329.494141
	Iteration 13Q: 3 clusters Score -5532196 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -5533153.500000 Penalty: 5329.494141
	Iteration 14Q: 3 clusters Score -5533154 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -5533758.000000 Penalty: 5329.494141
	Iteration 15Q: 3 clusters Score -5533758 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -5534222.000000 Penalty: 5329.494141
	Iteration 16Q: 3 clusters Score -5534222 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -5534473.000000 Penalty: 5329.494141
	Iteration 17Q: 3 clusters Score -5534473 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 45238 members 
Entering Unmasked Estep 
Score: -5534660.000000 Penalty: 5329.494141
	Iteration 18Q: 3 clusters Score -5534660 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -5534772.500000 Penalty: 5329.494141
	Iteration 19Q: 3 clusters Score -5534772 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 45494 members 
Entering Unmasked Estep 
Score: -5534834.000000 Penalty: 5329.494141
	Iteration 20F: 3 clusters Score -5534834 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 45547 members 
Entering Unmasked Estep 
Score: -5534886.500000 Penalty: 5329.494141
	Iteration 21Q: 3 clusters Score -5534886 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45589 members 
Entering Unmasked Estep 
Score: -5534917.500000 Penalty: 5329.494141
	Iteration 22Q: 3 clusters Score -5534918 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 45625 members 
Entering Unmasked Estep 
Score: -5534942.000000 Penalty: 5329.494141
	Iteration 23Q: 3 clusters Score -5534942 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 45652 members 
Entering Unmasked Estep 
Score: -5534956.500000 Penalty: 5329.494141
	Iteration 24Q: 3 clusters Score -5534956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 45671 members 
Entering Unmasked Estep 
Score: -5534974.500000 Penalty: 5329.494141
	Iteration 25Q: 3 clusters Score -5534974 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -5534987.000000 Penalty: 5329.494141
	Iteration 26Q: 3 clusters Score -5534987 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -5535006.500000 Penalty: 5329.494141
	Iteration 27Q: 3 clusters Score -5535006 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 45724 members 
Entering Unmasked Estep 
Score: -5535014.500000 Penalty: 5329.494141
	Iteration 28Q: 3 clusters Score -5535014 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 45737 members 
Entering Unmasked Estep 
Score: -5535027.500000 Penalty: 5329.494141
	Iteration 29Q: 3 clusters Score -5535028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -5535032.500000 Penalty: 5329.494141
	Iteration 30Q: 3 clusters Score -5535032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 45740 members 
Entering Unmasked Estep 
Score: -5535034.500000 Penalty: 5329.494141
	Iteration 31Q: 3 clusters Score -5535034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 45742 members 
Entering Unmasked Estep 
Score: -5535035.000000 Penalty: 5329.494141
	Iteration 32Q: 3 clusters Score -5535035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 45745 members 
Entering Unmasked Estep 
Score: -5535037.500000 Penalty: 5329.494141
	Iteration 33Q: 3 clusters Score -5535038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 45749 members 
Entering Unmasked Estep 
Score: -5535042.500000 Penalty: 5329.494141
	Iteration 34Q: 3 clusters Score -5535042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 45755 members 
Entering Unmasked Estep 
Score: -5535046.500000 Penalty: 5329.494141
	Iteration 35Q: 3 clusters Score -5535046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -5535056.000000 Penalty: 5329.494141
	Iteration 36Q: 3 clusters Score -5535056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 45758 members 
Entering Unmasked Estep 
Score: -5535054.000000 Penalty: 5329.494141
	Iteration 37Q: 3 clusters Score -5535054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -5535055.000000 Penalty: 5329.494141
	Iteration 38Q: 3 clusters Score -5535055 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -5535055.000000 Penalty: 5329.494141
	Iteration 39F: 3 clusters Score -5535055 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Entering Unmasked Estep 
Score: -3876156.250000 Penalty: 2592.314209
	Iteration 0F: 2 clusters Score -3876156 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -3852578.750000 Penalty: 5184.628418
	Iteration 0F: 3 clusters Score -3852579 nChanged 15721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 15465 members 
Entering Unmasked Estep 
Score: -3861314.750000 Penalty: 5184.628418
	Iteration 1F: 3 clusters Score -3861315 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20216 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -3862235.000000 Penalty: 5184.628418
	Iteration 2F: 3 clusters Score -3862235 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21621 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3863475.250000 Penalty: 5184.628418
	Iteration 3F: 3 clusters Score -3863475 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23357 members 
Mstep: Class 2 contains 11287 members 
Entering Unmasked Estep 
Score: -3865068.500000 Penalty: 5184.628418
	Iteration 4F: 3 clusters Score -3865068 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25358 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -3867019.500000 Penalty: 5184.628418
	Iteration 5F: 3 clusters Score -3867020 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -3869055.500000 Penalty: 5184.628418
	Iteration 6F: 3 clusters Score -3869056 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29128 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -3870956.750000 Penalty: 5184.628418
	Iteration 7F: 3 clusters Score -3870957 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -3872491.000000 Penalty: 5184.628418
	Iteration 8Q: 3 clusters Score -3872491 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31234 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -3873620.000000 Penalty: 5184.628418
	Iteration 9Q: 3 clusters Score -3873620 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -3874250.750000 Penalty: 5184.628418
	Iteration 10Q: 3 clusters Score -3874251 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31792 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3874504.500000 Penalty: 5184.628418
	Iteration 11Q: 3 clusters Score -3874504 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -3874658.000000 Penalty: 5184.628418
	Iteration 12Q: 3 clusters Score -3874658 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -3874721.750000 Penalty: 5184.628418
	Iteration 13Q: 3 clusters Score -3874722 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -3874757.500000 Penalty: 5184.628418
	Iteration 14Q: 3 clusters Score -3874758 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32012 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -3874771.250000 Penalty: 5184.628418
	Iteration 15Q: 3 clusters Score -3874771 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -3874796.250000 Penalty: 5184.628418
	Iteration 16Q: 3 clusters Score -3874796 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3874805.000000 Penalty: 5184.628418
	Iteration 17Q: 3 clusters Score -3874805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32062 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -3874801.500000 Penalty: 5184.628418
	Iteration 18Q: 3 clusters Score -3874802 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -3874810.250000 Penalty: 5184.628418
	Iteration 19Q: 3 clusters Score -3874810 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -3874811.000000 Penalty: 5184.628418
	Iteration 20F: 3 clusters Score -3874811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32071 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -3874824.000000 Penalty: 5184.628418
	Iteration 21Q: 3 clusters Score -3874824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32069 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -3874825.750000 Penalty: 5184.628418
	Iteration 22Q: 3 clusters Score -3874826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32065 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -3874827.000000 Penalty: 5184.628418
	Iteration 23Q: 3 clusters Score -3874827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -3874827.500000 Penalty: 5184.628418
	Iteration 24Q: 3 clusters Score -3874828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3874827.500000 Penalty: 5184.628418
	Iteration 25Q: 3 clusters Score -3874828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32054 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -3874825.000000 Penalty: 5184.628418
	Iteration 26Q: 3 clusters Score -3874825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3874831.000000 Penalty: 5184.628418
	Iteration 27Q: 3 clusters Score -3874831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32051 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -3874828.250000 Penalty: 5184.628418
	Iteration 28Q: 3 clusters Score -3874828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3874828.250000 Penalty: 5184.628418
	Iteration 29Q: 3 clusters Score -3874828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32046 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -3874823.250000 Penalty: 5184.628418
	Iteration 30Q: 3 clusters Score -3874823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3874828.000000 Penalty: 5184.628418
	Iteration 31Q: 3 clusters Score -3874828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3874828.250000 Penalty: 5184.628418
	Iteration 32Q: 3 clusters Score -3874828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -3874830.500000 Penalty: 5184.628418
	Iteration 33Q: 3 clusters Score -3874830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -3874830.750000 Penalty: 5184.628418
	Iteration 34Q: 3 clusters Score -3874831 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3874825.250000 Penalty: 5184.628418
	Iteration 35Q: 3 clusters Score -3874825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32047 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -3874825.500000 Penalty: 5184.628418
	Iteration 36Q: 3 clusters Score -3874826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3874825.250000 Penalty: 5184.628418
	Iteration 37Q: 3 clusters Score -3874825 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32050 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -3874825.750000 Penalty: 5184.628418
	Iteration 38Q: 3 clusters Score -3874826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3874824.500000 Penalty: 5184.628418
	Iteration 39Q: 3 clusters Score -3874824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32048 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -3874827.000000 Penalty: 5184.628418
	Iteration 40F: 3 clusters Score -3874827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3874827.250000 Penalty: 5184.628418
	Iteration 41Q: 3 clusters Score -3874827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -3874827.250000 Penalty: 5184.628418
	Iteration 42F: 3 clusters Score -3874827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (31391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Entering Unmasked Estep 
Score: -3726868.750000 Penalty: 2567.860596
	Iteration 0F: 2 clusters Score -3726869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -3705416.250000 Penalty: 5135.721191
	Iteration 0F: 3 clusters Score -3705416 nChanged 14157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -3713411.750000 Penalty: 5135.721191
	Iteration 1F: 3 clusters Score -3713412 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -3713879.750000 Penalty: 5135.721191
	Iteration 2Q: 3 clusters Score -3713880 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3714287.500000 Penalty: 5135.721191
	Iteration 3Q: 3 clusters Score -3714288 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15554 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -3714658.250000 Penalty: 5135.721191
	Iteration 4Q: 3 clusters Score -3714658 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3715016.500000 Penalty: 5135.721191
	Iteration 5Q: 3 clusters Score -3715016 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 16030 members 
Entering Unmasked Estep 
Score: -3715411.750000 Penalty: 5135.721191
	Iteration 6Q: 3 clusters Score -3715412 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 16201 members 
Entering Unmasked Estep 
Score: -3715758.500000 Penalty: 5135.721191
	Iteration 7Q: 3 clusters Score -3715758 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 16374 members 
Entering Unmasked Estep 
Score: -3716180.750000 Penalty: 5135.721191
	Iteration 8Q: 3 clusters Score -3716181 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14797 members 
Mstep: Class 2 contains 16594 members 
Entering Unmasked Estep 
Score: -3716687.250000 Penalty: 5135.721191
	Iteration 9Q: 3 clusters Score -3716687 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -3717344.000000 Penalty: 5135.721191
	Iteration 10Q: 3 clusters Score -3717344 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -3718128.000000 Penalty: 5135.721191
	Iteration 11Q: 3 clusters Score -3718128 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -3718977.750000 Penalty: 5135.721191
	Iteration 12Q: 3 clusters Score -3718978 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -3719613.000000 Penalty: 5135.721191
	Iteration 13Q: 3 clusters Score -3719613 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -3720033.500000 Penalty: 5135.721191
	Iteration 14Q: 3 clusters Score -3720034 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13617 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -3720263.000000 Penalty: 5135.721191
	Iteration 15Q: 3 clusters Score -3720263 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3720394.250000 Penalty: 5135.721191
	Iteration 16Q: 3 clusters Score -3720394 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -3720481.750000 Penalty: 5135.721191
	Iteration 17Q: 3 clusters Score -3720482 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 18381 members 
Entering Unmasked Estep 
Score: -3720563.500000 Penalty: 5135.721191
	Iteration 18Q: 3 clusters Score -3720564 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -3720640.500000 Penalty: 5135.721191
	Iteration 19Q: 3 clusters Score -3720640 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 18847 members 
Entering Unmasked Estep 
Score: -3720730.750000 Penalty: 5135.721191
	Iteration 20F: 3 clusters Score -3720731 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 19080 members 
Entering Unmasked Estep 
Score: -3720804.250000 Penalty: 5135.721191
	Iteration 21Q: 3 clusters Score -3720804 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 19309 members 
Entering Unmasked Estep 
Score: -3720871.000000 Penalty: 5135.721191
	Iteration 22Q: 3 clusters Score -3720871 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -3720934.250000 Penalty: 5135.721191
	Iteration 23Q: 3 clusters Score -3720934 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -3720998.500000 Penalty: 5135.721191
	Iteration 24Q: 3 clusters Score -3720998 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 20012 members 
Entering Unmasked Estep 
Score: -3721061.750000 Penalty: 5135.721191
	Iteration 25Q: 3 clusters Score -3721062 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -3721131.750000 Penalty: 5135.721191
	Iteration 26Q: 3 clusters Score -3721132 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -3721207.000000 Penalty: 5135.721191
	Iteration 27Q: 3 clusters Score -3721207 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -3721280.750000 Penalty: 5135.721191
	Iteration 28Q: 3 clusters Score -3721281 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -3721382.250000 Penalty: 5135.721191
	Iteration 29Q: 3 clusters Score -3721382 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 21404 members 
Entering Unmasked Estep 
Score: -3721453.500000 Penalty: 5135.721191
	Iteration 30Q: 3 clusters Score -3721454 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -3721570.500000 Penalty: 5135.721191
	Iteration 31Q: 3 clusters Score -3721570 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -3721651.500000 Penalty: 5135.721191
	Iteration 32Q: 3 clusters Score -3721652 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -3721742.250000 Penalty: 5135.721191
	Iteration 33Q: 3 clusters Score -3721742 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -3721858.250000 Penalty: 5135.721191
	Iteration 34Q: 3 clusters Score -3721858 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 23065 members 
Entering Unmasked Estep 
Score: -3722011.500000 Penalty: 5135.721191
	Iteration 35Q: 3 clusters Score -3722012 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -3722184.750000 Penalty: 5135.721191
	Iteration 36Q: 3 clusters Score -3722185 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -3722359.500000 Penalty: 5135.721191
	Iteration 37Q: 3 clusters Score -3722360 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -3722514.750000 Penalty: 5135.721191
	Iteration 38Q: 3 clusters Score -3722515 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -3722679.750000 Penalty: 5135.721191
	Iteration 39Q: 3 clusters Score -3722680 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 25084 members 
Entering Unmasked Estep 
Score: -3722850.750000 Penalty: 5135.721191
	Iteration 40F: 3 clusters Score -3722851 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 25436 members 
Entering Unmasked Estep 
Score: -3722983.750000 Penalty: 5135.721191
	Iteration 41Q: 3 clusters Score -3722984 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 25742 members 
Entering Unmasked Estep 
Score: -3723103.000000 Penalty: 5135.721191
	Iteration 42Q: 3 clusters Score -3723103 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -3723224.750000 Penalty: 5135.721191
	Iteration 43Q: 3 clusters Score -3723225 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -3723312.500000 Penalty: 5135.721191
	Iteration 44Q: 3 clusters Score -3723312 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 26632 members 
Entering Unmasked Estep 
Score: -3723431.750000 Penalty: 5135.721191
	Iteration 45Q: 3 clusters Score -3723432 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -3723525.000000 Penalty: 5135.721191
	Iteration 46Q: 3 clusters Score -3723525 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 27192 members 
Entering Unmasked Estep 
Score: -3723640.500000 Penalty: 5135.721191
	Iteration 47Q: 3 clusters Score -3723640 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -3723719.000000 Penalty: 5135.721191
	Iteration 48Q: 3 clusters Score -3723719 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -3723778.750000 Penalty: 5135.721191
	Iteration 49Q: 3 clusters Score -3723779 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -3723864.000000 Penalty: 5135.721191
	Iteration 50Q: 3 clusters Score -3723864 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -3723945.750000 Penalty: 5135.721191
	Iteration 51Q: 3 clusters Score -3723946 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -3724025.500000 Penalty: 5135.721191
	Iteration 52Q: 3 clusters Score -3724026 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -3724115.250000 Penalty: 5135.721191
	Iteration 53Q: 3 clusters Score -3724115 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -3724177.500000 Penalty: 5135.721191
	Iteration 54Q: 3 clusters Score -3724178 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -3724244.750000 Penalty: 5135.721191
	Iteration 55Q: 3 clusters Score -3724245 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 28900 members 
Entering Unmasked Estep 
Score: -3724293.250000 Penalty: 5135.721191
	Iteration 56Q: 3 clusters Score -3724293 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 29015 members 
Entering Unmasked Estep 
Score: -3724331.500000 Penalty: 5135.721191
	Iteration 57Q: 3 clusters Score -3724332 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 29115 members 
Entering Unmasked Estep 
Score: -3724355.750000 Penalty: 5135.721191
	Iteration 58Q: 3 clusters Score -3724356 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 29199 members 
Entering Unmasked Estep 
Score: -3724391.500000 Penalty: 5135.721191
	Iteration 59Q: 3 clusters Score -3724392 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 29284 members 
Entering Unmasked Estep 
Score: -3724420.250000 Penalty: 5135.721191
	Iteration 60F: 3 clusters Score -3724420 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -3724432.500000 Penalty: 5135.721191
	Iteration 61Q: 3 clusters Score -3724432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29407 members 
Entering Unmasked Estep 
Score: -3724445.000000 Penalty: 5135.721191
	Iteration 62Q: 3 clusters Score -3724445 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 29459 members 
Entering Unmasked Estep 
Score: -3724468.500000 Penalty: 5135.721191
	Iteration 63Q: 3 clusters Score -3724468 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 29513 members 
Entering Unmasked Estep 
Score: -3724498.250000 Penalty: 5135.721191
	Iteration 64Q: 3 clusters Score -3724498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 29564 members 
Entering Unmasked Estep 
Score: -3724518.000000 Penalty: 5135.721191
	Iteration 65Q: 3 clusters Score -3724518 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 29616 members 
Entering Unmasked Estep 
Score: -3724535.000000 Penalty: 5135.721191
	Iteration 66Q: 3 clusters Score -3724535 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -3724554.000000 Penalty: 5135.721191
	Iteration 67Q: 3 clusters Score -3724554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3724572.250000 Penalty: 5135.721191
	Iteration 68Q: 3 clusters Score -3724572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -3724587.750000 Penalty: 5135.721191
	Iteration 69Q: 3 clusters Score -3724588 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 29786 members 
Entering Unmasked Estep 
Score: -3724595.750000 Penalty: 5135.721191
	Iteration 70Q: 3 clusters Score -3724596 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 29811 members 
Entering Unmasked Estep 
Score: -3724602.750000 Penalty: 5135.721191
	Iteration 71Q: 3 clusters Score -3724603 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -3724608.750000 Penalty: 5135.721191
	Iteration 72Q: 3 clusters Score -3724609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -3724626.250000 Penalty: 5135.721191
	Iteration 73Q: 3 clusters Score -3724626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -3724626.500000 Penalty: 5135.721191
	Iteration 74Q: 3 clusters Score -3724626 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 29883 members 
Entering Unmasked Estep 
Score: -3724634.000000 Penalty: 5135.721191
	Iteration 75Q: 3 clusters Score -3724634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -3724635.250000 Penalty: 5135.721191
	Iteration 76Q: 3 clusters Score -3724635 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -3724642.500000 Penalty: 5135.721191
	Iteration 77Q: 3 clusters Score -3724642 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 29931 members 
Entering Unmasked Estep 
Score: -3724643.500000 Penalty: 5135.721191
	Iteration 78Q: 3 clusters Score -3724644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 29946 members 
Entering Unmasked Estep 
Score: -3724643.750000 Penalty: 5135.721191
	Iteration 79Q: 3 clusters Score -3724644 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -3724648.500000 Penalty: 5135.721191
	Iteration 80F: 3 clusters Score -3724648 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 29965 members 
Entering Unmasked Estep 
Score: -3724645.000000 Penalty: 5135.721191
	Iteration 81Q: 3 clusters Score -3724645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 29978 members 
Entering Unmasked Estep 
Score: -3724650.500000 Penalty: 5135.721191
	Iteration 82Q: 3 clusters Score -3724650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 29991 members 
Entering Unmasked Estep 
Score: -3724654.250000 Penalty: 5135.721191
	Iteration 83Q: 3 clusters Score -3724654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -3724663.500000 Penalty: 5135.721191
	Iteration 84Q: 3 clusters Score -3724664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -3724661.250000 Penalty: 5135.721191
	Iteration 85Q: 3 clusters Score -3724661 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -3724669.500000 Penalty: 5135.721191
	Iteration 86Q: 3 clusters Score -3724670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -3724666.250000 Penalty: 5135.721191
	Iteration 87Q: 3 clusters Score -3724666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -3724670.750000 Penalty: 5135.721191
	Iteration 88Q: 3 clusters Score -3724671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -3724679.000000 Penalty: 5135.721191
	Iteration 89Q: 3 clusters Score -3724679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -3724682.000000 Penalty: 5135.721191
	Iteration 90Q: 3 clusters Score -3724682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -3724682.000000 Penalty: 5135.721191
	Iteration 91Q: 3 clusters Score -3724682 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -3724686.000000 Penalty: 5135.721191
	Iteration 92Q: 3 clusters Score -3724686 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -3724698.250000 Penalty: 5135.721191
	Iteration 93Q: 3 clusters Score -3724698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -3724696.000000 Penalty: 5135.721191
	Iteration 94Q: 3 clusters Score -3724696 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -3724703.250000 Penalty: 5135.721191
	Iteration 95Q: 3 clusters Score -3724703 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3724708.250000 Penalty: 5135.721191
	Iteration 96Q: 3 clusters Score -3724708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -3724710.750000 Penalty: 5135.721191
	Iteration 97Q: 3 clusters Score -3724711 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -3724716.250000 Penalty: 5135.721191
	Iteration 98Q: 3 clusters Score -3724716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -3724714.000000 Penalty: 5135.721191
	Iteration 99Q: 3 clusters Score -3724714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 30170 members 
Entering Unmasked Estep 
Score: -3724714.500000 Penalty: 5135.721191
	Iteration 100F: 3 clusters Score -3724714 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
Score: -3724719.500000 Penalty: 5135.721191
	Iteration 101Q: 3 clusters Score -3724720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 30192 members 
Entering Unmasked Estep 
Score: -3724722.000000 Penalty: 5135.721191
	Iteration 102Q: 3 clusters Score -3724722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 30203 members 
Entering Unmasked Estep 
Score: -3724722.500000 Penalty: 5135.721191
	Iteration 103Q: 3 clusters Score -3724722 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -3724722.750000 Penalty: 5135.721191
	Iteration 104Q: 3 clusters Score -3724723 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 30215 members 
Entering Unmasked Estep 
Score: -3724732.250000 Penalty: 5135.721191
	Iteration 105Q: 3 clusters Score -3724732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 30221 members 
Entering Unmasked Estep 
Score: -3724729.000000 Penalty: 5135.721191
	Iteration 106Q: 3 clusters Score -3724729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -3724725.250000 Penalty: 5135.721191
	Iteration 107Q: 3 clusters Score -3724725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -3724726.750000 Penalty: 5135.721191
	Iteration 108Q: 3 clusters Score -3724727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -3724723.250000 Penalty: 5135.721191
	Iteration 109Q: 3 clusters Score -3724723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 30230 members 
Entering Unmasked Estep 
Score: -3724727.250000 Penalty: 5135.721191
	Iteration 110Q: 3 clusters Score -3724727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -3724726.000000 Penalty: 5135.721191
	Iteration 111Q: 3 clusters Score -3724726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3724727.000000 Penalty: 5135.721191
	Iteration 112Q: 3 clusters Score -3724727 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -3724727.000000 Penalty: 5135.721191
	Iteration 113F: 3 clusters Score -3724727 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Entering Unmasked Estep 
Score: -416166.375000 Penalty: 2035.435791
	Iteration 0F: 2 clusters Score -416166.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -412500.562500 Penalty: 4070.871582
	Iteration 0F: 3 clusters Score -412500.6 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -413310.375000 Penalty: 4070.871582
	Iteration 1F: 3 clusters Score -413310.4 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -413491.968750 Penalty: 4070.871582
	Iteration 2F: 3 clusters Score -413492 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -413608.375000 Penalty: 4070.871582
	Iteration 3Q: 3 clusters Score -413608.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -413675.750000 Penalty: 4070.871582
	Iteration 4Q: 3 clusters Score -413675.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -413735.125000 Penalty: 4070.871582
	Iteration 5Q: 3 clusters Score -413735.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -413788.468750 Penalty: 4070.871582
	Iteration 6Q: 3 clusters Score -413788.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -413839.750000 Penalty: 4070.871582
	Iteration 7Q: 3 clusters Score -413839.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -413897.375000 Penalty: 4070.871582
	Iteration 8Q: 3 clusters Score -413897.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -413946.218750 Penalty: 4070.871582
	Iteration 9Q: 3 clusters Score -413946.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -413992.687500 Penalty: 4070.871582
	Iteration 10Q: 3 clusters Score -413992.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -414045.625000 Penalty: 4070.871582
	Iteration 11Q: 3 clusters Score -414045.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -414098.343750 Penalty: 4070.871582
	Iteration 12Q: 3 clusters Score -414098.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -414145.593750 Penalty: 4070.871582
	Iteration 13Q: 3 clusters Score -414145.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -414181.375000 Penalty: 4070.871582
	Iteration 14Q: 3 clusters Score -414181.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -414213.500000 Penalty: 4070.871582
	Iteration 15Q: 3 clusters Score -414213.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -414232.906250 Penalty: 4070.871582
	Iteration 16Q: 3 clusters Score -414232.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -414248.375000 Penalty: 4070.871582
	Iteration 17Q: 3 clusters Score -414248.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -414259.468750 Penalty: 4070.871582
	Iteration 18Q: 3 clusters Score -414259.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -414268.031250 Penalty: 4070.871582
	Iteration 19Q: 3 clusters Score -414268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -414276.687500 Penalty: 4070.871582
	Iteration 20F: 3 clusters Score -414276.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -414283.812500 Penalty: 4070.871582
	Iteration 21Q: 3 clusters Score -414283.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -414290.437500 Penalty: 4070.871582
	Iteration 22Q: 3 clusters Score -414290.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -414294.531250 Penalty: 4070.871582
	Iteration 23Q: 3 clusters Score -414294.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -414296.531250 Penalty: 4070.871582
	Iteration 24Q: 3 clusters Score -414296.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -414299.906250 Penalty: 4070.871582
	Iteration 25Q: 3 clusters Score -414299.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -414305.625000 Penalty: 4070.871582
	Iteration 26Q: 3 clusters Score -414305.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -414310.656250 Penalty: 4070.871582
	Iteration 27Q: 3 clusters Score -414310.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -414317.718750 Penalty: 4070.871582
	Iteration 28Q: 3 clusters Score -414317.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -414325.875000 Penalty: 4070.871582
	Iteration 29Q: 3 clusters Score -414325.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -414339.062500 Penalty: 4070.871582
	Iteration 30Q: 3 clusters Score -414339.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -414351.468750 Penalty: 4070.871582
	Iteration 31Q: 3 clusters Score -414351.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -414358.437500 Penalty: 4070.871582
	Iteration 32Q: 3 clusters Score -414358.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -414368.250000 Penalty: 4070.871582
	Iteration 33Q: 3 clusters Score -414368.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -414373.437500 Penalty: 4070.871582
	Iteration 34Q: 3 clusters Score -414373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -414376.125000 Penalty: 4070.871582
	Iteration 35Q: 3 clusters Score -414376.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -414380.718750 Penalty: 4070.871582
	Iteration 36Q: 3 clusters Score -414380.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -414381.750000 Penalty: 4070.871582
	Iteration 37Q: 3 clusters Score -414381.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -414383.593750 Penalty: 4070.871582
	Iteration 38Q: 3 clusters Score -414383.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -414385.343750 Penalty: 4070.871582
	Iteration 39Q: 3 clusters Score -414385.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -414388.531250 Penalty: 4070.871582
	Iteration 40F: 3 clusters Score -414388.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -414390.312500 Penalty: 4070.871582
	Iteration 41Q: 3 clusters Score -414390.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -414392.000000 Penalty: 4070.871582
	Iteration 42Q: 3 clusters Score -414392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -414394.156250 Penalty: 4070.871582
	Iteration 43Q: 3 clusters Score -414394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -414396.562500 Penalty: 4070.871582
	Iteration 44Q: 3 clusters Score -414396.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -414399.500000 Penalty: 4070.871582
	Iteration 45Q: 3 clusters Score -414399.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -414402.250000 Penalty: 4070.871582
	Iteration 46Q: 3 clusters Score -414402.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -414404.718750 Penalty: 4070.871582
	Iteration 47Q: 3 clusters Score -414404.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -414410.593750 Penalty: 4070.871582
	Iteration 48Q: 3 clusters Score -414410.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -414412.156250 Penalty: 4070.871582
	Iteration 49Q: 3 clusters Score -414412.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -414413.281250 Penalty: 4070.871582
	Iteration 50Q: 3 clusters Score -414413.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -414414.250000 Penalty: 4070.871582
	Iteration 51Q: 3 clusters Score -414414.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -414416.000000 Penalty: 4070.871582
	Iteration 52Q: 3 clusters Score -414416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -414415.750000 Penalty: 4070.871582
	Iteration 53Q: 3 clusters Score -414415.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -414415.750000 Penalty: 4070.871582
	Iteration 54F: 3 clusters Score -414415.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8711 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Entering Unmasked Estep 
Score: -867148.250000 Penalty: 2249.940918
	Iteration 0F: 2 clusters Score -867148.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -860358.875000 Penalty: 4499.881836
	Iteration 0F: 3 clusters Score -860358.9 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -862430.750000 Penalty: 4499.881836
	Iteration 1F: 3 clusters Score -862430.8 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -862892.750000 Penalty: 4499.881836
	Iteration 2F: 3 clusters Score -862892.8 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -863257.500000 Penalty: 4499.881836
	Iteration 3F: 3 clusters Score -863257.5 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -863578.312500 Penalty: 4499.881836
	Iteration 4F: 3 clusters Score -863578.3 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -863929.375000 Penalty: 4499.881836
	Iteration 5F: 3 clusters Score -863929.4 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -864277.312500 Penalty: 4499.881836
	Iteration 6F: 3 clusters Score -864277.3 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -864553.125000 Penalty: 4499.881836
	Iteration 7Q: 3 clusters Score -864553.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -864756.125000 Penalty: 4499.881836
	Iteration 8Q: 3 clusters Score -864756.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -864926.625000 Penalty: 4499.881836
	Iteration 9Q: 3 clusters Score -864926.6 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -865092.375000 Penalty: 4499.881836
	Iteration 10Q: 3 clusters Score -865092.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -865252.375000 Penalty: 4499.881836
	Iteration 11Q: 3 clusters Score -865252.4 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -865394.437500 Penalty: 4499.881836
	Iteration 12Q: 3 clusters Score -865394.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -865523.875000 Penalty: 4499.881836
	Iteration 13Q: 3 clusters Score -865523.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -865610.625000 Penalty: 4499.881836
	Iteration 14Q: 3 clusters Score -865610.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -865694.687500 Penalty: 4499.881836
	Iteration 15Q: 3 clusters Score -865694.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -865762.687500 Penalty: 4499.881836
	Iteration 16Q: 3 clusters Score -865762.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -865811.250000 Penalty: 4499.881836
	Iteration 17Q: 3 clusters Score -865811.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -865839.937500 Penalty: 4499.881836
	Iteration 18Q: 3 clusters Score -865839.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -865863.937500 Penalty: 4499.881836
	Iteration 19Q: 3 clusters Score -865863.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -865881.187500 Penalty: 4499.881836
	Iteration 20F: 3 clusters Score -865881.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -865896.187500 Penalty: 4499.881836
	Iteration 21Q: 3 clusters Score -865896.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -865909.250000 Penalty: 4499.881836
	Iteration 22Q: 3 clusters Score -865909.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -865929.375000 Penalty: 4499.881836
	Iteration 23Q: 3 clusters Score -865929.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -865942.500000 Penalty: 4499.881836
	Iteration 24Q: 3 clusters Score -865942.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -865951.687500 Penalty: 4499.881836
	Iteration 25Q: 3 clusters Score -865951.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -865963.750000 Penalty: 4499.881836
	Iteration 26Q: 3 clusters Score -865963.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -865967.875000 Penalty: 4499.881836
	Iteration 27Q: 3 clusters Score -865967.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -865977.000000 Penalty: 4499.881836
	Iteration 28Q: 3 clusters Score -865977 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -865982.375000 Penalty: 4499.881836
	Iteration 29Q: 3 clusters Score -865982.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -865996.312500 Penalty: 4499.881836
	Iteration 30Q: 3 clusters Score -865996.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -866007.312500 Penalty: 4499.881836
	Iteration 31Q: 3 clusters Score -866007.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -866013.312500 Penalty: 4499.881836
	Iteration 32Q: 3 clusters Score -866013.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -866016.687500 Penalty: 4499.881836
	Iteration 33Q: 3 clusters Score -866016.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -866020.812500 Penalty: 4499.881836
	Iteration 34Q: 3 clusters Score -866020.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -866026.250000 Penalty: 4499.881836
	Iteration 35Q: 3 clusters Score -866026.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -866032.250000 Penalty: 4499.881836
	Iteration 36Q: 3 clusters Score -866032.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -866038.062500 Penalty: 4499.881836
	Iteration 37Q: 3 clusters Score -866038.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -866039.812500 Penalty: 4499.881836
	Iteration 38Q: 3 clusters Score -866039.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -866039.500000 Penalty: 4499.881836
	Iteration 39Q: 3 clusters Score -866039.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -866040.812500 Penalty: 4499.881836
	Iteration 40F: 3 clusters Score -866040.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -866041.875000 Penalty: 4499.881836
	Iteration 41Q: 3 clusters Score -866041.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -866042.937500 Penalty: 4499.881836
	Iteration 42Q: 3 clusters Score -866042.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -866046.687500 Penalty: 4499.881836
	Iteration 43Q: 3 clusters Score -866046.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -866048.312500 Penalty: 4499.881836
	Iteration 44Q: 3 clusters Score -866048.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -866046.875000 Penalty: 4499.881836
	Iteration 45Q: 3 clusters Score -866046.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -866046.625000 Penalty: 4499.881836
	Iteration 46Q: 3 clusters Score -866046.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -866045.250000 Penalty: 4499.881836
	Iteration 47Q: 3 clusters Score -866045.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -866050.062500 Penalty: 4499.881836
	Iteration 48Q: 3 clusters Score -866050.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -866050.562500 Penalty: 4499.881836
	Iteration 49Q: 3 clusters Score -866050.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -866051.125000 Penalty: 4499.881836
	Iteration 50Q: 3 clusters Score -866051.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -866051.375000 Penalty: 4499.881836
	Iteration 51Q: 3 clusters Score -866051.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -866052.062500 Penalty: 4499.881836
	Iteration 52Q: 3 clusters Score -866052.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -866052.937500 Penalty: 4499.881836
	Iteration 53Q: 3 clusters Score -866052.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -866052.937500 Penalty: 4499.881836
	Iteration 54F: 3 clusters Score -866052.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Entering Unmasked Estep 
Score: -1370905.375000 Penalty: 2318.069580
	Iteration 0F: 2 clusters Score -1370905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -1362285.750000 Penalty: 4636.139160
	Iteration 0F: 3 clusters Score -1362286 nChanged 4801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1364832.750000 Penalty: 4636.139160
	Iteration 1F: 3 clusters Score -1364833 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1365239.000000 Penalty: 4636.139160
	Iteration 2F: 3 clusters Score -1365239 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -1365581.500000 Penalty: 4636.139160
	Iteration 3F: 3 clusters Score -1365582 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1365899.750000 Penalty: 4636.139160
	Iteration 4F: 3 clusters Score -1365900 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1366163.125000 Penalty: 4636.139160
	Iteration 5Q: 3 clusters Score -1366163 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 6739 members 
Entering Unmasked Estep 
Score: -1366426.250000 Penalty: 4636.139160
	Iteration 6Q: 3 clusters Score -1366426 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1366701.250000 Penalty: 4636.139160
	Iteration 7Q: 3 clusters Score -1366701 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1366955.875000 Penalty: 4636.139160
	Iteration 8Q: 3 clusters Score -1366956 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1367207.250000 Penalty: 4636.139160
	Iteration 9Q: 3 clusters Score -1367207 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 7452 members 
Entering Unmasked Estep 
Score: -1367502.875000 Penalty: 4636.139160
	Iteration 10Q: 3 clusters Score -1367503 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -1367823.500000 Penalty: 4636.139160
	Iteration 11Q: 3 clusters Score -1367824 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 7572 members 
Entering Unmasked Estep 
Score: -1368119.250000 Penalty: 4636.139160
	Iteration 12Q: 3 clusters Score -1368119 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1368411.500000 Penalty: 4636.139160
	Iteration 13Q: 3 clusters Score -1368412 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 7573 members 
Entering Unmasked Estep 
Score: -1368692.750000 Penalty: 4636.139160
	Iteration 14Q: 3 clusters Score -1368693 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -1368909.125000 Penalty: 4636.139160
	Iteration 15Q: 3 clusters Score -1368909 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1369051.125000 Penalty: 4636.139160
	Iteration 16Q: 3 clusters Score -1369051 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -1369132.250000 Penalty: 4636.139160
	Iteration 17Q: 3 clusters Score -1369132 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1369183.875000 Penalty: 4636.139160
	Iteration 18Q: 3 clusters Score -1369184 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -1369209.875000 Penalty: 4636.139160
	Iteration 19Q: 3 clusters Score -1369210 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1369225.000000 Penalty: 4636.139160
	Iteration 20F: 3 clusters Score -1369225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -1369242.750000 Penalty: 4636.139160
	Iteration 21Q: 3 clusters Score -1369243 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1369247.875000 Penalty: 4636.139160
	Iteration 22Q: 3 clusters Score -1369248 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1369254.875000 Penalty: 4636.139160
	Iteration 23Q: 3 clusters Score -1369255 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -1369268.125000 Penalty: 4636.139160
	Iteration 24Q: 3 clusters Score -1369268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1369273.375000 Penalty: 4636.139160
	Iteration 25Q: 3 clusters Score -1369273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1369275.250000 Penalty: 4636.139160
	Iteration 26Q: 3 clusters Score -1369275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1369277.250000 Penalty: 4636.139160
	Iteration 27Q: 3 clusters Score -1369277 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -1369279.125000 Penalty: 4636.139160
	Iteration 28Q: 3 clusters Score -1369279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -1369278.125000 Penalty: 4636.139160
	Iteration 29Q: 3 clusters Score -1369278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1369280.500000 Penalty: 4636.139160
	Iteration 30Q: 3 clusters Score -1369280 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -1369282.125000 Penalty: 4636.139160
	Iteration 31Q: 3 clusters Score -1369282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1369283.000000 Penalty: 4636.139160
	Iteration 32Q: 3 clusters Score -1369283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1369282.875000 Penalty: 4636.139160
	Iteration 33Q: 3 clusters Score -1369283 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1369284.875000 Penalty: 4636.139160
	Iteration 34Q: 3 clusters Score -1369285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1369286.125000 Penalty: 4636.139160
	Iteration 35Q: 3 clusters Score -1369286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1369287.875000 Penalty: 4636.139160
	Iteration 36Q: 3 clusters Score -1369288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -1369290.000000 Penalty: 4636.139160
	Iteration 37Q: 3 clusters Score -1369290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -1369290.125000 Penalty: 4636.139160
	Iteration 38Q: 3 clusters Score -1369290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1369287.125000 Penalty: 4636.139160
	Iteration 39Q: 3 clusters Score -1369287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -1369286.500000 Penalty: 4636.139160
	Iteration 40F: 3 clusters Score -1369286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1369287.125000 Penalty: 4636.139160
	Iteration 41Q: 3 clusters Score -1369287 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1369287.125000 Penalty: 4636.139160
	Iteration 42F: 3 clusters Score -1369287 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (63334 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63334 members 
Entering Unmasked Estep 
Score: -7554306.000000 Penalty: 2741.931885
	Iteration 0F: 2 clusters Score -7554306 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 31450 members 
Entering Unmasked Estep 
Score: -7511723.000000 Penalty: 5483.863770
	Iteration 0F: 3 clusters Score -7511723 nChanged 29540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34206 members 
Mstep: Class 2 contains 29128 members 
Entering Unmasked Estep 
Score: -7528444.000000 Penalty: 5483.863770
	Iteration 1F: 3 clusters Score -7528444 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 27763 members 
Entering Unmasked Estep 
Score: -7529422.000000 Penalty: 5483.863770
	Iteration 2Q: 3 clusters Score -7529422 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37642 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -7530764.500000 Penalty: 5483.863770
	Iteration 3Q: 3 clusters Score -7530764 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -7533059.000000 Penalty: 5483.863770
	Iteration 4F: 3 clusters Score -7533059 nChanged 4710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -7536814.000000 Penalty: 5483.863770
	Iteration 5F: 3 clusters Score -7536814 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48934 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -7541605.500000 Penalty: 5483.863770
	Iteration 6F: 3 clusters Score -7541606 nChanged 4325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52507 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -7545701.000000 Penalty: 5483.863770
	Iteration 7F: 3 clusters Score -7545701 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -7548269.500000 Penalty: 5483.863770
	Iteration 8Q: 3 clusters Score -7548270 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -7549728.000000 Penalty: 5483.863770
	Iteration 9Q: 3 clusters Score -7549728 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56959 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -7550528.000000 Penalty: 5483.863770
	Iteration 10Q: 3 clusters Score -7550528 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57625 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -7551070.500000 Penalty: 5483.863770
	Iteration 11Q: 3 clusters Score -7551070 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58114 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -7551276.500000 Penalty: 5483.863770
	Iteration 12Q: 3 clusters Score -7551276 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58506 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -7551471.000000 Penalty: 5483.863770
	Iteration 13Q: 3 clusters Score -7551471 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58821 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -7551613.500000 Penalty: 5483.863770
	Iteration 14Q: 3 clusters Score -7551614 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -7551744.000000 Penalty: 5483.863770
	Iteration 15Q: 3 clusters Score -7551744 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59274 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -7551806.500000 Penalty: 5483.863770
	Iteration 16Q: 3 clusters Score -7551806 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59448 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -7551853.000000 Penalty: 5483.863770
	Iteration 17Q: 3 clusters Score -7551853 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59584 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -7551865.500000 Penalty: 5483.863770
	Iteration 18Q: 3 clusters Score -7551866 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59693 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -7551896.000000 Penalty: 5483.863770
	Iteration 19Q: 3 clusters Score -7551896 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59784 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -7551914.000000 Penalty: 5483.863770
	Iteration 20F: 3 clusters Score -7551914 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59861 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -7551930.500000 Penalty: 5483.863770
	Iteration 21Q: 3 clusters Score -7551930 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -7551920.000000 Penalty: 5483.863770
	Iteration 22Q: 3 clusters Score -7551920 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59992 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -7551928.000000 Penalty: 5483.863770
	Iteration 23Q: 3 clusters Score -7551928 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60053 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -7551939.000000 Penalty: 5483.863770
	Iteration 24Q: 3 clusters Score -7551939 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60120 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -7551963.000000 Penalty: 5483.863770
	Iteration 25Q: 3 clusters Score -7551963 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60172 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -7551966.500000 Penalty: 5483.863770
	Iteration 26Q: 3 clusters Score -7551966 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60219 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -7551978.000000 Penalty: 5483.863770
	Iteration 27Q: 3 clusters Score -7551978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7551993.500000 Penalty: 5483.863770
	Iteration 28Q: 3 clusters Score -7551994 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60325 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -7552010.500000 Penalty: 5483.863770
	Iteration 29Q: 3 clusters Score -7552010 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60385 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -7552010.500000 Penalty: 5483.863770
	Iteration 30Q: 3 clusters Score -7552010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60435 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -7552010.000000 Penalty: 5483.863770
	Iteration 31Q: 3 clusters Score -7552010 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60476 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -7552037.500000 Penalty: 5483.863770
	Iteration 32Q: 3 clusters Score -7552038 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60522 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -7552056.000000 Penalty: 5483.863770
	Iteration 33Q: 3 clusters Score -7552056 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60567 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -7552068.000000 Penalty: 5483.863770
	Iteration 34Q: 3 clusters Score -7552068 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60602 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -7552097.500000 Penalty: 5483.863770
	Iteration 35Q: 3 clusters Score -7552098 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60644 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -7552092.000000 Penalty: 5483.863770
	Iteration 36Q: 3 clusters Score -7552092 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60691 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -7552079.500000 Penalty: 5483.863770
	Iteration 37Q: 3 clusters Score -7552080 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60725 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -7552097.500000 Penalty: 5483.863770
	Iteration 38Q: 3 clusters Score -7552098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60752 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -7552108.000000 Penalty: 5483.863770
	Iteration 39Q: 3 clusters Score -7552108 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60783 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -7552103.500000 Penalty: 5483.863770
	Iteration 40F: 3 clusters Score -7552104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60813 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -7552115.500000 Penalty: 5483.863770
	Iteration 41Q: 3 clusters Score -7552116 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60848 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -7552128.000000 Penalty: 5483.863770
	Iteration 42Q: 3 clusters Score -7552128 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60878 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -7552136.000000 Penalty: 5483.863770
	Iteration 43Q: 3 clusters Score -7552136 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60911 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -7552154.000000 Penalty: 5483.863770
	Iteration 44Q: 3 clusters Score -7552154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60939 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -7552156.000000 Penalty: 5483.863770
	Iteration 45Q: 3 clusters Score -7552156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60973 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -7552166.000000 Penalty: 5483.863770
	Iteration 46Q: 3 clusters Score -7552166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61008 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -7552180.000000 Penalty: 5483.863770
	Iteration 47Q: 3 clusters Score -7552180 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61053 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -7552200.500000 Penalty: 5483.863770
	Iteration 48Q: 3 clusters Score -7552200 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61099 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -7552226.000000 Penalty: 5483.863770
	Iteration 49Q: 3 clusters Score -7552226 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61150 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7552245.000000 Penalty: 5483.863770
	Iteration 50Q: 3 clusters Score -7552245 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61193 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -7552268.000000 Penalty: 5483.863770
	Iteration 51Q: 3 clusters Score -7552268 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61226 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -7552285.000000 Penalty: 5483.863770
	Iteration 52Q: 3 clusters Score -7552285 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61254 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7552291.500000 Penalty: 5483.863770
	Iteration 53Q: 3 clusters Score -7552292 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61288 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -7552291.500000 Penalty: 5483.863770
	Iteration 54Q: 3 clusters Score -7552292 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61310 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -7552301.000000 Penalty: 5483.863770
	Iteration 55Q: 3 clusters Score -7552301 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61324 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -7552303.000000 Penalty: 5483.863770
	Iteration 56Q: 3 clusters Score -7552303 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61340 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -7552304.000000 Penalty: 5483.863770
	Iteration 57Q: 3 clusters Score -7552304 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7552306.000000 Penalty: 5483.863770
	Iteration 58Q: 3 clusters Score -7552306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61363 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7552317.000000 Penalty: 5483.863770
	Iteration 59Q: 3 clusters Score -7552317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61375 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7552316.000000 Penalty: 5483.863770
	Iteration 60F: 3 clusters Score -7552316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61384 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -7552322.500000 Penalty: 5483.863770
	Iteration 61Q: 3 clusters Score -7552322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61392 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -7552318.000000 Penalty: 5483.863770
	Iteration 62Q: 3 clusters Score -7552318 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61402 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7552332.000000 Penalty: 5483.863770
	Iteration 63Q: 3 clusters Score -7552332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7552338.000000 Penalty: 5483.863770
	Iteration 64Q: 3 clusters Score -7552338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61407 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -7552337.500000 Penalty: 5483.863770
	Iteration 65Q: 3 clusters Score -7552338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61409 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -7552340.500000 Penalty: 5483.863770
	Iteration 66Q: 3 clusters Score -7552340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61411 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -7552342.500000 Penalty: 5483.863770
	Iteration 67Q: 3 clusters Score -7552342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61412 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -7552342.500000 Penalty: 5483.863770
	Iteration 68Q: 3 clusters Score -7552342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61414 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -7552341.500000 Penalty: 5483.863770
	Iteration 69Q: 3 clusters Score -7552342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61420 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -7552339.500000 Penalty: 5483.863770
	Iteration 70Q: 3 clusters Score -7552340 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7552341.500000 Penalty: 5483.863770
	Iteration 71Q: 3 clusters Score -7552342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61423 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -7552337.000000 Penalty: 5483.863770
	Iteration 72Q: 3 clusters Score -7552337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7552339.500000 Penalty: 5483.863770
	Iteration 73Q: 3 clusters Score -7552340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61428 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -7552339.500000 Penalty: 5483.863770
	Iteration 74Q: 3 clusters Score -7552340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7552342.500000 Penalty: 5483.863770
	Iteration 75Q: 3 clusters Score -7552342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61440 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7552337.000000 Penalty: 5483.863770
	Iteration 76Q: 3 clusters Score -7552337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61449 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -7552341.000000 Penalty: 5483.863770
	Iteration 77Q: 3 clusters Score -7552341 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61453 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -7552336.000000 Penalty: 5483.863770
	Iteration 78Q: 3 clusters Score -7552336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61456 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -7552338.500000 Penalty: 5483.863770
	Iteration 79Q: 3 clusters Score -7552338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61463 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -7552336.000000 Penalty: 5483.863770
	Iteration 80F: 3 clusters Score -7552336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -7552347.000000 Penalty: 5483.863770
	Iteration 81Q: 3 clusters Score -7552347 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61469 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -7552345.000000 Penalty: 5483.863770
	Iteration 82Q: 3 clusters Score -7552345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61472 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7552349.500000 Penalty: 5483.863770
	Iteration 83Q: 3 clusters Score -7552350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61474 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7552355.500000 Penalty: 5483.863770
	Iteration 84Q: 3 clusters Score -7552356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7552347.500000 Penalty: 5483.863770
	Iteration 85Q: 3 clusters Score -7552348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7552347.000000 Penalty: 5483.863770
	Iteration 86Q: 3 clusters Score -7552347 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61477 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7552347.000000 Penalty: 5483.863770
	Iteration 87F: 3 clusters Score -7552347 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Entering Unmasked Estep 
Score: -1081538.250000 Penalty: 2327.825439
	Iteration 0F: 2 clusters Score -1081538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1072702.875000 Penalty: 4655.650879
	Iteration 0F: 3 clusters Score -1072703 nChanged 5016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5905 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -1075538.000000 Penalty: 4655.650879
	Iteration 1F: 3 clusters Score -1075538 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1076005.750000 Penalty: 4655.650879
	Iteration 2F: 3 clusters Score -1076006 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1076402.125000 Penalty: 4655.650879
	Iteration 3F: 3 clusters Score -1076402 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1076834.625000 Penalty: 4655.650879
	Iteration 4F: 3 clusters Score -1076835 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -1077343.375000 Penalty: 4655.650879
	Iteration 5F: 3 clusters Score -1077343 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1077878.250000 Penalty: 4655.650879
	Iteration 6F: 3 clusters Score -1077878 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1078349.375000 Penalty: 4655.650879
	Iteration 7F: 3 clusters Score -1078349 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1078721.875000 Penalty: 4655.650879
	Iteration 8Q: 3 clusters Score -1078722 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1079027.500000 Penalty: 4655.650879
	Iteration 9Q: 3 clusters Score -1079028 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1079245.375000 Penalty: 4655.650879
	Iteration 10Q: 3 clusters Score -1079245 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1079413.500000 Penalty: 4655.650879
	Iteration 11Q: 3 clusters Score -1079414 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -1079527.125000 Penalty: 4655.650879
	Iteration 12Q: 3 clusters Score -1079527 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1079624.625000 Penalty: 4655.650879
	Iteration 13Q: 3 clusters Score -1079625 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1079700.500000 Penalty: 4655.650879
	Iteration 14Q: 3 clusters Score -1079700 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1079782.625000 Penalty: 4655.650879
	Iteration 15Q: 3 clusters Score -1079783 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -1079842.750000 Penalty: 4655.650879
	Iteration 16Q: 3 clusters Score -1079843 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1079886.750000 Penalty: 4655.650879
	Iteration 17Q: 3 clusters Score -1079887 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -1079919.625000 Penalty: 4655.650879
	Iteration 18Q: 3 clusters Score -1079920 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1079946.125000 Penalty: 4655.650879
	Iteration 19Q: 3 clusters Score -1079946 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -1079977.250000 Penalty: 4655.650879
	Iteration 20F: 3 clusters Score -1079977 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1079999.125000 Penalty: 4655.650879
	Iteration 21Q: 3 clusters Score -1079999 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1080021.750000 Penalty: 4655.650879
	Iteration 22Q: 3 clusters Score -1080022 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1080031.375000 Penalty: 4655.650879
	Iteration 23Q: 3 clusters Score -1080031 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1080041.750000 Penalty: 4655.650879
	Iteration 24Q: 3 clusters Score -1080042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1080058.375000 Penalty: 4655.650879
	Iteration 25Q: 3 clusters Score -1080058 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1080065.125000 Penalty: 4655.650879
	Iteration 26Q: 3 clusters Score -1080065 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1080073.125000 Penalty: 4655.650879
	Iteration 27Q: 3 clusters Score -1080073 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1080079.125000 Penalty: 4655.650879
	Iteration 28Q: 3 clusters Score -1080079 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -1080088.500000 Penalty: 4655.650879
	Iteration 29Q: 3 clusters Score -1080088 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1080094.000000 Penalty: 4655.650879
	Iteration 30Q: 3 clusters Score -1080094 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -1080103.500000 Penalty: 4655.650879
	Iteration 31Q: 3 clusters Score -1080104 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1080111.375000 Penalty: 4655.650879
	Iteration 32Q: 3 clusters Score -1080111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1080119.125000 Penalty: 4655.650879
	Iteration 33Q: 3 clusters Score -1080119 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -1080124.000000 Penalty: 4655.650879
	Iteration 34Q: 3 clusters Score -1080124 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1080128.125000 Penalty: 4655.650879
	Iteration 35Q: 3 clusters Score -1080128 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7030 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1080126.750000 Penalty: 4655.650879
	Iteration 36Q: 3 clusters Score -1080127 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1080131.000000 Penalty: 4655.650879
	Iteration 37Q: 3 clusters Score -1080131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1080133.875000 Penalty: 4655.650879
	Iteration 38Q: 3 clusters Score -1080134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -1080135.625000 Penalty: 4655.650879
	Iteration 39Q: 3 clusters Score -1080136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1080136.875000 Penalty: 4655.650879
	Iteration 40F: 3 clusters Score -1080137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -1080138.375000 Penalty: 4655.650879
	Iteration 41Q: 3 clusters Score -1080138 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1080140.375000 Penalty: 4655.650879
	Iteration 42Q: 3 clusters Score -1080140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1080140.625000 Penalty: 4655.650879
	Iteration 43Q: 3 clusters Score -1080141 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1080142.875000 Penalty: 4655.650879
	Iteration 44Q: 3 clusters Score -1080143 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -1080146.250000 Penalty: 4655.650879
	Iteration 45Q: 3 clusters Score -1080146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1080146.625000 Penalty: 4655.650879
	Iteration 46Q: 3 clusters Score -1080147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1080148.625000 Penalty: 4655.650879
	Iteration 47Q: 3 clusters Score -1080149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1080149.625000 Penalty: 4655.650879
	Iteration 48Q: 3 clusters Score -1080150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1080147.750000 Penalty: 4655.650879
	Iteration 49Q: 3 clusters Score -1080148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -1080148.500000 Penalty: 4655.650879
	Iteration 50Q: 3 clusters Score -1080148 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1080148.375000 Penalty: 4655.650879
	Iteration 51Q: 3 clusters Score -1080148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1080150.875000 Penalty: 4655.650879
	Iteration 52Q: 3 clusters Score -1080151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1080154.000000 Penalty: 4655.650879
	Iteration 53Q: 3 clusters Score -1080154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1080153.625000 Penalty: 4655.650879
	Iteration 54Q: 3 clusters Score -1080154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1080156.750000 Penalty: 4655.650879
	Iteration 55Q: 3 clusters Score -1080157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1080160.625000 Penalty: 4655.650879
	Iteration 56Q: 3 clusters Score -1080161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1080161.500000 Penalty: 4655.650879
	Iteration 57Q: 3 clusters Score -1080162 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -1080166.375000 Penalty: 4655.650879
	Iteration 58Q: 3 clusters Score -1080166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1080168.125000 Penalty: 4655.650879
	Iteration 59Q: 3 clusters Score -1080168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1080167.375000 Penalty: 4655.650879
	Iteration 60F: 3 clusters Score -1080167 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -1080168.125000 Penalty: 4655.650879
	Iteration 61Q: 3 clusters Score -1080168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -1080170.500000 Penalty: 4655.650879
	Iteration 62Q: 3 clusters Score -1080170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1080170.000000 Penalty: 4655.650879
	Iteration 63Q: 3 clusters Score -1080170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1080170.375000 Penalty: 4655.650879
	Iteration 64Q: 3 clusters Score -1080170 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1080171.625000 Penalty: 4655.650879
	Iteration 65Q: 3 clusters Score -1080172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -1080172.750000 Penalty: 4655.650879
	Iteration 66Q: 3 clusters Score -1080173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1080173.750000 Penalty: 4655.650879
	Iteration 67Q: 3 clusters Score -1080174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1080174.625000 Penalty: 4655.650879
	Iteration 68Q: 3 clusters Score -1080175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1080177.625000 Penalty: 4655.650879
	Iteration 69Q: 3 clusters Score -1080178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1080184.750000 Penalty: 4655.650879
	Iteration 70Q: 3 clusters Score -1080185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1080191.000000 Penalty: 4655.650879
	Iteration 71Q: 3 clusters Score -1080191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1080192.875000 Penalty: 4655.650879
	Iteration 72Q: 3 clusters Score -1080193 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -1080204.250000 Penalty: 4655.650879
	Iteration 73Q: 3 clusters Score -1080204 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1080211.375000 Penalty: 4655.650879
	Iteration 74Q: 3 clusters Score -1080211 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1080214.625000 Penalty: 4655.650879
	Iteration 75Q: 3 clusters Score -1080215 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1080226.000000 Penalty: 4655.650879
	Iteration 76Q: 3 clusters Score -1080226 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1080237.500000 Penalty: 4655.650879
	Iteration 77Q: 3 clusters Score -1080238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1080247.000000 Penalty: 4655.650879
	Iteration 78Q: 3 clusters Score -1080247 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1080255.125000 Penalty: 4655.650879
	Iteration 79Q: 3 clusters Score -1080255 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1080264.500000 Penalty: 4655.650879
	Iteration 80F: 3 clusters Score -1080264 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -1080271.250000 Penalty: 4655.650879
	Iteration 81Q: 3 clusters Score -1080271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1080276.500000 Penalty: 4655.650879
	Iteration 82Q: 3 clusters Score -1080276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1080283.375000 Penalty: 4655.650879
	Iteration 83Q: 3 clusters Score -1080283 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1080281.000000 Penalty: 4655.650879
	Iteration 84Q: 3 clusters Score -1080281 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1080288.000000 Penalty: 4655.650879
	Iteration 85Q: 3 clusters Score -1080288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1080289.375000 Penalty: 4655.650879
	Iteration 86Q: 3 clusters Score -1080289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7780 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1080293.375000 Penalty: 4655.650879
	Iteration 87Q: 3 clusters Score -1080293 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1080295.375000 Penalty: 4655.650879
	Iteration 88Q: 3 clusters Score -1080295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1080297.000000 Penalty: 4655.650879
	Iteration 89Q: 3 clusters Score -1080297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1080299.250000 Penalty: 4655.650879
	Iteration 90Q: 3 clusters Score -1080299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1080301.000000 Penalty: 4655.650879
	Iteration 91Q: 3 clusters Score -1080301 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1080303.750000 Penalty: 4655.650879
	Iteration 92Q: 3 clusters Score -1080304 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1080308.250000 Penalty: 4655.650879
	Iteration 93Q: 3 clusters Score -1080308 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1080312.375000 Penalty: 4655.650879
	Iteration 94Q: 3 clusters Score -1080312 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1080311.875000 Penalty: 4655.650879
	Iteration 95Q: 3 clusters Score -1080312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1080317.125000 Penalty: 4655.650879
	Iteration 96Q: 3 clusters Score -1080317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1080315.875000 Penalty: 4655.650879
	Iteration 97Q: 3 clusters Score -1080316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1080318.750000 Penalty: 4655.650879
	Iteration 98Q: 3 clusters Score -1080319 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1080319.875000 Penalty: 4655.650879
	Iteration 99Q: 3 clusters Score -1080320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1080322.250000 Penalty: 4655.650879
	Iteration 100F: 3 clusters Score -1080322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1080323.000000 Penalty: 4655.650879
	Iteration 101Q: 3 clusters Score -1080323 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1080323.750000 Penalty: 4655.650879
	Iteration 102Q: 3 clusters Score -1080324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1080327.000000 Penalty: 4655.650879
	Iteration 103Q: 3 clusters Score -1080327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -1080323.500000 Penalty: 4655.650879
	Iteration 104Q: 3 clusters Score -1080324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -1080326.750000 Penalty: 4655.650879
	Iteration 105Q: 3 clusters Score -1080327 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -1080329.750000 Penalty: 4655.650879
	Iteration 106Q: 3 clusters Score -1080330 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -1080332.500000 Penalty: 4655.650879
	Iteration 107Q: 3 clusters Score -1080332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1080330.750000 Penalty: 4655.650879
	Iteration 108Q: 3 clusters Score -1080331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1080331.375000 Penalty: 4655.650879
	Iteration 109Q: 3 clusters Score -1080331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -1080330.000000 Penalty: 4655.650879
	Iteration 110Q: 3 clusters Score -1080330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1080331.125000 Penalty: 4655.650879
	Iteration 111Q: 3 clusters Score -1080331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1080331.125000 Penalty: 4655.650879
	Iteration 112Q: 3 clusters Score -1080331 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1080333.375000 Penalty: 4655.650879
	Iteration 113Q: 3 clusters Score -1080333 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1080333.000000 Penalty: 4655.650879
	Iteration 114Q: 3 clusters Score -1080333 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1080333.125000 Penalty: 4655.650879
	Iteration 115Q: 3 clusters Score -1080333 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8029 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1080333.125000 Penalty: 4655.650879
	Iteration 116F: 3 clusters Score -1080333 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19062 members 
Entering Unmasked Estep 
Score: -2140461.500000 Penalty: 2444.152344
	Iteration 0F: 2 clusters Score -2140462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2126949.000000 Penalty: 4888.304688
	Iteration 0F: 3 clusters Score -2126949 nChanged 8407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2131590.250000 Penalty: 4888.304688
	Iteration 1F: 3 clusters Score -2131590 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2132159.750000 Penalty: 4888.304688
	Iteration 2F: 3 clusters Score -2132160 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -2132689.000000 Penalty: 4888.304688
	Iteration 3F: 3 clusters Score -2132689 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 10188 members 
Entering Unmasked Estep 
Score: -2133231.000000 Penalty: 4888.304688
	Iteration 4F: 3 clusters Score -2133231 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2133814.250000 Penalty: 4888.304688
	Iteration 5F: 3 clusters Score -2133814 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 10819 members 
Entering Unmasked Estep 
Score: -2134411.250000 Penalty: 4888.304688
	Iteration 6F: 3 clusters Score -2134411 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2135013.250000 Penalty: 4888.304688
	Iteration 7F: 3 clusters Score -2135013 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2135567.250000 Penalty: 4888.304688
	Iteration 8Q: 3 clusters Score -2135567 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 11956 members 
Entering Unmasked Estep 
Score: -2136046.750000 Penalty: 4888.304688
	Iteration 9Q: 3 clusters Score -2136047 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2136421.750000 Penalty: 4888.304688
	Iteration 10Q: 3 clusters Score -2136422 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -2136698.500000 Penalty: 4888.304688
	Iteration 11Q: 3 clusters Score -2136698 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2136883.250000 Penalty: 4888.304688
	Iteration 12Q: 3 clusters Score -2136883 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2137006.750000 Penalty: 4888.304688
	Iteration 13Q: 3 clusters Score -2137007 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -2137111.500000 Penalty: 4888.304688
	Iteration 14Q: 3 clusters Score -2137112 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2137177.000000 Penalty: 4888.304688
	Iteration 15Q: 3 clusters Score -2137177 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -2137244.000000 Penalty: 4888.304688
	Iteration 16Q: 3 clusters Score -2137244 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -2137293.000000 Penalty: 4888.304688
	Iteration 17Q: 3 clusters Score -2137293 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2137331.250000 Penalty: 4888.304688
	Iteration 18Q: 3 clusters Score -2137331 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -2137360.750000 Penalty: 4888.304688
	Iteration 19Q: 3 clusters Score -2137361 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2137395.000000 Penalty: 4888.304688
	Iteration 20F: 3 clusters Score -2137395 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -2137435.000000 Penalty: 4888.304688
	Iteration 21Q: 3 clusters Score -2137435 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2137459.250000 Penalty: 4888.304688
	Iteration 22Q: 3 clusters Score -2137459 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -2137486.250000 Penalty: 4888.304688
	Iteration 23Q: 3 clusters Score -2137486 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2137504.250000 Penalty: 4888.304688
	Iteration 24Q: 3 clusters Score -2137504 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2137512.750000 Penalty: 4888.304688
	Iteration 25Q: 3 clusters Score -2137513 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -2137530.000000 Penalty: 4888.304688
	Iteration 26Q: 3 clusters Score -2137530 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -2137551.000000 Penalty: 4888.304688
	Iteration 27Q: 3 clusters Score -2137551 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 14542 members 
Entering Unmasked Estep 
Score: -2137574.000000 Penalty: 4888.304688
	Iteration 28Q: 3 clusters Score -2137574 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2137597.500000 Penalty: 4888.304688
	Iteration 29Q: 3 clusters Score -2137598 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -2137613.500000 Penalty: 4888.304688
	Iteration 30Q: 3 clusters Score -2137614 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -2137637.250000 Penalty: 4888.304688
	Iteration 31Q: 3 clusters Score -2137637 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 14866 members 
Entering Unmasked Estep 
Score: -2137664.000000 Penalty: 4888.304688
	Iteration 32Q: 3 clusters Score -2137664 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2137687.750000 Penalty: 4888.304688
	Iteration 33Q: 3 clusters Score -2137688 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -2137719.000000 Penalty: 4888.304688
	Iteration 34Q: 3 clusters Score -2137719 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 15124 members 
Entering Unmasked Estep 
Score: -2137740.250000 Penalty: 4888.304688
	Iteration 35Q: 3 clusters Score -2137740 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -2137771.500000 Penalty: 4888.304688
	Iteration 36Q: 3 clusters Score -2137772 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2137791.000000 Penalty: 4888.304688
	Iteration 37Q: 3 clusters Score -2137791 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -2137803.500000 Penalty: 4888.304688
	Iteration 38Q: 3 clusters Score -2137804 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -2137831.500000 Penalty: 4888.304688
	Iteration 39Q: 3 clusters Score -2137832 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 15527 members 
Entering Unmasked Estep 
Score: -2137850.750000 Penalty: 4888.304688
	Iteration 40F: 3 clusters Score -2137851 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -2137865.000000 Penalty: 4888.304688
	Iteration 41Q: 3 clusters Score -2137865 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -2137878.250000 Penalty: 4888.304688
	Iteration 42Q: 3 clusters Score -2137878 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2137898.000000 Penalty: 4888.304688
	Iteration 43Q: 3 clusters Score -2137898 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2137905.000000 Penalty: 4888.304688
	Iteration 44Q: 3 clusters Score -2137905 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2137912.250000 Penalty: 4888.304688
	Iteration 45Q: 3 clusters Score -2137912 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -2137915.500000 Penalty: 4888.304688
	Iteration 46Q: 3 clusters Score -2137916 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2137920.500000 Penalty: 4888.304688
	Iteration 47Q: 3 clusters Score -2137920 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2137929.000000 Penalty: 4888.304688
	Iteration 48Q: 3 clusters Score -2137929 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 15915 members 
Entering Unmasked Estep 
Score: -2137931.000000 Penalty: 4888.304688
	Iteration 49Q: 3 clusters Score -2137931 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2137932.000000 Penalty: 4888.304688
	Iteration 50Q: 3 clusters Score -2137932 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -2137932.250000 Penalty: 4888.304688
	Iteration 51Q: 3 clusters Score -2137932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -2137939.750000 Penalty: 4888.304688
	Iteration 52Q: 3 clusters Score -2137940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 16024 members 
Entering Unmasked Estep 
Score: -2137945.500000 Penalty: 4888.304688
	Iteration 53Q: 3 clusters Score -2137946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3010 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -2137949.500000 Penalty: 4888.304688
	Iteration 54Q: 3 clusters Score -2137950 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2137958.000000 Penalty: 4888.304688
	Iteration 55Q: 3 clusters Score -2137958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -2137957.750000 Penalty: 4888.304688
	Iteration 56Q: 3 clusters Score -2137958 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2137967.500000 Penalty: 4888.304688
	Iteration 57Q: 3 clusters Score -2137968 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2137968.500000 Penalty: 4888.304688
	Iteration 58Q: 3 clusters Score -2137968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2137975.750000 Penalty: 4888.304688
	Iteration 59Q: 3 clusters Score -2137976 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2137985.000000 Penalty: 4888.304688
	Iteration 60F: 3 clusters Score -2137985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -2137993.500000 Penalty: 4888.304688
	Iteration 61Q: 3 clusters Score -2137994 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 16272 members 
Entering Unmasked Estep 
Score: -2137998.000000 Penalty: 4888.304688
	Iteration 62Q: 3 clusters Score -2137998 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -2138004.250000 Penalty: 4888.304688
	Iteration 63Q: 3 clusters Score -2138004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -2138016.500000 Penalty: 4888.304688
	Iteration 64Q: 3 clusters Score -2138016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 16404 members 
Entering Unmasked Estep 
Score: -2138029.250000 Penalty: 4888.304688
	Iteration 65Q: 3 clusters Score -2138029 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -2138034.000000 Penalty: 4888.304688
	Iteration 66Q: 3 clusters Score -2138034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -2138044.250000 Penalty: 4888.304688
	Iteration 67Q: 3 clusters Score -2138044 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -2138051.000000 Penalty: 4888.304688
	Iteration 68Q: 3 clusters Score -2138051 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2138053.250000 Penalty: 4888.304688
	Iteration 69Q: 3 clusters Score -2138053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -2138063.500000 Penalty: 4888.304688
	Iteration 70Q: 3 clusters Score -2138064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -2138064.750000 Penalty: 4888.304688
	Iteration 71Q: 3 clusters Score -2138065 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -2138070.750000 Penalty: 4888.304688
	Iteration 72Q: 3 clusters Score -2138071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 16631 members 
Entering Unmasked Estep 
Score: -2138075.750000 Penalty: 4888.304688
	Iteration 73Q: 3 clusters Score -2138076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -2138077.750000 Penalty: 4888.304688
	Iteration 74Q: 3 clusters Score -2138078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -2138079.250000 Penalty: 4888.304688
	Iteration 75Q: 3 clusters Score -2138079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -2138083.000000 Penalty: 4888.304688
	Iteration 76Q: 3 clusters Score -2138083 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -2138086.000000 Penalty: 4888.304688
	Iteration 77Q: 3 clusters Score -2138086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -2138082.750000 Penalty: 4888.304688
	Iteration 78Q: 3 clusters Score -2138083 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 16698 members 
Entering Unmasked Estep 
Score: -2138084.250000 Penalty: 4888.304688
	Iteration 79Q: 3 clusters Score -2138084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2138084.250000 Penalty: 4888.304688
	Iteration 80F: 3 clusters Score -2138084 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -2138092.500000 Penalty: 4888.304688
	Iteration 81Q: 3 clusters Score -2138092 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -2138095.750000 Penalty: 4888.304688
	Iteration 82Q: 3 clusters Score -2138096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2138103.500000 Penalty: 4888.304688
	Iteration 83Q: 3 clusters Score -2138104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2138105.750000 Penalty: 4888.304688
	Iteration 84Q: 3 clusters Score -2138106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -2138102.750000 Penalty: 4888.304688
	Iteration 85Q: 3 clusters Score -2138103 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -2138106.250000 Penalty: 4888.304688
	Iteration 86Q: 3 clusters Score -2138106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2138105.750000 Penalty: 4888.304688
	Iteration 87Q: 3 clusters Score -2138106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -2138106.500000 Penalty: 4888.304688
	Iteration 88Q: 3 clusters Score -2138106 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2138108.750000 Penalty: 4888.304688
	Iteration 89Q: 3 clusters Score -2138109 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2138111.000000 Penalty: 4888.304688
	Iteration 90Q: 3 clusters Score -2138111 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2138111.250000 Penalty: 4888.304688
	Iteration 91Q: 3 clusters Score -2138111 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 16868 members 
Entering Unmasked Estep 
Score: -2138117.250000 Penalty: 4888.304688
	Iteration 92Q: 3 clusters Score -2138117 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2138125.250000 Penalty: 4888.304688
	Iteration 93Q: 3 clusters Score -2138125 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2138127.000000 Penalty: 4888.304688
	Iteration 94Q: 3 clusters Score -2138127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -2138131.000000 Penalty: 4888.304688
	Iteration 95Q: 3 clusters Score -2138131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16916 members 
Entering Unmasked Estep 
Score: -2138133.000000 Penalty: 4888.304688
	Iteration 96Q: 3 clusters Score -2138133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -2138136.250000 Penalty: 4888.304688
	Iteration 97Q: 3 clusters Score -2138136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2138135.000000 Penalty: 4888.304688
	Iteration 98Q: 3 clusters Score -2138135 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 16951 members 
Entering Unmasked Estep 
Score: -2138138.750000 Penalty: 4888.304688
	Iteration 99Q: 3 clusters Score -2138139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -2138137.750000 Penalty: 4888.304688
	Iteration 100F: 3 clusters Score -2138138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2138140.500000 Penalty: 4888.304688
	Iteration 101Q: 3 clusters Score -2138140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2138146.000000 Penalty: 4888.304688
	Iteration 102Q: 3 clusters Score -2138146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -2138150.250000 Penalty: 4888.304688
	Iteration 103Q: 3 clusters Score -2138150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2138146.000000 Penalty: 4888.304688
	Iteration 104Q: 3 clusters Score -2138146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -2138148.000000 Penalty: 4888.304688
	Iteration 105Q: 3 clusters Score -2138148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2138145.500000 Penalty: 4888.304688
	Iteration 106Q: 3 clusters Score -2138146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -2138146.250000 Penalty: 4888.304688
	Iteration 107Q: 3 clusters Score -2138146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2138145.500000 Penalty: 4888.304688
	Iteration 108Q: 3 clusters Score -2138146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -2138146.500000 Penalty: 4888.304688
	Iteration 109Q: 3 clusters Score -2138146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2138149.000000 Penalty: 4888.304688
	Iteration 110Q: 3 clusters Score -2138149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2138147.500000 Penalty: 4888.304688
	Iteration 111Q: 3 clusters Score -2138148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 17010 members 
Entering Unmasked Estep 
Score: -2138147.500000 Penalty: 4888.304688
	Iteration 112Q: 3 clusters Score -2138148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 17015 members 
Entering Unmasked Estep 
Score: -2138149.500000 Penalty: 4888.304688
	Iteration 113Q: 3 clusters Score -2138150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2138151.750000 Penalty: 4888.304688
	Iteration 114Q: 3 clusters Score -2138152 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -2138154.250000 Penalty: 4888.304688
	Iteration 115Q: 3 clusters Score -2138154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2138151.500000 Penalty: 4888.304688
	Iteration 116Q: 3 clusters Score -2138152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2138155.000000 Penalty: 4888.304688
	Iteration 117Q: 3 clusters Score -2138155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2138159.500000 Penalty: 4888.304688
	Iteration 118Q: 3 clusters Score -2138160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2138158.500000 Penalty: 4888.304688
	Iteration 119Q: 3 clusters Score -2138158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2138164.250000 Penalty: 4888.304688
	Iteration 120F: 3 clusters Score -2138164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2138162.250000 Penalty: 4888.304688
	Iteration 121Q: 3 clusters Score -2138162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -2138163.000000 Penalty: 4888.304688
	Iteration 122Q: 3 clusters Score -2138163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2138162.000000 Penalty: 4888.304688
	Iteration 123Q: 3 clusters Score -2138162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -2138163.500000 Penalty: 4888.304688
	Iteration 124Q: 3 clusters Score -2138164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2138166.000000 Penalty: 4888.304688
	Iteration 125Q: 3 clusters Score -2138166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2138166.000000 Penalty: 4888.304688
	Iteration 126Q: 3 clusters Score -2138166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2138167.500000 Penalty: 4888.304688
	Iteration 127Q: 3 clusters Score -2138168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -2138172.750000 Penalty: 4888.304688
	Iteration 128Q: 3 clusters Score -2138173 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -2138178.000000 Penalty: 4888.304688
	Iteration 129Q: 3 clusters Score -2138178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -2138179.500000 Penalty: 4888.304688
	Iteration 130Q: 3 clusters Score -2138180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2138181.250000 Penalty: 4888.304688
	Iteration 131Q: 3 clusters Score -2138181 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 17175 members 
Entering Unmasked Estep 
Score: -2138181.250000 Penalty: 4888.304688
	Iteration 132Q: 3 clusters Score -2138181 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -2138182.750000 Penalty: 4888.304688
	Iteration 133Q: 3 clusters Score -2138183 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2138181.250000 Penalty: 4888.304688
	Iteration 134Q: 3 clusters Score -2138181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -2138187.000000 Penalty: 4888.304688
	Iteration 135Q: 3 clusters Score -2138187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2138189.250000 Penalty: 4888.304688
	Iteration 136Q: 3 clusters Score -2138189 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 17212 members 
Entering Unmasked Estep 
Score: -2138184.750000 Penalty: 4888.304688
	Iteration 137Q: 3 clusters Score -2138185 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 17220 members 
Entering Unmasked Estep 
Score: -2138189.750000 Penalty: 4888.304688
	Iteration 138Q: 3 clusters Score -2138190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -2138191.750000 Penalty: 4888.304688
	Iteration 139Q: 3 clusters Score -2138192 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -2138198.000000 Penalty: 4888.304688
	Iteration 140F: 3 clusters Score -2138198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 17255 members 
Entering Unmasked Estep 
Score: -2138198.250000 Penalty: 4888.304688
	Iteration 141Q: 3 clusters Score -2138198 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17268 members 
Entering Unmasked Estep 
Score: -2138198.500000 Penalty: 4888.304688
	Iteration 142Q: 3 clusters Score -2138198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -2138203.250000 Penalty: 4888.304688
	Iteration 143Q: 3 clusters Score -2138203 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2138206.000000 Penalty: 4888.304688
	Iteration 144Q: 3 clusters Score -2138206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2138207.250000 Penalty: 4888.304688
	Iteration 145Q: 3 clusters Score -2138207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -2138213.500000 Penalty: 4888.304688
	Iteration 146Q: 3 clusters Score -2138214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2138211.250000 Penalty: 4888.304688
	Iteration 147Q: 3 clusters Score -2138211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2138213.750000 Penalty: 4888.304688
	Iteration 148Q: 3 clusters Score -2138214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2138217.750000 Penalty: 4888.304688
	Iteration 149Q: 3 clusters Score -2138218 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2138217.500000 Penalty: 4888.304688
	Iteration 150Q: 3 clusters Score -2138218 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -2138215.000000 Penalty: 4888.304688
	Iteration 151Q: 3 clusters Score -2138215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -2138221.750000 Penalty: 4888.304688
	Iteration 152Q: 3 clusters Score -2138222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -2138225.000000 Penalty: 4888.304688
	Iteration 153Q: 3 clusters Score -2138225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 17390 members 
Entering Unmasked Estep 
Score: -2138229.000000 Penalty: 4888.304688
	Iteration 154Q: 3 clusters Score -2138229 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2138232.000000 Penalty: 4888.304688
	Iteration 155Q: 3 clusters Score -2138232 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -2138229.000000 Penalty: 4888.304688
	Iteration 156Q: 3 clusters Score -2138229 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -2138231.750000 Penalty: 4888.304688
	Iteration 157Q: 3 clusters Score -2138232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2138234.000000 Penalty: 4888.304688
	Iteration 158Q: 3 clusters Score -2138234 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -2138235.750000 Penalty: 4888.304688
	Iteration 159Q: 3 clusters Score -2138236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2138245.000000 Penalty: 4888.304688
	Iteration 160F: 3 clusters Score -2138245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2138253.500000 Penalty: 4888.304688
	Iteration 161Q: 3 clusters Score -2138254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2138258.500000 Penalty: 4888.304688
	Iteration 162Q: 3 clusters Score -2138258 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -2138270.250000 Penalty: 4888.304688
	Iteration 163Q: 3 clusters Score -2138270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2138275.750000 Penalty: 4888.304688
	Iteration 164Q: 3 clusters Score -2138276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2138278.750000 Penalty: 4888.304688
	Iteration 165Q: 3 clusters Score -2138279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2138282.750000 Penalty: 4888.304688
	Iteration 166Q: 3 clusters Score -2138283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2138284.750000 Penalty: 4888.304688
	Iteration 167Q: 3 clusters Score -2138285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2138286.750000 Penalty: 4888.304688
	Iteration 168Q: 3 clusters Score -2138287 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2138290.000000 Penalty: 4888.304688
	Iteration 169Q: 3 clusters Score -2138290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -2138291.250000 Penalty: 4888.304688
	Iteration 170Q: 3 clusters Score -2138291 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2138296.500000 Penalty: 4888.304688
	Iteration 171Q: 3 clusters Score -2138296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2138301.500000 Penalty: 4888.304688
	Iteration 172Q: 3 clusters Score -2138302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 17643 members 
Entering Unmasked Estep 
Score: -2138297.500000 Penalty: 4888.304688
	Iteration 173Q: 3 clusters Score -2138298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -2138303.500000 Penalty: 4888.304688
	Iteration 174Q: 3 clusters Score -2138304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -2138305.250000 Penalty: 4888.304688
	Iteration 175Q: 3 clusters Score -2138305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 17664 members 
Entering Unmasked Estep 
Score: -2138306.000000 Penalty: 4888.304688
	Iteration 176Q: 3 clusters Score -2138306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2138308.250000 Penalty: 4888.304688
	Iteration 177Q: 3 clusters Score -2138308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -2138308.250000 Penalty: 4888.304688
	Iteration 178Q: 3 clusters Score -2138308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2138309.000000 Penalty: 4888.304688
	Iteration 179Q: 3 clusters Score -2138309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -2138311.000000 Penalty: 4888.304688
	Iteration 180F: 3 clusters Score -2138311 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2138307.500000 Penalty: 4888.304688
	Iteration 181Q: 3 clusters Score -2138308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -2138314.000000 Penalty: 4888.304688
	Iteration 182Q: 3 clusters Score -2138314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2138315.500000 Penalty: 4888.304688
	Iteration 183Q: 3 clusters Score -2138316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -2138315.500000 Penalty: 4888.304688
	Iteration 184Q: 3 clusters Score -2138316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -2138316.000000 Penalty: 4888.304688
	Iteration 185Q: 3 clusters Score -2138316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2138314.500000 Penalty: 4888.304688
	Iteration 186Q: 3 clusters Score -2138314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -2138321.250000 Penalty: 4888.304688
	Iteration 187Q: 3 clusters Score -2138321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -2138326.750000 Penalty: 4888.304688
	Iteration 188Q: 3 clusters Score -2138327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2138325.250000 Penalty: 4888.304688
	Iteration 189Q: 3 clusters Score -2138325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 17726 members 
Entering Unmasked Estep 
Score: -2138327.250000 Penalty: 4888.304688
	Iteration 190Q: 3 clusters Score -2138327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -2138327.250000 Penalty: 4888.304688
	Iteration 191Q: 3 clusters Score -2138327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2138328.500000 Penalty: 4888.304688
	Iteration 192Q: 3 clusters Score -2138328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -2138328.500000 Penalty: 4888.304688
	Iteration 193F: 3 clusters Score -2138328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (158884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158884 members 
Entering Unmasked Estep 
Score: -18727230.000000 Penalty: 2970.030518
	Iteration 0F: 2 clusters Score -1.872723e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79430 members 
Mstep: Class 2 contains 79454 members 
Entering Unmasked Estep 
Score: -18620816.000000 Penalty: 5940.061035
	Iteration 0F: 3 clusters Score -1.862082e+07 nChanged 76038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79568 members 
Mstep: Class 2 contains 79316 members 
Entering Unmasked Estep 
Score: -18664780.000000 Penalty: 5940.061035
	Iteration 1F: 3 clusters Score -1.866478e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79721 members 
Mstep: Class 2 contains 79163 members 
Entering Unmasked Estep 
Score: -18665726.000000 Penalty: 5940.061035
	Iteration 2Q: 3 clusters Score -1.866573e+07 nChanged 4626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80077 members 
Mstep: Class 2 contains 78807 members 
Entering Unmasked Estep 
Score: -18666874.000000 Penalty: 5940.061035
	Iteration 3Q: 3 clusters Score -1.866687e+07 nChanged 4856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80553 members 
Mstep: Class 2 contains 78331 members 
Entering Unmasked Estep 
Score: -18668064.000000 Penalty: 5940.061035
	Iteration 4Q: 3 clusters Score -1.866806e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81170 members 
Mstep: Class 2 contains 77714 members 
Entering Unmasked Estep 
Score: -18669486.000000 Penalty: 5940.061035
	Iteration 5Q: 3 clusters Score -1.866949e+07 nChanged 5670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81836 members 
Mstep: Class 2 contains 77048 members 
Entering Unmasked Estep 
Score: -18671118.000000 Penalty: 5940.061035
	Iteration 6Q: 3 clusters Score -1.867112e+07 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82633 members 
Mstep: Class 2 contains 76251 members 
Entering Unmasked Estep 
Score: -18673366.000000 Penalty: 5940.061035
	Iteration 7Q: 3 clusters Score -1.867337e+07 nChanged 6806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83461 members 
Mstep: Class 2 contains 75423 members 
Entering Unmasked Estep 
Score: -18676442.000000 Penalty: 5940.061035
	Iteration 8Q: 3 clusters Score -1.867644e+07 nChanged 7706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84075 members 
Mstep: Class 2 contains 74809 members 
Entering Unmasked Estep 
Score: -18680384.000000 Penalty: 5940.061035
	Iteration 9Q: 3 clusters Score -1.868038e+07 nChanged 8530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84391 members 
Mstep: Class 2 contains 74493 members 
Entering Unmasked Estep 
Score: -18685616.000000 Penalty: 5940.061035
	Iteration 10F: 3 clusters Score -1.868562e+07 nChanged 9352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84481 members 
Mstep: Class 2 contains 74403 members 
Entering Unmasked Estep 
Score: -18692248.000000 Penalty: 5940.061035
	Iteration 11F: 3 clusters Score -1.869225e+07 nChanged 9441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84224 members 
Mstep: Class 2 contains 74660 members 
Entering Unmasked Estep 
Score: -18698402.000000 Penalty: 5940.061035
	Iteration 12F: 3 clusters Score -1.86984e+07 nChanged 7691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84055 members 
Mstep: Class 2 contains 74829 members 
Entering Unmasked Estep 
Score: -18702356.000000 Penalty: 5940.061035
	Iteration 13Q: 3 clusters Score -1.870236e+07 nChanged 5247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83898 members 
Mstep: Class 2 contains 74986 members 
Entering Unmasked Estep 
Score: -18704156.000000 Penalty: 5940.061035
	Iteration 14Q: 3 clusters Score -1.870416e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83730 members 
Mstep: Class 2 contains 75154 members 
Entering Unmasked Estep 
Score: -18705136.000000 Penalty: 5940.061035
	Iteration 15Q: 3 clusters Score -1.870514e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83569 members 
Mstep: Class 2 contains 75315 members 
Entering Unmasked Estep 
Score: -18705836.000000 Penalty: 5940.061035
	Iteration 16Q: 3 clusters Score -1.870584e+07 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83326 members 
Mstep: Class 2 contains 75558 members 
Entering Unmasked Estep 
Score: -18706836.000000 Penalty: 5940.061035
	Iteration 17Q: 3 clusters Score -1.870684e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82941 members 
Mstep: Class 2 contains 75943 members 
Entering Unmasked Estep 
Score: -18707854.000000 Penalty: 5940.061035
	Iteration 18Q: 3 clusters Score -1.870785e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82353 members 
Mstep: Class 2 contains 76531 members 
Entering Unmasked Estep 
Score: -18708838.000000 Penalty: 5940.061035
	Iteration 19Q: 3 clusters Score -1.870884e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81598 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -18710066.000000 Penalty: 5940.061035
	Iteration 20F: 3 clusters Score -1.871007e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80805 members 
Mstep: Class 2 contains 78079 members 
Entering Unmasked Estep 
Score: -18711206.000000 Penalty: 5940.061035
	Iteration 21Q: 3 clusters Score -1.871121e+07 nChanged 2643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79968 members 
Mstep: Class 2 contains 78916 members 
Entering Unmasked Estep 
Score: -18712148.000000 Penalty: 5940.061035
	Iteration 22Q: 3 clusters Score -1.871215e+07 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79160 members 
Mstep: Class 2 contains 79724 members 
Entering Unmasked Estep 
Score: -18712862.000000 Penalty: 5940.061035
	Iteration 23Q: 3 clusters Score -1.871286e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78385 members 
Mstep: Class 2 contains 80499 members 
Entering Unmasked Estep 
Score: -18713448.000000 Penalty: 5940.061035
	Iteration 24Q: 3 clusters Score -1.871345e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77749 members 
Mstep: Class 2 contains 81135 members 
Entering Unmasked Estep 
Score: -18713846.000000 Penalty: 5940.061035
	Iteration 25Q: 3 clusters Score -1.871385e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77131 members 
Mstep: Class 2 contains 81753 members 
Entering Unmasked Estep 
Score: -18714066.000000 Penalty: 5940.061035
	Iteration 26Q: 3 clusters Score -1.871407e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76594 members 
Mstep: Class 2 contains 82290 members 
Entering Unmasked Estep 
Score: -18714182.000000 Penalty: 5940.061035
	Iteration 27Q: 3 clusters Score -1.871418e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76035 members 
Mstep: Class 2 contains 82849 members 
Entering Unmasked Estep 
Score: -18714336.000000 Penalty: 5940.061035
	Iteration 28Q: 3 clusters Score -1.871434e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75488 members 
Mstep: Class 2 contains 83396 members 
Entering Unmasked Estep 
Score: -18714410.000000 Penalty: 5940.061035
	Iteration 29Q: 3 clusters Score -1.871441e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74962 members 
Mstep: Class 2 contains 83922 members 
Entering Unmasked Estep 
Score: -18714416.000000 Penalty: 5940.061035
	Iteration 30Q: 3 clusters Score -1.871442e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74428 members 
Mstep: Class 2 contains 84456 members 
Entering Unmasked Estep 
Score: -18714392.000000 Penalty: 5940.061035
	Iteration 31Q: 3 clusters Score -1.871439e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73926 members 
Mstep: Class 2 contains 84958 members 
Entering Unmasked Estep 
Score: -18714404.000000 Penalty: 5940.061035
	Iteration 32Q: 3 clusters Score -1.87144e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73459 members 
Mstep: Class 2 contains 85425 members 
Entering Unmasked Estep 
Score: -18714414.000000 Penalty: 5940.061035
	Iteration 33Q: 3 clusters Score -1.871441e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73004 members 
Mstep: Class 2 contains 85880 members 
Entering Unmasked Estep 
Score: -18714494.000000 Penalty: 5940.061035
	Iteration 34Q: 3 clusters Score -1.871449e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72518 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -18714538.000000 Penalty: 5940.061035
	Iteration 35Q: 3 clusters Score -1.871454e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72069 members 
Mstep: Class 2 contains 86815 members 
Entering Unmasked Estep 
Score: -18714594.000000 Penalty: 5940.061035
	Iteration 36Q: 3 clusters Score -1.871459e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 87271 members 
Entering Unmasked Estep 
Score: -18714634.000000 Penalty: 5940.061035
	Iteration 37Q: 3 clusters Score -1.871463e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71149 members 
Mstep: Class 2 contains 87735 members 
Entering Unmasked Estep 
Score: -18714700.000000 Penalty: 5940.061035
	Iteration 38Q: 3 clusters Score -1.87147e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70664 members 
Mstep: Class 2 contains 88220 members 
Entering Unmasked Estep 
Score: -18714690.000000 Penalty: 5940.061035
	Iteration 39Q: 3 clusters Score -1.871469e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70203 members 
Mstep: Class 2 contains 88681 members 
Entering Unmasked Estep 
Score: -18714804.000000 Penalty: 5940.061035
	Iteration 40F: 3 clusters Score -1.87148e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69699 members 
Mstep: Class 2 contains 89185 members 
Entering Unmasked Estep 
Score: -18714860.000000 Penalty: 5940.061035
	Iteration 41Q: 3 clusters Score -1.871486e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69180 members 
Mstep: Class 2 contains 89704 members 
Entering Unmasked Estep 
Score: -18714900.000000 Penalty: 5940.061035
	Iteration 42Q: 3 clusters Score -1.87149e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68686 members 
Mstep: Class 2 contains 90198 members 
Entering Unmasked Estep 
Score: -18714954.000000 Penalty: 5940.061035
	Iteration 43Q: 3 clusters Score -1.871495e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 90711 members 
Entering Unmasked Estep 
Score: -18714966.000000 Penalty: 5940.061035
	Iteration 44Q: 3 clusters Score -1.871497e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67650 members 
Mstep: Class 2 contains 91234 members 
Entering Unmasked Estep 
Score: -18715100.000000 Penalty: 5940.061035
	Iteration 45Q: 3 clusters Score -1.87151e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67091 members 
Mstep: Class 2 contains 91793 members 
Entering Unmasked Estep 
Score: -18715110.000000 Penalty: 5940.061035
	Iteration 46Q: 3 clusters Score -1.871511e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66557 members 
Mstep: Class 2 contains 92327 members 
Entering Unmasked Estep 
Score: -18715142.000000 Penalty: 5940.061035
	Iteration 47Q: 3 clusters Score -1.871514e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66011 members 
Mstep: Class 2 contains 92873 members 
Entering Unmasked Estep 
Score: -18715234.000000 Penalty: 5940.061035
	Iteration 48Q: 3 clusters Score -1.871523e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 93472 members 
Entering Unmasked Estep 
Score: -18715314.000000 Penalty: 5940.061035
	Iteration 49Q: 3 clusters Score -1.871531e+07 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64839 members 
Mstep: Class 2 contains 94045 members 
Entering Unmasked Estep 
Score: -18715332.000000 Penalty: 5940.061035
	Iteration 50Q: 3 clusters Score -1.871533e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64263 members 
Mstep: Class 2 contains 94621 members 
Entering Unmasked Estep 
Score: -18715396.000000 Penalty: 5940.061035
	Iteration 51Q: 3 clusters Score -1.87154e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63681 members 
Mstep: Class 2 contains 95203 members 
Entering Unmasked Estep 
Score: -18715482.000000 Penalty: 5940.061035
	Iteration 52Q: 3 clusters Score -1.871548e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63109 members 
Mstep: Class 2 contains 95775 members 
Entering Unmasked Estep 
Score: -18715540.000000 Penalty: 5940.061035
	Iteration 53Q: 3 clusters Score -1.871554e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62552 members 
Mstep: Class 2 contains 96332 members 
Entering Unmasked Estep 
Score: -18715612.000000 Penalty: 5940.061035
	Iteration 54Q: 3 clusters Score -1.871561e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62018 members 
Mstep: Class 2 contains 96866 members 
Entering Unmasked Estep 
Score: -18715622.000000 Penalty: 5940.061035
	Iteration 55Q: 3 clusters Score -1.871562e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61523 members 
Mstep: Class 2 contains 97361 members 
Entering Unmasked Estep 
Score: -18715662.000000 Penalty: 5940.061035
	Iteration 56Q: 3 clusters Score -1.871566e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61012 members 
Mstep: Class 2 contains 97872 members 
Entering Unmasked Estep 
Score: -18715672.000000 Penalty: 5940.061035
	Iteration 57Q: 3 clusters Score -1.871567e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60516 members 
Mstep: Class 2 contains 98368 members 
Entering Unmasked Estep 
Score: -18715722.000000 Penalty: 5940.061035
	Iteration 58Q: 3 clusters Score -1.871572e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60030 members 
Mstep: Class 2 contains 98854 members 
Entering Unmasked Estep 
Score: -18715720.000000 Penalty: 5940.061035
	Iteration 59Q: 3 clusters Score -1.871572e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59512 members 
Mstep: Class 2 contains 99372 members 
Entering Unmasked Estep 
Score: -18715778.000000 Penalty: 5940.061035
	Iteration 60F: 3 clusters Score -1.871578e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58963 members 
Mstep: Class 2 contains 99921 members 
Entering Unmasked Estep 
Score: -18715808.000000 Penalty: 5940.061035
	Iteration 61Q: 3 clusters Score -1.871581e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58411 members 
Mstep: Class 2 contains 100473 members 
Entering Unmasked Estep 
Score: -18715874.000000 Penalty: 5940.061035
	Iteration 62Q: 3 clusters Score -1.871587e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57857 members 
Mstep: Class 2 contains 101027 members 
Entering Unmasked Estep 
Score: -18715884.000000 Penalty: 5940.061035
	Iteration 63Q: 3 clusters Score -1.871588e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57262 members 
Mstep: Class 2 contains 101622 members 
Entering Unmasked Estep 
Score: -18715900.000000 Penalty: 5940.061035
	Iteration 64Q: 3 clusters Score -1.87159e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 102157 members 
Entering Unmasked Estep 
Score: -18715902.000000 Penalty: 5940.061035
	Iteration 65Q: 3 clusters Score -1.87159e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56228 members 
Mstep: Class 2 contains 102656 members 
Entering Unmasked Estep 
Score: -18715988.000000 Penalty: 5940.061035
	Iteration 66Q: 3 clusters Score -1.871599e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55741 members 
Mstep: Class 2 contains 103143 members 
Entering Unmasked Estep 
Score: -18716024.000000 Penalty: 5940.061035
	Iteration 67Q: 3 clusters Score -1.871602e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 103647 members 
Entering Unmasked Estep 
Score: -18716060.000000 Penalty: 5940.061035
	Iteration 68Q: 3 clusters Score -1.871606e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 104162 members 
Entering Unmasked Estep 
Score: -18716174.000000 Penalty: 5940.061035
	Iteration 69Q: 3 clusters Score -1.871617e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -18716156.000000 Penalty: 5940.061035
	Iteration 70Q: 3 clusters Score -1.871616e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 105250 members 
Entering Unmasked Estep 
Score: -18716170.000000 Penalty: 5940.061035
	Iteration 71Q: 3 clusters Score -1.871617e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53089 members 
Mstep: Class 2 contains 105795 members 
Entering Unmasked Estep 
Score: -18716162.000000 Penalty: 5940.061035
	Iteration 72Q: 3 clusters Score -1.871616e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52558 members 
Mstep: Class 2 contains 106326 members 
Entering Unmasked Estep 
Score: -18716218.000000 Penalty: 5940.061035
	Iteration 73Q: 3 clusters Score -1.871622e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 106810 members 
Entering Unmasked Estep 
Score: -18716276.000000 Penalty: 5940.061035
	Iteration 74Q: 3 clusters Score -1.871628e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51561 members 
Mstep: Class 2 contains 107323 members 
Entering Unmasked Estep 
Score: -18716322.000000 Penalty: 5940.061035
	Iteration 75Q: 3 clusters Score -1.871632e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51086 members 
Mstep: Class 2 contains 107798 members 
Entering Unmasked Estep 
Score: -18716350.000000 Penalty: 5940.061035
	Iteration 76Q: 3 clusters Score -1.871635e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50567 members 
Mstep: Class 2 contains 108317 members 
Entering Unmasked Estep 
Score: -18716406.000000 Penalty: 5940.061035
	Iteration 77Q: 3 clusters Score -1.871641e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50060 members 
Mstep: Class 2 contains 108824 members 
Entering Unmasked Estep 
Score: -18716488.000000 Penalty: 5940.061035
	Iteration 78Q: 3 clusters Score -1.871649e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49597 members 
Mstep: Class 2 contains 109287 members 
Entering Unmasked Estep 
Score: -18716514.000000 Penalty: 5940.061035
	Iteration 79Q: 3 clusters Score -1.871651e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49149 members 
Mstep: Class 2 contains 109735 members 
Entering Unmasked Estep 
Score: -18716576.000000 Penalty: 5940.061035
	Iteration 80F: 3 clusters Score -1.871658e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48693 members 
Mstep: Class 2 contains 110191 members 
Entering Unmasked Estep 
Score: -18716636.000000 Penalty: 5940.061035
	Iteration 81Q: 3 clusters Score -1.871664e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48248 members 
Mstep: Class 2 contains 110636 members 
Entering Unmasked Estep 
Score: -18716670.000000 Penalty: 5940.061035
	Iteration 82Q: 3 clusters Score -1.871667e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47803 members 
Mstep: Class 2 contains 111081 members 
Entering Unmasked Estep 
Score: -18716692.000000 Penalty: 5940.061035
	Iteration 83Q: 3 clusters Score -1.871669e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47354 members 
Mstep: Class 2 contains 111530 members 
Entering Unmasked Estep 
Score: -18716762.000000 Penalty: 5940.061035
	Iteration 84Q: 3 clusters Score -1.871676e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46954 members 
Mstep: Class 2 contains 111930 members 
Entering Unmasked Estep 
Score: -18716774.000000 Penalty: 5940.061035
	Iteration 85Q: 3 clusters Score -1.871677e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 112300 members 
Entering Unmasked Estep 
Score: -18716788.000000 Penalty: 5940.061035
	Iteration 86Q: 3 clusters Score -1.871679e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46226 members 
Mstep: Class 2 contains 112658 members 
Entering Unmasked Estep 
Score: -18716800.000000 Penalty: 5940.061035
	Iteration 87Q: 3 clusters Score -1.87168e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 113018 members 
Entering Unmasked Estep 
Score: -18716860.000000 Penalty: 5940.061035
	Iteration 88Q: 3 clusters Score -1.871686e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 113395 members 
Entering Unmasked Estep 
Score: -18716924.000000 Penalty: 5940.061035
	Iteration 89Q: 3 clusters Score -1.871692e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 113754 members 
Entering Unmasked Estep 
Score: -18716926.000000 Penalty: 5940.061035
	Iteration 90Q: 3 clusters Score -1.871693e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44798 members 
Mstep: Class 2 contains 114086 members 
Entering Unmasked Estep 
Score: -18716962.000000 Penalty: 5940.061035
	Iteration 91Q: 3 clusters Score -1.871696e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44470 members 
Mstep: Class 2 contains 114414 members 
Entering Unmasked Estep 
Score: -18716984.000000 Penalty: 5940.061035
	Iteration 92Q: 3 clusters Score -1.871698e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44146 members 
Mstep: Class 2 contains 114738 members 
Entering Unmasked Estep 
Score: -18717038.000000 Penalty: 5940.061035
	Iteration 93Q: 3 clusters Score -1.871704e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43814 members 
Mstep: Class 2 contains 115070 members 
Entering Unmasked Estep 
Score: -18717066.000000 Penalty: 5940.061035
	Iteration 94Q: 3 clusters Score -1.871707e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 115397 members 
Entering Unmasked Estep 
Score: -18717014.000000 Penalty: 5940.061035
	Iteration 95Q: 3 clusters Score -1.871701e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43153 members 
Mstep: Class 2 contains 115731 members 
Entering Unmasked Estep 
Score: -18717046.000000 Penalty: 5940.061035
	Iteration 96Q: 3 clusters Score -1.871705e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 116055 members 
Entering Unmasked Estep 
Score: -18717054.000000 Penalty: 5940.061035
	Iteration 97Q: 3 clusters Score -1.871705e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 116353 members 
Entering Unmasked Estep 
Score: -18717040.000000 Penalty: 5940.061035
	Iteration 98Q: 3 clusters Score -1.871704e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -18717064.000000 Penalty: 5940.061035
	Iteration 99Q: 3 clusters Score -1.871706e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 116951 members 
Entering Unmasked Estep 
Score: -18717062.000000 Penalty: 5940.061035
	Iteration 100F: 3 clusters Score -1.871706e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41643 members 
Mstep: Class 2 contains 117241 members 
Entering Unmasked Estep 
Score: -18717112.000000 Penalty: 5940.061035
	Iteration 101Q: 3 clusters Score -1.871711e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 117559 members 
Entering Unmasked Estep 
Score: -18717140.000000 Penalty: 5940.061035
	Iteration 102Q: 3 clusters Score -1.871714e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 117870 members 
Entering Unmasked Estep 
Score: -18717118.000000 Penalty: 5940.061035
	Iteration 103Q: 3 clusters Score -1.871712e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40734 members 
Mstep: Class 2 contains 118150 members 
Entering Unmasked Estep 
Score: -18717196.000000 Penalty: 5940.061035
	Iteration 104Q: 3 clusters Score -1.87172e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40478 members 
Mstep: Class 2 contains 118406 members 
Entering Unmasked Estep 
Score: -18717218.000000 Penalty: 5940.061035
	Iteration 105Q: 3 clusters Score -1.871722e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 118663 members 
Entering Unmasked Estep 
Score: -18717254.000000 Penalty: 5940.061035
	Iteration 106Q: 3 clusters Score -1.871725e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39982 members 
Mstep: Class 2 contains 118902 members 
Entering Unmasked Estep 
Score: -18717208.000000 Penalty: 5940.061035
	Iteration 107Q: 3 clusters Score -1.871721e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 119150 members 
Entering Unmasked Estep 
Score: -18717212.000000 Penalty: 5940.061035
	Iteration 108Q: 3 clusters Score -1.871721e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39486 members 
Mstep: Class 2 contains 119398 members 
Entering Unmasked Estep 
Score: -18717236.000000 Penalty: 5940.061035
	Iteration 109Q: 3 clusters Score -1.871724e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39237 members 
Mstep: Class 2 contains 119647 members 
Entering Unmasked Estep 
Score: -18717250.000000 Penalty: 5940.061035
	Iteration 110Q: 3 clusters Score -1.871725e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38986 members 
Mstep: Class 2 contains 119898 members 
Entering Unmasked Estep 
Score: -18717236.000000 Penalty: 5940.061035
	Iteration 111Q: 3 clusters Score -1.871724e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 120141 members 
Entering Unmasked Estep 
Score: -18717254.000000 Penalty: 5940.061035
	Iteration 112Q: 3 clusters Score -1.871725e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38526 members 
Mstep: Class 2 contains 120358 members 
Entering Unmasked Estep 
Score: -18717298.000000 Penalty: 5940.061035
	Iteration 113Q: 3 clusters Score -1.87173e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38301 members 
Mstep: Class 2 contains 120583 members 
Entering Unmasked Estep 
Score: -18717370.000000 Penalty: 5940.061035
	Iteration 114Q: 3 clusters Score -1.871737e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38055 members 
Mstep: Class 2 contains 120829 members 
Entering Unmasked Estep 
Score: -18717374.000000 Penalty: 5940.061035
	Iteration 115Q: 3 clusters Score -1.871737e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 121039 members 
Entering Unmasked Estep 
Score: -18717372.000000 Penalty: 5940.061035
	Iteration 116Q: 3 clusters Score -1.871737e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37662 members 
Mstep: Class 2 contains 121222 members 
Entering Unmasked Estep 
Score: -18717376.000000 Penalty: 5940.061035
	Iteration 117Q: 3 clusters Score -1.871738e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37489 members 
Mstep: Class 2 contains 121395 members 
Entering Unmasked Estep 
Score: -18717406.000000 Penalty: 5940.061035
	Iteration 118Q: 3 clusters Score -1.871741e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37304 members 
Mstep: Class 2 contains 121580 members 
Entering Unmasked Estep 
Score: -18717408.000000 Penalty: 5940.061035
	Iteration 119Q: 3 clusters Score -1.871741e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37117 members 
Mstep: Class 2 contains 121767 members 
Entering Unmasked Estep 
Score: -18717406.000000 Penalty: 5940.061035
	Iteration 120F: 3 clusters Score -1.871741e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 121945 members 
Entering Unmasked Estep 
Score: -18717430.000000 Penalty: 5940.061035
	Iteration 121Q: 3 clusters Score -1.871743e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36755 members 
Mstep: Class 2 contains 122129 members 
Entering Unmasked Estep 
Score: -18717412.000000 Penalty: 5940.061035
	Iteration 122Q: 3 clusters Score -1.871741e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36596 members 
Mstep: Class 2 contains 122288 members 
Entering Unmasked Estep 
Score: -18717396.000000 Penalty: 5940.061035
	Iteration 123Q: 3 clusters Score -1.87174e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36425 members 
Mstep: Class 2 contains 122459 members 
Entering Unmasked Estep 
Score: -18717442.000000 Penalty: 5940.061035
	Iteration 124Q: 3 clusters Score -1.871744e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 122601 members 
Entering Unmasked Estep 
Score: -18717492.000000 Penalty: 5940.061035
	Iteration 125Q: 3 clusters Score -1.871749e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36128 members 
Mstep: Class 2 contains 122756 members 
Entering Unmasked Estep 
Score: -18717510.000000 Penalty: 5940.061035
	Iteration 126Q: 3 clusters Score -1.871751e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35991 members 
Mstep: Class 2 contains 122893 members 
Entering Unmasked Estep 
Score: -18717488.000000 Penalty: 5940.061035
	Iteration 127Q: 3 clusters Score -1.871749e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 123030 members 
Entering Unmasked Estep 
Score: -18717516.000000 Penalty: 5940.061035
	Iteration 128Q: 3 clusters Score -1.871752e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 123176 members 
Entering Unmasked Estep 
Score: -18717522.000000 Penalty: 5940.061035
	Iteration 129Q: 3 clusters Score -1.871752e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35576 members 
Mstep: Class 2 contains 123308 members 
Entering Unmasked Estep 
Score: -18717514.000000 Penalty: 5940.061035
	Iteration 130Q: 3 clusters Score -1.871751e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 123433 members 
Entering Unmasked Estep 
Score: -18717510.000000 Penalty: 5940.061035
	Iteration 131Q: 3 clusters Score -1.871751e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 123560 members 
Entering Unmasked Estep 
Score: -18717506.000000 Penalty: 5940.061035
	Iteration 132Q: 3 clusters Score -1.871751e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 123683 members 
Entering Unmasked Estep 
Score: -18717494.000000 Penalty: 5940.061035
	Iteration 133Q: 3 clusters Score -1.871749e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35092 members 
Mstep: Class 2 contains 123792 members 
Entering Unmasked Estep 
Score: -18717530.000000 Penalty: 5940.061035
	Iteration 134Q: 3 clusters Score -1.871753e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 123893 members 
Entering Unmasked Estep 
Score: -18717480.000000 Penalty: 5940.061035
	Iteration 135Q: 3 clusters Score -1.871748e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34891 members 
Mstep: Class 2 contains 123993 members 
Entering Unmasked Estep 
Score: -18717476.000000 Penalty: 5940.061035
	Iteration 136Q: 3 clusters Score -1.871748e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 124094 members 
Entering Unmasked Estep 
Score: -18717444.000000 Penalty: 5940.061035
	Iteration 137Q: 3 clusters Score -1.871744e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 124203 members 
Entering Unmasked Estep 
Score: -18717476.000000 Penalty: 5940.061035
	Iteration 138Q: 3 clusters Score -1.871748e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34578 members 
Mstep: Class 2 contains 124306 members 
Entering Unmasked Estep 
Score: -18717504.000000 Penalty: 5940.061035
	Iteration 139Q: 3 clusters Score -1.87175e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34479 members 
Mstep: Class 2 contains 124405 members 
Entering Unmasked Estep 
Score: -18717490.000000 Penalty: 5940.061035
	Iteration 140F: 3 clusters Score -1.871749e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34372 members 
Mstep: Class 2 contains 124512 members 
Entering Unmasked Estep 
Score: -18717522.000000 Penalty: 5940.061035
	Iteration 141Q: 3 clusters Score -1.871752e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34262 members 
Mstep: Class 2 contains 124622 members 
Entering Unmasked Estep 
Score: -18717536.000000 Penalty: 5940.061035
	Iteration 142Q: 3 clusters Score -1.871754e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34141 members 
Mstep: Class 2 contains 124743 members 
Entering Unmasked Estep 
Score: -18717550.000000 Penalty: 5940.061035
	Iteration 143Q: 3 clusters Score -1.871755e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34021 members 
Mstep: Class 2 contains 124863 members 
Entering Unmasked Estep 
Score: -18717548.000000 Penalty: 5940.061035
	Iteration 144Q: 3 clusters Score -1.871755e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33905 members 
Mstep: Class 2 contains 124979 members 
Entering Unmasked Estep 
Score: -18717542.000000 Penalty: 5940.061035
	Iteration 145Q: 3 clusters Score -1.871754e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33792 members 
Mstep: Class 2 contains 125092 members 
Entering Unmasked Estep 
Score: -18717556.000000 Penalty: 5940.061035
	Iteration 146Q: 3 clusters Score -1.871756e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 125215 members 
Entering Unmasked Estep 
Score: -18717582.000000 Penalty: 5940.061035
	Iteration 147Q: 3 clusters Score -1.871758e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 125328 members 
Entering Unmasked Estep 
Score: -18717568.000000 Penalty: 5940.061035
	Iteration 148Q: 3 clusters Score -1.871757e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 125444 members 
Entering Unmasked Estep 
Score: -18717592.000000 Penalty: 5940.061035
	Iteration 149Q: 3 clusters Score -1.871759e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33327 members 
Mstep: Class 2 contains 125557 members 
Entering Unmasked Estep 
Score: -18717598.000000 Penalty: 5940.061035
	Iteration 150Q: 3 clusters Score -1.87176e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33226 members 
Mstep: Class 2 contains 125658 members 
Entering Unmasked Estep 
Score: -18717592.000000 Penalty: 5940.061035
	Iteration 151Q: 3 clusters Score -1.871759e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 125765 members 
Entering Unmasked Estep 
Score: -18717580.000000 Penalty: 5940.061035
	Iteration 152Q: 3 clusters Score -1.871758e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33014 members 
Mstep: Class 2 contains 125870 members 
Entering Unmasked Estep 
Score: -18717580.000000 Penalty: 5940.061035
	Iteration 153Q: 3 clusters Score -1.871758e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 125997 members 
Entering Unmasked Estep 
Score: -18717560.000000 Penalty: 5940.061035
	Iteration 154Q: 3 clusters Score -1.871756e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 126124 members 
Entering Unmasked Estep 
Score: -18717570.000000 Penalty: 5940.061035
	Iteration 155Q: 3 clusters Score -1.871757e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 126266 members 
Entering Unmasked Estep 
Score: -18717596.000000 Penalty: 5940.061035
	Iteration 156Q: 3 clusters Score -1.87176e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32476 members 
Mstep: Class 2 contains 126408 members 
Entering Unmasked Estep 
Score: -18717650.000000 Penalty: 5940.061035
	Iteration 157Q: 3 clusters Score -1.871765e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 126536 members 
Entering Unmasked Estep 
Score: -18717654.000000 Penalty: 5940.061035
	Iteration 158Q: 3 clusters Score -1.871765e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32231 members 
Mstep: Class 2 contains 126653 members 
Entering Unmasked Estep 
Score: -18717636.000000 Penalty: 5940.061035
	Iteration 159Q: 3 clusters Score -1.871764e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 126763 members 
Entering Unmasked Estep 
Score: -18717650.000000 Penalty: 5940.061035
	Iteration 160F: 3 clusters Score -1.871765e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32002 members 
Mstep: Class 2 contains 126882 members 
Entering Unmasked Estep 
Score: -18717664.000000 Penalty: 5940.061035
	Iteration 161Q: 3 clusters Score -1.871766e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 126977 members 
Entering Unmasked Estep 
Score: -18717644.000000 Penalty: 5940.061035
	Iteration 162Q: 3 clusters Score -1.871764e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 127088 members 
Entering Unmasked Estep 
Score: -18717630.000000 Penalty: 5940.061035
	Iteration 163Q: 3 clusters Score -1.871763e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 127208 members 
Entering Unmasked Estep 
Score: -18717612.000000 Penalty: 5940.061035
	Iteration 164Q: 3 clusters Score -1.871761e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 127339 members 
Entering Unmasked Estep 
Score: -18717636.000000 Penalty: 5940.061035
	Iteration 165Q: 3 clusters Score -1.871764e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31419 members 
Mstep: Class 2 contains 127465 members 
Entering Unmasked Estep 
Score: -18717624.000000 Penalty: 5940.061035
	Iteration 166Q: 3 clusters Score -1.871762e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31295 members 
Mstep: Class 2 contains 127589 members 
Entering Unmasked Estep 
Score: -18717628.000000 Penalty: 5940.061035
	Iteration 167Q: 3 clusters Score -1.871763e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31175 members 
Mstep: Class 2 contains 127709 members 
Entering Unmasked Estep 
Score: -18717616.000000 Penalty: 5940.061035
	Iteration 168Q: 3 clusters Score -1.871762e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 127820 members 
Entering Unmasked Estep 
Score: -18717626.000000 Penalty: 5940.061035
	Iteration 169Q: 3 clusters Score -1.871763e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30962 members 
Mstep: Class 2 contains 127922 members 
Entering Unmasked Estep 
Score: -18717620.000000 Penalty: 5940.061035
	Iteration 170Q: 3 clusters Score -1.871762e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 128018 members 
Entering Unmasked Estep 
Score: -18717612.000000 Penalty: 5940.061035
	Iteration 171Q: 3 clusters Score -1.871761e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 128109 members 
Entering Unmasked Estep 
Score: -18717612.000000 Penalty: 5940.061035
	Iteration 172Q: 3 clusters Score -1.871761e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 128202 members 
Entering Unmasked Estep 
Score: -18717636.000000 Penalty: 5940.061035
	Iteration 173Q: 3 clusters Score -1.871764e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 128306 members 
Entering Unmasked Estep 
Score: -18717648.000000 Penalty: 5940.061035
	Iteration 174Q: 3 clusters Score -1.871765e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 128408 members 
Entering Unmasked Estep 
Score: -18717642.000000 Penalty: 5940.061035
	Iteration 175Q: 3 clusters Score -1.871764e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 128494 members 
Entering Unmasked Estep 
Score: -18717666.000000 Penalty: 5940.061035
	Iteration 176Q: 3 clusters Score -1.871767e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30291 members 
Mstep: Class 2 contains 128593 members 
Entering Unmasked Estep 
Score: -18717652.000000 Penalty: 5940.061035
	Iteration 177Q: 3 clusters Score -1.871765e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 128697 members 
Entering Unmasked Estep 
Score: -18717658.000000 Penalty: 5940.061035
	Iteration 178Q: 3 clusters Score -1.871766e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 128795 members 
Entering Unmasked Estep 
Score: -18717628.000000 Penalty: 5940.061035
	Iteration 179Q: 3 clusters Score -1.871763e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29980 members 
Mstep: Class 2 contains 128904 members 
Entering Unmasked Estep 
Score: -18717656.000000 Penalty: 5940.061035
	Iteration 180F: 3 clusters Score -1.871766e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 129033 members 
Entering Unmasked Estep 
Score: -18717662.000000 Penalty: 5940.061035
	Iteration 181Q: 3 clusters Score -1.871766e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29729 members 
Mstep: Class 2 contains 129155 members 
Entering Unmasked Estep 
Score: -18717656.000000 Penalty: 5940.061035
	Iteration 182Q: 3 clusters Score -1.871766e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29601 members 
Mstep: Class 2 contains 129283 members 
Entering Unmasked Estep 
Score: -18717668.000000 Penalty: 5940.061035
	Iteration 183Q: 3 clusters Score -1.871767e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 129422 members 
Entering Unmasked Estep 
Score: -18717740.000000 Penalty: 5940.061035
	Iteration 184Q: 3 clusters Score -1.871774e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29350 members 
Mstep: Class 2 contains 129534 members 
Entering Unmasked Estep 
Score: -18717728.000000 Penalty: 5940.061035
	Iteration 185Q: 3 clusters Score -1.871773e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 129675 members 
Entering Unmasked Estep 
Score: -18717692.000000 Penalty: 5940.061035
	Iteration 186Q: 3 clusters Score -1.871769e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 129819 members 
Entering Unmasked Estep 
Score: -18717702.000000 Penalty: 5940.061035
	Iteration 187Q: 3 clusters Score -1.87177e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 129962 members 
Entering Unmasked Estep 
Score: -18717682.000000 Penalty: 5940.061035
	Iteration 188Q: 3 clusters Score -1.871768e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28776 members 
Mstep: Class 2 contains 130108 members 
Entering Unmasked Estep 
Score: -18717740.000000 Penalty: 5940.061035
	Iteration 189Q: 3 clusters Score -1.871774e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 130254 members 
Entering Unmasked Estep 
Score: -18717760.000000 Penalty: 5940.061035
	Iteration 190Q: 3 clusters Score -1.871776e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 130401 members 
Entering Unmasked Estep 
Score: -18717744.000000 Penalty: 5940.061035
	Iteration 191Q: 3 clusters Score -1.871774e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28340 members 
Mstep: Class 2 contains 130544 members 
Entering Unmasked Estep 
Score: -18717746.000000 Penalty: 5940.061035
	Iteration 192Q: 3 clusters Score -1.871775e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 130682 members 
Entering Unmasked Estep 
Score: -18717762.000000 Penalty: 5940.061035
	Iteration 193Q: 3 clusters Score -1.871776e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 130842 members 
Entering Unmasked Estep 
Score: -18717772.000000 Penalty: 5940.061035
	Iteration 194Q: 3 clusters Score -1.871777e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 131025 members 
Entering Unmasked Estep 
Score: -18717804.000000 Penalty: 5940.061035
	Iteration 195Q: 3 clusters Score -1.87178e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27672 members 
Mstep: Class 2 contains 131212 members 
Entering Unmasked Estep 
Score: -18717816.000000 Penalty: 5940.061035
	Iteration 196Q: 3 clusters Score -1.871782e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27489 members 
Mstep: Class 2 contains 131395 members 
Entering Unmasked Estep 
Score: -18717836.000000 Penalty: 5940.061035
	Iteration 197Q: 3 clusters Score -1.871784e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 131604 members 
Entering Unmasked Estep 
Score: -18717846.000000 Penalty: 5940.061035
	Iteration 198Q: 3 clusters Score -1.871785e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 131818 members 
Entering Unmasked Estep 
Score: -18717870.000000 Penalty: 5940.061035
	Iteration 199Q: 3 clusters Score -1.871787e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 132033 members 
Entering Unmasked Estep 
Score: -18717888.000000 Penalty: 5940.061035
	Iteration 200F: 3 clusters Score -1.871789e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 132263 members 
Entering Unmasked Estep 
Score: -18717890.000000 Penalty: 5940.061035
	Iteration 201Q: 3 clusters Score -1.871789e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 132498 members 
Entering Unmasked Estep 
Score: -18717840.000000 Penalty: 5940.061035
	Iteration 202Q: 3 clusters Score -1.871784e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26164 members 
Mstep: Class 2 contains 132720 members 
Entering Unmasked Estep 
Score: -18717836.000000 Penalty: 5940.061035
	Iteration 203Q: 3 clusters Score -1.871784e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 132944 members 
Entering Unmasked Estep 
Score: -18717882.000000 Penalty: 5940.061035
	Iteration 204Q: 3 clusters Score -1.871788e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 133143 members 
Entering Unmasked Estep 
Score: -18717908.000000 Penalty: 5940.061035
	Iteration 205Q: 3 clusters Score -1.871791e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 133350 members 
Entering Unmasked Estep 
Score: -18717896.000000 Penalty: 5940.061035
	Iteration 206Q: 3 clusters Score -1.87179e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25322 members 
Mstep: Class 2 contains 133562 members 
Entering Unmasked Estep 
Score: -18717908.000000 Penalty: 5940.061035
	Iteration 207Q: 3 clusters Score -1.871791e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25084 members 
Mstep: Class 2 contains 133800 members 
Entering Unmasked Estep 
Score: -18717892.000000 Penalty: 5940.061035
	Iteration 208Q: 3 clusters Score -1.871789e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 134078 members 
Entering Unmasked Estep 
Score: -18717942.000000 Penalty: 5940.061035
	Iteration 209Q: 3 clusters Score -1.871794e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24495 members 
Mstep: Class 2 contains 134389 members 
Entering Unmasked Estep 
Score: -18717972.000000 Penalty: 5940.061035
	Iteration 210Q: 3 clusters Score -1.871797e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 134696 members 
Entering Unmasked Estep 
Score: -18718016.000000 Penalty: 5940.061035
	Iteration 211Q: 3 clusters Score -1.871802e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23899 members 
Mstep: Class 2 contains 134985 members 
Entering Unmasked Estep 
Score: -18718116.000000 Penalty: 5940.061035
	Iteration 212Q: 3 clusters Score -1.871812e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Mstep: Class 2 contains 135289 members 
Entering Unmasked Estep 
Score: -18718152.000000 Penalty: 5940.061035
	Iteration 213Q: 3 clusters Score -1.871815e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 135587 members 
Entering Unmasked Estep 
Score: -18718172.000000 Penalty: 5940.061035
	Iteration 214Q: 3 clusters Score -1.871817e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 135870 members 
Entering Unmasked Estep 
Score: -18718196.000000 Penalty: 5940.061035
	Iteration 215Q: 3 clusters Score -1.87182e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22708 members 
Mstep: Class 2 contains 136176 members 
Entering Unmasked Estep 
Score: -18718180.000000 Penalty: 5940.061035
	Iteration 216Q: 3 clusters Score -1.871818e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22384 members 
Mstep: Class 2 contains 136500 members 
Entering Unmasked Estep 
Score: -18718216.000000 Penalty: 5940.061035
	Iteration 217Q: 3 clusters Score -1.871822e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22055 members 
Mstep: Class 2 contains 136829 members 
Entering Unmasked Estep 
Score: -18718218.000000 Penalty: 5940.061035
	Iteration 218Q: 3 clusters Score -1.871822e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21725 members 
Mstep: Class 2 contains 137159 members 
Entering Unmasked Estep 
Score: -18718272.000000 Penalty: 5940.061035
	Iteration 219Q: 3 clusters Score -1.871827e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 137503 members 
Entering Unmasked Estep 
Score: -18718308.000000 Penalty: 5940.061035
	Iteration 220F: 3 clusters Score -1.871831e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21016 members 
Mstep: Class 2 contains 137868 members 
Entering Unmasked Estep 
Score: -18718340.000000 Penalty: 5940.061035
	Iteration 221Q: 3 clusters Score -1.871834e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 138221 members 
Entering Unmasked Estep 
Score: -18718380.000000 Penalty: 5940.061035
	Iteration 222Q: 3 clusters Score -1.871838e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 138597 members 
Entering Unmasked Estep 
Score: -18718446.000000 Penalty: 5940.061035
	Iteration 223Q: 3 clusters Score -1.871845e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 138997 members 
Entering Unmasked Estep 
Score: -18718510.000000 Penalty: 5940.061035
	Iteration 224Q: 3 clusters Score -1.871851e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19465 members 
Mstep: Class 2 contains 139419 members 
Entering Unmasked Estep 
Score: -18718530.000000 Penalty: 5940.061035
	Iteration 225Q: 3 clusters Score -1.871853e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 139862 members 
Entering Unmasked Estep 
Score: -18718564.000000 Penalty: 5940.061035
	Iteration 226Q: 3 clusters Score -1.871856e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 140315 members 
Entering Unmasked Estep 
Score: -18718620.000000 Penalty: 5940.061035
	Iteration 227Q: 3 clusters Score -1.871862e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 140831 members 
Entering Unmasked Estep 
Score: -18718690.000000 Penalty: 5940.061035
	Iteration 228Q: 3 clusters Score -1.871869e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 141330 members 
Entering Unmasked Estep 
Score: -18718766.000000 Penalty: 5940.061035
	Iteration 229Q: 3 clusters Score -1.871877e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 141896 members 
Entering Unmasked Estep 
Score: -18718828.000000 Penalty: 5940.061035
	Iteration 230Q: 3 clusters Score -1.871883e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 142476 members 
Entering Unmasked Estep 
Score: -18719012.000000 Penalty: 5940.061035
	Iteration 231Q: 3 clusters Score -1.871901e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 143109 members 
Entering Unmasked Estep 
Score: -18719118.000000 Penalty: 5940.061035
	Iteration 232Q: 3 clusters Score -1.871912e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15081 members 
Mstep: Class 2 contains 143803 members 
Entering Unmasked Estep 
Score: -18719250.000000 Penalty: 5940.061035
	Iteration 233Q: 3 clusters Score -1.871925e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 144571 members 
Entering Unmasked Estep 
Score: -18719420.000000 Penalty: 5940.061035
	Iteration 234Q: 3 clusters Score -1.871942e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 145379 members 
Entering Unmasked Estep 
Score: -18719716.000000 Penalty: 5940.061035
	Iteration 235Q: 3 clusters Score -1.871972e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12635 members 
Mstep: Class 2 contains 146249 members 
Entering Unmasked Estep 
Score: -18719974.000000 Penalty: 5940.061035
	Iteration 236Q: 3 clusters Score -1.871997e+07 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 147180 members 
Entering Unmasked Estep 
Score: -18720186.000000 Penalty: 5940.061035
	Iteration 237Q: 3 clusters Score -1.872019e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 148195 members 
Entering Unmasked Estep 
Score: -18720550.000000 Penalty: 5940.061035
	Iteration 238Q: 3 clusters Score -1.872055e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 149275 members 
Entering Unmasked Estep 
Score: -18720946.000000 Penalty: 5940.061035
	Iteration 239Q: 3 clusters Score -1.872095e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 150385 members 
Entering Unmasked Estep 
Score: -18721330.000000 Penalty: 5940.061035
	Iteration 240F: 3 clusters Score -1.872133e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 151495 members 
Entering Unmasked Estep 
Score: -18721864.000000 Penalty: 5940.061035
	Iteration 241Q: 3 clusters Score -1.872186e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 152550 members 
Entering Unmasked Estep 
Score: -18722290.000000 Penalty: 5940.061035
	Iteration 242Q: 3 clusters Score -1.872229e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 153494 members 
Entering Unmasked Estep 
Score: -18722772.000000 Penalty: 5940.061035
	Iteration 243Q: 3 clusters Score -1.872277e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 154330 members 
Entering Unmasked Estep 
Score: -18723074.000000 Penalty: 5940.061035
	Iteration 244Q: 3 clusters Score -1.872307e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 154995 members 
Entering Unmasked Estep 
Score: -18723354.000000 Penalty: 5940.061035
	Iteration 245Q: 3 clusters Score -1.872335e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 155567 members 
Entering Unmasked Estep 
Score: -18723564.000000 Penalty: 5940.061035
	Iteration 246Q: 3 clusters Score -1.872356e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 156049 members 
Entering Unmasked Estep 
Score: -18723814.000000 Penalty: 5940.061035
	Iteration 247Q: 3 clusters Score -1.872381e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 156440 members 
Entering Unmasked Estep 
Score: -18723946.000000 Penalty: 5940.061035
	Iteration 248Q: 3 clusters Score -1.872395e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 156744 members 
Entering Unmasked Estep 
Score: -18724120.000000 Penalty: 5940.061035
	Iteration 249Q: 3 clusters Score -1.872412e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 156981 members 
Entering Unmasked Estep 
Score: -18724204.000000 Penalty: 5940.061035
	Iteration 250Q: 3 clusters Score -1.87242e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 157161 members 
Entering Unmasked Estep 
Score: -18724336.000000 Penalty: 5940.061035
	Iteration 251Q: 3 clusters Score -1.872434e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 157309 members 
Entering Unmasked Estep 
Score: -18724386.000000 Penalty: 5940.061035
	Iteration 252Q: 3 clusters Score -1.872439e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 157432 members 
Entering Unmasked Estep 
Score: -18724470.000000 Penalty: 5940.061035
	Iteration 253Q: 3 clusters Score -1.872447e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 157529 members 
Entering Unmasked Estep 
Score: -18724518.000000 Penalty: 5940.061035
	Iteration 254Q: 3 clusters Score -1.872452e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 157603 members 
Entering Unmasked Estep 
Score: -18724542.000000 Penalty: 5940.061035
	Iteration 255Q: 3 clusters Score -1.872454e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 157666 members 
Entering Unmasked Estep 
Score: -18724568.000000 Penalty: 5940.061035
	Iteration 256Q: 3 clusters Score -1.872457e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 157715 members 
Entering Unmasked Estep 
Score: -18724580.000000 Penalty: 5940.061035
	Iteration 257Q: 3 clusters Score -1.872458e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 157753 members 
Entering Unmasked Estep 
Score: -18724610.000000 Penalty: 5940.061035
	Iteration 258Q: 3 clusters Score -1.872461e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 157784 members 
Entering Unmasked Estep 
Score: -18724634.000000 Penalty: 5940.061035
	Iteration 259Q: 3 clusters Score -1.872463e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 157816 members 
Entering Unmasked Estep 
Score: -18724666.000000 Penalty: 5940.061035
	Iteration 260F: 3 clusters Score -1.872467e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 157843 members 
Entering Unmasked Estep 
Score: -18724678.000000 Penalty: 5940.061035
	Iteration 261Q: 3 clusters Score -1.872468e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 157867 members 
Entering Unmasked Estep 
Score: -18724686.000000 Penalty: 5940.061035
	Iteration 262Q: 3 clusters Score -1.872469e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 157889 members 
Entering Unmasked Estep 
Score: -18724678.000000 Penalty: 5940.061035
	Iteration 263Q: 3 clusters Score -1.872468e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 157898 members 
Entering Unmasked Estep 
Score: -18724678.000000 Penalty: 5940.061035
	Iteration 264Q: 3 clusters Score -1.872468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 157909 members 
Entering Unmasked Estep 
Score: -18724676.000000 Penalty: 5940.061035
	Iteration 265Q: 3 clusters Score -1.872468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 157915 members 
Entering Unmasked Estep 
Score: -18724684.000000 Penalty: 5940.061035
	Iteration 266Q: 3 clusters Score -1.872468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 157922 members 
Entering Unmasked Estep 
Score: -18724682.000000 Penalty: 5940.061035
	Iteration 267Q: 3 clusters Score -1.872468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 157926 members 
Entering Unmasked Estep 
Score: -18724690.000000 Penalty: 5940.061035
	Iteration 268Q: 3 clusters Score -1.872469e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 157929 members 
Entering Unmasked Estep 
Score: -18724704.000000 Penalty: 5940.061035
	Iteration 269Q: 3 clusters Score -1.87247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 157930 members 
Entering Unmasked Estep 
Score: -18724694.000000 Penalty: 5940.061035
	Iteration 270Q: 3 clusters Score -1.872469e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 157934 members 
Entering Unmasked Estep 
Score: -18724702.000000 Penalty: 5940.061035
	Iteration 271Q: 3 clusters Score -1.87247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 157935 members 
Entering Unmasked Estep 
Score: -18724694.000000 Penalty: 5940.061035
	Iteration 272Q: 3 clusters Score -1.872469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 157938 members 
Entering Unmasked Estep 
Score: -18724684.000000 Penalty: 5940.061035
	Iteration 273Q: 3 clusters Score -1.872468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 157947 members 
Entering Unmasked Estep 
Score: -18724684.000000 Penalty: 5940.061035
	Iteration 274Q: 3 clusters Score -1.872468e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 157953 members 
Entering Unmasked Estep 
Score: -18724680.000000 Penalty: 5940.061035
	Iteration 275Q: 3 clusters Score -1.872468e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 157957 members 
Entering Unmasked Estep 
Score: -18724680.000000 Penalty: 5940.061035
	Iteration 276Q: 3 clusters Score -1.872468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 157959 members 
Entering Unmasked Estep 
Score: -18724684.000000 Penalty: 5940.061035
	Iteration 277Q: 3 clusters Score -1.872468e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 157960 members 
Entering Unmasked Estep 
Score: -18724686.000000 Penalty: 5940.061035
	Iteration 278Q: 3 clusters Score -1.872469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 157962 members 
Entering Unmasked Estep 
Score: -18724692.000000 Penalty: 5940.061035
	Iteration 279Q: 3 clusters Score -1.872469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 157963 members 
Entering Unmasked Estep 
Score: -18724692.000000 Penalty: 5940.061035
	Iteration 280F: 3 clusters Score -1.872469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 157964 members 
Entering Unmasked Estep 
Score: -18724692.000000 Penalty: 5940.061035
	Iteration 281Q: 3 clusters Score -1.872469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 157965 members 
Entering Unmasked Estep 
Score: -18724694.000000 Penalty: 5940.061035
	Iteration 282Q: 3 clusters Score -1.872469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 157966 members 
Entering Unmasked Estep 
Score: -18724698.000000 Penalty: 5940.061035
	Iteration 283Q: 3 clusters Score -1.87247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 157968 members 
Entering Unmasked Estep 
Score: -18724698.000000 Penalty: 5940.061035
	Iteration 284Q: 3 clusters Score -1.87247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 157968 members 
Entering Unmasked Estep 
Score: -18724694.000000 Penalty: 5940.061035
	Iteration 285Q: 3 clusters Score -1.872469e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 157968 members 
Entering Unmasked Estep 
Score: -18724694.000000 Penalty: 5940.061035
	Iteration 286F: 3 clusters Score -1.872469e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Entering Unmasked Estep 
Score: -260341.828125 Penalty: 1912.130859
	Iteration 0F: 2 clusters Score -260341.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -257505.640625 Penalty: 3824.261719
	Iteration 0F: 3 clusters Score -257505.6 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -258071.921875 Penalty: 3824.261719
	Iteration 1F: 3 clusters Score -258071.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -258179.296875 Penalty: 3824.261719
	Iteration 2F: 3 clusters Score -258179.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -258238.031250 Penalty: 3824.261719
	Iteration 3Q: 3 clusters Score -258238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -258276.734375 Penalty: 3824.261719
	Iteration 4Q: 3 clusters Score -258276.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -258302.703125 Penalty: 3824.261719
	Iteration 5Q: 3 clusters Score -258302.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -258327.062500 Penalty: 3824.261719
	Iteration 6Q: 3 clusters Score -258327.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -258338.843750 Penalty: 3824.261719
	Iteration 7Q: 3 clusters Score -258338.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -258348.468750 Penalty: 3824.261719
	Iteration 8Q: 3 clusters Score -258348.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -258353.953125 Penalty: 3824.261719
	Iteration 9Q: 3 clusters Score -258354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -258357.000000 Penalty: 3824.261719
	Iteration 10Q: 3 clusters Score -258357 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -258360.500000 Penalty: 3824.261719
	Iteration 11Q: 3 clusters Score -258360.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -258362.875000 Penalty: 3824.261719
	Iteration 12Q: 3 clusters Score -258362.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -258365.734375 Penalty: 3824.261719
	Iteration 13Q: 3 clusters Score -258365.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -258368.000000 Penalty: 3824.261719
	Iteration 14Q: 3 clusters Score -258368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -258369.718750 Penalty: 3824.261719
	Iteration 15Q: 3 clusters Score -258369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -258369.921875 Penalty: 3824.261719
	Iteration 16Q: 3 clusters Score -258369.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -258369.921875 Penalty: 3824.261719
	Iteration 17F: 3 clusters Score -258369.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -48006.191406 Penalty: 1526.404785
	Iteration 0F: 2 clusters Score -48006.19 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 230 members 
Entering Unmasked Estep 
Score: -46496.570312 Penalty: 3052.809570
	Iteration 0F: 3 clusters Score -46496.57 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46660.718750 Penalty: 3052.809570
	Iteration 1F: 3 clusters Score -46660.72 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46699.019531 Penalty: 3052.809570
	Iteration 2Q: 3 clusters Score -46699.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46718.218750 Penalty: 3052.809570
	Iteration 3Q: 3 clusters Score -46718.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46728.019531 Penalty: 3052.809570
	Iteration 4Q: 3 clusters Score -46728.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46733.277344 Penalty: 3052.809570
	Iteration 5Q: 3 clusters Score -46733.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46734.695312 Penalty: 3052.809570
	Iteration 6Q: 3 clusters Score -46734.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -46734.695312 Penalty: 3052.809570
	Iteration 7F: 3 clusters Score -46734.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22836 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Entering Unmasked Estep 
Score: -2322628.250000 Penalty: 2488.951172
	Iteration 0F: 2 clusters Score -2322628 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 11399 members 
Entering Unmasked Estep 
Score: -2306812.500000 Penalty: 4977.902344
	Iteration 0F: 3 clusters Score -2306812 nChanged 10183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -2312423.000000 Penalty: 4977.902344
	Iteration 1F: 3 clusters Score -2312423 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 11234 members 
Entering Unmasked Estep 
Score: -2313034.500000 Penalty: 4977.902344
	Iteration 2F: 3 clusters Score -2313034 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -2313606.000000 Penalty: 4977.902344
	Iteration 3F: 3 clusters Score -2313606 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 10911 members 
Entering Unmasked Estep 
Score: -2314110.250000 Penalty: 4977.902344
	Iteration 4Q: 3 clusters Score -2314110 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2314561.500000 Penalty: 4977.902344
	Iteration 5Q: 3 clusters Score -2314562 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -2314978.500000 Penalty: 4977.902344
	Iteration 6Q: 3 clusters Score -2314978 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2315398.250000 Penalty: 4977.902344
	Iteration 7Q: 3 clusters Score -2315398 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -2315801.500000 Penalty: 4977.902344
	Iteration 8Q: 3 clusters Score -2315802 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -2316203.500000 Penalty: 4977.902344
	Iteration 9Q: 3 clusters Score -2316204 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2316574.500000 Penalty: 4977.902344
	Iteration 10Q: 3 clusters Score -2316574 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -2316918.250000 Penalty: 4977.902344
	Iteration 11Q: 3 clusters Score -2316918 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14426 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -2317255.250000 Penalty: 4977.902344
	Iteration 12Q: 3 clusters Score -2317255 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2317568.750000 Penalty: 4977.902344
	Iteration 13Q: 3 clusters Score -2317569 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 7674 members 
Entering Unmasked Estep 
Score: -2317853.750000 Penalty: 4977.902344
	Iteration 14Q: 3 clusters Score -2317854 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -2318103.500000 Penalty: 4977.902344
	Iteration 15Q: 3 clusters Score -2318104 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2318321.000000 Penalty: 4977.902344
	Iteration 16Q: 3 clusters Score -2318321 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16151 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -2318497.500000 Penalty: 4977.902344
	Iteration 17Q: 3 clusters Score -2318498 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16436 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -2318640.250000 Penalty: 4977.902344
	Iteration 18Q: 3 clusters Score -2318640 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -2318760.000000 Penalty: 4977.902344
	Iteration 19Q: 3 clusters Score -2318760 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2318875.000000 Penalty: 4977.902344
	Iteration 20F: 3 clusters Score -2318875 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -2318986.000000 Penalty: 4977.902344
	Iteration 21Q: 3 clusters Score -2318986 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2319107.750000 Penalty: 4977.902344
	Iteration 22Q: 3 clusters Score -2319108 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -2319204.250000 Penalty: 4977.902344
	Iteration 23Q: 3 clusters Score -2319204 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17973 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2319268.250000 Penalty: 4977.902344
	Iteration 24Q: 3 clusters Score -2319268 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2319338.250000 Penalty: 4977.902344
	Iteration 25Q: 3 clusters Score -2319338 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -2319427.750000 Penalty: 4977.902344
	Iteration 26Q: 3 clusters Score -2319428 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2319490.750000 Penalty: 4977.902344
	Iteration 27Q: 3 clusters Score -2319491 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2319562.000000 Penalty: 4977.902344
	Iteration 28Q: 3 clusters Score -2319562 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -2319627.500000 Penalty: 4977.902344
	Iteration 29Q: 3 clusters Score -2319628 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -2319691.750000 Penalty: 4977.902344
	Iteration 30Q: 3 clusters Score -2319692 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2319763.500000 Penalty: 4977.902344
	Iteration 31Q: 3 clusters Score -2319764 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19608 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2319832.000000 Penalty: 4977.902344
	Iteration 32Q: 3 clusters Score -2319832 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19771 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -2319881.500000 Penalty: 4977.902344
	Iteration 33Q: 3 clusters Score -2319882 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2319939.750000 Penalty: 4977.902344
	Iteration 34Q: 3 clusters Score -2319940 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20087 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -2319992.000000 Penalty: 4977.902344
	Iteration 35Q: 3 clusters Score -2319992 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2320039.500000 Penalty: 4977.902344
	Iteration 36Q: 3 clusters Score -2320040 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20377 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2320088.750000 Penalty: 4977.902344
	Iteration 37Q: 3 clusters Score -2320089 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -2320135.250000 Penalty: 4977.902344
	Iteration 38Q: 3 clusters Score -2320135 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2320184.000000 Penalty: 4977.902344
	Iteration 39Q: 3 clusters Score -2320184 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2320232.500000 Penalty: 4977.902344
	Iteration 40F: 3 clusters Score -2320232 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2320274.500000 Penalty: 4977.902344
	Iteration 41Q: 3 clusters Score -2320274 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -2320313.000000 Penalty: 4977.902344
	Iteration 42Q: 3 clusters Score -2320313 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2320341.750000 Penalty: 4977.902344
	Iteration 43Q: 3 clusters Score -2320342 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21101 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2320372.250000 Penalty: 4977.902344
	Iteration 44Q: 3 clusters Score -2320372 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2320389.750000 Penalty: 4977.902344
	Iteration 45Q: 3 clusters Score -2320390 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2320418.250000 Penalty: 4977.902344
	Iteration 46Q: 3 clusters Score -2320418 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2320441.000000 Penalty: 4977.902344
	Iteration 47Q: 3 clusters Score -2320441 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2320473.750000 Penalty: 4977.902344
	Iteration 48Q: 3 clusters Score -2320474 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2320509.000000 Penalty: 4977.902344
	Iteration 49Q: 3 clusters Score -2320509 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2320530.750000 Penalty: 4977.902344
	Iteration 50Q: 3 clusters Score -2320531 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -2320552.000000 Penalty: 4977.902344
	Iteration 51Q: 3 clusters Score -2320552 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2320569.000000 Penalty: 4977.902344
	Iteration 52Q: 3 clusters Score -2320569 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2320579.250000 Penalty: 4977.902344
	Iteration 53Q: 3 clusters Score -2320579 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -2320590.000000 Penalty: 4977.902344
	Iteration 54Q: 3 clusters Score -2320590 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21616 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2320592.000000 Penalty: 4977.902344
	Iteration 55Q: 3 clusters Score -2320592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2320598.250000 Penalty: 4977.902344
	Iteration 56Q: 3 clusters Score -2320598 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -2320597.250000 Penalty: 4977.902344
	Iteration 57Q: 3 clusters Score -2320597 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2320601.000000 Penalty: 4977.902344
	Iteration 58Q: 3 clusters Score -2320601 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2320600.500000 Penalty: 4977.902344
	Iteration 59Q: 3 clusters Score -2320600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2320604.250000 Penalty: 4977.902344
	Iteration 60F: 3 clusters Score -2320604 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21692 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2320607.000000 Penalty: 4977.902344
	Iteration 61Q: 3 clusters Score -2320607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2320611.750000 Penalty: 4977.902344
	Iteration 62Q: 3 clusters Score -2320612 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2320621.250000 Penalty: 4977.902344
	Iteration 63Q: 3 clusters Score -2320621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21734 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2320624.250000 Penalty: 4977.902344
	Iteration 64Q: 3 clusters Score -2320624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21746 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2320626.000000 Penalty: 4977.902344
	Iteration 65Q: 3 clusters Score -2320626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2320632.500000 Penalty: 4977.902344
	Iteration 66Q: 3 clusters Score -2320632 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2320632.750000 Penalty: 4977.902344
	Iteration 67Q: 3 clusters Score -2320633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21780 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2320641.250000 Penalty: 4977.902344
	Iteration 68Q: 3 clusters Score -2320641 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21787 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -2320638.500000 Penalty: 4977.902344
	Iteration 69Q: 3 clusters Score -2320638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2320639.500000 Penalty: 4977.902344
	Iteration 70Q: 3 clusters Score -2320640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21796 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2320645.250000 Penalty: 4977.902344
	Iteration 71Q: 3 clusters Score -2320645 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21801 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2320642.750000 Penalty: 4977.902344
	Iteration 72Q: 3 clusters Score -2320643 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2320650.500000 Penalty: 4977.902344
	Iteration 73Q: 3 clusters Score -2320650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -2320649.250000 Penalty: 4977.902344
	Iteration 74Q: 3 clusters Score -2320649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21813 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2320648.750000 Penalty: 4977.902344
	Iteration 75Q: 3 clusters Score -2320649 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21814 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2320653.000000 Penalty: 4977.902344
	Iteration 76Q: 3 clusters Score -2320653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21816 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2320654.750000 Penalty: 4977.902344
	Iteration 77Q: 3 clusters Score -2320655 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21817 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2320654.000000 Penalty: 4977.902344
	Iteration 78Q: 3 clusters Score -2320654 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -2320653.250000 Penalty: 4977.902344
	Iteration 79Q: 3 clusters Score -2320653 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2320655.250000 Penalty: 4977.902344
	Iteration 80F: 3 clusters Score -2320655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21824 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -2320655.000000 Penalty: 4977.902344
	Iteration 81Q: 3 clusters Score -2320655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2320657.000000 Penalty: 4977.902344
	Iteration 82Q: 3 clusters Score -2320657 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21827 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2320660.000000 Penalty: 4977.902344
	Iteration 83Q: 3 clusters Score -2320660 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2320658.250000 Penalty: 4977.902344
	Iteration 84Q: 3 clusters Score -2320658 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21828 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2320658.250000 Penalty: 4977.902344
	Iteration 85F: 3 clusters Score -2320658 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (291226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291226 members 
Entering Unmasked Estep 
Score: -34203308.000000 Penalty: 3120.300049
	Iteration 0F: 2 clusters Score -3.420331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145793 members 
Mstep: Class 2 contains 145433 members 
Entering Unmasked Estep 
Score: -34012804.000000 Penalty: 6240.600098
	Iteration 0F: 3 clusters Score -3.40128e+07 nChanged 140750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149275 members 
Mstep: Class 2 contains 141951 members 
Entering Unmasked Estep 
Score: -34096640.000000 Penalty: 6240.600098
	Iteration 1F: 3 clusters Score -3.409664e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151340 members 
Mstep: Class 2 contains 139886 members 
Entering Unmasked Estep 
Score: -34098460.000000 Penalty: 6240.600098
	Iteration 2Q: 3 clusters Score -3.409846e+07 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154494 members 
Mstep: Class 2 contains 136732 members 
Entering Unmasked Estep 
Score: -34100712.000000 Penalty: 6240.600098
	Iteration 3Q: 3 clusters Score -3.410071e+07 nChanged 9962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159204 members 
Mstep: Class 2 contains 132022 members 
Entering Unmasked Estep 
Score: -34103924.000000 Penalty: 6240.600098
	Iteration 4Q: 3 clusters Score -3.410392e+07 nChanged 11857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165885 members 
Mstep: Class 2 contains 125341 members 
Entering Unmasked Estep 
Score: -34108872.000000 Penalty: 6240.600098
	Iteration 5Q: 3 clusters Score -3.410887e+07 nChanged 14134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174853 members 
Mstep: Class 2 contains 116373 members 
Entering Unmasked Estep 
Score: -34116604.000000 Penalty: 6240.600098
	Iteration 6Q: 3 clusters Score -3.41166e+07 nChanged 16542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185429 members 
Mstep: Class 2 contains 105797 members 
Entering Unmasked Estep 
Score: -34127228.000000 Penalty: 6240.600098
	Iteration 7F: 3 clusters Score -3.412723e+07 nChanged 17929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196154 members 
Mstep: Class 2 contains 95072 members 
Entering Unmasked Estep 
Score: -34140088.000000 Penalty: 6240.600098
	Iteration 8F: 3 clusters Score -3.414009e+07 nChanged 17563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204253 members 
Mstep: Class 2 contains 86973 members 
Entering Unmasked Estep 
Score: -34152540.000000 Penalty: 6240.600098
	Iteration 9F: 3 clusters Score -3.415254e+07 nChanged 15318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208887 members 
Mstep: Class 2 contains 82339 members 
Entering Unmasked Estep 
Score: -34161340.000000 Penalty: 6240.600098
	Iteration 10F: 3 clusters Score -3.416134e+07 nChanged 11580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210851 members 
Mstep: Class 2 contains 80375 members 
Entering Unmasked Estep 
Score: -34165688.000000 Penalty: 6240.600098
	Iteration 11Q: 3 clusters Score -3.416569e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211740 members 
Mstep: Class 2 contains 79486 members 
Entering Unmasked Estep 
Score: -34167404.000000 Penalty: 6240.600098
	Iteration 12Q: 3 clusters Score -3.41674e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212341 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -34167976.000000 Penalty: 6240.600098
	Iteration 13Q: 3 clusters Score -3.416798e+07 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212797 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -34168564.000000 Penalty: 6240.600098
	Iteration 14Q: 3 clusters Score -3.416856e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213160 members 
Mstep: Class 2 contains 78066 members 
Entering Unmasked Estep 
Score: -34168812.000000 Penalty: 6240.600098
	Iteration 15Q: 3 clusters Score -3.416881e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213504 members 
Mstep: Class 2 contains 77722 members 
Entering Unmasked Estep 
Score: -34169136.000000 Penalty: 6240.600098
	Iteration 16Q: 3 clusters Score -3.416914e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213890 members 
Mstep: Class 2 contains 77336 members 
Entering Unmasked Estep 
Score: -34169580.000000 Penalty: 6240.600098
	Iteration 17Q: 3 clusters Score -3.416958e+07 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214241 members 
Mstep: Class 2 contains 76985 members 
Entering Unmasked Estep 
Score: -34169812.000000 Penalty: 6240.600098
	Iteration 18Q: 3 clusters Score -3.416981e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214544 members 
Mstep: Class 2 contains 76682 members 
Entering Unmasked Estep 
Score: -34170084.000000 Penalty: 6240.600098
	Iteration 19Q: 3 clusters Score -3.417008e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214741 members 
Mstep: Class 2 contains 76485 members 
Entering Unmasked Estep 
Score: -34170392.000000 Penalty: 6240.600098
	Iteration 20F: 3 clusters Score -3.417039e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214949 members 
Mstep: Class 2 contains 76277 members 
Entering Unmasked Estep 
Score: -34170736.000000 Penalty: 6240.600098
	Iteration 21Q: 3 clusters Score -3.417074e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215161 members 
Mstep: Class 2 contains 76065 members 
Entering Unmasked Estep 
Score: -34171020.000000 Penalty: 6240.600098
	Iteration 22Q: 3 clusters Score -3.417102e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215460 members 
Mstep: Class 2 contains 75766 members 
Entering Unmasked Estep 
Score: -34171200.000000 Penalty: 6240.600098
	Iteration 23Q: 3 clusters Score -3.41712e+07 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215775 members 
Mstep: Class 2 contains 75451 members 
Entering Unmasked Estep 
Score: -34171396.000000 Penalty: 6240.600098
	Iteration 24Q: 3 clusters Score -3.41714e+07 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216087 members 
Mstep: Class 2 contains 75139 members 
Entering Unmasked Estep 
Score: -34171752.000000 Penalty: 6240.600098
	Iteration 25Q: 3 clusters Score -3.417175e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216444 members 
Mstep: Class 2 contains 74782 members 
Entering Unmasked Estep 
Score: -34172004.000000 Penalty: 6240.600098
	Iteration 26Q: 3 clusters Score -3.4172e+07 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216864 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -34172200.000000 Penalty: 6240.600098
	Iteration 27Q: 3 clusters Score -3.41722e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217254 members 
Mstep: Class 2 contains 73972 members 
Entering Unmasked Estep 
Score: -34172140.000000 Penalty: 6240.600098
	Iteration 28Q: 3 clusters Score -3.417214e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217626 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -34172432.000000 Penalty: 6240.600098
	Iteration 29Q: 3 clusters Score -3.417243e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218049 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -34172596.000000 Penalty: 6240.600098
	Iteration 30Q: 3 clusters Score -3.41726e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218490 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -34172812.000000 Penalty: 6240.600098
	Iteration 31Q: 3 clusters Score -3.417281e+07 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218917 members 
Mstep: Class 2 contains 72309 members 
Entering Unmasked Estep 
Score: -34173004.000000 Penalty: 6240.600098
	Iteration 32Q: 3 clusters Score -3.4173e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219342 members 
Mstep: Class 2 contains 71884 members 
Entering Unmasked Estep 
Score: -34173304.000000 Penalty: 6240.600098
	Iteration 33Q: 3 clusters Score -3.41733e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219759 members 
Mstep: Class 2 contains 71467 members 
Entering Unmasked Estep 
Score: -34173452.000000 Penalty: 6240.600098
	Iteration 34Q: 3 clusters Score -3.417345e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220218 members 
Mstep: Class 2 contains 71008 members 
Entering Unmasked Estep 
Score: -34173620.000000 Penalty: 6240.600098
	Iteration 35Q: 3 clusters Score -3.417362e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220678 members 
Mstep: Class 2 contains 70548 members 
Entering Unmasked Estep 
Score: -34173848.000000 Penalty: 6240.600098
	Iteration 36Q: 3 clusters Score -3.417385e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221169 members 
Mstep: Class 2 contains 70057 members 
Entering Unmasked Estep 
Score: -34174056.000000 Penalty: 6240.600098
	Iteration 37Q: 3 clusters Score -3.417406e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221646 members 
Mstep: Class 2 contains 69580 members 
Entering Unmasked Estep 
Score: -34174248.000000 Penalty: 6240.600098
	Iteration 38Q: 3 clusters Score -3.417425e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222173 members 
Mstep: Class 2 contains 69053 members 
Entering Unmasked Estep 
Score: -34174420.000000 Penalty: 6240.600098
	Iteration 39Q: 3 clusters Score -3.417442e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222750 members 
Mstep: Class 2 contains 68476 members 
Entering Unmasked Estep 
Score: -34174592.000000 Penalty: 6240.600098
	Iteration 40F: 3 clusters Score -3.417459e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223370 members 
Mstep: Class 2 contains 67856 members 
Entering Unmasked Estep 
Score: -34174848.000000 Penalty: 6240.600098
	Iteration 41Q: 3 clusters Score -3.417485e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223991 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -34174980.000000 Penalty: 6240.600098
	Iteration 42Q: 3 clusters Score -3.417498e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224576 members 
Mstep: Class 2 contains 66650 members 
Entering Unmasked Estep 
Score: -34175076.000000 Penalty: 6240.600098
	Iteration 43Q: 3 clusters Score -3.417508e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225183 members 
Mstep: Class 2 contains 66043 members 
Entering Unmasked Estep 
Score: -34175172.000000 Penalty: 6240.600098
	Iteration 44Q: 3 clusters Score -3.417517e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225803 members 
Mstep: Class 2 contains 65423 members 
Entering Unmasked Estep 
Score: -34175340.000000 Penalty: 6240.600098
	Iteration 45Q: 3 clusters Score -3.417534e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226441 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -34175528.000000 Penalty: 6240.600098
	Iteration 46Q: 3 clusters Score -3.417553e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227132 members 
Mstep: Class 2 contains 64094 members 
Entering Unmasked Estep 
Score: -34175752.000000 Penalty: 6240.600098
	Iteration 47Q: 3 clusters Score -3.417575e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227889 members 
Mstep: Class 2 contains 63337 members 
Entering Unmasked Estep 
Score: -34175924.000000 Penalty: 6240.600098
	Iteration 48Q: 3 clusters Score -3.417592e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228674 members 
Mstep: Class 2 contains 62552 members 
Entering Unmasked Estep 
Score: -34176108.000000 Penalty: 6240.600098
	Iteration 49Q: 3 clusters Score -3.417611e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229477 members 
Mstep: Class 2 contains 61749 members 
Entering Unmasked Estep 
Score: -34176272.000000 Penalty: 6240.600098
	Iteration 50Q: 3 clusters Score -3.417627e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230304 members 
Mstep: Class 2 contains 60922 members 
Entering Unmasked Estep 
Score: -34176528.000000 Penalty: 6240.600098
	Iteration 51Q: 3 clusters Score -3.417653e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231124 members 
Mstep: Class 2 contains 60102 members 
Entering Unmasked Estep 
Score: -34176744.000000 Penalty: 6240.600098
	Iteration 52Q: 3 clusters Score -3.417674e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231985 members 
Mstep: Class 2 contains 59241 members 
Entering Unmasked Estep 
Score: -34177012.000000 Penalty: 6240.600098
	Iteration 53Q: 3 clusters Score -3.417701e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232886 members 
Mstep: Class 2 contains 58340 members 
Entering Unmasked Estep 
Score: -34177316.000000 Penalty: 6240.600098
	Iteration 54Q: 3 clusters Score -3.417732e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233863 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -34177516.000000 Penalty: 6240.600098
	Iteration 55Q: 3 clusters Score -3.417752e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234952 members 
Mstep: Class 2 contains 56274 members 
Entering Unmasked Estep 
Score: -34177780.000000 Penalty: 6240.600098
	Iteration 56Q: 3 clusters Score -3.417778e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236083 members 
Mstep: Class 2 contains 55143 members 
Entering Unmasked Estep 
Score: -34178140.000000 Penalty: 6240.600098
	Iteration 57Q: 3 clusters Score -3.417814e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237336 members 
Mstep: Class 2 contains 53890 members 
Entering Unmasked Estep 
Score: -34178360.000000 Penalty: 6240.600098
	Iteration 58Q: 3 clusters Score -3.417836e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238691 members 
Mstep: Class 2 contains 52535 members 
Entering Unmasked Estep 
Score: -34178704.000000 Penalty: 6240.600098
	Iteration 59Q: 3 clusters Score -3.41787e+07 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240079 members 
Mstep: Class 2 contains 51147 members 
Entering Unmasked Estep 
Score: -34179048.000000 Penalty: 6240.600098
	Iteration 60F: 3 clusters Score -3.417905e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241497 members 
Mstep: Class 2 contains 49729 members 
Entering Unmasked Estep 
Score: -34179520.000000 Penalty: 6240.600098
	Iteration 61Q: 3 clusters Score -3.417952e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243076 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -34179944.000000 Penalty: 6240.600098
	Iteration 62Q: 3 clusters Score -3.417994e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244740 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -34180480.000000 Penalty: 6240.600098
	Iteration 63Q: 3 clusters Score -3.418048e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246508 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -34180888.000000 Penalty: 6240.600098
	Iteration 64Q: 3 clusters Score -3.418089e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248319 members 
Mstep: Class 2 contains 42907 members 
Entering Unmasked Estep 
Score: -34181536.000000 Penalty: 6240.600098
	Iteration 65Q: 3 clusters Score -3.418154e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250211 members 
Mstep: Class 2 contains 41015 members 
Entering Unmasked Estep 
Score: -34182160.000000 Penalty: 6240.600098
	Iteration 66Q: 3 clusters Score -3.418216e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252200 members 
Mstep: Class 2 contains 39026 members 
Entering Unmasked Estep 
Score: -34182856.000000 Penalty: 6240.600098
	Iteration 67Q: 3 clusters Score -3.418286e+07 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254222 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -34183468.000000 Penalty: 6240.600098
	Iteration 68Q: 3 clusters Score -3.418347e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256292 members 
Mstep: Class 2 contains 34934 members 
Entering Unmasked Estep 
Score: -34184072.000000 Penalty: 6240.600098
	Iteration 69Q: 3 clusters Score -3.418407e+07 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258358 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -34184924.000000 Penalty: 6240.600098
	Iteration 70Q: 3 clusters Score -3.418492e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260465 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -34185732.000000 Penalty: 6240.600098
	Iteration 71Q: 3 clusters Score -3.418573e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262584 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -34186648.000000 Penalty: 6240.600098
	Iteration 72Q: 3 clusters Score -3.418665e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264744 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -34187420.000000 Penalty: 6240.600098
	Iteration 73Q: 3 clusters Score -3.418742e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266868 members 
Mstep: Class 2 contains 24358 members 
Entering Unmasked Estep 
Score: -34188284.000000 Penalty: 6240.600098
	Iteration 74Q: 3 clusters Score -3.418828e+07 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269055 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -34189284.000000 Penalty: 6240.600098
	Iteration 75Q: 3 clusters Score -3.418928e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271232 members 
Mstep: Class 2 contains 19994 members 
Entering Unmasked Estep 
Score: -34190252.000000 Penalty: 6240.600098
	Iteration 76Q: 3 clusters Score -3.419025e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273355 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -34191336.000000 Penalty: 6240.600098
	Iteration 77Q: 3 clusters Score -3.419134e+07 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275419 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -34192580.000000 Penalty: 6240.600098
	Iteration 78Q: 3 clusters Score -3.419258e+07 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277397 members 
Mstep: Class 2 contains 13829 members 
Entering Unmasked Estep 
Score: -34193932.000000 Penalty: 6240.600098
	Iteration 79Q: 3 clusters Score -3.419393e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279175 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -34194732.000000 Penalty: 6240.600098
	Iteration 80F: 3 clusters Score -3.419473e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280815 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -34195608.000000 Penalty: 6240.600098
	Iteration 81Q: 3 clusters Score -3.419561e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282296 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -34196352.000000 Penalty: 6240.600098
	Iteration 82Q: 3 clusters Score -3.419635e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283606 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -34196976.000000 Penalty: 6240.600098
	Iteration 83Q: 3 clusters Score -3.419698e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284724 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -34197564.000000 Penalty: 6240.600098
	Iteration 84Q: 3 clusters Score -3.419756e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285657 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -34198084.000000 Penalty: 6240.600098
	Iteration 85Q: 3 clusters Score -3.419808e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286486 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -34198540.000000 Penalty: 6240.600098
	Iteration 86Q: 3 clusters Score -3.419854e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287175 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -34198892.000000 Penalty: 6240.600098
	Iteration 87Q: 3 clusters Score -3.419889e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287752 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -34199216.000000 Penalty: 6240.600098
	Iteration 88Q: 3 clusters Score -3.419922e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288220 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -34199484.000000 Penalty: 6240.600098
	Iteration 89Q: 3 clusters Score -3.419948e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288609 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -34199772.000000 Penalty: 6240.600098
	Iteration 90Q: 3 clusters Score -3.419977e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288902 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -34200028.000000 Penalty: 6240.600098
	Iteration 91Q: 3 clusters Score -3.420003e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289116 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -34200156.000000 Penalty: 6240.600098
	Iteration 92Q: 3 clusters Score -3.420016e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289279 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -34200276.000000 Penalty: 6240.600098
	Iteration 93Q: 3 clusters Score -3.420028e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289418 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -34200344.000000 Penalty: 6240.600098
	Iteration 94Q: 3 clusters Score -3.420034e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289525 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -34200408.000000 Penalty: 6240.600098
	Iteration 95Q: 3 clusters Score -3.420041e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289613 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -34200468.000000 Penalty: 6240.600098
	Iteration 96Q: 3 clusters Score -3.420047e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289676 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -34200500.000000 Penalty: 6240.600098
	Iteration 97Q: 3 clusters Score -3.42005e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289726 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -34200524.000000 Penalty: 6240.600098
	Iteration 98Q: 3 clusters Score -3.420052e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289765 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -34200560.000000 Penalty: 6240.600098
	Iteration 99Q: 3 clusters Score -3.420056e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289796 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -34200556.000000 Penalty: 6240.600098
	Iteration 100F: 3 clusters Score -3.420056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289829 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -34200560.000000 Penalty: 6240.600098
	Iteration 101Q: 3 clusters Score -3.420056e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289850 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -34200580.000000 Penalty: 6240.600098
	Iteration 102Q: 3 clusters Score -3.420058e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289876 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -34200616.000000 Penalty: 6240.600098
	Iteration 103Q: 3 clusters Score -3.420062e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289902 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -34200632.000000 Penalty: 6240.600098
	Iteration 104Q: 3 clusters Score -3.420063e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289915 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -34200620.000000 Penalty: 6240.600098
	Iteration 105Q: 3 clusters Score -3.420062e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289937 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -34200648.000000 Penalty: 6240.600098
	Iteration 106Q: 3 clusters Score -3.420065e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289958 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -34200664.000000 Penalty: 6240.600098
	Iteration 107Q: 3 clusters Score -3.420066e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289969 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -34200656.000000 Penalty: 6240.600098
	Iteration 108Q: 3 clusters Score -3.420066e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289991 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -34200684.000000 Penalty: 6240.600098
	Iteration 109Q: 3 clusters Score -3.420068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290001 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -34200688.000000 Penalty: 6240.600098
	Iteration 110Q: 3 clusters Score -3.420069e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290011 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -34200716.000000 Penalty: 6240.600098
	Iteration 111Q: 3 clusters Score -3.420072e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290023 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -34200728.000000 Penalty: 6240.600098
	Iteration 112Q: 3 clusters Score -3.420073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290036 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -34200744.000000 Penalty: 6240.600098
	Iteration 113Q: 3 clusters Score -3.420074e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290044 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -34200740.000000 Penalty: 6240.600098
	Iteration 114Q: 3 clusters Score -3.420074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290055 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -34200728.000000 Penalty: 6240.600098
	Iteration 115Q: 3 clusters Score -3.420073e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290068 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -34200752.000000 Penalty: 6240.600098
	Iteration 116Q: 3 clusters Score -3.420075e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290071 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -34200744.000000 Penalty: 6240.600098
	Iteration 117Q: 3 clusters Score -3.420074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290074 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -34200752.000000 Penalty: 6240.600098
	Iteration 118Q: 3 clusters Score -3.420075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290074 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -34200752.000000 Penalty: 6240.600098
	Iteration 119F: 3 clusters Score -3.420075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1841 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Entering Unmasked Estep 
Score: -145950.281250 Penalty: 1864.479858
	Iteration 0F: 2 clusters Score -145950.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -143460.187500 Penalty: 3728.959717
	Iteration 0F: 3 clusters Score -143460.2 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -143994.046875 Penalty: 3728.959717
	Iteration 1F: 3 clusters Score -143994 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -144191.890625 Penalty: 3728.959717
	Iteration 2F: 3 clusters Score -144191.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -144274.062500 Penalty: 3728.959717
	Iteration 3Q: 3 clusters Score -144274.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -144328.250000 Penalty: 3728.959717
	Iteration 4Q: 3 clusters Score -144328.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -144373.375000 Penalty: 3728.959717
	Iteration 5Q: 3 clusters Score -144373.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -144424.765625 Penalty: 3728.959717
	Iteration 6Q: 3 clusters Score -144424.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -144455.531250 Penalty: 3728.959717
	Iteration 7Q: 3 clusters Score -144455.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -144490.281250 Penalty: 3728.959717
	Iteration 8Q: 3 clusters Score -144490.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -144525.984375 Penalty: 3728.959717
	Iteration 9Q: 3 clusters Score -144526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -144548.796875 Penalty: 3728.959717
	Iteration 10Q: 3 clusters Score -144548.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -144565.156250 Penalty: 3728.959717
	Iteration 11Q: 3 clusters Score -144565.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -144576.468750 Penalty: 3728.959717
	Iteration 12Q: 3 clusters Score -144576.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -144590.187500 Penalty: 3728.959717
	Iteration 13Q: 3 clusters Score -144590.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -144598.343750 Penalty: 3728.959717
	Iteration 14Q: 3 clusters Score -144598.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -144601.734375 Penalty: 3728.959717
	Iteration 15Q: 3 clusters Score -144601.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -144606.109375 Penalty: 3728.959717
	Iteration 16Q: 3 clusters Score -144606.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -144610.140625 Penalty: 3728.959717
	Iteration 17Q: 3 clusters Score -144610.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -144613.937500 Penalty: 3728.959717
	Iteration 18Q: 3 clusters Score -144613.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -144613.937500 Penalty: 3728.959717
	Iteration 19F: 3 clusters Score -144613.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (20832 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20832 members 
Entering Unmasked Estep 
Score: -2496468.500000 Penalty: 2466.172852
	Iteration 0F: 2 clusters Score -2496468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 10417 members 
Entering Unmasked Estep 
Score: -2481771.500000 Penalty: 4932.345703
	Iteration 0F: 3 clusters Score -2481772 nChanged 9205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2486799.500000 Penalty: 4932.345703
	Iteration 1F: 3 clusters Score -2486800 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2487268.500000 Penalty: 4932.345703
	Iteration 2F: 3 clusters Score -2487268 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10883 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -2487775.750000 Penalty: 4932.345703
	Iteration 3F: 3 clusters Score -2487776 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -2488296.750000 Penalty: 4932.345703
	Iteration 4F: 3 clusters Score -2488297 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2488884.500000 Penalty: 4932.345703
	Iteration 5F: 3 clusters Score -2488884 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Mstep: Class 2 contains 8747 members 
Entering Unmasked Estep 
Score: -2489556.000000 Penalty: 4932.345703
	Iteration 6F: 3 clusters Score -2489556 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2490320.500000 Penalty: 4932.345703
	Iteration 7F: 3 clusters Score -2490320 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -2491164.250000 Penalty: 4932.345703
	Iteration 8F: 3 clusters Score -2491164 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -2491949.250000 Penalty: 4932.345703
	Iteration 9F: 3 clusters Score -2491949 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14210 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -2492475.250000 Penalty: 4932.345703
	Iteration 10Q: 3 clusters Score -2492475 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -2492744.750000 Penalty: 4932.345703
	Iteration 11Q: 3 clusters Score -2492745 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -2492935.750000 Penalty: 4932.345703
	Iteration 12Q: 3 clusters Score -2492936 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -2493066.750000 Penalty: 4932.345703
	Iteration 13Q: 3 clusters Score -2493067 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2493181.750000 Penalty: 4932.345703
	Iteration 14Q: 3 clusters Score -2493182 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2493284.000000 Penalty: 4932.345703
	Iteration 15Q: 3 clusters Score -2493284 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -2493387.500000 Penalty: 4932.345703
	Iteration 16Q: 3 clusters Score -2493388 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2493461.250000 Penalty: 4932.345703
	Iteration 17Q: 3 clusters Score -2493461 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -2493525.750000 Penalty: 4932.345703
	Iteration 18Q: 3 clusters Score -2493526 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -2493580.750000 Penalty: 4932.345703
	Iteration 19Q: 3 clusters Score -2493581 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16577 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -2493635.250000 Penalty: 4932.345703
	Iteration 20F: 3 clusters Score -2493635 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -2493697.250000 Penalty: 4932.345703
	Iteration 21Q: 3 clusters Score -2493697 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -2493761.250000 Penalty: 4932.345703
	Iteration 22Q: 3 clusters Score -2493761 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -2493831.750000 Penalty: 4932.345703
	Iteration 23Q: 3 clusters Score -2493832 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -2493884.750000 Penalty: 4932.345703
	Iteration 24Q: 3 clusters Score -2493885 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -2493951.250000 Penalty: 4932.345703
	Iteration 25Q: 3 clusters Score -2493951 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -2494030.250000 Penalty: 4932.345703
	Iteration 26Q: 3 clusters Score -2494030 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17719 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -2494084.000000 Penalty: 4932.345703
	Iteration 27Q: 3 clusters Score -2494084 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -2494157.500000 Penalty: 4932.345703
	Iteration 28Q: 3 clusters Score -2494158 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -2494217.250000 Penalty: 4932.345703
	Iteration 29Q: 3 clusters Score -2494217 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2494265.750000 Penalty: 4932.345703
	Iteration 30Q: 3 clusters Score -2494266 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18251 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -2494301.750000 Penalty: 4932.345703
	Iteration 31Q: 3 clusters Score -2494302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -2494336.000000 Penalty: 4932.345703
	Iteration 32Q: 3 clusters Score -2494336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2494374.500000 Penalty: 4932.345703
	Iteration 33Q: 3 clusters Score -2494374 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2494395.500000 Penalty: 4932.345703
	Iteration 34Q: 3 clusters Score -2494396 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -2494424.250000 Penalty: 4932.345703
	Iteration 35Q: 3 clusters Score -2494424 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2494448.500000 Penalty: 4932.345703
	Iteration 36Q: 3 clusters Score -2494448 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -2494467.500000 Penalty: 4932.345703
	Iteration 37Q: 3 clusters Score -2494468 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -2494470.500000 Penalty: 4932.345703
	Iteration 38Q: 3 clusters Score -2494470 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2494477.750000 Penalty: 4932.345703
	Iteration 39Q: 3 clusters Score -2494478 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2494483.000000 Penalty: 4932.345703
	Iteration 40F: 3 clusters Score -2494483 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2494489.000000 Penalty: 4932.345703
	Iteration 41Q: 3 clusters Score -2494489 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2494500.500000 Penalty: 4932.345703
	Iteration 42Q: 3 clusters Score -2494500 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2494509.000000 Penalty: 4932.345703
	Iteration 43Q: 3 clusters Score -2494509 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -2494510.250000 Penalty: 4932.345703
	Iteration 44Q: 3 clusters Score -2494510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18905 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -2494515.500000 Penalty: 4932.345703
	Iteration 45Q: 3 clusters Score -2494516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -2494525.250000 Penalty: 4932.345703
	Iteration 46Q: 3 clusters Score -2494525 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2494535.250000 Penalty: 4932.345703
	Iteration 47Q: 3 clusters Score -2494535 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18967 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2494539.750000 Penalty: 4932.345703
	Iteration 48Q: 3 clusters Score -2494540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -2494549.250000 Penalty: 4932.345703
	Iteration 49Q: 3 clusters Score -2494549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -2494551.000000 Penalty: 4932.345703
	Iteration 50Q: 3 clusters Score -2494551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -2494555.250000 Penalty: 4932.345703
	Iteration 51Q: 3 clusters Score -2494555 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2494556.750000 Penalty: 4932.345703
	Iteration 52Q: 3 clusters Score -2494557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -2494548.000000 Penalty: 4932.345703
	Iteration 53Q: 3 clusters Score -2494548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19030 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2494552.000000 Penalty: 4932.345703
	Iteration 54Q: 3 clusters Score -2494552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2494554.000000 Penalty: 4932.345703
	Iteration 55Q: 3 clusters Score -2494554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19038 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2494553.500000 Penalty: 4932.345703
	Iteration 56Q: 3 clusters Score -2494554 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -2494557.000000 Penalty: 4932.345703
	Iteration 57Q: 3 clusters Score -2494557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2494560.000000 Penalty: 4932.345703
	Iteration 58Q: 3 clusters Score -2494560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -2494561.750000 Penalty: 4932.345703
	Iteration 59Q: 3 clusters Score -2494562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -2494560.750000 Penalty: 4932.345703
	Iteration 60F: 3 clusters Score -2494561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -2494559.500000 Penalty: 4932.345703
	Iteration 61Q: 3 clusters Score -2494560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2494559.500000 Penalty: 4932.345703
	Iteration 62Q: 3 clusters Score -2494560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2494564.000000 Penalty: 4932.345703
	Iteration 63Q: 3 clusters Score -2494564 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -2494564.000000 Penalty: 4932.345703
	Iteration 64F: 3 clusters Score -2494564 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -166328.890625 Penalty: 1887.736938
	Iteration 0F: 2 clusters Score -166328.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -163746.531250 Penalty: 3775.473877
	Iteration 0F: 3 clusters Score -163746.5 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -164275.984375 Penalty: 3775.473877
	Iteration 1F: 3 clusters Score -164276 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -164435.187500 Penalty: 3775.473877
	Iteration 2F: 3 clusters Score -164435.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -164527.125000 Penalty: 3775.473877
	Iteration 3Q: 3 clusters Score -164527.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -164601.000000 Penalty: 3775.473877
	Iteration 4Q: 3 clusters Score -164601 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -164668.953125 Penalty: 3775.473877
	Iteration 5Q: 3 clusters Score -164669 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -164742.953125 Penalty: 3775.473877
	Iteration 6Q: 3 clusters Score -164743 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -164788.578125 Penalty: 3775.473877
	Iteration 7Q: 3 clusters Score -164788.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -164817.406250 Penalty: 3775.473877
	Iteration 8Q: 3 clusters Score -164817.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -164841.296875 Penalty: 3775.473877
	Iteration 9Q: 3 clusters Score -164841.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -164858.078125 Penalty: 3775.473877
	Iteration 10Q: 3 clusters Score -164858.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -164867.281250 Penalty: 3775.473877
	Iteration 11Q: 3 clusters Score -164867.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -164874.265625 Penalty: 3775.473877
	Iteration 12Q: 3 clusters Score -164874.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -164883.484375 Penalty: 3775.473877
	Iteration 13Q: 3 clusters Score -164883.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -164889.750000 Penalty: 3775.473877
	Iteration 14Q: 3 clusters Score -164889.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -164898.390625 Penalty: 3775.473877
	Iteration 15Q: 3 clusters Score -164898.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -164901.625000 Penalty: 3775.473877
	Iteration 16Q: 3 clusters Score -164901.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -164906.546875 Penalty: 3775.473877
	Iteration 17Q: 3 clusters Score -164906.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -164911.531250 Penalty: 3775.473877
	Iteration 18Q: 3 clusters Score -164911.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -164912.484375 Penalty: 3775.473877
	Iteration 19Q: 3 clusters Score -164912.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -164912.484375 Penalty: 3775.473877
	Iteration 20F: 3 clusters Score -164912.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -266702.937500 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -266702.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -263760.250000 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -263760.2 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -264340.593750 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -264340.6 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -264485.562500 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -264485.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -264569.093750 Penalty: 3891.908691
	Iteration 3Q: 3 clusters Score -264569.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -264637.875000 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -264637.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -264688.343750 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -264688.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -264736.062500 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -264736.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -264768.468750 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -264768.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -264791.375000 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -264791.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -264809.656250 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -264809.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -264833.656250 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -264833.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -264857.531250 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -264857.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -264882.718750 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -264882.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -264904.406250 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -264904.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -264926.687500 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -264926.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -264957.562500 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -264957.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -264992.843750 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -264992.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -265025.000000 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -265025 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -265051.718750 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -265051.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -265077.625000 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -265077.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -265102.656250 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -265102.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -265127.031250 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -265127 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -265153.500000 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -265153.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -265171.812500 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -265171.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -265181.687500 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -265181.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -265189.437500 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -265189.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -265196.093750 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -265196.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -265200.468750 Penalty: 3891.908691
	Iteration 27Q: 3 clusters Score -265200.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -265206.343750 Penalty: 3891.908691
	Iteration 28Q: 3 clusters Score -265206.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -265209.437500 Penalty: 3891.908691
	Iteration 29Q: 3 clusters Score -265209.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -265211.375000 Penalty: 3891.908691
	Iteration 30Q: 3 clusters Score -265211.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -265211.593750 Penalty: 3891.908691
	Iteration 31Q: 3 clusters Score -265211.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -265212.625000 Penalty: 3891.908691
	Iteration 32Q: 3 clusters Score -265212.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -265212.875000 Penalty: 3891.908691
	Iteration 33Q: 3 clusters Score -265212.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -265212.875000 Penalty: 3891.908691
	Iteration 34F: 3 clusters Score -265212.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Entering Unmasked Estep 
Score: -175545.640625 Penalty: 1836.864258
	Iteration 0F: 2 clusters Score -175545.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -173130.406250 Penalty: 3673.728516
	Iteration 0F: 3 clusters Score -173130.4 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -173544.125000 Penalty: 3673.728516
	Iteration 1F: 3 clusters Score -173544.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -173703.406250 Penalty: 3673.728516
	Iteration 2F: 3 clusters Score -173703.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -173819.078125 Penalty: 3673.728516
	Iteration 3F: 3 clusters Score -173819.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -173917.640625 Penalty: 3673.728516
	Iteration 4Q: 3 clusters Score -173917.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -174002.109375 Penalty: 3673.728516
	Iteration 5Q: 3 clusters Score -174002.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -174080.125000 Penalty: 3673.728516
	Iteration 6Q: 3 clusters Score -174080.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -174157.656250 Penalty: 3673.728516
	Iteration 7Q: 3 clusters Score -174157.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -174280.078125 Penalty: 3673.728516
	Iteration 8Q: 3 clusters Score -174280.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -174440.343750 Penalty: 3673.728516
	Iteration 9Q: 3 clusters Score -174440.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -174618.687500 Penalty: 3673.728516
	Iteration 10Q: 3 clusters Score -174618.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -174791.343750 Penalty: 3673.728516
	Iteration 11Q: 3 clusters Score -174791.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -174888.125000 Penalty: 3673.728516
	Iteration 12Q: 3 clusters Score -174888.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -174930.406250 Penalty: 3673.728516
	Iteration 13Q: 3 clusters Score -174930.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -174965.343750 Penalty: 3673.728516
	Iteration 14Q: 3 clusters Score -174965.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -174992.234375 Penalty: 3673.728516
	Iteration 15Q: 3 clusters Score -174992.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -175032.875000 Penalty: 3673.728516
	Iteration 16Q: 3 clusters Score -175032.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -175078.765625 Penalty: 3673.728516
	Iteration 17Q: 3 clusters Score -175078.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -175156.828125 Penalty: 3673.728516
	Iteration 18Q: 3 clusters Score -175156.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -175302.093750 Penalty: 3673.728516
	Iteration 19Q: 3 clusters Score -175302.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -175490.593750 Penalty: 3673.728516
	Iteration 20F: 3 clusters Score -175490.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -175578.203125 Penalty: 3673.728516
	Iteration 21Q: 3 clusters Score -175578.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -175593.250000 Penalty: 3673.728516
	Iteration 22Q: 3 clusters Score -175593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -175594.234375 Penalty: 3673.728516
	Iteration 23Q: 3 clusters Score -175594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -175594.234375 Penalty: 3673.728516
	Iteration 24F: 3 clusters Score -175594.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 18496 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 218473 members 
Mstep: Class 6 contains 21480 members 
Mstep: Class 7 contains 11548 members 
Mstep: Class 8 contains 300380 members 
Mstep: Class 9 contains 6533 members 
Mstep: Class 10 contains 80070 members 
Mstep: Class 11 contains 14094 members 
Mstep: Class 12 contains 46395 members 
Mstep: Class 13 contains 34644 members 
Mstep: Class 14 contains 31391 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 11465 members 
Mstep: Class 18 contains 63334 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 19062 members 
Mstep: Class 21 contains 158884 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22836 members 
Mstep: Class 25 contains 291226 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 20832 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 563 members 
Mstep: Class 31 contains 1084 members 
Entering Unmasked Estep 
Score: -161487648.000000 Penalty: 108902.257812
Splitting cluster 30 changes total score from -161489040.000000 to -161487648.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 18496 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 218473 members 
Mstep: Class 6 contains 21480 members 
Mstep: Class 7 contains 11548 members 
Mstep: Class 8 contains 300380 members 
Mstep: Class 9 contains 6533 members 
Mstep: Class 10 contains 80070 members 
Mstep: Class 11 contains 14094 members 
Mstep: Class 12 contains 46395 members 
Mstep: Class 13 contains 34644 members 
Mstep: Class 14 contains 31391 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8711 members 
Mstep: Class 17 contains 11465 members 
Mstep: Class 18 contains 63334 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 19062 members 
Mstep: Class 21 contains 158884 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22836 members 
Mstep: Class 25 contains 291226 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 20832 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161489424.000000 Penalty: 105389.281250
Iteration 239Q: 31 clusters Score -1.614894e+08 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 18479 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 219158 members 
Mstep: Class 6 contains 21473 members 
Mstep: Class 7 contains 11484 members 
Mstep: Class 8 contains 300368 members 
Mstep: Class 9 contains 6531 members 
Mstep: Class 10 contains 80030 members 
Mstep: Class 11 contains 14094 members 
Mstep: Class 12 contains 46354 members 
Mstep: Class 13 contains 34637 members 
Mstep: Class 14 contains 31367 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 11461 members 
Mstep: Class 18 contains 63279 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 19066 members 
Mstep: Class 21 contains 158512 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22841 members 
Mstep: Class 25 contains 291202 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 20810 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2555 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161489552.000000 Penalty: 105389.281250
Iteration 240F: 31 clusters Score -1.614896e+08 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11152 members 
Mstep: Class 3 contains 18457 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 219876 members 
Mstep: Class 6 contains 21466 members 
Mstep: Class 7 contains 11428 members 
Mstep: Class 8 contains 300398 members 
Mstep: Class 9 contains 6541 members 
Mstep: Class 10 contains 79984 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 46316 members 
Mstep: Class 13 contains 34635 members 
Mstep: Class 14 contains 31331 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 8710 members 
Mstep: Class 17 contains 11454 members 
Mstep: Class 18 contains 63211 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 19070 members 
Mstep: Class 21 contains 158105 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22840 members 
Mstep: Class 25 contains 291160 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 20783 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2555 members 
Mstep: Class 30 contains 1647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161489472.000000 Penalty: 105389.281250
Iteration 241Q: 31 clusters Score -1.614895e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11155 members 
Mstep: Class 3 contains 18439 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 220672 members 
Mstep: Class 6 contains 21456 members 
Mstep: Class 7 contains 11369 members 
Mstep: Class 8 contains 300309 members 
Mstep: Class 9 contains 6533 members 
Mstep: Class 10 contains 79953 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 46278 members 
Mstep: Class 13 contains 34636 members 
Mstep: Class 14 contains 31318 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 11440 members 
Mstep: Class 18 contains 63161 members 
Mstep: Class 19 contains 11925 members 
Mstep: Class 20 contains 19074 members 
Mstep: Class 21 contains 157666 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22841 members 
Mstep: Class 25 contains 291132 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 20775 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2556 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161489264.000000 Penalty: 105389.281250
Iteration 242Q: 31 clusters Score -1.614893e+08 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 18407 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 221563 members 
Mstep: Class 6 contains 21448 members 
Mstep: Class 7 contains 11326 members 
Mstep: Class 8 contains 300108 members 
Mstep: Class 9 contains 6535 members 
Mstep: Class 10 contains 79928 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 46232 members 
Mstep: Class 13 contains 34638 members 
Mstep: Class 14 contains 31318 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 11434 members 
Mstep: Class 18 contains 63105 members 
Mstep: Class 19 contains 11926 members 
Mstep: Class 20 contains 19074 members 
Mstep: Class 21 contains 157240 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22843 members 
Mstep: Class 25 contains 291096 members 
Mstep: Class 26 contains 1841 members 
Mstep: Class 27 contains 20751 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2555 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161489632.000000 Penalty: 105389.281250
Iteration 243Q: 31 clusters Score -1.614896e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11159 members 
Mstep: Class 3 contains 18371 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 222403 members 
Mstep: Class 6 contains 21440 members 
Mstep: Class 7 contains 11283 members 
Mstep: Class 8 contains 299985 members 
Mstep: Class 9 contains 6526 members 
Mstep: Class 10 contains 79912 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 46195 members 
Mstep: Class 13 contains 34631 members 
Mstep: Class 14 contains 31319 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 11418 members 
Mstep: Class 18 contains 63068 members 
Mstep: Class 19 contains 11928 members 
Mstep: Class 20 contains 19075 members 
Mstep: Class 21 contains 156853 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22842 members 
Mstep: Class 25 contains 290999 members 
Mstep: Class 26 contains 1842 members 
Mstep: Class 27 contains 20721 members 
Mstep: Class 28 contains 2022 members 
Mstep: Class 29 contains 2554 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490080.000000 Penalty: 105389.281250
Iteration 244Q: 31 clusters Score -1.614901e+08 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11159 members 
Mstep: Class 3 contains 18331 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 223238 members 
Mstep: Class 6 contains 21428 members 
Mstep: Class 7 contains 11236 members 
Mstep: Class 8 contains 299953 members 
Mstep: Class 9 contains 6515 members 
Mstep: Class 10 contains 79891 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 46158 members 
Mstep: Class 13 contains 34637 members 
Mstep: Class 14 contains 31303 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8712 members 
Mstep: Class 17 contains 11403 members 
Mstep: Class 18 contains 63031 members 
Mstep: Class 19 contains 11928 members 
Mstep: Class 20 contains 19078 members 
Mstep: Class 21 contains 156408 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22843 members 
Mstep: Class 25 contains 290888 members 
Mstep: Class 26 contains 1843 members 
Mstep: Class 27 contains 20704 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2552 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490448.000000 Penalty: 105389.281250
Iteration 245Q: 31 clusters Score -1.614904e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11161 members 
Mstep: Class 3 contains 18288 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 224052 members 
Mstep: Class 6 contains 21416 members 
Mstep: Class 7 contains 11200 members 
Mstep: Class 8 contains 299926 members 
Mstep: Class 9 contains 6508 members 
Mstep: Class 10 contains 79860 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 46117 members 
Mstep: Class 13 contains 34633 members 
Mstep: Class 14 contains 31294 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8714 members 
Mstep: Class 17 contains 11396 members 
Mstep: Class 18 contains 63008 members 
Mstep: Class 19 contains 11929 members 
Mstep: Class 20 contains 19078 members 
Mstep: Class 21 contains 155941 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 471 members 
Mstep: Class 24 contains 22842 members 
Mstep: Class 25 contains 290798 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20684 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2551 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490192.000000 Penalty: 105389.281250
Iteration 246Q: 31 clusters Score -1.614902e+08 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11159 members 
Mstep: Class 3 contains 18268 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 224864 members 
Mstep: Class 6 contains 21414 members 
Mstep: Class 7 contains 11167 members 
Mstep: Class 8 contains 299965 members 
Mstep: Class 9 contains 6506 members 
Mstep: Class 10 contains 79806 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 46069 members 
Mstep: Class 13 contains 34636 members 
Mstep: Class 14 contains 31275 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 8714 members 
Mstep: Class 17 contains 11382 members 
Mstep: Class 18 contains 62939 members 
Mstep: Class 19 contains 11931 members 
Mstep: Class 20 contains 19082 members 
Mstep: Class 21 contains 155466 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22843 members 
Mstep: Class 25 contains 290689 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20666 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2551 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490384.000000 Penalty: 105389.281250
Iteration 247Q: 31 clusters Score -1.614904e+08 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11160 members 
Mstep: Class 3 contains 18254 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 225756 members 
Mstep: Class 6 contains 21405 members 
Mstep: Class 7 contains 11131 members 
Mstep: Class 8 contains 299926 members 
Mstep: Class 9 contains 6503 members 
Mstep: Class 10 contains 79778 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 46027 members 
Mstep: Class 13 contains 34637 members 
Mstep: Class 14 contains 31263 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 11378 members 
Mstep: Class 18 contains 62862 members 
Mstep: Class 19 contains 11931 members 
Mstep: Class 20 contains 19086 members 
Mstep: Class 21 contains 154963 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22842 members 
Mstep: Class 25 contains 290585 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20639 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490752.000000 Penalty: 105389.281250
Iteration 248Q: 31 clusters Score -1.614908e+08 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11158 members 
Mstep: Class 3 contains 18245 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 226629 members 
Mstep: Class 6 contains 21396 members 
Mstep: Class 7 contains 11099 members 
Mstep: Class 8 contains 299942 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 10 contains 79746 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 45985 members 
Mstep: Class 13 contains 34638 members 
Mstep: Class 14 contains 31253 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8716 members 
Mstep: Class 17 contains 11369 members 
Mstep: Class 18 contains 62811 members 
Mstep: Class 19 contains 11931 members 
Mstep: Class 20 contains 19088 members 
Mstep: Class 21 contains 154414 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22844 members 
Mstep: Class 25 contains 290464 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20609 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490864.000000 Penalty: 105389.281250
Iteration 249Q: 31 clusters Score -1.614909e+08 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11159 members 
Mstep: Class 3 contains 18224 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 227636 members 
Mstep: Class 6 contains 21391 members 
Mstep: Class 7 contains 11061 members 
Mstep: Class 8 contains 299899 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 10 contains 79735 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 45921 members 
Mstep: Class 13 contains 34636 members 
Mstep: Class 14 contains 31250 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 11369 members 
Mstep: Class 18 contains 62718 members 
Mstep: Class 19 contains 11933 members 
Mstep: Class 20 contains 19091 members 
Mstep: Class 21 contains 153867 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22847 members 
Mstep: Class 25 contains 290305 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20581 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2548 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490624.000000 Penalty: 105389.281250
Iteration 250Q: 31 clusters Score -1.614906e+08 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 18198 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 228615 members 
Mstep: Class 6 contains 21385 members 
Mstep: Class 7 contains 11016 members 
Mstep: Class 8 contains 299856 members 
Mstep: Class 9 contains 6512 members 
Mstep: Class 10 contains 79729 members 
Mstep: Class 11 contains 14076 members 
Mstep: Class 12 contains 45867 members 
Mstep: Class 13 contains 34635 members 
Mstep: Class 14 contains 31244 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 62641 members 
Mstep: Class 19 contains 11934 members 
Mstep: Class 20 contains 19093 members 
Mstep: Class 21 contains 153326 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22847 members 
Mstep: Class 25 contains 290158 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20562 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2547 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490416.000000 Penalty: 105389.281250
Iteration 251Q: 31 clusters Score -1.614904e+08 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 18186 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 229641 members 
Mstep: Class 6 contains 21373 members 
Mstep: Class 7 contains 10965 members 
Mstep: Class 8 contains 299804 members 
Mstep: Class 9 contains 6509 members 
Mstep: Class 10 contains 79725 members 
Mstep: Class 11 contains 14078 members 
Mstep: Class 12 contains 45823 members 
Mstep: Class 13 contains 34632 members 
Mstep: Class 14 contains 31249 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 11354 members 
Mstep: Class 18 contains 62576 members 
Mstep: Class 19 contains 11935 members 
Mstep: Class 20 contains 19095 members 
Mstep: Class 21 contains 152762 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22850 members 
Mstep: Class 25 contains 289966 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20540 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2546 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490784.000000 Penalty: 105389.281250
Iteration 252Q: 31 clusters Score -1.614908e+08 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11152 members 
Mstep: Class 3 contains 18170 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 230785 members 
Mstep: Class 6 contains 21362 members 
Mstep: Class 7 contains 10916 members 
Mstep: Class 8 contains 299748 members 
Mstep: Class 9 contains 6507 members 
Mstep: Class 10 contains 79724 members 
Mstep: Class 11 contains 14081 members 
Mstep: Class 12 contains 45786 members 
Mstep: Class 13 contains 34629 members 
Mstep: Class 14 contains 31241 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 11351 members 
Mstep: Class 18 contains 62481 members 
Mstep: Class 19 contains 11935 members 
Mstep: Class 20 contains 19099 members 
Mstep: Class 21 contains 152182 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22850 members 
Mstep: Class 25 contains 289688 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20526 members 
Mstep: Class 28 contains 2023 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490512.000000 Penalty: 105389.281250
Iteration 253Q: 31 clusters Score -1.614905e+08 nChanged 2778
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 18152 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 231881 members 
Mstep: Class 6 contains 21359 members 
Mstep: Class 7 contains 10881 members 
Mstep: Class 8 contains 299754 members 
Mstep: Class 9 contains 6491 members 
Mstep: Class 10 contains 79714 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 45744 members 
Mstep: Class 13 contains 34631 members 
Mstep: Class 14 contains 31230 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 11360 members 
Mstep: Class 18 contains 62378 members 
Mstep: Class 19 contains 11936 members 
Mstep: Class 20 contains 19104 members 
Mstep: Class 21 contains 151623 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22849 members 
Mstep: Class 25 contains 289390 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20503 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490416.000000 Penalty: 105389.281250
Iteration 254Q: 31 clusters Score -1.614904e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 18118 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 233011 members 
Mstep: Class 6 contains 21353 members 
Mstep: Class 7 contains 10855 members 
Mstep: Class 8 contains 299722 members 
Mstep: Class 9 contains 6477 members 
Mstep: Class 10 contains 79702 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 45695 members 
Mstep: Class 13 contains 34634 members 
Mstep: Class 14 contains 31192 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8717 members 
Mstep: Class 17 contains 11365 members 
Mstep: Class 18 contains 62278 members 
Mstep: Class 19 contains 11937 members 
Mstep: Class 20 contains 19109 members 
Mstep: Class 21 contains 151088 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22850 members 
Mstep: Class 25 contains 289120 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20469 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2548 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490656.000000 Penalty: 105389.281250
Iteration 255Q: 31 clusters Score -1.614907e+08 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 18106 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 234250 members 
Mstep: Class 6 contains 21354 members 
Mstep: Class 7 contains 10833 members 
Mstep: Class 8 contains 299613 members 
Mstep: Class 9 contains 6458 members 
Mstep: Class 10 contains 79695 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 45648 members 
Mstep: Class 13 contains 34635 members 
Mstep: Class 14 contains 31156 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 11363 members 
Mstep: Class 18 contains 62158 members 
Mstep: Class 19 contains 11938 members 
Mstep: Class 20 contains 19117 members 
Mstep: Class 21 contains 150529 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22850 members 
Mstep: Class 25 contains 288825 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20441 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2550 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490816.000000 Penalty: 105389.281250
Iteration 256Q: 31 clusters Score -1.614908e+08 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11155 members 
Mstep: Class 3 contains 18087 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 235546 members 
Mstep: Class 6 contains 21351 members 
Mstep: Class 7 contains 10814 members 
Mstep: Class 8 contains 299508 members 
Mstep: Class 9 contains 6447 members 
Mstep: Class 10 contains 79700 members 
Mstep: Class 11 contains 14095 members 
Mstep: Class 12 contains 45597 members 
Mstep: Class 13 contains 34635 members 
Mstep: Class 14 contains 31103 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 8718 members 
Mstep: Class 17 contains 11370 members 
Mstep: Class 18 contains 62020 members 
Mstep: Class 19 contains 11940 members 
Mstep: Class 20 contains 19117 members 
Mstep: Class 21 contains 149940 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22852 members 
Mstep: Class 25 contains 288525 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20414 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2550 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490640.000000 Penalty: 105389.281250
Iteration 257Q: 31 clusters Score -1.614906e+08 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 18065 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 236885 members 
Mstep: Class 6 contains 21345 members 
Mstep: Class 7 contains 10789 members 
Mstep: Class 8 contains 299439 members 
Mstep: Class 9 contains 6427 members 
Mstep: Class 10 contains 79714 members 
Mstep: Class 11 contains 14098 members 
Mstep: Class 12 contains 45552 members 
Mstep: Class 13 contains 34638 members 
Mstep: Class 14 contains 31071 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8720 members 
Mstep: Class 17 contains 11373 members 
Mstep: Class 18 contains 61860 members 
Mstep: Class 19 contains 11941 members 
Mstep: Class 20 contains 19118 members 
Mstep: Class 21 contains 149344 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22852 members 
Mstep: Class 25 contains 288159 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20382 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2551 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491200.000000 Penalty: 105389.281250
Iteration 258Q: 31 clusters Score -1.614912e+08 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 18040 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 238249 members 
Mstep: Class 6 contains 21344 members 
Mstep: Class 7 contains 10771 members 
Mstep: Class 8 contains 299385 members 
Mstep: Class 9 contains 6410 members 
Mstep: Class 10 contains 79707 members 
Mstep: Class 11 contains 14103 members 
Mstep: Class 12 contains 45512 members 
Mstep: Class 13 contains 34650 members 
Mstep: Class 14 contains 31044 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 8719 members 
Mstep: Class 17 contains 11376 members 
Mstep: Class 18 contains 61699 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 19122 members 
Mstep: Class 21 contains 148733 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22851 members 
Mstep: Class 25 contains 287759 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20361 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2550 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491632.000000 Penalty: 105389.281250
Iteration 259Q: 31 clusters Score -1.614916e+08 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11157 members 
Mstep: Class 3 contains 18010 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 239585 members 
Mstep: Class 6 contains 21339 members 
Mstep: Class 7 contains 10751 members 
Mstep: Class 8 contains 299385 members 
Mstep: Class 9 contains 6399 members 
Mstep: Class 10 contains 79680 members 
Mstep: Class 11 contains 14104 members 
Mstep: Class 12 contains 45468 members 
Mstep: Class 13 contains 34659 members 
Mstep: Class 14 contains 31032 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 8720 members 
Mstep: Class 17 contains 11385 members 
Mstep: Class 18 contains 61565 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 19124 members 
Mstep: Class 21 contains 148103 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22850 members 
Mstep: Class 25 contains 287333 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20340 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2550 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491808.000000 Penalty: 105389.281250
Iteration 260F: 31 clusters Score -1.614918e+08 nChanged 3041
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11157 members 
Mstep: Class 3 contains 17978 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 241038 members 
Mstep: Class 6 contains 21336 members 
Mstep: Class 7 contains 10737 members 
Mstep: Class 8 contains 299322 members 
Mstep: Class 9 contains 6386 members 
Mstep: Class 10 contains 79649 members 
Mstep: Class 11 contains 14107 members 
Mstep: Class 12 contains 45416 members 
Mstep: Class 13 contains 34661 members 
Mstep: Class 14 contains 31023 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8721 members 
Mstep: Class 17 contains 11387 members 
Mstep: Class 18 contains 61415 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 19125 members 
Mstep: Class 21 contains 147483 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22850 members 
Mstep: Class 25 contains 286900 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20296 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2550 members 
Mstep: Class 30 contains 1648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161492400.000000 Penalty: 105389.281250
Iteration 261Q: 31 clusters Score -1.614924e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11162 members 
Mstep: Class 3 contains 17945 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 242548 members 
Mstep: Class 6 contains 21335 members 
Mstep: Class 7 contains 10726 members 
Mstep: Class 8 contains 299254 members 
Mstep: Class 9 contains 6378 members 
Mstep: Class 10 contains 79610 members 
Mstep: Class 11 contains 14107 members 
Mstep: Class 12 contains 45375 members 
Mstep: Class 13 contains 34665 members 
Mstep: Class 14 contains 31021 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 11390 members 
Mstep: Class 18 contains 61243 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 19123 members 
Mstep: Class 21 contains 146875 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22851 members 
Mstep: Class 25 contains 286410 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20246 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2552 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161492560.000000 Penalty: 105389.281250
Iteration 262Q: 31 clusters Score -1.614926e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11163 members 
Mstep: Class 3 contains 17917 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 244173 members 
Mstep: Class 6 contains 21335 members 
Mstep: Class 7 contains 10711 members 
Mstep: Class 8 contains 299169 members 
Mstep: Class 9 contains 6366 members 
Mstep: Class 10 contains 79584 members 
Mstep: Class 11 contains 14104 members 
Mstep: Class 12 contains 45331 members 
Mstep: Class 13 contains 34668 members 
Mstep: Class 14 contains 30987 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 8722 members 
Mstep: Class 17 contains 11388 members 
Mstep: Class 18 contains 61085 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 19126 members 
Mstep: Class 21 contains 146243 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22853 members 
Mstep: Class 25 contains 285852 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20210 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2553 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161493088.000000 Penalty: 105389.281250
Iteration 263Q: 31 clusters Score -1.614931e+08 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11163 members 
Mstep: Class 3 contains 17915 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 245841 members 
Mstep: Class 6 contains 21333 members 
Mstep: Class 7 contains 10691 members 
Mstep: Class 8 contains 299075 members 
Mstep: Class 9 contains 6369 members 
Mstep: Class 10 contains 79549 members 
Mstep: Class 11 contains 14105 members 
Mstep: Class 12 contains 45293 members 
Mstep: Class 13 contains 34668 members 
Mstep: Class 14 contains 30945 members 
Mstep: Class 15 contains 3658 members 
Mstep: Class 16 contains 8724 members 
Mstep: Class 17 contains 11387 members 
Mstep: Class 18 contains 60914 members 
Mstep: Class 19 contains 11942 members 
Mstep: Class 20 contains 19127 members 
Mstep: Class 21 contains 145609 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22854 members 
Mstep: Class 25 contains 285254 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20174 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2553 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161493648.000000 Penalty: 105389.281250
Iteration 264Q: 31 clusters Score -1.614936e+08 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11162 members 
Mstep: Class 3 contains 17888 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 247600 members 
Mstep: Class 6 contains 21332 members 
Mstep: Class 7 contains 10677 members 
Mstep: Class 8 contains 298943 members 
Mstep: Class 9 contains 6372 members 
Mstep: Class 10 contains 79529 members 
Mstep: Class 11 contains 14104 members 
Mstep: Class 12 contains 45264 members 
Mstep: Class 13 contains 34667 members 
Mstep: Class 14 contains 30906 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 8724 members 
Mstep: Class 17 contains 11377 members 
Mstep: Class 18 contains 60753 members 
Mstep: Class 19 contains 11943 members 
Mstep: Class 20 contains 19132 members 
Mstep: Class 21 contains 144915 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22855 members 
Mstep: Class 25 contains 284658 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20125 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2553 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161493952.000000 Penalty: 105389.281250
Iteration 265Q: 31 clusters Score -1.61494e+08 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11160 members 
Mstep: Class 3 contains 17861 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 249482 members 
Mstep: Class 6 contains 21329 members 
Mstep: Class 7 contains 10660 members 
Mstep: Class 8 contains 298763 members 
Mstep: Class 9 contains 6374 members 
Mstep: Class 10 contains 79526 members 
Mstep: Class 11 contains 14103 members 
Mstep: Class 12 contains 45231 members 
Mstep: Class 13 contains 34664 members 
Mstep: Class 14 contains 30871 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 8726 members 
Mstep: Class 17 contains 11361 members 
Mstep: Class 18 contains 60563 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 19131 members 
Mstep: Class 21 contains 144199 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22857 members 
Mstep: Class 25 contains 284037 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20081 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2554 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161494080.000000 Penalty: 105389.281250
Iteration 266Q: 31 clusters Score -1.614941e+08 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11158 members 
Mstep: Class 3 contains 17826 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 251308 members 
Mstep: Class 6 contains 21320 members 
Mstep: Class 7 contains 10638 members 
Mstep: Class 8 contains 298628 members 
Mstep: Class 9 contains 6369 members 
Mstep: Class 10 contains 79541 members 
Mstep: Class 11 contains 14103 members 
Mstep: Class 12 contains 45206 members 
Mstep: Class 13 contains 34671 members 
Mstep: Class 14 contains 30847 members 
Mstep: Class 15 contains 3662 members 
Mstep: Class 16 contains 8728 members 
Mstep: Class 17 contains 11349 members 
Mstep: Class 18 contains 60386 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 19137 members 
Mstep: Class 21 contains 143474 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22859 members 
Mstep: Class 25 contains 283390 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20044 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2551 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161494992.000000 Penalty: 105389.281250
Iteration 267Q: 31 clusters Score -1.61495e+08 nChanged 3255
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11155 members 
Mstep: Class 3 contains 17792 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 253045 members 
Mstep: Class 6 contains 21317 members 
Mstep: Class 7 contains 10618 members 
Mstep: Class 8 contains 298547 members 
Mstep: Class 9 contains 6358 members 
Mstep: Class 10 contains 79555 members 
Mstep: Class 11 contains 14102 members 
Mstep: Class 12 contains 45163 members 
Mstep: Class 13 contains 34672 members 
Mstep: Class 14 contains 30827 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 8730 members 
Mstep: Class 17 contains 11331 members 
Mstep: Class 18 contains 60203 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 19139 members 
Mstep: Class 21 contains 142822 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22860 members 
Mstep: Class 25 contains 282728 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 20021 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161495584.000000 Penalty: 105389.281250
Iteration 268Q: 31 clusters Score -1.614956e+08 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 17759 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 254722 members 
Mstep: Class 6 contains 21318 members 
Mstep: Class 7 contains 10594 members 
Mstep: Class 8 contains 298470 members 
Mstep: Class 9 contains 6365 members 
Mstep: Class 10 contains 79578 members 
Mstep: Class 11 contains 14103 members 
Mstep: Class 12 contains 45110 members 
Mstep: Class 13 contains 34675 members 
Mstep: Class 14 contains 30786 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 8732 members 
Mstep: Class 17 contains 11311 members 
Mstep: Class 18 contains 60026 members 
Mstep: Class 19 contains 11944 members 
Mstep: Class 20 contains 19138 members 
Mstep: Class 21 contains 142262 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22861 members 
Mstep: Class 25 contains 282029 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19988 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161495920.000000 Penalty: 105389.281250
Iteration 269Q: 31 clusters Score -1.614959e+08 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11154 members 
Mstep: Class 3 contains 17733 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 256352 members 
Mstep: Class 6 contains 21319 members 
Mstep: Class 7 contains 10570 members 
Mstep: Class 8 contains 298483 members 
Mstep: Class 9 contains 6354 members 
Mstep: Class 10 contains 79595 members 
Mstep: Class 11 contains 14103 members 
Mstep: Class 12 contains 45072 members 
Mstep: Class 13 contains 34675 members 
Mstep: Class 14 contains 30758 members 
Mstep: Class 15 contains 3660 members 
Mstep: Class 16 contains 8735 members 
Mstep: Class 17 contains 11292 members 
Mstep: Class 18 contains 59818 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 19137 members 
Mstep: Class 21 contains 141687 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22859 members 
Mstep: Class 25 contains 281327 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19960 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2548 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161495856.000000 Penalty: 105389.281250
Iteration 270Q: 31 clusters Score -1.614959e+08 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11160 members 
Mstep: Class 3 contains 17699 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 258058 members 
Mstep: Class 6 contains 21316 members 
Mstep: Class 7 contains 10548 members 
Mstep: Class 8 contains 298413 members 
Mstep: Class 9 contains 6343 members 
Mstep: Class 10 contains 79612 members 
Mstep: Class 11 contains 14101 members 
Mstep: Class 12 contains 45037 members 
Mstep: Class 13 contains 34675 members 
Mstep: Class 14 contains 30745 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 8739 members 
Mstep: Class 17 contains 11281 members 
Mstep: Class 18 contains 59586 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 19138 members 
Mstep: Class 21 contains 141094 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22856 members 
Mstep: Class 25 contains 280664 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19916 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2549 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496160.000000 Penalty: 105389.281250
Iteration 271Q: 31 clusters Score -1.614962e+08 nChanged 3173
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11160 members 
Mstep: Class 3 contains 17661 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 259686 members 
Mstep: Class 6 contains 21307 members 
Mstep: Class 7 contains 10528 members 
Mstep: Class 8 contains 298422 members 
Mstep: Class 9 contains 6325 members 
Mstep: Class 10 contains 79638 members 
Mstep: Class 11 contains 14103 members 
Mstep: Class 12 contains 44990 members 
Mstep: Class 13 contains 34670 members 
Mstep: Class 14 contains 30734 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 8740 members 
Mstep: Class 17 contains 11265 members 
Mstep: Class 18 contains 59350 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 19139 members 
Mstep: Class 21 contains 140529 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22855 members 
Mstep: Class 25 contains 280002 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19878 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2547 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161495952.000000 Penalty: 105389.281250
Iteration 272Q: 31 clusters Score -1.61496e+08 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11157 members 
Mstep: Class 3 contains 17629 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 261285 members 
Mstep: Class 6 contains 21303 members 
Mstep: Class 7 contains 10507 members 
Mstep: Class 8 contains 298426 members 
Mstep: Class 9 contains 6326 members 
Mstep: Class 10 contains 79656 members 
Mstep: Class 11 contains 14110 members 
Mstep: Class 12 contains 44924 members 
Mstep: Class 13 contains 34672 members 
Mstep: Class 14 contains 30710 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 8738 members 
Mstep: Class 17 contains 11249 members 
Mstep: Class 18 contains 59152 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 19140 members 
Mstep: Class 21 contains 140005 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22856 members 
Mstep: Class 25 contains 279284 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19851 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2546 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496160.000000 Penalty: 105389.281250
Iteration 273Q: 31 clusters Score -1.614962e+08 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11153 members 
Mstep: Class 3 contains 17593 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 262855 members 
Mstep: Class 6 contains 21298 members 
Mstep: Class 7 contains 10485 members 
Mstep: Class 8 contains 298411 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 10 contains 79664 members 
Mstep: Class 11 contains 14116 members 
Mstep: Class 12 contains 44875 members 
Mstep: Class 13 contains 34681 members 
Mstep: Class 14 contains 30694 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 8739 members 
Mstep: Class 17 contains 11230 members 
Mstep: Class 18 contains 58965 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 19143 members 
Mstep: Class 21 contains 139470 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22859 members 
Mstep: Class 25 contains 278606 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19824 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2545 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496736.000000 Penalty: 105389.281250
Iteration 274Q: 31 clusters Score -1.614967e+08 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11152 members 
Mstep: Class 3 contains 17568 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 264519 members 
Mstep: Class 6 contains 21291 members 
Mstep: Class 7 contains 10470 members 
Mstep: Class 8 contains 298307 members 
Mstep: Class 9 contains 6298 members 
Mstep: Class 10 contains 79677 members 
Mstep: Class 11 contains 14123 members 
Mstep: Class 12 contains 44829 members 
Mstep: Class 13 contains 34687 members 
Mstep: Class 14 contains 30682 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 8740 members 
Mstep: Class 17 contains 11219 members 
Mstep: Class 18 contains 58757 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 19146 members 
Mstep: Class 21 contains 138876 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22860 members 
Mstep: Class 25 contains 278000 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19783 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2543 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161496752.000000 Penalty: 105389.281250
Iteration 275Q: 31 clusters Score -1.614968e+08 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11153 members 
Mstep: Class 3 contains 17540 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 266041 members 
Mstep: Class 6 contains 21284 members 
Mstep: Class 7 contains 10449 members 
Mstep: Class 8 contains 298213 members 
Mstep: Class 9 contains 6290 members 
Mstep: Class 10 contains 79711 members 
Mstep: Class 11 contains 14124 members 
Mstep: Class 12 contains 44790 members 
Mstep: Class 13 contains 34686 members 
Mstep: Class 14 contains 30679 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 11216 members 
Mstep: Class 18 contains 58602 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 19149 members 
Mstep: Class 21 contains 138272 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22860 members 
Mstep: Class 25 contains 277436 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19748 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2541 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497200.000000 Penalty: 105389.281250
Iteration 276Q: 31 clusters Score -1.614972e+08 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 17493 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 267673 members 
Mstep: Class 6 contains 21277 members 
Mstep: Class 7 contains 10424 members 
Mstep: Class 8 contains 298097 members 
Mstep: Class 9 contains 6272 members 
Mstep: Class 10 contains 79733 members 
Mstep: Class 11 contains 14127 members 
Mstep: Class 12 contains 44744 members 
Mstep: Class 13 contains 34685 members 
Mstep: Class 14 contains 30674 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8740 members 
Mstep: Class 17 contains 11208 members 
Mstep: Class 18 contains 58422 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 19149 members 
Mstep: Class 21 contains 137720 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22862 members 
Mstep: Class 25 contains 276833 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19708 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497440.000000 Penalty: 105389.281250
Iteration 277Q: 31 clusters Score -1.614974e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 17447 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 269194 members 
Mstep: Class 6 contains 21266 members 
Mstep: Class 7 contains 10409 members 
Mstep: Class 8 contains 298101 members 
Mstep: Class 9 contains 6263 members 
Mstep: Class 10 contains 79721 members 
Mstep: Class 11 contains 14128 members 
Mstep: Class 12 contains 44693 members 
Mstep: Class 13 contains 34685 members 
Mstep: Class 14 contains 30657 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 11203 members 
Mstep: Class 18 contains 58234 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 19151 members 
Mstep: Class 21 contains 137188 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22863 members 
Mstep: Class 25 contains 276218 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19674 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161497696.000000 Penalty: 105389.281250
Iteration 278Q: 31 clusters Score -1.614977e+08 nChanged 2902
Entering ConstructFrom: 
Score: -161497696.000000 Penalty: 105389.281250
Entering ConstructFrom: 
Trying to split cluster 1 (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: -84503.859375 Penalty: 1656.228760
	Iteration 0F: 2 clusters Score -84503.86 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -82702.203125 Penalty: 3312.457520
	Iteration 0F: 3 clusters Score -82702.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -82947.921875 Penalty: 3312.457520
	Iteration 1F: 3 clusters Score -82947.92 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83010.640625 Penalty: 3312.457520
	Iteration 2F: 3 clusters Score -83010.64 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -83048.851562 Penalty: 3312.457520
	Iteration 3Q: 3 clusters Score -83048.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -83066.179688 Penalty: 3312.457520
	Iteration 4Q: 3 clusters Score -83066.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -83095.203125 Penalty: 3312.457520
	Iteration 5Q: 3 clusters Score -83095.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -83115.789062 Penalty: 3312.457520
	Iteration 6Q: 3 clusters Score -83115.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -83128.765625 Penalty: 3312.457520
	Iteration 7Q: 3 clusters Score -83128.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83138.890625 Penalty: 3312.457520
	Iteration 8Q: 3 clusters Score -83138.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83146.671875 Penalty: 3312.457520
	Iteration 9Q: 3 clusters Score -83146.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83152.164062 Penalty: 3312.457520
	Iteration 10Q: 3 clusters Score -83152.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83155.976562 Penalty: 3312.457520
	Iteration 11Q: 3 clusters Score -83155.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83166.421875 Penalty: 3312.457520
	Iteration 12Q: 3 clusters Score -83166.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -83184.015625 Penalty: 3312.457520
	Iteration 13Q: 3 clusters Score -83184.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -83208.070312 Penalty: 3312.457520
	Iteration 14Q: 3 clusters Score -83208.07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -83227.234375 Penalty: 3312.457520
	Iteration 15Q: 3 clusters Score -83227.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -83250.289062 Penalty: 3312.457520
	Iteration 16Q: 3 clusters Score -83250.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -83271.226562 Penalty: 3312.457520
	Iteration 17Q: 3 clusters Score -83271.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83325.171875 Penalty: 3312.457520
	Iteration 18Q: 3 clusters Score -83325.17 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83362.757812 Penalty: 3312.457520
	Iteration 19Q: 3 clusters Score -83362.76 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83399.570312 Penalty: 3312.457520
	Iteration 20F: 3 clusters Score -83399.57 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83432.085938 Penalty: 3312.457520
	Iteration 21Q: 3 clusters Score -83432.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -83465.812500 Penalty: 3312.457520
	Iteration 22Q: 3 clusters Score -83465.81 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83494.468750 Penalty: 3312.457520
	Iteration 23Q: 3 clusters Score -83494.47 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83528.507812 Penalty: 3312.457520
	Iteration 24Q: 3 clusters Score -83528.51 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83576.742188 Penalty: 3312.457520
	Iteration 25Q: 3 clusters Score -83576.74 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -83629.476562 Penalty: 3312.457520
	Iteration 26Q: 3 clusters Score -83629.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -83719.820312 Penalty: 3312.457520
	Iteration 27Q: 3 clusters Score -83719.82 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -83790.046875 Penalty: 3312.457520
	Iteration 28Q: 3 clusters Score -83790.05 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -83861.289062 Penalty: 3312.457520
	Iteration 29Q: 3 clusters Score -83861.29 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -83905.867188 Penalty: 3312.457520
	Iteration 30Q: 3 clusters Score -83905.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83932.671875 Penalty: 3312.457520
	Iteration 31Q: 3 clusters Score -83932.67 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -83942.765625 Penalty: 3312.457520
	Iteration 32Q: 3 clusters Score -83942.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -83948.031250 Penalty: 3312.457520
	Iteration 33Q: 3 clusters Score -83948.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83954.968750 Penalty: 3312.457520
	Iteration 34Q: 3 clusters Score -83954.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83957.351562 Penalty: 3312.457520
	Iteration 35Q: 3 clusters Score -83957.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -83958.789062 Penalty: 3312.457520
	Iteration 36F: 3 clusters Score -83958.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -83977.859375 Penalty: 3312.457520
	Iteration 37Q: 3 clusters Score -83977.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -84011.828125 Penalty: 3312.457520
	Iteration 38Q: 3 clusters Score -84011.83 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84068.726562 Penalty: 3312.457520
	Iteration 39Q: 3 clusters Score -84068.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -84087.812500 Penalty: 3312.457520
	Iteration 40F: 3 clusters Score -84087.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -84098.445312 Penalty: 3312.457520
	Iteration 41Q: 3 clusters Score -84098.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84100.523438 Penalty: 3312.457520
	Iteration 42Q: 3 clusters Score -84100.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -84100.523438 Penalty: 3312.457520
	Iteration 43F: 3 clusters Score -84100.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Entering Unmasked Estep 
Score: -1244008.000000 Penalty: 2311.227051
	Iteration 0F: 2 clusters Score -1244008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1235572.000000 Penalty: 4622.454102
	Iteration 0F: 3 clusters Score -1235572 nChanged 4704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1238115.125000 Penalty: 4622.454102
	Iteration 1F: 3 clusters Score -1238115 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -1238474.500000 Penalty: 4622.454102
	Iteration 2F: 3 clusters Score -1238474 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1238789.250000 Penalty: 4622.454102
	Iteration 3F: 3 clusters Score -1238789 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1239099.625000 Penalty: 4622.454102
	Iteration 4F: 3 clusters Score -1239100 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1239421.375000 Penalty: 4622.454102
	Iteration 5Q: 3 clusters Score -1239421 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1239752.000000 Penalty: 4622.454102
	Iteration 6Q: 3 clusters Score -1239752 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1240056.125000 Penalty: 4622.454102
	Iteration 7Q: 3 clusters Score -1240056 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1240312.125000 Penalty: 4622.454102
	Iteration 8Q: 3 clusters Score -1240312 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1240545.000000 Penalty: 4622.454102
	Iteration 9Q: 3 clusters Score -1240545 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1240767.625000 Penalty: 4622.454102
	Iteration 10Q: 3 clusters Score -1240768 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 8380 members 
Entering Unmasked Estep 
Score: -1241030.625000 Penalty: 4622.454102
	Iteration 11Q: 3 clusters Score -1241031 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -1241270.500000 Penalty: 4622.454102
	Iteration 12Q: 3 clusters Score -1241270 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -1241492.500000 Penalty: 4622.454102
	Iteration 13Q: 3 clusters Score -1241492 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -1241686.250000 Penalty: 4622.454102
	Iteration 14Q: 3 clusters Score -1241686 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -1241853.500000 Penalty: 4622.454102
	Iteration 15Q: 3 clusters Score -1241854 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1242003.000000 Penalty: 4622.454102
	Iteration 16Q: 3 clusters Score -1242003 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1242157.750000 Penalty: 4622.454102
	Iteration 17Q: 3 clusters Score -1242158 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 10021 members 
Entering Unmasked Estep 
Score: -1242305.250000 Penalty: 4622.454102
	Iteration 18Q: 3 clusters Score -1242305 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -1242385.500000 Penalty: 4622.454102
	Iteration 19Q: 3 clusters Score -1242386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -1242450.250000 Penalty: 4622.454102
	Iteration 20F: 3 clusters Score -1242450 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1242502.375000 Penalty: 4622.454102
	Iteration 21Q: 3 clusters Score -1242502 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 10279 members 
Entering Unmasked Estep 
Score: -1242542.750000 Penalty: 4622.454102
	Iteration 22Q: 3 clusters Score -1242543 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -1242584.625000 Penalty: 4622.454102
	Iteration 23Q: 3 clusters Score -1242585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 10348 members 
Entering Unmasked Estep 
Score: -1242613.750000 Penalty: 4622.454102
	Iteration 24Q: 3 clusters Score -1242614 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -1242649.125000 Penalty: 4622.454102
	Iteration 25Q: 3 clusters Score -1242649 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1242680.500000 Penalty: 4622.454102
	Iteration 26Q: 3 clusters Score -1242680 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -1242708.625000 Penalty: 4622.454102
	Iteration 27Q: 3 clusters Score -1242709 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1242730.125000 Penalty: 4622.454102
	Iteration 28Q: 3 clusters Score -1242730 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -1242742.375000 Penalty: 4622.454102
	Iteration 29Q: 3 clusters Score -1242742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1242751.250000 Penalty: 4622.454102
	Iteration 30Q: 3 clusters Score -1242751 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1242754.875000 Penalty: 4622.454102
	Iteration 31Q: 3 clusters Score -1242755 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1242752.250000 Penalty: 4622.454102
	Iteration 32Q: 3 clusters Score -1242752 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1242753.125000 Penalty: 4622.454102
	Iteration 33Q: 3 clusters Score -1242753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1242754.750000 Penalty: 4622.454102
	Iteration 34Q: 3 clusters Score -1242755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1242754.750000 Penalty: 4622.454102
	Iteration 35F: 3 clusters Score -1242755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (17417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17417 members 
Entering Unmasked Estep 
Score: -2092391.125000 Penalty: 2421.770020
	Iteration 0F: 2 clusters Score -2092391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2079971.750000 Penalty: 4843.540039
	Iteration 0F: 3 clusters Score -2079972 nChanged 7586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -2083998.750000 Penalty: 4843.540039
	Iteration 1F: 3 clusters Score -2083999 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2084351.750000 Penalty: 4843.540039
	Iteration 2F: 3 clusters Score -2084352 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2084629.750000 Penalty: 4843.540039
	Iteration 3Q: 3 clusters Score -2084630 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -2084875.750000 Penalty: 4843.540039
	Iteration 4Q: 3 clusters Score -2084876 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -2085119.375000 Penalty: 4843.540039
	Iteration 5Q: 3 clusters Score -2085119 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -2085386.750000 Penalty: 4843.540039
	Iteration 6Q: 3 clusters Score -2085387 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -2085712.500000 Penalty: 4843.540039
	Iteration 7Q: 3 clusters Score -2085712 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2086090.375000 Penalty: 4843.540039
	Iteration 8Q: 3 clusters Score -2086090 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2086532.625000 Penalty: 4843.540039
	Iteration 9Q: 3 clusters Score -2086533 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -2087008.375000 Penalty: 4843.540039
	Iteration 10Q: 3 clusters Score -2087008 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -2087483.000000 Penalty: 4843.540039
	Iteration 11Q: 3 clusters Score -2087483 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -2087914.750000 Penalty: 4843.540039
	Iteration 12Q: 3 clusters Score -2087915 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2088295.250000 Penalty: 4843.540039
	Iteration 13Q: 3 clusters Score -2088295 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2088605.875000 Penalty: 4843.540039
	Iteration 14Q: 3 clusters Score -2088606 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2088852.625000 Penalty: 4843.540039
	Iteration 15Q: 3 clusters Score -2088853 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -2089041.000000 Penalty: 4843.540039
	Iteration 16Q: 3 clusters Score -2089041 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -2089196.375000 Penalty: 4843.540039
	Iteration 17Q: 3 clusters Score -2089196 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2089305.500000 Penalty: 4843.540039
	Iteration 18Q: 3 clusters Score -2089306 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2089402.750000 Penalty: 4843.540039
	Iteration 19Q: 3 clusters Score -2089403 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -2089500.375000 Penalty: 4843.540039
	Iteration 20F: 3 clusters Score -2089500 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2089591.500000 Penalty: 4843.540039
	Iteration 21Q: 3 clusters Score -2089592 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -2089679.750000 Penalty: 4843.540039
	Iteration 22Q: 3 clusters Score -2089680 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15658 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2089749.500000 Penalty: 4843.540039
	Iteration 23Q: 3 clusters Score -2089750 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2089826.625000 Penalty: 4843.540039
	Iteration 24Q: 3 clusters Score -2089827 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -2089892.500000 Penalty: 4843.540039
	Iteration 25Q: 3 clusters Score -2089892 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -2089947.375000 Penalty: 4843.540039
	Iteration 26Q: 3 clusters Score -2089947 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2089999.500000 Penalty: 4843.540039
	Iteration 27Q: 3 clusters Score -2090000 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16193 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2090044.875000 Penalty: 4843.540039
	Iteration 28Q: 3 clusters Score -2090045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2090078.250000 Penalty: 4843.540039
	Iteration 29Q: 3 clusters Score -2090078 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2090099.750000 Penalty: 4843.540039
	Iteration 30Q: 3 clusters Score -2090100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2090129.250000 Penalty: 4843.540039
	Iteration 31Q: 3 clusters Score -2090129 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2090154.500000 Penalty: 4843.540039
	Iteration 32Q: 3 clusters Score -2090154 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -2090176.375000 Penalty: 4843.540039
	Iteration 33Q: 3 clusters Score -2090176 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16469 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2090191.000000 Penalty: 4843.540039
	Iteration 34Q: 3 clusters Score -2090191 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -2090202.500000 Penalty: 4843.540039
	Iteration 35Q: 3 clusters Score -2090202 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2090214.375000 Penalty: 4843.540039
	Iteration 36Q: 3 clusters Score -2090214 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2090227.875000 Penalty: 4843.540039
	Iteration 37Q: 3 clusters Score -2090228 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2090236.125000 Penalty: 4843.540039
	Iteration 38Q: 3 clusters Score -2090236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2090241.000000 Penalty: 4843.540039
	Iteration 39Q: 3 clusters Score -2090241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16568 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -2090242.000000 Penalty: 4843.540039
	Iteration 40F: 3 clusters Score -2090242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2090245.375000 Penalty: 4843.540039
	Iteration 41Q: 3 clusters Score -2090245 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2090254.250000 Penalty: 4843.540039
	Iteration 42Q: 3 clusters Score -2090254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -2090254.500000 Penalty: 4843.540039
	Iteration 43Q: 3 clusters Score -2090254 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2090257.250000 Penalty: 4843.540039
	Iteration 44Q: 3 clusters Score -2090257 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2090264.750000 Penalty: 4843.540039
	Iteration 45Q: 3 clusters Score -2090265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2090269.500000 Penalty: 4843.540039
	Iteration 46Q: 3 clusters Score -2090270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2090277.875000 Penalty: 4843.540039
	Iteration 47Q: 3 clusters Score -2090278 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2090284.375000 Penalty: 4843.540039
	Iteration 48Q: 3 clusters Score -2090284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2090285.250000 Penalty: 4843.540039
	Iteration 49Q: 3 clusters Score -2090285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16656 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2090289.000000 Penalty: 4843.540039
	Iteration 50Q: 3 clusters Score -2090289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2090293.250000 Penalty: 4843.540039
	Iteration 51Q: 3 clusters Score -2090293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2090297.250000 Penalty: 4843.540039
	Iteration 52Q: 3 clusters Score -2090297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2090297.250000 Penalty: 4843.540039
	Iteration 53F: 3 clusters Score -2090297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Entering Unmasked Estep 
Score: -47146.933594 Penalty: 1531.098999
	Iteration 0F: 2 clusters Score -47146.93 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 234 members 
Entering Unmasked Estep 
Score: -45631.898438 Penalty: 3062.197998
	Iteration 0F: 3 clusters Score -45631.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -45841.128906 Penalty: 3062.197998
	Iteration 1F: 3 clusters Score -45841.13 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45961.195312 Penalty: 3062.197998
	Iteration 2F: 3 clusters Score -45961.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46043.515625 Penalty: 3062.197998
	Iteration 3Q: 3 clusters Score -46043.52 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46090.949219 Penalty: 3062.197998
	Iteration 4Q: 3 clusters Score -46090.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46136.402344 Penalty: 3062.197998
	Iteration 5Q: 3 clusters Score -46136.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -46172.355469 Penalty: 3062.197998
	Iteration 6Q: 3 clusters Score -46172.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46199.175781 Penalty: 3062.197998
	Iteration 7Q: 3 clusters Score -46199.18 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46224.796875 Penalty: 3062.197998
	Iteration 8Q: 3 clusters Score -46224.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46251.945312 Penalty: 3062.197998
	Iteration 9Q: 3 clusters Score -46251.95 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -46278.531250 Penalty: 3062.197998
	Iteration 10Q: 3 clusters Score -46278.53 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -46374.000000 Penalty: 3062.197998
	Iteration 11Q: 3 clusters Score -46374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -46447.718750 Penalty: 3062.197998
	Iteration 12Q: 3 clusters Score -46447.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46513.425781 Penalty: 3062.197998
	Iteration 13Q: 3 clusters Score -46513.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -46570.761719 Penalty: 3062.197998
	Iteration 14Q: 3 clusters Score -46570.76 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -46637.609375 Penalty: 3062.197998
	Iteration 15Q: 3 clusters Score -46637.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46675.210938 Penalty: 3062.197998
	Iteration 16Q: 3 clusters Score -46675.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46695.375000 Penalty: 3062.197998
	Iteration 17Q: 3 clusters Score -46695.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -46702.699219 Penalty: 3062.197998
	Iteration 18Q: 3 clusters Score -46702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -46709.773438 Penalty: 3062.197998
	Iteration 19Q: 3 clusters Score -46709.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46713.816406 Penalty: 3062.197998
	Iteration 20F: 3 clusters Score -46713.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46714.324219 Penalty: 3062.197998
	Iteration 21Q: 3 clusters Score -46714.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46714.324219 Penalty: 3062.197998
	Iteration 22F: 3 clusters Score -46714.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (270755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270755 members 
Entering Unmasked Estep 
Score: -31918400.000000 Penalty: 3102.224365
	Iteration 0F: 2 clusters Score -3.19184e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134870 members 
Mstep: Class 2 contains 135885 members 
Entering Unmasked Estep 
Score: -31742562.000000 Penalty: 6204.448730
	Iteration 0F: 3 clusters Score -3.174256e+07 nChanged 130667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123947 members 
Mstep: Class 2 contains 146808 members 
Entering Unmasked Estep 
Score: -31820610.000000 Penalty: 6204.448730
	Iteration 1F: 3 clusters Score -3.182061e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117445 members 
Mstep: Class 2 contains 153310 members 
Entering Unmasked Estep 
Score: -31823578.000000 Penalty: 6204.448730
	Iteration 2Q: 3 clusters Score -3.182358e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107765 members 
Mstep: Class 2 contains 162990 members 
Entering Unmasked Estep 
Score: -31828714.000000 Penalty: 6204.448730
	Iteration 3Q: 3 clusters Score -3.182871e+07 nChanged 15111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94208 members 
Mstep: Class 2 contains 176547 members 
Entering Unmasked Estep 
Score: -31838038.000000 Penalty: 6204.448730
	Iteration 4F: 3 clusters Score -3.183804e+07 nChanged 18367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77315 members 
Mstep: Class 2 contains 193440 members 
Entering Unmasked Estep 
Score: -31852030.000000 Penalty: 6204.448730
	Iteration 5F: 3 clusters Score -3.185203e+07 nChanged 18923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60240 members 
Mstep: Class 2 contains 210515 members 
Entering Unmasked Estep 
Score: -31867960.000000 Penalty: 6204.448730
	Iteration 6F: 3 clusters Score -3.186796e+07 nChanged 16168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46890 members 
Mstep: Class 2 contains 223865 members 
Entering Unmasked Estep 
Score: -31882258.000000 Penalty: 6204.448730
	Iteration 7F: 3 clusters Score -3.188226e+07 nChanged 12038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39092 members 
Mstep: Class 2 contains 231663 members 
Entering Unmasked Estep 
Score: -31891376.000000 Penalty: 6204.448730
	Iteration 8Q: 3 clusters Score -3.189138e+07 nChanged 8551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34943 members 
Mstep: Class 2 contains 235812 members 
Entering Unmasked Estep 
Score: -31896566.000000 Penalty: 6204.448730
	Iteration 9Q: 3 clusters Score -3.189657e+07 nChanged 5562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 238634 members 
Entering Unmasked Estep 
Score: -31898946.000000 Penalty: 6204.448730
	Iteration 10Q: 3 clusters Score -3.189895e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 240999 members 
Entering Unmasked Estep 
Score: -31900438.000000 Penalty: 6204.448730
	Iteration 11Q: 3 clusters Score -3.190044e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 243097 members 
Entering Unmasked Estep 
Score: -31901784.000000 Penalty: 6204.448730
	Iteration 12Q: 3 clusters Score -3.190178e+07 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 245022 members 
Entering Unmasked Estep 
Score: -31902818.000000 Penalty: 6204.448730
	Iteration 13Q: 3 clusters Score -3.190282e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24024 members 
Mstep: Class 2 contains 246731 members 
Entering Unmasked Estep 
Score: -31903772.000000 Penalty: 6204.448730
	Iteration 14Q: 3 clusters Score -3.190377e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 248367 members 
Entering Unmasked Estep 
Score: -31904654.000000 Penalty: 6204.448730
	Iteration 15Q: 3 clusters Score -3.190465e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 249871 members 
Entering Unmasked Estep 
Score: -31905520.000000 Penalty: 6204.448730
	Iteration 16Q: 3 clusters Score -3.190552e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 251240 members 
Entering Unmasked Estep 
Score: -31906156.000000 Penalty: 6204.448730
	Iteration 17Q: 3 clusters Score -3.190616e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 252550 members 
Entering Unmasked Estep 
Score: -31906850.000000 Penalty: 6204.448730
	Iteration 18Q: 3 clusters Score -3.190685e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17012 members 
Mstep: Class 2 contains 253743 members 
Entering Unmasked Estep 
Score: -31907558.000000 Penalty: 6204.448730
	Iteration 19Q: 3 clusters Score -3.190756e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 254841 members 
Entering Unmasked Estep 
Score: -31908216.000000 Penalty: 6204.448730
	Iteration 20F: 3 clusters Score -3.190822e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14895 members 
Mstep: Class 2 contains 255860 members 
Entering Unmasked Estep 
Score: -31908650.000000 Penalty: 6204.448730
	Iteration 21Q: 3 clusters Score -3.190865e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 256750 members 
Entering Unmasked Estep 
Score: -31909080.000000 Penalty: 6204.448730
	Iteration 22Q: 3 clusters Score -3.190908e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 257581 members 
Entering Unmasked Estep 
Score: -31909626.000000 Penalty: 6204.448730
	Iteration 23Q: 3 clusters Score -3.190963e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 258353 members 
Entering Unmasked Estep 
Score: -31910026.000000 Penalty: 6204.448730
	Iteration 24Q: 3 clusters Score -3.191003e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 259089 members 
Entering Unmasked Estep 
Score: -31910470.000000 Penalty: 6204.448730
	Iteration 25Q: 3 clusters Score -3.191047e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10997 members 
Mstep: Class 2 contains 259758 members 
Entering Unmasked Estep 
Score: -31910816.000000 Penalty: 6204.448730
	Iteration 26Q: 3 clusters Score -3.191082e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 260364 members 
Entering Unmasked Estep 
Score: -31911100.000000 Penalty: 6204.448730
	Iteration 27Q: 3 clusters Score -3.19111e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 260925 members 
Entering Unmasked Estep 
Score: -31911484.000000 Penalty: 6204.448730
	Iteration 28Q: 3 clusters Score -3.191148e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 261435 members 
Entering Unmasked Estep 
Score: -31911786.000000 Penalty: 6204.448730
	Iteration 29Q: 3 clusters Score -3.191179e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 261911 members 
Entering Unmasked Estep 
Score: -31912004.000000 Penalty: 6204.448730
	Iteration 30Q: 3 clusters Score -3.1912e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 262323 members 
Entering Unmasked Estep 
Score: -31912222.000000 Penalty: 6204.448730
	Iteration 31Q: 3 clusters Score -3.191222e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8021 members 
Mstep: Class 2 contains 262734 members 
Entering Unmasked Estep 
Score: -31912496.000000 Penalty: 6204.448730
	Iteration 32Q: 3 clusters Score -3.19125e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 263112 members 
Entering Unmasked Estep 
Score: -31912670.000000 Penalty: 6204.448730
	Iteration 33Q: 3 clusters Score -3.191267e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 263484 members 
Entering Unmasked Estep 
Score: -31912890.000000 Penalty: 6204.448730
	Iteration 34Q: 3 clusters Score -3.191289e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 263833 members 
Entering Unmasked Estep 
Score: -31913062.000000 Penalty: 6204.448730
	Iteration 35Q: 3 clusters Score -3.191306e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 264149 members 
Entering Unmasked Estep 
Score: -31913188.000000 Penalty: 6204.448730
	Iteration 36Q: 3 clusters Score -3.191319e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 264448 members 
Entering Unmasked Estep 
Score: -31913366.000000 Penalty: 6204.448730
	Iteration 37Q: 3 clusters Score -3.191337e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 264730 members 
Entering Unmasked Estep 
Score: -31913534.000000 Penalty: 6204.448730
	Iteration 38Q: 3 clusters Score -3.191353e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 264997 members 
Entering Unmasked Estep 
Score: -31913674.000000 Penalty: 6204.448730
	Iteration 39Q: 3 clusters Score -3.191367e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 265233 members 
Entering Unmasked Estep 
Score: -31913776.000000 Penalty: 6204.448730
	Iteration 40F: 3 clusters Score -3.191378e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 265430 members 
Entering Unmasked Estep 
Score: -31913854.000000 Penalty: 6204.448730
	Iteration 41Q: 3 clusters Score -3.191385e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 265624 members 
Entering Unmasked Estep 
Score: -31913980.000000 Penalty: 6204.448730
	Iteration 42Q: 3 clusters Score -3.191398e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 265787 members 
Entering Unmasked Estep 
Score: -31914068.000000 Penalty: 6204.448730
	Iteration 43Q: 3 clusters Score -3.191407e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 265935 members 
Entering Unmasked Estep 
Score: -31914188.000000 Penalty: 6204.448730
	Iteration 44Q: 3 clusters Score -3.191419e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 266067 members 
Entering Unmasked Estep 
Score: -31914186.000000 Penalty: 6204.448730
	Iteration 45Q: 3 clusters Score -3.191419e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 266180 members 
Entering Unmasked Estep 
Score: -31914336.000000 Penalty: 6204.448730
	Iteration 46Q: 3 clusters Score -3.191434e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 266287 members 
Entering Unmasked Estep 
Score: -31914358.000000 Penalty: 6204.448730
	Iteration 47Q: 3 clusters Score -3.191436e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 266407 members 
Entering Unmasked Estep 
Score: -31914418.000000 Penalty: 6204.448730
	Iteration 48Q: 3 clusters Score -3.191442e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 266525 members 
Entering Unmasked Estep 
Score: -31914466.000000 Penalty: 6204.448730
	Iteration 49Q: 3 clusters Score -3.191447e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 266625 members 
Entering Unmasked Estep 
Score: -31914492.000000 Penalty: 6204.448730
	Iteration 50Q: 3 clusters Score -3.191449e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 266698 members 
Entering Unmasked Estep 
Score: -31914492.000000 Penalty: 6204.448730
	Iteration 51Q: 3 clusters Score -3.191449e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 266757 members 
Entering Unmasked Estep 
Score: -31914530.000000 Penalty: 6204.448730
	Iteration 52Q: 3 clusters Score -3.191453e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 266817 members 
Entering Unmasked Estep 
Score: -31914586.000000 Penalty: 6204.448730
	Iteration 53Q: 3 clusters Score -3.191459e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 266890 members 
Entering Unmasked Estep 
Score: -31914642.000000 Penalty: 6204.448730
	Iteration 54Q: 3 clusters Score -3.191464e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 266953 members 
Entering Unmasked Estep 
Score: -31914660.000000 Penalty: 6204.448730
	Iteration 55Q: 3 clusters Score -3.191466e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 266997 members 
Entering Unmasked Estep 
Score: -31914666.000000 Penalty: 6204.448730
	Iteration 56Q: 3 clusters Score -3.191467e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 267026 members 
Entering Unmasked Estep 
Score: -31914680.000000 Penalty: 6204.448730
	Iteration 57Q: 3 clusters Score -3.191468e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 267050 members 
Entering Unmasked Estep 
Score: -31914732.000000 Penalty: 6204.448730
	Iteration 58Q: 3 clusters Score -3.191473e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 267074 members 
Entering Unmasked Estep 
Score: -31914776.000000 Penalty: 6204.448730
	Iteration 59Q: 3 clusters Score -3.191478e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 267102 members 
Entering Unmasked Estep 
Score: -31914784.000000 Penalty: 6204.448730
	Iteration 60F: 3 clusters Score -3.191478e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 267132 members 
Entering Unmasked Estep 
Score: -31914806.000000 Penalty: 6204.448730
	Iteration 61Q: 3 clusters Score -3.191481e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 267159 members 
Entering Unmasked Estep 
Score: -31914780.000000 Penalty: 6204.448730
	Iteration 62Q: 3 clusters Score -3.191478e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 267188 members 
Entering Unmasked Estep 
Score: -31914798.000000 Penalty: 6204.448730
	Iteration 63Q: 3 clusters Score -3.19148e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 267219 members 
Entering Unmasked Estep 
Score: -31914834.000000 Penalty: 6204.448730
	Iteration 64Q: 3 clusters Score -3.191483e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 267246 members 
Entering Unmasked Estep 
Score: -31914842.000000 Penalty: 6204.448730
	Iteration 65Q: 3 clusters Score -3.191484e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 267284 members 
Entering Unmasked Estep 
Score: -31914892.000000 Penalty: 6204.448730
	Iteration 66Q: 3 clusters Score -3.191489e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 267309 members 
Entering Unmasked Estep 
Score: -31914926.000000 Penalty: 6204.448730
	Iteration 67Q: 3 clusters Score -3.191493e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 267325 members 
Entering Unmasked Estep 
Score: -31914904.000000 Penalty: 6204.448730
	Iteration 68Q: 3 clusters Score -3.19149e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 267340 members 
Entering Unmasked Estep 
Score: -31914936.000000 Penalty: 6204.448730
	Iteration 69Q: 3 clusters Score -3.191494e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 267358 members 
Entering Unmasked Estep 
Score: -31914948.000000 Penalty: 6204.448730
	Iteration 70Q: 3 clusters Score -3.191495e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 267376 members 
Entering Unmasked Estep 
Score: -31914958.000000 Penalty: 6204.448730
	Iteration 71Q: 3 clusters Score -3.191496e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 267394 members 
Entering Unmasked Estep 
Score: -31914962.000000 Penalty: 6204.448730
	Iteration 72Q: 3 clusters Score -3.191496e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 267405 members 
Entering Unmasked Estep 
Score: -31914972.000000 Penalty: 6204.448730
	Iteration 73Q: 3 clusters Score -3.191497e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 267430 members 
Entering Unmasked Estep 
Score: -31914980.000000 Penalty: 6204.448730
	Iteration 74Q: 3 clusters Score -3.191498e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 267450 members 
Entering Unmasked Estep 
Score: -31914962.000000 Penalty: 6204.448730
	Iteration 75Q: 3 clusters Score -3.191496e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 267469 members 
Entering Unmasked Estep 
Score: -31914960.000000 Penalty: 6204.448730
	Iteration 76Q: 3 clusters Score -3.191496e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 267490 members 
Entering Unmasked Estep 
Score: -31914940.000000 Penalty: 6204.448730
	Iteration 77Q: 3 clusters Score -3.191494e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 267515 members 
Entering Unmasked Estep 
Score: -31914962.000000 Penalty: 6204.448730
	Iteration 78Q: 3 clusters Score -3.191496e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 267532 members 
Entering Unmasked Estep 
Score: -31914982.000000 Penalty: 6204.448730
	Iteration 79Q: 3 clusters Score -3.191498e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 267539 members 
Entering Unmasked Estep 
Score: -31914980.000000 Penalty: 6204.448730
	Iteration 80F: 3 clusters Score -3.191498e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 267542 members 
Entering Unmasked Estep 
Score: -31914986.000000 Penalty: 6204.448730
	Iteration 81Q: 3 clusters Score -3.191499e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 267543 members 
Entering Unmasked Estep 
Score: -31914978.000000 Penalty: 6204.448730
	Iteration 82Q: 3 clusters Score -3.191498e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 267551 members 
Entering Unmasked Estep 
Score: -31914980.000000 Penalty: 6204.448730
	Iteration 83Q: 3 clusters Score -3.191498e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 267561 members 
Entering Unmasked Estep 
Score: -31914972.000000 Penalty: 6204.448730
	Iteration 84Q: 3 clusters Score -3.191497e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 267569 members 
Entering Unmasked Estep 
Score: -31914988.000000 Penalty: 6204.448730
	Iteration 85Q: 3 clusters Score -3.191499e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 267580 members 
Entering Unmasked Estep 
Score: -31914972.000000 Penalty: 6204.448730
	Iteration 86Q: 3 clusters Score -3.191497e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 267592 members 
Entering Unmasked Estep 
Score: -31914986.000000 Penalty: 6204.448730
	Iteration 87Q: 3 clusters Score -3.191499e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 267601 members 
Entering Unmasked Estep 
Score: -31915020.000000 Penalty: 6204.448730
	Iteration 88Q: 3 clusters Score -3.191502e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 267608 members 
Entering Unmasked Estep 
Score: -31915024.000000 Penalty: 6204.448730
	Iteration 89Q: 3 clusters Score -3.191502e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 267619 members 
Entering Unmasked Estep 
Score: -31915012.000000 Penalty: 6204.448730
	Iteration 90Q: 3 clusters Score -3.191501e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 267629 members 
Entering Unmasked Estep 
Score: -31915004.000000 Penalty: 6204.448730
	Iteration 91Q: 3 clusters Score -3.1915e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 267637 members 
Entering Unmasked Estep 
Score: -31915028.000000 Penalty: 6204.448730
	Iteration 92Q: 3 clusters Score -3.191503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 267644 members 
Entering Unmasked Estep 
Score: -31915028.000000 Penalty: 6204.448730
	Iteration 93Q: 3 clusters Score -3.191503e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 267654 members 
Entering Unmasked Estep 
Score: -31915030.000000 Penalty: 6204.448730
	Iteration 94Q: 3 clusters Score -3.191503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 267661 members 
Entering Unmasked Estep 
Score: -31915046.000000 Penalty: 6204.448730
	Iteration 95Q: 3 clusters Score -3.191505e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 267664 members 
Entering Unmasked Estep 
Score: -31915044.000000 Penalty: 6204.448730
	Iteration 96Q: 3 clusters Score -3.191504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 267661 members 
Entering Unmasked Estep 
Score: -31915044.000000 Penalty: 6204.448730
	Iteration 97Q: 3 clusters Score -3.191504e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 267656 members 
Entering Unmasked Estep 
Score: -31915036.000000 Penalty: 6204.448730
	Iteration 98Q: 3 clusters Score -3.191504e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 267656 members 
Entering Unmasked Estep 
Score: -31915026.000000 Penalty: 6204.448730
	Iteration 99Q: 3 clusters Score -3.191503e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 267661 members 
Entering Unmasked Estep 
Score: -31915058.000000 Penalty: 6204.448730
	Iteration 100F: 3 clusters Score -3.191506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 267666 members 
Entering Unmasked Estep 
Score: -31915056.000000 Penalty: 6204.448730
	Iteration 101Q: 3 clusters Score -3.191506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 267664 members 
Entering Unmasked Estep 
Score: -31915052.000000 Penalty: 6204.448730
	Iteration 102Q: 3 clusters Score -3.191505e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 267663 members 
Entering Unmasked Estep 
Score: -31915048.000000 Penalty: 6204.448730
	Iteration 103Q: 3 clusters Score -3.191505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 267663 members 
Entering Unmasked Estep 
Score: -31915048.000000 Penalty: 6204.448730
	Iteration 104F: 3 clusters Score -3.191505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (21266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Entering Unmasked Estep 
Score: -2335588.250000 Penalty: 2471.286377
	Iteration 0F: 2 clusters Score -2335588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2320675.250000 Penalty: 4942.572754
	Iteration 0F: 3 clusters Score -2320675 nChanged 9383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -2325932.750000 Penalty: 4942.572754
	Iteration 1F: 3 clusters Score -2325933 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -2326463.750000 Penalty: 4942.572754
	Iteration 2F: 3 clusters Score -2326464 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -2326955.750000 Penalty: 4942.572754
	Iteration 3F: 3 clusters Score -2326956 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2327503.250000 Penalty: 4942.572754
	Iteration 4Q: 3 clusters Score -2327503 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -2328148.000000 Penalty: 4942.572754
	Iteration 5F: 3 clusters Score -2328148 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -2328842.000000 Penalty: 4942.572754
	Iteration 6F: 3 clusters Score -2328842 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -2329487.250000 Penalty: 4942.572754
	Iteration 7F: 3 clusters Score -2329487 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2330033.250000 Penalty: 4942.572754
	Iteration 8Q: 3 clusters Score -2330033 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -2330486.000000 Penalty: 4942.572754
	Iteration 9Q: 3 clusters Score -2330486 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -2330819.250000 Penalty: 4942.572754
	Iteration 10Q: 3 clusters Score -2330819 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -2331078.750000 Penalty: 4942.572754
	Iteration 11Q: 3 clusters Score -2331079 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -2331315.750000 Penalty: 4942.572754
	Iteration 12Q: 3 clusters Score -2331316 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -2331521.250000 Penalty: 4942.572754
	Iteration 13Q: 3 clusters Score -2331521 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -2331711.000000 Penalty: 4942.572754
	Iteration 14Q: 3 clusters Score -2331711 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2331857.000000 Penalty: 4942.572754
	Iteration 15Q: 3 clusters Score -2331857 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2332007.500000 Penalty: 4942.572754
	Iteration 16Q: 3 clusters Score -2332008 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -2332193.000000 Penalty: 4942.572754
	Iteration 17Q: 3 clusters Score -2332193 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -2332369.750000 Penalty: 4942.572754
	Iteration 18Q: 3 clusters Score -2332370 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2332530.500000 Penalty: 4942.572754
	Iteration 19Q: 3 clusters Score -2332530 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -2332689.250000 Penalty: 4942.572754
	Iteration 20F: 3 clusters Score -2332689 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2332820.250000 Penalty: 4942.572754
	Iteration 21Q: 3 clusters Score -2332820 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2332936.750000 Penalty: 4942.572754
	Iteration 22Q: 3 clusters Score -2332937 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2333039.750000 Penalty: 4942.572754
	Iteration 23Q: 3 clusters Score -2333040 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2333150.750000 Penalty: 4942.572754
	Iteration 24Q: 3 clusters Score -2333151 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2333236.000000 Penalty: 4942.572754
	Iteration 25Q: 3 clusters Score -2333236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -2333294.500000 Penalty: 4942.572754
	Iteration 26Q: 3 clusters Score -2333294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -2333345.500000 Penalty: 4942.572754
	Iteration 27Q: 3 clusters Score -2333346 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 18899 members 
Entering Unmasked Estep 
Score: -2333395.500000 Penalty: 4942.572754
	Iteration 28Q: 3 clusters Score -2333396 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -2333437.500000 Penalty: 4942.572754
	Iteration 29Q: 3 clusters Score -2333438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 19103 members 
Entering Unmasked Estep 
Score: -2333478.500000 Penalty: 4942.572754
	Iteration 30Q: 3 clusters Score -2333478 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 19180 members 
Entering Unmasked Estep 
Score: -2333506.750000 Penalty: 4942.572754
	Iteration 31Q: 3 clusters Score -2333507 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -2333540.000000 Penalty: 4942.572754
	Iteration 32Q: 3 clusters Score -2333540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 19307 members 
Entering Unmasked Estep 
Score: -2333557.250000 Penalty: 4942.572754
	Iteration 33Q: 3 clusters Score -2333557 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 19348 members 
Entering Unmasked Estep 
Score: -2333569.250000 Penalty: 4942.572754
	Iteration 34Q: 3 clusters Score -2333569 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2333587.000000 Penalty: 4942.572754
	Iteration 35Q: 3 clusters Score -2333587 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 19399 members 
Entering Unmasked Estep 
Score: -2333588.500000 Penalty: 4942.572754
	Iteration 36Q: 3 clusters Score -2333588 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -2333599.250000 Penalty: 4942.572754
	Iteration 37Q: 3 clusters Score -2333599 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2333612.000000 Penalty: 4942.572754
	Iteration 38Q: 3 clusters Score -2333612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -2333614.750000 Penalty: 4942.572754
	Iteration 39Q: 3 clusters Score -2333615 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -2333625.000000 Penalty: 4942.572754
	Iteration 40F: 3 clusters Score -2333625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2333628.750000 Penalty: 4942.572754
	Iteration 41Q: 3 clusters Score -2333629 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2333636.750000 Penalty: 4942.572754
	Iteration 42Q: 3 clusters Score -2333637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -2333640.750000 Penalty: 4942.572754
	Iteration 43Q: 3 clusters Score -2333641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -2333655.000000 Penalty: 4942.572754
	Iteration 44Q: 3 clusters Score -2333655 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 19585 members 
Entering Unmasked Estep 
Score: -2333680.000000 Penalty: 4942.572754
	Iteration 45Q: 3 clusters Score -2333680 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
Score: -2333703.500000 Penalty: 4942.572754
	Iteration 46Q: 3 clusters Score -2333704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 19632 members 
Entering Unmasked Estep 
Score: -2333717.000000 Penalty: 4942.572754
	Iteration 47Q: 3 clusters Score -2333717 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 19655 members 
Entering Unmasked Estep 
Score: -2333731.500000 Penalty: 4942.572754
	Iteration 48Q: 3 clusters Score -2333732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2333744.250000 Penalty: 4942.572754
	Iteration 49Q: 3 clusters Score -2333744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2333758.500000 Penalty: 4942.572754
	Iteration 50Q: 3 clusters Score -2333758 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -2333773.000000 Penalty: 4942.572754
	Iteration 51Q: 3 clusters Score -2333773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -2333780.750000 Penalty: 4942.572754
	Iteration 52Q: 3 clusters Score -2333781 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -2333780.250000 Penalty: 4942.572754
	Iteration 53Q: 3 clusters Score -2333780 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -2333789.250000 Penalty: 4942.572754
	Iteration 54Q: 3 clusters Score -2333789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -2333790.750000 Penalty: 4942.572754
	Iteration 55Q: 3 clusters Score -2333791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -2333792.750000 Penalty: 4942.572754
	Iteration 56Q: 3 clusters Score -2333793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -2333792.500000 Penalty: 4942.572754
	Iteration 57Q: 3 clusters Score -2333792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2333794.000000 Penalty: 4942.572754
	Iteration 58Q: 3 clusters Score -2333794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 19768 members 
Entering Unmasked Estep 
Score: -2333799.500000 Penalty: 4942.572754
	Iteration 59Q: 3 clusters Score -2333800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 19774 members 
Entering Unmasked Estep 
Score: -2333802.500000 Penalty: 4942.572754
	Iteration 60F: 3 clusters Score -2333802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 19780 members 
Entering Unmasked Estep 
Score: -2333803.500000 Penalty: 4942.572754
	Iteration 61Q: 3 clusters Score -2333804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2333805.750000 Penalty: 4942.572754
	Iteration 62Q: 3 clusters Score -2333806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 19801 members 
Entering Unmasked Estep 
Score: -2333814.750000 Penalty: 4942.572754
	Iteration 63Q: 3 clusters Score -2333815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -2333815.000000 Penalty: 4942.572754
	Iteration 64Q: 3 clusters Score -2333815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 19815 members 
Entering Unmasked Estep 
Score: -2333820.750000 Penalty: 4942.572754
	Iteration 65Q: 3 clusters Score -2333821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 19823 members 
Entering Unmasked Estep 
Score: -2333826.000000 Penalty: 4942.572754
	Iteration 66Q: 3 clusters Score -2333826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2333827.500000 Penalty: 4942.572754
	Iteration 67Q: 3 clusters Score -2333828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2333830.750000 Penalty: 4942.572754
	Iteration 68Q: 3 clusters Score -2333831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2333827.500000 Penalty: 4942.572754
	Iteration 69Q: 3 clusters Score -2333828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2333831.500000 Penalty: 4942.572754
	Iteration 70Q: 3 clusters Score -2333832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2333831.500000 Penalty: 4942.572754
	Iteration 71Q: 3 clusters Score -2333832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -2333833.750000 Penalty: 4942.572754
	Iteration 72Q: 3 clusters Score -2333834 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 19826 members 
Entering Unmasked Estep 
Score: -2333833.000000 Penalty: 4942.572754
	Iteration 73Q: 3 clusters Score -2333833 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -2333829.500000 Penalty: 4942.572754
	Iteration 74Q: 3 clusters Score -2333830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2333831.250000 Penalty: 4942.572754
	Iteration 75Q: 3 clusters Score -2333831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 19824 members 
Entering Unmasked Estep 
Score: -2333831.250000 Penalty: 4942.572754
	Iteration 76F: 3 clusters Score -2333831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Entering Unmasked Estep 
Score: -1160689.750000 Penalty: 2293.604736
	Iteration 0F: 2 clusters Score -1160690 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -1152802.500000 Penalty: 4587.209473
	Iteration 0F: 3 clusters Score -1152802 nChanged 4358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1155014.875000 Penalty: 4587.209473
	Iteration 1F: 3 clusters Score -1155015 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1155317.625000 Penalty: 4587.209473
	Iteration 2F: 3 clusters Score -1155318 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1155602.500000 Penalty: 4587.209473
	Iteration 3F: 3 clusters Score -1155602 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1155880.000000 Penalty: 4587.209473
	Iteration 4Q: 3 clusters Score -1155880 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1156241.625000 Penalty: 4587.209473
	Iteration 5Q: 3 clusters Score -1156242 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 5377 members 
Entering Unmasked Estep 
Score: -1156633.750000 Penalty: 4587.209473
	Iteration 6F: 3 clusters Score -1156634 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1157095.000000 Penalty: 4587.209473
	Iteration 7F: 3 clusters Score -1157095 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1157530.875000 Penalty: 4587.209473
	Iteration 8F: 3 clusters Score -1157531 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -1157886.000000 Penalty: 4587.209473
	Iteration 9F: 3 clusters Score -1157886 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -1158103.375000 Penalty: 4587.209473
	Iteration 10Q: 3 clusters Score -1158103 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1158260.500000 Penalty: 4587.209473
	Iteration 11Q: 3 clusters Score -1158260 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1158355.125000 Penalty: 4587.209473
	Iteration 12Q: 3 clusters Score -1158355 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1158431.375000 Penalty: 4587.209473
	Iteration 13Q: 3 clusters Score -1158431 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1158479.750000 Penalty: 4587.209473
	Iteration 14Q: 3 clusters Score -1158480 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1158506.500000 Penalty: 4587.209473
	Iteration 15Q: 3 clusters Score -1158506 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1158539.625000 Penalty: 4587.209473
	Iteration 16Q: 3 clusters Score -1158540 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1158557.500000 Penalty: 4587.209473
	Iteration 17Q: 3 clusters Score -1158558 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1158566.875000 Penalty: 4587.209473
	Iteration 18Q: 3 clusters Score -1158567 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1158578.125000 Penalty: 4587.209473
	Iteration 19Q: 3 clusters Score -1158578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1158588.625000 Penalty: 4587.209473
	Iteration 20F: 3 clusters Score -1158589 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1158598.000000 Penalty: 4587.209473
	Iteration 21Q: 3 clusters Score -1158598 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1158604.750000 Penalty: 4587.209473
	Iteration 22Q: 3 clusters Score -1158605 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1158609.250000 Penalty: 4587.209473
	Iteration 23Q: 3 clusters Score -1158609 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1158616.500000 Penalty: 4587.209473
	Iteration 24Q: 3 clusters Score -1158616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1158619.875000 Penalty: 4587.209473
	Iteration 25Q: 3 clusters Score -1158620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1158623.250000 Penalty: 4587.209473
	Iteration 26Q: 3 clusters Score -1158623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1158620.750000 Penalty: 4587.209473
	Iteration 27Q: 3 clusters Score -1158621 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5283 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1158628.000000 Penalty: 4587.209473
	Iteration 28Q: 3 clusters Score -1158628 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1158633.000000 Penalty: 4587.209473
	Iteration 29Q: 3 clusters Score -1158633 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -1158642.500000 Penalty: 4587.209473
	Iteration 30Q: 3 clusters Score -1158642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1158656.375000 Penalty: 4587.209473
	Iteration 31Q: 3 clusters Score -1158656 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1158670.500000 Penalty: 4587.209473
	Iteration 32Q: 3 clusters Score -1158670 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1158691.625000 Penalty: 4587.209473
	Iteration 33Q: 3 clusters Score -1158692 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -1158711.250000 Penalty: 4587.209473
	Iteration 34Q: 3 clusters Score -1158711 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1158724.250000 Penalty: 4587.209473
	Iteration 35Q: 3 clusters Score -1158724 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1158738.500000 Penalty: 4587.209473
	Iteration 36Q: 3 clusters Score -1158738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1158743.125000 Penalty: 4587.209473
	Iteration 37Q: 3 clusters Score -1158743 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1158755.875000 Penalty: 4587.209473
	Iteration 38Q: 3 clusters Score -1158756 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1158767.625000 Penalty: 4587.209473
	Iteration 39Q: 3 clusters Score -1158768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1158771.875000 Penalty: 4587.209473
	Iteration 40F: 3 clusters Score -1158772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1158777.750000 Penalty: 4587.209473
	Iteration 41Q: 3 clusters Score -1158778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1158784.000000 Penalty: 4587.209473
	Iteration 42Q: 3 clusters Score -1158784 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1158787.125000 Penalty: 4587.209473
	Iteration 43Q: 3 clusters Score -1158787 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1158792.625000 Penalty: 4587.209473
	Iteration 44Q: 3 clusters Score -1158793 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -1158793.750000 Penalty: 4587.209473
	Iteration 45Q: 3 clusters Score -1158794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1158798.750000 Penalty: 4587.209473
	Iteration 46Q: 3 clusters Score -1158799 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1158805.750000 Penalty: 4587.209473
	Iteration 47Q: 3 clusters Score -1158806 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1158813.500000 Penalty: 4587.209473
	Iteration 48Q: 3 clusters Score -1158814 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1158818.500000 Penalty: 4587.209473
	Iteration 49Q: 3 clusters Score -1158818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1158825.375000 Penalty: 4587.209473
	Iteration 50Q: 3 clusters Score -1158825 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1158834.250000 Penalty: 4587.209473
	Iteration 51Q: 3 clusters Score -1158834 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1158834.875000 Penalty: 4587.209473
	Iteration 52Q: 3 clusters Score -1158835 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5998 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1158842.500000 Penalty: 4587.209473
	Iteration 53Q: 3 clusters Score -1158842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1158846.375000 Penalty: 4587.209473
	Iteration 54Q: 3 clusters Score -1158846 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1158849.375000 Penalty: 4587.209473
	Iteration 55Q: 3 clusters Score -1158849 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1158855.375000 Penalty: 4587.209473
	Iteration 56Q: 3 clusters Score -1158855 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1158858.750000 Penalty: 4587.209473
	Iteration 57Q: 3 clusters Score -1158859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -1158861.375000 Penalty: 4587.209473
	Iteration 58Q: 3 clusters Score -1158861 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1158860.250000 Penalty: 4587.209473
	Iteration 59Q: 3 clusters Score -1158860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1158863.125000 Penalty: 4587.209473
	Iteration 60F: 3 clusters Score -1158863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1158866.250000 Penalty: 4587.209473
	Iteration 61Q: 3 clusters Score -1158866 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1158874.625000 Penalty: 4587.209473
	Iteration 62Q: 3 clusters Score -1158875 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1158875.625000 Penalty: 4587.209473
	Iteration 63Q: 3 clusters Score -1158876 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1158882.250000 Penalty: 4587.209473
	Iteration 64Q: 3 clusters Score -1158882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1158883.375000 Penalty: 4587.209473
	Iteration 65Q: 3 clusters Score -1158883 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1158886.250000 Penalty: 4587.209473
	Iteration 66Q: 3 clusters Score -1158886 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -1158890.750000 Penalty: 4587.209473
	Iteration 67Q: 3 clusters Score -1158891 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1158892.250000 Penalty: 4587.209473
	Iteration 68Q: 3 clusters Score -1158892 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1158898.125000 Penalty: 4587.209473
	Iteration 69Q: 3 clusters Score -1158898 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6334 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1158896.875000 Penalty: 4587.209473
	Iteration 70Q: 3 clusters Score -1158897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1158895.000000 Penalty: 4587.209473
	Iteration 71Q: 3 clusters Score -1158895 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1158897.875000 Penalty: 4587.209473
	Iteration 72Q: 3 clusters Score -1158898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1158900.750000 Penalty: 4587.209473
	Iteration 73Q: 3 clusters Score -1158901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1158904.000000 Penalty: 4587.209473
	Iteration 74Q: 3 clusters Score -1158904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1158909.375000 Penalty: 4587.209473
	Iteration 75Q: 3 clusters Score -1158909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1158912.000000 Penalty: 4587.209473
	Iteration 76Q: 3 clusters Score -1158912 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1158911.500000 Penalty: 4587.209473
	Iteration 77Q: 3 clusters Score -1158912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1158913.875000 Penalty: 4587.209473
	Iteration 78Q: 3 clusters Score -1158914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -1158912.625000 Penalty: 4587.209473
	Iteration 79Q: 3 clusters Score -1158913 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1158910.500000 Penalty: 4587.209473
	Iteration 80F: 3 clusters Score -1158910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -1158914.375000 Penalty: 4587.209473
	Iteration 81Q: 3 clusters Score -1158914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -1158916.625000 Penalty: 4587.209473
	Iteration 82Q: 3 clusters Score -1158917 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1158921.125000 Penalty: 4587.209473
	Iteration 83Q: 3 clusters Score -1158921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1158919.625000 Penalty: 4587.209473
	Iteration 84Q: 3 clusters Score -1158920 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1158922.750000 Penalty: 4587.209473
	Iteration 85Q: 3 clusters Score -1158923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1158923.750000 Penalty: 4587.209473
	Iteration 86Q: 3 clusters Score -1158924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1158923.875000 Penalty: 4587.209473
	Iteration 87Q: 3 clusters Score -1158924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1158924.625000 Penalty: 4587.209473
	Iteration 88Q: 3 clusters Score -1158925 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1158925.625000 Penalty: 4587.209473
	Iteration 89Q: 3 clusters Score -1158926 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1158926.250000 Penalty: 4587.209473
	Iteration 90Q: 3 clusters Score -1158926 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1158927.000000 Penalty: 4587.209473
	Iteration 91Q: 3 clusters Score -1158927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1158928.250000 Penalty: 4587.209473
	Iteration 92Q: 3 clusters Score -1158928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1158928.250000 Penalty: 4587.209473
	Iteration 93Q: 3 clusters Score -1158928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1158927.625000 Penalty: 4587.209473
	Iteration 94Q: 3 clusters Score -1158928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1158929.125000 Penalty: 4587.209473
	Iteration 95Q: 3 clusters Score -1158929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1158930.250000 Penalty: 4587.209473
	Iteration 96Q: 3 clusters Score -1158930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -1158930.250000 Penalty: 4587.209473
	Iteration 97Q: 3 clusters Score -1158930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1158931.875000 Penalty: 4587.209473
	Iteration 98Q: 3 clusters Score -1158932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1158929.375000 Penalty: 4587.209473
	Iteration 99Q: 3 clusters Score -1158929 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1158930.250000 Penalty: 4587.209473
	Iteration 100F: 3 clusters Score -1158930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1158929.000000 Penalty: 4587.209473
	Iteration 101Q: 3 clusters Score -1158929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1158928.875000 Penalty: 4587.209473
	Iteration 102Q: 3 clusters Score -1158929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1158930.875000 Penalty: 4587.209473
	Iteration 103Q: 3 clusters Score -1158931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1158931.125000 Penalty: 4587.209473
	Iteration 104Q: 3 clusters Score -1158931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -1158930.500000 Penalty: 4587.209473
	Iteration 105Q: 3 clusters Score -1158930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1158935.750000 Penalty: 4587.209473
	Iteration 106Q: 3 clusters Score -1158936 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1158935.125000 Penalty: 4587.209473
	Iteration 107Q: 3 clusters Score -1158935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1158938.250000 Penalty: 4587.209473
	Iteration 108Q: 3 clusters Score -1158938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1158937.375000 Penalty: 4587.209473
	Iteration 109Q: 3 clusters Score -1158937 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1158935.250000 Penalty: 4587.209473
	Iteration 110Q: 3 clusters Score -1158935 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1158937.125000 Penalty: 4587.209473
	Iteration 111Q: 3 clusters Score -1158937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1158937.875000 Penalty: 4587.209473
	Iteration 112Q: 3 clusters Score -1158938 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1158939.500000 Penalty: 4587.209473
	Iteration 113Q: 3 clusters Score -1158940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1158939.875000 Penalty: 4587.209473
	Iteration 114Q: 3 clusters Score -1158940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1158939.750000 Penalty: 4587.209473
	Iteration 115Q: 3 clusters Score -1158940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1158939.500000 Penalty: 4587.209473
	Iteration 116Q: 3 clusters Score -1158940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1158941.750000 Penalty: 4587.209473
	Iteration 117Q: 3 clusters Score -1158942 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1158943.750000 Penalty: 4587.209473
	Iteration 118Q: 3 clusters Score -1158944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1158944.125000 Penalty: 4587.209473
	Iteration 119Q: 3 clusters Score -1158944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1158944.375000 Penalty: 4587.209473
	Iteration 120F: 3 clusters Score -1158944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1158944.000000 Penalty: 4587.209473
	Iteration 121Q: 3 clusters Score -1158944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1158944.125000 Penalty: 4587.209473
	Iteration 122Q: 3 clusters Score -1158944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1158944.375000 Penalty: 4587.209473
	Iteration 123Q: 3 clusters Score -1158944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6679 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -1158946.375000 Penalty: 4587.209473
	Iteration 124Q: 3 clusters Score -1158946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -1158946.875000 Penalty: 4587.209473
	Iteration 125Q: 3 clusters Score -1158947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1158948.625000 Penalty: 4587.209473
	Iteration 126Q: 3 clusters Score -1158949 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1158950.750000 Penalty: 4587.209473
	Iteration 127Q: 3 clusters Score -1158951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -1158951.625000 Penalty: 4587.209473
	Iteration 128Q: 3 clusters Score -1158952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1158955.125000 Penalty: 4587.209473
	Iteration 129Q: 3 clusters Score -1158955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1158953.625000 Penalty: 4587.209473
	Iteration 130Q: 3 clusters Score -1158954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1158955.250000 Penalty: 4587.209473
	Iteration 131Q: 3 clusters Score -1158955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1158961.500000 Penalty: 4587.209473
	Iteration 132Q: 3 clusters Score -1158962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1158963.250000 Penalty: 4587.209473
	Iteration 133Q: 3 clusters Score -1158963 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1158966.625000 Penalty: 4587.209473
	Iteration 134Q: 3 clusters Score -1158967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1158972.500000 Penalty: 4587.209473
	Iteration 135Q: 3 clusters Score -1158972 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -1158973.125000 Penalty: 4587.209473
	Iteration 136Q: 3 clusters Score -1158973 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -1158976.000000 Penalty: 4587.209473
	Iteration 137Q: 3 clusters Score -1158976 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1158979.500000 Penalty: 4587.209473
	Iteration 138Q: 3 clusters Score -1158980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1158980.125000 Penalty: 4587.209473
	Iteration 139Q: 3 clusters Score -1158980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -1158980.875000 Penalty: 4587.209473
	Iteration 140F: 3 clusters Score -1158981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6898 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -1158983.625000 Penalty: 4587.209473
	Iteration 141Q: 3 clusters Score -1158984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1158984.750000 Penalty: 4587.209473
	Iteration 142Q: 3 clusters Score -1158985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 3468 members 
Entering Unmasked Estep 
Score: -1158987.750000 Penalty: 4587.209473
	Iteration 143Q: 3 clusters Score -1158988 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1158989.625000 Penalty: 4587.209473
	Iteration 144Q: 3 clusters Score -1158990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -1158991.750000 Penalty: 4587.209473
	Iteration 145Q: 3 clusters Score -1158992 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1158993.750000 Penalty: 4587.209473
	Iteration 146Q: 3 clusters Score -1158994 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -1158996.250000 Penalty: 4587.209473
	Iteration 147Q: 3 clusters Score -1158996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1158994.875000 Penalty: 4587.209473
	Iteration 148Q: 3 clusters Score -1158995 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1158994.375000 Penalty: 4587.209473
	Iteration 149Q: 3 clusters Score -1158994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -1158998.250000 Penalty: 4587.209473
	Iteration 150Q: 3 clusters Score -1158998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1158996.750000 Penalty: 4587.209473
	Iteration 151Q: 3 clusters Score -1158997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1158998.375000 Penalty: 4587.209473
	Iteration 152Q: 3 clusters Score -1158998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1159000.125000 Penalty: 4587.209473
	Iteration 153Q: 3 clusters Score -1159000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -1159001.375000 Penalty: 4587.209473
	Iteration 154Q: 3 clusters Score -1159001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1159001.000000 Penalty: 4587.209473
	Iteration 155Q: 3 clusters Score -1159001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -1159001.750000 Penalty: 4587.209473
	Iteration 156Q: 3 clusters Score -1159002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1159005.000000 Penalty: 4587.209473
	Iteration 157Q: 3 clusters Score -1159005 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1159007.875000 Penalty: 4587.209473
	Iteration 158Q: 3 clusters Score -1159008 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -1159014.500000 Penalty: 4587.209473
	Iteration 159Q: 3 clusters Score -1159014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -1159012.750000 Penalty: 4587.209473
	Iteration 160F: 3 clusters Score -1159013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1159013.875000 Penalty: 4587.209473
	Iteration 161Q: 3 clusters Score -1159014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1159014.750000 Penalty: 4587.209473
	Iteration 162Q: 3 clusters Score -1159015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1159015.500000 Penalty: 4587.209473
	Iteration 163Q: 3 clusters Score -1159016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1159016.875000 Penalty: 4587.209473
	Iteration 164Q: 3 clusters Score -1159017 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1159016.000000 Penalty: 4587.209473
	Iteration 165Q: 3 clusters Score -1159016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -1159017.125000 Penalty: 4587.209473
	Iteration 166Q: 3 clusters Score -1159017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1159016.750000 Penalty: 4587.209473
	Iteration 167Q: 3 clusters Score -1159017 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1159019.375000 Penalty: 4587.209473
	Iteration 168Q: 3 clusters Score -1159019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1159018.875000 Penalty: 4587.209473
	Iteration 169Q: 3 clusters Score -1159019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1159019.125000 Penalty: 4587.209473
	Iteration 170Q: 3 clusters Score -1159019 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -1159017.750000 Penalty: 4587.209473
	Iteration 171Q: 3 clusters Score -1159018 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1159016.750000 Penalty: 4587.209473
	Iteration 172Q: 3 clusters Score -1159017 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -1159016.750000 Penalty: 4587.209473
	Iteration 173F: 3 clusters Score -1159017 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (298009 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298009 members 
Entering Unmasked Estep 
Score: -35013296.000000 Penalty: 3126.010010
	Iteration 0F: 2 clusters Score -3.50133e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148775 members 
Mstep: Class 2 contains 149234 members 
Entering Unmasked Estep 
Score: -34819684.000000 Penalty: 6252.020020
	Iteration 0F: 3 clusters Score -3.481968e+07 nChanged 144296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147095 members 
Mstep: Class 2 contains 150914 members 
Entering Unmasked Estep 
Score: -34903876.000000 Penalty: 6252.020020
	Iteration 1F: 3 clusters Score -3.490388e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145768 members 
Mstep: Class 2 contains 152241 members 
Entering Unmasked Estep 
Score: -34904940.000000 Penalty: 6252.020020
	Iteration 2Q: 3 clusters Score -3.490494e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143713 members 
Mstep: Class 2 contains 154296 members 
Entering Unmasked Estep 
Score: -34906452.000000 Penalty: 6252.020020
	Iteration 3Q: 3 clusters Score -3.490645e+07 nChanged 7190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140435 members 
Mstep: Class 2 contains 157574 members 
Entering Unmasked Estep 
Score: -34908092.000000 Penalty: 6252.020020
	Iteration 4Q: 3 clusters Score -3.490809e+07 nChanged 8210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135197 members 
Mstep: Class 2 contains 162812 members 
Entering Unmasked Estep 
Score: -34909920.000000 Penalty: 6252.020020
	Iteration 5Q: 3 clusters Score -3.490992e+07 nChanged 10552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127021 members 
Mstep: Class 2 contains 170988 members 
Entering Unmasked Estep 
Score: -34913328.000000 Penalty: 6252.020020
	Iteration 6Q: 3 clusters Score -3.491333e+07 nChanged 14302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114531 members 
Mstep: Class 2 contains 183478 members 
Entering Unmasked Estep 
Score: -34920228.000000 Penalty: 6252.020020
	Iteration 7Q: 3 clusters Score -3.492023e+07 nChanged 19850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96099 members 
Mstep: Class 2 contains 201910 members 
Entering Unmasked Estep 
Score: -34933004.000000 Penalty: 6252.020020
	Iteration 8F: 3 clusters Score -3.4933e+07 nChanged 25252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71757 members 
Mstep: Class 2 contains 226252 members 
Entering Unmasked Estep 
Score: -34952632.000000 Penalty: 6252.020020
	Iteration 9F: 3 clusters Score -3.495263e+07 nChanged 26024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46039 members 
Mstep: Class 2 contains 251970 members 
Entering Unmasked Estep 
Score: -34976644.000000 Penalty: 6252.020020
	Iteration 10F: 3 clusters Score -3.497664e+07 nChanged 19796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26345 members 
Mstep: Class 2 contains 271664 members 
Entering Unmasked Estep 
Score: -34994860.000000 Penalty: 6252.020020
	Iteration 11F: 3 clusters Score -3.499486e+07 nChanged 10985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 282569 members 
Entering Unmasked Estep 
Score: -35005876.000000 Penalty: 6252.020020
	Iteration 12Q: 3 clusters Score -3.500588e+07 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 287398 members 
Entering Unmasked Estep 
Score: -35011204.000000 Penalty: 6252.020020
	Iteration 13Q: 3 clusters Score -3.50112e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 289221 members 
Entering Unmasked Estep 
Score: -35013668.000000 Penalty: 6252.020020
	Iteration 14Q: 3 clusters Score -3.501367e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 290040 members 
Entering Unmasked Estep 
Score: -35014664.000000 Penalty: 6252.020020
	Iteration 15Q: 3 clusters Score -3.501466e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 290583 members 
Entering Unmasked Estep 
Score: -35015148.000000 Penalty: 6252.020020
	Iteration 16Q: 3 clusters Score -3.501515e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 290986 members 
Entering Unmasked Estep 
Score: -35015212.000000 Penalty: 6252.020020
	Iteration 17Q: 3 clusters Score -3.501521e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 291304 members 
Entering Unmasked Estep 
Score: -35015292.000000 Penalty: 6252.020020
	Iteration 18Q: 3 clusters Score -3.501529e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 291570 members 
Entering Unmasked Estep 
Score: -35015240.000000 Penalty: 6252.020020
	Iteration 19Q: 3 clusters Score -3.501524e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 291786 members 
Entering Unmasked Estep 
Score: -35015092.000000 Penalty: 6252.020020
	Iteration 20F: 3 clusters Score -3.501509e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 291955 members 
Entering Unmasked Estep 
Score: -35015080.000000 Penalty: 6252.020020
	Iteration 21Q: 3 clusters Score -3.501508e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 292126 members 
Entering Unmasked Estep 
Score: -35014968.000000 Penalty: 6252.020020
	Iteration 22Q: 3 clusters Score -3.501497e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 292283 members 
Entering Unmasked Estep 
Score: -35014944.000000 Penalty: 6252.020020
	Iteration 23Q: 3 clusters Score -3.501494e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 292438 members 
Entering Unmasked Estep 
Score: -35014900.000000 Penalty: 6252.020020
	Iteration 24Q: 3 clusters Score -3.50149e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 292589 members 
Entering Unmasked Estep 
Score: -35014860.000000 Penalty: 6252.020020
	Iteration 25Q: 3 clusters Score -3.501486e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 292738 members 
Entering Unmasked Estep 
Score: -35014744.000000 Penalty: 6252.020020
	Iteration 26Q: 3 clusters Score -3.501474e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 292868 members 
Entering Unmasked Estep 
Score: -35014684.000000 Penalty: 6252.020020
	Iteration 27Q: 3 clusters Score -3.501468e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 292999 members 
Entering Unmasked Estep 
Score: -35014640.000000 Penalty: 6252.020020
	Iteration 28Q: 3 clusters Score -3.501464e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 293110 members 
Entering Unmasked Estep 
Score: -35014564.000000 Penalty: 6252.020020
	Iteration 29Q: 3 clusters Score -3.501456e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 293211 members 
Entering Unmasked Estep 
Score: -35014524.000000 Penalty: 6252.020020
	Iteration 30Q: 3 clusters Score -3.501452e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 293282 members 
Entering Unmasked Estep 
Score: -35014540.000000 Penalty: 6252.020020
	Iteration 31Q: 3 clusters Score -3.501454e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 293351 members 
Entering Unmasked Estep 
Score: -35014568.000000 Penalty: 6252.020020
	Iteration 32Q: 3 clusters Score -3.501457e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 293411 members 
Entering Unmasked Estep 
Score: -35014548.000000 Penalty: 6252.020020
	Iteration 33Q: 3 clusters Score -3.501455e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 293466 members 
Entering Unmasked Estep 
Score: -35014492.000000 Penalty: 6252.020020
	Iteration 34Q: 3 clusters Score -3.501449e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 293525 members 
Entering Unmasked Estep 
Score: -35014444.000000 Penalty: 6252.020020
	Iteration 35Q: 3 clusters Score -3.501444e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 293577 members 
Entering Unmasked Estep 
Score: -35014428.000000 Penalty: 6252.020020
	Iteration 36Q: 3 clusters Score -3.501443e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 293640 members 
Entering Unmasked Estep 
Score: -35014384.000000 Penalty: 6252.020020
	Iteration 37Q: 3 clusters Score -3.501438e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 293708 members 
Entering Unmasked Estep 
Score: -35014336.000000 Penalty: 6252.020020
	Iteration 38Q: 3 clusters Score -3.501434e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 293769 members 
Entering Unmasked Estep 
Score: -35014288.000000 Penalty: 6252.020020
	Iteration 39Q: 3 clusters Score -3.501429e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 293831 members 
Entering Unmasked Estep 
Score: -35014296.000000 Penalty: 6252.020020
	Iteration 40F: 3 clusters Score -3.50143e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 293890 members 
Entering Unmasked Estep 
Score: -35014280.000000 Penalty: 6252.020020
	Iteration 41Q: 3 clusters Score -3.501428e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 293943 members 
Entering Unmasked Estep 
Score: -35014188.000000 Penalty: 6252.020020
	Iteration 42Q: 3 clusters Score -3.501419e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 294011 members 
Entering Unmasked Estep 
Score: -35014196.000000 Penalty: 6252.020020
	Iteration 43Q: 3 clusters Score -3.50142e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 294070 members 
Entering Unmasked Estep 
Score: -35014184.000000 Penalty: 6252.020020
	Iteration 44Q: 3 clusters Score -3.501418e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 294120 members 
Entering Unmasked Estep 
Score: -35014156.000000 Penalty: 6252.020020
	Iteration 45Q: 3 clusters Score -3.501416e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 294162 members 
Entering Unmasked Estep 
Score: -35014152.000000 Penalty: 6252.020020
	Iteration 46Q: 3 clusters Score -3.501415e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 294206 members 
Entering Unmasked Estep 
Score: -35014108.000000 Penalty: 6252.020020
	Iteration 47Q: 3 clusters Score -3.501411e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 294248 members 
Entering Unmasked Estep 
Score: -35014096.000000 Penalty: 6252.020020
	Iteration 48Q: 3 clusters Score -3.50141e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 294290 members 
Entering Unmasked Estep 
Score: -35014104.000000 Penalty: 6252.020020
	Iteration 49Q: 3 clusters Score -3.50141e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 294334 members 
Entering Unmasked Estep 
Score: -35014076.000000 Penalty: 6252.020020
	Iteration 50Q: 3 clusters Score -3.501408e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 294372 members 
Entering Unmasked Estep 
Score: -35014072.000000 Penalty: 6252.020020
	Iteration 51Q: 3 clusters Score -3.501407e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 294397 members 
Entering Unmasked Estep 
Score: -35014028.000000 Penalty: 6252.020020
	Iteration 52Q: 3 clusters Score -3.501403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 294415 members 
Entering Unmasked Estep 
Score: -35014024.000000 Penalty: 6252.020020
	Iteration 53Q: 3 clusters Score -3.501402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 294428 members 
Entering Unmasked Estep 
Score: -35014012.000000 Penalty: 6252.020020
	Iteration 54Q: 3 clusters Score -3.501401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 294441 members 
Entering Unmasked Estep 
Score: -35014020.000000 Penalty: 6252.020020
	Iteration 55Q: 3 clusters Score -3.501402e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 294462 members 
Entering Unmasked Estep 
Score: -35014028.000000 Penalty: 6252.020020
	Iteration 56Q: 3 clusters Score -3.501403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 294482 members 
Entering Unmasked Estep 
Score: -35014012.000000 Penalty: 6252.020020
	Iteration 57Q: 3 clusters Score -3.501401e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 294496 members 
Entering Unmasked Estep 
Score: -35014012.000000 Penalty: 6252.020020
	Iteration 58Q: 3 clusters Score -3.501401e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 294508 members 
Entering Unmasked Estep 
Score: -35013984.000000 Penalty: 6252.020020
	Iteration 59Q: 3 clusters Score -3.501398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 294523 members 
Entering Unmasked Estep 
Score: -35013960.000000 Penalty: 6252.020020
	Iteration 60F: 3 clusters Score -3.501396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 294541 members 
Entering Unmasked Estep 
Score: -35013992.000000 Penalty: 6252.020020
	Iteration 61Q: 3 clusters Score -3.501399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 294555 members 
Entering Unmasked Estep 
Score: -35014004.000000 Penalty: 6252.020020
	Iteration 62Q: 3 clusters Score -3.5014e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 294568 members 
Entering Unmasked Estep 
Score: -35014020.000000 Penalty: 6252.020020
	Iteration 63Q: 3 clusters Score -3.501402e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 294585 members 
Entering Unmasked Estep 
Score: -35013988.000000 Penalty: 6252.020020
	Iteration 64Q: 3 clusters Score -3.501399e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 294602 members 
Entering Unmasked Estep 
Score: -35013980.000000 Penalty: 6252.020020
	Iteration 65Q: 3 clusters Score -3.501398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 294619 members 
Entering Unmasked Estep 
Score: -35013984.000000 Penalty: 6252.020020
	Iteration 66Q: 3 clusters Score -3.501398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 294630 members 
Entering Unmasked Estep 
Score: -35013964.000000 Penalty: 6252.020020
	Iteration 67Q: 3 clusters Score -3.501396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 294642 members 
Entering Unmasked Estep 
Score: -35013960.000000 Penalty: 6252.020020
	Iteration 68Q: 3 clusters Score -3.501396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 294650 members 
Entering Unmasked Estep 
Score: -35013968.000000 Penalty: 6252.020020
	Iteration 69Q: 3 clusters Score -3.501397e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 294663 members 
Entering Unmasked Estep 
Score: -35013984.000000 Penalty: 6252.020020
	Iteration 70Q: 3 clusters Score -3.501398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 294673 members 
Entering Unmasked Estep 
Score: -35013984.000000 Penalty: 6252.020020
	Iteration 71Q: 3 clusters Score -3.501398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 294689 members 
Entering Unmasked Estep 
Score: -35013924.000000 Penalty: 6252.020020
	Iteration 72Q: 3 clusters Score -3.501392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 294702 members 
Entering Unmasked Estep 
Score: -35013928.000000 Penalty: 6252.020020
	Iteration 73Q: 3 clusters Score -3.501393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 294711 members 
Entering Unmasked Estep 
Score: -35013892.000000 Penalty: 6252.020020
	Iteration 74Q: 3 clusters Score -3.501389e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 294715 members 
Entering Unmasked Estep 
Score: -35013908.000000 Penalty: 6252.020020
	Iteration 75Q: 3 clusters Score -3.501391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 294723 members 
Entering Unmasked Estep 
Score: -35013924.000000 Penalty: 6252.020020
	Iteration 76Q: 3 clusters Score -3.501392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 294732 members 
Entering Unmasked Estep 
Score: -35013932.000000 Penalty: 6252.020020
	Iteration 77Q: 3 clusters Score -3.501393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 294739 members 
Entering Unmasked Estep 
Score: -35013904.000000 Penalty: 6252.020020
	Iteration 78Q: 3 clusters Score -3.50139e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 294747 members 
Entering Unmasked Estep 
Score: -35013900.000000 Penalty: 6252.020020
	Iteration 79Q: 3 clusters Score -3.50139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 294758 members 
Entering Unmasked Estep 
Score: -35013920.000000 Penalty: 6252.020020
	Iteration 80F: 3 clusters Score -3.501392e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 294771 members 
Entering Unmasked Estep 
Score: -35013912.000000 Penalty: 6252.020020
	Iteration 81Q: 3 clusters Score -3.501391e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 294790 members 
Entering Unmasked Estep 
Score: -35013928.000000 Penalty: 6252.020020
	Iteration 82Q: 3 clusters Score -3.501393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 294810 members 
Entering Unmasked Estep 
Score: -35013936.000000 Penalty: 6252.020020
	Iteration 83Q: 3 clusters Score -3.501394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 294825 members 
Entering Unmasked Estep 
Score: -35013932.000000 Penalty: 6252.020020
	Iteration 84Q: 3 clusters Score -3.501393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 294839 members 
Entering Unmasked Estep 
Score: -35013984.000000 Penalty: 6252.020020
	Iteration 85Q: 3 clusters Score -3.501398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 294848 members 
Entering Unmasked Estep 
Score: -35013952.000000 Penalty: 6252.020020
	Iteration 86Q: 3 clusters Score -3.501395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 294851 members 
Entering Unmasked Estep 
Score: -35013972.000000 Penalty: 6252.020020
	Iteration 87Q: 3 clusters Score -3.501397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 294857 members 
Entering Unmasked Estep 
Score: -35013960.000000 Penalty: 6252.020020
	Iteration 88Q: 3 clusters Score -3.501396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 294859 members 
Entering Unmasked Estep 
Score: -35013964.000000 Penalty: 6252.020020
	Iteration 89Q: 3 clusters Score -3.501396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 294862 members 
Entering Unmasked Estep 
Score: -35013964.000000 Penalty: 6252.020020
	Iteration 90Q: 3 clusters Score -3.501396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 294867 members 
Entering Unmasked Estep 
Score: -35013956.000000 Penalty: 6252.020020
	Iteration 91Q: 3 clusters Score -3.501396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 294872 members 
Entering Unmasked Estep 
Score: -35013952.000000 Penalty: 6252.020020
	Iteration 92Q: 3 clusters Score -3.501395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 294877 members 
Entering Unmasked Estep 
Score: -35013964.000000 Penalty: 6252.020020
	Iteration 93Q: 3 clusters Score -3.501396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 294883 members 
Entering Unmasked Estep 
Score: -35013948.000000 Penalty: 6252.020020
	Iteration 94Q: 3 clusters Score -3.501395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 294888 members 
Entering Unmasked Estep 
Score: -35013952.000000 Penalty: 6252.020020
	Iteration 95Q: 3 clusters Score -3.501395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 294892 members 
Entering Unmasked Estep 
Score: -35013984.000000 Penalty: 6252.020020
	Iteration 96Q: 3 clusters Score -3.501398e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 294896 members 
Entering Unmasked Estep 
Score: -35013992.000000 Penalty: 6252.020020
	Iteration 97Q: 3 clusters Score -3.501399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 294898 members 
Entering Unmasked Estep 
Score: -35013968.000000 Penalty: 6252.020020
	Iteration 98Q: 3 clusters Score -3.501397e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 294901 members 
Entering Unmasked Estep 
Score: -35013948.000000 Penalty: 6252.020020
	Iteration 99Q: 3 clusters Score -3.501395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 294907 members 
Entering Unmasked Estep 
Score: -35013964.000000 Penalty: 6252.020020
	Iteration 100F: 3 clusters Score -3.501396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 294909 members 
Entering Unmasked Estep 
Score: -35013964.000000 Penalty: 6252.020020
	Iteration 101Q: 3 clusters Score -3.501396e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 294910 members 
Entering Unmasked Estep 
Score: -35013960.000000 Penalty: 6252.020020
	Iteration 102Q: 3 clusters Score -3.501396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 294910 members 
Entering Unmasked Estep 
Score: -35013960.000000 Penalty: 6252.020020
	Iteration 103F: 3 clusters Score -3.501396e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11153 members 
Mstep: Class 3 contains 17417 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 270755 members 
Mstep: Class 6 contains 21266 members 
Mstep: Class 7 contains 10388 members 
Mstep: Class 8 contains 3099 members 
Mstep: Class 9 contains 6259 members 
Mstep: Class 10 contains 79754 members 
Mstep: Class 11 contains 14128 members 
Mstep: Class 12 contains 44643 members 
Mstep: Class 13 contains 34681 members 
Mstep: Class 14 contains 30648 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 8742 members 
Mstep: Class 17 contains 11196 members 
Mstep: Class 18 contains 58050 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 19154 members 
Mstep: Class 21 contains 136646 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22866 members 
Mstep: Class 25 contains 275599 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19633 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 294910 members 
Entering Unmasked Estep 
Score: -161497728.000000 Penalty: 108902.257812
Splitting cluster 8 changes total score from -161497696.000000 to -161497728.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 9 (6259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Entering Unmasked Estep 
Score: -729097.562500 Penalty: 2167.960449
	Iteration 0F: 2 clusters Score -729097.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -723852.437500 Penalty: 4335.920898
	Iteration 0F: 3 clusters Score -723852.4 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -725139.000000 Penalty: 4335.920898
	Iteration 1F: 3 clusters Score -725139 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -725335.750000 Penalty: 4335.920898
	Iteration 2F: 3 clusters Score -725335.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -725469.750000 Penalty: 4335.920898
	Iteration 3Q: 3 clusters Score -725469.8 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -725571.000000 Penalty: 4335.920898
	Iteration 4Q: 3 clusters Score -725571 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -725655.250000 Penalty: 4335.920898
	Iteration 5Q: 3 clusters Score -725655.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -725742.687500 Penalty: 4335.920898
	Iteration 6Q: 3 clusters Score -725742.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3876 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -725820.875000 Penalty: 4335.920898
	Iteration 7Q: 3 clusters Score -725820.9 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -725897.812500 Penalty: 4335.920898
	Iteration 8Q: 3 clusters Score -725897.8 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -725969.875000 Penalty: 4335.920898
	Iteration 9Q: 3 clusters Score -725969.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -726041.750000 Penalty: 4335.920898
	Iteration 10Q: 3 clusters Score -726041.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -726107.000000 Penalty: 4335.920898
	Iteration 11Q: 3 clusters Score -726107 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -726189.500000 Penalty: 4335.920898
	Iteration 12Q: 3 clusters Score -726189.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -726276.750000 Penalty: 4335.920898
	Iteration 13Q: 3 clusters Score -726276.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -726372.812500 Penalty: 4335.920898
	Iteration 14Q: 3 clusters Score -726372.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -726463.312500 Penalty: 4335.920898
	Iteration 15Q: 3 clusters Score -726463.3 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -726560.125000 Penalty: 4335.920898
	Iteration 16Q: 3 clusters Score -726560.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -726649.000000 Penalty: 4335.920898
	Iteration 17Q: 3 clusters Score -726649 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -726715.375000 Penalty: 4335.920898
	Iteration 18Q: 3 clusters Score -726715.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -726769.312500 Penalty: 4335.920898
	Iteration 19Q: 3 clusters Score -726769.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -726823.125000 Penalty: 4335.920898
	Iteration 20F: 3 clusters Score -726823.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -726879.875000 Penalty: 4335.920898
	Iteration 21Q: 3 clusters Score -726879.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -726923.687500 Penalty: 4335.920898
	Iteration 22Q: 3 clusters Score -726923.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -726955.562500 Penalty: 4335.920898
	Iteration 23Q: 3 clusters Score -726955.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -726984.562500 Penalty: 4335.920898
	Iteration 24Q: 3 clusters Score -726984.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -727016.375000 Penalty: 4335.920898
	Iteration 25Q: 3 clusters Score -727016.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -727037.125000 Penalty: 4335.920898
	Iteration 26Q: 3 clusters Score -727037.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -727052.687500 Penalty: 4335.920898
	Iteration 27Q: 3 clusters Score -727052.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -727069.625000 Penalty: 4335.920898
	Iteration 28Q: 3 clusters Score -727069.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -727079.500000 Penalty: 4335.920898
	Iteration 29Q: 3 clusters Score -727079.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -727093.875000 Penalty: 4335.920898
	Iteration 30Q: 3 clusters Score -727093.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -727106.125000 Penalty: 4335.920898
	Iteration 31Q: 3 clusters Score -727106.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -727114.125000 Penalty: 4335.920898
	Iteration 32Q: 3 clusters Score -727114.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -727120.000000 Penalty: 4335.920898
	Iteration 33Q: 3 clusters Score -727120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -727123.125000 Penalty: 4335.920898
	Iteration 34Q: 3 clusters Score -727123.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -727127.062500 Penalty: 4335.920898
	Iteration 35Q: 3 clusters Score -727127.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -727130.437500 Penalty: 4335.920898
	Iteration 36Q: 3 clusters Score -727130.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -727133.312500 Penalty: 4335.920898
	Iteration 37Q: 3 clusters Score -727133.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -727136.062500 Penalty: 4335.920898
	Iteration 38Q: 3 clusters Score -727136.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -727137.500000 Penalty: 4335.920898
	Iteration 39Q: 3 clusters Score -727137.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -727138.437500 Penalty: 4335.920898
	Iteration 40F: 3 clusters Score -727138.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -727138.562500 Penalty: 4335.920898
	Iteration 41Q: 3 clusters Score -727138.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -727138.937500 Penalty: 4335.920898
	Iteration 42Q: 3 clusters Score -727138.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -727139.750000 Penalty: 4335.920898
	Iteration 43Q: 3 clusters Score -727139.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -727142.500000 Penalty: 4335.920898
	Iteration 44Q: 3 clusters Score -727142.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -727142.437500 Penalty: 4335.920898
	Iteration 45Q: 3 clusters Score -727142.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -727142.437500 Penalty: 4335.920898
	Iteration 46F: 3 clusters Score -727142.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (79754 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79754 members 
Entering Unmasked Estep 
Score: -9134388.000000 Penalty: 2799.102051
	Iteration 0F: 2 clusters Score -9134388 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -9081089.000000 Penalty: 5598.204102
	Iteration 0F: 3 clusters Score -9081089 nChanged 37373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 39565 members 
Entering Unmasked Estep 
Score: -9102123.000000 Penalty: 5598.204102
	Iteration 1F: 3 clusters Score -9102123 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -9102700.000000 Penalty: 5598.204102
	Iteration 2Q: 3 clusters Score -9102700 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -9103367.000000 Penalty: 5598.204102
	Iteration 3Q: 3 clusters Score -9103367 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41706 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -9104028.000000 Penalty: 5598.204102
	Iteration 4Q: 3 clusters Score -9104028 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -9104850.000000 Penalty: 5598.204102
	Iteration 5Q: 3 clusters Score -9104850 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44060 members 
Mstep: Class 2 contains 35694 members 
Entering Unmasked Estep 
Score: -9105966.000000 Penalty: 5598.204102
	Iteration 6Q: 3 clusters Score -9105966 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46056 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -9107591.000000 Penalty: 5598.204102
	Iteration 7Q: 3 clusters Score -9107591 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -9109842.000000 Penalty: 5598.204102
	Iteration 8Q: 3 clusters Score -9109842 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52139 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -9112770.000000 Penalty: 5598.204102
	Iteration 9F: 3 clusters Score -9112770 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -9116120.000000 Penalty: 5598.204102
	Iteration 10F: 3 clusters Score -9116120 nChanged 4470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -9119306.000000 Penalty: 5598.204102
	Iteration 11F: 3 clusters Score -9119306 nChanged 4029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63383 members 
Mstep: Class 2 contains 16371 members 
Entering Unmasked Estep 
Score: -9121965.000000 Penalty: 5598.204102
	Iteration 12F: 3 clusters Score -9121965 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66695 members 
Mstep: Class 2 contains 13059 members 
Entering Unmasked Estep 
Score: -9124420.000000 Penalty: 5598.204102
	Iteration 13Q: 3 clusters Score -9124420 nChanged 3005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69552 members 
Mstep: Class 2 contains 10202 members 
Entering Unmasked Estep 
Score: -9126310.000000 Penalty: 5598.204102
	Iteration 14Q: 3 clusters Score -9126310 nChanged 2377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71847 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -9127770.000000 Penalty: 5598.204102
	Iteration 15Q: 3 clusters Score -9127770 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73586 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -9128839.000000 Penalty: 5598.204102
	Iteration 16Q: 3 clusters Score -9128839 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74998 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -9129721.000000 Penalty: 5598.204102
	Iteration 17Q: 3 clusters Score -9129721 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76016 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -9130326.000000 Penalty: 5598.204102
	Iteration 18Q: 3 clusters Score -9130326 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76751 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -9130752.000000 Penalty: 5598.204102
	Iteration 19Q: 3 clusters Score -9130752 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77284 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -9131078.000000 Penalty: 5598.204102
	Iteration 20F: 3 clusters Score -9131078 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -9131281.000000 Penalty: 5598.204102
	Iteration 21Q: 3 clusters Score -9131281 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77970 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9131445.000000 Penalty: 5598.204102
	Iteration 22Q: 3 clusters Score -9131445 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78215 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -9131610.000000 Penalty: 5598.204102
	Iteration 23Q: 3 clusters Score -9131610 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78376 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -9131685.000000 Penalty: 5598.204102
	Iteration 24Q: 3 clusters Score -9131685 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78498 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -9131743.000000 Penalty: 5598.204102
	Iteration 25Q: 3 clusters Score -9131743 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9131781.000000 Penalty: 5598.204102
	Iteration 26Q: 3 clusters Score -9131781 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78651 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9131801.000000 Penalty: 5598.204102
	Iteration 27Q: 3 clusters Score -9131801 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78690 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -9131833.000000 Penalty: 5598.204102
	Iteration 28Q: 3 clusters Score -9131833 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9131836.000000 Penalty: 5598.204102
	Iteration 29Q: 3 clusters Score -9131836 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78760 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -9131837.000000 Penalty: 5598.204102
	Iteration 30Q: 3 clusters Score -9131837 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78778 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -9131850.000000 Penalty: 5598.204102
	Iteration 31Q: 3 clusters Score -9131850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78793 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -9131868.000000 Penalty: 5598.204102
	Iteration 32Q: 3 clusters Score -9131868 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78804 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -9131867.000000 Penalty: 5598.204102
	Iteration 33Q: 3 clusters Score -9131867 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78812 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -9131870.000000 Penalty: 5598.204102
	Iteration 34Q: 3 clusters Score -9131870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78821 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -9131879.000000 Penalty: 5598.204102
	Iteration 35Q: 3 clusters Score -9131879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78829 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -9131883.000000 Penalty: 5598.204102
	Iteration 36Q: 3 clusters Score -9131883 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78836 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -9131884.000000 Penalty: 5598.204102
	Iteration 37Q: 3 clusters Score -9131884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78842 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9131893.000000 Penalty: 5598.204102
	Iteration 38Q: 3 clusters Score -9131893 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78851 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -9131904.000000 Penalty: 5598.204102
	Iteration 39Q: 3 clusters Score -9131904 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78860 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -9131907.000000 Penalty: 5598.204102
	Iteration 40F: 3 clusters Score -9131907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78867 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9131906.000000 Penalty: 5598.204102
	Iteration 41Q: 3 clusters Score -9131906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78875 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9131907.000000 Penalty: 5598.204102
	Iteration 42Q: 3 clusters Score -9131907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78878 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9131894.000000 Penalty: 5598.204102
	Iteration 43Q: 3 clusters Score -9131894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -9131893.000000 Penalty: 5598.204102
	Iteration 44Q: 3 clusters Score -9131893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78887 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -9131901.000000 Penalty: 5598.204102
	Iteration 45Q: 3 clusters Score -9131901 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78892 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -9131902.000000 Penalty: 5598.204102
	Iteration 46Q: 3 clusters Score -9131902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78896 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -9131907.000000 Penalty: 5598.204102
	Iteration 47Q: 3 clusters Score -9131907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78904 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9131926.000000 Penalty: 5598.204102
	Iteration 48Q: 3 clusters Score -9131926 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78912 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -9131924.000000 Penalty: 5598.204102
	Iteration 49Q: 3 clusters Score -9131924 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78919 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -9131946.000000 Penalty: 5598.204102
	Iteration 50Q: 3 clusters Score -9131946 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78930 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -9131948.000000 Penalty: 5598.204102
	Iteration 51Q: 3 clusters Score -9131948 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -9131958.000000 Penalty: 5598.204102
	Iteration 52Q: 3 clusters Score -9131958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78944 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -9131950.000000 Penalty: 5598.204102
	Iteration 53Q: 3 clusters Score -9131950 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78950 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -9131953.000000 Penalty: 5598.204102
	Iteration 54Q: 3 clusters Score -9131953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78958 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -9131951.000000 Penalty: 5598.204102
	Iteration 55Q: 3 clusters Score -9131951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78964 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -9131953.000000 Penalty: 5598.204102
	Iteration 56Q: 3 clusters Score -9131953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78967 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9131977.000000 Penalty: 5598.204102
	Iteration 57Q: 3 clusters Score -9131977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78973 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9131967.000000 Penalty: 5598.204102
	Iteration 58Q: 3 clusters Score -9131967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78976 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -9131970.000000 Penalty: 5598.204102
	Iteration 59Q: 3 clusters Score -9131970 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78986 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -9131968.000000 Penalty: 5598.204102
	Iteration 60F: 3 clusters Score -9131968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78996 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -9131985.000000 Penalty: 5598.204102
	Iteration 61Q: 3 clusters Score -9131985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79006 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9131989.000000 Penalty: 5598.204102
	Iteration 62Q: 3 clusters Score -9131989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9131987.000000 Penalty: 5598.204102
	Iteration 63Q: 3 clusters Score -9131987 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79007 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9131987.000000 Penalty: 5598.204102
	Iteration 64F: 3 clusters Score -9131987 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14128 members 
Entering Unmasked Estep 
Score: -1574062.875000 Penalty: 2369.866699
	Iteration 0F: 2 clusters Score -1574063 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1563804.250000 Penalty: 4739.733398
	Iteration 0F: 3 clusters Score -1563804 nChanged 6028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1567197.250000 Penalty: 4739.733398
	Iteration 1F: 3 clusters Score -1567197 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1567907.000000 Penalty: 4739.733398
	Iteration 2F: 3 clusters Score -1567907 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -1568594.375000 Penalty: 4739.733398
	Iteration 3F: 3 clusters Score -1568594 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1569250.000000 Penalty: 4739.733398
	Iteration 4F: 3 clusters Score -1569250 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1569862.750000 Penalty: 4739.733398
	Iteration 5F: 3 clusters Score -1569863 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1570439.750000 Penalty: 4739.733398
	Iteration 6F: 3 clusters Score -1570440 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1570974.375000 Penalty: 4739.733398
	Iteration 7Q: 3 clusters Score -1570974 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9721 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1571427.500000 Penalty: 4739.733398
	Iteration 8Q: 3 clusters Score -1571428 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -1571816.500000 Penalty: 4739.733398
	Iteration 9Q: 3 clusters Score -1571816 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9961 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1572091.125000 Penalty: 4739.733398
	Iteration 10Q: 3 clusters Score -1572091 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1572288.375000 Penalty: 4739.733398
	Iteration 11Q: 3 clusters Score -1572288 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1572412.875000 Penalty: 4739.733398
	Iteration 12Q: 3 clusters Score -1572413 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1572494.750000 Penalty: 4739.733398
	Iteration 13Q: 3 clusters Score -1572495 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1572557.375000 Penalty: 4739.733398
	Iteration 14Q: 3 clusters Score -1572557 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1572583.500000 Penalty: 4739.733398
	Iteration 15Q: 3 clusters Score -1572584 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1572598.500000 Penalty: 4739.733398
	Iteration 16Q: 3 clusters Score -1572598 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1572617.500000 Penalty: 4739.733398
	Iteration 17Q: 3 clusters Score -1572618 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1572625.125000 Penalty: 4739.733398
	Iteration 18Q: 3 clusters Score -1572625 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1572632.500000 Penalty: 4739.733398
	Iteration 19Q: 3 clusters Score -1572632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1572640.125000 Penalty: 4739.733398
	Iteration 20F: 3 clusters Score -1572640 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1572639.625000 Penalty: 4739.733398
	Iteration 21Q: 3 clusters Score -1572640 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -1572643.500000 Penalty: 4739.733398
	Iteration 22Q: 3 clusters Score -1572644 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1572645.000000 Penalty: 4739.733398
	Iteration 23Q: 3 clusters Score -1572645 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10141 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1572647.625000 Penalty: 4739.733398
	Iteration 24Q: 3 clusters Score -1572648 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10135 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1572649.125000 Penalty: 4739.733398
	Iteration 25Q: 3 clusters Score -1572649 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -1572649.875000 Penalty: 4739.733398
	Iteration 26Q: 3 clusters Score -1572650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1572647.875000 Penalty: 4739.733398
	Iteration 27Q: 3 clusters Score -1572648 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1572652.750000 Penalty: 4739.733398
	Iteration 28Q: 3 clusters Score -1572653 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -1572657.000000 Penalty: 4739.733398
	Iteration 29Q: 3 clusters Score -1572657 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1572660.000000 Penalty: 4739.733398
	Iteration 30Q: 3 clusters Score -1572660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1572664.000000 Penalty: 4739.733398
	Iteration 31Q: 3 clusters Score -1572664 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -1572664.750000 Penalty: 4739.733398
	Iteration 32Q: 3 clusters Score -1572665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1572666.500000 Penalty: 4739.733398
	Iteration 33Q: 3 clusters Score -1572666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1572666.625000 Penalty: 4739.733398
	Iteration 34Q: 3 clusters Score -1572667 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1572665.875000 Penalty: 4739.733398
	Iteration 35Q: 3 clusters Score -1572666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1572668.500000 Penalty: 4739.733398
	Iteration 36Q: 3 clusters Score -1572668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1572668.875000 Penalty: 4739.733398
	Iteration 37Q: 3 clusters Score -1572669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1572670.625000 Penalty: 4739.733398
	Iteration 38Q: 3 clusters Score -1572671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1572671.500000 Penalty: 4739.733398
	Iteration 39Q: 3 clusters Score -1572672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1572670.750000 Penalty: 4739.733398
	Iteration 40F: 3 clusters Score -1572671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1572670.625000 Penalty: 4739.733398
	Iteration 41Q: 3 clusters Score -1572671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1572670.375000 Penalty: 4739.733398
	Iteration 42Q: 3 clusters Score -1572670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 4065 members 
Entering Unmasked Estep 
Score: -1572668.375000 Penalty: 4739.733398
	Iteration 43Q: 3 clusters Score -1572668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1572670.500000 Penalty: 4739.733398
	Iteration 44Q: 3 clusters Score -1572670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1572670.500000 Penalty: 4739.733398
	Iteration 45F: 3 clusters Score -1572670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (44643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44643 members 
Entering Unmasked Estep 
Score: -5329965.500000 Penalty: 2655.200195
	Iteration 0F: 2 clusters Score -5329966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 22298 members 
Entering Unmasked Estep 
Score: -5299906.500000 Penalty: 5310.400391
	Iteration 0F: 3 clusters Score -5299906 nChanged 20384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -5310953.500000 Penalty: 5310.400391
	Iteration 1F: 3 clusters Score -5310954 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5311506.500000 Penalty: 5310.400391
	Iteration 2Q: 3 clusters Score -5311506 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -5311994.500000 Penalty: 5310.400391
	Iteration 3Q: 3 clusters Score -5311994 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -5312547.000000 Penalty: 5310.400391
	Iteration 4Q: 3 clusters Score -5312547 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5313154.500000 Penalty: 5310.400391
	Iteration 5Q: 3 clusters Score -5313154 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -5313844.500000 Penalty: 5310.400391
	Iteration 6Q: 3 clusters Score -5313844 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24304 members 
Mstep: Class 2 contains 20339 members 
Entering Unmasked Estep 
Score: -5314644.500000 Penalty: 5310.400391
	Iteration 7Q: 3 clusters Score -5314644 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24837 members 
Mstep: Class 2 contains 19806 members 
Entering Unmasked Estep 
Score: -5315626.000000 Penalty: 5310.400391
	Iteration 8Q: 3 clusters Score -5315626 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25370 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -5316813.500000 Penalty: 5310.400391
	Iteration 9Q: 3 clusters Score -5316814 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25850 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5318228.000000 Penalty: 5310.400391
	Iteration 10Q: 3 clusters Score -5318228 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 18389 members 
Entering Unmasked Estep 
Score: -5319819.500000 Penalty: 5310.400391
	Iteration 11F: 3 clusters Score -5319820 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -5321235.500000 Penalty: 5310.400391
	Iteration 12F: 3 clusters Score -5321236 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26503 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -5321999.000000 Penalty: 5310.400391
	Iteration 13Q: 3 clusters Score -5321999 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 18079 members 
Entering Unmasked Estep 
Score: -5322328.500000 Penalty: 5310.400391
	Iteration 14Q: 3 clusters Score -5322328 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26645 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -5322522.500000 Penalty: 5310.400391
	Iteration 15Q: 3 clusters Score -5322522 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -5322637.000000 Penalty: 5310.400391
	Iteration 16Q: 3 clusters Score -5322637 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -5322734.000000 Penalty: 5310.400391
	Iteration 17Q: 3 clusters Score -5322734 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26947 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -5322819.500000 Penalty: 5310.400391
	Iteration 18Q: 3 clusters Score -5322820 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -5322874.500000 Penalty: 5310.400391
	Iteration 19Q: 3 clusters Score -5322874 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -5322900.500000 Penalty: 5310.400391
	Iteration 20F: 3 clusters Score -5322900 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -5322974.000000 Penalty: 5310.400391
	Iteration 21Q: 3 clusters Score -5322974 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -5323039.000000 Penalty: 5310.400391
	Iteration 22Q: 3 clusters Score -5323039 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -5323090.500000 Penalty: 5310.400391
	Iteration 23Q: 3 clusters Score -5323090 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -5323133.500000 Penalty: 5310.400391
	Iteration 24Q: 3 clusters Score -5323134 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27590 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -5323161.500000 Penalty: 5310.400391
	Iteration 25Q: 3 clusters Score -5323162 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -5323216.000000 Penalty: 5310.400391
	Iteration 26Q: 3 clusters Score -5323216 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27840 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -5323262.000000 Penalty: 5310.400391
	Iteration 27Q: 3 clusters Score -5323262 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -5323310.500000 Penalty: 5310.400391
	Iteration 28Q: 3 clusters Score -5323310 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -5323363.500000 Penalty: 5310.400391
	Iteration 29Q: 3 clusters Score -5323364 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28202 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -5323420.000000 Penalty: 5310.400391
	Iteration 30Q: 3 clusters Score -5323420 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28341 members 
Mstep: Class 2 contains 16302 members 
Entering Unmasked Estep 
Score: -5323454.000000 Penalty: 5310.400391
	Iteration 31Q: 3 clusters Score -5323454 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -5323501.500000 Penalty: 5310.400391
	Iteration 32Q: 3 clusters Score -5323502 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28631 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -5323528.000000 Penalty: 5310.400391
	Iteration 33Q: 3 clusters Score -5323528 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -5323562.500000 Penalty: 5310.400391
	Iteration 34Q: 3 clusters Score -5323562 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -5323582.500000 Penalty: 5310.400391
	Iteration 35Q: 3 clusters Score -5323582 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29083 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -5323610.500000 Penalty: 5310.400391
	Iteration 36Q: 3 clusters Score -5323610 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5323631.000000 Penalty: 5310.400391
	Iteration 37Q: 3 clusters Score -5323631 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 15203 members 
Entering Unmasked Estep 
Score: -5323667.500000 Penalty: 5310.400391
	Iteration 38Q: 3 clusters Score -5323668 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -5323689.000000 Penalty: 5310.400391
	Iteration 39Q: 3 clusters Score -5323689 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29813 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -5323719.000000 Penalty: 5310.400391
	Iteration 40F: 3 clusters Score -5323719 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
Score: -5323764.500000 Penalty: 5310.400391
	Iteration 41Q: 3 clusters Score -5323764 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -5323800.000000 Penalty: 5310.400391
	Iteration 42Q: 3 clusters Score -5323800 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30382 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -5323809.000000 Penalty: 5310.400391
	Iteration 43Q: 3 clusters Score -5323809 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5323836.000000 Penalty: 5310.400391
	Iteration 44Q: 3 clusters Score -5323836 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -5323892.500000 Penalty: 5310.400391
	Iteration 45Q: 3 clusters Score -5323892 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31042 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -5323904.000000 Penalty: 5310.400391
	Iteration 46Q: 3 clusters Score -5323904 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -5323951.000000 Penalty: 5310.400391
	Iteration 47Q: 3 clusters Score -5323951 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -5323974.000000 Penalty: 5310.400391
	Iteration 48Q: 3 clusters Score -5323974 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 12878 members 
Entering Unmasked Estep 
Score: -5324017.000000 Penalty: 5310.400391
	Iteration 49Q: 3 clusters Score -5324017 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 12656 members 
Entering Unmasked Estep 
Score: -5324063.500000 Penalty: 5310.400391
	Iteration 50Q: 3 clusters Score -5324064 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -5324113.000000 Penalty: 5310.400391
	Iteration 51Q: 3 clusters Score -5324113 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -5324156.500000 Penalty: 5310.400391
	Iteration 52Q: 3 clusters Score -5324156 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32809 members 
Mstep: Class 2 contains 11834 members 
Entering Unmasked Estep 
Score: -5324233.000000 Penalty: 5310.400391
	Iteration 53Q: 3 clusters Score -5324233 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33112 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -5324289.500000 Penalty: 5310.400391
	Iteration 54Q: 3 clusters Score -5324290 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 11197 members 
Entering Unmasked Estep 
Score: -5324336.000000 Penalty: 5310.400391
	Iteration 55Q: 3 clusters Score -5324336 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33801 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -5324430.000000 Penalty: 5310.400391
	Iteration 56Q: 3 clusters Score -5324430 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34197 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -5324527.500000 Penalty: 5310.400391
	Iteration 57Q: 3 clusters Score -5324528 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34606 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -5324601.500000 Penalty: 5310.400391
	Iteration 58Q: 3 clusters Score -5324602 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35013 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -5324691.000000 Penalty: 5310.400391
	Iteration 59Q: 3 clusters Score -5324691 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -5324787.500000 Penalty: 5310.400391
	Iteration 60F: 3 clusters Score -5324788 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35847 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -5324892.500000 Penalty: 5310.400391
	Iteration 61Q: 3 clusters Score -5324892 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36274 members 
Mstep: Class 2 contains 8369 members 
Entering Unmasked Estep 
Score: -5325000.500000 Penalty: 5310.400391
	Iteration 62Q: 3 clusters Score -5325000 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36698 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -5325116.500000 Penalty: 5310.400391
	Iteration 63Q: 3 clusters Score -5325116 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37130 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -5325228.500000 Penalty: 5310.400391
	Iteration 64Q: 3 clusters Score -5325228 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -5325356.500000 Penalty: 5310.400391
	Iteration 65Q: 3 clusters Score -5325356 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38001 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -5325480.500000 Penalty: 5310.400391
	Iteration 66Q: 3 clusters Score -5325480 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38435 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -5325628.000000 Penalty: 5310.400391
	Iteration 67Q: 3 clusters Score -5325628 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -5325796.000000 Penalty: 5310.400391
	Iteration 68Q: 3 clusters Score -5325796 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -5325975.500000 Penalty: 5310.400391
	Iteration 69Q: 3 clusters Score -5325976 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -5326150.000000 Penalty: 5310.400391
	Iteration 70Q: 3 clusters Score -5326150 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -5326294.500000 Penalty: 5310.400391
	Iteration 71Q: 3 clusters Score -5326294 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40532 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -5326411.500000 Penalty: 5310.400391
	Iteration 72Q: 3 clusters Score -5326412 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -5326524.000000 Penalty: 5310.400391
	Iteration 73Q: 3 clusters Score -5326524 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -5326644.000000 Penalty: 5310.400391
	Iteration 74Q: 3 clusters Score -5326644 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41502 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -5326740.000000 Penalty: 5310.400391
	Iteration 75Q: 3 clusters Score -5326740 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -5326863.500000 Penalty: 5310.400391
	Iteration 76Q: 3 clusters Score -5326864 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -5326987.500000 Penalty: 5310.400391
	Iteration 77Q: 3 clusters Score -5326988 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42272 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -5327074.500000 Penalty: 5310.400391
	Iteration 78Q: 3 clusters Score -5327074 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42491 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -5327182.500000 Penalty: 5310.400391
	Iteration 79Q: 3 clusters Score -5327182 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42684 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -5327254.500000 Penalty: 5310.400391
	Iteration 80F: 3 clusters Score -5327254 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -5327310.500000 Penalty: 5310.400391
	Iteration 81Q: 3 clusters Score -5327310 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42964 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -5327364.500000 Penalty: 5310.400391
	Iteration 82Q: 3 clusters Score -5327364 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43062 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -5327419.000000 Penalty: 5310.400391
	Iteration 83Q: 3 clusters Score -5327419 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43155 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -5327440.500000 Penalty: 5310.400391
	Iteration 84Q: 3 clusters Score -5327440 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -5327487.000000 Penalty: 5310.400391
	Iteration 85Q: 3 clusters Score -5327487 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43299 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5327520.500000 Penalty: 5310.400391
	Iteration 86Q: 3 clusters Score -5327520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43350 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5327534.000000 Penalty: 5310.400391
	Iteration 87Q: 3 clusters Score -5327534 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -5327546.500000 Penalty: 5310.400391
	Iteration 88Q: 3 clusters Score -5327546 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -5327547.000000 Penalty: 5310.400391
	Iteration 89Q: 3 clusters Score -5327547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43457 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -5327566.500000 Penalty: 5310.400391
	Iteration 90Q: 3 clusters Score -5327566 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43487 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -5327582.000000 Penalty: 5310.400391
	Iteration 91Q: 3 clusters Score -5327582 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43523 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5327597.000000 Penalty: 5310.400391
	Iteration 92Q: 3 clusters Score -5327597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43557 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5327613.500000 Penalty: 5310.400391
	Iteration 93Q: 3 clusters Score -5327614 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43583 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -5327631.500000 Penalty: 5310.400391
	Iteration 94Q: 3 clusters Score -5327632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43604 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5327644.500000 Penalty: 5310.400391
	Iteration 95Q: 3 clusters Score -5327644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43622 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5327661.500000 Penalty: 5310.400391
	Iteration 96Q: 3 clusters Score -5327662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43636 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5327668.500000 Penalty: 5310.400391
	Iteration 97Q: 3 clusters Score -5327668 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43651 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5327672.000000 Penalty: 5310.400391
	Iteration 98Q: 3 clusters Score -5327672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43661 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -5327671.000000 Penalty: 5310.400391
	Iteration 99Q: 3 clusters Score -5327671 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -5327683.000000 Penalty: 5310.400391
	Iteration 100F: 3 clusters Score -5327683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43681 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -5327684.000000 Penalty: 5310.400391
	Iteration 101Q: 3 clusters Score -5327684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43686 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -5327681.500000 Penalty: 5310.400391
	Iteration 102Q: 3 clusters Score -5327682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5327686.000000 Penalty: 5310.400391
	Iteration 103Q: 3 clusters Score -5327686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5327685.000000 Penalty: 5310.400391
	Iteration 104Q: 3 clusters Score -5327685 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43689 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -5327683.500000 Penalty: 5310.400391
	Iteration 105Q: 3 clusters Score -5327684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -5327682.000000 Penalty: 5310.400391
	Iteration 106Q: 3 clusters Score -5327682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -5327684.500000 Penalty: 5310.400391
	Iteration 107Q: 3 clusters Score -5327684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -5327683.000000 Penalty: 5310.400391
	Iteration 108Q: 3 clusters Score -5327683 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43696 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -5327685.500000 Penalty: 5310.400391
	Iteration 109Q: 3 clusters Score -5327686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -5327692.500000 Penalty: 5310.400391
	Iteration 110Q: 3 clusters Score -5327692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5327694.500000 Penalty: 5310.400391
	Iteration 111Q: 3 clusters Score -5327694 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -5327701.500000 Penalty: 5310.400391
	Iteration 112Q: 3 clusters Score -5327702 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -5327706.000000 Penalty: 5310.400391
	Iteration 113Q: 3 clusters Score -5327706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43730 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -5327710.000000 Penalty: 5310.400391
	Iteration 114Q: 3 clusters Score -5327710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5327702.000000 Penalty: 5310.400391
	Iteration 115Q: 3 clusters Score -5327702 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43734 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5327710.500000 Penalty: 5310.400391
	Iteration 116Q: 3 clusters Score -5327710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43737 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -5327713.500000 Penalty: 5310.400391
	Iteration 117Q: 3 clusters Score -5327714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5327720.500000 Penalty: 5310.400391
	Iteration 118Q: 3 clusters Score -5327720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43747 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -5327719.000000 Penalty: 5310.400391
	Iteration 119Q: 3 clusters Score -5327719 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43748 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -5327721.500000 Penalty: 5310.400391
	Iteration 120F: 3 clusters Score -5327722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43749 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -5327722.500000 Penalty: 5310.400391
	Iteration 121Q: 3 clusters Score -5327722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43750 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -5327721.000000 Penalty: 5310.400391
	Iteration 122Q: 3 clusters Score -5327721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43751 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -5327723.000000 Penalty: 5310.400391
	Iteration 123Q: 3 clusters Score -5327723 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5327719.500000 Penalty: 5310.400391
	Iteration 124Q: 3 clusters Score -5327720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43753 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -5327720.500000 Penalty: 5310.400391
	Iteration 125Q: 3 clusters Score -5327720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43754 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -5327724.000000 Penalty: 5310.400391
	Iteration 126Q: 3 clusters Score -5327724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5327718.500000 Penalty: 5310.400391
	Iteration 127Q: 3 clusters Score -5327718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5327723.000000 Penalty: 5310.400391
	Iteration 128Q: 3 clusters Score -5327723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43757 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5327721.500000 Penalty: 5310.400391
	Iteration 129Q: 3 clusters Score -5327722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43760 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -5327721.500000 Penalty: 5310.400391
	Iteration 130Q: 3 clusters Score -5327722 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -5327724.500000 Penalty: 5310.400391
	Iteration 131Q: 3 clusters Score -5327724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43762 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5327725.000000 Penalty: 5310.400391
	Iteration 132Q: 3 clusters Score -5327725 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5327723.500000 Penalty: 5310.400391
	Iteration 133Q: 3 clusters Score -5327724 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5327723.500000 Penalty: 5310.400391
	Iteration 134F: 3 clusters Score -5327724 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Entering Unmasked Estep 
Score: -3880954.000000 Penalty: 2592.578857
	Iteration 0F: 2 clusters Score -3880954 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3857477.000000 Penalty: 5185.157715
	Iteration 0F: 3 clusters Score -3857477 nChanged 15703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 17062 members 
Entering Unmasked Estep 
Score: -3866059.500000 Penalty: 5185.157715
	Iteration 1F: 3 clusters Score -3866060 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -3866674.250000 Penalty: 5185.157715
	Iteration 2F: 3 clusters Score -3866674 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -3867347.500000 Penalty: 5185.157715
	Iteration 3Q: 3 clusters Score -3867348 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 16918 members 
Entering Unmasked Estep 
Score: -3868069.500000 Penalty: 5185.157715
	Iteration 4Q: 3 clusters Score -3868070 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3868948.000000 Penalty: 5185.157715
	Iteration 5Q: 3 clusters Score -3868948 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -3870000.000000 Penalty: 5185.157715
	Iteration 6F: 3 clusters Score -3870000 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 16469 members 
Entering Unmasked Estep 
Score: -3871292.750000 Penalty: 5185.157715
	Iteration 7F: 3 clusters Score -3871293 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 16162 members 
Entering Unmasked Estep 
Score: -3872794.750000 Penalty: 5185.157715
	Iteration 8F: 3 clusters Score -3872795 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -3874216.750000 Penalty: 5185.157715
	Iteration 9F: 3 clusters Score -3874217 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -3875224.250000 Penalty: 5185.157715
	Iteration 10Q: 3 clusters Score -3875224 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -3875890.000000 Penalty: 5185.157715
	Iteration 11Q: 3 clusters Score -3875890 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -3876352.250000 Penalty: 5185.157715
	Iteration 12Q: 3 clusters Score -3876352 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -3876766.250000 Penalty: 5185.157715
	Iteration 13Q: 3 clusters Score -3876766 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20360 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -3877143.000000 Penalty: 5185.157715
	Iteration 14Q: 3 clusters Score -3877143 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3877459.750000 Penalty: 5185.157715
	Iteration 15Q: 3 clusters Score -3877460 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -3877719.750000 Penalty: 5185.157715
	Iteration 16Q: 3 clusters Score -3877720 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -3877923.000000 Penalty: 5185.157715
	Iteration 17Q: 3 clusters Score -3877923 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21287 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -3878082.750000 Penalty: 5185.157715
	Iteration 18Q: 3 clusters Score -3878083 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21430 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -3878196.250000 Penalty: 5185.157715
	Iteration 19Q: 3 clusters Score -3878196 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -3878314.250000 Penalty: 5185.157715
	Iteration 20F: 3 clusters Score -3878314 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 13019 members 
Entering Unmasked Estep 
Score: -3878397.750000 Penalty: 5185.157715
	Iteration 21Q: 3 clusters Score -3878398 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21773 members 
Mstep: Class 2 contains 12908 members 
Entering Unmasked Estep 
Score: -3878485.750000 Penalty: 5185.157715
	Iteration 22Q: 3 clusters Score -3878486 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3878531.000000 Penalty: 5185.157715
	Iteration 23Q: 3 clusters Score -3878531 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -3878605.000000 Penalty: 5185.157715
	Iteration 24Q: 3 clusters Score -3878605 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -3878655.000000 Penalty: 5185.157715
	Iteration 25Q: 3 clusters Score -3878655 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22061 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
Score: -3878679.500000 Penalty: 5185.157715
	Iteration 26Q: 3 clusters Score -3878680 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -3878707.500000 Penalty: 5185.157715
	Iteration 27Q: 3 clusters Score -3878708 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22151 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -3878706.500000 Penalty: 5185.157715
	Iteration 28Q: 3 clusters Score -3878706 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3878720.000000 Penalty: 5185.157715
	Iteration 29Q: 3 clusters Score -3878720 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22208 members 
Mstep: Class 2 contains 12473 members 
Entering Unmasked Estep 
Score: -3878730.500000 Penalty: 5185.157715
	Iteration 30Q: 3 clusters Score -3878730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -3878729.500000 Penalty: 5185.157715
	Iteration 31Q: 3 clusters Score -3878730 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3878732.500000 Penalty: 5185.157715
	Iteration 32Q: 3 clusters Score -3878732 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -3878731.750000 Penalty: 5185.157715
	Iteration 33Q: 3 clusters Score -3878732 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 12372 members 
Entering Unmasked Estep 
Score: -3878738.000000 Penalty: 5185.157715
	Iteration 34Q: 3 clusters Score -3878738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -3878732.250000 Penalty: 5185.157715
	Iteration 35Q: 3 clusters Score -3878732 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3878739.000000 Penalty: 5185.157715
	Iteration 36Q: 3 clusters Score -3878739 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3878746.500000 Penalty: 5185.157715
	Iteration 37Q: 3 clusters Score -3878746 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3878760.500000 Penalty: 5185.157715
	Iteration 38Q: 3 clusters Score -3878760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -3878761.500000 Penalty: 5185.157715
	Iteration 39Q: 3 clusters Score -3878762 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22336 members 
Mstep: Class 2 contains 12345 members 
Entering Unmasked Estep 
Score: -3878759.500000 Penalty: 5185.157715
	Iteration 40F: 3 clusters Score -3878760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 12348 members 
Entering Unmasked Estep 
Score: -3878772.000000 Penalty: 5185.157715
	Iteration 41Q: 3 clusters Score -3878772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -3878766.500000 Penalty: 5185.157715
	Iteration 42Q: 3 clusters Score -3878766 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3878762.250000 Penalty: 5185.157715
	Iteration 43Q: 3 clusters Score -3878762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -3878755.750000 Penalty: 5185.157715
	Iteration 44Q: 3 clusters Score -3878756 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3878760.250000 Penalty: 5185.157715
	Iteration 45Q: 3 clusters Score -3878760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22297 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -3878759.000000 Penalty: 5185.157715
	Iteration 46Q: 3 clusters Score -3878759 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 12388 members 
Entering Unmasked Estep 
Score: -3878758.750000 Penalty: 5185.157715
	Iteration 47Q: 3 clusters Score -3878759 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 12398 members 
Entering Unmasked Estep 
Score: -3878758.000000 Penalty: 5185.157715
	Iteration 48Q: 3 clusters Score -3878758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3878759.500000 Penalty: 5185.157715
	Iteration 49Q: 3 clusters Score -3878760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -3878763.750000 Penalty: 5185.157715
	Iteration 50Q: 3 clusters Score -3878764 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -3878762.500000 Penalty: 5185.157715
	Iteration 51Q: 3 clusters Score -3878762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -3878762.500000 Penalty: 5185.157715
	Iteration 52Q: 3 clusters Score -3878762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 12421 members 
Entering Unmasked Estep 
Score: -3878761.000000 Penalty: 5185.157715
	Iteration 53Q: 3 clusters Score -3878761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3878760.750000 Penalty: 5185.157715
	Iteration 54Q: 3 clusters Score -3878761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -3878760.750000 Penalty: 5185.157715
	Iteration 55F: 3 clusters Score -3878761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Entering Unmasked Estep 
Score: -3639631.500000 Penalty: 2561.919922
	Iteration 0F: 2 clusters Score -3639632 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -3618659.750000 Penalty: 5123.839844
	Iteration 0F: 3 clusters Score -3618660 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16028 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -3626213.500000 Penalty: 5123.839844
	Iteration 1F: 3 clusters Score -3626214 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3626639.750000 Penalty: 5123.839844
	Iteration 2Q: 3 clusters Score -3626640 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -3627044.000000 Penalty: 5123.839844
	Iteration 3Q: 3 clusters Score -3627044 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17219 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -3627463.500000 Penalty: 5123.839844
	Iteration 4Q: 3 clusters Score -3627464 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3627967.250000 Penalty: 5123.839844
	Iteration 5Q: 3 clusters Score -3627967 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3628604.250000 Penalty: 5123.839844
	Iteration 6Q: 3 clusters Score -3628604 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19683 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -3629359.500000 Penalty: 5123.839844
	Iteration 7Q: 3 clusters Score -3629360 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -3630258.000000 Penalty: 5123.839844
	Iteration 8Q: 3 clusters Score -3630258 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -3631361.250000 Penalty: 5123.839844
	Iteration 9Q: 3 clusters Score -3631361 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -3632512.000000 Penalty: 5123.839844
	Iteration 10F: 3 clusters Score -3632512 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -3633608.500000 Penalty: 5123.839844
	Iteration 11Q: 3 clusters Score -3633608 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -3634606.000000 Penalty: 5123.839844
	Iteration 12Q: 3 clusters Score -3634606 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3635376.750000 Penalty: 5123.839844
	Iteration 13Q: 3 clusters Score -3635377 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -3635947.000000 Penalty: 5123.839844
	Iteration 14Q: 3 clusters Score -3635947 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28482 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -3636307.500000 Penalty: 5123.839844
	Iteration 15Q: 3 clusters Score -3636308 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -3636582.500000 Penalty: 5123.839844
	Iteration 16Q: 3 clusters Score -3636582 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3636833.000000 Penalty: 5123.839844
	Iteration 17Q: 3 clusters Score -3636833 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3637011.250000 Penalty: 5123.839844
	Iteration 18Q: 3 clusters Score -3637011 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3637127.250000 Penalty: 5123.839844
	Iteration 19Q: 3 clusters Score -3637127 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3637222.750000 Penalty: 5123.839844
	Iteration 20F: 3 clusters Score -3637223 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3637299.250000 Penalty: 5123.839844
	Iteration 21Q: 3 clusters Score -3637299 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -3637344.250000 Penalty: 5123.839844
	Iteration 22Q: 3 clusters Score -3637344 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3637367.750000 Penalty: 5123.839844
	Iteration 23Q: 3 clusters Score -3637368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29939 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -3637403.500000 Penalty: 5123.839844
	Iteration 24Q: 3 clusters Score -3637404 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3637429.500000 Penalty: 5123.839844
	Iteration 25Q: 3 clusters Score -3637430 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29990 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3637434.000000 Penalty: 5123.839844
	Iteration 26Q: 3 clusters Score -3637434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -3637446.500000 Penalty: 5123.839844
	Iteration 27Q: 3 clusters Score -3637446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30017 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3637455.500000 Penalty: 5123.839844
	Iteration 28Q: 3 clusters Score -3637456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3637462.750000 Penalty: 5123.839844
	Iteration 29Q: 3 clusters Score -3637463 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3637467.500000 Penalty: 5123.839844
	Iteration 30Q: 3 clusters Score -3637468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3637471.500000 Penalty: 5123.839844
	Iteration 31Q: 3 clusters Score -3637472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30050 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -3637473.250000 Penalty: 5123.839844
	Iteration 32Q: 3 clusters Score -3637473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30053 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3637472.250000 Penalty: 5123.839844
	Iteration 33Q: 3 clusters Score -3637472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3637473.250000 Penalty: 5123.839844
	Iteration 34Q: 3 clusters Score -3637473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3637476.500000 Penalty: 5123.839844
	Iteration 35Q: 3 clusters Score -3637476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30058 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3637476.500000 Penalty: 5123.839844
	Iteration 36F: 3 clusters Score -3637476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Entering Unmasked Estep 
Score: -416858.468750 Penalty: 2035.840942
	Iteration 0F: 2 clusters Score -416858.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -413169.031250 Penalty: 4071.681885
	Iteration 0F: 3 clusters Score -413169 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -413923.375000 Penalty: 4071.681885
	Iteration 1F: 3 clusters Score -413923.4 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -414093.031250 Penalty: 4071.681885
	Iteration 2F: 3 clusters Score -414093 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -414188.312500 Penalty: 4071.681885
	Iteration 3Q: 3 clusters Score -414188.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -414257.593750 Penalty: 4071.681885
	Iteration 4Q: 3 clusters Score -414257.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -414297.906250 Penalty: 4071.681885
	Iteration 5Q: 3 clusters Score -414297.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -414321.281250 Penalty: 4071.681885
	Iteration 6Q: 3 clusters Score -414321.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -414340.625000 Penalty: 4071.681885
	Iteration 7Q: 3 clusters Score -414340.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -414358.343750 Penalty: 4071.681885
	Iteration 8Q: 3 clusters Score -414358.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -414372.500000 Penalty: 4071.681885
	Iteration 9Q: 3 clusters Score -414372.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -414385.187500 Penalty: 4071.681885
	Iteration 10Q: 3 clusters Score -414385.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -414396.625000 Penalty: 4071.681885
	Iteration 11Q: 3 clusters Score -414396.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -414402.500000 Penalty: 4071.681885
	Iteration 12Q: 3 clusters Score -414402.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -414406.468750 Penalty: 4071.681885
	Iteration 13Q: 3 clusters Score -414406.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -414409.218750 Penalty: 4071.681885
	Iteration 14Q: 3 clusters Score -414409.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -414411.906250 Penalty: 4071.681885
	Iteration 15Q: 3 clusters Score -414411.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -414416.593750 Penalty: 4071.681885
	Iteration 16Q: 3 clusters Score -414416.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -414421.562500 Penalty: 4071.681885
	Iteration 17Q: 3 clusters Score -414421.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -414425.812500 Penalty: 4071.681885
	Iteration 18Q: 3 clusters Score -414425.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -414431.375000 Penalty: 4071.681885
	Iteration 19Q: 3 clusters Score -414431.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -414435.968750 Penalty: 4071.681885
	Iteration 20F: 3 clusters Score -414436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -414438.968750 Penalty: 4071.681885
	Iteration 21Q: 3 clusters Score -414439 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -414443.156250 Penalty: 4071.681885
	Iteration 22Q: 3 clusters Score -414443.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -414446.968750 Penalty: 4071.681885
	Iteration 23Q: 3 clusters Score -414447 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -414450.937500 Penalty: 4071.681885
	Iteration 24Q: 3 clusters Score -414450.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -414453.687500 Penalty: 4071.681885
	Iteration 25Q: 3 clusters Score -414453.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -414455.875000 Penalty: 4071.681885
	Iteration 26Q: 3 clusters Score -414455.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -414459.531250 Penalty: 4071.681885
	Iteration 27Q: 3 clusters Score -414459.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -414463.843750 Penalty: 4071.681885
	Iteration 28Q: 3 clusters Score -414463.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -414469.750000 Penalty: 4071.681885
	Iteration 29Q: 3 clusters Score -414469.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -414476.843750 Penalty: 4071.681885
	Iteration 30Q: 3 clusters Score -414476.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -414484.062500 Penalty: 4071.681885
	Iteration 31Q: 3 clusters Score -414484.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -414491.062500 Penalty: 4071.681885
	Iteration 32Q: 3 clusters Score -414491.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -414498.562500 Penalty: 4071.681885
	Iteration 33Q: 3 clusters Score -414498.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -414506.406250 Penalty: 4071.681885
	Iteration 34Q: 3 clusters Score -414506.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -414512.687500 Penalty: 4071.681885
	Iteration 35Q: 3 clusters Score -414512.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -414520.843750 Penalty: 4071.681885
	Iteration 36Q: 3 clusters Score -414520.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -414529.593750 Penalty: 4071.681885
	Iteration 37Q: 3 clusters Score -414529.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -414535.875000 Penalty: 4071.681885
	Iteration 38Q: 3 clusters Score -414535.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -414544.000000 Penalty: 4071.681885
	Iteration 39Q: 3 clusters Score -414544 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -414553.281250 Penalty: 4071.681885
	Iteration 40F: 3 clusters Score -414553.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -414568.875000 Penalty: 4071.681885
	Iteration 41Q: 3 clusters Score -414568.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -414577.437500 Penalty: 4071.681885
	Iteration 42Q: 3 clusters Score -414577.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -414584.468750 Penalty: 4071.681885
	Iteration 43Q: 3 clusters Score -414584.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -414593.687500 Penalty: 4071.681885
	Iteration 44Q: 3 clusters Score -414593.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -414602.000000 Penalty: 4071.681885
	Iteration 45Q: 3 clusters Score -414602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -414607.593750 Penalty: 4071.681885
	Iteration 46Q: 3 clusters Score -414607.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -414614.625000 Penalty: 4071.681885
	Iteration 47Q: 3 clusters Score -414614.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -414624.843750 Penalty: 4071.681885
	Iteration 48Q: 3 clusters Score -414624.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -414637.656250 Penalty: 4071.681885
	Iteration 49Q: 3 clusters Score -414637.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -414649.343750 Penalty: 4071.681885
	Iteration 50Q: 3 clusters Score -414649.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -414665.468750 Penalty: 4071.681885
	Iteration 51Q: 3 clusters Score -414665.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -414677.500000 Penalty: 4071.681885
	Iteration 52Q: 3 clusters Score -414677.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -414684.906250 Penalty: 4071.681885
	Iteration 53Q: 3 clusters Score -414684.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -414696.156250 Penalty: 4071.681885
	Iteration 54Q: 3 clusters Score -414696.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -414714.093750 Penalty: 4071.681885
	Iteration 55Q: 3 clusters Score -414714.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -414730.656250 Penalty: 4071.681885
	Iteration 56Q: 3 clusters Score -414730.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -414744.437500 Penalty: 4071.681885
	Iteration 57Q: 3 clusters Score -414744.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -414758.156250 Penalty: 4071.681885
	Iteration 58Q: 3 clusters Score -414758.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -414766.718750 Penalty: 4071.681885
	Iteration 59Q: 3 clusters Score -414766.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -414773.750000 Penalty: 4071.681885
	Iteration 60F: 3 clusters Score -414773.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -414780.125000 Penalty: 4071.681885
	Iteration 61Q: 3 clusters Score -414780.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -414785.875000 Penalty: 4071.681885
	Iteration 62Q: 3 clusters Score -414785.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -414794.968750 Penalty: 4071.681885
	Iteration 63Q: 3 clusters Score -414795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -414804.656250 Penalty: 4071.681885
	Iteration 64Q: 3 clusters Score -414804.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -414814.281250 Penalty: 4071.681885
	Iteration 65Q: 3 clusters Score -414814.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -414822.593750 Penalty: 4071.681885
	Iteration 66Q: 3 clusters Score -414822.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -414832.531250 Penalty: 4071.681885
	Iteration 67Q: 3 clusters Score -414832.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -414840.843750 Penalty: 4071.681885
	Iteration 68Q: 3 clusters Score -414840.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -414848.875000 Penalty: 4071.681885
	Iteration 69Q: 3 clusters Score -414848.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -414860.093750 Penalty: 4071.681885
	Iteration 70Q: 3 clusters Score -414860.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -414871.437500 Penalty: 4071.681885
	Iteration 71Q: 3 clusters Score -414871.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -414879.781250 Penalty: 4071.681885
	Iteration 72Q: 3 clusters Score -414879.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -414885.343750 Penalty: 4071.681885
	Iteration 73Q: 3 clusters Score -414885.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -414889.500000 Penalty: 4071.681885
	Iteration 74Q: 3 clusters Score -414889.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -414895.062500 Penalty: 4071.681885
	Iteration 75Q: 3 clusters Score -414895.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -414897.218750 Penalty: 4071.681885
	Iteration 76Q: 3 clusters Score -414897.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -414900.437500 Penalty: 4071.681885
	Iteration 77Q: 3 clusters Score -414900.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -414903.531250 Penalty: 4071.681885
	Iteration 78Q: 3 clusters Score -414903.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -414907.406250 Penalty: 4071.681885
	Iteration 79Q: 3 clusters Score -414907.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -414911.406250 Penalty: 4071.681885
	Iteration 80F: 3 clusters Score -414911.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -414915.062500 Penalty: 4071.681885
	Iteration 81Q: 3 clusters Score -414915.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -414920.843750 Penalty: 4071.681885
	Iteration 82Q: 3 clusters Score -414920.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -414930.750000 Penalty: 4071.681885
	Iteration 83Q: 3 clusters Score -414930.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -414939.468750 Penalty: 4071.681885
	Iteration 84Q: 3 clusters Score -414939.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -414948.312500 Penalty: 4071.681885
	Iteration 85Q: 3 clusters Score -414948.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -414955.812500 Penalty: 4071.681885
	Iteration 86Q: 3 clusters Score -414955.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -414961.312500 Penalty: 4071.681885
	Iteration 87Q: 3 clusters Score -414961.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -414966.812500 Penalty: 4071.681885
	Iteration 88Q: 3 clusters Score -414966.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -414969.812500 Penalty: 4071.681885
	Iteration 89Q: 3 clusters Score -414969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -414971.593750 Penalty: 4071.681885
	Iteration 90Q: 3 clusters Score -414971.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -414975.437500 Penalty: 4071.681885
	Iteration 91Q: 3 clusters Score -414975.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -414978.343750 Penalty: 4071.681885
	Iteration 92Q: 3 clusters Score -414978.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -414980.562500 Penalty: 4071.681885
	Iteration 93Q: 3 clusters Score -414980.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -414982.531250 Penalty: 4071.681885
	Iteration 94Q: 3 clusters Score -414982.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -414982.875000 Penalty: 4071.681885
	Iteration 95Q: 3 clusters Score -414982.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -414984.375000 Penalty: 4071.681885
	Iteration 96Q: 3 clusters Score -414984.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -414984.968750 Penalty: 4071.681885
	Iteration 97Q: 3 clusters Score -414985 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -414984.968750 Penalty: 4071.681885
	Iteration 98F: 3 clusters Score -414985 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Entering Unmasked Estep 
Score: -870383.812500 Penalty: 2250.821777
	Iteration 0F: 2 clusters Score -870383.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -863453.250000 Penalty: 4501.643555
	Iteration 0F: 3 clusters Score -863453.2 nChanged 3566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -865418.000000 Penalty: 4501.643555
	Iteration 1F: 3 clusters Score -865418 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -865768.437500 Penalty: 4501.643555
	Iteration 2F: 3 clusters Score -865768.4 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -866075.250000 Penalty: 4501.643555
	Iteration 3F: 3 clusters Score -866075.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -866395.812500 Penalty: 4501.643555
	Iteration 4F: 3 clusters Score -866395.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -866703.437500 Penalty: 4501.643555
	Iteration 5F: 3 clusters Score -866703.4 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -867041.937500 Penalty: 4501.643555
	Iteration 6F: 3 clusters Score -867041.9 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -867404.062500 Penalty: 4501.643555
	Iteration 7Q: 3 clusters Score -867404.1 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -867789.875000 Penalty: 4501.643555
	Iteration 8Q: 3 clusters Score -867789.9 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -868147.625000 Penalty: 4501.643555
	Iteration 9Q: 3 clusters Score -868147.6 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -868428.687500 Penalty: 4501.643555
	Iteration 10Q: 3 clusters Score -868428.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -868619.000000 Penalty: 4501.643555
	Iteration 11Q: 3 clusters Score -868619 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -868721.625000 Penalty: 4501.643555
	Iteration 12Q: 3 clusters Score -868721.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -868782.125000 Penalty: 4501.643555
	Iteration 13Q: 3 clusters Score -868782.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -868818.687500 Penalty: 4501.643555
	Iteration 14Q: 3 clusters Score -868818.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -868843.312500 Penalty: 4501.643555
	Iteration 15Q: 3 clusters Score -868843.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -868854.125000 Penalty: 4501.643555
	Iteration 16Q: 3 clusters Score -868854.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -868860.062500 Penalty: 4501.643555
	Iteration 17Q: 3 clusters Score -868860.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -868866.375000 Penalty: 4501.643555
	Iteration 18Q: 3 clusters Score -868866.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -868869.562500 Penalty: 4501.643555
	Iteration 19Q: 3 clusters Score -868869.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -868872.750000 Penalty: 4501.643555
	Iteration 20F: 3 clusters Score -868872.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -868873.812500 Penalty: 4501.643555
	Iteration 21Q: 3 clusters Score -868873.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -868875.250000 Penalty: 4501.643555
	Iteration 22Q: 3 clusters Score -868875.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -868876.000000 Penalty: 4501.643555
	Iteration 23Q: 3 clusters Score -868876 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -868877.937500 Penalty: 4501.643555
	Iteration 24Q: 3 clusters Score -868877.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -868876.875000 Penalty: 4501.643555
	Iteration 25Q: 3 clusters Score -868876.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -868878.750000 Penalty: 4501.643555
	Iteration 26Q: 3 clusters Score -868878.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -868879.812500 Penalty: 4501.643555
	Iteration 27Q: 3 clusters Score -868879.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -868880.625000 Penalty: 4501.643555
	Iteration 28Q: 3 clusters Score -868880.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -868880.437500 Penalty: 4501.643555
	Iteration 29Q: 3 clusters Score -868880.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -868880.000000 Penalty: 4501.643555
	Iteration 30Q: 3 clusters Score -868880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -868880.125000 Penalty: 4501.643555
	Iteration 31Q: 3 clusters Score -868880.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -868881.062500 Penalty: 4501.643555
	Iteration 32Q: 3 clusters Score -868881.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -868881.062500 Penalty: 4501.643555
	Iteration 33F: 3 clusters Score -868881.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (11196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11196 members 
Entering Unmasked Estep 
Score: -1338706.125000 Penalty: 2312.181396
	Iteration 0F: 2 clusters Score -1338706 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -1330305.000000 Penalty: 4624.362793
	Iteration 0F: 3 clusters Score -1330305 nChanged 4663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1332786.500000 Penalty: 4624.362793
	Iteration 1F: 3 clusters Score -1332786 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1333067.125000 Penalty: 4624.362793
	Iteration 2F: 3 clusters Score -1333067 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1333235.250000 Penalty: 4624.362793
	Iteration 3Q: 3 clusters Score -1333235 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1333372.625000 Penalty: 4624.362793
	Iteration 4Q: 3 clusters Score -1333373 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1333490.750000 Penalty: 4624.362793
	Iteration 5Q: 3 clusters Score -1333491 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -1333597.750000 Penalty: 4624.362793
	Iteration 6Q: 3 clusters Score -1333598 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1333713.750000 Penalty: 4624.362793
	Iteration 7Q: 3 clusters Score -1333714 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1333842.625000 Penalty: 4624.362793
	Iteration 8Q: 3 clusters Score -1333843 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1333965.125000 Penalty: 4624.362793
	Iteration 9Q: 3 clusters Score -1333965 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1334075.750000 Penalty: 4624.362793
	Iteration 10Q: 3 clusters Score -1334076 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1334190.125000 Penalty: 4624.362793
	Iteration 11Q: 3 clusters Score -1334190 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1334292.375000 Penalty: 4624.362793
	Iteration 12Q: 3 clusters Score -1334292 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1334380.750000 Penalty: 4624.362793
	Iteration 13Q: 3 clusters Score -1334381 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1334493.375000 Penalty: 4624.362793
	Iteration 14Q: 3 clusters Score -1334493 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1334640.875000 Penalty: 4624.362793
	Iteration 15Q: 3 clusters Score -1334641 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1334800.625000 Penalty: 4624.362793
	Iteration 16Q: 3 clusters Score -1334801 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1334951.750000 Penalty: 4624.362793
	Iteration 17Q: 3 clusters Score -1334952 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -1335091.500000 Penalty: 4624.362793
	Iteration 18Q: 3 clusters Score -1335092 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1335225.375000 Penalty: 4624.362793
	Iteration 19Q: 3 clusters Score -1335225 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1335342.750000 Penalty: 4624.362793
	Iteration 20F: 3 clusters Score -1335343 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1335454.625000 Penalty: 4624.362793
	Iteration 21Q: 3 clusters Score -1335455 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
Score: -1335538.625000 Penalty: 4624.362793
	Iteration 22Q: 3 clusters Score -1335539 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1335592.250000 Penalty: 4624.362793
	Iteration 23Q: 3 clusters Score -1335592 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1335631.875000 Penalty: 4624.362793
	Iteration 24Q: 3 clusters Score -1335632 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1335664.250000 Penalty: 4624.362793
	Iteration 25Q: 3 clusters Score -1335664 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1335703.750000 Penalty: 4624.362793
	Iteration 26Q: 3 clusters Score -1335704 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1335742.500000 Penalty: 4624.362793
	Iteration 27Q: 3 clusters Score -1335742 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1335782.250000 Penalty: 4624.362793
	Iteration 28Q: 3 clusters Score -1335782 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1335835.000000 Penalty: 4624.362793
	Iteration 29Q: 3 clusters Score -1335835 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1335907.500000 Penalty: 4624.362793
	Iteration 30Q: 3 clusters Score -1335908 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1335999.125000 Penalty: 4624.362793
	Iteration 31Q: 3 clusters Score -1335999 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1336141.125000 Penalty: 4624.362793
	Iteration 32Q: 3 clusters Score -1336141 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1336261.750000 Penalty: 4624.362793
	Iteration 33Q: 3 clusters Score -1336262 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7583 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1336360.125000 Penalty: 4624.362793
	Iteration 34Q: 3 clusters Score -1336360 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -1336448.000000 Penalty: 4624.362793
	Iteration 35Q: 3 clusters Score -1336448 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1336518.125000 Penalty: 4624.362793
	Iteration 36Q: 3 clusters Score -1336518 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -1336572.125000 Penalty: 4624.362793
	Iteration 37Q: 3 clusters Score -1336572 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1336622.875000 Penalty: 4624.362793
	Iteration 38Q: 3 clusters Score -1336623 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1336653.750000 Penalty: 4624.362793
	Iteration 39Q: 3 clusters Score -1336654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1336671.500000 Penalty: 4624.362793
	Iteration 40F: 3 clusters Score -1336672 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1336682.000000 Penalty: 4624.362793
	Iteration 41Q: 3 clusters Score -1336682 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1336701.500000 Penalty: 4624.362793
	Iteration 42Q: 3 clusters Score -1336702 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1336714.625000 Penalty: 4624.362793
	Iteration 43Q: 3 clusters Score -1336715 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1336728.625000 Penalty: 4624.362793
	Iteration 44Q: 3 clusters Score -1336729 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1336748.500000 Penalty: 4624.362793
	Iteration 45Q: 3 clusters Score -1336748 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1336771.750000 Penalty: 4624.362793
	Iteration 46Q: 3 clusters Score -1336772 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1336784.750000 Penalty: 4624.362793
	Iteration 47Q: 3 clusters Score -1336785 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -1336799.000000 Penalty: 4624.362793
	Iteration 48Q: 3 clusters Score -1336799 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1336809.875000 Penalty: 4624.362793
	Iteration 49Q: 3 clusters Score -1336810 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8076 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1336815.250000 Penalty: 4624.362793
	Iteration 50Q: 3 clusters Score -1336815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1336822.500000 Penalty: 4624.362793
	Iteration 51Q: 3 clusters Score -1336822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1336827.500000 Penalty: 4624.362793
	Iteration 52Q: 3 clusters Score -1336828 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1336839.625000 Penalty: 4624.362793
	Iteration 53Q: 3 clusters Score -1336840 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8110 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1336846.000000 Penalty: 4624.362793
	Iteration 54Q: 3 clusters Score -1336846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -1336849.000000 Penalty: 4624.362793
	Iteration 55Q: 3 clusters Score -1336849 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -1336854.875000 Penalty: 4624.362793
	Iteration 56Q: 3 clusters Score -1336855 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1336861.875000 Penalty: 4624.362793
	Iteration 57Q: 3 clusters Score -1336862 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -1336865.250000 Penalty: 4624.362793
	Iteration 58Q: 3 clusters Score -1336865 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1336863.750000 Penalty: 4624.362793
	Iteration 59Q: 3 clusters Score -1336864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1336870.125000 Penalty: 4624.362793
	Iteration 60F: 3 clusters Score -1336870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1336873.875000 Penalty: 4624.362793
	Iteration 61Q: 3 clusters Score -1336874 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -1336876.125000 Penalty: 4624.362793
	Iteration 62Q: 3 clusters Score -1336876 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -1336880.750000 Penalty: 4624.362793
	Iteration 63Q: 3 clusters Score -1336881 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -1336886.625000 Penalty: 4624.362793
	Iteration 64Q: 3 clusters Score -1336887 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -1336896.000000 Penalty: 4624.362793
	Iteration 65Q: 3 clusters Score -1336896 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1336895.250000 Penalty: 4624.362793
	Iteration 66Q: 3 clusters Score -1336895 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1336900.500000 Penalty: 4624.362793
	Iteration 67Q: 3 clusters Score -1336900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1336906.125000 Penalty: 4624.362793
	Iteration 68Q: 3 clusters Score -1336906 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1336914.000000 Penalty: 4624.362793
	Iteration 69Q: 3 clusters Score -1336914 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1336919.250000 Penalty: 4624.362793
	Iteration 70Q: 3 clusters Score -1336919 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1336924.375000 Penalty: 4624.362793
	Iteration 71Q: 3 clusters Score -1336924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -1336928.500000 Penalty: 4624.362793
	Iteration 72Q: 3 clusters Score -1336928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1336930.875000 Penalty: 4624.362793
	Iteration 73Q: 3 clusters Score -1336931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8256 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1336936.750000 Penalty: 4624.362793
	Iteration 74Q: 3 clusters Score -1336937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -1336940.375000 Penalty: 4624.362793
	Iteration 75Q: 3 clusters Score -1336940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -1336946.500000 Penalty: 4624.362793
	Iteration 76Q: 3 clusters Score -1336946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8289 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -1336951.000000 Penalty: 4624.362793
	Iteration 77Q: 3 clusters Score -1336951 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -1336957.250000 Penalty: 4624.362793
	Iteration 78Q: 3 clusters Score -1336957 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -1336957.000000 Penalty: 4624.362793
	Iteration 79Q: 3 clusters Score -1336957 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1336962.750000 Penalty: 4624.362793
	Iteration 80F: 3 clusters Score -1336963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -1336963.750000 Penalty: 4624.362793
	Iteration 81Q: 3 clusters Score -1336964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1336966.750000 Penalty: 4624.362793
	Iteration 82Q: 3 clusters Score -1336967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1336969.125000 Penalty: 4624.362793
	Iteration 83Q: 3 clusters Score -1336969 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8339 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1336971.250000 Penalty: 4624.362793
	Iteration 84Q: 3 clusters Score -1336971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -1336977.375000 Penalty: 4624.362793
	Iteration 85Q: 3 clusters Score -1336977 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1336983.750000 Penalty: 4624.362793
	Iteration 86Q: 3 clusters Score -1336984 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1336995.000000 Penalty: 4624.362793
	Iteration 87Q: 3 clusters Score -1336995 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1337000.250000 Penalty: 4624.362793
	Iteration 88Q: 3 clusters Score -1337000 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1337011.125000 Penalty: 4624.362793
	Iteration 89Q: 3 clusters Score -1337011 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8387 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -1337011.125000 Penalty: 4624.362793
	Iteration 90Q: 3 clusters Score -1337011 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -1337015.250000 Penalty: 4624.362793
	Iteration 91Q: 3 clusters Score -1337015 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -1337019.250000 Penalty: 4624.362793
	Iteration 92Q: 3 clusters Score -1337019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1337020.125000 Penalty: 4624.362793
	Iteration 93Q: 3 clusters Score -1337020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1337017.500000 Penalty: 4624.362793
	Iteration 94Q: 3 clusters Score -1337018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1337024.625000 Penalty: 4624.362793
	Iteration 95Q: 3 clusters Score -1337025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -1337025.875000 Penalty: 4624.362793
	Iteration 96Q: 3 clusters Score -1337026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1337025.875000 Penalty: 4624.362793
	Iteration 97Q: 3 clusters Score -1337026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1337023.625000 Penalty: 4624.362793
	Iteration 98Q: 3 clusters Score -1337024 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -1337025.875000 Penalty: 4624.362793
	Iteration 99Q: 3 clusters Score -1337026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1337025.375000 Penalty: 4624.362793
	Iteration 100F: 3 clusters Score -1337025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1337024.875000 Penalty: 4624.362793
	Iteration 101Q: 3 clusters Score -1337025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8434 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1337024.875000 Penalty: 4624.362793
	Iteration 102F: 3 clusters Score -1337025 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (58050 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58050 members 
Entering Unmasked Estep 
Score: -6926880.000000 Penalty: 2720.326904
	Iteration 0F: 2 clusters Score -6926880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -6887489.000000 Penalty: 5440.653809
	Iteration 0F: 3 clusters Score -6887489 nChanged 26962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -6903096.500000 Penalty: 5440.653809
	Iteration 1F: 3 clusters Score -6903096 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29487 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -6903899.500000 Penalty: 5440.653809
	Iteration 2Q: 3 clusters Score -6903900 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29854 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -6904919.500000 Penalty: 5440.653809
	Iteration 3Q: 3 clusters Score -6904920 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 27612 members 
Entering Unmasked Estep 
Score: -6906301.000000 Penalty: 5440.653809
	Iteration 4Q: 3 clusters Score -6906301 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -6908214.500000 Penalty: 5440.653809
	Iteration 5F: 3 clusters Score -6908214 nChanged 3789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32188 members 
Mstep: Class 2 contains 25862 members 
Entering Unmasked Estep 
Score: -6911132.000000 Penalty: 5440.653809
	Iteration 6F: 3 clusters Score -6911132 nChanged 4178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33300 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -6915165.000000 Penalty: 5440.653809
	Iteration 7F: 3 clusters Score -6915165 nChanged 4299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34461 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -6919623.000000 Penalty: 5440.653809
	Iteration 8F: 3 clusters Score -6919623 nChanged 3438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35299 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -6922702.500000 Penalty: 5440.653809
	Iteration 9F: 3 clusters Score -6922702 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35941 members 
Mstep: Class 2 contains 22109 members 
Entering Unmasked Estep 
Score: -6924260.000000 Penalty: 5440.653809
	Iteration 10Q: 3 clusters Score -6924260 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36535 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -6925108.500000 Penalty: 5440.653809
	Iteration 11Q: 3 clusters Score -6925108 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37108 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -6925643.500000 Penalty: 5440.653809
	Iteration 12Q: 3 clusters Score -6925644 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 20440 members 
Entering Unmasked Estep 
Score: -6925899.500000 Penalty: 5440.653809
	Iteration 13Q: 3 clusters Score -6925900 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37999 members 
Mstep: Class 2 contains 20051 members 
Entering Unmasked Estep 
Score: -6926013.500000 Penalty: 5440.653809
	Iteration 14Q: 3 clusters Score -6926014 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38339 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -6926093.000000 Penalty: 5440.653809
	Iteration 15Q: 3 clusters Score -6926093 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38668 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -6926199.500000 Penalty: 5440.653809
	Iteration 16Q: 3 clusters Score -6926200 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -6926237.500000 Penalty: 5440.653809
	Iteration 17Q: 3 clusters Score -6926238 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 18894 members 
Entering Unmasked Estep 
Score: -6926271.000000 Penalty: 5440.653809
	Iteration 18Q: 3 clusters Score -6926271 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -6926299.000000 Penalty: 5440.653809
	Iteration 19Q: 3 clusters Score -6926299 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39512 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -6926291.000000 Penalty: 5440.653809
	Iteration 20F: 3 clusters Score -6926291 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -6926304.000000 Penalty: 5440.653809
	Iteration 21Q: 3 clusters Score -6926304 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39752 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -6926325.500000 Penalty: 5440.653809
	Iteration 22Q: 3 clusters Score -6926326 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -6926320.500000 Penalty: 5440.653809
	Iteration 23Q: 3 clusters Score -6926320 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39924 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -6926328.000000 Penalty: 5440.653809
	Iteration 24Q: 3 clusters Score -6926328 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39989 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -6926326.500000 Penalty: 5440.653809
	Iteration 25Q: 3 clusters Score -6926326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40053 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -6926325.500000 Penalty: 5440.653809
	Iteration 26Q: 3 clusters Score -6926326 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40096 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -6926331.000000 Penalty: 5440.653809
	Iteration 27Q: 3 clusters Score -6926331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40132 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -6926321.000000 Penalty: 5440.653809
	Iteration 28Q: 3 clusters Score -6926321 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -6926320.500000 Penalty: 5440.653809
	Iteration 29Q: 3 clusters Score -6926320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -6926321.500000 Penalty: 5440.653809
	Iteration 30Q: 3 clusters Score -6926322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40213 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -6926323.500000 Penalty: 5440.653809
	Iteration 31Q: 3 clusters Score -6926324 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40240 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -6926329.000000 Penalty: 5440.653809
	Iteration 32Q: 3 clusters Score -6926329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40267 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -6926338.500000 Penalty: 5440.653809
	Iteration 33Q: 3 clusters Score -6926338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -6926353.500000 Penalty: 5440.653809
	Iteration 34Q: 3 clusters Score -6926354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -6926355.000000 Penalty: 5440.653809
	Iteration 35Q: 3 clusters Score -6926355 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -6926358.500000 Penalty: 5440.653809
	Iteration 36Q: 3 clusters Score -6926358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -6926363.500000 Penalty: 5440.653809
	Iteration 37Q: 3 clusters Score -6926364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 17711 members 
Entering Unmasked Estep 
Score: -6926362.000000 Penalty: 5440.653809
	Iteration 38Q: 3 clusters Score -6926362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -6926370.500000 Penalty: 5440.653809
	Iteration 39Q: 3 clusters Score -6926370 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40342 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -6926366.500000 Penalty: 5440.653809
	Iteration 40F: 3 clusters Score -6926366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -6926362.000000 Penalty: 5440.653809
	Iteration 41Q: 3 clusters Score -6926362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -6926361.500000 Penalty: 5440.653809
	Iteration 42Q: 3 clusters Score -6926362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -6926364.500000 Penalty: 5440.653809
	Iteration 43Q: 3 clusters Score -6926364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -6926366.000000 Penalty: 5440.653809
	Iteration 44Q: 3 clusters Score -6926366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -6926362.500000 Penalty: 5440.653809
	Iteration 45Q: 3 clusters Score -6926362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -6926356.500000 Penalty: 5440.653809
	Iteration 46Q: 3 clusters Score -6926356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40361 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -6926362.000000 Penalty: 5440.653809
	Iteration 47Q: 3 clusters Score -6926362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40363 members 
Mstep: Class 2 contains 17687 members 
Entering Unmasked Estep 
Score: -6926360.000000 Penalty: 5440.653809
	Iteration 48Q: 3 clusters Score -6926360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40368 members 
Mstep: Class 2 contains 17682 members 
Entering Unmasked Estep 
Score: -6926351.000000 Penalty: 5440.653809
	Iteration 49Q: 3 clusters Score -6926351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -6926360.000000 Penalty: 5440.653809
	Iteration 50Q: 3 clusters Score -6926360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -6926360.000000 Penalty: 5440.653809
	Iteration 51Q: 3 clusters Score -6926360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40372 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -6926360.000000 Penalty: 5440.653809
	Iteration 52F: 3 clusters Score -6926360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (11945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11945 members 
Entering Unmasked Estep 
Score: -1083476.375000 Penalty: 2328.240967
	Iteration 0F: 2 clusters Score -1083476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1074551.125000 Penalty: 4656.481934
	Iteration 0F: 3 clusters Score -1074551 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -1077388.625000 Penalty: 4656.481934
	Iteration 1F: 3 clusters Score -1077389 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1077949.875000 Penalty: 4656.481934
	Iteration 2F: 3 clusters Score -1077950 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1078568.375000 Penalty: 4656.481934
	Iteration 3F: 3 clusters Score -1078568 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1079169.625000 Penalty: 4656.481934
	Iteration 4F: 3 clusters Score -1079170 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -1079740.000000 Penalty: 4656.481934
	Iteration 5F: 3 clusters Score -1079740 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1080235.875000 Penalty: 4656.481934
	Iteration 6F: 3 clusters Score -1080236 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 6298 members 
Entering Unmasked Estep 
Score: -1080684.875000 Penalty: 4656.481934
	Iteration 7F: 3 clusters Score -1080685 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1081021.625000 Penalty: 4656.481934
	Iteration 8Q: 3 clusters Score -1081022 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1081248.500000 Penalty: 4656.481934
	Iteration 9Q: 3 clusters Score -1081248 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1081379.000000 Penalty: 4656.481934
	Iteration 10Q: 3 clusters Score -1081379 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1081464.125000 Penalty: 4656.481934
	Iteration 11Q: 3 clusters Score -1081464 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1081532.000000 Penalty: 4656.481934
	Iteration 12Q: 3 clusters Score -1081532 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1081576.250000 Penalty: 4656.481934
	Iteration 13Q: 3 clusters Score -1081576 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1081614.750000 Penalty: 4656.481934
	Iteration 14Q: 3 clusters Score -1081615 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1081645.750000 Penalty: 4656.481934
	Iteration 15Q: 3 clusters Score -1081646 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1081663.750000 Penalty: 4656.481934
	Iteration 16Q: 3 clusters Score -1081664 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -1081686.250000 Penalty: 4656.481934
	Iteration 17Q: 3 clusters Score -1081686 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -1081703.625000 Penalty: 4656.481934
	Iteration 18Q: 3 clusters Score -1081704 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1081722.625000 Penalty: 4656.481934
	Iteration 19Q: 3 clusters Score -1081723 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1081744.375000 Penalty: 4656.481934
	Iteration 20F: 3 clusters Score -1081744 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -1081753.125000 Penalty: 4656.481934
	Iteration 21Q: 3 clusters Score -1081753 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -1081764.750000 Penalty: 4656.481934
	Iteration 22Q: 3 clusters Score -1081765 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -1081774.625000 Penalty: 4656.481934
	Iteration 23Q: 3 clusters Score -1081775 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1081788.000000 Penalty: 4656.481934
	Iteration 24Q: 3 clusters Score -1081788 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -1081799.250000 Penalty: 4656.481934
	Iteration 25Q: 3 clusters Score -1081799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1081808.250000 Penalty: 4656.481934
	Iteration 26Q: 3 clusters Score -1081808 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1081817.000000 Penalty: 4656.481934
	Iteration 27Q: 3 clusters Score -1081817 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1081824.500000 Penalty: 4656.481934
	Iteration 28Q: 3 clusters Score -1081824 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1081833.125000 Penalty: 4656.481934
	Iteration 29Q: 3 clusters Score -1081833 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1081842.875000 Penalty: 4656.481934
	Iteration 30Q: 3 clusters Score -1081843 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1081848.125000 Penalty: 4656.481934
	Iteration 31Q: 3 clusters Score -1081848 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1081854.750000 Penalty: 4656.481934
	Iteration 32Q: 3 clusters Score -1081855 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1081863.250000 Penalty: 4656.481934
	Iteration 33Q: 3 clusters Score -1081863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1081866.875000 Penalty: 4656.481934
	Iteration 34Q: 3 clusters Score -1081867 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1081870.250000 Penalty: 4656.481934
	Iteration 35Q: 3 clusters Score -1081870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -1081878.875000 Penalty: 4656.481934
	Iteration 36Q: 3 clusters Score -1081879 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1081883.875000 Penalty: 4656.481934
	Iteration 37Q: 3 clusters Score -1081884 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1081888.000000 Penalty: 4656.481934
	Iteration 38Q: 3 clusters Score -1081888 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1081891.500000 Penalty: 4656.481934
	Iteration 39Q: 3 clusters Score -1081892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1081898.750000 Penalty: 4656.481934
	Iteration 40F: 3 clusters Score -1081899 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1081907.625000 Penalty: 4656.481934
	Iteration 41Q: 3 clusters Score -1081908 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1081916.125000 Penalty: 4656.481934
	Iteration 42Q: 3 clusters Score -1081916 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1081925.375000 Penalty: 4656.481934
	Iteration 43Q: 3 clusters Score -1081925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7275 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1081933.625000 Penalty: 4656.481934
	Iteration 44Q: 3 clusters Score -1081934 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1081946.875000 Penalty: 4656.481934
	Iteration 45Q: 3 clusters Score -1081947 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 4586 members 
Entering Unmasked Estep 
Score: -1081951.000000 Penalty: 4656.481934
	Iteration 46Q: 3 clusters Score -1081951 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1081956.875000 Penalty: 4656.481934
	Iteration 47Q: 3 clusters Score -1081957 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1081966.750000 Penalty: 4656.481934
	Iteration 48Q: 3 clusters Score -1081967 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7454 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1081972.000000 Penalty: 4656.481934
	Iteration 49Q: 3 clusters Score -1081972 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1081971.750000 Penalty: 4656.481934
	Iteration 50Q: 3 clusters Score -1081972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -1081977.375000 Penalty: 4656.481934
	Iteration 51Q: 3 clusters Score -1081977 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1081981.375000 Penalty: 4656.481934
	Iteration 52Q: 3 clusters Score -1081981 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1081984.625000 Penalty: 4656.481934
	Iteration 53Q: 3 clusters Score -1081985 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1081988.875000 Penalty: 4656.481934
	Iteration 54Q: 3 clusters Score -1081989 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1081993.875000 Penalty: 4656.481934
	Iteration 55Q: 3 clusters Score -1081994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7589 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -1081992.125000 Penalty: 4656.481934
	Iteration 56Q: 3 clusters Score -1081992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1081997.500000 Penalty: 4656.481934
	Iteration 57Q: 3 clusters Score -1081998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1082001.750000 Penalty: 4656.481934
	Iteration 58Q: 3 clusters Score -1082002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1081999.625000 Penalty: 4656.481934
	Iteration 59Q: 3 clusters Score -1082000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7643 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1082003.500000 Penalty: 4656.481934
	Iteration 60F: 3 clusters Score -1082004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1082005.750000 Penalty: 4656.481934
	Iteration 61Q: 3 clusters Score -1082006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -1082005.375000 Penalty: 4656.481934
	Iteration 62Q: 3 clusters Score -1082005 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1082007.000000 Penalty: 4656.481934
	Iteration 63Q: 3 clusters Score -1082007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1082008.750000 Penalty: 4656.481934
	Iteration 64Q: 3 clusters Score -1082009 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1082011.500000 Penalty: 4656.481934
	Iteration 65Q: 3 clusters Score -1082012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -1082010.375000 Penalty: 4656.481934
	Iteration 66Q: 3 clusters Score -1082010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1082012.000000 Penalty: 4656.481934
	Iteration 67Q: 3 clusters Score -1082012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1082014.250000 Penalty: 4656.481934
	Iteration 68Q: 3 clusters Score -1082014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1082014.625000 Penalty: 4656.481934
	Iteration 69Q: 3 clusters Score -1082015 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1082017.625000 Penalty: 4656.481934
	Iteration 70Q: 3 clusters Score -1082018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -1082016.875000 Penalty: 4656.481934
	Iteration 71Q: 3 clusters Score -1082017 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1082020.750000 Penalty: 4656.481934
	Iteration 72Q: 3 clusters Score -1082021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1082019.250000 Penalty: 4656.481934
	Iteration 73Q: 3 clusters Score -1082019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1082020.375000 Penalty: 4656.481934
	Iteration 74Q: 3 clusters Score -1082020 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1082021.625000 Penalty: 4656.481934
	Iteration 75Q: 3 clusters Score -1082022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1082021.750000 Penalty: 4656.481934
	Iteration 76Q: 3 clusters Score -1082022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1082022.375000 Penalty: 4656.481934
	Iteration 77Q: 3 clusters Score -1082022 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1082020.125000 Penalty: 4656.481934
	Iteration 78Q: 3 clusters Score -1082020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1082023.000000 Penalty: 4656.481934
	Iteration 79Q: 3 clusters Score -1082023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1082022.625000 Penalty: 4656.481934
	Iteration 80F: 3 clusters Score -1082023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1082024.875000 Penalty: 4656.481934
	Iteration 81Q: 3 clusters Score -1082025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1082025.375000 Penalty: 4656.481934
	Iteration 82Q: 3 clusters Score -1082025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1082024.875000 Penalty: 4656.481934
	Iteration 83Q: 3 clusters Score -1082025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1082025.125000 Penalty: 4656.481934
	Iteration 84Q: 3 clusters Score -1082025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1082028.875000 Penalty: 4656.481934
	Iteration 85Q: 3 clusters Score -1082029 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -1082028.000000 Penalty: 4656.481934
	Iteration 86Q: 3 clusters Score -1082028 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1082028.875000 Penalty: 4656.481934
	Iteration 87Q: 3 clusters Score -1082029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1082029.375000 Penalty: 4656.481934
	Iteration 88Q: 3 clusters Score -1082029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -1082029.375000 Penalty: 4656.481934
	Iteration 89Q: 3 clusters Score -1082029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1082028.375000 Penalty: 4656.481934
	Iteration 90Q: 3 clusters Score -1082028 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1082030.000000 Penalty: 4656.481934
	Iteration 91Q: 3 clusters Score -1082030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -1082029.500000 Penalty: 4656.481934
	Iteration 92Q: 3 clusters Score -1082030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1082031.875000 Penalty: 4656.481934
	Iteration 93Q: 3 clusters Score -1082032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1082031.375000 Penalty: 4656.481934
	Iteration 94Q: 3 clusters Score -1082031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1082031.375000 Penalty: 4656.481934
	Iteration 95Q: 3 clusters Score -1082031 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1082030.375000 Penalty: 4656.481934
	Iteration 96Q: 3 clusters Score -1082030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7838 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1082030.000000 Penalty: 4656.481934
	Iteration 97Q: 3 clusters Score -1082030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1082032.625000 Penalty: 4656.481934
	Iteration 98Q: 3 clusters Score -1082033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -1082032.250000 Penalty: 4656.481934
	Iteration 99Q: 3 clusters Score -1082032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -1082031.750000 Penalty: 4656.481934
	Iteration 100F: 3 clusters Score -1082032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1082031.250000 Penalty: 4656.481934
	Iteration 101Q: 3 clusters Score -1082031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1082031.250000 Penalty: 4656.481934
	Iteration 102F: 3 clusters Score -1082031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Entering Unmasked Estep 
Score: -2150862.750000 Penalty: 2445.346191
	Iteration 0F: 2 clusters Score -2150863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9773 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2137379.000000 Penalty: 4890.692383
	Iteration 0F: 3 clusters Score -2137379 nChanged 8345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2141863.000000 Penalty: 4890.692383
	Iteration 1F: 3 clusters Score -2141863 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -2142340.000000 Penalty: 4890.692383
	Iteration 2F: 3 clusters Score -2142340 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -2142856.750000 Penalty: 4890.692383
	Iteration 3F: 3 clusters Score -2142857 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -2143510.500000 Penalty: 4890.692383
	Iteration 4F: 3 clusters Score -2143510 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -2144279.500000 Penalty: 4890.692383
	Iteration 5F: 3 clusters Score -2144280 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -2145104.500000 Penalty: 4890.692383
	Iteration 6F: 3 clusters Score -2145104 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2145964.750000 Penalty: 4890.692383
	Iteration 7F: 3 clusters Score -2145965 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2146802.250000 Penalty: 4890.692383
	Iteration 8F: 3 clusters Score -2146802 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2147462.500000 Penalty: 4890.692383
	Iteration 9Q: 3 clusters Score -2147462 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -2147922.500000 Penalty: 4890.692383
	Iteration 10Q: 3 clusters Score -2147922 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -2148241.250000 Penalty: 4890.692383
	Iteration 11Q: 3 clusters Score -2148241 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2148433.000000 Penalty: 4890.692383
	Iteration 12Q: 3 clusters Score -2148433 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -2148562.500000 Penalty: 4890.692383
	Iteration 13Q: 3 clusters Score -2148562 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2148664.250000 Penalty: 4890.692383
	Iteration 14Q: 3 clusters Score -2148664 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2148730.500000 Penalty: 4890.692383
	Iteration 15Q: 3 clusters Score -2148730 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2148775.000000 Penalty: 4890.692383
	Iteration 16Q: 3 clusters Score -2148775 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2148801.250000 Penalty: 4890.692383
	Iteration 17Q: 3 clusters Score -2148801 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -2148837.000000 Penalty: 4890.692383
	Iteration 18Q: 3 clusters Score -2148837 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2148875.250000 Penalty: 4890.692383
	Iteration 19Q: 3 clusters Score -2148875 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2148902.000000 Penalty: 4890.692383
	Iteration 20F: 3 clusters Score -2148902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -2148918.500000 Penalty: 4890.692383
	Iteration 21Q: 3 clusters Score -2148918 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -2148937.250000 Penalty: 4890.692383
	Iteration 22Q: 3 clusters Score -2148937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -2148950.250000 Penalty: 4890.692383
	Iteration 23Q: 3 clusters Score -2148950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2148970.000000 Penalty: 4890.692383
	Iteration 24Q: 3 clusters Score -2148970 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2148985.750000 Penalty: 4890.692383
	Iteration 25Q: 3 clusters Score -2148986 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2148987.000000 Penalty: 4890.692383
	Iteration 26Q: 3 clusters Score -2148987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2149000.500000 Penalty: 4890.692383
	Iteration 27Q: 3 clusters Score -2149000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2149005.000000 Penalty: 4890.692383
	Iteration 28Q: 3 clusters Score -2149005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2149008.000000 Penalty: 4890.692383
	Iteration 29Q: 3 clusters Score -2149008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -2149012.500000 Penalty: 4890.692383
	Iteration 30Q: 3 clusters Score -2149012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2149016.000000 Penalty: 4890.692383
	Iteration 31Q: 3 clusters Score -2149016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2149016.500000 Penalty: 4890.692383
	Iteration 32Q: 3 clusters Score -2149016 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2149016.500000 Penalty: 4890.692383
	Iteration 33F: 3 clusters Score -2149016 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (136646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136646 members 
Entering Unmasked Estep 
Score: -16122414.000000 Penalty: 2932.636963
	Iteration 0F: 2 clusters Score -1.612241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 68098 members 
Entering Unmasked Estep 
Score: -16031119.000000 Penalty: 5865.273926
	Iteration 0F: 3 clusters Score -1.603112e+07 nChanged 65070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71390 members 
Mstep: Class 2 contains 65256 members 
Entering Unmasked Estep 
Score: -16068987.000000 Penalty: 5865.273926
	Iteration 1F: 3 clusters Score -1.606899e+07 nChanged 4095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72989 members 
Mstep: Class 2 contains 63657 members 
Entering Unmasked Estep 
Score: -16070048.000000 Penalty: 5865.273926
	Iteration 2Q: 3 clusters Score -1.607005e+07 nChanged 4301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75348 members 
Mstep: Class 2 contains 61298 members 
Entering Unmasked Estep 
Score: -16071300.000000 Penalty: 5865.273926
	Iteration 3Q: 3 clusters Score -1.60713e+07 nChanged 4869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78849 members 
Mstep: Class 2 contains 57797 members 
Entering Unmasked Estep 
Score: -16073153.000000 Penalty: 5865.273926
	Iteration 4Q: 3 clusters Score -1.607315e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83897 members 
Mstep: Class 2 contains 52749 members 
Entering Unmasked Estep 
Score: -16076287.000000 Penalty: 5865.273926
	Iteration 5Q: 3 clusters Score -1.607629e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90757 members 
Mstep: Class 2 contains 45889 members 
Entering Unmasked Estep 
Score: -16081065.000000 Penalty: 5865.273926
	Iteration 6F: 3 clusters Score -1.608106e+07 nChanged 9036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99445 members 
Mstep: Class 2 contains 37201 members 
Entering Unmasked Estep 
Score: -16088124.000000 Penalty: 5865.273926
	Iteration 7F: 3 clusters Score -1.608812e+07 nChanged 9989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109212 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -16096635.000000 Penalty: 5865.273926
	Iteration 8F: 3 clusters Score -1.609664e+07 nChanged 8986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118074 members 
Mstep: Class 2 contains 18572 members 
Entering Unmasked Estep 
Score: -16104652.000000 Penalty: 5865.273926
	Iteration 9F: 3 clusters Score -1.610465e+07 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124784 members 
Mstep: Class 2 contains 11862 members 
Entering Unmasked Estep 
Score: -16110838.000000 Penalty: 5865.273926
	Iteration 10Q: 3 clusters Score -1.611084e+07 nChanged 4540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129284 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -16114804.000000 Penalty: 5865.273926
	Iteration 11Q: 3 clusters Score -1.61148e+07 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132038 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -16116984.000000 Penalty: 5865.273926
	Iteration 12Q: 3 clusters Score -1.611698e+07 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133583 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -16118208.000000 Penalty: 5865.273926
	Iteration 13Q: 3 clusters Score -1.611821e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134410 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -16118942.000000 Penalty: 5865.273926
	Iteration 14Q: 3 clusters Score -1.611894e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134892 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -16119313.000000 Penalty: 5865.273926
	Iteration 15Q: 3 clusters Score -1.611931e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135175 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -16119501.000000 Penalty: 5865.273926
	Iteration 16Q: 3 clusters Score -1.61195e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135356 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -16119655.000000 Penalty: 5865.273926
	Iteration 17Q: 3 clusters Score -1.611966e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135473 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -16119719.000000 Penalty: 5865.273926
	Iteration 18Q: 3 clusters Score -1.611972e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135555 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -16119781.000000 Penalty: 5865.273926
	Iteration 19Q: 3 clusters Score -1.611978e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135607 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -16119795.000000 Penalty: 5865.273926
	Iteration 20F: 3 clusters Score -1.61198e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135660 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -16119849.000000 Penalty: 5865.273926
	Iteration 21Q: 3 clusters Score -1.611985e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135697 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -16119876.000000 Penalty: 5865.273926
	Iteration 22Q: 3 clusters Score -1.611988e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135729 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -16119895.000000 Penalty: 5865.273926
	Iteration 23Q: 3 clusters Score -1.61199e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135755 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -16119919.000000 Penalty: 5865.273926
	Iteration 24Q: 3 clusters Score -1.611992e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135772 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -16119928.000000 Penalty: 5865.273926
	Iteration 25Q: 3 clusters Score -1.611993e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135786 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -16119921.000000 Penalty: 5865.273926
	Iteration 26Q: 3 clusters Score -1.611992e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135802 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -16119949.000000 Penalty: 5865.273926
	Iteration 27Q: 3 clusters Score -1.611995e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135811 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -16119958.000000 Penalty: 5865.273926
	Iteration 28Q: 3 clusters Score -1.611996e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135820 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -16119966.000000 Penalty: 5865.273926
	Iteration 29Q: 3 clusters Score -1.611997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135829 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -16119967.000000 Penalty: 5865.273926
	Iteration 30Q: 3 clusters Score -1.611997e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135834 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -16119979.000000 Penalty: 5865.273926
	Iteration 31Q: 3 clusters Score -1.611998e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135840 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -16119973.000000 Penalty: 5865.273926
	Iteration 32Q: 3 clusters Score -1.611997e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135849 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -16119976.000000 Penalty: 5865.273926
	Iteration 33Q: 3 clusters Score -1.611998e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135854 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -16119982.000000 Penalty: 5865.273926
	Iteration 34Q: 3 clusters Score -1.611998e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135863 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -16119986.000000 Penalty: 5865.273926
	Iteration 35Q: 3 clusters Score -1.611999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135868 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -16119993.000000 Penalty: 5865.273926
	Iteration 36Q: 3 clusters Score -1.611999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135877 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -16120005.000000 Penalty: 5865.273926
	Iteration 37Q: 3 clusters Score -1.612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135880 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -16119997.000000 Penalty: 5865.273926
	Iteration 38Q: 3 clusters Score -1.612e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135887 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -16119993.000000 Penalty: 5865.273926
	Iteration 39Q: 3 clusters Score -1.611999e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135890 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16120000.000000 Penalty: 5865.273926
	Iteration 40F: 3 clusters Score -1.612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135889 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -16120008.000000 Penalty: 5865.273926
	Iteration 41Q: 3 clusters Score -1.612001e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135890 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -16120004.000000 Penalty: 5865.273926
	Iteration 42Q: 3 clusters Score -1.612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135891 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -16120006.000000 Penalty: 5865.273926
	Iteration 43Q: 3 clusters Score -1.612001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135892 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -16119998.000000 Penalty: 5865.273926
	Iteration 44Q: 3 clusters Score -1.612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135893 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -16120003.000000 Penalty: 5865.273926
	Iteration 45Q: 3 clusters Score -1.612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135894 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -16120001.000000 Penalty: 5865.273926
	Iteration 46Q: 3 clusters Score -1.612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135895 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -16120008.000000 Penalty: 5865.273926
	Iteration 47Q: 3 clusters Score -1.612001e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135896 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -16119998.000000 Penalty: 5865.273926
	Iteration 48Q: 3 clusters Score -1.612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135899 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -16120016.000000 Penalty: 5865.273926
	Iteration 49Q: 3 clusters Score -1.612002e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135905 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -16120022.000000 Penalty: 5865.273926
	Iteration 50Q: 3 clusters Score -1.612002e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135908 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -16120021.000000 Penalty: 5865.273926
	Iteration 51Q: 3 clusters Score -1.612002e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135910 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -16120022.000000 Penalty: 5865.273926
	Iteration 52Q: 3 clusters Score -1.612002e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135911 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -16120018.000000 Penalty: 5865.273926
	Iteration 53Q: 3 clusters Score -1.612002e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135911 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -16120018.000000 Penalty: 5865.273926
	Iteration 54F: 3 clusters Score -1.612002e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -260763.531250 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -260763.5 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 1129 members 
Entering Unmasked Estep 
Score: -257990.906250 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -257990.9 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -258514.140625 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -258514.1 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -258616.125000 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -258616.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -258667.812500 Penalty: 3824.928223
	Iteration 3Q: 3 clusters Score -258667.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -258705.234375 Penalty: 3824.928223
	Iteration 4Q: 3 clusters Score -258705.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -258735.500000 Penalty: 3824.928223
	Iteration 5Q: 3 clusters Score -258735.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -258755.250000 Penalty: 3824.928223
	Iteration 6Q: 3 clusters Score -258755.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -258767.062500 Penalty: 3824.928223
	Iteration 7Q: 3 clusters Score -258767.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -258772.312500 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -258772.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -258775.250000 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -258775.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -258779.343750 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -258779.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -258783.531250 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -258783.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -258788.390625 Penalty: 3824.928223
	Iteration 12Q: 3 clusters Score -258788.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -258791.453125 Penalty: 3824.928223
	Iteration 13Q: 3 clusters Score -258791.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -258793.515625 Penalty: 3824.928223
	Iteration 14Q: 3 clusters Score -258793.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -258795.296875 Penalty: 3824.928223
	Iteration 15Q: 3 clusters Score -258795.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -258796.531250 Penalty: 3824.928223
	Iteration 16Q: 3 clusters Score -258796.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -258796.531250 Penalty: 3824.928223
	Iteration 17F: 3 clusters Score -258796.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Entering Unmasked Estep 
Score: -48114.218750 Penalty: 1526.930786
	Iteration 0F: 2 clusters Score -48114.22 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 219 members 
Entering Unmasked Estep 
Score: -46617.394531 Penalty: 3053.861572
	Iteration 0F: 3 clusters Score -46617.39 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -46792.933594 Penalty: 3053.861572
	Iteration 1F: 3 clusters Score -46792.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46821.933594 Penalty: 3053.861572
	Iteration 2Q: 3 clusters Score -46821.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -46838.296875 Penalty: 3053.861572
	Iteration 3Q: 3 clusters Score -46838.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46849.582031 Penalty: 3053.861572
	Iteration 4Q: 3 clusters Score -46849.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -46855.417969 Penalty: 3053.861572
	Iteration 5Q: 3 clusters Score -46855.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46856.953125 Penalty: 3053.861572
	Iteration 6Q: 3 clusters Score -46856.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -46856.953125 Penalty: 3053.861572
	Iteration 7F: 3 clusters Score -46856.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Entering Unmasked Estep 
Score: -2326015.500000 Penalty: 2489.276611
	Iteration 0F: 2 clusters Score -2326016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -2310150.000000 Penalty: 4978.553223
	Iteration 0F: 3 clusters Score -2310150 nChanged 10149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2316071.500000 Penalty: 4978.553223
	Iteration 1F: 3 clusters Score -2316072 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2316857.000000 Penalty: 4978.553223
	Iteration 2F: 3 clusters Score -2316857 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 12754 members 
Entering Unmasked Estep 
Score: -2317636.000000 Penalty: 4978.553223
	Iteration 3F: 3 clusters Score -2317636 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -2318479.250000 Penalty: 4978.553223
	Iteration 4F: 3 clusters Score -2318479 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 13631 members 
Entering Unmasked Estep 
Score: -2319261.750000 Penalty: 4978.553223
	Iteration 5F: 3 clusters Score -2319262 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -2319939.500000 Penalty: 4978.553223
	Iteration 6F: 3 clusters Score -2319940 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2320468.500000 Penalty: 4978.553223
	Iteration 7Q: 3 clusters Score -2320468 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -2320847.000000 Penalty: 4978.553223
	Iteration 8Q: 3 clusters Score -2320847 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 15438 members 
Entering Unmasked Estep 
Score: -2321099.750000 Penalty: 4978.553223
	Iteration 9Q: 3 clusters Score -2321100 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -2321312.250000 Penalty: 4978.553223
	Iteration 10Q: 3 clusters Score -2321312 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -2321523.750000 Penalty: 4978.553223
	Iteration 11Q: 3 clusters Score -2321524 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -2321712.250000 Penalty: 4978.553223
	Iteration 12Q: 3 clusters Score -2321712 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 17301 members 
Entering Unmasked Estep 
Score: -2321898.750000 Penalty: 4978.553223
	Iteration 13Q: 3 clusters Score -2321899 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2322082.000000 Penalty: 4978.553223
	Iteration 14Q: 3 clusters Score -2322082 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 18194 members 
Entering Unmasked Estep 
Score: -2322269.000000 Penalty: 4978.553223
	Iteration 15Q: 3 clusters Score -2322269 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 18615 members 
Entering Unmasked Estep 
Score: -2322439.750000 Penalty: 4978.553223
	Iteration 16Q: 3 clusters Score -2322440 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2322578.250000 Penalty: 4978.553223
	Iteration 17Q: 3 clusters Score -2322578 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -2322722.250000 Penalty: 4978.553223
	Iteration 18Q: 3 clusters Score -2322722 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -2322878.750000 Penalty: 4978.553223
	Iteration 19Q: 3 clusters Score -2322879 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -2323027.500000 Penalty: 4978.553223
	Iteration 20F: 3 clusters Score -2323028 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 20324 members 
Entering Unmasked Estep 
Score: -2323172.750000 Penalty: 4978.553223
	Iteration 21Q: 3 clusters Score -2323173 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -2323313.250000 Penalty: 4978.553223
	Iteration 22Q: 3 clusters Score -2323313 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -2323430.750000 Penalty: 4978.553223
	Iteration 23Q: 3 clusters Score -2323431 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -2323503.000000 Penalty: 4978.553223
	Iteration 24Q: 3 clusters Score -2323503 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2323567.250000 Penalty: 4978.553223
	Iteration 25Q: 3 clusters Score -2323567 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 21253 members 
Entering Unmasked Estep 
Score: -2323631.500000 Penalty: 4978.553223
	Iteration 26Q: 3 clusters Score -2323632 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -2323683.750000 Penalty: 4978.553223
	Iteration 27Q: 3 clusters Score -2323684 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2323730.250000 Penalty: 4978.553223
	Iteration 28Q: 3 clusters Score -2323730 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -2323767.750000 Penalty: 4978.553223
	Iteration 29Q: 3 clusters Score -2323768 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2323786.000000 Penalty: 4978.553223
	Iteration 30Q: 3 clusters Score -2323786 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 21604 members 
Entering Unmasked Estep 
Score: -2323810.750000 Penalty: 4978.553223
	Iteration 31Q: 3 clusters Score -2323811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -2323828.000000 Penalty: 4978.553223
	Iteration 32Q: 3 clusters Score -2323828 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -2323845.500000 Penalty: 4978.553223
	Iteration 33Q: 3 clusters Score -2323846 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -2323857.750000 Penalty: 4978.553223
	Iteration 34Q: 3 clusters Score -2323858 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2323870.250000 Penalty: 4978.553223
	Iteration 35Q: 3 clusters Score -2323870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 21762 members 
Entering Unmasked Estep 
Score: -2323887.250000 Penalty: 4978.553223
	Iteration 36Q: 3 clusters Score -2323887 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2323894.250000 Penalty: 4978.553223
	Iteration 37Q: 3 clusters Score -2323894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 21807 members 
Entering Unmasked Estep 
Score: -2323907.750000 Penalty: 4978.553223
	Iteration 38Q: 3 clusters Score -2323908 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2323910.750000 Penalty: 4978.553223
	Iteration 39Q: 3 clusters Score -2323911 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2323919.500000 Penalty: 4978.553223
	Iteration 40F: 3 clusters Score -2323920 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 21850 members 
Entering Unmasked Estep 
Score: -2323927.250000 Penalty: 4978.553223
	Iteration 41Q: 3 clusters Score -2323927 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -2323936.000000 Penalty: 4978.553223
	Iteration 42Q: 3 clusters Score -2323936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -2323939.500000 Penalty: 4978.553223
	Iteration 43Q: 3 clusters Score -2323940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -2323944.500000 Penalty: 4978.553223
	Iteration 44Q: 3 clusters Score -2323944 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -2323947.000000 Penalty: 4978.553223
	Iteration 45Q: 3 clusters Score -2323947 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2323950.500000 Penalty: 4978.553223
	Iteration 46Q: 3 clusters Score -2323950 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21905 members 
Entering Unmasked Estep 
Score: -2323959.250000 Penalty: 4978.553223
	Iteration 47Q: 3 clusters Score -2323959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -2323961.000000 Penalty: 4978.553223
	Iteration 48Q: 3 clusters Score -2323961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 21920 members 
Entering Unmasked Estep 
Score: -2323963.750000 Penalty: 4978.553223
	Iteration 49Q: 3 clusters Score -2323964 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2323965.750000 Penalty: 4978.553223
	Iteration 50Q: 3 clusters Score -2323966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2323968.750000 Penalty: 4978.553223
	Iteration 51Q: 3 clusters Score -2323969 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -2323967.750000 Penalty: 4978.553223
	Iteration 52Q: 3 clusters Score -2323968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -2323973.250000 Penalty: 4978.553223
	Iteration 53Q: 3 clusters Score -2323973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2323977.750000 Penalty: 4978.553223
	Iteration 54Q: 3 clusters Score -2323978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 21946 members 
Entering Unmasked Estep 
Score: -2323979.750000 Penalty: 4978.553223
	Iteration 55Q: 3 clusters Score -2323980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -2323979.500000 Penalty: 4978.553223
	Iteration 56Q: 3 clusters Score -2323980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -2323980.250000 Penalty: 4978.553223
	Iteration 57Q: 3 clusters Score -2323980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -2323981.000000 Penalty: 4978.553223
	Iteration 58Q: 3 clusters Score -2323981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -2323983.750000 Penalty: 4978.553223
	Iteration 59Q: 3 clusters Score -2323984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2323986.000000 Penalty: 4978.553223
	Iteration 60F: 3 clusters Score -2323986 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (275599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275599 members 
Entering Unmasked Estep 
Score: -32358494.000000 Penalty: 3106.622070
	Iteration 0F: 2 clusters Score -3.235849e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137758 members 
Mstep: Class 2 contains 137841 members 
Entering Unmasked Estep 
Score: -32177766.000000 Penalty: 6213.244141
	Iteration 0F: 3 clusters Score -3.217777e+07 nChanged 133404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139030 members 
Mstep: Class 2 contains 136569 members 
Entering Unmasked Estep 
Score: -32256218.000000 Penalty: 6213.244141
	Iteration 1F: 3 clusters Score -3.225622e+07 nChanged 7008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139946 members 
Mstep: Class 2 contains 135653 members 
Entering Unmasked Estep 
Score: -32257322.000000 Penalty: 6213.244141
	Iteration 2Q: 3 clusters Score -3.225732e+07 nChanged 7034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141422 members 
Mstep: Class 2 contains 134177 members 
Entering Unmasked Estep 
Score: -32258334.000000 Penalty: 6213.244141
	Iteration 3Q: 3 clusters Score -3.225833e+07 nChanged 7575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143907 members 
Mstep: Class 2 contains 131692 members 
Entering Unmasked Estep 
Score: -32259950.000000 Penalty: 6213.244141
	Iteration 4Q: 3 clusters Score -3.225995e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147699 members 
Mstep: Class 2 contains 127900 members 
Entering Unmasked Estep 
Score: -32262290.000000 Penalty: 6213.244141
	Iteration 5Q: 3 clusters Score -3.226229e+07 nChanged 9976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153341 members 
Mstep: Class 2 contains 122258 members 
Entering Unmasked Estep 
Score: -32265674.000000 Penalty: 6213.244141
	Iteration 6Q: 3 clusters Score -3.226567e+07 nChanged 12286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161431 members 
Mstep: Class 2 contains 114168 members 
Entering Unmasked Estep 
Score: -32270460.000000 Penalty: 6213.244141
	Iteration 7Q: 3 clusters Score -3.227046e+07 nChanged 15323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172744 members 
Mstep: Class 2 contains 102855 members 
Entering Unmasked Estep 
Score: -32278168.000000 Penalty: 6213.244141
	Iteration 8F: 3 clusters Score -3.227817e+07 nChanged 18189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187495 members 
Mstep: Class 2 contains 88104 members 
Entering Unmasked Estep 
Score: -32289914.000000 Penalty: 6213.244141
	Iteration 9F: 3 clusters Score -3.228991e+07 nChanged 20084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204911 members 
Mstep: Class 2 contains 70688 members 
Entering Unmasked Estep 
Score: -32305216.000000 Penalty: 6213.244141
	Iteration 10F: 3 clusters Score -3.230522e+07 nChanged 19574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222749 members 
Mstep: Class 2 contains 52850 members 
Entering Unmasked Estep 
Score: -32321822.000000 Penalty: 6213.244141
	Iteration 11F: 3 clusters Score -3.232182e+07 nChanged 15356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237085 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -32336366.000000 Penalty: 6213.244141
	Iteration 12F: 3 clusters Score -3.233637e+07 nChanged 9881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246014 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -32345418.000000 Penalty: 6213.244141
	Iteration 13Q: 3 clusters Score -3.234542e+07 nChanged 5926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251062 members 
Mstep: Class 2 contains 24537 members 
Entering Unmasked Estep 
Score: -32349726.000000 Penalty: 6213.244141
	Iteration 14Q: 3 clusters Score -3.234973e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254591 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -32351862.000000 Penalty: 6213.244141
	Iteration 15Q: 3 clusters Score -3.235186e+07 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257463 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -32353298.000000 Penalty: 6213.244141
	Iteration 16Q: 3 clusters Score -3.23533e+07 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259839 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -32354220.000000 Penalty: 6213.244141
	Iteration 17Q: 3 clusters Score -3.235422e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261803 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -32354966.000000 Penalty: 6213.244141
	Iteration 18Q: 3 clusters Score -3.235497e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263435 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -32355378.000000 Penalty: 6213.244141
	Iteration 19Q: 3 clusters Score -3.235538e+07 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264740 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -32355704.000000 Penalty: 6213.244141
	Iteration 20F: 3 clusters Score -3.23557e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265867 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -32355940.000000 Penalty: 6213.244141
	Iteration 21Q: 3 clusters Score -3.235594e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266847 members 
Mstep: Class 2 contains 8752 members 
Entering Unmasked Estep 
Score: -32356152.000000 Penalty: 6213.244141
	Iteration 22Q: 3 clusters Score -3.235615e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267665 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -32356328.000000 Penalty: 6213.244141
	Iteration 23Q: 3 clusters Score -3.235633e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268375 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -32356470.000000 Penalty: 6213.244141
	Iteration 24Q: 3 clusters Score -3.235647e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268961 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -32356538.000000 Penalty: 6213.244141
	Iteration 25Q: 3 clusters Score -3.235654e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269504 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -32356650.000000 Penalty: 6213.244141
	Iteration 26Q: 3 clusters Score -3.235665e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269942 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -32356722.000000 Penalty: 6213.244141
	Iteration 27Q: 3 clusters Score -3.235672e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270318 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -32356780.000000 Penalty: 6213.244141
	Iteration 28Q: 3 clusters Score -3.235678e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270652 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -32356878.000000 Penalty: 6213.244141
	Iteration 29Q: 3 clusters Score -3.235688e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270970 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -32356902.000000 Penalty: 6213.244141
	Iteration 30Q: 3 clusters Score -3.23569e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271251 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -32356834.000000 Penalty: 6213.244141
	Iteration 31Q: 3 clusters Score -3.235683e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271495 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -32356844.000000 Penalty: 6213.244141
	Iteration 32Q: 3 clusters Score -3.235684e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271713 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -32356768.000000 Penalty: 6213.244141
	Iteration 33Q: 3 clusters Score -3.235677e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271912 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -32356754.000000 Penalty: 6213.244141
	Iteration 34Q: 3 clusters Score -3.235675e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272074 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -32356738.000000 Penalty: 6213.244141
	Iteration 35Q: 3 clusters Score -3.235674e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272207 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -32356704.000000 Penalty: 6213.244141
	Iteration 36Q: 3 clusters Score -3.23567e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272342 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -32356732.000000 Penalty: 6213.244141
	Iteration 37Q: 3 clusters Score -3.235673e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272461 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -32356732.000000 Penalty: 6213.244141
	Iteration 38Q: 3 clusters Score -3.235673e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272571 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -32356716.000000 Penalty: 6213.244141
	Iteration 39Q: 3 clusters Score -3.235672e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272654 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -32356738.000000 Penalty: 6213.244141
	Iteration 40F: 3 clusters Score -3.235674e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272739 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -32356706.000000 Penalty: 6213.244141
	Iteration 41Q: 3 clusters Score -3.235671e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272815 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -32356696.000000 Penalty: 6213.244141
	Iteration 42Q: 3 clusters Score -3.23567e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272882 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -32356686.000000 Penalty: 6213.244141
	Iteration 43Q: 3 clusters Score -3.235669e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272933 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -32356662.000000 Penalty: 6213.244141
	Iteration 44Q: 3 clusters Score -3.235666e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272986 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -32356720.000000 Penalty: 6213.244141
	Iteration 45Q: 3 clusters Score -3.235672e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273024 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -32356732.000000 Penalty: 6213.244141
	Iteration 46Q: 3 clusters Score -3.235673e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273055 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -32356738.000000 Penalty: 6213.244141
	Iteration 47Q: 3 clusters Score -3.235674e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273078 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -32356706.000000 Penalty: 6213.244141
	Iteration 48Q: 3 clusters Score -3.235671e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273098 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -32356738.000000 Penalty: 6213.244141
	Iteration 49Q: 3 clusters Score -3.235674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273125 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -32356732.000000 Penalty: 6213.244141
	Iteration 50Q: 3 clusters Score -3.235673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273149 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -32356750.000000 Penalty: 6213.244141
	Iteration 51Q: 3 clusters Score -3.235675e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273166 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -32356752.000000 Penalty: 6213.244141
	Iteration 52Q: 3 clusters Score -3.235675e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273182 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -32356770.000000 Penalty: 6213.244141
	Iteration 53Q: 3 clusters Score -3.235677e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273197 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -32356784.000000 Penalty: 6213.244141
	Iteration 54Q: 3 clusters Score -3.235678e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273209 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -32356784.000000 Penalty: 6213.244141
	Iteration 55Q: 3 clusters Score -3.235678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273220 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -32356786.000000 Penalty: 6213.244141
	Iteration 56Q: 3 clusters Score -3.235679e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273238 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -32356726.000000 Penalty: 6213.244141
	Iteration 57Q: 3 clusters Score -3.235673e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273255 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -32356706.000000 Penalty: 6213.244141
	Iteration 58Q: 3 clusters Score -3.235671e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273265 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -32356702.000000 Penalty: 6213.244141
	Iteration 59Q: 3 clusters Score -3.23567e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273274 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -32356712.000000 Penalty: 6213.244141
	Iteration 60F: 3 clusters Score -3.235671e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273289 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -32356716.000000 Penalty: 6213.244141
	Iteration 61Q: 3 clusters Score -3.235672e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273302 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -32356740.000000 Penalty: 6213.244141
	Iteration 62Q: 3 clusters Score -3.235674e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273313 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -32356746.000000 Penalty: 6213.244141
	Iteration 63Q: 3 clusters Score -3.235675e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273323 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -32356762.000000 Penalty: 6213.244141
	Iteration 64Q: 3 clusters Score -3.235676e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273326 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -32356762.000000 Penalty: 6213.244141
	Iteration 65Q: 3 clusters Score -3.235676e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273330 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -32356774.000000 Penalty: 6213.244141
	Iteration 66Q: 3 clusters Score -3.235677e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273331 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -32356772.000000 Penalty: 6213.244141
	Iteration 67Q: 3 clusters Score -3.235677e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273331 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -32356772.000000 Penalty: 6213.244141
	Iteration 68F: 3 clusters Score -3.235677e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Entering Unmasked Estep 
Score: -146206.031250 Penalty: 1864.883667
	Iteration 0F: 2 clusters Score -146206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -143688.468750 Penalty: 3729.767334
	Iteration 0F: 3 clusters Score -143688.5 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -144152.078125 Penalty: 3729.767334
	Iteration 1F: 3 clusters Score -144152.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -144283.687500 Penalty: 3729.767334
	Iteration 2F: 3 clusters Score -144283.7 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -144352.703125 Penalty: 3729.767334
	Iteration 3Q: 3 clusters Score -144352.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -144406.531250 Penalty: 3729.767334
	Iteration 4Q: 3 clusters Score -144406.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -144445.656250 Penalty: 3729.767334
	Iteration 5Q: 3 clusters Score -144445.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144480.843750 Penalty: 3729.767334
	Iteration 6Q: 3 clusters Score -144480.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -144505.000000 Penalty: 3729.767334
	Iteration 7Q: 3 clusters Score -144505 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144518.203125 Penalty: 3729.767334
	Iteration 8Q: 3 clusters Score -144518.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -144530.656250 Penalty: 3729.767334
	Iteration 9Q: 3 clusters Score -144530.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144541.687500 Penalty: 3729.767334
	Iteration 10Q: 3 clusters Score -144541.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144556.625000 Penalty: 3729.767334
	Iteration 11Q: 3 clusters Score -144556.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144573.562500 Penalty: 3729.767334
	Iteration 12Q: 3 clusters Score -144573.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -144590.796875 Penalty: 3729.767334
	Iteration 13Q: 3 clusters Score -144590.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144609.046875 Penalty: 3729.767334
	Iteration 14Q: 3 clusters Score -144609 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -144626.765625 Penalty: 3729.767334
	Iteration 15Q: 3 clusters Score -144626.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -144643.718750 Penalty: 3729.767334
	Iteration 16Q: 3 clusters Score -144643.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -144658.640625 Penalty: 3729.767334
	Iteration 17Q: 3 clusters Score -144658.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -144666.093750 Penalty: 3729.767334
	Iteration 18Q: 3 clusters Score -144666.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144671.421875 Penalty: 3729.767334
	Iteration 19Q: 3 clusters Score -144671.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -144675.750000 Penalty: 3729.767334
	Iteration 20F: 3 clusters Score -144675.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -144684.468750 Penalty: 3729.767334
	Iteration 21Q: 3 clusters Score -144684.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144689.250000 Penalty: 3729.767334
	Iteration 22Q: 3 clusters Score -144689.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -144690.875000 Penalty: 3729.767334
	Iteration 23Q: 3 clusters Score -144690.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -144692.203125 Penalty: 3729.767334
	Iteration 24Q: 3 clusters Score -144692.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -144693.468750 Penalty: 3729.767334
	Iteration 25Q: 3 clusters Score -144693.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144693.750000 Penalty: 3729.767334
	Iteration 26Q: 3 clusters Score -144693.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144694.125000 Penalty: 3729.767334
	Iteration 27Q: 3 clusters Score -144694.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -144694.968750 Penalty: 3729.767334
	Iteration 28Q: 3 clusters Score -144695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144696.234375 Penalty: 3729.767334
	Iteration 29Q: 3 clusters Score -144696.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -144697.281250 Penalty: 3729.767334
	Iteration 30Q: 3 clusters Score -144697.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144697.765625 Penalty: 3729.767334
	Iteration 31Q: 3 clusters Score -144697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -144699.109375 Penalty: 3729.767334
	Iteration 32Q: 3 clusters Score -144699.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144699.703125 Penalty: 3729.767334
	Iteration 33Q: 3 clusters Score -144699.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -144699.703125 Penalty: 3729.767334
	Iteration 34F: 3 clusters Score -144699.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Entering Unmasked Estep 
Score: -2353931.500000 Penalty: 2451.471680
	Iteration 0F: 2 clusters Score -2353932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 9893 members 
Entering Unmasked Estep 
Score: -2339952.250000 Penalty: 4902.943359
	Iteration 0F: 3 clusters Score -2339952 nChanged 8681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -2344670.000000 Penalty: 4902.943359
	Iteration 1F: 3 clusters Score -2344670 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2345068.250000 Penalty: 4902.943359
	Iteration 2F: 3 clusters Score -2345068 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9113 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2345424.250000 Penalty: 4902.943359
	Iteration 3Q: 3 clusters Score -2345424 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 10772 members 
Entering Unmasked Estep 
Score: -2345789.750000 Penalty: 4902.943359
	Iteration 4Q: 3 clusters Score -2345790 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2346139.750000 Penalty: 4902.943359
	Iteration 5Q: 3 clusters Score -2346140 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2346508.750000 Penalty: 4902.943359
	Iteration 6Q: 3 clusters Score -2346509 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -2346963.750000 Penalty: 4902.943359
	Iteration 7Q: 3 clusters Score -2346964 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 12235 members 
Entering Unmasked Estep 
Score: -2347455.750000 Penalty: 4902.943359
	Iteration 8Q: 3 clusters Score -2347456 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2347971.000000 Penalty: 4902.943359
	Iteration 9Q: 3 clusters Score -2347971 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -2348443.250000 Penalty: 4902.943359
	Iteration 10Q: 3 clusters Score -2348443 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2348967.000000 Penalty: 4902.943359
	Iteration 11Q: 3 clusters Score -2348967 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 14200 members 
Entering Unmasked Estep 
Score: -2349374.500000 Penalty: 4902.943359
	Iteration 12Q: 3 clusters Score -2349374 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -2349694.500000 Penalty: 4902.943359
	Iteration 13Q: 3 clusters Score -2349694 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -2349920.000000 Penalty: 4902.943359
	Iteration 14Q: 3 clusters Score -2349920 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -2350091.500000 Penalty: 4902.943359
	Iteration 15Q: 3 clusters Score -2350092 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2350224.000000 Penalty: 4902.943359
	Iteration 16Q: 3 clusters Score -2350224 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -2350331.500000 Penalty: 4902.943359
	Iteration 17Q: 3 clusters Score -2350332 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -2350431.000000 Penalty: 4902.943359
	Iteration 18Q: 3 clusters Score -2350431 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2350523.750000 Penalty: 4902.943359
	Iteration 19Q: 3 clusters Score -2350524 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2350594.250000 Penalty: 4902.943359
	Iteration 20F: 3 clusters Score -2350594 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -2350654.500000 Penalty: 4902.943359
	Iteration 21Q: 3 clusters Score -2350654 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2350721.500000 Penalty: 4902.943359
	Iteration 22Q: 3 clusters Score -2350722 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -2350774.500000 Penalty: 4902.943359
	Iteration 23Q: 3 clusters Score -2350774 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2350840.500000 Penalty: 4902.943359
	Iteration 24Q: 3 clusters Score -2350840 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2350913.000000 Penalty: 4902.943359
	Iteration 25Q: 3 clusters Score -2350913 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -2350987.500000 Penalty: 4902.943359
	Iteration 26Q: 3 clusters Score -2350988 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -2351078.250000 Penalty: 4902.943359
	Iteration 27Q: 3 clusters Score -2351078 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2351156.250000 Penalty: 4902.943359
	Iteration 28Q: 3 clusters Score -2351156 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 17908 members 
Entering Unmasked Estep 
Score: -2351230.500000 Penalty: 4902.943359
	Iteration 29Q: 3 clusters Score -2351230 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 18041 members 
Entering Unmasked Estep 
Score: -2351284.500000 Penalty: 4902.943359
	Iteration 30Q: 3 clusters Score -2351284 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2351323.750000 Penalty: 4902.943359
	Iteration 31Q: 3 clusters Score -2351324 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 18252 members 
Entering Unmasked Estep 
Score: -2351382.000000 Penalty: 4902.943359
	Iteration 32Q: 3 clusters Score -2351382 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 18363 members 
Entering Unmasked Estep 
Score: -2351434.750000 Penalty: 4902.943359
	Iteration 33Q: 3 clusters Score -2351435 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -2351495.000000 Penalty: 4902.943359
	Iteration 34Q: 3 clusters Score -2351495 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 18542 members 
Entering Unmasked Estep 
Score: -2351527.000000 Penalty: 4902.943359
	Iteration 35Q: 3 clusters Score -2351527 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2351556.750000 Penalty: 4902.943359
	Iteration 36Q: 3 clusters Score -2351557 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2351595.000000 Penalty: 4902.943359
	Iteration 37Q: 3 clusters Score -2351595 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -2351639.000000 Penalty: 4902.943359
	Iteration 38Q: 3 clusters Score -2351639 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -2351669.250000 Penalty: 4902.943359
	Iteration 39Q: 3 clusters Score -2351669 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2351696.000000 Penalty: 4902.943359
	Iteration 40F: 3 clusters Score -2351696 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18870 members 
Entering Unmasked Estep 
Score: -2351715.000000 Penalty: 4902.943359
	Iteration 41Q: 3 clusters Score -2351715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 18890 members 
Entering Unmasked Estep 
Score: -2351731.500000 Penalty: 4902.943359
	Iteration 42Q: 3 clusters Score -2351732 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 18907 members 
Entering Unmasked Estep 
Score: -2351743.250000 Penalty: 4902.943359
	Iteration 43Q: 3 clusters Score -2351743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2351756.500000 Penalty: 4902.943359
	Iteration 44Q: 3 clusters Score -2351756 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -2351769.000000 Penalty: 4902.943359
	Iteration 45Q: 3 clusters Score -2351769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 18953 members 
Entering Unmasked Estep 
Score: -2351773.500000 Penalty: 4902.943359
	Iteration 46Q: 3 clusters Score -2351774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -2351781.500000 Penalty: 4902.943359
	Iteration 47Q: 3 clusters Score -2351782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -2351789.750000 Penalty: 4902.943359
	Iteration 48Q: 3 clusters Score -2351790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -2351790.250000 Penalty: 4902.943359
	Iteration 49Q: 3 clusters Score -2351790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -2351793.250000 Penalty: 4902.943359
	Iteration 50Q: 3 clusters Score -2351793 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 18995 members 
Entering Unmasked Estep 
Score: -2351795.000000 Penalty: 4902.943359
	Iteration 51Q: 3 clusters Score -2351795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2351798.750000 Penalty: 4902.943359
	Iteration 52Q: 3 clusters Score -2351799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2351799.500000 Penalty: 4902.943359
	Iteration 53Q: 3 clusters Score -2351800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -2351799.000000 Penalty: 4902.943359
	Iteration 54Q: 3 clusters Score -2351799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2351805.750000 Penalty: 4902.943359
	Iteration 55Q: 3 clusters Score -2351806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2351805.750000 Penalty: 4902.943359
	Iteration 56F: 3 clusters Score -2351806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2024 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Entering Unmasked Estep 
Score: -166502.984375 Penalty: 1887.982178
	Iteration 0F: 2 clusters Score -166503 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 1022 members 
Entering Unmasked Estep 
Score: -163898.968750 Penalty: 3775.964355
	Iteration 0F: 3 clusters Score -163899 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -164490.984375 Penalty: 3775.964355
	Iteration 1F: 3 clusters Score -164491 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -164658.984375 Penalty: 3775.964355
	Iteration 2F: 3 clusters Score -164659 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -164748.265625 Penalty: 3775.964355
	Iteration 3Q: 3 clusters Score -164748.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -164818.703125 Penalty: 3775.964355
	Iteration 4Q: 3 clusters Score -164818.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -164869.640625 Penalty: 3775.964355
	Iteration 5Q: 3 clusters Score -164869.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -164907.375000 Penalty: 3775.964355
	Iteration 6Q: 3 clusters Score -164907.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -164933.046875 Penalty: 3775.964355
	Iteration 7Q: 3 clusters Score -164933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -164951.062500 Penalty: 3775.964355
	Iteration 8Q: 3 clusters Score -164951.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -164972.187500 Penalty: 3775.964355
	Iteration 9Q: 3 clusters Score -164972.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -164990.875000 Penalty: 3775.964355
	Iteration 10Q: 3 clusters Score -164990.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -165007.000000 Penalty: 3775.964355
	Iteration 11Q: 3 clusters Score -165007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -165019.453125 Penalty: 3775.964355
	Iteration 12Q: 3 clusters Score -165019.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -165027.218750 Penalty: 3775.964355
	Iteration 13Q: 3 clusters Score -165027.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -165035.968750 Penalty: 3775.964355
	Iteration 14Q: 3 clusters Score -165036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -165042.015625 Penalty: 3775.964355
	Iteration 15Q: 3 clusters Score -165042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -165049.296875 Penalty: 3775.964355
	Iteration 16Q: 3 clusters Score -165049.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -165055.640625 Penalty: 3775.964355
	Iteration 17Q: 3 clusters Score -165055.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -165063.734375 Penalty: 3775.964355
	Iteration 18Q: 3 clusters Score -165063.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -165068.671875 Penalty: 3775.964355
	Iteration 19Q: 3 clusters Score -165068.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -165071.796875 Penalty: 3775.964355
	Iteration 20F: 3 clusters Score -165071.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -165080.078125 Penalty: 3775.964355
	Iteration 21Q: 3 clusters Score -165080.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -165083.546875 Penalty: 3775.964355
	Iteration 22Q: 3 clusters Score -165083.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -165086.828125 Penalty: 3775.964355
	Iteration 23Q: 3 clusters Score -165086.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -165090.546875 Penalty: 3775.964355
	Iteration 24Q: 3 clusters Score -165090.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -165094.781250 Penalty: 3775.964355
	Iteration 25Q: 3 clusters Score -165094.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -165096.718750 Penalty: 3775.964355
	Iteration 26Q: 3 clusters Score -165096.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -165098.750000 Penalty: 3775.964355
	Iteration 27Q: 3 clusters Score -165098.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -165099.171875 Penalty: 3775.964355
	Iteration 28Q: 3 clusters Score -165099.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -165099.328125 Penalty: 3775.964355
	Iteration 29Q: 3 clusters Score -165099.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -165101.734375 Penalty: 3775.964355
	Iteration 30Q: 3 clusters Score -165101.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -165101.734375 Penalty: 3775.964355
	Iteration 31F: 3 clusters Score -165101.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Entering Unmasked Estep 
Score: -264162.125000 Penalty: 1943.615601
	Iteration 0F: 2 clusters Score -264162.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -261176.640625 Penalty: 3887.231201
	Iteration 0F: 3 clusters Score -261176.6 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -261716.125000 Penalty: 3887.231201
	Iteration 1F: 3 clusters Score -261716.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -261899.984375 Penalty: 3887.231201
	Iteration 2F: 3 clusters Score -261900 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -262006.234375 Penalty: 3887.231201
	Iteration 3F: 3 clusters Score -262006.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -262059.390625 Penalty: 3887.231201
	Iteration 4Q: 3 clusters Score -262059.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -262114.171875 Penalty: 3887.231201
	Iteration 5Q: 3 clusters Score -262114.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -262155.250000 Penalty: 3887.231201
	Iteration 6Q: 3 clusters Score -262155.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -262178.531250 Penalty: 3887.231201
	Iteration 7Q: 3 clusters Score -262178.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -262195.187500 Penalty: 3887.231201
	Iteration 8Q: 3 clusters Score -262195.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -262205.812500 Penalty: 3887.231201
	Iteration 9Q: 3 clusters Score -262205.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -262216.375000 Penalty: 3887.231201
	Iteration 10Q: 3 clusters Score -262216.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -262224.406250 Penalty: 3887.231201
	Iteration 11Q: 3 clusters Score -262224.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -262232.375000 Penalty: 3887.231201
	Iteration 12Q: 3 clusters Score -262232.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -262237.250000 Penalty: 3887.231201
	Iteration 13Q: 3 clusters Score -262237.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -262247.375000 Penalty: 3887.231201
	Iteration 14Q: 3 clusters Score -262247.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -262257.625000 Penalty: 3887.231201
	Iteration 15Q: 3 clusters Score -262257.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -262270.031250 Penalty: 3887.231201
	Iteration 16Q: 3 clusters Score -262270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -262279.750000 Penalty: 3887.231201
	Iteration 17Q: 3 clusters Score -262279.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -262287.125000 Penalty: 3887.231201
	Iteration 18Q: 3 clusters Score -262287.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -262293.468750 Penalty: 3887.231201
	Iteration 19Q: 3 clusters Score -262293.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -262300.250000 Penalty: 3887.231201
	Iteration 20F: 3 clusters Score -262300.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262302.906250 Penalty: 3887.231201
	Iteration 21Q: 3 clusters Score -262302.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262304.343750 Penalty: 3887.231201
	Iteration 22Q: 3 clusters Score -262304.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262305.968750 Penalty: 3887.231201
	Iteration 23Q: 3 clusters Score -262306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262307.343750 Penalty: 3887.231201
	Iteration 24Q: 3 clusters Score -262307.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262309.218750 Penalty: 3887.231201
	Iteration 25Q: 3 clusters Score -262309.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262310.156250 Penalty: 3887.231201
	Iteration 26Q: 3 clusters Score -262310.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262311.500000 Penalty: 3887.231201
	Iteration 27Q: 3 clusters Score -262311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -262313.062500 Penalty: 3887.231201
	Iteration 28Q: 3 clusters Score -262313.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -262314.312500 Penalty: 3887.231201
	Iteration 29Q: 3 clusters Score -262314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -262317.187500 Penalty: 3887.231201
	Iteration 30Q: 3 clusters Score -262317.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -262318.781250 Penalty: 3887.231201
	Iteration 31Q: 3 clusters Score -262318.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -262321.375000 Penalty: 3887.231201
	Iteration 32Q: 3 clusters Score -262321.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -262322.093750 Penalty: 3887.231201
	Iteration 33Q: 3 clusters Score -262322.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262322.312500 Penalty: 3887.231201
	Iteration 34Q: 3 clusters Score -262322.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -262322.312500 Penalty: 3887.231201
	Iteration 35F: 3 clusters Score -262322.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -175755.406250 Penalty: 1837.165161
	Iteration 0F: 2 clusters Score -175755.4 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 833 members 
Entering Unmasked Estep 
Score: -173393.015625 Penalty: 3674.330322
	Iteration 0F: 3 clusters Score -173393 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -173841.281250 Penalty: 3674.330322
	Iteration 1F: 3 clusters Score -173841.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -174021.718750 Penalty: 3674.330322
	Iteration 2F: 3 clusters Score -174021.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -174187.859375 Penalty: 3674.330322
	Iteration 3F: 3 clusters Score -174187.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -174335.390625 Penalty: 3674.330322
	Iteration 4Q: 3 clusters Score -174335.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -174500.906250 Penalty: 3674.330322
	Iteration 5Q: 3 clusters Score -174500.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -174622.828125 Penalty: 3674.330322
	Iteration 6Q: 3 clusters Score -174622.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -174735.140625 Penalty: 3674.330322
	Iteration 7Q: 3 clusters Score -174735.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -174847.390625 Penalty: 3674.330322
	Iteration 8Q: 3 clusters Score -174847.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -174956.609375 Penalty: 3674.330322
	Iteration 9Q: 3 clusters Score -174956.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -175089.656250 Penalty: 3674.330322
	Iteration 10Q: 3 clusters Score -175089.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -175241.781250 Penalty: 3674.330322
	Iteration 11Q: 3 clusters Score -175241.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -175348.375000 Penalty: 3674.330322
	Iteration 12Q: 3 clusters Score -175348.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -175397.500000 Penalty: 3674.330322
	Iteration 13Q: 3 clusters Score -175397.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -175414.640625 Penalty: 3674.330322
	Iteration 14Q: 3 clusters Score -175414.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -175419.484375 Penalty: 3674.330322
	Iteration 15Q: 3 clusters Score -175419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -175419.484375 Penalty: 3674.330322
	Iteration 16F: 3 clusters Score -175419.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11153 members 
Mstep: Class 3 contains 17417 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 270755 members 
Mstep: Class 6 contains 21266 members 
Mstep: Class 7 contains 10388 members 
Mstep: Class 8 contains 3099 members 
Mstep: Class 9 contains 6259 members 
Mstep: Class 10 contains 79754 members 
Mstep: Class 11 contains 14128 members 
Mstep: Class 12 contains 44643 members 
Mstep: Class 13 contains 34681 members 
Mstep: Class 14 contains 30648 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 8742 members 
Mstep: Class 17 contains 11196 members 
Mstep: Class 18 contains 58050 members 
Mstep: Class 19 contains 11945 members 
Mstep: Class 20 contains 19154 members 
Mstep: Class 21 contains 136646 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22866 members 
Mstep: Class 25 contains 275599 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19633 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 1649 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498192.000000 Penalty: 108902.257812
Iteration 279Q: 32 clusters Score -1.614982e+08 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11150 members 
Mstep: Class 3 contains 17391 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 272195 members 
Mstep: Class 6 contains 21265 members 
Mstep: Class 7 contains 10365 members 
Mstep: Class 8 contains 3435 members 
Mstep: Class 9 contains 6253 members 
Mstep: Class 10 contains 80305 members 
Mstep: Class 11 contains 14134 members 
Mstep: Class 12 contains 44611 members 
Mstep: Class 13 contains 34682 members 
Mstep: Class 14 contains 30666 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 11187 members 
Mstep: Class 18 contains 57926 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 19162 members 
Mstep: Class 21 contains 136262 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22866 members 
Mstep: Class 25 contains 275214 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19616 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 293548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161499360.000000 Penalty: 108902.257812
Iteration 280F: 32 clusters Score -1.614994e+08 nChanged 5169
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 17321 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 272547 members 
Mstep: Class 6 contains 21258 members 
Mstep: Class 7 contains 10351 members 
Mstep: Class 8 contains 3613 members 
Mstep: Class 9 contains 6241 members 
Mstep: Class 10 contains 80308 members 
Mstep: Class 11 contains 14133 members 
Mstep: Class 12 contains 44479 members 
Mstep: Class 13 contains 34672 members 
Mstep: Class 14 contains 30621 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 8742 members 
Mstep: Class 17 contains 11181 members 
Mstep: Class 18 contains 57647 members 
Mstep: Class 19 contains 11946 members 
Mstep: Class 20 contains 19163 members 
Mstep: Class 21 contains 135388 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22870 members 
Mstep: Class 25 contains 274531 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19562 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 295204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161499088.000000 Penalty: 108902.257812
Iteration 281Q: 32 clusters Score -1.614991e+08 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 17258 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 273574 members 
Mstep: Class 6 contains 21238 members 
Mstep: Class 7 contains 10331 members 
Mstep: Class 8 contains 3742 members 
Mstep: Class 9 contains 6227 members 
Mstep: Class 10 contains 80305 members 
Mstep: Class 11 contains 14133 members 
Mstep: Class 12 contains 44371 members 
Mstep: Class 13 contains 34660 members 
Mstep: Class 14 contains 30589 members 
Mstep: Class 15 contains 3677 members 
Mstep: Class 16 contains 8741 members 
Mstep: Class 17 contains 11175 members 
Mstep: Class 18 contains 57416 members 
Mstep: Class 19 contains 11947 members 
Mstep: Class 20 contains 19162 members 
Mstep: Class 21 contains 134637 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22871 members 
Mstep: Class 25 contains 273842 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19523 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498928.000000 Penalty: 108902.257812
Iteration 282Q: 32 clusters Score -1.614989e+08 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11148 members 
Mstep: Class 3 contains 17206 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 274868 members 
Mstep: Class 6 contains 21231 members 
Mstep: Class 7 contains 10312 members 
Mstep: Class 8 contains 3847 members 
Mstep: Class 9 contains 6209 members 
Mstep: Class 10 contains 80273 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 44274 members 
Mstep: Class 13 contains 34658 members 
Mstep: Class 14 contains 30576 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 8742 members 
Mstep: Class 17 contains 11181 members 
Mstep: Class 18 contains 57197 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 19167 members 
Mstep: Class 21 contains 133937 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22870 members 
Mstep: Class 25 contains 273181 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19489 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161498688.000000 Penalty: 108902.257812
Iteration 283Q: 32 clusters Score -1.614987e+08 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 17145 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 276445 members 
Mstep: Class 6 contains 21220 members 
Mstep: Class 7 contains 10293 members 
Mstep: Class 8 contains 3937 members 
Mstep: Class 9 contains 6204 members 
Mstep: Class 10 contains 80250 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 44206 members 
Mstep: Class 13 contains 34659 members 
Mstep: Class 14 contains 30572 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 8742 members 
Mstep: Class 17 contains 11179 members 
Mstep: Class 18 contains 56974 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 19176 members 
Mstep: Class 21 contains 133210 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22870 members 
Mstep: Class 25 contains 272510 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19452 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161499296.000000 Penalty: 108902.257812
Iteration 284Q: 32 clusters Score -1.614993e+08 nChanged 3295
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11149 members 
Mstep: Class 3 contains 17110 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 278183 members 
Mstep: Class 6 contains 21220 members 
Mstep: Class 7 contains 10274 members 
Mstep: Class 8 contains 4012 members 
Mstep: Class 9 contains 6199 members 
Mstep: Class 10 contains 80225 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 44144 members 
Mstep: Class 13 contains 34661 members 
Mstep: Class 14 contains 30566 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 11178 members 
Mstep: Class 18 contains 56788 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 19179 members 
Mstep: Class 21 contains 132500 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22871 members 
Mstep: Class 25 contains 271799 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19406 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161499472.000000 Penalty: 108902.257812
Iteration 285Q: 32 clusters Score -1.614995e+08 nChanged 3178
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11147 members 
Mstep: Class 3 contains 17071 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 279866 members 
Mstep: Class 6 contains 21220 members 
Mstep: Class 7 contains 10254 members 
Mstep: Class 8 contains 4074 members 
Mstep: Class 9 contains 6189 members 
Mstep: Class 10 contains 80203 members 
Mstep: Class 11 contains 14134 members 
Mstep: Class 12 contains 44085 members 
Mstep: Class 13 contains 34665 members 
Mstep: Class 14 contains 30560 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 11180 members 
Mstep: Class 18 contains 56615 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 19179 members 
Mstep: Class 21 contains 131867 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22874 members 
Mstep: Class 25 contains 271106 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19369 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161500032.000000 Penalty: 108902.257812
Iteration 286Q: 32 clusters Score -1.615e+08 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11143 members 
Mstep: Class 3 contains 17028 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 281509 members 
Mstep: Class 6 contains 21220 members 
Mstep: Class 7 contains 10231 members 
Mstep: Class 8 contains 4132 members 
Mstep: Class 9 contains 6170 members 
Mstep: Class 10 contains 80186 members 
Mstep: Class 11 contains 14128 members 
Mstep: Class 12 contains 44039 members 
Mstep: Class 13 contains 34657 members 
Mstep: Class 14 contains 30541 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 11177 members 
Mstep: Class 18 contains 56443 members 
Mstep: Class 19 contains 11948 members 
Mstep: Class 20 contains 19180 members 
Mstep: Class 21 contains 131278 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22876 members 
Mstep: Class 25 contains 270435 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19328 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296548 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161500496.000000 Penalty: 108902.257812
Iteration 287Q: 32 clusters Score -1.615005e+08 nChanged 3018
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11139 members 
Mstep: Class 3 contains 16992 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 283217 members 
Mstep: Class 6 contains 21218 members 
Mstep: Class 7 contains 10203 members 
Mstep: Class 8 contains 4174 members 
Mstep: Class 9 contains 6161 members 
Mstep: Class 10 contains 80186 members 
Mstep: Class 11 contains 14126 members 
Mstep: Class 12 contains 43988 members 
Mstep: Class 13 contains 34655 members 
Mstep: Class 14 contains 30531 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 11175 members 
Mstep: Class 18 contains 56263 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 19183 members 
Mstep: Class 21 contains 130662 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22876 members 
Mstep: Class 25 contains 269823 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19283 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161501232.000000 Penalty: 108902.257812
Iteration 288Q: 32 clusters Score -1.615012e+08 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11138 members 
Mstep: Class 3 contains 16949 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 284845 members 
Mstep: Class 6 contains 21213 members 
Mstep: Class 7 contains 10183 members 
Mstep: Class 8 contains 4221 members 
Mstep: Class 9 contains 6152 members 
Mstep: Class 10 contains 80157 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 43945 members 
Mstep: Class 13 contains 34655 members 
Mstep: Class 14 contains 30519 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 11184 members 
Mstep: Class 18 contains 56082 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 19183 members 
Mstep: Class 21 contains 130075 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22875 members 
Mstep: Class 25 contains 269151 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19252 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296334 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161501312.000000 Penalty: 108902.257812
Iteration 289Q: 32 clusters Score -1.615013e+08 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11138 members 
Mstep: Class 3 contains 16922 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 286391 members 
Mstep: Class 6 contains 21207 members 
Mstep: Class 7 contains 10165 members 
Mstep: Class 8 contains 4251 members 
Mstep: Class 9 contains 6149 members 
Mstep: Class 10 contains 80139 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 43909 members 
Mstep: Class 13 contains 34657 members 
Mstep: Class 14 contains 30509 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 11187 members 
Mstep: Class 18 contains 55896 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 19184 members 
Mstep: Class 21 contains 129434 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22875 members 
Mstep: Class 25 contains 268515 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19208 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161501728.000000 Penalty: 108902.257812
Iteration 290Q: 32 clusters Score -1.615017e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 16895 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 287841 members 
Mstep: Class 6 contains 21198 members 
Mstep: Class 7 contains 10149 members 
Mstep: Class 8 contains 4281 members 
Mstep: Class 9 contains 6145 members 
Mstep: Class 10 contains 80110 members 
Mstep: Class 11 contains 14131 members 
Mstep: Class 12 contains 43895 members 
Mstep: Class 13 contains 34655 members 
Mstep: Class 14 contains 30496 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 11178 members 
Mstep: Class 18 contains 55718 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 19186 members 
Mstep: Class 21 contains 128753 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22876 members 
Mstep: Class 25 contains 267918 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19167 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161502080.000000 Penalty: 108902.257812
Iteration 291Q: 32 clusters Score -1.615021e+08 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11139 members 
Mstep: Class 3 contains 16868 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 289295 members 
Mstep: Class 6 contains 21178 members 
Mstep: Class 7 contains 10126 members 
Mstep: Class 8 contains 4298 members 
Mstep: Class 9 contains 6156 members 
Mstep: Class 10 contains 80100 members 
Mstep: Class 11 contains 14131 members 
Mstep: Class 12 contains 43881 members 
Mstep: Class 13 contains 34665 members 
Mstep: Class 14 contains 30493 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 11168 members 
Mstep: Class 18 contains 55515 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 19188 members 
Mstep: Class 21 contains 128110 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22878 members 
Mstep: Class 25 contains 267319 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19120 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161501824.000000 Penalty: 108902.257812
Iteration 292Q: 32 clusters Score -1.615018e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11137 members 
Mstep: Class 3 contains 16846 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 290833 members 
Mstep: Class 6 contains 21169 members 
Mstep: Class 7 contains 10101 members 
Mstep: Class 8 contains 4322 members 
Mstep: Class 9 contains 6155 members 
Mstep: Class 10 contains 80097 members 
Mstep: Class 11 contains 14133 members 
Mstep: Class 12 contains 43854 members 
Mstep: Class 13 contains 34668 members 
Mstep: Class 14 contains 30476 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 11155 members 
Mstep: Class 18 contains 55306 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 19189 members 
Mstep: Class 21 contains 127527 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22880 members 
Mstep: Class 25 contains 266706 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19076 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2531 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161502096.000000 Penalty: 108902.257812
Iteration 293Q: 32 clusters Score -1.615021e+08 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11137 members 
Mstep: Class 3 contains 16807 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 292472 members 
Mstep: Class 6 contains 21173 members 
Mstep: Class 7 contains 10081 members 
Mstep: Class 8 contains 4341 members 
Mstep: Class 9 contains 6169 members 
Mstep: Class 10 contains 80086 members 
Mstep: Class 11 contains 14134 members 
Mstep: Class 12 contains 43813 members 
Mstep: Class 13 contains 34669 members 
Mstep: Class 14 contains 30463 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 11140 members 
Mstep: Class 18 contains 55099 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 19188 members 
Mstep: Class 21 contains 126977 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22880 members 
Mstep: Class 25 contains 266052 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19035 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161501888.000000 Penalty: 108902.257812
Iteration 294Q: 32 clusters Score -1.615019e+08 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11140 members 
Mstep: Class 3 contains 16778 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 293972 members 
Mstep: Class 6 contains 21166 members 
Mstep: Class 7 contains 10059 members 
Mstep: Class 8 contains 4360 members 
Mstep: Class 9 contains 6176 members 
Mstep: Class 10 contains 80087 members 
Mstep: Class 11 contains 14139 members 
Mstep: Class 12 contains 43786 members 
Mstep: Class 13 contains 34666 members 
Mstep: Class 14 contains 30449 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 11132 members 
Mstep: Class 18 contains 54907 members 
Mstep: Class 19 contains 11949 members 
Mstep: Class 20 contains 19192 members 
Mstep: Class 21 contains 126457 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22881 members 
Mstep: Class 25 contains 265382 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19009 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 296510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161502512.000000 Penalty: 108902.257812
Iteration 295Q: 32 clusters Score -1.615025e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11144 members 
Mstep: Class 3 contains 16730 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 296570 members 
Mstep: Class 6 contains 21154 members 
Mstep: Class 7 contains 10045 members 
Mstep: Class 8 contains 4368 members 
Mstep: Class 9 contains 6186 members 
Mstep: Class 10 contains 80105 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 43742 members 
Mstep: Class 13 contains 34665 members 
Mstep: Class 14 contains 30425 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 11133 members 
Mstep: Class 18 contains 54708 members 
Mstep: Class 19 contains 11950 members 
Mstep: Class 20 contains 19192 members 
Mstep: Class 21 contains 125870 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22881 members 
Mstep: Class 25 contains 264616 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 18975 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 295602 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161505552.000000 Penalty: 108902.257812
Iteration 296Q: 32 clusters Score -1.615056e+08 nChanged 7791
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11151 members 
Mstep: Class 3 contains 16648 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 301325 members 
Mstep: Class 6 contains 21135 members 
Mstep: Class 7 contains 10028 members 
Mstep: Class 8 contains 4388 members 
Mstep: Class 9 contains 6181 members 
Mstep: Class 10 contains 80141 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 43668 members 
Mstep: Class 13 contains 34663 members 
Mstep: Class 14 contains 30356 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 11128 members 
Mstep: Class 18 contains 54425 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 19186 members 
Mstep: Class 21 contains 125100 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22882 members 
Mstep: Class 25 contains 263716 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 18920 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2526 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 293072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161508016.000000 Penalty: 108902.257812
Iteration 297Q: 32 clusters Score -1.61508e+08 nChanged 14180
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11160 members 
Mstep: Class 3 contains 16513 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 308578 members 
Mstep: Class 6 contains 21137 members 
Mstep: Class 7 contains 10014 members 
Mstep: Class 8 contains 4451 members 
Mstep: Class 9 contains 6171 members 
Mstep: Class 10 contains 80195 members 
Mstep: Class 11 contains 14131 members 
Mstep: Class 12 contains 43546 members 
Mstep: Class 13 contains 34660 members 
Mstep: Class 14 contains 30233 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 11125 members 
Mstep: Class 18 contains 54006 members 
Mstep: Class 19 contains 11951 members 
Mstep: Class 20 contains 19187 members 
Mstep: Class 21 contains 124231 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22884 members 
Mstep: Class 25 contains 262993 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 18857 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 288173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161507728.000000 Penalty: 108902.257812
Iteration 298Q: 32 clusters Score -1.615077e+08 nChanged 24109
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 11173 members 
Mstep: Class 3 contains 16390 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 319381 members 
Mstep: Class 6 contains 21173 members 
Mstep: Class 7 contains 9996 members 
Mstep: Class 8 contains 4549 members 
Mstep: Class 9 contains 6172 members 
Mstep: Class 10 contains 80316 members 
Mstep: Class 11 contains 14125 members 
Mstep: Class 12 contains 43412 members 
Mstep: Class 13 contains 34657 members 
Mstep: Class 14 contains 30132 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 11122 members 
Mstep: Class 18 contains 53537 members 
Mstep: Class 19 contains 11952 members 
Mstep: Class 20 contains 19183 members 
Mstep: Class 21 contains 123286 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22885 members 
Mstep: Class 25 contains 263073 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 18811 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2527 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 278876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161499280.000000 Penalty: 108902.257812
Iteration 299Q: 32 clusters Score -1.614993e+08 nChanged 36902
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11185 members 
Mstep: Class 3 contains 16359 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 333208 members 
Mstep: Class 6 contains 21194 members 
Mstep: Class 7 contains 9968 members 
Mstep: Class 8 contains 4662 members 
Mstep: Class 9 contains 6239 members 
Mstep: Class 10 contains 80502 members 
Mstep: Class 11 contains 14131 members 
Mstep: Class 12 contains 43341 members 
Mstep: Class 13 contains 34667 members 
Mstep: Class 14 contains 30068 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 8745 members 
Mstep: Class 17 contains 11135 members 
Mstep: Class 18 contains 53207 members 
Mstep: Class 19 contains 11953 members 
Mstep: Class 20 contains 19191 members 
Mstep: Class 21 contains 122766 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 472 members 
Mstep: Class 24 contains 22887 members 
Mstep: Class 25 contains 265477 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 18814 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 263242 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161479984.000000 Penalty: 108902.257812
Iteration 300F: 32 clusters Score -1.6148e+08 nChanged 45692
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 11182 members 
Mstep: Class 3 contains 16494 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 343637 members 
Mstep: Class 6 contains 21253 members 
Mstep: Class 7 contains 9938 members 
Mstep: Class 8 contains 4814 members 
Mstep: Class 9 contains 6371 members 
Mstep: Class 10 contains 80662 members 
Mstep: Class 11 contains 14141 members 
Mstep: Class 12 contains 43424 members 
Mstep: Class 13 contains 34685 members 
Mstep: Class 14 contains 30171 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 8743 members 
Mstep: Class 17 contains 11161 members 
Mstep: Class 18 contains 53298 members 
Mstep: Class 19 contains 11957 members 
Mstep: Class 20 contains 19213 members 
Mstep: Class 21 contains 123115 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 22887 members 
Mstep: Class 25 contains 271948 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 18867 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2541 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 244972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161459040.000000 Penalty: 108902.257812
Iteration 301Q: 32 clusters Score -1.61459e+08 nChanged 45264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11198 members 
Mstep: Class 3 contains 16722 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 345014 members 
Mstep: Class 6 contains 21316 members 
Mstep: Class 7 contains 9904 members 
Mstep: Class 8 contains 4963 members 
Mstep: Class 9 contains 6536 members 
Mstep: Class 10 contains 80718 members 
Mstep: Class 11 contains 14157 members 
Mstep: Class 12 contains 43565 members 
Mstep: Class 13 contains 34685 members 
Mstep: Class 14 contains 30370 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 8744 members 
Mstep: Class 17 contains 11225 members 
Mstep: Class 18 contains 53839 members 
Mstep: Class 19 contains 11961 members 
Mstep: Class 20 contains 19239 members 
Mstep: Class 21 contains 124460 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 473 members 
Mstep: Class 24 contains 22889 members 
Mstep: Class 25 contains 281893 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19023 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2543 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 230510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454928.000000 Penalty: 108902.257812
Iteration 302Q: 32 clusters Score -1.614549e+08 nChanged 38376
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11204 members 
Mstep: Class 3 contains 16934 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 339134 members 
Mstep: Class 6 contains 21357 members 
Mstep: Class 7 contains 9847 members 
Mstep: Class 8 contains 5069 members 
Mstep: Class 9 contains 6654 members 
Mstep: Class 10 contains 80674 members 
Mstep: Class 11 contains 14161 members 
Mstep: Class 12 contains 43692 members 
Mstep: Class 13 contains 34677 members 
Mstep: Class 14 contains 30589 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 8749 members 
Mstep: Class 17 contains 11323 members 
Mstep: Class 18 contains 54454 members 
Mstep: Class 19 contains 11970 members 
Mstep: Class 20 contains 19258 members 
Mstep: Class 21 contains 126079 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 475 members 
Mstep: Class 24 contains 22880 members 
Mstep: Class 25 contains 293102 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19173 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 221950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161464080.000000 Penalty: 108902.257812
Iteration 303Q: 32 clusters Score -1.614641e+08 nChanged 29803
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 11199 members 
Mstep: Class 3 contains 17093 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 331536 members 
Mstep: Class 6 contains 21375 members 
Mstep: Class 7 contains 9792 members 
Mstep: Class 8 contains 5156 members 
Mstep: Class 9 contains 6711 members 
Mstep: Class 10 contains 80497 members 
Mstep: Class 11 contains 14146 members 
Mstep: Class 12 contains 43769 members 
Mstep: Class 13 contains 34665 members 
Mstep: Class 14 contains 30712 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 8747 members 
Mstep: Class 17 contains 11450 members 
Mstep: Class 18 contains 54885 members 
Mstep: Class 19 contains 11979 members 
Mstep: Class 20 contains 19263 members 
Mstep: Class 21 contains 127289 members 
Mstep: Class 22 contains 2247 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 22875 members 
Mstep: Class 25 contains 303201 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19314 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2521 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 217293 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161472352.000000 Penalty: 108902.257812
Iteration 304Q: 32 clusters Score -1.614724e+08 nChanged 25965
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11200 members 
Mstep: Class 3 contains 17178 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 323154 members 
Mstep: Class 6 contains 21381 members 
Mstep: Class 7 contains 9731 members 
Mstep: Class 8 contains 5188 members 
Mstep: Class 9 contains 6826 members 
Mstep: Class 10 contains 80352 members 
Mstep: Class 11 contains 14122 members 
Mstep: Class 12 contains 43853 members 
Mstep: Class 13 contains 34645 members 
Mstep: Class 14 contains 30733 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 8754 members 
Mstep: Class 17 contains 11874 members 
Mstep: Class 18 contains 55184 members 
Mstep: Class 19 contains 11983 members 
Mstep: Class 20 contains 19266 members 
Mstep: Class 21 contains 128091 members 
Mstep: Class 22 contains 2249 members 
Mstep: Class 23 contains 475 members 
Mstep: Class 24 contains 22877 members 
Mstep: Class 25 contains 312197 members 
Mstep: Class 26 contains 1844 members 
Mstep: Class 27 contains 19355 members 
Mstep: Class 28 contains 2024 members 
Mstep: Class 29 contains 2508 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 215014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161475536.000000 Penalty: 108902.257812
Iteration 305Q: 32 clusters Score -1.614755e+08 nChanged 24903
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11210 members 
Mstep: Class 3 contains 17203 members 
Mstep: Class 4 contains 480 members 
Mstep: Class 5 contains 315803 members 
Mstep: Class 6 contains 21395 members 
Mstep: Class 7 contains 9667 members 
Mstep: Class 8 contains 5227 members 
Mstep: Class 9 contains 7029 members 
Mstep: Class 10 contains 80257 members 
Mstep: Class 11 contains 14107 members 
Mstep: Class 12 contains 44009 members 
Mstep: Class 13 contains 34631 members 
Mstep: Class 14 contains 30769 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 8758 members 
Mstep: Class 17 contains 12542 members 
Mstep: Class 18 contains 55290 members 
Mstep: Class 19 contains 11984 members 
Mstep: Class 20 contains 19288 members 
Mstep: Class 21 contains 128760 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 475 members 
Mstep: Class 24 contains 22885 members 
Mstep: Class 25 contains 318486 members 
Mstep: Class 26 contains 1845 members 
Mstep: Class 27 contains 19424 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2502 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 214253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474128.000000 Penalty: 108902.257812
Iteration 306Q: 32 clusters Score -1.614741e+08 nChanged 23686
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11230 members 
Mstep: Class 3 contains 17250 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311726 members 
Mstep: Class 6 contains 21455 members 
Mstep: Class 7 contains 9617 members 
Mstep: Class 8 contains 5271 members 
Mstep: Class 9 contains 7239 members 
Mstep: Class 10 contains 80190 members 
Mstep: Class 11 contains 14111 members 
Mstep: Class 12 contains 44316 members 
Mstep: Class 13 contains 34609 members 
Mstep: Class 14 contains 30857 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 8760 members 
Mstep: Class 17 contains 13326 members 
Mstep: Class 18 contains 55440 members 
Mstep: Class 19 contains 11988 members 
Mstep: Class 20 contains 19311 members 
Mstep: Class 21 contains 129594 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 476 members 
Mstep: Class 24 contains 22888 members 
Mstep: Class 25 contains 319473 members 
Mstep: Class 26 contains 1845 members 
Mstep: Class 27 contains 19479 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 214855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476384.000000 Penalty: 108902.257812
Iteration 307Q: 32 clusters Score -1.614764e+08 nChanged 20537
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 17302 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310227 members 
Mstep: Class 6 contains 21469 members 
Mstep: Class 7 contains 9584 members 
Mstep: Class 8 contains 5346 members 
Mstep: Class 9 contains 7455 members 
Mstep: Class 10 contains 80117 members 
Mstep: Class 11 contains 14111 members 
Mstep: Class 12 contains 44626 members 
Mstep: Class 13 contains 34593 members 
Mstep: Class 14 contains 30950 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 8771 members 
Mstep: Class 17 contains 13983 members 
Mstep: Class 18 contains 55604 members 
Mstep: Class 19 contains 11992 members 
Mstep: Class 20 contains 19327 members 
Mstep: Class 21 contains 130627 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22890 members 
Mstep: Class 25 contains 316738 members 
Mstep: Class 26 contains 1845 members 
Mstep: Class 27 contains 19557 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2497 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 216479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161480928.000000 Penalty: 108902.257812
Iteration 308Q: 32 clusters Score -1.614809e+08 nChanged 16848
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 17321 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310043 members 
Mstep: Class 6 contains 21447 members 
Mstep: Class 7 contains 9568 members 
Mstep: Class 8 contains 5464 members 
Mstep: Class 9 contains 7635 members 
Mstep: Class 10 contains 80056 members 
Mstep: Class 11 contains 14104 members 
Mstep: Class 12 contains 44900 members 
Mstep: Class 13 contains 34584 members 
Mstep: Class 14 contains 31008 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 8777 members 
Mstep: Class 17 contains 14416 members 
Mstep: Class 18 contains 55780 members 
Mstep: Class 19 contains 11997 members 
Mstep: Class 20 contains 19358 members 
Mstep: Class 21 contains 131660 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22904 members 
Mstep: Class 25 contains 312169 members 
Mstep: Class 26 contains 1845 members 
Mstep: Class 27 contains 19626 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 218939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486848.000000 Penalty: 108902.257812
Iteration 309Q: 32 clusters Score -1.614868e+08 nChanged 14248
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 17308 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310256 members 
Mstep: Class 6 contains 21415 members 
Mstep: Class 7 contains 9560 members 
Mstep: Class 8 contains 5536 members 
Mstep: Class 9 contains 7744 members 
Mstep: Class 10 contains 80047 members 
Mstep: Class 11 contains 14109 members 
Mstep: Class 12 contains 45042 members 
Mstep: Class 13 contains 34554 members 
Mstep: Class 14 contains 30985 members 
Mstep: Class 15 contains 3634 members 
Mstep: Class 16 contains 8781 members 
Mstep: Class 17 contains 14621 members 
Mstep: Class 18 contains 55864 members 
Mstep: Class 19 contains 12005 members 
Mstep: Class 20 contains 19355 members 
Mstep: Class 21 contains 132446 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22906 members 
Mstep: Class 25 contains 307399 members 
Mstep: Class 26 contains 1845 members 
Mstep: Class 27 contains 19674 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2483 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 222166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161494336.000000 Penalty: 108902.257812
Iteration 310Q: 32 clusters Score -1.614943e+08 nChanged 13676
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 17290 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310354 members 
Mstep: Class 6 contains 21384 members 
Mstep: Class 7 contains 9556 members 
Mstep: Class 8 contains 5610 members 
Mstep: Class 9 contains 7801 members 
Mstep: Class 10 contains 80054 members 
Mstep: Class 11 contains 14101 members 
Mstep: Class 12 contains 45089 members 
Mstep: Class 13 contains 34533 members 
Mstep: Class 14 contains 30913 members 
Mstep: Class 15 contains 3629 members 
Mstep: Class 16 contains 8784 members 
Mstep: Class 17 contains 14620 members 
Mstep: Class 18 contains 55764 members 
Mstep: Class 19 contains 12013 members 
Mstep: Class 20 contains 19341 members 
Mstep: Class 21 contains 132851 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22913 members 
Mstep: Class 25 contains 303124 members 
Mstep: Class 26 contains 1846 members 
Mstep: Class 27 contains 19690 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2477 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 225994 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161500864.000000 Penalty: 108902.257812
Iteration 311Q: 32 clusters Score -1.615009e+08 nChanged 14106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11251 members 
Mstep: Class 3 contains 17237 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310071 members 
Mstep: Class 6 contains 21332 members 
Mstep: Class 7 contains 9554 members 
Mstep: Class 8 contains 5648 members 
Mstep: Class 9 contains 7816 members 
Mstep: Class 10 contains 80120 members 
Mstep: Class 11 contains 14093 members 
Mstep: Class 12 contains 45024 members 
Mstep: Class 13 contains 34527 members 
Mstep: Class 14 contains 30786 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 8790 members 
Mstep: Class 17 contains 14501 members 
Mstep: Class 18 contains 55528 members 
Mstep: Class 19 contains 12017 members 
Mstep: Class 20 contains 19326 members 
Mstep: Class 21 contains 132929 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22912 members 
Mstep: Class 25 contains 299456 members 
Mstep: Class 26 contains 1848 members 
Mstep: Class 27 contains 19698 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2472 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 230416 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161506032.000000 Penalty: 108902.257812
Iteration 312Q: 32 clusters Score -1.61506e+08 nChanged 14521
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11252 members 
Mstep: Class 3 contains 17148 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 309537 members 
Mstep: Class 6 contains 21273 members 
Mstep: Class 7 contains 9553 members 
Mstep: Class 8 contains 5686 members 
Mstep: Class 9 contains 7787 members 
Mstep: Class 10 contains 80239 members 
Mstep: Class 11 contains 14097 members 
Mstep: Class 12 contains 44913 members 
Mstep: Class 13 contains 34511 members 
Mstep: Class 14 contains 30632 members 
Mstep: Class 15 contains 3627 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 14321 members 
Mstep: Class 18 contains 55136 members 
Mstep: Class 19 contains 12022 members 
Mstep: Class 20 contains 19310 members 
Mstep: Class 21 contains 132567 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22909 members 
Mstep: Class 25 contains 296477 members 
Mstep: Class 26 contains 1850 members 
Mstep: Class 27 contains 19650 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 235210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161509936.000000 Penalty: 108902.257812
Iteration 313Q: 32 clusters Score -1.615099e+08 nChanged 15346
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 17036 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 308831 members 
Mstep: Class 6 contains 21216 members 
Mstep: Class 7 contains 9555 members 
Mstep: Class 8 contains 5726 members 
Mstep: Class 9 contains 7738 members 
Mstep: Class 10 contains 80402 members 
Mstep: Class 11 contains 14099 members 
Mstep: Class 12 contains 44741 members 
Mstep: Class 13 contains 34486 members 
Mstep: Class 14 contains 30465 members 
Mstep: Class 15 contains 3623 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 14088 members 
Mstep: Class 18 contains 54681 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 19300 members 
Mstep: Class 21 contains 131903 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22915 members 
Mstep: Class 25 contains 293799 members 
Mstep: Class 26 contains 1852 members 
Mstep: Class 27 contains 19539 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2481 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 240433 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161513504.000000 Penalty: 108902.257812
Iteration 314Q: 32 clusters Score -1.615135e+08 nChanged 15747
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11241 members 
Mstep: Class 3 contains 16915 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 307969 members 
Mstep: Class 6 contains 21179 members 
Mstep: Class 7 contains 9570 members 
Mstep: Class 8 contains 5763 members 
Mstep: Class 9 contains 7696 members 
Mstep: Class 10 contains 80597 members 
Mstep: Class 11 contains 14095 members 
Mstep: Class 12 contains 44516 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 30321 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 13874 members 
Mstep: Class 18 contains 54159 members 
Mstep: Class 19 contains 12027 members 
Mstep: Class 20 contains 19306 members 
Mstep: Class 21 contains 131022 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22922 members 
Mstep: Class 25 contains 291193 members 
Mstep: Class 26 contains 1854 members 
Mstep: Class 27 contains 19425 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2478 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 245969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161516064.000000 Penalty: 108902.257812
Iteration 315Q: 32 clusters Score -1.615161e+08 nChanged 16111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 16750 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 307183 members 
Mstep: Class 6 contains 21128 members 
Mstep: Class 7 contains 9585 members 
Mstep: Class 8 contains 5813 members 
Mstep: Class 9 contains 7656 members 
Mstep: Class 10 contains 80823 members 
Mstep: Class 11 contains 14100 members 
Mstep: Class 12 contains 44245 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 30185 members 
Mstep: Class 15 contains 3622 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 13689 members 
Mstep: Class 18 contains 53573 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 19326 members 
Mstep: Class 21 contains 130009 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22931 members 
Mstep: Class 25 contains 288524 members 
Mstep: Class 26 contains 1856 members 
Mstep: Class 27 contains 19301 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2479 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 251678 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161519248.000000 Penalty: 108902.257812
Iteration 316Q: 32 clusters Score -1.615192e+08 nChanged 15787
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11235 members 
Mstep: Class 3 contains 16599 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 306374 members 
Mstep: Class 6 contains 21103 members 
Mstep: Class 7 contains 9605 members 
Mstep: Class 8 contains 5829 members 
Mstep: Class 9 contains 7609 members 
Mstep: Class 10 contains 81095 members 
Mstep: Class 11 contains 14099 members 
Mstep: Class 12 contains 43979 members 
Mstep: Class 13 contains 34449 members 
Mstep: Class 14 contains 30046 members 
Mstep: Class 15 contains 3619 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 13536 members 
Mstep: Class 18 contains 52969 members 
Mstep: Class 19 contains 12025 members 
Mstep: Class 20 contains 19323 members 
Mstep: Class 21 contains 128870 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22934 members 
Mstep: Class 25 contains 285900 members 
Mstep: Class 26 contains 1860 members 
Mstep: Class 27 contains 19205 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2480 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 257426 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161521216.000000 Penalty: 108902.257812
Iteration 317Q: 32 clusters Score -1.615212e+08 nChanged 15515
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11236 members 
Mstep: Class 3 contains 16460 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 305733 members 
Mstep: Class 6 contains 21065 members 
Mstep: Class 7 contains 9626 members 
Mstep: Class 8 contains 5872 members 
Mstep: Class 9 contains 7561 members 
Mstep: Class 10 contains 81378 members 
Mstep: Class 11 contains 14105 members 
Mstep: Class 12 contains 43724 members 
Mstep: Class 13 contains 34444 members 
Mstep: Class 14 contains 29891 members 
Mstep: Class 15 contains 3615 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 13395 members 
Mstep: Class 18 contains 52377 members 
Mstep: Class 19 contains 12036 members 
Mstep: Class 20 contains 19339 members 
Mstep: Class 21 contains 127699 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22929 members 
Mstep: Class 25 contains 283033 members 
Mstep: Class 26 contains 1861 members 
Mstep: Class 27 contains 19123 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2483 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 263187 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161523472.000000 Penalty: 108902.257812
Iteration 318Q: 32 clusters Score -1.615235e+08 nChanged 15368
Entering ConstructFrom: 
Score: -161523472.000000 Penalty: 108902.257812
Entering ConstructFrom: 
Trying to split cluster 1 (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: -84173.585938 Penalty: 1655.291260
	Iteration 0F: 2 clusters Score -84173.59 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 406 members 
Entering Unmasked Estep 
Score: -82417.687500 Penalty: 3310.582520
	Iteration 0F: 3 clusters Score -82417.69 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82669.257812 Penalty: 3310.582520
	Iteration 1F: 3 clusters Score -82669.26 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82741.632812 Penalty: 3310.582520
	Iteration 2Q: 3 clusters Score -82741.63 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -82784.210938 Penalty: 3310.582520
	Iteration 3Q: 3 clusters Score -82784.21 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -82834.890625 Penalty: 3310.582520
	Iteration 4Q: 3 clusters Score -82834.89 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -82887.632812 Penalty: 3310.582520
	Iteration 5Q: 3 clusters Score -82887.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -82926.203125 Penalty: 3310.582520
	Iteration 6Q: 3 clusters Score -82926.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -82965.484375 Penalty: 3310.582520
	Iteration 7Q: 3 clusters Score -82965.48 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -83014.226562 Penalty: 3310.582520
	Iteration 8Q: 3 clusters Score -83014.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -83040.773438 Penalty: 3310.582520
	Iteration 9Q: 3 clusters Score -83040.77 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -83064.062500 Penalty: 3310.582520
	Iteration 10Q: 3 clusters Score -83064.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -83077.406250 Penalty: 3310.582520
	Iteration 11Q: 3 clusters Score -83077.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -83085.945312 Penalty: 3310.582520
	Iteration 12Q: 3 clusters Score -83085.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83091.335938 Penalty: 3310.582520
	Iteration 13Q: 3 clusters Score -83091.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -83099.351562 Penalty: 3310.582520
	Iteration 14Q: 3 clusters Score -83099.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -83110.281250 Penalty: 3310.582520
	Iteration 15Q: 3 clusters Score -83110.28 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -83117.007812 Penalty: 3310.582520
	Iteration 16Q: 3 clusters Score -83117.01 nChanged 3
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: -83123.015625 Penalty: 3310.582520
	Iteration 17Q: 3 clusters Score -83123.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83128.718750 Penalty: 3310.582520
	Iteration 18Q: 3 clusters Score -83128.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -83137.390625 Penalty: 3310.582520
	Iteration 19Q: 3 clusters Score -83137.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -83140.593750 Penalty: 3310.582520
	Iteration 20F: 3 clusters Score -83140.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83141.453125 Penalty: 3310.582520
	Iteration 21Q: 3 clusters Score -83141.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -83141.453125 Penalty: 3310.582520
	Iteration 22F: 3 clusters Score -83141.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11231 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Entering Unmasked Estep 
Score: -1253244.250000 Penalty: 2312.955322
	Iteration 0F: 2 clusters Score -1253244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1244837.875000 Penalty: 4625.910645
	Iteration 0F: 3 clusters Score -1244838 nChanged 4658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1247329.250000 Penalty: 4625.910645
	Iteration 1F: 3 clusters Score -1247329 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4885 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1247698.750000 Penalty: 4625.910645
	Iteration 2F: 3 clusters Score -1247699 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1248021.750000 Penalty: 4625.910645
	Iteration 3F: 3 clusters Score -1248022 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1248337.750000 Penalty: 4625.910645
	Iteration 4Q: 3 clusters Score -1248338 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1248697.000000 Penalty: 4625.910645
	Iteration 5F: 3 clusters Score -1248697 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1249156.625000 Penalty: 4625.910645
	Iteration 6F: 3 clusters Score -1249157 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -1249711.625000 Penalty: 4625.910645
	Iteration 7F: 3 clusters Score -1249712 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1250274.250000 Penalty: 4625.910645
	Iteration 8F: 3 clusters Score -1250274 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1250771.125000 Penalty: 4625.910645
	Iteration 9Q: 3 clusters Score -1250771 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -1251122.625000 Penalty: 4625.910645
	Iteration 10Q: 3 clusters Score -1251123 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -1251394.750000 Penalty: 4625.910645
	Iteration 11Q: 3 clusters Score -1251395 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1251569.125000 Penalty: 4625.910645
	Iteration 12Q: 3 clusters Score -1251569 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1251708.250000 Penalty: 4625.910645
	Iteration 13Q: 3 clusters Score -1251708 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -1251804.875000 Penalty: 4625.910645
	Iteration 14Q: 3 clusters Score -1251805 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -1251872.625000 Penalty: 4625.910645
	Iteration 15Q: 3 clusters Score -1251873 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 10323 members 
Entering Unmasked Estep 
Score: -1251914.250000 Penalty: 4625.910645
	Iteration 16Q: 3 clusters Score -1251914 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -1251938.750000 Penalty: 4625.910645
	Iteration 17Q: 3 clusters Score -1251939 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -1251951.500000 Penalty: 4625.910645
	Iteration 18Q: 3 clusters Score -1251952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 10337 members 
Entering Unmasked Estep 
Score: -1251958.250000 Penalty: 4625.910645
	Iteration 19Q: 3 clusters Score -1251958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1251969.000000 Penalty: 4625.910645
	Iteration 20F: 3 clusters Score -1251969 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 10354 members 
Entering Unmasked Estep 
Score: -1251978.375000 Penalty: 4625.910645
	Iteration 21Q: 3 clusters Score -1251978 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -1251980.500000 Penalty: 4625.910645
	Iteration 22Q: 3 clusters Score -1251980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1251987.500000 Penalty: 4625.910645
	Iteration 23Q: 3 clusters Score -1251988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1251988.500000 Penalty: 4625.910645
	Iteration 24Q: 3 clusters Score -1251988 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1251992.000000 Penalty: 4625.910645
	Iteration 25Q: 3 clusters Score -1251992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -1251990.500000 Penalty: 4625.910645
	Iteration 26Q: 3 clusters Score -1251990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1251989.625000 Penalty: 4625.910645
	Iteration 27Q: 3 clusters Score -1251990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1251991.125000 Penalty: 4625.910645
	Iteration 28Q: 3 clusters Score -1251991 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1251991.125000 Penalty: 4625.910645
	Iteration 29F: 3 clusters Score -1251991 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (16288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16288 members 
Entering Unmasked Estep 
Score: -1957228.750000 Penalty: 2405.149658
	Iteration 0F: 2 clusters Score -1957229 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1945496.500000 Penalty: 4810.299316
	Iteration 0F: 3 clusters Score -1945496 nChanged 7025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1949290.500000 Penalty: 4810.299316
	Iteration 1F: 3 clusters Score -1949290 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -1949671.750000 Penalty: 4810.299316
	Iteration 2F: 3 clusters Score -1949672 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -1949908.500000 Penalty: 4810.299316
	Iteration 3Q: 3 clusters Score -1949908 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 7900 members 
Entering Unmasked Estep 
Score: -1950081.000000 Penalty: 4810.299316
	Iteration 4Q: 3 clusters Score -1950081 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -1950249.500000 Penalty: 4810.299316
	Iteration 5Q: 3 clusters Score -1950250 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1950394.875000 Penalty: 4810.299316
	Iteration 6Q: 3 clusters Score -1950395 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1950529.625000 Penalty: 4810.299316
	Iteration 7Q: 3 clusters Score -1950530 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1950673.250000 Penalty: 4810.299316
	Iteration 8Q: 3 clusters Score -1950673 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -1950879.375000 Penalty: 4810.299316
	Iteration 9Q: 3 clusters Score -1950879 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1951143.625000 Penalty: 4810.299316
	Iteration 10Q: 3 clusters Score -1951144 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 6280 members 
Entering Unmasked Estep 
Score: -1951471.500000 Penalty: 4810.299316
	Iteration 11Q: 3 clusters Score -1951472 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1951912.000000 Penalty: 4810.299316
	Iteration 12Q: 3 clusters Score -1951912 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11029 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -1952366.500000 Penalty: 4810.299316
	Iteration 13Q: 3 clusters Score -1952366 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1952839.250000 Penalty: 4810.299316
	Iteration 14Q: 3 clusters Score -1952839 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -1953281.250000 Penalty: 4810.299316
	Iteration 15Q: 3 clusters Score -1953281 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1953687.625000 Penalty: 4810.299316
	Iteration 16Q: 3 clusters Score -1953688 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1953987.000000 Penalty: 4810.299316
	Iteration 17Q: 3 clusters Score -1953987 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13024 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1954210.000000 Penalty: 4810.299316
	Iteration 18Q: 3 clusters Score -1954210 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -1954377.000000 Penalty: 4810.299316
	Iteration 19Q: 3 clusters Score -1954377 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -1954506.000000 Penalty: 4810.299316
	Iteration 20F: 3 clusters Score -1954506 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1954587.875000 Penalty: 4810.299316
	Iteration 21Q: 3 clusters Score -1954588 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1954664.500000 Penalty: 4810.299316
	Iteration 22Q: 3 clusters Score -1954664 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1954710.875000 Penalty: 4810.299316
	Iteration 23Q: 3 clusters Score -1954711 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1954758.500000 Penalty: 4810.299316
	Iteration 24Q: 3 clusters Score -1954758 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -1954784.875000 Penalty: 4810.299316
	Iteration 25Q: 3 clusters Score -1954785 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1954812.875000 Penalty: 4810.299316
	Iteration 26Q: 3 clusters Score -1954813 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1954833.875000 Penalty: 4810.299316
	Iteration 27Q: 3 clusters Score -1954834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1954862.500000 Penalty: 4810.299316
	Iteration 28Q: 3 clusters Score -1954862 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1954878.500000 Penalty: 4810.299316
	Iteration 29Q: 3 clusters Score -1954878 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1954895.125000 Penalty: 4810.299316
	Iteration 30Q: 3 clusters Score -1954895 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1954907.375000 Penalty: 4810.299316
	Iteration 31Q: 3 clusters Score -1954907 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -1954923.375000 Penalty: 4810.299316
	Iteration 32Q: 3 clusters Score -1954923 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1954928.875000 Penalty: 4810.299316
	Iteration 33Q: 3 clusters Score -1954929 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1954933.500000 Penalty: 4810.299316
	Iteration 34Q: 3 clusters Score -1954934 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1954943.500000 Penalty: 4810.299316
	Iteration 35Q: 3 clusters Score -1954944 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -1954952.125000 Penalty: 4810.299316
	Iteration 36Q: 3 clusters Score -1954952 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -1954960.125000 Penalty: 4810.299316
	Iteration 37Q: 3 clusters Score -1954960 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -1954966.125000 Penalty: 4810.299316
	Iteration 38Q: 3 clusters Score -1954966 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14469 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1954966.750000 Penalty: 4810.299316
	Iteration 39Q: 3 clusters Score -1954967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1954977.250000 Penalty: 4810.299316
	Iteration 40F: 3 clusters Score -1954977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1954975.000000 Penalty: 4810.299316
	Iteration 41Q: 3 clusters Score -1954975 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1954977.250000 Penalty: 4810.299316
	Iteration 42Q: 3 clusters Score -1954977 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -1954979.750000 Penalty: 4810.299316
	Iteration 43Q: 3 clusters Score -1954980 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1954982.250000 Penalty: 4810.299316
	Iteration 44Q: 3 clusters Score -1954982 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14560 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -1954987.250000 Penalty: 4810.299316
	Iteration 45Q: 3 clusters Score -1954987 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1954990.250000 Penalty: 4810.299316
	Iteration 46Q: 3 clusters Score -1954990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1954996.000000 Penalty: 4810.299316
	Iteration 47Q: 3 clusters Score -1954996 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14592 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1954998.250000 Penalty: 4810.299316
	Iteration 48Q: 3 clusters Score -1954998 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14606 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -1955001.750000 Penalty: 4810.299316
	Iteration 49Q: 3 clusters Score -1955002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1955007.875000 Penalty: 4810.299316
	Iteration 50Q: 3 clusters Score -1955008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1955008.625000 Penalty: 4810.299316
	Iteration 51Q: 3 clusters Score -1955009 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1955014.875000 Penalty: 4810.299316
	Iteration 52Q: 3 clusters Score -1955015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1955025.250000 Penalty: 4810.299316
	Iteration 53Q: 3 clusters Score -1955025 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1955032.875000 Penalty: 4810.299316
	Iteration 54Q: 3 clusters Score -1955033 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1955041.375000 Penalty: 4810.299316
	Iteration 55Q: 3 clusters Score -1955041 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1955045.000000 Penalty: 4810.299316
	Iteration 56Q: 3 clusters Score -1955045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1955050.125000 Penalty: 4810.299316
	Iteration 57Q: 3 clusters Score -1955050 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14775 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1955056.750000 Penalty: 4810.299316
	Iteration 58Q: 3 clusters Score -1955057 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1955058.125000 Penalty: 4810.299316
	Iteration 59Q: 3 clusters Score -1955058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1955064.000000 Penalty: 4810.299316
	Iteration 60F: 3 clusters Score -1955064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1955076.000000 Penalty: 4810.299316
	Iteration 61Q: 3 clusters Score -1955076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1955078.000000 Penalty: 4810.299316
	Iteration 62Q: 3 clusters Score -1955078 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14846 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1955080.375000 Penalty: 4810.299316
	Iteration 63Q: 3 clusters Score -1955080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1955084.500000 Penalty: 4810.299316
	Iteration 64Q: 3 clusters Score -1955084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1955090.125000 Penalty: 4810.299316
	Iteration 65Q: 3 clusters Score -1955090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1955092.625000 Penalty: 4810.299316
	Iteration 66Q: 3 clusters Score -1955093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1955095.375000 Penalty: 4810.299316
	Iteration 67Q: 3 clusters Score -1955095 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1955097.500000 Penalty: 4810.299316
	Iteration 68Q: 3 clusters Score -1955098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1955100.875000 Penalty: 4810.299316
	Iteration 69Q: 3 clusters Score -1955101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14892 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -1955100.875000 Penalty: 4810.299316
	Iteration 70F: 3 clusters Score -1955101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -47042.390625 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -47042.39 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 221 members 
Entering Unmasked Estep 
Score: -45525.898438 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -45525.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45698.968750 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -45698.97 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -45794.996094 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -45795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -45859.976562 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -45859.98 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45919.683594 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -45919.68 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -45950.902344 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -45950.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -45969.277344 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -45969.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46014.921875 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -46014.92 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -46057.660156 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -46057.66 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -46095.156250 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -46095.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -46134.093750 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -46134.09 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -46193.199219 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -46193.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46219.593750 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -46219.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -46233.050781 Penalty: 3061.163330
	Iteration 13Q: 3 clusters Score -46233.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -46251.441406 Penalty: 3061.163330
	Iteration 14Q: 3 clusters Score -46251.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -46263.410156 Penalty: 3061.163330
	Iteration 15Q: 3 clusters Score -46263.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -46272.324219 Penalty: 3061.163330
	Iteration 16Q: 3 clusters Score -46272.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46295.449219 Penalty: 3061.163330
	Iteration 17Q: 3 clusters Score -46295.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46342.851562 Penalty: 3061.163330
	Iteration 18Q: 3 clusters Score -46342.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46378.433594 Penalty: 3061.163330
	Iteration 19Q: 3 clusters Score -46378.43 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46415.574219 Penalty: 3061.163330
	Iteration 20F: 3 clusters Score -46415.57 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -46462.027344 Penalty: 3061.163330
	Iteration 21Q: 3 clusters Score -46462.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -46532.375000 Penalty: 3061.163330
	Iteration 22Q: 3 clusters Score -46532.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -46592.832031 Penalty: 3061.163330
	Iteration 23Q: 3 clusters Score -46592.83 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -46682.269531 Penalty: 3061.163330
	Iteration 24Q: 3 clusters Score -46682.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -46770.867188 Penalty: 3061.163330
	Iteration 25Q: 3 clusters Score -46770.87 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -46874.523438 Penalty: 3061.163330
	Iteration 26Q: 3 clusters Score -46874.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47074.628906 Penalty: 3061.163330
	Iteration 27Q: 3 clusters Score -47074.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -47145.300781 Penalty: 3061.163330
	Iteration 28Q: 3 clusters Score -47145.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47146.140625 Penalty: 3061.163330
	Iteration 29Q: 3 clusters Score -47146.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -47146.140625 Penalty: 3061.163330
	Iteration 30F: 3 clusters Score -47146.14 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 16288 members 
Mstep: Class 4 contains 264 members 
Mstep: Class 5 contains 305502 members 
Mstep: Class 6 contains 20999 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 5924 members 
Mstep: Class 9 contains 7513 members 
Mstep: Class 10 contains 81630 members 
Mstep: Class 11 contains 14103 members 
Mstep: Class 12 contains 43479 members 
Mstep: Class 13 contains 34442 members 
Mstep: Class 14 contains 29738 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 13270 members 
Mstep: Class 18 contains 51784 members 
Mstep: Class 19 contains 12041 members 
Mstep: Class 20 contains 19362 members 
Mstep: Class 21 contains 126465 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22929 members 
Mstep: Class 25 contains 279969 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 27 contains 19033 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2486 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 268865 members 
Mstep: Class 32 contains 215 members 
Entering Unmasked Estep 
Score: -161523120.000000 Penalty: 112415.234375
Splitting cluster 4 changes total score from -161523472.000000 to -161523120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (305502 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305502 members 
Entering Unmasked Estep 
Score: -36043612.000000 Penalty: 3132.168457
	Iteration 0F: 2 clusters Score -3.604361e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152765 members 
Mstep: Class 2 contains 152737 members 
Entering Unmasked Estep 
Score: -35850280.000000 Penalty: 6264.336914
	Iteration 0F: 3 clusters Score -3.585028e+07 nChanged 147932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154183 members 
Mstep: Class 2 contains 151319 members 
Entering Unmasked Estep 
Score: -35938152.000000 Penalty: 6264.336914
	Iteration 1F: 3 clusters Score -3.593815e+07 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155155 members 
Mstep: Class 2 contains 150347 members 
Entering Unmasked Estep 
Score: -35939652.000000 Penalty: 6264.336914
	Iteration 2Q: 3 clusters Score -3.593965e+07 nChanged 8474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156597 members 
Mstep: Class 2 contains 148905 members 
Entering Unmasked Estep 
Score: -35941460.000000 Penalty: 6264.336914
	Iteration 3Q: 3 clusters Score -3.594146e+07 nChanged 9162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158909 members 
Mstep: Class 2 contains 146593 members 
Entering Unmasked Estep 
Score: -35943496.000000 Penalty: 6264.336914
	Iteration 4Q: 3 clusters Score -3.59435e+07 nChanged 10142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162469 members 
Mstep: Class 2 contains 143033 members 
Entering Unmasked Estep 
Score: -35946324.000000 Penalty: 6264.336914
	Iteration 5Q: 3 clusters Score -3.594632e+07 nChanged 11633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167662 members 
Mstep: Class 2 contains 137840 members 
Entering Unmasked Estep 
Score: -35950500.000000 Penalty: 6264.336914
	Iteration 6Q: 3 clusters Score -3.59505e+07 nChanged 13505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174787 members 
Mstep: Class 2 contains 130715 members 
Entering Unmasked Estep 
Score: -35956744.000000 Penalty: 6264.336914
	Iteration 7Q: 3 clusters Score -3.595674e+07 nChanged 15729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184052 members 
Mstep: Class 2 contains 121450 members 
Entering Unmasked Estep 
Score: -35965480.000000 Penalty: 6264.336914
	Iteration 8F: 3 clusters Score -3.596548e+07 nChanged 17670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194478 members 
Mstep: Class 2 contains 111024 members 
Entering Unmasked Estep 
Score: -35976992.000000 Penalty: 6264.336914
	Iteration 9F: 3 clusters Score -3.597699e+07 nChanged 18086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204340 members 
Mstep: Class 2 contains 101162 members 
Entering Unmasked Estep 
Score: -35989572.000000 Penalty: 6264.336914
	Iteration 10F: 3 clusters Score -3.598957e+07 nChanged 16410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211994 members 
Mstep: Class 2 contains 93508 members 
Entering Unmasked Estep 
Score: -35999072.000000 Penalty: 6264.336914
	Iteration 11F: 3 clusters Score -3.599907e+07 nChanged 12271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217573 members 
Mstep: Class 2 contains 87929 members 
Entering Unmasked Estep 
Score: -36003560.000000 Penalty: 6264.336914
	Iteration 12Q: 3 clusters Score -3.600356e+07 nChanged 8176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222381 members 
Mstep: Class 2 contains 83121 members 
Entering Unmasked Estep 
Score: -36005812.000000 Penalty: 6264.336914
	Iteration 13Q: 3 clusters Score -3.600581e+07 nChanged 6001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226860 members 
Mstep: Class 2 contains 78642 members 
Entering Unmasked Estep 
Score: -36007136.000000 Penalty: 6264.336914
	Iteration 14Q: 3 clusters Score -3.600714e+07 nChanged 5107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231229 members 
Mstep: Class 2 contains 74273 members 
Entering Unmasked Estep 
Score: -36008120.000000 Penalty: 6264.336914
	Iteration 15Q: 3 clusters Score -3.600812e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235385 members 
Mstep: Class 2 contains 70117 members 
Entering Unmasked Estep 
Score: -36009288.000000 Penalty: 6264.336914
	Iteration 16Q: 3 clusters Score -3.600929e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239364 members 
Mstep: Class 2 contains 66138 members 
Entering Unmasked Estep 
Score: -36010344.000000 Penalty: 6264.336914
	Iteration 17Q: 3 clusters Score -3.601034e+07 nChanged 4308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243362 members 
Mstep: Class 2 contains 62140 members 
Entering Unmasked Estep 
Score: -36011624.000000 Penalty: 6264.336914
	Iteration 18Q: 3 clusters Score -3.601162e+07 nChanged 4330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247410 members 
Mstep: Class 2 contains 58092 members 
Entering Unmasked Estep 
Score: -36013104.000000 Penalty: 6264.336914
	Iteration 19Q: 3 clusters Score -3.60131e+07 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251411 members 
Mstep: Class 2 contains 54091 members 
Entering Unmasked Estep 
Score: -36014412.000000 Penalty: 6264.336914
	Iteration 20F: 3 clusters Score -3.601441e+07 nChanged 4047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255304 members 
Mstep: Class 2 contains 50198 members 
Entering Unmasked Estep 
Score: -36016016.000000 Penalty: 6264.336914
	Iteration 21Q: 3 clusters Score -3.601602e+07 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259084 members 
Mstep: Class 2 contains 46418 members 
Entering Unmasked Estep 
Score: -36017552.000000 Penalty: 6264.336914
	Iteration 22Q: 3 clusters Score -3.601755e+07 nChanged 3711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262727 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -36019224.000000 Penalty: 6264.336914
	Iteration 23Q: 3 clusters Score -3.601922e+07 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266329 members 
Mstep: Class 2 contains 39173 members 
Entering Unmasked Estep 
Score: -36021008.000000 Penalty: 6264.336914
	Iteration 24Q: 3 clusters Score -3.602101e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269866 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -36022612.000000 Penalty: 6264.336914
	Iteration 25Q: 3 clusters Score -3.602261e+07 nChanged 3474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273326 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -36024548.000000 Penalty: 6264.336914
	Iteration 26Q: 3 clusters Score -3.602455e+07 nChanged 3336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276656 members 
Mstep: Class 2 contains 28846 members 
Entering Unmasked Estep 
Score: -36026308.000000 Penalty: 6264.336914
	Iteration 27Q: 3 clusters Score -3.602631e+07 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279829 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -36028276.000000 Penalty: 6264.336914
	Iteration 28Q: 3 clusters Score -3.602828e+07 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282900 members 
Mstep: Class 2 contains 22602 members 
Entering Unmasked Estep 
Score: -36030236.000000 Penalty: 6264.336914
	Iteration 29Q: 3 clusters Score -3.603024e+07 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285809 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
Score: -36032056.000000 Penalty: 6264.336914
	Iteration 30Q: 3 clusters Score -3.603206e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288506 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -36033944.000000 Penalty: 6264.336914
	Iteration 31Q: 3 clusters Score -3.603394e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290919 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -36035592.000000 Penalty: 6264.336914
	Iteration 32Q: 3 clusters Score -3.603559e+07 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293096 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -36037068.000000 Penalty: 6264.336914
	Iteration 33Q: 3 clusters Score -3.603707e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295060 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -36038432.000000 Penalty: 6264.336914
	Iteration 34Q: 3 clusters Score -3.603843e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296746 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -36039524.000000 Penalty: 6264.336914
	Iteration 35Q: 3 clusters Score -3.603952e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298248 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -36040212.000000 Penalty: 6264.336914
	Iteration 36Q: 3 clusters Score -3.604021e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299499 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -36040500.000000 Penalty: 6264.336914
	Iteration 37Q: 3 clusters Score -3.60405e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300486 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -36040628.000000 Penalty: 6264.336914
	Iteration 38Q: 3 clusters Score -3.604063e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301266 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -36040704.000000 Penalty: 6264.336914
	Iteration 39Q: 3 clusters Score -3.60407e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301893 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -36040976.000000 Penalty: 6264.336914
	Iteration 40F: 3 clusters Score -3.604098e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302410 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -36041120.000000 Penalty: 6264.336914
	Iteration 41Q: 3 clusters Score -3.604112e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302815 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -36041212.000000 Penalty: 6264.336914
	Iteration 42Q: 3 clusters Score -3.604121e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303114 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -36041236.000000 Penalty: 6264.336914
	Iteration 43Q: 3 clusters Score -3.604124e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303363 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -36041312.000000 Penalty: 6264.336914
	Iteration 44Q: 3 clusters Score -3.604131e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303566 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -36041308.000000 Penalty: 6264.336914
	Iteration 45Q: 3 clusters Score -3.604131e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303713 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -36041320.000000 Penalty: 6264.336914
	Iteration 46Q: 3 clusters Score -3.604132e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303816 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -36041324.000000 Penalty: 6264.336914
	Iteration 47Q: 3 clusters Score -3.604132e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303899 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -36041348.000000 Penalty: 6264.336914
	Iteration 48Q: 3 clusters Score -3.604135e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303973 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -36041372.000000 Penalty: 6264.336914
	Iteration 49Q: 3 clusters Score -3.604137e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304041 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -36041352.000000 Penalty: 6264.336914
	Iteration 50Q: 3 clusters Score -3.604135e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304108 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -36041360.000000 Penalty: 6264.336914
	Iteration 51Q: 3 clusters Score -3.604136e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304165 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -36041368.000000 Penalty: 6264.336914
	Iteration 52Q: 3 clusters Score -3.604137e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304205 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -36041396.000000 Penalty: 6264.336914
	Iteration 53Q: 3 clusters Score -3.60414e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304239 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -36041388.000000 Penalty: 6264.336914
	Iteration 54Q: 3 clusters Score -3.604139e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304274 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -36041376.000000 Penalty: 6264.336914
	Iteration 55Q: 3 clusters Score -3.604138e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304305 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -36041416.000000 Penalty: 6264.336914
	Iteration 56Q: 3 clusters Score -3.604142e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304340 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -36041372.000000 Penalty: 6264.336914
	Iteration 57Q: 3 clusters Score -3.604137e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304367 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -36041376.000000 Penalty: 6264.336914
	Iteration 58Q: 3 clusters Score -3.604138e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304390 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -36041396.000000 Penalty: 6264.336914
	Iteration 59Q: 3 clusters Score -3.60414e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304402 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -36041380.000000 Penalty: 6264.336914
	Iteration 60F: 3 clusters Score -3.604138e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304411 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -36041384.000000 Penalty: 6264.336914
	Iteration 61Q: 3 clusters Score -3.604138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304420 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -36041400.000000 Penalty: 6264.336914
	Iteration 62Q: 3 clusters Score -3.60414e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304429 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -36041408.000000 Penalty: 6264.336914
	Iteration 63Q: 3 clusters Score -3.604141e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304441 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -36041404.000000 Penalty: 6264.336914
	Iteration 64Q: 3 clusters Score -3.60414e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304455 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -36041380.000000 Penalty: 6264.336914
	Iteration 65Q: 3 clusters Score -3.604138e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304472 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -36041368.000000 Penalty: 6264.336914
	Iteration 66Q: 3 clusters Score -3.604137e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304483 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -36041380.000000 Penalty: 6264.336914
	Iteration 67Q: 3 clusters Score -3.604138e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304490 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -36041368.000000 Penalty: 6264.336914
	Iteration 68Q: 3 clusters Score -3.604137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304497 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -36041380.000000 Penalty: 6264.336914
	Iteration 69Q: 3 clusters Score -3.604138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304502 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -36041384.000000 Penalty: 6264.336914
	Iteration 70Q: 3 clusters Score -3.604138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304506 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -36041376.000000 Penalty: 6264.336914
	Iteration 71Q: 3 clusters Score -3.604138e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304508 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -36041384.000000 Penalty: 6264.336914
	Iteration 72Q: 3 clusters Score -3.604138e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304509 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -36041384.000000 Penalty: 6264.336914
	Iteration 73Q: 3 clusters Score -3.604138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304512 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -36041380.000000 Penalty: 6264.336914
	Iteration 74Q: 3 clusters Score -3.604138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304513 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -36041372.000000 Penalty: 6264.336914
	Iteration 75Q: 3 clusters Score -3.604137e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304513 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -36041372.000000 Penalty: 6264.336914
	Iteration 76F: 3 clusters Score -3.604137e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20999 members 
Entering Unmasked Estep 
Score: -2306778.250000 Penalty: 2468.153076
	Iteration 0F: 2 clusters Score -2306778 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -2292083.250000 Penalty: 4936.306152
	Iteration 0F: 3 clusters Score -2292083 nChanged 9246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -2297324.750000 Penalty: 4936.306152
	Iteration 1F: 3 clusters Score -2297325 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -2297970.000000 Penalty: 4936.306152
	Iteration 2F: 3 clusters Score -2297970 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -2298780.250000 Penalty: 4936.306152
	Iteration 3F: 3 clusters Score -2298780 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -2299663.750000 Penalty: 4936.306152
	Iteration 4F: 3 clusters Score -2299664 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2300534.500000 Penalty: 4936.306152
	Iteration 5F: 3 clusters Score -2300534 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -2301279.500000 Penalty: 4936.306152
	Iteration 6F: 3 clusters Score -2301280 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -2301862.250000 Penalty: 4936.306152
	Iteration 7F: 3 clusters Score -2301862 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2302280.250000 Penalty: 4936.306152
	Iteration 8Q: 3 clusters Score -2302280 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7087 members 
Mstep: Class 2 contains 13912 members 
Entering Unmasked Estep 
Score: -2302609.000000 Penalty: 4936.306152
	Iteration 9Q: 3 clusters Score -2302609 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 14163 members 
Entering Unmasked Estep 
Score: -2302896.750000 Penalty: 4936.306152
	Iteration 10Q: 3 clusters Score -2302897 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -2303112.000000 Penalty: 4936.306152
	Iteration 11Q: 3 clusters Score -2303112 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6419 members 
Mstep: Class 2 contains 14580 members 
Entering Unmasked Estep 
Score: -2303274.750000 Penalty: 4936.306152
	Iteration 12Q: 3 clusters Score -2303275 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -2303423.750000 Penalty: 4936.306152
	Iteration 13Q: 3 clusters Score -2303424 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 15034 members 
Entering Unmasked Estep 
Score: -2303578.000000 Penalty: 4936.306152
	Iteration 14Q: 3 clusters Score -2303578 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 15279 members 
Entering Unmasked Estep 
Score: -2303726.000000 Penalty: 4936.306152
	Iteration 15Q: 3 clusters Score -2303726 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -2303853.250000 Penalty: 4936.306152
	Iteration 16Q: 3 clusters Score -2303853 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
Score: -2303983.000000 Penalty: 4936.306152
	Iteration 17Q: 3 clusters Score -2303983 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -2304150.000000 Penalty: 4936.306152
	Iteration 18Q: 3 clusters Score -2304150 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2304336.250000 Penalty: 4936.306152
	Iteration 19Q: 3 clusters Score -2304336 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4538 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -2304544.500000 Penalty: 4936.306152
	Iteration 20F: 3 clusters Score -2304544 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -2304702.500000 Penalty: 4936.306152
	Iteration 21Q: 3 clusters Score -2304702 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -2304831.250000 Penalty: 4936.306152
	Iteration 22Q: 3 clusters Score -2304831 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -2304899.250000 Penalty: 4936.306152
	Iteration 23Q: 3 clusters Score -2304899 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2304964.000000 Penalty: 4936.306152
	Iteration 24Q: 3 clusters Score -2304964 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 17162 members 
Entering Unmasked Estep 
Score: -2304988.500000 Penalty: 4936.306152
	Iteration 25Q: 3 clusters Score -2304988 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -2305004.000000 Penalty: 4936.306152
	Iteration 26Q: 3 clusters Score -2305004 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -2305017.500000 Penalty: 4936.306152
	Iteration 27Q: 3 clusters Score -2305018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 17265 members 
Entering Unmasked Estep 
Score: -2305023.250000 Penalty: 4936.306152
	Iteration 28Q: 3 clusters Score -2305023 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2305034.750000 Penalty: 4936.306152
	Iteration 29Q: 3 clusters Score -2305035 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2305034.500000 Penalty: 4936.306152
	Iteration 30Q: 3 clusters Score -2305034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -2305049.750000 Penalty: 4936.306152
	Iteration 31Q: 3 clusters Score -2305050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -2305060.000000 Penalty: 4936.306152
	Iteration 32Q: 3 clusters Score -2305060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2305055.250000 Penalty: 4936.306152
	Iteration 33Q: 3 clusters Score -2305055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2305063.500000 Penalty: 4936.306152
	Iteration 34Q: 3 clusters Score -2305064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -2305066.000000 Penalty: 4936.306152
	Iteration 35Q: 3 clusters Score -2305066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -2305068.750000 Penalty: 4936.306152
	Iteration 36Q: 3 clusters Score -2305069 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2305068.000000 Penalty: 4936.306152
	Iteration 37Q: 3 clusters Score -2305068 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2305065.500000 Penalty: 4936.306152
	Iteration 38Q: 3 clusters Score -2305066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 17416 members 
Entering Unmasked Estep 
Score: -2305063.750000 Penalty: 4936.306152
	Iteration 39Q: 3 clusters Score -2305064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -2305063.000000 Penalty: 4936.306152
	Iteration 40F: 3 clusters Score -2305063 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -2305061.500000 Penalty: 4936.306152
	Iteration 41Q: 3 clusters Score -2305062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -2305065.500000 Penalty: 4936.306152
	Iteration 42Q: 3 clusters Score -2305066 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2305061.250000 Penalty: 4936.306152
	Iteration 43Q: 3 clusters Score -2305061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -2305061.500000 Penalty: 4936.306152
	Iteration 44Q: 3 clusters Score -2305062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -2305062.250000 Penalty: 4936.306152
	Iteration 45Q: 3 clusters Score -2305062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 17440 members 
Entering Unmasked Estep 
Score: -2305061.500000 Penalty: 4936.306152
	Iteration 46Q: 3 clusters Score -2305062 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -2305062.250000 Penalty: 4936.306152
	Iteration 47Q: 3 clusters Score -2305062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 17448 members 
Entering Unmasked Estep 
Score: -2305064.000000 Penalty: 4936.306152
	Iteration 48Q: 3 clusters Score -2305064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -2305068.000000 Penalty: 4936.306152
	Iteration 49Q: 3 clusters Score -2305068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 17458 members 
Entering Unmasked Estep 
Score: -2305065.250000 Penalty: 4936.306152
	Iteration 50Q: 3 clusters Score -2305065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 17466 members 
Entering Unmasked Estep 
Score: -2305063.500000 Penalty: 4936.306152
	Iteration 51Q: 3 clusters Score -2305064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2305073.750000 Penalty: 4936.306152
	Iteration 52Q: 3 clusters Score -2305074 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 17477 members 
Entering Unmasked Estep 
Score: -2305072.250000 Penalty: 4936.306152
	Iteration 53Q: 3 clusters Score -2305072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -2305080.000000 Penalty: 4936.306152
	Iteration 54Q: 3 clusters Score -2305080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -2305078.500000 Penalty: 4936.306152
	Iteration 55Q: 3 clusters Score -2305078 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -2305078.000000 Penalty: 4936.306152
	Iteration 56Q: 3 clusters Score -2305078 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2305082.000000 Penalty: 4936.306152
	Iteration 57Q: 3 clusters Score -2305082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -2305086.250000 Penalty: 4936.306152
	Iteration 58Q: 3 clusters Score -2305086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2305087.750000 Penalty: 4936.306152
	Iteration 59Q: 3 clusters Score -2305088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -2305088.250000 Penalty: 4936.306152
	Iteration 60F: 3 clusters Score -2305088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -2305084.750000 Penalty: 4936.306152
	Iteration 61Q: 3 clusters Score -2305085 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -2305088.500000 Penalty: 4936.306152
	Iteration 62Q: 3 clusters Score -2305088 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2305085.250000 Penalty: 4936.306152
	Iteration 63Q: 3 clusters Score -2305085 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2305097.250000 Penalty: 4936.306152
	Iteration 64Q: 3 clusters Score -2305097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 17627 members 
Entering Unmasked Estep 
Score: -2305107.000000 Penalty: 4936.306152
	Iteration 65Q: 3 clusters Score -2305107 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2305114.000000 Penalty: 4936.306152
	Iteration 66Q: 3 clusters Score -2305114 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -2305120.000000 Penalty: 4936.306152
	Iteration 67Q: 3 clusters Score -2305120 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2305133.000000 Penalty: 4936.306152
	Iteration 68Q: 3 clusters Score -2305133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -2305144.500000 Penalty: 4936.306152
	Iteration 69Q: 3 clusters Score -2305144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2305145.500000 Penalty: 4936.306152
	Iteration 70Q: 3 clusters Score -2305146 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 17797 members 
Entering Unmasked Estep 
Score: -2305152.750000 Penalty: 4936.306152
	Iteration 71Q: 3 clusters Score -2305153 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -2305165.250000 Penalty: 4936.306152
	Iteration 72Q: 3 clusters Score -2305165 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -2305169.500000 Penalty: 4936.306152
	Iteration 73Q: 3 clusters Score -2305170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -2305183.500000 Penalty: 4936.306152
	Iteration 74Q: 3 clusters Score -2305184 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2305186.500000 Penalty: 4936.306152
	Iteration 75Q: 3 clusters Score -2305186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 17905 members 
Entering Unmasked Estep 
Score: -2305193.250000 Penalty: 4936.306152
	Iteration 76Q: 3 clusters Score -2305193 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -2305199.500000 Penalty: 4936.306152
	Iteration 77Q: 3 clusters Score -2305200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2305200.750000 Penalty: 4936.306152
	Iteration 78Q: 3 clusters Score -2305201 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 17948 members 
Entering Unmasked Estep 
Score: -2305204.000000 Penalty: 4936.306152
	Iteration 79Q: 3 clusters Score -2305204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2305205.000000 Penalty: 4936.306152
	Iteration 80F: 3 clusters Score -2305205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -2305208.500000 Penalty: 4936.306152
	Iteration 81Q: 3 clusters Score -2305208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -2305215.250000 Penalty: 4936.306152
	Iteration 82Q: 3 clusters Score -2305215 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2305221.500000 Penalty: 4936.306152
	Iteration 83Q: 3 clusters Score -2305222 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2305235.000000 Penalty: 4936.306152
	Iteration 84Q: 3 clusters Score -2305235 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -2305249.000000 Penalty: 4936.306152
	Iteration 85Q: 3 clusters Score -2305249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -2305265.250000 Penalty: 4936.306152
	Iteration 86Q: 3 clusters Score -2305265 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 18121 members 
Entering Unmasked Estep 
Score: -2305272.000000 Penalty: 4936.306152
	Iteration 87Q: 3 clusters Score -2305272 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2305275.500000 Penalty: 4936.306152
	Iteration 88Q: 3 clusters Score -2305276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -2305273.250000 Penalty: 4936.306152
	Iteration 89Q: 3 clusters Score -2305273 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -2305277.000000 Penalty: 4936.306152
	Iteration 90Q: 3 clusters Score -2305277 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2305284.000000 Penalty: 4936.306152
	Iteration 91Q: 3 clusters Score -2305284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2305288.500000 Penalty: 4936.306152
	Iteration 92Q: 3 clusters Score -2305288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2305285.250000 Penalty: 4936.306152
	Iteration 93Q: 3 clusters Score -2305285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -2305285.250000 Penalty: 4936.306152
	Iteration 94Q: 3 clusters Score -2305285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2305289.000000 Penalty: 4936.306152
	Iteration 95Q: 3 clusters Score -2305289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -2305294.250000 Penalty: 4936.306152
	Iteration 96Q: 3 clusters Score -2305294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 18223 members 
Entering Unmasked Estep 
Score: -2305295.750000 Penalty: 4936.306152
	Iteration 97Q: 3 clusters Score -2305296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -2305292.000000 Penalty: 4936.306152
	Iteration 98Q: 3 clusters Score -2305292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2305293.250000 Penalty: 4936.306152
	Iteration 99Q: 3 clusters Score -2305293 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -2305293.250000 Penalty: 4936.306152
	Iteration 100F: 3 clusters Score -2305293 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (9657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Entering Unmasked Estep 
Score: -1078109.500000 Penalty: 2275.508545
	Iteration 0F: 2 clusters Score -1078110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1070568.500000 Penalty: 4551.017090
	Iteration 0F: 3 clusters Score -1070568 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 4931 members 
Entering Unmasked Estep 
Score: -1072792.875000 Penalty: 4551.017090
	Iteration 1F: 3 clusters Score -1072793 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1073152.125000 Penalty: 4551.017090
	Iteration 2F: 3 clusters Score -1073152 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1073649.750000 Penalty: 4551.017090
	Iteration 3F: 3 clusters Score -1073650 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1074196.125000 Penalty: 4551.017090
	Iteration 4F: 3 clusters Score -1074196 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1074745.500000 Penalty: 4551.017090
	Iteration 5F: 3 clusters Score -1074746 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1075267.250000 Penalty: 4551.017090
	Iteration 6F: 3 clusters Score -1075267 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -1075706.125000 Penalty: 4551.017090
	Iteration 7F: 3 clusters Score -1075706 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1076073.875000 Penalty: 4551.017090
	Iteration 8F: 3 clusters Score -1076074 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1076318.125000 Penalty: 4551.017090
	Iteration 9Q: 3 clusters Score -1076318 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1076447.875000 Penalty: 4551.017090
	Iteration 10Q: 3 clusters Score -1076448 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1076530.875000 Penalty: 4551.017090
	Iteration 11Q: 3 clusters Score -1076531 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1076583.250000 Penalty: 4551.017090
	Iteration 12Q: 3 clusters Score -1076583 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1076623.750000 Penalty: 4551.017090
	Iteration 13Q: 3 clusters Score -1076624 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -1076653.625000 Penalty: 4551.017090
	Iteration 14Q: 3 clusters Score -1076654 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1076675.750000 Penalty: 4551.017090
	Iteration 15Q: 3 clusters Score -1076676 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -1076692.375000 Penalty: 4551.017090
	Iteration 16Q: 3 clusters Score -1076692 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -1076703.500000 Penalty: 4551.017090
	Iteration 17Q: 3 clusters Score -1076704 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1076720.375000 Penalty: 4551.017090
	Iteration 18Q: 3 clusters Score -1076720 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1076730.625000 Penalty: 4551.017090
	Iteration 19Q: 3 clusters Score -1076731 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1076739.875000 Penalty: 4551.017090
	Iteration 20F: 3 clusters Score -1076740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1076748.000000 Penalty: 4551.017090
	Iteration 21Q: 3 clusters Score -1076748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1076758.125000 Penalty: 4551.017090
	Iteration 22Q: 3 clusters Score -1076758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1076765.875000 Penalty: 4551.017090
	Iteration 23Q: 3 clusters Score -1076766 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1076777.500000 Penalty: 4551.017090
	Iteration 24Q: 3 clusters Score -1076778 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -1076782.500000 Penalty: 4551.017090
	Iteration 25Q: 3 clusters Score -1076782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1076789.625000 Penalty: 4551.017090
	Iteration 26Q: 3 clusters Score -1076790 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1076795.625000 Penalty: 4551.017090
	Iteration 27Q: 3 clusters Score -1076796 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1076799.000000 Penalty: 4551.017090
	Iteration 28Q: 3 clusters Score -1076799 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1076806.625000 Penalty: 4551.017090
	Iteration 29Q: 3 clusters Score -1076807 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1076811.000000 Penalty: 4551.017090
	Iteration 30Q: 3 clusters Score -1076811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -1076812.875000 Penalty: 4551.017090
	Iteration 31Q: 3 clusters Score -1076813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1076821.375000 Penalty: 4551.017090
	Iteration 32Q: 3 clusters Score -1076821 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1076825.875000 Penalty: 4551.017090
	Iteration 33Q: 3 clusters Score -1076826 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1076833.000000 Penalty: 4551.017090
	Iteration 34Q: 3 clusters Score -1076833 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1076836.375000 Penalty: 4551.017090
	Iteration 35Q: 3 clusters Score -1076836 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1076842.625000 Penalty: 4551.017090
	Iteration 36Q: 3 clusters Score -1076843 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1076845.625000 Penalty: 4551.017090
	Iteration 37Q: 3 clusters Score -1076846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -1076850.125000 Penalty: 4551.017090
	Iteration 38Q: 3 clusters Score -1076850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1076854.500000 Penalty: 4551.017090
	Iteration 39Q: 3 clusters Score -1076854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1076854.500000 Penalty: 4551.017090
	Iteration 40F: 3 clusters Score -1076854 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1076857.375000 Penalty: 4551.017090
	Iteration 41Q: 3 clusters Score -1076857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1076860.875000 Penalty: 4551.017090
	Iteration 42Q: 3 clusters Score -1076861 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -1076863.250000 Penalty: 4551.017090
	Iteration 43Q: 3 clusters Score -1076863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1076863.250000 Penalty: 4551.017090
	Iteration 44Q: 3 clusters Score -1076863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1076864.000000 Penalty: 4551.017090
	Iteration 45Q: 3 clusters Score -1076864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -1076865.750000 Penalty: 4551.017090
	Iteration 46Q: 3 clusters Score -1076866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1076866.000000 Penalty: 4551.017090
	Iteration 47Q: 3 clusters Score -1076866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7733 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1076866.125000 Penalty: 4551.017090
	Iteration 48Q: 3 clusters Score -1076866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -1076867.000000 Penalty: 4551.017090
	Iteration 49Q: 3 clusters Score -1076867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1076867.625000 Penalty: 4551.017090
	Iteration 50Q: 3 clusters Score -1076868 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1076867.625000 Penalty: 4551.017090
	Iteration 51F: 3 clusters Score -1076868 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (5924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Entering Unmasked Estep 
Score: -706350.187500 Penalty: 2154.318359
	Iteration 0F: 2 clusters Score -706350.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -701277.687500 Penalty: 4308.636719
	Iteration 0F: 3 clusters Score -701277.7 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -702514.437500 Penalty: 4308.636719
	Iteration 1F: 3 clusters Score -702514.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 3182 members 
Entering Unmasked Estep 
Score: -702727.687500 Penalty: 4308.636719
	Iteration 2F: 3 clusters Score -702727.7 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -702863.625000 Penalty: 4308.636719
	Iteration 3Q: 3 clusters Score -702863.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -702964.687500 Penalty: 4308.636719
	Iteration 4Q: 3 clusters Score -702964.7 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -703027.437500 Penalty: 4308.636719
	Iteration 5Q: 3 clusters Score -703027.4 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -703071.250000 Penalty: 4308.636719
	Iteration 6Q: 3 clusters Score -703071.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -703109.312500 Penalty: 4308.636719
	Iteration 7Q: 3 clusters Score -703109.3 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -703145.500000 Penalty: 4308.636719
	Iteration 8Q: 3 clusters Score -703145.5 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -703177.375000 Penalty: 4308.636719
	Iteration 9Q: 3 clusters Score -703177.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -703219.125000 Penalty: 4308.636719
	Iteration 10Q: 3 clusters Score -703219.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -703259.062500 Penalty: 4308.636719
	Iteration 11Q: 3 clusters Score -703259.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -703310.562500 Penalty: 4308.636719
	Iteration 12Q: 3 clusters Score -703310.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -703372.625000 Penalty: 4308.636719
	Iteration 13Q: 3 clusters Score -703372.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -703442.500000 Penalty: 4308.636719
	Iteration 14Q: 3 clusters Score -703442.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -703508.562500 Penalty: 4308.636719
	Iteration 15Q: 3 clusters Score -703508.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -703580.562500 Penalty: 4308.636719
	Iteration 16Q: 3 clusters Score -703580.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -703651.625000 Penalty: 4308.636719
	Iteration 17Q: 3 clusters Score -703651.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -703729.250000 Penalty: 4308.636719
	Iteration 18Q: 3 clusters Score -703729.2 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -703816.937500 Penalty: 4308.636719
	Iteration 19Q: 3 clusters Score -703816.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -703889.750000 Penalty: 4308.636719
	Iteration 20F: 3 clusters Score -703889.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -703962.687500 Penalty: 4308.636719
	Iteration 21Q: 3 clusters Score -703962.7 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -704020.062500 Penalty: 4308.636719
	Iteration 22Q: 3 clusters Score -704020.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -704074.437500 Penalty: 4308.636719
	Iteration 23Q: 3 clusters Score -704074.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -704131.375000 Penalty: 4308.636719
	Iteration 24Q: 3 clusters Score -704131.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -704180.000000 Penalty: 4308.636719
	Iteration 25Q: 3 clusters Score -704180 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -704219.187500 Penalty: 4308.636719
	Iteration 26Q: 3 clusters Score -704219.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -704257.375000 Penalty: 4308.636719
	Iteration 27Q: 3 clusters Score -704257.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -704289.500000 Penalty: 4308.636719
	Iteration 28Q: 3 clusters Score -704289.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -704316.625000 Penalty: 4308.636719
	Iteration 29Q: 3 clusters Score -704316.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -704342.437500 Penalty: 4308.636719
	Iteration 30Q: 3 clusters Score -704342.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -704361.125000 Penalty: 4308.636719
	Iteration 31Q: 3 clusters Score -704361.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -704381.750000 Penalty: 4308.636719
	Iteration 32Q: 3 clusters Score -704381.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -704389.125000 Penalty: 4308.636719
	Iteration 33Q: 3 clusters Score -704389.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -704396.437500 Penalty: 4308.636719
	Iteration 34Q: 3 clusters Score -704396.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -704404.625000 Penalty: 4308.636719
	Iteration 35Q: 3 clusters Score -704404.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -704410.625000 Penalty: 4308.636719
	Iteration 36Q: 3 clusters Score -704410.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -704411.125000 Penalty: 4308.636719
	Iteration 37Q: 3 clusters Score -704411.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -704413.812500 Penalty: 4308.636719
	Iteration 38Q: 3 clusters Score -704413.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -704416.375000 Penalty: 4308.636719
	Iteration 39Q: 3 clusters Score -704416.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -704423.500000 Penalty: 4308.636719
	Iteration 40F: 3 clusters Score -704423.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -704427.250000 Penalty: 4308.636719
	Iteration 41Q: 3 clusters Score -704427.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -704433.625000 Penalty: 4308.636719
	Iteration 42Q: 3 clusters Score -704433.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -704437.312500 Penalty: 4308.636719
	Iteration 43Q: 3 clusters Score -704437.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -704438.500000 Penalty: 4308.636719
	Iteration 44Q: 3 clusters Score -704438.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -704440.250000 Penalty: 4308.636719
	Iteration 45Q: 3 clusters Score -704440.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -704440.812500 Penalty: 4308.636719
	Iteration 46Q: 3 clusters Score -704440.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -704440.812500 Penalty: 4308.636719
	Iteration 47F: 3 clusters Score -704440.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Entering Unmasked Estep 
Score: -874828.125000 Penalty: 2213.248779
	Iteration 0F: 2 clusters Score -874828.1 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 3750 members 
Entering Unmasked Estep 
Score: -868806.250000 Penalty: 4426.497559
	Iteration 0F: 3 clusters Score -868806.2 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -870336.062500 Penalty: 4426.497559
	Iteration 1F: 3 clusters Score -870336.1 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -870613.625000 Penalty: 4426.497559
	Iteration 2F: 3 clusters Score -870613.6 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -870808.562500 Penalty: 4426.497559
	Iteration 3F: 3 clusters Score -870808.6 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -870924.312500 Penalty: 4426.497559
	Iteration 4Q: 3 clusters Score -870924.3 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -870994.750000 Penalty: 4426.497559
	Iteration 5Q: 3 clusters Score -870994.8 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -871048.500000 Penalty: 4426.497559
	Iteration 6Q: 3 clusters Score -871048.5 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -871087.250000 Penalty: 4426.497559
	Iteration 7Q: 3 clusters Score -871087.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -871112.312500 Penalty: 4426.497559
	Iteration 8Q: 3 clusters Score -871112.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -871130.875000 Penalty: 4426.497559
	Iteration 9Q: 3 clusters Score -871130.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -871150.125000 Penalty: 4426.497559
	Iteration 10Q: 3 clusters Score -871150.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -871165.062500 Penalty: 4426.497559
	Iteration 11Q: 3 clusters Score -871165.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -871179.000000 Penalty: 4426.497559
	Iteration 12Q: 3 clusters Score -871179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -871188.062500 Penalty: 4426.497559
	Iteration 13Q: 3 clusters Score -871188.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -871199.187500 Penalty: 4426.497559
	Iteration 14Q: 3 clusters Score -871199.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -871213.125000 Penalty: 4426.497559
	Iteration 15Q: 3 clusters Score -871213.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -871223.687500 Penalty: 4426.497559
	Iteration 16Q: 3 clusters Score -871223.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -871236.375000 Penalty: 4426.497559
	Iteration 17Q: 3 clusters Score -871236.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -871250.687500 Penalty: 4426.497559
	Iteration 18Q: 3 clusters Score -871250.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -871262.812500 Penalty: 4426.497559
	Iteration 19Q: 3 clusters Score -871262.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -871271.625000 Penalty: 4426.497559
	Iteration 20F: 3 clusters Score -871271.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -871283.000000 Penalty: 4426.497559
	Iteration 21Q: 3 clusters Score -871283 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -871296.000000 Penalty: 4426.497559
	Iteration 22Q: 3 clusters Score -871296 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -871304.750000 Penalty: 4426.497559
	Iteration 23Q: 3 clusters Score -871304.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -871311.875000 Penalty: 4426.497559
	Iteration 24Q: 3 clusters Score -871311.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -871320.312500 Penalty: 4426.497559
	Iteration 25Q: 3 clusters Score -871320.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -871332.562500 Penalty: 4426.497559
	Iteration 26Q: 3 clusters Score -871332.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -871346.312500 Penalty: 4426.497559
	Iteration 27Q: 3 clusters Score -871346.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -871356.062500 Penalty: 4426.497559
	Iteration 28Q: 3 clusters Score -871356.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -871367.062500 Penalty: 4426.497559
	Iteration 29Q: 3 clusters Score -871367.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -871388.250000 Penalty: 4426.497559
	Iteration 30Q: 3 clusters Score -871388.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4790 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -871415.250000 Penalty: 4426.497559
	Iteration 31Q: 3 clusters Score -871415.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -871444.312500 Penalty: 4426.497559
	Iteration 32Q: 3 clusters Score -871444.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -871481.875000 Penalty: 4426.497559
	Iteration 33Q: 3 clusters Score -871481.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -871529.312500 Penalty: 4426.497559
	Iteration 34Q: 3 clusters Score -871529.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -871583.562500 Penalty: 4426.497559
	Iteration 35Q: 3 clusters Score -871583.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -871637.312500 Penalty: 4426.497559
	Iteration 36Q: 3 clusters Score -871637.3 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -871685.437500 Penalty: 4426.497559
	Iteration 37Q: 3 clusters Score -871685.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -871735.437500 Penalty: 4426.497559
	Iteration 38Q: 3 clusters Score -871735.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -871795.187500 Penalty: 4426.497559
	Iteration 39Q: 3 clusters Score -871795.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -871860.562500 Penalty: 4426.497559
	Iteration 40F: 3 clusters Score -871860.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -871925.750000 Penalty: 4426.497559
	Iteration 41Q: 3 clusters Score -871925.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -872001.625000 Penalty: 4426.497559
	Iteration 42Q: 3 clusters Score -872001.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -872097.437500 Penalty: 4426.497559
	Iteration 43Q: 3 clusters Score -872097.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -872196.437500 Penalty: 4426.497559
	Iteration 44Q: 3 clusters Score -872196.4 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -872294.562500 Penalty: 4426.497559
	Iteration 45Q: 3 clusters Score -872294.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -872379.500000 Penalty: 4426.497559
	Iteration 46Q: 3 clusters Score -872379.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -872472.250000 Penalty: 4426.497559
	Iteration 47Q: 3 clusters Score -872472.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -872560.125000 Penalty: 4426.497559
	Iteration 48Q: 3 clusters Score -872560.1 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -872622.187500 Penalty: 4426.497559
	Iteration 49Q: 3 clusters Score -872622.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -872674.250000 Penalty: 4426.497559
	Iteration 50Q: 3 clusters Score -872674.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -872728.687500 Penalty: 4426.497559
	Iteration 51Q: 3 clusters Score -872728.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -872770.937500 Penalty: 4426.497559
	Iteration 52Q: 3 clusters Score -872770.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -872802.812500 Penalty: 4426.497559
	Iteration 53Q: 3 clusters Score -872802.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -872818.875000 Penalty: 4426.497559
	Iteration 54Q: 3 clusters Score -872818.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -872829.750000 Penalty: 4426.497559
	Iteration 55Q: 3 clusters Score -872829.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -872833.812500 Penalty: 4426.497559
	Iteration 56Q: 3 clusters Score -872833.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -872843.187500 Penalty: 4426.497559
	Iteration 57Q: 3 clusters Score -872843.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -872848.375000 Penalty: 4426.497559
	Iteration 58Q: 3 clusters Score -872848.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -872852.250000 Penalty: 4426.497559
	Iteration 59Q: 3 clusters Score -872852.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -872861.875000 Penalty: 4426.497559
	Iteration 60F: 3 clusters Score -872861.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -872868.437500 Penalty: 4426.497559
	Iteration 61Q: 3 clusters Score -872868.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -872877.562500 Penalty: 4426.497559
	Iteration 62Q: 3 clusters Score -872877.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -872883.937500 Penalty: 4426.497559
	Iteration 63Q: 3 clusters Score -872883.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -872891.875000 Penalty: 4426.497559
	Iteration 64Q: 3 clusters Score -872891.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -872893.687500 Penalty: 4426.497559
	Iteration 65Q: 3 clusters Score -872893.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -872893.937500 Penalty: 4426.497559
	Iteration 66Q: 3 clusters Score -872893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -872895.000000 Penalty: 4426.497559
	Iteration 67Q: 3 clusters Score -872895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -872898.000000 Penalty: 4426.497559
	Iteration 68Q: 3 clusters Score -872898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -872899.562500 Penalty: 4426.497559
	Iteration 69Q: 3 clusters Score -872899.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -872899.812500 Penalty: 4426.497559
	Iteration 70Q: 3 clusters Score -872899.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -872899.812500 Penalty: 4426.497559
	Iteration 71F: 3 clusters Score -872899.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (81630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81630 members 
Entering Unmasked Estep 
Score: -9352753.000000 Penalty: 2804.868164
	Iteration 0F: 2 clusters Score -9352753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40724 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -9298213.000000 Penalty: 5609.736328
	Iteration 0F: 3 clusters Score -9298213 nChanged 38281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 41579 members 
Entering Unmasked Estep 
Score: -9319968.000000 Penalty: 5609.736328
	Iteration 1F: 3 clusters Score -9319968 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39605 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -9320523.000000 Penalty: 5609.736328
	Iteration 2Q: 3 clusters Score -9320523 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38957 members 
Mstep: Class 2 contains 42673 members 
Entering Unmasked Estep 
Score: -9321093.000000 Penalty: 5609.736328
	Iteration 3Q: 3 clusters Score -9321093 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37977 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -9321689.000000 Penalty: 5609.736328
	Iteration 4Q: 3 clusters Score -9321689 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 45145 members 
Entering Unmasked Estep 
Score: -9322508.000000 Penalty: 5609.736328
	Iteration 5Q: 3 clusters Score -9322508 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 47263 members 
Entering Unmasked Estep 
Score: -9323595.000000 Penalty: 5609.736328
	Iteration 6Q: 3 clusters Score -9323595 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31387 members 
Mstep: Class 2 contains 50243 members 
Entering Unmasked Estep 
Score: -9325296.000000 Penalty: 5609.736328
	Iteration 7Q: 3 clusters Score -9325296 nChanged 4536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 54353 members 
Entering Unmasked Estep 
Score: -9327918.000000 Penalty: 5609.736328
	Iteration 8F: 3 clusters Score -9327918 nChanged 5474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -9331735.000000 Penalty: 5609.736328
	Iteration 9F: 3 clusters Score -9331735 nChanged 5948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 65457 members 
Entering Unmasked Estep 
Score: -9336390.000000 Penalty: 5609.736328
	Iteration 10F: 3 clusters Score -9336390 nChanged 5602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 71015 members 
Entering Unmasked Estep 
Score: -9340979.000000 Penalty: 5609.736328
	Iteration 11F: 3 clusters Score -9340979 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 75432 members 
Entering Unmasked Estep 
Score: -9344863.000000 Penalty: 5609.736328
	Iteration 12F: 3 clusters Score -9344863 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 78429 members 
Entering Unmasked Estep 
Score: -9347546.000000 Penalty: 5609.736328
	Iteration 13Q: 3 clusters Score -9347546 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 80103 members 
Entering Unmasked Estep 
Score: -9349045.000000 Penalty: 5609.736328
	Iteration 14Q: 3 clusters Score -9349045 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 80831 members 
Entering Unmasked Estep 
Score: -9349754.000000 Penalty: 5609.736328
	Iteration 15Q: 3 clusters Score -9349754 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 81094 members 
Entering Unmasked Estep 
Score: -9350072.000000 Penalty: 5609.736328
	Iteration 16Q: 3 clusters Score -9350072 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 81177 members 
Entering Unmasked Estep 
Score: -9350244.000000 Penalty: 5609.736328
	Iteration 17Q: 3 clusters Score -9350244 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 81222 members 
Entering Unmasked Estep 
Score: -9350324.000000 Penalty: 5609.736328
	Iteration 18Q: 3 clusters Score -9350324 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -9350353.000000 Penalty: 5609.736328
	Iteration 19Q: 3 clusters Score -9350353 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -9350401.000000 Penalty: 5609.736328
	Iteration 20F: 3 clusters Score -9350401 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 81271 members 
Entering Unmasked Estep 
Score: -9350410.000000 Penalty: 5609.736328
	Iteration 21Q: 3 clusters Score -9350410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -9350433.000000 Penalty: 5609.736328
	Iteration 22Q: 3 clusters Score -9350433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 81281 members 
Entering Unmasked Estep 
Score: -9350441.000000 Penalty: 5609.736328
	Iteration 23Q: 3 clusters Score -9350441 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 81285 members 
Entering Unmasked Estep 
Score: -9350438.000000 Penalty: 5609.736328
	Iteration 24Q: 3 clusters Score -9350438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -9350453.000000 Penalty: 5609.736328
	Iteration 25Q: 3 clusters Score -9350453 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 81286 members 
Entering Unmasked Estep 
Score: -9350457.000000 Penalty: 5609.736328
	Iteration 26Q: 3 clusters Score -9350457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 81289 members 
Entering Unmasked Estep 
Score: -9350460.000000 Penalty: 5609.736328
	Iteration 27Q: 3 clusters Score -9350460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -9350462.000000 Penalty: 5609.736328
	Iteration 28Q: 3 clusters Score -9350462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -9350456.000000 Penalty: 5609.736328
	Iteration 29Q: 3 clusters Score -9350456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 81287 members 
Entering Unmasked Estep 
Score: -9350456.000000 Penalty: 5609.736328
	Iteration 30F: 3 clusters Score -9350456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Entering Unmasked Estep 
Score: -1571631.250000 Penalty: 2369.427490
	Iteration 0F: 2 clusters Score -1571631 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -1561361.250000 Penalty: 4738.854980
	Iteration 0F: 3 clusters Score -1561361 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1564613.625000 Penalty: 4738.854980
	Iteration 1F: 3 clusters Score -1564614 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -1565005.375000 Penalty: 4738.854980
	Iteration 2F: 3 clusters Score -1565005 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1565343.875000 Penalty: 4738.854980
	Iteration 3Q: 3 clusters Score -1565344 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1565726.625000 Penalty: 4738.854980
	Iteration 4Q: 3 clusters Score -1565727 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1566136.000000 Penalty: 4738.854980
	Iteration 5Q: 3 clusters Score -1566136 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -1566475.500000 Penalty: 4738.854980
	Iteration 6Q: 3 clusters Score -1566476 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 8214 members 
Entering Unmasked Estep 
Score: -1566791.125000 Penalty: 4738.854980
	Iteration 7Q: 3 clusters Score -1566791 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1567107.500000 Penalty: 4738.854980
	Iteration 8Q: 3 clusters Score -1567108 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1567428.375000 Penalty: 4738.854980
	Iteration 9Q: 3 clusters Score -1567428 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -1567734.125000 Penalty: 4738.854980
	Iteration 10Q: 3 clusters Score -1567734 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -1568047.750000 Penalty: 4738.854980
	Iteration 11Q: 3 clusters Score -1568048 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 10010 members 
Entering Unmasked Estep 
Score: -1568334.875000 Penalty: 4738.854980
	Iteration 12Q: 3 clusters Score -1568335 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -1568629.750000 Penalty: 4738.854980
	Iteration 13Q: 3 clusters Score -1568630 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 10765 members 
Entering Unmasked Estep 
Score: -1568892.875000 Penalty: 4738.854980
	Iteration 14Q: 3 clusters Score -1568893 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1569152.625000 Penalty: 4738.854980
	Iteration 15Q: 3 clusters Score -1569153 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -1569365.250000 Penalty: 4738.854980
	Iteration 16Q: 3 clusters Score -1569365 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -1569517.875000 Penalty: 4738.854980
	Iteration 17Q: 3 clusters Score -1569518 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 11805 members 
Entering Unmasked Estep 
Score: -1569639.000000 Penalty: 4738.854980
	Iteration 18Q: 3 clusters Score -1569639 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -1569718.750000 Penalty: 4738.854980
	Iteration 19Q: 3 clusters Score -1569719 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -1569782.875000 Penalty: 4738.854980
	Iteration 20F: 3 clusters Score -1569783 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -1569837.375000 Penalty: 4738.854980
	Iteration 21Q: 3 clusters Score -1569837 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -1569870.875000 Penalty: 4738.854980
	Iteration 22Q: 3 clusters Score -1569871 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -1569904.250000 Penalty: 4738.854980
	Iteration 23Q: 3 clusters Score -1569904 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1569935.250000 Penalty: 4738.854980
	Iteration 24Q: 3 clusters Score -1569935 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -1569968.750000 Penalty: 4738.854980
	Iteration 25Q: 3 clusters Score -1569969 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -1569984.375000 Penalty: 4738.854980
	Iteration 26Q: 3 clusters Score -1569984 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 12584 members 
Entering Unmasked Estep 
Score: -1570010.500000 Penalty: 4738.854980
	Iteration 27Q: 3 clusters Score -1570010 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 12634 members 
Entering Unmasked Estep 
Score: -1570037.375000 Penalty: 4738.854980
	Iteration 28Q: 3 clusters Score -1570037 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1570056.625000 Penalty: 4738.854980
	Iteration 29Q: 3 clusters Score -1570057 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1570073.000000 Penalty: 4738.854980
	Iteration 30Q: 3 clusters Score -1570073 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 12758 members 
Entering Unmasked Estep 
Score: -1570092.125000 Penalty: 4738.854980
	Iteration 31Q: 3 clusters Score -1570092 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1570104.125000 Penalty: 4738.854980
	Iteration 32Q: 3 clusters Score -1570104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -1570117.750000 Penalty: 4738.854980
	Iteration 33Q: 3 clusters Score -1570118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -1570126.250000 Penalty: 4738.854980
	Iteration 34Q: 3 clusters Score -1570126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -1570131.750000 Penalty: 4738.854980
	Iteration 35Q: 3 clusters Score -1570132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -1570139.500000 Penalty: 4738.854980
	Iteration 36Q: 3 clusters Score -1570140 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -1570145.875000 Penalty: 4738.854980
	Iteration 37Q: 3 clusters Score -1570146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -1570151.875000 Penalty: 4738.854980
	Iteration 38Q: 3 clusters Score -1570152 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1570158.000000 Penalty: 4738.854980
	Iteration 39Q: 3 clusters Score -1570158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -1570162.875000 Penalty: 4738.854980
	Iteration 40F: 3 clusters Score -1570163 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 12921 members 
Entering Unmasked Estep 
Score: -1570163.500000 Penalty: 4738.854980
	Iteration 41Q: 3 clusters Score -1570164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1570166.000000 Penalty: 4738.854980
	Iteration 42Q: 3 clusters Score -1570166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1570167.500000 Penalty: 4738.854980
	Iteration 43Q: 3 clusters Score -1570168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -1570169.375000 Penalty: 4738.854980
	Iteration 44Q: 3 clusters Score -1570169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1570173.875000 Penalty: 4738.854980
	Iteration 45Q: 3 clusters Score -1570174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -1570177.875000 Penalty: 4738.854980
	Iteration 46Q: 3 clusters Score -1570178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -1570183.125000 Penalty: 4738.854980
	Iteration 47Q: 3 clusters Score -1570183 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 12979 members 
Entering Unmasked Estep 
Score: -1570190.375000 Penalty: 4738.854980
	Iteration 48Q: 3 clusters Score -1570190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 12993 members 
Entering Unmasked Estep 
Score: -1570195.500000 Penalty: 4738.854980
	Iteration 49Q: 3 clusters Score -1570196 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -1570198.875000 Penalty: 4738.854980
	Iteration 50Q: 3 clusters Score -1570199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1570200.125000 Penalty: 4738.854980
	Iteration 51Q: 3 clusters Score -1570200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13018 members 
Entering Unmasked Estep 
Score: -1570203.375000 Penalty: 4738.854980
	Iteration 52Q: 3 clusters Score -1570203 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -1570207.625000 Penalty: 4738.854980
	Iteration 53Q: 3 clusters Score -1570208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 13032 members 
Entering Unmasked Estep 
Score: -1570212.625000 Penalty: 4738.854980
	Iteration 54Q: 3 clusters Score -1570213 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -1570216.375000 Penalty: 4738.854980
	Iteration 55Q: 3 clusters Score -1570216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -1570216.750000 Penalty: 4738.854980
	Iteration 56Q: 3 clusters Score -1570217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -1570217.125000 Penalty: 4738.854980
	Iteration 57Q: 3 clusters Score -1570217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 13049 members 
Entering Unmasked Estep 
Score: -1570214.500000 Penalty: 4738.854980
	Iteration 58Q: 3 clusters Score -1570214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 13050 members 
Entering Unmasked Estep 
Score: -1570213.875000 Penalty: 4738.854980
	Iteration 59Q: 3 clusters Score -1570214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -1570215.500000 Penalty: 4738.854980
	Iteration 60F: 3 clusters Score -1570216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -1570218.250000 Penalty: 4738.854980
	Iteration 61Q: 3 clusters Score -1570218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -1570222.625000 Penalty: 4738.854980
	Iteration 62Q: 3 clusters Score -1570223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -1570226.500000 Penalty: 4738.854980
	Iteration 63Q: 3 clusters Score -1570226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1570226.375000 Penalty: 4738.854980
	Iteration 64Q: 3 clusters Score -1570226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -1570226.000000 Penalty: 4738.854980
	Iteration 65Q: 3 clusters Score -1570226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -1570229.125000 Penalty: 4738.854980
	Iteration 66Q: 3 clusters Score -1570229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -1570229.000000 Penalty: 4738.854980
	Iteration 67Q: 3 clusters Score -1570229 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1570232.375000 Penalty: 4738.854980
	Iteration 68Q: 3 clusters Score -1570232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -1570235.250000 Penalty: 4738.854980
	Iteration 69Q: 3 clusters Score -1570235 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -1570233.750000 Penalty: 4738.854980
	Iteration 70Q: 3 clusters Score -1570234 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1570232.250000 Penalty: 4738.854980
	Iteration 71Q: 3 clusters Score -1570232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -1570232.250000 Penalty: 4738.854980
	Iteration 72F: 3 clusters Score -1570232 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (43479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43479 members 
Entering Unmasked Estep 
Score: -5190535.500000 Penalty: 2648.648438
	Iteration 0F: 2 clusters Score -5190536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 21825 members 
Entering Unmasked Estep 
Score: -5161180.500000 Penalty: 5297.296875
	Iteration 0F: 3 clusters Score -5161180 nChanged 20010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21084 members 
Mstep: Class 2 contains 22395 members 
Entering Unmasked Estep 
Score: -5172385.500000 Penalty: 5297.296875
	Iteration 1F: 3 clusters Score -5172386 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20665 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -5173082.000000 Penalty: 5297.296875
	Iteration 2Q: 3 clusters Score -5173082 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -5173999.000000 Penalty: 5297.296875
	Iteration 3Q: 3 clusters Score -5173999 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19181 members 
Mstep: Class 2 contains 24298 members 
Entering Unmasked Estep 
Score: -5175218.500000 Penalty: 5297.296875
	Iteration 4F: 3 clusters Score -5175218 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -5176959.000000 Penalty: 5297.296875
	Iteration 5F: 3 clusters Score -5176959 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -5179090.500000 Penalty: 5297.296875
	Iteration 6F: 3 clusters Score -5179090 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5181323.000000 Penalty: 5297.296875
	Iteration 7F: 3 clusters Score -5181323 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13109 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -5183289.000000 Penalty: 5297.296875
	Iteration 8F: 3 clusters Score -5183289 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11866 members 
Mstep: Class 2 contains 31613 members 
Entering Unmasked Estep 
Score: -5184526.500000 Penalty: 5297.296875
	Iteration 9Q: 3 clusters Score -5184526 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 32587 members 
Entering Unmasked Estep 
Score: -5185249.500000 Penalty: 5297.296875
	Iteration 10Q: 3 clusters Score -5185250 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 33477 members 
Entering Unmasked Estep 
Score: -5185802.000000 Penalty: 5297.296875
	Iteration 11Q: 3 clusters Score -5185802 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -5186195.000000 Penalty: 5297.296875
	Iteration 12Q: 3 clusters Score -5186195 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 34906 members 
Entering Unmasked Estep 
Score: -5186506.500000 Penalty: 5297.296875
	Iteration 13Q: 3 clusters Score -5186506 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 35535 members 
Entering Unmasked Estep 
Score: -5186832.500000 Penalty: 5297.296875
	Iteration 14Q: 3 clusters Score -5186832 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -5187160.000000 Penalty: 5297.296875
	Iteration 15Q: 3 clusters Score -5187160 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 36672 members 
Entering Unmasked Estep 
Score: -5187394.500000 Penalty: 5297.296875
	Iteration 16Q: 3 clusters Score -5187394 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -5187648.500000 Penalty: 5297.296875
	Iteration 17Q: 3 clusters Score -5187648 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 37567 members 
Entering Unmasked Estep 
Score: -5187833.500000 Penalty: 5297.296875
	Iteration 18Q: 3 clusters Score -5187834 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 37912 members 
Entering Unmasked Estep 
Score: -5187993.500000 Penalty: 5297.296875
	Iteration 19Q: 3 clusters Score -5187994 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -5188086.000000 Penalty: 5297.296875
	Iteration 20F: 3 clusters Score -5188086 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 38452 members 
Entering Unmasked Estep 
Score: -5188184.000000 Penalty: 5297.296875
	Iteration 21Q: 3 clusters Score -5188184 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -5188245.000000 Penalty: 5297.296875
	Iteration 22Q: 3 clusters Score -5188245 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -5188282.000000 Penalty: 5297.296875
	Iteration 23Q: 3 clusters Score -5188282 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -5188320.000000 Penalty: 5297.296875
	Iteration 24Q: 3 clusters Score -5188320 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 39076 members 
Entering Unmasked Estep 
Score: -5188344.000000 Penalty: 5297.296875
	Iteration 25Q: 3 clusters Score -5188344 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -5188359.500000 Penalty: 5297.296875
	Iteration 26Q: 3 clusters Score -5188360 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 39275 members 
Entering Unmasked Estep 
Score: -5188388.000000 Penalty: 5297.296875
	Iteration 27Q: 3 clusters Score -5188388 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -5188409.000000 Penalty: 5297.296875
	Iteration 28Q: 3 clusters Score -5188409 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 39460 members 
Entering Unmasked Estep 
Score: -5188442.000000 Penalty: 5297.296875
	Iteration 29Q: 3 clusters Score -5188442 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 39546 members 
Entering Unmasked Estep 
Score: -5188470.000000 Penalty: 5297.296875
	Iteration 30Q: 3 clusters Score -5188470 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 39617 members 
Entering Unmasked Estep 
Score: -5188483.500000 Penalty: 5297.296875
	Iteration 31Q: 3 clusters Score -5188484 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 39678 members 
Entering Unmasked Estep 
Score: -5188474.500000 Penalty: 5297.296875
	Iteration 32Q: 3 clusters Score -5188474 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 39741 members 
Entering Unmasked Estep 
Score: -5188503.500000 Penalty: 5297.296875
	Iteration 33Q: 3 clusters Score -5188504 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 39797 members 
Entering Unmasked Estep 
Score: -5188510.000000 Penalty: 5297.296875
	Iteration 34Q: 3 clusters Score -5188510 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 39842 members 
Entering Unmasked Estep 
Score: -5188503.500000 Penalty: 5297.296875
	Iteration 35Q: 3 clusters Score -5188504 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -5188524.500000 Penalty: 5297.296875
	Iteration 36Q: 3 clusters Score -5188524 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -5188530.000000 Penalty: 5297.296875
	Iteration 37Q: 3 clusters Score -5188530 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -5188553.000000 Penalty: 5297.296875
	Iteration 38Q: 3 clusters Score -5188553 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 40022 members 
Entering Unmasked Estep 
Score: -5188558.500000 Penalty: 5297.296875
	Iteration 39Q: 3 clusters Score -5188558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 40050 members 
Entering Unmasked Estep 
Score: -5188557.500000 Penalty: 5297.296875
	Iteration 40F: 3 clusters Score -5188558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 40065 members 
Entering Unmasked Estep 
Score: -5188555.500000 Penalty: 5297.296875
	Iteration 41Q: 3 clusters Score -5188556 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 40080 members 
Entering Unmasked Estep 
Score: -5188556.000000 Penalty: 5297.296875
	Iteration 42Q: 3 clusters Score -5188556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -5188553.500000 Penalty: 5297.296875
	Iteration 43Q: 3 clusters Score -5188554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -5188558.000000 Penalty: 5297.296875
	Iteration 44Q: 3 clusters Score -5188558 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 40112 members 
Entering Unmasked Estep 
Score: -5188556.500000 Penalty: 5297.296875
	Iteration 45Q: 3 clusters Score -5188556 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -5188556.500000 Penalty: 5297.296875
	Iteration 46Q: 3 clusters Score -5188556 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -5188558.000000 Penalty: 5297.296875
	Iteration 47Q: 3 clusters Score -5188558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 40143 members 
Entering Unmasked Estep 
Score: -5188559.500000 Penalty: 5297.296875
	Iteration 48Q: 3 clusters Score -5188560 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 40151 members 
Entering Unmasked Estep 
Score: -5188562.500000 Penalty: 5297.296875
	Iteration 49Q: 3 clusters Score -5188562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -5188566.500000 Penalty: 5297.296875
	Iteration 50Q: 3 clusters Score -5188566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 40164 members 
Entering Unmasked Estep 
Score: -5188562.500000 Penalty: 5297.296875
	Iteration 51Q: 3 clusters Score -5188562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 40170 members 
Entering Unmasked Estep 
Score: -5188563.000000 Penalty: 5297.296875
	Iteration 52Q: 3 clusters Score -5188563 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 40177 members 
Entering Unmasked Estep 
Score: -5188557.500000 Penalty: 5297.296875
	Iteration 53Q: 3 clusters Score -5188558 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 40181 members 
Entering Unmasked Estep 
Score: -5188566.000000 Penalty: 5297.296875
	Iteration 54Q: 3 clusters Score -5188566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 40183 members 
Entering Unmasked Estep 
Score: -5188563.000000 Penalty: 5297.296875
	Iteration 55Q: 3 clusters Score -5188563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -5188561.500000 Penalty: 5297.296875
	Iteration 56Q: 3 clusters Score -5188562 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 40189 members 
Entering Unmasked Estep 
Score: -5188559.500000 Penalty: 5297.296875
	Iteration 57Q: 3 clusters Score -5188560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 40192 members 
Entering Unmasked Estep 
Score: -5188557.000000 Penalty: 5297.296875
	Iteration 58Q: 3 clusters Score -5188557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 40195 members 
Entering Unmasked Estep 
Score: -5188557.500000 Penalty: 5297.296875
	Iteration 59Q: 3 clusters Score -5188558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -5188560.500000 Penalty: 5297.296875
	Iteration 60F: 3 clusters Score -5188560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 40200 members 
Entering Unmasked Estep 
Score: -5188556.000000 Penalty: 5297.296875
	Iteration 61Q: 3 clusters Score -5188556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -5188564.000000 Penalty: 5297.296875
	Iteration 62Q: 3 clusters Score -5188564 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -5188556.500000 Penalty: 5297.296875
	Iteration 63Q: 3 clusters Score -5188556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 40205 members 
Entering Unmasked Estep 
Score: -5188556.500000 Penalty: 5297.296875
	Iteration 64F: 3 clusters Score -5188556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Entering Unmasked Estep 
Score: -3855085.750000 Penalty: 2590.864014
	Iteration 0F: 2 clusters Score -3855086 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3831460.000000 Penalty: 5181.728027
	Iteration 0F: 3 clusters Score -3831460 nChanged 15821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16682 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -3840182.750000 Penalty: 5181.728027
	Iteration 1F: 3 clusters Score -3840183 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16399 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3840656.250000 Penalty: 5181.728027
	Iteration 2Q: 3 clusters Score -3840656 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15965 members 
Mstep: Class 2 contains 18477 members 
Entering Unmasked Estep 
Score: -3841156.000000 Penalty: 5181.728027
	Iteration 3Q: 3 clusters Score -3841156 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -3841699.500000 Penalty: 5181.728027
	Iteration 4Q: 3 clusters Score -3841700 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 19769 members 
Entering Unmasked Estep 
Score: -3842313.250000 Penalty: 5181.728027
	Iteration 5Q: 3 clusters Score -3842313 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -3843002.250000 Penalty: 5181.728027
	Iteration 6Q: 3 clusters Score -3843002 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -3843861.500000 Penalty: 5181.728027
	Iteration 7Q: 3 clusters Score -3843862 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -3844798.250000 Penalty: 5181.728027
	Iteration 8Q: 3 clusters Score -3844798 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 24605 members 
Entering Unmasked Estep 
Score: -3845924.500000 Penalty: 5181.728027
	Iteration 9F: 3 clusters Score -3845924 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -3847147.750000 Penalty: 5181.728027
	Iteration 10F: 3 clusters Score -3847148 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -3848479.750000 Penalty: 5181.728027
	Iteration 11F: 3 clusters Score -3848480 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 29494 members 
Entering Unmasked Estep 
Score: -3849582.250000 Penalty: 5181.728027
	Iteration 12Q: 3 clusters Score -3849582 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -3850502.000000 Penalty: 5181.728027
	Iteration 13Q: 3 clusters Score -3850502 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -3851266.500000 Penalty: 5181.728027
	Iteration 14Q: 3 clusters Score -3851266 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 32477 members 
Entering Unmasked Estep 
Score: -3851791.750000 Penalty: 5181.728027
	Iteration 15Q: 3 clusters Score -3851792 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -3852183.750000 Penalty: 5181.728027
	Iteration 16Q: 3 clusters Score -3852184 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -3852415.750000 Penalty: 5181.728027
	Iteration 17Q: 3 clusters Score -3852416 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 33510 members 
Entering Unmasked Estep 
Score: -3852540.000000 Penalty: 5181.728027
	Iteration 18Q: 3 clusters Score -3852540 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 33650 members 
Entering Unmasked Estep 
Score: -3852649.500000 Penalty: 5181.728027
	Iteration 19Q: 3 clusters Score -3852650 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 33727 members 
Entering Unmasked Estep 
Score: -3852710.000000 Penalty: 5181.728027
	Iteration 20F: 3 clusters Score -3852710 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 33768 members 
Entering Unmasked Estep 
Score: -3852748.500000 Penalty: 5181.728027
	Iteration 21Q: 3 clusters Score -3852748 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 33803 members 
Entering Unmasked Estep 
Score: -3852773.000000 Penalty: 5181.728027
	Iteration 22Q: 3 clusters Score -3852773 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -3852796.500000 Penalty: 5181.728027
	Iteration 23Q: 3 clusters Score -3852796 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -3852806.750000 Penalty: 5181.728027
	Iteration 24Q: 3 clusters Score -3852807 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 33871 members 
Entering Unmasked Estep 
Score: -3852824.000000 Penalty: 5181.728027
	Iteration 25Q: 3 clusters Score -3852824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 33883 members 
Entering Unmasked Estep 
Score: -3852837.500000 Penalty: 5181.728027
	Iteration 26Q: 3 clusters Score -3852838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 33897 members 
Entering Unmasked Estep 
Score: -3852841.250000 Penalty: 5181.728027
	Iteration 27Q: 3 clusters Score -3852841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 33906 members 
Entering Unmasked Estep 
Score: -3852851.000000 Penalty: 5181.728027
	Iteration 28Q: 3 clusters Score -3852851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 33912 members 
Entering Unmasked Estep 
Score: -3852855.000000 Penalty: 5181.728027
	Iteration 29Q: 3 clusters Score -3852855 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -3852858.500000 Penalty: 5181.728027
	Iteration 30Q: 3 clusters Score -3852858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 33925 members 
Entering Unmasked Estep 
Score: -3852868.000000 Penalty: 5181.728027
	Iteration 31Q: 3 clusters Score -3852868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 33930 members 
Entering Unmasked Estep 
Score: -3852869.250000 Penalty: 5181.728027
	Iteration 32Q: 3 clusters Score -3852869 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -3852876.500000 Penalty: 5181.728027
	Iteration 33Q: 3 clusters Score -3852876 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 33944 members 
Entering Unmasked Estep 
Score: -3852882.750000 Penalty: 5181.728027
	Iteration 34Q: 3 clusters Score -3852883 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -3852886.750000 Penalty: 5181.728027
	Iteration 35Q: 3 clusters Score -3852887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 33952 members 
Entering Unmasked Estep 
Score: -3852894.500000 Penalty: 5181.728027
	Iteration 36Q: 3 clusters Score -3852894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -3852891.500000 Penalty: 5181.728027
	Iteration 37Q: 3 clusters Score -3852892 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -3852894.000000 Penalty: 5181.728027
	Iteration 38Q: 3 clusters Score -3852894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -3852896.250000 Penalty: 5181.728027
	Iteration 39Q: 3 clusters Score -3852896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -3852894.000000 Penalty: 5181.728027
	Iteration 40F: 3 clusters Score -3852894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -3852894.750000 Penalty: 5181.728027
	Iteration 41Q: 3 clusters Score -3852895 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -3852894.750000 Penalty: 5181.728027
	Iteration 42F: 3 clusters Score -3852895 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (29738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29738 members 
Entering Unmasked Estep 
Score: -3531210.000000 Penalty: 2554.445068
	Iteration 0F: 2 clusters Score -3531210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -3510890.250000 Penalty: 5108.890137
	Iteration 0F: 3 clusters Score -3510890 nChanged 13333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3518112.000000 Penalty: 5108.890137
	Iteration 1F: 3 clusters Score -3518112 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -3518573.000000 Penalty: 5108.890137
	Iteration 2Q: 3 clusters Score -3518573 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -3518943.750000 Penalty: 5108.890137
	Iteration 3Q: 3 clusters Score -3518944 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -3519312.500000 Penalty: 5108.890137
	Iteration 4Q: 3 clusters Score -3519312 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11960 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3519724.500000 Penalty: 5108.890137
	Iteration 5Q: 3 clusters Score -3519724 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 18874 members 
Entering Unmasked Estep 
Score: -3520285.000000 Penalty: 5108.890137
	Iteration 6Q: 3 clusters Score -3520285 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 20292 members 
Entering Unmasked Estep 
Score: -3521122.500000 Penalty: 5108.890137
	Iteration 7F: 3 clusters Score -3521122 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -3522305.250000 Penalty: 5108.890137
	Iteration 8F: 3 clusters Score -3522305 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -3523864.500000 Penalty: 5108.890137
	Iteration 9F: 3 clusters Score -3523864 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -3525626.000000 Penalty: 5108.890137
	Iteration 10F: 3 clusters Score -3525626 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 27482 members 
Entering Unmasked Estep 
Score: -3527119.000000 Penalty: 5108.890137
	Iteration 11F: 3 clusters Score -3527119 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -3528001.750000 Penalty: 5108.890137
	Iteration 12Q: 3 clusters Score -3528002 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 28926 members 
Entering Unmasked Estep 
Score: -3528453.500000 Penalty: 5108.890137
	Iteration 13Q: 3 clusters Score -3528454 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -3528680.250000 Penalty: 5108.890137
	Iteration 14Q: 3 clusters Score -3528680 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 29254 members 
Entering Unmasked Estep 
Score: -3528808.250000 Penalty: 5108.890137
	Iteration 15Q: 3 clusters Score -3528808 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 29307 members 
Entering Unmasked Estep 
Score: -3528875.750000 Penalty: 5108.890137
	Iteration 16Q: 3 clusters Score -3528876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
Score: -3528908.500000 Penalty: 5108.890137
	Iteration 17Q: 3 clusters Score -3528908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3528940.250000 Penalty: 5108.890137
	Iteration 18Q: 3 clusters Score -3528940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29368 members 
Entering Unmasked Estep 
Score: -3528959.750000 Penalty: 5108.890137
	Iteration 19Q: 3 clusters Score -3528960 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 29373 members 
Entering Unmasked Estep 
Score: -3528967.750000 Penalty: 5108.890137
	Iteration 20F: 3 clusters Score -3528968 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3528981.750000 Penalty: 5108.890137
	Iteration 21Q: 3 clusters Score -3528982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3528988.250000 Penalty: 5108.890137
	Iteration 22Q: 3 clusters Score -3528988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3528987.500000 Penalty: 5108.890137
	Iteration 23Q: 3 clusters Score -3528988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3528990.500000 Penalty: 5108.890137
	Iteration 24Q: 3 clusters Score -3528990 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29374 members 
Entering Unmasked Estep 
Score: -3528989.500000 Penalty: 5108.890137
	Iteration 25Q: 3 clusters Score -3528990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -3528994.500000 Penalty: 5108.890137
	Iteration 26Q: 3 clusters Score -3528994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -3528994.750000 Penalty: 5108.890137
	Iteration 27Q: 3 clusters Score -3528995 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -3529000.750000 Penalty: 5108.890137
	Iteration 28Q: 3 clusters Score -3529001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3529001.500000 Penalty: 5108.890137
	Iteration 29Q: 3 clusters Score -3529002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -3529004.500000 Penalty: 5108.890137
	Iteration 30Q: 3 clusters Score -3529004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -3529012.500000 Penalty: 5108.890137
	Iteration 31Q: 3 clusters Score -3529012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3529013.000000 Penalty: 5108.890137
	Iteration 32Q: 3 clusters Score -3529013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 29383 members 
Entering Unmasked Estep 
Score: -3529014.250000 Penalty: 5108.890137
	Iteration 33Q: 3 clusters Score -3529014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3529014.750000 Penalty: 5108.890137
	Iteration 34Q: 3 clusters Score -3529015 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29384 members 
Entering Unmasked Estep 
Score: -3529014.750000 Penalty: 5108.890137
	Iteration 35F: 3 clusters Score -3529015 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Entering Unmasked Estep 
Score: -408616.875000 Penalty: 2030.932617
	Iteration 0F: 2 clusters Score -408616.9 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 1850 members 
Entering Unmasked Estep 
Score: -405018.062500 Penalty: 4061.865234
	Iteration 0F: 3 clusters Score -405018.1 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -405744.812500 Penalty: 4061.865234
	Iteration 1F: 3 clusters Score -405744.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -405869.625000 Penalty: 4061.865234
	Iteration 2F: 3 clusters Score -405869.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -405943.000000 Penalty: 4061.865234
	Iteration 3Q: 3 clusters Score -405943 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -405996.281250 Penalty: 4061.865234
	Iteration 4Q: 3 clusters Score -405996.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -406045.062500 Penalty: 4061.865234
	Iteration 5Q: 3 clusters Score -406045.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -406091.000000 Penalty: 4061.865234
	Iteration 6Q: 3 clusters Score -406091 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -406130.250000 Penalty: 4061.865234
	Iteration 7Q: 3 clusters Score -406130.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -406166.562500 Penalty: 4061.865234
	Iteration 8Q: 3 clusters Score -406166.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -406216.562500 Penalty: 4061.865234
	Iteration 9Q: 3 clusters Score -406216.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -406269.593750 Penalty: 4061.865234
	Iteration 10Q: 3 clusters Score -406269.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -406315.250000 Penalty: 4061.865234
	Iteration 11Q: 3 clusters Score -406315.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -406357.625000 Penalty: 4061.865234
	Iteration 12Q: 3 clusters Score -406357.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -406390.093750 Penalty: 4061.865234
	Iteration 13Q: 3 clusters Score -406390.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -406426.968750 Penalty: 4061.865234
	Iteration 14Q: 3 clusters Score -406427 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -406456.468750 Penalty: 4061.865234
	Iteration 15Q: 3 clusters Score -406456.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -406481.375000 Penalty: 4061.865234
	Iteration 16Q: 3 clusters Score -406481.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -406505.250000 Penalty: 4061.865234
	Iteration 17Q: 3 clusters Score -406505.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -406531.031250 Penalty: 4061.865234
	Iteration 18Q: 3 clusters Score -406531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -406549.750000 Penalty: 4061.865234
	Iteration 19Q: 3 clusters Score -406549.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -406565.968750 Penalty: 4061.865234
	Iteration 20F: 3 clusters Score -406566 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -406576.437500 Penalty: 4061.865234
	Iteration 21Q: 3 clusters Score -406576.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -406586.468750 Penalty: 4061.865234
	Iteration 22Q: 3 clusters Score -406586.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -406598.750000 Penalty: 4061.865234
	Iteration 23Q: 3 clusters Score -406598.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -406610.062500 Penalty: 4061.865234
	Iteration 24Q: 3 clusters Score -406610.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -406624.156250 Penalty: 4061.865234
	Iteration 25Q: 3 clusters Score -406624.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -406635.718750 Penalty: 4061.865234
	Iteration 26Q: 3 clusters Score -406635.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -406646.500000 Penalty: 4061.865234
	Iteration 27Q: 3 clusters Score -406646.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -406655.531250 Penalty: 4061.865234
	Iteration 28Q: 3 clusters Score -406655.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -406663.125000 Penalty: 4061.865234
	Iteration 29Q: 3 clusters Score -406663.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -406669.000000 Penalty: 4061.865234
	Iteration 30Q: 3 clusters Score -406669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -406676.625000 Penalty: 4061.865234
	Iteration 31Q: 3 clusters Score -406676.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -406682.000000 Penalty: 4061.865234
	Iteration 32Q: 3 clusters Score -406682 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -406685.750000 Penalty: 4061.865234
	Iteration 33Q: 3 clusters Score -406685.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -406688.812500 Penalty: 4061.865234
	Iteration 34Q: 3 clusters Score -406688.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -406693.343750 Penalty: 4061.865234
	Iteration 35Q: 3 clusters Score -406693.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -406699.625000 Penalty: 4061.865234
	Iteration 36Q: 3 clusters Score -406699.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -406704.031250 Penalty: 4061.865234
	Iteration 37Q: 3 clusters Score -406704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -406710.500000 Penalty: 4061.865234
	Iteration 38Q: 3 clusters Score -406710.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -406712.031250 Penalty: 4061.865234
	Iteration 39Q: 3 clusters Score -406712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -406712.875000 Penalty: 4061.865234
	Iteration 40F: 3 clusters Score -406712.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -406714.656250 Penalty: 4061.865234
	Iteration 41Q: 3 clusters Score -406714.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -406715.187500 Penalty: 4061.865234
	Iteration 42Q: 3 clusters Score -406715.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -406715.718750 Penalty: 4061.865234
	Iteration 43Q: 3 clusters Score -406715.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -406715.718750 Penalty: 4061.865234
	Iteration 44F: 3 clusters Score -406715.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Entering Unmasked Estep 
Score: -875994.062500 Penalty: 2252.348877
	Iteration 0F: 2 clusters Score -875994.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -869047.750000 Penalty: 4504.697754
	Iteration 0F: 3 clusters Score -869047.8 nChanged 3631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -871149.750000 Penalty: 4504.697754
	Iteration 1F: 3 clusters Score -871149.8 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -871545.875000 Penalty: 4504.697754
	Iteration 2F: 3 clusters Score -871545.9 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -871851.562500 Penalty: 4504.697754
	Iteration 3F: 3 clusters Score -871851.6 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -872104.875000 Penalty: 4504.697754
	Iteration 4Q: 3 clusters Score -872104.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -872364.875000 Penalty: 4504.697754
	Iteration 5Q: 3 clusters Score -872364.9 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -872655.062500 Penalty: 4504.697754
	Iteration 6Q: 3 clusters Score -872655.1 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 4105 members 
Entering Unmasked Estep 
Score: -872910.375000 Penalty: 4504.697754
	Iteration 7Q: 3 clusters Score -872910.4 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 4042 members 
Entering Unmasked Estep 
Score: -873110.250000 Penalty: 4504.697754
	Iteration 8Q: 3 clusters Score -873110.2 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -873266.062500 Penalty: 4504.697754
	Iteration 9Q: 3 clusters Score -873266.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -873409.187500 Penalty: 4504.697754
	Iteration 10Q: 3 clusters Score -873409.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -873527.250000 Penalty: 4504.697754
	Iteration 11Q: 3 clusters Score -873527.2 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -873636.562500 Penalty: 4504.697754
	Iteration 12Q: 3 clusters Score -873636.6 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -873724.687500 Penalty: 4504.697754
	Iteration 13Q: 3 clusters Score -873724.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -873780.625000 Penalty: 4504.697754
	Iteration 14Q: 3 clusters Score -873780.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -873827.937500 Penalty: 4504.697754
	Iteration 15Q: 3 clusters Score -873827.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -873874.000000 Penalty: 4504.697754
	Iteration 16Q: 3 clusters Score -873874 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -873914.937500 Penalty: 4504.697754
	Iteration 17Q: 3 clusters Score -873914.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -873941.812500 Penalty: 4504.697754
	Iteration 18Q: 3 clusters Score -873941.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -873967.812500 Penalty: 4504.697754
	Iteration 19Q: 3 clusters Score -873967.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -873997.875000 Penalty: 4504.697754
	Iteration 20F: 3 clusters Score -873997.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -874026.312500 Penalty: 4504.697754
	Iteration 21Q: 3 clusters Score -874026.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -874052.437500 Penalty: 4504.697754
	Iteration 22Q: 3 clusters Score -874052.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -874067.562500 Penalty: 4504.697754
	Iteration 23Q: 3 clusters Score -874067.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -874089.312500 Penalty: 4504.697754
	Iteration 24Q: 3 clusters Score -874089.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -874102.125000 Penalty: 4504.697754
	Iteration 25Q: 3 clusters Score -874102.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -874111.187500 Penalty: 4504.697754
	Iteration 26Q: 3 clusters Score -874111.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -874123.312500 Penalty: 4504.697754
	Iteration 27Q: 3 clusters Score -874123.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -874129.500000 Penalty: 4504.697754
	Iteration 28Q: 3 clusters Score -874129.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -874136.875000 Penalty: 4504.697754
	Iteration 29Q: 3 clusters Score -874136.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -874137.375000 Penalty: 4504.697754
	Iteration 30Q: 3 clusters Score -874137.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -874141.187500 Penalty: 4504.697754
	Iteration 31Q: 3 clusters Score -874141.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -874146.000000 Penalty: 4504.697754
	Iteration 32Q: 3 clusters Score -874146 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -874149.937500 Penalty: 4504.697754
	Iteration 33Q: 3 clusters Score -874149.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -874154.875000 Penalty: 4504.697754
	Iteration 34Q: 3 clusters Score -874154.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 3411 members 
Entering Unmasked Estep 
Score: -874153.750000 Penalty: 4504.697754
	Iteration 35Q: 3 clusters Score -874153.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -874156.500000 Penalty: 4504.697754
	Iteration 36Q: 3 clusters Score -874156.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -874156.812500 Penalty: 4504.697754
	Iteration 37Q: 3 clusters Score -874156.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -874157.312500 Penalty: 4504.697754
	Iteration 38Q: 3 clusters Score -874157.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -874158.000000 Penalty: 4504.697754
	Iteration 39Q: 3 clusters Score -874158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -874160.500000 Penalty: 4504.697754
	Iteration 40F: 3 clusters Score -874160.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -874163.187500 Penalty: 4504.697754
	Iteration 41Q: 3 clusters Score -874163.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -874163.500000 Penalty: 4504.697754
	Iteration 42Q: 3 clusters Score -874163.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -874165.062500 Penalty: 4504.697754
	Iteration 43Q: 3 clusters Score -874165.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -874164.750000 Penalty: 4504.697754
	Iteration 44Q: 3 clusters Score -874164.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -874166.062500 Penalty: 4504.697754
	Iteration 45Q: 3 clusters Score -874166.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -874168.000000 Penalty: 4504.697754
	Iteration 46Q: 3 clusters Score -874168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -874171.562500 Penalty: 4504.697754
	Iteration 47Q: 3 clusters Score -874171.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 3338 members 
Entering Unmasked Estep 
Score: -874172.625000 Penalty: 4504.697754
	Iteration 48Q: 3 clusters Score -874172.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -874174.250000 Penalty: 4504.697754
	Iteration 49Q: 3 clusters Score -874174.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -874174.437500 Penalty: 4504.697754
	Iteration 50Q: 3 clusters Score -874174.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -874174.562500 Penalty: 4504.697754
	Iteration 51Q: 3 clusters Score -874174.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -874176.937500 Penalty: 4504.697754
	Iteration 52Q: 3 clusters Score -874176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -874176.187500 Penalty: 4504.697754
	Iteration 53Q: 3 clusters Score -874176.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -874180.500000 Penalty: 4504.697754
	Iteration 54Q: 3 clusters Score -874180.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -874180.437500 Penalty: 4504.697754
	Iteration 55Q: 3 clusters Score -874180.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -874182.437500 Penalty: 4504.697754
	Iteration 56Q: 3 clusters Score -874182.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -874183.437500 Penalty: 4504.697754
	Iteration 57Q: 3 clusters Score -874183.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -874182.375000 Penalty: 4504.697754
	Iteration 58Q: 3 clusters Score -874182.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -874183.812500 Penalty: 4504.697754
	Iteration 59Q: 3 clusters Score -874183.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -874185.312500 Penalty: 4504.697754
	Iteration 60F: 3 clusters Score -874185.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -874184.187500 Penalty: 4504.697754
	Iteration 61Q: 3 clusters Score -874184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -874186.687500 Penalty: 4504.697754
	Iteration 62Q: 3 clusters Score -874186.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -874189.187500 Penalty: 4504.697754
	Iteration 63Q: 3 clusters Score -874189.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -874192.937500 Penalty: 4504.697754
	Iteration 64Q: 3 clusters Score -874192.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -874195.250000 Penalty: 4504.697754
	Iteration 65Q: 3 clusters Score -874195.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 3209 members 
Entering Unmasked Estep 
Score: -874198.875000 Penalty: 4504.697754
	Iteration 66Q: 3 clusters Score -874198.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -874204.062500 Penalty: 4504.697754
	Iteration 67Q: 3 clusters Score -874204.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -874212.500000 Penalty: 4504.697754
	Iteration 68Q: 3 clusters Score -874212.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -874217.500000 Penalty: 4504.697754
	Iteration 69Q: 3 clusters Score -874217.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -874226.375000 Penalty: 4504.697754
	Iteration 70Q: 3 clusters Score -874226.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -874237.125000 Penalty: 4504.697754
	Iteration 71Q: 3 clusters Score -874237.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -874242.750000 Penalty: 4504.697754
	Iteration 72Q: 3 clusters Score -874242.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -874248.750000 Penalty: 4504.697754
	Iteration 73Q: 3 clusters Score -874248.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -874259.437500 Penalty: 4504.697754
	Iteration 74Q: 3 clusters Score -874259.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -874270.687500 Penalty: 4504.697754
	Iteration 75Q: 3 clusters Score -874270.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -874284.875000 Penalty: 4504.697754
	Iteration 76Q: 3 clusters Score -874284.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -874307.312500 Penalty: 4504.697754
	Iteration 77Q: 3 clusters Score -874307.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -874338.562500 Penalty: 4504.697754
	Iteration 78Q: 3 clusters Score -874338.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -874365.812500 Penalty: 4504.697754
	Iteration 79Q: 3 clusters Score -874365.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -874392.687500 Penalty: 4504.697754
	Iteration 80F: 3 clusters Score -874392.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -874417.312500 Penalty: 4504.697754
	Iteration 81Q: 3 clusters Score -874417.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -874434.250000 Penalty: 4504.697754
	Iteration 82Q: 3 clusters Score -874434.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -874454.937500 Penalty: 4504.697754
	Iteration 83Q: 3 clusters Score -874454.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -874483.375000 Penalty: 4504.697754
	Iteration 84Q: 3 clusters Score -874483.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -874510.750000 Penalty: 4504.697754
	Iteration 85Q: 3 clusters Score -874510.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -874541.500000 Penalty: 4504.697754
	Iteration 86Q: 3 clusters Score -874541.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -874581.062500 Penalty: 4504.697754
	Iteration 87Q: 3 clusters Score -874581.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -874629.937500 Penalty: 4504.697754
	Iteration 88Q: 3 clusters Score -874629.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -874686.562500 Penalty: 4504.697754
	Iteration 89Q: 3 clusters Score -874686.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -874735.500000 Penalty: 4504.697754
	Iteration 90Q: 3 clusters Score -874735.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -874769.875000 Penalty: 4504.697754
	Iteration 91Q: 3 clusters Score -874769.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -874790.625000 Penalty: 4504.697754
	Iteration 92Q: 3 clusters Score -874790.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -874809.625000 Penalty: 4504.697754
	Iteration 93Q: 3 clusters Score -874809.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6528 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -874828.375000 Penalty: 4504.697754
	Iteration 94Q: 3 clusters Score -874828.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -874844.187500 Penalty: 4504.697754
	Iteration 95Q: 3 clusters Score -874844.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -874856.500000 Penalty: 4504.697754
	Iteration 96Q: 3 clusters Score -874856.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -874869.750000 Penalty: 4504.697754
	Iteration 97Q: 3 clusters Score -874869.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -874879.812500 Penalty: 4504.697754
	Iteration 98Q: 3 clusters Score -874879.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -874887.250000 Penalty: 4504.697754
	Iteration 99Q: 3 clusters Score -874887.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6641 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -874895.062500 Penalty: 4504.697754
	Iteration 100F: 3 clusters Score -874895.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -874898.875000 Penalty: 4504.697754
	Iteration 101Q: 3 clusters Score -874898.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -874901.062500 Penalty: 4504.697754
	Iteration 102Q: 3 clusters Score -874901.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -874901.875000 Penalty: 4504.697754
	Iteration 103Q: 3 clusters Score -874901.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -874904.687500 Penalty: 4504.697754
	Iteration 104Q: 3 clusters Score -874904.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -874905.812500 Penalty: 4504.697754
	Iteration 105Q: 3 clusters Score -874905.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6678 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -874908.812500 Penalty: 4504.697754
	Iteration 106Q: 3 clusters Score -874908.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -874911.312500 Penalty: 4504.697754
	Iteration 107Q: 3 clusters Score -874911.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -874910.812500 Penalty: 4504.697754
	Iteration 108Q: 3 clusters Score -874910.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -874910.562500 Penalty: 4504.697754
	Iteration 109Q: 3 clusters Score -874910.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -874912.375000 Penalty: 4504.697754
	Iteration 110Q: 3 clusters Score -874912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -874913.687500 Penalty: 4504.697754
	Iteration 111Q: 3 clusters Score -874913.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -874912.687500 Penalty: 4504.697754
	Iteration 112Q: 3 clusters Score -874912.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -874912.437500 Penalty: 4504.697754
	Iteration 113Q: 3 clusters Score -874912.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -874912.437500 Penalty: 4504.697754
	Iteration 114F: 3 clusters Score -874912.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Entering Unmasked Estep 
Score: -1583994.000000 Penalty: 2354.328857
	Iteration 0F: 2 clusters Score -1583994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -1574250.375000 Penalty: 4708.657715
	Iteration 0F: 3 clusters Score -1574250 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 6441 members 
Entering Unmasked Estep 
Score: -1577339.375000 Penalty: 4708.657715
	Iteration 1F: 3 clusters Score -1577339 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -1577769.375000 Penalty: 4708.657715
	Iteration 2F: 3 clusters Score -1577769 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -1578096.125000 Penalty: 4708.657715
	Iteration 3F: 3 clusters Score -1578096 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1578364.000000 Penalty: 4708.657715
	Iteration 4Q: 3 clusters Score -1578364 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -1578597.750000 Penalty: 4708.657715
	Iteration 5Q: 3 clusters Score -1578598 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1578814.875000 Penalty: 4708.657715
	Iteration 6Q: 3 clusters Score -1578815 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1579046.500000 Penalty: 4708.657715
	Iteration 7Q: 3 clusters Score -1579046 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1579276.500000 Penalty: 4708.657715
	Iteration 8Q: 3 clusters Score -1579276 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -1579521.500000 Penalty: 4708.657715
	Iteration 9Q: 3 clusters Score -1579522 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7907 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -1579790.500000 Penalty: 4708.657715
	Iteration 10Q: 3 clusters Score -1579790 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -1580084.125000 Penalty: 4708.657715
	Iteration 11Q: 3 clusters Score -1580084 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1580346.875000 Penalty: 4708.657715
	Iteration 12Q: 3 clusters Score -1580347 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1580613.375000 Penalty: 4708.657715
	Iteration 13Q: 3 clusters Score -1580613 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -1580854.625000 Penalty: 4708.657715
	Iteration 14Q: 3 clusters Score -1580855 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1581032.625000 Penalty: 4708.657715
	Iteration 15Q: 3 clusters Score -1581033 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1581200.375000 Penalty: 4708.657715
	Iteration 16Q: 3 clusters Score -1581200 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1581349.625000 Penalty: 4708.657715
	Iteration 17Q: 3 clusters Score -1581350 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1581461.125000 Penalty: 4708.657715
	Iteration 18Q: 3 clusters Score -1581461 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1581555.375000 Penalty: 4708.657715
	Iteration 19Q: 3 clusters Score -1581555 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1581617.000000 Penalty: 4708.657715
	Iteration 20F: 3 clusters Score -1581617 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -1581662.875000 Penalty: 4708.657715
	Iteration 21Q: 3 clusters Score -1581663 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9896 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1581701.750000 Penalty: 4708.657715
	Iteration 22Q: 3 clusters Score -1581702 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1581727.875000 Penalty: 4708.657715
	Iteration 23Q: 3 clusters Score -1581728 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1581750.750000 Penalty: 4708.657715
	Iteration 24Q: 3 clusters Score -1581751 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -1581774.125000 Penalty: 4708.657715
	Iteration 25Q: 3 clusters Score -1581774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -1581790.375000 Penalty: 4708.657715
	Iteration 26Q: 3 clusters Score -1581790 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1581807.500000 Penalty: 4708.657715
	Iteration 27Q: 3 clusters Score -1581808 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1581826.125000 Penalty: 4708.657715
	Iteration 28Q: 3 clusters Score -1581826 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -1581844.250000 Penalty: 4708.657715
	Iteration 29Q: 3 clusters Score -1581844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -1581858.250000 Penalty: 4708.657715
	Iteration 30Q: 3 clusters Score -1581858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1581873.625000 Penalty: 4708.657715
	Iteration 31Q: 3 clusters Score -1581874 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1581883.125000 Penalty: 4708.657715
	Iteration 32Q: 3 clusters Score -1581883 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -1581889.250000 Penalty: 4708.657715
	Iteration 33Q: 3 clusters Score -1581889 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1581898.125000 Penalty: 4708.657715
	Iteration 34Q: 3 clusters Score -1581898 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1581899.000000 Penalty: 4708.657715
	Iteration 35Q: 3 clusters Score -1581899 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -1581900.500000 Penalty: 4708.657715
	Iteration 36Q: 3 clusters Score -1581900 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10506 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1581903.125000 Penalty: 4708.657715
	Iteration 37Q: 3 clusters Score -1581903 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -1581905.375000 Penalty: 4708.657715
	Iteration 38Q: 3 clusters Score -1581905 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1581905.500000 Penalty: 4708.657715
	Iteration 39Q: 3 clusters Score -1581906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1581910.000000 Penalty: 4708.657715
	Iteration 40F: 3 clusters Score -1581910 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10529 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1581909.375000 Penalty: 4708.657715
	Iteration 41Q: 3 clusters Score -1581909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1581911.125000 Penalty: 4708.657715
	Iteration 42Q: 3 clusters Score -1581911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -1581910.875000 Penalty: 4708.657715
	Iteration 43Q: 3 clusters Score -1581911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1581911.125000 Penalty: 4708.657715
	Iteration 44Q: 3 clusters Score -1581911 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1581911.125000 Penalty: 4708.657715
	Iteration 45F: 3 clusters Score -1581911 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (51784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51784 members 
Entering Unmasked Estep 
Score: -6181028.500000 Penalty: 2691.999512
	Iteration 0F: 2 clusters Score -6181028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 26017 members 
Entering Unmasked Estep 
Score: -6146215.500000 Penalty: 5383.999023
	Iteration 0F: 3 clusters Score -6146216 nChanged 23799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24534 members 
Mstep: Class 2 contains 27250 members 
Entering Unmasked Estep 
Score: -6159428.500000 Penalty: 5383.999023
	Iteration 1F: 3 clusters Score -6159428 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23806 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -6160122.000000 Penalty: 5383.999023
	Iteration 2Q: 3 clusters Score -6160122 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22842 members 
Mstep: Class 2 contains 28942 members 
Entering Unmasked Estep 
Score: -6160842.000000 Penalty: 5383.999023
	Iteration 3Q: 3 clusters Score -6160842 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 30351 members 
Entering Unmasked Estep 
Score: -6161815.000000 Penalty: 5383.999023
	Iteration 4Q: 3 clusters Score -6161815 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 32230 members 
Entering Unmasked Estep 
Score: -6163227.000000 Penalty: 5383.999023
	Iteration 5F: 3 clusters Score -6163227 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 34517 members 
Entering Unmasked Estep 
Score: -6165052.500000 Penalty: 5383.999023
	Iteration 6F: 3 clusters Score -6165052 nChanged 3367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -6167540.500000 Penalty: 5383.999023
	Iteration 7F: 3 clusters Score -6167540 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11481 members 
Mstep: Class 2 contains 40303 members 
Entering Unmasked Estep 
Score: -6170499.500000 Penalty: 5383.999023
	Iteration 8F: 3 clusters Score -6170500 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 42942 members 
Entering Unmasked Estep 
Score: -6173410.000000 Penalty: 5383.999023
	Iteration 9F: 3 clusters Score -6173410 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -6175771.000000 Penalty: 5383.999023
	Iteration 10Q: 3 clusters Score -6175771 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -6177498.000000 Penalty: 5383.999023
	Iteration 11Q: 3 clusters Score -6177498 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 46003 members 
Entering Unmasked Estep 
Score: -6178366.500000 Penalty: 5383.999023
	Iteration 12Q: 3 clusters Score -6178366 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 46208 members 
Entering Unmasked Estep 
Score: -6178744.000000 Penalty: 5383.999023
	Iteration 13Q: 3 clusters Score -6178744 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 46325 members 
Entering Unmasked Estep 
Score: -6178950.500000 Penalty: 5383.999023
	Iteration 14Q: 3 clusters Score -6178950 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 46409 members 
Entering Unmasked Estep 
Score: -6179029.500000 Penalty: 5383.999023
	Iteration 15Q: 3 clusters Score -6179030 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 46468 members 
Entering Unmasked Estep 
Score: -6179097.000000 Penalty: 5383.999023
	Iteration 16Q: 3 clusters Score -6179097 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -6179132.000000 Penalty: 5383.999023
	Iteration 17Q: 3 clusters Score -6179132 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 46542 members 
Entering Unmasked Estep 
Score: -6179170.000000 Penalty: 5383.999023
	Iteration 18Q: 3 clusters Score -6179170 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -6179175.500000 Penalty: 5383.999023
	Iteration 19Q: 3 clusters Score -6179176 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -6179192.000000 Penalty: 5383.999023
	Iteration 20F: 3 clusters Score -6179192 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 46547 members 
Entering Unmasked Estep 
Score: -6179200.500000 Penalty: 5383.999023
	Iteration 21Q: 3 clusters Score -6179200 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -6179196.500000 Penalty: 5383.999023
	Iteration 22Q: 3 clusters Score -6179196 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6179201.500000 Penalty: 5383.999023
	Iteration 23Q: 3 clusters Score -6179202 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -6179213.000000 Penalty: 5383.999023
	Iteration 24Q: 3 clusters Score -6179213 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 46557 members 
Entering Unmasked Estep 
Score: -6179215.500000 Penalty: 5383.999023
	Iteration 25Q: 3 clusters Score -6179216 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 46559 members 
Entering Unmasked Estep 
Score: -6179222.000000 Penalty: 5383.999023
	Iteration 26Q: 3 clusters Score -6179222 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -6179230.000000 Penalty: 5383.999023
	Iteration 27Q: 3 clusters Score -6179230 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -6179216.000000 Penalty: 5383.999023
	Iteration 28Q: 3 clusters Score -6179216 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 46558 members 
Entering Unmasked Estep 
Score: -6179228.000000 Penalty: 5383.999023
	Iteration 29Q: 3 clusters Score -6179228 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 46554 members 
Entering Unmasked Estep 
Score: -6179226.500000 Penalty: 5383.999023
	Iteration 30Q: 3 clusters Score -6179226 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 46551 members 
Entering Unmasked Estep 
Score: -6179225.000000 Penalty: 5383.999023
	Iteration 31Q: 3 clusters Score -6179225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -6179220.000000 Penalty: 5383.999023
	Iteration 32Q: 3 clusters Score -6179220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 46544 members 
Entering Unmasked Estep 
Score: -6179221.500000 Penalty: 5383.999023
	Iteration 33Q: 3 clusters Score -6179222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -6179222.000000 Penalty: 5383.999023
	Iteration 34Q: 3 clusters Score -6179222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -6179226.500000 Penalty: 5383.999023
	Iteration 35Q: 3 clusters Score -6179226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 46531 members 
Entering Unmasked Estep 
Score: -6179226.000000 Penalty: 5383.999023
	Iteration 36Q: 3 clusters Score -6179226 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -6179222.500000 Penalty: 5383.999023
	Iteration 37Q: 3 clusters Score -6179222 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 46534 members 
Entering Unmasked Estep 
Score: -6179221.500000 Penalty: 5383.999023
	Iteration 38Q: 3 clusters Score -6179222 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -6179228.500000 Penalty: 5383.999023
	Iteration 39Q: 3 clusters Score -6179228 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -6179225.000000 Penalty: 5383.999023
	Iteration 40F: 3 clusters Score -6179225 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 46533 members 
Entering Unmasked Estep 
Score: -6179231.500000 Penalty: 5383.999023
	Iteration 41Q: 3 clusters Score -6179232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -6179229.500000 Penalty: 5383.999023
	Iteration 42Q: 3 clusters Score -6179230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 46532 members 
Entering Unmasked Estep 
Score: -6179229.500000 Penalty: 5383.999023
	Iteration 43F: 3 clusters Score -6179230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Entering Unmasked Estep 
Score: -1092826.250000 Penalty: 2330.226074
	Iteration 0F: 2 clusters Score -1092826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1083853.750000 Penalty: 4660.452148
	Iteration 0F: 3 clusters Score -1083854 nChanged 5092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -1086736.875000 Penalty: 4660.452148
	Iteration 1F: 3 clusters Score -1086737 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1087391.500000 Penalty: 4660.452148
	Iteration 2F: 3 clusters Score -1087392 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -1087968.250000 Penalty: 4660.452148
	Iteration 3F: 3 clusters Score -1087968 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1088481.375000 Penalty: 4660.452148
	Iteration 4F: 3 clusters Score -1088481 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1088972.250000 Penalty: 4660.452148
	Iteration 5F: 3 clusters Score -1088972 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -1089396.125000 Penalty: 4660.452148
	Iteration 6F: 3 clusters Score -1089396 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1089677.625000 Penalty: 4660.452148
	Iteration 7Q: 3 clusters Score -1089678 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1089862.500000 Penalty: 4660.452148
	Iteration 8Q: 3 clusters Score -1089862 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1089990.250000 Penalty: 4660.452148
	Iteration 9Q: 3 clusters Score -1089990 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1090079.500000 Penalty: 4660.452148
	Iteration 10Q: 3 clusters Score -1090080 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1090149.500000 Penalty: 4660.452148
	Iteration 11Q: 3 clusters Score -1090150 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -1090202.125000 Penalty: 4660.452148
	Iteration 12Q: 3 clusters Score -1090202 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1090243.750000 Penalty: 4660.452148
	Iteration 13Q: 3 clusters Score -1090244 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1090278.375000 Penalty: 4660.452148
	Iteration 14Q: 3 clusters Score -1090278 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1090307.125000 Penalty: 4660.452148
	Iteration 15Q: 3 clusters Score -1090307 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1090323.125000 Penalty: 4660.452148
	Iteration 16Q: 3 clusters Score -1090323 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1090340.250000 Penalty: 4660.452148
	Iteration 17Q: 3 clusters Score -1090340 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1090353.500000 Penalty: 4660.452148
	Iteration 18Q: 3 clusters Score -1090354 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1090372.500000 Penalty: 4660.452148
	Iteration 19Q: 3 clusters Score -1090372 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1090379.125000 Penalty: 4660.452148
	Iteration 20F: 3 clusters Score -1090379 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1090394.625000 Penalty: 4660.452148
	Iteration 21Q: 3 clusters Score -1090395 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1090408.625000 Penalty: 4660.452148
	Iteration 22Q: 3 clusters Score -1090409 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -1090422.625000 Penalty: 4660.452148
	Iteration 23Q: 3 clusters Score -1090423 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1090432.875000 Penalty: 4660.452148
	Iteration 24Q: 3 clusters Score -1090433 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1090443.125000 Penalty: 4660.452148
	Iteration 25Q: 3 clusters Score -1090443 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1090451.125000 Penalty: 4660.452148
	Iteration 26Q: 3 clusters Score -1090451 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -1090457.750000 Penalty: 4660.452148
	Iteration 27Q: 3 clusters Score -1090458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -1090470.250000 Penalty: 4660.452148
	Iteration 28Q: 3 clusters Score -1090470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1090484.625000 Penalty: 4660.452148
	Iteration 29Q: 3 clusters Score -1090485 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -1090491.875000 Penalty: 4660.452148
	Iteration 30Q: 3 clusters Score -1090492 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1090505.875000 Penalty: 4660.452148
	Iteration 31Q: 3 clusters Score -1090506 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1090531.125000 Penalty: 4660.452148
	Iteration 32Q: 3 clusters Score -1090531 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1090564.625000 Penalty: 4660.452148
	Iteration 33Q: 3 clusters Score -1090565 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1090601.000000 Penalty: 4660.452148
	Iteration 34Q: 3 clusters Score -1090601 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1090634.875000 Penalty: 4660.452148
	Iteration 35Q: 3 clusters Score -1090635 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1090661.625000 Penalty: 4660.452148
	Iteration 36Q: 3 clusters Score -1090662 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -1090692.000000 Penalty: 4660.452148
	Iteration 37Q: 3 clusters Score -1090692 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1090719.125000 Penalty: 4660.452148
	Iteration 38Q: 3 clusters Score -1090719 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -1090750.625000 Penalty: 4660.452148
	Iteration 39Q: 3 clusters Score -1090751 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1090777.625000 Penalty: 4660.452148
	Iteration 40F: 3 clusters Score -1090778 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1090800.875000 Penalty: 4660.452148
	Iteration 41Q: 3 clusters Score -1090801 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1090824.375000 Penalty: 4660.452148
	Iteration 42Q: 3 clusters Score -1090824 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -1090837.250000 Penalty: 4660.452148
	Iteration 43Q: 3 clusters Score -1090837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1090855.125000 Penalty: 4660.452148
	Iteration 44Q: 3 clusters Score -1090855 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -1090873.500000 Penalty: 4660.452148
	Iteration 45Q: 3 clusters Score -1090874 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1090888.125000 Penalty: 4660.452148
	Iteration 46Q: 3 clusters Score -1090888 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -1090907.250000 Penalty: 4660.452148
	Iteration 47Q: 3 clusters Score -1090907 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1090919.750000 Penalty: 4660.452148
	Iteration 48Q: 3 clusters Score -1090920 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1090934.750000 Penalty: 4660.452148
	Iteration 49Q: 3 clusters Score -1090935 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -1090947.625000 Penalty: 4660.452148
	Iteration 50Q: 3 clusters Score -1090948 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -1090951.250000 Penalty: 4660.452148
	Iteration 51Q: 3 clusters Score -1090951 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1090957.875000 Penalty: 4660.452148
	Iteration 52Q: 3 clusters Score -1090958 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1090967.625000 Penalty: 4660.452148
	Iteration 53Q: 3 clusters Score -1090968 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1090976.875000 Penalty: 4660.452148
	Iteration 54Q: 3 clusters Score -1090977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1090984.125000 Penalty: 4660.452148
	Iteration 55Q: 3 clusters Score -1090984 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1090992.375000 Penalty: 4660.452148
	Iteration 56Q: 3 clusters Score -1090992 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -1091000.250000 Penalty: 4660.452148
	Iteration 57Q: 3 clusters Score -1091000 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -1091013.125000 Penalty: 4660.452148
	Iteration 58Q: 3 clusters Score -1091013 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -1091022.125000 Penalty: 4660.452148
	Iteration 59Q: 3 clusters Score -1091022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1091033.375000 Penalty: 4660.452148
	Iteration 60F: 3 clusters Score -1091033 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1091044.125000 Penalty: 4660.452148
	Iteration 61Q: 3 clusters Score -1091044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1091052.375000 Penalty: 4660.452148
	Iteration 62Q: 3 clusters Score -1091052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1091055.250000 Penalty: 4660.452148
	Iteration 63Q: 3 clusters Score -1091055 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1091060.125000 Penalty: 4660.452148
	Iteration 64Q: 3 clusters Score -1091060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -1091067.125000 Penalty: 4660.452148
	Iteration 65Q: 3 clusters Score -1091067 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1091076.500000 Penalty: 4660.452148
	Iteration 66Q: 3 clusters Score -1091076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -1091085.000000 Penalty: 4660.452148
	Iteration 67Q: 3 clusters Score -1091085 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1091094.000000 Penalty: 4660.452148
	Iteration 68Q: 3 clusters Score -1091094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -1091100.125000 Penalty: 4660.452148
	Iteration 69Q: 3 clusters Score -1091100 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1091104.625000 Penalty: 4660.452148
	Iteration 70Q: 3 clusters Score -1091105 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1091111.000000 Penalty: 4660.452148
	Iteration 71Q: 3 clusters Score -1091111 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9545 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1091116.625000 Penalty: 4660.452148
	Iteration 72Q: 3 clusters Score -1091117 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1091114.875000 Penalty: 4660.452148
	Iteration 73Q: 3 clusters Score -1091115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1091120.000000 Penalty: 4660.452148
	Iteration 74Q: 3 clusters Score -1091120 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1091125.875000 Penalty: 4660.452148
	Iteration 75Q: 3 clusters Score -1091126 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1091133.125000 Penalty: 4660.452148
	Iteration 76Q: 3 clusters Score -1091133 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1091133.750000 Penalty: 4660.452148
	Iteration 77Q: 3 clusters Score -1091134 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -1091138.125000 Penalty: 4660.452148
	Iteration 78Q: 3 clusters Score -1091138 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1091142.000000 Penalty: 4660.452148
	Iteration 79Q: 3 clusters Score -1091142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -1091144.875000 Penalty: 4660.452148
	Iteration 80F: 3 clusters Score -1091145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -1091146.875000 Penalty: 4660.452148
	Iteration 81Q: 3 clusters Score -1091147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1091154.500000 Penalty: 4660.452148
	Iteration 82Q: 3 clusters Score -1091154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1091152.250000 Penalty: 4660.452148
	Iteration 83Q: 3 clusters Score -1091152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1091155.000000 Penalty: 4660.452148
	Iteration 84Q: 3 clusters Score -1091155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -1091158.125000 Penalty: 4660.452148
	Iteration 85Q: 3 clusters Score -1091158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1091162.625000 Penalty: 4660.452148
	Iteration 86Q: 3 clusters Score -1091163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -1091162.625000 Penalty: 4660.452148
	Iteration 87Q: 3 clusters Score -1091163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1091165.625000 Penalty: 4660.452148
	Iteration 88Q: 3 clusters Score -1091166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9743 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1091166.500000 Penalty: 4660.452148
	Iteration 89Q: 3 clusters Score -1091166 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1091166.750000 Penalty: 4660.452148
	Iteration 90Q: 3 clusters Score -1091167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1091166.625000 Penalty: 4660.452148
	Iteration 91Q: 3 clusters Score -1091167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1091166.625000 Penalty: 4660.452148
	Iteration 92F: 3 clusters Score -1091167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19362 members 
Entering Unmasked Estep 
Score: -2174322.000000 Penalty: 2448.024902
	Iteration 0F: 2 clusters Score -2174322 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2160689.000000 Penalty: 4896.049805
	Iteration 0F: 3 clusters Score -2160689 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9644 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2165368.500000 Penalty: 4896.049805
	Iteration 1F: 3 clusters Score -2165368 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -2165884.000000 Penalty: 4896.049805
	Iteration 2F: 3 clusters Score -2165884 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -2166377.500000 Penalty: 4896.049805
	Iteration 3F: 3 clusters Score -2166378 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2166866.500000 Penalty: 4896.049805
	Iteration 4F: 3 clusters Score -2166866 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -2167318.750000 Penalty: 4896.049805
	Iteration 5F: 3 clusters Score -2167319 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2167778.750000 Penalty: 4896.049805
	Iteration 6Q: 3 clusters Score -2167779 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2168209.500000 Penalty: 4896.049805
	Iteration 7Q: 3 clusters Score -2168210 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2168576.750000 Penalty: 4896.049805
	Iteration 8Q: 3 clusters Score -2168577 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2168942.500000 Penalty: 4896.049805
	Iteration 9Q: 3 clusters Score -2168942 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -2169245.000000 Penalty: 4896.049805
	Iteration 10Q: 3 clusters Score -2169245 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -2169511.250000 Penalty: 4896.049805
	Iteration 11Q: 3 clusters Score -2169511 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2169752.250000 Penalty: 4896.049805
	Iteration 12Q: 3 clusters Score -2169752 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -2169992.000000 Penalty: 4896.049805
	Iteration 13Q: 3 clusters Score -2169992 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2170214.000000 Penalty: 4896.049805
	Iteration 14Q: 3 clusters Score -2170214 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -2170375.500000 Penalty: 4896.049805
	Iteration 15Q: 3 clusters Score -2170376 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -2170503.250000 Penalty: 4896.049805
	Iteration 16Q: 3 clusters Score -2170503 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -2170618.000000 Penalty: 4896.049805
	Iteration 17Q: 3 clusters Score -2170618 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2170711.500000 Penalty: 4896.049805
	Iteration 18Q: 3 clusters Score -2170712 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -2170795.000000 Penalty: 4896.049805
	Iteration 19Q: 3 clusters Score -2170795 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -2170871.500000 Penalty: 4896.049805
	Iteration 20F: 3 clusters Score -2170872 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10678 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -2170932.000000 Penalty: 4896.049805
	Iteration 21Q: 3 clusters Score -2170932 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2170991.500000 Penalty: 4896.049805
	Iteration 22Q: 3 clusters Score -2170992 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2171041.500000 Penalty: 4896.049805
	Iteration 23Q: 3 clusters Score -2171042 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2171076.750000 Penalty: 4896.049805
	Iteration 24Q: 3 clusters Score -2171077 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -2171113.000000 Penalty: 4896.049805
	Iteration 25Q: 3 clusters Score -2171113 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2171135.500000 Penalty: 4896.049805
	Iteration 26Q: 3 clusters Score -2171136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -2171152.000000 Penalty: 4896.049805
	Iteration 27Q: 3 clusters Score -2171152 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2171171.750000 Penalty: 4896.049805
	Iteration 28Q: 3 clusters Score -2171172 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 8283 members 
Entering Unmasked Estep 
Score: -2171189.000000 Penalty: 4896.049805
	Iteration 29Q: 3 clusters Score -2171189 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 8272 members 
Entering Unmasked Estep 
Score: -2171198.250000 Penalty: 4896.049805
	Iteration 30Q: 3 clusters Score -2171198 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -2171206.000000 Penalty: 4896.049805
	Iteration 31Q: 3 clusters Score -2171206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -2171216.000000 Penalty: 4896.049805
	Iteration 32Q: 3 clusters Score -2171216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2171211.750000 Penalty: 4896.049805
	Iteration 33Q: 3 clusters Score -2171212 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -2171221.500000 Penalty: 4896.049805
	Iteration 34Q: 3 clusters Score -2171222 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2171227.500000 Penalty: 4896.049805
	Iteration 35Q: 3 clusters Score -2171228 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -2171240.750000 Penalty: 4896.049805
	Iteration 36Q: 3 clusters Score -2171241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -2171241.250000 Penalty: 4896.049805
	Iteration 37Q: 3 clusters Score -2171241 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2171238.750000 Penalty: 4896.049805
	Iteration 38Q: 3 clusters Score -2171239 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11197 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -2171243.750000 Penalty: 4896.049805
	Iteration 39Q: 3 clusters Score -2171244 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2171245.250000 Penalty: 4896.049805
	Iteration 40F: 3 clusters Score -2171245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 8149 members 
Entering Unmasked Estep 
Score: -2171247.250000 Penalty: 4896.049805
	Iteration 41Q: 3 clusters Score -2171247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2171247.500000 Penalty: 4896.049805
	Iteration 42Q: 3 clusters Score -2171248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -2171252.250000 Penalty: 4896.049805
	Iteration 43Q: 3 clusters Score -2171252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2171253.250000 Penalty: 4896.049805
	Iteration 44Q: 3 clusters Score -2171253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -2171256.500000 Penalty: 4896.049805
	Iteration 45Q: 3 clusters Score -2171256 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2171251.500000 Penalty: 4896.049805
	Iteration 46Q: 3 clusters Score -2171252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -2171250.250000 Penalty: 4896.049805
	Iteration 47Q: 3 clusters Score -2171250 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2171251.000000 Penalty: 4896.049805
	Iteration 48Q: 3 clusters Score -2171251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -2171248.000000 Penalty: 4896.049805
	Iteration 49Q: 3 clusters Score -2171248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11243 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2171252.750000 Penalty: 4896.049805
	Iteration 50Q: 3 clusters Score -2171253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 8114 members 
Entering Unmasked Estep 
Score: -2171252.750000 Penalty: 4896.049805
	Iteration 51Q: 3 clusters Score -2171253 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2171258.250000 Penalty: 4896.049805
	Iteration 52Q: 3 clusters Score -2171258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2171259.250000 Penalty: 4896.049805
	Iteration 53Q: 3 clusters Score -2171259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -2171260.500000 Penalty: 4896.049805
	Iteration 54Q: 3 clusters Score -2171260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -2171259.000000 Penalty: 4896.049805
	Iteration 55Q: 3 clusters Score -2171259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -2171258.000000 Penalty: 4896.049805
	Iteration 56Q: 3 clusters Score -2171258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2171258.750000 Penalty: 4896.049805
	Iteration 57Q: 3 clusters Score -2171259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -2171258.750000 Penalty: 4896.049805
	Iteration 58F: 3 clusters Score -2171259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (126465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126465 members 
Entering Unmasked Estep 
Score: -14923525.000000 Penalty: 2913.434814
	Iteration 0F: 2 clusters Score -1.492352e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62910 members 
Mstep: Class 2 contains 63555 members 
Entering Unmasked Estep 
Score: -14838786.000000 Penalty: 5826.869629
	Iteration 0F: 3 clusters Score -1.483879e+07 nChanged 59955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56805 members 
Mstep: Class 2 contains 69660 members 
Entering Unmasked Estep 
Score: -14874067.000000 Penalty: 5826.869629
	Iteration 1F: 3 clusters Score -1.487407e+07 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53244 members 
Mstep: Class 2 contains 73221 members 
Entering Unmasked Estep 
Score: -14875828.000000 Penalty: 5826.869629
	Iteration 2Q: 3 clusters Score -1.487583e+07 nChanged 6390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 78557 members 
Entering Unmasked Estep 
Score: -14878935.000000 Penalty: 5826.869629
	Iteration 3F: 3 clusters Score -1.487894e+07 nChanged 8270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40336 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -14883977.000000 Penalty: 5826.869629
	Iteration 4F: 3 clusters Score -1.488398e+07 nChanged 10043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 95766 members 
Entering Unmasked Estep 
Score: -14891949.000000 Penalty: 5826.869629
	Iteration 5F: 3 clusters Score -1.489195e+07 nChanged 10843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Mstep: Class 2 contains 106359 members 
Entering Unmasked Estep 
Score: -14902131.000000 Penalty: 5826.869629
	Iteration 6F: 3 clusters Score -1.490213e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 115476 members 
Entering Unmasked Estep 
Score: -14911159.000000 Penalty: 5826.869629
	Iteration 7F: 3 clusters Score -1.491116e+07 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 121209 members 
Entering Unmasked Estep 
Score: -14916860.000000 Penalty: 5826.869629
	Iteration 8Q: 3 clusters Score -1.491686e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 123777 members 
Entering Unmasked Estep 
Score: -14919426.000000 Penalty: 5826.869629
	Iteration 9Q: 3 clusters Score -1.491943e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 124676 members 
Entering Unmasked Estep 
Score: -14920312.000000 Penalty: 5826.869629
	Iteration 10Q: 3 clusters Score -1.492031e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 125038 members 
Entering Unmasked Estep 
Score: -14920694.000000 Penalty: 5826.869629
	Iteration 11Q: 3 clusters Score -1.492069e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 125201 members 
Entering Unmasked Estep 
Score: -14920920.000000 Penalty: 5826.869629
	Iteration 12Q: 3 clusters Score -1.492092e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 125292 members 
Entering Unmasked Estep 
Score: -14920976.000000 Penalty: 5826.869629
	Iteration 13Q: 3 clusters Score -1.492098e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 125342 members 
Entering Unmasked Estep 
Score: -14921054.000000 Penalty: 5826.869629
	Iteration 14Q: 3 clusters Score -1.492105e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 125385 members 
Entering Unmasked Estep 
Score: -14921104.000000 Penalty: 5826.869629
	Iteration 15Q: 3 clusters Score -1.49211e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 125412 members 
Entering Unmasked Estep 
Score: -14921124.000000 Penalty: 5826.869629
	Iteration 16Q: 3 clusters Score -1.492112e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 125428 members 
Entering Unmasked Estep 
Score: -14921160.000000 Penalty: 5826.869629
	Iteration 17Q: 3 clusters Score -1.492116e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 125445 members 
Entering Unmasked Estep 
Score: -14921157.000000 Penalty: 5826.869629
	Iteration 18Q: 3 clusters Score -1.492116e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 125461 members 
Entering Unmasked Estep 
Score: -14921177.000000 Penalty: 5826.869629
	Iteration 19Q: 3 clusters Score -1.492118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 125477 members 
Entering Unmasked Estep 
Score: -14921173.000000 Penalty: 5826.869629
	Iteration 20F: 3 clusters Score -1.492117e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 125487 members 
Entering Unmasked Estep 
Score: -14921213.000000 Penalty: 5826.869629
	Iteration 21Q: 3 clusters Score -1.492121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 125492 members 
Entering Unmasked Estep 
Score: -14921193.000000 Penalty: 5826.869629
	Iteration 22Q: 3 clusters Score -1.492119e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 125499 members 
Entering Unmasked Estep 
Score: -14921202.000000 Penalty: 5826.869629
	Iteration 23Q: 3 clusters Score -1.49212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 125504 members 
Entering Unmasked Estep 
Score: -14921206.000000 Penalty: 5826.869629
	Iteration 24Q: 3 clusters Score -1.492121e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 125509 members 
Entering Unmasked Estep 
Score: -14921210.000000 Penalty: 5826.869629
	Iteration 25Q: 3 clusters Score -1.492121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 125515 members 
Entering Unmasked Estep 
Score: -14921209.000000 Penalty: 5826.869629
	Iteration 26Q: 3 clusters Score -1.492121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 125521 members 
Entering Unmasked Estep 
Score: -14921211.000000 Penalty: 5826.869629
	Iteration 27Q: 3 clusters Score -1.492121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 125525 members 
Entering Unmasked Estep 
Score: -14921222.000000 Penalty: 5826.869629
	Iteration 28Q: 3 clusters Score -1.492122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 125527 members 
Entering Unmasked Estep 
Score: -14921221.000000 Penalty: 5826.869629
	Iteration 29Q: 3 clusters Score -1.492122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -14921220.000000 Penalty: 5826.869629
	Iteration 30Q: 3 clusters Score -1.492122e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -14921226.000000 Penalty: 5826.869629
	Iteration 31Q: 3 clusters Score -1.492123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 125528 members 
Entering Unmasked Estep 
Score: -14921229.000000 Penalty: 5826.869629
	Iteration 32Q: 3 clusters Score -1.492123e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 125530 members 
Entering Unmasked Estep 
Score: -14921216.000000 Penalty: 5826.869629
	Iteration 33Q: 3 clusters Score -1.492122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 125531 members 
Entering Unmasked Estep 
Score: -14921212.000000 Penalty: 5826.869629
	Iteration 34Q: 3 clusters Score -1.492121e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 125531 members 
Entering Unmasked Estep 
Score: -14921212.000000 Penalty: 5826.869629
	Iteration 35F: 3 clusters Score -1.492121e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Entering Unmasked Estep 
Score: -262014.468750 Penalty: 1913.682251
	Iteration 0F: 2 clusters Score -262014.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -259234.937500 Penalty: 3827.364502
	Iteration 0F: 3 clusters Score -259234.9 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -259741.718750 Penalty: 3827.364502
	Iteration 1F: 3 clusters Score -259741.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -259860.640625 Penalty: 3827.364502
	Iteration 2F: 3 clusters Score -259860.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -259911.531250 Penalty: 3827.364502
	Iteration 3Q: 3 clusters Score -259911.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -259948.515625 Penalty: 3827.364502
	Iteration 4Q: 3 clusters Score -259948.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -259975.140625 Penalty: 3827.364502
	Iteration 5Q: 3 clusters Score -259975.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -259997.968750 Penalty: 3827.364502
	Iteration 6Q: 3 clusters Score -259998 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -260011.296875 Penalty: 3827.364502
	Iteration 7Q: 3 clusters Score -260011.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -260022.453125 Penalty: 3827.364502
	Iteration 8Q: 3 clusters Score -260022.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -260032.093750 Penalty: 3827.364502
	Iteration 9Q: 3 clusters Score -260032.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -260043.015625 Penalty: 3827.364502
	Iteration 10Q: 3 clusters Score -260043 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -260058.718750 Penalty: 3827.364502
	Iteration 11Q: 3 clusters Score -260058.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -260064.796875 Penalty: 3827.364502
	Iteration 12Q: 3 clusters Score -260064.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -260068.593750 Penalty: 3827.364502
	Iteration 13Q: 3 clusters Score -260068.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -260075.375000 Penalty: 3827.364502
	Iteration 14Q: 3 clusters Score -260075.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -260081.671875 Penalty: 3827.364502
	Iteration 15Q: 3 clusters Score -260081.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -260085.734375 Penalty: 3827.364502
	Iteration 16Q: 3 clusters Score -260085.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -260090.843750 Penalty: 3827.364502
	Iteration 17Q: 3 clusters Score -260090.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -260091.703125 Penalty: 3827.364502
	Iteration 18Q: 3 clusters Score -260091.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -260091.984375 Penalty: 3827.364502
	Iteration 19Q: 3 clusters Score -260092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -260091.984375 Penalty: 3827.364502
	Iteration 20F: 3 clusters Score -260092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -48667.832031 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -48667.83 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 258 members 
Entering Unmasked Estep 
Score: -47189.621094 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -47189.62 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -47345.621094 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -47345.62 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -47382.640625 Penalty: 3059.088379
	Iteration 2Q: 3 clusters Score -47382.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -47402.636719 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -47402.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -47403.285156 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -47403.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47405.679688 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -47405.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -47405.679688 Penalty: 3059.088379
	Iteration 6F: 3 clusters Score -47405.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22929 members 
Entering Unmasked Estep 
Score: -2333986.500000 Penalty: 2489.958984
	Iteration 0F: 2 clusters Score -2333986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2317965.500000 Penalty: 4979.917969
	Iteration 0F: 3 clusters Score -2317966 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -2323417.500000 Penalty: 4979.917969
	Iteration 1F: 3 clusters Score -2323418 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -2323935.000000 Penalty: 4979.917969
	Iteration 2F: 3 clusters Score -2323935 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -2324459.250000 Penalty: 4979.917969
	Iteration 3F: 3 clusters Score -2324459 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11385 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -2324960.250000 Penalty: 4979.917969
	Iteration 4Q: 3 clusters Score -2324960 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -2325540.750000 Penalty: 4979.917969
	Iteration 5Q: 3 clusters Score -2325541 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -2326149.750000 Penalty: 4979.917969
	Iteration 6F: 3 clusters Score -2326150 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11126 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -2326719.000000 Penalty: 4979.917969
	Iteration 7Q: 3 clusters Score -2326719 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -2327324.000000 Penalty: 4979.917969
	Iteration 8Q: 3 clusters Score -2327324 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2327866.250000 Penalty: 4979.917969
	Iteration 9Q: 3 clusters Score -2327866 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2328267.500000 Penalty: 4979.917969
	Iteration 10Q: 3 clusters Score -2328268 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2328560.250000 Penalty: 4979.917969
	Iteration 11Q: 3 clusters Score -2328560 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10192 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -2328783.250000 Penalty: 4979.917969
	Iteration 12Q: 3 clusters Score -2328783 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2328939.750000 Penalty: 4979.917969
	Iteration 13Q: 3 clusters Score -2328940 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -2329060.250000 Penalty: 4979.917969
	Iteration 14Q: 3 clusters Score -2329060 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 13153 members 
Entering Unmasked Estep 
Score: -2329167.500000 Penalty: 4979.917969
	Iteration 15Q: 3 clusters Score -2329168 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9639 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2329289.750000 Penalty: 4979.917969
	Iteration 16Q: 3 clusters Score -2329290 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9520 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -2329363.000000 Penalty: 4979.917969
	Iteration 17Q: 3 clusters Score -2329363 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 13505 members 
Entering Unmasked Estep 
Score: -2329437.750000 Penalty: 4979.917969
	Iteration 18Q: 3 clusters Score -2329438 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -2329483.250000 Penalty: 4979.917969
	Iteration 19Q: 3 clusters Score -2329483 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -2329515.000000 Penalty: 4979.917969
	Iteration 20F: 3 clusters Score -2329515 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2329555.750000 Penalty: 4979.917969
	Iteration 21Q: 3 clusters Score -2329556 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9151 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -2329593.500000 Penalty: 4979.917969
	Iteration 22Q: 3 clusters Score -2329594 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 13834 members 
Entering Unmasked Estep 
Score: -2329632.250000 Penalty: 4979.917969
	Iteration 23Q: 3 clusters Score -2329632 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 13882 members 
Entering Unmasked Estep 
Score: -2329654.750000 Penalty: 4979.917969
	Iteration 24Q: 3 clusters Score -2329655 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -2329675.500000 Penalty: 4979.917969
	Iteration 25Q: 3 clusters Score -2329676 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2329698.250000 Penalty: 4979.917969
	Iteration 26Q: 3 clusters Score -2329698 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2329718.750000 Penalty: 4979.917969
	Iteration 27Q: 3 clusters Score -2329719 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2329731.000000 Penalty: 4979.917969
	Iteration 28Q: 3 clusters Score -2329731 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2329738.250000 Penalty: 4979.917969
	Iteration 29Q: 3 clusters Score -2329738 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 14202 members 
Entering Unmasked Estep 
Score: -2329752.750000 Penalty: 4979.917969
	Iteration 30Q: 3 clusters Score -2329753 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2329770.250000 Penalty: 4979.917969
	Iteration 31Q: 3 clusters Score -2329770 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 14294 members 
Entering Unmasked Estep 
Score: -2329783.500000 Penalty: 4979.917969
	Iteration 32Q: 3 clusters Score -2329784 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 14334 members 
Entering Unmasked Estep 
Score: -2329784.750000 Penalty: 4979.917969
	Iteration 33Q: 3 clusters Score -2329785 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -2329794.500000 Penalty: 4979.917969
	Iteration 34Q: 3 clusters Score -2329794 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2329802.500000 Penalty: 4979.917969
	Iteration 35Q: 3 clusters Score -2329802 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -2329807.500000 Penalty: 4979.917969
	Iteration 36Q: 3 clusters Score -2329808 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 14552 members 
Entering Unmasked Estep 
Score: -2329815.500000 Penalty: 4979.917969
	Iteration 37Q: 3 clusters Score -2329816 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -2329815.750000 Penalty: 4979.917969
	Iteration 38Q: 3 clusters Score -2329816 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 14655 members 
Entering Unmasked Estep 
Score: -2329832.500000 Penalty: 4979.917969
	Iteration 39Q: 3 clusters Score -2329832 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -2329845.750000 Penalty: 4979.917969
	Iteration 40F: 3 clusters Score -2329846 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -2329853.750000 Penalty: 4979.917969
	Iteration 41Q: 3 clusters Score -2329854 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2329869.250000 Penalty: 4979.917969
	Iteration 42Q: 3 clusters Score -2329869 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 14929 members 
Entering Unmasked Estep 
Score: -2329870.750000 Penalty: 4979.917969
	Iteration 43Q: 3 clusters Score -2329871 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -2329895.500000 Penalty: 4979.917969
	Iteration 44Q: 3 clusters Score -2329896 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -2329906.000000 Penalty: 4979.917969
	Iteration 45Q: 3 clusters Score -2329906 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2329925.250000 Penalty: 4979.917969
	Iteration 46Q: 3 clusters Score -2329925 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 15263 members 
Entering Unmasked Estep 
Score: -2329949.500000 Penalty: 4979.917969
	Iteration 47Q: 3 clusters Score -2329950 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 15363 members 
Entering Unmasked Estep 
Score: -2329971.250000 Penalty: 4979.917969
	Iteration 48Q: 3 clusters Score -2329971 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -2329995.000000 Penalty: 4979.917969
	Iteration 49Q: 3 clusters Score -2329995 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2330024.750000 Penalty: 4979.917969
	Iteration 50Q: 3 clusters Score -2330025 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2330053.250000 Penalty: 4979.917969
	Iteration 51Q: 3 clusters Score -2330053 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -2330075.000000 Penalty: 4979.917969
	Iteration 52Q: 3 clusters Score -2330075 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2330100.000000 Penalty: 4979.917969
	Iteration 53Q: 3 clusters Score -2330100 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 16046 members 
Entering Unmasked Estep 
Score: -2330131.000000 Penalty: 4979.917969
	Iteration 54Q: 3 clusters Score -2330131 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2330160.750000 Penalty: 4979.917969
	Iteration 55Q: 3 clusters Score -2330161 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6640 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -2330186.750000 Penalty: 4979.917969
	Iteration 56Q: 3 clusters Score -2330187 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -2330219.000000 Penalty: 4979.917969
	Iteration 57Q: 3 clusters Score -2330219 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2330267.500000 Penalty: 4979.917969
	Iteration 58Q: 3 clusters Score -2330268 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2330317.000000 Penalty: 4979.917969
	Iteration 59Q: 3 clusters Score -2330317 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2330393.000000 Penalty: 4979.917969
	Iteration 60F: 3 clusters Score -2330393 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -2330475.000000 Penalty: 4979.917969
	Iteration 61Q: 3 clusters Score -2330475 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -2330529.250000 Penalty: 4979.917969
	Iteration 62Q: 3 clusters Score -2330529 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2330606.500000 Penalty: 4979.917969
	Iteration 63Q: 3 clusters Score -2330606 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -2330674.000000 Penalty: 4979.917969
	Iteration 64Q: 3 clusters Score -2330674 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -2330754.000000 Penalty: 4979.917969
	Iteration 65Q: 3 clusters Score -2330754 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -2330827.000000 Penalty: 4979.917969
	Iteration 66Q: 3 clusters Score -2330827 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 18496 members 
Entering Unmasked Estep 
Score: -2330907.500000 Penalty: 4979.917969
	Iteration 67Q: 3 clusters Score -2330908 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 18715 members 
Entering Unmasked Estep 
Score: -2330983.750000 Penalty: 4979.917969
	Iteration 68Q: 3 clusters Score -2330984 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2331052.750000 Penalty: 4979.917969
	Iteration 69Q: 3 clusters Score -2331053 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 19125 members 
Entering Unmasked Estep 
Score: -2331143.500000 Penalty: 4979.917969
	Iteration 70Q: 3 clusters Score -2331144 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 19326 members 
Entering Unmasked Estep 
Score: -2331207.500000 Penalty: 4979.917969
	Iteration 71Q: 3 clusters Score -2331208 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2331267.750000 Penalty: 4979.917969
	Iteration 72Q: 3 clusters Score -2331268 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -2331321.750000 Penalty: 4979.917969
	Iteration 73Q: 3 clusters Score -2331322 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -2331368.750000 Penalty: 4979.917969
	Iteration 74Q: 3 clusters Score -2331369 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -2331423.000000 Penalty: 4979.917969
	Iteration 75Q: 3 clusters Score -2331423 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 20045 members 
Entering Unmasked Estep 
Score: -2331475.000000 Penalty: 4979.917969
	Iteration 76Q: 3 clusters Score -2331475 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -2331523.750000 Penalty: 4979.917969
	Iteration 77Q: 3 clusters Score -2331524 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 20266 members 
Entering Unmasked Estep 
Score: -2331559.250000 Penalty: 4979.917969
	Iteration 78Q: 3 clusters Score -2331559 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 20338 members 
Entering Unmasked Estep 
Score: -2331584.750000 Penalty: 4979.917969
	Iteration 79Q: 3 clusters Score -2331585 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 20409 members 
Entering Unmasked Estep 
Score: -2331617.750000 Penalty: 4979.917969
	Iteration 80F: 3 clusters Score -2331618 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 20481 members 
Entering Unmasked Estep 
Score: -2331641.000000 Penalty: 4979.917969
	Iteration 81Q: 3 clusters Score -2331641 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -2331677.500000 Penalty: 4979.917969
	Iteration 82Q: 3 clusters Score -2331678 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2331700.250000 Penalty: 4979.917969
	Iteration 83Q: 3 clusters Score -2331700 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -2331728.750000 Penalty: 4979.917969
	Iteration 84Q: 3 clusters Score -2331729 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 20761 members 
Entering Unmasked Estep 
Score: -2331772.000000 Penalty: 4979.917969
	Iteration 85Q: 3 clusters Score -2331772 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2331811.250000 Penalty: 4979.917969
	Iteration 86Q: 3 clusters Score -2331811 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -2331851.500000 Penalty: 4979.917969
	Iteration 87Q: 3 clusters Score -2331852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2331889.000000 Penalty: 4979.917969
	Iteration 88Q: 3 clusters Score -2331889 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2331927.250000 Penalty: 4979.917969
	Iteration 89Q: 3 clusters Score -2331927 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 21026 members 
Entering Unmasked Estep 
Score: -2331942.500000 Penalty: 4979.917969
	Iteration 90Q: 3 clusters Score -2331942 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -2331956.250000 Penalty: 4979.917969
	Iteration 91Q: 3 clusters Score -2331956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -2331966.250000 Penalty: 4979.917969
	Iteration 92Q: 3 clusters Score -2331966 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -2331975.250000 Penalty: 4979.917969
	Iteration 93Q: 3 clusters Score -2331975 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 21124 members 
Entering Unmasked Estep 
Score: -2331982.500000 Penalty: 4979.917969
	Iteration 94Q: 3 clusters Score -2331982 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2331993.250000 Penalty: 4979.917969
	Iteration 95Q: 3 clusters Score -2331993 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21178 members 
Entering Unmasked Estep 
Score: -2331996.500000 Penalty: 4979.917969
	Iteration 96Q: 3 clusters Score -2331996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -2332010.500000 Penalty: 4979.917969
	Iteration 97Q: 3 clusters Score -2332010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -2332007.250000 Penalty: 4979.917969
	Iteration 98Q: 3 clusters Score -2332007 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -2332011.000000 Penalty: 4979.917969
	Iteration 99Q: 3 clusters Score -2332011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -2332015.750000 Penalty: 4979.917969
	Iteration 100F: 3 clusters Score -2332016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -2332017.500000 Penalty: 4979.917969
	Iteration 101Q: 3 clusters Score -2332018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -2332015.500000 Penalty: 4979.917969
	Iteration 102Q: 3 clusters Score -2332016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -2332018.250000 Penalty: 4979.917969
	Iteration 103Q: 3 clusters Score -2332018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -2332026.000000 Penalty: 4979.917969
	Iteration 104Q: 3 clusters Score -2332026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -2332031.500000 Penalty: 4979.917969
	Iteration 105Q: 3 clusters Score -2332032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -2332028.750000 Penalty: 4979.917969
	Iteration 106Q: 3 clusters Score -2332029 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2332034.000000 Penalty: 4979.917969
	Iteration 107Q: 3 clusters Score -2332034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -2332035.500000 Penalty: 4979.917969
	Iteration 108Q: 3 clusters Score -2332036 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2332035.750000 Penalty: 4979.917969
	Iteration 109Q: 3 clusters Score -2332036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -2332034.750000 Penalty: 4979.917969
	Iteration 110Q: 3 clusters Score -2332035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 21308 members 
Entering Unmasked Estep 
Score: -2332036.000000 Penalty: 4979.917969
	Iteration 111Q: 3 clusters Score -2332036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -2332037.500000 Penalty: 4979.917969
	Iteration 112Q: 3 clusters Score -2332038 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2332035.750000 Penalty: 4979.917969
	Iteration 113Q: 3 clusters Score -2332036 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -2332035.750000 Penalty: 4979.917969
	Iteration 114F: 3 clusters Score -2332036 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (279969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279969 members 
Entering Unmasked Estep 
Score: -32855740.000000 Penalty: 3110.523682
	Iteration 0F: 2 clusters Score -3.285574e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140011 members 
Mstep: Class 2 contains 139958 members 
Entering Unmasked Estep 
Score: -32673238.000000 Penalty: 6221.047363
	Iteration 0F: 3 clusters Score -3.267324e+07 nChanged 135272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139461 members 
Mstep: Class 2 contains 140508 members 
Entering Unmasked Estep 
Score: -32752210.000000 Penalty: 6221.047363
	Iteration 1F: 3 clusters Score -3.275221e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139349 members 
Mstep: Class 2 contains 140620 members 
Entering Unmasked Estep 
Score: -32753642.000000 Penalty: 6221.047363
	Iteration 2Q: 3 clusters Score -3.275364e+07 nChanged 7176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139177 members 
Mstep: Class 2 contains 140792 members 
Entering Unmasked Estep 
Score: -32754902.000000 Penalty: 6221.047363
	Iteration 3Q: 3 clusters Score -3.27549e+07 nChanged 7566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138873 members 
Mstep: Class 2 contains 141096 members 
Entering Unmasked Estep 
Score: -32756416.000000 Penalty: 6221.047363
	Iteration 4Q: 3 clusters Score -3.275642e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138244 members 
Mstep: Class 2 contains 141725 members 
Entering Unmasked Estep 
Score: -32758594.000000 Penalty: 6221.047363
	Iteration 5Q: 3 clusters Score -3.275859e+07 nChanged 9400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137100 members 
Mstep: Class 2 contains 142869 members 
Entering Unmasked Estep 
Score: -32761128.000000 Penalty: 6221.047363
	Iteration 6Q: 3 clusters Score -3.276113e+07 nChanged 10519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135449 members 
Mstep: Class 2 contains 144520 members 
Entering Unmasked Estep 
Score: -32764598.000000 Penalty: 6221.047363
	Iteration 7Q: 3 clusters Score -3.27646e+07 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133045 members 
Mstep: Class 2 contains 146924 members 
Entering Unmasked Estep 
Score: -32769424.000000 Penalty: 6221.047363
	Iteration 8Q: 3 clusters Score -3.276942e+07 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129669 members 
Mstep: Class 2 contains 150300 members 
Entering Unmasked Estep 
Score: -32776022.000000 Penalty: 6221.047363
	Iteration 9Q: 3 clusters Score -3.277602e+07 nChanged 14865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125620 members 
Mstep: Class 2 contains 154349 members 
Entering Unmasked Estep 
Score: -32785160.000000 Penalty: 6221.047363
	Iteration 10F: 3 clusters Score -3.278516e+07 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121354 members 
Mstep: Class 2 contains 158615 members 
Entering Unmasked Estep 
Score: -32796058.000000 Penalty: 6221.047363
	Iteration 11F: 3 clusters Score -3.279606e+07 nChanged 15425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117535 members 
Mstep: Class 2 contains 162434 members 
Entering Unmasked Estep 
Score: -32805738.000000 Penalty: 6221.047363
	Iteration 12F: 3 clusters Score -3.280574e+07 nChanged 12671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114290 members 
Mstep: Class 2 contains 165679 members 
Entering Unmasked Estep 
Score: -32811296.000000 Penalty: 6221.047363
	Iteration 13Q: 3 clusters Score -3.28113e+07 nChanged 8401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111425 members 
Mstep: Class 2 contains 168544 members 
Entering Unmasked Estep 
Score: -32813572.000000 Penalty: 6221.047363
	Iteration 14Q: 3 clusters Score -3.281357e+07 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108716 members 
Mstep: Class 2 contains 171253 members 
Entering Unmasked Estep 
Score: -32814306.000000 Penalty: 6221.047363
	Iteration 15Q: 3 clusters Score -3.281431e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106056 members 
Mstep: Class 2 contains 173913 members 
Entering Unmasked Estep 
Score: -32814834.000000 Penalty: 6221.047363
	Iteration 16Q: 3 clusters Score -3.281483e+07 nChanged 3423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103233 members 
Mstep: Class 2 contains 176736 members 
Entering Unmasked Estep 
Score: -32815616.000000 Penalty: 6221.047363
	Iteration 17Q: 3 clusters Score -3.281562e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100300 members 
Mstep: Class 2 contains 179669 members 
Entering Unmasked Estep 
Score: -32816258.000000 Penalty: 6221.047363
	Iteration 18Q: 3 clusters Score -3.281626e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97273 members 
Mstep: Class 2 contains 182696 members 
Entering Unmasked Estep 
Score: -32817052.000000 Penalty: 6221.047363
	Iteration 19Q: 3 clusters Score -3.281705e+07 nChanged 3532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94181 members 
Mstep: Class 2 contains 185788 members 
Entering Unmasked Estep 
Score: -32817704.000000 Penalty: 6221.047363
	Iteration 20F: 3 clusters Score -3.28177e+07 nChanged 3457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91088 members 
Mstep: Class 2 contains 188881 members 
Entering Unmasked Estep 
Score: -32818278.000000 Penalty: 6221.047363
	Iteration 21Q: 3 clusters Score -3.281828e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88085 members 
Mstep: Class 2 contains 191884 members 
Entering Unmasked Estep 
Score: -32818636.000000 Penalty: 6221.047363
	Iteration 22Q: 3 clusters Score -3.281864e+07 nChanged 3404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85123 members 
Mstep: Class 2 contains 194846 members 
Entering Unmasked Estep 
Score: -32819358.000000 Penalty: 6221.047363
	Iteration 23Q: 3 clusters Score -3.281936e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82367 members 
Mstep: Class 2 contains 197602 members 
Entering Unmasked Estep 
Score: -32819794.000000 Penalty: 6221.047363
	Iteration 24Q: 3 clusters Score -3.281979e+07 nChanged 3184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79593 members 
Mstep: Class 2 contains 200376 members 
Entering Unmasked Estep 
Score: -32820380.000000 Penalty: 6221.047363
	Iteration 25Q: 3 clusters Score -3.282038e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76806 members 
Mstep: Class 2 contains 203163 members 
Entering Unmasked Estep 
Score: -32820848.000000 Penalty: 6221.047363
	Iteration 26Q: 3 clusters Score -3.282085e+07 nChanged 3141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73997 members 
Mstep: Class 2 contains 205972 members 
Entering Unmasked Estep 
Score: -32821648.000000 Penalty: 6221.047363
	Iteration 27Q: 3 clusters Score -3.282165e+07 nChanged 3058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71233 members 
Mstep: Class 2 contains 208736 members 
Entering Unmasked Estep 
Score: -32822276.000000 Penalty: 6221.047363
	Iteration 28Q: 3 clusters Score -3.282228e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68530 members 
Mstep: Class 2 contains 211439 members 
Entering Unmasked Estep 
Score: -32822938.000000 Penalty: 6221.047363
	Iteration 29Q: 3 clusters Score -3.282294e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65884 members 
Mstep: Class 2 contains 214085 members 
Entering Unmasked Estep 
Score: -32823734.000000 Penalty: 6221.047363
	Iteration 30Q: 3 clusters Score -3.282373e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63239 members 
Mstep: Class 2 contains 216730 members 
Entering Unmasked Estep 
Score: -32824386.000000 Penalty: 6221.047363
	Iteration 31Q: 3 clusters Score -3.282439e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60548 members 
Mstep: Class 2 contains 219421 members 
Entering Unmasked Estep 
Score: -32825172.000000 Penalty: 6221.047363
	Iteration 32Q: 3 clusters Score -3.282517e+07 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 222084 members 
Entering Unmasked Estep 
Score: -32826056.000000 Penalty: 6221.047363
	Iteration 33Q: 3 clusters Score -3.282606e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55200 members 
Mstep: Class 2 contains 224769 members 
Entering Unmasked Estep 
Score: -32826990.000000 Penalty: 6221.047363
	Iteration 34Q: 3 clusters Score -3.282699e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 227369 members 
Entering Unmasked Estep 
Score: -32827874.000000 Penalty: 6221.047363
	Iteration 35Q: 3 clusters Score -3.282787e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50085 members 
Mstep: Class 2 contains 229884 members 
Entering Unmasked Estep 
Score: -32828676.000000 Penalty: 6221.047363
	Iteration 36Q: 3 clusters Score -3.282868e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47557 members 
Mstep: Class 2 contains 232412 members 
Entering Unmasked Estep 
Score: -32829576.000000 Penalty: 6221.047363
	Iteration 37Q: 3 clusters Score -3.282958e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44964 members 
Mstep: Class 2 contains 235005 members 
Entering Unmasked Estep 
Score: -32830654.000000 Penalty: 6221.047363
	Iteration 38Q: 3 clusters Score -3.283065e+07 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 237682 members 
Entering Unmasked Estep 
Score: -32831692.000000 Penalty: 6221.047363
	Iteration 39Q: 3 clusters Score -3.283169e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 240414 members 
Entering Unmasked Estep 
Score: -32832816.000000 Penalty: 6221.047363
	Iteration 40F: 3 clusters Score -3.283282e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 243096 members 
Entering Unmasked Estep 
Score: -32834026.000000 Penalty: 6221.047363
	Iteration 41Q: 3 clusters Score -3.283403e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34097 members 
Mstep: Class 2 contains 245872 members 
Entering Unmasked Estep 
Score: -32835074.000000 Penalty: 6221.047363
	Iteration 42Q: 3 clusters Score -3.283507e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 248628 members 
Entering Unmasked Estep 
Score: -32836284.000000 Penalty: 6221.047363
	Iteration 43Q: 3 clusters Score -3.283628e+07 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28624 members 
Mstep: Class 2 contains 251345 members 
Entering Unmasked Estep 
Score: -32837722.000000 Penalty: 6221.047363
	Iteration 44Q: 3 clusters Score -3.283772e+07 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25891 members 
Mstep: Class 2 contains 254078 members 
Entering Unmasked Estep 
Score: -32839250.000000 Penalty: 6221.047363
	Iteration 45Q: 3 clusters Score -3.283925e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 256807 members 
Entering Unmasked Estep 
Score: -32840700.000000 Penalty: 6221.047363
	Iteration 46Q: 3 clusters Score -3.28407e+07 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 259388 members 
Entering Unmasked Estep 
Score: -32842034.000000 Penalty: 6221.047363
	Iteration 47Q: 3 clusters Score -3.284203e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 261839 members 
Entering Unmasked Estep 
Score: -32843326.000000 Penalty: 6221.047363
	Iteration 48Q: 3 clusters Score -3.284333e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 264130 members 
Entering Unmasked Estep 
Score: -32844522.000000 Penalty: 6221.047363
	Iteration 49Q: 3 clusters Score -3.284452e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 266273 members 
Entering Unmasked Estep 
Score: -32845740.000000 Penalty: 6221.047363
	Iteration 50Q: 3 clusters Score -3.284574e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 268164 members 
Entering Unmasked Estep 
Score: -32846792.000000 Penalty: 6221.047363
	Iteration 51Q: 3 clusters Score -3.284679e+07 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 269825 members 
Entering Unmasked Estep 
Score: -32847776.000000 Penalty: 6221.047363
	Iteration 52Q: 3 clusters Score -3.284778e+07 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8687 members 
Mstep: Class 2 contains 271282 members 
Entering Unmasked Estep 
Score: -32848596.000000 Penalty: 6221.047363
	Iteration 53Q: 3 clusters Score -3.28486e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 272481 members 
Entering Unmasked Estep 
Score: -32849314.000000 Penalty: 6221.047363
	Iteration 54Q: 3 clusters Score -3.284931e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 273488 members 
Entering Unmasked Estep 
Score: -32849952.000000 Penalty: 6221.047363
	Iteration 55Q: 3 clusters Score -3.284995e+07 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 274308 members 
Entering Unmasked Estep 
Score: -32850518.000000 Penalty: 6221.047363
	Iteration 56Q: 3 clusters Score -3.285052e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 274982 members 
Entering Unmasked Estep 
Score: -32851010.000000 Penalty: 6221.047363
	Iteration 57Q: 3 clusters Score -3.285101e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 275495 members 
Entering Unmasked Estep 
Score: -32851336.000000 Penalty: 6221.047363
	Iteration 58Q: 3 clusters Score -3.285134e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 275910 members 
Entering Unmasked Estep 
Score: -32851700.000000 Penalty: 6221.047363
	Iteration 59Q: 3 clusters Score -3.28517e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 276265 members 
Entering Unmasked Estep 
Score: -32851864.000000 Penalty: 6221.047363
	Iteration 60F: 3 clusters Score -3.285186e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 276572 members 
Entering Unmasked Estep 
Score: -32852120.000000 Penalty: 6221.047363
	Iteration 61Q: 3 clusters Score -3.285212e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 276844 members 
Entering Unmasked Estep 
Score: -32852332.000000 Penalty: 6221.047363
	Iteration 62Q: 3 clusters Score -3.285233e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 277083 members 
Entering Unmasked Estep 
Score: -32852478.000000 Penalty: 6221.047363
	Iteration 63Q: 3 clusters Score -3.285248e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 277263 members 
Entering Unmasked Estep 
Score: -32852606.000000 Penalty: 6221.047363
	Iteration 64Q: 3 clusters Score -3.285261e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 277408 members 
Entering Unmasked Estep 
Score: -32852644.000000 Penalty: 6221.047363
	Iteration 65Q: 3 clusters Score -3.285264e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 277521 members 
Entering Unmasked Estep 
Score: -32852734.000000 Penalty: 6221.047363
	Iteration 66Q: 3 clusters Score -3.285273e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 277614 members 
Entering Unmasked Estep 
Score: -32852806.000000 Penalty: 6221.047363
	Iteration 67Q: 3 clusters Score -3.285281e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 277700 members 
Entering Unmasked Estep 
Score: -32852840.000000 Penalty: 6221.047363
	Iteration 68Q: 3 clusters Score -3.285284e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 277755 members 
Entering Unmasked Estep 
Score: -32852876.000000 Penalty: 6221.047363
	Iteration 69Q: 3 clusters Score -3.285288e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 277795 members 
Entering Unmasked Estep 
Score: -32852912.000000 Penalty: 6221.047363
	Iteration 70Q: 3 clusters Score -3.285291e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 277826 members 
Entering Unmasked Estep 
Score: -32852920.000000 Penalty: 6221.047363
	Iteration 71Q: 3 clusters Score -3.285292e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 277854 members 
Entering Unmasked Estep 
Score: -32852936.000000 Penalty: 6221.047363
	Iteration 72Q: 3 clusters Score -3.285294e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 277868 members 
Entering Unmasked Estep 
Score: -32852978.000000 Penalty: 6221.047363
	Iteration 73Q: 3 clusters Score -3.285298e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 277886 members 
Entering Unmasked Estep 
Score: -32853002.000000 Penalty: 6221.047363
	Iteration 74Q: 3 clusters Score -3.2853e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 277908 members 
Entering Unmasked Estep 
Score: -32853004.000000 Penalty: 6221.047363
	Iteration 75Q: 3 clusters Score -3.2853e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 277925 members 
Entering Unmasked Estep 
Score: -32853014.000000 Penalty: 6221.047363
	Iteration 76Q: 3 clusters Score -3.285301e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 277935 members 
Entering Unmasked Estep 
Score: -32853020.000000 Penalty: 6221.047363
	Iteration 77Q: 3 clusters Score -3.285302e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 277952 members 
Entering Unmasked Estep 
Score: -32852998.000000 Penalty: 6221.047363
	Iteration 78Q: 3 clusters Score -3.2853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 277959 members 
Entering Unmasked Estep 
Score: -32853022.000000 Penalty: 6221.047363
	Iteration 79Q: 3 clusters Score -3.285302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 277963 members 
Entering Unmasked Estep 
Score: -32853026.000000 Penalty: 6221.047363
	Iteration 80F: 3 clusters Score -3.285303e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 277966 members 
Entering Unmasked Estep 
Score: -32853062.000000 Penalty: 6221.047363
	Iteration 81Q: 3 clusters Score -3.285306e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 277966 members 
Entering Unmasked Estep 
Score: -32853054.000000 Penalty: 6221.047363
	Iteration 82Q: 3 clusters Score -3.285305e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 277970 members 
Entering Unmasked Estep 
Score: -32853082.000000 Penalty: 6221.047363
	Iteration 83Q: 3 clusters Score -3.285308e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 277970 members 
Entering Unmasked Estep 
Score: -32853068.000000 Penalty: 6221.047363
	Iteration 84Q: 3 clusters Score -3.285307e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 277972 members 
Entering Unmasked Estep 
Score: -32853070.000000 Penalty: 6221.047363
	Iteration 85Q: 3 clusters Score -3.285307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 277973 members 
Entering Unmasked Estep 
Score: -32853070.000000 Penalty: 6221.047363
	Iteration 86Q: 3 clusters Score -3.285307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 277973 members 
Entering Unmasked Estep 
Score: -32853070.000000 Penalty: 6221.047363
	Iteration 87F: 3 clusters Score -3.285307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Entering Unmasked Estep 
Score: -147712.296875 Penalty: 1867.292847
	Iteration 0F: 2 clusters Score -147712.3 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 932 members 
Entering Unmasked Estep 
Score: -145228.218750 Penalty: 3734.585693
	Iteration 0F: 3 clusters Score -145228.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -145688.281250 Penalty: 3734.585693
	Iteration 1F: 3 clusters Score -145688.3 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -145822.359375 Penalty: 3734.585693
	Iteration 2F: 3 clusters Score -145822.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -145895.937500 Penalty: 3734.585693
	Iteration 3Q: 3 clusters Score -145895.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -145944.359375 Penalty: 3734.585693
	Iteration 4Q: 3 clusters Score -145944.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -145990.765625 Penalty: 3734.585693
	Iteration 5Q: 3 clusters Score -145990.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -146016.484375 Penalty: 3734.585693
	Iteration 6Q: 3 clusters Score -146016.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -146038.375000 Penalty: 3734.585693
	Iteration 7Q: 3 clusters Score -146038.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -146050.953125 Penalty: 3734.585693
	Iteration 8Q: 3 clusters Score -146051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -146065.984375 Penalty: 3734.585693
	Iteration 9Q: 3 clusters Score -146066 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -146086.312500 Penalty: 3734.585693
	Iteration 10Q: 3 clusters Score -146086.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -146100.890625 Penalty: 3734.585693
	Iteration 11Q: 3 clusters Score -146100.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -146110.546875 Penalty: 3734.585693
	Iteration 12Q: 3 clusters Score -146110.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -146121.421875 Penalty: 3734.585693
	Iteration 13Q: 3 clusters Score -146121.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -146138.203125 Penalty: 3734.585693
	Iteration 14Q: 3 clusters Score -146138.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -146155.000000 Penalty: 3734.585693
	Iteration 15Q: 3 clusters Score -146155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -146170.406250 Penalty: 3734.585693
	Iteration 16Q: 3 clusters Score -146170.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -146183.578125 Penalty: 3734.585693
	Iteration 17Q: 3 clusters Score -146183.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -146189.062500 Penalty: 3734.585693
	Iteration 18Q: 3 clusters Score -146189.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -146194.296875 Penalty: 3734.585693
	Iteration 19Q: 3 clusters Score -146194.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -146202.187500 Penalty: 3734.585693
	Iteration 20F: 3 clusters Score -146202.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -146207.500000 Penalty: 3734.585693
	Iteration 21Q: 3 clusters Score -146207.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -146215.890625 Penalty: 3734.585693
	Iteration 22Q: 3 clusters Score -146215.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -146228.687500 Penalty: 3734.585693
	Iteration 23Q: 3 clusters Score -146228.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -146236.156250 Penalty: 3734.585693
	Iteration 24Q: 3 clusters Score -146236.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -146242.906250 Penalty: 3734.585693
	Iteration 25Q: 3 clusters Score -146242.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -146248.125000 Penalty: 3734.585693
	Iteration 26Q: 3 clusters Score -146248.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -146252.140625 Penalty: 3734.585693
	Iteration 27Q: 3 clusters Score -146252.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -146259.890625 Penalty: 3734.585693
	Iteration 28Q: 3 clusters Score -146259.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -146262.703125 Penalty: 3734.585693
	Iteration 29Q: 3 clusters Score -146262.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -146263.781250 Penalty: 3734.585693
	Iteration 30Q: 3 clusters Score -146263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -146263.828125 Penalty: 3734.585693
	Iteration 31Q: 3 clusters Score -146263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -146264.468750 Penalty: 3734.585693
	Iteration 32Q: 3 clusters Score -146264.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -146264.562500 Penalty: 3734.585693
	Iteration 33Q: 3 clusters Score -146264.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -146264.562500 Penalty: 3734.585693
	Iteration 34F: 3 clusters Score -146264.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (19033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Entering Unmasked Estep 
Score: -2282414.000000 Penalty: 2443.774414
	Iteration 0F: 2 clusters Score -2282414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -2268916.250000 Penalty: 4887.548828
	Iteration 0F: 3 clusters Score -2268916 nChanged 8322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2273483.250000 Penalty: 4887.548828
	Iteration 1F: 3 clusters Score -2273483 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -2273930.750000 Penalty: 4887.548828
	Iteration 2F: 3 clusters Score -2273931 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10638 members 
Mstep: Class 2 contains 8395 members 
Entering Unmasked Estep 
Score: -2274284.000000 Penalty: 4887.548828
	Iteration 3Q: 3 clusters Score -2274284 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -2274585.750000 Penalty: 4887.548828
	Iteration 4Q: 3 clusters Score -2274586 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -2274885.750000 Penalty: 4887.548828
	Iteration 5Q: 3 clusters Score -2274886 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2275219.250000 Penalty: 4887.548828
	Iteration 6Q: 3 clusters Score -2275219 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
Score: -2275648.000000 Penalty: 4887.548828
	Iteration 7Q: 3 clusters Score -2275648 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13770 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -2276202.250000 Penalty: 4887.548828
	Iteration 8Q: 3 clusters Score -2276202 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14800 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -2276935.500000 Penalty: 4887.548828
	Iteration 9F: 3 clusters Score -2276936 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2277736.500000 Penalty: 4887.548828
	Iteration 10F: 3 clusters Score -2277736 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2278540.000000 Penalty: 4887.548828
	Iteration 11Q: 3 clusters Score -2278540 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2279163.750000 Penalty: 4887.548828
	Iteration 12Q: 3 clusters Score -2279164 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2279579.000000 Penalty: 4887.548828
	Iteration 13Q: 3 clusters Score -2279579 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -2279831.750000 Penalty: 4887.548828
	Iteration 14Q: 3 clusters Score -2279832 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2280016.250000 Penalty: 4887.548828
	Iteration 15Q: 3 clusters Score -2280016 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2280113.000000 Penalty: 4887.548828
	Iteration 16Q: 3 clusters Score -2280113 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -2280167.250000 Penalty: 4887.548828
	Iteration 17Q: 3 clusters Score -2280167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2280206.000000 Penalty: 4887.548828
	Iteration 18Q: 3 clusters Score -2280206 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -2280236.000000 Penalty: 4887.548828
	Iteration 19Q: 3 clusters Score -2280236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -2280263.250000 Penalty: 4887.548828
	Iteration 20F: 3 clusters Score -2280263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2280282.500000 Penalty: 4887.548828
	Iteration 21Q: 3 clusters Score -2280282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -2280299.250000 Penalty: 4887.548828
	Iteration 22Q: 3 clusters Score -2280299 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -2280310.000000 Penalty: 4887.548828
	Iteration 23Q: 3 clusters Score -2280310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -2280315.000000 Penalty: 4887.548828
	Iteration 24Q: 3 clusters Score -2280315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -2280328.000000 Penalty: 4887.548828
	Iteration 25Q: 3 clusters Score -2280328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2280331.250000 Penalty: 4887.548828
	Iteration 26Q: 3 clusters Score -2280331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -2280335.750000 Penalty: 4887.548828
	Iteration 27Q: 3 clusters Score -2280336 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2280340.500000 Penalty: 4887.548828
	Iteration 28Q: 3 clusters Score -2280340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2280343.250000 Penalty: 4887.548828
	Iteration 29Q: 3 clusters Score -2280343 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18679 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -2280343.250000 Penalty: 4887.548828
	Iteration 30F: 3 clusters Score -2280343 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Entering Unmasked Estep 
Score: -166592.031250 Penalty: 1888.104614
	Iteration 0F: 2 clusters Score -166592 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 1000 members 
Entering Unmasked Estep 
Score: -164035.796875 Penalty: 3776.209229
	Iteration 0F: 3 clusters Score -164035.8 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -164602.234375 Penalty: 3776.209229
	Iteration 1F: 3 clusters Score -164602.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -164777.203125 Penalty: 3776.209229
	Iteration 2F: 3 clusters Score -164777.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -164889.218750 Penalty: 3776.209229
	Iteration 3Q: 3 clusters Score -164889.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -164973.703125 Penalty: 3776.209229
	Iteration 4Q: 3 clusters Score -164973.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -165039.937500 Penalty: 3776.209229
	Iteration 5Q: 3 clusters Score -165039.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -165085.593750 Penalty: 3776.209229
	Iteration 6Q: 3 clusters Score -165085.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -165117.515625 Penalty: 3776.209229
	Iteration 7Q: 3 clusters Score -165117.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -165134.156250 Penalty: 3776.209229
	Iteration 8Q: 3 clusters Score -165134.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165148.859375 Penalty: 3776.209229
	Iteration 9Q: 3 clusters Score -165148.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -165168.031250 Penalty: 3776.209229
	Iteration 10Q: 3 clusters Score -165168 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -165179.921875 Penalty: 3776.209229
	Iteration 11Q: 3 clusters Score -165179.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165188.687500 Penalty: 3776.209229
	Iteration 12Q: 3 clusters Score -165188.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -165195.093750 Penalty: 3776.209229
	Iteration 13Q: 3 clusters Score -165195.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -165199.812500 Penalty: 3776.209229
	Iteration 14Q: 3 clusters Score -165199.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -165205.765625 Penalty: 3776.209229
	Iteration 15Q: 3 clusters Score -165205.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -165210.125000 Penalty: 3776.209229
	Iteration 16Q: 3 clusters Score -165210.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165213.671875 Penalty: 3776.209229
	Iteration 17Q: 3 clusters Score -165213.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -165217.078125 Penalty: 3776.209229
	Iteration 18Q: 3 clusters Score -165217.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -165219.546875 Penalty: 3776.209229
	Iteration 19Q: 3 clusters Score -165219.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -165221.312500 Penalty: 3776.209229
	Iteration 20F: 3 clusters Score -165221.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -165223.562500 Penalty: 3776.209229
	Iteration 21Q: 3 clusters Score -165223.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165224.421875 Penalty: 3776.209229
	Iteration 22Q: 3 clusters Score -165224.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -165224.421875 Penalty: 3776.209229
	Iteration 23F: 3 clusters Score -165224.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -259104.031250 Penalty: 1938.970703
	Iteration 0F: 2 clusters Score -259104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -256192.859375 Penalty: 3877.941406
	Iteration 0F: 3 clusters Score -256192.9 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -256752.031250 Penalty: 3877.941406
	Iteration 1F: 3 clusters Score -256752 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -256904.500000 Penalty: 3877.941406
	Iteration 2F: 3 clusters Score -256904.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -257005.875000 Penalty: 3877.941406
	Iteration 3Q: 3 clusters Score -257005.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -257079.250000 Penalty: 3877.941406
	Iteration 4Q: 3 clusters Score -257079.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -257151.140625 Penalty: 3877.941406
	Iteration 5Q: 3 clusters Score -257151.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -257220.296875 Penalty: 3877.941406
	Iteration 6Q: 3 clusters Score -257220.3 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -257264.562500 Penalty: 3877.941406
	Iteration 7Q: 3 clusters Score -257264.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -257295.328125 Penalty: 3877.941406
	Iteration 8Q: 3 clusters Score -257295.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -257318.406250 Penalty: 3877.941406
	Iteration 9Q: 3 clusters Score -257318.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -257340.109375 Penalty: 3877.941406
	Iteration 10Q: 3 clusters Score -257340.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -257371.750000 Penalty: 3877.941406
	Iteration 11Q: 3 clusters Score -257371.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -257394.921875 Penalty: 3877.941406
	Iteration 12Q: 3 clusters Score -257394.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -257417.921875 Penalty: 3877.941406
	Iteration 13Q: 3 clusters Score -257417.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -257442.921875 Penalty: 3877.941406
	Iteration 14Q: 3 clusters Score -257442.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -257459.343750 Penalty: 3877.941406
	Iteration 15Q: 3 clusters Score -257459.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -257480.937500 Penalty: 3877.941406
	Iteration 16Q: 3 clusters Score -257480.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -257497.328125 Penalty: 3877.941406
	Iteration 17Q: 3 clusters Score -257497.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -257507.234375 Penalty: 3877.941406
	Iteration 18Q: 3 clusters Score -257507.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -257514.625000 Penalty: 3877.941406
	Iteration 19Q: 3 clusters Score -257514.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -257521.156250 Penalty: 3877.941406
	Iteration 20F: 3 clusters Score -257521.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -257525.171875 Penalty: 3877.941406
	Iteration 21Q: 3 clusters Score -257525.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -257530.203125 Penalty: 3877.941406
	Iteration 22Q: 3 clusters Score -257530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -257533.828125 Penalty: 3877.941406
	Iteration 23Q: 3 clusters Score -257533.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -257537.453125 Penalty: 3877.941406
	Iteration 24Q: 3 clusters Score -257537.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -257539.046875 Penalty: 3877.941406
	Iteration 25Q: 3 clusters Score -257539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -257539.671875 Penalty: 3877.941406
	Iteration 26Q: 3 clusters Score -257539.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -257539.671875 Penalty: 3877.941406
	Iteration 27F: 3 clusters Score -257539.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -175755.406250 Penalty: 1837.165161
	Iteration 0F: 2 clusters Score -175755.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -173363.312500 Penalty: 3674.330322
	Iteration 0F: 3 clusters Score -173363.3 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -173790.250000 Penalty: 3674.330322
	Iteration 1F: 3 clusters Score -173790.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -173943.437500 Penalty: 3674.330322
	Iteration 2F: 3 clusters Score -173943.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -174006.046875 Penalty: 3674.330322
	Iteration 3Q: 3 clusters Score -174006 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -174078.296875 Penalty: 3674.330322
	Iteration 4Q: 3 clusters Score -174078.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -174150.578125 Penalty: 3674.330322
	Iteration 5Q: 3 clusters Score -174150.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -174232.125000 Penalty: 3674.330322
	Iteration 6Q: 3 clusters Score -174232.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -174369.109375 Penalty: 3674.330322
	Iteration 7Q: 3 clusters Score -174369.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -174548.296875 Penalty: 3674.330322
	Iteration 8Q: 3 clusters Score -174548.3 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -174761.125000 Penalty: 3674.330322
	Iteration 9Q: 3 clusters Score -174761.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -174979.000000 Penalty: 3674.330322
	Iteration 10F: 3 clusters Score -174979 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -175088.609375 Penalty: 3674.330322
	Iteration 11Q: 3 clusters Score -175088.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -175157.781250 Penalty: 3674.330322
	Iteration 12Q: 3 clusters Score -175157.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -175219.593750 Penalty: 3674.330322
	Iteration 13Q: 3 clusters Score -175219.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -175273.812500 Penalty: 3674.330322
	Iteration 14Q: 3 clusters Score -175273.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -175340.796875 Penalty: 3674.330322
	Iteration 15Q: 3 clusters Score -175340.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -175483.390625 Penalty: 3674.330322
	Iteration 16Q: 3 clusters Score -175483.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -175702.515625 Penalty: 3674.330322
	Iteration 17Q: 3 clusters Score -175702.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -175781.609375 Penalty: 3674.330322
	Iteration 18Q: 3 clusters Score -175781.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -175802.578125 Penalty: 3674.330322
	Iteration 19Q: 3 clusters Score -175802.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -175804.593750 Penalty: 3674.330322
	Iteration 20F: 3 clusters Score -175804.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 16288 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 305502 members 
Mstep: Class 6 contains 20999 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 5924 members 
Mstep: Class 9 contains 7513 members 
Mstep: Class 10 contains 81630 members 
Mstep: Class 11 contains 14103 members 
Mstep: Class 12 contains 43479 members 
Mstep: Class 13 contains 34442 members 
Mstep: Class 14 contains 29738 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 13270 members 
Mstep: Class 18 contains 51784 members 
Mstep: Class 19 contains 12041 members 
Mstep: Class 20 contains 19362 members 
Mstep: Class 21 contains 126465 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22929 members 
Mstep: Class 25 contains 279969 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 27 contains 19033 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2486 members 
Mstep: Class 30 contains 1092 members 
Mstep: Class 31 contains 268865 members 
Mstep: Class 32 contains 557 members 
Entering Unmasked Estep 
Score: -161523424.000000 Penalty: 112415.234375
Splitting cluster 30 changes total score from -161523472.000000 to -161523424.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (268865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268865 members 
Entering Unmasked Estep 
Score: -31607776.000000 Penalty: 3100.487305
	Iteration 0F: 2 clusters Score -3.160778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134598 members 
Mstep: Class 2 contains 134267 members 
Entering Unmasked Estep 
Score: -31427928.000000 Penalty: 6200.974609
	Iteration 0F: 3 clusters Score -3.142793e+07 nChanged 130230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138200 members 
Mstep: Class 2 contains 130665 members 
Entering Unmasked Estep 
Score: -31505676.000000 Penalty: 6200.974609
	Iteration 1F: 3 clusters Score -3.150568e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140672 members 
Mstep: Class 2 contains 128193 members 
Entering Unmasked Estep 
Score: -31507222.000000 Penalty: 6200.974609
	Iteration 2Q: 3 clusters Score -3.150722e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144613 members 
Mstep: Class 2 contains 124252 members 
Entering Unmasked Estep 
Score: -31509514.000000 Penalty: 6200.974609
	Iteration 3Q: 3 clusters Score -3.150951e+07 nChanged 10626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150715 members 
Mstep: Class 2 contains 118150 members 
Entering Unmasked Estep 
Score: -31513378.000000 Penalty: 6200.974609
	Iteration 4Q: 3 clusters Score -3.151338e+07 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159955 members 
Mstep: Class 2 contains 108910 members 
Entering Unmasked Estep 
Score: -31520720.000000 Penalty: 6200.974609
	Iteration 5F: 3 clusters Score -3.152072e+07 nChanged 18729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172908 members 
Mstep: Class 2 contains 95957 members 
Entering Unmasked Estep 
Score: -31533744.000000 Penalty: 6200.974609
	Iteration 6F: 3 clusters Score -3.153374e+07 nChanged 22402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188422 members 
Mstep: Class 2 contains 80443 members 
Entering Unmasked Estep 
Score: -31554260.000000 Penalty: 6200.974609
	Iteration 7F: 3 clusters Score -3.155426e+07 nChanged 21645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200789 members 
Mstep: Class 2 contains 68076 members 
Entering Unmasked Estep 
Score: -31581086.000000 Penalty: 6200.974609
	Iteration 8F: 3 clusters Score -3.158109e+07 nChanged 16128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204757 members 
Mstep: Class 2 contains 64108 members 
Entering Unmasked Estep 
Score: -31598150.000000 Penalty: 6200.974609
	Iteration 9F: 3 clusters Score -3.159815e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205042 members 
Mstep: Class 2 contains 63823 members 
Entering Unmasked Estep 
Score: -31601616.000000 Penalty: 6200.974609
	Iteration 10Q: 3 clusters Score -3.160162e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205012 members 
Mstep: Class 2 contains 63853 members 
Entering Unmasked Estep 
Score: -31602738.000000 Penalty: 6200.974609
	Iteration 11Q: 3 clusters Score -3.160274e+07 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204813 members 
Mstep: Class 2 contains 64052 members 
Entering Unmasked Estep 
Score: -31603168.000000 Penalty: 6200.974609
	Iteration 12Q: 3 clusters Score -3.160317e+07 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204542 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -31603494.000000 Penalty: 6200.974609
	Iteration 13Q: 3 clusters Score -3.160349e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204225 members 
Mstep: Class 2 contains 64640 members 
Entering Unmasked Estep 
Score: -31603692.000000 Penalty: 6200.974609
	Iteration 14Q: 3 clusters Score -3.160369e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203908 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -31603958.000000 Penalty: 6200.974609
	Iteration 15Q: 3 clusters Score -3.160396e+07 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203643 members 
Mstep: Class 2 contains 65222 members 
Entering Unmasked Estep 
Score: -31604066.000000 Penalty: 6200.974609
	Iteration 16Q: 3 clusters Score -3.160407e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203417 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -31604198.000000 Penalty: 6200.974609
	Iteration 17Q: 3 clusters Score -3.16042e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203201 members 
Mstep: Class 2 contains 65664 members 
Entering Unmasked Estep 
Score: -31604212.000000 Penalty: 6200.974609
	Iteration 18Q: 3 clusters Score -3.160421e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202979 members 
Mstep: Class 2 contains 65886 members 
Entering Unmasked Estep 
Score: -31604206.000000 Penalty: 6200.974609
	Iteration 19Q: 3 clusters Score -3.160421e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202781 members 
Mstep: Class 2 contains 66084 members 
Entering Unmasked Estep 
Score: -31604132.000000 Penalty: 6200.974609
	Iteration 20F: 3 clusters Score -3.160413e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202599 members 
Mstep: Class 2 contains 66266 members 
Entering Unmasked Estep 
Score: -31604168.000000 Penalty: 6200.974609
	Iteration 21Q: 3 clusters Score -3.160417e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202426 members 
Mstep: Class 2 contains 66439 members 
Entering Unmasked Estep 
Score: -31604170.000000 Penalty: 6200.974609
	Iteration 22Q: 3 clusters Score -3.160417e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202276 members 
Mstep: Class 2 contains 66589 members 
Entering Unmasked Estep 
Score: -31604146.000000 Penalty: 6200.974609
	Iteration 23Q: 3 clusters Score -3.160415e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202128 members 
Mstep: Class 2 contains 66737 members 
Entering Unmasked Estep 
Score: -31604142.000000 Penalty: 6200.974609
	Iteration 24Q: 3 clusters Score -3.160414e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201986 members 
Mstep: Class 2 contains 66879 members 
Entering Unmasked Estep 
Score: -31604128.000000 Penalty: 6200.974609
	Iteration 25Q: 3 clusters Score -3.160413e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201867 members 
Mstep: Class 2 contains 66998 members 
Entering Unmasked Estep 
Score: -31604132.000000 Penalty: 6200.974609
	Iteration 26Q: 3 clusters Score -3.160413e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201755 members 
Mstep: Class 2 contains 67110 members 
Entering Unmasked Estep 
Score: -31604116.000000 Penalty: 6200.974609
	Iteration 27Q: 3 clusters Score -3.160412e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201642 members 
Mstep: Class 2 contains 67223 members 
Entering Unmasked Estep 
Score: -31604134.000000 Penalty: 6200.974609
	Iteration 28Q: 3 clusters Score -3.160413e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201536 members 
Mstep: Class 2 contains 67329 members 
Entering Unmasked Estep 
Score: -31604140.000000 Penalty: 6200.974609
	Iteration 29Q: 3 clusters Score -3.160414e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201433 members 
Mstep: Class 2 contains 67432 members 
Entering Unmasked Estep 
Score: -31604136.000000 Penalty: 6200.974609
	Iteration 30Q: 3 clusters Score -3.160414e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201368 members 
Mstep: Class 2 contains 67497 members 
Entering Unmasked Estep 
Score: -31604134.000000 Penalty: 6200.974609
	Iteration 31Q: 3 clusters Score -3.160413e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201295 members 
Mstep: Class 2 contains 67570 members 
Entering Unmasked Estep 
Score: -31604108.000000 Penalty: 6200.974609
	Iteration 32Q: 3 clusters Score -3.160411e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201222 members 
Mstep: Class 2 contains 67643 members 
Entering Unmasked Estep 
Score: -31604120.000000 Penalty: 6200.974609
	Iteration 33Q: 3 clusters Score -3.160412e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201148 members 
Mstep: Class 2 contains 67717 members 
Entering Unmasked Estep 
Score: -31604136.000000 Penalty: 6200.974609
	Iteration 34Q: 3 clusters Score -3.160414e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201072 members 
Mstep: Class 2 contains 67793 members 
Entering Unmasked Estep 
Score: -31604118.000000 Penalty: 6200.974609
	Iteration 35Q: 3 clusters Score -3.160412e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200982 members 
Mstep: Class 2 contains 67883 members 
Entering Unmasked Estep 
Score: -31604096.000000 Penalty: 6200.974609
	Iteration 36Q: 3 clusters Score -3.16041e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200899 members 
Mstep: Class 2 contains 67966 members 
Entering Unmasked Estep 
Score: -31604062.000000 Penalty: 6200.974609
	Iteration 37Q: 3 clusters Score -3.160406e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200822 members 
Mstep: Class 2 contains 68043 members 
Entering Unmasked Estep 
Score: -31604050.000000 Penalty: 6200.974609
	Iteration 38Q: 3 clusters Score -3.160405e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200756 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -31604064.000000 Penalty: 6200.974609
	Iteration 39Q: 3 clusters Score -3.160406e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200691 members 
Mstep: Class 2 contains 68174 members 
Entering Unmasked Estep 
Score: -31604086.000000 Penalty: 6200.974609
	Iteration 40F: 3 clusters Score -3.160409e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200636 members 
Mstep: Class 2 contains 68229 members 
Entering Unmasked Estep 
Score: -31604086.000000 Penalty: 6200.974609
	Iteration 41Q: 3 clusters Score -3.160409e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200581 members 
Mstep: Class 2 contains 68284 members 
Entering Unmasked Estep 
Score: -31604052.000000 Penalty: 6200.974609
	Iteration 42Q: 3 clusters Score -3.160405e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200537 members 
Mstep: Class 2 contains 68328 members 
Entering Unmasked Estep 
Score: -31604044.000000 Penalty: 6200.974609
	Iteration 43Q: 3 clusters Score -3.160404e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200486 members 
Mstep: Class 2 contains 68379 members 
Entering Unmasked Estep 
Score: -31604058.000000 Penalty: 6200.974609
	Iteration 44Q: 3 clusters Score -3.160406e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200447 members 
Mstep: Class 2 contains 68418 members 
Entering Unmasked Estep 
Score: -31604032.000000 Penalty: 6200.974609
	Iteration 45Q: 3 clusters Score -3.160403e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200419 members 
Mstep: Class 2 contains 68446 members 
Entering Unmasked Estep 
Score: -31604038.000000 Penalty: 6200.974609
	Iteration 46Q: 3 clusters Score -3.160404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200384 members 
Mstep: Class 2 contains 68481 members 
Entering Unmasked Estep 
Score: -31604064.000000 Penalty: 6200.974609
	Iteration 47Q: 3 clusters Score -3.160406e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200358 members 
Mstep: Class 2 contains 68507 members 
Entering Unmasked Estep 
Score: -31604052.000000 Penalty: 6200.974609
	Iteration 48Q: 3 clusters Score -3.160405e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200337 members 
Mstep: Class 2 contains 68528 members 
Entering Unmasked Estep 
Score: -31604066.000000 Penalty: 6200.974609
	Iteration 49Q: 3 clusters Score -3.160407e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200317 members 
Mstep: Class 2 contains 68548 members 
Entering Unmasked Estep 
Score: -31604056.000000 Penalty: 6200.974609
	Iteration 50Q: 3 clusters Score -3.160406e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200296 members 
Mstep: Class 2 contains 68569 members 
Entering Unmasked Estep 
Score: -31604070.000000 Penalty: 6200.974609
	Iteration 51Q: 3 clusters Score -3.160407e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200270 members 
Mstep: Class 2 contains 68595 members 
Entering Unmasked Estep 
Score: -31604054.000000 Penalty: 6200.974609
	Iteration 52Q: 3 clusters Score -3.160405e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200244 members 
Mstep: Class 2 contains 68621 members 
Entering Unmasked Estep 
Score: -31604068.000000 Penalty: 6200.974609
	Iteration 53Q: 3 clusters Score -3.160407e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200214 members 
Mstep: Class 2 contains 68651 members 
Entering Unmasked Estep 
Score: -31604062.000000 Penalty: 6200.974609
	Iteration 54Q: 3 clusters Score -3.160406e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200178 members 
Mstep: Class 2 contains 68687 members 
Entering Unmasked Estep 
Score: -31604072.000000 Penalty: 6200.974609
	Iteration 55Q: 3 clusters Score -3.160407e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200151 members 
Mstep: Class 2 contains 68714 members 
Entering Unmasked Estep 
Score: -31604080.000000 Penalty: 6200.974609
	Iteration 56Q: 3 clusters Score -3.160408e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200120 members 
Mstep: Class 2 contains 68745 members 
Entering Unmasked Estep 
Score: -31604080.000000 Penalty: 6200.974609
	Iteration 57Q: 3 clusters Score -3.160408e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200098 members 
Mstep: Class 2 contains 68767 members 
Entering Unmasked Estep 
Score: -31604082.000000 Penalty: 6200.974609
	Iteration 58Q: 3 clusters Score -3.160408e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200073 members 
Mstep: Class 2 contains 68792 members 
Entering Unmasked Estep 
Score: -31604088.000000 Penalty: 6200.974609
	Iteration 59Q: 3 clusters Score -3.160409e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200045 members 
Mstep: Class 2 contains 68820 members 
Entering Unmasked Estep 
Score: -31604088.000000 Penalty: 6200.974609
	Iteration 60F: 3 clusters Score -3.160409e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200015 members 
Mstep: Class 2 contains 68850 members 
Entering Unmasked Estep 
Score: -31604096.000000 Penalty: 6200.974609
	Iteration 61Q: 3 clusters Score -3.16041e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199972 members 
Mstep: Class 2 contains 68893 members 
Entering Unmasked Estep 
Score: -31604082.000000 Penalty: 6200.974609
	Iteration 62Q: 3 clusters Score -3.160408e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199934 members 
Mstep: Class 2 contains 68931 members 
Entering Unmasked Estep 
Score: -31604068.000000 Penalty: 6200.974609
	Iteration 63Q: 3 clusters Score -3.160407e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199895 members 
Mstep: Class 2 contains 68970 members 
Entering Unmasked Estep 
Score: -31604054.000000 Penalty: 6200.974609
	Iteration 64Q: 3 clusters Score -3.160405e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199857 members 
Mstep: Class 2 contains 69008 members 
Entering Unmasked Estep 
Score: -31604024.000000 Penalty: 6200.974609
	Iteration 65Q: 3 clusters Score -3.160402e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199819 members 
Mstep: Class 2 contains 69046 members 
Entering Unmasked Estep 
Score: -31604050.000000 Penalty: 6200.974609
	Iteration 66Q: 3 clusters Score -3.160405e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199785 members 
Mstep: Class 2 contains 69080 members 
Entering Unmasked Estep 
Score: -31604030.000000 Penalty: 6200.974609
	Iteration 67Q: 3 clusters Score -3.160403e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199751 members 
Mstep: Class 2 contains 69114 members 
Entering Unmasked Estep 
Score: -31604022.000000 Penalty: 6200.974609
	Iteration 68Q: 3 clusters Score -3.160402e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199711 members 
Mstep: Class 2 contains 69154 members 
Entering Unmasked Estep 
Score: -31604006.000000 Penalty: 6200.974609
	Iteration 69Q: 3 clusters Score -3.160401e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199681 members 
Mstep: Class 2 contains 69184 members 
Entering Unmasked Estep 
Score: -31604018.000000 Penalty: 6200.974609
	Iteration 70Q: 3 clusters Score -3.160402e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199656 members 
Mstep: Class 2 contains 69209 members 
Entering Unmasked Estep 
Score: -31603992.000000 Penalty: 6200.974609
	Iteration 71Q: 3 clusters Score -3.160399e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199634 members 
Mstep: Class 2 contains 69231 members 
Entering Unmasked Estep 
Score: -31604010.000000 Penalty: 6200.974609
	Iteration 72Q: 3 clusters Score -3.160401e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199615 members 
Mstep: Class 2 contains 69250 members 
Entering Unmasked Estep 
Score: -31604022.000000 Penalty: 6200.974609
	Iteration 73Q: 3 clusters Score -3.160402e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199600 members 
Mstep: Class 2 contains 69265 members 
Entering Unmasked Estep 
Score: -31604004.000000 Penalty: 6200.974609
	Iteration 74Q: 3 clusters Score -3.1604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199583 members 
Mstep: Class 2 contains 69282 members 
Entering Unmasked Estep 
Score: -31603978.000000 Penalty: 6200.974609
	Iteration 75Q: 3 clusters Score -3.160398e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199567 members 
Mstep: Class 2 contains 69298 members 
Entering Unmasked Estep 
Score: -31603976.000000 Penalty: 6200.974609
	Iteration 76Q: 3 clusters Score -3.160398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199557 members 
Mstep: Class 2 contains 69308 members 
Entering Unmasked Estep 
Score: -31603986.000000 Penalty: 6200.974609
	Iteration 77Q: 3 clusters Score -3.160399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199549 members 
Mstep: Class 2 contains 69316 members 
Entering Unmasked Estep 
Score: -31603996.000000 Penalty: 6200.974609
	Iteration 78Q: 3 clusters Score -3.1604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199538 members 
Mstep: Class 2 contains 69327 members 
Entering Unmasked Estep 
Score: -31604000.000000 Penalty: 6200.974609
	Iteration 79Q: 3 clusters Score -3.1604e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199529 members 
Mstep: Class 2 contains 69336 members 
Entering Unmasked Estep 
Score: -31603992.000000 Penalty: 6200.974609
	Iteration 80F: 3 clusters Score -3.160399e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199520 members 
Mstep: Class 2 contains 69345 members 
Entering Unmasked Estep 
Score: -31603990.000000 Penalty: 6200.974609
	Iteration 81Q: 3 clusters Score -3.160399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199512 members 
Mstep: Class 2 contains 69353 members 
Entering Unmasked Estep 
Score: -31603990.000000 Penalty: 6200.974609
	Iteration 82Q: 3 clusters Score -3.160399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199506 members 
Mstep: Class 2 contains 69359 members 
Entering Unmasked Estep 
Score: -31603986.000000 Penalty: 6200.974609
	Iteration 83Q: 3 clusters Score -3.160399e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199493 members 
Mstep: Class 2 contains 69372 members 
Entering Unmasked Estep 
Score: -31603980.000000 Penalty: 6200.974609
	Iteration 84Q: 3 clusters Score -3.160398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199483 members 
Mstep: Class 2 contains 69382 members 
Entering Unmasked Estep 
Score: -31603990.000000 Penalty: 6200.974609
	Iteration 85Q: 3 clusters Score -3.160399e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199469 members 
Mstep: Class 2 contains 69396 members 
Entering Unmasked Estep 
Score: -31603982.000000 Penalty: 6200.974609
	Iteration 86Q: 3 clusters Score -3.160398e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199455 members 
Mstep: Class 2 contains 69410 members 
Entering Unmasked Estep 
Score: -31603974.000000 Penalty: 6200.974609
	Iteration 87Q: 3 clusters Score -3.160397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199446 members 
Mstep: Class 2 contains 69419 members 
Entering Unmasked Estep 
Score: -31603978.000000 Penalty: 6200.974609
	Iteration 88Q: 3 clusters Score -3.160398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199436 members 
Mstep: Class 2 contains 69429 members 
Entering Unmasked Estep 
Score: -31603956.000000 Penalty: 6200.974609
	Iteration 89Q: 3 clusters Score -3.160396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199421 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -31603980.000000 Penalty: 6200.974609
	Iteration 90Q: 3 clusters Score -3.160398e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199412 members 
Mstep: Class 2 contains 69453 members 
Entering Unmasked Estep 
Score: -31603970.000000 Penalty: 6200.974609
	Iteration 91Q: 3 clusters Score -3.160397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199405 members 
Mstep: Class 2 contains 69460 members 
Entering Unmasked Estep 
Score: -31603968.000000 Penalty: 6200.974609
	Iteration 92Q: 3 clusters Score -3.160397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199396 members 
Mstep: Class 2 contains 69469 members 
Entering Unmasked Estep 
Score: -31603986.000000 Penalty: 6200.974609
	Iteration 93Q: 3 clusters Score -3.160399e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199388 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -31603976.000000 Penalty: 6200.974609
	Iteration 94Q: 3 clusters Score -3.160398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199381 members 
Mstep: Class 2 contains 69484 members 
Entering Unmasked Estep 
Score: -31603982.000000 Penalty: 6200.974609
	Iteration 95Q: 3 clusters Score -3.160398e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199373 members 
Mstep: Class 2 contains 69492 members 
Entering Unmasked Estep 
Score: -31603988.000000 Penalty: 6200.974609
	Iteration 96Q: 3 clusters Score -3.160399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199361 members 
Mstep: Class 2 contains 69504 members 
Entering Unmasked Estep 
Score: -31603968.000000 Penalty: 6200.974609
	Iteration 97Q: 3 clusters Score -3.160397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199351 members 
Mstep: Class 2 contains 69514 members 
Entering Unmasked Estep 
Score: -31603960.000000 Penalty: 6200.974609
	Iteration 98Q: 3 clusters Score -3.160396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199337 members 
Mstep: Class 2 contains 69528 members 
Entering Unmasked Estep 
Score: -31603972.000000 Penalty: 6200.974609
	Iteration 99Q: 3 clusters Score -3.160397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199322 members 
Mstep: Class 2 contains 69543 members 
Entering Unmasked Estep 
Score: -31603998.000000 Penalty: 6200.974609
	Iteration 100F: 3 clusters Score -3.1604e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199306 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -31603996.000000 Penalty: 6200.974609
	Iteration 101Q: 3 clusters Score -3.1604e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199291 members 
Mstep: Class 2 contains 69574 members 
Entering Unmasked Estep 
Score: -31603996.000000 Penalty: 6200.974609
	Iteration 102Q: 3 clusters Score -3.1604e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199277 members 
Mstep: Class 2 contains 69588 members 
Entering Unmasked Estep 
Score: -31603974.000000 Penalty: 6200.974609
	Iteration 103Q: 3 clusters Score -3.160397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199266 members 
Mstep: Class 2 contains 69599 members 
Entering Unmasked Estep 
Score: -31603990.000000 Penalty: 6200.974609
	Iteration 104Q: 3 clusters Score -3.160399e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199256 members 
Mstep: Class 2 contains 69609 members 
Entering Unmasked Estep 
Score: -31603992.000000 Penalty: 6200.974609
	Iteration 105Q: 3 clusters Score -3.160399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199244 members 
Mstep: Class 2 contains 69621 members 
Entering Unmasked Estep 
Score: -31603984.000000 Penalty: 6200.974609
	Iteration 106Q: 3 clusters Score -3.160398e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199232 members 
Mstep: Class 2 contains 69633 members 
Entering Unmasked Estep 
Score: -31603964.000000 Penalty: 6200.974609
	Iteration 107Q: 3 clusters Score -3.160396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199216 members 
Mstep: Class 2 contains 69649 members 
Entering Unmasked Estep 
Score: -31603972.000000 Penalty: 6200.974609
	Iteration 108Q: 3 clusters Score -3.160397e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199197 members 
Mstep: Class 2 contains 69668 members 
Entering Unmasked Estep 
Score: -31603978.000000 Penalty: 6200.974609
	Iteration 109Q: 3 clusters Score -3.160398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199177 members 
Mstep: Class 2 contains 69688 members 
Entering Unmasked Estep 
Score: -31603946.000000 Penalty: 6200.974609
	Iteration 110Q: 3 clusters Score -3.160395e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199149 members 
Mstep: Class 2 contains 69716 members 
Entering Unmasked Estep 
Score: -31603930.000000 Penalty: 6200.974609
	Iteration 111Q: 3 clusters Score -3.160393e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199116 members 
Mstep: Class 2 contains 69749 members 
Entering Unmasked Estep 
Score: -31603944.000000 Penalty: 6200.974609
	Iteration 112Q: 3 clusters Score -3.160394e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199085 members 
Mstep: Class 2 contains 69780 members 
Entering Unmasked Estep 
Score: -31603950.000000 Penalty: 6200.974609
	Iteration 113Q: 3 clusters Score -3.160395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199056 members 
Mstep: Class 2 contains 69809 members 
Entering Unmasked Estep 
Score: -31603950.000000 Penalty: 6200.974609
	Iteration 114Q: 3 clusters Score -3.160395e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199030 members 
Mstep: Class 2 contains 69835 members 
Entering Unmasked Estep 
Score: -31603958.000000 Penalty: 6200.974609
	Iteration 115Q: 3 clusters Score -3.160396e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198990 members 
Mstep: Class 2 contains 69875 members 
Entering Unmasked Estep 
Score: -31603934.000000 Penalty: 6200.974609
	Iteration 116Q: 3 clusters Score -3.160393e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198948 members 
Mstep: Class 2 contains 69917 members 
Entering Unmasked Estep 
Score: -31603962.000000 Penalty: 6200.974609
	Iteration 117Q: 3 clusters Score -3.160396e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198918 members 
Mstep: Class 2 contains 69947 members 
Entering Unmasked Estep 
Score: -31603988.000000 Penalty: 6200.974609
	Iteration 118Q: 3 clusters Score -3.160399e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198894 members 
Mstep: Class 2 contains 69971 members 
Entering Unmasked Estep 
Score: -31603994.000000 Penalty: 6200.974609
	Iteration 119Q: 3 clusters Score -3.160399e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198871 members 
Mstep: Class 2 contains 69994 members 
Entering Unmasked Estep 
Score: -31604042.000000 Penalty: 6200.974609
	Iteration 120F: 3 clusters Score -3.160404e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198839 members 
Mstep: Class 2 contains 70026 members 
Entering Unmasked Estep 
Score: -31604032.000000 Penalty: 6200.974609
	Iteration 121Q: 3 clusters Score -3.160403e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198807 members 
Mstep: Class 2 contains 70058 members 
Entering Unmasked Estep 
Score: -31604030.000000 Penalty: 6200.974609
	Iteration 122Q: 3 clusters Score -3.160403e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198782 members 
Mstep: Class 2 contains 70083 members 
Entering Unmasked Estep 
Score: -31604048.000000 Penalty: 6200.974609
	Iteration 123Q: 3 clusters Score -3.160405e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198757 members 
Mstep: Class 2 contains 70108 members 
Entering Unmasked Estep 
Score: -31604034.000000 Penalty: 6200.974609
	Iteration 124Q: 3 clusters Score -3.160403e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198727 members 
Mstep: Class 2 contains 70138 members 
Entering Unmasked Estep 
Score: -31604064.000000 Penalty: 6200.974609
	Iteration 125Q: 3 clusters Score -3.160406e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198692 members 
Mstep: Class 2 contains 70173 members 
Entering Unmasked Estep 
Score: -31604042.000000 Penalty: 6200.974609
	Iteration 126Q: 3 clusters Score -3.160404e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198664 members 
Mstep: Class 2 contains 70201 members 
Entering Unmasked Estep 
Score: -31604030.000000 Penalty: 6200.974609
	Iteration 127Q: 3 clusters Score -3.160403e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198641 members 
Mstep: Class 2 contains 70224 members 
Entering Unmasked Estep 
Score: -31604026.000000 Penalty: 6200.974609
	Iteration 128Q: 3 clusters Score -3.160403e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198621 members 
Mstep: Class 2 contains 70244 members 
Entering Unmasked Estep 
Score: -31604022.000000 Penalty: 6200.974609
	Iteration 129Q: 3 clusters Score -3.160402e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198603 members 
Mstep: Class 2 contains 70262 members 
Entering Unmasked Estep 
Score: -31604030.000000 Penalty: 6200.974609
	Iteration 130Q: 3 clusters Score -3.160403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198585 members 
Mstep: Class 2 contains 70280 members 
Entering Unmasked Estep 
Score: -31604008.000000 Penalty: 6200.974609
	Iteration 131Q: 3 clusters Score -3.160401e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198569 members 
Mstep: Class 2 contains 70296 members 
Entering Unmasked Estep 
Score: -31604006.000000 Penalty: 6200.974609
	Iteration 132Q: 3 clusters Score -3.160401e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198556 members 
Mstep: Class 2 contains 70309 members 
Entering Unmasked Estep 
Score: -31603994.000000 Penalty: 6200.974609
	Iteration 133Q: 3 clusters Score -3.160399e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198537 members 
Mstep: Class 2 contains 70328 members 
Entering Unmasked Estep 
Score: -31604016.000000 Penalty: 6200.974609
	Iteration 134Q: 3 clusters Score -3.160402e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198517 members 
Mstep: Class 2 contains 70348 members 
Entering Unmasked Estep 
Score: -31603996.000000 Penalty: 6200.974609
	Iteration 135Q: 3 clusters Score -3.1604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198492 members 
Mstep: Class 2 contains 70373 members 
Entering Unmasked Estep 
Score: -31604010.000000 Penalty: 6200.974609
	Iteration 136Q: 3 clusters Score -3.160401e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198460 members 
Mstep: Class 2 contains 70405 members 
Entering Unmasked Estep 
Score: -31604010.000000 Penalty: 6200.974609
	Iteration 137Q: 3 clusters Score -3.160401e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198428 members 
Mstep: Class 2 contains 70437 members 
Entering Unmasked Estep 
Score: -31604034.000000 Penalty: 6200.974609
	Iteration 138Q: 3 clusters Score -3.160403e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198393 members 
Mstep: Class 2 contains 70472 members 
Entering Unmasked Estep 
Score: -31604038.000000 Penalty: 6200.974609
	Iteration 139Q: 3 clusters Score -3.160404e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198357 members 
Mstep: Class 2 contains 70508 members 
Entering Unmasked Estep 
Score: -31604040.000000 Penalty: 6200.974609
	Iteration 140F: 3 clusters Score -3.160404e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198322 members 
Mstep: Class 2 contains 70543 members 
Entering Unmasked Estep 
Score: -31604020.000000 Penalty: 6200.974609
	Iteration 141Q: 3 clusters Score -3.160402e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198283 members 
Mstep: Class 2 contains 70582 members 
Entering Unmasked Estep 
Score: -31604000.000000 Penalty: 6200.974609
	Iteration 142Q: 3 clusters Score -3.1604e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198239 members 
Mstep: Class 2 contains 70626 members 
Entering Unmasked Estep 
Score: -31604008.000000 Penalty: 6200.974609
	Iteration 143Q: 3 clusters Score -3.160401e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198190 members 
Mstep: Class 2 contains 70675 members 
Entering Unmasked Estep 
Score: -31603972.000000 Penalty: 6200.974609
	Iteration 144Q: 3 clusters Score -3.160397e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198141 members 
Mstep: Class 2 contains 70724 members 
Entering Unmasked Estep 
Score: -31603952.000000 Penalty: 6200.974609
	Iteration 145Q: 3 clusters Score -3.160395e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198100 members 
Mstep: Class 2 contains 70765 members 
Entering Unmasked Estep 
Score: -31603964.000000 Penalty: 6200.974609
	Iteration 146Q: 3 clusters Score -3.160396e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198069 members 
Mstep: Class 2 contains 70796 members 
Entering Unmasked Estep 
Score: -31603968.000000 Penalty: 6200.974609
	Iteration 147Q: 3 clusters Score -3.160397e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198032 members 
Mstep: Class 2 contains 70833 members 
Entering Unmasked Estep 
Score: -31603994.000000 Penalty: 6200.974609
	Iteration 148Q: 3 clusters Score -3.160399e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198001 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -31603978.000000 Penalty: 6200.974609
	Iteration 149Q: 3 clusters Score -3.160398e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197966 members 
Mstep: Class 2 contains 70899 members 
Entering Unmasked Estep 
Score: -31603974.000000 Penalty: 6200.974609
	Iteration 150Q: 3 clusters Score -3.160397e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197926 members 
Mstep: Class 2 contains 70939 members 
Entering Unmasked Estep 
Score: -31603974.000000 Penalty: 6200.974609
	Iteration 151Q: 3 clusters Score -3.160397e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197892 members 
Mstep: Class 2 contains 70973 members 
Entering Unmasked Estep 
Score: -31603970.000000 Penalty: 6200.974609
	Iteration 152Q: 3 clusters Score -3.160397e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197862 members 
Mstep: Class 2 contains 71003 members 
Entering Unmasked Estep 
Score: -31603972.000000 Penalty: 6200.974609
	Iteration 153Q: 3 clusters Score -3.160397e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197823 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -31603942.000000 Penalty: 6200.974609
	Iteration 154Q: 3 clusters Score -3.160394e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197796 members 
Mstep: Class 2 contains 71069 members 
Entering Unmasked Estep 
Score: -31603946.000000 Penalty: 6200.974609
	Iteration 155Q: 3 clusters Score -3.160395e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197772 members 
Mstep: Class 2 contains 71093 members 
Entering Unmasked Estep 
Score: -31603964.000000 Penalty: 6200.974609
	Iteration 156Q: 3 clusters Score -3.160396e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197749 members 
Mstep: Class 2 contains 71116 members 
Entering Unmasked Estep 
Score: -31603962.000000 Penalty: 6200.974609
	Iteration 157Q: 3 clusters Score -3.160396e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197723 members 
Mstep: Class 2 contains 71142 members 
Entering Unmasked Estep 
Score: -31603934.000000 Penalty: 6200.974609
	Iteration 158Q: 3 clusters Score -3.160393e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197699 members 
Mstep: Class 2 contains 71166 members 
Entering Unmasked Estep 
Score: -31603942.000000 Penalty: 6200.974609
	Iteration 159Q: 3 clusters Score -3.160394e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197675 members 
Mstep: Class 2 contains 71190 members 
Entering Unmasked Estep 
Score: -31603942.000000 Penalty: 6200.974609
	Iteration 160F: 3 clusters Score -3.160394e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197646 members 
Mstep: Class 2 contains 71219 members 
Entering Unmasked Estep 
Score: -31603936.000000 Penalty: 6200.974609
	Iteration 161Q: 3 clusters Score -3.160394e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197614 members 
Mstep: Class 2 contains 71251 members 
Entering Unmasked Estep 
Score: -31603952.000000 Penalty: 6200.974609
	Iteration 162Q: 3 clusters Score -3.160395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197583 members 
Mstep: Class 2 contains 71282 members 
Entering Unmasked Estep 
Score: -31603938.000000 Penalty: 6200.974609
	Iteration 163Q: 3 clusters Score -3.160394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197563 members 
Mstep: Class 2 contains 71302 members 
Entering Unmasked Estep 
Score: -31603906.000000 Penalty: 6200.974609
	Iteration 164Q: 3 clusters Score -3.160391e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197547 members 
Mstep: Class 2 contains 71318 members 
Entering Unmasked Estep 
Score: -31603930.000000 Penalty: 6200.974609
	Iteration 165Q: 3 clusters Score -3.160393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197525 members 
Mstep: Class 2 contains 71340 members 
Entering Unmasked Estep 
Score: -31603934.000000 Penalty: 6200.974609
	Iteration 166Q: 3 clusters Score -3.160393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197496 members 
Mstep: Class 2 contains 71369 members 
Entering Unmasked Estep 
Score: -31603914.000000 Penalty: 6200.974609
	Iteration 167Q: 3 clusters Score -3.160391e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197472 members 
Mstep: Class 2 contains 71393 members 
Entering Unmasked Estep 
Score: -31603942.000000 Penalty: 6200.974609
	Iteration 168Q: 3 clusters Score -3.160394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197452 members 
Mstep: Class 2 contains 71413 members 
Entering Unmasked Estep 
Score: -31603936.000000 Penalty: 6200.974609
	Iteration 169Q: 3 clusters Score -3.160394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197430 members 
Mstep: Class 2 contains 71435 members 
Entering Unmasked Estep 
Score: -31603930.000000 Penalty: 6200.974609
	Iteration 170Q: 3 clusters Score -3.160393e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197408 members 
Mstep: Class 2 contains 71457 members 
Entering Unmasked Estep 
Score: -31603932.000000 Penalty: 6200.974609
	Iteration 171Q: 3 clusters Score -3.160393e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197381 members 
Mstep: Class 2 contains 71484 members 
Entering Unmasked Estep 
Score: -31603930.000000 Penalty: 6200.974609
	Iteration 172Q: 3 clusters Score -3.160393e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197355 members 
Mstep: Class 2 contains 71510 members 
Entering Unmasked Estep 
Score: -31603934.000000 Penalty: 6200.974609
	Iteration 173Q: 3 clusters Score -3.160393e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197327 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -31603956.000000 Penalty: 6200.974609
	Iteration 174Q: 3 clusters Score -3.160396e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197302 members 
Mstep: Class 2 contains 71563 members 
Entering Unmasked Estep 
Score: -31603946.000000 Penalty: 6200.974609
	Iteration 175Q: 3 clusters Score -3.160395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197280 members 
Mstep: Class 2 contains 71585 members 
Entering Unmasked Estep 
Score: -31603968.000000 Penalty: 6200.974609
	Iteration 176Q: 3 clusters Score -3.160397e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197263 members 
Mstep: Class 2 contains 71602 members 
Entering Unmasked Estep 
Score: -31603960.000000 Penalty: 6200.974609
	Iteration 177Q: 3 clusters Score -3.160396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197245 members 
Mstep: Class 2 contains 71620 members 
Entering Unmasked Estep 
Score: -31603964.000000 Penalty: 6200.974609
	Iteration 178Q: 3 clusters Score -3.160396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197231 members 
Mstep: Class 2 contains 71634 members 
Entering Unmasked Estep 
Score: -31603946.000000 Penalty: 6200.974609
	Iteration 179Q: 3 clusters Score -3.160395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197220 members 
Mstep: Class 2 contains 71645 members 
Entering Unmasked Estep 
Score: -31603962.000000 Penalty: 6200.974609
	Iteration 180F: 3 clusters Score -3.160396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197213 members 
Mstep: Class 2 contains 71652 members 
Entering Unmasked Estep 
Score: -31603950.000000 Penalty: 6200.974609
	Iteration 181Q: 3 clusters Score -3.160395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197212 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -31603960.000000 Penalty: 6200.974609
	Iteration 182Q: 3 clusters Score -3.160396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197207 members 
Mstep: Class 2 contains 71658 members 
Entering Unmasked Estep 
Score: -31603948.000000 Penalty: 6200.974609
	Iteration 183Q: 3 clusters Score -3.160395e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197203 members 
Mstep: Class 2 contains 71662 members 
Entering Unmasked Estep 
Score: -31603946.000000 Penalty: 6200.974609
	Iteration 184Q: 3 clusters Score -3.160395e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197200 members 
Mstep: Class 2 contains 71665 members 
Entering Unmasked Estep 
Score: -31603930.000000 Penalty: 6200.974609
	Iteration 185Q: 3 clusters Score -3.160393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197197 members 
Mstep: Class 2 contains 71668 members 
Entering Unmasked Estep 
Score: -31603940.000000 Penalty: 6200.974609
	Iteration 186Q: 3 clusters Score -3.160394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197194 members 
Mstep: Class 2 contains 71671 members 
Entering Unmasked Estep 
Score: -31603944.000000 Penalty: 6200.974609
	Iteration 187Q: 3 clusters Score -3.160394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197188 members 
Mstep: Class 2 contains 71677 members 
Entering Unmasked Estep 
Score: -31603926.000000 Penalty: 6200.974609
	Iteration 188Q: 3 clusters Score -3.160393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197181 members 
Mstep: Class 2 contains 71684 members 
Entering Unmasked Estep 
Score: -31603918.000000 Penalty: 6200.974609
	Iteration 189Q: 3 clusters Score -3.160392e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197164 members 
Mstep: Class 2 contains 71701 members 
Entering Unmasked Estep 
Score: -31603940.000000 Penalty: 6200.974609
	Iteration 190Q: 3 clusters Score -3.160394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197148 members 
Mstep: Class 2 contains 71717 members 
Entering Unmasked Estep 
Score: -31603956.000000 Penalty: 6200.974609
	Iteration 191Q: 3 clusters Score -3.160396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197136 members 
Mstep: Class 2 contains 71729 members 
Entering Unmasked Estep 
Score: -31603966.000000 Penalty: 6200.974609
	Iteration 192Q: 3 clusters Score -3.160397e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197121 members 
Mstep: Class 2 contains 71744 members 
Entering Unmasked Estep 
Score: -31603932.000000 Penalty: 6200.974609
	Iteration 193Q: 3 clusters Score -3.160393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197107 members 
Mstep: Class 2 contains 71758 members 
Entering Unmasked Estep 
Score: -31603922.000000 Penalty: 6200.974609
	Iteration 194Q: 3 clusters Score -3.160392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197092 members 
Mstep: Class 2 contains 71773 members 
Entering Unmasked Estep 
Score: -31603912.000000 Penalty: 6200.974609
	Iteration 195Q: 3 clusters Score -3.160391e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197079 members 
Mstep: Class 2 contains 71786 members 
Entering Unmasked Estep 
Score: -31603936.000000 Penalty: 6200.974609
	Iteration 196Q: 3 clusters Score -3.160394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197068 members 
Mstep: Class 2 contains 71797 members 
Entering Unmasked Estep 
Score: -31603942.000000 Penalty: 6200.974609
	Iteration 197Q: 3 clusters Score -3.160394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197058 members 
Mstep: Class 2 contains 71807 members 
Entering Unmasked Estep 
Score: -31603964.000000 Penalty: 6200.974609
	Iteration 198Q: 3 clusters Score -3.160396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197049 members 
Mstep: Class 2 contains 71816 members 
Entering Unmasked Estep 
Score: -31603954.000000 Penalty: 6200.974609
	Iteration 199Q: 3 clusters Score -3.160395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197032 members 
Mstep: Class 2 contains 71833 members 
Entering Unmasked Estep 
Score: -31603958.000000 Penalty: 6200.974609
	Iteration 200F: 3 clusters Score -3.160396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197018 members 
Mstep: Class 2 contains 71847 members 
Entering Unmasked Estep 
Score: -31603944.000000 Penalty: 6200.974609
	Iteration 201Q: 3 clusters Score -3.160394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197004 members 
Mstep: Class 2 contains 71861 members 
Entering Unmasked Estep 
Score: -31603952.000000 Penalty: 6200.974609
	Iteration 202Q: 3 clusters Score -3.160395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196993 members 
Mstep: Class 2 contains 71872 members 
Entering Unmasked Estep 
Score: -31603948.000000 Penalty: 6200.974609
	Iteration 203Q: 3 clusters Score -3.160395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196982 members 
Mstep: Class 2 contains 71883 members 
Entering Unmasked Estep 
Score: -31603940.000000 Penalty: 6200.974609
	Iteration 204Q: 3 clusters Score -3.160394e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196965 members 
Mstep: Class 2 contains 71900 members 
Entering Unmasked Estep 
Score: -31603938.000000 Penalty: 6200.974609
	Iteration 205Q: 3 clusters Score -3.160394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196954 members 
Mstep: Class 2 contains 71911 members 
Entering Unmasked Estep 
Score: -31603948.000000 Penalty: 6200.974609
	Iteration 206Q: 3 clusters Score -3.160395e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196944 members 
Mstep: Class 2 contains 71921 members 
Entering Unmasked Estep 
Score: -31603920.000000 Penalty: 6200.974609
	Iteration 207Q: 3 clusters Score -3.160392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196933 members 
Mstep: Class 2 contains 71932 members 
Entering Unmasked Estep 
Score: -31603920.000000 Penalty: 6200.974609
	Iteration 208Q: 3 clusters Score -3.160392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196922 members 
Mstep: Class 2 contains 71943 members 
Entering Unmasked Estep 
Score: -31603914.000000 Penalty: 6200.974609
	Iteration 209Q: 3 clusters Score -3.160391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196915 members 
Mstep: Class 2 contains 71950 members 
Entering Unmasked Estep 
Score: -31603920.000000 Penalty: 6200.974609
	Iteration 210Q: 3 clusters Score -3.160392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196903 members 
Mstep: Class 2 contains 71962 members 
Entering Unmasked Estep 
Score: -31603904.000000 Penalty: 6200.974609
	Iteration 211Q: 3 clusters Score -3.16039e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196893 members 
Mstep: Class 2 contains 71972 members 
Entering Unmasked Estep 
Score: -31603888.000000 Penalty: 6200.974609
	Iteration 212Q: 3 clusters Score -3.160389e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196883 members 
Mstep: Class 2 contains 71982 members 
Entering Unmasked Estep 
Score: -31603904.000000 Penalty: 6200.974609
	Iteration 213Q: 3 clusters Score -3.16039e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196877 members 
Mstep: Class 2 contains 71988 members 
Entering Unmasked Estep 
Score: -31603908.000000 Penalty: 6200.974609
	Iteration 214Q: 3 clusters Score -3.160391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196871 members 
Mstep: Class 2 contains 71994 members 
Entering Unmasked Estep 
Score: -31603920.000000 Penalty: 6200.974609
	Iteration 215Q: 3 clusters Score -3.160392e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196866 members 
Mstep: Class 2 contains 71999 members 
Entering Unmasked Estep 
Score: -31603922.000000 Penalty: 6200.974609
	Iteration 216Q: 3 clusters Score -3.160392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196860 members 
Mstep: Class 2 contains 72005 members 
Entering Unmasked Estep 
Score: -31603930.000000 Penalty: 6200.974609
	Iteration 217Q: 3 clusters Score -3.160393e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196855 members 
Mstep: Class 2 contains 72010 members 
Entering Unmasked Estep 
Score: -31603916.000000 Penalty: 6200.974609
	Iteration 218Q: 3 clusters Score -3.160392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196851 members 
Mstep: Class 2 contains 72014 members 
Entering Unmasked Estep 
Score: -31603930.000000 Penalty: 6200.974609
	Iteration 219Q: 3 clusters Score -3.160393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196845 members 
Mstep: Class 2 contains 72020 members 
Entering Unmasked Estep 
Score: -31603944.000000 Penalty: 6200.974609
	Iteration 220F: 3 clusters Score -3.160394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196840 members 
Mstep: Class 2 contains 72025 members 
Entering Unmasked Estep 
Score: -31603938.000000 Penalty: 6200.974609
	Iteration 221Q: 3 clusters Score -3.160394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196834 members 
Mstep: Class 2 contains 72031 members 
Entering Unmasked Estep 
Score: -31603926.000000 Penalty: 6200.974609
	Iteration 222Q: 3 clusters Score -3.160393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196824 members 
Mstep: Class 2 contains 72041 members 
Entering Unmasked Estep 
Score: -31603928.000000 Penalty: 6200.974609
	Iteration 223Q: 3 clusters Score -3.160393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196815 members 
Mstep: Class 2 contains 72050 members 
Entering Unmasked Estep 
Score: -31603922.000000 Penalty: 6200.974609
	Iteration 224Q: 3 clusters Score -3.160392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196806 members 
Mstep: Class 2 contains 72059 members 
Entering Unmasked Estep 
Score: -31603920.000000 Penalty: 6200.974609
	Iteration 225Q: 3 clusters Score -3.160392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196800 members 
Mstep: Class 2 contains 72065 members 
Entering Unmasked Estep 
Score: -31603926.000000 Penalty: 6200.974609
	Iteration 226Q: 3 clusters Score -3.160393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196792 members 
Mstep: Class 2 contains 72073 members 
Entering Unmasked Estep 
Score: -31603940.000000 Penalty: 6200.974609
	Iteration 227Q: 3 clusters Score -3.160394e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196789 members 
Mstep: Class 2 contains 72076 members 
Entering Unmasked Estep 
Score: -31603928.000000 Penalty: 6200.974609
	Iteration 228Q: 3 clusters Score -3.160393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196786 members 
Mstep: Class 2 contains 72079 members 
Entering Unmasked Estep 
Score: -31603952.000000 Penalty: 6200.974609
	Iteration 229Q: 3 clusters Score -3.160395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196781 members 
Mstep: Class 2 contains 72084 members 
Entering Unmasked Estep 
Score: -31603936.000000 Penalty: 6200.974609
	Iteration 230Q: 3 clusters Score -3.160394e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196776 members 
Mstep: Class 2 contains 72089 members 
Entering Unmasked Estep 
Score: -31603966.000000 Penalty: 6200.974609
	Iteration 231Q: 3 clusters Score -3.160397e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196770 members 
Mstep: Class 2 contains 72095 members 
Entering Unmasked Estep 
Score: -31603956.000000 Penalty: 6200.974609
	Iteration 232Q: 3 clusters Score -3.160396e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196761 members 
Mstep: Class 2 contains 72104 members 
Entering Unmasked Estep 
Score: -31603940.000000 Penalty: 6200.974609
	Iteration 233Q: 3 clusters Score -3.160394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196749 members 
Mstep: Class 2 contains 72116 members 
Entering Unmasked Estep 
Score: -31603922.000000 Penalty: 6200.974609
	Iteration 234Q: 3 clusters Score -3.160392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196738 members 
Mstep: Class 2 contains 72127 members 
Entering Unmasked Estep 
Score: -31603942.000000 Penalty: 6200.974609
	Iteration 235Q: 3 clusters Score -3.160394e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196726 members 
Mstep: Class 2 contains 72139 members 
Entering Unmasked Estep 
Score: -31603964.000000 Penalty: 6200.974609
	Iteration 236Q: 3 clusters Score -3.160396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196715 members 
Mstep: Class 2 contains 72150 members 
Entering Unmasked Estep 
Score: -31603944.000000 Penalty: 6200.974609
	Iteration 237Q: 3 clusters Score -3.160394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196708 members 
Mstep: Class 2 contains 72157 members 
Entering Unmasked Estep 
Score: -31603938.000000 Penalty: 6200.974609
	Iteration 238Q: 3 clusters Score -3.160394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196697 members 
Mstep: Class 2 contains 72168 members 
Entering Unmasked Estep 
Score: -31603934.000000 Penalty: 6200.974609
	Iteration 239Q: 3 clusters Score -3.160393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196683 members 
Mstep: Class 2 contains 72182 members 
Entering Unmasked Estep 
Score: -31603928.000000 Penalty: 6200.974609
	Iteration 240F: 3 clusters Score -3.160393e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196665 members 
Mstep: Class 2 contains 72200 members 
Entering Unmasked Estep 
Score: -31603914.000000 Penalty: 6200.974609
	Iteration 241Q: 3 clusters Score -3.160391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196653 members 
Mstep: Class 2 contains 72212 members 
Entering Unmasked Estep 
Score: -31603918.000000 Penalty: 6200.974609
	Iteration 242Q: 3 clusters Score -3.160392e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196644 members 
Mstep: Class 2 contains 72221 members 
Entering Unmasked Estep 
Score: -31603936.000000 Penalty: 6200.974609
	Iteration 243Q: 3 clusters Score -3.160394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196638 members 
Mstep: Class 2 contains 72227 members 
Entering Unmasked Estep 
Score: -31603934.000000 Penalty: 6200.974609
	Iteration 244Q: 3 clusters Score -3.160393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196634 members 
Mstep: Class 2 contains 72231 members 
Entering Unmasked Estep 
Score: -31603924.000000 Penalty: 6200.974609
	Iteration 245Q: 3 clusters Score -3.160392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196628 members 
Mstep: Class 2 contains 72237 members 
Entering Unmasked Estep 
Score: -31603922.000000 Penalty: 6200.974609
	Iteration 246Q: 3 clusters Score -3.160392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196624 members 
Mstep: Class 2 contains 72241 members 
Entering Unmasked Estep 
Score: -31603890.000000 Penalty: 6200.974609
	Iteration 247Q: 3 clusters Score -3.160389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196617 members 
Mstep: Class 2 contains 72248 members 
Entering Unmasked Estep 
Score: -31603912.000000 Penalty: 6200.974609
	Iteration 248Q: 3 clusters Score -3.160391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196606 members 
Mstep: Class 2 contains 72259 members 
Entering Unmasked Estep 
Score: -31603904.000000 Penalty: 6200.974609
	Iteration 249Q: 3 clusters Score -3.16039e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196599 members 
Mstep: Class 2 contains 72266 members 
Entering Unmasked Estep 
Score: -31603922.000000 Penalty: 6200.974609
	Iteration 250Q: 3 clusters Score -3.160392e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196591 members 
Mstep: Class 2 contains 72274 members 
Entering Unmasked Estep 
Score: -31603926.000000 Penalty: 6200.974609
	Iteration 251Q: 3 clusters Score -3.160393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196581 members 
Mstep: Class 2 contains 72284 members 
Entering Unmasked Estep 
Score: -31603940.000000 Penalty: 6200.974609
	Iteration 252Q: 3 clusters Score -3.160394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196573 members 
Mstep: Class 2 contains 72292 members 
Entering Unmasked Estep 
Score: -31603918.000000 Penalty: 6200.974609
	Iteration 253Q: 3 clusters Score -3.160392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196569 members 
Mstep: Class 2 contains 72296 members 
Entering Unmasked Estep 
Score: -31603912.000000 Penalty: 6200.974609
	Iteration 254Q: 3 clusters Score -3.160391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196564 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -31603902.000000 Penalty: 6200.974609
	Iteration 255Q: 3 clusters Score -3.16039e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196559 members 
Mstep: Class 2 contains 72306 members 
Entering Unmasked Estep 
Score: -31603906.000000 Penalty: 6200.974609
	Iteration 256Q: 3 clusters Score -3.160391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196551 members 
Mstep: Class 2 contains 72314 members 
Entering Unmasked Estep 
Score: -31603902.000000 Penalty: 6200.974609
	Iteration 257Q: 3 clusters Score -3.16039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196545 members 
Mstep: Class 2 contains 72320 members 
Entering Unmasked Estep 
Score: -31603916.000000 Penalty: 6200.974609
	Iteration 258Q: 3 clusters Score -3.160392e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196538 members 
Mstep: Class 2 contains 72327 members 
Entering Unmasked Estep 
Score: -31603906.000000 Penalty: 6200.974609
	Iteration 259Q: 3 clusters Score -3.160391e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196531 members 
Mstep: Class 2 contains 72334 members 
Entering Unmasked Estep 
Score: -31603910.000000 Penalty: 6200.974609
	Iteration 260F: 3 clusters Score -3.160391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196526 members 
Mstep: Class 2 contains 72339 members 
Entering Unmasked Estep 
Score: -31603906.000000 Penalty: 6200.974609
	Iteration 261Q: 3 clusters Score -3.160391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196520 members 
Mstep: Class 2 contains 72345 members 
Entering Unmasked Estep 
Score: -31603902.000000 Penalty: 6200.974609
	Iteration 262Q: 3 clusters Score -3.16039e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196511 members 
Mstep: Class 2 contains 72354 members 
Entering Unmasked Estep 
Score: -31603902.000000 Penalty: 6200.974609
	Iteration 263Q: 3 clusters Score -3.16039e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196499 members 
Mstep: Class 2 contains 72366 members 
Entering Unmasked Estep 
Score: -31603880.000000 Penalty: 6200.974609
	Iteration 264Q: 3 clusters Score -3.160388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196489 members 
Mstep: Class 2 contains 72376 members 
Entering Unmasked Estep 
Score: -31603898.000000 Penalty: 6200.974609
	Iteration 265Q: 3 clusters Score -3.16039e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196481 members 
Mstep: Class 2 contains 72384 members 
Entering Unmasked Estep 
Score: -31603890.000000 Penalty: 6200.974609
	Iteration 266Q: 3 clusters Score -3.160389e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196474 members 
Mstep: Class 2 contains 72391 members 
Entering Unmasked Estep 
Score: -31603878.000000 Penalty: 6200.974609
	Iteration 267Q: 3 clusters Score -3.160388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196468 members 
Mstep: Class 2 contains 72397 members 
Entering Unmasked Estep 
Score: -31603878.000000 Penalty: 6200.974609
	Iteration 268Q: 3 clusters Score -3.160388e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196463 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -31603864.000000 Penalty: 6200.974609
	Iteration 269Q: 3 clusters Score -3.160386e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196458 members 
Mstep: Class 2 contains 72407 members 
Entering Unmasked Estep 
Score: -31603888.000000 Penalty: 6200.974609
	Iteration 270Q: 3 clusters Score -3.160389e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196454 members 
Mstep: Class 2 contains 72411 members 
Entering Unmasked Estep 
Score: -31603880.000000 Penalty: 6200.974609
	Iteration 271Q: 3 clusters Score -3.160388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196447 members 
Mstep: Class 2 contains 72418 members 
Entering Unmasked Estep 
Score: -31603882.000000 Penalty: 6200.974609
	Iteration 272Q: 3 clusters Score -3.160388e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196440 members 
Mstep: Class 2 contains 72425 members 
Entering Unmasked Estep 
Score: -31603902.000000 Penalty: 6200.974609
	Iteration 273Q: 3 clusters Score -3.16039e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196437 members 
Mstep: Class 2 contains 72428 members 
Entering Unmasked Estep 
Score: -31603904.000000 Penalty: 6200.974609
	Iteration 274Q: 3 clusters Score -3.16039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196436 members 
Mstep: Class 2 contains 72429 members 
Entering Unmasked Estep 
Score: -31603898.000000 Penalty: 6200.974609
	Iteration 275Q: 3 clusters Score -3.16039e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196435 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -31603904.000000 Penalty: 6200.974609
	Iteration 276Q: 3 clusters Score -3.16039e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196431 members 
Mstep: Class 2 contains 72434 members 
Entering Unmasked Estep 
Score: -31603914.000000 Penalty: 6200.974609
	Iteration 277Q: 3 clusters Score -3.160391e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196426 members 
Mstep: Class 2 contains 72439 members 
Entering Unmasked Estep 
Score: -31603904.000000 Penalty: 6200.974609
	Iteration 278Q: 3 clusters Score -3.16039e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196424 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -31603908.000000 Penalty: 6200.974609
	Iteration 279Q: 3 clusters Score -3.160391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196424 members 
Mstep: Class 2 contains 72441 members 
Entering Unmasked Estep 
Score: -31603908.000000 Penalty: 6200.974609
	Iteration 280F: 3 clusters Score -3.160391e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 16288 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 305502 members 
Mstep: Class 6 contains 20999 members 
Mstep: Class 7 contains 9657 members 
Mstep: Class 8 contains 5924 members 
Mstep: Class 9 contains 7513 members 
Mstep: Class 10 contains 81630 members 
Mstep: Class 11 contains 14103 members 
Mstep: Class 12 contains 43479 members 
Mstep: Class 13 contains 34442 members 
Mstep: Class 14 contains 29738 members 
Mstep: Class 15 contains 3602 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 13270 members 
Mstep: Class 18 contains 51784 members 
Mstep: Class 19 contains 12041 members 
Mstep: Class 20 contains 19362 members 
Mstep: Class 21 contains 126465 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22929 members 
Mstep: Class 25 contains 279969 members 
Mstep: Class 26 contains 1862 members 
Mstep: Class 27 contains 19033 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2486 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 268865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161526624.000000 Penalty: 108902.257812
Iteration 319Q: 32 clusters Score -1.615266e+08 nChanged 15228
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 11227 members 
Mstep: Class 3 contains 16174 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 305505 members 
Mstep: Class 6 contains 20955 members 
Mstep: Class 7 contains 9692 members 
Mstep: Class 8 contains 5967 members 
Mstep: Class 9 contains 7440 members 
Mstep: Class 10 contains 81917 members 
Mstep: Class 11 contains 14103 members 
Mstep: Class 12 contains 43265 members 
Mstep: Class 13 contains 34437 members 
Mstep: Class 14 contains 29608 members 
Mstep: Class 15 contains 3595 members 
Mstep: Class 16 contains 8794 members 
Mstep: Class 17 contains 13188 members 
Mstep: Class 18 contains 51152 members 
Mstep: Class 19 contains 12044 members 
Mstep: Class 20 contains 19375 members 
Mstep: Class 21 contains 125135 members 
Mstep: Class 22 contains 2247 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22931 members 
Mstep: Class 25 contains 276778 members 
Mstep: Class 26 contains 1864 members 
Mstep: Class 27 contains 18936 members 
Mstep: Class 28 contains 2025 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 274397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161529040.000000 Penalty: 108902.257812
Iteration 320F: 32 clusters Score -1.61529e+08 nChanged 15602
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11228 members 
Mstep: Class 3 contains 16075 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 305490 members 
Mstep: Class 6 contains 20909 members 
Mstep: Class 7 contains 9753 members 
Mstep: Class 8 contains 6288 members 
Mstep: Class 9 contains 7371 members 
Mstep: Class 10 contains 82158 members 
Mstep: Class 11 contains 14098 members 
Mstep: Class 12 contains 43107 members 
Mstep: Class 13 contains 34431 members 
Mstep: Class 14 contains 29469 members 
Mstep: Class 15 contains 3597 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 13121 members 
Mstep: Class 18 contains 50511 members 
Mstep: Class 19 contains 12049 members 
Mstep: Class 20 contains 19380 members 
Mstep: Class 21 contains 123701 members 
Mstep: Class 22 contains 2245 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22927 members 
Mstep: Class 25 contains 273466 members 
Mstep: Class 26 contains 1865 members 
Mstep: Class 27 contains 18843 members 
Mstep: Class 28 contains 2026 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 279844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161532368.000000 Penalty: 108902.257812
Iteration 321Q: 32 clusters Score -1.615324e+08 nChanged 15821
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 15964 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 305662 members 
Mstep: Class 6 contains 20849 members 
Mstep: Class 7 contains 9807 members 
Mstep: Class 8 contains 6586 members 
Mstep: Class 9 contains 7319 members 
Mstep: Class 10 contains 82436 members 
Mstep: Class 11 contains 14102 members 
Mstep: Class 12 contains 42943 members 
Mstep: Class 13 contains 34419 members 
Mstep: Class 14 contains 29311 members 
Mstep: Class 15 contains 3592 members 
Mstep: Class 16 contains 8791 members 
Mstep: Class 17 contains 13046 members 
Mstep: Class 18 contains 49841 members 
Mstep: Class 19 contains 12053 members 
Mstep: Class 20 contains 19385 members 
Mstep: Class 21 contains 122143 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22929 members 
Mstep: Class 25 contains 270078 members 
Mstep: Class 26 contains 1866 members 
Mstep: Class 27 contains 18733 members 
Mstep: Class 28 contains 2026 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 285392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161533904.000000 Penalty: 108902.257812
Iteration 322Q: 32 clusters Score -1.615339e+08 nChanged 15604
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11230 members 
Mstep: Class 3 contains 15851 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 305759 members 
Mstep: Class 6 contains 20791 members 
Mstep: Class 7 contains 9859 members 
Mstep: Class 8 contains 6912 members 
Mstep: Class 9 contains 7280 members 
Mstep: Class 10 contains 82699 members 
Mstep: Class 11 contains 14100 members 
Mstep: Class 12 contains 42805 members 
Mstep: Class 13 contains 34428 members 
Mstep: Class 14 contains 29149 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 16 contains 8788 members 
Mstep: Class 17 contains 13002 members 
Mstep: Class 18 contains 49215 members 
Mstep: Class 19 contains 12057 members 
Mstep: Class 20 contains 19373 members 
Mstep: Class 21 contains 120553 members 
Mstep: Class 22 contains 2247 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22928 members 
Mstep: Class 25 contains 266677 members 
Mstep: Class 26 contains 1867 members 
Mstep: Class 27 contains 18625 members 
Mstep: Class 28 contains 2026 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 290931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161536704.000000 Penalty: 108902.257812
Iteration 323Q: 32 clusters Score -1.615367e+08 nChanged 15461
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 15747 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 305835 members 
Mstep: Class 6 contains 20763 members 
Mstep: Class 7 contains 9907 members 
Mstep: Class 8 contains 7275 members 
Mstep: Class 9 contains 7224 members 
Mstep: Class 10 contains 82949 members 
Mstep: Class 11 contains 14097 members 
Mstep: Class 12 contains 42680 members 
Mstep: Class 13 contains 34445 members 
Mstep: Class 14 contains 28948 members 
Mstep: Class 15 contains 3592 members 
Mstep: Class 16 contains 8789 members 
Mstep: Class 17 contains 12983 members 
Mstep: Class 18 contains 48615 members 
Mstep: Class 19 contains 12058 members 
Mstep: Class 20 contains 19359 members 
Mstep: Class 21 contains 118959 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22929 members 
Mstep: Class 25 contains 263136 members 
Mstep: Class 26 contains 1868 members 
Mstep: Class 27 contains 18503 members 
Mstep: Class 28 contains 2026 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 296578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161538128.000000 Penalty: 108902.257812
Iteration 324Q: 32 clusters Score -1.615381e+08 nChanged 14974
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 15647 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 306002 members 
Mstep: Class 6 contains 20745 members 
Mstep: Class 7 contains 9956 members 
Mstep: Class 8 contains 7646 members 
Mstep: Class 9 contains 7170 members 
Mstep: Class 10 contains 83202 members 
Mstep: Class 11 contains 14099 members 
Mstep: Class 12 contains 42578 members 
Mstep: Class 13 contains 34451 members 
Mstep: Class 14 contains 28773 members 
Mstep: Class 15 contains 3591 members 
Mstep: Class 16 contains 8791 members 
Mstep: Class 17 contains 12952 members 
Mstep: Class 18 contains 48074 members 
Mstep: Class 19 contains 12060 members 
Mstep: Class 20 contains 19340 members 
Mstep: Class 21 contains 117471 members 
Mstep: Class 22 contains 2242 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22926 members 
Mstep: Class 25 contains 259557 members 
Mstep: Class 26 contains 1869 members 
Mstep: Class 27 contains 18360 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2508 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161536384.000000 Penalty: 108902.257812
Iteration 325Q: 32 clusters Score -1.615364e+08 nChanged 15296
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11220 members 
Mstep: Class 3 contains 15517 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 306368 members 
Mstep: Class 6 contains 20726 members 
Mstep: Class 7 contains 10016 members 
Mstep: Class 8 contains 8007 members 
Mstep: Class 9 contains 7140 members 
Mstep: Class 10 contains 83627 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 42518 members 
Mstep: Class 13 contains 34460 members 
Mstep: Class 14 contains 28603 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 8792 members 
Mstep: Class 17 contains 12945 members 
Mstep: Class 18 contains 47589 members 
Mstep: Class 19 contains 12059 members 
Mstep: Class 20 contains 19330 members 
Mstep: Class 21 contains 116140 members 
Mstep: Class 22 contains 2243 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22927 members 
Mstep: Class 25 contains 255956 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 18235 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2512 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 306740 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161532896.000000 Penalty: 108902.257812
Iteration 326Q: 32 clusters Score -1.615329e+08 nChanged 15050
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 15401 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 306994 members 
Mstep: Class 6 contains 20719 members 
Mstep: Class 7 contains 10080 members 
Mstep: Class 8 contains 8420 members 
Mstep: Class 9 contains 7124 members 
Mstep: Class 10 contains 84174 members 
Mstep: Class 11 contains 14078 members 
Mstep: Class 12 contains 42453 members 
Mstep: Class 13 contains 34461 members 
Mstep: Class 14 contains 28473 members 
Mstep: Class 15 contains 3587 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 12946 members 
Mstep: Class 18 contains 47137 members 
Mstep: Class 19 contains 12065 members 
Mstep: Class 20 contains 19320 members 
Mstep: Class 21 contains 114967 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22921 members 
Mstep: Class 25 contains 252554 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 18129 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2513 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 310577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161529456.000000 Penalty: 108902.257812
Iteration 327Q: 32 clusters Score -1.615295e+08 nChanged 13808
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11217 members 
Mstep: Class 3 contains 15315 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 308107 members 
Mstep: Class 6 contains 20714 members 
Mstep: Class 7 contains 10153 members 
Mstep: Class 8 contains 8851 members 
Mstep: Class 9 contains 7126 members 
Mstep: Class 10 contains 84771 members 
Mstep: Class 11 contains 14077 members 
Mstep: Class 12 contains 42392 members 
Mstep: Class 13 contains 34456 members 
Mstep: Class 14 contains 28396 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 46724 members 
Mstep: Class 19 contains 12068 members 
Mstep: Class 20 contains 19326 members 
Mstep: Class 21 contains 114012 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22915 members 
Mstep: Class 25 contains 249476 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 18030 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2518 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 313149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161526288.000000 Penalty: 108902.257812
Iteration 328Q: 32 clusters Score -1.615263e+08 nChanged 11970
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11212 members 
Mstep: Class 3 contains 15259 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 309483 members 
Mstep: Class 6 contains 20710 members 
Mstep: Class 7 contains 10229 members 
Mstep: Class 8 contains 9311 members 
Mstep: Class 9 contains 7121 members 
Mstep: Class 10 contains 85300 members 
Mstep: Class 11 contains 14071 members 
Mstep: Class 12 contains 42357 members 
Mstep: Class 13 contains 34461 members 
Mstep: Class 14 contains 28322 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 12928 members 
Mstep: Class 18 contains 46358 members 
Mstep: Class 19 contains 12069 members 
Mstep: Class 20 contains 19335 members 
Mstep: Class 21 contains 113151 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 477 members 
Mstep: Class 24 contains 22918 members 
Mstep: Class 25 contains 247098 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 17934 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2520 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 314579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161522640.000000 Penalty: 108902.257812
Iteration 329Q: 32 clusters Score -1.615226e+08 nChanged 9868
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11209 members 
Mstep: Class 3 contains 15217 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311018 members 
Mstep: Class 6 contains 20698 members 
Mstep: Class 7 contains 10306 members 
Mstep: Class 8 contains 9738 members 
Mstep: Class 9 contains 7145 members 
Mstep: Class 10 contains 85709 members 
Mstep: Class 11 contains 14074 members 
Mstep: Class 12 contains 42313 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 28284 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 12934 members 
Mstep: Class 18 contains 46036 members 
Mstep: Class 19 contains 12072 members 
Mstep: Class 20 contains 19332 members 
Mstep: Class 21 contains 112512 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 478 members 
Mstep: Class 24 contains 22914 members 
Mstep: Class 25 contains 245378 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 17871 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2517 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 314982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161519376.000000 Penalty: 108902.257812
Iteration 330Q: 32 clusters Score -1.615194e+08 nChanged 8111
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11211 members 
Mstep: Class 3 contains 15183 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 312431 members 
Mstep: Class 6 contains 20708 members 
Mstep: Class 7 contains 10390 members 
Mstep: Class 8 contains 10119 members 
Mstep: Class 9 contains 7167 members 
Mstep: Class 10 contains 85957 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 42298 members 
Mstep: Class 13 contains 34477 members 
Mstep: Class 14 contains 28269 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 8807 members 
Mstep: Class 17 contains 12935 members 
Mstep: Class 18 contains 45780 members 
Mstep: Class 19 contains 12077 members 
Mstep: Class 20 contains 19331 members 
Mstep: Class 21 contains 112007 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 479 members 
Mstep: Class 24 contains 22914 members 
Mstep: Class 25 contains 244432 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 17842 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2511 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 314604 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161517824.000000 Penalty: 108902.257812
Iteration 331Q: 32 clusters Score -1.615178e+08 nChanged 6799
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11212 members 
Mstep: Class 3 contains 15175 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 313747 members 
Mstep: Class 6 contains 20704 members 
Mstep: Class 7 contains 10468 members 
Mstep: Class 8 contains 10458 members 
Mstep: Class 9 contains 7189 members 
Mstep: Class 10 contains 86080 members 
Mstep: Class 11 contains 14081 members 
Mstep: Class 12 contains 42275 members 
Mstep: Class 13 contains 34475 members 
Mstep: Class 14 contains 28260 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 8808 members 
Mstep: Class 17 contains 12931 members 
Mstep: Class 18 contains 45596 members 
Mstep: Class 19 contains 12080 members 
Mstep: Class 20 contains 19337 members 
Mstep: Class 21 contains 111627 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 22914 members 
Mstep: Class 25 contains 244103 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 17793 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2512 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 313705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161516624.000000 Penalty: 108902.257812
Iteration 332Q: 32 clusters Score -1.615166e+08 nChanged 5835
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11217 members 
Mstep: Class 3 contains 15183 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 314548 members 
Mstep: Class 6 contains 20708 members 
Mstep: Class 7 contains 10534 members 
Mstep: Class 8 contains 10758 members 
Mstep: Class 9 contains 7217 members 
Mstep: Class 10 contains 86104 members 
Mstep: Class 11 contains 14093 members 
Mstep: Class 12 contains 42269 members 
Mstep: Class 13 contains 34475 members 
Mstep: Class 14 contains 28289 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 8810 members 
Mstep: Class 17 contains 12946 members 
Mstep: Class 18 contains 45464 members 
Mstep: Class 19 contains 12084 members 
Mstep: Class 20 contains 19340 members 
Mstep: Class 21 contains 111395 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 22911 members 
Mstep: Class 25 contains 244395 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 17757 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2513 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 312520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161516560.000000 Penalty: 108902.257812
Iteration 333Q: 32 clusters Score -1.615166e+08 nChanged 5190
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11222 members 
Mstep: Class 3 contains 15183 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 315092 members 
Mstep: Class 6 contains 20694 members 
Mstep: Class 7 contains 10585 members 
Mstep: Class 8 contains 11010 members 
Mstep: Class 9 contains 7241 members 
Mstep: Class 10 contains 86047 members 
Mstep: Class 11 contains 14095 members 
Mstep: Class 12 contains 42257 members 
Mstep: Class 13 contains 34471 members 
Mstep: Class 14 contains 28316 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 8814 members 
Mstep: Class 17 contains 12967 members 
Mstep: Class 18 contains 45334 members 
Mstep: Class 19 contains 12086 members 
Mstep: Class 20 contains 19341 members 
Mstep: Class 21 contains 111136 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 22912 members 
Mstep: Class 25 contains 245268 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 17728 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2516 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 311214 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161517152.000000 Penalty: 108902.257812
Iteration 334Q: 32 clusters Score -1.615172e+08 nChanged 4818
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11222 members 
Mstep: Class 3 contains 15183 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 315357 members 
Mstep: Class 6 contains 20696 members 
Mstep: Class 7 contains 10620 members 
Mstep: Class 8 contains 11261 members 
Mstep: Class 9 contains 7261 members 
Mstep: Class 10 contains 85948 members 
Mstep: Class 11 contains 14094 members 
Mstep: Class 12 contains 42252 members 
Mstep: Class 13 contains 34472 members 
Mstep: Class 14 contains 28355 members 
Mstep: Class 15 contains 3592 members 
Mstep: Class 16 contains 8815 members 
Mstep: Class 17 contains 12982 members 
Mstep: Class 18 contains 45233 members 
Mstep: Class 19 contains 12087 members 
Mstep: Class 20 contains 19343 members 
Mstep: Class 21 contains 110896 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 22911 members 
Mstep: Class 25 contains 246447 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 17707 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2515 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 309866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161517264.000000 Penalty: 108902.257812
Iteration 335Q: 32 clusters Score -1.615173e+08 nChanged 4609
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11218 members 
Mstep: Class 3 contains 15170 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 315370 members 
Mstep: Class 6 contains 20695 members 
Mstep: Class 7 contains 10638 members 
Mstep: Class 8 contains 11517 members 
Mstep: Class 9 contains 7282 members 
Mstep: Class 10 contains 85814 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 42241 members 
Mstep: Class 13 contains 34467 members 
Mstep: Class 14 contains 28375 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 13013 members 
Mstep: Class 18 contains 45110 members 
Mstep: Class 19 contains 12090 members 
Mstep: Class 20 contains 19347 members 
Mstep: Class 21 contains 110693 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 22909 members 
Mstep: Class 25 contains 247856 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 17683 members 
Mstep: Class 28 contains 2027 members 
Mstep: Class 29 contains 2513 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 308616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161518384.000000 Penalty: 108902.257812
Iteration 336Q: 32 clusters Score -1.615184e+08 nChanged 4351
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11217 members 
Mstep: Class 3 contains 15168 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 315083 members 
Mstep: Class 6 contains 20691 members 
Mstep: Class 7 contains 10645 members 
Mstep: Class 8 contains 11737 members 
Mstep: Class 9 contains 7294 members 
Mstep: Class 10 contains 85677 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 42243 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 28366 members 
Mstep: Class 15 contains 3592 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 13055 members 
Mstep: Class 18 contains 44986 members 
Mstep: Class 19 contains 12092 members 
Mstep: Class 20 contains 19348 members 
Mstep: Class 21 contains 110543 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 22909 members 
Mstep: Class 25 contains 249418 members 
Mstep: Class 26 contains 1871 members 
Mstep: Class 27 contains 17657 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2511 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 307511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161519632.000000 Penalty: 108902.257812
Iteration 337Q: 32 clusters Score -1.615196e+08 nChanged 4149
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11214 members 
Mstep: Class 3 contains 15152 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 314804 members 
Mstep: Class 6 contains 20684 members 
Mstep: Class 7 contains 10646 members 
Mstep: Class 8 contains 11923 members 
Mstep: Class 9 contains 7303 members 
Mstep: Class 10 contains 85546 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 42226 members 
Mstep: Class 13 contains 34463 members 
Mstep: Class 14 contains 28369 members 
Mstep: Class 15 contains 3588 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 13089 members 
Mstep: Class 18 contains 44885 members 
Mstep: Class 19 contains 12091 members 
Mstep: Class 20 contains 19342 members 
Mstep: Class 21 contains 110370 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 22915 members 
Mstep: Class 25 contains 250952 members 
Mstep: Class 26 contains 1872 members 
Mstep: Class 27 contains 17616 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2510 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 306519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161521456.000000 Penalty: 108902.257812
Iteration 338Q: 32 clusters Score -1.615215e+08 nChanged 3863
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11209 members 
Mstep: Class 3 contains 15138 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 314446 members 
Mstep: Class 6 contains 20674 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 12113 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 85381 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 42205 members 
Mstep: Class 13 contains 34464 members 
Mstep: Class 14 contains 28362 members 
Mstep: Class 15 contains 3589 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 13115 members 
Mstep: Class 18 contains 44776 members 
Mstep: Class 19 contains 12090 members 
Mstep: Class 20 contains 19344 members 
Mstep: Class 21 contains 110183 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 22917 members 
Mstep: Class 25 contains 252417 members 
Mstep: Class 26 contains 1873 members 
Mstep: Class 27 contains 17587 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 305727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161522560.000000 Penalty: 108902.257812
Iteration 339Q: 32 clusters Score -1.615226e+08 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11214 members 
Mstep: Class 3 contains 15122 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 314062 members 
Mstep: Class 6 contains 20667 members 
Mstep: Class 7 contains 10648 members 
Mstep: Class 8 contains 12294 members 
Mstep: Class 9 contains 7326 members 
Mstep: Class 10 contains 85217 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 42170 members 
Mstep: Class 13 contains 34468 members 
Mstep: Class 14 contains 28348 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 16 contains 8819 members 
Mstep: Class 17 contains 13147 members 
Mstep: Class 18 contains 44670 members 
Mstep: Class 19 contains 12090 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 109947 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 22918 members 
Mstep: Class 25 contains 253827 members 
Mstep: Class 26 contains 1873 members 
Mstep: Class 27 contains 17561 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 305068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161523552.000000 Penalty: 108902.257812
Iteration 340F: 32 clusters Score -1.615236e+08 nChanged 3716
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11220 members 
Mstep: Class 3 contains 15100 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 313762 members 
Mstep: Class 6 contains 20661 members 
Mstep: Class 7 contains 10649 members 
Mstep: Class 8 contains 12721 members 
Mstep: Class 9 contains 7329 members 
Mstep: Class 10 contains 85033 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 42131 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 28324 members 
Mstep: Class 15 contains 3591 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 13169 members 
Mstep: Class 18 contains 44559 members 
Mstep: Class 19 contains 12090 members 
Mstep: Class 20 contains 19351 members 
Mstep: Class 21 contains 109665 members 
Mstep: Class 22 contains 2226 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 22918 members 
Mstep: Class 25 contains 255172 members 
Mstep: Class 26 contains 1873 members 
Mstep: Class 27 contains 17544 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2506 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 304245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161524976.000000 Penalty: 108902.257812
Iteration 341Q: 32 clusters Score -1.61525e+08 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11221 members 
Mstep: Class 3 contains 15083 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 313518 members 
Mstep: Class 6 contains 20647 members 
Mstep: Class 7 contains 10646 members 
Mstep: Class 8 contains 13170 members 
Mstep: Class 9 contains 7325 members 
Mstep: Class 10 contains 84853 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 42086 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 28308 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 17 contains 13176 members 
Mstep: Class 18 contains 44432 members 
Mstep: Class 19 contains 12091 members 
Mstep: Class 20 contains 19359 members 
Mstep: Class 21 contains 109315 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 480 members 
Mstep: Class 24 contains 22917 members 
Mstep: Class 25 contains 256375 members 
Mstep: Class 26 contains 1873 members 
Mstep: Class 27 contains 17530 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2503 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 303603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161526416.000000 Penalty: 108902.257812
Iteration 342Q: 32 clusters Score -1.615264e+08 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 15070 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 313317 members 
Mstep: Class 6 contains 20631 members 
Mstep: Class 7 contains 10640 members 
Mstep: Class 8 contains 13657 members 
Mstep: Class 9 contains 7314 members 
Mstep: Class 10 contains 84630 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 42044 members 
Mstep: Class 13 contains 34465 members 
Mstep: Class 14 contains 28286 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 13195 members 
Mstep: Class 18 contains 44303 members 
Mstep: Class 19 contains 12093 members 
Mstep: Class 20 contains 19363 members 
Mstep: Class 21 contains 108937 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22916 members 
Mstep: Class 25 contains 257456 members 
Mstep: Class 26 contains 1873 members 
Mstep: Class 27 contains 17504 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2506 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 303079 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161527392.000000 Penalty: 108902.257812
Iteration 343Q: 32 clusters Score -1.615274e+08 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11221 members 
Mstep: Class 3 contains 15039 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 313238 members 
Mstep: Class 6 contains 20613 members 
Mstep: Class 7 contains 10636 members 
Mstep: Class 8 contains 14149 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 84387 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 42001 members 
Mstep: Class 13 contains 34469 members 
Mstep: Class 14 contains 28258 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 13202 members 
Mstep: Class 18 contains 44153 members 
Mstep: Class 19 contains 12094 members 
Mstep: Class 20 contains 19369 members 
Mstep: Class 21 contains 108563 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22916 members 
Mstep: Class 25 contains 258448 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17471 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2506 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 302591 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161528080.000000 Penalty: 108902.257812
Iteration 344Q: 32 clusters Score -1.615281e+08 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11222 members 
Mstep: Class 3 contains 15006 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 313096 members 
Mstep: Class 6 contains 20614 members 
Mstep: Class 7 contains 10629 members 
Mstep: Class 8 contains 14647 members 
Mstep: Class 9 contains 7302 members 
Mstep: Class 10 contains 84163 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 41954 members 
Mstep: Class 13 contains 34470 members 
Mstep: Class 14 contains 28237 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 13219 members 
Mstep: Class 18 contains 43981 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 19365 members 
Mstep: Class 21 contains 108173 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22915 members 
Mstep: Class 25 contains 259384 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17437 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 302206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161528384.000000 Penalty: 108902.257812
Iteration 345Q: 32 clusters Score -1.615284e+08 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11228 members 
Mstep: Class 3 contains 14983 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 312877 members 
Mstep: Class 6 contains 20620 members 
Mstep: Class 7 contains 10620 members 
Mstep: Class 8 contains 15182 members 
Mstep: Class 9 contains 7304 members 
Mstep: Class 10 contains 83927 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 41918 members 
Mstep: Class 13 contains 34472 members 
Mstep: Class 14 contains 28219 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8824 members 
Mstep: Class 17 contains 13235 members 
Mstep: Class 18 contains 43809 members 
Mstep: Class 19 contains 12094 members 
Mstep: Class 20 contains 19364 members 
Mstep: Class 21 contains 107766 members 
Mstep: Class 22 contains 2222 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22917 members 
Mstep: Class 25 contains 260259 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17409 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2508 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161528848.000000 Penalty: 108902.257812
Iteration 346Q: 32 clusters Score -1.615288e+08 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 14968 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 312743 members 
Mstep: Class 6 contains 20621 members 
Mstep: Class 7 contains 10610 members 
Mstep: Class 8 contains 15718 members 
Mstep: Class 9 contains 7301 members 
Mstep: Class 10 contains 83722 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 41863 members 
Mstep: Class 13 contains 34472 members 
Mstep: Class 14 contains 28202 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 13256 members 
Mstep: Class 18 contains 43634 members 
Mstep: Class 19 contains 12094 members 
Mstep: Class 20 contains 19367 members 
Mstep: Class 21 contains 107337 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22916 members 
Mstep: Class 25 contains 260977 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17388 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161529600.000000 Penalty: 108902.257812
Iteration 347Q: 32 clusters Score -1.615296e+08 nChanged 3210
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 14931 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 312548 members 
Mstep: Class 6 contains 20624 members 
Mstep: Class 7 contains 10601 members 
Mstep: Class 8 contains 16294 members 
Mstep: Class 9 contains 7296 members 
Mstep: Class 10 contains 83518 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 41806 members 
Mstep: Class 13 contains 34476 members 
Mstep: Class 14 contains 28172 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 13285 members 
Mstep: Class 18 contains 43436 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 19372 members 
Mstep: Class 21 contains 106894 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22918 members 
Mstep: Class 25 contains 261675 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17357 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161530400.000000 Penalty: 108902.257812
Iteration 348Q: 32 clusters Score -1.615304e+08 nChanged 3254
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 14907 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 312305 members 
Mstep: Class 6 contains 20613 members 
Mstep: Class 7 contains 10583 members 
Mstep: Class 8 contains 16868 members 
Mstep: Class 9 contains 7299 members 
Mstep: Class 10 contains 83324 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 41753 members 
Mstep: Class 13 contains 34478 members 
Mstep: Class 14 contains 28158 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 13316 members 
Mstep: Class 18 contains 43246 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 19368 members 
Mstep: Class 21 contains 106416 members 
Mstep: Class 22 contains 2225 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22920 members 
Mstep: Class 25 contains 262334 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17332 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161531728.000000 Penalty: 108902.257812
Iteration 349Q: 32 clusters Score -1.615317e+08 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11230 members 
Mstep: Class 3 contains 14883 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 312114 members 
Mstep: Class 6 contains 20613 members 
Mstep: Class 7 contains 10568 members 
Mstep: Class 8 contains 17500 members 
Mstep: Class 9 contains 7297 members 
Mstep: Class 10 contains 83115 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 41695 members 
Mstep: Class 13 contains 34482 members 
Mstep: Class 14 contains 28143 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 13333 members 
Mstep: Class 18 contains 43043 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 19374 members 
Mstep: Class 21 contains 105923 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22921 members 
Mstep: Class 25 contains 262950 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17307 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2506 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161532128.000000 Penalty: 108902.257812
Iteration 350Q: 32 clusters Score -1.615321e+08 nChanged 3162
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 14859 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311958 members 
Mstep: Class 6 contains 20612 members 
Mstep: Class 7 contains 10547 members 
Mstep: Class 8 contains 18152 members 
Mstep: Class 9 contains 7297 members 
Mstep: Class 10 contains 82874 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 41630 members 
Mstep: Class 13 contains 34478 members 
Mstep: Class 14 contains 28126 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 13352 members 
Mstep: Class 18 contains 42845 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 19378 members 
Mstep: Class 21 contains 105430 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22921 members 
Mstep: Class 25 contains 263514 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17285 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2506 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161533248.000000 Penalty: 108902.257812
Iteration 351Q: 32 clusters Score -1.615332e+08 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11233 members 
Mstep: Class 3 contains 14824 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311844 members 
Mstep: Class 6 contains 20606 members 
Mstep: Class 7 contains 10513 members 
Mstep: Class 8 contains 18856 members 
Mstep: Class 9 contains 7295 members 
Mstep: Class 10 contains 82588 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 41582 members 
Mstep: Class 13 contains 34478 members 
Mstep: Class 14 contains 28097 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8827 members 
Mstep: Class 17 contains 13361 members 
Mstep: Class 18 contains 42626 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 19381 members 
Mstep: Class 21 contains 104886 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22924 members 
Mstep: Class 25 contains 264043 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17271 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161534240.000000 Penalty: 108902.257812
Iteration 352Q: 32 clusters Score -1.615342e+08 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11233 members 
Mstep: Class 3 contains 14795 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311760 members 
Mstep: Class 6 contains 20598 members 
Mstep: Class 7 contains 10484 members 
Mstep: Class 8 contains 19569 members 
Mstep: Class 9 contains 7283 members 
Mstep: Class 10 contains 82290 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 41518 members 
Mstep: Class 13 contains 34479 members 
Mstep: Class 14 contains 28082 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8829 members 
Mstep: Class 17 contains 13370 members 
Mstep: Class 18 contains 42428 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 19381 members 
Mstep: Class 21 contains 104366 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22925 members 
Mstep: Class 25 contains 264499 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17249 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161534768.000000 Penalty: 108902.257812
Iteration 353Q: 32 clusters Score -1.615348e+08 nChanged 3186
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 14767 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311789 members 
Mstep: Class 6 contains 20589 members 
Mstep: Class 7 contains 10449 members 
Mstep: Class 8 contains 20258 members 
Mstep: Class 9 contains 7274 members 
Mstep: Class 10 contains 82044 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 41457 members 
Mstep: Class 13 contains 34480 members 
Mstep: Class 14 contains 28078 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 8830 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 42223 members 
Mstep: Class 19 contains 12095 members 
Mstep: Class 20 contains 19384 members 
Mstep: Class 21 contains 103823 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22927 members 
Mstep: Class 25 contains 264893 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17203 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161534800.000000 Penalty: 108902.257812
Iteration 354Q: 32 clusters Score -1.615348e+08 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 14751 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311769 members 
Mstep: Class 6 contains 20585 members 
Mstep: Class 7 contains 10407 members 
Mstep: Class 8 contains 20955 members 
Mstep: Class 9 contains 7263 members 
Mstep: Class 10 contains 81790 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 41392 members 
Mstep: Class 13 contains 34484 members 
Mstep: Class 14 contains 28059 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 8832 members 
Mstep: Class 17 contains 13393 members 
Mstep: Class 18 contains 42008 members 
Mstep: Class 19 contains 12096 members 
Mstep: Class 20 contains 19387 members 
Mstep: Class 21 contains 103286 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22924 members 
Mstep: Class 25 contains 265338 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17165 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301827 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161535136.000000 Penalty: 108902.257812
Iteration 355Q: 32 clusters Score -1.615351e+08 nChanged 3272
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11239 members 
Mstep: Class 3 contains 14724 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311787 members 
Mstep: Class 6 contains 20582 members 
Mstep: Class 7 contains 10377 members 
Mstep: Class 8 contains 21663 members 
Mstep: Class 9 contains 7240 members 
Mstep: Class 10 contains 81525 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 41320 members 
Mstep: Class 13 contains 34483 members 
Mstep: Class 14 contains 28030 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 8836 members 
Mstep: Class 17 contains 13401 members 
Mstep: Class 18 contains 41816 members 
Mstep: Class 19 contains 12096 members 
Mstep: Class 20 contains 19388 members 
Mstep: Class 21 contains 102722 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22919 members 
Mstep: Class 25 contains 265777 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17119 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2498 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301891 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161535328.000000 Penalty: 108902.257812
Iteration 356Q: 32 clusters Score -1.615353e+08 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 14689 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311776 members 
Mstep: Class 6 contains 20592 members 
Mstep: Class 7 contains 10346 members 
Mstep: Class 8 contains 22407 members 
Mstep: Class 9 contains 7215 members 
Mstep: Class 10 contains 81248 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 41254 members 
Mstep: Class 13 contains 34492 members 
Mstep: Class 14 contains 28012 members 
Mstep: Class 15 contains 3586 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13406 members 
Mstep: Class 18 contains 41634 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 19391 members 
Mstep: Class 21 contains 102195 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22916 members 
Mstep: Class 25 contains 266169 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17095 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161535968.000000 Penalty: 108902.257812
Iteration 357Q: 32 clusters Score -1.61536e+08 nChanged 3065
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 14664 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311807 members 
Mstep: Class 6 contains 20582 members 
Mstep: Class 7 contains 10310 members 
Mstep: Class 8 contains 23157 members 
Mstep: Class 9 contains 7194 members 
Mstep: Class 10 contains 80960 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 41187 members 
Mstep: Class 13 contains 34495 members 
Mstep: Class 14 contains 27997 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13412 members 
Mstep: Class 18 contains 41470 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 19389 members 
Mstep: Class 21 contains 101671 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22916 members 
Mstep: Class 25 contains 266566 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17075 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161536224.000000 Penalty: 108902.257812
Iteration 358Q: 32 clusters Score -1.615362e+08 nChanged 2991
Entering ConstructFrom: 
Score: -161536224.000000 Penalty: 108902.257812
Entering ConstructFrom: 
Trying to split cluster 1 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -84062.335938 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -84062.34 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 396 members 
Entering Unmasked Estep 
Score: -82323.375000 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -82323.38 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -82638.796875 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -82638.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -82805.218750 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -82805.22 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82980.929688 Penalty: 3309.955811
	Iteration 3F: 3 clusters Score -82980.93 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -83074.062500 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -83074.06 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -83154.015625 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -83154.02 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -83225.265625 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -83225.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -83300.382812 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -83300.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -83323.242188 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -83323.24 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -83338.273438 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -83338.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -83346.585938 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -83346.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83354.718750 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -83354.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -83357.421875 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -83357.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83358.929688 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -83358.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -83358.929688 Penalty: 3309.955811
	Iteration 14F: 3 clusters Score -83358.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Entering Unmasked Estep 
Score: -1255264.500000 Penalty: 2313.374512
	Iteration 0F: 2 clusters Score -1255264 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1246865.125000 Penalty: 4626.749023
	Iteration 0F: 3 clusters Score -1246865 nChanged 4724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1249450.375000 Penalty: 4626.749023
	Iteration 1F: 3 clusters Score -1249450 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -1249861.250000 Penalty: 4626.749023
	Iteration 2F: 3 clusters Score -1249861 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1250249.000000 Penalty: 4626.749023
	Iteration 3F: 3 clusters Score -1250249 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1250653.125000 Penalty: 4626.749023
	Iteration 4F: 3 clusters Score -1250653 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1251050.500000 Penalty: 4626.749023
	Iteration 5F: 3 clusters Score -1251050 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1251453.250000 Penalty: 4626.749023
	Iteration 6F: 3 clusters Score -1251453 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -1251852.125000 Penalty: 4626.749023
	Iteration 7F: 3 clusters Score -1251852 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -1252216.250000 Penalty: 4626.749023
	Iteration 8Q: 3 clusters Score -1252216 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -1252566.500000 Penalty: 4626.749023
	Iteration 9Q: 3 clusters Score -1252566 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1252841.250000 Penalty: 4626.749023
	Iteration 10Q: 3 clusters Score -1252841 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -1253035.375000 Penalty: 4626.749023
	Iteration 11Q: 3 clusters Score -1253035 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1253206.875000 Penalty: 4626.749023
	Iteration 12Q: 3 clusters Score -1253207 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1253380.125000 Penalty: 4626.749023
	Iteration 13Q: 3 clusters Score -1253380 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1253506.250000 Penalty: 4626.749023
	Iteration 14Q: 3 clusters Score -1253506 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -1253622.375000 Penalty: 4626.749023
	Iteration 15Q: 3 clusters Score -1253622 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9638 members 
Entering Unmasked Estep 
Score: -1253725.625000 Penalty: 4626.749023
	Iteration 16Q: 3 clusters Score -1253726 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -1253797.375000 Penalty: 4626.749023
	Iteration 17Q: 3 clusters Score -1253797 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1253841.750000 Penalty: 4626.749023
	Iteration 18Q: 3 clusters Score -1253842 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -1253863.750000 Penalty: 4626.749023
	Iteration 19Q: 3 clusters Score -1253864 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1253889.625000 Penalty: 4626.749023
	Iteration 20F: 3 clusters Score -1253890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1253911.500000 Penalty: 4626.749023
	Iteration 21Q: 3 clusters Score -1253912 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1253927.750000 Penalty: 4626.749023
	Iteration 22Q: 3 clusters Score -1253928 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -1253940.875000 Penalty: 4626.749023
	Iteration 23Q: 3 clusters Score -1253941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1253954.375000 Penalty: 4626.749023
	Iteration 24Q: 3 clusters Score -1253954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -1253963.500000 Penalty: 4626.749023
	Iteration 25Q: 3 clusters Score -1253964 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1253964.875000 Penalty: 4626.749023
	Iteration 26Q: 3 clusters Score -1253965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 10079 members 
Entering Unmasked Estep 
Score: -1253964.875000 Penalty: 4626.749023
	Iteration 27Q: 3 clusters Score -1253965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -1253965.250000 Penalty: 4626.749023
	Iteration 28Q: 3 clusters Score -1253965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -1253964.875000 Penalty: 4626.749023
	Iteration 29Q: 3 clusters Score -1253965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1253965.750000 Penalty: 4626.749023
	Iteration 30Q: 3 clusters Score -1253966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -1253965.750000 Penalty: 4626.749023
	Iteration 31F: 3 clusters Score -1253966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14647 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Entering Unmasked Estep 
Score: -1760419.250000 Penalty: 2378.813721
	Iteration 0F: 2 clusters Score -1760419 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1749790.375000 Penalty: 4757.627441
	Iteration 0F: 3 clusters Score -1749790 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -1753186.500000 Penalty: 4757.627441
	Iteration 1F: 3 clusters Score -1753186 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1753573.875000 Penalty: 4757.627441
	Iteration 2F: 3 clusters Score -1753574 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1753958.250000 Penalty: 4757.627441
	Iteration 3F: 3 clusters Score -1753958 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -1754340.750000 Penalty: 4757.627441
	Iteration 4Q: 3 clusters Score -1754341 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1754716.375000 Penalty: 4757.627441
	Iteration 5F: 3 clusters Score -1754716 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1755120.625000 Penalty: 4757.627441
	Iteration 6Q: 3 clusters Score -1755121 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -1755597.250000 Penalty: 4757.627441
	Iteration 7F: 3 clusters Score -1755597 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 10513 members 
Entering Unmasked Estep 
Score: -1756092.500000 Penalty: 4757.627441
	Iteration 8Q: 3 clusters Score -1756092 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -1756588.875000 Penalty: 4757.627441
	Iteration 9Q: 3 clusters Score -1756589 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -1757044.875000 Penalty: 4757.627441
	Iteration 10Q: 3 clusters Score -1757045 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -1757405.625000 Penalty: 4757.627441
	Iteration 11Q: 3 clusters Score -1757406 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -1757654.625000 Penalty: 4757.627441
	Iteration 12Q: 3 clusters Score -1757655 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -1757810.125000 Penalty: 4757.627441
	Iteration 13Q: 3 clusters Score -1757810 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -1757925.375000 Penalty: 4757.627441
	Iteration 14Q: 3 clusters Score -1757925 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1757995.500000 Penalty: 4757.627441
	Iteration 15Q: 3 clusters Score -1757996 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -1758036.125000 Penalty: 4757.627441
	Iteration 16Q: 3 clusters Score -1758036 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1758081.000000 Penalty: 4757.627441
	Iteration 17Q: 3 clusters Score -1758081 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1758129.250000 Penalty: 4757.627441
	Iteration 18Q: 3 clusters Score -1758129 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -1758153.500000 Penalty: 4757.627441
	Iteration 19Q: 3 clusters Score -1758154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -1758170.625000 Penalty: 4757.627441
	Iteration 20F: 3 clusters Score -1758171 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -1758198.875000 Penalty: 4757.627441
	Iteration 21Q: 3 clusters Score -1758199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -1758218.250000 Penalty: 4757.627441
	Iteration 22Q: 3 clusters Score -1758218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -1758241.625000 Penalty: 4757.627441
	Iteration 23Q: 3 clusters Score -1758242 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 13204 members 
Entering Unmasked Estep 
Score: -1758254.625000 Penalty: 4757.627441
	Iteration 24Q: 3 clusters Score -1758255 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -1758269.375000 Penalty: 4757.627441
	Iteration 25Q: 3 clusters Score -1758269 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -1758276.875000 Penalty: 4757.627441
	Iteration 26Q: 3 clusters Score -1758277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1758284.125000 Penalty: 4757.627441
	Iteration 27Q: 3 clusters Score -1758284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -1758289.625000 Penalty: 4757.627441
	Iteration 28Q: 3 clusters Score -1758290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -1758298.125000 Penalty: 4757.627441
	Iteration 29Q: 3 clusters Score -1758298 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1758306.125000 Penalty: 4757.627441
	Iteration 30Q: 3 clusters Score -1758306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -1758309.500000 Penalty: 4757.627441
	Iteration 31Q: 3 clusters Score -1758310 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -1758316.250000 Penalty: 4757.627441
	Iteration 32Q: 3 clusters Score -1758316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -1758322.125000 Penalty: 4757.627441
	Iteration 33Q: 3 clusters Score -1758322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1758324.500000 Penalty: 4757.627441
	Iteration 34Q: 3 clusters Score -1758324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 13433 members 
Entering Unmasked Estep 
Score: -1758329.875000 Penalty: 4757.627441
	Iteration 35Q: 3 clusters Score -1758330 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -1758336.125000 Penalty: 4757.627441
	Iteration 36Q: 3 clusters Score -1758336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -1758338.375000 Penalty: 4757.627441
	Iteration 37Q: 3 clusters Score -1758338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 13467 members 
Entering Unmasked Estep 
Score: -1758344.000000 Penalty: 4757.627441
	Iteration 38Q: 3 clusters Score -1758344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -1758349.375000 Penalty: 4757.627441
	Iteration 39Q: 3 clusters Score -1758349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 13497 members 
Entering Unmasked Estep 
Score: -1758357.625000 Penalty: 4757.627441
	Iteration 40F: 3 clusters Score -1758358 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -1758364.000000 Penalty: 4757.627441
	Iteration 41Q: 3 clusters Score -1758364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1758369.000000 Penalty: 4757.627441
	Iteration 42Q: 3 clusters Score -1758369 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -1758373.250000 Penalty: 4757.627441
	Iteration 43Q: 3 clusters Score -1758373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 13552 members 
Entering Unmasked Estep 
Score: -1758388.125000 Penalty: 4757.627441
	Iteration 44Q: 3 clusters Score -1758388 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -1758397.000000 Penalty: 4757.627441
	Iteration 45Q: 3 clusters Score -1758397 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1758400.000000 Penalty: 4757.627441
	Iteration 46Q: 3 clusters Score -1758400 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1758398.375000 Penalty: 4757.627441
	Iteration 47Q: 3 clusters Score -1758398 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -1758399.500000 Penalty: 4757.627441
	Iteration 48Q: 3 clusters Score -1758400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -1758404.250000 Penalty: 4757.627441
	Iteration 49Q: 3 clusters Score -1758404 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1758405.375000 Penalty: 4757.627441
	Iteration 50Q: 3 clusters Score -1758405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 13600 members 
Entering Unmasked Estep 
Score: -1758403.125000 Penalty: 4757.627441
	Iteration 51Q: 3 clusters Score -1758403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -1758403.250000 Penalty: 4757.627441
	Iteration 52Q: 3 clusters Score -1758403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 13605 members 
Entering Unmasked Estep 
Score: -1758404.125000 Penalty: 4757.627441
	Iteration 53Q: 3 clusters Score -1758404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -1758407.875000 Penalty: 4757.627441
	Iteration 54Q: 3 clusters Score -1758408 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -1758408.000000 Penalty: 4757.627441
	Iteration 55Q: 3 clusters Score -1758408 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1758408.375000 Penalty: 4757.627441
	Iteration 56Q: 3 clusters Score -1758408 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -1758408.375000 Penalty: 4757.627441
	Iteration 57F: 3 clusters Score -1758408 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -47042.390625 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -47042.39 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 231 members 
Entering Unmasked Estep 
Score: -45542.082031 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -45542.08 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45707.128906 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -45707.13 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -45773.488281 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -45773.49 nChanged 11
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: -45802.148438 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -45802.15 nChanged 7
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: -45832.632812 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -45832.63 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45853.968750 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -45853.97 nChanged 3
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: -45867.316406 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -45867.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -45875.882812 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -45875.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45908.449219 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -45908.45 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -45953.937500 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -45953.94 nChanged 8
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: -45983.027344 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -45983.03 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46015.859375 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -46015.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -46042.246094 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -46042.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46114.039062 Penalty: 3061.163330
	Iteration 13Q: 3 clusters Score -46114.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -46175.308594 Penalty: 3061.163330
	Iteration 14Q: 3 clusters Score -46175.31 nChanged 7
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: -46198.171875 Penalty: 3061.163330
	Iteration 15Q: 3 clusters Score -46198.17 nChanged 7
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: -46226.500000 Penalty: 3061.163330
	Iteration 16Q: 3 clusters Score -46226.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -46273.109375 Penalty: 3061.163330
	Iteration 17Q: 3 clusters Score -46273.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -46303.371094 Penalty: 3061.163330
	Iteration 18Q: 3 clusters Score -46303.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -46335.390625 Penalty: 3061.163330
	Iteration 19Q: 3 clusters Score -46335.39 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46370.382812 Penalty: 3061.163330
	Iteration 20F: 3 clusters Score -46370.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46390.703125 Penalty: 3061.163330
	Iteration 21Q: 3 clusters Score -46390.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46404.015625 Penalty: 3061.163330
	Iteration 22Q: 3 clusters Score -46404.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -46407.546875 Penalty: 3061.163330
	Iteration 23Q: 3 clusters Score -46407.55 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -46409.175781 Penalty: 3061.163330
	Iteration 24Q: 3 clusters Score -46409.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -46413.140625 Penalty: 3061.163330
	Iteration 25Q: 3 clusters Score -46413.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -46428.593750 Penalty: 3061.163330
	Iteration 26Q: 3 clusters Score -46428.59 nChanged 3
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: -46447.656250 Penalty: 3061.163330
	Iteration 27Q: 3 clusters Score -46447.66 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: -46453.734375 Penalty: 3061.163330
	Iteration 28Q: 3 clusters Score -46453.73 nChanged 1
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: -46459.164062 Penalty: 3061.163330
	Iteration 29Q: 3 clusters Score -46459.16 nChanged 3
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: -46480.839844 Penalty: 3061.163330
	Iteration 30Q: 3 clusters Score -46480.84 nChanged 2
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: -46487.625000 Penalty: 3061.163330
	Iteration 31Q: 3 clusters Score -46487.62 nChanged 1
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: -46491.546875 Penalty: 3061.163330
	Iteration 32Q: 3 clusters Score -46491.55 nChanged 0
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: -46491.546875 Penalty: 3061.163330
	Iteration 33F: 3 clusters Score -46491.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (311757 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311757 members 
Entering Unmasked Estep 
Score: -36754520.000000 Penalty: 3137.194824
	Iteration 0F: 2 clusters Score -3.675452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155935 members 
Mstep: Class 2 contains 155822 members 
Entering Unmasked Estep 
Score: -36562236.000000 Penalty: 6274.389648
	Iteration 0F: 3 clusters Score -3.656224e+07 nChanged 151122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154413 members 
Mstep: Class 2 contains 157344 members 
Entering Unmasked Estep 
Score: -36651788.000000 Penalty: 6274.389648
	Iteration 1F: 3 clusters Score -3.665179e+07 nChanged 9097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153240 members 
Mstep: Class 2 contains 158517 members 
Entering Unmasked Estep 
Score: -36653896.000000 Penalty: 6274.389648
	Iteration 2Q: 3 clusters Score -3.66539e+07 nChanged 10181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151419 members 
Mstep: Class 2 contains 160338 members 
Entering Unmasked Estep 
Score: -36656716.000000 Penalty: 6274.389648
	Iteration 3Q: 3 clusters Score -3.665672e+07 nChanged 11611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148656 members 
Mstep: Class 2 contains 163101 members 
Entering Unmasked Estep 
Score: -36660648.000000 Penalty: 6274.389648
	Iteration 4Q: 3 clusters Score -3.666065e+07 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144696 members 
Mstep: Class 2 contains 167061 members 
Entering Unmasked Estep 
Score: -36666756.000000 Penalty: 6274.389648
	Iteration 5Q: 3 clusters Score -3.666676e+07 nChanged 16158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139630 members 
Mstep: Class 2 contains 172127 members 
Entering Unmasked Estep 
Score: -36676200.000000 Penalty: 6274.389648
	Iteration 6F: 3 clusters Score -3.66762e+07 nChanged 18788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133828 members 
Mstep: Class 2 contains 177929 members 
Entering Unmasked Estep 
Score: -36690140.000000 Penalty: 6274.389648
	Iteration 7F: 3 clusters Score -3.669014e+07 nChanged 19627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128551 members 
Mstep: Class 2 contains 183206 members 
Entering Unmasked Estep 
Score: -36704656.000000 Penalty: 6274.389648
	Iteration 8F: 3 clusters Score -3.670466e+07 nChanged 16816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124347 members 
Mstep: Class 2 contains 187410 members 
Entering Unmasked Estep 
Score: -36713536.000000 Penalty: 6274.389648
	Iteration 9F: 3 clusters Score -3.671354e+07 nChanged 11292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120753 members 
Mstep: Class 2 contains 191004 members 
Entering Unmasked Estep 
Score: -36717088.000000 Penalty: 6274.389648
	Iteration 10Q: 3 clusters Score -3.671709e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117159 members 
Mstep: Class 2 contains 194598 members 
Entering Unmasked Estep 
Score: -36718360.000000 Penalty: 6274.389648
	Iteration 11Q: 3 clusters Score -3.671836e+07 nChanged 4586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113255 members 
Mstep: Class 2 contains 198502 members 
Entering Unmasked Estep 
Score: -36719424.000000 Penalty: 6274.389648
	Iteration 12Q: 3 clusters Score -3.671942e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109227 members 
Mstep: Class 2 contains 202530 members 
Entering Unmasked Estep 
Score: -36720344.000000 Penalty: 6274.389648
	Iteration 13Q: 3 clusters Score -3.672034e+07 nChanged 4306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105109 members 
Mstep: Class 2 contains 206648 members 
Entering Unmasked Estep 
Score: -36721256.000000 Penalty: 6274.389648
	Iteration 14Q: 3 clusters Score -3.672126e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100758 members 
Mstep: Class 2 contains 210999 members 
Entering Unmasked Estep 
Score: -36722560.000000 Penalty: 6274.389648
	Iteration 15Q: 3 clusters Score -3.672256e+07 nChanged 4879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96061 members 
Mstep: Class 2 contains 215696 members 
Entering Unmasked Estep 
Score: -36723852.000000 Penalty: 6274.389648
	Iteration 16Q: 3 clusters Score -3.672385e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91246 members 
Mstep: Class 2 contains 220511 members 
Entering Unmasked Estep 
Score: -36725568.000000 Penalty: 6274.389648
	Iteration 17Q: 3 clusters Score -3.672557e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86202 members 
Mstep: Class 2 contains 225555 members 
Entering Unmasked Estep 
Score: -36727936.000000 Penalty: 6274.389648
	Iteration 18Q: 3 clusters Score -3.672794e+07 nChanged 5394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81010 members 
Mstep: Class 2 contains 230747 members 
Entering Unmasked Estep 
Score: -36730132.000000 Penalty: 6274.389648
	Iteration 19Q: 3 clusters Score -3.673013e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75979 members 
Mstep: Class 2 contains 235778 members 
Entering Unmasked Estep 
Score: -36732780.000000 Penalty: 6274.389648
	Iteration 20F: 3 clusters Score -3.673278e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71109 members 
Mstep: Class 2 contains 240648 members 
Entering Unmasked Estep 
Score: -36735548.000000 Penalty: 6274.389648
	Iteration 21Q: 3 clusters Score -3.673555e+07 nChanged 5257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66446 members 
Mstep: Class 2 contains 245311 members 
Entering Unmasked Estep 
Score: -36738272.000000 Penalty: 6274.389648
	Iteration 22Q: 3 clusters Score -3.673827e+07 nChanged 4957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62175 members 
Mstep: Class 2 contains 249582 members 
Entering Unmasked Estep 
Score: -36740812.000000 Penalty: 6274.389648
	Iteration 23Q: 3 clusters Score -3.674081e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58277 members 
Mstep: Class 2 contains 253480 members 
Entering Unmasked Estep 
Score: -36743328.000000 Penalty: 6274.389648
	Iteration 24Q: 3 clusters Score -3.674333e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54714 members 
Mstep: Class 2 contains 257043 members 
Entering Unmasked Estep 
Score: -36745544.000000 Penalty: 6274.389648
	Iteration 25Q: 3 clusters Score -3.674554e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51422 members 
Mstep: Class 2 contains 260335 members 
Entering Unmasked Estep 
Score: -36746748.000000 Penalty: 6274.389648
	Iteration 26Q: 3 clusters Score -3.674675e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48387 members 
Mstep: Class 2 contains 263370 members 
Entering Unmasked Estep 
Score: -36748316.000000 Penalty: 6274.389648
	Iteration 27Q: 3 clusters Score -3.674832e+07 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 266241 members 
Entering Unmasked Estep 
Score: -36749276.000000 Penalty: 6274.389648
	Iteration 28Q: 3 clusters Score -3.674928e+07 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 268953 members 
Entering Unmasked Estep 
Score: -36750176.000000 Penalty: 6274.389648
	Iteration 29Q: 3 clusters Score -3.675018e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 271566 members 
Entering Unmasked Estep 
Score: -36751056.000000 Penalty: 6274.389648
	Iteration 30Q: 3 clusters Score -3.675106e+07 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37654 members 
Mstep: Class 2 contains 274103 members 
Entering Unmasked Estep 
Score: -36751716.000000 Penalty: 6274.389648
	Iteration 31Q: 3 clusters Score -3.675172e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 276604 members 
Entering Unmasked Estep 
Score: -36752336.000000 Penalty: 6274.389648
	Iteration 32Q: 3 clusters Score -3.675234e+07 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32679 members 
Mstep: Class 2 contains 279078 members 
Entering Unmasked Estep 
Score: -36752904.000000 Penalty: 6274.389648
	Iteration 33Q: 3 clusters Score -3.67529e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30178 members 
Mstep: Class 2 contains 281579 members 
Entering Unmasked Estep 
Score: -36753620.000000 Penalty: 6274.389648
	Iteration 34Q: 3 clusters Score -3.675362e+07 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 284165 members 
Entering Unmasked Estep 
Score: -36754432.000000 Penalty: 6274.389648
	Iteration 35Q: 3 clusters Score -3.675443e+07 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 286726 members 
Entering Unmasked Estep 
Score: -36755164.000000 Penalty: 6274.389648
	Iteration 36Q: 3 clusters Score -3.675516e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 289247 members 
Entering Unmasked Estep 
Score: -36756048.000000 Penalty: 6274.389648
	Iteration 37Q: 3 clusters Score -3.675605e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 291748 members 
Entering Unmasked Estep 
Score: -36756392.000000 Penalty: 6274.389648
	Iteration 38Q: 3 clusters Score -3.675639e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17611 members 
Mstep: Class 2 contains 294146 members 
Entering Unmasked Estep 
Score: -36757004.000000 Penalty: 6274.389648
	Iteration 39Q: 3 clusters Score -3.6757e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 296417 members 
Entering Unmasked Estep 
Score: -36757556.000000 Penalty: 6274.389648
	Iteration 40F: 3 clusters Score -3.675756e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 298458 members 
Entering Unmasked Estep 
Score: -36757688.000000 Penalty: 6274.389648
	Iteration 41Q: 3 clusters Score -3.675769e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 300299 members 
Entering Unmasked Estep 
Score: -36757240.000000 Penalty: 6274.389648
	Iteration 42Q: 3 clusters Score -3.675724e+07 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 301903 members 
Entering Unmasked Estep 
Score: -36756844.000000 Penalty: 6274.389648
	Iteration 43Q: 3 clusters Score -3.675684e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 303319 members 
Entering Unmasked Estep 
Score: -36756312.000000 Penalty: 6274.389648
	Iteration 44Q: 3 clusters Score -3.675631e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 304569 members 
Entering Unmasked Estep 
Score: -36755888.000000 Penalty: 6274.389648
	Iteration 45Q: 3 clusters Score -3.675589e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 305612 members 
Entering Unmasked Estep 
Score: -36755368.000000 Penalty: 6274.389648
	Iteration 46Q: 3 clusters Score -3.675537e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 306460 members 
Entering Unmasked Estep 
Score: -36754852.000000 Penalty: 6274.389648
	Iteration 47Q: 3 clusters Score -3.675485e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 307215 members 
Entering Unmasked Estep 
Score: -36754548.000000 Penalty: 6274.389648
	Iteration 48Q: 3 clusters Score -3.675455e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 307830 members 
Entering Unmasked Estep 
Score: -36754220.000000 Penalty: 6274.389648
	Iteration 49Q: 3 clusters Score -3.675422e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 308347 members 
Entering Unmasked Estep 
Score: -36753988.000000 Penalty: 6274.389648
	Iteration 50Q: 3 clusters Score -3.675399e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 308745 members 
Entering Unmasked Estep 
Score: -36753772.000000 Penalty: 6274.389648
	Iteration 51Q: 3 clusters Score -3.675377e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 309070 members 
Entering Unmasked Estep 
Score: -36753644.000000 Penalty: 6274.389648
	Iteration 52Q: 3 clusters Score -3.675364e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 309330 members 
Entering Unmasked Estep 
Score: -36753624.000000 Penalty: 6274.389648
	Iteration 53Q: 3 clusters Score -3.675362e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 309540 members 
Entering Unmasked Estep 
Score: -36753536.000000 Penalty: 6274.389648
	Iteration 54Q: 3 clusters Score -3.675354e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 309717 members 
Entering Unmasked Estep 
Score: -36753484.000000 Penalty: 6274.389648
	Iteration 55Q: 3 clusters Score -3.675348e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 309866 members 
Entering Unmasked Estep 
Score: -36753448.000000 Penalty: 6274.389648
	Iteration 56Q: 3 clusters Score -3.675345e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 309992 members 
Entering Unmasked Estep 
Score: -36753332.000000 Penalty: 6274.389648
	Iteration 57Q: 3 clusters Score -3.675333e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 310098 members 
Entering Unmasked Estep 
Score: -36753320.000000 Penalty: 6274.389648
	Iteration 58Q: 3 clusters Score -3.675332e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 310180 members 
Entering Unmasked Estep 
Score: -36753244.000000 Penalty: 6274.389648
	Iteration 59Q: 3 clusters Score -3.675324e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 310237 members 
Entering Unmasked Estep 
Score: -36753264.000000 Penalty: 6274.389648
	Iteration 60F: 3 clusters Score -3.675326e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 310289 members 
Entering Unmasked Estep 
Score: -36753184.000000 Penalty: 6274.389648
	Iteration 61Q: 3 clusters Score -3.675318e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 310324 members 
Entering Unmasked Estep 
Score: -36753208.000000 Penalty: 6274.389648
	Iteration 62Q: 3 clusters Score -3.675321e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 310363 members 
Entering Unmasked Estep 
Score: -36753204.000000 Penalty: 6274.389648
	Iteration 63Q: 3 clusters Score -3.67532e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 310403 members 
Entering Unmasked Estep 
Score: -36753188.000000 Penalty: 6274.389648
	Iteration 64Q: 3 clusters Score -3.675319e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 310423 members 
Entering Unmasked Estep 
Score: -36753152.000000 Penalty: 6274.389648
	Iteration 65Q: 3 clusters Score -3.675315e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 310435 members 
Entering Unmasked Estep 
Score: -36753160.000000 Penalty: 6274.389648
	Iteration 66Q: 3 clusters Score -3.675316e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 310450 members 
Entering Unmasked Estep 
Score: -36753180.000000 Penalty: 6274.389648
	Iteration 67Q: 3 clusters Score -3.675318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 310460 members 
Entering Unmasked Estep 
Score: -36753180.000000 Penalty: 6274.389648
	Iteration 68Q: 3 clusters Score -3.675318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 310470 members 
Entering Unmasked Estep 
Score: -36753156.000000 Penalty: 6274.389648
	Iteration 69Q: 3 clusters Score -3.675316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 310478 members 
Entering Unmasked Estep 
Score: -36753188.000000 Penalty: 6274.389648
	Iteration 70Q: 3 clusters Score -3.675319e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 310487 members 
Entering Unmasked Estep 
Score: -36753192.000000 Penalty: 6274.389648
	Iteration 71Q: 3 clusters Score -3.675319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 310494 members 
Entering Unmasked Estep 
Score: -36753156.000000 Penalty: 6274.389648
	Iteration 72Q: 3 clusters Score -3.675316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 310506 members 
Entering Unmasked Estep 
Score: -36753148.000000 Penalty: 6274.389648
	Iteration 73Q: 3 clusters Score -3.675315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 310517 members 
Entering Unmasked Estep 
Score: -36753172.000000 Penalty: 6274.389648
	Iteration 74Q: 3 clusters Score -3.675317e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 310524 members 
Entering Unmasked Estep 
Score: -36753192.000000 Penalty: 6274.389648
	Iteration 75Q: 3 clusters Score -3.675319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 310531 members 
Entering Unmasked Estep 
Score: -36753176.000000 Penalty: 6274.389648
	Iteration 76Q: 3 clusters Score -3.675318e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 310537 members 
Entering Unmasked Estep 
Score: -36753152.000000 Penalty: 6274.389648
	Iteration 77Q: 3 clusters Score -3.675315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 310544 members 
Entering Unmasked Estep 
Score: -36753144.000000 Penalty: 6274.389648
	Iteration 78Q: 3 clusters Score -3.675314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 310548 members 
Entering Unmasked Estep 
Score: -36753136.000000 Penalty: 6274.389648
	Iteration 79Q: 3 clusters Score -3.675314e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 310547 members 
Entering Unmasked Estep 
Score: -36753156.000000 Penalty: 6274.389648
	Iteration 80F: 3 clusters Score -3.675316e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 310549 members 
Entering Unmasked Estep 
Score: -36753168.000000 Penalty: 6274.389648
	Iteration 81Q: 3 clusters Score -3.675317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 310552 members 
Entering Unmasked Estep 
Score: -36753156.000000 Penalty: 6274.389648
	Iteration 82Q: 3 clusters Score -3.675316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 310557 members 
Entering Unmasked Estep 
Score: -36753144.000000 Penalty: 6274.389648
	Iteration 83Q: 3 clusters Score -3.675314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 310561 members 
Entering Unmasked Estep 
Score: -36753124.000000 Penalty: 6274.389648
	Iteration 84Q: 3 clusters Score -3.675312e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 310567 members 
Entering Unmasked Estep 
Score: -36753132.000000 Penalty: 6274.389648
	Iteration 85Q: 3 clusters Score -3.675313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 310568 members 
Entering Unmasked Estep 
Score: -36753124.000000 Penalty: 6274.389648
	Iteration 86Q: 3 clusters Score -3.675312e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 310567 members 
Entering Unmasked Estep 
Score: -36753132.000000 Penalty: 6274.389648
	Iteration 87Q: 3 clusters Score -3.675313e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 310568 members 
Entering Unmasked Estep 
Score: -36753116.000000 Penalty: 6274.389648
	Iteration 88Q: 3 clusters Score -3.675312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 310569 members 
Entering Unmasked Estep 
Score: -36753112.000000 Penalty: 6274.389648
	Iteration 89Q: 3 clusters Score -3.675311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 310571 members 
Entering Unmasked Estep 
Score: -36753100.000000 Penalty: 6274.389648
	Iteration 90Q: 3 clusters Score -3.67531e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 310575 members 
Entering Unmasked Estep 
Score: -36753112.000000 Penalty: 6274.389648
	Iteration 91Q: 3 clusters Score -3.675311e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 310579 members 
Entering Unmasked Estep 
Score: -36753104.000000 Penalty: 6274.389648
	Iteration 92Q: 3 clusters Score -3.67531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 310581 members 
Entering Unmasked Estep 
Score: -36753104.000000 Penalty: 6274.389648
	Iteration 93Q: 3 clusters Score -3.67531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 310583 members 
Entering Unmasked Estep 
Score: -36753108.000000 Penalty: 6274.389648
	Iteration 94Q: 3 clusters Score -3.675311e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 310583 members 
Entering Unmasked Estep 
Score: -36753108.000000 Penalty: 6274.389648
	Iteration 95Q: 3 clusters Score -3.675311e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 310584 members 
Entering Unmasked Estep 
Score: -36753120.000000 Penalty: 6274.389648
	Iteration 96Q: 3 clusters Score -3.675312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 310586 members 
Entering Unmasked Estep 
Score: -36753128.000000 Penalty: 6274.389648
	Iteration 97Q: 3 clusters Score -3.675313e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 310588 members 
Entering Unmasked Estep 
Score: -36753112.000000 Penalty: 6274.389648
	Iteration 98Q: 3 clusters Score -3.675311e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 310589 members 
Entering Unmasked Estep 
Score: -36753108.000000 Penalty: 6274.389648
	Iteration 99Q: 3 clusters Score -3.675311e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 310589 members 
Entering Unmasked Estep 
Score: -36753108.000000 Penalty: 6274.389648
	Iteration 100F: 3 clusters Score -3.675311e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20572 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Entering Unmasked Estep 
Score: -2259707.500000 Penalty: 2463.058105
	Iteration 0F: 2 clusters Score -2259708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -2245171.750000 Penalty: 4926.116211
	Iteration 0F: 3 clusters Score -2245172 nChanged 9105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -2250152.250000 Penalty: 4926.116211
	Iteration 1F: 3 clusters Score -2250152 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -2250685.500000 Penalty: 4926.116211
	Iteration 2F: 3 clusters Score -2250686 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2251220.750000 Penalty: 4926.116211
	Iteration 3F: 3 clusters Score -2251221 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 9996 members 
Entering Unmasked Estep 
Score: -2251770.250000 Penalty: 4926.116211
	Iteration 4F: 3 clusters Score -2251770 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -2252357.500000 Penalty: 4926.116211
	Iteration 5F: 3 clusters Score -2252358 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2252962.750000 Penalty: 4926.116211
	Iteration 6F: 3 clusters Score -2252963 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2253579.250000 Penalty: 4926.116211
	Iteration 7Q: 3 clusters Score -2253579 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -2254154.750000 Penalty: 4926.116211
	Iteration 8Q: 3 clusters Score -2254155 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -2254608.000000 Penalty: 4926.116211
	Iteration 9Q: 3 clusters Score -2254608 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -2254994.000000 Penalty: 4926.116211
	Iteration 10Q: 3 clusters Score -2254994 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11300 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2255280.750000 Penalty: 4926.116211
	Iteration 11Q: 3 clusters Score -2255281 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -2255499.750000 Penalty: 4926.116211
	Iteration 12Q: 3 clusters Score -2255500 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2255635.750000 Penalty: 4926.116211
	Iteration 13Q: 3 clusters Score -2255636 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11779 members 
Mstep: Class 2 contains 8793 members 
Entering Unmasked Estep 
Score: -2255742.250000 Penalty: 4926.116211
	Iteration 14Q: 3 clusters Score -2255742 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -2255834.750000 Penalty: 4926.116211
	Iteration 15Q: 3 clusters Score -2255835 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -2255912.000000 Penalty: 4926.116211
	Iteration 16Q: 3 clusters Score -2255912 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 8310 members 
Entering Unmasked Estep 
Score: -2255976.750000 Penalty: 4926.116211
	Iteration 17Q: 3 clusters Score -2255977 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -2256049.500000 Penalty: 4926.116211
	Iteration 18Q: 3 clusters Score -2256050 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12607 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -2256100.000000 Penalty: 4926.116211
	Iteration 19Q: 3 clusters Score -2256100 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -2256156.500000 Penalty: 4926.116211
	Iteration 20F: 3 clusters Score -2256156 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 7637 members 
Entering Unmasked Estep 
Score: -2256193.500000 Penalty: 4926.116211
	Iteration 21Q: 3 clusters Score -2256194 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13086 members 
Mstep: Class 2 contains 7486 members 
Entering Unmasked Estep 
Score: -2256233.000000 Penalty: 4926.116211
	Iteration 22Q: 3 clusters Score -2256233 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -2256268.250000 Penalty: 4926.116211
	Iteration 23Q: 3 clusters Score -2256268 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -2256304.500000 Penalty: 4926.116211
	Iteration 24Q: 3 clusters Score -2256304 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2256347.250000 Penalty: 4926.116211
	Iteration 25Q: 3 clusters Score -2256347 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -2256390.000000 Penalty: 4926.116211
	Iteration 26Q: 3 clusters Score -2256390 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -2256440.750000 Penalty: 4926.116211
	Iteration 27Q: 3 clusters Score -2256441 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14058 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2256477.000000 Penalty: 4926.116211
	Iteration 28Q: 3 clusters Score -2256477 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14220 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2256529.750000 Penalty: 4926.116211
	Iteration 29Q: 3 clusters Score -2256530 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -2256590.500000 Penalty: 4926.116211
	Iteration 30Q: 3 clusters Score -2256590 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14607 members 
Mstep: Class 2 contains 5965 members 
Entering Unmasked Estep 
Score: -2256665.750000 Penalty: 4926.116211
	Iteration 31Q: 3 clusters Score -2256666 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -2256769.500000 Penalty: 4926.116211
	Iteration 32Q: 3 clusters Score -2256770 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15068 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -2256910.750000 Penalty: 4926.116211
	Iteration 33Q: 3 clusters Score -2256911 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2257068.000000 Penalty: 4926.116211
	Iteration 34Q: 3 clusters Score -2257068 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -2257236.000000 Penalty: 4926.116211
	Iteration 35Q: 3 clusters Score -2257236 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -2257438.500000 Penalty: 4926.116211
	Iteration 36Q: 3 clusters Score -2257438 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -2257625.250000 Penalty: 4926.116211
	Iteration 37Q: 3 clusters Score -2257625 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2257804.500000 Penalty: 4926.116211
	Iteration 38Q: 3 clusters Score -2257804 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2257919.750000 Penalty: 4926.116211
	Iteration 39Q: 3 clusters Score -2257920 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -2257997.750000 Penalty: 4926.116211
	Iteration 40F: 3 clusters Score -2257998 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16752 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2258052.750000 Penalty: 4926.116211
	Iteration 41Q: 3 clusters Score -2258053 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2258101.000000 Penalty: 4926.116211
	Iteration 42Q: 3 clusters Score -2258101 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16930 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2258134.000000 Penalty: 4926.116211
	Iteration 43Q: 3 clusters Score -2258134 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16985 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -2258153.500000 Penalty: 4926.116211
	Iteration 44Q: 3 clusters Score -2258154 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -2258169.250000 Penalty: 4926.116211
	Iteration 45Q: 3 clusters Score -2258169 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2258180.000000 Penalty: 4926.116211
	Iteration 46Q: 3 clusters Score -2258180 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -2258187.000000 Penalty: 4926.116211
	Iteration 47Q: 3 clusters Score -2258187 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -2258193.000000 Penalty: 4926.116211
	Iteration 48Q: 3 clusters Score -2258193 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2258204.000000 Penalty: 4926.116211
	Iteration 49Q: 3 clusters Score -2258204 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2258212.000000 Penalty: 4926.116211
	Iteration 50Q: 3 clusters Score -2258212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -2258212.000000 Penalty: 4926.116211
	Iteration 51Q: 3 clusters Score -2258212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -2258219.500000 Penalty: 4926.116211
	Iteration 52Q: 3 clusters Score -2258220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -2258217.250000 Penalty: 4926.116211
	Iteration 53Q: 3 clusters Score -2258217 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2258219.000000 Penalty: 4926.116211
	Iteration 54Q: 3 clusters Score -2258219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -2258216.500000 Penalty: 4926.116211
	Iteration 55Q: 3 clusters Score -2258216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -2258215.750000 Penalty: 4926.116211
	Iteration 56Q: 3 clusters Score -2258216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2258216.250000 Penalty: 4926.116211
	Iteration 57Q: 3 clusters Score -2258216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -2258220.000000 Penalty: 4926.116211
	Iteration 58Q: 3 clusters Score -2258220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -2258224.500000 Penalty: 4926.116211
	Iteration 59Q: 3 clusters Score -2258224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2258220.500000 Penalty: 4926.116211
	Iteration 60F: 3 clusters Score -2258220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17325 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2258224.750000 Penalty: 4926.116211
	Iteration 61Q: 3 clusters Score -2258225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2258227.500000 Penalty: 4926.116211
	Iteration 62Q: 3 clusters Score -2258228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2258225.000000 Penalty: 4926.116211
	Iteration 63Q: 3 clusters Score -2258225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2258225.000000 Penalty: 4926.116211
	Iteration 64F: 3 clusters Score -2258225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (10262 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Entering Unmasked Estep 
Score: -1146394.375000 Penalty: 2290.578369
	Iteration 0F: 2 clusters Score -1146394 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 5164 members 
Entering Unmasked Estep 
Score: -1138609.000000 Penalty: 4581.156738
	Iteration 0F: 3 clusters Score -1138609 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1140905.250000 Penalty: 4581.156738
	Iteration 1F: 3 clusters Score -1140905 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1141462.875000 Penalty: 4581.156738
	Iteration 2F: 3 clusters Score -1141463 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1142082.500000 Penalty: 4581.156738
	Iteration 3F: 3 clusters Score -1142082 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1142641.000000 Penalty: 4581.156738
	Iteration 4F: 3 clusters Score -1142641 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -1143160.125000 Penalty: 4581.156738
	Iteration 5F: 3 clusters Score -1143160 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1143665.500000 Penalty: 4581.156738
	Iteration 6F: 3 clusters Score -1143666 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1144103.500000 Penalty: 4581.156738
	Iteration 7F: 3 clusters Score -1144104 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -1144460.375000 Penalty: 4581.156738
	Iteration 8Q: 3 clusters Score -1144460 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1144711.625000 Penalty: 4581.156738
	Iteration 9Q: 3 clusters Score -1144712 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1144886.250000 Penalty: 4581.156738
	Iteration 10Q: 3 clusters Score -1144886 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1145005.875000 Penalty: 4581.156738
	Iteration 11Q: 3 clusters Score -1145006 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1145076.125000 Penalty: 4581.156738
	Iteration 12Q: 3 clusters Score -1145076 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1145113.000000 Penalty: 4581.156738
	Iteration 13Q: 3 clusters Score -1145113 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1145145.250000 Penalty: 4581.156738
	Iteration 14Q: 3 clusters Score -1145145 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1145173.375000 Penalty: 4581.156738
	Iteration 15Q: 3 clusters Score -1145173 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -1145205.500000 Penalty: 4581.156738
	Iteration 16Q: 3 clusters Score -1145206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1145231.625000 Penalty: 4581.156738
	Iteration 17Q: 3 clusters Score -1145232 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1145256.875000 Penalty: 4581.156738
	Iteration 18Q: 3 clusters Score -1145257 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1145275.375000 Penalty: 4581.156738
	Iteration 19Q: 3 clusters Score -1145275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1145286.500000 Penalty: 4581.156738
	Iteration 20F: 3 clusters Score -1145286 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1145301.375000 Penalty: 4581.156738
	Iteration 21Q: 3 clusters Score -1145301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1145317.875000 Penalty: 4581.156738
	Iteration 22Q: 3 clusters Score -1145318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1145329.875000 Penalty: 4581.156738
	Iteration 23Q: 3 clusters Score -1145330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1145336.000000 Penalty: 4581.156738
	Iteration 24Q: 3 clusters Score -1145336 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1145343.750000 Penalty: 4581.156738
	Iteration 25Q: 3 clusters Score -1145344 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1145343.750000 Penalty: 4581.156738
	Iteration 26Q: 3 clusters Score -1145344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1145346.250000 Penalty: 4581.156738
	Iteration 27Q: 3 clusters Score -1145346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1145348.875000 Penalty: 4581.156738
	Iteration 28Q: 3 clusters Score -1145349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1145351.250000 Penalty: 4581.156738
	Iteration 29Q: 3 clusters Score -1145351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1145354.000000 Penalty: 4581.156738
	Iteration 30Q: 3 clusters Score -1145354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1145355.500000 Penalty: 4581.156738
	Iteration 31Q: 3 clusters Score -1145356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -1145355.500000 Penalty: 4581.156738
	Iteration 32Q: 3 clusters Score -1145356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1145355.625000 Penalty: 4581.156738
	Iteration 33Q: 3 clusters Score -1145356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1145356.250000 Penalty: 4581.156738
	Iteration 34Q: 3 clusters Score -1145356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1145355.625000 Penalty: 4581.156738
	Iteration 35Q: 3 clusters Score -1145356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1145356.500000 Penalty: 4581.156738
	Iteration 36Q: 3 clusters Score -1145356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1145357.125000 Penalty: 4581.156738
	Iteration 37Q: 3 clusters Score -1145357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1145357.125000 Penalty: 4581.156738
	Iteration 38F: 3 clusters Score -1145357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (23880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Entering Unmasked Estep 
Score: -2832579.000000 Penalty: 2500.037354
	Iteration 0F: 2 clusters Score -2832579 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2816014.000000 Penalty: 5000.074707
	Iteration 0F: 3 clusters Score -2816014 nChanged 10556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 11185 members 
Entering Unmasked Estep 
Score: -2821665.500000 Penalty: 5000.074707
	Iteration 1F: 3 clusters Score -2821666 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 10700 members 
Entering Unmasked Estep 
Score: -2822104.250000 Penalty: 5000.074707
	Iteration 2F: 3 clusters Score -2822104 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -2822535.000000 Penalty: 5000.074707
	Iteration 3Q: 3 clusters Score -2822535 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2822971.250000 Penalty: 5000.074707
	Iteration 4Q: 3 clusters Score -2822971 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2823534.500000 Penalty: 5000.074707
	Iteration 5Q: 3 clusters Score -2823534 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -2824394.500000 Penalty: 5000.074707
	Iteration 6F: 3 clusters Score -2824394 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2825574.750000 Penalty: 5000.074707
	Iteration 7F: 3 clusters Score -2825575 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2827114.500000 Penalty: 5000.074707
	Iteration 8F: 3 clusters Score -2827114 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2828559.250000 Penalty: 5000.074707
	Iteration 9F: 3 clusters Score -2828559 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2829495.500000 Penalty: 5000.074707
	Iteration 10Q: 3 clusters Score -2829496 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2829945.000000 Penalty: 5000.074707
	Iteration 11Q: 3 clusters Score -2829945 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -2830139.000000 Penalty: 5000.074707
	Iteration 12Q: 3 clusters Score -2830139 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -2830238.250000 Penalty: 5000.074707
	Iteration 13Q: 3 clusters Score -2830238 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -2830300.250000 Penalty: 5000.074707
	Iteration 14Q: 3 clusters Score -2830300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -2830333.000000 Penalty: 5000.074707
	Iteration 15Q: 3 clusters Score -2830333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -2830362.750000 Penalty: 5000.074707
	Iteration 16Q: 3 clusters Score -2830363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23636 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -2830379.000000 Penalty: 5000.074707
	Iteration 17Q: 3 clusters Score -2830379 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -2830388.500000 Penalty: 5000.074707
	Iteration 18Q: 3 clusters Score -2830388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -2830391.750000 Penalty: 5000.074707
	Iteration 19Q: 3 clusters Score -2830392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -2830393.750000 Penalty: 5000.074707
	Iteration 20F: 3 clusters Score -2830394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2830402.500000 Penalty: 5000.074707
	Iteration 21Q: 3 clusters Score -2830402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2830404.750000 Penalty: 5000.074707
	Iteration 22Q: 3 clusters Score -2830405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23653 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2830404.750000 Penalty: 5000.074707
	Iteration 23F: 3 clusters Score -2830405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Entering Unmasked Estep 
Score: -835797.187500 Penalty: 2201.936523
	Iteration 0F: 2 clusters Score -835797.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -829921.187500 Penalty: 4403.873047
	Iteration 0F: 3 clusters Score -829921.2 nChanged 2915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -831549.875000 Penalty: 4403.873047
	Iteration 1F: 3 clusters Score -831549.9 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -831793.875000 Penalty: 4403.873047
	Iteration 2F: 3 clusters Score -831793.9 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -831939.000000 Penalty: 4403.873047
	Iteration 3Q: 3 clusters Score -831939 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -832047.312500 Penalty: 4403.873047
	Iteration 4Q: 3 clusters Score -832047.3 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -832131.625000 Penalty: 4403.873047
	Iteration 5Q: 3 clusters Score -832131.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -832199.000000 Penalty: 4403.873047
	Iteration 6Q: 3 clusters Score -832199 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -832255.625000 Penalty: 4403.873047
	Iteration 7Q: 3 clusters Score -832255.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -832307.937500 Penalty: 4403.873047
	Iteration 8Q: 3 clusters Score -832307.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -832359.937500 Penalty: 4403.873047
	Iteration 9Q: 3 clusters Score -832359.9 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -832395.500000 Penalty: 4403.873047
	Iteration 10Q: 3 clusters Score -832395.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -832443.500000 Penalty: 4403.873047
	Iteration 11Q: 3 clusters Score -832443.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -832505.187500 Penalty: 4403.873047
	Iteration 12Q: 3 clusters Score -832505.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -832576.625000 Penalty: 4403.873047
	Iteration 13Q: 3 clusters Score -832576.6 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -832640.437500 Penalty: 4403.873047
	Iteration 14Q: 3 clusters Score -832640.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -832704.875000 Penalty: 4403.873047
	Iteration 15Q: 3 clusters Score -832704.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -832782.812500 Penalty: 4403.873047
	Iteration 16Q: 3 clusters Score -832782.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -832854.812500 Penalty: 4403.873047
	Iteration 17Q: 3 clusters Score -832854.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -832926.687500 Penalty: 4403.873047
	Iteration 18Q: 3 clusters Score -832926.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -833002.312500 Penalty: 4403.873047
	Iteration 19Q: 3 clusters Score -833002.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -833093.125000 Penalty: 4403.873047
	Iteration 20F: 3 clusters Score -833093.1 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -833195.375000 Penalty: 4403.873047
	Iteration 21Q: 3 clusters Score -833195.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -833302.375000 Penalty: 4403.873047
	Iteration 22Q: 3 clusters Score -833302.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -833408.437500 Penalty: 4403.873047
	Iteration 23Q: 3 clusters Score -833408.4 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -833507.375000 Penalty: 4403.873047
	Iteration 24Q: 3 clusters Score -833507.4 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -833592.937500 Penalty: 4403.873047
	Iteration 25Q: 3 clusters Score -833592.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -833653.250000 Penalty: 4403.873047
	Iteration 26Q: 3 clusters Score -833653.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -833700.875000 Penalty: 4403.873047
	Iteration 27Q: 3 clusters Score -833700.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -833746.312500 Penalty: 4403.873047
	Iteration 28Q: 3 clusters Score -833746.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -833785.437500 Penalty: 4403.873047
	Iteration 29Q: 3 clusters Score -833785.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -833816.312500 Penalty: 4403.873047
	Iteration 30Q: 3 clusters Score -833816.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -833842.125000 Penalty: 4403.873047
	Iteration 31Q: 3 clusters Score -833842.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -833860.062500 Penalty: 4403.873047
	Iteration 32Q: 3 clusters Score -833860.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -833870.250000 Penalty: 4403.873047
	Iteration 33Q: 3 clusters Score -833870.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -833883.062500 Penalty: 4403.873047
	Iteration 34Q: 3 clusters Score -833883.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -833892.625000 Penalty: 4403.873047
	Iteration 35Q: 3 clusters Score -833892.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -833901.625000 Penalty: 4403.873047
	Iteration 36Q: 3 clusters Score -833901.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -833905.312500 Penalty: 4403.873047
	Iteration 37Q: 3 clusters Score -833905.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -833908.875000 Penalty: 4403.873047
	Iteration 38Q: 3 clusters Score -833908.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -833910.437500 Penalty: 4403.873047
	Iteration 39Q: 3 clusters Score -833910.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -833911.687500 Penalty: 4403.873047
	Iteration 40F: 3 clusters Score -833911.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -833914.312500 Penalty: 4403.873047
	Iteration 41Q: 3 clusters Score -833914.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -833917.187500 Penalty: 4403.873047
	Iteration 42Q: 3 clusters Score -833917.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -833924.062500 Penalty: 4403.873047
	Iteration 43Q: 3 clusters Score -833924.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -833924.062500 Penalty: 4403.873047
	Iteration 44Q: 3 clusters Score -833924.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -833927.000000 Penalty: 4403.873047
	Iteration 45Q: 3 clusters Score -833927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -833930.875000 Penalty: 4403.873047
	Iteration 46Q: 3 clusters Score -833930.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -833931.625000 Penalty: 4403.873047
	Iteration 47Q: 3 clusters Score -833931.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -833933.062500 Penalty: 4403.873047
	Iteration 48Q: 3 clusters Score -833933.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -833934.125000 Penalty: 4403.873047
	Iteration 49Q: 3 clusters Score -833934.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -833935.250000 Penalty: 4403.873047
	Iteration 50Q: 3 clusters Score -833935.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -833934.312500 Penalty: 4403.873047
	Iteration 51Q: 3 clusters Score -833934.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -833935.062500 Penalty: 4403.873047
	Iteration 52Q: 3 clusters Score -833935.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -833938.625000 Penalty: 4403.873047
	Iteration 53Q: 3 clusters Score -833938.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -833938.562500 Penalty: 4403.873047
	Iteration 54Q: 3 clusters Score -833938.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -833939.875000 Penalty: 4403.873047
	Iteration 55Q: 3 clusters Score -833939.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -833940.750000 Penalty: 4403.873047
	Iteration 56Q: 3 clusters Score -833940.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -833941.375000 Penalty: 4403.873047
	Iteration 57Q: 3 clusters Score -833941.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -833942.750000 Penalty: 4403.873047
	Iteration 58Q: 3 clusters Score -833942.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -833942.750000 Penalty: 4403.873047
	Iteration 59F: 3 clusters Score -833942.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (80683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80683 members 
Entering Unmasked Estep 
Score: -9241519.000000 Penalty: 2801.974365
	Iteration 0F: 2 clusters Score -9241519 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -9187453.000000 Penalty: 5603.948730
	Iteration 0F: 3 clusters Score -9187453 nChanged 37926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -9208554.000000 Penalty: 5603.948730
	Iteration 1F: 3 clusters Score -9208554 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40680 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -9209182.000000 Penalty: 5603.948730
	Iteration 2Q: 3 clusters Score -9209182 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40909 members 
Mstep: Class 2 contains 39774 members 
Entering Unmasked Estep 
Score: -9209679.000000 Penalty: 5603.948730
	Iteration 3Q: 3 clusters Score -9209679 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -9210224.000000 Penalty: 5603.948730
	Iteration 4Q: 3 clusters Score -9210224 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -9210906.000000 Penalty: 5603.948730
	Iteration 5Q: 3 clusters Score -9210906 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 38202 members 
Entering Unmasked Estep 
Score: -9211620.000000 Penalty: 5603.948730
	Iteration 6Q: 3 clusters Score -9211620 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43504 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -9212434.000000 Penalty: 5603.948730
	Iteration 7Q: 3 clusters Score -9212434 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44858 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -9213385.000000 Penalty: 5603.948730
	Iteration 8Q: 3 clusters Score -9213385 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -9214574.000000 Penalty: 5603.948730
	Iteration 9Q: 3 clusters Score -9214574 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48839 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -9215927.000000 Penalty: 5603.948730
	Iteration 10Q: 3 clusters Score -9215927 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51577 members 
Mstep: Class 2 contains 29106 members 
Entering Unmasked Estep 
Score: -9217531.000000 Penalty: 5603.948730
	Iteration 11Q: 3 clusters Score -9217531 nChanged 3965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -9219429.000000 Penalty: 5603.948730
	Iteration 12Q: 3 clusters Score -9219429 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58129 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -9221478.000000 Penalty: 5603.948730
	Iteration 13Q: 3 clusters Score -9221478 nChanged 3800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61685 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -9223751.000000 Penalty: 5603.948730
	Iteration 14Q: 3 clusters Score -9223751 nChanged 3637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65208 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -9226088.000000 Penalty: 5603.948730
	Iteration 15Q: 3 clusters Score -9226088 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68683 members 
Mstep: Class 2 contains 12000 members 
Entering Unmasked Estep 
Score: -9228773.000000 Penalty: 5603.948730
	Iteration 16Q: 3 clusters Score -9228773 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71900 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -9231767.000000 Penalty: 5603.948730
	Iteration 17Q: 3 clusters Score -9231767 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74506 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -9234340.000000 Penalty: 5603.948730
	Iteration 18Q: 3 clusters Score -9234340 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76394 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -9236047.000000 Penalty: 5603.948730
	Iteration 19Q: 3 clusters Score -9236047 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77735 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -9237120.000000 Penalty: 5603.948730
	Iteration 20F: 3 clusters Score -9237120 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78645 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -9237791.000000 Penalty: 5603.948730
	Iteration 21Q: 3 clusters Score -9237791 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79240 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9238282.000000 Penalty: 5603.948730
	Iteration 22Q: 3 clusters Score -9238282 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79623 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -9238538.000000 Penalty: 5603.948730
	Iteration 23Q: 3 clusters Score -9238538 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79877 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -9238722.000000 Penalty: 5603.948730
	Iteration 24Q: 3 clusters Score -9238722 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80020 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9238851.000000 Penalty: 5603.948730
	Iteration 25Q: 3 clusters Score -9238851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80098 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9238920.000000 Penalty: 5603.948730
	Iteration 26Q: 3 clusters Score -9238920 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80153 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9238987.000000 Penalty: 5603.948730
	Iteration 27Q: 3 clusters Score -9238987 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80177 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9239003.000000 Penalty: 5603.948730
	Iteration 28Q: 3 clusters Score -9239003 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80198 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -9239035.000000 Penalty: 5603.948730
	Iteration 29Q: 3 clusters Score -9239035 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80215 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9239049.000000 Penalty: 5603.948730
	Iteration 30Q: 3 clusters Score -9239049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80223 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -9239064.000000 Penalty: 5603.948730
	Iteration 31Q: 3 clusters Score -9239064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80233 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -9239070.000000 Penalty: 5603.948730
	Iteration 32Q: 3 clusters Score -9239070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80240 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -9239075.000000 Penalty: 5603.948730
	Iteration 33Q: 3 clusters Score -9239075 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80242 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9239076.000000 Penalty: 5603.948730
	Iteration 34Q: 3 clusters Score -9239076 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80245 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9239077.000000 Penalty: 5603.948730
	Iteration 35Q: 3 clusters Score -9239077 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80252 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9239081.000000 Penalty: 5603.948730
	Iteration 36Q: 3 clusters Score -9239081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80258 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9239087.000000 Penalty: 5603.948730
	Iteration 37Q: 3 clusters Score -9239087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80261 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9239081.000000 Penalty: 5603.948730
	Iteration 38Q: 3 clusters Score -9239081 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80262 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9239086.000000 Penalty: 5603.948730
	Iteration 39Q: 3 clusters Score -9239086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80263 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -9239092.000000 Penalty: 5603.948730
	Iteration 40F: 3 clusters Score -9239092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Entering Unmasked Estep 
Score: -1569314.875000 Penalty: 2369.093018
	Iteration 0F: 2 clusters Score -1569315 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -1558998.250000 Penalty: 4738.186035
	Iteration 0F: 3 clusters Score -1558998 nChanged 6076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1562279.125000 Penalty: 4738.186035
	Iteration 1F: 3 clusters Score -1562279 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1562688.625000 Penalty: 4738.186035
	Iteration 2F: 3 clusters Score -1562689 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1563015.500000 Penalty: 4738.186035
	Iteration 3F: 3 clusters Score -1563016 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1563294.750000 Penalty: 4738.186035
	Iteration 4Q: 3 clusters Score -1563295 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -1563558.500000 Penalty: 4738.186035
	Iteration 5Q: 3 clusters Score -1563558 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -1563810.625000 Penalty: 4738.186035
	Iteration 6Q: 3 clusters Score -1563811 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1564077.625000 Penalty: 4738.186035
	Iteration 7Q: 3 clusters Score -1564078 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1564314.250000 Penalty: 4738.186035
	Iteration 8Q: 3 clusters Score -1564314 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1564571.875000 Penalty: 4738.186035
	Iteration 9Q: 3 clusters Score -1564572 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1564838.000000 Penalty: 4738.186035
	Iteration 10Q: 3 clusters Score -1564838 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1565083.250000 Penalty: 4738.186035
	Iteration 11Q: 3 clusters Score -1565083 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -1565326.375000 Penalty: 4738.186035
	Iteration 12Q: 3 clusters Score -1565326 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1565572.875000 Penalty: 4738.186035
	Iteration 13Q: 3 clusters Score -1565573 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -1565815.375000 Penalty: 4738.186035
	Iteration 14Q: 3 clusters Score -1565815 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1566028.000000 Penalty: 4738.186035
	Iteration 15Q: 3 clusters Score -1566028 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1566246.625000 Penalty: 4738.186035
	Iteration 16Q: 3 clusters Score -1566247 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -1566449.750000 Penalty: 4738.186035
	Iteration 17Q: 3 clusters Score -1566450 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1566649.875000 Penalty: 4738.186035
	Iteration 18Q: 3 clusters Score -1566650 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12134 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1566804.125000 Penalty: 4738.186035
	Iteration 19Q: 3 clusters Score -1566804 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1566941.000000 Penalty: 4738.186035
	Iteration 20F: 3 clusters Score -1566941 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1567051.375000 Penalty: 4738.186035
	Iteration 21Q: 3 clusters Score -1567051 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12350 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1567150.750000 Penalty: 4738.186035
	Iteration 22Q: 3 clusters Score -1567151 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1567235.250000 Penalty: 4738.186035
	Iteration 23Q: 3 clusters Score -1567235 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1567319.875000 Penalty: 4738.186035
	Iteration 24Q: 3 clusters Score -1567320 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1567421.250000 Penalty: 4738.186035
	Iteration 25Q: 3 clusters Score -1567421 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1567513.375000 Penalty: 4738.186035
	Iteration 26Q: 3 clusters Score -1567513 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1567599.625000 Penalty: 4738.186035
	Iteration 27Q: 3 clusters Score -1567600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1567680.875000 Penalty: 4738.186035
	Iteration 28Q: 3 clusters Score -1567681 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1567748.500000 Penalty: 4738.186035
	Iteration 29Q: 3 clusters Score -1567748 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12439 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1567793.125000 Penalty: 4738.186035
	Iteration 30Q: 3 clusters Score -1567793 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1567825.000000 Penalty: 4738.186035
	Iteration 31Q: 3 clusters Score -1567825 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -1567861.125000 Penalty: 4738.186035
	Iteration 32Q: 3 clusters Score -1567861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1567880.625000 Penalty: 4738.186035
	Iteration 33Q: 3 clusters Score -1567881 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1567909.500000 Penalty: 4738.186035
	Iteration 34Q: 3 clusters Score -1567910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1567937.250000 Penalty: 4738.186035
	Iteration 35Q: 3 clusters Score -1567937 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12168 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1567954.750000 Penalty: 4738.186035
	Iteration 36Q: 3 clusters Score -1567955 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1567971.625000 Penalty: 4738.186035
	Iteration 37Q: 3 clusters Score -1567972 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1567990.375000 Penalty: 4738.186035
	Iteration 38Q: 3 clusters Score -1567990 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -1568004.250000 Penalty: 4738.186035
	Iteration 39Q: 3 clusters Score -1568004 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1568017.625000 Penalty: 4738.186035
	Iteration 40F: 3 clusters Score -1568018 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1568031.875000 Penalty: 4738.186035
	Iteration 41Q: 3 clusters Score -1568032 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11948 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1568044.750000 Penalty: 4738.186035
	Iteration 42Q: 3 clusters Score -1568045 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1568053.125000 Penalty: 4738.186035
	Iteration 43Q: 3 clusters Score -1568053 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1568065.875000 Penalty: 4738.186035
	Iteration 44Q: 3 clusters Score -1568066 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1568072.250000 Penalty: 4738.186035
	Iteration 45Q: 3 clusters Score -1568072 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1568080.000000 Penalty: 4738.186035
	Iteration 46Q: 3 clusters Score -1568080 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1568079.750000 Penalty: 4738.186035
	Iteration 47Q: 3 clusters Score -1568080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1568085.625000 Penalty: 4738.186035
	Iteration 48Q: 3 clusters Score -1568086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1568089.625000 Penalty: 4738.186035
	Iteration 49Q: 3 clusters Score -1568090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -1568093.375000 Penalty: 4738.186035
	Iteration 50Q: 3 clusters Score -1568093 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11799 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1568102.000000 Penalty: 4738.186035
	Iteration 51Q: 3 clusters Score -1568102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11789 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1568101.125000 Penalty: 4738.186035
	Iteration 52Q: 3 clusters Score -1568101 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1568103.125000 Penalty: 4738.186035
	Iteration 53Q: 3 clusters Score -1568103 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1568102.000000 Penalty: 4738.186035
	Iteration 54Q: 3 clusters Score -1568102 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1568105.750000 Penalty: 4738.186035
	Iteration 55Q: 3 clusters Score -1568106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1568106.875000 Penalty: 4738.186035
	Iteration 56Q: 3 clusters Score -1568107 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11745 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1568111.750000 Penalty: 4738.186035
	Iteration 57Q: 3 clusters Score -1568112 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1568111.750000 Penalty: 4738.186035
	Iteration 58Q: 3 clusters Score -1568112 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1568111.125000 Penalty: 4738.186035
	Iteration 59Q: 3 clusters Score -1568111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -1568111.875000 Penalty: 4738.186035
	Iteration 60F: 3 clusters Score -1568112 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1568116.250000 Penalty: 4738.186035
	Iteration 61Q: 3 clusters Score -1568116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1568117.000000 Penalty: 4738.186035
	Iteration 62Q: 3 clusters Score -1568117 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -1568119.500000 Penalty: 4738.186035
	Iteration 63Q: 3 clusters Score -1568120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -1568124.250000 Penalty: 4738.186035
	Iteration 64Q: 3 clusters Score -1568124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11690 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1568127.125000 Penalty: 4738.186035
	Iteration 65Q: 3 clusters Score -1568127 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1568129.000000 Penalty: 4738.186035
	Iteration 66Q: 3 clusters Score -1568129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1568132.000000 Penalty: 4738.186035
	Iteration 67Q: 3 clusters Score -1568132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1568132.000000 Penalty: 4738.186035
	Iteration 68Q: 3 clusters Score -1568132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11657 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1568138.125000 Penalty: 4738.186035
	Iteration 69Q: 3 clusters Score -1568138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1568138.500000 Penalty: 4738.186035
	Iteration 70Q: 3 clusters Score -1568138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1568137.875000 Penalty: 4738.186035
	Iteration 71Q: 3 clusters Score -1568138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1568137.875000 Penalty: 4738.186035
	Iteration 72Q: 3 clusters Score -1568138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1568137.500000 Penalty: 4738.186035
	Iteration 73Q: 3 clusters Score -1568138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1568137.625000 Penalty: 4738.186035
	Iteration 74Q: 3 clusters Score -1568138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -1568136.125000 Penalty: 4738.186035
	Iteration 75Q: 3 clusters Score -1568136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1568136.125000 Penalty: 4738.186035
	Iteration 76Q: 3 clusters Score -1568136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1568135.875000 Penalty: 4738.186035
	Iteration 77Q: 3 clusters Score -1568136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11633 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -1568135.000000 Penalty: 4738.186035
	Iteration 78Q: 3 clusters Score -1568135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1568138.000000 Penalty: 4738.186035
	Iteration 79Q: 3 clusters Score -1568138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1568135.500000 Penalty: 4738.186035
	Iteration 80F: 3 clusters Score -1568136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -1568138.750000 Penalty: 4738.186035
	Iteration 81Q: 3 clusters Score -1568139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11612 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1568141.375000 Penalty: 4738.186035
	Iteration 82Q: 3 clusters Score -1568141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1568145.125000 Penalty: 4738.186035
	Iteration 83Q: 3 clusters Score -1568145 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1568148.750000 Penalty: 4738.186035
	Iteration 84Q: 3 clusters Score -1568149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11587 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1568149.625000 Penalty: 4738.186035
	Iteration 85Q: 3 clusters Score -1568150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1568147.875000 Penalty: 4738.186035
	Iteration 86Q: 3 clusters Score -1568148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1568144.625000 Penalty: 4738.186035
	Iteration 87Q: 3 clusters Score -1568145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1568148.500000 Penalty: 4738.186035
	Iteration 88Q: 3 clusters Score -1568148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1568149.875000 Penalty: 4738.186035
	Iteration 89Q: 3 clusters Score -1568150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1568148.500000 Penalty: 4738.186035
	Iteration 90Q: 3 clusters Score -1568148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -1568145.875000 Penalty: 4738.186035
	Iteration 91Q: 3 clusters Score -1568146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1568149.500000 Penalty: 4738.186035
	Iteration 92Q: 3 clusters Score -1568150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1568154.500000 Penalty: 4738.186035
	Iteration 93Q: 3 clusters Score -1568154 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1568154.375000 Penalty: 4738.186035
	Iteration 94Q: 3 clusters Score -1568154 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -1568155.375000 Penalty: 4738.186035
	Iteration 95Q: 3 clusters Score -1568155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -1568156.875000 Penalty: 4738.186035
	Iteration 96Q: 3 clusters Score -1568157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -1568159.250000 Penalty: 4738.186035
	Iteration 97Q: 3 clusters Score -1568159 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1568158.000000 Penalty: 4738.186035
	Iteration 98Q: 3 clusters Score -1568158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1568159.625000 Penalty: 4738.186035
	Iteration 99Q: 3 clusters Score -1568160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1568161.500000 Penalty: 4738.186035
	Iteration 100F: 3 clusters Score -1568162 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (41124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Entering Unmasked Estep 
Score: -4911048.000000 Penalty: 2634.837891
	Iteration 0F: 2 clusters Score -4911048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -4883197.000000 Penalty: 5269.675781
	Iteration 0F: 3 clusters Score -4883197 nChanged 18808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 19778 members 
Entering Unmasked Estep 
Score: -4893530.000000 Penalty: 5269.675781
	Iteration 1F: 3 clusters Score -4893530 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4894145.500000 Penalty: 5269.675781
	Iteration 2Q: 3 clusters Score -4894146 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -4894779.500000 Penalty: 5269.675781
	Iteration 3Q: 3 clusters Score -4894780 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23342 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -4895541.500000 Penalty: 5269.675781
	Iteration 4Q: 3 clusters Score -4895542 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -4896542.500000 Penalty: 5269.675781
	Iteration 5Q: 3 clusters Score -4896542 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -4897818.500000 Penalty: 5269.675781
	Iteration 6F: 3 clusters Score -4897818 nChanged 2439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -4899435.000000 Penalty: 5269.675781
	Iteration 7F: 3 clusters Score -4899435 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -4901274.500000 Penalty: 5269.675781
	Iteration 8F: 3 clusters Score -4901274 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -4903154.500000 Penalty: 5269.675781
	Iteration 9F: 3 clusters Score -4903154 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34607 members 
Mstep: Class 2 contains 6517 members 
Entering Unmasked Estep 
Score: -4904856.000000 Penalty: 5269.675781
	Iteration 10F: 3 clusters Score -4904856 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36108 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -4906095.500000 Penalty: 5269.675781
	Iteration 11Q: 3 clusters Score -4906096 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37177 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -4907010.000000 Penalty: 5269.675781
	Iteration 12Q: 3 clusters Score -4907010 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -4907546.000000 Penalty: 5269.675781
	Iteration 13Q: 3 clusters Score -4907546 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -4907872.500000 Penalty: 5269.675781
	Iteration 14Q: 3 clusters Score -4907872 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38775 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -4908102.500000 Penalty: 5269.675781
	Iteration 15Q: 3 clusters Score -4908102 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39051 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4908244.000000 Penalty: 5269.675781
	Iteration 16Q: 3 clusters Score -4908244 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39258 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -4908326.500000 Penalty: 5269.675781
	Iteration 17Q: 3 clusters Score -4908326 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39425 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4908420.500000 Penalty: 5269.675781
	Iteration 18Q: 3 clusters Score -4908420 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -4908490.000000 Penalty: 5269.675781
	Iteration 19Q: 3 clusters Score -4908490 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39681 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -4908531.000000 Penalty: 5269.675781
	Iteration 20F: 3 clusters Score -4908531 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39769 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4908578.000000 Penalty: 5269.675781
	Iteration 21Q: 3 clusters Score -4908578 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39845 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -4908624.000000 Penalty: 5269.675781
	Iteration 22Q: 3 clusters Score -4908624 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39915 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -4908646.500000 Penalty: 5269.675781
	Iteration 23Q: 3 clusters Score -4908646 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39978 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -4908691.500000 Penalty: 5269.675781
	Iteration 24Q: 3 clusters Score -4908692 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -4908706.500000 Penalty: 5269.675781
	Iteration 25Q: 3 clusters Score -4908706 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40067 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -4908734.500000 Penalty: 5269.675781
	Iteration 26Q: 3 clusters Score -4908734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40112 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -4908758.000000 Penalty: 5269.675781
	Iteration 27Q: 3 clusters Score -4908758 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -4908771.000000 Penalty: 5269.675781
	Iteration 28Q: 3 clusters Score -4908771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40175 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -4908785.000000 Penalty: 5269.675781
	Iteration 29Q: 3 clusters Score -4908785 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40196 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -4908810.500000 Penalty: 5269.675781
	Iteration 30Q: 3 clusters Score -4908810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40227 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -4908811.000000 Penalty: 5269.675781
	Iteration 31Q: 3 clusters Score -4908811 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4908828.500000 Penalty: 5269.675781
	Iteration 32Q: 3 clusters Score -4908828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -4908838.500000 Penalty: 5269.675781
	Iteration 33Q: 3 clusters Score -4908838 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40275 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -4908841.500000 Penalty: 5269.675781
	Iteration 34Q: 3 clusters Score -4908842 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -4908847.500000 Penalty: 5269.675781
	Iteration 35Q: 3 clusters Score -4908848 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40285 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -4908851.000000 Penalty: 5269.675781
	Iteration 36Q: 3 clusters Score -4908851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4908848.000000 Penalty: 5269.675781
	Iteration 37Q: 3 clusters Score -4908848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40299 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -4908853.000000 Penalty: 5269.675781
	Iteration 38Q: 3 clusters Score -4908853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4908859.500000 Penalty: 5269.675781
	Iteration 39Q: 3 clusters Score -4908860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -4908862.500000 Penalty: 5269.675781
	Iteration 40F: 3 clusters Score -4908862 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -4908871.000000 Penalty: 5269.675781
	Iteration 41Q: 3 clusters Score -4908871 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -4908876.500000 Penalty: 5269.675781
	Iteration 42Q: 3 clusters Score -4908876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40349 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -4908881.500000 Penalty: 5269.675781
	Iteration 43Q: 3 clusters Score -4908882 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -4908880.500000 Penalty: 5269.675781
	Iteration 44Q: 3 clusters Score -4908880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -4908880.000000 Penalty: 5269.675781
	Iteration 45Q: 3 clusters Score -4908880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -4908884.500000 Penalty: 5269.675781
	Iteration 46Q: 3 clusters Score -4908884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4908880.500000 Penalty: 5269.675781
	Iteration 47Q: 3 clusters Score -4908880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -4908880.500000 Penalty: 5269.675781
	Iteration 48F: 3 clusters Score -4908880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34499 members 
Entering Unmasked Estep 
Score: -3862033.250000 Penalty: 2591.273926
	Iteration 0F: 2 clusters Score -3862033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3838536.750000 Penalty: 5182.547852
	Iteration 0F: 3 clusters Score -3838537 nChanged 15689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -3847053.500000 Penalty: 5182.547852
	Iteration 1F: 3 clusters Score -3847054 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19043 members 
Mstep: Class 2 contains 15456 members 
Entering Unmasked Estep 
Score: -3847729.250000 Penalty: 5182.547852
	Iteration 2F: 3 clusters Score -3847729 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3848464.750000 Penalty: 5182.547852
	Iteration 3Q: 3 clusters Score -3848465 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -3849314.250000 Penalty: 5182.547852
	Iteration 4F: 3 clusters Score -3849314 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -3850480.250000 Penalty: 5182.547852
	Iteration 5F: 3 clusters Score -3850480 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 9580 members 
Entering Unmasked Estep 
Score: -3852083.500000 Penalty: 5182.547852
	Iteration 6F: 3 clusters Score -3852084 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -3854138.250000 Penalty: 5182.547852
	Iteration 7F: 3 clusters Score -3854138 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -3856210.000000 Penalty: 5182.547852
	Iteration 8F: 3 clusters Score -3856210 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31043 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -3857777.750000 Penalty: 5182.547852
	Iteration 9Q: 3 clusters Score -3857778 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -3858802.000000 Penalty: 5182.547852
	Iteration 10Q: 3 clusters Score -3858802 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32570 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3859360.750000 Penalty: 5182.547852
	Iteration 11Q: 3 clusters Score -3859361 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3859640.250000 Penalty: 5182.547852
	Iteration 12Q: 3 clusters Score -3859640 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33034 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -3859835.000000 Penalty: 5182.547852
	Iteration 13Q: 3 clusters Score -3859835 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -3859985.750000 Penalty: 5182.547852
	Iteration 14Q: 3 clusters Score -3859986 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33253 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -3860070.500000 Penalty: 5182.547852
	Iteration 15Q: 3 clusters Score -3860070 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -3860129.000000 Penalty: 5182.547852
	Iteration 16Q: 3 clusters Score -3860129 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -3860173.000000 Penalty: 5182.547852
	Iteration 17Q: 3 clusters Score -3860173 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33385 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -3860195.750000 Penalty: 5182.547852
	Iteration 18Q: 3 clusters Score -3860196 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33404 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -3860224.000000 Penalty: 5182.547852
	Iteration 19Q: 3 clusters Score -3860224 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33428 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -3860248.250000 Penalty: 5182.547852
	Iteration 20F: 3 clusters Score -3860248 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33446 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3860271.750000 Penalty: 5182.547852
	Iteration 21Q: 3 clusters Score -3860272 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33468 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -3860279.750000 Penalty: 5182.547852
	Iteration 22Q: 3 clusters Score -3860280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33476 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -3860307.250000 Penalty: 5182.547852
	Iteration 23Q: 3 clusters Score -3860307 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33489 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -3860324.500000 Penalty: 5182.547852
	Iteration 24Q: 3 clusters Score -3860324 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -3860359.250000 Penalty: 5182.547852
	Iteration 25Q: 3 clusters Score -3860359 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33526 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3860400.000000 Penalty: 5182.547852
	Iteration 26Q: 3 clusters Score -3860400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33542 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3860441.750000 Penalty: 5182.547852
	Iteration 27Q: 3 clusters Score -3860442 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33560 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -3860480.250000 Penalty: 5182.547852
	Iteration 28Q: 3 clusters Score -3860480 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33557 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3860520.000000 Penalty: 5182.547852
	Iteration 29Q: 3 clusters Score -3860520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33556 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3860553.500000 Penalty: 5182.547852
	Iteration 30Q: 3 clusters Score -3860554 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3860595.000000 Penalty: 5182.547852
	Iteration 31Q: 3 clusters Score -3860595 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3860620.500000 Penalty: 5182.547852
	Iteration 32Q: 3 clusters Score -3860620 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -3860641.000000 Penalty: 5182.547852
	Iteration 33Q: 3 clusters Score -3860641 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -3860653.750000 Penalty: 5182.547852
	Iteration 34Q: 3 clusters Score -3860654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33554 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -3860664.250000 Penalty: 5182.547852
	Iteration 35Q: 3 clusters Score -3860664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33541 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -3860667.750000 Penalty: 5182.547852
	Iteration 36Q: 3 clusters Score -3860668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33532 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3860665.500000 Penalty: 5182.547852
	Iteration 37Q: 3 clusters Score -3860666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33529 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -3860671.250000 Penalty: 5182.547852
	Iteration 38Q: 3 clusters Score -3860671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -3860672.500000 Penalty: 5182.547852
	Iteration 39Q: 3 clusters Score -3860672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33522 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -3860679.750000 Penalty: 5182.547852
	Iteration 40F: 3 clusters Score -3860680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33520 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -3860686.750000 Penalty: 5182.547852
	Iteration 41Q: 3 clusters Score -3860687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3860685.750000 Penalty: 5182.547852
	Iteration 42Q: 3 clusters Score -3860686 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33518 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -3860681.000000 Penalty: 5182.547852
	Iteration 43Q: 3 clusters Score -3860681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33516 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3860682.000000 Penalty: 5182.547852
	Iteration 44Q: 3 clusters Score -3860682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3860684.250000 Penalty: 5182.547852
	Iteration 45Q: 3 clusters Score -3860684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33515 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3860683.500000 Penalty: 5182.547852
	Iteration 46Q: 3 clusters Score -3860684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33514 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -3860685.750000 Penalty: 5182.547852
	Iteration 47Q: 3 clusters Score -3860686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -3860694.250000 Penalty: 5182.547852
	Iteration 48Q: 3 clusters Score -3860694 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -3860696.750000 Penalty: 5182.547852
	Iteration 49Q: 3 clusters Score -3860697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33496 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3860703.750000 Penalty: 5182.547852
	Iteration 50Q: 3 clusters Score -3860704 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33493 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3860700.000000 Penalty: 5182.547852
	Iteration 51Q: 3 clusters Score -3860700 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33492 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3860709.000000 Penalty: 5182.547852
	Iteration 52Q: 3 clusters Score -3860709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33490 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -3860709.000000 Penalty: 5182.547852
	Iteration 53Q: 3 clusters Score -3860709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33487 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3860711.000000 Penalty: 5182.547852
	Iteration 54Q: 3 clusters Score -3860711 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33484 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3860711.750000 Penalty: 5182.547852
	Iteration 55Q: 3 clusters Score -3860712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33480 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -3860719.500000 Penalty: 5182.547852
	Iteration 56Q: 3 clusters Score -3860720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33477 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -3860722.000000 Penalty: 5182.547852
	Iteration 57Q: 3 clusters Score -3860722 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3860716.000000 Penalty: 5182.547852
	Iteration 58Q: 3 clusters Score -3860716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3860720.000000 Penalty: 5182.547852
	Iteration 59Q: 3 clusters Score -3860720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33473 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -3860720.500000 Penalty: 5182.547852
	Iteration 60F: 3 clusters Score -3860720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3860720.000000 Penalty: 5182.547852
	Iteration 61Q: 3 clusters Score -3860720 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -3860720.000000 Penalty: 5182.547852
	Iteration 62F: 3 clusters Score -3860720 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (27984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Entering Unmasked Estep 
Score: -3323437.750000 Penalty: 2539.368408
	Iteration 0F: 2 clusters Score -3323438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14098 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -3304318.500000 Penalty: 5078.736816
	Iteration 0F: 3 clusters Score -3304318 nChanged 12557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 13523 members 
Entering Unmasked Estep 
Score: -3311090.250000 Penalty: 5078.736816
	Iteration 1F: 3 clusters Score -3311090 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -3311499.000000 Penalty: 5078.736816
	Iteration 2Q: 3 clusters Score -3311499 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 12877 members 
Entering Unmasked Estep 
Score: -3311855.500000 Penalty: 5078.736816
	Iteration 3Q: 3 clusters Score -3311856 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3312241.750000 Penalty: 5078.736816
	Iteration 4Q: 3 clusters Score -3312242 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -3312729.500000 Penalty: 5078.736816
	Iteration 5Q: 3 clusters Score -3312730 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -3313390.500000 Penalty: 5078.736816
	Iteration 6Q: 3 clusters Score -3313390 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -3314339.750000 Penalty: 5078.736816
	Iteration 7F: 3 clusters Score -3314340 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3315590.000000 Penalty: 5078.736816
	Iteration 8F: 3 clusters Score -3315590 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3317077.000000 Penalty: 5078.736816
	Iteration 9F: 3 clusters Score -3317077 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -3318499.000000 Penalty: 5078.736816
	Iteration 10F: 3 clusters Score -3318499 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -3319497.250000 Penalty: 5078.736816
	Iteration 11Q: 3 clusters Score -3319497 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3320068.500000 Penalty: 5078.736816
	Iteration 12Q: 3 clusters Score -3320068 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -3320380.750000 Penalty: 5078.736816
	Iteration 13Q: 3 clusters Score -3320381 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25511 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -3320562.000000 Penalty: 5078.736816
	Iteration 14Q: 3 clusters Score -3320562 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25741 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3320699.500000 Penalty: 5078.736816
	Iteration 15Q: 3 clusters Score -3320700 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25919 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3320791.500000 Penalty: 5078.736816
	Iteration 16Q: 3 clusters Score -3320792 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -3320865.000000 Penalty: 5078.736816
	Iteration 17Q: 3 clusters Score -3320865 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -3320918.250000 Penalty: 5078.736816
	Iteration 18Q: 3 clusters Score -3320918 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3320955.750000 Penalty: 5078.736816
	Iteration 19Q: 3 clusters Score -3320956 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3321003.250000 Penalty: 5078.736816
	Iteration 20F: 3 clusters Score -3321003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3321039.250000 Penalty: 5078.736816
	Iteration 21Q: 3 clusters Score -3321039 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -3321061.250000 Penalty: 5078.736816
	Iteration 22Q: 3 clusters Score -3321061 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -3321085.750000 Penalty: 5078.736816
	Iteration 23Q: 3 clusters Score -3321086 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -3321106.000000 Penalty: 5078.736816
	Iteration 24Q: 3 clusters Score -3321106 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3321130.000000 Penalty: 5078.736816
	Iteration 25Q: 3 clusters Score -3321130 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -3321144.750000 Penalty: 5078.736816
	Iteration 26Q: 3 clusters Score -3321145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -3321148.500000 Penalty: 5078.736816
	Iteration 27Q: 3 clusters Score -3321148 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -3321159.250000 Penalty: 5078.736816
	Iteration 28Q: 3 clusters Score -3321159 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -3321160.250000 Penalty: 5078.736816
	Iteration 29Q: 3 clusters Score -3321160 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26821 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3321173.250000 Penalty: 5078.736816
	Iteration 30Q: 3 clusters Score -3321173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -3321182.250000 Penalty: 5078.736816
	Iteration 31Q: 3 clusters Score -3321182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3321190.250000 Penalty: 5078.736816
	Iteration 32Q: 3 clusters Score -3321190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26857 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -3321196.000000 Penalty: 5078.736816
	Iteration 33Q: 3 clusters Score -3321196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -3321198.500000 Penalty: 5078.736816
	Iteration 34Q: 3 clusters Score -3321198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -3321199.000000 Penalty: 5078.736816
	Iteration 35Q: 3 clusters Score -3321199 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -3321204.500000 Penalty: 5078.736816
	Iteration 36Q: 3 clusters Score -3321204 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26887 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3321205.750000 Penalty: 5078.736816
	Iteration 37Q: 3 clusters Score -3321206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26888 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -3321204.250000 Penalty: 5078.736816
	Iteration 38Q: 3 clusters Score -3321204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26890 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3321203.000000 Penalty: 5078.736816
	Iteration 39Q: 3 clusters Score -3321203 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -3321206.750000 Penalty: 5078.736816
	Iteration 40F: 3 clusters Score -3321207 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -3321208.750000 Penalty: 5078.736816
	Iteration 41Q: 3 clusters Score -3321209 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26893 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3321211.000000 Penalty: 5078.736816
	Iteration 42Q: 3 clusters Score -3321211 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -3321212.250000 Penalty: 5078.736816
	Iteration 43Q: 3 clusters Score -3321212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26899 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -3321214.750000 Penalty: 5078.736816
	Iteration 44Q: 3 clusters Score -3321215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3321214.000000 Penalty: 5078.736816
	Iteration 45Q: 3 clusters Score -3321214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26904 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -3321213.500000 Penalty: 5078.736816
	Iteration 46Q: 3 clusters Score -3321214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -3321216.000000 Penalty: 5078.736816
	Iteration 47Q: 3 clusters Score -3321216 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3321219.000000 Penalty: 5078.736816
	Iteration 48Q: 3 clusters Score -3321219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -3321219.750000 Penalty: 5078.736816
	Iteration 49Q: 3 clusters Score -3321220 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -3321222.000000 Penalty: 5078.736816
	Iteration 50Q: 3 clusters Score -3321222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -3321225.250000 Penalty: 5078.736816
	Iteration 51Q: 3 clusters Score -3321225 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -3321226.000000 Penalty: 5078.736816
	Iteration 52Q: 3 clusters Score -3321226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -3321224.000000 Penalty: 5078.736816
	Iteration 53Q: 3 clusters Score -3321224 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -3321221.250000 Penalty: 5078.736816
	Iteration 54Q: 3 clusters Score -3321221 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -3321222.750000 Penalty: 5078.736816
	Iteration 55Q: 3 clusters Score -3321223 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26946 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -3321225.750000 Penalty: 5078.736816
	Iteration 56Q: 3 clusters Score -3321226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -3321226.250000 Penalty: 5078.736816
	Iteration 57Q: 3 clusters Score -3321226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26955 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -3321228.250000 Penalty: 5078.736816
	Iteration 58Q: 3 clusters Score -3321228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -3321235.000000 Penalty: 5078.736816
	Iteration 59Q: 3 clusters Score -3321235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -3321238.000000 Penalty: 5078.736816
	Iteration 60F: 3 clusters Score -3321238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26972 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -3321239.000000 Penalty: 5078.736816
	Iteration 61Q: 3 clusters Score -3321239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26977 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3321242.750000 Penalty: 5078.736816
	Iteration 62Q: 3 clusters Score -3321243 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -3321241.250000 Penalty: 5078.736816
	Iteration 63Q: 3 clusters Score -3321241 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3321240.250000 Penalty: 5078.736816
	Iteration 64Q: 3 clusters Score -3321240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26981 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -3321240.250000 Penalty: 5078.736816
	Iteration 65F: 3 clusters Score -3321240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Entering Unmasked Estep 
Score: -406723.843750 Penalty: 2029.759521
	Iteration 0F: 2 clusters Score -406723.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -403088.281250 Penalty: 4059.519043
	Iteration 0F: 3 clusters Score -403088.3 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -403880.781250 Penalty: 4059.519043
	Iteration 1F: 3 clusters Score -403880.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -404029.343750 Penalty: 4059.519043
	Iteration 2F: 3 clusters Score -404029.3 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -404108.562500 Penalty: 4059.519043
	Iteration 3Q: 3 clusters Score -404108.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -404167.875000 Penalty: 4059.519043
	Iteration 4Q: 3 clusters Score -404167.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -404213.687500 Penalty: 4059.519043
	Iteration 5Q: 3 clusters Score -404213.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -404254.968750 Penalty: 4059.519043
	Iteration 6Q: 3 clusters Score -404255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -404282.687500 Penalty: 4059.519043
	Iteration 7Q: 3 clusters Score -404282.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -404309.031250 Penalty: 4059.519043
	Iteration 8Q: 3 clusters Score -404309 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -404334.437500 Penalty: 4059.519043
	Iteration 9Q: 3 clusters Score -404334.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -404355.656250 Penalty: 4059.519043
	Iteration 10Q: 3 clusters Score -404355.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -404371.531250 Penalty: 4059.519043
	Iteration 11Q: 3 clusters Score -404371.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -404389.031250 Penalty: 4059.519043
	Iteration 12Q: 3 clusters Score -404389 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -404403.156250 Penalty: 4059.519043
	Iteration 13Q: 3 clusters Score -404403.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -404415.312500 Penalty: 4059.519043
	Iteration 14Q: 3 clusters Score -404415.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -404429.406250 Penalty: 4059.519043
	Iteration 15Q: 3 clusters Score -404429.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -404436.375000 Penalty: 4059.519043
	Iteration 16Q: 3 clusters Score -404436.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -404442.093750 Penalty: 4059.519043
	Iteration 17Q: 3 clusters Score -404442.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -404445.343750 Penalty: 4059.519043
	Iteration 18Q: 3 clusters Score -404445.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -404448.250000 Penalty: 4059.519043
	Iteration 19Q: 3 clusters Score -404448.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -404450.062500 Penalty: 4059.519043
	Iteration 20F: 3 clusters Score -404450.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -404453.125000 Penalty: 4059.519043
	Iteration 21Q: 3 clusters Score -404453.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -404454.781250 Penalty: 4059.519043
	Iteration 22Q: 3 clusters Score -404454.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -404458.406250 Penalty: 4059.519043
	Iteration 23Q: 3 clusters Score -404458.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -404461.906250 Penalty: 4059.519043
	Iteration 24Q: 3 clusters Score -404461.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -404464.156250 Penalty: 4059.519043
	Iteration 25Q: 3 clusters Score -404464.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -404468.125000 Penalty: 4059.519043
	Iteration 26Q: 3 clusters Score -404468.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -404470.781250 Penalty: 4059.519043
	Iteration 27Q: 3 clusters Score -404470.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -404472.531250 Penalty: 4059.519043
	Iteration 28Q: 3 clusters Score -404472.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -404472.843750 Penalty: 4059.519043
	Iteration 29Q: 3 clusters Score -404472.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -404473.656250 Penalty: 4059.519043
	Iteration 30Q: 3 clusters Score -404473.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -404474.500000 Penalty: 4059.519043
	Iteration 31Q: 3 clusters Score -404474.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -404474.593750 Penalty: 4059.519043
	Iteration 32Q: 3 clusters Score -404474.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -404474.593750 Penalty: 4059.519043
	Iteration 33F: 3 clusters Score -404474.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Entering Unmasked Estep 
Score: -880357.937500 Penalty: 2253.558594
	Iteration 0F: 2 clusters Score -880357.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -873462.062500 Penalty: 4507.117188
	Iteration 0F: 3 clusters Score -873462.1 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -875407.000000 Penalty: 4507.117188
	Iteration 1F: 3 clusters Score -875407 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -875748.437500 Penalty: 4507.117188
	Iteration 2F: 3 clusters Score -875748.4 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 4081 members 
Entering Unmasked Estep 
Score: -876082.375000 Penalty: 4507.117188
	Iteration 3F: 3 clusters Score -876082.4 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -876481.812500 Penalty: 4507.117188
	Iteration 4F: 3 clusters Score -876481.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -876953.062500 Penalty: 4507.117188
	Iteration 5F: 3 clusters Score -876953.1 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -877466.812500 Penalty: 4507.117188
	Iteration 6F: 3 clusters Score -877466.8 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -877926.125000 Penalty: 4507.117188
	Iteration 7F: 3 clusters Score -877926.1 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -878283.437500 Penalty: 4507.117188
	Iteration 8F: 3 clusters Score -878283.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -878547.625000 Penalty: 4507.117188
	Iteration 9Q: 3 clusters Score -878547.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -878710.687500 Penalty: 4507.117188
	Iteration 10Q: 3 clusters Score -878710.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -878804.687500 Penalty: 4507.117188
	Iteration 11Q: 3 clusters Score -878804.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -878865.812500 Penalty: 4507.117188
	Iteration 12Q: 3 clusters Score -878865.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -878904.375000 Penalty: 4507.117188
	Iteration 13Q: 3 clusters Score -878904.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -878931.812500 Penalty: 4507.117188
	Iteration 14Q: 3 clusters Score -878931.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -878946.625000 Penalty: 4507.117188
	Iteration 15Q: 3 clusters Score -878946.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -878956.125000 Penalty: 4507.117188
	Iteration 16Q: 3 clusters Score -878956.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -878966.125000 Penalty: 4507.117188
	Iteration 17Q: 3 clusters Score -878966.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -878973.687500 Penalty: 4507.117188
	Iteration 18Q: 3 clusters Score -878973.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -878982.562500 Penalty: 4507.117188
	Iteration 19Q: 3 clusters Score -878982.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -878989.250000 Penalty: 4507.117188
	Iteration 20F: 3 clusters Score -878989.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -878995.250000 Penalty: 4507.117188
	Iteration 21Q: 3 clusters Score -878995.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -879004.875000 Penalty: 4507.117188
	Iteration 22Q: 3 clusters Score -879004.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -879011.437500 Penalty: 4507.117188
	Iteration 23Q: 3 clusters Score -879011.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -879014.812500 Penalty: 4507.117188
	Iteration 24Q: 3 clusters Score -879014.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -879021.187500 Penalty: 4507.117188
	Iteration 25Q: 3 clusters Score -879021.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -879023.000000 Penalty: 4507.117188
	Iteration 26Q: 3 clusters Score -879023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -879028.750000 Penalty: 4507.117188
	Iteration 27Q: 3 clusters Score -879028.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -879028.062500 Penalty: 4507.117188
	Iteration 28Q: 3 clusters Score -879028.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -879030.687500 Penalty: 4507.117188
	Iteration 29Q: 3 clusters Score -879030.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -879032.000000 Penalty: 4507.117188
	Iteration 30Q: 3 clusters Score -879032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -879035.000000 Penalty: 4507.117188
	Iteration 31Q: 3 clusters Score -879035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -879036.062500 Penalty: 4507.117188
	Iteration 32Q: 3 clusters Score -879036.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -879039.312500 Penalty: 4507.117188
	Iteration 33Q: 3 clusters Score -879039.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -879042.187500 Penalty: 4507.117188
	Iteration 34Q: 3 clusters Score -879042.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -879043.250000 Penalty: 4507.117188
	Iteration 35Q: 3 clusters Score -879043.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -879043.687500 Penalty: 4507.117188
	Iteration 36Q: 3 clusters Score -879043.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -879043.687500 Penalty: 4507.117188
	Iteration 37F: 3 clusters Score -879043.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13414 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13414 members 
Entering Unmasked Estep 
Score: -1600621.125000 Penalty: 2357.005371
	Iteration 0F: 2 clusters Score -1600621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -1590808.875000 Penalty: 4714.010742
	Iteration 0F: 3 clusters Score -1590809 nChanged 5715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1593887.000000 Penalty: 4714.010742
	Iteration 1F: 3 clusters Score -1593887 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1594190.625000 Penalty: 4714.010742
	Iteration 2F: 3 clusters Score -1594191 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 7229 members 
Entering Unmasked Estep 
Score: -1594428.000000 Penalty: 4714.010742
	Iteration 3Q: 3 clusters Score -1594428 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1594665.125000 Penalty: 4714.010742
	Iteration 4Q: 3 clusters Score -1594665 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1594935.250000 Penalty: 4714.010742
	Iteration 5Q: 3 clusters Score -1594935 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1595263.250000 Penalty: 4714.010742
	Iteration 6Q: 3 clusters Score -1595263 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -1595628.250000 Penalty: 4714.010742
	Iteration 7Q: 3 clusters Score -1595628 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -1596048.000000 Penalty: 4714.010742
	Iteration 8Q: 3 clusters Score -1596048 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1596479.875000 Penalty: 4714.010742
	Iteration 9Q: 3 clusters Score -1596480 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -1596938.125000 Penalty: 4714.010742
	Iteration 10Q: 3 clusters Score -1596938 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -1597370.125000 Penalty: 4714.010742
	Iteration 11Q: 3 clusters Score -1597370 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1597786.625000 Penalty: 4714.010742
	Iteration 12Q: 3 clusters Score -1597787 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1598092.875000 Penalty: 4714.010742
	Iteration 13Q: 3 clusters Score -1598093 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1598281.375000 Penalty: 4714.010742
	Iteration 14Q: 3 clusters Score -1598281 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -1598423.875000 Penalty: 4714.010742
	Iteration 15Q: 3 clusters Score -1598424 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -1598521.500000 Penalty: 4714.010742
	Iteration 16Q: 3 clusters Score -1598522 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -1598572.500000 Penalty: 4714.010742
	Iteration 17Q: 3 clusters Score -1598572 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1598610.125000 Penalty: 4714.010742
	Iteration 18Q: 3 clusters Score -1598610 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -1598640.625000 Penalty: 4714.010742
	Iteration 19Q: 3 clusters Score -1598641 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1598663.375000 Penalty: 4714.010742
	Iteration 20F: 3 clusters Score -1598663 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1598677.000000 Penalty: 4714.010742
	Iteration 21Q: 3 clusters Score -1598677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 10745 members 
Entering Unmasked Estep 
Score: -1598690.000000 Penalty: 4714.010742
	Iteration 22Q: 3 clusters Score -1598690 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -1598706.875000 Penalty: 4714.010742
	Iteration 23Q: 3 clusters Score -1598707 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -1598722.125000 Penalty: 4714.010742
	Iteration 24Q: 3 clusters Score -1598722 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1598731.125000 Penalty: 4714.010742
	Iteration 25Q: 3 clusters Score -1598731 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -1598740.000000 Penalty: 4714.010742
	Iteration 26Q: 3 clusters Score -1598740 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -1598751.500000 Penalty: 4714.010742
	Iteration 27Q: 3 clusters Score -1598752 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 10926 members 
Entering Unmasked Estep 
Score: -1598757.125000 Penalty: 4714.010742
	Iteration 28Q: 3 clusters Score -1598757 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 10948 members 
Entering Unmasked Estep 
Score: -1598768.000000 Penalty: 4714.010742
	Iteration 29Q: 3 clusters Score -1598768 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 10971 members 
Entering Unmasked Estep 
Score: -1598772.125000 Penalty: 4714.010742
	Iteration 30Q: 3 clusters Score -1598772 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -1598779.125000 Penalty: 4714.010742
	Iteration 31Q: 3 clusters Score -1598779 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -1598786.125000 Penalty: 4714.010742
	Iteration 32Q: 3 clusters Score -1598786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -1598787.000000 Penalty: 4714.010742
	Iteration 33Q: 3 clusters Score -1598787 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 11046 members 
Entering Unmasked Estep 
Score: -1598789.375000 Penalty: 4714.010742
	Iteration 34Q: 3 clusters Score -1598789 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -1598792.125000 Penalty: 4714.010742
	Iteration 35Q: 3 clusters Score -1598792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1598799.500000 Penalty: 4714.010742
	Iteration 36Q: 3 clusters Score -1598800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -1598798.500000 Penalty: 4714.010742
	Iteration 37Q: 3 clusters Score -1598798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1598796.750000 Penalty: 4714.010742
	Iteration 38Q: 3 clusters Score -1598797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -1598795.750000 Penalty: 4714.010742
	Iteration 39Q: 3 clusters Score -1598796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -1598797.625000 Penalty: 4714.010742
	Iteration 40F: 3 clusters Score -1598798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
Score: -1598801.625000 Penalty: 4714.010742
	Iteration 41Q: 3 clusters Score -1598802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -1598803.500000 Penalty: 4714.010742
	Iteration 42Q: 3 clusters Score -1598804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -1598805.250000 Penalty: 4714.010742
	Iteration 43Q: 3 clusters Score -1598805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 11095 members 
Entering Unmasked Estep 
Score: -1598805.125000 Penalty: 4714.010742
	Iteration 44Q: 3 clusters Score -1598805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1598805.750000 Penalty: 4714.010742
	Iteration 45Q: 3 clusters Score -1598806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -1598805.750000 Penalty: 4714.010742
	Iteration 46F: 3 clusters Score -1598806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (41315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41315 members 
Entering Unmasked Estep 
Score: -4939761.000000 Penalty: 2635.987305
	Iteration 0F: 2 clusters Score -4939761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -4911749.500000 Penalty: 5271.974609
	Iteration 0F: 3 clusters Score -4911750 nChanged 19014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21137 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -4922197.500000 Penalty: 5271.974609
	Iteration 1F: 3 clusters Score -4922198 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -4922733.500000 Penalty: 5271.974609
	Iteration 2Q: 3 clusters Score -4922734 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -4923314.500000 Penalty: 5271.974609
	Iteration 3Q: 3 clusters Score -4923314 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22653 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -4923925.500000 Penalty: 5271.974609
	Iteration 4Q: 3 clusters Score -4923926 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 17859 members 
Entering Unmasked Estep 
Score: -4924616.500000 Penalty: 5271.974609
	Iteration 5Q: 3 clusters Score -4924616 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -4925535.500000 Penalty: 5271.974609
	Iteration 6Q: 3 clusters Score -4925536 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -4926716.500000 Penalty: 5271.974609
	Iteration 7Q: 3 clusters Score -4926716 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27168 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -4928187.500000 Penalty: 5271.974609
	Iteration 8F: 3 clusters Score -4928188 nChanged 2202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -4929961.500000 Penalty: 5271.974609
	Iteration 9F: 3 clusters Score -4929962 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29717 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -4931772.000000 Penalty: 5271.974609
	Iteration 10F: 3 clusters Score -4931772 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30498 members 
Mstep: Class 2 contains 10817 members 
Entering Unmasked Estep 
Score: -4933404.000000 Penalty: 5271.974609
	Iteration 11Q: 3 clusters Score -4933404 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30989 members 
Mstep: Class 2 contains 10326 members 
Entering Unmasked Estep 
Score: -4934656.500000 Penalty: 5271.974609
	Iteration 12Q: 3 clusters Score -4934656 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31302 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -4935479.000000 Penalty: 5271.974609
	Iteration 13Q: 3 clusters Score -4935479 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -4935921.500000 Penalty: 5271.974609
	Iteration 14Q: 3 clusters Score -4935922 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31724 members 
Mstep: Class 2 contains 9591 members 
Entering Unmasked Estep 
Score: -4936207.500000 Penalty: 5271.974609
	Iteration 15Q: 3 clusters Score -4936208 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 9450 members 
Entering Unmasked Estep 
Score: -4936398.000000 Penalty: 5271.974609
	Iteration 16Q: 3 clusters Score -4936398 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -4936531.000000 Penalty: 5271.974609
	Iteration 17Q: 3 clusters Score -4936531 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -4936634.000000 Penalty: 5271.974609
	Iteration 18Q: 3 clusters Score -4936634 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -4936716.000000 Penalty: 5271.974609
	Iteration 19Q: 3 clusters Score -4936716 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32166 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -4936761.500000 Penalty: 5271.974609
	Iteration 20F: 3 clusters Score -4936762 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32167 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -4936820.500000 Penalty: 5271.974609
	Iteration 21Q: 3 clusters Score -4936820 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32169 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -4936858.000000 Penalty: 5271.974609
	Iteration 22Q: 3 clusters Score -4936858 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32170 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -4936863.000000 Penalty: 5271.974609
	Iteration 23Q: 3 clusters Score -4936863 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32182 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -4936887.500000 Penalty: 5271.974609
	Iteration 24Q: 3 clusters Score -4936888 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -4936912.000000 Penalty: 5271.974609
	Iteration 25Q: 3 clusters Score -4936912 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 9138 members 
Entering Unmasked Estep 
Score: -4936925.000000 Penalty: 5271.974609
	Iteration 26Q: 3 clusters Score -4936925 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -4936918.500000 Penalty: 5271.974609
	Iteration 27Q: 3 clusters Score -4936918 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -4936937.500000 Penalty: 5271.974609
	Iteration 28Q: 3 clusters Score -4936938 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -4936940.500000 Penalty: 5271.974609
	Iteration 29Q: 3 clusters Score -4936940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -4936955.500000 Penalty: 5271.974609
	Iteration 30Q: 3 clusters Score -4936956 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -4936950.500000 Penalty: 5271.974609
	Iteration 31Q: 3 clusters Score -4936950 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32112 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -4936951.000000 Penalty: 5271.974609
	Iteration 32Q: 3 clusters Score -4936951 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -4936953.000000 Penalty: 5271.974609
	Iteration 33Q: 3 clusters Score -4936953 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -4936951.000000 Penalty: 5271.974609
	Iteration 34Q: 3 clusters Score -4936951 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -4936956.000000 Penalty: 5271.974609
	Iteration 35Q: 3 clusters Score -4936956 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -4936958.000000 Penalty: 5271.974609
	Iteration 36Q: 3 clusters Score -4936958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -4936962.500000 Penalty: 5271.974609
	Iteration 37Q: 3 clusters Score -4936962 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32028 members 
Mstep: Class 2 contains 9287 members 
Entering Unmasked Estep 
Score: -4936956.000000 Penalty: 5271.974609
	Iteration 38Q: 3 clusters Score -4936956 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32017 members 
Mstep: Class 2 contains 9298 members 
Entering Unmasked Estep 
Score: -4936957.000000 Penalty: 5271.974609
	Iteration 39Q: 3 clusters Score -4936957 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -4936962.500000 Penalty: 5271.974609
	Iteration 40F: 3 clusters Score -4936962 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -4936955.000000 Penalty: 5271.974609
	Iteration 41Q: 3 clusters Score -4936955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -4936962.500000 Penalty: 5271.974609
	Iteration 42Q: 3 clusters Score -4936962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31985 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -4936965.500000 Penalty: 5271.974609
	Iteration 43Q: 3 clusters Score -4936966 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31979 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -4936969.000000 Penalty: 5271.974609
	Iteration 44Q: 3 clusters Score -4936969 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31973 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -4936974.500000 Penalty: 5271.974609
	Iteration 45Q: 3 clusters Score -4936974 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -4936972.000000 Penalty: 5271.974609
	Iteration 46Q: 3 clusters Score -4936972 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31964 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -4936984.000000 Penalty: 5271.974609
	Iteration 47Q: 3 clusters Score -4936984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -4936983.500000 Penalty: 5271.974609
	Iteration 48Q: 3 clusters Score -4936984 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31945 members 
Mstep: Class 2 contains 9370 members 
Entering Unmasked Estep 
Score: -4936980.000000 Penalty: 5271.974609
	Iteration 49Q: 3 clusters Score -4936980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -4936974.500000 Penalty: 5271.974609
	Iteration 50Q: 3 clusters Score -4936974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31931 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -4936982.500000 Penalty: 5271.974609
	Iteration 51Q: 3 clusters Score -4936982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31929 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -4936977.500000 Penalty: 5271.974609
	Iteration 52Q: 3 clusters Score -4936978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31924 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -4936974.500000 Penalty: 5271.974609
	Iteration 53Q: 3 clusters Score -4936974 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -4936969.500000 Penalty: 5271.974609
	Iteration 54Q: 3 clusters Score -4936970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -4936965.000000 Penalty: 5271.974609
	Iteration 55Q: 3 clusters Score -4936965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31905 members 
Mstep: Class 2 contains 9410 members 
Entering Unmasked Estep 
Score: -4936968.000000 Penalty: 5271.974609
	Iteration 56Q: 3 clusters Score -4936968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 9418 members 
Entering Unmasked Estep 
Score: -4936972.000000 Penalty: 5271.974609
	Iteration 57Q: 3 clusters Score -4936972 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31885 members 
Mstep: Class 2 contains 9430 members 
Entering Unmasked Estep 
Score: -4936971.000000 Penalty: 5271.974609
	Iteration 58Q: 3 clusters Score -4936971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -4936972.500000 Penalty: 5271.974609
	Iteration 59Q: 3 clusters Score -4936972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31876 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -4936971.000000 Penalty: 5271.974609
	Iteration 60F: 3 clusters Score -4936971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4936966.000000 Penalty: 5271.974609
	Iteration 61Q: 3 clusters Score -4936966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31869 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -4936971.000000 Penalty: 5271.974609
	Iteration 62Q: 3 clusters Score -4936971 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -4936969.500000 Penalty: 5271.974609
	Iteration 63Q: 3 clusters Score -4936970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31862 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -4936970.500000 Penalty: 5271.974609
	Iteration 64Q: 3 clusters Score -4936970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31856 members 
Mstep: Class 2 contains 9459 members 
Entering Unmasked Estep 
Score: -4936976.000000 Penalty: 5271.974609
	Iteration 65Q: 3 clusters Score -4936976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -4936978.500000 Penalty: 5271.974609
	Iteration 66Q: 3 clusters Score -4936978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31848 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -4936981.500000 Penalty: 5271.974609
	Iteration 67Q: 3 clusters Score -4936982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31844 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -4936982.000000 Penalty: 5271.974609
	Iteration 68Q: 3 clusters Score -4936982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -4936985.500000 Penalty: 5271.974609
	Iteration 69Q: 3 clusters Score -4936986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -4936980.000000 Penalty: 5271.974609
	Iteration 70Q: 3 clusters Score -4936980 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31813 members 
Mstep: Class 2 contains 9502 members 
Entering Unmasked Estep 
Score: -4936973.500000 Penalty: 5271.974609
	Iteration 71Q: 3 clusters Score -4936974 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31801 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -4936974.000000 Penalty: 5271.974609
	Iteration 72Q: 3 clusters Score -4936974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31784 members 
Mstep: Class 2 contains 9531 members 
Entering Unmasked Estep 
Score: -4936973.500000 Penalty: 5271.974609
	Iteration 73Q: 3 clusters Score -4936974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -4936982.500000 Penalty: 5271.974609
	Iteration 74Q: 3 clusters Score -4936982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -4936988.500000 Penalty: 5271.974609
	Iteration 75Q: 3 clusters Score -4936988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -4936996.000000 Penalty: 5271.974609
	Iteration 76Q: 3 clusters Score -4936996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -4937001.000000 Penalty: 5271.974609
	Iteration 77Q: 3 clusters Score -4937001 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31708 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4937002.000000 Penalty: 5271.974609
	Iteration 78Q: 3 clusters Score -4937002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -4937012.500000 Penalty: 5271.974609
	Iteration 79Q: 3 clusters Score -4937012 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31680 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -4937018.500000 Penalty: 5271.974609
	Iteration 80F: 3 clusters Score -4937018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -4937024.000000 Penalty: 5271.974609
	Iteration 81Q: 3 clusters Score -4937024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -4937018.000000 Penalty: 5271.974609
	Iteration 82Q: 3 clusters Score -4937018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31643 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -4937011.000000 Penalty: 5271.974609
	Iteration 83Q: 3 clusters Score -4937011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -4937014.000000 Penalty: 5271.974609
	Iteration 84Q: 3 clusters Score -4937014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -4937018.500000 Penalty: 5271.974609
	Iteration 85Q: 3 clusters Score -4937018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -4937022.000000 Penalty: 5271.974609
	Iteration 86Q: 3 clusters Score -4937022 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -4937021.500000 Penalty: 5271.974609
	Iteration 87Q: 3 clusters Score -4937022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -4937022.500000 Penalty: 5271.974609
	Iteration 88Q: 3 clusters Score -4937022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -4937026.000000 Penalty: 5271.974609
	Iteration 89Q: 3 clusters Score -4937026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -4937023.000000 Penalty: 5271.974609
	Iteration 90Q: 3 clusters Score -4937023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31606 members 
Mstep: Class 2 contains 9709 members 
Entering Unmasked Estep 
Score: -4937019.500000 Penalty: 5271.974609
	Iteration 91Q: 3 clusters Score -4937020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -4937022.500000 Penalty: 5271.974609
	Iteration 92Q: 3 clusters Score -4937022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -4937022.000000 Penalty: 5271.974609
	Iteration 93Q: 3 clusters Score -4937022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31599 members 
Mstep: Class 2 contains 9716 members 
Entering Unmasked Estep 
Score: -4937020.000000 Penalty: 5271.974609
	Iteration 94Q: 3 clusters Score -4937020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -4937023.000000 Penalty: 5271.974609
	Iteration 95Q: 3 clusters Score -4937023 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -4937024.500000 Penalty: 5271.974609
	Iteration 96Q: 3 clusters Score -4937024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -4937026.500000 Penalty: 5271.974609
	Iteration 97Q: 3 clusters Score -4937026 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -4937026.000000 Penalty: 5271.974609
	Iteration 98Q: 3 clusters Score -4937026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31577 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -4937031.500000 Penalty: 5271.974609
	Iteration 99Q: 3 clusters Score -4937032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4937034.000000 Penalty: 5271.974609
	Iteration 100F: 3 clusters Score -4937034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -4937031.000000 Penalty: 5271.974609
	Iteration 101Q: 3 clusters Score -4937031 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -4937030.500000 Penalty: 5271.974609
	Iteration 102Q: 3 clusters Score -4937030 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31573 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -4937031.000000 Penalty: 5271.974609
	Iteration 103Q: 3 clusters Score -4937031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31567 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -4937034.500000 Penalty: 5271.974609
	Iteration 104Q: 3 clusters Score -4937034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 9753 members 
Entering Unmasked Estep 
Score: -4937035.500000 Penalty: 5271.974609
	Iteration 105Q: 3 clusters Score -4937036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31559 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -4937034.500000 Penalty: 5271.974609
	Iteration 106Q: 3 clusters Score -4937034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31554 members 
Mstep: Class 2 contains 9761 members 
Entering Unmasked Estep 
Score: -4937036.500000 Penalty: 5271.974609
	Iteration 107Q: 3 clusters Score -4937036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31550 members 
Mstep: Class 2 contains 9765 members 
Entering Unmasked Estep 
Score: -4937040.500000 Penalty: 5271.974609
	Iteration 108Q: 3 clusters Score -4937040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4937031.500000 Penalty: 5271.974609
	Iteration 109Q: 3 clusters Score -4937032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -4937031.500000 Penalty: 5271.974609
	Iteration 110F: 3 clusters Score -4937032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Entering Unmasked Estep 
Score: -1098335.375000 Penalty: 2331.376709
	Iteration 0F: 2 clusters Score -1098335 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -1089285.625000 Penalty: 4662.753418
	Iteration 0F: 3 clusters Score -1089286 nChanged 5143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1092129.750000 Penalty: 4662.753418
	Iteration 1F: 3 clusters Score -1092130 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1092729.500000 Penalty: 4662.753418
	Iteration 2F: 3 clusters Score -1092730 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1093306.750000 Penalty: 4662.753418
	Iteration 3F: 3 clusters Score -1093307 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1093871.250000 Penalty: 4662.753418
	Iteration 4F: 3 clusters Score -1093871 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1094415.375000 Penalty: 4662.753418
	Iteration 5F: 3 clusters Score -1094415 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -1094891.125000 Penalty: 4662.753418
	Iteration 6F: 3 clusters Score -1094891 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1095332.125000 Penalty: 4662.753418
	Iteration 7Q: 3 clusters Score -1095332 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Mstep: Class 2 contains 8231 members 
Entering Unmasked Estep 
Score: -1095708.750000 Penalty: 4662.753418
	Iteration 8Q: 3 clusters Score -1095709 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1096020.250000 Penalty: 4662.753418
	Iteration 9Q: 3 clusters Score -1096020 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1096309.500000 Penalty: 4662.753418
	Iteration 10Q: 3 clusters Score -1096310 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1096559.000000 Penalty: 4662.753418
	Iteration 11Q: 3 clusters Score -1096559 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -1096749.375000 Penalty: 4662.753418
	Iteration 12Q: 3 clusters Score -1096749 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1096883.500000 Penalty: 4662.753418
	Iteration 13Q: 3 clusters Score -1096884 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 9051 members 
Entering Unmasked Estep 
Score: -1096972.000000 Penalty: 4662.753418
	Iteration 14Q: 3 clusters Score -1096972 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1097036.750000 Penalty: 4662.753418
	Iteration 15Q: 3 clusters Score -1097037 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -1097083.250000 Penalty: 4662.753418
	Iteration 16Q: 3 clusters Score -1097083 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -1097108.750000 Penalty: 4662.753418
	Iteration 17Q: 3 clusters Score -1097109 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1097130.125000 Penalty: 4662.753418
	Iteration 18Q: 3 clusters Score -1097130 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -1097142.625000 Penalty: 4662.753418
	Iteration 19Q: 3 clusters Score -1097143 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -1097154.125000 Penalty: 4662.753418
	Iteration 20F: 3 clusters Score -1097154 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -1097164.250000 Penalty: 4662.753418
	Iteration 21Q: 3 clusters Score -1097164 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1097167.125000 Penalty: 4662.753418
	Iteration 22Q: 3 clusters Score -1097167 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1097175.000000 Penalty: 4662.753418
	Iteration 23Q: 3 clusters Score -1097175 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -1097177.125000 Penalty: 4662.753418
	Iteration 24Q: 3 clusters Score -1097177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1097181.750000 Penalty: 4662.753418
	Iteration 25Q: 3 clusters Score -1097182 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -1097184.250000 Penalty: 4662.753418
	Iteration 26Q: 3 clusters Score -1097184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1097186.375000 Penalty: 4662.753418
	Iteration 27Q: 3 clusters Score -1097186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -1097187.625000 Penalty: 4662.753418
	Iteration 28Q: 3 clusters Score -1097188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -1097192.875000 Penalty: 4662.753418
	Iteration 29Q: 3 clusters Score -1097193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1097195.750000 Penalty: 4662.753418
	Iteration 30Q: 3 clusters Score -1097196 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1097199.875000 Penalty: 4662.753418
	Iteration 31Q: 3 clusters Score -1097200 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1097201.875000 Penalty: 4662.753418
	Iteration 32Q: 3 clusters Score -1097202 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 9178 members 
Entering Unmasked Estep 
Score: -1097202.625000 Penalty: 4662.753418
	Iteration 33Q: 3 clusters Score -1097203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1097204.625000 Penalty: 4662.753418
	Iteration 34Q: 3 clusters Score -1097205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -1097205.875000 Penalty: 4662.753418
	Iteration 35Q: 3 clusters Score -1097206 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 9168 members 
Entering Unmasked Estep 
Score: -1097204.250000 Penalty: 4662.753418
	Iteration 36Q: 3 clusters Score -1097204 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -1097204.375000 Penalty: 4662.753418
	Iteration 37Q: 3 clusters Score -1097204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1097205.750000 Penalty: 4662.753418
	Iteration 38Q: 3 clusters Score -1097206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1097205.750000 Penalty: 4662.753418
	Iteration 39F: 3 clusters Score -1097206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19386 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Entering Unmasked Estep 
Score: -2177079.000000 Penalty: 2448.332031
	Iteration 0F: 2 clusters Score -2177079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -2163428.500000 Penalty: 4896.664062
	Iteration 0F: 3 clusters Score -2163428 nChanged 8492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9562 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2167854.000000 Penalty: 4896.664062
	Iteration 1F: 3 clusters Score -2167854 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2168284.000000 Penalty: 4896.664062
	Iteration 2F: 3 clusters Score -2168284 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2168616.750000 Penalty: 4896.664062
	Iteration 3Q: 3 clusters Score -2168617 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2168889.000000 Penalty: 4896.664062
	Iteration 4Q: 3 clusters Score -2168889 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 10666 members 
Entering Unmasked Estep 
Score: -2169179.750000 Penalty: 4896.664062
	Iteration 5Q: 3 clusters Score -2169180 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -2169459.000000 Penalty: 4896.664062
	Iteration 6Q: 3 clusters Score -2169459 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -2169778.250000 Penalty: 4896.664062
	Iteration 7Q: 3 clusters Score -2169778 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 12018 members 
Entering Unmasked Estep 
Score: -2170121.750000 Penalty: 4896.664062
	Iteration 8Q: 3 clusters Score -2170122 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2170558.500000 Penalty: 4896.664062
	Iteration 9Q: 3 clusters Score -2170558 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2171035.250000 Penalty: 4896.664062
	Iteration 10Q: 3 clusters Score -2171035 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -2171638.000000 Penalty: 4896.664062
	Iteration 11Q: 3 clusters Score -2171638 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2172266.000000 Penalty: 4896.664062
	Iteration 12Q: 3 clusters Score -2172266 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -2172876.500000 Penalty: 4896.664062
	Iteration 13Q: 3 clusters Score -2172876 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 16410 members 
Entering Unmasked Estep 
Score: -2173449.000000 Penalty: 4896.664062
	Iteration 14Q: 3 clusters Score -2173449 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2173867.750000 Penalty: 4896.664062
	Iteration 15Q: 3 clusters Score -2173868 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -2174182.250000 Penalty: 4896.664062
	Iteration 16Q: 3 clusters Score -2174182 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2174400.250000 Penalty: 4896.664062
	Iteration 17Q: 3 clusters Score -2174400 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2174575.000000 Penalty: 4896.664062
	Iteration 18Q: 3 clusters Score -2174575 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -2174718.250000 Penalty: 4896.664062
	Iteration 19Q: 3 clusters Score -2174718 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2174797.500000 Penalty: 4896.664062
	Iteration 20F: 3 clusters Score -2174798 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -2174876.250000 Penalty: 4896.664062
	Iteration 21Q: 3 clusters Score -2174876 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -2174924.250000 Penalty: 4896.664062
	Iteration 22Q: 3 clusters Score -2174924 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -2174975.250000 Penalty: 4896.664062
	Iteration 23Q: 3 clusters Score -2174975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -2175010.000000 Penalty: 4896.664062
	Iteration 24Q: 3 clusters Score -2175010 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2175036.000000 Penalty: 4896.664062
	Iteration 25Q: 3 clusters Score -2175036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -2175057.250000 Penalty: 4896.664062
	Iteration 26Q: 3 clusters Score -2175057 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -2175074.500000 Penalty: 4896.664062
	Iteration 27Q: 3 clusters Score -2175074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -2175086.500000 Penalty: 4896.664062
	Iteration 28Q: 3 clusters Score -2175086 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -2175099.750000 Penalty: 4896.664062
	Iteration 29Q: 3 clusters Score -2175100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2175106.500000 Penalty: 4896.664062
	Iteration 30Q: 3 clusters Score -2175106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -2175116.500000 Penalty: 4896.664062
	Iteration 31Q: 3 clusters Score -2175116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -2175121.000000 Penalty: 4896.664062
	Iteration 32Q: 3 clusters Score -2175121 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2175124.750000 Penalty: 4896.664062
	Iteration 33Q: 3 clusters Score -2175125 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -2175128.000000 Penalty: 4896.664062
	Iteration 34Q: 3 clusters Score -2175128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2175129.750000 Penalty: 4896.664062
	Iteration 35Q: 3 clusters Score -2175130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 18620 members 
Entering Unmasked Estep 
Score: -2175131.750000 Penalty: 4896.664062
	Iteration 36Q: 3 clusters Score -2175132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2175130.250000 Penalty: 4896.664062
	Iteration 37Q: 3 clusters Score -2175130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2175136.500000 Penalty: 4896.664062
	Iteration 38Q: 3 clusters Score -2175136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 18624 members 
Entering Unmasked Estep 
Score: -2175136.500000 Penalty: 4896.664062
	Iteration 39F: 3 clusters Score -2175136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (101190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101190 members 
Entering Unmasked Estep 
Score: -11959624.000000 Penalty: 2858.139404
	Iteration 0F: 2 clusters Score -1.195962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50682 members 
Mstep: Class 2 contains 50508 members 
Entering Unmasked Estep 
Score: -11891882.000000 Penalty: 5716.278809
	Iteration 0F: 3 clusters Score -1.189188e+07 nChanged 47827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52035 members 
Mstep: Class 2 contains 49155 members 
Entering Unmasked Estep 
Score: -11920064.000000 Penalty: 5716.278809
	Iteration 1F: 3 clusters Score -1.192006e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52978 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -11921783.000000 Penalty: 5716.278809
	Iteration 2Q: 3 clusters Score -1.192178e+07 nChanged 4942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54546 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -11924137.000000 Penalty: 5716.278809
	Iteration 3Q: 3 clusters Score -1.192414e+07 nChanged 5812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56906 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -11927686.000000 Penalty: 5716.278809
	Iteration 4F: 3 clusters Score -1.192769e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -11932539.000000 Penalty: 5716.278809
	Iteration 5F: 3 clusters Score -1.193254e+07 nChanged 7086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62987 members 
Mstep: Class 2 contains 38203 members 
Entering Unmasked Estep 
Score: -11938019.000000 Penalty: 5716.278809
	Iteration 6F: 3 clusters Score -1.193802e+07 nChanged 6549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -11942601.000000 Penalty: 5716.278809
	Iteration 7F: 3 clusters Score -1.19426e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67330 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
Score: -11945316.000000 Penalty: 5716.278809
	Iteration 8F: 3 clusters Score -1.194532e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69038 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -11946720.000000 Penalty: 5716.278809
	Iteration 9Q: 3 clusters Score -1.194672e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70765 members 
Mstep: Class 2 contains 30425 members 
Entering Unmasked Estep 
Score: -11947445.000000 Penalty: 5716.278809
	Iteration 10Q: 3 clusters Score -1.194744e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72453 members 
Mstep: Class 2 contains 28737 members 
Entering Unmasked Estep 
Score: -11948140.000000 Penalty: 5716.278809
	Iteration 11Q: 3 clusters Score -1.194814e+07 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74140 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -11948672.000000 Penalty: 5716.278809
	Iteration 12Q: 3 clusters Score -1.194867e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75815 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -11949250.000000 Penalty: 5716.278809
	Iteration 13Q: 3 clusters Score -1.194925e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77436 members 
Mstep: Class 2 contains 23754 members 
Entering Unmasked Estep 
Score: -11949943.000000 Penalty: 5716.278809
	Iteration 14Q: 3 clusters Score -1.194994e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79052 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -11950528.000000 Penalty: 5716.278809
	Iteration 15Q: 3 clusters Score -1.195053e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80627 members 
Mstep: Class 2 contains 20563 members 
Entering Unmasked Estep 
Score: -11951104.000000 Penalty: 5716.278809
	Iteration 16Q: 3 clusters Score -1.19511e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82189 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -11951619.000000 Penalty: 5716.278809
	Iteration 17Q: 3 clusters Score -1.195162e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83657 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
Score: -11952137.000000 Penalty: 5716.278809
	Iteration 18Q: 3 clusters Score -1.195214e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85060 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -11952620.000000 Penalty: 5716.278809
	Iteration 19Q: 3 clusters Score -1.195262e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86363 members 
Mstep: Class 2 contains 14827 members 
Entering Unmasked Estep 
Score: -11953204.000000 Penalty: 5716.278809
	Iteration 20F: 3 clusters Score -1.19532e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87550 members 
Mstep: Class 2 contains 13640 members 
Entering Unmasked Estep 
Score: -11953649.000000 Penalty: 5716.278809
	Iteration 21Q: 3 clusters Score -1.195365e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88674 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -11954067.000000 Penalty: 5716.278809
	Iteration 22Q: 3 clusters Score -1.195407e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89755 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -11954331.000000 Penalty: 5716.278809
	Iteration 23Q: 3 clusters Score -1.195433e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90756 members 
Mstep: Class 2 contains 10434 members 
Entering Unmasked Estep 
Score: -11954650.000000 Penalty: 5716.278809
	Iteration 24Q: 3 clusters Score -1.195465e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91680 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -11955010.000000 Penalty: 5716.278809
	Iteration 25Q: 3 clusters Score -1.195501e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92535 members 
Mstep: Class 2 contains 8655 members 
Entering Unmasked Estep 
Score: -11955306.000000 Penalty: 5716.278809
	Iteration 26Q: 3 clusters Score -1.195531e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93293 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -11955508.000000 Penalty: 5716.278809
	Iteration 27Q: 3 clusters Score -1.195551e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93957 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -11955761.000000 Penalty: 5716.278809
	Iteration 28Q: 3 clusters Score -1.195576e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94552 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -11955929.000000 Penalty: 5716.278809
	Iteration 29Q: 3 clusters Score -1.195593e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95084 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -11956106.000000 Penalty: 5716.278809
	Iteration 30Q: 3 clusters Score -1.195611e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95585 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -11956233.000000 Penalty: 5716.278809
	Iteration 31Q: 3 clusters Score -1.195623e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96002 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -11956375.000000 Penalty: 5716.278809
	Iteration 32Q: 3 clusters Score -1.195638e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96374 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -11956499.000000 Penalty: 5716.278809
	Iteration 33Q: 3 clusters Score -1.19565e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96718 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -11956602.000000 Penalty: 5716.278809
	Iteration 34Q: 3 clusters Score -1.19566e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97021 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -11956708.000000 Penalty: 5716.278809
	Iteration 35Q: 3 clusters Score -1.195671e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97313 members 
Mstep: Class 2 contains 3877 members 
Entering Unmasked Estep 
Score: -11956823.000000 Penalty: 5716.278809
	Iteration 36Q: 3 clusters Score -1.195682e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97582 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -11956931.000000 Penalty: 5716.278809
	Iteration 37Q: 3 clusters Score -1.195693e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97817 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -11957023.000000 Penalty: 5716.278809
	Iteration 38Q: 3 clusters Score -1.195702e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98017 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -11957113.000000 Penalty: 5716.278809
	Iteration 39Q: 3 clusters Score -1.195711e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98183 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -11957128.000000 Penalty: 5716.278809
	Iteration 40F: 3 clusters Score -1.195713e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98332 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -11957184.000000 Penalty: 5716.278809
	Iteration 41Q: 3 clusters Score -1.195718e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98470 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -11957201.000000 Penalty: 5716.278809
	Iteration 42Q: 3 clusters Score -1.19572e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98603 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -11957204.000000 Penalty: 5716.278809
	Iteration 43Q: 3 clusters Score -1.19572e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98704 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -11957245.000000 Penalty: 5716.278809
	Iteration 44Q: 3 clusters Score -1.195724e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98794 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -11957263.000000 Penalty: 5716.278809
	Iteration 45Q: 3 clusters Score -1.195726e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98876 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -11957307.000000 Penalty: 5716.278809
	Iteration 46Q: 3 clusters Score -1.195731e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98952 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -11957329.000000 Penalty: 5716.278809
	Iteration 47Q: 3 clusters Score -1.195733e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99038 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -11957346.000000 Penalty: 5716.278809
	Iteration 48Q: 3 clusters Score -1.195735e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99110 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -11957355.000000 Penalty: 5716.278809
	Iteration 49Q: 3 clusters Score -1.195736e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99164 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -11957357.000000 Penalty: 5716.278809
	Iteration 50Q: 3 clusters Score -1.195736e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99228 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -11957381.000000 Penalty: 5716.278809
	Iteration 51Q: 3 clusters Score -1.195738e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99271 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -11957401.000000 Penalty: 5716.278809
	Iteration 52Q: 3 clusters Score -1.19574e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99322 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -11957440.000000 Penalty: 5716.278809
	Iteration 53Q: 3 clusters Score -1.195744e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99367 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -11957461.000000 Penalty: 5716.278809
	Iteration 54Q: 3 clusters Score -1.195746e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99404 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -11957459.000000 Penalty: 5716.278809
	Iteration 55Q: 3 clusters Score -1.195746e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99441 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -11957467.000000 Penalty: 5716.278809
	Iteration 56Q: 3 clusters Score -1.195747e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99470 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -11957470.000000 Penalty: 5716.278809
	Iteration 57Q: 3 clusters Score -1.195747e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99500 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -11957466.000000 Penalty: 5716.278809
	Iteration 58Q: 3 clusters Score -1.195747e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99531 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -11957501.000000 Penalty: 5716.278809
	Iteration 59Q: 3 clusters Score -1.19575e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99554 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -11957494.000000 Penalty: 5716.278809
	Iteration 60F: 3 clusters Score -1.195749e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99573 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -11957501.000000 Penalty: 5716.278809
	Iteration 61Q: 3 clusters Score -1.19575e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99586 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -11957494.000000 Penalty: 5716.278809
	Iteration 62Q: 3 clusters Score -1.195749e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99597 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -11957497.000000 Penalty: 5716.278809
	Iteration 63Q: 3 clusters Score -1.19575e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99611 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11957501.000000 Penalty: 5716.278809
	Iteration 64Q: 3 clusters Score -1.19575e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99626 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -11957520.000000 Penalty: 5716.278809
	Iteration 65Q: 3 clusters Score -1.195752e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99638 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -11957512.000000 Penalty: 5716.278809
	Iteration 66Q: 3 clusters Score -1.195751e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99644 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -11957524.000000 Penalty: 5716.278809
	Iteration 67Q: 3 clusters Score -1.195752e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99649 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -11957522.000000 Penalty: 5716.278809
	Iteration 68Q: 3 clusters Score -1.195752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99651 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -11957513.000000 Penalty: 5716.278809
	Iteration 69Q: 3 clusters Score -1.195751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99653 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11957515.000000 Penalty: 5716.278809
	Iteration 70Q: 3 clusters Score -1.195752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99657 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -11957534.000000 Penalty: 5716.278809
	Iteration 71Q: 3 clusters Score -1.195753e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99660 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -11957527.000000 Penalty: 5716.278809
	Iteration 72Q: 3 clusters Score -1.195753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99664 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -11957536.000000 Penalty: 5716.278809
	Iteration 73Q: 3 clusters Score -1.195754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99668 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -11957528.000000 Penalty: 5716.278809
	Iteration 74Q: 3 clusters Score -1.195753e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99670 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -11957536.000000 Penalty: 5716.278809
	Iteration 75Q: 3 clusters Score -1.195754e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99674 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -11957533.000000 Penalty: 5716.278809
	Iteration 76Q: 3 clusters Score -1.195753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99678 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -11957524.000000 Penalty: 5716.278809
	Iteration 77Q: 3 clusters Score -1.195752e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -11957529.000000 Penalty: 5716.278809
	Iteration 78Q: 3 clusters Score -1.195753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99690 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -11957530.000000 Penalty: 5716.278809
	Iteration 79Q: 3 clusters Score -1.195753e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99695 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -11957526.000000 Penalty: 5716.278809
	Iteration 80F: 3 clusters Score -1.195753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99699 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -11957534.000000 Penalty: 5716.278809
	Iteration 81Q: 3 clusters Score -1.195753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99703 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -11957532.000000 Penalty: 5716.278809
	Iteration 82Q: 3 clusters Score -1.195753e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99709 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -11957524.000000 Penalty: 5716.278809
	Iteration 83Q: 3 clusters Score -1.195752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99712 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -11957523.000000 Penalty: 5716.278809
	Iteration 84Q: 3 clusters Score -1.195752e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11957527.000000 Penalty: 5716.278809
	Iteration 85Q: 3 clusters Score -1.195753e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99714 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -11957527.000000 Penalty: 5716.278809
	Iteration 86F: 3 clusters Score -1.195753e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Entering Unmasked Estep 
Score: -260787.843750 Penalty: 1912.464111
	Iteration 0F: 2 clusters Score -260787.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -258017.281250 Penalty: 3824.928223
	Iteration 0F: 3 clusters Score -258017.3 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -258506.859375 Penalty: 3824.928223
	Iteration 1F: 3 clusters Score -258506.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -258619.593750 Penalty: 3824.928223
	Iteration 2F: 3 clusters Score -258619.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -258684.390625 Penalty: 3824.928223
	Iteration 3Q: 3 clusters Score -258684.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -258735.250000 Penalty: 3824.928223
	Iteration 4Q: 3 clusters Score -258735.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -258763.312500 Penalty: 3824.928223
	Iteration 5Q: 3 clusters Score -258763.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -258779.328125 Penalty: 3824.928223
	Iteration 6Q: 3 clusters Score -258779.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -258786.109375 Penalty: 3824.928223
	Iteration 7Q: 3 clusters Score -258786.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -258790.687500 Penalty: 3824.928223
	Iteration 8Q: 3 clusters Score -258790.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -258793.421875 Penalty: 3824.928223
	Iteration 9Q: 3 clusters Score -258793.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -258797.140625 Penalty: 3824.928223
	Iteration 10Q: 3 clusters Score -258797.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -258798.484375 Penalty: 3824.928223
	Iteration 11Q: 3 clusters Score -258798.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -258798.484375 Penalty: 3824.928223
	Iteration 12F: 3 clusters Score -258798.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (481 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Entering Unmasked Estep 
Score: -49092.738281 Penalty: 1531.614990
	Iteration 0F: 2 clusters Score -49092.74 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 240 members 
Entering Unmasked Estep 
Score: -47583.734375 Penalty: 3063.229980
	Iteration 0F: 3 clusters Score -47583.73 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47747.542969 Penalty: 3063.229980
	Iteration 1F: 3 clusters Score -47747.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -47814.703125 Penalty: 3063.229980
	Iteration 2F: 3 clusters Score -47814.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -47834.757812 Penalty: 3063.229980
	Iteration 3Q: 3 clusters Score -47834.76 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -47845.007812 Penalty: 3063.229980
	Iteration 4Q: 3 clusters Score -47845.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -47849.425781 Penalty: 3063.229980
	Iteration 5Q: 3 clusters Score -47849.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -47853.707031 Penalty: 3063.229980
	Iteration 6Q: 3 clusters Score -47853.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -47864.222656 Penalty: 3063.229980
	Iteration 7Q: 3 clusters Score -47864.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -47867.121094 Penalty: 3063.229980
	Iteration 8Q: 3 clusters Score -47867.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47868.203125 Penalty: 3063.229980
	Iteration 9Q: 3 clusters Score -47868.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -47868.203125 Penalty: 3063.229980
	Iteration 10F: 3 clusters Score -47868.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22915 members 
Entering Unmasked Estep 
Score: -2333599.250000 Penalty: 2489.807617
	Iteration 0F: 2 clusters Score -2333599 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -2317533.000000 Penalty: 4979.615234
	Iteration 0F: 3 clusters Score -2317533 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2323560.500000 Penalty: 4979.615234
	Iteration 1F: 3 clusters Score -2323560 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11186 members 
Mstep: Class 2 contains 11729 members 
Entering Unmasked Estep 
Score: -2324252.000000 Penalty: 4979.615234
	Iteration 2F: 3 clusters Score -2324252 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 11897 members 
Entering Unmasked Estep 
Score: -2324890.750000 Penalty: 4979.615234
	Iteration 3F: 3 clusters Score -2324891 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2325551.000000 Penalty: 4979.615234
	Iteration 4F: 3 clusters Score -2325551 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2326182.000000 Penalty: 4979.615234
	Iteration 5F: 3 clusters Score -2326182 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -2326769.500000 Penalty: 4979.615234
	Iteration 6Q: 3 clusters Score -2326770 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 12629 members 
Entering Unmasked Estep 
Score: -2327263.250000 Penalty: 4979.615234
	Iteration 7Q: 3 clusters Score -2327263 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2327654.750000 Penalty: 4979.615234
	Iteration 8Q: 3 clusters Score -2327655 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2327927.000000 Penalty: 4979.615234
	Iteration 9Q: 3 clusters Score -2327927 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -2328137.000000 Penalty: 4979.615234
	Iteration 10Q: 3 clusters Score -2328137 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -2328272.500000 Penalty: 4979.615234
	Iteration 11Q: 3 clusters Score -2328272 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2328383.250000 Penalty: 4979.615234
	Iteration 12Q: 3 clusters Score -2328383 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -2328486.500000 Penalty: 4979.615234
	Iteration 13Q: 3 clusters Score -2328486 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -2328585.250000 Penalty: 4979.615234
	Iteration 14Q: 3 clusters Score -2328585 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2328673.750000 Penalty: 4979.615234
	Iteration 15Q: 3 clusters Score -2328674 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -2328784.000000 Penalty: 4979.615234
	Iteration 16Q: 3 clusters Score -2328784 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8976 members 
Mstep: Class 2 contains 13939 members 
Entering Unmasked Estep 
Score: -2328876.000000 Penalty: 4979.615234
	Iteration 17Q: 3 clusters Score -2328876 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2328945.000000 Penalty: 4979.615234
	Iteration 18Q: 3 clusters Score -2328945 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8652 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2329019.000000 Penalty: 4979.615234
	Iteration 19Q: 3 clusters Score -2329019 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8477 members 
Mstep: Class 2 contains 14438 members 
Entering Unmasked Estep 
Score: -2329104.750000 Penalty: 4979.615234
	Iteration 20F: 3 clusters Score -2329105 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 14639 members 
Entering Unmasked Estep 
Score: -2329186.750000 Penalty: 4979.615234
	Iteration 21Q: 3 clusters Score -2329187 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2329279.250000 Penalty: 4979.615234
	Iteration 22Q: 3 clusters Score -2329279 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2329355.500000 Penalty: 4979.615234
	Iteration 23Q: 3 clusters Score -2329356 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 15255 members 
Entering Unmasked Estep 
Score: -2329453.500000 Penalty: 4979.615234
	Iteration 24Q: 3 clusters Score -2329454 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2329559.750000 Penalty: 4979.615234
	Iteration 25Q: 3 clusters Score -2329560 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -2329670.250000 Penalty: 4979.615234
	Iteration 26Q: 3 clusters Score -2329670 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -2329787.250000 Penalty: 4979.615234
	Iteration 27Q: 3 clusters Score -2329787 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2329940.000000 Penalty: 4979.615234
	Iteration 28Q: 3 clusters Score -2329940 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -2330087.000000 Penalty: 4979.615234
	Iteration 29Q: 3 clusters Score -2330087 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -2330245.500000 Penalty: 4979.615234
	Iteration 30Q: 3 clusters Score -2330246 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 16906 members 
Entering Unmasked Estep 
Score: -2330395.250000 Penalty: 4979.615234
	Iteration 31Q: 3 clusters Score -2330395 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -2330525.500000 Penalty: 4979.615234
	Iteration 32Q: 3 clusters Score -2330526 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2330620.000000 Penalty: 4979.615234
	Iteration 33Q: 3 clusters Score -2330620 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2330693.000000 Penalty: 4979.615234
	Iteration 34Q: 3 clusters Score -2330693 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2330764.250000 Penalty: 4979.615234
	Iteration 35Q: 3 clusters Score -2330764 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 17752 members 
Entering Unmasked Estep 
Score: -2330818.750000 Penalty: 4979.615234
	Iteration 36Q: 3 clusters Score -2330819 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 17881 members 
Entering Unmasked Estep 
Score: -2330852.000000 Penalty: 4979.615234
	Iteration 37Q: 3 clusters Score -2330852 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2330900.000000 Penalty: 4979.615234
	Iteration 38Q: 3 clusters Score -2330900 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2330929.500000 Penalty: 4979.615234
	Iteration 39Q: 3 clusters Score -2330930 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2330968.500000 Penalty: 4979.615234
	Iteration 40F: 3 clusters Score -2330968 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -2330995.500000 Penalty: 4979.615234
	Iteration 41Q: 3 clusters Score -2330996 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -2331020.250000 Penalty: 4979.615234
	Iteration 42Q: 3 clusters Score -2331020 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2331045.250000 Penalty: 4979.615234
	Iteration 43Q: 3 clusters Score -2331045 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2331083.250000 Penalty: 4979.615234
	Iteration 44Q: 3 clusters Score -2331083 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2331104.500000 Penalty: 4979.615234
	Iteration 45Q: 3 clusters Score -2331104 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2331136.250000 Penalty: 4979.615234
	Iteration 46Q: 3 clusters Score -2331136 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 18909 members 
Entering Unmasked Estep 
Score: -2331165.750000 Penalty: 4979.615234
	Iteration 47Q: 3 clusters Score -2331166 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2331188.500000 Penalty: 4979.615234
	Iteration 48Q: 3 clusters Score -2331188 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2331228.750000 Penalty: 4979.615234
	Iteration 49Q: 3 clusters Score -2331229 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -2331252.500000 Penalty: 4979.615234
	Iteration 50Q: 3 clusters Score -2331252 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -2331286.750000 Penalty: 4979.615234
	Iteration 51Q: 3 clusters Score -2331287 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -2331310.000000 Penalty: 4979.615234
	Iteration 52Q: 3 clusters Score -2331310 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 19477 members 
Entering Unmasked Estep 
Score: -2331337.000000 Penalty: 4979.615234
	Iteration 53Q: 3 clusters Score -2331337 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -2331356.500000 Penalty: 4979.615234
	Iteration 54Q: 3 clusters Score -2331356 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -2331380.500000 Penalty: 4979.615234
	Iteration 55Q: 3 clusters Score -2331380 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -2331399.500000 Penalty: 4979.615234
	Iteration 56Q: 3 clusters Score -2331400 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
Score: -2331415.750000 Penalty: 4979.615234
	Iteration 57Q: 3 clusters Score -2331416 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -2331446.250000 Penalty: 4979.615234
	Iteration 58Q: 3 clusters Score -2331446 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2331473.000000 Penalty: 4979.615234
	Iteration 59Q: 3 clusters Score -2331473 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2331496.500000 Penalty: 4979.615234
	Iteration 60F: 3 clusters Score -2331496 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -2331510.500000 Penalty: 4979.615234
	Iteration 61Q: 3 clusters Score -2331510 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -2331534.250000 Penalty: 4979.615234
	Iteration 62Q: 3 clusters Score -2331534 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -2331558.000000 Penalty: 4979.615234
	Iteration 63Q: 3 clusters Score -2331558 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -2331582.500000 Penalty: 4979.615234
	Iteration 64Q: 3 clusters Score -2331582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 20402 members 
Entering Unmasked Estep 
Score: -2331609.250000 Penalty: 4979.615234
	Iteration 65Q: 3 clusters Score -2331609 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2331628.000000 Penalty: 4979.615234
	Iteration 66Q: 3 clusters Score -2331628 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 20522 members 
Entering Unmasked Estep 
Score: -2331649.000000 Penalty: 4979.615234
	Iteration 67Q: 3 clusters Score -2331649 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 20560 members 
Entering Unmasked Estep 
Score: -2331657.250000 Penalty: 4979.615234
	Iteration 68Q: 3 clusters Score -2331657 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -2331672.250000 Penalty: 4979.615234
	Iteration 69Q: 3 clusters Score -2331672 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -2331675.750000 Penalty: 4979.615234
	Iteration 70Q: 3 clusters Score -2331676 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 20658 members 
Entering Unmasked Estep 
Score: -2331684.000000 Penalty: 4979.615234
	Iteration 71Q: 3 clusters Score -2331684 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 20678 members 
Entering Unmasked Estep 
Score: -2331685.250000 Penalty: 4979.615234
	Iteration 72Q: 3 clusters Score -2331685 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -2331696.000000 Penalty: 4979.615234
	Iteration 73Q: 3 clusters Score -2331696 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2331708.750000 Penalty: 4979.615234
	Iteration 74Q: 3 clusters Score -2331709 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2331713.750000 Penalty: 4979.615234
	Iteration 75Q: 3 clusters Score -2331714 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2331712.750000 Penalty: 4979.615234
	Iteration 76Q: 3 clusters Score -2331713 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2331716.250000 Penalty: 4979.615234
	Iteration 77Q: 3 clusters Score -2331716 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2331715.750000 Penalty: 4979.615234
	Iteration 78Q: 3 clusters Score -2331716 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2331719.000000 Penalty: 4979.615234
	Iteration 79Q: 3 clusters Score -2331719 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -2331719.750000 Penalty: 4979.615234
	Iteration 80F: 3 clusters Score -2331720 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -2331719.750000 Penalty: 4979.615234
	Iteration 81Q: 3 clusters Score -2331720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 20813 members 
Entering Unmasked Estep 
Score: -2331722.500000 Penalty: 4979.615234
	Iteration 82Q: 3 clusters Score -2331722 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -2331726.250000 Penalty: 4979.615234
	Iteration 83Q: 3 clusters Score -2331726 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -2331723.250000 Penalty: 4979.615234
	Iteration 84Q: 3 clusters Score -2331723 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 20850 members 
Entering Unmasked Estep 
Score: -2331726.750000 Penalty: 4979.615234
	Iteration 85Q: 3 clusters Score -2331727 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -2331735.500000 Penalty: 4979.615234
	Iteration 86Q: 3 clusters Score -2331736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 20879 members 
Entering Unmasked Estep 
Score: -2331733.000000 Penalty: 4979.615234
	Iteration 87Q: 3 clusters Score -2331733 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2331737.500000 Penalty: 4979.615234
	Iteration 88Q: 3 clusters Score -2331738 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -2331739.250000 Penalty: 4979.615234
	Iteration 89Q: 3 clusters Score -2331739 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2331742.750000 Penalty: 4979.615234
	Iteration 90Q: 3 clusters Score -2331743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2331740.250000 Penalty: 4979.615234
	Iteration 91Q: 3 clusters Score -2331740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 20912 members 
Entering Unmasked Estep 
Score: -2331742.000000 Penalty: 4979.615234
	Iteration 92Q: 3 clusters Score -2331742 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -2331742.500000 Penalty: 4979.615234
	Iteration 93Q: 3 clusters Score -2331742 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2331745.250000 Penalty: 4979.615234
	Iteration 94Q: 3 clusters Score -2331745 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2331745.250000 Penalty: 4979.615234
	Iteration 95F: 3 clusters Score -2331745 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (266938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266938 members 
Entering Unmasked Estep 
Score: -31332632.000000 Penalty: 3098.703369
	Iteration 0F: 2 clusters Score -3.133263e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133004 members 
Mstep: Class 2 contains 133934 members 
Entering Unmasked Estep 
Score: -31158294.000000 Penalty: 6197.406738
	Iteration 0F: 3 clusters Score -3.115829e+07 nChanged 128968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120150 members 
Mstep: Class 2 contains 146788 members 
Entering Unmasked Estep 
Score: -31239344.000000 Penalty: 6197.406738
	Iteration 1F: 3 clusters Score -3.123934e+07 nChanged 13291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112167 members 
Mstep: Class 2 contains 154771 members 
Entering Unmasked Estep 
Score: -31245382.000000 Penalty: 6197.406738
	Iteration 2Q: 3 clusters Score -3.124538e+07 nChanged 17357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100608 members 
Mstep: Class 2 contains 166330 members 
Entering Unmasked Estep 
Score: -31256072.000000 Penalty: 6197.406738
	Iteration 3F: 3 clusters Score -3.125607e+07 nChanged 21121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85293 members 
Mstep: Class 2 contains 181645 members 
Entering Unmasked Estep 
Score: -31272530.000000 Penalty: 6197.406738
	Iteration 4F: 3 clusters Score -3.127253e+07 nChanged 22022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68747 members 
Mstep: Class 2 contains 198191 members 
Entering Unmasked Estep 
Score: -31292514.000000 Penalty: 6197.406738
	Iteration 5F: 3 clusters Score -3.129251e+07 nChanged 17977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 211650 members 
Entering Unmasked Estep 
Score: -31311988.000000 Penalty: 6197.406738
	Iteration 6F: 3 clusters Score -3.131199e+07 nChanged 11738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 218962 members 
Entering Unmasked Estep 
Score: -31323296.000000 Penalty: 6197.406738
	Iteration 7Q: 3 clusters Score -3.13233e+07 nChanged 6690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43956 members 
Mstep: Class 2 contains 222982 members 
Entering Unmasked Estep 
Score: -31326788.000000 Penalty: 6197.406738
	Iteration 8Q: 3 clusters Score -3.132679e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 226139 members 
Entering Unmasked Estep 
Score: -31328032.000000 Penalty: 6197.406738
	Iteration 9Q: 3 clusters Score -3.132803e+07 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37979 members 
Mstep: Class 2 contains 228959 members 
Entering Unmasked Estep 
Score: -31328866.000000 Penalty: 6197.406738
	Iteration 10Q: 3 clusters Score -3.132887e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 231478 members 
Entering Unmasked Estep 
Score: -31329422.000000 Penalty: 6197.406738
	Iteration 11Q: 3 clusters Score -3.132942e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33183 members 
Mstep: Class 2 contains 233755 members 
Entering Unmasked Estep 
Score: -31329672.000000 Penalty: 6197.406738
	Iteration 12Q: 3 clusters Score -3.132967e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31141 members 
Mstep: Class 2 contains 235797 members 
Entering Unmasked Estep 
Score: -31329880.000000 Penalty: 6197.406738
	Iteration 13Q: 3 clusters Score -3.132988e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29265 members 
Mstep: Class 2 contains 237673 members 
Entering Unmasked Estep 
Score: -31330044.000000 Penalty: 6197.406738
	Iteration 14Q: 3 clusters Score -3.133004e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 239411 members 
Entering Unmasked Estep 
Score: -31330206.000000 Penalty: 6197.406738
	Iteration 15Q: 3 clusters Score -3.133021e+07 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 241066 members 
Entering Unmasked Estep 
Score: -31330310.000000 Penalty: 6197.406738
	Iteration 16Q: 3 clusters Score -3.133031e+07 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 242590 members 
Entering Unmasked Estep 
Score: -31330510.000000 Penalty: 6197.406738
	Iteration 17Q: 3 clusters Score -3.133051e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22896 members 
Mstep: Class 2 contains 244042 members 
Entering Unmasked Estep 
Score: -31330454.000000 Penalty: 6197.406738
	Iteration 18Q: 3 clusters Score -3.133045e+07 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 245394 members 
Entering Unmasked Estep 
Score: -31330484.000000 Penalty: 6197.406738
	Iteration 19Q: 3 clusters Score -3.133048e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 246651 members 
Entering Unmasked Estep 
Score: -31330536.000000 Penalty: 6197.406738
	Iteration 20F: 3 clusters Score -3.133054e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 247902 members 
Entering Unmasked Estep 
Score: -31330774.000000 Penalty: 6197.406738
	Iteration 21Q: 3 clusters Score -3.133077e+07 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 249083 members 
Entering Unmasked Estep 
Score: -31330898.000000 Penalty: 6197.406738
	Iteration 22Q: 3 clusters Score -3.13309e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 250179 members 
Entering Unmasked Estep 
Score: -31330878.000000 Penalty: 6197.406738
	Iteration 23Q: 3 clusters Score -3.133088e+07 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15704 members 
Mstep: Class 2 contains 251234 members 
Entering Unmasked Estep 
Score: -31330888.000000 Penalty: 6197.406738
	Iteration 24Q: 3 clusters Score -3.133089e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 252205 members 
Entering Unmasked Estep 
Score: -31331020.000000 Penalty: 6197.406738
	Iteration 25Q: 3 clusters Score -3.133102e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 253083 members 
Entering Unmasked Estep 
Score: -31331112.000000 Penalty: 6197.406738
	Iteration 26Q: 3 clusters Score -3.133111e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13111 members 
Mstep: Class 2 contains 253827 members 
Entering Unmasked Estep 
Score: -31331188.000000 Penalty: 6197.406738
	Iteration 27Q: 3 clusters Score -3.133119e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12414 members 
Mstep: Class 2 contains 254524 members 
Entering Unmasked Estep 
Score: -31331270.000000 Penalty: 6197.406738
	Iteration 28Q: 3 clusters Score -3.133127e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 255180 members 
Entering Unmasked Estep 
Score: -31331316.000000 Penalty: 6197.406738
	Iteration 29Q: 3 clusters Score -3.133132e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 255805 members 
Entering Unmasked Estep 
Score: -31331288.000000 Penalty: 6197.406738
	Iteration 30Q: 3 clusters Score -3.133129e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 256352 members 
Entering Unmasked Estep 
Score: -31331288.000000 Penalty: 6197.406738
	Iteration 31Q: 3 clusters Score -3.133129e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 256899 members 
Entering Unmasked Estep 
Score: -31331264.000000 Penalty: 6197.406738
	Iteration 32Q: 3 clusters Score -3.133126e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 257371 members 
Entering Unmasked Estep 
Score: -31331316.000000 Penalty: 6197.406738
	Iteration 33Q: 3 clusters Score -3.133132e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 257817 members 
Entering Unmasked Estep 
Score: -31331258.000000 Penalty: 6197.406738
	Iteration 34Q: 3 clusters Score -3.133126e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 258257 members 
Entering Unmasked Estep 
Score: -31331322.000000 Penalty: 6197.406738
	Iteration 35Q: 3 clusters Score -3.133132e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 258644 members 
Entering Unmasked Estep 
Score: -31331402.000000 Penalty: 6197.406738
	Iteration 36Q: 3 clusters Score -3.13314e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 258978 members 
Entering Unmasked Estep 
Score: -31331374.000000 Penalty: 6197.406738
	Iteration 37Q: 3 clusters Score -3.133137e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 259276 members 
Entering Unmasked Estep 
Score: -31331348.000000 Penalty: 6197.406738
	Iteration 38Q: 3 clusters Score -3.133135e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 259546 members 
Entering Unmasked Estep 
Score: -31331258.000000 Penalty: 6197.406738
	Iteration 39Q: 3 clusters Score -3.133126e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 259805 members 
Entering Unmasked Estep 
Score: -31331260.000000 Penalty: 6197.406738
	Iteration 40F: 3 clusters Score -3.133126e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6875 members 
Mstep: Class 2 contains 260063 members 
Entering Unmasked Estep 
Score: -31331266.000000 Penalty: 6197.406738
	Iteration 41Q: 3 clusters Score -3.133127e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 260287 members 
Entering Unmasked Estep 
Score: -31331226.000000 Penalty: 6197.406738
	Iteration 42Q: 3 clusters Score -3.133123e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 260513 members 
Entering Unmasked Estep 
Score: -31331156.000000 Penalty: 6197.406738
	Iteration 43Q: 3 clusters Score -3.133116e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 260720 members 
Entering Unmasked Estep 
Score: -31331138.000000 Penalty: 6197.406738
	Iteration 44Q: 3 clusters Score -3.133114e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 260925 members 
Entering Unmasked Estep 
Score: -31331120.000000 Penalty: 6197.406738
	Iteration 45Q: 3 clusters Score -3.133112e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 261102 members 
Entering Unmasked Estep 
Score: -31331124.000000 Penalty: 6197.406738
	Iteration 46Q: 3 clusters Score -3.133112e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 261267 members 
Entering Unmasked Estep 
Score: -31331120.000000 Penalty: 6197.406738
	Iteration 47Q: 3 clusters Score -3.133112e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 261411 members 
Entering Unmasked Estep 
Score: -31331110.000000 Penalty: 6197.406738
	Iteration 48Q: 3 clusters Score -3.133111e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 261566 members 
Entering Unmasked Estep 
Score: -31331100.000000 Penalty: 6197.406738
	Iteration 49Q: 3 clusters Score -3.13311e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 261714 members 
Entering Unmasked Estep 
Score: -31331146.000000 Penalty: 6197.406738
	Iteration 50Q: 3 clusters Score -3.133115e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 261848 members 
Entering Unmasked Estep 
Score: -31331116.000000 Penalty: 6197.406738
	Iteration 51Q: 3 clusters Score -3.133112e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 261995 members 
Entering Unmasked Estep 
Score: -31331156.000000 Penalty: 6197.406738
	Iteration 52Q: 3 clusters Score -3.133116e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 262116 members 
Entering Unmasked Estep 
Score: -31331148.000000 Penalty: 6197.406738
	Iteration 53Q: 3 clusters Score -3.133115e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 262241 members 
Entering Unmasked Estep 
Score: -31331168.000000 Penalty: 6197.406738
	Iteration 54Q: 3 clusters Score -3.133117e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 262361 members 
Entering Unmasked Estep 
Score: -31331178.000000 Penalty: 6197.406738
	Iteration 55Q: 3 clusters Score -3.133118e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 262480 members 
Entering Unmasked Estep 
Score: -31331192.000000 Penalty: 6197.406738
	Iteration 56Q: 3 clusters Score -3.133119e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 262596 members 
Entering Unmasked Estep 
Score: -31331248.000000 Penalty: 6197.406738
	Iteration 57Q: 3 clusters Score -3.133125e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 262702 members 
Entering Unmasked Estep 
Score: -31331224.000000 Penalty: 6197.406738
	Iteration 58Q: 3 clusters Score -3.133122e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 262798 members 
Entering Unmasked Estep 
Score: -31331200.000000 Penalty: 6197.406738
	Iteration 59Q: 3 clusters Score -3.13312e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 262884 members 
Entering Unmasked Estep 
Score: -31331204.000000 Penalty: 6197.406738
	Iteration 60F: 3 clusters Score -3.13312e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 262961 members 
Entering Unmasked Estep 
Score: -31331180.000000 Penalty: 6197.406738
	Iteration 61Q: 3 clusters Score -3.133118e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 263027 members 
Entering Unmasked Estep 
Score: -31331164.000000 Penalty: 6197.406738
	Iteration 62Q: 3 clusters Score -3.133116e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 263083 members 
Entering Unmasked Estep 
Score: -31331130.000000 Penalty: 6197.406738
	Iteration 63Q: 3 clusters Score -3.133113e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 263127 members 
Entering Unmasked Estep 
Score: -31331172.000000 Penalty: 6197.406738
	Iteration 64Q: 3 clusters Score -3.133117e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 263169 members 
Entering Unmasked Estep 
Score: -31331202.000000 Penalty: 6197.406738
	Iteration 65Q: 3 clusters Score -3.13312e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 263223 members 
Entering Unmasked Estep 
Score: -31331210.000000 Penalty: 6197.406738
	Iteration 66Q: 3 clusters Score -3.133121e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 263263 members 
Entering Unmasked Estep 
Score: -31331226.000000 Penalty: 6197.406738
	Iteration 67Q: 3 clusters Score -3.133123e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 263300 members 
Entering Unmasked Estep 
Score: -31331190.000000 Penalty: 6197.406738
	Iteration 68Q: 3 clusters Score -3.133119e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 263335 members 
Entering Unmasked Estep 
Score: -31331192.000000 Penalty: 6197.406738
	Iteration 69Q: 3 clusters Score -3.133119e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 263369 members 
Entering Unmasked Estep 
Score: -31331202.000000 Penalty: 6197.406738
	Iteration 70Q: 3 clusters Score -3.13312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 263388 members 
Entering Unmasked Estep 
Score: -31331212.000000 Penalty: 6197.406738
	Iteration 71Q: 3 clusters Score -3.133121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 263405 members 
Entering Unmasked Estep 
Score: -31331206.000000 Penalty: 6197.406738
	Iteration 72Q: 3 clusters Score -3.133121e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 263423 members 
Entering Unmasked Estep 
Score: -31331204.000000 Penalty: 6197.406738
	Iteration 73Q: 3 clusters Score -3.13312e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 263440 members 
Entering Unmasked Estep 
Score: -31331234.000000 Penalty: 6197.406738
	Iteration 74Q: 3 clusters Score -3.133123e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3480 members 
Mstep: Class 2 contains 263458 members 
Entering Unmasked Estep 
Score: -31331198.000000 Penalty: 6197.406738
	Iteration 75Q: 3 clusters Score -3.13312e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 263470 members 
Entering Unmasked Estep 
Score: -31331210.000000 Penalty: 6197.406738
	Iteration 76Q: 3 clusters Score -3.133121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 263484 members 
Entering Unmasked Estep 
Score: -31331208.000000 Penalty: 6197.406738
	Iteration 77Q: 3 clusters Score -3.133121e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 263497 members 
Entering Unmasked Estep 
Score: -31331210.000000 Penalty: 6197.406738
	Iteration 78Q: 3 clusters Score -3.133121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 263509 members 
Entering Unmasked Estep 
Score: -31331210.000000 Penalty: 6197.406738
	Iteration 79Q: 3 clusters Score -3.133121e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 263519 members 
Entering Unmasked Estep 
Score: -31331198.000000 Penalty: 6197.406738
	Iteration 80F: 3 clusters Score -3.13312e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 263529 members 
Entering Unmasked Estep 
Score: -31331206.000000 Penalty: 6197.406738
	Iteration 81Q: 3 clusters Score -3.133121e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 263540 members 
Entering Unmasked Estep 
Score: -31331156.000000 Penalty: 6197.406738
	Iteration 82Q: 3 clusters Score -3.133116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 263549 members 
Entering Unmasked Estep 
Score: -31331188.000000 Penalty: 6197.406738
	Iteration 83Q: 3 clusters Score -3.133119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 263558 members 
Entering Unmasked Estep 
Score: -31331174.000000 Penalty: 6197.406738
	Iteration 84Q: 3 clusters Score -3.133117e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 263566 members 
Entering Unmasked Estep 
Score: -31331178.000000 Penalty: 6197.406738
	Iteration 85Q: 3 clusters Score -3.133118e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 263571 members 
Entering Unmasked Estep 
Score: -31331180.000000 Penalty: 6197.406738
	Iteration 86Q: 3 clusters Score -3.133118e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 263579 members 
Entering Unmasked Estep 
Score: -31331186.000000 Penalty: 6197.406738
	Iteration 87Q: 3 clusters Score -3.133119e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 263588 members 
Entering Unmasked Estep 
Score: -31331200.000000 Penalty: 6197.406738
	Iteration 88Q: 3 clusters Score -3.13312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 263601 members 
Entering Unmasked Estep 
Score: -31331220.000000 Penalty: 6197.406738
	Iteration 89Q: 3 clusters Score -3.133122e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 263608 members 
Entering Unmasked Estep 
Score: -31331198.000000 Penalty: 6197.406738
	Iteration 90Q: 3 clusters Score -3.13312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 263610 members 
Entering Unmasked Estep 
Score: -31331202.000000 Penalty: 6197.406738
	Iteration 91Q: 3 clusters Score -3.13312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 263612 members 
Entering Unmasked Estep 
Score: -31331206.000000 Penalty: 6197.406738
	Iteration 92Q: 3 clusters Score -3.133121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 263619 members 
Entering Unmasked Estep 
Score: -31331222.000000 Penalty: 6197.406738
	Iteration 93Q: 3 clusters Score -3.133122e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3314 members 
Mstep: Class 2 contains 263624 members 
Entering Unmasked Estep 
Score: -31331220.000000 Penalty: 6197.406738
	Iteration 94Q: 3 clusters Score -3.133122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 263627 members 
Entering Unmasked Estep 
Score: -31331220.000000 Penalty: 6197.406738
	Iteration 95Q: 3 clusters Score -3.133122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 263630 members 
Entering Unmasked Estep 
Score: -31331204.000000 Penalty: 6197.406738
	Iteration 96Q: 3 clusters Score -3.13312e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 263630 members 
Entering Unmasked Estep 
Score: -31331218.000000 Penalty: 6197.406738
	Iteration 97Q: 3 clusters Score -3.133122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 263630 members 
Entering Unmasked Estep 
Score: -31331218.000000 Penalty: 6197.406738
	Iteration 98F: 3 clusters Score -3.133122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -148703.968750 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -148704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -146157.656250 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -146157.7 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -146585.015625 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -146585 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -146755.984375 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -146756 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -146880.531250 Penalty: 3737.771973
	Iteration 3F: 3 clusters Score -146880.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -146979.453125 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -146979.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -147038.031250 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -147038 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -147070.343750 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -147070.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -147104.015625 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -147104 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -147127.406250 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -147127.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -147149.453125 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -147149.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -147166.234375 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -147166.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147184.609375 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -147184.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147196.968750 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -147197 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147207.312500 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -147207.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -147223.500000 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -147223.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -147230.375000 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -147230.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -147235.796875 Penalty: 3737.771973
	Iteration 16Q: 3 clusters Score -147235.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147241.765625 Penalty: 3737.771973
	Iteration 17Q: 3 clusters Score -147241.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -147250.484375 Penalty: 3737.771973
	Iteration 18Q: 3 clusters Score -147250.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -147258.484375 Penalty: 3737.771973
	Iteration 19Q: 3 clusters Score -147258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -147262.890625 Penalty: 3737.771973
	Iteration 20F: 3 clusters Score -147262.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -147270.265625 Penalty: 3737.771973
	Iteration 21Q: 3 clusters Score -147270.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -147285.062500 Penalty: 3737.771973
	Iteration 22Q: 3 clusters Score -147285.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -147300.359375 Penalty: 3737.771973
	Iteration 23Q: 3 clusters Score -147300.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -147312.890625 Penalty: 3737.771973
	Iteration 24Q: 3 clusters Score -147312.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -147319.000000 Penalty: 3737.771973
	Iteration 25Q: 3 clusters Score -147319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -147320.890625 Penalty: 3737.771973
	Iteration 26Q: 3 clusters Score -147320.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147322.875000 Penalty: 3737.771973
	Iteration 27Q: 3 clusters Score -147322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147325.937500 Penalty: 3737.771973
	Iteration 28Q: 3 clusters Score -147325.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -147328.171875 Penalty: 3737.771973
	Iteration 29Q: 3 clusters Score -147328.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -147329.562500 Penalty: 3737.771973
	Iteration 30Q: 3 clusters Score -147329.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -147331.234375 Penalty: 3737.771973
	Iteration 31Q: 3 clusters Score -147331.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -147331.921875 Penalty: 3737.771973
	Iteration 32Q: 3 clusters Score -147331.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -147331.921875 Penalty: 3737.771973
	Iteration 33F: 3 clusters Score -147331.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (17057 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Entering Unmasked Estep 
Score: -2046673.750000 Penalty: 2416.590332
	Iteration 0F: 2 clusters Score -2046674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -2034534.750000 Penalty: 4833.180664
	Iteration 0F: 3 clusters Score -2034535 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2038542.000000 Penalty: 4833.180664
	Iteration 1F: 3 clusters Score -2038542 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8259 members 
Mstep: Class 2 contains 8798 members 
Entering Unmasked Estep 
Score: -2039030.750000 Penalty: 4833.180664
	Iteration 2F: 3 clusters Score -2039031 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2039435.250000 Penalty: 4833.180664
	Iteration 3F: 3 clusters Score -2039435 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -2039789.250000 Penalty: 4833.180664
	Iteration 4Q: 3 clusters Score -2039789 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -2040128.250000 Penalty: 4833.180664
	Iteration 5Q: 3 clusters Score -2040128 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -2040457.000000 Penalty: 4833.180664
	Iteration 6Q: 3 clusters Score -2040457 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -2040827.625000 Penalty: 4833.180664
	Iteration 7Q: 3 clusters Score -2040828 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -2041147.250000 Penalty: 4833.180664
	Iteration 8Q: 3 clusters Score -2041147 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 8705 members 
Entering Unmasked Estep 
Score: -2041491.125000 Penalty: 4833.180664
	Iteration 9Q: 3 clusters Score -2041491 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -2041874.250000 Penalty: 4833.180664
	Iteration 10Q: 3 clusters Score -2041874 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 8401 members 
Entering Unmasked Estep 
Score: -2042318.625000 Penalty: 4833.180664
	Iteration 11Q: 3 clusters Score -2042319 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -2042755.375000 Penalty: 4833.180664
	Iteration 12Q: 3 clusters Score -2042755 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -2043039.375000 Penalty: 4833.180664
	Iteration 13Q: 3 clusters Score -2043039 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2043207.125000 Penalty: 4833.180664
	Iteration 14Q: 3 clusters Score -2043207 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -2043283.500000 Penalty: 4833.180664
	Iteration 15Q: 3 clusters Score -2043284 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -2043332.250000 Penalty: 4833.180664
	Iteration 16Q: 3 clusters Score -2043332 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -2043372.125000 Penalty: 4833.180664
	Iteration 17Q: 3 clusters Score -2043372 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -2043398.125000 Penalty: 4833.180664
	Iteration 18Q: 3 clusters Score -2043398 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -2043437.000000 Penalty: 4833.180664
	Iteration 19Q: 3 clusters Score -2043437 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -2043470.125000 Penalty: 4833.180664
	Iteration 20F: 3 clusters Score -2043470 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -2043505.250000 Penalty: 4833.180664
	Iteration 21Q: 3 clusters Score -2043505 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -2043543.375000 Penalty: 4833.180664
	Iteration 22Q: 3 clusters Score -2043543 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2043563.500000 Penalty: 4833.180664
	Iteration 23Q: 3 clusters Score -2043564 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2043601.250000 Penalty: 4833.180664
	Iteration 24Q: 3 clusters Score -2043601 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 6336 members 
Entering Unmasked Estep 
Score: -2043627.000000 Penalty: 4833.180664
	Iteration 25Q: 3 clusters Score -2043627 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2043645.875000 Penalty: 4833.180664
	Iteration 26Q: 3 clusters Score -2043646 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2043668.875000 Penalty: 4833.180664
	Iteration 27Q: 3 clusters Score -2043669 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -2043691.125000 Penalty: 4833.180664
	Iteration 28Q: 3 clusters Score -2043691 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11125 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -2043705.250000 Penalty: 4833.180664
	Iteration 29Q: 3 clusters Score -2043705 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2043731.750000 Penalty: 4833.180664
	Iteration 30Q: 3 clusters Score -2043732 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11332 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2043756.625000 Penalty: 4833.180664
	Iteration 31Q: 3 clusters Score -2043757 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -2043792.750000 Penalty: 4833.180664
	Iteration 32Q: 3 clusters Score -2043793 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -2043811.375000 Penalty: 4833.180664
	Iteration 33Q: 3 clusters Score -2043811 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11623 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -2043833.375000 Penalty: 4833.180664
	Iteration 34Q: 3 clusters Score -2043833 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11730 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -2043865.500000 Penalty: 4833.180664
	Iteration 35Q: 3 clusters Score -2043866 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2043897.625000 Penalty: 4833.180664
	Iteration 36Q: 3 clusters Score -2043898 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -2043918.250000 Penalty: 4833.180664
	Iteration 37Q: 3 clusters Score -2043918 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2043940.125000 Penalty: 4833.180664
	Iteration 38Q: 3 clusters Score -2043940 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -2043969.250000 Penalty: 4833.180664
	Iteration 39Q: 3 clusters Score -2043969 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -2044000.750000 Penalty: 4833.180664
	Iteration 40F: 3 clusters Score -2044001 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -2044027.000000 Penalty: 4833.180664
	Iteration 41Q: 3 clusters Score -2044027 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -2044056.125000 Penalty: 4833.180664
	Iteration 42Q: 3 clusters Score -2044056 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -2044087.750000 Penalty: 4833.180664
	Iteration 43Q: 3 clusters Score -2044088 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -2044111.625000 Penalty: 4833.180664
	Iteration 44Q: 3 clusters Score -2044112 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12819 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -2044135.625000 Penalty: 4833.180664
	Iteration 45Q: 3 clusters Score -2044136 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2044165.625000 Penalty: 4833.180664
	Iteration 46Q: 3 clusters Score -2044166 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12988 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -2044186.000000 Penalty: 4833.180664
	Iteration 47Q: 3 clusters Score -2044186 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -2044203.375000 Penalty: 4833.180664
	Iteration 48Q: 3 clusters Score -2044203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13133 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -2044215.875000 Penalty: 4833.180664
	Iteration 49Q: 3 clusters Score -2044216 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2044232.375000 Penalty: 4833.180664
	Iteration 50Q: 3 clusters Score -2044232 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -2044252.125000 Penalty: 4833.180664
	Iteration 51Q: 3 clusters Score -2044252 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -2044268.125000 Penalty: 4833.180664
	Iteration 52Q: 3 clusters Score -2044268 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2044275.875000 Penalty: 4833.180664
	Iteration 53Q: 3 clusters Score -2044276 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -2044294.000000 Penalty: 4833.180664
	Iteration 54Q: 3 clusters Score -2044294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2044307.250000 Penalty: 4833.180664
	Iteration 55Q: 3 clusters Score -2044307 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -2044313.000000 Penalty: 4833.180664
	Iteration 56Q: 3 clusters Score -2044313 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -2044334.500000 Penalty: 4833.180664
	Iteration 57Q: 3 clusters Score -2044334 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -2044344.125000 Penalty: 4833.180664
	Iteration 58Q: 3 clusters Score -2044344 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -2044369.000000 Penalty: 4833.180664
	Iteration 59Q: 3 clusters Score -2044369 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -2044387.000000 Penalty: 4833.180664
	Iteration 60F: 3 clusters Score -2044387 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2044425.000000 Penalty: 4833.180664
	Iteration 61Q: 3 clusters Score -2044425 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14037 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2044469.250000 Penalty: 4833.180664
	Iteration 62Q: 3 clusters Score -2044469 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2044502.750000 Penalty: 4833.180664
	Iteration 63Q: 3 clusters Score -2044503 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2044529.125000 Penalty: 4833.180664
	Iteration 64Q: 3 clusters Score -2044529 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -2044540.875000 Penalty: 4833.180664
	Iteration 65Q: 3 clusters Score -2044541 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14306 members 
Mstep: Class 2 contains 2751 members 
Entering Unmasked Estep 
Score: -2044558.750000 Penalty: 4833.180664
	Iteration 66Q: 3 clusters Score -2044559 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -2044572.750000 Penalty: 4833.180664
	Iteration 67Q: 3 clusters Score -2044573 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -2044580.750000 Penalty: 4833.180664
	Iteration 68Q: 3 clusters Score -2044581 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14451 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -2044590.250000 Penalty: 4833.180664
	Iteration 69Q: 3 clusters Score -2044590 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14481 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -2044598.000000 Penalty: 4833.180664
	Iteration 70Q: 3 clusters Score -2044598 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -2044605.500000 Penalty: 4833.180664
	Iteration 71Q: 3 clusters Score -2044606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -2044610.625000 Penalty: 4833.180664
	Iteration 72Q: 3 clusters Score -2044611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -2044616.750000 Penalty: 4833.180664
	Iteration 73Q: 3 clusters Score -2044617 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2044622.875000 Penalty: 4833.180664
	Iteration 74Q: 3 clusters Score -2044623 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2044629.500000 Penalty: 4833.180664
	Iteration 75Q: 3 clusters Score -2044630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14625 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2044634.625000 Penalty: 4833.180664
	Iteration 76Q: 3 clusters Score -2044635 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14644 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -2044635.000000 Penalty: 4833.180664
	Iteration 77Q: 3 clusters Score -2044635 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -2044640.625000 Penalty: 4833.180664
	Iteration 78Q: 3 clusters Score -2044641 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2044644.250000 Penalty: 4833.180664
	Iteration 79Q: 3 clusters Score -2044644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2044645.000000 Penalty: 4833.180664
	Iteration 80F: 3 clusters Score -2044645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2044643.875000 Penalty: 4833.180664
	Iteration 81Q: 3 clusters Score -2044644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -2044646.000000 Penalty: 4833.180664
	Iteration 82Q: 3 clusters Score -2044646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2044649.125000 Penalty: 4833.180664
	Iteration 83Q: 3 clusters Score -2044649 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2044646.875000 Penalty: 4833.180664
	Iteration 84Q: 3 clusters Score -2044647 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2044649.500000 Penalty: 4833.180664
	Iteration 85Q: 3 clusters Score -2044650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -2044655.875000 Penalty: 4833.180664
	Iteration 86Q: 3 clusters Score -2044656 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14733 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -2044654.375000 Penalty: 4833.180664
	Iteration 87Q: 3 clusters Score -2044654 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14746 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -2044662.125000 Penalty: 4833.180664
	Iteration 88Q: 3 clusters Score -2044662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2044662.500000 Penalty: 4833.180664
	Iteration 89Q: 3 clusters Score -2044662 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2044666.125000 Penalty: 4833.180664
	Iteration 90Q: 3 clusters Score -2044666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -2044670.250000 Penalty: 4833.180664
	Iteration 91Q: 3 clusters Score -2044670 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -2044667.875000 Penalty: 4833.180664
	Iteration 92Q: 3 clusters Score -2044668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2044666.000000 Penalty: 4833.180664
	Iteration 93Q: 3 clusters Score -2044666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2044667.125000 Penalty: 4833.180664
	Iteration 94Q: 3 clusters Score -2044667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -2044669.750000 Penalty: 4833.180664
	Iteration 95Q: 3 clusters Score -2044670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -2044669.375000 Penalty: 4833.180664
	Iteration 96Q: 3 clusters Score -2044669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -2044671.375000 Penalty: 4833.180664
	Iteration 97Q: 3 clusters Score -2044671 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14808 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -2044668.875000 Penalty: 4833.180664
	Iteration 98Q: 3 clusters Score -2044669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -2044671.375000 Penalty: 4833.180664
	Iteration 99Q: 3 clusters Score -2044671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2044671.750000 Penalty: 4833.180664
	Iteration 100F: 3 clusters Score -2044672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -2044671.125000 Penalty: 4833.180664
	Iteration 101Q: 3 clusters Score -2044671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2044668.375000 Penalty: 4833.180664
	Iteration 102Q: 3 clusters Score -2044668 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2044673.000000 Penalty: 4833.180664
	Iteration 103Q: 3 clusters Score -2044673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -2044676.625000 Penalty: 4833.180664
	Iteration 104Q: 3 clusters Score -2044677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2044678.125000 Penalty: 4833.180664
	Iteration 105Q: 3 clusters Score -2044678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -2044681.000000 Penalty: 4833.180664
	Iteration 106Q: 3 clusters Score -2044681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -2044680.625000 Penalty: 4833.180664
	Iteration 107Q: 3 clusters Score -2044681 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2044682.125000 Penalty: 4833.180664
	Iteration 108Q: 3 clusters Score -2044682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2044685.250000 Penalty: 4833.180664
	Iteration 109Q: 3 clusters Score -2044685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14863 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -2044684.500000 Penalty: 4833.180664
	Iteration 110Q: 3 clusters Score -2044684 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -2044683.375000 Penalty: 4833.180664
	Iteration 111Q: 3 clusters Score -2044683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -2044682.250000 Penalty: 4833.180664
	Iteration 112Q: 3 clusters Score -2044682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -2044684.250000 Penalty: 4833.180664
	Iteration 113Q: 3 clusters Score -2044684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2044685.750000 Penalty: 4833.180664
	Iteration 114Q: 3 clusters Score -2044686 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2044687.500000 Penalty: 4833.180664
	Iteration 115Q: 3 clusters Score -2044688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2044687.500000 Penalty: 4833.180664
	Iteration 116F: 3 clusters Score -2044688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -166854.546875 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -166854.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -164252.375000 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -164252.4 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -164743.578125 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -164743.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -164894.812500 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -164894.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -165018.265625 Penalty: 3776.943359
	Iteration 3F: 3 clusters Score -165018.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -165101.390625 Penalty: 3776.943359
	Iteration 4Q: 3 clusters Score -165101.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -165169.468750 Penalty: 3776.943359
	Iteration 5Q: 3 clusters Score -165169.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -165214.125000 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -165214.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -165240.328125 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -165240.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -165275.046875 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -165275 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -165312.234375 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -165312.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -165340.406250 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -165340.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -165361.078125 Penalty: 3776.943359
	Iteration 11Q: 3 clusters Score -165361.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -165368.109375 Penalty: 3776.943359
	Iteration 12Q: 3 clusters Score -165368.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -165372.312500 Penalty: 3776.943359
	Iteration 13Q: 3 clusters Score -165372.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -165377.718750 Penalty: 3776.943359
	Iteration 14Q: 3 clusters Score -165377.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -165381.000000 Penalty: 3776.943359
	Iteration 15Q: 3 clusters Score -165381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -165385.046875 Penalty: 3776.943359
	Iteration 16Q: 3 clusters Score -165385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -165385.656250 Penalty: 3776.943359
	Iteration 17Q: 3 clusters Score -165385.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -165385.656250 Penalty: 3776.943359
	Iteration 18F: 3 clusters Score -165385.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -260771.187500 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -260771.2 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 1258 members 
Entering Unmasked Estep 
Score: -257866.718750 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -257866.7 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -258487.703125 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -258487.7 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -258638.828125 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -258638.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -258740.796875 Penalty: 3880.925049
	Iteration 3Q: 3 clusters Score -258740.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -258806.625000 Penalty: 3880.925049
	Iteration 4Q: 3 clusters Score -258806.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -258865.203125 Penalty: 3880.925049
	Iteration 5Q: 3 clusters Score -258865.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -258916.031250 Penalty: 3880.925049
	Iteration 6Q: 3 clusters Score -258916 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -258955.687500 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -258955.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -258980.921875 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -258980.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -258998.062500 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -258998.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -259011.046875 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -259011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -259032.328125 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -259032.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -259053.062500 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -259053.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -259076.515625 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -259076.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -259105.359375 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -259105.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -259136.093750 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -259136.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -259165.312500 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -259165.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -259185.062500 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -259185.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -259202.250000 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -259202.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -259218.750000 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -259218.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -259232.250000 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -259232.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -259245.015625 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -259245 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -259256.796875 Penalty: 3880.925049
	Iteration 22Q: 3 clusters Score -259256.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -259268.359375 Penalty: 3880.925049
	Iteration 23Q: 3 clusters Score -259268.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -259279.328125 Penalty: 3880.925049
	Iteration 24Q: 3 clusters Score -259279.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -259284.656250 Penalty: 3880.925049
	Iteration 25Q: 3 clusters Score -259284.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -259290.765625 Penalty: 3880.925049
	Iteration 26Q: 3 clusters Score -259290.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -259294.781250 Penalty: 3880.925049
	Iteration 27Q: 3 clusters Score -259294.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -259298.109375 Penalty: 3880.925049
	Iteration 28Q: 3 clusters Score -259298.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -259302.281250 Penalty: 3880.925049
	Iteration 29Q: 3 clusters Score -259302.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -259305.359375 Penalty: 3880.925049
	Iteration 30Q: 3 clusters Score -259305.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -259308.453125 Penalty: 3880.925049
	Iteration 31Q: 3 clusters Score -259308.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -259310.453125 Penalty: 3880.925049
	Iteration 32Q: 3 clusters Score -259310.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -259313.046875 Penalty: 3880.925049
	Iteration 33Q: 3 clusters Score -259313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -259316.703125 Penalty: 3880.925049
	Iteration 34Q: 3 clusters Score -259316.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -259319.906250 Penalty: 3880.925049
	Iteration 35Q: 3 clusters Score -259319.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -259323.125000 Penalty: 3880.925049
	Iteration 36Q: 3 clusters Score -259323.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -259323.843750 Penalty: 3880.925049
	Iteration 37Q: 3 clusters Score -259323.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -259323.843750 Penalty: 3880.925049
	Iteration 38F: 3 clusters Score -259323.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Entering Unmasked Estep 
Score: -175643.328125 Penalty: 1837.014771
	Iteration 0F: 2 clusters Score -175643.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -173226.109375 Penalty: 3674.029541
	Iteration 0F: 3 clusters Score -173226.1 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -173653.859375 Penalty: 3674.029541
	Iteration 1F: 3 clusters Score -173653.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -173797.093750 Penalty: 3674.029541
	Iteration 2F: 3 clusters Score -173797.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -173886.781250 Penalty: 3674.029541
	Iteration 3Q: 3 clusters Score -173886.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -173968.765625 Penalty: 3674.029541
	Iteration 4Q: 3 clusters Score -173968.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -174070.093750 Penalty: 3674.029541
	Iteration 5Q: 3 clusters Score -174070.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -174142.562500 Penalty: 3674.029541
	Iteration 6Q: 3 clusters Score -174142.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -174216.187500 Penalty: 3674.029541
	Iteration 7Q: 3 clusters Score -174216.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -174296.781250 Penalty: 3674.029541
	Iteration 8Q: 3 clusters Score -174296.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -174369.859375 Penalty: 3674.029541
	Iteration 9Q: 3 clusters Score -174369.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -174457.718750 Penalty: 3674.029541
	Iteration 10Q: 3 clusters Score -174457.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -174593.234375 Penalty: 3674.029541
	Iteration 11Q: 3 clusters Score -174593.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -174813.250000 Penalty: 3674.029541
	Iteration 12Q: 3 clusters Score -174813.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -175004.828125 Penalty: 3674.029541
	Iteration 13Q: 3 clusters Score -175004.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -175080.125000 Penalty: 3674.029541
	Iteration 14Q: 3 clusters Score -175080.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -175156.171875 Penalty: 3674.029541
	Iteration 15Q: 3 clusters Score -175156.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -175213.750000 Penalty: 3674.029541
	Iteration 16Q: 3 clusters Score -175213.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -175338.656250 Penalty: 3674.029541
	Iteration 17Q: 3 clusters Score -175338.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -175508.250000 Penalty: 3674.029541
	Iteration 18Q: 3 clusters Score -175508.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -175589.812500 Penalty: 3674.029541
	Iteration 19Q: 3 clusters Score -175589.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -175629.906250 Penalty: 3674.029541
	Iteration 20F: 3 clusters Score -175629.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -175653.078125 Penalty: 3674.029541
	Iteration 21Q: 3 clusters Score -175653.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -175665.531250 Penalty: 3674.029541
	Iteration 22Q: 3 clusters Score -175665.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -175672.703125 Penalty: 3674.029541
	Iteration 23Q: 3 clusters Score -175672.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -175678.375000 Penalty: 3674.029541
	Iteration 24Q: 3 clusters Score -175678.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -175681.046875 Penalty: 3674.029541
	Iteration 25Q: 3 clusters Score -175681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -175681.515625 Penalty: 3674.029541
	Iteration 26Q: 3 clusters Score -175681.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -175682.765625 Penalty: 3674.029541
	Iteration 27Q: 3 clusters Score -175682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -175682.765625 Penalty: 3674.029541
	Iteration 28F: 3 clusters Score -175682.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11250 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311757 members 
Mstep: Class 6 contains 20572 members 
Mstep: Class 7 contains 10262 members 
Mstep: Class 8 contains 23880 members 
Mstep: Class 9 contains 7178 members 
Mstep: Class 10 contains 80683 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 41124 members 
Mstep: Class 13 contains 34499 members 
Mstep: Class 14 contains 27984 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13414 members 
Mstep: Class 18 contains 41315 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 19386 members 
Mstep: Class 21 contains 101190 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22915 members 
Mstep: Class 25 contains 266938 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17057 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 1079 members 
Mstep: Class 31 contains 301945 members 
Mstep: Class 32 contains 569 members 
Entering Unmasked Estep 
Score: -161534560.000000 Penalty: 112415.234375
Splitting cluster 30 changes total score from -161536224.000000 to -161534560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 31 (301945 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301945 members 
Entering Unmasked Estep 
Score: -35512760.000000 Penalty: 3129.263916
	Iteration 0F: 2 clusters Score -3.551276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151029 members 
Mstep: Class 2 contains 150916 members 
Entering Unmasked Estep 
Score: -35316316.000000 Penalty: 6258.527832
	Iteration 0F: 3 clusters Score -3.531632e+07 nChanged 146622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148611 members 
Mstep: Class 2 contains 153334 members 
Entering Unmasked Estep 
Score: -35403884.000000 Penalty: 6258.527832
	Iteration 1F: 3 clusters Score -3.540388e+07 nChanged 7648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147237 members 
Mstep: Class 2 contains 154708 members 
Entering Unmasked Estep 
Score: -35405236.000000 Penalty: 6258.527832
	Iteration 2Q: 3 clusters Score -3.540524e+07 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145019 members 
Mstep: Class 2 contains 156926 members 
Entering Unmasked Estep 
Score: -35406936.000000 Penalty: 6258.527832
	Iteration 3Q: 3 clusters Score -3.540694e+07 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141687 members 
Mstep: Class 2 contains 160258 members 
Entering Unmasked Estep 
Score: -35409092.000000 Penalty: 6258.527832
	Iteration 4Q: 3 clusters Score -3.540909e+07 nChanged 10244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136941 members 
Mstep: Class 2 contains 165004 members 
Entering Unmasked Estep 
Score: -35411792.000000 Penalty: 6258.527832
	Iteration 5Q: 3 clusters Score -3.541179e+07 nChanged 11521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130152 members 
Mstep: Class 2 contains 171793 members 
Entering Unmasked Estep 
Score: -35415032.000000 Penalty: 6258.527832
	Iteration 6Q: 3 clusters Score -3.541503e+07 nChanged 13152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121014 members 
Mstep: Class 2 contains 180931 members 
Entering Unmasked Estep 
Score: -35419656.000000 Penalty: 6258.527832
	Iteration 7Q: 3 clusters Score -3.541966e+07 nChanged 15317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108817 members 
Mstep: Class 2 contains 193128 members 
Entering Unmasked Estep 
Score: -35426356.000000 Penalty: 6258.527832
	Iteration 8F: 3 clusters Score -3.542636e+07 nChanged 17400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93739 members 
Mstep: Class 2 contains 208206 members 
Entering Unmasked Estep 
Score: -35436156.000000 Penalty: 6258.527832
	Iteration 9F: 3 clusters Score -3.543616e+07 nChanged 18366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76937 members 
Mstep: Class 2 contains 225008 members 
Entering Unmasked Estep 
Score: -35448740.000000 Penalty: 6258.527832
	Iteration 10F: 3 clusters Score -3.544874e+07 nChanged 17705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60202 members 
Mstep: Class 2 contains 241743 members 
Entering Unmasked Estep 
Score: -35462416.000000 Penalty: 6258.527832
	Iteration 11F: 3 clusters Score -3.546242e+07 nChanged 14952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45886 members 
Mstep: Class 2 contains 256059 members 
Entering Unmasked Estep 
Score: -35474936.000000 Penalty: 6258.527832
	Iteration 12Q: 3 clusters Score -3.547494e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35282 members 
Mstep: Class 2 contains 266663 members 
Entering Unmasked Estep 
Score: -35484636.000000 Penalty: 6258.527832
	Iteration 13Q: 3 clusters Score -3.548464e+07 nChanged 8011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 274168 members 
Entering Unmasked Estep 
Score: -35491360.000000 Penalty: 6258.527832
	Iteration 14Q: 3 clusters Score -3.549136e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22359 members 
Mstep: Class 2 contains 279586 members 
Entering Unmasked Estep 
Score: -35495804.000000 Penalty: 6258.527832
	Iteration 15Q: 3 clusters Score -3.54958e+07 nChanged 4472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 283936 members 
Entering Unmasked Estep 
Score: -35499120.000000 Penalty: 6258.527832
	Iteration 16Q: 3 clusters Score -3.549912e+07 nChanged 3632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 287556 members 
Entering Unmasked Estep 
Score: -35501832.000000 Penalty: 6258.527832
	Iteration 17Q: 3 clusters Score -3.550183e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 290643 members 
Entering Unmasked Estep 
Score: -35504108.000000 Penalty: 6258.527832
	Iteration 18Q: 3 clusters Score -3.550411e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 293234 members 
Entering Unmasked Estep 
Score: -35505836.000000 Penalty: 6258.527832
	Iteration 19Q: 3 clusters Score -3.550584e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 295362 members 
Entering Unmasked Estep 
Score: -35507324.000000 Penalty: 6258.527832
	Iteration 20F: 3 clusters Score -3.550732e+07 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 297133 members 
Entering Unmasked Estep 
Score: -35508504.000000 Penalty: 6258.527832
	Iteration 21Q: 3 clusters Score -3.55085e+07 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 298506 members 
Entering Unmasked Estep 
Score: -35508952.000000 Penalty: 6258.527832
	Iteration 22Q: 3 clusters Score -3.550895e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 299530 members 
Entering Unmasked Estep 
Score: -35509276.000000 Penalty: 6258.527832
	Iteration 23Q: 3 clusters Score -3.550928e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 300237 members 
Entering Unmasked Estep 
Score: -35509360.000000 Penalty: 6258.527832
	Iteration 24Q: 3 clusters Score -3.550936e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 300689 members 
Entering Unmasked Estep 
Score: -35509708.000000 Penalty: 6258.527832
	Iteration 25Q: 3 clusters Score -3.550971e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 300968 members 
Entering Unmasked Estep 
Score: -35509900.000000 Penalty: 6258.527832
	Iteration 26Q: 3 clusters Score -3.55099e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 301155 members 
Entering Unmasked Estep 
Score: -35509940.000000 Penalty: 6258.527832
	Iteration 27Q: 3 clusters Score -3.550994e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 301266 members 
Entering Unmasked Estep 
Score: -35509984.000000 Penalty: 6258.527832
	Iteration 28Q: 3 clusters Score -3.550998e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 301334 members 
Entering Unmasked Estep 
Score: -35510036.000000 Penalty: 6258.527832
	Iteration 29Q: 3 clusters Score -3.551004e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 301377 members 
Entering Unmasked Estep 
Score: -35510084.000000 Penalty: 6258.527832
	Iteration 30Q: 3 clusters Score -3.551008e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 301409 members 
Entering Unmasked Estep 
Score: -35510096.000000 Penalty: 6258.527832
	Iteration 31Q: 3 clusters Score -3.55101e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 301425 members 
Entering Unmasked Estep 
Score: -35510100.000000 Penalty: 6258.527832
	Iteration 32Q: 3 clusters Score -3.55101e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 301434 members 
Entering Unmasked Estep 
Score: -35510112.000000 Penalty: 6258.527832
	Iteration 33Q: 3 clusters Score -3.551011e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 301442 members 
Entering Unmasked Estep 
Score: -35510120.000000 Penalty: 6258.527832
	Iteration 34Q: 3 clusters Score -3.551012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 301450 members 
Entering Unmasked Estep 
Score: -35510116.000000 Penalty: 6258.527832
	Iteration 35Q: 3 clusters Score -3.551012e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 301456 members 
Entering Unmasked Estep 
Score: -35510112.000000 Penalty: 6258.527832
	Iteration 36Q: 3 clusters Score -3.551011e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 301461 members 
Entering Unmasked Estep 
Score: -35510120.000000 Penalty: 6258.527832
	Iteration 37Q: 3 clusters Score -3.551012e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 301464 members 
Entering Unmasked Estep 
Score: -35510136.000000 Penalty: 6258.527832
	Iteration 38Q: 3 clusters Score -3.551014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 301472 members 
Entering Unmasked Estep 
Score: -35510144.000000 Penalty: 6258.527832
	Iteration 39Q: 3 clusters Score -3.551014e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 301478 members 
Entering Unmasked Estep 
Score: -35510144.000000 Penalty: 6258.527832
	Iteration 40F: 3 clusters Score -3.551014e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 301485 members 
Entering Unmasked Estep 
Score: -35510152.000000 Penalty: 6258.527832
	Iteration 41Q: 3 clusters Score -3.551015e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 301492 members 
Entering Unmasked Estep 
Score: -35510144.000000 Penalty: 6258.527832
	Iteration 42Q: 3 clusters Score -3.551014e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 301494 members 
Entering Unmasked Estep 
Score: -35510164.000000 Penalty: 6258.527832
	Iteration 43Q: 3 clusters Score -3.551016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 301495 members 
Entering Unmasked Estep 
Score: -35510164.000000 Penalty: 6258.527832
	Iteration 44Q: 3 clusters Score -3.551016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 301496 members 
Entering Unmasked Estep 
Score: -35510160.000000 Penalty: 6258.527832
	Iteration 45Q: 3 clusters Score -3.551016e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 301497 members 
Entering Unmasked Estep 
Score: -35510172.000000 Penalty: 6258.527832
	Iteration 46Q: 3 clusters Score -3.551017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 301499 members 
Entering Unmasked Estep 
Score: -35510160.000000 Penalty: 6258.527832
	Iteration 47Q: 3 clusters Score -3.551016e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 301500 members 
Entering Unmasked Estep 
Score: -35510172.000000 Penalty: 6258.527832
	Iteration 48Q: 3 clusters Score -3.551017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 301501 members 
Entering Unmasked Estep 
Score: -35510180.000000 Penalty: 6258.527832
	Iteration 49Q: 3 clusters Score -3.551018e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 301502 members 
Entering Unmasked Estep 
Score: -35510168.000000 Penalty: 6258.527832
	Iteration 50Q: 3 clusters Score -3.551017e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 301504 members 
Entering Unmasked Estep 
Score: -35510168.000000 Penalty: 6258.527832
	Iteration 51Q: 3 clusters Score -3.551017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 301507 members 
Entering Unmasked Estep 
Score: -35510184.000000 Penalty: 6258.527832
	Iteration 52Q: 3 clusters Score -3.551018e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 301508 members 
Entering Unmasked Estep 
Score: -35510200.000000 Penalty: 6258.527832
	Iteration 53Q: 3 clusters Score -3.55102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 301509 members 
Entering Unmasked Estep 
Score: -35510196.000000 Penalty: 6258.527832
	Iteration 54Q: 3 clusters Score -3.55102e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 301510 members 
Entering Unmasked Estep 
Score: -35510196.000000 Penalty: 6258.527832
	Iteration 55Q: 3 clusters Score -3.55102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 301510 members 
Entering Unmasked Estep 
Score: -35510196.000000 Penalty: 6258.527832
	Iteration 56F: 3 clusters Score -3.55102e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11250 members 
Mstep: Class 3 contains 14647 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311757 members 
Mstep: Class 6 contains 20572 members 
Mstep: Class 7 contains 10262 members 
Mstep: Class 8 contains 23880 members 
Mstep: Class 9 contains 7178 members 
Mstep: Class 10 contains 80683 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 41124 members 
Mstep: Class 13 contains 34499 members 
Mstep: Class 14 contains 27984 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13414 members 
Mstep: Class 18 contains 41315 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 19386 members 
Mstep: Class 21 contains 101190 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22915 members 
Mstep: Class 25 contains 266938 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17057 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2501 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301945 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161536512.000000 Penalty: 108902.257812
Iteration 359Q: 32 clusters Score -1.615365e+08 nChanged 2902
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11254 members 
Mstep: Class 3 contains 14628 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311750 members 
Mstep: Class 6 contains 20566 members 
Mstep: Class 7 contains 10200 members 
Mstep: Class 8 contains 24592 members 
Mstep: Class 9 contains 7164 members 
Mstep: Class 10 contains 80459 members 
Mstep: Class 11 contains 14081 members 
Mstep: Class 12 contains 41049 members 
Mstep: Class 13 contains 34501 members 
Mstep: Class 14 contains 27982 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13419 members 
Mstep: Class 18 contains 41146 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 19385 members 
Mstep: Class 21 contains 100719 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22916 members 
Mstep: Class 25 contains 267285 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17034 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161537008.000000 Penalty: 108902.257812
Iteration 360F: 32 clusters Score -1.61537e+08 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11256 members 
Mstep: Class 3 contains 14611 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311726 members 
Mstep: Class 6 contains 20557 members 
Mstep: Class 7 contains 10142 members 
Mstep: Class 8 contains 25414 members 
Mstep: Class 9 contains 7150 members 
Mstep: Class 10 contains 80160 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 40970 members 
Mstep: Class 13 contains 34500 members 
Mstep: Class 14 contains 27961 members 
Mstep: Class 15 contains 3584 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13419 members 
Mstep: Class 18 contains 40977 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 19388 members 
Mstep: Class 21 contains 100239 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22918 members 
Mstep: Class 25 contains 267694 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17016 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2497 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161537712.000000 Penalty: 108902.257812
Iteration 361Q: 32 clusters Score -1.615377e+08 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11253 members 
Mstep: Class 3 contains 14600 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311706 members 
Mstep: Class 6 contains 20545 members 
Mstep: Class 7 contains 10086 members 
Mstep: Class 8 contains 26231 members 
Mstep: Class 9 contains 7130 members 
Mstep: Class 10 contains 79864 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 40911 members 
Mstep: Class 13 contains 34500 members 
Mstep: Class 14 contains 27935 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13419 members 
Mstep: Class 18 contains 40796 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 19388 members 
Mstep: Class 21 contains 99784 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22919 members 
Mstep: Class 25 contains 268076 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 17001 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161538288.000000 Penalty: 108902.257812
Iteration 362Q: 32 clusters Score -1.615383e+08 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11248 members 
Mstep: Class 3 contains 14579 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311757 members 
Mstep: Class 6 contains 20534 members 
Mstep: Class 7 contains 10031 members 
Mstep: Class 8 contains 27118 members 
Mstep: Class 9 contains 7120 members 
Mstep: Class 10 contains 79586 members 
Mstep: Class 11 contains 14080 members 
Mstep: Class 12 contains 40853 members 
Mstep: Class 13 contains 34504 members 
Mstep: Class 14 contains 27908 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13421 members 
Mstep: Class 18 contains 40620 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 19388 members 
Mstep: Class 21 contains 99330 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22919 members 
Mstep: Class 25 contains 268407 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16987 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2496 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301696 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161538720.000000 Penalty: 108902.257812
Iteration 363Q: 32 clusters Score -1.615387e+08 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 14562 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311705 members 
Mstep: Class 6 contains 20536 members 
Mstep: Class 7 contains 9980 members 
Mstep: Class 8 contains 28010 members 
Mstep: Class 9 contains 7122 members 
Mstep: Class 10 contains 79270 members 
Mstep: Class 11 contains 14077 members 
Mstep: Class 12 contains 40805 members 
Mstep: Class 13 contains 34503 members 
Mstep: Class 14 contains 27865 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13426 members 
Mstep: Class 18 contains 40463 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 19388 members 
Mstep: Class 21 contains 98901 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 481 members 
Mstep: Class 24 contains 22919 members 
Mstep: Class 25 contains 268717 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16972 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2494 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161539264.000000 Penalty: 108902.257812
Iteration 364Q: 32 clusters Score -1.615393e+08 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 14551 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311723 members 
Mstep: Class 6 contains 20538 members 
Mstep: Class 7 contains 9924 members 
Mstep: Class 8 contains 28911 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 78965 members 
Mstep: Class 11 contains 14077 members 
Mstep: Class 12 contains 40742 members 
Mstep: Class 13 contains 34504 members 
Mstep: Class 14 contains 27827 members 
Mstep: Class 15 contains 3585 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13414 members 
Mstep: Class 18 contains 40282 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 19387 members 
Mstep: Class 21 contains 98468 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 482 members 
Mstep: Class 24 contains 22918 members 
Mstep: Class 25 contains 268990 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16957 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161539488.000000 Penalty: 108902.257812
Iteration 365Q: 32 clusters Score -1.615395e+08 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11244 members 
Mstep: Class 3 contains 14534 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311699 members 
Mstep: Class 6 contains 20532 members 
Mstep: Class 7 contains 9864 members 
Mstep: Class 8 contains 29813 members 
Mstep: Class 9 contains 7117 members 
Mstep: Class 10 contains 78650 members 
Mstep: Class 11 contains 14077 members 
Mstep: Class 12 contains 40699 members 
Mstep: Class 13 contains 34508 members 
Mstep: Class 14 contains 27787 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13416 members 
Mstep: Class 18 contains 40099 members 
Mstep: Class 19 contains 12097 members 
Mstep: Class 20 contains 19388 members 
Mstep: Class 21 contains 97995 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22919 members 
Mstep: Class 25 contains 269276 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16943 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2488 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161540016.000000 Penalty: 108902.257812
Iteration 366Q: 32 clusters Score -1.6154e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11245 members 
Mstep: Class 3 contains 14506 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311717 members 
Mstep: Class 6 contains 20519 members 
Mstep: Class 7 contains 9802 members 
Mstep: Class 8 contains 30744 members 
Mstep: Class 9 contains 7112 members 
Mstep: Class 10 contains 78335 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 40633 members 
Mstep: Class 13 contains 34510 members 
Mstep: Class 14 contains 27753 members 
Mstep: Class 15 contains 3583 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 13413 members 
Mstep: Class 18 contains 39933 members 
Mstep: Class 19 contains 12098 members 
Mstep: Class 20 contains 19385 members 
Mstep: Class 21 contains 97497 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22922 members 
Mstep: Class 25 contains 269548 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16922 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2489 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161540464.000000 Penalty: 108902.257812
Iteration 367Q: 32 clusters Score -1.615405e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11245 members 
Mstep: Class 3 contains 14490 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311640 members 
Mstep: Class 6 contains 20515 members 
Mstep: Class 7 contains 9725 members 
Mstep: Class 8 contains 31660 members 
Mstep: Class 9 contains 7103 members 
Mstep: Class 10 contains 78052 members 
Mstep: Class 11 contains 14081 members 
Mstep: Class 12 contains 40570 members 
Mstep: Class 13 contains 34521 members 
Mstep: Class 14 contains 27731 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 8842 members 
Mstep: Class 17 contains 13416 members 
Mstep: Class 18 contains 39772 members 
Mstep: Class 19 contains 12098 members 
Mstep: Class 20 contains 19383 members 
Mstep: Class 21 contains 96990 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22919 members 
Mstep: Class 25 contains 269851 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16887 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301543 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161540864.000000 Penalty: 108902.257812
Iteration 368Q: 32 clusters Score -1.615409e+08 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11245 members 
Mstep: Class 3 contains 14475 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311592 members 
Mstep: Class 6 contains 20512 members 
Mstep: Class 7 contains 9658 members 
Mstep: Class 8 contains 32628 members 
Mstep: Class 9 contains 7118 members 
Mstep: Class 10 contains 77742 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 40487 members 
Mstep: Class 13 contains 34525 members 
Mstep: Class 14 contains 27707 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8842 members 
Mstep: Class 17 contains 13414 members 
Mstep: Class 18 contains 39622 members 
Mstep: Class 19 contains 12099 members 
Mstep: Class 20 contains 19382 members 
Mstep: Class 21 contains 96504 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22917 members 
Mstep: Class 25 contains 270042 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16863 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161540720.000000 Penalty: 108902.257812
Iteration 369Q: 32 clusters Score -1.615407e+08 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 14468 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311546 members 
Mstep: Class 6 contains 20509 members 
Mstep: Class 7 contains 9588 members 
Mstep: Class 8 contains 33620 members 
Mstep: Class 9 contains 7136 members 
Mstep: Class 10 contains 77428 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 40406 members 
Mstep: Class 13 contains 34528 members 
Mstep: Class 14 contains 27675 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 13419 members 
Mstep: Class 18 contains 39488 members 
Mstep: Class 19 contains 12100 members 
Mstep: Class 20 contains 19387 members 
Mstep: Class 21 contains 96005 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22916 members 
Mstep: Class 25 contains 270215 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16847 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2493 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161541456.000000 Penalty: 108902.257812
Iteration 370Q: 32 clusters Score -1.615415e+08 nChanged 3205
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11239 members 
Mstep: Class 3 contains 14455 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311471 members 
Mstep: Class 6 contains 20493 members 
Mstep: Class 7 contains 9495 members 
Mstep: Class 8 contains 34635 members 
Mstep: Class 9 contains 7145 members 
Mstep: Class 10 contains 77131 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 40331 members 
Mstep: Class 13 contains 34530 members 
Mstep: Class 14 contains 27636 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 13422 members 
Mstep: Class 18 contains 39389 members 
Mstep: Class 19 contains 12100 members 
Mstep: Class 20 contains 19392 members 
Mstep: Class 21 contains 95520 members 
Mstep: Class 22 contains 2230 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22914 members 
Mstep: Class 25 contains 270382 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16826 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301599 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161541120.000000 Penalty: 108902.257812
Iteration 371Q: 32 clusters Score -1.615411e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11235 members 
Mstep: Class 3 contains 14441 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311420 members 
Mstep: Class 6 contains 20489 members 
Mstep: Class 7 contains 9388 members 
Mstep: Class 8 contains 35652 members 
Mstep: Class 9 contains 7154 members 
Mstep: Class 10 contains 76831 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 40261 members 
Mstep: Class 13 contains 34528 members 
Mstep: Class 14 contains 27591 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 13430 members 
Mstep: Class 18 contains 39294 members 
Mstep: Class 19 contains 12100 members 
Mstep: Class 20 contains 19392 members 
Mstep: Class 21 contains 95059 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22914 members 
Mstep: Class 25 contains 270476 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16811 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2491 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301641 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161540896.000000 Penalty: 108902.257812
Iteration 372Q: 32 clusters Score -1.615409e+08 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11236 members 
Mstep: Class 3 contains 14424 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311350 members 
Mstep: Class 6 contains 20483 members 
Mstep: Class 7 contains 9279 members 
Mstep: Class 8 contains 36618 members 
Mstep: Class 9 contains 7161 members 
Mstep: Class 10 contains 76543 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 40184 members 
Mstep: Class 13 contains 34532 members 
Mstep: Class 14 contains 27546 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 13436 members 
Mstep: Class 18 contains 39195 members 
Mstep: Class 19 contains 12100 members 
Mstep: Class 20 contains 19390 members 
Mstep: Class 21 contains 94609 members 
Mstep: Class 22 contains 2228 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22914 members 
Mstep: Class 25 contains 270565 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16807 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2492 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161541088.000000 Penalty: 108902.257812
Iteration 373Q: 32 clusters Score -1.615411e+08 nChanged 3209
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 14404 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311301 members 
Mstep: Class 6 contains 20482 members 
Mstep: Class 7 contains 9174 members 
Mstep: Class 8 contains 37620 members 
Mstep: Class 9 contains 7173 members 
Mstep: Class 10 contains 76255 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 40110 members 
Mstep: Class 13 contains 34530 members 
Mstep: Class 14 contains 27511 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 13438 members 
Mstep: Class 18 contains 39094 members 
Mstep: Class 19 contains 12100 members 
Mstep: Class 20 contains 19392 members 
Mstep: Class 21 contains 94190 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22915 members 
Mstep: Class 25 contains 270637 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16799 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2495 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301751 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161541536.000000 Penalty: 108902.257812
Iteration 374Q: 32 clusters Score -1.615415e+08 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 14382 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311281 members 
Mstep: Class 6 contains 20475 members 
Mstep: Class 7 contains 9071 members 
Mstep: Class 8 contains 38682 members 
Mstep: Class 9 contains 7178 members 
Mstep: Class 10 contains 75952 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 40044 members 
Mstep: Class 13 contains 34530 members 
Mstep: Class 14 contains 27480 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 13438 members 
Mstep: Class 18 contains 38993 members 
Mstep: Class 19 contains 12100 members 
Mstep: Class 20 contains 19388 members 
Mstep: Class 21 contains 93766 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22917 members 
Mstep: Class 25 contains 270697 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16781 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 1648 members 
Mstep: Class 31 contains 301722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161541808.000000 Penalty: 108902.257812
Iteration 375Q: 32 clusters Score -1.615418e+08 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11234 members 
Mstep: Class 3 contains 14361 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311186 members 
Mstep: Class 6 contains 20475 members 
Mstep: Class 7 contains 8964 members 
Mstep: Class 8 contains 39715 members 
Mstep: Class 9 contains 7192 members 
Mstep: Class 10 contains 75660 members 
Mstep: Class 11 contains 14077 members 
Mstep: Class 12 contains 39968 members 
Mstep: Class 13 contains 34530 members 
Mstep: Class 14 contains 27444 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 8842 members 
Mstep: Class 17 contains 13443 members 
Mstep: Class 18 contains 38877 members 
Mstep: Class 19 contains 12100 members 
Mstep: Class 20 contains 19389 members 
Mstep: Class 21 contains 93360 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22916 members 
Mstep: Class 25 contains 270793 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16764 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2499 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161542336.000000 Penalty: 108902.257812
Iteration 376Q: 32 clusters Score -1.615423e+08 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11228 members 
Mstep: Class 3 contains 14345 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311099 members 
Mstep: Class 6 contains 20473 members 
Mstep: Class 7 contains 8854 members 
Mstep: Class 8 contains 40788 members 
Mstep: Class 9 contains 7205 members 
Mstep: Class 10 contains 75363 members 
Mstep: Class 11 contains 14078 members 
Mstep: Class 12 contains 39894 members 
Mstep: Class 13 contains 34528 members 
Mstep: Class 14 contains 27405 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8842 members 
Mstep: Class 17 contains 13438 members 
Mstep: Class 18 contains 38747 members 
Mstep: Class 19 contains 12100 members 
Mstep: Class 20 contains 19394 members 
Mstep: Class 21 contains 92990 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22917 members 
Mstep: Class 25 contains 270892 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16744 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2500 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161542688.000000 Penalty: 108902.257812
Iteration 377Q: 32 clusters Score -1.615427e+08 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11227 members 
Mstep: Class 3 contains 14337 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311011 members 
Mstep: Class 6 contains 20472 members 
Mstep: Class 7 contains 8743 members 
Mstep: Class 8 contains 41831 members 
Mstep: Class 9 contains 7213 members 
Mstep: Class 10 contains 75066 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 39832 members 
Mstep: Class 13 contains 34525 members 
Mstep: Class 14 contains 27367 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 13425 members 
Mstep: Class 18 contains 38623 members 
Mstep: Class 19 contains 12100 members 
Mstep: Class 20 contains 19392 members 
Mstep: Class 21 contains 92597 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22921 members 
Mstep: Class 25 contains 270964 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16715 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161543152.000000 Penalty: 108902.257812
Iteration 378Q: 32 clusters Score -1.615432e+08 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11226 members 
Mstep: Class 3 contains 14328 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311014 members 
Mstep: Class 6 contains 20472 members 
Mstep: Class 7 contains 8649 members 
Mstep: Class 8 contains 42871 members 
Mstep: Class 9 contains 7210 members 
Mstep: Class 10 contains 74768 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 39765 members 
Mstep: Class 13 contains 34528 members 
Mstep: Class 14 contains 27332 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8843 members 
Mstep: Class 17 contains 13409 members 
Mstep: Class 18 contains 38505 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 19391 members 
Mstep: Class 21 contains 92221 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22924 members 
Mstep: Class 25 contains 271007 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16693 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2505 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161543568.000000 Penalty: 108902.257812
Iteration 379Q: 32 clusters Score -1.615436e+08 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11223 members 
Mstep: Class 3 contains 14319 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311019 members 
Mstep: Class 6 contains 20473 members 
Mstep: Class 7 contains 8570 members 
Mstep: Class 8 contains 43868 members 
Mstep: Class 9 contains 7214 members 
Mstep: Class 10 contains 74469 members 
Mstep: Class 11 contains 14079 members 
Mstep: Class 12 contains 39680 members 
Mstep: Class 13 contains 34529 members 
Mstep: Class 14 contains 27310 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 13401 members 
Mstep: Class 18 contains 38390 members 
Mstep: Class 19 contains 12101 members 
Mstep: Class 20 contains 19393 members 
Mstep: Class 21 contains 91871 members 
Mstep: Class 22 contains 2229 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22928 members 
Mstep: Class 25 contains 271048 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16675 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2504 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161543152.000000 Penalty: 108902.257812
Iteration 380F: 32 clusters Score -1.615432e+08 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 14309 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310969 members 
Mstep: Class 6 contains 20477 members 
Mstep: Class 7 contains 8498 members 
Mstep: Class 8 contains 44885 members 
Mstep: Class 9 contains 7227 members 
Mstep: Class 10 contains 74136 members 
Mstep: Class 11 contains 14082 members 
Mstep: Class 12 contains 39603 members 
Mstep: Class 13 contains 34532 members 
Mstep: Class 14 contains 27294 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 13390 members 
Mstep: Class 18 contains 38284 members 
Mstep: Class 19 contains 12102 members 
Mstep: Class 20 contains 19391 members 
Mstep: Class 21 contains 91498 members 
Mstep: Class 22 contains 2231 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22931 members 
Mstep: Class 25 contains 271103 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16667 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2507 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161543424.000000 Penalty: 108902.257812
Iteration 381Q: 32 clusters Score -1.615434e+08 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11215 members 
Mstep: Class 3 contains 14305 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310939 members 
Mstep: Class 6 contains 20476 members 
Mstep: Class 7 contains 8427 members 
Mstep: Class 8 contains 45915 members 
Mstep: Class 9 contains 7246 members 
Mstep: Class 10 contains 73767 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 39527 members 
Mstep: Class 13 contains 34534 members 
Mstep: Class 14 contains 27269 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13379 members 
Mstep: Class 18 contains 38178 members 
Mstep: Class 19 contains 12105 members 
Mstep: Class 20 contains 19387 members 
Mstep: Class 21 contains 91114 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22928 members 
Mstep: Class 25 contains 271114 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16650 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2509 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161543760.000000 Penalty: 108902.257812
Iteration 382Q: 32 clusters Score -1.615438e+08 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11213 members 
Mstep: Class 3 contains 14300 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310938 members 
Mstep: Class 6 contains 20473 members 
Mstep: Class 7 contains 8362 members 
Mstep: Class 8 contains 46882 members 
Mstep: Class 9 contains 7267 members 
Mstep: Class 10 contains 73429 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 39472 members 
Mstep: Class 13 contains 34529 members 
Mstep: Class 14 contains 27249 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13367 members 
Mstep: Class 18 contains 38074 members 
Mstep: Class 19 contains 12106 members 
Mstep: Class 20 contains 19385 members 
Mstep: Class 21 contains 90733 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22931 members 
Mstep: Class 25 contains 271090 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16628 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2512 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161543920.000000 Penalty: 108902.257812
Iteration 383Q: 32 clusters Score -1.615439e+08 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11210 members 
Mstep: Class 3 contains 14292 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310917 members 
Mstep: Class 6 contains 20470 members 
Mstep: Class 7 contains 8303 members 
Mstep: Class 8 contains 47799 members 
Mstep: Class 9 contains 7287 members 
Mstep: Class 10 contains 73129 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 39405 members 
Mstep: Class 13 contains 34524 members 
Mstep: Class 14 contains 27236 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13358 members 
Mstep: Class 18 contains 37989 members 
Mstep: Class 19 contains 12107 members 
Mstep: Class 20 contains 19385 members 
Mstep: Class 21 contains 90385 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22933 members 
Mstep: Class 25 contains 271068 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16609 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2513 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301671 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544352.000000 Penalty: 108902.257812
Iteration 384Q: 32 clusters Score -1.615444e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11209 members 
Mstep: Class 3 contains 14279 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310884 members 
Mstep: Class 6 contains 20468 members 
Mstep: Class 7 contains 8248 members 
Mstep: Class 8 contains 48694 members 
Mstep: Class 9 contains 7310 members 
Mstep: Class 10 contains 72819 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 39334 members 
Mstep: Class 13 contains 34517 members 
Mstep: Class 14 contains 27221 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13347 members 
Mstep: Class 18 contains 37905 members 
Mstep: Class 19 contains 12107 members 
Mstep: Class 20 contains 19383 members 
Mstep: Class 21 contains 90013 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22933 members 
Mstep: Class 25 contains 271087 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16587 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2515 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544512.000000 Penalty: 108902.257812
Iteration 385Q: 32 clusters Score -1.615445e+08 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11210 members 
Mstep: Class 3 contains 14271 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310901 members 
Mstep: Class 6 contains 20459 members 
Mstep: Class 7 contains 8198 members 
Mstep: Class 8 contains 49548 members 
Mstep: Class 9 contains 7339 members 
Mstep: Class 10 contains 72517 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 39275 members 
Mstep: Class 13 contains 34511 members 
Mstep: Class 14 contains 27196 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13338 members 
Mstep: Class 18 contains 37834 members 
Mstep: Class 19 contains 12108 members 
Mstep: Class 20 contains 19389 members 
Mstep: Class 21 contains 89653 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22932 members 
Mstep: Class 25 contains 271073 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16572 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2513 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544592.000000 Penalty: 108902.257812
Iteration 386Q: 32 clusters Score -1.615446e+08 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11214 members 
Mstep: Class 3 contains 14259 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310921 members 
Mstep: Class 6 contains 20453 members 
Mstep: Class 7 contains 8145 members 
Mstep: Class 8 contains 50378 members 
Mstep: Class 9 contains 7367 members 
Mstep: Class 10 contains 72236 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 39206 members 
Mstep: Class 13 contains 34512 members 
Mstep: Class 14 contains 27171 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13324 members 
Mstep: Class 18 contains 37761 members 
Mstep: Class 19 contains 12109 members 
Mstep: Class 20 contains 19391 members 
Mstep: Class 21 contains 89286 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22932 members 
Mstep: Class 25 contains 271089 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16559 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2515 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544768.000000 Penalty: 108902.257812
Iteration 387Q: 32 clusters Score -1.615448e+08 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 14254 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310973 members 
Mstep: Class 6 contains 20452 members 
Mstep: Class 7 contains 8094 members 
Mstep: Class 8 contains 51203 members 
Mstep: Class 9 contains 7398 members 
Mstep: Class 10 contains 71959 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 39148 members 
Mstep: Class 13 contains 34514 members 
Mstep: Class 14 contains 27151 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13313 members 
Mstep: Class 18 contains 37658 members 
Mstep: Class 19 contains 12109 members 
Mstep: Class 20 contains 19394 members 
Mstep: Class 21 contains 88939 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22932 members 
Mstep: Class 25 contains 271085 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16544 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2522 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544960.000000 Penalty: 108902.257812
Iteration 388Q: 32 clusters Score -1.61545e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11220 members 
Mstep: Class 3 contains 14248 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311005 members 
Mstep: Class 6 contains 20450 members 
Mstep: Class 7 contains 8048 members 
Mstep: Class 8 contains 51969 members 
Mstep: Class 9 contains 7437 members 
Mstep: Class 10 contains 71693 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 39097 members 
Mstep: Class 13 contains 34512 members 
Mstep: Class 14 contains 27133 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13305 members 
Mstep: Class 18 contains 37568 members 
Mstep: Class 19 contains 12109 members 
Mstep: Class 20 contains 19397 members 
Mstep: Class 21 contains 88598 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22932 members 
Mstep: Class 25 contains 271064 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16528 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2523 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544944.000000 Penalty: 108902.257812
Iteration 389Q: 32 clusters Score -1.615449e+08 nChanged 2569
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11220 members 
Mstep: Class 3 contains 14232 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310940 members 
Mstep: Class 6 contains 20439 members 
Mstep: Class 7 contains 8007 members 
Mstep: Class 8 contains 52716 members 
Mstep: Class 9 contains 7475 members 
Mstep: Class 10 contains 71445 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 39037 members 
Mstep: Class 13 contains 34517 members 
Mstep: Class 14 contains 27109 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 13297 members 
Mstep: Class 18 contains 37468 members 
Mstep: Class 19 contains 12109 members 
Mstep: Class 20 contains 19397 members 
Mstep: Class 21 contains 88277 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22932 members 
Mstep: Class 25 contains 271111 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16512 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544736.000000 Penalty: 108902.257812
Iteration 390Q: 32 clusters Score -1.615447e+08 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11220 members 
Mstep: Class 3 contains 14217 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310953 members 
Mstep: Class 6 contains 20433 members 
Mstep: Class 7 contains 7974 members 
Mstep: Class 8 contains 53408 members 
Mstep: Class 9 contains 7520 members 
Mstep: Class 10 contains 71226 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 38977 members 
Mstep: Class 13 contains 34517 members 
Mstep: Class 14 contains 27090 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 13298 members 
Mstep: Class 18 contains 37369 members 
Mstep: Class 19 contains 12109 members 
Mstep: Class 20 contains 19401 members 
Mstep: Class 21 contains 87953 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22933 members 
Mstep: Class 25 contains 271067 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16505 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544432.000000 Penalty: 108902.257812
Iteration 391Q: 32 clusters Score -1.615444e+08 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 14205 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311070 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 7934 members 
Mstep: Class 8 contains 54134 members 
Mstep: Class 9 contains 7549 members 
Mstep: Class 10 contains 70997 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 38925 members 
Mstep: Class 13 contains 34518 members 
Mstep: Class 14 contains 27064 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13298 members 
Mstep: Class 18 contains 37284 members 
Mstep: Class 19 contains 12109 members 
Mstep: Class 20 contains 19400 members 
Mstep: Class 21 contains 87610 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22933 members 
Mstep: Class 25 contains 271013 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16494 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 1650 members 
Mstep: Class 31 contains 301868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544640.000000 Penalty: 108902.257812
Iteration 392Q: 32 clusters Score -1.615446e+08 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 14187 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311113 members 
Mstep: Class 6 contains 20427 members 
Mstep: Class 7 contains 7898 members 
Mstep: Class 8 contains 54875 members 
Mstep: Class 9 contains 7575 members 
Mstep: Class 10 contains 70763 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 38883 members 
Mstep: Class 13 contains 34519 members 
Mstep: Class 14 contains 27041 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 13298 members 
Mstep: Class 18 contains 37197 members 
Mstep: Class 19 contains 12109 members 
Mstep: Class 20 contains 19396 members 
Mstep: Class 21 contains 87304 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22938 members 
Mstep: Class 25 contains 270974 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16492 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2528 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544704.000000 Penalty: 108902.257812
Iteration 393Q: 32 clusters Score -1.615447e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11219 members 
Mstep: Class 3 contains 14166 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311076 members 
Mstep: Class 6 contains 20425 members 
Mstep: Class 7 contains 7859 members 
Mstep: Class 8 contains 55609 members 
Mstep: Class 9 contains 7603 members 
Mstep: Class 10 contains 70544 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 38836 members 
Mstep: Class 13 contains 34522 members 
Mstep: Class 14 contains 27021 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 13295 members 
Mstep: Class 18 contains 37131 members 
Mstep: Class 19 contains 12109 members 
Mstep: Class 20 contains 19401 members 
Mstep: Class 21 contains 86967 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22941 members 
Mstep: Class 25 contains 271029 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16492 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2529 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544960.000000 Penalty: 108902.257812
Iteration 394Q: 32 clusters Score -1.61545e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11218 members 
Mstep: Class 3 contains 14159 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311007 members 
Mstep: Class 6 contains 20423 members 
Mstep: Class 7 contains 7812 members 
Mstep: Class 8 contains 56345 members 
Mstep: Class 9 contains 7627 members 
Mstep: Class 10 contains 70321 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 38796 members 
Mstep: Class 13 contains 34520 members 
Mstep: Class 14 contains 27004 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 13290 members 
Mstep: Class 18 contains 37052 members 
Mstep: Class 19 contains 12109 members 
Mstep: Class 20 contains 19399 members 
Mstep: Class 21 contains 86658 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22943 members 
Mstep: Class 25 contains 271088 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16492 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544832.000000 Penalty: 108902.257812
Iteration 395Q: 32 clusters Score -1.615448e+08 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11222 members 
Mstep: Class 3 contains 14149 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310999 members 
Mstep: Class 6 contains 20408 members 
Mstep: Class 7 contains 7769 members 
Mstep: Class 8 contains 57059 members 
Mstep: Class 9 contains 7648 members 
Mstep: Class 10 contains 70138 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 38758 members 
Mstep: Class 13 contains 34520 members 
Mstep: Class 14 contains 26986 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 13287 members 
Mstep: Class 18 contains 36974 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 19402 members 
Mstep: Class 21 contains 86354 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22942 members 
Mstep: Class 25 contains 271083 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16492 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2530 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301753 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544768.000000 Penalty: 108902.257812
Iteration 396Q: 32 clusters Score -1.615448e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11224 members 
Mstep: Class 3 contains 14140 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311006 members 
Mstep: Class 6 contains 20406 members 
Mstep: Class 7 contains 7726 members 
Mstep: Class 8 contains 57722 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 69963 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 38724 members 
Mstep: Class 13 contains 34525 members 
Mstep: Class 14 contains 26964 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 13285 members 
Mstep: Class 18 contains 36908 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 19405 members 
Mstep: Class 21 contains 86068 members 
Mstep: Class 22 contains 2241 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22942 members 
Mstep: Class 25 contains 271066 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16492 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2532 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545024.000000 Penalty: 108902.257812
Iteration 397Q: 32 clusters Score -1.61545e+08 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11224 members 
Mstep: Class 3 contains 14138 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311029 members 
Mstep: Class 6 contains 20399 members 
Mstep: Class 7 contains 7680 members 
Mstep: Class 8 contains 58303 members 
Mstep: Class 9 contains 7690 members 
Mstep: Class 10 contains 69796 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 38687 members 
Mstep: Class 13 contains 34531 members 
Mstep: Class 14 contains 26951 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13278 members 
Mstep: Class 18 contains 36846 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 19405 members 
Mstep: Class 21 contains 85801 members 
Mstep: Class 22 contains 2240 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22943 members 
Mstep: Class 25 contains 271056 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16490 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2536 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301693 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544864.000000 Penalty: 108902.257812
Iteration 398Q: 32 clusters Score -1.615449e+08 nChanged 1928
Entering ConstructFrom: 
Score: -161544864.000000 Penalty: 108902.257812
Entering ConstructFrom: 
Trying to split cluster 1 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -84062.335938 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -84062.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -82263.320312 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -82263.32 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -82555.664062 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -82555.66 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82699.296875 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -82699.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -82765.507812 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -82765.51 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -82795.156250 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -82795.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -82813.554688 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -82813.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -82831.242188 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -82831.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -82849.992188 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -82849.99 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -82864.234375 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -82864.23 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -82892.078125 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -82892.08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -82919.265625 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -82919.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -82945.945312 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -82945.95 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -82982.320312 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -82982.32 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83005.031250 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -83005.03 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83037.179688 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -83037.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -83050.976562 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -83050.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -83060.656250 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -83060.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -83068.085938 Penalty: 3309.955811
	Iteration 17Q: 3 clusters Score -83068.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -83074.898438 Penalty: 3309.955811
	Iteration 18Q: 3 clusters Score -83074.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -83083.476562 Penalty: 3309.955811
	Iteration 19Q: 3 clusters Score -83083.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -83096.140625 Penalty: 3309.955811
	Iteration 20F: 3 clusters Score -83096.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83110.414062 Penalty: 3309.955811
	Iteration 21Q: 3 clusters Score -83110.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -83121.164062 Penalty: 3309.955811
	Iteration 22Q: 3 clusters Score -83121.16 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83130.804688 Penalty: 3309.955811
	Iteration 23Q: 3 clusters Score -83130.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -83135.453125 Penalty: 3309.955811
	Iteration 24Q: 3 clusters Score -83135.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -83142.226562 Penalty: 3309.955811
	Iteration 25Q: 3 clusters Score -83142.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -83149.820312 Penalty: 3309.955811
	Iteration 26Q: 3 clusters Score -83149.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -83154.593750 Penalty: 3309.955811
	Iteration 27Q: 3 clusters Score -83154.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83156.796875 Penalty: 3309.955811
	Iteration 28Q: 3 clusters Score -83156.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83161.375000 Penalty: 3309.955811
	Iteration 29Q: 3 clusters Score -83161.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -83164.757812 Penalty: 3309.955811
	Iteration 30Q: 3 clusters Score -83164.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -83165.539062 Penalty: 3309.955811
	Iteration 31Q: 3 clusters Score -83165.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83168.148438 Penalty: 3309.955811
	Iteration 32Q: 3 clusters Score -83168.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -83171.867188 Penalty: 3309.955811
	Iteration 33Q: 3 clusters Score -83171.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83173.859375 Penalty: 3309.955811
	Iteration 34Q: 3 clusters Score -83173.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -83173.859375 Penalty: 3309.955811
	Iteration 35F: 3 clusters Score -83173.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11222 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11222 members 
Entering Unmasked Estep 
Score: -1252224.500000 Penalty: 2312.756592
	Iteration 0F: 2 clusters Score -1252224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1243818.250000 Penalty: 4625.513184
	Iteration 0F: 3 clusters Score -1243818 nChanged 4622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1246305.750000 Penalty: 4625.513184
	Iteration 1F: 3 clusters Score -1246306 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1246691.000000 Penalty: 4625.513184
	Iteration 2F: 3 clusters Score -1246691 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1247003.625000 Penalty: 4625.513184
	Iteration 3F: 3 clusters Score -1247004 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 6092 members 
Entering Unmasked Estep 
Score: -1247318.000000 Penalty: 4625.513184
	Iteration 4Q: 3 clusters Score -1247318 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1247667.750000 Penalty: 4625.513184
	Iteration 5F: 3 clusters Score -1247668 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -1248032.250000 Penalty: 4625.513184
	Iteration 6F: 3 clusters Score -1248032 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -1248371.500000 Penalty: 4625.513184
	Iteration 7F: 3 clusters Score -1248372 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1248688.875000 Penalty: 4625.513184
	Iteration 8Q: 3 clusters Score -1248689 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1248979.625000 Penalty: 4625.513184
	Iteration 9Q: 3 clusters Score -1248980 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1249244.250000 Penalty: 4625.513184
	Iteration 10Q: 3 clusters Score -1249244 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1249465.375000 Penalty: 4625.513184
	Iteration 11Q: 3 clusters Score -1249465 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -1249654.625000 Penalty: 4625.513184
	Iteration 12Q: 3 clusters Score -1249655 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1249841.375000 Penalty: 4625.513184
	Iteration 13Q: 3 clusters Score -1249841 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1250021.750000 Penalty: 4625.513184
	Iteration 14Q: 3 clusters Score -1250022 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 9365 members 
Entering Unmasked Estep 
Score: -1250190.250000 Penalty: 4625.513184
	Iteration 15Q: 3 clusters Score -1250190 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -1250336.500000 Penalty: 4625.513184
	Iteration 16Q: 3 clusters Score -1250336 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -1250457.625000 Penalty: 4625.513184
	Iteration 17Q: 3 clusters Score -1250458 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -1250554.875000 Penalty: 4625.513184
	Iteration 18Q: 3 clusters Score -1250555 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -1250618.625000 Penalty: 4625.513184
	Iteration 19Q: 3 clusters Score -1250619 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -1250662.375000 Penalty: 4625.513184
	Iteration 20F: 3 clusters Score -1250662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1250682.500000 Penalty: 4625.513184
	Iteration 21Q: 3 clusters Score -1250682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1250699.000000 Penalty: 4625.513184
	Iteration 22Q: 3 clusters Score -1250699 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1250713.875000 Penalty: 4625.513184
	Iteration 23Q: 3 clusters Score -1250714 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1250740.875000 Penalty: 4625.513184
	Iteration 24Q: 3 clusters Score -1250741 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -1250768.375000 Penalty: 4625.513184
	Iteration 25Q: 3 clusters Score -1250768 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1250792.125000 Penalty: 4625.513184
	Iteration 26Q: 3 clusters Score -1250792 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1250817.000000 Penalty: 4625.513184
	Iteration 27Q: 3 clusters Score -1250817 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -1250842.125000 Penalty: 4625.513184
	Iteration 28Q: 3 clusters Score -1250842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10290 members 
Entering Unmasked Estep 
Score: -1250857.000000 Penalty: 4625.513184
	Iteration 29Q: 3 clusters Score -1250857 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -1250872.000000 Penalty: 4625.513184
	Iteration 30Q: 3 clusters Score -1250872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 10327 members 
Entering Unmasked Estep 
Score: -1250891.250000 Penalty: 4625.513184
	Iteration 31Q: 3 clusters Score -1250891 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -1250900.000000 Penalty: 4625.513184
	Iteration 32Q: 3 clusters Score -1250900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1250910.625000 Penalty: 4625.513184
	Iteration 33Q: 3 clusters Score -1250911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1250928.750000 Penalty: 4625.513184
	Iteration 34Q: 3 clusters Score -1250929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -1250947.500000 Penalty: 4625.513184
	Iteration 35Q: 3 clusters Score -1250948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1250962.250000 Penalty: 4625.513184
	Iteration 36Q: 3 clusters Score -1250962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -1250970.625000 Penalty: 4625.513184
	Iteration 37Q: 3 clusters Score -1250971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1250978.875000 Penalty: 4625.513184
	Iteration 38Q: 3 clusters Score -1250979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -1250984.750000 Penalty: 4625.513184
	Iteration 39Q: 3 clusters Score -1250985 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1250993.500000 Penalty: 4625.513184
	Iteration 40F: 3 clusters Score -1250994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10472 members 
Entering Unmasked Estep 
Score: -1250998.625000 Penalty: 4625.513184
	Iteration 41Q: 3 clusters Score -1250999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1251002.250000 Penalty: 4625.513184
	Iteration 42Q: 3 clusters Score -1251002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -1251010.625000 Penalty: 4625.513184
	Iteration 43Q: 3 clusters Score -1251011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1251010.875000 Penalty: 4625.513184
	Iteration 44Q: 3 clusters Score -1251011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -1251014.125000 Penalty: 4625.513184
	Iteration 45Q: 3 clusters Score -1251014 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -1251013.250000 Penalty: 4625.513184
	Iteration 46Q: 3 clusters Score -1251013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1251018.625000 Penalty: 4625.513184
	Iteration 47Q: 3 clusters Score -1251019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1251020.750000 Penalty: 4625.513184
	Iteration 48Q: 3 clusters Score -1251021 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -1251020.750000 Penalty: 4625.513184
	Iteration 49F: 3 clusters Score -1251021 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14131 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14131 members 
Entering Unmasked Estep 
Score: -1698646.875000 Penalty: 2369.919434
	Iteration 0F: 2 clusters Score -1698647 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 7108 members 
Entering Unmasked Estep 
Score: -1688421.375000 Penalty: 4739.838867
	Iteration 0F: 3 clusters Score -1688421 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1691576.625000 Penalty: 4739.838867
	Iteration 1F: 3 clusters Score -1691577 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1691890.000000 Penalty: 4739.838867
	Iteration 2F: 3 clusters Score -1691890 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 7113 members 
Entering Unmasked Estep 
Score: -1692104.000000 Penalty: 4739.838867
	Iteration 3Q: 3 clusters Score -1692104 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1692276.875000 Penalty: 4739.838867
	Iteration 4Q: 3 clusters Score -1692277 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1692408.375000 Penalty: 4739.838867
	Iteration 5Q: 3 clusters Score -1692408 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1692534.250000 Penalty: 4739.838867
	Iteration 6Q: 3 clusters Score -1692534 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -1692647.500000 Penalty: 4739.838867
	Iteration 7Q: 3 clusters Score -1692648 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -1692757.250000 Penalty: 4739.838867
	Iteration 8Q: 3 clusters Score -1692757 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -1692883.500000 Penalty: 4739.838867
	Iteration 9Q: 3 clusters Score -1692884 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1693051.125000 Penalty: 4739.838867
	Iteration 10Q: 3 clusters Score -1693051 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7036 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -1693281.875000 Penalty: 4739.838867
	Iteration 11Q: 3 clusters Score -1693282 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1693618.125000 Penalty: 4739.838867
	Iteration 12Q: 3 clusters Score -1693618 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -1693992.625000 Penalty: 4739.838867
	Iteration 13Q: 3 clusters Score -1693993 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -1694341.375000 Penalty: 4739.838867
	Iteration 14Q: 3 clusters Score -1694341 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1694652.750000 Penalty: 4739.838867
	Iteration 15Q: 3 clusters Score -1694653 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -1694863.875000 Penalty: 4739.838867
	Iteration 16Q: 3 clusters Score -1694864 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1695014.625000 Penalty: 4739.838867
	Iteration 17Q: 3 clusters Score -1695015 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -1695124.000000 Penalty: 4739.838867
	Iteration 18Q: 3 clusters Score -1695124 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -1695198.250000 Penalty: 4739.838867
	Iteration 19Q: 3 clusters Score -1695198 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -1695259.250000 Penalty: 4739.838867
	Iteration 20F: 3 clusters Score -1695259 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -1695299.000000 Penalty: 4739.838867
	Iteration 21Q: 3 clusters Score -1695299 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1695315.750000 Penalty: 4739.838867
	Iteration 22Q: 3 clusters Score -1695316 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1695331.125000 Penalty: 4739.838867
	Iteration 23Q: 3 clusters Score -1695331 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1695348.250000 Penalty: 4739.838867
	Iteration 24Q: 3 clusters Score -1695348 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1695354.500000 Penalty: 4739.838867
	Iteration 25Q: 3 clusters Score -1695354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1695368.875000 Penalty: 4739.838867
	Iteration 26Q: 3 clusters Score -1695369 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -1695377.750000 Penalty: 4739.838867
	Iteration 27Q: 3 clusters Score -1695378 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7603 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1695385.625000 Penalty: 4739.838867
	Iteration 28Q: 3 clusters Score -1695386 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7632 members 
Mstep: Class 2 contains 6499 members 
Entering Unmasked Estep 
Score: -1695391.375000 Penalty: 4739.838867
	Iteration 29Q: 3 clusters Score -1695391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -1695398.000000 Penalty: 4739.838867
	Iteration 30Q: 3 clusters Score -1695398 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1695397.875000 Penalty: 4739.838867
	Iteration 31Q: 3 clusters Score -1695398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1695398.125000 Penalty: 4739.838867
	Iteration 32Q: 3 clusters Score -1695398 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1695403.375000 Penalty: 4739.838867
	Iteration 33Q: 3 clusters Score -1695403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7745 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1695409.500000 Penalty: 4739.838867
	Iteration 34Q: 3 clusters Score -1695410 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1695412.000000 Penalty: 4739.838867
	Iteration 35Q: 3 clusters Score -1695412 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1695420.125000 Penalty: 4739.838867
	Iteration 36Q: 3 clusters Score -1695420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -1695427.375000 Penalty: 4739.838867
	Iteration 37Q: 3 clusters Score -1695427 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -1695425.875000 Penalty: 4739.838867
	Iteration 38Q: 3 clusters Score -1695426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1695428.250000 Penalty: 4739.838867
	Iteration 39Q: 3 clusters Score -1695428 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1695428.125000 Penalty: 4739.838867
	Iteration 40F: 3 clusters Score -1695428 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1695433.250000 Penalty: 4739.838867
	Iteration 41Q: 3 clusters Score -1695433 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1695447.500000 Penalty: 4739.838867
	Iteration 42Q: 3 clusters Score -1695448 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 6145 members 
Entering Unmasked Estep 
Score: -1695450.125000 Penalty: 4739.838867
	Iteration 43Q: 3 clusters Score -1695450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1695458.125000 Penalty: 4739.838867
	Iteration 44Q: 3 clusters Score -1695458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1695471.125000 Penalty: 4739.838867
	Iteration 45Q: 3 clusters Score -1695471 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -1695475.250000 Penalty: 4739.838867
	Iteration 46Q: 3 clusters Score -1695475 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -1695482.625000 Penalty: 4739.838867
	Iteration 47Q: 3 clusters Score -1695483 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1695493.625000 Penalty: 4739.838867
	Iteration 48Q: 3 clusters Score -1695494 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1695497.750000 Penalty: 4739.838867
	Iteration 49Q: 3 clusters Score -1695498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -1695497.875000 Penalty: 4739.838867
	Iteration 50Q: 3 clusters Score -1695498 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -1695514.750000 Penalty: 4739.838867
	Iteration 51Q: 3 clusters Score -1695515 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -1695521.750000 Penalty: 4739.838867
	Iteration 52Q: 3 clusters Score -1695522 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -1695536.375000 Penalty: 4739.838867
	Iteration 53Q: 3 clusters Score -1695536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1695548.875000 Penalty: 4739.838867
	Iteration 54Q: 3 clusters Score -1695549 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1695552.000000 Penalty: 4739.838867
	Iteration 55Q: 3 clusters Score -1695552 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1695558.375000 Penalty: 4739.838867
	Iteration 56Q: 3 clusters Score -1695558 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1695564.875000 Penalty: 4739.838867
	Iteration 57Q: 3 clusters Score -1695565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1695568.125000 Penalty: 4739.838867
	Iteration 58Q: 3 clusters Score -1695568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1695574.000000 Penalty: 4739.838867
	Iteration 59Q: 3 clusters Score -1695574 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1695582.750000 Penalty: 4739.838867
	Iteration 60F: 3 clusters Score -1695583 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -1695586.875000 Penalty: 4739.838867
	Iteration 61Q: 3 clusters Score -1695587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1695591.250000 Penalty: 4739.838867
	Iteration 62Q: 3 clusters Score -1695591 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1695599.125000 Penalty: 4739.838867
	Iteration 63Q: 3 clusters Score -1695599 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -1695610.375000 Penalty: 4739.838867
	Iteration 64Q: 3 clusters Score -1695610 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1695618.000000 Penalty: 4739.838867
	Iteration 65Q: 3 clusters Score -1695618 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1695621.500000 Penalty: 4739.838867
	Iteration 66Q: 3 clusters Score -1695622 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1695631.125000 Penalty: 4739.838867
	Iteration 67Q: 3 clusters Score -1695631 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8961 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -1695641.500000 Penalty: 4739.838867
	Iteration 68Q: 3 clusters Score -1695642 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -1695646.500000 Penalty: 4739.838867
	Iteration 69Q: 3 clusters Score -1695646 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1695656.125000 Penalty: 4739.838867
	Iteration 70Q: 3 clusters Score -1695656 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1695667.750000 Penalty: 4739.838867
	Iteration 71Q: 3 clusters Score -1695668 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -1695677.000000 Penalty: 4739.838867
	Iteration 72Q: 3 clusters Score -1695677 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -1695681.250000 Penalty: 4739.838867
	Iteration 73Q: 3 clusters Score -1695681 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1695695.625000 Penalty: 4739.838867
	Iteration 74Q: 3 clusters Score -1695696 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -1695706.875000 Penalty: 4739.838867
	Iteration 75Q: 3 clusters Score -1695707 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9345 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -1695708.500000 Penalty: 4739.838867
	Iteration 76Q: 3 clusters Score -1695708 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1695725.875000 Penalty: 4739.838867
	Iteration 77Q: 3 clusters Score -1695726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -1695734.250000 Penalty: 4739.838867
	Iteration 78Q: 3 clusters Score -1695734 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1695746.375000 Penalty: 4739.838867
	Iteration 79Q: 3 clusters Score -1695746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -1695756.750000 Penalty: 4739.838867
	Iteration 80F: 3 clusters Score -1695757 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1695763.250000 Penalty: 4739.838867
	Iteration 81Q: 3 clusters Score -1695763 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -1695767.000000 Penalty: 4739.838867
	Iteration 82Q: 3 clusters Score -1695767 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1695774.875000 Penalty: 4739.838867
	Iteration 83Q: 3 clusters Score -1695775 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1695784.875000 Penalty: 4739.838867
	Iteration 84Q: 3 clusters Score -1695785 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9751 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1695794.000000 Penalty: 4739.838867
	Iteration 85Q: 3 clusters Score -1695794 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1695803.750000 Penalty: 4739.838867
	Iteration 86Q: 3 clusters Score -1695804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -1695814.250000 Penalty: 4739.838867
	Iteration 87Q: 3 clusters Score -1695814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9886 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1695819.875000 Penalty: 4739.838867
	Iteration 88Q: 3 clusters Score -1695820 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1695832.750000 Penalty: 4739.838867
	Iteration 89Q: 3 clusters Score -1695833 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1695841.625000 Penalty: 4739.838867
	Iteration 90Q: 3 clusters Score -1695842 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -1695857.125000 Penalty: 4739.838867
	Iteration 91Q: 3 clusters Score -1695857 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1695862.750000 Penalty: 4739.838867
	Iteration 92Q: 3 clusters Score -1695863 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10097 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1695868.875000 Penalty: 4739.838867
	Iteration 93Q: 3 clusters Score -1695869 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1695874.750000 Penalty: 4739.838867
	Iteration 94Q: 3 clusters Score -1695875 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10156 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1695876.375000 Penalty: 4739.838867
	Iteration 95Q: 3 clusters Score -1695876 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1695877.750000 Penalty: 4739.838867
	Iteration 96Q: 3 clusters Score -1695878 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1695885.500000 Penalty: 4739.838867
	Iteration 97Q: 3 clusters Score -1695886 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1695893.750000 Penalty: 4739.838867
	Iteration 98Q: 3 clusters Score -1695894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1695896.250000 Penalty: 4739.838867
	Iteration 99Q: 3 clusters Score -1695896 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1695898.875000 Penalty: 4739.838867
	Iteration 100F: 3 clusters Score -1695899 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1695901.125000 Penalty: 4739.838867
	Iteration 101Q: 3 clusters Score -1695901 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1695905.125000 Penalty: 4739.838867
	Iteration 102Q: 3 clusters Score -1695905 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1695910.250000 Penalty: 4739.838867
	Iteration 103Q: 3 clusters Score -1695910 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -1695913.125000 Penalty: 4739.838867
	Iteration 104Q: 3 clusters Score -1695913 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1695915.125000 Penalty: 4739.838867
	Iteration 105Q: 3 clusters Score -1695915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1695920.875000 Penalty: 4739.838867
	Iteration 106Q: 3 clusters Score -1695921 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 3731 members 
Entering Unmasked Estep 
Score: -1695917.875000 Penalty: 4739.838867
	Iteration 107Q: 3 clusters Score -1695918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1695931.250000 Penalty: 4739.838867
	Iteration 108Q: 3 clusters Score -1695931 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10462 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1695937.375000 Penalty: 4739.838867
	Iteration 109Q: 3 clusters Score -1695937 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1695942.750000 Penalty: 4739.838867
	Iteration 110Q: 3 clusters Score -1695943 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10526 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1695947.125000 Penalty: 4739.838867
	Iteration 111Q: 3 clusters Score -1695947 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1695959.375000 Penalty: 4739.838867
	Iteration 112Q: 3 clusters Score -1695959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1695964.500000 Penalty: 4739.838867
	Iteration 113Q: 3 clusters Score -1695964 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1695972.625000 Penalty: 4739.838867
	Iteration 114Q: 3 clusters Score -1695973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -1695979.750000 Penalty: 4739.838867
	Iteration 115Q: 3 clusters Score -1695980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1695986.500000 Penalty: 4739.838867
	Iteration 116Q: 3 clusters Score -1695986 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1695990.750000 Penalty: 4739.838867
	Iteration 117Q: 3 clusters Score -1695991 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -1695994.000000 Penalty: 4739.838867
	Iteration 118Q: 3 clusters Score -1695994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10756 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -1695998.375000 Penalty: 4739.838867
	Iteration 119Q: 3 clusters Score -1695998 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1696006.375000 Penalty: 4739.838867
	Iteration 120F: 3 clusters Score -1696006 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1696015.250000 Penalty: 4739.838867
	Iteration 121Q: 3 clusters Score -1696015 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1696023.000000 Penalty: 4739.838867
	Iteration 122Q: 3 clusters Score -1696023 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -1696032.250000 Penalty: 4739.838867
	Iteration 123Q: 3 clusters Score -1696032 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1696047.875000 Penalty: 4739.838867
	Iteration 124Q: 3 clusters Score -1696048 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10969 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1696054.375000 Penalty: 4739.838867
	Iteration 125Q: 3 clusters Score -1696054 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1696052.625000 Penalty: 4739.838867
	Iteration 126Q: 3 clusters Score -1696053 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1696061.000000 Penalty: 4739.838867
	Iteration 127Q: 3 clusters Score -1696061 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -1696068.625000 Penalty: 4739.838867
	Iteration 128Q: 3 clusters Score -1696069 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -1696076.500000 Penalty: 4739.838867
	Iteration 129Q: 3 clusters Score -1696076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -1696088.000000 Penalty: 4739.838867
	Iteration 130Q: 3 clusters Score -1696088 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11159 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1696100.000000 Penalty: 4739.838867
	Iteration 131Q: 3 clusters Score -1696100 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1696112.750000 Penalty: 4739.838867
	Iteration 132Q: 3 clusters Score -1696113 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1696130.875000 Penalty: 4739.838867
	Iteration 133Q: 3 clusters Score -1696131 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1696146.500000 Penalty: 4739.838867
	Iteration 134Q: 3 clusters Score -1696146 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1696154.500000 Penalty: 4739.838867
	Iteration 135Q: 3 clusters Score -1696154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -1696172.500000 Penalty: 4739.838867
	Iteration 136Q: 3 clusters Score -1696172 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1696184.500000 Penalty: 4739.838867
	Iteration 137Q: 3 clusters Score -1696184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -1696197.375000 Penalty: 4739.838867
	Iteration 138Q: 3 clusters Score -1696197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -1696206.125000 Penalty: 4739.838867
	Iteration 139Q: 3 clusters Score -1696206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -1696212.000000 Penalty: 4739.838867
	Iteration 140F: 3 clusters Score -1696212 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1696224.125000 Penalty: 4739.838867
	Iteration 141Q: 3 clusters Score -1696224 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1696236.625000 Penalty: 4739.838867
	Iteration 142Q: 3 clusters Score -1696237 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1696247.375000 Penalty: 4739.838867
	Iteration 143Q: 3 clusters Score -1696247 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -1696255.875000 Penalty: 4739.838867
	Iteration 144Q: 3 clusters Score -1696256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1696260.000000 Penalty: 4739.838867
	Iteration 145Q: 3 clusters Score -1696260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1696273.000000 Penalty: 4739.838867
	Iteration 146Q: 3 clusters Score -1696273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -1696273.750000 Penalty: 4739.838867
	Iteration 147Q: 3 clusters Score -1696274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1696279.000000 Penalty: 4739.838867
	Iteration 148Q: 3 clusters Score -1696279 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1696285.250000 Penalty: 4739.838867
	Iteration 149Q: 3 clusters Score -1696285 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1696287.375000 Penalty: 4739.838867
	Iteration 150Q: 3 clusters Score -1696287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11861 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -1696290.500000 Penalty: 4739.838867
	Iteration 151Q: 3 clusters Score -1696290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1696293.625000 Penalty: 4739.838867
	Iteration 152Q: 3 clusters Score -1696294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1696291.375000 Penalty: 4739.838867
	Iteration 153Q: 3 clusters Score -1696291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1696292.250000 Penalty: 4739.838867
	Iteration 154Q: 3 clusters Score -1696292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1696300.125000 Penalty: 4739.838867
	Iteration 155Q: 3 clusters Score -1696300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1696298.375000 Penalty: 4739.838867
	Iteration 156Q: 3 clusters Score -1696298 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1696295.375000 Penalty: 4739.838867
	Iteration 157Q: 3 clusters Score -1696295 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1696299.250000 Penalty: 4739.838867
	Iteration 158Q: 3 clusters Score -1696299 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -1696298.625000 Penalty: 4739.838867
	Iteration 159Q: 3 clusters Score -1696299 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11910 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1696302.250000 Penalty: 4739.838867
	Iteration 160F: 3 clusters Score -1696302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11913 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1696298.000000 Penalty: 4739.838867
	Iteration 161Q: 3 clusters Score -1696298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1696298.375000 Penalty: 4739.838867
	Iteration 162Q: 3 clusters Score -1696298 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1696298.375000 Penalty: 4739.838867
	Iteration 163F: 3 clusters Score -1696298 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -47042.390625 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -47042.39 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 235 members 
Entering Unmasked Estep 
Score: -45529.148438 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -45529.15 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45766.781250 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -45766.78 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -45891.394531 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -45891.39 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46016.386719 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -46016.39 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46158.546875 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -46158.55 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -46198.492188 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -46198.49 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -46227.375000 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -46227.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -46253.253906 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -46253.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -46267.546875 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -46267.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -46273.238281 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -46273.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46275.480469 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -46275.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46282.367188 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -46282.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46288.390625 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -46288.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -46288.390625 Penalty: 3061.163330
	Iteration 13F: 3 clusters Score -46288.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (311018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311018 members 
Entering Unmasked Estep 
Score: -36663916.000000 Penalty: 3136.606201
	Iteration 0F: 2 clusters Score -3.666392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155660 members 
Mstep: Class 2 contains 155358 members 
Entering Unmasked Estep 
Score: -36471100.000000 Penalty: 6273.212402
	Iteration 0F: 3 clusters Score -3.64711e+07 nChanged 150704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160456 members 
Mstep: Class 2 contains 150562 members 
Entering Unmasked Estep 
Score: -36560404.000000 Penalty: 6273.212402
	Iteration 1F: 3 clusters Score -3.65604e+07 nChanged 7324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162998 members 
Mstep: Class 2 contains 148020 members 
Entering Unmasked Estep 
Score: -36561628.000000 Penalty: 6273.212402
	Iteration 2Q: 3 clusters Score -3.656163e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167024 members 
Mstep: Class 2 contains 143994 members 
Entering Unmasked Estep 
Score: -36563064.000000 Penalty: 6273.212402
	Iteration 3Q: 3 clusters Score -3.656306e+07 nChanged 9006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173134 members 
Mstep: Class 2 contains 137884 members 
Entering Unmasked Estep 
Score: -36565316.000000 Penalty: 6273.212402
	Iteration 4Q: 3 clusters Score -3.656532e+07 nChanged 11261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182347 members 
Mstep: Class 2 contains 128671 members 
Entering Unmasked Estep 
Score: -36569244.000000 Penalty: 6273.212402
	Iteration 5Q: 3 clusters Score -3.656924e+07 nChanged 14936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196031 members 
Mstep: Class 2 contains 114987 members 
Entering Unmasked Estep 
Score: -36576632.000000 Penalty: 6273.212402
	Iteration 6Q: 3 clusters Score -3.657663e+07 nChanged 19499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214814 members 
Mstep: Class 2 contains 96204 members 
Entering Unmasked Estep 
Score: -36589036.000000 Penalty: 6273.212402
	Iteration 7F: 3 clusters Score -3.658904e+07 nChanged 22960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237438 members 
Mstep: Class 2 contains 73580 members 
Entering Unmasked Estep 
Score: -36606624.000000 Penalty: 6273.212402
	Iteration 8F: 3 clusters Score -3.660662e+07 nChanged 22615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259859 members 
Mstep: Class 2 contains 51159 members 
Entering Unmasked Estep 
Score: -36625756.000000 Penalty: 6273.212402
	Iteration 9F: 3 clusters Score -3.662576e+07 nChanged 18253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278008 members 
Mstep: Class 2 contains 33010 members 
Entering Unmasked Estep 
Score: -36642184.000000 Penalty: 6273.212402
	Iteration 10F: 3 clusters Score -3.664218e+07 nChanged 12768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290742 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -36654148.000000 Penalty: 6273.212402
	Iteration 11Q: 3 clusters Score -3.665415e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299079 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -36660896.000000 Penalty: 6273.212402
	Iteration 12Q: 3 clusters Score -3.66609e+07 nChanged 5621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304696 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -36661916.000000 Penalty: 6273.212402
	Iteration 13Q: 3 clusters Score -3.666192e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307929 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -36662144.000000 Penalty: 6273.212402
	Iteration 14Q: 3 clusters Score -3.666214e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309465 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -36661676.000000 Penalty: 6273.212402
	Iteration 15Q: 3 clusters Score -3.666168e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310109 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -36661588.000000 Penalty: 6273.212402
	Iteration 16Q: 3 clusters Score -3.666159e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310378 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -36661560.000000 Penalty: 6273.212402
	Iteration 17Q: 3 clusters Score -3.666156e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310504 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -36661512.000000 Penalty: 6273.212402
	Iteration 18Q: 3 clusters Score -3.666151e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310564 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -36661508.000000 Penalty: 6273.212402
	Iteration 19Q: 3 clusters Score -3.666151e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310601 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -36661540.000000 Penalty: 6273.212402
	Iteration 20F: 3 clusters Score -3.666154e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310638 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -36661580.000000 Penalty: 6273.212402
	Iteration 21Q: 3 clusters Score -3.666158e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310661 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -36661580.000000 Penalty: 6273.212402
	Iteration 22Q: 3 clusters Score -3.666158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310673 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -36661568.000000 Penalty: 6273.212402
	Iteration 23Q: 3 clusters Score -3.666157e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310680 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -36661600.000000 Penalty: 6273.212402
	Iteration 24Q: 3 clusters Score -3.66616e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310687 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -36661588.000000 Penalty: 6273.212402
	Iteration 25Q: 3 clusters Score -3.666159e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310690 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -36661580.000000 Penalty: 6273.212402
	Iteration 26Q: 3 clusters Score -3.666158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310691 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -36661576.000000 Penalty: 6273.212402
	Iteration 27Q: 3 clusters Score -3.666158e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310692 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36661584.000000 Penalty: 6273.212402
	Iteration 28Q: 3 clusters Score -3.666158e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310692 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36661596.000000 Penalty: 6273.212402
	Iteration 29Q: 3 clusters Score -3.66616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310692 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36661592.000000 Penalty: 6273.212402
	Iteration 30Q: 3 clusters Score -3.666159e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310693 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -36661608.000000 Penalty: 6273.212402
	Iteration 31Q: 3 clusters Score -3.666161e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310692 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -36661596.000000 Penalty: 6273.212402
	Iteration 32Q: 3 clusters Score -3.66616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310694 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -36661616.000000 Penalty: 6273.212402
	Iteration 33Q: 3 clusters Score -3.666162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310696 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -36661632.000000 Penalty: 6273.212402
	Iteration 34Q: 3 clusters Score -3.666163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310697 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36661612.000000 Penalty: 6273.212402
	Iteration 35Q: 3 clusters Score -3.666161e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310697 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -36661612.000000 Penalty: 6273.212402
	Iteration 36F: 3 clusters Score -3.666161e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (20396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20396 members 
Entering Unmasked Estep 
Score: -2240273.500000 Penalty: 2460.927246
	Iteration 0F: 2 clusters Score -2240274 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 10133 members 
Entering Unmasked Estep 
Score: -2226092.750000 Penalty: 4921.854492
	Iteration 0F: 3 clusters Score -2226093 nChanged 8931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2230802.000000 Penalty: 4921.854492
	Iteration 1F: 3 clusters Score -2230802 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2231327.000000 Penalty: 4921.854492
	Iteration 2F: 3 clusters Score -2231327 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10815 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2232034.750000 Penalty: 4921.854492
	Iteration 3F: 3 clusters Score -2232035 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2232798.250000 Penalty: 4921.854492
	Iteration 4F: 3 clusters Score -2232798 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11231 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -2233617.750000 Penalty: 4921.854492
	Iteration 5F: 3 clusters Score -2233618 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -2234494.750000 Penalty: 4921.854492
	Iteration 6F: 3 clusters Score -2234495 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -2235291.500000 Penalty: 4921.854492
	Iteration 7F: 3 clusters Score -2235292 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 8840 members 
Entering Unmasked Estep 
Score: -2235902.000000 Penalty: 4921.854492
	Iteration 8F: 3 clusters Score -2235902 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -2236317.250000 Penalty: 4921.854492
	Iteration 9Q: 3 clusters Score -2236317 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -2236662.750000 Penalty: 4921.854492
	Iteration 10Q: 3 clusters Score -2236663 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2236955.500000 Penalty: 4921.854492
	Iteration 11Q: 3 clusters Score -2236956 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2237186.750000 Penalty: 4921.854492
	Iteration 12Q: 3 clusters Score -2237187 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -2237361.750000 Penalty: 4921.854492
	Iteration 13Q: 3 clusters Score -2237362 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -2237466.500000 Penalty: 4921.854492
	Iteration 14Q: 3 clusters Score -2237466 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11084 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2237549.500000 Penalty: 4921.854492
	Iteration 15Q: 3 clusters Score -2237550 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -2237600.000000 Penalty: 4921.854492
	Iteration 16Q: 3 clusters Score -2237600 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2237642.250000 Penalty: 4921.854492
	Iteration 17Q: 3 clusters Score -2237642 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -2237673.500000 Penalty: 4921.854492
	Iteration 18Q: 3 clusters Score -2237674 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2237695.750000 Penalty: 4921.854492
	Iteration 19Q: 3 clusters Score -2237696 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2237715.000000 Penalty: 4921.854492
	Iteration 20F: 3 clusters Score -2237715 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2237729.500000 Penalty: 4921.854492
	Iteration 21Q: 3 clusters Score -2237730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2237744.000000 Penalty: 4921.854492
	Iteration 22Q: 3 clusters Score -2237744 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -2237751.500000 Penalty: 4921.854492
	Iteration 23Q: 3 clusters Score -2237752 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -2237760.250000 Penalty: 4921.854492
	Iteration 24Q: 3 clusters Score -2237760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -2237770.750000 Penalty: 4921.854492
	Iteration 25Q: 3 clusters Score -2237771 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2237779.500000 Penalty: 4921.854492
	Iteration 26Q: 3 clusters Score -2237780 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10213 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -2237797.000000 Penalty: 4921.854492
	Iteration 27Q: 3 clusters Score -2237797 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2237799.750000 Penalty: 4921.854492
	Iteration 28Q: 3 clusters Score -2237800 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 10289 members 
Entering Unmasked Estep 
Score: -2237809.250000 Penalty: 4921.854492
	Iteration 29Q: 3 clusters Score -2237809 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -2237816.500000 Penalty: 4921.854492
	Iteration 30Q: 3 clusters Score -2237816 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2237830.000000 Penalty: 4921.854492
	Iteration 31Q: 3 clusters Score -2237830 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9922 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2237842.000000 Penalty: 4921.854492
	Iteration 32Q: 3 clusters Score -2237842 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2237856.000000 Penalty: 4921.854492
	Iteration 33Q: 3 clusters Score -2237856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2237880.500000 Penalty: 4921.854492
	Iteration 34Q: 3 clusters Score -2237880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9704 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2237883.000000 Penalty: 4921.854492
	Iteration 35Q: 3 clusters Score -2237883 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2237898.500000 Penalty: 4921.854492
	Iteration 36Q: 3 clusters Score -2237898 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9517 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -2237918.750000 Penalty: 4921.854492
	Iteration 37Q: 3 clusters Score -2237919 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 10961 members 
Entering Unmasked Estep 
Score: -2237927.500000 Penalty: 4921.854492
	Iteration 38Q: 3 clusters Score -2237928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -2237944.250000 Penalty: 4921.854492
	Iteration 39Q: 3 clusters Score -2237944 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2237958.250000 Penalty: 4921.854492
	Iteration 40F: 3 clusters Score -2237958 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -2237969.500000 Penalty: 4921.854492
	Iteration 41Q: 3 clusters Score -2237970 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 11306 members 
Entering Unmasked Estep 
Score: -2237988.750000 Penalty: 4921.854492
	Iteration 42Q: 3 clusters Score -2237989 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 11377 members 
Entering Unmasked Estep 
Score: -2238000.500000 Penalty: 4921.854492
	Iteration 43Q: 3 clusters Score -2238000 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 11459 members 
Entering Unmasked Estep 
Score: -2238009.000000 Penalty: 4921.854492
	Iteration 44Q: 3 clusters Score -2238009 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2238024.250000 Penalty: 4921.854492
	Iteration 45Q: 3 clusters Score -2238024 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 11619 members 
Entering Unmasked Estep 
Score: -2238049.000000 Penalty: 4921.854492
	Iteration 46Q: 3 clusters Score -2238049 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -2238062.250000 Penalty: 4921.854492
	Iteration 47Q: 3 clusters Score -2238062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -2238066.750000 Penalty: 4921.854492
	Iteration 48Q: 3 clusters Score -2238067 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2238076.000000 Penalty: 4921.854492
	Iteration 49Q: 3 clusters Score -2238076 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 11926 members 
Entering Unmasked Estep 
Score: -2238079.000000 Penalty: 4921.854492
	Iteration 50Q: 3 clusters Score -2238079 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 11976 members 
Entering Unmasked Estep 
Score: -2238091.500000 Penalty: 4921.854492
	Iteration 51Q: 3 clusters Score -2238092 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -2238093.250000 Penalty: 4921.854492
	Iteration 52Q: 3 clusters Score -2238093 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2238107.000000 Penalty: 4921.854492
	Iteration 53Q: 3 clusters Score -2238107 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2238106.000000 Penalty: 4921.854492
	Iteration 54Q: 3 clusters Score -2238106 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2238112.750000 Penalty: 4921.854492
	Iteration 55Q: 3 clusters Score -2238113 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -2238116.750000 Penalty: 4921.854492
	Iteration 56Q: 3 clusters Score -2238117 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 12228 members 
Entering Unmasked Estep 
Score: -2238125.000000 Penalty: 4921.854492
	Iteration 57Q: 3 clusters Score -2238125 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 12259 members 
Entering Unmasked Estep 
Score: -2238127.250000 Penalty: 4921.854492
	Iteration 58Q: 3 clusters Score -2238127 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -2238132.250000 Penalty: 4921.854492
	Iteration 59Q: 3 clusters Score -2238132 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 12321 members 
Entering Unmasked Estep 
Score: -2238138.500000 Penalty: 4921.854492
	Iteration 60F: 3 clusters Score -2238138 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2238144.000000 Penalty: 4921.854492
	Iteration 61Q: 3 clusters Score -2238144 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -2238145.750000 Penalty: 4921.854492
	Iteration 62Q: 3 clusters Score -2238146 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7947 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2238152.500000 Penalty: 4921.854492
	Iteration 63Q: 3 clusters Score -2238152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -2238164.000000 Penalty: 4921.854492
	Iteration 64Q: 3 clusters Score -2238164 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7867 members 
Mstep: Class 2 contains 12529 members 
Entering Unmasked Estep 
Score: -2238163.250000 Penalty: 4921.854492
	Iteration 65Q: 3 clusters Score -2238163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -2238175.750000 Penalty: 4921.854492
	Iteration 66Q: 3 clusters Score -2238176 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2238186.500000 Penalty: 4921.854492
	Iteration 67Q: 3 clusters Score -2238186 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -2238192.500000 Penalty: 4921.854492
	Iteration 68Q: 3 clusters Score -2238192 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2238199.750000 Penalty: 4921.854492
	Iteration 69Q: 3 clusters Score -2238200 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -2238212.250000 Penalty: 4921.854492
	Iteration 70Q: 3 clusters Score -2238212 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -2238216.000000 Penalty: 4921.854492
	Iteration 71Q: 3 clusters Score -2238216 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2238233.250000 Penalty: 4921.854492
	Iteration 72Q: 3 clusters Score -2238233 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -2238242.250000 Penalty: 4921.854492
	Iteration 73Q: 3 clusters Score -2238242 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -2238258.500000 Penalty: 4921.854492
	Iteration 74Q: 3 clusters Score -2238258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -2238265.000000 Penalty: 4921.854492
	Iteration 75Q: 3 clusters Score -2238265 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 13233 members 
Entering Unmasked Estep 
Score: -2238269.000000 Penalty: 4921.854492
	Iteration 76Q: 3 clusters Score -2238269 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -2238290.500000 Penalty: 4921.854492
	Iteration 77Q: 3 clusters Score -2238290 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 13416 members 
Entering Unmasked Estep 
Score: -2238307.500000 Penalty: 4921.854492
	Iteration 78Q: 3 clusters Score -2238308 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 13513 members 
Entering Unmasked Estep 
Score: -2238336.500000 Penalty: 4921.854492
	Iteration 79Q: 3 clusters Score -2238336 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -2238349.500000 Penalty: 4921.854492
	Iteration 80F: 3 clusters Score -2238350 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2238362.500000 Penalty: 4921.854492
	Iteration 81Q: 3 clusters Score -2238362 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2238367.250000 Penalty: 4921.854492
	Iteration 82Q: 3 clusters Score -2238367 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -2238390.000000 Penalty: 4921.854492
	Iteration 83Q: 3 clusters Score -2238390 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -2238399.750000 Penalty: 4921.854492
	Iteration 84Q: 3 clusters Score -2238400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -2238411.000000 Penalty: 4921.854492
	Iteration 85Q: 3 clusters Score -2238411 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6365 members 
Mstep: Class 2 contains 14031 members 
Entering Unmasked Estep 
Score: -2238415.250000 Penalty: 4921.854492
	Iteration 86Q: 3 clusters Score -2238415 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -2238432.000000 Penalty: 4921.854492
	Iteration 87Q: 3 clusters Score -2238432 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2238431.750000 Penalty: 4921.854492
	Iteration 88Q: 3 clusters Score -2238432 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2238435.500000 Penalty: 4921.854492
	Iteration 89Q: 3 clusters Score -2238436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 14221 members 
Entering Unmasked Estep 
Score: -2238435.000000 Penalty: 4921.854492
	Iteration 90Q: 3 clusters Score -2238435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -2238431.750000 Penalty: 4921.854492
	Iteration 91Q: 3 clusters Score -2238432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2238437.250000 Penalty: 4921.854492
	Iteration 92Q: 3 clusters Score -2238437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2238437.000000 Penalty: 4921.854492
	Iteration 93Q: 3 clusters Score -2238437 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2238440.250000 Penalty: 4921.854492
	Iteration 94Q: 3 clusters Score -2238440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2238441.250000 Penalty: 4921.854492
	Iteration 95Q: 3 clusters Score -2238441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2238447.000000 Penalty: 4921.854492
	Iteration 96Q: 3 clusters Score -2238447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -2238442.000000 Penalty: 4921.854492
	Iteration 97Q: 3 clusters Score -2238442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -2238440.000000 Penalty: 4921.854492
	Iteration 98Q: 3 clusters Score -2238440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -2238448.000000 Penalty: 4921.854492
	Iteration 99Q: 3 clusters Score -2238448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -2238447.000000 Penalty: 4921.854492
	Iteration 100F: 3 clusters Score -2238447 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -2238451.500000 Penalty: 4921.854492
	Iteration 101Q: 3 clusters Score -2238452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -2238446.250000 Penalty: 4921.854492
	Iteration 102Q: 3 clusters Score -2238446 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2238451.250000 Penalty: 4921.854492
	Iteration 103Q: 3 clusters Score -2238451 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 14412 members 
Entering Unmasked Estep 
Score: -2238453.250000 Penalty: 4921.854492
	Iteration 104Q: 3 clusters Score -2238453 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 14424 members 
Entering Unmasked Estep 
Score: -2238451.750000 Penalty: 4921.854492
	Iteration 105Q: 3 clusters Score -2238452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2238453.500000 Penalty: 4921.854492
	Iteration 106Q: 3 clusters Score -2238454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 14447 members 
Entering Unmasked Estep 
Score: -2238450.500000 Penalty: 4921.854492
	Iteration 107Q: 3 clusters Score -2238450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -2238456.250000 Penalty: 4921.854492
	Iteration 108Q: 3 clusters Score -2238456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -2238457.750000 Penalty: 4921.854492
	Iteration 109Q: 3 clusters Score -2238458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -2238458.500000 Penalty: 4921.854492
	Iteration 110Q: 3 clusters Score -2238458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -2238467.000000 Penalty: 4921.854492
	Iteration 111Q: 3 clusters Score -2238467 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -2238472.500000 Penalty: 4921.854492
	Iteration 112Q: 3 clusters Score -2238472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 14563 members 
Entering Unmasked Estep 
Score: -2238473.500000 Penalty: 4921.854492
	Iteration 113Q: 3 clusters Score -2238474 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -2238465.250000 Penalty: 4921.854492
	Iteration 114Q: 3 clusters Score -2238465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2238468.500000 Penalty: 4921.854492
	Iteration 115Q: 3 clusters Score -2238468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 14618 members 
Entering Unmasked Estep 
Score: -2238470.000000 Penalty: 4921.854492
	Iteration 116Q: 3 clusters Score -2238470 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 14633 members 
Entering Unmasked Estep 
Score: -2238472.500000 Penalty: 4921.854492
	Iteration 117Q: 3 clusters Score -2238472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
Score: -2238471.250000 Penalty: 4921.854492
	Iteration 118Q: 3 clusters Score -2238471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 14665 members 
Entering Unmasked Estep 
Score: -2238479.500000 Penalty: 4921.854492
	Iteration 119Q: 3 clusters Score -2238480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 14678 members 
Entering Unmasked Estep 
Score: -2238476.000000 Penalty: 4921.854492
	Iteration 120F: 3 clusters Score -2238476 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2238482.000000 Penalty: 4921.854492
	Iteration 121Q: 3 clusters Score -2238482 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -2238484.250000 Penalty: 4921.854492
	Iteration 122Q: 3 clusters Score -2238484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2238487.750000 Penalty: 4921.854492
	Iteration 123Q: 3 clusters Score -2238488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 14734 members 
Entering Unmasked Estep 
Score: -2238485.000000 Penalty: 4921.854492
	Iteration 124Q: 3 clusters Score -2238485 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2238487.000000 Penalty: 4921.854492
	Iteration 125Q: 3 clusters Score -2238487 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 14754 members 
Entering Unmasked Estep 
Score: -2238485.000000 Penalty: 4921.854492
	Iteration 126Q: 3 clusters Score -2238485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 14763 members 
Entering Unmasked Estep 
Score: -2238489.250000 Penalty: 4921.854492
	Iteration 127Q: 3 clusters Score -2238489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 14772 members 
Entering Unmasked Estep 
Score: -2238482.500000 Penalty: 4921.854492
	Iteration 128Q: 3 clusters Score -2238482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2238489.750000 Penalty: 4921.854492
	Iteration 129Q: 3 clusters Score -2238490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -2238491.250000 Penalty: 4921.854492
	Iteration 130Q: 3 clusters Score -2238491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -2238494.250000 Penalty: 4921.854492
	Iteration 131Q: 3 clusters Score -2238494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5564 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2238501.250000 Penalty: 4921.854492
	Iteration 132Q: 3 clusters Score -2238501 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -2238505.250000 Penalty: 4921.854492
	Iteration 133Q: 3 clusters Score -2238505 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -2238509.750000 Penalty: 4921.854492
	Iteration 134Q: 3 clusters Score -2238510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -2238510.000000 Penalty: 4921.854492
	Iteration 135Q: 3 clusters Score -2238510 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 14887 members 
Entering Unmasked Estep 
Score: -2238514.000000 Penalty: 4921.854492
	Iteration 136Q: 3 clusters Score -2238514 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -2238517.750000 Penalty: 4921.854492
	Iteration 137Q: 3 clusters Score -2238518 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -2238519.750000 Penalty: 4921.854492
	Iteration 138Q: 3 clusters Score -2238520 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 14938 members 
Entering Unmasked Estep 
Score: -2238519.250000 Penalty: 4921.854492
	Iteration 139Q: 3 clusters Score -2238519 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 14957 members 
Entering Unmasked Estep 
Score: -2238527.750000 Penalty: 4921.854492
	Iteration 140F: 3 clusters Score -2238528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -2238521.000000 Penalty: 4921.854492
	Iteration 141Q: 3 clusters Score -2238521 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -2238523.750000 Penalty: 4921.854492
	Iteration 142Q: 3 clusters Score -2238524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 14994 members 
Entering Unmasked Estep 
Score: -2238527.250000 Penalty: 4921.854492
	Iteration 143Q: 3 clusters Score -2238527 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 15003 members 
Entering Unmasked Estep 
Score: -2238524.000000 Penalty: 4921.854492
	Iteration 144Q: 3 clusters Score -2238524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 15009 members 
Entering Unmasked Estep 
Score: -2238526.000000 Penalty: 4921.854492
	Iteration 145Q: 3 clusters Score -2238526 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -2238529.000000 Penalty: 4921.854492
	Iteration 146Q: 3 clusters Score -2238529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2238528.750000 Penalty: 4921.854492
	Iteration 147Q: 3 clusters Score -2238529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -2238527.000000 Penalty: 4921.854492
	Iteration 148Q: 3 clusters Score -2238527 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2238529.500000 Penalty: 4921.854492
	Iteration 149Q: 3 clusters Score -2238530 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2238527.000000 Penalty: 4921.854492
	Iteration 150Q: 3 clusters Score -2238527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -2238527.000000 Penalty: 4921.854492
	Iteration 151F: 3 clusters Score -2238527 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7638 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7638 members 
Entering Unmasked Estep 
Score: -851038.562500 Penalty: 2217.341064
	Iteration 0F: 2 clusters Score -851038.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -844872.312500 Penalty: 4434.682129
	Iteration 0F: 3 clusters Score -844872.3 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -846590.062500 Penalty: 4434.682129
	Iteration 1F: 3 clusters Score -846590.1 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -846984.687500 Penalty: 4434.682129
	Iteration 2F: 3 clusters Score -846984.7 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -847322.312500 Penalty: 4434.682129
	Iteration 3F: 3 clusters Score -847322.3 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -847617.187500 Penalty: 4434.682129
	Iteration 4F: 3 clusters Score -847617.2 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -847887.437500 Penalty: 4434.682129
	Iteration 5F: 3 clusters Score -847887.4 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -848139.812500 Penalty: 4434.682129
	Iteration 6F: 3 clusters Score -848139.8 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -848372.687500 Penalty: 4434.682129
	Iteration 7Q: 3 clusters Score -848372.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -848573.875000 Penalty: 4434.682129
	Iteration 8Q: 3 clusters Score -848573.9 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 2781 members 
Entering Unmasked Estep 
Score: -848773.375000 Penalty: 4434.682129
	Iteration 9Q: 3 clusters Score -848773.4 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -848972.062500 Penalty: 4434.682129
	Iteration 10Q: 3 clusters Score -848972.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -849110.562500 Penalty: 4434.682129
	Iteration 11Q: 3 clusters Score -849110.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -849212.187500 Penalty: 4434.682129
	Iteration 12Q: 3 clusters Score -849212.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -849300.562500 Penalty: 4434.682129
	Iteration 13Q: 3 clusters Score -849300.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -849376.437500 Penalty: 4434.682129
	Iteration 14Q: 3 clusters Score -849376.4 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -849434.750000 Penalty: 4434.682129
	Iteration 15Q: 3 clusters Score -849434.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -849494.062500 Penalty: 4434.682129
	Iteration 16Q: 3 clusters Score -849494.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -849538.312500 Penalty: 4434.682129
	Iteration 17Q: 3 clusters Score -849538.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -849582.437500 Penalty: 4434.682129
	Iteration 18Q: 3 clusters Score -849582.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -849617.437500 Penalty: 4434.682129
	Iteration 19Q: 3 clusters Score -849617.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -849646.437500 Penalty: 4434.682129
	Iteration 20F: 3 clusters Score -849646.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -849668.250000 Penalty: 4434.682129
	Iteration 21Q: 3 clusters Score -849668.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -849681.500000 Penalty: 4434.682129
	Iteration 22Q: 3 clusters Score -849681.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -849700.000000 Penalty: 4434.682129
	Iteration 23Q: 3 clusters Score -849700 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -849710.687500 Penalty: 4434.682129
	Iteration 24Q: 3 clusters Score -849710.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -849723.625000 Penalty: 4434.682129
	Iteration 25Q: 3 clusters Score -849723.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -849731.625000 Penalty: 4434.682129
	Iteration 26Q: 3 clusters Score -849731.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -849743.875000 Penalty: 4434.682129
	Iteration 27Q: 3 clusters Score -849743.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -849754.125000 Penalty: 4434.682129
	Iteration 28Q: 3 clusters Score -849754.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -849758.000000 Penalty: 4434.682129
	Iteration 29Q: 3 clusters Score -849758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -849763.875000 Penalty: 4434.682129
	Iteration 30Q: 3 clusters Score -849763.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -849767.250000 Penalty: 4434.682129
	Iteration 31Q: 3 clusters Score -849767.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -849769.562500 Penalty: 4434.682129
	Iteration 32Q: 3 clusters Score -849769.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6439 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -849776.625000 Penalty: 4434.682129
	Iteration 33Q: 3 clusters Score -849776.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -849776.625000 Penalty: 4434.682129
	Iteration 34Q: 3 clusters Score -849776.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -849777.625000 Penalty: 4434.682129
	Iteration 35Q: 3 clusters Score -849777.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -849777.062500 Penalty: 4434.682129
	Iteration 36Q: 3 clusters Score -849777.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -849775.500000 Penalty: 4434.682129
	Iteration 37Q: 3 clusters Score -849775.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -849775.500000 Penalty: 4434.682129
	Iteration 38F: 3 clusters Score -849775.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (58879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58879 members 
Entering Unmasked Estep 
Score: -6928034.000000 Penalty: 2723.843506
	Iteration 0F: 2 clusters Score -6928034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29564 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -6888375.500000 Penalty: 5447.687012
	Iteration 0F: 3 clusters Score -6888376 nChanged 27492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -6903625.500000 Penalty: 5447.687012
	Iteration 1F: 3 clusters Score -6903626 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -6904121.000000 Penalty: 5447.687012
	Iteration 2Q: 3 clusters Score -6904121 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32729 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -6904716.000000 Penalty: 5447.687012
	Iteration 3Q: 3 clusters Score -6904716 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34425 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -6905475.000000 Penalty: 5447.687012
	Iteration 4Q: 3 clusters Score -6905475 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36836 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -6906673.000000 Penalty: 5447.687012
	Iteration 5Q: 3 clusters Score -6906673 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -6908634.000000 Penalty: 5447.687012
	Iteration 6F: 3 clusters Score -6908634 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -6911932.500000 Penalty: 5447.687012
	Iteration 7F: 3 clusters Score -6911932 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49485 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -6916460.500000 Penalty: 5447.687012
	Iteration 8F: 3 clusters Score -6916460 nChanged 4500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53973 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -6920990.500000 Penalty: 5447.687012
	Iteration 9F: 3 clusters Score -6920990 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56779 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -6923776.500000 Penalty: 5447.687012
	Iteration 10Q: 3 clusters Score -6923776 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57970 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6924865.000000 Penalty: 5447.687012
	Iteration 11Q: 3 clusters Score -6924865 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58364 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6925211.500000 Penalty: 5447.687012
	Iteration 12Q: 3 clusters Score -6925212 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58497 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -6925393.000000 Penalty: 5447.687012
	Iteration 13Q: 3 clusters Score -6925393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58563 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -6925481.000000 Penalty: 5447.687012
	Iteration 14Q: 3 clusters Score -6925481 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58594 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -6925533.500000 Penalty: 5447.687012
	Iteration 15Q: 3 clusters Score -6925534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58609 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6925567.500000 Penalty: 5447.687012
	Iteration 16Q: 3 clusters Score -6925568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6925601.000000 Penalty: 5447.687012
	Iteration 17Q: 3 clusters Score -6925601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58627 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -6925600.000000 Penalty: 5447.687012
	Iteration 18Q: 3 clusters Score -6925600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58631 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6925607.500000 Penalty: 5447.687012
	Iteration 19Q: 3 clusters Score -6925608 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58633 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -6925610.000000 Penalty: 5447.687012
	Iteration 20F: 3 clusters Score -6925610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58637 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -6925618.500000 Penalty: 5447.687012
	Iteration 21Q: 3 clusters Score -6925618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58639 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -6925623.500000 Penalty: 5447.687012
	Iteration 22Q: 3 clusters Score -6925624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58641 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -6925631.000000 Penalty: 5447.687012
	Iteration 23Q: 3 clusters Score -6925631 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -6925634.500000 Penalty: 5447.687012
	Iteration 24Q: 3 clusters Score -6925634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6925634.500000 Penalty: 5447.687012
	Iteration 25Q: 3 clusters Score -6925634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -6925634.500000 Penalty: 5447.687012
	Iteration 26F: 3 clusters Score -6925634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7715 members 
Entering Unmasked Estep 
Score: -899401.062500 Penalty: 2219.828613
	Iteration 0F: 2 clusters Score -899401.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -893177.437500 Penalty: 4439.657227
	Iteration 0F: 3 clusters Score -893177.4 nChanged 3111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -894786.875000 Penalty: 4439.657227
	Iteration 1F: 3 clusters Score -894786.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -895034.875000 Penalty: 4439.657227
	Iteration 2F: 3 clusters Score -895034.9 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -895176.562500 Penalty: 4439.657227
	Iteration 3Q: 3 clusters Score -895176.6 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -895276.312500 Penalty: 4439.657227
	Iteration 4Q: 3 clusters Score -895276.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -895346.437500 Penalty: 4439.657227
	Iteration 5Q: 3 clusters Score -895346.4 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -895401.312500 Penalty: 4439.657227
	Iteration 6Q: 3 clusters Score -895401.3 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -895451.750000 Penalty: 4439.657227
	Iteration 7Q: 3 clusters Score -895451.8 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -895499.000000 Penalty: 4439.657227
	Iteration 8Q: 3 clusters Score -895499 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -895538.687500 Penalty: 4439.657227
	Iteration 9Q: 3 clusters Score -895538.7 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -895576.000000 Penalty: 4439.657227
	Iteration 10Q: 3 clusters Score -895576 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -895613.937500 Penalty: 4439.657227
	Iteration 11Q: 3 clusters Score -895613.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -895650.625000 Penalty: 4439.657227
	Iteration 12Q: 3 clusters Score -895650.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -895689.562500 Penalty: 4439.657227
	Iteration 13Q: 3 clusters Score -895689.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -895731.687500 Penalty: 4439.657227
	Iteration 14Q: 3 clusters Score -895731.7 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -895783.625000 Penalty: 4439.657227
	Iteration 15Q: 3 clusters Score -895783.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -895838.750000 Penalty: 4439.657227
	Iteration 16Q: 3 clusters Score -895838.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -895906.500000 Penalty: 4439.657227
	Iteration 17Q: 3 clusters Score -895906.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -896001.687500 Penalty: 4439.657227
	Iteration 18Q: 3 clusters Score -896001.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -896097.000000 Penalty: 4439.657227
	Iteration 19Q: 3 clusters Score -896097 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -896215.250000 Penalty: 4439.657227
	Iteration 20F: 3 clusters Score -896215.2 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -896349.812500 Penalty: 4439.657227
	Iteration 21Q: 3 clusters Score -896349.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -896487.500000 Penalty: 4439.657227
	Iteration 22Q: 3 clusters Score -896487.5 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -896650.375000 Penalty: 4439.657227
	Iteration 23Q: 3 clusters Score -896650.4 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -896804.312500 Penalty: 4439.657227
	Iteration 24Q: 3 clusters Score -896804.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 6584 members 
Entering Unmasked Estep 
Score: -896918.437500 Penalty: 4439.657227
	Iteration 25Q: 3 clusters Score -896918.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -897013.812500 Penalty: 4439.657227
	Iteration 26Q: 3 clusters Score -897013.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -897098.437500 Penalty: 4439.657227
	Iteration 27Q: 3 clusters Score -897098.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 6921 members 
Entering Unmasked Estep 
Score: -897182.312500 Penalty: 4439.657227
	Iteration 28Q: 3 clusters Score -897182.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -897251.125000 Penalty: 4439.657227
	Iteration 29Q: 3 clusters Score -897251.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -897301.812500 Penalty: 4439.657227
	Iteration 30Q: 3 clusters Score -897301.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 7094 members 
Entering Unmasked Estep 
Score: -897335.562500 Penalty: 4439.657227
	Iteration 31Q: 3 clusters Score -897335.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -897361.937500 Penalty: 4439.657227
	Iteration 32Q: 3 clusters Score -897361.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -897384.000000 Penalty: 4439.657227
	Iteration 33Q: 3 clusters Score -897384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 7162 members 
Entering Unmasked Estep 
Score: -897399.875000 Penalty: 4439.657227
	Iteration 34Q: 3 clusters Score -897399.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 7180 members 
Entering Unmasked Estep 
Score: -897420.812500 Penalty: 4439.657227
	Iteration 35Q: 3 clusters Score -897420.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -897443.875000 Penalty: 4439.657227
	Iteration 36Q: 3 clusters Score -897443.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -897456.687500 Penalty: 4439.657227
	Iteration 37Q: 3 clusters Score -897456.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -897464.312500 Penalty: 4439.657227
	Iteration 38Q: 3 clusters Score -897464.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -897470.687500 Penalty: 4439.657227
	Iteration 39Q: 3 clusters Score -897470.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -897473.812500 Penalty: 4439.657227
	Iteration 40F: 3 clusters Score -897473.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -897483.000000 Penalty: 4439.657227
	Iteration 41Q: 3 clusters Score -897483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -897484.562500 Penalty: 4439.657227
	Iteration 42Q: 3 clusters Score -897484.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -897486.187500 Penalty: 4439.657227
	Iteration 43Q: 3 clusters Score -897486.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -897489.812500 Penalty: 4439.657227
	Iteration 44Q: 3 clusters Score -897489.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -897494.312500 Penalty: 4439.657227
	Iteration 45Q: 3 clusters Score -897494.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -897493.875000 Penalty: 4439.657227
	Iteration 46Q: 3 clusters Score -897493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -897496.437500 Penalty: 4439.657227
	Iteration 47Q: 3 clusters Score -897496.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -897497.875000 Penalty: 4439.657227
	Iteration 48Q: 3 clusters Score -897497.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -897497.875000 Penalty: 4439.657227
	Iteration 49F: 3 clusters Score -897497.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (69637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69637 members 
Entering Unmasked Estep 
Score: -7958846.000000 Penalty: 2765.460693
	Iteration 0F: 2 clusters Score -7958846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -7911976.000000 Penalty: 5530.921387
	Iteration 0F: 3 clusters Score -7911976 nChanged 32778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36094 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -7930370.500000 Penalty: 5530.921387
	Iteration 1F: 3 clusters Score -7930370 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36945 members 
Mstep: Class 2 contains 32692 members 
Entering Unmasked Estep 
Score: -7931049.500000 Penalty: 5530.921387
	Iteration 2Q: 3 clusters Score -7931050 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38252 members 
Mstep: Class 2 contains 31385 members 
Entering Unmasked Estep 
Score: -7931887.500000 Penalty: 5530.921387
	Iteration 3Q: 3 clusters Score -7931888 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40052 members 
Mstep: Class 2 contains 29585 members 
Entering Unmasked Estep 
Score: -7932931.000000 Penalty: 5530.921387
	Iteration 4Q: 3 clusters Score -7932931 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42624 members 
Mstep: Class 2 contains 27013 members 
Entering Unmasked Estep 
Score: -7934384.000000 Penalty: 5530.921387
	Iteration 5Q: 3 clusters Score -7934384 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -7936636.000000 Penalty: 5530.921387
	Iteration 6F: 3 clusters Score -7936636 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50379 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -7939803.500000 Penalty: 5530.921387
	Iteration 7F: 3 clusters Score -7939804 nChanged 5040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55229 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -7943910.000000 Penalty: 5530.921387
	Iteration 8F: 3 clusters Score -7943910 nChanged 4880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -7948271.500000 Penalty: 5530.921387
	Iteration 9F: 3 clusters Score -7948272 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63834 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -7951815.000000 Penalty: 5530.921387
	Iteration 10F: 3 clusters Score -7951815 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66313 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -7954004.000000 Penalty: 5530.921387
	Iteration 11Q: 3 clusters Score -7954004 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67732 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -7955169.500000 Penalty: 5530.921387
	Iteration 12Q: 3 clusters Score -7955170 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68474 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -7955828.500000 Penalty: 5530.921387
	Iteration 13Q: 3 clusters Score -7955828 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -7956068.500000 Penalty: 5530.921387
	Iteration 14Q: 3 clusters Score -7956068 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -7956166.500000 Penalty: 5530.921387
	Iteration 15Q: 3 clusters Score -7956166 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69077 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -7956252.500000 Penalty: 5530.921387
	Iteration 16Q: 3 clusters Score -7956252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69131 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -7956321.500000 Penalty: 5530.921387
	Iteration 17Q: 3 clusters Score -7956322 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69167 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -7956362.500000 Penalty: 5530.921387
	Iteration 18Q: 3 clusters Score -7956362 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69190 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -7956385.000000 Penalty: 5530.921387
	Iteration 19Q: 3 clusters Score -7956385 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69207 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -7956403.500000 Penalty: 5530.921387
	Iteration 20F: 3 clusters Score -7956404 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69222 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7956413.500000 Penalty: 5530.921387
	Iteration 21Q: 3 clusters Score -7956414 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7956423.500000 Penalty: 5530.921387
	Iteration 22Q: 3 clusters Score -7956424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69234 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7956437.500000 Penalty: 5530.921387
	Iteration 23Q: 3 clusters Score -7956438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69244 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -7956446.500000 Penalty: 5530.921387
	Iteration 24Q: 3 clusters Score -7956446 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69246 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7956463.000000 Penalty: 5530.921387
	Iteration 25Q: 3 clusters Score -7956463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69249 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7956464.000000 Penalty: 5530.921387
	Iteration 26Q: 3 clusters Score -7956464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69253 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -7956476.000000 Penalty: 5530.921387
	Iteration 27Q: 3 clusters Score -7956476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69256 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7956467.000000 Penalty: 5530.921387
	Iteration 28Q: 3 clusters Score -7956467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69258 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7956469.000000 Penalty: 5530.921387
	Iteration 29Q: 3 clusters Score -7956469 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69261 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7956479.000000 Penalty: 5530.921387
	Iteration 30Q: 3 clusters Score -7956479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69265 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7956482.500000 Penalty: 5530.921387
	Iteration 31Q: 3 clusters Score -7956482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7956484.000000 Penalty: 5530.921387
	Iteration 32Q: 3 clusters Score -7956484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69269 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7956484.000000 Penalty: 5530.921387
	Iteration 33F: 3 clusters Score -7956484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14084 members 
Entering Unmasked Estep 
Score: -1569198.500000 Penalty: 2369.093018
	Iteration 0F: 2 clusters Score -1569198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1559005.500000 Penalty: 4738.186035
	Iteration 0F: 3 clusters Score -1559006 nChanged 5920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1562146.375000 Penalty: 4738.186035
	Iteration 1F: 3 clusters Score -1562146 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1562514.125000 Penalty: 4738.186035
	Iteration 2F: 3 clusters Score -1562514 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -1562836.250000 Penalty: 4738.186035
	Iteration 3F: 3 clusters Score -1562836 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1563168.000000 Penalty: 4738.186035
	Iteration 4Q: 3 clusters Score -1563168 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1563515.750000 Penalty: 4738.186035
	Iteration 5Q: 3 clusters Score -1563516 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -1563877.500000 Penalty: 4738.186035
	Iteration 6Q: 3 clusters Score -1563878 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1564238.000000 Penalty: 4738.186035
	Iteration 7Q: 3 clusters Score -1564238 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7213 members 
Entering Unmasked Estep 
Score: -1564594.875000 Penalty: 4738.186035
	Iteration 8Q: 3 clusters Score -1564595 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -1564929.250000 Penalty: 4738.186035
	Iteration 9Q: 3 clusters Score -1564929 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -1565224.250000 Penalty: 4738.186035
	Iteration 10Q: 3 clusters Score -1565224 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 7060 members 
Entering Unmasked Estep 
Score: -1565469.500000 Penalty: 4738.186035
	Iteration 11Q: 3 clusters Score -1565470 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -1565713.125000 Penalty: 4738.186035
	Iteration 12Q: 3 clusters Score -1565713 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1566036.500000 Penalty: 4738.186035
	Iteration 13Q: 3 clusters Score -1566036 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 6727 members 
Entering Unmasked Estep 
Score: -1566411.250000 Penalty: 4738.186035
	Iteration 14Q: 3 clusters Score -1566411 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -1566775.750000 Penalty: 4738.186035
	Iteration 15Q: 3 clusters Score -1566776 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1567069.500000 Penalty: 4738.186035
	Iteration 16Q: 3 clusters Score -1567070 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -1567301.250000 Penalty: 4738.186035
	Iteration 17Q: 3 clusters Score -1567301 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7687 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -1567461.625000 Penalty: 4738.186035
	Iteration 18Q: 3 clusters Score -1567462 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1567560.500000 Penalty: 4738.186035
	Iteration 19Q: 3 clusters Score -1567560 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1567623.250000 Penalty: 4738.186035
	Iteration 20F: 3 clusters Score -1567623 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1567661.500000 Penalty: 4738.186035
	Iteration 21Q: 3 clusters Score -1567662 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1567708.750000 Penalty: 4738.186035
	Iteration 22Q: 3 clusters Score -1567709 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -1567740.500000 Penalty: 4738.186035
	Iteration 23Q: 3 clusters Score -1567740 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7584 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1567788.375000 Penalty: 4738.186035
	Iteration 24Q: 3 clusters Score -1567788 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 6543 members 
Entering Unmasked Estep 
Score: -1567827.250000 Penalty: 4738.186035
	Iteration 25Q: 3 clusters Score -1567827 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 6598 members 
Entering Unmasked Estep 
Score: -1567871.000000 Penalty: 4738.186035
	Iteration 26Q: 3 clusters Score -1567871 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1567909.375000 Penalty: 4738.186035
	Iteration 27Q: 3 clusters Score -1567909 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -1567938.750000 Penalty: 4738.186035
	Iteration 28Q: 3 clusters Score -1567939 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -1567956.125000 Penalty: 4738.186035
	Iteration 29Q: 3 clusters Score -1567956 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1567976.375000 Penalty: 4738.186035
	Iteration 30Q: 3 clusters Score -1567976 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1568003.250000 Penalty: 4738.186035
	Iteration 31Q: 3 clusters Score -1568003 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1568016.000000 Penalty: 4738.186035
	Iteration 32Q: 3 clusters Score -1568016 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1568029.625000 Penalty: 4738.186035
	Iteration 33Q: 3 clusters Score -1568030 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1568040.875000 Penalty: 4738.186035
	Iteration 34Q: 3 clusters Score -1568041 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1568054.125000 Penalty: 4738.186035
	Iteration 35Q: 3 clusters Score -1568054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1568056.625000 Penalty: 4738.186035
	Iteration 36Q: 3 clusters Score -1568057 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1568068.875000 Penalty: 4738.186035
	Iteration 37Q: 3 clusters Score -1568069 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -1568071.375000 Penalty: 4738.186035
	Iteration 38Q: 3 clusters Score -1568071 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1568076.625000 Penalty: 4738.186035
	Iteration 39Q: 3 clusters Score -1568077 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1568088.375000 Penalty: 4738.186035
	Iteration 40F: 3 clusters Score -1568088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -1568092.750000 Penalty: 4738.186035
	Iteration 41Q: 3 clusters Score -1568093 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1568089.000000 Penalty: 4738.186035
	Iteration 42Q: 3 clusters Score -1568089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 7252 members 
Entering Unmasked Estep 
Score: -1568089.375000 Penalty: 4738.186035
	Iteration 43Q: 3 clusters Score -1568089 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1568096.250000 Penalty: 4738.186035
	Iteration 44Q: 3 clusters Score -1568096 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1568107.750000 Penalty: 4738.186035
	Iteration 45Q: 3 clusters Score -1568108 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1568118.000000 Penalty: 4738.186035
	Iteration 46Q: 3 clusters Score -1568118 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1568116.375000 Penalty: 4738.186035
	Iteration 47Q: 3 clusters Score -1568116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -1568123.000000 Penalty: 4738.186035
	Iteration 48Q: 3 clusters Score -1568123 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1568128.500000 Penalty: 4738.186035
	Iteration 49Q: 3 clusters Score -1568128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 7484 members 
Entering Unmasked Estep 
Score: -1568135.250000 Penalty: 4738.186035
	Iteration 50Q: 3 clusters Score -1568135 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -1568140.750000 Penalty: 4738.186035
	Iteration 51Q: 3 clusters Score -1568141 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -1568146.250000 Penalty: 4738.186035
	Iteration 52Q: 3 clusters Score -1568146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6521 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -1568152.500000 Penalty: 4738.186035
	Iteration 53Q: 3 clusters Score -1568152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1568151.750000 Penalty: 4738.186035
	Iteration 54Q: 3 clusters Score -1568152 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 7602 members 
Entering Unmasked Estep 
Score: -1568154.375000 Penalty: 4738.186035
	Iteration 55Q: 3 clusters Score -1568154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1568158.625000 Penalty: 4738.186035
	Iteration 56Q: 3 clusters Score -1568159 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6441 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1568163.250000 Penalty: 4738.186035
	Iteration 57Q: 3 clusters Score -1568163 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1568164.500000 Penalty: 4738.186035
	Iteration 58Q: 3 clusters Score -1568164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -1568167.500000 Penalty: 4738.186035
	Iteration 59Q: 3 clusters Score -1568168 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1568165.750000 Penalty: 4738.186035
	Iteration 60F: 3 clusters Score -1568166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -1568170.875000 Penalty: 4738.186035
	Iteration 61Q: 3 clusters Score -1568171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1568175.375000 Penalty: 4738.186035
	Iteration 62Q: 3 clusters Score -1568175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1568175.875000 Penalty: 4738.186035
	Iteration 63Q: 3 clusters Score -1568176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1568176.625000 Penalty: 4738.186035
	Iteration 64Q: 3 clusters Score -1568177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -1568178.625000 Penalty: 4738.186035
	Iteration 65Q: 3 clusters Score -1568179 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1568176.250000 Penalty: 4738.186035
	Iteration 66Q: 3 clusters Score -1568176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1568178.500000 Penalty: 4738.186035
	Iteration 67Q: 3 clusters Score -1568178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1568175.500000 Penalty: 4738.186035
	Iteration 68Q: 3 clusters Score -1568176 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -1568178.500000 Penalty: 4738.186035
	Iteration 69Q: 3 clusters Score -1568178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1568178.375000 Penalty: 4738.186035
	Iteration 70Q: 3 clusters Score -1568178 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -1568178.375000 Penalty: 4738.186035
	Iteration 71F: 3 clusters Score -1568178 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (38635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38635 members 
Entering Unmasked Estep 
Score: -4616069.500000 Penalty: 2619.354492
	Iteration 0F: 2 clusters Score -4616070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -4589782.000000 Penalty: 5238.708984
	Iteration 0F: 3 clusters Score -4589782 nChanged 17647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -4599467.500000 Penalty: 5238.708984
	Iteration 1F: 3 clusters Score -4599468 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19646 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -4599937.000000 Penalty: 5238.708984
	Iteration 2Q: 3 clusters Score -4599937 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -4600396.500000 Penalty: 5238.708984
	Iteration 3Q: 3 clusters Score -4600396 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20077 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -4600837.500000 Penalty: 5238.708984
	Iteration 4Q: 3 clusters Score -4600838 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4601239.500000 Penalty: 5238.708984
	Iteration 5Q: 3 clusters Score -4601240 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -4601675.500000 Penalty: 5238.708984
	Iteration 6Q: 3 clusters Score -4601676 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 17276 members 
Entering Unmasked Estep 
Score: -4602189.000000 Penalty: 5238.708984
	Iteration 7Q: 3 clusters Score -4602189 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -4602793.000000 Penalty: 5238.708984
	Iteration 8Q: 3 clusters Score -4602793 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -4603590.500000 Penalty: 5238.708984
	Iteration 9Q: 3 clusters Score -4603590 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24298 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -4604707.000000 Penalty: 5238.708984
	Iteration 10Q: 3 clusters Score -4604707 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25731 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -4606177.500000 Penalty: 5238.708984
	Iteration 11F: 3 clusters Score -4606178 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27197 members 
Mstep: Class 2 contains 11438 members 
Entering Unmasked Estep 
Score: -4607713.500000 Penalty: 5238.708984
	Iteration 12F: 3 clusters Score -4607714 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -4609028.000000 Penalty: 5238.708984
	Iteration 13Q: 3 clusters Score -4609028 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -4609913.000000 Penalty: 5238.708984
	Iteration 14Q: 3 clusters Score -4609913 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -4610576.500000 Penalty: 5238.708984
	Iteration 15Q: 3 clusters Score -4610576 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31542 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -4611079.500000 Penalty: 5238.708984
	Iteration 16Q: 3 clusters Score -4611080 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -4611512.500000 Penalty: 5238.708984
	Iteration 17Q: 3 clusters Score -4611512 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32992 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -4611845.000000 Penalty: 5238.708984
	Iteration 18Q: 3 clusters Score -4611845 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -4612134.000000 Penalty: 5238.708984
	Iteration 19Q: 3 clusters Score -4612134 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34087 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -4612379.000000 Penalty: 5238.708984
	Iteration 20F: 3 clusters Score -4612379 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 4091 members 
Entering Unmasked Estep 
Score: -4612601.000000 Penalty: 5238.708984
	Iteration 21Q: 3 clusters Score -4612601 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34954 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -4612757.000000 Penalty: 5238.708984
	Iteration 22Q: 3 clusters Score -4612757 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35272 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -4612921.500000 Penalty: 5238.708984
	Iteration 23Q: 3 clusters Score -4612922 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35555 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -4613040.500000 Penalty: 5238.708984
	Iteration 24Q: 3 clusters Score -4613040 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35790 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -4613142.500000 Penalty: 5238.708984
	Iteration 25Q: 3 clusters Score -4613142 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36006 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -4613261.000000 Penalty: 5238.708984
	Iteration 26Q: 3 clusters Score -4613261 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36199 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -4613356.500000 Penalty: 5238.708984
	Iteration 27Q: 3 clusters Score -4613356 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36364 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -4613437.500000 Penalty: 5238.708984
	Iteration 28Q: 3 clusters Score -4613438 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36513 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -4613501.000000 Penalty: 5238.708984
	Iteration 29Q: 3 clusters Score -4613501 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -4613593.000000 Penalty: 5238.708984
	Iteration 30Q: 3 clusters Score -4613593 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -4613651.500000 Penalty: 5238.708984
	Iteration 31Q: 3 clusters Score -4613652 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36823 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -4613690.000000 Penalty: 5238.708984
	Iteration 32Q: 3 clusters Score -4613690 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4613726.500000 Penalty: 5238.708984
	Iteration 33Q: 3 clusters Score -4613726 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -4613748.500000 Penalty: 5238.708984
	Iteration 34Q: 3 clusters Score -4613748 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -4613783.500000 Penalty: 5238.708984
	Iteration 35Q: 3 clusters Score -4613784 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37036 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -4613797.000000 Penalty: 5238.708984
	Iteration 36Q: 3 clusters Score -4613797 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37084 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -4613802.500000 Penalty: 5238.708984
	Iteration 37Q: 3 clusters Score -4613802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37106 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -4613810.000000 Penalty: 5238.708984
	Iteration 38Q: 3 clusters Score -4613810 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37131 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -4613827.500000 Penalty: 5238.708984
	Iteration 39Q: 3 clusters Score -4613828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37154 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -4613839.000000 Penalty: 5238.708984
	Iteration 40F: 3 clusters Score -4613839 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37175 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4613857.000000 Penalty: 5238.708984
	Iteration 41Q: 3 clusters Score -4613857 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37196 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -4613859.500000 Penalty: 5238.708984
	Iteration 42Q: 3 clusters Score -4613860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4613875.000000 Penalty: 5238.708984
	Iteration 43Q: 3 clusters Score -4613875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -4613884.500000 Penalty: 5238.708984
	Iteration 44Q: 3 clusters Score -4613884 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -4613878.000000 Penalty: 5238.708984
	Iteration 45Q: 3 clusters Score -4613878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37254 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4613885.500000 Penalty: 5238.708984
	Iteration 46Q: 3 clusters Score -4613886 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37271 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4613896.500000 Penalty: 5238.708984
	Iteration 47Q: 3 clusters Score -4613896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37284 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -4613907.000000 Penalty: 5238.708984
	Iteration 48Q: 3 clusters Score -4613907 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37291 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -4613904.000000 Penalty: 5238.708984
	Iteration 49Q: 3 clusters Score -4613904 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -4613907.500000 Penalty: 5238.708984
	Iteration 50Q: 3 clusters Score -4613908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -4613898.000000 Penalty: 5238.708984
	Iteration 51Q: 3 clusters Score -4613898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4613906.000000 Penalty: 5238.708984
	Iteration 52Q: 3 clusters Score -4613906 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37313 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4613917.000000 Penalty: 5238.708984
	Iteration 53Q: 3 clusters Score -4613917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4613920.500000 Penalty: 5238.708984
	Iteration 54Q: 3 clusters Score -4613920 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37316 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4613933.000000 Penalty: 5238.708984
	Iteration 55Q: 3 clusters Score -4613933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4613944.000000 Penalty: 5238.708984
	Iteration 56Q: 3 clusters Score -4613944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4613944.500000 Penalty: 5238.708984
	Iteration 57Q: 3 clusters Score -4613944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37322 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -4613949.500000 Penalty: 5238.708984
	Iteration 58Q: 3 clusters Score -4613950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -4613947.500000 Penalty: 5238.708984
	Iteration 59Q: 3 clusters Score -4613948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37321 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -4613945.500000 Penalty: 5238.708984
	Iteration 60F: 3 clusters Score -4613946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4613951.500000 Penalty: 5238.708984
	Iteration 61Q: 3 clusters Score -4613952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4613948.000000 Penalty: 5238.708984
	Iteration 62Q: 3 clusters Score -4613948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4613948.500000 Penalty: 5238.708984
	Iteration 63Q: 3 clusters Score -4613948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37324 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4613944.000000 Penalty: 5238.708984
	Iteration 64Q: 3 clusters Score -4613944 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4613944.500000 Penalty: 5238.708984
	Iteration 65Q: 3 clusters Score -4613944 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -4613944.500000 Penalty: 5238.708984
	Iteration 66F: 3 clusters Score -4613944 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34537 members 
Entering Unmasked Estep 
Score: -3866784.500000 Penalty: 2591.546875
	Iteration 0F: 2 clusters Score -3866784 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 17223 members 
Entering Unmasked Estep 
Score: -3843344.750000 Penalty: 5183.093750
	Iteration 0F: 3 clusters Score -3843345 nChanged 15668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -3851991.000000 Penalty: 5183.093750
	Iteration 1F: 3 clusters Score -3851991 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17074 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -3852625.750000 Penalty: 5183.093750
	Iteration 2Q: 3 clusters Score -3852626 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3853223.000000 Penalty: 5183.093750
	Iteration 3Q: 3 clusters Score -3853223 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 18026 members 
Entering Unmasked Estep 
Score: -3853915.500000 Penalty: 5183.093750
	Iteration 4Q: 3 clusters Score -3853916 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3854619.250000 Penalty: 5183.093750
	Iteration 5Q: 3 clusters Score -3854619 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -3855440.250000 Penalty: 5183.093750
	Iteration 6Q: 3 clusters Score -3855440 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 19468 members 
Entering Unmasked Estep 
Score: -3856349.500000 Penalty: 5183.093750
	Iteration 7Q: 3 clusters Score -3856350 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14394 members 
Mstep: Class 2 contains 20143 members 
Entering Unmasked Estep 
Score: -3857370.000000 Penalty: 5183.093750
	Iteration 8F: 3 clusters Score -3857370 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -3858536.000000 Penalty: 5183.093750
	Iteration 9F: 3 clusters Score -3858536 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -3859792.750000 Penalty: 5183.093750
	Iteration 10F: 3 clusters Score -3859793 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -3861148.500000 Penalty: 5183.093750
	Iteration 11Q: 3 clusters Score -3861148 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -3862282.000000 Penalty: 5183.093750
	Iteration 12Q: 3 clusters Score -3862282 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
Score: -3863047.000000 Penalty: 5183.093750
	Iteration 13Q: 3 clusters Score -3863047 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -3863570.000000 Penalty: 5183.093750
	Iteration 14Q: 3 clusters Score -3863570 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -3863944.750000 Penalty: 5183.093750
	Iteration 15Q: 3 clusters Score -3863945 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3864173.750000 Penalty: 5183.093750
	Iteration 16Q: 3 clusters Score -3864174 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9305 members 
Mstep: Class 2 contains 25232 members 
Entering Unmasked Estep 
Score: -3864293.750000 Penalty: 5183.093750
	Iteration 17Q: 3 clusters Score -3864294 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -3864386.500000 Penalty: 5183.093750
	Iteration 18Q: 3 clusters Score -3864386 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -3864444.500000 Penalty: 5183.093750
	Iteration 19Q: 3 clusters Score -3864444 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -3864459.250000 Penalty: 5183.093750
	Iteration 20F: 3 clusters Score -3864459 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -3864480.750000 Penalty: 5183.093750
	Iteration 21Q: 3 clusters Score -3864481 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -3864514.500000 Penalty: 5183.093750
	Iteration 22Q: 3 clusters Score -3864514 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -3864515.500000 Penalty: 5183.093750
	Iteration 23Q: 3 clusters Score -3864516 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -3864529.250000 Penalty: 5183.093750
	Iteration 24Q: 3 clusters Score -3864529 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8419 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -3864546.750000 Penalty: 5183.093750
	Iteration 25Q: 3 clusters Score -3864547 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -3864547.000000 Penalty: 5183.093750
	Iteration 26Q: 3 clusters Score -3864547 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 26277 members 
Entering Unmasked Estep 
Score: -3864553.250000 Penalty: 5183.093750
	Iteration 27Q: 3 clusters Score -3864553 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 26358 members 
Entering Unmasked Estep 
Score: -3864579.250000 Penalty: 5183.093750
	Iteration 28Q: 3 clusters Score -3864579 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -3864575.500000 Penalty: 5183.093750
	Iteration 29Q: 3 clusters Score -3864576 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 26503 members 
Entering Unmasked Estep 
Score: -3864599.000000 Penalty: 5183.093750
	Iteration 30Q: 3 clusters Score -3864599 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -3864608.250000 Penalty: 5183.093750
	Iteration 31Q: 3 clusters Score -3864608 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 26611 members 
Entering Unmasked Estep 
Score: -3864624.750000 Penalty: 5183.093750
	Iteration 32Q: 3 clusters Score -3864625 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 26652 members 
Entering Unmasked Estep 
Score: -3864616.500000 Penalty: 5183.093750
	Iteration 33Q: 3 clusters Score -3864616 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 26680 members 
Entering Unmasked Estep 
Score: -3864622.750000 Penalty: 5183.093750
	Iteration 34Q: 3 clusters Score -3864623 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 26708 members 
Entering Unmasked Estep 
Score: -3864627.500000 Penalty: 5183.093750
	Iteration 35Q: 3 clusters Score -3864628 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -3864632.250000 Penalty: 5183.093750
	Iteration 36Q: 3 clusters Score -3864632 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -3864648.750000 Penalty: 5183.093750
	Iteration 37Q: 3 clusters Score -3864649 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7719 members 
Mstep: Class 2 contains 26818 members 
Entering Unmasked Estep 
Score: -3864645.750000 Penalty: 5183.093750
	Iteration 38Q: 3 clusters Score -3864646 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -3864649.250000 Penalty: 5183.093750
	Iteration 39Q: 3 clusters Score -3864649 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -3864652.000000 Penalty: 5183.093750
	Iteration 40F: 3 clusters Score -3864652 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -3864652.500000 Penalty: 5183.093750
	Iteration 41Q: 3 clusters Score -3864652 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 26946 members 
Entering Unmasked Estep 
Score: -3864653.500000 Penalty: 5183.093750
	Iteration 42Q: 3 clusters Score -3864654 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 26975 members 
Entering Unmasked Estep 
Score: -3864664.000000 Penalty: 5183.093750
	Iteration 43Q: 3 clusters Score -3864664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -3864662.750000 Penalty: 5183.093750
	Iteration 44Q: 3 clusters Score -3864663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -3864657.000000 Penalty: 5183.093750
	Iteration 45Q: 3 clusters Score -3864657 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -3864660.000000 Penalty: 5183.093750
	Iteration 46Q: 3 clusters Score -3864660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 27064 members 
Entering Unmasked Estep 
Score: -3864658.500000 Penalty: 5183.093750
	Iteration 47Q: 3 clusters Score -3864658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 27085 members 
Entering Unmasked Estep 
Score: -3864660.000000 Penalty: 5183.093750
	Iteration 48Q: 3 clusters Score -3864660 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -3864664.000000 Penalty: 5183.093750
	Iteration 49Q: 3 clusters Score -3864664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -3864668.000000 Penalty: 5183.093750
	Iteration 50Q: 3 clusters Score -3864668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -3864667.750000 Penalty: 5183.093750
	Iteration 51Q: 3 clusters Score -3864668 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 27169 members 
Entering Unmasked Estep 
Score: -3864673.500000 Penalty: 5183.093750
	Iteration 52Q: 3 clusters Score -3864674 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 27188 members 
Entering Unmasked Estep 
Score: -3864676.750000 Penalty: 5183.093750
	Iteration 53Q: 3 clusters Score -3864677 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 27211 members 
Entering Unmasked Estep 
Score: -3864681.500000 Penalty: 5183.093750
	Iteration 54Q: 3 clusters Score -3864682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -3864678.750000 Penalty: 5183.093750
	Iteration 55Q: 3 clusters Score -3864679 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -3864680.500000 Penalty: 5183.093750
	Iteration 56Q: 3 clusters Score -3864680 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 27278 members 
Entering Unmasked Estep 
Score: -3864683.250000 Penalty: 5183.093750
	Iteration 57Q: 3 clusters Score -3864683 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -3864674.750000 Penalty: 5183.093750
	Iteration 58Q: 3 clusters Score -3864675 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 27314 members 
Entering Unmasked Estep 
Score: -3864681.000000 Penalty: 5183.093750
	Iteration 59Q: 3 clusters Score -3864681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -3864683.000000 Penalty: 5183.093750
	Iteration 60F: 3 clusters Score -3864683 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 27358 members 
Entering Unmasked Estep 
Score: -3864688.500000 Penalty: 5183.093750
	Iteration 61Q: 3 clusters Score -3864688 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 27382 members 
Entering Unmasked Estep 
Score: -3864685.750000 Penalty: 5183.093750
	Iteration 62Q: 3 clusters Score -3864686 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -3864691.500000 Penalty: 5183.093750
	Iteration 63Q: 3 clusters Score -3864692 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -3864686.250000 Penalty: 5183.093750
	Iteration 64Q: 3 clusters Score -3864686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -3864690.000000 Penalty: 5183.093750
	Iteration 65Q: 3 clusters Score -3864690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 27435 members 
Entering Unmasked Estep 
Score: -3864697.250000 Penalty: 5183.093750
	Iteration 66Q: 3 clusters Score -3864697 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -3864694.250000 Penalty: 5183.093750
	Iteration 67Q: 3 clusters Score -3864694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 27440 members 
Entering Unmasked Estep 
Score: -3864696.750000 Penalty: 5183.093750
	Iteration 68Q: 3 clusters Score -3864697 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3864695.750000 Penalty: 5183.093750
	Iteration 69Q: 3 clusters Score -3864696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -3864695.750000 Penalty: 5183.093750
	Iteration 70F: 3 clusters Score -3864696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Entering Unmasked Estep 
Score: -3199204.500000 Penalty: 2529.874756
	Iteration 0F: 2 clusters Score -3199204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -3180464.250000 Penalty: 5059.749512
	Iteration 0F: 3 clusters Score -3180464 nChanged 12163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -3187212.500000 Penalty: 5059.749512
	Iteration 1F: 3 clusters Score -3187212 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3187729.000000 Penalty: 5059.749512
	Iteration 2F: 3 clusters Score -3187729 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12977 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -3188151.750000 Penalty: 5059.749512
	Iteration 3Q: 3 clusters Score -3188152 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -3188515.000000 Penalty: 5059.749512
	Iteration 4Q: 3 clusters Score -3188515 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12420 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -3188852.750000 Penalty: 5059.749512
	Iteration 5Q: 3 clusters Score -3188853 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -3189178.750000 Penalty: 5059.749512
	Iteration 6Q: 3 clusters Score -3189179 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3189539.250000 Penalty: 5059.749512
	Iteration 7Q: 3 clusters Score -3189539 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -3189926.750000 Penalty: 5059.749512
	Iteration 8Q: 3 clusters Score -3189927 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -3190404.250000 Penalty: 5059.749512
	Iteration 9Q: 3 clusters Score -3190404 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -3190966.250000 Penalty: 5059.749512
	Iteration 10Q: 3 clusters Score -3190966 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -3191606.250000 Penalty: 5059.749512
	Iteration 11Q: 3 clusters Score -3191606 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 18553 members 
Entering Unmasked Estep 
Score: -3192304.250000 Penalty: 5059.749512
	Iteration 12Q: 3 clusters Score -3192304 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3192981.250000 Penalty: 5059.749512
	Iteration 13Q: 3 clusters Score -3192981 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 20252 members 
Entering Unmasked Estep 
Score: -3193552.750000 Penalty: 5059.749512
	Iteration 14Q: 3 clusters Score -3193553 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 20978 members 
Entering Unmasked Estep 
Score: -3194052.250000 Penalty: 5059.749512
	Iteration 15Q: 3 clusters Score -3194052 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -3194484.500000 Penalty: 5059.749512
	Iteration 16Q: 3 clusters Score -3194484 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -3194863.000000 Penalty: 5059.749512
	Iteration 17Q: 3 clusters Score -3194863 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -3195205.000000 Penalty: 5059.749512
	Iteration 18Q: 3 clusters Score -3195205 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 23405 members 
Entering Unmasked Estep 
Score: -3195473.750000 Penalty: 5059.749512
	Iteration 19Q: 3 clusters Score -3195474 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
Score: -3195729.750000 Penalty: 5059.749512
	Iteration 20F: 3 clusters Score -3195730 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -3195952.500000 Penalty: 5059.749512
	Iteration 21Q: 3 clusters Score -3195952 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -3196160.000000 Penalty: 5059.749512
	Iteration 22Q: 3 clusters Score -3196160 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -3196321.750000 Penalty: 5059.749512
	Iteration 23Q: 3 clusters Score -3196322 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 25221 members 
Entering Unmasked Estep 
Score: -3196477.750000 Penalty: 5059.749512
	Iteration 24Q: 3 clusters Score -3196478 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 25400 members 
Entering Unmasked Estep 
Score: -3196558.750000 Penalty: 5059.749512
	Iteration 25Q: 3 clusters Score -3196559 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 25553 members 
Entering Unmasked Estep 
Score: -3196635.000000 Penalty: 5059.749512
	Iteration 26Q: 3 clusters Score -3196635 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -3196696.750000 Penalty: 5059.749512
	Iteration 27Q: 3 clusters Score -3196697 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 25764 members 
Entering Unmasked Estep 
Score: -3196754.750000 Penalty: 5059.749512
	Iteration 28Q: 3 clusters Score -3196755 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -3196797.500000 Penalty: 5059.749512
	Iteration 29Q: 3 clusters Score -3196798 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -3196839.500000 Penalty: 5059.749512
	Iteration 30Q: 3 clusters Score -3196840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -3196874.500000 Penalty: 5059.749512
	Iteration 31Q: 3 clusters Score -3196874 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -3196908.000000 Penalty: 5059.749512
	Iteration 32Q: 3 clusters Score -3196908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -3196928.000000 Penalty: 5059.749512
	Iteration 33Q: 3 clusters Score -3196928 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 26097 members 
Entering Unmasked Estep 
Score: -3196954.000000 Penalty: 5059.749512
	Iteration 34Q: 3 clusters Score -3196954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 26120 members 
Entering Unmasked Estep 
Score: -3196962.250000 Penalty: 5059.749512
	Iteration 35Q: 3 clusters Score -3196962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 26142 members 
Entering Unmasked Estep 
Score: -3196979.750000 Penalty: 5059.749512
	Iteration 36Q: 3 clusters Score -3196980 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3196983.750000 Penalty: 5059.749512
	Iteration 37Q: 3 clusters Score -3196984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -3196987.000000 Penalty: 5059.749512
	Iteration 38Q: 3 clusters Score -3196987 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -3196983.500000 Penalty: 5059.749512
	Iteration 39Q: 3 clusters Score -3196984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -3196983.000000 Penalty: 5059.749512
	Iteration 40F: 3 clusters Score -3196983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 26160 members 
Entering Unmasked Estep 
Score: -3196984.750000 Penalty: 5059.749512
	Iteration 41Q: 3 clusters Score -3196985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -3196987.750000 Penalty: 5059.749512
	Iteration 42Q: 3 clusters Score -3196988 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -3196987.750000 Penalty: 5059.749512
	Iteration 43Q: 3 clusters Score -3196988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 26169 members 
Entering Unmasked Estep 
Score: -3196986.750000 Penalty: 5059.749512
	Iteration 44Q: 3 clusters Score -3196987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -3196984.500000 Penalty: 5059.749512
	Iteration 45Q: 3 clusters Score -3196984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -3196985.750000 Penalty: 5059.749512
	Iteration 46Q: 3 clusters Score -3196986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 26178 members 
Entering Unmasked Estep 
Score: -3196988.250000 Penalty: 5059.749512
	Iteration 47Q: 3 clusters Score -3196988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -3196990.000000 Penalty: 5059.749512
	Iteration 48Q: 3 clusters Score -3196990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -3196989.750000 Penalty: 5059.749512
	Iteration 49Q: 3 clusters Score -3196990 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 26182 members 
Entering Unmasked Estep 
Score: -3196988.500000 Penalty: 5059.749512
	Iteration 50Q: 3 clusters Score -3196988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -3196989.000000 Penalty: 5059.749512
	Iteration 51Q: 3 clusters Score -3196989 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -3196987.750000 Penalty: 5059.749512
	Iteration 52Q: 3 clusters Score -3196988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -3196987.000000 Penalty: 5059.749512
	Iteration 53Q: 3 clusters Score -3196987 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3196989.000000 Penalty: 5059.749512
	Iteration 54Q: 3 clusters Score -3196989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3196989.000000 Penalty: 5059.749512
	Iteration 55F: 3 clusters Score -3196989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Entering Unmasked Estep 
Score: -405324.406250 Penalty: 2028.927856
	Iteration 0F: 2 clusters Score -405324.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -401683.062500 Penalty: 4057.855713
	Iteration 0F: 3 clusters Score -401683.1 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -402473.531250 Penalty: 4057.855713
	Iteration 1F: 3 clusters Score -402473.5 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -402655.718750 Penalty: 4057.855713
	Iteration 2F: 3 clusters Score -402655.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -402753.375000 Penalty: 4057.855713
	Iteration 3Q: 3 clusters Score -402753.4 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -402815.500000 Penalty: 4057.855713
	Iteration 4Q: 3 clusters Score -402815.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -402859.375000 Penalty: 4057.855713
	Iteration 5Q: 3 clusters Score -402859.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -402879.812500 Penalty: 4057.855713
	Iteration 6Q: 3 clusters Score -402879.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -402891.656250 Penalty: 4057.855713
	Iteration 7Q: 3 clusters Score -402891.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -402904.937500 Penalty: 4057.855713
	Iteration 8Q: 3 clusters Score -402904.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -402919.781250 Penalty: 4057.855713
	Iteration 9Q: 3 clusters Score -402919.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -402934.062500 Penalty: 4057.855713
	Iteration 10Q: 3 clusters Score -402934.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -402949.593750 Penalty: 4057.855713
	Iteration 11Q: 3 clusters Score -402949.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -402964.250000 Penalty: 4057.855713
	Iteration 12Q: 3 clusters Score -402964.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -402979.406250 Penalty: 4057.855713
	Iteration 13Q: 3 clusters Score -402979.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -402989.781250 Penalty: 4057.855713
	Iteration 14Q: 3 clusters Score -402989.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -403002.031250 Penalty: 4057.855713
	Iteration 15Q: 3 clusters Score -403002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -403015.187500 Penalty: 4057.855713
	Iteration 16Q: 3 clusters Score -403015.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -403033.875000 Penalty: 4057.855713
	Iteration 17Q: 3 clusters Score -403033.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -403047.687500 Penalty: 4057.855713
	Iteration 18Q: 3 clusters Score -403047.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -403061.656250 Penalty: 4057.855713
	Iteration 19Q: 3 clusters Score -403061.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -403079.937500 Penalty: 4057.855713
	Iteration 20F: 3 clusters Score -403079.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -403098.875000 Penalty: 4057.855713
	Iteration 21Q: 3 clusters Score -403098.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -403118.000000 Penalty: 4057.855713
	Iteration 22Q: 3 clusters Score -403118 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -403134.281250 Penalty: 4057.855713
	Iteration 23Q: 3 clusters Score -403134.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -403151.187500 Penalty: 4057.855713
	Iteration 24Q: 3 clusters Score -403151.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -403159.437500 Penalty: 4057.855713
	Iteration 25Q: 3 clusters Score -403159.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -403171.500000 Penalty: 4057.855713
	Iteration 26Q: 3 clusters Score -403171.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -403186.906250 Penalty: 4057.855713
	Iteration 27Q: 3 clusters Score -403186.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -403201.437500 Penalty: 4057.855713
	Iteration 28Q: 3 clusters Score -403201.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -403213.968750 Penalty: 4057.855713
	Iteration 29Q: 3 clusters Score -403214 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -403227.718750 Penalty: 4057.855713
	Iteration 30Q: 3 clusters Score -403227.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -403243.093750 Penalty: 4057.855713
	Iteration 31Q: 3 clusters Score -403243.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -403257.125000 Penalty: 4057.855713
	Iteration 32Q: 3 clusters Score -403257.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -403270.625000 Penalty: 4057.855713
	Iteration 33Q: 3 clusters Score -403270.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -403278.343750 Penalty: 4057.855713
	Iteration 34Q: 3 clusters Score -403278.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -403287.531250 Penalty: 4057.855713
	Iteration 35Q: 3 clusters Score -403287.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -403297.750000 Penalty: 4057.855713
	Iteration 36Q: 3 clusters Score -403297.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -403307.687500 Penalty: 4057.855713
	Iteration 37Q: 3 clusters Score -403307.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -403318.250000 Penalty: 4057.855713
	Iteration 38Q: 3 clusters Score -403318.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -403327.687500 Penalty: 4057.855713
	Iteration 39Q: 3 clusters Score -403327.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -403340.093750 Penalty: 4057.855713
	Iteration 40F: 3 clusters Score -403340.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -403352.125000 Penalty: 4057.855713
	Iteration 41Q: 3 clusters Score -403352.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -403362.281250 Penalty: 4057.855713
	Iteration 42Q: 3 clusters Score -403362.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -403374.375000 Penalty: 4057.855713
	Iteration 43Q: 3 clusters Score -403374.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -403385.000000 Penalty: 4057.855713
	Iteration 44Q: 3 clusters Score -403385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -403394.375000 Penalty: 4057.855713
	Iteration 45Q: 3 clusters Score -403394.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -403405.468750 Penalty: 4057.855713
	Iteration 46Q: 3 clusters Score -403405.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -403412.125000 Penalty: 4057.855713
	Iteration 47Q: 3 clusters Score -403412.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -403416.687500 Penalty: 4057.855713
	Iteration 48Q: 3 clusters Score -403416.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -403422.843750 Penalty: 4057.855713
	Iteration 49Q: 3 clusters Score -403422.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -403428.906250 Penalty: 4057.855713
	Iteration 50Q: 3 clusters Score -403428.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -403435.187500 Penalty: 4057.855713
	Iteration 51Q: 3 clusters Score -403435.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -403437.500000 Penalty: 4057.855713
	Iteration 52Q: 3 clusters Score -403437.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -403442.093750 Penalty: 4057.855713
	Iteration 53Q: 3 clusters Score -403442.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -403444.906250 Penalty: 4057.855713
	Iteration 54Q: 3 clusters Score -403444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -403446.937500 Penalty: 4057.855713
	Iteration 55Q: 3 clusters Score -403446.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -403449.156250 Penalty: 4057.855713
	Iteration 56Q: 3 clusters Score -403449.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -403452.281250 Penalty: 4057.855713
	Iteration 57Q: 3 clusters Score -403452.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -403455.125000 Penalty: 4057.855713
	Iteration 58Q: 3 clusters Score -403455.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -403459.875000 Penalty: 4057.855713
	Iteration 59Q: 3 clusters Score -403459.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -403460.750000 Penalty: 4057.855713
	Iteration 60F: 3 clusters Score -403460.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -403463.937500 Penalty: 4057.855713
	Iteration 61Q: 3 clusters Score -403463.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -403469.156250 Penalty: 4057.855713
	Iteration 62Q: 3 clusters Score -403469.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -403474.718750 Penalty: 4057.855713
	Iteration 63Q: 3 clusters Score -403474.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 3018 members 
Entering Unmasked Estep 
Score: -403477.593750 Penalty: 4057.855713
	Iteration 64Q: 3 clusters Score -403477.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -403482.656250 Penalty: 4057.855713
	Iteration 65Q: 3 clusters Score -403482.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -403484.593750 Penalty: 4057.855713
	Iteration 66Q: 3 clusters Score -403484.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -403485.156250 Penalty: 4057.855713
	Iteration 67Q: 3 clusters Score -403485.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -403486.968750 Penalty: 4057.855713
	Iteration 68Q: 3 clusters Score -403487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -403488.531250 Penalty: 4057.855713
	Iteration 69Q: 3 clusters Score -403488.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -403489.281250 Penalty: 4057.855713
	Iteration 70Q: 3 clusters Score -403489.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -403489.625000 Penalty: 4057.855713
	Iteration 71Q: 3 clusters Score -403489.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -403492.781250 Penalty: 4057.855713
	Iteration 72Q: 3 clusters Score -403492.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -403499.968750 Penalty: 4057.855713
	Iteration 73Q: 3 clusters Score -403500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -403503.406250 Penalty: 4057.855713
	Iteration 74Q: 3 clusters Score -403503.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -403504.562500 Penalty: 4057.855713
	Iteration 75Q: 3 clusters Score -403504.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -403505.000000 Penalty: 4057.855713
	Iteration 76Q: 3 clusters Score -403505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -403505.000000 Penalty: 4057.855713
	Iteration 77F: 3 clusters Score -403505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Entering Unmasked Estep 
Score: -881064.875000 Penalty: 2253.754883
	Iteration 0F: 2 clusters Score -881064.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -874217.000000 Penalty: 4507.509766
	Iteration 0F: 3 clusters Score -874217 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -876214.000000 Penalty: 4507.509766
	Iteration 1F: 3 clusters Score -876214 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -876541.812500 Penalty: 4507.509766
	Iteration 2F: 3 clusters Score -876541.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -876800.937500 Penalty: 4507.509766
	Iteration 3F: 3 clusters Score -876800.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -877009.812500 Penalty: 4507.509766
	Iteration 4Q: 3 clusters Score -877009.8 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -877189.312500 Penalty: 4507.509766
	Iteration 5Q: 3 clusters Score -877189.3 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -877384.375000 Penalty: 4507.509766
	Iteration 6Q: 3 clusters Score -877384.4 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -877606.812500 Penalty: 4507.509766
	Iteration 7Q: 3 clusters Score -877606.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -877839.125000 Penalty: 4507.509766
	Iteration 8Q: 3 clusters Score -877839.1 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -878084.375000 Penalty: 4507.509766
	Iteration 9Q: 3 clusters Score -878084.4 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -878369.125000 Penalty: 4507.509766
	Iteration 10Q: 3 clusters Score -878369.1 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -878630.312500 Penalty: 4507.509766
	Iteration 11Q: 3 clusters Score -878630.3 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -878847.750000 Penalty: 4507.509766
	Iteration 12Q: 3 clusters Score -878847.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -879058.812500 Penalty: 4507.509766
	Iteration 13Q: 3 clusters Score -879058.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -879227.375000 Penalty: 4507.509766
	Iteration 14Q: 3 clusters Score -879227.4 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -879404.062500 Penalty: 4507.509766
	Iteration 15Q: 3 clusters Score -879404.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -879545.812500 Penalty: 4507.509766
	Iteration 16Q: 3 clusters Score -879545.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -879634.687500 Penalty: 4507.509766
	Iteration 17Q: 3 clusters Score -879634.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -879701.562500 Penalty: 4507.509766
	Iteration 18Q: 3 clusters Score -879701.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -879746.250000 Penalty: 4507.509766
	Iteration 19Q: 3 clusters Score -879746.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -879768.437500 Penalty: 4507.509766
	Iteration 20F: 3 clusters Score -879768.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -879786.062500 Penalty: 4507.509766
	Iteration 21Q: 3 clusters Score -879786.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -879797.625000 Penalty: 4507.509766
	Iteration 22Q: 3 clusters Score -879797.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -879807.812500 Penalty: 4507.509766
	Iteration 23Q: 3 clusters Score -879807.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -879811.812500 Penalty: 4507.509766
	Iteration 24Q: 3 clusters Score -879811.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -879816.500000 Penalty: 4507.509766
	Iteration 25Q: 3 clusters Score -879816.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -879816.687500 Penalty: 4507.509766
	Iteration 26Q: 3 clusters Score -879816.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -879819.062500 Penalty: 4507.509766
	Iteration 27Q: 3 clusters Score -879819.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -879821.187500 Penalty: 4507.509766
	Iteration 28Q: 3 clusters Score -879821.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -879821.812500 Penalty: 4507.509766
	Iteration 29Q: 3 clusters Score -879821.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -879824.000000 Penalty: 4507.509766
	Iteration 30Q: 3 clusters Score -879824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -879824.500000 Penalty: 4507.509766
	Iteration 31Q: 3 clusters Score -879824.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -879824.875000 Penalty: 4507.509766
	Iteration 32Q: 3 clusters Score -879824.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -879824.875000 Penalty: 4507.509766
	Iteration 33F: 3 clusters Score -879824.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (13273 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Entering Unmasked Estep 
Score: -1583508.875000 Penalty: 2354.384766
	Iteration 0F: 2 clusters Score -1583509 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1573759.750000 Penalty: 4708.769531
	Iteration 0F: 3 clusters Score -1573760 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1576918.875000 Penalty: 4708.769531
	Iteration 1F: 3 clusters Score -1576919 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1577422.875000 Penalty: 4708.769531
	Iteration 2F: 3 clusters Score -1577423 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1577870.625000 Penalty: 4708.769531
	Iteration 3F: 3 clusters Score -1577871 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1578268.625000 Penalty: 4708.769531
	Iteration 4F: 3 clusters Score -1578269 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1578677.625000 Penalty: 4708.769531
	Iteration 5F: 3 clusters Score -1578678 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -1579067.750000 Penalty: 4708.769531
	Iteration 6Q: 3 clusters Score -1579068 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -1579474.250000 Penalty: 4708.769531
	Iteration 7Q: 3 clusters Score -1579474 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -1579857.875000 Penalty: 4708.769531
	Iteration 8Q: 3 clusters Score -1579858 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1580185.875000 Penalty: 4708.769531
	Iteration 9Q: 3 clusters Score -1580186 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1580432.750000 Penalty: 4708.769531
	Iteration 10Q: 3 clusters Score -1580433 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1580614.000000 Penalty: 4708.769531
	Iteration 11Q: 3 clusters Score -1580614 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1580753.375000 Penalty: 4708.769531
	Iteration 12Q: 3 clusters Score -1580753 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -1580859.750000 Penalty: 4708.769531
	Iteration 13Q: 3 clusters Score -1580860 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1580958.000000 Penalty: 4708.769531
	Iteration 14Q: 3 clusters Score -1580958 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1581035.125000 Penalty: 4708.769531
	Iteration 15Q: 3 clusters Score -1581035 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1581113.625000 Penalty: 4708.769531
	Iteration 16Q: 3 clusters Score -1581114 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11422 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1581183.750000 Penalty: 4708.769531
	Iteration 17Q: 3 clusters Score -1581184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11516 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1581227.000000 Penalty: 4708.769531
	Iteration 18Q: 3 clusters Score -1581227 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11604 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1581272.125000 Penalty: 4708.769531
	Iteration 19Q: 3 clusters Score -1581272 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1581302.750000 Penalty: 4708.769531
	Iteration 20F: 3 clusters Score -1581303 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1581335.375000 Penalty: 4708.769531
	Iteration 21Q: 3 clusters Score -1581335 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1581374.750000 Penalty: 4708.769531
	Iteration 22Q: 3 clusters Score -1581375 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -1581410.250000 Penalty: 4708.769531
	Iteration 23Q: 3 clusters Score -1581410 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1581440.750000 Penalty: 4708.769531
	Iteration 24Q: 3 clusters Score -1581441 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11990 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1581469.875000 Penalty: 4708.769531
	Iteration 25Q: 3 clusters Score -1581470 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1581492.000000 Penalty: 4708.769531
	Iteration 26Q: 3 clusters Score -1581492 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12064 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1581509.875000 Penalty: 4708.769531
	Iteration 27Q: 3 clusters Score -1581510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1581534.375000 Penalty: 4708.769531
	Iteration 28Q: 3 clusters Score -1581534 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12125 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1581547.000000 Penalty: 4708.769531
	Iteration 29Q: 3 clusters Score -1581547 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12151 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1581567.250000 Penalty: 4708.769531
	Iteration 30Q: 3 clusters Score -1581567 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1581588.875000 Penalty: 4708.769531
	Iteration 31Q: 3 clusters Score -1581589 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -1581609.125000 Penalty: 4708.769531
	Iteration 32Q: 3 clusters Score -1581609 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -1581621.125000 Penalty: 4708.769531
	Iteration 33Q: 3 clusters Score -1581621 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -1581632.250000 Penalty: 4708.769531
	Iteration 34Q: 3 clusters Score -1581632 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12263 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1581641.250000 Penalty: 4708.769531
	Iteration 35Q: 3 clusters Score -1581641 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12271 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1581645.625000 Penalty: 4708.769531
	Iteration 36Q: 3 clusters Score -1581646 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1581646.250000 Penalty: 4708.769531
	Iteration 37Q: 3 clusters Score -1581646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1581644.500000 Penalty: 4708.769531
	Iteration 38Q: 3 clusters Score -1581644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1581650.625000 Penalty: 4708.769531
	Iteration 39Q: 3 clusters Score -1581651 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1581651.375000 Penalty: 4708.769531
	Iteration 40F: 3 clusters Score -1581651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1581653.500000 Penalty: 4708.769531
	Iteration 41Q: 3 clusters Score -1581654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -1581653.500000 Penalty: 4708.769531
	Iteration 42F: 3 clusters Score -1581654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (36790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Entering Unmasked Estep 
Score: -4402603.500000 Penalty: 2607.219482
	Iteration 0F: 2 clusters Score -4402604 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 18342 members 
Entering Unmasked Estep 
Score: -4377739.500000 Penalty: 5214.438965
	Iteration 0F: 3 clusters Score -4377740 nChanged 16626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18642 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -4386824.000000 Penalty: 5214.438965
	Iteration 1F: 3 clusters Score -4386824 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4387343.000000 Penalty: 5214.438965
	Iteration 2Q: 3 clusters Score -4387343 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -4387866.000000 Penalty: 5214.438965
	Iteration 3Q: 3 clusters Score -4387866 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19915 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -4388580.500000 Penalty: 5214.438965
	Iteration 4Q: 3 clusters Score -4388580 nChanged 1853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20782 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -4389514.500000 Penalty: 5214.438965
	Iteration 5F: 3 clusters Score -4389514 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 15005 members 
Entering Unmasked Estep 
Score: -4390756.000000 Penalty: 5214.438965
	Iteration 6F: 3 clusters Score -4390756 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -4392502.000000 Penalty: 5214.438965
	Iteration 7F: 3 clusters Score -4392502 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24432 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -4394853.500000 Penalty: 5214.438965
	Iteration 8F: 3 clusters Score -4394854 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -4397412.000000 Penalty: 5214.438965
	Iteration 9F: 3 clusters Score -4397412 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26335 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -4399238.500000 Penalty: 5214.438965
	Iteration 10F: 3 clusters Score -4399238 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -4400310.500000 Penalty: 5214.438965
	Iteration 11Q: 3 clusters Score -4400310 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 9876 members 
Entering Unmasked Estep 
Score: -4400938.500000 Penalty: 5214.438965
	Iteration 12Q: 3 clusters Score -4400938 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -4401375.500000 Penalty: 5214.438965
	Iteration 13Q: 3 clusters Score -4401376 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -4401718.500000 Penalty: 5214.438965
	Iteration 14Q: 3 clusters Score -4401718 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -4401976.500000 Penalty: 5214.438965
	Iteration 15Q: 3 clusters Score -4401976 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26535 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -4402132.000000 Penalty: 5214.438965
	Iteration 16Q: 3 clusters Score -4402132 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26369 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -4402238.500000 Penalty: 5214.438965
	Iteration 17Q: 3 clusters Score -4402238 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26192 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -4402321.000000 Penalty: 5214.438965
	Iteration 18Q: 3 clusters Score -4402321 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -4402366.000000 Penalty: 5214.438965
	Iteration 19Q: 3 clusters Score -4402366 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25910 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -4402412.000000 Penalty: 5214.438965
	Iteration 20F: 3 clusters Score -4402412 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -4402467.500000 Penalty: 5214.438965
	Iteration 21Q: 3 clusters Score -4402468 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 11141 members 
Entering Unmasked Estep 
Score: -4402486.500000 Penalty: 5214.438965
	Iteration 22Q: 3 clusters Score -4402486 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25548 members 
Mstep: Class 2 contains 11242 members 
Entering Unmasked Estep 
Score: -4402500.000000 Penalty: 5214.438965
	Iteration 23Q: 3 clusters Score -4402500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25478 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -4402504.000000 Penalty: 5214.438965
	Iteration 24Q: 3 clusters Score -4402504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -4402499.000000 Penalty: 5214.438965
	Iteration 25Q: 3 clusters Score -4402499 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25382 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -4402497.000000 Penalty: 5214.438965
	Iteration 26Q: 3 clusters Score -4402497 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -4402508.000000 Penalty: 5214.438965
	Iteration 27Q: 3 clusters Score -4402508 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -4402512.000000 Penalty: 5214.438965
	Iteration 28Q: 3 clusters Score -4402512 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 11483 members 
Entering Unmasked Estep 
Score: -4402511.000000 Penalty: 5214.438965
	Iteration 29Q: 3 clusters Score -4402511 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4402517.500000 Penalty: 5214.438965
	Iteration 30Q: 3 clusters Score -4402518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25269 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -4402511.000000 Penalty: 5214.438965
	Iteration 31Q: 3 clusters Score -4402511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25255 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -4402518.000000 Penalty: 5214.438965
	Iteration 32Q: 3 clusters Score -4402518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25245 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -4402516.000000 Penalty: 5214.438965
	Iteration 33Q: 3 clusters Score -4402516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4402517.000000 Penalty: 5214.438965
	Iteration 34Q: 3 clusters Score -4402517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 11555 members 
Entering Unmasked Estep 
Score: -4402518.500000 Penalty: 5214.438965
	Iteration 35Q: 3 clusters Score -4402518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 11559 members 
Entering Unmasked Estep 
Score: -4402515.500000 Penalty: 5214.438965
	Iteration 36Q: 3 clusters Score -4402516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -4402518.500000 Penalty: 5214.438965
	Iteration 37Q: 3 clusters Score -4402518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -4402518.500000 Penalty: 5214.438965
	Iteration 38Q: 3 clusters Score -4402518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25217 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -4402519.500000 Penalty: 5214.438965
	Iteration 39Q: 3 clusters Score -4402520 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 11574 members 
Entering Unmasked Estep 
Score: -4402528.000000 Penalty: 5214.438965
	Iteration 40F: 3 clusters Score -4402528 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12110 members 
Entering Unmasked Estep 
Score: -1099575.625000 Penalty: 2331.643066
	Iteration 0F: 2 clusters Score -1099576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1090571.000000 Penalty: 4663.286133
	Iteration 0F: 3 clusters Score -1090571 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -1093451.125000 Penalty: 4663.286133
	Iteration 1F: 3 clusters Score -1093451 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1094085.500000 Penalty: 4663.286133
	Iteration 2F: 3 clusters Score -1094086 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1094744.375000 Penalty: 4663.286133
	Iteration 3F: 3 clusters Score -1094744 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1095491.000000 Penalty: 4663.286133
	Iteration 4F: 3 clusters Score -1095491 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -1096177.500000 Penalty: 4663.286133
	Iteration 5F: 3 clusters Score -1096178 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -1096783.625000 Penalty: 4663.286133
	Iteration 6F: 3 clusters Score -1096784 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5642 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1097154.500000 Penalty: 4663.286133
	Iteration 7F: 3 clusters Score -1097154 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1097370.250000 Penalty: 4663.286133
	Iteration 8Q: 3 clusters Score -1097370 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1097508.500000 Penalty: 4663.286133
	Iteration 9Q: 3 clusters Score -1097508 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1097594.500000 Penalty: 4663.286133
	Iteration 10Q: 3 clusters Score -1097594 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1097661.500000 Penalty: 4663.286133
	Iteration 11Q: 3 clusters Score -1097662 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -1097702.875000 Penalty: 4663.286133
	Iteration 12Q: 3 clusters Score -1097703 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -1097737.000000 Penalty: 4663.286133
	Iteration 13Q: 3 clusters Score -1097737 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1097773.625000 Penalty: 4663.286133
	Iteration 14Q: 3 clusters Score -1097774 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1097796.250000 Penalty: 4663.286133
	Iteration 15Q: 3 clusters Score -1097796 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1097810.000000 Penalty: 4663.286133
	Iteration 16Q: 3 clusters Score -1097810 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -1097820.500000 Penalty: 4663.286133
	Iteration 17Q: 3 clusters Score -1097820 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1097829.125000 Penalty: 4663.286133
	Iteration 18Q: 3 clusters Score -1097829 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1097843.500000 Penalty: 4663.286133
	Iteration 19Q: 3 clusters Score -1097844 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -1097858.250000 Penalty: 4663.286133
	Iteration 20F: 3 clusters Score -1097858 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1097875.750000 Penalty: 4663.286133
	Iteration 21Q: 3 clusters Score -1097876 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1097883.875000 Penalty: 4663.286133
	Iteration 22Q: 3 clusters Score -1097884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -1097891.875000 Penalty: 4663.286133
	Iteration 23Q: 3 clusters Score -1097892 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -1097902.000000 Penalty: 4663.286133
	Iteration 24Q: 3 clusters Score -1097902 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1097908.625000 Penalty: 4663.286133
	Iteration 25Q: 3 clusters Score -1097909 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -1097913.750000 Penalty: 4663.286133
	Iteration 26Q: 3 clusters Score -1097914 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1097919.000000 Penalty: 4663.286133
	Iteration 27Q: 3 clusters Score -1097919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1097921.625000 Penalty: 4663.286133
	Iteration 28Q: 3 clusters Score -1097922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -1097926.875000 Penalty: 4663.286133
	Iteration 29Q: 3 clusters Score -1097927 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1097931.875000 Penalty: 4663.286133
	Iteration 30Q: 3 clusters Score -1097932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1097934.625000 Penalty: 4663.286133
	Iteration 31Q: 3 clusters Score -1097935 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -1097942.250000 Penalty: 4663.286133
	Iteration 32Q: 3 clusters Score -1097942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -1097942.000000 Penalty: 4663.286133
	Iteration 33Q: 3 clusters Score -1097942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6522 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1097945.625000 Penalty: 4663.286133
	Iteration 34Q: 3 clusters Score -1097946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1097950.750000 Penalty: 4663.286133
	Iteration 35Q: 3 clusters Score -1097951 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1097951.250000 Penalty: 4663.286133
	Iteration 36Q: 3 clusters Score -1097951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1097954.000000 Penalty: 4663.286133
	Iteration 37Q: 3 clusters Score -1097954 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1097954.125000 Penalty: 4663.286133
	Iteration 38Q: 3 clusters Score -1097954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1097959.250000 Penalty: 4663.286133
	Iteration 39Q: 3 clusters Score -1097959 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1097958.125000 Penalty: 4663.286133
	Iteration 40F: 3 clusters Score -1097958 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1097961.375000 Penalty: 4663.286133
	Iteration 41Q: 3 clusters Score -1097961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1097968.125000 Penalty: 4663.286133
	Iteration 42Q: 3 clusters Score -1097968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1097970.750000 Penalty: 4663.286133
	Iteration 43Q: 3 clusters Score -1097971 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1097974.250000 Penalty: 4663.286133
	Iteration 44Q: 3 clusters Score -1097974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1097976.500000 Penalty: 4663.286133
	Iteration 45Q: 3 clusters Score -1097976 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1097982.750000 Penalty: 4663.286133
	Iteration 46Q: 3 clusters Score -1097983 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1097983.625000 Penalty: 4663.286133
	Iteration 47Q: 3 clusters Score -1097984 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1097980.125000 Penalty: 4663.286133
	Iteration 48Q: 3 clusters Score -1097980 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -1097985.250000 Penalty: 4663.286133
	Iteration 49Q: 3 clusters Score -1097985 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1097991.875000 Penalty: 4663.286133
	Iteration 50Q: 3 clusters Score -1097992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1097991.875000 Penalty: 4663.286133
	Iteration 51Q: 3 clusters Score -1097992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -1097993.625000 Penalty: 4663.286133
	Iteration 52Q: 3 clusters Score -1097994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1097998.375000 Penalty: 4663.286133
	Iteration 53Q: 3 clusters Score -1097998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5281 members 
Entering Unmasked Estep 
Score: -1098002.375000 Penalty: 4663.286133
	Iteration 54Q: 3 clusters Score -1098002 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -1098004.375000 Penalty: 4663.286133
	Iteration 55Q: 3 clusters Score -1098004 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1098003.875000 Penalty: 4663.286133
	Iteration 56Q: 3 clusters Score -1098004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1098003.750000 Penalty: 4663.286133
	Iteration 57Q: 3 clusters Score -1098004 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 5236 members 
Entering Unmasked Estep 
Score: -1098004.125000 Penalty: 4663.286133
	Iteration 58Q: 3 clusters Score -1098004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1098005.375000 Penalty: 4663.286133
	Iteration 59Q: 3 clusters Score -1098005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1098006.000000 Penalty: 4663.286133
	Iteration 60F: 3 clusters Score -1098006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1098007.875000 Penalty: 4663.286133
	Iteration 61Q: 3 clusters Score -1098008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -1098007.625000 Penalty: 4663.286133
	Iteration 62Q: 3 clusters Score -1098008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1098006.500000 Penalty: 4663.286133
	Iteration 63Q: 3 clusters Score -1098006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1098006.500000 Penalty: 4663.286133
	Iteration 64F: 3 clusters Score -1098006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Entering Unmasked Estep 
Score: -2179082.000000 Penalty: 2448.562256
	Iteration 0F: 2 clusters Score -2179082 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -2165394.750000 Penalty: 4897.124512
	Iteration 0F: 3 clusters Score -2165395 nChanged 8589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10467 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2170166.750000 Penalty: 4897.124512
	Iteration 1F: 3 clusters Score -2170167 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2170673.000000 Penalty: 4897.124512
	Iteration 2F: 3 clusters Score -2170673 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -2171183.000000 Penalty: 4897.124512
	Iteration 3F: 3 clusters Score -2171183 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -2171727.500000 Penalty: 4897.124512
	Iteration 4F: 3 clusters Score -2171728 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -2172294.500000 Penalty: 4897.124512
	Iteration 5F: 3 clusters Score -2172294 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13335 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2172903.500000 Penalty: 4897.124512
	Iteration 6Q: 3 clusters Score -2172904 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14156 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -2173547.000000 Penalty: 4897.124512
	Iteration 7F: 3 clusters Score -2173547 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -2174215.250000 Penalty: 4897.124512
	Iteration 8F: 3 clusters Score -2174215 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -2174835.500000 Penalty: 4897.124512
	Iteration 9Q: 3 clusters Score -2174836 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16466 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2175372.250000 Penalty: 4897.124512
	Iteration 10Q: 3 clusters Score -2175372 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17096 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -2175855.500000 Penalty: 4897.124512
	Iteration 11Q: 3 clusters Score -2175856 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2176229.750000 Penalty: 4897.124512
	Iteration 12Q: 3 clusters Score -2176230 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -2176506.250000 Penalty: 4897.124512
	Iteration 13Q: 3 clusters Score -2176506 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18223 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -2176719.750000 Penalty: 4897.124512
	Iteration 14Q: 3 clusters Score -2176720 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2176866.750000 Penalty: 4897.124512
	Iteration 15Q: 3 clusters Score -2176867 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2176971.750000 Penalty: 4897.124512
	Iteration 16Q: 3 clusters Score -2176972 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2177040.000000 Penalty: 4897.124512
	Iteration 17Q: 3 clusters Score -2177040 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18676 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -2177084.500000 Penalty: 4897.124512
	Iteration 18Q: 3 clusters Score -2177084 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2177114.000000 Penalty: 4897.124512
	Iteration 19Q: 3 clusters Score -2177114 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -2177145.750000 Penalty: 4897.124512
	Iteration 20F: 3 clusters Score -2177146 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2177161.000000 Penalty: 4897.124512
	Iteration 21Q: 3 clusters Score -2177161 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -2177169.250000 Penalty: 4897.124512
	Iteration 22Q: 3 clusters Score -2177169 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -2177187.750000 Penalty: 4897.124512
	Iteration 23Q: 3 clusters Score -2177188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2177194.500000 Penalty: 4897.124512
	Iteration 24Q: 3 clusters Score -2177194 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -2177204.000000 Penalty: 4897.124512
	Iteration 25Q: 3 clusters Score -2177204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2177202.750000 Penalty: 4897.124512
	Iteration 26Q: 3 clusters Score -2177203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18807 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2177207.750000 Penalty: 4897.124512
	Iteration 27Q: 3 clusters Score -2177208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -2177208.250000 Penalty: 4897.124512
	Iteration 28Q: 3 clusters Score -2177208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2177210.750000 Penalty: 4897.124512
	Iteration 29Q: 3 clusters Score -2177211 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2177213.000000 Penalty: 4897.124512
	Iteration 30Q: 3 clusters Score -2177213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18820 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2177215.000000 Penalty: 4897.124512
	Iteration 31Q: 3 clusters Score -2177215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2177212.500000 Penalty: 4897.124512
	Iteration 32Q: 3 clusters Score -2177212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2177212.500000 Penalty: 4897.124512
	Iteration 33F: 3 clusters Score -2177212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (85561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85561 members 
Entering Unmasked Estep 
Score: -10127370.000000 Penalty: 2816.532227
	Iteration 0F: 2 clusters Score -1.012737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42778 members 
Mstep: Class 2 contains 42783 members 
Entering Unmasked Estep 
Score: -10069863.000000 Penalty: 5633.064453
	Iteration 0F: 3 clusters Score -1.006986e+07 nChanged 40371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Mstep: Class 2 contains 42648 members 
Entering Unmasked Estep 
Score: -10093076.000000 Penalty: 5633.064453
	Iteration 1F: 3 clusters Score -1.009308e+07 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42838 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -10093973.000000 Penalty: 5633.064453
	Iteration 2Q: 3 clusters Score -1.009397e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 42852 members 
Entering Unmasked Estep 
Score: -10095205.000000 Penalty: 5633.064453
	Iteration 3Q: 3 clusters Score -1.00952e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -10096845.000000 Penalty: 5633.064453
	Iteration 4Q: 3 clusters Score -1.009684e+07 nChanged 4539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42202 members 
Mstep: Class 2 contains 43359 members 
Entering Unmasked Estep 
Score: -10099385.000000 Penalty: 5633.064453
	Iteration 5F: 3 clusters Score -1.009938e+07 nChanged 5433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41791 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -10103362.000000 Penalty: 5633.064453
	Iteration 6F: 3 clusters Score -1.010336e+07 nChanged 6006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41433 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -10108514.000000 Penalty: 5633.064453
	Iteration 7F: 3 clusters Score -1.010851e+07 nChanged 6392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41325 members 
Mstep: Class 2 contains 44236 members 
Entering Unmasked Estep 
Score: -10114525.000000 Penalty: 5633.064453
	Iteration 8F: 3 clusters Score -1.011452e+07 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41494 members 
Mstep: Class 2 contains 44067 members 
Entering Unmasked Estep 
Score: -10118616.000000 Penalty: 5633.064453
	Iteration 9F: 3 clusters Score -1.011862e+07 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41777 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -10120212.000000 Penalty: 5633.064453
	Iteration 10Q: 3 clusters Score -1.012021e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41916 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -10120734.000000 Penalty: 5633.064453
	Iteration 11Q: 3 clusters Score -1.012073e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -10120940.000000 Penalty: 5633.064453
	Iteration 12Q: 3 clusters Score -1.012094e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 43841 members 
Entering Unmasked Estep 
Score: -10121102.000000 Penalty: 5633.064453
	Iteration 13Q: 3 clusters Score -1.01211e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41458 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -10121216.000000 Penalty: 5633.064453
	Iteration 14Q: 3 clusters Score -1.012122e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -10121335.000000 Penalty: 5633.064453
	Iteration 15Q: 3 clusters Score -1.012134e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40657 members 
Mstep: Class 2 contains 44904 members 
Entering Unmasked Estep 
Score: -10121455.000000 Penalty: 5633.064453
	Iteration 16Q: 3 clusters Score -1.012146e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40180 members 
Mstep: Class 2 contains 45381 members 
Entering Unmasked Estep 
Score: -10121583.000000 Penalty: 5633.064453
	Iteration 17Q: 3 clusters Score -1.012158e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 45908 members 
Entering Unmasked Estep 
Score: -10121716.000000 Penalty: 5633.064453
	Iteration 18Q: 3 clusters Score -1.012172e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39070 members 
Mstep: Class 2 contains 46491 members 
Entering Unmasked Estep 
Score: -10121871.000000 Penalty: 5633.064453
	Iteration 19Q: 3 clusters Score -1.012187e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38441 members 
Mstep: Class 2 contains 47120 members 
Entering Unmasked Estep 
Score: -10122030.000000 Penalty: 5633.064453
	Iteration 20F: 3 clusters Score -1.012203e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37761 members 
Mstep: Class 2 contains 47800 members 
Entering Unmasked Estep 
Score: -10122197.000000 Penalty: 5633.064453
	Iteration 21Q: 3 clusters Score -1.01222e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37005 members 
Mstep: Class 2 contains 48556 members 
Entering Unmasked Estep 
Score: -10122383.000000 Penalty: 5633.064453
	Iteration 22Q: 3 clusters Score -1.012238e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 49390 members 
Entering Unmasked Estep 
Score: -10122637.000000 Penalty: 5633.064453
	Iteration 23Q: 3 clusters Score -1.012264e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35286 members 
Mstep: Class 2 contains 50275 members 
Entering Unmasked Estep 
Score: -10122933.000000 Penalty: 5633.064453
	Iteration 24Q: 3 clusters Score -1.012293e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34357 members 
Mstep: Class 2 contains 51204 members 
Entering Unmasked Estep 
Score: -10123307.000000 Penalty: 5633.064453
	Iteration 25Q: 3 clusters Score -1.012331e+07 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33319 members 
Mstep: Class 2 contains 52242 members 
Entering Unmasked Estep 
Score: -10123817.000000 Penalty: 5633.064453
	Iteration 26Q: 3 clusters Score -1.012382e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32210 members 
Mstep: Class 2 contains 53351 members 
Entering Unmasked Estep 
Score: -10124468.000000 Penalty: 5633.064453
	Iteration 27Q: 3 clusters Score -1.012447e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31026 members 
Mstep: Class 2 contains 54535 members 
Entering Unmasked Estep 
Score: -10125234.000000 Penalty: 5633.064453
	Iteration 28Q: 3 clusters Score -1.012523e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29936 members 
Mstep: Class 2 contains 55625 members 
Entering Unmasked Estep 
Score: -10125769.000000 Penalty: 5633.064453
	Iteration 29Q: 3 clusters Score -1.012577e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 56553 members 
Entering Unmasked Estep 
Score: -10126103.000000 Penalty: 5633.064453
	Iteration 30Q: 3 clusters Score -1.01261e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 57334 members 
Entering Unmasked Estep 
Score: -10126356.000000 Penalty: 5633.064453
	Iteration 31Q: 3 clusters Score -1.012636e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -10126484.000000 Penalty: 5633.064453
	Iteration 32Q: 3 clusters Score -1.012648e+07 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26938 members 
Mstep: Class 2 contains 58623 members 
Entering Unmasked Estep 
Score: -10126652.000000 Penalty: 5633.064453
	Iteration 33Q: 3 clusters Score -1.012665e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 59102 members 
Entering Unmasked Estep 
Score: -10126730.000000 Penalty: 5633.064453
	Iteration 34Q: 3 clusters Score -1.012673e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -10126756.000000 Penalty: 5633.064453
	Iteration 35Q: 3 clusters Score -1.012676e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 59840 members 
Entering Unmasked Estep 
Score: -10126813.000000 Penalty: 5633.064453
	Iteration 36Q: 3 clusters Score -1.012681e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25423 members 
Mstep: Class 2 contains 60138 members 
Entering Unmasked Estep 
Score: -10126824.000000 Penalty: 5633.064453
	Iteration 37Q: 3 clusters Score -1.012682e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25142 members 
Mstep: Class 2 contains 60419 members 
Entering Unmasked Estep 
Score: -10126862.000000 Penalty: 5633.064453
	Iteration 38Q: 3 clusters Score -1.012686e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24872 members 
Mstep: Class 2 contains 60689 members 
Entering Unmasked Estep 
Score: -10126907.000000 Penalty: 5633.064453
	Iteration 39Q: 3 clusters Score -1.012691e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24631 members 
Mstep: Class 2 contains 60930 members 
Entering Unmasked Estep 
Score: -10126903.000000 Penalty: 5633.064453
	Iteration 40F: 3 clusters Score -1.01269e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24400 members 
Mstep: Class 2 contains 61161 members 
Entering Unmasked Estep 
Score: -10126958.000000 Penalty: 5633.064453
	Iteration 41Q: 3 clusters Score -1.012696e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24184 members 
Mstep: Class 2 contains 61377 members 
Entering Unmasked Estep 
Score: -10126964.000000 Penalty: 5633.064453
	Iteration 42Q: 3 clusters Score -1.012696e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 61597 members 
Entering Unmasked Estep 
Score: -10126993.000000 Penalty: 5633.064453
	Iteration 43Q: 3 clusters Score -1.012699e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23762 members 
Mstep: Class 2 contains 61799 members 
Entering Unmasked Estep 
Score: -10126993.000000 Penalty: 5633.064453
	Iteration 44Q: 3 clusters Score -1.012699e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 61975 members 
Entering Unmasked Estep 
Score: -10127026.000000 Penalty: 5633.064453
	Iteration 45Q: 3 clusters Score -1.012703e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 62127 members 
Entering Unmasked Estep 
Score: -10127054.000000 Penalty: 5633.064453
	Iteration 46Q: 3 clusters Score -1.012705e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 62272 members 
Entering Unmasked Estep 
Score: -10127072.000000 Penalty: 5633.064453
	Iteration 47Q: 3 clusters Score -1.012707e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 62389 members 
Entering Unmasked Estep 
Score: -10127065.000000 Penalty: 5633.064453
	Iteration 48Q: 3 clusters Score -1.012706e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23061 members 
Mstep: Class 2 contains 62500 members 
Entering Unmasked Estep 
Score: -10127068.000000 Penalty: 5633.064453
	Iteration 49Q: 3 clusters Score -1.012707e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 62592 members 
Entering Unmasked Estep 
Score: -10127080.000000 Penalty: 5633.064453
	Iteration 50Q: 3 clusters Score -1.012708e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22875 members 
Mstep: Class 2 contains 62686 members 
Entering Unmasked Estep 
Score: -10127097.000000 Penalty: 5633.064453
	Iteration 51Q: 3 clusters Score -1.01271e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 62765 members 
Entering Unmasked Estep 
Score: -10127129.000000 Penalty: 5633.064453
	Iteration 52Q: 3 clusters Score -1.012713e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 62823 members 
Entering Unmasked Estep 
Score: -10127125.000000 Penalty: 5633.064453
	Iteration 53Q: 3 clusters Score -1.012712e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 62879 members 
Entering Unmasked Estep 
Score: -10127138.000000 Penalty: 5633.064453
	Iteration 54Q: 3 clusters Score -1.012714e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 62917 members 
Entering Unmasked Estep 
Score: -10127132.000000 Penalty: 5633.064453
	Iteration 55Q: 3 clusters Score -1.012713e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22606 members 
Mstep: Class 2 contains 62955 members 
Entering Unmasked Estep 
Score: -10127132.000000 Penalty: 5633.064453
	Iteration 56Q: 3 clusters Score -1.012713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 62982 members 
Entering Unmasked Estep 
Score: -10127135.000000 Penalty: 5633.064453
	Iteration 57Q: 3 clusters Score -1.012714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 63007 members 
Entering Unmasked Estep 
Score: -10127150.000000 Penalty: 5633.064453
	Iteration 58Q: 3 clusters Score -1.012715e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22531 members 
Mstep: Class 2 contains 63030 members 
Entering Unmasked Estep 
Score: -10127158.000000 Penalty: 5633.064453
	Iteration 59Q: 3 clusters Score -1.012716e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 63054 members 
Entering Unmasked Estep 
Score: -10127161.000000 Penalty: 5633.064453
	Iteration 60F: 3 clusters Score -1.012716e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22484 members 
Mstep: Class 2 contains 63077 members 
Entering Unmasked Estep 
Score: -10127138.000000 Penalty: 5633.064453
	Iteration 61Q: 3 clusters Score -1.012714e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 63097 members 
Entering Unmasked Estep 
Score: -10127139.000000 Penalty: 5633.064453
	Iteration 62Q: 3 clusters Score -1.012714e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 63116 members 
Entering Unmasked Estep 
Score: -10127128.000000 Penalty: 5633.064453
	Iteration 63Q: 3 clusters Score -1.012713e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 63132 members 
Entering Unmasked Estep 
Score: -10127129.000000 Penalty: 5633.064453
	Iteration 64Q: 3 clusters Score -1.012713e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 63145 members 
Entering Unmasked Estep 
Score: -10127130.000000 Penalty: 5633.064453
	Iteration 65Q: 3 clusters Score -1.012713e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22398 members 
Mstep: Class 2 contains 63163 members 
Entering Unmasked Estep 
Score: -10127136.000000 Penalty: 5633.064453
	Iteration 66Q: 3 clusters Score -1.012714e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 63180 members 
Entering Unmasked Estep 
Score: -10127146.000000 Penalty: 5633.064453
	Iteration 67Q: 3 clusters Score -1.012715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 63190 members 
Entering Unmasked Estep 
Score: -10127152.000000 Penalty: 5633.064453
	Iteration 68Q: 3 clusters Score -1.012715e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22357 members 
Mstep: Class 2 contains 63204 members 
Entering Unmasked Estep 
Score: -10127162.000000 Penalty: 5633.064453
	Iteration 69Q: 3 clusters Score -1.012716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 63212 members 
Entering Unmasked Estep 
Score: -10127162.000000 Penalty: 5633.064453
	Iteration 70Q: 3 clusters Score -1.012716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 63216 members 
Entering Unmasked Estep 
Score: -10127162.000000 Penalty: 5633.064453
	Iteration 71Q: 3 clusters Score -1.012716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 63219 members 
Entering Unmasked Estep 
Score: -10127161.000000 Penalty: 5633.064453
	Iteration 72Q: 3 clusters Score -1.012716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 63222 members 
Entering Unmasked Estep 
Score: -10127157.000000 Penalty: 5633.064453
	Iteration 73Q: 3 clusters Score -1.012716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 63224 members 
Entering Unmasked Estep 
Score: -10127155.000000 Penalty: 5633.064453
	Iteration 74Q: 3 clusters Score -1.012716e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22334 members 
Mstep: Class 2 contains 63227 members 
Entering Unmasked Estep 
Score: -10127153.000000 Penalty: 5633.064453
	Iteration 75Q: 3 clusters Score -1.012715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22332 members 
Mstep: Class 2 contains 63229 members 
Entering Unmasked Estep 
Score: -10127156.000000 Penalty: 5633.064453
	Iteration 76Q: 3 clusters Score -1.012716e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22328 members 
Mstep: Class 2 contains 63233 members 
Entering Unmasked Estep 
Score: -10127156.000000 Penalty: 5633.064453
	Iteration 77Q: 3 clusters Score -1.012716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 63242 members 
Entering Unmasked Estep 
Score: -10127154.000000 Penalty: 5633.064453
	Iteration 78Q: 3 clusters Score -1.012715e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 63248 members 
Entering Unmasked Estep 
Score: -10127146.000000 Penalty: 5633.064453
	Iteration 79Q: 3 clusters Score -1.012715e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 63253 members 
Entering Unmasked Estep 
Score: -10127145.000000 Penalty: 5633.064453
	Iteration 80F: 3 clusters Score -1.012714e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 63258 members 
Entering Unmasked Estep 
Score: -10127152.000000 Penalty: 5633.064453
	Iteration 81Q: 3 clusters Score -1.012715e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -10127156.000000 Penalty: 5633.064453
	Iteration 82Q: 3 clusters Score -1.012716e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 63261 members 
Entering Unmasked Estep 
Score: -10127157.000000 Penalty: 5633.064453
	Iteration 83Q: 3 clusters Score -1.012716e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -10127154.000000 Penalty: 5633.064453
	Iteration 84Q: 3 clusters Score -1.012715e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 63263 members 
Entering Unmasked Estep 
Score: -10127154.000000 Penalty: 5633.064453
	Iteration 85F: 3 clusters Score -1.012715e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Entering Unmasked Estep 
Score: -261392.500000 Penalty: 1913.018555
	Iteration 0F: 2 clusters Score -261392.5 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 1112 members 
Entering Unmasked Estep 
Score: -258558.484375 Penalty: 3826.037109
	Iteration 0F: 3 clusters Score -258558.5 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -259080.328125 Penalty: 3826.037109
	Iteration 1F: 3 clusters Score -259080.3 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -259227.718750 Penalty: 3826.037109
	Iteration 2F: 3 clusters Score -259227.7 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -259302.625000 Penalty: 3826.037109
	Iteration 3Q: 3 clusters Score -259302.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -259330.687500 Penalty: 3826.037109
	Iteration 4Q: 3 clusters Score -259330.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -259349.265625 Penalty: 3826.037109
	Iteration 5Q: 3 clusters Score -259349.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -259363.890625 Penalty: 3826.037109
	Iteration 6Q: 3 clusters Score -259363.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -259377.109375 Penalty: 3826.037109
	Iteration 7Q: 3 clusters Score -259377.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -259386.718750 Penalty: 3826.037109
	Iteration 8Q: 3 clusters Score -259386.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -259395.843750 Penalty: 3826.037109
	Iteration 9Q: 3 clusters Score -259395.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -259400.500000 Penalty: 3826.037109
	Iteration 10Q: 3 clusters Score -259400.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -259405.171875 Penalty: 3826.037109
	Iteration 11Q: 3 clusters Score -259405.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -259408.906250 Penalty: 3826.037109
	Iteration 12Q: 3 clusters Score -259408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -259410.687500 Penalty: 3826.037109
	Iteration 13Q: 3 clusters Score -259410.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -259412.031250 Penalty: 3826.037109
	Iteration 14Q: 3 clusters Score -259412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -259414.406250 Penalty: 3826.037109
	Iteration 15Q: 3 clusters Score -259414.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -259417.828125 Penalty: 3826.037109
	Iteration 16Q: 3 clusters Score -259417.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -259422.843750 Penalty: 3826.037109
	Iteration 17Q: 3 clusters Score -259422.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -259425.625000 Penalty: 3826.037109
	Iteration 18Q: 3 clusters Score -259425.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -259426.281250 Penalty: 3826.037109
	Iteration 19Q: 3 clusters Score -259426.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -259426.625000 Penalty: 3826.037109
	Iteration 20F: 3 clusters Score -259426.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -49310.093750 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -49310.09 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 265 members 
Entering Unmasked Estep 
Score: -47841.375000 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -47841.38 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -47988.527344 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -47988.53 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -48023.835938 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -48023.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48041.519531 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -48041.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48055.960938 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -48055.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48063.019531 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -48063.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48064.406250 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -48064.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -48071.214844 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -48071.21 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48072.187500 Penalty: 3065.288086
	Iteration 8Q: 3 clusters Score -48072.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -48072.187500 Penalty: 3065.288086
	Iteration 9F: 3 clusters Score -48072.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Entering Unmasked Estep 
Score: -2336624.250000 Penalty: 2490.099854
	Iteration 0F: 2 clusters Score -2336624 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -2320646.750000 Penalty: 4980.199707
	Iteration 0F: 3 clusters Score -2320647 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -2326318.250000 Penalty: 4980.199707
	Iteration 1F: 3 clusters Score -2326318 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11154 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -2326966.500000 Penalty: 4980.199707
	Iteration 2F: 3 clusters Score -2326966 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -2327622.000000 Penalty: 4980.199707
	Iteration 3F: 3 clusters Score -2327622 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 12061 members 
Entering Unmasked Estep 
Score: -2328338.000000 Penalty: 4980.199707
	Iteration 4F: 3 clusters Score -2328338 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 12276 members 
Entering Unmasked Estep 
Score: -2329121.250000 Penalty: 4980.199707
	Iteration 5F: 3 clusters Score -2329121 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -2329877.250000 Penalty: 4980.199707
	Iteration 6F: 3 clusters Score -2329877 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2330492.500000 Penalty: 4980.199707
	Iteration 7F: 3 clusters Score -2330492 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -2330959.500000 Penalty: 4980.199707
	Iteration 8Q: 3 clusters Score -2330960 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -2331302.750000 Penalty: 4980.199707
	Iteration 9Q: 3 clusters Score -2331303 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2331548.750000 Penalty: 4980.199707
	Iteration 10Q: 3 clusters Score -2331549 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2331733.000000 Penalty: 4980.199707
	Iteration 11Q: 3 clusters Score -2331733 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 14097 members 
Entering Unmasked Estep 
Score: -2331870.000000 Penalty: 4980.199707
	Iteration 12Q: 3 clusters Score -2331870 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2331994.250000 Penalty: 4980.199707
	Iteration 13Q: 3 clusters Score -2331994 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 14556 members 
Entering Unmasked Estep 
Score: -2332115.250000 Penalty: 4980.199707
	Iteration 14Q: 3 clusters Score -2332115 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -2332229.000000 Penalty: 4980.199707
	Iteration 15Q: 3 clusters Score -2332229 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -2332363.750000 Penalty: 4980.199707
	Iteration 16Q: 3 clusters Score -2332364 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -2332494.250000 Penalty: 4980.199707
	Iteration 17Q: 3 clusters Score -2332494 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -2332603.500000 Penalty: 4980.199707
	Iteration 18Q: 3 clusters Score -2332604 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2332730.750000 Penalty: 4980.199707
	Iteration 19Q: 3 clusters Score -2332731 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
Score: -2332847.250000 Penalty: 4980.199707
	Iteration 20F: 3 clusters Score -2332847 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -2332958.250000 Penalty: 4980.199707
	Iteration 21Q: 3 clusters Score -2332958 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2333065.000000 Penalty: 4980.199707
	Iteration 22Q: 3 clusters Score -2333065 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2333168.250000 Penalty: 4980.199707
	Iteration 23Q: 3 clusters Score -2333168 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -2333249.750000 Penalty: 4980.199707
	Iteration 24Q: 3 clusters Score -2333250 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -2333344.000000 Penalty: 4980.199707
	Iteration 25Q: 3 clusters Score -2333344 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2333439.500000 Penalty: 4980.199707
	Iteration 26Q: 3 clusters Score -2333440 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -2333538.250000 Penalty: 4980.199707
	Iteration 27Q: 3 clusters Score -2333538 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -2333601.000000 Penalty: 4980.199707
	Iteration 28Q: 3 clusters Score -2333601 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -2333690.500000 Penalty: 4980.199707
	Iteration 29Q: 3 clusters Score -2333690 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -2333752.250000 Penalty: 4980.199707
	Iteration 30Q: 3 clusters Score -2333752 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -2333818.750000 Penalty: 4980.199707
	Iteration 31Q: 3 clusters Score -2333819 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2333886.500000 Penalty: 4980.199707
	Iteration 32Q: 3 clusters Score -2333886 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 18552 members 
Entering Unmasked Estep 
Score: -2333952.500000 Penalty: 4980.199707
	Iteration 33Q: 3 clusters Score -2333952 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -2334030.500000 Penalty: 4980.199707
	Iteration 34Q: 3 clusters Score -2334030 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -2334117.500000 Penalty: 4980.199707
	Iteration 35Q: 3 clusters Score -2334118 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2334186.250000 Penalty: 4980.199707
	Iteration 36Q: 3 clusters Score -2334186 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -2334239.000000 Penalty: 4980.199707
	Iteration 37Q: 3 clusters Score -2334239 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2334292.250000 Penalty: 4980.199707
	Iteration 38Q: 3 clusters Score -2334292 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2334339.000000 Penalty: 4980.199707
	Iteration 39Q: 3 clusters Score -2334339 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 19255 members 
Entering Unmasked Estep 
Score: -2334394.000000 Penalty: 4980.199707
	Iteration 40F: 3 clusters Score -2334394 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -2334439.750000 Penalty: 4980.199707
	Iteration 41Q: 3 clusters Score -2334440 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 19375 members 
Entering Unmasked Estep 
Score: -2334475.000000 Penalty: 4980.199707
	Iteration 42Q: 3 clusters Score -2334475 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -2334500.000000 Penalty: 4980.199707
	Iteration 43Q: 3 clusters Score -2334500 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -2334516.250000 Penalty: 4980.199707
	Iteration 44Q: 3 clusters Score -2334516 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -2334536.750000 Penalty: 4980.199707
	Iteration 45Q: 3 clusters Score -2334537 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -2334555.000000 Penalty: 4980.199707
	Iteration 46Q: 3 clusters Score -2334555 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 19590 members 
Entering Unmasked Estep 
Score: -2334571.500000 Penalty: 4980.199707
	Iteration 47Q: 3 clusters Score -2334572 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3315 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -2334576.500000 Penalty: 4980.199707
	Iteration 48Q: 3 clusters Score -2334576 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2334582.750000 Penalty: 4980.199707
	Iteration 49Q: 3 clusters Score -2334583 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 19667 members 
Entering Unmasked Estep 
Score: -2334590.750000 Penalty: 4980.199707
	Iteration 50Q: 3 clusters Score -2334591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2334595.000000 Penalty: 4980.199707
	Iteration 51Q: 3 clusters Score -2334595 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 19678 members 
Entering Unmasked Estep 
Score: -2334607.750000 Penalty: 4980.199707
	Iteration 52Q: 3 clusters Score -2334608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -2334609.250000 Penalty: 4980.199707
	Iteration 53Q: 3 clusters Score -2334609 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2334609.500000 Penalty: 4980.199707
	Iteration 54Q: 3 clusters Score -2334610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2334608.000000 Penalty: 4980.199707
	Iteration 55Q: 3 clusters Score -2334608 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -2334612.500000 Penalty: 4980.199707
	Iteration 56Q: 3 clusters Score -2334612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2334613.500000 Penalty: 4980.199707
	Iteration 57Q: 3 clusters Score -2334614 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2334614.250000 Penalty: 4980.199707
	Iteration 58Q: 3 clusters Score -2334614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 19677 members 
Entering Unmasked Estep 
Score: -2334611.250000 Penalty: 4980.199707
	Iteration 59Q: 3 clusters Score -2334611 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 19674 members 
Entering Unmasked Estep 
Score: -2334616.250000 Penalty: 4980.199707
	Iteration 60F: 3 clusters Score -2334616 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2334612.750000 Penalty: 4980.199707
	Iteration 61Q: 3 clusters Score -2334613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2334615.750000 Penalty: 4980.199707
	Iteration 62Q: 3 clusters Score -2334616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2334618.750000 Penalty: 4980.199707
	Iteration 63Q: 3 clusters Score -2334619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -2334615.500000 Penalty: 4980.199707
	Iteration 64Q: 3 clusters Score -2334616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -2334617.250000 Penalty: 4980.199707
	Iteration 65Q: 3 clusters Score -2334617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -2334618.000000 Penalty: 4980.199707
	Iteration 66Q: 3 clusters Score -2334618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -2334622.500000 Penalty: 4980.199707
	Iteration 67Q: 3 clusters Score -2334622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2334623.500000 Penalty: 4980.199707
	Iteration 68Q: 3 clusters Score -2334624 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -2334624.000000 Penalty: 4980.199707
	Iteration 69Q: 3 clusters Score -2334624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 19680 members 
Entering Unmasked Estep 
Score: -2334625.250000 Penalty: 4980.199707
	Iteration 70Q: 3 clusters Score -2334625 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -2334623.750000 Penalty: 4980.199707
	Iteration 71Q: 3 clusters Score -2334624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 19685 members 
Entering Unmasked Estep 
Score: -2334626.250000 Penalty: 4980.199707
	Iteration 72Q: 3 clusters Score -2334626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 19688 members 
Entering Unmasked Estep 
Score: -2334625.250000 Penalty: 4980.199707
	Iteration 73Q: 3 clusters Score -2334625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -2334626.500000 Penalty: 4980.199707
	Iteration 74Q: 3 clusters Score -2334626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2334625.500000 Penalty: 4980.199707
	Iteration 75Q: 3 clusters Score -2334626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -2334625.500000 Penalty: 4980.199707
	Iteration 76F: 3 clusters Score -2334626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (271072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271072 members 
Entering Unmasked Estep 
Score: -31807946.000000 Penalty: 3102.514648
	Iteration 0F: 2 clusters Score -3.180795e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134987 members 
Mstep: Class 2 contains 136085 members 
Entering Unmasked Estep 
Score: -31630542.000000 Penalty: 6205.029297
	Iteration 0F: 3 clusters Score -3.163054e+07 nChanged 131434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123701 members 
Mstep: Class 2 contains 147371 members 
Entering Unmasked Estep 
Score: -31708780.000000 Penalty: 6205.029297
	Iteration 1F: 3 clusters Score -3.170878e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116523 members 
Mstep: Class 2 contains 154549 members 
Entering Unmasked Estep 
Score: -31711436.000000 Penalty: 6205.029297
	Iteration 2Q: 3 clusters Score -3.171144e+07 nChanged 11628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105763 members 
Mstep: Class 2 contains 165309 members 
Entering Unmasked Estep 
Score: -31716126.000000 Penalty: 6205.029297
	Iteration 3Q: 3 clusters Score -3.171613e+07 nChanged 16190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89899 members 
Mstep: Class 2 contains 181173 members 
Entering Unmasked Estep 
Score: -31725638.000000 Penalty: 6205.029297
	Iteration 4F: 3 clusters Score -3.172564e+07 nChanged 21575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68434 members 
Mstep: Class 2 contains 202638 members 
Entering Unmasked Estep 
Score: -31741562.000000 Penalty: 6205.029297
	Iteration 5F: 3 clusters Score -3.174156e+07 nChanged 24103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 226695 members 
Entering Unmasked Estep 
Score: -31762782.000000 Penalty: 6205.029297
	Iteration 6F: 3 clusters Score -3.176278e+07 nChanged 21061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23360 members 
Mstep: Class 2 contains 247712 members 
Entering Unmasked Estep 
Score: -31782970.000000 Penalty: 6205.029297
	Iteration 7F: 3 clusters Score -3.178297e+07 nChanged 13001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 260709 members 
Entering Unmasked Estep 
Score: -31795958.000000 Penalty: 6205.029297
	Iteration 8Q: 3 clusters Score -3.179596e+07 nChanged 5803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 266504 members 
Entering Unmasked Estep 
Score: -31801282.000000 Penalty: 6205.029297
	Iteration 9Q: 3 clusters Score -3.180128e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 268740 members 
Entering Unmasked Estep 
Score: -31803426.000000 Penalty: 6205.029297
	Iteration 10Q: 3 clusters Score -3.180343e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 269590 members 
Entering Unmasked Estep 
Score: -31804154.000000 Penalty: 6205.029297
	Iteration 11Q: 3 clusters Score -3.180415e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 269959 members 
Entering Unmasked Estep 
Score: -31804582.000000 Penalty: 6205.029297
	Iteration 12Q: 3 clusters Score -3.180458e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 270133 members 
Entering Unmasked Estep 
Score: -31804772.000000 Penalty: 6205.029297
	Iteration 13Q: 3 clusters Score -3.180477e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 270215 members 
Entering Unmasked Estep 
Score: -31804904.000000 Penalty: 6205.029297
	Iteration 14Q: 3 clusters Score -3.18049e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 270270 members 
Entering Unmasked Estep 
Score: -31804996.000000 Penalty: 6205.029297
	Iteration 15Q: 3 clusters Score -3.1805e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 270316 members 
Entering Unmasked Estep 
Score: -31805078.000000 Penalty: 6205.029297
	Iteration 16Q: 3 clusters Score -3.180508e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 270333 members 
Entering Unmasked Estep 
Score: -31805126.000000 Penalty: 6205.029297
	Iteration 17Q: 3 clusters Score -3.180513e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 270350 members 
Entering Unmasked Estep 
Score: -31805206.000000 Penalty: 6205.029297
	Iteration 18Q: 3 clusters Score -3.180521e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 270361 members 
Entering Unmasked Estep 
Score: -31805248.000000 Penalty: 6205.029297
	Iteration 19Q: 3 clusters Score -3.180525e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 270367 members 
Entering Unmasked Estep 
Score: -31805266.000000 Penalty: 6205.029297
	Iteration 20F: 3 clusters Score -3.180527e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 270380 members 
Entering Unmasked Estep 
Score: -31805282.000000 Penalty: 6205.029297
	Iteration 21Q: 3 clusters Score -3.180528e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 270392 members 
Entering Unmasked Estep 
Score: -31805318.000000 Penalty: 6205.029297
	Iteration 22Q: 3 clusters Score -3.180532e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 270404 members 
Entering Unmasked Estep 
Score: -31805308.000000 Penalty: 6205.029297
	Iteration 23Q: 3 clusters Score -3.180531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 270409 members 
Entering Unmasked Estep 
Score: -31805316.000000 Penalty: 6205.029297
	Iteration 24Q: 3 clusters Score -3.180532e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 270408 members 
Entering Unmasked Estep 
Score: -31805308.000000 Penalty: 6205.029297
	Iteration 25Q: 3 clusters Score -3.180531e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 270406 members 
Entering Unmasked Estep 
Score: -31805342.000000 Penalty: 6205.029297
	Iteration 26Q: 3 clusters Score -3.180534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 270408 members 
Entering Unmasked Estep 
Score: -31805346.000000 Penalty: 6205.029297
	Iteration 27Q: 3 clusters Score -3.180535e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 270411 members 
Entering Unmasked Estep 
Score: -31805328.000000 Penalty: 6205.029297
	Iteration 28Q: 3 clusters Score -3.180533e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 270416 members 
Entering Unmasked Estep 
Score: -31805338.000000 Penalty: 6205.029297
	Iteration 29Q: 3 clusters Score -3.180534e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 270419 members 
Entering Unmasked Estep 
Score: -31805342.000000 Penalty: 6205.029297
	Iteration 30Q: 3 clusters Score -3.180534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 270419 members 
Entering Unmasked Estep 
Score: -31805354.000000 Penalty: 6205.029297
	Iteration 31Q: 3 clusters Score -3.180535e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 270423 members 
Entering Unmasked Estep 
Score: -31805350.000000 Penalty: 6205.029297
	Iteration 32Q: 3 clusters Score -3.180535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 270425 members 
Entering Unmasked Estep 
Score: -31805346.000000 Penalty: 6205.029297
	Iteration 33Q: 3 clusters Score -3.180535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 270425 members 
Entering Unmasked Estep 
Score: -31805354.000000 Penalty: 6205.029297
	Iteration 34Q: 3 clusters Score -3.180535e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 270425 members 
Entering Unmasked Estep 
Score: -31805360.000000 Penalty: 6205.029297
	Iteration 35Q: 3 clusters Score -3.180536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 270425 members 
Entering Unmasked Estep 
Score: -31805368.000000 Penalty: 6205.029297
	Iteration 36Q: 3 clusters Score -3.180537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 270424 members 
Entering Unmasked Estep 
Score: -31805364.000000 Penalty: 6205.029297
	Iteration 37Q: 3 clusters Score -3.180536e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 270424 members 
Entering Unmasked Estep 
Score: -31805370.000000 Penalty: 6205.029297
	Iteration 38Q: 3 clusters Score -3.180537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 270424 members 
Entering Unmasked Estep 
Score: -31805348.000000 Penalty: 6205.029297
	Iteration 39Q: 3 clusters Score -3.180535e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 270423 members 
Entering Unmasked Estep 
Score: -31805344.000000 Penalty: 6205.029297
	Iteration 40F: 3 clusters Score -3.180534e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -148703.968750 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -148704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -146131.171875 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -146131.2 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -146586.687500 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -146586.7 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -146687.968750 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -146688 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -146750.625000 Penalty: 3737.771973
	Iteration 3Q: 3 clusters Score -146750.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -146792.500000 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -146792.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -146820.265625 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -146820.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -146840.828125 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -146840.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -146852.953125 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -146853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -146861.734375 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -146861.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -146867.312500 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -146867.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -146873.406250 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -146873.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -146885.312500 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -146885.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -146901.828125 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -146901.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -146916.203125 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -146916.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -146928.296875 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -146928.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -146934.625000 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -146934.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -146943.953125 Penalty: 3737.771973
	Iteration 16Q: 3 clusters Score -146944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -146950.125000 Penalty: 3737.771973
	Iteration 17Q: 3 clusters Score -146950.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -146955.203125 Penalty: 3737.771973
	Iteration 18Q: 3 clusters Score -146955.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -146961.203125 Penalty: 3737.771973
	Iteration 19Q: 3 clusters Score -146961.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146966.781250 Penalty: 3737.771973
	Iteration 20F: 3 clusters Score -146966.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -146969.781250 Penalty: 3737.771973
	Iteration 21Q: 3 clusters Score -146969.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146971.812500 Penalty: 3737.771973
	Iteration 22Q: 3 clusters Score -146971.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146973.140625 Penalty: 3737.771973
	Iteration 23Q: 3 clusters Score -146973.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -146975.437500 Penalty: 3737.771973
	Iteration 24Q: 3 clusters Score -146975.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -146977.843750 Penalty: 3737.771973
	Iteration 25Q: 3 clusters Score -146977.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -146982.531250 Penalty: 3737.771973
	Iteration 26Q: 3 clusters Score -146982.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -146984.796875 Penalty: 3737.771973
	Iteration 27Q: 3 clusters Score -146984.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -146985.750000 Penalty: 3737.771973
	Iteration 28Q: 3 clusters Score -146985.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -146987.390625 Penalty: 3737.771973
	Iteration 29Q: 3 clusters Score -146987.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -146988.093750 Penalty: 3737.771973
	Iteration 30Q: 3 clusters Score -146988.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -146988.843750 Penalty: 3737.771973
	Iteration 31Q: 3 clusters Score -146988.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -146989.843750 Penalty: 3737.771973
	Iteration 32Q: 3 clusters Score -146989.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146990.109375 Penalty: 3737.771973
	Iteration 33Q: 3 clusters Score -146990.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146990.109375 Penalty: 3737.771973
	Iteration 34F: 3 clusters Score -146990.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Entering Unmasked Estep 
Score: -1978673.125000 Penalty: 2408.116211
	Iteration 0F: 2 clusters Score -1978673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8236 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1966876.750000 Penalty: 4816.232422
	Iteration 0F: 3 clusters Score -1966877 nChanged 7080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1970558.625000 Penalty: 4816.232422
	Iteration 1F: 3 clusters Score -1970559 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1970962.750000 Penalty: 4816.232422
	Iteration 2F: 3 clusters Score -1970963 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -1971295.375000 Penalty: 4816.232422
	Iteration 3F: 3 clusters Score -1971295 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1971575.875000 Penalty: 4816.232422
	Iteration 4Q: 3 clusters Score -1971576 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1971837.500000 Penalty: 4816.232422
	Iteration 5Q: 3 clusters Score -1971838 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -1972105.750000 Penalty: 4816.232422
	Iteration 6Q: 3 clusters Score -1972106 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1972381.250000 Penalty: 4816.232422
	Iteration 7Q: 3 clusters Score -1972381 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 7384 members 
Entering Unmasked Estep 
Score: -1972677.250000 Penalty: 4816.232422
	Iteration 8Q: 3 clusters Score -1972677 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9492 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1973050.500000 Penalty: 4816.232422
	Iteration 9Q: 3 clusters Score -1973050 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1973488.000000 Penalty: 4816.232422
	Iteration 10Q: 3 clusters Score -1973488 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1974057.500000 Penalty: 4816.232422
	Iteration 11Q: 3 clusters Score -1974058 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1974678.875000 Penalty: 4816.232422
	Iteration 12Q: 3 clusters Score -1974679 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1975199.125000 Penalty: 4816.232422
	Iteration 13Q: 3 clusters Score -1975199 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1975572.625000 Penalty: 4816.232422
	Iteration 14Q: 3 clusters Score -1975573 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1975802.625000 Penalty: 4816.232422
	Iteration 15Q: 3 clusters Score -1975803 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1975952.250000 Penalty: 4816.232422
	Iteration 16Q: 3 clusters Score -1975952 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12517 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1976066.125000 Penalty: 4816.232422
	Iteration 17Q: 3 clusters Score -1976066 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12671 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1976138.125000 Penalty: 4816.232422
	Iteration 18Q: 3 clusters Score -1976138 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -1976187.000000 Penalty: 4816.232422
	Iteration 19Q: 3 clusters Score -1976187 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1976235.250000 Penalty: 4816.232422
	Iteration 20F: 3 clusters Score -1976235 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -1976272.875000 Penalty: 4816.232422
	Iteration 21Q: 3 clusters Score -1976273 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -1976312.125000 Penalty: 4816.232422
	Iteration 22Q: 3 clusters Score -1976312 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1976353.375000 Penalty: 4816.232422
	Iteration 23Q: 3 clusters Score -1976353 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1976386.250000 Penalty: 4816.232422
	Iteration 24Q: 3 clusters Score -1976386 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1976415.000000 Penalty: 4816.232422
	Iteration 25Q: 3 clusters Score -1976415 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -1976434.000000 Penalty: 4816.232422
	Iteration 26Q: 3 clusters Score -1976434 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1976451.125000 Penalty: 4816.232422
	Iteration 27Q: 3 clusters Score -1976451 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -1976475.125000 Penalty: 4816.232422
	Iteration 28Q: 3 clusters Score -1976475 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13691 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1976495.375000 Penalty: 4816.232422
	Iteration 29Q: 3 clusters Score -1976495 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13763 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1976526.750000 Penalty: 4816.232422
	Iteration 30Q: 3 clusters Score -1976527 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -1976541.750000 Penalty: 4816.232422
	Iteration 31Q: 3 clusters Score -1976542 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -1976554.500000 Penalty: 4816.232422
	Iteration 32Q: 3 clusters Score -1976554 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1976565.625000 Penalty: 4816.232422
	Iteration 33Q: 3 clusters Score -1976566 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -1976571.250000 Penalty: 4816.232422
	Iteration 34Q: 3 clusters Score -1976571 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -1976578.875000 Penalty: 4816.232422
	Iteration 35Q: 3 clusters Score -1976579 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14009 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1976580.250000 Penalty: 4816.232422
	Iteration 36Q: 3 clusters Score -1976580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1976592.500000 Penalty: 4816.232422
	Iteration 37Q: 3 clusters Score -1976592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1976599.750000 Penalty: 4816.232422
	Iteration 38Q: 3 clusters Score -1976600 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1976597.000000 Penalty: 4816.232422
	Iteration 39Q: 3 clusters Score -1976597 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1976602.375000 Penalty: 4816.232422
	Iteration 40F: 3 clusters Score -1976602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1976611.375000 Penalty: 4816.232422
	Iteration 41Q: 3 clusters Score -1976611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1976617.750000 Penalty: 4816.232422
	Iteration 42Q: 3 clusters Score -1976618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1976617.875000 Penalty: 4816.232422
	Iteration 43Q: 3 clusters Score -1976618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1976619.375000 Penalty: 4816.232422
	Iteration 44Q: 3 clusters Score -1976619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14172 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1976620.000000 Penalty: 4816.232422
	Iteration 45Q: 3 clusters Score -1976620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1976626.625000 Penalty: 4816.232422
	Iteration 46Q: 3 clusters Score -1976627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1976629.125000 Penalty: 4816.232422
	Iteration 47Q: 3 clusters Score -1976629 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1976630.875000 Penalty: 4816.232422
	Iteration 48Q: 3 clusters Score -1976631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1976628.875000 Penalty: 4816.232422
	Iteration 49Q: 3 clusters Score -1976629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1976627.250000 Penalty: 4816.232422
	Iteration 50Q: 3 clusters Score -1976627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1976631.375000 Penalty: 4816.232422
	Iteration 51Q: 3 clusters Score -1976631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14242 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1976629.500000 Penalty: 4816.232422
	Iteration 52Q: 3 clusters Score -1976630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1976634.125000 Penalty: 4816.232422
	Iteration 53Q: 3 clusters Score -1976634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1976641.500000 Penalty: 4816.232422
	Iteration 54Q: 3 clusters Score -1976642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1976639.875000 Penalty: 4816.232422
	Iteration 55Q: 3 clusters Score -1976640 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1976642.375000 Penalty: 4816.232422
	Iteration 56Q: 3 clusters Score -1976642 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14281 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1976643.000000 Penalty: 4816.232422
	Iteration 57Q: 3 clusters Score -1976643 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1976643.250000 Penalty: 4816.232422
	Iteration 58Q: 3 clusters Score -1976643 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1976646.250000 Penalty: 4816.232422
	Iteration 59Q: 3 clusters Score -1976646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1976650.750000 Penalty: 4816.232422
	Iteration 60F: 3 clusters Score -1976651 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1976650.500000 Penalty: 4816.232422
	Iteration 61Q: 3 clusters Score -1976650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1976655.500000 Penalty: 4816.232422
	Iteration 62Q: 3 clusters Score -1976656 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -1976652.250000 Penalty: 4816.232422
	Iteration 63Q: 3 clusters Score -1976652 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -1976658.875000 Penalty: 4816.232422
	Iteration 64Q: 3 clusters Score -1976659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1976660.000000 Penalty: 4816.232422
	Iteration 65Q: 3 clusters Score -1976660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1976661.875000 Penalty: 4816.232422
	Iteration 66Q: 3 clusters Score -1976662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1976666.375000 Penalty: 4816.232422
	Iteration 67Q: 3 clusters Score -1976666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1976666.500000 Penalty: 4816.232422
	Iteration 68Q: 3 clusters Score -1976666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1976665.375000 Penalty: 4816.232422
	Iteration 69Q: 3 clusters Score -1976665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -1976668.875000 Penalty: 4816.232422
	Iteration 70Q: 3 clusters Score -1976669 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1976675.500000 Penalty: 4816.232422
	Iteration 71Q: 3 clusters Score -1976676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1976676.625000 Penalty: 4816.232422
	Iteration 72Q: 3 clusters Score -1976677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1976681.750000 Penalty: 4816.232422
	Iteration 73Q: 3 clusters Score -1976682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1976679.250000 Penalty: 4816.232422
	Iteration 74Q: 3 clusters Score -1976679 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1976680.500000 Penalty: 4816.232422
	Iteration 75Q: 3 clusters Score -1976680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1976686.250000 Penalty: 4816.232422
	Iteration 76Q: 3 clusters Score -1976686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14465 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -1976690.500000 Penalty: 4816.232422
	Iteration 77Q: 3 clusters Score -1976690 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1976692.625000 Penalty: 4816.232422
	Iteration 78Q: 3 clusters Score -1976693 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1976693.125000 Penalty: 4816.232422
	Iteration 79Q: 3 clusters Score -1976693 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1976697.750000 Penalty: 4816.232422
	Iteration 80F: 3 clusters Score -1976698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1976700.125000 Penalty: 4816.232422
	Iteration 81Q: 3 clusters Score -1976700 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14526 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1976703.750000 Penalty: 4816.232422
	Iteration 82Q: 3 clusters Score -1976704 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1976706.875000 Penalty: 4816.232422
	Iteration 83Q: 3 clusters Score -1976707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -1976710.250000 Penalty: 4816.232422
	Iteration 84Q: 3 clusters Score -1976710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1976711.750000 Penalty: 4816.232422
	Iteration 85Q: 3 clusters Score -1976712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -1976712.375000 Penalty: 4816.232422
	Iteration 86Q: 3 clusters Score -1976712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1976709.750000 Penalty: 4816.232422
	Iteration 87Q: 3 clusters Score -1976710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14558 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -1976711.750000 Penalty: 4816.232422
	Iteration 88Q: 3 clusters Score -1976712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1976712.750000 Penalty: 4816.232422
	Iteration 89Q: 3 clusters Score -1976713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14559 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -1976712.750000 Penalty: 4816.232422
	Iteration 90F: 3 clusters Score -1976713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2028 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Entering Unmasked Estep 
Score: -166854.546875 Penalty: 1888.471680
	Iteration 0F: 2 clusters Score -166854.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -164261.984375 Penalty: 3776.943359
	Iteration 0F: 3 clusters Score -164262 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -164762.562500 Penalty: 3776.943359
	Iteration 1F: 3 clusters Score -164762.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -164889.609375 Penalty: 3776.943359
	Iteration 2F: 3 clusters Score -164889.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -164970.406250 Penalty: 3776.943359
	Iteration 3Q: 3 clusters Score -164970.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -165019.625000 Penalty: 3776.943359
	Iteration 4Q: 3 clusters Score -165019.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -165062.453125 Penalty: 3776.943359
	Iteration 5Q: 3 clusters Score -165062.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -165095.562500 Penalty: 3776.943359
	Iteration 6Q: 3 clusters Score -165095.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -165125.312500 Penalty: 3776.943359
	Iteration 7Q: 3 clusters Score -165125.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -165149.687500 Penalty: 3776.943359
	Iteration 8Q: 3 clusters Score -165149.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -165166.890625 Penalty: 3776.943359
	Iteration 9Q: 3 clusters Score -165166.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -165186.390625 Penalty: 3776.943359
	Iteration 10Q: 3 clusters Score -165186.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -165203.406250 Penalty: 3776.943359
	Iteration 11Q: 3 clusters Score -165203.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -165217.156250 Penalty: 3776.943359
	Iteration 12Q: 3 clusters Score -165217.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -165226.875000 Penalty: 3776.943359
	Iteration 13Q: 3 clusters Score -165226.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -165235.250000 Penalty: 3776.943359
	Iteration 14Q: 3 clusters Score -165235.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -165246.203125 Penalty: 3776.943359
	Iteration 15Q: 3 clusters Score -165246.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -165256.687500 Penalty: 3776.943359
	Iteration 16Q: 3 clusters Score -165256.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -165268.437500 Penalty: 3776.943359
	Iteration 17Q: 3 clusters Score -165268.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -165275.500000 Penalty: 3776.943359
	Iteration 18Q: 3 clusters Score -165275.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -165284.218750 Penalty: 3776.943359
	Iteration 19Q: 3 clusters Score -165284.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -165294.562500 Penalty: 3776.943359
	Iteration 20F: 3 clusters Score -165294.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -165304.265625 Penalty: 3776.943359
	Iteration 21Q: 3 clusters Score -165304.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -165316.937500 Penalty: 3776.943359
	Iteration 22Q: 3 clusters Score -165316.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -165325.468750 Penalty: 3776.943359
	Iteration 23Q: 3 clusters Score -165325.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -165329.843750 Penalty: 3776.943359
	Iteration 24Q: 3 clusters Score -165329.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -165336.562500 Penalty: 3776.943359
	Iteration 25Q: 3 clusters Score -165336.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -165342.453125 Penalty: 3776.943359
	Iteration 26Q: 3 clusters Score -165342.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -165345.796875 Penalty: 3776.943359
	Iteration 27Q: 3 clusters Score -165345.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -165349.750000 Penalty: 3776.943359
	Iteration 28Q: 3 clusters Score -165349.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -165353.484375 Penalty: 3776.943359
	Iteration 29Q: 3 clusters Score -165353.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -165357.609375 Penalty: 3776.943359
	Iteration 30Q: 3 clusters Score -165357.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -165361.703125 Penalty: 3776.943359
	Iteration 31Q: 3 clusters Score -165361.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165366.671875 Penalty: 3776.943359
	Iteration 32Q: 3 clusters Score -165366.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -165368.718750 Penalty: 3776.943359
	Iteration 33Q: 3 clusters Score -165368.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -165373.671875 Penalty: 3776.943359
	Iteration 34Q: 3 clusters Score -165373.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -165376.562500 Penalty: 3776.943359
	Iteration 35Q: 3 clusters Score -165376.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -165380.250000 Penalty: 3776.943359
	Iteration 36Q: 3 clusters Score -165380.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -165386.656250 Penalty: 3776.943359
	Iteration 37Q: 3 clusters Score -165386.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -165389.203125 Penalty: 3776.943359
	Iteration 38Q: 3 clusters Score -165389.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165391.015625 Penalty: 3776.943359
	Iteration 39Q: 3 clusters Score -165391 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165394.187500 Penalty: 3776.943359
	Iteration 40F: 3 clusters Score -165394.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165396.000000 Penalty: 3776.943359
	Iteration 41Q: 3 clusters Score -165396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -165396.390625 Penalty: 3776.943359
	Iteration 42Q: 3 clusters Score -165396.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -165396.750000 Penalty: 3776.943359
	Iteration 43Q: 3 clusters Score -165396.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -165398.609375 Penalty: 3776.943359
	Iteration 44Q: 3 clusters Score -165398.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -165400.156250 Penalty: 3776.943359
	Iteration 45Q: 3 clusters Score -165400.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -165400.375000 Penalty: 3776.943359
	Iteration 46Q: 3 clusters Score -165400.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -165401.265625 Penalty: 3776.943359
	Iteration 47Q: 3 clusters Score -165401.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -165401.265625 Penalty: 3776.943359
	Iteration 48F: 3 clusters Score -165401.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Entering Unmasked Estep 
Score: -264572.968750 Penalty: 1944.006836
	Iteration 0F: 2 clusters Score -264573 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -261625.734375 Penalty: 3888.013672
	Iteration 0F: 3 clusters Score -261625.7 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -262191.968750 Penalty: 3888.013672
	Iteration 1F: 3 clusters Score -262192 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -262358.375000 Penalty: 3888.013672
	Iteration 2F: 3 clusters Score -262358.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -262467.906250 Penalty: 3888.013672
	Iteration 3Q: 3 clusters Score -262467.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -262528.656250 Penalty: 3888.013672
	Iteration 4Q: 3 clusters Score -262528.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -262590.437500 Penalty: 3888.013672
	Iteration 5Q: 3 clusters Score -262590.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -262645.750000 Penalty: 3888.013672
	Iteration 6Q: 3 clusters Score -262645.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -262692.968750 Penalty: 3888.013672
	Iteration 7Q: 3 clusters Score -262693 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -262741.375000 Penalty: 3888.013672
	Iteration 8Q: 3 clusters Score -262741.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -262794.406250 Penalty: 3888.013672
	Iteration 9Q: 3 clusters Score -262794.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -262835.718750 Penalty: 3888.013672
	Iteration 10Q: 3 clusters Score -262835.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -262871.218750 Penalty: 3888.013672
	Iteration 11Q: 3 clusters Score -262871.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -262906.812500 Penalty: 3888.013672
	Iteration 12Q: 3 clusters Score -262906.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -262938.875000 Penalty: 3888.013672
	Iteration 13Q: 3 clusters Score -262938.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -262964.218750 Penalty: 3888.013672
	Iteration 14Q: 3 clusters Score -262964.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -262995.843750 Penalty: 3888.013672
	Iteration 15Q: 3 clusters Score -262995.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -263016.843750 Penalty: 3888.013672
	Iteration 16Q: 3 clusters Score -263016.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -263032.312500 Penalty: 3888.013672
	Iteration 17Q: 3 clusters Score -263032.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -263043.937500 Penalty: 3888.013672
	Iteration 18Q: 3 clusters Score -263043.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -263050.625000 Penalty: 3888.013672
	Iteration 19Q: 3 clusters Score -263050.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -263054.812500 Penalty: 3888.013672
	Iteration 20F: 3 clusters Score -263054.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -263059.718750 Penalty: 3888.013672
	Iteration 21Q: 3 clusters Score -263059.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -263063.718750 Penalty: 3888.013672
	Iteration 22Q: 3 clusters Score -263063.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -263067.375000 Penalty: 3888.013672
	Iteration 23Q: 3 clusters Score -263067.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -263070.750000 Penalty: 3888.013672
	Iteration 24Q: 3 clusters Score -263070.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -263074.093750 Penalty: 3888.013672
	Iteration 25Q: 3 clusters Score -263074.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -263075.812500 Penalty: 3888.013672
	Iteration 26Q: 3 clusters Score -263075.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -263076.656250 Penalty: 3888.013672
	Iteration 27Q: 3 clusters Score -263076.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -263078.125000 Penalty: 3888.013672
	Iteration 28Q: 3 clusters Score -263078.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -263079.937500 Penalty: 3888.013672
	Iteration 29Q: 3 clusters Score -263079.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -263084.093750 Penalty: 3888.013672
	Iteration 30Q: 3 clusters Score -263084.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -263087.062500 Penalty: 3888.013672
	Iteration 31Q: 3 clusters Score -263087.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -263090.562500 Penalty: 3888.013672
	Iteration 32Q: 3 clusters Score -263090.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -263096.187500 Penalty: 3888.013672
	Iteration 33Q: 3 clusters Score -263096.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -263101.093750 Penalty: 3888.013672
	Iteration 34Q: 3 clusters Score -263101.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -263102.843750 Penalty: 3888.013672
	Iteration 35Q: 3 clusters Score -263102.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -263105.156250 Penalty: 3888.013672
	Iteration 36Q: 3 clusters Score -263105.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -263105.906250 Penalty: 3888.013672
	Iteration 37Q: 3 clusters Score -263105.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -263106.625000 Penalty: 3888.013672
	Iteration 38Q: 3 clusters Score -263106.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -263106.968750 Penalty: 3888.013672
	Iteration 39Q: 3 clusters Score -263107 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -263107.437500 Penalty: 3888.013672
	Iteration 40F: 3 clusters Score -263107.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -263107.343750 Penalty: 3888.013672
	Iteration 41Q: 3 clusters Score -263107.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -263108.468750 Penalty: 3888.013672
	Iteration 42Q: 3 clusters Score -263108.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -263109.031250 Penalty: 3888.013672
	Iteration 43Q: 3 clusters Score -263109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -263109.031250 Penalty: 3888.013672
	Iteration 44F: 3 clusters Score -263109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -175751.625000 Penalty: 1837.165161
	Iteration 0F: 2 clusters Score -175751.6 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 791 members 
Entering Unmasked Estep 
Score: -173357.296875 Penalty: 3674.330322
	Iteration 0F: 3 clusters Score -173357.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -173773.375000 Penalty: 3674.330322
	Iteration 1F: 3 clusters Score -173773.4 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -173922.171875 Penalty: 3674.330322
	Iteration 2F: 3 clusters Score -173922.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -174029.671875 Penalty: 3674.330322
	Iteration 3Q: 3 clusters Score -174029.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -174087.328125 Penalty: 3674.330322
	Iteration 4Q: 3 clusters Score -174087.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -174161.828125 Penalty: 3674.330322
	Iteration 5Q: 3 clusters Score -174161.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -174272.234375 Penalty: 3674.330322
	Iteration 6Q: 3 clusters Score -174272.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -174376.828125 Penalty: 3674.330322
	Iteration 7Q: 3 clusters Score -174376.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -174444.812500 Penalty: 3674.330322
	Iteration 8Q: 3 clusters Score -174444.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -174489.593750 Penalty: 3674.330322
	Iteration 9Q: 3 clusters Score -174489.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -174524.609375 Penalty: 3674.330322
	Iteration 10Q: 3 clusters Score -174524.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174551.796875 Penalty: 3674.330322
	Iteration 11Q: 3 clusters Score -174551.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174569.906250 Penalty: 3674.330322
	Iteration 12Q: 3 clusters Score -174569.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174580.750000 Penalty: 3674.330322
	Iteration 13Q: 3 clusters Score -174580.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -174592.781250 Penalty: 3674.330322
	Iteration 14Q: 3 clusters Score -174592.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174604.734375 Penalty: 3674.330322
	Iteration 15Q: 3 clusters Score -174604.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -174620.937500 Penalty: 3674.330322
	Iteration 16Q: 3 clusters Score -174620.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -174638.156250 Penalty: 3674.330322
	Iteration 17Q: 3 clusters Score -174638.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -174648.546875 Penalty: 3674.330322
	Iteration 18Q: 3 clusters Score -174648.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -174656.015625 Penalty: 3674.330322
	Iteration 19Q: 3 clusters Score -174656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -174665.687500 Penalty: 3674.330322
	Iteration 20F: 3 clusters Score -174665.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -174679.250000 Penalty: 3674.330322
	Iteration 21Q: 3 clusters Score -174679.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -174687.296875 Penalty: 3674.330322
	Iteration 22Q: 3 clusters Score -174687.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -174699.218750 Penalty: 3674.330322
	Iteration 23Q: 3 clusters Score -174699.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -174709.546875 Penalty: 3674.330322
	Iteration 24Q: 3 clusters Score -174709.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -174722.078125 Penalty: 3674.330322
	Iteration 25Q: 3 clusters Score -174722.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -174737.171875 Penalty: 3674.330322
	Iteration 26Q: 3 clusters Score -174737.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -174757.484375 Penalty: 3674.330322
	Iteration 27Q: 3 clusters Score -174757.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -174779.375000 Penalty: 3674.330322
	Iteration 28Q: 3 clusters Score -174779.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -174810.562500 Penalty: 3674.330322
	Iteration 29Q: 3 clusters Score -174810.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -174857.968750 Penalty: 3674.330322
	Iteration 30Q: 3 clusters Score -174858 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -174903.109375 Penalty: 3674.330322
	Iteration 31Q: 3 clusters Score -174903.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -174946.140625 Penalty: 3674.330322
	Iteration 32Q: 3 clusters Score -174946.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -174981.500000 Penalty: 3674.330322
	Iteration 33Q: 3 clusters Score -174981.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -174998.578125 Penalty: 3674.330322
	Iteration 34Q: 3 clusters Score -174998.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -175018.812500 Penalty: 3674.330322
	Iteration 35Q: 3 clusters Score -175018.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -175033.484375 Penalty: 3674.330322
	Iteration 36Q: 3 clusters Score -175033.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -175062.140625 Penalty: 3674.330322
	Iteration 37Q: 3 clusters Score -175062.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -175094.343750 Penalty: 3674.330322
	Iteration 38Q: 3 clusters Score -175094.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -175134.187500 Penalty: 3674.330322
	Iteration 39Q: 3 clusters Score -175134.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -175181.687500 Penalty: 3674.330322
	Iteration 40F: 3 clusters Score -175181.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -175201.765625 Penalty: 3674.330322
	Iteration 41Q: 3 clusters Score -175201.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -175209.218750 Penalty: 3674.330322
	Iteration 42Q: 3 clusters Score -175209.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -175209.812500 Penalty: 3674.330322
	Iteration 43Q: 3 clusters Score -175209.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -175210.750000 Penalty: 3674.330322
	Iteration 44Q: 3 clusters Score -175210.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -175210.750000 Penalty: 3674.330322
	Iteration 45F: 3 clusters Score -175210.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (301677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301677 members 
Entering Unmasked Estep 
Score: -35507788.000000 Penalty: 3129.043701
	Iteration 0F: 2 clusters Score -3.550779e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150692 members 
Mstep: Class 2 contains 150985 members 
Entering Unmasked Estep 
Score: -35312476.000000 Penalty: 6258.087402
	Iteration 0F: 3 clusters Score -3.531248e+07 nChanged 146005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146621 members 
Mstep: Class 2 contains 155056 members 
Entering Unmasked Estep 
Score: -35398744.000000 Penalty: 6258.087402
	Iteration 1F: 3 clusters Score -3.539874e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143746 members 
Mstep: Class 2 contains 157931 members 
Entering Unmasked Estep 
Score: -35399956.000000 Penalty: 6258.087402
	Iteration 2Q: 3 clusters Score -3.539996e+07 nChanged 7735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139269 members 
Mstep: Class 2 contains 162408 members 
Entering Unmasked Estep 
Score: -35401200.000000 Penalty: 6258.087402
	Iteration 3Q: 3 clusters Score -3.54012e+07 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132391 members 
Mstep: Class 2 contains 169286 members 
Entering Unmasked Estep 
Score: -35403700.000000 Penalty: 6258.087402
	Iteration 4Q: 3 clusters Score -3.54037e+07 nChanged 12190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121865 members 
Mstep: Class 2 contains 179812 members 
Entering Unmasked Estep 
Score: -35407928.000000 Penalty: 6258.087402
	Iteration 5Q: 3 clusters Score -3.540793e+07 nChanged 16490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106471 members 
Mstep: Class 2 contains 195206 members 
Entering Unmasked Estep 
Score: -35416804.000000 Penalty: 6258.087402
	Iteration 6F: 3 clusters Score -3.54168e+07 nChanged 21300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85863 members 
Mstep: Class 2 contains 215814 members 
Entering Unmasked Estep 
Score: -35431580.000000 Penalty: 6258.087402
	Iteration 7F: 3 clusters Score -3.543158e+07 nChanged 24276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61991 members 
Mstep: Class 2 contains 239686 members 
Entering Unmasked Estep 
Score: -35452296.000000 Penalty: 6258.087402
	Iteration 8F: 3 clusters Score -3.54523e+07 nChanged 21898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 261374 members 
Entering Unmasked Estep 
Score: -35472680.000000 Penalty: 6258.087402
	Iteration 9F: 3 clusters Score -3.547268e+07 nChanged 15669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 276899 members 
Entering Unmasked Estep 
Score: -35487432.000000 Penalty: 6258.087402
	Iteration 10F: 3 clusters Score -3.548743e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 286743 members 
Entering Unmasked Estep 
Score: -35496648.000000 Penalty: 6258.087402
	Iteration 11Q: 3 clusters Score -3.549665e+07 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 292663 members 
Entering Unmasked Estep 
Score: -35502088.000000 Penalty: 6258.087402
	Iteration 12Q: 3 clusters Score -3.550209e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 296108 members 
Entering Unmasked Estep 
Score: -35504420.000000 Penalty: 6258.087402
	Iteration 13Q: 3 clusters Score -3.550442e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 298118 members 
Entering Unmasked Estep 
Score: -35505408.000000 Penalty: 6258.087402
	Iteration 14Q: 3 clusters Score -3.550541e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 299264 members 
Entering Unmasked Estep 
Score: -35505476.000000 Penalty: 6258.087402
	Iteration 15Q: 3 clusters Score -3.550548e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 299901 members 
Entering Unmasked Estep 
Score: -35505596.000000 Penalty: 6258.087402
	Iteration 16Q: 3 clusters Score -3.55056e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 300286 members 
Entering Unmasked Estep 
Score: -35505540.000000 Penalty: 6258.087402
	Iteration 17Q: 3 clusters Score -3.550554e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 300517 members 
Entering Unmasked Estep 
Score: -35505612.000000 Penalty: 6258.087402
	Iteration 18Q: 3 clusters Score -3.550561e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 300664 members 
Entering Unmasked Estep 
Score: -35505648.000000 Penalty: 6258.087402
	Iteration 19Q: 3 clusters Score -3.550565e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 300757 members 
Entering Unmasked Estep 
Score: -35505612.000000 Penalty: 6258.087402
	Iteration 20F: 3 clusters Score -3.550561e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 300812 members 
Entering Unmasked Estep 
Score: -35505624.000000 Penalty: 6258.087402
	Iteration 21Q: 3 clusters Score -3.550562e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 300853 members 
Entering Unmasked Estep 
Score: -35505644.000000 Penalty: 6258.087402
	Iteration 22Q: 3 clusters Score -3.550564e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 300897 members 
Entering Unmasked Estep 
Score: -35505660.000000 Penalty: 6258.087402
	Iteration 23Q: 3 clusters Score -3.550566e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 300928 members 
Entering Unmasked Estep 
Score: -35505692.000000 Penalty: 6258.087402
	Iteration 24Q: 3 clusters Score -3.550569e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 300953 members 
Entering Unmasked Estep 
Score: -35505720.000000 Penalty: 6258.087402
	Iteration 25Q: 3 clusters Score -3.550572e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 300970 members 
Entering Unmasked Estep 
Score: -35505728.000000 Penalty: 6258.087402
	Iteration 26Q: 3 clusters Score -3.550573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 300987 members 
Entering Unmasked Estep 
Score: -35505720.000000 Penalty: 6258.087402
	Iteration 27Q: 3 clusters Score -3.550572e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 301004 members 
Entering Unmasked Estep 
Score: -35505732.000000 Penalty: 6258.087402
	Iteration 28Q: 3 clusters Score -3.550573e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 301017 members 
Entering Unmasked Estep 
Score: -35505716.000000 Penalty: 6258.087402
	Iteration 29Q: 3 clusters Score -3.550572e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 301031 members 
Entering Unmasked Estep 
Score: -35505724.000000 Penalty: 6258.087402
	Iteration 30Q: 3 clusters Score -3.550572e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 301039 members 
Entering Unmasked Estep 
Score: -35505716.000000 Penalty: 6258.087402
	Iteration 31Q: 3 clusters Score -3.550572e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 301039 members 
Entering Unmasked Estep 
Score: -35505744.000000 Penalty: 6258.087402
	Iteration 32Q: 3 clusters Score -3.550574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 301039 members 
Entering Unmasked Estep 
Score: -35505744.000000 Penalty: 6258.087402
	Iteration 33Q: 3 clusters Score -3.550574e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 301041 members 
Entering Unmasked Estep 
Score: -35505732.000000 Penalty: 6258.087402
	Iteration 34Q: 3 clusters Score -3.550573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 301042 members 
Entering Unmasked Estep 
Score: -35505732.000000 Penalty: 6258.087402
	Iteration 35Q: 3 clusters Score -3.550573e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 301044 members 
Entering Unmasked Estep 
Score: -35505716.000000 Penalty: 6258.087402
	Iteration 36Q: 3 clusters Score -3.550572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 301045 members 
Entering Unmasked Estep 
Score: -35505716.000000 Penalty: 6258.087402
	Iteration 37Q: 3 clusters Score -3.550572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 301046 members 
Entering Unmasked Estep 
Score: -35505724.000000 Penalty: 6258.087402
	Iteration 38Q: 3 clusters Score -3.550572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 301046 members 
Entering Unmasked Estep 
Score: -35505724.000000 Penalty: 6258.087402
	Iteration 39F: 3 clusters Score -3.550572e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11222 members 
Mstep: Class 3 contains 14131 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 311018 members 
Mstep: Class 6 contains 20396 members 
Mstep: Class 7 contains 7638 members 
Mstep: Class 8 contains 58879 members 
Mstep: Class 9 contains 7715 members 
Mstep: Class 10 contains 69637 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 38635 members 
Mstep: Class 13 contains 34537 members 
Mstep: Class 14 contains 26933 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13273 members 
Mstep: Class 18 contains 36790 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 19404 members 
Mstep: Class 21 contains 85561 members 
Mstep: Class 22 contains 2239 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22942 members 
Mstep: Class 25 contains 271072 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16484 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301677 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544720.000000 Penalty: 108902.257812
Iteration 399Q: 32 clusters Score -1.615447e+08 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11217 members 
Mstep: Class 3 contains 14123 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310939 members 
Mstep: Class 6 contains 20389 members 
Mstep: Class 7 contains 7609 members 
Mstep: Class 8 contains 59444 members 
Mstep: Class 9 contains 7743 members 
Mstep: Class 10 contains 69479 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 38600 members 
Mstep: Class 13 contains 34541 members 
Mstep: Class 14 contains 26925 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13271 members 
Mstep: Class 18 contains 36740 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 19405 members 
Mstep: Class 21 contains 85326 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22944 members 
Mstep: Class 25 contains 271076 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16480 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2538 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301686 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545088.000000 Penalty: 108902.257812
Iteration 400F: 32 clusters Score -1.615451e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11217 members 
Mstep: Class 3 contains 14118 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310927 members 
Mstep: Class 6 contains 20386 members 
Mstep: Class 7 contains 7580 members 
Mstep: Class 8 contains 60009 members 
Mstep: Class 9 contains 7761 members 
Mstep: Class 10 contains 69311 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 38564 members 
Mstep: Class 13 contains 34543 members 
Mstep: Class 14 contains 26914 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13273 members 
Mstep: Class 18 contains 36683 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 19405 members 
Mstep: Class 21 contains 85111 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22944 members 
Mstep: Class 25 contains 271058 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16478 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545056.000000 Penalty: 108902.257812
Iteration 401Q: 32 clusters Score -1.615451e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11218 members 
Mstep: Class 3 contains 14109 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310925 members 
Mstep: Class 6 contains 20380 members 
Mstep: Class 7 contains 7558 members 
Mstep: Class 8 contains 60567 members 
Mstep: Class 9 contains 7783 members 
Mstep: Class 10 contains 69157 members 
Mstep: Class 11 contains 14086 members 
Mstep: Class 12 contains 38523 members 
Mstep: Class 13 contains 34541 members 
Mstep: Class 14 contains 26899 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 8846 members 
Mstep: Class 17 contains 13267 members 
Mstep: Class 18 contains 36630 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 19401 members 
Mstep: Class 21 contains 84896 members 
Mstep: Class 22 contains 2238 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22945 members 
Mstep: Class 25 contains 271056 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16474 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2540 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545120.000000 Penalty: 108902.257812
Iteration 402Q: 32 clusters Score -1.615451e+08 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11220 members 
Mstep: Class 3 contains 14108 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310862 members 
Mstep: Class 6 contains 20380 members 
Mstep: Class 7 contains 7539 members 
Mstep: Class 8 contains 61144 members 
Mstep: Class 9 contains 7803 members 
Mstep: Class 10 contains 69016 members 
Mstep: Class 11 contains 14085 members 
Mstep: Class 12 contains 38478 members 
Mstep: Class 13 contains 34547 members 
Mstep: Class 14 contains 26879 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 13260 members 
Mstep: Class 18 contains 36571 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 19399 members 
Mstep: Class 21 contains 84687 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22946 members 
Mstep: Class 25 contains 271112 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16462 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2542 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545456.000000 Penalty: 108902.257812
Iteration 403Q: 32 clusters Score -1.615455e+08 nChanged 1913
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11222 members 
Mstep: Class 3 contains 14106 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310812 members 
Mstep: Class 6 contains 20381 members 
Mstep: Class 7 contains 7514 members 
Mstep: Class 8 contains 61718 members 
Mstep: Class 9 contains 7819 members 
Mstep: Class 10 contains 68877 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 38448 members 
Mstep: Class 13 contains 34552 members 
Mstep: Class 14 contains 26862 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 13254 members 
Mstep: Class 18 contains 36510 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 19399 members 
Mstep: Class 21 contains 84486 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22947 members 
Mstep: Class 25 contains 271115 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16451 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2541 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545200.000000 Penalty: 108902.257812
Iteration 404Q: 32 clusters Score -1.615452e+08 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11227 members 
Mstep: Class 3 contains 14098 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310773 members 
Mstep: Class 6 contains 20377 members 
Mstep: Class 7 contains 7497 members 
Mstep: Class 8 contains 62283 members 
Mstep: Class 9 contains 7842 members 
Mstep: Class 10 contains 68708 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 38399 members 
Mstep: Class 13 contains 34557 members 
Mstep: Class 14 contains 26845 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8845 members 
Mstep: Class 17 contains 13250 members 
Mstep: Class 18 contains 36472 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 19403 members 
Mstep: Class 21 contains 84286 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22946 members 
Mstep: Class 25 contains 271086 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16447 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2540 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545536.000000 Penalty: 108902.257812
Iteration 405Q: 32 clusters Score -1.615455e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 14096 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310760 members 
Mstep: Class 6 contains 20375 members 
Mstep: Class 7 contains 7481 members 
Mstep: Class 8 contains 62803 members 
Mstep: Class 9 contains 7861 members 
Mstep: Class 10 contains 68556 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 38358 members 
Mstep: Class 13 contains 34566 members 
Mstep: Class 14 contains 26832 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 13239 members 
Mstep: Class 18 contains 36421 members 
Mstep: Class 19 contains 12110 members 
Mstep: Class 20 contains 19403 members 
Mstep: Class 21 contains 84064 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22945 members 
Mstep: Class 25 contains 271082 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16442 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2541 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545360.000000 Penalty: 108902.257812
Iteration 406Q: 32 clusters Score -1.615454e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11233 members 
Mstep: Class 3 contains 14091 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310751 members 
Mstep: Class 6 contains 20372 members 
Mstep: Class 7 contains 7447 members 
Mstep: Class 8 contains 63292 members 
Mstep: Class 9 contains 7900 members 
Mstep: Class 10 contains 68448 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 38319 members 
Mstep: Class 13 contains 34570 members 
Mstep: Class 14 contains 26818 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 8844 members 
Mstep: Class 17 contains 13230 members 
Mstep: Class 18 contains 36377 members 
Mstep: Class 19 contains 12111 members 
Mstep: Class 20 contains 19407 members 
Mstep: Class 21 contains 83859 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22943 members 
Mstep: Class 25 contains 271042 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16437 members 
Mstep: Class 28 contains 2028 members 
Mstep: Class 29 contains 2542 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545280.000000 Penalty: 108902.257812
Iteration 407Q: 32 clusters Score -1.615453e+08 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11236 members 
Mstep: Class 3 contains 14085 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310750 members 
Mstep: Class 6 contains 20372 members 
Mstep: Class 7 contains 7420 members 
Mstep: Class 8 contains 63783 members 
Mstep: Class 9 contains 7944 members 
Mstep: Class 10 contains 68330 members 
Mstep: Class 11 contains 14083 members 
Mstep: Class 12 contains 38269 members 
Mstep: Class 13 contains 34570 members 
Mstep: Class 14 contains 26806 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 13226 members 
Mstep: Class 18 contains 36332 members 
Mstep: Class 19 contains 12111 members 
Mstep: Class 20 contains 19411 members 
Mstep: Class 21 contains 83667 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22943 members 
Mstep: Class 25 contains 270952 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16429 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2542 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545136.000000 Penalty: 108902.257812
Iteration 408Q: 32 clusters Score -1.615451e+08 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11239 members 
Mstep: Class 3 contains 14079 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310746 members 
Mstep: Class 6 contains 20366 members 
Mstep: Class 7 contains 7394 members 
Mstep: Class 8 contains 64200 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 68236 members 
Mstep: Class 11 contains 14084 members 
Mstep: Class 12 contains 38235 members 
Mstep: Class 13 contains 34574 members 
Mstep: Class 14 contains 26789 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13220 members 
Mstep: Class 18 contains 36282 members 
Mstep: Class 19 contains 12112 members 
Mstep: Class 20 contains 19415 members 
Mstep: Class 21 contains 83482 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22943 members 
Mstep: Class 25 contains 270874 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16424 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2542 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545376.000000 Penalty: 108902.257812
Iteration 409Q: 32 clusters Score -1.615454e+08 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11239 members 
Mstep: Class 3 contains 14081 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310742 members 
Mstep: Class 6 contains 20362 members 
Mstep: Class 7 contains 7370 members 
Mstep: Class 8 contains 64606 members 
Mstep: Class 9 contains 8003 members 
Mstep: Class 10 contains 68152 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 38201 members 
Mstep: Class 13 contains 34576 members 
Mstep: Class 14 contains 26769 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13222 members 
Mstep: Class 18 contains 36242 members 
Mstep: Class 19 contains 12112 members 
Mstep: Class 20 contains 19418 members 
Mstep: Class 21 contains 83314 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22941 members 
Mstep: Class 25 contains 270779 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16428 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2537 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545040.000000 Penalty: 108902.257812
Iteration 410Q: 32 clusters Score -1.61545e+08 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11239 members 
Mstep: Class 3 contains 14072 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310772 members 
Mstep: Class 6 contains 20361 members 
Mstep: Class 7 contains 7356 members 
Mstep: Class 8 contains 65016 members 
Mstep: Class 9 contains 8022 members 
Mstep: Class 10 contains 68061 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 38166 members 
Mstep: Class 13 contains 34579 members 
Mstep: Class 14 contains 26756 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13221 members 
Mstep: Class 18 contains 36180 members 
Mstep: Class 19 contains 12113 members 
Mstep: Class 20 contains 19417 members 
Mstep: Class 21 contains 83149 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22940 members 
Mstep: Class 25 contains 270669 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16423 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544608.000000 Penalty: 108902.257812
Iteration 411Q: 32 clusters Score -1.615446e+08 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11242 members 
Mstep: Class 3 contains 14068 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310769 members 
Mstep: Class 6 contains 20365 members 
Mstep: Class 7 contains 7343 members 
Mstep: Class 8 contains 65414 members 
Mstep: Class 9 contains 8038 members 
Mstep: Class 10 contains 67959 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 38142 members 
Mstep: Class 13 contains 34576 members 
Mstep: Class 14 contains 26732 members 
Mstep: Class 15 contains 3572 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13217 members 
Mstep: Class 18 contains 36108 members 
Mstep: Class 19 contains 12113 members 
Mstep: Class 20 contains 19419 members 
Mstep: Class 21 contains 82965 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22940 members 
Mstep: Class 25 contains 270592 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16415 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301644 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544608.000000 Penalty: 108902.257812
Iteration 412Q: 32 clusters Score -1.615446e+08 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11246 members 
Mstep: Class 3 contains 14064 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310732 members 
Mstep: Class 6 contains 20370 members 
Mstep: Class 7 contains 7328 members 
Mstep: Class 8 contains 65798 members 
Mstep: Class 9 contains 8060 members 
Mstep: Class 10 contains 67858 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 38109 members 
Mstep: Class 13 contains 34574 members 
Mstep: Class 14 contains 26713 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13209 members 
Mstep: Class 18 contains 36070 members 
Mstep: Class 19 contains 12113 members 
Mstep: Class 20 contains 19417 members 
Mstep: Class 21 contains 82788 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22941 members 
Mstep: Class 25 contains 270504 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16411 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544976.000000 Penalty: 108902.257812
Iteration 413Q: 32 clusters Score -1.61545e+08 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 14059 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310734 members 
Mstep: Class 6 contains 20363 members 
Mstep: Class 7 contains 7308 members 
Mstep: Class 8 contains 66160 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 67769 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 38081 members 
Mstep: Class 13 contains 34575 members 
Mstep: Class 14 contains 26693 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13197 members 
Mstep: Class 18 contains 36038 members 
Mstep: Class 19 contains 12113 members 
Mstep: Class 20 contains 19418 members 
Mstep: Class 21 contains 82579 members 
Mstep: Class 22 contains 2233 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22945 members 
Mstep: Class 25 contains 270435 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16415 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544896.000000 Penalty: 108902.257812
Iteration 414Q: 32 clusters Score -1.615449e+08 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11248 members 
Mstep: Class 3 contains 14051 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310726 members 
Mstep: Class 6 contains 20357 members 
Mstep: Class 7 contains 7288 members 
Mstep: Class 8 contains 66496 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 10 contains 67685 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 38047 members 
Mstep: Class 13 contains 34572 members 
Mstep: Class 14 contains 26675 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13190 members 
Mstep: Class 18 contains 36012 members 
Mstep: Class 19 contains 12113 members 
Mstep: Class 20 contains 19415 members 
Mstep: Class 21 contains 82396 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22948 members 
Mstep: Class 25 contains 270382 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16418 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545088.000000 Penalty: 108902.257812
Iteration 415Q: 32 clusters Score -1.615451e+08 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11248 members 
Mstep: Class 3 contains 14050 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310747 members 
Mstep: Class 6 contains 20352 members 
Mstep: Class 7 contains 7273 members 
Mstep: Class 8 contains 66829 members 
Mstep: Class 9 contains 8111 members 
Mstep: Class 10 contains 67603 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 38001 members 
Mstep: Class 13 contains 34573 members 
Mstep: Class 14 contains 26653 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13177 members 
Mstep: Class 18 contains 35974 members 
Mstep: Class 19 contains 12114 members 
Mstep: Class 20 contains 19414 members 
Mstep: Class 21 contains 82209 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22950 members 
Mstep: Class 25 contains 270374 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16412 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2533 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301997 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545264.000000 Penalty: 108902.257812
Iteration 416Q: 32 clusters Score -1.615453e+08 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11249 members 
Mstep: Class 3 contains 14047 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310771 members 
Mstep: Class 6 contains 20346 members 
Mstep: Class 7 contains 7258 members 
Mstep: Class 8 contains 67133 members 
Mstep: Class 9 contains 8124 members 
Mstep: Class 10 contains 67528 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 37968 members 
Mstep: Class 13 contains 34572 members 
Mstep: Class 14 contains 26635 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 13167 members 
Mstep: Class 18 contains 35933 members 
Mstep: Class 19 contains 12115 members 
Mstep: Class 20 contains 19415 members 
Mstep: Class 21 contains 82020 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22949 members 
Mstep: Class 25 contains 270371 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16418 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2534 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302040 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545392.000000 Penalty: 108902.257812
Iteration 417Q: 32 clusters Score -1.615454e+08 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11249 members 
Mstep: Class 3 contains 14045 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310735 members 
Mstep: Class 6 contains 20343 members 
Mstep: Class 7 contains 7248 members 
Mstep: Class 8 contains 67437 members 
Mstep: Class 9 contains 8138 members 
Mstep: Class 10 contains 67455 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 37939 members 
Mstep: Class 13 contains 34571 members 
Mstep: Class 14 contains 26623 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13153 members 
Mstep: Class 18 contains 35896 members 
Mstep: Class 19 contains 12116 members 
Mstep: Class 20 contains 19416 members 
Mstep: Class 21 contains 81842 members 
Mstep: Class 22 contains 2234 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22948 members 
Mstep: Class 25 contains 270397 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16415 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2539 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545376.000000 Penalty: 108902.257812
Iteration 418Q: 32 clusters Score -1.615454e+08 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11248 members 
Mstep: Class 3 contains 14044 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310706 members 
Mstep: Class 6 contains 20344 members 
Mstep: Class 7 contains 7235 members 
Mstep: Class 8 contains 67735 members 
Mstep: Class 9 contains 8163 members 
Mstep: Class 10 contains 67384 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 37914 members 
Mstep: Class 13 contains 34573 members 
Mstep: Class 14 contains 26611 members 
Mstep: Class 15 contains 3573 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13142 members 
Mstep: Class 18 contains 35848 members 
Mstep: Class 19 contains 12118 members 
Mstep: Class 20 contains 19415 members 
Mstep: Class 21 contains 81656 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22946 members 
Mstep: Class 25 contains 270412 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16426 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2542 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545552.000000 Penalty: 108902.257812
Iteration 419Q: 32 clusters Score -1.615456e+08 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 14040 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310733 members 
Mstep: Class 6 contains 20340 members 
Mstep: Class 7 contains 7227 members 
Mstep: Class 8 contains 68020 members 
Mstep: Class 9 contains 8181 members 
Mstep: Class 10 contains 67326 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 37885 members 
Mstep: Class 13 contains 34576 members 
Mstep: Class 14 contains 26595 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13131 members 
Mstep: Class 18 contains 35808 members 
Mstep: Class 19 contains 12118 members 
Mstep: Class 20 contains 19413 members 
Mstep: Class 21 contains 81444 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22946 members 
Mstep: Class 25 contains 270425 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16432 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2541 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302165 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545456.000000 Penalty: 108902.257812
Iteration 420F: 32 clusters Score -1.615455e+08 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11248 members 
Mstep: Class 3 contains 14038 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310715 members 
Mstep: Class 6 contains 20344 members 
Mstep: Class 7 contains 7213 members 
Mstep: Class 8 contains 68310 members 
Mstep: Class 9 contains 8198 members 
Mstep: Class 10 contains 67264 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 37862 members 
Mstep: Class 13 contains 34577 members 
Mstep: Class 14 contains 26594 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13120 members 
Mstep: Class 18 contains 35763 members 
Mstep: Class 19 contains 12118 members 
Mstep: Class 20 contains 19410 members 
Mstep: Class 21 contains 81257 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22947 members 
Mstep: Class 25 contains 270444 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16432 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2542 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545232.000000 Penalty: 108902.257812
Iteration 421Q: 32 clusters Score -1.615452e+08 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11252 members 
Mstep: Class 3 contains 14036 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310700 members 
Mstep: Class 6 contains 20343 members 
Mstep: Class 7 contains 7204 members 
Mstep: Class 8 contains 68588 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 67208 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 37847 members 
Mstep: Class 13 contains 34581 members 
Mstep: Class 14 contains 26586 members 
Mstep: Class 15 contains 3574 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13114 members 
Mstep: Class 18 contains 35723 members 
Mstep: Class 19 contains 12118 members 
Mstep: Class 20 contains 19411 members 
Mstep: Class 21 contains 81059 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22947 members 
Mstep: Class 25 contains 270464 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16430 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2542 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302228 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545232.000000 Penalty: 108902.257812
Iteration 422Q: 32 clusters Score -1.615452e+08 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11252 members 
Mstep: Class 3 contains 14032 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310755 members 
Mstep: Class 6 contains 20341 members 
Mstep: Class 7 contains 7191 members 
Mstep: Class 8 contains 68886 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 67148 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 37826 members 
Mstep: Class 13 contains 34587 members 
Mstep: Class 14 contains 26577 members 
Mstep: Class 15 contains 3575 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13109 members 
Mstep: Class 18 contains 35669 members 
Mstep: Class 19 contains 12118 members 
Mstep: Class 20 contains 19411 members 
Mstep: Class 21 contains 80883 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22948 members 
Mstep: Class 25 contains 270457 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16431 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2543 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544928.000000 Penalty: 108902.257812
Iteration 423Q: 32 clusters Score -1.615449e+08 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11252 members 
Mstep: Class 3 contains 14031 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310736 members 
Mstep: Class 6 contains 20335 members 
Mstep: Class 7 contains 7172 members 
Mstep: Class 8 contains 69189 members 
Mstep: Class 9 contains 8243 members 
Mstep: Class 10 contains 67096 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 37801 members 
Mstep: Class 13 contains 34587 members 
Mstep: Class 14 contains 26569 members 
Mstep: Class 15 contains 3576 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13100 members 
Mstep: Class 18 contains 35619 members 
Mstep: Class 19 contains 12118 members 
Mstep: Class 20 contains 19414 members 
Mstep: Class 21 contains 80728 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22950 members 
Mstep: Class 25 contains 270486 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16438 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2547 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545136.000000 Penalty: 108902.257812
Iteration 424Q: 32 clusters Score -1.615451e+08 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11252 members 
Mstep: Class 3 contains 14029 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310719 members 
Mstep: Class 6 contains 20335 members 
Mstep: Class 7 contains 7156 members 
Mstep: Class 8 contains 69449 members 
Mstep: Class 9 contains 8258 members 
Mstep: Class 10 contains 67053 members 
Mstep: Class 11 contains 14092 members 
Mstep: Class 12 contains 37772 members 
Mstep: Class 13 contains 34580 members 
Mstep: Class 14 contains 26565 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13087 members 
Mstep: Class 18 contains 35567 members 
Mstep: Class 19 contains 12119 members 
Mstep: Class 20 contains 19416 members 
Mstep: Class 21 contains 80594 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22951 members 
Mstep: Class 25 contains 270528 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16443 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2547 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544896.000000 Penalty: 108902.257812
Iteration 425Q: 32 clusters Score -1.615449e+08 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11251 members 
Mstep: Class 3 contains 14023 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310691 members 
Mstep: Class 6 contains 20337 members 
Mstep: Class 7 contains 7150 members 
Mstep: Class 8 contains 69721 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 67000 members 
Mstep: Class 11 contains 14094 members 
Mstep: Class 12 contains 37741 members 
Mstep: Class 13 contains 34581 members 
Mstep: Class 14 contains 26557 members 
Mstep: Class 15 contains 3577 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13082 members 
Mstep: Class 18 contains 35524 members 
Mstep: Class 19 contains 12120 members 
Mstep: Class 20 contains 19413 members 
Mstep: Class 21 contains 80477 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22951 members 
Mstep: Class 25 contains 270573 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16443 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2548 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302129 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544800.000000 Penalty: 108902.257812
Iteration 426Q: 32 clusters Score -1.615448e+08 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11253 members 
Mstep: Class 3 contains 14015 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310710 members 
Mstep: Class 6 contains 20342 members 
Mstep: Class 7 contains 7142 members 
Mstep: Class 8 contains 69982 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 66952 members 
Mstep: Class 11 contains 14096 members 
Mstep: Class 12 contains 37711 members 
Mstep: Class 13 contains 34580 members 
Mstep: Class 14 contains 26546 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 13077 members 
Mstep: Class 18 contains 35480 members 
Mstep: Class 19 contains 12124 members 
Mstep: Class 20 contains 19412 members 
Mstep: Class 21 contains 80356 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22948 members 
Mstep: Class 25 contains 270599 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16452 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2548 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544864.000000 Penalty: 108902.257812
Iteration 427Q: 32 clusters Score -1.615449e+08 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11252 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310702 members 
Mstep: Class 6 contains 20339 members 
Mstep: Class 7 contains 7131 members 
Mstep: Class 8 contains 70240 members 
Mstep: Class 9 contains 8291 members 
Mstep: Class 10 contains 66925 members 
Mstep: Class 11 contains 14097 members 
Mstep: Class 12 contains 37683 members 
Mstep: Class 13 contains 34579 members 
Mstep: Class 14 contains 26531 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13073 members 
Mstep: Class 18 contains 35434 members 
Mstep: Class 19 contains 12128 members 
Mstep: Class 20 contains 19414 members 
Mstep: Class 21 contains 80227 members 
Mstep: Class 22 contains 2235 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22944 members 
Mstep: Class 25 contains 270663 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16464 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2550 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 302004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544736.000000 Penalty: 108902.257812
Iteration 428Q: 32 clusters Score -1.615447e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11251 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310658 members 
Mstep: Class 6 contains 20340 members 
Mstep: Class 7 contains 7120 members 
Mstep: Class 8 contains 70518 members 
Mstep: Class 9 contains 8294 members 
Mstep: Class 10 contains 66894 members 
Mstep: Class 11 contains 14098 members 
Mstep: Class 12 contains 37652 members 
Mstep: Class 13 contains 34579 members 
Mstep: Class 14 contains 26518 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13073 members 
Mstep: Class 18 contains 35384 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19412 members 
Mstep: Class 21 contains 80106 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22945 members 
Mstep: Class 25 contains 270721 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16472 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2551 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544896.000000 Penalty: 108902.257812
Iteration 429Q: 32 clusters Score -1.615449e+08 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11250 members 
Mstep: Class 3 contains 14007 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310652 members 
Mstep: Class 6 contains 20334 members 
Mstep: Class 7 contains 7108 members 
Mstep: Class 8 contains 70782 members 
Mstep: Class 9 contains 8300 members 
Mstep: Class 10 contains 66871 members 
Mstep: Class 11 contains 14094 members 
Mstep: Class 12 contains 37618 members 
Mstep: Class 13 contains 34578 members 
Mstep: Class 14 contains 26508 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13074 members 
Mstep: Class 18 contains 35342 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19410 members 
Mstep: Class 21 contains 79994 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22947 members 
Mstep: Class 25 contains 270768 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16480 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2552 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544832.000000 Penalty: 108902.257812
Iteration 430Q: 32 clusters Score -1.615448e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11249 members 
Mstep: Class 3 contains 14005 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310632 members 
Mstep: Class 6 contains 20334 members 
Mstep: Class 7 contains 7094 members 
Mstep: Class 8 contains 71013 members 
Mstep: Class 9 contains 8306 members 
Mstep: Class 10 contains 66857 members 
Mstep: Class 11 contains 14094 members 
Mstep: Class 12 contains 37603 members 
Mstep: Class 13 contains 34580 members 
Mstep: Class 14 contains 26496 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13066 members 
Mstep: Class 18 contains 35296 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19409 members 
Mstep: Class 21 contains 79862 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22948 members 
Mstep: Class 25 contains 270831 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16481 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2551 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545056.000000 Penalty: 108902.257812
Iteration 431Q: 32 clusters Score -1.615451e+08 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 14010 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310633 members 
Mstep: Class 6 contains 20332 members 
Mstep: Class 7 contains 7084 members 
Mstep: Class 8 contains 71280 members 
Mstep: Class 9 contains 8316 members 
Mstep: Class 10 contains 66828 members 
Mstep: Class 11 contains 14091 members 
Mstep: Class 12 contains 37569 members 
Mstep: Class 13 contains 34582 members 
Mstep: Class 14 contains 26484 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13057 members 
Mstep: Class 18 contains 35253 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19404 members 
Mstep: Class 21 contains 79731 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22949 members 
Mstep: Class 25 contains 270875 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16479 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2553 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545136.000000 Penalty: 108902.257812
Iteration 432Q: 32 clusters Score -1.615451e+08 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11245 members 
Mstep: Class 3 contains 14010 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310649 members 
Mstep: Class 6 contains 20329 members 
Mstep: Class 7 contains 7081 members 
Mstep: Class 8 contains 71504 members 
Mstep: Class 9 contains 8330 members 
Mstep: Class 10 contains 66792 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 37537 members 
Mstep: Class 13 contains 34576 members 
Mstep: Class 14 contains 26477 members 
Mstep: Class 15 contains 3579 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13045 members 
Mstep: Class 18 contains 35224 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19405 members 
Mstep: Class 21 contains 79607 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22950 members 
Mstep: Class 25 contains 270886 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16482 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2553 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545008.000000 Penalty: 108902.257812
Iteration 433Q: 32 clusters Score -1.61545e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11244 members 
Mstep: Class 3 contains 14009 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310665 members 
Mstep: Class 6 contains 20327 members 
Mstep: Class 7 contains 7079 members 
Mstep: Class 8 contains 71752 members 
Mstep: Class 9 contains 8345 members 
Mstep: Class 10 contains 66745 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 37503 members 
Mstep: Class 13 contains 34576 members 
Mstep: Class 14 contains 26466 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13036 members 
Mstep: Class 18 contains 35195 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19407 members 
Mstep: Class 21 contains 79499 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22950 members 
Mstep: Class 25 contains 270883 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16486 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2553 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544944.000000 Penalty: 108902.257812
Iteration 434Q: 32 clusters Score -1.615449e+08 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11244 members 
Mstep: Class 3 contains 14008 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310638 members 
Mstep: Class 6 contains 20329 members 
Mstep: Class 7 contains 7076 members 
Mstep: Class 8 contains 71992 members 
Mstep: Class 9 contains 8358 members 
Mstep: Class 10 contains 66694 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 37461 members 
Mstep: Class 13 contains 34577 members 
Mstep: Class 14 contains 26455 members 
Mstep: Class 15 contains 3581 members 
Mstep: Class 16 contains 8841 members 
Mstep: Class 17 contains 13024 members 
Mstep: Class 18 contains 35164 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19412 members 
Mstep: Class 21 contains 79382 members 
Mstep: Class 22 contains 2236 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22949 members 
Mstep: Class 25 contains 270897 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16487 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2554 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544960.000000 Penalty: 108902.257812
Iteration 435Q: 32 clusters Score -1.61545e+08 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11242 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310630 members 
Mstep: Class 6 contains 20323 members 
Mstep: Class 7 contains 7073 members 
Mstep: Class 8 contains 72232 members 
Mstep: Class 9 contains 8369 members 
Mstep: Class 10 contains 66652 members 
Mstep: Class 11 contains 14090 members 
Mstep: Class 12 contains 37433 members 
Mstep: Class 13 contains 34581 members 
Mstep: Class 14 contains 26446 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 13006 members 
Mstep: Class 18 contains 35127 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19412 members 
Mstep: Class 21 contains 79268 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22950 members 
Mstep: Class 25 contains 270905 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16485 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2555 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544992.000000 Penalty: 108902.257812
Iteration 436Q: 32 clusters Score -1.61545e+08 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11241 members 
Mstep: Class 3 contains 14002 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310592 members 
Mstep: Class 6 contains 20320 members 
Mstep: Class 7 contains 7070 members 
Mstep: Class 8 contains 72466 members 
Mstep: Class 9 contains 8374 members 
Mstep: Class 10 contains 66612 members 
Mstep: Class 11 contains 14089 members 
Mstep: Class 12 contains 37408 members 
Mstep: Class 13 contains 34585 members 
Mstep: Class 14 contains 26446 members 
Mstep: Class 15 contains 3580 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 12991 members 
Mstep: Class 18 contains 35100 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19412 members 
Mstep: Class 21 contains 79139 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22951 members 
Mstep: Class 25 contains 270930 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16483 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2555 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161544960.000000 Penalty: 108902.257812
Iteration 437Q: 32 clusters Score -1.61545e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 14003 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 310540 members 
Mstep: Class 6 contains 20318 members 
Mstep: Class 7 contains 7066 members 
Mstep: Class 8 contains 72697 members 
Mstep: Class 9 contains 8377 members 
Mstep: Class 10 contains 66579 members 
Mstep: Class 11 contains 14088 members 
Mstep: Class 12 contains 37390 members 
Mstep: Class 13 contains 34586 members 
Mstep: Class 14 contains 26445 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 12979 members 
Mstep: Class 18 contains 35092 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19413 members 
Mstep: Class 21 contains 79025 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22950 members 
Mstep: Class 25 contains 270948 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16477 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2555 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161545216.000000 Penalty: 108902.257812
Iteration 438Q: 32 clusters Score -1.615452e+08 nChanged 1002
Entering ConstructFrom: 
Score: -161545216.000000 Penalty: 108902.257812
Entering ConstructFrom: 
Trying to split cluster 1 (791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Entering Unmasked Estep 
Score: -84062.335938 Penalty: 1654.977905
	Iteration 0F: 2 clusters Score -84062.34 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 404 members 
Entering Unmasked Estep 
Score: -82331.304688 Penalty: 3309.955811
	Iteration 0F: 3 clusters Score -82331.3 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -82605.203125 Penalty: 3309.955811
	Iteration 1F: 3 clusters Score -82605.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -82667.132812 Penalty: 3309.955811
	Iteration 2F: 3 clusters Score -82667.13 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -82691.515625 Penalty: 3309.955811
	Iteration 3Q: 3 clusters Score -82691.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -82727.148438 Penalty: 3309.955811
	Iteration 4Q: 3 clusters Score -82727.15 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -82775.179688 Penalty: 3309.955811
	Iteration 5Q: 3 clusters Score -82775.18 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -82821.617188 Penalty: 3309.955811
	Iteration 6Q: 3 clusters Score -82821.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -82853.273438 Penalty: 3309.955811
	Iteration 7Q: 3 clusters Score -82853.27 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -82875.835938 Penalty: 3309.955811
	Iteration 8Q: 3 clusters Score -82875.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -82890.796875 Penalty: 3309.955811
	Iteration 9Q: 3 clusters Score -82890.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -82902.625000 Penalty: 3309.955811
	Iteration 10Q: 3 clusters Score -82902.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -82915.031250 Penalty: 3309.955811
	Iteration 11Q: 3 clusters Score -82915.03 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -82939.265625 Penalty: 3309.955811
	Iteration 12Q: 3 clusters Score -82939.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -82948.867188 Penalty: 3309.955811
	Iteration 13Q: 3 clusters Score -82948.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -82957.890625 Penalty: 3309.955811
	Iteration 14Q: 3 clusters Score -82957.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -82972.773438 Penalty: 3309.955811
	Iteration 15Q: 3 clusters Score -82972.77 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -82984.414062 Penalty: 3309.955811
	Iteration 16Q: 3 clusters Score -82984.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -82994.875000 Penalty: 3309.955811
	Iteration 17Q: 3 clusters Score -82994.88 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -83003.140625 Penalty: 3309.955811
	Iteration 18Q: 3 clusters Score -83003.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -83012.492188 Penalty: 3309.955811
	Iteration 19Q: 3 clusters Score -83012.49 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -83022.867188 Penalty: 3309.955811
	Iteration 20F: 3 clusters Score -83022.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83025.820312 Penalty: 3309.955811
	Iteration 21Q: 3 clusters Score -83025.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83028.859375 Penalty: 3309.955811
	Iteration 22Q: 3 clusters Score -83028.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -83028.859375 Penalty: 3309.955811
	Iteration 23F: 3 clusters Score -83028.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Entering Unmasked Estep 
Score: -1254302.875000 Penalty: 2313.154053
	Iteration 0F: 2 clusters Score -1254303 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1245919.375000 Penalty: 4626.308105
	Iteration 0F: 3 clusters Score -1245919 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 5634 members 
Entering Unmasked Estep 
Score: -1248471.750000 Penalty: 4626.308105
	Iteration 1F: 3 clusters Score -1248472 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -1248863.750000 Penalty: 4626.308105
	Iteration 2F: 3 clusters Score -1248864 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1249189.625000 Penalty: 4626.308105
	Iteration 3F: 3 clusters Score -1249190 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1249476.250000 Penalty: 4626.308105
	Iteration 4Q: 3 clusters Score -1249476 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1249766.625000 Penalty: 4626.308105
	Iteration 5Q: 3 clusters Score -1249767 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6318 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1250051.000000 Penalty: 4626.308105
	Iteration 6Q: 3 clusters Score -1250051 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6576 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -1250333.500000 Penalty: 4626.308105
	Iteration 7Q: 3 clusters Score -1250334 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1250572.750000 Penalty: 4626.308105
	Iteration 8Q: 3 clusters Score -1250573 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1250805.875000 Penalty: 4626.308105
	Iteration 9Q: 3 clusters Score -1250806 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -1251052.625000 Penalty: 4626.308105
	Iteration 10Q: 3 clusters Score -1251053 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1251295.875000 Penalty: 4626.308105
	Iteration 11Q: 3 clusters Score -1251296 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -1251557.625000 Penalty: 4626.308105
	Iteration 12Q: 3 clusters Score -1251558 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1251799.375000 Penalty: 4626.308105
	Iteration 13Q: 3 clusters Score -1251799 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1252039.625000 Penalty: 4626.308105
	Iteration 14Q: 3 clusters Score -1252040 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1252235.875000 Penalty: 4626.308105
	Iteration 15Q: 3 clusters Score -1252236 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1252395.500000 Penalty: 4626.308105
	Iteration 16Q: 3 clusters Score -1252396 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1252485.375000 Penalty: 4626.308105
	Iteration 17Q: 3 clusters Score -1252485 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1252536.000000 Penalty: 4626.308105
	Iteration 18Q: 3 clusters Score -1252536 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1252572.625000 Penalty: 4626.308105
	Iteration 19Q: 3 clusters Score -1252573 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1252600.750000 Penalty: 4626.308105
	Iteration 20F: 3 clusters Score -1252601 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1252613.125000 Penalty: 4626.308105
	Iteration 21Q: 3 clusters Score -1252613 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1252635.375000 Penalty: 4626.308105
	Iteration 22Q: 3 clusters Score -1252635 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1252652.000000 Penalty: 4626.308105
	Iteration 23Q: 3 clusters Score -1252652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1252671.125000 Penalty: 4626.308105
	Iteration 24Q: 3 clusters Score -1252671 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1252688.250000 Penalty: 4626.308105
	Iteration 25Q: 3 clusters Score -1252688 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -1252707.875000 Penalty: 4626.308105
	Iteration 26Q: 3 clusters Score -1252708 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1252729.375000 Penalty: 4626.308105
	Iteration 27Q: 3 clusters Score -1252729 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1252757.750000 Penalty: 4626.308105
	Iteration 28Q: 3 clusters Score -1252758 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1252785.000000 Penalty: 4626.308105
	Iteration 29Q: 3 clusters Score -1252785 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1252824.625000 Penalty: 4626.308105
	Iteration 30Q: 3 clusters Score -1252825 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1252852.625000 Penalty: 4626.308105
	Iteration 31Q: 3 clusters Score -1252853 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1252885.125000 Penalty: 4626.308105
	Iteration 32Q: 3 clusters Score -1252885 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1252908.000000 Penalty: 4626.308105
	Iteration 33Q: 3 clusters Score -1252908 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1252925.500000 Penalty: 4626.308105
	Iteration 34Q: 3 clusters Score -1252926 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -1252950.750000 Penalty: 4626.308105
	Iteration 35Q: 3 clusters Score -1252951 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1252971.750000 Penalty: 4626.308105
	Iteration 36Q: 3 clusters Score -1252972 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1252993.625000 Penalty: 4626.308105
	Iteration 37Q: 3 clusters Score -1252994 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10288 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1253009.875000 Penalty: 4626.308105
	Iteration 38Q: 3 clusters Score -1253010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1253025.625000 Penalty: 4626.308105
	Iteration 39Q: 3 clusters Score -1253026 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1253038.250000 Penalty: 4626.308105
	Iteration 40F: 3 clusters Score -1253038 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1253045.750000 Penalty: 4626.308105
	Iteration 41Q: 3 clusters Score -1253046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1253058.875000 Penalty: 4626.308105
	Iteration 42Q: 3 clusters Score -1253059 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1253065.000000 Penalty: 4626.308105
	Iteration 43Q: 3 clusters Score -1253065 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1253068.375000 Penalty: 4626.308105
	Iteration 44Q: 3 clusters Score -1253068 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1253073.500000 Penalty: 4626.308105
	Iteration 45Q: 3 clusters Score -1253074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -1253078.875000 Penalty: 4626.308105
	Iteration 46Q: 3 clusters Score -1253079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1253082.375000 Penalty: 4626.308105
	Iteration 47Q: 3 clusters Score -1253082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1253083.125000 Penalty: 4626.308105
	Iteration 48Q: 3 clusters Score -1253083 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10408 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1253082.500000 Penalty: 4626.308105
	Iteration 49Q: 3 clusters Score -1253082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1253087.500000 Penalty: 4626.308105
	Iteration 50Q: 3 clusters Score -1253088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10414 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1253087.875000 Penalty: 4626.308105
	Iteration 51Q: 3 clusters Score -1253088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10415 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1253090.000000 Penalty: 4626.308105
	Iteration 52Q: 3 clusters Score -1253090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1253090.750000 Penalty: 4626.308105
	Iteration 53Q: 3 clusters Score -1253091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1253091.625000 Penalty: 4626.308105
	Iteration 54Q: 3 clusters Score -1253092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1253091.750000 Penalty: 4626.308105
	Iteration 55Q: 3 clusters Score -1253092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10421 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1253092.000000 Penalty: 4626.308105
	Iteration 56Q: 3 clusters Score -1253092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1253092.250000 Penalty: 4626.308105
	Iteration 57Q: 3 clusters Score -1253092 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1253092.250000 Penalty: 4626.308105
	Iteration 58F: 3 clusters Score -1253092 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (14004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14004 members 
Entering Unmasked Estep 
Score: -1683829.000000 Penalty: 2367.680420
	Iteration 0F: 2 clusters Score -1683829 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -1673654.750000 Penalty: 4735.360840
	Iteration 0F: 3 clusters Score -1673655 nChanged 6042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1676780.000000 Penalty: 4735.360840
	Iteration 1F: 3 clusters Score -1676780 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -1677114.750000 Penalty: 4735.360840
	Iteration 2F: 3 clusters Score -1677115 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1677368.500000 Penalty: 4735.360840
	Iteration 3Q: 3 clusters Score -1677368 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -1677572.250000 Penalty: 4735.360840
	Iteration 4Q: 3 clusters Score -1677572 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1677737.125000 Penalty: 4735.360840
	Iteration 5Q: 3 clusters Score -1677737 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1677892.500000 Penalty: 4735.360840
	Iteration 6Q: 3 clusters Score -1677892 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -1678062.375000 Penalty: 4735.360840
	Iteration 7Q: 3 clusters Score -1678062 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -1678262.500000 Penalty: 4735.360840
	Iteration 8Q: 3 clusters Score -1678262 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -1678493.875000 Penalty: 4735.360840
	Iteration 9Q: 3 clusters Score -1678494 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -1678804.375000 Penalty: 4735.360840
	Iteration 10Q: 3 clusters Score -1678804 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -1679167.625000 Penalty: 4735.360840
	Iteration 11Q: 3 clusters Score -1679168 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1679584.500000 Penalty: 4735.360840
	Iteration 12Q: 3 clusters Score -1679584 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1679983.500000 Penalty: 4735.360840
	Iteration 13Q: 3 clusters Score -1679984 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1680324.625000 Penalty: 4735.360840
	Iteration 14Q: 3 clusters Score -1680325 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1680550.875000 Penalty: 4735.360840
	Iteration 15Q: 3 clusters Score -1680551 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9288 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1680700.750000 Penalty: 4735.360840
	Iteration 16Q: 3 clusters Score -1680701 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1680809.875000 Penalty: 4735.360840
	Iteration 17Q: 3 clusters Score -1680810 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1680909.125000 Penalty: 4735.360840
	Iteration 18Q: 3 clusters Score -1680909 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1680968.375000 Penalty: 4735.360840
	Iteration 19Q: 3 clusters Score -1680968 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1681029.875000 Penalty: 4735.360840
	Iteration 20F: 3 clusters Score -1681030 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1681075.500000 Penalty: 4735.360840
	Iteration 21Q: 3 clusters Score -1681076 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10119 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1681108.625000 Penalty: 4735.360840
	Iteration 22Q: 3 clusters Score -1681109 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -1681130.750000 Penalty: 4735.360840
	Iteration 23Q: 3 clusters Score -1681131 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1681149.500000 Penalty: 4735.360840
	Iteration 24Q: 3 clusters Score -1681150 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1681162.750000 Penalty: 4735.360840
	Iteration 25Q: 3 clusters Score -1681163 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1681176.875000 Penalty: 4735.360840
	Iteration 26Q: 3 clusters Score -1681177 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -1681187.250000 Penalty: 4735.360840
	Iteration 27Q: 3 clusters Score -1681187 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1681195.000000 Penalty: 4735.360840
	Iteration 28Q: 3 clusters Score -1681195 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -1681212.750000 Penalty: 4735.360840
	Iteration 29Q: 3 clusters Score -1681213 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1681219.375000 Penalty: 4735.360840
	Iteration 30Q: 3 clusters Score -1681219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1681236.125000 Penalty: 4735.360840
	Iteration 31Q: 3 clusters Score -1681236 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1681249.500000 Penalty: 4735.360840
	Iteration 32Q: 3 clusters Score -1681250 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1681262.000000 Penalty: 4735.360840
	Iteration 33Q: 3 clusters Score -1681262 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -1681272.000000 Penalty: 4735.360840
	Iteration 34Q: 3 clusters Score -1681272 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1681282.750000 Penalty: 4735.360840
	Iteration 35Q: 3 clusters Score -1681283 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -1681292.375000 Penalty: 4735.360840
	Iteration 36Q: 3 clusters Score -1681292 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1681314.500000 Penalty: 4735.360840
	Iteration 37Q: 3 clusters Score -1681314 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -1681327.625000 Penalty: 4735.360840
	Iteration 38Q: 3 clusters Score -1681328 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11017 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -1681335.625000 Penalty: 4735.360840
	Iteration 39Q: 3 clusters Score -1681336 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -1681348.125000 Penalty: 4735.360840
	Iteration 40F: 3 clusters Score -1681348 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -1681351.500000 Penalty: 4735.360840
	Iteration 41Q: 3 clusters Score -1681352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11103 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1681351.250000 Penalty: 4735.360840
	Iteration 42Q: 3 clusters Score -1681351 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1681357.250000 Penalty: 4735.360840
	Iteration 43Q: 3 clusters Score -1681357 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -1681364.375000 Penalty: 4735.360840
	Iteration 44Q: 3 clusters Score -1681364 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -1681370.125000 Penalty: 4735.360840
	Iteration 45Q: 3 clusters Score -1681370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -1681372.875000 Penalty: 4735.360840
	Iteration 46Q: 3 clusters Score -1681373 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -1681381.125000 Penalty: 4735.360840
	Iteration 47Q: 3 clusters Score -1681381 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1681387.000000 Penalty: 4735.360840
	Iteration 48Q: 3 clusters Score -1681387 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -1681390.750000 Penalty: 4735.360840
	Iteration 49Q: 3 clusters Score -1681391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1681391.250000 Penalty: 4735.360840
	Iteration 50Q: 3 clusters Score -1681391 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -1681399.000000 Penalty: 4735.360840
	Iteration 51Q: 3 clusters Score -1681399 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1681403.875000 Penalty: 4735.360840
	Iteration 52Q: 3 clusters Score -1681404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -1681414.375000 Penalty: 4735.360840
	Iteration 53Q: 3 clusters Score -1681414 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -1681413.375000 Penalty: 4735.360840
	Iteration 54Q: 3 clusters Score -1681413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -1681416.000000 Penalty: 4735.360840
	Iteration 55Q: 3 clusters Score -1681416 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1681416.500000 Penalty: 4735.360840
	Iteration 56Q: 3 clusters Score -1681416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11428 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1681423.750000 Penalty: 4735.360840
	Iteration 57Q: 3 clusters Score -1681424 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1681429.375000 Penalty: 4735.360840
	Iteration 58Q: 3 clusters Score -1681429 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1681438.875000 Penalty: 4735.360840
	Iteration 59Q: 3 clusters Score -1681439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1681443.250000 Penalty: 4735.360840
	Iteration 60F: 3 clusters Score -1681443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1681439.750000 Penalty: 4735.360840
	Iteration 61Q: 3 clusters Score -1681440 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1681444.750000 Penalty: 4735.360840
	Iteration 62Q: 3 clusters Score -1681445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1681445.625000 Penalty: 4735.360840
	Iteration 63Q: 3 clusters Score -1681446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1681449.750000 Penalty: 4735.360840
	Iteration 64Q: 3 clusters Score -1681450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11550 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -1681452.250000 Penalty: 4735.360840
	Iteration 65Q: 3 clusters Score -1681452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1681454.750000 Penalty: 4735.360840
	Iteration 66Q: 3 clusters Score -1681455 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11570 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -1681457.875000 Penalty: 4735.360840
	Iteration 67Q: 3 clusters Score -1681458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11582 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1681459.875000 Penalty: 4735.360840
	Iteration 68Q: 3 clusters Score -1681460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -1681464.000000 Penalty: 4735.360840
	Iteration 69Q: 3 clusters Score -1681464 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -1681463.000000 Penalty: 4735.360840
	Iteration 70Q: 3 clusters Score -1681463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -1681467.875000 Penalty: 4735.360840
	Iteration 71Q: 3 clusters Score -1681468 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1681472.000000 Penalty: 4735.360840
	Iteration 72Q: 3 clusters Score -1681472 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -1681477.375000 Penalty: 4735.360840
	Iteration 73Q: 3 clusters Score -1681477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11680 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1681478.375000 Penalty: 4735.360840
	Iteration 74Q: 3 clusters Score -1681478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11697 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1681485.125000 Penalty: 4735.360840
	Iteration 75Q: 3 clusters Score -1681485 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -1681483.625000 Penalty: 4735.360840
	Iteration 76Q: 3 clusters Score -1681484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1681487.375000 Penalty: 4735.360840
	Iteration 77Q: 3 clusters Score -1681487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -1681487.000000 Penalty: 4735.360840
	Iteration 78Q: 3 clusters Score -1681487 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1681495.000000 Penalty: 4735.360840
	Iteration 79Q: 3 clusters Score -1681495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1681494.875000 Penalty: 4735.360840
	Iteration 80F: 3 clusters Score -1681495 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1681499.625000 Penalty: 4735.360840
	Iteration 81Q: 3 clusters Score -1681500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11768 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -1681499.375000 Penalty: 4735.360840
	Iteration 82Q: 3 clusters Score -1681499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1681502.750000 Penalty: 4735.360840
	Iteration 83Q: 3 clusters Score -1681503 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1681499.625000 Penalty: 4735.360840
	Iteration 84Q: 3 clusters Score -1681500 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1681503.750000 Penalty: 4735.360840
	Iteration 85Q: 3 clusters Score -1681504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1681503.750000 Penalty: 4735.360840
	Iteration 86F: 3 clusters Score -1681504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -47042.390625 Penalty: 1530.581665
	Iteration 0F: 2 clusters Score -47042.39 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 249 members 
Entering Unmasked Estep 
Score: -45573.246094 Penalty: 3061.163330
	Iteration 0F: 3 clusters Score -45573.25 nChanged 77
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: -45776.156250 Penalty: 3061.163330
	Iteration 1F: 3 clusters Score -45776.16 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45893.937500 Penalty: 3061.163330
	Iteration 2F: 3 clusters Score -45893.94 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -45922.375000 Penalty: 3061.163330
	Iteration 3Q: 3 clusters Score -45922.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -45948.308594 Penalty: 3061.163330
	Iteration 4Q: 3 clusters Score -45948.31 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -45966.878906 Penalty: 3061.163330
	Iteration 5Q: 3 clusters Score -45966.88 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -45988.355469 Penalty: 3061.163330
	Iteration 6Q: 3 clusters Score -45988.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -46005.472656 Penalty: 3061.163330
	Iteration 7Q: 3 clusters Score -46005.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -46020.347656 Penalty: 3061.163330
	Iteration 8Q: 3 clusters Score -46020.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46043.226562 Penalty: 3061.163330
	Iteration 9Q: 3 clusters Score -46043.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46057.429688 Penalty: 3061.163330
	Iteration 10Q: 3 clusters Score -46057.43 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -46061.597656 Penalty: 3061.163330
	Iteration 11Q: 3 clusters Score -46061.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46063.359375 Penalty: 3061.163330
	Iteration 12Q: 3 clusters Score -46063.36 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -46063.359375 Penalty: 3061.163330
	Iteration 13F: 3 clusters Score -46063.36 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (310484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310484 members 
Entering Unmasked Estep 
Score: -36600276.000000 Penalty: 3136.180176
	Iteration 0F: 2 clusters Score -3.660028e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155171 members 
Mstep: Class 2 contains 155313 members 
Entering Unmasked Estep 
Score: -36407628.000000 Penalty: 6272.360352
	Iteration 0F: 3 clusters Score -3.640763e+07 nChanged 150905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155760 members 
Mstep: Class 2 contains 154724 members 
Entering Unmasked Estep 
Score: -36497000.000000 Penalty: 6272.360352
	Iteration 1F: 3 clusters Score -3.6497e+07 nChanged 8925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155729 members 
Mstep: Class 2 contains 154755 members 
Entering Unmasked Estep 
Score: -36498928.000000 Penalty: 6272.360352
	Iteration 2Q: 3 clusters Score -3.649893e+07 nChanged 9590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155861 members 
Mstep: Class 2 contains 154623 members 
Entering Unmasked Estep 
Score: -36501532.000000 Penalty: 6272.360352
	Iteration 3Q: 3 clusters Score -3.650153e+07 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155985 members 
Mstep: Class 2 contains 154499 members 
Entering Unmasked Estep 
Score: -36504540.000000 Penalty: 6272.360352
	Iteration 4Q: 3 clusters Score -3.650454e+07 nChanged 12332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156083 members 
Mstep: Class 2 contains 154401 members 
Entering Unmasked Estep 
Score: -36508984.000000 Penalty: 6272.360352
	Iteration 5Q: 3 clusters Score -3.650898e+07 nChanged 14343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156352 members 
Mstep: Class 2 contains 154132 members 
Entering Unmasked Estep 
Score: -36516064.000000 Penalty: 6272.360352
	Iteration 6Q: 3 clusters Score -3.651606e+07 nChanged 17227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157029 members 
Mstep: Class 2 contains 153455 members 
Entering Unmasked Estep 
Score: -36527072.000000 Penalty: 6272.360352
	Iteration 7F: 3 clusters Score -3.652707e+07 nChanged 19765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158346 members 
Mstep: Class 2 contains 152138 members 
Entering Unmasked Estep 
Score: -36542076.000000 Penalty: 6272.360352
	Iteration 8F: 3 clusters Score -3.654208e+07 nChanged 20427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160117 members 
Mstep: Class 2 contains 150367 members 
Entering Unmasked Estep 
Score: -36557020.000000 Penalty: 6272.360352
	Iteration 9F: 3 clusters Score -3.655702e+07 nChanged 16937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161716 members 
Mstep: Class 2 contains 148768 members 
Entering Unmasked Estep 
Score: -36566472.000000 Penalty: 6272.360352
	Iteration 10F: 3 clusters Score -3.656647e+07 nChanged 11279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162783 members 
Mstep: Class 2 contains 147701 members 
Entering Unmasked Estep 
Score: -36571432.000000 Penalty: 6272.360352
	Iteration 11Q: 3 clusters Score -3.657143e+07 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163666 members 
Mstep: Class 2 contains 146818 members 
Entering Unmasked Estep 
Score: -36575968.000000 Penalty: 6272.360352
	Iteration 12Q: 3 clusters Score -3.657597e+07 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164310 members 
Mstep: Class 2 contains 146174 members 
Entering Unmasked Estep 
Score: -36580800.000000 Penalty: 6272.360352
	Iteration 13Q: 3 clusters Score -3.65808e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164619 members 
Mstep: Class 2 contains 145865 members 
Entering Unmasked Estep 
Score: -36586124.000000 Penalty: 6272.360352
	Iteration 14Q: 3 clusters Score -3.658612e+07 nChanged 8333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164492 members 
Mstep: Class 2 contains 145992 members 
Entering Unmasked Estep 
Score: -36591232.000000 Penalty: 6272.360352
	Iteration 15Q: 3 clusters Score -3.659123e+07 nChanged 7677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164083 members 
Mstep: Class 2 contains 146401 members 
Entering Unmasked Estep 
Score: -36595488.000000 Penalty: 6272.360352
	Iteration 16Q: 3 clusters Score -3.659549e+07 nChanged 6786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163491 members 
Mstep: Class 2 contains 146993 members 
Entering Unmasked Estep 
Score: -36598504.000000 Penalty: 6272.360352
	Iteration 17Q: 3 clusters Score -3.65985e+07 nChanged 5640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163117 members 
Mstep: Class 2 contains 147367 members 
Entering Unmasked Estep 
Score: -36600564.000000 Penalty: 6272.360352
	Iteration 18Q: 3 clusters Score -3.660056e+07 nChanged 4431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162952 members 
Mstep: Class 2 contains 147532 members 
Entering Unmasked Estep 
Score: -36601800.000000 Penalty: 6272.360352
	Iteration 19Q: 3 clusters Score -3.66018e+07 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162927 members 
Mstep: Class 2 contains 147557 members 
Entering Unmasked Estep 
Score: -36602444.000000 Penalty: 6272.360352
	Iteration 20F: 3 clusters Score -3.660244e+07 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163069 members 
Mstep: Class 2 contains 147415 members 
Entering Unmasked Estep 
Score: -36602952.000000 Penalty: 6272.360352
	Iteration 21Q: 3 clusters Score -3.660295e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163300 members 
Mstep: Class 2 contains 147184 members 
Entering Unmasked Estep 
Score: -36603292.000000 Penalty: 6272.360352
	Iteration 22Q: 3 clusters Score -3.660329e+07 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163599 members 
Mstep: Class 2 contains 146885 members 
Entering Unmasked Estep 
Score: -36603336.000000 Penalty: 6272.360352
	Iteration 23Q: 3 clusters Score -3.660334e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163900 members 
Mstep: Class 2 contains 146584 members 
Entering Unmasked Estep 
Score: -36603412.000000 Penalty: 6272.360352
	Iteration 24Q: 3 clusters Score -3.660341e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164242 members 
Mstep: Class 2 contains 146242 members 
Entering Unmasked Estep 
Score: -36603484.000000 Penalty: 6272.360352
	Iteration 25Q: 3 clusters Score -3.660348e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164627 members 
Mstep: Class 2 contains 145857 members 
Entering Unmasked Estep 
Score: -36603488.000000 Penalty: 6272.360352
	Iteration 26Q: 3 clusters Score -3.660349e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165003 members 
Mstep: Class 2 contains 145481 members 
Entering Unmasked Estep 
Score: -36603556.000000 Penalty: 6272.360352
	Iteration 27Q: 3 clusters Score -3.660356e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165364 members 
Mstep: Class 2 contains 145120 members 
Entering Unmasked Estep 
Score: -36603556.000000 Penalty: 6272.360352
	Iteration 28Q: 3 clusters Score -3.660356e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 144788 members 
Entering Unmasked Estep 
Score: -36603564.000000 Penalty: 6272.360352
	Iteration 29Q: 3 clusters Score -3.660356e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166012 members 
Mstep: Class 2 contains 144472 members 
Entering Unmasked Estep 
Score: -36603528.000000 Penalty: 6272.360352
	Iteration 30Q: 3 clusters Score -3.660353e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166288 members 
Mstep: Class 2 contains 144196 members 
Entering Unmasked Estep 
Score: -36603500.000000 Penalty: 6272.360352
	Iteration 31Q: 3 clusters Score -3.66035e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166542 members 
Mstep: Class 2 contains 143942 members 
Entering Unmasked Estep 
Score: -36603460.000000 Penalty: 6272.360352
	Iteration 32Q: 3 clusters Score -3.660346e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166806 members 
Mstep: Class 2 contains 143678 members 
Entering Unmasked Estep 
Score: -36603448.000000 Penalty: 6272.360352
	Iteration 33Q: 3 clusters Score -3.660345e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167041 members 
Mstep: Class 2 contains 143443 members 
Entering Unmasked Estep 
Score: -36603436.000000 Penalty: 6272.360352
	Iteration 34Q: 3 clusters Score -3.660344e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167258 members 
Mstep: Class 2 contains 143226 members 
Entering Unmasked Estep 
Score: -36603432.000000 Penalty: 6272.360352
	Iteration 35Q: 3 clusters Score -3.660343e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167447 members 
Mstep: Class 2 contains 143037 members 
Entering Unmasked Estep 
Score: -36603440.000000 Penalty: 6272.360352
	Iteration 36Q: 3 clusters Score -3.660344e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167655 members 
Mstep: Class 2 contains 142829 members 
Entering Unmasked Estep 
Score: -36603468.000000 Penalty: 6272.360352
	Iteration 37Q: 3 clusters Score -3.660347e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167845 members 
Mstep: Class 2 contains 142639 members 
Entering Unmasked Estep 
Score: -36603480.000000 Penalty: 6272.360352
	Iteration 38Q: 3 clusters Score -3.660348e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168061 members 
Mstep: Class 2 contains 142423 members 
Entering Unmasked Estep 
Score: -36603396.000000 Penalty: 6272.360352
	Iteration 39Q: 3 clusters Score -3.66034e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168286 members 
Mstep: Class 2 contains 142198 members 
Entering Unmasked Estep 
Score: -36603492.000000 Penalty: 6272.360352
	Iteration 40F: 3 clusters Score -3.660349e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168509 members 
Mstep: Class 2 contains 141975 members 
Entering Unmasked Estep 
Score: -36603420.000000 Penalty: 6272.360352
	Iteration 41Q: 3 clusters Score -3.660342e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168750 members 
Mstep: Class 2 contains 141734 members 
Entering Unmasked Estep 
Score: -36603428.000000 Penalty: 6272.360352
	Iteration 42Q: 3 clusters Score -3.660343e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168980 members 
Mstep: Class 2 contains 141504 members 
Entering Unmasked Estep 
Score: -36603404.000000 Penalty: 6272.360352
	Iteration 43Q: 3 clusters Score -3.66034e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169185 members 
Mstep: Class 2 contains 141299 members 
Entering Unmasked Estep 
Score: -36603460.000000 Penalty: 6272.360352
	Iteration 44Q: 3 clusters Score -3.660346e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169351 members 
Mstep: Class 2 contains 141133 members 
Entering Unmasked Estep 
Score: -36603480.000000 Penalty: 6272.360352
	Iteration 45Q: 3 clusters Score -3.660348e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169486 members 
Mstep: Class 2 contains 140998 members 
Entering Unmasked Estep 
Score: -36603444.000000 Penalty: 6272.360352
	Iteration 46Q: 3 clusters Score -3.660344e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169632 members 
Mstep: Class 2 contains 140852 members 
Entering Unmasked Estep 
Score: -36603436.000000 Penalty: 6272.360352
	Iteration 47Q: 3 clusters Score -3.660344e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169775 members 
Mstep: Class 2 contains 140709 members 
Entering Unmasked Estep 
Score: -36603452.000000 Penalty: 6272.360352
	Iteration 48Q: 3 clusters Score -3.660345e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169930 members 
Mstep: Class 2 contains 140554 members 
Entering Unmasked Estep 
Score: -36603412.000000 Penalty: 6272.360352
	Iteration 49Q: 3 clusters Score -3.660341e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170084 members 
Mstep: Class 2 contains 140400 members 
Entering Unmasked Estep 
Score: -36603432.000000 Penalty: 6272.360352
	Iteration 50Q: 3 clusters Score -3.660343e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170224 members 
Mstep: Class 2 contains 140260 members 
Entering Unmasked Estep 
Score: -36603404.000000 Penalty: 6272.360352
	Iteration 51Q: 3 clusters Score -3.66034e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170382 members 
Mstep: Class 2 contains 140102 members 
Entering Unmasked Estep 
Score: -36603448.000000 Penalty: 6272.360352
	Iteration 52Q: 3 clusters Score -3.660345e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170551 members 
Mstep: Class 2 contains 139933 members 
Entering Unmasked Estep 
Score: -36603448.000000 Penalty: 6272.360352
	Iteration 53Q: 3 clusters Score -3.660345e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170713 members 
Mstep: Class 2 contains 139771 members 
Entering Unmasked Estep 
Score: -36603424.000000 Penalty: 6272.360352
	Iteration 54Q: 3 clusters Score -3.660342e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170859 members 
Mstep: Class 2 contains 139625 members 
Entering Unmasked Estep 
Score: -36603424.000000 Penalty: 6272.360352
	Iteration 55Q: 3 clusters Score -3.660342e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171011 members 
Mstep: Class 2 contains 139473 members 
Entering Unmasked Estep 
Score: -36603484.000000 Penalty: 6272.360352
	Iteration 56Q: 3 clusters Score -3.660348e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171151 members 
Mstep: Class 2 contains 139333 members 
Entering Unmasked Estep 
Score: -36603472.000000 Penalty: 6272.360352
	Iteration 57Q: 3 clusters Score -3.660347e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171278 members 
Mstep: Class 2 contains 139206 members 
Entering Unmasked Estep 
Score: -36603436.000000 Penalty: 6272.360352
	Iteration 58Q: 3 clusters Score -3.660344e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171403 members 
Mstep: Class 2 contains 139081 members 
Entering Unmasked Estep 
Score: -36603512.000000 Penalty: 6272.360352
	Iteration 59Q: 3 clusters Score -3.660351e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171529 members 
Mstep: Class 2 contains 138955 members 
Entering Unmasked Estep 
Score: -36603524.000000 Penalty: 6272.360352
	Iteration 60F: 3 clusters Score -3.660352e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171640 members 
Mstep: Class 2 contains 138844 members 
Entering Unmasked Estep 
Score: -36603568.000000 Penalty: 6272.360352
	Iteration 61Q: 3 clusters Score -3.660357e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171745 members 
Mstep: Class 2 contains 138739 members 
Entering Unmasked Estep 
Score: -36603568.000000 Penalty: 6272.360352
	Iteration 62Q: 3 clusters Score -3.660357e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171848 members 
Mstep: Class 2 contains 138636 members 
Entering Unmasked Estep 
Score: -36603584.000000 Penalty: 6272.360352
	Iteration 63Q: 3 clusters Score -3.660358e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171951 members 
Mstep: Class 2 contains 138533 members 
Entering Unmasked Estep 
Score: -36603588.000000 Penalty: 6272.360352
	Iteration 64Q: 3 clusters Score -3.660359e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172077 members 
Mstep: Class 2 contains 138407 members 
Entering Unmasked Estep 
Score: -36603608.000000 Penalty: 6272.360352
	Iteration 65Q: 3 clusters Score -3.660361e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172209 members 
Mstep: Class 2 contains 138275 members 
Entering Unmasked Estep 
Score: -36603628.000000 Penalty: 6272.360352
	Iteration 66Q: 3 clusters Score -3.660363e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172323 members 
Mstep: Class 2 contains 138161 members 
Entering Unmasked Estep 
Score: -36603608.000000 Penalty: 6272.360352
	Iteration 67Q: 3 clusters Score -3.660361e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172416 members 
Mstep: Class 2 contains 138068 members 
Entering Unmasked Estep 
Score: -36603576.000000 Penalty: 6272.360352
	Iteration 68Q: 3 clusters Score -3.660358e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172497 members 
Mstep: Class 2 contains 137987 members 
Entering Unmasked Estep 
Score: -36603560.000000 Penalty: 6272.360352
	Iteration 69Q: 3 clusters Score -3.660356e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172577 members 
Mstep: Class 2 contains 137907 members 
Entering Unmasked Estep 
Score: -36603560.000000 Penalty: 6272.360352
	Iteration 70Q: 3 clusters Score -3.660356e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172661 members 
Mstep: Class 2 contains 137823 members 
Entering Unmasked Estep 
Score: -36603492.000000 Penalty: 6272.360352
	Iteration 71Q: 3 clusters Score -3.660349e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172751 members 
Mstep: Class 2 contains 137733 members 
Entering Unmasked Estep 
Score: -36603500.000000 Penalty: 6272.360352
	Iteration 72Q: 3 clusters Score -3.66035e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172829 members 
Mstep: Class 2 contains 137655 members 
Entering Unmasked Estep 
Score: -36603524.000000 Penalty: 6272.360352
	Iteration 73Q: 3 clusters Score -3.660352e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172918 members 
Mstep: Class 2 contains 137566 members 
Entering Unmasked Estep 
Score: -36603552.000000 Penalty: 6272.360352
	Iteration 74Q: 3 clusters Score -3.660355e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173002 members 
Mstep: Class 2 contains 137482 members 
Entering Unmasked Estep 
Score: -36603568.000000 Penalty: 6272.360352
	Iteration 75Q: 3 clusters Score -3.660357e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173083 members 
Mstep: Class 2 contains 137401 members 
Entering Unmasked Estep 
Score: -36603564.000000 Penalty: 6272.360352
	Iteration 76Q: 3 clusters Score -3.660356e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173148 members 
Mstep: Class 2 contains 137336 members 
Entering Unmasked Estep 
Score: -36603596.000000 Penalty: 6272.360352
	Iteration 77Q: 3 clusters Score -3.66036e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173203 members 
Mstep: Class 2 contains 137281 members 
Entering Unmasked Estep 
Score: -36603600.000000 Penalty: 6272.360352
	Iteration 78Q: 3 clusters Score -3.66036e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173264 members 
Mstep: Class 2 contains 137220 members 
Entering Unmasked Estep 
Score: -36603620.000000 Penalty: 6272.360352
	Iteration 79Q: 3 clusters Score -3.660362e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173312 members 
Mstep: Class 2 contains 137172 members 
Entering Unmasked Estep 
Score: -36603644.000000 Penalty: 6272.360352
	Iteration 80F: 3 clusters Score -3.660364e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173357 members 
Mstep: Class 2 contains 137127 members 
Entering Unmasked Estep 
Score: -36603612.000000 Penalty: 6272.360352
	Iteration 81Q: 3 clusters Score -3.660361e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173416 members 
Mstep: Class 2 contains 137068 members 
Entering Unmasked Estep 
Score: -36603596.000000 Penalty: 6272.360352
	Iteration 82Q: 3 clusters Score -3.66036e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173478 members 
Mstep: Class 2 contains 137006 members 
Entering Unmasked Estep 
Score: -36603600.000000 Penalty: 6272.360352
	Iteration 83Q: 3 clusters Score -3.66036e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173533 members 
Mstep: Class 2 contains 136951 members 
Entering Unmasked Estep 
Score: -36603604.000000 Penalty: 6272.360352
	Iteration 84Q: 3 clusters Score -3.66036e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173591 members 
Mstep: Class 2 contains 136893 members 
Entering Unmasked Estep 
Score: -36603600.000000 Penalty: 6272.360352
	Iteration 85Q: 3 clusters Score -3.66036e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173644 members 
Mstep: Class 2 contains 136840 members 
Entering Unmasked Estep 
Score: -36603604.000000 Penalty: 6272.360352
	Iteration 86Q: 3 clusters Score -3.66036e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173688 members 
Mstep: Class 2 contains 136796 members 
Entering Unmasked Estep 
Score: -36603620.000000 Penalty: 6272.360352
	Iteration 87Q: 3 clusters Score -3.660362e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173735 members 
Mstep: Class 2 contains 136749 members 
Entering Unmasked Estep 
Score: -36603608.000000 Penalty: 6272.360352
	Iteration 88Q: 3 clusters Score -3.660361e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173780 members 
Mstep: Class 2 contains 136704 members 
Entering Unmasked Estep 
Score: -36603612.000000 Penalty: 6272.360352
	Iteration 89Q: 3 clusters Score -3.660361e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173839 members 
Mstep: Class 2 contains 136645 members 
Entering Unmasked Estep 
Score: -36603588.000000 Penalty: 6272.360352
	Iteration 90Q: 3 clusters Score -3.660359e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173897 members 
Mstep: Class 2 contains 136587 members 
Entering Unmasked Estep 
Score: -36603616.000000 Penalty: 6272.360352
	Iteration 91Q: 3 clusters Score -3.660362e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173939 members 
Mstep: Class 2 contains 136545 members 
Entering Unmasked Estep 
Score: -36603600.000000 Penalty: 6272.360352
	Iteration 92Q: 3 clusters Score -3.66036e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173985 members 
Mstep: Class 2 contains 136499 members 
Entering Unmasked Estep 
Score: -36603596.000000 Penalty: 6272.360352
	Iteration 93Q: 3 clusters Score -3.66036e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174027 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -36603580.000000 Penalty: 6272.360352
	Iteration 94Q: 3 clusters Score -3.660358e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174073 members 
Mstep: Class 2 contains 136411 members 
Entering Unmasked Estep 
Score: -36603576.000000 Penalty: 6272.360352
	Iteration 95Q: 3 clusters Score -3.660358e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174117 members 
Mstep: Class 2 contains 136367 members 
Entering Unmasked Estep 
Score: -36603580.000000 Penalty: 6272.360352
	Iteration 96Q: 3 clusters Score -3.660358e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174163 members 
Mstep: Class 2 contains 136321 members 
Entering Unmasked Estep 
Score: -36603564.000000 Penalty: 6272.360352
	Iteration 97Q: 3 clusters Score -3.660356e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174207 members 
Mstep: Class 2 contains 136277 members 
Entering Unmasked Estep 
Score: -36603584.000000 Penalty: 6272.360352
	Iteration 98Q: 3 clusters Score -3.660358e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174246 members 
Mstep: Class 2 contains 136238 members 
Entering Unmasked Estep 
Score: -36603572.000000 Penalty: 6272.360352
	Iteration 99Q: 3 clusters Score -3.660357e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174281 members 
Mstep: Class 2 contains 136203 members 
Entering Unmasked Estep 
Score: -36603568.000000 Penalty: 6272.360352
	Iteration 100F: 3 clusters Score -3.660357e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174326 members 
Mstep: Class 2 contains 136158 members 
Entering Unmasked Estep 
Score: -36603568.000000 Penalty: 6272.360352
	Iteration 101Q: 3 clusters Score -3.660357e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174380 members 
Mstep: Class 2 contains 136104 members 
Entering Unmasked Estep 
Score: -36603600.000000 Penalty: 6272.360352
	Iteration 102Q: 3 clusters Score -3.66036e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174445 members 
Mstep: Class 2 contains 136039 members 
Entering Unmasked Estep 
Score: -36603540.000000 Penalty: 6272.360352
	Iteration 103Q: 3 clusters Score -3.660354e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174500 members 
Mstep: Class 2 contains 135984 members 
Entering Unmasked Estep 
Score: -36603556.000000 Penalty: 6272.360352
	Iteration 104Q: 3 clusters Score -3.660356e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174561 members 
Mstep: Class 2 contains 135923 members 
Entering Unmasked Estep 
Score: -36603560.000000 Penalty: 6272.360352
	Iteration 105Q: 3 clusters Score -3.660356e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174628 members 
Mstep: Class 2 contains 135856 members 
Entering Unmasked Estep 
Score: -36603540.000000 Penalty: 6272.360352
	Iteration 106Q: 3 clusters Score -3.660354e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174698 members 
Mstep: Class 2 contains 135786 members 
Entering Unmasked Estep 
Score: -36603572.000000 Penalty: 6272.360352
	Iteration 107Q: 3 clusters Score -3.660357e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174773 members 
Mstep: Class 2 contains 135711 members 
Entering Unmasked Estep 
Score: -36603532.000000 Penalty: 6272.360352
	Iteration 108Q: 3 clusters Score -3.660353e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174848 members 
Mstep: Class 2 contains 135636 members 
Entering Unmasked Estep 
Score: -36603524.000000 Penalty: 6272.360352
	Iteration 109Q: 3 clusters Score -3.660352e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174939 members 
Mstep: Class 2 contains 135545 members 
Entering Unmasked Estep 
Score: -36603500.000000 Penalty: 6272.360352
	Iteration 110Q: 3 clusters Score -3.66035e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175023 members 
Mstep: Class 2 contains 135461 members 
Entering Unmasked Estep 
Score: -36603476.000000 Penalty: 6272.360352
	Iteration 111Q: 3 clusters Score -3.660348e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175115 members 
Mstep: Class 2 contains 135369 members 
Entering Unmasked Estep 
Score: -36603512.000000 Penalty: 6272.360352
	Iteration 112Q: 3 clusters Score -3.660351e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175203 members 
Mstep: Class 2 contains 135281 members 
Entering Unmasked Estep 
Score: -36603520.000000 Penalty: 6272.360352
	Iteration 113Q: 3 clusters Score -3.660352e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175288 members 
Mstep: Class 2 contains 135196 members 
Entering Unmasked Estep 
Score: -36603504.000000 Penalty: 6272.360352
	Iteration 114Q: 3 clusters Score -3.66035e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175359 members 
Mstep: Class 2 contains 135125 members 
Entering Unmasked Estep 
Score: -36603488.000000 Penalty: 6272.360352
	Iteration 115Q: 3 clusters Score -3.660349e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175417 members 
Mstep: Class 2 contains 135067 members 
Entering Unmasked Estep 
Score: -36603484.000000 Penalty: 6272.360352
	Iteration 116Q: 3 clusters Score -3.660348e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175481 members 
Mstep: Class 2 contains 135003 members 
Entering Unmasked Estep 
Score: -36603508.000000 Penalty: 6272.360352
	Iteration 117Q: 3 clusters Score -3.660351e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175538 members 
Mstep: Class 2 contains 134946 members 
Entering Unmasked Estep 
Score: -36603528.000000 Penalty: 6272.360352
	Iteration 118Q: 3 clusters Score -3.660353e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175584 members 
Mstep: Class 2 contains 134900 members 
Entering Unmasked Estep 
Score: -36603472.000000 Penalty: 6272.360352
	Iteration 119Q: 3 clusters Score -3.660347e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175628 members 
Mstep: Class 2 contains 134856 members 
Entering Unmasked Estep 
Score: -36603476.000000 Penalty: 6272.360352
	Iteration 120F: 3 clusters Score -3.660348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175674 members 
Mstep: Class 2 contains 134810 members 
Entering Unmasked Estep 
Score: -36603492.000000 Penalty: 6272.360352
	Iteration 121Q: 3 clusters Score -3.660349e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175710 members 
Mstep: Class 2 contains 134774 members 
Entering Unmasked Estep 
Score: -36603504.000000 Penalty: 6272.360352
	Iteration 122Q: 3 clusters Score -3.66035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175751 members 
Mstep: Class 2 contains 134733 members 
Entering Unmasked Estep 
Score: -36603528.000000 Penalty: 6272.360352
	Iteration 123Q: 3 clusters Score -3.660353e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175792 members 
Mstep: Class 2 contains 134692 members 
Entering Unmasked Estep 
Score: -36603536.000000 Penalty: 6272.360352
	Iteration 124Q: 3 clusters Score -3.660354e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175830 members 
Mstep: Class 2 contains 134654 members 
Entering Unmasked Estep 
Score: -36603536.000000 Penalty: 6272.360352
	Iteration 125Q: 3 clusters Score -3.660354e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175852 members 
Mstep: Class 2 contains 134632 members 
Entering Unmasked Estep 
Score: -36603528.000000 Penalty: 6272.360352
	Iteration 126Q: 3 clusters Score -3.660353e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175864 members 
Mstep: Class 2 contains 134620 members 
Entering Unmasked Estep 
Score: -36603516.000000 Penalty: 6272.360352
	Iteration 127Q: 3 clusters Score -3.660352e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175884 members 
Mstep: Class 2 contains 134600 members 
Entering Unmasked Estep 
Score: -36603512.000000 Penalty: 6272.360352
	Iteration 128Q: 3 clusters Score -3.660351e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175909 members 
Mstep: Class 2 contains 134575 members 
Entering Unmasked Estep 
Score: -36603548.000000 Penalty: 6272.360352
	Iteration 129Q: 3 clusters Score -3.660355e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175943 members 
Mstep: Class 2 contains 134541 members 
Entering Unmasked Estep 
Score: -36603488.000000 Penalty: 6272.360352
	Iteration 130Q: 3 clusters Score -3.660349e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175989 members 
Mstep: Class 2 contains 134495 members 
Entering Unmasked Estep 
Score: -36603484.000000 Penalty: 6272.360352
	Iteration 131Q: 3 clusters Score -3.660348e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176039 members 
Mstep: Class 2 contains 134445 members 
Entering Unmasked Estep 
Score: -36603496.000000 Penalty: 6272.360352
	Iteration 132Q: 3 clusters Score -3.66035e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176085 members 
Mstep: Class 2 contains 134399 members 
Entering Unmasked Estep 
Score: -36603480.000000 Penalty: 6272.360352
	Iteration 133Q: 3 clusters Score -3.660348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176131 members 
Mstep: Class 2 contains 134353 members 
Entering Unmasked Estep 
Score: -36603492.000000 Penalty: 6272.360352
	Iteration 134Q: 3 clusters Score -3.660349e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176186 members 
Mstep: Class 2 contains 134298 members 
Entering Unmasked Estep 
Score: -36603488.000000 Penalty: 6272.360352
	Iteration 135Q: 3 clusters Score -3.660349e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176229 members 
Mstep: Class 2 contains 134255 members 
Entering Unmasked Estep 
Score: -36603452.000000 Penalty: 6272.360352
	Iteration 136Q: 3 clusters Score -3.660345e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176281 members 
Mstep: Class 2 contains 134203 members 
Entering Unmasked Estep 
Score: -36603468.000000 Penalty: 6272.360352
	Iteration 137Q: 3 clusters Score -3.660347e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176329 members 
Mstep: Class 2 contains 134155 members 
Entering Unmasked Estep 
Score: -36603476.000000 Penalty: 6272.360352
	Iteration 138Q: 3 clusters Score -3.660348e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176375 members 
Mstep: Class 2 contains 134109 members 
Entering Unmasked Estep 
Score: -36603500.000000 Penalty: 6272.360352
	Iteration 139Q: 3 clusters Score -3.66035e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176416 members 
Mstep: Class 2 contains 134068 members 
Entering Unmasked Estep 
Score: -36603484.000000 Penalty: 6272.360352
	Iteration 140F: 3 clusters Score -3.660348e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176450 members 
Mstep: Class 2 contains 134034 members 
Entering Unmasked Estep 
Score: -36603468.000000 Penalty: 6272.360352
	Iteration 141Q: 3 clusters Score -3.660347e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176483 members 
Mstep: Class 2 contains 134001 members 
Entering Unmasked Estep 
Score: -36603480.000000 Penalty: 6272.360352
	Iteration 142Q: 3 clusters Score -3.660348e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176517 members 
Mstep: Class 2 contains 133967 members 
Entering Unmasked Estep 
Score: -36603464.000000 Penalty: 6272.360352
	Iteration 143Q: 3 clusters Score -3.660346e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176550 members 
Mstep: Class 2 contains 133934 members 
Entering Unmasked Estep 
Score: -36603448.000000 Penalty: 6272.360352
	Iteration 144Q: 3 clusters Score -3.660345e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176584 members 
Mstep: Class 2 contains 133900 members 
Entering Unmasked Estep 
Score: -36603432.000000 Penalty: 6272.360352
	Iteration 145Q: 3 clusters Score -3.660343e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176624 members 
Mstep: Class 2 contains 133860 members 
Entering Unmasked Estep 
Score: -36603424.000000 Penalty: 6272.360352
	Iteration 146Q: 3 clusters Score -3.660342e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176652 members 
Mstep: Class 2 contains 133832 members 
Entering Unmasked Estep 
Score: -36603452.000000 Penalty: 6272.360352
	Iteration 147Q: 3 clusters Score -3.660345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176676 members 
Mstep: Class 2 contains 133808 members 
Entering Unmasked Estep 
Score: -36603460.000000 Penalty: 6272.360352
	Iteration 148Q: 3 clusters Score -3.660346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176696 members 
Mstep: Class 2 contains 133788 members 
Entering Unmasked Estep 
Score: -36603448.000000 Penalty: 6272.360352
	Iteration 149Q: 3 clusters Score -3.660345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176715 members 
Mstep: Class 2 contains 133769 members 
Entering Unmasked Estep 
Score: -36603444.000000 Penalty: 6272.360352
	Iteration 150Q: 3 clusters Score -3.660344e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176734 members 
Mstep: Class 2 contains 133750 members 
Entering Unmasked Estep 
Score: -36603432.000000 Penalty: 6272.360352
	Iteration 151Q: 3 clusters Score -3.660343e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176753 members 
Mstep: Class 2 contains 133731 members 
Entering Unmasked Estep 
Score: -36603448.000000 Penalty: 6272.360352
	Iteration 152Q: 3 clusters Score -3.660345e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176766 members 
Mstep: Class 2 contains 133718 members 
Entering Unmasked Estep 
Score: -36603428.000000 Penalty: 6272.360352
	Iteration 153Q: 3 clusters Score -3.660343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176781 members 
Mstep: Class 2 contains 133703 members 
Entering Unmasked Estep 
Score: -36603432.000000 Penalty: 6272.360352
	Iteration 154Q: 3 clusters Score -3.660343e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176796 members 
Mstep: Class 2 contains 133688 members 
Entering Unmasked Estep 
Score: -36603416.000000 Penalty: 6272.360352
	Iteration 155Q: 3 clusters Score -3.660342e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176814 members 
Mstep: Class 2 contains 133670 members 
Entering Unmasked Estep 
Score: -36603408.000000 Penalty: 6272.360352
	Iteration 156Q: 3 clusters Score -3.660341e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176820 members 
Mstep: Class 2 contains 133664 members 
Entering Unmasked Estep 
Score: -36603428.000000 Penalty: 6272.360352
	Iteration 157Q: 3 clusters Score -3.660343e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176832 members 
Mstep: Class 2 contains 133652 members 
Entering Unmasked Estep 
Score: -36603436.000000 Penalty: 6272.360352
	Iteration 158Q: 3 clusters Score -3.660344e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176844 members 
Mstep: Class 2 contains 133640 members 
Entering Unmasked Estep 
Score: -36603468.000000 Penalty: 6272.360352
	Iteration 159Q: 3 clusters Score -3.660347e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176857 members 
Mstep: Class 2 contains 133627 members 
Entering Unmasked Estep 
Score: -36603456.000000 Penalty: 6272.360352
	Iteration 160F: 3 clusters Score -3.660346e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176868 members 
Mstep: Class 2 contains 133616 members 
Entering Unmasked Estep 
Score: -36603432.000000 Penalty: 6272.360352
	Iteration 161Q: 3 clusters Score -3.660343e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176876 members 
Mstep: Class 2 contains 133608 members 
Entering Unmasked Estep 
Score: -36603424.000000 Penalty: 6272.360352
	Iteration 162Q: 3 clusters Score -3.660342e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176882 members 
Mstep: Class 2 contains 133602 members 
Entering Unmasked Estep 
Score: -36603452.000000 Penalty: 6272.360352
	Iteration 163Q: 3 clusters Score -3.660345e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176890 members 
Mstep: Class 2 contains 133594 members 
Entering Unmasked Estep 
Score: -36603444.000000 Penalty: 6272.360352
	Iteration 164Q: 3 clusters Score -3.660344e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176895 members 
Mstep: Class 2 contains 133589 members 
Entering Unmasked Estep 
Score: -36603440.000000 Penalty: 6272.360352
	Iteration 165Q: 3 clusters Score -3.660344e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176897 members 
Mstep: Class 2 contains 133587 members 
Entering Unmasked Estep 
Score: -36603452.000000 Penalty: 6272.360352
	Iteration 166Q: 3 clusters Score -3.660345e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176900 members 
Mstep: Class 2 contains 133584 members 
Entering Unmasked Estep 
Score: -36603440.000000 Penalty: 6272.360352
	Iteration 167Q: 3 clusters Score -3.660344e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176904 members 
Mstep: Class 2 contains 133580 members 
Entering Unmasked Estep 
Score: -36603436.000000 Penalty: 6272.360352
	Iteration 168Q: 3 clusters Score -3.660344e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176910 members 
Mstep: Class 2 contains 133574 members 
Entering Unmasked Estep 
Score: -36603424.000000 Penalty: 6272.360352
	Iteration 169Q: 3 clusters Score -3.660342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176914 members 
Mstep: Class 2 contains 133570 members 
Entering Unmasked Estep 
Score: -36603416.000000 Penalty: 6272.360352
	Iteration 170Q: 3 clusters Score -3.660342e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176915 members 
Mstep: Class 2 contains 133569 members 
Entering Unmasked Estep 
Score: -36603420.000000 Penalty: 6272.360352
	Iteration 171Q: 3 clusters Score -3.660342e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176918 members 
Mstep: Class 2 contains 133566 members 
Entering Unmasked Estep 
Score: -36603412.000000 Penalty: 6272.360352
	Iteration 172Q: 3 clusters Score -3.660341e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176921 members 
Mstep: Class 2 contains 133563 members 
Entering Unmasked Estep 
Score: -36603416.000000 Penalty: 6272.360352
	Iteration 173Q: 3 clusters Score -3.660342e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176923 members 
Mstep: Class 2 contains 133561 members 
Entering Unmasked Estep 
Score: -36603420.000000 Penalty: 6272.360352
	Iteration 174Q: 3 clusters Score -3.660342e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176927 members 
Mstep: Class 2 contains 133557 members 
Entering Unmasked Estep 
Score: -36603412.000000 Penalty: 6272.360352
	Iteration 175Q: 3 clusters Score -3.660341e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176932 members 
Mstep: Class 2 contains 133552 members 
Entering Unmasked Estep 
Score: -36603412.000000 Penalty: 6272.360352
	Iteration 176Q: 3 clusters Score -3.660341e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176933 members 
Mstep: Class 2 contains 133551 members 
Entering Unmasked Estep 
Score: -36603424.000000 Penalty: 6272.360352
	Iteration 177Q: 3 clusters Score -3.660342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176933 members 
Mstep: Class 2 contains 133551 members 
Entering Unmasked Estep 
Score: -36603424.000000 Penalty: 6272.360352
	Iteration 178F: 3 clusters Score -3.660342e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 176933 members 
Mstep: Class 6 contains 20319 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 72918 members 
Mstep: Class 9 contains 8385 members 
Mstep: Class 10 contains 66550 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 37370 members 
Mstep: Class 13 contains 34584 members 
Mstep: Class 14 contains 26442 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 18 contains 35063 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19410 members 
Mstep: Class 21 contains 78916 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22953 members 
Mstep: Class 25 contains 270966 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16474 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301797 members 
Mstep: Class 32 contains 133551 members 
Entering Unmasked Estep 
Score: -161548992.000000 Penalty: 112415.234375
Splitting cluster 5 changes total score from -161545216.000000 to -161548992.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 6 (20319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20319 members 
Entering Unmasked Estep 
Score: -2231688.750000 Penalty: 2459.989258
	Iteration 0F: 2 clusters Score -2231689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 10211 members 
Entering Unmasked Estep 
Score: -2217399.500000 Penalty: 4919.978516
	Iteration 0F: 3 clusters Score -2217400 nChanged 8963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 10448 members 
Entering Unmasked Estep 
Score: -2222368.500000 Penalty: 4919.978516
	Iteration 1F: 3 clusters Score -2222368 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2222991.250000 Penalty: 4919.978516
	Iteration 2F: 3 clusters Score -2222991 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -2223584.000000 Penalty: 4919.978516
	Iteration 3F: 3 clusters Score -2223584 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -2224258.500000 Penalty: 4919.978516
	Iteration 4F: 3 clusters Score -2224258 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -2224900.500000 Penalty: 4919.978516
	Iteration 5F: 3 clusters Score -2224900 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8825 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -2225547.500000 Penalty: 4919.978516
	Iteration 6F: 3 clusters Score -2225548 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -2226194.250000 Penalty: 4919.978516
	Iteration 7F: 3 clusters Score -2226194 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 12324 members 
Entering Unmasked Estep 
Score: -2226892.000000 Penalty: 4919.978516
	Iteration 8F: 3 clusters Score -2226892 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 12839 members 
Entering Unmasked Estep 
Score: -2227589.750000 Penalty: 4919.978516
	Iteration 9Q: 3 clusters Score -2227590 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 13348 members 
Entering Unmasked Estep 
Score: -2228125.500000 Penalty: 4919.978516
	Iteration 10Q: 3 clusters Score -2228126 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -2228592.750000 Penalty: 4919.978516
	Iteration 11Q: 3 clusters Score -2228593 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -2228977.750000 Penalty: 4919.978516
	Iteration 12Q: 3 clusters Score -2228978 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2229272.000000 Penalty: 4919.978516
	Iteration 13Q: 3 clusters Score -2229272 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -2229479.000000 Penalty: 4919.978516
	Iteration 14Q: 3 clusters Score -2229479 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -2229632.250000 Penalty: 4919.978516
	Iteration 15Q: 3 clusters Score -2229632 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 15120 members 
Entering Unmasked Estep 
Score: -2229727.750000 Penalty: 4919.978516
	Iteration 16Q: 3 clusters Score -2229728 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 15250 members 
Entering Unmasked Estep 
Score: -2229792.500000 Penalty: 4919.978516
	Iteration 17Q: 3 clusters Score -2229792 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -2229837.500000 Penalty: 4919.978516
	Iteration 18Q: 3 clusters Score -2229838 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2229869.750000 Penalty: 4919.978516
	Iteration 19Q: 3 clusters Score -2229870 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -2229904.250000 Penalty: 4919.978516
	Iteration 20F: 3 clusters Score -2229904 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -2229917.750000 Penalty: 4919.978516
	Iteration 21Q: 3 clusters Score -2229918 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2229927.250000 Penalty: 4919.978516
	Iteration 22Q: 3 clusters Score -2229927 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2229944.500000 Penalty: 4919.978516
	Iteration 23Q: 3 clusters Score -2229944 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -2229944.500000 Penalty: 4919.978516
	Iteration 24Q: 3 clusters Score -2229944 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -2229953.000000 Penalty: 4919.978516
	Iteration 25Q: 3 clusters Score -2229953 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -2229962.500000 Penalty: 4919.978516
	Iteration 26Q: 3 clusters Score -2229962 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2229968.500000 Penalty: 4919.978516
	Iteration 27Q: 3 clusters Score -2229968 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2229973.250000 Penalty: 4919.978516
	Iteration 28Q: 3 clusters Score -2229973 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2229973.500000 Penalty: 4919.978516
	Iteration 29Q: 3 clusters Score -2229974 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2229979.250000 Penalty: 4919.978516
	Iteration 30Q: 3 clusters Score -2229979 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2229986.000000 Penalty: 4919.978516
	Iteration 31Q: 3 clusters Score -2229986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2229974.000000 Penalty: 4919.978516
	Iteration 32Q: 3 clusters Score -2229974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 15896 members 
Entering Unmasked Estep 
Score: -2229974.750000 Penalty: 4919.978516
	Iteration 33Q: 3 clusters Score -2229975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4409 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2229982.750000 Penalty: 4919.978516
	Iteration 34Q: 3 clusters Score -2229983 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 15925 members 
Entering Unmasked Estep 
Score: -2229984.250000 Penalty: 4919.978516
	Iteration 35Q: 3 clusters Score -2229984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2229982.500000 Penalty: 4919.978516
	Iteration 36Q: 3 clusters Score -2229982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 15944 members 
Entering Unmasked Estep 
Score: -2229986.250000 Penalty: 4919.978516
	Iteration 37Q: 3 clusters Score -2229986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -2229991.250000 Penalty: 4919.978516
	Iteration 38Q: 3 clusters Score -2229991 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -2229991.000000 Penalty: 4919.978516
	Iteration 39Q: 3 clusters Score -2229991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -2229988.000000 Penalty: 4919.978516
	Iteration 40F: 3 clusters Score -2229988 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2229990.250000 Penalty: 4919.978516
	Iteration 41Q: 3 clusters Score -2229990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -2229990.750000 Penalty: 4919.978516
	Iteration 42Q: 3 clusters Score -2229991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -2229992.750000 Penalty: 4919.978516
	Iteration 43Q: 3 clusters Score -2229993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2229990.250000 Penalty: 4919.978516
	Iteration 44Q: 3 clusters Score -2229990 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2229990.250000 Penalty: 4919.978516
	Iteration 45F: 3 clusters Score -2229990 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (7060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Entering Unmasked Estep 
Score: -786342.750000 Penalty: 2197.825684
	Iteration 0F: 2 clusters Score -786342.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -780520.562500 Penalty: 4395.651367
	Iteration 0F: 3 clusters Score -780520.6 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -782124.250000 Penalty: 4395.651367
	Iteration 1F: 3 clusters Score -782124.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -782668.062500 Penalty: 4395.651367
	Iteration 2F: 3 clusters Score -782668.1 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -783150.125000 Penalty: 4395.651367
	Iteration 3F: 3 clusters Score -783150.1 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -783615.750000 Penalty: 4395.651367
	Iteration 4F: 3 clusters Score -783615.8 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -784010.875000 Penalty: 4395.651367
	Iteration 5F: 3 clusters Score -784010.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -784298.000000 Penalty: 4395.651367
	Iteration 6F: 3 clusters Score -784298 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -784530.000000 Penalty: 4395.651367
	Iteration 7Q: 3 clusters Score -784530 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -784700.187500 Penalty: 4395.651367
	Iteration 8Q: 3 clusters Score -784700.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -784818.312500 Penalty: 4395.651367
	Iteration 9Q: 3 clusters Score -784818.3 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -784901.625000 Penalty: 4395.651367
	Iteration 10Q: 3 clusters Score -784901.6 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -784947.250000 Penalty: 4395.651367
	Iteration 11Q: 3 clusters Score -784947.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -784979.375000 Penalty: 4395.651367
	Iteration 12Q: 3 clusters Score -784979.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -784999.375000 Penalty: 4395.651367
	Iteration 13Q: 3 clusters Score -784999.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -785019.000000 Penalty: 4395.651367
	Iteration 14Q: 3 clusters Score -785019 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -785028.812500 Penalty: 4395.651367
	Iteration 15Q: 3 clusters Score -785028.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -785036.000000 Penalty: 4395.651367
	Iteration 16Q: 3 clusters Score -785036 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -785040.000000 Penalty: 4395.651367
	Iteration 17Q: 3 clusters Score -785040 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -785044.812500 Penalty: 4395.651367
	Iteration 18Q: 3 clusters Score -785044.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -785047.062500 Penalty: 4395.651367
	Iteration 19Q: 3 clusters Score -785047.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -785053.187500 Penalty: 4395.651367
	Iteration 20F: 3 clusters Score -785053.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5904 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -785058.937500 Penalty: 4395.651367
	Iteration 21Q: 3 clusters Score -785058.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -785061.687500 Penalty: 4395.651367
	Iteration 22Q: 3 clusters Score -785061.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -785066.875000 Penalty: 4395.651367
	Iteration 23Q: 3 clusters Score -785066.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -785071.375000 Penalty: 4395.651367
	Iteration 24Q: 3 clusters Score -785071.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -785071.812500 Penalty: 4395.651367
	Iteration 25Q: 3 clusters Score -785071.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -785072.125000 Penalty: 4395.651367
	Iteration 26Q: 3 clusters Score -785072.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -785071.875000 Penalty: 4395.651367
	Iteration 27Q: 3 clusters Score -785071.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -785071.875000 Penalty: 4395.651367
	Iteration 28F: 3 clusters Score -785071.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (72918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72918 members 
Entering Unmasked Estep 
Score: -8566836.000000 Penalty: 2776.878662
	Iteration 0F: 2 clusters Score -8566836 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -8518006.000000 Penalty: 5553.757324
	Iteration 0F: 3 clusters Score -8518006 nChanged 33964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 37143 members 
Entering Unmasked Estep 
Score: -8536856.000000 Penalty: 5553.757324
	Iteration 1F: 3 clusters Score -8536856 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35383 members 
Mstep: Class 2 contains 37535 members 
Entering Unmasked Estep 
Score: -8537391.000000 Penalty: 5553.757324
	Iteration 2Q: 3 clusters Score -8537391 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34827 members 
Mstep: Class 2 contains 38091 members 
Entering Unmasked Estep 
Score: -8537905.000000 Penalty: 5553.757324
	Iteration 3Q: 3 clusters Score -8537905 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34020 members 
Mstep: Class 2 contains 38898 members 
Entering Unmasked Estep 
Score: -8538414.000000 Penalty: 5553.757324
	Iteration 4Q: 3 clusters Score -8538414 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 40136 members 
Entering Unmasked Estep 
Score: -8539138.000000 Penalty: 5553.757324
	Iteration 5Q: 3 clusters Score -8539138 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 41931 members 
Entering Unmasked Estep 
Score: -8540080.000000 Penalty: 5553.757324
	Iteration 6Q: 3 clusters Score -8540080 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28467 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -8541589.000000 Penalty: 5553.757324
	Iteration 7Q: 3 clusters Score -8541589 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24955 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -8543918.000000 Penalty: 5553.757324
	Iteration 8F: 3 clusters Score -8543918 nChanged 4822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -8547427.000000 Penalty: 5553.757324
	Iteration 9F: 3 clusters Score -8547427 nChanged 5129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15706 members 
Mstep: Class 2 contains 57212 members 
Entering Unmasked Estep 
Score: -8551791.000000 Penalty: 5553.757324
	Iteration 10F: 3 clusters Score -8551791 nChanged 4484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 61470 members 
Entering Unmasked Estep 
Score: -8555964.000000 Penalty: 5553.757324
	Iteration 11F: 3 clusters Score -8555964 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 64426 members 
Entering Unmasked Estep 
Score: -8559283.000000 Penalty: 5553.757324
	Iteration 12Q: 3 clusters Score -8559283 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 66052 members 
Entering Unmasked Estep 
Score: -8561475.000000 Penalty: 5553.757324
	Iteration 13Q: 3 clusters Score -8561475 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 66800 members 
Entering Unmasked Estep 
Score: -8562774.000000 Penalty: 5553.757324
	Iteration 14Q: 3 clusters Score -8562774 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 67092 members 
Entering Unmasked Estep 
Score: -8563411.000000 Penalty: 5553.757324
	Iteration 15Q: 3 clusters Score -8563411 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 67206 members 
Entering Unmasked Estep 
Score: -8563790.000000 Penalty: 5553.757324
	Iteration 16Q: 3 clusters Score -8563790 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 67267 members 
Entering Unmasked Estep 
Score: -8564070.000000 Penalty: 5553.757324
	Iteration 17Q: 3 clusters Score -8564070 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 67311 members 
Entering Unmasked Estep 
Score: -8564243.000000 Penalty: 5553.757324
	Iteration 18Q: 3 clusters Score -8564243 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 67369 members 
Entering Unmasked Estep 
Score: -8564360.000000 Penalty: 5553.757324
	Iteration 19Q: 3 clusters Score -8564360 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 67403 members 
Entering Unmasked Estep 
Score: -8564422.000000 Penalty: 5553.757324
	Iteration 20F: 3 clusters Score -8564422 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 67446 members 
Entering Unmasked Estep 
Score: -8564487.000000 Penalty: 5553.757324
	Iteration 21Q: 3 clusters Score -8564487 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 67472 members 
Entering Unmasked Estep 
Score: -8564503.000000 Penalty: 5553.757324
	Iteration 22Q: 3 clusters Score -8564503 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 67492 members 
Entering Unmasked Estep 
Score: -8564548.000000 Penalty: 5553.757324
	Iteration 23Q: 3 clusters Score -8564548 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 67512 members 
Entering Unmasked Estep 
Score: -8564565.000000 Penalty: 5553.757324
	Iteration 24Q: 3 clusters Score -8564565 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 67523 members 
Entering Unmasked Estep 
Score: -8564604.000000 Penalty: 5553.757324
	Iteration 25Q: 3 clusters Score -8564604 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 67519 members 
Entering Unmasked Estep 
Score: -8564595.000000 Penalty: 5553.757324
	Iteration 26Q: 3 clusters Score -8564595 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -8564609.000000 Penalty: 5553.757324
	Iteration 27Q: 3 clusters Score -8564609 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 67513 members 
Entering Unmasked Estep 
Score: -8564613.000000 Penalty: 5553.757324
	Iteration 28Q: 3 clusters Score -8564613 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 67500 members 
Entering Unmasked Estep 
Score: -8564613.000000 Penalty: 5553.757324
	Iteration 29Q: 3 clusters Score -8564613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 67498 members 
Entering Unmasked Estep 
Score: -8564632.000000 Penalty: 5553.757324
	Iteration 30Q: 3 clusters Score -8564632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 67499 members 
Entering Unmasked Estep 
Score: -8564629.000000 Penalty: 5553.757324
	Iteration 31Q: 3 clusters Score -8564629 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 67495 members 
Entering Unmasked Estep 
Score: -8564638.000000 Penalty: 5553.757324
	Iteration 32Q: 3 clusters Score -8564638 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 67486 members 
Entering Unmasked Estep 
Score: -8564648.000000 Penalty: 5553.757324
	Iteration 33Q: 3 clusters Score -8564648 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 67476 members 
Entering Unmasked Estep 
Score: -8564642.000000 Penalty: 5553.757324
	Iteration 34Q: 3 clusters Score -8564642 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 67466 members 
Entering Unmasked Estep 
Score: -8564653.000000 Penalty: 5553.757324
	Iteration 35Q: 3 clusters Score -8564653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -8564651.000000 Penalty: 5553.757324
	Iteration 36Q: 3 clusters Score -8564651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 67459 members 
Entering Unmasked Estep 
Score: -8564655.000000 Penalty: 5553.757324
	Iteration 37Q: 3 clusters Score -8564655 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -8564658.000000 Penalty: 5553.757324
	Iteration 38Q: 3 clusters Score -8564658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -8564653.000000 Penalty: 5553.757324
	Iteration 39Q: 3 clusters Score -8564653 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -8564656.000000 Penalty: 5553.757324
	Iteration 40F: 3 clusters Score -8564656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -8564679.000000 Penalty: 5553.757324
	Iteration 41Q: 3 clusters Score -8564679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 67479 members 
Entering Unmasked Estep 
Score: -8564686.000000 Penalty: 5553.757324
	Iteration 42Q: 3 clusters Score -8564686 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 67473 members 
Entering Unmasked Estep 
Score: -8564683.000000 Penalty: 5553.757324
	Iteration 43Q: 3 clusters Score -8564683 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -8564678.000000 Penalty: 5553.757324
	Iteration 44Q: 3 clusters Score -8564678 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 67467 members 
Entering Unmasked Estep 
Score: -8564673.000000 Penalty: 5553.757324
	Iteration 45Q: 3 clusters Score -8564673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 67464 members 
Entering Unmasked Estep 
Score: -8564664.000000 Penalty: 5553.757324
	Iteration 46Q: 3 clusters Score -8564664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 67460 members 
Entering Unmasked Estep 
Score: -8564662.000000 Penalty: 5553.757324
	Iteration 47Q: 3 clusters Score -8564662 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 67465 members 
Entering Unmasked Estep 
Score: -8564656.000000 Penalty: 5553.757324
	Iteration 48Q: 3 clusters Score -8564656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -8564660.000000 Penalty: 5553.757324
	Iteration 49Q: 3 clusters Score -8564660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 67469 members 
Entering Unmasked Estep 
Score: -8564664.000000 Penalty: 5553.757324
	Iteration 50Q: 3 clusters Score -8564664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 67471 members 
Entering Unmasked Estep 
Score: -8564669.000000 Penalty: 5553.757324
	Iteration 51Q: 3 clusters Score -8564669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -8564670.000000 Penalty: 5553.757324
	Iteration 52Q: 3 clusters Score -8564670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 67470 members 
Entering Unmasked Estep 
Score: -8564670.000000 Penalty: 5553.757324
	Iteration 53Q: 3 clusters Score -8564670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -8564674.000000 Penalty: 5553.757324
	Iteration 54Q: 3 clusters Score -8564674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 67468 members 
Entering Unmasked Estep 
Score: -8564674.000000 Penalty: 5553.757324
	Iteration 55F: 3 clusters Score -8564674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Entering Unmasked Estep 
Score: -977701.312500 Penalty: 2240.481445
	Iteration 0F: 2 clusters Score -977701.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -971027.500000 Penalty: 4480.962891
	Iteration 0F: 3 clusters Score -971027.5 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -972900.687500 Penalty: 4480.962891
	Iteration 1F: 3 clusters Score -972900.7 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -973168.500000 Penalty: 4480.962891
	Iteration 2F: 3 clusters Score -973168.5 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -973338.125000 Penalty: 4480.962891
	Iteration 3Q: 3 clusters Score -973338.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -973461.312500 Penalty: 4480.962891
	Iteration 4Q: 3 clusters Score -973461.3 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -973552.625000 Penalty: 4480.962891
	Iteration 5Q: 3 clusters Score -973552.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -973615.687500 Penalty: 4480.962891
	Iteration 6Q: 3 clusters Score -973615.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -973670.625000 Penalty: 4480.962891
	Iteration 7Q: 3 clusters Score -973670.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -973723.625000 Penalty: 4480.962891
	Iteration 8Q: 3 clusters Score -973723.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -973769.625000 Penalty: 4480.962891
	Iteration 9Q: 3 clusters Score -973769.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -973814.187500 Penalty: 4480.962891
	Iteration 10Q: 3 clusters Score -973814.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -973853.687500 Penalty: 4480.962891
	Iteration 11Q: 3 clusters Score -973853.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -973894.312500 Penalty: 4480.962891
	Iteration 12Q: 3 clusters Score -973894.3 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -973933.875000 Penalty: 4480.962891
	Iteration 13Q: 3 clusters Score -973933.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -973973.062500 Penalty: 4480.962891
	Iteration 14Q: 3 clusters Score -973973.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -974019.437500 Penalty: 4480.962891
	Iteration 15Q: 3 clusters Score -974019.4 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -974062.625000 Penalty: 4480.962891
	Iteration 16Q: 3 clusters Score -974062.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -974115.750000 Penalty: 4480.962891
	Iteration 17Q: 3 clusters Score -974115.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -974173.750000 Penalty: 4480.962891
	Iteration 18Q: 3 clusters Score -974173.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -974220.625000 Penalty: 4480.962891
	Iteration 19Q: 3 clusters Score -974220.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -974276.312500 Penalty: 4480.962891
	Iteration 20F: 3 clusters Score -974276.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -974351.437500 Penalty: 4480.962891
	Iteration 21Q: 3 clusters Score -974351.4 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -974429.062500 Penalty: 4480.962891
	Iteration 22Q: 3 clusters Score -974429.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -974508.250000 Penalty: 4480.962891
	Iteration 23Q: 3 clusters Score -974508.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -974578.687500 Penalty: 4480.962891
	Iteration 24Q: 3 clusters Score -974578.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -974635.687500 Penalty: 4480.962891
	Iteration 25Q: 3 clusters Score -974635.7 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -974701.812500 Penalty: 4480.962891
	Iteration 26Q: 3 clusters Score -974701.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -974761.000000 Penalty: 4480.962891
	Iteration 27Q: 3 clusters Score -974761 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -974804.375000 Penalty: 4480.962891
	Iteration 28Q: 3 clusters Score -974804.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -974843.937500 Penalty: 4480.962891
	Iteration 29Q: 3 clusters Score -974843.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -974877.875000 Penalty: 4480.962891
	Iteration 30Q: 3 clusters Score -974877.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -974910.937500 Penalty: 4480.962891
	Iteration 31Q: 3 clusters Score -974910.9 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -974932.187500 Penalty: 4480.962891
	Iteration 32Q: 3 clusters Score -974932.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -974957.812500 Penalty: 4480.962891
	Iteration 33Q: 3 clusters Score -974957.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -974972.625000 Penalty: 4480.962891
	Iteration 34Q: 3 clusters Score -974972.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 4622 members 
Entering Unmasked Estep 
Score: -974984.312500 Penalty: 4480.962891
	Iteration 35Q: 3 clusters Score -974984.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -974997.000000 Penalty: 4480.962891
	Iteration 36Q: 3 clusters Score -974997 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -975009.125000 Penalty: 4480.962891
	Iteration 37Q: 3 clusters Score -975009.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -975019.312500 Penalty: 4480.962891
	Iteration 38Q: 3 clusters Score -975019.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -975029.625000 Penalty: 4480.962891
	Iteration 39Q: 3 clusters Score -975029.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -975045.250000 Penalty: 4480.962891
	Iteration 40F: 3 clusters Score -975045.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -975062.625000 Penalty: 4480.962891
	Iteration 41Q: 3 clusters Score -975062.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -975073.375000 Penalty: 4480.962891
	Iteration 42Q: 3 clusters Score -975073.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -975080.875000 Penalty: 4480.962891
	Iteration 43Q: 3 clusters Score -975080.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -975095.750000 Penalty: 4480.962891
	Iteration 44Q: 3 clusters Score -975095.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -975105.812500 Penalty: 4480.962891
	Iteration 45Q: 3 clusters Score -975105.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -975118.125000 Penalty: 4480.962891
	Iteration 46Q: 3 clusters Score -975118.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -975130.500000 Penalty: 4480.962891
	Iteration 47Q: 3 clusters Score -975130.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -975147.875000 Penalty: 4480.962891
	Iteration 48Q: 3 clusters Score -975147.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -975164.437500 Penalty: 4480.962891
	Iteration 49Q: 3 clusters Score -975164.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -975180.250000 Penalty: 4480.962891
	Iteration 50Q: 3 clusters Score -975180.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -975199.250000 Penalty: 4480.962891
	Iteration 51Q: 3 clusters Score -975199.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 5293 members 
Entering Unmasked Estep 
Score: -975224.625000 Penalty: 4480.962891
	Iteration 52Q: 3 clusters Score -975224.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -975240.500000 Penalty: 4480.962891
	Iteration 53Q: 3 clusters Score -975240.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -975252.625000 Penalty: 4480.962891
	Iteration 54Q: 3 clusters Score -975252.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -975268.625000 Penalty: 4480.962891
	Iteration 55Q: 3 clusters Score -975268.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -975282.000000 Penalty: 4480.962891
	Iteration 56Q: 3 clusters Score -975282 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -975290.812500 Penalty: 4480.962891
	Iteration 57Q: 3 clusters Score -975290.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -975299.500000 Penalty: 4480.962891
	Iteration 58Q: 3 clusters Score -975299.5 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -975306.250000 Penalty: 4480.962891
	Iteration 59Q: 3 clusters Score -975306.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -975314.125000 Penalty: 4480.962891
	Iteration 60F: 3 clusters Score -975314.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -975319.437500 Penalty: 4480.962891
	Iteration 61Q: 3 clusters Score -975319.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2768 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -975327.125000 Penalty: 4480.962891
	Iteration 62Q: 3 clusters Score -975327.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 5649 members 
Entering Unmasked Estep 
Score: -975338.250000 Penalty: 4480.962891
	Iteration 63Q: 3 clusters Score -975338.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -975343.250000 Penalty: 4480.962891
	Iteration 64Q: 3 clusters Score -975343.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -975348.062500 Penalty: 4480.962891
	Iteration 65Q: 3 clusters Score -975348.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -975355.250000 Penalty: 4480.962891
	Iteration 66Q: 3 clusters Score -975355.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -975359.062500 Penalty: 4480.962891
	Iteration 67Q: 3 clusters Score -975359.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -975362.375000 Penalty: 4480.962891
	Iteration 68Q: 3 clusters Score -975362.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -975368.375000 Penalty: 4480.962891
	Iteration 69Q: 3 clusters Score -975368.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -975375.812500 Penalty: 4480.962891
	Iteration 70Q: 3 clusters Score -975375.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -975378.250000 Penalty: 4480.962891
	Iteration 71Q: 3 clusters Score -975378.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -975382.312500 Penalty: 4480.962891
	Iteration 72Q: 3 clusters Score -975382.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -975386.375000 Penalty: 4480.962891
	Iteration 73Q: 3 clusters Score -975386.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -975391.062500 Penalty: 4480.962891
	Iteration 74Q: 3 clusters Score -975391.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -975397.312500 Penalty: 4480.962891
	Iteration 75Q: 3 clusters Score -975397.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -975400.500000 Penalty: 4480.962891
	Iteration 76Q: 3 clusters Score -975400.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -975408.187500 Penalty: 4480.962891
	Iteration 77Q: 3 clusters Score -975408.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -975411.312500 Penalty: 4480.962891
	Iteration 78Q: 3 clusters Score -975411.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -975417.937500 Penalty: 4480.962891
	Iteration 79Q: 3 clusters Score -975417.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -975422.687500 Penalty: 4480.962891
	Iteration 80F: 3 clusters Score -975422.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -975425.187500 Penalty: 4480.962891
	Iteration 81Q: 3 clusters Score -975425.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -975429.250000 Penalty: 4480.962891
	Iteration 82Q: 3 clusters Score -975429.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -975435.000000 Penalty: 4480.962891
	Iteration 83Q: 3 clusters Score -975435 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -975443.812500 Penalty: 4480.962891
	Iteration 84Q: 3 clusters Score -975443.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -975448.500000 Penalty: 4480.962891
	Iteration 85Q: 3 clusters Score -975448.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -975453.187500 Penalty: 4480.962891
	Iteration 86Q: 3 clusters Score -975453.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -975459.250000 Penalty: 4480.962891
	Iteration 87Q: 3 clusters Score -975459.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -975461.750000 Penalty: 4480.962891
	Iteration 88Q: 3 clusters Score -975461.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -975467.500000 Penalty: 4480.962891
	Iteration 89Q: 3 clusters Score -975467.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6137 members 
Entering Unmasked Estep 
Score: -975467.937500 Penalty: 4480.962891
	Iteration 90Q: 3 clusters Score -975467.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -975469.250000 Penalty: 4480.962891
	Iteration 91Q: 3 clusters Score -975469.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -975471.250000 Penalty: 4480.962891
	Iteration 92Q: 3 clusters Score -975471.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -975472.812500 Penalty: 4480.962891
	Iteration 93Q: 3 clusters Score -975472.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -975473.125000 Penalty: 4480.962891
	Iteration 94Q: 3 clusters Score -975473.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -975474.500000 Penalty: 4480.962891
	Iteration 95Q: 3 clusters Score -975474.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 6168 members 
Entering Unmasked Estep 
Score: -975474.312500 Penalty: 4480.962891
	Iteration 96Q: 3 clusters Score -975474.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -975476.500000 Penalty: 4480.962891
	Iteration 97Q: 3 clusters Score -975476.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -975475.375000 Penalty: 4480.962891
	Iteration 98Q: 3 clusters Score -975475.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -975475.750000 Penalty: 4480.962891
	Iteration 99Q: 3 clusters Score -975475.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -975475.750000 Penalty: 4480.962891
	Iteration 100F: 3 clusters Score -975475.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (66550 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Entering Unmasked Estep 
Score: -7602922.500000 Penalty: 2754.215820
	Iteration 0F: 2 clusters Score -7602922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 33211 members 
Entering Unmasked Estep 
Score: -7558270.500000 Penalty: 5508.431641
	Iteration 0F: 3 clusters Score -7558270 nChanged 31259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33608 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -7575758.000000 Penalty: 5508.431641
	Iteration 1F: 3 clusters Score -7575758 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -7576287.500000 Penalty: 5508.431641
	Iteration 2Q: 3 clusters Score -7576288 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33821 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -7576908.000000 Penalty: 5508.431641
	Iteration 3Q: 3 clusters Score -7576908 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 32570 members 
Entering Unmasked Estep 
Score: -7577678.500000 Penalty: 5508.431641
	Iteration 4Q: 3 clusters Score -7577678 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34237 members 
Mstep: Class 2 contains 32313 members 
Entering Unmasked Estep 
Score: -7578529.000000 Penalty: 5508.431641
	Iteration 5Q: 3 clusters Score -7578529 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34585 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -7579669.000000 Penalty: 5508.431641
	Iteration 6Q: 3 clusters Score -7579669 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 31442 members 
Entering Unmasked Estep 
Score: -7581147.500000 Penalty: 5508.431641
	Iteration 7Q: 3 clusters Score -7581148 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -7583191.500000 Penalty: 5508.431641
	Iteration 8F: 3 clusters Score -7583192 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37121 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -7585544.500000 Penalty: 5508.431641
	Iteration 9F: 3 clusters Score -7585544 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38627 members 
Mstep: Class 2 contains 27923 members 
Entering Unmasked Estep 
Score: -7588048.500000 Penalty: 5508.431641
	Iteration 10F: 3 clusters Score -7588048 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 26167 members 
Entering Unmasked Estep 
Score: -7590472.500000 Penalty: 5508.431641
	Iteration 11F: 3 clusters Score -7590472 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42236 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -7592433.500000 Penalty: 5508.431641
	Iteration 12Q: 3 clusters Score -7592434 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44121 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -7593931.500000 Penalty: 5508.431641
	Iteration 13Q: 3 clusters Score -7593932 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -7595078.500000 Penalty: 5508.431641
	Iteration 14Q: 3 clusters Score -7595078 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47514 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -7595988.000000 Penalty: 5508.431641
	Iteration 15Q: 3 clusters Score -7595988 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49068 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -7596811.500000 Penalty: 5508.431641
	Iteration 16Q: 3 clusters Score -7596812 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50440 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -7597407.500000 Penalty: 5508.431641
	Iteration 17Q: 3 clusters Score -7597408 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51709 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -7597938.000000 Penalty: 5508.431641
	Iteration 18Q: 3 clusters Score -7597938 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -7598383.000000 Penalty: 5508.431641
	Iteration 19Q: 3 clusters Score -7598383 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53870 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -7598782.500000 Penalty: 5508.431641
	Iteration 20F: 3 clusters Score -7598782 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54780 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -7599076.000000 Penalty: 5508.431641
	Iteration 21Q: 3 clusters Score -7599076 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 10905 members 
Entering Unmasked Estep 
Score: -7599355.000000 Penalty: 5508.431641
	Iteration 22Q: 3 clusters Score -7599355 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56367 members 
Mstep: Class 2 contains 10183 members 
Entering Unmasked Estep 
Score: -7599586.500000 Penalty: 5508.431641
	Iteration 23Q: 3 clusters Score -7599586 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57055 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -7599817.000000 Penalty: 5508.431641
	Iteration 24Q: 3 clusters Score -7599817 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57656 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -7600000.000000 Penalty: 5508.431641
	Iteration 25Q: 3 clusters Score -7600000 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58254 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -7600133.500000 Penalty: 5508.431641
	Iteration 26Q: 3 clusters Score -7600134 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58747 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -7600294.500000 Penalty: 5508.431641
	Iteration 27Q: 3 clusters Score -7600294 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59185 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -7600428.500000 Penalty: 5508.431641
	Iteration 28Q: 3 clusters Score -7600428 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59559 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -7600489.500000 Penalty: 5508.431641
	Iteration 29Q: 3 clusters Score -7600490 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59887 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -7600571.500000 Penalty: 5508.431641
	Iteration 30Q: 3 clusters Score -7600572 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60173 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -7600622.500000 Penalty: 5508.431641
	Iteration 31Q: 3 clusters Score -7600622 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60424 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -7600675.500000 Penalty: 5508.431641
	Iteration 32Q: 3 clusters Score -7600676 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60654 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -7600739.500000 Penalty: 5508.431641
	Iteration 33Q: 3 clusters Score -7600740 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60851 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -7600796.000000 Penalty: 5508.431641
	Iteration 34Q: 3 clusters Score -7600796 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61034 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -7600826.000000 Penalty: 5508.431641
	Iteration 35Q: 3 clusters Score -7600826 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61217 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -7600836.000000 Penalty: 5508.431641
	Iteration 36Q: 3 clusters Score -7600836 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61372 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -7600878.000000 Penalty: 5508.431641
	Iteration 37Q: 3 clusters Score -7600878 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61503 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -7600903.500000 Penalty: 5508.431641
	Iteration 38Q: 3 clusters Score -7600904 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61622 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -7600918.500000 Penalty: 5508.431641
	Iteration 39Q: 3 clusters Score -7600918 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -7600954.500000 Penalty: 5508.431641
	Iteration 40F: 3 clusters Score -7600954 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61861 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -7600980.500000 Penalty: 5508.431641
	Iteration 41Q: 3 clusters Score -7600980 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61973 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -7600978.000000 Penalty: 5508.431641
	Iteration 42Q: 3 clusters Score -7600978 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62081 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -7601013.500000 Penalty: 5508.431641
	Iteration 43Q: 3 clusters Score -7601014 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62176 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -7601038.000000 Penalty: 5508.431641
	Iteration 44Q: 3 clusters Score -7601038 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62262 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -7601036.500000 Penalty: 5508.431641
	Iteration 45Q: 3 clusters Score -7601036 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62337 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -7601041.000000 Penalty: 5508.431641
	Iteration 46Q: 3 clusters Score -7601041 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62396 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -7601057.000000 Penalty: 5508.431641
	Iteration 47Q: 3 clusters Score -7601057 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62449 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -7601071.500000 Penalty: 5508.431641
	Iteration 48Q: 3 clusters Score -7601072 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62494 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -7601082.000000 Penalty: 5508.431641
	Iteration 49Q: 3 clusters Score -7601082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62535 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -7601084.500000 Penalty: 5508.431641
	Iteration 50Q: 3 clusters Score -7601084 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62576 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -7601097.500000 Penalty: 5508.431641
	Iteration 51Q: 3 clusters Score -7601098 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62605 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -7601092.500000 Penalty: 5508.431641
	Iteration 52Q: 3 clusters Score -7601092 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62636 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -7601098.500000 Penalty: 5508.431641
	Iteration 53Q: 3 clusters Score -7601098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62657 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -7601098.500000 Penalty: 5508.431641
	Iteration 54Q: 3 clusters Score -7601098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62682 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -7601102.000000 Penalty: 5508.431641
	Iteration 55Q: 3 clusters Score -7601102 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62692 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -7601123.500000 Penalty: 5508.431641
	Iteration 56Q: 3 clusters Score -7601124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62702 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -7601129.500000 Penalty: 5508.431641
	Iteration 57Q: 3 clusters Score -7601130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -7601119.500000 Penalty: 5508.431641
	Iteration 58Q: 3 clusters Score -7601120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62722 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -7601128.500000 Penalty: 5508.431641
	Iteration 59Q: 3 clusters Score -7601128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62732 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -7601121.500000 Penalty: 5508.431641
	Iteration 60F: 3 clusters Score -7601122 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62742 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -7601129.500000 Penalty: 5508.431641
	Iteration 61Q: 3 clusters Score -7601130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62755 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -7601123.000000 Penalty: 5508.431641
	Iteration 62Q: 3 clusters Score -7601123 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62765 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -7601125.000000 Penalty: 5508.431641
	Iteration 63Q: 3 clusters Score -7601125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62770 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -7601127.000000 Penalty: 5508.431641
	Iteration 64Q: 3 clusters Score -7601127 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62773 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -7601124.500000 Penalty: 5508.431641
	Iteration 65Q: 3 clusters Score -7601124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62781 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -7601115.500000 Penalty: 5508.431641
	Iteration 66Q: 3 clusters Score -7601116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62786 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -7601116.500000 Penalty: 5508.431641
	Iteration 67Q: 3 clusters Score -7601116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62790 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -7601123.500000 Penalty: 5508.431641
	Iteration 68Q: 3 clusters Score -7601124 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62799 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -7601125.500000 Penalty: 5508.431641
	Iteration 69Q: 3 clusters Score -7601126 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62803 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -7601130.500000 Penalty: 5508.431641
	Iteration 70Q: 3 clusters Score -7601130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7601132.500000 Penalty: 5508.431641
	Iteration 71Q: 3 clusters Score -7601132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7601133.000000 Penalty: 5508.431641
	Iteration 72Q: 3 clusters Score -7601133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -7601130.000000 Penalty: 5508.431641
	Iteration 73Q: 3 clusters Score -7601130 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62808 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -7601134.000000 Penalty: 5508.431641
	Iteration 74Q: 3 clusters Score -7601134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62810 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -7601134.000000 Penalty: 5508.431641
	Iteration 75Q: 3 clusters Score -7601134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62814 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7601126.000000 Penalty: 5508.431641
	Iteration 76Q: 3 clusters Score -7601126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62817 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -7601124.500000 Penalty: 5508.431641
	Iteration 77Q: 3 clusters Score -7601124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -7601130.500000 Penalty: 5508.431641
	Iteration 78Q: 3 clusters Score -7601130 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62827 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -7601138.000000 Penalty: 5508.431641
	Iteration 79Q: 3 clusters Score -7601138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62830 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -7601138.000000 Penalty: 5508.431641
	Iteration 80F: 3 clusters Score -7601138 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62834 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -7601141.000000 Penalty: 5508.431641
	Iteration 81Q: 3 clusters Score -7601141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62840 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7601151.500000 Penalty: 5508.431641
	Iteration 82Q: 3 clusters Score -7601152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62851 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -7601160.000000 Penalty: 5508.431641
	Iteration 83Q: 3 clusters Score -7601160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -7601168.000000 Penalty: 5508.431641
	Iteration 84Q: 3 clusters Score -7601168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62871 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -7601166.000000 Penalty: 5508.431641
	Iteration 85Q: 3 clusters Score -7601166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62878 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -7601174.000000 Penalty: 5508.431641
	Iteration 86Q: 3 clusters Score -7601174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62886 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -7601184.500000 Penalty: 5508.431641
	Iteration 87Q: 3 clusters Score -7601184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62894 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -7601181.500000 Penalty: 5508.431641
	Iteration 88Q: 3 clusters Score -7601182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62900 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -7601173.500000 Penalty: 5508.431641
	Iteration 89Q: 3 clusters Score -7601174 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62914 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -7601178.000000 Penalty: 5508.431641
	Iteration 90Q: 3 clusters Score -7601178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62927 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -7601172.000000 Penalty: 5508.431641
	Iteration 91Q: 3 clusters Score -7601172 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62942 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7601179.500000 Penalty: 5508.431641
	Iteration 92Q: 3 clusters Score -7601180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62949 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -7601187.000000 Penalty: 5508.431641
	Iteration 93Q: 3 clusters Score -7601187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62960 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -7601179.000000 Penalty: 5508.431641
	Iteration 94Q: 3 clusters Score -7601179 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62971 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -7601193.000000 Penalty: 5508.431641
	Iteration 95Q: 3 clusters Score -7601193 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62981 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -7601195.500000 Penalty: 5508.431641
	Iteration 96Q: 3 clusters Score -7601196 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62990 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -7601193.500000 Penalty: 5508.431641
	Iteration 97Q: 3 clusters Score -7601194 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62992 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -7601188.500000 Penalty: 5508.431641
	Iteration 98Q: 3 clusters Score -7601188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62996 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -7601189.500000 Penalty: 5508.431641
	Iteration 99Q: 3 clusters Score -7601190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -7601188.500000 Penalty: 5508.431641
	Iteration 100F: 3 clusters Score -7601188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63001 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -7601189.000000 Penalty: 5508.431641
	Iteration 101Q: 3 clusters Score -7601189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63003 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -7601190.000000 Penalty: 5508.431641
	Iteration 102Q: 3 clusters Score -7601190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63006 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -7601191.000000 Penalty: 5508.431641
	Iteration 103Q: 3 clusters Score -7601191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63012 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7601187.500000 Penalty: 5508.431641
	Iteration 104Q: 3 clusters Score -7601188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63014 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -7601188.000000 Penalty: 5508.431641
	Iteration 105Q: 3 clusters Score -7601188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63016 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -7601189.000000 Penalty: 5508.431641
	Iteration 106Q: 3 clusters Score -7601189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63019 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -7601183.000000 Penalty: 5508.431641
	Iteration 107Q: 3 clusters Score -7601183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63021 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -7601184.000000 Penalty: 5508.431641
	Iteration 108Q: 3 clusters Score -7601184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63023 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -7601183.500000 Penalty: 5508.431641
	Iteration 109Q: 3 clusters Score -7601184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -7601182.000000 Penalty: 5508.431641
	Iteration 110Q: 3 clusters Score -7601182 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63025 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -7601182.000000 Penalty: 5508.431641
	Iteration 111F: 3 clusters Score -7601182 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (14087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Entering Unmasked Estep 
Score: -1569537.750000 Penalty: 2369.145996
	Iteration 0F: 2 clusters Score -1569538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -1559263.000000 Penalty: 4738.291992
	Iteration 0F: 3 clusters Score -1559263 nChanged 6049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1562542.500000 Penalty: 4738.291992
	Iteration 1F: 3 clusters Score -1562542 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1562950.625000 Penalty: 4738.291992
	Iteration 2F: 3 clusters Score -1562951 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 6829 members 
Entering Unmasked Estep 
Score: -1563324.250000 Penalty: 4738.291992
	Iteration 3F: 3 clusters Score -1563324 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1563710.375000 Penalty: 4738.291992
	Iteration 4F: 3 clusters Score -1563710 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1564138.750000 Penalty: 4738.291992
	Iteration 5F: 3 clusters Score -1564139 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1564571.250000 Penalty: 4738.291992
	Iteration 6F: 3 clusters Score -1564571 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1564997.500000 Penalty: 4738.291992
	Iteration 7Q: 3 clusters Score -1564998 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -1565358.250000 Penalty: 4738.291992
	Iteration 8Q: 3 clusters Score -1565358 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1565665.250000 Penalty: 4738.291992
	Iteration 9Q: 3 clusters Score -1565665 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1565879.625000 Penalty: 4738.291992
	Iteration 10Q: 3 clusters Score -1565880 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1566079.375000 Penalty: 4738.291992
	Iteration 11Q: 3 clusters Score -1566079 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1566264.875000 Penalty: 4738.291992
	Iteration 12Q: 3 clusters Score -1566265 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1566437.375000 Penalty: 4738.291992
	Iteration 13Q: 3 clusters Score -1566437 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9926 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -1566628.625000 Penalty: 4738.291992
	Iteration 14Q: 3 clusters Score -1566629 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10150 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1566787.375000 Penalty: 4738.291992
	Iteration 15Q: 3 clusters Score -1566787 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1566920.250000 Penalty: 4738.291992
	Iteration 16Q: 3 clusters Score -1566920 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1567030.250000 Penalty: 4738.291992
	Iteration 17Q: 3 clusters Score -1567030 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1567139.750000 Penalty: 4738.291992
	Iteration 18Q: 3 clusters Score -1567140 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1567218.125000 Penalty: 4738.291992
	Iteration 19Q: 3 clusters Score -1567218 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -1567285.250000 Penalty: 4738.291992
	Iteration 20F: 3 clusters Score -1567285 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11149 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1567357.750000 Penalty: 4738.291992
	Iteration 21Q: 3 clusters Score -1567358 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -1567426.625000 Penalty: 4738.291992
	Iteration 22Q: 3 clusters Score -1567427 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -1567489.000000 Penalty: 4738.291992
	Iteration 23Q: 3 clusters Score -1567489 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1567547.500000 Penalty: 4738.291992
	Iteration 24Q: 3 clusters Score -1567548 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11640 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1567619.250000 Penalty: 4738.291992
	Iteration 25Q: 3 clusters Score -1567619 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1567702.500000 Penalty: 4738.291992
	Iteration 26Q: 3 clusters Score -1567702 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1567782.250000 Penalty: 4738.291992
	Iteration 27Q: 3 clusters Score -1567782 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11969 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1567844.750000 Penalty: 4738.291992
	Iteration 28Q: 3 clusters Score -1567845 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1567908.875000 Penalty: 4738.291992
	Iteration 29Q: 3 clusters Score -1567909 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1567967.625000 Penalty: 4738.291992
	Iteration 30Q: 3 clusters Score -1567968 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1568013.125000 Penalty: 4738.291992
	Iteration 31Q: 3 clusters Score -1568013 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1568051.500000 Penalty: 4738.291992
	Iteration 32Q: 3 clusters Score -1568052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1568074.625000 Penalty: 4738.291992
	Iteration 33Q: 3 clusters Score -1568075 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -1568085.625000 Penalty: 4738.291992
	Iteration 34Q: 3 clusters Score -1568086 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1568098.125000 Penalty: 4738.291992
	Iteration 35Q: 3 clusters Score -1568098 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1568109.750000 Penalty: 4738.291992
	Iteration 36Q: 3 clusters Score -1568110 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1568113.875000 Penalty: 4738.291992
	Iteration 37Q: 3 clusters Score -1568114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1568118.375000 Penalty: 4738.291992
	Iteration 38Q: 3 clusters Score -1568118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12435 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1568128.375000 Penalty: 4738.291992
	Iteration 39Q: 3 clusters Score -1568128 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1568127.000000 Penalty: 4738.291992
	Iteration 40F: 3 clusters Score -1568127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1568132.875000 Penalty: 4738.291992
	Iteration 41Q: 3 clusters Score -1568133 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1568135.250000 Penalty: 4738.291992
	Iteration 42Q: 3 clusters Score -1568135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1568137.625000 Penalty: 4738.291992
	Iteration 43Q: 3 clusters Score -1568138 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1568139.875000 Penalty: 4738.291992
	Iteration 44Q: 3 clusters Score -1568140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1568140.750000 Penalty: 4738.291992
	Iteration 45Q: 3 clusters Score -1568141 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1568143.125000 Penalty: 4738.291992
	Iteration 46Q: 3 clusters Score -1568143 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1568145.250000 Penalty: 4738.291992
	Iteration 47Q: 3 clusters Score -1568145 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1568147.750000 Penalty: 4738.291992
	Iteration 48Q: 3 clusters Score -1568148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1568145.875000 Penalty: 4738.291992
	Iteration 49Q: 3 clusters Score -1568146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1568149.375000 Penalty: 4738.291992
	Iteration 50Q: 3 clusters Score -1568149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12508 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1568151.125000 Penalty: 4738.291992
	Iteration 51Q: 3 clusters Score -1568151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1568153.000000 Penalty: 4738.291992
	Iteration 52Q: 3 clusters Score -1568153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1568154.500000 Penalty: 4738.291992
	Iteration 53Q: 3 clusters Score -1568154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1568154.875000 Penalty: 4738.291992
	Iteration 54Q: 3 clusters Score -1568155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1568157.000000 Penalty: 4738.291992
	Iteration 55Q: 3 clusters Score -1568157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -1568158.000000 Penalty: 4738.291992
	Iteration 56Q: 3 clusters Score -1568158 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12519 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1568158.250000 Penalty: 4738.291992
	Iteration 57Q: 3 clusters Score -1568158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1568155.750000 Penalty: 4738.291992
	Iteration 58Q: 3 clusters Score -1568156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1568156.375000 Penalty: 4738.291992
	Iteration 59Q: 3 clusters Score -1568156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12532 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1568158.750000 Penalty: 4738.291992
	Iteration 60F: 3 clusters Score -1568159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1568160.750000 Penalty: 4738.291992
	Iteration 61Q: 3 clusters Score -1568161 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1568160.625000 Penalty: 4738.291992
	Iteration 62Q: 3 clusters Score -1568161 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1568160.625000 Penalty: 4738.291992
	Iteration 63F: 3 clusters Score -1568161 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (37370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Entering Unmasked Estep 
Score: -4466695.000000 Penalty: 2611.098633
	Iteration 0F: 2 clusters Score -4466695 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -4441302.000000 Penalty: 5222.197266
	Iteration 0F: 3 clusters Score -4441302 nChanged 17054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19079 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -4450619.000000 Penalty: 5222.197266
	Iteration 1F: 3 clusters Score -4450619 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 18054 members 
Entering Unmasked Estep 
Score: -4451095.500000 Penalty: 5222.197266
	Iteration 2Q: 3 clusters Score -4451096 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -4451506.500000 Penalty: 5222.197266
	Iteration 3Q: 3 clusters Score -4451506 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 17273 members 
Entering Unmasked Estep 
Score: -4451956.500000 Penalty: 5222.197266
	Iteration 4Q: 3 clusters Score -4451956 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -4452414.500000 Penalty: 5222.197266
	Iteration 5Q: 3 clusters Score -4452414 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -4452945.000000 Penalty: 5222.197266
	Iteration 6Q: 3 clusters Score -4452945 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 14952 members 
Entering Unmasked Estep 
Score: -4453661.000000 Penalty: 5222.197266
	Iteration 7Q: 3 clusters Score -4453661 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -4454633.500000 Penalty: 5222.197266
	Iteration 8Q: 3 clusters Score -4454634 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -4455804.000000 Penalty: 5222.197266
	Iteration 9F: 3 clusters Score -4455804 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26628 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -4457181.000000 Penalty: 5222.197266
	Iteration 10F: 3 clusters Score -4457181 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28138 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4458558.000000 Penalty: 5222.197266
	Iteration 11Q: 3 clusters Score -4458558 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -4459772.000000 Penalty: 5222.197266
	Iteration 12Q: 3 clusters Score -4459772 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30567 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -4460662.000000 Penalty: 5222.197266
	Iteration 13Q: 3 clusters Score -4460662 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -4461276.500000 Penalty: 5222.197266
	Iteration 14Q: 3 clusters Score -4461276 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -4461782.500000 Penalty: 5222.197266
	Iteration 15Q: 3 clusters Score -4461782 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32966 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -4462171.000000 Penalty: 5222.197266
	Iteration 16Q: 3 clusters Score -4462171 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33564 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -4462504.000000 Penalty: 5222.197266
	Iteration 17Q: 3 clusters Score -4462504 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34093 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -4462817.000000 Penalty: 5222.197266
	Iteration 18Q: 3 clusters Score -4462817 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34566 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -4463087.500000 Penalty: 5222.197266
	Iteration 19Q: 3 clusters Score -4463088 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -4463323.000000 Penalty: 5222.197266
	Iteration 20F: 3 clusters Score -4463323 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35308 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -4463530.500000 Penalty: 5222.197266
	Iteration 21Q: 3 clusters Score -4463530 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -4463717.500000 Penalty: 5222.197266
	Iteration 22Q: 3 clusters Score -4463718 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35832 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -4463870.000000 Penalty: 5222.197266
	Iteration 23Q: 3 clusters Score -4463870 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36028 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -4464010.000000 Penalty: 5222.197266
	Iteration 24Q: 3 clusters Score -4464010 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -4464093.500000 Penalty: 5222.197266
	Iteration 25Q: 3 clusters Score -4464094 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36275 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -4464151.000000 Penalty: 5222.197266
	Iteration 26Q: 3 clusters Score -4464151 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36354 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -4464203.000000 Penalty: 5222.197266
	Iteration 27Q: 3 clusters Score -4464203 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36430 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -4464275.500000 Penalty: 5222.197266
	Iteration 28Q: 3 clusters Score -4464276 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -4464320.500000 Penalty: 5222.197266
	Iteration 29Q: 3 clusters Score -4464320 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36557 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -4464380.500000 Penalty: 5222.197266
	Iteration 30Q: 3 clusters Score -4464380 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36604 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -4464397.000000 Penalty: 5222.197266
	Iteration 31Q: 3 clusters Score -4464397 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36640 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -4464416.500000 Penalty: 5222.197266
	Iteration 32Q: 3 clusters Score -4464416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -4464434.000000 Penalty: 5222.197266
	Iteration 33Q: 3 clusters Score -4464434 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -4464455.000000 Penalty: 5222.197266
	Iteration 34Q: 3 clusters Score -4464455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -4464467.000000 Penalty: 5222.197266
	Iteration 35Q: 3 clusters Score -4464467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -4464467.000000 Penalty: 5222.197266
	Iteration 36Q: 3 clusters Score -4464467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -4464468.500000 Penalty: 5222.197266
	Iteration 37Q: 3 clusters Score -4464468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -4464473.000000 Penalty: 5222.197266
	Iteration 38Q: 3 clusters Score -4464473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4464476.000000 Penalty: 5222.197266
	Iteration 39Q: 3 clusters Score -4464476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -4464481.000000 Penalty: 5222.197266
	Iteration 40F: 3 clusters Score -4464481 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36725 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4464479.000000 Penalty: 5222.197266
	Iteration 41Q: 3 clusters Score -4464479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -4464481.500000 Penalty: 5222.197266
	Iteration 42Q: 3 clusters Score -4464482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4464484.000000 Penalty: 5222.197266
	Iteration 43Q: 3 clusters Score -4464484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4464484.000000 Penalty: 5222.197266
	Iteration 44F: 3 clusters Score -4464484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34584 members 
Entering Unmasked Estep 
Score: -3872023.750000 Penalty: 2591.884277
	Iteration 0F: 2 clusters Score -3872024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -3848541.000000 Penalty: 5183.768555
	Iteration 0F: 3 clusters Score -3848541 nChanged 15617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3857193.750000 Penalty: 5183.768555
	Iteration 1F: 3 clusters Score -3857194 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16097 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -3857857.250000 Penalty: 5183.768555
	Iteration 2F: 3 clusters Score -3857857 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -3858638.500000 Penalty: 5183.768555
	Iteration 3Q: 3 clusters Score -3858638 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 19682 members 
Entering Unmasked Estep 
Score: -3859529.250000 Penalty: 5183.768555
	Iteration 4F: 3 clusters Score -3859529 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
Score: -3860652.500000 Penalty: 5183.768555
	Iteration 5F: 3 clusters Score -3860652 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -3862047.000000 Penalty: 5183.768555
	Iteration 6F: 3 clusters Score -3862047 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -3863677.250000 Penalty: 5183.768555
	Iteration 7F: 3 clusters Score -3863677 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -3865300.500000 Penalty: 5183.768555
	Iteration 8F: 3 clusters Score -3865300 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 24008 members 
Entering Unmasked Estep 
Score: -3866795.250000 Penalty: 5183.768555
	Iteration 9F: 3 clusters Score -3866795 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 24484 members 
Entering Unmasked Estep 
Score: -3867903.750000 Penalty: 5183.768555
	Iteration 10Q: 3 clusters Score -3867904 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 24775 members 
Entering Unmasked Estep 
Score: -3868629.250000 Penalty: 5183.768555
	Iteration 11Q: 3 clusters Score -3868629 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 24914 members 
Entering Unmasked Estep 
Score: -3869064.750000 Penalty: 5183.768555
	Iteration 12Q: 3 clusters Score -3869065 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 25015 members 
Entering Unmasked Estep 
Score: -3869350.750000 Penalty: 5183.768555
	Iteration 13Q: 3 clusters Score -3869351 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -3869496.000000 Penalty: 5183.768555
	Iteration 14Q: 3 clusters Score -3869496 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 25191 members 
Entering Unmasked Estep 
Score: -3869580.250000 Penalty: 5183.768555
	Iteration 15Q: 3 clusters Score -3869580 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -3869646.250000 Penalty: 5183.768555
	Iteration 16Q: 3 clusters Score -3869646 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -3869686.500000 Penalty: 5183.768555
	Iteration 17Q: 3 clusters Score -3869686 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -3869732.500000 Penalty: 5183.768555
	Iteration 18Q: 3 clusters Score -3869732 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -3869742.000000 Penalty: 5183.768555
	Iteration 19Q: 3 clusters Score -3869742 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -3869756.250000 Penalty: 5183.768555
	Iteration 20F: 3 clusters Score -3869756 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 25560 members 
Entering Unmasked Estep 
Score: -3869769.000000 Penalty: 5183.768555
	Iteration 21Q: 3 clusters Score -3869769 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -3869765.750000 Penalty: 5183.768555
	Iteration 22Q: 3 clusters Score -3869766 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -3869768.250000 Penalty: 5183.768555
	Iteration 23Q: 3 clusters Score -3869768 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 25666 members 
Entering Unmasked Estep 
Score: -3869771.500000 Penalty: 5183.768555
	Iteration 24Q: 3 clusters Score -3869772 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 25704 members 
Entering Unmasked Estep 
Score: -3869782.750000 Penalty: 5183.768555
	Iteration 25Q: 3 clusters Score -3869783 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -3869782.500000 Penalty: 5183.768555
	Iteration 26Q: 3 clusters Score -3869782 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -3869802.500000 Penalty: 5183.768555
	Iteration 27Q: 3 clusters Score -3869802 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 25807 members 
Entering Unmasked Estep 
Score: -3869803.000000 Penalty: 5183.768555
	Iteration 28Q: 3 clusters Score -3869803 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -3869804.000000 Penalty: 5183.768555
	Iteration 29Q: 3 clusters Score -3869804 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -3869806.250000 Penalty: 5183.768555
	Iteration 30Q: 3 clusters Score -3869806 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -3869813.000000 Penalty: 5183.768555
	Iteration 31Q: 3 clusters Score -3869813 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -3869816.000000 Penalty: 5183.768555
	Iteration 32Q: 3 clusters Score -3869816 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 25980 members 
Entering Unmasked Estep 
Score: -3869824.750000 Penalty: 5183.768555
	Iteration 33Q: 3 clusters Score -3869825 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -3869818.250000 Penalty: 5183.768555
	Iteration 34Q: 3 clusters Score -3869818 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 26036 members 
Entering Unmasked Estep 
Score: -3869817.250000 Penalty: 5183.768555
	Iteration 35Q: 3 clusters Score -3869817 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -3869835.500000 Penalty: 5183.768555
	Iteration 36Q: 3 clusters Score -3869836 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 26119 members 
Entering Unmasked Estep 
Score: -3869834.250000 Penalty: 5183.768555
	Iteration 37Q: 3 clusters Score -3869834 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -3869836.750000 Penalty: 5183.768555
	Iteration 38Q: 3 clusters Score -3869837 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -3869846.500000 Penalty: 5183.768555
	Iteration 39Q: 3 clusters Score -3869846 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 26201 members 
Entering Unmasked Estep 
Score: -3869845.000000 Penalty: 5183.768555
	Iteration 40F: 3 clusters Score -3869845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 26225 members 
Entering Unmasked Estep 
Score: -3869844.500000 Penalty: 5183.768555
	Iteration 41Q: 3 clusters Score -3869844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -3869853.500000 Penalty: 5183.768555
	Iteration 42Q: 3 clusters Score -3869854 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 26305 members 
Entering Unmasked Estep 
Score: -3869856.250000 Penalty: 5183.768555
	Iteration 43Q: 3 clusters Score -3869856 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 26349 members 
Entering Unmasked Estep 
Score: -3869862.500000 Penalty: 5183.768555
	Iteration 44Q: 3 clusters Score -3869862 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 26386 members 
Entering Unmasked Estep 
Score: -3869873.500000 Penalty: 5183.768555
	Iteration 45Q: 3 clusters Score -3869874 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 26428 members 
Entering Unmasked Estep 
Score: -3869875.500000 Penalty: 5183.768555
	Iteration 46Q: 3 clusters Score -3869876 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -3869884.750000 Penalty: 5183.768555
	Iteration 47Q: 3 clusters Score -3869885 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -3869873.250000 Penalty: 5183.768555
	Iteration 48Q: 3 clusters Score -3869873 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8065 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -3869887.750000 Penalty: 5183.768555
	Iteration 49Q: 3 clusters Score -3869888 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -3869880.250000 Penalty: 5183.768555
	Iteration 50Q: 3 clusters Score -3869880 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -3869878.000000 Penalty: 5183.768555
	Iteration 51Q: 3 clusters Score -3869878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 26607 members 
Entering Unmasked Estep 
Score: -3869870.750000 Penalty: 5183.768555
	Iteration 52Q: 3 clusters Score -3869871 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 26628 members 
Entering Unmasked Estep 
Score: -3869881.500000 Penalty: 5183.768555
	Iteration 53Q: 3 clusters Score -3869882 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -3869885.500000 Penalty: 5183.768555
	Iteration 54Q: 3 clusters Score -3869886 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
Score: -3869885.250000 Penalty: 5183.768555
	Iteration 55Q: 3 clusters Score -3869885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 26674 members 
Entering Unmasked Estep 
Score: -3869892.750000 Penalty: 5183.768555
	Iteration 56Q: 3 clusters Score -3869893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 26684 members 
Entering Unmasked Estep 
Score: -3869897.500000 Penalty: 5183.768555
	Iteration 57Q: 3 clusters Score -3869898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 26690 members 
Entering Unmasked Estep 
Score: -3869897.000000 Penalty: 5183.768555
	Iteration 58Q: 3 clusters Score -3869897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -3869901.250000 Penalty: 5183.768555
	Iteration 59Q: 3 clusters Score -3869901 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 26703 members 
Entering Unmasked Estep 
Score: -3869894.250000 Penalty: 5183.768555
	Iteration 60F: 3 clusters Score -3869894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 26711 members 
Entering Unmasked Estep 
Score: -3869894.000000 Penalty: 5183.768555
	Iteration 61Q: 3 clusters Score -3869894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 26720 members 
Entering Unmasked Estep 
Score: -3869888.000000 Penalty: 5183.768555
	Iteration 62Q: 3 clusters Score -3869888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 26730 members 
Entering Unmasked Estep 
Score: -3869894.000000 Penalty: 5183.768555
	Iteration 63Q: 3 clusters Score -3869894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -3869892.750000 Penalty: 5183.768555
	Iteration 64Q: 3 clusters Score -3869893 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 26742 members 
Entering Unmasked Estep 
Score: -3869895.750000 Penalty: 5183.768555
	Iteration 65Q: 3 clusters Score -3869896 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -3869889.250000 Penalty: 5183.768555
	Iteration 66Q: 3 clusters Score -3869889 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -3869895.000000 Penalty: 5183.768555
	Iteration 67Q: 3 clusters Score -3869895 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -3869900.250000 Penalty: 5183.768555
	Iteration 68Q: 3 clusters Score -3869900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -3869896.000000 Penalty: 5183.768555
	Iteration 69Q: 3 clusters Score -3869896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -3869897.250000 Penalty: 5183.768555
	Iteration 70Q: 3 clusters Score -3869897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3869897.750000 Penalty: 5183.768555
	Iteration 71Q: 3 clusters Score -3869898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -3869897.750000 Penalty: 5183.768555
	Iteration 72F: 3 clusters Score -3869898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (26442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26442 members 
Entering Unmasked Estep 
Score: -3141577.250000 Penalty: 2525.311768
	Iteration 0F: 2 clusters Score -3141577 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -3123248.250000 Penalty: 5050.623535
	Iteration 0F: 3 clusters Score -3123248 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -3129597.500000 Penalty: 5050.623535
	Iteration 1F: 3 clusters Score -3129598 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -3130021.000000 Penalty: 5050.623535
	Iteration 2Q: 3 clusters Score -3130021 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12812 members 
Mstep: Class 2 contains 13630 members 
Entering Unmasked Estep 
Score: -3130356.250000 Penalty: 5050.623535
	Iteration 3Q: 3 clusters Score -3130356 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -3130666.000000 Penalty: 5050.623535
	Iteration 4Q: 3 clusters Score -3130666 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -3130942.000000 Penalty: 5050.623535
	Iteration 5Q: 3 clusters Score -3130942 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3131211.500000 Penalty: 5050.623535
	Iteration 6Q: 3 clusters Score -3131212 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -3131475.500000 Penalty: 5050.623535
	Iteration 7Q: 3 clusters Score -3131476 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -3131786.250000 Penalty: 5050.623535
	Iteration 8Q: 3 clusters Score -3131786 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12436 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -3132117.250000 Penalty: 5050.623535
	Iteration 9Q: 3 clusters Score -3132117 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12581 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -3132572.250000 Penalty: 5050.623535
	Iteration 10Q: 3 clusters Score -3132572 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -3133166.750000 Penalty: 5050.623535
	Iteration 11Q: 3 clusters Score -3133167 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -3133977.000000 Penalty: 5050.623535
	Iteration 12Q: 3 clusters Score -3133977 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3134850.250000 Penalty: 5050.623535
	Iteration 13F: 3 clusters Score -3134850 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -3135556.750000 Penalty: 5050.623535
	Iteration 14Q: 3 clusters Score -3135557 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13775 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -3135981.000000 Penalty: 5050.623535
	Iteration 15Q: 3 clusters Score -3135981 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -3136207.500000 Penalty: 5050.623535
	Iteration 16Q: 3 clusters Score -3136208 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3136351.500000 Penalty: 5050.623535
	Iteration 17Q: 3 clusters Score -3136352 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14366 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -3136442.250000 Penalty: 5050.623535
	Iteration 18Q: 3 clusters Score -3136442 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14551 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3136514.500000 Penalty: 5050.623535
	Iteration 19Q: 3 clusters Score -3136514 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -3136580.000000 Penalty: 5050.623535
	Iteration 20F: 3 clusters Score -3136580 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -3136650.750000 Penalty: 5050.623535
	Iteration 21Q: 3 clusters Score -3136651 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3136729.000000 Penalty: 5050.623535
	Iteration 22Q: 3 clusters Score -3136729 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15359 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -3136802.750000 Penalty: 5050.623535
	Iteration 23Q: 3 clusters Score -3136803 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -3136896.750000 Penalty: 5050.623535
	Iteration 24Q: 3 clusters Score -3136897 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 10610 members 
Entering Unmasked Estep 
Score: -3136970.750000 Penalty: 5050.623535
	Iteration 25Q: 3 clusters Score -3136971 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -3137029.000000 Penalty: 5050.623535
	Iteration 26Q: 3 clusters Score -3137029 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -3137077.750000 Penalty: 5050.623535
	Iteration 27Q: 3 clusters Score -3137078 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 10084 members 
Entering Unmasked Estep 
Score: -3137111.250000 Penalty: 5050.623535
	Iteration 28Q: 3 clusters Score -3137111 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -3137166.250000 Penalty: 5050.623535
	Iteration 29Q: 3 clusters Score -3137166 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 9810 members 
Entering Unmasked Estep 
Score: -3137208.000000 Penalty: 5050.623535
	Iteration 30Q: 3 clusters Score -3137208 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3137229.250000 Penalty: 5050.623535
	Iteration 31Q: 3 clusters Score -3137229 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 9542 members 
Entering Unmasked Estep 
Score: -3137261.250000 Penalty: 5050.623535
	Iteration 32Q: 3 clusters Score -3137261 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -3137269.250000 Penalty: 5050.623535
	Iteration 33Q: 3 clusters Score -3137269 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -3137292.000000 Penalty: 5050.623535
	Iteration 34Q: 3 clusters Score -3137292 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -3137328.250000 Penalty: 5050.623535
	Iteration 35Q: 3 clusters Score -3137328 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17404 members 
Mstep: Class 2 contains 9038 members 
Entering Unmasked Estep 
Score: -3137351.000000 Penalty: 5050.623535
	Iteration 36Q: 3 clusters Score -3137351 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -3137365.750000 Penalty: 5050.623535
	Iteration 37Q: 3 clusters Score -3137366 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 8790 members 
Entering Unmasked Estep 
Score: -3137399.250000 Penalty: 5050.623535
	Iteration 38Q: 3 clusters Score -3137399 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 8670 members 
Entering Unmasked Estep 
Score: -3137406.750000 Penalty: 5050.623535
	Iteration 39Q: 3 clusters Score -3137407 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -3137428.750000 Penalty: 5050.623535
	Iteration 40F: 3 clusters Score -3137429 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -3137434.750000 Penalty: 5050.623535
	Iteration 41Q: 3 clusters Score -3137435 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3137471.250000 Penalty: 5050.623535
	Iteration 42Q: 3 clusters Score -3137471 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18239 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -3137487.000000 Penalty: 5050.623535
	Iteration 43Q: 3 clusters Score -3137487 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18354 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -3137504.000000 Penalty: 5050.623535
	Iteration 44Q: 3 clusters Score -3137504 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -3137509.000000 Penalty: 5050.623535
	Iteration 45Q: 3 clusters Score -3137509 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -3137554.000000 Penalty: 5050.623535
	Iteration 46Q: 3 clusters Score -3137554 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3137581.250000 Penalty: 5050.623535
	Iteration 47Q: 3 clusters Score -3137581 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -3137615.000000 Penalty: 5050.623535
	Iteration 48Q: 3 clusters Score -3137615 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -3137643.250000 Penalty: 5050.623535
	Iteration 49Q: 3 clusters Score -3137643 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19202 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3137665.250000 Penalty: 5050.623535
	Iteration 50Q: 3 clusters Score -3137665 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -3137709.250000 Penalty: 5050.623535
	Iteration 51Q: 3 clusters Score -3137709 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -3137752.000000 Penalty: 5050.623535
	Iteration 52Q: 3 clusters Score -3137752 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -3137786.500000 Penalty: 5050.623535
	Iteration 53Q: 3 clusters Score -3137786 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -3137819.000000 Penalty: 5050.623535
	Iteration 54Q: 3 clusters Score -3137819 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3137858.250000 Penalty: 5050.623535
	Iteration 55Q: 3 clusters Score -3137858 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20254 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -3137883.250000 Penalty: 5050.623535
	Iteration 56Q: 3 clusters Score -3137883 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3137931.500000 Penalty: 5050.623535
	Iteration 57Q: 3 clusters Score -3137932 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20611 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -3137974.750000 Penalty: 5050.623535
	Iteration 58Q: 3 clusters Score -3137975 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20790 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -3138035.750000 Penalty: 5050.623535
	Iteration 59Q: 3 clusters Score -3138036 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3138088.500000 Penalty: 5050.623535
	Iteration 60F: 3 clusters Score -3138088 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -3138142.500000 Penalty: 5050.623535
	Iteration 61Q: 3 clusters Score -3138142 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3138194.000000 Penalty: 5050.623535
	Iteration 62Q: 3 clusters Score -3138194 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3138245.000000 Penalty: 5050.623535
	Iteration 63Q: 3 clusters Score -3138245 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21791 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -3138288.750000 Penalty: 5050.623535
	Iteration 64Q: 3 clusters Score -3138289 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -3138335.750000 Penalty: 5050.623535
	Iteration 65Q: 3 clusters Score -3138336 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3138375.250000 Penalty: 5050.623535
	Iteration 66Q: 3 clusters Score -3138375 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3138413.500000 Penalty: 5050.623535
	Iteration 67Q: 3 clusters Score -3138414 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -3138447.000000 Penalty: 5050.623535
	Iteration 68Q: 3 clusters Score -3138447 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22520 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3138490.750000 Penalty: 5050.623535
	Iteration 69Q: 3 clusters Score -3138491 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22671 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -3138525.500000 Penalty: 5050.623535
	Iteration 70Q: 3 clusters Score -3138526 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3138585.250000 Penalty: 5050.623535
	Iteration 71Q: 3 clusters Score -3138585 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22947 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -3138628.000000 Penalty: 5050.623535
	Iteration 72Q: 3 clusters Score -3138628 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3138673.750000 Penalty: 5050.623535
	Iteration 73Q: 3 clusters Score -3138674 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -3138700.500000 Penalty: 5050.623535
	Iteration 74Q: 3 clusters Score -3138700 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -3138737.000000 Penalty: 5050.623535
	Iteration 75Q: 3 clusters Score -3138737 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -3138779.000000 Penalty: 5050.623535
	Iteration 76Q: 3 clusters Score -3138779 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -3138808.750000 Penalty: 5050.623535
	Iteration 77Q: 3 clusters Score -3138809 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23652 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -3138846.000000 Penalty: 5050.623535
	Iteration 78Q: 3 clusters Score -3138846 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23769 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -3138881.250000 Penalty: 5050.623535
	Iteration 79Q: 3 clusters Score -3138881 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -3138934.000000 Penalty: 5050.623535
	Iteration 80F: 3 clusters Score -3138934 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -3138977.250000 Penalty: 5050.623535
	Iteration 81Q: 3 clusters Score -3138977 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24092 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -3139008.000000 Penalty: 5050.623535
	Iteration 82Q: 3 clusters Score -3139008 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -3139047.750000 Penalty: 5050.623535
	Iteration 83Q: 3 clusters Score -3139048 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -3139072.000000 Penalty: 5050.623535
	Iteration 84Q: 3 clusters Score -3139072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3139105.750000 Penalty: 5050.623535
	Iteration 85Q: 3 clusters Score -3139106 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24415 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3139128.500000 Penalty: 5050.623535
	Iteration 86Q: 3 clusters Score -3139128 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -3139163.500000 Penalty: 5050.623535
	Iteration 87Q: 3 clusters Score -3139164 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3139181.750000 Penalty: 5050.623535
	Iteration 88Q: 3 clusters Score -3139182 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24569 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3139192.000000 Penalty: 5050.623535
	Iteration 89Q: 3 clusters Score -3139192 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24618 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -3139212.000000 Penalty: 5050.623535
	Iteration 90Q: 3 clusters Score -3139212 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -3139219.250000 Penalty: 5050.623535
	Iteration 91Q: 3 clusters Score -3139219 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -3139218.250000 Penalty: 5050.623535
	Iteration 92Q: 3 clusters Score -3139218 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24700 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3139223.000000 Penalty: 5050.623535
	Iteration 93Q: 3 clusters Score -3139223 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -3139237.750000 Penalty: 5050.623535
	Iteration 94Q: 3 clusters Score -3139238 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24760 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -3139249.250000 Penalty: 5050.623535
	Iteration 95Q: 3 clusters Score -3139249 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -3139257.250000 Penalty: 5050.623535
	Iteration 96Q: 3 clusters Score -3139257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -3139272.500000 Penalty: 5050.623535
	Iteration 97Q: 3 clusters Score -3139272 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -3139280.000000 Penalty: 5050.623535
	Iteration 98Q: 3 clusters Score -3139280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24858 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -3139281.500000 Penalty: 5050.623535
	Iteration 99Q: 3 clusters Score -3139282 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24870 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3139286.250000 Penalty: 5050.623535
	Iteration 100F: 3 clusters Score -3139286 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3139289.750000 Penalty: 5050.623535
	Iteration 101Q: 3 clusters Score -3139290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3139287.000000 Penalty: 5050.623535
	Iteration 102Q: 3 clusters Score -3139287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -3139288.500000 Penalty: 5050.623535
	Iteration 103Q: 3 clusters Score -3139288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3139289.750000 Penalty: 5050.623535
	Iteration 104Q: 3 clusters Score -3139290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3139290.250000 Penalty: 5050.623535
	Iteration 105Q: 3 clusters Score -3139290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24904 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3139290.250000 Penalty: 5050.623535
	Iteration 106F: 3 clusters Score -3139290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3578 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Entering Unmasked Estep 
Score: -405924.531250 Penalty: 2029.274658
	Iteration 0F: 2 clusters Score -405924.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -402248.156250 Penalty: 4058.549316
	Iteration 0F: 3 clusters Score -402248.2 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -403034.187500 Penalty: 4058.549316
	Iteration 1F: 3 clusters Score -403034.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -403210.343750 Penalty: 4058.549316
	Iteration 2F: 3 clusters Score -403210.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -403308.625000 Penalty: 4058.549316
	Iteration 3Q: 3 clusters Score -403308.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -403370.375000 Penalty: 4058.549316
	Iteration 4Q: 3 clusters Score -403370.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -403413.562500 Penalty: 4058.549316
	Iteration 5Q: 3 clusters Score -403413.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -403440.875000 Penalty: 4058.549316
	Iteration 6Q: 3 clusters Score -403440.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -403467.812500 Penalty: 4058.549316
	Iteration 7Q: 3 clusters Score -403467.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -403486.406250 Penalty: 4058.549316
	Iteration 8Q: 3 clusters Score -403486.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -403501.781250 Penalty: 4058.549316
	Iteration 9Q: 3 clusters Score -403501.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -403514.656250 Penalty: 4058.549316
	Iteration 10Q: 3 clusters Score -403514.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -403529.031250 Penalty: 4058.549316
	Iteration 11Q: 3 clusters Score -403529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -403541.812500 Penalty: 4058.549316
	Iteration 12Q: 3 clusters Score -403541.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -403552.843750 Penalty: 4058.549316
	Iteration 13Q: 3 clusters Score -403552.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -403565.281250 Penalty: 4058.549316
	Iteration 14Q: 3 clusters Score -403565.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -403576.281250 Penalty: 4058.549316
	Iteration 15Q: 3 clusters Score -403576.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -403585.343750 Penalty: 4058.549316
	Iteration 16Q: 3 clusters Score -403585.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -403593.625000 Penalty: 4058.549316
	Iteration 17Q: 3 clusters Score -403593.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -403604.906250 Penalty: 4058.549316
	Iteration 18Q: 3 clusters Score -403604.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -403613.281250 Penalty: 4058.549316
	Iteration 19Q: 3 clusters Score -403613.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -403619.781250 Penalty: 4058.549316
	Iteration 20F: 3 clusters Score -403619.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -403628.250000 Penalty: 4058.549316
	Iteration 21Q: 3 clusters Score -403628.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -403635.687500 Penalty: 4058.549316
	Iteration 22Q: 3 clusters Score -403635.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -403640.187500 Penalty: 4058.549316
	Iteration 23Q: 3 clusters Score -403640.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -403645.531250 Penalty: 4058.549316
	Iteration 24Q: 3 clusters Score -403645.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -403651.343750 Penalty: 4058.549316
	Iteration 25Q: 3 clusters Score -403651.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -403658.093750 Penalty: 4058.549316
	Iteration 26Q: 3 clusters Score -403658.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -403664.750000 Penalty: 4058.549316
	Iteration 27Q: 3 clusters Score -403664.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -403672.125000 Penalty: 4058.549316
	Iteration 28Q: 3 clusters Score -403672.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -403686.062500 Penalty: 4058.549316
	Iteration 29Q: 3 clusters Score -403686.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -403701.437500 Penalty: 4058.549316
	Iteration 30Q: 3 clusters Score -403701.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -403711.218750 Penalty: 4058.549316
	Iteration 31Q: 3 clusters Score -403711.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -403719.375000 Penalty: 4058.549316
	Iteration 32Q: 3 clusters Score -403719.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -403727.125000 Penalty: 4058.549316
	Iteration 33Q: 3 clusters Score -403727.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -403735.312500 Penalty: 4058.549316
	Iteration 34Q: 3 clusters Score -403735.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -403745.593750 Penalty: 4058.549316
	Iteration 35Q: 3 clusters Score -403745.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -403754.625000 Penalty: 4058.549316
	Iteration 36Q: 3 clusters Score -403754.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -403762.531250 Penalty: 4058.549316
	Iteration 37Q: 3 clusters Score -403762.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -403769.000000 Penalty: 4058.549316
	Iteration 38Q: 3 clusters Score -403769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -403776.968750 Penalty: 4058.549316
	Iteration 39Q: 3 clusters Score -403777 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -403784.968750 Penalty: 4058.549316
	Iteration 40F: 3 clusters Score -403785 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -403797.187500 Penalty: 4058.549316
	Iteration 41Q: 3 clusters Score -403797.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -403808.718750 Penalty: 4058.549316
	Iteration 42Q: 3 clusters Score -403808.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -403816.687500 Penalty: 4058.549316
	Iteration 43Q: 3 clusters Score -403816.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -403829.500000 Penalty: 4058.549316
	Iteration 44Q: 3 clusters Score -403829.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -403841.812500 Penalty: 4058.549316
	Iteration 45Q: 3 clusters Score -403841.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -403854.437500 Penalty: 4058.549316
	Iteration 46Q: 3 clusters Score -403854.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -403868.468750 Penalty: 4058.549316
	Iteration 47Q: 3 clusters Score -403868.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -403884.125000 Penalty: 4058.549316
	Iteration 48Q: 3 clusters Score -403884.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -403900.156250 Penalty: 4058.549316
	Iteration 49Q: 3 clusters Score -403900.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -403916.406250 Penalty: 4058.549316
	Iteration 50Q: 3 clusters Score -403916.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -403925.906250 Penalty: 4058.549316
	Iteration 51Q: 3 clusters Score -403925.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -403938.093750 Penalty: 4058.549316
	Iteration 52Q: 3 clusters Score -403938.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -403948.718750 Penalty: 4058.549316
	Iteration 53Q: 3 clusters Score -403948.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -403959.625000 Penalty: 4058.549316
	Iteration 54Q: 3 clusters Score -403959.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -403972.218750 Penalty: 4058.549316
	Iteration 55Q: 3 clusters Score -403972.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -403980.781250 Penalty: 4058.549316
	Iteration 56Q: 3 clusters Score -403980.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -403987.843750 Penalty: 4058.549316
	Iteration 57Q: 3 clusters Score -403987.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -403998.968750 Penalty: 4058.549316
	Iteration 58Q: 3 clusters Score -403999 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -404008.843750 Penalty: 4058.549316
	Iteration 59Q: 3 clusters Score -404008.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -404015.937500 Penalty: 4058.549316
	Iteration 60F: 3 clusters Score -404015.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -404020.250000 Penalty: 4058.549316
	Iteration 61Q: 3 clusters Score -404020.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -404023.625000 Penalty: 4058.549316
	Iteration 62Q: 3 clusters Score -404023.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -404028.500000 Penalty: 4058.549316
	Iteration 63Q: 3 clusters Score -404028.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -404033.906250 Penalty: 4058.549316
	Iteration 64Q: 3 clusters Score -404033.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -404038.593750 Penalty: 4058.549316
	Iteration 65Q: 3 clusters Score -404038.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -404042.812500 Penalty: 4058.549316
	Iteration 66Q: 3 clusters Score -404042.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -404046.406250 Penalty: 4058.549316
	Iteration 67Q: 3 clusters Score -404046.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -404054.156250 Penalty: 4058.549316
	Iteration 68Q: 3 clusters Score -404054.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -404059.375000 Penalty: 4058.549316
	Iteration 69Q: 3 clusters Score -404059.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -404062.625000 Penalty: 4058.549316
	Iteration 70Q: 3 clusters Score -404062.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -404065.000000 Penalty: 4058.549316
	Iteration 71Q: 3 clusters Score -404065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -404069.656250 Penalty: 4058.549316
	Iteration 72Q: 3 clusters Score -404069.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -404071.718750 Penalty: 4058.549316
	Iteration 73Q: 3 clusters Score -404071.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -404074.312500 Penalty: 4058.549316
	Iteration 74Q: 3 clusters Score -404074.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -404077.281250 Penalty: 4058.549316
	Iteration 75Q: 3 clusters Score -404077.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -404078.656250 Penalty: 4058.549316
	Iteration 76Q: 3 clusters Score -404078.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -404079.625000 Penalty: 4058.549316
	Iteration 77Q: 3 clusters Score -404079.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -404080.937500 Penalty: 4058.549316
	Iteration 78Q: 3 clusters Score -404080.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -404081.937500 Penalty: 4058.549316
	Iteration 79Q: 3 clusters Score -404081.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -404083.625000 Penalty: 4058.549316
	Iteration 80F: 3 clusters Score -404083.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Entering Unmasked Estep 
Score: -880346.375000 Penalty: 2253.558594
	Iteration 0F: 2 clusters Score -880346.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -873451.750000 Penalty: 4507.117188
	Iteration 0F: 3 clusters Score -873451.8 nChanged 3646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -875642.625000 Penalty: 4507.117188
	Iteration 1F: 3 clusters Score -875642.6 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -876236.875000 Penalty: 4507.117188
	Iteration 2F: 3 clusters Score -876236.9 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -876828.437500 Penalty: 4507.117188
	Iteration 3F: 3 clusters Score -876828.4 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -877385.687500 Penalty: 4507.117188
	Iteration 4F: 3 clusters Score -877385.7 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -877765.500000 Penalty: 4507.117188
	Iteration 5F: 3 clusters Score -877765.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -878013.562500 Penalty: 4507.117188
	Iteration 6Q: 3 clusters Score -878013.6 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -878167.375000 Penalty: 4507.117188
	Iteration 7Q: 3 clusters Score -878167.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -878276.937500 Penalty: 4507.117188
	Iteration 8Q: 3 clusters Score -878276.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -878362.250000 Penalty: 4507.117188
	Iteration 9Q: 3 clusters Score -878362.2 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -878431.312500 Penalty: 4507.117188
	Iteration 10Q: 3 clusters Score -878431.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -878479.125000 Penalty: 4507.117188
	Iteration 11Q: 3 clusters Score -878479.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -878516.500000 Penalty: 4507.117188
	Iteration 12Q: 3 clusters Score -878516.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -878557.625000 Penalty: 4507.117188
	Iteration 13Q: 3 clusters Score -878557.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -878592.687500 Penalty: 4507.117188
	Iteration 14Q: 3 clusters Score -878592.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -878628.687500 Penalty: 4507.117188
	Iteration 15Q: 3 clusters Score -878628.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -878661.250000 Penalty: 4507.117188
	Iteration 16Q: 3 clusters Score -878661.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -878683.000000 Penalty: 4507.117188
	Iteration 17Q: 3 clusters Score -878683 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -878701.187500 Penalty: 4507.117188
	Iteration 18Q: 3 clusters Score -878701.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -878719.500000 Penalty: 4507.117188
	Iteration 19Q: 3 clusters Score -878719.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -878737.125000 Penalty: 4507.117188
	Iteration 20F: 3 clusters Score -878737.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -878754.625000 Penalty: 4507.117188
	Iteration 21Q: 3 clusters Score -878754.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -878775.250000 Penalty: 4507.117188
	Iteration 22Q: 3 clusters Score -878775.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -878796.125000 Penalty: 4507.117188
	Iteration 23Q: 3 clusters Score -878796.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -878813.812500 Penalty: 4507.117188
	Iteration 24Q: 3 clusters Score -878813.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -878830.625000 Penalty: 4507.117188
	Iteration 25Q: 3 clusters Score -878830.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -878844.812500 Penalty: 4507.117188
	Iteration 26Q: 3 clusters Score -878844.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -878854.250000 Penalty: 4507.117188
	Iteration 27Q: 3 clusters Score -878854.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -878866.687500 Penalty: 4507.117188
	Iteration 28Q: 3 clusters Score -878866.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -878882.062500 Penalty: 4507.117188
	Iteration 29Q: 3 clusters Score -878882.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -878905.187500 Penalty: 4507.117188
	Iteration 30Q: 3 clusters Score -878905.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -878926.437500 Penalty: 4507.117188
	Iteration 31Q: 3 clusters Score -878926.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -878945.812500 Penalty: 4507.117188
	Iteration 32Q: 3 clusters Score -878945.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -878967.875000 Penalty: 4507.117188
	Iteration 33Q: 3 clusters Score -878967.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -878986.312500 Penalty: 4507.117188
	Iteration 34Q: 3 clusters Score -878986.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4004 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -879003.000000 Penalty: 4507.117188
	Iteration 35Q: 3 clusters Score -879003 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -879016.437500 Penalty: 4507.117188
	Iteration 36Q: 3 clusters Score -879016.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -879023.562500 Penalty: 4507.117188
	Iteration 37Q: 3 clusters Score -879023.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -879032.500000 Penalty: 4507.117188
	Iteration 38Q: 3 clusters Score -879032.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -879039.312500 Penalty: 4507.117188
	Iteration 39Q: 3 clusters Score -879039.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -879042.062500 Penalty: 4507.117188
	Iteration 40F: 3 clusters Score -879042.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -879048.062500 Penalty: 4507.117188
	Iteration 41Q: 3 clusters Score -879048.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -879051.375000 Penalty: 4507.117188
	Iteration 42Q: 3 clusters Score -879051.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -879055.750000 Penalty: 4507.117188
	Iteration 43Q: 3 clusters Score -879055.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -879054.062500 Penalty: 4507.117188
	Iteration 44Q: 3 clusters Score -879054.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -879055.875000 Penalty: 4507.117188
	Iteration 45Q: 3 clusters Score -879055.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -879057.062500 Penalty: 4507.117188
	Iteration 46Q: 3 clusters Score -879057.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -879058.937500 Penalty: 4507.117188
	Iteration 47Q: 3 clusters Score -879058.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -879060.875000 Penalty: 4507.117188
	Iteration 48Q: 3 clusters Score -879060.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -879061.687500 Penalty: 4507.117188
	Iteration 49Q: 3 clusters Score -879061.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -879062.000000 Penalty: 4507.117188
	Iteration 50Q: 3 clusters Score -879062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -879061.375000 Penalty: 4507.117188
	Iteration 51Q: 3 clusters Score -879061.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -879061.187500 Penalty: 4507.117188
	Iteration 52Q: 3 clusters Score -879061.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -879060.750000 Penalty: 4507.117188
	Iteration 53Q: 3 clusters Score -879060.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -879061.937500 Penalty: 4507.117188
	Iteration 54Q: 3 clusters Score -879061.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -879061.312500 Penalty: 4507.117188
	Iteration 55Q: 3 clusters Score -879061.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -879061.312500 Penalty: 4507.117188
	Iteration 56F: 3 clusters Score -879061.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Entering Unmasked Estep 
Score: -1547184.875000 Penalty: 2348.638672
	Iteration 0F: 2 clusters Score -1547185 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -1537575.125000 Penalty: 4697.277344
	Iteration 0F: 3 clusters Score -1537575 nChanged 5569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 6440 members 
Entering Unmasked Estep 
Score: -1540430.250000 Penalty: 4697.277344
	Iteration 1F: 3 clusters Score -1540430 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1540761.625000 Penalty: 4697.277344
	Iteration 2F: 3 clusters Score -1540762 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1541077.500000 Penalty: 4697.277344
	Iteration 3F: 3 clusters Score -1541078 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 6257 members 
Entering Unmasked Estep 
Score: -1541388.000000 Penalty: 4697.277344
	Iteration 4Q: 3 clusters Score -1541388 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -1541709.875000 Penalty: 4697.277344
	Iteration 5Q: 3 clusters Score -1541710 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1542118.125000 Penalty: 4697.277344
	Iteration 6Q: 3 clusters Score -1542118 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1542590.000000 Penalty: 4697.277344
	Iteration 7F: 3 clusters Score -1542590 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 5655 members 
Entering Unmasked Estep 
Score: -1543138.500000 Penalty: 4697.277344
	Iteration 8F: 3 clusters Score -1543138 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1543690.375000 Penalty: 4697.277344
	Iteration 9F: 3 clusters Score -1543690 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1544179.625000 Penalty: 4697.277344
	Iteration 10Q: 3 clusters Score -1544180 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1544564.625000 Penalty: 4697.277344
	Iteration 11Q: 3 clusters Score -1544565 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1544800.875000 Penalty: 4697.277344
	Iteration 12Q: 3 clusters Score -1544801 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -1544940.375000 Penalty: 4697.277344
	Iteration 13Q: 3 clusters Score -1544940 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -1545006.750000 Penalty: 4697.277344
	Iteration 14Q: 3 clusters Score -1545007 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1545068.125000 Penalty: 4697.277344
	Iteration 15Q: 3 clusters Score -1545068 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 5707 members 
Entering Unmasked Estep 
Score: -1545125.500000 Penalty: 4697.277344
	Iteration 16Q: 3 clusters Score -1545126 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1545165.750000 Penalty: 4697.277344
	Iteration 17Q: 3 clusters Score -1545166 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 5724 members 
Entering Unmasked Estep 
Score: -1545208.750000 Penalty: 4697.277344
	Iteration 18Q: 3 clusters Score -1545209 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1545240.500000 Penalty: 4697.277344
	Iteration 19Q: 3 clusters Score -1545240 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -1545267.125000 Penalty: 4697.277344
	Iteration 20F: 3 clusters Score -1545267 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1545295.375000 Penalty: 4697.277344
	Iteration 21Q: 3 clusters Score -1545295 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1545308.250000 Penalty: 4697.277344
	Iteration 22Q: 3 clusters Score -1545308 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1545320.625000 Penalty: 4697.277344
	Iteration 23Q: 3 clusters Score -1545321 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1545341.750000 Penalty: 4697.277344
	Iteration 24Q: 3 clusters Score -1545342 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1545353.250000 Penalty: 4697.277344
	Iteration 25Q: 3 clusters Score -1545353 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1545368.000000 Penalty: 4697.277344
	Iteration 26Q: 3 clusters Score -1545368 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1545383.875000 Penalty: 4697.277344
	Iteration 27Q: 3 clusters Score -1545384 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 5907 members 
Entering Unmasked Estep 
Score: -1545393.750000 Penalty: 4697.277344
	Iteration 28Q: 3 clusters Score -1545394 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1545413.750000 Penalty: 4697.277344
	Iteration 29Q: 3 clusters Score -1545414 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -1545428.125000 Penalty: 4697.277344
	Iteration 30Q: 3 clusters Score -1545428 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1545449.250000 Penalty: 4697.277344
	Iteration 31Q: 3 clusters Score -1545449 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1545463.000000 Penalty: 4697.277344
	Iteration 32Q: 3 clusters Score -1545463 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1545482.500000 Penalty: 4697.277344
	Iteration 33Q: 3 clusters Score -1545482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1545500.750000 Penalty: 4697.277344
	Iteration 34Q: 3 clusters Score -1545501 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1545516.875000 Penalty: 4697.277344
	Iteration 35Q: 3 clusters Score -1545517 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1545518.250000 Penalty: 4697.277344
	Iteration 36Q: 3 clusters Score -1545518 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6924 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -1545531.375000 Penalty: 4697.277344
	Iteration 37Q: 3 clusters Score -1545531 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -1545546.500000 Penalty: 4697.277344
	Iteration 38Q: 3 clusters Score -1545546 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1545552.125000 Penalty: 4697.277344
	Iteration 39Q: 3 clusters Score -1545552 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -1545567.625000 Penalty: 4697.277344
	Iteration 40F: 3 clusters Score -1545568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1545582.375000 Penalty: 4697.277344
	Iteration 41Q: 3 clusters Score -1545582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -1545588.625000 Penalty: 4697.277344
	Iteration 42Q: 3 clusters Score -1545589 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1545594.500000 Penalty: 4697.277344
	Iteration 43Q: 3 clusters Score -1545594 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1545601.125000 Penalty: 4697.277344
	Iteration 44Q: 3 clusters Score -1545601 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -1545610.125000 Penalty: 4697.277344
	Iteration 45Q: 3 clusters Score -1545610 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1545618.375000 Penalty: 4697.277344
	Iteration 46Q: 3 clusters Score -1545618 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -1545626.625000 Penalty: 4697.277344
	Iteration 47Q: 3 clusters Score -1545627 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -1545637.125000 Penalty: 4697.277344
	Iteration 48Q: 3 clusters Score -1545637 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1545652.000000 Penalty: 4697.277344
	Iteration 49Q: 3 clusters Score -1545652 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1545657.625000 Penalty: 4697.277344
	Iteration 50Q: 3 clusters Score -1545658 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1545665.375000 Penalty: 4697.277344
	Iteration 51Q: 3 clusters Score -1545665 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -1545670.375000 Penalty: 4697.277344
	Iteration 52Q: 3 clusters Score -1545670 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1545671.875000 Penalty: 4697.277344
	Iteration 53Q: 3 clusters Score -1545672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1545678.750000 Penalty: 4697.277344
	Iteration 54Q: 3 clusters Score -1545679 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -1545679.375000 Penalty: 4697.277344
	Iteration 55Q: 3 clusters Score -1545679 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1545687.375000 Penalty: 4697.277344
	Iteration 56Q: 3 clusters Score -1545687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1545688.500000 Penalty: 4697.277344
	Iteration 57Q: 3 clusters Score -1545688 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -1545689.750000 Penalty: 4697.277344
	Iteration 58Q: 3 clusters Score -1545690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -1545691.750000 Penalty: 4697.277344
	Iteration 59Q: 3 clusters Score -1545692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -1545687.750000 Penalty: 4697.277344
	Iteration 60F: 3 clusters Score -1545688 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1545691.250000 Penalty: 4697.277344
	Iteration 61Q: 3 clusters Score -1545691 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1545693.250000 Penalty: 4697.277344
	Iteration 62Q: 3 clusters Score -1545693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1545692.500000 Penalty: 4697.277344
	Iteration 63Q: 3 clusters Score -1545692 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -1545692.000000 Penalty: 4697.277344
	Iteration 64Q: 3 clusters Score -1545692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6867 members 
Mstep: Class 2 contains 6102 members 
Entering Unmasked Estep 
Score: -1545691.500000 Penalty: 4697.277344
	Iteration 65Q: 3 clusters Score -1545692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1545691.375000 Penalty: 4697.277344
	Iteration 66Q: 3 clusters Score -1545691 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1545691.375000 Penalty: 4697.277344
	Iteration 67Q: 3 clusters Score -1545691 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1545691.375000 Penalty: 4697.277344
	Iteration 68F: 3 clusters Score -1545691 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (35063 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Entering Unmasked Estep 
Score: -4197268.000000 Penalty: 2595.295654
	Iteration 0F: 2 clusters Score -4197268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -4173265.000000 Penalty: 5190.591309
	Iteration 0F: 3 clusters Score -4173265 nChanged 15986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17145 members 
Mstep: Class 2 contains 17918 members 
Entering Unmasked Estep 
Score: -4182130.500000 Penalty: 5190.591309
	Iteration 1F: 3 clusters Score -4182130 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -4182685.750000 Penalty: 5190.591309
	Iteration 2Q: 3 clusters Score -4182686 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 18561 members 
Entering Unmasked Estep 
Score: -4183237.750000 Penalty: 5190.591309
	Iteration 3Q: 3 clusters Score -4183238 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16105 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -4183774.500000 Penalty: 5190.591309
	Iteration 4Q: 3 clusters Score -4183774 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -4184387.500000 Penalty: 5190.591309
	Iteration 5Q: 3 clusters Score -4184388 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -4185104.750000 Penalty: 5190.591309
	Iteration 6Q: 3 clusters Score -4185105 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -4186000.500000 Penalty: 5190.591309
	Iteration 7Q: 3 clusters Score -4186000 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4187188.750000 Penalty: 5190.591309
	Iteration 8F: 3 clusters Score -4187189 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 22166 members 
Entering Unmasked Estep 
Score: -4188505.500000 Penalty: 5190.591309
	Iteration 9F: 3 clusters Score -4188506 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12364 members 
Mstep: Class 2 contains 22699 members 
Entering Unmasked Estep 
Score: -4189708.250000 Penalty: 5190.591309
	Iteration 10F: 3 clusters Score -4189708 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -4190645.000000 Penalty: 5190.591309
	Iteration 11Q: 3 clusters Score -4190645 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -4191248.500000 Penalty: 5190.591309
	Iteration 12Q: 3 clusters Score -4191248 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -4191616.750000 Penalty: 5190.591309
	Iteration 13Q: 3 clusters Score -4191617 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -4191848.750000 Penalty: 5190.591309
	Iteration 14Q: 3 clusters Score -4191849 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -4192054.750000 Penalty: 5190.591309
	Iteration 15Q: 3 clusters Score -4192055 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4192180.250000 Penalty: 5190.591309
	Iteration 16Q: 3 clusters Score -4192180 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 24510 members 
Entering Unmasked Estep 
Score: -4192300.000000 Penalty: 5190.591309
	Iteration 17Q: 3 clusters Score -4192300 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -4192428.250000 Penalty: 5190.591309
	Iteration 18Q: 3 clusters Score -4192428 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 24947 members 
Entering Unmasked Estep 
Score: -4192502.000000 Penalty: 5190.591309
	Iteration 19Q: 3 clusters Score -4192502 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -4192594.250000 Penalty: 5190.591309
	Iteration 20F: 3 clusters Score -4192594 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 25365 members 
Entering Unmasked Estep 
Score: -4192666.250000 Penalty: 5190.591309
	Iteration 21Q: 3 clusters Score -4192666 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -4192728.250000 Penalty: 5190.591309
	Iteration 22Q: 3 clusters Score -4192728 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -4192778.250000 Penalty: 5190.591309
	Iteration 23Q: 3 clusters Score -4192778 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -4192824.750000 Penalty: 5190.591309
	Iteration 24Q: 3 clusters Score -4192825 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -4192859.500000 Penalty: 5190.591309
	Iteration 25Q: 3 clusters Score -4192860 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -4192895.750000 Penalty: 5190.591309
	Iteration 26Q: 3 clusters Score -4192896 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 26137 members 
Entering Unmasked Estep 
Score: -4192934.000000 Penalty: 5190.591309
	Iteration 27Q: 3 clusters Score -4192934 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8811 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -4192959.250000 Penalty: 5190.591309
	Iteration 28Q: 3 clusters Score -4192959 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -4192988.250000 Penalty: 5190.591309
	Iteration 29Q: 3 clusters Score -4192988 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 26478 members 
Entering Unmasked Estep 
Score: -4193005.000000 Penalty: 5190.591309
	Iteration 30Q: 3 clusters Score -4193005 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 26587 members 
Entering Unmasked Estep 
Score: -4193033.250000 Penalty: 5190.591309
	Iteration 31Q: 3 clusters Score -4193033 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -4193044.250000 Penalty: 5190.591309
	Iteration 32Q: 3 clusters Score -4193044 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -4193073.000000 Penalty: 5190.591309
	Iteration 33Q: 3 clusters Score -4193073 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -4193088.750000 Penalty: 5190.591309
	Iteration 34Q: 3 clusters Score -4193089 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -4193126.000000 Penalty: 5190.591309
	Iteration 35Q: 3 clusters Score -4193126 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 27175 members 
Entering Unmasked Estep 
Score: -4193170.250000 Penalty: 5190.591309
	Iteration 36Q: 3 clusters Score -4193170 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -4193215.500000 Penalty: 5190.591309
	Iteration 37Q: 3 clusters Score -4193216 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -4193223.750000 Penalty: 5190.591309
	Iteration 38Q: 3 clusters Score -4193224 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7427 members 
Mstep: Class 2 contains 27636 members 
Entering Unmasked Estep 
Score: -4193242.750000 Penalty: 5190.591309
	Iteration 39Q: 3 clusters Score -4193243 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -4193265.750000 Penalty: 5190.591309
	Iteration 40F: 3 clusters Score -4193266 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -4193297.250000 Penalty: 5190.591309
	Iteration 41Q: 3 clusters Score -4193297 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -4193324.500000 Penalty: 5190.591309
	Iteration 42Q: 3 clusters Score -4193324 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -4193348.500000 Penalty: 5190.591309
	Iteration 43Q: 3 clusters Score -4193348 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 28369 members 
Entering Unmasked Estep 
Score: -4193371.750000 Penalty: 5190.591309
	Iteration 44Q: 3 clusters Score -4193372 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 28518 members 
Entering Unmasked Estep 
Score: -4193385.250000 Penalty: 5190.591309
	Iteration 45Q: 3 clusters Score -4193385 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -4193397.500000 Penalty: 5190.591309
	Iteration 46Q: 3 clusters Score -4193398 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -4193433.750000 Penalty: 5190.591309
	Iteration 47Q: 3 clusters Score -4193434 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 28984 members 
Entering Unmasked Estep 
Score: -4193478.250000 Penalty: 5190.591309
	Iteration 48Q: 3 clusters Score -4193478 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 29161 members 
Entering Unmasked Estep 
Score: -4193521.500000 Penalty: 5190.591309
	Iteration 49Q: 3 clusters Score -4193522 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 29323 members 
Entering Unmasked Estep 
Score: -4193561.000000 Penalty: 5190.591309
	Iteration 50Q: 3 clusters Score -4193561 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -4193583.250000 Penalty: 5190.591309
	Iteration 51Q: 3 clusters Score -4193583 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -4193605.000000 Penalty: 5190.591309
	Iteration 52Q: 3 clusters Score -4193605 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -4193635.750000 Penalty: 5190.591309
	Iteration 53Q: 3 clusters Score -4193636 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 29957 members 
Entering Unmasked Estep 
Score: -4193682.750000 Penalty: 5190.591309
	Iteration 54Q: 3 clusters Score -4193683 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -4193729.500000 Penalty: 5190.591309
	Iteration 55Q: 3 clusters Score -4193730 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -4193769.750000 Penalty: 5190.591309
	Iteration 56Q: 3 clusters Score -4193770 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 30453 members 
Entering Unmasked Estep 
Score: -4193809.000000 Penalty: 5190.591309
	Iteration 57Q: 3 clusters Score -4193809 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 30644 members 
Entering Unmasked Estep 
Score: -4193868.000000 Penalty: 5190.591309
	Iteration 58Q: 3 clusters Score -4193868 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -4193918.750000 Penalty: 5190.591309
	Iteration 59Q: 3 clusters Score -4193919 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 31038 members 
Entering Unmasked Estep 
Score: -4193971.250000 Penalty: 5190.591309
	Iteration 60F: 3 clusters Score -4193971 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 31227 members 
Entering Unmasked Estep 
Score: -4194047.750000 Penalty: 5190.591309
	Iteration 61Q: 3 clusters Score -4194048 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -4194098.500000 Penalty: 5190.591309
	Iteration 62Q: 3 clusters Score -4194098 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -4194161.500000 Penalty: 5190.591309
	Iteration 63Q: 3 clusters Score -4194162 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -4194205.500000 Penalty: 5190.591309
	Iteration 64Q: 3 clusters Score -4194206 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3122 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -4194261.250000 Penalty: 5190.591309
	Iteration 65Q: 3 clusters Score -4194261 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 32104 members 
Entering Unmasked Estep 
Score: -4194333.000000 Penalty: 5190.591309
	Iteration 66Q: 3 clusters Score -4194333 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 32263 members 
Entering Unmasked Estep 
Score: -4194372.500000 Penalty: 5190.591309
	Iteration 67Q: 3 clusters Score -4194372 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 32404 members 
Entering Unmasked Estep 
Score: -4194423.000000 Penalty: 5190.591309
	Iteration 68Q: 3 clusters Score -4194423 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 32561 members 
Entering Unmasked Estep 
Score: -4194481.000000 Penalty: 5190.591309
	Iteration 69Q: 3 clusters Score -4194481 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -4194536.500000 Penalty: 5190.591309
	Iteration 70Q: 3 clusters Score -4194536 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 32837 members 
Entering Unmasked Estep 
Score: -4194580.000000 Penalty: 5190.591309
	Iteration 71Q: 3 clusters Score -4194580 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -4194624.500000 Penalty: 5190.591309
	Iteration 72Q: 3 clusters Score -4194624 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -4194652.500000 Penalty: 5190.591309
	Iteration 73Q: 3 clusters Score -4194652 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 33165 members 
Entering Unmasked Estep 
Score: -4194681.500000 Penalty: 5190.591309
	Iteration 74Q: 3 clusters Score -4194682 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 33244 members 
Entering Unmasked Estep 
Score: -4194714.000000 Penalty: 5190.591309
	Iteration 75Q: 3 clusters Score -4194714 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -4194732.500000 Penalty: 5190.591309
	Iteration 76Q: 3 clusters Score -4194732 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -4194765.000000 Penalty: 5190.591309
	Iteration 77Q: 3 clusters Score -4194765 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 33479 members 
Entering Unmasked Estep 
Score: -4194797.500000 Penalty: 5190.591309
	Iteration 78Q: 3 clusters Score -4194798 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 33546 members 
Entering Unmasked Estep 
Score: -4194821.000000 Penalty: 5190.591309
	Iteration 79Q: 3 clusters Score -4194821 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 33597 members 
Entering Unmasked Estep 
Score: -4194841.000000 Penalty: 5190.591309
	Iteration 80F: 3 clusters Score -4194841 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 33651 members 
Entering Unmasked Estep 
Score: -4194853.500000 Penalty: 5190.591309
	Iteration 81Q: 3 clusters Score -4194854 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 33697 members 
Entering Unmasked Estep 
Score: -4194873.000000 Penalty: 5190.591309
	Iteration 82Q: 3 clusters Score -4194873 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 33742 members 
Entering Unmasked Estep 
Score: -4194889.500000 Penalty: 5190.591309
	Iteration 83Q: 3 clusters Score -4194890 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -4194908.000000 Penalty: 5190.591309
	Iteration 84Q: 3 clusters Score -4194908 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 33818 members 
Entering Unmasked Estep 
Score: -4194918.000000 Penalty: 5190.591309
	Iteration 85Q: 3 clusters Score -4194918 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 33851 members 
Entering Unmasked Estep 
Score: -4194931.000000 Penalty: 5190.591309
	Iteration 86Q: 3 clusters Score -4194931 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 33884 members 
Entering Unmasked Estep 
Score: -4194946.000000 Penalty: 5190.591309
	Iteration 87Q: 3 clusters Score -4194946 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -4194967.500000 Penalty: 5190.591309
	Iteration 88Q: 3 clusters Score -4194968 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -4194971.000000 Penalty: 5190.591309
	Iteration 89Q: 3 clusters Score -4194971 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -4194981.500000 Penalty: 5190.591309
	Iteration 90Q: 3 clusters Score -4194982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -4194988.500000 Penalty: 5190.591309
	Iteration 91Q: 3 clusters Score -4194988 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -4194990.000000 Penalty: 5190.591309
	Iteration 92Q: 3 clusters Score -4194990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 34010 members 
Entering Unmasked Estep 
Score: -4194992.500000 Penalty: 5190.591309
	Iteration 93Q: 3 clusters Score -4194992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
Score: -4195010.000000 Penalty: 5190.591309
	Iteration 94Q: 3 clusters Score -4195010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 34044 members 
Entering Unmasked Estep 
Score: -4195013.000000 Penalty: 5190.591309
	Iteration 95Q: 3 clusters Score -4195013 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 34058 members 
Entering Unmasked Estep 
Score: -4195021.000000 Penalty: 5190.591309
	Iteration 96Q: 3 clusters Score -4195021 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 34074 members 
Entering Unmasked Estep 
Score: -4195032.000000 Penalty: 5190.591309
	Iteration 97Q: 3 clusters Score -4195032 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 34101 members 
Entering Unmasked Estep 
Score: -4195043.500000 Penalty: 5190.591309
	Iteration 98Q: 3 clusters Score -4195044 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 34119 members 
Entering Unmasked Estep 
Score: -4195048.000000 Penalty: 5190.591309
	Iteration 99Q: 3 clusters Score -4195048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -4195054.000000 Penalty: 5190.591309
	Iteration 100F: 3 clusters Score -4195054 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 34142 members 
Entering Unmasked Estep 
Score: -4195060.500000 Penalty: 5190.591309
	Iteration 101Q: 3 clusters Score -4195060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -4195058.000000 Penalty: 5190.591309
	Iteration 102Q: 3 clusters Score -4195058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -4195064.000000 Penalty: 5190.591309
	Iteration 103Q: 3 clusters Score -4195064 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 34165 members 
Entering Unmasked Estep 
Score: -4195072.000000 Penalty: 5190.591309
	Iteration 104Q: 3 clusters Score -4195072 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 34172 members 
Entering Unmasked Estep 
Score: -4195072.000000 Penalty: 5190.591309
	Iteration 105Q: 3 clusters Score -4195072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4195073.500000 Penalty: 5190.591309
	Iteration 106Q: 3 clusters Score -4195074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 34174 members 
Entering Unmasked Estep 
Score: -4195073.500000 Penalty: 5190.591309
	Iteration 107F: 3 clusters Score -4195074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12130 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Entering Unmasked Estep 
Score: -1101519.750000 Penalty: 2332.052246
	Iteration 0F: 2 clusters Score -1101520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -1092474.125000 Penalty: 4664.104492
	Iteration 0F: 3 clusters Score -1092474 nChanged 5144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 6703 members 
Entering Unmasked Estep 
Score: -1095345.750000 Penalty: 4664.104492
	Iteration 1F: 3 clusters Score -1095346 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6995 members 
Entering Unmasked Estep 
Score: -1095831.750000 Penalty: 4664.104492
	Iteration 2F: 3 clusters Score -1095832 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -1096336.875000 Penalty: 4664.104492
	Iteration 3F: 3 clusters Score -1096337 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -1096978.625000 Penalty: 4664.104492
	Iteration 4F: 3 clusters Score -1096979 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1097701.000000 Penalty: 4664.104492
	Iteration 5F: 3 clusters Score -1097701 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1098351.125000 Penalty: 4664.104492
	Iteration 6F: 3 clusters Score -1098351 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -1098811.250000 Penalty: 4664.104492
	Iteration 7F: 3 clusters Score -1098811 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1099153.500000 Penalty: 4664.104492
	Iteration 8Q: 3 clusters Score -1099154 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -1099402.375000 Penalty: 4664.104492
	Iteration 9Q: 3 clusters Score -1099402 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -1099563.875000 Penalty: 4664.104492
	Iteration 10Q: 3 clusters Score -1099564 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -1099693.125000 Penalty: 4664.104492
	Iteration 11Q: 3 clusters Score -1099693 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -1099792.000000 Penalty: 4664.104492
	Iteration 12Q: 3 clusters Score -1099792 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -1099875.375000 Penalty: 4664.104492
	Iteration 13Q: 3 clusters Score -1099875 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1099927.125000 Penalty: 4664.104492
	Iteration 14Q: 3 clusters Score -1099927 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 10443 members 
Entering Unmasked Estep 
Score: -1099972.875000 Penalty: 4664.104492
	Iteration 15Q: 3 clusters Score -1099973 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1100003.750000 Penalty: 4664.104492
	Iteration 16Q: 3 clusters Score -1100004 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1100027.750000 Penalty: 4664.104492
	Iteration 17Q: 3 clusters Score -1100028 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1100054.000000 Penalty: 4664.104492
	Iteration 18Q: 3 clusters Score -1100054 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -1100076.250000 Penalty: 4664.104492
	Iteration 19Q: 3 clusters Score -1100076 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -1100096.750000 Penalty: 4664.104492
	Iteration 20F: 3 clusters Score -1100097 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -1100111.000000 Penalty: 4664.104492
	Iteration 21Q: 3 clusters Score -1100111 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -1100124.500000 Penalty: 4664.104492
	Iteration 22Q: 3 clusters Score -1100124 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 10744 members 
Entering Unmasked Estep 
Score: -1100138.375000 Penalty: 4664.104492
	Iteration 23Q: 3 clusters Score -1100138 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 10766 members 
Entering Unmasked Estep 
Score: -1100148.375000 Penalty: 4664.104492
	Iteration 24Q: 3 clusters Score -1100148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 10785 members 
Entering Unmasked Estep 
Score: -1100155.500000 Penalty: 4664.104492
	Iteration 25Q: 3 clusters Score -1100156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 10798 members 
Entering Unmasked Estep 
Score: -1100163.875000 Penalty: 4664.104492
	Iteration 26Q: 3 clusters Score -1100164 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -1100170.875000 Penalty: 4664.104492
	Iteration 27Q: 3 clusters Score -1100171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -1100176.625000 Penalty: 4664.104492
	Iteration 28Q: 3 clusters Score -1100177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1100180.750000 Penalty: 4664.104492
	Iteration 29Q: 3 clusters Score -1100181 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -1100188.500000 Penalty: 4664.104492
	Iteration 30Q: 3 clusters Score -1100188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1100189.500000 Penalty: 4664.104492
	Iteration 31Q: 3 clusters Score -1100190 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 10860 members 
Entering Unmasked Estep 
Score: -1100192.875000 Penalty: 4664.104492
	Iteration 32Q: 3 clusters Score -1100193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1100195.375000 Penalty: 4664.104492
	Iteration 33Q: 3 clusters Score -1100195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -1100195.500000 Penalty: 4664.104492
	Iteration 34Q: 3 clusters Score -1100196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -1100197.750000 Penalty: 4664.104492
	Iteration 35Q: 3 clusters Score -1100198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1100199.625000 Penalty: 4664.104492
	Iteration 36Q: 3 clusters Score -1100200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -1100202.125000 Penalty: 4664.104492
	Iteration 37Q: 3 clusters Score -1100202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 10881 members 
Entering Unmasked Estep 
Score: -1100204.750000 Penalty: 4664.104492
	Iteration 38Q: 3 clusters Score -1100205 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -1100208.750000 Penalty: 4664.104492
	Iteration 39Q: 3 clusters Score -1100209 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 10893 members 
Entering Unmasked Estep 
Score: -1100210.500000 Penalty: 4664.104492
	Iteration 40F: 3 clusters Score -1100210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1100212.250000 Penalty: 4664.104492
	Iteration 41Q: 3 clusters Score -1100212 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -1100212.250000 Penalty: 4664.104492
	Iteration 42F: 3 clusters Score -1100212 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19410 members 
Entering Unmasked Estep 
Score: -2179723.000000 Penalty: 2448.638916
	Iteration 0F: 2 clusters Score -2179723 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2166063.750000 Penalty: 4897.277832
	Iteration 0F: 3 clusters Score -2166064 nChanged 8432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2170548.500000 Penalty: 4897.277832
	Iteration 1F: 3 clusters Score -2170548 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -2170944.000000 Penalty: 4897.277832
	Iteration 2F: 3 clusters Score -2170944 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2171327.500000 Penalty: 4897.277832
	Iteration 3Q: 3 clusters Score -2171328 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2171655.500000 Penalty: 4897.277832
	Iteration 4Q: 3 clusters Score -2171656 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2171944.750000 Penalty: 4897.277832
	Iteration 5Q: 3 clusters Score -2171945 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 10127 members 
Entering Unmasked Estep 
Score: -2172227.250000 Penalty: 4897.277832
	Iteration 6Q: 3 clusters Score -2172227 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9105 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -2172548.250000 Penalty: 4897.277832
	Iteration 7Q: 3 clusters Score -2172548 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2172915.750000 Penalty: 4897.277832
	Iteration 8Q: 3 clusters Score -2172916 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2173254.250000 Penalty: 4897.277832
	Iteration 9Q: 3 clusters Score -2173254 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -2173569.000000 Penalty: 4897.277832
	Iteration 10Q: 3 clusters Score -2173569 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2173968.250000 Penalty: 4897.277832
	Iteration 11Q: 3 clusters Score -2173968 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7691 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -2174399.250000 Penalty: 4897.277832
	Iteration 12Q: 3 clusters Score -2174399 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2174792.500000 Penalty: 4897.277832
	Iteration 13Q: 3 clusters Score -2174792 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2175169.500000 Penalty: 4897.277832
	Iteration 14Q: 3 clusters Score -2175170 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 12553 members 
Entering Unmasked Estep 
Score: -2175513.250000 Penalty: 4897.277832
	Iteration 15Q: 3 clusters Score -2175513 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2175779.500000 Penalty: 4897.277832
	Iteration 16Q: 3 clusters Score -2175780 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2175917.500000 Penalty: 4897.277832
	Iteration 17Q: 3 clusters Score -2175918 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 13237 members 
Entering Unmasked Estep 
Score: -2176019.250000 Penalty: 4897.277832
	Iteration 18Q: 3 clusters Score -2176019 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -2176130.750000 Penalty: 4897.277832
	Iteration 19Q: 3 clusters Score -2176131 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -2176244.250000 Penalty: 4897.277832
	Iteration 20F: 3 clusters Score -2176244 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -2176334.250000 Penalty: 4897.277832
	Iteration 21Q: 3 clusters Score -2176334 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 14153 members 
Entering Unmasked Estep 
Score: -2176418.750000 Penalty: 4897.277832
	Iteration 22Q: 3 clusters Score -2176419 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 14362 members 
Entering Unmasked Estep 
Score: -2176503.500000 Penalty: 4897.277832
	Iteration 23Q: 3 clusters Score -2176504 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2176597.750000 Penalty: 4897.277832
	Iteration 24Q: 3 clusters Score -2176598 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
Score: -2176707.250000 Penalty: 4897.277832
	Iteration 25Q: 3 clusters Score -2176707 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -2176808.000000 Penalty: 4897.277832
	Iteration 26Q: 3 clusters Score -2176808 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
Score: -2176888.000000 Penalty: 4897.277832
	Iteration 27Q: 3 clusters Score -2176888 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2176943.500000 Penalty: 4897.277832
	Iteration 28Q: 3 clusters Score -2176944 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2176999.000000 Penalty: 4897.277832
	Iteration 29Q: 3 clusters Score -2176999 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -2177038.750000 Penalty: 4897.277832
	Iteration 30Q: 3 clusters Score -2177039 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -2177073.500000 Penalty: 4897.277832
	Iteration 31Q: 3 clusters Score -2177074 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -2177105.750000 Penalty: 4897.277832
	Iteration 32Q: 3 clusters Score -2177106 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -2177127.250000 Penalty: 4897.277832
	Iteration 33Q: 3 clusters Score -2177127 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2177162.000000 Penalty: 4897.277832
	Iteration 34Q: 3 clusters Score -2177162 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2177188.000000 Penalty: 4897.277832
	Iteration 35Q: 3 clusters Score -2177188 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2177211.750000 Penalty: 4897.277832
	Iteration 36Q: 3 clusters Score -2177212 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -2177229.500000 Penalty: 4897.277832
	Iteration 37Q: 3 clusters Score -2177230 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2177254.250000 Penalty: 4897.277832
	Iteration 38Q: 3 clusters Score -2177254 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -2177269.000000 Penalty: 4897.277832
	Iteration 39Q: 3 clusters Score -2177269 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -2177284.250000 Penalty: 4897.277832
	Iteration 40F: 3 clusters Score -2177284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -2177301.000000 Penalty: 4897.277832
	Iteration 41Q: 3 clusters Score -2177301 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -2177311.000000 Penalty: 4897.277832
	Iteration 42Q: 3 clusters Score -2177311 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2177321.500000 Penalty: 4897.277832
	Iteration 43Q: 3 clusters Score -2177322 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2177339.750000 Penalty: 4897.277832
	Iteration 44Q: 3 clusters Score -2177340 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -2177359.000000 Penalty: 4897.277832
	Iteration 45Q: 3 clusters Score -2177359 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2177372.250000 Penalty: 4897.277832
	Iteration 46Q: 3 clusters Score -2177372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 16950 members 
Entering Unmasked Estep 
Score: -2177376.250000 Penalty: 4897.277832
	Iteration 47Q: 3 clusters Score -2177376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2177382.500000 Penalty: 4897.277832
	Iteration 48Q: 3 clusters Score -2177382 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2177390.750000 Penalty: 4897.277832
	Iteration 49Q: 3 clusters Score -2177391 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2177395.250000 Penalty: 4897.277832
	Iteration 50Q: 3 clusters Score -2177395 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2177406.500000 Penalty: 4897.277832
	Iteration 51Q: 3 clusters Score -2177406 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2177411.750000 Penalty: 4897.277832
	Iteration 52Q: 3 clusters Score -2177412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -2177421.500000 Penalty: 4897.277832
	Iteration 53Q: 3 clusters Score -2177422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -2177440.250000 Penalty: 4897.277832
	Iteration 54Q: 3 clusters Score -2177440 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -2177446.750000 Penalty: 4897.277832
	Iteration 55Q: 3 clusters Score -2177447 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 17230 members 
Entering Unmasked Estep 
Score: -2177457.500000 Penalty: 4897.277832
	Iteration 56Q: 3 clusters Score -2177458 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -2177464.500000 Penalty: 4897.277832
	Iteration 57Q: 3 clusters Score -2177464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2177467.750000 Penalty: 4897.277832
	Iteration 58Q: 3 clusters Score -2177468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2177478.750000 Penalty: 4897.277832
	Iteration 59Q: 3 clusters Score -2177479 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -2177491.000000 Penalty: 4897.277832
	Iteration 60F: 3 clusters Score -2177491 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -2177490.500000 Penalty: 4897.277832
	Iteration 61Q: 3 clusters Score -2177490 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -2177496.750000 Penalty: 4897.277832
	Iteration 62Q: 3 clusters Score -2177497 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -2177508.250000 Penalty: 4897.277832
	Iteration 63Q: 3 clusters Score -2177508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2177518.250000 Penalty: 4897.277832
	Iteration 64Q: 3 clusters Score -2177518 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2177522.750000 Penalty: 4897.277832
	Iteration 65Q: 3 clusters Score -2177523 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -2177530.250000 Penalty: 4897.277832
	Iteration 66Q: 3 clusters Score -2177530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -2177529.750000 Penalty: 4897.277832
	Iteration 67Q: 3 clusters Score -2177530 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -2177537.250000 Penalty: 4897.277832
	Iteration 68Q: 3 clusters Score -2177537 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -2177542.000000 Penalty: 4897.277832
	Iteration 69Q: 3 clusters Score -2177542 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -2177556.000000 Penalty: 4897.277832
	Iteration 70Q: 3 clusters Score -2177556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2177559.750000 Penalty: 4897.277832
	Iteration 71Q: 3 clusters Score -2177560 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -2177569.000000 Penalty: 4897.277832
	Iteration 72Q: 3 clusters Score -2177569 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -2177574.500000 Penalty: 4897.277832
	Iteration 73Q: 3 clusters Score -2177574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -2177578.250000 Penalty: 4897.277832
	Iteration 74Q: 3 clusters Score -2177578 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2177589.000000 Penalty: 4897.277832
	Iteration 75Q: 3 clusters Score -2177589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -2177597.750000 Penalty: 4897.277832
	Iteration 76Q: 3 clusters Score -2177598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2177598.000000 Penalty: 4897.277832
	Iteration 77Q: 3 clusters Score -2177598 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2177601.500000 Penalty: 4897.277832
	Iteration 78Q: 3 clusters Score -2177602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2177600.500000 Penalty: 4897.277832
	Iteration 79Q: 3 clusters Score -2177600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2177599.750000 Penalty: 4897.277832
	Iteration 80F: 3 clusters Score -2177600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -2177603.750000 Penalty: 4897.277832
	Iteration 81Q: 3 clusters Score -2177604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2177603.500000 Penalty: 4897.277832
	Iteration 82Q: 3 clusters Score -2177604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -2177603.500000 Penalty: 4897.277832
	Iteration 83F: 3 clusters Score -2177604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (78916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78916 members 
Entering Unmasked Estep 
Score: -9348336.000000 Penalty: 2796.482422
	Iteration 0F: 2 clusters Score -9348336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39319 members 
Mstep: Class 2 contains 39597 members 
Entering Unmasked Estep 
Score: -9295420.000000 Penalty: 5592.964844
	Iteration 0F: 3 clusters Score -9295420 nChanged 37020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -9316250.000000 Penalty: 5592.964844
	Iteration 1F: 3 clusters Score -9316250 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37945 members 
Mstep: Class 2 contains 40971 members 
Entering Unmasked Estep 
Score: -9316866.000000 Penalty: 5592.964844
	Iteration 2Q: 3 clusters Score -9316866 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36977 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -9317442.000000 Penalty: 5592.964844
	Iteration 3Q: 3 clusters Score -9317442 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 43375 members 
Entering Unmasked Estep 
Score: -9318193.000000 Penalty: 5592.964844
	Iteration 4Q: 3 clusters Score -9318193 nChanged 2959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33368 members 
Mstep: Class 2 contains 45548 members 
Entering Unmasked Estep 
Score: -9319337.000000 Penalty: 5592.964844
	Iteration 5Q: 3 clusters Score -9319337 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 48626 members 
Entering Unmasked Estep 
Score: -9321245.000000 Penalty: 5592.964844
	Iteration 6Q: 3 clusters Score -9321245 nChanged 4549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 52759 members 
Entering Unmasked Estep 
Score: -9324235.000000 Penalty: 5592.964844
	Iteration 7F: 3 clusters Score -9324235 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21003 members 
Mstep: Class 2 contains 57913 members 
Entering Unmasked Estep 
Score: -9328648.000000 Penalty: 5592.964844
	Iteration 8F: 3 clusters Score -9328648 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 63249 members 
Entering Unmasked Estep 
Score: -9333656.000000 Penalty: 5592.964844
	Iteration 9F: 3 clusters Score -9333656 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11124 members 
Mstep: Class 2 contains 67792 members 
Entering Unmasked Estep 
Score: -9338229.000000 Penalty: 5592.964844
	Iteration 10F: 3 clusters Score -9338229 nChanged 3579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 70891 members 
Entering Unmasked Estep 
Score: -9341761.000000 Penalty: 5592.964844
	Iteration 11Q: 3 clusters Score -9341761 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 72612 members 
Entering Unmasked Estep 
Score: -9344036.000000 Penalty: 5592.964844
	Iteration 12Q: 3 clusters Score -9344036 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 73403 members 
Entering Unmasked Estep 
Score: -9345269.000000 Penalty: 5592.964844
	Iteration 13Q: 3 clusters Score -9345269 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 73705 members 
Entering Unmasked Estep 
Score: -9345962.000000 Penalty: 5592.964844
	Iteration 14Q: 3 clusters Score -9345962 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -9346277.000000 Penalty: 5592.964844
	Iteration 15Q: 3 clusters Score -9346277 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 73811 members 
Entering Unmasked Estep 
Score: -9346478.000000 Penalty: 5592.964844
	Iteration 16Q: 3 clusters Score -9346478 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 73772 members 
Entering Unmasked Estep 
Score: -9346614.000000 Penalty: 5592.964844
	Iteration 17Q: 3 clusters Score -9346614 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 73737 members 
Entering Unmasked Estep 
Score: -9346651.000000 Penalty: 5592.964844
	Iteration 18Q: 3 clusters Score -9346651 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -9346682.000000 Penalty: 5592.964844
	Iteration 19Q: 3 clusters Score -9346682 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 73615 members 
Entering Unmasked Estep 
Score: -9346750.000000 Penalty: 5592.964844
	Iteration 20F: 3 clusters Score -9346750 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 73536 members 
Entering Unmasked Estep 
Score: -9346777.000000 Penalty: 5592.964844
	Iteration 21Q: 3 clusters Score -9346777 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 73483 members 
Entering Unmasked Estep 
Score: -9346810.000000 Penalty: 5592.964844
	Iteration 22Q: 3 clusters Score -9346810 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 73430 members 
Entering Unmasked Estep 
Score: -9346829.000000 Penalty: 5592.964844
	Iteration 23Q: 3 clusters Score -9346829 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 73379 members 
Entering Unmasked Estep 
Score: -9346827.000000 Penalty: 5592.964844
	Iteration 24Q: 3 clusters Score -9346827 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 73327 members 
Entering Unmasked Estep 
Score: -9346831.000000 Penalty: 5592.964844
	Iteration 25Q: 3 clusters Score -9346831 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 73276 members 
Entering Unmasked Estep 
Score: -9346850.000000 Penalty: 5592.964844
	Iteration 26Q: 3 clusters Score -9346850 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 73235 members 
Entering Unmasked Estep 
Score: -9346870.000000 Penalty: 5592.964844
	Iteration 27Q: 3 clusters Score -9346870 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 73191 members 
Entering Unmasked Estep 
Score: -9346877.000000 Penalty: 5592.964844
	Iteration 28Q: 3 clusters Score -9346877 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 73150 members 
Entering Unmasked Estep 
Score: -9346879.000000 Penalty: 5592.964844
	Iteration 29Q: 3 clusters Score -9346879 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 73108 members 
Entering Unmasked Estep 
Score: -9346897.000000 Penalty: 5592.964844
	Iteration 30Q: 3 clusters Score -9346897 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 73073 members 
Entering Unmasked Estep 
Score: -9346895.000000 Penalty: 5592.964844
	Iteration 31Q: 3 clusters Score -9346895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 73047 members 
Entering Unmasked Estep 
Score: -9346890.000000 Penalty: 5592.964844
	Iteration 32Q: 3 clusters Score -9346890 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 73016 members 
Entering Unmasked Estep 
Score: -9346901.000000 Penalty: 5592.964844
	Iteration 33Q: 3 clusters Score -9346901 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 72993 members 
Entering Unmasked Estep 
Score: -9346915.000000 Penalty: 5592.964844
	Iteration 34Q: 3 clusters Score -9346915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 72970 members 
Entering Unmasked Estep 
Score: -9346917.000000 Penalty: 5592.964844
	Iteration 35Q: 3 clusters Score -9346917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 72957 members 
Entering Unmasked Estep 
Score: -9346907.000000 Penalty: 5592.964844
	Iteration 36Q: 3 clusters Score -9346907 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 72945 members 
Entering Unmasked Estep 
Score: -9346920.000000 Penalty: 5592.964844
	Iteration 37Q: 3 clusters Score -9346920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 72931 members 
Entering Unmasked Estep 
Score: -9346926.000000 Penalty: 5592.964844
	Iteration 38Q: 3 clusters Score -9346926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 72916 members 
Entering Unmasked Estep 
Score: -9346924.000000 Penalty: 5592.964844
	Iteration 39Q: 3 clusters Score -9346924 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 72899 members 
Entering Unmasked Estep 
Score: -9346918.000000 Penalty: 5592.964844
	Iteration 40F: 3 clusters Score -9346918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 72883 members 
Entering Unmasked Estep 
Score: -9346912.000000 Penalty: 5592.964844
	Iteration 41Q: 3 clusters Score -9346912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 72874 members 
Entering Unmasked Estep 
Score: -9346911.000000 Penalty: 5592.964844
	Iteration 42Q: 3 clusters Score -9346911 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -9346913.000000 Penalty: 5592.964844
	Iteration 43Q: 3 clusters Score -9346913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 72857 members 
Entering Unmasked Estep 
Score: -9346922.000000 Penalty: 5592.964844
	Iteration 44Q: 3 clusters Score -9346922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 72846 members 
Entering Unmasked Estep 
Score: -9346914.000000 Penalty: 5592.964844
	Iteration 45Q: 3 clusters Score -9346914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 72832 members 
Entering Unmasked Estep 
Score: -9346924.000000 Penalty: 5592.964844
	Iteration 46Q: 3 clusters Score -9346924 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 72820 members 
Entering Unmasked Estep 
Score: -9346923.000000 Penalty: 5592.964844
	Iteration 47Q: 3 clusters Score -9346923 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 72809 members 
Entering Unmasked Estep 
Score: -9346927.000000 Penalty: 5592.964844
	Iteration 48Q: 3 clusters Score -9346927 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 72787 members 
Entering Unmasked Estep 
Score: -9346919.000000 Penalty: 5592.964844
	Iteration 49Q: 3 clusters Score -9346919 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 72761 members 
Entering Unmasked Estep 
Score: -9346915.000000 Penalty: 5592.964844
	Iteration 50Q: 3 clusters Score -9346915 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 72736 members 
Entering Unmasked Estep 
Score: -9346925.000000 Penalty: 5592.964844
	Iteration 51Q: 3 clusters Score -9346925 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 72705 members 
Entering Unmasked Estep 
Score: -9346939.000000 Penalty: 5592.964844
	Iteration 52Q: 3 clusters Score -9346939 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 72670 members 
Entering Unmasked Estep 
Score: -9346956.000000 Penalty: 5592.964844
	Iteration 53Q: 3 clusters Score -9346956 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 72629 members 
Entering Unmasked Estep 
Score: -9346962.000000 Penalty: 5592.964844
	Iteration 54Q: 3 clusters Score -9346962 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 72597 members 
Entering Unmasked Estep 
Score: -9346968.000000 Penalty: 5592.964844
	Iteration 55Q: 3 clusters Score -9346968 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6360 members 
Mstep: Class 2 contains 72556 members 
Entering Unmasked Estep 
Score: -9346983.000000 Penalty: 5592.964844
	Iteration 56Q: 3 clusters Score -9346983 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 72523 members 
Entering Unmasked Estep 
Score: -9346979.000000 Penalty: 5592.964844
	Iteration 57Q: 3 clusters Score -9346979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 72486 members 
Entering Unmasked Estep 
Score: -9346997.000000 Penalty: 5592.964844
	Iteration 58Q: 3 clusters Score -9346997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 72453 members 
Entering Unmasked Estep 
Score: -9347004.000000 Penalty: 5592.964844
	Iteration 59Q: 3 clusters Score -9347004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 72430 members 
Entering Unmasked Estep 
Score: -9347019.000000 Penalty: 5592.964844
	Iteration 60F: 3 clusters Score -9347019 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 72404 members 
Entering Unmasked Estep 
Score: -9347028.000000 Penalty: 5592.964844
	Iteration 61Q: 3 clusters Score -9347028 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 72380 members 
Entering Unmasked Estep 
Score: -9347023.000000 Penalty: 5592.964844
	Iteration 62Q: 3 clusters Score -9347023 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6569 members 
Mstep: Class 2 contains 72347 members 
Entering Unmasked Estep 
Score: -9347021.000000 Penalty: 5592.964844
	Iteration 63Q: 3 clusters Score -9347021 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -9347014.000000 Penalty: 5592.964844
	Iteration 64Q: 3 clusters Score -9347014 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 72286 members 
Entering Unmasked Estep 
Score: -9347024.000000 Penalty: 5592.964844
	Iteration 65Q: 3 clusters Score -9347024 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 72243 members 
Entering Unmasked Estep 
Score: -9347039.000000 Penalty: 5592.964844
	Iteration 66Q: 3 clusters Score -9347039 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 72206 members 
Entering Unmasked Estep 
Score: -9347034.000000 Penalty: 5592.964844
	Iteration 67Q: 3 clusters Score -9347034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 72174 members 
Entering Unmasked Estep 
Score: -9347049.000000 Penalty: 5592.964844
	Iteration 68Q: 3 clusters Score -9347049 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 72148 members 
Entering Unmasked Estep 
Score: -9347050.000000 Penalty: 5592.964844
	Iteration 69Q: 3 clusters Score -9347050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 72129 members 
Entering Unmasked Estep 
Score: -9347051.000000 Penalty: 5592.964844
	Iteration 70Q: 3 clusters Score -9347051 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 72097 members 
Entering Unmasked Estep 
Score: -9347053.000000 Penalty: 5592.964844
	Iteration 71Q: 3 clusters Score -9347053 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 72066 members 
Entering Unmasked Estep 
Score: -9347046.000000 Penalty: 5592.964844
	Iteration 72Q: 3 clusters Score -9347046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 72030 members 
Entering Unmasked Estep 
Score: -9347043.000000 Penalty: 5592.964844
	Iteration 73Q: 3 clusters Score -9347043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 71990 members 
Entering Unmasked Estep 
Score: -9347043.000000 Penalty: 5592.964844
	Iteration 74Q: 3 clusters Score -9347043 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 71952 members 
Entering Unmasked Estep 
Score: -9347050.000000 Penalty: 5592.964844
	Iteration 75Q: 3 clusters Score -9347050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 71914 members 
Entering Unmasked Estep 
Score: -9347068.000000 Penalty: 5592.964844
	Iteration 76Q: 3 clusters Score -9347068 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7045 members 
Mstep: Class 2 contains 71871 members 
Entering Unmasked Estep 
Score: -9347075.000000 Penalty: 5592.964844
	Iteration 77Q: 3 clusters Score -9347075 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 71825 members 
Entering Unmasked Estep 
Score: -9347063.000000 Penalty: 5592.964844
	Iteration 78Q: 3 clusters Score -9347063 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 71776 members 
Entering Unmasked Estep 
Score: -9347057.000000 Penalty: 5592.964844
	Iteration 79Q: 3 clusters Score -9347057 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 71725 members 
Entering Unmasked Estep 
Score: -9347069.000000 Penalty: 5592.964844
	Iteration 80F: 3 clusters Score -9347069 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 71674 members 
Entering Unmasked Estep 
Score: -9347060.000000 Penalty: 5592.964844
	Iteration 81Q: 3 clusters Score -9347060 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 71622 members 
Entering Unmasked Estep 
Score: -9347058.000000 Penalty: 5592.964844
	Iteration 82Q: 3 clusters Score -9347058 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 71567 members 
Entering Unmasked Estep 
Score: -9347050.000000 Penalty: 5592.964844
	Iteration 83Q: 3 clusters Score -9347050 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 71508 members 
Entering Unmasked Estep 
Score: -9347042.000000 Penalty: 5592.964844
	Iteration 84Q: 3 clusters Score -9347042 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 71432 members 
Entering Unmasked Estep 
Score: -9347090.000000 Penalty: 5592.964844
	Iteration 85Q: 3 clusters Score -9347090 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 71355 members 
Entering Unmasked Estep 
Score: -9347083.000000 Penalty: 5592.964844
	Iteration 86Q: 3 clusters Score -9347083 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 71292 members 
Entering Unmasked Estep 
Score: -9347091.000000 Penalty: 5592.964844
	Iteration 87Q: 3 clusters Score -9347091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 71234 members 
Entering Unmasked Estep 
Score: -9347087.000000 Penalty: 5592.964844
	Iteration 88Q: 3 clusters Score -9347087 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 71177 members 
Entering Unmasked Estep 
Score: -9347083.000000 Penalty: 5592.964844
	Iteration 89Q: 3 clusters Score -9347083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 71125 members 
Entering Unmasked Estep 
Score: -9347065.000000 Penalty: 5592.964844
	Iteration 90Q: 3 clusters Score -9347065 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 71074 members 
Entering Unmasked Estep 
Score: -9347069.000000 Penalty: 5592.964844
	Iteration 91Q: 3 clusters Score -9347069 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 71018 members 
Entering Unmasked Estep 
Score: -9347103.000000 Penalty: 5592.964844
	Iteration 92Q: 3 clusters Score -9347103 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 70947 members 
Entering Unmasked Estep 
Score: -9347111.000000 Penalty: 5592.964844
	Iteration 93Q: 3 clusters Score -9347111 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 70864 members 
Entering Unmasked Estep 
Score: -9347130.000000 Penalty: 5592.964844
	Iteration 94Q: 3 clusters Score -9347130 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 70794 members 
Entering Unmasked Estep 
Score: -9347122.000000 Penalty: 5592.964844
	Iteration 95Q: 3 clusters Score -9347122 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 70716 members 
Entering Unmasked Estep 
Score: -9347148.000000 Penalty: 5592.964844
	Iteration 96Q: 3 clusters Score -9347148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 70656 members 
Entering Unmasked Estep 
Score: -9347140.000000 Penalty: 5592.964844
	Iteration 97Q: 3 clusters Score -9347140 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 70584 members 
Entering Unmasked Estep 
Score: -9347144.000000 Penalty: 5592.964844
	Iteration 98Q: 3 clusters Score -9347144 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 70500 members 
Entering Unmasked Estep 
Score: -9347157.000000 Penalty: 5592.964844
	Iteration 99Q: 3 clusters Score -9347157 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 70421 members 
Entering Unmasked Estep 
Score: -9347183.000000 Penalty: 5592.964844
	Iteration 100F: 3 clusters Score -9347183 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 70345 members 
Entering Unmasked Estep 
Score: -9347187.000000 Penalty: 5592.964844
	Iteration 101Q: 3 clusters Score -9347187 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 70261 members 
Entering Unmasked Estep 
Score: -9347211.000000 Penalty: 5592.964844
	Iteration 102Q: 3 clusters Score -9347211 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 70178 members 
Entering Unmasked Estep 
Score: -9347217.000000 Penalty: 5592.964844
	Iteration 103Q: 3 clusters Score -9347217 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 70087 members 
Entering Unmasked Estep 
Score: -9347229.000000 Penalty: 5592.964844
	Iteration 104Q: 3 clusters Score -9347229 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 69979 members 
Entering Unmasked Estep 
Score: -9347242.000000 Penalty: 5592.964844
	Iteration 105Q: 3 clusters Score -9347242 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 69871 members 
Entering Unmasked Estep 
Score: -9347254.000000 Penalty: 5592.964844
	Iteration 106Q: 3 clusters Score -9347254 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 69754 members 
Entering Unmasked Estep 
Score: -9347239.000000 Penalty: 5592.964844
	Iteration 107Q: 3 clusters Score -9347239 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 69631 members 
Entering Unmasked Estep 
Score: -9347235.000000 Penalty: 5592.964844
	Iteration 108Q: 3 clusters Score -9347235 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 69500 members 
Entering Unmasked Estep 
Score: -9347269.000000 Penalty: 5592.964844
	Iteration 109Q: 3 clusters Score -9347269 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 69349 members 
Entering Unmasked Estep 
Score: -9347332.000000 Penalty: 5592.964844
	Iteration 110Q: 3 clusters Score -9347332 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 69177 members 
Entering Unmasked Estep 
Score: -9347353.000000 Penalty: 5592.964844
	Iteration 111Q: 3 clusters Score -9347353 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 69002 members 
Entering Unmasked Estep 
Score: -9347367.000000 Penalty: 5592.964844
	Iteration 112Q: 3 clusters Score -9347367 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 68843 members 
Entering Unmasked Estep 
Score: -9347371.000000 Penalty: 5592.964844
	Iteration 113Q: 3 clusters Score -9347371 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 68677 members 
Entering Unmasked Estep 
Score: -9347410.000000 Penalty: 5592.964844
	Iteration 114Q: 3 clusters Score -9347410 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 68497 members 
Entering Unmasked Estep 
Score: -9347444.000000 Penalty: 5592.964844
	Iteration 115Q: 3 clusters Score -9347444 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 68316 members 
Entering Unmasked Estep 
Score: -9347484.000000 Penalty: 5592.964844
	Iteration 116Q: 3 clusters Score -9347484 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 68111 members 
Entering Unmasked Estep 
Score: -9347532.000000 Penalty: 5592.964844
	Iteration 117Q: 3 clusters Score -9347532 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 67902 members 
Entering Unmasked Estep 
Score: -9347539.000000 Penalty: 5592.964844
	Iteration 118Q: 3 clusters Score -9347539 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11216 members 
Mstep: Class 2 contains 67700 members 
Entering Unmasked Estep 
Score: -9347589.000000 Penalty: 5592.964844
	Iteration 119Q: 3 clusters Score -9347589 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11441 members 
Mstep: Class 2 contains 67475 members 
Entering Unmasked Estep 
Score: -9347632.000000 Penalty: 5592.964844
	Iteration 120F: 3 clusters Score -9347632 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -9347655.000000 Penalty: 5592.964844
	Iteration 121Q: 3 clusters Score -9347655 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -9347709.000000 Penalty: 5592.964844
	Iteration 122Q: 3 clusters Score -9347709 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12255 members 
Mstep: Class 2 contains 66661 members 
Entering Unmasked Estep 
Score: -9347772.000000 Penalty: 5592.964844
	Iteration 123Q: 3 clusters Score -9347772 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 66372 members 
Entering Unmasked Estep 
Score: -9347839.000000 Penalty: 5592.964844
	Iteration 124Q: 3 clusters Score -9347839 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12847 members 
Mstep: Class 2 contains 66069 members 
Entering Unmasked Estep 
Score: -9347893.000000 Penalty: 5592.964844
	Iteration 125Q: 3 clusters Score -9347893 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13144 members 
Mstep: Class 2 contains 65772 members 
Entering Unmasked Estep 
Score: -9347928.000000 Penalty: 5592.964844
	Iteration 126Q: 3 clusters Score -9347928 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -9347985.000000 Penalty: 5592.964844
	Iteration 127Q: 3 clusters Score -9347985 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13720 members 
Mstep: Class 2 contains 65196 members 
Entering Unmasked Estep 
Score: -9348029.000000 Penalty: 5592.964844
	Iteration 128Q: 3 clusters Score -9348029 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 64926 members 
Entering Unmasked Estep 
Score: -9348105.000000 Penalty: 5592.964844
	Iteration 129Q: 3 clusters Score -9348105 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -9348139.000000 Penalty: 5592.964844
	Iteration 130Q: 3 clusters Score -9348139 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 64362 members 
Entering Unmasked Estep 
Score: -9348168.000000 Penalty: 5592.964844
	Iteration 131Q: 3 clusters Score -9348168 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14845 members 
Mstep: Class 2 contains 64071 members 
Entering Unmasked Estep 
Score: -9348239.000000 Penalty: 5592.964844
	Iteration 132Q: 3 clusters Score -9348239 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15145 members 
Mstep: Class 2 contains 63771 members 
Entering Unmasked Estep 
Score: -9348317.000000 Penalty: 5592.964844
	Iteration 133Q: 3 clusters Score -9348317 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15435 members 
Mstep: Class 2 contains 63481 members 
Entering Unmasked Estep 
Score: -9348343.000000 Penalty: 5592.964844
	Iteration 134Q: 3 clusters Score -9348343 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 63198 members 
Entering Unmasked Estep 
Score: -9348383.000000 Penalty: 5592.964844
	Iteration 135Q: 3 clusters Score -9348383 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 62927 members 
Entering Unmasked Estep 
Score: -9348416.000000 Penalty: 5592.964844
	Iteration 136Q: 3 clusters Score -9348416 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 62683 members 
Entering Unmasked Estep 
Score: -9348458.000000 Penalty: 5592.964844
	Iteration 137Q: 3 clusters Score -9348458 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16457 members 
Mstep: Class 2 contains 62459 members 
Entering Unmasked Estep 
Score: -9348496.000000 Penalty: 5592.964844
	Iteration 138Q: 3 clusters Score -9348496 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16665 members 
Mstep: Class 2 contains 62251 members 
Entering Unmasked Estep 
Score: -9348517.000000 Penalty: 5592.964844
	Iteration 139Q: 3 clusters Score -9348517 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 62070 members 
Entering Unmasked Estep 
Score: -9348525.000000 Penalty: 5592.964844
	Iteration 140F: 3 clusters Score -9348525 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 61894 members 
Entering Unmasked Estep 
Score: -9348593.000000 Penalty: 5592.964844
	Iteration 141Q: 3 clusters Score -9348593 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 61758 members 
Entering Unmasked Estep 
Score: -9348574.000000 Penalty: 5592.964844
	Iteration 142Q: 3 clusters Score -9348574 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -9348589.000000 Penalty: 5592.964844
	Iteration 143Q: 3 clusters Score -9348589 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 61543 members 
Entering Unmasked Estep 
Score: -9348609.000000 Penalty: 5592.964844
	Iteration 144Q: 3 clusters Score -9348609 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -9348622.000000 Penalty: 5592.964844
	Iteration 145Q: 3 clusters Score -9348622 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 61390 members 
Entering Unmasked Estep 
Score: -9348625.000000 Penalty: 5592.964844
	Iteration 146Q: 3 clusters Score -9348625 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -9348614.000000 Penalty: 5592.964844
	Iteration 147Q: 3 clusters Score -9348614 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 61279 members 
Entering Unmasked Estep 
Score: -9348612.000000 Penalty: 5592.964844
	Iteration 148Q: 3 clusters Score -9348612 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 61230 members 
Entering Unmasked Estep 
Score: -9348609.000000 Penalty: 5592.964844
	Iteration 149Q: 3 clusters Score -9348609 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 61195 members 
Entering Unmasked Estep 
Score: -9348624.000000 Penalty: 5592.964844
	Iteration 150Q: 3 clusters Score -9348624 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 61154 members 
Entering Unmasked Estep 
Score: -9348620.000000 Penalty: 5592.964844
	Iteration 151Q: 3 clusters Score -9348620 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 61123 members 
Entering Unmasked Estep 
Score: -9348627.000000 Penalty: 5592.964844
	Iteration 152Q: 3 clusters Score -9348627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 61106 members 
Entering Unmasked Estep 
Score: -9348623.000000 Penalty: 5592.964844
	Iteration 153Q: 3 clusters Score -9348623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -9348618.000000 Penalty: 5592.964844
	Iteration 154Q: 3 clusters Score -9348618 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17838 members 
Mstep: Class 2 contains 61078 members 
Entering Unmasked Estep 
Score: -9348627.000000 Penalty: 5592.964844
	Iteration 155Q: 3 clusters Score -9348627 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 61061 members 
Entering Unmasked Estep 
Score: -9348620.000000 Penalty: 5592.964844
	Iteration 156Q: 3 clusters Score -9348620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 61049 members 
Entering Unmasked Estep 
Score: -9348626.000000 Penalty: 5592.964844
	Iteration 157Q: 3 clusters Score -9348626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 61037 members 
Entering Unmasked Estep 
Score: -9348619.000000 Penalty: 5592.964844
	Iteration 158Q: 3 clusters Score -9348619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 61027 members 
Entering Unmasked Estep 
Score: -9348619.000000 Penalty: 5592.964844
	Iteration 159Q: 3 clusters Score -9348619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 61022 members 
Entering Unmasked Estep 
Score: -9348621.000000 Penalty: 5592.964844
	Iteration 160F: 3 clusters Score -9348621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 61019 members 
Entering Unmasked Estep 
Score: -9348620.000000 Penalty: 5592.964844
	Iteration 161Q: 3 clusters Score -9348620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17901 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -9348622.000000 Penalty: 5592.964844
	Iteration 162Q: 3 clusters Score -9348622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 61008 members 
Entering Unmasked Estep 
Score: -9348626.000000 Penalty: 5592.964844
	Iteration 163Q: 3 clusters Score -9348626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 61003 members 
Entering Unmasked Estep 
Score: -9348635.000000 Penalty: 5592.964844
	Iteration 164Q: 3 clusters Score -9348635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 60999 members 
Entering Unmasked Estep 
Score: -9348638.000000 Penalty: 5592.964844
	Iteration 165Q: 3 clusters Score -9348638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 60996 members 
Entering Unmasked Estep 
Score: -9348634.000000 Penalty: 5592.964844
	Iteration 166Q: 3 clusters Score -9348634 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 60993 members 
Entering Unmasked Estep 
Score: -9348632.000000 Penalty: 5592.964844
	Iteration 167Q: 3 clusters Score -9348632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 60989 members 
Entering Unmasked Estep 
Score: -9348631.000000 Penalty: 5592.964844
	Iteration 168Q: 3 clusters Score -9348631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 60987 members 
Entering Unmasked Estep 
Score: -9348641.000000 Penalty: 5592.964844
	Iteration 169Q: 3 clusters Score -9348641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17933 members 
Mstep: Class 2 contains 60983 members 
Entering Unmasked Estep 
Score: -9348630.000000 Penalty: 5592.964844
	Iteration 170Q: 3 clusters Score -9348630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -9348632.000000 Penalty: 5592.964844
	Iteration 171Q: 3 clusters Score -9348632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -9348630.000000 Penalty: 5592.964844
	Iteration 172Q: 3 clusters Score -9348630 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 60969 members 
Entering Unmasked Estep 
Score: -9348632.000000 Penalty: 5592.964844
	Iteration 173Q: 3 clusters Score -9348632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 60963 members 
Entering Unmasked Estep 
Score: -9348634.000000 Penalty: 5592.964844
	Iteration 174Q: 3 clusters Score -9348634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -9348634.000000 Penalty: 5592.964844
	Iteration 175Q: 3 clusters Score -9348634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 60956 members 
Entering Unmasked Estep 
Score: -9348628.000000 Penalty: 5592.964844
	Iteration 176Q: 3 clusters Score -9348628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -9348629.000000 Penalty: 5592.964844
	Iteration 177Q: 3 clusters Score -9348629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -9348629.000000 Penalty: 5592.964844
	Iteration 178F: 3 clusters Score -9348629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 176933 members 
Mstep: Class 6 contains 20319 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 72918 members 
Mstep: Class 9 contains 8385 members 
Mstep: Class 10 contains 66550 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 37370 members 
Mstep: Class 13 contains 34584 members 
Mstep: Class 14 contains 26442 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 18 contains 35063 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19410 members 
Mstep: Class 21 contains 17963 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22953 members 
Mstep: Class 25 contains 270966 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16474 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 1649 members 
Mstep: Class 31 contains 301797 members 
Mstep: Class 32 contains 133551 members 
Mstep: Class 33 contains 60953 members 
Entering Unmasked Estep 
Score: -161548608.000000 Penalty: 115928.210938
Splitting cluster 21 changes total score from -161545216.000000 to -161548608.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 22 (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: -261171.609375 Penalty: 1912.796997
	Iteration 0F: 2 clusters Score -261171.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -258374.718750 Penalty: 3825.593994
	Iteration 0F: 3 clusters Score -258374.7 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -258879.921875 Penalty: 3825.593994
	Iteration 1F: 3 clusters Score -258879.9 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -258992.015625 Penalty: 3825.593994
	Iteration 2F: 3 clusters Score -258992 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -259046.343750 Penalty: 3825.593994
	Iteration 3Q: 3 clusters Score -259046.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -259083.359375 Penalty: 3825.593994
	Iteration 4Q: 3 clusters Score -259083.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -259108.125000 Penalty: 3825.593994
	Iteration 5Q: 3 clusters Score -259108.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -259134.203125 Penalty: 3825.593994
	Iteration 6Q: 3 clusters Score -259134.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -259151.750000 Penalty: 3825.593994
	Iteration 7Q: 3 clusters Score -259151.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -259162.109375 Penalty: 3825.593994
	Iteration 8Q: 3 clusters Score -259162.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -259170.843750 Penalty: 3825.593994
	Iteration 9Q: 3 clusters Score -259170.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -259175.343750 Penalty: 3825.593994
	Iteration 10Q: 3 clusters Score -259175.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -259178.125000 Penalty: 3825.593994
	Iteration 11Q: 3 clusters Score -259178.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -259180.265625 Penalty: 3825.593994
	Iteration 12Q: 3 clusters Score -259180.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -259181.562500 Penalty: 3825.593994
	Iteration 13Q: 3 clusters Score -259181.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -259183.968750 Penalty: 3825.593994
	Iteration 14Q: 3 clusters Score -259184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -259185.328125 Penalty: 3825.593994
	Iteration 15Q: 3 clusters Score -259185.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -259186.203125 Penalty: 3825.593994
	Iteration 16Q: 3 clusters Score -259186.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -259187.625000 Penalty: 3825.593994
	Iteration 17Q: 3 clusters Score -259187.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -259189.765625 Penalty: 3825.593994
	Iteration 18Q: 3 clusters Score -259189.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -259192.890625 Penalty: 3825.593994
	Iteration 19Q: 3 clusters Score -259192.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -259196.265625 Penalty: 3825.593994
	Iteration 20F: 3 clusters Score -259196.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -259198.750000 Penalty: 3825.593994
	Iteration 21Q: 3 clusters Score -259198.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -259200.625000 Penalty: 3825.593994
	Iteration 22Q: 3 clusters Score -259200.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -259200.625000 Penalty: 3825.593994
	Iteration 23F: 3 clusters Score -259200.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -49310.093750 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -49310.09 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 248 members 
Entering Unmasked Estep 
Score: -47835.011719 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -47835.01 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -47985.144531 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -47985.14 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -48013.031250 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -48013.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48020.316406 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -48020.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48023.855469 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -48023.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -48023.855469 Penalty: 3065.288086
	Iteration 5F: 3 clusters Score -48023.86 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22953 members 
Entering Unmasked Estep 
Score: -2337973.000000 Penalty: 2490.218506
	Iteration 0F: 2 clusters Score -2337973 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2321926.750000 Penalty: 4980.437012
	Iteration 0F: 3 clusters Score -2321927 nChanged 10205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -2327683.750000 Penalty: 4980.437012
	Iteration 1F: 3 clusters Score -2327684 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2328460.000000 Penalty: 4980.437012
	Iteration 2F: 3 clusters Score -2328460 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12514 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2329228.000000 Penalty: 4980.437012
	Iteration 3F: 3 clusters Score -2329228 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2329971.500000 Penalty: 4980.437012
	Iteration 4F: 3 clusters Score -2329972 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -2330713.250000 Penalty: 4980.437012
	Iteration 5F: 3 clusters Score -2330713 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 9045 members 
Entering Unmasked Estep 
Score: -2331552.500000 Penalty: 4980.437012
	Iteration 6F: 3 clusters Score -2331552 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14443 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -2332440.750000 Penalty: 4980.437012
	Iteration 7F: 3 clusters Score -2332441 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -2333264.000000 Penalty: 4980.437012
	Iteration 8Q: 3 clusters Score -2333264 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 7608 members 
Entering Unmasked Estep 
Score: -2333923.750000 Penalty: 4980.437012
	Iteration 9Q: 3 clusters Score -2333924 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -2334370.000000 Penalty: 4980.437012
	Iteration 10Q: 3 clusters Score -2334370 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -2334676.250000 Penalty: 4980.437012
	Iteration 11Q: 3 clusters Score -2334676 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -2334902.250000 Penalty: 4980.437012
	Iteration 12Q: 3 clusters Score -2334902 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2335079.000000 Penalty: 4980.437012
	Iteration 13Q: 3 clusters Score -2335079 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -2335223.250000 Penalty: 4980.437012
	Iteration 14Q: 3 clusters Score -2335223 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2335334.500000 Penalty: 4980.437012
	Iteration 15Q: 3 clusters Score -2335334 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -2335435.000000 Penalty: 4980.437012
	Iteration 16Q: 3 clusters Score -2335435 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -2335515.750000 Penalty: 4980.437012
	Iteration 17Q: 3 clusters Score -2335516 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -2335586.750000 Penalty: 4980.437012
	Iteration 18Q: 3 clusters Score -2335587 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2335636.000000 Penalty: 4980.437012
	Iteration 19Q: 3 clusters Score -2335636 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -2335695.250000 Penalty: 4980.437012
	Iteration 20F: 3 clusters Score -2335695 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2335744.250000 Penalty: 4980.437012
	Iteration 21Q: 3 clusters Score -2335744 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18287 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2335801.250000 Penalty: 4980.437012
	Iteration 22Q: 3 clusters Score -2335801 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -2335837.500000 Penalty: 4980.437012
	Iteration 23Q: 3 clusters Score -2335838 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -2335872.500000 Penalty: 4980.437012
	Iteration 24Q: 3 clusters Score -2335872 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -2335895.500000 Penalty: 4980.437012
	Iteration 25Q: 3 clusters Score -2335896 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2335920.000000 Penalty: 4980.437012
	Iteration 26Q: 3 clusters Score -2335920 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18822 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -2335933.250000 Penalty: 4980.437012
	Iteration 27Q: 3 clusters Score -2335933 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -2335948.250000 Penalty: 4980.437012
	Iteration 28Q: 3 clusters Score -2335948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2335950.750000 Penalty: 4980.437012
	Iteration 29Q: 3 clusters Score -2335951 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -2335966.000000 Penalty: 4980.437012
	Iteration 30Q: 3 clusters Score -2335966 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2335985.000000 Penalty: 4980.437012
	Iteration 31Q: 3 clusters Score -2335985 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -2335992.000000 Penalty: 4980.437012
	Iteration 32Q: 3 clusters Score -2335992 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2335998.750000 Penalty: 4980.437012
	Iteration 33Q: 3 clusters Score -2335999 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -2335996.250000 Penalty: 4980.437012
	Iteration 34Q: 3 clusters Score -2335996 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -2336002.500000 Penalty: 4980.437012
	Iteration 35Q: 3 clusters Score -2336002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -2336001.250000 Penalty: 4980.437012
	Iteration 36Q: 3 clusters Score -2336001 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -2336010.250000 Penalty: 4980.437012
	Iteration 37Q: 3 clusters Score -2336010 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2336014.500000 Penalty: 4980.437012
	Iteration 38Q: 3 clusters Score -2336014 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2336010.000000 Penalty: 4980.437012
	Iteration 39Q: 3 clusters Score -2336010 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -2336013.000000 Penalty: 4980.437012
	Iteration 40F: 3 clusters Score -2336013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -2336013.500000 Penalty: 4980.437012
	Iteration 41Q: 3 clusters Score -2336014 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2336018.250000 Penalty: 4980.437012
	Iteration 42Q: 3 clusters Score -2336018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -2336021.000000 Penalty: 4980.437012
	Iteration 43Q: 3 clusters Score -2336021 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -2336022.250000 Penalty: 4980.437012
	Iteration 44Q: 3 clusters Score -2336022 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2336024.000000 Penalty: 4980.437012
	Iteration 45Q: 3 clusters Score -2336024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -2336025.250000 Penalty: 4980.437012
	Iteration 46Q: 3 clusters Score -2336025 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 3573 members 
Entering Unmasked Estep 
Score: -2336026.000000 Penalty: 4980.437012
	Iteration 47Q: 3 clusters Score -2336026 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2336024.500000 Penalty: 4980.437012
	Iteration 48Q: 3 clusters Score -2336024 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19429 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -2336035.250000 Penalty: 4980.437012
	Iteration 49Q: 3 clusters Score -2336035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2336037.000000 Penalty: 4980.437012
	Iteration 50Q: 3 clusters Score -2336037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2336036.750000 Penalty: 4980.437012
	Iteration 51Q: 3 clusters Score -2336037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19469 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -2336038.000000 Penalty: 4980.437012
	Iteration 52Q: 3 clusters Score -2336038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2336043.000000 Penalty: 4980.437012
	Iteration 53Q: 3 clusters Score -2336043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19488 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -2336043.000000 Penalty: 4980.437012
	Iteration 54Q: 3 clusters Score -2336043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -2336047.750000 Penalty: 4980.437012
	Iteration 55Q: 3 clusters Score -2336048 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2336044.750000 Penalty: 4980.437012
	Iteration 56Q: 3 clusters Score -2336045 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19514 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -2336047.250000 Penalty: 4980.437012
	Iteration 57Q: 3 clusters Score -2336047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2336047.250000 Penalty: 4980.437012
	Iteration 58Q: 3 clusters Score -2336047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -2336045.250000 Penalty: 4980.437012
	Iteration 59Q: 3 clusters Score -2336045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -2336044.250000 Penalty: 4980.437012
	Iteration 60F: 3 clusters Score -2336044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2336050.750000 Penalty: 4980.437012
	Iteration 61Q: 3 clusters Score -2336051 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2336051.500000 Penalty: 4980.437012
	Iteration 62Q: 3 clusters Score -2336052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -2336051.000000 Penalty: 4980.437012
	Iteration 63Q: 3 clusters Score -2336051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -2336053.500000 Penalty: 4980.437012
	Iteration 64Q: 3 clusters Score -2336054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -2336056.500000 Penalty: 4980.437012
	Iteration 65Q: 3 clusters Score -2336056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2336056.250000 Penalty: 4980.437012
	Iteration 66Q: 3 clusters Score -2336056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2336054.500000 Penalty: 4980.437012
	Iteration 67Q: 3 clusters Score -2336054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -2336058.500000 Penalty: 4980.437012
	Iteration 68Q: 3 clusters Score -2336058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -2336054.750000 Penalty: 4980.437012
	Iteration 69Q: 3 clusters Score -2336055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19590 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -2336060.500000 Penalty: 4980.437012
	Iteration 70Q: 3 clusters Score -2336060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -2336055.000000 Penalty: 4980.437012
	Iteration 71Q: 3 clusters Score -2336055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2336056.500000 Penalty: 4980.437012
	Iteration 72Q: 3 clusters Score -2336056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -2336056.500000 Penalty: 4980.437012
	Iteration 73F: 3 clusters Score -2336056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (270966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270966 members 
Entering Unmasked Estep 
Score: -31790330.000000 Penalty: 3102.417725
	Iteration 0F: 2 clusters Score -3.179033e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135397 members 
Mstep: Class 2 contains 135569 members 
Entering Unmasked Estep 
Score: -31613594.000000 Penalty: 6204.835449
	Iteration 0F: 3 clusters Score -3.161359e+07 nChanged 130868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134289 members 
Mstep: Class 2 contains 136677 members 
Entering Unmasked Estep 
Score: -31690910.000000 Penalty: 6204.835449
	Iteration 1F: 3 clusters Score -3.169091e+07 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133094 members 
Mstep: Class 2 contains 137872 members 
Entering Unmasked Estep 
Score: -31692702.000000 Penalty: 6204.835449
	Iteration 2Q: 3 clusters Score -3.16927e+07 nChanged 8550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131360 members 
Mstep: Class 2 contains 139606 members 
Entering Unmasked Estep 
Score: -31695020.000000 Penalty: 6204.835449
	Iteration 3Q: 3 clusters Score -3.169502e+07 nChanged 9509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128771 members 
Mstep: Class 2 contains 142195 members 
Entering Unmasked Estep 
Score: -31697656.000000 Penalty: 6204.835449
	Iteration 4Q: 3 clusters Score -3.169766e+07 nChanged 11105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124770 members 
Mstep: Class 2 contains 146196 members 
Entering Unmasked Estep 
Score: -31701614.000000 Penalty: 6204.835449
	Iteration 5Q: 3 clusters Score -3.170161e+07 nChanged 12758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118882 members 
Mstep: Class 2 contains 152084 members 
Entering Unmasked Estep 
Score: -31707304.000000 Penalty: 6204.835449
	Iteration 6Q: 3 clusters Score -3.17073e+07 nChanged 14604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111154 members 
Mstep: Class 2 contains 159812 members 
Entering Unmasked Estep 
Score: -31714806.000000 Penalty: 6204.835449
	Iteration 7F: 3 clusters Score -3.171481e+07 nChanged 16244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101968 members 
Mstep: Class 2 contains 168998 members 
Entering Unmasked Estep 
Score: -31724100.000000 Penalty: 6204.835449
	Iteration 8F: 3 clusters Score -3.17241e+07 nChanged 16289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92883 members 
Mstep: Class 2 contains 178083 members 
Entering Unmasked Estep 
Score: -31734148.000000 Penalty: 6204.835449
	Iteration 9F: 3 clusters Score -3.173415e+07 nChanged 15366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84979 members 
Mstep: Class 2 contains 185987 members 
Entering Unmasked Estep 
Score: -31744554.000000 Penalty: 6204.835449
	Iteration 10F: 3 clusters Score -3.174455e+07 nChanged 13402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79237 members 
Mstep: Class 2 contains 191729 members 
Entering Unmasked Estep 
Score: -31752856.000000 Penalty: 6204.835449
	Iteration 11Q: 3 clusters Score -3.175286e+07 nChanged 10876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75287 members 
Mstep: Class 2 contains 195679 members 
Entering Unmasked Estep 
Score: -31758658.000000 Penalty: 6204.835449
	Iteration 12Q: 3 clusters Score -3.175866e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72246 members 
Mstep: Class 2 contains 198720 members 
Entering Unmasked Estep 
Score: -31761208.000000 Penalty: 6204.835449
	Iteration 13Q: 3 clusters Score -3.176121e+07 nChanged 5263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 201455 members 
Entering Unmasked Estep 
Score: -31762878.000000 Penalty: 6204.835449
	Iteration 14Q: 3 clusters Score -3.176288e+07 nChanged 3712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66829 members 
Mstep: Class 2 contains 204137 members 
Entering Unmasked Estep 
Score: -31763892.000000 Penalty: 6204.835449
	Iteration 15Q: 3 clusters Score -3.176389e+07 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64123 members 
Mstep: Class 2 contains 206843 members 
Entering Unmasked Estep 
Score: -31764728.000000 Penalty: 6204.835449
	Iteration 16Q: 3 clusters Score -3.176473e+07 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61346 members 
Mstep: Class 2 contains 209620 members 
Entering Unmasked Estep 
Score: -31765566.000000 Penalty: 6204.835449
	Iteration 17Q: 3 clusters Score -3.176557e+07 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58664 members 
Mstep: Class 2 contains 212302 members 
Entering Unmasked Estep 
Score: -31766244.000000 Penalty: 6204.835449
	Iteration 18Q: 3 clusters Score -3.176624e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55959 members 
Mstep: Class 2 contains 215007 members 
Entering Unmasked Estep 
Score: -31767006.000000 Penalty: 6204.835449
	Iteration 19Q: 3 clusters Score -3.176701e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53249 members 
Mstep: Class 2 contains 217717 members 
Entering Unmasked Estep 
Score: -31767730.000000 Penalty: 6204.835449
	Iteration 20F: 3 clusters Score -3.176773e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50492 members 
Mstep: Class 2 contains 220474 members 
Entering Unmasked Estep 
Score: -31768598.000000 Penalty: 6204.835449
	Iteration 21Q: 3 clusters Score -3.17686e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47748 members 
Mstep: Class 2 contains 223218 members 
Entering Unmasked Estep 
Score: -31769604.000000 Penalty: 6204.835449
	Iteration 22Q: 3 clusters Score -3.17696e+07 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45040 members 
Mstep: Class 2 contains 225926 members 
Entering Unmasked Estep 
Score: -31770610.000000 Penalty: 6204.835449
	Iteration 23Q: 3 clusters Score -3.177061e+07 nChanged 2766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 228688 members 
Entering Unmasked Estep 
Score: -31771662.000000 Penalty: 6204.835449
	Iteration 24Q: 3 clusters Score -3.177166e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 231465 members 
Entering Unmasked Estep 
Score: -31772664.000000 Penalty: 6204.835449
	Iteration 25Q: 3 clusters Score -3.177266e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 234219 members 
Entering Unmasked Estep 
Score: -31773684.000000 Penalty: 6204.835449
	Iteration 26Q: 3 clusters Score -3.177368e+07 nChanged 2735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 236954 members 
Entering Unmasked Estep 
Score: -31774702.000000 Penalty: 6204.835449
	Iteration 27Q: 3 clusters Score -3.17747e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 239594 members 
Entering Unmasked Estep 
Score: -31775934.000000 Penalty: 6204.835449
	Iteration 28Q: 3 clusters Score -3.177593e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 242077 members 
Entering Unmasked Estep 
Score: -31776970.000000 Penalty: 6204.835449
	Iteration 29Q: 3 clusters Score -3.177697e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 244459 members 
Entering Unmasked Estep 
Score: -31778142.000000 Penalty: 6204.835449
	Iteration 30Q: 3 clusters Score -3.177814e+07 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24236 members 
Mstep: Class 2 contains 246730 members 
Entering Unmasked Estep 
Score: -31779284.000000 Penalty: 6204.835449
	Iteration 31Q: 3 clusters Score -3.177928e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 248873 members 
Entering Unmasked Estep 
Score: -31780228.000000 Penalty: 6204.835449
	Iteration 32Q: 3 clusters Score -3.178023e+07 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 250864 members 
Entering Unmasked Estep 
Score: -31781166.000000 Penalty: 6204.835449
	Iteration 33Q: 3 clusters Score -3.178117e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 252814 members 
Entering Unmasked Estep 
Score: -31782254.000000 Penalty: 6204.835449
	Iteration 34Q: 3 clusters Score -3.178225e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16361 members 
Mstep: Class 2 contains 254605 members 
Entering Unmasked Estep 
Score: -31783020.000000 Penalty: 6204.835449
	Iteration 35Q: 3 clusters Score -3.178302e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 256215 members 
Entering Unmasked Estep 
Score: -31783820.000000 Penalty: 6204.835449
	Iteration 36Q: 3 clusters Score -3.178382e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13375 members 
Mstep: Class 2 contains 257591 members 
Entering Unmasked Estep 
Score: -31784524.000000 Penalty: 6204.835449
	Iteration 37Q: 3 clusters Score -3.178452e+07 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 258788 members 
Entering Unmasked Estep 
Score: -31785020.000000 Penalty: 6204.835449
	Iteration 38Q: 3 clusters Score -3.178502e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 259790 members 
Entering Unmasked Estep 
Score: -31785464.000000 Penalty: 6204.835449
	Iteration 39Q: 3 clusters Score -3.178546e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 260730 members 
Entering Unmasked Estep 
Score: -31785818.000000 Penalty: 6204.835449
	Iteration 40F: 3 clusters Score -3.178582e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 261555 members 
Entering Unmasked Estep 
Score: -31786284.000000 Penalty: 6204.835449
	Iteration 41Q: 3 clusters Score -3.178628e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 262261 members 
Entering Unmasked Estep 
Score: -31786476.000000 Penalty: 6204.835449
	Iteration 42Q: 3 clusters Score -3.178648e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 262865 members 
Entering Unmasked Estep 
Score: -31786728.000000 Penalty: 6204.835449
	Iteration 43Q: 3 clusters Score -3.178673e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 263405 members 
Entering Unmasked Estep 
Score: -31786938.000000 Penalty: 6204.835449
	Iteration 44Q: 3 clusters Score -3.178694e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 263832 members 
Entering Unmasked Estep 
Score: -31787148.000000 Penalty: 6204.835449
	Iteration 45Q: 3 clusters Score -3.178715e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 264229 members 
Entering Unmasked Estep 
Score: -31787288.000000 Penalty: 6204.835449
	Iteration 46Q: 3 clusters Score -3.178729e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 264589 members 
Entering Unmasked Estep 
Score: -31787370.000000 Penalty: 6204.835449
	Iteration 47Q: 3 clusters Score -3.178737e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 264920 members 
Entering Unmasked Estep 
Score: -31787436.000000 Penalty: 6204.835449
	Iteration 48Q: 3 clusters Score -3.178744e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 265177 members 
Entering Unmasked Estep 
Score: -31787542.000000 Penalty: 6204.835449
	Iteration 49Q: 3 clusters Score -3.178754e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 265397 members 
Entering Unmasked Estep 
Score: -31787528.000000 Penalty: 6204.835449
	Iteration 50Q: 3 clusters Score -3.178753e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 265615 members 
Entering Unmasked Estep 
Score: -31787570.000000 Penalty: 6204.835449
	Iteration 51Q: 3 clusters Score -3.178757e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 265796 members 
Entering Unmasked Estep 
Score: -31787638.000000 Penalty: 6204.835449
	Iteration 52Q: 3 clusters Score -3.178764e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 265951 members 
Entering Unmasked Estep 
Score: -31787664.000000 Penalty: 6204.835449
	Iteration 53Q: 3 clusters Score -3.178766e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 266073 members 
Entering Unmasked Estep 
Score: -31787704.000000 Penalty: 6204.835449
	Iteration 54Q: 3 clusters Score -3.17877e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 266183 members 
Entering Unmasked Estep 
Score: -31787704.000000 Penalty: 6204.835449
	Iteration 55Q: 3 clusters Score -3.17877e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 266280 members 
Entering Unmasked Estep 
Score: -31787700.000000 Penalty: 6204.835449
	Iteration 56Q: 3 clusters Score -3.17877e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 266364 members 
Entering Unmasked Estep 
Score: -31787704.000000 Penalty: 6204.835449
	Iteration 57Q: 3 clusters Score -3.17877e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 266446 members 
Entering Unmasked Estep 
Score: -31787718.000000 Penalty: 6204.835449
	Iteration 58Q: 3 clusters Score -3.178772e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 266517 members 
Entering Unmasked Estep 
Score: -31787778.000000 Penalty: 6204.835449
	Iteration 59Q: 3 clusters Score -3.178778e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 266575 members 
Entering Unmasked Estep 
Score: -31787810.000000 Penalty: 6204.835449
	Iteration 60F: 3 clusters Score -3.178781e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 266638 members 
Entering Unmasked Estep 
Score: -31787802.000000 Penalty: 6204.835449
	Iteration 61Q: 3 clusters Score -3.17878e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 266699 members 
Entering Unmasked Estep 
Score: -31787824.000000 Penalty: 6204.835449
	Iteration 62Q: 3 clusters Score -3.178782e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 266771 members 
Entering Unmasked Estep 
Score: -31787856.000000 Penalty: 6204.835449
	Iteration 63Q: 3 clusters Score -3.178786e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 266834 members 
Entering Unmasked Estep 
Score: -31787858.000000 Penalty: 6204.835449
	Iteration 64Q: 3 clusters Score -3.178786e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 266900 members 
Entering Unmasked Estep 
Score: -31787838.000000 Penalty: 6204.835449
	Iteration 65Q: 3 clusters Score -3.178784e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 266966 members 
Entering Unmasked Estep 
Score: -31787868.000000 Penalty: 6204.835449
	Iteration 66Q: 3 clusters Score -3.178787e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 267031 members 
Entering Unmasked Estep 
Score: -31787916.000000 Penalty: 6204.835449
	Iteration 67Q: 3 clusters Score -3.178792e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 267074 members 
Entering Unmasked Estep 
Score: -31787904.000000 Penalty: 6204.835449
	Iteration 68Q: 3 clusters Score -3.17879e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 267120 members 
Entering Unmasked Estep 
Score: -31787892.000000 Penalty: 6204.835449
	Iteration 69Q: 3 clusters Score -3.178789e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 267158 members 
Entering Unmasked Estep 
Score: -31787910.000000 Penalty: 6204.835449
	Iteration 70Q: 3 clusters Score -3.178791e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 267198 members 
Entering Unmasked Estep 
Score: -31787902.000000 Penalty: 6204.835449
	Iteration 71Q: 3 clusters Score -3.17879e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 267232 members 
Entering Unmasked Estep 
Score: -31787916.000000 Penalty: 6204.835449
	Iteration 72Q: 3 clusters Score -3.178792e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 267262 members 
Entering Unmasked Estep 
Score: -31787952.000000 Penalty: 6204.835449
	Iteration 73Q: 3 clusters Score -3.178795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 267283 members 
Entering Unmasked Estep 
Score: -31787946.000000 Penalty: 6204.835449
	Iteration 74Q: 3 clusters Score -3.178795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 267308 members 
Entering Unmasked Estep 
Score: -31787950.000000 Penalty: 6204.835449
	Iteration 75Q: 3 clusters Score -3.178795e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 267336 members 
Entering Unmasked Estep 
Score: -31787950.000000 Penalty: 6204.835449
	Iteration 76Q: 3 clusters Score -3.178795e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 267355 members 
Entering Unmasked Estep 
Score: -31787960.000000 Penalty: 6204.835449
	Iteration 77Q: 3 clusters Score -3.178796e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 267379 members 
Entering Unmasked Estep 
Score: -31787952.000000 Penalty: 6204.835449
	Iteration 78Q: 3 clusters Score -3.178795e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 267400 members 
Entering Unmasked Estep 
Score: -31787944.000000 Penalty: 6204.835449
	Iteration 79Q: 3 clusters Score -3.178794e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 267419 members 
Entering Unmasked Estep 
Score: -31787952.000000 Penalty: 6204.835449
	Iteration 80F: 3 clusters Score -3.178795e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 267428 members 
Entering Unmasked Estep 
Score: -31787932.000000 Penalty: 6204.835449
	Iteration 81Q: 3 clusters Score -3.178793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 267434 members 
Entering Unmasked Estep 
Score: -31787952.000000 Penalty: 6204.835449
	Iteration 82Q: 3 clusters Score -3.178795e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 267441 members 
Entering Unmasked Estep 
Score: -31787940.000000 Penalty: 6204.835449
	Iteration 83Q: 3 clusters Score -3.178794e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 267449 members 
Entering Unmasked Estep 
Score: -31787934.000000 Penalty: 6204.835449
	Iteration 84Q: 3 clusters Score -3.178793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 267453 members 
Entering Unmasked Estep 
Score: -31787944.000000 Penalty: 6204.835449
	Iteration 85Q: 3 clusters Score -3.178794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 267456 members 
Entering Unmasked Estep 
Score: -31787930.000000 Penalty: 6204.835449
	Iteration 86Q: 3 clusters Score -3.178793e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 267460 members 
Entering Unmasked Estep 
Score: -31787946.000000 Penalty: 6204.835449
	Iteration 87Q: 3 clusters Score -3.178795e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 267465 members 
Entering Unmasked Estep 
Score: -31787958.000000 Penalty: 6204.835449
	Iteration 88Q: 3 clusters Score -3.178796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 267466 members 
Entering Unmasked Estep 
Score: -31787948.000000 Penalty: 6204.835449
	Iteration 89Q: 3 clusters Score -3.178795e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 267469 members 
Entering Unmasked Estep 
Score: -31787944.000000 Penalty: 6204.835449
	Iteration 90Q: 3 clusters Score -3.178794e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 267473 members 
Entering Unmasked Estep 
Score: -31787952.000000 Penalty: 6204.835449
	Iteration 91Q: 3 clusters Score -3.178795e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 267473 members 
Entering Unmasked Estep 
Score: -31787956.000000 Penalty: 6204.835449
	Iteration 92Q: 3 clusters Score -3.178796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 267474 members 
Entering Unmasked Estep 
Score: -31787956.000000 Penalty: 6204.835449
	Iteration 93Q: 3 clusters Score -3.178796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 267475 members 
Entering Unmasked Estep 
Score: -31787954.000000 Penalty: 6204.835449
	Iteration 94Q: 3 clusters Score -3.178795e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 267475 members 
Entering Unmasked Estep 
Score: -31787954.000000 Penalty: 6204.835449
	Iteration 95F: 3 clusters Score -3.178795e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Entering Unmasked Estep 
Score: -148703.968750 Penalty: 1868.885986
	Iteration 0F: 2 clusters Score -148704 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -146170.171875 Penalty: 3737.771973
	Iteration 0F: 3 clusters Score -146170.2 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -146595.718750 Penalty: 3737.771973
	Iteration 1F: 3 clusters Score -146595.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -146704.484375 Penalty: 3737.771973
	Iteration 2F: 3 clusters Score -146704.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -146756.796875 Penalty: 3737.771973
	Iteration 3Q: 3 clusters Score -146756.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -146791.375000 Penalty: 3737.771973
	Iteration 4Q: 3 clusters Score -146791.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -146823.015625 Penalty: 3737.771973
	Iteration 5Q: 3 clusters Score -146823 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -146846.093750 Penalty: 3737.771973
	Iteration 6Q: 3 clusters Score -146846.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -146854.375000 Penalty: 3737.771973
	Iteration 7Q: 3 clusters Score -146854.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -146862.046875 Penalty: 3737.771973
	Iteration 8Q: 3 clusters Score -146862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -146874.125000 Penalty: 3737.771973
	Iteration 9Q: 3 clusters Score -146874.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -146881.625000 Penalty: 3737.771973
	Iteration 10Q: 3 clusters Score -146881.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -146892.156250 Penalty: 3737.771973
	Iteration 11Q: 3 clusters Score -146892.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -146899.031250 Penalty: 3737.771973
	Iteration 12Q: 3 clusters Score -146899 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -146907.234375 Penalty: 3737.771973
	Iteration 13Q: 3 clusters Score -146907.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -146914.156250 Penalty: 3737.771973
	Iteration 14Q: 3 clusters Score -146914.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -146918.984375 Penalty: 3737.771973
	Iteration 15Q: 3 clusters Score -146919 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -146921.031250 Penalty: 3737.771973
	Iteration 16Q: 3 clusters Score -146921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -146926.140625 Penalty: 3737.771973
	Iteration 17Q: 3 clusters Score -146926.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -146927.781250 Penalty: 3737.771973
	Iteration 18Q: 3 clusters Score -146927.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -146930.593750 Penalty: 3737.771973
	Iteration 19Q: 3 clusters Score -146930.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -146935.281250 Penalty: 3737.771973
	Iteration 20F: 3 clusters Score -146935.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -146936.953125 Penalty: 3737.771973
	Iteration 21Q: 3 clusters Score -146937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -146939.687500 Penalty: 3737.771973
	Iteration 22Q: 3 clusters Score -146939.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -146942.296875 Penalty: 3737.771973
	Iteration 23Q: 3 clusters Score -146942.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -146945.234375 Penalty: 3737.771973
	Iteration 24Q: 3 clusters Score -146945.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -146948.187500 Penalty: 3737.771973
	Iteration 25Q: 3 clusters Score -146948.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -146949.796875 Penalty: 3737.771973
	Iteration 26Q: 3 clusters Score -146949.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -146950.953125 Penalty: 3737.771973
	Iteration 27Q: 3 clusters Score -146951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -146951.203125 Penalty: 3737.771973
	Iteration 28Q: 3 clusters Score -146951.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -146951.203125 Penalty: 3737.771973
	Iteration 29F: 3 clusters Score -146951.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (16474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Entering Unmasked Estep 
Score: -1977858.875000 Penalty: 2407.965576
	Iteration 0F: 2 clusters Score -1977859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -1966116.625000 Penalty: 4815.931152
	Iteration 0F: 3 clusters Score -1966117 nChanged 7135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -1969886.500000 Penalty: 4815.931152
	Iteration 1F: 3 clusters Score -1969886 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 9183 members 
Entering Unmasked Estep 
Score: -1970288.750000 Penalty: 4815.931152
	Iteration 2F: 3 clusters Score -1970289 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1970697.250000 Penalty: 4815.931152
	Iteration 3F: 3 clusters Score -1970697 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1971203.625000 Penalty: 4815.931152
	Iteration 4F: 3 clusters Score -1971204 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -1971820.375000 Penalty: 4815.931152
	Iteration 5F: 3 clusters Score -1971820 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1972509.250000 Penalty: 4815.931152
	Iteration 6F: 3 clusters Score -1972509 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1973319.625000 Penalty: 4815.931152
	Iteration 7F: 3 clusters Score -1973320 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 13047 members 
Entering Unmasked Estep 
Score: -1974000.125000 Penalty: 4815.931152
	Iteration 8F: 3 clusters Score -1974000 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 13597 members 
Entering Unmasked Estep 
Score: -1974598.375000 Penalty: 4815.931152
	Iteration 9Q: 3 clusters Score -1974598 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -1975065.500000 Penalty: 4815.931152
	Iteration 10Q: 3 clusters Score -1975066 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 14290 members 
Entering Unmasked Estep 
Score: -1975378.875000 Penalty: 4815.931152
	Iteration 11Q: 3 clusters Score -1975379 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
Score: -1975585.000000 Penalty: 4815.931152
	Iteration 12Q: 3 clusters Score -1975585 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -1975729.500000 Penalty: 4815.931152
	Iteration 13Q: 3 clusters Score -1975730 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -1975819.000000 Penalty: 4815.931152
	Iteration 14Q: 3 clusters Score -1975819 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 14841 members 
Entering Unmasked Estep 
Score: -1975876.500000 Penalty: 4815.931152
	Iteration 15Q: 3 clusters Score -1975876 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -1975917.125000 Penalty: 4815.931152
	Iteration 16Q: 3 clusters Score -1975917 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -1975946.250000 Penalty: 4815.931152
	Iteration 17Q: 3 clusters Score -1975946 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -1975983.250000 Penalty: 4815.931152
	Iteration 18Q: 3 clusters Score -1975983 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -1975992.875000 Penalty: 4815.931152
	Iteration 19Q: 3 clusters Score -1975993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1976007.125000 Penalty: 4815.931152
	Iteration 20F: 3 clusters Score -1976007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -1976016.000000 Penalty: 4815.931152
	Iteration 21Q: 3 clusters Score -1976016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1976022.000000 Penalty: 4815.931152
	Iteration 22Q: 3 clusters Score -1976022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -1976025.000000 Penalty: 4815.931152
	Iteration 23Q: 3 clusters Score -1976025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1976028.375000 Penalty: 4815.931152
	Iteration 24Q: 3 clusters Score -1976028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 15128 members 
Entering Unmasked Estep 
Score: -1976029.000000 Penalty: 4815.931152
	Iteration 25Q: 3 clusters Score -1976029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -1976031.500000 Penalty: 4815.931152
	Iteration 26Q: 3 clusters Score -1976032 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1976033.625000 Penalty: 4815.931152
	Iteration 27Q: 3 clusters Score -1976034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 15141 members 
Entering Unmasked Estep 
Score: -1976031.875000 Penalty: 4815.931152
	Iteration 28Q: 3 clusters Score -1976032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1976037.125000 Penalty: 4815.931152
	Iteration 29Q: 3 clusters Score -1976037 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -1976037.125000 Penalty: 4815.931152
	Iteration 30F: 3 clusters Score -1976037 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2029 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Entering Unmasked Estep 
Score: -166937.515625 Penalty: 1888.593994
	Iteration 0F: 2 clusters Score -166937.5 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 1014 members 
Entering Unmasked Estep 
Score: -164292.843750 Penalty: 3777.187988
	Iteration 0F: 3 clusters Score -164292.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -164802.390625 Penalty: 3777.187988
	Iteration 1F: 3 clusters Score -164802.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -164945.375000 Penalty: 3777.187988
	Iteration 2F: 3 clusters Score -164945.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -165044.093750 Penalty: 3777.187988
	Iteration 3F: 3 clusters Score -165044.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -165124.234375 Penalty: 3777.187988
	Iteration 4Q: 3 clusters Score -165124.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -165203.921875 Penalty: 3777.187988
	Iteration 5Q: 3 clusters Score -165203.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -165255.390625 Penalty: 3777.187988
	Iteration 6Q: 3 clusters Score -165255.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -165301.546875 Penalty: 3777.187988
	Iteration 7Q: 3 clusters Score -165301.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -165335.828125 Penalty: 3777.187988
	Iteration 8Q: 3 clusters Score -165335.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -165358.578125 Penalty: 3777.187988
	Iteration 9Q: 3 clusters Score -165358.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -165377.906250 Penalty: 3777.187988
	Iteration 10Q: 3 clusters Score -165377.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -165396.828125 Penalty: 3777.187988
	Iteration 11Q: 3 clusters Score -165396.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -165413.671875 Penalty: 3777.187988
	Iteration 12Q: 3 clusters Score -165413.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -165433.906250 Penalty: 3777.187988
	Iteration 13Q: 3 clusters Score -165433.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -165455.750000 Penalty: 3777.187988
	Iteration 14Q: 3 clusters Score -165455.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -165480.265625 Penalty: 3777.187988
	Iteration 15Q: 3 clusters Score -165480.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -165505.750000 Penalty: 3777.187988
	Iteration 16Q: 3 clusters Score -165505.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -165528.265625 Penalty: 3777.187988
	Iteration 17Q: 3 clusters Score -165528.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -165550.125000 Penalty: 3777.187988
	Iteration 18Q: 3 clusters Score -165550.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -165560.609375 Penalty: 3777.187988
	Iteration 19Q: 3 clusters Score -165560.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -165570.421875 Penalty: 3777.187988
	Iteration 20F: 3 clusters Score -165570.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -165578.296875 Penalty: 3777.187988
	Iteration 21Q: 3 clusters Score -165578.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -165582.875000 Penalty: 3777.187988
	Iteration 22Q: 3 clusters Score -165582.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -165586.750000 Penalty: 3777.187988
	Iteration 23Q: 3 clusters Score -165586.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -165594.734375 Penalty: 3777.187988
	Iteration 24Q: 3 clusters Score -165594.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -165604.078125 Penalty: 3777.187988
	Iteration 25Q: 3 clusters Score -165604.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -165609.828125 Penalty: 3777.187988
	Iteration 26Q: 3 clusters Score -165609.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -165612.078125 Penalty: 3777.187988
	Iteration 27Q: 3 clusters Score -165612.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -165612.500000 Penalty: 3777.187988
	Iteration 28Q: 3 clusters Score -165612.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -165612.984375 Penalty: 3777.187988
	Iteration 29Q: 3 clusters Score -165613 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -165612.984375 Penalty: 3777.187988
	Iteration 30F: 3 clusters Score -165613 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (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: -266735.625000 Penalty: 1945.954346
	Iteration 0F: 2 clusters Score -266735.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -263747.062500 Penalty: 3891.908691
	Iteration 0F: 3 clusters Score -263747.1 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -264409.031250 Penalty: 3891.908691
	Iteration 1F: 3 clusters Score -264409 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -264633.281250 Penalty: 3891.908691
	Iteration 2F: 3 clusters Score -264633.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -264767.031250 Penalty: 3891.908691
	Iteration 3F: 3 clusters Score -264767 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -264854.937500 Penalty: 3891.908691
	Iteration 4Q: 3 clusters Score -264854.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -264918.093750 Penalty: 3891.908691
	Iteration 5Q: 3 clusters Score -264918.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -264977.531250 Penalty: 3891.908691
	Iteration 6Q: 3 clusters Score -264977.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -265023.500000 Penalty: 3891.908691
	Iteration 7Q: 3 clusters Score -265023.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -265058.000000 Penalty: 3891.908691
	Iteration 8Q: 3 clusters Score -265058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -265107.093750 Penalty: 3891.908691
	Iteration 9Q: 3 clusters Score -265107.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -265140.687500 Penalty: 3891.908691
	Iteration 10Q: 3 clusters Score -265140.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -265172.593750 Penalty: 3891.908691
	Iteration 11Q: 3 clusters Score -265172.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -265204.750000 Penalty: 3891.908691
	Iteration 12Q: 3 clusters Score -265204.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -265234.031250 Penalty: 3891.908691
	Iteration 13Q: 3 clusters Score -265234 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -265252.375000 Penalty: 3891.908691
	Iteration 14Q: 3 clusters Score -265252.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -265269.406250 Penalty: 3891.908691
	Iteration 15Q: 3 clusters Score -265269.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -265283.625000 Penalty: 3891.908691
	Iteration 16Q: 3 clusters Score -265283.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -265293.531250 Penalty: 3891.908691
	Iteration 17Q: 3 clusters Score -265293.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -265300.843750 Penalty: 3891.908691
	Iteration 18Q: 3 clusters Score -265300.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -265305.031250 Penalty: 3891.908691
	Iteration 19Q: 3 clusters Score -265305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -265309.125000 Penalty: 3891.908691
	Iteration 20F: 3 clusters Score -265309.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -265312.125000 Penalty: 3891.908691
	Iteration 21Q: 3 clusters Score -265312.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -265314.250000 Penalty: 3891.908691
	Iteration 22Q: 3 clusters Score -265314.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -265314.968750 Penalty: 3891.908691
	Iteration 23Q: 3 clusters Score -265315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -265315.000000 Penalty: 3891.908691
	Iteration 24Q: 3 clusters Score -265315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -265315.375000 Penalty: 3891.908691
	Iteration 25Q: 3 clusters Score -265315.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -265316.093750 Penalty: 3891.908691
	Iteration 26Q: 3 clusters Score -265316.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -265316.093750 Penalty: 3891.908691
	Iteration 27F: 3 clusters Score -265316.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -175751.625000 Penalty: 1837.165161
	Iteration 0F: 2 clusters Score -175751.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -173399.390625 Penalty: 3674.330322
	Iteration 0F: 3 clusters Score -173399.4 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -173831.984375 Penalty: 3674.330322
	Iteration 1F: 3 clusters Score -173832 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -173931.671875 Penalty: 3674.330322
	Iteration 2F: 3 clusters Score -173931.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -173988.078125 Penalty: 3674.330322
	Iteration 3Q: 3 clusters Score -173988.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -174037.359375 Penalty: 3674.330322
	Iteration 4Q: 3 clusters Score -174037.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -174079.156250 Penalty: 3674.330322
	Iteration 5Q: 3 clusters Score -174079.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -174123.031250 Penalty: 3674.330322
	Iteration 6Q: 3 clusters Score -174123 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -174155.453125 Penalty: 3674.330322
	Iteration 7Q: 3 clusters Score -174155.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -174197.718750 Penalty: 3674.330322
	Iteration 8Q: 3 clusters Score -174197.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -174237.000000 Penalty: 3674.330322
	Iteration 9Q: 3 clusters Score -174237 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -174276.250000 Penalty: 3674.330322
	Iteration 10Q: 3 clusters Score -174276.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -174302.734375 Penalty: 3674.330322
	Iteration 11Q: 3 clusters Score -174302.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -174319.687500 Penalty: 3674.330322
	Iteration 12Q: 3 clusters Score -174319.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -174340.828125 Penalty: 3674.330322
	Iteration 13Q: 3 clusters Score -174340.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -174356.046875 Penalty: 3674.330322
	Iteration 14Q: 3 clusters Score -174356 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -174374.093750 Penalty: 3674.330322
	Iteration 15Q: 3 clusters Score -174374.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -174395.187500 Penalty: 3674.330322
	Iteration 16Q: 3 clusters Score -174395.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -174415.187500 Penalty: 3674.330322
	Iteration 17Q: 3 clusters Score -174415.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -174426.687500 Penalty: 3674.330322
	Iteration 18Q: 3 clusters Score -174426.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -174441.734375 Penalty: 3674.330322
	Iteration 19Q: 3 clusters Score -174441.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -174465.296875 Penalty: 3674.330322
	Iteration 20F: 3 clusters Score -174465.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -174486.015625 Penalty: 3674.330322
	Iteration 21Q: 3 clusters Score -174486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -174514.828125 Penalty: 3674.330322
	Iteration 22Q: 3 clusters Score -174514.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -174540.218750 Penalty: 3674.330322
	Iteration 23Q: 3 clusters Score -174540.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -174574.921875 Penalty: 3674.330322
	Iteration 24Q: 3 clusters Score -174574.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -174594.593750 Penalty: 3674.330322
	Iteration 25Q: 3 clusters Score -174594.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -174617.125000 Penalty: 3674.330322
	Iteration 26Q: 3 clusters Score -174617.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -174646.968750 Penalty: 3674.330322
	Iteration 27Q: 3 clusters Score -174647 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -174668.421875 Penalty: 3674.330322
	Iteration 28Q: 3 clusters Score -174668.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -174683.390625 Penalty: 3674.330322
	Iteration 29Q: 3 clusters Score -174683.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -174695.453125 Penalty: 3674.330322
	Iteration 30Q: 3 clusters Score -174695.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -174710.593750 Penalty: 3674.330322
	Iteration 31Q: 3 clusters Score -174710.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -174715.515625 Penalty: 3674.330322
	Iteration 32Q: 3 clusters Score -174715.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -174721.296875 Penalty: 3674.330322
	Iteration 33Q: 3 clusters Score -174721.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -174734.656250 Penalty: 3674.330322
	Iteration 34Q: 3 clusters Score -174734.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -174749.359375 Penalty: 3674.330322
	Iteration 35Q: 3 clusters Score -174749.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -174787.625000 Penalty: 3674.330322
	Iteration 36Q: 3 clusters Score -174787.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -174823.265625 Penalty: 3674.330322
	Iteration 37Q: 3 clusters Score -174823.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -174889.968750 Penalty: 3674.330322
	Iteration 38Q: 3 clusters Score -174890 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -174970.843750 Penalty: 3674.330322
	Iteration 39Q: 3 clusters Score -174970.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -175036.656250 Penalty: 3674.330322
	Iteration 40F: 3 clusters Score -175036.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -175085.062500 Penalty: 3674.330322
	Iteration 41Q: 3 clusters Score -175085.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -175114.718750 Penalty: 3674.330322
	Iteration 42Q: 3 clusters Score -175114.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -175129.171875 Penalty: 3674.330322
	Iteration 43Q: 3 clusters Score -175129.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -175142.171875 Penalty: 3674.330322
	Iteration 44Q: 3 clusters Score -175142.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -175155.890625 Penalty: 3674.330322
	Iteration 45Q: 3 clusters Score -175155.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -175171.703125 Penalty: 3674.330322
	Iteration 46Q: 3 clusters Score -175171.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -175189.375000 Penalty: 3674.330322
	Iteration 47Q: 3 clusters Score -175189.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -175206.453125 Penalty: 3674.330322
	Iteration 48Q: 3 clusters Score -175206.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -175214.421875 Penalty: 3674.330322
	Iteration 49Q: 3 clusters Score -175214.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -175218.796875 Penalty: 3674.330322
	Iteration 50Q: 3 clusters Score -175218.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -175224.000000 Penalty: 3674.330322
	Iteration 51Q: 3 clusters Score -175224 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -175233.609375 Penalty: 3674.330322
	Iteration 52Q: 3 clusters Score -175233.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -175239.515625 Penalty: 3674.330322
	Iteration 53Q: 3 clusters Score -175239.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -175253.109375 Penalty: 3674.330322
	Iteration 54Q: 3 clusters Score -175253.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -175266.109375 Penalty: 3674.330322
	Iteration 55Q: 3 clusters Score -175266.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -175289.953125 Penalty: 3674.330322
	Iteration 56Q: 3 clusters Score -175290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -175358.906250 Penalty: 3674.330322
	Iteration 57Q: 3 clusters Score -175358.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -175543.015625 Penalty: 3674.330322
	Iteration 58Q: 3 clusters Score -175543 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -175758.125000 Penalty: 3674.330322
	Iteration 59Q: 3 clusters Score -175758.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -175776.359375 Penalty: 3674.330322
	Iteration 60F: 3 clusters Score -175776.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -175781.921875 Penalty: 3674.330322
	Iteration 61Q: 3 clusters Score -175781.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -175787.656250 Penalty: 3674.330322
	Iteration 62Q: 3 clusters Score -175787.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -175793.984375 Penalty: 3674.330322
	Iteration 63Q: 3 clusters Score -175794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -175795.750000 Penalty: 3674.330322
	Iteration 64Q: 3 clusters Score -175795.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -175797.468750 Penalty: 3674.330322
	Iteration 65Q: 3 clusters Score -175797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -175797.468750 Penalty: 3674.330322
	Iteration 66F: 3 clusters Score -175797.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 176933 members 
Mstep: Class 6 contains 20319 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 72918 members 
Mstep: Class 9 contains 8385 members 
Mstep: Class 10 contains 66550 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 37370 members 
Mstep: Class 13 contains 34584 members 
Mstep: Class 14 contains 26442 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 18 contains 35063 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19410 members 
Mstep: Class 21 contains 17963 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22953 members 
Mstep: Class 25 contains 270966 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16474 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 301797 members 
Mstep: Class 32 contains 133551 members 
Mstep: Class 33 contains 60953 members 
Mstep: Class 34 contains 1097 members 
Entering Unmasked Estep 
Score: -161546784.000000 Penalty: 119441.187500
Splitting cluster 30 changes total score from -161545216.000000 to -161546784.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 31 (301797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301797 members 
Entering Unmasked Estep 
Score: -35532424.000000 Penalty: 3129.142334
	Iteration 0F: 2 clusters Score -3.553242e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151161 members 
Mstep: Class 2 contains 150636 members 
Entering Unmasked Estep 
Score: -35337472.000000 Penalty: 6258.284668
	Iteration 0F: 3 clusters Score -3.533747e+07 nChanged 146032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155313 members 
Mstep: Class 2 contains 146484 members 
Entering Unmasked Estep 
Score: -35424556.000000 Penalty: 6258.284668
	Iteration 1F: 3 clusters Score -3.542456e+07 nChanged 7271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158002 members 
Mstep: Class 2 contains 143795 members 
Entering Unmasked Estep 
Score: -35425852.000000 Penalty: 6258.284668
	Iteration 2Q: 3 clusters Score -3.542585e+07 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162210 members 
Mstep: Class 2 contains 139587 members 
Entering Unmasked Estep 
Score: -35427604.000000 Penalty: 6258.284668
	Iteration 3Q: 3 clusters Score -3.54276e+07 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168572 members 
Mstep: Class 2 contains 133225 members 
Entering Unmasked Estep 
Score: -35430328.000000 Penalty: 6258.284668
	Iteration 4Q: 3 clusters Score -3.543033e+07 nChanged 11604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178194 members 
Mstep: Class 2 contains 123603 members 
Entering Unmasked Estep 
Score: -35435048.000000 Penalty: 6258.284668
	Iteration 5Q: 3 clusters Score -3.543505e+07 nChanged 15234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192032 members 
Mstep: Class 2 contains 109765 members 
Entering Unmasked Estep 
Score: -35443372.000000 Penalty: 6258.284668
	Iteration 6F: 3 clusters Score -3.544337e+07 nChanged 19248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210140 members 
Mstep: Class 2 contains 91657 members 
Entering Unmasked Estep 
Score: -35456932.000000 Penalty: 6258.284668
	Iteration 7F: 3 clusters Score -3.545693e+07 nChanged 20955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230065 members 
Mstep: Class 2 contains 71732 members 
Entering Unmasked Estep 
Score: -35473724.000000 Penalty: 6258.284668
	Iteration 8F: 3 clusters Score -3.547372e+07 nChanged 18934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247709 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -35489768.000000 Penalty: 6258.284668
	Iteration 9F: 3 clusters Score -3.548977e+07 nChanged 14443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260634 members 
Mstep: Class 2 contains 41163 members 
Entering Unmasked Estep 
Score: -35501612.000000 Penalty: 6258.284668
	Iteration 10Q: 3 clusters Score -3.550161e+07 nChanged 10236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269338 members 
Mstep: Class 2 contains 32459 members 
Entering Unmasked Estep 
Score: -35509512.000000 Penalty: 6258.284668
	Iteration 11Q: 3 clusters Score -3.550951e+07 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275687 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -35514756.000000 Penalty: 6258.284668
	Iteration 12Q: 3 clusters Score -3.551476e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280614 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -35518860.000000 Penalty: 6258.284668
	Iteration 13Q: 3 clusters Score -3.551886e+07 nChanged 4146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284546 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -35521808.000000 Penalty: 6258.284668
	Iteration 14Q: 3 clusters Score -3.552181e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287829 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -35524184.000000 Penalty: 6258.284668
	Iteration 15Q: 3 clusters Score -3.552418e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290530 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -35525968.000000 Penalty: 6258.284668
	Iteration 16Q: 3 clusters Score -3.552597e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292800 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -35527436.000000 Penalty: 6258.284668
	Iteration 17Q: 3 clusters Score -3.552744e+07 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294624 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -35528296.000000 Penalty: 6258.284668
	Iteration 18Q: 3 clusters Score -3.55283e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296138 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -35529088.000000 Penalty: 6258.284668
	Iteration 19Q: 3 clusters Score -3.552909e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297315 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -35529764.000000 Penalty: 6258.284668
	Iteration 20F: 3 clusters Score -3.552976e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298160 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -35529780.000000 Penalty: 6258.284668
	Iteration 21Q: 3 clusters Score -3.552978e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298790 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -35529876.000000 Penalty: 6258.284668
	Iteration 22Q: 3 clusters Score -3.552988e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299286 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -35529916.000000 Penalty: 6258.284668
	Iteration 23Q: 3 clusters Score -3.552992e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299659 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -35529940.000000 Penalty: 6258.284668
	Iteration 24Q: 3 clusters Score -3.552994e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299944 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -35530000.000000 Penalty: 6258.284668
	Iteration 25Q: 3 clusters Score -3.553e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300146 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -35529940.000000 Penalty: 6258.284668
	Iteration 26Q: 3 clusters Score -3.552994e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300299 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -35530012.000000 Penalty: 6258.284668
	Iteration 27Q: 3 clusters Score -3.553001e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300417 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -35530000.000000 Penalty: 6258.284668
	Iteration 28Q: 3 clusters Score -3.553e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300522 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -35530008.000000 Penalty: 6258.284668
	Iteration 29Q: 3 clusters Score -3.553001e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300590 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -35530016.000000 Penalty: 6258.284668
	Iteration 30Q: 3 clusters Score -3.553002e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300635 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -35530032.000000 Penalty: 6258.284668
	Iteration 31Q: 3 clusters Score -3.553003e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300675 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -35530036.000000 Penalty: 6258.284668
	Iteration 32Q: 3 clusters Score -3.553004e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300712 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -35530048.000000 Penalty: 6258.284668
	Iteration 33Q: 3 clusters Score -3.553005e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300746 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -35530056.000000 Penalty: 6258.284668
	Iteration 34Q: 3 clusters Score -3.553006e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300779 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -35530056.000000 Penalty: 6258.284668
	Iteration 35Q: 3 clusters Score -3.553006e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300804 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -35530068.000000 Penalty: 6258.284668
	Iteration 36Q: 3 clusters Score -3.553007e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300832 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -35530104.000000 Penalty: 6258.284668
	Iteration 37Q: 3 clusters Score -3.55301e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300852 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -35530112.000000 Penalty: 6258.284668
	Iteration 38Q: 3 clusters Score -3.553011e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300870 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -35530140.000000 Penalty: 6258.284668
	Iteration 39Q: 3 clusters Score -3.553014e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300877 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -35530132.000000 Penalty: 6258.284668
	Iteration 40F: 3 clusters Score -3.553013e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300891 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -35530160.000000 Penalty: 6258.284668
	Iteration 41Q: 3 clusters Score -3.553016e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300896 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -35530156.000000 Penalty: 6258.284668
	Iteration 42Q: 3 clusters Score -3.553016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300902 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -35530160.000000 Penalty: 6258.284668
	Iteration 43Q: 3 clusters Score -3.553016e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300912 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -35530168.000000 Penalty: 6258.284668
	Iteration 44Q: 3 clusters Score -3.553017e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300917 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -35530180.000000 Penalty: 6258.284668
	Iteration 45Q: 3 clusters Score -3.553018e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300924 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -35530164.000000 Penalty: 6258.284668
	Iteration 46Q: 3 clusters Score -3.553016e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300929 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -35530184.000000 Penalty: 6258.284668
	Iteration 47Q: 3 clusters Score -3.553018e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300933 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -35530176.000000 Penalty: 6258.284668
	Iteration 48Q: 3 clusters Score -3.553018e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300933 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -35530180.000000 Penalty: 6258.284668
	Iteration 49Q: 3 clusters Score -3.553018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300933 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -35530180.000000 Penalty: 6258.284668
	Iteration 50F: 3 clusters Score -3.553018e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 11240 members 
Mstep: Class 3 contains 14004 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 176933 members 
Mstep: Class 6 contains 20319 members 
Mstep: Class 7 contains 7060 members 
Mstep: Class 8 contains 72918 members 
Mstep: Class 9 contains 8385 members 
Mstep: Class 10 contains 66550 members 
Mstep: Class 11 contains 14087 members 
Mstep: Class 12 contains 37370 members 
Mstep: Class 13 contains 34584 members 
Mstep: Class 14 contains 26442 members 
Mstep: Class 15 contains 3578 members 
Mstep: Class 16 contains 8839 members 
Mstep: Class 17 contains 12969 members 
Mstep: Class 18 contains 35063 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19410 members 
Mstep: Class 21 contains 17963 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22953 members 
Mstep: Class 25 contains 270966 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16474 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 552 members 
Mstep: Class 31 contains 301797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161558352.000000 Penalty: 119441.187500
Iteration 439Q: 35 clusters Score -1.615584e+08 nChanged 26455
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 11253 members 
Mstep: Class 3 contains 14100 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 182419 members 
Mstep: Class 6 contains 20401 members 
Mstep: Class 7 contains 7059 members 
Mstep: Class 8 contains 73158 members 
Mstep: Class 9 contains 8361 members 
Mstep: Class 10 contains 66565 members 
Mstep: Class 11 contains 14156 members 
Mstep: Class 12 contains 37389 members 
Mstep: Class 13 contains 34701 members 
Mstep: Class 14 contains 26681 members 
Mstep: Class 15 contains 3582 members 
Mstep: Class 16 contains 8840 members 
Mstep: Class 17 contains 12889 members 
Mstep: Class 18 contains 35537 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19442 members 
Mstep: Class 21 contains 18691 members 
Mstep: Class 22 contains 2248 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22959 members 
Mstep: Class 25 contains 269478 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16545 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 568 members 
Mstep: Class 31 contains 304239 members 
Mstep: Class 32 contains 130369 members 
Mstep: Class 33 contains 55576 members 
Mstep: Class 34 contains 1087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161567488.000000 Penalty: 119441.187500
Iteration 440F: 35 clusters Score -1.615675e+08 nChanged 23455
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 13828 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 186245 members 
Mstep: Class 6 contains 20274 members 
Mstep: Class 7 contains 7057 members 
Mstep: Class 8 contains 73391 members 
Mstep: Class 9 contains 8350 members 
Mstep: Class 10 contains 66564 members 
Mstep: Class 11 contains 14133 members 
Mstep: Class 12 contains 36658 members 
Mstep: Class 13 contains 34553 members 
Mstep: Class 14 contains 26304 members 
Mstep: Class 15 contains 3548 members 
Mstep: Class 16 contains 8837 members 
Mstep: Class 17 contains 12839 members 
Mstep: Class 18 contains 35016 members 
Mstep: Class 19 contains 12130 members 
Mstep: Class 20 contains 19420 members 
Mstep: Class 21 contains 19027 members 
Mstep: Class 22 contains 2232 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22953 members 
Mstep: Class 25 contains 266562 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 16227 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 574 members 
Mstep: Class 31 contains 303064 members 
Mstep: Class 32 contains 133937 members 
Mstep: Class 33 contains 54391 members 
Mstep: Class 34 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161572256.000000 Penalty: 119441.187500
Iteration 441Q: 35 clusters Score -1.615723e+08 nChanged 16098
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 11225 members 
Mstep: Class 3 contains 13588 members 
Mstep: Class 4 contains 479 members 
Mstep: Class 5 contains 190792 members 
Mstep: Class 6 contains 20197 members 
Mstep: Class 7 contains 7056 members 
Mstep: Class 8 contains 73556 members 
Mstep: Class 9 contains 8351 members 
Mstep: Class 10 contains 66550 members 
Mstep: Class 11 contains 14131 members 
Mstep: Class 12 contains 36003 members 
Mstep: Class 13 contains 34469 members 
Mstep: Class 14 contains 26001 members 
Mstep: Class 15 contains 3544 members 
Mstep: Class 16 contains 8835 members 
Mstep: Class 17 contains 12755 members 
Mstep: Class 18 contains 34553 members 
Mstep: Class 19 contains 12131 members 
Mstep: Class 20 contains 19395 members 
Mstep: Class 21 contains 19393 members 
Mstep: Class 22 contains 2227 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22963 members 
Mstep: Class 25 contains 263281 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 15991 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 576 members 
Mstep: Class 31 contains 302254 members 
Mstep: Class 32 contains 136187 members 
Mstep: Class 33 contains 53343 members 
Mstep: Class 34 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161575584.000000 Penalty: 119441.187500
Iteration 442Q: 35 clusters Score -1.615756e+08 nChanged 13761
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 11207 members 
Mstep: Class 3 contains 13395 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 195459 members 
Mstep: Class 6 contains 20124 members 
Mstep: Class 7 contains 7050 members 
Mstep: Class 8 contains 73647 members 
Mstep: Class 9 contains 8352 members 
Mstep: Class 10 contains 66566 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 35450 members 
Mstep: Class 13 contains 34406 members 
Mstep: Class 14 contains 25753 members 
Mstep: Class 15 contains 3542 members 
Mstep: Class 16 contains 8833 members 
Mstep: Class 17 contains 12725 members 
Mstep: Class 18 contains 34120 members 
Mstep: Class 19 contains 12131 members 
Mstep: Class 20 contains 19385 members 
Mstep: Class 21 contains 19697 members 
Mstep: Class 22 contains 2223 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22964 members 
Mstep: Class 25 contains 259436 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 15785 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 578 members 
Mstep: Class 31 contains 301541 members 
Mstep: Class 32 contains 138224 members 
Mstep: Class 33 contains 52617 members 
Mstep: Class 34 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161577376.000000 Penalty: 119441.187500
Iteration 443Q: 35 clusters Score -1.615774e+08 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11193 members 
Mstep: Class 3 contains 13226 members 
Mstep: Class 4 contains 478 members 
Mstep: Class 5 contains 200093 members 
Mstep: Class 6 contains 20079 members 
Mstep: Class 7 contains 7045 members 
Mstep: Class 8 contains 73659 members 
Mstep: Class 9 contains 8365 members 
Mstep: Class 10 contains 66558 members 
Mstep: Class 11 contains 14138 members 
Mstep: Class 12 contains 34947 members 
Mstep: Class 13 contains 34352 members 
Mstep: Class 14 contains 25524 members 
Mstep: Class 15 contains 3540 members 
Mstep: Class 16 contains 8830 members 
Mstep: Class 17 contains 12710 members 
Mstep: Class 18 contains 33731 members 
Mstep: Class 19 contains 12131 members 
Mstep: Class 20 contains 19373 members 
Mstep: Class 21 contains 19920 members 
Mstep: Class 22 contains 2215 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22969 members 
Mstep: Class 25 contains 255220 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 15597 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 582 members 
Mstep: Class 31 contains 300936 members 
Mstep: Class 32 contains 140432 members 
Mstep: Class 33 contains 51985 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161578816.000000 Penalty: 119441.187500
Iteration 444Q: 35 clusters Score -1.615788e+08 nChanged 11639
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11188 members 
Mstep: Class 3 contains 13072 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 204577 members 
Mstep: Class 6 contains 20044 members 
Mstep: Class 7 contains 7043 members 
Mstep: Class 8 contains 73643 members 
Mstep: Class 9 contains 8396 members 
Mstep: Class 10 contains 66526 members 
Mstep: Class 11 contains 14137 members 
Mstep: Class 12 contains 34500 members 
Mstep: Class 13 contains 34322 members 
Mstep: Class 14 contains 25304 members 
Mstep: Class 15 contains 3539 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 12683 members 
Mstep: Class 18 contains 33328 members 
Mstep: Class 19 contains 12132 members 
Mstep: Class 20 contains 19370 members 
Mstep: Class 21 contains 20067 members 
Mstep: Class 22 contains 2213 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22973 members 
Mstep: Class 25 contains 250911 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 15437 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 584 members 
Mstep: Class 31 contains 300401 members 
Mstep: Class 32 contains 142781 members 
Mstep: Class 33 contains 51356 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161579536.000000 Penalty: 119441.187500
Iteration 445Q: 35 clusters Score -1.615795e+08 nChanged 11096
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11183 members 
Mstep: Class 3 contains 12937 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 209138 members 
Mstep: Class 6 contains 19998 members 
Mstep: Class 7 contains 7038 members 
Mstep: Class 8 contains 73596 members 
Mstep: Class 9 contains 8430 members 
Mstep: Class 10 contains 66511 members 
Mstep: Class 11 contains 14134 members 
Mstep: Class 12 contains 34179 members 
Mstep: Class 13 contains 34281 members 
Mstep: Class 14 contains 25117 members 
Mstep: Class 15 contains 3544 members 
Mstep: Class 16 contains 8826 members 
Mstep: Class 17 contains 12675 members 
Mstep: Class 18 contains 32983 members 
Mstep: Class 19 contains 12133 members 
Mstep: Class 20 contains 19371 members 
Mstep: Class 21 contains 20143 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22981 members 
Mstep: Class 25 contains 246233 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 15309 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 299895 members 
Mstep: Class 32 contains 145132 members 
Mstep: Class 33 contains 50791 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161580752.000000 Penalty: 119441.187500
Iteration 446Q: 35 clusters Score -1.615808e+08 nChanged 10790
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11179 members 
Mstep: Class 3 contains 12810 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 213787 members 
Mstep: Class 6 contains 19965 members 
Mstep: Class 7 contains 7035 members 
Mstep: Class 8 contains 73513 members 
Mstep: Class 9 contains 8478 members 
Mstep: Class 10 contains 66487 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 33865 members 
Mstep: Class 13 contains 34262 members 
Mstep: Class 14 contains 24937 members 
Mstep: Class 15 contains 3536 members 
Mstep: Class 16 contains 8824 members 
Mstep: Class 17 contains 12680 members 
Mstep: Class 18 contains 32674 members 
Mstep: Class 19 contains 12133 members 
Mstep: Class 20 contains 19372 members 
Mstep: Class 21 contains 20159 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22992 members 
Mstep: Class 25 contains 241246 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 15213 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 299383 members 
Mstep: Class 32 contains 147572 members 
Mstep: Class 33 contains 50326 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161582032.000000 Penalty: 119441.187500
Iteration 447Q: 35 clusters Score -1.61582e+08 nChanged 10840
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11174 members 
Mstep: Class 3 contains 12683 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 218388 members 
Mstep: Class 6 contains 19937 members 
Mstep: Class 7 contains 7031 members 
Mstep: Class 8 contains 73414 members 
Mstep: Class 9 contains 8544 members 
Mstep: Class 10 contains 66450 members 
Mstep: Class 11 contains 14122 members 
Mstep: Class 12 contains 33579 members 
Mstep: Class 13 contains 34244 members 
Mstep: Class 14 contains 24805 members 
Mstep: Class 15 contains 3530 members 
Mstep: Class 16 contains 8825 members 
Mstep: Class 17 contains 12676 members 
Mstep: Class 18 contains 32363 members 
Mstep: Class 19 contains 12136 members 
Mstep: Class 20 contains 19374 members 
Mstep: Class 21 contains 20147 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22993 members 
Mstep: Class 25 contains 235976 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 15118 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298995 members 
Mstep: Class 32 contains 150126 members 
Mstep: Class 33 contains 49927 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161582960.000000 Penalty: 119441.187500
Iteration 448Q: 35 clusters Score -1.61583e+08 nChanged 11010
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11169 members 
Mstep: Class 3 contains 12574 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 223011 members 
Mstep: Class 6 contains 19932 members 
Mstep: Class 7 contains 7026 members 
Mstep: Class 8 contains 73284 members 
Mstep: Class 9 contains 8599 members 
Mstep: Class 10 contains 66419 members 
Mstep: Class 11 contains 14125 members 
Mstep: Class 12 contains 33339 members 
Mstep: Class 13 contains 34239 members 
Mstep: Class 14 contains 24671 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 8823 members 
Mstep: Class 17 contains 12667 members 
Mstep: Class 18 contains 32064 members 
Mstep: Class 19 contains 12137 members 
Mstep: Class 20 contains 19369 members 
Mstep: Class 21 contains 20117 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 22997 members 
Mstep: Class 25 contains 230416 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 15026 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298695 members 
Mstep: Class 32 contains 152789 members 
Mstep: Class 33 contains 49541 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161583600.000000 Penalty: 119441.187500
Iteration 449Q: 35 clusters Score -1.615836e+08 nChanged 10825
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11173 members 
Mstep: Class 3 contains 12468 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 227406 members 
Mstep: Class 6 contains 19923 members 
Mstep: Class 7 contains 7019 members 
Mstep: Class 8 contains 73167 members 
Mstep: Class 9 contains 8655 members 
Mstep: Class 10 contains 66410 members 
Mstep: Class 11 contains 14124 members 
Mstep: Class 12 contains 33156 members 
Mstep: Class 13 contains 34239 members 
Mstep: Class 14 contains 24528 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 17 contains 12654 members 
Mstep: Class 18 contains 31823 members 
Mstep: Class 19 contains 12137 members 
Mstep: Class 20 contains 19376 members 
Mstep: Class 21 contains 20080 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23000 members 
Mstep: Class 25 contains 224807 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14968 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298395 members 
Mstep: Class 32 contains 155556 members 
Mstep: Class 33 contains 49146 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161583776.000000 Penalty: 119441.187500
Iteration 450Q: 35 clusters Score -1.615838e+08 nChanged 10934
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11172 members 
Mstep: Class 3 contains 12374 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 231539 members 
Mstep: Class 6 contains 19917 members 
Mstep: Class 7 contains 7016 members 
Mstep: Class 8 contains 73016 members 
Mstep: Class 9 contains 8721 members 
Mstep: Class 10 contains 66375 members 
Mstep: Class 11 contains 14123 members 
Mstep: Class 12 contains 32994 members 
Mstep: Class 13 contains 34239 members 
Mstep: Class 14 contains 24420 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 12646 members 
Mstep: Class 18 contains 31574 members 
Mstep: Class 19 contains 12137 members 
Mstep: Class 20 contains 19369 members 
Mstep: Class 21 contains 20035 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23001 members 
Mstep: Class 25 contains 219187 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14916 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2559 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298206 members 
Mstep: Class 32 contains 158430 members 
Mstep: Class 33 contains 48805 members 
Mstep: Class 34 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161584400.000000 Penalty: 119441.187500
Iteration 451Q: 35 clusters Score -1.615844e+08 nChanged 10925
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11172 members 
Mstep: Class 3 contains 12265 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 235388 members 
Mstep: Class 6 contains 19880 members 
Mstep: Class 7 contains 7013 members 
Mstep: Class 8 contains 72856 members 
Mstep: Class 9 contains 8779 members 
Mstep: Class 10 contains 66336 members 
Mstep: Class 11 contains 14131 members 
Mstep: Class 12 contains 32864 members 
Mstep: Class 13 contains 34257 members 
Mstep: Class 14 contains 24310 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 8822 members 
Mstep: Class 17 contains 12635 members 
Mstep: Class 18 contains 31345 members 
Mstep: Class 19 contains 12137 members 
Mstep: Class 20 contains 19373 members 
Mstep: Class 21 contains 20026 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23006 members 
Mstep: Class 25 contains 213582 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14887 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298180 members 
Mstep: Class 32 contains 161295 members 
Mstep: Class 33 contains 48496 members 
Mstep: Class 34 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161583824.000000 Penalty: 119441.187500
Iteration 452Q: 35 clusters Score -1.615838e+08 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11172 members 
Mstep: Class 3 contains 12169 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 239084 members 
Mstep: Class 6 contains 19849 members 
Mstep: Class 7 contains 7008 members 
Mstep: Class 8 contains 72685 members 
Mstep: Class 9 contains 8850 members 
Mstep: Class 10 contains 66300 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 32753 members 
Mstep: Class 13 contains 34248 members 
Mstep: Class 14 contains 24196 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 8820 members 
Mstep: Class 17 contains 12632 members 
Mstep: Class 18 contains 31107 members 
Mstep: Class 19 contains 12139 members 
Mstep: Class 20 contains 19375 members 
Mstep: Class 21 contains 20007 members 
Mstep: Class 22 contains 2209 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23009 members 
Mstep: Class 25 contains 208033 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14853 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2560 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298230 members 
Mstep: Class 32 contains 164138 members 
Mstep: Class 33 contains 48244 members 
Mstep: Class 34 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161585024.000000 Penalty: 119441.187500
Iteration 453Q: 35 clusters Score -1.61585e+08 nChanged 10652
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11166 members 
Mstep: Class 3 contains 12089 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 242693 members 
Mstep: Class 6 contains 19840 members 
Mstep: Class 7 contains 7006 members 
Mstep: Class 8 contains 72484 members 
Mstep: Class 9 contains 8909 members 
Mstep: Class 10 contains 66276 members 
Mstep: Class 11 contains 14127 members 
Mstep: Class 12 contains 32670 members 
Mstep: Class 13 contains 34240 members 
Mstep: Class 14 contains 24107 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 8821 members 
Mstep: Class 17 contains 12625 members 
Mstep: Class 18 contains 30854 members 
Mstep: Class 19 contains 12141 members 
Mstep: Class 20 contains 19376 members 
Mstep: Class 21 contains 19993 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23008 members 
Mstep: Class 25 contains 202500 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14810 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298328 members 
Mstep: Class 32 contains 166979 members 
Mstep: Class 33 contains 47993 members 
Mstep: Class 34 contains 1081 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161584944.000000 Penalty: 119441.187500
Iteration 454Q: 35 clusters Score -1.615849e+08 nChanged 10704
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11164 members 
Mstep: Class 3 contains 12014 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 245977 members 
Mstep: Class 6 contains 19839 members 
Mstep: Class 7 contains 7003 members 
Mstep: Class 8 contains 72321 members 
Mstep: Class 9 contains 8970 members 
Mstep: Class 10 contains 66238 members 
Mstep: Class 11 contains 14124 members 
Mstep: Class 12 contains 32585 members 
Mstep: Class 13 contains 34235 members 
Mstep: Class 14 contains 24016 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 8818 members 
Mstep: Class 17 contains 12626 members 
Mstep: Class 18 contains 30570 members 
Mstep: Class 19 contains 12143 members 
Mstep: Class 20 contains 19364 members 
Mstep: Class 21 contains 19958 members 
Mstep: Class 22 contains 2211 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23007 members 
Mstep: Class 25 contains 197123 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14805 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2556 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298458 members 
Mstep: Class 32 contains 169928 members 
Mstep: Class 33 contains 47747 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161586080.000000 Penalty: 119441.187500
Iteration 455Q: 35 clusters Score -1.615861e+08 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 11161 members 
Mstep: Class 3 contains 11955 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 248775 members 
Mstep: Class 6 contains 19820 members 
Mstep: Class 7 contains 7000 members 
Mstep: Class 8 contains 72157 members 
Mstep: Class 9 contains 9038 members 
Mstep: Class 10 contains 66193 members 
Mstep: Class 11 contains 14121 members 
Mstep: Class 12 contains 32487 members 
Mstep: Class 13 contains 34243 members 
Mstep: Class 14 contains 23923 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 8817 members 
Mstep: Class 17 contains 12632 members 
Mstep: Class 18 contains 30280 members 
Mstep: Class 19 contains 12145 members 
Mstep: Class 20 contains 19356 members 
Mstep: Class 21 contains 19917 members 
Mstep: Class 22 contains 2211 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23006 members 
Mstep: Class 25 contains 191967 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14807 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298694 members 
Mstep: Class 32 contains 173023 members 
Mstep: Class 33 contains 47514 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161586640.000000 Penalty: 119441.187500
Iteration 456Q: 35 clusters Score -1.615866e+08 nChanged 10786
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 11158 members 
Mstep: Class 3 contains 11901 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 251269 members 
Mstep: Class 6 contains 19801 members 
Mstep: Class 7 contains 6998 members 
Mstep: Class 8 contains 71999 members 
Mstep: Class 9 contains 9088 members 
Mstep: Class 10 contains 66150 members 
Mstep: Class 11 contains 14120 members 
Mstep: Class 12 contains 32421 members 
Mstep: Class 13 contains 34237 members 
Mstep: Class 14 contains 23828 members 
Mstep: Class 15 contains 3532 members 
Mstep: Class 16 contains 8814 members 
Mstep: Class 17 contains 12672 members 
Mstep: Class 18 contains 29988 members 
Mstep: Class 19 contains 12146 members 
Mstep: Class 20 contains 19350 members 
Mstep: Class 21 contains 19871 members 
Mstep: Class 22 contains 2211 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23006 members 
Mstep: Class 25 contains 186936 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14805 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2556 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298948 members 
Mstep: Class 32 contains 176210 members 
Mstep: Class 33 contains 47312 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161587424.000000 Penalty: 119441.187500
Iteration 457Q: 35 clusters Score -1.615874e+08 nChanged 10307
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11156 members 
Mstep: Class 3 contains 11835 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 253023 members 
Mstep: Class 6 contains 19782 members 
Mstep: Class 7 contains 6996 members 
Mstep: Class 8 contains 71861 members 
Mstep: Class 9 contains 9147 members 
Mstep: Class 10 contains 66109 members 
Mstep: Class 11 contains 14124 members 
Mstep: Class 12 contains 32337 members 
Mstep: Class 13 contains 34236 members 
Mstep: Class 14 contains 23746 members 
Mstep: Class 15 contains 3535 members 
Mstep: Class 16 contains 8813 members 
Mstep: Class 17 contains 12726 members 
Mstep: Class 18 contains 29681 members 
Mstep: Class 19 contains 12146 members 
Mstep: Class 20 contains 19347 members 
Mstep: Class 21 contains 19834 members 
Mstep: Class 22 contains 2210 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23009 members 
Mstep: Class 25 contains 182531 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14807 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 299277 members 
Mstep: Class 32 contains 179402 members 
Mstep: Class 33 contains 47098 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161588944.000000 Penalty: 119441.187500
Iteration 458Q: 35 clusters Score -1.615889e+08 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11157 members 
Mstep: Class 3 contains 11798 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 253684 members 
Mstep: Class 6 contains 19765 members 
Mstep: Class 7 contains 6993 members 
Mstep: Class 8 contains 71693 members 
Mstep: Class 9 contains 9212 members 
Mstep: Class 10 contains 66085 members 
Mstep: Class 11 contains 14121 members 
Mstep: Class 12 contains 32236 members 
Mstep: Class 13 contains 34233 members 
Mstep: Class 14 contains 23667 members 
Mstep: Class 15 contains 3536 members 
Mstep: Class 16 contains 8811 members 
Mstep: Class 17 contains 12806 members 
Mstep: Class 18 contains 29378 members 
Mstep: Class 19 contains 12146 members 
Mstep: Class 20 contains 19348 members 
Mstep: Class 21 contains 19796 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23008 members 
Mstep: Class 25 contains 178849 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 299720 members 
Mstep: Class 32 contains 182778 members 
Mstep: Class 33 contains 46907 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161588672.000000 Penalty: 119441.187500
Iteration 459Q: 35 clusters Score -1.615887e+08 nChanged 9086
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11163 members 
Mstep: Class 3 contains 11752 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 253338 members 
Mstep: Class 6 contains 19774 members 
Mstep: Class 7 contains 6991 members 
Mstep: Class 8 contains 71528 members 
Mstep: Class 9 contains 9246 members 
Mstep: Class 10 contains 66068 members 
Mstep: Class 11 contains 14114 members 
Mstep: Class 12 contains 32146 members 
Mstep: Class 13 contains 34224 members 
Mstep: Class 14 contains 23594 members 
Mstep: Class 15 contains 3540 members 
Mstep: Class 16 contains 8809 members 
Mstep: Class 17 contains 12885 members 
Mstep: Class 18 contains 29141 members 
Mstep: Class 19 contains 12146 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 19757 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23012 members 
Mstep: Class 25 contains 175938 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14859 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2558 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 300110 members 
Mstep: Class 32 contains 186361 members 
Mstep: Class 33 contains 46718 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161588960.000000 Penalty: 119441.187500
Iteration 460F: 35 clusters Score -1.61589e+08 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11168 members 
Mstep: Class 3 contains 11731 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 254256 members 
Mstep: Class 6 contains 19761 members 
Mstep: Class 7 contains 6990 members 
Mstep: Class 8 contains 71366 members 
Mstep: Class 9 contains 9268 members 
Mstep: Class 10 contains 66039 members 
Mstep: Class 11 contains 14111 members 
Mstep: Class 12 contains 32066 members 
Mstep: Class 13 contains 34223 members 
Mstep: Class 14 contains 23507 members 
Mstep: Class 15 contains 3541 members 
Mstep: Class 16 contains 8804 members 
Mstep: Class 17 contains 12974 members 
Mstep: Class 18 contains 28950 members 
Mstep: Class 19 contains 12147 members 
Mstep: Class 20 contains 19336 members 
Mstep: Class 21 contains 19731 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23013 members 
Mstep: Class 25 contains 171569 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14894 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 300450 members 
Mstep: Class 32 contains 190102 members 
Mstep: Class 33 contains 46564 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161589424.000000 Penalty: 119441.187500
Iteration 461Q: 35 clusters Score -1.615894e+08 nChanged 10774
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11167 members 
Mstep: Class 3 contains 11706 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 254827 members 
Mstep: Class 6 contains 19755 members 
Mstep: Class 7 contains 6987 members 
Mstep: Class 8 contains 71206 members 
Mstep: Class 9 contains 9309 members 
Mstep: Class 10 contains 66005 members 
Mstep: Class 11 contains 14105 members 
Mstep: Class 12 contains 32012 members 
Mstep: Class 13 contains 34225 members 
Mstep: Class 14 contains 23427 members 
Mstep: Class 15 contains 3540 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 13015 members 
Mstep: Class 18 contains 28742 members 
Mstep: Class 19 contains 12149 members 
Mstep: Class 20 contains 19340 members 
Mstep: Class 21 contains 19704 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23012 members 
Mstep: Class 25 contains 167435 members 
Mstep: Class 26 contains 1874 members 
Mstep: Class 27 contains 14890 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2557 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 300807 members 
Mstep: Class 32 contains 193974 members 
Mstep: Class 33 contains 46420 members 
Mstep: Class 34 contains 1082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161589296.000000 Penalty: 119441.187500
Iteration 462Q: 35 clusters Score -1.615893e+08 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11176 members 
Mstep: Class 3 contains 11697 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 255220 members 
Mstep: Class 6 contains 19753 members 
Mstep: Class 7 contains 6982 members 
Mstep: Class 8 contains 71024 members 
Mstep: Class 9 contains 9342 members 
Mstep: Class 10 contains 66004 members 
Mstep: Class 11 contains 14118 members 
Mstep: Class 12 contains 31971 members 
Mstep: Class 13 contains 34218 members 
Mstep: Class 14 contains 23339 members 
Mstep: Class 15 contains 3539 members 
Mstep: Class 16 contains 8802 members 
Mstep: Class 17 contains 13041 members 
Mstep: Class 18 contains 28547 members 
Mstep: Class 19 contains 12149 members 
Mstep: Class 20 contains 19345 members 
Mstep: Class 21 contains 19689 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23015 members 
Mstep: Class 25 contains 163382 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14923 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 301083 members 
Mstep: Class 32 contains 197946 members 
Mstep: Class 33 contains 46250 members 
Mstep: Class 34 contains 1083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161589264.000000 Penalty: 119441.187500
Iteration 463Q: 35 clusters Score -1.615893e+08 nChanged 10689
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11184 members 
Mstep: Class 3 contains 11699 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 255349 members 
Mstep: Class 6 contains 19742 members 
Mstep: Class 7 contains 6977 members 
Mstep: Class 8 contains 70817 members 
Mstep: Class 9 contains 9381 members 
Mstep: Class 10 contains 65997 members 
Mstep: Class 11 contains 14117 members 
Mstep: Class 12 contains 31916 members 
Mstep: Class 13 contains 34212 members 
Mstep: Class 14 contains 23261 members 
Mstep: Class 15 contains 3542 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 13039 members 
Mstep: Class 18 contains 28359 members 
Mstep: Class 19 contains 12151 members 
Mstep: Class 20 contains 19347 members 
Mstep: Class 21 contains 19650 members 
Mstep: Class 22 contains 2208 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23011 members 
Mstep: Class 25 contains 159580 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14937 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2561 members 
Mstep: Class 30 contains 587 members 
Mstep: Class 31 contains 301320 members 
Mstep: Class 32 contains 202059 members 
Mstep: Class 33 contains 46107 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161588944.000000 Penalty: 119441.187500
Iteration 464Q: 35 clusters Score -1.615889e+08 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11182 members 
Mstep: Class 3 contains 11715 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 255470 members 
Mstep: Class 6 contains 19748 members 
Mstep: Class 7 contains 6974 members 
Mstep: Class 8 contains 70585 members 
Mstep: Class 9 contains 9431 members 
Mstep: Class 10 contains 65987 members 
Mstep: Class 11 contains 14109 members 
Mstep: Class 12 contains 31847 members 
Mstep: Class 13 contains 34212 members 
Mstep: Class 14 contains 23215 members 
Mstep: Class 15 contains 3540 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 13013 members 
Mstep: Class 18 contains 28191 members 
Mstep: Class 19 contains 12153 members 
Mstep: Class 20 contains 19339 members 
Mstep: Class 21 contains 19620 members 
Mstep: Class 22 contains 2207 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23010 members 
Mstep: Class 25 contains 155999 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14933 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2565 members 
Mstep: Class 30 contains 587 members 
Mstep: Class 31 contains 301431 members 
Mstep: Class 32 contains 206074 members 
Mstep: Class 33 contains 45973 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161589376.000000 Penalty: 119441.187500
Iteration 465Q: 35 clusters Score -1.615894e+08 nChanged 10078
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 11183 members 
Mstep: Class 3 contains 11729 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 255562 members 
Mstep: Class 6 contains 19759 members 
Mstep: Class 7 contains 6971 members 
Mstep: Class 8 contains 70364 members 
Mstep: Class 9 contains 9490 members 
Mstep: Class 10 contains 65977 members 
Mstep: Class 11 contains 14119 members 
Mstep: Class 12 contains 31772 members 
Mstep: Class 13 contains 34219 members 
Mstep: Class 14 contains 23193 members 
Mstep: Class 15 contains 3540 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 12985 members 
Mstep: Class 18 contains 28042 members 
Mstep: Class 19 contains 12154 members 
Mstep: Class 20 contains 19327 members 
Mstep: Class 21 contains 19585 members 
Mstep: Class 22 contains 2205 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23010 members 
Mstep: Class 25 contains 152523 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14912 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2567 members 
Mstep: Class 30 contains 587 members 
Mstep: Class 31 contains 301380 members 
Mstep: Class 32 contains 210118 members 
Mstep: Class 33 contains 45836 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161589088.000000 Penalty: 119441.187500
Iteration 466Q: 35 clusters Score -1.615891e+08 nChanged 9783
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11192 members 
Mstep: Class 3 contains 11744 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 255596 members 
Mstep: Class 6 contains 19756 members 
Mstep: Class 7 contains 6967 members 
Mstep: Class 8 contains 70130 members 
Mstep: Class 9 contains 9552 members 
Mstep: Class 10 contains 65967 members 
Mstep: Class 11 contains 14124 members 
Mstep: Class 12 contains 31736 members 
Mstep: Class 13 contains 34212 members 
Mstep: Class 14 contains 23179 members 
Mstep: Class 15 contains 3536 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 12967 members 
Mstep: Class 18 contains 27870 members 
Mstep: Class 19 contains 12155 members 
Mstep: Class 20 contains 19333 members 
Mstep: Class 21 contains 19542 members 
Mstep: Class 22 contains 2201 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23006 members 
Mstep: Class 25 contains 149159 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14898 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2571 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 301244 members 
Mstep: Class 32 contains 214169 members 
Mstep: Class 33 contains 45714 members 
Mstep: Class 34 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161588768.000000 Penalty: 119441.187500
Iteration 467Q: 35 clusters Score -1.615888e+08 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11192 members 
Mstep: Class 3 contains 11738 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 255386 members 
Mstep: Class 6 contains 19765 members 
Mstep: Class 7 contains 6962 members 
Mstep: Class 8 contains 69886 members 
Mstep: Class 9 contains 9623 members 
Mstep: Class 10 contains 65956 members 
Mstep: Class 11 contains 14130 members 
Mstep: Class 12 contains 31692 members 
Mstep: Class 13 contains 34203 members 
Mstep: Class 14 contains 23170 members 
Mstep: Class 15 contains 3533 members 
Mstep: Class 16 contains 8801 members 
Mstep: Class 17 contains 12960 members 
Mstep: Class 18 contains 27710 members 
Mstep: Class 19 contains 12159 members 
Mstep: Class 20 contains 19336 members 
Mstep: Class 21 contains 19506 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23001 members 
Mstep: Class 25 contains 146007 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14899 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2572 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 301116 members 
Mstep: Class 32 contains 218197 members 
Mstep: Class 33 contains 45624 members 
Mstep: Class 34 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161588400.000000 Penalty: 119441.187500
Iteration 468Q: 35 clusters Score -1.615884e+08 nChanged 9345
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11196 members 
Mstep: Class 3 contains 11729 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 254935 members 
Mstep: Class 6 contains 19744 members 
Mstep: Class 7 contains 6952 members 
Mstep: Class 8 contains 69629 members 
Mstep: Class 9 contains 9684 members 
Mstep: Class 10 contains 65966 members 
Mstep: Class 11 contains 14144 members 
Mstep: Class 12 contains 31650 members 
Mstep: Class 13 contains 34189 members 
Mstep: Class 14 contains 23174 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 12933 members 
Mstep: Class 18 contains 27562 members 
Mstep: Class 19 contains 12159 members 
Mstep: Class 20 contains 19343 members 
Mstep: Class 21 contains 19468 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23009 members 
Mstep: Class 25 contains 143089 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14889 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 301001 members 
Mstep: Class 32 contains 222193 members 
Mstep: Class 33 contains 45584 members 
Mstep: Class 34 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161588576.000000 Penalty: 119441.187500
Iteration 469Q: 35 clusters Score -1.615886e+08 nChanged 9321
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11203 members 
Mstep: Class 3 contains 11715 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 254348 members 
Mstep: Class 6 contains 19719 members 
Mstep: Class 7 contains 6944 members 
Mstep: Class 8 contains 69351 members 
Mstep: Class 9 contains 9744 members 
Mstep: Class 10 contains 65968 members 
Mstep: Class 11 contains 14145 members 
Mstep: Class 12 contains 31575 members 
Mstep: Class 13 contains 34182 members 
Mstep: Class 14 contains 23150 members 
Mstep: Class 15 contains 3526 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 12925 members 
Mstep: Class 18 contains 27383 members 
Mstep: Class 19 contains 12160 members 
Mstep: Class 20 contains 19343 members 
Mstep: Class 21 contains 19459 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23010 members 
Mstep: Class 25 contains 140231 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14890 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2573 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 300904 members 
Mstep: Class 32 contains 226348 members 
Mstep: Class 33 contains 45530 members 
Mstep: Class 34 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161589008.000000 Penalty: 119441.187500
Iteration 470Q: 35 clusters Score -1.61589e+08 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11212 members 
Mstep: Class 3 contains 11717 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 253684 members 
Mstep: Class 6 contains 19699 members 
Mstep: Class 7 contains 6939 members 
Mstep: Class 8 contains 69115 members 
Mstep: Class 9 contains 9777 members 
Mstep: Class 10 contains 65966 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 31545 members 
Mstep: Class 13 contains 34183 members 
Mstep: Class 14 contains 23122 members 
Mstep: Class 15 contains 3527 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 12928 members 
Mstep: Class 18 contains 27238 members 
Mstep: Class 19 contains 12160 members 
Mstep: Class 20 contains 19332 members 
Mstep: Class 21 contains 19460 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23015 members 
Mstep: Class 25 contains 137546 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14875 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2575 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 300625 members 
Mstep: Class 32 contains 230480 members 
Mstep: Class 33 contains 45472 members 
Mstep: Class 34 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161589712.000000 Penalty: 119441.187500
Iteration 471Q: 35 clusters Score -1.615897e+08 nChanged 8703
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11217 members 
Mstep: Class 3 contains 11714 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 253108 members 
Mstep: Class 6 contains 19696 members 
Mstep: Class 7 contains 6934 members 
Mstep: Class 8 contains 68887 members 
Mstep: Class 9 contains 9818 members 
Mstep: Class 10 contains 65955 members 
Mstep: Class 11 contains 14136 members 
Mstep: Class 12 contains 31486 members 
Mstep: Class 13 contains 34185 members 
Mstep: Class 14 contains 23128 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 8797 members 
Mstep: Class 17 contains 12922 members 
Mstep: Class 18 contains 27079 members 
Mstep: Class 19 contains 12161 members 
Mstep: Class 20 contains 19328 members 
Mstep: Class 21 contains 19451 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23016 members 
Mstep: Class 25 contains 134977 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14863 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2576 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 300230 members 
Mstep: Class 32 contains 234519 members 
Mstep: Class 33 contains 45417 members 
Mstep: Class 34 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161590160.000000 Penalty: 119441.187500
Iteration 472Q: 35 clusters Score -1.615902e+08 nChanged 8475
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11222 members 
Mstep: Class 3 contains 11711 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 252361 members 
Mstep: Class 6 contains 19694 members 
Mstep: Class 7 contains 6929 members 
Mstep: Class 8 contains 68649 members 
Mstep: Class 9 contains 9880 members 
Mstep: Class 10 contains 65937 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 31397 members 
Mstep: Class 13 contains 34187 members 
Mstep: Class 14 contains 23144 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 8797 members 
Mstep: Class 17 contains 12915 members 
Mstep: Class 18 contains 26932 members 
Mstep: Class 19 contains 12163 members 
Mstep: Class 20 contains 19319 members 
Mstep: Class 21 contains 19415 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23014 members 
Mstep: Class 25 contains 132614 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14855 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 299815 members 
Mstep: Class 32 contains 238567 members 
Mstep: Class 33 contains 45367 members 
Mstep: Class 34 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161590752.000000 Penalty: 119441.187500
Iteration 473Q: 35 clusters Score -1.615908e+08 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11224 members 
Mstep: Class 3 contains 11704 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 251689 members 
Mstep: Class 6 contains 19682 members 
Mstep: Class 7 contains 6918 members 
Mstep: Class 8 contains 68408 members 
Mstep: Class 9 contains 9918 members 
Mstep: Class 10 contains 65914 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 31326 members 
Mstep: Class 13 contains 34190 members 
Mstep: Class 14 contains 23134 members 
Mstep: Class 15 contains 3526 members 
Mstep: Class 16 contains 8797 members 
Mstep: Class 17 contains 12903 members 
Mstep: Class 18 contains 26785 members 
Mstep: Class 19 contains 12166 members 
Mstep: Class 20 contains 19317 members 
Mstep: Class 21 contains 19395 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23012 members 
Mstep: Class 25 contains 130360 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14855 members 
Mstep: Class 28 contains 2029 members 
Mstep: Class 29 contains 2580 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 299458 members 
Mstep: Class 32 contains 242416 members 
Mstep: Class 33 contains 45312 members 
Mstep: Class 34 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161591760.000000 Penalty: 119441.187500
Iteration 474Q: 35 clusters Score -1.615918e+08 nChanged 7813
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11224 members 
Mstep: Class 3 contains 11701 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 251174 members 
Mstep: Class 6 contains 19670 members 
Mstep: Class 7 contains 6906 members 
Mstep: Class 8 contains 68185 members 
Mstep: Class 9 contains 9974 members 
Mstep: Class 10 contains 65889 members 
Mstep: Class 11 contains 14133 members 
Mstep: Class 12 contains 31276 members 
Mstep: Class 13 contains 34184 members 
Mstep: Class 14 contains 23111 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 12887 members 
Mstep: Class 18 contains 26648 members 
Mstep: Class 19 contains 12169 members 
Mstep: Class 20 contains 19312 members 
Mstep: Class 21 contains 19379 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23008 members 
Mstep: Class 25 contains 128179 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14853 members 
Mstep: Class 28 contains 2030 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298945 members 
Mstep: Class 32 contains 246161 members 
Mstep: Class 33 contains 45252 members 
Mstep: Class 34 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592000.000000 Penalty: 119441.187500
Iteration 475Q: 35 clusters Score -1.61592e+08 nChanged 7344
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11225 members 
Mstep: Class 3 contains 11695 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 250594 members 
Mstep: Class 6 contains 19671 members 
Mstep: Class 7 contains 6892 members 
Mstep: Class 8 contains 67972 members 
Mstep: Class 9 contains 10015 members 
Mstep: Class 10 contains 65885 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 31207 members 
Mstep: Class 13 contains 34175 members 
Mstep: Class 14 contains 23097 members 
Mstep: Class 15 contains 3518 members 
Mstep: Class 16 contains 8797 members 
Mstep: Class 17 contains 12854 members 
Mstep: Class 18 contains 26531 members 
Mstep: Class 19 contains 12168 members 
Mstep: Class 20 contains 19307 members 
Mstep: Class 21 contains 19359 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23012 members 
Mstep: Class 25 contains 126199 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14872 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 298355 members 
Mstep: Class 32 contains 249800 members 
Mstep: Class 33 contains 45204 members 
Mstep: Class 34 contains 1085 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592352.000000 Penalty: 119441.187500
Iteration 476Q: 35 clusters Score -1.615924e+08 nChanged 7074
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 11688 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 250123 members 
Mstep: Class 6 contains 19680 members 
Mstep: Class 7 contains 6878 members 
Mstep: Class 8 contains 67760 members 
Mstep: Class 9 contains 10068 members 
Mstep: Class 10 contains 65865 members 
Mstep: Class 11 contains 14127 members 
Mstep: Class 12 contains 31155 members 
Mstep: Class 13 contains 34178 members 
Mstep: Class 14 contains 23091 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 8794 members 
Mstep: Class 17 contains 12844 members 
Mstep: Class 18 contains 26412 members 
Mstep: Class 19 contains 12169 members 
Mstep: Class 20 contains 19302 members 
Mstep: Class 21 contains 19335 members 
Mstep: Class 22 contains 2198 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23013 members 
Mstep: Class 25 contains 124242 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14879 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 297892 members 
Mstep: Class 32 contains 253149 members 
Mstep: Class 33 contains 45144 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161593136.000000 Penalty: 119441.187500
Iteration 477Q: 35 clusters Score -1.615931e+08 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11231 members 
Mstep: Class 3 contains 11668 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 249657 members 
Mstep: Class 6 contains 19657 members 
Mstep: Class 7 contains 6867 members 
Mstep: Class 8 contains 67528 members 
Mstep: Class 9 contains 10103 members 
Mstep: Class 10 contains 65839 members 
Mstep: Class 11 contains 14127 members 
Mstep: Class 12 contains 31130 members 
Mstep: Class 13 contains 34186 members 
Mstep: Class 14 contains 23058 members 
Mstep: Class 15 contains 3519 members 
Mstep: Class 16 contains 8796 members 
Mstep: Class 17 contains 12853 members 
Mstep: Class 18 contains 26283 members 
Mstep: Class 19 contains 12169 members 
Mstep: Class 20 contains 19301 members 
Mstep: Class 21 contains 19312 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23013 members 
Mstep: Class 25 contains 122364 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14887 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2582 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 297468 members 
Mstep: Class 32 contains 256428 members 
Mstep: Class 33 contains 45097 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592640.000000 Penalty: 119441.187500
Iteration 478Q: 35 clusters Score -1.615926e+08 nChanged 6700
Entering ConstructFrom: 
Score: -161592640.000000 Penalty: 119441.187500
Entering ConstructFrom: 
Trying to split cluster 1 (781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Entering Unmasked Estep 
Score: -83015.703125 Penalty: 1651.822632
	Iteration 0F: 2 clusters Score -83015.7 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 368 members 
Entering Unmasked Estep 
Score: -81277.507812 Penalty: 3303.645264
	Iteration 0F: 3 clusters Score -81277.51 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -81569.664062 Penalty: 3303.645264
	Iteration 1F: 3 clusters Score -81569.66 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -81665.179688 Penalty: 3303.645264
	Iteration 2F: 3 clusters Score -81665.18 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -81708.968750 Penalty: 3303.645264
	Iteration 3Q: 3 clusters Score -81708.97 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -81734.242188 Penalty: 3303.645264
	Iteration 4Q: 3 clusters Score -81734.24 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -81744.867188 Penalty: 3303.645264
	Iteration 5Q: 3 clusters Score -81744.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -81749.054688 Penalty: 3303.645264
	Iteration 6Q: 3 clusters Score -81749.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81751.296875 Penalty: 3303.645264
	Iteration 7Q: 3 clusters Score -81751.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81756.796875 Penalty: 3303.645264
	Iteration 8Q: 3 clusters Score -81756.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -81763.296875 Penalty: 3303.645264
	Iteration 9Q: 3 clusters Score -81763.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81774.046875 Penalty: 3303.645264
	Iteration 10Q: 3 clusters Score -81774.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81784.101562 Penalty: 3303.645264
	Iteration 11Q: 3 clusters Score -81784.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81790.640625 Penalty: 3303.645264
	Iteration 12Q: 3 clusters Score -81790.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -81793.234375 Penalty: 3303.645264
	Iteration 13Q: 3 clusters Score -81793.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81794.476562 Penalty: 3303.645264
	Iteration 14Q: 3 clusters Score -81794.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -81794.476562 Penalty: 3303.645264
	Iteration 15F: 3 clusters Score -81794.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11232 members 
Entering Unmasked Estep 
Score: -1253103.625000 Penalty: 2312.977539
	Iteration 0F: 2 clusters Score -1253104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1244621.375000 Penalty: 4625.955078
	Iteration 0F: 3 clusters Score -1244621 nChanged 4796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1247201.250000 Penalty: 4625.955078
	Iteration 1F: 3 clusters Score -1247201 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1247563.250000 Penalty: 4625.955078
	Iteration 2F: 3 clusters Score -1247563 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1247870.750000 Penalty: 4625.955078
	Iteration 3F: 3 clusters Score -1247871 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -1248185.750000 Penalty: 4625.955078
	Iteration 4Q: 3 clusters Score -1248186 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -1248494.000000 Penalty: 4625.955078
	Iteration 5Q: 3 clusters Score -1248494 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1248762.500000 Penalty: 4625.955078
	Iteration 6Q: 3 clusters Score -1248762 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1249010.500000 Penalty: 4625.955078
	Iteration 7Q: 3 clusters Score -1249010 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1249222.250000 Penalty: 4625.955078
	Iteration 8Q: 3 clusters Score -1249222 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1249412.125000 Penalty: 4625.955078
	Iteration 9Q: 3 clusters Score -1249412 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 4216 members 
Entering Unmasked Estep 
Score: -1249583.750000 Penalty: 4625.955078
	Iteration 10Q: 3 clusters Score -1249584 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1249730.500000 Penalty: 4625.955078
	Iteration 11Q: 3 clusters Score -1249730 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1249863.625000 Penalty: 4625.955078
	Iteration 12Q: 3 clusters Score -1249864 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1249982.375000 Penalty: 4625.955078
	Iteration 13Q: 3 clusters Score -1249982 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1250069.250000 Penalty: 4625.955078
	Iteration 14Q: 3 clusters Score -1250069 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7490 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1250136.000000 Penalty: 4625.955078
	Iteration 15Q: 3 clusters Score -1250136 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7575 members 
Mstep: Class 2 contains 3657 members 
Entering Unmasked Estep 
Score: -1250192.500000 Penalty: 4625.955078
	Iteration 16Q: 3 clusters Score -1250192 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1250236.625000 Penalty: 4625.955078
	Iteration 17Q: 3 clusters Score -1250237 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1250280.875000 Penalty: 4625.955078
	Iteration 18Q: 3 clusters Score -1250281 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -1250310.000000 Penalty: 4625.955078
	Iteration 19Q: 3 clusters Score -1250310 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1250337.500000 Penalty: 4625.955078
	Iteration 20F: 3 clusters Score -1250338 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1250368.750000 Penalty: 4625.955078
	Iteration 21Q: 3 clusters Score -1250369 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1250389.250000 Penalty: 4625.955078
	Iteration 22Q: 3 clusters Score -1250389 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -1250415.500000 Penalty: 4625.955078
	Iteration 23Q: 3 clusters Score -1250416 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -1250446.750000 Penalty: 4625.955078
	Iteration 24Q: 3 clusters Score -1250447 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1250484.250000 Penalty: 4625.955078
	Iteration 25Q: 3 clusters Score -1250484 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1250520.375000 Penalty: 4625.955078
	Iteration 26Q: 3 clusters Score -1250520 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -1250549.125000 Penalty: 4625.955078
	Iteration 27Q: 3 clusters Score -1250549 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -1250574.500000 Penalty: 4625.955078
	Iteration 28Q: 3 clusters Score -1250574 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1250589.750000 Penalty: 4625.955078
	Iteration 29Q: 3 clusters Score -1250590 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -1250610.125000 Penalty: 4625.955078
	Iteration 30Q: 3 clusters Score -1250610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1250627.375000 Penalty: 4625.955078
	Iteration 31Q: 3 clusters Score -1250627 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1250637.250000 Penalty: 4625.955078
	Iteration 32Q: 3 clusters Score -1250637 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1250641.875000 Penalty: 4625.955078
	Iteration 33Q: 3 clusters Score -1250642 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1250649.125000 Penalty: 4625.955078
	Iteration 34Q: 3 clusters Score -1250649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1250655.625000 Penalty: 4625.955078
	Iteration 35Q: 3 clusters Score -1250656 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -1250664.625000 Penalty: 4625.955078
	Iteration 36Q: 3 clusters Score -1250665 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1250680.125000 Penalty: 4625.955078
	Iteration 37Q: 3 clusters Score -1250680 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -1250688.625000 Penalty: 4625.955078
	Iteration 38Q: 3 clusters Score -1250689 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1250703.750000 Penalty: 4625.955078
	Iteration 39Q: 3 clusters Score -1250704 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1250710.750000 Penalty: 4625.955078
	Iteration 40F: 3 clusters Score -1250711 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1250719.750000 Penalty: 4625.955078
	Iteration 41Q: 3 clusters Score -1250720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -1250726.625000 Penalty: 4625.955078
	Iteration 42Q: 3 clusters Score -1250727 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1250730.875000 Penalty: 4625.955078
	Iteration 43Q: 3 clusters Score -1250731 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1250735.875000 Penalty: 4625.955078
	Iteration 44Q: 3 clusters Score -1250736 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -1250741.125000 Penalty: 4625.955078
	Iteration 45Q: 3 clusters Score -1250741 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1250756.750000 Penalty: 4625.955078
	Iteration 46Q: 3 clusters Score -1250757 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1250771.125000 Penalty: 4625.955078
	Iteration 47Q: 3 clusters Score -1250771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1250776.500000 Penalty: 4625.955078
	Iteration 48Q: 3 clusters Score -1250776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -1250783.625000 Penalty: 4625.955078
	Iteration 49Q: 3 clusters Score -1250784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1250792.500000 Penalty: 4625.955078
	Iteration 50Q: 3 clusters Score -1250792 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1250796.500000 Penalty: 4625.955078
	Iteration 51Q: 3 clusters Score -1250796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1250795.750000 Penalty: 4625.955078
	Iteration 52Q: 3 clusters Score -1250796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1250800.375000 Penalty: 4625.955078
	Iteration 53Q: 3 clusters Score -1250800 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1250802.500000 Penalty: 4625.955078
	Iteration 54Q: 3 clusters Score -1250802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1250803.375000 Penalty: 4625.955078
	Iteration 55Q: 3 clusters Score -1250803 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1250808.875000 Penalty: 4625.955078
	Iteration 56Q: 3 clusters Score -1250809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1250808.625000 Penalty: 4625.955078
	Iteration 57Q: 3 clusters Score -1250809 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1250809.500000 Penalty: 4625.955078
	Iteration 58Q: 3 clusters Score -1250810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1250811.375000 Penalty: 4625.955078
	Iteration 59Q: 3 clusters Score -1250811 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1250811.500000 Penalty: 4625.955078
	Iteration 60F: 3 clusters Score -1250812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1250814.250000 Penalty: 4625.955078
	Iteration 61Q: 3 clusters Score -1250814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1250811.500000 Penalty: 4625.955078
	Iteration 62Q: 3 clusters Score -1250812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1250813.250000 Penalty: 4625.955078
	Iteration 63Q: 3 clusters Score -1250813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1250811.750000 Penalty: 4625.955078
	Iteration 64Q: 3 clusters Score -1250812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -1250812.500000 Penalty: 4625.955078
	Iteration 65Q: 3 clusters Score -1250812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1250812.375000 Penalty: 4625.955078
	Iteration 66Q: 3 clusters Score -1250812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1250813.250000 Penalty: 4625.955078
	Iteration 67Q: 3 clusters Score -1250813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -1250815.000000 Penalty: 4625.955078
	Iteration 68Q: 3 clusters Score -1250815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9190 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1250817.125000 Penalty: 4625.955078
	Iteration 69Q: 3 clusters Score -1250817 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1250818.000000 Penalty: 4625.955078
	Iteration 70Q: 3 clusters Score -1250818 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1250818.625000 Penalty: 4625.955078
	Iteration 71Q: 3 clusters Score -1250819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1250818.750000 Penalty: 4625.955078
	Iteration 72Q: 3 clusters Score -1250819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1250817.750000 Penalty: 4625.955078
	Iteration 73Q: 3 clusters Score -1250818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -1250816.750000 Penalty: 4625.955078
	Iteration 74Q: 3 clusters Score -1250817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1250816.500000 Penalty: 4625.955078
	Iteration 75Q: 3 clusters Score -1250816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -1250817.125000 Penalty: 4625.955078
	Iteration 76Q: 3 clusters Score -1250817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1250818.500000 Penalty: 4625.955078
	Iteration 77Q: 3 clusters Score -1250818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -1250818.750000 Penalty: 4625.955078
	Iteration 78Q: 3 clusters Score -1250819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1250819.375000 Penalty: 4625.955078
	Iteration 79Q: 3 clusters Score -1250819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1250820.125000 Penalty: 4625.955078
	Iteration 80F: 3 clusters Score -1250820 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -1250819.000000 Penalty: 4625.955078
	Iteration 81Q: 3 clusters Score -1250819 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1250819.375000 Penalty: 4625.955078
	Iteration 82Q: 3 clusters Score -1250819 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1250819.375000 Penalty: 4625.955078
	Iteration 83F: 3 clusters Score -1250819 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (11668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Entering Unmasked Estep 
Score: -1403746.500000 Penalty: 2322.422119
	Iteration 0F: 2 clusters Score -1403746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -1395023.250000 Penalty: 4644.844238
	Iteration 0F: 3 clusters Score -1395023 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6299 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -1397680.500000 Penalty: 4644.844238
	Iteration 1F: 3 clusters Score -1397680 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6527 members 
Mstep: Class 2 contains 5141 members 
Entering Unmasked Estep 
Score: -1397975.500000 Penalty: 4644.844238
	Iteration 2F: 3 clusters Score -1397976 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1398218.250000 Penalty: 4644.844238
	Iteration 3Q: 3 clusters Score -1398218 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1398450.750000 Penalty: 4644.844238
	Iteration 4Q: 3 clusters Score -1398451 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -1398678.500000 Penalty: 4644.844238
	Iteration 5Q: 3 clusters Score -1398678 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1398921.500000 Penalty: 4644.844238
	Iteration 6Q: 3 clusters Score -1398922 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -1399238.625000 Penalty: 4644.844238
	Iteration 7Q: 3 clusters Score -1399239 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -1399624.125000 Penalty: 4644.844238
	Iteration 8Q: 3 clusters Score -1399624 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9640 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1400054.125000 Penalty: 4644.844238
	Iteration 9Q: 3 clusters Score -1400054 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1400496.000000 Penalty: 4644.844238
	Iteration 10Q: 3 clusters Score -1400496 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1400853.750000 Penalty: 4644.844238
	Iteration 11Q: 3 clusters Score -1400854 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -1401133.750000 Penalty: 4644.844238
	Iteration 12Q: 3 clusters Score -1401134 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1401308.375000 Penalty: 4644.844238
	Iteration 13Q: 3 clusters Score -1401308 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11104 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1401422.750000 Penalty: 4644.844238
	Iteration 14Q: 3 clusters Score -1401423 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1401515.375000 Penalty: 4644.844238
	Iteration 15Q: 3 clusters Score -1401515 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1401582.875000 Penalty: 4644.844238
	Iteration 16Q: 3 clusters Score -1401583 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -1401629.625000 Penalty: 4644.844238
	Iteration 17Q: 3 clusters Score -1401630 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -1401660.125000 Penalty: 4644.844238
	Iteration 18Q: 3 clusters Score -1401660 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -1401679.375000 Penalty: 4644.844238
	Iteration 19Q: 3 clusters Score -1401679 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -1401692.000000 Penalty: 4644.844238
	Iteration 20F: 3 clusters Score -1401692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -1401701.500000 Penalty: 4644.844238
	Iteration 21Q: 3 clusters Score -1401702 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -1401703.500000 Penalty: 4644.844238
	Iteration 22Q: 3 clusters Score -1401704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -1401708.250000 Penalty: 4644.844238
	Iteration 23Q: 3 clusters Score -1401708 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -1401713.125000 Penalty: 4644.844238
	Iteration 24Q: 3 clusters Score -1401713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -1401719.000000 Penalty: 4644.844238
	Iteration 25Q: 3 clusters Score -1401719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1401720.625000 Penalty: 4644.844238
	Iteration 26Q: 3 clusters Score -1401721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -1401720.500000 Penalty: 4644.844238
	Iteration 27Q: 3 clusters Score -1401720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1401726.000000 Penalty: 4644.844238
	Iteration 28Q: 3 clusters Score -1401726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -1401733.375000 Penalty: 4644.844238
	Iteration 29Q: 3 clusters Score -1401733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11343 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -1401738.500000 Penalty: 4644.844238
	Iteration 30Q: 3 clusters Score -1401738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -1401746.250000 Penalty: 4644.844238
	Iteration 31Q: 3 clusters Score -1401746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11351 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -1401750.625000 Penalty: 4644.844238
	Iteration 32Q: 3 clusters Score -1401751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -1401757.625000 Penalty: 4644.844238
	Iteration 33Q: 3 clusters Score -1401758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11356 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -1401757.750000 Penalty: 4644.844238
	Iteration 34Q: 3 clusters Score -1401758 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1401758.375000 Penalty: 4644.844238
	Iteration 35Q: 3 clusters Score -1401758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11357 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -1401758.375000 Penalty: 4644.844238
	Iteration 36F: 3 clusters Score -1401758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -46821.222656 Penalty: 1529.544189
	Iteration 0F: 2 clusters Score -46821.22 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 248 members 
Entering Unmasked Estep 
Score: -45342.566406 Penalty: 3059.088379
	Iteration 0F: 3 clusters Score -45342.57 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -45555.207031 Penalty: 3059.088379
	Iteration 1F: 3 clusters Score -45555.21 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -45679.011719 Penalty: 3059.088379
	Iteration 2F: 3 clusters Score -45679.01 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -45747.273438 Penalty: 3059.088379
	Iteration 3Q: 3 clusters Score -45747.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -45777.968750 Penalty: 3059.088379
	Iteration 4Q: 3 clusters Score -45777.97 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -45794.988281 Penalty: 3059.088379
	Iteration 5Q: 3 clusters Score -45794.99 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45813.328125 Penalty: 3059.088379
	Iteration 6Q: 3 clusters Score -45813.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -45817.601562 Penalty: 3059.088379
	Iteration 7Q: 3 clusters Score -45817.6 nChanged 2
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: -45824.148438 Penalty: 3059.088379
	Iteration 8Q: 3 clusters Score -45824.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45837.875000 Penalty: 3059.088379
	Iteration 9Q: 3 clusters Score -45837.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -45844.320312 Penalty: 3059.088379
	Iteration 10Q: 3 clusters Score -45844.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -45854.007812 Penalty: 3059.088379
	Iteration 11Q: 3 clusters Score -45854.01 nChanged 1
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: -45855.316406 Penalty: 3059.088379
	Iteration 12Q: 3 clusters Score -45855.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45857.816406 Penalty: 3059.088379
	Iteration 13Q: 3 clusters Score -45857.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -45867.925781 Penalty: 3059.088379
	Iteration 14Q: 3 clusters Score -45867.93 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -45887.128906 Penalty: 3059.088379
	Iteration 15Q: 3 clusters Score -45887.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -45905.664062 Penalty: 3059.088379
	Iteration 16Q: 3 clusters Score -45905.66 nChanged 7
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: -45933.980469 Penalty: 3059.088379
	Iteration 17Q: 3 clusters Score -45933.98 nChanged 2
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: -45938.109375 Penalty: 3059.088379
	Iteration 18Q: 3 clusters Score -45938.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -45939.562500 Penalty: 3059.088379
	Iteration 19Q: 3 clusters Score -45939.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -45944.597656 Penalty: 3059.088379
	Iteration 20F: 3 clusters Score -45944.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45948.175781 Penalty: 3059.088379
	Iteration 21Q: 3 clusters Score -45948.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -45948.175781 Penalty: 3059.088379
	Iteration 22F: 3 clusters Score -45948.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (249321 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249321 members 
Entering Unmasked Estep 
Score: -29387412.000000 Penalty: 3081.771240
	Iteration 0F: 2 clusters Score -2.938741e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124630 members 
Mstep: Class 2 contains 124691 members 
Entering Unmasked Estep 
Score: -29223254.000000 Penalty: 6163.542480
	Iteration 0F: 3 clusters Score -2.922325e+07 nChanged 120408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123628 members 
Mstep: Class 2 contains 125693 members 
Entering Unmasked Estep 
Score: -29294702.000000 Penalty: 6163.542480
	Iteration 1F: 3 clusters Score -2.92947e+07 nChanged 7055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122901 members 
Mstep: Class 2 contains 126420 members 
Entering Unmasked Estep 
Score: -29296384.000000 Penalty: 6163.542480
	Iteration 2Q: 3 clusters Score -2.929638e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121714 members 
Mstep: Class 2 contains 127607 members 
Entering Unmasked Estep 
Score: -29298374.000000 Penalty: 6163.542480
	Iteration 3Q: 3 clusters Score -2.929837e+07 nChanged 8127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119959 members 
Mstep: Class 2 contains 129362 members 
Entering Unmasked Estep 
Score: -29300390.000000 Penalty: 6163.542480
	Iteration 4Q: 3 clusters Score -2.930039e+07 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117277 members 
Mstep: Class 2 contains 132044 members 
Entering Unmasked Estep 
Score: -29302942.000000 Penalty: 6163.542480
	Iteration 5Q: 3 clusters Score -2.930294e+07 nChanged 9415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113574 members 
Mstep: Class 2 contains 135747 members 
Entering Unmasked Estep 
Score: -29305760.000000 Penalty: 6163.542480
	Iteration 6Q: 3 clusters Score -2.930576e+07 nChanged 10073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108675 members 
Mstep: Class 2 contains 140646 members 
Entering Unmasked Estep 
Score: -29309424.000000 Penalty: 6163.542480
	Iteration 7Q: 3 clusters Score -2.930942e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102453 members 
Mstep: Class 2 contains 146868 members 
Entering Unmasked Estep 
Score: -29313280.000000 Penalty: 6163.542480
	Iteration 8Q: 3 clusters Score -2.931328e+07 nChanged 11102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94689 members 
Mstep: Class 2 contains 154632 members 
Entering Unmasked Estep 
Score: -29317724.000000 Penalty: 6163.542480
	Iteration 9Q: 3 clusters Score -2.931772e+07 nChanged 11548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85431 members 
Mstep: Class 2 contains 163890 members 
Entering Unmasked Estep 
Score: -29323056.000000 Penalty: 6163.542480
	Iteration 10Q: 3 clusters Score -2.932306e+07 nChanged 12035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74866 members 
Mstep: Class 2 contains 174455 members 
Entering Unmasked Estep 
Score: -29329476.000000 Penalty: 6163.542480
	Iteration 11Q: 3 clusters Score -2.932948e+07 nChanged 12359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63595 members 
Mstep: Class 2 contains 185726 members 
Entering Unmasked Estep 
Score: -29337566.000000 Penalty: 6163.542480
	Iteration 12Q: 3 clusters Score -2.933757e+07 nChanged 11969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52386 members 
Mstep: Class 2 contains 196935 members 
Entering Unmasked Estep 
Score: -29346634.000000 Penalty: 6163.542480
	Iteration 13Q: 3 clusters Score -2.934663e+07 nChanged 10487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 206688 members 
Entering Unmasked Estep 
Score: -29355076.000000 Penalty: 6163.542480
	Iteration 14Q: 3 clusters Score -2.935508e+07 nChanged 8296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35107 members 
Mstep: Class 2 contains 214214 members 
Entering Unmasked Estep 
Score: -29361030.000000 Penalty: 6163.542480
	Iteration 15Q: 3 clusters Score -2.936103e+07 nChanged 6436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 220216 members 
Entering Unmasked Estep 
Score: -29365134.000000 Penalty: 6163.542480
	Iteration 16Q: 3 clusters Score -2.936513e+07 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 225326 members 
Entering Unmasked Estep 
Score: -29368178.000000 Penalty: 6163.542480
	Iteration 17Q: 3 clusters Score -2.936818e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19415 members 
Mstep: Class 2 contains 229906 members 
Entering Unmasked Estep 
Score: -29370920.000000 Penalty: 6163.542480
	Iteration 18Q: 3 clusters Score -2.937092e+07 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15252 members 
Mstep: Class 2 contains 234069 members 
Entering Unmasked Estep 
Score: -29373566.000000 Penalty: 6163.542480
	Iteration 19Q: 3 clusters Score -2.937357e+07 nChanged 3595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 237662 members 
Entering Unmasked Estep 
Score: -29375766.000000 Penalty: 6163.542480
	Iteration 20F: 3 clusters Score -2.937577e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 240766 members 
Entering Unmasked Estep 
Score: -29378058.000000 Penalty: 6163.542480
	Iteration 21Q: 3 clusters Score -2.937806e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 243310 members 
Entering Unmasked Estep 
Score: -29379990.000000 Penalty: 6163.542480
	Iteration 22Q: 3 clusters Score -2.937999e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 245276 members 
Entering Unmasked Estep 
Score: -29381554.000000 Penalty: 6163.542480
	Iteration 23Q: 3 clusters Score -2.938155e+07 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 246633 members 
Entering Unmasked Estep 
Score: -29382654.000000 Penalty: 6163.542480
	Iteration 24Q: 3 clusters Score -2.938265e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 247513 members 
Entering Unmasked Estep 
Score: -29383422.000000 Penalty: 6163.542480
	Iteration 25Q: 3 clusters Score -2.938342e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 247997 members 
Entering Unmasked Estep 
Score: -29383826.000000 Penalty: 6163.542480
	Iteration 26Q: 3 clusters Score -2.938383e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 248290 members 
Entering Unmasked Estep 
Score: -29384064.000000 Penalty: 6163.542480
	Iteration 27Q: 3 clusters Score -2.938406e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 248467 members 
Entering Unmasked Estep 
Score: -29384274.000000 Penalty: 6163.542480
	Iteration 28Q: 3 clusters Score -2.938427e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 248579 members 
Entering Unmasked Estep 
Score: -29384390.000000 Penalty: 6163.542480
	Iteration 29Q: 3 clusters Score -2.938439e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 248655 members 
Entering Unmasked Estep 
Score: -29384486.000000 Penalty: 6163.542480
	Iteration 30Q: 3 clusters Score -2.938449e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 248703 members 
Entering Unmasked Estep 
Score: -29384554.000000 Penalty: 6163.542480
	Iteration 31Q: 3 clusters Score -2.938455e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 248731 members 
Entering Unmasked Estep 
Score: -29384580.000000 Penalty: 6163.542480
	Iteration 32Q: 3 clusters Score -2.938458e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 248752 members 
Entering Unmasked Estep 
Score: -29384600.000000 Penalty: 6163.542480
	Iteration 33Q: 3 clusters Score -2.93846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 248767 members 
Entering Unmasked Estep 
Score: -29384612.000000 Penalty: 6163.542480
	Iteration 34Q: 3 clusters Score -2.938461e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 248784 members 
Entering Unmasked Estep 
Score: -29384658.000000 Penalty: 6163.542480
	Iteration 35Q: 3 clusters Score -2.938466e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 248793 members 
Entering Unmasked Estep 
Score: -29384674.000000 Penalty: 6163.542480
	Iteration 36Q: 3 clusters Score -2.938467e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 248797 members 
Entering Unmasked Estep 
Score: -29384660.000000 Penalty: 6163.542480
	Iteration 37Q: 3 clusters Score -2.938466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 248803 members 
Entering Unmasked Estep 
Score: -29384660.000000 Penalty: 6163.542480
	Iteration 38Q: 3 clusters Score -2.938466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 248806 members 
Entering Unmasked Estep 
Score: -29384658.000000 Penalty: 6163.542480
	Iteration 39Q: 3 clusters Score -2.938466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 248807 members 
Entering Unmasked Estep 
Score: -29384666.000000 Penalty: 6163.542480
	Iteration 40F: 3 clusters Score -2.938467e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 248808 members 
Entering Unmasked Estep 
Score: -29384662.000000 Penalty: 6163.542480
	Iteration 41Q: 3 clusters Score -2.938466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 248811 members 
Entering Unmasked Estep 
Score: -29384664.000000 Penalty: 6163.542480
	Iteration 42Q: 3 clusters Score -2.938466e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 248814 members 
Entering Unmasked Estep 
Score: -29384666.000000 Penalty: 6163.542480
	Iteration 43Q: 3 clusters Score -2.938467e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 248818 members 
Entering Unmasked Estep 
Score: -29384668.000000 Penalty: 6163.542480
	Iteration 44Q: 3 clusters Score -2.938467e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 248818 members 
Entering Unmasked Estep 
Score: -29384690.000000 Penalty: 6163.542480
	Iteration 45Q: 3 clusters Score -2.938469e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 248819 members 
Entering Unmasked Estep 
Score: -29384686.000000 Penalty: 6163.542480
	Iteration 46Q: 3 clusters Score -2.938469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 248821 members 
Entering Unmasked Estep 
Score: -29384686.000000 Penalty: 6163.542480
	Iteration 47Q: 3 clusters Score -2.938469e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 248823 members 
Entering Unmasked Estep 
Score: -29384684.000000 Penalty: 6163.542480
	Iteration 48Q: 3 clusters Score -2.938468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 248825 members 
Entering Unmasked Estep 
Score: -29384690.000000 Penalty: 6163.542480
	Iteration 49Q: 3 clusters Score -2.938469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 248826 members 
Entering Unmasked Estep 
Score: -29384688.000000 Penalty: 6163.542480
	Iteration 50Q: 3 clusters Score -2.938469e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 248829 members 
Entering Unmasked Estep 
Score: -29384678.000000 Penalty: 6163.542480
	Iteration 51Q: 3 clusters Score -2.938468e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 248831 members 
Entering Unmasked Estep 
Score: -29384698.000000 Penalty: 6163.542480
	Iteration 52Q: 3 clusters Score -2.93847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 248835 members 
Entering Unmasked Estep 
Score: -29384704.000000 Penalty: 6163.542480
	Iteration 53Q: 3 clusters Score -2.93847e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 248837 members 
Entering Unmasked Estep 
Score: -29384716.000000 Penalty: 6163.542480
	Iteration 54Q: 3 clusters Score -2.938472e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 248839 members 
Entering Unmasked Estep 
Score: -29384702.000000 Penalty: 6163.542480
	Iteration 55Q: 3 clusters Score -2.93847e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 248841 members 
Entering Unmasked Estep 
Score: -29384704.000000 Penalty: 6163.542480
	Iteration 56Q: 3 clusters Score -2.93847e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 248842 members 
Entering Unmasked Estep 
Score: -29384728.000000 Penalty: 6163.542480
	Iteration 57Q: 3 clusters Score -2.938473e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 248844 members 
Entering Unmasked Estep 
Score: -29384726.000000 Penalty: 6163.542480
	Iteration 58Q: 3 clusters Score -2.938473e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 248843 members 
Entering Unmasked Estep 
Score: -29384736.000000 Penalty: 6163.542480
	Iteration 59Q: 3 clusters Score -2.938474e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 248846 members 
Entering Unmasked Estep 
Score: -29384734.000000 Penalty: 6163.542480
	Iteration 60F: 3 clusters Score -2.938473e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (19642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Entering Unmasked Estep 
Score: -2156479.500000 Penalty: 2451.585449
	Iteration 0F: 2 clusters Score -2156480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -2142696.500000 Penalty: 4903.170898
	Iteration 0F: 3 clusters Score -2142696 nChanged 8584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2147455.000000 Penalty: 4903.170898
	Iteration 1F: 3 clusters Score -2147455 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2148021.250000 Penalty: 4903.170898
	Iteration 2F: 3 clusters Score -2148021 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2148622.000000 Penalty: 4903.170898
	Iteration 3F: 3 clusters Score -2148622 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2149321.500000 Penalty: 4903.170898
	Iteration 4F: 3 clusters Score -2149322 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -2150141.500000 Penalty: 4903.170898
	Iteration 5F: 3 clusters Score -2150142 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -2150947.750000 Penalty: 4903.170898
	Iteration 6F: 3 clusters Score -2150948 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -2151601.500000 Penalty: 4903.170898
	Iteration 7F: 3 clusters Score -2151602 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2152118.000000 Penalty: 4903.170898
	Iteration 8Q: 3 clusters Score -2152118 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2152518.500000 Penalty: 4903.170898
	Iteration 9Q: 3 clusters Score -2152518 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -2152811.500000 Penalty: 4903.170898
	Iteration 10Q: 3 clusters Score -2152812 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2153032.750000 Penalty: 4903.170898
	Iteration 11Q: 3 clusters Score -2153033 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 15231 members 
Entering Unmasked Estep 
Score: -2153222.500000 Penalty: 4903.170898
	Iteration 12Q: 3 clusters Score -2153222 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 15532 members 
Entering Unmasked Estep 
Score: -2153389.500000 Penalty: 4903.170898
	Iteration 13Q: 3 clusters Score -2153390 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 15810 members 
Entering Unmasked Estep 
Score: -2153545.000000 Penalty: 4903.170898
	Iteration 14Q: 3 clusters Score -2153545 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 16063 members 
Entering Unmasked Estep 
Score: -2153668.500000 Penalty: 4903.170898
	Iteration 15Q: 3 clusters Score -2153668 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 16305 members 
Entering Unmasked Estep 
Score: -2153770.500000 Penalty: 4903.170898
	Iteration 16Q: 3 clusters Score -2153770 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -2153850.250000 Penalty: 4903.170898
	Iteration 17Q: 3 clusters Score -2153850 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2153929.000000 Penalty: 4903.170898
	Iteration 18Q: 3 clusters Score -2153929 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2153997.250000 Penalty: 4903.170898
	Iteration 19Q: 3 clusters Score -2153997 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2154065.000000 Penalty: 4903.170898
	Iteration 20F: 3 clusters Score -2154065 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -2154124.250000 Penalty: 4903.170898
	Iteration 21Q: 3 clusters Score -2154124 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -2154193.250000 Penalty: 4903.170898
	Iteration 22Q: 3 clusters Score -2154193 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -2154231.750000 Penalty: 4903.170898
	Iteration 23Q: 3 clusters Score -2154232 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2154266.750000 Penalty: 4903.170898
	Iteration 24Q: 3 clusters Score -2154267 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2154305.750000 Penalty: 4903.170898
	Iteration 25Q: 3 clusters Score -2154306 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -2154350.250000 Penalty: 4903.170898
	Iteration 26Q: 3 clusters Score -2154350 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2154384.250000 Penalty: 4903.170898
	Iteration 27Q: 3 clusters Score -2154384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 17923 members 
Entering Unmasked Estep 
Score: -2154412.750000 Penalty: 4903.170898
	Iteration 28Q: 3 clusters Score -2154413 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2154438.500000 Penalty: 4903.170898
	Iteration 29Q: 3 clusters Score -2154438 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2154465.500000 Penalty: 4903.170898
	Iteration 30Q: 3 clusters Score -2154466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -2154492.500000 Penalty: 4903.170898
	Iteration 31Q: 3 clusters Score -2154492 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18157 members 
Entering Unmasked Estep 
Score: -2154517.750000 Penalty: 4903.170898
	Iteration 32Q: 3 clusters Score -2154518 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -2154528.000000 Penalty: 4903.170898
	Iteration 33Q: 3 clusters Score -2154528 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2154546.000000 Penalty: 4903.170898
	Iteration 34Q: 3 clusters Score -2154546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2154575.000000 Penalty: 4903.170898
	Iteration 35Q: 3 clusters Score -2154575 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2154589.250000 Penalty: 4903.170898
	Iteration 36Q: 3 clusters Score -2154589 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2154599.750000 Penalty: 4903.170898
	Iteration 37Q: 3 clusters Score -2154600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2154608.500000 Penalty: 4903.170898
	Iteration 38Q: 3 clusters Score -2154608 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2154615.500000 Penalty: 4903.170898
	Iteration 39Q: 3 clusters Score -2154616 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -2154622.000000 Penalty: 4903.170898
	Iteration 40F: 3 clusters Score -2154622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -2154626.000000 Penalty: 4903.170898
	Iteration 41Q: 3 clusters Score -2154626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 18426 members 
Entering Unmasked Estep 
Score: -2154632.750000 Penalty: 4903.170898
	Iteration 42Q: 3 clusters Score -2154633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 18435 members 
Entering Unmasked Estep 
Score: -2154636.250000 Penalty: 4903.170898
	Iteration 43Q: 3 clusters Score -2154636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -2154639.250000 Penalty: 4903.170898
	Iteration 44Q: 3 clusters Score -2154639 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2154641.250000 Penalty: 4903.170898
	Iteration 45Q: 3 clusters Score -2154641 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -2154644.000000 Penalty: 4903.170898
	Iteration 46Q: 3 clusters Score -2154644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2154646.250000 Penalty: 4903.170898
	Iteration 47Q: 3 clusters Score -2154646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -2154647.750000 Penalty: 4903.170898
	Iteration 48Q: 3 clusters Score -2154648 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2154646.000000 Penalty: 4903.170898
	Iteration 49Q: 3 clusters Score -2154646 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -2154646.500000 Penalty: 4903.170898
	Iteration 50Q: 3 clusters Score -2154646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2154646.000000 Penalty: 4903.170898
	Iteration 51Q: 3 clusters Score -2154646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2154651.500000 Penalty: 4903.170898
	Iteration 52Q: 3 clusters Score -2154652 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2154652.250000 Penalty: 4903.170898
	Iteration 53Q: 3 clusters Score -2154652 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
Score: -2154655.000000 Penalty: 4903.170898
	Iteration 54Q: 3 clusters Score -2154655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2154656.500000 Penalty: 4903.170898
	Iteration 55Q: 3 clusters Score -2154656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -2154655.250000 Penalty: 4903.170898
	Iteration 56Q: 3 clusters Score -2154655 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2154664.250000 Penalty: 4903.170898
	Iteration 57Q: 3 clusters Score -2154664 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2154671.750000 Penalty: 4903.170898
	Iteration 58Q: 3 clusters Score -2154672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -2154679.000000 Penalty: 4903.170898
	Iteration 59Q: 3 clusters Score -2154679 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -2154690.500000 Penalty: 4903.170898
	Iteration 60F: 3 clusters Score -2154690 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 18555 members 
Entering Unmasked Estep 
Score: -2154703.250000 Penalty: 4903.170898
	Iteration 61Q: 3 clusters Score -2154703 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -2154715.000000 Penalty: 4903.170898
	Iteration 62Q: 3 clusters Score -2154715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -2154730.250000 Penalty: 4903.170898
	Iteration 63Q: 3 clusters Score -2154730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2154746.750000 Penalty: 4903.170898
	Iteration 64Q: 3 clusters Score -2154747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2154763.500000 Penalty: 4903.170898
	Iteration 65Q: 3 clusters Score -2154764 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -2154789.250000 Penalty: 4903.170898
	Iteration 66Q: 3 clusters Score -2154789 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -2154806.500000 Penalty: 4903.170898
	Iteration 67Q: 3 clusters Score -2154806 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -2154816.750000 Penalty: 4903.170898
	Iteration 68Q: 3 clusters Score -2154817 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2154823.250000 Penalty: 4903.170898
	Iteration 69Q: 3 clusters Score -2154823 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2154831.750000 Penalty: 4903.170898
	Iteration 70Q: 3 clusters Score -2154832 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -2154835.500000 Penalty: 4903.170898
	Iteration 71Q: 3 clusters Score -2154836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -2154843.250000 Penalty: 4903.170898
	Iteration 72Q: 3 clusters Score -2154843 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2154848.250000 Penalty: 4903.170898
	Iteration 73Q: 3 clusters Score -2154848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2154853.000000 Penalty: 4903.170898
	Iteration 74Q: 3 clusters Score -2154853 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2154856.500000 Penalty: 4903.170898
	Iteration 75Q: 3 clusters Score -2154856 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2154862.250000 Penalty: 4903.170898
	Iteration 76Q: 3 clusters Score -2154862 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -2154870.000000 Penalty: 4903.170898
	Iteration 77Q: 3 clusters Score -2154870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2154877.500000 Penalty: 4903.170898
	Iteration 78Q: 3 clusters Score -2154878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2154878.750000 Penalty: 4903.170898
	Iteration 79Q: 3 clusters Score -2154879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2154877.000000 Penalty: 4903.170898
	Iteration 80F: 3 clusters Score -2154877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -2154880.250000 Penalty: 4903.170898
	Iteration 81Q: 3 clusters Score -2154880 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -2154880.000000 Penalty: 4903.170898
	Iteration 82Q: 3 clusters Score -2154880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2154881.750000 Penalty: 4903.170898
	Iteration 83Q: 3 clusters Score -2154882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2154884.750000 Penalty: 4903.170898
	Iteration 84Q: 3 clusters Score -2154885 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -2154885.500000 Penalty: 4903.170898
	Iteration 85Q: 3 clusters Score -2154886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2154887.000000 Penalty: 4903.170898
	Iteration 86Q: 3 clusters Score -2154887 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -2154887.000000 Penalty: 4903.170898
	Iteration 87F: 3 clusters Score -2154887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (6853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Entering Unmasked Estep 
Score: -762936.625000 Penalty: 2190.445557
	Iteration 0F: 2 clusters Score -762936.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -757276.812500 Penalty: 4380.891113
	Iteration 0F: 3 clusters Score -757276.8 nChanged 2715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -758967.062500 Penalty: 4380.891113
	Iteration 1F: 3 clusters Score -758967.1 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -759521.625000 Penalty: 4380.891113
	Iteration 2F: 3 clusters Score -759521.6 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -760090.875000 Penalty: 4380.891113
	Iteration 3F: 3 clusters Score -760090.9 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -760539.437500 Penalty: 4380.891113
	Iteration 4F: 3 clusters Score -760539.4 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -760842.562500 Penalty: 4380.891113
	Iteration 5F: 3 clusters Score -760842.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -761055.500000 Penalty: 4380.891113
	Iteration 6Q: 3 clusters Score -761055.5 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -761205.500000 Penalty: 4380.891113
	Iteration 7Q: 3 clusters Score -761205.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -761303.812500 Penalty: 4380.891113
	Iteration 8Q: 3 clusters Score -761303.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -761371.750000 Penalty: 4380.891113
	Iteration 9Q: 3 clusters Score -761371.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -761420.437500 Penalty: 4380.891113
	Iteration 10Q: 3 clusters Score -761420.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -761459.500000 Penalty: 4380.891113
	Iteration 11Q: 3 clusters Score -761459.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -761484.937500 Penalty: 4380.891113
	Iteration 12Q: 3 clusters Score -761484.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -761500.562500 Penalty: 4380.891113
	Iteration 13Q: 3 clusters Score -761500.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -761512.375000 Penalty: 4380.891113
	Iteration 14Q: 3 clusters Score -761512.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -761519.125000 Penalty: 4380.891113
	Iteration 15Q: 3 clusters Score -761519.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -761524.187500 Penalty: 4380.891113
	Iteration 16Q: 3 clusters Score -761524.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -761524.687500 Penalty: 4380.891113
	Iteration 17Q: 3 clusters Score -761524.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -761528.187500 Penalty: 4380.891113
	Iteration 18Q: 3 clusters Score -761528.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -761529.312500 Penalty: 4380.891113
	Iteration 19Q: 3 clusters Score -761529.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -761528.812500 Penalty: 4380.891113
	Iteration 20F: 3 clusters Score -761528.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -761530.500000 Penalty: 4380.891113
	Iteration 21Q: 3 clusters Score -761530.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -761532.562500 Penalty: 4380.891113
	Iteration 22Q: 3 clusters Score -761532.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -761533.562500 Penalty: 4380.891113
	Iteration 23Q: 3 clusters Score -761533.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -761532.812500 Penalty: 4380.891113
	Iteration 24Q: 3 clusters Score -761532.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -761532.687500 Penalty: 4380.891113
	Iteration 25Q: 3 clusters Score -761532.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -761535.562500 Penalty: 4380.891113
	Iteration 26Q: 3 clusters Score -761535.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -761536.062500 Penalty: 4380.891113
	Iteration 27Q: 3 clusters Score -761536.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -761535.812500 Penalty: 4380.891113
	Iteration 28Q: 3 clusters Score -761535.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -761536.250000 Penalty: 4380.891113
	Iteration 29Q: 3 clusters Score -761536.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -761536.250000 Penalty: 4380.891113
	Iteration 30F: 3 clusters Score -761536.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (67277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Entering Unmasked Estep 
Score: -7902294.500000 Penalty: 2756.910156
	Iteration 0F: 2 clusters Score -7902294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33781 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7857340.000000 Penalty: 5513.820312
	Iteration 0F: 3 clusters Score -7857340 nChanged 31361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35730 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -7874703.500000 Penalty: 5513.820312
	Iteration 1F: 3 clusters Score -7874704 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37083 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -7875369.500000 Penalty: 5513.820312
	Iteration 2Q: 3 clusters Score -7875370 nChanged 2745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39120 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -7876332.000000 Penalty: 5513.820312
	Iteration 3Q: 3 clusters Score -7876332 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -7877921.000000 Penalty: 5513.820312
	Iteration 4F: 3 clusters Score -7877921 nChanged 4214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46097 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -7880346.000000 Penalty: 5513.820312
	Iteration 5F: 3 clusters Score -7880346 nChanged 5193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51242 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -7884253.500000 Penalty: 5513.820312
	Iteration 6F: 3 clusters Score -7884254 nChanged 5791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56997 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -7889678.500000 Penalty: 5513.820312
	Iteration 7F: 3 clusters Score -7889678 nChanged 5047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62032 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -7894752.500000 Penalty: 5513.820312
	Iteration 8F: 3 clusters Score -7894752 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65117 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -7897831.500000 Penalty: 5513.820312
	Iteration 9Q: 3 clusters Score -7897832 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66429 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7899131.500000 Penalty: 5513.820312
	Iteration 10Q: 3 clusters Score -7899132 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66831 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -7899515.500000 Penalty: 5513.820312
	Iteration 11Q: 3 clusters Score -7899516 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66956 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -7899712.000000 Penalty: 5513.820312
	Iteration 12Q: 3 clusters Score -7899712 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66996 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7899806.000000 Penalty: 5513.820312
	Iteration 13Q: 3 clusters Score -7899806 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67018 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7899840.500000 Penalty: 5513.820312
	Iteration 14Q: 3 clusters Score -7899840 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67027 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -7899853.000000 Penalty: 5513.820312
	Iteration 15Q: 3 clusters Score -7899853 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67035 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7899866.500000 Penalty: 5513.820312
	Iteration 16Q: 3 clusters Score -7899866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -7899875.500000 Penalty: 5513.820312
	Iteration 17Q: 3 clusters Score -7899876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67046 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -7899887.000000 Penalty: 5513.820312
	Iteration 18Q: 3 clusters Score -7899887 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67047 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -7899884.500000 Penalty: 5513.820312
	Iteration 19Q: 3 clusters Score -7899884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67048 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -7899887.000000 Penalty: 5513.820312
	Iteration 20F: 3 clusters Score -7899887 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10137 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Entering Unmasked Estep 
Score: -1181019.125000 Penalty: 2287.539062
	Iteration 0F: 2 clusters Score -1181019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -1173269.500000 Penalty: 4575.078125
	Iteration 0F: 3 clusters Score -1173270 nChanged 4203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1175514.625000 Penalty: 4575.078125
	Iteration 1F: 3 clusters Score -1175515 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1175842.750000 Penalty: 4575.078125
	Iteration 2F: 3 clusters Score -1175843 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -1176107.625000 Penalty: 4575.078125
	Iteration 3F: 3 clusters Score -1176108 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1176383.625000 Penalty: 4575.078125
	Iteration 4Q: 3 clusters Score -1176384 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -1176676.750000 Penalty: 4575.078125
	Iteration 5F: 3 clusters Score -1176677 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -1176971.125000 Penalty: 4575.078125
	Iteration 6Q: 3 clusters Score -1176971 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 7235 members 
Entering Unmasked Estep 
Score: -1177285.750000 Penalty: 4575.078125
	Iteration 7Q: 3 clusters Score -1177286 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1177570.125000 Penalty: 4575.078125
	Iteration 8Q: 3 clusters Score -1177570 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -1177876.500000 Penalty: 4575.078125
	Iteration 9Q: 3 clusters Score -1177876 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -1178190.875000 Penalty: 4575.078125
	Iteration 10Q: 3 clusters Score -1178191 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1178451.125000 Penalty: 4575.078125
	Iteration 11Q: 3 clusters Score -1178451 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 8679 members 
Entering Unmasked Estep 
Score: -1178674.250000 Penalty: 4575.078125
	Iteration 12Q: 3 clusters Score -1178674 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1178847.000000 Penalty: 4575.078125
	Iteration 13Q: 3 clusters Score -1178847 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1178997.250000 Penalty: 4575.078125
	Iteration 14Q: 3 clusters Score -1178997 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -1179104.000000 Penalty: 4575.078125
	Iteration 15Q: 3 clusters Score -1179104 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -1179167.375000 Penalty: 4575.078125
	Iteration 16Q: 3 clusters Score -1179167 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1179211.625000 Penalty: 4575.078125
	Iteration 17Q: 3 clusters Score -1179212 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1179236.625000 Penalty: 4575.078125
	Iteration 18Q: 3 clusters Score -1179237 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -1179260.875000 Penalty: 4575.078125
	Iteration 19Q: 3 clusters Score -1179261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -1179272.875000 Penalty: 4575.078125
	Iteration 20F: 3 clusters Score -1179273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1179282.500000 Penalty: 4575.078125
	Iteration 21Q: 3 clusters Score -1179282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -1179289.500000 Penalty: 4575.078125
	Iteration 22Q: 3 clusters Score -1179290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1179292.750000 Penalty: 4575.078125
	Iteration 23Q: 3 clusters Score -1179293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -1179297.375000 Penalty: 4575.078125
	Iteration 24Q: 3 clusters Score -1179297 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1179296.750000 Penalty: 4575.078125
	Iteration 25Q: 3 clusters Score -1179297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1179300.000000 Penalty: 4575.078125
	Iteration 26Q: 3 clusters Score -1179300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1179300.000000 Penalty: 4575.078125
	Iteration 27F: 3 clusters Score -1179300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (65811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65811 members 
Entering Unmasked Estep 
Score: -7517937.000000 Penalty: 2751.446533
	Iteration 0F: 2 clusters Score -7517937 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 32780 members 
Entering Unmasked Estep 
Score: -7473723.500000 Penalty: 5502.893066
	Iteration 0F: 3 clusters Score -7473724 nChanged 30834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -7490673.500000 Penalty: 5502.893066
	Iteration 1F: 3 clusters Score -7490674 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -7491168.000000 Penalty: 5502.893066
	Iteration 2Q: 3 clusters Score -7491168 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 30329 members 
Entering Unmasked Estep 
Score: -7491706.500000 Penalty: 5502.893066
	Iteration 3Q: 3 clusters Score -7491706 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -7492273.000000 Penalty: 5502.893066
	Iteration 4Q: 3 clusters Score -7492273 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38574 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -7493039.500000 Penalty: 5502.893066
	Iteration 5Q: 3 clusters Score -7493040 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41199 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -7494318.000000 Penalty: 5502.893066
	Iteration 6Q: 3 clusters Score -7494318 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 20950 members 
Entering Unmasked Estep 
Score: -7496548.500000 Penalty: 5502.893066
	Iteration 7F: 3 clusters Score -7496548 nChanged 4931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49734 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -7500242.500000 Penalty: 5502.893066
	Iteration 8F: 3 clusters Score -7500242 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -7505367.000000 Penalty: 5502.893066
	Iteration 9F: 3 clusters Score -7505367 nChanged 5070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60375 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -7510342.500000 Penalty: 5502.893066
	Iteration 10F: 3 clusters Score -7510342 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63538 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -7513460.500000 Penalty: 5502.893066
	Iteration 11Q: 3 clusters Score -7513460 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64861 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -7514703.500000 Penalty: 5502.893066
	Iteration 12Q: 3 clusters Score -7514704 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65303 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7515148.500000 Penalty: 5502.893066
	Iteration 13Q: 3 clusters Score -7515148 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65450 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -7515341.000000 Penalty: 5502.893066
	Iteration 14Q: 3 clusters Score -7515341 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -7515415.500000 Penalty: 5502.893066
	Iteration 15Q: 3 clusters Score -7515416 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65518 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -7515446.500000 Penalty: 5502.893066
	Iteration 16Q: 3 clusters Score -7515446 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65530 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7515461.000000 Penalty: 5502.893066
	Iteration 17Q: 3 clusters Score -7515461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7515476.000000 Penalty: 5502.893066
	Iteration 18Q: 3 clusters Score -7515476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65537 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7515488.500000 Penalty: 5502.893066
	Iteration 19Q: 3 clusters Score -7515488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65538 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7515493.000000 Penalty: 5502.893066
	Iteration 20F: 3 clusters Score -7515493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7515506.000000 Penalty: 5502.893066
	Iteration 21Q: 3 clusters Score -7515506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65539 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -7515504.000000 Penalty: 5502.893066
	Iteration 22Q: 3 clusters Score -7515504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7515506.500000 Penalty: 5502.893066
	Iteration 23Q: 3 clusters Score -7515506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65542 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -7515510.000000 Penalty: 5502.893066
	Iteration 24Q: 3 clusters Score -7515510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7515514.500000 Penalty: 5502.893066
	Iteration 25Q: 3 clusters Score -7515514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -7515515.000000 Penalty: 5502.893066
	Iteration 26Q: 3 clusters Score -7515515 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65546 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -7515522.000000 Penalty: 5502.893066
	Iteration 27Q: 3 clusters Score -7515522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7515524.000000 Penalty: 5502.893066
	Iteration 28Q: 3 clusters Score -7515524 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65547 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -7515524.000000 Penalty: 5502.893066
	Iteration 29F: 3 clusters Score -7515524 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -1575338.125000 Penalty: 2369.989502
	Iteration 0F: 2 clusters Score -1575338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1565022.875000 Penalty: 4739.979004
	Iteration 0F: 3 clusters Score -1565023 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1568270.750000 Penalty: 4739.979004
	Iteration 1F: 3 clusters Score -1568271 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1568722.750000 Penalty: 4739.979004
	Iteration 2F: 3 clusters Score -1568723 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -1569137.625000 Penalty: 4739.979004
	Iteration 3F: 3 clusters Score -1569138 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -1569670.125000 Penalty: 4739.979004
	Iteration 4F: 3 clusters Score -1569670 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1570324.375000 Penalty: 4739.979004
	Iteration 5F: 3 clusters Score -1570324 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1570977.875000 Penalty: 4739.979004
	Iteration 6F: 3 clusters Score -1570978 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -1571639.250000 Penalty: 4739.979004
	Iteration 7F: 3 clusters Score -1571639 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -1572284.500000 Penalty: 4739.979004
	Iteration 8F: 3 clusters Score -1572284 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -1572778.750000 Penalty: 4739.979004
	Iteration 9Q: 3 clusters Score -1572779 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 12220 members 
Entering Unmasked Estep 
Score: -1573109.625000 Penalty: 4739.979004
	Iteration 10Q: 3 clusters Score -1573110 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1573336.750000 Penalty: 4739.979004
	Iteration 11Q: 3 clusters Score -1573337 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -1573465.000000 Penalty: 4739.979004
	Iteration 12Q: 3 clusters Score -1573465 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 12651 members 
Entering Unmasked Estep 
Score: -1573538.625000 Penalty: 4739.979004
	Iteration 13Q: 3 clusters Score -1573539 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 12716 members 
Entering Unmasked Estep 
Score: -1573594.375000 Penalty: 4739.979004
	Iteration 14Q: 3 clusters Score -1573594 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -1573633.875000 Penalty: 4739.979004
	Iteration 15Q: 3 clusters Score -1573634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1573661.500000 Penalty: 4739.979004
	Iteration 16Q: 3 clusters Score -1573662 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -1573681.625000 Penalty: 4739.979004
	Iteration 17Q: 3 clusters Score -1573682 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -1573697.000000 Penalty: 4739.979004
	Iteration 18Q: 3 clusters Score -1573697 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1573712.375000 Penalty: 4739.979004
	Iteration 19Q: 3 clusters Score -1573712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 12901 members 
Entering Unmasked Estep 
Score: -1573724.000000 Penalty: 4739.979004
	Iteration 20F: 3 clusters Score -1573724 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1573729.375000 Penalty: 4739.979004
	Iteration 21Q: 3 clusters Score -1573729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1573740.000000 Penalty: 4739.979004
	Iteration 22Q: 3 clusters Score -1573740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1573745.250000 Penalty: 4739.979004
	Iteration 23Q: 3 clusters Score -1573745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1573749.625000 Penalty: 4739.979004
	Iteration 24Q: 3 clusters Score -1573750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -1573751.500000 Penalty: 4739.979004
	Iteration 25Q: 3 clusters Score -1573752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1573752.625000 Penalty: 4739.979004
	Iteration 26Q: 3 clusters Score -1573753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 12937 members 
Entering Unmasked Estep 
Score: -1573754.625000 Penalty: 4739.979004
	Iteration 27Q: 3 clusters Score -1573755 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1573753.875000 Penalty: 4739.979004
	Iteration 28Q: 3 clusters Score -1573754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -1573753.875000 Penalty: 4739.979004
	Iteration 29F: 3 clusters Score -1573754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (31120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Entering Unmasked Estep 
Score: -3724940.500000 Penalty: 2565.710205
	Iteration 0F: 2 clusters Score -3724940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 15539 members 
Entering Unmasked Estep 
Score: -3703554.000000 Penalty: 5131.420410
	Iteration 0F: 3 clusters Score -3703554 nChanged 14078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3711135.250000 Penalty: 5131.420410
	Iteration 1F: 3 clusters Score -3711135 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 15736 members 
Entering Unmasked Estep 
Score: -3711540.250000 Penalty: 5131.420410
	Iteration 2Q: 3 clusters Score -3711540 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3711873.000000 Penalty: 5131.420410
	Iteration 3Q: 3 clusters Score -3711873 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -3712163.750000 Penalty: 5131.420410
	Iteration 4Q: 3 clusters Score -3712164 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14952 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
Score: -3712435.750000 Penalty: 5131.420410
	Iteration 5Q: 3 clusters Score -3712436 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -3712730.000000 Penalty: 5131.420410
	Iteration 6Q: 3 clusters Score -3712730 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 16760 members 
Entering Unmasked Estep 
Score: -3713065.250000 Penalty: 5131.420410
	Iteration 7Q: 3 clusters Score -3713065 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 17187 members 
Entering Unmasked Estep 
Score: -3713499.000000 Penalty: 5131.420410
	Iteration 8Q: 3 clusters Score -3713499 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3713985.500000 Penalty: 5131.420410
	Iteration 9Q: 3 clusters Score -3713986 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12742 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -3714614.000000 Penalty: 5131.420410
	Iteration 10Q: 3 clusters Score -3714614 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11933 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3715492.250000 Penalty: 5131.420410
	Iteration 11Q: 3 clusters Score -3715492 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 20137 members 
Entering Unmasked Estep 
Score: -3716588.750000 Penalty: 5131.420410
	Iteration 12F: 3 clusters Score -3716589 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -3717839.750000 Penalty: 5131.420410
	Iteration 13F: 3 clusters Score -3717840 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -3718930.750000 Penalty: 5131.420410
	Iteration 14Q: 3 clusters Score -3718931 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -3719671.750000 Penalty: 5131.420410
	Iteration 15Q: 3 clusters Score -3719672 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -3720101.250000 Penalty: 5131.420410
	Iteration 16Q: 3 clusters Score -3720101 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -3720424.250000 Penalty: 5131.420410
	Iteration 17Q: 3 clusters Score -3720424 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 24149 members 
Entering Unmasked Estep 
Score: -3720671.000000 Penalty: 5131.420410
	Iteration 18Q: 3 clusters Score -3720671 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 24581 members 
Entering Unmasked Estep 
Score: -3720885.750000 Penalty: 5131.420410
	Iteration 19Q: 3 clusters Score -3720886 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3721114.250000 Penalty: 5131.420410
	Iteration 20F: 3 clusters Score -3721114 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -3721304.250000 Penalty: 5131.420410
	Iteration 21Q: 3 clusters Score -3721304 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -3721500.250000 Penalty: 5131.420410
	Iteration 22Q: 3 clusters Score -3721500 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -3721679.250000 Penalty: 5131.420410
	Iteration 23Q: 3 clusters Score -3721679 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 26447 members 
Entering Unmasked Estep 
Score: -3721825.500000 Penalty: 5131.420410
	Iteration 24Q: 3 clusters Score -3721826 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 26702 members 
Entering Unmasked Estep 
Score: -3721917.250000 Penalty: 5131.420410
	Iteration 25Q: 3 clusters Score -3721917 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
Score: -3722007.500000 Penalty: 5131.420410
	Iteration 26Q: 3 clusters Score -3722008 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -3722108.000000 Penalty: 5131.420410
	Iteration 27Q: 3 clusters Score -3722108 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 27375 members 
Entering Unmasked Estep 
Score: -3722189.000000 Penalty: 5131.420410
	Iteration 28Q: 3 clusters Score -3722189 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -3722239.250000 Penalty: 5131.420410
	Iteration 29Q: 3 clusters Score -3722239 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -3722290.500000 Penalty: 5131.420410
	Iteration 30Q: 3 clusters Score -3722290 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 27877 members 
Entering Unmasked Estep 
Score: -3722336.750000 Penalty: 5131.420410
	Iteration 31Q: 3 clusters Score -3722337 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3722386.000000 Penalty: 5131.420410
	Iteration 32Q: 3 clusters Score -3722386 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -3722432.500000 Penalty: 5131.420410
	Iteration 33Q: 3 clusters Score -3722432 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -3722480.750000 Penalty: 5131.420410
	Iteration 34Q: 3 clusters Score -3722481 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3722536.500000 Penalty: 5131.420410
	Iteration 35Q: 3 clusters Score -3722536 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -3722568.250000 Penalty: 5131.420410
	Iteration 36Q: 3 clusters Score -3722568 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -3722607.250000 Penalty: 5131.420410
	Iteration 37Q: 3 clusters Score -3722607 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -3722629.750000 Penalty: 5131.420410
	Iteration 38Q: 3 clusters Score -3722630 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 28788 members 
Entering Unmasked Estep 
Score: -3722659.250000 Penalty: 5131.420410
	Iteration 39Q: 3 clusters Score -3722659 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -3722670.000000 Penalty: 5131.420410
	Iteration 40F: 3 clusters Score -3722670 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 28904 members 
Entering Unmasked Estep 
Score: -3722679.250000 Penalty: 5131.420410
	Iteration 41Q: 3 clusters Score -3722679 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -3722694.500000 Penalty: 5131.420410
	Iteration 42Q: 3 clusters Score -3722694 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -3722715.000000 Penalty: 5131.420410
	Iteration 43Q: 3 clusters Score -3722715 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
Score: -3722730.500000 Penalty: 5131.420410
	Iteration 44Q: 3 clusters Score -3722730 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -3722738.000000 Penalty: 5131.420410
	Iteration 45Q: 3 clusters Score -3722738 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 29136 members 
Entering Unmasked Estep 
Score: -3722743.500000 Penalty: 5131.420410
	Iteration 46Q: 3 clusters Score -3722744 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 29171 members 
Entering Unmasked Estep 
Score: -3722752.750000 Penalty: 5131.420410
	Iteration 47Q: 3 clusters Score -3722753 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 29215 members 
Entering Unmasked Estep 
Score: -3722779.750000 Penalty: 5131.420410
	Iteration 48Q: 3 clusters Score -3722780 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -3722783.750000 Penalty: 5131.420410
	Iteration 49Q: 3 clusters Score -3722784 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 29278 members 
Entering Unmasked Estep 
Score: -3722796.000000 Penalty: 5131.420410
	Iteration 50Q: 3 clusters Score -3722796 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 29309 members 
Entering Unmasked Estep 
Score: -3722801.000000 Penalty: 5131.420410
	Iteration 51Q: 3 clusters Score -3722801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 29335 members 
Entering Unmasked Estep 
Score: -3722816.750000 Penalty: 5131.420410
	Iteration 52Q: 3 clusters Score -3722817 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 29358 members 
Entering Unmasked Estep 
Score: -3722818.000000 Penalty: 5131.420410
	Iteration 53Q: 3 clusters Score -3722818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -3722821.000000 Penalty: 5131.420410
	Iteration 54Q: 3 clusters Score -3722821 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -3722829.250000 Penalty: 5131.420410
	Iteration 55Q: 3 clusters Score -3722829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 29398 members 
Entering Unmasked Estep 
Score: -3722832.500000 Penalty: 5131.420410
	Iteration 56Q: 3 clusters Score -3722832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 29408 members 
Entering Unmasked Estep 
Score: -3722830.500000 Penalty: 5131.420410
	Iteration 57Q: 3 clusters Score -3722830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -3722839.000000 Penalty: 5131.420410
	Iteration 58Q: 3 clusters Score -3722839 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -3722845.750000 Penalty: 5131.420410
	Iteration 59Q: 3 clusters Score -3722846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 29437 members 
Entering Unmasked Estep 
Score: -3722847.250000 Penalty: 5131.420410
	Iteration 60F: 3 clusters Score -3722847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 29444 members 
Entering Unmasked Estep 
Score: -3722849.250000 Penalty: 5131.420410
	Iteration 61Q: 3 clusters Score -3722849 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -3722856.000000 Penalty: 5131.420410
	Iteration 62Q: 3 clusters Score -3722856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -3722863.000000 Penalty: 5131.420410
	Iteration 63Q: 3 clusters Score -3722863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -3722868.250000 Penalty: 5131.420410
	Iteration 64Q: 3 clusters Score -3722868 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 29482 members 
Entering Unmasked Estep 
Score: -3722870.500000 Penalty: 5131.420410
	Iteration 65Q: 3 clusters Score -3722870 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -3722867.750000 Penalty: 5131.420410
	Iteration 66Q: 3 clusters Score -3722868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -3722863.750000 Penalty: 5131.420410
	Iteration 67Q: 3 clusters Score -3722864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -3722863.250000 Penalty: 5131.420410
	Iteration 68Q: 3 clusters Score -3722863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 29496 members 
Entering Unmasked Estep 
Score: -3722862.750000 Penalty: 5131.420410
	Iteration 69Q: 3 clusters Score -3722863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 29499 members 
Entering Unmasked Estep 
Score: -3722863.250000 Penalty: 5131.420410
	Iteration 70Q: 3 clusters Score -3722863 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 29503 members 
Entering Unmasked Estep 
Score: -3722869.250000 Penalty: 5131.420410
	Iteration 71Q: 3 clusters Score -3722869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3722872.750000 Penalty: 5131.420410
	Iteration 72Q: 3 clusters Score -3722873 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 29504 members 
Entering Unmasked Estep 
Score: -3722872.750000 Penalty: 5131.420410
	Iteration 73F: 3 clusters Score -3722873 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (34190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Entering Unmasked Estep 
Score: -3828199.750000 Penalty: 2589.042725
	Iteration 0F: 2 clusters Score -3828200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -3804957.750000 Penalty: 5178.085449
	Iteration 0F: 3 clusters Score -3804958 nChanged 15530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -3813740.000000 Penalty: 5178.085449
	Iteration 1F: 3 clusters Score -3813740 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -3814568.500000 Penalty: 5178.085449
	Iteration 2F: 3 clusters Score -3814568 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 14751 members 
Entering Unmasked Estep 
Score: -3815600.750000 Penalty: 5178.085449
	Iteration 3F: 3 clusters Score -3815601 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -3816922.250000 Penalty: 5178.085449
	Iteration 4F: 3 clusters Score -3816922 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21634 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3818444.250000 Penalty: 5178.085449
	Iteration 5F: 3 clusters Score -3818444 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -3820119.250000 Penalty: 5178.085449
	Iteration 6F: 3 clusters Score -3820119 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -3821773.250000 Penalty: 5178.085449
	Iteration 7F: 3 clusters Score -3821773 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3823157.500000 Penalty: 5178.085449
	Iteration 8F: 3 clusters Score -3823158 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26348 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -3824217.750000 Penalty: 5178.085449
	Iteration 9Q: 3 clusters Score -3824218 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -3825033.750000 Penalty: 5178.085449
	Iteration 10Q: 3 clusters Score -3825034 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -3825611.250000 Penalty: 5178.085449
	Iteration 11Q: 3 clusters Score -3825611 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -3825963.250000 Penalty: 5178.085449
	Iteration 12Q: 3 clusters Score -3825963 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28545 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -3826157.500000 Penalty: 5178.085449
	Iteration 13Q: 3 clusters Score -3826158 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -3826314.500000 Penalty: 5178.085449
	Iteration 14Q: 3 clusters Score -3826314 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -3826439.750000 Penalty: 5178.085449
	Iteration 15Q: 3 clusters Score -3826440 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -3826494.250000 Penalty: 5178.085449
	Iteration 16Q: 3 clusters Score -3826494 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29599 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -3826548.250000 Penalty: 5178.085449
	Iteration 17Q: 3 clusters Score -3826548 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29776 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -3826608.000000 Penalty: 5178.085449
	Iteration 18Q: 3 clusters Score -3826608 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -3826644.250000 Penalty: 5178.085449
	Iteration 19Q: 3 clusters Score -3826644 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -3826675.000000 Penalty: 5178.085449
	Iteration 20F: 3 clusters Score -3826675 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30185 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -3826711.750000 Penalty: 5178.085449
	Iteration 21Q: 3 clusters Score -3826712 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30283 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -3826714.750000 Penalty: 5178.085449
	Iteration 22Q: 3 clusters Score -3826715 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -3826741.500000 Penalty: 5178.085449
	Iteration 23Q: 3 clusters Score -3826742 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -3826757.750000 Penalty: 5178.085449
	Iteration 24Q: 3 clusters Score -3826758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -3826766.750000 Penalty: 5178.085449
	Iteration 25Q: 3 clusters Score -3826767 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30557 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3826780.500000 Penalty: 5178.085449
	Iteration 26Q: 3 clusters Score -3826780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3826790.750000 Penalty: 5178.085449
	Iteration 27Q: 3 clusters Score -3826791 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30660 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -3826803.500000 Penalty: 5178.085449
	Iteration 28Q: 3 clusters Score -3826804 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30709 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -3826804.500000 Penalty: 5178.085449
	Iteration 29Q: 3 clusters Score -3826804 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -3826808.000000 Penalty: 5178.085449
	Iteration 30Q: 3 clusters Score -3826808 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -3826809.000000 Penalty: 5178.085449
	Iteration 31Q: 3 clusters Score -3826809 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30828 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3826817.750000 Penalty: 5178.085449
	Iteration 32Q: 3 clusters Score -3826818 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30859 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -3826819.500000 Penalty: 5178.085449
	Iteration 33Q: 3 clusters Score -3826820 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3826824.750000 Penalty: 5178.085449
	Iteration 34Q: 3 clusters Score -3826825 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -3826829.000000 Penalty: 5178.085449
	Iteration 35Q: 3 clusters Score -3826829 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30913 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -3826831.750000 Penalty: 5178.085449
	Iteration 36Q: 3 clusters Score -3826832 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3826830.750000 Penalty: 5178.085449
	Iteration 37Q: 3 clusters Score -3826831 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30916 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3826830.750000 Penalty: 5178.085449
	Iteration 38F: 3 clusters Score -3826831 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (23046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23046 members 
Entering Unmasked Estep 
Score: -2740084.750000 Penalty: 2491.221191
	Iteration 0F: 2 clusters Score -2740085 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2724122.250000 Penalty: 4982.442383
	Iteration 0F: 3 clusters Score -2724122 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -2729535.750000 Penalty: 4982.442383
	Iteration 1F: 3 clusters Score -2729536 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -2729914.750000 Penalty: 4982.442383
	Iteration 2F: 3 clusters Score -2729915 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -2730186.500000 Penalty: 4982.442383
	Iteration 3Q: 3 clusters Score -2730186 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2730411.000000 Penalty: 4982.442383
	Iteration 4Q: 3 clusters Score -2730411 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2730595.250000 Penalty: 4982.442383
	Iteration 5Q: 3 clusters Score -2730595 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -2730755.750000 Penalty: 4982.442383
	Iteration 6Q: 3 clusters Score -2730756 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -2730869.000000 Penalty: 4982.442383
	Iteration 7Q: 3 clusters Score -2730869 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -2730993.250000 Penalty: 4982.442383
	Iteration 8Q: 3 clusters Score -2730993 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 10782 members 
Entering Unmasked Estep 
Score: -2731099.250000 Penalty: 4982.442383
	Iteration 9Q: 3 clusters Score -2731099 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2731236.750000 Penalty: 4982.442383
	Iteration 10Q: 3 clusters Score -2731237 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -2731412.500000 Penalty: 4982.442383
	Iteration 11Q: 3 clusters Score -2731412 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2731685.500000 Penalty: 4982.442383
	Iteration 12Q: 3 clusters Score -2731686 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -2732068.500000 Penalty: 4982.442383
	Iteration 13Q: 3 clusters Score -2732068 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15008 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2732607.000000 Penalty: 4982.442383
	Iteration 14Q: 3 clusters Score -2732607 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16014 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2733369.000000 Penalty: 4982.442383
	Iteration 15Q: 3 clusters Score -2733369 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -2734263.250000 Penalty: 4982.442383
	Iteration 16F: 3 clusters Score -2734263 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18077 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2735225.500000 Penalty: 4982.442383
	Iteration 17F: 3 clusters Score -2735226 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2736044.250000 Penalty: 4982.442383
	Iteration 18Q: 3 clusters Score -2736044 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19454 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -2736537.250000 Penalty: 4982.442383
	Iteration 19Q: 3 clusters Score -2736537 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19813 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2736830.750000 Penalty: 4982.442383
	Iteration 20F: 3 clusters Score -2736831 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20115 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2737026.750000 Penalty: 4982.442383
	Iteration 21Q: 3 clusters Score -2737027 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20346 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2737152.250000 Penalty: 4982.442383
	Iteration 22Q: 3 clusters Score -2737152 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -2737226.250000 Penalty: 4982.442383
	Iteration 23Q: 3 clusters Score -2737226 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20692 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -2737311.250000 Penalty: 4982.442383
	Iteration 24Q: 3 clusters Score -2737311 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20831 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2737379.000000 Penalty: 4982.442383
	Iteration 25Q: 3 clusters Score -2737379 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -2737444.750000 Penalty: 4982.442383
	Iteration 26Q: 3 clusters Score -2737445 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -2737500.750000 Penalty: 4982.442383
	Iteration 27Q: 3 clusters Score -2737501 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -2737557.250000 Penalty: 4982.442383
	Iteration 28Q: 3 clusters Score -2737557 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2737582.000000 Penalty: 4982.442383
	Iteration 29Q: 3 clusters Score -2737582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2737603.500000 Penalty: 4982.442383
	Iteration 30Q: 3 clusters Score -2737604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21398 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2737634.000000 Penalty: 4982.442383
	Iteration 31Q: 3 clusters Score -2737634 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2737662.750000 Penalty: 4982.442383
	Iteration 32Q: 3 clusters Score -2737663 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -2737693.500000 Penalty: 4982.442383
	Iteration 33Q: 3 clusters Score -2737694 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2737708.500000 Penalty: 4982.442383
	Iteration 34Q: 3 clusters Score -2737708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21629 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -2737722.000000 Penalty: 4982.442383
	Iteration 35Q: 3 clusters Score -2737722 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21660 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -2737738.250000 Penalty: 4982.442383
	Iteration 36Q: 3 clusters Score -2737738 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21686 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2737742.500000 Penalty: 4982.442383
	Iteration 37Q: 3 clusters Score -2737742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2737749.000000 Penalty: 4982.442383
	Iteration 38Q: 3 clusters Score -2737749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -2737765.250000 Penalty: 4982.442383
	Iteration 39Q: 3 clusters Score -2737765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21762 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2737777.250000 Penalty: 4982.442383
	Iteration 40F: 3 clusters Score -2737777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21793 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2737796.750000 Penalty: 4982.442383
	Iteration 41Q: 3 clusters Score -2737797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2737804.750000 Penalty: 4982.442383
	Iteration 42Q: 3 clusters Score -2737805 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2737820.750000 Penalty: 4982.442383
	Iteration 43Q: 3 clusters Score -2737821 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21883 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2737827.750000 Penalty: 4982.442383
	Iteration 44Q: 3 clusters Score -2737828 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2737835.000000 Penalty: 4982.442383
	Iteration 45Q: 3 clusters Score -2737835 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -2737842.000000 Penalty: 4982.442383
	Iteration 46Q: 3 clusters Score -2737842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -2737854.750000 Penalty: 4982.442383
	Iteration 47Q: 3 clusters Score -2737855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21968 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -2737865.750000 Penalty: 4982.442383
	Iteration 48Q: 3 clusters Score -2737866 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2737870.000000 Penalty: 4982.442383
	Iteration 49Q: 3 clusters Score -2737870 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2737874.250000 Penalty: 4982.442383
	Iteration 50Q: 3 clusters Score -2737874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2737881.500000 Penalty: 4982.442383
	Iteration 51Q: 3 clusters Score -2737882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2737885.000000 Penalty: 4982.442383
	Iteration 52Q: 3 clusters Score -2737885 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2737892.000000 Penalty: 4982.442383
	Iteration 53Q: 3 clusters Score -2737892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -2737901.500000 Penalty: 4982.442383
	Iteration 54Q: 3 clusters Score -2737902 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22042 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -2737909.750000 Penalty: 4982.442383
	Iteration 55Q: 3 clusters Score -2737910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -2737911.500000 Penalty: 4982.442383
	Iteration 56Q: 3 clusters Score -2737912 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2737919.500000 Penalty: 4982.442383
	Iteration 57Q: 3 clusters Score -2737920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22063 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2737919.500000 Penalty: 4982.442383
	Iteration 58Q: 3 clusters Score -2737920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2737922.000000 Penalty: 4982.442383
	Iteration 59Q: 3 clusters Score -2737922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2737928.750000 Penalty: 4982.442383
	Iteration 60F: 3 clusters Score -2737929 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22090 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2737934.500000 Penalty: 4982.442383
	Iteration 61Q: 3 clusters Score -2737934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2737940.500000 Penalty: 4982.442383
	Iteration 62Q: 3 clusters Score -2737940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22112 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -2737943.000000 Penalty: 4982.442383
	Iteration 63Q: 3 clusters Score -2737943 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2737946.250000 Penalty: 4982.442383
	Iteration 64Q: 3 clusters Score -2737946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2737945.750000 Penalty: 4982.442383
	Iteration 65Q: 3 clusters Score -2737946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22132 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -2737952.750000 Penalty: 4982.442383
	Iteration 66Q: 3 clusters Score -2737953 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2737955.250000 Penalty: 4982.442383
	Iteration 67Q: 3 clusters Score -2737955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22146 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -2737963.500000 Penalty: 4982.442383
	Iteration 68Q: 3 clusters Score -2737964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22156 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2737966.750000 Penalty: 4982.442383
	Iteration 69Q: 3 clusters Score -2737967 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2737971.250000 Penalty: 4982.442383
	Iteration 70Q: 3 clusters Score -2737971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2737977.000000 Penalty: 4982.442383
	Iteration 71Q: 3 clusters Score -2737977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2737975.250000 Penalty: 4982.442383
	Iteration 72Q: 3 clusters Score -2737975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22172 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2737976.750000 Penalty: 4982.442383
	Iteration 73Q: 3 clusters Score -2737977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22175 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2737983.750000 Penalty: 4982.442383
	Iteration 74Q: 3 clusters Score -2737984 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -2737983.250000 Penalty: 4982.442383
	Iteration 75Q: 3 clusters Score -2737983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2737988.750000 Penalty: 4982.442383
	Iteration 76Q: 3 clusters Score -2737989 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2737989.500000 Penalty: 4982.442383
	Iteration 77Q: 3 clusters Score -2737990 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2737991.000000 Penalty: 4982.442383
	Iteration 78Q: 3 clusters Score -2737991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2737992.000000 Penalty: 4982.442383
	Iteration 79Q: 3 clusters Score -2737992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -2737989.000000 Penalty: 4982.442383
	Iteration 80F: 3 clusters Score -2737989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Entering Unmasked Estep 
Score: -399322.343750 Penalty: 2025.221558
	Iteration 0F: 2 clusters Score -399322.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -395766.375000 Penalty: 4050.443115
	Iteration 0F: 3 clusters Score -395766.4 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -396536.562500 Penalty: 4050.443115
	Iteration 1F: 3 clusters Score -396536.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -396702.562500 Penalty: 4050.443115
	Iteration 2F: 3 clusters Score -396702.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -396800.500000 Penalty: 4050.443115
	Iteration 3Q: 3 clusters Score -396800.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -396863.718750 Penalty: 4050.443115
	Iteration 4Q: 3 clusters Score -396863.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -396902.000000 Penalty: 4050.443115
	Iteration 5Q: 3 clusters Score -396902 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -396939.750000 Penalty: 4050.443115
	Iteration 6Q: 3 clusters Score -396939.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -396978.000000 Penalty: 4050.443115
	Iteration 7Q: 3 clusters Score -396978 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -397003.218750 Penalty: 4050.443115
	Iteration 8Q: 3 clusters Score -397003.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -397031.812500 Penalty: 4050.443115
	Iteration 9Q: 3 clusters Score -397031.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -397051.906250 Penalty: 4050.443115
	Iteration 10Q: 3 clusters Score -397051.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -397068.187500 Penalty: 4050.443115
	Iteration 11Q: 3 clusters Score -397068.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -397086.375000 Penalty: 4050.443115
	Iteration 12Q: 3 clusters Score -397086.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -397104.875000 Penalty: 4050.443115
	Iteration 13Q: 3 clusters Score -397104.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -397122.406250 Penalty: 4050.443115
	Iteration 14Q: 3 clusters Score -397122.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -397134.437500 Penalty: 4050.443115
	Iteration 15Q: 3 clusters Score -397134.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -397149.937500 Penalty: 4050.443115
	Iteration 16Q: 3 clusters Score -397149.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -397160.937500 Penalty: 4050.443115
	Iteration 17Q: 3 clusters Score -397160.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -397172.750000 Penalty: 4050.443115
	Iteration 18Q: 3 clusters Score -397172.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -397183.875000 Penalty: 4050.443115
	Iteration 19Q: 3 clusters Score -397183.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -397197.437500 Penalty: 4050.443115
	Iteration 20F: 3 clusters Score -397197.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -397214.406250 Penalty: 4050.443115
	Iteration 21Q: 3 clusters Score -397214.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -397225.500000 Penalty: 4050.443115
	Iteration 22Q: 3 clusters Score -397225.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -397235.312500 Penalty: 4050.443115
	Iteration 23Q: 3 clusters Score -397235.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -397243.812500 Penalty: 4050.443115
	Iteration 24Q: 3 clusters Score -397243.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -397251.843750 Penalty: 4050.443115
	Iteration 25Q: 3 clusters Score -397251.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -397264.218750 Penalty: 4050.443115
	Iteration 26Q: 3 clusters Score -397264.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -397273.687500 Penalty: 4050.443115
	Iteration 27Q: 3 clusters Score -397273.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -397282.343750 Penalty: 4050.443115
	Iteration 28Q: 3 clusters Score -397282.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -397290.593750 Penalty: 4050.443115
	Iteration 29Q: 3 clusters Score -397290.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -397294.781250 Penalty: 4050.443115
	Iteration 30Q: 3 clusters Score -397294.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -397303.000000 Penalty: 4050.443115
	Iteration 31Q: 3 clusters Score -397303 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -397312.125000 Penalty: 4050.443115
	Iteration 32Q: 3 clusters Score -397312.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -397321.625000 Penalty: 4050.443115
	Iteration 33Q: 3 clusters Score -397321.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -397331.250000 Penalty: 4050.443115
	Iteration 34Q: 3 clusters Score -397331.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -397340.562500 Penalty: 4050.443115
	Iteration 35Q: 3 clusters Score -397340.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -397345.750000 Penalty: 4050.443115
	Iteration 36Q: 3 clusters Score -397345.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -397351.500000 Penalty: 4050.443115
	Iteration 37Q: 3 clusters Score -397351.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -397360.468750 Penalty: 4050.443115
	Iteration 38Q: 3 clusters Score -397360.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -397369.781250 Penalty: 4050.443115
	Iteration 39Q: 3 clusters Score -397369.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -397380.781250 Penalty: 4050.443115
	Iteration 40F: 3 clusters Score -397380.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -397388.906250 Penalty: 4050.443115
	Iteration 41Q: 3 clusters Score -397388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -397393.500000 Penalty: 4050.443115
	Iteration 42Q: 3 clusters Score -397393.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -397403.500000 Penalty: 4050.443115
	Iteration 43Q: 3 clusters Score -397403.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -397411.531250 Penalty: 4050.443115
	Iteration 44Q: 3 clusters Score -397411.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -397418.625000 Penalty: 4050.443115
	Iteration 45Q: 3 clusters Score -397418.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -397425.968750 Penalty: 4050.443115
	Iteration 46Q: 3 clusters Score -397426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -397432.031250 Penalty: 4050.443115
	Iteration 47Q: 3 clusters Score -397432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -397432.312500 Penalty: 4050.443115
	Iteration 48Q: 3 clusters Score -397432.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -397433.125000 Penalty: 4050.443115
	Iteration 49Q: 3 clusters Score -397433.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -397433.687500 Penalty: 4050.443115
	Iteration 50Q: 3 clusters Score -397433.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -397433.687500 Penalty: 4050.443115
	Iteration 51F: 3 clusters Score -397433.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (8797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Entering Unmasked Estep 
Score: -875988.312500 Penalty: 2252.377197
	Iteration 0F: 2 clusters Score -875988.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -869070.375000 Penalty: 4504.754395
	Iteration 0F: 3 clusters Score -869070.4 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -871184.375000 Penalty: 4504.754395
	Iteration 1F: 3 clusters Score -871184.4 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -871742.187500 Penalty: 4504.754395
	Iteration 2F: 3 clusters Score -871742.2 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -872149.625000 Penalty: 4504.754395
	Iteration 3F: 3 clusters Score -872149.6 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -872500.312500 Penalty: 4504.754395
	Iteration 4F: 3 clusters Score -872500.3 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -872831.875000 Penalty: 4504.754395
	Iteration 5F: 3 clusters Score -872831.9 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -873165.875000 Penalty: 4504.754395
	Iteration 6F: 3 clusters Score -873165.9 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -873458.375000 Penalty: 4504.754395
	Iteration 7Q: 3 clusters Score -873458.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -873718.437500 Penalty: 4504.754395
	Iteration 8Q: 3 clusters Score -873718.4 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 5233 members 
Entering Unmasked Estep 
Score: -873912.312500 Penalty: 4504.754395
	Iteration 9Q: 3 clusters Score -873912.3 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -874070.937500 Penalty: 4504.754395
	Iteration 10Q: 3 clusters Score -874070.9 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3320 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -874196.000000 Penalty: 4504.754395
	Iteration 11Q: 3 clusters Score -874196 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -874275.125000 Penalty: 4504.754395
	Iteration 12Q: 3 clusters Score -874275.1 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -874339.437500 Penalty: 4504.754395
	Iteration 13Q: 3 clusters Score -874339.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -874400.750000 Penalty: 4504.754395
	Iteration 14Q: 3 clusters Score -874400.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -874441.250000 Penalty: 4504.754395
	Iteration 15Q: 3 clusters Score -874441.2 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -874473.125000 Penalty: 4504.754395
	Iteration 16Q: 3 clusters Score -874473.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -874503.437500 Penalty: 4504.754395
	Iteration 17Q: 3 clusters Score -874503.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -874525.312500 Penalty: 4504.754395
	Iteration 18Q: 3 clusters Score -874525.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -874541.500000 Penalty: 4504.754395
	Iteration 19Q: 3 clusters Score -874541.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -874558.187500 Penalty: 4504.754395
	Iteration 20F: 3 clusters Score -874558.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -874578.187500 Penalty: 4504.754395
	Iteration 21Q: 3 clusters Score -874578.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -874590.937500 Penalty: 4504.754395
	Iteration 22Q: 3 clusters Score -874590.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -874604.750000 Penalty: 4504.754395
	Iteration 23Q: 3 clusters Score -874604.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -874613.937500 Penalty: 4504.754395
	Iteration 24Q: 3 clusters Score -874613.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -874622.750000 Penalty: 4504.754395
	Iteration 25Q: 3 clusters Score -874622.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -874630.500000 Penalty: 4504.754395
	Iteration 26Q: 3 clusters Score -874630.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -874633.375000 Penalty: 4504.754395
	Iteration 27Q: 3 clusters Score -874633.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -874640.312500 Penalty: 4504.754395
	Iteration 28Q: 3 clusters Score -874640.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -874642.875000 Penalty: 4504.754395
	Iteration 29Q: 3 clusters Score -874642.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -874648.812500 Penalty: 4504.754395
	Iteration 30Q: 3 clusters Score -874648.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -874649.187500 Penalty: 4504.754395
	Iteration 31Q: 3 clusters Score -874649.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -874656.812500 Penalty: 4504.754395
	Iteration 32Q: 3 clusters Score -874656.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -874661.000000 Penalty: 4504.754395
	Iteration 33Q: 3 clusters Score -874661 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -874665.875000 Penalty: 4504.754395
	Iteration 34Q: 3 clusters Score -874665.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -874670.437500 Penalty: 4504.754395
	Iteration 35Q: 3 clusters Score -874670.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -874673.250000 Penalty: 4504.754395
	Iteration 36Q: 3 clusters Score -874673.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -874674.000000 Penalty: 4504.754395
	Iteration 37Q: 3 clusters Score -874674 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -874673.750000 Penalty: 4504.754395
	Iteration 38Q: 3 clusters Score -874673.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -874674.875000 Penalty: 4504.754395
	Iteration 39Q: 3 clusters Score -874674.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -874676.125000 Penalty: 4504.754395
	Iteration 40F: 3 clusters Score -874676.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -874675.812500 Penalty: 4504.754395
	Iteration 41Q: 3 clusters Score -874675.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -874676.625000 Penalty: 4504.754395
	Iteration 42Q: 3 clusters Score -874676.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -874678.125000 Penalty: 4504.754395
	Iteration 43Q: 3 clusters Score -874678.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -874680.812500 Penalty: 4504.754395
	Iteration 44Q: 3 clusters Score -874680.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -874679.562500 Penalty: 4504.754395
	Iteration 45Q: 3 clusters Score -874679.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -874680.750000 Penalty: 4504.754395
	Iteration 46Q: 3 clusters Score -874680.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -874682.875000 Penalty: 4504.754395
	Iteration 47Q: 3 clusters Score -874682.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -874682.687500 Penalty: 4504.754395
	Iteration 48Q: 3 clusters Score -874682.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -874684.187500 Penalty: 4504.754395
	Iteration 49Q: 3 clusters Score -874684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -874684.750000 Penalty: 4504.754395
	Iteration 50Q: 3 clusters Score -874684.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -874684.750000 Penalty: 4504.754395
	Iteration 51F: 3 clusters Score -874684.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (12851 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Entering Unmasked Estep 
Score: -1527710.500000 Penalty: 2346.371826
	Iteration 0F: 2 clusters Score -1527710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1518178.000000 Penalty: 4692.743652
	Iteration 0F: 3 clusters Score -1518178 nChanged 5456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1521264.000000 Penalty: 4692.743652
	Iteration 1F: 3 clusters Score -1521264 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6630 members 
Entering Unmasked Estep 
Score: -1521746.000000 Penalty: 4692.743652
	Iteration 2F: 3 clusters Score -1521746 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1522198.500000 Penalty: 4692.743652
	Iteration 3F: 3 clusters Score -1522198 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1522636.250000 Penalty: 4692.743652
	Iteration 4F: 3 clusters Score -1522636 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1523129.500000 Penalty: 4692.743652
	Iteration 5F: 3 clusters Score -1523130 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -1523637.750000 Penalty: 4692.743652
	Iteration 6F: 3 clusters Score -1523638 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -1524109.250000 Penalty: 4692.743652
	Iteration 7F: 3 clusters Score -1524109 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1524542.750000 Penalty: 4692.743652
	Iteration 8Q: 3 clusters Score -1524543 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -1524920.625000 Penalty: 4692.743652
	Iteration 9Q: 3 clusters Score -1524921 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 7997 members 
Entering Unmasked Estep 
Score: -1525190.625000 Penalty: 4692.743652
	Iteration 10Q: 3 clusters Score -1525191 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -1525340.875000 Penalty: 4692.743652
	Iteration 11Q: 3 clusters Score -1525341 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 8135 members 
Entering Unmasked Estep 
Score: -1525447.500000 Penalty: 4692.743652
	Iteration 12Q: 3 clusters Score -1525448 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 8199 members 
Entering Unmasked Estep 
Score: -1525521.000000 Penalty: 4692.743652
	Iteration 13Q: 3 clusters Score -1525521 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1525559.875000 Penalty: 4692.743652
	Iteration 14Q: 3 clusters Score -1525560 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1525585.750000 Penalty: 4692.743652
	Iteration 15Q: 3 clusters Score -1525586 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1525611.875000 Penalty: 4692.743652
	Iteration 16Q: 3 clusters Score -1525612 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -1525633.625000 Penalty: 4692.743652
	Iteration 17Q: 3 clusters Score -1525634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1525645.625000 Penalty: 4692.743652
	Iteration 18Q: 3 clusters Score -1525646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1525658.125000 Penalty: 4692.743652
	Iteration 19Q: 3 clusters Score -1525658 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 8346 members 
Entering Unmasked Estep 
Score: -1525664.875000 Penalty: 4692.743652
	Iteration 20F: 3 clusters Score -1525665 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1525670.500000 Penalty: 4692.743652
	Iteration 21Q: 3 clusters Score -1525670 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4517 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -1525678.125000 Penalty: 4692.743652
	Iteration 22Q: 3 clusters Score -1525678 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4519 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -1525684.250000 Penalty: 4692.743652
	Iteration 23Q: 3 clusters Score -1525684 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1525694.250000 Penalty: 4692.743652
	Iteration 24Q: 3 clusters Score -1525694 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1525706.625000 Penalty: 4692.743652
	Iteration 25Q: 3 clusters Score -1525707 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1525713.000000 Penalty: 4692.743652
	Iteration 26Q: 3 clusters Score -1525713 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 8344 members 
Entering Unmasked Estep 
Score: -1525717.750000 Penalty: 4692.743652
	Iteration 27Q: 3 clusters Score -1525718 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -1525724.000000 Penalty: 4692.743652
	Iteration 28Q: 3 clusters Score -1525724 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1525730.000000 Penalty: 4692.743652
	Iteration 29Q: 3 clusters Score -1525730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -1525734.000000 Penalty: 4692.743652
	Iteration 30Q: 3 clusters Score -1525734 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1525734.750000 Penalty: 4692.743652
	Iteration 31Q: 3 clusters Score -1525735 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -1525742.875000 Penalty: 4692.743652
	Iteration 32Q: 3 clusters Score -1525743 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 8340 members 
Entering Unmasked Estep 
Score: -1525745.750000 Penalty: 4692.743652
	Iteration 33Q: 3 clusters Score -1525746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -1525751.250000 Penalty: 4692.743652
	Iteration 34Q: 3 clusters Score -1525751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1525756.750000 Penalty: 4692.743652
	Iteration 35Q: 3 clusters Score -1525757 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -1525763.875000 Penalty: 4692.743652
	Iteration 36Q: 3 clusters Score -1525764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1525776.625000 Penalty: 4692.743652
	Iteration 37Q: 3 clusters Score -1525777 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -1525777.125000 Penalty: 4692.743652
	Iteration 38Q: 3 clusters Score -1525777 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -1525785.500000 Penalty: 4692.743652
	Iteration 39Q: 3 clusters Score -1525786 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1525791.000000 Penalty: 4692.743652
	Iteration 40F: 3 clusters Score -1525791 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -1525798.875000 Penalty: 4692.743652
	Iteration 41Q: 3 clusters Score -1525799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -1525806.750000 Penalty: 4692.743652
	Iteration 42Q: 3 clusters Score -1525807 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -1525818.000000 Penalty: 4692.743652
	Iteration 43Q: 3 clusters Score -1525818 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1525826.000000 Penalty: 4692.743652
	Iteration 44Q: 3 clusters Score -1525826 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 8379 members 
Entering Unmasked Estep 
Score: -1525831.125000 Penalty: 4692.743652
	Iteration 45Q: 3 clusters Score -1525831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1525841.125000 Penalty: 4692.743652
	Iteration 46Q: 3 clusters Score -1525841 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1525845.375000 Penalty: 4692.743652
	Iteration 47Q: 3 clusters Score -1525845 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1525854.875000 Penalty: 4692.743652
	Iteration 48Q: 3 clusters Score -1525855 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 8449 members 
Entering Unmasked Estep 
Score: -1525862.625000 Penalty: 4692.743652
	Iteration 49Q: 3 clusters Score -1525863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -1525867.875000 Penalty: 4692.743652
	Iteration 50Q: 3 clusters Score -1525868 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 8483 members 
Entering Unmasked Estep 
Score: -1525874.000000 Penalty: 4692.743652
	Iteration 51Q: 3 clusters Score -1525874 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -1525880.500000 Penalty: 4692.743652
	Iteration 52Q: 3 clusters Score -1525880 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -1525887.250000 Penalty: 4692.743652
	Iteration 53Q: 3 clusters Score -1525887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -1525897.250000 Penalty: 4692.743652
	Iteration 54Q: 3 clusters Score -1525897 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1525904.625000 Penalty: 4692.743652
	Iteration 55Q: 3 clusters Score -1525905 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -1525913.000000 Penalty: 4692.743652
	Iteration 56Q: 3 clusters Score -1525913 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -1525924.000000 Penalty: 4692.743652
	Iteration 57Q: 3 clusters Score -1525924 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 8640 members 
Entering Unmasked Estep 
Score: -1525935.875000 Penalty: 4692.743652
	Iteration 58Q: 3 clusters Score -1525936 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1525937.125000 Penalty: 4692.743652
	Iteration 59Q: 3 clusters Score -1525937 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 8688 members 
Entering Unmasked Estep 
Score: -1525942.500000 Penalty: 4692.743652
	Iteration 60F: 3 clusters Score -1525942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1525948.000000 Penalty: 4692.743652
	Iteration 61Q: 3 clusters Score -1525948 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -1525948.000000 Penalty: 4692.743652
	Iteration 62Q: 3 clusters Score -1525948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 8722 members 
Entering Unmasked Estep 
Score: -1525952.500000 Penalty: 4692.743652
	Iteration 63Q: 3 clusters Score -1525952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 8732 members 
Entering Unmasked Estep 
Score: -1525954.000000 Penalty: 4692.743652
	Iteration 64Q: 3 clusters Score -1525954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -1525957.625000 Penalty: 4692.743652
	Iteration 65Q: 3 clusters Score -1525958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -1525958.000000 Penalty: 4692.743652
	Iteration 66Q: 3 clusters Score -1525958 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 8746 members 
Entering Unmasked Estep 
Score: -1525954.750000 Penalty: 4692.743652
	Iteration 67Q: 3 clusters Score -1525955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -1525961.375000 Penalty: 4692.743652
	Iteration 68Q: 3 clusters Score -1525961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 8757 members 
Entering Unmasked Estep 
Score: -1525962.750000 Penalty: 4692.743652
	Iteration 69Q: 3 clusters Score -1525963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -1525960.750000 Penalty: 4692.743652
	Iteration 70Q: 3 clusters Score -1525961 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -1525960.000000 Penalty: 4692.743652
	Iteration 71Q: 3 clusters Score -1525960 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 8774 members 
Entering Unmasked Estep 
Score: -1525960.375000 Penalty: 4692.743652
	Iteration 72Q: 3 clusters Score -1525960 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1525966.250000 Penalty: 4692.743652
	Iteration 73Q: 3 clusters Score -1525966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1525966.875000 Penalty: 4692.743652
	Iteration 74Q: 3 clusters Score -1525967 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
Score: -1525967.625000 Penalty: 4692.743652
	Iteration 75Q: 3 clusters Score -1525968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1525969.750000 Penalty: 4692.743652
	Iteration 76Q: 3 clusters Score -1525970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4032 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1525971.750000 Penalty: 4692.743652
	Iteration 77Q: 3 clusters Score -1525972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -1525976.750000 Penalty: 4692.743652
	Iteration 78Q: 3 clusters Score -1525977 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1525975.250000 Penalty: 4692.743652
	Iteration 79Q: 3 clusters Score -1525975 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1525976.375000 Penalty: 4692.743652
	Iteration 80F: 3 clusters Score -1525976 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -1525979.750000 Penalty: 4692.743652
	Iteration 81Q: 3 clusters Score -1525980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -1525975.875000 Penalty: 4692.743652
	Iteration 82Q: 3 clusters Score -1525976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1525980.375000 Penalty: 4692.743652
	Iteration 83Q: 3 clusters Score -1525980 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1525985.875000 Penalty: 4692.743652
	Iteration 84Q: 3 clusters Score -1525986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1525989.500000 Penalty: 4692.743652
	Iteration 85Q: 3 clusters Score -1525990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8907 members 
Entering Unmasked Estep 
Score: -1525988.625000 Penalty: 4692.743652
	Iteration 86Q: 3 clusters Score -1525989 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 8915 members 
Entering Unmasked Estep 
Score: -1525993.625000 Penalty: 4692.743652
	Iteration 87Q: 3 clusters Score -1525994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -1525998.750000 Penalty: 4692.743652
	Iteration 88Q: 3 clusters Score -1525999 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -1525998.125000 Penalty: 4692.743652
	Iteration 89Q: 3 clusters Score -1525998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -1525998.625000 Penalty: 4692.743652
	Iteration 90Q: 3 clusters Score -1525999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -1526003.625000 Penalty: 4692.743652
	Iteration 91Q: 3 clusters Score -1526004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1526003.750000 Penalty: 4692.743652
	Iteration 92Q: 3 clusters Score -1526004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3904 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1526006.625000 Penalty: 4692.743652
	Iteration 93Q: 3 clusters Score -1526007 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -1526013.625000 Penalty: 4692.743652
	Iteration 94Q: 3 clusters Score -1526014 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 8971 members 
Entering Unmasked Estep 
Score: -1526018.375000 Penalty: 4692.743652
	Iteration 95Q: 3 clusters Score -1526018 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 8995 members 
Entering Unmasked Estep 
Score: -1526030.125000 Penalty: 4692.743652
	Iteration 96Q: 3 clusters Score -1526030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -1526040.875000 Penalty: 4692.743652
	Iteration 97Q: 3 clusters Score -1526041 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -1526054.375000 Penalty: 4692.743652
	Iteration 98Q: 3 clusters Score -1526054 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -1526066.750000 Penalty: 4692.743652
	Iteration 99Q: 3 clusters Score -1526067 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 9105 members 
Entering Unmasked Estep 
Score: -1526080.000000 Penalty: 4692.743652
	Iteration 100F: 3 clusters Score -1526080 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -1526087.875000 Penalty: 4692.743652
	Iteration 101Q: 3 clusters Score -1526088 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -1526100.000000 Penalty: 4692.743652
	Iteration 102Q: 3 clusters Score -1526100 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -1526110.875000 Penalty: 4692.743652
	Iteration 103Q: 3 clusters Score -1526111 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 9184 members 
Entering Unmasked Estep 
Score: -1526120.500000 Penalty: 4692.743652
	Iteration 104Q: 3 clusters Score -1526120 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1526134.500000 Penalty: 4692.743652
	Iteration 105Q: 3 clusters Score -1526134 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1526140.250000 Penalty: 4692.743652
	Iteration 106Q: 3 clusters Score -1526140 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1526146.125000 Penalty: 4692.743652
	Iteration 107Q: 3 clusters Score -1526146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1526149.125000 Penalty: 4692.743652
	Iteration 108Q: 3 clusters Score -1526149 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1526153.625000 Penalty: 4692.743652
	Iteration 109Q: 3 clusters Score -1526154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -1526155.750000 Penalty: 4692.743652
	Iteration 110Q: 3 clusters Score -1526156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1526161.000000 Penalty: 4692.743652
	Iteration 111Q: 3 clusters Score -1526161 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -1526161.375000 Penalty: 4692.743652
	Iteration 112Q: 3 clusters Score -1526161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1526162.500000 Penalty: 4692.743652
	Iteration 113Q: 3 clusters Score -1526162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1526162.875000 Penalty: 4692.743652
	Iteration 114Q: 3 clusters Score -1526163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1526166.000000 Penalty: 4692.743652
	Iteration 115Q: 3 clusters Score -1526166 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1526169.375000 Penalty: 4692.743652
	Iteration 116Q: 3 clusters Score -1526169 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1526176.875000 Penalty: 4692.743652
	Iteration 117Q: 3 clusters Score -1526177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1526176.875000 Penalty: 4692.743652
	Iteration 118Q: 3 clusters Score -1526177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -1526176.500000 Penalty: 4692.743652
	Iteration 119Q: 3 clusters Score -1526176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -1526182.750000 Penalty: 4692.743652
	Iteration 120F: 3 clusters Score -1526183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -1526182.000000 Penalty: 4692.743652
	Iteration 121Q: 3 clusters Score -1526182 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1526183.750000 Penalty: 4692.743652
	Iteration 122Q: 3 clusters Score -1526184 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -1526182.125000 Penalty: 4692.743652
	Iteration 123Q: 3 clusters Score -1526182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1526187.750000 Penalty: 4692.743652
	Iteration 124Q: 3 clusters Score -1526188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1526193.500000 Penalty: 4692.743652
	Iteration 125Q: 3 clusters Score -1526194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -1526191.875000 Penalty: 4692.743652
	Iteration 126Q: 3 clusters Score -1526192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1526192.625000 Penalty: 4692.743652
	Iteration 127Q: 3 clusters Score -1526193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -1526191.500000 Penalty: 4692.743652
	Iteration 128Q: 3 clusters Score -1526192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1526193.000000 Penalty: 4692.743652
	Iteration 129Q: 3 clusters Score -1526193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 9237 members 
Entering Unmasked Estep 
Score: -1526194.750000 Penalty: 4692.743652
	Iteration 130Q: 3 clusters Score -1526195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1526198.500000 Penalty: 4692.743652
	Iteration 131Q: 3 clusters Score -1526198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -1526201.125000 Penalty: 4692.743652
	Iteration 132Q: 3 clusters Score -1526201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1526201.375000 Penalty: 4692.743652
	Iteration 133Q: 3 clusters Score -1526201 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1526201.375000 Penalty: 4692.743652
	Iteration 134Q: 3 clusters Score -1526201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 9255 members 
Entering Unmasked Estep 
Score: -1526203.500000 Penalty: 4692.743652
	Iteration 135Q: 3 clusters Score -1526204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 9252 members 
Entering Unmasked Estep 
Score: -1526202.500000 Penalty: 4692.743652
	Iteration 136Q: 3 clusters Score -1526202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1526203.750000 Penalty: 4692.743652
	Iteration 137Q: 3 clusters Score -1526204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -1526202.375000 Penalty: 4692.743652
	Iteration 138Q: 3 clusters Score -1526202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1526201.500000 Penalty: 4692.743652
	Iteration 139Q: 3 clusters Score -1526202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1526201.500000 Penalty: 4692.743652
	Iteration 140F: 3 clusters Score -1526202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (26161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26161 members 
Entering Unmasked Estep 
Score: -3138224.750000 Penalty: 2522.662109
	Iteration 0F: 2 clusters Score -3138225 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13113 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -3120101.000000 Penalty: 5045.324219
	Iteration 0F: 3 clusters Score -3120101 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -3126541.750000 Penalty: 5045.324219
	Iteration 1F: 3 clusters Score -3126542 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13810 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3127214.500000 Penalty: 5045.324219
	Iteration 2F: 3 clusters Score -3127214 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -3127965.750000 Penalty: 5045.324219
	Iteration 3F: 3 clusters Score -3127966 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -3128883.750000 Penalty: 5045.324219
	Iteration 4F: 3 clusters Score -3128884 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14751 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -3129959.500000 Penalty: 5045.324219
	Iteration 5F: 3 clusters Score -3129960 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -3131157.500000 Penalty: 5045.324219
	Iteration 6F: 3 clusters Score -3131158 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 10915 members 
Entering Unmasked Estep 
Score: -3132344.000000 Penalty: 5045.324219
	Iteration 7F: 3 clusters Score -3132344 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15227 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -3133337.250000 Penalty: 5045.324219
	Iteration 8F: 3 clusters Score -3133337 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -3134094.750000 Penalty: 5045.324219
	Iteration 9Q: 3 clusters Score -3134095 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -3134716.250000 Penalty: 5045.324219
	Iteration 10Q: 3 clusters Score -3134716 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14508 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3135286.750000 Penalty: 5045.324219
	Iteration 11Q: 3 clusters Score -3135287 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -3135884.500000 Penalty: 5045.324219
	Iteration 12Q: 3 clusters Score -3135884 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -3136383.500000 Penalty: 5045.324219
	Iteration 13Q: 3 clusters Score -3136384 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -3136744.000000 Penalty: 5045.324219
	Iteration 14Q: 3 clusters Score -3136744 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -3136985.500000 Penalty: 5045.324219
	Iteration 15Q: 3 clusters Score -3136986 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -3137130.750000 Penalty: 5045.324219
	Iteration 16Q: 3 clusters Score -3137131 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13575 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -3137247.250000 Penalty: 5045.324219
	Iteration 17Q: 3 clusters Score -3137247 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -3137331.000000 Penalty: 5045.324219
	Iteration 18Q: 3 clusters Score -3137331 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 12356 members 
Entering Unmasked Estep 
Score: -3137400.250000 Penalty: 5045.324219
	Iteration 19Q: 3 clusters Score -3137400 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -3137469.000000 Penalty: 5045.324219
	Iteration 20F: 3 clusters Score -3137469 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -3137497.750000 Penalty: 5045.324219
	Iteration 21Q: 3 clusters Score -3137498 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -3137540.250000 Penalty: 5045.324219
	Iteration 22Q: 3 clusters Score -3137540 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3137606.750000 Penalty: 5045.324219
	Iteration 23Q: 3 clusters Score -3137607 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 11658 members 
Entering Unmasked Estep 
Score: -3137634.250000 Penalty: 5045.324219
	Iteration 24Q: 3 clusters Score -3137634 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14659 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3137694.500000 Penalty: 5045.324219
	Iteration 25Q: 3 clusters Score -3137694 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -3137763.000000 Penalty: 5045.324219
	Iteration 26Q: 3 clusters Score -3137763 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -3137816.750000 Penalty: 5045.324219
	Iteration 27Q: 3 clusters Score -3137817 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15123 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -3137874.250000 Penalty: 5045.324219
	Iteration 28Q: 3 clusters Score -3137874 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15267 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -3137894.250000 Penalty: 5045.324219
	Iteration 29Q: 3 clusters Score -3137894 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15397 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3137917.750000 Penalty: 5045.324219
	Iteration 30Q: 3 clusters Score -3137918 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -3137953.750000 Penalty: 5045.324219
	Iteration 31Q: 3 clusters Score -3137954 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -3137975.000000 Penalty: 5045.324219
	Iteration 32Q: 3 clusters Score -3137975 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -3137987.250000 Penalty: 5045.324219
	Iteration 33Q: 3 clusters Score -3137987 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -3137996.250000 Penalty: 5045.324219
	Iteration 34Q: 3 clusters Score -3137996 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -3138008.750000 Penalty: 5045.324219
	Iteration 35Q: 3 clusters Score -3138009 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -3138010.500000 Penalty: 5045.324219
	Iteration 36Q: 3 clusters Score -3138010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 10253 members 
Entering Unmasked Estep 
Score: -3138023.500000 Penalty: 5045.324219
	Iteration 37Q: 3 clusters Score -3138024 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -3138026.500000 Penalty: 5045.324219
	Iteration 38Q: 3 clusters Score -3138026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -3138039.250000 Penalty: 5045.324219
	Iteration 39Q: 3 clusters Score -3138039 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -3138031.250000 Penalty: 5045.324219
	Iteration 40F: 3 clusters Score -3138031 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16130 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -3138033.250000 Penalty: 5045.324219
	Iteration 41Q: 3 clusters Score -3138033 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 9988 members 
Entering Unmasked Estep 
Score: -3138040.250000 Penalty: 5045.324219
	Iteration 42Q: 3 clusters Score -3138040 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -3138051.250000 Penalty: 5045.324219
	Iteration 43Q: 3 clusters Score -3138051 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3138058.000000 Penalty: 5045.324219
	Iteration 44Q: 3 clusters Score -3138058 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 9877 members 
Entering Unmasked Estep 
Score: -3138064.750000 Penalty: 5045.324219
	Iteration 45Q: 3 clusters Score -3138065 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -3138067.000000 Penalty: 5045.324219
	Iteration 46Q: 3 clusters Score -3138067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16327 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -3138068.750000 Penalty: 5045.324219
	Iteration 47Q: 3 clusters Score -3138069 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 9817 members 
Entering Unmasked Estep 
Score: -3138077.250000 Penalty: 5045.324219
	Iteration 48Q: 3 clusters Score -3138077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -3138075.750000 Penalty: 5045.324219
	Iteration 49Q: 3 clusters Score -3138076 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -3138075.500000 Penalty: 5045.324219
	Iteration 50Q: 3 clusters Score -3138076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3138073.000000 Penalty: 5045.324219
	Iteration 51Q: 3 clusters Score -3138073 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -3138074.500000 Penalty: 5045.324219
	Iteration 52Q: 3 clusters Score -3138074 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -3138068.750000 Penalty: 5045.324219
	Iteration 53Q: 3 clusters Score -3138069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -3138072.000000 Penalty: 5045.324219
	Iteration 54Q: 3 clusters Score -3138072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -3138070.500000 Penalty: 5045.324219
	Iteration 55Q: 3 clusters Score -3138070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 9715 members 
Entering Unmasked Estep 
Score: -3138068.250000 Penalty: 5045.324219
	Iteration 56Q: 3 clusters Score -3138068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16450 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -3138066.000000 Penalty: 5045.324219
	Iteration 57Q: 3 clusters Score -3138066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3138070.250000 Penalty: 5045.324219
	Iteration 58Q: 3 clusters Score -3138070 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 9710 members 
Entering Unmasked Estep 
Score: -3138070.250000 Penalty: 5045.324219
	Iteration 59F: 3 clusters Score -3138070 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (12169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12169 members 
Entering Unmasked Estep 
Score: -1105259.625000 Penalty: 2332.848389
	Iteration 0F: 2 clusters Score -1105260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1096222.250000 Penalty: 4665.696777
	Iteration 0F: 3 clusters Score -1096222 nChanged 5195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -1099330.750000 Penalty: 4665.696777
	Iteration 1F: 3 clusters Score -1099331 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1100015.125000 Penalty: 4665.696777
	Iteration 2F: 3 clusters Score -1100015 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -1100748.250000 Penalty: 4665.696777
	Iteration 3F: 3 clusters Score -1100748 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1101492.500000 Penalty: 4665.696777
	Iteration 4F: 3 clusters Score -1101492 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1102194.250000 Penalty: 4665.696777
	Iteration 5F: 3 clusters Score -1102194 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1102691.375000 Penalty: 4665.696777
	Iteration 6F: 3 clusters Score -1102691 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6020 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1103041.750000 Penalty: 4665.696777
	Iteration 7Q: 3 clusters Score -1103042 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 6028 members 
Entering Unmasked Estep 
Score: -1103250.250000 Penalty: 4665.696777
	Iteration 8Q: 3 clusters Score -1103250 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1103376.375000 Penalty: 4665.696777
	Iteration 9Q: 3 clusters Score -1103376 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1103451.000000 Penalty: 4665.696777
	Iteration 10Q: 3 clusters Score -1103451 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1103501.875000 Penalty: 4665.696777
	Iteration 11Q: 3 clusters Score -1103502 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -1103534.750000 Penalty: 4665.696777
	Iteration 12Q: 3 clusters Score -1103535 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -1103557.125000 Penalty: 4665.696777
	Iteration 13Q: 3 clusters Score -1103557 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -1103571.750000 Penalty: 4665.696777
	Iteration 14Q: 3 clusters Score -1103572 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1103587.250000 Penalty: 4665.696777
	Iteration 15Q: 3 clusters Score -1103587 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6674 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1103597.750000 Penalty: 4665.696777
	Iteration 16Q: 3 clusters Score -1103598 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1103608.250000 Penalty: 4665.696777
	Iteration 17Q: 3 clusters Score -1103608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1103620.000000 Penalty: 4665.696777
	Iteration 18Q: 3 clusters Score -1103620 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1103627.875000 Penalty: 4665.696777
	Iteration 19Q: 3 clusters Score -1103628 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -1103636.125000 Penalty: 4665.696777
	Iteration 20F: 3 clusters Score -1103636 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1103642.500000 Penalty: 4665.696777
	Iteration 21Q: 3 clusters Score -1103642 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1103649.750000 Penalty: 4665.696777
	Iteration 22Q: 3 clusters Score -1103650 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1103656.750000 Penalty: 4665.696777
	Iteration 23Q: 3 clusters Score -1103657 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -1103661.250000 Penalty: 4665.696777
	Iteration 24Q: 3 clusters Score -1103661 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1103669.250000 Penalty: 4665.696777
	Iteration 25Q: 3 clusters Score -1103669 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1103675.125000 Penalty: 4665.696777
	Iteration 26Q: 3 clusters Score -1103675 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1103678.125000 Penalty: 4665.696777
	Iteration 27Q: 3 clusters Score -1103678 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1103685.000000 Penalty: 4665.696777
	Iteration 28Q: 3 clusters Score -1103685 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5077 members 
Entering Unmasked Estep 
Score: -1103694.375000 Penalty: 4665.696777
	Iteration 29Q: 3 clusters Score -1103694 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1103700.125000 Penalty: 4665.696777
	Iteration 30Q: 3 clusters Score -1103700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1103704.875000 Penalty: 4665.696777
	Iteration 31Q: 3 clusters Score -1103705 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1103719.500000 Penalty: 4665.696777
	Iteration 32Q: 3 clusters Score -1103720 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1103725.750000 Penalty: 4665.696777
	Iteration 33Q: 3 clusters Score -1103726 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1103733.750000 Penalty: 4665.696777
	Iteration 34Q: 3 clusters Score -1103734 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1103737.250000 Penalty: 4665.696777
	Iteration 35Q: 3 clusters Score -1103737 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -1103740.250000 Penalty: 4665.696777
	Iteration 36Q: 3 clusters Score -1103740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1103743.375000 Penalty: 4665.696777
	Iteration 37Q: 3 clusters Score -1103743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1103748.625000 Penalty: 4665.696777
	Iteration 38Q: 3 clusters Score -1103749 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1103752.125000 Penalty: 4665.696777
	Iteration 39Q: 3 clusters Score -1103752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 4747 members 
Entering Unmasked Estep 
Score: -1103755.375000 Penalty: 4665.696777
	Iteration 40F: 3 clusters Score -1103755 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1103758.375000 Penalty: 4665.696777
	Iteration 41Q: 3 clusters Score -1103758 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1103759.500000 Penalty: 4665.696777
	Iteration 42Q: 3 clusters Score -1103760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7466 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -1103759.875000 Penalty: 4665.696777
	Iteration 43Q: 3 clusters Score -1103760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1103762.625000 Penalty: 4665.696777
	Iteration 44Q: 3 clusters Score -1103763 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1103759.250000 Penalty: 4665.696777
	Iteration 45Q: 3 clusters Score -1103759 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -1103760.125000 Penalty: 4665.696777
	Iteration 46Q: 3 clusters Score -1103760 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1103764.500000 Penalty: 4665.696777
	Iteration 47Q: 3 clusters Score -1103764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1103766.750000 Penalty: 4665.696777
	Iteration 48Q: 3 clusters Score -1103767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1103770.375000 Penalty: 4665.696777
	Iteration 49Q: 3 clusters Score -1103770 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1103767.875000 Penalty: 4665.696777
	Iteration 50Q: 3 clusters Score -1103768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1103770.625000 Penalty: 4665.696777
	Iteration 51Q: 3 clusters Score -1103771 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1103771.125000 Penalty: 4665.696777
	Iteration 52Q: 3 clusters Score -1103771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1103774.500000 Penalty: 4665.696777
	Iteration 53Q: 3 clusters Score -1103774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1103775.500000 Penalty: 4665.696777
	Iteration 54Q: 3 clusters Score -1103776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1103774.125000 Penalty: 4665.696777
	Iteration 55Q: 3 clusters Score -1103774 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7569 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -1103775.500000 Penalty: 4665.696777
	Iteration 56Q: 3 clusters Score -1103776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -1103778.000000 Penalty: 4665.696777
	Iteration 57Q: 3 clusters Score -1103778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7576 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1103777.125000 Penalty: 4665.696777
	Iteration 58Q: 3 clusters Score -1103777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -1103775.875000 Penalty: 4665.696777
	Iteration 59Q: 3 clusters Score -1103776 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -1103777.000000 Penalty: 4665.696777
	Iteration 60F: 3 clusters Score -1103777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7591 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -1103776.500000 Penalty: 4665.696777
	Iteration 61Q: 3 clusters Score -1103776 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -1103777.250000 Penalty: 4665.696777
	Iteration 62Q: 3 clusters Score -1103777 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 4572 members 
Entering Unmasked Estep 
Score: -1103778.000000 Penalty: 4665.696777
	Iteration 63Q: 3 clusters Score -1103778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -1103779.250000 Penalty: 4665.696777
	Iteration 64Q: 3 clusters Score -1103779 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1103776.375000 Penalty: 4665.696777
	Iteration 65Q: 3 clusters Score -1103776 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1103776.375000 Penalty: 4665.696777
	Iteration 66F: 3 clusters Score -1103776 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (19303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Entering Unmasked Estep 
Score: -2167220.750000 Penalty: 2447.268066
	Iteration 0F: 2 clusters Score -2167221 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2153586.000000 Penalty: 4894.536133
	Iteration 0F: 3 clusters Score -2153586 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2158163.250000 Penalty: 4894.536133
	Iteration 1F: 3 clusters Score -2158163 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2158780.750000 Penalty: 4894.536133
	Iteration 2F: 3 clusters Score -2158781 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2159504.500000 Penalty: 4894.536133
	Iteration 3F: 3 clusters Score -2159504 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2160354.250000 Penalty: 4894.536133
	Iteration 4F: 3 clusters Score -2160354 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2161271.250000 Penalty: 4894.536133
	Iteration 5F: 3 clusters Score -2161271 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 14707 members 
Entering Unmasked Estep 
Score: -2162158.250000 Penalty: 4894.536133
	Iteration 6F: 3 clusters Score -2162158 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -2162902.750000 Penalty: 4894.536133
	Iteration 7F: 3 clusters Score -2162903 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -2163499.250000 Penalty: 4894.536133
	Iteration 8Q: 3 clusters Score -2163499 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -2163984.500000 Penalty: 4894.536133
	Iteration 9Q: 3 clusters Score -2163984 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -2164343.500000 Penalty: 4894.536133
	Iteration 10Q: 3 clusters Score -2164344 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2164588.000000 Penalty: 4894.536133
	Iteration 11Q: 3 clusters Score -2164588 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -2164778.000000 Penalty: 4894.536133
	Iteration 12Q: 3 clusters Score -2164778 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2164895.750000 Penalty: 4894.536133
	Iteration 13Q: 3 clusters Score -2164896 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -2164976.000000 Penalty: 4894.536133
	Iteration 14Q: 3 clusters Score -2164976 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -2165027.000000 Penalty: 4894.536133
	Iteration 15Q: 3 clusters Score -2165027 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -2165061.750000 Penalty: 4894.536133
	Iteration 16Q: 3 clusters Score -2165062 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -2165085.250000 Penalty: 4894.536133
	Iteration 17Q: 3 clusters Score -2165085 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2165120.750000 Penalty: 4894.536133
	Iteration 18Q: 3 clusters Score -2165121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -2165137.500000 Penalty: 4894.536133
	Iteration 19Q: 3 clusters Score -2165138 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
Score: -2165147.500000 Penalty: 4894.536133
	Iteration 20F: 3 clusters Score -2165148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 18168 members 
Entering Unmasked Estep 
Score: -2165159.250000 Penalty: 4894.536133
	Iteration 21Q: 3 clusters Score -2165159 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2165171.750000 Penalty: 4894.536133
	Iteration 22Q: 3 clusters Score -2165172 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2165184.000000 Penalty: 4894.536133
	Iteration 23Q: 3 clusters Score -2165184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2165197.000000 Penalty: 4894.536133
	Iteration 24Q: 3 clusters Score -2165197 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2165206.250000 Penalty: 4894.536133
	Iteration 25Q: 3 clusters Score -2165206 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -2165217.750000 Penalty: 4894.536133
	Iteration 26Q: 3 clusters Score -2165218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -2165222.250000 Penalty: 4894.536133
	Iteration 27Q: 3 clusters Score -2165222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18291 members 
Entering Unmasked Estep 
Score: -2165225.000000 Penalty: 4894.536133
	Iteration 28Q: 3 clusters Score -2165225 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2165228.750000 Penalty: 4894.536133
	Iteration 29Q: 3 clusters Score -2165229 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2165228.750000 Penalty: 4894.536133
	Iteration 30Q: 3 clusters Score -2165229 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 18319 members 
Entering Unmasked Estep 
Score: -2165234.000000 Penalty: 4894.536133
	Iteration 31Q: 3 clusters Score -2165234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2165237.500000 Penalty: 4894.536133
	Iteration 32Q: 3 clusters Score -2165238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 18326 members 
Entering Unmasked Estep 
Score: -2165239.000000 Penalty: 4894.536133
	Iteration 33Q: 3 clusters Score -2165239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 18327 members 
Entering Unmasked Estep 
Score: -2165239.500000 Penalty: 4894.536133
	Iteration 34Q: 3 clusters Score -2165240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -2165237.750000 Penalty: 4894.536133
	Iteration 35Q: 3 clusters Score -2165238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 18329 members 
Entering Unmasked Estep 
Score: -2165239.000000 Penalty: 4894.536133
	Iteration 36Q: 3 clusters Score -2165239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2165239.250000 Penalty: 4894.536133
	Iteration 37Q: 3 clusters Score -2165239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -2165239.250000 Penalty: 4894.536133
	Iteration 38F: 3 clusters Score -2165239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (19283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19283 members 
Entering Unmasked Estep 
Score: -2303405.500000 Penalty: 2447.010986
	Iteration 0F: 2 clusters Score -2303406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2289916.000000 Penalty: 4894.021973
	Iteration 0F: 3 clusters Score -2289916 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2294200.250000 Penalty: 4894.021973
	Iteration 1F: 3 clusters Score -2294200 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2294564.250000 Penalty: 4894.021973
	Iteration 2F: 3 clusters Score -2294564 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -2294820.500000 Penalty: 4894.021973
	Iteration 3Q: 3 clusters Score -2294820 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9260 members 
Entering Unmasked Estep 
Score: -2295013.250000 Penalty: 4894.021973
	Iteration 4Q: 3 clusters Score -2295013 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2295211.500000 Penalty: 4894.021973
	Iteration 5Q: 3 clusters Score -2295212 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 8842 members 
Entering Unmasked Estep 
Score: -2295390.000000 Penalty: 4894.021973
	Iteration 6Q: 3 clusters Score -2295390 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -2295591.750000 Penalty: 4894.021973
	Iteration 7Q: 3 clusters Score -2295592 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11166 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -2295798.500000 Penalty: 4894.021973
	Iteration 8Q: 3 clusters Score -2295798 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -2296042.000000 Penalty: 4894.021973
	Iteration 9Q: 3 clusters Score -2296042 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2296367.000000 Penalty: 4894.021973
	Iteration 10Q: 3 clusters Score -2296367 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -2296763.500000 Penalty: 4894.021973
	Iteration 11Q: 3 clusters Score -2296764 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -2297304.250000 Penalty: 4894.021973
	Iteration 12Q: 3 clusters Score -2297304 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14745 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -2297966.250000 Penalty: 4894.021973
	Iteration 13F: 3 clusters Score -2297966 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15731 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -2298723.000000 Penalty: 4894.021973
	Iteration 14F: 3 clusters Score -2298723 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16620 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -2299439.250000 Penalty: 4894.021973
	Iteration 15Q: 3 clusters Score -2299439 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -2300029.750000 Penalty: 4894.021973
	Iteration 16Q: 3 clusters Score -2300030 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2300482.500000 Penalty: 4894.021973
	Iteration 17Q: 3 clusters Score -2300482 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2300772.250000 Penalty: 4894.021973
	Iteration 18Q: 3 clusters Score -2300772 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2300971.500000 Penalty: 4894.021973
	Iteration 19Q: 3 clusters Score -2300972 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18527 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -2301093.500000 Penalty: 4894.021973
	Iteration 20F: 3 clusters Score -2301094 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -2301177.500000 Penalty: 4894.021973
	Iteration 21Q: 3 clusters Score -2301178 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18633 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2301240.250000 Penalty: 4894.021973
	Iteration 22Q: 3 clusters Score -2301240 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2301282.750000 Penalty: 4894.021973
	Iteration 23Q: 3 clusters Score -2301283 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2301310.250000 Penalty: 4894.021973
	Iteration 24Q: 3 clusters Score -2301310 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2301328.500000 Penalty: 4894.021973
	Iteration 25Q: 3 clusters Score -2301328 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18713 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -2301355.750000 Penalty: 4894.021973
	Iteration 26Q: 3 clusters Score -2301356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -2301373.250000 Penalty: 4894.021973
	Iteration 27Q: 3 clusters Score -2301373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2301383.750000 Penalty: 4894.021973
	Iteration 28Q: 3 clusters Score -2301384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2301389.500000 Penalty: 4894.021973
	Iteration 29Q: 3 clusters Score -2301390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2301398.750000 Penalty: 4894.021973
	Iteration 30Q: 3 clusters Score -2301399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2301403.750000 Penalty: 4894.021973
	Iteration 31Q: 3 clusters Score -2301404 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -2301411.750000 Penalty: 4894.021973
	Iteration 32Q: 3 clusters Score -2301412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18743 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -2301416.000000 Penalty: 4894.021973
	Iteration 33Q: 3 clusters Score -2301416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2301416.500000 Penalty: 4894.021973
	Iteration 34Q: 3 clusters Score -2301416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2301421.750000 Penalty: 4894.021973
	Iteration 35Q: 3 clusters Score -2301422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18741 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2301423.500000 Penalty: 4894.021973
	Iteration 36Q: 3 clusters Score -2301424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2301428.750000 Penalty: 4894.021973
	Iteration 37Q: 3 clusters Score -2301429 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2301428.500000 Penalty: 4894.021973
	Iteration 38Q: 3 clusters Score -2301428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18738 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2301430.750000 Penalty: 4894.021973
	Iteration 39Q: 3 clusters Score -2301431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -2301435.500000 Penalty: 4894.021973
	Iteration 40F: 3 clusters Score -2301436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -2301448.250000 Penalty: 4894.021973
	Iteration 41Q: 3 clusters Score -2301448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -2301450.000000 Penalty: 4894.021973
	Iteration 42Q: 3 clusters Score -2301450 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -2301461.500000 Penalty: 4894.021973
	Iteration 43Q: 3 clusters Score -2301462 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -2301471.500000 Penalty: 4894.021973
	Iteration 44Q: 3 clusters Score -2301472 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2301475.000000 Penalty: 4894.021973
	Iteration 45Q: 3 clusters Score -2301475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2301475.750000 Penalty: 4894.021973
	Iteration 46Q: 3 clusters Score -2301476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2301475.500000 Penalty: 4894.021973
	Iteration 47Q: 3 clusters Score -2301476 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -2301475.500000 Penalty: 4894.021973
	Iteration 48F: 3 clusters Score -2301476 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Entering Unmasked Estep 
Score: -256245.562500 Penalty: 1908.096436
	Iteration 0F: 2 clusters Score -256245.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -253483.640625 Penalty: 3816.192871
	Iteration 0F: 3 clusters Score -253483.6 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -253971.875000 Penalty: 3816.192871
	Iteration 1F: 3 clusters Score -253971.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -254081.187500 Penalty: 3816.192871
	Iteration 2F: 3 clusters Score -254081.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -254140.671875 Penalty: 3816.192871
	Iteration 3Q: 3 clusters Score -254140.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -254183.812500 Penalty: 3816.192871
	Iteration 4Q: 3 clusters Score -254183.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -254209.750000 Penalty: 3816.192871
	Iteration 5Q: 3 clusters Score -254209.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -254224.875000 Penalty: 3816.192871
	Iteration 6Q: 3 clusters Score -254224.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -254237.828125 Penalty: 3816.192871
	Iteration 7Q: 3 clusters Score -254237.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -254250.640625 Penalty: 3816.192871
	Iteration 8Q: 3 clusters Score -254250.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -254260.140625 Penalty: 3816.192871
	Iteration 9Q: 3 clusters Score -254260.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -254267.593750 Penalty: 3816.192871
	Iteration 10Q: 3 clusters Score -254267.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -254274.984375 Penalty: 3816.192871
	Iteration 11Q: 3 clusters Score -254275 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -254282.062500 Penalty: 3816.192871
	Iteration 12Q: 3 clusters Score -254282.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -254287.328125 Penalty: 3816.192871
	Iteration 13Q: 3 clusters Score -254287.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -254291.328125 Penalty: 3816.192871
	Iteration 14Q: 3 clusters Score -254291.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -254293.593750 Penalty: 3816.192871
	Iteration 15Q: 3 clusters Score -254293.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -254295.296875 Penalty: 3816.192871
	Iteration 16Q: 3 clusters Score -254295.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -254297.531250 Penalty: 3816.192871
	Iteration 17Q: 3 clusters Score -254297.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -254300.375000 Penalty: 3816.192871
	Iteration 18Q: 3 clusters Score -254300.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -254304.125000 Penalty: 3816.192871
	Iteration 19Q: 3 clusters Score -254304.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -254306.921875 Penalty: 3816.192871
	Iteration 20F: 3 clusters Score -254306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -254308.968750 Penalty: 3816.192871
	Iteration 21Q: 3 clusters Score -254309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -254311.359375 Penalty: 3816.192871
	Iteration 22Q: 3 clusters Score -254311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -254315.781250 Penalty: 3816.192871
	Iteration 23Q: 3 clusters Score -254315.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -254318.187500 Penalty: 3816.192871
	Iteration 24Q: 3 clusters Score -254318.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -254319.656250 Penalty: 3816.192871
	Iteration 25Q: 3 clusters Score -254319.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -254320.390625 Penalty: 3816.192871
	Iteration 26Q: 3 clusters Score -254320.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -254321.078125 Penalty: 3816.192871
	Iteration 27Q: 3 clusters Score -254321.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -254321.609375 Penalty: 3816.192871
	Iteration 28Q: 3 clusters Score -254321.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -254321.609375 Penalty: 3816.192871
	Iteration 29F: 3 clusters Score -254321.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -49310.093750 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -49310.09 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 240 members 
Entering Unmasked Estep 
Score: -47792.968750 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -47792.97 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -47950.316406 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -47950.32 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -48003.804688 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -48003.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -48037.726562 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -48037.73 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -48052.753906 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -48052.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -48063.117188 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -48063.12 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48066.824219 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -48066.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -48066.824219 Penalty: 3065.288086
	Iteration 7F: 3 clusters Score -48066.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23015 members 
Entering Unmasked Estep 
Score: -2344999.000000 Penalty: 2490.887451
	Iteration 0F: 2 clusters Score -2344999 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11395 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -2328945.750000 Penalty: 4981.774902
	Iteration 0F: 3 clusters Score -2328946 nChanged 10167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 11969 members 
Entering Unmasked Estep 
Score: -2334625.500000 Penalty: 4981.774902
	Iteration 1F: 3 clusters Score -2334626 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2335158.750000 Penalty: 4981.774902
	Iteration 2F: 3 clusters Score -2335159 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10503 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -2335623.500000 Penalty: 4981.774902
	Iteration 3F: 3 clusters Score -2335624 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2336074.000000 Penalty: 4981.774902
	Iteration 4Q: 3 clusters Score -2336074 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2336558.750000 Penalty: 4981.774902
	Iteration 5Q: 3 clusters Score -2336559 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -2337080.500000 Penalty: 4981.774902
	Iteration 6Q: 3 clusters Score -2337080 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -2337679.500000 Penalty: 4981.774902
	Iteration 7Q: 3 clusters Score -2337680 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -2338366.000000 Penalty: 4981.774902
	Iteration 8Q: 3 clusters Score -2338366 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -2339058.250000 Penalty: 4981.774902
	Iteration 9Q: 3 clusters Score -2339058 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -2339691.250000 Penalty: 4981.774902
	Iteration 10Q: 3 clusters Score -2339691 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 17725 members 
Entering Unmasked Estep 
Score: -2340278.750000 Penalty: 4981.774902
	Iteration 11Q: 3 clusters Score -2340279 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -2340796.500000 Penalty: 4981.774902
	Iteration 12Q: 3 clusters Score -2340796 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 18887 members 
Entering Unmasked Estep 
Score: -2341176.000000 Penalty: 4981.774902
	Iteration 13Q: 3 clusters Score -2341176 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -2341511.750000 Penalty: 4981.774902
	Iteration 14Q: 3 clusters Score -2341512 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -2341799.000000 Penalty: 4981.774902
	Iteration 15Q: 3 clusters Score -2341799 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -2342024.000000 Penalty: 4981.774902
	Iteration 16Q: 3 clusters Score -2342024 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -2342207.500000 Penalty: 4981.774902
	Iteration 17Q: 3 clusters Score -2342208 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2342378.750000 Penalty: 4981.774902
	Iteration 18Q: 3 clusters Score -2342379 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -2342513.250000 Penalty: 4981.774902
	Iteration 19Q: 3 clusters Score -2342513 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2342632.250000 Penalty: 4981.774902
	Iteration 20F: 3 clusters Score -2342632 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -2342728.250000 Penalty: 4981.774902
	Iteration 21Q: 3 clusters Score -2342728 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -2342806.750000 Penalty: 4981.774902
	Iteration 22Q: 3 clusters Score -2342807 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -2342866.500000 Penalty: 4981.774902
	Iteration 23Q: 3 clusters Score -2342866 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2342918.250000 Penalty: 4981.774902
	Iteration 24Q: 3 clusters Score -2342918 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -2342943.000000 Penalty: 4981.774902
	Iteration 25Q: 3 clusters Score -2342943 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 21782 members 
Entering Unmasked Estep 
Score: -2342970.500000 Penalty: 4981.774902
	Iteration 26Q: 3 clusters Score -2342970 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -2342989.000000 Penalty: 4981.774902
	Iteration 27Q: 3 clusters Score -2342989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2343004.750000 Penalty: 4981.774902
	Iteration 28Q: 3 clusters Score -2343005 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -2343018.250000 Penalty: 4981.774902
	Iteration 29Q: 3 clusters Score -2343018 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -2343030.250000 Penalty: 4981.774902
	Iteration 30Q: 3 clusters Score -2343030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2343044.250000 Penalty: 4981.774902
	Iteration 31Q: 3 clusters Score -2343044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2343050.750000 Penalty: 4981.774902
	Iteration 32Q: 3 clusters Score -2343051 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2343066.000000 Penalty: 4981.774902
	Iteration 33Q: 3 clusters Score -2343066 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2343075.500000 Penalty: 4981.774902
	Iteration 34Q: 3 clusters Score -2343076 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -2343078.750000 Penalty: 4981.774902
	Iteration 35Q: 3 clusters Score -2343079 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2343091.250000 Penalty: 4981.774902
	Iteration 36Q: 3 clusters Score -2343091 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2343101.250000 Penalty: 4981.774902
	Iteration 37Q: 3 clusters Score -2343101 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 22033 members 
Entering Unmasked Estep 
Score: -2343105.500000 Penalty: 4981.774902
	Iteration 38Q: 3 clusters Score -2343106 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -2343111.250000 Penalty: 4981.774902
	Iteration 39Q: 3 clusters Score -2343111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2343117.500000 Penalty: 4981.774902
	Iteration 40F: 3 clusters Score -2343118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -2343120.250000 Penalty: 4981.774902
	Iteration 41Q: 3 clusters Score -2343120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2343128.500000 Penalty: 4981.774902
	Iteration 42Q: 3 clusters Score -2343128 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -2343134.500000 Penalty: 4981.774902
	Iteration 43Q: 3 clusters Score -2343134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2343135.500000 Penalty: 4981.774902
	Iteration 44Q: 3 clusters Score -2343136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2343135.250000 Penalty: 4981.774902
	Iteration 45Q: 3 clusters Score -2343135 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2343138.000000 Penalty: 4981.774902
	Iteration 46Q: 3 clusters Score -2343138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2343138.500000 Penalty: 4981.774902
	Iteration 47Q: 3 clusters Score -2343138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 22084 members 
Entering Unmasked Estep 
Score: -2343139.750000 Penalty: 4981.774902
	Iteration 48Q: 3 clusters Score -2343140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2343140.250000 Penalty: 4981.774902
	Iteration 49Q: 3 clusters Score -2343140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -2343138.500000 Penalty: 4981.774902
	Iteration 50Q: 3 clusters Score -2343138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2343137.000000 Penalty: 4981.774902
	Iteration 51Q: 3 clusters Score -2343137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -2343140.000000 Penalty: 4981.774902
	Iteration 52Q: 3 clusters Score -2343140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -2343140.750000 Penalty: 4981.774902
	Iteration 53Q: 3 clusters Score -2343141 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -2343142.000000 Penalty: 4981.774902
	Iteration 54Q: 3 clusters Score -2343142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2343144.000000 Penalty: 4981.774902
	Iteration 55Q: 3 clusters Score -2343144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2343144.000000 Penalty: 4981.774902
	Iteration 56F: 3 clusters Score -2343144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (120526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120526 members 
Entering Unmasked Estep 
Score: -14197760.000000 Penalty: 2901.506104
	Iteration 0F: 2 clusters Score -1.419776e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60267 members 
Mstep: Class 2 contains 60259 members 
Entering Unmasked Estep 
Score: -14117113.000000 Penalty: 5803.012207
	Iteration 0F: 3 clusters Score -1.411711e+07 nChanged 57388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59743 members 
Mstep: Class 2 contains 60783 members 
Entering Unmasked Estep 
Score: -14150558.000000 Penalty: 5803.012207
	Iteration 1F: 3 clusters Score -1.415056e+07 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 61135 members 
Entering Unmasked Estep 
Score: -14151850.000000 Penalty: 5803.012207
	Iteration 2Q: 3 clusters Score -1.415185e+07 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 61583 members 
Entering Unmasked Estep 
Score: -14153395.000000 Penalty: 5803.012207
	Iteration 3Q: 3 clusters Score -1.41534e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58258 members 
Mstep: Class 2 contains 62268 members 
Entering Unmasked Estep 
Score: -14155578.000000 Penalty: 5803.012207
	Iteration 4Q: 3 clusters Score -1.415558e+07 nChanged 5954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57258 members 
Mstep: Class 2 contains 63268 members 
Entering Unmasked Estep 
Score: -14158355.000000 Penalty: 5803.012207
	Iteration 5Q: 3 clusters Score -1.415836e+07 nChanged 6435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55851 members 
Mstep: Class 2 contains 64675 members 
Entering Unmasked Estep 
Score: -14161698.000000 Penalty: 5803.012207
	Iteration 6F: 3 clusters Score -1.41617e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54124 members 
Mstep: Class 2 contains 66402 members 
Entering Unmasked Estep 
Score: -14165359.000000 Penalty: 5803.012207
	Iteration 7F: 3 clusters Score -1.416536e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52088 members 
Mstep: Class 2 contains 68438 members 
Entering Unmasked Estep 
Score: -14169497.000000 Penalty: 5803.012207
	Iteration 8F: 3 clusters Score -1.41695e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50034 members 
Mstep: Class 2 contains 70492 members 
Entering Unmasked Estep 
Score: -14173342.000000 Penalty: 5803.012207
	Iteration 9F: 3 clusters Score -1.417334e+07 nChanged 5681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48225 members 
Mstep: Class 2 contains 72301 members 
Entering Unmasked Estep 
Score: -14176589.000000 Penalty: 5803.012207
	Iteration 10Q: 3 clusters Score -1.417659e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46630 members 
Mstep: Class 2 contains 73896 members 
Entering Unmasked Estep 
Score: -14178765.000000 Penalty: 5803.012207
	Iteration 11Q: 3 clusters Score -1.417876e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 75406 members 
Entering Unmasked Estep 
Score: -14179940.000000 Penalty: 5803.012207
	Iteration 12Q: 3 clusters Score -1.417994e+07 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 77019 members 
Entering Unmasked Estep 
Score: -14180812.000000 Penalty: 5803.012207
	Iteration 13Q: 3 clusters Score -1.418081e+07 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 78670 members 
Entering Unmasked Estep 
Score: -14181417.000000 Penalty: 5803.012207
	Iteration 14Q: 3 clusters Score -1.418142e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40147 members 
Mstep: Class 2 contains 80379 members 
Entering Unmasked Estep 
Score: -14181933.000000 Penalty: 5803.012207
	Iteration 15Q: 3 clusters Score -1.418193e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38374 members 
Mstep: Class 2 contains 82152 members 
Entering Unmasked Estep 
Score: -14182484.000000 Penalty: 5803.012207
	Iteration 16Q: 3 clusters Score -1.418248e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 84062 members 
Entering Unmasked Estep 
Score: -14183099.000000 Penalty: 5803.012207
	Iteration 17Q: 3 clusters Score -1.41831e+07 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 86054 members 
Entering Unmasked Estep 
Score: -14183837.000000 Penalty: 5803.012207
	Iteration 18Q: 3 clusters Score -1.418384e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32372 members 
Mstep: Class 2 contains 88154 members 
Entering Unmasked Estep 
Score: -14184591.000000 Penalty: 5803.012207
	Iteration 19Q: 3 clusters Score -1.418459e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 90295 members 
Entering Unmasked Estep 
Score: -14185508.000000 Penalty: 5803.012207
	Iteration 20F: 3 clusters Score -1.418551e+07 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 92521 members 
Entering Unmasked Estep 
Score: -14186495.000000 Penalty: 5803.012207
	Iteration 21Q: 3 clusters Score -1.41865e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 94689 members 
Entering Unmasked Estep 
Score: -14187449.000000 Penalty: 5803.012207
	Iteration 22Q: 3 clusters Score -1.418745e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 96758 members 
Entering Unmasked Estep 
Score: -14188380.000000 Penalty: 5803.012207
	Iteration 23Q: 3 clusters Score -1.418838e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 98831 members 
Entering Unmasked Estep 
Score: -14189500.000000 Penalty: 5803.012207
	Iteration 24Q: 3 clusters Score -1.41895e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 100724 members 
Entering Unmasked Estep 
Score: -14190574.000000 Penalty: 5803.012207
	Iteration 25Q: 3 clusters Score -1.419057e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18044 members 
Mstep: Class 2 contains 102482 members 
Entering Unmasked Estep 
Score: -14191499.000000 Penalty: 5803.012207
	Iteration 26Q: 3 clusters Score -1.41915e+07 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 104031 members 
Entering Unmasked Estep 
Score: -14192368.000000 Penalty: 5803.012207
	Iteration 27Q: 3 clusters Score -1.419237e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 105397 members 
Entering Unmasked Estep 
Score: -14192986.000000 Penalty: 5803.012207
	Iteration 28Q: 3 clusters Score -1.419299e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 106562 members 
Entering Unmasked Estep 
Score: -14193464.000000 Penalty: 5803.012207
	Iteration 29Q: 3 clusters Score -1.419346e+07 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 107544 members 
Entering Unmasked Estep 
Score: -14193798.000000 Penalty: 5803.012207
	Iteration 30Q: 3 clusters Score -1.41938e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 108403 members 
Entering Unmasked Estep 
Score: -14194061.000000 Penalty: 5803.012207
	Iteration 31Q: 3 clusters Score -1.419406e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11384 members 
Mstep: Class 2 contains 109142 members 
Entering Unmasked Estep 
Score: -14194345.000000 Penalty: 5803.012207
	Iteration 32Q: 3 clusters Score -1.419434e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 109763 members 
Entering Unmasked Estep 
Score: -14194566.000000 Penalty: 5803.012207
	Iteration 33Q: 3 clusters Score -1.419457e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 110297 members 
Entering Unmasked Estep 
Score: -14194700.000000 Penalty: 5803.012207
	Iteration 34Q: 3 clusters Score -1.41947e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 110799 members 
Entering Unmasked Estep 
Score: -14194814.000000 Penalty: 5803.012207
	Iteration 35Q: 3 clusters Score -1.419481e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 111224 members 
Entering Unmasked Estep 
Score: -14194892.000000 Penalty: 5803.012207
	Iteration 36Q: 3 clusters Score -1.419489e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8912 members 
Mstep: Class 2 contains 111614 members 
Entering Unmasked Estep 
Score: -14195026.000000 Penalty: 5803.012207
	Iteration 37Q: 3 clusters Score -1.419503e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 111967 members 
Entering Unmasked Estep 
Score: -14195054.000000 Penalty: 5803.012207
	Iteration 38Q: 3 clusters Score -1.419505e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8250 members 
Mstep: Class 2 contains 112276 members 
Entering Unmasked Estep 
Score: -14195103.000000 Penalty: 5803.012207
	Iteration 39Q: 3 clusters Score -1.41951e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 112568 members 
Entering Unmasked Estep 
Score: -14195136.000000 Penalty: 5803.012207
	Iteration 40F: 3 clusters Score -1.419514e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 112874 members 
Entering Unmasked Estep 
Score: -14195205.000000 Penalty: 5803.012207
	Iteration 41Q: 3 clusters Score -1.41952e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 113142 members 
Entering Unmasked Estep 
Score: -14195256.000000 Penalty: 5803.012207
	Iteration 42Q: 3 clusters Score -1.419526e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 113388 members 
Entering Unmasked Estep 
Score: -14195296.000000 Penalty: 5803.012207
	Iteration 43Q: 3 clusters Score -1.41953e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 113623 members 
Entering Unmasked Estep 
Score: -14195384.000000 Penalty: 5803.012207
	Iteration 44Q: 3 clusters Score -1.419538e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 113840 members 
Entering Unmasked Estep 
Score: -14195454.000000 Penalty: 5803.012207
	Iteration 45Q: 3 clusters Score -1.419545e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 114040 members 
Entering Unmasked Estep 
Score: -14195479.000000 Penalty: 5803.012207
	Iteration 46Q: 3 clusters Score -1.419548e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 114203 members 
Entering Unmasked Estep 
Score: -14195514.000000 Penalty: 5803.012207
	Iteration 47Q: 3 clusters Score -1.419551e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 114339 members 
Entering Unmasked Estep 
Score: -14195534.000000 Penalty: 5803.012207
	Iteration 48Q: 3 clusters Score -1.419553e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 114487 members 
Entering Unmasked Estep 
Score: -14195561.000000 Penalty: 5803.012207
	Iteration 49Q: 3 clusters Score -1.419556e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5900 members 
Mstep: Class 2 contains 114626 members 
Entering Unmasked Estep 
Score: -14195588.000000 Penalty: 5803.012207
	Iteration 50Q: 3 clusters Score -1.419559e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 114757 members 
Entering Unmasked Estep 
Score: -14195583.000000 Penalty: 5803.012207
	Iteration 51Q: 3 clusters Score -1.419558e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 114883 members 
Entering Unmasked Estep 
Score: -14195609.000000 Penalty: 5803.012207
	Iteration 52Q: 3 clusters Score -1.419561e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 114993 members 
Entering Unmasked Estep 
Score: -14195643.000000 Penalty: 5803.012207
	Iteration 53Q: 3 clusters Score -1.419564e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 115104 members 
Entering Unmasked Estep 
Score: -14195633.000000 Penalty: 5803.012207
	Iteration 54Q: 3 clusters Score -1.419563e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 115201 members 
Entering Unmasked Estep 
Score: -14195655.000000 Penalty: 5803.012207
	Iteration 55Q: 3 clusters Score -1.419566e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 115284 members 
Entering Unmasked Estep 
Score: -14195653.000000 Penalty: 5803.012207
	Iteration 56Q: 3 clusters Score -1.419565e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 115368 members 
Entering Unmasked Estep 
Score: -14195659.000000 Penalty: 5803.012207
	Iteration 57Q: 3 clusters Score -1.419566e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 115450 members 
Entering Unmasked Estep 
Score: -14195690.000000 Penalty: 5803.012207
	Iteration 58Q: 3 clusters Score -1.419569e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 115533 members 
Entering Unmasked Estep 
Score: -14195694.000000 Penalty: 5803.012207
	Iteration 59Q: 3 clusters Score -1.419569e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 115607 members 
Entering Unmasked Estep 
Score: -14195729.000000 Penalty: 5803.012207
	Iteration 60F: 3 clusters Score -1.419573e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 115684 members 
Entering Unmasked Estep 
Score: -14195728.000000 Penalty: 5803.012207
	Iteration 61Q: 3 clusters Score -1.419573e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 115754 members 
Entering Unmasked Estep 
Score: -14195759.000000 Penalty: 5803.012207
	Iteration 62Q: 3 clusters Score -1.419576e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 115819 members 
Entering Unmasked Estep 
Score: -14195766.000000 Penalty: 5803.012207
	Iteration 63Q: 3 clusters Score -1.419577e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 115889 members 
Entering Unmasked Estep 
Score: -14195778.000000 Penalty: 5803.012207
	Iteration 64Q: 3 clusters Score -1.419578e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 115957 members 
Entering Unmasked Estep 
Score: -14195798.000000 Penalty: 5803.012207
	Iteration 65Q: 3 clusters Score -1.41958e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 116011 members 
Entering Unmasked Estep 
Score: -14195826.000000 Penalty: 5803.012207
	Iteration 66Q: 3 clusters Score -1.419583e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 116077 members 
Entering Unmasked Estep 
Score: -14195826.000000 Penalty: 5803.012207
	Iteration 67Q: 3 clusters Score -1.419583e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 116131 members 
Entering Unmasked Estep 
Score: -14195871.000000 Penalty: 5803.012207
	Iteration 68Q: 3 clusters Score -1.419587e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 116189 members 
Entering Unmasked Estep 
Score: -14195853.000000 Penalty: 5803.012207
	Iteration 69Q: 3 clusters Score -1.419585e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4284 members 
Mstep: Class 2 contains 116242 members 
Entering Unmasked Estep 
Score: -14195859.000000 Penalty: 5803.012207
	Iteration 70Q: 3 clusters Score -1.419586e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 116288 members 
Entering Unmasked Estep 
Score: -14195857.000000 Penalty: 5803.012207
	Iteration 71Q: 3 clusters Score -1.419586e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 116328 members 
Entering Unmasked Estep 
Score: -14195879.000000 Penalty: 5803.012207
	Iteration 72Q: 3 clusters Score -1.419588e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 116368 members 
Entering Unmasked Estep 
Score: -14195891.000000 Penalty: 5803.012207
	Iteration 73Q: 3 clusters Score -1.419589e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 116402 members 
Entering Unmasked Estep 
Score: -14195902.000000 Penalty: 5803.012207
	Iteration 74Q: 3 clusters Score -1.41959e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 116434 members 
Entering Unmasked Estep 
Score: -14195885.000000 Penalty: 5803.012207
	Iteration 75Q: 3 clusters Score -1.419588e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 116464 members 
Entering Unmasked Estep 
Score: -14195873.000000 Penalty: 5803.012207
	Iteration 76Q: 3 clusters Score -1.419587e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 116487 members 
Entering Unmasked Estep 
Score: -14195879.000000 Penalty: 5803.012207
	Iteration 77Q: 3 clusters Score -1.419588e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 116507 members 
Entering Unmasked Estep 
Score: -14195879.000000 Penalty: 5803.012207
	Iteration 78Q: 3 clusters Score -1.419588e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 116529 members 
Entering Unmasked Estep 
Score: -14195889.000000 Penalty: 5803.012207
	Iteration 79Q: 3 clusters Score -1.419589e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 116545 members 
Entering Unmasked Estep 
Score: -14195875.000000 Penalty: 5803.012207
	Iteration 80F: 3 clusters Score -1.419588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 116558 members 
Entering Unmasked Estep 
Score: -14195880.000000 Penalty: 5803.012207
	Iteration 81Q: 3 clusters Score -1.419588e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 116564 members 
Entering Unmasked Estep 
Score: -14195875.000000 Penalty: 5803.012207
	Iteration 82Q: 3 clusters Score -1.419588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 116570 members 
Entering Unmasked Estep 
Score: -14195879.000000 Penalty: 5803.012207
	Iteration 83Q: 3 clusters Score -1.419588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 116574 members 
Entering Unmasked Estep 
Score: -14195879.000000 Penalty: 5803.012207
	Iteration 84Q: 3 clusters Score -1.419588e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 116578 members 
Entering Unmasked Estep 
Score: -14195885.000000 Penalty: 5803.012207
	Iteration 85Q: 3 clusters Score -1.419588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 116584 members 
Entering Unmasked Estep 
Score: -14195882.000000 Penalty: 5803.012207
	Iteration 86Q: 3 clusters Score -1.419588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 116590 members 
Entering Unmasked Estep 
Score: -14195882.000000 Penalty: 5803.012207
	Iteration 87Q: 3 clusters Score -1.419588e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 116596 members 
Entering Unmasked Estep 
Score: -14195898.000000 Penalty: 5803.012207
	Iteration 88Q: 3 clusters Score -1.41959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 116601 members 
Entering Unmasked Estep 
Score: -14195897.000000 Penalty: 5803.012207
	Iteration 89Q: 3 clusters Score -1.41959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 116603 members 
Entering Unmasked Estep 
Score: -14195890.000000 Penalty: 5803.012207
	Iteration 90Q: 3 clusters Score -1.419589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 116607 members 
Entering Unmasked Estep 
Score: -14195890.000000 Penalty: 5803.012207
	Iteration 91Q: 3 clusters Score -1.419589e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 116610 members 
Entering Unmasked Estep 
Score: -14195890.000000 Penalty: 5803.012207
	Iteration 92Q: 3 clusters Score -1.419589e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 116614 members 
Entering Unmasked Estep 
Score: -14195878.000000 Penalty: 5803.012207
	Iteration 93Q: 3 clusters Score -1.419588e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 116616 members 
Entering Unmasked Estep 
Score: -14195872.000000 Penalty: 5803.012207
	Iteration 94Q: 3 clusters Score -1.419587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 116617 members 
Entering Unmasked Estep 
Score: -14195876.000000 Penalty: 5803.012207
	Iteration 95Q: 3 clusters Score -1.419588e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 116618 members 
Entering Unmasked Estep 
Score: -14195873.000000 Penalty: 5803.012207
	Iteration 96Q: 3 clusters Score -1.419587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 116619 members 
Entering Unmasked Estep 
Score: -14195873.000000 Penalty: 5803.012207
	Iteration 97Q: 3 clusters Score -1.419587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 116620 members 
Entering Unmasked Estep 
Score: -14195878.000000 Penalty: 5803.012207
	Iteration 98Q: 3 clusters Score -1.419588e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 116620 members 
Entering Unmasked Estep 
Score: -14195878.000000 Penalty: 5803.012207
	Iteration 99F: 3 clusters Score -1.419588e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -148786.937500 Penalty: 1869.018311
	Iteration 0F: 2 clusters Score -148786.9 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 925 members 
Entering Unmasked Estep 
Score: -146240.078125 Penalty: 3738.036621
	Iteration 0F: 3 clusters Score -146240.1 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -146709.921875 Penalty: 3738.036621
	Iteration 1F: 3 clusters Score -146709.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -146838.328125 Penalty: 3738.036621
	Iteration 2F: 3 clusters Score -146838.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -146919.765625 Penalty: 3738.036621
	Iteration 3Q: 3 clusters Score -146919.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -146975.812500 Penalty: 3738.036621
	Iteration 4Q: 3 clusters Score -146975.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -147021.531250 Penalty: 3738.036621
	Iteration 5Q: 3 clusters Score -147021.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -147055.234375 Penalty: 3738.036621
	Iteration 6Q: 3 clusters Score -147055.2 nChanged 41
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: -147094.468750 Penalty: 3738.036621
	Iteration 7Q: 3 clusters Score -147094.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -147133.937500 Penalty: 3738.036621
	Iteration 8Q: 3 clusters Score -147133.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -147164.921875 Penalty: 3738.036621
	Iteration 9Q: 3 clusters Score -147164.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -147200.343750 Penalty: 3738.036621
	Iteration 10Q: 3 clusters Score -147200.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -147227.687500 Penalty: 3738.036621
	Iteration 11Q: 3 clusters Score -147227.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -147252.125000 Penalty: 3738.036621
	Iteration 12Q: 3 clusters Score -147252.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -147278.250000 Penalty: 3738.036621
	Iteration 13Q: 3 clusters Score -147278.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -147297.125000 Penalty: 3738.036621
	Iteration 14Q: 3 clusters Score -147297.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -147315.703125 Penalty: 3738.036621
	Iteration 15Q: 3 clusters Score -147315.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -147328.656250 Penalty: 3738.036621
	Iteration 16Q: 3 clusters Score -147328.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -147333.640625 Penalty: 3738.036621
	Iteration 17Q: 3 clusters Score -147333.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -147336.296875 Penalty: 3738.036621
	Iteration 18Q: 3 clusters Score -147336.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -147340.468750 Penalty: 3738.036621
	Iteration 19Q: 3 clusters Score -147340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -147346.500000 Penalty: 3738.036621
	Iteration 20F: 3 clusters Score -147346.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -147352.296875 Penalty: 3738.036621
	Iteration 21Q: 3 clusters Score -147352.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -147356.203125 Penalty: 3738.036621
	Iteration 22Q: 3 clusters Score -147356.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -147357.953125 Penalty: 3738.036621
	Iteration 23Q: 3 clusters Score -147358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -147360.437500 Penalty: 3738.036621
	Iteration 24Q: 3 clusters Score -147360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -147362.093750 Penalty: 3738.036621
	Iteration 25Q: 3 clusters Score -147362.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -147362.625000 Penalty: 3738.036621
	Iteration 26Q: 3 clusters Score -147362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -147363.046875 Penalty: 3738.036621
	Iteration 27Q: 3 clusters Score -147363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -147363.046875 Penalty: 3738.036621
	Iteration 28F: 3 clusters Score -147363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (14876 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Entering Unmasked Estep 
Score: -1786092.000000 Penalty: 2382.661133
	Iteration 0F: 2 clusters Score -1786092 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1775196.250000 Penalty: 4765.322266
	Iteration 0F: 3 clusters Score -1775196 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -1778736.875000 Penalty: 4765.322266
	Iteration 1F: 3 clusters Score -1778737 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1779166.750000 Penalty: 4765.322266
	Iteration 2F: 3 clusters Score -1779167 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 7495 members 
Entering Unmasked Estep 
Score: -1779545.625000 Penalty: 4765.322266
	Iteration 3F: 3 clusters Score -1779546 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -1779872.125000 Penalty: 4765.322266
	Iteration 4Q: 3 clusters Score -1779872 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -1780161.250000 Penalty: 4765.322266
	Iteration 5Q: 3 clusters Score -1780161 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1780447.625000 Penalty: 4765.322266
	Iteration 6Q: 3 clusters Score -1780448 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7043 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -1780740.250000 Penalty: 4765.322266
	Iteration 7Q: 3 clusters Score -1780740 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 7989 members 
Entering Unmasked Estep 
Score: -1781023.000000 Penalty: 4765.322266
	Iteration 8Q: 3 clusters Score -1781023 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 8174 members 
Entering Unmasked Estep 
Score: -1781367.375000 Penalty: 4765.322266
	Iteration 9Q: 3 clusters Score -1781367 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 8399 members 
Entering Unmasked Estep 
Score: -1781738.000000 Penalty: 4765.322266
	Iteration 10Q: 3 clusters Score -1781738 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1782141.750000 Penalty: 4765.322266
	Iteration 11Q: 3 clusters Score -1782142 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1782460.750000 Penalty: 4765.322266
	Iteration 12Q: 3 clusters Score -1782461 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1782691.375000 Penalty: 4765.322266
	Iteration 13Q: 3 clusters Score -1782691 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1782846.750000 Penalty: 4765.322266
	Iteration 14Q: 3 clusters Score -1782847 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -1782925.750000 Penalty: 4765.322266
	Iteration 15Q: 3 clusters Score -1782926 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1782998.250000 Penalty: 4765.322266
	Iteration 16Q: 3 clusters Score -1782998 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -1783082.750000 Penalty: 4765.322266
	Iteration 17Q: 3 clusters Score -1783083 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -1783146.875000 Penalty: 4765.322266
	Iteration 18Q: 3 clusters Score -1783147 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 10029 members 
Entering Unmasked Estep 
Score: -1783208.375000 Penalty: 4765.322266
	Iteration 19Q: 3 clusters Score -1783208 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10163 members 
Entering Unmasked Estep 
Score: -1783270.125000 Penalty: 4765.322266
	Iteration 20F: 3 clusters Score -1783270 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -1783316.750000 Penalty: 4765.322266
	Iteration 21Q: 3 clusters Score -1783317 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -1783379.000000 Penalty: 4765.322266
	Iteration 22Q: 3 clusters Score -1783379 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1783439.750000 Penalty: 4765.322266
	Iteration 23Q: 3 clusters Score -1783440 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -1783482.500000 Penalty: 4765.322266
	Iteration 24Q: 3 clusters Score -1783482 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 10735 members 
Entering Unmasked Estep 
Score: -1783517.625000 Penalty: 4765.322266
	Iteration 25Q: 3 clusters Score -1783518 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1783549.375000 Penalty: 4765.322266
	Iteration 26Q: 3 clusters Score -1783549 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -1783577.125000 Penalty: 4765.322266
	Iteration 27Q: 3 clusters Score -1783577 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -1783619.125000 Penalty: 4765.322266
	Iteration 28Q: 3 clusters Score -1783619 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -1783648.125000 Penalty: 4765.322266
	Iteration 29Q: 3 clusters Score -1783648 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1783683.875000 Penalty: 4765.322266
	Iteration 30Q: 3 clusters Score -1783684 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 11324 members 
Entering Unmasked Estep 
Score: -1783717.125000 Penalty: 4765.322266
	Iteration 31Q: 3 clusters Score -1783717 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -1783759.625000 Penalty: 4765.322266
	Iteration 32Q: 3 clusters Score -1783760 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -1783788.250000 Penalty: 4765.322266
	Iteration 33Q: 3 clusters Score -1783788 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -1783814.000000 Penalty: 4765.322266
	Iteration 34Q: 3 clusters Score -1783814 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1783841.000000 Penalty: 4765.322266
	Iteration 35Q: 3 clusters Score -1783841 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -1783864.500000 Penalty: 4765.322266
	Iteration 36Q: 3 clusters Score -1783864 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -1783890.625000 Penalty: 4765.322266
	Iteration 37Q: 3 clusters Score -1783891 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -1783910.375000 Penalty: 4765.322266
	Iteration 38Q: 3 clusters Score -1783910 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -1783928.625000 Penalty: 4765.322266
	Iteration 39Q: 3 clusters Score -1783929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -1783945.750000 Penalty: 4765.322266
	Iteration 40F: 3 clusters Score -1783946 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -1783954.250000 Penalty: 4765.322266
	Iteration 41Q: 3 clusters Score -1783954 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -1783970.375000 Penalty: 4765.322266
	Iteration 42Q: 3 clusters Score -1783970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -1783988.250000 Penalty: 4765.322266
	Iteration 43Q: 3 clusters Score -1783988 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -1784003.000000 Penalty: 4765.322266
	Iteration 44Q: 3 clusters Score -1784003 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -1784008.750000 Penalty: 4765.322266
	Iteration 45Q: 3 clusters Score -1784009 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -1784018.500000 Penalty: 4765.322266
	Iteration 46Q: 3 clusters Score -1784018 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -1784020.250000 Penalty: 4765.322266
	Iteration 47Q: 3 clusters Score -1784020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -1784023.500000 Penalty: 4765.322266
	Iteration 48Q: 3 clusters Score -1784024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1784027.375000 Penalty: 4765.322266
	Iteration 49Q: 3 clusters Score -1784027 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -1784040.625000 Penalty: 4765.322266
	Iteration 50Q: 3 clusters Score -1784041 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -1784046.500000 Penalty: 4765.322266
	Iteration 51Q: 3 clusters Score -1784046 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1784052.125000 Penalty: 4765.322266
	Iteration 52Q: 3 clusters Score -1784052 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1784067.000000 Penalty: 4765.322266
	Iteration 53Q: 3 clusters Score -1784067 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1784075.125000 Penalty: 4765.322266
	Iteration 54Q: 3 clusters Score -1784075 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -1784088.625000 Penalty: 4765.322266
	Iteration 55Q: 3 clusters Score -1784089 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -1784094.875000 Penalty: 4765.322266
	Iteration 56Q: 3 clusters Score -1784095 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1784103.250000 Penalty: 4765.322266
	Iteration 57Q: 3 clusters Score -1784103 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -1784108.375000 Penalty: 4765.322266
	Iteration 58Q: 3 clusters Score -1784108 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1784112.000000 Penalty: 4765.322266
	Iteration 59Q: 3 clusters Score -1784112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1784116.250000 Penalty: 4765.322266
	Iteration 60F: 3 clusters Score -1784116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -1784122.500000 Penalty: 4765.322266
	Iteration 61Q: 3 clusters Score -1784122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -1784125.000000 Penalty: 4765.322266
	Iteration 62Q: 3 clusters Score -1784125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -1784127.875000 Penalty: 4765.322266
	Iteration 63Q: 3 clusters Score -1784128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -1784132.500000 Penalty: 4765.322266
	Iteration 64Q: 3 clusters Score -1784132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -1784132.500000 Penalty: 4765.322266
	Iteration 65Q: 3 clusters Score -1784132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -1784132.375000 Penalty: 4765.322266
	Iteration 66Q: 3 clusters Score -1784132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1784131.375000 Penalty: 4765.322266
	Iteration 67Q: 3 clusters Score -1784131 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -1784140.375000 Penalty: 4765.322266
	Iteration 68Q: 3 clusters Score -1784140 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -1784144.500000 Penalty: 4765.322266
	Iteration 69Q: 3 clusters Score -1784144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -1784147.250000 Penalty: 4765.322266
	Iteration 70Q: 3 clusters Score -1784147 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -1784150.625000 Penalty: 4765.322266
	Iteration 71Q: 3 clusters Score -1784151 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 12788 members 
Entering Unmasked Estep 
Score: -1784149.250000 Penalty: 4765.322266
	Iteration 72Q: 3 clusters Score -1784149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -1784151.375000 Penalty: 4765.322266
	Iteration 73Q: 3 clusters Score -1784151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -1784152.250000 Penalty: 4765.322266
	Iteration 74Q: 3 clusters Score -1784152 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -1784152.125000 Penalty: 4765.322266
	Iteration 75Q: 3 clusters Score -1784152 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -1784153.875000 Penalty: 4765.322266
	Iteration 76Q: 3 clusters Score -1784154 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -1784160.875000 Penalty: 4765.322266
	Iteration 77Q: 3 clusters Score -1784161 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 12833 members 
Entering Unmasked Estep 
Score: -1784163.875000 Penalty: 4765.322266
	Iteration 78Q: 3 clusters Score -1784164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1784168.000000 Penalty: 4765.322266
	Iteration 79Q: 3 clusters Score -1784168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12863 members 
Entering Unmasked Estep 
Score: -1784170.625000 Penalty: 4765.322266
	Iteration 80F: 3 clusters Score -1784171 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 12876 members 
Entering Unmasked Estep 
Score: -1784177.250000 Penalty: 4765.322266
	Iteration 81Q: 3 clusters Score -1784177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -1784179.000000 Penalty: 4765.322266
	Iteration 82Q: 3 clusters Score -1784179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -1784185.625000 Penalty: 4765.322266
	Iteration 83Q: 3 clusters Score -1784186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 12917 members 
Entering Unmasked Estep 
Score: -1784184.875000 Penalty: 4765.322266
	Iteration 84Q: 3 clusters Score -1784185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1784185.875000 Penalty: 4765.322266
	Iteration 85Q: 3 clusters Score -1784186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -1784188.125000 Penalty: 4765.322266
	Iteration 86Q: 3 clusters Score -1784188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -1784187.500000 Penalty: 4765.322266
	Iteration 87Q: 3 clusters Score -1784188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1784190.375000 Penalty: 4765.322266
	Iteration 88Q: 3 clusters Score -1784190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1784191.875000 Penalty: 4765.322266
	Iteration 89Q: 3 clusters Score -1784192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1784191.500000 Penalty: 4765.322266
	Iteration 90Q: 3 clusters Score -1784192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -1784194.625000 Penalty: 4765.322266
	Iteration 91Q: 3 clusters Score -1784195 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -1784196.875000 Penalty: 4765.322266
	Iteration 92Q: 3 clusters Score -1784197 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -1784192.000000 Penalty: 4765.322266
	Iteration 93Q: 3 clusters Score -1784192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1784191.125000 Penalty: 4765.322266
	Iteration 94Q: 3 clusters Score -1784191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1784194.500000 Penalty: 4765.322266
	Iteration 95Q: 3 clusters Score -1784194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1784197.125000 Penalty: 4765.322266
	Iteration 96Q: 3 clusters Score -1784197 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -1784197.125000 Penalty: 4765.322266
	Iteration 97F: 3 clusters Score -1784197 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (2031 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Entering Unmasked Estep 
Score: -167112.328125 Penalty: 1888.838257
	Iteration 0F: 2 clusters Score -167112.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -164505.828125 Penalty: 3777.676514
	Iteration 0F: 3 clusters Score -164505.8 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -164944.781250 Penalty: 3777.676514
	Iteration 1F: 3 clusters Score -164944.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -165064.000000 Penalty: 3777.676514
	Iteration 2F: 3 clusters Score -165064 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -165124.031250 Penalty: 3777.676514
	Iteration 3Q: 3 clusters Score -165124 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -165156.281250 Penalty: 3777.676514
	Iteration 4Q: 3 clusters Score -165156.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -165179.875000 Penalty: 3777.676514
	Iteration 5Q: 3 clusters Score -165179.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -165208.828125 Penalty: 3777.676514
	Iteration 6Q: 3 clusters Score -165208.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -165234.406250 Penalty: 3777.676514
	Iteration 7Q: 3 clusters Score -165234.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -165254.312500 Penalty: 3777.676514
	Iteration 8Q: 3 clusters Score -165254.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -165269.140625 Penalty: 3777.676514
	Iteration 9Q: 3 clusters Score -165269.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -165282.828125 Penalty: 3777.676514
	Iteration 10Q: 3 clusters Score -165282.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -165297.890625 Penalty: 3777.676514
	Iteration 11Q: 3 clusters Score -165297.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -165309.968750 Penalty: 3777.676514
	Iteration 12Q: 3 clusters Score -165310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -165322.718750 Penalty: 3777.676514
	Iteration 13Q: 3 clusters Score -165322.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -165337.203125 Penalty: 3777.676514
	Iteration 14Q: 3 clusters Score -165337.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -165351.296875 Penalty: 3777.676514
	Iteration 15Q: 3 clusters Score -165351.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -165364.359375 Penalty: 3777.676514
	Iteration 16Q: 3 clusters Score -165364.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -165370.578125 Penalty: 3777.676514
	Iteration 17Q: 3 clusters Score -165370.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -165377.968750 Penalty: 3777.676514
	Iteration 18Q: 3 clusters Score -165378 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -165386.703125 Penalty: 3777.676514
	Iteration 19Q: 3 clusters Score -165386.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -165393.843750 Penalty: 3777.676514
	Iteration 20F: 3 clusters Score -165393.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -165400.312500 Penalty: 3777.676514
	Iteration 21Q: 3 clusters Score -165400.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -165405.640625 Penalty: 3777.676514
	Iteration 22Q: 3 clusters Score -165405.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -165411.843750 Penalty: 3777.676514
	Iteration 23Q: 3 clusters Score -165411.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -165417.203125 Penalty: 3777.676514
	Iteration 24Q: 3 clusters Score -165417.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -165421.984375 Penalty: 3777.676514
	Iteration 25Q: 3 clusters Score -165422 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -165424.906250 Penalty: 3777.676514
	Iteration 26Q: 3 clusters Score -165424.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -165429.687500 Penalty: 3777.676514
	Iteration 27Q: 3 clusters Score -165429.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -165439.234375 Penalty: 3777.676514
	Iteration 28Q: 3 clusters Score -165439.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -165449.937500 Penalty: 3777.676514
	Iteration 29Q: 3 clusters Score -165449.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -165462.781250 Penalty: 3777.676514
	Iteration 30Q: 3 clusters Score -165462.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -165474.140625 Penalty: 3777.676514
	Iteration 31Q: 3 clusters Score -165474.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -165483.250000 Penalty: 3777.676514
	Iteration 32Q: 3 clusters Score -165483.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -165491.906250 Penalty: 3777.676514
	Iteration 33Q: 3 clusters Score -165491.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -165501.703125 Penalty: 3777.676514
	Iteration 34Q: 3 clusters Score -165501.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -165505.843750 Penalty: 3777.676514
	Iteration 35Q: 3 clusters Score -165505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -165510.546875 Penalty: 3777.676514
	Iteration 36Q: 3 clusters Score -165510.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -165513.296875 Penalty: 3777.676514
	Iteration 37Q: 3 clusters Score -165513.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -165519.984375 Penalty: 3777.676514
	Iteration 38Q: 3 clusters Score -165520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -165529.921875 Penalty: 3777.676514
	Iteration 39Q: 3 clusters Score -165529.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -165540.687500 Penalty: 3777.676514
	Iteration 40F: 3 clusters Score -165540.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -165558.250000 Penalty: 3777.676514
	Iteration 41Q: 3 clusters Score -165558.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -165575.937500 Penalty: 3777.676514
	Iteration 42Q: 3 clusters Score -165575.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -165590.125000 Penalty: 3777.676514
	Iteration 43Q: 3 clusters Score -165590.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -165602.796875 Penalty: 3777.676514
	Iteration 44Q: 3 clusters Score -165602.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -165620.312500 Penalty: 3777.676514
	Iteration 45Q: 3 clusters Score -165620.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -165636.687500 Penalty: 3777.676514
	Iteration 46Q: 3 clusters Score -165636.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -165648.671875 Penalty: 3777.676514
	Iteration 47Q: 3 clusters Score -165648.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -165656.390625 Penalty: 3777.676514
	Iteration 48Q: 3 clusters Score -165656.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -165663.125000 Penalty: 3777.676514
	Iteration 49Q: 3 clusters Score -165663.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -165669.890625 Penalty: 3777.676514
	Iteration 50Q: 3 clusters Score -165669.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -165674.875000 Penalty: 3777.676514
	Iteration 51Q: 3 clusters Score -165674.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -165676.250000 Penalty: 3777.676514
	Iteration 52Q: 3 clusters Score -165676.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -165678.000000 Penalty: 3777.676514
	Iteration 53Q: 3 clusters Score -165678 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -165681.046875 Penalty: 3777.676514
	Iteration 54Q: 3 clusters Score -165681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -165684.515625 Penalty: 3777.676514
	Iteration 55Q: 3 clusters Score -165684.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -165687.250000 Penalty: 3777.676514
	Iteration 56Q: 3 clusters Score -165687.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -165690.875000 Penalty: 3777.676514
	Iteration 57Q: 3 clusters Score -165690.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -165693.656250 Penalty: 3777.676514
	Iteration 58Q: 3 clusters Score -165693.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -165695.109375 Penalty: 3777.676514
	Iteration 59Q: 3 clusters Score -165695.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -165697.375000 Penalty: 3777.676514
	Iteration 60F: 3 clusters Score -165697.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -165697.828125 Penalty: 3777.676514
	Iteration 61Q: 3 clusters Score -165697.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -165699.781250 Penalty: 3777.676514
	Iteration 62Q: 3 clusters Score -165699.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -165700.343750 Penalty: 3777.676514
	Iteration 63Q: 3 clusters Score -165700.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -165700.343750 Penalty: 3777.676514
	Iteration 64F: 3 clusters Score -165700.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (2579 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Entering Unmasked Estep 
Score: -269035.375000 Penalty: 1948.078857
	Iteration 0F: 2 clusters Score -269035.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -266026.000000 Penalty: 3896.157715
	Iteration 0F: 3 clusters Score -266026 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -266623.593750 Penalty: 3896.157715
	Iteration 1F: 3 clusters Score -266623.6 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -266768.875000 Penalty: 3896.157715
	Iteration 2F: 3 clusters Score -266768.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -266873.343750 Penalty: 3896.157715
	Iteration 3Q: 3 clusters Score -266873.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -266970.312500 Penalty: 3896.157715
	Iteration 4Q: 3 clusters Score -266970.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -267043.875000 Penalty: 3896.157715
	Iteration 5Q: 3 clusters Score -267043.9 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -267090.593750 Penalty: 3896.157715
	Iteration 6Q: 3 clusters Score -267090.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -267130.750000 Penalty: 3896.157715
	Iteration 7Q: 3 clusters Score -267130.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -267164.718750 Penalty: 3896.157715
	Iteration 8Q: 3 clusters Score -267164.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -267193.281250 Penalty: 3896.157715
	Iteration 9Q: 3 clusters Score -267193.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -267225.750000 Penalty: 3896.157715
	Iteration 10Q: 3 clusters Score -267225.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -267260.218750 Penalty: 3896.157715
	Iteration 11Q: 3 clusters Score -267260.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -267299.625000 Penalty: 3896.157715
	Iteration 12Q: 3 clusters Score -267299.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -267334.875000 Penalty: 3896.157715
	Iteration 13Q: 3 clusters Score -267334.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -267360.062500 Penalty: 3896.157715
	Iteration 14Q: 3 clusters Score -267360.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -267376.093750 Penalty: 3896.157715
	Iteration 15Q: 3 clusters Score -267376.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -267389.000000 Penalty: 3896.157715
	Iteration 16Q: 3 clusters Score -267389 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -267399.250000 Penalty: 3896.157715
	Iteration 17Q: 3 clusters Score -267399.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -267407.000000 Penalty: 3896.157715
	Iteration 18Q: 3 clusters Score -267407 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -267416.031250 Penalty: 3896.157715
	Iteration 19Q: 3 clusters Score -267416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -267422.906250 Penalty: 3896.157715
	Iteration 20F: 3 clusters Score -267422.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -267429.531250 Penalty: 3896.157715
	Iteration 21Q: 3 clusters Score -267429.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -267435.375000 Penalty: 3896.157715
	Iteration 22Q: 3 clusters Score -267435.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -267442.156250 Penalty: 3896.157715
	Iteration 23Q: 3 clusters Score -267442.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -267445.500000 Penalty: 3896.157715
	Iteration 24Q: 3 clusters Score -267445.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -267451.031250 Penalty: 3896.157715
	Iteration 25Q: 3 clusters Score -267451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -267456.593750 Penalty: 3896.157715
	Iteration 26Q: 3 clusters Score -267456.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -267460.625000 Penalty: 3896.157715
	Iteration 27Q: 3 clusters Score -267460.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -267465.531250 Penalty: 3896.157715
	Iteration 28Q: 3 clusters Score -267465.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -267471.968750 Penalty: 3896.157715
	Iteration 29Q: 3 clusters Score -267472 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -267475.406250 Penalty: 3896.157715
	Iteration 30Q: 3 clusters Score -267475.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -267477.437500 Penalty: 3896.157715
	Iteration 31Q: 3 clusters Score -267477.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -267478.906250 Penalty: 3896.157715
	Iteration 32Q: 3 clusters Score -267478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -267479.937500 Penalty: 3896.157715
	Iteration 33Q: 3 clusters Score -267479.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -267479.937500 Penalty: 3896.157715
	Iteration 34F: 3 clusters Score -267479.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -63204.269531 Penalty: 1580.583252
	Iteration 0F: 2 clusters Score -63204.27 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 295 members 
Entering Unmasked Estep 
Score: -61558.476562 Penalty: 3161.166504
	Iteration 0F: 3 clusters Score -61558.48 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -61745.175781 Penalty: 3161.166504
	Iteration 1F: 3 clusters Score -61745.18 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61804.800781 Penalty: 3161.166504
	Iteration 2Q: 3 clusters Score -61804.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -61832.980469 Penalty: 3161.166504
	Iteration 3Q: 3 clusters Score -61832.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61840.636719 Penalty: 3161.166504
	Iteration 4Q: 3 clusters Score -61840.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -61846.152344 Penalty: 3161.166504
	Iteration 5Q: 3 clusters Score -61846.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61849.312500 Penalty: 3161.166504
	Iteration 6Q: 3 clusters Score -61849.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -61849.312500 Penalty: 3161.166504
	Iteration 7F: 3 clusters Score -61849.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (297060 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297060 members 
Entering Unmasked Estep 
Score: -34972360.000000 Penalty: 3125.218994
	Iteration 0F: 2 clusters Score -3.497236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148126 members 
Mstep: Class 2 contains 148934 members 
Entering Unmasked Estep 
Score: -34777644.000000 Penalty: 6250.437988
	Iteration 0F: 3 clusters Score -3.477764e+07 nChanged 143985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139171 members 
Mstep: Class 2 contains 157889 members 
Entering Unmasked Estep 
Score: -34863056.000000 Penalty: 6250.437988
	Iteration 1F: 3 clusters Score -3.486306e+07 nChanged 8177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133544 members 
Mstep: Class 2 contains 163516 members 
Entering Unmasked Estep 
Score: -34864708.000000 Penalty: 6250.437988
	Iteration 2Q: 3 clusters Score -3.486471e+07 nChanged 10124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124908 members 
Mstep: Class 2 contains 172152 members 
Entering Unmasked Estep 
Score: -34867828.000000 Penalty: 6250.437988
	Iteration 3Q: 3 clusters Score -3.486783e+07 nChanged 13728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111778 members 
Mstep: Class 2 contains 185282 members 
Entering Unmasked Estep 
Score: -34874168.000000 Penalty: 6250.437988
	Iteration 4Q: 3 clusters Score -3.487417e+07 nChanged 18875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93127 members 
Mstep: Class 2 contains 203933 members 
Entering Unmasked Estep 
Score: -34885312.000000 Penalty: 6250.437988
	Iteration 5F: 3 clusters Score -3.488531e+07 nChanged 23807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69372 members 
Mstep: Class 2 contains 227688 members 
Entering Unmasked Estep 
Score: -34903980.000000 Penalty: 6250.437988
	Iteration 6F: 3 clusters Score -3.490398e+07 nChanged 25225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44159 members 
Mstep: Class 2 contains 252901 members 
Entering Unmasked Estep 
Score: -34927404.000000 Penalty: 6250.437988
	Iteration 7F: 3 clusters Score -3.49274e+07 nChanged 20172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23991 members 
Mstep: Class 2 contains 273069 members 
Entering Unmasked Estep 
Score: -34947040.000000 Penalty: 6250.437988
	Iteration 8F: 3 clusters Score -3.494704e+07 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 285375 members 
Entering Unmasked Estep 
Score: -34959192.000000 Penalty: 6250.437988
	Iteration 9Q: 3 clusters Score -3.495919e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 291630 members 
Entering Unmasked Estep 
Score: -34965352.000000 Penalty: 6250.437988
	Iteration 10Q: 3 clusters Score -3.496535e+07 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 294408 members 
Entering Unmasked Estep 
Score: -34967872.000000 Penalty: 6250.437988
	Iteration 11Q: 3 clusters Score -3.496787e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 295611 members 
Entering Unmasked Estep 
Score: -34968812.000000 Penalty: 6250.437988
	Iteration 12Q: 3 clusters Score -3.496881e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 296107 members 
Entering Unmasked Estep 
Score: -34969160.000000 Penalty: 6250.437988
	Iteration 13Q: 3 clusters Score -3.496916e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 296335 members 
Entering Unmasked Estep 
Score: -34969348.000000 Penalty: 6250.437988
	Iteration 14Q: 3 clusters Score -3.496935e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 296443 members 
Entering Unmasked Estep 
Score: -34969464.000000 Penalty: 6250.437988
	Iteration 15Q: 3 clusters Score -3.496946e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 296501 members 
Entering Unmasked Estep 
Score: -34969508.000000 Penalty: 6250.437988
	Iteration 16Q: 3 clusters Score -3.496951e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 296545 members 
Entering Unmasked Estep 
Score: -34969588.000000 Penalty: 6250.437988
	Iteration 17Q: 3 clusters Score -3.496959e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 296568 members 
Entering Unmasked Estep 
Score: -34969628.000000 Penalty: 6250.437988
	Iteration 18Q: 3 clusters Score -3.496963e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 296588 members 
Entering Unmasked Estep 
Score: -34969660.000000 Penalty: 6250.437988
	Iteration 19Q: 3 clusters Score -3.496966e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 296599 members 
Entering Unmasked Estep 
Score: -34969692.000000 Penalty: 6250.437988
	Iteration 20F: 3 clusters Score -3.496969e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 296609 members 
Entering Unmasked Estep 
Score: -34969716.000000 Penalty: 6250.437988
	Iteration 21Q: 3 clusters Score -3.496972e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 296617 members 
Entering Unmasked Estep 
Score: -34969716.000000 Penalty: 6250.437988
	Iteration 22Q: 3 clusters Score -3.496972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 296619 members 
Entering Unmasked Estep 
Score: -34969716.000000 Penalty: 6250.437988
	Iteration 23Q: 3 clusters Score -3.496972e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 296622 members 
Entering Unmasked Estep 
Score: -34969720.000000 Penalty: 6250.437988
	Iteration 24Q: 3 clusters Score -3.496972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 296625 members 
Entering Unmasked Estep 
Score: -34969708.000000 Penalty: 6250.437988
	Iteration 25Q: 3 clusters Score -3.496971e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 296627 members 
Entering Unmasked Estep 
Score: -34969708.000000 Penalty: 6250.437988
	Iteration 26Q: 3 clusters Score -3.496971e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 296628 members 
Entering Unmasked Estep 
Score: -34969720.000000 Penalty: 6250.437988
	Iteration 27Q: 3 clusters Score -3.496972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 296629 members 
Entering Unmasked Estep 
Score: -34969716.000000 Penalty: 6250.437988
	Iteration 28Q: 3 clusters Score -3.496972e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 296628 members 
Entering Unmasked Estep 
Score: -34969716.000000 Penalty: 6250.437988
	Iteration 29Q: 3 clusters Score -3.496972e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 296628 members 
Entering Unmasked Estep 
Score: -34969716.000000 Penalty: 6250.437988
	Iteration 30F: 3 clusters Score -3.496972e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (259516 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259516 members 
Entering Unmasked Estep 
Score: -30665308.000000 Penalty: 3091.710205
	Iteration 0F: 2 clusters Score -3.066531e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129817 members 
Mstep: Class 2 contains 129699 members 
Entering Unmasked Estep 
Score: -30493044.000000 Penalty: 6183.420410
	Iteration 0F: 3 clusters Score -3.049304e+07 nChanged 125840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130643 members 
Mstep: Class 2 contains 128873 members 
Entering Unmasked Estep 
Score: -30567308.000000 Penalty: 6183.420410
	Iteration 1F: 3 clusters Score -3.056731e+07 nChanged 6032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131277 members 
Mstep: Class 2 contains 128239 members 
Entering Unmasked Estep 
Score: -30568572.000000 Penalty: 6183.420410
	Iteration 2Q: 3 clusters Score -3.056857e+07 nChanged 6261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132242 members 
Mstep: Class 2 contains 127274 members 
Entering Unmasked Estep 
Score: -30569776.000000 Penalty: 6183.420410
	Iteration 3Q: 3 clusters Score -3.056978e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133659 members 
Mstep: Class 2 contains 125857 members 
Entering Unmasked Estep 
Score: -30571300.000000 Penalty: 6183.420410
	Iteration 4Q: 3 clusters Score -3.05713e+07 nChanged 7541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135964 members 
Mstep: Class 2 contains 123552 members 
Entering Unmasked Estep 
Score: -30573156.000000 Penalty: 6183.420410
	Iteration 5Q: 3 clusters Score -3.057316e+07 nChanged 8558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139256 members 
Mstep: Class 2 contains 120260 members 
Entering Unmasked Estep 
Score: -30575688.000000 Penalty: 6183.420410
	Iteration 6Q: 3 clusters Score -3.057569e+07 nChanged 9912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143944 members 
Mstep: Class 2 contains 115572 members 
Entering Unmasked Estep 
Score: -30579404.000000 Penalty: 6183.420410
	Iteration 7Q: 3 clusters Score -3.05794e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150442 members 
Mstep: Class 2 contains 109074 members 
Entering Unmasked Estep 
Score: -30585274.000000 Penalty: 6183.420410
	Iteration 8Q: 3 clusters Score -3.058527e+07 nChanged 14051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158975 members 
Mstep: Class 2 contains 100541 members 
Entering Unmasked Estep 
Score: -30594240.000000 Penalty: 6183.420410
	Iteration 9F: 3 clusters Score -3.059424e+07 nChanged 15325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168428 members 
Mstep: Class 2 contains 91088 members 
Entering Unmasked Estep 
Score: -30605686.000000 Penalty: 6183.420410
	Iteration 10F: 3 clusters Score -3.060569e+07 nChanged 15168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177238 members 
Mstep: Class 2 contains 82278 members 
Entering Unmasked Estep 
Score: -30617116.000000 Penalty: 6183.420410
	Iteration 11F: 3 clusters Score -3.061712e+07 nChanged 12436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184330 members 
Mstep: Class 2 contains 75186 members 
Entering Unmasked Estep 
Score: -30624290.000000 Penalty: 6183.420410
	Iteration 12Q: 3 clusters Score -3.062429e+07 nChanged 8419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190391 members 
Mstep: Class 2 contains 69125 members 
Entering Unmasked Estep 
Score: -30627802.000000 Penalty: 6183.420410
	Iteration 13Q: 3 clusters Score -3.06278e+07 nChanged 6366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196375 members 
Mstep: Class 2 contains 63141 members 
Entering Unmasked Estep 
Score: -30630206.000000 Penalty: 6183.420410
	Iteration 14Q: 3 clusters Score -3.063021e+07 nChanged 6158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202515 members 
Mstep: Class 2 contains 57001 members 
Entering Unmasked Estep 
Score: -30632342.000000 Penalty: 6183.420410
	Iteration 15Q: 3 clusters Score -3.063234e+07 nChanged 6194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208709 members 
Mstep: Class 2 contains 50807 members 
Entering Unmasked Estep 
Score: -30634972.000000 Penalty: 6183.420410
	Iteration 16Q: 3 clusters Score -3.063497e+07 nChanged 6072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214777 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -30637338.000000 Penalty: 6183.420410
	Iteration 17Q: 3 clusters Score -3.063734e+07 nChanged 5913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220690 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -30640112.000000 Penalty: 6183.420410
	Iteration 18Q: 3 clusters Score -3.064011e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226332 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -30642680.000000 Penalty: 6183.420410
	Iteration 19Q: 3 clusters Score -3.064268e+07 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231695 members 
Mstep: Class 2 contains 27821 members 
Entering Unmasked Estep 
Score: -30645700.000000 Penalty: 6183.420410
	Iteration 20F: 3 clusters Score -3.06457e+07 nChanged 4953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236648 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -30648598.000000 Penalty: 6183.420410
	Iteration 21Q: 3 clusters Score -3.06486e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240994 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -30651000.000000 Penalty: 6183.420410
	Iteration 22Q: 3 clusters Score -3.0651e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244731 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -30653218.000000 Penalty: 6183.420410
	Iteration 23Q: 3 clusters Score -3.065322e+07 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247903 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -30655320.000000 Penalty: 6183.420410
	Iteration 24Q: 3 clusters Score -3.065532e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250561 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -30657026.000000 Penalty: 6183.420410
	Iteration 25Q: 3 clusters Score -3.065703e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252707 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -30658436.000000 Penalty: 6183.420410
	Iteration 26Q: 3 clusters Score -3.065844e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254410 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -30659548.000000 Penalty: 6183.420410
	Iteration 27Q: 3 clusters Score -3.065955e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255681 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -30660316.000000 Penalty: 6183.420410
	Iteration 28Q: 3 clusters Score -3.066032e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256618 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -30660880.000000 Penalty: 6183.420410
	Iteration 29Q: 3 clusters Score -3.066088e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257289 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -30661326.000000 Penalty: 6183.420410
	Iteration 30Q: 3 clusters Score -3.066133e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257807 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -30661674.000000 Penalty: 6183.420410
	Iteration 31Q: 3 clusters Score -3.066167e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258152 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -30661920.000000 Penalty: 6183.420410
	Iteration 32Q: 3 clusters Score -3.066192e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258377 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -30662034.000000 Penalty: 6183.420410
	Iteration 33Q: 3 clusters Score -3.066203e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258521 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -30662176.000000 Penalty: 6183.420410
	Iteration 34Q: 3 clusters Score -3.066218e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258612 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -30662318.000000 Penalty: 6183.420410
	Iteration 35Q: 3 clusters Score -3.066232e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258670 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -30662340.000000 Penalty: 6183.420410
	Iteration 36Q: 3 clusters Score -3.066234e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258717 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -30662382.000000 Penalty: 6183.420410
	Iteration 37Q: 3 clusters Score -3.066238e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258751 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -30662388.000000 Penalty: 6183.420410
	Iteration 38Q: 3 clusters Score -3.066239e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258781 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -30662408.000000 Penalty: 6183.420410
	Iteration 39Q: 3 clusters Score -3.066241e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258801 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -30662396.000000 Penalty: 6183.420410
	Iteration 40F: 3 clusters Score -3.06624e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258818 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -30662418.000000 Penalty: 6183.420410
	Iteration 41Q: 3 clusters Score -3.066242e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258832 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -30662400.000000 Penalty: 6183.420410
	Iteration 42Q: 3 clusters Score -3.06624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258854 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -30662406.000000 Penalty: 6183.420410
	Iteration 43Q: 3 clusters Score -3.066241e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258873 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -30662420.000000 Penalty: 6183.420410
	Iteration 44Q: 3 clusters Score -3.066242e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258887 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -30662430.000000 Penalty: 6183.420410
	Iteration 45Q: 3 clusters Score -3.066243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258901 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -30662424.000000 Penalty: 6183.420410
	Iteration 46Q: 3 clusters Score -3.066242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258909 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -30662424.000000 Penalty: 6183.420410
	Iteration 47Q: 3 clusters Score -3.066242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258915 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -30662446.000000 Penalty: 6183.420410
	Iteration 48Q: 3 clusters Score -3.066245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258926 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -30662466.000000 Penalty: 6183.420410
	Iteration 49Q: 3 clusters Score -3.066247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258931 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -30662464.000000 Penalty: 6183.420410
	Iteration 50Q: 3 clusters Score -3.066246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258936 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -30662478.000000 Penalty: 6183.420410
	Iteration 51Q: 3 clusters Score -3.066248e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258939 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -30662490.000000 Penalty: 6183.420410
	Iteration 52Q: 3 clusters Score -3.066249e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258941 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -30662508.000000 Penalty: 6183.420410
	Iteration 53Q: 3 clusters Score -3.066251e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258944 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -30662508.000000 Penalty: 6183.420410
	Iteration 54Q: 3 clusters Score -3.066251e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258948 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -30662520.000000 Penalty: 6183.420410
	Iteration 55Q: 3 clusters Score -3.066252e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258952 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -30662520.000000 Penalty: 6183.420410
	Iteration 56Q: 3 clusters Score -3.066252e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258953 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -30662524.000000 Penalty: 6183.420410
	Iteration 57Q: 3 clusters Score -3.066252e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258954 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -30662512.000000 Penalty: 6183.420410
	Iteration 58Q: 3 clusters Score -3.066251e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258954 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -30662512.000000 Penalty: 6183.420410
	Iteration 59F: 3 clusters Score -3.066251e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (45037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Entering Unmasked Estep 
Score: -5360585.500000 Penalty: 2657.379395
	Iteration 0F: 2 clusters Score -5360586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -5330169.500000 Penalty: 5314.758789
	Iteration 0F: 3 clusters Score -5330170 nChanged 20568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 22328 members 
Entering Unmasked Estep 
Score: -5341463.000000 Penalty: 5314.758789
	Iteration 1F: 3 clusters Score -5341463 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22841 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -5341979.000000 Penalty: 5314.758789
	Iteration 2Q: 3 clusters Score -5341979 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -5342598.500000 Penalty: 5314.758789
	Iteration 3Q: 3 clusters Score -5342598 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -5343203.000000 Penalty: 5314.758789
	Iteration 4Q: 3 clusters Score -5343203 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 21712 members 
Entering Unmasked Estep 
Score: -5343858.000000 Penalty: 5314.758789
	Iteration 5Q: 3 clusters Score -5343858 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -5344695.000000 Penalty: 5314.758789
	Iteration 6Q: 3 clusters Score -5344695 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -5345629.500000 Penalty: 5314.758789
	Iteration 7Q: 3 clusters Score -5345630 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -5346778.000000 Penalty: 5314.758789
	Iteration 8Q: 3 clusters Score -5346778 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 19822 members 
Entering Unmasked Estep 
Score: -5348098.000000 Penalty: 5314.758789
	Iteration 9Q: 3 clusters Score -5348098 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -5349564.000000 Penalty: 5314.758789
	Iteration 10F: 3 clusters Score -5349564 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 18440 members 
Entering Unmasked Estep 
Score: -5350802.000000 Penalty: 5314.758789
	Iteration 11Q: 3 clusters Score -5350802 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27200 members 
Mstep: Class 2 contains 17837 members 
Entering Unmasked Estep 
Score: -5351677.500000 Penalty: 5314.758789
	Iteration 12Q: 3 clusters Score -5351678 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -5352153.000000 Penalty: 5314.758789
	Iteration 13Q: 3 clusters Score -5352153 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -5352482.500000 Penalty: 5314.758789
	Iteration 14Q: 3 clusters Score -5352482 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -5352694.000000 Penalty: 5314.758789
	Iteration 15Q: 3 clusters Score -5352694 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29492 members 
Mstep: Class 2 contains 15545 members 
Entering Unmasked Estep 
Score: -5352889.500000 Penalty: 5314.758789
	Iteration 16Q: 3 clusters Score -5352890 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 14972 members 
Entering Unmasked Estep 
Score: -5353030.000000 Penalty: 5314.758789
	Iteration 17Q: 3 clusters Score -5353030 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30673 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -5353236.000000 Penalty: 5314.758789
	Iteration 18Q: 3 clusters Score -5353236 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -5353453.000000 Penalty: 5314.758789
	Iteration 19Q: 3 clusters Score -5353453 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -5353669.500000 Penalty: 5314.758789
	Iteration 20F: 3 clusters Score -5353670 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -5353897.000000 Penalty: 5314.758789
	Iteration 21Q: 3 clusters Score -5353897 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -5354108.000000 Penalty: 5314.758789
	Iteration 22Q: 3 clusters Score -5354108 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33964 members 
Mstep: Class 2 contains 11073 members 
Entering Unmasked Estep 
Score: -5354368.000000 Penalty: 5314.758789
	Iteration 23Q: 3 clusters Score -5354368 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34649 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -5354586.000000 Penalty: 5314.758789
	Iteration 24Q: 3 clusters Score -5354586 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -5354773.000000 Penalty: 5314.758789
	Iteration 25Q: 3 clusters Score -5354773 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -5355020.000000 Penalty: 5314.758789
	Iteration 26Q: 3 clusters Score -5355020 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -5355285.500000 Penalty: 5314.758789
	Iteration 27Q: 3 clusters Score -5355286 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37262 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -5355545.500000 Penalty: 5314.758789
	Iteration 28Q: 3 clusters Score -5355546 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37944 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -5355828.500000 Penalty: 5314.758789
	Iteration 29Q: 3 clusters Score -5355828 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -5356079.000000 Penalty: 5314.758789
	Iteration 30Q: 3 clusters Score -5356079 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39218 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -5356325.000000 Penalty: 5314.758789
	Iteration 31Q: 3 clusters Score -5356325 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -5356574.000000 Penalty: 5314.758789
	Iteration 32Q: 3 clusters Score -5356574 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -5356774.500000 Penalty: 5314.758789
	Iteration 33Q: 3 clusters Score -5356774 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -5356984.000000 Penalty: 5314.758789
	Iteration 34Q: 3 clusters Score -5356984 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5357186.000000 Penalty: 5314.758789
	Iteration 35Q: 3 clusters Score -5357186 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5357378.500000 Penalty: 5314.758789
	Iteration 36Q: 3 clusters Score -5357378 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -5357530.500000 Penalty: 5314.758789
	Iteration 37Q: 3 clusters Score -5357530 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42262 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -5357678.000000 Penalty: 5314.758789
	Iteration 38Q: 3 clusters Score -5357678 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42529 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -5357786.500000 Penalty: 5314.758789
	Iteration 39Q: 3 clusters Score -5357786 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -5357896.500000 Penalty: 5314.758789
	Iteration 40F: 3 clusters Score -5357896 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42938 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -5357979.000000 Penalty: 5314.758789
	Iteration 41Q: 3 clusters Score -5357979 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -5358070.000000 Penalty: 5314.758789
	Iteration 42Q: 3 clusters Score -5358070 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5358112.500000 Penalty: 5314.758789
	Iteration 43Q: 3 clusters Score -5358112 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5358160.000000 Penalty: 5314.758789
	Iteration 44Q: 3 clusters Score -5358160 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43464 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -5358199.500000 Penalty: 5314.758789
	Iteration 45Q: 3 clusters Score -5358200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43548 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -5358223.500000 Penalty: 5314.758789
	Iteration 46Q: 3 clusters Score -5358224 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43620 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5358251.500000 Penalty: 5314.758789
	Iteration 47Q: 3 clusters Score -5358252 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43678 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -5358265.000000 Penalty: 5314.758789
	Iteration 48Q: 3 clusters Score -5358265 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43728 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5358276.500000 Penalty: 5314.758789
	Iteration 49Q: 3 clusters Score -5358276 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5358304.000000 Penalty: 5314.758789
	Iteration 50Q: 3 clusters Score -5358304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -5358321.500000 Penalty: 5314.758789
	Iteration 51Q: 3 clusters Score -5358322 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43833 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5358329.500000 Penalty: 5314.758789
	Iteration 52Q: 3 clusters Score -5358330 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43852 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -5358331.000000 Penalty: 5314.758789
	Iteration 53Q: 3 clusters Score -5358331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5358336.500000 Penalty: 5314.758789
	Iteration 54Q: 3 clusters Score -5358336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43877 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5358352.500000 Penalty: 5314.758789
	Iteration 55Q: 3 clusters Score -5358352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43895 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5358348.500000 Penalty: 5314.758789
	Iteration 56Q: 3 clusters Score -5358348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43909 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5358368.500000 Penalty: 5314.758789
	Iteration 57Q: 3 clusters Score -5358368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43923 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -5358371.500000 Penalty: 5314.758789
	Iteration 58Q: 3 clusters Score -5358372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43944 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -5358375.500000 Penalty: 5314.758789
	Iteration 59Q: 3 clusters Score -5358376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43964 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -5358382.000000 Penalty: 5314.758789
	Iteration 60F: 3 clusters Score -5358382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43971 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -5358382.000000 Penalty: 5314.758789
	Iteration 61Q: 3 clusters Score -5358382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43979 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5358382.500000 Penalty: 5314.758789
	Iteration 62Q: 3 clusters Score -5358382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5358387.500000 Penalty: 5314.758789
	Iteration 63Q: 3 clusters Score -5358388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5358396.000000 Penalty: 5314.758789
	Iteration 64Q: 3 clusters Score -5358396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43996 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -5358402.000000 Penalty: 5314.758789
	Iteration 65Q: 3 clusters Score -5358402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5358401.000000 Penalty: 5314.758789
	Iteration 66Q: 3 clusters Score -5358401 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5358399.000000 Penalty: 5314.758789
	Iteration 67Q: 3 clusters Score -5358399 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5358402.000000 Penalty: 5314.758789
	Iteration 68Q: 3 clusters Score -5358402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -5358398.000000 Penalty: 5314.758789
	Iteration 69Q: 3 clusters Score -5358398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44001 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -5358404.000000 Penalty: 5314.758789
	Iteration 70Q: 3 clusters Score -5358404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44003 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5358404.500000 Penalty: 5314.758789
	Iteration 71Q: 3 clusters Score -5358404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44007 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -5358405.500000 Penalty: 5314.758789
	Iteration 72Q: 3 clusters Score -5358406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44012 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -5358417.000000 Penalty: 5314.758789
	Iteration 73Q: 3 clusters Score -5358417 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44015 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -5358411.000000 Penalty: 5314.758789
	Iteration 74Q: 3 clusters Score -5358411 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44016 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -5358415.500000 Penalty: 5314.758789
	Iteration 75Q: 3 clusters Score -5358416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44021 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5358415.500000 Penalty: 5314.758789
	Iteration 76Q: 3 clusters Score -5358416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -5358417.500000 Penalty: 5314.758789
	Iteration 77Q: 3 clusters Score -5358418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5358419.500000 Penalty: 5314.758789
	Iteration 78Q: 3 clusters Score -5358420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5358418.000000 Penalty: 5314.758789
	Iteration 79Q: 3 clusters Score -5358418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44025 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -5358418.000000 Penalty: 5314.758789
	Iteration 80F: 3 clusters Score -5358418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -116397.843750 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -116397.8 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 545 members 
Entering Unmasked Estep 
Score: -114386.859375 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -114386.9 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -114691.507812 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -114691.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -114778.046875 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -114778 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -114832.992188 Penalty: 3466.252930
	Iteration 3Q: 3 clusters Score -114833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -114863.859375 Penalty: 3466.252930
	Iteration 4Q: 3 clusters Score -114863.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -114881.445312 Penalty: 3466.252930
	Iteration 5Q: 3 clusters Score -114881.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -114898.289062 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -114898.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -114905.671875 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -114905.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -114911.445312 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -114911.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -114917.750000 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -114917.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -114924.656250 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -114924.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -114928.820312 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -114928.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -114932.031250 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -114932 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -114934.218750 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -114934.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -114934.757812 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -114934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -114934.757812 Penalty: 3466.252930
	Iteration 15F: 3 clusters Score -114934.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11232 members 
Mstep: Class 3 contains 11668 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 249321 members 
Mstep: Class 6 contains 19642 members 
Mstep: Class 7 contains 6853 members 
Mstep: Class 8 contains 67277 members 
Mstep: Class 9 contains 10137 members 
Mstep: Class 10 contains 65811 members 
Mstep: Class 11 contains 14135 members 
Mstep: Class 12 contains 31120 members 
Mstep: Class 13 contains 34190 members 
Mstep: Class 14 contains 23046 members 
Mstep: Class 15 contains 3520 members 
Mstep: Class 16 contains 8797 members 
Mstep: Class 17 contains 12851 members 
Mstep: Class 18 contains 26161 members 
Mstep: Class 19 contains 12169 members 
Mstep: Class 20 contains 19303 members 
Mstep: Class 21 contains 19283 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23015 members 
Mstep: Class 25 contains 120526 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14876 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2579 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 297060 members 
Mstep: Class 32 contains 259516 members 
Mstep: Class 33 contains 45037 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592448.000000 Penalty: 119441.187500
Iteration 479Q: 35 clusters Score -1.615924e+08 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11229 members 
Mstep: Class 3 contains 11686 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 249016 members 
Mstep: Class 6 contains 19638 members 
Mstep: Class 7 contains 6844 members 
Mstep: Class 8 contains 67030 members 
Mstep: Class 9 contains 10176 members 
Mstep: Class 10 contains 65778 members 
Mstep: Class 11 contains 14142 members 
Mstep: Class 12 contains 31116 members 
Mstep: Class 13 contains 34196 members 
Mstep: Class 14 contains 23049 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 12852 members 
Mstep: Class 18 contains 26059 members 
Mstep: Class 19 contains 12169 members 
Mstep: Class 20 contains 19296 members 
Mstep: Class 21 contains 19254 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 483 members 
Mstep: Class 24 contains 23016 members 
Mstep: Class 25 contains 118776 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14866 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2578 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 296505 members 
Mstep: Class 32 contains 262541 members 
Mstep: Class 33 contains 44991 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592000.000000 Penalty: 119441.187500
Iteration 480F: 35 clusters Score -1.61592e+08 nChanged 6212
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11228 members 
Mstep: Class 3 contains 11689 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 248839 members 
Mstep: Class 6 contains 19639 members 
Mstep: Class 7 contains 6839 members 
Mstep: Class 8 contains 66808 members 
Mstep: Class 9 contains 10229 members 
Mstep: Class 10 contains 65751 members 
Mstep: Class 11 contains 14145 members 
Mstep: Class 12 contains 31120 members 
Mstep: Class 13 contains 34191 members 
Mstep: Class 14 contains 23054 members 
Mstep: Class 15 contains 3522 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 12873 members 
Mstep: Class 18 contains 25963 members 
Mstep: Class 19 contains 12169 members 
Mstep: Class 20 contains 19294 members 
Mstep: Class 21 contains 19238 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23016 members 
Mstep: Class 25 contains 117032 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14848 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 587 members 
Mstep: Class 31 contains 295828 members 
Mstep: Class 32 contains 265494 members 
Mstep: Class 33 contains 44933 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161591984.000000 Penalty: 119441.187500
Iteration 481Q: 35 clusters Score -1.61592e+08 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11236 members 
Mstep: Class 3 contains 11708 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 248721 members 
Mstep: Class 6 contains 19650 members 
Mstep: Class 7 contains 6839 members 
Mstep: Class 8 contains 66635 members 
Mstep: Class 9 contains 10274 members 
Mstep: Class 10 contains 65700 members 
Mstep: Class 11 contains 14144 members 
Mstep: Class 12 contains 31125 members 
Mstep: Class 13 contains 34194 members 
Mstep: Class 14 contains 23054 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 12872 members 
Mstep: Class 18 contains 25875 members 
Mstep: Class 19 contains 12169 members 
Mstep: Class 20 contains 19294 members 
Mstep: Class 21 contains 19200 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23015 members 
Mstep: Class 25 contains 115376 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14847 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2583 members 
Mstep: Class 30 contains 587 members 
Mstep: Class 31 contains 295065 members 
Mstep: Class 32 contains 268346 members 
Mstep: Class 33 contains 44877 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592320.000000 Penalty: 119441.187500
Iteration 482Q: 35 clusters Score -1.615923e+08 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11241 members 
Mstep: Class 3 contains 11715 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 248606 members 
Mstep: Class 6 contains 19644 members 
Mstep: Class 7 contains 6838 members 
Mstep: Class 8 contains 66478 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 65660 members 
Mstep: Class 11 contains 14147 members 
Mstep: Class 12 contains 31114 members 
Mstep: Class 13 contains 34195 members 
Mstep: Class 14 contains 23053 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 12864 members 
Mstep: Class 18 contains 25810 members 
Mstep: Class 19 contains 12169 members 
Mstep: Class 20 contains 19296 members 
Mstep: Class 21 contains 19170 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23019 members 
Mstep: Class 25 contains 113816 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14843 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2585 members 
Mstep: Class 30 contains 587 members 
Mstep: Class 31 contains 294289 members 
Mstep: Class 32 contains 271139 members 
Mstep: Class 33 contains 44814 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592432.000000 Penalty: 119441.187500
Iteration 483Q: 35 clusters Score -1.615924e+08 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11238 members 
Mstep: Class 3 contains 11730 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 248644 members 
Mstep: Class 6 contains 19635 members 
Mstep: Class 7 contains 6836 members 
Mstep: Class 8 contains 66362 members 
Mstep: Class 9 contains 10329 members 
Mstep: Class 10 contains 65599 members 
Mstep: Class 11 contains 14150 members 
Mstep: Class 12 contains 31101 members 
Mstep: Class 13 contains 34199 members 
Mstep: Class 14 contains 23042 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 12861 members 
Mstep: Class 18 contains 25753 members 
Mstep: Class 19 contains 12169 members 
Mstep: Class 20 contains 19296 members 
Mstep: Class 21 contains 19160 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23022 members 
Mstep: Class 25 contains 112280 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14834 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 587 members 
Mstep: Class 31 contains 293538 members 
Mstep: Class 32 contains 273691 members 
Mstep: Class 33 contains 44740 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592928.000000 Penalty: 119441.187500
Iteration 484Q: 35 clusters Score -1.615929e+08 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11238 members 
Mstep: Class 3 contains 11757 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 248768 members 
Mstep: Class 6 contains 19627 members 
Mstep: Class 7 contains 6834 members 
Mstep: Class 8 contains 66246 members 
Mstep: Class 9 contains 10359 members 
Mstep: Class 10 contains 65534 members 
Mstep: Class 11 contains 14143 members 
Mstep: Class 12 contains 31105 members 
Mstep: Class 13 contains 34204 members 
Mstep: Class 14 contains 23033 members 
Mstep: Class 15 contains 3533 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 12852 members 
Mstep: Class 18 contains 25712 members 
Mstep: Class 19 contains 12170 members 
Mstep: Class 20 contains 19292 members 
Mstep: Class 21 contains 19154 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23024 members 
Mstep: Class 25 contains 110752 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14847 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2586 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 292696 members 
Mstep: Class 32 contains 276191 members 
Mstep: Class 33 contains 44669 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592640.000000 Penalty: 119441.187500
Iteration 485Q: 35 clusters Score -1.615926e+08 nChanged 5270
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11242 members 
Mstep: Class 3 contains 11765 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 248972 members 
Mstep: Class 6 contains 19618 members 
Mstep: Class 7 contains 6829 members 
Mstep: Class 8 contains 66146 members 
Mstep: Class 9 contains 10397 members 
Mstep: Class 10 contains 65485 members 
Mstep: Class 11 contains 14145 members 
Mstep: Class 12 contains 31081 members 
Mstep: Class 13 contains 34213 members 
Mstep: Class 14 contains 23010 members 
Mstep: Class 15 contains 3530 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 12852 members 
Mstep: Class 18 contains 25667 members 
Mstep: Class 19 contains 12171 members 
Mstep: Class 20 contains 19287 members 
Mstep: Class 21 contains 19136 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23022 members 
Mstep: Class 25 contains 109280 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14854 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 291749 members 
Mstep: Class 32 contains 278684 members 
Mstep: Class 33 contains 44606 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592752.000000 Penalty: 119441.187500
Iteration 486Q: 35 clusters Score -1.615928e+08 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11241 members 
Mstep: Class 3 contains 11775 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 249229 members 
Mstep: Class 6 contains 19625 members 
Mstep: Class 7 contains 6825 members 
Mstep: Class 8 contains 66081 members 
Mstep: Class 9 contains 10435 members 
Mstep: Class 10 contains 65439 members 
Mstep: Class 11 contains 14141 members 
Mstep: Class 12 contains 31057 members 
Mstep: Class 13 contains 34213 members 
Mstep: Class 14 contains 23005 members 
Mstep: Class 15 contains 3530 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 12850 members 
Mstep: Class 18 contains 25614 members 
Mstep: Class 19 contains 12172 members 
Mstep: Class 20 contains 19285 members 
Mstep: Class 21 contains 19124 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23020 members 
Mstep: Class 25 contains 107858 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14852 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 290751 members 
Mstep: Class 32 contains 281066 members 
Mstep: Class 33 contains 44555 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161593104.000000 Penalty: 119441.187500
Iteration 487Q: 35 clusters Score -1.615931e+08 nChanged 4947
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11244 members 
Mstep: Class 3 contains 11795 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 249652 members 
Mstep: Class 6 contains 19619 members 
Mstep: Class 7 contains 6819 members 
Mstep: Class 8 contains 65981 members 
Mstep: Class 9 contains 10467 members 
Mstep: Class 10 contains 65404 members 
Mstep: Class 11 contains 14144 members 
Mstep: Class 12 contains 31023 members 
Mstep: Class 13 contains 34215 members 
Mstep: Class 14 contains 22995 members 
Mstep: Class 15 contains 3532 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 12845 members 
Mstep: Class 18 contains 25542 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19286 members 
Mstep: Class 21 contains 19094 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23023 members 
Mstep: Class 25 contains 106480 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14855 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2587 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 289692 members 
Mstep: Class 32 contains 283370 members 
Mstep: Class 33 contains 44496 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592800.000000 Penalty: 119441.187500
Iteration 488Q: 35 clusters Score -1.615928e+08 nChanged 4810
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 11811 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 249961 members 
Mstep: Class 6 contains 19607 members 
Mstep: Class 7 contains 6812 members 
Mstep: Class 8 contains 65871 members 
Mstep: Class 9 contains 10486 members 
Mstep: Class 10 contains 65375 members 
Mstep: Class 11 contains 14138 members 
Mstep: Class 12 contains 31008 members 
Mstep: Class 13 contains 34213 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 3531 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 12848 members 
Mstep: Class 18 contains 25515 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19279 members 
Mstep: Class 21 contains 19073 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23024 members 
Mstep: Class 25 contains 105151 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14871 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2588 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 288614 members 
Mstep: Class 32 contains 285714 members 
Mstep: Class 33 contains 44437 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592880.000000 Penalty: 119441.187500
Iteration 489Q: 35 clusters Score -1.615929e+08 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11248 members 
Mstep: Class 3 contains 11818 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 250305 members 
Mstep: Class 6 contains 19604 members 
Mstep: Class 7 contains 6801 members 
Mstep: Class 8 contains 65725 members 
Mstep: Class 9 contains 10512 members 
Mstep: Class 10 contains 65371 members 
Mstep: Class 11 contains 14141 members 
Mstep: Class 12 contains 30973 members 
Mstep: Class 13 contains 34215 members 
Mstep: Class 14 contains 22984 members 
Mstep: Class 15 contains 3533 members 
Mstep: Class 16 contains 8799 members 
Mstep: Class 17 contains 12846 members 
Mstep: Class 18 contains 25483 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19282 members 
Mstep: Class 21 contains 19049 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 103865 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14863 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2590 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 287453 members 
Mstep: Class 32 contains 288089 members 
Mstep: Class 33 contains 44382 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592496.000000 Penalty: 119441.187500
Iteration 490Q: 35 clusters Score -1.615925e+08 nChanged 4904
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11250 members 
Mstep: Class 3 contains 11827 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 250741 members 
Mstep: Class 6 contains 19606 members 
Mstep: Class 7 contains 6791 members 
Mstep: Class 8 contains 65605 members 
Mstep: Class 9 contains 10518 members 
Mstep: Class 10 contains 65363 members 
Mstep: Class 11 contains 14142 members 
Mstep: Class 12 contains 30936 members 
Mstep: Class 13 contains 34220 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 3535 members 
Mstep: Class 16 contains 8800 members 
Mstep: Class 17 contains 12850 members 
Mstep: Class 18 contains 25461 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19279 members 
Mstep: Class 21 contains 19023 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23024 members 
Mstep: Class 25 contains 102544 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14844 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2592 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 286125 members 
Mstep: Class 32 contains 290572 members 
Mstep: Class 33 contains 44323 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161592368.000000 Penalty: 119441.187500
Iteration 491Q: 35 clusters Score -1.615924e+08 nChanged 4968
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11249 members 
Mstep: Class 3 contains 11830 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 251257 members 
Mstep: Class 6 contains 19594 members 
Mstep: Class 7 contains 6783 members 
Mstep: Class 8 contains 65475 members 
Mstep: Class 9 contains 10525 members 
Mstep: Class 10 contains 65350 members 
Mstep: Class 11 contains 14152 members 
Mstep: Class 12 contains 30903 members 
Mstep: Class 13 contains 34225 members 
Mstep: Class 14 contains 22985 members 
Mstep: Class 15 contains 3535 members 
Mstep: Class 16 contains 8797 members 
Mstep: Class 17 contains 12864 members 
Mstep: Class 18 contains 25438 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19282 members 
Mstep: Class 21 contains 19005 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23021 members 
Mstep: Class 25 contains 101172 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2593 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 284729 members 
Mstep: Class 32 contains 293099 members 
Mstep: Class 33 contains 44264 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161591968.000000 Penalty: 119441.187500
Iteration 492Q: 35 clusters Score -1.61592e+08 nChanged 5181
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11249 members 
Mstep: Class 3 contains 11838 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 251995 members 
Mstep: Class 6 contains 19584 members 
Mstep: Class 7 contains 6773 members 
Mstep: Class 8 contains 65355 members 
Mstep: Class 9 contains 10534 members 
Mstep: Class 10 contains 65335 members 
Mstep: Class 11 contains 14153 members 
Mstep: Class 12 contains 30879 members 
Mstep: Class 13 contains 34226 members 
Mstep: Class 14 contains 22994 members 
Mstep: Class 15 contains 3532 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 12868 members 
Mstep: Class 18 contains 25408 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19279 members 
Mstep: Class 21 contains 18976 members 
Mstep: Class 22 contains 2188 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23021 members 
Mstep: Class 25 contains 99815 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14831 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2594 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 282950 members 
Mstep: Class 32 contains 295759 members 
Mstep: Class 33 contains 44211 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161590752.000000 Penalty: 119441.187500
Iteration 493Q: 35 clusters Score -1.615908e+08 nChanged 5755
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11247 members 
Mstep: Class 3 contains 11849 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 253248 members 
Mstep: Class 6 contains 19569 members 
Mstep: Class 7 contains 6760 members 
Mstep: Class 8 contains 65249 members 
Mstep: Class 9 contains 10562 members 
Mstep: Class 10 contains 65322 members 
Mstep: Class 11 contains 14146 members 
Mstep: Class 12 contains 30861 members 
Mstep: Class 13 contains 34236 members 
Mstep: Class 14 contains 22991 members 
Mstep: Class 15 contains 3532 members 
Mstep: Class 16 contains 8798 members 
Mstep: Class 17 contains 12869 members 
Mstep: Class 18 contains 25329 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19274 members 
Mstep: Class 21 contains 18936 members 
Mstep: Class 22 contains 2189 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23020 members 
Mstep: Class 25 contains 98511 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14829 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2598 members 
Mstep: Class 30 contains 586 members 
Mstep: Class 31 contains 280521 members 
Mstep: Class 32 contains 298530 members 
Mstep: Class 33 contains 44169 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161589840.000000 Penalty: 119441.187500
Iteration 494Q: 35 clusters Score -1.615898e+08 nChanged 7109
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 11855 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 255170 members 
Mstep: Class 6 contains 19577 members 
Mstep: Class 7 contains 6747 members 
Mstep: Class 8 contains 65160 members 
Mstep: Class 9 contains 10587 members 
Mstep: Class 10 contains 65322 members 
Mstep: Class 11 contains 14140 members 
Mstep: Class 12 contains 30849 members 
Mstep: Class 13 contains 34241 members 
Mstep: Class 14 contains 22992 members 
Mstep: Class 15 contains 3529 members 
Mstep: Class 16 contains 8794 members 
Mstep: Class 17 contains 12873 members 
Mstep: Class 18 contains 25240 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19269 members 
Mstep: Class 21 contains 18919 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23023 members 
Mstep: Class 25 contains 97236 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14809 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2600 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 277285 members 
Mstep: Class 32 contains 301347 members 
Mstep: Class 33 contains 44150 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161588000.000000 Penalty: 119441.187500
Iteration 495Q: 35 clusters Score -1.61588e+08 nChanged 9128
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11243 members 
Mstep: Class 3 contains 11848 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 257952 members 
Mstep: Class 6 contains 19587 members 
Mstep: Class 7 contains 6731 members 
Mstep: Class 8 contains 65071 members 
Mstep: Class 9 contains 10618 members 
Mstep: Class 10 contains 65330 members 
Mstep: Class 11 contains 14132 members 
Mstep: Class 12 contains 30851 members 
Mstep: Class 13 contains 34249 members 
Mstep: Class 14 contains 23016 members 
Mstep: Class 15 contains 3528 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 12871 members 
Mstep: Class 18 contains 25172 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19266 members 
Mstep: Class 21 contains 18909 members 
Mstep: Class 22 contains 2192 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23024 members 
Mstep: Class 25 contains 95979 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14800 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2601 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 273195 members 
Mstep: Class 32 contains 304015 members 
Mstep: Class 33 contains 44172 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161585408.000000 Penalty: 119441.187500
Iteration 496Q: 35 clusters Score -1.615854e+08 nChanged 10728
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11241 members 
Mstep: Class 3 contains 11846 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 261524 members 
Mstep: Class 6 contains 19604 members 
Mstep: Class 7 contains 6710 members 
Mstep: Class 8 contains 64972 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 65346 members 
Mstep: Class 11 contains 14126 members 
Mstep: Class 12 contains 30870 members 
Mstep: Class 13 contains 34252 members 
Mstep: Class 14 contains 23110 members 
Mstep: Class 15 contains 3526 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 12864 members 
Mstep: Class 18 contains 25146 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19267 members 
Mstep: Class 21 contains 18916 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23025 members 
Mstep: Class 25 contains 94717 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14808 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2602 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 268580 members 
Mstep: Class 32 contains 306214 members 
Mstep: Class 33 contains 44238 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161582864.000000 Penalty: 119441.187500
Iteration 497Q: 35 clusters Score -1.615829e+08 nChanged 11702
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11238 members 
Mstep: Class 3 contains 11855 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 265698 members 
Mstep: Class 6 contains 19611 members 
Mstep: Class 7 contains 6686 members 
Mstep: Class 8 contains 64942 members 
Mstep: Class 9 contains 10685 members 
Mstep: Class 10 contains 65358 members 
Mstep: Class 11 contains 14123 members 
Mstep: Class 12 contains 30899 members 
Mstep: Class 13 contains 34253 members 
Mstep: Class 14 contains 23216 members 
Mstep: Class 15 contains 3525 members 
Mstep: Class 16 contains 8795 members 
Mstep: Class 17 contains 12857 members 
Mstep: Class 18 contains 25194 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19273 members 
Mstep: Class 21 contains 18921 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23027 members 
Mstep: Class 25 contains 93518 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14798 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2604 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 263578 members 
Mstep: Class 32 contains 307957 members 
Mstep: Class 33 contains 44342 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161579584.000000 Penalty: 119441.187500
Iteration 498Q: 35 clusters Score -1.615796e+08 nChanged 12475
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11239 members 
Mstep: Class 3 contains 11888 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 270445 members 
Mstep: Class 6 contains 19634 members 
Mstep: Class 7 contains 6654 members 
Mstep: Class 8 contains 64893 members 
Mstep: Class 9 contains 10713 members 
Mstep: Class 10 contains 65369 members 
Mstep: Class 11 contains 14128 members 
Mstep: Class 12 contains 30955 members 
Mstep: Class 13 contains 34258 members 
Mstep: Class 14 contains 23318 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 12844 members 
Mstep: Class 18 contains 25279 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19283 members 
Mstep: Class 21 contains 18937 members 
Mstep: Class 22 contains 2192 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23022 members 
Mstep: Class 25 contains 92259 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14811 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2604 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 258607 members 
Mstep: Class 32 contains 309024 members 
Mstep: Class 33 contains 44475 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161576416.000000 Penalty: 119441.187500
Iteration 499Q: 35 clusters Score -1.615764e+08 nChanged 12442
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 11230 members 
Mstep: Class 3 contains 11916 members 
Mstep: Class 4 contains 477 members 
Mstep: Class 5 contains 275302 members 
Mstep: Class 6 contains 19650 members 
Mstep: Class 7 contains 6619 members 
Mstep: Class 8 contains 64868 members 
Mstep: Class 9 contains 10746 members 
Mstep: Class 10 contains 65373 members 
Mstep: Class 11 contains 14133 members 
Mstep: Class 12 contains 31033 members 
Mstep: Class 13 contains 34269 members 
Mstep: Class 14 contains 23437 members 
Mstep: Class 15 contains 3523 members 
Mstep: Class 16 contains 8793 members 
Mstep: Class 17 contains 12833 members 
Mstep: Class 18 contains 25335 members 
Mstep: Class 19 contains 12173 members 
Mstep: Class 20 contains 19287 members 
Mstep: Class 21 contains 18947 members 
Mstep: Class 22 contains 2192 members 
Mstep: Class 23 contains 484 members 
Mstep: Class 24 contains 23023 members 
Mstep: Class 25 contains 91112 members 
Mstep: Class 26 contains 1875 members 
Mstep: Class 27 contains 14832 members 
Mstep: Class 28 contains 2031 members 
Mstep: Class 29 contains 2606 members 
Mstep: Class 30 contains 585 members 
Mstep: Class 31 contains 253751 members 
Mstep: Class 32 contains 309719 members 
Mstep: Class 33 contains 44618 members 
Mstep: Class 34 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161575152.000000 Penalty: 119441.187500
Iteration 500F: 35 clusters Score -1.615752e+08 nChanged 12375
Maximum iterations exceeded
--- Evaluating fit on full set of 4255994 points ---
Entering Unmasked Estep 
Score: -496735872.000000 Penalty: 128704.687500
22->35 Clusters: Score -496735872.000000, best is -496574624.000000
THE BEST YET!

Starting from 23 clusters...
Entering ConstructFrom: 
--- Running on subset of 1418664 points ---
Entering CEM 
Assigned 23 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64406 members 
Mstep: Class 2 contains 64772 members 
Mstep: Class 3 contains 64314 members 
Mstep: Class 4 contains 64574 members 
Mstep: Class 5 contains 63919 members 
Mstep: Class 6 contains 64331 members 
Mstep: Class 7 contains 64373 members 
Mstep: Class 8 contains 64599 members 
Mstep: Class 9 contains 64285 members 
Mstep: Class 10 contains 64269 members 
Mstep: Class 11 contains 65037 members 
Mstep: Class 12 contains 64392 members 
Mstep: Class 13 contains 64654 members 
Mstep: Class 14 contains 64300 members 
Mstep: Class 15 contains 64565 members 
Mstep: Class 16 contains 64752 members 
Mstep: Class 17 contains 64488 members 
Mstep: Class 18 contains 64307 members 
Mstep: Class 19 contains 64830 members 
Mstep: Class 20 contains 64274 members 
Mstep: Class 21 contains 64572 members 
Mstep: Class 22 contains 64651 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 7. Lose 711.122681 but Gain 3512.976562
Score: -152898992.000000 Penalty: 73772.500000
Iteration 0F: 22 clusters Score -1.52899e+08 nChanged 1349580
Entering Unmasked Mstep 
Mstep: Class 0 contains 6996 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 27672 members 
Mstep: Class 3 contains 25588 members 
Mstep: Class 4 contains 17777 members 
Mstep: Class 5 contains 11015 members 
Mstep: Class 6 contains 59957 members 
Mstep: Class 8 contains 113750 members 
Mstep: Class 9 contains 60818 members 
Mstep: Class 10 contains 27061 members 
Mstep: Class 11 contains 18874 members 
Mstep: Class 12 contains 19658 members 
Mstep: Class 13 contains 199318 members 
Mstep: Class 14 contains 23720 members 
Mstep: Class 15 contains 19312 members 
Mstep: Class 16 contains 22992 members 
Mstep: Class 17 contains 36160 members 
Mstep: Class 18 contains 123614 members 
Mstep: Class 19 contains 144362 members 
Mstep: Class 20 contains 388601 members 
Mstep: Class 21 contains 17410 members 
Mstep: Class 22 contains 14476 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -159023776.000000 Penalty: 73772.500000
Iteration 1F: 22 clusters Score -1.590238e+08 nChanged 558648
Entering Unmasked Mstep 
Mstep: Class 0 contains 3020 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 15485 members 
Mstep: Class 3 contains 11743 members 
Mstep: Class 4 contains 13039 members 
Mstep: Class 5 contains 6265 members 
Mstep: Class 6 contains 43747 members 
Mstep: Class 8 contains 129985 members 
Mstep: Class 9 contains 58933 members 
Mstep: Class 10 contains 11094 members 
Mstep: Class 11 contains 5201 members 
Mstep: Class 12 contains 12234 members 
Mstep: Class 13 contains 273221 members 
Mstep: Class 14 contains 7013 members 
Mstep: Class 15 contains 9332 members 
Mstep: Class 16 contains 13705 members 
Mstep: Class 17 contains 14315 members 
Mstep: Class 18 contains 122964 members 
Mstep: Class 19 contains 73138 members 
Mstep: Class 20 contains 522401 members 
Mstep: Class 21 contains 4428 members 
Mstep: Class 22 contains 41420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 1333.448975 but Gain 3512.976562
Score: -159936736.000000 Penalty: 70259.523438
Iteration 2F: 21 clusters Score -1.599367e+08 nChanged 313370
Entering Unmasked Mstep 
Mstep: Class 0 contains 1623 members 
Mstep: Class 1 contains 32849 members 
Mstep: Class 2 contains 10647 members 
Mstep: Class 3 contains 6765 members 
Mstep: Class 4 contains 11852 members 
Mstep: Class 5 contains 3847 members 
Mstep: Class 6 contains 43237 members 
Mstep: Class 8 contains 139737 members 
Mstep: Class 9 contains 83358 members 
Mstep: Class 10 contains 8941 members 
Mstep: Class 11 contains 1908 members 
Mstep: Class 12 contains 12951 members 
Mstep: Class 13 contains 376871 members 
Mstep: Class 14 contains 3152 members 
Mstep: Class 15 contains 10234 members 
Mstep: Class 16 contains 11948 members 
Mstep: Class 17 contains 6821 members 
Mstep: Class 18 contains 133086 members 
Mstep: Class 19 contains 58712 members 
Mstep: Class 20 contains 420820 members 
Mstep: Class 22 contains 39305 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 1175.843384 but Gain 3512.976562
Score: -160278128.000000 Penalty: 66746.546875
Iteration 3F: 20 clusters Score -1.602781e+08 nChanged 255830
Entering Unmasked Mstep 
Mstep: Class 0 contains 589 members 
Mstep: Class 1 contains 38578 members 
Mstep: Class 2 contains 7207 members 
Mstep: Class 3 contains 4406 members 
Mstep: Class 4 contains 7930 members 
Mstep: Class 5 contains 3239 members 
Mstep: Class 6 contains 47393 members 
Mstep: Class 8 contains 153095 members 
Mstep: Class 9 contains 99987 members 
Mstep: Class 10 contains 7554 members 
Mstep: Class 12 contains 16641 members 
Mstep: Class 13 contains 420051 members 
Mstep: Class 14 contains 1776 members 
Mstep: Class 15 contains 10085 members 
Mstep: Class 16 contains 11017 members 
Mstep: Class 17 contains 4074 members 
Mstep: Class 18 contains 151443 members 
Mstep: Class 19 contains 55484 members 
Mstep: Class 20 contains 342848 members 
Mstep: Class 22 contains 35267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 1855.325928 but Gain 3512.976562
Score: -160540992.000000 Penalty: 63233.570312
Iteration 4F: 19 clusters Score -1.60541e+08 nChanged 208923
Entering Unmasked Mstep 
Mstep: Class 0 contains 253 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 5009 members 
Mstep: Class 3 contains 3182 members 
Mstep: Class 4 contains 4215 members 
Mstep: Class 5 contains 3271 members 
Mstep: Class 6 contains 51924 members 
Mstep: Class 8 contains 170235 members 
Mstep: Class 9 contains 111303 members 
Mstep: Class 10 contains 6263 members 
Mstep: Class 12 contains 20216 members 
Mstep: Class 13 contains 353616 members 
Mstep: Class 15 contains 8801 members 
Mstep: Class 16 contains 10094 members 
Mstep: Class 17 contains 3010 members 
Mstep: Class 18 contains 173961 members 
Mstep: Class 19 contains 54125 members 
Mstep: Class 20 contains 366082 members 
Mstep: Class 22 contains 33220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 2813.056152 but Gain 3512.976562
Score: -160734640.000000 Penalty: 59720.593750
Iteration 5F: 18 clusters Score -1.607346e+08 nChanged 156939
Entering Unmasked Mstep 
Mstep: Class 0 contains 162 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 3456 members 
Mstep: Class 4 contains 2972 members 
Mstep: Class 5 contains 3373 members 
Mstep: Class 6 contains 56956 members 
Mstep: Class 8 contains 185859 members 
Mstep: Class 9 contains 111251 members 
Mstep: Class 10 contains 5523 members 
Mstep: Class 12 contains 23021 members 
Mstep: Class 13 contains 351371 members 
Mstep: Class 15 contains 7741 members 
Mstep: Class 16 contains 9725 members 
Mstep: Class 17 contains 2593 members 
Mstep: Class 18 contains 194717 members 
Mstep: Class 19 contains 52732 members 
Mstep: Class 20 contains 336085 members 
Mstep: Class 22 contains 31424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 2870.557373 but Gain 3512.976562
Score: -160890320.000000 Penalty: 56207.617188
Iteration 6F: 17 clusters Score -1.608903e+08 nChanged 138459
Entering Unmasked Mstep 
Mstep: Class 0 contains 95 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 4 contains 2741 members 
Mstep: Class 5 contains 3452 members 
Mstep: Class 6 contains 58669 members 
Mstep: Class 8 contains 200100 members 
Mstep: Class 9 contains 108727 members 
Mstep: Class 10 contains 4997 members 
Mstep: Class 12 contains 25177 members 
Mstep: Class 13 contains 342099 members 
Mstep: Class 15 contains 7333 members 
Mstep: Class 16 contains 8921 members 
Mstep: Class 17 contains 2608 members 
Mstep: Class 18 contains 212630 members 
Mstep: Class 19 contains 50587 members 
Mstep: Class 20 contains 321868 members 
Mstep: Class 22 contains 29982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161006736.000000 Penalty: 56207.617188
Iteration 7F: 17 clusters Score -1.610067e+08 nChanged 124428
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 3514 members 
Mstep: Class 6 contains 57805 members 
Mstep: Class 8 contains 214696 members 
Mstep: Class 9 contains 104099 members 
Mstep: Class 10 contains 4750 members 
Mstep: Class 12 contains 26929 members 
Mstep: Class 13 contains 332838 members 
Mstep: Class 15 contains 7658 members 
Mstep: Class 16 contains 8157 members 
Mstep: Class 17 contains 2966 members 
Mstep: Class 18 contains 227759 members 
Mstep: Class 19 contains 48048 members 
Mstep: Class 20 contains 310146 members 
Mstep: Class 22 contains 28922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161093760.000000 Penalty: 56207.617188
Iteration 8F: 17 clusters Score -1.610938e+08 nChanged 114513
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3548 members 
Mstep: Class 6 contains 55444 members 
Mstep: Class 8 contains 232331 members 
Mstep: Class 9 contains 99838 members 
Mstep: Class 10 contains 4715 members 
Mstep: Class 12 contains 28364 members 
Mstep: Class 13 contains 324750 members 
Mstep: Class 15 contains 8471 members 
Mstep: Class 16 contains 7651 members 
Mstep: Class 17 contains 3448 members 
Mstep: Class 18 contains 238776 members 
Mstep: Class 19 contains 46017 members 
Mstep: Class 20 contains 298360 members 
Mstep: Class 22 contains 28007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161169024.000000 Penalty: 56207.617188
Iteration 9F: 17 clusters Score -1.61169e+08 nChanged 103679
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3558 members 
Mstep: Class 6 contains 52573 members 
Mstep: Class 8 contains 253853 members 
Mstep: Class 9 contains 96485 members 
Mstep: Class 10 contains 5028 members 
Mstep: Class 12 contains 29489 members 
Mstep: Class 13 contains 315111 members 
Mstep: Class 15 contains 9655 members 
Mstep: Class 16 contains 7509 members 
Mstep: Class 17 contains 3886 members 
Mstep: Class 18 contains 244576 members 
Mstep: Class 19 contains 44480 members 
Mstep: Class 20 contains 288157 members 
Mstep: Class 22 contains 27113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161227760.000000 Penalty: 56207.617188
Iteration 10F: 17 clusters Score -1.612278e+08 nChanged 89536
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3585 members 
Mstep: Class 6 contains 49998 members 
Mstep: Class 8 contains 278033 members 
Mstep: Class 9 contains 93726 members 
Mstep: Class 10 contains 5753 members 
Mstep: Class 12 contains 30341 members 
Mstep: Class 13 contains 306616 members 
Mstep: Class 15 contains 11115 members 
Mstep: Class 16 contains 7820 members 
Mstep: Class 17 contains 4222 members 
Mstep: Class 18 contains 245383 members 
Mstep: Class 19 contains 43302 members 
Mstep: Class 20 contains 277183 members 
Mstep: Class 22 contains 26067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161269888.000000 Penalty: 56207.617188
Iteration 11F: 17 clusters Score -1.612699e+08 nChanged 73442
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 3598 members 
Mstep: Class 6 contains 47980 members 
Mstep: Class 8 contains 301044 members 
Mstep: Class 9 contains 91524 members 
Mstep: Class 10 contains 6914 members 
Mstep: Class 12 contains 30986 members 
Mstep: Class 13 contains 300794 members 
Mstep: Class 15 contains 12598 members 
Mstep: Class 16 contains 8660 members 
Mstep: Class 17 contains 4525 members 
Mstep: Class 18 contains 243296 members 
Mstep: Class 19 contains 42395 members 
Mstep: Class 20 contains 265419 members 
Mstep: Class 22 contains 24733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161301376.000000 Penalty: 56207.617188
Iteration 12F: 17 clusters Score -1.613014e+08 nChanged 65681
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30716 members 
Mstep: Class 4 contains 2772 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 46392 members 
Mstep: Class 8 contains 328759 members 
Mstep: Class 9 contains 90354 members 
Mstep: Class 10 contains 8275 members 
Mstep: Class 12 contains 31467 members 
Mstep: Class 13 contains 291400 members 
Mstep: Class 15 contains 13968 members 
Mstep: Class 16 contains 9950 members 
Mstep: Class 17 contains 4759 members 
Mstep: Class 18 contains 238585 members 
Mstep: Class 19 contains 41861 members 
Mstep: Class 20 contains 252700 members 
Mstep: Class 22 contains 23082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300784.000000 Penalty: 56207.617188
Iteration 13Q: 17 clusters Score -1.613008e+08 nChanged 91298
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30627 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 45810 members 
Mstep: Class 8 contains 372322 members 
Mstep: Class 9 contains 91062 members 
Mstep: Class 10 contains 9805 members 
Mstep: Class 12 contains 31825 members 
Mstep: Class 13 contains 264465 members 
Mstep: Class 15 contains 15114 members 
Mstep: Class 16 contains 11483 members 
Mstep: Class 17 contains 4911 members 
Mstep: Class 18 contains 233695 members 
Mstep: Class 19 contains 41495 members 
Mstep: Class 20 contains 238371 members 
Mstep: Class 22 contains 21301 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161223200.000000 Penalty: 56207.617188
Iteration 14F: 17 clusters Score -1.612232e+08 nChanged 109488
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 30776 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 46858 members 
Mstep: Class 8 contains 404140 members 
Mstep: Class 9 contains 94310 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 12 contains 32273 members 
Mstep: Class 13 contains 228982 members 
Mstep: Class 15 contains 16110 members 
Mstep: Class 16 contains 13184 members 
Mstep: Class 17 contains 5018 members 
Mstep: Class 18 contains 239303 members 
Mstep: Class 19 contains 41323 members 
Mstep: Class 20 contains 228963 members 
Mstep: Class 22 contains 19617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161172224.000000 Penalty: 56207.617188
Iteration 15F: 17 clusters Score -1.611722e+08 nChanged 90394
Entering Unmasked Mstep 
Mstep: Class 0 contains 20 members 
Mstep: Class 1 contains 31170 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3588 members 
Mstep: Class 6 contains 48535 members 
Mstep: Class 8 contains 398386 members 
Mstep: Class 9 contains 98116 members 
Mstep: Class 10 contains 12959 members 
Mstep: Class 12 contains 32661 members 
Mstep: Class 13 contains 213958 members 
Mstep: Class 15 contains 16973 members 
Mstep: Class 16 contains 15269 members 
Mstep: Class 17 contains 5070 members 
Mstep: Class 18 contains 252518 members 
Mstep: Class 19 contains 41229 members 
Mstep: Class 20 contains 227360 members 
Mstep: Class 22 contains 18082 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161189104.000000 Penalty: 56207.617188
Iteration 16F: 17 clusters Score -1.611891e+08 nChanged 66576
Entering Unmasked Mstep 
Mstep: Class 0 contains 19 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 49726 members 
Mstep: Class 8 contains 380720 members 
Mstep: Class 9 contains 100169 members 
Mstep: Class 10 contains 14062 members 
Mstep: Class 12 contains 33080 members 
Mstep: Class 13 contains 211083 members 
Mstep: Class 15 contains 17622 members 
Mstep: Class 16 contains 17393 members 
Mstep: Class 17 contains 5054 members 
Mstep: Class 18 contains 265403 members 
Mstep: Class 19 contains 41066 members 
Mstep: Class 20 contains 228579 members 
Mstep: Class 22 contains 16739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161224000.000000 Penalty: 56207.617188
Iteration 17Q: 17 clusters Score -1.61224e+08 nChanged 52476
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3613 members 
Mstep: Class 6 contains 50506 members 
Mstep: Class 8 contains 363390 members 
Mstep: Class 9 contains 100428 members 
Mstep: Class 10 contains 14875 members 
Mstep: Class 12 contains 33384 members 
Mstep: Class 13 contains 213038 members 
Mstep: Class 15 contains 18123 members 
Mstep: Class 16 contains 19540 members 
Mstep: Class 17 contains 4979 members 
Mstep: Class 18 contains 275541 members 
Mstep: Class 19 contains 40780 members 
Mstep: Class 20 contains 230168 members 
Mstep: Class 22 contains 15624 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161258640.000000 Penalty: 56207.617188
Iteration 18Q: 17 clusters Score -1.612586e+08 nChanged 42441
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32096 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 3611 members 
Mstep: Class 6 contains 50969 members 
Mstep: Class 8 contains 349884 members 
Mstep: Class 9 contains 99582 members 
Mstep: Class 10 contains 15421 members 
Mstep: Class 12 contains 33735 members 
Mstep: Class 13 contains 217167 members 
Mstep: Class 15 contains 18504 members 
Mstep: Class 16 contains 21485 members 
Mstep: Class 17 contains 4911 members 
Mstep: Class 18 contains 282243 members 
Mstep: Class 19 contains 40422 members 
Mstep: Class 20 contains 231153 members 
Mstep: Class 22 contains 14692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161285184.000000 Penalty: 56207.617188
Iteration 19Q: 17 clusters Score -1.612852e+08 nChanged 34748
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32197 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 51196 members 
Mstep: Class 8 contains 339815 members 
Mstep: Class 9 contains 98292 members 
Mstep: Class 10 contains 15749 members 
Mstep: Class 12 contains 34063 members 
Mstep: Class 13 contains 221798 members 
Mstep: Class 15 contains 18859 members 
Mstep: Class 16 contains 23423 members 
Mstep: Class 17 contains 4832 members 
Mstep: Class 18 contains 286093 members 
Mstep: Class 19 contains 40113 members 
Mstep: Class 20 contains 231882 members 
Mstep: Class 22 contains 13955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161302720.000000 Penalty: 56207.617188
Iteration 20F: 17 clusters Score -1.613027e+08 nChanged 29120
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3600 members 
Mstep: Class 6 contains 51288 members 
Mstep: Class 8 contains 332588 members 
Mstep: Class 9 contains 96903 members 
Mstep: Class 10 contains 15910 members 
Mstep: Class 12 contains 34366 members 
Mstep: Class 13 contains 226343 members 
Mstep: Class 15 contains 19143 members 
Mstep: Class 16 contains 25288 members 
Mstep: Class 17 contains 4755 members 
Mstep: Class 18 contains 287850 members 
Mstep: Class 19 contains 39892 members 
Mstep: Class 20 contains 232386 members 
Mstep: Class 22 contains 13363 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313856.000000 Penalty: 56207.617188
Iteration 21Q: 17 clusters Score -1.613139e+08 nChanged 25374
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32237 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 3605 members 
Mstep: Class 6 contains 51308 members 
Mstep: Class 8 contains 327163 members 
Mstep: Class 9 contains 95598 members 
Mstep: Class 10 contains 15996 members 
Mstep: Class 12 contains 34614 members 
Mstep: Class 13 contains 230580 members 
Mstep: Class 15 contains 19372 members 
Mstep: Class 16 contains 27134 members 
Mstep: Class 17 contains 4681 members 
Mstep: Class 18 contains 288172 members 
Mstep: Class 19 contains 39696 members 
Mstep: Class 20 contains 232871 members 
Mstep: Class 22 contains 12850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161319792.000000 Penalty: 56207.617188
Iteration 22Q: 17 clusters Score -1.613198e+08 nChanged 23152
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32256 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3604 members 
Mstep: Class 6 contains 51389 members 
Mstep: Class 8 contains 322666 members 
Mstep: Class 9 contains 94527 members 
Mstep: Class 10 contains 16014 members 
Mstep: Class 12 contains 34848 members 
Mstep: Class 13 contains 234421 members 
Mstep: Class 15 contains 19543 members 
Mstep: Class 16 contains 28868 members 
Mstep: Class 17 contains 4615 members 
Mstep: Class 18 contains 287748 members 
Mstep: Class 19 contains 39566 members 
Mstep: Class 20 contains 233405 members 
Mstep: Class 22 contains 12406 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161325712.000000 Penalty: 56207.617188
Iteration 23Q: 17 clusters Score -1.613257e+08 nChanged 21364
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32293 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 3607 members 
Mstep: Class 6 contains 51676 members 
Mstep: Class 8 contains 318983 members 
Mstep: Class 9 contains 93602 members 
Mstep: Class 10 contains 15978 members 
Mstep: Class 12 contains 35008 members 
Mstep: Class 13 contains 237834 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 30511 members 
Mstep: Class 17 contains 4574 members 
Mstep: Class 18 contains 286628 members 
Mstep: Class 19 contains 39464 members 
Mstep: Class 20 contains 234022 members 
Mstep: Class 22 contains 12007 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161330992.000000 Penalty: 56207.617188
Iteration 24Q: 17 clusters Score -1.61331e+08 nChanged 20275
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 52088 members 
Mstep: Class 8 contains 316102 members 
Mstep: Class 9 contains 92819 members 
Mstep: Class 10 contains 15850 members 
Mstep: Class 12 contains 35170 members 
Mstep: Class 13 contains 240921 members 
Mstep: Class 15 contains 19852 members 
Mstep: Class 16 contains 32197 members 
Mstep: Class 17 contains 4543 members 
Mstep: Class 18 contains 284728 members 
Mstep: Class 19 contains 39355 members 
Mstep: Class 20 contains 234699 members 
Mstep: Class 22 contains 11683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333536.000000 Penalty: 56207.617188
Iteration 25Q: 17 clusters Score -1.613335e+08 nChanged 19164
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32217 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 3608 members 
Mstep: Class 6 contains 52629 members 
Mstep: Class 8 contains 313479 members 
Mstep: Class 9 contains 92149 members 
Mstep: Class 10 contains 15740 members 
Mstep: Class 12 contains 35284 members 
Mstep: Class 13 contains 243727 members 
Mstep: Class 15 contains 19994 members 
Mstep: Class 16 contains 33854 members 
Mstep: Class 17 contains 4478 members 
Mstep: Class 18 contains 282553 members 
Mstep: Class 19 contains 39284 members 
Mstep: Class 20 contains 235476 members 
Mstep: Class 22 contains 11405 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335824.000000 Penalty: 56207.617188
Iteration 26Q: 17 clusters Score -1.613358e+08 nChanged 18293
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32165 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 3602 members 
Mstep: Class 6 contains 53268 members 
Mstep: Class 8 contains 311257 members 
Mstep: Class 9 contains 91438 members 
Mstep: Class 10 contains 15600 members 
Mstep: Class 12 contains 35351 members 
Mstep: Class 13 contains 246286 members 
Mstep: Class 15 contains 20102 members 
Mstep: Class 16 contains 35577 members 
Mstep: Class 17 contains 4404 members 
Mstep: Class 18 contains 280010 members 
Mstep: Class 19 contains 39232 members 
Mstep: Class 20 contains 236395 members 
Mstep: Class 22 contains 11190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335888.000000 Penalty: 56207.617188
Iteration 27Q: 17 clusters Score -1.613359e+08 nChanged 17651
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 32084 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 53905 members 
Mstep: Class 8 contains 309356 members 
Mstep: Class 9 contains 90783 members 
Mstep: Class 10 contains 15436 members 
Mstep: Class 12 contains 35379 members 
Mstep: Class 13 contains 248321 members 
Mstep: Class 15 contains 20220 members 
Mstep: Class 16 contains 37380 members 
Mstep: Class 17 contains 4354 members 
Mstep: Class 18 contains 277388 members 
Mstep: Class 19 contains 39187 members 
Mstep: Class 20 contains 237471 members 
Mstep: Class 22 contains 11023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161337264.000000 Penalty: 56207.617188
Iteration 28Q: 17 clusters Score -1.613373e+08 nChanged 17252
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31978 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 54603 members 
Mstep: Class 8 contains 307436 members 
Mstep: Class 9 contains 90152 members 
Mstep: Class 10 contains 15262 members 
Mstep: Class 12 contains 35441 members 
Mstep: Class 13 contains 250112 members 
Mstep: Class 15 contains 20285 members 
Mstep: Class 16 contains 39247 members 
Mstep: Class 17 contains 4312 members 
Mstep: Class 18 contains 274753 members 
Mstep: Class 19 contains 39144 members 
Mstep: Class 20 contains 238676 members 
Mstep: Class 22 contains 10886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338672.000000 Penalty: 56207.617188
Iteration 29Q: 17 clusters Score -1.613387e+08 nChanged 17207
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 3586 members 
Mstep: Class 6 contains 55476 members 
Mstep: Class 8 contains 305695 members 
Mstep: Class 9 contains 89492 members 
Mstep: Class 10 contains 15057 members 
Mstep: Class 12 contains 35467 members 
Mstep: Class 13 contains 251554 members 
Mstep: Class 15 contains 20373 members 
Mstep: Class 16 contains 41177 members 
Mstep: Class 17 contains 4280 members 
Mstep: Class 18 contains 272009 members 
Mstep: Class 19 contains 39082 members 
Mstep: Class 20 contains 239995 members 
Mstep: Class 22 contains 10769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338784.000000 Penalty: 56207.617188
Iteration 30Q: 17 clusters Score -1.613388e+08 nChanged 16836
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 4 contains 2769 members 
Mstep: Class 5 contains 3593 members 
Mstep: Class 6 contains 56361 members 
Mstep: Class 8 contains 304285 members 
Mstep: Class 9 contains 88921 members 
Mstep: Class 10 contains 14840 members 
Mstep: Class 12 contains 35498 members 
Mstep: Class 13 contains 252487 members 
Mstep: Class 15 contains 20445 members 
Mstep: Class 16 contains 43141 members 
Mstep: Class 17 contains 4245 members 
Mstep: Class 18 contains 269138 members 
Mstep: Class 19 contains 39033 members 
Mstep: Class 20 contains 241464 members 
Mstep: Class 22 contains 10673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161339472.000000 Penalty: 56207.617188
Iteration 31Q: 17 clusters Score -1.613395e+08 nChanged 16371
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3597 members 
Mstep: Class 6 contains 57306 members 
Mstep: Class 8 contains 303162 members 
Mstep: Class 9 contains 88337 members 
Mstep: Class 10 contains 14656 members 
Mstep: Class 12 contains 35511 members 
Mstep: Class 13 contains 252966 members 
Mstep: Class 15 contains 20489 members 
Mstep: Class 16 contains 45122 members 
Mstep: Class 17 contains 4205 members 
Mstep: Class 18 contains 266257 members 
Mstep: Class 19 contains 38969 members 
Mstep: Class 20 contains 243023 members 
Mstep: Class 22 contains 10587 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340464.000000 Penalty: 56207.617188
Iteration 32Q: 17 clusters Score -1.613405e+08 nChanged 15503
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3594 members 
Mstep: Class 6 contains 58325 members 
Mstep: Class 8 contains 302422 members 
Mstep: Class 9 contains 87794 members 
Mstep: Class 10 contains 14463 members 
Mstep: Class 12 contains 35523 members 
Mstep: Class 13 contains 252892 members 
Mstep: Class 15 contains 20521 members 
Mstep: Class 16 contains 47068 members 
Mstep: Class 17 contains 4169 members 
Mstep: Class 18 contains 263541 members 
Mstep: Class 19 contains 38894 members 
Mstep: Class 20 contains 244501 members 
Mstep: Class 22 contains 10507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340144.000000 Penalty: 56207.617188
Iteration 33Q: 17 clusters Score -1.613401e+08 nChanged 14924
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 59385 members 
Mstep: Class 8 contains 301851 members 
Mstep: Class 9 contains 87265 members 
Mstep: Class 10 contains 14312 members 
Mstep: Class 12 contains 35536 members 
Mstep: Class 13 contains 252405 members 
Mstep: Class 15 contains 20545 members 
Mstep: Class 16 contains 49008 members 
Mstep: Class 17 contains 4133 members 
Mstep: Class 18 contains 260932 members 
Mstep: Class 19 contains 38824 members 
Mstep: Class 20 contains 246037 members 
Mstep: Class 22 contains 10449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341088.000000 Penalty: 56207.617188
Iteration 34Q: 17 clusters Score -1.613411e+08 nChanged 14544
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3594 members 
Mstep: Class 6 contains 60498 members 
Mstep: Class 8 contains 301466 members 
Mstep: Class 9 contains 86746 members 
Mstep: Class 10 contains 14206 members 
Mstep: Class 12 contains 35533 members 
Mstep: Class 13 contains 251521 members 
Mstep: Class 15 contains 20570 members 
Mstep: Class 16 contains 50971 members 
Mstep: Class 17 contains 4089 members 
Mstep: Class 18 contains 258522 members 
Mstep: Class 19 contains 38771 members 
Mstep: Class 20 contains 247445 members 
Mstep: Class 22 contains 10398 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340816.000000 Penalty: 56207.617188
Iteration 35Q: 17 clusters Score -1.613408e+08 nChanged 14123
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31495 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3590 members 
Mstep: Class 6 contains 61698 members 
Mstep: Class 8 contains 301004 members 
Mstep: Class 9 contains 86282 members 
Mstep: Class 10 contains 14111 members 
Mstep: Class 12 contains 35524 members 
Mstep: Class 13 contains 250206 members 
Mstep: Class 15 contains 20601 members 
Mstep: Class 16 contains 52987 members 
Mstep: Class 17 contains 4060 members 
Mstep: Class 18 contains 256347 members 
Mstep: Class 19 contains 38738 members 
Mstep: Class 20 contains 248881 members 
Mstep: Class 22 contains 10352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161341296.000000 Penalty: 56207.617188
Iteration 36Q: 17 clusters Score -1.613413e+08 nChanged 14017
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3584 members 
Mstep: Class 6 contains 63038 members 
Mstep: Class 8 contains 300685 members 
Mstep: Class 9 contains 85884 members 
Mstep: Class 10 contains 14044 members 
Mstep: Class 12 contains 35546 members 
Mstep: Class 13 contains 248330 members 
Mstep: Class 15 contains 20626 members 
Mstep: Class 16 contains 55047 members 
Mstep: Class 17 contains 4029 members 
Mstep: Class 18 contains 254452 members 
Mstep: Class 19 contains 38673 members 
Mstep: Class 20 contains 250195 members 
Mstep: Class 22 contains 10314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340992.000000 Penalty: 56207.617188
Iteration 37Q: 17 clusters Score -1.61341e+08 nChanged 13730
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 4 contains 2770 members 
Mstep: Class 5 contains 3579 members 
Mstep: Class 6 contains 64413 members 
Mstep: Class 8 contains 300325 members 
Mstep: Class 9 contains 85542 members 
Mstep: Class 10 contains 14002 members 
Mstep: Class 12 contains 35560 members 
Mstep: Class 13 contains 246108 members 
Mstep: Class 15 contains 20629 members 
Mstep: Class 16 contains 57099 members 
Mstep: Class 17 contains 4000 members 
Mstep: Class 18 contains 252817 members 
Mstep: Class 19 contains 38656 members 
Mstep: Class 20 contains 251493 members 
Mstep: Class 22 contains 10276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161340640.000000 Penalty: 56207.617188
Iteration 38Q: 17 clusters Score -1.613406e+08 nChanged 13299
Entering ConstructFrom: 
Score: -161340640.000000 Penalty: 56207.617188
Entering ConstructFrom: 
Trying to split cluster 1 (31337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31337 members 
Entering Unmasked Estep 
Score: -3076212.250000 Penalty: 2567.433594
	Iteration 0F: 2 clusters Score -3076212 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -3054809.000000 Penalty: 5134.867188
	Iteration 0F: 3 clusters Score -3054809 nChanged 14194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -3063213.500000 Penalty: 5134.867188
	Iteration 1F: 3 clusters Score -3063214 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3064655.250000 Penalty: 5134.867188
	Iteration 2F: 3 clusters Score -3064655 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3066517.500000 Penalty: 5134.867188
	Iteration 3F: 3 clusters Score -3066518 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -3068737.000000 Penalty: 5134.867188
	Iteration 4F: 3 clusters Score -3068737 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3071028.500000 Penalty: 5134.867188
	Iteration 5F: 3 clusters Score -3071028 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -3072830.000000 Penalty: 5134.867188
	Iteration 6F: 3 clusters Score -3072830 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -3074022.500000 Penalty: 5134.867188
	Iteration 7F: 3 clusters Score -3074022 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -3074800.500000 Penalty: 5134.867188
	Iteration 8Q: 3 clusters Score -3074800 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 11517 members 
Entering Unmasked Estep 
Score: -3075336.000000 Penalty: 5134.867188
	Iteration 9Q: 3 clusters Score -3075336 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20228 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -3075765.500000 Penalty: 5134.867188
	Iteration 10Q: 3 clusters Score -3075766 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -3076133.250000 Penalty: 5134.867188
	Iteration 11Q: 3 clusters Score -3076133 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -3076492.750000 Penalty: 5134.867188
	Iteration 12Q: 3 clusters Score -3076493 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -3076840.500000 Penalty: 5134.867188
	Iteration 13Q: 3 clusters Score -3076840 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21807 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -3077088.500000 Penalty: 5134.867188
	Iteration 14Q: 3 clusters Score -3077088 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22155 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -3077274.750000 Penalty: 5134.867188
	Iteration 15Q: 3 clusters Score -3077275 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22416 members 
Mstep: Class 2 contains 8921 members 
Entering Unmasked Estep 
Score: -3077375.750000 Penalty: 5134.867188
	Iteration 16Q: 3 clusters Score -3077376 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -3077446.000000 Penalty: 5134.867188
	Iteration 17Q: 3 clusters Score -3077446 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3077511.250000 Penalty: 5134.867188
	Iteration 18Q: 3 clusters Score -3077511 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 8247 members 
Entering Unmasked Estep 
Score: -3077559.250000 Penalty: 5134.867188
	Iteration 19Q: 3 clusters Score -3077559 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -3077592.500000 Penalty: 5134.867188
	Iteration 20F: 3 clusters Score -3077592 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -3077611.000000 Penalty: 5134.867188
	Iteration 21Q: 3 clusters Score -3077611 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23534 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -3077629.250000 Penalty: 5134.867188
	Iteration 22Q: 3 clusters Score -3077629 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -3077662.000000 Penalty: 5134.867188
	Iteration 23Q: 3 clusters Score -3077662 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23772 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -3077693.250000 Penalty: 5134.867188
	Iteration 24Q: 3 clusters Score -3077693 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -3077711.000000 Penalty: 5134.867188
	Iteration 25Q: 3 clusters Score -3077711 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -3077716.750000 Penalty: 5134.867188
	Iteration 26Q: 3 clusters Score -3077717 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24088 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -3077741.000000 Penalty: 5134.867188
	Iteration 27Q: 3 clusters Score -3077741 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -3077748.250000 Penalty: 5134.867188
	Iteration 28Q: 3 clusters Score -3077748 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24222 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3077745.500000 Penalty: 5134.867188
	Iteration 29Q: 3 clusters Score -3077746 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -3077746.000000 Penalty: 5134.867188
	Iteration 30Q: 3 clusters Score -3077746 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 7052 members 
Entering Unmasked Estep 
Score: -3077753.750000 Penalty: 5134.867188
	Iteration 31Q: 3 clusters Score -3077754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -3077765.500000 Penalty: 5134.867188
	Iteration 32Q: 3 clusters Score -3077766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -3077762.750000 Penalty: 5134.867188
	Iteration 33Q: 3 clusters Score -3077763 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24395 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -3077764.500000 Penalty: 5134.867188
	Iteration 34Q: 3 clusters Score -3077764 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24422 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -3077769.250000 Penalty: 5134.867188
	Iteration 35Q: 3 clusters Score -3077769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -3077771.750000 Penalty: 5134.867188
	Iteration 36Q: 3 clusters Score -3077772 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24498 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -3077773.000000 Penalty: 5134.867188
	Iteration 37Q: 3 clusters Score -3077773 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -3077770.500000 Penalty: 5134.867188
	Iteration 38Q: 3 clusters Score -3077770 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24540 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -3077767.500000 Penalty: 5134.867188
	Iteration 39Q: 3 clusters Score -3077768 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24559 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -3077773.500000 Penalty: 5134.867188
	Iteration 40F: 3 clusters Score -3077774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24574 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -3077777.500000 Penalty: 5134.867188
	Iteration 41Q: 3 clusters Score -3077778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 6752 members 
Entering Unmasked Estep 
Score: -3077778.500000 Penalty: 5134.867188
	Iteration 42Q: 3 clusters Score -3077778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24594 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -3077782.750000 Penalty: 5134.867188
	Iteration 43Q: 3 clusters Score -3077783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -3077786.750000 Penalty: 5134.867188
	Iteration 44Q: 3 clusters Score -3077787 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24612 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -3077787.000000 Penalty: 5134.867188
	Iteration 45Q: 3 clusters Score -3077787 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24621 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -3077788.500000 Penalty: 5134.867188
	Iteration 46Q: 3 clusters Score -3077788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24628 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -3077789.000000 Penalty: 5134.867188
	Iteration 47Q: 3 clusters Score -3077789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -3077791.000000 Penalty: 5134.867188
	Iteration 48Q: 3 clusters Score -3077791 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 6702 members 
Entering Unmasked Estep 
Score: -3077789.500000 Penalty: 5134.867188
	Iteration 49Q: 3 clusters Score -3077790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -3077789.250000 Penalty: 5134.867188
	Iteration 50Q: 3 clusters Score -3077789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24640 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -3077790.000000 Penalty: 5134.867188
	Iteration 51Q: 3 clusters Score -3077790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24642 members 
Mstep: Class 2 contains 6695 members 
Entering Unmasked Estep 
Score: -3077790.000000 Penalty: 5134.867188
	Iteration 52Q: 3 clusters Score -3077790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24646 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -3077788.500000 Penalty: 5134.867188
	Iteration 53Q: 3 clusters Score -3077788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -3077785.750000 Penalty: 5134.867188
	Iteration 54Q: 3 clusters Score -3077786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -3077796.000000 Penalty: 5134.867188
	Iteration 55Q: 3 clusters Score -3077796 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24666 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -3077796.250000 Penalty: 5134.867188
	Iteration 56Q: 3 clusters Score -3077796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24674 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -3077797.500000 Penalty: 5134.867188
	Iteration 57Q: 3 clusters Score -3077798 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -3077800.750000 Penalty: 5134.867188
	Iteration 58Q: 3 clusters Score -3077801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24695 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -3077796.000000 Penalty: 5134.867188
	Iteration 59Q: 3 clusters Score -3077796 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3077802.250000 Penalty: 5134.867188
	Iteration 60F: 3 clusters Score -3077802 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -3077805.750000 Penalty: 5134.867188
	Iteration 61Q: 3 clusters Score -3077806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24733 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -3077810.250000 Penalty: 5134.867188
	Iteration 62Q: 3 clusters Score -3077810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -3077808.750000 Penalty: 5134.867188
	Iteration 63Q: 3 clusters Score -3077809 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24763 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -3077805.000000 Penalty: 5134.867188
	Iteration 64Q: 3 clusters Score -3077805 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24786 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -3077804.250000 Penalty: 5134.867188
	Iteration 65Q: 3 clusters Score -3077804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 6526 members 
Entering Unmasked Estep 
Score: -3077811.000000 Penalty: 5134.867188
	Iteration 66Q: 3 clusters Score -3077811 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3077827.000000 Penalty: 5134.867188
	Iteration 67Q: 3 clusters Score -3077827 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -3077831.750000 Penalty: 5134.867188
	Iteration 68Q: 3 clusters Score -3077832 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24887 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -3077835.750000 Penalty: 5134.867188
	Iteration 69Q: 3 clusters Score -3077836 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -3077844.750000 Penalty: 5134.867188
	Iteration 70Q: 3 clusters Score -3077845 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -3077856.250000 Penalty: 5134.867188
	Iteration 71Q: 3 clusters Score -3077856 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -3077869.250000 Penalty: 5134.867188
	Iteration 72Q: 3 clusters Score -3077869 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -3077894.500000 Penalty: 5134.867188
	Iteration 73Q: 3 clusters Score -3077894 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25122 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -3077919.250000 Penalty: 5134.867188
	Iteration 74Q: 3 clusters Score -3077919 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -3077927.000000 Penalty: 5134.867188
	Iteration 75Q: 3 clusters Score -3077927 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 6143 members 
Entering Unmasked Estep 
Score: -3077941.750000 Penalty: 5134.867188
	Iteration 76Q: 3 clusters Score -3077942 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25234 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -3077951.000000 Penalty: 5134.867188
	Iteration 77Q: 3 clusters Score -3077951 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -3077951.750000 Penalty: 5134.867188
	Iteration 78Q: 3 clusters Score -3077952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25287 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -3077957.250000 Penalty: 5134.867188
	Iteration 79Q: 3 clusters Score -3077957 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25310 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -3077966.250000 Penalty: 5134.867188
	Iteration 80F: 3 clusters Score -3077966 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25317 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -3077964.250000 Penalty: 5134.867188
	Iteration 81Q: 3 clusters Score -3077964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -3077971.250000 Penalty: 5134.867188
	Iteration 82Q: 3 clusters Score -3077971 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -3077968.250000 Penalty: 5134.867188
	Iteration 83Q: 3 clusters Score -3077968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -3077968.750000 Penalty: 5134.867188
	Iteration 84Q: 3 clusters Score -3077969 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3077974.250000 Penalty: 5134.867188
	Iteration 85Q: 3 clusters Score -3077974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -3077972.000000 Penalty: 5134.867188
	Iteration 86Q: 3 clusters Score -3077972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 5997 members 
Entering Unmasked Estep 
Score: -3077970.000000 Penalty: 5134.867188
	Iteration 87Q: 3 clusters Score -3077970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 5996 members 
Entering Unmasked Estep 
Score: -3077970.500000 Penalty: 5134.867188
	Iteration 88Q: 3 clusters Score -3077970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -3077971.500000 Penalty: 5134.867188
	Iteration 89Q: 3 clusters Score -3077972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3077973.250000 Penalty: 5134.867188
	Iteration 90Q: 3 clusters Score -3077973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -3077973.250000 Penalty: 5134.867188
	Iteration 91F: 3 clusters Score -3077973 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 4 contains 2771 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 65825 members 
Mstep: Class 8 contains 299999 members 
Mstep: Class 9 contains 85189 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 12 contains 35556 members 
Mstep: Class 13 contains 243511 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 59224 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 251460 members 
Mstep: Class 19 contains 38606 members 
Mstep: Class 20 contains 252780 members 
Mstep: Class 22 contains 10244 members 
Entering Unmasked Estep 
Score: -161341952.000000 Penalty: 59720.593750
Splitting cluster 1 changes total score from -161340640.000000 to -161341952.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 4 (2771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Entering Unmasked Estep 
Score: -279126.531250 Penalty: 1965.886963
	Iteration 0F: 2 clusters Score -279126.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -276109.187500 Penalty: 3931.773926
	Iteration 0F: 3 clusters Score -276109.2 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -277573.718750 Penalty: 3931.773926
	Iteration 1F: 3 clusters Score -277573.7 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -278505.718750 Penalty: 3931.773926
	Iteration 2F: 3 clusters Score -278505.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -279471.625000 Penalty: 3931.773926
	Iteration 3F: 3 clusters Score -279471.6 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -280816.281250 Penalty: 3931.773926
	Iteration 4F: 3 clusters Score -280816.3 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -282399.218750 Penalty: 3931.773926
	Iteration 5F: 3 clusters Score -282399.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -283899.093750 Penalty: 3931.773926
	Iteration 6F: 3 clusters Score -283899.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -284885.812500 Penalty: 3931.773926
	Iteration 7Q: 3 clusters Score -284885.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -285146.312500 Penalty: 3931.773926
	Iteration 8Q: 3 clusters Score -285146.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -285220.937500 Penalty: 3931.773926
	Iteration 9Q: 3 clusters Score -285220.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -285231.687500 Penalty: 3931.773926
	Iteration 10Q: 3 clusters Score -285231.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -285237.406250 Penalty: 3931.773926
	Iteration 11Q: 3 clusters Score -285237.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -285240.500000 Penalty: 3931.773926
	Iteration 12Q: 3 clusters Score -285240.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -285241.906250 Penalty: 3931.773926
	Iteration 13Q: 3 clusters Score -285241.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -285243.125000 Penalty: 3931.773926
	Iteration 14F: 3 clusters Score -285243.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -285245.656250 Penalty: 3931.773926
	Iteration 15Q: 3 clusters Score -285245.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -285248.875000 Penalty: 3931.773926
	Iteration 16Q: 3 clusters Score -285248.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -285253.375000 Penalty: 3931.773926
	Iteration 17Q: 3 clusters Score -285253.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -285258.375000 Penalty: 3931.773926
	Iteration 18Q: 3 clusters Score -285258.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -285264.250000 Penalty: 3931.773926
	Iteration 19Q: 3 clusters Score -285264.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -285266.468750 Penalty: 3931.773926
	Iteration 20F: 3 clusters Score -285266.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -285266.187500 Penalty: 3931.773926
	Iteration 21Q: 3 clusters Score -285266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -285266.187500 Penalty: 3931.773926
	Iteration 22F: 3 clusters Score -285266.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 3581 members 
Mstep: Class 6 contains 65825 members 
Mstep: Class 8 contains 299999 members 
Mstep: Class 9 contains 85189 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 12 contains 35556 members 
Mstep: Class 13 contains 243511 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 59224 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 251460 members 
Mstep: Class 19 contains 38606 members 
Mstep: Class 20 contains 252780 members 
Mstep: Class 22 contains 10244 members 
Entering Unmasked Estep 
Score: -161346784.000000 Penalty: 63233.570312
Splitting cluster 4 changes total score from -161340640.000000 to -161346784.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (3581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Entering Unmasked Estep 
Score: -396930.156250 Penalty: 2029.482544
	Iteration 0F: 2 clusters Score -396930.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -393355.156250 Penalty: 4058.965088
	Iteration 0F: 3 clusters Score -393355.2 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -394299.375000 Penalty: 4058.965088
	Iteration 1F: 3 clusters Score -394299.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -394832.781250 Penalty: 4058.965088
	Iteration 2F: 3 clusters Score -394832.8 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -395881.125000 Penalty: 4058.965088
	Iteration 3F: 3 clusters Score -395881.1 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -397012.468750 Penalty: 4058.965088
	Iteration 4F: 3 clusters Score -397012.5 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -397554.187500 Penalty: 4058.965088
	Iteration 5F: 3 clusters Score -397554.2 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -397742.281250 Penalty: 4058.965088
	Iteration 6Q: 3 clusters Score -397742.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -397817.468750 Penalty: 4058.965088
	Iteration 7Q: 3 clusters Score -397817.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -397848.281250 Penalty: 4058.965088
	Iteration 8Q: 3 clusters Score -397848.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -397858.843750 Penalty: 4058.965088
	Iteration 9Q: 3 clusters Score -397858.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -397864.968750 Penalty: 4058.965088
	Iteration 10Q: 3 clusters Score -397865 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -397868.968750 Penalty: 4058.965088
	Iteration 11Q: 3 clusters Score -397869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -397872.406250 Penalty: 4058.965088
	Iteration 12Q: 3 clusters Score -397872.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -397874.625000 Penalty: 4058.965088
	Iteration 13Q: 3 clusters Score -397874.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -397875.875000 Penalty: 4058.965088
	Iteration 14Q: 3 clusters Score -397875.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -397878.062500 Penalty: 4058.965088
	Iteration 15Q: 3 clusters Score -397878.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -397878.031250 Penalty: 4058.965088
	Iteration 16Q: 3 clusters Score -397878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -397878.687500 Penalty: 4058.965088
	Iteration 17Q: 3 clusters Score -397878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -397878.687500 Penalty: 4058.965088
	Iteration 18F: 3 clusters Score -397878.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 65825 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 8 contains 299999 members 
Mstep: Class 9 contains 85189 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 12 contains 35556 members 
Mstep: Class 13 contains 243511 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 59224 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 251460 members 
Mstep: Class 19 contains 38606 members 
Mstep: Class 20 contains 252780 members 
Mstep: Class 22 contains 10244 members 
Entering Unmasked Estep 
Score: -161344576.000000 Penalty: 66746.546875
Splitting cluster 5 changes total score from -161340640.000000 to -161344576.000000
So it's getting split into cluster 7.
Entering ConstructFrom: 
Trying to split cluster 6 (65825 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65825 members 
Entering Unmasked Estep 
Score: -7837349.500000 Penalty: 2751.499268
	Iteration 0F: 2 clusters Score -7837350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 32924 members 
Entering Unmasked Estep 
Score: -7793202.000000 Penalty: 5502.998535
	Iteration 0F: 3 clusters Score -7793202 nChanged 30645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32884 members 
Mstep: Class 2 contains 32941 members 
Entering Unmasked Estep 
Score: -7810573.500000 Penalty: 5502.998535
	Iteration 1F: 3 clusters Score -7810574 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32810 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -7811202.500000 Penalty: 5502.998535
	Iteration 2Q: 3 clusters Score -7811202 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32629 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -7811883.500000 Penalty: 5502.998535
	Iteration 3Q: 3 clusters Score -7811884 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 33397 members 
Entering Unmasked Estep 
Score: -7812716.000000 Penalty: 5502.998535
	Iteration 4Q: 3 clusters Score -7812716 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 33670 members 
Entering Unmasked Estep 
Score: -7813747.500000 Penalty: 5502.998535
	Iteration 5Q: 3 clusters Score -7813748 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -7815085.000000 Penalty: 5502.998535
	Iteration 6Q: 3 clusters Score -7815085 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 34581 members 
Entering Unmasked Estep 
Score: -7816686.500000 Penalty: 5502.998535
	Iteration 7Q: 3 clusters Score -7816686 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30699 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -7818618.000000 Penalty: 5502.998535
	Iteration 8F: 3 clusters Score -7818618 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30136 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -7820917.000000 Penalty: 5502.998535
	Iteration 9F: 3 clusters Score -7820917 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 36128 members 
Entering Unmasked Estep 
Score: -7823669.000000 Penalty: 5502.998535
	Iteration 10F: 3 clusters Score -7823669 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 36323 members 
Entering Unmasked Estep 
Score: -7826353.500000 Penalty: 5502.998535
	Iteration 11F: 3 clusters Score -7826354 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 36292 members 
Entering Unmasked Estep 
Score: -7828466.000000 Penalty: 5502.998535
	Iteration 12Q: 3 clusters Score -7828466 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29770 members 
Mstep: Class 2 contains 36055 members 
Entering Unmasked Estep 
Score: -7829773.500000 Penalty: 5502.998535
	Iteration 13Q: 3 clusters Score -7829774 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 35780 members 
Entering Unmasked Estep 
Score: -7830827.000000 Penalty: 5502.998535
	Iteration 14Q: 3 clusters Score -7830827 nChanged 1665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 35423 members 
Entering Unmasked Estep 
Score: -7831787.000000 Penalty: 5502.998535
	Iteration 15Q: 3 clusters Score -7831787 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -7832601.500000 Penalty: 5502.998535
	Iteration 16Q: 3 clusters Score -7832602 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31486 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -7833302.500000 Penalty: 5502.998535
	Iteration 17Q: 3 clusters Score -7833302 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32058 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -7833822.000000 Penalty: 5502.998535
	Iteration 18Q: 3 clusters Score -7833822 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -7834143.500000 Penalty: 5502.998535
	Iteration 19Q: 3 clusters Score -7834144 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33107 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -7834341.000000 Penalty: 5502.998535
	Iteration 20F: 3 clusters Score -7834341 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33596 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -7834463.000000 Penalty: 5502.998535
	Iteration 21Q: 3 clusters Score -7834463 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34046 members 
Mstep: Class 2 contains 31779 members 
Entering Unmasked Estep 
Score: -7834601.000000 Penalty: 5502.998535
	Iteration 22Q: 3 clusters Score -7834601 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34458 members 
Mstep: Class 2 contains 31367 members 
Entering Unmasked Estep 
Score: -7834675.500000 Penalty: 5502.998535
	Iteration 23Q: 3 clusters Score -7834676 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34850 members 
Mstep: Class 2 contains 30975 members 
Entering Unmasked Estep 
Score: -7834728.500000 Penalty: 5502.998535
	Iteration 24Q: 3 clusters Score -7834728 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35218 members 
Mstep: Class 2 contains 30607 members 
Entering Unmasked Estep 
Score: -7834813.000000 Penalty: 5502.998535
	Iteration 25Q: 3 clusters Score -7834813 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 30256 members 
Entering Unmasked Estep 
Score: -7834873.000000 Penalty: 5502.998535
	Iteration 26Q: 3 clusters Score -7834873 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 29936 members 
Entering Unmasked Estep 
Score: -7834926.500000 Penalty: 5502.998535
	Iteration 27Q: 3 clusters Score -7834926 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 29633 members 
Entering Unmasked Estep 
Score: -7834958.500000 Penalty: 5502.998535
	Iteration 28Q: 3 clusters Score -7834958 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36445 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -7834974.000000 Penalty: 5502.998535
	Iteration 29Q: 3 clusters Score -7834974 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -7835002.000000 Penalty: 5502.998535
	Iteration 30Q: 3 clusters Score -7835002 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36889 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -7835016.000000 Penalty: 5502.998535
	Iteration 31Q: 3 clusters Score -7835016 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37090 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -7835021.500000 Penalty: 5502.998535
	Iteration 32Q: 3 clusters Score -7835022 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37242 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -7835027.500000 Penalty: 5502.998535
	Iteration 33Q: 3 clusters Score -7835028 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -7835048.500000 Penalty: 5502.998535
	Iteration 34Q: 3 clusters Score -7835048 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37512 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -7835065.500000 Penalty: 5502.998535
	Iteration 35Q: 3 clusters Score -7835066 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 28200 members 
Entering Unmasked Estep 
Score: -7835055.000000 Penalty: 5502.998535
	Iteration 36Q: 3 clusters Score -7835055 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37705 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -7835059.500000 Penalty: 5502.998535
	Iteration 37Q: 3 clusters Score -7835060 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 28047 members 
Entering Unmasked Estep 
Score: -7835061.500000 Penalty: 5502.998535
	Iteration 38Q: 3 clusters Score -7835062 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -7835082.500000 Penalty: 5502.998535
	Iteration 39Q: 3 clusters Score -7835082 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 27953 members 
Entering Unmasked Estep 
Score: -7835082.500000 Penalty: 5502.998535
	Iteration 40F: 3 clusters Score -7835082 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37919 members 
Mstep: Class 2 contains 27906 members 
Entering Unmasked Estep 
Score: -7835084.000000 Penalty: 5502.998535
	Iteration 41Q: 3 clusters Score -7835084 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37965 members 
Mstep: Class 2 contains 27860 members 
Entering Unmasked Estep 
Score: -7835086.000000 Penalty: 5502.998535
	Iteration 42Q: 3 clusters Score -7835086 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 27810 members 
Entering Unmasked Estep 
Score: -7835100.000000 Penalty: 5502.998535
	Iteration 43Q: 3 clusters Score -7835100 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38068 members 
Mstep: Class 2 contains 27757 members 
Entering Unmasked Estep 
Score: -7835118.500000 Penalty: 5502.998535
	Iteration 44Q: 3 clusters Score -7835118 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38109 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -7835130.500000 Penalty: 5502.998535
	Iteration 45Q: 3 clusters Score -7835130 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -7835130.000000 Penalty: 5502.998535
	Iteration 46Q: 3 clusters Score -7835130 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38171 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -7835132.000000 Penalty: 5502.998535
	Iteration 47Q: 3 clusters Score -7835132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -7835139.500000 Penalty: 5502.998535
	Iteration 48Q: 3 clusters Score -7835140 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38216 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -7835136.000000 Penalty: 5502.998535
	Iteration 49Q: 3 clusters Score -7835136 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38242 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -7835137.500000 Penalty: 5502.998535
	Iteration 50Q: 3 clusters Score -7835138 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 27561 members 
Entering Unmasked Estep 
Score: -7835147.500000 Penalty: 5502.998535
	Iteration 51Q: 3 clusters Score -7835148 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38284 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -7835154.000000 Penalty: 5502.998535
	Iteration 52Q: 3 clusters Score -7835154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -7835150.000000 Penalty: 5502.998535
	Iteration 53Q: 3 clusters Score -7835150 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -7835140.500000 Penalty: 5502.998535
	Iteration 54Q: 3 clusters Score -7835140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 27502 members 
Entering Unmasked Estep 
Score: -7835142.000000 Penalty: 5502.998535
	Iteration 55Q: 3 clusters Score -7835142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38336 members 
Mstep: Class 2 contains 27489 members 
Entering Unmasked Estep 
Score: -7835139.500000 Penalty: 5502.998535
	Iteration 56Q: 3 clusters Score -7835140 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38348 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -7835138.500000 Penalty: 5502.998535
	Iteration 57Q: 3 clusters Score -7835138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38364 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -7835138.500000 Penalty: 5502.998535
	Iteration 58Q: 3 clusters Score -7835138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 27443 members 
Entering Unmasked Estep 
Score: -7835138.000000 Penalty: 5502.998535
	Iteration 59Q: 3 clusters Score -7835138 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -7835127.000000 Penalty: 5502.998535
	Iteration 60F: 3 clusters Score -7835127 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38410 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -7835122.500000 Penalty: 5502.998535
	Iteration 61Q: 3 clusters Score -7835122 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -7835120.500000 Penalty: 5502.998535
	Iteration 62Q: 3 clusters Score -7835120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38458 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -7835126.000000 Penalty: 5502.998535
	Iteration 63Q: 3 clusters Score -7835126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38488 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -7835117.500000 Penalty: 5502.998535
	Iteration 64Q: 3 clusters Score -7835118 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38508 members 
Mstep: Class 2 contains 27317 members 
Entering Unmasked Estep 
Score: -7835126.000000 Penalty: 5502.998535
	Iteration 65Q: 3 clusters Score -7835126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38522 members 
Mstep: Class 2 contains 27303 members 
Entering Unmasked Estep 
Score: -7835128.500000 Penalty: 5502.998535
	Iteration 66Q: 3 clusters Score -7835128 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38538 members 
Mstep: Class 2 contains 27287 members 
Entering Unmasked Estep 
Score: -7835131.500000 Penalty: 5502.998535
	Iteration 67Q: 3 clusters Score -7835132 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 27273 members 
Entering Unmasked Estep 
Score: -7835133.000000 Penalty: 5502.998535
	Iteration 68Q: 3 clusters Score -7835133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 27258 members 
Entering Unmasked Estep 
Score: -7835123.000000 Penalty: 5502.998535
	Iteration 69Q: 3 clusters Score -7835123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -7835118.000000 Penalty: 5502.998535
	Iteration 70Q: 3 clusters Score -7835118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 27240 members 
Entering Unmasked Estep 
Score: -7835120.500000 Penalty: 5502.998535
	Iteration 71Q: 3 clusters Score -7835120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -7835120.500000 Penalty: 5502.998535
	Iteration 72Q: 3 clusters Score -7835120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -7835115.000000 Penalty: 5502.998535
	Iteration 73Q: 3 clusters Score -7835115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38610 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -7835118.000000 Penalty: 5502.998535
	Iteration 74Q: 3 clusters Score -7835118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38621 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -7835123.500000 Penalty: 5502.998535
	Iteration 75Q: 3 clusters Score -7835124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38630 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -7835132.000000 Penalty: 5502.998535
	Iteration 76Q: 3 clusters Score -7835132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38640 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -7835129.000000 Penalty: 5502.998535
	Iteration 77Q: 3 clusters Score -7835129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38651 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -7835119.000000 Penalty: 5502.998535
	Iteration 78Q: 3 clusters Score -7835119 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38658 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -7835124.500000 Penalty: 5502.998535
	Iteration 79Q: 3 clusters Score -7835124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -7835132.500000 Penalty: 5502.998535
	Iteration 80F: 3 clusters Score -7835132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -7835126.000000 Penalty: 5502.998535
	Iteration 81Q: 3 clusters Score -7835126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38674 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -7835120.500000 Penalty: 5502.998535
	Iteration 82Q: 3 clusters Score -7835120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38681 members 
Mstep: Class 2 contains 27144 members 
Entering Unmasked Estep 
Score: -7835124.000000 Penalty: 5502.998535
	Iteration 83Q: 3 clusters Score -7835124 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38688 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -7835110.000000 Penalty: 5502.998535
	Iteration 84Q: 3 clusters Score -7835110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38694 members 
Mstep: Class 2 contains 27131 members 
Entering Unmasked Estep 
Score: -7835109.000000 Penalty: 5502.998535
	Iteration 85Q: 3 clusters Score -7835109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -7835114.000000 Penalty: 5502.998535
	Iteration 86Q: 3 clusters Score -7835114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -7835111.500000 Penalty: 5502.998535
	Iteration 87Q: 3 clusters Score -7835112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38710 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -7835106.500000 Penalty: 5502.998535
	Iteration 88Q: 3 clusters Score -7835106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -7835106.500000 Penalty: 5502.998535
	Iteration 89Q: 3 clusters Score -7835106 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -7835105.500000 Penalty: 5502.998535
	Iteration 90Q: 3 clusters Score -7835106 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -7835105.500000 Penalty: 5502.998535
	Iteration 91F: 3 clusters Score -7835106 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (299999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299999 members 
Entering Unmasked Estep 
Score: -35233252.000000 Penalty: 3127.660400
	Iteration 0F: 2 clusters Score -3.523325e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150168 members 
Mstep: Class 2 contains 149831 members 
Entering Unmasked Estep 
Score: -35052036.000000 Penalty: 6255.320801
	Iteration 0F: 3 clusters Score -3.505204e+07 nChanged 145220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152718 members 
Mstep: Class 2 contains 147281 members 
Entering Unmasked Estep 
Score: -35139496.000000 Penalty: 6255.320801
	Iteration 1F: 3 clusters Score -3.51395e+07 nChanged 9040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153874 members 
Mstep: Class 2 contains 146125 members 
Entering Unmasked Estep 
Score: -35142076.000000 Penalty: 6255.320801
	Iteration 2Q: 3 clusters Score -3.514208e+07 nChanged 11041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155231 members 
Mstep: Class 2 contains 144768 members 
Entering Unmasked Estep 
Score: -35146244.000000 Penalty: 6255.320801
	Iteration 3Q: 3 clusters Score -3.514624e+07 nChanged 13845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156356 members 
Mstep: Class 2 contains 143643 members 
Entering Unmasked Estep 
Score: -35153060.000000 Penalty: 6255.320801
	Iteration 4Q: 3 clusters Score -3.515306e+07 nChanged 17222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156874 members 
Mstep: Class 2 contains 143125 members 
Entering Unmasked Estep 
Score: -35163956.000000 Penalty: 6255.320801
	Iteration 5F: 3 clusters Score -3.516396e+07 nChanged 20586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155940 members 
Mstep: Class 2 contains 144059 members 
Entering Unmasked Estep 
Score: -35178108.000000 Penalty: 6255.320801
	Iteration 6F: 3 clusters Score -3.517811e+07 nChanged 22403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153701 members 
Mstep: Class 2 contains 146298 members 
Entering Unmasked Estep 
Score: -35195052.000000 Penalty: 6255.320801
	Iteration 7F: 3 clusters Score -3.519505e+07 nChanged 21241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150848 members 
Mstep: Class 2 contains 149151 members 
Entering Unmasked Estep 
Score: -35209604.000000 Penalty: 6255.320801
	Iteration 8F: 3 clusters Score -3.52096e+07 nChanged 16701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148215 members 
Mstep: Class 2 contains 151784 members 
Entering Unmasked Estep 
Score: -35218304.000000 Penalty: 6255.320801
	Iteration 9F: 3 clusters Score -3.52183e+07 nChanged 10564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145181 members 
Mstep: Class 2 contains 154818 members 
Entering Unmasked Estep 
Score: -35222256.000000 Penalty: 6255.320801
	Iteration 10Q: 3 clusters Score -3.522226e+07 nChanged 6528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141839 members 
Mstep: Class 2 contains 158160 members 
Entering Unmasked Estep 
Score: -35224248.000000 Penalty: 6255.320801
	Iteration 11Q: 3 clusters Score -3.522425e+07 nChanged 5269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137546 members 
Mstep: Class 2 contains 162453 members 
Entering Unmasked Estep 
Score: -35225204.000000 Penalty: 6255.320801
	Iteration 12Q: 3 clusters Score -3.52252e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131812 members 
Mstep: Class 2 contains 168187 members 
Entering Unmasked Estep 
Score: -35226024.000000 Penalty: 6255.320801
	Iteration 13Q: 3 clusters Score -3.522602e+07 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124517 members 
Mstep: Class 2 contains 175482 members 
Entering Unmasked Estep 
Score: -35225912.000000 Penalty: 6255.320801
	Iteration 14Q: 3 clusters Score -3.522591e+07 nChanged 9471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115048 members 
Mstep: Class 2 contains 184951 members 
Entering Unmasked Estep 
Score: -35225456.000000 Penalty: 6255.320801
	Iteration 15Q: 3 clusters Score -3.522546e+07 nChanged 12430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102618 members 
Mstep: Class 2 contains 197381 members 
Entering Unmasked Estep 
Score: -35223828.000000 Penalty: 6255.320801
	Iteration 16Q: 3 clusters Score -3.522383e+07 nChanged 15189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87429 members 
Mstep: Class 2 contains 212570 members 
Entering Unmasked Estep 
Score: -35222156.000000 Penalty: 6255.320801
	Iteration 17F: 3 clusters Score -3.522216e+07 nChanged 16781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70650 members 
Mstep: Class 2 contains 229349 members 
Entering Unmasked Estep 
Score: -35220240.000000 Penalty: 6255.320801
	Iteration 18F: 3 clusters Score -3.522024e+07 nChanged 16791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53859 members 
Mstep: Class 2 contains 246140 members 
Entering Unmasked Estep 
Score: -35220096.000000 Penalty: 6255.320801
	Iteration 19F: 3 clusters Score -3.52201e+07 nChanged 15560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38299 members 
Mstep: Class 2 contains 261700 members 
Entering Unmasked Estep 
Score: -35221480.000000 Penalty: 6255.320801
	Iteration 20F: 3 clusters Score -3.522148e+07 nChanged 12712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 274412 members 
Entering Unmasked Estep 
Score: -35223384.000000 Penalty: 6255.320801
	Iteration 21Q: 3 clusters Score -3.522338e+07 nChanged 9384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16203 members 
Mstep: Class 2 contains 283796 members 
Entering Unmasked Estep 
Score: -35225188.000000 Penalty: 6255.320801
	Iteration 22Q: 3 clusters Score -3.522519e+07 nChanged 6517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 290313 members 
Entering Unmasked Estep 
Score: -35227152.000000 Penalty: 6255.320801
	Iteration 23Q: 3 clusters Score -3.522715e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 294436 members 
Entering Unmasked Estep 
Score: -35228972.000000 Penalty: 6255.320801
	Iteration 24Q: 3 clusters Score -3.522897e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 296825 members 
Entering Unmasked Estep 
Score: -35230356.000000 Penalty: 6255.320801
	Iteration 25Q: 3 clusters Score -3.523036e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 298187 members 
Entering Unmasked Estep 
Score: -35230812.000000 Penalty: 6255.320801
	Iteration 26Q: 3 clusters Score -3.523081e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 298896 members 
Entering Unmasked Estep 
Score: -35230920.000000 Penalty: 6255.320801
	Iteration 27Q: 3 clusters Score -3.523092e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 299273 members 
Entering Unmasked Estep 
Score: -35230864.000000 Penalty: 6255.320801
	Iteration 28Q: 3 clusters Score -3.523086e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 299462 members 
Entering Unmasked Estep 
Score: -35230736.000000 Penalty: 6255.320801
	Iteration 29Q: 3 clusters Score -3.523074e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 299554 members 
Entering Unmasked Estep 
Score: -35230724.000000 Penalty: 6255.320801
	Iteration 30Q: 3 clusters Score -3.523072e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 299601 members 
Entering Unmasked Estep 
Score: -35230744.000000 Penalty: 6255.320801
	Iteration 31Q: 3 clusters Score -3.523074e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 299632 members 
Entering Unmasked Estep 
Score: -35230796.000000 Penalty: 6255.320801
	Iteration 32Q: 3 clusters Score -3.52308e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 299648 members 
Entering Unmasked Estep 
Score: -35230804.000000 Penalty: 6255.320801
	Iteration 33Q: 3 clusters Score -3.52308e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 299661 members 
Entering Unmasked Estep 
Score: -35230824.000000 Penalty: 6255.320801
	Iteration 34Q: 3 clusters Score -3.523082e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 299669 members 
Entering Unmasked Estep 
Score: -35230844.000000 Penalty: 6255.320801
	Iteration 35Q: 3 clusters Score -3.523084e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 299676 members 
Entering Unmasked Estep 
Score: -35230848.000000 Penalty: 6255.320801
	Iteration 36Q: 3 clusters Score -3.523085e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 299678 members 
Entering Unmasked Estep 
Score: -35230856.000000 Penalty: 6255.320801
	Iteration 37Q: 3 clusters Score -3.523086e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 299679 members 
Entering Unmasked Estep 
Score: -35230844.000000 Penalty: 6255.320801
	Iteration 38Q: 3 clusters Score -3.523084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 299679 members 
Entering Unmasked Estep 
Score: -35230844.000000 Penalty: 6255.320801
	Iteration 39F: 3 clusters Score -3.523084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (85189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85189 members 
Entering Unmasked Estep 
Score: -9652516.000000 Penalty: 2815.451660
	Iteration 0F: 2 clusters Score -9652516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42603 members 
Mstep: Class 2 contains 42586 members 
Entering Unmasked Estep 
Score: -9595314.000000 Penalty: 5630.903320
	Iteration 0F: 3 clusters Score -9595314 nChanged 40241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 41959 members 
Entering Unmasked Estep 
Score: -9618556.000000 Penalty: 5630.903320
	Iteration 1F: 3 clusters Score -9618556 nChanged 3873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -9621235.000000 Penalty: 5630.903320
	Iteration 2Q: 3 clusters Score -9621235 nChanged 5851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46910 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -9627144.000000 Penalty: 5630.903320
	Iteration 3F: 3 clusters Score -9627144 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51598 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -9636133.000000 Penalty: 5630.903320
	Iteration 4F: 3 clusters Score -9636133 nChanged 9531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57479 members 
Mstep: Class 2 contains 27710 members 
Entering Unmasked Estep 
Score: -9644890.000000 Penalty: 5630.903320
	Iteration 5F: 3 clusters Score -9644890 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62618 members 
Mstep: Class 2 contains 22571 members 
Entering Unmasked Estep 
Score: -9650188.000000 Penalty: 5630.903320
	Iteration 6F: 3 clusters Score -9650188 nChanged 4532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -9652684.000000 Penalty: 5630.903320
	Iteration 7F: 3 clusters Score -9652684 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68616 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -9654055.000000 Penalty: 5630.903320
	Iteration 8Q: 3 clusters Score -9654055 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70711 members 
Mstep: Class 2 contains 14478 members 
Entering Unmasked Estep 
Score: -9655222.000000 Penalty: 5630.903320
	Iteration 9Q: 3 clusters Score -9655222 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -9656797.000000 Penalty: 5630.903320
	Iteration 10Q: 3 clusters Score -9656797 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74620 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -9658541.000000 Penalty: 5630.903320
	Iteration 11Q: 3 clusters Score -9658541 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76085 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -9659565.000000 Penalty: 5630.903320
	Iteration 12Q: 3 clusters Score -9659565 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77063 members 
Mstep: Class 2 contains 8126 members 
Entering Unmasked Estep 
Score: -9660007.000000 Penalty: 5630.903320
	Iteration 13Q: 3 clusters Score -9660007 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77779 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -9660240.000000 Penalty: 5630.903320
	Iteration 14Q: 3 clusters Score -9660240 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78286 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -9660392.000000 Penalty: 5630.903320
	Iteration 15Q: 3 clusters Score -9660392 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -9660424.000000 Penalty: 5630.903320
	Iteration 16Q: 3 clusters Score -9660424 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78848 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -9660449.000000 Penalty: 5630.903320
	Iteration 17Q: 3 clusters Score -9660449 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79012 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -9660470.000000 Penalty: 5630.903320
	Iteration 18Q: 3 clusters Score -9660470 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -9660485.000000 Penalty: 5630.903320
	Iteration 19Q: 3 clusters Score -9660485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79202 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -9660507.000000 Penalty: 5630.903320
	Iteration 20F: 3 clusters Score -9660507 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79264 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -9660504.000000 Penalty: 5630.903320
	Iteration 21Q: 3 clusters Score -9660504 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -9660528.000000 Penalty: 5630.903320
	Iteration 22Q: 3 clusters Score -9660528 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79344 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -9660522.000000 Penalty: 5630.903320
	Iteration 23Q: 3 clusters Score -9660522 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79374 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -9660530.000000 Penalty: 5630.903320
	Iteration 24Q: 3 clusters Score -9660530 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79402 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -9660532.000000 Penalty: 5630.903320
	Iteration 25Q: 3 clusters Score -9660532 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79423 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -9660525.000000 Penalty: 5630.903320
	Iteration 26Q: 3 clusters Score -9660525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -9660515.000000 Penalty: 5630.903320
	Iteration 27Q: 3 clusters Score -9660515 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79445 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -9660533.000000 Penalty: 5630.903320
	Iteration 28Q: 3 clusters Score -9660533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79450 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
Score: -9660544.000000 Penalty: 5630.903320
	Iteration 29Q: 3 clusters Score -9660544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79453 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -9660525.000000 Penalty: 5630.903320
	Iteration 30Q: 3 clusters Score -9660525 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79454 members 
Mstep: Class 2 contains 5735 members 
Entering Unmasked Estep 
Score: -9660538.000000 Penalty: 5630.903320
	Iteration 31Q: 3 clusters Score -9660538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -9660536.000000 Penalty: 5630.903320
	Iteration 32Q: 3 clusters Score -9660536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79455 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -9660536.000000 Penalty: 5630.903320
	Iteration 33F: 3 clusters Score -9660536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 65825 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 8 contains 299999 members 
Mstep: Class 9 contains 79455 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 11 contains 5734 members 
Mstep: Class 12 contains 35556 members 
Mstep: Class 13 contains 243511 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 59224 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 251460 members 
Mstep: Class 19 contains 38606 members 
Mstep: Class 20 contains 252780 members 
Mstep: Class 22 contains 10244 members 
Entering Unmasked Estep 
Score: -161352048.000000 Penalty: 70259.523438
Splitting cluster 9 changes total score from -161340640.000000 to -161352048.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 10 (13959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Entering Unmasked Estep 
Score: -1564124.500000 Penalty: 2366.882080
	Iteration 0F: 2 clusters Score -1564124 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -1553965.000000 Penalty: 4733.764160
	Iteration 0F: 3 clusters Score -1553965 nChanged 6010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -1557198.250000 Penalty: 4733.764160
	Iteration 1F: 3 clusters Score -1557198 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1557557.500000 Penalty: 4733.764160
	Iteration 2F: 3 clusters Score -1557558 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1557799.750000 Penalty: 4733.764160
	Iteration 3Q: 3 clusters Score -1557800 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1557993.625000 Penalty: 4733.764160
	Iteration 4Q: 3 clusters Score -1557994 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1558173.375000 Penalty: 4733.764160
	Iteration 5Q: 3 clusters Score -1558173 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1558341.500000 Penalty: 4733.764160
	Iteration 6Q: 3 clusters Score -1558342 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -1558496.750000 Penalty: 4733.764160
	Iteration 7Q: 3 clusters Score -1558497 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -1558666.375000 Penalty: 4733.764160
	Iteration 8Q: 3 clusters Score -1558666 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 8273 members 
Entering Unmasked Estep 
Score: -1558869.625000 Penalty: 4733.764160
	Iteration 9Q: 3 clusters Score -1558870 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -1559117.375000 Penalty: 4733.764160
	Iteration 10Q: 3 clusters Score -1559117 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -1559375.875000 Penalty: 4733.764160
	Iteration 11Q: 3 clusters Score -1559376 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 9120 members 
Entering Unmasked Estep 
Score: -1559625.125000 Penalty: 4733.764160
	Iteration 12Q: 3 clusters Score -1559625 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4482 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -1559923.000000 Penalty: 4733.764160
	Iteration 13Q: 3 clusters Score -1559923 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -1560250.000000 Penalty: 4733.764160
	Iteration 14Q: 3 clusters Score -1560250 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -1560600.250000 Penalty: 4733.764160
	Iteration 15Q: 3 clusters Score -1560600 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -1560952.875000 Penalty: 4733.764160
	Iteration 16Q: 3 clusters Score -1560953 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -1561265.625000 Penalty: 4733.764160
	Iteration 17Q: 3 clusters Score -1561266 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -1561565.000000 Penalty: 4733.764160
	Iteration 18Q: 3 clusters Score -1561565 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -1561861.000000 Penalty: 4733.764160
	Iteration 19Q: 3 clusters Score -1561861 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 11971 members 
Entering Unmasked Estep 
Score: -1562090.250000 Penalty: 4733.764160
	Iteration 20F: 3 clusters Score -1562090 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -1562270.750000 Penalty: 4733.764160
	Iteration 21Q: 3 clusters Score -1562271 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -1562432.750000 Penalty: 4733.764160
	Iteration 22Q: 3 clusters Score -1562433 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 12334 members 
Entering Unmasked Estep 
Score: -1562558.875000 Penalty: 4733.764160
	Iteration 23Q: 3 clusters Score -1562559 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -1562675.125000 Penalty: 4733.764160
	Iteration 24Q: 3 clusters Score -1562675 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -1562776.750000 Penalty: 4733.764160
	Iteration 25Q: 3 clusters Score -1562777 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1562847.250000 Penalty: 4733.764160
	Iteration 26Q: 3 clusters Score -1562847 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -1562896.125000 Penalty: 4733.764160
	Iteration 27Q: 3 clusters Score -1562896 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1562935.875000 Penalty: 4733.764160
	Iteration 28Q: 3 clusters Score -1562936 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -1562969.875000 Penalty: 4733.764160
	Iteration 29Q: 3 clusters Score -1562970 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 12595 members 
Entering Unmasked Estep 
Score: -1562990.375000 Penalty: 4733.764160
	Iteration 30Q: 3 clusters Score -1562990 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1563005.375000 Penalty: 4733.764160
	Iteration 31Q: 3 clusters Score -1563005 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1563019.750000 Penalty: 4733.764160
	Iteration 32Q: 3 clusters Score -1563020 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 12641 members 
Entering Unmasked Estep 
Score: -1563025.250000 Penalty: 4733.764160
	Iteration 33Q: 3 clusters Score -1563025 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1563026.625000 Penalty: 4733.764160
	Iteration 34Q: 3 clusters Score -1563027 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1563025.375000 Penalty: 4733.764160
	Iteration 35Q: 3 clusters Score -1563025 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 12669 members 
Entering Unmasked Estep 
Score: -1563024.125000 Penalty: 4733.764160
	Iteration 36Q: 3 clusters Score -1563024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -1563027.750000 Penalty: 4733.764160
	Iteration 37Q: 3 clusters Score -1563028 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 12671 members 
Entering Unmasked Estep 
Score: -1563026.750000 Penalty: 4733.764160
	Iteration 38Q: 3 clusters Score -1563027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1563028.500000 Penalty: 4733.764160
	Iteration 39Q: 3 clusters Score -1563028 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1563053.625000 Penalty: 4733.764160
	Iteration 40F: 3 clusters Score -1563054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1563070.625000 Penalty: 4733.764160
	Iteration 41Q: 3 clusters Score -1563071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -1563088.625000 Penalty: 4733.764160
	Iteration 42Q: 3 clusters Score -1563089 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1563102.750000 Penalty: 4733.764160
	Iteration 43Q: 3 clusters Score -1563103 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -1563110.125000 Penalty: 4733.764160
	Iteration 44Q: 3 clusters Score -1563110 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -1563115.000000 Penalty: 4733.764160
	Iteration 45Q: 3 clusters Score -1563115 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1563119.375000 Penalty: 4733.764160
	Iteration 46Q: 3 clusters Score -1563119 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -1563124.375000 Penalty: 4733.764160
	Iteration 47Q: 3 clusters Score -1563124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -1563127.875000 Penalty: 4733.764160
	Iteration 48Q: 3 clusters Score -1563128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1563127.250000 Penalty: 4733.764160
	Iteration 49Q: 3 clusters Score -1563127 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -1563129.625000 Penalty: 4733.764160
	Iteration 50Q: 3 clusters Score -1563130 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 12667 members 
Entering Unmasked Estep 
Score: -1563129.750000 Penalty: 4733.764160
	Iteration 51Q: 3 clusters Score -1563130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -1563130.625000 Penalty: 4733.764160
	Iteration 52Q: 3 clusters Score -1563131 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -1563132.625000 Penalty: 4733.764160
	Iteration 53Q: 3 clusters Score -1563133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -1563132.500000 Penalty: 4733.764160
	Iteration 54Q: 3 clusters Score -1563132 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -1563134.000000 Penalty: 4733.764160
	Iteration 55Q: 3 clusters Score -1563134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -1563133.875000 Penalty: 4733.764160
	Iteration 56Q: 3 clusters Score -1563134 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1563132.625000 Penalty: 4733.764160
	Iteration 57Q: 3 clusters Score -1563133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1563133.375000 Penalty: 4733.764160
	Iteration 58Q: 3 clusters Score -1563133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1563133.375000 Penalty: 4733.764160
	Iteration 59F: 3 clusters Score -1563133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (35556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35556 members 
Entering Unmasked Estep 
Score: -3960276.250000 Penalty: 2598.758545
	Iteration 0F: 2 clusters Score -3960276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17680 members 
Mstep: Class 2 contains 17876 members 
Entering Unmasked Estep 
Score: -3936070.500000 Penalty: 5197.517090
	Iteration 0F: 3 clusters Score -3936070 nChanged 16181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -3945069.750000 Penalty: 5197.517090
	Iteration 1F: 3 clusters Score -3945070 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 19511 members 
Entering Unmasked Estep 
Score: -3945918.000000 Penalty: 5197.517090
	Iteration 2F: 3 clusters Score -3945918 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -3947004.250000 Penalty: 5197.517090
	Iteration 3F: 3 clusters Score -3947004 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3948461.500000 Penalty: 5197.517090
	Iteration 4F: 3 clusters Score -3948462 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11992 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -3950209.500000 Penalty: 5197.517090
	Iteration 5F: 3 clusters Score -3950210 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -3952021.750000 Penalty: 5197.517090
	Iteration 6F: 3 clusters Score -3952022 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -3953693.250000 Penalty: 5197.517090
	Iteration 7F: 3 clusters Score -3953693 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -3955138.250000 Penalty: 5197.517090
	Iteration 8Q: 3 clusters Score -3955138 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 28802 members 
Entering Unmasked Estep 
Score: -3956102.000000 Penalty: 5197.517090
	Iteration 9Q: 3 clusters Score -3956102 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -3956762.000000 Penalty: 5197.517090
	Iteration 10Q: 3 clusters Score -3956762 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 29755 members 
Entering Unmasked Estep 
Score: -3957153.750000 Penalty: 5197.517090
	Iteration 11Q: 3 clusters Score -3957154 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 29986 members 
Entering Unmasked Estep 
Score: -3957487.250000 Penalty: 5197.517090
	Iteration 12Q: 3 clusters Score -3957487 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 30133 members 
Entering Unmasked Estep 
Score: -3957769.750000 Penalty: 5197.517090
	Iteration 13Q: 3 clusters Score -3957770 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -3958032.250000 Penalty: 5197.517090
	Iteration 14Q: 3 clusters Score -3958032 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 30236 members 
Entering Unmasked Estep 
Score: -3958254.000000 Penalty: 5197.517090
	Iteration 15Q: 3 clusters Score -3958254 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -3958488.250000 Penalty: 5197.517090
	Iteration 16Q: 3 clusters Score -3958488 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -3958729.250000 Penalty: 5197.517090
	Iteration 17Q: 3 clusters Score -3958729 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 30065 members 
Entering Unmasked Estep 
Score: -3958923.000000 Penalty: 5197.517090
	Iteration 18Q: 3 clusters Score -3958923 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -3959098.250000 Penalty: 5197.517090
	Iteration 19Q: 3 clusters Score -3959098 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 29839 members 
Entering Unmasked Estep 
Score: -3959275.000000 Penalty: 5197.517090
	Iteration 20F: 3 clusters Score -3959275 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -3959414.250000 Penalty: 5197.517090
	Iteration 21Q: 3 clusters Score -3959414 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -3959539.000000 Penalty: 5197.517090
	Iteration 22Q: 3 clusters Score -3959539 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -3959702.750000 Penalty: 5197.517090
	Iteration 23Q: 3 clusters Score -3959703 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -3959908.750000 Penalty: 5197.517090
	Iteration 24Q: 3 clusters Score -3959909 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -3960145.750000 Penalty: 5197.517090
	Iteration 25Q: 3 clusters Score -3960146 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3960374.750000 Penalty: 5197.517090
	Iteration 26Q: 3 clusters Score -3960375 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 27779 members 
Entering Unmasked Estep 
Score: -3960615.750000 Penalty: 5197.517090
	Iteration 27Q: 3 clusters Score -3960616 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 27343 members 
Entering Unmasked Estep 
Score: -3960840.500000 Penalty: 5197.517090
	Iteration 28Q: 3 clusters Score -3960840 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -3961061.500000 Penalty: 5197.517090
	Iteration 29Q: 3 clusters Score -3961062 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -3961270.250000 Penalty: 5197.517090
	Iteration 30Q: 3 clusters Score -3961270 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -3961467.250000 Penalty: 5197.517090
	Iteration 31Q: 3 clusters Score -3961467 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -3961687.250000 Penalty: 5197.517090
	Iteration 32Q: 3 clusters Score -3961687 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 24910 members 
Entering Unmasked Estep 
Score: -3961900.500000 Penalty: 5197.517090
	Iteration 33Q: 3 clusters Score -3961900 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -3962073.250000 Penalty: 5197.517090
	Iteration 34Q: 3 clusters Score -3962073 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -3962263.000000 Penalty: 5197.517090
	Iteration 35Q: 3 clusters Score -3962263 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12015 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -3962420.250000 Penalty: 5197.517090
	Iteration 36Q: 3 clusters Score -3962420 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12422 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -3962566.750000 Penalty: 5197.517090
	Iteration 37Q: 3 clusters Score -3962567 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12764 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -3962668.000000 Penalty: 5197.517090
	Iteration 38Q: 3 clusters Score -3962668 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -3962757.000000 Penalty: 5197.517090
	Iteration 39Q: 3 clusters Score -3962757 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -3963019.250000 Penalty: 5197.517090
	Iteration 40F: 3 clusters Score -3963019 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -3963174.750000 Penalty: 5197.517090
	Iteration 41Q: 3 clusters Score -3963175 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -3963331.250000 Penalty: 5197.517090
	Iteration 42Q: 3 clusters Score -3963331 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -3963413.250000 Penalty: 5197.517090
	Iteration 43Q: 3 clusters Score -3963413 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -3963501.500000 Penalty: 5197.517090
	Iteration 44Q: 3 clusters Score -3963502 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -3963560.500000 Penalty: 5197.517090
	Iteration 45Q: 3 clusters Score -3963560 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -3963627.000000 Penalty: 5197.517090
	Iteration 46Q: 3 clusters Score -3963627 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 20236 members 
Entering Unmasked Estep 
Score: -3963663.500000 Penalty: 5197.517090
	Iteration 47Q: 3 clusters Score -3963664 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 20066 members 
Entering Unmasked Estep 
Score: -3963673.000000 Penalty: 5197.517090
	Iteration 48Q: 3 clusters Score -3963673 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
Score: -3963699.000000 Penalty: 5197.517090
	Iteration 49Q: 3 clusters Score -3963699 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 19799 members 
Entering Unmasked Estep 
Score: -3963712.000000 Penalty: 5197.517090
	Iteration 50Q: 3 clusters Score -3963712 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -3963728.000000 Penalty: 5197.517090
	Iteration 51Q: 3 clusters Score -3963728 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 19617 members 
Entering Unmasked Estep 
Score: -3963742.500000 Penalty: 5197.517090
	Iteration 52Q: 3 clusters Score -3963742 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16010 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -3963754.000000 Penalty: 5197.517090
	Iteration 53Q: 3 clusters Score -3963754 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3963755.000000 Penalty: 5197.517090
	Iteration 54Q: 3 clusters Score -3963755 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3963765.000000 Penalty: 5197.517090
	Iteration 55Q: 3 clusters Score -3963765 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 19368 members 
Entering Unmasked Estep 
Score: -3963751.250000 Penalty: 5197.517090
	Iteration 56Q: 3 clusters Score -3963751 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -3963746.000000 Penalty: 5197.517090
	Iteration 57Q: 3 clusters Score -3963746 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -3963749.000000 Penalty: 5197.517090
	Iteration 58Q: 3 clusters Score -3963749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -3963756.000000 Penalty: 5197.517090
	Iteration 59Q: 3 clusters Score -3963756 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -3963764.000000 Penalty: 5197.517090
	Iteration 60F: 3 clusters Score -3963764 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 19216 members 
Entering Unmasked Estep 
Score: -3963759.000000 Penalty: 5197.517090
	Iteration 61Q: 3 clusters Score -3963759 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3963769.250000 Penalty: 5197.517090
	Iteration 62Q: 3 clusters Score -3963769 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16395 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -3963772.500000 Penalty: 5197.517090
	Iteration 63Q: 3 clusters Score -3963772 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -3963779.250000 Penalty: 5197.517090
	Iteration 64Q: 3 clusters Score -3963779 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -3963781.000000 Penalty: 5197.517090
	Iteration 65Q: 3 clusters Score -3963781 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 19117 members 
Entering Unmasked Estep 
Score: -3963786.500000 Penalty: 5197.517090
	Iteration 66Q: 3 clusters Score -3963786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -3963785.250000 Penalty: 5197.517090
	Iteration 67Q: 3 clusters Score -3963785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16464 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3963785.000000 Penalty: 5197.517090
	Iteration 68Q: 3 clusters Score -3963785 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3963784.750000 Penalty: 5197.517090
	Iteration 69Q: 3 clusters Score -3963785 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16486 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
Score: -3963792.750000 Penalty: 5197.517090
	Iteration 70Q: 3 clusters Score -3963793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -3963795.000000 Penalty: 5197.517090
	Iteration 71Q: 3 clusters Score -3963795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -3963790.750000 Penalty: 5197.517090
	Iteration 72Q: 3 clusters Score -3963791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3963790.500000 Penalty: 5197.517090
	Iteration 73Q: 3 clusters Score -3963790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3963791.000000 Penalty: 5197.517090
	Iteration 74Q: 3 clusters Score -3963791 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3963790.500000 Penalty: 5197.517090
	Iteration 75Q: 3 clusters Score -3963790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 19045 members 
Entering Unmasked Estep 
Score: -3963787.750000 Penalty: 5197.517090
	Iteration 76Q: 3 clusters Score -3963788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 19036 members 
Entering Unmasked Estep 
Score: -3963792.500000 Penalty: 5197.517090
	Iteration 77Q: 3 clusters Score -3963792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -3963789.000000 Penalty: 5197.517090
	Iteration 78Q: 3 clusters Score -3963789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -3963780.500000 Penalty: 5197.517090
	Iteration 79Q: 3 clusters Score -3963780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -3963780.500000 Penalty: 5197.517090
	Iteration 80F: 3 clusters Score -3963780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -3963788.000000 Penalty: 5197.517090
	Iteration 81Q: 3 clusters Score -3963788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16573 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -3963788.500000 Penalty: 5197.517090
	Iteration 82Q: 3 clusters Score -3963788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -3963793.000000 Penalty: 5197.517090
	Iteration 83Q: 3 clusters Score -3963793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3963790.000000 Penalty: 5197.517090
	Iteration 84Q: 3 clusters Score -3963790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -3963787.500000 Penalty: 5197.517090
	Iteration 85Q: 3 clusters Score -3963788 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 18943 members 
Entering Unmasked Estep 
Score: -3963795.000000 Penalty: 5197.517090
	Iteration 86Q: 3 clusters Score -3963795 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -3963784.250000 Penalty: 5197.517090
	Iteration 87Q: 3 clusters Score -3963784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -3963791.250000 Penalty: 5197.517090
	Iteration 88Q: 3 clusters Score -3963791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3963795.250000 Penalty: 5197.517090
	Iteration 89Q: 3 clusters Score -3963795 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16678 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -3963793.500000 Penalty: 5197.517090
	Iteration 90Q: 3 clusters Score -3963794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -3963800.500000 Penalty: 5197.517090
	Iteration 91Q: 3 clusters Score -3963800 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -3963796.750000 Penalty: 5197.517090
	Iteration 92Q: 3 clusters Score -3963797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -3963801.250000 Penalty: 5197.517090
	Iteration 93Q: 3 clusters Score -3963801 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16774 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -3963802.000000 Penalty: 5197.517090
	Iteration 94Q: 3 clusters Score -3963802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3963811.000000 Penalty: 5197.517090
	Iteration 95Q: 3 clusters Score -3963811 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -3963808.500000 Penalty: 5197.517090
	Iteration 96Q: 3 clusters Score -3963808 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 18713 members 
Entering Unmasked Estep 
Score: -3963814.000000 Penalty: 5197.517090
	Iteration 97Q: 3 clusters Score -3963814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -3963814.000000 Penalty: 5197.517090
	Iteration 98Q: 3 clusters Score -3963814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 18665 members 
Entering Unmasked Estep 
Score: -3963819.250000 Penalty: 5197.517090
	Iteration 99Q: 3 clusters Score -3963819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16912 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3963816.500000 Penalty: 5197.517090
	Iteration 100F: 3 clusters Score -3963816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 18625 members 
Entering Unmasked Estep 
Score: -3963818.500000 Penalty: 5197.517090
	Iteration 101Q: 3 clusters Score -3963818 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 18605 members 
Entering Unmasked Estep 
Score: -3963819.750000 Penalty: 5197.517090
	Iteration 102Q: 3 clusters Score -3963820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16968 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -3963819.000000 Penalty: 5197.517090
	Iteration 103Q: 3 clusters Score -3963819 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3963817.500000 Penalty: 5197.517090
	Iteration 104Q: 3 clusters Score -3963818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17007 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -3963820.750000 Penalty: 5197.517090
	Iteration 105Q: 3 clusters Score -3963821 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -3963820.750000 Penalty: 5197.517090
	Iteration 106Q: 3 clusters Score -3963821 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -3963818.750000 Penalty: 5197.517090
	Iteration 107Q: 3 clusters Score -3963819 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
Score: -3963815.250000 Penalty: 5197.517090
	Iteration 108Q: 3 clusters Score -3963815 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -3963824.250000 Penalty: 5197.517090
	Iteration 109Q: 3 clusters Score -3963824 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -3963818.500000 Penalty: 5197.517090
	Iteration 110Q: 3 clusters Score -3963818 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17095 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -3963811.500000 Penalty: 5197.517090
	Iteration 111Q: 3 clusters Score -3963812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -3963807.000000 Penalty: 5197.517090
	Iteration 112Q: 3 clusters Score -3963807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17123 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -3963818.750000 Penalty: 5197.517090
	Iteration 113Q: 3 clusters Score -3963819 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 18423 members 
Entering Unmasked Estep 
Score: -3963816.250000 Penalty: 5197.517090
	Iteration 114Q: 3 clusters Score -3963816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3963811.000000 Penalty: 5197.517090
	Iteration 115Q: 3 clusters Score -3963811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -3963811.250000 Penalty: 5197.517090
	Iteration 116Q: 3 clusters Score -3963811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -3963815.750000 Penalty: 5197.517090
	Iteration 117Q: 3 clusters Score -3963816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 18409 members 
Entering Unmasked Estep 
Score: -3963820.000000 Penalty: 5197.517090
	Iteration 118Q: 3 clusters Score -3963820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -3963822.750000 Penalty: 5197.517090
	Iteration 119Q: 3 clusters Score -3963823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -3963824.250000 Penalty: 5197.517090
	Iteration 120F: 3 clusters Score -3963824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -3963824.000000 Penalty: 5197.517090
	Iteration 121Q: 3 clusters Score -3963824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -3963824.000000 Penalty: 5197.517090
	Iteration 122Q: 3 clusters Score -3963824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -3963825.500000 Penalty: 5197.517090
	Iteration 123Q: 3 clusters Score -3963826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -3963825.000000 Penalty: 5197.517090
	Iteration 124Q: 3 clusters Score -3963825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -3963826.750000 Penalty: 5197.517090
	Iteration 125Q: 3 clusters Score -3963827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 18397 members 
Entering Unmasked Estep 
Score: -3963821.250000 Penalty: 5197.517090
	Iteration 126Q: 3 clusters Score -3963821 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3963821.250000 Penalty: 5197.517090
	Iteration 127Q: 3 clusters Score -3963821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -3963821.250000 Penalty: 5197.517090
	Iteration 128F: 3 clusters Score -3963821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 65825 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 8 contains 299999 members 
Mstep: Class 9 contains 79455 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 11 contains 5734 members 
Mstep: Class 12 contains 17160 members 
Mstep: Class 13 contains 243511 members 
Mstep: Class 14 contains 18396 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 59224 members 
Mstep: Class 17 contains 3964 members 
Mstep: Class 18 contains 251460 members 
Mstep: Class 19 contains 38606 members 
Mstep: Class 20 contains 252780 members 
Mstep: Class 22 contains 10244 members 
Entering Unmasked Estep 
Score: -161354304.000000 Penalty: 73772.500000
Splitting cluster 12 changes total score from -161340640.000000 to -161354304.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 13 (243511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243511 members 
Entering Unmasked Estep 
Score: -28538958.000000 Penalty: 3075.923584
	Iteration 0F: 2 clusters Score -2.853896e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122116 members 
Mstep: Class 2 contains 121395 members 
Entering Unmasked Estep 
Score: -28389090.000000 Penalty: 6151.847168
	Iteration 0F: 3 clusters Score -2.838909e+07 nChanged 117537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129083 members 
Mstep: Class 2 contains 114428 members 
Entering Unmasked Estep 
Score: -28459930.000000 Penalty: 6151.847168
	Iteration 1F: 3 clusters Score -2.845993e+07 nChanged 9890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134383 members 
Mstep: Class 2 contains 109128 members 
Entering Unmasked Estep 
Score: -28464218.000000 Penalty: 6151.847168
	Iteration 2Q: 3 clusters Score -2.846422e+07 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142842 members 
Mstep: Class 2 contains 100669 members 
Entering Unmasked Estep 
Score: -28472550.000000 Penalty: 6151.847168
	Iteration 3F: 3 clusters Score -2.847255e+07 nChanged 18661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155519 members 
Mstep: Class 2 contains 87992 members 
Entering Unmasked Estep 
Score: -28485186.000000 Penalty: 6151.847168
	Iteration 4F: 3 clusters Score -2.848519e+07 nChanged 21468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172465 members 
Mstep: Class 2 contains 71046 members 
Entering Unmasked Estep 
Score: -28501202.000000 Penalty: 6151.847168
	Iteration 5F: 3 clusters Score -2.85012e+07 nChanged 20818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191689 members 
Mstep: Class 2 contains 51822 members 
Entering Unmasked Estep 
Score: -28517726.000000 Penalty: 6151.847168
	Iteration 6F: 3 clusters Score -2.851773e+07 nChanged 17444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208735 members 
Mstep: Class 2 contains 34776 members 
Entering Unmasked Estep 
Score: -28530190.000000 Penalty: 6151.847168
	Iteration 7F: 3 clusters Score -2.853019e+07 nChanged 11711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220364 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -28535918.000000 Penalty: 6151.847168
	Iteration 8Q: 3 clusters Score -2.853592e+07 nChanged 7229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227585 members 
Mstep: Class 2 contains 15926 members 
Entering Unmasked Estep 
Score: -28537332.000000 Penalty: 6151.847168
	Iteration 9Q: 3 clusters Score -2.853733e+07 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232456 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -28537802.000000 Penalty: 6151.847168
	Iteration 10Q: 3 clusters Score -2.85378e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235776 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -28537768.000000 Penalty: 6151.847168
	Iteration 11Q: 3 clusters Score -2.853777e+07 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237971 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -28537510.000000 Penalty: 6151.847168
	Iteration 12Q: 3 clusters Score -2.853751e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239423 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -28537570.000000 Penalty: 6151.847168
	Iteration 13Q: 3 clusters Score -2.853757e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240410 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -28537396.000000 Penalty: 6151.847168
	Iteration 14Q: 3 clusters Score -2.85374e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241044 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -28537264.000000 Penalty: 6151.847168
	Iteration 15Q: 3 clusters Score -2.853726e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241487 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -28537228.000000 Penalty: 6151.847168
	Iteration 16Q: 3 clusters Score -2.853723e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241816 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -28537230.000000 Penalty: 6151.847168
	Iteration 17Q: 3 clusters Score -2.853723e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242068 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -28537176.000000 Penalty: 6151.847168
	Iteration 18Q: 3 clusters Score -2.853718e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242261 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -28537168.000000 Penalty: 6151.847168
	Iteration 19Q: 3 clusters Score -2.853717e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242392 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -28537120.000000 Penalty: 6151.847168
	Iteration 20F: 3 clusters Score -2.853712e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242495 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -28537096.000000 Penalty: 6151.847168
	Iteration 21Q: 3 clusters Score -2.85371e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242572 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -28537086.000000 Penalty: 6151.847168
	Iteration 22Q: 3 clusters Score -2.853709e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242626 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -28537050.000000 Penalty: 6151.847168
	Iteration 23Q: 3 clusters Score -2.853705e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242660 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -28537048.000000 Penalty: 6151.847168
	Iteration 24Q: 3 clusters Score -2.853705e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242687 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -28537036.000000 Penalty: 6151.847168
	Iteration 25Q: 3 clusters Score -2.853704e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242707 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -28537030.000000 Penalty: 6151.847168
	Iteration 26Q: 3 clusters Score -2.853703e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242721 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -28537014.000000 Penalty: 6151.847168
	Iteration 27Q: 3 clusters Score -2.853701e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242733 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -28537028.000000 Penalty: 6151.847168
	Iteration 28Q: 3 clusters Score -2.853703e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242746 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -28537012.000000 Penalty: 6151.847168
	Iteration 29Q: 3 clusters Score -2.853701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242757 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -28537034.000000 Penalty: 6151.847168
	Iteration 30Q: 3 clusters Score -2.853703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242766 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -28537006.000000 Penalty: 6151.847168
	Iteration 31Q: 3 clusters Score -2.853701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242774 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -28536984.000000 Penalty: 6151.847168
	Iteration 32Q: 3 clusters Score -2.853698e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242783 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -28536982.000000 Penalty: 6151.847168
	Iteration 33Q: 3 clusters Score -2.853698e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242788 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -28536986.000000 Penalty: 6151.847168
	Iteration 34Q: 3 clusters Score -2.853699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242789 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -28536990.000000 Penalty: 6151.847168
	Iteration 35Q: 3 clusters Score -2.853699e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242790 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -28536980.000000 Penalty: 6151.847168
	Iteration 36Q: 3 clusters Score -2.853698e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242793 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -28536986.000000 Penalty: 6151.847168
	Iteration 37Q: 3 clusters Score -2.853699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242799 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -28536988.000000 Penalty: 6151.847168
	Iteration 38Q: 3 clusters Score -2.853699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242805 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -28536994.000000 Penalty: 6151.847168
	Iteration 39Q: 3 clusters Score -2.853699e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242811 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -28536980.000000 Penalty: 6151.847168
	Iteration 40F: 3 clusters Score -2.853698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242818 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -28536984.000000 Penalty: 6151.847168
	Iteration 41Q: 3 clusters Score -2.853698e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242825 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -28536962.000000 Penalty: 6151.847168
	Iteration 42Q: 3 clusters Score -2.853696e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242825 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -28536970.000000 Penalty: 6151.847168
	Iteration 43Q: 3 clusters Score -2.853697e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242827 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -28536980.000000 Penalty: 6151.847168
	Iteration 44Q: 3 clusters Score -2.853698e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242828 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -28536968.000000 Penalty: 6151.847168
	Iteration 45Q: 3 clusters Score -2.853697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242828 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -28536968.000000 Penalty: 6151.847168
	Iteration 46F: 3 clusters Score -2.853697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (20640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Entering Unmasked Estep 
Score: -2310893.750000 Penalty: 2463.876465
	Iteration 0F: 2 clusters Score -2310894 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2296474.750000 Penalty: 4927.752930
	Iteration 0F: 3 clusters Score -2296475 nChanged 9021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2301449.250000 Penalty: 4927.752930
	Iteration 1F: 3 clusters Score -2301449 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2301943.000000 Penalty: 4927.752930
	Iteration 2F: 3 clusters Score -2301943 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11734 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -2302445.250000 Penalty: 4927.752930
	Iteration 3F: 3 clusters Score -2302445 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -2302987.000000 Penalty: 4927.752930
	Iteration 4F: 3 clusters Score -2302987 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2303623.750000 Penalty: 4927.752930
	Iteration 5F: 3 clusters Score -2303624 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -2304329.000000 Penalty: 4927.752930
	Iteration 6F: 3 clusters Score -2304329 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -2305062.000000 Penalty: 4927.752930
	Iteration 7F: 3 clusters Score -2305062 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -2305725.500000 Penalty: 4927.752930
	Iteration 8F: 3 clusters Score -2305726 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2306316.000000 Penalty: 4927.752930
	Iteration 9Q: 3 clusters Score -2306316 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -2306812.000000 Penalty: 4927.752930
	Iteration 10Q: 3 clusters Score -2306812 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17954 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -2307227.750000 Penalty: 4927.752930
	Iteration 11Q: 3 clusters Score -2307228 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2307558.000000 Penalty: 4927.752930
	Iteration 12Q: 3 clusters Score -2307558 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18814 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -2307836.000000 Penalty: 4927.752930
	Iteration 13Q: 3 clusters Score -2307836 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2308051.750000 Penalty: 4927.752930
	Iteration 14Q: 3 clusters Score -2308052 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2308260.000000 Penalty: 4927.752930
	Iteration 15Q: 3 clusters Score -2308260 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -2308381.750000 Penalty: 4927.752930
	Iteration 16Q: 3 clusters Score -2308382 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19640 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2308454.750000 Penalty: 4927.752930
	Iteration 17Q: 3 clusters Score -2308455 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19718 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2308516.750000 Penalty: 4927.752930
	Iteration 18Q: 3 clusters Score -2308517 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2308566.250000 Penalty: 4927.752930
	Iteration 19Q: 3 clusters Score -2308566 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19839 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2308610.500000 Penalty: 4927.752930
	Iteration 20F: 3 clusters Score -2308610 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19900 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2308669.250000 Penalty: 4927.752930
	Iteration 21Q: 3 clusters Score -2308669 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19942 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2308721.250000 Penalty: 4927.752930
	Iteration 22Q: 3 clusters Score -2308721 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19967 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -2308742.500000 Penalty: 4927.752930
	Iteration 23Q: 3 clusters Score -2308742 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -2308759.750000 Penalty: 4927.752930
	Iteration 24Q: 3 clusters Score -2308760 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -2308777.750000 Penalty: 4927.752930
	Iteration 25Q: 3 clusters Score -2308778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -2308789.750000 Penalty: 4927.752930
	Iteration 26Q: 3 clusters Score -2308790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -2308798.000000 Penalty: 4927.752930
	Iteration 27Q: 3 clusters Score -2308798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -2308807.500000 Penalty: 4927.752930
	Iteration 28Q: 3 clusters Score -2308808 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20041 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -2308812.500000 Penalty: 4927.752930
	Iteration 29Q: 3 clusters Score -2308812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20048 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2308817.000000 Penalty: 4927.752930
	Iteration 30Q: 3 clusters Score -2308817 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2308823.000000 Penalty: 4927.752930
	Iteration 31Q: 3 clusters Score -2308823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2308826.250000 Penalty: 4927.752930
	Iteration 32Q: 3 clusters Score -2308826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -2308837.000000 Penalty: 4927.752930
	Iteration 33Q: 3 clusters Score -2308837 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -2308852.250000 Penalty: 4927.752930
	Iteration 34Q: 3 clusters Score -2308852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20083 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -2308859.250000 Penalty: 4927.752930
	Iteration 35Q: 3 clusters Score -2308859 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -2308862.000000 Penalty: 4927.752930
	Iteration 36Q: 3 clusters Score -2308862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -2308864.500000 Penalty: 4927.752930
	Iteration 37Q: 3 clusters Score -2308864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -2308869.500000 Penalty: 4927.752930
	Iteration 38Q: 3 clusters Score -2308870 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20094 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -2308871.500000 Penalty: 4927.752930
	Iteration 39Q: 3 clusters Score -2308872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20095 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2308872.250000 Penalty: 4927.752930
	Iteration 40F: 3 clusters Score -2308872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -2308873.250000 Penalty: 4927.752930
	Iteration 41Q: 3 clusters Score -2308873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -2308872.000000 Penalty: 4927.752930
	Iteration 42Q: 3 clusters Score -2308872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2308874.500000 Penalty: 4927.752930
	Iteration 43Q: 3 clusters Score -2308874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2308877.500000 Penalty: 4927.752930
	Iteration 44Q: 3 clusters Score -2308878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -2308877.500000 Penalty: 4927.752930
	Iteration 45F: 3 clusters Score -2308878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (59224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59224 members 
Entering Unmasked Estep 
Score: -7052136.500000 Penalty: 2725.292480
	Iteration 0F: 2 clusters Score -7052136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -7012100.500000 Penalty: 5450.584961
	Iteration 0F: 3 clusters Score -7012100 nChanged 27558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29207 members 
Mstep: Class 2 contains 30017 members 
Entering Unmasked Estep 
Score: -7027708.500000 Penalty: 5450.584961
	Iteration 1F: 3 clusters Score -7027708 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28766 members 
Mstep: Class 2 contains 30458 members 
Entering Unmasked Estep 
Score: -7028477.000000 Penalty: 5450.584961
	Iteration 2Q: 3 clusters Score -7028477 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28197 members 
Mstep: Class 2 contains 31027 members 
Entering Unmasked Estep 
Score: -7029462.000000 Penalty: 5450.584961
	Iteration 3Q: 3 clusters Score -7029462 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 31843 members 
Entering Unmasked Estep 
Score: -7030723.500000 Penalty: 5450.584961
	Iteration 4Q: 3 clusters Score -7030724 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26319 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -7032453.000000 Penalty: 5450.584961
	Iteration 5F: 3 clusters Score -7032453 nChanged 3410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24993 members 
Mstep: Class 2 contains 34231 members 
Entering Unmasked Estep 
Score: -7034493.000000 Penalty: 5450.584961
	Iteration 6F: 3 clusters Score -7034493 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -7036773.000000 Penalty: 5450.584961
	Iteration 7F: 3 clusters Score -7036773 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -7039109.000000 Penalty: 5450.584961
	Iteration 8F: 3 clusters Score -7039109 nChanged 3282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 37965 members 
Entering Unmasked Estep 
Score: -7041364.500000 Penalty: 5450.584961
	Iteration 9F: 3 clusters Score -7041364 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 38502 members 
Entering Unmasked Estep 
Score: -7043246.000000 Penalty: 5450.584961
	Iteration 10Q: 3 clusters Score -7043246 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20417 members 
Mstep: Class 2 contains 38807 members 
Entering Unmasked Estep 
Score: -7044633.000000 Penalty: 5450.584961
	Iteration 11Q: 3 clusters Score -7044633 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 38962 members 
Entering Unmasked Estep 
Score: -7045589.500000 Penalty: 5450.584961
	Iteration 12Q: 3 clusters Score -7045590 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20088 members 
Mstep: Class 2 contains 39136 members 
Entering Unmasked Estep 
Score: -7046443.000000 Penalty: 5450.584961
	Iteration 13Q: 3 clusters Score -7046443 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 39342 members 
Entering Unmasked Estep 
Score: -7047318.500000 Penalty: 5450.584961
	Iteration 14Q: 3 clusters Score -7047318 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -7048139.500000 Penalty: 5450.584961
	Iteration 15Q: 3 clusters Score -7048140 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -7048846.500000 Penalty: 5450.584961
	Iteration 16Q: 3 clusters Score -7048846 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19439 members 
Mstep: Class 2 contains 39785 members 
Entering Unmasked Estep 
Score: -7049409.500000 Penalty: 5450.584961
	Iteration 17Q: 3 clusters Score -7049410 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 39959 members 
Entering Unmasked Estep 
Score: -7049815.500000 Penalty: 5450.584961
	Iteration 18Q: 3 clusters Score -7049816 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7050053.500000 Penalty: 5450.584961
	Iteration 19Q: 3 clusters Score -7050054 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19015 members 
Mstep: Class 2 contains 40209 members 
Entering Unmasked Estep 
Score: -7050203.000000 Penalty: 5450.584961
	Iteration 20F: 3 clusters Score -7050203 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 40265 members 
Entering Unmasked Estep 
Score: -7050289.000000 Penalty: 5450.584961
	Iteration 21Q: 3 clusters Score -7050289 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 40302 members 
Entering Unmasked Estep 
Score: -7050320.000000 Penalty: 5450.584961
	Iteration 22Q: 3 clusters Score -7050320 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -7050344.000000 Penalty: 5450.584961
	Iteration 23Q: 3 clusters Score -7050344 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -7050362.000000 Penalty: 5450.584961
	Iteration 24Q: 3 clusters Score -7050362 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -7050371.000000 Penalty: 5450.584961
	Iteration 25Q: 3 clusters Score -7050371 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 40471 members 
Entering Unmasked Estep 
Score: -7050389.500000 Penalty: 5450.584961
	Iteration 26Q: 3 clusters Score -7050390 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 40502 members 
Entering Unmasked Estep 
Score: -7050402.000000 Penalty: 5450.584961
	Iteration 27Q: 3 clusters Score -7050402 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 40522 members 
Entering Unmasked Estep 
Score: -7050408.000000 Penalty: 5450.584961
	Iteration 28Q: 3 clusters Score -7050408 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 40534 members 
Entering Unmasked Estep 
Score: -7050413.500000 Penalty: 5450.584961
	Iteration 29Q: 3 clusters Score -7050414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 40543 members 
Entering Unmasked Estep 
Score: -7050415.500000 Penalty: 5450.584961
	Iteration 30Q: 3 clusters Score -7050416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 40547 members 
Entering Unmasked Estep 
Score: -7050423.500000 Penalty: 5450.584961
	Iteration 31Q: 3 clusters Score -7050424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18670 members 
Mstep: Class 2 contains 40554 members 
Entering Unmasked Estep 
Score: -7050422.000000 Penalty: 5450.584961
	Iteration 32Q: 3 clusters Score -7050422 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 40566 members 
Entering Unmasked Estep 
Score: -7050422.500000 Penalty: 5450.584961
	Iteration 33Q: 3 clusters Score -7050422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 40571 members 
Entering Unmasked Estep 
Score: -7050426.000000 Penalty: 5450.584961
	Iteration 34Q: 3 clusters Score -7050426 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 40572 members 
Entering Unmasked Estep 
Score: -7050419.000000 Penalty: 5450.584961
	Iteration 35Q: 3 clusters Score -7050419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -7050421.500000 Penalty: 5450.584961
	Iteration 36Q: 3 clusters Score -7050422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 40576 members 
Entering Unmasked Estep 
Score: -7050423.000000 Penalty: 5450.584961
	Iteration 37Q: 3 clusters Score -7050423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -7050425.000000 Penalty: 5450.584961
	Iteration 38Q: 3 clusters Score -7050425 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -7050421.500000 Penalty: 5450.584961
	Iteration 39Q: 3 clusters Score -7050422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 40578 members 
Entering Unmasked Estep 
Score: -7050421.500000 Penalty: 5450.584961
	Iteration 40F: 3 clusters Score -7050422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (3964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Entering Unmasked Estep 
Score: -443407.218750 Penalty: 2054.682129
	Iteration 0F: 2 clusters Score -443407.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -439557.687500 Penalty: 4109.364258
	Iteration 0F: 3 clusters Score -439557.7 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -440457.406250 Penalty: 4109.364258
	Iteration 1F: 3 clusters Score -440457.4 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -440687.500000 Penalty: 4109.364258
	Iteration 2F: 3 clusters Score -440687.5 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -440876.093750 Penalty: 4109.364258
	Iteration 3F: 3 clusters Score -440876.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -441119.812500 Penalty: 4109.364258
	Iteration 4F: 3 clusters Score -441119.8 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -441555.125000 Penalty: 4109.364258
	Iteration 5F: 3 clusters Score -441555.1 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -442181.687500 Penalty: 4109.364258
	Iteration 6F: 3 clusters Score -442181.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -442737.781250 Penalty: 4109.364258
	Iteration 7F: 3 clusters Score -442737.8 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -443099.218750 Penalty: 4109.364258
	Iteration 8F: 3 clusters Score -443099.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -443309.031250 Penalty: 4109.364258
	Iteration 9Q: 3 clusters Score -443309 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -443380.843750 Penalty: 4109.364258
	Iteration 10Q: 3 clusters Score -443380.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -443413.250000 Penalty: 4109.364258
	Iteration 11Q: 3 clusters Score -443413.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -443424.906250 Penalty: 4109.364258
	Iteration 12Q: 3 clusters Score -443424.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -443429.031250 Penalty: 4109.364258
	Iteration 13Q: 3 clusters Score -443429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -443431.906250 Penalty: 4109.364258
	Iteration 14Q: 3 clusters Score -443431.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -443432.187500 Penalty: 4109.364258
	Iteration 15Q: 3 clusters Score -443432.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -443433.000000 Penalty: 4109.364258
	Iteration 16Q: 3 clusters Score -443433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -443433.750000 Penalty: 4109.364258
	Iteration 17Q: 3 clusters Score -443433.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -443435.062500 Penalty: 4109.364258
	Iteration 18Q: 3 clusters Score -443435.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -443435.562500 Penalty: 4109.364258
	Iteration 19Q: 3 clusters Score -443435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -443435.562500 Penalty: 4109.364258
	Iteration 20F: 3 clusters Score -443435.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 65825 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 8 contains 299999 members 
Mstep: Class 9 contains 79455 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 11 contains 5734 members 
Mstep: Class 12 contains 17160 members 
Mstep: Class 13 contains 243511 members 
Mstep: Class 14 contains 18396 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 59224 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 251460 members 
Mstep: Class 19 contains 38606 members 
Mstep: Class 20 contains 252780 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 10244 members 
Entering Unmasked Estep 
Score: -161352512.000000 Penalty: 77285.476562
Splitting cluster 17 changes total score from -161340640.000000 to -161352512.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 18 (251460 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251460 members 
Entering Unmasked Estep 
Score: -29611220.000000 Penalty: 3083.889893
	Iteration 0F: 2 clusters Score -2.961122e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126104 members 
Mstep: Class 2 contains 125356 members 
Entering Unmasked Estep 
Score: -29452718.000000 Penalty: 6167.779785
	Iteration 0F: 3 clusters Score -2.945272e+07 nChanged 121277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131471 members 
Mstep: Class 2 contains 119989 members 
Entering Unmasked Estep 
Score: -29524074.000000 Penalty: 6167.779785
	Iteration 1F: 3 clusters Score -2.952407e+07 nChanged 6830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134573 members 
Mstep: Class 2 contains 116887 members 
Entering Unmasked Estep 
Score: -29525588.000000 Penalty: 6167.779785
	Iteration 2Q: 3 clusters Score -2.952559e+07 nChanged 7911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139524 members 
Mstep: Class 2 contains 111936 members 
Entering Unmasked Estep 
Score: -29528146.000000 Penalty: 6167.779785
	Iteration 3Q: 3 clusters Score -2.952815e+07 nChanged 9797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147041 members 
Mstep: Class 2 contains 104419 members 
Entering Unmasked Estep 
Score: -29531898.000000 Penalty: 6167.779785
	Iteration 4Q: 3 clusters Score -2.95319e+07 nChanged 12710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158211 members 
Mstep: Class 2 contains 93249 members 
Entering Unmasked Estep 
Score: -29538966.000000 Penalty: 6167.779785
	Iteration 5F: 3 clusters Score -2.953897e+07 nChanged 16665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173636 members 
Mstep: Class 2 contains 77824 members 
Entering Unmasked Estep 
Score: -29550292.000000 Penalty: 6167.779785
	Iteration 6F: 3 clusters Score -2.955029e+07 nChanged 20131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192749 members 
Mstep: Class 2 contains 58711 members 
Entering Unmasked Estep 
Score: -29566284.000000 Penalty: 6167.779785
	Iteration 7F: 3 clusters Score -2.956628e+07 nChanged 19968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211971 members 
Mstep: Class 2 contains 39489 members 
Entering Unmasked Estep 
Score: -29581480.000000 Penalty: 6167.779785
	Iteration 8F: 3 clusters Score -2.958148e+07 nChanged 15100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226523 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -29593072.000000 Penalty: 6167.779785
	Iteration 9F: 3 clusters Score -2.959307e+07 nChanged 9541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235672 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -29600604.000000 Penalty: 6167.779785
	Iteration 10Q: 3 clusters Score -2.96006e+07 nChanged 5548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240876 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -29604694.000000 Penalty: 6167.779785
	Iteration 11Q: 3 clusters Score -2.960469e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243664 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -29606882.000000 Penalty: 6167.779785
	Iteration 12Q: 3 clusters Score -2.960688e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245243 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -29608146.000000 Penalty: 6167.779785
	Iteration 13Q: 3 clusters Score -2.960815e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246171 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -29608904.000000 Penalty: 6167.779785
	Iteration 14Q: 3 clusters Score -2.96089e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246735 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -29609400.000000 Penalty: 6167.779785
	Iteration 15Q: 3 clusters Score -2.96094e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247072 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -29609664.000000 Penalty: 6167.779785
	Iteration 16Q: 3 clusters Score -2.960966e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247310 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -29609924.000000 Penalty: 6167.779785
	Iteration 17Q: 3 clusters Score -2.960992e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247481 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -29610072.000000 Penalty: 6167.779785
	Iteration 18Q: 3 clusters Score -2.961007e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247601 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -29610170.000000 Penalty: 6167.779785
	Iteration 19Q: 3 clusters Score -2.961017e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247665 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -29610252.000000 Penalty: 6167.779785
	Iteration 20F: 3 clusters Score -2.961025e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247712 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -29610314.000000 Penalty: 6167.779785
	Iteration 21Q: 3 clusters Score -2.961031e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247758 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -29610348.000000 Penalty: 6167.779785
	Iteration 22Q: 3 clusters Score -2.961035e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247786 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -29610344.000000 Penalty: 6167.779785
	Iteration 23Q: 3 clusters Score -2.961034e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247819 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -29610404.000000 Penalty: 6167.779785
	Iteration 24Q: 3 clusters Score -2.96104e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247837 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -29610434.000000 Penalty: 6167.779785
	Iteration 25Q: 3 clusters Score -2.961043e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247852 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -29610472.000000 Penalty: 6167.779785
	Iteration 26Q: 3 clusters Score -2.961047e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247868 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -29610494.000000 Penalty: 6167.779785
	Iteration 27Q: 3 clusters Score -2.961049e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247896 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -29610554.000000 Penalty: 6167.779785
	Iteration 28Q: 3 clusters Score -2.961055e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247902 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -29610526.000000 Penalty: 6167.779785
	Iteration 29Q: 3 clusters Score -2.961053e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247918 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -29610550.000000 Penalty: 6167.779785
	Iteration 30Q: 3 clusters Score -2.961055e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247934 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -29610566.000000 Penalty: 6167.779785
	Iteration 31Q: 3 clusters Score -2.961057e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247932 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -29610588.000000 Penalty: 6167.779785
	Iteration 32Q: 3 clusters Score -2.961059e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247937 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -29610624.000000 Penalty: 6167.779785
	Iteration 33Q: 3 clusters Score -2.961062e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247951 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -29610620.000000 Penalty: 6167.779785
	Iteration 34Q: 3 clusters Score -2.961062e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247959 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -29610646.000000 Penalty: 6167.779785
	Iteration 35Q: 3 clusters Score -2.961065e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247968 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -29610652.000000 Penalty: 6167.779785
	Iteration 36Q: 3 clusters Score -2.961065e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247975 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -29610654.000000 Penalty: 6167.779785
	Iteration 37Q: 3 clusters Score -2.961065e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247990 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -29610642.000000 Penalty: 6167.779785
	Iteration 38Q: 3 clusters Score -2.961064e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248003 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -29610632.000000 Penalty: 6167.779785
	Iteration 39Q: 3 clusters Score -2.961063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247999 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -29610646.000000 Penalty: 6167.779785
	Iteration 40F: 3 clusters Score -2.961065e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247998 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -29610654.000000 Penalty: 6167.779785
	Iteration 41Q: 3 clusters Score -2.961065e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247995 members 
Mstep: Class 2 contains 3465 members 
Entering Unmasked Estep 
Score: -29610662.000000 Penalty: 6167.779785
	Iteration 42Q: 3 clusters Score -2.961066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247990 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -29610690.000000 Penalty: 6167.779785
	Iteration 43Q: 3 clusters Score -2.961069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247997 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -29610692.000000 Penalty: 6167.779785
	Iteration 44Q: 3 clusters Score -2.961069e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248010 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -29610684.000000 Penalty: 6167.779785
	Iteration 45Q: 3 clusters Score -2.961068e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248014 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -29610688.000000 Penalty: 6167.779785
	Iteration 46Q: 3 clusters Score -2.961069e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248023 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -29610706.000000 Penalty: 6167.779785
	Iteration 47Q: 3 clusters Score -2.961071e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248032 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -29610706.000000 Penalty: 6167.779785
	Iteration 48Q: 3 clusters Score -2.961071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248036 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -29610702.000000 Penalty: 6167.779785
	Iteration 49Q: 3 clusters Score -2.96107e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248041 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -29610714.000000 Penalty: 6167.779785
	Iteration 50Q: 3 clusters Score -2.961071e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248048 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -29610678.000000 Penalty: 6167.779785
	Iteration 51Q: 3 clusters Score -2.961068e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248057 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -29610676.000000 Penalty: 6167.779785
	Iteration 52Q: 3 clusters Score -2.961068e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248065 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -29610684.000000 Penalty: 6167.779785
	Iteration 53Q: 3 clusters Score -2.961068e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248073 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -29610714.000000 Penalty: 6167.779785
	Iteration 54Q: 3 clusters Score -2.961071e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248087 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -29610718.000000 Penalty: 6167.779785
	Iteration 55Q: 3 clusters Score -2.961072e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248095 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -29610722.000000 Penalty: 6167.779785
	Iteration 56Q: 3 clusters Score -2.961072e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248096 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -29610718.000000 Penalty: 6167.779785
	Iteration 57Q: 3 clusters Score -2.961072e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248102 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -29610730.000000 Penalty: 6167.779785
	Iteration 58Q: 3 clusters Score -2.961073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248111 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -29610714.000000 Penalty: 6167.779785
	Iteration 59Q: 3 clusters Score -2.961071e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248116 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -29610722.000000 Penalty: 6167.779785
	Iteration 60F: 3 clusters Score -2.961072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248118 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -29610718.000000 Penalty: 6167.779785
	Iteration 61Q: 3 clusters Score -2.961072e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248113 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -29610714.000000 Penalty: 6167.779785
	Iteration 62Q: 3 clusters Score -2.961071e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248108 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -29610702.000000 Penalty: 6167.779785
	Iteration 63Q: 3 clusters Score -2.96107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248108 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -29610724.000000 Penalty: 6167.779785
	Iteration 64Q: 3 clusters Score -2.961072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248109 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -29610742.000000 Penalty: 6167.779785
	Iteration 65Q: 3 clusters Score -2.961074e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248113 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -29610734.000000 Penalty: 6167.779785
	Iteration 66Q: 3 clusters Score -2.961073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248118 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -29610726.000000 Penalty: 6167.779785
	Iteration 67Q: 3 clusters Score -2.961073e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248119 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -29610748.000000 Penalty: 6167.779785
	Iteration 68Q: 3 clusters Score -2.961075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248118 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -29610744.000000 Penalty: 6167.779785
	Iteration 69Q: 3 clusters Score -2.961074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248118 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -29610746.000000 Penalty: 6167.779785
	Iteration 70Q: 3 clusters Score -2.961075e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248117 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -29610744.000000 Penalty: 6167.779785
	Iteration 71Q: 3 clusters Score -2.961074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248116 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -29610744.000000 Penalty: 6167.779785
	Iteration 72Q: 3 clusters Score -2.961074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248116 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -29610740.000000 Penalty: 6167.779785
	Iteration 73Q: 3 clusters Score -2.961074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248120 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -29610736.000000 Penalty: 6167.779785
	Iteration 74Q: 3 clusters Score -2.961074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248124 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -29610746.000000 Penalty: 6167.779785
	Iteration 75Q: 3 clusters Score -2.961075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248124 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -29610746.000000 Penalty: 6167.779785
	Iteration 76F: 3 clusters Score -2.961075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (38606 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38606 members 
Entering Unmasked Estep 
Score: -4195536.500000 Penalty: 2619.168457
	Iteration 0F: 2 clusters Score -4195536 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 19440 members 
Entering Unmasked Estep 
Score: -4169416.750000 Penalty: 5238.336914
	Iteration 0F: 3 clusters Score -4169417 nChanged 17637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 20429 members 
Entering Unmasked Estep 
Score: -4179703.000000 Penalty: 5238.336914
	Iteration 1F: 3 clusters Score -4179703 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -4181195.000000 Penalty: 5238.336914
	Iteration 2F: 3 clusters Score -4181195 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -4183499.750000 Penalty: 5238.336914
	Iteration 3F: 3 clusters Score -4183500 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4186111.000000 Penalty: 5238.336914
	Iteration 4F: 3 clusters Score -4186111 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -4188612.250000 Penalty: 5238.336914
	Iteration 5F: 3 clusters Score -4188612 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -4190442.000000 Penalty: 5238.336914
	Iteration 6F: 3 clusters Score -4190442 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 24441 members 
Entering Unmasked Estep 
Score: -4191638.750000 Penalty: 5238.336914
	Iteration 7F: 3 clusters Score -4191639 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -4192456.750000 Penalty: 5238.336914
	Iteration 8Q: 3 clusters Score -4192457 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -4192954.750000 Penalty: 5238.336914
	Iteration 9Q: 3 clusters Score -4192955 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -4193219.750000 Penalty: 5238.336914
	Iteration 10Q: 3 clusters Score -4193220 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13834 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -4193396.000000 Penalty: 5238.336914
	Iteration 11Q: 3 clusters Score -4193396 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 24729 members 
Entering Unmasked Estep 
Score: -4193571.750000 Penalty: 5238.336914
	Iteration 12Q: 3 clusters Score -4193572 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 24650 members 
Entering Unmasked Estep 
Score: -4193678.500000 Penalty: 5238.336914
	Iteration 13Q: 3 clusters Score -4193678 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -4193787.250000 Penalty: 5238.336914
	Iteration 14Q: 3 clusters Score -4193787 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 24439 members 
Entering Unmasked Estep 
Score: -4193934.250000 Penalty: 5238.336914
	Iteration 15Q: 3 clusters Score -4193934 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 24273 members 
Entering Unmasked Estep 
Score: -4194078.500000 Penalty: 5238.336914
	Iteration 16Q: 3 clusters Score -4194078 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -4194214.000000 Penalty: 5238.336914
	Iteration 17Q: 3 clusters Score -4194214 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 23804 members 
Entering Unmasked Estep 
Score: -4194348.000000 Penalty: 5238.336914
	Iteration 18Q: 3 clusters Score -4194348 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -4194496.500000 Penalty: 5238.336914
	Iteration 19Q: 3 clusters Score -4194496 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -4194640.500000 Penalty: 5238.336914
	Iteration 20F: 3 clusters Score -4194640 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -4194731.500000 Penalty: 5238.336914
	Iteration 21Q: 3 clusters Score -4194732 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -4194820.000000 Penalty: 5238.336914
	Iteration 22Q: 3 clusters Score -4194820 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -4194950.000000 Penalty: 5238.336914
	Iteration 23Q: 3 clusters Score -4194950 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16362 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -4195039.000000 Penalty: 5238.336914
	Iteration 24Q: 3 clusters Score -4195039 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -4195083.500000 Penalty: 5238.336914
	Iteration 25Q: 3 clusters Score -4195084 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4195153.500000 Penalty: 5238.336914
	Iteration 26Q: 3 clusters Score -4195154 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -4195196.500000 Penalty: 5238.336914
	Iteration 27Q: 3 clusters Score -4195196 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -4195241.000000 Penalty: 5238.336914
	Iteration 28Q: 3 clusters Score -4195241 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4195259.500000 Penalty: 5238.336914
	Iteration 29Q: 3 clusters Score -4195260 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 20894 members 
Entering Unmasked Estep 
Score: -4195275.000000 Penalty: 5238.336914
	Iteration 30Q: 3 clusters Score -4195275 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 20751 members 
Entering Unmasked Estep 
Score: -4195284.000000 Penalty: 5238.336914
	Iteration 31Q: 3 clusters Score -4195284 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18006 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -4195308.000000 Penalty: 5238.336914
	Iteration 32Q: 3 clusters Score -4195308 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -4195331.500000 Penalty: 5238.336914
	Iteration 33Q: 3 clusters Score -4195332 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 20306 members 
Entering Unmasked Estep 
Score: -4195345.500000 Penalty: 5238.336914
	Iteration 34Q: 3 clusters Score -4195346 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -4195371.500000 Penalty: 5238.336914
	Iteration 35Q: 3 clusters Score -4195372 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -4195378.000000 Penalty: 5238.336914
	Iteration 36Q: 3 clusters Score -4195378 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -4195380.000000 Penalty: 5238.336914
	Iteration 37Q: 3 clusters Score -4195380 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 19867 members 
Entering Unmasked Estep 
Score: -4195383.500000 Penalty: 5238.336914
	Iteration 38Q: 3 clusters Score -4195384 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18815 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -4195386.000000 Penalty: 5238.336914
	Iteration 39Q: 3 clusters Score -4195386 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -4195397.000000 Penalty: 5238.336914
	Iteration 40F: 3 clusters Score -4195397 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -4195403.500000 Penalty: 5238.336914
	Iteration 41Q: 3 clusters Score -4195404 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19055 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -4195409.000000 Penalty: 5238.336914
	Iteration 42Q: 3 clusters Score -4195409 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 19466 members 
Entering Unmasked Estep 
Score: -4195413.500000 Penalty: 5238.336914
	Iteration 43Q: 3 clusters Score -4195414 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19227 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -4195431.000000 Penalty: 5238.336914
	Iteration 44Q: 3 clusters Score -4195431 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -4195439.500000 Penalty: 5238.336914
	Iteration 45Q: 3 clusters Score -4195440 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -4195454.000000 Penalty: 5238.336914
	Iteration 46Q: 3 clusters Score -4195454 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4195459.000000 Penalty: 5238.336914
	Iteration 47Q: 3 clusters Score -4195459 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -4195492.500000 Penalty: 5238.336914
	Iteration 48Q: 3 clusters Score -4195492 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 18787 members 
Entering Unmasked Estep 
Score: -4195492.000000 Penalty: 5238.336914
	Iteration 49Q: 3 clusters Score -4195492 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19917 members 
Mstep: Class 2 contains 18689 members 
Entering Unmasked Estep 
Score: -4195506.000000 Penalty: 5238.336914
	Iteration 50Q: 3 clusters Score -4195506 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20026 members 
Mstep: Class 2 contains 18580 members 
Entering Unmasked Estep 
Score: -4195516.000000 Penalty: 5238.336914
	Iteration 51Q: 3 clusters Score -4195516 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20138 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -4195511.500000 Penalty: 5238.336914
	Iteration 52Q: 3 clusters Score -4195512 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -4195533.500000 Penalty: 5238.336914
	Iteration 53Q: 3 clusters Score -4195534 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -4195563.500000 Penalty: 5238.336914
	Iteration 54Q: 3 clusters Score -4195564 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20489 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -4195565.000000 Penalty: 5238.336914
	Iteration 55Q: 3 clusters Score -4195565 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20625 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -4195590.500000 Penalty: 5238.336914
	Iteration 56Q: 3 clusters Score -4195590 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20763 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -4195603.000000 Penalty: 5238.336914
	Iteration 57Q: 3 clusters Score -4195603 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20897 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -4195621.000000 Penalty: 5238.336914
	Iteration 58Q: 3 clusters Score -4195621 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21025 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -4195650.500000 Penalty: 5238.336914
	Iteration 59Q: 3 clusters Score -4195650 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 17441 members 
Entering Unmasked Estep 
Score: -4195662.500000 Penalty: 5238.336914
	Iteration 60F: 3 clusters Score -4195662 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 17288 members 
Entering Unmasked Estep 
Score: -4195682.000000 Penalty: 5238.336914
	Iteration 61Q: 3 clusters Score -4195682 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 17142 members 
Entering Unmasked Estep 
Score: -4195699.000000 Penalty: 5238.336914
	Iteration 62Q: 3 clusters Score -4195699 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21607 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -4195696.000000 Penalty: 5238.336914
	Iteration 63Q: 3 clusters Score -4195696 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -4195704.500000 Penalty: 5238.336914
	Iteration 64Q: 3 clusters Score -4195704 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -4195725.000000 Penalty: 5238.336914
	Iteration 65Q: 3 clusters Score -4195725 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 16565 members 
Entering Unmasked Estep 
Score: -4195749.500000 Penalty: 5238.336914
	Iteration 66Q: 3 clusters Score -4195750 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -4195771.500000 Penalty: 5238.336914
	Iteration 67Q: 3 clusters Score -4195772 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4195790.000000 Penalty: 5238.336914
	Iteration 68Q: 3 clusters Score -4195790 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 16070 members 
Entering Unmasked Estep 
Score: -4195809.500000 Penalty: 5238.336914
	Iteration 69Q: 3 clusters Score -4195810 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -4195845.000000 Penalty: 5238.336914
	Iteration 70Q: 3 clusters Score -4195845 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -4195877.000000 Penalty: 5238.336914
	Iteration 71Q: 3 clusters Score -4195877 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -4195912.000000 Penalty: 5238.336914
	Iteration 72Q: 3 clusters Score -4195912 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -4195936.500000 Penalty: 5238.336914
	Iteration 73Q: 3 clusters Score -4195936 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23441 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -4195956.000000 Penalty: 5238.336914
	Iteration 74Q: 3 clusters Score -4195956 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -4195991.500000 Penalty: 5238.336914
	Iteration 75Q: 3 clusters Score -4195992 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23873 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -4196019.500000 Penalty: 5238.336914
	Iteration 76Q: 3 clusters Score -4196020 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24114 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -4196076.000000 Penalty: 5238.336914
	Iteration 77Q: 3 clusters Score -4196076 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -4196128.500000 Penalty: 5238.336914
	Iteration 78Q: 3 clusters Score -4196128 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24584 members 
Mstep: Class 2 contains 14022 members 
Entering Unmasked Estep 
Score: -4196198.000000 Penalty: 5238.336914
	Iteration 79Q: 3 clusters Score -4196198 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -4196241.500000 Penalty: 5238.336914
	Iteration 80F: 3 clusters Score -4196242 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -4196328.000000 Penalty: 5238.336914
	Iteration 81Q: 3 clusters Score -4196328 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4196419.000000 Penalty: 5238.336914
	Iteration 82Q: 3 clusters Score -4196419 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25576 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -4196526.000000 Penalty: 5238.336914
	Iteration 83Q: 3 clusters Score -4196526 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -4196616.500000 Penalty: 5238.336914
	Iteration 84Q: 3 clusters Score -4196616 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -4196746.000000 Penalty: 5238.336914
	Iteration 85Q: 3 clusters Score -4196746 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4196870.000000 Penalty: 5238.336914
	Iteration 86Q: 3 clusters Score -4196870 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26788 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -4197040.000000 Penalty: 5238.336914
	Iteration 87Q: 3 clusters Score -4197040 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -4197252.500000 Penalty: 5238.336914
	Iteration 88Q: 3 clusters Score -4197252 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 11154 members 
Entering Unmasked Estep 
Score: -4197487.500000 Penalty: 5238.336914
	Iteration 89Q: 3 clusters Score -4197488 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27797 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -4197784.500000 Penalty: 5238.336914
	Iteration 90Q: 3 clusters Score -4197784 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -4198174.000000 Penalty: 5238.336914
	Iteration 91Q: 3 clusters Score -4198174 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -4198509.000000 Penalty: 5238.336914
	Iteration 92Q: 3 clusters Score -4198509 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -4198704.500000 Penalty: 5238.336914
	Iteration 93Q: 3 clusters Score -4198704 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28910 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -4198768.500000 Penalty: 5238.336914
	Iteration 94Q: 3 clusters Score -4198768 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29049 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -4198811.500000 Penalty: 5238.336914
	Iteration 95Q: 3 clusters Score -4198812 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -4198824.000000 Penalty: 5238.336914
	Iteration 96Q: 3 clusters Score -4198824 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29250 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -4198835.500000 Penalty: 5238.336914
	Iteration 97Q: 3 clusters Score -4198836 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -4198840.500000 Penalty: 5238.336914
	Iteration 98Q: 3 clusters Score -4198840 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29374 members 
Mstep: Class 2 contains 9232 members 
Entering Unmasked Estep 
Score: -4198860.000000 Penalty: 5238.336914
	Iteration 99Q: 3 clusters Score -4198860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -4198862.000000 Penalty: 5238.336914
	Iteration 100F: 3 clusters Score -4198862 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29451 members 
Mstep: Class 2 contains 9155 members 
Entering Unmasked Estep 
Score: -4198857.500000 Penalty: 5238.336914
	Iteration 101Q: 3 clusters Score -4198858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29477 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -4198863.000000 Penalty: 5238.336914
	Iteration 102Q: 3 clusters Score -4198863 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29497 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -4198856.000000 Penalty: 5238.336914
	Iteration 103Q: 3 clusters Score -4198856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 9091 members 
Entering Unmasked Estep 
Score: -4198857.500000 Penalty: 5238.336914
	Iteration 104Q: 3 clusters Score -4198858 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 9073 members 
Entering Unmasked Estep 
Score: -4198860.500000 Penalty: 5238.336914
	Iteration 105Q: 3 clusters Score -4198860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29549 members 
Mstep: Class 2 contains 9057 members 
Entering Unmasked Estep 
Score: -4198856.500000 Penalty: 5238.336914
	Iteration 106Q: 3 clusters Score -4198856 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -4198856.000000 Penalty: 5238.336914
	Iteration 107Q: 3 clusters Score -4198856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29576 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -4198861.000000 Penalty: 5238.336914
	Iteration 108Q: 3 clusters Score -4198861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -4198860.500000 Penalty: 5238.336914
	Iteration 109Q: 3 clusters Score -4198860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -4198861.000000 Penalty: 5238.336914
	Iteration 110Q: 3 clusters Score -4198861 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29604 members 
Mstep: Class 2 contains 9002 members 
Entering Unmasked Estep 
Score: -4198861.500000 Penalty: 5238.336914
	Iteration 111Q: 3 clusters Score -4198862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29610 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -4198862.000000 Penalty: 5238.336914
	Iteration 112Q: 3 clusters Score -4198862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -4198864.000000 Penalty: 5238.336914
	Iteration 113Q: 3 clusters Score -4198864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -4198859.500000 Penalty: 5238.336914
	Iteration 114Q: 3 clusters Score -4198860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29617 members 
Mstep: Class 2 contains 8989 members 
Entering Unmasked Estep 
Score: -4198860.000000 Penalty: 5238.336914
	Iteration 115Q: 3 clusters Score -4198860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -4198865.500000 Penalty: 5238.336914
	Iteration 116Q: 3 clusters Score -4198866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29623 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -4198855.000000 Penalty: 5238.336914
	Iteration 117Q: 3 clusters Score -4198855 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 8981 members 
Entering Unmasked Estep 
Score: -4198855.500000 Penalty: 5238.336914
	Iteration 118Q: 3 clusters Score -4198856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29627 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -4198855.000000 Penalty: 5238.336914
	Iteration 119Q: 3 clusters Score -4198855 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29630 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -4198855.500000 Penalty: 5238.336914
	Iteration 120F: 3 clusters Score -4198856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29632 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4198856.500000 Penalty: 5238.336914
	Iteration 121Q: 3 clusters Score -4198856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -4198858.000000 Penalty: 5238.336914
	Iteration 122Q: 3 clusters Score -4198858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 8966 members 
Entering Unmasked Estep 
Score: -4198861.000000 Penalty: 5238.336914
	Iteration 123Q: 3 clusters Score -4198861 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29648 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -4198858.500000 Penalty: 5238.336914
	Iteration 124Q: 3 clusters Score -4198858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -4198858.500000 Penalty: 5238.336914
	Iteration 125Q: 3 clusters Score -4198858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -4198859.500000 Penalty: 5238.336914
	Iteration 126Q: 3 clusters Score -4198860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -4198858.500000 Penalty: 5238.336914
	Iteration 127Q: 3 clusters Score -4198858 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -4198861.500000 Penalty: 5238.336914
	Iteration 128Q: 3 clusters Score -4198862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29676 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -4198864.000000 Penalty: 5238.336914
	Iteration 129Q: 3 clusters Score -4198864 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29680 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -4198863.500000 Penalty: 5238.336914
	Iteration 130Q: 3 clusters Score -4198864 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29686 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -4198860.500000 Penalty: 5238.336914
	Iteration 131Q: 3 clusters Score -4198860 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29694 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -4198858.500000 Penalty: 5238.336914
	Iteration 132Q: 3 clusters Score -4198858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -4198861.000000 Penalty: 5238.336914
	Iteration 133Q: 3 clusters Score -4198861 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29701 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -4198862.500000 Penalty: 5238.336914
	Iteration 134Q: 3 clusters Score -4198862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29703 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -4198859.500000 Penalty: 5238.336914
	Iteration 135Q: 3 clusters Score -4198860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29708 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -4198861.000000 Penalty: 5238.336914
	Iteration 136Q: 3 clusters Score -4198861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -4198865.000000 Penalty: 5238.336914
	Iteration 137Q: 3 clusters Score -4198865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -4198863.500000 Penalty: 5238.336914
	Iteration 138Q: 3 clusters Score -4198864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29721 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -4198865.500000 Penalty: 5238.336914
	Iteration 139Q: 3 clusters Score -4198866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -4198863.000000 Penalty: 5238.336914
	Iteration 140F: 3 clusters Score -4198863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 65825 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 8 contains 299999 members 
Mstep: Class 9 contains 79455 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 11 contains 5734 members 
Mstep: Class 12 contains 17160 members 
Mstep: Class 13 contains 243511 members 
Mstep: Class 14 contains 18396 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 59224 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 251460 members 
Mstep: Class 19 contains 29722 members 
Mstep: Class 20 contains 252780 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 10244 members 
Mstep: Class 23 contains 8884 members 
Entering Unmasked Estep 
Score: -161354784.000000 Penalty: 80798.445312
Splitting cluster 19 changes total score from -161340640.000000 to -161354784.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 20 (252780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252780 members 
Entering Unmasked Estep 
Score: -29673920.000000 Penalty: 3085.188232
	Iteration 0F: 2 clusters Score -2.967392e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126188 members 
Mstep: Class 2 contains 126592 members 
Entering Unmasked Estep 
Score: -29513956.000000 Penalty: 6170.376465
	Iteration 0F: 3 clusters Score -2.951396e+07 nChanged 121896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120262 members 
Mstep: Class 2 contains 132518 members 
Entering Unmasked Estep 
Score: -29587602.000000 Penalty: 6170.376465
	Iteration 1F: 3 clusters Score -2.95876e+07 nChanged 9472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116730 members 
Mstep: Class 2 contains 136050 members 
Entering Unmasked Estep 
Score: -29590776.000000 Penalty: 6170.376465
	Iteration 2Q: 3 clusters Score -2.959078e+07 nChanged 11077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111365 members 
Mstep: Class 2 contains 141415 members 
Entering Unmasked Estep 
Score: -29594926.000000 Penalty: 6170.376465
	Iteration 3Q: 3 clusters Score -2.959493e+07 nChanged 13174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103521 members 
Mstep: Class 2 contains 149259 members 
Entering Unmasked Estep 
Score: -29601358.000000 Penalty: 6170.376465
	Iteration 4F: 3 clusters Score -2.960136e+07 nChanged 15723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92640 members 
Mstep: Class 2 contains 160140 members 
Entering Unmasked Estep 
Score: -29610904.000000 Penalty: 6170.376465
	Iteration 5F: 3 clusters Score -2.96109e+07 nChanged 17946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78570 members 
Mstep: Class 2 contains 174210 members 
Entering Unmasked Estep 
Score: -29623084.000000 Penalty: 6170.376465
	Iteration 6F: 3 clusters Score -2.962308e+07 nChanged 18490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62450 members 
Mstep: Class 2 contains 190330 members 
Entering Unmasked Estep 
Score: -29636994.000000 Penalty: 6170.376465
	Iteration 7F: 3 clusters Score -2.963699e+07 nChanged 16951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46977 members 
Mstep: Class 2 contains 205803 members 
Entering Unmasked Estep 
Score: -29650322.000000 Penalty: 6170.376465
	Iteration 8F: 3 clusters Score -2.965032e+07 nChanged 13244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 218063 members 
Entering Unmasked Estep 
Score: -29661076.000000 Penalty: 6170.376465
	Iteration 9F: 3 clusters Score -2.966108e+07 nChanged 8968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26521 members 
Mstep: Class 2 contains 226259 members 
Entering Unmasked Estep 
Score: -29667950.000000 Penalty: 6170.376465
	Iteration 10Q: 3 clusters Score -2.966795e+07 nChanged 5745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 231400 members 
Entering Unmasked Estep 
Score: -29671786.000000 Penalty: 6170.376465
	Iteration 11Q: 3 clusters Score -2.967179e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 234851 members 
Entering Unmasked Estep 
Score: -29673822.000000 Penalty: 6170.376465
	Iteration 12Q: 3 clusters Score -2.967382e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 237386 members 
Entering Unmasked Estep 
Score: -29674832.000000 Penalty: 6170.376465
	Iteration 13Q: 3 clusters Score -2.967483e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 239318 members 
Entering Unmasked Estep 
Score: -29675508.000000 Penalty: 6170.376465
	Iteration 14Q: 3 clusters Score -2.967551e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 240799 members 
Entering Unmasked Estep 
Score: -29675956.000000 Penalty: 6170.376465
	Iteration 15Q: 3 clusters Score -2.967596e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 241933 members 
Entering Unmasked Estep 
Score: -29676288.000000 Penalty: 6170.376465
	Iteration 16Q: 3 clusters Score -2.967629e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 242826 members 
Entering Unmasked Estep 
Score: -29676428.000000 Penalty: 6170.376465
	Iteration 17Q: 3 clusters Score -2.967643e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9274 members 
Mstep: Class 2 contains 243506 members 
Entering Unmasked Estep 
Score: -29676476.000000 Penalty: 6170.376465
	Iteration 18Q: 3 clusters Score -2.967648e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 244038 members 
Entering Unmasked Estep 
Score: -29676536.000000 Penalty: 6170.376465
	Iteration 19Q: 3 clusters Score -2.967654e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 244448 members 
Entering Unmasked Estep 
Score: -29676622.000000 Penalty: 6170.376465
	Iteration 20F: 3 clusters Score -2.967662e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 244755 members 
Entering Unmasked Estep 
Score: -29676696.000000 Penalty: 6170.376465
	Iteration 21Q: 3 clusters Score -2.96767e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 244994 members 
Entering Unmasked Estep 
Score: -29676650.000000 Penalty: 6170.376465
	Iteration 22Q: 3 clusters Score -2.967665e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 245168 members 
Entering Unmasked Estep 
Score: -29676592.000000 Penalty: 6170.376465
	Iteration 23Q: 3 clusters Score -2.967659e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 245317 members 
Entering Unmasked Estep 
Score: -29676602.000000 Penalty: 6170.376465
	Iteration 24Q: 3 clusters Score -2.96766e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 245428 members 
Entering Unmasked Estep 
Score: -29676644.000000 Penalty: 6170.376465
	Iteration 25Q: 3 clusters Score -2.967664e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 245506 members 
Entering Unmasked Estep 
Score: -29676580.000000 Penalty: 6170.376465
	Iteration 26Q: 3 clusters Score -2.967658e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 245579 members 
Entering Unmasked Estep 
Score: -29676608.000000 Penalty: 6170.376465
	Iteration 27Q: 3 clusters Score -2.967661e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 245649 members 
Entering Unmasked Estep 
Score: -29676610.000000 Penalty: 6170.376465
	Iteration 28Q: 3 clusters Score -2.967661e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 245700 members 
Entering Unmasked Estep 
Score: -29676644.000000 Penalty: 6170.376465
	Iteration 29Q: 3 clusters Score -2.967664e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 245751 members 
Entering Unmasked Estep 
Score: -29676640.000000 Penalty: 6170.376465
	Iteration 30Q: 3 clusters Score -2.967664e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6990 members 
Mstep: Class 2 contains 245790 members 
Entering Unmasked Estep 
Score: -29676608.000000 Penalty: 6170.376465
	Iteration 31Q: 3 clusters Score -2.967661e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6944 members 
Mstep: Class 2 contains 245836 members 
Entering Unmasked Estep 
Score: -29676612.000000 Penalty: 6170.376465
	Iteration 32Q: 3 clusters Score -2.967661e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 245870 members 
Entering Unmasked Estep 
Score: -29676598.000000 Penalty: 6170.376465
	Iteration 33Q: 3 clusters Score -2.96766e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 245891 members 
Entering Unmasked Estep 
Score: -29676606.000000 Penalty: 6170.376465
	Iteration 34Q: 3 clusters Score -2.967661e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 245915 members 
Entering Unmasked Estep 
Score: -29676624.000000 Penalty: 6170.376465
	Iteration 35Q: 3 clusters Score -2.967662e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 245933 members 
Entering Unmasked Estep 
Score: -29676624.000000 Penalty: 6170.376465
	Iteration 36Q: 3 clusters Score -2.967662e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 245949 members 
Entering Unmasked Estep 
Score: -29676604.000000 Penalty: 6170.376465
	Iteration 37Q: 3 clusters Score -2.96766e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 245960 members 
Entering Unmasked Estep 
Score: -29676622.000000 Penalty: 6170.376465
	Iteration 38Q: 3 clusters Score -2.967662e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 245972 members 
Entering Unmasked Estep 
Score: -29676618.000000 Penalty: 6170.376465
	Iteration 39Q: 3 clusters Score -2.967662e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 245981 members 
Entering Unmasked Estep 
Score: -29676602.000000 Penalty: 6170.376465
	Iteration 40F: 3 clusters Score -2.96766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 245988 members 
Entering Unmasked Estep 
Score: -29676614.000000 Penalty: 6170.376465
	Iteration 41Q: 3 clusters Score -2.967661e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 245994 members 
Entering Unmasked Estep 
Score: -29676598.000000 Penalty: 6170.376465
	Iteration 42Q: 3 clusters Score -2.96766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 245999 members 
Entering Unmasked Estep 
Score: -29676610.000000 Penalty: 6170.376465
	Iteration 43Q: 3 clusters Score -2.967661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 246003 members 
Entering Unmasked Estep 
Score: -29676606.000000 Penalty: 6170.376465
	Iteration 44Q: 3 clusters Score -2.967661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 246005 members 
Entering Unmasked Estep 
Score: -29676600.000000 Penalty: 6170.376465
	Iteration 45Q: 3 clusters Score -2.96766e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 246012 members 
Entering Unmasked Estep 
Score: -29676592.000000 Penalty: 6170.376465
	Iteration 46Q: 3 clusters Score -2.967659e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 246015 members 
Entering Unmasked Estep 
Score: -29676602.000000 Penalty: 6170.376465
	Iteration 47Q: 3 clusters Score -2.96766e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 246022 members 
Entering Unmasked Estep 
Score: -29676594.000000 Penalty: 6170.376465
	Iteration 48Q: 3 clusters Score -2.967659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 246028 members 
Entering Unmasked Estep 
Score: -29676598.000000 Penalty: 6170.376465
	Iteration 49Q: 3 clusters Score -2.96766e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 246030 members 
Entering Unmasked Estep 
Score: -29676618.000000 Penalty: 6170.376465
	Iteration 50Q: 3 clusters Score -2.967662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 246033 members 
Entering Unmasked Estep 
Score: -29676628.000000 Penalty: 6170.376465
	Iteration 51Q: 3 clusters Score -2.967663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 246037 members 
Entering Unmasked Estep 
Score: -29676612.000000 Penalty: 6170.376465
	Iteration 52Q: 3 clusters Score -2.967661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 246038 members 
Entering Unmasked Estep 
Score: -29676606.000000 Penalty: 6170.376465
	Iteration 53Q: 3 clusters Score -2.967661e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 246041 members 
Entering Unmasked Estep 
Score: -29676598.000000 Penalty: 6170.376465
	Iteration 54Q: 3 clusters Score -2.96766e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 246045 members 
Entering Unmasked Estep 
Score: -29676586.000000 Penalty: 6170.376465
	Iteration 55Q: 3 clusters Score -2.967659e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 246049 members 
Entering Unmasked Estep 
Score: -29676588.000000 Penalty: 6170.376465
	Iteration 56Q: 3 clusters Score -2.967659e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 246052 members 
Entering Unmasked Estep 
Score: -29676580.000000 Penalty: 6170.376465
	Iteration 57Q: 3 clusters Score -2.967658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 246052 members 
Entering Unmasked Estep 
Score: -29676580.000000 Penalty: 6170.376465
	Iteration 58F: 3 clusters Score -2.967658e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 65825 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 8 contains 299999 members 
Mstep: Class 9 contains 79455 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 11 contains 5734 members 
Mstep: Class 12 contains 17160 members 
Mstep: Class 13 contains 243511 members 
Mstep: Class 14 contains 18396 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 59224 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 251460 members 
Mstep: Class 19 contains 29722 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 10244 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 246052 members 
Entering Unmasked Estep 
Score: -161357968.000000 Penalty: 84311.421875
Splitting cluster 20 changes total score from -161340640.000000 to -161357968.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 22 (10244 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Entering Unmasked Estep 
Score: -861690.687500 Penalty: 2290.143066
	Iteration 0F: 2 clusters Score -861690.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -854086.875000 Penalty: 4580.286133
	Iteration 0F: 3 clusters Score -854086.9 nChanged 4246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5378 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -857100.687500 Penalty: 4580.286133
	Iteration 1F: 3 clusters Score -857100.7 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -858607.375000 Penalty: 4580.286133
	Iteration 2F: 3 clusters Score -858607.4 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -860506.312500 Penalty: 4580.286133
	Iteration 3F: 3 clusters Score -860506.3 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -862093.000000 Penalty: 4580.286133
	Iteration 4F: 3 clusters Score -862093 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -862773.375000 Penalty: 4580.286133
	Iteration 5F: 3 clusters Score -862773.4 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -863020.375000 Penalty: 4580.286133
	Iteration 6Q: 3 clusters Score -863020.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -863128.000000 Penalty: 4580.286133
	Iteration 7Q: 3 clusters Score -863128 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -863176.500000 Penalty: 4580.286133
	Iteration 8Q: 3 clusters Score -863176.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -863198.312500 Penalty: 4580.286133
	Iteration 9Q: 3 clusters Score -863198.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -863208.812500 Penalty: 4580.286133
	Iteration 10Q: 3 clusters Score -863208.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -863212.062500 Penalty: 4580.286133
	Iteration 11Q: 3 clusters Score -863212.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -863212.687500 Penalty: 4580.286133
	Iteration 12Q: 3 clusters Score -863212.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -863214.500000 Penalty: 4580.286133
	Iteration 13Q: 3 clusters Score -863214.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -863218.875000 Penalty: 4580.286133
	Iteration 14Q: 3 clusters Score -863218.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -863219.562500 Penalty: 4580.286133
	Iteration 15Q: 3 clusters Score -863219.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -863221.250000 Penalty: 4580.286133
	Iteration 16Q: 3 clusters Score -863221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -863221.250000 Penalty: 4580.286133
	Iteration 17F: 3 clusters Score -863221.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 5991 members 
Mstep: Class 3 contains 439 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 65825 members 
Mstep: Class 7 contains 3108 members 
Mstep: Class 8 contains 299999 members 
Mstep: Class 9 contains 79455 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 11 contains 5734 members 
Mstep: Class 12 contains 17160 members 
Mstep: Class 13 contains 243511 members 
Mstep: Class 14 contains 18396 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 59224 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 251460 members 
Mstep: Class 19 contains 29722 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 21 contains 1108 members 
Mstep: Class 22 contains 7928 members 
Mstep: Class 23 contains 8884 members 
Mstep: Class 24 contains 246052 members 
Mstep: Class 25 contains 2316 members 
Entering Unmasked Estep 
Score: -161359536.000000 Penalty: 87824.398438
Splitting cluster 22 changes total score from -161340640.000000 to -161359536.000000
So it's getting split into cluster 25.
Entering Unmasked Mstep 
Mstep: Class 0 contains 18 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 473 members 
Mstep: Class 6 contains 65825 members 
Mstep: Class 8 contains 299999 members 
Mstep: Class 9 contains 79455 members 
Mstep: Class 10 contains 13959 members 
Mstep: Class 12 contains 17160 members 
Mstep: Class 13 contains 243511 members 
Mstep: Class 15 contains 20640 members 
Mstep: Class 16 contains 59224 members 
Mstep: Class 17 contains 2856 members 
Mstep: Class 18 contains 251460 members 
Mstep: Class 19 contains 29722 members 
Mstep: Class 20 contains 6728 members 
Mstep: Class 22 contains 7928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367888.000000 Penalty: 87824.398438
Iteration 39Q: 26 clusters Score -1.613679e+08 nChanged 24487
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 6140 members 
Mstep: Class 3 contains 440 members 
Mstep: Class 4 contains 2339 members 
Mstep: Class 5 contains 488 members 
Mstep: Class 6 contains 67640 members 
Mstep: Class 7 contains 3409 members 
Mstep: Class 8 contains 299789 members 
Mstep: Class 9 contains 81189 members 
Mstep: Class 10 contains 14162 members 
Mstep: Class 11 contains 5704 members 
Mstep: Class 12 contains 17679 members 
Mstep: Class 13 contains 240011 members 
Mstep: Class 14 contains 17586 members 
Mstep: Class 15 contains 20878 members 
Mstep: Class 16 contains 61368 members 
Mstep: Class 17 contains 2886 members 
Mstep: Class 18 contains 251719 members 
Mstep: Class 19 contains 30080 members 
Mstep: Class 20 contains 7259 members 
Mstep: Class 21 contains 1217 members 
Mstep: Class 22 contains 8642 members 
Mstep: Class 23 contains 8317 members 
Mstep: Class 24 contains 242769 members 
Mstep: Class 25 contains 2032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161375968.000000 Penalty: 87824.398438
Iteration 40F: 26 clusters Score -1.61376e+08 nChanged 22949
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24439 members 
Mstep: Class 2 contains 6919 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2336 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 69076 members 
Mstep: Class 7 contains 3478 members 
Mstep: Class 8 contains 298645 members 
Mstep: Class 9 contains 81794 members 
Mstep: Class 10 contains 13894 members 
Mstep: Class 11 contains 5813 members 
Mstep: Class 12 contains 17754 members 
Mstep: Class 13 contains 235796 members 
Mstep: Class 14 contains 17642 members 
Mstep: Class 15 contains 20510 members 
Mstep: Class 16 contains 63517 members 
Mstep: Class 17 contains 2822 members 
Mstep: Class 18 contains 250269 members 
Mstep: Class 19 contains 29567 members 
Mstep: Class 20 contains 7619 members 
Mstep: Class 21 contains 1640 members 
Mstep: Class 22 contains 8984 members 
Mstep: Class 23 contains 8513 members 
Mstep: Class 24 contains 244807 members 
Mstep: Class 25 contains 1875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161378752.000000 Penalty: 87824.398438
Iteration 41Q: 26 clusters Score -1.613788e+08 nChanged 18281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 7256 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 70516 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 297816 members 
Mstep: Class 9 contains 81988 members 
Mstep: Class 10 contains 13687 members 
Mstep: Class 11 contains 6004 members 
Mstep: Class 12 contains 17956 members 
Mstep: Class 13 contains 231619 members 
Mstep: Class 14 contains 17614 members 
Mstep: Class 15 contains 20273 members 
Mstep: Class 16 contains 65723 members 
Mstep: Class 17 contains 2750 members 
Mstep: Class 18 contains 248886 members 
Mstep: Class 19 contains 29307 members 
Mstep: Class 20 contains 7986 members 
Mstep: Class 21 contains 1984 members 
Mstep: Class 22 contains 9273 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 246487 members 
Mstep: Class 25 contains 1843 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161379696.000000 Penalty: 87824.398438
Iteration 42Q: 26 clusters Score -1.613797e+08 nChanged 16575
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 7428 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2337 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 71970 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 297093 members 
Mstep: Class 9 contains 82071 members 
Mstep: Class 10 contains 13520 members 
Mstep: Class 11 contains 6181 members 
Mstep: Class 12 contains 18157 members 
Mstep: Class 13 contains 227372 members 
Mstep: Class 14 contains 17590 members 
Mstep: Class 15 contains 20091 members 
Mstep: Class 16 contains 67914 members 
Mstep: Class 17 contains 2709 members 
Mstep: Class 18 contains 247653 members 
Mstep: Class 19 contains 29090 members 
Mstep: Class 20 contains 8380 members 
Mstep: Class 21 contains 2191 members 
Mstep: Class 22 contains 9561 members 
Mstep: Class 23 contains 8763 members 
Mstep: Class 24 contains 248168 members 
Mstep: Class 25 contains 1844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161379792.000000 Penalty: 87824.398438
Iteration 43Q: 26 clusters Score -1.613798e+08 nChanged 15874
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 7552 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 73485 members 
Mstep: Class 7 contains 3539 members 
Mstep: Class 8 contains 296298 members 
Mstep: Class 9 contains 82085 members 
Mstep: Class 10 contains 13384 members 
Mstep: Class 11 contains 6393 members 
Mstep: Class 12 contains 18341 members 
Mstep: Class 13 contains 222904 members 
Mstep: Class 14 contains 17542 members 
Mstep: Class 15 contains 19951 members 
Mstep: Class 16 contains 70138 members 
Mstep: Class 17 contains 2655 members 
Mstep: Class 18 contains 246688 members 
Mstep: Class 19 contains 28888 members 
Mstep: Class 20 contains 8731 members 
Mstep: Class 21 contains 2316 members 
Mstep: Class 22 contains 9791 members 
Mstep: Class 23 contains 8870 members 
Mstep: Class 24 contains 249948 members 
Mstep: Class 25 contains 1867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161380320.000000 Penalty: 87824.398438
Iteration 44Q: 26 clusters Score -1.613803e+08 nChanged 15189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 7623 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 74908 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 295546 members 
Mstep: Class 9 contains 82056 members 
Mstep: Class 10 contains 13250 members 
Mstep: Class 11 contains 6585 members 
Mstep: Class 12 contains 18496 members 
Mstep: Class 13 contains 218560 members 
Mstep: Class 14 contains 17501 members 
Mstep: Class 15 contains 19833 members 
Mstep: Class 16 contains 72329 members 
Mstep: Class 17 contains 2592 members 
Mstep: Class 18 contains 245876 members 
Mstep: Class 19 contains 28738 members 
Mstep: Class 20 contains 9061 members 
Mstep: Class 21 contains 2365 members 
Mstep: Class 22 contains 10003 members 
Mstep: Class 23 contains 8962 members 
Mstep: Class 24 contains 251680 members 
Mstep: Class 25 contains 1903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161381152.000000 Penalty: 87824.398438
Iteration 45Q: 26 clusters Score -1.613812e+08 nChanged 15024
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 7670 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 76368 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 294716 members 
Mstep: Class 9 contains 81958 members 
Mstep: Class 10 contains 13108 members 
Mstep: Class 11 contains 6787 members 
Mstep: Class 12 contains 18631 members 
Mstep: Class 13 contains 214110 members 
Mstep: Class 14 contains 17463 members 
Mstep: Class 15 contains 19707 members 
Mstep: Class 16 contains 74609 members 
Mstep: Class 17 contains 2530 members 
Mstep: Class 18 contains 245185 members 
Mstep: Class 19 contains 28574 members 
Mstep: Class 20 contains 9383 members 
Mstep: Class 21 contains 2397 members 
Mstep: Class 22 contains 10215 members 
Mstep: Class 23 contains 9058 members 
Mstep: Class 24 contains 253483 members 
Mstep: Class 25 contains 1939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161381904.000000 Penalty: 87824.398438
Iteration 46Q: 26 clusters Score -1.613819e+08 nChanged 14749
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23897 members 
Mstep: Class 2 contains 7706 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 77852 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 293782 members 
Mstep: Class 9 contains 81840 members 
Mstep: Class 10 contains 13008 members 
Mstep: Class 11 contains 6970 members 
Mstep: Class 12 contains 18792 members 
Mstep: Class 13 contains 209758 members 
Mstep: Class 14 contains 17419 members 
Mstep: Class 15 contains 19595 members 
Mstep: Class 16 contains 76922 members 
Mstep: Class 17 contains 2447 members 
Mstep: Class 18 contains 244598 members 
Mstep: Class 19 contains 28453 members 
Mstep: Class 20 contains 9672 members 
Mstep: Class 21 contains 2408 members 
Mstep: Class 22 contains 10396 members 
Mstep: Class 23 contains 9133 members 
Mstep: Class 24 contains 255201 members 
Mstep: Class 25 contains 1973 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161383232.000000 Penalty: 87824.398438
Iteration 47Q: 26 clusters Score -1.613832e+08 nChanged 14540
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23923 members 
Mstep: Class 2 contains 7721 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 79271 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 292713 members 
Mstep: Class 9 contains 81687 members 
Mstep: Class 10 contains 12887 members 
Mstep: Class 11 contains 7140 members 
Mstep: Class 12 contains 18936 members 
Mstep: Class 13 contains 205740 members 
Mstep: Class 14 contains 17360 members 
Mstep: Class 15 contains 19489 members 
Mstep: Class 16 contains 79188 members 
Mstep: Class 17 contains 2346 members 
Mstep: Class 18 contains 244248 members 
Mstep: Class 19 contains 28338 members 
Mstep: Class 20 contains 9953 members 
Mstep: Class 21 contains 2415 members 
Mstep: Class 22 contains 10548 members 
Mstep: Class 23 contains 9195 members 
Mstep: Class 24 contains 256710 members 
Mstep: Class 25 contains 2012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161383952.000000 Penalty: 87824.398438
Iteration 48Q: 26 clusters Score -1.61384e+08 nChanged 14136
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 7733 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 80725 members 
Mstep: Class 7 contains 3556 members 
Mstep: Class 8 contains 291307 members 
Mstep: Class 9 contains 81555 members 
Mstep: Class 10 contains 12793 members 
Mstep: Class 11 contains 7288 members 
Mstep: Class 12 contains 19076 members 
Mstep: Class 13 contains 202029 members 
Mstep: Class 14 contains 17317 members 
Mstep: Class 15 contains 19378 members 
Mstep: Class 16 contains 81479 members 
Mstep: Class 17 contains 2275 members 
Mstep: Class 18 contains 244103 members 
Mstep: Class 19 contains 28202 members 
Mstep: Class 20 contains 10209 members 
Mstep: Class 21 contains 2422 members 
Mstep: Class 22 contains 10680 members 
Mstep: Class 23 contains 9247 members 
Mstep: Class 24 contains 257980 members 
Mstep: Class 25 contains 2048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161386160.000000 Penalty: 87824.398438
Iteration 49Q: 26 clusters Score -1.613862e+08 nChanged 13510
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 7761 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 82160 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 289895 members 
Mstep: Class 9 contains 81391 members 
Mstep: Class 10 contains 12706 members 
Mstep: Class 11 contains 7426 members 
Mstep: Class 12 contains 19163 members 
Mstep: Class 13 contains 198531 members 
Mstep: Class 14 contains 17263 members 
Mstep: Class 15 contains 19271 members 
Mstep: Class 16 contains 83743 members 
Mstep: Class 17 contains 2227 members 
Mstep: Class 18 contains 244088 members 
Mstep: Class 19 contains 28072 members 
Mstep: Class 20 contains 10426 members 
Mstep: Class 21 contains 2433 members 
Mstep: Class 22 contains 10795 members 
Mstep: Class 23 contains 9310 members 
Mstep: Class 24 contains 259057 members 
Mstep: Class 25 contains 2090 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161387792.000000 Penalty: 87824.398438
Iteration 50Q: 26 clusters Score -1.613878e+08 nChanged 12464
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 7780 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 83477 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 288559 members 
Mstep: Class 9 contains 81205 members 
Mstep: Class 10 contains 12637 members 
Mstep: Class 11 contains 7548 members 
Mstep: Class 12 contains 19252 members 
Mstep: Class 13 contains 195434 members 
Mstep: Class 14 contains 17203 members 
Mstep: Class 15 contains 19212 members 
Mstep: Class 16 contains 85923 members 
Mstep: Class 17 contains 2184 members 
Mstep: Class 18 contains 244074 members 
Mstep: Class 19 contains 27941 members 
Mstep: Class 20 contains 10629 members 
Mstep: Class 21 contains 2438 members 
Mstep: Class 22 contains 10904 members 
Mstep: Class 23 contains 9362 members 
Mstep: Class 24 contains 259879 members 
Mstep: Class 25 contains 2134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161388944.000000 Penalty: 87824.398438
Iteration 51Q: 26 clusters Score -1.613889e+08 nChanged 11879
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 7796 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 84761 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 287333 members 
Mstep: Class 9 contains 81054 members 
Mstep: Class 10 contains 12566 members 
Mstep: Class 11 contains 7674 members 
Mstep: Class 12 contains 19328 members 
Mstep: Class 13 contains 192455 members 
Mstep: Class 14 contains 17137 members 
Mstep: Class 15 contains 19189 members 
Mstep: Class 16 contains 88129 members 
Mstep: Class 17 contains 2169 members 
Mstep: Class 18 contains 243958 members 
Mstep: Class 19 contains 27805 members 
Mstep: Class 20 contains 10827 members 
Mstep: Class 21 contains 2449 members 
Mstep: Class 22 contains 10990 members 
Mstep: Class 23 contains 9414 members 
Mstep: Class 24 contains 260534 members 
Mstep: Class 25 contains 2173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161390464.000000 Penalty: 87824.398438
Iteration 52Q: 26 clusters Score -1.613905e+08 nChanged 11343
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 7815 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 86008 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 286180 members 
Mstep: Class 9 contains 80884 members 
Mstep: Class 10 contains 12514 members 
Mstep: Class 11 contains 7779 members 
Mstep: Class 12 contains 19387 members 
Mstep: Class 13 contains 189676 members 
Mstep: Class 14 contains 17067 members 
Mstep: Class 15 contains 19166 members 
Mstep: Class 16 contains 90340 members 
Mstep: Class 17 contains 2157 members 
Mstep: Class 18 contains 243914 members 
Mstep: Class 19 contains 27709 members 
Mstep: Class 20 contains 11003 members 
Mstep: Class 21 contains 2458 members 
Mstep: Class 22 contains 11071 members 
Mstep: Class 23 contains 9455 members 
Mstep: Class 24 contains 260910 members 
Mstep: Class 25 contains 2202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161391376.000000 Penalty: 87824.398438
Iteration 53Q: 26 clusters Score -1.613914e+08 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24128 members 
Mstep: Class 2 contains 7821 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 87215 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 285225 members 
Mstep: Class 9 contains 80742 members 
Mstep: Class 10 contains 12456 members 
Mstep: Class 11 contains 7878 members 
Mstep: Class 12 contains 19435 members 
Mstep: Class 13 contains 187082 members 
Mstep: Class 14 contains 17010 members 
Mstep: Class 15 contains 19126 members 
Mstep: Class 16 contains 92460 members 
Mstep: Class 17 contains 2147 members 
Mstep: Class 18 contains 243817 members 
Mstep: Class 19 contains 27635 members 
Mstep: Class 20 contains 11183 members 
Mstep: Class 21 contains 2462 members 
Mstep: Class 22 contains 11153 members 
Mstep: Class 23 contains 9501 members 
Mstep: Class 24 contains 261098 members 
Mstep: Class 25 contains 2219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161392336.000000 Penalty: 87824.398438
Iteration 54Q: 26 clusters Score -1.613923e+08 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 7813 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 88388 members 
Mstep: Class 7 contains 3583 members 
Mstep: Class 8 contains 284289 members 
Mstep: Class 9 contains 80566 members 
Mstep: Class 10 contains 12405 members 
Mstep: Class 11 contains 7949 members 
Mstep: Class 12 contains 19464 members 
Mstep: Class 13 contains 184701 members 
Mstep: Class 14 contains 16962 members 
Mstep: Class 15 contains 19120 members 
Mstep: Class 16 contains 94565 members 
Mstep: Class 17 contains 2142 members 
Mstep: Class 18 contains 243778 members 
Mstep: Class 19 contains 27589 members 
Mstep: Class 20 contains 11351 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 11234 members 
Mstep: Class 23 contains 9536 members 
Mstep: Class 24 contains 261087 members 
Mstep: Class 25 contains 2237 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161393568.000000 Penalty: 87824.398438
Iteration 55Q: 26 clusters Score -1.613936e+08 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 7816 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 89522 members 
Mstep: Class 7 contains 3588 members 
Mstep: Class 8 contains 283299 members 
Mstep: Class 9 contains 80418 members 
Mstep: Class 10 contains 12360 members 
Mstep: Class 11 contains 8009 members 
Mstep: Class 12 contains 19480 members 
Mstep: Class 13 contains 182757 members 
Mstep: Class 14 contains 16929 members 
Mstep: Class 15 contains 19105 members 
Mstep: Class 16 contains 96585 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 243679 members 
Mstep: Class 19 contains 27536 members 
Mstep: Class 20 contains 11507 members 
Mstep: Class 21 contains 2482 members 
Mstep: Class 22 contains 11306 members 
Mstep: Class 23 contains 9571 members 
Mstep: Class 24 contains 260887 members 
Mstep: Class 25 contains 2249 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161394576.000000 Penalty: 87824.398438
Iteration 56Q: 26 clusters Score -1.613946e+08 nChanged 9190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24150 members 
Mstep: Class 2 contains 7819 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 90646 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 282354 members 
Mstep: Class 9 contains 80229 members 
Mstep: Class 10 contains 12325 members 
Mstep: Class 11 contains 8069 members 
Mstep: Class 12 contains 19507 members 
Mstep: Class 13 contains 181027 members 
Mstep: Class 14 contains 16894 members 
Mstep: Class 15 contains 19097 members 
Mstep: Class 16 contains 98619 members 
Mstep: Class 17 contains 2140 members 
Mstep: Class 18 contains 243526 members 
Mstep: Class 19 contains 27482 members 
Mstep: Class 20 contains 11634 members 
Mstep: Class 21 contains 2490 members 
Mstep: Class 22 contains 11368 members 
Mstep: Class 23 contains 9595 members 
Mstep: Class 24 contains 260560 members 
Mstep: Class 25 contains 2260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161396096.000000 Penalty: 87824.398438
Iteration 57Q: 26 clusters Score -1.613961e+08 nChanged 8762
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24158 members 
Mstep: Class 2 contains 7824 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 91732 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 281287 members 
Mstep: Class 9 contains 80043 members 
Mstep: Class 10 contains 12294 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 19516 members 
Mstep: Class 13 contains 179591 members 
Mstep: Class 14 contains 16844 members 
Mstep: Class 15 contains 19102 members 
Mstep: Class 16 contains 100673 members 
Mstep: Class 17 contains 2135 members 
Mstep: Class 18 contains 243406 members 
Mstep: Class 19 contains 27435 members 
Mstep: Class 20 contains 11763 members 
Mstep: Class 21 contains 2495 members 
Mstep: Class 22 contains 11423 members 
Mstep: Class 23 contains 9626 members 
Mstep: Class 24 contains 260047 members 
Mstep: Class 25 contains 2275 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161396528.000000 Penalty: 87824.398438
Iteration 58Q: 26 clusters Score -1.613965e+08 nChanged 8424
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24155 members 
Mstep: Class 2 contains 7829 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 92809 members 
Mstep: Class 7 contains 3589 members 
Mstep: Class 8 contains 280208 members 
Mstep: Class 9 contains 79928 members 
Mstep: Class 10 contains 12265 members 
Mstep: Class 11 contains 8151 members 
Mstep: Class 12 contains 19530 members 
Mstep: Class 13 contains 178201 members 
Mstep: Class 14 contains 16810 members 
Mstep: Class 15 contains 19121 members 
Mstep: Class 16 contains 102791 members 
Mstep: Class 17 contains 2133 members 
Mstep: Class 18 contains 243259 members 
Mstep: Class 19 contains 27395 members 
Mstep: Class 20 contains 11876 members 
Mstep: Class 21 contains 2504 members 
Mstep: Class 22 contains 11465 members 
Mstep: Class 23 contains 9649 members 
Mstep: Class 24 contains 259413 members 
Mstep: Class 25 contains 2296 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161396320.000000 Penalty: 87824.398438
Iteration 59Q: 26 clusters Score -1.613963e+08 nChanged 8289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 7836 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 93862 members 
Mstep: Class 7 contains 3586 members 
Mstep: Class 8 contains 279130 members 
Mstep: Class 9 contains 79803 members 
Mstep: Class 10 contains 12242 members 
Mstep: Class 11 contains 8173 members 
Mstep: Class 12 contains 19540 members 
Mstep: Class 13 contains 176939 members 
Mstep: Class 14 contains 16789 members 
Mstep: Class 15 contains 19120 members 
Mstep: Class 16 contains 104962 members 
Mstep: Class 17 contains 2131 members 
Mstep: Class 18 contains 243201 members 
Mstep: Class 19 contains 27346 members 
Mstep: Class 20 contains 11976 members 
Mstep: Class 21 contains 2503 members 
Mstep: Class 22 contains 11507 members 
Mstep: Class 23 contains 9664 members 
Mstep: Class 24 contains 258592 members 
Mstep: Class 25 contains 2312 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161397504.000000 Penalty: 87824.398438
Iteration 60F: 26 clusters Score -1.613975e+08 nChanged 8055
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24154 members 
Mstep: Class 2 contains 7837 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 94888 members 
Mstep: Class 7 contains 3585 members 
Mstep: Class 8 contains 277955 members 
Mstep: Class 9 contains 79695 members 
Mstep: Class 10 contains 12222 members 
Mstep: Class 11 contains 8175 members 
Mstep: Class 12 contains 19549 members 
Mstep: Class 13 contains 175939 members 
Mstep: Class 14 contains 16771 members 
Mstep: Class 15 contains 19112 members 
Mstep: Class 16 contains 107130 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 243026 members 
Mstep: Class 19 contains 27322 members 
Mstep: Class 20 contains 12072 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 11543 members 
Mstep: Class 23 contains 9691 members 
Mstep: Class 24 contains 257727 members 
Mstep: Class 25 contains 2327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161398288.000000 Penalty: 87824.398438
Iteration 61Q: 26 clusters Score -1.613983e+08 nChanged 8081
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 7845 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 95978 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 276714 members 
Mstep: Class 9 contains 79578 members 
Mstep: Class 10 contains 12202 members 
Mstep: Class 11 contains 8188 members 
Mstep: Class 12 contains 19559 members 
Mstep: Class 13 contains 175155 members 
Mstep: Class 14 contains 16762 members 
Mstep: Class 15 contains 19100 members 
Mstep: Class 16 contains 109372 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 242671 members 
Mstep: Class 19 contains 27321 members 
Mstep: Class 20 contains 12172 members 
Mstep: Class 21 contains 2530 members 
Mstep: Class 22 contains 11579 members 
Mstep: Class 23 contains 9706 members 
Mstep: Class 24 contains 256762 members 
Mstep: Class 25 contains 2332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161398656.000000 Penalty: 87824.398438
Iteration 62Q: 26 clusters Score -1.613987e+08 nChanged 7809
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24140 members 
Mstep: Class 2 contains 7851 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 96986 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 275564 members 
Mstep: Class 9 contains 79492 members 
Mstep: Class 10 contains 12188 members 
Mstep: Class 11 contains 8202 members 
Mstep: Class 12 contains 19570 members 
Mstep: Class 13 contains 174397 members 
Mstep: Class 14 contains 16755 members 
Mstep: Class 15 contains 19105 members 
Mstep: Class 16 contains 111683 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 242215 members 
Mstep: Class 19 contains 27288 members 
Mstep: Class 20 contains 12288 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 22 contains 11610 members 
Mstep: Class 23 contains 9711 members 
Mstep: Class 24 contains 255753 members 
Mstep: Class 25 contains 2338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161399264.000000 Penalty: 87824.398438
Iteration 63Q: 26 clusters Score -1.613993e+08 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24133 members 
Mstep: Class 2 contains 7864 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 98006 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 274556 members 
Mstep: Class 9 contains 79373 members 
Mstep: Class 10 contains 12179 members 
Mstep: Class 11 contains 8217 members 
Mstep: Class 12 contains 19575 members 
Mstep: Class 13 contains 173711 members 
Mstep: Class 14 contains 16740 members 
Mstep: Class 15 contains 19104 members 
Mstep: Class 16 contains 114022 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 241576 members 
Mstep: Class 19 contains 27254 members 
Mstep: Class 20 contains 12410 members 
Mstep: Class 21 contains 2545 members 
Mstep: Class 22 contains 11626 members 
Mstep: Class 23 contains 9727 members 
Mstep: Class 24 contains 254718 members 
Mstep: Class 25 contains 2342 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161399728.000000 Penalty: 87824.398438
Iteration 64Q: 26 clusters Score -1.613997e+08 nChanged 7429
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24145 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 99032 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 273586 members 
Mstep: Class 9 contains 79252 members 
Mstep: Class 10 contains 12163 members 
Mstep: Class 11 contains 8233 members 
Mstep: Class 12 contains 19576 members 
Mstep: Class 13 contains 172968 members 
Mstep: Class 14 contains 16735 members 
Mstep: Class 15 contains 19106 members 
Mstep: Class 16 contains 116423 members 
Mstep: Class 17 contains 2122 members 
Mstep: Class 18 contains 240915 members 
Mstep: Class 19 contains 27219 members 
Mstep: Class 20 contains 12519 members 
Mstep: Class 21 contains 2551 members 
Mstep: Class 22 contains 11641 members 
Mstep: Class 23 contains 9743 members 
Mstep: Class 24 contains 253675 members 
Mstep: Class 25 contains 2346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161400976.000000 Penalty: 87824.398438
Iteration 65Q: 26 clusters Score -1.61401e+08 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 7855 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 100058 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 272608 members 
Mstep: Class 9 contains 79150 members 
Mstep: Class 10 contains 12146 members 
Mstep: Class 11 contains 8237 members 
Mstep: Class 12 contains 19572 members 
Mstep: Class 13 contains 172370 members 
Mstep: Class 14 contains 16732 members 
Mstep: Class 15 contains 19110 members 
Mstep: Class 16 contains 118754 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 240239 members 
Mstep: Class 19 contains 27175 members 
Mstep: Class 20 contains 12621 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 11651 members 
Mstep: Class 23 contains 9757 members 
Mstep: Class 24 contains 252591 members 
Mstep: Class 25 contains 2351 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161402384.000000 Penalty: 87824.398438
Iteration 66Q: 26 clusters Score -1.614024e+08 nChanged 7094
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 7853 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 101116 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 271658 members 
Mstep: Class 9 contains 79076 members 
Mstep: Class 10 contains 12130 members 
Mstep: Class 11 contains 8247 members 
Mstep: Class 12 contains 19572 members 
Mstep: Class 13 contains 171735 members 
Mstep: Class 14 contains 16718 members 
Mstep: Class 15 contains 19107 members 
Mstep: Class 16 contains 121142 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 239406 members 
Mstep: Class 19 contains 27146 members 
Mstep: Class 20 contains 12725 members 
Mstep: Class 21 contains 2556 members 
Mstep: Class 22 contains 11657 members 
Mstep: Class 23 contains 9770 members 
Mstep: Class 24 contains 251545 members 
Mstep: Class 25 contains 2359 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161403008.000000 Penalty: 87824.398438
Iteration 67Q: 26 clusters Score -1.61403e+08 nChanged 7011
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 7847 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 102125 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 270769 members 
Mstep: Class 9 contains 79026 members 
Mstep: Class 10 contains 12116 members 
Mstep: Class 11 contains 8255 members 
Mstep: Class 12 contains 19572 members 
Mstep: Class 13 contains 171253 members 
Mstep: Class 14 contains 16700 members 
Mstep: Class 15 contains 19114 members 
Mstep: Class 16 contains 123575 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 238348 members 
Mstep: Class 19 contains 27118 members 
Mstep: Class 20 contains 12816 members 
Mstep: Class 21 contains 2552 members 
Mstep: Class 22 contains 11671 members 
Mstep: Class 23 contains 9783 members 
Mstep: Class 24 contains 250504 members 
Mstep: Class 25 contains 2368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161404384.000000 Penalty: 87824.398438
Iteration 68Q: 26 clusters Score -1.614044e+08 nChanged 6904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 7848 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 103117 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 269916 members 
Mstep: Class 9 contains 78959 members 
Mstep: Class 10 contains 12102 members 
Mstep: Class 11 contains 8263 members 
Mstep: Class 12 contains 19567 members 
Mstep: Class 13 contains 170793 members 
Mstep: Class 14 contains 16680 members 
Mstep: Class 15 contains 19133 members 
Mstep: Class 16 contains 126032 members 
Mstep: Class 17 contains 2124 members 
Mstep: Class 18 contains 237236 members 
Mstep: Class 19 contains 27089 members 
Mstep: Class 20 contains 12887 members 
Mstep: Class 21 contains 2552 members 
Mstep: Class 22 contains 11688 members 
Mstep: Class 23 contains 9792 members 
Mstep: Class 24 contains 249486 members 
Mstep: Class 25 contains 2376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161404864.000000 Penalty: 87824.398438
Iteration 69Q: 26 clusters Score -1.614049e+08 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24176 members 
Mstep: Class 2 contains 7849 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2335 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 104030 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 269104 members 
Mstep: Class 9 contains 78901 members 
Mstep: Class 10 contains 12088 members 
Mstep: Class 11 contains 8267 members 
Mstep: Class 12 contains 19565 members 
Mstep: Class 13 contains 170414 members 
Mstep: Class 14 contains 16661 members 
Mstep: Class 15 contains 19137 members 
Mstep: Class 16 contains 128501 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 236076 members 
Mstep: Class 19 contains 27068 members 
Mstep: Class 20 contains 12947 members 
Mstep: Class 21 contains 2551 members 
Mstep: Class 22 contains 11692 members 
Mstep: Class 23 contains 9807 members 
Mstep: Class 24 contains 248455 members 
Mstep: Class 25 contains 2391 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161405488.000000 Penalty: 87824.398438
Iteration 70Q: 26 clusters Score -1.614055e+08 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24175 members 
Mstep: Class 2 contains 7851 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 104942 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 268387 members 
Mstep: Class 9 contains 78851 members 
Mstep: Class 10 contains 12074 members 
Mstep: Class 11 contains 8273 members 
Mstep: Class 12 contains 19578 members 
Mstep: Class 13 contains 170105 members 
Mstep: Class 14 contains 16639 members 
Mstep: Class 15 contains 19138 members 
Mstep: Class 16 contains 130983 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 234719 members 
Mstep: Class 19 contains 27041 members 
Mstep: Class 20 contains 13000 members 
Mstep: Class 21 contains 2553 members 
Mstep: Class 22 contains 11699 members 
Mstep: Class 23 contains 9814 members 
Mstep: Class 24 contains 247451 members 
Mstep: Class 25 contains 2407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161406032.000000 Penalty: 87824.398438
Iteration 71Q: 26 clusters Score -1.61406e+08 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 7850 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 105860 members 
Mstep: Class 7 contains 3568 members 
Mstep: Class 8 contains 267633 members 
Mstep: Class 9 contains 78806 members 
Mstep: Class 10 contains 12066 members 
Mstep: Class 11 contains 8275 members 
Mstep: Class 12 contains 19577 members 
Mstep: Class 13 contains 169776 members 
Mstep: Class 14 contains 16611 members 
Mstep: Class 15 contains 19144 members 
Mstep: Class 16 contains 133558 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 233354 members 
Mstep: Class 19 contains 27022 members 
Mstep: Class 20 contains 13039 members 
Mstep: Class 21 contains 2550 members 
Mstep: Class 22 contains 11716 members 
Mstep: Class 23 contains 9824 members 
Mstep: Class 24 contains 246433 members 
Mstep: Class 25 contains 2418 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161406224.000000 Penalty: 87824.398438
Iteration 72Q: 26 clusters Score -1.614062e+08 nChanged 6539
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 7848 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 106786 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 266969 members 
Mstep: Class 9 contains 78779 members 
Mstep: Class 10 contains 12056 members 
Mstep: Class 11 contains 8274 members 
Mstep: Class 12 contains 19577 members 
Mstep: Class 13 contains 169306 members 
Mstep: Class 14 contains 16581 members 
Mstep: Class 15 contains 19164 members 
Mstep: Class 16 contains 136218 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 231944 members 
Mstep: Class 19 contains 26996 members 
Mstep: Class 20 contains 13075 members 
Mstep: Class 21 contains 2551 members 
Mstep: Class 22 contains 11737 members 
Mstep: Class 23 contains 9834 members 
Mstep: Class 24 contains 245400 members 
Mstep: Class 25 contains 2422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161406704.000000 Penalty: 87824.398438
Iteration 73Q: 26 clusters Score -1.614067e+08 nChanged 6475
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 7848 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 107696 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 266272 members 
Mstep: Class 9 contains 78752 members 
Mstep: Class 10 contains 12045 members 
Mstep: Class 11 contains 8274 members 
Mstep: Class 12 contains 19565 members 
Mstep: Class 13 contains 169038 members 
Mstep: Class 14 contains 16559 members 
Mstep: Class 15 contains 19167 members 
Mstep: Class 16 contains 138866 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 230407 members 
Mstep: Class 19 contains 26979 members 
Mstep: Class 20 contains 13115 members 
Mstep: Class 21 contains 2551 members 
Mstep: Class 22 contains 11748 members 
Mstep: Class 23 contains 9840 members 
Mstep: Class 24 contains 244361 members 
Mstep: Class 25 contains 2429 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161407056.000000 Penalty: 87824.398438
Iteration 74Q: 26 clusters Score -1.614071e+08 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 7851 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 108594 members 
Mstep: Class 7 contains 3570 members 
Mstep: Class 8 contains 265555 members 
Mstep: Class 9 contains 78721 members 
Mstep: Class 10 contains 12030 members 
Mstep: Class 11 contains 8273 members 
Mstep: Class 12 contains 19557 members 
Mstep: Class 13 contains 168759 members 
Mstep: Class 14 contains 16542 members 
Mstep: Class 15 contains 19176 members 
Mstep: Class 16 contains 141493 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 228946 members 
Mstep: Class 19 contains 26962 members 
Mstep: Class 20 contains 13150 members 
Mstep: Class 21 contains 2547 members 
Mstep: Class 22 contains 11755 members 
Mstep: Class 23 contains 9848 members 
Mstep: Class 24 contains 243315 members 
Mstep: Class 25 contains 2436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161407696.000000 Penalty: 87824.398438
Iteration 75Q: 26 clusters Score -1.614077e+08 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 7854 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 109483 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 264928 members 
Mstep: Class 9 contains 78681 members 
Mstep: Class 10 contains 12008 members 
Mstep: Class 11 contains 8273 members 
Mstep: Class 12 contains 19552 members 
Mstep: Class 13 contains 168419 members 
Mstep: Class 14 contains 16523 members 
Mstep: Class 15 contains 19193 members 
Mstep: Class 16 contains 144124 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 227422 members 
Mstep: Class 19 contains 26960 members 
Mstep: Class 20 contains 13188 members 
Mstep: Class 21 contains 2543 members 
Mstep: Class 22 contains 11760 members 
Mstep: Class 23 contains 9857 members 
Mstep: Class 24 contains 242295 members 
Mstep: Class 25 contains 2446 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161407888.000000 Penalty: 87824.398438
Iteration 76Q: 26 clusters Score -1.614079e+08 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 7852 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 110357 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 264349 members 
Mstep: Class 9 contains 78650 members 
Mstep: Class 10 contains 11993 members 
Mstep: Class 11 contains 8272 members 
Mstep: Class 12 contains 19546 members 
Mstep: Class 13 contains 168071 members 
Mstep: Class 14 contains 16506 members 
Mstep: Class 15 contains 19214 members 
Mstep: Class 16 contains 146801 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 225850 members 
Mstep: Class 19 contains 26936 members 
Mstep: Class 20 contains 13219 members 
Mstep: Class 21 contains 2542 members 
Mstep: Class 22 contains 11763 members 
Mstep: Class 23 contains 9870 members 
Mstep: Class 24 contains 241269 members 
Mstep: Class 25 contains 2456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161408752.000000 Penalty: 87824.398438
Iteration 77Q: 26 clusters Score -1.614088e+08 nChanged 6178
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 7853 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 111213 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 263773 members 
Mstep: Class 9 contains 78628 members 
Mstep: Class 10 contains 11983 members 
Mstep: Class 11 contains 8270 members 
Mstep: Class 12 contains 19537 members 
Mstep: Class 13 contains 167678 members 
Mstep: Class 14 contains 16493 members 
Mstep: Class 15 contains 19226 members 
Mstep: Class 16 contains 149621 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 224231 members 
Mstep: Class 19 contains 26906 members 
Mstep: Class 20 contains 13254 members 
Mstep: Class 21 contains 2538 members 
Mstep: Class 22 contains 11765 members 
Mstep: Class 23 contains 9876 members 
Mstep: Class 24 contains 240198 members 
Mstep: Class 25 contains 2461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161409216.000000 Penalty: 87824.398438
Iteration 78Q: 26 clusters Score -1.614092e+08 nChanged 6079
Entering ConstructFrom: 
Score: -161409216.000000 Penalty: 87824.398438
Entering ConstructFrom: 
Trying to split cluster 1 (24169 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24169 members 
Entering Unmasked Estep 
Score: -2447929.750000 Penalty: 2503.020752
	Iteration 0F: 2 clusters Score -2447930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2431161.000000 Penalty: 5006.041504
	Iteration 0F: 3 clusters Score -2431161 nChanged 10770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2437231.750000 Penalty: 5006.041504
	Iteration 1F: 3 clusters Score -2437232 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12016 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -2437949.500000 Penalty: 5006.041504
	Iteration 2F: 3 clusters Score -2437950 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2438682.500000 Penalty: 5006.041504
	Iteration 3F: 3 clusters Score -2438682 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -2439444.500000 Penalty: 5006.041504
	Iteration 4F: 3 clusters Score -2439444 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11834 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -2440251.250000 Penalty: 5006.041504
	Iteration 5F: 3 clusters Score -2440251 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -2441045.500000 Penalty: 5006.041504
	Iteration 6F: 3 clusters Score -2441046 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2441798.250000 Penalty: 5006.041504
	Iteration 7F: 3 clusters Score -2441798 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 12389 members 
Entering Unmasked Estep 
Score: -2442501.000000 Penalty: 5006.041504
	Iteration 8Q: 3 clusters Score -2442501 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -2443156.000000 Penalty: 5006.041504
	Iteration 9Q: 3 clusters Score -2443156 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2443639.750000 Penalty: 5006.041504
	Iteration 10Q: 3 clusters Score -2443640 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -2443951.750000 Penalty: 5006.041504
	Iteration 11Q: 3 clusters Score -2443952 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -2444171.250000 Penalty: 5006.041504
	Iteration 12Q: 3 clusters Score -2444171 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2444345.500000 Penalty: 5006.041504
	Iteration 13Q: 3 clusters Score -2444346 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2444459.500000 Penalty: 5006.041504
	Iteration 14Q: 3 clusters Score -2444460 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
Score: -2444563.500000 Penalty: 5006.041504
	Iteration 15Q: 3 clusters Score -2444564 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11950 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -2444650.750000 Penalty: 5006.041504
	Iteration 16Q: 3 clusters Score -2444651 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12003 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2444749.500000 Penalty: 5006.041504
	Iteration 17Q: 3 clusters Score -2444750 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -2444861.000000 Penalty: 5006.041504
	Iteration 18Q: 3 clusters Score -2444861 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 12049 members 
Entering Unmasked Estep 
Score: -2444946.250000 Penalty: 5006.041504
	Iteration 19Q: 3 clusters Score -2444946 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2445029.500000 Penalty: 5006.041504
	Iteration 20F: 3 clusters Score -2445030 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 11853 members 
Entering Unmasked Estep 
Score: -2445102.750000 Penalty: 5006.041504
	Iteration 21Q: 3 clusters Score -2445103 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -2445171.250000 Penalty: 5006.041504
	Iteration 22Q: 3 clusters Score -2445171 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -2445236.750000 Penalty: 5006.041504
	Iteration 23Q: 3 clusters Score -2445237 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12660 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -2445273.250000 Penalty: 5006.041504
	Iteration 24Q: 3 clusters Score -2445273 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12774 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2445303.000000 Penalty: 5006.041504
	Iteration 25Q: 3 clusters Score -2445303 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12911 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -2445334.500000 Penalty: 5006.041504
	Iteration 26Q: 3 clusters Score -2445334 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2445371.250000 Penalty: 5006.041504
	Iteration 27Q: 3 clusters Score -2445371 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2445385.750000 Penalty: 5006.041504
	Iteration 28Q: 3 clusters Score -2445386 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 10918 members 
Entering Unmasked Estep 
Score: -2445420.250000 Penalty: 5006.041504
	Iteration 29Q: 3 clusters Score -2445420 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -2445430.750000 Penalty: 5006.041504
	Iteration 30Q: 3 clusters Score -2445431 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2445463.500000 Penalty: 5006.041504
	Iteration 31Q: 3 clusters Score -2445464 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2445466.000000 Penalty: 5006.041504
	Iteration 32Q: 3 clusters Score -2445466 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13686 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -2445490.000000 Penalty: 5006.041504
	Iteration 33Q: 3 clusters Score -2445490 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13790 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2445506.250000 Penalty: 5006.041504
	Iteration 34Q: 3 clusters Score -2445506 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2445519.250000 Penalty: 5006.041504
	Iteration 35Q: 3 clusters Score -2445519 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2445531.000000 Penalty: 5006.041504
	Iteration 36Q: 3 clusters Score -2445531 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 10101 members 
Entering Unmasked Estep 
Score: -2445552.250000 Penalty: 5006.041504
	Iteration 37Q: 3 clusters Score -2445552 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -2445560.000000 Penalty: 5006.041504
	Iteration 38Q: 3 clusters Score -2445560 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2445560.500000 Penalty: 5006.041504
	Iteration 39Q: 3 clusters Score -2445560 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14323 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -2445577.000000 Penalty: 5006.041504
	Iteration 40F: 3 clusters Score -2445577 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2445595.500000 Penalty: 5006.041504
	Iteration 41Q: 3 clusters Score -2445596 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2445606.250000 Penalty: 5006.041504
	Iteration 42Q: 3 clusters Score -2445606 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14585 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -2445617.500000 Penalty: 5006.041504
	Iteration 43Q: 3 clusters Score -2445618 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2445634.250000 Penalty: 5006.041504
	Iteration 44Q: 3 clusters Score -2445634 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 9388 members 
Entering Unmasked Estep 
Score: -2445639.000000 Penalty: 5006.041504
	Iteration 45Q: 3 clusters Score -2445639 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2445666.250000 Penalty: 5006.041504
	Iteration 46Q: 3 clusters Score -2445666 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2445679.000000 Penalty: 5006.041504
	Iteration 47Q: 3 clusters Score -2445679 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15077 members 
Mstep: Class 2 contains 9092 members 
Entering Unmasked Estep 
Score: -2445680.250000 Penalty: 5006.041504
	Iteration 48Q: 3 clusters Score -2445680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -2445699.250000 Penalty: 5006.041504
	Iteration 49Q: 3 clusters Score -2445699 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -2445712.500000 Penalty: 5006.041504
	Iteration 50Q: 3 clusters Score -2445712 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -2445724.500000 Penalty: 5006.041504
	Iteration 51Q: 3 clusters Score -2445724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -2445731.250000 Penalty: 5006.041504
	Iteration 52Q: 3 clusters Score -2445731 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -2445740.000000 Penalty: 5006.041504
	Iteration 53Q: 3 clusters Score -2445740 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -2445745.000000 Penalty: 5006.041504
	Iteration 54Q: 3 clusters Score -2445745 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15611 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2445753.000000 Penalty: 5006.041504
	Iteration 55Q: 3 clusters Score -2445753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15663 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -2445752.500000 Penalty: 5006.041504
	Iteration 56Q: 3 clusters Score -2445752 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2445772.500000 Penalty: 5006.041504
	Iteration 57Q: 3 clusters Score -2445772 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15780 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -2445775.250000 Penalty: 5006.041504
	Iteration 58Q: 3 clusters Score -2445775 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15856 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2445786.250000 Penalty: 5006.041504
	Iteration 59Q: 3 clusters Score -2445786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15924 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2445793.500000 Penalty: 5006.041504
	Iteration 60F: 3 clusters Score -2445794 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -2445806.000000 Penalty: 5006.041504
	Iteration 61Q: 3 clusters Score -2445806 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2445808.750000 Penalty: 5006.041504
	Iteration 62Q: 3 clusters Score -2445809 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2445824.500000 Penalty: 5006.041504
	Iteration 63Q: 3 clusters Score -2445824 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16179 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -2445833.250000 Penalty: 5006.041504
	Iteration 64Q: 3 clusters Score -2445833 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2445841.500000 Penalty: 5006.041504
	Iteration 65Q: 3 clusters Score -2445842 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2445845.250000 Penalty: 5006.041504
	Iteration 66Q: 3 clusters Score -2445845 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16386 members 
Mstep: Class 2 contains 7783 members 
Entering Unmasked Estep 
Score: -2445850.750000 Penalty: 5006.041504
	Iteration 67Q: 3 clusters Score -2445851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2445860.500000 Penalty: 5006.041504
	Iteration 68Q: 3 clusters Score -2445860 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2445860.250000 Penalty: 5006.041504
	Iteration 69Q: 3 clusters Score -2445860 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -2445865.500000 Penalty: 5006.041504
	Iteration 70Q: 3 clusters Score -2445866 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 7576 members 
Entering Unmasked Estep 
Score: -2445873.500000 Penalty: 5006.041504
	Iteration 71Q: 3 clusters Score -2445874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -2445877.750000 Penalty: 5006.041504
	Iteration 72Q: 3 clusters Score -2445878 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16663 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -2445884.500000 Penalty: 5006.041504
	Iteration 73Q: 3 clusters Score -2445884 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16693 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -2445884.000000 Penalty: 5006.041504
	Iteration 74Q: 3 clusters Score -2445884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 7445 members 
Entering Unmasked Estep 
Score: -2445889.250000 Penalty: 5006.041504
	Iteration 75Q: 3 clusters Score -2445889 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -2445894.000000 Penalty: 5006.041504
	Iteration 76Q: 3 clusters Score -2445894 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16780 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -2445899.500000 Penalty: 5006.041504
	Iteration 77Q: 3 clusters Score -2445900 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -2445898.250000 Penalty: 5006.041504
	Iteration 78Q: 3 clusters Score -2445898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -2445905.250000 Penalty: 5006.041504
	Iteration 79Q: 3 clusters Score -2445905 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2445908.500000 Penalty: 5006.041504
	Iteration 80F: 3 clusters Score -2445908 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -2445905.000000 Penalty: 5006.041504
	Iteration 81Q: 3 clusters Score -2445905 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2445911.500000 Penalty: 5006.041504
	Iteration 82Q: 3 clusters Score -2445912 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2445913.750000 Penalty: 5006.041504
	Iteration 83Q: 3 clusters Score -2445914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 7234 members 
Entering Unmasked Estep 
Score: -2445912.750000 Penalty: 5006.041504
	Iteration 84Q: 3 clusters Score -2445913 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -2445910.500000 Penalty: 5006.041504
	Iteration 85Q: 3 clusters Score -2445910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 7209 members 
Entering Unmasked Estep 
Score: -2445913.750000 Penalty: 5006.041504
	Iteration 86Q: 3 clusters Score -2445914 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2445917.750000 Penalty: 5006.041504
	Iteration 87Q: 3 clusters Score -2445918 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2445924.750000 Penalty: 5006.041504
	Iteration 88Q: 3 clusters Score -2445925 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17029 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -2445927.500000 Penalty: 5006.041504
	Iteration 89Q: 3 clusters Score -2445928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -2445935.500000 Penalty: 5006.041504
	Iteration 90Q: 3 clusters Score -2445936 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -2445938.250000 Penalty: 5006.041504
	Iteration 91Q: 3 clusters Score -2445938 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17113 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -2445934.750000 Penalty: 5006.041504
	Iteration 92Q: 3 clusters Score -2445935 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -2445934.000000 Penalty: 5006.041504
	Iteration 93Q: 3 clusters Score -2445934 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -2445938.750000 Penalty: 5006.041504
	Iteration 94Q: 3 clusters Score -2445939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -2445930.750000 Penalty: 5006.041504
	Iteration 95Q: 3 clusters Score -2445931 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -2445935.250000 Penalty: 5006.041504
	Iteration 96Q: 3 clusters Score -2445935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 6925 members 
Entering Unmasked Estep 
Score: -2445940.250000 Penalty: 5006.041504
	Iteration 97Q: 3 clusters Score -2445940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -2445938.750000 Penalty: 5006.041504
	Iteration 98Q: 3 clusters Score -2445939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17285 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -2445940.000000 Penalty: 5006.041504
	Iteration 99Q: 3 clusters Score -2445940 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -2445939.250000 Penalty: 5006.041504
	Iteration 100F: 3 clusters Score -2445939 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -2445950.500000 Penalty: 5006.041504
	Iteration 101Q: 3 clusters Score -2445950 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2445952.500000 Penalty: 5006.041504
	Iteration 102Q: 3 clusters Score -2445952 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -2445950.250000 Penalty: 5006.041504
	Iteration 103Q: 3 clusters Score -2445950 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2445956.000000 Penalty: 5006.041504
	Iteration 104Q: 3 clusters Score -2445956 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2445952.000000 Penalty: 5006.041504
	Iteration 105Q: 3 clusters Score -2445952 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2445957.500000 Penalty: 5006.041504
	Iteration 106Q: 3 clusters Score -2445958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -2445962.500000 Penalty: 5006.041504
	Iteration 107Q: 3 clusters Score -2445962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2445962.250000 Penalty: 5006.041504
	Iteration 108Q: 3 clusters Score -2445962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 6636 members 
Entering Unmasked Estep 
Score: -2445963.250000 Penalty: 5006.041504
	Iteration 109Q: 3 clusters Score -2445963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -2445963.250000 Penalty: 5006.041504
	Iteration 110Q: 3 clusters Score -2445963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -2445964.750000 Penalty: 5006.041504
	Iteration 111Q: 3 clusters Score -2445965 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2445970.500000 Penalty: 5006.041504
	Iteration 112Q: 3 clusters Score -2445970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -2445972.500000 Penalty: 5006.041504
	Iteration 113Q: 3 clusters Score -2445972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17621 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -2445980.500000 Penalty: 5006.041504
	Iteration 114Q: 3 clusters Score -2445980 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -2445986.250000 Penalty: 5006.041504
	Iteration 115Q: 3 clusters Score -2445986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2445990.500000 Penalty: 5006.041504
	Iteration 116Q: 3 clusters Score -2445990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -2445989.250000 Penalty: 5006.041504
	Iteration 117Q: 3 clusters Score -2445989 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -2445988.500000 Penalty: 5006.041504
	Iteration 118Q: 3 clusters Score -2445988 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -2445990.250000 Penalty: 5006.041504
	Iteration 119Q: 3 clusters Score -2445990 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17731 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2445994.000000 Penalty: 5006.041504
	Iteration 120F: 3 clusters Score -2445994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -2445990.250000 Penalty: 5006.041504
	Iteration 121Q: 3 clusters Score -2445990 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2446001.250000 Penalty: 5006.041504
	Iteration 122Q: 3 clusters Score -2446001 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -2446007.000000 Penalty: 5006.041504
	Iteration 123Q: 3 clusters Score -2446007 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -2446008.250000 Penalty: 5006.041504
	Iteration 124Q: 3 clusters Score -2446008 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2446010.000000 Penalty: 5006.041504
	Iteration 125Q: 3 clusters Score -2446010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -2446008.000000 Penalty: 5006.041504
	Iteration 126Q: 3 clusters Score -2446008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -2446008.000000 Penalty: 5006.041504
	Iteration 127Q: 3 clusters Score -2446008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 6246 members 
Entering Unmasked Estep 
Score: -2446009.750000 Penalty: 5006.041504
	Iteration 128Q: 3 clusters Score -2446010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -2446013.750000 Penalty: 5006.041504
	Iteration 129Q: 3 clusters Score -2446014 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -2446015.500000 Penalty: 5006.041504
	Iteration 130Q: 3 clusters Score -2446016 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -2446013.250000 Penalty: 5006.041504
	Iteration 131Q: 3 clusters Score -2446013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -2446017.250000 Penalty: 5006.041504
	Iteration 132Q: 3 clusters Score -2446017 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17994 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2446020.750000 Penalty: 5006.041504
	Iteration 133Q: 3 clusters Score -2446021 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18019 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -2446018.000000 Penalty: 5006.041504
	Iteration 134Q: 3 clusters Score -2446018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -2446017.750000 Penalty: 5006.041504
	Iteration 135Q: 3 clusters Score -2446018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -2446018.500000 Penalty: 5006.041504
	Iteration 136Q: 3 clusters Score -2446018 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2446023.750000 Penalty: 5006.041504
	Iteration 137Q: 3 clusters Score -2446024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2446022.250000 Penalty: 5006.041504
	Iteration 138Q: 3 clusters Score -2446022 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 6070 members 
Entering Unmasked Estep 
Score: -2446030.250000 Penalty: 5006.041504
	Iteration 139Q: 3 clusters Score -2446030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18112 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -2446022.500000 Penalty: 5006.041504
	Iteration 140F: 3 clusters Score -2446022 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 6047 members 
Entering Unmasked Estep 
Score: -2446023.750000 Penalty: 5006.041504
	Iteration 141Q: 3 clusters Score -2446024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18134 members 
Mstep: Class 2 contains 6035 members 
Entering Unmasked Estep 
Score: -2446030.250000 Penalty: 5006.041504
	Iteration 142Q: 3 clusters Score -2446030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2446029.000000 Penalty: 5006.041504
	Iteration 143Q: 3 clusters Score -2446029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -2446036.250000 Penalty: 5006.041504
	Iteration 144Q: 3 clusters Score -2446036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2446034.750000 Penalty: 5006.041504
	Iteration 145Q: 3 clusters Score -2446035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18159 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2446035.750000 Penalty: 5006.041504
	Iteration 146Q: 3 clusters Score -2446036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -2446037.500000 Penalty: 5006.041504
	Iteration 147Q: 3 clusters Score -2446038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -2446038.500000 Penalty: 5006.041504
	Iteration 148Q: 3 clusters Score -2446038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -2446038.000000 Penalty: 5006.041504
	Iteration 149Q: 3 clusters Score -2446038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2446036.500000 Penalty: 5006.041504
	Iteration 150Q: 3 clusters Score -2446036 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -2446042.500000 Penalty: 5006.041504
	Iteration 151Q: 3 clusters Score -2446042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -2446037.250000 Penalty: 5006.041504
	Iteration 152Q: 3 clusters Score -2446037 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 5935 members 
Entering Unmasked Estep 
Score: -2446039.500000 Penalty: 5006.041504
	Iteration 153Q: 3 clusters Score -2446040 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -2446036.750000 Penalty: 5006.041504
	Iteration 154Q: 3 clusters Score -2446037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -2446041.750000 Penalty: 5006.041504
	Iteration 155Q: 3 clusters Score -2446042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -2446039.750000 Penalty: 5006.041504
	Iteration 156Q: 3 clusters Score -2446040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -2446046.500000 Penalty: 5006.041504
	Iteration 157Q: 3 clusters Score -2446046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -2446046.250000 Penalty: 5006.041504
	Iteration 158Q: 3 clusters Score -2446046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18327 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -2446051.250000 Penalty: 5006.041504
	Iteration 159Q: 3 clusters Score -2446051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -2446052.500000 Penalty: 5006.041504
	Iteration 160F: 3 clusters Score -2446052 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18338 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2446052.750000 Penalty: 5006.041504
	Iteration 161Q: 3 clusters Score -2446053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -2446051.250000 Penalty: 5006.041504
	Iteration 162Q: 3 clusters Score -2446051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2446051.250000 Penalty: 5006.041504
	Iteration 163Q: 3 clusters Score -2446051 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -2446052.750000 Penalty: 5006.041504
	Iteration 164Q: 3 clusters Score -2446053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2446056.250000 Penalty: 5006.041504
	Iteration 165Q: 3 clusters Score -2446056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -2446055.500000 Penalty: 5006.041504
	Iteration 166Q: 3 clusters Score -2446056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -2446055.750000 Penalty: 5006.041504
	Iteration 167Q: 3 clusters Score -2446056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -2446054.750000 Penalty: 5006.041504
	Iteration 168Q: 3 clusters Score -2446055 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2446052.250000 Penalty: 5006.041504
	Iteration 169Q: 3 clusters Score -2446052 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
Score: -2446057.500000 Penalty: 5006.041504
	Iteration 170Q: 3 clusters Score -2446058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2446055.500000 Penalty: 5006.041504
	Iteration 171Q: 3 clusters Score -2446056 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -2446056.500000 Penalty: 5006.041504
	Iteration 172Q: 3 clusters Score -2446056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -2446057.000000 Penalty: 5006.041504
	Iteration 173Q: 3 clusters Score -2446057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18416 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2446059.500000 Penalty: 5006.041504
	Iteration 174Q: 3 clusters Score -2446060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -2446058.250000 Penalty: 5006.041504
	Iteration 175Q: 3 clusters Score -2446058 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -2446060.000000 Penalty: 5006.041504
	Iteration 176Q: 3 clusters Score -2446060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2446058.750000 Penalty: 5006.041504
	Iteration 177Q: 3 clusters Score -2446059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -2446064.000000 Penalty: 5006.041504
	Iteration 178Q: 3 clusters Score -2446064 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -2446064.250000 Penalty: 5006.041504
	Iteration 179Q: 3 clusters Score -2446064 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2446065.250000 Penalty: 5006.041504
	Iteration 180F: 3 clusters Score -2446065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2446064.500000 Penalty: 5006.041504
	Iteration 181Q: 3 clusters Score -2446064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2446066.500000 Penalty: 5006.041504
	Iteration 182Q: 3 clusters Score -2446066 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18458 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2446065.750000 Penalty: 5006.041504
	Iteration 183Q: 3 clusters Score -2446066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18461 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -2446068.250000 Penalty: 5006.041504
	Iteration 184Q: 3 clusters Score -2446068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -2446070.750000 Penalty: 5006.041504
	Iteration 185Q: 3 clusters Score -2446071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 5703 members 
Entering Unmasked Estep 
Score: -2446070.750000 Penalty: 5006.041504
	Iteration 186Q: 3 clusters Score -2446071 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2446072.250000 Penalty: 5006.041504
	Iteration 187Q: 3 clusters Score -2446072 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2446072.250000 Penalty: 5006.041504
	Iteration 188F: 3 clusters Score -2446072 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Entering Unmasked Estep 
Score: -768462.250000 Penalty: 2224.320312
	Iteration 0F: 2 clusters Score -768462.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -762224.062500 Penalty: 4448.640625
	Iteration 0F: 3 clusters Score -762224.1 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -764047.750000 Penalty: 4448.640625
	Iteration 1F: 3 clusters Score -764047.8 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -764444.562500 Penalty: 4448.640625
	Iteration 2F: 3 clusters Score -764444.6 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -764767.000000 Penalty: 4448.640625
	Iteration 3F: 3 clusters Score -764767 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -765001.812500 Penalty: 4448.640625
	Iteration 4F: 3 clusters Score -765001.8 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -765184.187500 Penalty: 4448.640625
	Iteration 5Q: 3 clusters Score -765184.2 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -765326.437500 Penalty: 4448.640625
	Iteration 6Q: 3 clusters Score -765326.4 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -765451.437500 Penalty: 4448.640625
	Iteration 7Q: 3 clusters Score -765451.4 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -765571.875000 Penalty: 4448.640625
	Iteration 8Q: 3 clusters Score -765571.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -765677.687500 Penalty: 4448.640625
	Iteration 9Q: 3 clusters Score -765677.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -765769.750000 Penalty: 4448.640625
	Iteration 10Q: 3 clusters Score -765769.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -765876.000000 Penalty: 4448.640625
	Iteration 11Q: 3 clusters Score -765876 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -766002.937500 Penalty: 4448.640625
	Iteration 12Q: 3 clusters Score -766002.9 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -766114.062500 Penalty: 4448.640625
	Iteration 13Q: 3 clusters Score -766114.1 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5326 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -766219.312500 Penalty: 4448.640625
	Iteration 14Q: 3 clusters Score -766219.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -766332.812500 Penalty: 4448.640625
	Iteration 15Q: 3 clusters Score -766332.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -766425.625000 Penalty: 4448.640625
	Iteration 16Q: 3 clusters Score -766425.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -766506.375000 Penalty: 4448.640625
	Iteration 17Q: 3 clusters Score -766506.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -766571.312500 Penalty: 4448.640625
	Iteration 18Q: 3 clusters Score -766571.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -766609.187500 Penalty: 4448.640625
	Iteration 19Q: 3 clusters Score -766609.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -766641.687500 Penalty: 4448.640625
	Iteration 20F: 3 clusters Score -766641.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -766681.750000 Penalty: 4448.640625
	Iteration 21Q: 3 clusters Score -766681.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -766713.062500 Penalty: 4448.640625
	Iteration 22Q: 3 clusters Score -766713.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -766733.187500 Penalty: 4448.640625
	Iteration 23Q: 3 clusters Score -766733.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -766743.437500 Penalty: 4448.640625
	Iteration 24Q: 3 clusters Score -766743.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -766753.062500 Penalty: 4448.640625
	Iteration 25Q: 3 clusters Score -766753.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -766763.500000 Penalty: 4448.640625
	Iteration 26Q: 3 clusters Score -766763.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -766769.250000 Penalty: 4448.640625
	Iteration 27Q: 3 clusters Score -766769.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -766776.687500 Penalty: 4448.640625
	Iteration 28Q: 3 clusters Score -766776.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -766780.687500 Penalty: 4448.640625
	Iteration 29Q: 3 clusters Score -766780.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -766784.312500 Penalty: 4448.640625
	Iteration 30Q: 3 clusters Score -766784.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -766787.937500 Penalty: 4448.640625
	Iteration 31Q: 3 clusters Score -766787.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -766788.875000 Penalty: 4448.640625
	Iteration 32Q: 3 clusters Score -766788.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -766795.250000 Penalty: 4448.640625
	Iteration 33Q: 3 clusters Score -766795.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -766793.812500 Penalty: 4448.640625
	Iteration 34Q: 3 clusters Score -766793.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -766796.812500 Penalty: 4448.640625
	Iteration 35Q: 3 clusters Score -766796.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -766796.500000 Penalty: 4448.640625
	Iteration 36Q: 3 clusters Score -766796.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -766796.062500 Penalty: 4448.640625
	Iteration 37Q: 3 clusters Score -766796.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -766798.500000 Penalty: 4448.640625
	Iteration 38Q: 3 clusters Score -766798.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -766801.500000 Penalty: 4448.640625
	Iteration 39Q: 3 clusters Score -766801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -766801.250000 Penalty: 4448.640625
	Iteration 40F: 3 clusters Score -766801.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -766800.875000 Penalty: 4448.640625
	Iteration 41Q: 3 clusters Score -766800.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -766802.750000 Penalty: 4448.640625
	Iteration 42Q: 3 clusters Score -766802.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -766805.562500 Penalty: 4448.640625
	Iteration 43Q: 3 clusters Score -766805.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -766808.062500 Penalty: 4448.640625
	Iteration 44Q: 3 clusters Score -766808.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -766806.750000 Penalty: 4448.640625
	Iteration 45Q: 3 clusters Score -766806.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -766805.437500 Penalty: 4448.640625
	Iteration 46Q: 3 clusters Score -766805.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -766808.312500 Penalty: 4448.640625
	Iteration 47Q: 3 clusters Score -766808.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -766807.500000 Penalty: 4448.640625
	Iteration 48Q: 3 clusters Score -766807.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -766807.500000 Penalty: 4448.640625
	Iteration 49F: 3 clusters Score -766807.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -42044.890625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -42044.89 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 225 members 
Entering Unmasked Estep 
Score: -40583.906250 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40583.91 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -40836.046875 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40836.05 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40945.578125 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -40945.58 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41062.269531 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -41062.27 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -41170.902344 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -41170.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41314.011719 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -41314.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41382.792969 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -41382.79 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41433.230469 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -41433.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -41454.921875 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -41454.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41467.218750 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -41467.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41467.218750 Penalty: 3020.166260
	Iteration 10F: 3 clusters Score -41467.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -245401.531250 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -245401.5 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 1172 members 
Entering Unmasked Estep 
Score: -242583.671875 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -242583.7 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -243369.609375 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -243369.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -244249.250000 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -244249.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -244811.718750 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -244811.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -245207.781250 Penalty: 3846.647949
	Iteration 4F: 3 clusters Score -245207.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -245521.593750 Penalty: 3846.647949
	Iteration 5F: 3 clusters Score -245521.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -245973.640625 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -245973.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -246099.859375 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -246099.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -246137.609375 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -246137.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -246159.109375 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -246159.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -246177.312500 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -246177.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -246191.015625 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -246191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -246199.875000 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -246199.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -246212.187500 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -246212.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -246221.046875 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -246221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -246224.921875 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -246224.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -246227.921875 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -246227.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -246231.093750 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -246231.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -246237.828125 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -246237.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -246243.546875 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -246243.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -246251.703125 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -246251.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -246261.562500 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -246261.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -246280.546875 Penalty: 3846.647949
	Iteration 22Q: 3 clusters Score -246280.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -246304.687500 Penalty: 3846.647949
	Iteration 23Q: 3 clusters Score -246304.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -246338.218750 Penalty: 3846.647949
	Iteration 24Q: 3 clusters Score -246338.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -246363.656250 Penalty: 3846.647949
	Iteration 25Q: 3 clusters Score -246363.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -246385.765625 Penalty: 3846.647949
	Iteration 26Q: 3 clusters Score -246385.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -246399.171875 Penalty: 3846.647949
	Iteration 27Q: 3 clusters Score -246399.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -246408.890625 Penalty: 3846.647949
	Iteration 28Q: 3 clusters Score -246408.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -246426.812500 Penalty: 3846.647949
	Iteration 29Q: 3 clusters Score -246426.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -246451.593750 Penalty: 3846.647949
	Iteration 30Q: 3 clusters Score -246451.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -246473.953125 Penalty: 3846.647949
	Iteration 31Q: 3 clusters Score -246474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -246505.703125 Penalty: 3846.647949
	Iteration 32Q: 3 clusters Score -246505.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -246533.531250 Penalty: 3846.647949
	Iteration 33Q: 3 clusters Score -246533.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -246547.328125 Penalty: 3846.647949
	Iteration 34Q: 3 clusters Score -246547.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -246555.218750 Penalty: 3846.647949
	Iteration 35Q: 3 clusters Score -246555.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -246560.187500 Penalty: 3846.647949
	Iteration 36Q: 3 clusters Score -246560.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -246561.437500 Penalty: 3846.647949
	Iteration 37Q: 3 clusters Score -246561.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -246561.843750 Penalty: 3846.647949
	Iteration 38Q: 3 clusters Score -246561.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -246564.734375 Penalty: 3846.647949
	Iteration 39Q: 3 clusters Score -246564.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -246567.078125 Penalty: 3846.647949
	Iteration 40F: 3 clusters Score -246567.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 995 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 112042 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 263229 members 
Mstep: Class 9 contains 78636 members 
Mstep: Class 10 contains 11973 members 
Mstep: Class 11 contains 8268 members 
Mstep: Class 12 contains 19523 members 
Mstep: Class 13 contains 167294 members 
Mstep: Class 14 contains 16480 members 
Mstep: Class 15 contains 19242 members 
Mstep: Class 16 contains 152432 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 222634 members 
Mstep: Class 19 contains 26896 members 
Mstep: Class 20 contains 13283 members 
Mstep: Class 21 contains 2539 members 
Mstep: Class 22 contains 11769 members 
Mstep: Class 23 contains 9884 members 
Mstep: Class 24 contains 239059 members 
Mstep: Class 25 contains 2465 members 
Mstep: Class 26 contains 1339 members 
Entering Unmasked Estep 
Score: -161408864.000000 Penalty: 91337.375000
Splitting cluster 4 changes total score from -161409216.000000 to -161408864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -50645.285156 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -50645.29 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 264 members 
Entering Unmasked Estep 
Score: -49170.253906 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -49170.25 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49328.355469 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -49328.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -49382.804688 Penalty: 3078.461670
	Iteration 2Q: 3 clusters Score -49382.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -49435.562500 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -49435.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -49456.011719 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -49456.01 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -49470.160156 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -49470.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -49473.367188 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -49473.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -49477.925781 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -49477.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -49477.925781 Penalty: 3078.461670
	Iteration 8F: 3 clusters Score -49477.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (112042 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112042 members 
Entering Unmasked Estep 
Score: -13269280.000000 Penalty: 2883.404053
	Iteration 0F: 2 clusters Score -1.326928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 56070 members 
Entering Unmasked Estep 
Score: -13194493.000000 Penalty: 5766.808105
	Iteration 0F: 3 clusters Score -1.319449e+07 nChanged 52997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55577 members 
Mstep: Class 2 contains 56465 members 
Entering Unmasked Estep 
Score: -13224330.000000 Penalty: 5766.808105
	Iteration 1F: 3 clusters Score -1.322433e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55485 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -13225068.000000 Penalty: 5766.808105
	Iteration 2Q: 3 clusters Score -1.322507e+07 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55300 members 
Mstep: Class 2 contains 56742 members 
Entering Unmasked Estep 
Score: -13225924.000000 Penalty: 5766.808105
	Iteration 3Q: 3 clusters Score -1.322592e+07 nChanged 3616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55012 members 
Mstep: Class 2 contains 57030 members 
Entering Unmasked Estep 
Score: -13226815.000000 Penalty: 5766.808105
	Iteration 4Q: 3 clusters Score -1.322682e+07 nChanged 3798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 57510 members 
Entering Unmasked Estep 
Score: -13227927.000000 Penalty: 5766.808105
	Iteration 5Q: 3 clusters Score -1.322793e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53711 members 
Mstep: Class 2 contains 58331 members 
Entering Unmasked Estep 
Score: -13229356.000000 Penalty: 5766.808105
	Iteration 6Q: 3 clusters Score -1.322936e+07 nChanged 4521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52500 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -13231243.000000 Penalty: 5766.808105
	Iteration 7Q: 3 clusters Score -1.323124e+07 nChanged 5149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 61351 members 
Entering Unmasked Estep 
Score: -13233699.000000 Penalty: 5766.808105
	Iteration 8Q: 3 clusters Score -1.32337e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48321 members 
Mstep: Class 2 contains 63721 members 
Entering Unmasked Estep 
Score: -13237265.000000 Penalty: 5766.808105
	Iteration 9F: 3 clusters Score -1.323726e+07 nChanged 6557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 66404 members 
Entering Unmasked Estep 
Score: -13241854.000000 Penalty: 5766.808105
	Iteration 10F: 3 clusters Score -1.324185e+07 nChanged 6688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43022 members 
Mstep: Class 2 contains 69020 members 
Entering Unmasked Estep 
Score: -13246447.000000 Penalty: 5766.808105
	Iteration 11F: 3 clusters Score -1.324645e+07 nChanged 5902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40906 members 
Mstep: Class 2 contains 71136 members 
Entering Unmasked Estep 
Score: -13249812.000000 Penalty: 5766.808105
	Iteration 12F: 3 clusters Score -1.324981e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 72867 members 
Entering Unmasked Estep 
Score: -13251379.000000 Penalty: 5766.808105
	Iteration 13Q: 3 clusters Score -1.325138e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37565 members 
Mstep: Class 2 contains 74477 members 
Entering Unmasked Estep 
Score: -13252083.000000 Penalty: 5766.808105
	Iteration 14Q: 3 clusters Score -1.325208e+07 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -13252663.000000 Penalty: 5766.808105
	Iteration 15Q: 3 clusters Score -1.325266e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 77743 members 
Entering Unmasked Estep 
Score: -13253259.000000 Penalty: 5766.808105
	Iteration 16Q: 3 clusters Score -1.325326e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 79493 members 
Entering Unmasked Estep 
Score: -13253815.000000 Penalty: 5766.808105
	Iteration 17Q: 3 clusters Score -1.325382e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30658 members 
Mstep: Class 2 contains 81384 members 
Entering Unmasked Estep 
Score: -13254608.000000 Penalty: 5766.808105
	Iteration 18Q: 3 clusters Score -1.325461e+07 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -13255536.000000 Penalty: 5766.808105
	Iteration 19Q: 3 clusters Score -1.325554e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26665 members 
Mstep: Class 2 contains 85377 members 
Entering Unmasked Estep 
Score: -13256579.000000 Penalty: 5766.808105
	Iteration 20F: 3 clusters Score -1.325658e+07 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 87437 members 
Entering Unmasked Estep 
Score: -13257795.000000 Penalty: 5766.808105
	Iteration 21Q: 3 clusters Score -1.32578e+07 nChanged 1966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 89325 members 
Entering Unmasked Estep 
Score: -13258981.000000 Penalty: 5766.808105
	Iteration 22Q: 3 clusters Score -1.325898e+07 nChanged 1842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 91077 members 
Entering Unmasked Estep 
Score: -13259965.000000 Penalty: 5766.808105
	Iteration 23Q: 3 clusters Score -1.325996e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 92706 members 
Entering Unmasked Estep 
Score: -13260887.000000 Penalty: 5766.808105
	Iteration 24Q: 3 clusters Score -1.326089e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 94125 members 
Entering Unmasked Estep 
Score: -13261551.000000 Penalty: 5766.808105
	Iteration 25Q: 3 clusters Score -1.326155e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 95401 members 
Entering Unmasked Estep 
Score: -13262100.000000 Penalty: 5766.808105
	Iteration 26Q: 3 clusters Score -1.32621e+07 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 96609 members 
Entering Unmasked Estep 
Score: -13262568.000000 Penalty: 5766.808105
	Iteration 27Q: 3 clusters Score -1.326257e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 97693 members 
Entering Unmasked Estep 
Score: -13262874.000000 Penalty: 5766.808105
	Iteration 28Q: 3 clusters Score -1.326287e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 98683 members 
Entering Unmasked Estep 
Score: -13263154.000000 Penalty: 5766.808105
	Iteration 29Q: 3 clusters Score -1.326315e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 99655 members 
Entering Unmasked Estep 
Score: -13263455.000000 Penalty: 5766.808105
	Iteration 30Q: 3 clusters Score -1.326346e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 100556 members 
Entering Unmasked Estep 
Score: -13263790.000000 Penalty: 5766.808105
	Iteration 31Q: 3 clusters Score -1.326379e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 101382 members 
Entering Unmasked Estep 
Score: -13264011.000000 Penalty: 5766.808105
	Iteration 32Q: 3 clusters Score -1.326401e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 102170 members 
Entering Unmasked Estep 
Score: -13264247.000000 Penalty: 5766.808105
	Iteration 33Q: 3 clusters Score -1.326425e+07 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 102962 members 
Entering Unmasked Estep 
Score: -13264456.000000 Penalty: 5766.808105
	Iteration 34Q: 3 clusters Score -1.326446e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 103690 members 
Entering Unmasked Estep 
Score: -13264763.000000 Penalty: 5766.808105
	Iteration 35Q: 3 clusters Score -1.326476e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 104389 members 
Entering Unmasked Estep 
Score: -13264912.000000 Penalty: 5766.808105
	Iteration 36Q: 3 clusters Score -1.326491e+07 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 105056 members 
Entering Unmasked Estep 
Score: -13265134.000000 Penalty: 5766.808105
	Iteration 37Q: 3 clusters Score -1.326513e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 105712 members 
Entering Unmasked Estep 
Score: -13265380.000000 Penalty: 5766.808105
	Iteration 38Q: 3 clusters Score -1.326538e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 106324 members 
Entering Unmasked Estep 
Score: -13265587.000000 Penalty: 5766.808105
	Iteration 39Q: 3 clusters Score -1.326559e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 106858 members 
Entering Unmasked Estep 
Score: -13265805.000000 Penalty: 5766.808105
	Iteration 40F: 3 clusters Score -1.32658e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4690 members 
Mstep: Class 2 contains 107352 members 
Entering Unmasked Estep 
Score: -13265972.000000 Penalty: 5766.808105
	Iteration 41Q: 3 clusters Score -1.326597e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 107764 members 
Entering Unmasked Estep 
Score: -13266089.000000 Penalty: 5766.808105
	Iteration 42Q: 3 clusters Score -1.326609e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 108130 members 
Entering Unmasked Estep 
Score: -13266200.000000 Penalty: 5766.808105
	Iteration 43Q: 3 clusters Score -1.32662e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 108452 members 
Entering Unmasked Estep 
Score: -13266279.000000 Penalty: 5766.808105
	Iteration 44Q: 3 clusters Score -1.326628e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 108738 members 
Entering Unmasked Estep 
Score: -13266427.000000 Penalty: 5766.808105
	Iteration 45Q: 3 clusters Score -1.326643e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 108979 members 
Entering Unmasked Estep 
Score: -13266529.000000 Penalty: 5766.808105
	Iteration 46Q: 3 clusters Score -1.326653e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 109191 members 
Entering Unmasked Estep 
Score: -13266601.000000 Penalty: 5766.808105
	Iteration 47Q: 3 clusters Score -1.32666e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 109355 members 
Entering Unmasked Estep 
Score: -13266689.000000 Penalty: 5766.808105
	Iteration 48Q: 3 clusters Score -1.326669e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 109499 members 
Entering Unmasked Estep 
Score: -13266695.000000 Penalty: 5766.808105
	Iteration 49Q: 3 clusters Score -1.32667e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 109646 members 
Entering Unmasked Estep 
Score: -13266722.000000 Penalty: 5766.808105
	Iteration 50Q: 3 clusters Score -1.326672e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 109773 members 
Entering Unmasked Estep 
Score: -13266800.000000 Penalty: 5766.808105
	Iteration 51Q: 3 clusters Score -1.32668e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 109903 members 
Entering Unmasked Estep 
Score: -13266862.000000 Penalty: 5766.808105
	Iteration 52Q: 3 clusters Score -1.326686e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 110001 members 
Entering Unmasked Estep 
Score: -13266893.000000 Penalty: 5766.808105
	Iteration 53Q: 3 clusters Score -1.326689e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 110106 members 
Entering Unmasked Estep 
Score: -13266941.000000 Penalty: 5766.808105
	Iteration 54Q: 3 clusters Score -1.326694e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 110183 members 
Entering Unmasked Estep 
Score: -13267002.000000 Penalty: 5766.808105
	Iteration 55Q: 3 clusters Score -1.3267e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 110263 members 
Entering Unmasked Estep 
Score: -13267044.000000 Penalty: 5766.808105
	Iteration 56Q: 3 clusters Score -1.326704e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 110337 members 
Entering Unmasked Estep 
Score: -13267040.000000 Penalty: 5766.808105
	Iteration 57Q: 3 clusters Score -1.326704e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 110403 members 
Entering Unmasked Estep 
Score: -13267054.000000 Penalty: 5766.808105
	Iteration 58Q: 3 clusters Score -1.326705e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 110444 members 
Entering Unmasked Estep 
Score: -13267078.000000 Penalty: 5766.808105
	Iteration 59Q: 3 clusters Score -1.326708e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 110491 members 
Entering Unmasked Estep 
Score: -13267095.000000 Penalty: 5766.808105
	Iteration 60F: 3 clusters Score -1.32671e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 110526 members 
Entering Unmasked Estep 
Score: -13267119.000000 Penalty: 5766.808105
	Iteration 61Q: 3 clusters Score -1.326712e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 110554 members 
Entering Unmasked Estep 
Score: -13267142.000000 Penalty: 5766.808105
	Iteration 62Q: 3 clusters Score -1.326714e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 110583 members 
Entering Unmasked Estep 
Score: -13267149.000000 Penalty: 5766.808105
	Iteration 63Q: 3 clusters Score -1.326715e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 110611 members 
Entering Unmasked Estep 
Score: -13267164.000000 Penalty: 5766.808105
	Iteration 64Q: 3 clusters Score -1.326716e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 110639 members 
Entering Unmasked Estep 
Score: -13267214.000000 Penalty: 5766.808105
	Iteration 65Q: 3 clusters Score -1.326721e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 110650 members 
Entering Unmasked Estep 
Score: -13267210.000000 Penalty: 5766.808105
	Iteration 66Q: 3 clusters Score -1.326721e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 110670 members 
Entering Unmasked Estep 
Score: -13267220.000000 Penalty: 5766.808105
	Iteration 67Q: 3 clusters Score -1.326722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 110682 members 
Entering Unmasked Estep 
Score: -13267217.000000 Penalty: 5766.808105
	Iteration 68Q: 3 clusters Score -1.326722e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 110692 members 
Entering Unmasked Estep 
Score: -13267230.000000 Penalty: 5766.808105
	Iteration 69Q: 3 clusters Score -1.326723e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 110706 members 
Entering Unmasked Estep 
Score: -13267236.000000 Penalty: 5766.808105
	Iteration 70Q: 3 clusters Score -1.326724e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 110719 members 
Entering Unmasked Estep 
Score: -13267242.000000 Penalty: 5766.808105
	Iteration 71Q: 3 clusters Score -1.326724e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 110729 members 
Entering Unmasked Estep 
Score: -13267252.000000 Penalty: 5766.808105
	Iteration 72Q: 3 clusters Score -1.326725e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 110738 members 
Entering Unmasked Estep 
Score: -13267262.000000 Penalty: 5766.808105
	Iteration 73Q: 3 clusters Score -1.326726e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 110741 members 
Entering Unmasked Estep 
Score: -13267262.000000 Penalty: 5766.808105
	Iteration 74Q: 3 clusters Score -1.326726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 110745 members 
Entering Unmasked Estep 
Score: -13267265.000000 Penalty: 5766.808105
	Iteration 75Q: 3 clusters Score -1.326726e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 110751 members 
Entering Unmasked Estep 
Score: -13267273.000000 Penalty: 5766.808105
	Iteration 76Q: 3 clusters Score -1.326727e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 110752 members 
Entering Unmasked Estep 
Score: -13267266.000000 Penalty: 5766.808105
	Iteration 77Q: 3 clusters Score -1.326727e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 110758 members 
Entering Unmasked Estep 
Score: -13267281.000000 Penalty: 5766.808105
	Iteration 78Q: 3 clusters Score -1.326728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 110766 members 
Entering Unmasked Estep 
Score: -13267275.000000 Penalty: 5766.808105
	Iteration 79Q: 3 clusters Score -1.326728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 110769 members 
Entering Unmasked Estep 
Score: -13267277.000000 Penalty: 5766.808105
	Iteration 80F: 3 clusters Score -1.326728e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 110775 members 
Entering Unmasked Estep 
Score: -13267294.000000 Penalty: 5766.808105
	Iteration 81Q: 3 clusters Score -1.326729e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 110790 members 
Entering Unmasked Estep 
Score: -13267306.000000 Penalty: 5766.808105
	Iteration 82Q: 3 clusters Score -1.326731e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 110796 members 
Entering Unmasked Estep 
Score: -13267326.000000 Penalty: 5766.808105
	Iteration 83Q: 3 clusters Score -1.326733e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 110797 members 
Entering Unmasked Estep 
Score: -13267335.000000 Penalty: 5766.808105
	Iteration 84Q: 3 clusters Score -1.326734e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 110793 members 
Entering Unmasked Estep 
Score: -13267337.000000 Penalty: 5766.808105
	Iteration 85Q: 3 clusters Score -1.326734e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 110797 members 
Entering Unmasked Estep 
Score: -13267333.000000 Penalty: 5766.808105
	Iteration 86Q: 3 clusters Score -1.326733e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 110799 members 
Entering Unmasked Estep 
Score: -13267346.000000 Penalty: 5766.808105
	Iteration 87Q: 3 clusters Score -1.326735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 110801 members 
Entering Unmasked Estep 
Score: -13267354.000000 Penalty: 5766.808105
	Iteration 88Q: 3 clusters Score -1.326735e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 110803 members 
Entering Unmasked Estep 
Score: -13267366.000000 Penalty: 5766.808105
	Iteration 89Q: 3 clusters Score -1.326737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 110803 members 
Entering Unmasked Estep 
Score: -13267363.000000 Penalty: 5766.808105
	Iteration 90Q: 3 clusters Score -1.326736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 110805 members 
Entering Unmasked Estep 
Score: -13267357.000000 Penalty: 5766.808105
	Iteration 91Q: 3 clusters Score -1.326736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 110805 members 
Entering Unmasked Estep 
Score: -13267359.000000 Penalty: 5766.808105
	Iteration 92Q: 3 clusters Score -1.326736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 110808 members 
Entering Unmasked Estep 
Score: -13267355.000000 Penalty: 5766.808105
	Iteration 93Q: 3 clusters Score -1.326736e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 110811 members 
Entering Unmasked Estep 
Score: -13267364.000000 Penalty: 5766.808105
	Iteration 94Q: 3 clusters Score -1.326736e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 110811 members 
Entering Unmasked Estep 
Score: -13267366.000000 Penalty: 5766.808105
	Iteration 95Q: 3 clusters Score -1.326737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 110811 members 
Entering Unmasked Estep 
Score: -13267364.000000 Penalty: 5766.808105
	Iteration 96Q: 3 clusters Score -1.326736e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
Score: -13267367.000000 Penalty: 5766.808105
	Iteration 97Q: 3 clusters Score -1.326737e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 110812 members 
Entering Unmasked Estep 
Score: -13267366.000000 Penalty: 5766.808105
	Iteration 98Q: 3 clusters Score -1.326737e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -13267371.000000 Penalty: 5766.808105
	Iteration 99Q: 3 clusters Score -1.326737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -13267370.000000 Penalty: 5766.808105
	Iteration 100F: 3 clusters Score -1.326737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -13267367.000000 Penalty: 5766.808105
	Iteration 101Q: 3 clusters Score -1.326737e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -13267361.000000 Penalty: 5766.808105
	Iteration 102Q: 3 clusters Score -1.326736e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 110813 members 
Entering Unmasked Estep 
Score: -13267363.000000 Penalty: 5766.808105
	Iteration 103Q: 3 clusters Score -1.326736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 110814 members 
Entering Unmasked Estep 
Score: -13267361.000000 Penalty: 5766.808105
	Iteration 104Q: 3 clusters Score -1.326736e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -13267368.000000 Penalty: 5766.808105
	Iteration 105Q: 3 clusters Score -1.326737e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 110815 members 
Entering Unmasked Estep 
Score: -13267368.000000 Penalty: 5766.808105
	Iteration 106F: 3 clusters Score -1.326737e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3576 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Entering Unmasked Estep 
Score: -405758.468750 Penalty: 2029.135986
	Iteration 0F: 2 clusters Score -405758.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -402134.906250 Penalty: 4058.271973
	Iteration 0F: 3 clusters Score -402134.9 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -402871.875000 Penalty: 4058.271973
	Iteration 1F: 3 clusters Score -402871.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -403021.750000 Penalty: 4058.271973
	Iteration 2F: 3 clusters Score -403021.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -403120.906250 Penalty: 4058.271973
	Iteration 3Q: 3 clusters Score -403120.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -403180.031250 Penalty: 4058.271973
	Iteration 4Q: 3 clusters Score -403180 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -403214.843750 Penalty: 4058.271973
	Iteration 5Q: 3 clusters Score -403214.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -403239.312500 Penalty: 4058.271973
	Iteration 6Q: 3 clusters Score -403239.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -403260.468750 Penalty: 4058.271973
	Iteration 7Q: 3 clusters Score -403260.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -403276.093750 Penalty: 4058.271973
	Iteration 8Q: 3 clusters Score -403276.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -403286.281250 Penalty: 4058.271973
	Iteration 9Q: 3 clusters Score -403286.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -403298.718750 Penalty: 4058.271973
	Iteration 10Q: 3 clusters Score -403298.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -403308.843750 Penalty: 4058.271973
	Iteration 11Q: 3 clusters Score -403308.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -403313.718750 Penalty: 4058.271973
	Iteration 12Q: 3 clusters Score -403313.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -403318.343750 Penalty: 4058.271973
	Iteration 13Q: 3 clusters Score -403318.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -403320.406250 Penalty: 4058.271973
	Iteration 14Q: 3 clusters Score -403320.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -403321.750000 Penalty: 4058.271973
	Iteration 15Q: 3 clusters Score -403321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -403323.843750 Penalty: 4058.271973
	Iteration 16Q: 3 clusters Score -403323.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -403326.000000 Penalty: 4058.271973
	Iteration 17Q: 3 clusters Score -403326 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -403328.250000 Penalty: 4058.271973
	Iteration 18Q: 3 clusters Score -403328.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -403328.656250 Penalty: 4058.271973
	Iteration 19Q: 3 clusters Score -403328.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -403330.062500 Penalty: 4058.271973
	Iteration 20F: 3 clusters Score -403330.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -403331.437500 Penalty: 4058.271973
	Iteration 21Q: 3 clusters Score -403331.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -403333.812500 Penalty: 4058.271973
	Iteration 22Q: 3 clusters Score -403333.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -403335.531250 Penalty: 4058.271973
	Iteration 23Q: 3 clusters Score -403335.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -403336.687500 Penalty: 4058.271973
	Iteration 24Q: 3 clusters Score -403336.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -403338.281250 Penalty: 4058.271973
	Iteration 25Q: 3 clusters Score -403338.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -403339.718750 Penalty: 4058.271973
	Iteration 26Q: 3 clusters Score -403339.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -403340.468750 Penalty: 4058.271973
	Iteration 27Q: 3 clusters Score -403340.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -403341.531250 Penalty: 4058.271973
	Iteration 28Q: 3 clusters Score -403341.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -403341.812500 Penalty: 4058.271973
	Iteration 29Q: 3 clusters Score -403341.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -403342.312500 Penalty: 4058.271973
	Iteration 30Q: 3 clusters Score -403342.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -403342.312500 Penalty: 4058.271973
	Iteration 31F: 3 clusters Score -403342.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (263229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263229 members 
Entering Unmasked Estep 
Score: -30907768.000000 Penalty: 3095.233398
	Iteration 0F: 2 clusters Score -3.090777e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131978 members 
Mstep: Class 2 contains 131251 members 
Entering Unmasked Estep 
Score: -30745284.000000 Penalty: 6190.466797
	Iteration 0F: 3 clusters Score -3.074528e+07 nChanged 126938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141156 members 
Mstep: Class 2 contains 122073 members 
Entering Unmasked Estep 
Score: -30819780.000000 Penalty: 6190.466797
	Iteration 1F: 3 clusters Score -3.081978e+07 nChanged 8093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147063 members 
Mstep: Class 2 contains 116166 members 
Entering Unmasked Estep 
Score: -30821928.000000 Penalty: 6190.466797
	Iteration 2Q: 3 clusters Score -3.082193e+07 nChanged 10535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156418 members 
Mstep: Class 2 contains 106811 members 
Entering Unmasked Estep 
Score: -30825802.000000 Penalty: 6190.466797
	Iteration 3Q: 3 clusters Score -3.08258e+07 nChanged 14880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170610 members 
Mstep: Class 2 contains 92619 members 
Entering Unmasked Estep 
Score: -30832904.000000 Penalty: 6190.466797
	Iteration 4F: 3 clusters Score -3.08329e+07 nChanged 19810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189990 members 
Mstep: Class 2 contains 73239 members 
Entering Unmasked Estep 
Score: -30844804.000000 Penalty: 6190.466797
	Iteration 5F: 3 clusters Score -3.08448e+07 nChanged 23365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213099 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -30861858.000000 Penalty: 6190.466797
	Iteration 6F: 3 clusters Score -3.086186e+07 nChanged 21634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234587 members 
Mstep: Class 2 contains 28642 members 
Entering Unmasked Estep 
Score: -30879946.000000 Penalty: 6190.466797
	Iteration 7F: 3 clusters Score -3.087995e+07 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249471 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -30892948.000000 Penalty: 6190.466797
	Iteration 8F: 3 clusters Score -3.089295e+07 nChanged 7532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256981 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -30899634.000000 Penalty: 6190.466797
	Iteration 9Q: 3 clusters Score -3.089963e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260389 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -30902780.000000 Penalty: 6190.466797
	Iteration 10Q: 3 clusters Score -3.090278e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261706 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -30903930.000000 Penalty: 6190.466797
	Iteration 11Q: 3 clusters Score -3.090393e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262219 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -30904466.000000 Penalty: 6190.466797
	Iteration 12Q: 3 clusters Score -3.090447e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262413 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -30904626.000000 Penalty: 6190.466797
	Iteration 13Q: 3 clusters Score -3.090463e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262524 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -30904730.000000 Penalty: 6190.466797
	Iteration 14Q: 3 clusters Score -3.090473e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262584 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -30904806.000000 Penalty: 6190.466797
	Iteration 15Q: 3 clusters Score -3.090481e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262605 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -30904858.000000 Penalty: 6190.466797
	Iteration 16Q: 3 clusters Score -3.090486e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262637 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -30904920.000000 Penalty: 6190.466797
	Iteration 17Q: 3 clusters Score -3.090492e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262647 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -30904974.000000 Penalty: 6190.466797
	Iteration 18Q: 3 clusters Score -3.090497e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262657 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -30904988.000000 Penalty: 6190.466797
	Iteration 19Q: 3 clusters Score -3.090499e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262667 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -30905020.000000 Penalty: 6190.466797
	Iteration 20F: 3 clusters Score -3.090502e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262674 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -30905040.000000 Penalty: 6190.466797
	Iteration 21Q: 3 clusters Score -3.090504e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262681 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -30905044.000000 Penalty: 6190.466797
	Iteration 22Q: 3 clusters Score -3.090504e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262688 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -30905064.000000 Penalty: 6190.466797
	Iteration 23Q: 3 clusters Score -3.090506e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262690 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -30905054.000000 Penalty: 6190.466797
	Iteration 24Q: 3 clusters Score -3.090505e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262690 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -30905064.000000 Penalty: 6190.466797
	Iteration 25Q: 3 clusters Score -3.090506e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262691 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -30905066.000000 Penalty: 6190.466797
	Iteration 26Q: 3 clusters Score -3.090507e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262692 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -30905076.000000 Penalty: 6190.466797
	Iteration 27Q: 3 clusters Score -3.090508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262691 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -30905054.000000 Penalty: 6190.466797
	Iteration 28Q: 3 clusters Score -3.090505e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262691 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -30905054.000000 Penalty: 6190.466797
	Iteration 29F: 3 clusters Score -3.090505e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78636 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78636 members 
Entering Unmasked Estep 
Score: -8991779.000000 Penalty: 2795.601074
	Iteration 0F: 2 clusters Score -8991779 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39308 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -8939290.000000 Penalty: 5591.202148
	Iteration 0F: 3 clusters Score -8939290 nChanged 36837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39763 members 
Mstep: Class 2 contains 38873 members 
Entering Unmasked Estep 
Score: -8959954.000000 Penalty: 5591.202148
	Iteration 1F: 3 clusters Score -8959954 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -8960647.000000 Penalty: 5591.202148
	Iteration 2Q: 3 clusters Score -8960647 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 37768 members 
Entering Unmasked Estep 
Score: -8961438.000000 Penalty: 5591.202148
	Iteration 3Q: 3 clusters Score -8961438 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41872 members 
Mstep: Class 2 contains 36764 members 
Entering Unmasked Estep 
Score: -8962260.000000 Penalty: 5591.202148
	Iteration 4Q: 3 clusters Score -8962260 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43226 members 
Mstep: Class 2 contains 35410 members 
Entering Unmasked Estep 
Score: -8963265.000000 Penalty: 5591.202148
	Iteration 5Q: 3 clusters Score -8963265 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45055 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -8964575.000000 Penalty: 5591.202148
	Iteration 6Q: 3 clusters Score -8964575 nChanged 3721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47416 members 
Mstep: Class 2 contains 31220 members 
Entering Unmasked Estep 
Score: -8966300.000000 Penalty: 5591.202148
	Iteration 7Q: 3 clusters Score -8966300 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50362 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -8968552.000000 Penalty: 5591.202148
	Iteration 8F: 3 clusters Score -8968552 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53808 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -8971407.000000 Penalty: 5591.202148
	Iteration 9F: 3 clusters Score -8971407 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57414 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -8974491.000000 Penalty: 5591.202148
	Iteration 10F: 3 clusters Score -8974491 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60886 members 
Mstep: Class 2 contains 17750 members 
Entering Unmasked Estep 
Score: -8977391.000000 Penalty: 5591.202148
	Iteration 11F: 3 clusters Score -8977391 nChanged 3361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63901 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -8979766.000000 Penalty: 5591.202148
	Iteration 12Q: 3 clusters Score -8979766 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66321 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -8981431.000000 Penalty: 5591.202148
	Iteration 13Q: 3 clusters Score -8981431 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68451 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
Score: -8982826.000000 Penalty: 5591.202148
	Iteration 14Q: 3 clusters Score -8982826 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70377 members 
Mstep: Class 2 contains 8259 members 
Entering Unmasked Estep 
Score: -8984069.000000 Penalty: 5591.202148
	Iteration 15Q: 3 clusters Score -8984069 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -8985139.000000 Penalty: 5591.202148
	Iteration 16Q: 3 clusters Score -8985139 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73558 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -8986207.000000 Penalty: 5591.202148
	Iteration 17Q: 3 clusters Score -8986207 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74809 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8987018.000000 Penalty: 5591.202148
	Iteration 18Q: 3 clusters Score -8987018 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75729 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -8987728.000000 Penalty: 5591.202148
	Iteration 19Q: 3 clusters Score -8987728 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76426 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -8988258.000000 Penalty: 5591.202148
	Iteration 20F: 3 clusters Score -8988258 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76929 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -8988631.000000 Penalty: 5591.202148
	Iteration 21Q: 3 clusters Score -8988631 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77259 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -8988876.000000 Penalty: 5591.202148
	Iteration 22Q: 3 clusters Score -8988876 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77452 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8989049.000000 Penalty: 5591.202148
	Iteration 23Q: 3 clusters Score -8989049 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77595 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8989166.000000 Penalty: 5591.202148
	Iteration 24Q: 3 clusters Score -8989166 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77687 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8989261.000000 Penalty: 5591.202148
	Iteration 25Q: 3 clusters Score -8989261 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77745 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -8989323.000000 Penalty: 5591.202148
	Iteration 26Q: 3 clusters Score -8989323 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77801 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8989395.000000 Penalty: 5591.202148
	Iteration 27Q: 3 clusters Score -8989395 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77837 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -8989446.000000 Penalty: 5591.202148
	Iteration 28Q: 3 clusters Score -8989446 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77860 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -8989524.000000 Penalty: 5591.202148
	Iteration 29Q: 3 clusters Score -8989524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77874 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8989591.000000 Penalty: 5591.202148
	Iteration 30Q: 3 clusters Score -8989591 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77867 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -8989632.000000 Penalty: 5591.202148
	Iteration 31Q: 3 clusters Score -8989632 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77865 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8989665.000000 Penalty: 5591.202148
	Iteration 32Q: 3 clusters Score -8989665 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77866 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -8989685.000000 Penalty: 5591.202148
	Iteration 33Q: 3 clusters Score -8989685 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -8989701.000000 Penalty: 5591.202148
	Iteration 34Q: 3 clusters Score -8989701 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77857 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8989715.000000 Penalty: 5591.202148
	Iteration 35Q: 3 clusters Score -8989715 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77848 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8989718.000000 Penalty: 5591.202148
	Iteration 36Q: 3 clusters Score -8989718 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77841 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -8989730.000000 Penalty: 5591.202148
	Iteration 37Q: 3 clusters Score -8989730 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77839 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8989751.000000 Penalty: 5591.202148
	Iteration 38Q: 3 clusters Score -8989751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77835 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -8989762.000000 Penalty: 5591.202148
	Iteration 39Q: 3 clusters Score -8989762 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77834 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8989778.000000 Penalty: 5591.202148
	Iteration 40F: 3 clusters Score -8989778 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77832 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8989791.000000 Penalty: 5591.202148
	Iteration 41Q: 3 clusters Score -8989791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77826 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8989799.000000 Penalty: 5591.202148
	Iteration 42Q: 3 clusters Score -8989799 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8989819.000000 Penalty: 5591.202148
	Iteration 43Q: 3 clusters Score -8989819 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8989824.000000 Penalty: 5591.202148
	Iteration 44Q: 3 clusters Score -8989824 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8989836.000000 Penalty: 5591.202148
	Iteration 45Q: 3 clusters Score -8989836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77816 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -8989836.000000 Penalty: 5591.202148
	Iteration 46Q: 3 clusters Score -8989836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8989828.000000 Penalty: 5591.202148
	Iteration 47Q: 3 clusters Score -8989828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77821 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8989843.000000 Penalty: 5591.202148
	Iteration 48Q: 3 clusters Score -8989843 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8989851.000000 Penalty: 5591.202148
	Iteration 49Q: 3 clusters Score -8989851 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8989847.000000 Penalty: 5591.202148
	Iteration 50Q: 3 clusters Score -8989847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77819 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -8989846.000000 Penalty: 5591.202148
	Iteration 51Q: 3 clusters Score -8989846 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8989844.000000 Penalty: 5591.202148
	Iteration 52Q: 3 clusters Score -8989844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8989860.000000 Penalty: 5591.202148
	Iteration 53Q: 3 clusters Score -8989860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77820 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -8989849.000000 Penalty: 5591.202148
	Iteration 54Q: 3 clusters Score -8989849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77818 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -8989851.000000 Penalty: 5591.202148
	Iteration 55Q: 3 clusters Score -8989851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8989853.000000 Penalty: 5591.202148
	Iteration 56Q: 3 clusters Score -8989853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8989852.000000 Penalty: 5591.202148
	Iteration 57Q: 3 clusters Score -8989852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77817 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8989852.000000 Penalty: 5591.202148
	Iteration 58F: 3 clusters Score -8989852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11973 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Entering Unmasked Estep 
Score: -1343488.750000 Penalty: 2328.821533
	Iteration 0F: 2 clusters Score -1343489 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1334637.000000 Penalty: 4657.643066
	Iteration 0F: 3 clusters Score -1334637 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1337366.500000 Penalty: 4657.643066
	Iteration 1F: 3 clusters Score -1337366 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1337792.375000 Penalty: 4657.643066
	Iteration 2F: 3 clusters Score -1337792 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1338158.375000 Penalty: 4657.643066
	Iteration 3F: 3 clusters Score -1338158 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -1338453.000000 Penalty: 4657.643066
	Iteration 4Q: 3 clusters Score -1338453 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1338722.875000 Penalty: 4657.643066
	Iteration 5Q: 3 clusters Score -1338723 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5825 members 
Entering Unmasked Estep 
Score: -1338989.625000 Penalty: 4657.643066
	Iteration 6Q: 3 clusters Score -1338990 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -1339227.250000 Penalty: 4657.643066
	Iteration 7Q: 3 clusters Score -1339227 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1339482.250000 Penalty: 4657.643066
	Iteration 8Q: 3 clusters Score -1339482 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1339723.000000 Penalty: 4657.643066
	Iteration 9Q: 3 clusters Score -1339723 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1339958.375000 Penalty: 4657.643066
	Iteration 10Q: 3 clusters Score -1339958 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1340181.250000 Penalty: 4657.643066
	Iteration 11Q: 3 clusters Score -1340181 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1340365.625000 Penalty: 4657.643066
	Iteration 12Q: 3 clusters Score -1340366 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1340552.625000 Penalty: 4657.643066
	Iteration 13Q: 3 clusters Score -1340553 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1340769.000000 Penalty: 4657.643066
	Iteration 14Q: 3 clusters Score -1340769 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7996 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1340949.000000 Penalty: 4657.643066
	Iteration 15Q: 3 clusters Score -1340949 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1341087.000000 Penalty: 4657.643066
	Iteration 16Q: 3 clusters Score -1341087 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1341201.500000 Penalty: 4657.643066
	Iteration 17Q: 3 clusters Score -1341202 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8424 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1341291.250000 Penalty: 4657.643066
	Iteration 18Q: 3 clusters Score -1341291 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -1341347.625000 Penalty: 4657.643066
	Iteration 19Q: 3 clusters Score -1341348 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -1341390.750000 Penalty: 4657.643066
	Iteration 20F: 3 clusters Score -1341391 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1341422.250000 Penalty: 4657.643066
	Iteration 21Q: 3 clusters Score -1341422 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1341454.000000 Penalty: 4657.643066
	Iteration 22Q: 3 clusters Score -1341454 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1341473.000000 Penalty: 4657.643066
	Iteration 23Q: 3 clusters Score -1341473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -1341495.125000 Penalty: 4657.643066
	Iteration 24Q: 3 clusters Score -1341495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8956 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1341507.500000 Penalty: 4657.643066
	Iteration 25Q: 3 clusters Score -1341508 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8998 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1341522.500000 Penalty: 4657.643066
	Iteration 26Q: 3 clusters Score -1341522 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -1341533.750000 Penalty: 4657.643066
	Iteration 27Q: 3 clusters Score -1341534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1341541.375000 Penalty: 4657.643066
	Iteration 28Q: 3 clusters Score -1341541 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1341543.625000 Penalty: 4657.643066
	Iteration 29Q: 3 clusters Score -1341544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1341553.375000 Penalty: 4657.643066
	Iteration 30Q: 3 clusters Score -1341553 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -1341559.625000 Penalty: 4657.643066
	Iteration 31Q: 3 clusters Score -1341560 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -1341561.500000 Penalty: 4657.643066
	Iteration 32Q: 3 clusters Score -1341562 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1341568.500000 Penalty: 4657.643066
	Iteration 33Q: 3 clusters Score -1341568 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1341574.000000 Penalty: 4657.643066
	Iteration 34Q: 3 clusters Score -1341574 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -1341581.625000 Penalty: 4657.643066
	Iteration 35Q: 3 clusters Score -1341582 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -1341589.625000 Penalty: 4657.643066
	Iteration 36Q: 3 clusters Score -1341590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -1341595.500000 Penalty: 4657.643066
	Iteration 37Q: 3 clusters Score -1341596 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1341598.000000 Penalty: 4657.643066
	Iteration 38Q: 3 clusters Score -1341598 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9333 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -1341607.375000 Penalty: 4657.643066
	Iteration 39Q: 3 clusters Score -1341607 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9361 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1341612.625000 Penalty: 4657.643066
	Iteration 40F: 3 clusters Score -1341613 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9387 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1341623.750000 Penalty: 4657.643066
	Iteration 41Q: 3 clusters Score -1341624 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1341630.750000 Penalty: 4657.643066
	Iteration 42Q: 3 clusters Score -1341631 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9448 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1341636.750000 Penalty: 4657.643066
	Iteration 43Q: 3 clusters Score -1341637 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -1341643.625000 Penalty: 4657.643066
	Iteration 44Q: 3 clusters Score -1341644 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -1341654.125000 Penalty: 4657.643066
	Iteration 45Q: 3 clusters Score -1341654 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -1341662.375000 Penalty: 4657.643066
	Iteration 46Q: 3 clusters Score -1341662 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9585 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1341672.125000 Penalty: 4657.643066
	Iteration 47Q: 3 clusters Score -1341672 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1341685.000000 Penalty: 4657.643066
	Iteration 48Q: 3 clusters Score -1341685 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -1341691.500000 Penalty: 4657.643066
	Iteration 49Q: 3 clusters Score -1341692 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1341705.625000 Penalty: 4657.643066
	Iteration 50Q: 3 clusters Score -1341706 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1341708.375000 Penalty: 4657.643066
	Iteration 51Q: 3 clusters Score -1341708 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9758 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1341719.000000 Penalty: 4657.643066
	Iteration 52Q: 3 clusters Score -1341719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1341724.500000 Penalty: 4657.643066
	Iteration 53Q: 3 clusters Score -1341724 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1341729.000000 Penalty: 4657.643066
	Iteration 54Q: 3 clusters Score -1341729 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1341734.750000 Penalty: 4657.643066
	Iteration 55Q: 3 clusters Score -1341735 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1341737.000000 Penalty: 4657.643066
	Iteration 56Q: 3 clusters Score -1341737 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1341742.250000 Penalty: 4657.643066
	Iteration 57Q: 3 clusters Score -1341742 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1341754.125000 Penalty: 4657.643066
	Iteration 58Q: 3 clusters Score -1341754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1341755.500000 Penalty: 4657.643066
	Iteration 59Q: 3 clusters Score -1341756 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1341762.250000 Penalty: 4657.643066
	Iteration 60F: 3 clusters Score -1341762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -1341772.000000 Penalty: 4657.643066
	Iteration 61Q: 3 clusters Score -1341772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9981 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1341779.000000 Penalty: 4657.643066
	Iteration 62Q: 3 clusters Score -1341779 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -1341785.500000 Penalty: 4657.643066
	Iteration 63Q: 3 clusters Score -1341786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1341792.625000 Penalty: 4657.643066
	Iteration 64Q: 3 clusters Score -1341793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10065 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -1341806.375000 Penalty: 4657.643066
	Iteration 65Q: 3 clusters Score -1341806 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10084 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1341810.000000 Penalty: 4657.643066
	Iteration 66Q: 3 clusters Score -1341810 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1341814.000000 Penalty: 4657.643066
	Iteration 67Q: 3 clusters Score -1341814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1341823.000000 Penalty: 4657.643066
	Iteration 68Q: 3 clusters Score -1341823 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1341831.750000 Penalty: 4657.643066
	Iteration 69Q: 3 clusters Score -1341832 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1341834.250000 Penalty: 4657.643066
	Iteration 70Q: 3 clusters Score -1341834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1341842.375000 Penalty: 4657.643066
	Iteration 71Q: 3 clusters Score -1341842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1341847.625000 Penalty: 4657.643066
	Iteration 72Q: 3 clusters Score -1341848 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10240 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1341855.875000 Penalty: 4657.643066
	Iteration 73Q: 3 clusters Score -1341856 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1341859.250000 Penalty: 4657.643066
	Iteration 74Q: 3 clusters Score -1341859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1341862.875000 Penalty: 4657.643066
	Iteration 75Q: 3 clusters Score -1341863 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1341869.500000 Penalty: 4657.643066
	Iteration 76Q: 3 clusters Score -1341870 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1341883.000000 Penalty: 4657.643066
	Iteration 77Q: 3 clusters Score -1341883 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1341890.875000 Penalty: 4657.643066
	Iteration 78Q: 3 clusters Score -1341891 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1341899.875000 Penalty: 4657.643066
	Iteration 79Q: 3 clusters Score -1341900 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1341911.750000 Penalty: 4657.643066
	Iteration 80F: 3 clusters Score -1341912 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1341921.750000 Penalty: 4657.643066
	Iteration 81Q: 3 clusters Score -1341922 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1341924.000000 Penalty: 4657.643066
	Iteration 82Q: 3 clusters Score -1341924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1341931.000000 Penalty: 4657.643066
	Iteration 83Q: 3 clusters Score -1341931 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1341939.375000 Penalty: 4657.643066
	Iteration 84Q: 3 clusters Score -1341939 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1341952.625000 Penalty: 4657.643066
	Iteration 85Q: 3 clusters Score -1341953 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1341955.875000 Penalty: 4657.643066
	Iteration 86Q: 3 clusters Score -1341956 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1341959.125000 Penalty: 4657.643066
	Iteration 87Q: 3 clusters Score -1341959 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1341966.875000 Penalty: 4657.643066
	Iteration 88Q: 3 clusters Score -1341967 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1341974.375000 Penalty: 4657.643066
	Iteration 89Q: 3 clusters Score -1341974 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1341980.500000 Penalty: 4657.643066
	Iteration 90Q: 3 clusters Score -1341980 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1341984.500000 Penalty: 4657.643066
	Iteration 91Q: 3 clusters Score -1341984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1341986.500000 Penalty: 4657.643066
	Iteration 92Q: 3 clusters Score -1341986 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -1341986.500000 Penalty: 4657.643066
	Iteration 93Q: 3 clusters Score -1341986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1341992.375000 Penalty: 4657.643066
	Iteration 94Q: 3 clusters Score -1341992 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1342003.625000 Penalty: 4657.643066
	Iteration 95Q: 3 clusters Score -1342004 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1342005.375000 Penalty: 4657.643066
	Iteration 96Q: 3 clusters Score -1342005 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -1342010.875000 Penalty: 4657.643066
	Iteration 97Q: 3 clusters Score -1342011 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1342016.375000 Penalty: 4657.643066
	Iteration 98Q: 3 clusters Score -1342016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1342016.875000 Penalty: 4657.643066
	Iteration 99Q: 3 clusters Score -1342017 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10739 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1342018.125000 Penalty: 4657.643066
	Iteration 100F: 3 clusters Score -1342018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10750 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1342020.000000 Penalty: 4657.643066
	Iteration 101Q: 3 clusters Score -1342020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1342025.250000 Penalty: 4657.643066
	Iteration 102Q: 3 clusters Score -1342025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1342023.750000 Penalty: 4657.643066
	Iteration 103Q: 3 clusters Score -1342024 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1342030.375000 Penalty: 4657.643066
	Iteration 104Q: 3 clusters Score -1342030 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10787 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1342037.875000 Penalty: 4657.643066
	Iteration 105Q: 3 clusters Score -1342038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1342037.500000 Penalty: 4657.643066
	Iteration 106Q: 3 clusters Score -1342038 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1342039.250000 Penalty: 4657.643066
	Iteration 107Q: 3 clusters Score -1342039 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1342043.000000 Penalty: 4657.643066
	Iteration 108Q: 3 clusters Score -1342043 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1342047.875000 Penalty: 4657.643066
	Iteration 109Q: 3 clusters Score -1342048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1342052.250000 Penalty: 4657.643066
	Iteration 110Q: 3 clusters Score -1342052 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1342056.375000 Penalty: 4657.643066
	Iteration 111Q: 3 clusters Score -1342056 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1342057.500000 Penalty: 4657.643066
	Iteration 112Q: 3 clusters Score -1342058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10870 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1342057.875000 Penalty: 4657.643066
	Iteration 113Q: 3 clusters Score -1342058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -1342060.625000 Penalty: 4657.643066
	Iteration 114Q: 3 clusters Score -1342061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1342064.625000 Penalty: 4657.643066
	Iteration 115Q: 3 clusters Score -1342065 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1342068.375000 Penalty: 4657.643066
	Iteration 116Q: 3 clusters Score -1342068 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1342074.250000 Penalty: 4657.643066
	Iteration 117Q: 3 clusters Score -1342074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1342074.000000 Penalty: 4657.643066
	Iteration 118Q: 3 clusters Score -1342074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -1342074.875000 Penalty: 4657.643066
	Iteration 119Q: 3 clusters Score -1342075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -1342074.125000 Penalty: 4657.643066
	Iteration 120F: 3 clusters Score -1342074 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -1342076.875000 Penalty: 4657.643066
	Iteration 121Q: 3 clusters Score -1342077 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1342078.750000 Penalty: 4657.643066
	Iteration 122Q: 3 clusters Score -1342079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1342079.625000 Penalty: 4657.643066
	Iteration 123Q: 3 clusters Score -1342080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1342086.000000 Penalty: 4657.643066
	Iteration 124Q: 3 clusters Score -1342086 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -1342091.250000 Penalty: 4657.643066
	Iteration 125Q: 3 clusters Score -1342091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10950 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -1342090.500000 Penalty: 4657.643066
	Iteration 126Q: 3 clusters Score -1342090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -1342092.000000 Penalty: 4657.643066
	Iteration 127Q: 3 clusters Score -1342092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1342096.250000 Penalty: 4657.643066
	Iteration 128Q: 3 clusters Score -1342096 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1342099.250000 Penalty: 4657.643066
	Iteration 129Q: 3 clusters Score -1342099 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1342103.500000 Penalty: 4657.643066
	Iteration 130Q: 3 clusters Score -1342104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10993 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1342108.000000 Penalty: 4657.643066
	Iteration 131Q: 3 clusters Score -1342108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -1342110.875000 Penalty: 4657.643066
	Iteration 132Q: 3 clusters Score -1342111 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -1342109.750000 Penalty: 4657.643066
	Iteration 133Q: 3 clusters Score -1342110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1342109.000000 Penalty: 4657.643066
	Iteration 134Q: 3 clusters Score -1342109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1342108.500000 Penalty: 4657.643066
	Iteration 135Q: 3 clusters Score -1342108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1342108.625000 Penalty: 4657.643066
	Iteration 136Q: 3 clusters Score -1342109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1342109.875000 Penalty: 4657.643066
	Iteration 137Q: 3 clusters Score -1342110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1342109.875000 Penalty: 4657.643066
	Iteration 138F: 3 clusters Score -1342110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Entering Unmasked Estep 
Score: -921214.875000 Penalty: 2236.996826
	Iteration 0F: 2 clusters Score -921214.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -914674.875000 Penalty: 4473.993652
	Iteration 0F: 3 clusters Score -914674.9 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -916601.437500 Penalty: 4473.993652
	Iteration 1F: 3 clusters Score -916601.4 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -916958.875000 Penalty: 4473.993652
	Iteration 2F: 3 clusters Score -916958.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -917246.000000 Penalty: 4473.993652
	Iteration 3F: 3 clusters Score -917246 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -917544.000000 Penalty: 4473.993652
	Iteration 4F: 3 clusters Score -917544 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -917831.000000 Penalty: 4473.993652
	Iteration 5F: 3 clusters Score -917831 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -918136.625000 Penalty: 4473.993652
	Iteration 6F: 3 clusters Score -918136.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -918457.437500 Penalty: 4473.993652
	Iteration 7F: 3 clusters Score -918457.4 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -918735.812500 Penalty: 4473.993652
	Iteration 8F: 3 clusters Score -918735.8 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -918990.312500 Penalty: 4473.993652
	Iteration 9Q: 3 clusters Score -918990.3 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -919191.687500 Penalty: 4473.993652
	Iteration 10Q: 3 clusters Score -919191.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -919366.687500 Penalty: 4473.993652
	Iteration 11Q: 3 clusters Score -919366.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -919510.312500 Penalty: 4473.993652
	Iteration 12Q: 3 clusters Score -919510.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -919621.500000 Penalty: 4473.993652
	Iteration 13Q: 3 clusters Score -919621.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -919708.875000 Penalty: 4473.993652
	Iteration 14Q: 3 clusters Score -919708.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -919781.437500 Penalty: 4473.993652
	Iteration 15Q: 3 clusters Score -919781.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -919846.125000 Penalty: 4473.993652
	Iteration 16Q: 3 clusters Score -919846.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -919897.437500 Penalty: 4473.993652
	Iteration 17Q: 3 clusters Score -919897.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 6857 members 
Entering Unmasked Estep 
Score: -919935.250000 Penalty: 4473.993652
	Iteration 18Q: 3 clusters Score -919935.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -919959.875000 Penalty: 4473.993652
	Iteration 19Q: 3 clusters Score -919959.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -919981.125000 Penalty: 4473.993652
	Iteration 20F: 3 clusters Score -919981.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -919994.375000 Penalty: 4473.993652
	Iteration 21Q: 3 clusters Score -919994.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -920006.562500 Penalty: 4473.993652
	Iteration 22Q: 3 clusters Score -920006.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 7033 members 
Entering Unmasked Estep 
Score: -920025.000000 Penalty: 4473.993652
	Iteration 23Q: 3 clusters Score -920025 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -920034.500000 Penalty: 4473.993652
	Iteration 24Q: 3 clusters Score -920034.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -920046.312500 Penalty: 4473.993652
	Iteration 25Q: 3 clusters Score -920046.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -920057.187500 Penalty: 4473.993652
	Iteration 26Q: 3 clusters Score -920057.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -920076.875000 Penalty: 4473.993652
	Iteration 27Q: 3 clusters Score -920076.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -920093.812500 Penalty: 4473.993652
	Iteration 28Q: 3 clusters Score -920093.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7203 members 
Entering Unmasked Estep 
Score: -920106.562500 Penalty: 4473.993652
	Iteration 29Q: 3 clusters Score -920106.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -920115.750000 Penalty: 4473.993652
	Iteration 30Q: 3 clusters Score -920115.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -920123.375000 Penalty: 4473.993652
	Iteration 31Q: 3 clusters Score -920123.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 7242 members 
Entering Unmasked Estep 
Score: -920125.500000 Penalty: 4473.993652
	Iteration 32Q: 3 clusters Score -920125.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -920129.062500 Penalty: 4473.993652
	Iteration 33Q: 3 clusters Score -920129.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -920132.437500 Penalty: 4473.993652
	Iteration 34Q: 3 clusters Score -920132.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -920136.375000 Penalty: 4473.993652
	Iteration 35Q: 3 clusters Score -920136.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -920136.875000 Penalty: 4473.993652
	Iteration 36Q: 3 clusters Score -920136.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 7277 members 
Entering Unmasked Estep 
Score: -920143.750000 Penalty: 4473.993652
	Iteration 37Q: 3 clusters Score -920143.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -920148.125000 Penalty: 4473.993652
	Iteration 38Q: 3 clusters Score -920148.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -920154.625000 Penalty: 4473.993652
	Iteration 39Q: 3 clusters Score -920154.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -920156.437500 Penalty: 4473.993652
	Iteration 40F: 3 clusters Score -920156.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -920156.687500 Penalty: 4473.993652
	Iteration 41Q: 3 clusters Score -920156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -920156.812500 Penalty: 4473.993652
	Iteration 42Q: 3 clusters Score -920156.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -920158.937500 Penalty: 4473.993652
	Iteration 43Q: 3 clusters Score -920158.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -920158.812500 Penalty: 4473.993652
	Iteration 44Q: 3 clusters Score -920158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -920161.750000 Penalty: 4473.993652
	Iteration 45Q: 3 clusters Score -920161.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -920161.625000 Penalty: 4473.993652
	Iteration 46Q: 3 clusters Score -920161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -920163.812500 Penalty: 4473.993652
	Iteration 47Q: 3 clusters Score -920163.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -920164.062500 Penalty: 4473.993652
	Iteration 48Q: 3 clusters Score -920164.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -920165.187500 Penalty: 4473.993652
	Iteration 49Q: 3 clusters Score -920165.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -920165.312500 Penalty: 4473.993652
	Iteration 50Q: 3 clusters Score -920165.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 7318 members 
Entering Unmasked Estep 
Score: -920165.812500 Penalty: 4473.993652
	Iteration 51Q: 3 clusters Score -920165.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -920166.875000 Penalty: 4473.993652
	Iteration 52Q: 3 clusters Score -920166.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -920167.625000 Penalty: 4473.993652
	Iteration 53Q: 3 clusters Score -920167.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -920167.625000 Penalty: 4473.993652
	Iteration 54F: 3 clusters Score -920167.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Entering Unmasked Estep 
Score: -2192279.000000 Penalty: 2450.078613
	Iteration 0F: 2 clusters Score -2192279 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2178612.750000 Penalty: 4900.157227
	Iteration 0F: 3 clusters Score -2178613 nChanged 8560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -2183471.750000 Penalty: 4900.157227
	Iteration 1F: 3 clusters Score -2183472 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2184161.250000 Penalty: 4900.157227
	Iteration 2F: 3 clusters Score -2184161 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -2184881.250000 Penalty: 4900.157227
	Iteration 3F: 3 clusters Score -2184881 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -2185676.000000 Penalty: 4900.157227
	Iteration 4F: 3 clusters Score -2185676 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -2186367.250000 Penalty: 4900.157227
	Iteration 5F: 3 clusters Score -2186367 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 12482 members 
Entering Unmasked Estep 
Score: -2186998.000000 Penalty: 4900.157227
	Iteration 6F: 3 clusters Score -2186998 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -2187566.500000 Penalty: 4900.157227
	Iteration 7Q: 3 clusters Score -2187566 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -2188040.500000 Penalty: 4900.157227
	Iteration 8Q: 3 clusters Score -2188040 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5929 members 
Mstep: Class 2 contains 13594 members 
Entering Unmasked Estep 
Score: -2188459.500000 Penalty: 4900.157227
	Iteration 9Q: 3 clusters Score -2188460 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5650 members 
Mstep: Class 2 contains 13873 members 
Entering Unmasked Estep 
Score: -2188740.750000 Penalty: 4900.157227
	Iteration 10Q: 3 clusters Score -2188741 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5442 members 
Mstep: Class 2 contains 14081 members 
Entering Unmasked Estep 
Score: -2188935.000000 Penalty: 4900.157227
	Iteration 11Q: 3 clusters Score -2188935 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -2189067.500000 Penalty: 4900.157227
	Iteration 12Q: 3 clusters Score -2189068 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -2189167.750000 Penalty: 4900.157227
	Iteration 13Q: 3 clusters Score -2189168 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -2189238.000000 Penalty: 4900.157227
	Iteration 14Q: 3 clusters Score -2189238 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -2189303.250000 Penalty: 4900.157227
	Iteration 15Q: 3 clusters Score -2189303 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -2189348.000000 Penalty: 4900.157227
	Iteration 16Q: 3 clusters Score -2189348 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -2189386.750000 Penalty: 4900.157227
	Iteration 17Q: 3 clusters Score -2189387 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -2189422.250000 Penalty: 4900.157227
	Iteration 18Q: 3 clusters Score -2189422 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -2189454.500000 Penalty: 4900.157227
	Iteration 19Q: 3 clusters Score -2189454 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2189481.000000 Penalty: 4900.157227
	Iteration 20F: 3 clusters Score -2189481 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -2189510.750000 Penalty: 4900.157227
	Iteration 21Q: 3 clusters Score -2189511 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -2189536.750000 Penalty: 4900.157227
	Iteration 22Q: 3 clusters Score -2189537 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -2189557.000000 Penalty: 4900.157227
	Iteration 23Q: 3 clusters Score -2189557 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -2189576.500000 Penalty: 4900.157227
	Iteration 24Q: 3 clusters Score -2189576 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2189608.750000 Penalty: 4900.157227
	Iteration 25Q: 3 clusters Score -2189609 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -2189612.500000 Penalty: 4900.157227
	Iteration 26Q: 3 clusters Score -2189612 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 15846 members 
Entering Unmasked Estep 
Score: -2189635.250000 Penalty: 4900.157227
	Iteration 27Q: 3 clusters Score -2189635 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -2189651.000000 Penalty: 4900.157227
	Iteration 28Q: 3 clusters Score -2189651 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 15997 members 
Entering Unmasked Estep 
Score: -2189673.500000 Penalty: 4900.157227
	Iteration 29Q: 3 clusters Score -2189674 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -2189691.250000 Penalty: 4900.157227
	Iteration 30Q: 3 clusters Score -2189691 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2189705.500000 Penalty: 4900.157227
	Iteration 31Q: 3 clusters Score -2189706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2189719.500000 Penalty: 4900.157227
	Iteration 32Q: 3 clusters Score -2189720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 16274 members 
Entering Unmasked Estep 
Score: -2189738.250000 Penalty: 4900.157227
	Iteration 33Q: 3 clusters Score -2189738 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -2189751.000000 Penalty: 4900.157227
	Iteration 34Q: 3 clusters Score -2189751 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -2189761.750000 Penalty: 4900.157227
	Iteration 35Q: 3 clusters Score -2189762 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 16428 members 
Entering Unmasked Estep 
Score: -2189768.000000 Penalty: 4900.157227
	Iteration 36Q: 3 clusters Score -2189768 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2189777.500000 Penalty: 4900.157227
	Iteration 37Q: 3 clusters Score -2189778 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 16524 members 
Entering Unmasked Estep 
Score: -2189788.750000 Penalty: 4900.157227
	Iteration 38Q: 3 clusters Score -2189789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -2189791.500000 Penalty: 4900.157227
	Iteration 39Q: 3 clusters Score -2189792 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -2189805.250000 Penalty: 4900.157227
	Iteration 40F: 3 clusters Score -2189805 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -2189804.000000 Penalty: 4900.157227
	Iteration 41Q: 3 clusters Score -2189804 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -2189812.500000 Penalty: 4900.157227
	Iteration 42Q: 3 clusters Score -2189812 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 16689 members 
Entering Unmasked Estep 
Score: -2189815.000000 Penalty: 4900.157227
	Iteration 43Q: 3 clusters Score -2189815 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -2189820.250000 Penalty: 4900.157227
	Iteration 44Q: 3 clusters Score -2189820 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -2189827.750000 Penalty: 4900.157227
	Iteration 45Q: 3 clusters Score -2189828 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -2189826.750000 Penalty: 4900.157227
	Iteration 46Q: 3 clusters Score -2189827 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -2189832.250000 Penalty: 4900.157227
	Iteration 47Q: 3 clusters Score -2189832 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2189829.000000 Penalty: 4900.157227
	Iteration 48Q: 3 clusters Score -2189829 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2189837.250000 Penalty: 4900.157227
	Iteration 49Q: 3 clusters Score -2189837 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -2189839.250000 Penalty: 4900.157227
	Iteration 50Q: 3 clusters Score -2189839 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -2189851.500000 Penalty: 4900.157227
	Iteration 51Q: 3 clusters Score -2189852 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -2189854.500000 Penalty: 4900.157227
	Iteration 52Q: 3 clusters Score -2189854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -2189863.500000 Penalty: 4900.157227
	Iteration 53Q: 3 clusters Score -2189864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2189867.000000 Penalty: 4900.157227
	Iteration 54Q: 3 clusters Score -2189867 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -2189870.000000 Penalty: 4900.157227
	Iteration 55Q: 3 clusters Score -2189870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2189873.000000 Penalty: 4900.157227
	Iteration 56Q: 3 clusters Score -2189873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2189878.250000 Penalty: 4900.157227
	Iteration 57Q: 3 clusters Score -2189878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -2189877.500000 Penalty: 4900.157227
	Iteration 58Q: 3 clusters Score -2189878 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2189878.000000 Penalty: 4900.157227
	Iteration 59Q: 3 clusters Score -2189878 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 17016 members 
Entering Unmasked Estep 
Score: -2189884.000000 Penalty: 4900.157227
	Iteration 60F: 3 clusters Score -2189884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -2189890.250000 Penalty: 4900.157227
	Iteration 61Q: 3 clusters Score -2189890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2189895.250000 Penalty: 4900.157227
	Iteration 62Q: 3 clusters Score -2189895 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2189897.000000 Penalty: 4900.157227
	Iteration 63Q: 3 clusters Score -2189897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2189900.000000 Penalty: 4900.157227
	Iteration 64Q: 3 clusters Score -2189900 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -2189908.750000 Penalty: 4900.157227
	Iteration 65Q: 3 clusters Score -2189909 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -2189915.750000 Penalty: 4900.157227
	Iteration 66Q: 3 clusters Score -2189916 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -2189922.750000 Penalty: 4900.157227
	Iteration 67Q: 3 clusters Score -2189923 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 17195 members 
Entering Unmasked Estep 
Score: -2189939.500000 Penalty: 4900.157227
	Iteration 68Q: 3 clusters Score -2189940 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2189944.000000 Penalty: 4900.157227
	Iteration 69Q: 3 clusters Score -2189944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2189957.250000 Penalty: 4900.157227
	Iteration 70Q: 3 clusters Score -2189957 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 17317 members 
Entering Unmasked Estep 
Score: -2189972.750000 Penalty: 4900.157227
	Iteration 71Q: 3 clusters Score -2189973 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -2189985.250000 Penalty: 4900.157227
	Iteration 72Q: 3 clusters Score -2189985 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -2190011.250000 Penalty: 4900.157227
	Iteration 73Q: 3 clusters Score -2190011 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 17456 members 
Entering Unmasked Estep 
Score: -2190034.750000 Penalty: 4900.157227
	Iteration 74Q: 3 clusters Score -2190035 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 17509 members 
Entering Unmasked Estep 
Score: -2190050.750000 Penalty: 4900.157227
	Iteration 75Q: 3 clusters Score -2190051 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2190058.000000 Penalty: 4900.157227
	Iteration 76Q: 3 clusters Score -2190058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2190070.750000 Penalty: 4900.157227
	Iteration 77Q: 3 clusters Score -2190071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 17642 members 
Entering Unmasked Estep 
Score: -2190090.000000 Penalty: 4900.157227
	Iteration 78Q: 3 clusters Score -2190090 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -2190104.500000 Penalty: 4900.157227
	Iteration 79Q: 3 clusters Score -2190104 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -2190117.500000 Penalty: 4900.157227
	Iteration 80F: 3 clusters Score -2190118 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2190125.500000 Penalty: 4900.157227
	Iteration 81Q: 3 clusters Score -2190126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -2190134.250000 Penalty: 4900.157227
	Iteration 82Q: 3 clusters Score -2190134 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17818 members 
Entering Unmasked Estep 
Score: -2190138.750000 Penalty: 4900.157227
	Iteration 83Q: 3 clusters Score -2190139 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
Score: -2190149.750000 Penalty: 4900.157227
	Iteration 84Q: 3 clusters Score -2190150 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -2190156.500000 Penalty: 4900.157227
	Iteration 85Q: 3 clusters Score -2190156 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2190169.500000 Penalty: 4900.157227
	Iteration 86Q: 3 clusters Score -2190170 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2190180.500000 Penalty: 4900.157227
	Iteration 87Q: 3 clusters Score -2190180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2190183.750000 Penalty: 4900.157227
	Iteration 88Q: 3 clusters Score -2190184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -2190188.500000 Penalty: 4900.157227
	Iteration 89Q: 3 clusters Score -2190188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 17979 members 
Entering Unmasked Estep 
Score: -2190192.750000 Penalty: 4900.157227
	Iteration 90Q: 3 clusters Score -2190193 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -2190197.750000 Penalty: 4900.157227
	Iteration 91Q: 3 clusters Score -2190198 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 18007 members 
Entering Unmasked Estep 
Score: -2190203.250000 Penalty: 4900.157227
	Iteration 92Q: 3 clusters Score -2190203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -2190207.500000 Penalty: 4900.157227
	Iteration 93Q: 3 clusters Score -2190208 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -2190208.250000 Penalty: 4900.157227
	Iteration 94Q: 3 clusters Score -2190208 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 18036 members 
Entering Unmasked Estep 
Score: -2190209.000000 Penalty: 4900.157227
	Iteration 95Q: 3 clusters Score -2190209 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -2190213.750000 Penalty: 4900.157227
	Iteration 96Q: 3 clusters Score -2190214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2190217.500000 Penalty: 4900.157227
	Iteration 97Q: 3 clusters Score -2190218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2190221.500000 Penalty: 4900.157227
	Iteration 98Q: 3 clusters Score -2190222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18094 members 
Entering Unmasked Estep 
Score: -2190230.000000 Penalty: 4900.157227
	Iteration 99Q: 3 clusters Score -2190230 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -2190233.500000 Penalty: 4900.157227
	Iteration 100F: 3 clusters Score -2190234 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2190241.250000 Penalty: 4900.157227
	Iteration 101Q: 3 clusters Score -2190241 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2190251.250000 Penalty: 4900.157227
	Iteration 102Q: 3 clusters Score -2190251 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -2190252.500000 Penalty: 4900.157227
	Iteration 103Q: 3 clusters Score -2190252 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -2190256.500000 Penalty: 4900.157227
	Iteration 104Q: 3 clusters Score -2190256 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -2190260.750000 Penalty: 4900.157227
	Iteration 105Q: 3 clusters Score -2190261 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -2190265.000000 Penalty: 4900.157227
	Iteration 106Q: 3 clusters Score -2190265 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -2190271.000000 Penalty: 4900.157227
	Iteration 107Q: 3 clusters Score -2190271 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -2190274.500000 Penalty: 4900.157227
	Iteration 108Q: 3 clusters Score -2190274 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 18236 members 
Entering Unmasked Estep 
Score: -2190279.750000 Penalty: 4900.157227
	Iteration 109Q: 3 clusters Score -2190280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -2190283.000000 Penalty: 4900.157227
	Iteration 110Q: 3 clusters Score -2190283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2190281.000000 Penalty: 4900.157227
	Iteration 111Q: 3 clusters Score -2190281 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2190285.250000 Penalty: 4900.157227
	Iteration 112Q: 3 clusters Score -2190285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -2190290.750000 Penalty: 4900.157227
	Iteration 113Q: 3 clusters Score -2190291 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -2190292.250000 Penalty: 4900.157227
	Iteration 114Q: 3 clusters Score -2190292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2190289.750000 Penalty: 4900.157227
	Iteration 115Q: 3 clusters Score -2190290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2190290.000000 Penalty: 4900.157227
	Iteration 116Q: 3 clusters Score -2190290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2190288.250000 Penalty: 4900.157227
	Iteration 117Q: 3 clusters Score -2190288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2190286.750000 Penalty: 4900.157227
	Iteration 118Q: 3 clusters Score -2190287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2190288.750000 Penalty: 4900.157227
	Iteration 119Q: 3 clusters Score -2190289 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2190288.750000 Penalty: 4900.157227
	Iteration 120F: 3 clusters Score -2190289 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (167294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167294 members 
Entering Unmasked Estep 
Score: -19642810.000000 Penalty: 2982.822021
	Iteration 0F: 2 clusters Score -1.964281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83375 members 
Mstep: Class 2 contains 83919 members 
Entering Unmasked Estep 
Score: -19533686.000000 Penalty: 5965.644043
	Iteration 0F: 3 clusters Score -1.953369e+07 nChanged 79987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80266 members 
Mstep: Class 2 contains 87028 members 
Entering Unmasked Estep 
Score: -19581366.000000 Penalty: 5965.644043
	Iteration 1F: 3 clusters Score -1.958137e+07 nChanged 5893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78733 members 
Mstep: Class 2 contains 88561 members 
Entering Unmasked Estep 
Score: -19583570.000000 Penalty: 5965.644043
	Iteration 2Q: 3 clusters Score -1.958357e+07 nChanged 6801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76864 members 
Mstep: Class 2 contains 90430 members 
Entering Unmasked Estep 
Score: -19586962.000000 Penalty: 5965.644043
	Iteration 3Q: 3 clusters Score -1.958696e+07 nChanged 7936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74966 members 
Mstep: Class 2 contains 92328 members 
Entering Unmasked Estep 
Score: -19591478.000000 Penalty: 5965.644043
	Iteration 4Q: 3 clusters Score -1.959148e+07 nChanged 9220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73190 members 
Mstep: Class 2 contains 94104 members 
Entering Unmasked Estep 
Score: -19597110.000000 Penalty: 5965.644043
	Iteration 5F: 3 clusters Score -1.959711e+07 nChanged 10203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71921 members 
Mstep: Class 2 contains 95373 members 
Entering Unmasked Estep 
Score: -19603608.000000 Penalty: 5965.644043
	Iteration 6F: 3 clusters Score -1.960361e+07 nChanged 10629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71532 members 
Mstep: Class 2 contains 95762 members 
Entering Unmasked Estep 
Score: -19610578.000000 Penalty: 5965.644043
	Iteration 7F: 3 clusters Score -1.961058e+07 nChanged 10079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71875 members 
Mstep: Class 2 contains 95419 members 
Entering Unmasked Estep 
Score: -19616474.000000 Penalty: 5965.644043
	Iteration 8F: 3 clusters Score -1.961647e+07 nChanged 8638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72895 members 
Mstep: Class 2 contains 94399 members 
Entering Unmasked Estep 
Score: -19620862.000000 Penalty: 5965.644043
	Iteration 9F: 3 clusters Score -1.962086e+07 nChanged 6502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74329 members 
Mstep: Class 2 contains 92965 members 
Entering Unmasked Estep 
Score: -19623378.000000 Penalty: 5965.644043
	Iteration 10Q: 3 clusters Score -1.962338e+07 nChanged 4273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75802 members 
Mstep: Class 2 contains 91492 members 
Entering Unmasked Estep 
Score: -19624574.000000 Penalty: 5965.644043
	Iteration 11Q: 3 clusters Score -1.962457e+07 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77197 members 
Mstep: Class 2 contains 90097 members 
Entering Unmasked Estep 
Score: -19625048.000000 Penalty: 5965.644043
	Iteration 12Q: 3 clusters Score -1.962505e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78497 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -19625492.000000 Penalty: 5965.644043
	Iteration 13Q: 3 clusters Score -1.962549e+07 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79798 members 
Mstep: Class 2 contains 87496 members 
Entering Unmasked Estep 
Score: -19625972.000000 Penalty: 5965.644043
	Iteration 14Q: 3 clusters Score -1.962597e+07 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81155 members 
Mstep: Class 2 contains 86139 members 
Entering Unmasked Estep 
Score: -19626562.000000 Penalty: 5965.644043
	Iteration 15Q: 3 clusters Score -1.962656e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82530 members 
Mstep: Class 2 contains 84764 members 
Entering Unmasked Estep 
Score: -19626864.000000 Penalty: 5965.644043
	Iteration 16Q: 3 clusters Score -1.962686e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83915 members 
Mstep: Class 2 contains 83379 members 
Entering Unmasked Estep 
Score: -19627336.000000 Penalty: 5965.644043
	Iteration 17Q: 3 clusters Score -1.962734e+07 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85230 members 
Mstep: Class 2 contains 82064 members 
Entering Unmasked Estep 
Score: -19627836.000000 Penalty: 5965.644043
	Iteration 18Q: 3 clusters Score -1.962784e+07 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86513 members 
Mstep: Class 2 contains 80781 members 
Entering Unmasked Estep 
Score: -19628294.000000 Penalty: 5965.644043
	Iteration 19Q: 3 clusters Score -1.962829e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87642 members 
Mstep: Class 2 contains 79652 members 
Entering Unmasked Estep 
Score: -19628734.000000 Penalty: 5965.644043
	Iteration 20F: 3 clusters Score -1.962873e+07 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88587 members 
Mstep: Class 2 contains 78707 members 
Entering Unmasked Estep 
Score: -19628928.000000 Penalty: 5965.644043
	Iteration 21Q: 3 clusters Score -1.962893e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89421 members 
Mstep: Class 2 contains 77873 members 
Entering Unmasked Estep 
Score: -19629252.000000 Penalty: 5965.644043
	Iteration 22Q: 3 clusters Score -1.962925e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90145 members 
Mstep: Class 2 contains 77149 members 
Entering Unmasked Estep 
Score: -19629466.000000 Penalty: 5965.644043
	Iteration 23Q: 3 clusters Score -1.962947e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90768 members 
Mstep: Class 2 contains 76526 members 
Entering Unmasked Estep 
Score: -19629738.000000 Penalty: 5965.644043
	Iteration 24Q: 3 clusters Score -1.962974e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91352 members 
Mstep: Class 2 contains 75942 members 
Entering Unmasked Estep 
Score: -19630008.000000 Penalty: 5965.644043
	Iteration 25Q: 3 clusters Score -1.963001e+07 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91846 members 
Mstep: Class 2 contains 75448 members 
Entering Unmasked Estep 
Score: -19630064.000000 Penalty: 5965.644043
	Iteration 26Q: 3 clusters Score -1.963006e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92268 members 
Mstep: Class 2 contains 75026 members 
Entering Unmasked Estep 
Score: -19630200.000000 Penalty: 5965.644043
	Iteration 27Q: 3 clusters Score -1.96302e+07 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92596 members 
Mstep: Class 2 contains 74698 members 
Entering Unmasked Estep 
Score: -19630242.000000 Penalty: 5965.644043
	Iteration 28Q: 3 clusters Score -1.963024e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92822 members 
Mstep: Class 2 contains 74472 members 
Entering Unmasked Estep 
Score: -19630454.000000 Penalty: 5965.644043
	Iteration 29Q: 3 clusters Score -1.963045e+07 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92978 members 
Mstep: Class 2 contains 74316 members 
Entering Unmasked Estep 
Score: -19630486.000000 Penalty: 5965.644043
	Iteration 30Q: 3 clusters Score -1.963049e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93064 members 
Mstep: Class 2 contains 74230 members 
Entering Unmasked Estep 
Score: -19630564.000000 Penalty: 5965.644043
	Iteration 31Q: 3 clusters Score -1.963056e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93083 members 
Mstep: Class 2 contains 74211 members 
Entering Unmasked Estep 
Score: -19630650.000000 Penalty: 5965.644043
	Iteration 32Q: 3 clusters Score -1.963065e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93095 members 
Mstep: Class 2 contains 74199 members 
Entering Unmasked Estep 
Score: -19630728.000000 Penalty: 5965.644043
	Iteration 33Q: 3 clusters Score -1.963073e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93075 members 
Mstep: Class 2 contains 74219 members 
Entering Unmasked Estep 
Score: -19630812.000000 Penalty: 5965.644043
	Iteration 34Q: 3 clusters Score -1.963081e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93061 members 
Mstep: Class 2 contains 74233 members 
Entering Unmasked Estep 
Score: -19630828.000000 Penalty: 5965.644043
	Iteration 35Q: 3 clusters Score -1.963083e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93018 members 
Mstep: Class 2 contains 74276 members 
Entering Unmasked Estep 
Score: -19630890.000000 Penalty: 5965.644043
	Iteration 36Q: 3 clusters Score -1.963089e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 74281 members 
Entering Unmasked Estep 
Score: -19630954.000000 Penalty: 5965.644043
	Iteration 37Q: 3 clusters Score -1.963095e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92995 members 
Mstep: Class 2 contains 74299 members 
Entering Unmasked Estep 
Score: -19630918.000000 Penalty: 5965.644043
	Iteration 38Q: 3 clusters Score -1.963092e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92932 members 
Mstep: Class 2 contains 74362 members 
Entering Unmasked Estep 
Score: -19630930.000000 Penalty: 5965.644043
	Iteration 39Q: 3 clusters Score -1.963093e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92844 members 
Mstep: Class 2 contains 74450 members 
Entering Unmasked Estep 
Score: -19630936.000000 Penalty: 5965.644043
	Iteration 40F: 3 clusters Score -1.963094e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92738 members 
Mstep: Class 2 contains 74556 members 
Entering Unmasked Estep 
Score: -19630906.000000 Penalty: 5965.644043
	Iteration 41Q: 3 clusters Score -1.963091e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92623 members 
Mstep: Class 2 contains 74671 members 
Entering Unmasked Estep 
Score: -19630948.000000 Penalty: 5965.644043
	Iteration 42Q: 3 clusters Score -1.963095e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92492 members 
Mstep: Class 2 contains 74802 members 
Entering Unmasked Estep 
Score: -19631014.000000 Penalty: 5965.644043
	Iteration 43Q: 3 clusters Score -1.963101e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 74876 members 
Entering Unmasked Estep 
Score: -19631080.000000 Penalty: 5965.644043
	Iteration 44Q: 3 clusters Score -1.963108e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92360 members 
Mstep: Class 2 contains 74934 members 
Entering Unmasked Estep 
Score: -19631082.000000 Penalty: 5965.644043
	Iteration 45Q: 3 clusters Score -1.963108e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92287 members 
Mstep: Class 2 contains 75007 members 
Entering Unmasked Estep 
Score: -19631112.000000 Penalty: 5965.644043
	Iteration 46Q: 3 clusters Score -1.963111e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92184 members 
Mstep: Class 2 contains 75110 members 
Entering Unmasked Estep 
Score: -19631122.000000 Penalty: 5965.644043
	Iteration 47Q: 3 clusters Score -1.963112e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92083 members 
Mstep: Class 2 contains 75211 members 
Entering Unmasked Estep 
Score: -19631184.000000 Penalty: 5965.644043
	Iteration 48Q: 3 clusters Score -1.963118e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91977 members 
Mstep: Class 2 contains 75317 members 
Entering Unmasked Estep 
Score: -19631202.000000 Penalty: 5965.644043
	Iteration 49Q: 3 clusters Score -1.96312e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91842 members 
Mstep: Class 2 contains 75452 members 
Entering Unmasked Estep 
Score: -19631216.000000 Penalty: 5965.644043
	Iteration 50Q: 3 clusters Score -1.963122e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91710 members 
Mstep: Class 2 contains 75584 members 
Entering Unmasked Estep 
Score: -19631230.000000 Penalty: 5965.644043
	Iteration 51Q: 3 clusters Score -1.963123e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91606 members 
Mstep: Class 2 contains 75688 members 
Entering Unmasked Estep 
Score: -19631192.000000 Penalty: 5965.644043
	Iteration 52Q: 3 clusters Score -1.963119e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91493 members 
Mstep: Class 2 contains 75801 members 
Entering Unmasked Estep 
Score: -19631242.000000 Penalty: 5965.644043
	Iteration 53Q: 3 clusters Score -1.963124e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91381 members 
Mstep: Class 2 contains 75913 members 
Entering Unmasked Estep 
Score: -19631268.000000 Penalty: 5965.644043
	Iteration 54Q: 3 clusters Score -1.963127e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91264 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -19631300.000000 Penalty: 5965.644043
	Iteration 55Q: 3 clusters Score -1.96313e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91158 members 
Mstep: Class 2 contains 76136 members 
Entering Unmasked Estep 
Score: -19631294.000000 Penalty: 5965.644043
	Iteration 56Q: 3 clusters Score -1.963129e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 76228 members 
Entering Unmasked Estep 
Score: -19631302.000000 Penalty: 5965.644043
	Iteration 57Q: 3 clusters Score -1.96313e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90959 members 
Mstep: Class 2 contains 76335 members 
Entering Unmasked Estep 
Score: -19631298.000000 Penalty: 5965.644043
	Iteration 58Q: 3 clusters Score -1.96313e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90864 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -19631322.000000 Penalty: 5965.644043
	Iteration 59Q: 3 clusters Score -1.963132e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90773 members 
Mstep: Class 2 contains 76521 members 
Entering Unmasked Estep 
Score: -19631304.000000 Penalty: 5965.644043
	Iteration 60F: 3 clusters Score -1.96313e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90662 members 
Mstep: Class 2 contains 76632 members 
Entering Unmasked Estep 
Score: -19631314.000000 Penalty: 5965.644043
	Iteration 61Q: 3 clusters Score -1.963131e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90572 members 
Mstep: Class 2 contains 76722 members 
Entering Unmasked Estep 
Score: -19631358.000000 Penalty: 5965.644043
	Iteration 62Q: 3 clusters Score -1.963136e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90491 members 
Mstep: Class 2 contains 76803 members 
Entering Unmasked Estep 
Score: -19631356.000000 Penalty: 5965.644043
	Iteration 63Q: 3 clusters Score -1.963136e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90394 members 
Mstep: Class 2 contains 76900 members 
Entering Unmasked Estep 
Score: -19631384.000000 Penalty: 5965.644043
	Iteration 64Q: 3 clusters Score -1.963138e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90301 members 
Mstep: Class 2 contains 76993 members 
Entering Unmasked Estep 
Score: -19631364.000000 Penalty: 5965.644043
	Iteration 65Q: 3 clusters Score -1.963136e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90195 members 
Mstep: Class 2 contains 77099 members 
Entering Unmasked Estep 
Score: -19631396.000000 Penalty: 5965.644043
	Iteration 66Q: 3 clusters Score -1.96314e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90099 members 
Mstep: Class 2 contains 77195 members 
Entering Unmasked Estep 
Score: -19631372.000000 Penalty: 5965.644043
	Iteration 67Q: 3 clusters Score -1.963137e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90030 members 
Mstep: Class 2 contains 77264 members 
Entering Unmasked Estep 
Score: -19631388.000000 Penalty: 5965.644043
	Iteration 68Q: 3 clusters Score -1.963139e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89978 members 
Mstep: Class 2 contains 77316 members 
Entering Unmasked Estep 
Score: -19631374.000000 Penalty: 5965.644043
	Iteration 69Q: 3 clusters Score -1.963137e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89918 members 
Mstep: Class 2 contains 77376 members 
Entering Unmasked Estep 
Score: -19631376.000000 Penalty: 5965.644043
	Iteration 70Q: 3 clusters Score -1.963138e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89878 members 
Mstep: Class 2 contains 77416 members 
Entering Unmasked Estep 
Score: -19631358.000000 Penalty: 5965.644043
	Iteration 71Q: 3 clusters Score -1.963136e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89830 members 
Mstep: Class 2 contains 77464 members 
Entering Unmasked Estep 
Score: -19631356.000000 Penalty: 5965.644043
	Iteration 72Q: 3 clusters Score -1.963136e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89782 members 
Mstep: Class 2 contains 77512 members 
Entering Unmasked Estep 
Score: -19631352.000000 Penalty: 5965.644043
	Iteration 73Q: 3 clusters Score -1.963135e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89742 members 
Mstep: Class 2 contains 77552 members 
Entering Unmasked Estep 
Score: -19631330.000000 Penalty: 5965.644043
	Iteration 74Q: 3 clusters Score -1.963133e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89713 members 
Mstep: Class 2 contains 77581 members 
Entering Unmasked Estep 
Score: -19631314.000000 Penalty: 5965.644043
	Iteration 75Q: 3 clusters Score -1.963131e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89687 members 
Mstep: Class 2 contains 77607 members 
Entering Unmasked Estep 
Score: -19631346.000000 Penalty: 5965.644043
	Iteration 76Q: 3 clusters Score -1.963135e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89639 members 
Mstep: Class 2 contains 77655 members 
Entering Unmasked Estep 
Score: -19631348.000000 Penalty: 5965.644043
	Iteration 77Q: 3 clusters Score -1.963135e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89583 members 
Mstep: Class 2 contains 77711 members 
Entering Unmasked Estep 
Score: -19631362.000000 Penalty: 5965.644043
	Iteration 78Q: 3 clusters Score -1.963136e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89523 members 
Mstep: Class 2 contains 77771 members 
Entering Unmasked Estep 
Score: -19631358.000000 Penalty: 5965.644043
	Iteration 79Q: 3 clusters Score -1.963136e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89463 members 
Mstep: Class 2 contains 77831 members 
Entering Unmasked Estep 
Score: -19631368.000000 Penalty: 5965.644043
	Iteration 80F: 3 clusters Score -1.963137e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89413 members 
Mstep: Class 2 contains 77881 members 
Entering Unmasked Estep 
Score: -19631364.000000 Penalty: 5965.644043
	Iteration 81Q: 3 clusters Score -1.963136e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89362 members 
Mstep: Class 2 contains 77932 members 
Entering Unmasked Estep 
Score: -19631402.000000 Penalty: 5965.644043
	Iteration 82Q: 3 clusters Score -1.96314e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89326 members 
Mstep: Class 2 contains 77968 members 
Entering Unmasked Estep 
Score: -19631382.000000 Penalty: 5965.644043
	Iteration 83Q: 3 clusters Score -1.963138e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89286 members 
Mstep: Class 2 contains 78008 members 
Entering Unmasked Estep 
Score: -19631414.000000 Penalty: 5965.644043
	Iteration 84Q: 3 clusters Score -1.963141e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89262 members 
Mstep: Class 2 contains 78032 members 
Entering Unmasked Estep 
Score: -19631424.000000 Penalty: 5965.644043
	Iteration 85Q: 3 clusters Score -1.963142e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89238 members 
Mstep: Class 2 contains 78056 members 
Entering Unmasked Estep 
Score: -19631422.000000 Penalty: 5965.644043
	Iteration 86Q: 3 clusters Score -1.963142e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89206 members 
Mstep: Class 2 contains 78088 members 
Entering Unmasked Estep 
Score: -19631420.000000 Penalty: 5965.644043
	Iteration 87Q: 3 clusters Score -1.963142e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89171 members 
Mstep: Class 2 contains 78123 members 
Entering Unmasked Estep 
Score: -19631412.000000 Penalty: 5965.644043
	Iteration 88Q: 3 clusters Score -1.963141e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89150 members 
Mstep: Class 2 contains 78144 members 
Entering Unmasked Estep 
Score: -19631424.000000 Penalty: 5965.644043
	Iteration 89Q: 3 clusters Score -1.963142e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89117 members 
Mstep: Class 2 contains 78177 members 
Entering Unmasked Estep 
Score: -19631408.000000 Penalty: 5965.644043
	Iteration 90Q: 3 clusters Score -1.963141e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89088 members 
Mstep: Class 2 contains 78206 members 
Entering Unmasked Estep 
Score: -19631398.000000 Penalty: 5965.644043
	Iteration 91Q: 3 clusters Score -1.96314e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89049 members 
Mstep: Class 2 contains 78245 members 
Entering Unmasked Estep 
Score: -19631386.000000 Penalty: 5965.644043
	Iteration 92Q: 3 clusters Score -1.963139e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89012 members 
Mstep: Class 2 contains 78282 members 
Entering Unmasked Estep 
Score: -19631380.000000 Penalty: 5965.644043
	Iteration 93Q: 3 clusters Score -1.963138e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88971 members 
Mstep: Class 2 contains 78323 members 
Entering Unmasked Estep 
Score: -19631364.000000 Penalty: 5965.644043
	Iteration 94Q: 3 clusters Score -1.963136e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88941 members 
Mstep: Class 2 contains 78353 members 
Entering Unmasked Estep 
Score: -19631374.000000 Penalty: 5965.644043
	Iteration 95Q: 3 clusters Score -1.963137e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88914 members 
Mstep: Class 2 contains 78380 members 
Entering Unmasked Estep 
Score: -19631376.000000 Penalty: 5965.644043
	Iteration 96Q: 3 clusters Score -1.963138e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88885 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -19631396.000000 Penalty: 5965.644043
	Iteration 97Q: 3 clusters Score -1.96314e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88855 members 
Mstep: Class 2 contains 78439 members 
Entering Unmasked Estep 
Score: -19631384.000000 Penalty: 5965.644043
	Iteration 98Q: 3 clusters Score -1.963138e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88818 members 
Mstep: Class 2 contains 78476 members 
Entering Unmasked Estep 
Score: -19631398.000000 Penalty: 5965.644043
	Iteration 99Q: 3 clusters Score -1.96314e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88783 members 
Mstep: Class 2 contains 78511 members 
Entering Unmasked Estep 
Score: -19631400.000000 Penalty: 5965.644043
	Iteration 100F: 3 clusters Score -1.96314e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88752 members 
Mstep: Class 2 contains 78542 members 
Entering Unmasked Estep 
Score: -19631396.000000 Penalty: 5965.644043
	Iteration 101Q: 3 clusters Score -1.96314e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88718 members 
Mstep: Class 2 contains 78576 members 
Entering Unmasked Estep 
Score: -19631382.000000 Penalty: 5965.644043
	Iteration 102Q: 3 clusters Score -1.963138e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88679 members 
Mstep: Class 2 contains 78615 members 
Entering Unmasked Estep 
Score: -19631412.000000 Penalty: 5965.644043
	Iteration 103Q: 3 clusters Score -1.963141e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 78651 members 
Entering Unmasked Estep 
Score: -19631412.000000 Penalty: 5965.644043
	Iteration 104Q: 3 clusters Score -1.963141e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88615 members 
Mstep: Class 2 contains 78679 members 
Entering Unmasked Estep 
Score: -19631418.000000 Penalty: 5965.644043
	Iteration 105Q: 3 clusters Score -1.963142e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88593 members 
Mstep: Class 2 contains 78701 members 
Entering Unmasked Estep 
Score: -19631430.000000 Penalty: 5965.644043
	Iteration 106Q: 3 clusters Score -1.963143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88575 members 
Mstep: Class 2 contains 78719 members 
Entering Unmasked Estep 
Score: -19631434.000000 Penalty: 5965.644043
	Iteration 107Q: 3 clusters Score -1.963143e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88557 members 
Mstep: Class 2 contains 78737 members 
Entering Unmasked Estep 
Score: -19631448.000000 Penalty: 5965.644043
	Iteration 108Q: 3 clusters Score -1.963145e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88540 members 
Mstep: Class 2 contains 78754 members 
Entering Unmasked Estep 
Score: -19631442.000000 Penalty: 5965.644043
	Iteration 109Q: 3 clusters Score -1.963144e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88514 members 
Mstep: Class 2 contains 78780 members 
Entering Unmasked Estep 
Score: -19631442.000000 Penalty: 5965.644043
	Iteration 110Q: 3 clusters Score -1.963144e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88489 members 
Mstep: Class 2 contains 78805 members 
Entering Unmasked Estep 
Score: -19631438.000000 Penalty: 5965.644043
	Iteration 111Q: 3 clusters Score -1.963144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88471 members 
Mstep: Class 2 contains 78823 members 
Entering Unmasked Estep 
Score: -19631454.000000 Penalty: 5965.644043
	Iteration 112Q: 3 clusters Score -1.963145e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88457 members 
Mstep: Class 2 contains 78837 members 
Entering Unmasked Estep 
Score: -19631442.000000 Penalty: 5965.644043
	Iteration 113Q: 3 clusters Score -1.963144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88446 members 
Mstep: Class 2 contains 78848 members 
Entering Unmasked Estep 
Score: -19631458.000000 Penalty: 5965.644043
	Iteration 114Q: 3 clusters Score -1.963146e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88433 members 
Mstep: Class 2 contains 78861 members 
Entering Unmasked Estep 
Score: -19631464.000000 Penalty: 5965.644043
	Iteration 115Q: 3 clusters Score -1.963146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88423 members 
Mstep: Class 2 contains 78871 members 
Entering Unmasked Estep 
Score: -19631442.000000 Penalty: 5965.644043
	Iteration 116Q: 3 clusters Score -1.963144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88409 members 
Mstep: Class 2 contains 78885 members 
Entering Unmasked Estep 
Score: -19631440.000000 Penalty: 5965.644043
	Iteration 117Q: 3 clusters Score -1.963144e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88399 members 
Mstep: Class 2 contains 78895 members 
Entering Unmasked Estep 
Score: -19631440.000000 Penalty: 5965.644043
	Iteration 118Q: 3 clusters Score -1.963144e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88380 members 
Mstep: Class 2 contains 78914 members 
Entering Unmasked Estep 
Score: -19631454.000000 Penalty: 5965.644043
	Iteration 119Q: 3 clusters Score -1.963145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88363 members 
Mstep: Class 2 contains 78931 members 
Entering Unmasked Estep 
Score: -19631428.000000 Penalty: 5965.644043
	Iteration 120F: 3 clusters Score -1.963143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88355 members 
Mstep: Class 2 contains 78939 members 
Entering Unmasked Estep 
Score: -19631426.000000 Penalty: 5965.644043
	Iteration 121Q: 3 clusters Score -1.963143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88350 members 
Mstep: Class 2 contains 78944 members 
Entering Unmasked Estep 
Score: -19631436.000000 Penalty: 5965.644043
	Iteration 122Q: 3 clusters Score -1.963144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88346 members 
Mstep: Class 2 contains 78948 members 
Entering Unmasked Estep 
Score: -19631424.000000 Penalty: 5965.644043
	Iteration 123Q: 3 clusters Score -1.963142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88340 members 
Mstep: Class 2 contains 78954 members 
Entering Unmasked Estep 
Score: -19631432.000000 Penalty: 5965.644043
	Iteration 124Q: 3 clusters Score -1.963143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88332 members 
Mstep: Class 2 contains 78962 members 
Entering Unmasked Estep 
Score: -19631442.000000 Penalty: 5965.644043
	Iteration 125Q: 3 clusters Score -1.963144e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88324 members 
Mstep: Class 2 contains 78970 members 
Entering Unmasked Estep 
Score: -19631438.000000 Penalty: 5965.644043
	Iteration 126Q: 3 clusters Score -1.963144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88318 members 
Mstep: Class 2 contains 78976 members 
Entering Unmasked Estep 
Score: -19631450.000000 Penalty: 5965.644043
	Iteration 127Q: 3 clusters Score -1.963145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88315 members 
Mstep: Class 2 contains 78979 members 
Entering Unmasked Estep 
Score: -19631444.000000 Penalty: 5965.644043
	Iteration 128Q: 3 clusters Score -1.963144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88310 members 
Mstep: Class 2 contains 78984 members 
Entering Unmasked Estep 
Score: -19631432.000000 Penalty: 5965.644043
	Iteration 129Q: 3 clusters Score -1.963143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88305 members 
Mstep: Class 2 contains 78989 members 
Entering Unmasked Estep 
Score: -19631440.000000 Penalty: 5965.644043
	Iteration 130Q: 3 clusters Score -1.963144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88301 members 
Mstep: Class 2 contains 78993 members 
Entering Unmasked Estep 
Score: -19631442.000000 Penalty: 5965.644043
	Iteration 131Q: 3 clusters Score -1.963144e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88297 members 
Mstep: Class 2 contains 78997 members 
Entering Unmasked Estep 
Score: -19631432.000000 Penalty: 5965.644043
	Iteration 132Q: 3 clusters Score -1.963143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88296 members 
Mstep: Class 2 contains 78998 members 
Entering Unmasked Estep 
Score: -19631432.000000 Penalty: 5965.644043
	Iteration 133Q: 3 clusters Score -1.963143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88295 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -19631436.000000 Penalty: 5965.644043
	Iteration 134Q: 3 clusters Score -1.963144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
Score: -19631430.000000 Penalty: 5965.644043
	Iteration 135Q: 3 clusters Score -1.963143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88294 members 
Mstep: Class 2 contains 79000 members 
Entering Unmasked Estep 
Score: -19631430.000000 Penalty: 5965.644043
	Iteration 136F: 3 clusters Score -1.963143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16480 members 
Entering Unmasked Estep 
Score: -1853678.375000 Penalty: 2408.055908
	Iteration 0F: 2 clusters Score -1853678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1841888.125000 Penalty: 4816.111816
	Iteration 0F: 3 clusters Score -1841888 nChanged 7204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1845788.750000 Penalty: 4816.111816
	Iteration 1F: 3 clusters Score -1845789 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -1846152.625000 Penalty: 4816.111816
	Iteration 2F: 3 clusters Score -1846153 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 8586 members 
Entering Unmasked Estep 
Score: -1846420.375000 Penalty: 4816.111816
	Iteration 3Q: 3 clusters Score -1846420 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -1846652.500000 Penalty: 4816.111816
	Iteration 4Q: 3 clusters Score -1846652 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -1846848.750000 Penalty: 4816.111816
	Iteration 5Q: 3 clusters Score -1846849 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1847021.375000 Penalty: 4816.111816
	Iteration 6Q: 3 clusters Score -1847021 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -1847188.500000 Penalty: 4816.111816
	Iteration 7Q: 3 clusters Score -1847188 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1847376.875000 Penalty: 4816.111816
	Iteration 8Q: 3 clusters Score -1847377 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
Score: -1847610.125000 Penalty: 4816.111816
	Iteration 9Q: 3 clusters Score -1847610 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1847881.375000 Penalty: 4816.111816
	Iteration 10Q: 3 clusters Score -1847881 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1848198.500000 Penalty: 4816.111816
	Iteration 11Q: 3 clusters Score -1848198 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 11664 members 
Entering Unmasked Estep 
Score: -1848563.750000 Penalty: 4816.111816
	Iteration 12Q: 3 clusters Score -1848564 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4225 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -1848964.125000 Penalty: 4816.111816
	Iteration 13Q: 3 clusters Score -1848964 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -1849398.375000 Penalty: 4816.111816
	Iteration 14Q: 3 clusters Score -1849398 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 13406 members 
Entering Unmasked Estep 
Score: -1849775.125000 Penalty: 4816.111816
	Iteration 15Q: 3 clusters Score -1849775 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -1850113.250000 Penalty: 4816.111816
	Iteration 16Q: 3 clusters Score -1850113 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -1850393.000000 Penalty: 4816.111816
	Iteration 17Q: 3 clusters Score -1850393 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -1850678.750000 Penalty: 4816.111816
	Iteration 18Q: 3 clusters Score -1850679 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 14895 members 
Entering Unmasked Estep 
Score: -1850902.375000 Penalty: 4816.111816
	Iteration 19Q: 3 clusters Score -1850902 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1851059.500000 Penalty: 4816.111816
	Iteration 20F: 3 clusters Score -1851060 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -1851177.000000 Penalty: 4816.111816
	Iteration 21Q: 3 clusters Score -1851177 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1851264.875000 Penalty: 4816.111816
	Iteration 22Q: 3 clusters Score -1851265 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -1851317.125000 Penalty: 4816.111816
	Iteration 23Q: 3 clusters Score -1851317 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -1851364.250000 Penalty: 4816.111816
	Iteration 24Q: 3 clusters Score -1851364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -1851395.750000 Penalty: 4816.111816
	Iteration 25Q: 3 clusters Score -1851396 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -1851418.875000 Penalty: 4816.111816
	Iteration 26Q: 3 clusters Score -1851419 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -1851440.750000 Penalty: 4816.111816
	Iteration 27Q: 3 clusters Score -1851441 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -1851457.500000 Penalty: 4816.111816
	Iteration 28Q: 3 clusters Score -1851458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1851476.125000 Penalty: 4816.111816
	Iteration 29Q: 3 clusters Score -1851476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 15826 members 
Entering Unmasked Estep 
Score: -1851494.750000 Penalty: 4816.111816
	Iteration 30Q: 3 clusters Score -1851495 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -1851508.625000 Penalty: 4816.111816
	Iteration 31Q: 3 clusters Score -1851509 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 15869 members 
Entering Unmasked Estep 
Score: -1851520.000000 Penalty: 4816.111816
	Iteration 32Q: 3 clusters Score -1851520 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -1851524.000000 Penalty: 4816.111816
	Iteration 33Q: 3 clusters Score -1851524 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -1851538.000000 Penalty: 4816.111816
	Iteration 34Q: 3 clusters Score -1851538 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -1851546.000000 Penalty: 4816.111816
	Iteration 35Q: 3 clusters Score -1851546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -1851559.125000 Penalty: 4816.111816
	Iteration 36Q: 3 clusters Score -1851559 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -1851578.625000 Penalty: 4816.111816
	Iteration 37Q: 3 clusters Score -1851579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -1851586.500000 Penalty: 4816.111816
	Iteration 38Q: 3 clusters Score -1851586 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -1851596.875000 Penalty: 4816.111816
	Iteration 39Q: 3 clusters Score -1851597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1851609.375000 Penalty: 4816.111816
	Iteration 40F: 3 clusters Score -1851609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -1851611.000000 Penalty: 4816.111816
	Iteration 41Q: 3 clusters Score -1851611 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -1851616.000000 Penalty: 4816.111816
	Iteration 42Q: 3 clusters Score -1851616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 16005 members 
Entering Unmasked Estep 
Score: -1851620.500000 Penalty: 4816.111816
	Iteration 43Q: 3 clusters Score -1851620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -1851624.875000 Penalty: 4816.111816
	Iteration 44Q: 3 clusters Score -1851625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -1851625.000000 Penalty: 4816.111816
	Iteration 45Q: 3 clusters Score -1851625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 16013 members 
Entering Unmasked Estep 
Score: -1851626.625000 Penalty: 4816.111816
	Iteration 46Q: 3 clusters Score -1851627 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1851625.875000 Penalty: 4816.111816
	Iteration 47Q: 3 clusters Score -1851626 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -1851625.875000 Penalty: 4816.111816
	Iteration 48F: 3 clusters Score -1851626 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Entering Unmasked Estep 
Score: -2165400.250000 Penalty: 2446.483154
	Iteration 0F: 2 clusters Score -2165400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -2151733.750000 Penalty: 4892.966309
	Iteration 0F: 3 clusters Score -2151734 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -2156267.500000 Penalty: 4892.966309
	Iteration 1F: 3 clusters Score -2156268 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2156718.000000 Penalty: 4892.966309
	Iteration 2F: 3 clusters Score -2156718 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2157046.250000 Penalty: 4892.966309
	Iteration 3Q: 3 clusters Score -2157046 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10054 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -2157320.250000 Penalty: 4892.966309
	Iteration 4Q: 3 clusters Score -2157320 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -2157562.000000 Penalty: 4892.966309
	Iteration 5Q: 3 clusters Score -2157562 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2157783.250000 Penalty: 4892.966309
	Iteration 6Q: 3 clusters Score -2157783 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -2158029.750000 Penalty: 4892.966309
	Iteration 7Q: 3 clusters Score -2158030 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -2158274.750000 Penalty: 4892.966309
	Iteration 8Q: 3 clusters Score -2158275 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11393 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -2158526.750000 Penalty: 4892.966309
	Iteration 9Q: 3 clusters Score -2158527 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -2158780.250000 Penalty: 4892.966309
	Iteration 10Q: 3 clusters Score -2158780 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -2159094.250000 Penalty: 4892.966309
	Iteration 11Q: 3 clusters Score -2159094 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12843 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -2159455.000000 Penalty: 4892.966309
	Iteration 12Q: 3 clusters Score -2159455 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -2159810.000000 Penalty: 4892.966309
	Iteration 13Q: 3 clusters Score -2159810 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2160218.250000 Penalty: 4892.966309
	Iteration 14Q: 3 clusters Score -2160218 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -2160590.250000 Penalty: 4892.966309
	Iteration 15Q: 3 clusters Score -2160590 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2160921.250000 Penalty: 4892.966309
	Iteration 16Q: 3 clusters Score -2160921 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15583 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -2161234.500000 Penalty: 4892.966309
	Iteration 17Q: 3 clusters Score -2161234 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -2161481.250000 Penalty: 4892.966309
	Iteration 18Q: 3 clusters Score -2161481 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2161685.500000 Penalty: 4892.966309
	Iteration 19Q: 3 clusters Score -2161686 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -2161868.000000 Penalty: 4892.966309
	Iteration 20F: 3 clusters Score -2161868 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16974 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -2162048.500000 Penalty: 4892.966309
	Iteration 21Q: 3 clusters Score -2162048 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -2162219.000000 Penalty: 4892.966309
	Iteration 22Q: 3 clusters Score -2162219 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2162370.750000 Penalty: 4892.966309
	Iteration 23Q: 3 clusters Score -2162371 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -2162524.500000 Penalty: 4892.966309
	Iteration 24Q: 3 clusters Score -2162524 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2162674.750000 Penalty: 4892.966309
	Iteration 25Q: 3 clusters Score -2162675 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2162819.250000 Penalty: 4892.966309
	Iteration 26Q: 3 clusters Score -2162819 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -2162958.750000 Penalty: 4892.966309
	Iteration 27Q: 3 clusters Score -2162959 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -2163057.500000 Penalty: 4892.966309
	Iteration 28Q: 3 clusters Score -2163058 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2163128.750000 Penalty: 4892.966309
	Iteration 29Q: 3 clusters Score -2163129 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -2163182.250000 Penalty: 4892.966309
	Iteration 30Q: 3 clusters Score -2163182 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2163219.500000 Penalty: 4892.966309
	Iteration 31Q: 3 clusters Score -2163220 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -2163248.250000 Penalty: 4892.966309
	Iteration 32Q: 3 clusters Score -2163248 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -2163269.000000 Penalty: 4892.966309
	Iteration 33Q: 3 clusters Score -2163269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -2163284.000000 Penalty: 4892.966309
	Iteration 34Q: 3 clusters Score -2163284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -2163290.750000 Penalty: 4892.966309
	Iteration 35Q: 3 clusters Score -2163291 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -2163294.250000 Penalty: 4892.966309
	Iteration 36Q: 3 clusters Score -2163294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -2163299.250000 Penalty: 4892.966309
	Iteration 37Q: 3 clusters Score -2163299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2163301.500000 Penalty: 4892.966309
	Iteration 38Q: 3 clusters Score -2163302 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -2163301.500000 Penalty: 4892.966309
	Iteration 39F: 3 clusters Score -2163302 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (152432 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152432 members 
Entering Unmasked Estep 
Score: -18011920.000000 Penalty: 2959.749512
	Iteration 0F: 2 clusters Score -1.801192e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 76193 members 
Entering Unmasked Estep 
Score: -17909654.000000 Penalty: 5919.499023
	Iteration 0F: 3 clusters Score -1.790965e+07 nChanged 72932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77049 members 
Mstep: Class 2 contains 75383 members 
Entering Unmasked Estep 
Score: -17953434.000000 Penalty: 5919.499023
	Iteration 1F: 3 clusters Score -1.795343e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78268 members 
Mstep: Class 2 contains 74164 members 
Entering Unmasked Estep 
Score: -17956110.000000 Penalty: 5919.499023
	Iteration 2Q: 3 clusters Score -1.795611e+07 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80565 members 
Mstep: Class 2 contains 71867 members 
Entering Unmasked Estep 
Score: -17959570.000000 Penalty: 5919.499023
	Iteration 3F: 3 clusters Score -1.795957e+07 nChanged 9088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84101 members 
Mstep: Class 2 contains 68331 members 
Entering Unmasked Estep 
Score: -17964240.000000 Penalty: 5919.499023
	Iteration 4F: 3 clusters Score -1.796424e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89108 members 
Mstep: Class 2 contains 63324 members 
Entering Unmasked Estep 
Score: -17970380.000000 Penalty: 5919.499023
	Iteration 5F: 3 clusters Score -1.797038e+07 nChanged 10350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -17976982.000000 Penalty: 5919.499023
	Iteration 6F: 3 clusters Score -1.797698e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100685 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -17983480.000000 Penalty: 5919.499023
	Iteration 7F: 3 clusters Score -1.798348e+07 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105656 members 
Mstep: Class 2 contains 46776 members 
Entering Unmasked Estep 
Score: -17988498.000000 Penalty: 5919.499023
	Iteration 8Q: 3 clusters Score -1.79885e+07 nChanged 5852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109910 members 
Mstep: Class 2 contains 42522 members 
Entering Unmasked Estep 
Score: -17991992.000000 Penalty: 5919.499023
	Iteration 9Q: 3 clusters Score -1.799199e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113676 members 
Mstep: Class 2 contains 38756 members 
Entering Unmasked Estep 
Score: -17994542.000000 Penalty: 5919.499023
	Iteration 10Q: 3 clusters Score -1.799454e+07 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117089 members 
Mstep: Class 2 contains 35343 members 
Entering Unmasked Estep 
Score: -17996288.000000 Penalty: 5919.499023
	Iteration 11Q: 3 clusters Score -1.799629e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120355 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -17997574.000000 Penalty: 5919.499023
	Iteration 12Q: 3 clusters Score -1.799757e+07 nChanged 3095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123446 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -17998842.000000 Penalty: 5919.499023
	Iteration 13Q: 3 clusters Score -1.799884e+07 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126394 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -18000008.000000 Penalty: 5919.499023
	Iteration 14Q: 3 clusters Score -1.800001e+07 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129209 members 
Mstep: Class 2 contains 23223 members 
Entering Unmasked Estep 
Score: -18001240.000000 Penalty: 5919.499023
	Iteration 15Q: 3 clusters Score -1.800124e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131871 members 
Mstep: Class 2 contains 20561 members 
Entering Unmasked Estep 
Score: -18002360.000000 Penalty: 5919.499023
	Iteration 16Q: 3 clusters Score -1.800236e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134451 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -18003584.000000 Penalty: 5919.499023
	Iteration 17Q: 3 clusters Score -1.800358e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136830 members 
Mstep: Class 2 contains 15602 members 
Entering Unmasked Estep 
Score: -18004718.000000 Penalty: 5919.499023
	Iteration 18Q: 3 clusters Score -1.800472e+07 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138928 members 
Mstep: Class 2 contains 13504 members 
Entering Unmasked Estep 
Score: -18005702.000000 Penalty: 5919.499023
	Iteration 19Q: 3 clusters Score -1.80057e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140853 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -18006642.000000 Penalty: 5919.499023
	Iteration 20F: 3 clusters Score -1.800664e+07 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142541 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -18007554.000000 Penalty: 5919.499023
	Iteration 21Q: 3 clusters Score -1.800755e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143975 members 
Mstep: Class 2 contains 8457 members 
Entering Unmasked Estep 
Score: -18008244.000000 Penalty: 5919.499023
	Iteration 22Q: 3 clusters Score -1.800824e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145134 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -18008840.000000 Penalty: 5919.499023
	Iteration 23Q: 3 clusters Score -1.800884e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146099 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -18009322.000000 Penalty: 5919.499023
	Iteration 24Q: 3 clusters Score -1.800932e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146848 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -18009758.000000 Penalty: 5919.499023
	Iteration 25Q: 3 clusters Score -1.800976e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147418 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -18009982.000000 Penalty: 5919.499023
	Iteration 26Q: 3 clusters Score -1.800998e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147855 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -18010156.000000 Penalty: 5919.499023
	Iteration 27Q: 3 clusters Score -1.801016e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148190 members 
Mstep: Class 2 contains 4242 members 
Entering Unmasked Estep 
Score: -18010274.000000 Penalty: 5919.499023
	Iteration 28Q: 3 clusters Score -1.801027e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148451 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -18010346.000000 Penalty: 5919.499023
	Iteration 29Q: 3 clusters Score -1.801035e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148653 members 
Mstep: Class 2 contains 3779 members 
Entering Unmasked Estep 
Score: -18010424.000000 Penalty: 5919.499023
	Iteration 30Q: 3 clusters Score -1.801042e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148819 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -18010500.000000 Penalty: 5919.499023
	Iteration 31Q: 3 clusters Score -1.80105e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148931 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -18010556.000000 Penalty: 5919.499023
	Iteration 32Q: 3 clusters Score -1.801056e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149042 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -18010646.000000 Penalty: 5919.499023
	Iteration 33Q: 3 clusters Score -1.801065e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149121 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -18010632.000000 Penalty: 5919.499023
	Iteration 34Q: 3 clusters Score -1.801063e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149186 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -18010654.000000 Penalty: 5919.499023
	Iteration 35Q: 3 clusters Score -1.801065e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149241 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -18010672.000000 Penalty: 5919.499023
	Iteration 36Q: 3 clusters Score -1.801067e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149295 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -18010694.000000 Penalty: 5919.499023
	Iteration 37Q: 3 clusters Score -1.801069e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149341 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -18010694.000000 Penalty: 5919.499023
	Iteration 38Q: 3 clusters Score -1.801069e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149373 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -18010710.000000 Penalty: 5919.499023
	Iteration 39Q: 3 clusters Score -1.801071e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149401 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -18010716.000000 Penalty: 5919.499023
	Iteration 40F: 3 clusters Score -1.801072e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149420 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -18010730.000000 Penalty: 5919.499023
	Iteration 41Q: 3 clusters Score -1.801073e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149434 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -18010744.000000 Penalty: 5919.499023
	Iteration 42Q: 3 clusters Score -1.801074e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149449 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
Score: -18010728.000000 Penalty: 5919.499023
	Iteration 43Q: 3 clusters Score -1.801073e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149465 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -18010758.000000 Penalty: 5919.499023
	Iteration 44Q: 3 clusters Score -1.801076e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149475 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -18010768.000000 Penalty: 5919.499023
	Iteration 45Q: 3 clusters Score -1.801077e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149487 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -18010782.000000 Penalty: 5919.499023
	Iteration 46Q: 3 clusters Score -1.801078e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149497 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -18010780.000000 Penalty: 5919.499023
	Iteration 47Q: 3 clusters Score -1.801078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149500 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -18010784.000000 Penalty: 5919.499023
	Iteration 48Q: 3 clusters Score -1.801078e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149501 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -18010776.000000 Penalty: 5919.499023
	Iteration 49Q: 3 clusters Score -1.801078e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149506 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -18010772.000000 Penalty: 5919.499023
	Iteration 50Q: 3 clusters Score -1.801077e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149507 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -18010764.000000 Penalty: 5919.499023
	Iteration 51Q: 3 clusters Score -1.801076e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149512 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -18010758.000000 Penalty: 5919.499023
	Iteration 52Q: 3 clusters Score -1.801076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149514 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -18010746.000000 Penalty: 5919.499023
	Iteration 53Q: 3 clusters Score -1.801075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149516 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -18010744.000000 Penalty: 5919.499023
	Iteration 54Q: 3 clusters Score -1.801074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -18010748.000000 Penalty: 5919.499023
	Iteration 55Q: 3 clusters Score -1.801075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -18010746.000000 Penalty: 5919.499023
	Iteration 56Q: 3 clusters Score -1.801075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -18010744.000000 Penalty: 5919.499023
	Iteration 57Q: 3 clusters Score -1.801074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149522 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -18010754.000000 Penalty: 5919.499023
	Iteration 58Q: 3 clusters Score -1.801075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -18010746.000000 Penalty: 5919.499023
	Iteration 59Q: 3 clusters Score -1.801075e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149524 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -18010746.000000 Penalty: 5919.499023
	Iteration 60F: 3 clusters Score -1.801075e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Entering Unmasked Estep 
Score: -248401.437500 Penalty: 1900.408569
	Iteration 0F: 2 clusters Score -248401.4 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 1028 members 
Entering Unmasked Estep 
Score: -245668.687500 Penalty: 3800.817139
	Iteration 0F: 3 clusters Score -245668.7 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -246150.328125 Penalty: 3800.817139
	Iteration 1F: 3 clusters Score -246150.3 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -246283.578125 Penalty: 3800.817139
	Iteration 2F: 3 clusters Score -246283.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -246354.671875 Penalty: 3800.817139
	Iteration 3Q: 3 clusters Score -246354.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -246400.921875 Penalty: 3800.817139
	Iteration 4Q: 3 clusters Score -246400.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -246437.562500 Penalty: 3800.817139
	Iteration 5Q: 3 clusters Score -246437.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -246462.421875 Penalty: 3800.817139
	Iteration 6Q: 3 clusters Score -246462.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -246475.578125 Penalty: 3800.817139
	Iteration 7Q: 3 clusters Score -246475.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -246483.312500 Penalty: 3800.817139
	Iteration 8Q: 3 clusters Score -246483.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -246494.015625 Penalty: 3800.817139
	Iteration 9Q: 3 clusters Score -246494 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -246503.968750 Penalty: 3800.817139
	Iteration 10Q: 3 clusters Score -246504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -246512.187500 Penalty: 3800.817139
	Iteration 11Q: 3 clusters Score -246512.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -246520.125000 Penalty: 3800.817139
	Iteration 12Q: 3 clusters Score -246520.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -246526.171875 Penalty: 3800.817139
	Iteration 13Q: 3 clusters Score -246526.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -246531.625000 Penalty: 3800.817139
	Iteration 14Q: 3 clusters Score -246531.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -246536.109375 Penalty: 3800.817139
	Iteration 15Q: 3 clusters Score -246536.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -246539.203125 Penalty: 3800.817139
	Iteration 16Q: 3 clusters Score -246539.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -246543.453125 Penalty: 3800.817139
	Iteration 17Q: 3 clusters Score -246543.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -246544.968750 Penalty: 3800.817139
	Iteration 18Q: 3 clusters Score -246545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -246546.609375 Penalty: 3800.817139
	Iteration 19Q: 3 clusters Score -246546.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -246547.531250 Penalty: 3800.817139
	Iteration 20F: 3 clusters Score -246547.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -246548.984375 Penalty: 3800.817139
	Iteration 21Q: 3 clusters Score -246549 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -246548.984375 Penalty: 3800.817139
	Iteration 22F: 3 clusters Score -246549 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (222634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222634 members 
Entering Unmasked Estep 
Score: -26306534.000000 Penalty: 3053.694580
	Iteration 0F: 2 clusters Score -2.630653e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111119 members 
Mstep: Class 2 contains 111515 members 
Entering Unmasked Estep 
Score: -26164052.000000 Penalty: 6107.389160
	Iteration 0F: 3 clusters Score -2.616405e+07 nChanged 107429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108816 members 
Mstep: Class 2 contains 113818 members 
Entering Unmasked Estep 
Score: -26227804.000000 Penalty: 6107.389160
	Iteration 1F: 3 clusters Score -2.62278e+07 nChanged 7315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106995 members 
Mstep: Class 2 contains 115639 members 
Entering Unmasked Estep 
Score: -26229782.000000 Penalty: 6107.389160
	Iteration 2Q: 3 clusters Score -2.622978e+07 nChanged 8331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104114 members 
Mstep: Class 2 contains 118520 members 
Entering Unmasked Estep 
Score: -26232614.000000 Penalty: 6107.389160
	Iteration 3Q: 3 clusters Score -2.623261e+07 nChanged 10037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99731 members 
Mstep: Class 2 contains 122903 members 
Entering Unmasked Estep 
Score: -26236830.000000 Penalty: 6107.389160
	Iteration 4Q: 3 clusters Score -2.623683e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93435 members 
Mstep: Class 2 contains 129199 members 
Entering Unmasked Estep 
Score: -26243316.000000 Penalty: 6107.389160
	Iteration 5F: 3 clusters Score -2.624332e+07 nChanged 14553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84698 members 
Mstep: Class 2 contains 137936 members 
Entering Unmasked Estep 
Score: -26252800.000000 Penalty: 6107.389160
	Iteration 6F: 3 clusters Score -2.62528e+07 nChanged 15932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74118 members 
Mstep: Class 2 contains 148516 members 
Entering Unmasked Estep 
Score: -26264756.000000 Penalty: 6107.389160
	Iteration 7F: 3 clusters Score -2.626476e+07 nChanged 15351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63335 members 
Mstep: Class 2 contains 159299 members 
Entering Unmasked Estep 
Score: -26276636.000000 Penalty: 6107.389160
	Iteration 8F: 3 clusters Score -2.627664e+07 nChanged 12865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53612 members 
Mstep: Class 2 contains 169022 members 
Entering Unmasked Estep 
Score: -26285340.000000 Penalty: 6107.389160
	Iteration 9F: 3 clusters Score -2.628534e+07 nChanged 9787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45569 members 
Mstep: Class 2 contains 177065 members 
Entering Unmasked Estep 
Score: -26291202.000000 Penalty: 6107.389160
	Iteration 10Q: 3 clusters Score -2.62912e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38825 members 
Mstep: Class 2 contains 183809 members 
Entering Unmasked Estep 
Score: -26295090.000000 Penalty: 6107.389160
	Iteration 11Q: 3 clusters Score -2.629509e+07 nChanged 6041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 189602 members 
Entering Unmasked Estep 
Score: -26297626.000000 Penalty: 6107.389160
	Iteration 12Q: 3 clusters Score -2.629763e+07 nChanged 4916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Mstep: Class 2 contains 194446 members 
Entering Unmasked Estep 
Score: -26299368.000000 Penalty: 6107.389160
	Iteration 13Q: 3 clusters Score -2.629937e+07 nChanged 4274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 198690 members 
Entering Unmasked Estep 
Score: -26300996.000000 Penalty: 6107.389160
	Iteration 14Q: 3 clusters Score -2.6301e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 202331 members 
Entering Unmasked Estep 
Score: -26302232.000000 Penalty: 6107.389160
	Iteration 15Q: 3 clusters Score -2.630223e+07 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 205409 members 
Entering Unmasked Estep 
Score: -26303192.000000 Penalty: 6107.389160
	Iteration 16Q: 3 clusters Score -2.630319e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14739 members 
Mstep: Class 2 contains 207895 members 
Entering Unmasked Estep 
Score: -26303722.000000 Penalty: 6107.389160
	Iteration 17Q: 3 clusters Score -2.630372e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12734 members 
Mstep: Class 2 contains 209900 members 
Entering Unmasked Estep 
Score: -26304294.000000 Penalty: 6107.389160
	Iteration 18Q: 3 clusters Score -2.630429e+07 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 211569 members 
Entering Unmasked Estep 
Score: -26304680.000000 Penalty: 6107.389160
	Iteration 19Q: 3 clusters Score -2.630468e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 212915 members 
Entering Unmasked Estep 
Score: -26304820.000000 Penalty: 6107.389160
	Iteration 20F: 3 clusters Score -2.630482e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 214071 members 
Entering Unmasked Estep 
Score: -26304882.000000 Penalty: 6107.389160
	Iteration 21Q: 3 clusters Score -2.630488e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 214992 members 
Entering Unmasked Estep 
Score: -26304938.000000 Penalty: 6107.389160
	Iteration 22Q: 3 clusters Score -2.630494e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 215702 members 
Entering Unmasked Estep 
Score: -26304956.000000 Penalty: 6107.389160
	Iteration 23Q: 3 clusters Score -2.630496e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 216321 members 
Entering Unmasked Estep 
Score: -26304954.000000 Penalty: 6107.389160
	Iteration 24Q: 3 clusters Score -2.630495e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 216838 members 
Entering Unmasked Estep 
Score: -26304858.000000 Penalty: 6107.389160
	Iteration 25Q: 3 clusters Score -2.630486e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 217272 members 
Entering Unmasked Estep 
Score: -26304966.000000 Penalty: 6107.389160
	Iteration 26Q: 3 clusters Score -2.630497e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 217638 members 
Entering Unmasked Estep 
Score: -26305026.000000 Penalty: 6107.389160
	Iteration 27Q: 3 clusters Score -2.630503e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 217955 members 
Entering Unmasked Estep 
Score: -26305050.000000 Penalty: 6107.389160
	Iteration 28Q: 3 clusters Score -2.630505e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 218237 members 
Entering Unmasked Estep 
Score: -26305060.000000 Penalty: 6107.389160
	Iteration 29Q: 3 clusters Score -2.630506e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 218469 members 
Entering Unmasked Estep 
Score: -26305066.000000 Penalty: 6107.389160
	Iteration 30Q: 3 clusters Score -2.630507e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 218651 members 
Entering Unmasked Estep 
Score: -26305068.000000 Penalty: 6107.389160
	Iteration 31Q: 3 clusters Score -2.630507e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 218820 members 
Entering Unmasked Estep 
Score: -26305066.000000 Penalty: 6107.389160
	Iteration 32Q: 3 clusters Score -2.630507e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 218956 members 
Entering Unmasked Estep 
Score: -26305086.000000 Penalty: 6107.389160
	Iteration 33Q: 3 clusters Score -2.630509e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 219080 members 
Entering Unmasked Estep 
Score: -26305094.000000 Penalty: 6107.389160
	Iteration 34Q: 3 clusters Score -2.630509e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 219164 members 
Entering Unmasked Estep 
Score: -26305078.000000 Penalty: 6107.389160
	Iteration 35Q: 3 clusters Score -2.630508e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 219234 members 
Entering Unmasked Estep 
Score: -26305080.000000 Penalty: 6107.389160
	Iteration 36Q: 3 clusters Score -2.630508e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 219296 members 
Entering Unmasked Estep 
Score: -26305082.000000 Penalty: 6107.389160
	Iteration 37Q: 3 clusters Score -2.630508e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 219349 members 
Entering Unmasked Estep 
Score: -26305060.000000 Penalty: 6107.389160
	Iteration 38Q: 3 clusters Score -2.630506e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 219389 members 
Entering Unmasked Estep 
Score: -26305034.000000 Penalty: 6107.389160
	Iteration 39Q: 3 clusters Score -2.630503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 219421 members 
Entering Unmasked Estep 
Score: -26305036.000000 Penalty: 6107.389160
	Iteration 40F: 3 clusters Score -2.630504e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 219451 members 
Entering Unmasked Estep 
Score: -26305032.000000 Penalty: 6107.389160
	Iteration 41Q: 3 clusters Score -2.630503e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 219487 members 
Entering Unmasked Estep 
Score: -26305034.000000 Penalty: 6107.389160
	Iteration 42Q: 3 clusters Score -2.630503e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 219517 members 
Entering Unmasked Estep 
Score: -26304992.000000 Penalty: 6107.389160
	Iteration 43Q: 3 clusters Score -2.630499e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 219544 members 
Entering Unmasked Estep 
Score: -26305034.000000 Penalty: 6107.389160
	Iteration 44Q: 3 clusters Score -2.630503e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 219569 members 
Entering Unmasked Estep 
Score: -26305030.000000 Penalty: 6107.389160
	Iteration 45Q: 3 clusters Score -2.630503e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 219596 members 
Entering Unmasked Estep 
Score: -26305052.000000 Penalty: 6107.389160
	Iteration 46Q: 3 clusters Score -2.630505e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 219625 members 
Entering Unmasked Estep 
Score: -26305070.000000 Penalty: 6107.389160
	Iteration 47Q: 3 clusters Score -2.630507e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 219656 members 
Entering Unmasked Estep 
Score: -26305090.000000 Penalty: 6107.389160
	Iteration 48Q: 3 clusters Score -2.630509e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 219686 members 
Entering Unmasked Estep 
Score: -26305100.000000 Penalty: 6107.389160
	Iteration 49Q: 3 clusters Score -2.63051e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 219708 members 
Entering Unmasked Estep 
Score: -26305086.000000 Penalty: 6107.389160
	Iteration 50Q: 3 clusters Score -2.630509e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 219718 members 
Entering Unmasked Estep 
Score: -26305092.000000 Penalty: 6107.389160
	Iteration 51Q: 3 clusters Score -2.630509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 219721 members 
Entering Unmasked Estep 
Score: -26305102.000000 Penalty: 6107.389160
	Iteration 52Q: 3 clusters Score -2.63051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 219723 members 
Entering Unmasked Estep 
Score: -26305090.000000 Penalty: 6107.389160
	Iteration 53Q: 3 clusters Score -2.630509e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 219726 members 
Entering Unmasked Estep 
Score: -26305082.000000 Penalty: 6107.389160
	Iteration 54Q: 3 clusters Score -2.630508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 219729 members 
Entering Unmasked Estep 
Score: -26305080.000000 Penalty: 6107.389160
	Iteration 55Q: 3 clusters Score -2.630508e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 219731 members 
Entering Unmasked Estep 
Score: -26305082.000000 Penalty: 6107.389160
	Iteration 56Q: 3 clusters Score -2.630508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 219734 members 
Entering Unmasked Estep 
Score: -26305102.000000 Penalty: 6107.389160
	Iteration 57Q: 3 clusters Score -2.63051e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 219737 members 
Entering Unmasked Estep 
Score: -26305096.000000 Penalty: 6107.389160
	Iteration 58Q: 3 clusters Score -2.63051e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 219741 members 
Entering Unmasked Estep 
Score: -26305102.000000 Penalty: 6107.389160
	Iteration 59Q: 3 clusters Score -2.63051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 219744 members 
Entering Unmasked Estep 
Score: -26305116.000000 Penalty: 6107.389160
	Iteration 60F: 3 clusters Score -2.630512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 219750 members 
Entering Unmasked Estep 
Score: -26305118.000000 Penalty: 6107.389160
	Iteration 61Q: 3 clusters Score -2.630512e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 219756 members 
Entering Unmasked Estep 
Score: -26305118.000000 Penalty: 6107.389160
	Iteration 62Q: 3 clusters Score -2.630512e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 219763 members 
Entering Unmasked Estep 
Score: -26305102.000000 Penalty: 6107.389160
	Iteration 63Q: 3 clusters Score -2.63051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 219769 members 
Entering Unmasked Estep 
Score: -26305098.000000 Penalty: 6107.389160
	Iteration 64Q: 3 clusters Score -2.63051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 219776 members 
Entering Unmasked Estep 
Score: -26305100.000000 Penalty: 6107.389160
	Iteration 65Q: 3 clusters Score -2.63051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 219785 members 
Entering Unmasked Estep 
Score: -26305106.000000 Penalty: 6107.389160
	Iteration 66Q: 3 clusters Score -2.630511e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 219793 members 
Entering Unmasked Estep 
Score: -26305114.000000 Penalty: 6107.389160
	Iteration 67Q: 3 clusters Score -2.630511e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 219799 members 
Entering Unmasked Estep 
Score: -26305114.000000 Penalty: 6107.389160
	Iteration 68Q: 3 clusters Score -2.630511e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 219801 members 
Entering Unmasked Estep 
Score: -26305110.000000 Penalty: 6107.389160
	Iteration 69Q: 3 clusters Score -2.630511e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 219804 members 
Entering Unmasked Estep 
Score: -26305104.000000 Penalty: 6107.389160
	Iteration 70Q: 3 clusters Score -2.63051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 219806 members 
Entering Unmasked Estep 
Score: -26305108.000000 Penalty: 6107.389160
	Iteration 71Q: 3 clusters Score -2.630511e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 219810 members 
Entering Unmasked Estep 
Score: -26305098.000000 Penalty: 6107.389160
	Iteration 72Q: 3 clusters Score -2.63051e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 219815 members 
Entering Unmasked Estep 
Score: -26305096.000000 Penalty: 6107.389160
	Iteration 73Q: 3 clusters Score -2.63051e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 219820 members 
Entering Unmasked Estep 
Score: -26305096.000000 Penalty: 6107.389160
	Iteration 74Q: 3 clusters Score -2.63051e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 219822 members 
Entering Unmasked Estep 
Score: -26305086.000000 Penalty: 6107.389160
	Iteration 75Q: 3 clusters Score -2.630509e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 219824 members 
Entering Unmasked Estep 
Score: -26305080.000000 Penalty: 6107.389160
	Iteration 76Q: 3 clusters Score -2.630508e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 219825 members 
Entering Unmasked Estep 
Score: -26305092.000000 Penalty: 6107.389160
	Iteration 77Q: 3 clusters Score -2.630509e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 219825 members 
Entering Unmasked Estep 
Score: -26305092.000000 Penalty: 6107.389160
	Iteration 78F: 3 clusters Score -2.630509e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26896 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Entering Unmasked Estep 
Score: -2946157.000000 Penalty: 2529.533691
	Iteration 0F: 2 clusters Score -2946157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2927682.750000 Penalty: 5059.067383
	Iteration 0F: 3 clusters Score -2927683 nChanged 12053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -2934087.500000 Penalty: 5059.067383
	Iteration 1F: 3 clusters Score -2934088 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -2934832.000000 Penalty: 5059.067383
	Iteration 2F: 3 clusters Score -2934832 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 13895 members 
Entering Unmasked Estep 
Score: -2935733.250000 Penalty: 5059.067383
	Iteration 3F: 3 clusters Score -2935733 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 14150 members 
Entering Unmasked Estep 
Score: -2936861.250000 Penalty: 5059.067383
	Iteration 4F: 3 clusters Score -2936861 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -2938159.500000 Penalty: 5059.067383
	Iteration 5F: 3 clusters Score -2938160 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -2939538.000000 Penalty: 5059.067383
	Iteration 6F: 3 clusters Score -2939538 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Mstep: Class 2 contains 15947 members 
Entering Unmasked Estep 
Score: -2940912.000000 Penalty: 5059.067383
	Iteration 7F: 3 clusters Score -2940912 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2941929.500000 Penalty: 5059.067383
	Iteration 8F: 3 clusters Score -2941930 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 17298 members 
Entering Unmasked Estep 
Score: -2942720.750000 Penalty: 5059.067383
	Iteration 9Q: 3 clusters Score -2942721 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2943277.000000 Penalty: 5059.067383
	Iteration 10Q: 3 clusters Score -2943277 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 18421 members 
Entering Unmasked Estep 
Score: -2943707.750000 Penalty: 5059.067383
	Iteration 11Q: 3 clusters Score -2943708 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2944129.500000 Penalty: 5059.067383
	Iteration 12Q: 3 clusters Score -2944130 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -2944488.500000 Penalty: 5059.067383
	Iteration 13Q: 3 clusters Score -2944488 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 19746 members 
Entering Unmasked Estep 
Score: -2944747.000000 Penalty: 5059.067383
	Iteration 14Q: 3 clusters Score -2944747 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 20063 members 
Entering Unmasked Estep 
Score: -2944919.250000 Penalty: 5059.067383
	Iteration 15Q: 3 clusters Score -2944919 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -2945038.750000 Penalty: 5059.067383
	Iteration 16Q: 3 clusters Score -2945039 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2945133.250000 Penalty: 5059.067383
	Iteration 17Q: 3 clusters Score -2945133 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 20851 members 
Entering Unmasked Estep 
Score: -2945210.750000 Penalty: 5059.067383
	Iteration 18Q: 3 clusters Score -2945211 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2945296.250000 Penalty: 5059.067383
	Iteration 19Q: 3 clusters Score -2945296 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -2945377.500000 Penalty: 5059.067383
	Iteration 20F: 3 clusters Score -2945378 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -2945446.000000 Penalty: 5059.067383
	Iteration 21Q: 3 clusters Score -2945446 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -2945494.750000 Penalty: 5059.067383
	Iteration 22Q: 3 clusters Score -2945495 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2945567.750000 Penalty: 5059.067383
	Iteration 23Q: 3 clusters Score -2945568 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2945610.500000 Penalty: 5059.067383
	Iteration 24Q: 3 clusters Score -2945610 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -2945651.500000 Penalty: 5059.067383
	Iteration 25Q: 3 clusters Score -2945652 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -2945683.250000 Penalty: 5059.067383
	Iteration 26Q: 3 clusters Score -2945683 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -2945696.500000 Penalty: 5059.067383
	Iteration 27Q: 3 clusters Score -2945696 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2945721.500000 Penalty: 5059.067383
	Iteration 28Q: 3 clusters Score -2945722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -2945739.250000 Penalty: 5059.067383
	Iteration 29Q: 3 clusters Score -2945739 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -2945749.250000 Penalty: 5059.067383
	Iteration 30Q: 3 clusters Score -2945749 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -2945744.000000 Penalty: 5059.067383
	Iteration 31Q: 3 clusters Score -2945744 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -2945743.250000 Penalty: 5059.067383
	Iteration 32Q: 3 clusters Score -2945743 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -2945747.500000 Penalty: 5059.067383
	Iteration 33Q: 3 clusters Score -2945748 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -2945753.250000 Penalty: 5059.067383
	Iteration 34Q: 3 clusters Score -2945753 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -2945755.000000 Penalty: 5059.067383
	Iteration 35Q: 3 clusters Score -2945755 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -2945759.750000 Penalty: 5059.067383
	Iteration 36Q: 3 clusters Score -2945760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4246 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -2945761.250000 Penalty: 5059.067383
	Iteration 37Q: 3 clusters Score -2945761 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2945771.500000 Penalty: 5059.067383
	Iteration 38Q: 3 clusters Score -2945772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -2945768.750000 Penalty: 5059.067383
	Iteration 39Q: 3 clusters Score -2945769 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 22716 members 
Entering Unmasked Estep 
Score: -2945776.750000 Penalty: 5059.067383
	Iteration 40F: 3 clusters Score -2945777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -2945783.500000 Penalty: 5059.067383
	Iteration 41Q: 3 clusters Score -2945784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -2945783.500000 Penalty: 5059.067383
	Iteration 42Q: 3 clusters Score -2945784 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -2945785.250000 Penalty: 5059.067383
	Iteration 43Q: 3 clusters Score -2945785 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2945791.500000 Penalty: 5059.067383
	Iteration 44Q: 3 clusters Score -2945792 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 22798 members 
Entering Unmasked Estep 
Score: -2945797.000000 Penalty: 5059.067383
	Iteration 45Q: 3 clusters Score -2945797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 22810 members 
Entering Unmasked Estep 
Score: -2945795.750000 Penalty: 5059.067383
	Iteration 46Q: 3 clusters Score -2945796 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2945800.000000 Penalty: 5059.067383
	Iteration 47Q: 3 clusters Score -2945800 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -2945803.000000 Penalty: 5059.067383
	Iteration 48Q: 3 clusters Score -2945803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -2945800.000000 Penalty: 5059.067383
	Iteration 49Q: 3 clusters Score -2945800 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -2945810.000000 Penalty: 5059.067383
	Iteration 50Q: 3 clusters Score -2945810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -2945811.750000 Penalty: 5059.067383
	Iteration 51Q: 3 clusters Score -2945812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -2945804.750000 Penalty: 5059.067383
	Iteration 52Q: 3 clusters Score -2945805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2945804.500000 Penalty: 5059.067383
	Iteration 53Q: 3 clusters Score -2945804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -2945802.750000 Penalty: 5059.067383
	Iteration 54Q: 3 clusters Score -2945803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2945804.500000 Penalty: 5059.067383
	Iteration 55Q: 3 clusters Score -2945804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 22854 members 
Entering Unmasked Estep 
Score: -2945809.000000 Penalty: 5059.067383
	Iteration 56Q: 3 clusters Score -2945809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 22859 members 
Entering Unmasked Estep 
Score: -2945812.750000 Penalty: 5059.067383
	Iteration 57Q: 3 clusters Score -2945813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2945806.750000 Penalty: 5059.067383
	Iteration 58Q: 3 clusters Score -2945807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2945804.750000 Penalty: 5059.067383
	Iteration 59Q: 3 clusters Score -2945805 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2945804.750000 Penalty: 5059.067383
	Iteration 60F: 3 clusters Score -2945805 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Entering Unmasked Estep 
Score: -1593131.500000 Penalty: 2354.571777
	Iteration 0F: 2 clusters Score -1593132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1583389.750000 Penalty: 4709.143555
	Iteration 0F: 3 clusters Score -1583390 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -1586533.250000 Penalty: 4709.143555
	Iteration 1F: 3 clusters Score -1586533 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1586929.375000 Penalty: 4709.143555
	Iteration 2F: 3 clusters Score -1586929 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 5558 members 
Entering Unmasked Estep 
Score: -1587282.625000 Penalty: 4709.143555
	Iteration 3F: 3 clusters Score -1587283 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1587663.500000 Penalty: 4709.143555
	Iteration 4F: 3 clusters Score -1587664 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8443 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1588090.875000 Penalty: 4709.143555
	Iteration 5F: 3 clusters Score -1588091 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1588590.250000 Penalty: 4709.143555
	Iteration 6F: 3 clusters Score -1588590 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1589149.750000 Penalty: 4709.143555
	Iteration 7F: 3 clusters Score -1589150 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1589729.750000 Penalty: 4709.143555
	Iteration 8Q: 3 clusters Score -1589730 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1590277.000000 Penalty: 4709.143555
	Iteration 9Q: 3 clusters Score -1590277 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -1590612.000000 Penalty: 4709.143555
	Iteration 10Q: 3 clusters Score -1590612 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -1590790.375000 Penalty: 4709.143555
	Iteration 11Q: 3 clusters Score -1590790 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -1590921.875000 Penalty: 4709.143555
	Iteration 12Q: 3 clusters Score -1590922 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1591003.750000 Penalty: 4709.143555
	Iteration 13Q: 3 clusters Score -1591004 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -1591060.625000 Penalty: 4709.143555
	Iteration 14Q: 3 clusters Score -1591061 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1591093.625000 Penalty: 4709.143555
	Iteration 15Q: 3 clusters Score -1591094 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -1591117.500000 Penalty: 4709.143555
	Iteration 16Q: 3 clusters Score -1591118 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1591133.875000 Penalty: 4709.143555
	Iteration 17Q: 3 clusters Score -1591134 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1591141.875000 Penalty: 4709.143555
	Iteration 18Q: 3 clusters Score -1591142 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1591148.625000 Penalty: 4709.143555
	Iteration 19Q: 3 clusters Score -1591149 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1591151.500000 Penalty: 4709.143555
	Iteration 20F: 3 clusters Score -1591152 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1591156.500000 Penalty: 4709.143555
	Iteration 21Q: 3 clusters Score -1591156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -1591161.000000 Penalty: 4709.143555
	Iteration 22Q: 3 clusters Score -1591161 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1591162.625000 Penalty: 4709.143555
	Iteration 23Q: 3 clusters Score -1591163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -1591170.750000 Penalty: 4709.143555
	Iteration 24Q: 3 clusters Score -1591171 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1591172.750000 Penalty: 4709.143555
	Iteration 25Q: 3 clusters Score -1591173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1591172.500000 Penalty: 4709.143555
	Iteration 26Q: 3 clusters Score -1591172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1591181.625000 Penalty: 4709.143555
	Iteration 27Q: 3 clusters Score -1591182 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1591183.125000 Penalty: 4709.143555
	Iteration 28Q: 3 clusters Score -1591183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1591180.500000 Penalty: 4709.143555
	Iteration 29Q: 3 clusters Score -1591180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1591182.000000 Penalty: 4709.143555
	Iteration 30Q: 3 clusters Score -1591182 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1591179.000000 Penalty: 4709.143555
	Iteration 31Q: 3 clusters Score -1591179 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1591182.625000 Penalty: 4709.143555
	Iteration 32Q: 3 clusters Score -1591183 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -1591187.250000 Penalty: 4709.143555
	Iteration 33Q: 3 clusters Score -1591187 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1591187.250000 Penalty: 4709.143555
	Iteration 34Q: 3 clusters Score -1591187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1591190.125000 Penalty: 4709.143555
	Iteration 35Q: 3 clusters Score -1591190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1591192.375000 Penalty: 4709.143555
	Iteration 36Q: 3 clusters Score -1591192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1591189.250000 Penalty: 4709.143555
	Iteration 37Q: 3 clusters Score -1591189 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1591190.625000 Penalty: 4709.143555
	Iteration 38Q: 3 clusters Score -1591191 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1591189.375000 Penalty: 4709.143555
	Iteration 39Q: 3 clusters Score -1591189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10978 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1591189.625000 Penalty: 4709.143555
	Iteration 40F: 3 clusters Score -1591190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1591188.375000 Penalty: 4709.143555
	Iteration 41Q: 3 clusters Score -1591188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10979 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1591187.500000 Penalty: 4709.143555
	Iteration 42Q: 3 clusters Score -1591188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1591189.000000 Penalty: 4709.143555
	Iteration 43Q: 3 clusters Score -1591189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -1591189.125000 Penalty: 4709.143555
	Iteration 44Q: 3 clusters Score -1591189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1591189.125000 Penalty: 4709.143555
	Iteration 45Q: 3 clusters Score -1591189 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1591189.125000 Penalty: 4709.143555
	Iteration 46F: 3 clusters Score -1591189 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Entering Unmasked Estep 
Score: -266053.875000 Penalty: 1944.202393
	Iteration 0F: 2 clusters Score -266053.9 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 1212 members 
Entering Unmasked Estep 
Score: -263086.156250 Penalty: 3888.404785
	Iteration 0F: 3 clusters Score -263086.2 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -263678.687500 Penalty: 3888.404785
	Iteration 1F: 3 clusters Score -263678.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -263862.812500 Penalty: 3888.404785
	Iteration 2F: 3 clusters Score -263862.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -263955.312500 Penalty: 3888.404785
	Iteration 3Q: 3 clusters Score -263955.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -264033.312500 Penalty: 3888.404785
	Iteration 4Q: 3 clusters Score -264033.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -264094.562500 Penalty: 3888.404785
	Iteration 5Q: 3 clusters Score -264094.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -264133.812500 Penalty: 3888.404785
	Iteration 6Q: 3 clusters Score -264133.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -264157.656250 Penalty: 3888.404785
	Iteration 7Q: 3 clusters Score -264157.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -264177.250000 Penalty: 3888.404785
	Iteration 8Q: 3 clusters Score -264177.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -264189.156250 Penalty: 3888.404785
	Iteration 9Q: 3 clusters Score -264189.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -264202.250000 Penalty: 3888.404785
	Iteration 10Q: 3 clusters Score -264202.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -264221.906250 Penalty: 3888.404785
	Iteration 11Q: 3 clusters Score -264221.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -264241.218750 Penalty: 3888.404785
	Iteration 12Q: 3 clusters Score -264241.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -264258.750000 Penalty: 3888.404785
	Iteration 13Q: 3 clusters Score -264258.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -264271.062500 Penalty: 3888.404785
	Iteration 14Q: 3 clusters Score -264271.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -264296.625000 Penalty: 3888.404785
	Iteration 15Q: 3 clusters Score -264296.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -264317.187500 Penalty: 3888.404785
	Iteration 16Q: 3 clusters Score -264317.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -264336.281250 Penalty: 3888.404785
	Iteration 17Q: 3 clusters Score -264336.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -264351.218750 Penalty: 3888.404785
	Iteration 18Q: 3 clusters Score -264351.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -264363.781250 Penalty: 3888.404785
	Iteration 19Q: 3 clusters Score -264363.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -264373.031250 Penalty: 3888.404785
	Iteration 20F: 3 clusters Score -264373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -264377.093750 Penalty: 3888.404785
	Iteration 21Q: 3 clusters Score -264377.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -264377.718750 Penalty: 3888.404785
	Iteration 22Q: 3 clusters Score -264377.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -264379.250000 Penalty: 3888.404785
	Iteration 23Q: 3 clusters Score -264379.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -264380.468750 Penalty: 3888.404785
	Iteration 24Q: 3 clusters Score -264380.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -264381.250000 Penalty: 3888.404785
	Iteration 25Q: 3 clusters Score -264381.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -264382.281250 Penalty: 3888.404785
	Iteration 26Q: 3 clusters Score -264382.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -264383.906250 Penalty: 3888.404785
	Iteration 27Q: 3 clusters Score -264383.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -264385.187500 Penalty: 3888.404785
	Iteration 28Q: 3 clusters Score -264385.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -264388.781250 Penalty: 3888.404785
	Iteration 29Q: 3 clusters Score -264388.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -264393.843750 Penalty: 3888.404785
	Iteration 30Q: 3 clusters Score -264393.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -264400.468750 Penalty: 3888.404785
	Iteration 31Q: 3 clusters Score -264400.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -264407.968750 Penalty: 3888.404785
	Iteration 32Q: 3 clusters Score -264408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -264415.312500 Penalty: 3888.404785
	Iteration 33Q: 3 clusters Score -264415.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -264418.656250 Penalty: 3888.404785
	Iteration 34Q: 3 clusters Score -264418.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -264421.843750 Penalty: 3888.404785
	Iteration 35Q: 3 clusters Score -264421.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -264423.625000 Penalty: 3888.404785
	Iteration 36Q: 3 clusters Score -264423.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -264424.750000 Penalty: 3888.404785
	Iteration 37Q: 3 clusters Score -264424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -264424.750000 Penalty: 3888.404785
	Iteration 38F: 3 clusters Score -264424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Entering Unmasked Estep 
Score: -1053806.250000 Penalty: 2324.559570
	Iteration 0F: 2 clusters Score -1053806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1045144.625000 Penalty: 4649.119141
	Iteration 0F: 3 clusters Score -1045145 nChanged 4887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1047989.750000 Penalty: 4649.119141
	Iteration 1F: 3 clusters Score -1047990 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -1048677.375000 Penalty: 4649.119141
	Iteration 2F: 3 clusters Score -1048677 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1049456.500000 Penalty: 4649.119141
	Iteration 3F: 3 clusters Score -1049456 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6110 members 
Entering Unmasked Estep 
Score: -1050303.750000 Penalty: 4649.119141
	Iteration 4F: 3 clusters Score -1050304 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1051164.250000 Penalty: 4649.119141
	Iteration 5F: 3 clusters Score -1051164 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1051802.000000 Penalty: 4649.119141
	Iteration 6F: 3 clusters Score -1051802 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1052174.000000 Penalty: 4649.119141
	Iteration 7Q: 3 clusters Score -1052174 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1052364.875000 Penalty: 4649.119141
	Iteration 8Q: 3 clusters Score -1052365 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1052471.875000 Penalty: 4649.119141
	Iteration 9Q: 3 clusters Score -1052472 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -1052544.500000 Penalty: 4649.119141
	Iteration 10Q: 3 clusters Score -1052544 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1052591.375000 Penalty: 4649.119141
	Iteration 11Q: 3 clusters Score -1052591 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1052625.125000 Penalty: 4649.119141
	Iteration 12Q: 3 clusters Score -1052625 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1052640.375000 Penalty: 4649.119141
	Iteration 13Q: 3 clusters Score -1052640 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1052652.875000 Penalty: 4649.119141
	Iteration 14Q: 3 clusters Score -1052653 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6552 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1052667.750000 Penalty: 4649.119141
	Iteration 15Q: 3 clusters Score -1052668 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1052681.750000 Penalty: 4649.119141
	Iteration 16Q: 3 clusters Score -1052682 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1052695.250000 Penalty: 4649.119141
	Iteration 17Q: 3 clusters Score -1052695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1052707.000000 Penalty: 4649.119141
	Iteration 18Q: 3 clusters Score -1052707 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1052713.875000 Penalty: 4649.119141
	Iteration 19Q: 3 clusters Score -1052714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1052720.750000 Penalty: 4649.119141
	Iteration 20F: 3 clusters Score -1052721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1052725.875000 Penalty: 4649.119141
	Iteration 21Q: 3 clusters Score -1052726 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1052729.125000 Penalty: 4649.119141
	Iteration 22Q: 3 clusters Score -1052729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1052733.000000 Penalty: 4649.119141
	Iteration 23Q: 3 clusters Score -1052733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6854 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1052736.625000 Penalty: 4649.119141
	Iteration 24Q: 3 clusters Score -1052737 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 4897 members 
Entering Unmasked Estep 
Score: -1052739.500000 Penalty: 4649.119141
	Iteration 25Q: 3 clusters Score -1052740 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6894 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1052742.875000 Penalty: 4649.119141
	Iteration 26Q: 3 clusters Score -1052743 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -1052745.625000 Penalty: 4649.119141
	Iteration 27Q: 3 clusters Score -1052746 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -1052749.250000 Penalty: 4649.119141
	Iteration 28Q: 3 clusters Score -1052749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1052751.625000 Penalty: 4649.119141
	Iteration 29Q: 3 clusters Score -1052752 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1052752.500000 Penalty: 4649.119141
	Iteration 30Q: 3 clusters Score -1052752 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1052752.000000 Penalty: 4649.119141
	Iteration 31Q: 3 clusters Score -1052752 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1052754.000000 Penalty: 4649.119141
	Iteration 32Q: 3 clusters Score -1052754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1052757.000000 Penalty: 4649.119141
	Iteration 33Q: 3 clusters Score -1052757 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1052759.000000 Penalty: 4649.119141
	Iteration 34Q: 3 clusters Score -1052759 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1052758.000000 Penalty: 4649.119141
	Iteration 35Q: 3 clusters Score -1052758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1052761.250000 Penalty: 4649.119141
	Iteration 36Q: 3 clusters Score -1052761 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1052759.500000 Penalty: 4649.119141
	Iteration 37Q: 3 clusters Score -1052760 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -1052763.250000 Penalty: 4649.119141
	Iteration 38Q: 3 clusters Score -1052763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -1052769.375000 Penalty: 4649.119141
	Iteration 39Q: 3 clusters Score -1052769 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1052772.750000 Penalty: 4649.119141
	Iteration 40F: 3 clusters Score -1052773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1052776.375000 Penalty: 4649.119141
	Iteration 41Q: 3 clusters Score -1052776 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1052779.000000 Penalty: 4649.119141
	Iteration 42Q: 3 clusters Score -1052779 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1052782.000000 Penalty: 4649.119141
	Iteration 43Q: 3 clusters Score -1052782 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -1052784.625000 Penalty: 4649.119141
	Iteration 44Q: 3 clusters Score -1052785 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1052786.500000 Penalty: 4649.119141
	Iteration 45Q: 3 clusters Score -1052786 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -1052790.750000 Penalty: 4649.119141
	Iteration 46Q: 3 clusters Score -1052791 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1052793.250000 Penalty: 4649.119141
	Iteration 47Q: 3 clusters Score -1052793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1052794.750000 Penalty: 4649.119141
	Iteration 48Q: 3 clusters Score -1052795 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -1052799.625000 Penalty: 4649.119141
	Iteration 49Q: 3 clusters Score -1052800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -1052803.375000 Penalty: 4649.119141
	Iteration 50Q: 3 clusters Score -1052803 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1052805.625000 Penalty: 4649.119141
	Iteration 51Q: 3 clusters Score -1052806 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1052809.500000 Penalty: 4649.119141
	Iteration 52Q: 3 clusters Score -1052810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1052811.125000 Penalty: 4649.119141
	Iteration 53Q: 3 clusters Score -1052811 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1052809.375000 Penalty: 4649.119141
	Iteration 54Q: 3 clusters Score -1052809 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -1052815.000000 Penalty: 4649.119141
	Iteration 55Q: 3 clusters Score -1052815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1052818.125000 Penalty: 4649.119141
	Iteration 56Q: 3 clusters Score -1052818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1052816.375000 Penalty: 4649.119141
	Iteration 57Q: 3 clusters Score -1052816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1052819.000000 Penalty: 4649.119141
	Iteration 58Q: 3 clusters Score -1052819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1052818.875000 Penalty: 4649.119141
	Iteration 59Q: 3 clusters Score -1052819 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1052818.750000 Penalty: 4649.119141
	Iteration 60F: 3 clusters Score -1052819 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -1052822.125000 Penalty: 4649.119141
	Iteration 61Q: 3 clusters Score -1052822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -1052823.000000 Penalty: 4649.119141
	Iteration 62Q: 3 clusters Score -1052823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1052826.500000 Penalty: 4649.119141
	Iteration 63Q: 3 clusters Score -1052826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1052829.750000 Penalty: 4649.119141
	Iteration 64Q: 3 clusters Score -1052830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1052825.750000 Penalty: 4649.119141
	Iteration 65Q: 3 clusters Score -1052826 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1052828.125000 Penalty: 4649.119141
	Iteration 66Q: 3 clusters Score -1052828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1052829.750000 Penalty: 4649.119141
	Iteration 67Q: 3 clusters Score -1052830 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1052831.000000 Penalty: 4649.119141
	Iteration 68Q: 3 clusters Score -1052831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1052834.125000 Penalty: 4649.119141
	Iteration 69Q: 3 clusters Score -1052834 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1052834.625000 Penalty: 4649.119141
	Iteration 70Q: 3 clusters Score -1052835 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -1052839.750000 Penalty: 4649.119141
	Iteration 71Q: 3 clusters Score -1052840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1052839.125000 Penalty: 4649.119141
	Iteration 72Q: 3 clusters Score -1052839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1052840.500000 Penalty: 4649.119141
	Iteration 73Q: 3 clusters Score -1052840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -1052842.000000 Penalty: 4649.119141
	Iteration 74Q: 3 clusters Score -1052842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -1052840.875000 Penalty: 4649.119141
	Iteration 75Q: 3 clusters Score -1052841 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1052843.000000 Penalty: 4649.119141
	Iteration 76Q: 3 clusters Score -1052843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -1052844.000000 Penalty: 4649.119141
	Iteration 77Q: 3 clusters Score -1052844 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -1052848.250000 Penalty: 4649.119141
	Iteration 78Q: 3 clusters Score -1052848 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1052853.750000 Penalty: 4649.119141
	Iteration 79Q: 3 clusters Score -1052854 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1052858.875000 Penalty: 4649.119141
	Iteration 80F: 3 clusters Score -1052859 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1052863.625000 Penalty: 4649.119141
	Iteration 81Q: 3 clusters Score -1052864 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1052868.750000 Penalty: 4649.119141
	Iteration 82Q: 3 clusters Score -1052869 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1052870.500000 Penalty: 4649.119141
	Iteration 83Q: 3 clusters Score -1052870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1052877.500000 Penalty: 4649.119141
	Iteration 84Q: 3 clusters Score -1052878 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7662 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1052882.250000 Penalty: 4649.119141
	Iteration 85Q: 3 clusters Score -1052882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -1052886.750000 Penalty: 4649.119141
	Iteration 86Q: 3 clusters Score -1052887 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -1052891.375000 Penalty: 4649.119141
	Iteration 87Q: 3 clusters Score -1052891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1052895.625000 Penalty: 4649.119141
	Iteration 88Q: 3 clusters Score -1052896 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1052901.875000 Penalty: 4649.119141
	Iteration 89Q: 3 clusters Score -1052902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1052901.500000 Penalty: 4649.119141
	Iteration 90Q: 3 clusters Score -1052902 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1052907.250000 Penalty: 4649.119141
	Iteration 91Q: 3 clusters Score -1052907 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1052910.625000 Penalty: 4649.119141
	Iteration 92Q: 3 clusters Score -1052911 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7832 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1052916.750000 Penalty: 4649.119141
	Iteration 93Q: 3 clusters Score -1052917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1052919.750000 Penalty: 4649.119141
	Iteration 94Q: 3 clusters Score -1052920 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1052925.625000 Penalty: 4649.119141
	Iteration 95Q: 3 clusters Score -1052926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1052929.875000 Penalty: 4649.119141
	Iteration 96Q: 3 clusters Score -1052930 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1052933.125000 Penalty: 4649.119141
	Iteration 97Q: 3 clusters Score -1052933 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1052938.375000 Penalty: 4649.119141
	Iteration 98Q: 3 clusters Score -1052938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1052939.500000 Penalty: 4649.119141
	Iteration 99Q: 3 clusters Score -1052940 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -1052942.000000 Penalty: 4649.119141
	Iteration 100F: 3 clusters Score -1052942 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -1052944.500000 Penalty: 4649.119141
	Iteration 101Q: 3 clusters Score -1052944 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1052949.000000 Penalty: 4649.119141
	Iteration 102Q: 3 clusters Score -1052949 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -1052953.750000 Penalty: 4649.119141
	Iteration 103Q: 3 clusters Score -1052954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1052953.500000 Penalty: 4649.119141
	Iteration 104Q: 3 clusters Score -1052954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -1052953.625000 Penalty: 4649.119141
	Iteration 105Q: 3 clusters Score -1052954 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1052954.250000 Penalty: 4649.119141
	Iteration 106Q: 3 clusters Score -1052954 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1052955.875000 Penalty: 4649.119141
	Iteration 107Q: 3 clusters Score -1052956 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -1052957.000000 Penalty: 4649.119141
	Iteration 108Q: 3 clusters Score -1052957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1052961.875000 Penalty: 4649.119141
	Iteration 109Q: 3 clusters Score -1052962 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1052963.000000 Penalty: 4649.119141
	Iteration 110Q: 3 clusters Score -1052963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1052963.875000 Penalty: 4649.119141
	Iteration 111Q: 3 clusters Score -1052964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -1052963.500000 Penalty: 4649.119141
	Iteration 112Q: 3 clusters Score -1052964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -1052962.375000 Penalty: 4649.119141
	Iteration 113Q: 3 clusters Score -1052962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1052962.250000 Penalty: 4649.119141
	Iteration 114Q: 3 clusters Score -1052962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1052963.500000 Penalty: 4649.119141
	Iteration 115Q: 3 clusters Score -1052964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -1052964.625000 Penalty: 4649.119141
	Iteration 116Q: 3 clusters Score -1052965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1052965.625000 Penalty: 4649.119141
	Iteration 117Q: 3 clusters Score -1052966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1052965.000000 Penalty: 4649.119141
	Iteration 118Q: 3 clusters Score -1052965 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -1052965.750000 Penalty: 4649.119141
	Iteration 119Q: 3 clusters Score -1052966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -1052967.250000 Penalty: 4649.119141
	Iteration 120F: 3 clusters Score -1052967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -1052968.000000 Penalty: 4649.119141
	Iteration 121Q: 3 clusters Score -1052968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -1052968.750000 Penalty: 4649.119141
	Iteration 122Q: 3 clusters Score -1052969 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8099 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1052966.750000 Penalty: 4649.119141
	Iteration 123Q: 3 clusters Score -1052967 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1052967.625000 Penalty: 4649.119141
	Iteration 124Q: 3 clusters Score -1052968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1052968.625000 Penalty: 4649.119141
	Iteration 125Q: 3 clusters Score -1052969 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1052968.125000 Penalty: 4649.119141
	Iteration 126Q: 3 clusters Score -1052968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8114 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -1052970.375000 Penalty: 4649.119141
	Iteration 127Q: 3 clusters Score -1052970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1052970.500000 Penalty: 4649.119141
	Iteration 128Q: 3 clusters Score -1052970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -1052972.750000 Penalty: 4649.119141
	Iteration 129Q: 3 clusters Score -1052973 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -1052972.000000 Penalty: 4649.119141
	Iteration 130Q: 3 clusters Score -1052972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1052972.250000 Penalty: 4649.119141
	Iteration 131Q: 3 clusters Score -1052972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1052972.250000 Penalty: 4649.119141
	Iteration 132Q: 3 clusters Score -1052972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -1052971.500000 Penalty: 4649.119141
	Iteration 133Q: 3 clusters Score -1052972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1052972.875000 Penalty: 4649.119141
	Iteration 134Q: 3 clusters Score -1052973 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 3635 members 
Entering Unmasked Estep 
Score: -1052973.250000 Penalty: 4649.119141
	Iteration 135Q: 3 clusters Score -1052973 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1052974.500000 Penalty: 4649.119141
	Iteration 136Q: 3 clusters Score -1052974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1052973.500000 Penalty: 4649.119141
	Iteration 137Q: 3 clusters Score -1052974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -1052974.750000 Penalty: 4649.119141
	Iteration 138Q: 3 clusters Score -1052975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1052975.375000 Penalty: 4649.119141
	Iteration 139Q: 3 clusters Score -1052975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8148 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -1052977.000000 Penalty: 4649.119141
	Iteration 140F: 3 clusters Score -1052977 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1052973.625000 Penalty: 4649.119141
	Iteration 141Q: 3 clusters Score -1052974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1052974.625000 Penalty: 4649.119141
	Iteration 142Q: 3 clusters Score -1052975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3618 members 
Entering Unmasked Estep 
Score: -1052974.625000 Penalty: 4649.119141
	Iteration 143F: 3 clusters Score -1052975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (9884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Entering Unmasked Estep 
Score: -1103041.375000 Penalty: 2281.270752
	Iteration 0F: 2 clusters Score -1103041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -1095379.250000 Penalty: 4562.541504
	Iteration 0F: 3 clusters Score -1095379 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1097743.500000 Penalty: 4562.541504
	Iteration 1F: 3 clusters Score -1097744 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1098150.500000 Penalty: 4562.541504
	Iteration 2F: 3 clusters Score -1098150 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4934 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1098487.375000 Penalty: 4562.541504
	Iteration 3F: 3 clusters Score -1098487 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1098754.875000 Penalty: 4562.541504
	Iteration 4F: 3 clusters Score -1098755 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1099004.000000 Penalty: 4562.541504
	Iteration 5Q: 3 clusters Score -1099004 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -1099201.125000 Penalty: 4562.541504
	Iteration 6Q: 3 clusters Score -1099201 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4666 members 
Entering Unmasked Estep 
Score: -1099360.000000 Penalty: 4562.541504
	Iteration 7Q: 3 clusters Score -1099360 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1099515.000000 Penalty: 4562.541504
	Iteration 8Q: 3 clusters Score -1099515 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1099679.125000 Penalty: 4562.541504
	Iteration 9Q: 3 clusters Score -1099679 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1099822.000000 Penalty: 4562.541504
	Iteration 10Q: 3 clusters Score -1099822 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -1099952.125000 Penalty: 4562.541504
	Iteration 11Q: 3 clusters Score -1099952 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1100094.875000 Penalty: 4562.541504
	Iteration 12Q: 3 clusters Score -1100095 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1100250.500000 Penalty: 4562.541504
	Iteration 13Q: 3 clusters Score -1100250 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -1100392.375000 Penalty: 4562.541504
	Iteration 14Q: 3 clusters Score -1100392 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -1100543.125000 Penalty: 4562.541504
	Iteration 15Q: 3 clusters Score -1100543 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -1100676.875000 Penalty: 4562.541504
	Iteration 16Q: 3 clusters Score -1100677 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -1100810.000000 Penalty: 4562.541504
	Iteration 17Q: 3 clusters Score -1100810 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -1100940.375000 Penalty: 4562.541504
	Iteration 18Q: 3 clusters Score -1100940 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1101073.000000 Penalty: 4562.541504
	Iteration 19Q: 3 clusters Score -1101073 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1101165.750000 Penalty: 4562.541504
	Iteration 20F: 3 clusters Score -1101166 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1101233.375000 Penalty: 4562.541504
	Iteration 21Q: 3 clusters Score -1101233 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7847 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1101295.125000 Penalty: 4562.541504
	Iteration 22Q: 3 clusters Score -1101295 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7923 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1101339.500000 Penalty: 4562.541504
	Iteration 23Q: 3 clusters Score -1101340 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1101391.500000 Penalty: 4562.541504
	Iteration 24Q: 3 clusters Score -1101392 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -1101429.875000 Penalty: 4562.541504
	Iteration 25Q: 3 clusters Score -1101430 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1101469.125000 Penalty: 4562.541504
	Iteration 26Q: 3 clusters Score -1101469 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1101505.375000 Penalty: 4562.541504
	Iteration 27Q: 3 clusters Score -1101505 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1101527.625000 Penalty: 4562.541504
	Iteration 28Q: 3 clusters Score -1101528 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1101544.250000 Penalty: 4562.541504
	Iteration 29Q: 3 clusters Score -1101544 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -1101559.375000 Penalty: 4562.541504
	Iteration 30Q: 3 clusters Score -1101559 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1101570.125000 Penalty: 4562.541504
	Iteration 31Q: 3 clusters Score -1101570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1101578.250000 Penalty: 4562.541504
	Iteration 32Q: 3 clusters Score -1101578 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1101585.125000 Penalty: 4562.541504
	Iteration 33Q: 3 clusters Score -1101585 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1101586.375000 Penalty: 4562.541504
	Iteration 34Q: 3 clusters Score -1101586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1101591.625000 Penalty: 4562.541504
	Iteration 35Q: 3 clusters Score -1101592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1101593.125000 Penalty: 4562.541504
	Iteration 36Q: 3 clusters Score -1101593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1101592.750000 Penalty: 4562.541504
	Iteration 37Q: 3 clusters Score -1101593 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1101597.375000 Penalty: 4562.541504
	Iteration 38Q: 3 clusters Score -1101597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1101602.125000 Penalty: 4562.541504
	Iteration 39Q: 3 clusters Score -1101602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1101603.375000 Penalty: 4562.541504
	Iteration 40F: 3 clusters Score -1101603 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1101609.750000 Penalty: 4562.541504
	Iteration 41Q: 3 clusters Score -1101610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1101615.500000 Penalty: 4562.541504
	Iteration 42Q: 3 clusters Score -1101616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1101615.875000 Penalty: 4562.541504
	Iteration 43Q: 3 clusters Score -1101616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1101617.625000 Penalty: 4562.541504
	Iteration 44Q: 3 clusters Score -1101618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1101618.500000 Penalty: 4562.541504
	Iteration 45Q: 3 clusters Score -1101618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1101618.500000 Penalty: 4562.541504
	Iteration 46Q: 3 clusters Score -1101618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1101618.500000 Penalty: 4562.541504
	Iteration 47F: 3 clusters Score -1101618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (239059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239059 members 
Entering Unmasked Estep 
Score: -28083320.000000 Penalty: 3071.347412
	Iteration 0F: 2 clusters Score -2.808332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119359 members 
Mstep: Class 2 contains 119700 members 
Entering Unmasked Estep 
Score: -27931580.000000 Penalty: 6142.694824
	Iteration 0F: 3 clusters Score -2.793158e+07 nChanged 115203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117114 members 
Mstep: Class 2 contains 121945 members 
Entering Unmasked Estep 
Score: -27998794.000000 Penalty: 6142.694824
	Iteration 1F: 3 clusters Score -2.799879e+07 nChanged 5861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115405 members 
Mstep: Class 2 contains 123654 members 
Entering Unmasked Estep 
Score: -27999958.000000 Penalty: 6142.694824
	Iteration 2Q: 3 clusters Score -2.799996e+07 nChanged 6118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112779 members 
Mstep: Class 2 contains 126280 members 
Entering Unmasked Estep 
Score: -28001122.000000 Penalty: 6142.694824
	Iteration 3Q: 3 clusters Score -2.800112e+07 nChanged 6772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108593 members 
Mstep: Class 2 contains 130466 members 
Entering Unmasked Estep 
Score: -28002990.000000 Penalty: 6142.694824
	Iteration 4Q: 3 clusters Score -2.800299e+07 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102293 members 
Mstep: Class 2 contains 136766 members 
Entering Unmasked Estep 
Score: -28005912.000000 Penalty: 6142.694824
	Iteration 5Q: 3 clusters Score -2.800591e+07 nChanged 10718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92953 members 
Mstep: Class 2 contains 146106 members 
Entering Unmasked Estep 
Score: -28011270.000000 Penalty: 6142.694824
	Iteration 6Q: 3 clusters Score -2.801127e+07 nChanged 13721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80054 members 
Mstep: Class 2 contains 159005 members 
Entering Unmasked Estep 
Score: -28020066.000000 Penalty: 6142.694824
	Iteration 7F: 3 clusters Score -2.802007e+07 nChanged 16560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64066 members 
Mstep: Class 2 contains 174993 members 
Entering Unmasked Estep 
Score: -28032212.000000 Penalty: 6142.694824
	Iteration 8F: 3 clusters Score -2.803221e+07 nChanged 17553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47097 members 
Mstep: Class 2 contains 191962 members 
Entering Unmasked Estep 
Score: -28045334.000000 Penalty: 6142.694824
	Iteration 9F: 3 clusters Score -2.804533e+07 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32687 members 
Mstep: Class 2 contains 206372 members 
Entering Unmasked Estep 
Score: -28057794.000000 Penalty: 6142.694824
	Iteration 10F: 3 clusters Score -2.805779e+07 nChanged 10924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 216758 members 
Entering Unmasked Estep 
Score: -28066392.000000 Penalty: 6142.694824
	Iteration 11Q: 3 clusters Score -2.806639e+07 nChanged 7031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 223335 members 
Entering Unmasked Estep 
Score: -28071900.000000 Penalty: 6142.694824
	Iteration 12Q: 3 clusters Score -2.80719e+07 nChanged 4501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11649 members 
Mstep: Class 2 contains 227410 members 
Entering Unmasked Estep 
Score: -28075110.000000 Penalty: 6142.694824
	Iteration 13Q: 3 clusters Score -2.807511e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 230024 members 
Entering Unmasked Estep 
Score: -28077018.000000 Penalty: 6142.694824
	Iteration 14Q: 3 clusters Score -2.807702e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 231740 members 
Entering Unmasked Estep 
Score: -28078048.000000 Penalty: 6142.694824
	Iteration 15Q: 3 clusters Score -2.807805e+07 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 232867 members 
Entering Unmasked Estep 
Score: -28078896.000000 Penalty: 6142.694824
	Iteration 16Q: 3 clusters Score -2.80789e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 233653 members 
Entering Unmasked Estep 
Score: -28079542.000000 Penalty: 6142.694824
	Iteration 17Q: 3 clusters Score -2.807954e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 234248 members 
Entering Unmasked Estep 
Score: -28080026.000000 Penalty: 6142.694824
	Iteration 18Q: 3 clusters Score -2.808003e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 234584 members 
Entering Unmasked Estep 
Score: -28080424.000000 Penalty: 6142.694824
	Iteration 19Q: 3 clusters Score -2.808042e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 234819 members 
Entering Unmasked Estep 
Score: -28080734.000000 Penalty: 6142.694824
	Iteration 20F: 3 clusters Score -2.808073e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 234972 members 
Entering Unmasked Estep 
Score: -28080998.000000 Penalty: 6142.694824
	Iteration 21Q: 3 clusters Score -2.8081e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 235097 members 
Entering Unmasked Estep 
Score: -28081138.000000 Penalty: 6142.694824
	Iteration 22Q: 3 clusters Score -2.808114e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 235179 members 
Entering Unmasked Estep 
Score: -28081238.000000 Penalty: 6142.694824
	Iteration 23Q: 3 clusters Score -2.808124e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 235229 members 
Entering Unmasked Estep 
Score: -28081328.000000 Penalty: 6142.694824
	Iteration 24Q: 3 clusters Score -2.808133e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 235252 members 
Entering Unmasked Estep 
Score: -28081378.000000 Penalty: 6142.694824
	Iteration 25Q: 3 clusters Score -2.808138e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 235266 members 
Entering Unmasked Estep 
Score: -28081444.000000 Penalty: 6142.694824
	Iteration 26Q: 3 clusters Score -2.808144e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 235257 members 
Entering Unmasked Estep 
Score: -28081458.000000 Penalty: 6142.694824
	Iteration 27Q: 3 clusters Score -2.808146e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 235233 members 
Entering Unmasked Estep 
Score: -28081466.000000 Penalty: 6142.694824
	Iteration 28Q: 3 clusters Score -2.808147e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 235199 members 
Entering Unmasked Estep 
Score: -28081496.000000 Penalty: 6142.694824
	Iteration 29Q: 3 clusters Score -2.80815e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 235160 members 
Entering Unmasked Estep 
Score: -28081504.000000 Penalty: 6142.694824
	Iteration 30Q: 3 clusters Score -2.80815e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 235125 members 
Entering Unmasked Estep 
Score: -28081498.000000 Penalty: 6142.694824
	Iteration 31Q: 3 clusters Score -2.80815e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 235103 members 
Entering Unmasked Estep 
Score: -28081510.000000 Penalty: 6142.694824
	Iteration 32Q: 3 clusters Score -2.808151e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 235072 members 
Entering Unmasked Estep 
Score: -28081536.000000 Penalty: 6142.694824
	Iteration 33Q: 3 clusters Score -2.808154e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 235052 members 
Entering Unmasked Estep 
Score: -28081552.000000 Penalty: 6142.694824
	Iteration 34Q: 3 clusters Score -2.808155e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4028 members 
Mstep: Class 2 contains 235031 members 
Entering Unmasked Estep 
Score: -28081548.000000 Penalty: 6142.694824
	Iteration 35Q: 3 clusters Score -2.808155e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 235004 members 
Entering Unmasked Estep 
Score: -28081526.000000 Penalty: 6142.694824
	Iteration 36Q: 3 clusters Score -2.808153e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 234989 members 
Entering Unmasked Estep 
Score: -28081542.000000 Penalty: 6142.694824
	Iteration 37Q: 3 clusters Score -2.808154e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 234966 members 
Entering Unmasked Estep 
Score: -28081570.000000 Penalty: 6142.694824
	Iteration 38Q: 3 clusters Score -2.808157e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 234944 members 
Entering Unmasked Estep 
Score: -28081584.000000 Penalty: 6142.694824
	Iteration 39Q: 3 clusters Score -2.808158e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 234916 members 
Entering Unmasked Estep 
Score: -28081616.000000 Penalty: 6142.694824
	Iteration 40F: 3 clusters Score -2.808162e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 234885 members 
Entering Unmasked Estep 
Score: -28081616.000000 Penalty: 6142.694824
	Iteration 41Q: 3 clusters Score -2.808162e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 234847 members 
Entering Unmasked Estep 
Score: -28081616.000000 Penalty: 6142.694824
	Iteration 42Q: 3 clusters Score -2.808162e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 234810 members 
Entering Unmasked Estep 
Score: -28081624.000000 Penalty: 6142.694824
	Iteration 43Q: 3 clusters Score -2.808162e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 234776 members 
Entering Unmasked Estep 
Score: -28081648.000000 Penalty: 6142.694824
	Iteration 44Q: 3 clusters Score -2.808165e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 234743 members 
Entering Unmasked Estep 
Score: -28081678.000000 Penalty: 6142.694824
	Iteration 45Q: 3 clusters Score -2.808168e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 234711 members 
Entering Unmasked Estep 
Score: -28081666.000000 Penalty: 6142.694824
	Iteration 46Q: 3 clusters Score -2.808167e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 234673 members 
Entering Unmasked Estep 
Score: -28081686.000000 Penalty: 6142.694824
	Iteration 47Q: 3 clusters Score -2.808169e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 234634 members 
Entering Unmasked Estep 
Score: -28081694.000000 Penalty: 6142.694824
	Iteration 48Q: 3 clusters Score -2.808169e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 234594 members 
Entering Unmasked Estep 
Score: -28081668.000000 Penalty: 6142.694824
	Iteration 49Q: 3 clusters Score -2.808167e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 234569 members 
Entering Unmasked Estep 
Score: -28081672.000000 Penalty: 6142.694824
	Iteration 50Q: 3 clusters Score -2.808167e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 234552 members 
Entering Unmasked Estep 
Score: -28081670.000000 Penalty: 6142.694824
	Iteration 51Q: 3 clusters Score -2.808167e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 234530 members 
Entering Unmasked Estep 
Score: -28081654.000000 Penalty: 6142.694824
	Iteration 52Q: 3 clusters Score -2.808165e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 234501 members 
Entering Unmasked Estep 
Score: -28081646.000000 Penalty: 6142.694824
	Iteration 53Q: 3 clusters Score -2.808165e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 234474 members 
Entering Unmasked Estep 
Score: -28081672.000000 Penalty: 6142.694824
	Iteration 54Q: 3 clusters Score -2.808167e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 234455 members 
Entering Unmasked Estep 
Score: -28081650.000000 Penalty: 6142.694824
	Iteration 55Q: 3 clusters Score -2.808165e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 234442 members 
Entering Unmasked Estep 
Score: -28081648.000000 Penalty: 6142.694824
	Iteration 56Q: 3 clusters Score -2.808165e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 234427 members 
Entering Unmasked Estep 
Score: -28081688.000000 Penalty: 6142.694824
	Iteration 57Q: 3 clusters Score -2.808169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 234409 members 
Entering Unmasked Estep 
Score: -28081704.000000 Penalty: 6142.694824
	Iteration 58Q: 3 clusters Score -2.80817e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 234393 members 
Entering Unmasked Estep 
Score: -28081678.000000 Penalty: 6142.694824
	Iteration 59Q: 3 clusters Score -2.808168e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4681 members 
Mstep: Class 2 contains 234378 members 
Entering Unmasked Estep 
Score: -28081686.000000 Penalty: 6142.694824
	Iteration 60F: 3 clusters Score -2.808169e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 234358 members 
Entering Unmasked Estep 
Score: -28081708.000000 Penalty: 6142.694824
	Iteration 61Q: 3 clusters Score -2.808171e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 234340 members 
Entering Unmasked Estep 
Score: -28081720.000000 Penalty: 6142.694824
	Iteration 62Q: 3 clusters Score -2.808172e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 234317 members 
Entering Unmasked Estep 
Score: -28081694.000000 Penalty: 6142.694824
	Iteration 63Q: 3 clusters Score -2.808169e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 234290 members 
Entering Unmasked Estep 
Score: -28081726.000000 Penalty: 6142.694824
	Iteration 64Q: 3 clusters Score -2.808173e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 234268 members 
Entering Unmasked Estep 
Score: -28081726.000000 Penalty: 6142.694824
	Iteration 65Q: 3 clusters Score -2.808173e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 234241 members 
Entering Unmasked Estep 
Score: -28081700.000000 Penalty: 6142.694824
	Iteration 66Q: 3 clusters Score -2.80817e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 234217 members 
Entering Unmasked Estep 
Score: -28081694.000000 Penalty: 6142.694824
	Iteration 67Q: 3 clusters Score -2.808169e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 234187 members 
Entering Unmasked Estep 
Score: -28081706.000000 Penalty: 6142.694824
	Iteration 68Q: 3 clusters Score -2.808171e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 234162 members 
Entering Unmasked Estep 
Score: -28081722.000000 Penalty: 6142.694824
	Iteration 69Q: 3 clusters Score -2.808172e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 234135 members 
Entering Unmasked Estep 
Score: -28081788.000000 Penalty: 6142.694824
	Iteration 70Q: 3 clusters Score -2.808179e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 234114 members 
Entering Unmasked Estep 
Score: -28081746.000000 Penalty: 6142.694824
	Iteration 71Q: 3 clusters Score -2.808175e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 234090 members 
Entering Unmasked Estep 
Score: -28081760.000000 Penalty: 6142.694824
	Iteration 72Q: 3 clusters Score -2.808176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 234057 members 
Entering Unmasked Estep 
Score: -28081744.000000 Penalty: 6142.694824
	Iteration 73Q: 3 clusters Score -2.808174e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 234041 members 
Entering Unmasked Estep 
Score: -28081758.000000 Penalty: 6142.694824
	Iteration 74Q: 3 clusters Score -2.808176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 234014 members 
Entering Unmasked Estep 
Score: -28081756.000000 Penalty: 6142.694824
	Iteration 75Q: 3 clusters Score -2.808176e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 233981 members 
Entering Unmasked Estep 
Score: -28081786.000000 Penalty: 6142.694824
	Iteration 76Q: 3 clusters Score -2.808179e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 233961 members 
Entering Unmasked Estep 
Score: -28081784.000000 Penalty: 6142.694824
	Iteration 77Q: 3 clusters Score -2.808178e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 233941 members 
Entering Unmasked Estep 
Score: -28081776.000000 Penalty: 6142.694824
	Iteration 78Q: 3 clusters Score -2.808178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 233924 members 
Entering Unmasked Estep 
Score: -28081770.000000 Penalty: 6142.694824
	Iteration 79Q: 3 clusters Score -2.808177e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 233906 members 
Entering Unmasked Estep 
Score: -28081778.000000 Penalty: 6142.694824
	Iteration 80F: 3 clusters Score -2.808178e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 233886 members 
Entering Unmasked Estep 
Score: -28081780.000000 Penalty: 6142.694824
	Iteration 81Q: 3 clusters Score -2.808178e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 233860 members 
Entering Unmasked Estep 
Score: -28081788.000000 Penalty: 6142.694824
	Iteration 82Q: 3 clusters Score -2.808179e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 233834 members 
Entering Unmasked Estep 
Score: -28081794.000000 Penalty: 6142.694824
	Iteration 83Q: 3 clusters Score -2.808179e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 233809 members 
Entering Unmasked Estep 
Score: -28081782.000000 Penalty: 6142.694824
	Iteration 84Q: 3 clusters Score -2.808178e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 233786 members 
Entering Unmasked Estep 
Score: -28081780.000000 Penalty: 6142.694824
	Iteration 85Q: 3 clusters Score -2.808178e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 233764 members 
Entering Unmasked Estep 
Score: -28081796.000000 Penalty: 6142.694824
	Iteration 86Q: 3 clusters Score -2.80818e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 233737 members 
Entering Unmasked Estep 
Score: -28081792.000000 Penalty: 6142.694824
	Iteration 87Q: 3 clusters Score -2.808179e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 233710 members 
Entering Unmasked Estep 
Score: -28081790.000000 Penalty: 6142.694824
	Iteration 88Q: 3 clusters Score -2.808179e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 233683 members 
Entering Unmasked Estep 
Score: -28081810.000000 Penalty: 6142.694824
	Iteration 89Q: 3 clusters Score -2.808181e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 233651 members 
Entering Unmasked Estep 
Score: -28081784.000000 Penalty: 6142.694824
	Iteration 90Q: 3 clusters Score -2.808178e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 233619 members 
Entering Unmasked Estep 
Score: -28081794.000000 Penalty: 6142.694824
	Iteration 91Q: 3 clusters Score -2.808179e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 233589 members 
Entering Unmasked Estep 
Score: -28081818.000000 Penalty: 6142.694824
	Iteration 92Q: 3 clusters Score -2.808182e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 233568 members 
Entering Unmasked Estep 
Score: -28081810.000000 Penalty: 6142.694824
	Iteration 93Q: 3 clusters Score -2.808181e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 233540 members 
Entering Unmasked Estep 
Score: -28081788.000000 Penalty: 6142.694824
	Iteration 94Q: 3 clusters Score -2.808179e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 233511 members 
Entering Unmasked Estep 
Score: -28081776.000000 Penalty: 6142.694824
	Iteration 95Q: 3 clusters Score -2.808178e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 233480 members 
Entering Unmasked Estep 
Score: -28081812.000000 Penalty: 6142.694824
	Iteration 96Q: 3 clusters Score -2.808181e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 233452 members 
Entering Unmasked Estep 
Score: -28081768.000000 Penalty: 6142.694824
	Iteration 97Q: 3 clusters Score -2.808177e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 233425 members 
Entering Unmasked Estep 
Score: -28081764.000000 Penalty: 6142.694824
	Iteration 98Q: 3 clusters Score -2.808176e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 233389 members 
Entering Unmasked Estep 
Score: -28081754.000000 Penalty: 6142.694824
	Iteration 99Q: 3 clusters Score -2.808175e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 233359 members 
Entering Unmasked Estep 
Score: -28081786.000000 Penalty: 6142.694824
	Iteration 100F: 3 clusters Score -2.808179e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 233324 members 
Entering Unmasked Estep 
Score: -28081770.000000 Penalty: 6142.694824
	Iteration 101Q: 3 clusters Score -2.808177e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 233290 members 
Entering Unmasked Estep 
Score: -28081756.000000 Penalty: 6142.694824
	Iteration 102Q: 3 clusters Score -2.808176e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 233250 members 
Entering Unmasked Estep 
Score: -28081784.000000 Penalty: 6142.694824
	Iteration 103Q: 3 clusters Score -2.808178e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 233215 members 
Entering Unmasked Estep 
Score: -28081802.000000 Penalty: 6142.694824
	Iteration 104Q: 3 clusters Score -2.80818e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 233167 members 
Entering Unmasked Estep 
Score: -28081798.000000 Penalty: 6142.694824
	Iteration 105Q: 3 clusters Score -2.80818e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 233112 members 
Entering Unmasked Estep 
Score: -28081802.000000 Penalty: 6142.694824
	Iteration 106Q: 3 clusters Score -2.80818e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 233064 members 
Entering Unmasked Estep 
Score: -28081810.000000 Penalty: 6142.694824
	Iteration 107Q: 3 clusters Score -2.808181e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6027 members 
Mstep: Class 2 contains 233032 members 
Entering Unmasked Estep 
Score: -28081834.000000 Penalty: 6142.694824
	Iteration 108Q: 3 clusters Score -2.808183e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 233002 members 
Entering Unmasked Estep 
Score: -28081826.000000 Penalty: 6142.694824
	Iteration 109Q: 3 clusters Score -2.808183e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 232993 members 
Entering Unmasked Estep 
Score: -28081826.000000 Penalty: 6142.694824
	Iteration 110Q: 3 clusters Score -2.808183e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 232987 members 
Entering Unmasked Estep 
Score: -28081832.000000 Penalty: 6142.694824
	Iteration 111Q: 3 clusters Score -2.808183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 232976 members 
Entering Unmasked Estep 
Score: -28081836.000000 Penalty: 6142.694824
	Iteration 112Q: 3 clusters Score -2.808184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 232966 members 
Entering Unmasked Estep 
Score: -28081844.000000 Penalty: 6142.694824
	Iteration 113Q: 3 clusters Score -2.808184e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 232954 members 
Entering Unmasked Estep 
Score: -28081828.000000 Penalty: 6142.694824
	Iteration 114Q: 3 clusters Score -2.808183e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 232937 members 
Entering Unmasked Estep 
Score: -28081820.000000 Penalty: 6142.694824
	Iteration 115Q: 3 clusters Score -2.808182e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 232924 members 
Entering Unmasked Estep 
Score: -28081832.000000 Penalty: 6142.694824
	Iteration 116Q: 3 clusters Score -2.808183e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 232910 members 
Entering Unmasked Estep 
Score: -28081848.000000 Penalty: 6142.694824
	Iteration 117Q: 3 clusters Score -2.808185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 232897 members 
Entering Unmasked Estep 
Score: -28081826.000000 Penalty: 6142.694824
	Iteration 118Q: 3 clusters Score -2.808183e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 232885 members 
Entering Unmasked Estep 
Score: -28081830.000000 Penalty: 6142.694824
	Iteration 119Q: 3 clusters Score -2.808183e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 232879 members 
Entering Unmasked Estep 
Score: -28081822.000000 Penalty: 6142.694824
	Iteration 120F: 3 clusters Score -2.808182e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 232873 members 
Entering Unmasked Estep 
Score: -28081850.000000 Penalty: 6142.694824
	Iteration 121Q: 3 clusters Score -2.808185e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 232870 members 
Entering Unmasked Estep 
Score: -28081858.000000 Penalty: 6142.694824
	Iteration 122Q: 3 clusters Score -2.808186e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 232859 members 
Entering Unmasked Estep 
Score: -28081844.000000 Penalty: 6142.694824
	Iteration 123Q: 3 clusters Score -2.808184e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 232849 members 
Entering Unmasked Estep 
Score: -28081848.000000 Penalty: 6142.694824
	Iteration 124Q: 3 clusters Score -2.808185e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 232834 members 
Entering Unmasked Estep 
Score: -28081858.000000 Penalty: 6142.694824
	Iteration 125Q: 3 clusters Score -2.808186e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 232817 members 
Entering Unmasked Estep 
Score: -28081856.000000 Penalty: 6142.694824
	Iteration 126Q: 3 clusters Score -2.808186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 232800 members 
Entering Unmasked Estep 
Score: -28081868.000000 Penalty: 6142.694824
	Iteration 127Q: 3 clusters Score -2.808187e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 232789 members 
Entering Unmasked Estep 
Score: -28081878.000000 Penalty: 6142.694824
	Iteration 128Q: 3 clusters Score -2.808188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 232781 members 
Entering Unmasked Estep 
Score: -28081884.000000 Penalty: 6142.694824
	Iteration 129Q: 3 clusters Score -2.808188e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 232775 members 
Entering Unmasked Estep 
Score: -28081884.000000 Penalty: 6142.694824
	Iteration 130Q: 3 clusters Score -2.808188e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 232768 members 
Entering Unmasked Estep 
Score: -28081876.000000 Penalty: 6142.694824
	Iteration 131Q: 3 clusters Score -2.808188e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 232758 members 
Entering Unmasked Estep 
Score: -28081886.000000 Penalty: 6142.694824
	Iteration 132Q: 3 clusters Score -2.808189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 232752 members 
Entering Unmasked Estep 
Score: -28081876.000000 Penalty: 6142.694824
	Iteration 133Q: 3 clusters Score -2.808188e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 232747 members 
Entering Unmasked Estep 
Score: -28081882.000000 Penalty: 6142.694824
	Iteration 134Q: 3 clusters Score -2.808188e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 232738 members 
Entering Unmasked Estep 
Score: -28081886.000000 Penalty: 6142.694824
	Iteration 135Q: 3 clusters Score -2.808189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 232732 members 
Entering Unmasked Estep 
Score: -28081886.000000 Penalty: 6142.694824
	Iteration 136Q: 3 clusters Score -2.808189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 232728 members 
Entering Unmasked Estep 
Score: -28081880.000000 Penalty: 6142.694824
	Iteration 137Q: 3 clusters Score -2.808188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 232721 members 
Entering Unmasked Estep 
Score: -28081868.000000 Penalty: 6142.694824
	Iteration 138Q: 3 clusters Score -2.808187e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 232715 members 
Entering Unmasked Estep 
Score: -28081856.000000 Penalty: 6142.694824
	Iteration 139Q: 3 clusters Score -2.808186e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6354 members 
Mstep: Class 2 contains 232705 members 
Entering Unmasked Estep 
Score: -28081860.000000 Penalty: 6142.694824
	Iteration 140F: 3 clusters Score -2.808186e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 232691 members 
Entering Unmasked Estep 
Score: -28081874.000000 Penalty: 6142.694824
	Iteration 141Q: 3 clusters Score -2.808187e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 232674 members 
Entering Unmasked Estep 
Score: -28081874.000000 Penalty: 6142.694824
	Iteration 142Q: 3 clusters Score -2.808187e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 232656 members 
Entering Unmasked Estep 
Score: -28081870.000000 Penalty: 6142.694824
	Iteration 143Q: 3 clusters Score -2.808187e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6416 members 
Mstep: Class 2 contains 232643 members 
Entering Unmasked Estep 
Score: -28081866.000000 Penalty: 6142.694824
	Iteration 144Q: 3 clusters Score -2.808187e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 232634 members 
Entering Unmasked Estep 
Score: -28081862.000000 Penalty: 6142.694824
	Iteration 145Q: 3 clusters Score -2.808186e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 232629 members 
Entering Unmasked Estep 
Score: -28081872.000000 Penalty: 6142.694824
	Iteration 146Q: 3 clusters Score -2.808187e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 232624 members 
Entering Unmasked Estep 
Score: -28081884.000000 Penalty: 6142.694824
	Iteration 147Q: 3 clusters Score -2.808188e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 232621 members 
Entering Unmasked Estep 
Score: -28081892.000000 Penalty: 6142.694824
	Iteration 148Q: 3 clusters Score -2.808189e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 232613 members 
Entering Unmasked Estep 
Score: -28081904.000000 Penalty: 6142.694824
	Iteration 149Q: 3 clusters Score -2.80819e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 232608 members 
Entering Unmasked Estep 
Score: -28081908.000000 Penalty: 6142.694824
	Iteration 150Q: 3 clusters Score -2.808191e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 232599 members 
Entering Unmasked Estep 
Score: -28081898.000000 Penalty: 6142.694824
	Iteration 151Q: 3 clusters Score -2.80819e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 232592 members 
Entering Unmasked Estep 
Score: -28081888.000000 Penalty: 6142.694824
	Iteration 152Q: 3 clusters Score -2.808189e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 232583 members 
Entering Unmasked Estep 
Score: -28081910.000000 Penalty: 6142.694824
	Iteration 153Q: 3 clusters Score -2.808191e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6479 members 
Mstep: Class 2 contains 232580 members 
Entering Unmasked Estep 
Score: -28081920.000000 Penalty: 6142.694824
	Iteration 154Q: 3 clusters Score -2.808192e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 232573 members 
Entering Unmasked Estep 
Score: -28081922.000000 Penalty: 6142.694824
	Iteration 155Q: 3 clusters Score -2.808192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 232567 members 
Entering Unmasked Estep 
Score: -28081930.000000 Penalty: 6142.694824
	Iteration 156Q: 3 clusters Score -2.808193e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 232565 members 
Entering Unmasked Estep 
Score: -28081924.000000 Penalty: 6142.694824
	Iteration 157Q: 3 clusters Score -2.808192e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 232564 members 
Entering Unmasked Estep 
Score: -28081928.000000 Penalty: 6142.694824
	Iteration 158Q: 3 clusters Score -2.808193e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 232565 members 
Entering Unmasked Estep 
Score: -28081928.000000 Penalty: 6142.694824
	Iteration 159Q: 3 clusters Score -2.808193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 232563 members 
Entering Unmasked Estep 
Score: -28081908.000000 Penalty: 6142.694824
	Iteration 160F: 3 clusters Score -2.808191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 232561 members 
Entering Unmasked Estep 
Score: -28081924.000000 Penalty: 6142.694824
	Iteration 161Q: 3 clusters Score -2.808192e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 232559 members 
Entering Unmasked Estep 
Score: -28081928.000000 Penalty: 6142.694824
	Iteration 162Q: 3 clusters Score -2.808193e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 232559 members 
Entering Unmasked Estep 
Score: -28081928.000000 Penalty: 6142.694824
	Iteration 163F: 3 clusters Score -2.808193e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Entering Unmasked Estep 
Score: -191078.406250 Penalty: 1936.866821
	Iteration 0F: 2 clusters Score -191078.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -188249.968750 Penalty: 3873.733643
	Iteration 0F: 3 clusters Score -188250 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -188949.015625 Penalty: 3873.733643
	Iteration 1F: 3 clusters Score -188949 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -189182.828125 Penalty: 3873.733643
	Iteration 2F: 3 clusters Score -189182.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -189364.218750 Penalty: 3873.733643
	Iteration 3F: 3 clusters Score -189364.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -189551.265625 Penalty: 3873.733643
	Iteration 4F: 3 clusters Score -189551.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -189694.906250 Penalty: 3873.733643
	Iteration 5Q: 3 clusters Score -189694.9 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -189830.703125 Penalty: 3873.733643
	Iteration 6Q: 3 clusters Score -189830.7 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -189985.187500 Penalty: 3873.733643
	Iteration 7Q: 3 clusters Score -189985.2 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -190102.843750 Penalty: 3873.733643
	Iteration 8Q: 3 clusters Score -190102.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -190272.375000 Penalty: 3873.733643
	Iteration 9Q: 3 clusters Score -190272.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -190414.890625 Penalty: 3873.733643
	Iteration 10Q: 3 clusters Score -190414.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -190573.562500 Penalty: 3873.733643
	Iteration 11Q: 3 clusters Score -190573.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -190748.765625 Penalty: 3873.733643
	Iteration 12Q: 3 clusters Score -190748.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -190910.453125 Penalty: 3873.733643
	Iteration 13Q: 3 clusters Score -190910.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -191089.406250 Penalty: 3873.733643
	Iteration 14Q: 3 clusters Score -191089.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -191203.625000 Penalty: 3873.733643
	Iteration 15Q: 3 clusters Score -191203.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -191261.265625 Penalty: 3873.733643
	Iteration 16Q: 3 clusters Score -191261.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -191293.437500 Penalty: 3873.733643
	Iteration 17Q: 3 clusters Score -191293.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -191308.343750 Penalty: 3873.733643
	Iteration 18Q: 3 clusters Score -191308.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -191317.734375 Penalty: 3873.733643
	Iteration 19Q: 3 clusters Score -191317.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -191344.187500 Penalty: 3873.733643
	Iteration 20F: 3 clusters Score -191344.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -191370.359375 Penalty: 3873.733643
	Iteration 21Q: 3 clusters Score -191370.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -191375.140625 Penalty: 3873.733643
	Iteration 22Q: 3 clusters Score -191375.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -191378.796875 Penalty: 3873.733643
	Iteration 23Q: 3 clusters Score -191378.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -191386.218750 Penalty: 3873.733643
	Iteration 24Q: 3 clusters Score -191386.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -191396.562500 Penalty: 3873.733643
	Iteration 25Q: 3 clusters Score -191396.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -191411.687500 Penalty: 3873.733643
	Iteration 26Q: 3 clusters Score -191411.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -191426.796875 Penalty: 3873.733643
	Iteration 27Q: 3 clusters Score -191426.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -191436.234375 Penalty: 3873.733643
	Iteration 28Q: 3 clusters Score -191436.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -191442.328125 Penalty: 3873.733643
	Iteration 29Q: 3 clusters Score -191442.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -191447.171875 Penalty: 3873.733643
	Iteration 30Q: 3 clusters Score -191447.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -191450.484375 Penalty: 3873.733643
	Iteration 31Q: 3 clusters Score -191450.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -191452.750000 Penalty: 3873.733643
	Iteration 32Q: 3 clusters Score -191452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -191452.750000 Penalty: 3873.733643
	Iteration 33F: 3 clusters Score -191452.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 112042 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 263229 members 
Mstep: Class 9 contains 78636 members 
Mstep: Class 10 contains 11973 members 
Mstep: Class 11 contains 8268 members 
Mstep: Class 12 contains 19523 members 
Mstep: Class 13 contains 167294 members 
Mstep: Class 14 contains 16480 members 
Mstep: Class 15 contains 19242 members 
Mstep: Class 16 contains 152432 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 222634 members 
Mstep: Class 19 contains 26896 members 
Mstep: Class 20 contains 13283 members 
Mstep: Class 21 contains 2539 members 
Mstep: Class 22 contains 11769 members 
Mstep: Class 23 contains 9884 members 
Mstep: Class 24 contains 239059 members 
Mstep: Class 25 contains 1289 members 
Mstep: Class 26 contains 1176 members 
Entering Unmasked Estep 
Score: -161409008.000000 Penalty: 91337.375000
Splitting cluster 25 changes total score from -161409216.000000 to -161409008.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24169 members 
Mstep: Class 2 contains 7856 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 112042 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 263229 members 
Mstep: Class 9 contains 78636 members 
Mstep: Class 10 contains 11973 members 
Mstep: Class 11 contains 8268 members 
Mstep: Class 12 contains 19523 members 
Mstep: Class 13 contains 167294 members 
Mstep: Class 14 contains 16480 members 
Mstep: Class 15 contains 19242 members 
Mstep: Class 16 contains 152432 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 222634 members 
Mstep: Class 19 contains 26896 members 
Mstep: Class 20 contains 13283 members 
Mstep: Class 21 contains 2539 members 
Mstep: Class 22 contains 11769 members 
Mstep: Class 23 contains 9884 members 
Mstep: Class 24 contains 239059 members 
Mstep: Class 25 contains 2465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161409824.000000 Penalty: 87824.398438
Iteration 79Q: 26 clusters Score -1.614098e+08 nChanged 6177
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24172 members 
Mstep: Class 2 contains 7859 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 112875 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 262666 members 
Mstep: Class 9 contains 78653 members 
Mstep: Class 10 contains 11961 members 
Mstep: Class 11 contains 8266 members 
Mstep: Class 12 contains 19515 members 
Mstep: Class 13 contains 166998 members 
Mstep: Class 14 contains 16478 members 
Mstep: Class 15 contains 19240 members 
Mstep: Class 16 contains 155261 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 220998 members 
Mstep: Class 19 contains 26897 members 
Mstep: Class 20 contains 13306 members 
Mstep: Class 21 contains 2543 members 
Mstep: Class 22 contains 11775 members 
Mstep: Class 23 contains 9895 members 
Mstep: Class 24 contains 237846 members 
Mstep: Class 25 contains 2467 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161410208.000000 Penalty: 87824.398438
Iteration 80F: 26 clusters Score -1.614102e+08 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 7860 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 113757 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 262055 members 
Mstep: Class 9 contains 78694 members 
Mstep: Class 10 contains 11945 members 
Mstep: Class 11 contains 8261 members 
Mstep: Class 12 contains 19497 members 
Mstep: Class 13 contains 166700 members 
Mstep: Class 14 contains 16475 members 
Mstep: Class 15 contains 19241 members 
Mstep: Class 16 contains 158190 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 219342 members 
Mstep: Class 19 contains 26882 members 
Mstep: Class 20 contains 13328 members 
Mstep: Class 21 contains 2540 members 
Mstep: Class 22 contains 11782 members 
Mstep: Class 23 contains 9909 members 
Mstep: Class 24 contains 236568 members 
Mstep: Class 25 contains 2469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161410976.000000 Penalty: 87824.398438
Iteration 81Q: 26 clusters Score -1.61411e+08 nChanged 6238
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24188 members 
Mstep: Class 2 contains 7861 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 114584 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 261458 members 
Mstep: Class 9 contains 78713 members 
Mstep: Class 10 contains 11919 members 
Mstep: Class 11 contains 8261 members 
Mstep: Class 12 contains 19488 members 
Mstep: Class 13 contains 166376 members 
Mstep: Class 14 contains 16467 members 
Mstep: Class 15 contains 19245 members 
Mstep: Class 16 contains 161177 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 217756 members 
Mstep: Class 19 contains 26875 members 
Mstep: Class 20 contains 13337 members 
Mstep: Class 21 contains 2536 members 
Mstep: Class 22 contains 11789 members 
Mstep: Class 23 contains 9922 members 
Mstep: Class 24 contains 235248 members 
Mstep: Class 25 contains 2471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161412000.000000 Penalty: 87824.398438
Iteration 82Q: 26 clusters Score -1.61412e+08 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 7862 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 115344 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 260782 members 
Mstep: Class 9 contains 78726 members 
Mstep: Class 10 contains 11896 members 
Mstep: Class 11 contains 8262 members 
Mstep: Class 12 contains 19486 members 
Mstep: Class 13 contains 166051 members 
Mstep: Class 14 contains 16452 members 
Mstep: Class 15 contains 19245 members 
Mstep: Class 16 contains 164303 members 
Mstep: Class 17 contains 2129 members 
Mstep: Class 18 contains 216207 members 
Mstep: Class 19 contains 26862 members 
Mstep: Class 20 contains 13339 members 
Mstep: Class 21 contains 2534 members 
Mstep: Class 22 contains 11797 members 
Mstep: Class 23 contains 9947 members 
Mstep: Class 24 contains 233907 members 
Mstep: Class 25 contains 2477 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161413424.000000 Penalty: 87824.398438
Iteration 83Q: 26 clusters Score -1.614134e+08 nChanged 6427
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24193 members 
Mstep: Class 2 contains 7864 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 116038 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 260133 members 
Mstep: Class 9 contains 78728 members 
Mstep: Class 10 contains 11874 members 
Mstep: Class 11 contains 8258 members 
Mstep: Class 12 contains 19484 members 
Mstep: Class 13 contains 165701 members 
Mstep: Class 14 contains 16436 members 
Mstep: Class 15 contains 19244 members 
Mstep: Class 16 contains 167479 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 214691 members 
Mstep: Class 19 contains 26848 members 
Mstep: Class 20 contains 13345 members 
Mstep: Class 21 contains 2530 members 
Mstep: Class 22 contains 11805 members 
Mstep: Class 23 contains 9974 members 
Mstep: Class 24 contains 232566 members 
Mstep: Class 25 contains 2480 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161414912.000000 Penalty: 87824.398438
Iteration 84Q: 26 clusters Score -1.614149e+08 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 7867 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 116750 members 
Mstep: Class 7 contains 3580 members 
Mstep: Class 8 contains 259500 members 
Mstep: Class 9 contains 78746 members 
Mstep: Class 10 contains 11850 members 
Mstep: Class 11 contains 8253 members 
Mstep: Class 12 contains 19474 members 
Mstep: Class 13 contains 165367 members 
Mstep: Class 14 contains 16422 members 
Mstep: Class 15 contains 19239 members 
Mstep: Class 16 contains 170585 members 
Mstep: Class 17 contains 2126 members 
Mstep: Class 18 contains 213191 members 
Mstep: Class 19 contains 26832 members 
Mstep: Class 20 contains 13367 members 
Mstep: Class 21 contains 2530 members 
Mstep: Class 22 contains 11818 members 
Mstep: Class 23 contains 9994 members 
Mstep: Class 24 contains 231213 members 
Mstep: Class 25 contains 2481 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161415328.000000 Penalty: 87824.398438
Iteration 85Q: 26 clusters Score -1.614153e+08 nChanged 6331
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24205 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 117428 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 258938 members 
Mstep: Class 9 contains 78752 members 
Mstep: Class 10 contains 11819 members 
Mstep: Class 11 contains 8249 members 
Mstep: Class 12 contains 19471 members 
Mstep: Class 13 contains 165086 members 
Mstep: Class 14 contains 16412 members 
Mstep: Class 15 contains 19231 members 
Mstep: Class 16 contains 173526 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 211757 members 
Mstep: Class 19 contains 26807 members 
Mstep: Class 20 contains 13389 members 
Mstep: Class 21 contains 2530 members 
Mstep: Class 22 contains 11829 members 
Mstep: Class 23 contains 10014 members 
Mstep: Class 24 contains 229879 members 
Mstep: Class 25 contains 2482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161416464.000000 Penalty: 87824.398438
Iteration 86Q: 26 clusters Score -1.614165e+08 nChanged 6291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 7865 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 118075 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 258364 members 
Mstep: Class 9 contains 78735 members 
Mstep: Class 10 contains 11790 members 
Mstep: Class 11 contains 8249 members 
Mstep: Class 12 contains 19464 members 
Mstep: Class 13 contains 164831 members 
Mstep: Class 14 contains 16403 members 
Mstep: Class 15 contains 19229 members 
Mstep: Class 16 contains 176322 members 
Mstep: Class 17 contains 2125 members 
Mstep: Class 18 contains 210485 members 
Mstep: Class 19 contains 26766 members 
Mstep: Class 20 contains 13424 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 22 contains 11842 members 
Mstep: Class 23 contains 10038 members 
Mstep: Class 24 contains 228569 members 
Mstep: Class 25 contains 2483 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161417808.000000 Penalty: 87824.398438
Iteration 87Q: 26 clusters Score -1.614178e+08 nChanged 6303
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24217 members 
Mstep: Class 2 contains 7863 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 118677 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 257759 members 
Mstep: Class 9 contains 78720 members 
Mstep: Class 10 contains 11765 members 
Mstep: Class 11 contains 8246 members 
Mstep: Class 12 contains 19461 members 
Mstep: Class 13 contains 164587 members 
Mstep: Class 14 contains 16393 members 
Mstep: Class 15 contains 19228 members 
Mstep: Class 16 contains 179055 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 209275 members 
Mstep: Class 19 contains 26743 members 
Mstep: Class 20 contains 13437 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 11853 members 
Mstep: Class 23 contains 10054 members 
Mstep: Class 24 contains 227329 members 
Mstep: Class 25 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161418592.000000 Penalty: 87824.398438
Iteration 88Q: 26 clusters Score -1.614186e+08 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24229 members 
Mstep: Class 2 contains 7868 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 119260 members 
Mstep: Class 7 contains 3572 members 
Mstep: Class 8 contains 257159 members 
Mstep: Class 9 contains 78717 members 
Mstep: Class 10 contains 11738 members 
Mstep: Class 11 contains 8243 members 
Mstep: Class 12 contains 19459 members 
Mstep: Class 13 contains 164330 members 
Mstep: Class 14 contains 16383 members 
Mstep: Class 15 contains 19223 members 
Mstep: Class 16 contains 181654 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 208176 members 
Mstep: Class 19 contains 26732 members 
Mstep: Class 20 contains 13450 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 11860 members 
Mstep: Class 23 contains 10066 members 
Mstep: Class 24 contains 226122 members 
Mstep: Class 25 contains 2484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161419360.000000 Penalty: 87824.398438
Iteration 89Q: 26 clusters Score -1.614194e+08 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 7867 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 119838 members 
Mstep: Class 7 contains 3573 members 
Mstep: Class 8 contains 256560 members 
Mstep: Class 9 contains 78720 members 
Mstep: Class 10 contains 11722 members 
Mstep: Class 11 contains 8239 members 
Mstep: Class 12 contains 19456 members 
Mstep: Class 13 contains 164019 members 
Mstep: Class 14 contains 16371 members 
Mstep: Class 15 contains 19228 members 
Mstep: Class 16 contains 184114 members 
Mstep: Class 17 contains 2128 members 
Mstep: Class 18 contains 207173 members 
Mstep: Class 19 contains 26726 members 
Mstep: Class 20 contains 13471 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 22 contains 11869 members 
Mstep: Class 23 contains 10073 members 
Mstep: Class 24 contains 224978 members 
Mstep: Class 25 contains 2485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420000.000000 Penalty: 87824.398438
Iteration 90Q: 26 clusters Score -1.6142e+08 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 120398 members 
Mstep: Class 7 contains 3575 members 
Mstep: Class 8 contains 256099 members 
Mstep: Class 9 contains 78700 members 
Mstep: Class 10 contains 11708 members 
Mstep: Class 11 contains 8235 members 
Mstep: Class 12 contains 19461 members 
Mstep: Class 13 contains 163768 members 
Mstep: Class 14 contains 16357 members 
Mstep: Class 15 contains 19240 members 
Mstep: Class 16 contains 186392 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 206193 members 
Mstep: Class 19 contains 26700 members 
Mstep: Class 20 contains 13482 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 11874 members 
Mstep: Class 23 contains 10083 members 
Mstep: Class 24 contains 223854 members 
Mstep: Class 25 contains 2487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421440.000000 Penalty: 87824.398438
Iteration 91Q: 26 clusters Score -1.614214e+08 nChanged 5723
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 7868 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 120887 members 
Mstep: Class 7 contains 3577 members 
Mstep: Class 8 contains 255762 members 
Mstep: Class 9 contains 78686 members 
Mstep: Class 10 contains 11689 members 
Mstep: Class 11 contains 8232 members 
Mstep: Class 12 contains 19463 members 
Mstep: Class 13 contains 163587 members 
Mstep: Class 14 contains 16345 members 
Mstep: Class 15 contains 19248 members 
Mstep: Class 16 contains 188328 members 
Mstep: Class 17 contains 2127 members 
Mstep: Class 18 contains 205331 members 
Mstep: Class 19 contains 26680 members 
Mstep: Class 20 contains 13488 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11878 members 
Mstep: Class 23 contains 10097 members 
Mstep: Class 24 contains 222833 members 
Mstep: Class 25 contains 2489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422016.000000 Penalty: 87824.398438
Iteration 92Q: 26 clusters Score -1.61422e+08 nChanged 5587
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 7868 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 121407 members 
Mstep: Class 7 contains 3578 members 
Mstep: Class 8 contains 255431 members 
Mstep: Class 9 contains 78675 members 
Mstep: Class 10 contains 11681 members 
Mstep: Class 11 contains 8227 members 
Mstep: Class 12 contains 19465 members 
Mstep: Class 13 contains 163423 members 
Mstep: Class 14 contains 16335 members 
Mstep: Class 15 contains 19266 members 
Mstep: Class 16 contains 190019 members 
Mstep: Class 17 contains 2123 members 
Mstep: Class 18 contains 204548 members 
Mstep: Class 19 contains 26653 members 
Mstep: Class 20 contains 13495 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11885 members 
Mstep: Class 23 contains 10106 members 
Mstep: Class 24 contains 221919 members 
Mstep: Class 25 contains 2491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422368.000000 Penalty: 87824.398438
Iteration 93Q: 26 clusters Score -1.614224e+08 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 7869 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 121918 members 
Mstep: Class 7 contains 3579 members 
Mstep: Class 8 contains 255102 members 
Mstep: Class 9 contains 78653 members 
Mstep: Class 10 contains 11654 members 
Mstep: Class 11 contains 8227 members 
Mstep: Class 12 contains 19475 members 
Mstep: Class 13 contains 163322 members 
Mstep: Class 14 contains 16325 members 
Mstep: Class 15 contains 19275 members 
Mstep: Class 16 contains 191483 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 203859 members 
Mstep: Class 19 contains 26634 members 
Mstep: Class 20 contains 13495 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 11889 members 
Mstep: Class 23 contains 10113 members 
Mstep: Class 24 contains 221103 members 
Mstep: Class 25 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423072.000000 Penalty: 87824.398438
Iteration 94Q: 26 clusters Score -1.614231e+08 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 7873 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 122399 members 
Mstep: Class 7 contains 3581 members 
Mstep: Class 8 contains 254693 members 
Mstep: Class 9 contains 78645 members 
Mstep: Class 10 contains 11627 members 
Mstep: Class 11 contains 8226 members 
Mstep: Class 12 contains 19487 members 
Mstep: Class 13 contains 163280 members 
Mstep: Class 14 contains 16319 members 
Mstep: Class 15 contains 19287 members 
Mstep: Class 16 contains 192680 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 203252 members 
Mstep: Class 19 contains 26603 members 
Mstep: Class 20 contains 13506 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 11894 members 
Mstep: Class 23 contains 10123 members 
Mstep: Class 24 contains 220494 members 
Mstep: Class 25 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423584.000000 Penalty: 87824.398438
Iteration 95Q: 26 clusters Score -1.614236e+08 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 7879 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 122851 members 
Mstep: Class 7 contains 3576 members 
Mstep: Class 8 contains 254337 members 
Mstep: Class 9 contains 78623 members 
Mstep: Class 10 contains 11610 members 
Mstep: Class 11 contains 8222 members 
Mstep: Class 12 contains 19487 members 
Mstep: Class 13 contains 163240 members 
Mstep: Class 14 contains 16312 members 
Mstep: Class 15 contains 19283 members 
Mstep: Class 16 contains 193597 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 202828 members 
Mstep: Class 19 contains 26581 members 
Mstep: Class 20 contains 13528 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 11899 members 
Mstep: Class 23 contains 10129 members 
Mstep: Class 24 contains 219980 members 
Mstep: Class 25 contains 2493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424016.000000 Penalty: 87824.398438
Iteration 96Q: 26 clusters Score -1.61424e+08 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 7882 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 123356 members 
Mstep: Class 7 contains 3574 members 
Mstep: Class 8 contains 253925 members 
Mstep: Class 9 contains 78598 members 
Mstep: Class 10 contains 11605 members 
Mstep: Class 11 contains 8217 members 
Mstep: Class 12 contains 19489 members 
Mstep: Class 13 contains 163272 members 
Mstep: Class 14 contains 16307 members 
Mstep: Class 15 contains 19287 members 
Mstep: Class 16 contains 194306 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 202452 members 
Mstep: Class 19 contains 26573 members 
Mstep: Class 20 contains 13543 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 11908 members 
Mstep: Class 23 contains 10132 members 
Mstep: Class 24 contains 219539 members 
Mstep: Class 25 contains 2494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424752.000000 Penalty: 87824.398438
Iteration 97Q: 26 clusters Score -1.614248e+08 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 7884 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 123847 members 
Mstep: Class 7 contains 3571 members 
Mstep: Class 8 contains 253557 members 
Mstep: Class 9 contains 78572 members 
Mstep: Class 10 contains 11601 members 
Mstep: Class 11 contains 8215 members 
Mstep: Class 12 contains 19502 members 
Mstep: Class 13 contains 163301 members 
Mstep: Class 14 contains 16301 members 
Mstep: Class 15 contains 19282 members 
Mstep: Class 16 contains 194760 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202154 members 
Mstep: Class 19 contains 26572 members 
Mstep: Class 20 contains 13566 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 11915 members 
Mstep: Class 23 contains 10135 members 
Mstep: Class 24 contains 219235 members 
Mstep: Class 25 contains 2496 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425280.000000 Penalty: 87824.398438
Iteration 98Q: 26 clusters Score -1.614253e+08 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 7885 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 124400 members 
Mstep: Class 7 contains 3569 members 
Mstep: Class 8 contains 253220 members 
Mstep: Class 9 contains 78573 members 
Mstep: Class 10 contains 11598 members 
Mstep: Class 11 contains 8214 members 
Mstep: Class 12 contains 19516 members 
Mstep: Class 13 contains 163317 members 
Mstep: Class 14 contains 16291 members 
Mstep: Class 15 contains 19282 members 
Mstep: Class 16 contains 195050 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 201876 members 
Mstep: Class 19 contains 26561 members 
Mstep: Class 20 contains 13573 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 11916 members 
Mstep: Class 23 contains 10143 members 
Mstep: Class 24 contains 218978 members 
Mstep: Class 25 contains 2500 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425776.000000 Penalty: 87824.398438
Iteration 99Q: 26 clusters Score -1.614258e+08 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 7884 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 124948 members 
Mstep: Class 7 contains 3567 members 
Mstep: Class 8 contains 252973 members 
Mstep: Class 9 contains 78559 members 
Mstep: Class 10 contains 11592 members 
Mstep: Class 11 contains 8211 members 
Mstep: Class 12 contains 19519 members 
Mstep: Class 13 contains 163301 members 
Mstep: Class 14 contains 16289 members 
Mstep: Class 15 contains 19286 members 
Mstep: Class 16 contains 195133 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 201710 members 
Mstep: Class 19 contains 26555 members 
Mstep: Class 20 contains 13565 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 11921 members 
Mstep: Class 23 contains 10148 members 
Mstep: Class 24 contains 218801 members 
Mstep: Class 25 contains 2502 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426112.000000 Penalty: 87824.398438
Iteration 100F: 26 clusters Score -1.614261e+08 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 7886 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 125483 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 252698 members 
Mstep: Class 9 contains 78563 members 
Mstep: Class 10 contains 11583 members 
Mstep: Class 11 contains 8205 members 
Mstep: Class 12 contains 19518 members 
Mstep: Class 13 contains 163271 members 
Mstep: Class 14 contains 16286 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 195128 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 201631 members 
Mstep: Class 19 contains 26561 members 
Mstep: Class 20 contains 13566 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11923 members 
Mstep: Class 23 contains 10152 members 
Mstep: Class 24 contains 218646 members 
Mstep: Class 25 contains 2504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426368.000000 Penalty: 87824.398438
Iteration 101Q: 26 clusters Score -1.614264e+08 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 7887 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 126019 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 252448 members 
Mstep: Class 9 contains 78586 members 
Mstep: Class 10 contains 11576 members 
Mstep: Class 11 contains 8201 members 
Mstep: Class 12 contains 19522 members 
Mstep: Class 13 contains 163283 members 
Mstep: Class 14 contains 16284 members 
Mstep: Class 15 contains 19293 members 
Mstep: Class 16 contains 194994 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 201591 members 
Mstep: Class 19 contains 26563 members 
Mstep: Class 20 contains 13574 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 11924 members 
Mstep: Class 23 contains 10156 members 
Mstep: Class 24 contains 218488 members 
Mstep: Class 25 contains 2506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426736.000000 Penalty: 87824.398438
Iteration 102Q: 26 clusters Score -1.614267e+08 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 7889 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 126577 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 252238 members 
Mstep: Class 9 contains 78605 members 
Mstep: Class 10 contains 11570 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 19525 members 
Mstep: Class 13 contains 163277 members 
Mstep: Class 14 contains 16281 members 
Mstep: Class 15 contains 19289 members 
Mstep: Class 16 contains 194768 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 201593 members 
Mstep: Class 19 contains 26567 members 
Mstep: Class 20 contains 13576 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 11929 members 
Mstep: Class 23 contains 10154 members 
Mstep: Class 24 contains 218356 members 
Mstep: Class 25 contains 2506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426880.000000 Penalty: 87824.398438
Iteration 103Q: 26 clusters Score -1.614269e+08 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 7889 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 127127 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 252072 members 
Mstep: Class 9 contains 78623 members 
Mstep: Class 10 contains 11565 members 
Mstep: Class 11 contains 8192 members 
Mstep: Class 12 contains 19525 members 
Mstep: Class 13 contains 163267 members 
Mstep: Class 14 contains 16277 members 
Mstep: Class 15 contains 19290 members 
Mstep: Class 16 contains 194497 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 201624 members 
Mstep: Class 19 contains 26576 members 
Mstep: Class 20 contains 13575 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11933 members 
Mstep: Class 23 contains 10155 members 
Mstep: Class 24 contains 218200 members 
Mstep: Class 25 contains 2506 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427024.000000 Penalty: 87824.398438
Iteration 104Q: 26 clusters Score -1.61427e+08 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 7889 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 127657 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 251908 members 
Mstep: Class 9 contains 78649 members 
Mstep: Class 10 contains 11562 members 
Mstep: Class 11 contains 8192 members 
Mstep: Class 12 contains 19529 members 
Mstep: Class 13 contains 163267 members 
Mstep: Class 14 contains 16271 members 
Mstep: Class 15 contains 19291 members 
Mstep: Class 16 contains 194133 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 201718 members 
Mstep: Class 19 contains 26576 members 
Mstep: Class 20 contains 13566 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11935 members 
Mstep: Class 23 contains 10156 members 
Mstep: Class 24 contains 218087 members 
Mstep: Class 25 contains 2507 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427392.000000 Penalty: 87824.398438
Iteration 105Q: 26 clusters Score -1.614274e+08 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24286 members 
Mstep: Class 2 contains 7891 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 128149 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 251767 members 
Mstep: Class 9 contains 78662 members 
Mstep: Class 10 contains 11558 members 
Mstep: Class 11 contains 8192 members 
Mstep: Class 12 contains 19530 members 
Mstep: Class 13 contains 163253 members 
Mstep: Class 14 contains 16264 members 
Mstep: Class 15 contains 19294 members 
Mstep: Class 16 contains 193749 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 201855 members 
Mstep: Class 19 contains 26569 members 
Mstep: Class 20 contains 13557 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11937 members 
Mstep: Class 23 contains 10157 members 
Mstep: Class 24 contains 218000 members 
Mstep: Class 25 contains 2509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427280.000000 Penalty: 87824.398438
Iteration 106Q: 26 clusters Score -1.614273e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 7892 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 128605 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 251641 members 
Mstep: Class 9 contains 78670 members 
Mstep: Class 10 contains 11554 members 
Mstep: Class 11 contains 8191 members 
Mstep: Class 12 contains 19531 members 
Mstep: Class 13 contains 163265 members 
Mstep: Class 14 contains 16266 members 
Mstep: Class 15 contains 19299 members 
Mstep: Class 16 contains 193355 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 201974 members 
Mstep: Class 19 contains 26568 members 
Mstep: Class 20 contains 13555 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11937 members 
Mstep: Class 23 contains 10160 members 
Mstep: Class 24 contains 217925 members 
Mstep: Class 25 contains 2513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427552.000000 Penalty: 87824.398438
Iteration 107Q: 26 clusters Score -1.614276e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 7894 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 128999 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 251549 members 
Mstep: Class 9 contains 78673 members 
Mstep: Class 10 contains 11553 members 
Mstep: Class 11 contains 8190 members 
Mstep: Class 12 contains 19530 members 
Mstep: Class 13 contains 163266 members 
Mstep: Class 14 contains 16259 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 193011 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 202082 members 
Mstep: Class 19 contains 26566 members 
Mstep: Class 20 contains 13546 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11941 members 
Mstep: Class 23 contains 10162 members 
Mstep: Class 24 contains 217860 members 
Mstep: Class 25 contains 2515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427808.000000 Penalty: 87824.398438
Iteration 108Q: 26 clusters Score -1.614278e+08 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 7897 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 129405 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 251478 members 
Mstep: Class 9 contains 78674 members 
Mstep: Class 10 contains 11553 members 
Mstep: Class 11 contains 8187 members 
Mstep: Class 12 contains 19530 members 
Mstep: Class 13 contains 163235 members 
Mstep: Class 14 contains 16254 members 
Mstep: Class 15 contains 19314 members 
Mstep: Class 16 contains 192673 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 202164 members 
Mstep: Class 19 contains 26558 members 
Mstep: Class 20 contains 13538 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11943 members 
Mstep: Class 23 contains 10163 members 
Mstep: Class 24 contains 217826 members 
Mstep: Class 25 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427808.000000 Penalty: 87824.398438
Iteration 109Q: 26 clusters Score -1.614278e+08 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 129793 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 251389 members 
Mstep: Class 9 contains 78682 members 
Mstep: Class 10 contains 11547 members 
Mstep: Class 11 contains 8185 members 
Mstep: Class 12 contains 19532 members 
Mstep: Class 13 contains 163208 members 
Mstep: Class 14 contains 16253 members 
Mstep: Class 15 contains 19308 members 
Mstep: Class 16 contains 192369 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 202219 members 
Mstep: Class 19 contains 26556 members 
Mstep: Class 20 contains 13540 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 11945 members 
Mstep: Class 23 contains 10163 members 
Mstep: Class 24 contains 217798 members 
Mstep: Class 25 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427984.000000 Penalty: 87824.398438
Iteration 110Q: 26 clusters Score -1.61428e+08 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 130163 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 251320 members 
Mstep: Class 9 contains 78693 members 
Mstep: Class 10 contains 11544 members 
Mstep: Class 11 contains 8184 members 
Mstep: Class 12 contains 19532 members 
Mstep: Class 13 contains 163178 members 
Mstep: Class 14 contains 16246 members 
Mstep: Class 15 contains 19312 members 
Mstep: Class 16 contains 192067 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202277 members 
Mstep: Class 19 contains 26547 members 
Mstep: Class 20 contains 13536 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 11952 members 
Mstep: Class 23 contains 10166 members 
Mstep: Class 24 contains 217774 members 
Mstep: Class 25 contains 2516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427888.000000 Penalty: 87824.398438
Iteration 111Q: 26 clusters Score -1.614279e+08 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24266 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 130507 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 251215 members 
Mstep: Class 9 contains 78714 members 
Mstep: Class 10 contains 11544 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 163156 members 
Mstep: Class 14 contains 16245 members 
Mstep: Class 15 contains 19313 members 
Mstep: Class 16 contains 191771 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202318 members 
Mstep: Class 19 contains 26544 members 
Mstep: Class 20 contains 13536 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 11957 members 
Mstep: Class 23 contains 10168 members 
Mstep: Class 24 contains 217786 members 
Mstep: Class 25 contains 2517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427744.000000 Penalty: 87824.398438
Iteration 112Q: 26 clusters Score -1.614277e+08 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24265 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 130853 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 251145 members 
Mstep: Class 9 contains 78736 members 
Mstep: Class 10 contains 11540 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 163097 members 
Mstep: Class 14 contains 16244 members 
Mstep: Class 15 contains 19312 members 
Mstep: Class 16 contains 191508 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202367 members 
Mstep: Class 19 contains 26537 members 
Mstep: Class 20 contains 13536 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 11956 members 
Mstep: Class 23 contains 10170 members 
Mstep: Class 24 contains 217771 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427968.000000 Penalty: 87824.398438
Iteration 113Q: 26 clusters Score -1.61428e+08 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24263 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 131200 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 251064 members 
Mstep: Class 9 contains 78753 members 
Mstep: Class 10 contains 11539 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 163071 members 
Mstep: Class 14 contains 16242 members 
Mstep: Class 15 contains 19309 members 
Mstep: Class 16 contains 191244 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202401 members 
Mstep: Class 19 contains 26529 members 
Mstep: Class 20 contains 13534 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 11962 members 
Mstep: Class 23 contains 10172 members 
Mstep: Class 24 contains 217753 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428016.000000 Penalty: 87824.398438
Iteration 114Q: 26 clusters Score -1.61428e+08 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 131516 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 251013 members 
Mstep: Class 9 contains 78771 members 
Mstep: Class 10 contains 11540 members 
Mstep: Class 11 contains 8183 members 
Mstep: Class 12 contains 19536 members 
Mstep: Class 13 contains 163052 members 
Mstep: Class 14 contains 16241 members 
Mstep: Class 15 contains 19308 members 
Mstep: Class 16 contains 190979 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202405 members 
Mstep: Class 19 contains 26516 members 
Mstep: Class 20 contains 13531 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 11964 members 
Mstep: Class 23 contains 10172 members 
Mstep: Class 24 contains 217764 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428320.000000 Penalty: 87824.398438
Iteration 115Q: 26 clusters Score -1.614283e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24267 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 131819 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 250966 members 
Mstep: Class 9 contains 78785 members 
Mstep: Class 10 contains 11537 members 
Mstep: Class 11 contains 8181 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 163053 members 
Mstep: Class 14 contains 16240 members 
Mstep: Class 15 contains 19311 members 
Mstep: Class 16 contains 190738 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202414 members 
Mstep: Class 19 contains 26507 members 
Mstep: Class 20 contains 13507 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 11964 members 
Mstep: Class 23 contains 10173 members 
Mstep: Class 24 contains 217759 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428480.000000 Penalty: 87824.398438
Iteration 116Q: 26 clusters Score -1.614285e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 132107 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 250950 members 
Mstep: Class 9 contains 78805 members 
Mstep: Class 10 contains 11536 members 
Mstep: Class 11 contains 8179 members 
Mstep: Class 12 contains 19532 members 
Mstep: Class 13 contains 163055 members 
Mstep: Class 14 contains 16239 members 
Mstep: Class 15 contains 19314 members 
Mstep: Class 16 contains 190476 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202410 members 
Mstep: Class 19 contains 26502 members 
Mstep: Class 20 contains 13488 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 11964 members 
Mstep: Class 23 contains 10173 members 
Mstep: Class 24 contains 217757 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428176.000000 Penalty: 87824.398438
Iteration 117Q: 26 clusters Score -1.614282e+08 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 132392 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 250934 members 
Mstep: Class 9 contains 78820 members 
Mstep: Class 10 contains 11535 members 
Mstep: Class 11 contains 8178 members 
Mstep: Class 12 contains 19532 members 
Mstep: Class 13 contains 163055 members 
Mstep: Class 14 contains 16237 members 
Mstep: Class 15 contains 19314 members 
Mstep: Class 16 contains 190254 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202384 members 
Mstep: Class 19 contains 26501 members 
Mstep: Class 20 contains 13474 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 11965 members 
Mstep: Class 23 contains 10174 members 
Mstep: Class 24 contains 217739 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428352.000000 Penalty: 87824.398438
Iteration 118Q: 26 clusters Score -1.614284e+08 nChanged 856
Entering ConstructFrom: 
Score: -161428352.000000 Penalty: 87824.398438
Entering ConstructFrom: 
Trying to split cluster 1 (24269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Entering Unmasked Estep 
Score: -2461180.000000 Penalty: 2504.044922
	Iteration 0F: 2 clusters Score -2461180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2444361.250000 Penalty: 5008.089844
	Iteration 0F: 3 clusters Score -2444361 nChanged 10809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -2450726.500000 Penalty: 5008.089844
	Iteration 1F: 3 clusters Score -2450726 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -2451653.250000 Penalty: 5008.089844
	Iteration 2F: 3 clusters Score -2451653 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 11747 members 
Entering Unmasked Estep 
Score: -2452714.750000 Penalty: 5008.089844
	Iteration 3F: 3 clusters Score -2452715 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -2453857.250000 Penalty: 5008.089844
	Iteration 4F: 3 clusters Score -2453857 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -2454961.250000 Penalty: 5008.089844
	Iteration 5F: 3 clusters Score -2454961 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13143 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2455902.500000 Penalty: 5008.089844
	Iteration 6F: 3 clusters Score -2455902 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -2456662.250000 Penalty: 5008.089844
	Iteration 7F: 3 clusters Score -2456662 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -2457271.500000 Penalty: 5008.089844
	Iteration 8Q: 3 clusters Score -2457272 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 10923 members 
Entering Unmasked Estep 
Score: -2457730.500000 Penalty: 5008.089844
	Iteration 9Q: 3 clusters Score -2457730 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -2458026.750000 Penalty: 5008.089844
	Iteration 10Q: 3 clusters Score -2458027 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2458180.500000 Penalty: 5008.089844
	Iteration 11Q: 3 clusters Score -2458180 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2458289.500000 Penalty: 5008.089844
	Iteration 12Q: 3 clusters Score -2458290 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13554 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -2458354.000000 Penalty: 5008.089844
	Iteration 13Q: 3 clusters Score -2458354 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -2458385.000000 Penalty: 5008.089844
	Iteration 14Q: 3 clusters Score -2458385 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 10615 members 
Entering Unmasked Estep 
Score: -2458425.750000 Penalty: 5008.089844
	Iteration 15Q: 3 clusters Score -2458426 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -2458452.250000 Penalty: 5008.089844
	Iteration 16Q: 3 clusters Score -2458452 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -2458485.250000 Penalty: 5008.089844
	Iteration 17Q: 3 clusters Score -2458485 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13831 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -2458497.250000 Penalty: 5008.089844
	Iteration 18Q: 3 clusters Score -2458497 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13904 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -2458522.500000 Penalty: 5008.089844
	Iteration 19Q: 3 clusters Score -2458522 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 10298 members 
Entering Unmasked Estep 
Score: -2458555.250000 Penalty: 5008.089844
	Iteration 20F: 3 clusters Score -2458555 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2458584.000000 Penalty: 5008.089844
	Iteration 21Q: 3 clusters Score -2458584 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14187 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2458621.000000 Penalty: 5008.089844
	Iteration 22Q: 3 clusters Score -2458621 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 9964 members 
Entering Unmasked Estep 
Score: -2458653.750000 Penalty: 5008.089844
	Iteration 23Q: 3 clusters Score -2458654 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -2458683.000000 Penalty: 5008.089844
	Iteration 24Q: 3 clusters Score -2458683 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 9741 members 
Entering Unmasked Estep 
Score: -2458711.000000 Penalty: 5008.089844
	Iteration 25Q: 3 clusters Score -2458711 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2458745.000000 Penalty: 5008.089844
	Iteration 26Q: 3 clusters Score -2458745 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -2458768.500000 Penalty: 5008.089844
	Iteration 27Q: 3 clusters Score -2458768 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -2458780.000000 Penalty: 5008.089844
	Iteration 28Q: 3 clusters Score -2458780 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2458807.250000 Penalty: 5008.089844
	Iteration 29Q: 3 clusters Score -2458807 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15039 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2458831.000000 Penalty: 5008.089844
	Iteration 30Q: 3 clusters Score -2458831 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 9140 members 
Entering Unmasked Estep 
Score: -2458850.000000 Penalty: 5008.089844
	Iteration 31Q: 3 clusters Score -2458850 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -2458870.000000 Penalty: 5008.089844
	Iteration 32Q: 3 clusters Score -2458870 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2458895.250000 Penalty: 5008.089844
	Iteration 33Q: 3 clusters Score -2458895 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -2458905.250000 Penalty: 5008.089844
	Iteration 34Q: 3 clusters Score -2458905 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 8771 members 
Entering Unmasked Estep 
Score: -2458927.250000 Penalty: 5008.089844
	Iteration 35Q: 3 clusters Score -2458927 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -2458950.250000 Penalty: 5008.089844
	Iteration 36Q: 3 clusters Score -2458950 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -2458970.000000 Penalty: 5008.089844
	Iteration 37Q: 3 clusters Score -2458970 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2458982.250000 Penalty: 5008.089844
	Iteration 38Q: 3 clusters Score -2458982 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15901 members 
Mstep: Class 2 contains 8368 members 
Entering Unmasked Estep 
Score: -2459003.250000 Penalty: 5008.089844
	Iteration 39Q: 3 clusters Score -2459003 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 8284 members 
Entering Unmasked Estep 
Score: -2459012.000000 Penalty: 5008.089844
	Iteration 40F: 3 clusters Score -2459012 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2459024.250000 Penalty: 5008.089844
	Iteration 41Q: 3 clusters Score -2459024 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16142 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2459034.250000 Penalty: 5008.089844
	Iteration 42Q: 3 clusters Score -2459034 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16217 members 
Mstep: Class 2 contains 8052 members 
Entering Unmasked Estep 
Score: -2459043.000000 Penalty: 5008.089844
	Iteration 43Q: 3 clusters Score -2459043 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2459045.500000 Penalty: 5008.089844
	Iteration 44Q: 3 clusters Score -2459046 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -2459056.750000 Penalty: 5008.089844
	Iteration 45Q: 3 clusters Score -2459057 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16432 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2459070.250000 Penalty: 5008.089844
	Iteration 46Q: 3 clusters Score -2459070 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16519 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -2459088.000000 Penalty: 5008.089844
	Iteration 47Q: 3 clusters Score -2459088 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -2459094.000000 Penalty: 5008.089844
	Iteration 48Q: 3 clusters Score -2459094 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2459102.000000 Penalty: 5008.089844
	Iteration 49Q: 3 clusters Score -2459102 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 7543 members 
Entering Unmasked Estep 
Score: -2459115.500000 Penalty: 5008.089844
	Iteration 50Q: 3 clusters Score -2459116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -2459119.250000 Penalty: 5008.089844
	Iteration 51Q: 3 clusters Score -2459119 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2459126.250000 Penalty: 5008.089844
	Iteration 52Q: 3 clusters Score -2459126 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2459126.250000 Penalty: 5008.089844
	Iteration 53Q: 3 clusters Score -2459126 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -2459133.750000 Penalty: 5008.089844
	Iteration 54Q: 3 clusters Score -2459134 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2459144.750000 Penalty: 5008.089844
	Iteration 55Q: 3 clusters Score -2459145 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17038 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2459161.750000 Penalty: 5008.089844
	Iteration 56Q: 3 clusters Score -2459162 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17073 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -2459159.250000 Penalty: 5008.089844
	Iteration 57Q: 3 clusters Score -2459159 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -2459167.000000 Penalty: 5008.089844
	Iteration 58Q: 3 clusters Score -2459167 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2459173.750000 Penalty: 5008.089844
	Iteration 59Q: 3 clusters Score -2459174 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -2459178.250000 Penalty: 5008.089844
	Iteration 60F: 3 clusters Score -2459178 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17184 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
Score: -2459174.250000 Penalty: 5008.089844
	Iteration 61Q: 3 clusters Score -2459174 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -2459177.250000 Penalty: 5008.089844
	Iteration 62Q: 3 clusters Score -2459177 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2459170.750000 Penalty: 5008.089844
	Iteration 63Q: 3 clusters Score -2459171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -2459175.250000 Penalty: 5008.089844
	Iteration 64Q: 3 clusters Score -2459175 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -2459179.750000 Penalty: 5008.089844
	Iteration 65Q: 3 clusters Score -2459180 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -2459178.000000 Penalty: 5008.089844
	Iteration 66Q: 3 clusters Score -2459178 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -2459183.000000 Penalty: 5008.089844
	Iteration 67Q: 3 clusters Score -2459183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -2459184.500000 Penalty: 5008.089844
	Iteration 68Q: 3 clusters Score -2459184 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2459186.500000 Penalty: 5008.089844
	Iteration 69Q: 3 clusters Score -2459186 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -2459190.000000 Penalty: 5008.089844
	Iteration 70Q: 3 clusters Score -2459190 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17410 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2459186.250000 Penalty: 5008.089844
	Iteration 71Q: 3 clusters Score -2459186 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2459190.250000 Penalty: 5008.089844
	Iteration 72Q: 3 clusters Score -2459190 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -2459194.750000 Penalty: 5008.089844
	Iteration 73Q: 3 clusters Score -2459195 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2459196.250000 Penalty: 5008.089844
	Iteration 74Q: 3 clusters Score -2459196 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2459197.000000 Penalty: 5008.089844
	Iteration 75Q: 3 clusters Score -2459197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 6733 members 
Entering Unmasked Estep 
Score: -2459206.000000 Penalty: 5008.089844
	Iteration 76Q: 3 clusters Score -2459206 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -2459204.000000 Penalty: 5008.089844
	Iteration 77Q: 3 clusters Score -2459204 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -2459207.500000 Penalty: 5008.089844
	Iteration 78Q: 3 clusters Score -2459208 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2459215.000000 Penalty: 5008.089844
	Iteration 79Q: 3 clusters Score -2459215 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -2459212.250000 Penalty: 5008.089844
	Iteration 80F: 3 clusters Score -2459212 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -2459209.750000 Penalty: 5008.089844
	Iteration 81Q: 3 clusters Score -2459210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -2459221.000000 Penalty: 5008.089844
	Iteration 82Q: 3 clusters Score -2459221 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2459216.000000 Penalty: 5008.089844
	Iteration 83Q: 3 clusters Score -2459216 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 6578 members 
Entering Unmasked Estep 
Score: -2459213.250000 Penalty: 5008.089844
	Iteration 84Q: 3 clusters Score -2459213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -2459213.750000 Penalty: 5008.089844
	Iteration 85Q: 3 clusters Score -2459214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17717 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2459216.000000 Penalty: 5008.089844
	Iteration 86Q: 3 clusters Score -2459216 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -2459222.750000 Penalty: 5008.089844
	Iteration 87Q: 3 clusters Score -2459223 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -2459230.250000 Penalty: 5008.089844
	Iteration 88Q: 3 clusters Score -2459230 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 6483 members 
Entering Unmasked Estep 
Score: -2459233.000000 Penalty: 5008.089844
	Iteration 89Q: 3 clusters Score -2459233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17813 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2459240.000000 Penalty: 5008.089844
	Iteration 90Q: 3 clusters Score -2459240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2459241.500000 Penalty: 5008.089844
	Iteration 91Q: 3 clusters Score -2459242 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -2459245.000000 Penalty: 5008.089844
	Iteration 92Q: 3 clusters Score -2459245 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2459241.500000 Penalty: 5008.089844
	Iteration 93Q: 3 clusters Score -2459242 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 6360 members 
Entering Unmasked Estep 
Score: -2459242.250000 Penalty: 5008.089844
	Iteration 94Q: 3 clusters Score -2459242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -2459249.250000 Penalty: 5008.089844
	Iteration 95Q: 3 clusters Score -2459249 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2459250.250000 Penalty: 5008.089844
	Iteration 96Q: 3 clusters Score -2459250 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -2459246.750000 Penalty: 5008.089844
	Iteration 97Q: 3 clusters Score -2459247 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18009 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -2459247.250000 Penalty: 5008.089844
	Iteration 98Q: 3 clusters Score -2459247 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -2459246.000000 Penalty: 5008.089844
	Iteration 99Q: 3 clusters Score -2459246 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -2459244.500000 Penalty: 5008.089844
	Iteration 100F: 3 clusters Score -2459244 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18102 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -2459249.500000 Penalty: 5008.089844
	Iteration 101Q: 3 clusters Score -2459250 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -2459249.750000 Penalty: 5008.089844
	Iteration 102Q: 3 clusters Score -2459250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -2459252.500000 Penalty: 5008.089844
	Iteration 103Q: 3 clusters Score -2459252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -2459260.250000 Penalty: 5008.089844
	Iteration 104Q: 3 clusters Score -2459260 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2459275.250000 Penalty: 5008.089844
	Iteration 105Q: 3 clusters Score -2459275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -2459276.250000 Penalty: 5008.089844
	Iteration 106Q: 3 clusters Score -2459276 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -2459283.750000 Penalty: 5008.089844
	Iteration 107Q: 3 clusters Score -2459284 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18342 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2459287.250000 Penalty: 5008.089844
	Iteration 108Q: 3 clusters Score -2459287 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 5895 members 
Entering Unmasked Estep 
Score: -2459288.000000 Penalty: 5008.089844
	Iteration 109Q: 3 clusters Score -2459288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -2459288.500000 Penalty: 5008.089844
	Iteration 110Q: 3 clusters Score -2459288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -2459288.500000 Penalty: 5008.089844
	Iteration 111Q: 3 clusters Score -2459288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -2459289.000000 Penalty: 5008.089844
	Iteration 112Q: 3 clusters Score -2459289 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -2459293.750000 Penalty: 5008.089844
	Iteration 113Q: 3 clusters Score -2459294 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2459297.000000 Penalty: 5008.089844
	Iteration 114Q: 3 clusters Score -2459297 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18493 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2459304.250000 Penalty: 5008.089844
	Iteration 115Q: 3 clusters Score -2459304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -2459303.500000 Penalty: 5008.089844
	Iteration 116Q: 3 clusters Score -2459304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -2459303.000000 Penalty: 5008.089844
	Iteration 117Q: 3 clusters Score -2459303 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -2459309.250000 Penalty: 5008.089844
	Iteration 118Q: 3 clusters Score -2459309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -2459307.750000 Penalty: 5008.089844
	Iteration 119Q: 3 clusters Score -2459308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -2459306.250000 Penalty: 5008.089844
	Iteration 120F: 3 clusters Score -2459306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2459301.500000 Penalty: 5008.089844
	Iteration 121Q: 3 clusters Score -2459302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -2459299.500000 Penalty: 5008.089844
	Iteration 122Q: 3 clusters Score -2459300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18573 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -2459305.750000 Penalty: 5008.089844
	Iteration 123Q: 3 clusters Score -2459306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -2459305.500000 Penalty: 5008.089844
	Iteration 124Q: 3 clusters Score -2459306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -2459306.000000 Penalty: 5008.089844
	Iteration 125Q: 3 clusters Score -2459306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -2459302.000000 Penalty: 5008.089844
	Iteration 126Q: 3 clusters Score -2459302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -2459306.000000 Penalty: 5008.089844
	Iteration 127Q: 3 clusters Score -2459306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 5676 members 
Entering Unmasked Estep 
Score: -2459304.000000 Penalty: 5008.089844
	Iteration 128Q: 3 clusters Score -2459304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2459304.000000 Penalty: 5008.089844
	Iteration 129Q: 3 clusters Score -2459304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18601 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -2459305.500000 Penalty: 5008.089844
	Iteration 130Q: 3 clusters Score -2459306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2459304.750000 Penalty: 5008.089844
	Iteration 131Q: 3 clusters Score -2459305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18610 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -2459309.500000 Penalty: 5008.089844
	Iteration 132Q: 3 clusters Score -2459310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -2459311.750000 Penalty: 5008.089844
	Iteration 133Q: 3 clusters Score -2459312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -2459310.250000 Penalty: 5008.089844
	Iteration 134Q: 3 clusters Score -2459310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2459311.000000 Penalty: 5008.089844
	Iteration 135Q: 3 clusters Score -2459311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2459308.250000 Penalty: 5008.089844
	Iteration 136Q: 3 clusters Score -2459308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2459308.250000 Penalty: 5008.089844
	Iteration 137F: 3 clusters Score -2459308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Entering Unmasked Estep 
Score: -773146.875000 Penalty: 2225.673828
	Iteration 0F: 2 clusters Score -773146.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -766774.687500 Penalty: 4451.347656
	Iteration 0F: 3 clusters Score -766774.7 nChanged 3198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -768669.875000 Penalty: 4451.347656
	Iteration 1F: 3 clusters Score -768669.9 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -769103.125000 Penalty: 4451.347656
	Iteration 2F: 3 clusters Score -769103.1 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -769506.687500 Penalty: 4451.347656
	Iteration 3F: 3 clusters Score -769506.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -769963.750000 Penalty: 4451.347656
	Iteration 4F: 3 clusters Score -769963.8 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -770497.437500 Penalty: 4451.347656
	Iteration 5F: 3 clusters Score -770497.4 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -770958.500000 Penalty: 4451.347656
	Iteration 6F: 3 clusters Score -770958.5 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -771287.687500 Penalty: 4451.347656
	Iteration 7F: 3 clusters Score -771287.7 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -771485.562500 Penalty: 4451.347656
	Iteration 8Q: 3 clusters Score -771485.6 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -771605.062500 Penalty: 4451.347656
	Iteration 9Q: 3 clusters Score -771605.1 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -771682.875000 Penalty: 4451.347656
	Iteration 10Q: 3 clusters Score -771682.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -771737.687500 Penalty: 4451.347656
	Iteration 11Q: 3 clusters Score -771737.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -771785.937500 Penalty: 4451.347656
	Iteration 12Q: 3 clusters Score -771785.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3248 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -771826.375000 Penalty: 4451.347656
	Iteration 13Q: 3 clusters Score -771826.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -771852.687500 Penalty: 4451.347656
	Iteration 14Q: 3 clusters Score -771852.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -771870.312500 Penalty: 4451.347656
	Iteration 15Q: 3 clusters Score -771870.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -771884.312500 Penalty: 4451.347656
	Iteration 16Q: 3 clusters Score -771884.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -771893.812500 Penalty: 4451.347656
	Iteration 17Q: 3 clusters Score -771893.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -771900.687500 Penalty: 4451.347656
	Iteration 18Q: 3 clusters Score -771900.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -771904.937500 Penalty: 4451.347656
	Iteration 19Q: 3 clusters Score -771904.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -771906.937500 Penalty: 4451.347656
	Iteration 20F: 3 clusters Score -771906.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -771910.250000 Penalty: 4451.347656
	Iteration 21Q: 3 clusters Score -771910.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -771913.812500 Penalty: 4451.347656
	Iteration 22Q: 3 clusters Score -771913.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -771916.562500 Penalty: 4451.347656
	Iteration 23Q: 3 clusters Score -771916.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -771917.875000 Penalty: 4451.347656
	Iteration 24Q: 3 clusters Score -771917.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -771917.125000 Penalty: 4451.347656
	Iteration 25Q: 3 clusters Score -771917.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -771918.500000 Penalty: 4451.347656
	Iteration 26Q: 3 clusters Score -771918.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -771918.937500 Penalty: 4451.347656
	Iteration 27Q: 3 clusters Score -771918.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -771920.312500 Penalty: 4451.347656
	Iteration 28Q: 3 clusters Score -771920.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -771922.562500 Penalty: 4451.347656
	Iteration 29Q: 3 clusters Score -771922.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -771921.562500 Penalty: 4451.347656
	Iteration 30Q: 3 clusters Score -771921.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -771921.812500 Penalty: 4451.347656
	Iteration 31Q: 3 clusters Score -771921.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -771921.812500 Penalty: 4451.347656
	Iteration 32F: 3 clusters Score -771921.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -42044.890625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -42044.89 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 233 members 
Entering Unmasked Estep 
Score: -40587.519531 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40587.52 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40743.949219 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40743.95 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40805.675781 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -40805.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -40845.566406 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -40845.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40879.750000 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -40879.75 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40898.156250 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -40898.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40903.773438 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -40903.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40905.425781 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -40905.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40905.425781 Penalty: 3020.166260
	Iteration 8F: 3 clusters Score -40905.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -245299.265625 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -245299.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -242558.562500 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -242558.6 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -243605.109375 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -243605.1 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -243938.218750 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -243938.2 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -244208.984375 Penalty: 3846.435547
	Iteration 3F: 3 clusters Score -244209 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -244472.906250 Penalty: 3846.435547
	Iteration 4F: 3 clusters Score -244472.9 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -244667.265625 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -244667.3 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -244805.046875 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -244805 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -244872.250000 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -244872.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -244927.687500 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -244927.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -244970.953125 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -244971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -245016.718750 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -245016.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -245072.640625 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -245072.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -245196.125000 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -245196.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -245379.296875 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -245379.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -245573.656250 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -245573.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -245665.671875 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -245665.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -245730.359375 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -245730.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -245767.921875 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -245767.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -245799.250000 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -245799.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -245839.578125 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -245839.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -245880.609375 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -245880.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -245913.718750 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -245913.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -245926.671875 Penalty: 3846.435547
	Iteration 22Q: 3 clusters Score -245926.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -245929.687500 Penalty: 3846.435547
	Iteration 23Q: 3 clusters Score -245929.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -245930.171875 Penalty: 3846.435547
	Iteration 24Q: 3 clusters Score -245930.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -245930.171875 Penalty: 3846.435547
	Iteration 25F: 3 clusters Score -245930.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 1664 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 132663 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 250954 members 
Mstep: Class 9 contains 78830 members 
Mstep: Class 10 contains 11536 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 163030 members 
Mstep: Class 14 contains 16234 members 
Mstep: Class 15 contains 19316 members 
Mstep: Class 16 contains 190072 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202341 members 
Mstep: Class 19 contains 26500 members 
Mstep: Class 20 contains 13451 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11967 members 
Mstep: Class 23 contains 10176 members 
Mstep: Class 24 contains 217709 members 
Mstep: Class 25 contains 2521 members 
Mstep: Class 26 contains 669 members 
Entering Unmasked Estep 
Score: -161427264.000000 Penalty: 91337.375000
Splitting cluster 4 changes total score from -161428352.000000 to -161427264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -50657.558594 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -50657.56 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 256 members 
Entering Unmasked Estep 
Score: -49146.117188 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -49146.12 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49293.503906 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -49293.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -49316.011719 Penalty: 3078.461670
	Iteration 2Q: 3 clusters Score -49316.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49318.187500 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -49318.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49319.937500 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -49319.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -49319.937500 Penalty: 3078.461670
	Iteration 5F: 3 clusters Score -49319.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (132663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132663 members 
Entering Unmasked Estep 
Score: -15687687.000000 Penalty: 2925.300781
	Iteration 0F: 2 clusters Score -1.568769e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66426 members 
Mstep: Class 2 contains 66237 members 
Entering Unmasked Estep 
Score: -15598939.000000 Penalty: 5850.601562
	Iteration 0F: 3 clusters Score -1.559894e+07 nChanged 62848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66592 members 
Mstep: Class 2 contains 66071 members 
Entering Unmasked Estep 
Score: -15635349.000000 Penalty: 5850.601562
	Iteration 1F: 3 clusters Score -1.563535e+07 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66667 members 
Mstep: Class 2 contains 65996 members 
Entering Unmasked Estep 
Score: -15636211.000000 Penalty: 5850.601562
	Iteration 2Q: 3 clusters Score -1.563621e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -15637422.000000 Penalty: 5850.601562
	Iteration 3Q: 3 clusters Score -1.563742e+07 nChanged 4696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66855 members 
Mstep: Class 2 contains 65808 members 
Entering Unmasked Estep 
Score: -15639128.000000 Penalty: 5850.601562
	Iteration 4Q: 3 clusters Score -1.563913e+07 nChanged 5550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66761 members 
Mstep: Class 2 contains 65902 members 
Entering Unmasked Estep 
Score: -15641670.000000 Penalty: 5850.601562
	Iteration 5Q: 3 clusters Score -1.564167e+07 nChanged 6619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -15645411.000000 Penalty: 5850.601562
	Iteration 6Q: 3 clusters Score -1.564541e+07 nChanged 7977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65319 members 
Mstep: Class 2 contains 67344 members 
Entering Unmasked Estep 
Score: -15650591.000000 Penalty: 5850.601562
	Iteration 7F: 3 clusters Score -1.565059e+07 nChanged 9058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63467 members 
Mstep: Class 2 contains 69196 members 
Entering Unmasked Estep 
Score: -15657446.000000 Penalty: 5850.601562
	Iteration 8F: 3 clusters Score -1.565745e+07 nChanged 9335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61302 members 
Mstep: Class 2 contains 71361 members 
Entering Unmasked Estep 
Score: -15664191.000000 Penalty: 5850.601562
	Iteration 9F: 3 clusters Score -1.566419e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 73291 members 
Entering Unmasked Estep 
Score: -15668274.000000 Penalty: 5850.601562
	Iteration 10F: 3 clusters Score -1.566827e+07 nChanged 4864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57676 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -15669957.000000 Penalty: 5850.601562
	Iteration 11Q: 3 clusters Score -1.566996e+07 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56046 members 
Mstep: Class 2 contains 76617 members 
Entering Unmasked Estep 
Score: -15670769.000000 Penalty: 5850.601562
	Iteration 12Q: 3 clusters Score -1.567077e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54405 members 
Mstep: Class 2 contains 78258 members 
Entering Unmasked Estep 
Score: -15671325.000000 Penalty: 5850.601562
	Iteration 13Q: 3 clusters Score -1.567132e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52737 members 
Mstep: Class 2 contains 79926 members 
Entering Unmasked Estep 
Score: -15671724.000000 Penalty: 5850.601562
	Iteration 14Q: 3 clusters Score -1.567172e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51015 members 
Mstep: Class 2 contains 81648 members 
Entering Unmasked Estep 
Score: -15672251.000000 Penalty: 5850.601562
	Iteration 15Q: 3 clusters Score -1.567225e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49233 members 
Mstep: Class 2 contains 83430 members 
Entering Unmasked Estep 
Score: -15672780.000000 Penalty: 5850.601562
	Iteration 16Q: 3 clusters Score -1.567278e+07 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47435 members 
Mstep: Class 2 contains 85228 members 
Entering Unmasked Estep 
Score: -15673301.000000 Penalty: 5850.601562
	Iteration 17Q: 3 clusters Score -1.56733e+07 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45671 members 
Mstep: Class 2 contains 86992 members 
Entering Unmasked Estep 
Score: -15673797.000000 Penalty: 5850.601562
	Iteration 18Q: 3 clusters Score -1.56738e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43941 members 
Mstep: Class 2 contains 88722 members 
Entering Unmasked Estep 
Score: -15674380.000000 Penalty: 5850.601562
	Iteration 19Q: 3 clusters Score -1.567438e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 90559 members 
Entering Unmasked Estep 
Score: -15674878.000000 Penalty: 5850.601562
	Iteration 20F: 3 clusters Score -1.567488e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40237 members 
Mstep: Class 2 contains 92426 members 
Entering Unmasked Estep 
Score: -15675339.000000 Penalty: 5850.601562
	Iteration 21Q: 3 clusters Score -1.567534e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 94334 members 
Entering Unmasked Estep 
Score: -15675795.000000 Penalty: 5850.601562
	Iteration 22Q: 3 clusters Score -1.56758e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36393 members 
Mstep: Class 2 contains 96270 members 
Entering Unmasked Estep 
Score: -15676311.000000 Penalty: 5850.601562
	Iteration 23Q: 3 clusters Score -1.567631e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34524 members 
Mstep: Class 2 contains 98139 members 
Entering Unmasked Estep 
Score: -15676806.000000 Penalty: 5850.601562
	Iteration 24Q: 3 clusters Score -1.567681e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 100028 members 
Entering Unmasked Estep 
Score: -15677344.000000 Penalty: 5850.601562
	Iteration 25Q: 3 clusters Score -1.567734e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30753 members 
Mstep: Class 2 contains 101910 members 
Entering Unmasked Estep 
Score: -15677895.000000 Penalty: 5850.601562
	Iteration 26Q: 3 clusters Score -1.56779e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 103714 members 
Entering Unmasked Estep 
Score: -15678352.000000 Penalty: 5850.601562
	Iteration 27Q: 3 clusters Score -1.567835e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 105494 members 
Entering Unmasked Estep 
Score: -15678849.000000 Penalty: 5850.601562
	Iteration 28Q: 3 clusters Score -1.567885e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 107216 members 
Entering Unmasked Estep 
Score: -15679380.000000 Penalty: 5850.601562
	Iteration 29Q: 3 clusters Score -1.567938e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 108954 members 
Entering Unmasked Estep 
Score: -15679969.000000 Penalty: 5850.601562
	Iteration 30Q: 3 clusters Score -1.567997e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22064 members 
Mstep: Class 2 contains 110599 members 
Entering Unmasked Estep 
Score: -15680389.000000 Penalty: 5850.601562
	Iteration 31Q: 3 clusters Score -1.568039e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 112236 members 
Entering Unmasked Estep 
Score: -15680871.000000 Penalty: 5850.601562
	Iteration 32Q: 3 clusters Score -1.568087e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18864 members 
Mstep: Class 2 contains 113799 members 
Entering Unmasked Estep 
Score: -15681223.000000 Penalty: 5850.601562
	Iteration 33Q: 3 clusters Score -1.568122e+07 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 115345 members 
Entering Unmasked Estep 
Score: -15681779.000000 Penalty: 5850.601562
	Iteration 34Q: 3 clusters Score -1.568178e+07 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15889 members 
Mstep: Class 2 contains 116774 members 
Entering Unmasked Estep 
Score: -15682203.000000 Penalty: 5850.601562
	Iteration 35Q: 3 clusters Score -1.56822e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 118181 members 
Entering Unmasked Estep 
Score: -15682696.000000 Penalty: 5850.601562
	Iteration 36Q: 3 clusters Score -1.56827e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13176 members 
Mstep: Class 2 contains 119487 members 
Entering Unmasked Estep 
Score: -15683209.000000 Penalty: 5850.601562
	Iteration 37Q: 3 clusters Score -1.568321e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11965 members 
Mstep: Class 2 contains 120698 members 
Entering Unmasked Estep 
Score: -15683666.000000 Penalty: 5850.601562
	Iteration 38Q: 3 clusters Score -1.568367e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10863 members 
Mstep: Class 2 contains 121800 members 
Entering Unmasked Estep 
Score: -15684003.000000 Penalty: 5850.601562
	Iteration 39Q: 3 clusters Score -1.5684e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 122785 members 
Entering Unmasked Estep 
Score: -15684317.000000 Penalty: 5850.601562
	Iteration 40F: 3 clusters Score -1.568432e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 123672 members 
Entering Unmasked Estep 
Score: -15684526.000000 Penalty: 5850.601562
	Iteration 41Q: 3 clusters Score -1.568453e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 124448 members 
Entering Unmasked Estep 
Score: -15684783.000000 Penalty: 5850.601562
	Iteration 42Q: 3 clusters Score -1.568478e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 125136 members 
Entering Unmasked Estep 
Score: -15684980.000000 Penalty: 5850.601562
	Iteration 43Q: 3 clusters Score -1.568498e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 125685 members 
Entering Unmasked Estep 
Score: -15685105.000000 Penalty: 5850.601562
	Iteration 44Q: 3 clusters Score -1.56851e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 126185 members 
Entering Unmasked Estep 
Score: -15685245.000000 Penalty: 5850.601562
	Iteration 45Q: 3 clusters Score -1.568524e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 126657 members 
Entering Unmasked Estep 
Score: -15685382.000000 Penalty: 5850.601562
	Iteration 46Q: 3 clusters Score -1.568538e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 127058 members 
Entering Unmasked Estep 
Score: -15685511.000000 Penalty: 5850.601562
	Iteration 47Q: 3 clusters Score -1.568551e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 127406 members 
Entering Unmasked Estep 
Score: -15685598.000000 Penalty: 5850.601562
	Iteration 48Q: 3 clusters Score -1.56856e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 127733 members 
Entering Unmasked Estep 
Score: -15685683.000000 Penalty: 5850.601562
	Iteration 49Q: 3 clusters Score -1.568568e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 127975 members 
Entering Unmasked Estep 
Score: -15685739.000000 Penalty: 5850.601562
	Iteration 50Q: 3 clusters Score -1.568574e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 128194 members 
Entering Unmasked Estep 
Score: -15685798.000000 Penalty: 5850.601562
	Iteration 51Q: 3 clusters Score -1.56858e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4287 members 
Mstep: Class 2 contains 128376 members 
Entering Unmasked Estep 
Score: -15685845.000000 Penalty: 5850.601562
	Iteration 52Q: 3 clusters Score -1.568584e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 128555 members 
Entering Unmasked Estep 
Score: -15685865.000000 Penalty: 5850.601562
	Iteration 53Q: 3 clusters Score -1.568586e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 128714 members 
Entering Unmasked Estep 
Score: -15685916.000000 Penalty: 5850.601562
	Iteration 54Q: 3 clusters Score -1.568592e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 128842 members 
Entering Unmasked Estep 
Score: -15685927.000000 Penalty: 5850.601562
	Iteration 55Q: 3 clusters Score -1.568593e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 128950 members 
Entering Unmasked Estep 
Score: -15685915.000000 Penalty: 5850.601562
	Iteration 56Q: 3 clusters Score -1.568592e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 129043 members 
Entering Unmasked Estep 
Score: -15685938.000000 Penalty: 5850.601562
	Iteration 57Q: 3 clusters Score -1.568594e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 129137 members 
Entering Unmasked Estep 
Score: -15685952.000000 Penalty: 5850.601562
	Iteration 58Q: 3 clusters Score -1.568595e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 129216 members 
Entering Unmasked Estep 
Score: -15685943.000000 Penalty: 5850.601562
	Iteration 59Q: 3 clusters Score -1.568594e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 129286 members 
Entering Unmasked Estep 
Score: -15685973.000000 Penalty: 5850.601562
	Iteration 60F: 3 clusters Score -1.568597e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 129359 members 
Entering Unmasked Estep 
Score: -15685990.000000 Penalty: 5850.601562
	Iteration 61Q: 3 clusters Score -1.568599e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 129425 members 
Entering Unmasked Estep 
Score: -15685993.000000 Penalty: 5850.601562
	Iteration 62Q: 3 clusters Score -1.568599e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 129489 members 
Entering Unmasked Estep 
Score: -15686053.000000 Penalty: 5850.601562
	Iteration 63Q: 3 clusters Score -1.568605e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 129545 members 
Entering Unmasked Estep 
Score: -15686069.000000 Penalty: 5850.601562
	Iteration 64Q: 3 clusters Score -1.568607e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 129587 members 
Entering Unmasked Estep 
Score: -15686075.000000 Penalty: 5850.601562
	Iteration 65Q: 3 clusters Score -1.568608e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 129619 members 
Entering Unmasked Estep 
Score: -15686074.000000 Penalty: 5850.601562
	Iteration 66Q: 3 clusters Score -1.568607e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 129645 members 
Entering Unmasked Estep 
Score: -15686091.000000 Penalty: 5850.601562
	Iteration 67Q: 3 clusters Score -1.568609e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 129673 members 
Entering Unmasked Estep 
Score: -15686083.000000 Penalty: 5850.601562
	Iteration 68Q: 3 clusters Score -1.568608e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 129706 members 
Entering Unmasked Estep 
Score: -15686099.000000 Penalty: 5850.601562
	Iteration 69Q: 3 clusters Score -1.56861e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 129728 members 
Entering Unmasked Estep 
Score: -15686094.000000 Penalty: 5850.601562
	Iteration 70Q: 3 clusters Score -1.568609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 129751 members 
Entering Unmasked Estep 
Score: -15686080.000000 Penalty: 5850.601562
	Iteration 71Q: 3 clusters Score -1.568608e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 129770 members 
Entering Unmasked Estep 
Score: -15686088.000000 Penalty: 5850.601562
	Iteration 72Q: 3 clusters Score -1.568609e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 129787 members 
Entering Unmasked Estep 
Score: -15686075.000000 Penalty: 5850.601562
	Iteration 73Q: 3 clusters Score -1.568608e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 129810 members 
Entering Unmasked Estep 
Score: -15686072.000000 Penalty: 5850.601562
	Iteration 74Q: 3 clusters Score -1.568607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 129826 members 
Entering Unmasked Estep 
Score: -15686092.000000 Penalty: 5850.601562
	Iteration 75Q: 3 clusters Score -1.568609e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 129840 members 
Entering Unmasked Estep 
Score: -15686103.000000 Penalty: 5850.601562
	Iteration 76Q: 3 clusters Score -1.56861e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 129847 members 
Entering Unmasked Estep 
Score: -15686094.000000 Penalty: 5850.601562
	Iteration 77Q: 3 clusters Score -1.568609e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 129855 members 
Entering Unmasked Estep 
Score: -15686115.000000 Penalty: 5850.601562
	Iteration 78Q: 3 clusters Score -1.568612e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 129867 members 
Entering Unmasked Estep 
Score: -15686134.000000 Penalty: 5850.601562
	Iteration 79Q: 3 clusters Score -1.568613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 129875 members 
Entering Unmasked Estep 
Score: -15686116.000000 Penalty: 5850.601562
	Iteration 80F: 3 clusters Score -1.568612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 129889 members 
Entering Unmasked Estep 
Score: -15686134.000000 Penalty: 5850.601562
	Iteration 81Q: 3 clusters Score -1.568613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 129903 members 
Entering Unmasked Estep 
Score: -15686131.000000 Penalty: 5850.601562
	Iteration 82Q: 3 clusters Score -1.568613e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 129914 members 
Entering Unmasked Estep 
Score: -15686130.000000 Penalty: 5850.601562
	Iteration 83Q: 3 clusters Score -1.568613e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 129928 members 
Entering Unmasked Estep 
Score: -15686144.000000 Penalty: 5850.601562
	Iteration 84Q: 3 clusters Score -1.568614e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 129941 members 
Entering Unmasked Estep 
Score: -15686135.000000 Penalty: 5850.601562
	Iteration 85Q: 3 clusters Score -1.568614e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 129952 members 
Entering Unmasked Estep 
Score: -15686134.000000 Penalty: 5850.601562
	Iteration 86Q: 3 clusters Score -1.568613e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 129961 members 
Entering Unmasked Estep 
Score: -15686139.000000 Penalty: 5850.601562
	Iteration 87Q: 3 clusters Score -1.568614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 129963 members 
Entering Unmasked Estep 
Score: -15686137.000000 Penalty: 5850.601562
	Iteration 88Q: 3 clusters Score -1.568614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 129967 members 
Entering Unmasked Estep 
Score: -15686141.000000 Penalty: 5850.601562
	Iteration 89Q: 3 clusters Score -1.568614e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 129971 members 
Entering Unmasked Estep 
Score: -15686144.000000 Penalty: 5850.601562
	Iteration 90Q: 3 clusters Score -1.568614e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 129973 members 
Entering Unmasked Estep 
Score: -15686149.000000 Penalty: 5850.601562
	Iteration 91Q: 3 clusters Score -1.568615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 129976 members 
Entering Unmasked Estep 
Score: -15686158.000000 Penalty: 5850.601562
	Iteration 92Q: 3 clusters Score -1.568616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 129980 members 
Entering Unmasked Estep 
Score: -15686153.000000 Penalty: 5850.601562
	Iteration 93Q: 3 clusters Score -1.568615e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 129981 members 
Entering Unmasked Estep 
Score: -15686145.000000 Penalty: 5850.601562
	Iteration 94Q: 3 clusters Score -1.568614e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 129982 members 
Entering Unmasked Estep 
Score: -15686159.000000 Penalty: 5850.601562
	Iteration 95Q: 3 clusters Score -1.568616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 129986 members 
Entering Unmasked Estep 
Score: -15686157.000000 Penalty: 5850.601562
	Iteration 96Q: 3 clusters Score -1.568616e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 129988 members 
Entering Unmasked Estep 
Score: -15686168.000000 Penalty: 5850.601562
	Iteration 97Q: 3 clusters Score -1.568617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 129990 members 
Entering Unmasked Estep 
Score: -15686171.000000 Penalty: 5850.601562
	Iteration 98Q: 3 clusters Score -1.568617e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 129992 members 
Entering Unmasked Estep 
Score: -15686162.000000 Penalty: 5850.601562
	Iteration 99Q: 3 clusters Score -1.568616e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 129997 members 
Entering Unmasked Estep 
Score: -15686164.000000 Penalty: 5850.601562
	Iteration 100F: 3 clusters Score -1.568616e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 130001 members 
Entering Unmasked Estep 
Score: -15686156.000000 Penalty: 5850.601562
	Iteration 101Q: 3 clusters Score -1.568616e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 130000 members 
Entering Unmasked Estep 
Score: -15686155.000000 Penalty: 5850.601562
	Iteration 102Q: 3 clusters Score -1.568616e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 130000 members 
Entering Unmasked Estep 
Score: -15686155.000000 Penalty: 5850.601562
	Iteration 103F: 3 clusters Score -1.568616e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Entering Unmasked Estep 
Score: -404053.687500 Penalty: 2028.163330
	Iteration 0F: 2 clusters Score -404053.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -400479.656250 Penalty: 4056.326660
	Iteration 0F: 3 clusters Score -400479.7 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -401192.000000 Penalty: 4056.326660
	Iteration 1F: 3 clusters Score -401192 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -401347.781250 Penalty: 4056.326660
	Iteration 2F: 3 clusters Score -401347.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -401442.218750 Penalty: 4056.326660
	Iteration 3Q: 3 clusters Score -401442.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -401513.906250 Penalty: 4056.326660
	Iteration 4Q: 3 clusters Score -401513.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -401565.593750 Penalty: 4056.326660
	Iteration 5Q: 3 clusters Score -401565.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -401610.093750 Penalty: 4056.326660
	Iteration 6Q: 3 clusters Score -401610.1 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -401640.687500 Penalty: 4056.326660
	Iteration 7Q: 3 clusters Score -401640.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -401665.906250 Penalty: 4056.326660
	Iteration 8Q: 3 clusters Score -401665.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -401681.718750 Penalty: 4056.326660
	Iteration 9Q: 3 clusters Score -401681.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -401695.562500 Penalty: 4056.326660
	Iteration 10Q: 3 clusters Score -401695.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -401708.687500 Penalty: 4056.326660
	Iteration 11Q: 3 clusters Score -401708.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -401721.031250 Penalty: 4056.326660
	Iteration 12Q: 3 clusters Score -401721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -401730.093750 Penalty: 4056.326660
	Iteration 13Q: 3 clusters Score -401730.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -401737.593750 Penalty: 4056.326660
	Iteration 14Q: 3 clusters Score -401737.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -401743.250000 Penalty: 4056.326660
	Iteration 15Q: 3 clusters Score -401743.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -401750.031250 Penalty: 4056.326660
	Iteration 16Q: 3 clusters Score -401750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -401753.000000 Penalty: 4056.326660
	Iteration 17Q: 3 clusters Score -401753 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -401757.968750 Penalty: 4056.326660
	Iteration 18Q: 3 clusters Score -401758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -401761.968750 Penalty: 4056.326660
	Iteration 19Q: 3 clusters Score -401762 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -401766.468750 Penalty: 4056.326660
	Iteration 20F: 3 clusters Score -401766.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -401771.000000 Penalty: 4056.326660
	Iteration 21Q: 3 clusters Score -401771 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -401775.812500 Penalty: 4056.326660
	Iteration 22Q: 3 clusters Score -401775.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -401780.250000 Penalty: 4056.326660
	Iteration 23Q: 3 clusters Score -401780.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -401783.062500 Penalty: 4056.326660
	Iteration 24Q: 3 clusters Score -401783.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -401791.312500 Penalty: 4056.326660
	Iteration 25Q: 3 clusters Score -401791.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -401795.406250 Penalty: 4056.326660
	Iteration 26Q: 3 clusters Score -401795.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -401799.343750 Penalty: 4056.326660
	Iteration 27Q: 3 clusters Score -401799.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -401805.843750 Penalty: 4056.326660
	Iteration 28Q: 3 clusters Score -401805.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -401811.812500 Penalty: 4056.326660
	Iteration 29Q: 3 clusters Score -401811.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -401818.812500 Penalty: 4056.326660
	Iteration 30Q: 3 clusters Score -401818.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -401824.718750 Penalty: 4056.326660
	Iteration 31Q: 3 clusters Score -401824.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -401830.000000 Penalty: 4056.326660
	Iteration 32Q: 3 clusters Score -401830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -401833.656250 Penalty: 4056.326660
	Iteration 33Q: 3 clusters Score -401833.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -401837.343750 Penalty: 4056.326660
	Iteration 34Q: 3 clusters Score -401837.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -401841.781250 Penalty: 4056.326660
	Iteration 35Q: 3 clusters Score -401841.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -401846.500000 Penalty: 4056.326660
	Iteration 36Q: 3 clusters Score -401846.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -401851.593750 Penalty: 4056.326660
	Iteration 37Q: 3 clusters Score -401851.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -401855.906250 Penalty: 4056.326660
	Iteration 38Q: 3 clusters Score -401855.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -401857.656250 Penalty: 4056.326660
	Iteration 39Q: 3 clusters Score -401857.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -401860.468750 Penalty: 4056.326660
	Iteration 40F: 3 clusters Score -401860.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -401862.343750 Penalty: 4056.326660
	Iteration 41Q: 3 clusters Score -401862.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -401864.531250 Penalty: 4056.326660
	Iteration 42Q: 3 clusters Score -401864.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -401866.375000 Penalty: 4056.326660
	Iteration 43Q: 3 clusters Score -401866.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -401867.625000 Penalty: 4056.326660
	Iteration 44Q: 3 clusters Score -401867.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -401869.500000 Penalty: 4056.326660
	Iteration 45Q: 3 clusters Score -401869.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -401871.281250 Penalty: 4056.326660
	Iteration 46Q: 3 clusters Score -401871.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -401872.125000 Penalty: 4056.326660
	Iteration 47Q: 3 clusters Score -401872.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -401874.312500 Penalty: 4056.326660
	Iteration 48Q: 3 clusters Score -401874.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -401875.093750 Penalty: 4056.326660
	Iteration 49Q: 3 clusters Score -401875.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -401878.218750 Penalty: 4056.326660
	Iteration 50Q: 3 clusters Score -401878.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -401879.625000 Penalty: 4056.326660
	Iteration 51Q: 3 clusters Score -401879.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -401881.312500 Penalty: 4056.326660
	Iteration 52Q: 3 clusters Score -401881.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -401882.343750 Penalty: 4056.326660
	Iteration 53Q: 3 clusters Score -401882.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -401882.875000 Penalty: 4056.326660
	Iteration 54Q: 3 clusters Score -401882.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -401884.406250 Penalty: 4056.326660
	Iteration 55Q: 3 clusters Score -401884.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -401885.656250 Penalty: 4056.326660
	Iteration 56Q: 3 clusters Score -401885.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -401885.562500 Penalty: 4056.326660
	Iteration 57Q: 3 clusters Score -401885.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -401885.562500 Penalty: 4056.326660
	Iteration 58F: 3 clusters Score -401885.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (250954 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250954 members 
Entering Unmasked Estep 
Score: -29464112.000000 Penalty: 3083.390381
	Iteration 0F: 2 clusters Score -2.946411e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125553 members 
Mstep: Class 2 contains 125401 members 
Entering Unmasked Estep 
Score: -29306468.000000 Penalty: 6166.780762
	Iteration 0F: 3 clusters Score -2.930647e+07 nChanged 121070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127015 members 
Mstep: Class 2 contains 123939 members 
Entering Unmasked Estep 
Score: -29377440.000000 Penalty: 6166.780762
	Iteration 1F: 3 clusters Score -2.937744e+07 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127992 members 
Mstep: Class 2 contains 122962 members 
Entering Unmasked Estep 
Score: -29378668.000000 Penalty: 6166.780762
	Iteration 2Q: 3 clusters Score -2.937867e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129704 members 
Mstep: Class 2 contains 121250 members 
Entering Unmasked Estep 
Score: -29380464.000000 Penalty: 6166.780762
	Iteration 3Q: 3 clusters Score -2.938046e+07 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132575 members 
Mstep: Class 2 contains 118379 members 
Entering Unmasked Estep 
Score: -29382836.000000 Penalty: 6166.780762
	Iteration 4Q: 3 clusters Score -2.938284e+07 nChanged 10305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137266 members 
Mstep: Class 2 contains 113688 members 
Entering Unmasked Estep 
Score: -29387194.000000 Penalty: 6166.780762
	Iteration 5Q: 3 clusters Score -2.938719e+07 nChanged 13410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144656 members 
Mstep: Class 2 contains 106298 members 
Entering Unmasked Estep 
Score: -29394296.000000 Penalty: 6166.780762
	Iteration 6F: 3 clusters Score -2.93943e+07 nChanged 16648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155082 members 
Mstep: Class 2 contains 95872 members 
Entering Unmasked Estep 
Score: -29405078.000000 Penalty: 6166.780762
	Iteration 7F: 3 clusters Score -2.940508e+07 nChanged 18783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168259 members 
Mstep: Class 2 contains 82695 members 
Entering Unmasked Estep 
Score: -29419348.000000 Penalty: 6166.780762
	Iteration 8F: 3 clusters Score -2.941935e+07 nChanged 18233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182400 members 
Mstep: Class 2 contains 68554 members 
Entering Unmasked Estep 
Score: -29433188.000000 Penalty: 6166.780762
	Iteration 9F: 3 clusters Score -2.943319e+07 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194984 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -29444828.000000 Penalty: 6166.780762
	Iteration 10F: 3 clusters Score -2.944483e+07 nChanged 11260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205068 members 
Mstep: Class 2 contains 45886 members 
Entering Unmasked Estep 
Score: -29451916.000000 Penalty: 6166.780762
	Iteration 11Q: 3 clusters Score -2.945192e+07 nChanged 8149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212893 members 
Mstep: Class 2 contains 38061 members 
Entering Unmasked Estep 
Score: -29455624.000000 Penalty: 6166.780762
	Iteration 12Q: 3 clusters Score -2.945562e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219248 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -29457872.000000 Penalty: 6166.780762
	Iteration 13Q: 3 clusters Score -2.945787e+07 nChanged 5002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224154 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -29459704.000000 Penalty: 6166.780762
	Iteration 14Q: 3 clusters Score -2.94597e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227807 members 
Mstep: Class 2 contains 23147 members 
Entering Unmasked Estep 
Score: -29460714.000000 Penalty: 6166.780762
	Iteration 15Q: 3 clusters Score -2.946071e+07 nChanged 2979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230656 members 
Mstep: Class 2 contains 20298 members 
Entering Unmasked Estep 
Score: -29461354.000000 Penalty: 6166.780762
	Iteration 16Q: 3 clusters Score -2.946135e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232920 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -29461712.000000 Penalty: 6166.780762
	Iteration 17Q: 3 clusters Score -2.946171e+07 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234746 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -29462120.000000 Penalty: 6166.780762
	Iteration 18Q: 3 clusters Score -2.946212e+07 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236322 members 
Mstep: Class 2 contains 14632 members 
Entering Unmasked Estep 
Score: -29462188.000000 Penalty: 6166.780762
	Iteration 19Q: 3 clusters Score -2.946219e+07 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237648 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -29462264.000000 Penalty: 6166.780762
	Iteration 20F: 3 clusters Score -2.946226e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238790 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -29462336.000000 Penalty: 6166.780762
	Iteration 21Q: 3 clusters Score -2.946234e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239784 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -29462404.000000 Penalty: 6166.780762
	Iteration 22Q: 3 clusters Score -2.94624e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240641 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -29462480.000000 Penalty: 6166.780762
	Iteration 23Q: 3 clusters Score -2.946248e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241419 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -29462532.000000 Penalty: 6166.780762
	Iteration 24Q: 3 clusters Score -2.946253e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242082 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -29462556.000000 Penalty: 6166.780762
	Iteration 25Q: 3 clusters Score -2.946256e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242674 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -29462502.000000 Penalty: 6166.780762
	Iteration 26Q: 3 clusters Score -2.94625e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243193 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -29462416.000000 Penalty: 6166.780762
	Iteration 27Q: 3 clusters Score -2.946242e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243672 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -29462372.000000 Penalty: 6166.780762
	Iteration 28Q: 3 clusters Score -2.946237e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244082 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -29462360.000000 Penalty: 6166.780762
	Iteration 29Q: 3 clusters Score -2.946236e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244468 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -29462304.000000 Penalty: 6166.780762
	Iteration 30Q: 3 clusters Score -2.94623e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244797 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -29462272.000000 Penalty: 6166.780762
	Iteration 31Q: 3 clusters Score -2.946227e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245087 members 
Mstep: Class 2 contains 5867 members 
Entering Unmasked Estep 
Score: -29462278.000000 Penalty: 6166.780762
	Iteration 32Q: 3 clusters Score -2.946228e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245359 members 
Mstep: Class 2 contains 5595 members 
Entering Unmasked Estep 
Score: -29462202.000000 Penalty: 6166.780762
	Iteration 33Q: 3 clusters Score -2.94622e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245601 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -29462230.000000 Penalty: 6166.780762
	Iteration 34Q: 3 clusters Score -2.946223e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245812 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -29462222.000000 Penalty: 6166.780762
	Iteration 35Q: 3 clusters Score -2.946222e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245994 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -29462214.000000 Penalty: 6166.780762
	Iteration 36Q: 3 clusters Score -2.946221e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246160 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -29462244.000000 Penalty: 6166.780762
	Iteration 37Q: 3 clusters Score -2.946224e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246327 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -29462224.000000 Penalty: 6166.780762
	Iteration 38Q: 3 clusters Score -2.946222e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246463 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -29462230.000000 Penalty: 6166.780762
	Iteration 39Q: 3 clusters Score -2.946223e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246586 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -29462224.000000 Penalty: 6166.780762
	Iteration 40F: 3 clusters Score -2.946222e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246694 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -29462238.000000 Penalty: 6166.780762
	Iteration 41Q: 3 clusters Score -2.946224e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246807 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -29462180.000000 Penalty: 6166.780762
	Iteration 42Q: 3 clusters Score -2.946218e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246894 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -29462196.000000 Penalty: 6166.780762
	Iteration 43Q: 3 clusters Score -2.94622e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246977 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -29462196.000000 Penalty: 6166.780762
	Iteration 44Q: 3 clusters Score -2.94622e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247058 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -29462210.000000 Penalty: 6166.780762
	Iteration 45Q: 3 clusters Score -2.946221e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247137 members 
Mstep: Class 2 contains 3817 members 
Entering Unmasked Estep 
Score: -29462180.000000 Penalty: 6166.780762
	Iteration 46Q: 3 clusters Score -2.946218e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247201 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -29462160.000000 Penalty: 6166.780762
	Iteration 47Q: 3 clusters Score -2.946216e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247281 members 
Mstep: Class 2 contains 3673 members 
Entering Unmasked Estep 
Score: -29462152.000000 Penalty: 6166.780762
	Iteration 48Q: 3 clusters Score -2.946215e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247351 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -29462130.000000 Penalty: 6166.780762
	Iteration 49Q: 3 clusters Score -2.946213e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247430 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -29462090.000000 Penalty: 6166.780762
	Iteration 50Q: 3 clusters Score -2.946209e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247499 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -29462084.000000 Penalty: 6166.780762
	Iteration 51Q: 3 clusters Score -2.946208e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247566 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -29462052.000000 Penalty: 6166.780762
	Iteration 52Q: 3 clusters Score -2.946205e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247634 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -29462028.000000 Penalty: 6166.780762
	Iteration 53Q: 3 clusters Score -2.946203e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247713 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -29461994.000000 Penalty: 6166.780762
	Iteration 54Q: 3 clusters Score -2.946199e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247783 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -29461964.000000 Penalty: 6166.780762
	Iteration 55Q: 3 clusters Score -2.946196e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247856 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -29461962.000000 Penalty: 6166.780762
	Iteration 56Q: 3 clusters Score -2.946196e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247920 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -29461998.000000 Penalty: 6166.780762
	Iteration 57Q: 3 clusters Score -2.9462e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247973 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -29461970.000000 Penalty: 6166.780762
	Iteration 58Q: 3 clusters Score -2.946197e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248018 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -29461948.000000 Penalty: 6166.780762
	Iteration 59Q: 3 clusters Score -2.946195e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248069 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -29461954.000000 Penalty: 6166.780762
	Iteration 60F: 3 clusters Score -2.946195e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248115 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -29461978.000000 Penalty: 6166.780762
	Iteration 61Q: 3 clusters Score -2.946198e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248164 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -29462016.000000 Penalty: 6166.780762
	Iteration 62Q: 3 clusters Score -2.946202e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248212 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -29462046.000000 Penalty: 6166.780762
	Iteration 63Q: 3 clusters Score -2.946205e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248249 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -29462052.000000 Penalty: 6166.780762
	Iteration 64Q: 3 clusters Score -2.946205e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248289 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -29462012.000000 Penalty: 6166.780762
	Iteration 65Q: 3 clusters Score -2.946201e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248333 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -29462034.000000 Penalty: 6166.780762
	Iteration 66Q: 3 clusters Score -2.946203e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248364 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -29461978.000000 Penalty: 6166.780762
	Iteration 67Q: 3 clusters Score -2.946198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248396 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -29461976.000000 Penalty: 6166.780762
	Iteration 68Q: 3 clusters Score -2.946198e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248426 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -29461980.000000 Penalty: 6166.780762
	Iteration 69Q: 3 clusters Score -2.946198e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248454 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -29462010.000000 Penalty: 6166.780762
	Iteration 70Q: 3 clusters Score -2.946201e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248483 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -29461992.000000 Penalty: 6166.780762
	Iteration 71Q: 3 clusters Score -2.946199e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248510 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -29461992.000000 Penalty: 6166.780762
	Iteration 72Q: 3 clusters Score -2.946199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248529 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -29462014.000000 Penalty: 6166.780762
	Iteration 73Q: 3 clusters Score -2.946201e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248549 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -29461986.000000 Penalty: 6166.780762
	Iteration 74Q: 3 clusters Score -2.946199e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248570 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -29462012.000000 Penalty: 6166.780762
	Iteration 75Q: 3 clusters Score -2.946201e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248586 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -29461990.000000 Penalty: 6166.780762
	Iteration 76Q: 3 clusters Score -2.946199e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248609 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -29462000.000000 Penalty: 6166.780762
	Iteration 77Q: 3 clusters Score -2.9462e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248632 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -29461988.000000 Penalty: 6166.780762
	Iteration 78Q: 3 clusters Score -2.946199e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248645 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -29461970.000000 Penalty: 6166.780762
	Iteration 79Q: 3 clusters Score -2.946197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248659 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -29461968.000000 Penalty: 6166.780762
	Iteration 80F: 3 clusters Score -2.946197e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248673 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -29461958.000000 Penalty: 6166.780762
	Iteration 81Q: 3 clusters Score -2.946196e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248680 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -29461960.000000 Penalty: 6166.780762
	Iteration 82Q: 3 clusters Score -2.946196e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248689 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -29461940.000000 Penalty: 6166.780762
	Iteration 83Q: 3 clusters Score -2.946194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248698 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -29461916.000000 Penalty: 6166.780762
	Iteration 84Q: 3 clusters Score -2.946192e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248706 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -29461922.000000 Penalty: 6166.780762
	Iteration 85Q: 3 clusters Score -2.946192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248710 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -29461920.000000 Penalty: 6166.780762
	Iteration 86Q: 3 clusters Score -2.946192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248716 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -29461916.000000 Penalty: 6166.780762
	Iteration 87Q: 3 clusters Score -2.946192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248722 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -29461914.000000 Penalty: 6166.780762
	Iteration 88Q: 3 clusters Score -2.946191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248723 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -29461910.000000 Penalty: 6166.780762
	Iteration 89Q: 3 clusters Score -2.946191e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248725 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -29461906.000000 Penalty: 6166.780762
	Iteration 90Q: 3 clusters Score -2.946191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248731 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -29461900.000000 Penalty: 6166.780762
	Iteration 91Q: 3 clusters Score -2.94619e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248732 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -29461890.000000 Penalty: 6166.780762
	Iteration 92Q: 3 clusters Score -2.946189e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248732 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -29461890.000000 Penalty: 6166.780762
	Iteration 93F: 3 clusters Score -2.946189e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78830 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78830 members 
Entering Unmasked Estep 
Score: -9011772.000000 Penalty: 2796.212158
	Iteration 0F: 2 clusters Score -9011772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39392 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -8958907.000000 Penalty: 5592.424316
	Iteration 0F: 3 clusters Score -8958907 nChanged 37072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38274 members 
Mstep: Class 2 contains 40556 members 
Entering Unmasked Estep 
Score: -8979622.000000 Penalty: 5592.424316
	Iteration 1F: 3 clusters Score -8979622 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37447 members 
Mstep: Class 2 contains 41383 members 
Entering Unmasked Estep 
Score: -8980189.000000 Penalty: 5592.424316
	Iteration 2Q: 3 clusters Score -8980189 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36184 members 
Mstep: Class 2 contains 42646 members 
Entering Unmasked Estep 
Score: -8980846.000000 Penalty: 5592.424316
	Iteration 3Q: 3 clusters Score -8980846 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34319 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -8981617.000000 Penalty: 5592.424316
	Iteration 4Q: 3 clusters Score -8981617 nChanged 3355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31670 members 
Mstep: Class 2 contains 47160 members 
Entering Unmasked Estep 
Score: -8982957.000000 Penalty: 5592.424316
	Iteration 5Q: 3 clusters Score -8982957 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27977 members 
Mstep: Class 2 contains 50853 members 
Entering Unmasked Estep 
Score: -8984994.000000 Penalty: 5592.424316
	Iteration 6F: 3 clusters Score -8984994 nChanged 5189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23028 members 
Mstep: Class 2 contains 55802 members 
Entering Unmasked Estep 
Score: -8988224.000000 Penalty: 5592.424316
	Iteration 7F: 3 clusters Score -8988224 nChanged 6147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16969 members 
Mstep: Class 2 contains 61861 members 
Entering Unmasked Estep 
Score: -8993228.000000 Penalty: 5592.424316
	Iteration 8F: 3 clusters Score -8993228 nChanged 6378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 68217 members 
Entering Unmasked Estep 
Score: -8999258.000000 Penalty: 5592.424316
	Iteration 9F: 3 clusters Score -8999258 nChanged 5091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 73302 members 
Entering Unmasked Estep 
Score: -9004286.000000 Penalty: 5592.424316
	Iteration 10F: 3 clusters Score -9004286 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 76311 members 
Entering Unmasked Estep 
Score: -9007210.000000 Penalty: 5592.424316
	Iteration 11Q: 3 clusters Score -9007210 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 77702 members 
Entering Unmasked Estep 
Score: -9008478.000000 Penalty: 5592.424316
	Iteration 12Q: 3 clusters Score -9008478 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 78217 members 
Entering Unmasked Estep 
Score: -9008924.000000 Penalty: 5592.424316
	Iteration 13Q: 3 clusters Score -9008924 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 78385 members 
Entering Unmasked Estep 
Score: -9009091.000000 Penalty: 5592.424316
	Iteration 14Q: 3 clusters Score -9009091 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 78465 members 
Entering Unmasked Estep 
Score: -9009184.000000 Penalty: 5592.424316
	Iteration 15Q: 3 clusters Score -9009184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 78503 members 
Entering Unmasked Estep 
Score: -9009214.000000 Penalty: 5592.424316
	Iteration 16Q: 3 clusters Score -9009214 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 78518 members 
Entering Unmasked Estep 
Score: -9009239.000000 Penalty: 5592.424316
	Iteration 17Q: 3 clusters Score -9009239 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 78527 members 
Entering Unmasked Estep 
Score: -9009265.000000 Penalty: 5592.424316
	Iteration 18Q: 3 clusters Score -9009265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 78535 members 
Entering Unmasked Estep 
Score: -9009282.000000 Penalty: 5592.424316
	Iteration 19Q: 3 clusters Score -9009282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 78537 members 
Entering Unmasked Estep 
Score: -9009295.000000 Penalty: 5592.424316
	Iteration 20F: 3 clusters Score -9009295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 78539 members 
Entering Unmasked Estep 
Score: -9009313.000000 Penalty: 5592.424316
	Iteration 21Q: 3 clusters Score -9009313 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 78543 members 
Entering Unmasked Estep 
Score: -9009319.000000 Penalty: 5592.424316
	Iteration 22Q: 3 clusters Score -9009319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 78550 members 
Entering Unmasked Estep 
Score: -9009321.000000 Penalty: 5592.424316
	Iteration 23Q: 3 clusters Score -9009321 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 78553 members 
Entering Unmasked Estep 
Score: -9009327.000000 Penalty: 5592.424316
	Iteration 24Q: 3 clusters Score -9009327 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 78555 members 
Entering Unmasked Estep 
Score: -9009338.000000 Penalty: 5592.424316
	Iteration 25Q: 3 clusters Score -9009338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 78556 members 
Entering Unmasked Estep 
Score: -9009349.000000 Penalty: 5592.424316
	Iteration 26Q: 3 clusters Score -9009349 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -9009340.000000 Penalty: 5592.424316
	Iteration 27Q: 3 clusters Score -9009340 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 78558 members 
Entering Unmasked Estep 
Score: -9009340.000000 Penalty: 5592.424316
	Iteration 28F: 3 clusters Score -9009340 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Entering Unmasked Estep 
Score: -1295231.250000 Penalty: 2319.600342
	Iteration 0F: 2 clusters Score -1295231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -1286547.625000 Penalty: 4639.200684
	Iteration 0F: 3 clusters Score -1286548 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5914 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1289226.500000 Penalty: 4639.200684
	Iteration 1F: 3 clusters Score -1289226 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1289616.375000 Penalty: 4639.200684
	Iteration 2F: 3 clusters Score -1289616 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1289948.750000 Penalty: 4639.200684
	Iteration 3F: 3 clusters Score -1289949 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1290269.500000 Penalty: 4639.200684
	Iteration 4F: 3 clusters Score -1290270 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1290571.500000 Penalty: 4639.200684
	Iteration 5Q: 3 clusters Score -1290572 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1290903.625000 Penalty: 4639.200684
	Iteration 6F: 3 clusters Score -1290904 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1291260.875000 Penalty: 4639.200684
	Iteration 7F: 3 clusters Score -1291261 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1291650.375000 Penalty: 4639.200684
	Iteration 8Q: 3 clusters Score -1291650 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1292084.750000 Penalty: 4639.200684
	Iteration 9F: 3 clusters Score -1292085 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9121 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1292505.750000 Penalty: 4639.200684
	Iteration 10Q: 3 clusters Score -1292506 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1292877.125000 Penalty: 4639.200684
	Iteration 11Q: 3 clusters Score -1292877 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1293209.375000 Penalty: 4639.200684
	Iteration 12Q: 3 clusters Score -1293209 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1293438.000000 Penalty: 4639.200684
	Iteration 13Q: 3 clusters Score -1293438 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1293605.000000 Penalty: 4639.200684
	Iteration 14Q: 3 clusters Score -1293605 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -1293717.500000 Penalty: 4639.200684
	Iteration 15Q: 3 clusters Score -1293718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1293786.125000 Penalty: 4639.200684
	Iteration 16Q: 3 clusters Score -1293786 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -1293837.500000 Penalty: 4639.200684
	Iteration 17Q: 3 clusters Score -1293838 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -1293867.250000 Penalty: 4639.200684
	Iteration 18Q: 3 clusters Score -1293867 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1293881.500000 Penalty: 4639.200684
	Iteration 19Q: 3 clusters Score -1293882 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1293892.875000 Penalty: 4639.200684
	Iteration 20F: 3 clusters Score -1293893 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -1293893.875000 Penalty: 4639.200684
	Iteration 21Q: 3 clusters Score -1293894 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1293906.625000 Penalty: 4639.200684
	Iteration 22Q: 3 clusters Score -1293907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -1293912.875000 Penalty: 4639.200684
	Iteration 23Q: 3 clusters Score -1293913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1293918.875000 Penalty: 4639.200684
	Iteration 24Q: 3 clusters Score -1293919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1293922.000000 Penalty: 4639.200684
	Iteration 25Q: 3 clusters Score -1293922 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -1293924.125000 Penalty: 4639.200684
	Iteration 26Q: 3 clusters Score -1293924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1293929.875000 Penalty: 4639.200684
	Iteration 27Q: 3 clusters Score -1293930 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -1293933.000000 Penalty: 4639.200684
	Iteration 28Q: 3 clusters Score -1293933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1293937.000000 Penalty: 4639.200684
	Iteration 29Q: 3 clusters Score -1293937 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10724 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -1293939.125000 Penalty: 4639.200684
	Iteration 30Q: 3 clusters Score -1293939 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1293940.500000 Penalty: 4639.200684
	Iteration 31Q: 3 clusters Score -1293940 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1293943.500000 Penalty: 4639.200684
	Iteration 32Q: 3 clusters Score -1293944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -1293942.750000 Penalty: 4639.200684
	Iteration 33Q: 3 clusters Score -1293943 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1293944.000000 Penalty: 4639.200684
	Iteration 34Q: 3 clusters Score -1293944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1293946.000000 Penalty: 4639.200684
	Iteration 35Q: 3 clusters Score -1293946 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1293944.750000 Penalty: 4639.200684
	Iteration 36Q: 3 clusters Score -1293945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1293946.625000 Penalty: 4639.200684
	Iteration 37Q: 3 clusters Score -1293947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1293950.625000 Penalty: 4639.200684
	Iteration 38Q: 3 clusters Score -1293951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -1293950.625000 Penalty: 4639.200684
	Iteration 39F: 3 clusters Score -1293951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Entering Unmasked Estep 
Score: -910986.500000 Penalty: 2234.251953
	Iteration 0F: 2 clusters Score -910986.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -904464.312500 Penalty: 4468.503906
	Iteration 0F: 3 clusters Score -904464.3 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -906295.000000 Penalty: 4468.503906
	Iteration 1F: 3 clusters Score -906295 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -906591.875000 Penalty: 4468.503906
	Iteration 2F: 3 clusters Score -906591.9 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -906881.562500 Penalty: 4468.503906
	Iteration 3F: 3 clusters Score -906881.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -907226.062500 Penalty: 4468.503906
	Iteration 4F: 3 clusters Score -907226.1 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -907539.687500 Penalty: 4468.503906
	Iteration 5F: 3 clusters Score -907539.7 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -907898.562500 Penalty: 4468.503906
	Iteration 6F: 3 clusters Score -907898.6 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -908210.187500 Penalty: 4468.503906
	Iteration 7F: 3 clusters Score -908210.2 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -908537.812500 Penalty: 4468.503906
	Iteration 8F: 3 clusters Score -908537.8 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -908814.687500 Penalty: 4468.503906
	Iteration 9F: 3 clusters Score -908814.7 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -909062.937500 Penalty: 4468.503906
	Iteration 10Q: 3 clusters Score -909062.9 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -909239.875000 Penalty: 4468.503906
	Iteration 11Q: 3 clusters Score -909239.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -909382.750000 Penalty: 4468.503906
	Iteration 12Q: 3 clusters Score -909382.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -909481.750000 Penalty: 4468.503906
	Iteration 13Q: 3 clusters Score -909481.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -909548.125000 Penalty: 4468.503906
	Iteration 14Q: 3 clusters Score -909548.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -909596.562500 Penalty: 4468.503906
	Iteration 15Q: 3 clusters Score -909596.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -909622.812500 Penalty: 4468.503906
	Iteration 16Q: 3 clusters Score -909622.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6400 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -909653.687500 Penalty: 4468.503906
	Iteration 17Q: 3 clusters Score -909653.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -909676.875000 Penalty: 4468.503906
	Iteration 18Q: 3 clusters Score -909676.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6486 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -909696.125000 Penalty: 4468.503906
	Iteration 19Q: 3 clusters Score -909696.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -909716.187500 Penalty: 4468.503906
	Iteration 20F: 3 clusters Score -909716.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -909731.000000 Penalty: 4468.503906
	Iteration 21Q: 3 clusters Score -909731 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -909753.062500 Penalty: 4468.503906
	Iteration 22Q: 3 clusters Score -909753.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -909764.437500 Penalty: 4468.503906
	Iteration 23Q: 3 clusters Score -909764.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -909781.187500 Penalty: 4468.503906
	Iteration 24Q: 3 clusters Score -909781.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -909794.687500 Penalty: 4468.503906
	Iteration 25Q: 3 clusters Score -909794.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -909805.937500 Penalty: 4468.503906
	Iteration 26Q: 3 clusters Score -909805.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -909809.750000 Penalty: 4468.503906
	Iteration 27Q: 3 clusters Score -909809.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -909821.500000 Penalty: 4468.503906
	Iteration 28Q: 3 clusters Score -909821.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6720 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -909827.875000 Penalty: 4468.503906
	Iteration 29Q: 3 clusters Score -909827.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -909834.437500 Penalty: 4468.503906
	Iteration 30Q: 3 clusters Score -909834.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -909839.187500 Penalty: 4468.503906
	Iteration 31Q: 3 clusters Score -909839.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -909844.625000 Penalty: 4468.503906
	Iteration 32Q: 3 clusters Score -909844.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -909849.625000 Penalty: 4468.503906
	Iteration 33Q: 3 clusters Score -909849.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -909855.437500 Penalty: 4468.503906
	Iteration 34Q: 3 clusters Score -909855.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -909857.437500 Penalty: 4468.503906
	Iteration 35Q: 3 clusters Score -909857.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -909857.125000 Penalty: 4468.503906
	Iteration 36Q: 3 clusters Score -909857.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -909860.375000 Penalty: 4468.503906
	Iteration 37Q: 3 clusters Score -909860.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -909860.937500 Penalty: 4468.503906
	Iteration 38Q: 3 clusters Score -909860.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -909861.312500 Penalty: 4468.503906
	Iteration 39Q: 3 clusters Score -909861.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -909860.437500 Penalty: 4468.503906
	Iteration 40F: 3 clusters Score -909860.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -909861.250000 Penalty: 4468.503906
	Iteration 41Q: 3 clusters Score -909861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -909861.125000 Penalty: 4468.503906
	Iteration 42Q: 3 clusters Score -909861.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -909861.937500 Penalty: 4468.503906
	Iteration 43Q: 3 clusters Score -909861.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -909861.937500 Penalty: 4468.503906
	Iteration 44F: 3 clusters Score -909861.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Entering Unmasked Estep 
Score: -2193527.000000 Penalty: 2450.218018
	Iteration 0F: 2 clusters Score -2193527 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9714 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -2179853.500000 Penalty: 4900.436035
	Iteration 0F: 3 clusters Score -2179854 nChanged 8490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9428 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -2184454.000000 Penalty: 4900.436035
	Iteration 1F: 3 clusters Score -2184454 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -2184921.000000 Penalty: 4900.436035
	Iteration 2F: 3 clusters Score -2184921 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2185312.500000 Penalty: 4900.436035
	Iteration 3Q: 3 clusters Score -2185312 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 10604 members 
Entering Unmasked Estep 
Score: -2185709.250000 Penalty: 4900.436035
	Iteration 4Q: 3 clusters Score -2185709 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8680 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
Score: -2186107.250000 Penalty: 4900.436035
	Iteration 5Q: 3 clusters Score -2186107 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 11143 members 
Entering Unmasked Estep 
Score: -2186514.250000 Penalty: 4900.436035
	Iteration 6Q: 3 clusters Score -2186514 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 11482 members 
Entering Unmasked Estep 
Score: -2186896.000000 Penalty: 4900.436035
	Iteration 7Q: 3 clusters Score -2186896 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -2187251.750000 Penalty: 4900.436035
	Iteration 8Q: 3 clusters Score -2187252 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -2187619.000000 Penalty: 4900.436035
	Iteration 9Q: 3 clusters Score -2187619 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -2188005.000000 Penalty: 4900.436035
	Iteration 10Q: 3 clusters Score -2188005 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -2188361.250000 Penalty: 4900.436035
	Iteration 11Q: 3 clusters Score -2188361 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2188743.000000 Penalty: 4900.436035
	Iteration 12Q: 3 clusters Score -2188743 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -2189148.750000 Penalty: 4900.436035
	Iteration 13Q: 3 clusters Score -2189149 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 15176 members 
Entering Unmasked Estep 
Score: -2189580.000000 Penalty: 4900.436035
	Iteration 14Q: 3 clusters Score -2189580 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -2189983.000000 Penalty: 4900.436035
	Iteration 15Q: 3 clusters Score -2189983 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -2190310.750000 Penalty: 4900.436035
	Iteration 16Q: 3 clusters Score -2190311 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -2190596.000000 Penalty: 4900.436035
	Iteration 17Q: 3 clusters Score -2190596 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -2190806.250000 Penalty: 4900.436035
	Iteration 18Q: 3 clusters Score -2190806 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -2190971.250000 Penalty: 4900.436035
	Iteration 19Q: 3 clusters Score -2190971 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -2191114.500000 Penalty: 4900.436035
	Iteration 20F: 3 clusters Score -2191114 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17799 members 
Entering Unmasked Estep 
Score: -2191255.000000 Penalty: 4900.436035
	Iteration 21Q: 3 clusters Score -2191255 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -2191376.500000 Penalty: 4900.436035
	Iteration 22Q: 3 clusters Score -2191376 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -2191473.000000 Penalty: 4900.436035
	Iteration 23Q: 3 clusters Score -2191473 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 18171 members 
Entering Unmasked Estep 
Score: -2191543.500000 Penalty: 4900.436035
	Iteration 24Q: 3 clusters Score -2191544 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -2191588.000000 Penalty: 4900.436035
	Iteration 25Q: 3 clusters Score -2191588 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -2191625.500000 Penalty: 4900.436035
	Iteration 26Q: 3 clusters Score -2191626 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2191651.250000 Penalty: 4900.436035
	Iteration 27Q: 3 clusters Score -2191651 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2191663.500000 Penalty: 4900.436035
	Iteration 28Q: 3 clusters Score -2191664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2191668.000000 Penalty: 4900.436035
	Iteration 29Q: 3 clusters Score -2191668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2191668.500000 Penalty: 4900.436035
	Iteration 30Q: 3 clusters Score -2191668 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -2191669.000000 Penalty: 4900.436035
	Iteration 31Q: 3 clusters Score -2191669 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -2191674.750000 Penalty: 4900.436035
	Iteration 32Q: 3 clusters Score -2191675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2191677.250000 Penalty: 4900.436035
	Iteration 33Q: 3 clusters Score -2191677 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -2191679.250000 Penalty: 4900.436035
	Iteration 34Q: 3 clusters Score -2191679 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2191685.250000 Penalty: 4900.436035
	Iteration 35Q: 3 clusters Score -2191685 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 18461 members 
Entering Unmasked Estep 
Score: -2191690.500000 Penalty: 4900.436035
	Iteration 36Q: 3 clusters Score -2191690 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -2191695.000000 Penalty: 4900.436035
	Iteration 37Q: 3 clusters Score -2191695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18486 members 
Entering Unmasked Estep 
Score: -2191702.500000 Penalty: 4900.436035
	Iteration 38Q: 3 clusters Score -2191702 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -2191707.000000 Penalty: 4900.436035
	Iteration 39Q: 3 clusters Score -2191707 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -2191712.500000 Penalty: 4900.436035
	Iteration 40F: 3 clusters Score -2191712 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -2191716.500000 Penalty: 4900.436035
	Iteration 41Q: 3 clusters Score -2191716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 18516 members 
Entering Unmasked Estep 
Score: -2191716.000000 Penalty: 4900.436035
	Iteration 42Q: 3 clusters Score -2191716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -2191715.750000 Penalty: 4900.436035
	Iteration 43Q: 3 clusters Score -2191716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 18520 members 
Entering Unmasked Estep 
Score: -2191715.500000 Penalty: 4900.436035
	Iteration 44Q: 3 clusters Score -2191716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -2191715.750000 Penalty: 4900.436035
	Iteration 45Q: 3 clusters Score -2191716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2191714.250000 Penalty: 4900.436035
	Iteration 46Q: 3 clusters Score -2191714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 18522 members 
Entering Unmasked Estep 
Score: -2191714.250000 Penalty: 4900.436035
	Iteration 47F: 3 clusters Score -2191714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (163030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163030 members 
Entering Unmasked Estep 
Score: -19152702.000000 Penalty: 2976.419189
	Iteration 0F: 2 clusters Score -1.91527e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81447 members 
Mstep: Class 2 contains 81583 members 
Entering Unmasked Estep 
Score: -19045398.000000 Penalty: 5952.838379
	Iteration 0F: 3 clusters Score -1.90454e+07 nChanged 78020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79439 members 
Mstep: Class 2 contains 83591 members 
Entering Unmasked Estep 
Score: -19091158.000000 Penalty: 5952.838379
	Iteration 1F: 3 clusters Score -1.909116e+07 nChanged 5359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77972 members 
Mstep: Class 2 contains 85058 members 
Entering Unmasked Estep 
Score: -19092682.000000 Penalty: 5952.838379
	Iteration 2Q: 3 clusters Score -1.909268e+07 nChanged 6200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 87326 members 
Entering Unmasked Estep 
Score: -19094922.000000 Penalty: 5952.838379
	Iteration 3Q: 3 clusters Score -1.909492e+07 nChanged 7708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 90836 members 
Entering Unmasked Estep 
Score: -19098484.000000 Penalty: 5952.838379
	Iteration 4Q: 3 clusters Score -1.909848e+07 nChanged 9707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66925 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -19104432.000000 Penalty: 5952.838379
	Iteration 5F: 3 clusters Score -1.910443e+07 nChanged 11646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59867 members 
Mstep: Class 2 contains 103163 members 
Entering Unmasked Estep 
Score: -19113038.000000 Penalty: 5952.838379
	Iteration 6F: 3 clusters Score -1.911304e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51621 members 
Mstep: Class 2 contains 111409 members 
Entering Unmasked Estep 
Score: -19124248.000000 Penalty: 5952.838379
	Iteration 7F: 3 clusters Score -1.912425e+07 nChanged 11372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 118681 members 
Entering Unmasked Estep 
Score: -19134952.000000 Penalty: 5952.838379
	Iteration 8F: 3 clusters Score -1.913495e+07 nChanged 7859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 123514 members 
Entering Unmasked Estep 
Score: -19141304.000000 Penalty: 5952.838379
	Iteration 9Q: 3 clusters Score -1.91413e+07 nChanged 4846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36072 members 
Mstep: Class 2 contains 126958 members 
Entering Unmasked Estep 
Score: -19144258.000000 Penalty: 5952.838379
	Iteration 10Q: 3 clusters Score -1.914426e+07 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 129896 members 
Entering Unmasked Estep 
Score: -19146230.000000 Penalty: 5952.838379
	Iteration 11Q: 3 clusters Score -1.914623e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 132476 members 
Entering Unmasked Estep 
Score: -19147762.000000 Penalty: 5952.838379
	Iteration 12Q: 3 clusters Score -1.914776e+07 nChanged 2426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28306 members 
Mstep: Class 2 contains 134724 members 
Entering Unmasked Estep 
Score: -19148916.000000 Penalty: 5952.838379
	Iteration 13Q: 3 clusters Score -1.914892e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 136672 members 
Entering Unmasked Estep 
Score: -19149754.000000 Penalty: 5952.838379
	Iteration 14Q: 3 clusters Score -1.914975e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 138451 members 
Entering Unmasked Estep 
Score: -19150490.000000 Penalty: 5952.838379
	Iteration 15Q: 3 clusters Score -1.915049e+07 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 140105 members 
Entering Unmasked Estep 
Score: -19151062.000000 Penalty: 5952.838379
	Iteration 16Q: 3 clusters Score -1.915106e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 141553 members 
Entering Unmasked Estep 
Score: -19151532.000000 Penalty: 5952.838379
	Iteration 17Q: 3 clusters Score -1.915153e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 142850 members 
Entering Unmasked Estep 
Score: -19151948.000000 Penalty: 5952.838379
	Iteration 18Q: 3 clusters Score -1.915195e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 144027 members 
Entering Unmasked Estep 
Score: -19152154.000000 Penalty: 5952.838379
	Iteration 19Q: 3 clusters Score -1.915215e+07 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 145102 members 
Entering Unmasked Estep 
Score: -19152352.000000 Penalty: 5952.838379
	Iteration 20F: 3 clusters Score -1.915235e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16984 members 
Mstep: Class 2 contains 146046 members 
Entering Unmasked Estep 
Score: -19152532.000000 Penalty: 5952.838379
	Iteration 21Q: 3 clusters Score -1.915253e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 146966 members 
Entering Unmasked Estep 
Score: -19152714.000000 Penalty: 5952.838379
	Iteration 22Q: 3 clusters Score -1.915271e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 147856 members 
Entering Unmasked Estep 
Score: -19152854.000000 Penalty: 5952.838379
	Iteration 23Q: 3 clusters Score -1.915285e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 148649 members 
Entering Unmasked Estep 
Score: -19152868.000000 Penalty: 5952.838379
	Iteration 24Q: 3 clusters Score -1.915287e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 149427 members 
Entering Unmasked Estep 
Score: -19153028.000000 Penalty: 5952.838379
	Iteration 25Q: 3 clusters Score -1.915303e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 150185 members 
Entering Unmasked Estep 
Score: -19153072.000000 Penalty: 5952.838379
	Iteration 26Q: 3 clusters Score -1.915307e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 150891 members 
Entering Unmasked Estep 
Score: -19153072.000000 Penalty: 5952.838379
	Iteration 27Q: 3 clusters Score -1.915307e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11456 members 
Mstep: Class 2 contains 151574 members 
Entering Unmasked Estep 
Score: -19153068.000000 Penalty: 5952.838379
	Iteration 28Q: 3 clusters Score -1.915307e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 152248 members 
Entering Unmasked Estep 
Score: -19153010.000000 Penalty: 5952.838379
	Iteration 29Q: 3 clusters Score -1.915301e+07 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 152896 members 
Entering Unmasked Estep 
Score: -19153038.000000 Penalty: 5952.838379
	Iteration 30Q: 3 clusters Score -1.915304e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 153530 members 
Entering Unmasked Estep 
Score: -19153034.000000 Penalty: 5952.838379
	Iteration 31Q: 3 clusters Score -1.915303e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 154087 members 
Entering Unmasked Estep 
Score: -19152952.000000 Penalty: 5952.838379
	Iteration 32Q: 3 clusters Score -1.915295e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 154613 members 
Entering Unmasked Estep 
Score: -19152918.000000 Penalty: 5952.838379
	Iteration 33Q: 3 clusters Score -1.915292e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 155068 members 
Entering Unmasked Estep 
Score: -19152958.000000 Penalty: 5952.838379
	Iteration 34Q: 3 clusters Score -1.915296e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 155489 members 
Entering Unmasked Estep 
Score: -19152878.000000 Penalty: 5952.838379
	Iteration 35Q: 3 clusters Score -1.915288e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 155875 members 
Entering Unmasked Estep 
Score: -19152886.000000 Penalty: 5952.838379
	Iteration 36Q: 3 clusters Score -1.915289e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 156224 members 
Entering Unmasked Estep 
Score: -19152836.000000 Penalty: 5952.838379
	Iteration 37Q: 3 clusters Score -1.915284e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 156547 members 
Entering Unmasked Estep 
Score: -19152802.000000 Penalty: 5952.838379
	Iteration 38Q: 3 clusters Score -1.91528e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 156832 members 
Entering Unmasked Estep 
Score: -19152790.000000 Penalty: 5952.838379
	Iteration 39Q: 3 clusters Score -1.915279e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 157067 members 
Entering Unmasked Estep 
Score: -19152754.000000 Penalty: 5952.838379
	Iteration 40F: 3 clusters Score -1.915275e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -19152710.000000 Penalty: 5952.838379
	Iteration 41Q: 3 clusters Score -1.915271e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 157454 members 
Entering Unmasked Estep 
Score: -19152696.000000 Penalty: 5952.838379
	Iteration 42Q: 3 clusters Score -1.91527e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 157610 members 
Entering Unmasked Estep 
Score: -19152668.000000 Penalty: 5952.838379
	Iteration 43Q: 3 clusters Score -1.915267e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 157764 members 
Entering Unmasked Estep 
Score: -19152620.000000 Penalty: 5952.838379
	Iteration 44Q: 3 clusters Score -1.915262e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 157891 members 
Entering Unmasked Estep 
Score: -19152614.000000 Penalty: 5952.838379
	Iteration 45Q: 3 clusters Score -1.915261e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 158020 members 
Entering Unmasked Estep 
Score: -19152546.000000 Penalty: 5952.838379
	Iteration 46Q: 3 clusters Score -1.915255e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 158126 members 
Entering Unmasked Estep 
Score: -19152520.000000 Penalty: 5952.838379
	Iteration 47Q: 3 clusters Score -1.915252e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 158233 members 
Entering Unmasked Estep 
Score: -19152460.000000 Penalty: 5952.838379
	Iteration 48Q: 3 clusters Score -1.915246e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4693 members 
Mstep: Class 2 contains 158337 members 
Entering Unmasked Estep 
Score: -19152442.000000 Penalty: 5952.838379
	Iteration 49Q: 3 clusters Score -1.915244e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 158442 members 
Entering Unmasked Estep 
Score: -19152402.000000 Penalty: 5952.838379
	Iteration 50Q: 3 clusters Score -1.91524e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 158534 members 
Entering Unmasked Estep 
Score: -19152396.000000 Penalty: 5952.838379
	Iteration 51Q: 3 clusters Score -1.91524e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4413 members 
Mstep: Class 2 contains 158617 members 
Entering Unmasked Estep 
Score: -19152350.000000 Penalty: 5952.838379
	Iteration 52Q: 3 clusters Score -1.915235e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 158696 members 
Entering Unmasked Estep 
Score: -19152314.000000 Penalty: 5952.838379
	Iteration 53Q: 3 clusters Score -1.915231e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 158772 members 
Entering Unmasked Estep 
Score: -19152318.000000 Penalty: 5952.838379
	Iteration 54Q: 3 clusters Score -1.915232e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 158833 members 
Entering Unmasked Estep 
Score: -19152310.000000 Penalty: 5952.838379
	Iteration 55Q: 3 clusters Score -1.915231e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 158886 members 
Entering Unmasked Estep 
Score: -19152310.000000 Penalty: 5952.838379
	Iteration 56Q: 3 clusters Score -1.915231e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 158938 members 
Entering Unmasked Estep 
Score: -19152318.000000 Penalty: 5952.838379
	Iteration 57Q: 3 clusters Score -1.915232e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 158992 members 
Entering Unmasked Estep 
Score: -19152306.000000 Penalty: 5952.838379
	Iteration 58Q: 3 clusters Score -1.915231e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 159046 members 
Entering Unmasked Estep 
Score: -19152274.000000 Penalty: 5952.838379
	Iteration 59Q: 3 clusters Score -1.915227e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 159084 members 
Entering Unmasked Estep 
Score: -19152272.000000 Penalty: 5952.838379
	Iteration 60F: 3 clusters Score -1.915227e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 159119 members 
Entering Unmasked Estep 
Score: -19152240.000000 Penalty: 5952.838379
	Iteration 61Q: 3 clusters Score -1.915224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 159148 members 
Entering Unmasked Estep 
Score: -19152252.000000 Penalty: 5952.838379
	Iteration 62Q: 3 clusters Score -1.915225e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 159175 members 
Entering Unmasked Estep 
Score: -19152234.000000 Penalty: 5952.838379
	Iteration 63Q: 3 clusters Score -1.915223e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 159196 members 
Entering Unmasked Estep 
Score: -19152204.000000 Penalty: 5952.838379
	Iteration 64Q: 3 clusters Score -1.91522e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 159220 members 
Entering Unmasked Estep 
Score: -19152210.000000 Penalty: 5952.838379
	Iteration 65Q: 3 clusters Score -1.915221e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 159247 members 
Entering Unmasked Estep 
Score: -19152202.000000 Penalty: 5952.838379
	Iteration 66Q: 3 clusters Score -1.91522e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 159264 members 
Entering Unmasked Estep 
Score: -19152188.000000 Penalty: 5952.838379
	Iteration 67Q: 3 clusters Score -1.915219e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 159275 members 
Entering Unmasked Estep 
Score: -19152180.000000 Penalty: 5952.838379
	Iteration 68Q: 3 clusters Score -1.915218e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3749 members 
Mstep: Class 2 contains 159281 members 
Entering Unmasked Estep 
Score: -19152174.000000 Penalty: 5952.838379
	Iteration 69Q: 3 clusters Score -1.915217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 159289 members 
Entering Unmasked Estep 
Score: -19152178.000000 Penalty: 5952.838379
	Iteration 70Q: 3 clusters Score -1.915218e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 159303 members 
Entering Unmasked Estep 
Score: -19152158.000000 Penalty: 5952.838379
	Iteration 71Q: 3 clusters Score -1.915216e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 159311 members 
Entering Unmasked Estep 
Score: -19152164.000000 Penalty: 5952.838379
	Iteration 72Q: 3 clusters Score -1.915216e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 159320 members 
Entering Unmasked Estep 
Score: -19152150.000000 Penalty: 5952.838379
	Iteration 73Q: 3 clusters Score -1.915215e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 159329 members 
Entering Unmasked Estep 
Score: -19152134.000000 Penalty: 5952.838379
	Iteration 74Q: 3 clusters Score -1.915213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 159336 members 
Entering Unmasked Estep 
Score: -19152132.000000 Penalty: 5952.838379
	Iteration 75Q: 3 clusters Score -1.915213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 159340 members 
Entering Unmasked Estep 
Score: -19152140.000000 Penalty: 5952.838379
	Iteration 76Q: 3 clusters Score -1.915214e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 159344 members 
Entering Unmasked Estep 
Score: -19152142.000000 Penalty: 5952.838379
	Iteration 77Q: 3 clusters Score -1.915214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 159347 members 
Entering Unmasked Estep 
Score: -19152142.000000 Penalty: 5952.838379
	Iteration 78Q: 3 clusters Score -1.915214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 159350 members 
Entering Unmasked Estep 
Score: -19152144.000000 Penalty: 5952.838379
	Iteration 79Q: 3 clusters Score -1.915214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 159355 members 
Entering Unmasked Estep 
Score: -19152140.000000 Penalty: 5952.838379
	Iteration 80F: 3 clusters Score -1.915214e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 159359 members 
Entering Unmasked Estep 
Score: -19152144.000000 Penalty: 5952.838379
	Iteration 81Q: 3 clusters Score -1.915214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 159368 members 
Entering Unmasked Estep 
Score: -19152134.000000 Penalty: 5952.838379
	Iteration 82Q: 3 clusters Score -1.915213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 159375 members 
Entering Unmasked Estep 
Score: -19152110.000000 Penalty: 5952.838379
	Iteration 83Q: 3 clusters Score -1.915211e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 159379 members 
Entering Unmasked Estep 
Score: -19152108.000000 Penalty: 5952.838379
	Iteration 84Q: 3 clusters Score -1.915211e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3648 members 
Mstep: Class 2 contains 159382 members 
Entering Unmasked Estep 
Score: -19152098.000000 Penalty: 5952.838379
	Iteration 85Q: 3 clusters Score -1.91521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 159383 members 
Entering Unmasked Estep 
Score: -19152118.000000 Penalty: 5952.838379
	Iteration 86Q: 3 clusters Score -1.915212e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 159384 members 
Entering Unmasked Estep 
Score: -19152102.000000 Penalty: 5952.838379
	Iteration 87Q: 3 clusters Score -1.91521e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 159385 members 
Entering Unmasked Estep 
Score: -19152102.000000 Penalty: 5952.838379
	Iteration 88Q: 3 clusters Score -1.91521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 159387 members 
Entering Unmasked Estep 
Score: -19152106.000000 Penalty: 5952.838379
	Iteration 89Q: 3 clusters Score -1.915211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 159388 members 
Entering Unmasked Estep 
Score: -19152110.000000 Penalty: 5952.838379
	Iteration 90Q: 3 clusters Score -1.915211e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 159389 members 
Entering Unmasked Estep 
Score: -19152098.000000 Penalty: 5952.838379
	Iteration 91Q: 3 clusters Score -1.91521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 159391 members 
Entering Unmasked Estep 
Score: -19152104.000000 Penalty: 5952.838379
	Iteration 92Q: 3 clusters Score -1.91521e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 159395 members 
Entering Unmasked Estep 
Score: -19152098.000000 Penalty: 5952.838379
	Iteration 93Q: 3 clusters Score -1.91521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 159397 members 
Entering Unmasked Estep 
Score: -19152102.000000 Penalty: 5952.838379
	Iteration 94Q: 3 clusters Score -1.91521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 159399 members 
Entering Unmasked Estep 
Score: -19152100.000000 Penalty: 5952.838379
	Iteration 95Q: 3 clusters Score -1.91521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 159401 members 
Entering Unmasked Estep 
Score: -19152088.000000 Penalty: 5952.838379
	Iteration 96Q: 3 clusters Score -1.915209e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 159401 members 
Entering Unmasked Estep 
Score: -19152094.000000 Penalty: 5952.838379
	Iteration 97Q: 3 clusters Score -1.915209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 159402 members 
Entering Unmasked Estep 
Score: -19152094.000000 Penalty: 5952.838379
	Iteration 98Q: 3 clusters Score -1.915209e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 159403 members 
Entering Unmasked Estep 
Score: -19152098.000000 Penalty: 5952.838379
	Iteration 99Q: 3 clusters Score -1.91521e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 159403 members 
Entering Unmasked Estep 
Score: -19152098.000000 Penalty: 5952.838379
	Iteration 100F: 3 clusters Score -1.91521e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16234 members 
Entering Unmasked Estep 
Score: -1826801.500000 Penalty: 2404.326172
	Iteration 0F: 2 clusters Score -1826802 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -1814997.125000 Penalty: 4808.652344
	Iteration 0F: 3 clusters Score -1814997 nChanged 7149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -1818778.500000 Penalty: 4808.652344
	Iteration 1F: 3 clusters Score -1818778 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7803 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -1819199.375000 Penalty: 4808.652344
	Iteration 2F: 3 clusters Score -1819199 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -1819574.500000 Penalty: 4808.652344
	Iteration 3F: 3 clusters Score -1819574 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1819956.875000 Penalty: 4808.652344
	Iteration 4Q: 3 clusters Score -1819957 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1820349.250000 Penalty: 4808.652344
	Iteration 5Q: 3 clusters Score -1820349 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1820758.625000 Penalty: 4808.652344
	Iteration 6Q: 3 clusters Score -1820759 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -1821188.125000 Penalty: 4808.652344
	Iteration 7Q: 3 clusters Score -1821188 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -1821669.750000 Penalty: 4808.652344
	Iteration 8Q: 3 clusters Score -1821670 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1822126.625000 Penalty: 4808.652344
	Iteration 9Q: 3 clusters Score -1822127 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -1822542.625000 Penalty: 4808.652344
	Iteration 10Q: 3 clusters Score -1822543 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -1822907.250000 Penalty: 4808.652344
	Iteration 11Q: 3 clusters Score -1822907 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -1823200.250000 Penalty: 4808.652344
	Iteration 12Q: 3 clusters Score -1823200 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 12740 members 
Entering Unmasked Estep 
Score: -1823424.500000 Penalty: 4808.652344
	Iteration 13Q: 3 clusters Score -1823424 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -1823577.375000 Penalty: 4808.652344
	Iteration 14Q: 3 clusters Score -1823577 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -1823717.500000 Penalty: 4808.652344
	Iteration 15Q: 3 clusters Score -1823718 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -1823798.875000 Penalty: 4808.652344
	Iteration 16Q: 3 clusters Score -1823799 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -1823881.000000 Penalty: 4808.652344
	Iteration 17Q: 3 clusters Score -1823881 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 13634 members 
Entering Unmasked Estep 
Score: -1823937.750000 Penalty: 4808.652344
	Iteration 18Q: 3 clusters Score -1823938 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -1823996.750000 Penalty: 4808.652344
	Iteration 19Q: 3 clusters Score -1823997 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -1824044.000000 Penalty: 4808.652344
	Iteration 20F: 3 clusters Score -1824044 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -1824101.375000 Penalty: 4808.652344
	Iteration 21Q: 3 clusters Score -1824101 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 14154 members 
Entering Unmasked Estep 
Score: -1824160.125000 Penalty: 4808.652344
	Iteration 22Q: 3 clusters Score -1824160 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1824212.625000 Penalty: 4808.652344
	Iteration 23Q: 3 clusters Score -1824213 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1824261.625000 Penalty: 4808.652344
	Iteration 24Q: 3 clusters Score -1824262 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1824305.875000 Penalty: 4808.652344
	Iteration 25Q: 3 clusters Score -1824306 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -1824338.625000 Penalty: 4808.652344
	Iteration 26Q: 3 clusters Score -1824339 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1824376.875000 Penalty: 4808.652344
	Iteration 27Q: 3 clusters Score -1824377 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 14714 members 
Entering Unmasked Estep 
Score: -1824412.500000 Penalty: 4808.652344
	Iteration 28Q: 3 clusters Score -1824412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 14787 members 
Entering Unmasked Estep 
Score: -1824444.500000 Penalty: 4808.652344
	Iteration 29Q: 3 clusters Score -1824444 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1824465.125000 Penalty: 4808.652344
	Iteration 30Q: 3 clusters Score -1824465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 14899 members 
Entering Unmasked Estep 
Score: -1824489.875000 Penalty: 4808.652344
	Iteration 31Q: 3 clusters Score -1824490 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -1824513.375000 Penalty: 4808.652344
	Iteration 32Q: 3 clusters Score -1824513 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -1824536.500000 Penalty: 4808.652344
	Iteration 33Q: 3 clusters Score -1824536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -1824547.375000 Penalty: 4808.652344
	Iteration 34Q: 3 clusters Score -1824547 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -1824565.875000 Penalty: 4808.652344
	Iteration 35Q: 3 clusters Score -1824566 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 15101 members 
Entering Unmasked Estep 
Score: -1824584.875000 Penalty: 4808.652344
	Iteration 36Q: 3 clusters Score -1824585 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -1824599.500000 Penalty: 4808.652344
	Iteration 37Q: 3 clusters Score -1824600 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1824619.750000 Penalty: 4808.652344
	Iteration 38Q: 3 clusters Score -1824620 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -1824641.250000 Penalty: 4808.652344
	Iteration 39Q: 3 clusters Score -1824641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -1824653.375000 Penalty: 4808.652344
	Iteration 40F: 3 clusters Score -1824653 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -1824666.625000 Penalty: 4808.652344
	Iteration 41Q: 3 clusters Score -1824667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -1824667.875000 Penalty: 4808.652344
	Iteration 42Q: 3 clusters Score -1824668 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 15307 members 
Entering Unmasked Estep 
Score: -1824680.375000 Penalty: 4808.652344
	Iteration 43Q: 3 clusters Score -1824680 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -1824695.000000 Penalty: 4808.652344
	Iteration 44Q: 3 clusters Score -1824695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 15354 members 
Entering Unmasked Estep 
Score: -1824701.750000 Penalty: 4808.652344
	Iteration 45Q: 3 clusters Score -1824702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -1824717.375000 Penalty: 4808.652344
	Iteration 46Q: 3 clusters Score -1824717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -1824722.375000 Penalty: 4808.652344
	Iteration 47Q: 3 clusters Score -1824722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -1824724.375000 Penalty: 4808.652344
	Iteration 48Q: 3 clusters Score -1824724 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15410 members 
Entering Unmasked Estep 
Score: -1824732.000000 Penalty: 4808.652344
	Iteration 49Q: 3 clusters Score -1824732 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 15418 members 
Entering Unmasked Estep 
Score: -1824730.125000 Penalty: 4808.652344
	Iteration 50Q: 3 clusters Score -1824730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -1824737.500000 Penalty: 4808.652344
	Iteration 51Q: 3 clusters Score -1824738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -1824740.625000 Penalty: 4808.652344
	Iteration 52Q: 3 clusters Score -1824741 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -1824741.125000 Penalty: 4808.652344
	Iteration 53Q: 3 clusters Score -1824741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1824744.875000 Penalty: 4808.652344
	Iteration 54Q: 3 clusters Score -1824745 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -1824744.750000 Penalty: 4808.652344
	Iteration 55Q: 3 clusters Score -1824745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -1824749.750000 Penalty: 4808.652344
	Iteration 56Q: 3 clusters Score -1824750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -1824748.750000 Penalty: 4808.652344
	Iteration 57Q: 3 clusters Score -1824749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -1824751.250000 Penalty: 4808.652344
	Iteration 58Q: 3 clusters Score -1824751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 15446 members 
Entering Unmasked Estep 
Score: -1824752.375000 Penalty: 4808.652344
	Iteration 59Q: 3 clusters Score -1824752 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -1824753.250000 Penalty: 4808.652344
	Iteration 60F: 3 clusters Score -1824753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -1824749.500000 Penalty: 4808.652344
	Iteration 61Q: 3 clusters Score -1824750 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -1824754.000000 Penalty: 4808.652344
	Iteration 62Q: 3 clusters Score -1824754 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1824755.250000 Penalty: 4808.652344
	Iteration 63Q: 3 clusters Score -1824755 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 15459 members 
Entering Unmasked Estep 
Score: -1824755.250000 Penalty: 4808.652344
	Iteration 64F: 3 clusters Score -1824755 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Entering Unmasked Estep 
Score: -2174377.250000 Penalty: 2447.434814
	Iteration 0F: 2 clusters Score -2174377 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2160625.500000 Penalty: 4894.869629
	Iteration 0F: 3 clusters Score -2160626 nChanged 8508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2165286.250000 Penalty: 4894.869629
	Iteration 1F: 3 clusters Score -2165286 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -2165726.750000 Penalty: 4894.869629
	Iteration 2F: 3 clusters Score -2165727 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8754 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2166146.000000 Penalty: 4894.869629
	Iteration 3Q: 3 clusters Score -2166146 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8308 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2166612.000000 Penalty: 4894.869629
	Iteration 4Q: 3 clusters Score -2166612 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -2167122.250000 Penalty: 4894.869629
	Iteration 5F: 3 clusters Score -2167122 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6948 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -2167713.500000 Penalty: 4894.869629
	Iteration 6F: 3 clusters Score -2167714 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -2168393.250000 Penalty: 4894.869629
	Iteration 7F: 3 clusters Score -2168393 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -2169125.000000 Penalty: 4894.869629
	Iteration 8F: 3 clusters Score -2169125 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -2169904.250000 Penalty: 4894.869629
	Iteration 9F: 3 clusters Score -2169904 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -2170585.500000 Penalty: 4894.869629
	Iteration 10Q: 3 clusters Score -2170586 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -2171114.250000 Penalty: 4894.869629
	Iteration 11Q: 3 clusters Score -2171114 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2171498.000000 Penalty: 4894.869629
	Iteration 12Q: 3 clusters Score -2171498 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2171758.000000 Penalty: 4894.869629
	Iteration 13Q: 3 clusters Score -2171758 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -2171891.750000 Penalty: 4894.869629
	Iteration 14Q: 3 clusters Score -2171892 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2171983.250000 Penalty: 4894.869629
	Iteration 15Q: 3 clusters Score -2171983 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -2172041.750000 Penalty: 4894.869629
	Iteration 16Q: 3 clusters Score -2172042 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -2172086.500000 Penalty: 4894.869629
	Iteration 17Q: 3 clusters Score -2172086 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2172120.750000 Penalty: 4894.869629
	Iteration 18Q: 3 clusters Score -2172121 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -2172157.750000 Penalty: 4894.869629
	Iteration 19Q: 3 clusters Score -2172158 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2172181.000000 Penalty: 4894.869629
	Iteration 20F: 3 clusters Score -2172181 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2172200.750000 Penalty: 4894.869629
	Iteration 21Q: 3 clusters Score -2172201 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2172219.750000 Penalty: 4894.869629
	Iteration 22Q: 3 clusters Score -2172220 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2172233.500000 Penalty: 4894.869629
	Iteration 23Q: 3 clusters Score -2172234 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2172243.000000 Penalty: 4894.869629
	Iteration 24Q: 3 clusters Score -2172243 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -2172255.500000 Penalty: 4894.869629
	Iteration 25Q: 3 clusters Score -2172256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -2172266.750000 Penalty: 4894.869629
	Iteration 26Q: 3 clusters Score -2172267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2172277.500000 Penalty: 4894.869629
	Iteration 27Q: 3 clusters Score -2172278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -2172281.250000 Penalty: 4894.869629
	Iteration 28Q: 3 clusters Score -2172281 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -2172286.500000 Penalty: 4894.869629
	Iteration 29Q: 3 clusters Score -2172286 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -2172292.750000 Penalty: 4894.869629
	Iteration 30Q: 3 clusters Score -2172293 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -2172298.500000 Penalty: 4894.869629
	Iteration 31Q: 3 clusters Score -2172298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2172303.750000 Penalty: 4894.869629
	Iteration 32Q: 3 clusters Score -2172304 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -2172304.000000 Penalty: 4894.869629
	Iteration 33Q: 3 clusters Score -2172304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -2172307.750000 Penalty: 4894.869629
	Iteration 34Q: 3 clusters Score -2172308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -2172315.000000 Penalty: 4894.869629
	Iteration 35Q: 3 clusters Score -2172315 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 17913 members 
Entering Unmasked Estep 
Score: -2172317.000000 Penalty: 4894.869629
	Iteration 36Q: 3 clusters Score -2172317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17917 members 
Entering Unmasked Estep 
Score: -2172312.500000 Penalty: 4894.869629
	Iteration 37Q: 3 clusters Score -2172312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2172311.750000 Penalty: 4894.869629
	Iteration 38Q: 3 clusters Score -2172312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2172314.250000 Penalty: 4894.869629
	Iteration 39Q: 3 clusters Score -2172314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2172315.000000 Penalty: 4894.869629
	Iteration 40F: 3 clusters Score -2172315 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17932 members 
Entering Unmasked Estep 
Score: -2172319.500000 Penalty: 4894.869629
	Iteration 41Q: 3 clusters Score -2172320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -2172320.000000 Penalty: 4894.869629
	Iteration 42Q: 3 clusters Score -2172320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 17950 members 
Entering Unmasked Estep 
Score: -2172317.750000 Penalty: 4894.869629
	Iteration 43Q: 3 clusters Score -2172318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 17954 members 
Entering Unmasked Estep 
Score: -2172322.750000 Penalty: 4894.869629
	Iteration 44Q: 3 clusters Score -2172323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2172323.250000 Penalty: 4894.869629
	Iteration 45Q: 3 clusters Score -2172323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -2172324.500000 Penalty: 4894.869629
	Iteration 46Q: 3 clusters Score -2172324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -2172326.750000 Penalty: 4894.869629
	Iteration 47Q: 3 clusters Score -2172327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -2172326.500000 Penalty: 4894.869629
	Iteration 48Q: 3 clusters Score -2172326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2172326.250000 Penalty: 4894.869629
	Iteration 49Q: 3 clusters Score -2172326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -2172328.750000 Penalty: 4894.869629
	Iteration 50Q: 3 clusters Score -2172329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2172326.250000 Penalty: 4894.869629
	Iteration 51Q: 3 clusters Score -2172326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2172326.250000 Penalty: 4894.869629
	Iteration 52F: 3 clusters Score -2172326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (190072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190072 members 
Entering Unmasked Estep 
Score: -22403716.000000 Penalty: 3014.479248
	Iteration 0F: 2 clusters Score -2.240372e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94760 members 
Mstep: Class 2 contains 95312 members 
Entering Unmasked Estep 
Score: -22278578.000000 Penalty: 6028.958496
	Iteration 0F: 3 clusters Score -2.227858e+07 nChanged 91312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89746 members 
Mstep: Class 2 contains 100326 members 
Entering Unmasked Estep 
Score: -22332124.000000 Penalty: 6028.958496
	Iteration 1F: 3 clusters Score -2.233212e+07 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86272 members 
Mstep: Class 2 contains 103800 members 
Entering Unmasked Estep 
Score: -22334190.000000 Penalty: 6028.958496
	Iteration 2Q: 3 clusters Score -2.233419e+07 nChanged 7593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80935 members 
Mstep: Class 2 contains 109137 members 
Entering Unmasked Estep 
Score: -22336756.000000 Penalty: 6028.958496
	Iteration 3Q: 3 clusters Score -2.233676e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73111 members 
Mstep: Class 2 contains 116961 members 
Entering Unmasked Estep 
Score: -22341142.000000 Penalty: 6028.958496
	Iteration 4Q: 3 clusters Score -2.234114e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62160 members 
Mstep: Class 2 contains 127912 members 
Entering Unmasked Estep 
Score: -22348566.000000 Penalty: 6028.958496
	Iteration 5F: 3 clusters Score -2.234857e+07 nChanged 14591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48073 members 
Mstep: Class 2 contains 141999 members 
Entering Unmasked Estep 
Score: -22360046.000000 Penalty: 6028.958496
	Iteration 6F: 3 clusters Score -2.236005e+07 nChanged 15597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 157226 members 
Entering Unmasked Estep 
Score: -22374104.000000 Penalty: 6028.958496
	Iteration 7F: 3 clusters Score -2.23741e+07 nChanged 12777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20291 members 
Mstep: Class 2 contains 169781 members 
Entering Unmasked Estep 
Score: -22385962.000000 Penalty: 6028.958496
	Iteration 8F: 3 clusters Score -2.238596e+07 nChanged 8173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 177754 members 
Entering Unmasked Estep 
Score: -22393616.000000 Penalty: 6028.958496
	Iteration 9Q: 3 clusters Score -2.239362e+07 nChanged 4657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 182175 members 
Entering Unmasked Estep 
Score: -22397688.000000 Penalty: 6028.958496
	Iteration 10Q: 3 clusters Score -2.239769e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 184499 members 
Entering Unmasked Estep 
Score: -22399682.000000 Penalty: 6028.958496
	Iteration 11Q: 3 clusters Score -2.239968e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 185764 members 
Entering Unmasked Estep 
Score: -22400738.000000 Penalty: 6028.958496
	Iteration 12Q: 3 clusters Score -2.240074e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 186467 members 
Entering Unmasked Estep 
Score: -22401320.000000 Penalty: 6028.958496
	Iteration 13Q: 3 clusters Score -2.240132e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 186881 members 
Entering Unmasked Estep 
Score: -22401834.000000 Penalty: 6028.958496
	Iteration 14Q: 3 clusters Score -2.240183e+07 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 187127 members 
Entering Unmasked Estep 
Score: -22402048.000000 Penalty: 6028.958496
	Iteration 15Q: 3 clusters Score -2.240205e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 187299 members 
Entering Unmasked Estep 
Score: -22402218.000000 Penalty: 6028.958496
	Iteration 16Q: 3 clusters Score -2.240222e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 187391 members 
Entering Unmasked Estep 
Score: -22402370.000000 Penalty: 6028.958496
	Iteration 17Q: 3 clusters Score -2.240237e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 187430 members 
Entering Unmasked Estep 
Score: -22402546.000000 Penalty: 6028.958496
	Iteration 18Q: 3 clusters Score -2.240255e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 187426 members 
Entering Unmasked Estep 
Score: -22402592.000000 Penalty: 6028.958496
	Iteration 19Q: 3 clusters Score -2.240259e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 187404 members 
Entering Unmasked Estep 
Score: -22402596.000000 Penalty: 6028.958496
	Iteration 20F: 3 clusters Score -2.24026e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 187372 members 
Entering Unmasked Estep 
Score: -22402672.000000 Penalty: 6028.958496
	Iteration 21Q: 3 clusters Score -2.240267e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 187317 members 
Entering Unmasked Estep 
Score: -22402712.000000 Penalty: 6028.958496
	Iteration 22Q: 3 clusters Score -2.240271e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 187282 members 
Entering Unmasked Estep 
Score: -22402734.000000 Penalty: 6028.958496
	Iteration 23Q: 3 clusters Score -2.240273e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 187234 members 
Entering Unmasked Estep 
Score: -22402766.000000 Penalty: 6028.958496
	Iteration 24Q: 3 clusters Score -2.240277e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 187192 members 
Entering Unmasked Estep 
Score: -22402822.000000 Penalty: 6028.958496
	Iteration 25Q: 3 clusters Score -2.240282e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 187157 members 
Entering Unmasked Estep 
Score: -22402894.000000 Penalty: 6028.958496
	Iteration 26Q: 3 clusters Score -2.240289e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 187133 members 
Entering Unmasked Estep 
Score: -22402944.000000 Penalty: 6028.958496
	Iteration 27Q: 3 clusters Score -2.240294e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 187106 members 
Entering Unmasked Estep 
Score: -22402972.000000 Penalty: 6028.958496
	Iteration 28Q: 3 clusters Score -2.240297e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 187088 members 
Entering Unmasked Estep 
Score: -22403004.000000 Penalty: 6028.958496
	Iteration 29Q: 3 clusters Score -2.2403e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 187078 members 
Entering Unmasked Estep 
Score: -22402996.000000 Penalty: 6028.958496
	Iteration 30Q: 3 clusters Score -2.2403e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 187042 members 
Entering Unmasked Estep 
Score: -22403022.000000 Penalty: 6028.958496
	Iteration 31Q: 3 clusters Score -2.240302e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 187005 members 
Entering Unmasked Estep 
Score: -22403078.000000 Penalty: 6028.958496
	Iteration 32Q: 3 clusters Score -2.240308e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 186979 members 
Entering Unmasked Estep 
Score: -22403088.000000 Penalty: 6028.958496
	Iteration 33Q: 3 clusters Score -2.240309e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 186955 members 
Entering Unmasked Estep 
Score: -22403142.000000 Penalty: 6028.958496
	Iteration 34Q: 3 clusters Score -2.240314e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 186925 members 
Entering Unmasked Estep 
Score: -22403140.000000 Penalty: 6028.958496
	Iteration 35Q: 3 clusters Score -2.240314e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 186894 members 
Entering Unmasked Estep 
Score: -22403150.000000 Penalty: 6028.958496
	Iteration 36Q: 3 clusters Score -2.240315e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 186876 members 
Entering Unmasked Estep 
Score: -22403178.000000 Penalty: 6028.958496
	Iteration 37Q: 3 clusters Score -2.240318e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 186852 members 
Entering Unmasked Estep 
Score: -22403194.000000 Penalty: 6028.958496
	Iteration 38Q: 3 clusters Score -2.240319e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 186831 members 
Entering Unmasked Estep 
Score: -22403160.000000 Penalty: 6028.958496
	Iteration 39Q: 3 clusters Score -2.240316e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 186816 members 
Entering Unmasked Estep 
Score: -22403202.000000 Penalty: 6028.958496
	Iteration 40F: 3 clusters Score -2.24032e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 186796 members 
Entering Unmasked Estep 
Score: -22403198.000000 Penalty: 6028.958496
	Iteration 41Q: 3 clusters Score -2.24032e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 186792 members 
Entering Unmasked Estep 
Score: -22403222.000000 Penalty: 6028.958496
	Iteration 42Q: 3 clusters Score -2.240322e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 186782 members 
Entering Unmasked Estep 
Score: -22403236.000000 Penalty: 6028.958496
	Iteration 43Q: 3 clusters Score -2.240324e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 186777 members 
Entering Unmasked Estep 
Score: -22403254.000000 Penalty: 6028.958496
	Iteration 44Q: 3 clusters Score -2.240325e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 186771 members 
Entering Unmasked Estep 
Score: -22403234.000000 Penalty: 6028.958496
	Iteration 45Q: 3 clusters Score -2.240323e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 186772 members 
Entering Unmasked Estep 
Score: -22403250.000000 Penalty: 6028.958496
	Iteration 46Q: 3 clusters Score -2.240325e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 186768 members 
Entering Unmasked Estep 
Score: -22403248.000000 Penalty: 6028.958496
	Iteration 47Q: 3 clusters Score -2.240325e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 186756 members 
Entering Unmasked Estep 
Score: -22403282.000000 Penalty: 6028.958496
	Iteration 48Q: 3 clusters Score -2.240328e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 186756 members 
Entering Unmasked Estep 
Score: -22403256.000000 Penalty: 6028.958496
	Iteration 49Q: 3 clusters Score -2.240326e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 186751 members 
Entering Unmasked Estep 
Score: -22403274.000000 Penalty: 6028.958496
	Iteration 50Q: 3 clusters Score -2.240327e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 186751 members 
Entering Unmasked Estep 
Score: -22403266.000000 Penalty: 6028.958496
	Iteration 51Q: 3 clusters Score -2.240327e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 186749 members 
Entering Unmasked Estep 
Score: -22403288.000000 Penalty: 6028.958496
	Iteration 52Q: 3 clusters Score -2.240329e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 186748 members 
Entering Unmasked Estep 
Score: -22403282.000000 Penalty: 6028.958496
	Iteration 53Q: 3 clusters Score -2.240328e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 186745 members 
Entering Unmasked Estep 
Score: -22403292.000000 Penalty: 6028.958496
	Iteration 54Q: 3 clusters Score -2.240329e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 186746 members 
Entering Unmasked Estep 
Score: -22403268.000000 Penalty: 6028.958496
	Iteration 55Q: 3 clusters Score -2.240327e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 186747 members 
Entering Unmasked Estep 
Score: -22403278.000000 Penalty: 6028.958496
	Iteration 56Q: 3 clusters Score -2.240328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 186748 members 
Entering Unmasked Estep 
Score: -22403282.000000 Penalty: 6028.958496
	Iteration 57Q: 3 clusters Score -2.240328e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 186746 members 
Entering Unmasked Estep 
Score: -22403274.000000 Penalty: 6028.958496
	Iteration 58Q: 3 clusters Score -2.240327e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 186742 members 
Entering Unmasked Estep 
Score: -22403290.000000 Penalty: 6028.958496
	Iteration 59Q: 3 clusters Score -2.240329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 186742 members 
Entering Unmasked Estep 
Score: -22403296.000000 Penalty: 6028.958496
	Iteration 60F: 3 clusters Score -2.24033e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 186743 members 
Entering Unmasked Estep 
Score: -22403280.000000 Penalty: 6028.958496
	Iteration 61Q: 3 clusters Score -2.240328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 186743 members 
Entering Unmasked Estep 
Score: -22403282.000000 Penalty: 6028.958496
	Iteration 62Q: 3 clusters Score -2.240328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 186745 members 
Entering Unmasked Estep 
Score: -22403276.000000 Penalty: 6028.958496
	Iteration 63Q: 3 clusters Score -2.240328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 186745 members 
Entering Unmasked Estep 
Score: -22403276.000000 Penalty: 6028.958496
	Iteration 64F: 3 clusters Score -2.240328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Entering Unmasked Estep 
Score: -246823.812500 Penalty: 1898.888916
	Iteration 0F: 2 clusters Score -246823.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -244088.234375 Penalty: 3797.777832
	Iteration 0F: 3 clusters Score -244088.2 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -244565.140625 Penalty: 3797.777832
	Iteration 1F: 3 clusters Score -244565.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -244694.062500 Penalty: 3797.777832
	Iteration 2F: 3 clusters Score -244694.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -244765.765625 Penalty: 3797.777832
	Iteration 3Q: 3 clusters Score -244765.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -244811.750000 Penalty: 3797.777832
	Iteration 4Q: 3 clusters Score -244811.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -244835.031250 Penalty: 3797.777832
	Iteration 5Q: 3 clusters Score -244835 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -244851.312500 Penalty: 3797.777832
	Iteration 6Q: 3 clusters Score -244851.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -244863.703125 Penalty: 3797.777832
	Iteration 7Q: 3 clusters Score -244863.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -244875.390625 Penalty: 3797.777832
	Iteration 8Q: 3 clusters Score -244875.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -244887.343750 Penalty: 3797.777832
	Iteration 9Q: 3 clusters Score -244887.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -244902.843750 Penalty: 3797.777832
	Iteration 10Q: 3 clusters Score -244902.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -244915.671875 Penalty: 3797.777832
	Iteration 11Q: 3 clusters Score -244915.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -244929.421875 Penalty: 3797.777832
	Iteration 12Q: 3 clusters Score -244929.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -244940.625000 Penalty: 3797.777832
	Iteration 13Q: 3 clusters Score -244940.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -244948.078125 Penalty: 3797.777832
	Iteration 14Q: 3 clusters Score -244948.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -244955.125000 Penalty: 3797.777832
	Iteration 15Q: 3 clusters Score -244955.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -244959.906250 Penalty: 3797.777832
	Iteration 16Q: 3 clusters Score -244959.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -244962.765625 Penalty: 3797.777832
	Iteration 17Q: 3 clusters Score -244962.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -244964.593750 Penalty: 3797.777832
	Iteration 18Q: 3 clusters Score -244964.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -244965.578125 Penalty: 3797.777832
	Iteration 19Q: 3 clusters Score -244965.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -244967.156250 Penalty: 3797.777832
	Iteration 20F: 3 clusters Score -244967.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -244968.921875 Penalty: 3797.777832
	Iteration 21Q: 3 clusters Score -244968.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -244969.437500 Penalty: 3797.777832
	Iteration 22Q: 3 clusters Score -244969.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -244971.281250 Penalty: 3797.777832
	Iteration 23Q: 3 clusters Score -244971.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -244972.031250 Penalty: 3797.777832
	Iteration 24Q: 3 clusters Score -244972 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -244972.343750 Penalty: 3797.777832
	Iteration 25Q: 3 clusters Score -244972.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -244973.390625 Penalty: 3797.777832
	Iteration 26Q: 3 clusters Score -244973.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -244973.203125 Penalty: 3797.777832
	Iteration 27Q: 3 clusters Score -244973.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -244973.203125 Penalty: 3797.777832
	Iteration 28F: 3 clusters Score -244973.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (202341 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202341 members 
Entering Unmasked Estep 
Score: -23954998.000000 Penalty: 3029.991943
	Iteration 0F: 2 clusters Score -2.3955e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101165 members 
Mstep: Class 2 contains 101176 members 
Entering Unmasked Estep 
Score: -23823250.000000 Penalty: 6059.983887
	Iteration 0F: 3 clusters Score -2.382325e+07 nChanged 97270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101051 members 
Mstep: Class 2 contains 101290 members 
Entering Unmasked Estep 
Score: -23880484.000000 Penalty: 6059.983887
	Iteration 1F: 3 clusters Score -2.388048e+07 nChanged 5883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101104 members 
Mstep: Class 2 contains 101237 members 
Entering Unmasked Estep 
Score: -23881506.000000 Penalty: 6059.983887
	Iteration 2Q: 3 clusters Score -2.388151e+07 nChanged 6004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101020 members 
Mstep: Class 2 contains 101321 members 
Entering Unmasked Estep 
Score: -23883172.000000 Penalty: 6059.983887
	Iteration 3Q: 3 clusters Score -2.388317e+07 nChanged 6705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100799 members 
Mstep: Class 2 contains 101542 members 
Entering Unmasked Estep 
Score: -23885104.000000 Penalty: 6059.983887
	Iteration 4Q: 3 clusters Score -2.38851e+07 nChanged 7487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100206 members 
Mstep: Class 2 contains 102135 members 
Entering Unmasked Estep 
Score: -23887616.000000 Penalty: 6059.983887
	Iteration 5Q: 3 clusters Score -2.388762e+07 nChanged 8595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99319 members 
Mstep: Class 2 contains 103022 members 
Entering Unmasked Estep 
Score: -23891526.000000 Penalty: 6059.983887
	Iteration 6Q: 3 clusters Score -2.389153e+07 nChanged 10370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97921 members 
Mstep: Class 2 contains 104420 members 
Entering Unmasked Estep 
Score: -23897092.000000 Penalty: 6059.983887
	Iteration 7F: 3 clusters Score -2.389709e+07 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96222 members 
Mstep: Class 2 contains 106119 members 
Entering Unmasked Estep 
Score: -23905940.000000 Penalty: 6059.983887
	Iteration 8F: 3 clusters Score -2.390594e+07 nChanged 13516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94516 members 
Mstep: Class 2 contains 107825 members 
Entering Unmasked Estep 
Score: -23916006.000000 Penalty: 6059.983887
	Iteration 9F: 3 clusters Score -2.391601e+07 nChanged 12479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93171 members 
Mstep: Class 2 contains 109170 members 
Entering Unmasked Estep 
Score: -23923310.000000 Penalty: 6059.983887
	Iteration 10F: 3 clusters Score -2.392331e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92021 members 
Mstep: Class 2 contains 110320 members 
Entering Unmasked Estep 
Score: -23926454.000000 Penalty: 6059.983887
	Iteration 11Q: 3 clusters Score -2.392645e+07 nChanged 5180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90837 members 
Mstep: Class 2 contains 111504 members 
Entering Unmasked Estep 
Score: -23927760.000000 Penalty: 6059.983887
	Iteration 12Q: 3 clusters Score -2.392776e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89456 members 
Mstep: Class 2 contains 112885 members 
Entering Unmasked Estep 
Score: -23928288.000000 Penalty: 6059.983887
	Iteration 13Q: 3 clusters Score -2.392829e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87869 members 
Mstep: Class 2 contains 114472 members 
Entering Unmasked Estep 
Score: -23928748.000000 Penalty: 6059.983887
	Iteration 14Q: 3 clusters Score -2.392875e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86126 members 
Mstep: Class 2 contains 116215 members 
Entering Unmasked Estep 
Score: -23929174.000000 Penalty: 6059.983887
	Iteration 15Q: 3 clusters Score -2.392917e+07 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84352 members 
Mstep: Class 2 contains 117989 members 
Entering Unmasked Estep 
Score: -23929694.000000 Penalty: 6059.983887
	Iteration 16Q: 3 clusters Score -2.392969e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82447 members 
Mstep: Class 2 contains 119894 members 
Entering Unmasked Estep 
Score: -23930112.000000 Penalty: 6059.983887
	Iteration 17Q: 3 clusters Score -2.393011e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80429 members 
Mstep: Class 2 contains 121912 members 
Entering Unmasked Estep 
Score: -23930684.000000 Penalty: 6059.983887
	Iteration 18Q: 3 clusters Score -2.393068e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78259 members 
Mstep: Class 2 contains 124082 members 
Entering Unmasked Estep 
Score: -23931304.000000 Penalty: 6059.983887
	Iteration 19Q: 3 clusters Score -2.39313e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75978 members 
Mstep: Class 2 contains 126363 members 
Entering Unmasked Estep 
Score: -23931958.000000 Penalty: 6059.983887
	Iteration 20F: 3 clusters Score -2.393196e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73543 members 
Mstep: Class 2 contains 128798 members 
Entering Unmasked Estep 
Score: -23932690.000000 Penalty: 6059.983887
	Iteration 21Q: 3 clusters Score -2.393269e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70893 members 
Mstep: Class 2 contains 131448 members 
Entering Unmasked Estep 
Score: -23933496.000000 Penalty: 6059.983887
	Iteration 22Q: 3 clusters Score -2.39335e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68164 members 
Mstep: Class 2 contains 134177 members 
Entering Unmasked Estep 
Score: -23934376.000000 Penalty: 6059.983887
	Iteration 23Q: 3 clusters Score -2.393438e+07 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65430 members 
Mstep: Class 2 contains 136911 members 
Entering Unmasked Estep 
Score: -23935398.000000 Penalty: 6059.983887
	Iteration 24Q: 3 clusters Score -2.39354e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62613 members 
Mstep: Class 2 contains 139728 members 
Entering Unmasked Estep 
Score: -23936284.000000 Penalty: 6059.983887
	Iteration 25Q: 3 clusters Score -2.393628e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59674 members 
Mstep: Class 2 contains 142667 members 
Entering Unmasked Estep 
Score: -23937300.000000 Penalty: 6059.983887
	Iteration 26Q: 3 clusters Score -2.39373e+07 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56624 members 
Mstep: Class 2 contains 145717 members 
Entering Unmasked Estep 
Score: -23938298.000000 Penalty: 6059.983887
	Iteration 27Q: 3 clusters Score -2.39383e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 148766 members 
Entering Unmasked Estep 
Score: -23939200.000000 Penalty: 6059.983887
	Iteration 28Q: 3 clusters Score -2.39392e+07 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50554 members 
Mstep: Class 2 contains 151787 members 
Entering Unmasked Estep 
Score: -23940170.000000 Penalty: 6059.983887
	Iteration 29Q: 3 clusters Score -2.394017e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47337 members 
Mstep: Class 2 contains 155004 members 
Entering Unmasked Estep 
Score: -23941290.000000 Penalty: 6059.983887
	Iteration 30Q: 3 clusters Score -2.394129e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 158317 members 
Entering Unmasked Estep 
Score: -23942248.000000 Penalty: 6059.983887
	Iteration 31Q: 3 clusters Score -2.394225e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 161699 members 
Entering Unmasked Estep 
Score: -23943484.000000 Penalty: 6059.983887
	Iteration 32Q: 3 clusters Score -2.394348e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37261 members 
Mstep: Class 2 contains 165080 members 
Entering Unmasked Estep 
Score: -23944750.000000 Penalty: 6059.983887
	Iteration 33Q: 3 clusters Score -2.394475e+07 nChanged 3315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 168391 members 
Entering Unmasked Estep 
Score: -23945702.000000 Penalty: 6059.983887
	Iteration 34Q: 3 clusters Score -2.39457e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 171496 members 
Entering Unmasked Estep 
Score: -23946492.000000 Penalty: 6059.983887
	Iteration 35Q: 3 clusters Score -2.394649e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27843 members 
Mstep: Class 2 contains 174498 members 
Entering Unmasked Estep 
Score: -23947240.000000 Penalty: 6059.983887
	Iteration 36Q: 3 clusters Score -2.394724e+07 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 177242 members 
Entering Unmasked Estep 
Score: -23948008.000000 Penalty: 6059.983887
	Iteration 37Q: 3 clusters Score -2.394801e+07 nChanged 2551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 179791 members 
Entering Unmasked Estep 
Score: -23948616.000000 Penalty: 6059.983887
	Iteration 38Q: 3 clusters Score -2.394862e+07 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20258 members 
Mstep: Class 2 contains 182083 members 
Entering Unmasked Estep 
Score: -23949232.000000 Penalty: 6059.983887
	Iteration 39Q: 3 clusters Score -2.394923e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 184134 members 
Entering Unmasked Estep 
Score: -23949794.000000 Penalty: 6059.983887
	Iteration 40F: 3 clusters Score -2.394979e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16150 members 
Mstep: Class 2 contains 186191 members 
Entering Unmasked Estep 
Score: -23950362.000000 Penalty: 6059.983887
	Iteration 41Q: 3 clusters Score -2.395036e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 188046 members 
Entering Unmasked Estep 
Score: -23950760.000000 Penalty: 6059.983887
	Iteration 42Q: 3 clusters Score -2.395076e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 189664 members 
Entering Unmasked Estep 
Score: -23951220.000000 Penalty: 6059.983887
	Iteration 43Q: 3 clusters Score -2.395122e+07 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 191106 members 
Entering Unmasked Estep 
Score: -23951610.000000 Penalty: 6059.983887
	Iteration 44Q: 3 clusters Score -2.395161e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10028 members 
Mstep: Class 2 contains 192313 members 
Entering Unmasked Estep 
Score: -23951862.000000 Penalty: 6059.983887
	Iteration 45Q: 3 clusters Score -2.395186e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 193362 members 
Entering Unmasked Estep 
Score: -23952142.000000 Penalty: 6059.983887
	Iteration 46Q: 3 clusters Score -2.395214e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 194221 members 
Entering Unmasked Estep 
Score: -23952324.000000 Penalty: 6059.983887
	Iteration 47Q: 3 clusters Score -2.395232e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 194947 members 
Entering Unmasked Estep 
Score: -23952498.000000 Penalty: 6059.983887
	Iteration 48Q: 3 clusters Score -2.39525e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 195573 members 
Entering Unmasked Estep 
Score: -23952522.000000 Penalty: 6059.983887
	Iteration 49Q: 3 clusters Score -2.395252e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 196133 members 
Entering Unmasked Estep 
Score: -23952516.000000 Penalty: 6059.983887
	Iteration 50Q: 3 clusters Score -2.395252e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 196622 members 
Entering Unmasked Estep 
Score: -23952618.000000 Penalty: 6059.983887
	Iteration 51Q: 3 clusters Score -2.395262e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 197021 members 
Entering Unmasked Estep 
Score: -23952712.000000 Penalty: 6059.983887
	Iteration 52Q: 3 clusters Score -2.395271e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 197320 members 
Entering Unmasked Estep 
Score: -23952764.000000 Penalty: 6059.983887
	Iteration 53Q: 3 clusters Score -2.395276e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 197582 members 
Entering Unmasked Estep 
Score: -23952748.000000 Penalty: 6059.983887
	Iteration 54Q: 3 clusters Score -2.395275e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 197798 members 
Entering Unmasked Estep 
Score: -23952752.000000 Penalty: 6059.983887
	Iteration 55Q: 3 clusters Score -2.395275e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 198012 members 
Entering Unmasked Estep 
Score: -23952762.000000 Penalty: 6059.983887
	Iteration 56Q: 3 clusters Score -2.395276e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 198208 members 
Entering Unmasked Estep 
Score: -23952808.000000 Penalty: 6059.983887
	Iteration 57Q: 3 clusters Score -2.395281e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 198377 members 
Entering Unmasked Estep 
Score: -23952864.000000 Penalty: 6059.983887
	Iteration 58Q: 3 clusters Score -2.395286e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 198534 members 
Entering Unmasked Estep 
Score: -23952910.000000 Penalty: 6059.983887
	Iteration 59Q: 3 clusters Score -2.395291e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 198660 members 
Entering Unmasked Estep 
Score: -23952940.000000 Penalty: 6059.983887
	Iteration 60F: 3 clusters Score -2.395294e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 198778 members 
Entering Unmasked Estep 
Score: -23952944.000000 Penalty: 6059.983887
	Iteration 61Q: 3 clusters Score -2.395294e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 198893 members 
Entering Unmasked Estep 
Score: -23952960.000000 Penalty: 6059.983887
	Iteration 62Q: 3 clusters Score -2.395296e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 198987 members 
Entering Unmasked Estep 
Score: -23952954.000000 Penalty: 6059.983887
	Iteration 63Q: 3 clusters Score -2.395295e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 199068 members 
Entering Unmasked Estep 
Score: -23952986.000000 Penalty: 6059.983887
	Iteration 64Q: 3 clusters Score -2.395299e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 199137 members 
Entering Unmasked Estep 
Score: -23953024.000000 Penalty: 6059.983887
	Iteration 65Q: 3 clusters Score -2.395302e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 199211 members 
Entering Unmasked Estep 
Score: -23952994.000000 Penalty: 6059.983887
	Iteration 66Q: 3 clusters Score -2.395299e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 199265 members 
Entering Unmasked Estep 
Score: -23952994.000000 Penalty: 6059.983887
	Iteration 67Q: 3 clusters Score -2.395299e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 199308 members 
Entering Unmasked Estep 
Score: -23952988.000000 Penalty: 6059.983887
	Iteration 68Q: 3 clusters Score -2.395299e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 199343 members 
Entering Unmasked Estep 
Score: -23953016.000000 Penalty: 6059.983887
	Iteration 69Q: 3 clusters Score -2.395302e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 199372 members 
Entering Unmasked Estep 
Score: -23953010.000000 Penalty: 6059.983887
	Iteration 70Q: 3 clusters Score -2.395301e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 199405 members 
Entering Unmasked Estep 
Score: -23953010.000000 Penalty: 6059.983887
	Iteration 71Q: 3 clusters Score -2.395301e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 199431 members 
Entering Unmasked Estep 
Score: -23953000.000000 Penalty: 6059.983887
	Iteration 72Q: 3 clusters Score -2.3953e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 199463 members 
Entering Unmasked Estep 
Score: -23953020.000000 Penalty: 6059.983887
	Iteration 73Q: 3 clusters Score -2.395302e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 199495 members 
Entering Unmasked Estep 
Score: -23953032.000000 Penalty: 6059.983887
	Iteration 74Q: 3 clusters Score -2.395303e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 199516 members 
Entering Unmasked Estep 
Score: -23953022.000000 Penalty: 6059.983887
	Iteration 75Q: 3 clusters Score -2.395302e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 199530 members 
Entering Unmasked Estep 
Score: -23953038.000000 Penalty: 6059.983887
	Iteration 76Q: 3 clusters Score -2.395304e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 199546 members 
Entering Unmasked Estep 
Score: -23953036.000000 Penalty: 6059.983887
	Iteration 77Q: 3 clusters Score -2.395304e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 199556 members 
Entering Unmasked Estep 
Score: -23953032.000000 Penalty: 6059.983887
	Iteration 78Q: 3 clusters Score -2.395303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 199569 members 
Entering Unmasked Estep 
Score: -23953010.000000 Penalty: 6059.983887
	Iteration 79Q: 3 clusters Score -2.395301e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 199583 members 
Entering Unmasked Estep 
Score: -23953022.000000 Penalty: 6059.983887
	Iteration 80F: 3 clusters Score -2.395302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 199590 members 
Entering Unmasked Estep 
Score: -23953026.000000 Penalty: 6059.983887
	Iteration 81Q: 3 clusters Score -2.395303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 199598 members 
Entering Unmasked Estep 
Score: -23953014.000000 Penalty: 6059.983887
	Iteration 82Q: 3 clusters Score -2.395301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 199608 members 
Entering Unmasked Estep 
Score: -23953016.000000 Penalty: 6059.983887
	Iteration 83Q: 3 clusters Score -2.395302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 199612 members 
Entering Unmasked Estep 
Score: -23952998.000000 Penalty: 6059.983887
	Iteration 84Q: 3 clusters Score -2.3953e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 199622 members 
Entering Unmasked Estep 
Score: -23952990.000000 Penalty: 6059.983887
	Iteration 85Q: 3 clusters Score -2.395299e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 199628 members 
Entering Unmasked Estep 
Score: -23953004.000000 Penalty: 6059.983887
	Iteration 86Q: 3 clusters Score -2.3953e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 199640 members 
Entering Unmasked Estep 
Score: -23953010.000000 Penalty: 6059.983887
	Iteration 87Q: 3 clusters Score -2.395301e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 199650 members 
Entering Unmasked Estep 
Score: -23953000.000000 Penalty: 6059.983887
	Iteration 88Q: 3 clusters Score -2.3953e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 199658 members 
Entering Unmasked Estep 
Score: -23952994.000000 Penalty: 6059.983887
	Iteration 89Q: 3 clusters Score -2.395299e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 199665 members 
Entering Unmasked Estep 
Score: -23952994.000000 Penalty: 6059.983887
	Iteration 90Q: 3 clusters Score -2.395299e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 199672 members 
Entering Unmasked Estep 
Score: -23953006.000000 Penalty: 6059.983887
	Iteration 91Q: 3 clusters Score -2.395301e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 199679 members 
Entering Unmasked Estep 
Score: -23953010.000000 Penalty: 6059.983887
	Iteration 92Q: 3 clusters Score -2.395301e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 199687 members 
Entering Unmasked Estep 
Score: -23953012.000000 Penalty: 6059.983887
	Iteration 93Q: 3 clusters Score -2.395301e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 199692 members 
Entering Unmasked Estep 
Score: -23953024.000000 Penalty: 6059.983887
	Iteration 94Q: 3 clusters Score -2.395302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 199695 members 
Entering Unmasked Estep 
Score: -23953006.000000 Penalty: 6059.983887
	Iteration 95Q: 3 clusters Score -2.395301e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 199706 members 
Entering Unmasked Estep 
Score: -23953026.000000 Penalty: 6059.983887
	Iteration 96Q: 3 clusters Score -2.395303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 199719 members 
Entering Unmasked Estep 
Score: -23953028.000000 Penalty: 6059.983887
	Iteration 97Q: 3 clusters Score -2.395303e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 199734 members 
Entering Unmasked Estep 
Score: -23953040.000000 Penalty: 6059.983887
	Iteration 98Q: 3 clusters Score -2.395304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 199746 members 
Entering Unmasked Estep 
Score: -23953044.000000 Penalty: 6059.983887
	Iteration 99Q: 3 clusters Score -2.395304e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 199759 members 
Entering Unmasked Estep 
Score: -23953058.000000 Penalty: 6059.983887
	Iteration 100F: 3 clusters Score -2.395306e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 199776 members 
Entering Unmasked Estep 
Score: -23953070.000000 Penalty: 6059.983887
	Iteration 101Q: 3 clusters Score -2.395307e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 199787 members 
Entering Unmasked Estep 
Score: -23953074.000000 Penalty: 6059.983887
	Iteration 102Q: 3 clusters Score -2.395307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 199799 members 
Entering Unmasked Estep 
Score: -23953066.000000 Penalty: 6059.983887
	Iteration 103Q: 3 clusters Score -2.395307e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 199811 members 
Entering Unmasked Estep 
Score: -23953092.000000 Penalty: 6059.983887
	Iteration 104Q: 3 clusters Score -2.395309e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 199820 members 
Entering Unmasked Estep 
Score: -23953084.000000 Penalty: 6059.983887
	Iteration 105Q: 3 clusters Score -2.395308e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 199827 members 
Entering Unmasked Estep 
Score: -23953080.000000 Penalty: 6059.983887
	Iteration 106Q: 3 clusters Score -2.395308e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 199840 members 
Entering Unmasked Estep 
Score: -23953068.000000 Penalty: 6059.983887
	Iteration 107Q: 3 clusters Score -2.395307e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 199847 members 
Entering Unmasked Estep 
Score: -23953084.000000 Penalty: 6059.983887
	Iteration 108Q: 3 clusters Score -2.395308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 199855 members 
Entering Unmasked Estep 
Score: -23953082.000000 Penalty: 6059.983887
	Iteration 109Q: 3 clusters Score -2.395308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 199861 members 
Entering Unmasked Estep 
Score: -23953086.000000 Penalty: 6059.983887
	Iteration 110Q: 3 clusters Score -2.395309e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 199864 members 
Entering Unmasked Estep 
Score: -23953084.000000 Penalty: 6059.983887
	Iteration 111Q: 3 clusters Score -2.395308e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 199872 members 
Entering Unmasked Estep 
Score: -23953078.000000 Penalty: 6059.983887
	Iteration 112Q: 3 clusters Score -2.395308e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 199877 members 
Entering Unmasked Estep 
Score: -23953080.000000 Penalty: 6059.983887
	Iteration 113Q: 3 clusters Score -2.395308e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 199884 members 
Entering Unmasked Estep 
Score: -23953078.000000 Penalty: 6059.983887
	Iteration 114Q: 3 clusters Score -2.395308e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 199887 members 
Entering Unmasked Estep 
Score: -23953066.000000 Penalty: 6059.983887
	Iteration 115Q: 3 clusters Score -2.395307e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 199890 members 
Entering Unmasked Estep 
Score: -23953072.000000 Penalty: 6059.983887
	Iteration 116Q: 3 clusters Score -2.395307e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 199890 members 
Entering Unmasked Estep 
Score: -23953072.000000 Penalty: 6059.983887
	Iteration 117F: 3 clusters Score -2.395307e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Entering Unmasked Estep 
Score: -2902568.250000 Penalty: 2525.855225
	Iteration 0F: 2 clusters Score -2902568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2884186.750000 Penalty: 5051.710449
	Iteration 0F: 3 clusters Score -2884187 nChanged 11958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2890813.250000 Penalty: 5051.710449
	Iteration 1F: 3 clusters Score -2890813 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13189 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -2891480.250000 Penalty: 5051.710449
	Iteration 2F: 3 clusters Score -2891480 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -2892144.000000 Penalty: 5051.710449
	Iteration 3F: 3 clusters Score -2892144 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2892747.250000 Penalty: 5051.710449
	Iteration 4F: 3 clusters Score -2892747 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 13275 members 
Entering Unmasked Estep 
Score: -2893373.750000 Penalty: 5051.710449
	Iteration 5Q: 3 clusters Score -2893374 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -2894126.500000 Penalty: 5051.710449
	Iteration 6F: 3 clusters Score -2894126 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2894979.250000 Penalty: 5051.710449
	Iteration 7F: 3 clusters Score -2894979 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13651 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -2895753.250000 Penalty: 5051.710449
	Iteration 8F: 3 clusters Score -2895753 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2896463.500000 Penalty: 5051.710449
	Iteration 9Q: 3 clusters Score -2896464 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -2897073.750000 Penalty: 5051.710449
	Iteration 10Q: 3 clusters Score -2897074 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13738 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2897596.000000 Penalty: 5051.710449
	Iteration 11Q: 3 clusters Score -2897596 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -2898054.750000 Penalty: 5051.710449
	Iteration 12Q: 3 clusters Score -2898055 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -2898391.500000 Penalty: 5051.710449
	Iteration 13Q: 3 clusters Score -2898392 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -2898623.000000 Penalty: 5051.710449
	Iteration 14Q: 3 clusters Score -2898623 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -2898793.000000 Penalty: 5051.710449
	Iteration 15Q: 3 clusters Score -2898793 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 13078 members 
Entering Unmasked Estep 
Score: -2898920.000000 Penalty: 5051.710449
	Iteration 16Q: 3 clusters Score -2898920 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13421 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2899029.500000 Penalty: 5051.710449
	Iteration 17Q: 3 clusters Score -2899030 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -2899097.750000 Penalty: 5051.710449
	Iteration 18Q: 3 clusters Score -2899098 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -2899162.250000 Penalty: 5051.710449
	Iteration 19Q: 3 clusters Score -2899162 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -2899226.500000 Penalty: 5051.710449
	Iteration 20F: 3 clusters Score -2899226 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2899282.750000 Penalty: 5051.710449
	Iteration 21Q: 3 clusters Score -2899283 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2899343.750000 Penalty: 5051.710449
	Iteration 22Q: 3 clusters Score -2899344 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2899393.750000 Penalty: 5051.710449
	Iteration 23Q: 3 clusters Score -2899394 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -2899439.250000 Penalty: 5051.710449
	Iteration 24Q: 3 clusters Score -2899439 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13945 members 
Mstep: Class 2 contains 12555 members 
Entering Unmasked Estep 
Score: -2899482.750000 Penalty: 5051.710449
	Iteration 25Q: 3 clusters Score -2899483 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -2899527.750000 Penalty: 5051.710449
	Iteration 26Q: 3 clusters Score -2899528 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -2899554.250000 Penalty: 5051.710449
	Iteration 27Q: 3 clusters Score -2899554 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -2899574.250000 Penalty: 5051.710449
	Iteration 28Q: 3 clusters Score -2899574 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -2899590.750000 Penalty: 5051.710449
	Iteration 29Q: 3 clusters Score -2899591 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -2899608.000000 Penalty: 5051.710449
	Iteration 30Q: 3 clusters Score -2899608 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 12039 members 
Entering Unmasked Estep 
Score: -2899625.000000 Penalty: 5051.710449
	Iteration 31Q: 3 clusters Score -2899625 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 11967 members 
Entering Unmasked Estep 
Score: -2899649.000000 Penalty: 5051.710449
	Iteration 32Q: 3 clusters Score -2899649 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 11906 members 
Entering Unmasked Estep 
Score: -2899663.750000 Penalty: 5051.710449
	Iteration 33Q: 3 clusters Score -2899664 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 11829 members 
Entering Unmasked Estep 
Score: -2899685.750000 Penalty: 5051.710449
	Iteration 34Q: 3 clusters Score -2899686 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14750 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -2899699.500000 Penalty: 5051.710449
	Iteration 35Q: 3 clusters Score -2899700 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14823 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -2899710.500000 Penalty: 5051.710449
	Iteration 36Q: 3 clusters Score -2899710 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 11622 members 
Entering Unmasked Estep 
Score: -2899738.250000 Penalty: 5051.710449
	Iteration 37Q: 3 clusters Score -2899738 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -2899733.500000 Penalty: 5051.710449
	Iteration 38Q: 3 clusters Score -2899734 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -2899741.500000 Penalty: 5051.710449
	Iteration 39Q: 3 clusters Score -2899742 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2899752.000000 Penalty: 5051.710449
	Iteration 40F: 3 clusters Score -2899752 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -2899765.500000 Penalty: 5051.710449
	Iteration 41Q: 3 clusters Score -2899766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15079 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -2899772.250000 Penalty: 5051.710449
	Iteration 42Q: 3 clusters Score -2899772 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2899772.250000 Penalty: 5051.710449
	Iteration 43Q: 3 clusters Score -2899772 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15150 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2899782.000000 Penalty: 5051.710449
	Iteration 44Q: 3 clusters Score -2899782 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2899781.500000 Penalty: 5051.710449
	Iteration 45Q: 3 clusters Score -2899782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -2899785.000000 Penalty: 5051.710449
	Iteration 46Q: 3 clusters Score -2899785 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -2899800.500000 Penalty: 5051.710449
	Iteration 47Q: 3 clusters Score -2899800 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2899814.750000 Penalty: 5051.710449
	Iteration 48Q: 3 clusters Score -2899815 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 11138 members 
Entering Unmasked Estep 
Score: -2899824.750000 Penalty: 5051.710449
	Iteration 49Q: 3 clusters Score -2899825 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -2899834.000000 Penalty: 5051.710449
	Iteration 50Q: 3 clusters Score -2899834 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15462 members 
Mstep: Class 2 contains 11038 members 
Entering Unmasked Estep 
Score: -2899847.750000 Penalty: 5051.710449
	Iteration 51Q: 3 clusters Score -2899848 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 10972 members 
Entering Unmasked Estep 
Score: -2899866.750000 Penalty: 5051.710449
	Iteration 52Q: 3 clusters Score -2899867 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2899876.000000 Penalty: 5051.710449
	Iteration 53Q: 3 clusters Score -2899876 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2899896.000000 Penalty: 5051.710449
	Iteration 54Q: 3 clusters Score -2899896 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15743 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2899904.500000 Penalty: 5051.710449
	Iteration 55Q: 3 clusters Score -2899904 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15826 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2899905.000000 Penalty: 5051.710449
	Iteration 56Q: 3 clusters Score -2899905 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -2899922.250000 Penalty: 5051.710449
	Iteration 57Q: 3 clusters Score -2899922 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2899941.250000 Penalty: 5051.710449
	Iteration 58Q: 3 clusters Score -2899941 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16026 members 
Mstep: Class 2 contains 10474 members 
Entering Unmasked Estep 
Score: -2899944.750000 Penalty: 5051.710449
	Iteration 59Q: 3 clusters Score -2899945 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2899960.500000 Penalty: 5051.710449
	Iteration 60F: 3 clusters Score -2899960 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 10332 members 
Entering Unmasked Estep 
Score: -2899976.750000 Penalty: 5051.710449
	Iteration 61Q: 3 clusters Score -2899977 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -2899995.750000 Penalty: 5051.710449
	Iteration 62Q: 3 clusters Score -2899996 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -2899997.750000 Penalty: 5051.710449
	Iteration 63Q: 3 clusters Score -2899998 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 10085 members 
Entering Unmasked Estep 
Score: -2900013.750000 Penalty: 5051.710449
	Iteration 64Q: 3 clusters Score -2900014 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -2900025.000000 Penalty: 5051.710449
	Iteration 65Q: 3 clusters Score -2900025 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2900033.000000 Penalty: 5051.710449
	Iteration 66Q: 3 clusters Score -2900033 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2900051.000000 Penalty: 5051.710449
	Iteration 67Q: 3 clusters Score -2900051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -2900056.250000 Penalty: 5051.710449
	Iteration 68Q: 3 clusters Score -2900056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16819 members 
Mstep: Class 2 contains 9681 members 
Entering Unmasked Estep 
Score: -2900071.750000 Penalty: 5051.710449
	Iteration 69Q: 3 clusters Score -2900072 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 9593 members 
Entering Unmasked Estep 
Score: -2900089.000000 Penalty: 5051.710449
	Iteration 70Q: 3 clusters Score -2900089 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 9489 members 
Entering Unmasked Estep 
Score: -2900118.500000 Penalty: 5051.710449
	Iteration 71Q: 3 clusters Score -2900118 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17109 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2900141.000000 Penalty: 5051.710449
	Iteration 72Q: 3 clusters Score -2900141 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17217 members 
Mstep: Class 2 contains 9283 members 
Entering Unmasked Estep 
Score: -2900153.500000 Penalty: 5051.710449
	Iteration 73Q: 3 clusters Score -2900154 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -2900172.500000 Penalty: 5051.710449
	Iteration 74Q: 3 clusters Score -2900172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -2900182.750000 Penalty: 5051.710449
	Iteration 75Q: 3 clusters Score -2900183 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -2900191.000000 Penalty: 5051.710449
	Iteration 76Q: 3 clusters Score -2900191 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -2900203.750000 Penalty: 5051.710449
	Iteration 77Q: 3 clusters Score -2900204 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17662 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -2900216.750000 Penalty: 5051.710449
	Iteration 78Q: 3 clusters Score -2900217 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17749 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -2900235.250000 Penalty: 5051.710449
	Iteration 79Q: 3 clusters Score -2900235 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2900250.250000 Penalty: 5051.710449
	Iteration 80F: 3 clusters Score -2900250 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 8583 members 
Entering Unmasked Estep 
Score: -2900263.750000 Penalty: 5051.710449
	Iteration 81Q: 3 clusters Score -2900264 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 8508 members 
Entering Unmasked Estep 
Score: -2900264.250000 Penalty: 5051.710449
	Iteration 82Q: 3 clusters Score -2900264 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2900270.750000 Penalty: 5051.710449
	Iteration 83Q: 3 clusters Score -2900271 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2900280.250000 Penalty: 5051.710449
	Iteration 84Q: 3 clusters Score -2900280 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18195 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -2900292.500000 Penalty: 5051.710449
	Iteration 85Q: 3 clusters Score -2900292 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -2900298.000000 Penalty: 5051.710449
	Iteration 86Q: 3 clusters Score -2900298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 8186 members 
Entering Unmasked Estep 
Score: -2900308.750000 Penalty: 5051.710449
	Iteration 87Q: 3 clusters Score -2900309 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -2900334.250000 Penalty: 5051.710449
	Iteration 88Q: 3 clusters Score -2900334 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 8060 members 
Entering Unmasked Estep 
Score: -2900336.250000 Penalty: 5051.710449
	Iteration 89Q: 3 clusters Score -2900336 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 8011 members 
Entering Unmasked Estep 
Score: -2900345.250000 Penalty: 5051.710449
	Iteration 90Q: 3 clusters Score -2900345 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -2900351.000000 Penalty: 5051.710449
	Iteration 91Q: 3 clusters Score -2900351 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18593 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -2900361.250000 Penalty: 5051.710449
	Iteration 92Q: 3 clusters Score -2900361 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -2900364.500000 Penalty: 5051.710449
	Iteration 93Q: 3 clusters Score -2900364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18723 members 
Mstep: Class 2 contains 7777 members 
Entering Unmasked Estep 
Score: -2900378.250000 Penalty: 5051.710449
	Iteration 94Q: 3 clusters Score -2900378 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2900390.000000 Penalty: 5051.710449
	Iteration 95Q: 3 clusters Score -2900390 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2900392.250000 Penalty: 5051.710449
	Iteration 96Q: 3 clusters Score -2900392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18902 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -2900396.500000 Penalty: 5051.710449
	Iteration 97Q: 3 clusters Score -2900396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18952 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -2900400.250000 Penalty: 5051.710449
	Iteration 98Q: 3 clusters Score -2900400 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -2900397.500000 Penalty: 5051.710449
	Iteration 99Q: 3 clusters Score -2900398 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -2900404.000000 Penalty: 5051.710449
	Iteration 100F: 3 clusters Score -2900404 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -2900415.000000 Penalty: 5051.710449
	Iteration 101Q: 3 clusters Score -2900415 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -2900419.250000 Penalty: 5051.710449
	Iteration 102Q: 3 clusters Score -2900419 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2900429.000000 Penalty: 5051.710449
	Iteration 103Q: 3 clusters Score -2900429 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19189 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -2900438.750000 Penalty: 5051.710449
	Iteration 104Q: 3 clusters Score -2900439 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -2900442.000000 Penalty: 5051.710449
	Iteration 105Q: 3 clusters Score -2900442 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -2900437.750000 Penalty: 5051.710449
	Iteration 106Q: 3 clusters Score -2900438 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19299 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -2900443.000000 Penalty: 5051.710449
	Iteration 107Q: 3 clusters Score -2900443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2900446.750000 Penalty: 5051.710449
	Iteration 108Q: 3 clusters Score -2900447 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -2900448.500000 Penalty: 5051.710449
	Iteration 109Q: 3 clusters Score -2900448 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19421 members 
Mstep: Class 2 contains 7079 members 
Entering Unmasked Estep 
Score: -2900455.000000 Penalty: 5051.710449
	Iteration 110Q: 3 clusters Score -2900455 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19455 members 
Mstep: Class 2 contains 7045 members 
Entering Unmasked Estep 
Score: -2900464.750000 Penalty: 5051.710449
	Iteration 111Q: 3 clusters Score -2900465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2900461.250000 Penalty: 5051.710449
	Iteration 112Q: 3 clusters Score -2900461 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 6990 members 
Entering Unmasked Estep 
Score: -2900467.500000 Penalty: 5051.710449
	Iteration 113Q: 3 clusters Score -2900468 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -2900475.750000 Penalty: 5051.710449
	Iteration 114Q: 3 clusters Score -2900476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19567 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -2900475.750000 Penalty: 5051.710449
	Iteration 115Q: 3 clusters Score -2900476 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -2900482.500000 Penalty: 5051.710449
	Iteration 116Q: 3 clusters Score -2900482 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19636 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -2900485.250000 Penalty: 5051.710449
	Iteration 117Q: 3 clusters Score -2900485 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19674 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2900484.500000 Penalty: 5051.710449
	Iteration 118Q: 3 clusters Score -2900484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -2900496.000000 Penalty: 5051.710449
	Iteration 119Q: 3 clusters Score -2900496 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -2900497.000000 Penalty: 5051.710449
	Iteration 120F: 3 clusters Score -2900497 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19793 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -2900504.250000 Penalty: 5051.710449
	Iteration 121Q: 3 clusters Score -2900504 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2900504.000000 Penalty: 5051.710449
	Iteration 122Q: 3 clusters Score -2900504 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19863 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -2900501.500000 Penalty: 5051.710449
	Iteration 123Q: 3 clusters Score -2900502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2900508.500000 Penalty: 5051.710449
	Iteration 124Q: 3 clusters Score -2900508 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2900514.250000 Penalty: 5051.710449
	Iteration 125Q: 3 clusters Score -2900514 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2900517.000000 Penalty: 5051.710449
	Iteration 126Q: 3 clusters Score -2900517 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19993 members 
Mstep: Class 2 contains 6507 members 
Entering Unmasked Estep 
Score: -2900530.250000 Penalty: 5051.710449
	Iteration 127Q: 3 clusters Score -2900530 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20032 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -2900530.750000 Penalty: 5051.710449
	Iteration 128Q: 3 clusters Score -2900531 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2900532.750000 Penalty: 5051.710449
	Iteration 129Q: 3 clusters Score -2900533 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20109 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -2900545.500000 Penalty: 5051.710449
	Iteration 130Q: 3 clusters Score -2900546 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -2900545.000000 Penalty: 5051.710449
	Iteration 131Q: 3 clusters Score -2900545 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -2900555.750000 Penalty: 5051.710449
	Iteration 132Q: 3 clusters Score -2900556 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2900568.250000 Penalty: 5051.710449
	Iteration 133Q: 3 clusters Score -2900568 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20307 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2900573.250000 Penalty: 5051.710449
	Iteration 134Q: 3 clusters Score -2900573 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -2900574.500000 Penalty: 5051.710449
	Iteration 135Q: 3 clusters Score -2900574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -2900586.500000 Penalty: 5051.710449
	Iteration 136Q: 3 clusters Score -2900586 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2900597.500000 Penalty: 5051.710449
	Iteration 137Q: 3 clusters Score -2900598 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 5969 members 
Entering Unmasked Estep 
Score: -2900599.250000 Penalty: 5051.710449
	Iteration 138Q: 3 clusters Score -2900599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -2900608.000000 Penalty: 5051.710449
	Iteration 139Q: 3 clusters Score -2900608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2900615.250000 Penalty: 5051.710449
	Iteration 140F: 3 clusters Score -2900615 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20672 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -2900623.000000 Penalty: 5051.710449
	Iteration 141Q: 3 clusters Score -2900623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20724 members 
Mstep: Class 2 contains 5776 members 
Entering Unmasked Estep 
Score: -2900637.750000 Penalty: 5051.710449
	Iteration 142Q: 3 clusters Score -2900638 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20781 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2900655.250000 Penalty: 5051.710449
	Iteration 143Q: 3 clusters Score -2900655 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2900662.000000 Penalty: 5051.710449
	Iteration 144Q: 3 clusters Score -2900662 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2900682.250000 Penalty: 5051.710449
	Iteration 145Q: 3 clusters Score -2900682 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -2900692.500000 Penalty: 5051.710449
	Iteration 146Q: 3 clusters Score -2900692 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2900709.250000 Penalty: 5051.710449
	Iteration 147Q: 3 clusters Score -2900709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2900704.250000 Penalty: 5051.710449
	Iteration 148Q: 3 clusters Score -2900704 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2900733.000000 Penalty: 5051.710449
	Iteration 149Q: 3 clusters Score -2900733 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2900749.250000 Penalty: 5051.710449
	Iteration 150Q: 3 clusters Score -2900749 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -2900773.500000 Penalty: 5051.710449
	Iteration 151Q: 3 clusters Score -2900774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 5087 members 
Entering Unmasked Estep 
Score: -2900808.250000 Penalty: 5051.710449
	Iteration 152Q: 3 clusters Score -2900808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -2900828.500000 Penalty: 5051.710449
	Iteration 153Q: 3 clusters Score -2900828 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21619 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2900854.250000 Penalty: 5051.710449
	Iteration 154Q: 3 clusters Score -2900854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -2900882.750000 Penalty: 5051.710449
	Iteration 155Q: 3 clusters Score -2900883 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21831 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -2900922.750000 Penalty: 5051.710449
	Iteration 156Q: 3 clusters Score -2900923 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -2900951.250000 Penalty: 5051.710449
	Iteration 157Q: 3 clusters Score -2900951 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -2900990.500000 Penalty: 5051.710449
	Iteration 158Q: 3 clusters Score -2900990 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22141 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -2901020.000000 Penalty: 5051.710449
	Iteration 159Q: 3 clusters Score -2901020 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -2901064.500000 Penalty: 5051.710449
	Iteration 160F: 3 clusters Score -2901064 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2901109.750000 Penalty: 5051.710449
	Iteration 161Q: 3 clusters Score -2901110 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22432 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -2901146.500000 Penalty: 5051.710449
	Iteration 162Q: 3 clusters Score -2901146 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -2901210.250000 Penalty: 5051.710449
	Iteration 163Q: 3 clusters Score -2901210 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -2901254.250000 Penalty: 5051.710449
	Iteration 164Q: 3 clusters Score -2901254 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -2901341.250000 Penalty: 5051.710449
	Iteration 165Q: 3 clusters Score -2901341 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2901478.750000 Penalty: 5051.710449
	Iteration 166Q: 3 clusters Score -2901479 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -2901652.250000 Penalty: 5051.710449
	Iteration 167Q: 3 clusters Score -2901652 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -2901896.250000 Penalty: 5051.710449
	Iteration 168Q: 3 clusters Score -2901896 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -2902055.250000 Penalty: 5051.710449
	Iteration 169Q: 3 clusters Score -2902055 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23317 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -2902128.750000 Penalty: 5051.710449
	Iteration 170Q: 3 clusters Score -2902129 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -2902163.750000 Penalty: 5051.710449
	Iteration 171Q: 3 clusters Score -2902164 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -2902184.500000 Penalty: 5051.710449
	Iteration 172Q: 3 clusters Score -2902184 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23417 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -2902196.000000 Penalty: 5051.710449
	Iteration 173Q: 3 clusters Score -2902196 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23422 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -2902199.500000 Penalty: 5051.710449
	Iteration 174Q: 3 clusters Score -2902200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2902211.250000 Penalty: 5051.710449
	Iteration 175Q: 3 clusters Score -2902211 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2902213.000000 Penalty: 5051.710449
	Iteration 176Q: 3 clusters Score -2902213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2902212.000000 Penalty: 5051.710449
	Iteration 177Q: 3 clusters Score -2902212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2902213.750000 Penalty: 5051.710449
	Iteration 178Q: 3 clusters Score -2902214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2902213.750000 Penalty: 5051.710449
	Iteration 179F: 3 clusters Score -2902214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13451 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Entering Unmasked Estep 
Score: -1611652.125000 Penalty: 2357.688477
	Iteration 0F: 2 clusters Score -1611652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1601770.000000 Penalty: 4715.376953
	Iteration 0F: 3 clusters Score -1601770 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 6672 members 
Entering Unmasked Estep 
Score: -1604977.250000 Penalty: 4715.376953
	Iteration 1F: 3 clusters Score -1604977 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -1605400.500000 Penalty: 4715.376953
	Iteration 2F: 3 clusters Score -1605400 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -1605844.750000 Penalty: 4715.376953
	Iteration 3F: 3 clusters Score -1605845 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 6512 members 
Entering Unmasked Estep 
Score: -1606333.250000 Penalty: 4715.376953
	Iteration 4F: 3 clusters Score -1606333 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1606900.000000 Penalty: 4715.376953
	Iteration 5F: 3 clusters Score -1606900 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6411 members 
Entering Unmasked Estep 
Score: -1607459.125000 Penalty: 4715.376953
	Iteration 6F: 3 clusters Score -1607459 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1607991.375000 Penalty: 4715.376953
	Iteration 7F: 3 clusters Score -1607991 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1608377.750000 Penalty: 4715.376953
	Iteration 8Q: 3 clusters Score -1608378 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 6194 members 
Entering Unmasked Estep 
Score: -1608702.000000 Penalty: 4715.376953
	Iteration 9Q: 3 clusters Score -1608702 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -1608938.375000 Penalty: 4715.376953
	Iteration 10Q: 3 clusters Score -1608938 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1609098.875000 Penalty: 4715.376953
	Iteration 11Q: 3 clusters Score -1609099 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1609249.625000 Penalty: 4715.376953
	Iteration 12Q: 3 clusters Score -1609250 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7689 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1609385.625000 Penalty: 4715.376953
	Iteration 13Q: 3 clusters Score -1609386 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1609538.000000 Penalty: 4715.376953
	Iteration 14Q: 3 clusters Score -1609538 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1609686.750000 Penalty: 4715.376953
	Iteration 15Q: 3 clusters Score -1609687 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -1609825.125000 Penalty: 4715.376953
	Iteration 16Q: 3 clusters Score -1609825 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 5179 members 
Entering Unmasked Estep 
Score: -1609953.000000 Penalty: 4715.376953
	Iteration 17Q: 3 clusters Score -1609953 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 5025 members 
Entering Unmasked Estep 
Score: -1610059.625000 Penalty: 4715.376953
	Iteration 18Q: 3 clusters Score -1610060 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8550 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1610123.000000 Penalty: 4715.376953
	Iteration 19Q: 3 clusters Score -1610123 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1610170.250000 Penalty: 4715.376953
	Iteration 20F: 3 clusters Score -1610170 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1610201.875000 Penalty: 4715.376953
	Iteration 21Q: 3 clusters Score -1610202 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1610224.125000 Penalty: 4715.376953
	Iteration 22Q: 3 clusters Score -1610224 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1610240.875000 Penalty: 4715.376953
	Iteration 23Q: 3 clusters Score -1610241 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1610249.625000 Penalty: 4715.376953
	Iteration 24Q: 3 clusters Score -1610250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8918 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1610254.875000 Penalty: 4715.376953
	Iteration 25Q: 3 clusters Score -1610255 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8938 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1610261.250000 Penalty: 4715.376953
	Iteration 26Q: 3 clusters Score -1610261 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1610260.875000 Penalty: 4715.376953
	Iteration 27Q: 3 clusters Score -1610261 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -1610262.500000 Penalty: 4715.376953
	Iteration 28Q: 3 clusters Score -1610262 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8964 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1610260.250000 Penalty: 4715.376953
	Iteration 29Q: 3 clusters Score -1610260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1610260.500000 Penalty: 4715.376953
	Iteration 30Q: 3 clusters Score -1610260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1610263.750000 Penalty: 4715.376953
	Iteration 31Q: 3 clusters Score -1610264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1610264.250000 Penalty: 4715.376953
	Iteration 32Q: 3 clusters Score -1610264 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1610264.625000 Penalty: 4715.376953
	Iteration 33Q: 3 clusters Score -1610265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1610266.625000 Penalty: 4715.376953
	Iteration 34Q: 3 clusters Score -1610267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1610265.250000 Penalty: 4715.376953
	Iteration 35Q: 3 clusters Score -1610265 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -1610265.250000 Penalty: 4715.376953
	Iteration 36F: 3 clusters Score -1610265 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -264160.500000 Penalty: 1942.536255
	Iteration 0F: 2 clusters Score -264160.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -261194.250000 Penalty: 3885.072510
	Iteration 0F: 3 clusters Score -261194.2 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -261752.796875 Penalty: 3885.072510
	Iteration 1F: 3 clusters Score -261752.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -261900.453125 Penalty: 3885.072510
	Iteration 2F: 3 clusters Score -261900.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -261996.781250 Penalty: 3885.072510
	Iteration 3Q: 3 clusters Score -261996.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -262063.906250 Penalty: 3885.072510
	Iteration 4Q: 3 clusters Score -262063.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -262124.875000 Penalty: 3885.072510
	Iteration 5Q: 3 clusters Score -262124.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -262180.156250 Penalty: 3885.072510
	Iteration 6Q: 3 clusters Score -262180.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -262223.218750 Penalty: 3885.072510
	Iteration 7Q: 3 clusters Score -262223.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -262253.125000 Penalty: 3885.072510
	Iteration 8Q: 3 clusters Score -262253.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -262275.156250 Penalty: 3885.072510
	Iteration 9Q: 3 clusters Score -262275.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -262296.906250 Penalty: 3885.072510
	Iteration 10Q: 3 clusters Score -262296.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -262309.843750 Penalty: 3885.072510
	Iteration 11Q: 3 clusters Score -262309.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -262318.843750 Penalty: 3885.072510
	Iteration 12Q: 3 clusters Score -262318.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -262331.312500 Penalty: 3885.072510
	Iteration 13Q: 3 clusters Score -262331.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -262343.000000 Penalty: 3885.072510
	Iteration 14Q: 3 clusters Score -262343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -262359.375000 Penalty: 3885.072510
	Iteration 15Q: 3 clusters Score -262359.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -262382.000000 Penalty: 3885.072510
	Iteration 16Q: 3 clusters Score -262382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -262399.687500 Penalty: 3885.072510
	Iteration 17Q: 3 clusters Score -262399.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -262418.593750 Penalty: 3885.072510
	Iteration 18Q: 3 clusters Score -262418.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -262432.781250 Penalty: 3885.072510
	Iteration 19Q: 3 clusters Score -262432.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -262439.875000 Penalty: 3885.072510
	Iteration 20F: 3 clusters Score -262439.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -262447.156250 Penalty: 3885.072510
	Iteration 21Q: 3 clusters Score -262447.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -262453.968750 Penalty: 3885.072510
	Iteration 22Q: 3 clusters Score -262454 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -262460.375000 Penalty: 3885.072510
	Iteration 23Q: 3 clusters Score -262460.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -262466.812500 Penalty: 3885.072510
	Iteration 24Q: 3 clusters Score -262466.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -262470.343750 Penalty: 3885.072510
	Iteration 25Q: 3 clusters Score -262470.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -262472.781250 Penalty: 3885.072510
	Iteration 26Q: 3 clusters Score -262472.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -262478.875000 Penalty: 3885.072510
	Iteration 27Q: 3 clusters Score -262478.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -262488.250000 Penalty: 3885.072510
	Iteration 28Q: 3 clusters Score -262488.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -262494.500000 Penalty: 3885.072510
	Iteration 29Q: 3 clusters Score -262494.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -262499.000000 Penalty: 3885.072510
	Iteration 30Q: 3 clusters Score -262499 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -262502.781250 Penalty: 3885.072510
	Iteration 31Q: 3 clusters Score -262502.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -262507.656250 Penalty: 3885.072510
	Iteration 32Q: 3 clusters Score -262507.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -262510.562500 Penalty: 3885.072510
	Iteration 33Q: 3 clusters Score -262510.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -262513.218750 Penalty: 3885.072510
	Iteration 34Q: 3 clusters Score -262513.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -262517.125000 Penalty: 3885.072510
	Iteration 35Q: 3 clusters Score -262517.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -262520.656250 Penalty: 3885.072510
	Iteration 36Q: 3 clusters Score -262520.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -262524.531250 Penalty: 3885.072510
	Iteration 37Q: 3 clusters Score -262524.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -262527.281250 Penalty: 3885.072510
	Iteration 38Q: 3 clusters Score -262527.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -262527.968750 Penalty: 3885.072510
	Iteration 39Q: 3 clusters Score -262528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -262528.187500 Penalty: 3885.072510
	Iteration 40F: 3 clusters Score -262528.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -262528.562500 Penalty: 3885.072510
	Iteration 41Q: 3 clusters Score -262528.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -262528.562500 Penalty: 3885.072510
	Iteration 42F: 3 clusters Score -262528.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Entering Unmasked Estep 
Score: -1073258.875000 Penalty: 2328.697266
	Iteration 0F: 2 clusters Score -1073259 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1064350.625000 Penalty: 4657.394531
	Iteration 0F: 3 clusters Score -1064351 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 6054 members 
Entering Unmasked Estep 
Score: -1067186.000000 Penalty: 4657.394531
	Iteration 1F: 3 clusters Score -1067186 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -1067732.125000 Penalty: 4657.394531
	Iteration 2F: 3 clusters Score -1067732 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1068301.875000 Penalty: 4657.394531
	Iteration 3F: 3 clusters Score -1068302 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1068954.375000 Penalty: 4657.394531
	Iteration 4F: 3 clusters Score -1068954 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1069671.625000 Penalty: 4657.394531
	Iteration 5F: 3 clusters Score -1069672 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1070436.625000 Penalty: 4657.394531
	Iteration 6F: 3 clusters Score -1070437 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1070983.625000 Penalty: 4657.394531
	Iteration 7F: 3 clusters Score -1070984 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1071362.625000 Penalty: 4657.394531
	Iteration 8F: 3 clusters Score -1071363 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -1071596.000000 Penalty: 4657.394531
	Iteration 9Q: 3 clusters Score -1071596 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1071752.625000 Penalty: 4657.394531
	Iteration 10Q: 3 clusters Score -1071753 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1071848.250000 Penalty: 4657.394531
	Iteration 11Q: 3 clusters Score -1071848 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -1071902.500000 Penalty: 4657.394531
	Iteration 12Q: 3 clusters Score -1071902 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1071941.500000 Penalty: 4657.394531
	Iteration 13Q: 3 clusters Score -1071942 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1071972.500000 Penalty: 4657.394531
	Iteration 14Q: 3 clusters Score -1071972 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -1071995.375000 Penalty: 4657.394531
	Iteration 15Q: 3 clusters Score -1071995 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -1072010.125000 Penalty: 4657.394531
	Iteration 16Q: 3 clusters Score -1072010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1072025.625000 Penalty: 4657.394531
	Iteration 17Q: 3 clusters Score -1072026 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1072041.625000 Penalty: 4657.394531
	Iteration 18Q: 3 clusters Score -1072042 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1072049.250000 Penalty: 4657.394531
	Iteration 19Q: 3 clusters Score -1072049 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -1072061.125000 Penalty: 4657.394531
	Iteration 20F: 3 clusters Score -1072061 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1072072.125000 Penalty: 4657.394531
	Iteration 21Q: 3 clusters Score -1072072 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1072076.500000 Penalty: 4657.394531
	Iteration 22Q: 3 clusters Score -1072076 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1072081.875000 Penalty: 4657.394531
	Iteration 23Q: 3 clusters Score -1072082 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1072086.625000 Penalty: 4657.394531
	Iteration 24Q: 3 clusters Score -1072087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1072090.875000 Penalty: 4657.394531
	Iteration 25Q: 3 clusters Score -1072091 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1072097.875000 Penalty: 4657.394531
	Iteration 26Q: 3 clusters Score -1072098 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -1072102.000000 Penalty: 4657.394531
	Iteration 27Q: 3 clusters Score -1072102 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5516 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1072109.750000 Penalty: 4657.394531
	Iteration 28Q: 3 clusters Score -1072110 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1072115.375000 Penalty: 4657.394531
	Iteration 29Q: 3 clusters Score -1072115 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1072125.750000 Penalty: 4657.394531
	Iteration 30Q: 3 clusters Score -1072126 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1072126.375000 Penalty: 4657.394531
	Iteration 31Q: 3 clusters Score -1072126 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -1072134.250000 Penalty: 4657.394531
	Iteration 32Q: 3 clusters Score -1072134 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1072137.625000 Penalty: 4657.394531
	Iteration 33Q: 3 clusters Score -1072138 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1072142.625000 Penalty: 4657.394531
	Iteration 34Q: 3 clusters Score -1072143 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1072147.875000 Penalty: 4657.394531
	Iteration 35Q: 3 clusters Score -1072148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1072151.125000 Penalty: 4657.394531
	Iteration 36Q: 3 clusters Score -1072151 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1072152.625000 Penalty: 4657.394531
	Iteration 37Q: 3 clusters Score -1072153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -1072155.375000 Penalty: 4657.394531
	Iteration 38Q: 3 clusters Score -1072155 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1072157.625000 Penalty: 4657.394531
	Iteration 39Q: 3 clusters Score -1072158 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1072162.625000 Penalty: 4657.394531
	Iteration 40F: 3 clusters Score -1072163 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -1072168.375000 Penalty: 4657.394531
	Iteration 41Q: 3 clusters Score -1072168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6811 members 
Entering Unmasked Estep 
Score: -1072172.125000 Penalty: 4657.394531
	Iteration 42Q: 3 clusters Score -1072172 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1072173.000000 Penalty: 4657.394531
	Iteration 43Q: 3 clusters Score -1072173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1072176.750000 Penalty: 4657.394531
	Iteration 44Q: 3 clusters Score -1072177 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -1072182.750000 Penalty: 4657.394531
	Iteration 45Q: 3 clusters Score -1072183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1072178.625000 Penalty: 4657.394531
	Iteration 46Q: 3 clusters Score -1072179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -1072180.250000 Penalty: 4657.394531
	Iteration 47Q: 3 clusters Score -1072180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1072185.375000 Penalty: 4657.394531
	Iteration 48Q: 3 clusters Score -1072185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1072183.875000 Penalty: 4657.394531
	Iteration 49Q: 3 clusters Score -1072184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1072188.000000 Penalty: 4657.394531
	Iteration 50Q: 3 clusters Score -1072188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1072188.875000 Penalty: 4657.394531
	Iteration 51Q: 3 clusters Score -1072189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1072189.125000 Penalty: 4657.394531
	Iteration 52Q: 3 clusters Score -1072189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5022 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1072191.000000 Penalty: 4657.394531
	Iteration 53Q: 3 clusters Score -1072191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1072190.875000 Penalty: 4657.394531
	Iteration 54Q: 3 clusters Score -1072191 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -1072195.125000 Penalty: 4657.394531
	Iteration 55Q: 3 clusters Score -1072195 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1072199.250000 Penalty: 4657.394531
	Iteration 56Q: 3 clusters Score -1072199 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -1072205.250000 Penalty: 4657.394531
	Iteration 57Q: 3 clusters Score -1072205 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -1072209.500000 Penalty: 4657.394531
	Iteration 58Q: 3 clusters Score -1072210 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -1072213.625000 Penalty: 4657.394531
	Iteration 59Q: 3 clusters Score -1072214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4894 members 
Mstep: Class 2 contains 7073 members 
Entering Unmasked Estep 
Score: -1072213.875000 Penalty: 4657.394531
	Iteration 60F: 3 clusters Score -1072214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -1072219.000000 Penalty: 4657.394531
	Iteration 61Q: 3 clusters Score -1072219 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7102 members 
Entering Unmasked Estep 
Score: -1072218.500000 Penalty: 4657.394531
	Iteration 62Q: 3 clusters Score -1072218 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1072221.750000 Penalty: 4657.394531
	Iteration 63Q: 3 clusters Score -1072222 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1072227.000000 Penalty: 4657.394531
	Iteration 64Q: 3 clusters Score -1072227 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 7165 members 
Entering Unmasked Estep 
Score: -1072231.875000 Penalty: 4657.394531
	Iteration 65Q: 3 clusters Score -1072232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1072242.125000 Penalty: 4657.394531
	Iteration 66Q: 3 clusters Score -1072242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1072244.500000 Penalty: 4657.394531
	Iteration 67Q: 3 clusters Score -1072244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1072247.000000 Penalty: 4657.394531
	Iteration 68Q: 3 clusters Score -1072247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1072246.625000 Penalty: 4657.394531
	Iteration 69Q: 3 clusters Score -1072247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -1072248.750000 Penalty: 4657.394531
	Iteration 70Q: 3 clusters Score -1072249 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1072255.625000 Penalty: 4657.394531
	Iteration 71Q: 3 clusters Score -1072256 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1072257.000000 Penalty: 4657.394531
	Iteration 72Q: 3 clusters Score -1072257 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 7339 members 
Entering Unmasked Estep 
Score: -1072263.125000 Penalty: 4657.394531
	Iteration 73Q: 3 clusters Score -1072263 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1072260.625000 Penalty: 4657.394531
	Iteration 74Q: 3 clusters Score -1072261 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1072266.000000 Penalty: 4657.394531
	Iteration 75Q: 3 clusters Score -1072266 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -1072272.375000 Penalty: 4657.394531
	Iteration 76Q: 3 clusters Score -1072272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -1072274.250000 Penalty: 4657.394531
	Iteration 77Q: 3 clusters Score -1072274 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -1072275.750000 Penalty: 4657.394531
	Iteration 78Q: 3 clusters Score -1072276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 7437 members 
Entering Unmasked Estep 
Score: -1072278.625000 Penalty: 4657.394531
	Iteration 79Q: 3 clusters Score -1072279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -1072278.500000 Penalty: 4657.394531
	Iteration 80F: 3 clusters Score -1072278 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1072278.125000 Penalty: 4657.394531
	Iteration 81Q: 3 clusters Score -1072278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1072278.125000 Penalty: 4657.394531
	Iteration 82F: 3 clusters Score -1072278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10176 members 
Entering Unmasked Estep 
Score: -1135464.875000 Penalty: 2288.491211
	Iteration 0F: 2 clusters Score -1135465 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 5104 members 
Entering Unmasked Estep 
Score: -1127685.750000 Penalty: 4576.982422
	Iteration 0F: 3 clusters Score -1127686 nChanged 4227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1130080.000000 Penalty: 4576.982422
	Iteration 1F: 3 clusters Score -1130080 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1130405.000000 Penalty: 4576.982422
	Iteration 2F: 3 clusters Score -1130405 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1130639.000000 Penalty: 4576.982422
	Iteration 3Q: 3 clusters Score -1130639 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -1130813.375000 Penalty: 4576.982422
	Iteration 4Q: 3 clusters Score -1130813 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1130991.250000 Penalty: 4576.982422
	Iteration 5Q: 3 clusters Score -1130991 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -1131148.750000 Penalty: 4576.982422
	Iteration 6Q: 3 clusters Score -1131149 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -1131304.875000 Penalty: 4576.982422
	Iteration 7Q: 3 clusters Score -1131305 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1131464.625000 Penalty: 4576.982422
	Iteration 8Q: 3 clusters Score -1131465 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1131626.125000 Penalty: 4576.982422
	Iteration 9Q: 3 clusters Score -1131626 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -1131801.500000 Penalty: 4576.982422
	Iteration 10Q: 3 clusters Score -1131802 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1131970.250000 Penalty: 4576.982422
	Iteration 11Q: 3 clusters Score -1131970 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1132127.750000 Penalty: 4576.982422
	Iteration 12Q: 3 clusters Score -1132128 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5531 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1132264.375000 Penalty: 4576.982422
	Iteration 13Q: 3 clusters Score -1132264 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1132382.625000 Penalty: 4576.982422
	Iteration 14Q: 3 clusters Score -1132383 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1132490.875000 Penalty: 4576.982422
	Iteration 15Q: 3 clusters Score -1132491 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1132578.625000 Penalty: 4576.982422
	Iteration 16Q: 3 clusters Score -1132579 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1132643.750000 Penalty: 4576.982422
	Iteration 17Q: 3 clusters Score -1132644 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1132693.000000 Penalty: 4576.982422
	Iteration 18Q: 3 clusters Score -1132693 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1132733.375000 Penalty: 4576.982422
	Iteration 19Q: 3 clusters Score -1132733 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -1132768.000000 Penalty: 4576.982422
	Iteration 20F: 3 clusters Score -1132768 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1132797.750000 Penalty: 4576.982422
	Iteration 21Q: 3 clusters Score -1132798 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1132824.875000 Penalty: 4576.982422
	Iteration 22Q: 3 clusters Score -1132825 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1132853.625000 Penalty: 4576.982422
	Iteration 23Q: 3 clusters Score -1132854 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1132875.000000 Penalty: 4576.982422
	Iteration 24Q: 3 clusters Score -1132875 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1132899.375000 Penalty: 4576.982422
	Iteration 25Q: 3 clusters Score -1132899 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1132921.125000 Penalty: 4576.982422
	Iteration 26Q: 3 clusters Score -1132921 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1132940.875000 Penalty: 4576.982422
	Iteration 27Q: 3 clusters Score -1132941 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1132955.750000 Penalty: 4576.982422
	Iteration 28Q: 3 clusters Score -1132956 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1132962.625000 Penalty: 4576.982422
	Iteration 29Q: 3 clusters Score -1132963 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -1132968.375000 Penalty: 4576.982422
	Iteration 30Q: 3 clusters Score -1132968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1132976.000000 Penalty: 4576.982422
	Iteration 31Q: 3 clusters Score -1132976 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1132981.250000 Penalty: 4576.982422
	Iteration 32Q: 3 clusters Score -1132981 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1132986.250000 Penalty: 4576.982422
	Iteration 33Q: 3 clusters Score -1132986 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1132991.875000 Penalty: 4576.982422
	Iteration 34Q: 3 clusters Score -1132992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1132993.875000 Penalty: 4576.982422
	Iteration 35Q: 3 clusters Score -1132994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1133002.250000 Penalty: 4576.982422
	Iteration 36Q: 3 clusters Score -1133002 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1133001.625000 Penalty: 4576.982422
	Iteration 37Q: 3 clusters Score -1133002 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1133007.375000 Penalty: 4576.982422
	Iteration 38Q: 3 clusters Score -1133007 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -1133011.750000 Penalty: 4576.982422
	Iteration 39Q: 3 clusters Score -1133012 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1133018.375000 Penalty: 4576.982422
	Iteration 40F: 3 clusters Score -1133018 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1133026.375000 Penalty: 4576.982422
	Iteration 41Q: 3 clusters Score -1133026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1133027.250000 Penalty: 4576.982422
	Iteration 42Q: 3 clusters Score -1133027 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1133032.125000 Penalty: 4576.982422
	Iteration 43Q: 3 clusters Score -1133032 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1133033.875000 Penalty: 4576.982422
	Iteration 44Q: 3 clusters Score -1133034 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -1133041.875000 Penalty: 4576.982422
	Iteration 45Q: 3 clusters Score -1133042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -1133050.750000 Penalty: 4576.982422
	Iteration 46Q: 3 clusters Score -1133051 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1133058.500000 Penalty: 4576.982422
	Iteration 47Q: 3 clusters Score -1133058 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1133062.750000 Penalty: 4576.982422
	Iteration 48Q: 3 clusters Score -1133063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1133069.000000 Penalty: 4576.982422
	Iteration 49Q: 3 clusters Score -1133069 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1133072.750000 Penalty: 4576.982422
	Iteration 50Q: 3 clusters Score -1133073 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1133080.875000 Penalty: 4576.982422
	Iteration 51Q: 3 clusters Score -1133081 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1133081.375000 Penalty: 4576.982422
	Iteration 52Q: 3 clusters Score -1133081 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1133089.125000 Penalty: 4576.982422
	Iteration 53Q: 3 clusters Score -1133089 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1133095.625000 Penalty: 4576.982422
	Iteration 54Q: 3 clusters Score -1133096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1133098.125000 Penalty: 4576.982422
	Iteration 55Q: 3 clusters Score -1133098 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1133105.250000 Penalty: 4576.982422
	Iteration 56Q: 3 clusters Score -1133105 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1133116.875000 Penalty: 4576.982422
	Iteration 57Q: 3 clusters Score -1133117 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1133118.125000 Penalty: 4576.982422
	Iteration 58Q: 3 clusters Score -1133118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1133126.500000 Penalty: 4576.982422
	Iteration 59Q: 3 clusters Score -1133126 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1133124.750000 Penalty: 4576.982422
	Iteration 60F: 3 clusters Score -1133125 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1133125.875000 Penalty: 4576.982422
	Iteration 61Q: 3 clusters Score -1133126 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1133129.000000 Penalty: 4576.982422
	Iteration 62Q: 3 clusters Score -1133129 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5778 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1133134.125000 Penalty: 4576.982422
	Iteration 63Q: 3 clusters Score -1133134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -1133135.250000 Penalty: 4576.982422
	Iteration 64Q: 3 clusters Score -1133135 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1133141.625000 Penalty: 4576.982422
	Iteration 65Q: 3 clusters Score -1133142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1133141.625000 Penalty: 4576.982422
	Iteration 66Q: 3 clusters Score -1133142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1133143.500000 Penalty: 4576.982422
	Iteration 67Q: 3 clusters Score -1133144 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -1133147.375000 Penalty: 4576.982422
	Iteration 68Q: 3 clusters Score -1133147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1133149.250000 Penalty: 4576.982422
	Iteration 69Q: 3 clusters Score -1133149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1133148.750000 Penalty: 4576.982422
	Iteration 70Q: 3 clusters Score -1133149 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1133151.250000 Penalty: 4576.982422
	Iteration 71Q: 3 clusters Score -1133151 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -1133155.125000 Penalty: 4576.982422
	Iteration 72Q: 3 clusters Score -1133155 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1133159.750000 Penalty: 4576.982422
	Iteration 73Q: 3 clusters Score -1133160 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1133162.625000 Penalty: 4576.982422
	Iteration 74Q: 3 clusters Score -1133163 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1133166.250000 Penalty: 4576.982422
	Iteration 75Q: 3 clusters Score -1133166 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1133163.750000 Penalty: 4576.982422
	Iteration 76Q: 3 clusters Score -1133164 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1133167.875000 Penalty: 4576.982422
	Iteration 77Q: 3 clusters Score -1133168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1133171.375000 Penalty: 4576.982422
	Iteration 78Q: 3 clusters Score -1133171 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1133176.375000 Penalty: 4576.982422
	Iteration 79Q: 3 clusters Score -1133176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1133176.875000 Penalty: 4576.982422
	Iteration 80F: 3 clusters Score -1133177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1133175.750000 Penalty: 4576.982422
	Iteration 81Q: 3 clusters Score -1133176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1133176.500000 Penalty: 4576.982422
	Iteration 82Q: 3 clusters Score -1133176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -1133175.250000 Penalty: 4576.982422
	Iteration 83Q: 3 clusters Score -1133175 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1133176.000000 Penalty: 4576.982422
	Iteration 84Q: 3 clusters Score -1133176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -1133174.625000 Penalty: 4576.982422
	Iteration 85Q: 3 clusters Score -1133175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -1133174.625000 Penalty: 4576.982422
	Iteration 86Q: 3 clusters Score -1133175 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1133180.500000 Penalty: 4576.982422
	Iteration 87Q: 3 clusters Score -1133180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -1133181.750000 Penalty: 4576.982422
	Iteration 88Q: 3 clusters Score -1133182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1133182.875000 Penalty: 4576.982422
	Iteration 89Q: 3 clusters Score -1133183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1133181.500000 Penalty: 4576.982422
	Iteration 90Q: 3 clusters Score -1133182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1133183.125000 Penalty: 4576.982422
	Iteration 91Q: 3 clusters Score -1133183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1133183.125000 Penalty: 4576.982422
	Iteration 92F: 3 clusters Score -1133183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (217709 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217709 members 
Entering Unmasked Estep 
Score: -25605516.000000 Penalty: 3048.146729
	Iteration 0F: 2 clusters Score -2.560552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108805 members 
Mstep: Class 2 contains 108904 members 
Entering Unmasked Estep 
Score: -25465192.000000 Penalty: 6096.293457
	Iteration 0F: 3 clusters Score -2.546519e+07 nChanged 104756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107643 members 
Mstep: Class 2 contains 110066 members 
Entering Unmasked Estep 
Score: -25527146.000000 Penalty: 6096.293457
	Iteration 1F: 3 clusters Score -2.552715e+07 nChanged 6398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106635 members 
Mstep: Class 2 contains 111074 members 
Entering Unmasked Estep 
Score: -25528642.000000 Penalty: 6096.293457
	Iteration 2Q: 3 clusters Score -2.552864e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105016 members 
Mstep: Class 2 contains 112693 members 
Entering Unmasked Estep 
Score: -25530438.000000 Penalty: 6096.293457
	Iteration 3Q: 3 clusters Score -2.553044e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102638 members 
Mstep: Class 2 contains 115071 members 
Entering Unmasked Estep 
Score: -25532862.000000 Penalty: 6096.293457
	Iteration 4Q: 3 clusters Score -2.553286e+07 nChanged 8553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99331 members 
Mstep: Class 2 contains 118378 members 
Entering Unmasked Estep 
Score: -25536088.000000 Penalty: 6096.293457
	Iteration 5Q: 3 clusters Score -2.553609e+07 nChanged 9779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94978 members 
Mstep: Class 2 contains 122731 members 
Entering Unmasked Estep 
Score: -25540900.000000 Penalty: 6096.293457
	Iteration 6Q: 3 clusters Score -2.55409e+07 nChanged 11330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89774 members 
Mstep: Class 2 contains 127935 members 
Entering Unmasked Estep 
Score: -25547456.000000 Penalty: 6096.293457
	Iteration 7F: 3 clusters Score -2.554746e+07 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84326 members 
Mstep: Class 2 contains 133383 members 
Entering Unmasked Estep 
Score: -25556098.000000 Penalty: 6096.293457
	Iteration 8F: 3 clusters Score -2.55561e+07 nChanged 13153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79651 members 
Mstep: Class 2 contains 138058 members 
Entering Unmasked Estep 
Score: -25566184.000000 Penalty: 6096.293457
	Iteration 9F: 3 clusters Score -2.556618e+07 nChanged 12708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76607 members 
Mstep: Class 2 contains 141102 members 
Entering Unmasked Estep 
Score: -25575142.000000 Penalty: 6096.293457
	Iteration 10F: 3 clusters Score -2.557514e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74851 members 
Mstep: Class 2 contains 142858 members 
Entering Unmasked Estep 
Score: -25580756.000000 Penalty: 6096.293457
	Iteration 11Q: 3 clusters Score -2.558076e+07 nChanged 7170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73403 members 
Mstep: Class 2 contains 144306 members 
Entering Unmasked Estep 
Score: -25582862.000000 Penalty: 6096.293457
	Iteration 12Q: 3 clusters Score -2.558286e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71859 members 
Mstep: Class 2 contains 145850 members 
Entering Unmasked Estep 
Score: -25583938.000000 Penalty: 6096.293457
	Iteration 13Q: 3 clusters Score -2.558394e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70232 members 
Mstep: Class 2 contains 147477 members 
Entering Unmasked Estep 
Score: -25584626.000000 Penalty: 6096.293457
	Iteration 14Q: 3 clusters Score -2.558463e+07 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 149219 members 
Entering Unmasked Estep 
Score: -25585202.000000 Penalty: 6096.293457
	Iteration 15Q: 3 clusters Score -2.55852e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 151130 members 
Entering Unmasked Estep 
Score: -25585786.000000 Penalty: 6096.293457
	Iteration 16Q: 3 clusters Score -2.558579e+07 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64639 members 
Mstep: Class 2 contains 153070 members 
Entering Unmasked Estep 
Score: -25586486.000000 Penalty: 6096.293457
	Iteration 17Q: 3 clusters Score -2.558649e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62568 members 
Mstep: Class 2 contains 155141 members 
Entering Unmasked Estep 
Score: -25587114.000000 Penalty: 6096.293457
	Iteration 18Q: 3 clusters Score -2.558711e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60448 members 
Mstep: Class 2 contains 157261 members 
Entering Unmasked Estep 
Score: -25587526.000000 Penalty: 6096.293457
	Iteration 19Q: 3 clusters Score -2.558753e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58261 members 
Mstep: Class 2 contains 159448 members 
Entering Unmasked Estep 
Score: -25588160.000000 Penalty: 6096.293457
	Iteration 20F: 3 clusters Score -2.558816e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 161775 members 
Entering Unmasked Estep 
Score: -25588668.000000 Penalty: 6096.293457
	Iteration 21Q: 3 clusters Score -2.558867e+07 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53595 members 
Mstep: Class 2 contains 164114 members 
Entering Unmasked Estep 
Score: -25589014.000000 Penalty: 6096.293457
	Iteration 22Q: 3 clusters Score -2.558901e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51239 members 
Mstep: Class 2 contains 166470 members 
Entering Unmasked Estep 
Score: -25589562.000000 Penalty: 6096.293457
	Iteration 23Q: 3 clusters Score -2.558956e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48974 members 
Mstep: Class 2 contains 168735 members 
Entering Unmasked Estep 
Score: -25589908.000000 Penalty: 6096.293457
	Iteration 24Q: 3 clusters Score -2.558991e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46760 members 
Mstep: Class 2 contains 170949 members 
Entering Unmasked Estep 
Score: -25590398.000000 Penalty: 6096.293457
	Iteration 25Q: 3 clusters Score -2.55904e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44515 members 
Mstep: Class 2 contains 173194 members 
Entering Unmasked Estep 
Score: -25590834.000000 Penalty: 6096.293457
	Iteration 26Q: 3 clusters Score -2.559083e+07 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42325 members 
Mstep: Class 2 contains 175384 members 
Entering Unmasked Estep 
Score: -25591218.000000 Penalty: 6096.293457
	Iteration 27Q: 3 clusters Score -2.559122e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 177560 members 
Entering Unmasked Estep 
Score: -25591614.000000 Penalty: 6096.293457
	Iteration 28Q: 3 clusters Score -2.559161e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38084 members 
Mstep: Class 2 contains 179625 members 
Entering Unmasked Estep 
Score: -25591970.000000 Penalty: 6096.293457
	Iteration 29Q: 3 clusters Score -2.559197e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36026 members 
Mstep: Class 2 contains 181683 members 
Entering Unmasked Estep 
Score: -25592288.000000 Penalty: 6096.293457
	Iteration 30Q: 3 clusters Score -2.559229e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34026 members 
Mstep: Class 2 contains 183683 members 
Entering Unmasked Estep 
Score: -25592572.000000 Penalty: 6096.293457
	Iteration 31Q: 3 clusters Score -2.559257e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32043 members 
Mstep: Class 2 contains 185666 members 
Entering Unmasked Estep 
Score: -25592890.000000 Penalty: 6096.293457
	Iteration 32Q: 3 clusters Score -2.559289e+07 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 187537 members 
Entering Unmasked Estep 
Score: -25593258.000000 Penalty: 6096.293457
	Iteration 33Q: 3 clusters Score -2.559326e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28444 members 
Mstep: Class 2 contains 189265 members 
Entering Unmasked Estep 
Score: -25593524.000000 Penalty: 6096.293457
	Iteration 34Q: 3 clusters Score -2.559352e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26752 members 
Mstep: Class 2 contains 190957 members 
Entering Unmasked Estep 
Score: -25593812.000000 Penalty: 6096.293457
	Iteration 35Q: 3 clusters Score -2.559381e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 192651 members 
Entering Unmasked Estep 
Score: -25594330.000000 Penalty: 6096.293457
	Iteration 36Q: 3 clusters Score -2.559433e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 194330 members 
Entering Unmasked Estep 
Score: -25594688.000000 Penalty: 6096.293457
	Iteration 37Q: 3 clusters Score -2.559469e+07 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21732 members 
Mstep: Class 2 contains 195977 members 
Entering Unmasked Estep 
Score: -25595062.000000 Penalty: 6096.293457
	Iteration 38Q: 3 clusters Score -2.559506e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20209 members 
Mstep: Class 2 contains 197500 members 
Entering Unmasked Estep 
Score: -25595430.000000 Penalty: 6096.293457
	Iteration 39Q: 3 clusters Score -2.559543e+07 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 198964 members 
Entering Unmasked Estep 
Score: -25595942.000000 Penalty: 6096.293457
	Iteration 40F: 3 clusters Score -2.559594e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 200376 members 
Entering Unmasked Estep 
Score: -25596286.000000 Penalty: 6096.293457
	Iteration 41Q: 3 clusters Score -2.559629e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 201750 members 
Entering Unmasked Estep 
Score: -25596588.000000 Penalty: 6096.293457
	Iteration 42Q: 3 clusters Score -2.559659e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 203081 members 
Entering Unmasked Estep 
Score: -25597114.000000 Penalty: 6096.293457
	Iteration 43Q: 3 clusters Score -2.559711e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 204297 members 
Entering Unmasked Estep 
Score: -25597602.000000 Penalty: 6096.293457
	Iteration 44Q: 3 clusters Score -2.55976e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 205416 members 
Entering Unmasked Estep 
Score: -25597974.000000 Penalty: 6096.293457
	Iteration 45Q: 3 clusters Score -2.559797e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 206438 members 
Entering Unmasked Estep 
Score: -25598352.000000 Penalty: 6096.293457
	Iteration 46Q: 3 clusters Score -2.559835e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 207401 members 
Entering Unmasked Estep 
Score: -25598760.000000 Penalty: 6096.293457
	Iteration 47Q: 3 clusters Score -2.559876e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 208273 members 
Entering Unmasked Estep 
Score: -25599208.000000 Penalty: 6096.293457
	Iteration 48Q: 3 clusters Score -2.559921e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 209082 members 
Entering Unmasked Estep 
Score: -25599570.000000 Penalty: 6096.293457
	Iteration 49Q: 3 clusters Score -2.559957e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 209797 members 
Entering Unmasked Estep 
Score: -25599886.000000 Penalty: 6096.293457
	Iteration 50Q: 3 clusters Score -2.559989e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 210452 members 
Entering Unmasked Estep 
Score: -25600168.000000 Penalty: 6096.293457
	Iteration 51Q: 3 clusters Score -2.560017e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 211041 members 
Entering Unmasked Estep 
Score: -25600424.000000 Penalty: 6096.293457
	Iteration 52Q: 3 clusters Score -2.560042e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 211603 members 
Entering Unmasked Estep 
Score: -25600708.000000 Penalty: 6096.293457
	Iteration 53Q: 3 clusters Score -2.560071e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5609 members 
Mstep: Class 2 contains 212100 members 
Entering Unmasked Estep 
Score: -25600912.000000 Penalty: 6096.293457
	Iteration 54Q: 3 clusters Score -2.560091e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 212537 members 
Entering Unmasked Estep 
Score: -25601122.000000 Penalty: 6096.293457
	Iteration 55Q: 3 clusters Score -2.560112e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 212916 members 
Entering Unmasked Estep 
Score: -25601266.000000 Penalty: 6096.293457
	Iteration 56Q: 3 clusters Score -2.560127e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 213249 members 
Entering Unmasked Estep 
Score: -25601392.000000 Penalty: 6096.293457
	Iteration 57Q: 3 clusters Score -2.560139e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4154 members 
Mstep: Class 2 contains 213555 members 
Entering Unmasked Estep 
Score: -25601546.000000 Penalty: 6096.293457
	Iteration 58Q: 3 clusters Score -2.560155e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 213803 members 
Entering Unmasked Estep 
Score: -25601686.000000 Penalty: 6096.293457
	Iteration 59Q: 3 clusters Score -2.560169e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 214032 members 
Entering Unmasked Estep 
Score: -25601744.000000 Penalty: 6096.293457
	Iteration 60F: 3 clusters Score -2.560174e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 214243 members 
Entering Unmasked Estep 
Score: -25601858.000000 Penalty: 6096.293457
	Iteration 61Q: 3 clusters Score -2.560186e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 214433 members 
Entering Unmasked Estep 
Score: -25601948.000000 Penalty: 6096.293457
	Iteration 62Q: 3 clusters Score -2.560195e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 214591 members 
Entering Unmasked Estep 
Score: -25602038.000000 Penalty: 6096.293457
	Iteration 63Q: 3 clusters Score -2.560204e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 214731 members 
Entering Unmasked Estep 
Score: -25602118.000000 Penalty: 6096.293457
	Iteration 64Q: 3 clusters Score -2.560212e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 214854 members 
Entering Unmasked Estep 
Score: -25602136.000000 Penalty: 6096.293457
	Iteration 65Q: 3 clusters Score -2.560214e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 214954 members 
Entering Unmasked Estep 
Score: -25602172.000000 Penalty: 6096.293457
	Iteration 66Q: 3 clusters Score -2.560217e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 215025 members 
Entering Unmasked Estep 
Score: -25602172.000000 Penalty: 6096.293457
	Iteration 67Q: 3 clusters Score -2.560217e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 215103 members 
Entering Unmasked Estep 
Score: -25602244.000000 Penalty: 6096.293457
	Iteration 68Q: 3 clusters Score -2.560224e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 215177 members 
Entering Unmasked Estep 
Score: -25602304.000000 Penalty: 6096.293457
	Iteration 69Q: 3 clusters Score -2.56023e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 215237 members 
Entering Unmasked Estep 
Score: -25602318.000000 Penalty: 6096.293457
	Iteration 70Q: 3 clusters Score -2.560232e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 215305 members 
Entering Unmasked Estep 
Score: -25602352.000000 Penalty: 6096.293457
	Iteration 71Q: 3 clusters Score -2.560235e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 215366 members 
Entering Unmasked Estep 
Score: -25602374.000000 Penalty: 6096.293457
	Iteration 72Q: 3 clusters Score -2.560237e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 215426 members 
Entering Unmasked Estep 
Score: -25602424.000000 Penalty: 6096.293457
	Iteration 73Q: 3 clusters Score -2.560242e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 215490 members 
Entering Unmasked Estep 
Score: -25602438.000000 Penalty: 6096.293457
	Iteration 74Q: 3 clusters Score -2.560244e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 215544 members 
Entering Unmasked Estep 
Score: -25602476.000000 Penalty: 6096.293457
	Iteration 75Q: 3 clusters Score -2.560248e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 215610 members 
Entering Unmasked Estep 
Score: -25602546.000000 Penalty: 6096.293457
	Iteration 76Q: 3 clusters Score -2.560255e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 215672 members 
Entering Unmasked Estep 
Score: -25602582.000000 Penalty: 6096.293457
	Iteration 77Q: 3 clusters Score -2.560258e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 215717 members 
Entering Unmasked Estep 
Score: -25602606.000000 Penalty: 6096.293457
	Iteration 78Q: 3 clusters Score -2.560261e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 215759 members 
Entering Unmasked Estep 
Score: -25602596.000000 Penalty: 6096.293457
	Iteration 79Q: 3 clusters Score -2.56026e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 215793 members 
Entering Unmasked Estep 
Score: -25602636.000000 Penalty: 6096.293457
	Iteration 80F: 3 clusters Score -2.560264e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 215836 members 
Entering Unmasked Estep 
Score: -25602684.000000 Penalty: 6096.293457
	Iteration 81Q: 3 clusters Score -2.560268e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 215865 members 
Entering Unmasked Estep 
Score: -25602682.000000 Penalty: 6096.293457
	Iteration 82Q: 3 clusters Score -2.560268e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 215895 members 
Entering Unmasked Estep 
Score: -25602700.000000 Penalty: 6096.293457
	Iteration 83Q: 3 clusters Score -2.56027e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 215923 members 
Entering Unmasked Estep 
Score: -25602720.000000 Penalty: 6096.293457
	Iteration 84Q: 3 clusters Score -2.560272e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 215949 members 
Entering Unmasked Estep 
Score: -25602744.000000 Penalty: 6096.293457
	Iteration 85Q: 3 clusters Score -2.560274e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 215971 members 
Entering Unmasked Estep 
Score: -25602726.000000 Penalty: 6096.293457
	Iteration 86Q: 3 clusters Score -2.560273e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 215979 members 
Entering Unmasked Estep 
Score: -25602744.000000 Penalty: 6096.293457
	Iteration 87Q: 3 clusters Score -2.560274e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 215994 members 
Entering Unmasked Estep 
Score: -25602744.000000 Penalty: 6096.293457
	Iteration 88Q: 3 clusters Score -2.560274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 216011 members 
Entering Unmasked Estep 
Score: -25602748.000000 Penalty: 6096.293457
	Iteration 89Q: 3 clusters Score -2.560275e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 216026 members 
Entering Unmasked Estep 
Score: -25602776.000000 Penalty: 6096.293457
	Iteration 90Q: 3 clusters Score -2.560278e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 216044 members 
Entering Unmasked Estep 
Score: -25602774.000000 Penalty: 6096.293457
	Iteration 91Q: 3 clusters Score -2.560277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 216060 members 
Entering Unmasked Estep 
Score: -25602788.000000 Penalty: 6096.293457
	Iteration 92Q: 3 clusters Score -2.560279e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 216072 members 
Entering Unmasked Estep 
Score: -25602812.000000 Penalty: 6096.293457
	Iteration 93Q: 3 clusters Score -2.560281e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 216092 members 
Entering Unmasked Estep 
Score: -25602814.000000 Penalty: 6096.293457
	Iteration 94Q: 3 clusters Score -2.560281e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 216104 members 
Entering Unmasked Estep 
Score: -25602810.000000 Penalty: 6096.293457
	Iteration 95Q: 3 clusters Score -2.560281e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 216115 members 
Entering Unmasked Estep 
Score: -25602824.000000 Penalty: 6096.293457
	Iteration 96Q: 3 clusters Score -2.560282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 216122 members 
Entering Unmasked Estep 
Score: -25602810.000000 Penalty: 6096.293457
	Iteration 97Q: 3 clusters Score -2.560281e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 216126 members 
Entering Unmasked Estep 
Score: -25602808.000000 Penalty: 6096.293457
	Iteration 98Q: 3 clusters Score -2.560281e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 216127 members 
Entering Unmasked Estep 
Score: -25602790.000000 Penalty: 6096.293457
	Iteration 99Q: 3 clusters Score -2.560279e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 216129 members 
Entering Unmasked Estep 
Score: -25602800.000000 Penalty: 6096.293457
	Iteration 100F: 3 clusters Score -2.56028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 216135 members 
Entering Unmasked Estep 
Score: -25602798.000000 Penalty: 6096.293457
	Iteration 101Q: 3 clusters Score -2.56028e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 216138 members 
Entering Unmasked Estep 
Score: -25602814.000000 Penalty: 6096.293457
	Iteration 102Q: 3 clusters Score -2.560281e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 216142 members 
Entering Unmasked Estep 
Score: -25602808.000000 Penalty: 6096.293457
	Iteration 103Q: 3 clusters Score -2.560281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 216149 members 
Entering Unmasked Estep 
Score: -25602802.000000 Penalty: 6096.293457
	Iteration 104Q: 3 clusters Score -2.56028e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 216151 members 
Entering Unmasked Estep 
Score: -25602800.000000 Penalty: 6096.293457
	Iteration 105Q: 3 clusters Score -2.56028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 216156 members 
Entering Unmasked Estep 
Score: -25602798.000000 Penalty: 6096.293457
	Iteration 106Q: 3 clusters Score -2.56028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 216160 members 
Entering Unmasked Estep 
Score: -25602798.000000 Penalty: 6096.293457
	Iteration 107Q: 3 clusters Score -2.56028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 216166 members 
Entering Unmasked Estep 
Score: -25602820.000000 Penalty: 6096.293457
	Iteration 108Q: 3 clusters Score -2.560282e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 216169 members 
Entering Unmasked Estep 
Score: -25602826.000000 Penalty: 6096.293457
	Iteration 109Q: 3 clusters Score -2.560283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 216169 members 
Entering Unmasked Estep 
Score: -25602826.000000 Penalty: 6096.293457
	Iteration 110F: 3 clusters Score -2.560283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Entering Unmasked Estep 
Score: -195589.843750 Penalty: 1942.437866
	Iteration 0F: 2 clusters Score -195589.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -192661.656250 Penalty: 3884.875732
	Iteration 0F: 3 clusters Score -192661.7 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -193340.015625 Penalty: 3884.875732
	Iteration 1F: 3 clusters Score -193340 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -193520.656250 Penalty: 3884.875732
	Iteration 2F: 3 clusters Score -193520.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -193643.078125 Penalty: 3884.875732
	Iteration 3Q: 3 clusters Score -193643.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -193730.406250 Penalty: 3884.875732
	Iteration 4Q: 3 clusters Score -193730.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -193810.812500 Penalty: 3884.875732
	Iteration 5Q: 3 clusters Score -193810.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -193884.718750 Penalty: 3884.875732
	Iteration 6Q: 3 clusters Score -193884.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -193949.734375 Penalty: 3884.875732
	Iteration 7Q: 3 clusters Score -193949.7 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -194026.562500 Penalty: 3884.875732
	Iteration 8Q: 3 clusters Score -194026.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -194147.734375 Penalty: 3884.875732
	Iteration 9Q: 3 clusters Score -194147.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -194322.093750 Penalty: 3884.875732
	Iteration 10Q: 3 clusters Score -194322.1 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -194617.140625 Penalty: 3884.875732
	Iteration 11F: 3 clusters Score -194617.1 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -195109.281250 Penalty: 3884.875732
	Iteration 12F: 3 clusters Score -195109.3 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -195540.312500 Penalty: 3884.875732
	Iteration 13F: 3 clusters Score -195540.3 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -195772.921875 Penalty: 3884.875732
	Iteration 14F: 3 clusters Score -195772.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -195872.093750 Penalty: 3884.875732
	Iteration 15Q: 3 clusters Score -195872.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -195915.140625 Penalty: 3884.875732
	Iteration 16Q: 3 clusters Score -195915.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -195950.656250 Penalty: 3884.875732
	Iteration 17Q: 3 clusters Score -195950.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -195975.250000 Penalty: 3884.875732
	Iteration 18Q: 3 clusters Score -195975.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -195983.218750 Penalty: 3884.875732
	Iteration 19Q: 3 clusters Score -195983.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -195991.890625 Penalty: 3884.875732
	Iteration 20F: 3 clusters Score -195991.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -195994.812500 Penalty: 3884.875732
	Iteration 21Q: 3 clusters Score -195994.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -195997.156250 Penalty: 3884.875732
	Iteration 22Q: 3 clusters Score -195997.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -196000.218750 Penalty: 3884.875732
	Iteration 23Q: 3 clusters Score -196000.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -196001.937500 Penalty: 3884.875732
	Iteration 24Q: 3 clusters Score -196001.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -196002.281250 Penalty: 3884.875732
	Iteration 25Q: 3 clusters Score -196002.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -196002.281250 Penalty: 3884.875732
	Iteration 26F: 3 clusters Score -196002.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 132663 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 250954 members 
Mstep: Class 9 contains 78830 members 
Mstep: Class 10 contains 11536 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 163030 members 
Mstep: Class 14 contains 16234 members 
Mstep: Class 15 contains 19316 members 
Mstep: Class 16 contains 190072 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202341 members 
Mstep: Class 19 contains 26500 members 
Mstep: Class 20 contains 13451 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11967 members 
Mstep: Class 23 contains 10176 members 
Mstep: Class 24 contains 217709 members 
Mstep: Class 25 contains 1270 members 
Mstep: Class 26 contains 1251 members 
Entering Unmasked Estep 
Score: -161427792.000000 Penalty: 91337.375000
Splitting cluster 25 changes total score from -161428352.000000 to -161427792.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 132663 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 250954 members 
Mstep: Class 9 contains 78830 members 
Mstep: Class 10 contains 11536 members 
Mstep: Class 11 contains 8177 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 163030 members 
Mstep: Class 14 contains 16234 members 
Mstep: Class 15 contains 19316 members 
Mstep: Class 16 contains 190072 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 202341 members 
Mstep: Class 19 contains 26500 members 
Mstep: Class 20 contains 13451 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11967 members 
Mstep: Class 23 contains 10176 members 
Mstep: Class 24 contains 217709 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428320.000000 Penalty: 87824.398438
Iteration 119Q: 26 clusters Score -1.614283e+08 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 132951 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 250979 members 
Mstep: Class 9 contains 78840 members 
Mstep: Class 10 contains 11538 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 19538 members 
Mstep: Class 13 contains 162976 members 
Mstep: Class 14 contains 16233 members 
Mstep: Class 15 contains 19314 members 
Mstep: Class 16 contains 189881 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 202304 members 
Mstep: Class 19 contains 26496 members 
Mstep: Class 20 contains 13435 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11969 members 
Mstep: Class 23 contains 10178 members 
Mstep: Class 24 contains 217682 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428592.000000 Penalty: 87824.398438
Iteration 120F: 26 clusters Score -1.614286e+08 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24271 members 
Mstep: Class 2 contains 7899 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 133205 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 251005 members 
Mstep: Class 9 contains 78833 members 
Mstep: Class 10 contains 11539 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 19540 members 
Mstep: Class 13 contains 162939 members 
Mstep: Class 14 contains 16231 members 
Mstep: Class 15 contains 19319 members 
Mstep: Class 16 contains 189721 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 202270 members 
Mstep: Class 19 contains 26490 members 
Mstep: Class 20 contains 13429 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11971 members 
Mstep: Class 23 contains 10180 members 
Mstep: Class 24 contains 217641 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428864.000000 Penalty: 87824.398438
Iteration 121Q: 26 clusters Score -1.614289e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 133473 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 251002 members 
Mstep: Class 9 contains 78833 members 
Mstep: Class 10 contains 11538 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 19539 members 
Mstep: Class 13 contains 162903 members 
Mstep: Class 14 contains 16227 members 
Mstep: Class 15 contains 19323 members 
Mstep: Class 16 contains 189573 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 202240 members 
Mstep: Class 19 contains 26491 members 
Mstep: Class 20 contains 13420 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11973 members 
Mstep: Class 23 contains 10179 members 
Mstep: Class 24 contains 217597 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428784.000000 Penalty: 87824.398438
Iteration 122Q: 26 clusters Score -1.614288e+08 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24270 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 133754 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 250974 members 
Mstep: Class 9 contains 78838 members 
Mstep: Class 10 contains 11535 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 19535 members 
Mstep: Class 13 contains 162894 members 
Mstep: Class 14 contains 16224 members 
Mstep: Class 15 contains 19329 members 
Mstep: Class 16 contains 189432 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 202190 members 
Mstep: Class 19 contains 26488 members 
Mstep: Class 20 contains 13413 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11975 members 
Mstep: Class 23 contains 10181 members 
Mstep: Class 24 contains 217550 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428768.000000 Penalty: 87824.398438
Iteration 123Q: 26 clusters Score -1.614288e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 134049 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 250940 members 
Mstep: Class 9 contains 78841 members 
Mstep: Class 10 contains 11531 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 162891 members 
Mstep: Class 14 contains 16222 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 189313 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 202120 members 
Mstep: Class 19 contains 26493 members 
Mstep: Class 20 contains 13397 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11976 members 
Mstep: Class 23 contains 10182 members 
Mstep: Class 24 contains 217489 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429200.000000 Penalty: 87824.398438
Iteration 124Q: 26 clusters Score -1.614292e+08 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 134377 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 250895 members 
Mstep: Class 9 contains 78852 members 
Mstep: Class 10 contains 11527 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 162856 members 
Mstep: Class 14 contains 16223 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 189186 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 202043 members 
Mstep: Class 19 contains 26496 members 
Mstep: Class 20 contains 13381 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11978 members 
Mstep: Class 23 contains 10185 members 
Mstep: Class 24 contains 217445 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429040.000000 Penalty: 87824.398438
Iteration 125Q: 26 clusters Score -1.61429e+08 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24274 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 134743 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 250833 members 
Mstep: Class 9 contains 78859 members 
Mstep: Class 10 contains 11525 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 162823 members 
Mstep: Class 14 contains 16224 members 
Mstep: Class 15 contains 19328 members 
Mstep: Class 16 contains 189060 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 201968 members 
Mstep: Class 19 contains 26495 members 
Mstep: Class 20 contains 13380 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11980 members 
Mstep: Class 23 contains 10186 members 
Mstep: Class 24 contains 217369 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429248.000000 Penalty: 87824.398438
Iteration 126Q: 26 clusters Score -1.614292e+08 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24277 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 135118 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 250752 members 
Mstep: Class 9 contains 78863 members 
Mstep: Class 10 contains 11525 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 19533 members 
Mstep: Class 13 contains 162764 members 
Mstep: Class 14 contains 16219 members 
Mstep: Class 15 contains 19333 members 
Mstep: Class 16 contains 188957 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 201894 members 
Mstep: Class 19 contains 26492 members 
Mstep: Class 20 contains 13385 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 11981 members 
Mstep: Class 23 contains 10187 members 
Mstep: Class 24 contains 217300 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429552.000000 Penalty: 87824.398438
Iteration 127Q: 26 clusters Score -1.614296e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 135539 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 250679 members 
Mstep: Class 9 contains 78866 members 
Mstep: Class 10 contains 11524 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 162713 members 
Mstep: Class 14 contains 16218 members 
Mstep: Class 15 contains 19333 members 
Mstep: Class 16 contains 188861 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 201807 members 
Mstep: Class 19 contains 26493 members 
Mstep: Class 20 contains 13383 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 11983 members 
Mstep: Class 23 contains 10188 members 
Mstep: Class 24 contains 217179 members 
Mstep: Class 25 contains 2521 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429552.000000 Penalty: 87824.398438
Iteration 128Q: 26 clusters Score -1.614296e+08 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24278 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 135951 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 250628 members 
Mstep: Class 9 contains 78875 members 
Mstep: Class 10 contains 11527 members 
Mstep: Class 11 contains 8176 members 
Mstep: Class 12 contains 19533 members 
Mstep: Class 13 contains 162672 members 
Mstep: Class 14 contains 16219 members 
Mstep: Class 15 contains 19332 members 
Mstep: Class 16 contains 188750 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 201717 members 
Mstep: Class 19 contains 26495 members 
Mstep: Class 20 contains 13376 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 11984 members 
Mstep: Class 23 contains 10190 members 
Mstep: Class 24 contains 217050 members 
Mstep: Class 25 contains 2522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429744.000000 Penalty: 87824.398438
Iteration 129Q: 26 clusters Score -1.614297e+08 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 136362 members 
Mstep: Class 7 contains 3565 members 
Mstep: Class 8 contains 250584 members 
Mstep: Class 9 contains 78883 members 
Mstep: Class 10 contains 11525 members 
Mstep: Class 11 contains 8175 members 
Mstep: Class 12 contains 19533 members 
Mstep: Class 13 contains 162639 members 
Mstep: Class 14 contains 16218 members 
Mstep: Class 15 contains 19333 members 
Mstep: Class 16 contains 188643 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 201610 members 
Mstep: Class 19 contains 26493 members 
Mstep: Class 20 contains 13397 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 11984 members 
Mstep: Class 23 contains 10189 members 
Mstep: Class 24 contains 216904 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429744.000000 Penalty: 87824.398438
Iteration 130Q: 26 clusters Score -1.614297e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24283 members 
Mstep: Class 2 contains 7900 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 136763 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 250533 members 
Mstep: Class 9 contains 78888 members 
Mstep: Class 10 contains 11523 members 
Mstep: Class 11 contains 8175 members 
Mstep: Class 12 contains 19533 members 
Mstep: Class 13 contains 162590 members 
Mstep: Class 14 contains 16217 members 
Mstep: Class 15 contains 19331 members 
Mstep: Class 16 contains 188534 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 201533 members 
Mstep: Class 19 contains 26492 members 
Mstep: Class 20 contains 13415 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 11985 members 
Mstep: Class 23 contains 10188 members 
Mstep: Class 24 contains 216770 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429856.000000 Penalty: 87824.398438
Iteration 131Q: 26 clusters Score -1.614299e+08 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 137152 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 250505 members 
Mstep: Class 9 contains 78889 members 
Mstep: Class 10 contains 11519 members 
Mstep: Class 11 contains 8174 members 
Mstep: Class 12 contains 19535 members 
Mstep: Class 13 contains 162543 members 
Mstep: Class 14 contains 16215 members 
Mstep: Class 15 contains 19333 members 
Mstep: Class 16 contains 188416 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 201480 members 
Mstep: Class 19 contains 26494 members 
Mstep: Class 20 contains 13437 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11987 members 
Mstep: Class 23 contains 10188 members 
Mstep: Class 24 contains 216603 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429808.000000 Penalty: 87824.398438
Iteration 132Q: 26 clusters Score -1.614298e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 7902 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 137556 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 250448 members 
Mstep: Class 9 contains 78896 members 
Mstep: Class 10 contains 11519 members 
Mstep: Class 11 contains 8173 members 
Mstep: Class 12 contains 19535 members 
Mstep: Class 13 contains 162534 members 
Mstep: Class 14 contains 16215 members 
Mstep: Class 15 contains 19334 members 
Mstep: Class 16 contains 188318 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 201415 members 
Mstep: Class 19 contains 26492 members 
Mstep: Class 20 contains 13465 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 11988 members 
Mstep: Class 23 contains 10189 members 
Mstep: Class 24 contains 216395 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430096.000000 Penalty: 87824.398438
Iteration 133Q: 26 clusters Score -1.614301e+08 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 7902 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 137957 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 250404 members 
Mstep: Class 9 contains 78892 members 
Mstep: Class 10 contains 11519 members 
Mstep: Class 11 contains 8171 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 162514 members 
Mstep: Class 14 contains 16214 members 
Mstep: Class 15 contains 19334 members 
Mstep: Class 16 contains 188220 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 201368 members 
Mstep: Class 19 contains 26488 members 
Mstep: Class 20 contains 13480 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11990 members 
Mstep: Class 23 contains 10189 members 
Mstep: Class 24 contains 216198 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430528.000000 Penalty: 87824.398438
Iteration 134Q: 26 clusters Score -1.614305e+08 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 7901 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 138332 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 250346 members 
Mstep: Class 9 contains 78896 members 
Mstep: Class 10 contains 11519 members 
Mstep: Class 11 contains 8168 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 162487 members 
Mstep: Class 14 contains 16214 members 
Mstep: Class 15 contains 19333 members 
Mstep: Class 16 contains 188116 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 201320 members 
Mstep: Class 19 contains 26487 members 
Mstep: Class 20 contains 13497 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11991 members 
Mstep: Class 23 contains 10191 members 
Mstep: Class 24 contains 216039 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430576.000000 Penalty: 87824.398438
Iteration 135Q: 26 clusters Score -1.614306e+08 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24281 members 
Mstep: Class 2 contains 7902 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 138738 members 
Mstep: Class 7 contains 3564 members 
Mstep: Class 8 contains 250283 members 
Mstep: Class 9 contains 78901 members 
Mstep: Class 10 contains 11516 members 
Mstep: Class 11 contains 8165 members 
Mstep: Class 12 contains 19532 members 
Mstep: Class 13 contains 162456 members 
Mstep: Class 14 contains 16212 members 
Mstep: Class 15 contains 19337 members 
Mstep: Class 16 contains 188008 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 201242 members 
Mstep: Class 19 contains 26487 members 
Mstep: Class 20 contains 13519 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10191 members 
Mstep: Class 24 contains 215887 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430416.000000 Penalty: 87824.398438
Iteration 136Q: 26 clusters Score -1.614304e+08 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24280 members 
Mstep: Class 2 contains 7902 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 139167 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 250206 members 
Mstep: Class 9 contains 78902 members 
Mstep: Class 10 contains 11516 members 
Mstep: Class 11 contains 8164 members 
Mstep: Class 12 contains 19532 members 
Mstep: Class 13 contains 162433 members 
Mstep: Class 14 contains 16207 members 
Mstep: Class 15 contains 19342 members 
Mstep: Class 16 contains 187904 members 
Mstep: Class 17 contains 2121 members 
Mstep: Class 18 contains 201165 members 
Mstep: Class 19 contains 26491 members 
Mstep: Class 20 contains 13546 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10192 members 
Mstep: Class 24 contains 215709 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430192.000000 Penalty: 87824.398438
Iteration 137Q: 26 clusters Score -1.614302e+08 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24282 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 139629 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 250134 members 
Mstep: Class 9 contains 78910 members 
Mstep: Class 10 contains 11512 members 
Mstep: Class 11 contains 8162 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 162393 members 
Mstep: Class 14 contains 16202 members 
Mstep: Class 15 contains 19349 members 
Mstep: Class 16 contains 187775 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 201068 members 
Mstep: Class 19 contains 26492 members 
Mstep: Class 20 contains 13567 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10193 members 
Mstep: Class 24 contains 215556 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430480.000000 Penalty: 87824.398438
Iteration 138Q: 26 clusters Score -1.614305e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24284 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 140094 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 250071 members 
Mstep: Class 9 contains 78925 members 
Mstep: Class 10 contains 11511 members 
Mstep: Class 11 contains 8159 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 162325 members 
Mstep: Class 14 contains 16196 members 
Mstep: Class 15 contains 19354 members 
Mstep: Class 16 contains 187659 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 200944 members 
Mstep: Class 19 contains 26494 members 
Mstep: Class 20 contains 13599 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10196 members 
Mstep: Class 24 contains 215413 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430608.000000 Penalty: 87824.398438
Iteration 139Q: 26 clusters Score -1.614306e+08 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24288 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 140566 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 249990 members 
Mstep: Class 9 contains 78932 members 
Mstep: Class 10 contains 11510 members 
Mstep: Class 11 contains 8153 members 
Mstep: Class 12 contains 19532 members 
Mstep: Class 13 contains 162273 members 
Mstep: Class 14 contains 16190 members 
Mstep: Class 15 contains 19358 members 
Mstep: Class 16 contains 187523 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 200826 members 
Mstep: Class 19 contains 26497 members 
Mstep: Class 20 contains 13631 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10196 members 
Mstep: Class 24 contains 215291 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430752.000000 Penalty: 87824.398438
Iteration 140F: 26 clusters Score -1.614308e+08 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 141004 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 249908 members 
Mstep: Class 9 contains 78941 members 
Mstep: Class 10 contains 11512 members 
Mstep: Class 11 contains 8149 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 162227 members 
Mstep: Class 14 contains 16187 members 
Mstep: Class 15 contains 19362 members 
Mstep: Class 16 contains 187399 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 200723 members 
Mstep: Class 19 contains 26500 members 
Mstep: Class 20 contains 13655 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10197 members 
Mstep: Class 24 contains 215166 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430784.000000 Penalty: 87824.398438
Iteration 141Q: 26 clusters Score -1.614308e+08 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24294 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 141455 members 
Mstep: Class 7 contains 3563 members 
Mstep: Class 8 contains 249849 members 
Mstep: Class 9 contains 78939 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 8147 members 
Mstep: Class 12 contains 19533 members 
Mstep: Class 13 contains 162192 members 
Mstep: Class 14 contains 16182 members 
Mstep: Class 15 contains 19369 members 
Mstep: Class 16 contains 187272 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 200617 members 
Mstep: Class 19 contains 26504 members 
Mstep: Class 20 contains 13669 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10197 members 
Mstep: Class 24 contains 215028 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430784.000000 Penalty: 87824.398438
Iteration 142Q: 26 clusters Score -1.614308e+08 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24293 members 
Mstep: Class 2 contains 7904 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 141894 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 249794 members 
Mstep: Class 9 contains 78941 members 
Mstep: Class 10 contains 11506 members 
Mstep: Class 11 contains 8146 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 162176 members 
Mstep: Class 14 contains 16180 members 
Mstep: Class 15 contains 19374 members 
Mstep: Class 16 contains 187145 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 200489 members 
Mstep: Class 19 contains 26506 members 
Mstep: Class 20 contains 13695 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10197 members 
Mstep: Class 24 contains 214886 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430288.000000 Penalty: 87824.398438
Iteration 143Q: 26 clusters Score -1.614303e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24295 members 
Mstep: Class 2 contains 7904 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 142350 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 249718 members 
Mstep: Class 9 contains 78941 members 
Mstep: Class 10 contains 11510 members 
Mstep: Class 11 contains 8145 members 
Mstep: Class 12 contains 19535 members 
Mstep: Class 13 contains 162142 members 
Mstep: Class 14 contains 16175 members 
Mstep: Class 15 contains 19373 members 
Mstep: Class 16 contains 187009 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 200377 members 
Mstep: Class 19 contains 26507 members 
Mstep: Class 20 contains 13708 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10199 members 
Mstep: Class 24 contains 214773 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430512.000000 Penalty: 87824.398438
Iteration 144Q: 26 clusters Score -1.614305e+08 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24297 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 142850 members 
Mstep: Class 7 contains 3562 members 
Mstep: Class 8 contains 249616 members 
Mstep: Class 9 contains 78947 members 
Mstep: Class 10 contains 11508 members 
Mstep: Class 11 contains 8143 members 
Mstep: Class 12 contains 19533 members 
Mstep: Class 13 contains 162106 members 
Mstep: Class 14 contains 16174 members 
Mstep: Class 15 contains 19370 members 
Mstep: Class 16 contains 186863 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 200271 members 
Mstep: Class 19 contains 26506 members 
Mstep: Class 20 contains 13719 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 214658 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430512.000000 Penalty: 87824.398438
Iteration 145Q: 26 clusters Score -1.614305e+08 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24299 members 
Mstep: Class 2 contains 7903 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 143340 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 249518 members 
Mstep: Class 9 contains 78948 members 
Mstep: Class 10 contains 11506 members 
Mstep: Class 11 contains 8141 members 
Mstep: Class 12 contains 19531 members 
Mstep: Class 13 contains 162055 members 
Mstep: Class 14 contains 16171 members 
Mstep: Class 15 contains 19373 members 
Mstep: Class 16 contains 186689 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 200182 members 
Mstep: Class 19 contains 26503 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10199 members 
Mstep: Class 24 contains 214574 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430720.000000 Penalty: 87824.398438
Iteration 146Q: 26 clusters Score -1.614307e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24300 members 
Mstep: Class 2 contains 7904 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 143852 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 249414 members 
Mstep: Class 9 contains 78949 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 8140 members 
Mstep: Class 12 contains 19527 members 
Mstep: Class 13 contains 161985 members 
Mstep: Class 14 contains 16167 members 
Mstep: Class 15 contains 19374 members 
Mstep: Class 16 contains 186539 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 200089 members 
Mstep: Class 19 contains 26498 members 
Mstep: Class 20 contains 13742 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10200 members 
Mstep: Class 24 contains 214477 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430896.000000 Penalty: 87824.398438
Iteration 147Q: 26 clusters Score -1.614309e+08 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24302 members 
Mstep: Class 2 contains 7904 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 144374 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 249320 members 
Mstep: Class 9 contains 78939 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 8140 members 
Mstep: Class 12 contains 19523 members 
Mstep: Class 13 contains 161920 members 
Mstep: Class 14 contains 16157 members 
Mstep: Class 15 contains 19381 members 
Mstep: Class 16 contains 186396 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 199975 members 
Mstep: Class 19 contains 26498 members 
Mstep: Class 20 contains 13747 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10199 members 
Mstep: Class 24 contains 214380 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431024.000000 Penalty: 87824.398438
Iteration 148Q: 26 clusters Score -1.61431e+08 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 7904 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 144883 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 249184 members 
Mstep: Class 9 contains 78943 members 
Mstep: Class 10 contains 11506 members 
Mstep: Class 11 contains 8137 members 
Mstep: Class 12 contains 19524 members 
Mstep: Class 13 contains 161873 members 
Mstep: Class 14 contains 16150 members 
Mstep: Class 15 contains 19381 members 
Mstep: Class 16 contains 186247 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 199867 members 
Mstep: Class 19 contains 26503 members 
Mstep: Class 20 contains 13749 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10199 members 
Mstep: Class 24 contains 214306 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431184.000000 Penalty: 87824.398438
Iteration 149Q: 26 clusters Score -1.614312e+08 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 7904 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 145385 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 249066 members 
Mstep: Class 9 contains 78943 members 
Mstep: Class 10 contains 11506 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 19526 members 
Mstep: Class 13 contains 161808 members 
Mstep: Class 14 contains 16147 members 
Mstep: Class 15 contains 19377 members 
Mstep: Class 16 contains 186101 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 199781 members 
Mstep: Class 19 contains 26505 members 
Mstep: Class 20 contains 13759 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10199 members 
Mstep: Class 24 contains 214209 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431152.000000 Penalty: 87824.398438
Iteration 150Q: 26 clusters Score -1.614312e+08 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 7905 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 145906 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 248918 members 
Mstep: Class 9 contains 78949 members 
Mstep: Class 10 contains 11506 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 19521 members 
Mstep: Class 13 contains 161759 members 
Mstep: Class 14 contains 16141 members 
Mstep: Class 15 contains 19379 members 
Mstep: Class 16 contains 185927 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 199685 members 
Mstep: Class 19 contains 26504 members 
Mstep: Class 20 contains 13761 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10199 members 
Mstep: Class 24 contains 214155 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431136.000000 Penalty: 87824.398438
Iteration 151Q: 26 clusters Score -1.614311e+08 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 7907 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 146449 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 248749 members 
Mstep: Class 9 contains 78941 members 
Mstep: Class 10 contains 11505 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 19521 members 
Mstep: Class 13 contains 161716 members 
Mstep: Class 14 contains 16137 members 
Mstep: Class 15 contains 19385 members 
Mstep: Class 16 contains 185745 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 199617 members 
Mstep: Class 19 contains 26501 members 
Mstep: Class 20 contains 13764 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10199 members 
Mstep: Class 24 contains 214081 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431040.000000 Penalty: 87824.398438
Iteration 152Q: 26 clusters Score -1.61431e+08 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24310 members 
Mstep: Class 2 contains 7907 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 147055 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 248573 members 
Mstep: Class 9 contains 78937 members 
Mstep: Class 10 contains 11504 members 
Mstep: Class 11 contains 8135 members 
Mstep: Class 12 contains 19522 members 
Mstep: Class 13 contains 161673 members 
Mstep: Class 14 contains 16133 members 
Mstep: Class 15 contains 19388 members 
Mstep: Class 16 contains 185525 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 199516 members 
Mstep: Class 19 contains 26500 members 
Mstep: Class 20 contains 13776 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11992 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 214009 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431120.000000 Penalty: 87824.398438
Iteration 153Q: 26 clusters Score -1.614311e+08 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 147678 members 
Mstep: Class 7 contains 3561 members 
Mstep: Class 8 contains 248375 members 
Mstep: Class 9 contains 78935 members 
Mstep: Class 10 contains 11502 members 
Mstep: Class 11 contains 8131 members 
Mstep: Class 12 contains 19524 members 
Mstep: Class 13 contains 161654 members 
Mstep: Class 14 contains 16128 members 
Mstep: Class 15 contains 19390 members 
Mstep: Class 16 contains 185330 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 199402 members 
Mstep: Class 19 contains 26494 members 
Mstep: Class 20 contains 13771 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 11993 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 213929 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431280.000000 Penalty: 87824.398438
Iteration 154Q: 26 clusters Score -1.614313e+08 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24312 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 148393 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 248143 members 
Mstep: Class 9 contains 78942 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 8128 members 
Mstep: Class 12 contains 19527 members 
Mstep: Class 13 contains 161611 members 
Mstep: Class 14 contains 16122 members 
Mstep: Class 15 contains 19394 members 
Mstep: Class 16 contains 185119 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 199277 members 
Mstep: Class 19 contains 26493 members 
Mstep: Class 20 contains 13760 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 10197 members 
Mstep: Class 24 contains 213830 members 
Mstep: Class 25 contains 2523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431552.000000 Penalty: 87824.398438
Iteration 155Q: 26 clusters Score -1.614316e+08 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 149109 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 247878 members 
Mstep: Class 9 contains 78948 members 
Mstep: Class 10 contains 11511 members 
Mstep: Class 11 contains 8127 members 
Mstep: Class 12 contains 19533 members 
Mstep: Class 13 contains 161559 members 
Mstep: Class 14 contains 16118 members 
Mstep: Class 15 contains 19392 members 
Mstep: Class 16 contains 184928 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 199160 members 
Mstep: Class 19 contains 26489 members 
Mstep: Class 20 contains 13748 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 213747 members 
Mstep: Class 25 contains 2524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431408.000000 Penalty: 87824.398438
Iteration 156Q: 26 clusters Score -1.614314e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 149883 members 
Mstep: Class 7 contains 3557 members 
Mstep: Class 8 contains 247607 members 
Mstep: Class 9 contains 78949 members 
Mstep: Class 10 contains 11509 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 12 contains 19531 members 
Mstep: Class 13 contains 161527 members 
Mstep: Class 14 contains 16118 members 
Mstep: Class 15 contains 19392 members 
Mstep: Class 16 contains 184743 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 199002 members 
Mstep: Class 19 contains 26486 members 
Mstep: Class 20 contains 13742 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 10198 members 
Mstep: Class 24 contains 213634 members 
Mstep: Class 25 contains 2525 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431328.000000 Penalty: 87824.398438
Iteration 157Q: 26 clusters Score -1.614313e+08 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 150720 members 
Mstep: Class 7 contains 3557 members 
Mstep: Class 8 contains 247274 members 
Mstep: Class 9 contains 78958 members 
Mstep: Class 10 contains 11510 members 
Mstep: Class 11 contains 8126 members 
Mstep: Class 12 contains 19532 members 
Mstep: Class 13 contains 161509 members 
Mstep: Class 14 contains 16113 members 
Mstep: Class 15 contains 19395 members 
Mstep: Class 16 contains 184543 members 
Mstep: Class 17 contains 2120 members 
Mstep: Class 18 contains 198826 members 
Mstep: Class 19 contains 26482 members 
Mstep: Class 20 contains 13744 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 11993 members 
Mstep: Class 23 contains 10197 members 
Mstep: Class 24 contains 213515 members 
Mstep: Class 25 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431216.000000 Penalty: 87824.398438
Iteration 158Q: 26 clusters Score -1.614312e+08 nChanged 1521
Entering ConstructFrom: 
Score: -161431216.000000 Penalty: 87824.398438
Entering ConstructFrom: 
Trying to split cluster 1 (24314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24314 members 
Entering Unmasked Estep 
Score: -2466405.500000 Penalty: 2504.504150
	Iteration 0F: 2 clusters Score -2466406 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -2449613.500000 Penalty: 5009.008301
	Iteration 0F: 3 clusters Score -2449614 nChanged 10796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 11187 members 
Entering Unmasked Estep 
Score: -2455686.250000 Penalty: 5009.008301
	Iteration 1F: 3 clusters Score -2455686 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -2456350.500000 Penalty: 5009.008301
	Iteration 2F: 3 clusters Score -2456350 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 9923 members 
Entering Unmasked Estep 
Score: -2457121.000000 Penalty: 5009.008301
	Iteration 3F: 3 clusters Score -2457121 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2458023.000000 Penalty: 5009.008301
	Iteration 4F: 3 clusters Score -2458023 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16183 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -2459021.250000 Penalty: 5009.008301
	Iteration 5F: 3 clusters Score -2459021 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -2460036.750000 Penalty: 5009.008301
	Iteration 6F: 3 clusters Score -2460037 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18113 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -2461003.750000 Penalty: 5009.008301
	Iteration 7F: 3 clusters Score -2461004 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -2461818.250000 Penalty: 5009.008301
	Iteration 8Q: 3 clusters Score -2461818 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -2462466.250000 Penalty: 5009.008301
	Iteration 9Q: 3 clusters Score -2462466 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2462955.500000 Penalty: 5009.008301
	Iteration 10Q: 3 clusters Score -2462956 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20587 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -2463279.000000 Penalty: 5009.008301
	Iteration 11Q: 3 clusters Score -2463279 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2463489.000000 Penalty: 5009.008301
	Iteration 12Q: 3 clusters Score -2463489 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -2463637.500000 Penalty: 5009.008301
	Iteration 13Q: 3 clusters Score -2463638 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2463742.250000 Penalty: 5009.008301
	Iteration 14Q: 3 clusters Score -2463742 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21694 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -2463831.500000 Penalty: 5009.008301
	Iteration 15Q: 3 clusters Score -2463832 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21866 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2463902.750000 Penalty: 5009.008301
	Iteration 16Q: 3 clusters Score -2463903 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22023 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -2463975.250000 Penalty: 5009.008301
	Iteration 17Q: 3 clusters Score -2463975 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22173 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -2464033.250000 Penalty: 5009.008301
	Iteration 18Q: 3 clusters Score -2464033 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2464090.500000 Penalty: 5009.008301
	Iteration 19Q: 3 clusters Score -2464090 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22434 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -2464145.000000 Penalty: 5009.008301
	Iteration 20F: 3 clusters Score -2464145 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -2464195.250000 Penalty: 5009.008301
	Iteration 21Q: 3 clusters Score -2464195 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22642 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2464227.250000 Penalty: 5009.008301
	Iteration 22Q: 3 clusters Score -2464227 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2464259.000000 Penalty: 5009.008301
	Iteration 23Q: 3 clusters Score -2464259 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2464292.500000 Penalty: 5009.008301
	Iteration 24Q: 3 clusters Score -2464292 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22837 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -2464319.250000 Penalty: 5009.008301
	Iteration 25Q: 3 clusters Score -2464319 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22894 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -2464350.750000 Penalty: 5009.008301
	Iteration 26Q: 3 clusters Score -2464351 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2464366.750000 Penalty: 5009.008301
	Iteration 27Q: 3 clusters Score -2464367 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2464383.750000 Penalty: 5009.008301
	Iteration 28Q: 3 clusters Score -2464384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2464406.750000 Penalty: 5009.008301
	Iteration 29Q: 3 clusters Score -2464407 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23047 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2464418.000000 Penalty: 5009.008301
	Iteration 30Q: 3 clusters Score -2464418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2464424.250000 Penalty: 5009.008301
	Iteration 31Q: 3 clusters Score -2464424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2464435.500000 Penalty: 5009.008301
	Iteration 32Q: 3 clusters Score -2464436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -2464448.250000 Penalty: 5009.008301
	Iteration 33Q: 3 clusters Score -2464448 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -2464456.000000 Penalty: 5009.008301
	Iteration 34Q: 3 clusters Score -2464456 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -2464462.500000 Penalty: 5009.008301
	Iteration 35Q: 3 clusters Score -2464462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2464463.000000 Penalty: 5009.008301
	Iteration 36Q: 3 clusters Score -2464463 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -2464461.250000 Penalty: 5009.008301
	Iteration 37Q: 3 clusters Score -2464461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23174 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2464466.250000 Penalty: 5009.008301
	Iteration 38Q: 3 clusters Score -2464466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2464469.000000 Penalty: 5009.008301
	Iteration 39Q: 3 clusters Score -2464469 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23196 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2464477.500000 Penalty: 5009.008301
	Iteration 40F: 3 clusters Score -2464478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2464479.250000 Penalty: 5009.008301
	Iteration 41Q: 3 clusters Score -2464479 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2464478.500000 Penalty: 5009.008301
	Iteration 42Q: 3 clusters Score -2464478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23217 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2464483.000000 Penalty: 5009.008301
	Iteration 43Q: 3 clusters Score -2464483 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -2464485.250000 Penalty: 5009.008301
	Iteration 44Q: 3 clusters Score -2464485 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2464489.750000 Penalty: 5009.008301
	Iteration 45Q: 3 clusters Score -2464490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23240 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -2464488.750000 Penalty: 5009.008301
	Iteration 46Q: 3 clusters Score -2464489 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2464498.500000 Penalty: 5009.008301
	Iteration 47Q: 3 clusters Score -2464498 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23257 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -2464499.500000 Penalty: 5009.008301
	Iteration 48Q: 3 clusters Score -2464500 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -2464502.250000 Penalty: 5009.008301
	Iteration 49Q: 3 clusters Score -2464502 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2464502.000000 Penalty: 5009.008301
	Iteration 50Q: 3 clusters Score -2464502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23268 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2464500.750000 Penalty: 5009.008301
	Iteration 51Q: 3 clusters Score -2464501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2464503.750000 Penalty: 5009.008301
	Iteration 52Q: 3 clusters Score -2464504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -2464504.750000 Penalty: 5009.008301
	Iteration 53Q: 3 clusters Score -2464505 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2464504.000000 Penalty: 5009.008301
	Iteration 54Q: 3 clusters Score -2464504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23281 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2464504.500000 Penalty: 5009.008301
	Iteration 55Q: 3 clusters Score -2464504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2464508.000000 Penalty: 5009.008301
	Iteration 56Q: 3 clusters Score -2464508 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23294 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2464510.000000 Penalty: 5009.008301
	Iteration 57Q: 3 clusters Score -2464510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -2464517.250000 Penalty: 5009.008301
	Iteration 58Q: 3 clusters Score -2464517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2464515.500000 Penalty: 5009.008301
	Iteration 59Q: 3 clusters Score -2464516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2464516.500000 Penalty: 5009.008301
	Iteration 60F: 3 clusters Score -2464516 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2464518.750000 Penalty: 5009.008301
	Iteration 61Q: 3 clusters Score -2464519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23307 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2464518.500000 Penalty: 5009.008301
	Iteration 62Q: 3 clusters Score -2464518 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2464518.250000 Penalty: 5009.008301
	Iteration 63Q: 3 clusters Score -2464518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2464518.250000 Penalty: 5009.008301
	Iteration 64F: 3 clusters Score -2464518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Entering Unmasked Estep 
Score: -774046.437500 Penalty: 2225.956299
	Iteration 0F: 2 clusters Score -774046.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -767731.375000 Penalty: 4451.912598
	Iteration 0F: 3 clusters Score -767731.4 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4215 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -769617.437500 Penalty: 4451.912598
	Iteration 1F: 3 clusters Score -769617.4 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -770039.000000 Penalty: 4451.912598
	Iteration 2F: 3 clusters Score -770039 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -770332.375000 Penalty: 4451.912598
	Iteration 3F: 3 clusters Score -770332.4 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -770569.250000 Penalty: 4451.912598
	Iteration 4F: 3 clusters Score -770569.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -770783.187500 Penalty: 4451.912598
	Iteration 5Q: 3 clusters Score -770783.2 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -770972.687500 Penalty: 4451.912598
	Iteration 6Q: 3 clusters Score -770972.7 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -771136.437500 Penalty: 4451.912598
	Iteration 7Q: 3 clusters Score -771136.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -771276.437500 Penalty: 4451.912598
	Iteration 8Q: 3 clusters Score -771276.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -771396.125000 Penalty: 4451.912598
	Iteration 9Q: 3 clusters Score -771396.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -771505.875000 Penalty: 4451.912598
	Iteration 10Q: 3 clusters Score -771505.9 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -771608.187500 Penalty: 4451.912598
	Iteration 11Q: 3 clusters Score -771608.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -771701.500000 Penalty: 4451.912598
	Iteration 12Q: 3 clusters Score -771701.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -771792.187500 Penalty: 4451.912598
	Iteration 13Q: 3 clusters Score -771792.2 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5583 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -771887.250000 Penalty: 4451.912598
	Iteration 14Q: 3 clusters Score -771887.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -771974.062500 Penalty: 4451.912598
	Iteration 15Q: 3 clusters Score -771974.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -772042.812500 Penalty: 4451.912598
	Iteration 16Q: 3 clusters Score -772042.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -772103.625000 Penalty: 4451.912598
	Iteration 17Q: 3 clusters Score -772103.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -772157.625000 Penalty: 4451.912598
	Iteration 18Q: 3 clusters Score -772157.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -772209.562500 Penalty: 4451.912598
	Iteration 19Q: 3 clusters Score -772209.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -772254.187500 Penalty: 4451.912598
	Iteration 20F: 3 clusters Score -772254.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -772299.812500 Penalty: 4451.912598
	Iteration 21Q: 3 clusters Score -772299.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -772337.625000 Penalty: 4451.912598
	Iteration 22Q: 3 clusters Score -772337.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -772371.687500 Penalty: 4451.912598
	Iteration 23Q: 3 clusters Score -772371.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6046 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -772402.437500 Penalty: 4451.912598
	Iteration 24Q: 3 clusters Score -772402.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -772437.875000 Penalty: 4451.912598
	Iteration 25Q: 3 clusters Score -772437.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -772473.250000 Penalty: 4451.912598
	Iteration 26Q: 3 clusters Score -772473.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -772507.625000 Penalty: 4451.912598
	Iteration 27Q: 3 clusters Score -772507.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -772529.875000 Penalty: 4451.912598
	Iteration 28Q: 3 clusters Score -772529.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -772549.937500 Penalty: 4451.912598
	Iteration 29Q: 3 clusters Score -772549.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -772565.250000 Penalty: 4451.912598
	Iteration 30Q: 3 clusters Score -772565.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -772577.187500 Penalty: 4451.912598
	Iteration 31Q: 3 clusters Score -772577.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -772591.750000 Penalty: 4451.912598
	Iteration 32Q: 3 clusters Score -772591.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -772602.375000 Penalty: 4451.912598
	Iteration 33Q: 3 clusters Score -772602.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -772612.687500 Penalty: 4451.912598
	Iteration 34Q: 3 clusters Score -772612.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -772622.750000 Penalty: 4451.912598
	Iteration 35Q: 3 clusters Score -772622.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -772631.687500 Penalty: 4451.912598
	Iteration 36Q: 3 clusters Score -772631.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -772637.125000 Penalty: 4451.912598
	Iteration 37Q: 3 clusters Score -772637.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -772641.562500 Penalty: 4451.912598
	Iteration 38Q: 3 clusters Score -772641.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -772645.937500 Penalty: 4451.912598
	Iteration 39Q: 3 clusters Score -772645.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -772651.937500 Penalty: 4451.912598
	Iteration 40F: 3 clusters Score -772651.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -772656.437500 Penalty: 4451.912598
	Iteration 41Q: 3 clusters Score -772656.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -772658.062500 Penalty: 4451.912598
	Iteration 42Q: 3 clusters Score -772658.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -772656.812500 Penalty: 4451.912598
	Iteration 43Q: 3 clusters Score -772656.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -772658.062500 Penalty: 4451.912598
	Iteration 44Q: 3 clusters Score -772658.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -772658.062500 Penalty: 4451.912598
	Iteration 45F: 3 clusters Score -772658.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -42044.890625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -42044.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -40597.773438 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40597.77 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -40770.406250 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40770.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -40835.691406 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -40835.69 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40868.234375 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -40868.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40888.808594 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -40888.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40924.832031 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -40924.83 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -40956.796875 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -40956.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40995.929688 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -40995.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41017.820312 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -41017.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41033.710938 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -41033.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41055.222656 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -41055.22 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41075.828125 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -41075.83 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41110.753906 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -41110.75 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41137.453125 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -41137.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41149.589844 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -41149.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41168.437500 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -41168.44 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41198.027344 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -41198.03 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -41219.191406 Penalty: 3020.166260
	Iteration 17Q: 3 clusters Score -41219.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41245.332031 Penalty: 3020.166260
	Iteration 18Q: 3 clusters Score -41245.33 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41281.894531 Penalty: 3020.166260
	Iteration 19Q: 3 clusters Score -41281.89 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41348.359375 Penalty: 3020.166260
	Iteration 20F: 3 clusters Score -41348.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41543.042969 Penalty: 3020.166260
	Iteration 21Q: 3 clusters Score -41543.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41638.636719 Penalty: 3020.166260
	Iteration 22Q: 3 clusters Score -41638.64 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -41716.269531 Penalty: 3020.166260
	Iteration 23Q: 3 clusters Score -41716.27 nChanged 10
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: -41787.191406 Penalty: 3020.166260
	Iteration 24Q: 3 clusters Score -41787.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -41839.304688 Penalty: 3020.166260
	Iteration 25Q: 3 clusters Score -41839.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -41894.093750 Penalty: 3020.166260
	Iteration 26Q: 3 clusters Score -41894.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41920.214844 Penalty: 3020.166260
	Iteration 27Q: 3 clusters Score -41920.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41933.640625 Penalty: 3020.166260
	Iteration 28Q: 3 clusters Score -41933.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41944.476562 Penalty: 3020.166260
	Iteration 29Q: 3 clusters Score -41944.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41956.148438 Penalty: 3020.166260
	Iteration 30Q: 3 clusters Score -41956.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41967.316406 Penalty: 3020.166260
	Iteration 31Q: 3 clusters Score -41967.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41979.964844 Penalty: 3020.166260
	Iteration 32Q: 3 clusters Score -41979.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41979.964844 Penalty: 3020.166260
	Iteration 33F: 3 clusters Score -41979.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -245299.265625 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -245299.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -242544.453125 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -242544.5 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -243774.078125 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -243774.1 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -244215.187500 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -244215.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -244404.500000 Penalty: 3846.435547
	Iteration 3F: 3 clusters Score -244404.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -244535.234375 Penalty: 3846.435547
	Iteration 4F: 3 clusters Score -244535.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -244640.046875 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -244640 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -244725.687500 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -244725.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -244830.421875 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -244830.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -244962.671875 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -244962.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -245090.687500 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -245090.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -245296.953125 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -245297 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -245535.046875 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -245535 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -245666.437500 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -245666.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -245734.171875 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -245734.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -245777.546875 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -245777.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -245816.890625 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -245816.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -245855.109375 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -245855.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -245890.390625 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -245890.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -245928.562500 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -245928.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -245978.390625 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -245978.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -246034.062500 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -246034.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -246081.875000 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -246081.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -246104.734375 Penalty: 3846.435547
	Iteration 22Q: 3 clusters Score -246104.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -246111.687500 Penalty: 3846.435547
	Iteration 23Q: 3 clusters Score -246111.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -246121.531250 Penalty: 3846.435547
	Iteration 24Q: 3 clusters Score -246121.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -246132.812500 Penalty: 3846.435547
	Iteration 25Q: 3 clusters Score -246132.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -246139.500000 Penalty: 3846.435547
	Iteration 26Q: 3 clusters Score -246139.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -246144.953125 Penalty: 3846.435547
	Iteration 27Q: 3 clusters Score -246145 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -246149.062500 Penalty: 3846.435547
	Iteration 28Q: 3 clusters Score -246149.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -246151.484375 Penalty: 3846.435547
	Iteration 29Q: 3 clusters Score -246151.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -246151.562500 Penalty: 3846.435547
	Iteration 30Q: 3 clusters Score -246151.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -246152.421875 Penalty: 3846.435547
	Iteration 31Q: 3 clusters Score -246152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -246152.421875 Penalty: 3846.435547
	Iteration 32F: 3 clusters Score -246152.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 929 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 151600 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 246918 members 
Mstep: Class 9 contains 78959 members 
Mstep: Class 10 contains 11512 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 161466 members 
Mstep: Class 14 contains 16111 members 
Mstep: Class 15 contains 19394 members 
Mstep: Class 16 contains 184328 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 198673 members 
Mstep: Class 19 contains 26479 members 
Mstep: Class 20 contains 13743 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 10197 members 
Mstep: Class 24 contains 213402 members 
Mstep: Class 25 contains 2526 members 
Mstep: Class 26 contains 1404 members 
Entering Unmasked Estep 
Score: -161430784.000000 Penalty: 91337.375000
Splitting cluster 4 changes total score from -161431216.000000 to -161430784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -50657.558594 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -50657.56 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 254 members 
Entering Unmasked Estep 
Score: -49144.152344 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -49144.15 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49302.320312 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -49302.32 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49383.687500 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -49383.69 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -49439.371094 Penalty: 3078.461670
	Iteration 3Q: 3 clusters Score -49439.37 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -49456.660156 Penalty: 3078.461670
	Iteration 4Q: 3 clusters Score -49456.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49457.902344 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -49457.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -49457.902344 Penalty: 3078.461670
	Iteration 6F: 3 clusters Score -49457.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (151600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151600 members 
Entering Unmasked Estep 
Score: -17912756.000000 Penalty: 2958.392090
	Iteration 0F: 2 clusters Score -1.791276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75395 members 
Mstep: Class 2 contains 76205 members 
Entering Unmasked Estep 
Score: -17811480.000000 Penalty: 5916.784180
	Iteration 0F: 3 clusters Score -1.781148e+07 nChanged 72227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69400 members 
Mstep: Class 2 contains 82200 members 
Entering Unmasked Estep 
Score: -17853512.000000 Penalty: 5916.784180
	Iteration 1F: 3 clusters Score -1.785351e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65467 members 
Mstep: Class 2 contains 86133 members 
Entering Unmasked Estep 
Score: -17855394.000000 Penalty: 5916.784180
	Iteration 2Q: 3 clusters Score -1.785539e+07 nChanged 7213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59566 members 
Mstep: Class 2 contains 92034 members 
Entering Unmasked Estep 
Score: -17858794.000000 Penalty: 5916.784180
	Iteration 3Q: 3 clusters Score -1.785879e+07 nChanged 9683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50885 members 
Mstep: Class 2 contains 100715 members 
Entering Unmasked Estep 
Score: -17864710.000000 Penalty: 5916.784180
	Iteration 4F: 3 clusters Score -1.786471e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 112244 members 
Entering Unmasked Estep 
Score: -17874944.000000 Penalty: 5916.784180
	Iteration 5F: 3 clusters Score -1.787494e+07 nChanged 13489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 124885 members 
Entering Unmasked Estep 
Score: -17887662.000000 Penalty: 5916.784180
	Iteration 6F: 3 clusters Score -1.788766e+07 nChanged 11124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 135411 members 
Entering Unmasked Estep 
Score: -17898360.000000 Penalty: 5916.784180
	Iteration 7F: 3 clusters Score -1.789836e+07 nChanged 6773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 141802 members 
Entering Unmasked Estep 
Score: -17904926.000000 Penalty: 5916.784180
	Iteration 8Q: 3 clusters Score -1.790493e+07 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 144927 members 
Entering Unmasked Estep 
Score: -17908326.000000 Penalty: 5916.784180
	Iteration 9Q: 3 clusters Score -1.790833e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 146349 members 
Entering Unmasked Estep 
Score: -17909830.000000 Penalty: 5916.784180
	Iteration 10Q: 3 clusters Score -1.790983e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 147023 members 
Entering Unmasked Estep 
Score: -17910466.000000 Penalty: 5916.784180
	Iteration 11Q: 3 clusters Score -1.791047e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 147419 members 
Entering Unmasked Estep 
Score: -17910754.000000 Penalty: 5916.784180
	Iteration 12Q: 3 clusters Score -1.791075e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 147708 members 
Entering Unmasked Estep 
Score: -17910914.000000 Penalty: 5916.784180
	Iteration 13Q: 3 clusters Score -1.791091e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 147934 members 
Entering Unmasked Estep 
Score: -17910958.000000 Penalty: 5916.784180
	Iteration 14Q: 3 clusters Score -1.791096e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 148133 members 
Entering Unmasked Estep 
Score: -17911028.000000 Penalty: 5916.784180
	Iteration 15Q: 3 clusters Score -1.791103e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 148309 members 
Entering Unmasked Estep 
Score: -17911114.000000 Penalty: 5916.784180
	Iteration 16Q: 3 clusters Score -1.791111e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 148457 members 
Entering Unmasked Estep 
Score: -17911204.000000 Penalty: 5916.784180
	Iteration 17Q: 3 clusters Score -1.79112e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 148564 members 
Entering Unmasked Estep 
Score: -17911230.000000 Penalty: 5916.784180
	Iteration 18Q: 3 clusters Score -1.791123e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 148645 members 
Entering Unmasked Estep 
Score: -17911278.000000 Penalty: 5916.784180
	Iteration 19Q: 3 clusters Score -1.791128e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 148701 members 
Entering Unmasked Estep 
Score: -17911252.000000 Penalty: 5916.784180
	Iteration 20F: 3 clusters Score -1.791125e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 148745 members 
Entering Unmasked Estep 
Score: -17911256.000000 Penalty: 5916.784180
	Iteration 21Q: 3 clusters Score -1.791126e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 148786 members 
Entering Unmasked Estep 
Score: -17911278.000000 Penalty: 5916.784180
	Iteration 22Q: 3 clusters Score -1.791128e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 148824 members 
Entering Unmasked Estep 
Score: -17911290.000000 Penalty: 5916.784180
	Iteration 23Q: 3 clusters Score -1.791129e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 148863 members 
Entering Unmasked Estep 
Score: -17911328.000000 Penalty: 5916.784180
	Iteration 24Q: 3 clusters Score -1.791133e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 148892 members 
Entering Unmasked Estep 
Score: -17911324.000000 Penalty: 5916.784180
	Iteration 25Q: 3 clusters Score -1.791132e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 148921 members 
Entering Unmasked Estep 
Score: -17911346.000000 Penalty: 5916.784180
	Iteration 26Q: 3 clusters Score -1.791135e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 148947 members 
Entering Unmasked Estep 
Score: -17911356.000000 Penalty: 5916.784180
	Iteration 27Q: 3 clusters Score -1.791136e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 148975 members 
Entering Unmasked Estep 
Score: -17911348.000000 Penalty: 5916.784180
	Iteration 28Q: 3 clusters Score -1.791135e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 149002 members 
Entering Unmasked Estep 
Score: -17911372.000000 Penalty: 5916.784180
	Iteration 29Q: 3 clusters Score -1.791137e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 149025 members 
Entering Unmasked Estep 
Score: -17911372.000000 Penalty: 5916.784180
	Iteration 30Q: 3 clusters Score -1.791137e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 149043 members 
Entering Unmasked Estep 
Score: -17911360.000000 Penalty: 5916.784180
	Iteration 31Q: 3 clusters Score -1.791136e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 149050 members 
Entering Unmasked Estep 
Score: -17911348.000000 Penalty: 5916.784180
	Iteration 32Q: 3 clusters Score -1.791135e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 149057 members 
Entering Unmasked Estep 
Score: -17911342.000000 Penalty: 5916.784180
	Iteration 33Q: 3 clusters Score -1.791134e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 149065 members 
Entering Unmasked Estep 
Score: -17911356.000000 Penalty: 5916.784180
	Iteration 34Q: 3 clusters Score -1.791136e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 149069 members 
Entering Unmasked Estep 
Score: -17911348.000000 Penalty: 5916.784180
	Iteration 35Q: 3 clusters Score -1.791135e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 149070 members 
Entering Unmasked Estep 
Score: -17911356.000000 Penalty: 5916.784180
	Iteration 36Q: 3 clusters Score -1.791136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 149074 members 
Entering Unmasked Estep 
Score: -17911352.000000 Penalty: 5916.784180
	Iteration 37Q: 3 clusters Score -1.791135e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 149077 members 
Entering Unmasked Estep 
Score: -17911364.000000 Penalty: 5916.784180
	Iteration 38Q: 3 clusters Score -1.791136e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 149080 members 
Entering Unmasked Estep 
Score: -17911364.000000 Penalty: 5916.784180
	Iteration 39Q: 3 clusters Score -1.791136e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 149084 members 
Entering Unmasked Estep 
Score: -17911364.000000 Penalty: 5916.784180
	Iteration 40F: 3 clusters Score -1.791136e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 149089 members 
Entering Unmasked Estep 
Score: -17911364.000000 Penalty: 5916.784180
	Iteration 41Q: 3 clusters Score -1.791136e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 149091 members 
Entering Unmasked Estep 
Score: -17911368.000000 Penalty: 5916.784180
	Iteration 42Q: 3 clusters Score -1.791137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 149095 members 
Entering Unmasked Estep 
Score: -17911372.000000 Penalty: 5916.784180
	Iteration 43Q: 3 clusters Score -1.791137e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 149097 members 
Entering Unmasked Estep 
Score: -17911378.000000 Penalty: 5916.784180
	Iteration 44Q: 3 clusters Score -1.791138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 149100 members 
Entering Unmasked Estep 
Score: -17911376.000000 Penalty: 5916.784180
	Iteration 45Q: 3 clusters Score -1.791138e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 149101 members 
Entering Unmasked Estep 
Score: -17911372.000000 Penalty: 5916.784180
	Iteration 46Q: 3 clusters Score -1.791137e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 149105 members 
Entering Unmasked Estep 
Score: -17911372.000000 Penalty: 5916.784180
	Iteration 47Q: 3 clusters Score -1.791137e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -17911384.000000 Penalty: 5916.784180
	Iteration 48Q: 3 clusters Score -1.791138e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 149105 members 
Entering Unmasked Estep 
Score: -17911386.000000 Penalty: 5916.784180
	Iteration 49Q: 3 clusters Score -1.791139e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -17911384.000000 Penalty: 5916.784180
	Iteration 50Q: 3 clusters Score -1.791138e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 149104 members 
Entering Unmasked Estep 
Score: -17911384.000000 Penalty: 5916.784180
	Iteration 51F: 3 clusters Score -1.791138e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Entering Unmasked Estep 
Score: -403574.437500 Penalty: 2027.884644
	Iteration 0F: 2 clusters Score -403574.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -400004.093750 Penalty: 4055.769287
	Iteration 0F: 3 clusters Score -400004.1 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -400698.750000 Penalty: 4055.769287
	Iteration 1F: 3 clusters Score -400698.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -400831.750000 Penalty: 4055.769287
	Iteration 2F: 3 clusters Score -400831.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -400918.281250 Penalty: 4055.769287
	Iteration 3Q: 3 clusters Score -400918.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -400978.781250 Penalty: 4055.769287
	Iteration 4Q: 3 clusters Score -400978.8 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -401028.593750 Penalty: 4055.769287
	Iteration 5Q: 3 clusters Score -401028.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -401069.218750 Penalty: 4055.769287
	Iteration 6Q: 3 clusters Score -401069.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -401097.312500 Penalty: 4055.769287
	Iteration 7Q: 3 clusters Score -401097.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -401116.906250 Penalty: 4055.769287
	Iteration 8Q: 3 clusters Score -401116.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -401135.531250 Penalty: 4055.769287
	Iteration 9Q: 3 clusters Score -401135.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -401152.500000 Penalty: 4055.769287
	Iteration 10Q: 3 clusters Score -401152.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -401164.562500 Penalty: 4055.769287
	Iteration 11Q: 3 clusters Score -401164.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -401172.937500 Penalty: 4055.769287
	Iteration 12Q: 3 clusters Score -401172.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -401180.218750 Penalty: 4055.769287
	Iteration 13Q: 3 clusters Score -401180.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -401186.468750 Penalty: 4055.769287
	Iteration 14Q: 3 clusters Score -401186.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -401196.687500 Penalty: 4055.769287
	Iteration 15Q: 3 clusters Score -401196.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -401204.125000 Penalty: 4055.769287
	Iteration 16Q: 3 clusters Score -401204.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -401212.625000 Penalty: 4055.769287
	Iteration 17Q: 3 clusters Score -401212.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -401224.406250 Penalty: 4055.769287
	Iteration 18Q: 3 clusters Score -401224.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -401233.781250 Penalty: 4055.769287
	Iteration 19Q: 3 clusters Score -401233.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -401245.968750 Penalty: 4055.769287
	Iteration 20F: 3 clusters Score -401246 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -401254.375000 Penalty: 4055.769287
	Iteration 21Q: 3 clusters Score -401254.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -401262.500000 Penalty: 4055.769287
	Iteration 22Q: 3 clusters Score -401262.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -401273.375000 Penalty: 4055.769287
	Iteration 23Q: 3 clusters Score -401273.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -401284.781250 Penalty: 4055.769287
	Iteration 24Q: 3 clusters Score -401284.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -401295.625000 Penalty: 4055.769287
	Iteration 25Q: 3 clusters Score -401295.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -401307.250000 Penalty: 4055.769287
	Iteration 26Q: 3 clusters Score -401307.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -401318.437500 Penalty: 4055.769287
	Iteration 27Q: 3 clusters Score -401318.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -401332.281250 Penalty: 4055.769287
	Iteration 28Q: 3 clusters Score -401332.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -401349.593750 Penalty: 4055.769287
	Iteration 29Q: 3 clusters Score -401349.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -401366.750000 Penalty: 4055.769287
	Iteration 30Q: 3 clusters Score -401366.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -401379.406250 Penalty: 4055.769287
	Iteration 31Q: 3 clusters Score -401379.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -401390.125000 Penalty: 4055.769287
	Iteration 32Q: 3 clusters Score -401390.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -401405.406250 Penalty: 4055.769287
	Iteration 33Q: 3 clusters Score -401405.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -401413.250000 Penalty: 4055.769287
	Iteration 34Q: 3 clusters Score -401413.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -401424.125000 Penalty: 4055.769287
	Iteration 35Q: 3 clusters Score -401424.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -401443.343750 Penalty: 4055.769287
	Iteration 36Q: 3 clusters Score -401443.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -401460.625000 Penalty: 4055.769287
	Iteration 37Q: 3 clusters Score -401460.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -401472.156250 Penalty: 4055.769287
	Iteration 38Q: 3 clusters Score -401472.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -401488.781250 Penalty: 4055.769287
	Iteration 39Q: 3 clusters Score -401488.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -401503.031250 Penalty: 4055.769287
	Iteration 40F: 3 clusters Score -401503 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -401514.812500 Penalty: 4055.769287
	Iteration 41Q: 3 clusters Score -401514.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -401527.031250 Penalty: 4055.769287
	Iteration 42Q: 3 clusters Score -401527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -401542.781250 Penalty: 4055.769287
	Iteration 43Q: 3 clusters Score -401542.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -401556.250000 Penalty: 4055.769287
	Iteration 44Q: 3 clusters Score -401556.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -401571.156250 Penalty: 4055.769287
	Iteration 45Q: 3 clusters Score -401571.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -401580.312500 Penalty: 4055.769287
	Iteration 46Q: 3 clusters Score -401580.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -401589.812500 Penalty: 4055.769287
	Iteration 47Q: 3 clusters Score -401589.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -401595.031250 Penalty: 4055.769287
	Iteration 48Q: 3 clusters Score -401595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -401601.687500 Penalty: 4055.769287
	Iteration 49Q: 3 clusters Score -401601.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -401611.281250 Penalty: 4055.769287
	Iteration 50Q: 3 clusters Score -401611.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -401620.250000 Penalty: 4055.769287
	Iteration 51Q: 3 clusters Score -401620.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -401626.906250 Penalty: 4055.769287
	Iteration 52Q: 3 clusters Score -401626.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -401635.093750 Penalty: 4055.769287
	Iteration 53Q: 3 clusters Score -401635.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -401641.125000 Penalty: 4055.769287
	Iteration 54Q: 3 clusters Score -401641.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -401649.843750 Penalty: 4055.769287
	Iteration 55Q: 3 clusters Score -401649.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -401654.656250 Penalty: 4055.769287
	Iteration 56Q: 3 clusters Score -401654.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -401655.562500 Penalty: 4055.769287
	Iteration 57Q: 3 clusters Score -401655.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -401656.937500 Penalty: 4055.769287
	Iteration 58Q: 3 clusters Score -401656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -401660.468750 Penalty: 4055.769287
	Iteration 59Q: 3 clusters Score -401660.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -401665.781250 Penalty: 4055.769287
	Iteration 60F: 3 clusters Score -401665.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -401672.062500 Penalty: 4055.769287
	Iteration 61Q: 3 clusters Score -401672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -401674.500000 Penalty: 4055.769287
	Iteration 62Q: 3 clusters Score -401674.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -401675.906250 Penalty: 4055.769287
	Iteration 63Q: 3 clusters Score -401675.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -401678.031250 Penalty: 4055.769287
	Iteration 64Q: 3 clusters Score -401678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -401683.437500 Penalty: 4055.769287
	Iteration 65Q: 3 clusters Score -401683.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -401687.687500 Penalty: 4055.769287
	Iteration 66Q: 3 clusters Score -401687.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -401693.687500 Penalty: 4055.769287
	Iteration 67Q: 3 clusters Score -401693.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -401698.437500 Penalty: 4055.769287
	Iteration 68Q: 3 clusters Score -401698.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -401702.687500 Penalty: 4055.769287
	Iteration 69Q: 3 clusters Score -401702.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -401703.687500 Penalty: 4055.769287
	Iteration 70Q: 3 clusters Score -401703.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -401704.375000 Penalty: 4055.769287
	Iteration 71Q: 3 clusters Score -401704.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -401706.312500 Penalty: 4055.769287
	Iteration 72Q: 3 clusters Score -401706.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -401707.375000 Penalty: 4055.769287
	Iteration 73Q: 3 clusters Score -401707.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -401707.156250 Penalty: 4055.769287
	Iteration 74Q: 3 clusters Score -401707.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -401707.156250 Penalty: 4055.769287
	Iteration 75F: 3 clusters Score -401707.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (246918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246918 members 
Entering Unmasked Estep 
Score: -28987654.000000 Penalty: 3079.369385
	Iteration 0F: 2 clusters Score -2.898765e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123383 members 
Mstep: Class 2 contains 123535 members 
Entering Unmasked Estep 
Score: -28832230.000000 Penalty: 6158.738770
	Iteration 0F: 3 clusters Score -2.883223e+07 nChanged 119237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121008 members 
Mstep: Class 2 contains 125910 members 
Entering Unmasked Estep 
Score: -28902482.000000 Penalty: 6158.738770
	Iteration 1F: 3 clusters Score -2.890248e+07 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119570 members 
Mstep: Class 2 contains 127348 members 
Entering Unmasked Estep 
Score: -28903408.000000 Penalty: 6158.738770
	Iteration 2Q: 3 clusters Score -2.890341e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117272 members 
Mstep: Class 2 contains 129646 members 
Entering Unmasked Estep 
Score: -28904714.000000 Penalty: 6158.738770
	Iteration 3Q: 3 clusters Score -2.890471e+07 nChanged 6513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113851 members 
Mstep: Class 2 contains 133067 members 
Entering Unmasked Estep 
Score: -28906218.000000 Penalty: 6158.738770
	Iteration 4Q: 3 clusters Score -2.890622e+07 nChanged 7704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108587 members 
Mstep: Class 2 contains 138331 members 
Entering Unmasked Estep 
Score: -28908706.000000 Penalty: 6158.738770
	Iteration 5Q: 3 clusters Score -2.890871e+07 nChanged 9534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100961 members 
Mstep: Class 2 contains 145957 members 
Entering Unmasked Estep 
Score: -28913066.000000 Penalty: 6158.738770
	Iteration 6Q: 3 clusters Score -2.891307e+07 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89925 members 
Mstep: Class 2 contains 156993 members 
Entering Unmasked Estep 
Score: -28920408.000000 Penalty: 6158.738770
	Iteration 7F: 3 clusters Score -2.892041e+07 nChanged 15529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75224 members 
Mstep: Class 2 contains 171694 members 
Entering Unmasked Estep 
Score: -28931168.000000 Penalty: 6158.738770
	Iteration 8F: 3 clusters Score -2.893117e+07 nChanged 17474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58438 members 
Mstep: Class 2 contains 188480 members 
Entering Unmasked Estep 
Score: -28943760.000000 Penalty: 6158.738770
	Iteration 9F: 3 clusters Score -2.894376e+07 nChanged 16784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 204340 members 
Entering Unmasked Estep 
Score: -28955878.000000 Penalty: 6158.738770
	Iteration 10F: 3 clusters Score -2.895588e+07 nChanged 13412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 216750 members 
Entering Unmasked Estep 
Score: -28965624.000000 Penalty: 6158.738770
	Iteration 11F: 3 clusters Score -2.896562e+07 nChanged 9337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22001 members 
Mstep: Class 2 contains 224917 members 
Entering Unmasked Estep 
Score: -28972038.000000 Penalty: 6158.738770
	Iteration 12Q: 3 clusters Score -2.897204e+07 nChanged 5980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 229841 members 
Entering Unmasked Estep 
Score: -28975884.000000 Penalty: 6158.738770
	Iteration 13Q: 3 clusters Score -2.897588e+07 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 232920 members 
Entering Unmasked Estep 
Score: -28978026.000000 Penalty: 6158.738770
	Iteration 14Q: 3 clusters Score -2.897803e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 235110 members 
Entering Unmasked Estep 
Score: -28979434.000000 Penalty: 6158.738770
	Iteration 15Q: 3 clusters Score -2.897943e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 236699 members 
Entering Unmasked Estep 
Score: -28980240.000000 Penalty: 6158.738770
	Iteration 16Q: 3 clusters Score -2.898024e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 237907 members 
Entering Unmasked Estep 
Score: -28980852.000000 Penalty: 6158.738770
	Iteration 17Q: 3 clusters Score -2.898085e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 238864 members 
Entering Unmasked Estep 
Score: -28981312.000000 Penalty: 6158.738770
	Iteration 18Q: 3 clusters Score -2.898131e+07 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 239574 members 
Entering Unmasked Estep 
Score: -28981708.000000 Penalty: 6158.738770
	Iteration 19Q: 3 clusters Score -2.898171e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 240147 members 
Entering Unmasked Estep 
Score: -28982006.000000 Penalty: 6158.738770
	Iteration 20F: 3 clusters Score -2.898201e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 240633 members 
Entering Unmasked Estep 
Score: -28982336.000000 Penalty: 6158.738770
	Iteration 21Q: 3 clusters Score -2.898234e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 241055 members 
Entering Unmasked Estep 
Score: -28982566.000000 Penalty: 6158.738770
	Iteration 22Q: 3 clusters Score -2.898257e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 241397 members 
Entering Unmasked Estep 
Score: -28982798.000000 Penalty: 6158.738770
	Iteration 23Q: 3 clusters Score -2.89828e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 241678 members 
Entering Unmasked Estep 
Score: -28982906.000000 Penalty: 6158.738770
	Iteration 24Q: 3 clusters Score -2.898291e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 241890 members 
Entering Unmasked Estep 
Score: -28982968.000000 Penalty: 6158.738770
	Iteration 25Q: 3 clusters Score -2.898297e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 242092 members 
Entering Unmasked Estep 
Score: -28983026.000000 Penalty: 6158.738770
	Iteration 26Q: 3 clusters Score -2.898303e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 242258 members 
Entering Unmasked Estep 
Score: -28983132.000000 Penalty: 6158.738770
	Iteration 27Q: 3 clusters Score -2.898313e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 242407 members 
Entering Unmasked Estep 
Score: -28983166.000000 Penalty: 6158.738770
	Iteration 28Q: 3 clusters Score -2.898317e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 242552 members 
Entering Unmasked Estep 
Score: -28983266.000000 Penalty: 6158.738770
	Iteration 29Q: 3 clusters Score -2.898327e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 242695 members 
Entering Unmasked Estep 
Score: -28983326.000000 Penalty: 6158.738770
	Iteration 30Q: 3 clusters Score -2.898333e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 242805 members 
Entering Unmasked Estep 
Score: -28983414.000000 Penalty: 6158.738770
	Iteration 31Q: 3 clusters Score -2.898341e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 242918 members 
Entering Unmasked Estep 
Score: -28983484.000000 Penalty: 6158.738770
	Iteration 32Q: 3 clusters Score -2.898348e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 242988 members 
Entering Unmasked Estep 
Score: -28983522.000000 Penalty: 6158.738770
	Iteration 33Q: 3 clusters Score -2.898352e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 243035 members 
Entering Unmasked Estep 
Score: -28983542.000000 Penalty: 6158.738770
	Iteration 34Q: 3 clusters Score -2.898354e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 243074 members 
Entering Unmasked Estep 
Score: -28983538.000000 Penalty: 6158.738770
	Iteration 35Q: 3 clusters Score -2.898354e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 243095 members 
Entering Unmasked Estep 
Score: -28983582.000000 Penalty: 6158.738770
	Iteration 36Q: 3 clusters Score -2.898358e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 243123 members 
Entering Unmasked Estep 
Score: -28983628.000000 Penalty: 6158.738770
	Iteration 37Q: 3 clusters Score -2.898363e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 243144 members 
Entering Unmasked Estep 
Score: -28983596.000000 Penalty: 6158.738770
	Iteration 38Q: 3 clusters Score -2.89836e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 243171 members 
Entering Unmasked Estep 
Score: -28983572.000000 Penalty: 6158.738770
	Iteration 39Q: 3 clusters Score -2.898357e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 243194 members 
Entering Unmasked Estep 
Score: -28983578.000000 Penalty: 6158.738770
	Iteration 40F: 3 clusters Score -2.898358e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 243238 members 
Entering Unmasked Estep 
Score: -28983568.000000 Penalty: 6158.738770
	Iteration 41Q: 3 clusters Score -2.898357e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 243263 members 
Entering Unmasked Estep 
Score: -28983596.000000 Penalty: 6158.738770
	Iteration 42Q: 3 clusters Score -2.89836e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 243290 members 
Entering Unmasked Estep 
Score: -28983630.000000 Penalty: 6158.738770
	Iteration 43Q: 3 clusters Score -2.898363e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 243318 members 
Entering Unmasked Estep 
Score: -28983646.000000 Penalty: 6158.738770
	Iteration 44Q: 3 clusters Score -2.898365e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 243346 members 
Entering Unmasked Estep 
Score: -28983680.000000 Penalty: 6158.738770
	Iteration 45Q: 3 clusters Score -2.898368e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 243371 members 
Entering Unmasked Estep 
Score: -28983692.000000 Penalty: 6158.738770
	Iteration 46Q: 3 clusters Score -2.898369e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 243389 members 
Entering Unmasked Estep 
Score: -28983734.000000 Penalty: 6158.738770
	Iteration 47Q: 3 clusters Score -2.898373e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 243408 members 
Entering Unmasked Estep 
Score: -28983786.000000 Penalty: 6158.738770
	Iteration 48Q: 3 clusters Score -2.898379e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 243431 members 
Entering Unmasked Estep 
Score: -28983780.000000 Penalty: 6158.738770
	Iteration 49Q: 3 clusters Score -2.898378e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 243467 members 
Entering Unmasked Estep 
Score: -28983766.000000 Penalty: 6158.738770
	Iteration 50Q: 3 clusters Score -2.898377e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 243503 members 
Entering Unmasked Estep 
Score: -28983810.000000 Penalty: 6158.738770
	Iteration 51Q: 3 clusters Score -2.898381e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 243525 members 
Entering Unmasked Estep 
Score: -28983794.000000 Penalty: 6158.738770
	Iteration 52Q: 3 clusters Score -2.898379e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 243539 members 
Entering Unmasked Estep 
Score: -28983794.000000 Penalty: 6158.738770
	Iteration 53Q: 3 clusters Score -2.898379e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 243555 members 
Entering Unmasked Estep 
Score: -28983830.000000 Penalty: 6158.738770
	Iteration 54Q: 3 clusters Score -2.898383e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 243576 members 
Entering Unmasked Estep 
Score: -28983848.000000 Penalty: 6158.738770
	Iteration 55Q: 3 clusters Score -2.898385e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 243597 members 
Entering Unmasked Estep 
Score: -28983860.000000 Penalty: 6158.738770
	Iteration 56Q: 3 clusters Score -2.898386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 243617 members 
Entering Unmasked Estep 
Score: -28983870.000000 Penalty: 6158.738770
	Iteration 57Q: 3 clusters Score -2.898387e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 243636 members 
Entering Unmasked Estep 
Score: -28983894.000000 Penalty: 6158.738770
	Iteration 58Q: 3 clusters Score -2.898389e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 243644 members 
Entering Unmasked Estep 
Score: -28983890.000000 Penalty: 6158.738770
	Iteration 59Q: 3 clusters Score -2.898389e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 243647 members 
Entering Unmasked Estep 
Score: -28983906.000000 Penalty: 6158.738770
	Iteration 60F: 3 clusters Score -2.898391e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 243663 members 
Entering Unmasked Estep 
Score: -28983910.000000 Penalty: 6158.738770
	Iteration 61Q: 3 clusters Score -2.898391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 243672 members 
Entering Unmasked Estep 
Score: -28983900.000000 Penalty: 6158.738770
	Iteration 62Q: 3 clusters Score -2.89839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 243682 members 
Entering Unmasked Estep 
Score: -28983924.000000 Penalty: 6158.738770
	Iteration 63Q: 3 clusters Score -2.898392e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 243693 members 
Entering Unmasked Estep 
Score: -28983932.000000 Penalty: 6158.738770
	Iteration 64Q: 3 clusters Score -2.898393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 243701 members 
Entering Unmasked Estep 
Score: -28983932.000000 Penalty: 6158.738770
	Iteration 65Q: 3 clusters Score -2.898393e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 243714 members 
Entering Unmasked Estep 
Score: -28983926.000000 Penalty: 6158.738770
	Iteration 66Q: 3 clusters Score -2.898393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 243719 members 
Entering Unmasked Estep 
Score: -28983926.000000 Penalty: 6158.738770
	Iteration 67Q: 3 clusters Score -2.898393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 243727 members 
Entering Unmasked Estep 
Score: -28983938.000000 Penalty: 6158.738770
	Iteration 68Q: 3 clusters Score -2.898394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 243732 members 
Entering Unmasked Estep 
Score: -28983936.000000 Penalty: 6158.738770
	Iteration 69Q: 3 clusters Score -2.898394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 243740 members 
Entering Unmasked Estep 
Score: -28983942.000000 Penalty: 6158.738770
	Iteration 70Q: 3 clusters Score -2.898394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 243745 members 
Entering Unmasked Estep 
Score: -28983956.000000 Penalty: 6158.738770
	Iteration 71Q: 3 clusters Score -2.898396e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 243747 members 
Entering Unmasked Estep 
Score: -28983954.000000 Penalty: 6158.738770
	Iteration 72Q: 3 clusters Score -2.898395e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 243750 members 
Entering Unmasked Estep 
Score: -28983914.000000 Penalty: 6158.738770
	Iteration 73Q: 3 clusters Score -2.898391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 243750 members 
Entering Unmasked Estep 
Score: -28983900.000000 Penalty: 6158.738770
	Iteration 74Q: 3 clusters Score -2.89839e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 243751 members 
Entering Unmasked Estep 
Score: -28983922.000000 Penalty: 6158.738770
	Iteration 75Q: 3 clusters Score -2.898392e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 243759 members 
Entering Unmasked Estep 
Score: -28983926.000000 Penalty: 6158.738770
	Iteration 76Q: 3 clusters Score -2.898393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 243765 members 
Entering Unmasked Estep 
Score: -28983928.000000 Penalty: 6158.738770
	Iteration 77Q: 3 clusters Score -2.898393e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 243774 members 
Entering Unmasked Estep 
Score: -28983938.000000 Penalty: 6158.738770
	Iteration 78Q: 3 clusters Score -2.898394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 243777 members 
Entering Unmasked Estep 
Score: -28983932.000000 Penalty: 6158.738770
	Iteration 79Q: 3 clusters Score -2.898393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 243782 members 
Entering Unmasked Estep 
Score: -28983938.000000 Penalty: 6158.738770
	Iteration 80F: 3 clusters Score -2.898394e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 243786 members 
Entering Unmasked Estep 
Score: -28983948.000000 Penalty: 6158.738770
	Iteration 81Q: 3 clusters Score -2.898395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 243791 members 
Entering Unmasked Estep 
Score: -28983946.000000 Penalty: 6158.738770
	Iteration 82Q: 3 clusters Score -2.898395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 243795 members 
Entering Unmasked Estep 
Score: -28983944.000000 Penalty: 6158.738770
	Iteration 83Q: 3 clusters Score -2.898394e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 243799 members 
Entering Unmasked Estep 
Score: -28983952.000000 Penalty: 6158.738770
	Iteration 84Q: 3 clusters Score -2.898395e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 243800 members 
Entering Unmasked Estep 
Score: -28983964.000000 Penalty: 6158.738770
	Iteration 85Q: 3 clusters Score -2.898396e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 243802 members 
Entering Unmasked Estep 
Score: -28983974.000000 Penalty: 6158.738770
	Iteration 86Q: 3 clusters Score -2.898397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 243807 members 
Entering Unmasked Estep 
Score: -28983968.000000 Penalty: 6158.738770
	Iteration 87Q: 3 clusters Score -2.898397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 243812 members 
Entering Unmasked Estep 
Score: -28983986.000000 Penalty: 6158.738770
	Iteration 88Q: 3 clusters Score -2.898399e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 243815 members 
Entering Unmasked Estep 
Score: -28984000.000000 Penalty: 6158.738770
	Iteration 89Q: 3 clusters Score -2.8984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 243820 members 
Entering Unmasked Estep 
Score: -28983990.000000 Penalty: 6158.738770
	Iteration 90Q: 3 clusters Score -2.898399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 243828 members 
Entering Unmasked Estep 
Score: -28983988.000000 Penalty: 6158.738770
	Iteration 91Q: 3 clusters Score -2.898399e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 243832 members 
Entering Unmasked Estep 
Score: -28984000.000000 Penalty: 6158.738770
	Iteration 92Q: 3 clusters Score -2.8984e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 243832 members 
Entering Unmasked Estep 
Score: -28983994.000000 Penalty: 6158.738770
	Iteration 93Q: 3 clusters Score -2.898399e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 243830 members 
Entering Unmasked Estep 
Score: -28984010.000000 Penalty: 6158.738770
	Iteration 94Q: 3 clusters Score -2.898401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 243832 members 
Entering Unmasked Estep 
Score: -28984010.000000 Penalty: 6158.738770
	Iteration 95Q: 3 clusters Score -2.898401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 243831 members 
Entering Unmasked Estep 
Score: -28984020.000000 Penalty: 6158.738770
	Iteration 96Q: 3 clusters Score -2.898402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 243831 members 
Entering Unmasked Estep 
Score: -28984010.000000 Penalty: 6158.738770
	Iteration 97Q: 3 clusters Score -2.898401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 243832 members 
Entering Unmasked Estep 
Score: -28984018.000000 Penalty: 6158.738770
	Iteration 98Q: 3 clusters Score -2.898402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 243830 members 
Entering Unmasked Estep 
Score: -28984008.000000 Penalty: 6158.738770
	Iteration 99Q: 3 clusters Score -2.898401e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 243827 members 
Entering Unmasked Estep 
Score: -28984018.000000 Penalty: 6158.738770
	Iteration 100F: 3 clusters Score -2.898402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 243825 members 
Entering Unmasked Estep 
Score: -28984010.000000 Penalty: 6158.738770
	Iteration 101Q: 3 clusters Score -2.898401e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 243823 members 
Entering Unmasked Estep 
Score: -28984006.000000 Penalty: 6158.738770
	Iteration 102Q: 3 clusters Score -2.898401e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 243824 members 
Entering Unmasked Estep 
Score: -28984022.000000 Penalty: 6158.738770
	Iteration 103Q: 3 clusters Score -2.898402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 243824 members 
Entering Unmasked Estep 
Score: -28984002.000000 Penalty: 6158.738770
	Iteration 104Q: 3 clusters Score -2.8984e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 243826 members 
Entering Unmasked Estep 
Score: -28984018.000000 Penalty: 6158.738770
	Iteration 105Q: 3 clusters Score -2.898402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 243828 members 
Entering Unmasked Estep 
Score: -28984020.000000 Penalty: 6158.738770
	Iteration 106Q: 3 clusters Score -2.898402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 243828 members 
Entering Unmasked Estep 
Score: -28984024.000000 Penalty: 6158.738770
	Iteration 107Q: 3 clusters Score -2.898402e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 243828 members 
Entering Unmasked Estep 
Score: -28984032.000000 Penalty: 6158.738770
	Iteration 108Q: 3 clusters Score -2.898403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 243829 members 
Entering Unmasked Estep 
Score: -28984028.000000 Penalty: 6158.738770
	Iteration 109Q: 3 clusters Score -2.898403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 243830 members 
Entering Unmasked Estep 
Score: -28984012.000000 Penalty: 6158.738770
	Iteration 110Q: 3 clusters Score -2.898401e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 243828 members 
Entering Unmasked Estep 
Score: -28984026.000000 Penalty: 6158.738770
	Iteration 111Q: 3 clusters Score -2.898403e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 243827 members 
Entering Unmasked Estep 
Score: -28984016.000000 Penalty: 6158.738770
	Iteration 112Q: 3 clusters Score -2.898402e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 243824 members 
Entering Unmasked Estep 
Score: -28984022.000000 Penalty: 6158.738770
	Iteration 113Q: 3 clusters Score -2.898402e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 243821 members 
Entering Unmasked Estep 
Score: -28984030.000000 Penalty: 6158.738770
	Iteration 114Q: 3 clusters Score -2.898403e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 243821 members 
Entering Unmasked Estep 
Score: -28984022.000000 Penalty: 6158.738770
	Iteration 115Q: 3 clusters Score -2.898402e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 243821 members 
Entering Unmasked Estep 
Score: -28984030.000000 Penalty: 6158.738770
	Iteration 116Q: 3 clusters Score -2.898403e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 243816 members 
Entering Unmasked Estep 
Score: -28984018.000000 Penalty: 6158.738770
	Iteration 117Q: 3 clusters Score -2.898402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 243814 members 
Entering Unmasked Estep 
Score: -28984020.000000 Penalty: 6158.738770
	Iteration 118Q: 3 clusters Score -2.898402e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 243812 members 
Entering Unmasked Estep 
Score: -28984018.000000 Penalty: 6158.738770
	Iteration 119Q: 3 clusters Score -2.898402e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 243813 members 
Entering Unmasked Estep 
Score: -28984032.000000 Penalty: 6158.738770
	Iteration 120F: 3 clusters Score -2.898403e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 243811 members 
Entering Unmasked Estep 
Score: -28984014.000000 Penalty: 6158.738770
	Iteration 121Q: 3 clusters Score -2.898401e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 243815 members 
Entering Unmasked Estep 
Score: -28984036.000000 Penalty: 6158.738770
	Iteration 122Q: 3 clusters Score -2.898404e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 243822 members 
Entering Unmasked Estep 
Score: -28984038.000000 Penalty: 6158.738770
	Iteration 123Q: 3 clusters Score -2.898404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 243827 members 
Entering Unmasked Estep 
Score: -28984050.000000 Penalty: 6158.738770
	Iteration 124Q: 3 clusters Score -2.898405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 243830 members 
Entering Unmasked Estep 
Score: -28984042.000000 Penalty: 6158.738770
	Iteration 125Q: 3 clusters Score -2.898404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 243827 members 
Entering Unmasked Estep 
Score: -28984034.000000 Penalty: 6158.738770
	Iteration 126Q: 3 clusters Score -2.898403e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 243826 members 
Entering Unmasked Estep 
Score: -28984042.000000 Penalty: 6158.738770
	Iteration 127Q: 3 clusters Score -2.898404e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 243826 members 
Entering Unmasked Estep 
Score: -28984038.000000 Penalty: 6158.738770
	Iteration 128Q: 3 clusters Score -2.898404e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 243826 members 
Entering Unmasked Estep 
Score: -28984020.000000 Penalty: 6158.738770
	Iteration 129Q: 3 clusters Score -2.898402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 243826 members 
Entering Unmasked Estep 
Score: -28984034.000000 Penalty: 6158.738770
	Iteration 130Q: 3 clusters Score -2.898403e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 243828 members 
Entering Unmasked Estep 
Score: -28984040.000000 Penalty: 6158.738770
	Iteration 131Q: 3 clusters Score -2.898404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 243829 members 
Entering Unmasked Estep 
Score: -28984040.000000 Penalty: 6158.738770
	Iteration 132Q: 3 clusters Score -2.898404e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 243830 members 
Entering Unmasked Estep 
Score: -28984036.000000 Penalty: 6158.738770
	Iteration 133Q: 3 clusters Score -2.898404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 243830 members 
Entering Unmasked Estep 
Score: -28984036.000000 Penalty: 6158.738770
	Iteration 134F: 3 clusters Score -2.898404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (78959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78959 members 
Entering Unmasked Estep 
Score: -9025893.000000 Penalty: 2796.617676
	Iteration 0F: 2 clusters Score -9025893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 39289 members 
Entering Unmasked Estep 
Score: -8973079.000000 Penalty: 5593.235352
	Iteration 0F: 3 clusters Score -8973079 nChanged 37108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 37133 members 
Entering Unmasked Estep 
Score: -8993914.000000 Penalty: 5593.235352
	Iteration 1F: 3 clusters Score -8993914 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43145 members 
Mstep: Class 2 contains 35814 members 
Entering Unmasked Estep 
Score: -8994697.000000 Penalty: 5593.235352
	Iteration 2Q: 3 clusters Score -8994697 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 33793 members 
Entering Unmasked Estep 
Score: -8995554.000000 Penalty: 5593.235352
	Iteration 3Q: 3 clusters Score -8995554 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48190 members 
Mstep: Class 2 contains 30769 members 
Entering Unmasked Estep 
Score: -8997055.000000 Penalty: 5593.235352
	Iteration 4Q: 3 clusters Score -8997055 nChanged 4553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52465 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -8999455.000000 Penalty: 5593.235352
	Iteration 5F: 3 clusters Score -8999455 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58159 members 
Mstep: Class 2 contains 20800 members 
Entering Unmasked Estep 
Score: -9003601.000000 Penalty: 5593.235352
	Iteration 6F: 3 clusters Score -9003601 nChanged 6896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65035 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -9009818.000000 Penalty: 5593.235352
	Iteration 7F: 3 clusters Score -9009818 nChanged 6587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71614 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -9016392.000000 Penalty: 5593.235352
	Iteration 8F: 3 clusters Score -9016392 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75912 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -9020649.000000 Penalty: 5593.235352
	Iteration 9F: 3 clusters Score -9020649 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77810 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -9022480.000000 Penalty: 5593.235352
	Iteration 10Q: 3 clusters Score -9022480 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78419 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -9023041.000000 Penalty: 5593.235352
	Iteration 11Q: 3 clusters Score -9023041 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78618 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -9023246.000000 Penalty: 5593.235352
	Iteration 12Q: 3 clusters Score -9023246 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78684 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9023356.000000 Penalty: 5593.235352
	Iteration 13Q: 3 clusters Score -9023356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78705 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -9023405.000000 Penalty: 5593.235352
	Iteration 14Q: 3 clusters Score -9023405 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78710 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9023435.000000 Penalty: 5593.235352
	Iteration 15Q: 3 clusters Score -9023435 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78719 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -9023455.000000 Penalty: 5593.235352
	Iteration 16Q: 3 clusters Score -9023455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78720 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -9023456.000000 Penalty: 5593.235352
	Iteration 17Q: 3 clusters Score -9023456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78723 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -9023465.000000 Penalty: 5593.235352
	Iteration 18Q: 3 clusters Score -9023465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78725 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -9023459.000000 Penalty: 5593.235352
	Iteration 19Q: 3 clusters Score -9023459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78726 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9023469.000000 Penalty: 5593.235352
	Iteration 20F: 3 clusters Score -9023469 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78728 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -9023462.000000 Penalty: 5593.235352
	Iteration 21Q: 3 clusters Score -9023462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9023471.000000 Penalty: 5593.235352
	Iteration 22Q: 3 clusters Score -9023471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78729 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -9023471.000000 Penalty: 5593.235352
	Iteration 23F: 3 clusters Score -9023471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Entering Unmasked Estep 
Score: -1292453.875000 Penalty: 2319.083984
	Iteration 0F: 2 clusters Score -1292454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -1283887.375000 Penalty: 4638.167969
	Iteration 0F: 3 clusters Score -1283887 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1286502.500000 Penalty: 4638.167969
	Iteration 1F: 3 clusters Score -1286502 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -1286937.000000 Penalty: 4638.167969
	Iteration 2F: 3 clusters Score -1286937 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -1287311.625000 Penalty: 4638.167969
	Iteration 3F: 3 clusters Score -1287312 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -1287617.000000 Penalty: 4638.167969
	Iteration 4F: 3 clusters Score -1287617 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1287918.750000 Penalty: 4638.167969
	Iteration 5Q: 3 clusters Score -1287919 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1288177.500000 Penalty: 4638.167969
	Iteration 6Q: 3 clusters Score -1288178 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 6898 members 
Entering Unmasked Estep 
Score: -1288416.000000 Penalty: 4638.167969
	Iteration 7Q: 3 clusters Score -1288416 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1288668.250000 Penalty: 4638.167969
	Iteration 8Q: 3 clusters Score -1288668 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1288918.125000 Penalty: 4638.167969
	Iteration 9Q: 3 clusters Score -1288918 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1289162.250000 Penalty: 4638.167969
	Iteration 10Q: 3 clusters Score -1289162 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 8110 members 
Entering Unmasked Estep 
Score: -1289399.250000 Penalty: 4638.167969
	Iteration 11Q: 3 clusters Score -1289399 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 8406 members 
Entering Unmasked Estep 
Score: -1289652.375000 Penalty: 4638.167969
	Iteration 12Q: 3 clusters Score -1289652 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -1289880.625000 Penalty: 4638.167969
	Iteration 13Q: 3 clusters Score -1289881 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -1290083.875000 Penalty: 4638.167969
	Iteration 14Q: 3 clusters Score -1290084 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1290230.250000 Penalty: 4638.167969
	Iteration 15Q: 3 clusters Score -1290230 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2191 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -1290357.875000 Penalty: 4638.167969
	Iteration 16Q: 3 clusters Score -1290358 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1290470.375000 Penalty: 4638.167969
	Iteration 17Q: 3 clusters Score -1290470 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1290552.125000 Penalty: 4638.167969
	Iteration 18Q: 3 clusters Score -1290552 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 9703 members 
Entering Unmasked Estep 
Score: -1290616.250000 Penalty: 4638.167969
	Iteration 19Q: 3 clusters Score -1290616 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9797 members 
Entering Unmasked Estep 
Score: -1290668.875000 Penalty: 4638.167969
	Iteration 20F: 3 clusters Score -1290669 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -1290724.750000 Penalty: 4638.167969
	Iteration 21Q: 3 clusters Score -1290725 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1290767.000000 Penalty: 4638.167969
	Iteration 22Q: 3 clusters Score -1290767 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10032 members 
Entering Unmasked Estep 
Score: -1290802.875000 Penalty: 4638.167969
	Iteration 23Q: 3 clusters Score -1290803 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -1290846.125000 Penalty: 4638.167969
	Iteration 24Q: 3 clusters Score -1290846 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1290883.500000 Penalty: 4638.167969
	Iteration 25Q: 3 clusters Score -1290884 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -1290913.625000 Penalty: 4638.167969
	Iteration 26Q: 3 clusters Score -1290914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1290942.125000 Penalty: 4638.167969
	Iteration 27Q: 3 clusters Score -1290942 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 10324 members 
Entering Unmasked Estep 
Score: -1290964.250000 Penalty: 4638.167969
	Iteration 28Q: 3 clusters Score -1290964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1290985.000000 Penalty: 4638.167969
	Iteration 29Q: 3 clusters Score -1290985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1291002.625000 Penalty: 4638.167969
	Iteration 30Q: 3 clusters Score -1291003 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1291024.625000 Penalty: 4638.167969
	Iteration 31Q: 3 clusters Score -1291025 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -1291042.750000 Penalty: 4638.167969
	Iteration 32Q: 3 clusters Score -1291043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1291051.375000 Penalty: 4638.167969
	Iteration 33Q: 3 clusters Score -1291051 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -1291059.750000 Penalty: 4638.167969
	Iteration 34Q: 3 clusters Score -1291060 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 10517 members 
Entering Unmasked Estep 
Score: -1291071.250000 Penalty: 4638.167969
	Iteration 35Q: 3 clusters Score -1291071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -1291076.125000 Penalty: 4638.167969
	Iteration 36Q: 3 clusters Score -1291076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -1291083.500000 Penalty: 4638.167969
	Iteration 37Q: 3 clusters Score -1291084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -1291083.875000 Penalty: 4638.167969
	Iteration 38Q: 3 clusters Score -1291084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -1291088.250000 Penalty: 4638.167969
	Iteration 39Q: 3 clusters Score -1291088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -1291092.125000 Penalty: 4638.167969
	Iteration 40F: 3 clusters Score -1291092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1291091.875000 Penalty: 4638.167969
	Iteration 41Q: 3 clusters Score -1291092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1291094.625000 Penalty: 4638.167969
	Iteration 42Q: 3 clusters Score -1291095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -1291097.750000 Penalty: 4638.167969
	Iteration 43Q: 3 clusters Score -1291098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -1291094.625000 Penalty: 4638.167969
	Iteration 44Q: 3 clusters Score -1291095 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1291095.625000 Penalty: 4638.167969
	Iteration 45Q: 3 clusters Score -1291096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -1291095.625000 Penalty: 4638.167969
	Iteration 46F: 3 clusters Score -1291096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8124 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Entering Unmasked Estep 
Score: -904980.562500 Penalty: 2232.639404
	Iteration 0F: 2 clusters Score -904980.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -898437.187500 Penalty: 4465.278809
	Iteration 0F: 3 clusters Score -898437.2 nChanged 3369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -900565.750000 Penalty: 4465.278809
	Iteration 1F: 3 clusters Score -900565.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -901089.187500 Penalty: 4465.278809
	Iteration 2F: 3 clusters Score -901089.2 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -901515.500000 Penalty: 4465.278809
	Iteration 3F: 3 clusters Score -901515.5 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -901913.000000 Penalty: 4465.278809
	Iteration 4F: 3 clusters Score -901913 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -902296.187500 Penalty: 4465.278809
	Iteration 5F: 3 clusters Score -902296.2 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -902640.062500 Penalty: 4465.278809
	Iteration 6F: 3 clusters Score -902640.1 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -902953.500000 Penalty: 4465.278809
	Iteration 7F: 3 clusters Score -902953.5 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -903195.937500 Penalty: 4465.278809
	Iteration 8Q: 3 clusters Score -903195.9 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -903344.375000 Penalty: 4465.278809
	Iteration 9Q: 3 clusters Score -903344.4 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -903436.437500 Penalty: 4465.278809
	Iteration 10Q: 3 clusters Score -903436.4 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -903507.937500 Penalty: 4465.278809
	Iteration 11Q: 3 clusters Score -903507.9 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -903555.625000 Penalty: 4465.278809
	Iteration 12Q: 3 clusters Score -903555.6 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -903591.750000 Penalty: 4465.278809
	Iteration 13Q: 3 clusters Score -903591.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -903627.437500 Penalty: 4465.278809
	Iteration 14Q: 3 clusters Score -903627.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -903654.937500 Penalty: 4465.278809
	Iteration 15Q: 3 clusters Score -903654.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -903675.500000 Penalty: 4465.278809
	Iteration 16Q: 3 clusters Score -903675.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -903696.750000 Penalty: 4465.278809
	Iteration 17Q: 3 clusters Score -903696.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -903713.250000 Penalty: 4465.278809
	Iteration 18Q: 3 clusters Score -903713.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -903725.937500 Penalty: 4465.278809
	Iteration 19Q: 3 clusters Score -903725.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -903736.687500 Penalty: 4465.278809
	Iteration 20F: 3 clusters Score -903736.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -903744.625000 Penalty: 4465.278809
	Iteration 21Q: 3 clusters Score -903744.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -903753.062500 Penalty: 4465.278809
	Iteration 22Q: 3 clusters Score -903753.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -903760.937500 Penalty: 4465.278809
	Iteration 23Q: 3 clusters Score -903760.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -903766.875000 Penalty: 4465.278809
	Iteration 24Q: 3 clusters Score -903766.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -903771.750000 Penalty: 4465.278809
	Iteration 25Q: 3 clusters Score -903771.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -903777.750000 Penalty: 4465.278809
	Iteration 26Q: 3 clusters Score -903777.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -903783.687500 Penalty: 4465.278809
	Iteration 27Q: 3 clusters Score -903783.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6335 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -903789.250000 Penalty: 4465.278809
	Iteration 28Q: 3 clusters Score -903789.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -903789.625000 Penalty: 4465.278809
	Iteration 29Q: 3 clusters Score -903789.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -903788.437500 Penalty: 4465.278809
	Iteration 30Q: 3 clusters Score -903788.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -903789.812500 Penalty: 4465.278809
	Iteration 31Q: 3 clusters Score -903789.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -903791.500000 Penalty: 4465.278809
	Iteration 32Q: 3 clusters Score -903791.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6350 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -903790.625000 Penalty: 4465.278809
	Iteration 33Q: 3 clusters Score -903790.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6353 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -903792.187500 Penalty: 4465.278809
	Iteration 34Q: 3 clusters Score -903792.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -903792.375000 Penalty: 4465.278809
	Iteration 35Q: 3 clusters Score -903792.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -903792.875000 Penalty: 4465.278809
	Iteration 36Q: 3 clusters Score -903792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6357 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -903792.875000 Penalty: 4465.278809
	Iteration 37Q: 3 clusters Score -903792.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -903794.062500 Penalty: 4465.278809
	Iteration 38Q: 3 clusters Score -903794.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -903793.937500 Penalty: 4465.278809
	Iteration 39Q: 3 clusters Score -903793.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -903794.562500 Penalty: 4465.278809
	Iteration 40F: 3 clusters Score -903794.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -903795.062500 Penalty: 4465.278809
	Iteration 41Q: 3 clusters Score -903795.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -903796.625000 Penalty: 4465.278809
	Iteration 42Q: 3 clusters Score -903796.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -903794.937500 Penalty: 4465.278809
	Iteration 43Q: 3 clusters Score -903794.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -903796.312500 Penalty: 4465.278809
	Iteration 44Q: 3 clusters Score -903796.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -903799.375000 Penalty: 4465.278809
	Iteration 45Q: 3 clusters Score -903799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -903799.375000 Penalty: 4465.278809
	Iteration 46Q: 3 clusters Score -903799.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -903800.437500 Penalty: 4465.278809
	Iteration 47Q: 3 clusters Score -903800.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -903802.250000 Penalty: 4465.278809
	Iteration 48Q: 3 clusters Score -903802.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -903804.875000 Penalty: 4465.278809
	Iteration 49Q: 3 clusters Score -903804.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -903805.250000 Penalty: 4465.278809
	Iteration 50Q: 3 clusters Score -903805.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -903807.187500 Penalty: 4465.278809
	Iteration 51Q: 3 clusters Score -903807.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -903808.875000 Penalty: 4465.278809
	Iteration 52Q: 3 clusters Score -903808.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -903810.187500 Penalty: 4465.278809
	Iteration 53Q: 3 clusters Score -903810.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -903810.125000 Penalty: 4465.278809
	Iteration 54Q: 3 clusters Score -903810.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -903809.687500 Penalty: 4465.278809
	Iteration 55Q: 3 clusters Score -903809.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -903808.812500 Penalty: 4465.278809
	Iteration 56Q: 3 clusters Score -903808.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -903808.250000 Penalty: 4465.278809
	Iteration 57Q: 3 clusters Score -903808.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -903808.250000 Penalty: 4465.278809
	Iteration 58F: 3 clusters Score -903808.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Entering Unmasked Estep 
Score: -2193474.750000 Penalty: 2450.218018
	Iteration 0F: 2 clusters Score -2193475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -2179806.500000 Penalty: 4900.436035
	Iteration 0F: 3 clusters Score -2179806 nChanged 8463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 9111 members 
Entering Unmasked Estep 
Score: -2184545.250000 Penalty: 4900.436035
	Iteration 1F: 3 clusters Score -2184545 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2185220.000000 Penalty: 4900.436035
	Iteration 2F: 3 clusters Score -2185220 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -2185996.000000 Penalty: 4900.436035
	Iteration 3F: 3 clusters Score -2185996 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2186856.500000 Penalty: 4900.436035
	Iteration 4F: 3 clusters Score -2186856 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -2187743.250000 Penalty: 4900.436035
	Iteration 5F: 3 clusters Score -2187743 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13897 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -2188550.250000 Penalty: 4900.436035
	Iteration 6F: 3 clusters Score -2188550 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -2189247.500000 Penalty: 4900.436035
	Iteration 7Q: 3 clusters Score -2189248 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -2189842.500000 Penalty: 4900.436035
	Iteration 8Q: 3 clusters Score -2189842 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2190301.000000 Penalty: 4900.436035
	Iteration 9Q: 3 clusters Score -2190301 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -2190589.000000 Penalty: 4900.436035
	Iteration 10Q: 3 clusters Score -2190589 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2190774.500000 Penalty: 4900.436035
	Iteration 11Q: 3 clusters Score -2190774 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2190904.500000 Penalty: 4900.436035
	Iteration 12Q: 3 clusters Score -2190904 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -2190992.250000 Penalty: 4900.436035
	Iteration 13Q: 3 clusters Score -2190992 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -2191060.000000 Penalty: 4900.436035
	Iteration 14Q: 3 clusters Score -2191060 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -2191113.750000 Penalty: 4900.436035
	Iteration 15Q: 3 clusters Score -2191114 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17143 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2191172.000000 Penalty: 4900.436035
	Iteration 16Q: 3 clusters Score -2191172 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -2191213.000000 Penalty: 4900.436035
	Iteration 17Q: 3 clusters Score -2191213 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17323 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2191237.750000 Penalty: 4900.436035
	Iteration 18Q: 3 clusters Score -2191238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -2191266.000000 Penalty: 4900.436035
	Iteration 19Q: 3 clusters Score -2191266 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -2191284.750000 Penalty: 4900.436035
	Iteration 20F: 3 clusters Score -2191285 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2191303.500000 Penalty: 4900.436035
	Iteration 21Q: 3 clusters Score -2191304 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -2191319.500000 Penalty: 4900.436035
	Iteration 22Q: 3 clusters Score -2191320 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -2191336.250000 Penalty: 4900.436035
	Iteration 23Q: 3 clusters Score -2191336 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2191350.000000 Penalty: 4900.436035
	Iteration 24Q: 3 clusters Score -2191350 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -2191359.500000 Penalty: 4900.436035
	Iteration 25Q: 3 clusters Score -2191360 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2191373.500000 Penalty: 4900.436035
	Iteration 26Q: 3 clusters Score -2191374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2191388.750000 Penalty: 4900.436035
	Iteration 27Q: 3 clusters Score -2191389 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2191392.250000 Penalty: 4900.436035
	Iteration 28Q: 3 clusters Score -2191392 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17812 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2191403.500000 Penalty: 4900.436035
	Iteration 29Q: 3 clusters Score -2191404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2191407.750000 Penalty: 4900.436035
	Iteration 30Q: 3 clusters Score -2191408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -2191416.000000 Penalty: 4900.436035
	Iteration 31Q: 3 clusters Score -2191416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2191419.500000 Penalty: 4900.436035
	Iteration 32Q: 3 clusters Score -2191420 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -2191434.000000 Penalty: 4900.436035
	Iteration 33Q: 3 clusters Score -2191434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -2191436.750000 Penalty: 4900.436035
	Iteration 34Q: 3 clusters Score -2191437 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2191441.000000 Penalty: 4900.436035
	Iteration 35Q: 3 clusters Score -2191441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -2191447.000000 Penalty: 4900.436035
	Iteration 36Q: 3 clusters Score -2191447 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -2191453.000000 Penalty: 4900.436035
	Iteration 37Q: 3 clusters Score -2191453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17993 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2191453.250000 Penalty: 4900.436035
	Iteration 38Q: 3 clusters Score -2191453 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2191458.000000 Penalty: 4900.436035
	Iteration 39Q: 3 clusters Score -2191458 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -2191463.000000 Penalty: 4900.436035
	Iteration 40F: 3 clusters Score -2191463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18034 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -2191466.000000 Penalty: 4900.436035
	Iteration 41Q: 3 clusters Score -2191466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2191470.000000 Penalty: 4900.436035
	Iteration 42Q: 3 clusters Score -2191470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -2191474.250000 Penalty: 4900.436035
	Iteration 43Q: 3 clusters Score -2191474 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2191476.250000 Penalty: 4900.436035
	Iteration 44Q: 3 clusters Score -2191476 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2191478.250000 Penalty: 4900.436035
	Iteration 45Q: 3 clusters Score -2191478 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2191483.250000 Penalty: 4900.436035
	Iteration 46Q: 3 clusters Score -2191483 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2191494.500000 Penalty: 4900.436035
	Iteration 47Q: 3 clusters Score -2191494 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2191500.000000 Penalty: 4900.436035
	Iteration 48Q: 3 clusters Score -2191500 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18165 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2191510.000000 Penalty: 4900.436035
	Iteration 49Q: 3 clusters Score -2191510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18182 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2191513.250000 Penalty: 4900.436035
	Iteration 50Q: 3 clusters Score -2191513 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2191521.000000 Penalty: 4900.436035
	Iteration 51Q: 3 clusters Score -2191521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2191525.750000 Penalty: 4900.436035
	Iteration 52Q: 3 clusters Score -2191526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -2191532.750000 Penalty: 4900.436035
	Iteration 53Q: 3 clusters Score -2191533 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18241 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2191535.000000 Penalty: 4900.436035
	Iteration 54Q: 3 clusters Score -2191535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -2191541.000000 Penalty: 4900.436035
	Iteration 55Q: 3 clusters Score -2191541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2191546.250000 Penalty: 4900.436035
	Iteration 56Q: 3 clusters Score -2191546 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -2191552.500000 Penalty: 4900.436035
	Iteration 57Q: 3 clusters Score -2191552 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2191560.000000 Penalty: 4900.436035
	Iteration 58Q: 3 clusters Score -2191560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18308 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -2191560.250000 Penalty: 4900.436035
	Iteration 59Q: 3 clusters Score -2191560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -2191563.500000 Penalty: 4900.436035
	Iteration 60F: 3 clusters Score -2191564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2191571.000000 Penalty: 4900.436035
	Iteration 61Q: 3 clusters Score -2191571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18343 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2191577.500000 Penalty: 4900.436035
	Iteration 62Q: 3 clusters Score -2191578 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2191580.500000 Penalty: 4900.436035
	Iteration 63Q: 3 clusters Score -2191580 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18363 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -2191586.000000 Penalty: 4900.436035
	Iteration 64Q: 3 clusters Score -2191586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18368 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2191584.750000 Penalty: 4900.436035
	Iteration 65Q: 3 clusters Score -2191585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -2191588.750000 Penalty: 4900.436035
	Iteration 66Q: 3 clusters Score -2191589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2191589.500000 Penalty: 4900.436035
	Iteration 67Q: 3 clusters Score -2191590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2191591.250000 Penalty: 4900.436035
	Iteration 68Q: 3 clusters Score -2191591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18384 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2191590.750000 Penalty: 4900.436035
	Iteration 69Q: 3 clusters Score -2191591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2191592.750000 Penalty: 4900.436035
	Iteration 70Q: 3 clusters Score -2191593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2191592.500000 Penalty: 4900.436035
	Iteration 71Q: 3 clusters Score -2191592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2191593.250000 Penalty: 4900.436035
	Iteration 72Q: 3 clusters Score -2191593 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18397 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2191593.500000 Penalty: 4900.436035
	Iteration 73Q: 3 clusters Score -2191594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2191594.250000 Penalty: 4900.436035
	Iteration 74Q: 3 clusters Score -2191594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -2191594.250000 Penalty: 4900.436035
	Iteration 75F: 3 clusters Score -2191594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (161466 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161466 members 
Entering Unmasked Estep 
Score: -18972236.000000 Penalty: 2974.028320
	Iteration 0F: 2 clusters Score -1.897224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80606 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -18865450.000000 Penalty: 5948.056641
	Iteration 0F: 3 clusters Score -1.886545e+07 nChanged 77460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77930 members 
Mstep: Class 2 contains 83536 members 
Entering Unmasked Estep 
Score: -18910752.000000 Penalty: 5948.056641
	Iteration 1F: 3 clusters Score -1.891075e+07 nChanged 4870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76140 members 
Mstep: Class 2 contains 85326 members 
Entering Unmasked Estep 
Score: -18911830.000000 Penalty: 5948.056641
	Iteration 2Q: 3 clusters Score -1.891183e+07 nChanged 5147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73395 members 
Mstep: Class 2 contains 88071 members 
Entering Unmasked Estep 
Score: -18913036.000000 Penalty: 5948.056641
	Iteration 3Q: 3 clusters Score -1.891304e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69238 members 
Mstep: Class 2 contains 92228 members 
Entering Unmasked Estep 
Score: -18915006.000000 Penalty: 5948.056641
	Iteration 4Q: 3 clusters Score -1.891501e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63169 members 
Mstep: Class 2 contains 98297 members 
Entering Unmasked Estep 
Score: -18917840.000000 Penalty: 5948.056641
	Iteration 5Q: 3 clusters Score -1.891784e+07 nChanged 9470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 107101 members 
Entering Unmasked Estep 
Score: -18923280.000000 Penalty: 5948.056641
	Iteration 6F: 3 clusters Score -1.892328e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42780 members 
Mstep: Class 2 contains 118686 members 
Entering Unmasked Estep 
Score: -18932364.000000 Penalty: 5948.056641
	Iteration 7F: 3 clusters Score -1.893236e+07 nChanged 13444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 132046 members 
Entering Unmasked Estep 
Score: -18944112.000000 Penalty: 5948.056641
	Iteration 8F: 3 clusters Score -1.894411e+07 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 144328 members 
Entering Unmasked Estep 
Score: -18955834.000000 Penalty: 5948.056641
	Iteration 9F: 3 clusters Score -1.895583e+07 nChanged 8693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 153011 members 
Entering Unmasked Estep 
Score: -18963734.000000 Penalty: 5948.056641
	Iteration 10F: 3 clusters Score -1.896373e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 157933 members 
Entering Unmasked Estep 
Score: -18967624.000000 Penalty: 5948.056641
	Iteration 11Q: 3 clusters Score -1.896762e+07 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 160045 members 
Entering Unmasked Estep 
Score: -18968836.000000 Penalty: 5948.056641
	Iteration 12Q: 3 clusters Score -1.896884e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 160778 members 
Entering Unmasked Estep 
Score: -18969258.000000 Penalty: 5948.056641
	Iteration 13Q: 3 clusters Score -1.896926e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 161028 members 
Entering Unmasked Estep 
Score: -18969446.000000 Penalty: 5948.056641
	Iteration 14Q: 3 clusters Score -1.896945e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 161128 members 
Entering Unmasked Estep 
Score: -18969540.000000 Penalty: 5948.056641
	Iteration 15Q: 3 clusters Score -1.896954e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 161159 members 
Entering Unmasked Estep 
Score: -18969610.000000 Penalty: 5948.056641
	Iteration 16Q: 3 clusters Score -1.896961e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 161177 members 
Entering Unmasked Estep 
Score: -18969632.000000 Penalty: 5948.056641
	Iteration 17Q: 3 clusters Score -1.896963e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 161186 members 
Entering Unmasked Estep 
Score: -18969668.000000 Penalty: 5948.056641
	Iteration 18Q: 3 clusters Score -1.896967e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 161193 members 
Entering Unmasked Estep 
Score: -18969682.000000 Penalty: 5948.056641
	Iteration 19Q: 3 clusters Score -1.896968e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 161199 members 
Entering Unmasked Estep 
Score: -18969696.000000 Penalty: 5948.056641
	Iteration 20F: 3 clusters Score -1.89697e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 161200 members 
Entering Unmasked Estep 
Score: -18969682.000000 Penalty: 5948.056641
	Iteration 21Q: 3 clusters Score -1.896968e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 161202 members 
Entering Unmasked Estep 
Score: -18969694.000000 Penalty: 5948.056641
	Iteration 22Q: 3 clusters Score -1.896969e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 161202 members 
Entering Unmasked Estep 
Score: -18969694.000000 Penalty: 5948.056641
	Iteration 23Q: 3 clusters Score -1.896969e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161203 members 
Entering Unmasked Estep 
Score: -18969696.000000 Penalty: 5948.056641
	Iteration 24Q: 3 clusters Score -1.89697e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 161203 members 
Entering Unmasked Estep 
Score: -18969696.000000 Penalty: 5948.056641
	Iteration 25F: 3 clusters Score -1.89697e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (16111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Entering Unmasked Estep 
Score: -1813180.625000 Penalty: 2402.439941
	Iteration 0F: 2 clusters Score -1813181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1801634.625000 Penalty: 4804.879883
	Iteration 0F: 3 clusters Score -1801635 nChanged 6972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7796 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -1805300.375000 Penalty: 4804.879883
	Iteration 1F: 3 clusters Score -1805300 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7736 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -1805632.875000 Penalty: 4804.879883
	Iteration 2F: 3 clusters Score -1805633 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -1805903.000000 Penalty: 4804.879883
	Iteration 3Q: 3 clusters Score -1805903 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1806128.500000 Penalty: 4804.879883
	Iteration 4Q: 3 clusters Score -1806128 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -1806366.750000 Penalty: 4804.879883
	Iteration 5Q: 3 clusters Score -1806367 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -1806618.250000 Penalty: 4804.879883
	Iteration 6Q: 3 clusters Score -1806618 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -1806851.375000 Penalty: 4804.879883
	Iteration 7Q: 3 clusters Score -1806851 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7626 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1807073.875000 Penalty: 4804.879883
	Iteration 8Q: 3 clusters Score -1807074 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 8506 members 
Entering Unmasked Estep 
Score: -1807314.500000 Penalty: 4804.879883
	Iteration 9Q: 3 clusters Score -1807314 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1807555.375000 Penalty: 4804.879883
	Iteration 10Q: 3 clusters Score -1807555 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 8660 members 
Entering Unmasked Estep 
Score: -1807771.500000 Penalty: 4804.879883
	Iteration 11Q: 3 clusters Score -1807772 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1807971.750000 Penalty: 4804.879883
	Iteration 12Q: 3 clusters Score -1807972 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1808170.500000 Penalty: 4804.879883
	Iteration 13Q: 3 clusters Score -1808170 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 9210 members 
Entering Unmasked Estep 
Score: -1808346.500000 Penalty: 4804.879883
	Iteration 14Q: 3 clusters Score -1808346 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1808492.125000 Penalty: 4804.879883
	Iteration 15Q: 3 clusters Score -1808492 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1808602.250000 Penalty: 4804.879883
	Iteration 16Q: 3 clusters Score -1808602 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6183 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -1808729.625000 Penalty: 4804.879883
	Iteration 17Q: 3 clusters Score -1808730 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1808863.875000 Penalty: 4804.879883
	Iteration 18Q: 3 clusters Score -1808864 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -1809010.125000 Penalty: 4804.879883
	Iteration 19Q: 3 clusters Score -1809010 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1809141.125000 Penalty: 4804.879883
	Iteration 20F: 3 clusters Score -1809141 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 11022 members 
Entering Unmasked Estep 
Score: -1809254.625000 Penalty: 4804.879883
	Iteration 21Q: 3 clusters Score -1809255 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -1809364.250000 Penalty: 4804.879883
	Iteration 22Q: 3 clusters Score -1809364 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -1809461.125000 Penalty: 4804.879883
	Iteration 23Q: 3 clusters Score -1809461 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -1809576.125000 Penalty: 4804.879883
	Iteration 24Q: 3 clusters Score -1809576 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1809693.000000 Penalty: 4804.879883
	Iteration 25Q: 3 clusters Score -1809693 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -1809795.625000 Penalty: 4804.879883
	Iteration 26Q: 3 clusters Score -1809796 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -1809912.500000 Penalty: 4804.879883
	Iteration 27Q: 3 clusters Score -1809912 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1810006.500000 Penalty: 4804.879883
	Iteration 28Q: 3 clusters Score -1810006 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 12970 members 
Entering Unmasked Estep 
Score: -1810092.375000 Penalty: 4804.879883
	Iteration 29Q: 3 clusters Score -1810092 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -1810183.875000 Penalty: 4804.879883
	Iteration 30Q: 3 clusters Score -1810184 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -1810256.000000 Penalty: 4804.879883
	Iteration 31Q: 3 clusters Score -1810256 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -1810324.125000 Penalty: 4804.879883
	Iteration 32Q: 3 clusters Score -1810324 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1810392.000000 Penalty: 4804.879883
	Iteration 33Q: 3 clusters Score -1810392 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -1810455.125000 Penalty: 4804.879883
	Iteration 34Q: 3 clusters Score -1810455 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1810508.750000 Penalty: 4804.879883
	Iteration 35Q: 3 clusters Score -1810509 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -1810566.750000 Penalty: 4804.879883
	Iteration 36Q: 3 clusters Score -1810567 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 14249 members 
Entering Unmasked Estep 
Score: -1810622.250000 Penalty: 4804.879883
	Iteration 37Q: 3 clusters Score -1810622 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -1810693.250000 Penalty: 4804.879883
	Iteration 38Q: 3 clusters Score -1810693 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1810749.375000 Penalty: 4804.879883
	Iteration 39Q: 3 clusters Score -1810749 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1810788.250000 Penalty: 4804.879883
	Iteration 40F: 3 clusters Score -1810788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -1810822.625000 Penalty: 4804.879883
	Iteration 41Q: 3 clusters Score -1810823 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -1810858.750000 Penalty: 4804.879883
	Iteration 42Q: 3 clusters Score -1810859 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -1810906.250000 Penalty: 4804.879883
	Iteration 43Q: 3 clusters Score -1810906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 14877 members 
Entering Unmasked Estep 
Score: -1810943.625000 Penalty: 4804.879883
	Iteration 44Q: 3 clusters Score -1810944 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1810975.000000 Penalty: 4804.879883
	Iteration 45Q: 3 clusters Score -1810975 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -1810998.625000 Penalty: 4804.879883
	Iteration 46Q: 3 clusters Score -1810999 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 15025 members 
Entering Unmasked Estep 
Score: -1811015.375000 Penalty: 4804.879883
	Iteration 47Q: 3 clusters Score -1811015 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 15056 members 
Entering Unmasked Estep 
Score: -1811032.250000 Penalty: 4804.879883
	Iteration 48Q: 3 clusters Score -1811032 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 15084 members 
Entering Unmasked Estep 
Score: -1811044.500000 Penalty: 4804.879883
	Iteration 49Q: 3 clusters Score -1811044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -1811060.250000 Penalty: 4804.879883
	Iteration 50Q: 3 clusters Score -1811060 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1811072.000000 Penalty: 4804.879883
	Iteration 51Q: 3 clusters Score -1811072 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 15166 members 
Entering Unmasked Estep 
Score: -1811078.250000 Penalty: 4804.879883
	Iteration 52Q: 3 clusters Score -1811078 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 15183 members 
Entering Unmasked Estep 
Score: -1811087.375000 Penalty: 4804.879883
	Iteration 53Q: 3 clusters Score -1811087 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -1811096.625000 Penalty: 4804.879883
	Iteration 54Q: 3 clusters Score -1811097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 15212 members 
Entering Unmasked Estep 
Score: -1811103.750000 Penalty: 4804.879883
	Iteration 55Q: 3 clusters Score -1811104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 15221 members 
Entering Unmasked Estep 
Score: -1811109.875000 Penalty: 4804.879883
	Iteration 56Q: 3 clusters Score -1811110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -1811113.750000 Penalty: 4804.879883
	Iteration 57Q: 3 clusters Score -1811114 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -1811120.875000 Penalty: 4804.879883
	Iteration 58Q: 3 clusters Score -1811121 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -1811131.625000 Penalty: 4804.879883
	Iteration 59Q: 3 clusters Score -1811132 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
Score: -1811140.875000 Penalty: 4804.879883
	Iteration 60F: 3 clusters Score -1811141 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -1811150.625000 Penalty: 4804.879883
	Iteration 61Q: 3 clusters Score -1811151 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -1811157.750000 Penalty: 4804.879883
	Iteration 62Q: 3 clusters Score -1811158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 15294 members 
Entering Unmasked Estep 
Score: -1811161.875000 Penalty: 4804.879883
	Iteration 63Q: 3 clusters Score -1811162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15303 members 
Entering Unmasked Estep 
Score: -1811166.750000 Penalty: 4804.879883
	Iteration 64Q: 3 clusters Score -1811167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -1811174.000000 Penalty: 4804.879883
	Iteration 65Q: 3 clusters Score -1811174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 15320 members 
Entering Unmasked Estep 
Score: -1811176.500000 Penalty: 4804.879883
	Iteration 66Q: 3 clusters Score -1811176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -1811174.250000 Penalty: 4804.879883
	Iteration 67Q: 3 clusters Score -1811174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -1811178.750000 Penalty: 4804.879883
	Iteration 68Q: 3 clusters Score -1811179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -1811178.250000 Penalty: 4804.879883
	Iteration 69Q: 3 clusters Score -1811178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -1811180.875000 Penalty: 4804.879883
	Iteration 70Q: 3 clusters Score -1811181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -1811182.250000 Penalty: 4804.879883
	Iteration 71Q: 3 clusters Score -1811182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -1811185.625000 Penalty: 4804.879883
	Iteration 72Q: 3 clusters Score -1811186 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 15345 members 
Entering Unmasked Estep 
Score: -1811186.875000 Penalty: 4804.879883
	Iteration 73Q: 3 clusters Score -1811187 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 15347 members 
Entering Unmasked Estep 
Score: -1811186.625000 Penalty: 4804.879883
	Iteration 74Q: 3 clusters Score -1811187 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 15348 members 
Entering Unmasked Estep 
Score: -1811188.250000 Penalty: 4804.879883
	Iteration 75Q: 3 clusters Score -1811188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1811190.750000 Penalty: 4804.879883
	Iteration 76Q: 3 clusters Score -1811191 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 15349 members 
Entering Unmasked Estep 
Score: -1811190.750000 Penalty: 4804.879883
	Iteration 77F: 3 clusters Score -1811191 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Entering Unmasked Estep 
Score: -2183454.500000 Penalty: 2448.434326
	Iteration 0F: 2 clusters Score -2183454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2169814.000000 Penalty: 4896.868652
	Iteration 0F: 3 clusters Score -2169814 nChanged 8476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -2174308.500000 Penalty: 4896.868652
	Iteration 1F: 3 clusters Score -2174308 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -2174729.250000 Penalty: 4896.868652
	Iteration 2F: 3 clusters Score -2174729 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11065 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -2175145.250000 Penalty: 4896.868652
	Iteration 3Q: 3 clusters Score -2175145 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11672 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2175597.250000 Penalty: 4896.868652
	Iteration 4Q: 3 clusters Score -2175597 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -2176164.500000 Penalty: 4896.868652
	Iteration 5F: 3 clusters Score -2176164 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -2176826.500000 Penalty: 4896.868652
	Iteration 6F: 3 clusters Score -2176826 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -2177648.750000 Penalty: 4896.868652
	Iteration 7F: 3 clusters Score -2177649 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -2178573.250000 Penalty: 4896.868652
	Iteration 8F: 3 clusters Score -2178573 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16422 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2179454.250000 Penalty: 4896.868652
	Iteration 9F: 3 clusters Score -2179454 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -2180093.250000 Penalty: 4896.868652
	Iteration 10Q: 3 clusters Score -2180093 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17620 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2180500.750000 Penalty: 4896.868652
	Iteration 11Q: 3 clusters Score -2180501 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2180757.750000 Penalty: 4896.868652
	Iteration 12Q: 3 clusters Score -2180758 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2180948.250000 Penalty: 4896.868652
	Iteration 13Q: 3 clusters Score -2180948 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2181090.500000 Penalty: 4896.868652
	Iteration 14Q: 3 clusters Score -2181090 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2181171.500000 Penalty: 4896.868652
	Iteration 15Q: 3 clusters Score -2181172 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2181228.750000 Penalty: 4896.868652
	Iteration 16Q: 3 clusters Score -2181229 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -2181286.750000 Penalty: 4896.868652
	Iteration 17Q: 3 clusters Score -2181287 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2181323.750000 Penalty: 4896.868652
	Iteration 18Q: 3 clusters Score -2181324 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18637 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2181353.500000 Penalty: 4896.868652
	Iteration 19Q: 3 clusters Score -2181354 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -2181376.750000 Penalty: 4896.868652
	Iteration 20F: 3 clusters Score -2181377 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -2181400.000000 Penalty: 4896.868652
	Iteration 21Q: 3 clusters Score -2181400 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -2181419.000000 Penalty: 4896.868652
	Iteration 22Q: 3 clusters Score -2181419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2181430.250000 Penalty: 4896.868652
	Iteration 23Q: 3 clusters Score -2181430 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -2181433.000000 Penalty: 4896.868652
	Iteration 24Q: 3 clusters Score -2181433 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -2181442.000000 Penalty: 4896.868652
	Iteration 25Q: 3 clusters Score -2181442 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18756 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -2181445.500000 Penalty: 4896.868652
	Iteration 26Q: 3 clusters Score -2181446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18759 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -2181447.000000 Penalty: 4896.868652
	Iteration 27Q: 3 clusters Score -2181447 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -2181451.250000 Penalty: 4896.868652
	Iteration 28Q: 3 clusters Score -2181451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -2181449.000000 Penalty: 4896.868652
	Iteration 29Q: 3 clusters Score -2181449 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18768 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -2181451.250000 Penalty: 4896.868652
	Iteration 30Q: 3 clusters Score -2181451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -2181453.750000 Penalty: 4896.868652
	Iteration 31Q: 3 clusters Score -2181454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2181452.250000 Penalty: 4896.868652
	Iteration 32Q: 3 clusters Score -2181452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2181453.000000 Penalty: 4896.868652
	Iteration 33Q: 3 clusters Score -2181453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -2181453.000000 Penalty: 4896.868652
	Iteration 34F: 3 clusters Score -2181453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (184328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184328 members 
Entering Unmasked Estep 
Score: -21730476.000000 Penalty: 3006.868896
	Iteration 0F: 2 clusters Score -2.173048e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92006 members 
Mstep: Class 2 contains 92322 members 
Entering Unmasked Estep 
Score: -21608512.000000 Penalty: 6013.737793
	Iteration 0F: 3 clusters Score -2.160851e+07 nChanged 88460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90588 members 
Mstep: Class 2 contains 93740 members 
Entering Unmasked Estep 
Score: -21660714.000000 Penalty: 6013.737793
	Iteration 1F: 3 clusters Score -2.166071e+07 nChanged 5931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89533 members 
Mstep: Class 2 contains 94795 members 
Entering Unmasked Estep 
Score: -21662050.000000 Penalty: 6013.737793
	Iteration 2Q: 3 clusters Score -2.166205e+07 nChanged 6246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88071 members 
Mstep: Class 2 contains 96257 members 
Entering Unmasked Estep 
Score: -21664186.000000 Penalty: 6013.737793
	Iteration 3Q: 3 clusters Score -2.166419e+07 nChanged 6991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85980 members 
Mstep: Class 2 contains 98348 members 
Entering Unmasked Estep 
Score: -21666350.000000 Penalty: 6013.737793
	Iteration 4Q: 3 clusters Score -2.166635e+07 nChanged 8012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 101266 members 
Entering Unmasked Estep 
Score: -21670172.000000 Penalty: 6013.737793
	Iteration 5Q: 3 clusters Score -2.167017e+07 nChanged 9070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79192 members 
Mstep: Class 2 contains 105136 members 
Entering Unmasked Estep 
Score: -21674828.000000 Penalty: 6013.737793
	Iteration 6Q: 3 clusters Score -2.167483e+07 nChanged 10081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74575 members 
Mstep: Class 2 contains 109753 members 
Entering Unmasked Estep 
Score: -21680794.000000 Penalty: 6013.737793
	Iteration 7F: 3 clusters Score -2.168079e+07 nChanged 10784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69761 members 
Mstep: Class 2 contains 114567 members 
Entering Unmasked Estep 
Score: -21687948.000000 Penalty: 6013.737793
	Iteration 8F: 3 clusters Score -2.168795e+07 nChanged 10927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65380 members 
Mstep: Class 2 contains 118948 members 
Entering Unmasked Estep 
Score: -21695776.000000 Penalty: 6013.737793
	Iteration 9F: 3 clusters Score -2.169578e+07 nChanged 10092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62054 members 
Mstep: Class 2 contains 122274 members 
Entering Unmasked Estep 
Score: -21702020.000000 Penalty: 6013.737793
	Iteration 10F: 3 clusters Score -2.170202e+07 nChanged 7868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59602 members 
Mstep: Class 2 contains 124726 members 
Entering Unmasked Estep 
Score: -21705684.000000 Penalty: 6013.737793
	Iteration 11Q: 3 clusters Score -2.170568e+07 nChanged 5284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 126938 members 
Entering Unmasked Estep 
Score: -21707274.000000 Penalty: 6013.737793
	Iteration 12Q: 3 clusters Score -2.170727e+07 nChanged 3520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55072 members 
Mstep: Class 2 contains 129256 members 
Entering Unmasked Estep 
Score: -21708182.000000 Penalty: 6013.737793
	Iteration 13Q: 3 clusters Score -2.170818e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 131604 members 
Entering Unmasked Estep 
Score: -21708782.000000 Penalty: 6013.737793
	Iteration 14Q: 3 clusters Score -2.170878e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50378 members 
Mstep: Class 2 contains 133950 members 
Entering Unmasked Estep 
Score: -21709324.000000 Penalty: 6013.737793
	Iteration 15Q: 3 clusters Score -2.170932e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47959 members 
Mstep: Class 2 contains 136369 members 
Entering Unmasked Estep 
Score: -21709992.000000 Penalty: 6013.737793
	Iteration 16Q: 3 clusters Score -2.170999e+07 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 138850 members 
Entering Unmasked Estep 
Score: -21710632.000000 Penalty: 6013.737793
	Iteration 17Q: 3 clusters Score -2.171063e+07 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43018 members 
Mstep: Class 2 contains 141310 members 
Entering Unmasked Estep 
Score: -21711246.000000 Penalty: 6013.737793
	Iteration 18Q: 3 clusters Score -2.171125e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40472 members 
Mstep: Class 2 contains 143856 members 
Entering Unmasked Estep 
Score: -21711894.000000 Penalty: 6013.737793
	Iteration 19Q: 3 clusters Score -2.171189e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37832 members 
Mstep: Class 2 contains 146496 members 
Entering Unmasked Estep 
Score: -21712640.000000 Penalty: 6013.737793
	Iteration 20F: 3 clusters Score -2.171264e+07 nChanged 2812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35020 members 
Mstep: Class 2 contains 149308 members 
Entering Unmasked Estep 
Score: -21713618.000000 Penalty: 6013.737793
	Iteration 21Q: 3 clusters Score -2.171362e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 152268 members 
Entering Unmasked Estep 
Score: -21714314.000000 Penalty: 6013.737793
	Iteration 22Q: 3 clusters Score -2.171431e+07 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 155306 members 
Entering Unmasked Estep 
Score: -21715406.000000 Penalty: 6013.737793
	Iteration 23Q: 3 clusters Score -2.171541e+07 nChanged 3088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 158394 members 
Entering Unmasked Estep 
Score: -21716476.000000 Penalty: 6013.737793
	Iteration 24Q: 3 clusters Score -2.171648e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 161428 members 
Entering Unmasked Estep 
Score: -21717640.000000 Penalty: 6013.737793
	Iteration 25Q: 3 clusters Score -2.171764e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 164374 members 
Entering Unmasked Estep 
Score: -21718798.000000 Penalty: 6013.737793
	Iteration 26Q: 3 clusters Score -2.17188e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 167284 members 
Entering Unmasked Estep 
Score: -21720020.000000 Penalty: 6013.737793
	Iteration 27Q: 3 clusters Score -2.172002e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 170002 members 
Entering Unmasked Estep 
Score: -21721178.000000 Penalty: 6013.737793
	Iteration 28Q: 3 clusters Score -2.172118e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11804 members 
Mstep: Class 2 contains 172524 members 
Entering Unmasked Estep 
Score: -21722364.000000 Penalty: 6013.737793
	Iteration 29Q: 3 clusters Score -2.172236e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 174764 members 
Entering Unmasked Estep 
Score: -21723358.000000 Penalty: 6013.737793
	Iteration 30Q: 3 clusters Score -2.172336e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 176691 members 
Entering Unmasked Estep 
Score: -21724332.000000 Penalty: 6013.737793
	Iteration 31Q: 3 clusters Score -2.172433e+07 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 178313 members 
Entering Unmasked Estep 
Score: -21725186.000000 Penalty: 6013.737793
	Iteration 32Q: 3 clusters Score -2.172519e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 179666 members 
Entering Unmasked Estep 
Score: -21725888.000000 Penalty: 6013.737793
	Iteration 33Q: 3 clusters Score -2.172589e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 180743 members 
Entering Unmasked Estep 
Score: -21726424.000000 Penalty: 6013.737793
	Iteration 34Q: 3 clusters Score -2.172642e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 181574 members 
Entering Unmasked Estep 
Score: -21726862.000000 Penalty: 6013.737793
	Iteration 35Q: 3 clusters Score -2.172686e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 182156 members 
Entering Unmasked Estep 
Score: -21727116.000000 Penalty: 6013.737793
	Iteration 36Q: 3 clusters Score -2.172712e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 182561 members 
Entering Unmasked Estep 
Score: -21727360.000000 Penalty: 6013.737793
	Iteration 37Q: 3 clusters Score -2.172736e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 182838 members 
Entering Unmasked Estep 
Score: -21727478.000000 Penalty: 6013.737793
	Iteration 38Q: 3 clusters Score -2.172748e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 183035 members 
Entering Unmasked Estep 
Score: -21727584.000000 Penalty: 6013.737793
	Iteration 39Q: 3 clusters Score -2.172758e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 183174 members 
Entering Unmasked Estep 
Score: -21727678.000000 Penalty: 6013.737793
	Iteration 40F: 3 clusters Score -2.172768e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 183285 members 
Entering Unmasked Estep 
Score: -21727734.000000 Penalty: 6013.737793
	Iteration 41Q: 3 clusters Score -2.172773e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 183357 members 
Entering Unmasked Estep 
Score: -21727816.000000 Penalty: 6013.737793
	Iteration 42Q: 3 clusters Score -2.172782e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 183417 members 
Entering Unmasked Estep 
Score: -21727858.000000 Penalty: 6013.737793
	Iteration 43Q: 3 clusters Score -2.172786e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 183472 members 
Entering Unmasked Estep 
Score: -21727862.000000 Penalty: 6013.737793
	Iteration 44Q: 3 clusters Score -2.172786e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 183520 members 
Entering Unmasked Estep 
Score: -21727940.000000 Penalty: 6013.737793
	Iteration 45Q: 3 clusters Score -2.172794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 183561 members 
Entering Unmasked Estep 
Score: -21727934.000000 Penalty: 6013.737793
	Iteration 46Q: 3 clusters Score -2.172793e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 183594 members 
Entering Unmasked Estep 
Score: -21727964.000000 Penalty: 6013.737793
	Iteration 47Q: 3 clusters Score -2.172796e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 183615 members 
Entering Unmasked Estep 
Score: -21727970.000000 Penalty: 6013.737793
	Iteration 48Q: 3 clusters Score -2.172797e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 183634 members 
Entering Unmasked Estep 
Score: -21727974.000000 Penalty: 6013.737793
	Iteration 49Q: 3 clusters Score -2.172797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 183645 members 
Entering Unmasked Estep 
Score: -21727996.000000 Penalty: 6013.737793
	Iteration 50Q: 3 clusters Score -2.1728e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 183651 members 
Entering Unmasked Estep 
Score: -21728030.000000 Penalty: 6013.737793
	Iteration 51Q: 3 clusters Score -2.172803e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 183656 members 
Entering Unmasked Estep 
Score: -21728036.000000 Penalty: 6013.737793
	Iteration 52Q: 3 clusters Score -2.172804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 183660 members 
Entering Unmasked Estep 
Score: -21728044.000000 Penalty: 6013.737793
	Iteration 53Q: 3 clusters Score -2.172804e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 183668 members 
Entering Unmasked Estep 
Score: -21728030.000000 Penalty: 6013.737793
	Iteration 54Q: 3 clusters Score -2.172803e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 183674 members 
Entering Unmasked Estep 
Score: -21728044.000000 Penalty: 6013.737793
	Iteration 55Q: 3 clusters Score -2.172804e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 183676 members 
Entering Unmasked Estep 
Score: -21728044.000000 Penalty: 6013.737793
	Iteration 56Q: 3 clusters Score -2.172804e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 183678 members 
Entering Unmasked Estep 
Score: -21728048.000000 Penalty: 6013.737793
	Iteration 57Q: 3 clusters Score -2.172805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 183682 members 
Entering Unmasked Estep 
Score: -21728056.000000 Penalty: 6013.737793
	Iteration 58Q: 3 clusters Score -2.172806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 183684 members 
Entering Unmasked Estep 
Score: -21728068.000000 Penalty: 6013.737793
	Iteration 59Q: 3 clusters Score -2.172807e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 183682 members 
Entering Unmasked Estep 
Score: -21728054.000000 Penalty: 6013.737793
	Iteration 60F: 3 clusters Score -2.172805e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 183683 members 
Entering Unmasked Estep 
Score: -21728046.000000 Penalty: 6013.737793
	Iteration 61Q: 3 clusters Score -2.172805e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 183682 members 
Entering Unmasked Estep 
Score: -21728056.000000 Penalty: 6013.737793
	Iteration 62Q: 3 clusters Score -2.172806e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 183684 members 
Entering Unmasked Estep 
Score: -21728062.000000 Penalty: 6013.737793
	Iteration 63Q: 3 clusters Score -2.172806e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 183688 members 
Entering Unmasked Estep 
Score: -21728060.000000 Penalty: 6013.737793
	Iteration 64Q: 3 clusters Score -2.172806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 183689 members 
Entering Unmasked Estep 
Score: -21728066.000000 Penalty: 6013.737793
	Iteration 65Q: 3 clusters Score -2.172807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 183690 members 
Entering Unmasked Estep 
Score: -21728064.000000 Penalty: 6013.737793
	Iteration 66Q: 3 clusters Score -2.172806e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 183691 members 
Entering Unmasked Estep 
Score: -21728064.000000 Penalty: 6013.737793
	Iteration 67Q: 3 clusters Score -2.172806e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 183691 members 
Entering Unmasked Estep 
Score: -21728064.000000 Penalty: 6013.737793
	Iteration 68F: 3 clusters Score -2.172806e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Entering Unmasked Estep 
Score: -247287.656250 Penalty: 1899.357422
	Iteration 0F: 2 clusters Score -247287.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -244569.468750 Penalty: 3798.714844
	Iteration 0F: 3 clusters Score -244569.5 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -245040.734375 Penalty: 3798.714844
	Iteration 1F: 3 clusters Score -245040.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -245163.187500 Penalty: 3798.714844
	Iteration 2F: 3 clusters Score -245163.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -245222.140625 Penalty: 3798.714844
	Iteration 3Q: 3 clusters Score -245222.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -245253.062500 Penalty: 3798.714844
	Iteration 4Q: 3 clusters Score -245253.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -245271.156250 Penalty: 3798.714844
	Iteration 5Q: 3 clusters Score -245271.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -245285.156250 Penalty: 3798.714844
	Iteration 6Q: 3 clusters Score -245285.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -245296.421875 Penalty: 3798.714844
	Iteration 7Q: 3 clusters Score -245296.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -245308.234375 Penalty: 3798.714844
	Iteration 8Q: 3 clusters Score -245308.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -245317.578125 Penalty: 3798.714844
	Iteration 9Q: 3 clusters Score -245317.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -245325.031250 Penalty: 3798.714844
	Iteration 10Q: 3 clusters Score -245325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -245331.515625 Penalty: 3798.714844
	Iteration 11Q: 3 clusters Score -245331.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -245335.718750 Penalty: 3798.714844
	Iteration 12Q: 3 clusters Score -245335.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -245338.671875 Penalty: 3798.714844
	Iteration 13Q: 3 clusters Score -245338.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -245339.843750 Penalty: 3798.714844
	Iteration 14Q: 3 clusters Score -245339.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -245341.437500 Penalty: 3798.714844
	Iteration 15Q: 3 clusters Score -245341.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -245343.171875 Penalty: 3798.714844
	Iteration 16Q: 3 clusters Score -245343.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -245345.531250 Penalty: 3798.714844
	Iteration 17Q: 3 clusters Score -245345.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -245348.906250 Penalty: 3798.714844
	Iteration 18Q: 3 clusters Score -245348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -245349.515625 Penalty: 3798.714844
	Iteration 19Q: 3 clusters Score -245349.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -245351.156250 Penalty: 3798.714844
	Iteration 20F: 3 clusters Score -245351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -245351.218750 Penalty: 3798.714844
	Iteration 21Q: 3 clusters Score -245351.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -245351.953125 Penalty: 3798.714844
	Iteration 22Q: 3 clusters Score -245352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -245353.718750 Penalty: 3798.714844
	Iteration 23Q: 3 clusters Score -245353.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -245355.281250 Penalty: 3798.714844
	Iteration 24Q: 3 clusters Score -245355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -245356.062500 Penalty: 3798.714844
	Iteration 25Q: 3 clusters Score -245356.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -245356.953125 Penalty: 3798.714844
	Iteration 26Q: 3 clusters Score -245357 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -245356.953125 Penalty: 3798.714844
	Iteration 27F: 3 clusters Score -245357 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (198673 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198673 members 
Entering Unmasked Estep 
Score: -23527270.000000 Penalty: 3025.455078
	Iteration 0F: 2 clusters Score -2.352727e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99524 members 
Mstep: Class 2 contains 99149 members 
Entering Unmasked Estep 
Score: -23397560.000000 Penalty: 6050.910156
	Iteration 0F: 3 clusters Score -2.339756e+07 nChanged 95305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102683 members 
Mstep: Class 2 contains 95990 members 
Entering Unmasked Estep 
Score: -23453522.000000 Penalty: 6050.910156
	Iteration 1F: 3 clusters Score -2.345352e+07 nChanged 6115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104390 members 
Mstep: Class 2 contains 94283 members 
Entering Unmasked Estep 
Score: -23454820.000000 Penalty: 6050.910156
	Iteration 2Q: 3 clusters Score -2.345482e+07 nChanged 6621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107055 members 
Mstep: Class 2 contains 91618 members 
Entering Unmasked Estep 
Score: -23456620.000000 Penalty: 6050.910156
	Iteration 3Q: 3 clusters Score -2.345662e+07 nChanged 7651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111188 members 
Mstep: Class 2 contains 87485 members 
Entering Unmasked Estep 
Score: -23459392.000000 Penalty: 6050.910156
	Iteration 4Q: 3 clusters Score -2.345939e+07 nChanged 8991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117453 members 
Mstep: Class 2 contains 81220 members 
Entering Unmasked Estep 
Score: -23463566.000000 Penalty: 6050.910156
	Iteration 5Q: 3 clusters Score -2.346357e+07 nChanged 10593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126172 members 
Mstep: Class 2 contains 72501 members 
Entering Unmasked Estep 
Score: -23470094.000000 Penalty: 6050.910156
	Iteration 6F: 3 clusters Score -2.347009e+07 nChanged 12435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137421 members 
Mstep: Class 2 contains 61252 members 
Entering Unmasked Estep 
Score: -23478978.000000 Penalty: 6050.910156
	Iteration 7F: 3 clusters Score -2.347898e+07 nChanged 13600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150461 members 
Mstep: Class 2 contains 48212 members 
Entering Unmasked Estep 
Score: -23489646.000000 Penalty: 6050.910156
	Iteration 8F: 3 clusters Score -2.348965e+07 nChanged 13051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163238 members 
Mstep: Class 2 contains 35435 members 
Entering Unmasked Estep 
Score: -23499848.000000 Penalty: 6050.910156
	Iteration 9F: 3 clusters Score -2.349985e+07 nChanged 10472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173456 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -23507764.000000 Penalty: 6050.910156
	Iteration 10F: 3 clusters Score -2.350776e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180910 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -23513262.000000 Penalty: 6050.910156
	Iteration 11Q: 3 clusters Score -2.351326e+07 nChanged 5316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186148 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -23516990.000000 Penalty: 6050.910156
	Iteration 12Q: 3 clusters Score -2.351699e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189824 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -23519668.000000 Penalty: 6050.910156
	Iteration 13Q: 3 clusters Score -2.351967e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192285 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -23521330.000000 Penalty: 6050.910156
	Iteration 14Q: 3 clusters Score -2.352133e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193980 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -23522478.000000 Penalty: 6050.910156
	Iteration 15Q: 3 clusters Score -2.352248e+07 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195088 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -23523332.000000 Penalty: 6050.910156
	Iteration 16Q: 3 clusters Score -2.352333e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195807 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -23523754.000000 Penalty: 6050.910156
	Iteration 17Q: 3 clusters Score -2.352375e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196291 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -23523954.000000 Penalty: 6050.910156
	Iteration 18Q: 3 clusters Score -2.352395e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196600 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -23524104.000000 Penalty: 6050.910156
	Iteration 19Q: 3 clusters Score -2.35241e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196833 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -23524252.000000 Penalty: 6050.910156
	Iteration 20F: 3 clusters Score -2.352425e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196994 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -23524340.000000 Penalty: 6050.910156
	Iteration 21Q: 3 clusters Score -2.352434e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197124 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -23524426.000000 Penalty: 6050.910156
	Iteration 22Q: 3 clusters Score -2.352443e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197213 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -23524552.000000 Penalty: 6050.910156
	Iteration 23Q: 3 clusters Score -2.352455e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197276 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -23524582.000000 Penalty: 6050.910156
	Iteration 24Q: 3 clusters Score -2.352458e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197341 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -23524606.000000 Penalty: 6050.910156
	Iteration 25Q: 3 clusters Score -2.352461e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197382 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -23524616.000000 Penalty: 6050.910156
	Iteration 26Q: 3 clusters Score -2.352462e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197418 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -23524628.000000 Penalty: 6050.910156
	Iteration 27Q: 3 clusters Score -2.352463e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197445 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -23524660.000000 Penalty: 6050.910156
	Iteration 28Q: 3 clusters Score -2.352466e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197473 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -23524670.000000 Penalty: 6050.910156
	Iteration 29Q: 3 clusters Score -2.352467e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197494 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -23524660.000000 Penalty: 6050.910156
	Iteration 30Q: 3 clusters Score -2.352466e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197507 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -23524712.000000 Penalty: 6050.910156
	Iteration 31Q: 3 clusters Score -2.352471e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197513 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -23524722.000000 Penalty: 6050.910156
	Iteration 32Q: 3 clusters Score -2.352472e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197526 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -23524736.000000 Penalty: 6050.910156
	Iteration 33Q: 3 clusters Score -2.352474e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197538 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -23524746.000000 Penalty: 6050.910156
	Iteration 34Q: 3 clusters Score -2.352475e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197544 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -23524746.000000 Penalty: 6050.910156
	Iteration 35Q: 3 clusters Score -2.352475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197553 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -23524754.000000 Penalty: 6050.910156
	Iteration 36Q: 3 clusters Score -2.352475e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197556 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -23524758.000000 Penalty: 6050.910156
	Iteration 37Q: 3 clusters Score -2.352476e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197565 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -23524740.000000 Penalty: 6050.910156
	Iteration 38Q: 3 clusters Score -2.352474e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197568 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23524736.000000 Penalty: 6050.910156
	Iteration 39Q: 3 clusters Score -2.352474e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197568 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -23524734.000000 Penalty: 6050.910156
	Iteration 40F: 3 clusters Score -2.352473e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197572 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -23524726.000000 Penalty: 6050.910156
	Iteration 41Q: 3 clusters Score -2.352473e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197579 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -23524752.000000 Penalty: 6050.910156
	Iteration 42Q: 3 clusters Score -2.352475e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197584 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -23524754.000000 Penalty: 6050.910156
	Iteration 43Q: 3 clusters Score -2.352475e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197588 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -23524764.000000 Penalty: 6050.910156
	Iteration 44Q: 3 clusters Score -2.352476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197593 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -23524758.000000 Penalty: 6050.910156
	Iteration 45Q: 3 clusters Score -2.352476e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197599 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -23524760.000000 Penalty: 6050.910156
	Iteration 46Q: 3 clusters Score -2.352476e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197600 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -23524772.000000 Penalty: 6050.910156
	Iteration 47Q: 3 clusters Score -2.352477e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197603 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -23524766.000000 Penalty: 6050.910156
	Iteration 48Q: 3 clusters Score -2.352477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197606 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -23524774.000000 Penalty: 6050.910156
	Iteration 49Q: 3 clusters Score -2.352477e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197606 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -23524774.000000 Penalty: 6050.910156
	Iteration 50F: 3 clusters Score -2.352477e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26479 members 
Entering Unmasked Estep 
Score: -2900250.750000 Penalty: 2525.658447
	Iteration 0F: 2 clusters Score -2900251 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -2881861.000000 Penalty: 5051.316895
	Iteration 0F: 3 clusters Score -2881861 nChanged 11919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 13363 members 
Entering Unmasked Estep 
Score: -2888497.750000 Penalty: 5051.316895
	Iteration 1F: 3 clusters Score -2888498 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12943 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -2889290.250000 Penalty: 5051.316895
	Iteration 2F: 3 clusters Score -2889290 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -2890464.500000 Penalty: 5051.316895
	Iteration 3F: 3 clusters Score -2890464 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12297 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2891968.750000 Penalty: 5051.316895
	Iteration 4F: 3 clusters Score -2891969 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2893441.500000 Penalty: 5051.316895
	Iteration 5F: 3 clusters Score -2893442 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -2894633.000000 Penalty: 5051.316895
	Iteration 6F: 3 clusters Score -2894633 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -2895473.000000 Penalty: 5051.316895
	Iteration 7F: 3 clusters Score -2895473 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2896111.250000 Penalty: 5051.316895
	Iteration 8Q: 3 clusters Score -2896111 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10924 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -2896622.250000 Penalty: 5051.316895
	Iteration 9Q: 3 clusters Score -2896622 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -2896973.000000 Penalty: 5051.316895
	Iteration 10Q: 3 clusters Score -2896973 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2897212.250000 Penalty: 5051.316895
	Iteration 11Q: 3 clusters Score -2897212 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2897379.000000 Penalty: 5051.316895
	Iteration 12Q: 3 clusters Score -2897379 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -2897474.750000 Penalty: 5051.316895
	Iteration 13Q: 3 clusters Score -2897475 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 15847 members 
Entering Unmasked Estep 
Score: -2897554.250000 Penalty: 5051.316895
	Iteration 14Q: 3 clusters Score -2897554 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10636 members 
Mstep: Class 2 contains 15843 members 
Entering Unmasked Estep 
Score: -2897603.250000 Penalty: 5051.316895
	Iteration 15Q: 3 clusters Score -2897603 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2897657.500000 Penalty: 5051.316895
	Iteration 16Q: 3 clusters Score -2897658 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -2897692.250000 Penalty: 5051.316895
	Iteration 17Q: 3 clusters Score -2897692 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 15861 members 
Entering Unmasked Estep 
Score: -2897711.000000 Penalty: 5051.316895
	Iteration 18Q: 3 clusters Score -2897711 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 15867 members 
Entering Unmasked Estep 
Score: -2897735.000000 Penalty: 5051.316895
	Iteration 19Q: 3 clusters Score -2897735 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -2897745.750000 Penalty: 5051.316895
	Iteration 20F: 3 clusters Score -2897746 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -2897764.250000 Penalty: 5051.316895
	Iteration 21Q: 3 clusters Score -2897764 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10594 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2897778.750000 Penalty: 5051.316895
	Iteration 22Q: 3 clusters Score -2897779 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -2897778.250000 Penalty: 5051.316895
	Iteration 23Q: 3 clusters Score -2897778 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -2897784.000000 Penalty: 5051.316895
	Iteration 24Q: 3 clusters Score -2897784 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 15919 members 
Entering Unmasked Estep 
Score: -2897787.750000 Penalty: 5051.316895
	Iteration 25Q: 3 clusters Score -2897788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -2897795.250000 Penalty: 5051.316895
	Iteration 26Q: 3 clusters Score -2897795 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -2897787.250000 Penalty: 5051.316895
	Iteration 27Q: 3 clusters Score -2897787 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -2897780.000000 Penalty: 5051.316895
	Iteration 28Q: 3 clusters Score -2897780 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 15966 members 
Entering Unmasked Estep 
Score: -2897787.250000 Penalty: 5051.316895
	Iteration 29Q: 3 clusters Score -2897787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2897787.250000 Penalty: 5051.316895
	Iteration 30Q: 3 clusters Score -2897787 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -2897790.500000 Penalty: 5051.316895
	Iteration 31Q: 3 clusters Score -2897790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -2897790.250000 Penalty: 5051.316895
	Iteration 32Q: 3 clusters Score -2897790 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -2897791.250000 Penalty: 5051.316895
	Iteration 33Q: 3 clusters Score -2897791 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -2897794.750000 Penalty: 5051.316895
	Iteration 34Q: 3 clusters Score -2897795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -2897794.250000 Penalty: 5051.316895
	Iteration 35Q: 3 clusters Score -2897794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2897792.750000 Penalty: 5051.316895
	Iteration 36Q: 3 clusters Score -2897793 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 16015 members 
Entering Unmasked Estep 
Score: -2897803.250000 Penalty: 5051.316895
	Iteration 37Q: 3 clusters Score -2897803 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2897809.250000 Penalty: 5051.316895
	Iteration 38Q: 3 clusters Score -2897809 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 16025 members 
Entering Unmasked Estep 
Score: -2897812.250000 Penalty: 5051.316895
	Iteration 39Q: 3 clusters Score -2897812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -2897810.500000 Penalty: 5051.316895
	Iteration 40F: 3 clusters Score -2897810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2897808.500000 Penalty: 5051.316895
	Iteration 41Q: 3 clusters Score -2897808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2897807.000000 Penalty: 5051.316895
	Iteration 42Q: 3 clusters Score -2897807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -2897807.000000 Penalty: 5051.316895
	Iteration 43F: 3 clusters Score -2897807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Entering Unmasked Estep 
Score: -1645952.875000 Penalty: 2363.014648
	Iteration 0F: 2 clusters Score -1645953 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1635963.750000 Penalty: 4726.029297
	Iteration 0F: 3 clusters Score -1635964 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -1639063.375000 Penalty: 4726.029297
	Iteration 1F: 3 clusters Score -1639063 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1639359.250000 Penalty: 4726.029297
	Iteration 2F: 3 clusters Score -1639359 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1639587.375000 Penalty: 4726.029297
	Iteration 3Q: 3 clusters Score -1639587 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7288 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1639759.750000 Penalty: 4726.029297
	Iteration 4Q: 3 clusters Score -1639760 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1639901.375000 Penalty: 4726.029297
	Iteration 5Q: 3 clusters Score -1639901 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1640012.875000 Penalty: 4726.029297
	Iteration 6Q: 3 clusters Score -1640013 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1640118.000000 Penalty: 4726.029297
	Iteration 7Q: 3 clusters Score -1640118 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1640232.875000 Penalty: 4726.029297
	Iteration 8Q: 3 clusters Score -1640233 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1640363.875000 Penalty: 4726.029297
	Iteration 9Q: 3 clusters Score -1640364 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1640532.250000 Penalty: 4726.029297
	Iteration 10Q: 3 clusters Score -1640532 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1640753.500000 Penalty: 4726.029297
	Iteration 11Q: 3 clusters Score -1640754 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -1641011.750000 Penalty: 4726.029297
	Iteration 12Q: 3 clusters Score -1641012 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1641328.125000 Penalty: 4726.029297
	Iteration 13Q: 3 clusters Score -1641328 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -1641762.000000 Penalty: 4726.029297
	Iteration 14Q: 3 clusters Score -1641762 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 3409 members 
Entering Unmasked Estep 
Score: -1642184.875000 Penalty: 4726.029297
	Iteration 15Q: 3 clusters Score -1642185 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -1642561.000000 Penalty: 4726.029297
	Iteration 16Q: 3 clusters Score -1642561 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -1642877.250000 Penalty: 4726.029297
	Iteration 17Q: 3 clusters Score -1642877 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -1643149.000000 Penalty: 4726.029297
	Iteration 18Q: 3 clusters Score -1643149 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11759 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -1643368.750000 Penalty: 4726.029297
	Iteration 19Q: 3 clusters Score -1643369 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1643537.000000 Penalty: 4726.029297
	Iteration 20F: 3 clusters Score -1643537 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1643644.125000 Penalty: 4726.029297
	Iteration 21Q: 3 clusters Score -1643644 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1643726.875000 Penalty: 4726.029297
	Iteration 22Q: 3 clusters Score -1643727 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1643792.250000 Penalty: 4726.029297
	Iteration 23Q: 3 clusters Score -1643792 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1643839.750000 Penalty: 4726.029297
	Iteration 24Q: 3 clusters Score -1643840 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12503 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1643869.375000 Penalty: 4726.029297
	Iteration 25Q: 3 clusters Score -1643869 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1643897.250000 Penalty: 4726.029297
	Iteration 26Q: 3 clusters Score -1643897 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1643929.375000 Penalty: 4726.029297
	Iteration 27Q: 3 clusters Score -1643929 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1643955.375000 Penalty: 4726.029297
	Iteration 28Q: 3 clusters Score -1643955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12658 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1643973.875000 Penalty: 4726.029297
	Iteration 29Q: 3 clusters Score -1643974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12689 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1643992.125000 Penalty: 4726.029297
	Iteration 30Q: 3 clusters Score -1643992 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -1644008.000000 Penalty: 4726.029297
	Iteration 31Q: 3 clusters Score -1644008 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1644017.125000 Penalty: 4726.029297
	Iteration 32Q: 3 clusters Score -1644017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12765 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1644028.000000 Penalty: 4726.029297
	Iteration 33Q: 3 clusters Score -1644028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1644035.875000 Penalty: 4726.029297
	Iteration 34Q: 3 clusters Score -1644036 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1644042.375000 Penalty: 4726.029297
	Iteration 35Q: 3 clusters Score -1644042 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1644047.500000 Penalty: 4726.029297
	Iteration 36Q: 3 clusters Score -1644048 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12817 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1644053.000000 Penalty: 4726.029297
	Iteration 37Q: 3 clusters Score -1644053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12825 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1644057.375000 Penalty: 4726.029297
	Iteration 38Q: 3 clusters Score -1644057 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -1644059.125000 Penalty: 4726.029297
	Iteration 39Q: 3 clusters Score -1644059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1644062.375000 Penalty: 4726.029297
	Iteration 40F: 3 clusters Score -1644062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1644064.125000 Penalty: 4726.029297
	Iteration 41Q: 3 clusters Score -1644064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12852 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1644066.250000 Penalty: 4726.029297
	Iteration 42Q: 3 clusters Score -1644066 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12858 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1644070.000000 Penalty: 4726.029297
	Iteration 43Q: 3 clusters Score -1644070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12862 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -1644075.625000 Penalty: 4726.029297
	Iteration 44Q: 3 clusters Score -1644076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1644078.625000 Penalty: 4726.029297
	Iteration 45Q: 3 clusters Score -1644079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1644083.000000 Penalty: 4726.029297
	Iteration 46Q: 3 clusters Score -1644083 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1644086.250000 Penalty: 4726.029297
	Iteration 47Q: 3 clusters Score -1644086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1644090.375000 Penalty: 4726.029297
	Iteration 48Q: 3 clusters Score -1644090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1644093.625000 Penalty: 4726.029297
	Iteration 49Q: 3 clusters Score -1644094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1644093.375000 Penalty: 4726.029297
	Iteration 50Q: 3 clusters Score -1644093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1644099.250000 Penalty: 4726.029297
	Iteration 51Q: 3 clusters Score -1644099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1644107.625000 Penalty: 4726.029297
	Iteration 52Q: 3 clusters Score -1644108 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -1644114.750000 Penalty: 4726.029297
	Iteration 53Q: 3 clusters Score -1644115 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -1644118.125000 Penalty: 4726.029297
	Iteration 54Q: 3 clusters Score -1644118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1644122.625000 Penalty: 4726.029297
	Iteration 55Q: 3 clusters Score -1644123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1644129.000000 Penalty: 4726.029297
	Iteration 56Q: 3 clusters Score -1644129 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1644135.000000 Penalty: 4726.029297
	Iteration 57Q: 3 clusters Score -1644135 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12962 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1644140.500000 Penalty: 4726.029297
	Iteration 58Q: 3 clusters Score -1644140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -1644145.125000 Penalty: 4726.029297
	Iteration 59Q: 3 clusters Score -1644145 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1644146.125000 Penalty: 4726.029297
	Iteration 60F: 3 clusters Score -1644146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -1644146.875000 Penalty: 4726.029297
	Iteration 61Q: 3 clusters Score -1644147 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1644150.250000 Penalty: 4726.029297
	Iteration 62Q: 3 clusters Score -1644150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12984 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1644153.375000 Penalty: 4726.029297
	Iteration 63Q: 3 clusters Score -1644153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1644154.000000 Penalty: 4726.029297
	Iteration 64Q: 3 clusters Score -1644154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1644155.250000 Penalty: 4726.029297
	Iteration 65Q: 3 clusters Score -1644155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1644157.125000 Penalty: 4726.029297
	Iteration 66Q: 3 clusters Score -1644157 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -1644157.125000 Penalty: 4726.029297
	Iteration 67F: 3 clusters Score -1644157 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -263848.843750 Penalty: 1942.241089
	Iteration 0F: 2 clusters Score -263848.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -260940.578125 Penalty: 3884.482178
	Iteration 0F: 3 clusters Score -260940.6 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -261593.734375 Penalty: 3884.482178
	Iteration 1F: 3 clusters Score -261593.7 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -261772.609375 Penalty: 3884.482178
	Iteration 2F: 3 clusters Score -261772.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -261891.343750 Penalty: 3884.482178
	Iteration 3Q: 3 clusters Score -261891.3 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -261975.437500 Penalty: 3884.482178
	Iteration 4Q: 3 clusters Score -261975.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -262021.875000 Penalty: 3884.482178
	Iteration 5Q: 3 clusters Score -262021.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -262071.765625 Penalty: 3884.482178
	Iteration 6Q: 3 clusters Score -262071.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -262118.250000 Penalty: 3884.482178
	Iteration 7Q: 3 clusters Score -262118.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -262160.250000 Penalty: 3884.482178
	Iteration 8Q: 3 clusters Score -262160.2 nChanged 46
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: -262197.125000 Penalty: 3884.482178
	Iteration 9Q: 3 clusters Score -262197.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -262226.656250 Penalty: 3884.482178
	Iteration 10Q: 3 clusters Score -262226.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -262248.468750 Penalty: 3884.482178
	Iteration 11Q: 3 clusters Score -262248.5 nChanged 23
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: -262267.156250 Penalty: 3884.482178
	Iteration 12Q: 3 clusters Score -262267.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -262295.781250 Penalty: 3884.482178
	Iteration 13Q: 3 clusters Score -262295.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -262311.875000 Penalty: 3884.482178
	Iteration 14Q: 3 clusters Score -262311.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -262322.843750 Penalty: 3884.482178
	Iteration 15Q: 3 clusters Score -262322.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -262333.625000 Penalty: 3884.482178
	Iteration 16Q: 3 clusters Score -262333.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -262342.125000 Penalty: 3884.482178
	Iteration 17Q: 3 clusters Score -262342.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -262346.125000 Penalty: 3884.482178
	Iteration 18Q: 3 clusters Score -262346.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -262351.687500 Penalty: 3884.482178
	Iteration 19Q: 3 clusters Score -262351.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -262358.937500 Penalty: 3884.482178
	Iteration 20F: 3 clusters Score -262358.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -262367.406250 Penalty: 3884.482178
	Iteration 21Q: 3 clusters Score -262367.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -262377.250000 Penalty: 3884.482178
	Iteration 22Q: 3 clusters Score -262377.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -262390.906250 Penalty: 3884.482178
	Iteration 23Q: 3 clusters Score -262390.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -262396.750000 Penalty: 3884.482178
	Iteration 24Q: 3 clusters Score -262396.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -262399.687500 Penalty: 3884.482178
	Iteration 25Q: 3 clusters Score -262399.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -262402.750000 Penalty: 3884.482178
	Iteration 26Q: 3 clusters Score -262402.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -262406.468750 Penalty: 3884.482178
	Iteration 27Q: 3 clusters Score -262406.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -262410.718750 Penalty: 3884.482178
	Iteration 28Q: 3 clusters Score -262410.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -262415.437500 Penalty: 3884.482178
	Iteration 29Q: 3 clusters Score -262415.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -262419.218750 Penalty: 3884.482178
	Iteration 30Q: 3 clusters Score -262419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -262420.875000 Penalty: 3884.482178
	Iteration 31Q: 3 clusters Score -262420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -262420.875000 Penalty: 3884.482178
	Iteration 32F: 3 clusters Score -262420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (11994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11994 members 
Entering Unmasked Estep 
Score: -1075875.875000 Penalty: 2329.256104
	Iteration 0F: 2 clusters Score -1075876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -1066967.000000 Penalty: 4658.512207
	Iteration 0F: 3 clusters Score -1066967 nChanged 5055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 6067 members 
Entering Unmasked Estep 
Score: -1069814.625000 Penalty: 4658.512207
	Iteration 1F: 3 clusters Score -1069815 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1070273.375000 Penalty: 4658.512207
	Iteration 2F: 3 clusters Score -1070273 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1070626.250000 Penalty: 4658.512207
	Iteration 3F: 3 clusters Score -1070626 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1070943.000000 Penalty: 4658.512207
	Iteration 4Q: 3 clusters Score -1070943 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1071290.875000 Penalty: 4658.512207
	Iteration 5Q: 3 clusters Score -1071291 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1071687.375000 Penalty: 4658.512207
	Iteration 6Q: 3 clusters Score -1071687 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1072141.000000 Penalty: 4658.512207
	Iteration 7F: 3 clusters Score -1072141 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1072590.875000 Penalty: 4658.512207
	Iteration 8F: 3 clusters Score -1072591 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 6622 members 
Entering Unmasked Estep 
Score: -1073003.125000 Penalty: 4658.512207
	Iteration 9Q: 3 clusters Score -1073003 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1073374.375000 Penalty: 4658.512207
	Iteration 10Q: 3 clusters Score -1073374 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1073691.000000 Penalty: 4658.512207
	Iteration 11Q: 3 clusters Score -1073691 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1073903.875000 Penalty: 4658.512207
	Iteration 12Q: 3 clusters Score -1073904 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 6343 members 
Entering Unmasked Estep 
Score: -1074023.375000 Penalty: 4658.512207
	Iteration 13Q: 3 clusters Score -1074023 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1074093.875000 Penalty: 4658.512207
	Iteration 14Q: 3 clusters Score -1074094 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1074148.625000 Penalty: 4658.512207
	Iteration 15Q: 3 clusters Score -1074149 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 6104 members 
Entering Unmasked Estep 
Score: -1074185.500000 Penalty: 4658.512207
	Iteration 16Q: 3 clusters Score -1074186 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1074216.250000 Penalty: 4658.512207
	Iteration 17Q: 3 clusters Score -1074216 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1074234.500000 Penalty: 4658.512207
	Iteration 18Q: 3 clusters Score -1074234 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6077 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1074245.750000 Penalty: 4658.512207
	Iteration 19Q: 3 clusters Score -1074246 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6122 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -1074252.000000 Penalty: 4658.512207
	Iteration 20F: 3 clusters Score -1074252 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 5832 members 
Entering Unmasked Estep 
Score: -1074264.500000 Penalty: 4658.512207
	Iteration 21Q: 3 clusters Score -1074264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -1074269.375000 Penalty: 4658.512207
	Iteration 22Q: 3 clusters Score -1074269 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5773 members 
Entering Unmasked Estep 
Score: -1074277.375000 Penalty: 4658.512207
	Iteration 23Q: 3 clusters Score -1074277 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1074279.750000 Penalty: 4658.512207
	Iteration 24Q: 3 clusters Score -1074280 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1074285.250000 Penalty: 4658.512207
	Iteration 25Q: 3 clusters Score -1074285 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1074286.875000 Penalty: 4658.512207
	Iteration 26Q: 3 clusters Score -1074287 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1074293.000000 Penalty: 4658.512207
	Iteration 27Q: 3 clusters Score -1074293 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1074294.625000 Penalty: 4658.512207
	Iteration 28Q: 3 clusters Score -1074295 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1074299.750000 Penalty: 4658.512207
	Iteration 29Q: 3 clusters Score -1074300 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1074303.250000 Penalty: 4658.512207
	Iteration 30Q: 3 clusters Score -1074303 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -1074310.000000 Penalty: 4658.512207
	Iteration 31Q: 3 clusters Score -1074310 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1074315.125000 Penalty: 4658.512207
	Iteration 32Q: 3 clusters Score -1074315 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1074320.625000 Penalty: 4658.512207
	Iteration 33Q: 3 clusters Score -1074321 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1074322.500000 Penalty: 4658.512207
	Iteration 34Q: 3 clusters Score -1074322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1074327.125000 Penalty: 4658.512207
	Iteration 35Q: 3 clusters Score -1074327 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -1074330.000000 Penalty: 4658.512207
	Iteration 36Q: 3 clusters Score -1074330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1074334.125000 Penalty: 4658.512207
	Iteration 37Q: 3 clusters Score -1074334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1074337.000000 Penalty: 4658.512207
	Iteration 38Q: 3 clusters Score -1074337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -1074337.375000 Penalty: 4658.512207
	Iteration 39Q: 3 clusters Score -1074337 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6609 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -1074344.250000 Penalty: 4658.512207
	Iteration 40F: 3 clusters Score -1074344 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6627 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -1074350.000000 Penalty: 4658.512207
	Iteration 41Q: 3 clusters Score -1074350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 5347 members 
Entering Unmasked Estep 
Score: -1074352.500000 Penalty: 4658.512207
	Iteration 42Q: 3 clusters Score -1074352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -1074357.250000 Penalty: 4658.512207
	Iteration 43Q: 3 clusters Score -1074357 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1074359.125000 Penalty: 4658.512207
	Iteration 44Q: 3 clusters Score -1074359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6712 members 
Mstep: Class 2 contains 5282 members 
Entering Unmasked Estep 
Score: -1074362.750000 Penalty: 4658.512207
	Iteration 45Q: 3 clusters Score -1074363 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1074363.000000 Penalty: 4658.512207
	Iteration 46Q: 3 clusters Score -1074363 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1074368.250000 Penalty: 4658.512207
	Iteration 47Q: 3 clusters Score -1074368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1074368.750000 Penalty: 4658.512207
	Iteration 48Q: 3 clusters Score -1074369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 5219 members 
Entering Unmasked Estep 
Score: -1074372.000000 Penalty: 4658.512207
	Iteration 49Q: 3 clusters Score -1074372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1074374.875000 Penalty: 4658.512207
	Iteration 50Q: 3 clusters Score -1074375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1074373.875000 Penalty: 4658.512207
	Iteration 51Q: 3 clusters Score -1074374 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -1074374.500000 Penalty: 4658.512207
	Iteration 52Q: 3 clusters Score -1074374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 5196 members 
Entering Unmasked Estep 
Score: -1074375.875000 Penalty: 4658.512207
	Iteration 53Q: 3 clusters Score -1074376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1074375.750000 Penalty: 4658.512207
	Iteration 54Q: 3 clusters Score -1074376 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1074375.375000 Penalty: 4658.512207
	Iteration 55Q: 3 clusters Score -1074375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1074378.625000 Penalty: 4658.512207
	Iteration 56Q: 3 clusters Score -1074379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1074376.375000 Penalty: 4658.512207
	Iteration 57Q: 3 clusters Score -1074376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 5173 members 
Entering Unmasked Estep 
Score: -1074377.625000 Penalty: 4658.512207
	Iteration 58Q: 3 clusters Score -1074378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -1074377.125000 Penalty: 4658.512207
	Iteration 59Q: 3 clusters Score -1074377 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 5162 members 
Entering Unmasked Estep 
Score: -1074376.500000 Penalty: 4658.512207
	Iteration 60F: 3 clusters Score -1074376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1074379.875000 Penalty: 4658.512207
	Iteration 61Q: 3 clusters Score -1074380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1074379.875000 Penalty: 4658.512207
	Iteration 62Q: 3 clusters Score -1074380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1074381.125000 Penalty: 4658.512207
	Iteration 63Q: 3 clusters Score -1074381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1074383.500000 Penalty: 4658.512207
	Iteration 64Q: 3 clusters Score -1074384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1074383.750000 Penalty: 4658.512207
	Iteration 65Q: 3 clusters Score -1074384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1074382.125000 Penalty: 4658.512207
	Iteration 66Q: 3 clusters Score -1074382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1074382.500000 Penalty: 4658.512207
	Iteration 67Q: 3 clusters Score -1074382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6863 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1074381.500000 Penalty: 4658.512207
	Iteration 68Q: 3 clusters Score -1074382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -1074384.125000 Penalty: 4658.512207
	Iteration 69Q: 3 clusters Score -1074384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -1074384.000000 Penalty: 4658.512207
	Iteration 70Q: 3 clusters Score -1074384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1074385.625000 Penalty: 4658.512207
	Iteration 71Q: 3 clusters Score -1074386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1074386.000000 Penalty: 4658.512207
	Iteration 72Q: 3 clusters Score -1074386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1074386.000000 Penalty: 4658.512207
	Iteration 73F: 3 clusters Score -1074386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Entering Unmasked Estep 
Score: -1137935.875000 Penalty: 2289.002441
	Iteration 0F: 2 clusters Score -1137936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -1130129.125000 Penalty: 4578.004883
	Iteration 0F: 3 clusters Score -1130129 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4923 members 
Entering Unmasked Estep 
Score: -1132532.875000 Penalty: 4578.004883
	Iteration 1F: 3 clusters Score -1132533 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1132982.250000 Penalty: 4578.004883
	Iteration 2F: 3 clusters Score -1132982 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1133356.625000 Penalty: 4578.004883
	Iteration 3F: 3 clusters Score -1133357 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1133727.375000 Penalty: 4578.004883
	Iteration 4F: 3 clusters Score -1133727 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1134100.375000 Penalty: 4578.004883
	Iteration 5F: 3 clusters Score -1134100 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3870 members 
Entering Unmasked Estep 
Score: -1134476.750000 Penalty: 4578.004883
	Iteration 6F: 3 clusters Score -1134477 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1134873.250000 Penalty: 4578.004883
	Iteration 7F: 3 clusters Score -1134873 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1135232.750000 Penalty: 4578.004883
	Iteration 8Q: 3 clusters Score -1135233 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -1135534.750000 Penalty: 4578.004883
	Iteration 9Q: 3 clusters Score -1135535 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1135773.875000 Penalty: 4578.004883
	Iteration 10Q: 3 clusters Score -1135774 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -1135942.000000 Penalty: 4578.004883
	Iteration 11Q: 3 clusters Score -1135942 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1136081.750000 Penalty: 4578.004883
	Iteration 12Q: 3 clusters Score -1136082 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -1136191.500000 Penalty: 4578.004883
	Iteration 13Q: 3 clusters Score -1136192 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1136271.625000 Penalty: 4578.004883
	Iteration 14Q: 3 clusters Score -1136272 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -1136331.500000 Penalty: 4578.004883
	Iteration 15Q: 3 clusters Score -1136332 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1136373.250000 Penalty: 4578.004883
	Iteration 16Q: 3 clusters Score -1136373 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1136404.125000 Penalty: 4578.004883
	Iteration 17Q: 3 clusters Score -1136404 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1136422.375000 Penalty: 4578.004883
	Iteration 18Q: 3 clusters Score -1136422 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1136442.875000 Penalty: 4578.004883
	Iteration 19Q: 3 clusters Score -1136443 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1136459.625000 Penalty: 4578.004883
	Iteration 20F: 3 clusters Score -1136460 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -1136470.250000 Penalty: 4578.004883
	Iteration 21Q: 3 clusters Score -1136470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -1136481.625000 Penalty: 4578.004883
	Iteration 22Q: 3 clusters Score -1136482 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1136485.250000 Penalty: 4578.004883
	Iteration 23Q: 3 clusters Score -1136485 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1136491.000000 Penalty: 4578.004883
	Iteration 24Q: 3 clusters Score -1136491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1136492.750000 Penalty: 4578.004883
	Iteration 25Q: 3 clusters Score -1136493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -1136495.750000 Penalty: 4578.004883
	Iteration 26Q: 3 clusters Score -1136496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1136498.625000 Penalty: 4578.004883
	Iteration 27Q: 3 clusters Score -1136499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1136500.750000 Penalty: 4578.004883
	Iteration 28Q: 3 clusters Score -1136501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1136500.375000 Penalty: 4578.004883
	Iteration 29Q: 3 clusters Score -1136500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1136502.125000 Penalty: 4578.004883
	Iteration 30Q: 3 clusters Score -1136502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1136502.875000 Penalty: 4578.004883
	Iteration 31Q: 3 clusters Score -1136503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8756 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1136506.375000 Penalty: 4578.004883
	Iteration 32Q: 3 clusters Score -1136506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8760 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1136506.125000 Penalty: 4578.004883
	Iteration 33Q: 3 clusters Score -1136506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1136508.250000 Penalty: 4578.004883
	Iteration 34Q: 3 clusters Score -1136508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1136508.250000 Penalty: 4578.004883
	Iteration 35Q: 3 clusters Score -1136508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1136505.750000 Penalty: 4578.004883
	Iteration 36Q: 3 clusters Score -1136506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1136507.125000 Penalty: 4578.004883
	Iteration 37Q: 3 clusters Score -1136507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1136507.625000 Penalty: 4578.004883
	Iteration 38Q: 3 clusters Score -1136508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1136509.750000 Penalty: 4578.004883
	Iteration 39Q: 3 clusters Score -1136510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8778 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1136509.625000 Penalty: 4578.004883
	Iteration 40F: 3 clusters Score -1136510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1136509.875000 Penalty: 4578.004883
	Iteration 41Q: 3 clusters Score -1136510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1136510.000000 Penalty: 4578.004883
	Iteration 42Q: 3 clusters Score -1136510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8783 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1136511.500000 Penalty: 4578.004883
	Iteration 43Q: 3 clusters Score -1136512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1136514.625000 Penalty: 4578.004883
	Iteration 44Q: 3 clusters Score -1136515 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1136516.125000 Penalty: 4578.004883
	Iteration 45Q: 3 clusters Score -1136516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1136516.375000 Penalty: 4578.004883
	Iteration 46Q: 3 clusters Score -1136516 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1136516.375000 Penalty: 4578.004883
	Iteration 47F: 3 clusters Score -1136516 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (213402 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213402 members 
Entering Unmasked Estep 
Score: -25104516.000000 Penalty: 3043.191406
	Iteration 0F: 2 clusters Score -2.510452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107025 members 
Mstep: Class 2 contains 106377 members 
Entering Unmasked Estep 
Score: -24967056.000000 Penalty: 6086.382812
	Iteration 0F: 3 clusters Score -2.496706e+07 nChanged 102725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109282 members 
Mstep: Class 2 contains 104120 members 
Entering Unmasked Estep 
Score: -25028072.000000 Penalty: 6086.382812
	Iteration 1F: 3 clusters Score -2.502807e+07 nChanged 7321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111239 members 
Mstep: Class 2 contains 102163 members 
Entering Unmasked Estep 
Score: -25029966.000000 Penalty: 6086.382812
	Iteration 2Q: 3 clusters Score -2.502997e+07 nChanged 7807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114232 members 
Mstep: Class 2 contains 99170 members 
Entering Unmasked Estep 
Score: -25032376.000000 Penalty: 6086.382812
	Iteration 3Q: 3 clusters Score -2.503238e+07 nChanged 8838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118904 members 
Mstep: Class 2 contains 94498 members 
Entering Unmasked Estep 
Score: -25035918.000000 Penalty: 6086.382812
	Iteration 4Q: 3 clusters Score -2.503592e+07 nChanged 10485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125933 members 
Mstep: Class 2 contains 87469 members 
Entering Unmasked Estep 
Score: -25040924.000000 Penalty: 6086.382812
	Iteration 5Q: 3 clusters Score -2.504092e+07 nChanged 12444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135807 members 
Mstep: Class 2 contains 77595 members 
Entering Unmasked Estep 
Score: -25048220.000000 Penalty: 6086.382812
	Iteration 6F: 3 clusters Score -2.504822e+07 nChanged 13990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148131 members 
Mstep: Class 2 contains 65271 members 
Entering Unmasked Estep 
Score: -25057668.000000 Penalty: 6086.382812
	Iteration 7F: 3 clusters Score -2.505767e+07 nChanged 14797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161770 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -25068706.000000 Penalty: 6086.382812
	Iteration 8F: 3 clusters Score -2.506871e+07 nChanged 13617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174477 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -25078958.000000 Penalty: 6086.382812
	Iteration 9F: 3 clusters Score -2.507896e+07 nChanged 11164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184863 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -25086944.000000 Penalty: 6086.382812
	Iteration 10F: 3 clusters Score -2.508694e+07 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192223 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -25092450.000000 Penalty: 6086.382812
	Iteration 11Q: 3 clusters Score -2.509245e+07 nChanged 5519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197428 members 
Mstep: Class 2 contains 15974 members 
Entering Unmasked Estep 
Score: -25095674.000000 Penalty: 6086.382812
	Iteration 12Q: 3 clusters Score -2.509567e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201087 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -25097976.000000 Penalty: 6086.382812
	Iteration 13Q: 3 clusters Score -2.509798e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203724 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -25099516.000000 Penalty: 6086.382812
	Iteration 14Q: 3 clusters Score -2.509952e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205747 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -25100648.000000 Penalty: 6086.382812
	Iteration 15Q: 3 clusters Score -2.510065e+07 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207272 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -25101364.000000 Penalty: 6086.382812
	Iteration 16Q: 3 clusters Score -2.510136e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208382 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -25101928.000000 Penalty: 6086.382812
	Iteration 17Q: 3 clusters Score -2.510193e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209150 members 
Mstep: Class 2 contains 4252 members 
Entering Unmasked Estep 
Score: -25102268.000000 Penalty: 6086.382812
	Iteration 18Q: 3 clusters Score -2.510227e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209707 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -25102514.000000 Penalty: 6086.382812
	Iteration 19Q: 3 clusters Score -2.510251e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210121 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -25102780.000000 Penalty: 6086.382812
	Iteration 20F: 3 clusters Score -2.510278e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210436 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -25102894.000000 Penalty: 6086.382812
	Iteration 21Q: 3 clusters Score -2.510289e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210654 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -25103008.000000 Penalty: 6086.382812
	Iteration 22Q: 3 clusters Score -2.510301e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210812 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -25103078.000000 Penalty: 6086.382812
	Iteration 23Q: 3 clusters Score -2.510308e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210926 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -25103110.000000 Penalty: 6086.382812
	Iteration 24Q: 3 clusters Score -2.510311e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211029 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -25103222.000000 Penalty: 6086.382812
	Iteration 25Q: 3 clusters Score -2.510322e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211123 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -25103206.000000 Penalty: 6086.382812
	Iteration 26Q: 3 clusters Score -2.510321e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211201 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -25103234.000000 Penalty: 6086.382812
	Iteration 27Q: 3 clusters Score -2.510323e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211259 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -25103300.000000 Penalty: 6086.382812
	Iteration 28Q: 3 clusters Score -2.51033e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211297 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -25103324.000000 Penalty: 6086.382812
	Iteration 29Q: 3 clusters Score -2.510332e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211334 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -25103332.000000 Penalty: 6086.382812
	Iteration 30Q: 3 clusters Score -2.510333e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211352 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -25103364.000000 Penalty: 6086.382812
	Iteration 31Q: 3 clusters Score -2.510336e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211369 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -25103384.000000 Penalty: 6086.382812
	Iteration 32Q: 3 clusters Score -2.510338e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211381 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -25103396.000000 Penalty: 6086.382812
	Iteration 33Q: 3 clusters Score -2.51034e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211388 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -25103452.000000 Penalty: 6086.382812
	Iteration 34Q: 3 clusters Score -2.510345e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211399 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -25103428.000000 Penalty: 6086.382812
	Iteration 35Q: 3 clusters Score -2.510343e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211412 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -25103394.000000 Penalty: 6086.382812
	Iteration 36Q: 3 clusters Score -2.510339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211416 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -25103398.000000 Penalty: 6086.382812
	Iteration 37Q: 3 clusters Score -2.51034e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211424 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -25103394.000000 Penalty: 6086.382812
	Iteration 38Q: 3 clusters Score -2.510339e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211429 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -25103414.000000 Penalty: 6086.382812
	Iteration 39Q: 3 clusters Score -2.510341e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211433 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -25103390.000000 Penalty: 6086.382812
	Iteration 40F: 3 clusters Score -2.510339e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211433 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -25103390.000000 Penalty: 6086.382812
	Iteration 41Q: 3 clusters Score -2.510339e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211434 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -25103384.000000 Penalty: 6086.382812
	Iteration 42Q: 3 clusters Score -2.510338e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211434 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -25103384.000000 Penalty: 6086.382812
	Iteration 43F: 3 clusters Score -2.510338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -195999.968750 Penalty: 1942.929321
	Iteration 0F: 2 clusters Score -196000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -193074.156250 Penalty: 3885.858643
	Iteration 0F: 3 clusters Score -193074.2 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -193765.500000 Penalty: 3885.858643
	Iteration 1F: 3 clusters Score -193765.5 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -194065.125000 Penalty: 3885.858643
	Iteration 2F: 3 clusters Score -194065.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -194487.953125 Penalty: 3885.858643
	Iteration 3F: 3 clusters Score -194488 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -195133.500000 Penalty: 3885.858643
	Iteration 4F: 3 clusters Score -195133.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -195824.609375 Penalty: 3885.858643
	Iteration 5F: 3 clusters Score -195824.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -196192.390625 Penalty: 3885.858643
	Iteration 6F: 3 clusters Score -196192.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -196333.687500 Penalty: 3885.858643
	Iteration 7Q: 3 clusters Score -196333.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -196375.828125 Penalty: 3885.858643
	Iteration 8Q: 3 clusters Score -196375.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -196392.171875 Penalty: 3885.858643
	Iteration 9Q: 3 clusters Score -196392.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -196398.765625 Penalty: 3885.858643
	Iteration 10Q: 3 clusters Score -196398.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -196404.703125 Penalty: 3885.858643
	Iteration 11Q: 3 clusters Score -196404.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -196409.453125 Penalty: 3885.858643
	Iteration 12Q: 3 clusters Score -196409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -196410.812500 Penalty: 3885.858643
	Iteration 13Q: 3 clusters Score -196410.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -196411.171875 Penalty: 3885.858643
	Iteration 14Q: 3 clusters Score -196411.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -196411.703125 Penalty: 3885.858643
	Iteration 15Q: 3 clusters Score -196411.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -196412.531250 Penalty: 3885.858643
	Iteration 16Q: 3 clusters Score -196412.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -196413.218750 Penalty: 3885.858643
	Iteration 17Q: 3 clusters Score -196413.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -196413.843750 Penalty: 3885.858643
	Iteration 18Q: 3 clusters Score -196413.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -196414.171875 Penalty: 3885.858643
	Iteration 19Q: 3 clusters Score -196414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -196414.171875 Penalty: 3885.858643
	Iteration 20F: 3 clusters Score -196414.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 151600 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 246918 members 
Mstep: Class 9 contains 78959 members 
Mstep: Class 10 contains 11512 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 161466 members 
Mstep: Class 14 contains 16111 members 
Mstep: Class 15 contains 19394 members 
Mstep: Class 16 contains 184328 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 198673 members 
Mstep: Class 19 contains 26479 members 
Mstep: Class 20 contains 13743 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 10197 members 
Mstep: Class 24 contains 213402 members 
Mstep: Class 25 contains 1243 members 
Mstep: Class 26 contains 1283 members 
Entering Unmasked Estep 
Score: -161431056.000000 Penalty: 91337.375000
Splitting cluster 25 changes total score from -161431216.000000 to -161431056.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24314 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 151600 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 246918 members 
Mstep: Class 9 contains 78959 members 
Mstep: Class 10 contains 11512 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 161466 members 
Mstep: Class 14 contains 16111 members 
Mstep: Class 15 contains 19394 members 
Mstep: Class 16 contains 184328 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 198673 members 
Mstep: Class 19 contains 26479 members 
Mstep: Class 20 contains 13743 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 10197 members 
Mstep: Class 24 contains 213402 members 
Mstep: Class 25 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431680.000000 Penalty: 87824.398438
Iteration 159Q: 26 clusters Score -1.614317e+08 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24315 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 152597 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 246533 members 
Mstep: Class 9 contains 78970 members 
Mstep: Class 10 contains 11510 members 
Mstep: Class 11 contains 8122 members 
Mstep: Class 12 contains 19537 members 
Mstep: Class 13 contains 161431 members 
Mstep: Class 14 contains 16105 members 
Mstep: Class 15 contains 19400 members 
Mstep: Class 16 contains 184079 members 
Mstep: Class 17 contains 2118 members 
Mstep: Class 18 contains 198494 members 
Mstep: Class 19 contains 26475 members 
Mstep: Class 20 contains 13738 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11995 members 
Mstep: Class 23 contains 10197 members 
Mstep: Class 24 contains 213250 members 
Mstep: Class 25 contains 2526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431984.000000 Penalty: 87824.398438
Iteration 160F: 26 clusters Score -1.61432e+08 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 153644 members 
Mstep: Class 7 contains 3560 members 
Mstep: Class 8 contains 246144 members 
Mstep: Class 9 contains 78976 members 
Mstep: Class 10 contains 11509 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 19536 members 
Mstep: Class 13 contains 161416 members 
Mstep: Class 14 contains 16101 members 
Mstep: Class 15 contains 19406 members 
Mstep: Class 16 contains 183818 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 198312 members 
Mstep: Class 19 contains 26477 members 
Mstep: Class 20 contains 13731 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 10199 members 
Mstep: Class 24 contains 213042 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432304.000000 Penalty: 87824.398438
Iteration 161Q: 26 clusters Score -1.614323e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 154777 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 245755 members 
Mstep: Class 9 contains 78983 members 
Mstep: Class 10 contains 11507 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 161416 members 
Mstep: Class 14 contains 16098 members 
Mstep: Class 15 contains 19406 members 
Mstep: Class 16 contains 183491 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 198116 members 
Mstep: Class 19 contains 26482 members 
Mstep: Class 20 contains 13724 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 10201 members 
Mstep: Class 24 contains 212818 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432592.000000 Penalty: 87824.398438
Iteration 162Q: 26 clusters Score -1.614326e+08 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 156037 members 
Mstep: Class 7 contains 3559 members 
Mstep: Class 8 contains 245325 members 
Mstep: Class 9 contains 78982 members 
Mstep: Class 10 contains 11503 members 
Mstep: Class 11 contains 8123 members 
Mstep: Class 12 contains 19531 members 
Mstep: Class 13 contains 161405 members 
Mstep: Class 14 contains 16095 members 
Mstep: Class 15 contains 19405 members 
Mstep: Class 16 contains 183141 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 197865 members 
Mstep: Class 19 contains 26489 members 
Mstep: Class 20 contains 13718 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 10204 members 
Mstep: Class 24 contains 212606 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432720.000000 Penalty: 87824.398438
Iteration 163Q: 26 clusters Score -1.614327e+08 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 496 members 
Mstep: Class 6 contains 157347 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 244904 members 
Mstep: Class 9 contains 78990 members 
Mstep: Class 10 contains 11499 members 
Mstep: Class 11 contains 8122 members 
Mstep: Class 12 contains 19532 members 
Mstep: Class 13 contains 161358 members 
Mstep: Class 14 contains 16092 members 
Mstep: Class 15 contains 19413 members 
Mstep: Class 16 contains 182804 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 197587 members 
Mstep: Class 19 contains 26493 members 
Mstep: Class 20 contains 13715 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 10206 members 
Mstep: Class 24 contains 212366 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432992.000000 Penalty: 87824.398438
Iteration 164Q: 26 clusters Score -1.61433e+08 nChanged 2215
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24327 members 
Mstep: Class 2 contains 7907 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 158661 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 244492 members 
Mstep: Class 9 contains 78997 members 
Mstep: Class 10 contains 11494 members 
Mstep: Class 11 contains 8120 members 
Mstep: Class 12 contains 19529 members 
Mstep: Class 13 contains 161317 members 
Mstep: Class 14 contains 16087 members 
Mstep: Class 15 contains 19421 members 
Mstep: Class 16 contains 182470 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 197311 members 
Mstep: Class 19 contains 26506 members 
Mstep: Class 20 contains 13710 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 11994 members 
Mstep: Class 23 contains 10208 members 
Mstep: Class 24 contains 212108 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432656.000000 Penalty: 87824.398438
Iteration 165Q: 26 clusters Score -1.614327e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 7909 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 159981 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 244052 members 
Mstep: Class 9 contains 79010 members 
Mstep: Class 10 contains 11491 members 
Mstep: Class 11 contains 8119 members 
Mstep: Class 12 contains 19528 members 
Mstep: Class 13 contains 161266 members 
Mstep: Class 14 contains 16081 members 
Mstep: Class 15 contains 19425 members 
Mstep: Class 16 contains 182179 members 
Mstep: Class 17 contains 2119 members 
Mstep: Class 18 contains 197012 members 
Mstep: Class 19 contains 26507 members 
Mstep: Class 20 contains 13710 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 11995 members 
Mstep: Class 23 contains 10208 members 
Mstep: Class 24 contains 211856 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432704.000000 Penalty: 87824.398438
Iteration 166Q: 26 clusters Score -1.614327e+08 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 7910 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 161465 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 243548 members 
Mstep: Class 9 contains 79011 members 
Mstep: Class 10 contains 11495 members 
Mstep: Class 11 contains 8117 members 
Mstep: Class 12 contains 19531 members 
Mstep: Class 13 contains 161237 members 
Mstep: Class 14 contains 16070 members 
Mstep: Class 15 contains 19433 members 
Mstep: Class 16 contains 181840 members 
Mstep: Class 17 contains 2117 members 
Mstep: Class 18 contains 196671 members 
Mstep: Class 19 contains 26514 members 
Mstep: Class 20 contains 13713 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 11997 members 
Mstep: Class 23 contains 10213 members 
Mstep: Class 24 contains 211571 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161433280.000000 Penalty: 87824.398438
Iteration 167Q: 26 clusters Score -1.614333e+08 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 7912 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 162989 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 242979 members 
Mstep: Class 9 contains 79031 members 
Mstep: Class 10 contains 11494 members 
Mstep: Class 11 contains 8116 members 
Mstep: Class 12 contains 19530 members 
Mstep: Class 13 contains 161171 members 
Mstep: Class 14 contains 16060 members 
Mstep: Class 15 contains 19444 members 
Mstep: Class 16 contains 181468 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 196389 members 
Mstep: Class 19 contains 26522 members 
Mstep: Class 20 contains 13710 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 11999 members 
Mstep: Class 23 contains 10214 members 
Mstep: Class 24 contains 211314 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161433520.000000 Penalty: 87824.398438
Iteration 168Q: 26 clusters Score -1.614335e+08 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24325 members 
Mstep: Class 2 contains 7913 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 164537 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 242340 members 
Mstep: Class 9 contains 79046 members 
Mstep: Class 10 contains 11489 members 
Mstep: Class 11 contains 8116 members 
Mstep: Class 12 contains 19538 members 
Mstep: Class 13 contains 161140 members 
Mstep: Class 14 contains 16051 members 
Mstep: Class 15 contains 19454 members 
Mstep: Class 16 contains 181069 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 196097 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 13711 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 11999 members 
Mstep: Class 23 contains 10217 members 
Mstep: Class 24 contains 211098 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161433808.000000 Penalty: 87824.398438
Iteration 169Q: 26 clusters Score -1.614338e+08 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 7913 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 166195 members 
Mstep: Class 7 contains 3550 members 
Mstep: Class 8 contains 241646 members 
Mstep: Class 9 contains 79063 members 
Mstep: Class 10 contains 11484 members 
Mstep: Class 11 contains 8114 members 
Mstep: Class 12 contains 19544 members 
Mstep: Class 13 contains 161094 members 
Mstep: Class 14 contains 16041 members 
Mstep: Class 15 contains 19463 members 
Mstep: Class 16 contains 180680 members 
Mstep: Class 17 contains 2116 members 
Mstep: Class 18 contains 195732 members 
Mstep: Class 19 contains 26519 members 
Mstep: Class 20 contains 13714 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 12000 members 
Mstep: Class 23 contains 10220 members 
Mstep: Class 24 contains 210919 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161433616.000000 Penalty: 87824.398438
Iteration 170Q: 26 clusters Score -1.614336e+08 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 7913 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 167792 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 240882 members 
Mstep: Class 9 contains 79093 members 
Mstep: Class 10 contains 11480 members 
Mstep: Class 11 contains 8110 members 
Mstep: Class 12 contains 19550 members 
Mstep: Class 13 contains 161032 members 
Mstep: Class 14 contains 16034 members 
Mstep: Class 15 contains 19471 members 
Mstep: Class 16 contains 180342 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 195376 members 
Mstep: Class 19 contains 26519 members 
Mstep: Class 20 contains 13724 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 12001 members 
Mstep: Class 23 contains 10223 members 
Mstep: Class 24 contains 210795 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161433520.000000 Penalty: 87824.398438
Iteration 171Q: 26 clusters Score -1.614335e+08 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 7913 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 169430 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 240111 members 
Mstep: Class 9 contains 79145 members 
Mstep: Class 10 contains 11477 members 
Mstep: Class 11 contains 8107 members 
Mstep: Class 12 contains 19549 members 
Mstep: Class 13 contains 160990 members 
Mstep: Class 14 contains 16030 members 
Mstep: Class 15 contains 19473 members 
Mstep: Class 16 contains 179943 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 194990 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 13734 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 12003 members 
Mstep: Class 23 contains 10227 members 
Mstep: Class 24 contains 210677 members 
Mstep: Class 25 contains 2527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161433824.000000 Penalty: 87824.398438
Iteration 172Q: 26 clusters Score -1.614338e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 7914 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 171161 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 239301 members 
Mstep: Class 9 contains 79210 members 
Mstep: Class 10 contains 11477 members 
Mstep: Class 11 contains 8106 members 
Mstep: Class 12 contains 19547 members 
Mstep: Class 13 contains 160916 members 
Mstep: Class 14 contains 16021 members 
Mstep: Class 15 contains 19482 members 
Mstep: Class 16 contains 179511 members 
Mstep: Class 17 contains 2115 members 
Mstep: Class 18 contains 194610 members 
Mstep: Class 19 contains 26533 members 
Mstep: Class 20 contains 13741 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 12004 members 
Mstep: Class 23 contains 10223 members 
Mstep: Class 24 contains 210566 members 
Mstep: Class 25 contains 2528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161434784.000000 Penalty: 87824.398438
Iteration 173Q: 26 clusters Score -1.614348e+08 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 7914 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 172780 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 238503 members 
Mstep: Class 9 contains 79278 members 
Mstep: Class 10 contains 11473 members 
Mstep: Class 11 contains 8106 members 
Mstep: Class 12 contains 19548 members 
Mstep: Class 13 contains 160848 members 
Mstep: Class 14 contains 16016 members 
Mstep: Class 15 contains 19491 members 
Mstep: Class 16 contains 179094 members 
Mstep: Class 17 contains 2114 members 
Mstep: Class 18 contains 194229 members 
Mstep: Class 19 contains 26543 members 
Mstep: Class 20 contains 13745 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 12006 members 
Mstep: Class 23 contains 10225 members 
Mstep: Class 24 contains 210528 members 
Mstep: Class 25 contains 2528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435248.000000 Penalty: 87824.398438
Iteration 174Q: 26 clusters Score -1.614352e+08 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24338 members 
Mstep: Class 2 contains 7916 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 174410 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 237681 members 
Mstep: Class 9 contains 79345 members 
Mstep: Class 10 contains 11469 members 
Mstep: Class 11 contains 8102 members 
Mstep: Class 12 contains 19549 members 
Mstep: Class 13 contains 160770 members 
Mstep: Class 14 contains 16008 members 
Mstep: Class 15 contains 19499 members 
Mstep: Class 16 contains 178727 members 
Mstep: Class 17 contains 2113 members 
Mstep: Class 18 contains 193800 members 
Mstep: Class 19 contains 26557 members 
Mstep: Class 20 contains 13743 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 12010 members 
Mstep: Class 23 contains 10223 members 
Mstep: Class 24 contains 210520 members 
Mstep: Class 25 contains 2528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435680.000000 Penalty: 87824.398438
Iteration 175Q: 26 clusters Score -1.614357e+08 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 7918 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 175985 members 
Mstep: Class 7 contains 3555 members 
Mstep: Class 8 contains 236838 members 
Mstep: Class 9 contains 79436 members 
Mstep: Class 10 contains 11460 members 
Mstep: Class 11 contains 8099 members 
Mstep: Class 12 contains 19552 members 
Mstep: Class 13 contains 160741 members 
Mstep: Class 14 contains 16001 members 
Mstep: Class 15 contains 19513 members 
Mstep: Class 16 contains 178343 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 193403 members 
Mstep: Class 19 contains 26564 members 
Mstep: Class 20 contains 13746 members 
Mstep: Class 21 contains 2515 members 
Mstep: Class 22 contains 12017 members 
Mstep: Class 23 contains 10224 members 
Mstep: Class 24 contains 210491 members 
Mstep: Class 25 contains 2528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436032.000000 Penalty: 87824.398438
Iteration 176Q: 26 clusters Score -1.61436e+08 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 7925 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 177559 members 
Mstep: Class 7 contains 3556 members 
Mstep: Class 8 contains 235949 members 
Mstep: Class 9 contains 79546 members 
Mstep: Class 10 contains 11450 members 
Mstep: Class 11 contains 8093 members 
Mstep: Class 12 contains 19550 members 
Mstep: Class 13 contains 160670 members 
Mstep: Class 14 contains 15996 members 
Mstep: Class 15 contains 19517 members 
Mstep: Class 16 contains 177970 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 193029 members 
Mstep: Class 19 contains 26568 members 
Mstep: Class 20 contains 13739 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12020 members 
Mstep: Class 23 contains 10224 members 
Mstep: Class 24 contains 210529 members 
Mstep: Class 25 contains 2530 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436032.000000 Penalty: 87824.398438
Iteration 177Q: 26 clusters Score -1.61436e+08 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 7926 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 179056 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 235083 members 
Mstep: Class 9 contains 79636 members 
Mstep: Class 10 contains 11452 members 
Mstep: Class 11 contains 8088 members 
Mstep: Class 12 contains 19555 members 
Mstep: Class 13 contains 160624 members 
Mstep: Class 14 contains 15986 members 
Mstep: Class 15 contains 19527 members 
Mstep: Class 16 contains 177623 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 192669 members 
Mstep: Class 19 contains 26577 members 
Mstep: Class 20 contains 13733 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12023 members 
Mstep: Class 23 contains 10221 members 
Mstep: Class 24 contains 210563 members 
Mstep: Class 25 contains 2531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436352.000000 Penalty: 87824.398438
Iteration 178Q: 26 clusters Score -1.614364e+08 nChanged 4189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24322 members 
Mstep: Class 2 contains 7928 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 180503 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 234252 members 
Mstep: Class 9 contains 79724 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 19556 members 
Mstep: Class 13 contains 160535 members 
Mstep: Class 14 contains 15978 members 
Mstep: Class 15 contains 19534 members 
Mstep: Class 16 contains 177243 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 192352 members 
Mstep: Class 19 contains 26573 members 
Mstep: Class 20 contains 13738 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 12024 members 
Mstep: Class 23 contains 10222 members 
Mstep: Class 24 contains 210640 members 
Mstep: Class 25 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437568.000000 Penalty: 87824.398438
Iteration 179Q: 26 clusters Score -1.614376e+08 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24319 members 
Mstep: Class 2 contains 7930 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 181727 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 233507 members 
Mstep: Class 9 contains 79816 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 8078 members 
Mstep: Class 12 contains 19555 members 
Mstep: Class 13 contains 160498 members 
Mstep: Class 14 contains 15973 members 
Mstep: Class 15 contains 19544 members 
Mstep: Class 16 contains 176900 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 192081 members 
Mstep: Class 19 contains 26580 members 
Mstep: Class 20 contains 13744 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 12027 members 
Mstep: Class 23 contains 10224 members 
Mstep: Class 24 contains 210705 members 
Mstep: Class 25 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438000.000000 Penalty: 87824.398438
Iteration 180F: 26 clusters Score -1.61438e+08 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 7929 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 182792 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 232807 members 
Mstep: Class 9 contains 79933 members 
Mstep: Class 10 contains 11457 members 
Mstep: Class 11 contains 8074 members 
Mstep: Class 12 contains 19555 members 
Mstep: Class 13 contains 160441 members 
Mstep: Class 14 contains 15973 members 
Mstep: Class 15 contains 19541 members 
Mstep: Class 16 contains 176547 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 191905 members 
Mstep: Class 19 contains 26583 members 
Mstep: Class 20 contains 13752 members 
Mstep: Class 21 contains 2515 members 
Mstep: Class 22 contains 12028 members 
Mstep: Class 23 contains 10222 members 
Mstep: Class 24 contains 210800 members 
Mstep: Class 25 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437920.000000 Penalty: 87824.398438
Iteration 181Q: 26 clusters Score -1.614379e+08 nChanged 4072
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 7930 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 183739 members 
Mstep: Class 7 contains 3552 members 
Mstep: Class 8 contains 232141 members 
Mstep: Class 9 contains 80057 members 
Mstep: Class 10 contains 11457 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 19555 members 
Mstep: Class 13 contains 160371 members 
Mstep: Class 14 contains 15965 members 
Mstep: Class 15 contains 19546 members 
Mstep: Class 16 contains 176172 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 191744 members 
Mstep: Class 19 contains 26587 members 
Mstep: Class 20 contains 13754 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12029 members 
Mstep: Class 23 contains 10220 members 
Mstep: Class 24 contains 211011 members 
Mstep: Class 25 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438176.000000 Penalty: 87824.398438
Iteration 182Q: 26 clusters Score -1.614382e+08 nChanged 4013
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 7930 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 184576 members 
Mstep: Class 7 contains 3545 members 
Mstep: Class 8 contains 231528 members 
Mstep: Class 9 contains 80195 members 
Mstep: Class 10 contains 11452 members 
Mstep: Class 11 contains 8063 members 
Mstep: Class 12 contains 19560 members 
Mstep: Class 13 contains 160304 members 
Mstep: Class 14 contains 15961 members 
Mstep: Class 15 contains 19553 members 
Mstep: Class 16 contains 175781 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 191656 members 
Mstep: Class 19 contains 26569 members 
Mstep: Class 20 contains 13767 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12029 members 
Mstep: Class 23 contains 10222 members 
Mstep: Class 24 contains 211206 members 
Mstep: Class 25 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438816.000000 Penalty: 87824.398438
Iteration 183Q: 26 clusters Score -1.614388e+08 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 185267 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 230987 members 
Mstep: Class 9 contains 80345 members 
Mstep: Class 10 contains 11460 members 
Mstep: Class 11 contains 8059 members 
Mstep: Class 12 contains 19562 members 
Mstep: Class 13 contains 160218 members 
Mstep: Class 14 contains 15960 members 
Mstep: Class 15 contains 19548 members 
Mstep: Class 16 contains 175410 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 191588 members 
Mstep: Class 19 contains 26567 members 
Mstep: Class 20 contains 13775 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12030 members 
Mstep: Class 23 contains 10221 members 
Mstep: Class 24 contains 211419 members 
Mstep: Class 25 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438800.000000 Penalty: 87824.398438
Iteration 184Q: 26 clusters Score -1.614388e+08 nChanged 4106
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 185865 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 230502 members 
Mstep: Class 9 contains 80500 members 
Mstep: Class 10 contains 11457 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 19564 members 
Mstep: Class 13 contains 160145 members 
Mstep: Class 14 contains 15954 members 
Mstep: Class 15 contains 19554 members 
Mstep: Class 16 contains 175068 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 191516 members 
Mstep: Class 19 contains 26559 members 
Mstep: Class 20 contains 13777 members 
Mstep: Class 21 contains 2515 members 
Mstep: Class 22 contains 12031 members 
Mstep: Class 23 contains 10224 members 
Mstep: Class 24 contains 211639 members 
Mstep: Class 25 contains 2534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438896.000000 Penalty: 87824.398438
Iteration 185Q: 26 clusters Score -1.614389e+08 nChanged 4026
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24330 members 
Mstep: Class 2 contains 7933 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 186389 members 
Mstep: Class 7 contains 3554 members 
Mstep: Class 8 contains 230062 members 
Mstep: Class 9 contains 80652 members 
Mstep: Class 10 contains 11456 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 19561 members 
Mstep: Class 13 contains 160063 members 
Mstep: Class 14 contains 15952 members 
Mstep: Class 15 contains 19561 members 
Mstep: Class 16 contains 174679 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 191503 members 
Mstep: Class 19 contains 26553 members 
Mstep: Class 20 contains 13765 members 
Mstep: Class 21 contains 2517 members 
Mstep: Class 22 contains 12033 members 
Mstep: Class 23 contains 10221 members 
Mstep: Class 24 contains 211899 members 
Mstep: Class 25 contains 2535 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161439120.000000 Penalty: 87824.398438
Iteration 186Q: 26 clusters Score -1.614391e+08 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24328 members 
Mstep: Class 2 contains 7933 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 186826 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 229608 members 
Mstep: Class 9 contains 80825 members 
Mstep: Class 10 contains 11455 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 19559 members 
Mstep: Class 13 contains 160006 members 
Mstep: Class 14 contains 15946 members 
Mstep: Class 15 contains 19567 members 
Mstep: Class 16 contains 174318 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 191475 members 
Mstep: Class 19 contains 26556 members 
Mstep: Class 20 contains 13774 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 12035 members 
Mstep: Class 23 contains 10222 members 
Mstep: Class 24 contains 212172 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438928.000000 Penalty: 87824.398438
Iteration 187Q: 26 clusters Score -1.614389e+08 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 187160 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 229179 members 
Mstep: Class 9 contains 81003 members 
Mstep: Class 10 contains 11447 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 19556 members 
Mstep: Class 13 contains 159922 members 
Mstep: Class 14 contains 15945 members 
Mstep: Class 15 contains 19568 members 
Mstep: Class 16 contains 173982 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 191495 members 
Mstep: Class 19 contains 26556 members 
Mstep: Class 20 contains 13776 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 12038 members 
Mstep: Class 23 contains 10223 members 
Mstep: Class 24 contains 212489 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161439328.000000 Penalty: 87824.398438
Iteration 188Q: 26 clusters Score -1.614393e+08 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 7931 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 187477 members 
Mstep: Class 7 contains 3556 members 
Mstep: Class 8 contains 228789 members 
Mstep: Class 9 contains 81195 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 8054 members 
Mstep: Class 12 contains 19555 members 
Mstep: Class 13 contains 159844 members 
Mstep: Class 14 contains 15939 members 
Mstep: Class 15 contains 19571 members 
Mstep: Class 16 contains 173659 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 191494 members 
Mstep: Class 19 contains 26562 members 
Mstep: Class 20 contains 13788 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 12040 members 
Mstep: Class 23 contains 10223 members 
Mstep: Class 24 contains 212767 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161439280.000000 Penalty: 87824.398438
Iteration 189Q: 26 clusters Score -1.614393e+08 nChanged 3947
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 7932 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 187620 members 
Mstep: Class 7 contains 3558 members 
Mstep: Class 8 contains 228500 members 
Mstep: Class 9 contains 81406 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 8050 members 
Mstep: Class 12 contains 19552 members 
Mstep: Class 13 contains 159758 members 
Mstep: Class 14 contains 15934 members 
Mstep: Class 15 contains 19572 members 
Mstep: Class 16 contains 173342 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 191542 members 
Mstep: Class 19 contains 26571 members 
Mstep: Class 20 contains 13796 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10224 members 
Mstep: Class 24 contains 213045 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161439600.000000 Penalty: 87824.398438
Iteration 190Q: 26 clusters Score -1.614396e+08 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 7933 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 187674 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 228189 members 
Mstep: Class 9 contains 81630 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 8053 members 
Mstep: Class 12 contains 19556 members 
Mstep: Class 13 contains 159715 members 
Mstep: Class 14 contains 15929 members 
Mstep: Class 15 contains 19578 members 
Mstep: Class 16 contains 173037 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 191609 members 
Mstep: Class 19 contains 26589 members 
Mstep: Class 20 contains 13794 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10224 members 
Mstep: Class 24 contains 213337 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440000.000000 Penalty: 87824.398438
Iteration 191Q: 26 clusters Score -1.6144e+08 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24337 members 
Mstep: Class 2 contains 7933 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 187645 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 227991 members 
Mstep: Class 9 contains 81831 members 
Mstep: Class 10 contains 11441 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 19549 members 
Mstep: Class 13 contains 159667 members 
Mstep: Class 14 contains 15925 members 
Mstep: Class 15 contains 19585 members 
Mstep: Class 16 contains 172696 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 191732 members 
Mstep: Class 19 contains 26597 members 
Mstep: Class 20 contains 13802 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10222 members 
Mstep: Class 24 contains 213611 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440144.000000 Penalty: 87824.398438
Iteration 192Q: 26 clusters Score -1.614401e+08 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 7935 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 187569 members 
Mstep: Class 7 contains 3553 members 
Mstep: Class 8 contains 227770 members 
Mstep: Class 9 contains 82075 members 
Mstep: Class 10 contains 11437 members 
Mstep: Class 11 contains 8058 members 
Mstep: Class 12 contains 19549 members 
Mstep: Class 13 contains 159652 members 
Mstep: Class 14 contains 15920 members 
Mstep: Class 15 contains 19585 members 
Mstep: Class 16 contains 172361 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 191831 members 
Mstep: Class 19 contains 26603 members 
Mstep: Class 20 contains 13804 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10220 members 
Mstep: Class 24 contains 213909 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440400.000000 Penalty: 87824.398438
Iteration 193Q: 26 clusters Score -1.614404e+08 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 187575 members 
Mstep: Class 7 contains 3551 members 
Mstep: Class 8 contains 227532 members 
Mstep: Class 9 contains 82313 members 
Mstep: Class 10 contains 11435 members 
Mstep: Class 11 contains 8062 members 
Mstep: Class 12 contains 19544 members 
Mstep: Class 13 contains 159618 members 
Mstep: Class 14 contains 15917 members 
Mstep: Class 15 contains 19581 members 
Mstep: Class 16 contains 172012 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 191904 members 
Mstep: Class 19 contains 26602 members 
Mstep: Class 20 contains 13801 members 
Mstep: Class 21 contains 2529 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10217 members 
Mstep: Class 24 contains 214228 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440912.000000 Penalty: 87824.398438
Iteration 194Q: 26 clusters Score -1.614409e+08 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24343 members 
Mstep: Class 2 contains 7936 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 187569 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 227382 members 
Mstep: Class 9 contains 82552 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 8068 members 
Mstep: Class 12 contains 19551 members 
Mstep: Class 13 contains 159551 members 
Mstep: Class 14 contains 15914 members 
Mstep: Class 15 contains 19586 members 
Mstep: Class 16 contains 171645 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 191953 members 
Mstep: Class 19 contains 26593 members 
Mstep: Class 20 contains 13804 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10220 members 
Mstep: Class 24 contains 214519 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440832.000000 Penalty: 87824.398438
Iteration 195Q: 26 clusters Score -1.614408e+08 nChanged 3705
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 7937 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 187479 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 227286 members 
Mstep: Class 9 contains 82791 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 8073 members 
Mstep: Class 12 contains 19552 members 
Mstep: Class 13 contains 159539 members 
Mstep: Class 14 contains 15915 members 
Mstep: Class 15 contains 19588 members 
Mstep: Class 16 contains 171250 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 191964 members 
Mstep: Class 19 contains 26607 members 
Mstep: Class 20 contains 13797 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10219 members 
Mstep: Class 24 contains 214848 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440992.000000 Penalty: 87824.398438
Iteration 196Q: 26 clusters Score -1.61441e+08 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7938 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 187389 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 227207 members 
Mstep: Class 9 contains 83048 members 
Mstep: Class 10 contains 11435 members 
Mstep: Class 11 contains 8079 members 
Mstep: Class 12 contains 19548 members 
Mstep: Class 13 contains 159512 members 
Mstep: Class 14 contains 15918 members 
Mstep: Class 15 contains 19585 members 
Mstep: Class 16 contains 170899 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 191976 members 
Mstep: Class 19 contains 26610 members 
Mstep: Class 20 contains 13787 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10218 members 
Mstep: Class 24 contains 215132 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161441136.000000 Penalty: 87824.398438
Iteration 197Q: 26 clusters Score -1.614411e+08 nChanged 3567
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7938 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 187129 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 227236 members 
Mstep: Class 9 contains 83313 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 8081 members 
Mstep: Class 12 contains 19545 members 
Mstep: Class 13 contains 159495 members 
Mstep: Class 14 contains 15915 members 
Mstep: Class 15 contains 19579 members 
Mstep: Class 16 contains 170546 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 191966 members 
Mstep: Class 19 contains 26622 members 
Mstep: Class 20 contains 13778 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10219 members 
Mstep: Class 24 contains 215477 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161441072.000000 Penalty: 87824.398438
Iteration 198Q: 26 clusters Score -1.614411e+08 nChanged 3626
Entering ConstructFrom: 
Score: -161441072.000000 Penalty: 87824.398438
Entering ConstructFrom: 
Trying to split cluster 1 (24345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Entering Unmasked Estep 
Score: -2470371.000000 Penalty: 2504.820312
	Iteration 0F: 2 clusters Score -2470371 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -2453439.750000 Penalty: 5009.640625
	Iteration 0F: 3 clusters Score -2453440 nChanged 10895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -2459400.000000 Penalty: 5009.640625
	Iteration 1F: 3 clusters Score -2459400 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -2459899.500000 Penalty: 5009.640625
	Iteration 2F: 3 clusters Score -2459900 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2460421.500000 Penalty: 5009.640625
	Iteration 3F: 3 clusters Score -2460422 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -2461007.750000 Penalty: 5009.640625
	Iteration 4Q: 3 clusters Score -2461008 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11471 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -2461667.750000 Penalty: 5009.640625
	Iteration 5Q: 3 clusters Score -2461668 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11451 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2462480.000000 Penalty: 5009.640625
	Iteration 6F: 3 clusters Score -2462480 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 12926 members 
Entering Unmasked Estep 
Score: -2463391.250000 Penalty: 5009.640625
	Iteration 7F: 3 clusters Score -2463391 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2464361.750000 Penalty: 5009.640625
	Iteration 8F: 3 clusters Score -2464362 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 12888 members 
Entering Unmasked Estep 
Score: -2465208.500000 Penalty: 5009.640625
	Iteration 9F: 3 clusters Score -2465208 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2465875.250000 Penalty: 5009.640625
	Iteration 10Q: 3 clusters Score -2465875 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11541 members 
Mstep: Class 2 contains 12804 members 
Entering Unmasked Estep 
Score: -2466325.000000 Penalty: 5009.640625
	Iteration 11Q: 3 clusters Score -2466325 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -2466643.250000 Penalty: 5009.640625
	Iteration 12Q: 3 clusters Score -2466643 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11566 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -2466858.500000 Penalty: 5009.640625
	Iteration 13Q: 3 clusters Score -2466858 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11576 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -2467018.500000 Penalty: 5009.640625
	Iteration 14Q: 3 clusters Score -2467018 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 12757 members 
Entering Unmasked Estep 
Score: -2467150.750000 Penalty: 5009.640625
	Iteration 15Q: 3 clusters Score -2467151 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2467267.000000 Penalty: 5009.640625
	Iteration 16Q: 3 clusters Score -2467267 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2467364.000000 Penalty: 5009.640625
	Iteration 17Q: 3 clusters Score -2467364 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2467452.000000 Penalty: 5009.640625
	Iteration 18Q: 3 clusters Score -2467452 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2467507.000000 Penalty: 5009.640625
	Iteration 19Q: 3 clusters Score -2467507 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -2467554.000000 Penalty: 5009.640625
	Iteration 20F: 3 clusters Score -2467554 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -2467577.750000 Penalty: 5009.640625
	Iteration 21Q: 3 clusters Score -2467578 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2467595.250000 Penalty: 5009.640625
	Iteration 22Q: 3 clusters Score -2467595 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12097 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -2467607.000000 Penalty: 5009.640625
	Iteration 23Q: 3 clusters Score -2467607 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -2467625.000000 Penalty: 5009.640625
	Iteration 24Q: 3 clusters Score -2467625 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2467644.250000 Penalty: 5009.640625
	Iteration 25Q: 3 clusters Score -2467644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 12109 members 
Entering Unmasked Estep 
Score: -2467653.750000 Penalty: 5009.640625
	Iteration 26Q: 3 clusters Score -2467654 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -2467657.750000 Penalty: 5009.640625
	Iteration 27Q: 3 clusters Score -2467658 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2467668.250000 Penalty: 5009.640625
	Iteration 28Q: 3 clusters Score -2467668 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2467676.500000 Penalty: 5009.640625
	Iteration 29Q: 3 clusters Score -2467676 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12472 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -2467679.000000 Penalty: 5009.640625
	Iteration 30Q: 3 clusters Score -2467679 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -2467686.250000 Penalty: 5009.640625
	Iteration 31Q: 3 clusters Score -2467686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12553 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2467695.000000 Penalty: 5009.640625
	Iteration 32Q: 3 clusters Score -2467695 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2467694.750000 Penalty: 5009.640625
	Iteration 33Q: 3 clusters Score -2467695 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -2467707.000000 Penalty: 5009.640625
	Iteration 34Q: 3 clusters Score -2467707 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12686 members 
Mstep: Class 2 contains 11659 members 
Entering Unmasked Estep 
Score: -2467708.000000 Penalty: 5009.640625
	Iteration 35Q: 3 clusters Score -2467708 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 11614 members 
Entering Unmasked Estep 
Score: -2467712.000000 Penalty: 5009.640625
	Iteration 36Q: 3 clusters Score -2467712 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -2467714.500000 Penalty: 5009.640625
	Iteration 37Q: 3 clusters Score -2467714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12821 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2467717.750000 Penalty: 5009.640625
	Iteration 38Q: 3 clusters Score -2467718 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2467716.500000 Penalty: 5009.640625
	Iteration 39Q: 3 clusters Score -2467716 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -2467732.500000 Penalty: 5009.640625
	Iteration 40F: 3 clusters Score -2467732 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2467725.750000 Penalty: 5009.640625
	Iteration 41Q: 3 clusters Score -2467726 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2467739.000000 Penalty: 5009.640625
	Iteration 42Q: 3 clusters Score -2467739 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -2467746.500000 Penalty: 5009.640625
	Iteration 43Q: 3 clusters Score -2467746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13083 members 
Mstep: Class 2 contains 11262 members 
Entering Unmasked Estep 
Score: -2467745.000000 Penalty: 5009.640625
	Iteration 44Q: 3 clusters Score -2467745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2467749.000000 Penalty: 5009.640625
	Iteration 45Q: 3 clusters Score -2467749 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 11180 members 
Entering Unmasked Estep 
Score: -2467753.750000 Penalty: 5009.640625
	Iteration 46Q: 3 clusters Score -2467754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 11145 members 
Entering Unmasked Estep 
Score: -2467755.750000 Penalty: 5009.640625
	Iteration 47Q: 3 clusters Score -2467756 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13239 members 
Mstep: Class 2 contains 11106 members 
Entering Unmasked Estep 
Score: -2467765.250000 Penalty: 5009.640625
	Iteration 48Q: 3 clusters Score -2467765 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -2467768.750000 Penalty: 5009.640625
	Iteration 49Q: 3 clusters Score -2467769 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 11008 members 
Entering Unmasked Estep 
Score: -2467781.000000 Penalty: 5009.640625
	Iteration 50Q: 3 clusters Score -2467781 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 10966 members 
Entering Unmasked Estep 
Score: -2467777.250000 Penalty: 5009.640625
	Iteration 51Q: 3 clusters Score -2467777 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13423 members 
Mstep: Class 2 contains 10922 members 
Entering Unmasked Estep 
Score: -2467778.000000 Penalty: 5009.640625
	Iteration 52Q: 3 clusters Score -2467778 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -2467791.500000 Penalty: 5009.640625
	Iteration 53Q: 3 clusters Score -2467792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13543 members 
Mstep: Class 2 contains 10802 members 
Entering Unmasked Estep 
Score: -2467797.250000 Penalty: 5009.640625
	Iteration 54Q: 3 clusters Score -2467797 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2467801.500000 Penalty: 5009.640625
	Iteration 55Q: 3 clusters Score -2467802 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2467822.250000 Penalty: 5009.640625
	Iteration 56Q: 3 clusters Score -2467822 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 10586 members 
Entering Unmasked Estep 
Score: -2467829.500000 Penalty: 5009.640625
	Iteration 57Q: 3 clusters Score -2467830 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2467842.250000 Penalty: 5009.640625
	Iteration 58Q: 3 clusters Score -2467842 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13929 members 
Mstep: Class 2 contains 10416 members 
Entering Unmasked Estep 
Score: -2467858.500000 Penalty: 5009.640625
	Iteration 59Q: 3 clusters Score -2467858 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14023 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2467879.000000 Penalty: 5009.640625
	Iteration 60F: 3 clusters Score -2467879 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -2467888.250000 Penalty: 5009.640625
	Iteration 61Q: 3 clusters Score -2467888 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2467907.000000 Penalty: 5009.640625
	Iteration 62Q: 3 clusters Score -2467907 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2467927.750000 Penalty: 5009.640625
	Iteration 63Q: 3 clusters Score -2467928 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2467949.250000 Penalty: 5009.640625
	Iteration 64Q: 3 clusters Score -2467949 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -2467970.250000 Penalty: 5009.640625
	Iteration 65Q: 3 clusters Score -2467970 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -2467991.250000 Penalty: 5009.640625
	Iteration 66Q: 3 clusters Score -2467991 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 9539 members 
Entering Unmasked Estep 
Score: -2468015.000000 Penalty: 5009.640625
	Iteration 67Q: 3 clusters Score -2468015 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -2468048.000000 Penalty: 5009.640625
	Iteration 68Q: 3 clusters Score -2468048 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 9290 members 
Entering Unmasked Estep 
Score: -2468064.750000 Penalty: 5009.640625
	Iteration 69Q: 3 clusters Score -2468065 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15174 members 
Mstep: Class 2 contains 9171 members 
Entering Unmasked Estep 
Score: -2468076.500000 Penalty: 5009.640625
	Iteration 70Q: 3 clusters Score -2468076 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -2468094.500000 Penalty: 5009.640625
	Iteration 71Q: 3 clusters Score -2468094 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2468109.250000 Penalty: 5009.640625
	Iteration 72Q: 3 clusters Score -2468109 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -2468118.000000 Penalty: 5009.640625
	Iteration 73Q: 3 clusters Score -2468118 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2468131.750000 Penalty: 5009.640625
	Iteration 74Q: 3 clusters Score -2468132 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 8700 members 
Entering Unmasked Estep 
Score: -2468138.750000 Penalty: 5009.640625
	Iteration 75Q: 3 clusters Score -2468139 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -2468145.000000 Penalty: 5009.640625
	Iteration 76Q: 3 clusters Score -2468145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -2468143.750000 Penalty: 5009.640625
	Iteration 77Q: 3 clusters Score -2468144 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15827 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -2468154.500000 Penalty: 5009.640625
	Iteration 78Q: 3 clusters Score -2468154 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -2468157.750000 Penalty: 5009.640625
	Iteration 79Q: 3 clusters Score -2468158 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2468160.250000 Penalty: 5009.640625
	Iteration 80F: 3 clusters Score -2468160 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -2468163.000000 Penalty: 5009.640625
	Iteration 81Q: 3 clusters Score -2468163 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16020 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2468167.250000 Penalty: 5009.640625
	Iteration 82Q: 3 clusters Score -2468167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -2468179.250000 Penalty: 5009.640625
	Iteration 83Q: 3 clusters Score -2468179 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2468181.250000 Penalty: 5009.640625
	Iteration 84Q: 3 clusters Score -2468181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -2468183.500000 Penalty: 5009.640625
	Iteration 85Q: 3 clusters Score -2468184 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 8177 members 
Entering Unmasked Estep 
Score: -2468180.500000 Penalty: 5009.640625
	Iteration 86Q: 3 clusters Score -2468180 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -2468188.500000 Penalty: 5009.640625
	Iteration 87Q: 3 clusters Score -2468188 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -2468198.250000 Penalty: 5009.640625
	Iteration 88Q: 3 clusters Score -2468198 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16307 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -2468204.250000 Penalty: 5009.640625
	Iteration 89Q: 3 clusters Score -2468204 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16342 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -2468203.500000 Penalty: 5009.640625
	Iteration 90Q: 3 clusters Score -2468204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16375 members 
Mstep: Class 2 contains 7970 members 
Entering Unmasked Estep 
Score: -2468212.000000 Penalty: 5009.640625
	Iteration 91Q: 3 clusters Score -2468212 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16396 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -2468214.500000 Penalty: 5009.640625
	Iteration 92Q: 3 clusters Score -2468214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -2468213.250000 Penalty: 5009.640625
	Iteration 93Q: 3 clusters Score -2468213 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -2468217.500000 Penalty: 5009.640625
	Iteration 94Q: 3 clusters Score -2468218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -2468218.000000 Penalty: 5009.640625
	Iteration 95Q: 3 clusters Score -2468218 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -2468219.500000 Penalty: 5009.640625
	Iteration 96Q: 3 clusters Score -2468220 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -2468218.250000 Penalty: 5009.640625
	Iteration 97Q: 3 clusters Score -2468218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -2468217.750000 Penalty: 5009.640625
	Iteration 98Q: 3 clusters Score -2468218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16503 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -2468218.500000 Penalty: 5009.640625
	Iteration 99Q: 3 clusters Score -2468218 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16523 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -2468223.750000 Penalty: 5009.640625
	Iteration 100F: 3 clusters Score -2468224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -2468224.500000 Penalty: 5009.640625
	Iteration 101Q: 3 clusters Score -2468224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -2468225.500000 Penalty: 5009.640625
	Iteration 102Q: 3 clusters Score -2468226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2468231.750000 Penalty: 5009.640625
	Iteration 103Q: 3 clusters Score -2468232 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2468228.250000 Penalty: 5009.640625
	Iteration 104Q: 3 clusters Score -2468228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -2468234.750000 Penalty: 5009.640625
	Iteration 105Q: 3 clusters Score -2468235 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -2468226.000000 Penalty: 5009.640625
	Iteration 106Q: 3 clusters Score -2468226 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -2468235.500000 Penalty: 5009.640625
	Iteration 107Q: 3 clusters Score -2468236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2468231.250000 Penalty: 5009.640625
	Iteration 108Q: 3 clusters Score -2468231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -2468234.500000 Penalty: 5009.640625
	Iteration 109Q: 3 clusters Score -2468234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2468230.750000 Penalty: 5009.640625
	Iteration 110Q: 3 clusters Score -2468231 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16750 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2468234.500000 Penalty: 5009.640625
	Iteration 111Q: 3 clusters Score -2468234 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -2468233.250000 Penalty: 5009.640625
	Iteration 112Q: 3 clusters Score -2468233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -2468244.000000 Penalty: 5009.640625
	Iteration 113Q: 3 clusters Score -2468244 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -2468244.750000 Penalty: 5009.640625
	Iteration 114Q: 3 clusters Score -2468245 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 7508 members 
Entering Unmasked Estep 
Score: -2468239.000000 Penalty: 5009.640625
	Iteration 115Q: 3 clusters Score -2468239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -2468248.500000 Penalty: 5009.640625
	Iteration 116Q: 3 clusters Score -2468248 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -2468257.000000 Penalty: 5009.640625
	Iteration 117Q: 3 clusters Score -2468257 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -2468250.250000 Penalty: 5009.640625
	Iteration 118Q: 3 clusters Score -2468250 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -2468252.500000 Penalty: 5009.640625
	Iteration 119Q: 3 clusters Score -2468252 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -2468251.000000 Penalty: 5009.640625
	Iteration 120F: 3 clusters Score -2468251 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -2468256.750000 Penalty: 5009.640625
	Iteration 121Q: 3 clusters Score -2468257 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17000 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2468255.500000 Penalty: 5009.640625
	Iteration 122Q: 3 clusters Score -2468256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2468260.000000 Penalty: 5009.640625
	Iteration 123Q: 3 clusters Score -2468260 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17050 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -2468265.250000 Penalty: 5009.640625
	Iteration 124Q: 3 clusters Score -2468265 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -2468267.750000 Penalty: 5009.640625
	Iteration 125Q: 3 clusters Score -2468268 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 7231 members 
Entering Unmasked Estep 
Score: -2468263.250000 Penalty: 5009.640625
	Iteration 126Q: 3 clusters Score -2468263 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -2468266.250000 Penalty: 5009.640625
	Iteration 127Q: 3 clusters Score -2468266 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -2468268.500000 Penalty: 5009.640625
	Iteration 128Q: 3 clusters Score -2468268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -2468274.250000 Penalty: 5009.640625
	Iteration 129Q: 3 clusters Score -2468274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17270 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -2468290.250000 Penalty: 5009.640625
	Iteration 130Q: 3 clusters Score -2468290 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17311 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -2468292.250000 Penalty: 5009.640625
	Iteration 131Q: 3 clusters Score -2468292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2468301.750000 Penalty: 5009.640625
	Iteration 132Q: 3 clusters Score -2468302 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -2468301.500000 Penalty: 5009.640625
	Iteration 133Q: 3 clusters Score -2468302 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -2468306.500000 Penalty: 5009.640625
	Iteration 134Q: 3 clusters Score -2468306 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17452 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -2468311.750000 Penalty: 5009.640625
	Iteration 135Q: 3 clusters Score -2468312 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -2468304.250000 Penalty: 5009.640625
	Iteration 136Q: 3 clusters Score -2468304 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -2468304.500000 Penalty: 5009.640625
	Iteration 137Q: 3 clusters Score -2468304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17530 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -2468307.000000 Penalty: 5009.640625
	Iteration 138Q: 3 clusters Score -2468307 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -2468307.250000 Penalty: 5009.640625
	Iteration 139Q: 3 clusters Score -2468307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -2468308.250000 Penalty: 5009.640625
	Iteration 140F: 3 clusters Score -2468308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -2468315.000000 Penalty: 5009.640625
	Iteration 141Q: 3 clusters Score -2468315 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -2468319.750000 Penalty: 5009.640625
	Iteration 142Q: 3 clusters Score -2468320 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2468317.250000 Penalty: 5009.640625
	Iteration 143Q: 3 clusters Score -2468317 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -2468322.250000 Penalty: 5009.640625
	Iteration 144Q: 3 clusters Score -2468322 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -2468329.500000 Penalty: 5009.640625
	Iteration 145Q: 3 clusters Score -2468330 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -2468334.500000 Penalty: 5009.640625
	Iteration 146Q: 3 clusters Score -2468334 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 6647 members 
Entering Unmasked Estep 
Score: -2468327.750000 Penalty: 5009.640625
	Iteration 147Q: 3 clusters Score -2468328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17712 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -2468329.500000 Penalty: 5009.640625
	Iteration 148Q: 3 clusters Score -2468330 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -2468332.750000 Penalty: 5009.640625
	Iteration 149Q: 3 clusters Score -2468333 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -2468331.250000 Penalty: 5009.640625
	Iteration 150Q: 3 clusters Score -2468331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17758 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2468337.000000 Penalty: 5009.640625
	Iteration 151Q: 3 clusters Score -2468337 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 6577 members 
Entering Unmasked Estep 
Score: -2468335.250000 Penalty: 5009.640625
	Iteration 152Q: 3 clusters Score -2468335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -2468334.500000 Penalty: 5009.640625
	Iteration 153Q: 3 clusters Score -2468334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17790 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -2468333.500000 Penalty: 5009.640625
	Iteration 154Q: 3 clusters Score -2468334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -2468342.000000 Penalty: 5009.640625
	Iteration 155Q: 3 clusters Score -2468342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -2468340.500000 Penalty: 5009.640625
	Iteration 156Q: 3 clusters Score -2468340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -2468337.750000 Penalty: 5009.640625
	Iteration 157Q: 3 clusters Score -2468338 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17839 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -2468338.500000 Penalty: 5009.640625
	Iteration 158Q: 3 clusters Score -2468338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -2468340.750000 Penalty: 5009.640625
	Iteration 159Q: 3 clusters Score -2468341 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2468339.000000 Penalty: 5009.640625
	Iteration 160F: 3 clusters Score -2468339 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -2468340.000000 Penalty: 5009.640625
	Iteration 161Q: 3 clusters Score -2468340 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17929 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2468344.250000 Penalty: 5009.640625
	Iteration 162Q: 3 clusters Score -2468344 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -2468352.000000 Penalty: 5009.640625
	Iteration 163Q: 3 clusters Score -2468352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -2468351.750000 Penalty: 5009.640625
	Iteration 164Q: 3 clusters Score -2468352 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -2468359.250000 Penalty: 5009.640625
	Iteration 165Q: 3 clusters Score -2468359 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2468357.250000 Penalty: 5009.640625
	Iteration 166Q: 3 clusters Score -2468357 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -2468354.500000 Penalty: 5009.640625
	Iteration 167Q: 3 clusters Score -2468354 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2468357.000000 Penalty: 5009.640625
	Iteration 168Q: 3 clusters Score -2468357 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -2468358.750000 Penalty: 5009.640625
	Iteration 169Q: 3 clusters Score -2468359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -2468356.500000 Penalty: 5009.640625
	Iteration 170Q: 3 clusters Score -2468356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18098 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -2468355.000000 Penalty: 5009.640625
	Iteration 171Q: 3 clusters Score -2468355 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2468355.250000 Penalty: 5009.640625
	Iteration 172Q: 3 clusters Score -2468355 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 6245 members 
Entering Unmasked Estep 
Score: -2468355.250000 Penalty: 5009.640625
	Iteration 173F: 3 clusters Score -2468355 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -777209.625000 Penalty: 2226.895264
	Iteration 0F: 2 clusters Score -777209.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -770905.125000 Penalty: 4453.790527
	Iteration 0F: 3 clusters Score -770905.1 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -772681.187500 Penalty: 4453.790527
	Iteration 1F: 3 clusters Score -772681.2 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -773025.062500 Penalty: 4453.790527
	Iteration 2F: 3 clusters Score -773025.1 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -773333.125000 Penalty: 4453.790527
	Iteration 3F: 3 clusters Score -773333.1 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -773625.000000 Penalty: 4453.790527
	Iteration 4F: 3 clusters Score -773625 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -773943.812500 Penalty: 4453.790527
	Iteration 5F: 3 clusters Score -773943.8 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -774257.750000 Penalty: 4453.790527
	Iteration 6F: 3 clusters Score -774257.8 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -774521.375000 Penalty: 4453.790527
	Iteration 7Q: 3 clusters Score -774521.4 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -774744.687500 Penalty: 4453.790527
	Iteration 8Q: 3 clusters Score -774744.7 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -774921.125000 Penalty: 4453.790527
	Iteration 9Q: 3 clusters Score -774921.1 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -775077.250000 Penalty: 4453.790527
	Iteration 10Q: 3 clusters Score -775077.2 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 3599 members 
Entering Unmasked Estep 
Score: -775195.625000 Penalty: 4453.790527
	Iteration 11Q: 3 clusters Score -775195.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -775292.187500 Penalty: 4453.790527
	Iteration 12Q: 3 clusters Score -775292.2 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -775387.187500 Penalty: 4453.790527
	Iteration 13Q: 3 clusters Score -775387.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -775468.625000 Penalty: 4453.790527
	Iteration 14Q: 3 clusters Score -775468.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -775532.062500 Penalty: 4453.790527
	Iteration 15Q: 3 clusters Score -775532.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -775582.812500 Penalty: 4453.790527
	Iteration 16Q: 3 clusters Score -775582.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -775624.125000 Penalty: 4453.790527
	Iteration 17Q: 3 clusters Score -775624.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -775666.937500 Penalty: 4453.790527
	Iteration 18Q: 3 clusters Score -775666.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -775712.500000 Penalty: 4453.790527
	Iteration 19Q: 3 clusters Score -775712.5 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -775751.625000 Penalty: 4453.790527
	Iteration 20F: 3 clusters Score -775751.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -775790.187500 Penalty: 4453.790527
	Iteration 21Q: 3 clusters Score -775790.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -775818.375000 Penalty: 4453.790527
	Iteration 22Q: 3 clusters Score -775818.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -775844.500000 Penalty: 4453.790527
	Iteration 23Q: 3 clusters Score -775844.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -775869.187500 Penalty: 4453.790527
	Iteration 24Q: 3 clusters Score -775869.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -775887.437500 Penalty: 4453.790527
	Iteration 25Q: 3 clusters Score -775887.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -775904.062500 Penalty: 4453.790527
	Iteration 26Q: 3 clusters Score -775904.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -775916.375000 Penalty: 4453.790527
	Iteration 27Q: 3 clusters Score -775916.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -775921.937500 Penalty: 4453.790527
	Iteration 28Q: 3 clusters Score -775921.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -775930.375000 Penalty: 4453.790527
	Iteration 29Q: 3 clusters Score -775930.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -775932.750000 Penalty: 4453.790527
	Iteration 30Q: 3 clusters Score -775932.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -775937.500000 Penalty: 4453.790527
	Iteration 31Q: 3 clusters Score -775937.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -775941.687500 Penalty: 4453.790527
	Iteration 32Q: 3 clusters Score -775941.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -775942.937500 Penalty: 4453.790527
	Iteration 33Q: 3 clusters Score -775942.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -775947.250000 Penalty: 4453.790527
	Iteration 34Q: 3 clusters Score -775947.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -775947.750000 Penalty: 4453.790527
	Iteration 35Q: 3 clusters Score -775947.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -775948.687500 Penalty: 4453.790527
	Iteration 36Q: 3 clusters Score -775948.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -775950.062500 Penalty: 4453.790527
	Iteration 37Q: 3 clusters Score -775950.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -775950.437500 Penalty: 4453.790527
	Iteration 38Q: 3 clusters Score -775950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -775950.562500 Penalty: 4453.790527
	Iteration 39Q: 3 clusters Score -775950.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -775951.000000 Penalty: 4453.790527
	Iteration 40F: 3 clusters Score -775951 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -775950.437500 Penalty: 4453.790527
	Iteration 41Q: 3 clusters Score -775950.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -775953.750000 Penalty: 4453.790527
	Iteration 42Q: 3 clusters Score -775953.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -775956.750000 Penalty: 4453.790527
	Iteration 43Q: 3 clusters Score -775956.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -775955.812500 Penalty: 4453.790527
	Iteration 44Q: 3 clusters Score -775955.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -775955.750000 Penalty: 4453.790527
	Iteration 45Q: 3 clusters Score -775955.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -775955.750000 Penalty: 4453.790527
	Iteration 46F: 3 clusters Score -775955.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -42044.890625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -42044.89 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 232 members 
Entering Unmasked Estep 
Score: -40595.621094 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40595.62 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -40760.261719 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40760.26 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40843.636719 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -40843.64 nChanged 14
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: -40889.664062 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -40889.66 nChanged 4
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: -40910.667969 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -40910.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40937.265625 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -40937.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -40954.414062 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -40954.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -40977.632812 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -40977.63 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41016.660156 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -41016.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41111.023438 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -41111.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41184.136719 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -41184.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41199.593750 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -41199.59 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -41215.734375 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -41215.73 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41231.035156 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -41231.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -41244.683594 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -41244.68 nChanged 3
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: -41253.925781 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -41253.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -41255.265625 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -41255.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41258.562500 Penalty: 3020.166260
	Iteration 17Q: 3 clusters Score -41258.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -41263.039062 Penalty: 3020.166260
	Iteration 18Q: 3 clusters Score -41263.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41272.816406 Penalty: 3020.166260
	Iteration 19Q: 3 clusters Score -41272.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -41272.816406 Penalty: 3020.166260
	Iteration 20F: 3 clusters Score -41272.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -245299.265625 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -245299.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -242570.812500 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -242570.8 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -243426.015625 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -243426 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -244005.375000 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -244005.4 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -244694.031250 Penalty: 3846.435547
	Iteration 3F: 3 clusters Score -244694 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -245484.640625 Penalty: 3846.435547
	Iteration 4F: 3 clusters Score -245484.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -245766.062500 Penalty: 3846.435547
	Iteration 5F: 3 clusters Score -245766.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -245885.015625 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -245885 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -245965.843750 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -245965.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -246046.671875 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -246046.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -246134.656250 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -246134.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -246188.687500 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -246188.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -246209.015625 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -246209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -246218.046875 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -246218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -246223.078125 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -246223.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -246225.687500 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -246225.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -246228.421875 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -246228.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -246229.250000 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -246229.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -246229.703125 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -246229.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -246229.703125 Penalty: 3846.435547
	Iteration 18F: 3 clusters Score -246229.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7938 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 1218 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 186800 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 227280 members 
Mstep: Class 9 contains 83570 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 19548 members 
Mstep: Class 13 contains 159477 members 
Mstep: Class 14 contains 15911 members 
Mstep: Class 15 contains 19577 members 
Mstep: Class 16 contains 170198 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 192010 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 13771 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10220 members 
Mstep: Class 24 contains 215834 members 
Mstep: Class 25 contains 2536 members 
Mstep: Class 26 contains 1115 members 
Entering Unmasked Estep 
Score: -161439872.000000 Penalty: 91337.375000
Splitting cluster 4 changes total score from -161441072.000000 to -161439872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (497 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Entering Unmasked Estep 
Score: -50769.769531 Penalty: 1539.730347
	Iteration 0F: 2 clusters Score -50769.77 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 248 members 
Entering Unmasked Estep 
Score: -49243.625000 Penalty: 3079.460693
	Iteration 0F: 3 clusters Score -49243.62 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49403.257812 Penalty: 3079.460693
	Iteration 1F: 3 clusters Score -49403.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49462.441406 Penalty: 3079.460693
	Iteration 2F: 3 clusters Score -49462.44 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49472.968750 Penalty: 3079.460693
	Iteration 3Q: 3 clusters Score -49472.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49482.871094 Penalty: 3079.460693
	Iteration 4Q: 3 clusters Score -49482.87 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49484.535156 Penalty: 3079.460693
	Iteration 5Q: 3 clusters Score -49484.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -49485.339844 Penalty: 3079.460693
	Iteration 6Q: 3 clusters Score -49485.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49489.285156 Penalty: 3079.460693
	Iteration 7Q: 3 clusters Score -49489.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49494.250000 Penalty: 3079.460693
	Iteration 8Q: 3 clusters Score -49494.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49496.246094 Penalty: 3079.460693
	Iteration 9Q: 3 clusters Score -49496.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -49496.246094 Penalty: 3079.460693
	Iteration 10F: 3 clusters Score -49496.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (186800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186800 members 
Entering Unmasked Estep 
Score: -22036180.000000 Penalty: 3010.172852
	Iteration 0F: 2 clusters Score -2.203618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93584 members 
Mstep: Class 2 contains 93216 members 
Entering Unmasked Estep 
Score: -21913504.000000 Penalty: 6020.345703
	Iteration 0F: 3 clusters Score -2.19135e+07 nChanged 89772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97828 members 
Mstep: Class 2 contains 88972 members 
Entering Unmasked Estep 
Score: -21966998.000000 Penalty: 6020.345703
	Iteration 1F: 3 clusters Score -2.1967e+07 nChanged 6405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100779 members 
Mstep: Class 2 contains 86021 members 
Entering Unmasked Estep 
Score: -21968592.000000 Penalty: 6020.345703
	Iteration 2Q: 3 clusters Score -2.196859e+07 nChanged 7391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105332 members 
Mstep: Class 2 contains 81468 members 
Entering Unmasked Estep 
Score: -21971350.000000 Penalty: 6020.345703
	Iteration 3Q: 3 clusters Score -2.197135e+07 nChanged 9045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111961 members 
Mstep: Class 2 contains 74839 members 
Entering Unmasked Estep 
Score: -21975258.000000 Penalty: 6020.345703
	Iteration 4Q: 3 clusters Score -2.197526e+07 nChanged 11165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121094 members 
Mstep: Class 2 contains 65706 members 
Entering Unmasked Estep 
Score: -21981718.000000 Penalty: 6020.345703
	Iteration 5F: 3 clusters Score -2.198172e+07 nChanged 13495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132947 members 
Mstep: Class 2 contains 53853 members 
Entering Unmasked Estep 
Score: -21991854.000000 Penalty: 6020.345703
	Iteration 6F: 3 clusters Score -2.199185e+07 nChanged 14288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145951 members 
Mstep: Class 2 contains 40849 members 
Entering Unmasked Estep 
Score: -22004520.000000 Penalty: 6020.345703
	Iteration 7F: 3 clusters Score -2.200452e+07 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157421 members 
Mstep: Class 2 contains 29379 members 
Entering Unmasked Estep 
Score: -22015754.000000 Penalty: 6020.345703
	Iteration 8F: 3 clusters Score -2.201575e+07 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165841 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -22023288.000000 Penalty: 6020.345703
	Iteration 9Q: 3 clusters Score -2.202329e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171463 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -22027538.000000 Penalty: 6020.345703
	Iteration 10Q: 3 clusters Score -2.202754e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175303 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -22029746.000000 Penalty: 6020.345703
	Iteration 11Q: 3 clusters Score -2.202975e+07 nChanged 2865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178076 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -22031462.000000 Penalty: 6020.345703
	Iteration 12Q: 3 clusters Score -2.203146e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180140 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -22032432.000000 Penalty: 6020.345703
	Iteration 13Q: 3 clusters Score -2.203243e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181612 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -22033172.000000 Penalty: 6020.345703
	Iteration 14Q: 3 clusters Score -2.203317e+07 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182619 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -22033674.000000 Penalty: 6020.345703
	Iteration 15Q: 3 clusters Score -2.203367e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183329 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -22033940.000000 Penalty: 6020.345703
	Iteration 16Q: 3 clusters Score -2.203394e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183839 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -22034198.000000 Penalty: 6020.345703
	Iteration 17Q: 3 clusters Score -2.20342e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184175 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -22034420.000000 Penalty: 6020.345703
	Iteration 18Q: 3 clusters Score -2.203442e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184421 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -22034528.000000 Penalty: 6020.345703
	Iteration 19Q: 3 clusters Score -2.203453e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184559 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -22034704.000000 Penalty: 6020.345703
	Iteration 20F: 3 clusters Score -2.20347e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184652 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -22034854.000000 Penalty: 6020.345703
	Iteration 21Q: 3 clusters Score -2.203485e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184728 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -22034934.000000 Penalty: 6020.345703
	Iteration 22Q: 3 clusters Score -2.203493e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184758 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -22035060.000000 Penalty: 6020.345703
	Iteration 23Q: 3 clusters Score -2.203506e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184783 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -22035118.000000 Penalty: 6020.345703
	Iteration 24Q: 3 clusters Score -2.203512e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184803 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -22035188.000000 Penalty: 6020.345703
	Iteration 25Q: 3 clusters Score -2.203519e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184803 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -22035206.000000 Penalty: 6020.345703
	Iteration 26Q: 3 clusters Score -2.203521e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184778 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -22035216.000000 Penalty: 6020.345703
	Iteration 27Q: 3 clusters Score -2.203522e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184761 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -22035214.000000 Penalty: 6020.345703
	Iteration 28Q: 3 clusters Score -2.203521e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184748 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -22035216.000000 Penalty: 6020.345703
	Iteration 29Q: 3 clusters Score -2.203522e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184745 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -22035224.000000 Penalty: 6020.345703
	Iteration 30Q: 3 clusters Score -2.203522e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184731 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -22035242.000000 Penalty: 6020.345703
	Iteration 31Q: 3 clusters Score -2.203524e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184722 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -22035270.000000 Penalty: 6020.345703
	Iteration 32Q: 3 clusters Score -2.203527e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184717 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -22035290.000000 Penalty: 6020.345703
	Iteration 33Q: 3 clusters Score -2.203529e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184719 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -22035286.000000 Penalty: 6020.345703
	Iteration 34Q: 3 clusters Score -2.203529e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184710 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -22035288.000000 Penalty: 6020.345703
	Iteration 35Q: 3 clusters Score -2.203529e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184713 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -22035318.000000 Penalty: 6020.345703
	Iteration 36Q: 3 clusters Score -2.203532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184706 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -22035318.000000 Penalty: 6020.345703
	Iteration 37Q: 3 clusters Score -2.203532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184701 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -22035312.000000 Penalty: 6020.345703
	Iteration 38Q: 3 clusters Score -2.203531e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184706 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -22035332.000000 Penalty: 6020.345703
	Iteration 39Q: 3 clusters Score -2.203533e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184711 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -22035326.000000 Penalty: 6020.345703
	Iteration 40F: 3 clusters Score -2.203533e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184711 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -22035370.000000 Penalty: 6020.345703
	Iteration 41Q: 3 clusters Score -2.203537e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184707 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -22035342.000000 Penalty: 6020.345703
	Iteration 42Q: 3 clusters Score -2.203534e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184701 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -22035344.000000 Penalty: 6020.345703
	Iteration 43Q: 3 clusters Score -2.203534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184699 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -22035342.000000 Penalty: 6020.345703
	Iteration 44Q: 3 clusters Score -2.203534e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184697 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -22035346.000000 Penalty: 6020.345703
	Iteration 45Q: 3 clusters Score -2.203535e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184695 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -22035340.000000 Penalty: 6020.345703
	Iteration 46Q: 3 clusters Score -2.203534e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184697 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -22035362.000000 Penalty: 6020.345703
	Iteration 47Q: 3 clusters Score -2.203536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184696 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -22035364.000000 Penalty: 6020.345703
	Iteration 48Q: 3 clusters Score -2.203536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184694 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -22035358.000000 Penalty: 6020.345703
	Iteration 49Q: 3 clusters Score -2.203536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184696 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -22035376.000000 Penalty: 6020.345703
	Iteration 50Q: 3 clusters Score -2.203538e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184692 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -22035378.000000 Penalty: 6020.345703
	Iteration 51Q: 3 clusters Score -2.203538e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184692 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -22035360.000000 Penalty: 6020.345703
	Iteration 52Q: 3 clusters Score -2.203536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184689 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -22035358.000000 Penalty: 6020.345703
	Iteration 53Q: 3 clusters Score -2.203536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184689 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -22035364.000000 Penalty: 6020.345703
	Iteration 54Q: 3 clusters Score -2.203536e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184690 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -22035368.000000 Penalty: 6020.345703
	Iteration 55Q: 3 clusters Score -2.203537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184688 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -22035378.000000 Penalty: 6020.345703
	Iteration 56Q: 3 clusters Score -2.203538e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184686 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -22035370.000000 Penalty: 6020.345703
	Iteration 57Q: 3 clusters Score -2.203537e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184681 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -22035372.000000 Penalty: 6020.345703
	Iteration 58Q: 3 clusters Score -2.203537e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184679 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -22035364.000000 Penalty: 6020.345703
	Iteration 59Q: 3 clusters Score -2.203536e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184681 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -22035366.000000 Penalty: 6020.345703
	Iteration 60F: 3 clusters Score -2.203537e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184676 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -22035396.000000 Penalty: 6020.345703
	Iteration 61Q: 3 clusters Score -2.20354e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184683 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -22035406.000000 Penalty: 6020.345703
	Iteration 62Q: 3 clusters Score -2.203541e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184683 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -22035410.000000 Penalty: 6020.345703
	Iteration 63Q: 3 clusters Score -2.203541e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184677 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -22035398.000000 Penalty: 6020.345703
	Iteration 64Q: 3 clusters Score -2.20354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184671 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -22035392.000000 Penalty: 6020.345703
	Iteration 65Q: 3 clusters Score -2.203539e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184666 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -22035386.000000 Penalty: 6020.345703
	Iteration 66Q: 3 clusters Score -2.203539e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184661 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -22035396.000000 Penalty: 6020.345703
	Iteration 67Q: 3 clusters Score -2.20354e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184660 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -22035406.000000 Penalty: 6020.345703
	Iteration 68Q: 3 clusters Score -2.203541e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184654 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -22035420.000000 Penalty: 6020.345703
	Iteration 69Q: 3 clusters Score -2.203542e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184651 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -22035402.000000 Penalty: 6020.345703
	Iteration 70Q: 3 clusters Score -2.20354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184653 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -22035406.000000 Penalty: 6020.345703
	Iteration 71Q: 3 clusters Score -2.203541e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184649 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -22035416.000000 Penalty: 6020.345703
	Iteration 72Q: 3 clusters Score -2.203542e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184644 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -22035400.000000 Penalty: 6020.345703
	Iteration 73Q: 3 clusters Score -2.20354e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184636 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -22035400.000000 Penalty: 6020.345703
	Iteration 74Q: 3 clusters Score -2.20354e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184631 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -22035438.000000 Penalty: 6020.345703
	Iteration 75Q: 3 clusters Score -2.203544e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -22035424.000000 Penalty: 6020.345703
	Iteration 76Q: 3 clusters Score -2.203542e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184629 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -22035436.000000 Penalty: 6020.345703
	Iteration 77Q: 3 clusters Score -2.203544e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184628 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -22035414.000000 Penalty: 6020.345703
	Iteration 78Q: 3 clusters Score -2.203541e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184623 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -22035420.000000 Penalty: 6020.345703
	Iteration 79Q: 3 clusters Score -2.203542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184618 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -22035420.000000 Penalty: 6020.345703
	Iteration 80F: 3 clusters Score -2.203542e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -22035406.000000 Penalty: 6020.345703
	Iteration 81Q: 3 clusters Score -2.203541e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184614 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -22035416.000000 Penalty: 6020.345703
	Iteration 82Q: 3 clusters Score -2.203542e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184614 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -22035420.000000 Penalty: 6020.345703
	Iteration 83Q: 3 clusters Score -2.203542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184614 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -22035420.000000 Penalty: 6020.345703
	Iteration 84Q: 3 clusters Score -2.203542e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -22035408.000000 Penalty: 6020.345703
	Iteration 85Q: 3 clusters Score -2.203541e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184614 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -22035404.000000 Penalty: 6020.345703
	Iteration 86Q: 3 clusters Score -2.20354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -22035416.000000 Penalty: 6020.345703
	Iteration 87Q: 3 clusters Score -2.203542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184617 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -22035412.000000 Penalty: 6020.345703
	Iteration 88Q: 3 clusters Score -2.203541e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184617 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -22035410.000000 Penalty: 6020.345703
	Iteration 89Q: 3 clusters Score -2.203541e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184616 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -22035404.000000 Penalty: 6020.345703
	Iteration 90Q: 3 clusters Score -2.20354e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -22035404.000000 Penalty: 6020.345703
	Iteration 91Q: 3 clusters Score -2.20354e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184615 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -22035404.000000 Penalty: 6020.345703
	Iteration 92F: 3 clusters Score -2.20354e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Entering Unmasked Estep 
Score: -402364.843750 Penalty: 2027.116699
	Iteration 0F: 2 clusters Score -402364.8 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 1795 members 
Entering Unmasked Estep 
Score: -398758.093750 Penalty: 4054.233398
	Iteration 0F: 3 clusters Score -398758.1 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -399483.031250 Penalty: 4054.233398
	Iteration 1F: 3 clusters Score -399483 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -399655.062500 Penalty: 4054.233398
	Iteration 2F: 3 clusters Score -399655.1 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -399782.750000 Penalty: 4054.233398
	Iteration 3F: 3 clusters Score -399782.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -399853.062500 Penalty: 4054.233398
	Iteration 4Q: 3 clusters Score -399853.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -399892.593750 Penalty: 4054.233398
	Iteration 5Q: 3 clusters Score -399892.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -399918.218750 Penalty: 4054.233398
	Iteration 6Q: 3 clusters Score -399918.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -399933.156250 Penalty: 4054.233398
	Iteration 7Q: 3 clusters Score -399933.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -399944.093750 Penalty: 4054.233398
	Iteration 8Q: 3 clusters Score -399944.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -399957.187500 Penalty: 4054.233398
	Iteration 9Q: 3 clusters Score -399957.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -399965.937500 Penalty: 4054.233398
	Iteration 10Q: 3 clusters Score -399965.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -399972.468750 Penalty: 4054.233398
	Iteration 11Q: 3 clusters Score -399972.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -399976.687500 Penalty: 4054.233398
	Iteration 12Q: 3 clusters Score -399976.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -399980.281250 Penalty: 4054.233398
	Iteration 13Q: 3 clusters Score -399980.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -399982.093750 Penalty: 4054.233398
	Iteration 14Q: 3 clusters Score -399982.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -399984.062500 Penalty: 4054.233398
	Iteration 15Q: 3 clusters Score -399984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -399985.281250 Penalty: 4054.233398
	Iteration 16Q: 3 clusters Score -399985.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -399987.187500 Penalty: 4054.233398
	Iteration 17Q: 3 clusters Score -399987.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -399988.093750 Penalty: 4054.233398
	Iteration 18Q: 3 clusters Score -399988.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -399989.312500 Penalty: 4054.233398
	Iteration 19Q: 3 clusters Score -399989.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -399991.968750 Penalty: 4054.233398
	Iteration 20F: 3 clusters Score -399992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -399993.593750 Penalty: 4054.233398
	Iteration 21Q: 3 clusters Score -399993.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -399994.093750 Penalty: 4054.233398
	Iteration 22Q: 3 clusters Score -399994.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -399994.250000 Penalty: 4054.233398
	Iteration 23Q: 3 clusters Score -399994.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -399994.593750 Penalty: 4054.233398
	Iteration 24Q: 3 clusters Score -399994.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -399994.906250 Penalty: 4054.233398
	Iteration 25Q: 3 clusters Score -399994.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -399994.906250 Penalty: 4054.233398
	Iteration 26F: 3 clusters Score -399994.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (227280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227280 members 
Entering Unmasked Estep 
Score: -26700178.000000 Penalty: 3058.816650
	Iteration 0F: 2 clusters Score -2.670018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113474 members 
Mstep: Class 2 contains 113806 members 
Entering Unmasked Estep 
Score: -26552574.000000 Penalty: 6117.633301
	Iteration 0F: 3 clusters Score -2.655257e+07 nChanged 109799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109373 members 
Mstep: Class 2 contains 117907 members 
Entering Unmasked Estep 
Score: -26616978.000000 Penalty: 6117.633301
	Iteration 1F: 3 clusters Score -2.661698e+07 nChanged 6543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106434 members 
Mstep: Class 2 contains 120846 members 
Entering Unmasked Estep 
Score: -26618774.000000 Penalty: 6117.633301
	Iteration 2Q: 3 clusters Score -2.661877e+07 nChanged 7683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101913 members 
Mstep: Class 2 contains 125367 members 
Entering Unmasked Estep 
Score: -26621178.000000 Penalty: 6117.633301
	Iteration 3Q: 3 clusters Score -2.662118e+07 nChanged 9908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95061 members 
Mstep: Class 2 contains 132219 members 
Entering Unmasked Estep 
Score: -26625202.000000 Penalty: 6117.633301
	Iteration 4Q: 3 clusters Score -2.66252e+07 nChanged 13147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85052 members 
Mstep: Class 2 contains 142228 members 
Entering Unmasked Estep 
Score: -26632602.000000 Penalty: 6117.633301
	Iteration 5F: 3 clusters Score -2.66326e+07 nChanged 16794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71482 members 
Mstep: Class 2 contains 155798 members 
Entering Unmasked Estep 
Score: -26644984.000000 Penalty: 6117.633301
	Iteration 6F: 3 clusters Score -2.664498e+07 nChanged 18826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55668 members 
Mstep: Class 2 contains 171612 members 
Entering Unmasked Estep 
Score: -26661032.000000 Penalty: 6117.633301
	Iteration 7F: 3 clusters Score -2.666103e+07 nChanged 16618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41288 members 
Mstep: Class 2 contains 185992 members 
Entering Unmasked Estep 
Score: -26675770.000000 Penalty: 6117.633301
	Iteration 8F: 3 clusters Score -2.667577e+07 nChanged 11810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 196180 members 
Entering Unmasked Estep 
Score: -26686334.000000 Penalty: 6117.633301
	Iteration 9F: 3 clusters Score -2.668633e+07 nChanged 7304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25246 members 
Mstep: Class 2 contains 202034 members 
Entering Unmasked Estep 
Score: -26692888.000000 Penalty: 6117.633301
	Iteration 10Q: 3 clusters Score -2.669289e+07 nChanged 4415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Mstep: Class 2 contains 205433 members 
Entering Unmasked Estep 
Score: -26696302.000000 Penalty: 6117.633301
	Iteration 11Q: 3 clusters Score -2.66963e+07 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19592 members 
Mstep: Class 2 contains 207688 members 
Entering Unmasked Estep 
Score: -26698212.000000 Penalty: 6117.633301
	Iteration 12Q: 3 clusters Score -2.669821e+07 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 209367 members 
Entering Unmasked Estep 
Score: -26699256.000000 Penalty: 6117.633301
	Iteration 13Q: 3 clusters Score -2.669926e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16653 members 
Mstep: Class 2 contains 210627 members 
Entering Unmasked Estep 
Score: -26699932.000000 Penalty: 6117.633301
	Iteration 14Q: 3 clusters Score -2.669993e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 211628 members 
Entering Unmasked Estep 
Score: -26700376.000000 Penalty: 6117.633301
	Iteration 15Q: 3 clusters Score -2.670038e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14826 members 
Mstep: Class 2 contains 212454 members 
Entering Unmasked Estep 
Score: -26700564.000000 Penalty: 6117.633301
	Iteration 16Q: 3 clusters Score -2.670056e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 213100 members 
Entering Unmasked Estep 
Score: -26700536.000000 Penalty: 6117.633301
	Iteration 17Q: 3 clusters Score -2.670054e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13606 members 
Mstep: Class 2 contains 213674 members 
Entering Unmasked Estep 
Score: -26700522.000000 Penalty: 6117.633301
	Iteration 18Q: 3 clusters Score -2.670052e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 214206 members 
Entering Unmasked Estep 
Score: -26700472.000000 Penalty: 6117.633301
	Iteration 19Q: 3 clusters Score -2.670047e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 214668 members 
Entering Unmasked Estep 
Score: -26700366.000000 Penalty: 6117.633301
	Iteration 20F: 3 clusters Score -2.670037e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12182 members 
Mstep: Class 2 contains 215098 members 
Entering Unmasked Estep 
Score: -26700448.000000 Penalty: 6117.633301
	Iteration 21Q: 3 clusters Score -2.670045e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11773 members 
Mstep: Class 2 contains 215507 members 
Entering Unmasked Estep 
Score: -26700466.000000 Penalty: 6117.633301
	Iteration 22Q: 3 clusters Score -2.670047e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 215834 members 
Entering Unmasked Estep 
Score: -26700448.000000 Penalty: 6117.633301
	Iteration 23Q: 3 clusters Score -2.670045e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11115 members 
Mstep: Class 2 contains 216165 members 
Entering Unmasked Estep 
Score: -26700488.000000 Penalty: 6117.633301
	Iteration 24Q: 3 clusters Score -2.670049e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 216491 members 
Entering Unmasked Estep 
Score: -26700460.000000 Penalty: 6117.633301
	Iteration 25Q: 3 clusters Score -2.670046e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 216778 members 
Entering Unmasked Estep 
Score: -26700346.000000 Penalty: 6117.633301
	Iteration 26Q: 3 clusters Score -2.670035e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 217045 members 
Entering Unmasked Estep 
Score: -26700290.000000 Penalty: 6117.633301
	Iteration 27Q: 3 clusters Score -2.670029e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 217313 members 
Entering Unmasked Estep 
Score: -26700276.000000 Penalty: 6117.633301
	Iteration 28Q: 3 clusters Score -2.670028e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9712 members 
Mstep: Class 2 contains 217568 members 
Entering Unmasked Estep 
Score: -26700242.000000 Penalty: 6117.633301
	Iteration 29Q: 3 clusters Score -2.670024e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 217780 members 
Entering Unmasked Estep 
Score: -26700242.000000 Penalty: 6117.633301
	Iteration 30Q: 3 clusters Score -2.670024e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9300 members 
Mstep: Class 2 contains 217980 members 
Entering Unmasked Estep 
Score: -26700214.000000 Penalty: 6117.633301
	Iteration 31Q: 3 clusters Score -2.670021e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 218173 members 
Entering Unmasked Estep 
Score: -26700210.000000 Penalty: 6117.633301
	Iteration 32Q: 3 clusters Score -2.670021e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 218376 members 
Entering Unmasked Estep 
Score: -26700184.000000 Penalty: 6117.633301
	Iteration 33Q: 3 clusters Score -2.670018e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 218565 members 
Entering Unmasked Estep 
Score: -26700116.000000 Penalty: 6117.633301
	Iteration 34Q: 3 clusters Score -2.670012e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 218744 members 
Entering Unmasked Estep 
Score: -26700084.000000 Penalty: 6117.633301
	Iteration 35Q: 3 clusters Score -2.670008e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 218900 members 
Entering Unmasked Estep 
Score: -26700080.000000 Penalty: 6117.633301
	Iteration 36Q: 3 clusters Score -2.670008e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 219059 members 
Entering Unmasked Estep 
Score: -26700060.000000 Penalty: 6117.633301
	Iteration 37Q: 3 clusters Score -2.670006e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 219208 members 
Entering Unmasked Estep 
Score: -26699986.000000 Penalty: 6117.633301
	Iteration 38Q: 3 clusters Score -2.669999e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7934 members 
Mstep: Class 2 contains 219346 members 
Entering Unmasked Estep 
Score: -26699966.000000 Penalty: 6117.633301
	Iteration 39Q: 3 clusters Score -2.669997e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 219464 members 
Entering Unmasked Estep 
Score: -26699978.000000 Penalty: 6117.633301
	Iteration 40F: 3 clusters Score -2.669998e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 219578 members 
Entering Unmasked Estep 
Score: -26699982.000000 Penalty: 6117.633301
	Iteration 41Q: 3 clusters Score -2.669998e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 219682 members 
Entering Unmasked Estep 
Score: -26699966.000000 Penalty: 6117.633301
	Iteration 42Q: 3 clusters Score -2.669997e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 219773 members 
Entering Unmasked Estep 
Score: -26699922.000000 Penalty: 6117.633301
	Iteration 43Q: 3 clusters Score -2.669992e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 219858 members 
Entering Unmasked Estep 
Score: -26699938.000000 Penalty: 6117.633301
	Iteration 44Q: 3 clusters Score -2.669994e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 219945 members 
Entering Unmasked Estep 
Score: -26699960.000000 Penalty: 6117.633301
	Iteration 45Q: 3 clusters Score -2.669996e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 220026 members 
Entering Unmasked Estep 
Score: -26699960.000000 Penalty: 6117.633301
	Iteration 46Q: 3 clusters Score -2.669996e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 220119 members 
Entering Unmasked Estep 
Score: -26699930.000000 Penalty: 6117.633301
	Iteration 47Q: 3 clusters Score -2.669993e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 220197 members 
Entering Unmasked Estep 
Score: -26699958.000000 Penalty: 6117.633301
	Iteration 48Q: 3 clusters Score -2.669996e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 220268 members 
Entering Unmasked Estep 
Score: -26699934.000000 Penalty: 6117.633301
	Iteration 49Q: 3 clusters Score -2.669993e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 220323 members 
Entering Unmasked Estep 
Score: -26699920.000000 Penalty: 6117.633301
	Iteration 50Q: 3 clusters Score -2.669992e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 220385 members 
Entering Unmasked Estep 
Score: -26699908.000000 Penalty: 6117.633301
	Iteration 51Q: 3 clusters Score -2.669991e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 220432 members 
Entering Unmasked Estep 
Score: -26699914.000000 Penalty: 6117.633301
	Iteration 52Q: 3 clusters Score -2.669991e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 220472 members 
Entering Unmasked Estep 
Score: -26699936.000000 Penalty: 6117.633301
	Iteration 53Q: 3 clusters Score -2.669994e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 220505 members 
Entering Unmasked Estep 
Score: -26699918.000000 Penalty: 6117.633301
	Iteration 54Q: 3 clusters Score -2.669992e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 220534 members 
Entering Unmasked Estep 
Score: -26699932.000000 Penalty: 6117.633301
	Iteration 55Q: 3 clusters Score -2.669993e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 220565 members 
Entering Unmasked Estep 
Score: -26699938.000000 Penalty: 6117.633301
	Iteration 56Q: 3 clusters Score -2.669994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 220599 members 
Entering Unmasked Estep 
Score: -26699894.000000 Penalty: 6117.633301
	Iteration 57Q: 3 clusters Score -2.669989e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 220627 members 
Entering Unmasked Estep 
Score: -26699894.000000 Penalty: 6117.633301
	Iteration 58Q: 3 clusters Score -2.669989e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6624 members 
Mstep: Class 2 contains 220656 members 
Entering Unmasked Estep 
Score: -26699864.000000 Penalty: 6117.633301
	Iteration 59Q: 3 clusters Score -2.669986e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 220682 members 
Entering Unmasked Estep 
Score: -26699848.000000 Penalty: 6117.633301
	Iteration 60F: 3 clusters Score -2.669985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 220705 members 
Entering Unmasked Estep 
Score: -26699854.000000 Penalty: 6117.633301
	Iteration 61Q: 3 clusters Score -2.669985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 220738 members 
Entering Unmasked Estep 
Score: -26699840.000000 Penalty: 6117.633301
	Iteration 62Q: 3 clusters Score -2.669984e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 220768 members 
Entering Unmasked Estep 
Score: -26699868.000000 Penalty: 6117.633301
	Iteration 63Q: 3 clusters Score -2.669987e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 220792 members 
Entering Unmasked Estep 
Score: -26699846.000000 Penalty: 6117.633301
	Iteration 64Q: 3 clusters Score -2.669985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 220817 members 
Entering Unmasked Estep 
Score: -26699844.000000 Penalty: 6117.633301
	Iteration 65Q: 3 clusters Score -2.669984e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 220848 members 
Entering Unmasked Estep 
Score: -26699850.000000 Penalty: 6117.633301
	Iteration 66Q: 3 clusters Score -2.669985e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6401 members 
Mstep: Class 2 contains 220879 members 
Entering Unmasked Estep 
Score: -26699862.000000 Penalty: 6117.633301
	Iteration 67Q: 3 clusters Score -2.669986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 220908 members 
Entering Unmasked Estep 
Score: -26699832.000000 Penalty: 6117.633301
	Iteration 68Q: 3 clusters Score -2.669983e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 220939 members 
Entering Unmasked Estep 
Score: -26699834.000000 Penalty: 6117.633301
	Iteration 69Q: 3 clusters Score -2.669983e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 220958 members 
Entering Unmasked Estep 
Score: -26699850.000000 Penalty: 6117.633301
	Iteration 70Q: 3 clusters Score -2.669985e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 220975 members 
Entering Unmasked Estep 
Score: -26699846.000000 Penalty: 6117.633301
	Iteration 71Q: 3 clusters Score -2.669985e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 220986 members 
Entering Unmasked Estep 
Score: -26699854.000000 Penalty: 6117.633301
	Iteration 72Q: 3 clusters Score -2.669985e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 220998 members 
Entering Unmasked Estep 
Score: -26699872.000000 Penalty: 6117.633301
	Iteration 73Q: 3 clusters Score -2.669987e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 221013 members 
Entering Unmasked Estep 
Score: -26699882.000000 Penalty: 6117.633301
	Iteration 74Q: 3 clusters Score -2.669988e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 221030 members 
Entering Unmasked Estep 
Score: -26699864.000000 Penalty: 6117.633301
	Iteration 75Q: 3 clusters Score -2.669986e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 221051 members 
Entering Unmasked Estep 
Score: -26699876.000000 Penalty: 6117.633301
	Iteration 76Q: 3 clusters Score -2.669988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 221082 members 
Entering Unmasked Estep 
Score: -26699852.000000 Penalty: 6117.633301
	Iteration 77Q: 3 clusters Score -2.669985e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 221112 members 
Entering Unmasked Estep 
Score: -26699848.000000 Penalty: 6117.633301
	Iteration 78Q: 3 clusters Score -2.669985e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 221135 members 
Entering Unmasked Estep 
Score: -26699852.000000 Penalty: 6117.633301
	Iteration 79Q: 3 clusters Score -2.669985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 221173 members 
Entering Unmasked Estep 
Score: -26699856.000000 Penalty: 6117.633301
	Iteration 80F: 3 clusters Score -2.669986e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 221215 members 
Entering Unmasked Estep 
Score: -26699874.000000 Penalty: 6117.633301
	Iteration 81Q: 3 clusters Score -2.669987e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 221243 members 
Entering Unmasked Estep 
Score: -26699860.000000 Penalty: 6117.633301
	Iteration 82Q: 3 clusters Score -2.669986e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 221272 members 
Entering Unmasked Estep 
Score: -26699878.000000 Penalty: 6117.633301
	Iteration 83Q: 3 clusters Score -2.669988e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 221303 members 
Entering Unmasked Estep 
Score: -26699856.000000 Penalty: 6117.633301
	Iteration 84Q: 3 clusters Score -2.669986e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 221335 members 
Entering Unmasked Estep 
Score: -26699890.000000 Penalty: 6117.633301
	Iteration 85Q: 3 clusters Score -2.669989e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 221373 members 
Entering Unmasked Estep 
Score: -26699862.000000 Penalty: 6117.633301
	Iteration 86Q: 3 clusters Score -2.669986e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 221407 members 
Entering Unmasked Estep 
Score: -26699840.000000 Penalty: 6117.633301
	Iteration 87Q: 3 clusters Score -2.669984e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5847 members 
Mstep: Class 2 contains 221433 members 
Entering Unmasked Estep 
Score: -26699826.000000 Penalty: 6117.633301
	Iteration 88Q: 3 clusters Score -2.669983e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 221461 members 
Entering Unmasked Estep 
Score: -26699796.000000 Penalty: 6117.633301
	Iteration 89Q: 3 clusters Score -2.66998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 221493 members 
Entering Unmasked Estep 
Score: -26699798.000000 Penalty: 6117.633301
	Iteration 90Q: 3 clusters Score -2.66998e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 221516 members 
Entering Unmasked Estep 
Score: -26699822.000000 Penalty: 6117.633301
	Iteration 91Q: 3 clusters Score -2.669982e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 221532 members 
Entering Unmasked Estep 
Score: -26699786.000000 Penalty: 6117.633301
	Iteration 92Q: 3 clusters Score -2.669979e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 221546 members 
Entering Unmasked Estep 
Score: -26699804.000000 Penalty: 6117.633301
	Iteration 93Q: 3 clusters Score -2.66998e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 221561 members 
Entering Unmasked Estep 
Score: -26699790.000000 Penalty: 6117.633301
	Iteration 94Q: 3 clusters Score -2.669979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 221569 members 
Entering Unmasked Estep 
Score: -26699798.000000 Penalty: 6117.633301
	Iteration 95Q: 3 clusters Score -2.66998e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 221577 members 
Entering Unmasked Estep 
Score: -26699788.000000 Penalty: 6117.633301
	Iteration 96Q: 3 clusters Score -2.669979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 221583 members 
Entering Unmasked Estep 
Score: -26699786.000000 Penalty: 6117.633301
	Iteration 97Q: 3 clusters Score -2.669979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 221589 members 
Entering Unmasked Estep 
Score: -26699790.000000 Penalty: 6117.633301
	Iteration 98Q: 3 clusters Score -2.669979e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 221593 members 
Entering Unmasked Estep 
Score: -26699786.000000 Penalty: 6117.633301
	Iteration 99Q: 3 clusters Score -2.669979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 221597 members 
Entering Unmasked Estep 
Score: -26699778.000000 Penalty: 6117.633301
	Iteration 100F: 3 clusters Score -2.669978e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 221599 members 
Entering Unmasked Estep 
Score: -26699800.000000 Penalty: 6117.633301
	Iteration 101Q: 3 clusters Score -2.66998e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 221600 members 
Entering Unmasked Estep 
Score: -26699794.000000 Penalty: 6117.633301
	Iteration 102Q: 3 clusters Score -2.669979e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 221600 members 
Entering Unmasked Estep 
Score: -26699794.000000 Penalty: 6117.633301
	Iteration 103F: 3 clusters Score -2.669979e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83570 members 
Entering Unmasked Estep 
Score: -9554353.000000 Penalty: 2810.693115
	Iteration 0F: 2 clusters Score -9554353 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -9498299.000000 Penalty: 5621.386230
	Iteration 0F: 3 clusters Score -9498299 nChanged 39251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38878 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -9520666.000000 Penalty: 5621.386230
	Iteration 1F: 3 clusters Score -9520666 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37223 members 
Mstep: Class 2 contains 46347 members 
Entering Unmasked Estep 
Score: -9521548.000000 Penalty: 5621.386230
	Iteration 2Q: 3 clusters Score -9521548 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -9522737.000000 Penalty: 5621.386230
	Iteration 3Q: 3 clusters Score -9522737 nChanged 4187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30999 members 
Mstep: Class 2 contains 52571 members 
Entering Unmasked Estep 
Score: -9524794.000000 Penalty: 5621.386230
	Iteration 4F: 3 clusters Score -9524794 nChanged 5457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 57842 members 
Entering Unmasked Estep 
Score: -9528190.000000 Penalty: 5621.386230
	Iteration 5F: 3 clusters Score -9528190 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 64663 members 
Entering Unmasked Estep 
Score: -9533700.000000 Penalty: 5621.386230
	Iteration 6F: 3 clusters Score -9533700 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 72049 members 
Entering Unmasked Estep 
Score: -9540602.000000 Penalty: 5621.386230
	Iteration 7F: 3 clusters Score -9540602 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 78187 members 
Entering Unmasked Estep 
Score: -9546652.000000 Penalty: 5621.386230
	Iteration 8F: 3 clusters Score -9546652 nChanged 3413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 81600 members 
Entering Unmasked Estep 
Score: -9550021.000000 Penalty: 5621.386230
	Iteration 9Q: 3 clusters Score -9550021 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 82863 members 
Entering Unmasked Estep 
Score: -9551292.000000 Penalty: 5621.386230
	Iteration 10Q: 3 clusters Score -9551292 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 83179 members 
Entering Unmasked Estep 
Score: -9551655.000000 Penalty: 5621.386230
	Iteration 11Q: 3 clusters Score -9551655 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 83268 members 
Entering Unmasked Estep 
Score: -9551791.000000 Penalty: 5621.386230
	Iteration 12Q: 3 clusters Score -9551791 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 83294 members 
Entering Unmasked Estep 
Score: -9551851.000000 Penalty: 5621.386230
	Iteration 13Q: 3 clusters Score -9551851 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 83311 members 
Entering Unmasked Estep 
Score: -9551861.000000 Penalty: 5621.386230
	Iteration 14Q: 3 clusters Score -9551861 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 83322 members 
Entering Unmasked Estep 
Score: -9551888.000000 Penalty: 5621.386230
	Iteration 15Q: 3 clusters Score -9551888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -9551897.000000 Penalty: 5621.386230
	Iteration 16Q: 3 clusters Score -9551897 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 83324 members 
Entering Unmasked Estep 
Score: -9551901.000000 Penalty: 5621.386230
	Iteration 17Q: 3 clusters Score -9551901 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 83325 members 
Entering Unmasked Estep 
Score: -9551903.000000 Penalty: 5621.386230
	Iteration 18Q: 3 clusters Score -9551903 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 83327 members 
Entering Unmasked Estep 
Score: -9551912.000000 Penalty: 5621.386230
	Iteration 19Q: 3 clusters Score -9551912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 83328 members 
Entering Unmasked Estep 
Score: -9551914.000000 Penalty: 5621.386230
	Iteration 20F: 3 clusters Score -9551914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -9551914.000000 Penalty: 5621.386230
	Iteration 21Q: 3 clusters Score -9551914 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 83329 members 
Entering Unmasked Estep 
Score: -9551914.000000 Penalty: 5621.386230
	Iteration 22F: 3 clusters Score -9551914 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Entering Unmasked Estep 
Score: -1284465.750000 Penalty: 2317.506348
	Iteration 0F: 2 clusters Score -1284466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1275909.500000 Penalty: 4635.012695
	Iteration 0F: 3 clusters Score -1275910 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1278571.875000 Penalty: 4635.012695
	Iteration 1F: 3 clusters Score -1278572 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -1278884.125000 Penalty: 4635.012695
	Iteration 2F: 3 clusters Score -1278884 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1279129.250000 Penalty: 4635.012695
	Iteration 3Q: 3 clusters Score -1279129 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1279364.250000 Penalty: 4635.012695
	Iteration 4Q: 3 clusters Score -1279364 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5973 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -1279608.500000 Penalty: 4635.012695
	Iteration 5Q: 3 clusters Score -1279608 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6160 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1279817.875000 Penalty: 4635.012695
	Iteration 6Q: 3 clusters Score -1279818 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1280032.125000 Penalty: 4635.012695
	Iteration 7Q: 3 clusters Score -1280032 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1280246.750000 Penalty: 4635.012695
	Iteration 8Q: 3 clusters Score -1280247 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1280446.875000 Penalty: 4635.012695
	Iteration 9Q: 3 clusters Score -1280447 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -1280662.625000 Penalty: 4635.012695
	Iteration 10Q: 3 clusters Score -1280663 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -1280910.750000 Penalty: 4635.012695
	Iteration 11Q: 3 clusters Score -1280911 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1281166.250000 Penalty: 4635.012695
	Iteration 12Q: 3 clusters Score -1281166 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1281431.750000 Penalty: 4635.012695
	Iteration 13Q: 3 clusters Score -1281432 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1281725.250000 Penalty: 4635.012695
	Iteration 14Q: 3 clusters Score -1281725 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9183 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1282028.625000 Penalty: 4635.012695
	Iteration 15Q: 3 clusters Score -1282029 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1282286.000000 Penalty: 4635.012695
	Iteration 16Q: 3 clusters Score -1282286 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1282480.375000 Penalty: 4635.012695
	Iteration 17Q: 3 clusters Score -1282480 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -1282620.125000 Penalty: 4635.012695
	Iteration 18Q: 3 clusters Score -1282620 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9999 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1282708.625000 Penalty: 4635.012695
	Iteration 19Q: 3 clusters Score -1282709 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1282767.250000 Penalty: 4635.012695
	Iteration 20F: 3 clusters Score -1282767 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1282822.750000 Penalty: 4635.012695
	Iteration 21Q: 3 clusters Score -1282823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1282882.250000 Penalty: 4635.012695
	Iteration 22Q: 3 clusters Score -1282882 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1282914.500000 Penalty: 4635.012695
	Iteration 23Q: 3 clusters Score -1282914 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1282943.500000 Penalty: 4635.012695
	Iteration 24Q: 3 clusters Score -1282944 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1282964.625000 Penalty: 4635.012695
	Iteration 25Q: 3 clusters Score -1282965 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1282978.875000 Penalty: 4635.012695
	Iteration 26Q: 3 clusters Score -1282979 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1283003.125000 Penalty: 4635.012695
	Iteration 27Q: 3 clusters Score -1283003 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -1283017.250000 Penalty: 4635.012695
	Iteration 28Q: 3 clusters Score -1283017 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1283029.750000 Penalty: 4635.012695
	Iteration 29Q: 3 clusters Score -1283030 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10554 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -1283035.750000 Penalty: 4635.012695
	Iteration 30Q: 3 clusters Score -1283036 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1283040.250000 Penalty: 4635.012695
	Iteration 31Q: 3 clusters Score -1283040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1283043.125000 Penalty: 4635.012695
	Iteration 32Q: 3 clusters Score -1283043 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -1283049.625000 Penalty: 4635.012695
	Iteration 33Q: 3 clusters Score -1283050 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -1283052.000000 Penalty: 4635.012695
	Iteration 34Q: 3 clusters Score -1283052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1283056.875000 Penalty: 4635.012695
	Iteration 35Q: 3 clusters Score -1283057 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10603 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1283059.750000 Penalty: 4635.012695
	Iteration 36Q: 3 clusters Score -1283060 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1283061.750000 Penalty: 4635.012695
	Iteration 37Q: 3 clusters Score -1283062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1283061.375000 Penalty: 4635.012695
	Iteration 38Q: 3 clusters Score -1283061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10608 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1283061.250000 Penalty: 4635.012695
	Iteration 39Q: 3 clusters Score -1283061 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1283064.375000 Penalty: 4635.012695
	Iteration 40F: 3 clusters Score -1283064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1283066.250000 Penalty: 4635.012695
	Iteration 41Q: 3 clusters Score -1283066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1283066.500000 Penalty: 4635.012695
	Iteration 42Q: 3 clusters Score -1283066 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1283064.875000 Penalty: 4635.012695
	Iteration 43Q: 3 clusters Score -1283065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1283065.125000 Penalty: 4635.012695
	Iteration 44Q: 3 clusters Score -1283065 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1283065.250000 Penalty: 4635.012695
	Iteration 45Q: 3 clusters Score -1283065 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1283065.250000 Penalty: 4635.012695
	Iteration 46F: 3 clusters Score -1283065 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -900501.437500 Penalty: 2231.415283
	Iteration 0F: 2 clusters Score -900501.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -894102.312500 Penalty: 4462.830566
	Iteration 0F: 3 clusters Score -894102.3 nChanged 3246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -895806.312500 Penalty: 4462.830566
	Iteration 1F: 3 clusters Score -895806.3 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -896071.562500 Penalty: 4462.830566
	Iteration 2F: 3 clusters Score -896071.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -896326.187500 Penalty: 4462.830566
	Iteration 3Q: 3 clusters Score -896326.2 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -896678.750000 Penalty: 4462.830566
	Iteration 4Q: 3 clusters Score -896678.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -897137.687500 Penalty: 4462.830566
	Iteration 5F: 3 clusters Score -897137.7 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -897635.000000 Penalty: 4462.830566
	Iteration 6F: 3 clusters Score -897635 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -898079.125000 Penalty: 4462.830566
	Iteration 7F: 3 clusters Score -898079.1 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -898470.000000 Penalty: 4462.830566
	Iteration 8F: 3 clusters Score -898470 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -898744.250000 Penalty: 4462.830566
	Iteration 9Q: 3 clusters Score -898744.2 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -898906.875000 Penalty: 4462.830566
	Iteration 10Q: 3 clusters Score -898906.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -899000.437500 Penalty: 4462.830566
	Iteration 11Q: 3 clusters Score -899000.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -899056.562500 Penalty: 4462.830566
	Iteration 12Q: 3 clusters Score -899056.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -899101.062500 Penalty: 4462.830566
	Iteration 13Q: 3 clusters Score -899101.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -899134.437500 Penalty: 4462.830566
	Iteration 14Q: 3 clusters Score -899134.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -899161.062500 Penalty: 4462.830566
	Iteration 15Q: 3 clusters Score -899161.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -899183.562500 Penalty: 4462.830566
	Iteration 16Q: 3 clusters Score -899183.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -899205.500000 Penalty: 4462.830566
	Iteration 17Q: 3 clusters Score -899205.5 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -899222.937500 Penalty: 4462.830566
	Iteration 18Q: 3 clusters Score -899222.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -899232.812500 Penalty: 4462.830566
	Iteration 19Q: 3 clusters Score -899232.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -899245.937500 Penalty: 4462.830566
	Iteration 20F: 3 clusters Score -899245.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6131 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -899256.125000 Penalty: 4462.830566
	Iteration 21Q: 3 clusters Score -899256.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -899262.625000 Penalty: 4462.830566
	Iteration 22Q: 3 clusters Score -899262.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -899269.187500 Penalty: 4462.830566
	Iteration 23Q: 3 clusters Score -899269.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6167 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -899269.937500 Penalty: 4462.830566
	Iteration 24Q: 3 clusters Score -899269.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -899271.687500 Penalty: 4462.830566
	Iteration 25Q: 3 clusters Score -899271.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -899271.687500 Penalty: 4462.830566
	Iteration 26Q: 3 clusters Score -899271.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -899272.500000 Penalty: 4462.830566
	Iteration 27Q: 3 clusters Score -899272.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -899271.562500 Penalty: 4462.830566
	Iteration 28Q: 3 clusters Score -899271.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -899274.437500 Penalty: 4462.830566
	Iteration 29Q: 3 clusters Score -899274.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -899275.500000 Penalty: 4462.830566
	Iteration 30Q: 3 clusters Score -899275.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -899277.687500 Penalty: 4462.830566
	Iteration 31Q: 3 clusters Score -899277.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -899277.312500 Penalty: 4462.830566
	Iteration 32Q: 3 clusters Score -899277.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6201 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -899281.437500 Penalty: 4462.830566
	Iteration 33Q: 3 clusters Score -899281.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -899283.625000 Penalty: 4462.830566
	Iteration 34Q: 3 clusters Score -899283.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -899286.437500 Penalty: 4462.830566
	Iteration 35Q: 3 clusters Score -899286.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -899291.437500 Penalty: 4462.830566
	Iteration 36Q: 3 clusters Score -899291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -899293.875000 Penalty: 4462.830566
	Iteration 37Q: 3 clusters Score -899293.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -899297.687500 Penalty: 4462.830566
	Iteration 38Q: 3 clusters Score -899297.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -899297.687500 Penalty: 4462.830566
	Iteration 39Q: 3 clusters Score -899297.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -899297.687500 Penalty: 4462.830566
	Iteration 40F: 3 clusters Score -899297.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19548 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Entering Unmasked Estep 
Score: -2195023.500000 Penalty: 2450.395996
	Iteration 0F: 2 clusters Score -2195024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -2181192.500000 Penalty: 4900.791992
	Iteration 0F: 3 clusters Score -2181192 nChanged 8614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10286 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2185873.750000 Penalty: 4900.791992
	Iteration 1F: 3 clusters Score -2185874 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 9078 members 
Entering Unmasked Estep 
Score: -2186339.000000 Penalty: 4900.791992
	Iteration 2F: 3 clusters Score -2186339 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -2186772.250000 Penalty: 4900.791992
	Iteration 3F: 3 clusters Score -2186772 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2187186.250000 Penalty: 4900.791992
	Iteration 4Q: 3 clusters Score -2187186 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -2187619.500000 Penalty: 4900.791992
	Iteration 5Q: 3 clusters Score -2187620 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -2188110.500000 Penalty: 4900.791992
	Iteration 6Q: 3 clusters Score -2188110 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12579 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -2188603.500000 Penalty: 4900.791992
	Iteration 7Q: 3 clusters Score -2188604 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13247 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -2189118.750000 Penalty: 4900.791992
	Iteration 8Q: 3 clusters Score -2189119 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2189717.750000 Penalty: 4900.791992
	Iteration 9Q: 3 clusters Score -2189718 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -2190347.500000 Penalty: 4900.791992
	Iteration 10Q: 3 clusters Score -2190348 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2190942.000000 Penalty: 4900.791992
	Iteration 11Q: 3 clusters Score -2190942 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -2191388.250000 Penalty: 4900.791992
	Iteration 12Q: 3 clusters Score -2191388 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16668 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2191779.750000 Penalty: 4900.791992
	Iteration 13Q: 3 clusters Score -2191780 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -2192104.000000 Penalty: 4900.791992
	Iteration 14Q: 3 clusters Score -2192104 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2192331.250000 Penalty: 4900.791992
	Iteration 15Q: 3 clusters Score -2192331 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17782 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2192511.250000 Penalty: 4900.791992
	Iteration 16Q: 3 clusters Score -2192511 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2192662.750000 Penalty: 4900.791992
	Iteration 17Q: 3 clusters Score -2192663 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18154 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -2192734.500000 Penalty: 4900.791992
	Iteration 18Q: 3 clusters Score -2192734 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2192804.500000 Penalty: 4900.791992
	Iteration 19Q: 3 clusters Score -2192804 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -2192840.500000 Penalty: 4900.791992
	Iteration 20F: 3 clusters Score -2192840 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18407 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2192870.500000 Penalty: 4900.791992
	Iteration 21Q: 3 clusters Score -2192870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -2192897.750000 Penalty: 4900.791992
	Iteration 22Q: 3 clusters Score -2192898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2192917.000000 Penalty: 4900.791992
	Iteration 23Q: 3 clusters Score -2192917 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2192935.000000 Penalty: 4900.791992
	Iteration 24Q: 3 clusters Score -2192935 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2192953.000000 Penalty: 4900.791992
	Iteration 25Q: 3 clusters Score -2192953 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2192963.750000 Penalty: 4900.791992
	Iteration 26Q: 3 clusters Score -2192964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18616 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -2192978.000000 Penalty: 4900.791992
	Iteration 27Q: 3 clusters Score -2192978 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2192993.000000 Penalty: 4900.791992
	Iteration 28Q: 3 clusters Score -2192993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2193000.750000 Penalty: 4900.791992
	Iteration 29Q: 3 clusters Score -2193001 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2193011.750000 Penalty: 4900.791992
	Iteration 30Q: 3 clusters Score -2193012 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18694 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -2193024.500000 Penalty: 4900.791992
	Iteration 31Q: 3 clusters Score -2193024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2193029.000000 Penalty: 4900.791992
	Iteration 32Q: 3 clusters Score -2193029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2193031.000000 Penalty: 4900.791992
	Iteration 33Q: 3 clusters Score -2193031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18710 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2193035.750000 Penalty: 4900.791992
	Iteration 34Q: 3 clusters Score -2193036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2193042.000000 Penalty: 4900.791992
	Iteration 35Q: 3 clusters Score -2193042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -2193043.250000 Penalty: 4900.791992
	Iteration 36Q: 3 clusters Score -2193043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2193046.000000 Penalty: 4900.791992
	Iteration 37Q: 3 clusters Score -2193046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2193048.500000 Penalty: 4900.791992
	Iteration 38Q: 3 clusters Score -2193048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -2193051.000000 Penalty: 4900.791992
	Iteration 39Q: 3 clusters Score -2193051 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18734 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -2193053.750000 Penalty: 4900.791992
	Iteration 40F: 3 clusters Score -2193054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2193057.000000 Penalty: 4900.791992
	Iteration 41Q: 3 clusters Score -2193057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2193056.000000 Penalty: 4900.791992
	Iteration 42Q: 3 clusters Score -2193056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2193057.250000 Penalty: 4900.791992
	Iteration 43Q: 3 clusters Score -2193057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -2193057.000000 Penalty: 4900.791992
	Iteration 44Q: 3 clusters Score -2193057 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2193057.000000 Penalty: 4900.791992
	Iteration 45Q: 3 clusters Score -2193057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2193058.750000 Penalty: 4900.791992
	Iteration 46Q: 3 clusters Score -2193059 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2193062.500000 Penalty: 4900.791992
	Iteration 47Q: 3 clusters Score -2193062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18763 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -2193064.500000 Penalty: 4900.791992
	Iteration 48Q: 3 clusters Score -2193064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -2193069.750000 Penalty: 4900.791992
	Iteration 49Q: 3 clusters Score -2193070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -2193071.750000 Penalty: 4900.791992
	Iteration 50Q: 3 clusters Score -2193072 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -2193078.000000 Penalty: 4900.791992
	Iteration 51Q: 3 clusters Score -2193078 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2193083.250000 Penalty: 4900.791992
	Iteration 52Q: 3 clusters Score -2193083 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18787 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -2193087.250000 Penalty: 4900.791992
	Iteration 53Q: 3 clusters Score -2193087 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2193088.750000 Penalty: 4900.791992
	Iteration 54Q: 3 clusters Score -2193089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -2193094.500000 Penalty: 4900.791992
	Iteration 55Q: 3 clusters Score -2193094 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -2193098.250000 Penalty: 4900.791992
	Iteration 56Q: 3 clusters Score -2193098 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -2193100.000000 Penalty: 4900.791992
	Iteration 57Q: 3 clusters Score -2193100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -2193102.750000 Penalty: 4900.791992
	Iteration 58Q: 3 clusters Score -2193103 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2193101.250000 Penalty: 4900.791992
	Iteration 59Q: 3 clusters Score -2193101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2193101.250000 Penalty: 4900.791992
	Iteration 60F: 3 clusters Score -2193101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (159477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159477 members 
Entering Unmasked Estep 
Score: -18744808.000000 Penalty: 2970.954590
	Iteration 0F: 2 clusters Score -1.874481e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79740 members 
Mstep: Class 2 contains 79737 members 
Entering Unmasked Estep 
Score: -18639454.000000 Penalty: 5941.909180
	Iteration 0F: 3 clusters Score -1.863945e+07 nChanged 76116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78460 members 
Mstep: Class 2 contains 81017 members 
Entering Unmasked Estep 
Score: -18683638.000000 Penalty: 5941.909180
	Iteration 1F: 3 clusters Score -1.868364e+07 nChanged 5053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77671 members 
Mstep: Class 2 contains 81806 members 
Entering Unmasked Estep 
Score: -18684902.000000 Penalty: 5941.909180
	Iteration 2Q: 3 clusters Score -1.86849e+07 nChanged 5719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76420 members 
Mstep: Class 2 contains 83057 members 
Entering Unmasked Estep 
Score: -18686740.000000 Penalty: 5941.909180
	Iteration 3Q: 3 clusters Score -1.868674e+07 nChanged 6879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74315 members 
Mstep: Class 2 contains 85162 members 
Entering Unmasked Estep 
Score: -18689890.000000 Penalty: 5941.909180
	Iteration 4Q: 3 clusters Score -1.868989e+07 nChanged 8569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70984 members 
Mstep: Class 2 contains 88493 members 
Entering Unmasked Estep 
Score: -18694642.000000 Penalty: 5941.909180
	Iteration 5F: 3 clusters Score -1.869464e+07 nChanged 10542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65926 members 
Mstep: Class 2 contains 93551 members 
Entering Unmasked Estep 
Score: -18701408.000000 Penalty: 5941.909180
	Iteration 6F: 3 clusters Score -1.870141e+07 nChanged 11876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59296 members 
Mstep: Class 2 contains 100181 members 
Entering Unmasked Estep 
Score: -18710704.000000 Penalty: 5941.909180
	Iteration 7F: 3 clusters Score -1.87107e+07 nChanged 11785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52325 members 
Mstep: Class 2 contains 107152 members 
Entering Unmasked Estep 
Score: -18720996.000000 Penalty: 5941.909180
	Iteration 8F: 3 clusters Score -1.8721e+07 nChanged 9913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46496 members 
Mstep: Class 2 contains 112981 members 
Entering Unmasked Estep 
Score: -18729852.000000 Penalty: 5941.909180
	Iteration 9F: 3 clusters Score -1.872985e+07 nChanged 6668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 116921 members 
Entering Unmasked Estep 
Score: -18734688.000000 Penalty: 5941.909180
	Iteration 10Q: 3 clusters Score -1.873469e+07 nChanged 3988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39642 members 
Mstep: Class 2 contains 119835 members 
Entering Unmasked Estep 
Score: -18736900.000000 Penalty: 5941.909180
	Iteration 11Q: 3 clusters Score -1.87369e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 122353 members 
Entering Unmasked Estep 
Score: -18738146.000000 Penalty: 5941.909180
	Iteration 12Q: 3 clusters Score -1.873815e+07 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34911 members 
Mstep: Class 2 contains 124566 members 
Entering Unmasked Estep 
Score: -18739272.000000 Penalty: 5941.909180
	Iteration 13Q: 3 clusters Score -1.873927e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 126616 members 
Entering Unmasked Estep 
Score: -18740108.000000 Penalty: 5941.909180
	Iteration 14Q: 3 clusters Score -1.874011e+07 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30952 members 
Mstep: Class 2 contains 128525 members 
Entering Unmasked Estep 
Score: -18740778.000000 Penalty: 5941.909180
	Iteration 15Q: 3 clusters Score -1.874078e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 130325 members 
Entering Unmasked Estep 
Score: -18741368.000000 Penalty: 5941.909180
	Iteration 16Q: 3 clusters Score -1.874137e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27510 members 
Mstep: Class 2 contains 131967 members 
Entering Unmasked Estep 
Score: -18742006.000000 Penalty: 5941.909180
	Iteration 17Q: 3 clusters Score -1.874201e+07 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25977 members 
Mstep: Class 2 contains 133500 members 
Entering Unmasked Estep 
Score: -18742406.000000 Penalty: 5941.909180
	Iteration 18Q: 3 clusters Score -1.874241e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24588 members 
Mstep: Class 2 contains 134889 members 
Entering Unmasked Estep 
Score: -18742770.000000 Penalty: 5941.909180
	Iteration 19Q: 3 clusters Score -1.874277e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 136230 members 
Entering Unmasked Estep 
Score: -18743102.000000 Penalty: 5941.909180
	Iteration 20F: 3 clusters Score -1.87431e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22011 members 
Mstep: Class 2 contains 137466 members 
Entering Unmasked Estep 
Score: -18743298.000000 Penalty: 5941.909180
	Iteration 21Q: 3 clusters Score -1.87433e+07 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20867 members 
Mstep: Class 2 contains 138610 members 
Entering Unmasked Estep 
Score: -18743610.000000 Penalty: 5941.909180
	Iteration 22Q: 3 clusters Score -1.874361e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 139626 members 
Entering Unmasked Estep 
Score: -18743812.000000 Penalty: 5941.909180
	Iteration 23Q: 3 clusters Score -1.874381e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 140608 members 
Entering Unmasked Estep 
Score: -18744018.000000 Penalty: 5941.909180
	Iteration 24Q: 3 clusters Score -1.874402e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 141526 members 
Entering Unmasked Estep 
Score: -18744160.000000 Penalty: 5941.909180
	Iteration 25Q: 3 clusters Score -1.874416e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 142353 members 
Entering Unmasked Estep 
Score: -18744368.000000 Penalty: 5941.909180
	Iteration 26Q: 3 clusters Score -1.874437e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 143111 members 
Entering Unmasked Estep 
Score: -18744528.000000 Penalty: 5941.909180
	Iteration 27Q: 3 clusters Score -1.874453e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 143768 members 
Entering Unmasked Estep 
Score: -18744624.000000 Penalty: 5941.909180
	Iteration 28Q: 3 clusters Score -1.874462e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 144395 members 
Entering Unmasked Estep 
Score: -18744718.000000 Penalty: 5941.909180
	Iteration 29Q: 3 clusters Score -1.874472e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 144957 members 
Entering Unmasked Estep 
Score: -18744790.000000 Penalty: 5941.909180
	Iteration 30Q: 3 clusters Score -1.874479e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 145467 members 
Entering Unmasked Estep 
Score: -18744792.000000 Penalty: 5941.909180
	Iteration 31Q: 3 clusters Score -1.874479e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13538 members 
Mstep: Class 2 contains 145939 members 
Entering Unmasked Estep 
Score: -18744808.000000 Penalty: 5941.909180
	Iteration 32Q: 3 clusters Score -1.874481e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 146396 members 
Entering Unmasked Estep 
Score: -18744874.000000 Penalty: 5941.909180
	Iteration 33Q: 3 clusters Score -1.874487e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 146800 members 
Entering Unmasked Estep 
Score: -18744882.000000 Penalty: 5941.909180
	Iteration 34Q: 3 clusters Score -1.874488e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12306 members 
Mstep: Class 2 contains 147171 members 
Entering Unmasked Estep 
Score: -18744912.000000 Penalty: 5941.909180
	Iteration 35Q: 3 clusters Score -1.874491e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 147502 members 
Entering Unmasked Estep 
Score: -18744956.000000 Penalty: 5941.909180
	Iteration 36Q: 3 clusters Score -1.874496e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 147786 members 
Entering Unmasked Estep 
Score: -18744974.000000 Penalty: 5941.909180
	Iteration 37Q: 3 clusters Score -1.874497e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 148074 members 
Entering Unmasked Estep 
Score: -18744996.000000 Penalty: 5941.909180
	Iteration 38Q: 3 clusters Score -1.8745e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 148422 members 
Entering Unmasked Estep 
Score: -18745032.000000 Penalty: 5941.909180
	Iteration 39Q: 3 clusters Score -1.874503e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 148756 members 
Entering Unmasked Estep 
Score: -18745072.000000 Penalty: 5941.909180
	Iteration 40F: 3 clusters Score -1.874507e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 149084 members 
Entering Unmasked Estep 
Score: -18745040.000000 Penalty: 5941.909180
	Iteration 41Q: 3 clusters Score -1.874504e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 149410 members 
Entering Unmasked Estep 
Score: -18745030.000000 Penalty: 5941.909180
	Iteration 42Q: 3 clusters Score -1.874503e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 149713 members 
Entering Unmasked Estep 
Score: -18744990.000000 Penalty: 5941.909180
	Iteration 43Q: 3 clusters Score -1.874499e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9479 members 
Mstep: Class 2 contains 149998 members 
Entering Unmasked Estep 
Score: -18744980.000000 Penalty: 5941.909180
	Iteration 44Q: 3 clusters Score -1.874498e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 150261 members 
Entering Unmasked Estep 
Score: -18744980.000000 Penalty: 5941.909180
	Iteration 45Q: 3 clusters Score -1.874498e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 150508 members 
Entering Unmasked Estep 
Score: -18744986.000000 Penalty: 5941.909180
	Iteration 46Q: 3 clusters Score -1.874499e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 150761 members 
Entering Unmasked Estep 
Score: -18745006.000000 Penalty: 5941.909180
	Iteration 47Q: 3 clusters Score -1.874501e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 150993 members 
Entering Unmasked Estep 
Score: -18744934.000000 Penalty: 5941.909180
	Iteration 48Q: 3 clusters Score -1.874493e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 151224 members 
Entering Unmasked Estep 
Score: -18744964.000000 Penalty: 5941.909180
	Iteration 49Q: 3 clusters Score -1.874496e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 151465 members 
Entering Unmasked Estep 
Score: -18744984.000000 Penalty: 5941.909180
	Iteration 50Q: 3 clusters Score -1.874498e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 151676 members 
Entering Unmasked Estep 
Score: -18744952.000000 Penalty: 5941.909180
	Iteration 51Q: 3 clusters Score -1.874495e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 151885 members 
Entering Unmasked Estep 
Score: -18744884.000000 Penalty: 5941.909180
	Iteration 52Q: 3 clusters Score -1.874488e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 152107 members 
Entering Unmasked Estep 
Score: -18744916.000000 Penalty: 5941.909180
	Iteration 53Q: 3 clusters Score -1.874492e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 152311 members 
Entering Unmasked Estep 
Score: -18744894.000000 Penalty: 5941.909180
	Iteration 54Q: 3 clusters Score -1.874489e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 152520 members 
Entering Unmasked Estep 
Score: -18744866.000000 Penalty: 5941.909180
	Iteration 55Q: 3 clusters Score -1.874487e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 152731 members 
Entering Unmasked Estep 
Score: -18744796.000000 Penalty: 5941.909180
	Iteration 56Q: 3 clusters Score -1.87448e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 152890 members 
Entering Unmasked Estep 
Score: -18744770.000000 Penalty: 5941.909180
	Iteration 57Q: 3 clusters Score -1.874477e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 153025 members 
Entering Unmasked Estep 
Score: -18744800.000000 Penalty: 5941.909180
	Iteration 58Q: 3 clusters Score -1.87448e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 153153 members 
Entering Unmasked Estep 
Score: -18744762.000000 Penalty: 5941.909180
	Iteration 59Q: 3 clusters Score -1.874476e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 153275 members 
Entering Unmasked Estep 
Score: -18744770.000000 Penalty: 5941.909180
	Iteration 60F: 3 clusters Score -1.874477e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 153385 members 
Entering Unmasked Estep 
Score: -18744758.000000 Penalty: 5941.909180
	Iteration 61Q: 3 clusters Score -1.874476e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 153490 members 
Entering Unmasked Estep 
Score: -18744700.000000 Penalty: 5941.909180
	Iteration 62Q: 3 clusters Score -1.87447e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 153571 members 
Entering Unmasked Estep 
Score: -18744728.000000 Penalty: 5941.909180
	Iteration 63Q: 3 clusters Score -1.874473e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 153666 members 
Entering Unmasked Estep 
Score: -18744660.000000 Penalty: 5941.909180
	Iteration 64Q: 3 clusters Score -1.874466e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 153737 members 
Entering Unmasked Estep 
Score: -18744658.000000 Penalty: 5941.909180
	Iteration 65Q: 3 clusters Score -1.874466e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 153805 members 
Entering Unmasked Estep 
Score: -18744680.000000 Penalty: 5941.909180
	Iteration 66Q: 3 clusters Score -1.874468e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 153857 members 
Entering Unmasked Estep 
Score: -18744682.000000 Penalty: 5941.909180
	Iteration 67Q: 3 clusters Score -1.874468e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 153903 members 
Entering Unmasked Estep 
Score: -18744672.000000 Penalty: 5941.909180
	Iteration 68Q: 3 clusters Score -1.874467e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5528 members 
Mstep: Class 2 contains 153949 members 
Entering Unmasked Estep 
Score: -18744652.000000 Penalty: 5941.909180
	Iteration 69Q: 3 clusters Score -1.874465e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 154003 members 
Entering Unmasked Estep 
Score: -18744638.000000 Penalty: 5941.909180
	Iteration 70Q: 3 clusters Score -1.874464e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5424 members 
Mstep: Class 2 contains 154053 members 
Entering Unmasked Estep 
Score: -18744618.000000 Penalty: 5941.909180
	Iteration 71Q: 3 clusters Score -1.874462e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 154105 members 
Entering Unmasked Estep 
Score: -18744594.000000 Penalty: 5941.909180
	Iteration 72Q: 3 clusters Score -1.874459e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 154154 members 
Entering Unmasked Estep 
Score: -18744586.000000 Penalty: 5941.909180
	Iteration 73Q: 3 clusters Score -1.874459e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 154203 members 
Entering Unmasked Estep 
Score: -18744582.000000 Penalty: 5941.909180
	Iteration 74Q: 3 clusters Score -1.874458e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 154242 members 
Entering Unmasked Estep 
Score: -18744578.000000 Penalty: 5941.909180
	Iteration 75Q: 3 clusters Score -1.874458e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 154277 members 
Entering Unmasked Estep 
Score: -18744588.000000 Penalty: 5941.909180
	Iteration 76Q: 3 clusters Score -1.874459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 154317 members 
Entering Unmasked Estep 
Score: -18744574.000000 Penalty: 5941.909180
	Iteration 77Q: 3 clusters Score -1.874457e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 154357 members 
Entering Unmasked Estep 
Score: -18744574.000000 Penalty: 5941.909180
	Iteration 78Q: 3 clusters Score -1.874457e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 154396 members 
Entering Unmasked Estep 
Score: -18744544.000000 Penalty: 5941.909180
	Iteration 79Q: 3 clusters Score -1.874454e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 154439 members 
Entering Unmasked Estep 
Score: -18744552.000000 Penalty: 5941.909180
	Iteration 80F: 3 clusters Score -1.874455e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 154478 members 
Entering Unmasked Estep 
Score: -18744538.000000 Penalty: 5941.909180
	Iteration 81Q: 3 clusters Score -1.874454e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 154515 members 
Entering Unmasked Estep 
Score: -18744522.000000 Penalty: 5941.909180
	Iteration 82Q: 3 clusters Score -1.874452e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 154551 members 
Entering Unmasked Estep 
Score: -18744512.000000 Penalty: 5941.909180
	Iteration 83Q: 3 clusters Score -1.874451e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 154586 members 
Entering Unmasked Estep 
Score: -18744512.000000 Penalty: 5941.909180
	Iteration 84Q: 3 clusters Score -1.874451e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 154616 members 
Entering Unmasked Estep 
Score: -18744524.000000 Penalty: 5941.909180
	Iteration 85Q: 3 clusters Score -1.874452e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 154644 members 
Entering Unmasked Estep 
Score: -18744518.000000 Penalty: 5941.909180
	Iteration 86Q: 3 clusters Score -1.874452e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 154673 members 
Entering Unmasked Estep 
Score: -18744512.000000 Penalty: 5941.909180
	Iteration 87Q: 3 clusters Score -1.874451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 154698 members 
Entering Unmasked Estep 
Score: -18744504.000000 Penalty: 5941.909180
	Iteration 88Q: 3 clusters Score -1.87445e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 154728 members 
Entering Unmasked Estep 
Score: -18744490.000000 Penalty: 5941.909180
	Iteration 89Q: 3 clusters Score -1.874449e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 154760 members 
Entering Unmasked Estep 
Score: -18744470.000000 Penalty: 5941.909180
	Iteration 90Q: 3 clusters Score -1.874447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 154794 members 
Entering Unmasked Estep 
Score: -18744458.000000 Penalty: 5941.909180
	Iteration 91Q: 3 clusters Score -1.874446e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 154828 members 
Entering Unmasked Estep 
Score: -18744448.000000 Penalty: 5941.909180
	Iteration 92Q: 3 clusters Score -1.874445e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 154854 members 
Entering Unmasked Estep 
Score: -18744444.000000 Penalty: 5941.909180
	Iteration 93Q: 3 clusters Score -1.874444e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 154872 members 
Entering Unmasked Estep 
Score: -18744454.000000 Penalty: 5941.909180
	Iteration 94Q: 3 clusters Score -1.874445e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -18744460.000000 Penalty: 5941.909180
	Iteration 95Q: 3 clusters Score -1.874446e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 154907 members 
Entering Unmasked Estep 
Score: -18744458.000000 Penalty: 5941.909180
	Iteration 96Q: 3 clusters Score -1.874446e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 154917 members 
Entering Unmasked Estep 
Score: -18744444.000000 Penalty: 5941.909180
	Iteration 97Q: 3 clusters Score -1.874444e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 154927 members 
Entering Unmasked Estep 
Score: -18744434.000000 Penalty: 5941.909180
	Iteration 98Q: 3 clusters Score -1.874443e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 154935 members 
Entering Unmasked Estep 
Score: -18744454.000000 Penalty: 5941.909180
	Iteration 99Q: 3 clusters Score -1.874445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 154941 members 
Entering Unmasked Estep 
Score: -18744446.000000 Penalty: 5941.909180
	Iteration 100F: 3 clusters Score -1.874445e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 154944 members 
Entering Unmasked Estep 
Score: -18744448.000000 Penalty: 5941.909180
	Iteration 101Q: 3 clusters Score -1.874445e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 154951 members 
Entering Unmasked Estep 
Score: -18744448.000000 Penalty: 5941.909180
	Iteration 102Q: 3 clusters Score -1.874445e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 154962 members 
Entering Unmasked Estep 
Score: -18744440.000000 Penalty: 5941.909180
	Iteration 103Q: 3 clusters Score -1.874444e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 154973 members 
Entering Unmasked Estep 
Score: -18744440.000000 Penalty: 5941.909180
	Iteration 104Q: 3 clusters Score -1.874444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 154981 members 
Entering Unmasked Estep 
Score: -18744426.000000 Penalty: 5941.909180
	Iteration 105Q: 3 clusters Score -1.874443e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 154988 members 
Entering Unmasked Estep 
Score: -18744440.000000 Penalty: 5941.909180
	Iteration 106Q: 3 clusters Score -1.874444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 154998 members 
Entering Unmasked Estep 
Score: -18744436.000000 Penalty: 5941.909180
	Iteration 107Q: 3 clusters Score -1.874444e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 155005 members 
Entering Unmasked Estep 
Score: -18744454.000000 Penalty: 5941.909180
	Iteration 108Q: 3 clusters Score -1.874445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 155009 members 
Entering Unmasked Estep 
Score: -18744464.000000 Penalty: 5941.909180
	Iteration 109Q: 3 clusters Score -1.874446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 155012 members 
Entering Unmasked Estep 
Score: -18744446.000000 Penalty: 5941.909180
	Iteration 110Q: 3 clusters Score -1.874445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 155014 members 
Entering Unmasked Estep 
Score: -18744448.000000 Penalty: 5941.909180
	Iteration 111Q: 3 clusters Score -1.874445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4461 members 
Mstep: Class 2 contains 155016 members 
Entering Unmasked Estep 
Score: -18744448.000000 Penalty: 5941.909180
	Iteration 112Q: 3 clusters Score -1.874445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 155020 members 
Entering Unmasked Estep 
Score: -18744476.000000 Penalty: 5941.909180
	Iteration 113Q: 3 clusters Score -1.874448e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 155023 members 
Entering Unmasked Estep 
Score: -18744466.000000 Penalty: 5941.909180
	Iteration 114Q: 3 clusters Score -1.874447e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 155025 members 
Entering Unmasked Estep 
Score: -18744460.000000 Penalty: 5941.909180
	Iteration 115Q: 3 clusters Score -1.874446e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 155026 members 
Entering Unmasked Estep 
Score: -18744450.000000 Penalty: 5941.909180
	Iteration 116Q: 3 clusters Score -1.874445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 155030 members 
Entering Unmasked Estep 
Score: -18744454.000000 Penalty: 5941.909180
	Iteration 117Q: 3 clusters Score -1.874445e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 155036 members 
Entering Unmasked Estep 
Score: -18744446.000000 Penalty: 5941.909180
	Iteration 118Q: 3 clusters Score -1.874445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 155040 members 
Entering Unmasked Estep 
Score: -18744448.000000 Penalty: 5941.909180
	Iteration 119Q: 3 clusters Score -1.874445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 155045 members 
Entering Unmasked Estep 
Score: -18744454.000000 Penalty: 5941.909180
	Iteration 120F: 3 clusters Score -1.874445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 155047 members 
Entering Unmasked Estep 
Score: -18744466.000000 Penalty: 5941.909180
	Iteration 121Q: 3 clusters Score -1.874447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 155048 members 
Entering Unmasked Estep 
Score: -18744466.000000 Penalty: 5941.909180
	Iteration 122Q: 3 clusters Score -1.874447e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 155049 members 
Entering Unmasked Estep 
Score: -18744458.000000 Penalty: 5941.909180
	Iteration 123Q: 3 clusters Score -1.874446e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 155049 members 
Entering Unmasked Estep 
Score: -18744458.000000 Penalty: 5941.909180
	Iteration 124F: 3 clusters Score -1.874446e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15911 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Entering Unmasked Estep 
Score: -1790929.375000 Penalty: 2399.341797
	Iteration 0F: 2 clusters Score -1790929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1779415.500000 Penalty: 4798.683594
	Iteration 0F: 3 clusters Score -1779416 nChanged 6874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -1783047.250000 Penalty: 4798.683594
	Iteration 1F: 3 clusters Score -1783047 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1783483.250000 Penalty: 4798.683594
	Iteration 2F: 3 clusters Score -1783483 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6397 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1783885.000000 Penalty: 4798.683594
	Iteration 3F: 3 clusters Score -1783885 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -1784310.125000 Penalty: 4798.683594
	Iteration 4F: 3 clusters Score -1784310 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 10908 members 
Entering Unmasked Estep 
Score: -1784844.250000 Penalty: 4798.683594
	Iteration 5F: 3 clusters Score -1784844 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1785451.500000 Penalty: 4798.683594
	Iteration 6F: 3 clusters Score -1785452 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -1786114.375000 Penalty: 4798.683594
	Iteration 7F: 3 clusters Score -1786114 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 13578 members 
Entering Unmasked Estep 
Score: -1786861.500000 Penalty: 4798.683594
	Iteration 8F: 3 clusters Score -1786862 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -1787531.125000 Penalty: 4798.683594
	Iteration 9Q: 3 clusters Score -1787531 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -1788042.375000 Penalty: 4798.683594
	Iteration 10Q: 3 clusters Score -1788042 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -1788363.875000 Penalty: 4798.683594
	Iteration 11Q: 3 clusters Score -1788364 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -1788556.875000 Penalty: 4798.683594
	Iteration 12Q: 3 clusters Score -1788557 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -1788645.375000 Penalty: 4798.683594
	Iteration 13Q: 3 clusters Score -1788645 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -1788697.750000 Penalty: 4798.683594
	Iteration 14Q: 3 clusters Score -1788698 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 15547 members 
Entering Unmasked Estep 
Score: -1788749.375000 Penalty: 4798.683594
	Iteration 15Q: 3 clusters Score -1788749 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
Score: -1788783.125000 Penalty: 4798.683594
	Iteration 16Q: 3 clusters Score -1788783 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 15584 members 
Entering Unmasked Estep 
Score: -1788797.625000 Penalty: 4798.683594
	Iteration 17Q: 3 clusters Score -1788798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -1788809.875000 Penalty: 4798.683594
	Iteration 18Q: 3 clusters Score -1788810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -1788822.125000 Penalty: 4798.683594
	Iteration 19Q: 3 clusters Score -1788822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 15612 members 
Entering Unmasked Estep 
Score: -1788830.000000 Penalty: 4798.683594
	Iteration 20F: 3 clusters Score -1788830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15616 members 
Entering Unmasked Estep 
Score: -1788838.750000 Penalty: 4798.683594
	Iteration 21Q: 3 clusters Score -1788839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15619 members 
Entering Unmasked Estep 
Score: -1788840.250000 Penalty: 4798.683594
	Iteration 22Q: 3 clusters Score -1788840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1788840.125000 Penalty: 4798.683594
	Iteration 23Q: 3 clusters Score -1788840 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 15620 members 
Entering Unmasked Estep 
Score: -1788840.125000 Penalty: 4798.683594
	Iteration 24F: 3 clusters Score -1788840 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Entering Unmasked Estep 
Score: -2204323.250000 Penalty: 2450.763428
	Iteration 0F: 2 clusters Score -2204323 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2190601.750000 Penalty: 4901.526855
	Iteration 0F: 3 clusters Score -2190602 nChanged 8564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9622 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -2195194.000000 Penalty: 4901.526855
	Iteration 1F: 3 clusters Score -2195194 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9592 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2195656.500000 Penalty: 4901.526855
	Iteration 2F: 3 clusters Score -2195656 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2196044.500000 Penalty: 4901.526855
	Iteration 3F: 3 clusters Score -2196044 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 10179 members 
Entering Unmasked Estep 
Score: -2196383.000000 Penalty: 4901.526855
	Iteration 4Q: 3 clusters Score -2196383 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2196701.500000 Penalty: 4901.526855
	Iteration 5Q: 3 clusters Score -2196702 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -2197005.500000 Penalty: 4901.526855
	Iteration 6Q: 3 clusters Score -2197006 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2197318.500000 Penalty: 4901.526855
	Iteration 7Q: 3 clusters Score -2197318 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 10995 members 
Entering Unmasked Estep 
Score: -2197631.500000 Penalty: 4901.526855
	Iteration 8Q: 3 clusters Score -2197632 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2197999.000000 Penalty: 4901.526855
	Iteration 9Q: 3 clusters Score -2197999 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2198392.500000 Penalty: 4901.526855
	Iteration 10Q: 3 clusters Score -2198392 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -2198818.000000 Penalty: 4901.526855
	Iteration 11Q: 3 clusters Score -2198818 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2199265.500000 Penalty: 4901.526855
	Iteration 12Q: 3 clusters Score -2199266 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2199682.000000 Penalty: 4901.526855
	Iteration 13Q: 3 clusters Score -2199682 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -2200090.500000 Penalty: 4901.526855
	Iteration 14Q: 3 clusters Score -2200090 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -2200437.000000 Penalty: 4901.526855
	Iteration 15Q: 3 clusters Score -2200437 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 14396 members 
Entering Unmasked Estep 
Score: -2200798.500000 Penalty: 4901.526855
	Iteration 16Q: 3 clusters Score -2200798 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -2201075.750000 Penalty: 4901.526855
	Iteration 17Q: 3 clusters Score -2201076 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4510 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -2201281.250000 Penalty: 4901.526855
	Iteration 18Q: 3 clusters Score -2201281 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 15317 members 
Entering Unmasked Estep 
Score: -2201429.000000 Penalty: 4901.526855
	Iteration 19Q: 3 clusters Score -2201429 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -2201571.500000 Penalty: 4901.526855
	Iteration 20F: 3 clusters Score -2201572 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2201675.250000 Penalty: 4901.526855
	Iteration 21Q: 3 clusters Score -2201675 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 15969 members 
Entering Unmasked Estep 
Score: -2201768.000000 Penalty: 4901.526855
	Iteration 22Q: 3 clusters Score -2201768 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2201835.500000 Penalty: 4901.526855
	Iteration 23Q: 3 clusters Score -2201836 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 16253 members 
Entering Unmasked Estep 
Score: -2201882.750000 Penalty: 4901.526855
	Iteration 24Q: 3 clusters Score -2201883 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -2201924.750000 Penalty: 4901.526855
	Iteration 25Q: 3 clusters Score -2201925 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 16450 members 
Entering Unmasked Estep 
Score: -2201953.500000 Penalty: 4901.526855
	Iteration 26Q: 3 clusters Score -2201954 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -2201988.750000 Penalty: 4901.526855
	Iteration 27Q: 3 clusters Score -2201989 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2202022.250000 Penalty: 4901.526855
	Iteration 28Q: 3 clusters Score -2202022 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2202037.500000 Penalty: 4901.526855
	Iteration 29Q: 3 clusters Score -2202038 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2202054.750000 Penalty: 4901.526855
	Iteration 30Q: 3 clusters Score -2202055 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -2202069.500000 Penalty: 4901.526855
	Iteration 31Q: 3 clusters Score -2202070 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -2202081.500000 Penalty: 4901.526855
	Iteration 32Q: 3 clusters Score -2202082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2202079.500000 Penalty: 4901.526855
	Iteration 33Q: 3 clusters Score -2202080 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
Score: -2202085.000000 Penalty: 4901.526855
	Iteration 34Q: 3 clusters Score -2202085 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -2202089.000000 Penalty: 4901.526855
	Iteration 35Q: 3 clusters Score -2202089 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 16971 members 
Entering Unmasked Estep 
Score: -2202088.000000 Penalty: 4901.526855
	Iteration 36Q: 3 clusters Score -2202088 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -2202093.500000 Penalty: 4901.526855
	Iteration 37Q: 3 clusters Score -2202094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2202099.500000 Penalty: 4901.526855
	Iteration 38Q: 3 clusters Score -2202100 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 17024 members 
Entering Unmasked Estep 
Score: -2202104.250000 Penalty: 4901.526855
	Iteration 39Q: 3 clusters Score -2202104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 17035 members 
Entering Unmasked Estep 
Score: -2202109.000000 Penalty: 4901.526855
	Iteration 40F: 3 clusters Score -2202109 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -2202111.500000 Penalty: 4901.526855
	Iteration 41Q: 3 clusters Score -2202112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 17052 members 
Entering Unmasked Estep 
Score: -2202120.250000 Penalty: 4901.526855
	Iteration 42Q: 3 clusters Score -2202120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -2202120.000000 Penalty: 4901.526855
	Iteration 43Q: 3 clusters Score -2202120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 17065 members 
Entering Unmasked Estep 
Score: -2202118.000000 Penalty: 4901.526855
	Iteration 44Q: 3 clusters Score -2202118 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -2202120.500000 Penalty: 4901.526855
	Iteration 45Q: 3 clusters Score -2202120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2202126.000000 Penalty: 4901.526855
	Iteration 46Q: 3 clusters Score -2202126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -2202123.750000 Penalty: 4901.526855
	Iteration 47Q: 3 clusters Score -2202124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 17088 members 
Entering Unmasked Estep 
Score: -2202122.750000 Penalty: 4901.526855
	Iteration 48Q: 3 clusters Score -2202123 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -2202122.000000 Penalty: 4901.526855
	Iteration 49Q: 3 clusters Score -2202122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2202128.000000 Penalty: 4901.526855
	Iteration 50Q: 3 clusters Score -2202128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2202127.500000 Penalty: 4901.526855
	Iteration 51Q: 3 clusters Score -2202128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2202126.750000 Penalty: 4901.526855
	Iteration 52Q: 3 clusters Score -2202127 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -2202126.750000 Penalty: 4901.526855
	Iteration 53F: 3 clusters Score -2202127 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (170198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170198 members 
Entering Unmasked Estep 
Score: -20080634.000000 Penalty: 2987.090088
	Iteration 0F: 2 clusters Score -2.008063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85687 members 
Mstep: Class 2 contains 84511 members 
Entering Unmasked Estep 
Score: -19967124.000000 Penalty: 5974.180176
	Iteration 0F: 3 clusters Score -1.996712e+07 nChanged 81423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93678 members 
Mstep: Class 2 contains 76520 members 
Entering Unmasked Estep 
Score: -20015262.000000 Penalty: 5974.180176
	Iteration 1F: 3 clusters Score -2.001526e+07 nChanged 6859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99099 members 
Mstep: Class 2 contains 71099 members 
Entering Unmasked Estep 
Score: -20018012.000000 Penalty: 5974.180176
	Iteration 2Q: 3 clusters Score -2.001801e+07 nChanged 8878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107295 members 
Mstep: Class 2 contains 62903 members 
Entering Unmasked Estep 
Score: -20022538.000000 Penalty: 5974.180176
	Iteration 3F: 3 clusters Score -2.002254e+07 nChanged 11962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118927 members 
Mstep: Class 2 contains 51271 members 
Entering Unmasked Estep 
Score: -20030840.000000 Penalty: 5974.180176
	Iteration 4F: 3 clusters Score -2.003084e+07 nChanged 14705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133484 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -20043504.000000 Penalty: 5974.180176
	Iteration 5F: 3 clusters Score -2.00435e+07 nChanged 15155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148583 members 
Mstep: Class 2 contains 21615 members 
Entering Unmasked Estep 
Score: -20058338.000000 Penalty: 5974.180176
	Iteration 6F: 3 clusters Score -2.005834e+07 nChanged 11397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159954 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -20069560.000000 Penalty: 5974.180176
	Iteration 7F: 3 clusters Score -2.006956e+07 nChanged 5868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165806 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -20075096.000000 Penalty: 5974.180176
	Iteration 8Q: 3 clusters Score -2.00751e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168008 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -20077134.000000 Penalty: 5974.180176
	Iteration 9Q: 3 clusters Score -2.007713e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168704 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -20077850.000000 Penalty: 5974.180176
	Iteration 10Q: 3 clusters Score -2.007785e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168896 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -20078308.000000 Penalty: 5974.180176
	Iteration 11Q: 3 clusters Score -2.007831e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168905 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -20078588.000000 Penalty: 5974.180176
	Iteration 12Q: 3 clusters Score -2.007859e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168865 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -20078784.000000 Penalty: 5974.180176
	Iteration 13Q: 3 clusters Score -2.007878e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168797 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -20078898.000000 Penalty: 5974.180176
	Iteration 14Q: 3 clusters Score -2.00789e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168699 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -20079056.000000 Penalty: 5974.180176
	Iteration 15Q: 3 clusters Score -2.007906e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168640 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -20079108.000000 Penalty: 5974.180176
	Iteration 16Q: 3 clusters Score -2.007911e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168585 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -20079190.000000 Penalty: 5974.180176
	Iteration 17Q: 3 clusters Score -2.007919e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168546 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -20079218.000000 Penalty: 5974.180176
	Iteration 18Q: 3 clusters Score -2.007922e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168505 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -20079242.000000 Penalty: 5974.180176
	Iteration 19Q: 3 clusters Score -2.007924e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168455 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -20079316.000000 Penalty: 5974.180176
	Iteration 20F: 3 clusters Score -2.007932e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168376 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -20079406.000000 Penalty: 5974.180176
	Iteration 21Q: 3 clusters Score -2.007941e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168328 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -20079470.000000 Penalty: 5974.180176
	Iteration 22Q: 3 clusters Score -2.007947e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168281 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -20079456.000000 Penalty: 5974.180176
	Iteration 23Q: 3 clusters Score -2.007946e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168247 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -20079520.000000 Penalty: 5974.180176
	Iteration 24Q: 3 clusters Score -2.007952e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168185 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -20079578.000000 Penalty: 5974.180176
	Iteration 25Q: 3 clusters Score -2.007958e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168133 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -20079636.000000 Penalty: 5974.180176
	Iteration 26Q: 3 clusters Score -2.007964e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168083 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -20079624.000000 Penalty: 5974.180176
	Iteration 27Q: 3 clusters Score -2.007962e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168038 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -20079630.000000 Penalty: 5974.180176
	Iteration 28Q: 3 clusters Score -2.007963e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168003 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -20079664.000000 Penalty: 5974.180176
	Iteration 29Q: 3 clusters Score -2.007966e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167982 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -20079684.000000 Penalty: 5974.180176
	Iteration 30Q: 3 clusters Score -2.007968e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167954 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -20079710.000000 Penalty: 5974.180176
	Iteration 31Q: 3 clusters Score -2.007971e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167940 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -20079714.000000 Penalty: 5974.180176
	Iteration 32Q: 3 clusters Score -2.007971e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167932 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -20079732.000000 Penalty: 5974.180176
	Iteration 33Q: 3 clusters Score -2.007973e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167916 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -20079728.000000 Penalty: 5974.180176
	Iteration 34Q: 3 clusters Score -2.007973e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167898 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -20079720.000000 Penalty: 5974.180176
	Iteration 35Q: 3 clusters Score -2.007972e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167880 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -20079734.000000 Penalty: 5974.180176
	Iteration 36Q: 3 clusters Score -2.007973e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167865 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -20079764.000000 Penalty: 5974.180176
	Iteration 37Q: 3 clusters Score -2.007976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167858 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -20079754.000000 Penalty: 5974.180176
	Iteration 38Q: 3 clusters Score -2.007975e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167853 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -20079758.000000 Penalty: 5974.180176
	Iteration 39Q: 3 clusters Score -2.007976e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167844 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -20079788.000000 Penalty: 5974.180176
	Iteration 40F: 3 clusters Score -2.007979e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167835 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -20079784.000000 Penalty: 5974.180176
	Iteration 41Q: 3 clusters Score -2.007978e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167820 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -20079794.000000 Penalty: 5974.180176
	Iteration 42Q: 3 clusters Score -2.007979e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167808 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -20079788.000000 Penalty: 5974.180176
	Iteration 43Q: 3 clusters Score -2.007979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167799 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -20079790.000000 Penalty: 5974.180176
	Iteration 44Q: 3 clusters Score -2.007979e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167797 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -20079786.000000 Penalty: 5974.180176
	Iteration 45Q: 3 clusters Score -2.007979e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167796 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -20079796.000000 Penalty: 5974.180176
	Iteration 46Q: 3 clusters Score -2.00798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167788 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -20079814.000000 Penalty: 5974.180176
	Iteration 47Q: 3 clusters Score -2.007981e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167784 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -20079804.000000 Penalty: 5974.180176
	Iteration 48Q: 3 clusters Score -2.00798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167787 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -20079804.000000 Penalty: 5974.180176
	Iteration 49Q: 3 clusters Score -2.00798e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167786 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -20079808.000000 Penalty: 5974.180176
	Iteration 50Q: 3 clusters Score -2.007981e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167783 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -20079820.000000 Penalty: 5974.180176
	Iteration 51Q: 3 clusters Score -2.007982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167781 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -20079826.000000 Penalty: 5974.180176
	Iteration 52Q: 3 clusters Score -2.007983e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167776 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -20079820.000000 Penalty: 5974.180176
	Iteration 53Q: 3 clusters Score -2.007982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167772 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -20079802.000000 Penalty: 5974.180176
	Iteration 54Q: 3 clusters Score -2.00798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -20079806.000000 Penalty: 5974.180176
	Iteration 55Q: 3 clusters Score -2.007981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167774 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -20079806.000000 Penalty: 5974.180176
	Iteration 56Q: 3 clusters Score -2.007981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -20079814.000000 Penalty: 5974.180176
	Iteration 57Q: 3 clusters Score -2.007981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167772 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -20079808.000000 Penalty: 5974.180176
	Iteration 58Q: 3 clusters Score -2.007981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167771 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -20079802.000000 Penalty: 5974.180176
	Iteration 59Q: 3 clusters Score -2.00798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167772 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -20079810.000000 Penalty: 5974.180176
	Iteration 60F: 3 clusters Score -2.007981e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -20079810.000000 Penalty: 5974.180176
	Iteration 61Q: 3 clusters Score -2.007981e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167773 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -20079804.000000 Penalty: 5974.180176
	Iteration 62Q: 3 clusters Score -2.00798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167775 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -20079808.000000 Penalty: 5974.180176
	Iteration 63Q: 3 clusters Score -2.007981e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167775 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -20079808.000000 Penalty: 5974.180176
	Iteration 64F: 3 clusters Score -2.007981e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -245545.625000 Penalty: 1897.595703
	Iteration 0F: 2 clusters Score -245545.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -242864.062500 Penalty: 3795.191406
	Iteration 0F: 3 clusters Score -242864.1 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -243313.015625 Penalty: 3795.191406
	Iteration 1F: 3 clusters Score -243313 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -243432.531250 Penalty: 3795.191406
	Iteration 2F: 3 clusters Score -243432.5 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -243513.390625 Penalty: 3795.191406
	Iteration 3Q: 3 clusters Score -243513.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -243562.218750 Penalty: 3795.191406
	Iteration 4Q: 3 clusters Score -243562.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -243580.343750 Penalty: 3795.191406
	Iteration 5Q: 3 clusters Score -243580.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -243590.468750 Penalty: 3795.191406
	Iteration 6Q: 3 clusters Score -243590.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -243601.703125 Penalty: 3795.191406
	Iteration 7Q: 3 clusters Score -243601.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -243612.953125 Penalty: 3795.191406
	Iteration 8Q: 3 clusters Score -243613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -243617.312500 Penalty: 3795.191406
	Iteration 9Q: 3 clusters Score -243617.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -243619.437500 Penalty: 3795.191406
	Iteration 10Q: 3 clusters Score -243619.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -243620.546875 Penalty: 3795.191406
	Iteration 11Q: 3 clusters Score -243620.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -243621.312500 Penalty: 3795.191406
	Iteration 12Q: 3 clusters Score -243621.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -243621.312500 Penalty: 3795.191406
	Iteration 13F: 3 clusters Score -243621.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (192010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192010 members 
Entering Unmasked Estep 
Score: -22752712.000000 Penalty: 3016.994873
	Iteration 0F: 2 clusters Score -2.275271e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95934 members 
Mstep: Class 2 contains 96076 members 
Entering Unmasked Estep 
Score: -22626030.000000 Penalty: 6033.989746
	Iteration 0F: 3 clusters Score -2.262603e+07 nChanged 92338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96158 members 
Mstep: Class 2 contains 95852 members 
Entering Unmasked Estep 
Score: -22679226.000000 Penalty: 6033.989746
	Iteration 1F: 3 clusters Score -2.267923e+07 nChanged 4964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 95848 members 
Entering Unmasked Estep 
Score: -22680148.000000 Penalty: 6033.989746
	Iteration 2Q: 3 clusters Score -2.268015e+07 nChanged 4999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96083 members 
Mstep: Class 2 contains 95927 members 
Entering Unmasked Estep 
Score: -22681358.000000 Penalty: 6033.989746
	Iteration 3Q: 3 clusters Score -2.268136e+07 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95928 members 
Mstep: Class 2 contains 96082 members 
Entering Unmasked Estep 
Score: -22682750.000000 Penalty: 6033.989746
	Iteration 4Q: 3 clusters Score -2.268275e+07 nChanged 6219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95685 members 
Mstep: Class 2 contains 96325 members 
Entering Unmasked Estep 
Score: -22684782.000000 Penalty: 6033.989746
	Iteration 5Q: 3 clusters Score -2.268478e+07 nChanged 7325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95340 members 
Mstep: Class 2 contains 96670 members 
Entering Unmasked Estep 
Score: -22687732.000000 Penalty: 6033.989746
	Iteration 6Q: 3 clusters Score -2.268773e+07 nChanged 8606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94916 members 
Mstep: Class 2 contains 97094 members 
Entering Unmasked Estep 
Score: -22691680.000000 Penalty: 6033.989746
	Iteration 7Q: 3 clusters Score -2.269168e+07 nChanged 10325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94661 members 
Mstep: Class 2 contains 97349 members 
Entering Unmasked Estep 
Score: -22697658.000000 Penalty: 6033.989746
	Iteration 8F: 3 clusters Score -2.269766e+07 nChanged 11541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94342 members 
Mstep: Class 2 contains 97668 members 
Entering Unmasked Estep 
Score: -22705410.000000 Penalty: 6033.989746
	Iteration 9F: 3 clusters Score -2.270541e+07 nChanged 11955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 97893 members 
Entering Unmasked Estep 
Score: -22713230.000000 Penalty: 6033.989746
	Iteration 10F: 3 clusters Score -2.271323e+07 nChanged 10240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93993 members 
Mstep: Class 2 contains 98017 members 
Entering Unmasked Estep 
Score: -22718636.000000 Penalty: 6033.989746
	Iteration 11F: 3 clusters Score -2.271864e+07 nChanged 6908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93933 members 
Mstep: Class 2 contains 98077 members 
Entering Unmasked Estep 
Score: -22720878.000000 Penalty: 6033.989746
	Iteration 12Q: 3 clusters Score -2.272088e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93919 members 
Mstep: Class 2 contains 98091 members 
Entering Unmasked Estep 
Score: -22721852.000000 Penalty: 6033.989746
	Iteration 13Q: 3 clusters Score -2.272185e+07 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93934 members 
Mstep: Class 2 contains 98076 members 
Entering Unmasked Estep 
Score: -22722462.000000 Penalty: 6033.989746
	Iteration 14Q: 3 clusters Score -2.272246e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94004 members 
Mstep: Class 2 contains 98006 members 
Entering Unmasked Estep 
Score: -22722986.000000 Penalty: 6033.989746
	Iteration 15Q: 3 clusters Score -2.272299e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94085 members 
Mstep: Class 2 contains 97925 members 
Entering Unmasked Estep 
Score: -22723354.000000 Penalty: 6033.989746
	Iteration 16Q: 3 clusters Score -2.272335e+07 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94284 members 
Mstep: Class 2 contains 97726 members 
Entering Unmasked Estep 
Score: -22723908.000000 Penalty: 6033.989746
	Iteration 17Q: 3 clusters Score -2.272391e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94452 members 
Mstep: Class 2 contains 97558 members 
Entering Unmasked Estep 
Score: -22724336.000000 Penalty: 6033.989746
	Iteration 18Q: 3 clusters Score -2.272434e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94633 members 
Mstep: Class 2 contains 97377 members 
Entering Unmasked Estep 
Score: -22724852.000000 Penalty: 6033.989746
	Iteration 19Q: 3 clusters Score -2.272485e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94860 members 
Mstep: Class 2 contains 97150 members 
Entering Unmasked Estep 
Score: -22725362.000000 Penalty: 6033.989746
	Iteration 20F: 3 clusters Score -2.272536e+07 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95097 members 
Mstep: Class 2 contains 96913 members 
Entering Unmasked Estep 
Score: -22725798.000000 Penalty: 6033.989746
	Iteration 21Q: 3 clusters Score -2.27258e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95372 members 
Mstep: Class 2 contains 96638 members 
Entering Unmasked Estep 
Score: -22726270.000000 Penalty: 6033.989746
	Iteration 22Q: 3 clusters Score -2.272627e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95718 members 
Mstep: Class 2 contains 96292 members 
Entering Unmasked Estep 
Score: -22726540.000000 Penalty: 6033.989746
	Iteration 23Q: 3 clusters Score -2.272654e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96046 members 
Mstep: Class 2 contains 95964 members 
Entering Unmasked Estep 
Score: -22726910.000000 Penalty: 6033.989746
	Iteration 24Q: 3 clusters Score -2.272691e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96426 members 
Mstep: Class 2 contains 95584 members 
Entering Unmasked Estep 
Score: -22727250.000000 Penalty: 6033.989746
	Iteration 25Q: 3 clusters Score -2.272725e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96879 members 
Mstep: Class 2 contains 95131 members 
Entering Unmasked Estep 
Score: -22727662.000000 Penalty: 6033.989746
	Iteration 26Q: 3 clusters Score -2.272766e+07 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97375 members 
Mstep: Class 2 contains 94635 members 
Entering Unmasked Estep 
Score: -22727910.000000 Penalty: 6033.989746
	Iteration 27Q: 3 clusters Score -2.272791e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97947 members 
Mstep: Class 2 contains 94063 members 
Entering Unmasked Estep 
Score: -22728334.000000 Penalty: 6033.989746
	Iteration 28Q: 3 clusters Score -2.272833e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98519 members 
Mstep: Class 2 contains 93491 members 
Entering Unmasked Estep 
Score: -22728650.000000 Penalty: 6033.989746
	Iteration 29Q: 3 clusters Score -2.272865e+07 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99076 members 
Mstep: Class 2 contains 92934 members 
Entering Unmasked Estep 
Score: -22728826.000000 Penalty: 6033.989746
	Iteration 30Q: 3 clusters Score -2.272883e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99590 members 
Mstep: Class 2 contains 92420 members 
Entering Unmasked Estep 
Score: -22729044.000000 Penalty: 6033.989746
	Iteration 31Q: 3 clusters Score -2.272904e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100162 members 
Mstep: Class 2 contains 91848 members 
Entering Unmasked Estep 
Score: -22729318.000000 Penalty: 6033.989746
	Iteration 32Q: 3 clusters Score -2.272932e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100730 members 
Mstep: Class 2 contains 91280 members 
Entering Unmasked Estep 
Score: -22729550.000000 Penalty: 6033.989746
	Iteration 33Q: 3 clusters Score -2.272955e+07 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101332 members 
Mstep: Class 2 contains 90678 members 
Entering Unmasked Estep 
Score: -22729836.000000 Penalty: 6033.989746
	Iteration 34Q: 3 clusters Score -2.272984e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102003 members 
Mstep: Class 2 contains 90007 members 
Entering Unmasked Estep 
Score: -22729962.000000 Penalty: 6033.989746
	Iteration 35Q: 3 clusters Score -2.272996e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102627 members 
Mstep: Class 2 contains 89383 members 
Entering Unmasked Estep 
Score: -22730158.000000 Penalty: 6033.989746
	Iteration 36Q: 3 clusters Score -2.273016e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103230 members 
Mstep: Class 2 contains 88780 members 
Entering Unmasked Estep 
Score: -22730280.000000 Penalty: 6033.989746
	Iteration 37Q: 3 clusters Score -2.273028e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103874 members 
Mstep: Class 2 contains 88136 members 
Entering Unmasked Estep 
Score: -22730374.000000 Penalty: 6033.989746
	Iteration 38Q: 3 clusters Score -2.273037e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104533 members 
Mstep: Class 2 contains 87477 members 
Entering Unmasked Estep 
Score: -22730638.000000 Penalty: 6033.989746
	Iteration 39Q: 3 clusters Score -2.273064e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105190 members 
Mstep: Class 2 contains 86820 members 
Entering Unmasked Estep 
Score: -22730774.000000 Penalty: 6033.989746
	Iteration 40F: 3 clusters Score -2.273077e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105855 members 
Mstep: Class 2 contains 86155 members 
Entering Unmasked Estep 
Score: -22730766.000000 Penalty: 6033.989746
	Iteration 41Q: 3 clusters Score -2.273077e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106539 members 
Mstep: Class 2 contains 85471 members 
Entering Unmasked Estep 
Score: -22730764.000000 Penalty: 6033.989746
	Iteration 42Q: 3 clusters Score -2.273076e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107265 members 
Mstep: Class 2 contains 84745 members 
Entering Unmasked Estep 
Score: -22730926.000000 Penalty: 6033.989746
	Iteration 43Q: 3 clusters Score -2.273093e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108059 members 
Mstep: Class 2 contains 83951 members 
Entering Unmasked Estep 
Score: -22730996.000000 Penalty: 6033.989746
	Iteration 44Q: 3 clusters Score -2.2731e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108911 members 
Mstep: Class 2 contains 83099 members 
Entering Unmasked Estep 
Score: -22731038.000000 Penalty: 6033.989746
	Iteration 45Q: 3 clusters Score -2.273104e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109804 members 
Mstep: Class 2 contains 82206 members 
Entering Unmasked Estep 
Score: -22731216.000000 Penalty: 6033.989746
	Iteration 46Q: 3 clusters Score -2.273122e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110651 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -22731270.000000 Penalty: 6033.989746
	Iteration 47Q: 3 clusters Score -2.273127e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111584 members 
Mstep: Class 2 contains 80426 members 
Entering Unmasked Estep 
Score: -22731320.000000 Penalty: 6033.989746
	Iteration 48Q: 3 clusters Score -2.273132e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112595 members 
Mstep: Class 2 contains 79415 members 
Entering Unmasked Estep 
Score: -22731268.000000 Penalty: 6033.989746
	Iteration 49Q: 3 clusters Score -2.273127e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113681 members 
Mstep: Class 2 contains 78329 members 
Entering Unmasked Estep 
Score: -22731482.000000 Penalty: 6033.989746
	Iteration 50Q: 3 clusters Score -2.273148e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 77179 members 
Entering Unmasked Estep 
Score: -22731680.000000 Penalty: 6033.989746
	Iteration 51Q: 3 clusters Score -2.273168e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116127 members 
Mstep: Class 2 contains 75883 members 
Entering Unmasked Estep 
Score: -22731782.000000 Penalty: 6033.989746
	Iteration 52Q: 3 clusters Score -2.273178e+07 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117495 members 
Mstep: Class 2 contains 74515 members 
Entering Unmasked Estep 
Score: -22731918.000000 Penalty: 6033.989746
	Iteration 53Q: 3 clusters Score -2.273192e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119016 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -22732180.000000 Penalty: 6033.989746
	Iteration 54Q: 3 clusters Score -2.273218e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120493 members 
Mstep: Class 2 contains 71517 members 
Entering Unmasked Estep 
Score: -22732410.000000 Penalty: 6033.989746
	Iteration 55Q: 3 clusters Score -2.273241e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122113 members 
Mstep: Class 2 contains 69897 members 
Entering Unmasked Estep 
Score: -22732738.000000 Penalty: 6033.989746
	Iteration 56Q: 3 clusters Score -2.273274e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123802 members 
Mstep: Class 2 contains 68208 members 
Entering Unmasked Estep 
Score: -22733078.000000 Penalty: 6033.989746
	Iteration 57Q: 3 clusters Score -2.273308e+07 nChanged 1808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125610 members 
Mstep: Class 2 contains 66400 members 
Entering Unmasked Estep 
Score: -22733358.000000 Penalty: 6033.989746
	Iteration 58Q: 3 clusters Score -2.273336e+07 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127478 members 
Mstep: Class 2 contains 64532 members 
Entering Unmasked Estep 
Score: -22733640.000000 Penalty: 6033.989746
	Iteration 59Q: 3 clusters Score -2.273364e+07 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129467 members 
Mstep: Class 2 contains 62543 members 
Entering Unmasked Estep 
Score: -22733908.000000 Penalty: 6033.989746
	Iteration 60F: 3 clusters Score -2.273391e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131501 members 
Mstep: Class 2 contains 60509 members 
Entering Unmasked Estep 
Score: -22734428.000000 Penalty: 6033.989746
	Iteration 61Q: 3 clusters Score -2.273443e+07 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133661 members 
Mstep: Class 2 contains 58349 members 
Entering Unmasked Estep 
Score: -22734890.000000 Penalty: 6033.989746
	Iteration 62Q: 3 clusters Score -2.273489e+07 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135960 members 
Mstep: Class 2 contains 56050 members 
Entering Unmasked Estep 
Score: -22735380.000000 Penalty: 6033.989746
	Iteration 63Q: 3 clusters Score -2.273538e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138324 members 
Mstep: Class 2 contains 53686 members 
Entering Unmasked Estep 
Score: -22735912.000000 Penalty: 6033.989746
	Iteration 64Q: 3 clusters Score -2.273591e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140724 members 
Mstep: Class 2 contains 51286 members 
Entering Unmasked Estep 
Score: -22736610.000000 Penalty: 6033.989746
	Iteration 65Q: 3 clusters Score -2.273661e+07 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143132 members 
Mstep: Class 2 contains 48878 members 
Entering Unmasked Estep 
Score: -22737364.000000 Penalty: 6033.989746
	Iteration 66Q: 3 clusters Score -2.273736e+07 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145617 members 
Mstep: Class 2 contains 46393 members 
Entering Unmasked Estep 
Score: -22737976.000000 Penalty: 6033.989746
	Iteration 67Q: 3 clusters Score -2.273798e+07 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148154 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -22738718.000000 Penalty: 6033.989746
	Iteration 68Q: 3 clusters Score -2.273872e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150760 members 
Mstep: Class 2 contains 41250 members 
Entering Unmasked Estep 
Score: -22739452.000000 Penalty: 6033.989746
	Iteration 69Q: 3 clusters Score -2.273945e+07 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153375 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -22740214.000000 Penalty: 6033.989746
	Iteration 70Q: 3 clusters Score -2.274021e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155908 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -22740874.000000 Penalty: 6033.989746
	Iteration 71Q: 3 clusters Score -2.274087e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158366 members 
Mstep: Class 2 contains 33644 members 
Entering Unmasked Estep 
Score: -22741618.000000 Penalty: 6033.989746
	Iteration 72Q: 3 clusters Score -2.274162e+07 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160831 members 
Mstep: Class 2 contains 31179 members 
Entering Unmasked Estep 
Score: -22742468.000000 Penalty: 6033.989746
	Iteration 73Q: 3 clusters Score -2.274247e+07 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163227 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -22743092.000000 Penalty: 6033.989746
	Iteration 74Q: 3 clusters Score -2.274309e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165515 members 
Mstep: Class 2 contains 26495 members 
Entering Unmasked Estep 
Score: -22743644.000000 Penalty: 6033.989746
	Iteration 75Q: 3 clusters Score -2.274364e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167704 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -22744398.000000 Penalty: 6033.989746
	Iteration 76Q: 3 clusters Score -2.27444e+07 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169761 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -22744888.000000 Penalty: 6033.989746
	Iteration 77Q: 3 clusters Score -2.274489e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171669 members 
Mstep: Class 2 contains 20341 members 
Entering Unmasked Estep 
Score: -22745498.000000 Penalty: 6033.989746
	Iteration 78Q: 3 clusters Score -2.27455e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173407 members 
Mstep: Class 2 contains 18603 members 
Entering Unmasked Estep 
Score: -22745896.000000 Penalty: 6033.989746
	Iteration 79Q: 3 clusters Score -2.27459e+07 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175025 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -22746530.000000 Penalty: 6033.989746
	Iteration 80F: 3 clusters Score -2.274653e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176522 members 
Mstep: Class 2 contains 15488 members 
Entering Unmasked Estep 
Score: -22746954.000000 Penalty: 6033.989746
	Iteration 81Q: 3 clusters Score -2.274695e+07 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177887 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -22747318.000000 Penalty: 6033.989746
	Iteration 82Q: 3 clusters Score -2.274732e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179142 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -22747712.000000 Penalty: 6033.989746
	Iteration 83Q: 3 clusters Score -2.274771e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180310 members 
Mstep: Class 2 contains 11700 members 
Entering Unmasked Estep 
Score: -22748086.000000 Penalty: 6033.989746
	Iteration 84Q: 3 clusters Score -2.274809e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181391 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -22748424.000000 Penalty: 6033.989746
	Iteration 85Q: 3 clusters Score -2.274842e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182388 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -22748672.000000 Penalty: 6033.989746
	Iteration 86Q: 3 clusters Score -2.274867e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183247 members 
Mstep: Class 2 contains 8763 members 
Entering Unmasked Estep 
Score: -22748908.000000 Penalty: 6033.989746
	Iteration 87Q: 3 clusters Score -2.274891e+07 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183969 members 
Mstep: Class 2 contains 8041 members 
Entering Unmasked Estep 
Score: -22749048.000000 Penalty: 6033.989746
	Iteration 88Q: 3 clusters Score -2.274905e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184622 members 
Mstep: Class 2 contains 7388 members 
Entering Unmasked Estep 
Score: -22749250.000000 Penalty: 6033.989746
	Iteration 89Q: 3 clusters Score -2.274925e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185225 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -22749378.000000 Penalty: 6033.989746
	Iteration 90Q: 3 clusters Score -2.274938e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185744 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -22749506.000000 Penalty: 6033.989746
	Iteration 91Q: 3 clusters Score -2.274951e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186203 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -22749672.000000 Penalty: 6033.989746
	Iteration 92Q: 3 clusters Score -2.274967e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186625 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -22749762.000000 Penalty: 6033.989746
	Iteration 93Q: 3 clusters Score -2.274976e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186982 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -22749858.000000 Penalty: 6033.989746
	Iteration 94Q: 3 clusters Score -2.274986e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187297 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -22749986.000000 Penalty: 6033.989746
	Iteration 95Q: 3 clusters Score -2.274999e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187577 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -22750042.000000 Penalty: 6033.989746
	Iteration 96Q: 3 clusters Score -2.275004e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187804 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -22750100.000000 Penalty: 6033.989746
	Iteration 97Q: 3 clusters Score -2.27501e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188005 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -22750212.000000 Penalty: 6033.989746
	Iteration 98Q: 3 clusters Score -2.275021e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188202 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -22750238.000000 Penalty: 6033.989746
	Iteration 99Q: 3 clusters Score -2.275024e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188370 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -22750266.000000 Penalty: 6033.989746
	Iteration 100F: 3 clusters Score -2.275027e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188533 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -22750312.000000 Penalty: 6033.989746
	Iteration 101Q: 3 clusters Score -2.275031e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188683 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -22750326.000000 Penalty: 6033.989746
	Iteration 102Q: 3 clusters Score -2.275033e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188823 members 
Mstep: Class 2 contains 3187 members 
Entering Unmasked Estep 
Score: -22750384.000000 Penalty: 6033.989746
	Iteration 103Q: 3 clusters Score -2.275038e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188920 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -22750396.000000 Penalty: 6033.989746
	Iteration 104Q: 3 clusters Score -2.27504e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189016 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -22750352.000000 Penalty: 6033.989746
	Iteration 105Q: 3 clusters Score -2.275035e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189098 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -22750374.000000 Penalty: 6033.989746
	Iteration 106Q: 3 clusters Score -2.275037e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189156 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -22750376.000000 Penalty: 6033.989746
	Iteration 107Q: 3 clusters Score -2.275038e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189195 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -22750382.000000 Penalty: 6033.989746
	Iteration 108Q: 3 clusters Score -2.275038e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189235 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -22750362.000000 Penalty: 6033.989746
	Iteration 109Q: 3 clusters Score -2.275036e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189269 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -22750376.000000 Penalty: 6033.989746
	Iteration 110Q: 3 clusters Score -2.275038e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189307 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -22750374.000000 Penalty: 6033.989746
	Iteration 111Q: 3 clusters Score -2.275037e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189338 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -22750390.000000 Penalty: 6033.989746
	Iteration 112Q: 3 clusters Score -2.275039e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189367 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -22750404.000000 Penalty: 6033.989746
	Iteration 113Q: 3 clusters Score -2.27504e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189400 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -22750384.000000 Penalty: 6033.989746
	Iteration 114Q: 3 clusters Score -2.275038e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189431 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -22750432.000000 Penalty: 6033.989746
	Iteration 115Q: 3 clusters Score -2.275043e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189466 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -22750432.000000 Penalty: 6033.989746
	Iteration 116Q: 3 clusters Score -2.275043e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189506 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -22750456.000000 Penalty: 6033.989746
	Iteration 117Q: 3 clusters Score -2.275046e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189538 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -22750462.000000 Penalty: 6033.989746
	Iteration 118Q: 3 clusters Score -2.275046e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189569 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -22750462.000000 Penalty: 6033.989746
	Iteration 119Q: 3 clusters Score -2.275046e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189588 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -22750482.000000 Penalty: 6033.989746
	Iteration 120F: 3 clusters Score -2.275048e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189606 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -22750496.000000 Penalty: 6033.989746
	Iteration 121Q: 3 clusters Score -2.27505e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189630 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -22750470.000000 Penalty: 6033.989746
	Iteration 122Q: 3 clusters Score -2.275047e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189663 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -22750484.000000 Penalty: 6033.989746
	Iteration 123Q: 3 clusters Score -2.275048e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189693 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -22750482.000000 Penalty: 6033.989746
	Iteration 124Q: 3 clusters Score -2.275048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189716 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -22750470.000000 Penalty: 6033.989746
	Iteration 125Q: 3 clusters Score -2.275047e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189739 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -22750494.000000 Penalty: 6033.989746
	Iteration 126Q: 3 clusters Score -2.275049e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189752 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -22750496.000000 Penalty: 6033.989746
	Iteration 127Q: 3 clusters Score -2.27505e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189764 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -22750492.000000 Penalty: 6033.989746
	Iteration 128Q: 3 clusters Score -2.275049e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189777 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -22750504.000000 Penalty: 6033.989746
	Iteration 129Q: 3 clusters Score -2.27505e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189797 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -22750518.000000 Penalty: 6033.989746
	Iteration 130Q: 3 clusters Score -2.275052e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189817 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -22750510.000000 Penalty: 6033.989746
	Iteration 131Q: 3 clusters Score -2.275051e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189832 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -22750526.000000 Penalty: 6033.989746
	Iteration 132Q: 3 clusters Score -2.275053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189842 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -22750524.000000 Penalty: 6033.989746
	Iteration 133Q: 3 clusters Score -2.275052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189857 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -22750498.000000 Penalty: 6033.989746
	Iteration 134Q: 3 clusters Score -2.27505e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189875 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -22750532.000000 Penalty: 6033.989746
	Iteration 135Q: 3 clusters Score -2.275053e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189894 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -22750544.000000 Penalty: 6033.989746
	Iteration 136Q: 3 clusters Score -2.275054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189907 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -22750532.000000 Penalty: 6033.989746
	Iteration 137Q: 3 clusters Score -2.275053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189915 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -22750532.000000 Penalty: 6033.989746
	Iteration 138Q: 3 clusters Score -2.275053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189927 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -22750548.000000 Penalty: 6033.989746
	Iteration 139Q: 3 clusters Score -2.275055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189935 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -22750542.000000 Penalty: 6033.989746
	Iteration 140F: 3 clusters Score -2.275054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189946 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -22750548.000000 Penalty: 6033.989746
	Iteration 141Q: 3 clusters Score -2.275055e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189958 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -22750544.000000 Penalty: 6033.989746
	Iteration 142Q: 3 clusters Score -2.275054e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189966 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -22750544.000000 Penalty: 6033.989746
	Iteration 143Q: 3 clusters Score -2.275054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189973 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -22750550.000000 Penalty: 6033.989746
	Iteration 144Q: 3 clusters Score -2.275055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189976 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -22750554.000000 Penalty: 6033.989746
	Iteration 145Q: 3 clusters Score -2.275055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189978 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -22750550.000000 Penalty: 6033.989746
	Iteration 146Q: 3 clusters Score -2.275055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189978 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -22750546.000000 Penalty: 6033.989746
	Iteration 147Q: 3 clusters Score -2.275055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189979 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -22750528.000000 Penalty: 6033.989746
	Iteration 148Q: 3 clusters Score -2.275053e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189981 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -22750552.000000 Penalty: 6033.989746
	Iteration 149Q: 3 clusters Score -2.275055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189985 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -22750542.000000 Penalty: 6033.989746
	Iteration 150Q: 3 clusters Score -2.275054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189990 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -22750532.000000 Penalty: 6033.989746
	Iteration 151Q: 3 clusters Score -2.275053e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189997 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -22750536.000000 Penalty: 6033.989746
	Iteration 152Q: 3 clusters Score -2.275054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190003 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -22750540.000000 Penalty: 6033.989746
	Iteration 153Q: 3 clusters Score -2.275054e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190008 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -22750548.000000 Penalty: 6033.989746
	Iteration 154Q: 3 clusters Score -2.275055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190009 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -22750548.000000 Penalty: 6033.989746
	Iteration 155Q: 3 clusters Score -2.275055e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190009 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -22750548.000000 Penalty: 6033.989746
	Iteration 156F: 3 clusters Score -2.275055e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Entering Unmasked Estep 
Score: -2916684.500000 Penalty: 2527.012939
	Iteration 0F: 2 clusters Score -2916684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -2898297.000000 Penalty: 5054.025879
	Iteration 0F: 3 clusters Score -2898297 nChanged 11996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -2905130.000000 Penalty: 5054.025879
	Iteration 1F: 3 clusters Score -2905130 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 12880 members 
Entering Unmasked Estep 
Score: -2905836.250000 Penalty: 5054.025879
	Iteration 2F: 3 clusters Score -2905836 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2906577.750000 Penalty: 5054.025879
	Iteration 3F: 3 clusters Score -2906578 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 12528 members 
Entering Unmasked Estep 
Score: -2907294.250000 Penalty: 5054.025879
	Iteration 4F: 3 clusters Score -2907294 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2908055.750000 Penalty: 5054.025879
	Iteration 5F: 3 clusters Score -2908056 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2908873.500000 Penalty: 5054.025879
	Iteration 6F: 3 clusters Score -2908874 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -2909715.000000 Penalty: 5054.025879
	Iteration 7F: 3 clusters Score -2909715 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2910543.750000 Penalty: 5054.025879
	Iteration 8F: 3 clusters Score -2910544 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2911230.000000 Penalty: 5054.025879
	Iteration 9Q: 3 clusters Score -2911230 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16256 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -2911806.750000 Penalty: 5054.025879
	Iteration 10Q: 3 clusters Score -2911807 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -2912276.500000 Penalty: 5054.025879
	Iteration 11Q: 3 clusters Score -2912276 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -2912644.250000 Penalty: 5054.025879
	Iteration 12Q: 3 clusters Score -2912644 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -2913028.500000 Penalty: 5054.025879
	Iteration 13Q: 3 clusters Score -2913028 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18428 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -2913442.000000 Penalty: 5054.025879
	Iteration 14Q: 3 clusters Score -2913442 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19014 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2913891.750000 Penalty: 5054.025879
	Iteration 15Q: 3 clusters Score -2913892 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2914314.250000 Penalty: 5054.025879
	Iteration 16Q: 3 clusters Score -2914314 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -2914725.750000 Penalty: 5054.025879
	Iteration 17Q: 3 clusters Score -2914726 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -2915064.250000 Penalty: 5054.025879
	Iteration 18Q: 3 clusters Score -2915064 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -2915362.000000 Penalty: 5054.025879
	Iteration 19Q: 3 clusters Score -2915362 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -2915615.500000 Penalty: 5054.025879
	Iteration 20F: 3 clusters Score -2915616 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -2915849.000000 Penalty: 5054.025879
	Iteration 21Q: 3 clusters Score -2915849 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21719 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -2915988.250000 Penalty: 5054.025879
	Iteration 22Q: 3 clusters Score -2915988 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -2916054.250000 Penalty: 5054.025879
	Iteration 23Q: 3 clusters Score -2916054 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -2916120.750000 Penalty: 5054.025879
	Iteration 24Q: 3 clusters Score -2916121 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22140 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -2916163.500000 Penalty: 5054.025879
	Iteration 25Q: 3 clusters Score -2916164 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -2916187.500000 Penalty: 5054.025879
	Iteration 26Q: 3 clusters Score -2916188 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 4311 members 
Entering Unmasked Estep 
Score: -2916196.750000 Penalty: 5054.025879
	Iteration 27Q: 3 clusters Score -2916197 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -2916208.000000 Penalty: 5054.025879
	Iteration 28Q: 3 clusters Score -2916208 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22411 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -2916225.250000 Penalty: 5054.025879
	Iteration 29Q: 3 clusters Score -2916225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22456 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -2916228.500000 Penalty: 5054.025879
	Iteration 30Q: 3 clusters Score -2916228 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -2916229.500000 Penalty: 5054.025879
	Iteration 31Q: 3 clusters Score -2916230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2916239.250000 Penalty: 5054.025879
	Iteration 32Q: 3 clusters Score -2916239 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22524 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2916244.000000 Penalty: 5054.025879
	Iteration 33Q: 3 clusters Score -2916244 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -2916247.500000 Penalty: 5054.025879
	Iteration 34Q: 3 clusters Score -2916248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2916244.250000 Penalty: 5054.025879
	Iteration 35Q: 3 clusters Score -2916244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22562 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -2916248.000000 Penalty: 5054.025879
	Iteration 36Q: 3 clusters Score -2916248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2916247.250000 Penalty: 5054.025879
	Iteration 37Q: 3 clusters Score -2916247 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22577 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -2916245.250000 Penalty: 5054.025879
	Iteration 38Q: 3 clusters Score -2916245 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22586 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2916249.500000 Penalty: 5054.025879
	Iteration 39Q: 3 clusters Score -2916250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22593 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -2916251.000000 Penalty: 5054.025879
	Iteration 40F: 3 clusters Score -2916251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -2916251.250000 Penalty: 5054.025879
	Iteration 41Q: 3 clusters Score -2916251 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -2916249.000000 Penalty: 5054.025879
	Iteration 42Q: 3 clusters Score -2916249 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22615 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -2916251.500000 Penalty: 5054.025879
	Iteration 43Q: 3 clusters Score -2916252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -2916251.750000 Penalty: 5054.025879
	Iteration 44Q: 3 clusters Score -2916252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2916249.750000 Penalty: 5054.025879
	Iteration 45Q: 3 clusters Score -2916250 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -2916249.750000 Penalty: 5054.025879
	Iteration 46F: 3 clusters Score -2916250 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Entering Unmasked Estep 
Score: -1648575.125000 Penalty: 2363.519287
	Iteration 0F: 2 clusters Score -1648575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -1638467.375000 Penalty: 4727.038574
	Iteration 0F: 3 clusters Score -1638467 nChanged 5862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -1641599.750000 Penalty: 4727.038574
	Iteration 1F: 3 clusters Score -1641600 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -1641967.750000 Penalty: 4727.038574
	Iteration 2F: 3 clusters Score -1641968 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1642274.125000 Penalty: 4727.038574
	Iteration 3Q: 3 clusters Score -1642274 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -1642580.375000 Penalty: 4727.038574
	Iteration 4Q: 3 clusters Score -1642580 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1642871.125000 Penalty: 4727.038574
	Iteration 5Q: 3 clusters Score -1642871 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1643153.750000 Penalty: 4727.038574
	Iteration 6Q: 3 clusters Score -1643154 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1643446.750000 Penalty: 4727.038574
	Iteration 7Q: 3 clusters Score -1643447 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1643693.625000 Penalty: 4727.038574
	Iteration 8Q: 3 clusters Score -1643694 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -1643963.375000 Penalty: 4727.038574
	Iteration 9Q: 3 clusters Score -1643963 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1644251.125000 Penalty: 4727.038574
	Iteration 10Q: 3 clusters Score -1644251 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -1644536.000000 Penalty: 4727.038574
	Iteration 11Q: 3 clusters Score -1644536 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1644818.000000 Penalty: 4727.038574
	Iteration 12Q: 3 clusters Score -1644818 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -1645090.375000 Penalty: 4727.038574
	Iteration 13Q: 3 clusters Score -1645090 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -1645308.000000 Penalty: 4727.038574
	Iteration 14Q: 3 clusters Score -1645308 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 10172 members 
Entering Unmasked Estep 
Score: -1645454.125000 Penalty: 4727.038574
	Iteration 15Q: 3 clusters Score -1645454 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -1645564.375000 Penalty: 4727.038574
	Iteration 16Q: 3 clusters Score -1645564 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -1645648.375000 Penalty: 4727.038574
	Iteration 17Q: 3 clusters Score -1645648 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -1645710.625000 Penalty: 4727.038574
	Iteration 18Q: 3 clusters Score -1645711 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -1645764.750000 Penalty: 4727.038574
	Iteration 19Q: 3 clusters Score -1645765 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -1645811.250000 Penalty: 4727.038574
	Iteration 20F: 3 clusters Score -1645811 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -1645846.375000 Penalty: 4727.038574
	Iteration 21Q: 3 clusters Score -1645846 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 11147 members 
Entering Unmasked Estep 
Score: -1645877.875000 Penalty: 4727.038574
	Iteration 22Q: 3 clusters Score -1645878 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1645914.250000 Penalty: 4727.038574
	Iteration 23Q: 3 clusters Score -1645914 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 11351 members 
Entering Unmasked Estep 
Score: -1645949.000000 Penalty: 4727.038574
	Iteration 24Q: 3 clusters Score -1645949 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 11442 members 
Entering Unmasked Estep 
Score: -1645982.875000 Penalty: 4727.038574
	Iteration 25Q: 3 clusters Score -1645983 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -1646022.125000 Penalty: 4727.038574
	Iteration 26Q: 3 clusters Score -1646022 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 11621 members 
Entering Unmasked Estep 
Score: -1646048.125000 Penalty: 4727.038574
	Iteration 27Q: 3 clusters Score -1646048 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 11693 members 
Entering Unmasked Estep 
Score: -1646083.125000 Penalty: 4727.038574
	Iteration 28Q: 3 clusters Score -1646083 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -1646112.625000 Penalty: 4727.038574
	Iteration 29Q: 3 clusters Score -1646113 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 11858 members 
Entering Unmasked Estep 
Score: -1646153.625000 Penalty: 4727.038574
	Iteration 30Q: 3 clusters Score -1646154 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1646195.750000 Penalty: 4727.038574
	Iteration 31Q: 3 clusters Score -1646196 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -1646238.250000 Penalty: 4727.038574
	Iteration 32Q: 3 clusters Score -1646238 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 12121 members 
Entering Unmasked Estep 
Score: -1646283.000000 Penalty: 4727.038574
	Iteration 33Q: 3 clusters Score -1646283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -1646322.625000 Penalty: 4727.038574
	Iteration 34Q: 3 clusters Score -1646323 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 12263 members 
Entering Unmasked Estep 
Score: -1646351.375000 Penalty: 4727.038574
	Iteration 35Q: 3 clusters Score -1646351 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 12316 members 
Entering Unmasked Estep 
Score: -1646376.000000 Penalty: 4727.038574
	Iteration 36Q: 3 clusters Score -1646376 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -1646391.625000 Penalty: 4727.038574
	Iteration 37Q: 3 clusters Score -1646392 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -1646410.250000 Penalty: 4727.038574
	Iteration 38Q: 3 clusters Score -1646410 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -1646426.500000 Penalty: 4727.038574
	Iteration 39Q: 3 clusters Score -1646426 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -1646441.500000 Penalty: 4727.038574
	Iteration 40F: 3 clusters Score -1646442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1646461.125000 Penalty: 4727.038574
	Iteration 41Q: 3 clusters Score -1646461 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1646480.250000 Penalty: 4727.038574
	Iteration 42Q: 3 clusters Score -1646480 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1646496.375000 Penalty: 4727.038574
	Iteration 43Q: 3 clusters Score -1646496 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -1646511.875000 Penalty: 4727.038574
	Iteration 44Q: 3 clusters Score -1646512 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -1646517.875000 Penalty: 4727.038574
	Iteration 45Q: 3 clusters Score -1646518 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -1646517.750000 Penalty: 4727.038574
	Iteration 46Q: 3 clusters Score -1646518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 12663 members 
Entering Unmasked Estep 
Score: -1646528.375000 Penalty: 4727.038574
	Iteration 47Q: 3 clusters Score -1646528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -1646532.750000 Penalty: 4727.038574
	Iteration 48Q: 3 clusters Score -1646533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -1646539.875000 Penalty: 4727.038574
	Iteration 49Q: 3 clusters Score -1646540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 12702 members 
Entering Unmasked Estep 
Score: -1646544.250000 Penalty: 4727.038574
	Iteration 50Q: 3 clusters Score -1646544 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -1646550.875000 Penalty: 4727.038574
	Iteration 51Q: 3 clusters Score -1646551 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -1646560.875000 Penalty: 4727.038574
	Iteration 52Q: 3 clusters Score -1646561 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -1646564.500000 Penalty: 4727.038574
	Iteration 53Q: 3 clusters Score -1646564 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -1646573.375000 Penalty: 4727.038574
	Iteration 54Q: 3 clusters Score -1646573 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 12775 members 
Entering Unmasked Estep 
Score: -1646583.625000 Penalty: 4727.038574
	Iteration 55Q: 3 clusters Score -1646584 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 12790 members 
Entering Unmasked Estep 
Score: -1646595.000000 Penalty: 4727.038574
	Iteration 56Q: 3 clusters Score -1646595 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -1646604.375000 Penalty: 4727.038574
	Iteration 57Q: 3 clusters Score -1646604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -1646609.250000 Penalty: 4727.038574
	Iteration 58Q: 3 clusters Score -1646609 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -1646622.125000 Penalty: 4727.038574
	Iteration 59Q: 3 clusters Score -1646622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -1646634.250000 Penalty: 4727.038574
	Iteration 60F: 3 clusters Score -1646634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1646639.750000 Penalty: 4727.038574
	Iteration 61Q: 3 clusters Score -1646640 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -1646640.625000 Penalty: 4727.038574
	Iteration 62Q: 3 clusters Score -1646641 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -1646642.000000 Penalty: 4727.038574
	Iteration 63Q: 3 clusters Score -1646642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -1646642.875000 Penalty: 4727.038574
	Iteration 64Q: 3 clusters Score -1646643 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -1646643.875000 Penalty: 4727.038574
	Iteration 65Q: 3 clusters Score -1646644 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -1646648.875000 Penalty: 4727.038574
	Iteration 66Q: 3 clusters Score -1646649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -1646654.125000 Penalty: 4727.038574
	Iteration 67Q: 3 clusters Score -1646654 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 12919 members 
Entering Unmasked Estep 
Score: -1646654.875000 Penalty: 4727.038574
	Iteration 68Q: 3 clusters Score -1646655 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 12923 members 
Entering Unmasked Estep 
Score: -1646656.250000 Penalty: 4727.038574
	Iteration 69Q: 3 clusters Score -1646656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1646660.375000 Penalty: 4727.038574
	Iteration 70Q: 3 clusters Score -1646660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 12931 members 
Entering Unmasked Estep 
Score: -1646660.875000 Penalty: 4727.038574
	Iteration 71Q: 3 clusters Score -1646661 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -1646663.625000 Penalty: 4727.038574
	Iteration 72Q: 3 clusters Score -1646664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -1646667.500000 Penalty: 4727.038574
	Iteration 73Q: 3 clusters Score -1646668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -1646668.750000 Penalty: 4727.038574
	Iteration 74Q: 3 clusters Score -1646669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 12954 members 
Entering Unmasked Estep 
Score: -1646676.875000 Penalty: 4727.038574
	Iteration 75Q: 3 clusters Score -1646677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1646678.625000 Penalty: 4727.038574
	Iteration 76Q: 3 clusters Score -1646679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1646677.625000 Penalty: 4727.038574
	Iteration 77Q: 3 clusters Score -1646678 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -1646678.750000 Penalty: 4727.038574
	Iteration 78Q: 3 clusters Score -1646679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 12965 members 
Entering Unmasked Estep 
Score: -1646684.000000 Penalty: 4727.038574
	Iteration 79Q: 3 clusters Score -1646684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 12966 members 
Entering Unmasked Estep 
Score: -1646682.625000 Penalty: 4727.038574
	Iteration 80F: 3 clusters Score -1646683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Entering Unmasked Estep 
Score: -264288.750000 Penalty: 1942.634521
	Iteration 0F: 2 clusters Score -264288.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -261348.203125 Penalty: 3885.269043
	Iteration 0F: 3 clusters Score -261348.2 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -261934.625000 Penalty: 3885.269043
	Iteration 1F: 3 clusters Score -261934.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -262139.375000 Penalty: 3885.269043
	Iteration 2F: 3 clusters Score -262139.4 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -262262.875000 Penalty: 3885.269043
	Iteration 3F: 3 clusters Score -262262.9 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -262331.812500 Penalty: 3885.269043
	Iteration 4Q: 3 clusters Score -262331.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -262384.593750 Penalty: 3885.269043
	Iteration 5Q: 3 clusters Score -262384.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -262417.968750 Penalty: 3885.269043
	Iteration 6Q: 3 clusters Score -262418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -262442.562500 Penalty: 3885.269043
	Iteration 7Q: 3 clusters Score -262442.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -262468.187500 Penalty: 3885.269043
	Iteration 8Q: 3 clusters Score -262468.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -262486.031250 Penalty: 3885.269043
	Iteration 9Q: 3 clusters Score -262486 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -262505.718750 Penalty: 3885.269043
	Iteration 10Q: 3 clusters Score -262505.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -262518.312500 Penalty: 3885.269043
	Iteration 11Q: 3 clusters Score -262518.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -262524.406250 Penalty: 3885.269043
	Iteration 12Q: 3 clusters Score -262524.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -262529.906250 Penalty: 3885.269043
	Iteration 13Q: 3 clusters Score -262529.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -262534.531250 Penalty: 3885.269043
	Iteration 14Q: 3 clusters Score -262534.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -262543.718750 Penalty: 3885.269043
	Iteration 15Q: 3 clusters Score -262543.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -262556.531250 Penalty: 3885.269043
	Iteration 16Q: 3 clusters Score -262556.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -262565.656250 Penalty: 3885.269043
	Iteration 17Q: 3 clusters Score -262565.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -262576.562500 Penalty: 3885.269043
	Iteration 18Q: 3 clusters Score -262576.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -262581.875000 Penalty: 3885.269043
	Iteration 19Q: 3 clusters Score -262581.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -262589.031250 Penalty: 3885.269043
	Iteration 20F: 3 clusters Score -262589 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -262595.875000 Penalty: 3885.269043
	Iteration 21Q: 3 clusters Score -262595.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -262605.562500 Penalty: 3885.269043
	Iteration 22Q: 3 clusters Score -262605.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -262614.562500 Penalty: 3885.269043
	Iteration 23Q: 3 clusters Score -262614.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -262623.062500 Penalty: 3885.269043
	Iteration 24Q: 3 clusters Score -262623.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -262633.375000 Penalty: 3885.269043
	Iteration 25Q: 3 clusters Score -262633.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -262640.718750 Penalty: 3885.269043
	Iteration 26Q: 3 clusters Score -262640.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -262649.343750 Penalty: 3885.269043
	Iteration 27Q: 3 clusters Score -262649.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -262654.500000 Penalty: 3885.269043
	Iteration 28Q: 3 clusters Score -262654.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -262661.625000 Penalty: 3885.269043
	Iteration 29Q: 3 clusters Score -262661.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -262665.187500 Penalty: 3885.269043
	Iteration 30Q: 3 clusters Score -262665.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -262669.750000 Penalty: 3885.269043
	Iteration 31Q: 3 clusters Score -262669.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -262672.375000 Penalty: 3885.269043
	Iteration 32Q: 3 clusters Score -262672.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -262674.968750 Penalty: 3885.269043
	Iteration 33Q: 3 clusters Score -262675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -262678.500000 Penalty: 3885.269043
	Iteration 34Q: 3 clusters Score -262678.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -262685.781250 Penalty: 3885.269043
	Iteration 35Q: 3 clusters Score -262685.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -262692.750000 Penalty: 3885.269043
	Iteration 36Q: 3 clusters Score -262692.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -262700.062500 Penalty: 3885.269043
	Iteration 37Q: 3 clusters Score -262700.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -262705.156250 Penalty: 3885.269043
	Iteration 38Q: 3 clusters Score -262705.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -262710.781250 Penalty: 3885.269043
	Iteration 39Q: 3 clusters Score -262710.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -262717.062500 Penalty: 3885.269043
	Iteration 40F: 3 clusters Score -262717.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -262723.687500 Penalty: 3885.269043
	Iteration 41Q: 3 clusters Score -262723.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -262727.375000 Penalty: 3885.269043
	Iteration 42Q: 3 clusters Score -262727.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -262729.906250 Penalty: 3885.269043
	Iteration 43Q: 3 clusters Score -262729.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -262731.906250 Penalty: 3885.269043
	Iteration 44Q: 3 clusters Score -262731.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -262733.312500 Penalty: 3885.269043
	Iteration 45Q: 3 clusters Score -262733.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -262735.406250 Penalty: 3885.269043
	Iteration 46Q: 3 clusters Score -262735.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -262736.531250 Penalty: 3885.269043
	Iteration 47Q: 3 clusters Score -262736.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -262736.531250 Penalty: 3885.269043
	Iteration 48F: 3 clusters Score -262736.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12041 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Entering Unmasked Estep 
Score: -1080369.000000 Penalty: 2330.226074
	Iteration 0F: 2 clusters Score -1080369 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -1071448.625000 Penalty: 4660.452148
	Iteration 0F: 3 clusters Score -1071449 nChanged 5022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1074416.000000 Penalty: 4660.452148
	Iteration 1F: 3 clusters Score -1074416 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1075135.750000 Penalty: 4660.452148
	Iteration 2F: 3 clusters Score -1075136 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1076037.500000 Penalty: 4660.452148
	Iteration 3F: 3 clusters Score -1076038 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 6250 members 
Entering Unmasked Estep 
Score: -1077015.875000 Penalty: 4660.452148
	Iteration 4F: 3 clusters Score -1077016 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -1077760.625000 Penalty: 4660.452148
	Iteration 5F: 3 clusters Score -1077761 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1078202.125000 Penalty: 4660.452148
	Iteration 6F: 3 clusters Score -1078202 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5944 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1078467.625000 Penalty: 4660.452148
	Iteration 7Q: 3 clusters Score -1078468 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1078609.000000 Penalty: 4660.452148
	Iteration 8Q: 3 clusters Score -1078609 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1078696.250000 Penalty: 4660.452148
	Iteration 9Q: 3 clusters Score -1078696 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 5929 members 
Entering Unmasked Estep 
Score: -1078748.250000 Penalty: 4660.452148
	Iteration 10Q: 3 clusters Score -1078748 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1078788.625000 Penalty: 4660.452148
	Iteration 11Q: 3 clusters Score -1078789 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1078816.000000 Penalty: 4660.452148
	Iteration 12Q: 3 clusters Score -1078816 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1078838.500000 Penalty: 4660.452148
	Iteration 13Q: 3 clusters Score -1078838 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1078862.375000 Penalty: 4660.452148
	Iteration 14Q: 3 clusters Score -1078862 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1078879.750000 Penalty: 4660.452148
	Iteration 15Q: 3 clusters Score -1078880 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -1078898.875000 Penalty: 4660.452148
	Iteration 16Q: 3 clusters Score -1078899 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1078915.000000 Penalty: 4660.452148
	Iteration 17Q: 3 clusters Score -1078915 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -1078934.500000 Penalty: 4660.452148
	Iteration 18Q: 3 clusters Score -1078934 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1078948.125000 Penalty: 4660.452148
	Iteration 19Q: 3 clusters Score -1078948 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1078962.625000 Penalty: 4660.452148
	Iteration 20F: 3 clusters Score -1078963 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -1078979.500000 Penalty: 4660.452148
	Iteration 21Q: 3 clusters Score -1078980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1078992.625000 Penalty: 4660.452148
	Iteration 22Q: 3 clusters Score -1078993 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1079014.875000 Penalty: 4660.452148
	Iteration 23Q: 3 clusters Score -1079015 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1079035.750000 Penalty: 4660.452148
	Iteration 24Q: 3 clusters Score -1079036 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1079059.000000 Penalty: 4660.452148
	Iteration 25Q: 3 clusters Score -1079059 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1079089.125000 Penalty: 4660.452148
	Iteration 26Q: 3 clusters Score -1079089 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1079113.625000 Penalty: 4660.452148
	Iteration 27Q: 3 clusters Score -1079114 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1079160.500000 Penalty: 4660.452148
	Iteration 28Q: 3 clusters Score -1079160 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1079210.125000 Penalty: 4660.452148
	Iteration 29Q: 3 clusters Score -1079210 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1079265.250000 Penalty: 4660.452148
	Iteration 30Q: 3 clusters Score -1079265 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1079306.750000 Penalty: 4660.452148
	Iteration 31Q: 3 clusters Score -1079307 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1079331.500000 Penalty: 4660.452148
	Iteration 32Q: 3 clusters Score -1079332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1079352.375000 Penalty: 4660.452148
	Iteration 33Q: 3 clusters Score -1079352 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1079368.125000 Penalty: 4660.452148
	Iteration 34Q: 3 clusters Score -1079368 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1079375.750000 Penalty: 4660.452148
	Iteration 35Q: 3 clusters Score -1079376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1079387.000000 Penalty: 4660.452148
	Iteration 36Q: 3 clusters Score -1079387 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7726 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1079396.625000 Penalty: 4660.452148
	Iteration 37Q: 3 clusters Score -1079397 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1079405.000000 Penalty: 4660.452148
	Iteration 38Q: 3 clusters Score -1079405 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1079408.875000 Penalty: 4660.452148
	Iteration 39Q: 3 clusters Score -1079409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1079414.500000 Penalty: 4660.452148
	Iteration 40F: 3 clusters Score -1079414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -1079420.250000 Penalty: 4660.452148
	Iteration 41Q: 3 clusters Score -1079420 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1079424.750000 Penalty: 4660.452148
	Iteration 42Q: 3 clusters Score -1079425 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1079428.250000 Penalty: 4660.452148
	Iteration 43Q: 3 clusters Score -1079428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1079431.500000 Penalty: 4660.452148
	Iteration 44Q: 3 clusters Score -1079432 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1079434.375000 Penalty: 4660.452148
	Iteration 45Q: 3 clusters Score -1079434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7929 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -1079438.500000 Penalty: 4660.452148
	Iteration 46Q: 3 clusters Score -1079438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1079441.500000 Penalty: 4660.452148
	Iteration 47Q: 3 clusters Score -1079442 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1079444.750000 Penalty: 4660.452148
	Iteration 48Q: 3 clusters Score -1079445 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1079448.375000 Penalty: 4660.452148
	Iteration 49Q: 3 clusters Score -1079448 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1079455.625000 Penalty: 4660.452148
	Iteration 50Q: 3 clusters Score -1079456 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -1079457.500000 Penalty: 4660.452148
	Iteration 51Q: 3 clusters Score -1079458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1079459.750000 Penalty: 4660.452148
	Iteration 52Q: 3 clusters Score -1079460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1079461.500000 Penalty: 4660.452148
	Iteration 53Q: 3 clusters Score -1079462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1079463.000000 Penalty: 4660.452148
	Iteration 54Q: 3 clusters Score -1079463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -1079462.250000 Penalty: 4660.452148
	Iteration 55Q: 3 clusters Score -1079462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1079462.375000 Penalty: 4660.452148
	Iteration 56Q: 3 clusters Score -1079462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8068 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1079464.250000 Penalty: 4660.452148
	Iteration 57Q: 3 clusters Score -1079464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -1079464.625000 Penalty: 4660.452148
	Iteration 58Q: 3 clusters Score -1079465 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1079469.625000 Penalty: 4660.452148
	Iteration 59Q: 3 clusters Score -1079470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1079466.875000 Penalty: 4660.452148
	Iteration 60F: 3 clusters Score -1079467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -1079468.500000 Penalty: 4660.452148
	Iteration 61Q: 3 clusters Score -1079468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1079471.750000 Penalty: 4660.452148
	Iteration 62Q: 3 clusters Score -1079472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1079471.500000 Penalty: 4660.452148
	Iteration 63Q: 3 clusters Score -1079472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8111 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1079471.875000 Penalty: 4660.452148
	Iteration 64Q: 3 clusters Score -1079472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -1079470.375000 Penalty: 4660.452148
	Iteration 65Q: 3 clusters Score -1079470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -1079470.000000 Penalty: 4660.452148
	Iteration 66Q: 3 clusters Score -1079470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -1079473.250000 Penalty: 4660.452148
	Iteration 67Q: 3 clusters Score -1079473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1079472.750000 Penalty: 4660.452148
	Iteration 68Q: 3 clusters Score -1079473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1079476.125000 Penalty: 4660.452148
	Iteration 69Q: 3 clusters Score -1079476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -1079476.125000 Penalty: 4660.452148
	Iteration 70Q: 3 clusters Score -1079476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1079478.000000 Penalty: 4660.452148
	Iteration 71Q: 3 clusters Score -1079478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1079475.875000 Penalty: 4660.452148
	Iteration 72Q: 3 clusters Score -1079476 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1079472.000000 Penalty: 4660.452148
	Iteration 73Q: 3 clusters Score -1079472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1079474.000000 Penalty: 4660.452148
	Iteration 74Q: 3 clusters Score -1079474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8151 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1079473.875000 Penalty: 4660.452148
	Iteration 75Q: 3 clusters Score -1079474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1079476.375000 Penalty: 4660.452148
	Iteration 76Q: 3 clusters Score -1079476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -1079476.875000 Penalty: 4660.452148
	Iteration 77Q: 3 clusters Score -1079477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -1079474.625000 Penalty: 4660.452148
	Iteration 78Q: 3 clusters Score -1079475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1079475.375000 Penalty: 4660.452148
	Iteration 79Q: 3 clusters Score -1079475 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1079475.375000 Penalty: 4660.452148
	Iteration 80F: 3 clusters Score -1079475 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -1140586.000000 Penalty: 2289.561035
	Iteration 0F: 2 clusters Score -1140586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -1132800.625000 Penalty: 4579.122070
	Iteration 0F: 3 clusters Score -1132801 nChanged 4243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1135308.875000 Penalty: 4579.122070
	Iteration 1F: 3 clusters Score -1135309 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -1135867.250000 Penalty: 4579.122070
	Iteration 2F: 3 clusters Score -1135867 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -1136410.375000 Penalty: 4579.122070
	Iteration 3F: 3 clusters Score -1136410 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1136929.250000 Penalty: 4579.122070
	Iteration 4F: 3 clusters Score -1136929 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1137324.250000 Penalty: 4579.122070
	Iteration 5F: 3 clusters Score -1137324 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1137622.625000 Penalty: 4579.122070
	Iteration 6Q: 3 clusters Score -1137623 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1137826.375000 Penalty: 4579.122070
	Iteration 7Q: 3 clusters Score -1137826 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -1137980.125000 Penalty: 4579.122070
	Iteration 8Q: 3 clusters Score -1137980 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1138080.500000 Penalty: 4579.122070
	Iteration 9Q: 3 clusters Score -1138080 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 5930 members 
Entering Unmasked Estep 
Score: -1138152.875000 Penalty: 4579.122070
	Iteration 10Q: 3 clusters Score -1138153 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1138209.875000 Penalty: 4579.122070
	Iteration 11Q: 3 clusters Score -1138210 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -1138248.875000 Penalty: 4579.122070
	Iteration 12Q: 3 clusters Score -1138249 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6153 members 
Entering Unmasked Estep 
Score: -1138276.000000 Penalty: 4579.122070
	Iteration 13Q: 3 clusters Score -1138276 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1138297.375000 Penalty: 4579.122070
	Iteration 14Q: 3 clusters Score -1138297 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1138319.875000 Penalty: 4579.122070
	Iteration 15Q: 3 clusters Score -1138320 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1138334.875000 Penalty: 4579.122070
	Iteration 16Q: 3 clusters Score -1138335 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1138346.375000 Penalty: 4579.122070
	Iteration 17Q: 3 clusters Score -1138346 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1138360.250000 Penalty: 4579.122070
	Iteration 18Q: 3 clusters Score -1138360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -1138371.125000 Penalty: 4579.122070
	Iteration 19Q: 3 clusters Score -1138371 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1138381.875000 Penalty: 4579.122070
	Iteration 20F: 3 clusters Score -1138382 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 6487 members 
Entering Unmasked Estep 
Score: -1138386.875000 Penalty: 4579.122070
	Iteration 21Q: 3 clusters Score -1138387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -1138395.125000 Penalty: 4579.122070
	Iteration 22Q: 3 clusters Score -1138395 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1138402.875000 Penalty: 4579.122070
	Iteration 23Q: 3 clusters Score -1138403 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1138408.250000 Penalty: 4579.122070
	Iteration 24Q: 3 clusters Score -1138408 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1138414.250000 Penalty: 4579.122070
	Iteration 25Q: 3 clusters Score -1138414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1138421.750000 Penalty: 4579.122070
	Iteration 26Q: 3 clusters Score -1138422 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1138426.250000 Penalty: 4579.122070
	Iteration 27Q: 3 clusters Score -1138426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 6657 members 
Entering Unmasked Estep 
Score: -1138433.375000 Penalty: 4579.122070
	Iteration 28Q: 3 clusters Score -1138433 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1138444.250000 Penalty: 4579.122070
	Iteration 29Q: 3 clusters Score -1138444 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 6723 members 
Entering Unmasked Estep 
Score: -1138456.125000 Penalty: 4579.122070
	Iteration 30Q: 3 clusters Score -1138456 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1138465.125000 Penalty: 4579.122070
	Iteration 31Q: 3 clusters Score -1138465 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1138466.875000 Penalty: 4579.122070
	Iteration 32Q: 3 clusters Score -1138467 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1138477.250000 Penalty: 4579.122070
	Iteration 33Q: 3 clusters Score -1138477 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1138479.500000 Penalty: 4579.122070
	Iteration 34Q: 3 clusters Score -1138480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1138483.250000 Penalty: 4579.122070
	Iteration 35Q: 3 clusters Score -1138483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1138487.375000 Penalty: 4579.122070
	Iteration 36Q: 3 clusters Score -1138487 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1138489.875000 Penalty: 4579.122070
	Iteration 37Q: 3 clusters Score -1138490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1138499.875000 Penalty: 4579.122070
	Iteration 38Q: 3 clusters Score -1138500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1138508.625000 Penalty: 4579.122070
	Iteration 39Q: 3 clusters Score -1138509 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -1138517.750000 Penalty: 4579.122070
	Iteration 40F: 3 clusters Score -1138518 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1138523.875000 Penalty: 4579.122070
	Iteration 41Q: 3 clusters Score -1138524 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 7028 members 
Entering Unmasked Estep 
Score: -1138539.125000 Penalty: 4579.122070
	Iteration 42Q: 3 clusters Score -1138539 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -1138556.125000 Penalty: 4579.122070
	Iteration 43Q: 3 clusters Score -1138556 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 7122 members 
Entering Unmasked Estep 
Score: -1138584.375000 Penalty: 4579.122070
	Iteration 44Q: 3 clusters Score -1138584 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1138617.750000 Penalty: 4579.122070
	Iteration 45Q: 3 clusters Score -1138618 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -1138648.500000 Penalty: 4579.122070
	Iteration 46Q: 3 clusters Score -1138648 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1138681.125000 Penalty: 4579.122070
	Iteration 47Q: 3 clusters Score -1138681 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 7367 members 
Entering Unmasked Estep 
Score: -1138716.375000 Penalty: 4579.122070
	Iteration 48Q: 3 clusters Score -1138716 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1138757.625000 Penalty: 4579.122070
	Iteration 49Q: 3 clusters Score -1138758 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1138798.750000 Penalty: 4579.122070
	Iteration 50Q: 3 clusters Score -1138799 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -1138821.500000 Penalty: 4579.122070
	Iteration 51Q: 3 clusters Score -1138822 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -1138843.000000 Penalty: 4579.122070
	Iteration 52Q: 3 clusters Score -1138843 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -1138864.250000 Penalty: 4579.122070
	Iteration 53Q: 3 clusters Score -1138864 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1138882.625000 Penalty: 4579.122070
	Iteration 54Q: 3 clusters Score -1138883 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1138893.375000 Penalty: 4579.122070
	Iteration 55Q: 3 clusters Score -1138893 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1138900.000000 Penalty: 4579.122070
	Iteration 56Q: 3 clusters Score -1138900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -1138911.250000 Penalty: 4579.122070
	Iteration 57Q: 3 clusters Score -1138911 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 7805 members 
Entering Unmasked Estep 
Score: -1138918.250000 Penalty: 4579.122070
	Iteration 58Q: 3 clusters Score -1138918 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -1138926.000000 Penalty: 4579.122070
	Iteration 59Q: 3 clusters Score -1138926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -1138933.125000 Penalty: 4579.122070
	Iteration 60F: 3 clusters Score -1138933 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -1138938.625000 Penalty: 4579.122070
	Iteration 61Q: 3 clusters Score -1138939 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1138942.375000 Penalty: 4579.122070
	Iteration 62Q: 3 clusters Score -1138942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -1138942.625000 Penalty: 4579.122070
	Iteration 63Q: 3 clusters Score -1138943 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 7909 members 
Entering Unmasked Estep 
Score: -1138944.375000 Penalty: 4579.122070
	Iteration 64Q: 3 clusters Score -1138944 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -1138947.500000 Penalty: 4579.122070
	Iteration 65Q: 3 clusters Score -1138948 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -1138950.750000 Penalty: 4579.122070
	Iteration 66Q: 3 clusters Score -1138951 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -1138952.875000 Penalty: 4579.122070
	Iteration 67Q: 3 clusters Score -1138953 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7949 members 
Entering Unmasked Estep 
Score: -1138954.125000 Penalty: 4579.122070
	Iteration 68Q: 3 clusters Score -1138954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -1138955.625000 Penalty: 4579.122070
	Iteration 69Q: 3 clusters Score -1138956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1138957.000000 Penalty: 4579.122070
	Iteration 70Q: 3 clusters Score -1138957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1138956.875000 Penalty: 4579.122070
	Iteration 71Q: 3 clusters Score -1138957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -1138957.125000 Penalty: 4579.122070
	Iteration 72Q: 3 clusters Score -1138957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1138957.625000 Penalty: 4579.122070
	Iteration 73Q: 3 clusters Score -1138958 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 7963 members 
Entering Unmasked Estep 
Score: -1138957.250000 Penalty: 4579.122070
	Iteration 74Q: 3 clusters Score -1138957 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1138958.000000 Penalty: 4579.122070
	Iteration 75Q: 3 clusters Score -1138958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1138956.750000 Penalty: 4579.122070
	Iteration 76Q: 3 clusters Score -1138957 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1138956.750000 Penalty: 4579.122070
	Iteration 77F: 3 clusters Score -1138957 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (215834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215834 members 
Entering Unmasked Estep 
Score: -25393320.000000 Penalty: 3046.001709
	Iteration 0F: 2 clusters Score -2.539332e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107829 members 
Mstep: Class 2 contains 108005 members 
Entering Unmasked Estep 
Score: -25254102.000000 Penalty: 6092.003418
	Iteration 0F: 3 clusters Score -2.52541e+07 nChanged 103769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106258 members 
Mstep: Class 2 contains 109576 members 
Entering Unmasked Estep 
Score: -25315074.000000 Penalty: 6092.003418
	Iteration 1F: 3 clusters Score -2.531507e+07 nChanged 6139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105337 members 
Mstep: Class 2 contains 110497 members 
Entering Unmasked Estep 
Score: -25316278.000000 Penalty: 6092.003418
	Iteration 2Q: 3 clusters Score -2.531628e+07 nChanged 6580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104019 members 
Mstep: Class 2 contains 111815 members 
Entering Unmasked Estep 
Score: -25318104.000000 Penalty: 6092.003418
	Iteration 3Q: 3 clusters Score -2.53181e+07 nChanged 7253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102194 members 
Mstep: Class 2 contains 113640 members 
Entering Unmasked Estep 
Score: -25320194.000000 Penalty: 6092.003418
	Iteration 4Q: 3 clusters Score -2.532019e+07 nChanged 8395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99905 members 
Mstep: Class 2 contains 115929 members 
Entering Unmasked Estep 
Score: -25323328.000000 Penalty: 6092.003418
	Iteration 5Q: 3 clusters Score -2.532333e+07 nChanged 9832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96805 members 
Mstep: Class 2 contains 119029 members 
Entering Unmasked Estep 
Score: -25327756.000000 Penalty: 6092.003418
	Iteration 6Q: 3 clusters Score -2.532776e+07 nChanged 11489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92812 members 
Mstep: Class 2 contains 123022 members 
Entering Unmasked Estep 
Score: -25334422.000000 Penalty: 6092.003418
	Iteration 7F: 3 clusters Score -2.533442e+07 nChanged 13284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88082 members 
Mstep: Class 2 contains 127752 members 
Entering Unmasked Estep 
Score: -25343670.000000 Penalty: 6092.003418
	Iteration 8F: 3 clusters Score -2.534367e+07 nChanged 14321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 132685 members 
Entering Unmasked Estep 
Score: -25355246.000000 Penalty: 6092.003418
	Iteration 9F: 3 clusters Score -2.535525e+07 nChanged 13445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79042 members 
Mstep: Class 2 contains 136792 members 
Entering Unmasked Estep 
Score: -25365634.000000 Penalty: 6092.003418
	Iteration 10F: 3 clusters Score -2.536563e+07 nChanged 10579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75799 members 
Mstep: Class 2 contains 140035 members 
Entering Unmasked Estep 
Score: -25372316.000000 Penalty: 6092.003418
	Iteration 11Q: 3 clusters Score -2.537232e+07 nChanged 7585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72828 members 
Mstep: Class 2 contains 143006 members 
Entering Unmasked Estep 
Score: -25376376.000000 Penalty: 6092.003418
	Iteration 12Q: 3 clusters Score -2.537638e+07 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69872 members 
Mstep: Class 2 contains 145962 members 
Entering Unmasked Estep 
Score: -25379596.000000 Penalty: 6092.003418
	Iteration 13Q: 3 clusters Score -2.53796e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67042 members 
Mstep: Class 2 contains 148792 members 
Entering Unmasked Estep 
Score: -25382282.000000 Penalty: 6092.003418
	Iteration 14Q: 3 clusters Score -2.538228e+07 nChanged 4462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64154 members 
Mstep: Class 2 contains 151680 members 
Entering Unmasked Estep 
Score: -25384924.000000 Penalty: 6092.003418
	Iteration 15Q: 3 clusters Score -2.538492e+07 nChanged 4194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61256 members 
Mstep: Class 2 contains 154578 members 
Entering Unmasked Estep 
Score: -25387430.000000 Penalty: 6092.003418
	Iteration 16Q: 3 clusters Score -2.538743e+07 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58555 members 
Mstep: Class 2 contains 157279 members 
Entering Unmasked Estep 
Score: -25389180.000000 Penalty: 6092.003418
	Iteration 17Q: 3 clusters Score -2.538918e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56166 members 
Mstep: Class 2 contains 159668 members 
Entering Unmasked Estep 
Score: -25390314.000000 Penalty: 6092.003418
	Iteration 18Q: 3 clusters Score -2.539031e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54000 members 
Mstep: Class 2 contains 161834 members 
Entering Unmasked Estep 
Score: -25390916.000000 Penalty: 6092.003418
	Iteration 19Q: 3 clusters Score -2.539092e+07 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52115 members 
Mstep: Class 2 contains 163719 members 
Entering Unmasked Estep 
Score: -25391384.000000 Penalty: 6092.003418
	Iteration 20F: 3 clusters Score -2.539138e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50432 members 
Mstep: Class 2 contains 165402 members 
Entering Unmasked Estep 
Score: -25391650.000000 Penalty: 6092.003418
	Iteration 21Q: 3 clusters Score -2.539165e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 166852 members 
Entering Unmasked Estep 
Score: -25391834.000000 Penalty: 6092.003418
	Iteration 22Q: 3 clusters Score -2.539183e+07 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47751 members 
Mstep: Class 2 contains 168083 members 
Entering Unmasked Estep 
Score: -25392086.000000 Penalty: 6092.003418
	Iteration 23Q: 3 clusters Score -2.539209e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46688 members 
Mstep: Class 2 contains 169146 members 
Entering Unmasked Estep 
Score: -25392224.000000 Penalty: 6092.003418
	Iteration 24Q: 3 clusters Score -2.539222e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 170090 members 
Entering Unmasked Estep 
Score: -25392332.000000 Penalty: 6092.003418
	Iteration 25Q: 3 clusters Score -2.539233e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 171014 members 
Entering Unmasked Estep 
Score: -25392532.000000 Penalty: 6092.003418
	Iteration 26Q: 3 clusters Score -2.539253e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 171797 members 
Entering Unmasked Estep 
Score: -25392488.000000 Penalty: 6092.003418
	Iteration 27Q: 3 clusters Score -2.539249e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43322 members 
Mstep: Class 2 contains 172512 members 
Entering Unmasked Estep 
Score: -25392546.000000 Penalty: 6092.003418
	Iteration 28Q: 3 clusters Score -2.539255e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 173161 members 
Entering Unmasked Estep 
Score: -25392530.000000 Penalty: 6092.003418
	Iteration 29Q: 3 clusters Score -2.539253e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42093 members 
Mstep: Class 2 contains 173741 members 
Entering Unmasked Estep 
Score: -25392502.000000 Penalty: 6092.003418
	Iteration 30Q: 3 clusters Score -2.53925e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41539 members 
Mstep: Class 2 contains 174295 members 
Entering Unmasked Estep 
Score: -25392578.000000 Penalty: 6092.003418
	Iteration 31Q: 3 clusters Score -2.539258e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 174792 members 
Entering Unmasked Estep 
Score: -25392658.000000 Penalty: 6092.003418
	Iteration 32Q: 3 clusters Score -2.539266e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 175245 members 
Entering Unmasked Estep 
Score: -25392636.000000 Penalty: 6092.003418
	Iteration 33Q: 3 clusters Score -2.539264e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40159 members 
Mstep: Class 2 contains 175675 members 
Entering Unmasked Estep 
Score: -25392604.000000 Penalty: 6092.003418
	Iteration 34Q: 3 clusters Score -2.53926e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 176066 members 
Entering Unmasked Estep 
Score: -25392498.000000 Penalty: 6092.003418
	Iteration 35Q: 3 clusters Score -2.53925e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 176400 members 
Entering Unmasked Estep 
Score: -25392482.000000 Penalty: 6092.003418
	Iteration 36Q: 3 clusters Score -2.539248e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39162 members 
Mstep: Class 2 contains 176672 members 
Entering Unmasked Estep 
Score: -25392498.000000 Penalty: 6092.003418
	Iteration 37Q: 3 clusters Score -2.53925e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38921 members 
Mstep: Class 2 contains 176913 members 
Entering Unmasked Estep 
Score: -25392520.000000 Penalty: 6092.003418
	Iteration 38Q: 3 clusters Score -2.539252e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38666 members 
Mstep: Class 2 contains 177168 members 
Entering Unmasked Estep 
Score: -25392506.000000 Penalty: 6092.003418
	Iteration 39Q: 3 clusters Score -2.539251e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 177389 members 
Entering Unmasked Estep 
Score: -25392490.000000 Penalty: 6092.003418
	Iteration 40F: 3 clusters Score -2.539249e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 177579 members 
Entering Unmasked Estep 
Score: -25392440.000000 Penalty: 6092.003418
	Iteration 41Q: 3 clusters Score -2.539244e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38087 members 
Mstep: Class 2 contains 177747 members 
Entering Unmasked Estep 
Score: -25392430.000000 Penalty: 6092.003418
	Iteration 42Q: 3 clusters Score -2.539243e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 177901 members 
Entering Unmasked Estep 
Score: -25392466.000000 Penalty: 6092.003418
	Iteration 43Q: 3 clusters Score -2.539247e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 178031 members 
Entering Unmasked Estep 
Score: -25392436.000000 Penalty: 6092.003418
	Iteration 44Q: 3 clusters Score -2.539244e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 178144 members 
Entering Unmasked Estep 
Score: -25392434.000000 Penalty: 6092.003418
	Iteration 45Q: 3 clusters Score -2.539243e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 178252 members 
Entering Unmasked Estep 
Score: -25392408.000000 Penalty: 6092.003418
	Iteration 46Q: 3 clusters Score -2.539241e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 178339 members 
Entering Unmasked Estep 
Score: -25392390.000000 Penalty: 6092.003418
	Iteration 47Q: 3 clusters Score -2.539239e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37416 members 
Mstep: Class 2 contains 178418 members 
Entering Unmasked Estep 
Score: -25392384.000000 Penalty: 6092.003418
	Iteration 48Q: 3 clusters Score -2.539238e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37332 members 
Mstep: Class 2 contains 178502 members 
Entering Unmasked Estep 
Score: -25392376.000000 Penalty: 6092.003418
	Iteration 49Q: 3 clusters Score -2.539238e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 178571 members 
Entering Unmasked Estep 
Score: -25392380.000000 Penalty: 6092.003418
	Iteration 50Q: 3 clusters Score -2.539238e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37192 members 
Mstep: Class 2 contains 178642 members 
Entering Unmasked Estep 
Score: -25392384.000000 Penalty: 6092.003418
	Iteration 51Q: 3 clusters Score -2.539238e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37133 members 
Mstep: Class 2 contains 178701 members 
Entering Unmasked Estep 
Score: -25392384.000000 Penalty: 6092.003418
	Iteration 52Q: 3 clusters Score -2.539238e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 178752 members 
Entering Unmasked Estep 
Score: -25392398.000000 Penalty: 6092.003418
	Iteration 53Q: 3 clusters Score -2.53924e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37037 members 
Mstep: Class 2 contains 178797 members 
Entering Unmasked Estep 
Score: -25392360.000000 Penalty: 6092.003418
	Iteration 54Q: 3 clusters Score -2.539236e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36999 members 
Mstep: Class 2 contains 178835 members 
Entering Unmasked Estep 
Score: -25392368.000000 Penalty: 6092.003418
	Iteration 55Q: 3 clusters Score -2.539237e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 178873 members 
Entering Unmasked Estep 
Score: -25392376.000000 Penalty: 6092.003418
	Iteration 56Q: 3 clusters Score -2.539238e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36923 members 
Mstep: Class 2 contains 178911 members 
Entering Unmasked Estep 
Score: -25392364.000000 Penalty: 6092.003418
	Iteration 57Q: 3 clusters Score -2.539236e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 178955 members 
Entering Unmasked Estep 
Score: -25392346.000000 Penalty: 6092.003418
	Iteration 58Q: 3 clusters Score -2.539235e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36825 members 
Mstep: Class 2 contains 179009 members 
Entering Unmasked Estep 
Score: -25392352.000000 Penalty: 6092.003418
	Iteration 59Q: 3 clusters Score -2.539235e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36775 members 
Mstep: Class 2 contains 179059 members 
Entering Unmasked Estep 
Score: -25392340.000000 Penalty: 6092.003418
	Iteration 60F: 3 clusters Score -2.539234e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36745 members 
Mstep: Class 2 contains 179089 members 
Entering Unmasked Estep 
Score: -25392352.000000 Penalty: 6092.003418
	Iteration 61Q: 3 clusters Score -2.539235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 179115 members 
Entering Unmasked Estep 
Score: -25392364.000000 Penalty: 6092.003418
	Iteration 62Q: 3 clusters Score -2.539236e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 179143 members 
Entering Unmasked Estep 
Score: -25392380.000000 Penalty: 6092.003418
	Iteration 63Q: 3 clusters Score -2.539238e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36668 members 
Mstep: Class 2 contains 179166 members 
Entering Unmasked Estep 
Score: -25392398.000000 Penalty: 6092.003418
	Iteration 64Q: 3 clusters Score -2.53924e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 179196 members 
Entering Unmasked Estep 
Score: -25392366.000000 Penalty: 6092.003418
	Iteration 65Q: 3 clusters Score -2.539237e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36608 members 
Mstep: Class 2 contains 179226 members 
Entering Unmasked Estep 
Score: -25392348.000000 Penalty: 6092.003418
	Iteration 66Q: 3 clusters Score -2.539235e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 179252 members 
Entering Unmasked Estep 
Score: -25392336.000000 Penalty: 6092.003418
	Iteration 67Q: 3 clusters Score -2.539234e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36550 members 
Mstep: Class 2 contains 179284 members 
Entering Unmasked Estep 
Score: -25392334.000000 Penalty: 6092.003418
	Iteration 68Q: 3 clusters Score -2.539233e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 179312 members 
Entering Unmasked Estep 
Score: -25392336.000000 Penalty: 6092.003418
	Iteration 69Q: 3 clusters Score -2.539234e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36494 members 
Mstep: Class 2 contains 179340 members 
Entering Unmasked Estep 
Score: -25392330.000000 Penalty: 6092.003418
	Iteration 70Q: 3 clusters Score -2.539233e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36464 members 
Mstep: Class 2 contains 179370 members 
Entering Unmasked Estep 
Score: -25392314.000000 Penalty: 6092.003418
	Iteration 71Q: 3 clusters Score -2.539231e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36437 members 
Mstep: Class 2 contains 179397 members 
Entering Unmasked Estep 
Score: -25392364.000000 Penalty: 6092.003418
	Iteration 72Q: 3 clusters Score -2.539236e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36409 members 
Mstep: Class 2 contains 179425 members 
Entering Unmasked Estep 
Score: -25392390.000000 Penalty: 6092.003418
	Iteration 73Q: 3 clusters Score -2.539239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 179445 members 
Entering Unmasked Estep 
Score: -25392382.000000 Penalty: 6092.003418
	Iteration 74Q: 3 clusters Score -2.539238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36363 members 
Mstep: Class 2 contains 179471 members 
Entering Unmasked Estep 
Score: -25392358.000000 Penalty: 6092.003418
	Iteration 75Q: 3 clusters Score -2.539236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 179493 members 
Entering Unmasked Estep 
Score: -25392364.000000 Penalty: 6092.003418
	Iteration 76Q: 3 clusters Score -2.539236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 179510 members 
Entering Unmasked Estep 
Score: -25392374.000000 Penalty: 6092.003418
	Iteration 77Q: 3 clusters Score -2.539237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 179536 members 
Entering Unmasked Estep 
Score: -25392388.000000 Penalty: 6092.003418
	Iteration 78Q: 3 clusters Score -2.539239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 179558 members 
Entering Unmasked Estep 
Score: -25392358.000000 Penalty: 6092.003418
	Iteration 79Q: 3 clusters Score -2.539236e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 179580 members 
Entering Unmasked Estep 
Score: -25392360.000000 Penalty: 6092.003418
	Iteration 80F: 3 clusters Score -2.539236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 179597 members 
Entering Unmasked Estep 
Score: -25392356.000000 Penalty: 6092.003418
	Iteration 81Q: 3 clusters Score -2.539236e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36219 members 
Mstep: Class 2 contains 179615 members 
Entering Unmasked Estep 
Score: -25392374.000000 Penalty: 6092.003418
	Iteration 82Q: 3 clusters Score -2.539237e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36206 members 
Mstep: Class 2 contains 179628 members 
Entering Unmasked Estep 
Score: -25392366.000000 Penalty: 6092.003418
	Iteration 83Q: 3 clusters Score -2.539237e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36191 members 
Mstep: Class 2 contains 179643 members 
Entering Unmasked Estep 
Score: -25392364.000000 Penalty: 6092.003418
	Iteration 84Q: 3 clusters Score -2.539236e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 179655 members 
Entering Unmasked Estep 
Score: -25392336.000000 Penalty: 6092.003418
	Iteration 85Q: 3 clusters Score -2.539234e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36172 members 
Mstep: Class 2 contains 179662 members 
Entering Unmasked Estep 
Score: -25392314.000000 Penalty: 6092.003418
	Iteration 86Q: 3 clusters Score -2.539231e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 179670 members 
Entering Unmasked Estep 
Score: -25392314.000000 Penalty: 6092.003418
	Iteration 87Q: 3 clusters Score -2.539231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36160 members 
Mstep: Class 2 contains 179674 members 
Entering Unmasked Estep 
Score: -25392314.000000 Penalty: 6092.003418
	Iteration 88Q: 3 clusters Score -2.539231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36158 members 
Mstep: Class 2 contains 179676 members 
Entering Unmasked Estep 
Score: -25392306.000000 Penalty: 6092.003418
	Iteration 89Q: 3 clusters Score -2.539231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36157 members 
Mstep: Class 2 contains 179677 members 
Entering Unmasked Estep 
Score: -25392308.000000 Penalty: 6092.003418
	Iteration 90Q: 3 clusters Score -2.539231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 179679 members 
Entering Unmasked Estep 
Score: -25392322.000000 Penalty: 6092.003418
	Iteration 91Q: 3 clusters Score -2.539232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36154 members 
Mstep: Class 2 contains 179680 members 
Entering Unmasked Estep 
Score: -25392320.000000 Penalty: 6092.003418
	Iteration 92Q: 3 clusters Score -2.539232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36152 members 
Mstep: Class 2 contains 179682 members 
Entering Unmasked Estep 
Score: -25392312.000000 Penalty: 6092.003418
	Iteration 93Q: 3 clusters Score -2.539231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36151 members 
Mstep: Class 2 contains 179683 members 
Entering Unmasked Estep 
Score: -25392310.000000 Penalty: 6092.003418
	Iteration 94Q: 3 clusters Score -2.539231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 179684 members 
Entering Unmasked Estep 
Score: -25392314.000000 Penalty: 6092.003418
	Iteration 95Q: 3 clusters Score -2.539231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36149 members 
Mstep: Class 2 contains 179685 members 
Entering Unmasked Estep 
Score: -25392308.000000 Penalty: 6092.003418
	Iteration 96Q: 3 clusters Score -2.539231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 179687 members 
Entering Unmasked Estep 
Score: -25392314.000000 Penalty: 6092.003418
	Iteration 97Q: 3 clusters Score -2.539231e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36147 members 
Mstep: Class 2 contains 179687 members 
Entering Unmasked Estep 
Score: -25392314.000000 Penalty: 6092.003418
	Iteration 98F: 3 clusters Score -2.539231e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Entering Unmasked Estep 
Score: -196816.640625 Penalty: 1943.909058
	Iteration 0F: 2 clusters Score -196816.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -193922.578125 Penalty: 3887.818115
	Iteration 0F: 3 clusters Score -193922.6 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -194689.718750 Penalty: 3887.818115
	Iteration 1F: 3 clusters Score -194689.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -194955.515625 Penalty: 3887.818115
	Iteration 2F: 3 clusters Score -194955.5 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -195116.015625 Penalty: 3887.818115
	Iteration 3F: 3 clusters Score -195116 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -195284.406250 Penalty: 3887.818115
	Iteration 4Q: 3 clusters Score -195284.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -195442.796875 Penalty: 3887.818115
	Iteration 5Q: 3 clusters Score -195442.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -195657.000000 Penalty: 3887.818115
	Iteration 6Q: 3 clusters Score -195657 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -195984.328125 Penalty: 3887.818115
	Iteration 7F: 3 clusters Score -195984.3 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -196417.109375 Penalty: 3887.818115
	Iteration 8F: 3 clusters Score -196417.1 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -196789.390625 Penalty: 3887.818115
	Iteration 9F: 3 clusters Score -196789.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -197044.312500 Penalty: 3887.818115
	Iteration 10Q: 3 clusters Score -197044.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -197146.656250 Penalty: 3887.818115
	Iteration 11Q: 3 clusters Score -197146.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -197192.796875 Penalty: 3887.818115
	Iteration 12Q: 3 clusters Score -197192.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -197211.171875 Penalty: 3887.818115
	Iteration 13Q: 3 clusters Score -197211.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -197220.546875 Penalty: 3887.818115
	Iteration 14Q: 3 clusters Score -197220.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -197224.640625 Penalty: 3887.818115
	Iteration 15Q: 3 clusters Score -197224.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -197224.640625 Penalty: 3887.818115
	Iteration 16F: 3 clusters Score -197224.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7938 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 186800 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 227280 members 
Mstep: Class 9 contains 83570 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 19548 members 
Mstep: Class 13 contains 159477 members 
Mstep: Class 14 contains 15911 members 
Mstep: Class 15 contains 19577 members 
Mstep: Class 16 contains 170198 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 192010 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 13771 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10220 members 
Mstep: Class 24 contains 215834 members 
Mstep: Class 25 contains 1221 members 
Mstep: Class 26 contains 1315 members 
Entering Unmasked Estep 
Score: -161440448.000000 Penalty: 91337.375000
Splitting cluster 25 changes total score from -161441072.000000 to -161440448.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7938 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 186800 members 
Mstep: Class 7 contains 3547 members 
Mstep: Class 8 contains 227280 members 
Mstep: Class 9 contains 83570 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 8084 members 
Mstep: Class 12 contains 19548 members 
Mstep: Class 13 contains 159477 members 
Mstep: Class 14 contains 15911 members 
Mstep: Class 15 contains 19577 members 
Mstep: Class 16 contains 170198 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 192010 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 13771 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10220 members 
Mstep: Class 24 contains 215834 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161441088.000000 Penalty: 87824.398438
Iteration 199Q: 26 clusters Score -1.614411e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7939 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 186441 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 227327 members 
Mstep: Class 9 contains 83833 members 
Mstep: Class 10 contains 11438 members 
Mstep: Class 11 contains 8091 members 
Mstep: Class 12 contains 19549 members 
Mstep: Class 13 contains 159446 members 
Mstep: Class 14 contains 15908 members 
Mstep: Class 15 contains 19575 members 
Mstep: Class 16 contains 169875 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 192059 members 
Mstep: Class 19 contains 26632 members 
Mstep: Class 20 contains 13766 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10221 members 
Mstep: Class 24 contains 216175 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161441552.000000 Penalty: 87824.398438
Iteration 200F: 26 clusters Score -1.614416e+08 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7939 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 186093 members 
Mstep: Class 7 contains 3548 members 
Mstep: Class 8 contains 227434 members 
Mstep: Class 9 contains 84062 members 
Mstep: Class 10 contains 11439 members 
Mstep: Class 11 contains 8097 members 
Mstep: Class 12 contains 19555 members 
Mstep: Class 13 contains 159397 members 
Mstep: Class 14 contains 15905 members 
Mstep: Class 15 contains 19579 members 
Mstep: Class 16 contains 169546 members 
Mstep: Class 17 contains 2102 members 
Mstep: Class 18 contains 192068 members 
Mstep: Class 19 contains 26640 members 
Mstep: Class 20 contains 13767 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 12041 members 
Mstep: Class 23 contains 10223 members 
Mstep: Class 24 contains 216533 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442016.000000 Penalty: 87824.398438
Iteration 201Q: 26 clusters Score -1.61442e+08 nChanged 3286
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7940 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 185716 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 227570 members 
Mstep: Class 9 contains 84273 members 
Mstep: Class 10 contains 11431 members 
Mstep: Class 11 contains 8104 members 
Mstep: Class 12 contains 19561 members 
Mstep: Class 13 contains 159363 members 
Mstep: Class 14 contains 15900 members 
Mstep: Class 15 contains 19584 members 
Mstep: Class 16 contains 169200 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 192081 members 
Mstep: Class 19 contains 26649 members 
Mstep: Class 20 contains 13766 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 12042 members 
Mstep: Class 23 contains 10223 members 
Mstep: Class 24 contains 216916 members 
Mstep: Class 25 contains 2536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442368.000000 Penalty: 87824.398438
Iteration 202Q: 26 clusters Score -1.614424e+08 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 7940 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 185333 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 227799 members 
Mstep: Class 9 contains 84485 members 
Mstep: Class 10 contains 11429 members 
Mstep: Class 11 contains 8108 members 
Mstep: Class 12 contains 19567 members 
Mstep: Class 13 contains 159312 members 
Mstep: Class 14 contains 15896 members 
Mstep: Class 15 contains 19586 members 
Mstep: Class 16 contains 168873 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 192067 members 
Mstep: Class 19 contains 26652 members 
Mstep: Class 20 contains 13754 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 12044 members 
Mstep: Class 23 contains 10224 members 
Mstep: Class 24 contains 217248 members 
Mstep: Class 25 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442336.000000 Penalty: 87824.398438
Iteration 203Q: 26 clusters Score -1.614423e+08 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 7940 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 497 members 
Mstep: Class 6 contains 184989 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 228033 members 
Mstep: Class 9 contains 84689 members 
Mstep: Class 10 contains 11425 members 
Mstep: Class 11 contains 8115 members 
Mstep: Class 12 contains 19567 members 
Mstep: Class 13 contains 159260 members 
Mstep: Class 14 contains 15897 members 
Mstep: Class 15 contains 19589 members 
Mstep: Class 16 contains 168558 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 192032 members 
Mstep: Class 19 contains 26647 members 
Mstep: Class 20 contains 13761 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 12045 members 
Mstep: Class 23 contains 10226 members 
Mstep: Class 24 contains 217545 members 
Mstep: Class 25 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442816.000000 Penalty: 87824.398438
Iteration 204Q: 26 clusters Score -1.614428e+08 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 7941 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 184648 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 228257 members 
Mstep: Class 9 contains 84880 members 
Mstep: Class 10 contains 11421 members 
Mstep: Class 11 contains 8124 members 
Mstep: Class 12 contains 19570 members 
Mstep: Class 13 contains 159196 members 
Mstep: Class 14 contains 15891 members 
Mstep: Class 15 contains 19590 members 
Mstep: Class 16 contains 168229 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 192046 members 
Mstep: Class 19 contains 26641 members 
Mstep: Class 20 contains 13761 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 12045 members 
Mstep: Class 23 contains 10232 members 
Mstep: Class 24 contains 217840 members 
Mstep: Class 25 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161443072.000000 Penalty: 87824.398438
Iteration 205Q: 26 clusters Score -1.614431e+08 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 7941 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 184403 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 228456 members 
Mstep: Class 9 contains 85076 members 
Mstep: Class 10 contains 11418 members 
Mstep: Class 11 contains 8133 members 
Mstep: Class 12 contains 19570 members 
Mstep: Class 13 contains 159138 members 
Mstep: Class 14 contains 15887 members 
Mstep: Class 15 contains 19590 members 
Mstep: Class 16 contains 167924 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 192039 members 
Mstep: Class 19 contains 26640 members 
Mstep: Class 20 contains 13752 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 12045 members 
Mstep: Class 23 contains 10235 members 
Mstep: Class 24 contains 218057 members 
Mstep: Class 25 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161443104.000000 Penalty: 87824.398438
Iteration 206Q: 26 clusters Score -1.614431e+08 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 7941 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 184142 members 
Mstep: Class 7 contains 3545 members 
Mstep: Class 8 contains 228614 members 
Mstep: Class 9 contains 85263 members 
Mstep: Class 10 contains 11417 members 
Mstep: Class 11 contains 8148 members 
Mstep: Class 12 contains 19571 members 
Mstep: Class 13 contains 159121 members 
Mstep: Class 14 contains 15881 members 
Mstep: Class 15 contains 19592 members 
Mstep: Class 16 contains 167687 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 192041 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 13753 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 22 contains 12045 members 
Mstep: Class 23 contains 10236 members 
Mstep: Class 24 contains 218230 members 
Mstep: Class 25 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161443696.000000 Penalty: 87824.398438
Iteration 207Q: 26 clusters Score -1.614437e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 7941 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 183925 members 
Mstep: Class 7 contains 3544 members 
Mstep: Class 8 contains 228774 members 
Mstep: Class 9 contains 85460 members 
Mstep: Class 10 contains 11419 members 
Mstep: Class 11 contains 8168 members 
Mstep: Class 12 contains 19576 members 
Mstep: Class 13 contains 159067 members 
Mstep: Class 14 contains 15875 members 
Mstep: Class 15 contains 19595 members 
Mstep: Class 16 contains 167421 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 192012 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 13749 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 12045 members 
Mstep: Class 23 contains 10235 members 
Mstep: Class 24 contains 218420 members 
Mstep: Class 25 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161443616.000000 Penalty: 87824.398438
Iteration 208Q: 26 clusters Score -1.614436e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7942 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 183718 members 
Mstep: Class 7 contains 3545 members 
Mstep: Class 8 contains 228975 members 
Mstep: Class 9 contains 85630 members 
Mstep: Class 10 contains 11415 members 
Mstep: Class 11 contains 8195 members 
Mstep: Class 12 contains 19573 members 
Mstep: Class 13 contains 159025 members 
Mstep: Class 14 contains 15871 members 
Mstep: Class 15 contains 19597 members 
Mstep: Class 16 contains 167145 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 191983 members 
Mstep: Class 19 contains 26620 members 
Mstep: Class 20 contains 13745 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 12046 members 
Mstep: Class 23 contains 10241 members 
Mstep: Class 24 contains 218578 members 
Mstep: Class 25 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161443856.000000 Penalty: 87824.398438
Iteration 209Q: 26 clusters Score -1.614439e+08 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7942 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 183566 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 229136 members 
Mstep: Class 9 contains 85811 members 
Mstep: Class 10 contains 11411 members 
Mstep: Class 11 contains 8220 members 
Mstep: Class 12 contains 19571 members 
Mstep: Class 13 contains 158957 members 
Mstep: Class 14 contains 15871 members 
Mstep: Class 15 contains 19601 members 
Mstep: Class 16 contains 166863 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 191893 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 13745 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 12047 members 
Mstep: Class 23 contains 10243 members 
Mstep: Class 24 contains 218803 members 
Mstep: Class 25 contains 2537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444048.000000 Penalty: 87824.398438
Iteration 210Q: 26 clusters Score -1.61444e+08 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7944 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 183372 members 
Mstep: Class 7 contains 3546 members 
Mstep: Class 8 contains 229354 members 
Mstep: Class 9 contains 85965 members 
Mstep: Class 10 contains 11411 members 
Mstep: Class 11 contains 8253 members 
Mstep: Class 12 contains 19568 members 
Mstep: Class 13 contains 158880 members 
Mstep: Class 14 contains 15870 members 
Mstep: Class 15 contains 19600 members 
Mstep: Class 16 contains 166630 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 191801 members 
Mstep: Class 19 contains 26615 members 
Mstep: Class 20 contains 13747 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 12048 members 
Mstep: Class 23 contains 10244 members 
Mstep: Class 24 contains 218999 members 
Mstep: Class 25 contains 2538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444080.000000 Penalty: 87824.398438
Iteration 211Q: 26 clusters Score -1.614441e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 7946 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 183189 members 
Mstep: Class 7 contains 3545 members 
Mstep: Class 8 contains 229561 members 
Mstep: Class 9 contains 86097 members 
Mstep: Class 10 contains 11413 members 
Mstep: Class 11 contains 8282 members 
Mstep: Class 12 contains 19564 members 
Mstep: Class 13 contains 158869 members 
Mstep: Class 14 contains 15868 members 
Mstep: Class 15 contains 19598 members 
Mstep: Class 16 contains 166424 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 191670 members 
Mstep: Class 19 contains 26622 members 
Mstep: Class 20 contains 13747 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 12048 members 
Mstep: Class 23 contains 10245 members 
Mstep: Class 24 contains 219157 members 
Mstep: Class 25 contains 2539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444384.000000 Penalty: 87824.398438
Iteration 212Q: 26 clusters Score -1.614444e+08 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7947 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 183011 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 229789 members 
Mstep: Class 9 contains 86254 members 
Mstep: Class 10 contains 11413 members 
Mstep: Class 11 contains 8298 members 
Mstep: Class 12 contains 19561 members 
Mstep: Class 13 contains 158851 members 
Mstep: Class 14 contains 15863 members 
Mstep: Class 15 contains 19598 members 
Mstep: Class 16 contains 166237 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 191528 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 13732 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 12045 members 
Mstep: Class 23 contains 10248 members 
Mstep: Class 24 contains 219302 members 
Mstep: Class 25 contains 2542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444416.000000 Penalty: 87824.398438
Iteration 213Q: 26 clusters Score -1.614444e+08 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 7949 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 182835 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 230048 members 
Mstep: Class 9 contains 86422 members 
Mstep: Class 10 contains 11411 members 
Mstep: Class 11 contains 8309 members 
Mstep: Class 12 contains 19557 members 
Mstep: Class 13 contains 158782 members 
Mstep: Class 14 contains 15860 members 
Mstep: Class 15 contains 19602 members 
Mstep: Class 16 contains 166023 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 191380 members 
Mstep: Class 19 contains 26619 members 
Mstep: Class 20 contains 13722 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 12045 members 
Mstep: Class 23 contains 10248 members 
Mstep: Class 24 contains 219482 members 
Mstep: Class 25 contains 2544 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444864.000000 Penalty: 87824.398438
Iteration 214Q: 26 clusters Score -1.614449e+08 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 7949 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 182695 members 
Mstep: Class 7 contains 3541 members 
Mstep: Class 8 contains 230309 members 
Mstep: Class 9 contains 86580 members 
Mstep: Class 10 contains 11412 members 
Mstep: Class 11 contains 8320 members 
Mstep: Class 12 contains 19556 members 
Mstep: Class 13 contains 158724 members 
Mstep: Class 14 contains 15860 members 
Mstep: Class 15 contains 19604 members 
Mstep: Class 16 contains 165839 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 191193 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 13717 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 12047 members 
Mstep: Class 23 contains 10247 members 
Mstep: Class 24 contains 219624 members 
Mstep: Class 25 contains 2545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445200.000000 Penalty: 87824.398438
Iteration 215Q: 26 clusters Score -1.614452e+08 nChanged 2623
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7949 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 182568 members 
Mstep: Class 7 contains 3542 members 
Mstep: Class 8 contains 230607 members 
Mstep: Class 9 contains 86732 members 
Mstep: Class 10 contains 11410 members 
Mstep: Class 11 contains 8334 members 
Mstep: Class 12 contains 19551 members 
Mstep: Class 13 contains 158719 members 
Mstep: Class 14 contains 15860 members 
Mstep: Class 15 contains 19603 members 
Mstep: Class 16 contains 165652 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 190974 members 
Mstep: Class 19 contains 26614 members 
Mstep: Class 20 contains 13703 members 
Mstep: Class 21 contains 2527 members 
Mstep: Class 22 contains 12050 members 
Mstep: Class 23 contains 10250 members 
Mstep: Class 24 contains 219723 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445840.000000 Penalty: 87824.398438
Iteration 216Q: 26 clusters Score -1.614458e+08 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 7949 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 182463 members 
Mstep: Class 7 contains 3537 members 
Mstep: Class 8 contains 230943 members 
Mstep: Class 9 contains 86888 members 
Mstep: Class 10 contains 11406 members 
Mstep: Class 11 contains 8352 members 
Mstep: Class 12 contains 19549 members 
Mstep: Class 13 contains 158653 members 
Mstep: Class 14 contains 15861 members 
Mstep: Class 15 contains 19605 members 
Mstep: Class 16 contains 165495 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 190755 members 
Mstep: Class 19 contains 26618 members 
Mstep: Class 20 contains 13690 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 12053 members 
Mstep: Class 23 contains 10249 members 
Mstep: Class 24 contains 219777 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445792.000000 Penalty: 87824.398438
Iteration 217Q: 26 clusters Score -1.614458e+08 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 7948 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 182396 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 231255 members 
Mstep: Class 9 contains 87003 members 
Mstep: Class 10 contains 11403 members 
Mstep: Class 11 contains 8376 members 
Mstep: Class 12 contains 19550 members 
Mstep: Class 13 contains 158645 members 
Mstep: Class 14 contains 15859 members 
Mstep: Class 15 contains 19607 members 
Mstep: Class 16 contains 165325 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 190530 members 
Mstep: Class 19 contains 26613 members 
Mstep: Class 20 contains 13675 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 12056 members 
Mstep: Class 23 contains 10250 members 
Mstep: Class 24 contains 219820 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445824.000000 Penalty: 87824.398438
Iteration 218Q: 26 clusters Score -1.614458e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 7948 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 182339 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 231556 members 
Mstep: Class 9 contains 87121 members 
Mstep: Class 10 contains 11398 members 
Mstep: Class 11 contains 8394 members 
Mstep: Class 12 contains 19545 members 
Mstep: Class 13 contains 158649 members 
Mstep: Class 14 contains 15858 members 
Mstep: Class 15 contains 19611 members 
Mstep: Class 16 contains 165144 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 190304 members 
Mstep: Class 19 contains 26617 members 
Mstep: Class 20 contains 13662 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 12057 members 
Mstep: Class 23 contains 10250 members 
Mstep: Class 24 contains 219860 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445952.000000 Penalty: 87824.398438
Iteration 219Q: 26 clusters Score -1.61446e+08 nChanged 2481
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 7948 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 499 members 
Mstep: Class 6 contains 182214 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 231915 members 
Mstep: Class 9 contains 87253 members 
Mstep: Class 10 contains 11394 members 
Mstep: Class 11 contains 8411 members 
Mstep: Class 12 contains 19545 members 
Mstep: Class 13 contains 158667 members 
Mstep: Class 14 contains 15857 members 
Mstep: Class 15 contains 19613 members 
Mstep: Class 16 contains 164959 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 190086 members 
Mstep: Class 19 contains 26619 members 
Mstep: Class 20 contains 13656 members 
Mstep: Class 21 contains 2526 members 
Mstep: Class 22 contains 12058 members 
Mstep: Class 23 contains 10251 members 
Mstep: Class 24 contains 219872 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446368.000000 Penalty: 87824.398438
Iteration 220F: 26 clusters Score -1.614464e+08 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 7949 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 182107 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 232291 members 
Mstep: Class 9 contains 87358 members 
Mstep: Class 10 contains 11393 members 
Mstep: Class 11 contains 8431 members 
Mstep: Class 12 contains 19542 members 
Mstep: Class 13 contains 158727 members 
Mstep: Class 14 contains 15857 members 
Mstep: Class 15 contains 19611 members 
Mstep: Class 16 contains 164746 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 189884 members 
Mstep: Class 19 contains 26607 members 
Mstep: Class 20 contains 13645 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 12059 members 
Mstep: Class 23 contains 10251 members 
Mstep: Class 24 contains 219860 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446128.000000 Penalty: 87824.398438
Iteration 221Q: 26 clusters Score -1.614461e+08 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 7953 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 182009 members 
Mstep: Class 7 contains 3528 members 
Mstep: Class 8 contains 232764 members 
Mstep: Class 9 contains 87442 members 
Mstep: Class 10 contains 11389 members 
Mstep: Class 11 contains 8453 members 
Mstep: Class 12 contains 19540 members 
Mstep: Class 13 contains 158704 members 
Mstep: Class 14 contains 15858 members 
Mstep: Class 15 contains 19610 members 
Mstep: Class 16 contains 164552 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 189670 members 
Mstep: Class 19 contains 26607 members 
Mstep: Class 20 contains 13637 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 12059 members 
Mstep: Class 23 contains 10251 members 
Mstep: Class 24 contains 219824 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446400.000000 Penalty: 87824.398438
Iteration 222Q: 26 clusters Score -1.614464e+08 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7955 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 181866 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 233172 members 
Mstep: Class 9 contains 87549 members 
Mstep: Class 10 contains 11390 members 
Mstep: Class 11 contains 8467 members 
Mstep: Class 12 contains 19534 members 
Mstep: Class 13 contains 158678 members 
Mstep: Class 14 contains 15857 members 
Mstep: Class 15 contains 19609 members 
Mstep: Class 16 contains 164409 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 189461 members 
Mstep: Class 19 contains 26608 members 
Mstep: Class 20 contains 13633 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 12059 members 
Mstep: Class 23 contains 10253 members 
Mstep: Class 24 contains 219821 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446288.000000 Penalty: 87824.398438
Iteration 223Q: 26 clusters Score -1.614463e+08 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 7957 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 181775 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 233611 members 
Mstep: Class 9 contains 87637 members 
Mstep: Class 10 contains 11387 members 
Mstep: Class 11 contains 8483 members 
Mstep: Class 12 contains 19531 members 
Mstep: Class 13 contains 158603 members 
Mstep: Class 14 contains 15854 members 
Mstep: Class 15 contains 19610 members 
Mstep: Class 16 contains 164282 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 189267 members 
Mstep: Class 19 contains 26597 members 
Mstep: Class 20 contains 13629 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 12059 members 
Mstep: Class 23 contains 10254 members 
Mstep: Class 24 contains 219780 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446704.000000 Penalty: 87824.398438
Iteration 224Q: 26 clusters Score -1.614467e+08 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 7956 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 181656 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 234034 members 
Mstep: Class 9 contains 87736 members 
Mstep: Class 10 contains 11388 members 
Mstep: Class 11 contains 8494 members 
Mstep: Class 12 contains 19530 members 
Mstep: Class 13 contains 158585 members 
Mstep: Class 14 contains 15853 members 
Mstep: Class 15 contains 19611 members 
Mstep: Class 16 contains 164182 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 189064 members 
Mstep: Class 19 contains 26593 members 
Mstep: Class 20 contains 13615 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 12060 members 
Mstep: Class 23 contains 10254 members 
Mstep: Class 24 contains 219706 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446960.000000 Penalty: 87824.398438
Iteration 225Q: 26 clusters Score -1.61447e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 181491 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 234406 members 
Mstep: Class 9 contains 87847 members 
Mstep: Class 10 contains 11387 members 
Mstep: Class 11 contains 8513 members 
Mstep: Class 12 contains 19537 members 
Mstep: Class 13 contains 158580 members 
Mstep: Class 14 contains 15851 members 
Mstep: Class 15 contains 19608 members 
Mstep: Class 16 contains 164094 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 188873 members 
Mstep: Class 19 contains 26596 members 
Mstep: Class 20 contains 13594 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 12060 members 
Mstep: Class 23 contains 10256 members 
Mstep: Class 24 contains 219665 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446960.000000 Penalty: 87824.398438
Iteration 226Q: 26 clusters Score -1.61447e+08 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 181350 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 234726 members 
Mstep: Class 9 contains 87978 members 
Mstep: Class 10 contains 11384 members 
Mstep: Class 11 contains 8535 members 
Mstep: Class 12 contains 19547 members 
Mstep: Class 13 contains 158539 members 
Mstep: Class 14 contains 15850 members 
Mstep: Class 15 contains 19603 members 
Mstep: Class 16 contains 163996 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 188689 members 
Mstep: Class 19 contains 26592 members 
Mstep: Class 20 contains 13574 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 12062 members 
Mstep: Class 23 contains 10260 members 
Mstep: Class 24 contains 219674 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447296.000000 Penalty: 87824.398438
Iteration 227Q: 26 clusters Score -1.614473e+08 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7959 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 181187 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 235051 members 
Mstep: Class 9 contains 88099 members 
Mstep: Class 10 contains 11381 members 
Mstep: Class 11 contains 8556 members 
Mstep: Class 12 contains 19548 members 
Mstep: Class 13 contains 158523 members 
Mstep: Class 14 contains 15846 members 
Mstep: Class 15 contains 19603 members 
Mstep: Class 16 contains 163894 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 188539 members 
Mstep: Class 19 contains 26594 members 
Mstep: Class 20 contains 13558 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 12064 members 
Mstep: Class 23 contains 10260 members 
Mstep: Class 24 contains 219657 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447552.000000 Penalty: 87824.398438
Iteration 228Q: 26 clusters Score -1.614476e+08 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 7960 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 181008 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 235382 members 
Mstep: Class 9 contains 88211 members 
Mstep: Class 10 contains 11381 members 
Mstep: Class 11 contains 8574 members 
Mstep: Class 12 contains 19552 members 
Mstep: Class 13 contains 158469 members 
Mstep: Class 14 contains 15842 members 
Mstep: Class 15 contains 19608 members 
Mstep: Class 16 contains 163811 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 188407 members 
Mstep: Class 19 contains 26595 members 
Mstep: Class 20 contains 13553 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 12066 members 
Mstep: Class 23 contains 10262 members 
Mstep: Class 24 contains 219641 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447360.000000 Penalty: 87824.398438
Iteration 229Q: 26 clusters Score -1.614474e+08 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 7960 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 180879 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 235711 members 
Mstep: Class 9 contains 88319 members 
Mstep: Class 10 contains 11383 members 
Mstep: Class 11 contains 8588 members 
Mstep: Class 12 contains 19553 members 
Mstep: Class 13 contains 158448 members 
Mstep: Class 14 contains 15839 members 
Mstep: Class 15 contains 19607 members 
Mstep: Class 16 contains 163705 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 188240 members 
Mstep: Class 19 contains 26597 members 
Mstep: Class 20 contains 13549 members 
Mstep: Class 21 contains 2525 members 
Mstep: Class 22 contains 12066 members 
Mstep: Class 23 contains 10263 members 
Mstep: Class 24 contains 219615 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447920.000000 Penalty: 87824.398438
Iteration 230Q: 26 clusters Score -1.614479e+08 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 7962 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 180732 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 236060 members 
Mstep: Class 9 contains 88441 members 
Mstep: Class 10 contains 11379 members 
Mstep: Class 11 contains 8601 members 
Mstep: Class 12 contains 19552 members 
Mstep: Class 13 contains 158360 members 
Mstep: Class 14 contains 15834 members 
Mstep: Class 15 contains 19610 members 
Mstep: Class 16 contains 163580 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 188123 members 
Mstep: Class 19 contains 26605 members 
Mstep: Class 20 contains 13542 members 
Mstep: Class 21 contains 2524 members 
Mstep: Class 22 contains 12067 members 
Mstep: Class 23 contains 10262 members 
Mstep: Class 24 contains 219611 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448176.000000 Penalty: 87824.398438
Iteration 231Q: 26 clusters Score -1.614482e+08 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24340 members 
Mstep: Class 2 contains 7962 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 180597 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 236362 members 
Mstep: Class 9 contains 88553 members 
Mstep: Class 10 contains 11376 members 
Mstep: Class 11 contains 8613 members 
Mstep: Class 12 contains 19555 members 
Mstep: Class 13 contains 158326 members 
Mstep: Class 14 contains 15825 members 
Mstep: Class 15 contains 19621 members 
Mstep: Class 16 contains 163462 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 187976 members 
Mstep: Class 19 contains 26615 members 
Mstep: Class 20 contains 13529 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 23 contains 10263 members 
Mstep: Class 24 contains 219621 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448112.000000 Penalty: 87824.398438
Iteration 232Q: 26 clusters Score -1.614481e+08 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 180440 members 
Mstep: Class 7 contains 3538 members 
Mstep: Class 8 contains 236668 members 
Mstep: Class 9 contains 88661 members 
Mstep: Class 10 contains 11375 members 
Mstep: Class 11 contains 8628 members 
Mstep: Class 12 contains 19554 members 
Mstep: Class 13 contains 158300 members 
Mstep: Class 14 contains 15815 members 
Mstep: Class 15 contains 19629 members 
Mstep: Class 16 contains 163377 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 187821 members 
Mstep: Class 19 contains 26610 members 
Mstep: Class 20 contains 13522 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 23 contains 10264 members 
Mstep: Class 24 contains 219628 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448528.000000 Penalty: 87824.398438
Iteration 233Q: 26 clusters Score -1.614485e+08 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24342 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 180292 members 
Mstep: Class 7 contains 3536 members 
Mstep: Class 8 contains 237015 members 
Mstep: Class 9 contains 88773 members 
Mstep: Class 10 contains 11373 members 
Mstep: Class 11 contains 8643 members 
Mstep: Class 12 contains 19562 members 
Mstep: Class 13 contains 158250 members 
Mstep: Class 14 contains 15807 members 
Mstep: Class 15 contains 19634 members 
Mstep: Class 16 contains 163242 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 187674 members 
Mstep: Class 19 contains 26619 members 
Mstep: Class 20 contains 13515 members 
Mstep: Class 21 contains 2519 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 23 contains 10264 members 
Mstep: Class 24 contains 219632 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448896.000000 Penalty: 87824.398438
Iteration 234Q: 26 clusters Score -1.614489e+08 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 180143 members 
Mstep: Class 7 contains 3535 members 
Mstep: Class 8 contains 237364 members 
Mstep: Class 9 contains 88894 members 
Mstep: Class 10 contains 11369 members 
Mstep: Class 11 contains 8658 members 
Mstep: Class 12 contains 19564 members 
Mstep: Class 13 contains 158191 members 
Mstep: Class 14 contains 15800 members 
Mstep: Class 15 contains 19643 members 
Mstep: Class 16 contains 163131 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 187527 members 
Mstep: Class 19 contains 26623 members 
Mstep: Class 20 contains 13511 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 12068 members 
Mstep: Class 23 contains 10263 members 
Mstep: Class 24 contains 219612 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448992.000000 Penalty: 87824.398438
Iteration 235Q: 26 clusters Score -1.61449e+08 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 179977 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 237681 members 
Mstep: Class 9 contains 89013 members 
Mstep: Class 10 contains 11370 members 
Mstep: Class 11 contains 8669 members 
Mstep: Class 12 contains 19565 members 
Mstep: Class 13 contains 158168 members 
Mstep: Class 14 contains 15797 members 
Mstep: Class 15 contains 19649 members 
Mstep: Class 16 contains 163026 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 187412 members 
Mstep: Class 19 contains 26628 members 
Mstep: Class 20 contains 13504 members 
Mstep: Class 21 contains 2523 members 
Mstep: Class 22 contains 12069 members 
Mstep: Class 23 contains 10264 members 
Mstep: Class 24 contains 219567 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449392.000000 Penalty: 87824.398438
Iteration 236Q: 26 clusters Score -1.614494e+08 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 179873 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 238014 members 
Mstep: Class 9 contains 89132 members 
Mstep: Class 10 contains 11368 members 
Mstep: Class 11 contains 8673 members 
Mstep: Class 12 contains 19563 members 
Mstep: Class 13 contains 158135 members 
Mstep: Class 14 contains 15794 members 
Mstep: Class 15 contains 19653 members 
Mstep: Class 16 contains 162881 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 187285 members 
Mstep: Class 19 contains 26634 members 
Mstep: Class 20 contains 13497 members 
Mstep: Class 21 contains 2522 members 
Mstep: Class 22 contains 12070 members 
Mstep: Class 23 contains 10265 members 
Mstep: Class 24 contains 219525 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449648.000000 Penalty: 87824.398438
Iteration 237Q: 26 clusters Score -1.614496e+08 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 179750 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 238363 members 
Mstep: Class 9 contains 89239 members 
Mstep: Class 10 contains 11362 members 
Mstep: Class 11 contains 8679 members 
Mstep: Class 12 contains 19561 members 
Mstep: Class 13 contains 158066 members 
Mstep: Class 14 contains 15791 members 
Mstep: Class 15 contains 19653 members 
Mstep: Class 16 contains 162766 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 187163 members 
Mstep: Class 19 contains 26634 members 
Mstep: Class 20 contains 13486 members 
Mstep: Class 21 contains 2521 members 
Mstep: Class 22 contains 12070 members 
Mstep: Class 23 contains 10268 members 
Mstep: Class 24 contains 219509 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450048.000000 Penalty: 87824.398438
Iteration 238Q: 26 clusters Score -1.6145e+08 nChanged 1790
Entering ConstructFrom: 
Score: -161450048.000000 Penalty: 87824.398438
Entering ConstructFrom: 
Trying to split cluster 1 (24346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Entering Unmasked Estep 
Score: -2470797.500000 Penalty: 2504.830322
	Iteration 0F: 2 clusters Score -2470798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12133 members 
Mstep: Class 2 contains 12213 members 
Entering Unmasked Estep 
Score: -2453716.250000 Penalty: 5009.660645
	Iteration 0F: 3 clusters Score -2453716 nChanged 10911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12104 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2459933.000000 Penalty: 5009.660645
	Iteration 1F: 3 clusters Score -2459933 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12164 members 
Mstep: Class 2 contains 12182 members 
Entering Unmasked Estep 
Score: -2460473.750000 Penalty: 5009.660645
	Iteration 2F: 3 clusters Score -2460474 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -2460980.500000 Penalty: 5009.660645
	Iteration 3Q: 3 clusters Score -2460980 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12418 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2461516.000000 Penalty: 5009.660645
	Iteration 4Q: 3 clusters Score -2461516 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 11720 members 
Entering Unmasked Estep 
Score: -2462046.000000 Penalty: 5009.660645
	Iteration 5Q: 3 clusters Score -2462046 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 11477 members 
Entering Unmasked Estep 
Score: -2462574.000000 Penalty: 5009.660645
	Iteration 6Q: 3 clusters Score -2462574 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -2463125.000000 Penalty: 5009.660645
	Iteration 7Q: 3 clusters Score -2463125 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -2463690.750000 Penalty: 5009.660645
	Iteration 8Q: 3 clusters Score -2463691 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 10502 members 
Entering Unmasked Estep 
Score: -2464376.000000 Penalty: 5009.660645
	Iteration 9Q: 3 clusters Score -2464376 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2465198.250000 Penalty: 5009.660645
	Iteration 10Q: 3 clusters Score -2465198 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14678 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -2466060.500000 Penalty: 5009.660645
	Iteration 11Q: 3 clusters Score -2466060 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -2466830.250000 Penalty: 5009.660645
	Iteration 12Q: 3 clusters Score -2466830 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15416 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -2467361.500000 Penalty: 5009.660645
	Iteration 13Q: 3 clusters Score -2467362 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -2467724.750000 Penalty: 5009.660645
	Iteration 14Q: 3 clusters Score -2467725 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 8362 members 
Entering Unmasked Estep 
Score: -2467964.000000 Penalty: 5009.660645
	Iteration 15Q: 3 clusters Score -2467964 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 8136 members 
Entering Unmasked Estep 
Score: -2468152.000000 Penalty: 5009.660645
	Iteration 16Q: 3 clusters Score -2468152 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16413 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -2468300.500000 Penalty: 5009.660645
	Iteration 17Q: 3 clusters Score -2468300 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -2468430.500000 Penalty: 5009.660645
	Iteration 18Q: 3 clusters Score -2468430 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -2468531.000000 Penalty: 5009.660645
	Iteration 19Q: 3 clusters Score -2468531 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2468593.750000 Penalty: 5009.660645
	Iteration 20F: 3 clusters Score -2468594 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16983 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -2468654.250000 Penalty: 5009.660645
	Iteration 21Q: 3 clusters Score -2468654 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 7268 members 
Entering Unmasked Estep 
Score: -2468683.250000 Penalty: 5009.660645
	Iteration 22Q: 3 clusters Score -2468683 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -2468707.750000 Penalty: 5009.660645
	Iteration 23Q: 3 clusters Score -2468708 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2468722.250000 Penalty: 5009.660645
	Iteration 24Q: 3 clusters Score -2468722 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -2468736.250000 Penalty: 5009.660645
	Iteration 25Q: 3 clusters Score -2468736 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -2468747.500000 Penalty: 5009.660645
	Iteration 26Q: 3 clusters Score -2468748 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -2468762.750000 Penalty: 5009.660645
	Iteration 27Q: 3 clusters Score -2468763 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -2468777.750000 Penalty: 5009.660645
	Iteration 28Q: 3 clusters Score -2468778 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
Score: -2468788.500000 Penalty: 5009.660645
	Iteration 29Q: 3 clusters Score -2468788 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2468794.750000 Penalty: 5009.660645
	Iteration 30Q: 3 clusters Score -2468795 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -2468802.500000 Penalty: 5009.660645
	Iteration 31Q: 3 clusters Score -2468802 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 6642 members 
Entering Unmasked Estep 
Score: -2468811.250000 Penalty: 5009.660645
	Iteration 32Q: 3 clusters Score -2468811 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17742 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -2468813.250000 Penalty: 5009.660645
	Iteration 33Q: 3 clusters Score -2468813 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 6572 members 
Entering Unmasked Estep 
Score: -2468814.000000 Penalty: 5009.660645
	Iteration 34Q: 3 clusters Score -2468814 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -2468819.250000 Penalty: 5009.660645
	Iteration 35Q: 3 clusters Score -2468819 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -2468819.500000 Penalty: 5009.660645
	Iteration 36Q: 3 clusters Score -2468820 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -2468818.250000 Penalty: 5009.660645
	Iteration 37Q: 3 clusters Score -2468818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -2468820.500000 Penalty: 5009.660645
	Iteration 38Q: 3 clusters Score -2468820 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2468826.250000 Penalty: 5009.660645
	Iteration 39Q: 3 clusters Score -2468826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 6434 members 
Entering Unmasked Estep 
Score: -2468828.500000 Penalty: 5009.660645
	Iteration 40F: 3 clusters Score -2468828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -2468828.250000 Penalty: 5009.660645
	Iteration 41Q: 3 clusters Score -2468828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -2468830.750000 Penalty: 5009.660645
	Iteration 42Q: 3 clusters Score -2468831 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -2468831.000000 Penalty: 5009.660645
	Iteration 43Q: 3 clusters Score -2468831 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -2468829.000000 Penalty: 5009.660645
	Iteration 44Q: 3 clusters Score -2468829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -2468826.250000 Penalty: 5009.660645
	Iteration 45Q: 3 clusters Score -2468826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -2468830.500000 Penalty: 5009.660645
	Iteration 46Q: 3 clusters Score -2468830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 6375 members 
Entering Unmasked Estep 
Score: -2468835.750000 Penalty: 5009.660645
	Iteration 47Q: 3 clusters Score -2468836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -2468831.500000 Penalty: 5009.660645
	Iteration 48Q: 3 clusters Score -2468832 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -2468832.500000 Penalty: 5009.660645
	Iteration 49Q: 3 clusters Score -2468832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17990 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2468830.000000 Penalty: 5009.660645
	Iteration 50Q: 3 clusters Score -2468830 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -2468834.500000 Penalty: 5009.660645
	Iteration 51Q: 3 clusters Score -2468834 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -2468831.750000 Penalty: 5009.660645
	Iteration 52Q: 3 clusters Score -2468832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -2468829.250000 Penalty: 5009.660645
	Iteration 53Q: 3 clusters Score -2468829 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -2468836.250000 Penalty: 5009.660645
	Iteration 54Q: 3 clusters Score -2468836 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -2468836.000000 Penalty: 5009.660645
	Iteration 55Q: 3 clusters Score -2468836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -2468841.500000 Penalty: 5009.660645
	Iteration 56Q: 3 clusters Score -2468842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -2468841.250000 Penalty: 5009.660645
	Iteration 57Q: 3 clusters Score -2468841 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -2468846.000000 Penalty: 5009.660645
	Iteration 58Q: 3 clusters Score -2468846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18103 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -2468845.750000 Penalty: 5009.660645
	Iteration 59Q: 3 clusters Score -2468846 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2468844.000000 Penalty: 5009.660645
	Iteration 60F: 3 clusters Score -2468844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18142 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -2468849.500000 Penalty: 5009.660645
	Iteration 61Q: 3 clusters Score -2468850 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -2468853.250000 Penalty: 5009.660645
	Iteration 62Q: 3 clusters Score -2468853 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -2468848.000000 Penalty: 5009.660645
	Iteration 63Q: 3 clusters Score -2468848 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18243 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -2468854.500000 Penalty: 5009.660645
	Iteration 64Q: 3 clusters Score -2468854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -2468860.250000 Penalty: 5009.660645
	Iteration 65Q: 3 clusters Score -2468860 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -2468865.000000 Penalty: 5009.660645
	Iteration 66Q: 3 clusters Score -2468865 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -2468864.250000 Penalty: 5009.660645
	Iteration 67Q: 3 clusters Score -2468864 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2468880.500000 Penalty: 5009.660645
	Iteration 68Q: 3 clusters Score -2468880 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -2468884.000000 Penalty: 5009.660645
	Iteration 69Q: 3 clusters Score -2468884 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 5864 members 
Entering Unmasked Estep 
Score: -2468883.750000 Penalty: 5009.660645
	Iteration 70Q: 3 clusters Score -2468884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -2468892.250000 Penalty: 5009.660645
	Iteration 71Q: 3 clusters Score -2468892 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -2468897.750000 Penalty: 5009.660645
	Iteration 72Q: 3 clusters Score -2468898 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -2468903.250000 Penalty: 5009.660645
	Iteration 73Q: 3 clusters Score -2468903 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 5684 members 
Entering Unmasked Estep 
Score: -2468912.500000 Penalty: 5009.660645
	Iteration 74Q: 3 clusters Score -2468912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18692 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2468910.750000 Penalty: 5009.660645
	Iteration 75Q: 3 clusters Score -2468911 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2468916.250000 Penalty: 5009.660645
	Iteration 76Q: 3 clusters Score -2468916 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 5607 members 
Entering Unmasked Estep 
Score: -2468912.000000 Penalty: 5009.660645
	Iteration 77Q: 3 clusters Score -2468912 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -2468913.750000 Penalty: 5009.660645
	Iteration 78Q: 3 clusters Score -2468914 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -2468910.000000 Penalty: 5009.660645
	Iteration 79Q: 3 clusters Score -2468910 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
Score: -2468911.250000 Penalty: 5009.660645
	Iteration 80F: 3 clusters Score -2468911 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -2468915.250000 Penalty: 5009.660645
	Iteration 81Q: 3 clusters Score -2468915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -2468917.000000 Penalty: 5009.660645
	Iteration 82Q: 3 clusters Score -2468917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2468913.250000 Penalty: 5009.660645
	Iteration 83Q: 3 clusters Score -2468913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -2468917.250000 Penalty: 5009.660645
	Iteration 84Q: 3 clusters Score -2468917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -2468917.000000 Penalty: 5009.660645
	Iteration 85Q: 3 clusters Score -2468917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18801 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -2468914.250000 Penalty: 5009.660645
	Iteration 86Q: 3 clusters Score -2468914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2468918.250000 Penalty: 5009.660645
	Iteration 87Q: 3 clusters Score -2468918 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 5546 members 
Entering Unmasked Estep 
Score: -2468918.250000 Penalty: 5009.660645
	Iteration 88F: 3 clusters Score -2468918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Entering Unmasked Estep 
Score: -780245.062500 Penalty: 2227.768555
	Iteration 0F: 2 clusters Score -780245.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -773882.375000 Penalty: 4455.537109
	Iteration 0F: 3 clusters Score -773882.4 nChanged 3253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -775665.937500 Penalty: 4455.537109
	Iteration 1F: 3 clusters Score -775665.9 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -775984.937500 Penalty: 4455.537109
	Iteration 2F: 3 clusters Score -775984.9 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -776191.562500 Penalty: 4455.537109
	Iteration 3F: 3 clusters Score -776191.6 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -776339.625000 Penalty: 4455.537109
	Iteration 4Q: 3 clusters Score -776339.6 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -776474.625000 Penalty: 4455.537109
	Iteration 5Q: 3 clusters Score -776474.6 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -776582.875000 Penalty: 4455.537109
	Iteration 6Q: 3 clusters Score -776582.9 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -776692.312500 Penalty: 4455.537109
	Iteration 7Q: 3 clusters Score -776692.3 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -776791.875000 Penalty: 4455.537109
	Iteration 8Q: 3 clusters Score -776791.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -776875.687500 Penalty: 4455.537109
	Iteration 9Q: 3 clusters Score -776875.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -776965.812500 Penalty: 4455.537109
	Iteration 10Q: 3 clusters Score -776965.8 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -777061.375000 Penalty: 4455.537109
	Iteration 11Q: 3 clusters Score -777061.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -777181.125000 Penalty: 4455.537109
	Iteration 12Q: 3 clusters Score -777181.1 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -777281.000000 Penalty: 4455.537109
	Iteration 13Q: 3 clusters Score -777281 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -777373.687500 Penalty: 4455.537109
	Iteration 14Q: 3 clusters Score -777373.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -777460.687500 Penalty: 4455.537109
	Iteration 15Q: 3 clusters Score -777460.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -777553.750000 Penalty: 4455.537109
	Iteration 16Q: 3 clusters Score -777553.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -777651.562500 Penalty: 4455.537109
	Iteration 17Q: 3 clusters Score -777651.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -777738.875000 Penalty: 4455.537109
	Iteration 18Q: 3 clusters Score -777738.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -777806.062500 Penalty: 4455.537109
	Iteration 19Q: 3 clusters Score -777806.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -777865.625000 Penalty: 4455.537109
	Iteration 20F: 3 clusters Score -777865.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -777909.812500 Penalty: 4455.537109
	Iteration 21Q: 3 clusters Score -777909.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -777957.125000 Penalty: 4455.537109
	Iteration 22Q: 3 clusters Score -777957.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -777996.812500 Penalty: 4455.537109
	Iteration 23Q: 3 clusters Score -777996.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 4868 members 
Entering Unmasked Estep 
Score: -778022.125000 Penalty: 4455.537109
	Iteration 24Q: 3 clusters Score -778022.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -778050.937500 Penalty: 4455.537109
	Iteration 25Q: 3 clusters Score -778050.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -778081.687500 Penalty: 4455.537109
	Iteration 26Q: 3 clusters Score -778081.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -778103.187500 Penalty: 4455.537109
	Iteration 27Q: 3 clusters Score -778103.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -778128.687500 Penalty: 4455.537109
	Iteration 28Q: 3 clusters Score -778128.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -778149.500000 Penalty: 4455.537109
	Iteration 29Q: 3 clusters Score -778149.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -778168.000000 Penalty: 4455.537109
	Iteration 30Q: 3 clusters Score -778168 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -778192.937500 Penalty: 4455.537109
	Iteration 31Q: 3 clusters Score -778192.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -778213.250000 Penalty: 4455.537109
	Iteration 32Q: 3 clusters Score -778213.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -778236.937500 Penalty: 4455.537109
	Iteration 33Q: 3 clusters Score -778236.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -778266.750000 Penalty: 4455.537109
	Iteration 34Q: 3 clusters Score -778266.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -778291.750000 Penalty: 4455.537109
	Iteration 35Q: 3 clusters Score -778291.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -778317.437500 Penalty: 4455.537109
	Iteration 36Q: 3 clusters Score -778317.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 5268 members 
Entering Unmasked Estep 
Score: -778344.062500 Penalty: 4455.537109
	Iteration 37Q: 3 clusters Score -778344.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -778372.000000 Penalty: 4455.537109
	Iteration 38Q: 3 clusters Score -778372 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -778403.312500 Penalty: 4455.537109
	Iteration 39Q: 3 clusters Score -778403.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -778431.250000 Penalty: 4455.537109
	Iteration 40F: 3 clusters Score -778431.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -778456.187500 Penalty: 4455.537109
	Iteration 41Q: 3 clusters Score -778456.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -778482.312500 Penalty: 4455.537109
	Iteration 42Q: 3 clusters Score -778482.3 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -778508.625000 Penalty: 4455.537109
	Iteration 43Q: 3 clusters Score -778508.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -778537.250000 Penalty: 4455.537109
	Iteration 44Q: 3 clusters Score -778537.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -778564.625000 Penalty: 4455.537109
	Iteration 45Q: 3 clusters Score -778564.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5385 members 
Entering Unmasked Estep 
Score: -778597.062500 Penalty: 4455.537109
	Iteration 46Q: 3 clusters Score -778597.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -778628.312500 Penalty: 4455.537109
	Iteration 47Q: 3 clusters Score -778628.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -778650.812500 Penalty: 4455.537109
	Iteration 48Q: 3 clusters Score -778650.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -778671.687500 Penalty: 4455.537109
	Iteration 49Q: 3 clusters Score -778671.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -778686.937500 Penalty: 4455.537109
	Iteration 50Q: 3 clusters Score -778686.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -778706.375000 Penalty: 4455.537109
	Iteration 51Q: 3 clusters Score -778706.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -778721.812500 Penalty: 4455.537109
	Iteration 52Q: 3 clusters Score -778721.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -778737.750000 Penalty: 4455.537109
	Iteration 53Q: 3 clusters Score -778737.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -778760.000000 Penalty: 4455.537109
	Iteration 54Q: 3 clusters Score -778760 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -778785.125000 Penalty: 4455.537109
	Iteration 55Q: 3 clusters Score -778785.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -778810.125000 Penalty: 4455.537109
	Iteration 56Q: 3 clusters Score -778810.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -778830.125000 Penalty: 4455.537109
	Iteration 57Q: 3 clusters Score -778830.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 5556 members 
Entering Unmasked Estep 
Score: -778853.187500 Penalty: 4455.537109
	Iteration 58Q: 3 clusters Score -778853.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -778879.187500 Penalty: 4455.537109
	Iteration 59Q: 3 clusters Score -778879.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -778903.250000 Penalty: 4455.537109
	Iteration 60F: 3 clusters Score -778903.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 5624 members 
Entering Unmasked Estep 
Score: -778931.000000 Penalty: 4455.537109
	Iteration 61Q: 3 clusters Score -778931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -778952.437500 Penalty: 4455.537109
	Iteration 62Q: 3 clusters Score -778952.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -778966.812500 Penalty: 4455.537109
	Iteration 63Q: 3 clusters Score -778966.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -778980.500000 Penalty: 4455.537109
	Iteration 64Q: 3 clusters Score -778980.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -778994.500000 Penalty: 4455.537109
	Iteration 65Q: 3 clusters Score -778994.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -779008.625000 Penalty: 4455.537109
	Iteration 66Q: 3 clusters Score -779008.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -779018.312500 Penalty: 4455.537109
	Iteration 67Q: 3 clusters Score -779018.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -779027.687500 Penalty: 4455.537109
	Iteration 68Q: 3 clusters Score -779027.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -779042.687500 Penalty: 4455.537109
	Iteration 69Q: 3 clusters Score -779042.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -779051.437500 Penalty: 4455.537109
	Iteration 70Q: 3 clusters Score -779051.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -779062.125000 Penalty: 4455.537109
	Iteration 71Q: 3 clusters Score -779062.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -779069.125000 Penalty: 4455.537109
	Iteration 72Q: 3 clusters Score -779069.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -779075.562500 Penalty: 4455.537109
	Iteration 73Q: 3 clusters Score -779075.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -779075.625000 Penalty: 4455.537109
	Iteration 74Q: 3 clusters Score -779075.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -779079.937500 Penalty: 4455.537109
	Iteration 75Q: 3 clusters Score -779079.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -779082.312500 Penalty: 4455.537109
	Iteration 76Q: 3 clusters Score -779082.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -779086.500000 Penalty: 4455.537109
	Iteration 77Q: 3 clusters Score -779086.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -779088.875000 Penalty: 4455.537109
	Iteration 78Q: 3 clusters Score -779088.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -779091.500000 Penalty: 4455.537109
	Iteration 79Q: 3 clusters Score -779091.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 5901 members 
Entering Unmasked Estep 
Score: -779088.937500 Penalty: 4455.537109
	Iteration 80F: 3 clusters Score -779088.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -779089.250000 Penalty: 4455.537109
	Iteration 81Q: 3 clusters Score -779089.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -779090.812500 Penalty: 4455.537109
	Iteration 82Q: 3 clusters Score -779090.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -779092.500000 Penalty: 4455.537109
	Iteration 83Q: 3 clusters Score -779092.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -779093.562500 Penalty: 4455.537109
	Iteration 84Q: 3 clusters Score -779093.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -779096.187500 Penalty: 4455.537109
	Iteration 85Q: 3 clusters Score -779096.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -779096.312500 Penalty: 4455.537109
	Iteration 86Q: 3 clusters Score -779096.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -779098.437500 Penalty: 4455.537109
	Iteration 87Q: 3 clusters Score -779098.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -779098.062500 Penalty: 4455.537109
	Iteration 88Q: 3 clusters Score -779098.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -779098.750000 Penalty: 4455.537109
	Iteration 89Q: 3 clusters Score -779098.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -779100.187500 Penalty: 4455.537109
	Iteration 90Q: 3 clusters Score -779100.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -779100.625000 Penalty: 4455.537109
	Iteration 91Q: 3 clusters Score -779100.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -779101.000000 Penalty: 4455.537109
	Iteration 92Q: 3 clusters Score -779101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -779101.000000 Penalty: 4455.537109
	Iteration 93F: 3 clusters Score -779101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -42044.890625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -42044.89 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 232 members 
Entering Unmasked Estep 
Score: -40608.390625 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40608.39 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -40831.652344 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40831.65 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40909.894531 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -40909.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40969.437500 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -40969.44 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -41018.488281 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -41018.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41035.570312 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -41035.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41058.308594 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -41058.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41075.769531 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -41075.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41105.816406 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -41105.82 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41138.710938 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -41138.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -41167.027344 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -41167.03 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -41243.660156 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -41243.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -41304.500000 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -41304.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -41439.921875 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -41439.92 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -41580.980469 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -41580.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -41600.257812 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -41600.26 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -41643.246094 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -41643.25 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41712.570312 Penalty: 3020.166260
	Iteration 17Q: 3 clusters Score -41712.57 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41788.277344 Penalty: 3020.166260
	Iteration 18Q: 3 clusters Score -41788.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -41819.718750 Penalty: 3020.166260
	Iteration 19Q: 3 clusters Score -41819.72 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -41850.296875 Penalty: 3020.166260
	Iteration 20F: 3 clusters Score -41850.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -41859.878906 Penalty: 3020.166260
	Iteration 21Q: 3 clusters Score -41859.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -41887.480469 Penalty: 3020.166260
	Iteration 22Q: 3 clusters Score -41887.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -41905.554688 Penalty: 3020.166260
	Iteration 23Q: 3 clusters Score -41905.55 nChanged 3
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: -41938.429688 Penalty: 3020.166260
	Iteration 24Q: 3 clusters Score -41938.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -41980.300781 Penalty: 3020.166260
	Iteration 25Q: 3 clusters Score -41980.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42163.683594 Penalty: 3020.166260
	Iteration 26Q: 3 clusters Score -42163.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -42163.683594 Penalty: 3020.166260
	Iteration 27F: 3 clusters Score -42163.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 166 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 179659 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 238730 members 
Mstep: Class 9 contains 89308 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 19566 members 
Mstep: Class 13 contains 157977 members 
Mstep: Class 14 contains 15788 members 
Mstep: Class 15 contains 19653 members 
Mstep: Class 16 contains 162639 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 187054 members 
Mstep: Class 19 contains 26637 members 
Mstep: Class 20 contains 13472 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 12071 members 
Mstep: Class 23 contains 10268 members 
Mstep: Class 24 contains 219491 members 
Mstep: Class 25 contains 2546 members 
Mstep: Class 26 contains 275 members 
Entering Unmasked Estep 
Score: -161448112.000000 Penalty: 91337.375000
Splitting cluster 3 changes total score from -161450048.000000 to -161448112.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -245406.906250 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -245406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -242550.218750 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -242550.2 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -243144.828125 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -243144.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -243477.125000 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -243477.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -244038.218750 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -244038.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -244619.625000 Penalty: 3846.647949
	Iteration 4F: 3 clusters Score -244619.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -245238.859375 Penalty: 3846.647949
	Iteration 5F: 3 clusters Score -245238.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -245691.984375 Penalty: 3846.647949
	Iteration 6F: 3 clusters Score -245692 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -245985.765625 Penalty: 3846.647949
	Iteration 7F: 3 clusters Score -245985.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -246138.953125 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -246139 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -246302.203125 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -246302.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -246564.734375 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -246564.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -246848.218750 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -246848.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -246985.593750 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -246985.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -247004.046875 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -247004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -247016.750000 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -247016.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -247021.156250 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -247021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -247022.953125 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -247023 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -247023.000000 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -247023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -247023.000000 Penalty: 3846.647949
	Iteration 18F: 3 clusters Score -247023 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 1540 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 179659 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 238730 members 
Mstep: Class 9 contains 89308 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 19566 members 
Mstep: Class 13 contains 157977 members 
Mstep: Class 14 contains 15788 members 
Mstep: Class 15 contains 19653 members 
Mstep: Class 16 contains 162639 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 187054 members 
Mstep: Class 19 contains 26637 members 
Mstep: Class 20 contains 13472 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 12071 members 
Mstep: Class 23 contains 10268 members 
Mstep: Class 24 contains 219491 members 
Mstep: Class 25 contains 2546 members 
Mstep: Class 26 contains 794 members 
Entering Unmasked Estep 
Score: -161449616.000000 Penalty: 91337.375000
Splitting cluster 4 changes total score from -161450048.000000 to -161449616.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -50889.976562 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -50889.98 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 259 members 
Entering Unmasked Estep 
Score: -49362.414062 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -49362.41 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -49510.011719 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -49510.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49571.246094 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -49571.25 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -49591.769531 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -49591.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -49601.570312 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -49601.57 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -49612.957031 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -49612.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49626.527344 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -49626.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -49634.453125 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -49634.45 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -49638.792969 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -49638.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -49641.531250 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -49641.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -49647.046875 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -49647.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -49651.820312 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -49651.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49654.390625 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -49654.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49664.605469 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -49664.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49664.605469 Penalty: 3080.457520
	Iteration 14F: 3 clusters Score -49664.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (179659 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179659 members 
Entering Unmasked Estep 
Score: -21185946.000000 Penalty: 3000.506348
	Iteration 0F: 2 clusters Score -2.118595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89996 members 
Mstep: Class 2 contains 89663 members 
Entering Unmasked Estep 
Score: -21067874.000000 Penalty: 6001.012695
	Iteration 0F: 3 clusters Score -2.106787e+07 nChanged 85940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91482 members 
Mstep: Class 2 contains 88177 members 
Entering Unmasked Estep 
Score: -21117410.000000 Penalty: 6001.012695
	Iteration 1F: 3 clusters Score -2.111741e+07 nChanged 4794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92560 members 
Mstep: Class 2 contains 87099 members 
Entering Unmasked Estep 
Score: -21118342.000000 Penalty: 6001.012695
	Iteration 2Q: 3 clusters Score -2.111834e+07 nChanged 4831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94313 members 
Mstep: Class 2 contains 85346 members 
Entering Unmasked Estep 
Score: -21119374.000000 Penalty: 6001.012695
	Iteration 3Q: 3 clusters Score -2.111937e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97051 members 
Mstep: Class 2 contains 82608 members 
Entering Unmasked Estep 
Score: -21120782.000000 Penalty: 6001.012695
	Iteration 4Q: 3 clusters Score -2.112078e+07 nChanged 6332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101161 members 
Mstep: Class 2 contains 78498 members 
Entering Unmasked Estep 
Score: -21123214.000000 Penalty: 6001.012695
	Iteration 5Q: 3 clusters Score -2.112321e+07 nChanged 7978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107233 members 
Mstep: Class 2 contains 72426 members 
Entering Unmasked Estep 
Score: -21126794.000000 Penalty: 6001.012695
	Iteration 6Q: 3 clusters Score -2.112679e+07 nChanged 10064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115763 members 
Mstep: Class 2 contains 63896 members 
Entering Unmasked Estep 
Score: -21132980.000000 Penalty: 6001.012695
	Iteration 7F: 3 clusters Score -2.113298e+07 nChanged 12496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127119 members 
Mstep: Class 2 contains 52540 members 
Entering Unmasked Estep 
Score: -21142310.000000 Penalty: 6001.012695
	Iteration 8F: 3 clusters Score -2.114231e+07 nChanged 13699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140106 members 
Mstep: Class 2 contains 39553 members 
Entering Unmasked Estep 
Score: -21154224.000000 Penalty: 6001.012695
	Iteration 9F: 3 clusters Score -2.115422e+07 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152303 members 
Mstep: Class 2 contains 27356 members 
Entering Unmasked Estep 
Score: -21166124.000000 Penalty: 6001.012695
	Iteration 10F: 3 clusters Score -2.116612e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161045 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -21174548.000000 Penalty: 6001.012695
	Iteration 11F: 3 clusters Score -2.117455e+07 nChanged 5599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166084 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -21179142.000000 Penalty: 6001.012695
	Iteration 12Q: 3 clusters Score -2.117914e+07 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168852 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -21181540.000000 Penalty: 6001.012695
	Iteration 13Q: 3 clusters Score -2.118154e+07 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170440 members 
Mstep: Class 2 contains 9219 members 
Entering Unmasked Estep 
Score: -21182518.000000 Penalty: 6001.012695
	Iteration 14Q: 3 clusters Score -2.118252e+07 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171459 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -21183202.000000 Penalty: 6001.012695
	Iteration 15Q: 3 clusters Score -2.11832e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172233 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -21183538.000000 Penalty: 6001.012695
	Iteration 16Q: 3 clusters Score -2.118354e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172878 members 
Mstep: Class 2 contains 6781 members 
Entering Unmasked Estep 
Score: -21183824.000000 Penalty: 6001.012695
	Iteration 17Q: 3 clusters Score -2.118382e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173378 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -21184114.000000 Penalty: 6001.012695
	Iteration 18Q: 3 clusters Score -2.118411e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173751 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -21184338.000000 Penalty: 6001.012695
	Iteration 19Q: 3 clusters Score -2.118434e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174042 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -21184482.000000 Penalty: 6001.012695
	Iteration 20F: 3 clusters Score -2.118448e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174237 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -21184578.000000 Penalty: 6001.012695
	Iteration 21Q: 3 clusters Score -2.118458e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174422 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -21184704.000000 Penalty: 6001.012695
	Iteration 22Q: 3 clusters Score -2.11847e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174587 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -21184712.000000 Penalty: 6001.012695
	Iteration 23Q: 3 clusters Score -2.118471e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174741 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -21184768.000000 Penalty: 6001.012695
	Iteration 24Q: 3 clusters Score -2.118477e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174851 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -21184804.000000 Penalty: 6001.012695
	Iteration 25Q: 3 clusters Score -2.11848e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174937 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -21184846.000000 Penalty: 6001.012695
	Iteration 26Q: 3 clusters Score -2.118485e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175004 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -21184890.000000 Penalty: 6001.012695
	Iteration 27Q: 3 clusters Score -2.118489e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175059 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -21184928.000000 Penalty: 6001.012695
	Iteration 28Q: 3 clusters Score -2.118493e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175120 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -21184954.000000 Penalty: 6001.012695
	Iteration 29Q: 3 clusters Score -2.118495e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175155 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -21184958.000000 Penalty: 6001.012695
	Iteration 30Q: 3 clusters Score -2.118496e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175179 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -21184986.000000 Penalty: 6001.012695
	Iteration 31Q: 3 clusters Score -2.118499e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175205 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -21185014.000000 Penalty: 6001.012695
	Iteration 32Q: 3 clusters Score -2.118501e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175223 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -21185036.000000 Penalty: 6001.012695
	Iteration 33Q: 3 clusters Score -2.118504e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175246 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -21185086.000000 Penalty: 6001.012695
	Iteration 34Q: 3 clusters Score -2.118509e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175262 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -21185108.000000 Penalty: 6001.012695
	Iteration 35Q: 3 clusters Score -2.118511e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175284 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -21185098.000000 Penalty: 6001.012695
	Iteration 36Q: 3 clusters Score -2.11851e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175306 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -21185128.000000 Penalty: 6001.012695
	Iteration 37Q: 3 clusters Score -2.118513e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175325 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -21185132.000000 Penalty: 6001.012695
	Iteration 38Q: 3 clusters Score -2.118513e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175340 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -21185136.000000 Penalty: 6001.012695
	Iteration 39Q: 3 clusters Score -2.118514e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175351 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -21185194.000000 Penalty: 6001.012695
	Iteration 40F: 3 clusters Score -2.118519e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175340 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -21185190.000000 Penalty: 6001.012695
	Iteration 41Q: 3 clusters Score -2.118519e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175335 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -21185188.000000 Penalty: 6001.012695
	Iteration 42Q: 3 clusters Score -2.118519e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175316 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -21185226.000000 Penalty: 6001.012695
	Iteration 43Q: 3 clusters Score -2.118523e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175288 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -21185230.000000 Penalty: 6001.012695
	Iteration 44Q: 3 clusters Score -2.118523e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175264 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -21185258.000000 Penalty: 6001.012695
	Iteration 45Q: 3 clusters Score -2.118526e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175237 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -21185300.000000 Penalty: 6001.012695
	Iteration 46Q: 3 clusters Score -2.11853e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175217 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -21185372.000000 Penalty: 6001.012695
	Iteration 47Q: 3 clusters Score -2.118537e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175195 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -21185390.000000 Penalty: 6001.012695
	Iteration 48Q: 3 clusters Score -2.118539e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175184 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -21185422.000000 Penalty: 6001.012695
	Iteration 49Q: 3 clusters Score -2.118542e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175172 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -21185428.000000 Penalty: 6001.012695
	Iteration 50Q: 3 clusters Score -2.118543e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175175 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -21185448.000000 Penalty: 6001.012695
	Iteration 51Q: 3 clusters Score -2.118545e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175187 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -21185470.000000 Penalty: 6001.012695
	Iteration 52Q: 3 clusters Score -2.118547e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175192 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -21185496.000000 Penalty: 6001.012695
	Iteration 53Q: 3 clusters Score -2.11855e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175206 members 
Mstep: Class 2 contains 4453 members 
Entering Unmasked Estep 
Score: -21185520.000000 Penalty: 6001.012695
	Iteration 54Q: 3 clusters Score -2.118552e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175218 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -21185530.000000 Penalty: 6001.012695
	Iteration 55Q: 3 clusters Score -2.118553e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175231 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -21185502.000000 Penalty: 6001.012695
	Iteration 56Q: 3 clusters Score -2.11855e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175245 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -21185494.000000 Penalty: 6001.012695
	Iteration 57Q: 3 clusters Score -2.118549e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175257 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -21185506.000000 Penalty: 6001.012695
	Iteration 58Q: 3 clusters Score -2.118551e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175285 members 
Mstep: Class 2 contains 4374 members 
Entering Unmasked Estep 
Score: -21185510.000000 Penalty: 6001.012695
	Iteration 59Q: 3 clusters Score -2.118551e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175306 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -21185544.000000 Penalty: 6001.012695
	Iteration 60F: 3 clusters Score -2.118554e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175312 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -21185526.000000 Penalty: 6001.012695
	Iteration 61Q: 3 clusters Score -2.118553e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175320 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -21185554.000000 Penalty: 6001.012695
	Iteration 62Q: 3 clusters Score -2.118555e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175323 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -21185546.000000 Penalty: 6001.012695
	Iteration 63Q: 3 clusters Score -2.118555e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175325 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -21185544.000000 Penalty: 6001.012695
	Iteration 64Q: 3 clusters Score -2.118554e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175327 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -21185556.000000 Penalty: 6001.012695
	Iteration 65Q: 3 clusters Score -2.118556e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175336 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -21185552.000000 Penalty: 6001.012695
	Iteration 66Q: 3 clusters Score -2.118555e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175345 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -21185534.000000 Penalty: 6001.012695
	Iteration 67Q: 3 clusters Score -2.118553e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175347 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -21185540.000000 Penalty: 6001.012695
	Iteration 68Q: 3 clusters Score -2.118554e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175353 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -21185538.000000 Penalty: 6001.012695
	Iteration 69Q: 3 clusters Score -2.118554e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175354 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -21185538.000000 Penalty: 6001.012695
	Iteration 70Q: 3 clusters Score -2.118554e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175353 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -21185534.000000 Penalty: 6001.012695
	Iteration 71Q: 3 clusters Score -2.118553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175355 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -21185534.000000 Penalty: 6001.012695
	Iteration 72Q: 3 clusters Score -2.118553e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175353 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -21185534.000000 Penalty: 6001.012695
	Iteration 73Q: 3 clusters Score -2.118553e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175354 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -21185540.000000 Penalty: 6001.012695
	Iteration 74Q: 3 clusters Score -2.118554e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175354 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -21185534.000000 Penalty: 6001.012695
	Iteration 75Q: 3 clusters Score -2.118553e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175352 members 
Mstep: Class 2 contains 4307 members 
Entering Unmasked Estep 
Score: -21185546.000000 Penalty: 6001.012695
	Iteration 76Q: 3 clusters Score -2.118555e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175354 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -21185540.000000 Penalty: 6001.012695
	Iteration 77Q: 3 clusters Score -2.118554e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175356 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -21185556.000000 Penalty: 6001.012695
	Iteration 78Q: 3 clusters Score -2.118556e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175357 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -21185570.000000 Penalty: 6001.012695
	Iteration 79Q: 3 clusters Score -2.118557e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175363 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -21185560.000000 Penalty: 6001.012695
	Iteration 80F: 3 clusters Score -2.118556e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175365 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -21185552.000000 Penalty: 6001.012695
	Iteration 81Q: 3 clusters Score -2.118555e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175368 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -21185556.000000 Penalty: 6001.012695
	Iteration 82Q: 3 clusters Score -2.118556e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175368 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -21185556.000000 Penalty: 6001.012695
	Iteration 83F: 3 clusters Score -2.118556e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Entering Unmasked Estep 
Score: -400818.656250 Penalty: 2026.135864
	Iteration 0F: 2 clusters Score -400818.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -397164.125000 Penalty: 4052.271729
	Iteration 0F: 3 clusters Score -397164.1 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -397939.093750 Penalty: 4052.271729
	Iteration 1F: 3 clusters Score -397939.1 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -398102.406250 Penalty: 4052.271729
	Iteration 2F: 3 clusters Score -398102.4 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -398187.250000 Penalty: 4052.271729
	Iteration 3Q: 3 clusters Score -398187.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -398245.343750 Penalty: 4052.271729
	Iteration 4Q: 3 clusters Score -398245.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -398282.125000 Penalty: 4052.271729
	Iteration 5Q: 3 clusters Score -398282.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -398304.031250 Penalty: 4052.271729
	Iteration 6Q: 3 clusters Score -398304 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -398324.281250 Penalty: 4052.271729
	Iteration 7Q: 3 clusters Score -398324.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -398337.500000 Penalty: 4052.271729
	Iteration 8Q: 3 clusters Score -398337.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -398347.093750 Penalty: 4052.271729
	Iteration 9Q: 3 clusters Score -398347.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -398353.656250 Penalty: 4052.271729
	Iteration 10Q: 3 clusters Score -398353.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -398359.375000 Penalty: 4052.271729
	Iteration 11Q: 3 clusters Score -398359.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -398363.281250 Penalty: 4052.271729
	Iteration 12Q: 3 clusters Score -398363.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -398367.093750 Penalty: 4052.271729
	Iteration 13Q: 3 clusters Score -398367.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -398370.656250 Penalty: 4052.271729
	Iteration 14Q: 3 clusters Score -398370.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -398373.906250 Penalty: 4052.271729
	Iteration 15Q: 3 clusters Score -398373.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -398378.750000 Penalty: 4052.271729
	Iteration 16Q: 3 clusters Score -398378.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -398382.281250 Penalty: 4052.271729
	Iteration 17Q: 3 clusters Score -398382.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -398383.250000 Penalty: 4052.271729
	Iteration 18Q: 3 clusters Score -398383.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -398386.031250 Penalty: 4052.271729
	Iteration 19Q: 3 clusters Score -398386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -398388.500000 Penalty: 4052.271729
	Iteration 20F: 3 clusters Score -398388.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -398389.843750 Penalty: 4052.271729
	Iteration 21Q: 3 clusters Score -398389.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -398390.312500 Penalty: 4052.271729
	Iteration 22Q: 3 clusters Score -398390.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -398390.281250 Penalty: 4052.271729
	Iteration 23Q: 3 clusters Score -398390.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -398390.281250 Penalty: 4052.271729
	Iteration 24F: 3 clusters Score -398390.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (238730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238730 members 
Entering Unmasked Estep 
Score: -28055064.000000 Penalty: 3071.005859
	Iteration 0F: 2 clusters Score -2.805506e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119647 members 
Mstep: Class 2 contains 119083 members 
Entering Unmasked Estep 
Score: -27899578.000000 Penalty: 6142.011719
	Iteration 0F: 3 clusters Score -2.789958e+07 nChanged 115063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124790 members 
Mstep: Class 2 contains 113940 members 
Entering Unmasked Estep 
Score: -27966942.000000 Penalty: 6142.011719
	Iteration 1F: 3 clusters Score -2.796694e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128363 members 
Mstep: Class 2 contains 110367 members 
Entering Unmasked Estep 
Score: -27968368.000000 Penalty: 6142.011719
	Iteration 2Q: 3 clusters Score -2.796837e+07 nChanged 7790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134169 members 
Mstep: Class 2 contains 104561 members 
Entering Unmasked Estep 
Score: -27970644.000000 Penalty: 6142.011719
	Iteration 3Q: 3 clusters Score -2.797064e+07 nChanged 10383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143084 members 
Mstep: Class 2 contains 95646 members 
Entering Unmasked Estep 
Score: -27975348.000000 Penalty: 6142.011719
	Iteration 4Q: 3 clusters Score -2.797535e+07 nChanged 14760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156476 members 
Mstep: Class 2 contains 82254 members 
Entering Unmasked Estep 
Score: -27984046.000000 Penalty: 6142.011719
	Iteration 5F: 3 clusters Score -2.798405e+07 nChanged 19387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174649 members 
Mstep: Class 2 contains 64081 members 
Entering Unmasked Estep 
Score: -27998610.000000 Penalty: 6142.011719
	Iteration 6F: 3 clusters Score -2.799861e+07 nChanged 21802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195521 members 
Mstep: Class 2 contains 43209 members 
Entering Unmasked Estep 
Score: -28017338.000000 Penalty: 6142.011719
	Iteration 7F: 3 clusters Score -2.801734e+07 nChanged 18452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213453 members 
Mstep: Class 2 contains 25277 members 
Entering Unmasked Estep 
Score: -28033928.000000 Penalty: 6142.011719
	Iteration 8F: 3 clusters Score -2.803393e+07 nChanged 11067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224250 members 
Mstep: Class 2 contains 14480 members 
Entering Unmasked Estep 
Score: -28043660.000000 Penalty: 6142.011719
	Iteration 9Q: 3 clusters Score -2.804366e+07 nChanged 5517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229555 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -28048574.000000 Penalty: 6142.011719
	Iteration 10Q: 3 clusters Score -2.804857e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231835 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -28051246.000000 Penalty: 6142.011719
	Iteration 11Q: 3 clusters Score -2.805125e+07 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232627 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -28052600.000000 Penalty: 6142.011719
	Iteration 12Q: 3 clusters Score -2.80526e+07 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232904 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -28053424.000000 Penalty: 6142.011719
	Iteration 13Q: 3 clusters Score -2.805342e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233021 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -28053806.000000 Penalty: 6142.011719
	Iteration 14Q: 3 clusters Score -2.805381e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233140 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -28053988.000000 Penalty: 6142.011719
	Iteration 15Q: 3 clusters Score -2.805399e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233221 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -28054048.000000 Penalty: 6142.011719
	Iteration 16Q: 3 clusters Score -2.805405e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233247 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -28054158.000000 Penalty: 6142.011719
	Iteration 17Q: 3 clusters Score -2.805416e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233237 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -28054228.000000 Penalty: 6142.011719
	Iteration 18Q: 3 clusters Score -2.805423e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233209 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -28054336.000000 Penalty: 6142.011719
	Iteration 19Q: 3 clusters Score -2.805434e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233159 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -28054422.000000 Penalty: 6142.011719
	Iteration 20F: 3 clusters Score -2.805442e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233108 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -28054498.000000 Penalty: 6142.011719
	Iteration 21Q: 3 clusters Score -2.80545e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233057 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -28054542.000000 Penalty: 6142.011719
	Iteration 22Q: 3 clusters Score -2.805454e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233021 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -28054528.000000 Penalty: 6142.011719
	Iteration 23Q: 3 clusters Score -2.805453e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232996 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -28054558.000000 Penalty: 6142.011719
	Iteration 24Q: 3 clusters Score -2.805456e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232973 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -28054550.000000 Penalty: 6142.011719
	Iteration 25Q: 3 clusters Score -2.805455e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232947 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -28054576.000000 Penalty: 6142.011719
	Iteration 26Q: 3 clusters Score -2.805458e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232926 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -28054570.000000 Penalty: 6142.011719
	Iteration 27Q: 3 clusters Score -2.805457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232925 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -28054582.000000 Penalty: 6142.011719
	Iteration 28Q: 3 clusters Score -2.805458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232924 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -28054560.000000 Penalty: 6142.011719
	Iteration 29Q: 3 clusters Score -2.805456e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232924 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -28054554.000000 Penalty: 6142.011719
	Iteration 30Q: 3 clusters Score -2.805455e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232919 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -28054562.000000 Penalty: 6142.011719
	Iteration 31Q: 3 clusters Score -2.805456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232914 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -28054562.000000 Penalty: 6142.011719
	Iteration 32Q: 3 clusters Score -2.805456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232906 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -28054560.000000 Penalty: 6142.011719
	Iteration 33Q: 3 clusters Score -2.805456e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232901 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -28054552.000000 Penalty: 6142.011719
	Iteration 34Q: 3 clusters Score -2.805455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232900 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -28054548.000000 Penalty: 6142.011719
	Iteration 35Q: 3 clusters Score -2.805455e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232896 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -28054550.000000 Penalty: 6142.011719
	Iteration 36Q: 3 clusters Score -2.805455e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232896 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -28054564.000000 Penalty: 6142.011719
	Iteration 37Q: 3 clusters Score -2.805456e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232894 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -28054560.000000 Penalty: 6142.011719
	Iteration 38Q: 3 clusters Score -2.805456e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232888 members 
Mstep: Class 2 contains 5842 members 
Entering Unmasked Estep 
Score: -28054570.000000 Penalty: 6142.011719
	Iteration 39Q: 3 clusters Score -2.805457e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232885 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -28054554.000000 Penalty: 6142.011719
	Iteration 40F: 3 clusters Score -2.805455e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232886 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -28054552.000000 Penalty: 6142.011719
	Iteration 41Q: 3 clusters Score -2.805455e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232883 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -28054566.000000 Penalty: 6142.011719
	Iteration 42Q: 3 clusters Score -2.805457e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232883 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
Score: -28054562.000000 Penalty: 6142.011719
	Iteration 43Q: 3 clusters Score -2.805456e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232880 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -28054564.000000 Penalty: 6142.011719
	Iteration 44Q: 3 clusters Score -2.805456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232876 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -28054574.000000 Penalty: 6142.011719
	Iteration 45Q: 3 clusters Score -2.805457e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232873 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -28054560.000000 Penalty: 6142.011719
	Iteration 46Q: 3 clusters Score -2.805456e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232872 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -28054572.000000 Penalty: 6142.011719
	Iteration 47Q: 3 clusters Score -2.805457e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232872 members 
Mstep: Class 2 contains 5858 members 
Entering Unmasked Estep 
Score: -28054576.000000 Penalty: 6142.011719
	Iteration 48Q: 3 clusters Score -2.805458e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232873 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -28054576.000000 Penalty: 6142.011719
	Iteration 49Q: 3 clusters Score -2.805458e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232873 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -28054576.000000 Penalty: 6142.011719
	Iteration 50F: 3 clusters Score -2.805458e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (89308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89308 members 
Entering Unmasked Estep 
Score: -10217137.000000 Penalty: 2827.161865
	Iteration 0F: 2 clusters Score -1.021714e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44664 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -10157537.000000 Penalty: 5654.323730
	Iteration 0F: 3 clusters Score -1.015754e+07 nChanged 42043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -10181147.000000 Penalty: 5654.323730
	Iteration 1F: 3 clusters Score -1.018115e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -10181824.000000 Penalty: 5654.323730
	Iteration 2Q: 3 clusters Score -1.018182e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43806 members 
Mstep: Class 2 contains 45502 members 
Entering Unmasked Estep 
Score: -10182462.000000 Penalty: 5654.323730
	Iteration 3Q: 3 clusters Score -1.018246e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -10183021.000000 Penalty: 5654.323730
	Iteration 4Q: 3 clusters Score -1.018302e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 46001 members 
Entering Unmasked Estep 
Score: -10183554.000000 Penalty: 5654.323730
	Iteration 5Q: 3 clusters Score -1.018355e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42905 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -10184107.000000 Penalty: 5654.323730
	Iteration 6Q: 3 clusters Score -1.018411e+07 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42279 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -10184780.000000 Penalty: 5654.323730
	Iteration 7Q: 3 clusters Score -1.018478e+07 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41365 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -10185526.000000 Penalty: 5654.323730
	Iteration 8Q: 3 clusters Score -1.018553e+07 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40106 members 
Mstep: Class 2 contains 49202 members 
Entering Unmasked Estep 
Score: -10186348.000000 Penalty: 5654.323730
	Iteration 9Q: 3 clusters Score -1.018635e+07 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38321 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -10187339.000000 Penalty: 5654.323730
	Iteration 10Q: 3 clusters Score -1.018734e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35955 members 
Mstep: Class 2 contains 53353 members 
Entering Unmasked Estep 
Score: -10188663.000000 Penalty: 5654.323730
	Iteration 11Q: 3 clusters Score -1.018866e+07 nChanged 3977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33000 members 
Mstep: Class 2 contains 56308 members 
Entering Unmasked Estep 
Score: -10190657.000000 Penalty: 5654.323730
	Iteration 12Q: 3 clusters Score -1.019066e+07 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -10193211.000000 Penalty: 5654.323730
	Iteration 13Q: 3 clusters Score -1.019321e+07 nChanged 4578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 63873 members 
Entering Unmasked Estep 
Score: -10196155.000000 Penalty: 5654.323730
	Iteration 14F: 3 clusters Score -1.019616e+07 nChanged 4406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21539 members 
Mstep: Class 2 contains 67769 members 
Entering Unmasked Estep 
Score: -10199358.000000 Penalty: 5654.323730
	Iteration 15Q: 3 clusters Score -1.019936e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 71322 members 
Entering Unmasked Estep 
Score: -10202681.000000 Penalty: 5654.323730
	Iteration 16Q: 3 clusters Score -1.020268e+07 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 74154 members 
Entering Unmasked Estep 
Score: -10205419.000000 Penalty: 5654.323730
	Iteration 17Q: 3 clusters Score -1.020542e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 76416 members 
Entering Unmasked Estep 
Score: -10207353.000000 Penalty: 5654.323730
	Iteration 18Q: 3 clusters Score -1.020735e+07 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 78309 members 
Entering Unmasked Estep 
Score: -10208798.000000 Penalty: 5654.323730
	Iteration 19Q: 3 clusters Score -1.02088e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9360 members 
Mstep: Class 2 contains 79948 members 
Entering Unmasked Estep 
Score: -10210050.000000 Penalty: 5654.323730
	Iteration 20F: 3 clusters Score -1.021005e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -10210969.000000 Penalty: 5654.323730
	Iteration 21Q: 3 clusters Score -1.021097e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6977 members 
Mstep: Class 2 contains 82331 members 
Entering Unmasked Estep 
Score: -10211755.000000 Penalty: 5654.323730
	Iteration 22Q: 3 clusters Score -1.021176e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 83188 members 
Entering Unmasked Estep 
Score: -10212427.000000 Penalty: 5654.323730
	Iteration 23Q: 3 clusters Score -1.021243e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 83892 members 
Entering Unmasked Estep 
Score: -10212884.000000 Penalty: 5654.323730
	Iteration 24Q: 3 clusters Score -1.021288e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 84462 members 
Entering Unmasked Estep 
Score: -10213256.000000 Penalty: 5654.323730
	Iteration 25Q: 3 clusters Score -1.021326e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 84891 members 
Entering Unmasked Estep 
Score: -10213497.000000 Penalty: 5654.323730
	Iteration 26Q: 3 clusters Score -1.02135e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 85259 members 
Entering Unmasked Estep 
Score: -10213659.000000 Penalty: 5654.323730
	Iteration 27Q: 3 clusters Score -1.021366e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 85581 members 
Entering Unmasked Estep 
Score: -10213812.000000 Penalty: 5654.323730
	Iteration 28Q: 3 clusters Score -1.021381e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 85872 members 
Entering Unmasked Estep 
Score: -10213932.000000 Penalty: 5654.323730
	Iteration 29Q: 3 clusters Score -1.021393e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 86105 members 
Entering Unmasked Estep 
Score: -10214050.000000 Penalty: 5654.323730
	Iteration 30Q: 3 clusters Score -1.021405e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 86296 members 
Entering Unmasked Estep 
Score: -10214144.000000 Penalty: 5654.323730
	Iteration 31Q: 3 clusters Score -1.021414e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 86459 members 
Entering Unmasked Estep 
Score: -10214185.000000 Penalty: 5654.323730
	Iteration 32Q: 3 clusters Score -1.021418e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 86603 members 
Entering Unmasked Estep 
Score: -10214239.000000 Penalty: 5654.323730
	Iteration 33Q: 3 clusters Score -1.021424e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 86737 members 
Entering Unmasked Estep 
Score: -10214323.000000 Penalty: 5654.323730
	Iteration 34Q: 3 clusters Score -1.021432e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 86856 members 
Entering Unmasked Estep 
Score: -10214343.000000 Penalty: 5654.323730
	Iteration 35Q: 3 clusters Score -1.021434e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 86947 members 
Entering Unmasked Estep 
Score: -10214363.000000 Penalty: 5654.323730
	Iteration 36Q: 3 clusters Score -1.021436e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 87030 members 
Entering Unmasked Estep 
Score: -10214430.000000 Penalty: 5654.323730
	Iteration 37Q: 3 clusters Score -1.021443e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 87119 members 
Entering Unmasked Estep 
Score: -10214469.000000 Penalty: 5654.323730
	Iteration 38Q: 3 clusters Score -1.021447e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 87184 members 
Entering Unmasked Estep 
Score: -10214478.000000 Penalty: 5654.323730
	Iteration 39Q: 3 clusters Score -1.021448e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 87241 members 
Entering Unmasked Estep 
Score: -10214460.000000 Penalty: 5654.323730
	Iteration 40F: 3 clusters Score -1.021446e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 87298 members 
Entering Unmasked Estep 
Score: -10214488.000000 Penalty: 5654.323730
	Iteration 41Q: 3 clusters Score -1.021449e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 87348 members 
Entering Unmasked Estep 
Score: -10214508.000000 Penalty: 5654.323730
	Iteration 42Q: 3 clusters Score -1.021451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 87384 members 
Entering Unmasked Estep 
Score: -10214505.000000 Penalty: 5654.323730
	Iteration 43Q: 3 clusters Score -1.02145e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 87405 members 
Entering Unmasked Estep 
Score: -10214514.000000 Penalty: 5654.323730
	Iteration 44Q: 3 clusters Score -1.021451e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 87431 members 
Entering Unmasked Estep 
Score: -10214521.000000 Penalty: 5654.323730
	Iteration 45Q: 3 clusters Score -1.021452e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 87454 members 
Entering Unmasked Estep 
Score: -10214520.000000 Penalty: 5654.323730
	Iteration 46Q: 3 clusters Score -1.021452e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 87476 members 
Entering Unmasked Estep 
Score: -10214522.000000 Penalty: 5654.323730
	Iteration 47Q: 3 clusters Score -1.021452e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 87493 members 
Entering Unmasked Estep 
Score: -10214540.000000 Penalty: 5654.323730
	Iteration 48Q: 3 clusters Score -1.021454e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 87517 members 
Entering Unmasked Estep 
Score: -10214567.000000 Penalty: 5654.323730
	Iteration 49Q: 3 clusters Score -1.021457e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 87540 members 
Entering Unmasked Estep 
Score: -10214561.000000 Penalty: 5654.323730
	Iteration 50Q: 3 clusters Score -1.021456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 87561 members 
Entering Unmasked Estep 
Score: -10214566.000000 Penalty: 5654.323730
	Iteration 51Q: 3 clusters Score -1.021457e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 87584 members 
Entering Unmasked Estep 
Score: -10214568.000000 Penalty: 5654.323730
	Iteration 52Q: 3 clusters Score -1.021457e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 87601 members 
Entering Unmasked Estep 
Score: -10214565.000000 Penalty: 5654.323730
	Iteration 53Q: 3 clusters Score -1.021456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 87617 members 
Entering Unmasked Estep 
Score: -10214574.000000 Penalty: 5654.323730
	Iteration 54Q: 3 clusters Score -1.021457e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 87635 members 
Entering Unmasked Estep 
Score: -10214582.000000 Penalty: 5654.323730
	Iteration 55Q: 3 clusters Score -1.021458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 87650 members 
Entering Unmasked Estep 
Score: -10214586.000000 Penalty: 5654.323730
	Iteration 56Q: 3 clusters Score -1.021459e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 87655 members 
Entering Unmasked Estep 
Score: -10214594.000000 Penalty: 5654.323730
	Iteration 57Q: 3 clusters Score -1.021459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 87665 members 
Entering Unmasked Estep 
Score: -10214591.000000 Penalty: 5654.323730
	Iteration 58Q: 3 clusters Score -1.021459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 87669 members 
Entering Unmasked Estep 
Score: -10214603.000000 Penalty: 5654.323730
	Iteration 59Q: 3 clusters Score -1.02146e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 87671 members 
Entering Unmasked Estep 
Score: -10214597.000000 Penalty: 5654.323730
	Iteration 60F: 3 clusters Score -1.02146e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 87672 members 
Entering Unmasked Estep 
Score: -10214595.000000 Penalty: 5654.323730
	Iteration 61Q: 3 clusters Score -1.02146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 87675 members 
Entering Unmasked Estep 
Score: -10214593.000000 Penalty: 5654.323730
	Iteration 62Q: 3 clusters Score -1.021459e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 87677 members 
Entering Unmasked Estep 
Score: -10214591.000000 Penalty: 5654.323730
	Iteration 63Q: 3 clusters Score -1.021459e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 87681 members 
Entering Unmasked Estep 
Score: -10214591.000000 Penalty: 5654.323730
	Iteration 64Q: 3 clusters Score -1.021459e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 87685 members 
Entering Unmasked Estep 
Score: -10214597.000000 Penalty: 5654.323730
	Iteration 65Q: 3 clusters Score -1.02146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 87689 members 
Entering Unmasked Estep 
Score: -10214601.000000 Penalty: 5654.323730
	Iteration 66Q: 3 clusters Score -1.02146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 87695 members 
Entering Unmasked Estep 
Score: -10214601.000000 Penalty: 5654.323730
	Iteration 67Q: 3 clusters Score -1.02146e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 87701 members 
Entering Unmasked Estep 
Score: -10214600.000000 Penalty: 5654.323730
	Iteration 68Q: 3 clusters Score -1.02146e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 87705 members 
Entering Unmasked Estep 
Score: -10214600.000000 Penalty: 5654.323730
	Iteration 69Q: 3 clusters Score -1.02146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 87711 members 
Entering Unmasked Estep 
Score: -10214606.000000 Penalty: 5654.323730
	Iteration 70Q: 3 clusters Score -1.021461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 87713 members 
Entering Unmasked Estep 
Score: -10214609.000000 Penalty: 5654.323730
	Iteration 71Q: 3 clusters Score -1.021461e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -10214610.000000 Penalty: 5654.323730
	Iteration 72Q: 3 clusters Score -1.021461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 87715 members 
Entering Unmasked Estep 
Score: -10214610.000000 Penalty: 5654.323730
	Iteration 73F: 3 clusters Score -1.021461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Entering Unmasked Estep 
Score: -1275771.375000 Penalty: 2315.765869
	Iteration 0F: 2 clusters Score -1275771 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 5677 members 
Entering Unmasked Estep 
Score: -1267204.000000 Penalty: 4631.531738
	Iteration 0F: 3 clusters Score -1267204 nChanged 4766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1269818.750000 Penalty: 4631.531738
	Iteration 1F: 3 clusters Score -1269819 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1270179.875000 Penalty: 4631.531738
	Iteration 2F: 3 clusters Score -1270180 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -1270452.750000 Penalty: 4631.531738
	Iteration 3F: 3 clusters Score -1270453 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -1270676.250000 Penalty: 4631.531738
	Iteration 4Q: 3 clusters Score -1270676 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -1270880.500000 Penalty: 4631.531738
	Iteration 5Q: 3 clusters Score -1270880 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1271077.750000 Penalty: 4631.531738
	Iteration 6Q: 3 clusters Score -1271078 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -1271305.250000 Penalty: 4631.531738
	Iteration 7Q: 3 clusters Score -1271305 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1271544.750000 Penalty: 4631.531738
	Iteration 8Q: 3 clusters Score -1271545 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -1271769.750000 Penalty: 4631.531738
	Iteration 9Q: 3 clusters Score -1271770 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1272014.250000 Penalty: 4631.531738
	Iteration 10Q: 3 clusters Score -1272014 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1272286.750000 Penalty: 4631.531738
	Iteration 11Q: 3 clusters Score -1272287 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -1272609.625000 Penalty: 4631.531738
	Iteration 12Q: 3 clusters Score -1272610 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1272898.750000 Penalty: 4631.531738
	Iteration 13Q: 3 clusters Score -1272899 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1273169.375000 Penalty: 4631.531738
	Iteration 14Q: 3 clusters Score -1273169 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1273414.875000 Penalty: 4631.531738
	Iteration 15Q: 3 clusters Score -1273415 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1273621.625000 Penalty: 4631.531738
	Iteration 16Q: 3 clusters Score -1273622 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1273794.875000 Penalty: 4631.531738
	Iteration 17Q: 3 clusters Score -1273795 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1273950.875000 Penalty: 4631.531738
	Iteration 18Q: 3 clusters Score -1273951 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1274058.750000 Penalty: 4631.531738
	Iteration 19Q: 3 clusters Score -1274059 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1274136.750000 Penalty: 4631.531738
	Iteration 20F: 3 clusters Score -1274137 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -1274198.875000 Penalty: 4631.531738
	Iteration 21Q: 3 clusters Score -1274199 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1274236.750000 Penalty: 4631.531738
	Iteration 22Q: 3 clusters Score -1274237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1274265.875000 Penalty: 4631.531738
	Iteration 23Q: 3 clusters Score -1274266 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1274292.625000 Penalty: 4631.531738
	Iteration 24Q: 3 clusters Score -1274293 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10522 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1274310.875000 Penalty: 4631.531738
	Iteration 25Q: 3 clusters Score -1274311 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1274332.125000 Penalty: 4631.531738
	Iteration 26Q: 3 clusters Score -1274332 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1274341.875000 Penalty: 4631.531738
	Iteration 27Q: 3 clusters Score -1274342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10580 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1274349.625000 Penalty: 4631.531738
	Iteration 28Q: 3 clusters Score -1274350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1274355.750000 Penalty: 4631.531738
	Iteration 29Q: 3 clusters Score -1274356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10598 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1274363.750000 Penalty: 4631.531738
	Iteration 30Q: 3 clusters Score -1274364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -1274370.625000 Penalty: 4631.531738
	Iteration 31Q: 3 clusters Score -1274371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1274373.500000 Penalty: 4631.531738
	Iteration 32Q: 3 clusters Score -1274374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1274373.125000 Penalty: 4631.531738
	Iteration 33Q: 3 clusters Score -1274373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1274373.250000 Penalty: 4631.531738
	Iteration 34Q: 3 clusters Score -1274373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1274376.250000 Penalty: 4631.531738
	Iteration 35Q: 3 clusters Score -1274376 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1274375.125000 Penalty: 4631.531738
	Iteration 36Q: 3 clusters Score -1274375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10620 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1274375.125000 Penalty: 4631.531738
	Iteration 37F: 3 clusters Score -1274375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Entering Unmasked Estep 
Score: -968468.875000 Penalty: 2249.313477
	Iteration 0F: 2 clusters Score -968468.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -961631.500000 Penalty: 4498.626953
	Iteration 0F: 3 clusters Score -961631.5 nChanged 3489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -963620.625000 Penalty: 4498.626953
	Iteration 1F: 3 clusters Score -963620.6 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -964065.437500 Penalty: 4498.626953
	Iteration 2F: 3 clusters Score -964065.4 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -964576.000000 Penalty: 4498.626953
	Iteration 3F: 3 clusters Score -964576 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -965126.625000 Penalty: 4498.626953
	Iteration 4F: 3 clusters Score -965126.6 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -965681.312500 Penalty: 4498.626953
	Iteration 5F: 3 clusters Score -965681.3 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -966158.312500 Penalty: 4498.626953
	Iteration 6F: 3 clusters Score -966158.3 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -966484.687500 Penalty: 4498.626953
	Iteration 7F: 3 clusters Score -966484.7 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6376 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -966693.187500 Penalty: 4498.626953
	Iteration 8Q: 3 clusters Score -966693.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -966852.562500 Penalty: 4498.626953
	Iteration 9Q: 3 clusters Score -966852.6 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -966973.687500 Penalty: 4498.626953
	Iteration 10Q: 3 clusters Score -966973.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -967051.312500 Penalty: 4498.626953
	Iteration 11Q: 3 clusters Score -967051.3 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -967119.875000 Penalty: 4498.626953
	Iteration 12Q: 3 clusters Score -967119.9 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -967161.812500 Penalty: 4498.626953
	Iteration 13Q: 3 clusters Score -967161.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -967199.812500 Penalty: 4498.626953
	Iteration 14Q: 3 clusters Score -967199.8 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -967227.812500 Penalty: 4498.626953
	Iteration 15Q: 3 clusters Score -967227.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -967247.250000 Penalty: 4498.626953
	Iteration 16Q: 3 clusters Score -967247.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -967259.312500 Penalty: 4498.626953
	Iteration 17Q: 3 clusters Score -967259.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -967268.125000 Penalty: 4498.626953
	Iteration 18Q: 3 clusters Score -967268.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7054 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -967269.500000 Penalty: 4498.626953
	Iteration 19Q: 3 clusters Score -967269.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -967273.437500 Penalty: 4498.626953
	Iteration 20F: 3 clusters Score -967273.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -967275.312500 Penalty: 4498.626953
	Iteration 21Q: 3 clusters Score -967275.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -967277.437500 Penalty: 4498.626953
	Iteration 22Q: 3 clusters Score -967277.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -967279.000000 Penalty: 4498.626953
	Iteration 23Q: 3 clusters Score -967279 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -967278.875000 Penalty: 4498.626953
	Iteration 24Q: 3 clusters Score -967278.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -967279.875000 Penalty: 4498.626953
	Iteration 25Q: 3 clusters Score -967279.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -967285.000000 Penalty: 4498.626953
	Iteration 26Q: 3 clusters Score -967285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -967287.375000 Penalty: 4498.626953
	Iteration 27Q: 3 clusters Score -967287.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -967286.250000 Penalty: 4498.626953
	Iteration 28Q: 3 clusters Score -967286.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -967289.437500 Penalty: 4498.626953
	Iteration 29Q: 3 clusters Score -967289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -967290.812500 Penalty: 4498.626953
	Iteration 30Q: 3 clusters Score -967290.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -967291.437500 Penalty: 4498.626953
	Iteration 31Q: 3 clusters Score -967291.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -967292.687500 Penalty: 4498.626953
	Iteration 32Q: 3 clusters Score -967292.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -967294.000000 Penalty: 4498.626953
	Iteration 33Q: 3 clusters Score -967294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -967294.375000 Penalty: 4498.626953
	Iteration 34Q: 3 clusters Score -967294.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -967296.062500 Penalty: 4498.626953
	Iteration 35Q: 3 clusters Score -967296.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -967299.125000 Penalty: 4498.626953
	Iteration 36Q: 3 clusters Score -967299.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -967298.812500 Penalty: 4498.626953
	Iteration 37Q: 3 clusters Score -967298.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -967300.875000 Penalty: 4498.626953
	Iteration 38Q: 3 clusters Score -967300.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -967300.937500 Penalty: 4498.626953
	Iteration 39Q: 3 clusters Score -967300.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -967301.812500 Penalty: 4498.626953
	Iteration 40F: 3 clusters Score -967301.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -967303.937500 Penalty: 4498.626953
	Iteration 41Q: 3 clusters Score -967303.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -967305.062500 Penalty: 4498.626953
	Iteration 42Q: 3 clusters Score -967305.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -967306.000000 Penalty: 4498.626953
	Iteration 43Q: 3 clusters Score -967306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -967310.187500 Penalty: 4498.626953
	Iteration 44Q: 3 clusters Score -967310.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -967311.250000 Penalty: 4498.626953
	Iteration 45Q: 3 clusters Score -967311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -967311.750000 Penalty: 4498.626953
	Iteration 46Q: 3 clusters Score -967311.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -967312.312500 Penalty: 4498.626953
	Iteration 47Q: 3 clusters Score -967312.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -967313.375000 Penalty: 4498.626953
	Iteration 48Q: 3 clusters Score -967313.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -967312.437500 Penalty: 4498.626953
	Iteration 49Q: 3 clusters Score -967312.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -967312.375000 Penalty: 4498.626953
	Iteration 50Q: 3 clusters Score -967312.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -967312.375000 Penalty: 4498.626953
	Iteration 51F: 3 clusters Score -967312.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Entering Unmasked Estep 
Score: -2196975.250000 Penalty: 2450.624023
	Iteration 0F: 2 clusters Score -2196975 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2183188.250000 Penalty: 4901.248047
	Iteration 0F: 3 clusters Score -2183188 nChanged 8587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2187642.000000 Penalty: 4901.248047
	Iteration 1F: 3 clusters Score -2187642 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 9563 members 
Entering Unmasked Estep 
Score: -2188077.750000 Penalty: 4901.248047
	Iteration 2F: 3 clusters Score -2188078 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 9475 members 
Entering Unmasked Estep 
Score: -2188471.500000 Penalty: 4901.248047
	Iteration 3Q: 3 clusters Score -2188472 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2188873.000000 Penalty: 4901.248047
	Iteration 4Q: 3 clusters Score -2188873 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 9352 members 
Entering Unmasked Estep 
Score: -2189265.500000 Penalty: 4901.248047
	Iteration 5Q: 3 clusters Score -2189266 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -2189637.250000 Penalty: 4901.248047
	Iteration 6Q: 3 clusters Score -2189637 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -2190016.000000 Penalty: 4901.248047
	Iteration 7Q: 3 clusters Score -2190016 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 8952 members 
Entering Unmasked Estep 
Score: -2190350.750000 Penalty: 4901.248047
	Iteration 8Q: 3 clusters Score -2190351 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2190698.000000 Penalty: 4901.248047
	Iteration 9Q: 3 clusters Score -2190698 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -2191062.750000 Penalty: 4901.248047
	Iteration 10Q: 3 clusters Score -2191063 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -2191475.750000 Penalty: 4901.248047
	Iteration 11Q: 3 clusters Score -2191476 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -2191858.750000 Penalty: 4901.248047
	Iteration 12Q: 3 clusters Score -2191859 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -2192187.750000 Penalty: 4901.248047
	Iteration 13Q: 3 clusters Score -2192188 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -2192472.500000 Penalty: 4901.248047
	Iteration 14Q: 3 clusters Score -2192472 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -2192687.000000 Penalty: 4901.248047
	Iteration 15Q: 3 clusters Score -2192687 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -2192868.500000 Penalty: 4901.248047
	Iteration 16Q: 3 clusters Score -2192868 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -2193014.750000 Penalty: 4901.248047
	Iteration 17Q: 3 clusters Score -2193015 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -2193142.000000 Penalty: 4901.248047
	Iteration 18Q: 3 clusters Score -2193142 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2193279.500000 Penalty: 4901.248047
	Iteration 19Q: 3 clusters Score -2193280 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14502 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2193401.500000 Penalty: 4901.248047
	Iteration 20F: 3 clusters Score -2193402 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14795 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2193524.000000 Penalty: 4901.248047
	Iteration 21Q: 3 clusters Score -2193524 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -2193638.500000 Penalty: 4901.248047
	Iteration 22Q: 3 clusters Score -2193638 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -2193738.250000 Penalty: 4901.248047
	Iteration 23Q: 3 clusters Score -2193738 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15565 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -2193846.500000 Penalty: 4901.248047
	Iteration 24Q: 3 clusters Score -2193846 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15820 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -2193966.000000 Penalty: 4901.248047
	Iteration 25Q: 3 clusters Score -2193966 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2194077.500000 Penalty: 4901.248047
	Iteration 26Q: 3 clusters Score -2194078 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -2194166.000000 Penalty: 4901.248047
	Iteration 27Q: 3 clusters Score -2194166 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16476 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -2194276.000000 Penalty: 4901.248047
	Iteration 28Q: 3 clusters Score -2194276 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16649 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2194356.500000 Penalty: 4901.248047
	Iteration 29Q: 3 clusters Score -2194356 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2194416.250000 Penalty: 4901.248047
	Iteration 30Q: 3 clusters Score -2194416 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -2194475.750000 Penalty: 4901.248047
	Iteration 31Q: 3 clusters Score -2194476 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2194542.750000 Penalty: 4901.248047
	Iteration 32Q: 3 clusters Score -2194543 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -2194585.250000 Penalty: 4901.248047
	Iteration 33Q: 3 clusters Score -2194585 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -2194632.000000 Penalty: 4901.248047
	Iteration 34Q: 3 clusters Score -2194632 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17419 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2194655.250000 Penalty: 4901.248047
	Iteration 35Q: 3 clusters Score -2194655 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17502 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -2194701.000000 Penalty: 4901.248047
	Iteration 36Q: 3 clusters Score -2194701 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2194731.250000 Penalty: 4901.248047
	Iteration 37Q: 3 clusters Score -2194731 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17656 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -2194764.500000 Penalty: 4901.248047
	Iteration 38Q: 3 clusters Score -2194764 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -2194782.500000 Penalty: 4901.248047
	Iteration 39Q: 3 clusters Score -2194782 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -2194805.000000 Penalty: 4901.248047
	Iteration 40F: 3 clusters Score -2194805 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2194825.500000 Penalty: 4901.248047
	Iteration 41Q: 3 clusters Score -2194826 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -2194842.500000 Penalty: 4901.248047
	Iteration 42Q: 3 clusters Score -2194842 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2194868.250000 Penalty: 4901.248047
	Iteration 43Q: 3 clusters Score -2194868 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2194889.000000 Penalty: 4901.248047
	Iteration 44Q: 3 clusters Score -2194889 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -2194907.750000 Penalty: 4901.248047
	Iteration 45Q: 3 clusters Score -2194908 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -2194924.250000 Penalty: 4901.248047
	Iteration 46Q: 3 clusters Score -2194924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -2194944.750000 Penalty: 4901.248047
	Iteration 47Q: 3 clusters Score -2194945 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -2194945.250000 Penalty: 4901.248047
	Iteration 48Q: 3 clusters Score -2194945 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -2194958.000000 Penalty: 4901.248047
	Iteration 49Q: 3 clusters Score -2194958 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -2194971.250000 Penalty: 4901.248047
	Iteration 50Q: 3 clusters Score -2194971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -2194984.750000 Penalty: 4901.248047
	Iteration 51Q: 3 clusters Score -2194985 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2195003.750000 Penalty: 4901.248047
	Iteration 52Q: 3 clusters Score -2195004 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2195018.000000 Penalty: 4901.248047
	Iteration 53Q: 3 clusters Score -2195018 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2195043.000000 Penalty: 4901.248047
	Iteration 54Q: 3 clusters Score -2195043 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -2195053.750000 Penalty: 4901.248047
	Iteration 55Q: 3 clusters Score -2195054 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -2195059.000000 Penalty: 4901.248047
	Iteration 56Q: 3 clusters Score -2195059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -2195066.000000 Penalty: 4901.248047
	Iteration 57Q: 3 clusters Score -2195066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2195066.500000 Penalty: 4901.248047
	Iteration 58Q: 3 clusters Score -2195066 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2195073.000000 Penalty: 4901.248047
	Iteration 59Q: 3 clusters Score -2195073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -2195080.000000 Penalty: 4901.248047
	Iteration 60F: 3 clusters Score -2195080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2195080.250000 Penalty: 4901.248047
	Iteration 61Q: 3 clusters Score -2195080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2195087.250000 Penalty: 4901.248047
	Iteration 62Q: 3 clusters Score -2195087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -2195098.250000 Penalty: 4901.248047
	Iteration 63Q: 3 clusters Score -2195098 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18390 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2195104.250000 Penalty: 4901.248047
	Iteration 64Q: 3 clusters Score -2195104 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2195110.000000 Penalty: 4901.248047
	Iteration 65Q: 3 clusters Score -2195110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2195116.000000 Penalty: 4901.248047
	Iteration 66Q: 3 clusters Score -2195116 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2195127.000000 Penalty: 4901.248047
	Iteration 67Q: 3 clusters Score -2195127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -2195128.750000 Penalty: 4901.248047
	Iteration 68Q: 3 clusters Score -2195129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18425 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2195130.750000 Penalty: 4901.248047
	Iteration 69Q: 3 clusters Score -2195131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -2195135.000000 Penalty: 4901.248047
	Iteration 70Q: 3 clusters Score -2195135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2195138.500000 Penalty: 4901.248047
	Iteration 71Q: 3 clusters Score -2195138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2195137.250000 Penalty: 4901.248047
	Iteration 72Q: 3 clusters Score -2195137 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2195137.000000 Penalty: 4901.248047
	Iteration 73Q: 3 clusters Score -2195137 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2195140.000000 Penalty: 4901.248047
	Iteration 74Q: 3 clusters Score -2195140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18440 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2195138.500000 Penalty: 4901.248047
	Iteration 75Q: 3 clusters Score -2195138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2195144.000000 Penalty: 4901.248047
	Iteration 76Q: 3 clusters Score -2195144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2195143.500000 Penalty: 4901.248047
	Iteration 77Q: 3 clusters Score -2195144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2195139.250000 Penalty: 4901.248047
	Iteration 78Q: 3 clusters Score -2195139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -2195140.000000 Penalty: 4901.248047
	Iteration 79Q: 3 clusters Score -2195140 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2195142.000000 Penalty: 4901.248047
	Iteration 80F: 3 clusters Score -2195142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18448 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -2195141.250000 Penalty: 4901.248047
	Iteration 81Q: 3 clusters Score -2195141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18449 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2195139.250000 Penalty: 4901.248047
	Iteration 82Q: 3 clusters Score -2195139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -2195143.750000 Penalty: 4901.248047
	Iteration 83Q: 3 clusters Score -2195144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2195143.750000 Penalty: 4901.248047
	Iteration 84Q: 3 clusters Score -2195144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18453 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2195145.500000 Penalty: 4901.248047
	Iteration 85Q: 3 clusters Score -2195146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -2195146.500000 Penalty: 4901.248047
	Iteration 86Q: 3 clusters Score -2195146 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -2195148.500000 Penalty: 4901.248047
	Iteration 87Q: 3 clusters Score -2195148 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -2195150.000000 Penalty: 4901.248047
	Iteration 88Q: 3 clusters Score -2195150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18465 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -2195150.000000 Penalty: 4901.248047
	Iteration 89Q: 3 clusters Score -2195150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -2195152.750000 Penalty: 4901.248047
	Iteration 90Q: 3 clusters Score -2195153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18478 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -2195153.750000 Penalty: 4901.248047
	Iteration 91Q: 3 clusters Score -2195154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2195169.500000 Penalty: 4901.248047
	Iteration 92Q: 3 clusters Score -2195170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18498 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2195174.750000 Penalty: 4901.248047
	Iteration 93Q: 3 clusters Score -2195175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2195178.750000 Penalty: 4901.248047
	Iteration 94Q: 3 clusters Score -2195179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2195184.750000 Penalty: 4901.248047
	Iteration 95Q: 3 clusters Score -2195185 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18513 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -2195189.000000 Penalty: 4901.248047
	Iteration 96Q: 3 clusters Score -2195189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2195187.750000 Penalty: 4901.248047
	Iteration 97Q: 3 clusters Score -2195188 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -2195191.250000 Penalty: 4901.248047
	Iteration 98Q: 3 clusters Score -2195191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18521 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2195193.250000 Penalty: 4901.248047
	Iteration 99Q: 3 clusters Score -2195193 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18529 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2195205.250000 Penalty: 4901.248047
	Iteration 100F: 3 clusters Score -2195205 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2195207.000000 Penalty: 4901.248047
	Iteration 101Q: 3 clusters Score -2195207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -2195208.750000 Penalty: 4901.248047
	Iteration 102Q: 3 clusters Score -2195209 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2195214.250000 Penalty: 4901.248047
	Iteration 103Q: 3 clusters Score -2195214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2195216.000000 Penalty: 4901.248047
	Iteration 104Q: 3 clusters Score -2195216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2195221.000000 Penalty: 4901.248047
	Iteration 105Q: 3 clusters Score -2195221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -2195223.000000 Penalty: 4901.248047
	Iteration 106Q: 3 clusters Score -2195223 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2195223.500000 Penalty: 4901.248047
	Iteration 107Q: 3 clusters Score -2195224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2195224.500000 Penalty: 4901.248047
	Iteration 108Q: 3 clusters Score -2195224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -2195223.250000 Penalty: 4901.248047
	Iteration 109Q: 3 clusters Score -2195223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2195224.250000 Penalty: 4901.248047
	Iteration 110Q: 3 clusters Score -2195224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2195223.750000 Penalty: 4901.248047
	Iteration 111Q: 3 clusters Score -2195224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2195225.000000 Penalty: 4901.248047
	Iteration 112Q: 3 clusters Score -2195225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2195225.500000 Penalty: 4901.248047
	Iteration 113Q: 3 clusters Score -2195226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -2195225.500000 Penalty: 4901.248047
	Iteration 114F: 3 clusters Score -2195226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157977 members 
Entering Unmasked Estep 
Score: -18576414.000000 Penalty: 2968.610596
	Iteration 0F: 2 clusters Score -1.857641e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78987 members 
Mstep: Class 2 contains 78990 members 
Entering Unmasked Estep 
Score: -18471242.000000 Penalty: 5937.221191
	Iteration 0F: 3 clusters Score -1.847124e+07 nChanged 75883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77632 members 
Mstep: Class 2 contains 80345 members 
Entering Unmasked Estep 
Score: -18515606.000000 Penalty: 5937.221191
	Iteration 1F: 3 clusters Score -1.851561e+07 nChanged 4620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77130 members 
Mstep: Class 2 contains 80847 members 
Entering Unmasked Estep 
Score: -18516572.000000 Penalty: 5937.221191
	Iteration 2Q: 3 clusters Score -1.851657e+07 nChanged 5018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76438 members 
Mstep: Class 2 contains 81539 members 
Entering Unmasked Estep 
Score: -18518194.000000 Penalty: 5937.221191
	Iteration 3Q: 3 clusters Score -1.851819e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75508 members 
Mstep: Class 2 contains 82469 members 
Entering Unmasked Estep 
Score: -18520436.000000 Penalty: 5937.221191
	Iteration 4Q: 3 clusters Score -1.852044e+07 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74514 members 
Mstep: Class 2 contains 83463 members 
Entering Unmasked Estep 
Score: -18523946.000000 Penalty: 5937.221191
	Iteration 5Q: 3 clusters Score -1.852395e+07 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73667 members 
Mstep: Class 2 contains 84310 members 
Entering Unmasked Estep 
Score: -18529184.000000 Penalty: 5937.221191
	Iteration 6F: 3 clusters Score -1.852918e+07 nChanged 9627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73420 members 
Mstep: Class 2 contains 84557 members 
Entering Unmasked Estep 
Score: -18536418.000000 Penalty: 5937.221191
	Iteration 7F: 3 clusters Score -1.853642e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74095 members 
Mstep: Class 2 contains 83882 members 
Entering Unmasked Estep 
Score: -18545078.000000 Penalty: 5937.221191
	Iteration 8F: 3 clusters Score -1.854508e+07 nChanged 10517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75636 members 
Mstep: Class 2 contains 82341 members 
Entering Unmasked Estep 
Score: -18551554.000000 Penalty: 5937.221191
	Iteration 9F: 3 clusters Score -1.855155e+07 nChanged 7955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77263 members 
Mstep: Class 2 contains 80714 members 
Entering Unmasked Estep 
Score: -18554882.000000 Penalty: 5937.221191
	Iteration 10F: 3 clusters Score -1.855488e+07 nChanged 4858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78881 members 
Mstep: Class 2 contains 79096 members 
Entering Unmasked Estep 
Score: -18556276.000000 Penalty: 5937.221191
	Iteration 11Q: 3 clusters Score -1.855628e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80608 members 
Mstep: Class 2 contains 77369 members 
Entering Unmasked Estep 
Score: -18557136.000000 Penalty: 5937.221191
	Iteration 12Q: 3 clusters Score -1.855714e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82443 members 
Mstep: Class 2 contains 75534 members 
Entering Unmasked Estep 
Score: -18557750.000000 Penalty: 5937.221191
	Iteration 13Q: 3 clusters Score -1.855775e+07 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84377 members 
Mstep: Class 2 contains 73600 members 
Entering Unmasked Estep 
Score: -18558582.000000 Penalty: 5937.221191
	Iteration 14Q: 3 clusters Score -1.855858e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86442 members 
Mstep: Class 2 contains 71535 members 
Entering Unmasked Estep 
Score: -18559462.000000 Penalty: 5937.221191
	Iteration 15Q: 3 clusters Score -1.855946e+07 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88667 members 
Mstep: Class 2 contains 69310 members 
Entering Unmasked Estep 
Score: -18560260.000000 Penalty: 5937.221191
	Iteration 16Q: 3 clusters Score -1.856026e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90968 members 
Mstep: Class 2 contains 67009 members 
Entering Unmasked Estep 
Score: -18561132.000000 Penalty: 5937.221191
	Iteration 17Q: 3 clusters Score -1.856113e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93308 members 
Mstep: Class 2 contains 64669 members 
Entering Unmasked Estep 
Score: -18562170.000000 Penalty: 5937.221191
	Iteration 18Q: 3 clusters Score -1.856217e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95713 members 
Mstep: Class 2 contains 62264 members 
Entering Unmasked Estep 
Score: -18563152.000000 Penalty: 5937.221191
	Iteration 19Q: 3 clusters Score -1.856315e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97991 members 
Mstep: Class 2 contains 59986 members 
Entering Unmasked Estep 
Score: -18564126.000000 Penalty: 5937.221191
	Iteration 20F: 3 clusters Score -1.856413e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100280 members 
Mstep: Class 2 contains 57697 members 
Entering Unmasked Estep 
Score: -18565024.000000 Penalty: 5937.221191
	Iteration 21Q: 3 clusters Score -1.856502e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102456 members 
Mstep: Class 2 contains 55521 members 
Entering Unmasked Estep 
Score: -18565860.000000 Penalty: 5937.221191
	Iteration 22Q: 3 clusters Score -1.856586e+07 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104543 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -18566584.000000 Penalty: 5937.221191
	Iteration 23Q: 3 clusters Score -1.856658e+07 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106659 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -18567150.000000 Penalty: 5937.221191
	Iteration 24Q: 3 clusters Score -1.856715e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108734 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -18567784.000000 Penalty: 5937.221191
	Iteration 25Q: 3 clusters Score -1.856778e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110805 members 
Mstep: Class 2 contains 47172 members 
Entering Unmasked Estep 
Score: -18568422.000000 Penalty: 5937.221191
	Iteration 26Q: 3 clusters Score -1.856842e+07 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112839 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -18568992.000000 Penalty: 5937.221191
	Iteration 27Q: 3 clusters Score -1.856899e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114807 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -18569626.000000 Penalty: 5937.221191
	Iteration 28Q: 3 clusters Score -1.856963e+07 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116713 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -18570082.000000 Penalty: 5937.221191
	Iteration 29Q: 3 clusters Score -1.857008e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118547 members 
Mstep: Class 2 contains 39430 members 
Entering Unmasked Estep 
Score: -18570664.000000 Penalty: 5937.221191
	Iteration 30Q: 3 clusters Score -1.857066e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120399 members 
Mstep: Class 2 contains 37578 members 
Entering Unmasked Estep 
Score: -18571088.000000 Penalty: 5937.221191
	Iteration 31Q: 3 clusters Score -1.857109e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122137 members 
Mstep: Class 2 contains 35840 members 
Entering Unmasked Estep 
Score: -18571496.000000 Penalty: 5937.221191
	Iteration 32Q: 3 clusters Score -1.85715e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123779 members 
Mstep: Class 2 contains 34198 members 
Entering Unmasked Estep 
Score: -18571912.000000 Penalty: 5937.221191
	Iteration 33Q: 3 clusters Score -1.857191e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125396 members 
Mstep: Class 2 contains 32581 members 
Entering Unmasked Estep 
Score: -18572362.000000 Penalty: 5937.221191
	Iteration 34Q: 3 clusters Score -1.857236e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126959 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -18572630.000000 Penalty: 5937.221191
	Iteration 35Q: 3 clusters Score -1.857263e+07 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128431 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -18572832.000000 Penalty: 5937.221191
	Iteration 36Q: 3 clusters Score -1.857283e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129869 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -18573248.000000 Penalty: 5937.221191
	Iteration 37Q: 3 clusters Score -1.857325e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131232 members 
Mstep: Class 2 contains 26745 members 
Entering Unmasked Estep 
Score: -18573638.000000 Penalty: 5937.221191
	Iteration 38Q: 3 clusters Score -1.857364e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132570 members 
Mstep: Class 2 contains 25407 members 
Entering Unmasked Estep 
Score: -18573956.000000 Penalty: 5937.221191
	Iteration 39Q: 3 clusters Score -1.857396e+07 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133806 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -18574162.000000 Penalty: 5937.221191
	Iteration 40F: 3 clusters Score -1.857416e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134957 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -18574368.000000 Penalty: 5937.221191
	Iteration 41Q: 3 clusters Score -1.857437e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136016 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -18574642.000000 Penalty: 5937.221191
	Iteration 42Q: 3 clusters Score -1.857464e+07 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136970 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -18574900.000000 Penalty: 5937.221191
	Iteration 43Q: 3 clusters Score -1.85749e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137860 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -18574998.000000 Penalty: 5937.221191
	Iteration 44Q: 3 clusters Score -1.8575e+07 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138699 members 
Mstep: Class 2 contains 19278 members 
Entering Unmasked Estep 
Score: -18575166.000000 Penalty: 5937.221191
	Iteration 45Q: 3 clusters Score -1.857517e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139497 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -18575280.000000 Penalty: 5937.221191
	Iteration 46Q: 3 clusters Score -1.857528e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140198 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -18575386.000000 Penalty: 5937.221191
	Iteration 47Q: 3 clusters Score -1.857539e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140867 members 
Mstep: Class 2 contains 17110 members 
Entering Unmasked Estep 
Score: -18575544.000000 Penalty: 5937.221191
	Iteration 48Q: 3 clusters Score -1.857554e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141475 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -18575634.000000 Penalty: 5937.221191
	Iteration 49Q: 3 clusters Score -1.857563e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142018 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -18575638.000000 Penalty: 5937.221191
	Iteration 50Q: 3 clusters Score -1.857564e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142536 members 
Mstep: Class 2 contains 15441 members 
Entering Unmasked Estep 
Score: -18575672.000000 Penalty: 5937.221191
	Iteration 51Q: 3 clusters Score -1.857567e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143015 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -18575704.000000 Penalty: 5937.221191
	Iteration 52Q: 3 clusters Score -1.85757e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143456 members 
Mstep: Class 2 contains 14521 members 
Entering Unmasked Estep 
Score: -18575774.000000 Penalty: 5937.221191
	Iteration 53Q: 3 clusters Score -1.857577e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143864 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -18575872.000000 Penalty: 5937.221191
	Iteration 54Q: 3 clusters Score -1.857587e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144230 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -18575892.000000 Penalty: 5937.221191
	Iteration 55Q: 3 clusters Score -1.857589e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144559 members 
Mstep: Class 2 contains 13418 members 
Entering Unmasked Estep 
Score: -18575990.000000 Penalty: 5937.221191
	Iteration 56Q: 3 clusters Score -1.857599e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144848 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -18576018.000000 Penalty: 5937.221191
	Iteration 57Q: 3 clusters Score -1.857602e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145142 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -18576108.000000 Penalty: 5937.221191
	Iteration 58Q: 3 clusters Score -1.857611e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145447 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -18576122.000000 Penalty: 5937.221191
	Iteration 59Q: 3 clusters Score -1.857612e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145738 members 
Mstep: Class 2 contains 12239 members 
Entering Unmasked Estep 
Score: -18576118.000000 Penalty: 5937.221191
	Iteration 60F: 3 clusters Score -1.857612e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146015 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -18576156.000000 Penalty: 5937.221191
	Iteration 61Q: 3 clusters Score -1.857616e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146282 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -18576146.000000 Penalty: 5937.221191
	Iteration 62Q: 3 clusters Score -1.857615e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146527 members 
Mstep: Class 2 contains 11450 members 
Entering Unmasked Estep 
Score: -18576158.000000 Penalty: 5937.221191
	Iteration 63Q: 3 clusters Score -1.857616e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146760 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -18576134.000000 Penalty: 5937.221191
	Iteration 64Q: 3 clusters Score -1.857613e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146976 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -18576160.000000 Penalty: 5937.221191
	Iteration 65Q: 3 clusters Score -1.857616e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147194 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -18576164.000000 Penalty: 5937.221191
	Iteration 66Q: 3 clusters Score -1.857616e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147396 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -18576130.000000 Penalty: 5937.221191
	Iteration 67Q: 3 clusters Score -1.857613e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147605 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -18576138.000000 Penalty: 5937.221191
	Iteration 68Q: 3 clusters Score -1.857614e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147799 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -18576168.000000 Penalty: 5937.221191
	Iteration 69Q: 3 clusters Score -1.857617e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147985 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -18576220.000000 Penalty: 5937.221191
	Iteration 70Q: 3 clusters Score -1.857622e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148144 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -18576212.000000 Penalty: 5937.221191
	Iteration 71Q: 3 clusters Score -1.857621e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148298 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -18576226.000000 Penalty: 5937.221191
	Iteration 72Q: 3 clusters Score -1.857623e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148421 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -18576264.000000 Penalty: 5937.221191
	Iteration 73Q: 3 clusters Score -1.857626e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148549 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -18576250.000000 Penalty: 5937.221191
	Iteration 74Q: 3 clusters Score -1.857625e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148676 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -18576218.000000 Penalty: 5937.221191
	Iteration 75Q: 3 clusters Score -1.857622e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148803 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -18576226.000000 Penalty: 5937.221191
	Iteration 76Q: 3 clusters Score -1.857623e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148936 members 
Mstep: Class 2 contains 9041 members 
Entering Unmasked Estep 
Score: -18576242.000000 Penalty: 5937.221191
	Iteration 77Q: 3 clusters Score -1.857624e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149068 members 
Mstep: Class 2 contains 8909 members 
Entering Unmasked Estep 
Score: -18576276.000000 Penalty: 5937.221191
	Iteration 78Q: 3 clusters Score -1.857628e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149196 members 
Mstep: Class 2 contains 8781 members 
Entering Unmasked Estep 
Score: -18576258.000000 Penalty: 5937.221191
	Iteration 79Q: 3 clusters Score -1.857626e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149323 members 
Mstep: Class 2 contains 8654 members 
Entering Unmasked Estep 
Score: -18576284.000000 Penalty: 5937.221191
	Iteration 80F: 3 clusters Score -1.857628e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149465 members 
Mstep: Class 2 contains 8512 members 
Entering Unmasked Estep 
Score: -18576274.000000 Penalty: 5937.221191
	Iteration 81Q: 3 clusters Score -1.857627e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149581 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -18576286.000000 Penalty: 5937.221191
	Iteration 82Q: 3 clusters Score -1.857629e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149673 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -18576290.000000 Penalty: 5937.221191
	Iteration 83Q: 3 clusters Score -1.857629e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149766 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -18576334.000000 Penalty: 5937.221191
	Iteration 84Q: 3 clusters Score -1.857633e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149847 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -18576334.000000 Penalty: 5937.221191
	Iteration 85Q: 3 clusters Score -1.857633e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149930 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -18576284.000000 Penalty: 5937.221191
	Iteration 86Q: 3 clusters Score -1.857628e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150003 members 
Mstep: Class 2 contains 7974 members 
Entering Unmasked Estep 
Score: -18576278.000000 Penalty: 5937.221191
	Iteration 87Q: 3 clusters Score -1.857628e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150078 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -18576292.000000 Penalty: 5937.221191
	Iteration 88Q: 3 clusters Score -1.857629e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150141 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -18576278.000000 Penalty: 5937.221191
	Iteration 89Q: 3 clusters Score -1.857628e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150205 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -18576270.000000 Penalty: 5937.221191
	Iteration 90Q: 3 clusters Score -1.857627e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150266 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -18576254.000000 Penalty: 5937.221191
	Iteration 91Q: 3 clusters Score -1.857625e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150329 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -18576250.000000 Penalty: 5937.221191
	Iteration 92Q: 3 clusters Score -1.857625e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150396 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -18576238.000000 Penalty: 5937.221191
	Iteration 93Q: 3 clusters Score -1.857624e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 7521 members 
Entering Unmasked Estep 
Score: -18576246.000000 Penalty: 5937.221191
	Iteration 94Q: 3 clusters Score -1.857625e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150504 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -18576264.000000 Penalty: 5937.221191
	Iteration 95Q: 3 clusters Score -1.857626e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150543 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
Score: -18576220.000000 Penalty: 5937.221191
	Iteration 96Q: 3 clusters Score -1.857622e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150579 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -18576218.000000 Penalty: 5937.221191
	Iteration 97Q: 3 clusters Score -1.857622e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150614 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -18576226.000000 Penalty: 5937.221191
	Iteration 98Q: 3 clusters Score -1.857623e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150651 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -18576198.000000 Penalty: 5937.221191
	Iteration 99Q: 3 clusters Score -1.85762e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150694 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -18576232.000000 Penalty: 5937.221191
	Iteration 100F: 3 clusters Score -1.857623e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150727 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -18576228.000000 Penalty: 5937.221191
	Iteration 101Q: 3 clusters Score -1.857623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150769 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -18576216.000000 Penalty: 5937.221191
	Iteration 102Q: 3 clusters Score -1.857622e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150804 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -18576246.000000 Penalty: 5937.221191
	Iteration 103Q: 3 clusters Score -1.857625e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150845 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -18576220.000000 Penalty: 5937.221191
	Iteration 104Q: 3 clusters Score -1.857622e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150885 members 
Mstep: Class 2 contains 7092 members 
Entering Unmasked Estep 
Score: -18576200.000000 Penalty: 5937.221191
	Iteration 105Q: 3 clusters Score -1.85762e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150921 members 
Mstep: Class 2 contains 7056 members 
Entering Unmasked Estep 
Score: -18576212.000000 Penalty: 5937.221191
	Iteration 106Q: 3 clusters Score -1.857621e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150957 members 
Mstep: Class 2 contains 7020 members 
Entering Unmasked Estep 
Score: -18576220.000000 Penalty: 5937.221191
	Iteration 107Q: 3 clusters Score -1.857622e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150995 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -18576202.000000 Penalty: 5937.221191
	Iteration 108Q: 3 clusters Score -1.85762e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151035 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -18576210.000000 Penalty: 5937.221191
	Iteration 109Q: 3 clusters Score -1.857621e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151084 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -18576216.000000 Penalty: 5937.221191
	Iteration 110Q: 3 clusters Score -1.857622e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151127 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -18576226.000000 Penalty: 5937.221191
	Iteration 111Q: 3 clusters Score -1.857623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151182 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -18576208.000000 Penalty: 5937.221191
	Iteration 112Q: 3 clusters Score -1.857621e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151239 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -18576206.000000 Penalty: 5937.221191
	Iteration 113Q: 3 clusters Score -1.857621e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151299 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -18576206.000000 Penalty: 5937.221191
	Iteration 114Q: 3 clusters Score -1.857621e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151359 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -18576188.000000 Penalty: 5937.221191
	Iteration 115Q: 3 clusters Score -1.857619e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151396 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -18576184.000000 Penalty: 5937.221191
	Iteration 116Q: 3 clusters Score -1.857618e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151445 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -18576172.000000 Penalty: 5937.221191
	Iteration 117Q: 3 clusters Score -1.857617e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151497 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -18576194.000000 Penalty: 5937.221191
	Iteration 118Q: 3 clusters Score -1.857619e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151553 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -18576172.000000 Penalty: 5937.221191
	Iteration 119Q: 3 clusters Score -1.857617e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151601 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -18576170.000000 Penalty: 5937.221191
	Iteration 120F: 3 clusters Score -1.857617e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151657 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -18576180.000000 Penalty: 5937.221191
	Iteration 121Q: 3 clusters Score -1.857618e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151689 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -18576162.000000 Penalty: 5937.221191
	Iteration 122Q: 3 clusters Score -1.857616e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151717 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -18576152.000000 Penalty: 5937.221191
	Iteration 123Q: 3 clusters Score -1.857615e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151741 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -18576136.000000 Penalty: 5937.221191
	Iteration 124Q: 3 clusters Score -1.857614e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151766 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -18576144.000000 Penalty: 5937.221191
	Iteration 125Q: 3 clusters Score -1.857614e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151791 members 
Mstep: Class 2 contains 6186 members 
Entering Unmasked Estep 
Score: -18576160.000000 Penalty: 5937.221191
	Iteration 126Q: 3 clusters Score -1.857616e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151812 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -18576166.000000 Penalty: 5937.221191
	Iteration 127Q: 3 clusters Score -1.857617e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151835 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -18576154.000000 Penalty: 5937.221191
	Iteration 128Q: 3 clusters Score -1.857615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151862 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -18576122.000000 Penalty: 5937.221191
	Iteration 129Q: 3 clusters Score -1.857612e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151879 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -18576112.000000 Penalty: 5937.221191
	Iteration 130Q: 3 clusters Score -1.857611e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151891 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -18576114.000000 Penalty: 5937.221191
	Iteration 131Q: 3 clusters Score -1.857611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151905 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -18576112.000000 Penalty: 5937.221191
	Iteration 132Q: 3 clusters Score -1.857611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151925 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -18576128.000000 Penalty: 5937.221191
	Iteration 133Q: 3 clusters Score -1.857613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151947 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -18576128.000000 Penalty: 5937.221191
	Iteration 134Q: 3 clusters Score -1.857613e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151969 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -18576106.000000 Penalty: 5937.221191
	Iteration 135Q: 3 clusters Score -1.857611e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151999 members 
Mstep: Class 2 contains 5978 members 
Entering Unmasked Estep 
Score: -18576104.000000 Penalty: 5937.221191
	Iteration 136Q: 3 clusters Score -1.85761e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152020 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -18576100.000000 Penalty: 5937.221191
	Iteration 137Q: 3 clusters Score -1.85761e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152046 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -18576112.000000 Penalty: 5937.221191
	Iteration 138Q: 3 clusters Score -1.857611e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152078 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -18576100.000000 Penalty: 5937.221191
	Iteration 139Q: 3 clusters Score -1.85761e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152102 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -18576106.000000 Penalty: 5937.221191
	Iteration 140F: 3 clusters Score -1.857611e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152125 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -18576108.000000 Penalty: 5937.221191
	Iteration 141Q: 3 clusters Score -1.857611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152154 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -18576092.000000 Penalty: 5937.221191
	Iteration 142Q: 3 clusters Score -1.857609e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152180 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -18576086.000000 Penalty: 5937.221191
	Iteration 143Q: 3 clusters Score -1.857609e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152205 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -18576108.000000 Penalty: 5937.221191
	Iteration 144Q: 3 clusters Score -1.857611e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152231 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -18576104.000000 Penalty: 5937.221191
	Iteration 145Q: 3 clusters Score -1.85761e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152259 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -18576106.000000 Penalty: 5937.221191
	Iteration 146Q: 3 clusters Score -1.857611e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152288 members 
Mstep: Class 2 contains 5689 members 
Entering Unmasked Estep 
Score: -18576106.000000 Penalty: 5937.221191
	Iteration 147Q: 3 clusters Score -1.857611e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152312 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -18576092.000000 Penalty: 5937.221191
	Iteration 148Q: 3 clusters Score -1.857609e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152325 members 
Mstep: Class 2 contains 5652 members 
Entering Unmasked Estep 
Score: -18576122.000000 Penalty: 5937.221191
	Iteration 149Q: 3 clusters Score -1.857612e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152340 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -18576104.000000 Penalty: 5937.221191
	Iteration 150Q: 3 clusters Score -1.85761e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152346 members 
Mstep: Class 2 contains 5631 members 
Entering Unmasked Estep 
Score: -18576090.000000 Penalty: 5937.221191
	Iteration 151Q: 3 clusters Score -1.857609e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152358 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -18576100.000000 Penalty: 5937.221191
	Iteration 152Q: 3 clusters Score -1.85761e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152374 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -18576112.000000 Penalty: 5937.221191
	Iteration 153Q: 3 clusters Score -1.857611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152391 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -18576112.000000 Penalty: 5937.221191
	Iteration 154Q: 3 clusters Score -1.857611e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152406 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -18576104.000000 Penalty: 5937.221191
	Iteration 155Q: 3 clusters Score -1.85761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152416 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -18576108.000000 Penalty: 5937.221191
	Iteration 156Q: 3 clusters Score -1.857611e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152427 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -18576114.000000 Penalty: 5937.221191
	Iteration 157Q: 3 clusters Score -1.857611e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152437 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -18576112.000000 Penalty: 5937.221191
	Iteration 158Q: 3 clusters Score -1.857611e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152451 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -18576126.000000 Penalty: 5937.221191
	Iteration 159Q: 3 clusters Score -1.857613e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152467 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -18576136.000000 Penalty: 5937.221191
	Iteration 160F: 3 clusters Score -1.857614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152481 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -18576134.000000 Penalty: 5937.221191
	Iteration 161Q: 3 clusters Score -1.857613e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152488 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -18576148.000000 Penalty: 5937.221191
	Iteration 162Q: 3 clusters Score -1.857615e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152497 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -18576136.000000 Penalty: 5937.221191
	Iteration 163Q: 3 clusters Score -1.857614e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152504 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -18576146.000000 Penalty: 5937.221191
	Iteration 164Q: 3 clusters Score -1.857615e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152515 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -18576126.000000 Penalty: 5937.221191
	Iteration 165Q: 3 clusters Score -1.857613e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152525 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -18576124.000000 Penalty: 5937.221191
	Iteration 166Q: 3 clusters Score -1.857612e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152537 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -18576118.000000 Penalty: 5937.221191
	Iteration 167Q: 3 clusters Score -1.857612e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152550 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -18576114.000000 Penalty: 5937.221191
	Iteration 168Q: 3 clusters Score -1.857611e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152557 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -18576098.000000 Penalty: 5937.221191
	Iteration 169Q: 3 clusters Score -1.85761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152559 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -18576102.000000 Penalty: 5937.221191
	Iteration 170Q: 3 clusters Score -1.85761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152562 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -18576104.000000 Penalty: 5937.221191
	Iteration 171Q: 3 clusters Score -1.85761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152564 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -18576102.000000 Penalty: 5937.221191
	Iteration 172Q: 3 clusters Score -1.85761e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152566 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -18576096.000000 Penalty: 5937.221191
	Iteration 173Q: 3 clusters Score -1.85761e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152566 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -18576096.000000 Penalty: 5937.221191
	Iteration 174F: 3 clusters Score -1.85761e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Entering Unmasked Estep 
Score: -1777191.625000 Penalty: 2397.417480
	Iteration 0F: 2 clusters Score -1777192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1765889.500000 Penalty: 4794.834961
	Iteration 0F: 3 clusters Score -1765890 nChanged 6736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 8329 members 
Entering Unmasked Estep 
Score: -1769416.375000 Penalty: 4794.834961
	Iteration 1F: 3 clusters Score -1769416 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 8554 members 
Entering Unmasked Estep 
Score: -1769774.250000 Penalty: 4794.834961
	Iteration 2F: 3 clusters Score -1769774 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1770050.500000 Penalty: 4794.834961
	Iteration 3Q: 3 clusters Score -1770050 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1770346.750000 Penalty: 4794.834961
	Iteration 4Q: 3 clusters Score -1770347 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -1770657.375000 Penalty: 4794.834961
	Iteration 5Q: 3 clusters Score -1770657 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 10229 members 
Entering Unmasked Estep 
Score: -1771016.750000 Penalty: 4794.834961
	Iteration 6Q: 3 clusters Score -1771017 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -1771435.500000 Penalty: 4794.834961
	Iteration 7Q: 3 clusters Score -1771436 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -1771957.250000 Penalty: 4794.834961
	Iteration 8F: 3 clusters Score -1771957 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 12400 members 
Entering Unmasked Estep 
Score: -1772524.750000 Penalty: 4794.834961
	Iteration 9F: 3 clusters Score -1772525 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 13168 members 
Entering Unmasked Estep 
Score: -1773133.750000 Penalty: 4794.834961
	Iteration 10F: 3 clusters Score -1773134 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 13856 members 
Entering Unmasked Estep 
Score: -1773717.875000 Penalty: 4794.834961
	Iteration 11Q: 3 clusters Score -1773718 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1774165.875000 Penalty: 4794.834961
	Iteration 12Q: 3 clusters Score -1774166 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -1774510.625000 Penalty: 4794.834961
	Iteration 13Q: 3 clusters Score -1774511 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 15019 members 
Entering Unmasked Estep 
Score: -1774728.750000 Penalty: 4794.834961
	Iteration 14Q: 3 clusters Score -1774729 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1774860.500000 Penalty: 4794.834961
	Iteration 15Q: 3 clusters Score -1774860 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -1774955.500000 Penalty: 4794.834961
	Iteration 16Q: 3 clusters Score -1774956 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -1775018.250000 Penalty: 4794.834961
	Iteration 17Q: 3 clusters Score -1775018 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -1775056.500000 Penalty: 4794.834961
	Iteration 18Q: 3 clusters Score -1775056 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -1775086.500000 Penalty: 4794.834961
	Iteration 19Q: 3 clusters Score -1775086 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 15376 members 
Entering Unmasked Estep 
Score: -1775112.875000 Penalty: 4794.834961
	Iteration 20F: 3 clusters Score -1775113 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -1775128.500000 Penalty: 4794.834961
	Iteration 21Q: 3 clusters Score -1775128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -1775140.375000 Penalty: 4794.834961
	Iteration 22Q: 3 clusters Score -1775140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -1775149.000000 Penalty: 4794.834961
	Iteration 23Q: 3 clusters Score -1775149 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 15411 members 
Entering Unmasked Estep 
Score: -1775153.000000 Penalty: 4794.834961
	Iteration 24Q: 3 clusters Score -1775153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15415 members 
Entering Unmasked Estep 
Score: -1775157.625000 Penalty: 4794.834961
	Iteration 25Q: 3 clusters Score -1775158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -1775163.375000 Penalty: 4794.834961
	Iteration 26Q: 3 clusters Score -1775163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -1775173.375000 Penalty: 4794.834961
	Iteration 27Q: 3 clusters Score -1775173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -1775181.500000 Penalty: 4794.834961
	Iteration 28Q: 3 clusters Score -1775182 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1775184.625000 Penalty: 4794.834961
	Iteration 29Q: 3 clusters Score -1775185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -1775184.625000 Penalty: 4794.834961
	Iteration 30F: 3 clusters Score -1775185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Entering Unmasked Estep 
Score: -2213059.250000 Penalty: 2451.724365
	Iteration 0F: 2 clusters Score -2213059 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -2199177.250000 Penalty: 4903.448730
	Iteration 0F: 3 clusters Score -2199177 nChanged 8794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9808 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -2203912.250000 Penalty: 4903.448730
	Iteration 1F: 3 clusters Score -2203912 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 9808 members 
Entering Unmasked Estep 
Score: -2204263.000000 Penalty: 4903.448730
	Iteration 2F: 3 clusters Score -2204263 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9822 members 
Mstep: Class 2 contains 9831 members 
Entering Unmasked Estep 
Score: -2204575.000000 Penalty: 4903.448730
	Iteration 3Q: 3 clusters Score -2204575 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -2204813.000000 Penalty: 4903.448730
	Iteration 4Q: 3 clusters Score -2204813 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -2205027.000000 Penalty: 4903.448730
	Iteration 5Q: 3 clusters Score -2205027 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2205206.500000 Penalty: 4903.448730
	Iteration 6Q: 3 clusters Score -2205206 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9913 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -2205392.750000 Penalty: 4903.448730
	Iteration 7Q: 3 clusters Score -2205393 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9952 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2205597.750000 Penalty: 4903.448730
	Iteration 8Q: 3 clusters Score -2205598 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2205762.750000 Penalty: 4903.448730
	Iteration 9Q: 3 clusters Score -2205763 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2205953.500000 Penalty: 4903.448730
	Iteration 10Q: 3 clusters Score -2205954 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -2206169.750000 Penalty: 4903.448730
	Iteration 11Q: 3 clusters Score -2206170 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -2206400.250000 Penalty: 4903.448730
	Iteration 12Q: 3 clusters Score -2206400 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2206693.250000 Penalty: 4903.448730
	Iteration 13Q: 3 clusters Score -2206693 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -2207035.250000 Penalty: 4903.448730
	Iteration 14Q: 3 clusters Score -2207035 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2207378.750000 Penalty: 4903.448730
	Iteration 15Q: 3 clusters Score -2207379 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 9423 members 
Entering Unmasked Estep 
Score: -2207729.750000 Penalty: 4903.448730
	Iteration 16Q: 3 clusters Score -2207730 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10217 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -2208022.750000 Penalty: 4903.448730
	Iteration 17Q: 3 clusters Score -2208023 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2208256.500000 Penalty: 4903.448730
	Iteration 18Q: 3 clusters Score -2208256 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 9472 members 
Entering Unmasked Estep 
Score: -2208404.250000 Penalty: 4903.448730
	Iteration 19Q: 3 clusters Score -2208404 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 9500 members 
Entering Unmasked Estep 
Score: -2208510.500000 Penalty: 4903.448730
	Iteration 20F: 3 clusters Score -2208510 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10127 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -2208593.500000 Penalty: 4903.448730
	Iteration 21Q: 3 clusters Score -2208594 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2208663.250000 Penalty: 4903.448730
	Iteration 22Q: 3 clusters Score -2208663 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -2208730.250000 Penalty: 4903.448730
	Iteration 23Q: 3 clusters Score -2208730 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -2208789.250000 Penalty: 4903.448730
	Iteration 24Q: 3 clusters Score -2208789 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9799 members 
Mstep: Class 2 contains 9854 members 
Entering Unmasked Estep 
Score: -2208832.500000 Penalty: 4903.448730
	Iteration 25Q: 3 clusters Score -2208832 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2208881.500000 Penalty: 4903.448730
	Iteration 26Q: 3 clusters Score -2208882 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -2208937.250000 Penalty: 4903.448730
	Iteration 27Q: 3 clusters Score -2208937 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -2208988.500000 Penalty: 4903.448730
	Iteration 28Q: 3 clusters Score -2208988 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -2209044.750000 Penalty: 4903.448730
	Iteration 29Q: 3 clusters Score -2209045 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2209095.500000 Penalty: 4903.448730
	Iteration 30Q: 3 clusters Score -2209096 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2209149.500000 Penalty: 4903.448730
	Iteration 31Q: 3 clusters Score -2209150 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2209207.500000 Penalty: 4903.448730
	Iteration 32Q: 3 clusters Score -2209208 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8659 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -2209269.750000 Penalty: 4903.448730
	Iteration 33Q: 3 clusters Score -2209270 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -2209313.750000 Penalty: 4903.448730
	Iteration 34Q: 3 clusters Score -2209314 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -2209354.500000 Penalty: 4903.448730
	Iteration 35Q: 3 clusters Score -2209354 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 11460 members 
Entering Unmasked Estep 
Score: -2209402.500000 Penalty: 4903.448730
	Iteration 36Q: 3 clusters Score -2209402 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 11618 members 
Entering Unmasked Estep 
Score: -2209434.500000 Penalty: 4903.448730
	Iteration 37Q: 3 clusters Score -2209434 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 11780 members 
Entering Unmasked Estep 
Score: -2209484.000000 Penalty: 4903.448730
	Iteration 38Q: 3 clusters Score -2209484 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -2209529.500000 Penalty: 4903.448730
	Iteration 39Q: 3 clusters Score -2209530 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -2209569.750000 Penalty: 4903.448730
	Iteration 40F: 3 clusters Score -2209570 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -2209617.000000 Penalty: 4903.448730
	Iteration 41Q: 3 clusters Score -2209617 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 12394 members 
Entering Unmasked Estep 
Score: -2209651.500000 Penalty: 4903.448730
	Iteration 42Q: 3 clusters Score -2209652 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 12524 members 
Entering Unmasked Estep 
Score: -2209686.500000 Penalty: 4903.448730
	Iteration 43Q: 3 clusters Score -2209686 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 12672 members 
Entering Unmasked Estep 
Score: -2209733.750000 Penalty: 4903.448730
	Iteration 44Q: 3 clusters Score -2209734 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2209761.500000 Penalty: 4903.448730
	Iteration 45Q: 3 clusters Score -2209762 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 12897 members 
Entering Unmasked Estep 
Score: -2209794.750000 Penalty: 4903.448730
	Iteration 46Q: 3 clusters Score -2209795 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -2209816.000000 Penalty: 4903.448730
	Iteration 47Q: 3 clusters Score -2209816 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6524 members 
Mstep: Class 2 contains 13129 members 
Entering Unmasked Estep 
Score: -2209855.750000 Penalty: 4903.448730
	Iteration 48Q: 3 clusters Score -2209856 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6399 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -2209882.750000 Penalty: 4903.448730
	Iteration 49Q: 3 clusters Score -2209883 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 13390 members 
Entering Unmasked Estep 
Score: -2209913.500000 Penalty: 4903.448730
	Iteration 50Q: 3 clusters Score -2209914 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -2209939.250000 Penalty: 4903.448730
	Iteration 51Q: 3 clusters Score -2209939 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -2209968.000000 Penalty: 4903.448730
	Iteration 52Q: 3 clusters Score -2209968 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2209995.250000 Penalty: 4903.448730
	Iteration 53Q: 3 clusters Score -2209995 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 13886 members 
Entering Unmasked Estep 
Score: -2210019.750000 Penalty: 4903.448730
	Iteration 54Q: 3 clusters Score -2210020 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -2210047.250000 Penalty: 4903.448730
	Iteration 55Q: 3 clusters Score -2210047 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 14095 members 
Entering Unmasked Estep 
Score: -2210066.250000 Penalty: 4903.448730
	Iteration 56Q: 3 clusters Score -2210066 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2210095.250000 Penalty: 4903.448730
	Iteration 57Q: 3 clusters Score -2210095 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 14300 members 
Entering Unmasked Estep 
Score: -2210119.750000 Penalty: 4903.448730
	Iteration 58Q: 3 clusters Score -2210120 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -2210144.250000 Penalty: 4903.448730
	Iteration 59Q: 3 clusters Score -2210144 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -2210171.750000 Penalty: 4903.448730
	Iteration 60F: 3 clusters Score -2210172 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2210190.750000 Penalty: 4903.448730
	Iteration 61Q: 3 clusters Score -2210191 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 14726 members 
Entering Unmasked Estep 
Score: -2210219.500000 Penalty: 4903.448730
	Iteration 62Q: 3 clusters Score -2210220 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 14816 members 
Entering Unmasked Estep 
Score: -2210238.000000 Penalty: 4903.448730
	Iteration 63Q: 3 clusters Score -2210238 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4744 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -2210258.500000 Penalty: 4903.448730
	Iteration 64Q: 3 clusters Score -2210258 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4649 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -2210285.000000 Penalty: 4903.448730
	Iteration 65Q: 3 clusters Score -2210285 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 15103 members 
Entering Unmasked Estep 
Score: -2210310.250000 Penalty: 4903.448730
	Iteration 66Q: 3 clusters Score -2210310 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -2210331.250000 Penalty: 4903.448730
	Iteration 67Q: 3 clusters Score -2210331 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -2210363.000000 Penalty: 4903.448730
	Iteration 68Q: 3 clusters Score -2210363 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 15393 members 
Entering Unmasked Estep 
Score: -2210391.500000 Penalty: 4903.448730
	Iteration 69Q: 3 clusters Score -2210392 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -2210419.500000 Penalty: 4903.448730
	Iteration 70Q: 3 clusters Score -2210420 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 15603 members 
Entering Unmasked Estep 
Score: -2210450.500000 Penalty: 4903.448730
	Iteration 71Q: 3 clusters Score -2210450 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -2210484.250000 Penalty: 4903.448730
	Iteration 72Q: 3 clusters Score -2210484 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 15798 members 
Entering Unmasked Estep 
Score: -2210523.000000 Penalty: 4903.448730
	Iteration 73Q: 3 clusters Score -2210523 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -2210549.000000 Penalty: 4903.448730
	Iteration 74Q: 3 clusters Score -2210549 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2210568.250000 Penalty: 4903.448730
	Iteration 75Q: 3 clusters Score -2210568 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 16019 members 
Entering Unmasked Estep 
Score: -2210579.250000 Penalty: 4903.448730
	Iteration 76Q: 3 clusters Score -2210579 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -2210599.750000 Penalty: 4903.448730
	Iteration 77Q: 3 clusters Score -2210600 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 16147 members 
Entering Unmasked Estep 
Score: -2210615.500000 Penalty: 4903.448730
	Iteration 78Q: 3 clusters Score -2210616 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -2210635.500000 Penalty: 4903.448730
	Iteration 79Q: 3 clusters Score -2210636 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -2210658.500000 Penalty: 4903.448730
	Iteration 80F: 3 clusters Score -2210658 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2210666.000000 Penalty: 4903.448730
	Iteration 81Q: 3 clusters Score -2210666 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -2210688.750000 Penalty: 4903.448730
	Iteration 82Q: 3 clusters Score -2210689 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -2210698.000000 Penalty: 4903.448730
	Iteration 83Q: 3 clusters Score -2210698 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -2210711.000000 Penalty: 4903.448730
	Iteration 84Q: 3 clusters Score -2210711 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -2210721.500000 Penalty: 4903.448730
	Iteration 85Q: 3 clusters Score -2210722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 16581 members 
Entering Unmasked Estep 
Score: -2210730.500000 Penalty: 4903.448730
	Iteration 86Q: 3 clusters Score -2210730 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2210740.750000 Penalty: 4903.448730
	Iteration 87Q: 3 clusters Score -2210741 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -2210743.000000 Penalty: 4903.448730
	Iteration 88Q: 3 clusters Score -2210743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -2210744.750000 Penalty: 4903.448730
	Iteration 89Q: 3 clusters Score -2210745 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -2210749.250000 Penalty: 4903.448730
	Iteration 90Q: 3 clusters Score -2210749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 16697 members 
Entering Unmasked Estep 
Score: -2210754.750000 Penalty: 4903.448730
	Iteration 91Q: 3 clusters Score -2210755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -2210752.250000 Penalty: 4903.448730
	Iteration 92Q: 3 clusters Score -2210752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2210761.500000 Penalty: 4903.448730
	Iteration 93Q: 3 clusters Score -2210762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -2210767.500000 Penalty: 4903.448730
	Iteration 94Q: 3 clusters Score -2210768 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -2210766.250000 Penalty: 4903.448730
	Iteration 95Q: 3 clusters Score -2210766 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2210771.750000 Penalty: 4903.448730
	Iteration 96Q: 3 clusters Score -2210772 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -2210773.250000 Penalty: 4903.448730
	Iteration 97Q: 3 clusters Score -2210773 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -2210774.000000 Penalty: 4903.448730
	Iteration 98Q: 3 clusters Score -2210774 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -2210776.500000 Penalty: 4903.448730
	Iteration 99Q: 3 clusters Score -2210776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -2210780.250000 Penalty: 4903.448730
	Iteration 100F: 3 clusters Score -2210780 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -2210784.000000 Penalty: 4903.448730
	Iteration 101Q: 3 clusters Score -2210784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 16841 members 
Entering Unmasked Estep 
Score: -2210779.500000 Penalty: 4903.448730
	Iteration 102Q: 3 clusters Score -2210780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2210783.250000 Penalty: 4903.448730
	Iteration 103Q: 3 clusters Score -2210783 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -2210782.500000 Penalty: 4903.448730
	Iteration 104Q: 3 clusters Score -2210782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -2210788.500000 Penalty: 4903.448730
	Iteration 105Q: 3 clusters Score -2210788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2210794.500000 Penalty: 4903.448730
	Iteration 106Q: 3 clusters Score -2210794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -2210792.750000 Penalty: 4903.448730
	Iteration 107Q: 3 clusters Score -2210793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -2210791.250000 Penalty: 4903.448730
	Iteration 108Q: 3 clusters Score -2210791 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2210795.750000 Penalty: 4903.448730
	Iteration 109Q: 3 clusters Score -2210796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -2210796.250000 Penalty: 4903.448730
	Iteration 110Q: 3 clusters Score -2210796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 16924 members 
Entering Unmasked Estep 
Score: -2210795.000000 Penalty: 4903.448730
	Iteration 111Q: 3 clusters Score -2210795 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2210800.250000 Penalty: 4903.448730
	Iteration 112Q: 3 clusters Score -2210800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -2210805.250000 Penalty: 4903.448730
	Iteration 113Q: 3 clusters Score -2210805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -2210809.000000 Penalty: 4903.448730
	Iteration 114Q: 3 clusters Score -2210809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 16961 members 
Entering Unmasked Estep 
Score: -2210814.000000 Penalty: 4903.448730
	Iteration 115Q: 3 clusters Score -2210814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -2210818.000000 Penalty: 4903.448730
	Iteration 116Q: 3 clusters Score -2210818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -2210815.000000 Penalty: 4903.448730
	Iteration 117Q: 3 clusters Score -2210815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -2210820.000000 Penalty: 4903.448730
	Iteration 118Q: 3 clusters Score -2210820 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -2210822.250000 Penalty: 4903.448730
	Iteration 119Q: 3 clusters Score -2210822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -2210819.000000 Penalty: 4903.448730
	Iteration 120F: 3 clusters Score -2210819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2210823.000000 Penalty: 4903.448730
	Iteration 121Q: 3 clusters Score -2210823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2210824.750000 Penalty: 4903.448730
	Iteration 122Q: 3 clusters Score -2210825 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2647 members 
Mstep: Class 2 contains 17006 members 
Entering Unmasked Estep 
Score: -2210824.750000 Penalty: 4903.448730
	Iteration 123F: 3 clusters Score -2210825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (162639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162639 members 
Entering Unmasked Estep 
Score: -19201004.000000 Penalty: 2975.823486
	Iteration 0F: 2 clusters Score -1.9201e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81194 members 
Mstep: Class 2 contains 81445 members 
Entering Unmasked Estep 
Score: -19092100.000000 Penalty: 5951.646973
	Iteration 0F: 3 clusters Score -1.90921e+07 nChanged 77727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81087 members 
Mstep: Class 2 contains 81552 members 
Entering Unmasked Estep 
Score: -19137634.000000 Penalty: 5951.646973
	Iteration 1F: 3 clusters Score -1.913763e+07 nChanged 5288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81131 members 
Mstep: Class 2 contains 81508 members 
Entering Unmasked Estep 
Score: -19139108.000000 Penalty: 5951.646973
	Iteration 2Q: 3 clusters Score -1.913911e+07 nChanged 5462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81313 members 
Mstep: Class 2 contains 81326 members 
Entering Unmasked Estep 
Score: -19140798.000000 Penalty: 5951.646973
	Iteration 3Q: 3 clusters Score -1.91408e+07 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81886 members 
Mstep: Class 2 contains 80753 members 
Entering Unmasked Estep 
Score: -19142748.000000 Penalty: 5951.646973
	Iteration 4Q: 3 clusters Score -1.914275e+07 nChanged 7095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82783 members 
Mstep: Class 2 contains 79856 members 
Entering Unmasked Estep 
Score: -19145658.000000 Penalty: 5951.646973
	Iteration 5Q: 3 clusters Score -1.914566e+07 nChanged 8131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84230 members 
Mstep: Class 2 contains 78409 members 
Entering Unmasked Estep 
Score: -19149446.000000 Penalty: 5951.646973
	Iteration 6Q: 3 clusters Score -1.914945e+07 nChanged 9087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -19154064.000000 Penalty: 5951.646973
	Iteration 7F: 3 clusters Score -1.915406e+07 nChanged 9423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88672 members 
Mstep: Class 2 contains 73967 members 
Entering Unmasked Estep 
Score: -19159384.000000 Penalty: 5951.646973
	Iteration 8F: 3 clusters Score -1.915938e+07 nChanged 9287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 71152 members 
Entering Unmasked Estep 
Score: -19165136.000000 Penalty: 5951.646973
	Iteration 9F: 3 clusters Score -1.916514e+07 nChanged 8653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94360 members 
Mstep: Class 2 contains 68279 members 
Entering Unmasked Estep 
Score: -19170978.000000 Penalty: 5951.646973
	Iteration 10F: 3 clusters Score -1.917098e+07 nChanged 7341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96895 members 
Mstep: Class 2 contains 65744 members 
Entering Unmasked Estep 
Score: -19175624.000000 Penalty: 5951.646973
	Iteration 11Q: 3 clusters Score -1.917562e+07 nChanged 5475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99274 members 
Mstep: Class 2 contains 63365 members 
Entering Unmasked Estep 
Score: -19178196.000000 Penalty: 5951.646973
	Iteration 12Q: 3 clusters Score -1.91782e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101592 members 
Mstep: Class 2 contains 61047 members 
Entering Unmasked Estep 
Score: -19179326.000000 Penalty: 5951.646973
	Iteration 13Q: 3 clusters Score -1.917933e+07 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103867 members 
Mstep: Class 2 contains 58772 members 
Entering Unmasked Estep 
Score: -19179958.000000 Penalty: 5951.646973
	Iteration 14Q: 3 clusters Score -1.917996e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106135 members 
Mstep: Class 2 contains 56504 members 
Entering Unmasked Estep 
Score: -19180478.000000 Penalty: 5951.646973
	Iteration 15Q: 3 clusters Score -1.918048e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108389 members 
Mstep: Class 2 contains 54250 members 
Entering Unmasked Estep 
Score: -19180990.000000 Penalty: 5951.646973
	Iteration 16Q: 3 clusters Score -1.918099e+07 nChanged 2336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110711 members 
Mstep: Class 2 contains 51928 members 
Entering Unmasked Estep 
Score: -19181614.000000 Penalty: 5951.646973
	Iteration 17Q: 3 clusters Score -1.918161e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113168 members 
Mstep: Class 2 contains 49471 members 
Entering Unmasked Estep 
Score: -19182256.000000 Penalty: 5951.646973
	Iteration 18Q: 3 clusters Score -1.918226e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115647 members 
Mstep: Class 2 contains 46992 members 
Entering Unmasked Estep 
Score: -19182894.000000 Penalty: 5951.646973
	Iteration 19Q: 3 clusters Score -1.918289e+07 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118211 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -19183588.000000 Penalty: 5951.646973
	Iteration 20F: 3 clusters Score -1.918359e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120769 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -19184370.000000 Penalty: 5951.646973
	Iteration 21Q: 3 clusters Score -1.918437e+07 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123328 members 
Mstep: Class 2 contains 39311 members 
Entering Unmasked Estep 
Score: -19185030.000000 Penalty: 5951.646973
	Iteration 22Q: 3 clusters Score -1.918503e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125965 members 
Mstep: Class 2 contains 36674 members 
Entering Unmasked Estep 
Score: -19185958.000000 Penalty: 5951.646973
	Iteration 23Q: 3 clusters Score -1.918596e+07 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128612 members 
Mstep: Class 2 contains 34027 members 
Entering Unmasked Estep 
Score: -19186860.000000 Penalty: 5951.646973
	Iteration 24Q: 3 clusters Score -1.918686e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131291 members 
Mstep: Class 2 contains 31348 members 
Entering Unmasked Estep 
Score: -19187680.000000 Penalty: 5951.646973
	Iteration 25Q: 3 clusters Score -1.918768e+07 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133949 members 
Mstep: Class 2 contains 28690 members 
Entering Unmasked Estep 
Score: -19188588.000000 Penalty: 5951.646973
	Iteration 26Q: 3 clusters Score -1.918859e+07 nChanged 2608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136557 members 
Mstep: Class 2 contains 26082 members 
Entering Unmasked Estep 
Score: -19189534.000000 Penalty: 5951.646973
	Iteration 27Q: 3 clusters Score -1.918953e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139104 members 
Mstep: Class 2 contains 23535 members 
Entering Unmasked Estep 
Score: -19190558.000000 Penalty: 5951.646973
	Iteration 28Q: 3 clusters Score -1.919056e+07 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141495 members 
Mstep: Class 2 contains 21144 members 
Entering Unmasked Estep 
Score: -19191518.000000 Penalty: 5951.646973
	Iteration 29Q: 3 clusters Score -1.919152e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143781 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -19192366.000000 Penalty: 5951.646973
	Iteration 30Q: 3 clusters Score -1.919237e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145931 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -19193284.000000 Penalty: 5951.646973
	Iteration 31Q: 3 clusters Score -1.919328e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147908 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -19194188.000000 Penalty: 5951.646973
	Iteration 32Q: 3 clusters Score -1.919419e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149678 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -19194938.000000 Penalty: 5951.646973
	Iteration 33Q: 3 clusters Score -1.919494e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151231 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -19195624.000000 Penalty: 5951.646973
	Iteration 34Q: 3 clusters Score -1.919562e+07 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152621 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -19196268.000000 Penalty: 5951.646973
	Iteration 35Q: 3 clusters Score -1.919627e+07 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153823 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -19196752.000000 Penalty: 5951.646973
	Iteration 36Q: 3 clusters Score -1.919675e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154899 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -19197224.000000 Penalty: 5951.646973
	Iteration 37Q: 3 clusters Score -1.919722e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155871 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -19197572.000000 Penalty: 5951.646973
	Iteration 38Q: 3 clusters Score -1.919757e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156647 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -19197902.000000 Penalty: 5951.646973
	Iteration 39Q: 3 clusters Score -1.91979e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157246 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -19198216.000000 Penalty: 5951.646973
	Iteration 40F: 3 clusters Score -1.919822e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157804 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -19198450.000000 Penalty: 5951.646973
	Iteration 41Q: 3 clusters Score -1.919845e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158245 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -19198644.000000 Penalty: 5951.646973
	Iteration 42Q: 3 clusters Score -1.919864e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158625 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -19198838.000000 Penalty: 5951.646973
	Iteration 43Q: 3 clusters Score -1.919884e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158916 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -19198992.000000 Penalty: 5951.646973
	Iteration 44Q: 3 clusters Score -1.919899e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159148 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -19199080.000000 Penalty: 5951.646973
	Iteration 45Q: 3 clusters Score -1.919908e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159340 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -19199162.000000 Penalty: 5951.646973
	Iteration 46Q: 3 clusters Score -1.919916e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159479 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -19199224.000000 Penalty: 5951.646973
	Iteration 47Q: 3 clusters Score -1.919922e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159597 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -19199270.000000 Penalty: 5951.646973
	Iteration 48Q: 3 clusters Score -1.919927e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159712 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -19199314.000000 Penalty: 5951.646973
	Iteration 49Q: 3 clusters Score -1.919931e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159816 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -19199376.000000 Penalty: 5951.646973
	Iteration 50Q: 3 clusters Score -1.919938e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159909 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -19199412.000000 Penalty: 5951.646973
	Iteration 51Q: 3 clusters Score -1.919941e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159986 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -19199510.000000 Penalty: 5951.646973
	Iteration 52Q: 3 clusters Score -1.919951e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160062 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -19199544.000000 Penalty: 5951.646973
	Iteration 53Q: 3 clusters Score -1.919954e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160103 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -19199584.000000 Penalty: 5951.646973
	Iteration 54Q: 3 clusters Score -1.919958e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160147 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -19199580.000000 Penalty: 5951.646973
	Iteration 55Q: 3 clusters Score -1.919958e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160175 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -19199602.000000 Penalty: 5951.646973
	Iteration 56Q: 3 clusters Score -1.91996e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160187 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19199604.000000 Penalty: 5951.646973
	Iteration 57Q: 3 clusters Score -1.91996e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160199 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19199616.000000 Penalty: 5951.646973
	Iteration 58Q: 3 clusters Score -1.919962e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160206 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -19199654.000000 Penalty: 5951.646973
	Iteration 59Q: 3 clusters Score -1.919965e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160212 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -19199696.000000 Penalty: 5951.646973
	Iteration 60F: 3 clusters Score -1.91997e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160208 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -19199692.000000 Penalty: 5951.646973
	Iteration 61Q: 3 clusters Score -1.919969e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160198 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -19199708.000000 Penalty: 5951.646973
	Iteration 62Q: 3 clusters Score -1.919971e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160200 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -19199736.000000 Penalty: 5951.646973
	Iteration 63Q: 3 clusters Score -1.919974e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160187 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19199764.000000 Penalty: 5951.646973
	Iteration 64Q: 3 clusters Score -1.919976e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160176 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -19199774.000000 Penalty: 5951.646973
	Iteration 65Q: 3 clusters Score -1.919977e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160169 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -19199784.000000 Penalty: 5951.646973
	Iteration 66Q: 3 clusters Score -1.919978e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160176 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -19199790.000000 Penalty: 5951.646973
	Iteration 67Q: 3 clusters Score -1.919979e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160187 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -19199804.000000 Penalty: 5951.646973
	Iteration 68Q: 3 clusters Score -1.91998e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160198 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -19199794.000000 Penalty: 5951.646973
	Iteration 69Q: 3 clusters Score -1.919979e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160203 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -19199812.000000 Penalty: 5951.646973
	Iteration 70Q: 3 clusters Score -1.919981e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160207 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -19199846.000000 Penalty: 5951.646973
	Iteration 71Q: 3 clusters Score -1.919985e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -19199862.000000 Penalty: 5951.646973
	Iteration 72Q: 3 clusters Score -1.919986e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160229 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -19199858.000000 Penalty: 5951.646973
	Iteration 73Q: 3 clusters Score -1.919986e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160238 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -19199880.000000 Penalty: 5951.646973
	Iteration 74Q: 3 clusters Score -1.919988e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160246 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -19199882.000000 Penalty: 5951.646973
	Iteration 75Q: 3 clusters Score -1.919988e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160254 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -19199880.000000 Penalty: 5951.646973
	Iteration 76Q: 3 clusters Score -1.919988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160255 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -19199896.000000 Penalty: 5951.646973
	Iteration 77Q: 3 clusters Score -1.91999e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160249 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -19199894.000000 Penalty: 5951.646973
	Iteration 78Q: 3 clusters Score -1.919989e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160245 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -19199904.000000 Penalty: 5951.646973
	Iteration 79Q: 3 clusters Score -1.91999e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160246 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -19199898.000000 Penalty: 5951.646973
	Iteration 80F: 3 clusters Score -1.91999e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160238 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -19199902.000000 Penalty: 5951.646973
	Iteration 81Q: 3 clusters Score -1.91999e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160233 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -19199878.000000 Penalty: 5951.646973
	Iteration 82Q: 3 clusters Score -1.919988e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160230 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -19199886.000000 Penalty: 5951.646973
	Iteration 83Q: 3 clusters Score -1.919989e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160226 members 
Mstep: Class 2 contains 2413 members 
Entering Unmasked Estep 
Score: -19199904.000000 Penalty: 5951.646973
	Iteration 84Q: 3 clusters Score -1.91999e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -19199902.000000 Penalty: 5951.646973
	Iteration 85Q: 3 clusters Score -1.91999e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160219 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -19199920.000000 Penalty: 5951.646973
	Iteration 86Q: 3 clusters Score -1.919992e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160221 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -19199930.000000 Penalty: 5951.646973
	Iteration 87Q: 3 clusters Score -1.919993e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160218 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -19199946.000000 Penalty: 5951.646973
	Iteration 88Q: 3 clusters Score -1.919995e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160212 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -19199944.000000 Penalty: 5951.646973
	Iteration 89Q: 3 clusters Score -1.919994e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160207 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -19199940.000000 Penalty: 5951.646973
	Iteration 90Q: 3 clusters Score -1.919994e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160191 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -19199940.000000 Penalty: 5951.646973
	Iteration 91Q: 3 clusters Score -1.919994e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160181 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -19199922.000000 Penalty: 5951.646973
	Iteration 92Q: 3 clusters Score -1.919992e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160179 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -19199946.000000 Penalty: 5951.646973
	Iteration 93Q: 3 clusters Score -1.919995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160174 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -19199944.000000 Penalty: 5951.646973
	Iteration 94Q: 3 clusters Score -1.919994e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160183 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -19199958.000000 Penalty: 5951.646973
	Iteration 95Q: 3 clusters Score -1.919996e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160178 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -19199950.000000 Penalty: 5951.646973
	Iteration 96Q: 3 clusters Score -1.919995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160171 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -19199954.000000 Penalty: 5951.646973
	Iteration 97Q: 3 clusters Score -1.919995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160172 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -19199948.000000 Penalty: 5951.646973
	Iteration 98Q: 3 clusters Score -1.919995e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160171 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -19199936.000000 Penalty: 5951.646973
	Iteration 99Q: 3 clusters Score -1.919994e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160175 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -19199940.000000 Penalty: 5951.646973
	Iteration 100F: 3 clusters Score -1.919994e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160172 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -19199948.000000 Penalty: 5951.646973
	Iteration 101Q: 3 clusters Score -1.919995e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160167 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -19199954.000000 Penalty: 5951.646973
	Iteration 102Q: 3 clusters Score -1.919995e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160167 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -19199960.000000 Penalty: 5951.646973
	Iteration 103Q: 3 clusters Score -1.919996e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160174 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -19199972.000000 Penalty: 5951.646973
	Iteration 104Q: 3 clusters Score -1.919997e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160177 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -19199972.000000 Penalty: 5951.646973
	Iteration 105Q: 3 clusters Score -1.919997e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160185 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -19199992.000000 Penalty: 5951.646973
	Iteration 106Q: 3 clusters Score -1.919999e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160190 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -19199994.000000 Penalty: 5951.646973
	Iteration 107Q: 3 clusters Score -1.919999e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160197 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -19199992.000000 Penalty: 5951.646973
	Iteration 108Q: 3 clusters Score -1.919999e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160201 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -19199996.000000 Penalty: 5951.646973
	Iteration 109Q: 3 clusters Score -1.92e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160201 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -19200006.000000 Penalty: 5951.646973
	Iteration 110Q: 3 clusters Score -1.920001e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160198 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -19200004.000000 Penalty: 5951.646973
	Iteration 111Q: 3 clusters Score -1.92e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160199 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -19200014.000000 Penalty: 5951.646973
	Iteration 112Q: 3 clusters Score -1.920001e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160202 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -19200000.000000 Penalty: 5951.646973
	Iteration 113Q: 3 clusters Score -1.92e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160203 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -19200000.000000 Penalty: 5951.646973
	Iteration 114Q: 3 clusters Score -1.92e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160203 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -19200006.000000 Penalty: 5951.646973
	Iteration 115Q: 3 clusters Score -1.920001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160205 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -19200004.000000 Penalty: 5951.646973
	Iteration 116Q: 3 clusters Score -1.92e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160203 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -19200000.000000 Penalty: 5951.646973
	Iteration 117Q: 3 clusters Score -1.92e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160201 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -19200002.000000 Penalty: 5951.646973
	Iteration 118Q: 3 clusters Score -1.92e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160202 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -19199996.000000 Penalty: 5951.646973
	Iteration 119Q: 3 clusters Score -1.92e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160201 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -19199994.000000 Penalty: 5951.646973
	Iteration 120F: 3 clusters Score -1.919999e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Entering Unmasked Estep 
Score: -245446.000000 Penalty: 1897.477783
	Iteration 0F: 2 clusters Score -245446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -242752.546875 Penalty: 3794.955566
	Iteration 0F: 3 clusters Score -242752.5 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -243209.640625 Penalty: 3794.955566
	Iteration 1F: 3 clusters Score -243209.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -243298.062500 Penalty: 3794.955566
	Iteration 2F: 3 clusters Score -243298.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -243348.140625 Penalty: 3794.955566
	Iteration 3Q: 3 clusters Score -243348.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -243386.984375 Penalty: 3794.955566
	Iteration 4Q: 3 clusters Score -243387 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -243414.062500 Penalty: 3794.955566
	Iteration 5Q: 3 clusters Score -243414.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -243430.609375 Penalty: 3794.955566
	Iteration 6Q: 3 clusters Score -243430.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -243445.984375 Penalty: 3794.955566
	Iteration 7Q: 3 clusters Score -243446 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -243458.218750 Penalty: 3794.955566
	Iteration 8Q: 3 clusters Score -243458.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -243467.890625 Penalty: 3794.955566
	Iteration 9Q: 3 clusters Score -243467.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -243480.328125 Penalty: 3794.955566
	Iteration 10Q: 3 clusters Score -243480.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -243488.031250 Penalty: 3794.955566
	Iteration 11Q: 3 clusters Score -243488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -243499.359375 Penalty: 3794.955566
	Iteration 12Q: 3 clusters Score -243499.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243511.562500 Penalty: 3794.955566
	Iteration 13Q: 3 clusters Score -243511.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -243518.359375 Penalty: 3794.955566
	Iteration 14Q: 3 clusters Score -243518.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -243524.265625 Penalty: 3794.955566
	Iteration 15Q: 3 clusters Score -243524.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -243535.078125 Penalty: 3794.955566
	Iteration 16Q: 3 clusters Score -243535.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -243541.734375 Penalty: 3794.955566
	Iteration 17Q: 3 clusters Score -243541.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -243546.812500 Penalty: 3794.955566
	Iteration 18Q: 3 clusters Score -243546.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -243553.343750 Penalty: 3794.955566
	Iteration 19Q: 3 clusters Score -243553.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -243561.375000 Penalty: 3794.955566
	Iteration 20F: 3 clusters Score -243561.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -243566.312500 Penalty: 3794.955566
	Iteration 21Q: 3 clusters Score -243566.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -243568.500000 Penalty: 3794.955566
	Iteration 22Q: 3 clusters Score -243568.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -243568.187500 Penalty: 3794.955566
	Iteration 23Q: 3 clusters Score -243568.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -243568.187500 Penalty: 3794.955566
	Iteration 24F: 3 clusters Score -243568.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (187054 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187054 members 
Entering Unmasked Estep 
Score: -22179222.000000 Penalty: 3010.509766
	Iteration 0F: 2 clusters Score -2.217922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93337 members 
Mstep: Class 2 contains 93717 members 
Entering Unmasked Estep 
Score: -22055580.000000 Penalty: 6021.019531
	Iteration 0F: 3 clusters Score -2.205558e+07 nChanged 89789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92234 members 
Mstep: Class 2 contains 94820 members 
Entering Unmasked Estep 
Score: -22108388.000000 Penalty: 6021.019531
	Iteration 1F: 3 clusters Score -2.210839e+07 nChanged 5373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91001 members 
Mstep: Class 2 contains 96053 members 
Entering Unmasked Estep 
Score: -22109754.000000 Penalty: 6021.019531
	Iteration 2Q: 3 clusters Score -2.210975e+07 nChanged 5914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89101 members 
Mstep: Class 2 contains 97953 members 
Entering Unmasked Estep 
Score: -22111652.000000 Penalty: 6021.019531
	Iteration 3Q: 3 clusters Score -2.211165e+07 nChanged 6994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 101157 members 
Entering Unmasked Estep 
Score: -22114306.000000 Penalty: 6021.019531
	Iteration 4Q: 3 clusters Score -2.211431e+07 nChanged 8403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81012 members 
Mstep: Class 2 contains 106042 members 
Entering Unmasked Estep 
Score: -22117832.000000 Penalty: 6021.019531
	Iteration 5Q: 3 clusters Score -2.211783e+07 nChanged 10189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74167 members 
Mstep: Class 2 contains 112887 members 
Entering Unmasked Estep 
Score: -22123662.000000 Penalty: 6021.019531
	Iteration 6F: 3 clusters Score -2.212366e+07 nChanged 12280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65337 members 
Mstep: Class 2 contains 121717 members 
Entering Unmasked Estep 
Score: -22132432.000000 Penalty: 6021.019531
	Iteration 7F: 3 clusters Score -2.213243e+07 nChanged 13264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55651 members 
Mstep: Class 2 contains 131403 members 
Entering Unmasked Estep 
Score: -22143682.000000 Penalty: 6021.019531
	Iteration 8F: 3 clusters Score -2.214368e+07 nChanged 12325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 139694 members 
Entering Unmasked Estep 
Score: -22154270.000000 Penalty: 6021.019531
	Iteration 9F: 3 clusters Score -2.215427e+07 nChanged 9239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41869 members 
Mstep: Class 2 contains 145185 members 
Entering Unmasked Estep 
Score: -22160870.000000 Penalty: 6021.019531
	Iteration 10Q: 3 clusters Score -2.216087e+07 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 149027 members 
Entering Unmasked Estep 
Score: -22164036.000000 Penalty: 6021.019531
	Iteration 11Q: 3 clusters Score -2.216404e+07 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 152366 members 
Entering Unmasked Estep 
Score: -22165940.000000 Penalty: 6021.019531
	Iteration 12Q: 3 clusters Score -2.216594e+07 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 155413 members 
Entering Unmasked Estep 
Score: -22167484.000000 Penalty: 6021.019531
	Iteration 13Q: 3 clusters Score -2.216748e+07 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 158250 members 
Entering Unmasked Estep 
Score: -22168688.000000 Penalty: 6021.019531
	Iteration 14Q: 3 clusters Score -2.216869e+07 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26139 members 
Mstep: Class 2 contains 160915 members 
Entering Unmasked Estep 
Score: -22169796.000000 Penalty: 6021.019531
	Iteration 15Q: 3 clusters Score -2.21698e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23591 members 
Mstep: Class 2 contains 163463 members 
Entering Unmasked Estep 
Score: -22170704.000000 Penalty: 6021.019531
	Iteration 16Q: 3 clusters Score -2.21707e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21283 members 
Mstep: Class 2 contains 165771 members 
Entering Unmasked Estep 
Score: -22171622.000000 Penalty: 6021.019531
	Iteration 17Q: 3 clusters Score -2.217162e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19258 members 
Mstep: Class 2 contains 167796 members 
Entering Unmasked Estep 
Score: -22172314.000000 Penalty: 6021.019531
	Iteration 18Q: 3 clusters Score -2.217231e+07 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 169649 members 
Entering Unmasked Estep 
Score: -22172942.000000 Penalty: 6021.019531
	Iteration 19Q: 3 clusters Score -2.217294e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 171372 members 
Entering Unmasked Estep 
Score: -22173412.000000 Penalty: 6021.019531
	Iteration 20F: 3 clusters Score -2.217341e+07 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 172933 members 
Entering Unmasked Estep 
Score: -22173922.000000 Penalty: 6021.019531
	Iteration 21Q: 3 clusters Score -2.217392e+07 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12738 members 
Mstep: Class 2 contains 174316 members 
Entering Unmasked Estep 
Score: -22174238.000000 Penalty: 6021.019531
	Iteration 22Q: 3 clusters Score -2.217424e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 175611 members 
Entering Unmasked Estep 
Score: -22174526.000000 Penalty: 6021.019531
	Iteration 23Q: 3 clusters Score -2.217453e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10347 members 
Mstep: Class 2 contains 176707 members 
Entering Unmasked Estep 
Score: -22174784.000000 Penalty: 6021.019531
	Iteration 24Q: 3 clusters Score -2.217478e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 177676 members 
Entering Unmasked Estep 
Score: -22175022.000000 Penalty: 6021.019531
	Iteration 25Q: 3 clusters Score -2.217502e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 178555 members 
Entering Unmasked Estep 
Score: -22175196.000000 Penalty: 6021.019531
	Iteration 26Q: 3 clusters Score -2.21752e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7765 members 
Mstep: Class 2 contains 179289 members 
Entering Unmasked Estep 
Score: -22175426.000000 Penalty: 6021.019531
	Iteration 27Q: 3 clusters Score -2.217543e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 179966 members 
Entering Unmasked Estep 
Score: -22175602.000000 Penalty: 6021.019531
	Iteration 28Q: 3 clusters Score -2.21756e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 180596 members 
Entering Unmasked Estep 
Score: -22175798.000000 Penalty: 6021.019531
	Iteration 29Q: 3 clusters Score -2.21758e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 181184 members 
Entering Unmasked Estep 
Score: -22176010.000000 Penalty: 6021.019531
	Iteration 30Q: 3 clusters Score -2.217601e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 181681 members 
Entering Unmasked Estep 
Score: -22176148.000000 Penalty: 6021.019531
	Iteration 31Q: 3 clusters Score -2.217615e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 182110 members 
Entering Unmasked Estep 
Score: -22176306.000000 Penalty: 6021.019531
	Iteration 32Q: 3 clusters Score -2.217631e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 182476 members 
Entering Unmasked Estep 
Score: -22176354.000000 Penalty: 6021.019531
	Iteration 33Q: 3 clusters Score -2.217635e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 182791 members 
Entering Unmasked Estep 
Score: -22176380.000000 Penalty: 6021.019531
	Iteration 34Q: 3 clusters Score -2.217638e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 183049 members 
Entering Unmasked Estep 
Score: -22176432.000000 Penalty: 6021.019531
	Iteration 35Q: 3 clusters Score -2.217643e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 183307 members 
Entering Unmasked Estep 
Score: -22176430.000000 Penalty: 6021.019531
	Iteration 36Q: 3 clusters Score -2.217643e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3529 members 
Mstep: Class 2 contains 183525 members 
Entering Unmasked Estep 
Score: -22176476.000000 Penalty: 6021.019531
	Iteration 37Q: 3 clusters Score -2.217648e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 183697 members 
Entering Unmasked Estep 
Score: -22176532.000000 Penalty: 6021.019531
	Iteration 38Q: 3 clusters Score -2.217653e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 183839 members 
Entering Unmasked Estep 
Score: -22176562.000000 Penalty: 6021.019531
	Iteration 39Q: 3 clusters Score -2.217656e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 183974 members 
Entering Unmasked Estep 
Score: -22176654.000000 Penalty: 6021.019531
	Iteration 40F: 3 clusters Score -2.217665e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 184084 members 
Entering Unmasked Estep 
Score: -22176710.000000 Penalty: 6021.019531
	Iteration 41Q: 3 clusters Score -2.217671e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 184181 members 
Entering Unmasked Estep 
Score: -22176722.000000 Penalty: 6021.019531
	Iteration 42Q: 3 clusters Score -2.217672e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 184253 members 
Entering Unmasked Estep 
Score: -22176688.000000 Penalty: 6021.019531
	Iteration 43Q: 3 clusters Score -2.217669e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 184316 members 
Entering Unmasked Estep 
Score: -22176690.000000 Penalty: 6021.019531
	Iteration 44Q: 3 clusters Score -2.217669e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 184386 members 
Entering Unmasked Estep 
Score: -22176722.000000 Penalty: 6021.019531
	Iteration 45Q: 3 clusters Score -2.217672e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 184454 members 
Entering Unmasked Estep 
Score: -22176738.000000 Penalty: 6021.019531
	Iteration 46Q: 3 clusters Score -2.217674e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 184507 members 
Entering Unmasked Estep 
Score: -22176768.000000 Penalty: 6021.019531
	Iteration 47Q: 3 clusters Score -2.217677e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 184567 members 
Entering Unmasked Estep 
Score: -22176802.000000 Penalty: 6021.019531
	Iteration 48Q: 3 clusters Score -2.21768e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 184609 members 
Entering Unmasked Estep 
Score: -22176804.000000 Penalty: 6021.019531
	Iteration 49Q: 3 clusters Score -2.21768e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 184649 members 
Entering Unmasked Estep 
Score: -22176824.000000 Penalty: 6021.019531
	Iteration 50Q: 3 clusters Score -2.217682e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 184688 members 
Entering Unmasked Estep 
Score: -22176794.000000 Penalty: 6021.019531
	Iteration 51Q: 3 clusters Score -2.217679e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 184733 members 
Entering Unmasked Estep 
Score: -22176802.000000 Penalty: 6021.019531
	Iteration 52Q: 3 clusters Score -2.21768e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 184780 members 
Entering Unmasked Estep 
Score: -22176792.000000 Penalty: 6021.019531
	Iteration 53Q: 3 clusters Score -2.217679e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 184814 members 
Entering Unmasked Estep 
Score: -22176818.000000 Penalty: 6021.019531
	Iteration 54Q: 3 clusters Score -2.217682e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 184847 members 
Entering Unmasked Estep 
Score: -22176778.000000 Penalty: 6021.019531
	Iteration 55Q: 3 clusters Score -2.217678e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 184876 members 
Entering Unmasked Estep 
Score: -22176768.000000 Penalty: 6021.019531
	Iteration 56Q: 3 clusters Score -2.217677e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 184901 members 
Entering Unmasked Estep 
Score: -22176782.000000 Penalty: 6021.019531
	Iteration 57Q: 3 clusters Score -2.217678e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 184926 members 
Entering Unmasked Estep 
Score: -22176804.000000 Penalty: 6021.019531
	Iteration 58Q: 3 clusters Score -2.21768e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 184958 members 
Entering Unmasked Estep 
Score: -22176836.000000 Penalty: 6021.019531
	Iteration 59Q: 3 clusters Score -2.217684e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 184992 members 
Entering Unmasked Estep 
Score: -22176854.000000 Penalty: 6021.019531
	Iteration 60F: 3 clusters Score -2.217685e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 185014 members 
Entering Unmasked Estep 
Score: -22176840.000000 Penalty: 6021.019531
	Iteration 61Q: 3 clusters Score -2.217684e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 185039 members 
Entering Unmasked Estep 
Score: -22176870.000000 Penalty: 6021.019531
	Iteration 62Q: 3 clusters Score -2.217687e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 185063 members 
Entering Unmasked Estep 
Score: -22176876.000000 Penalty: 6021.019531
	Iteration 63Q: 3 clusters Score -2.217688e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 185082 members 
Entering Unmasked Estep 
Score: -22176886.000000 Penalty: 6021.019531
	Iteration 64Q: 3 clusters Score -2.217689e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 185101 members 
Entering Unmasked Estep 
Score: -22176882.000000 Penalty: 6021.019531
	Iteration 65Q: 3 clusters Score -2.217688e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 185113 members 
Entering Unmasked Estep 
Score: -22176882.000000 Penalty: 6021.019531
	Iteration 66Q: 3 clusters Score -2.217688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 185117 members 
Entering Unmasked Estep 
Score: -22176880.000000 Penalty: 6021.019531
	Iteration 67Q: 3 clusters Score -2.217688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 185125 members 
Entering Unmasked Estep 
Score: -22176888.000000 Penalty: 6021.019531
	Iteration 68Q: 3 clusters Score -2.217689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 185131 members 
Entering Unmasked Estep 
Score: -22176880.000000 Penalty: 6021.019531
	Iteration 69Q: 3 clusters Score -2.217688e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 185137 members 
Entering Unmasked Estep 
Score: -22176886.000000 Penalty: 6021.019531
	Iteration 70Q: 3 clusters Score -2.217689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 185141 members 
Entering Unmasked Estep 
Score: -22176898.000000 Penalty: 6021.019531
	Iteration 71Q: 3 clusters Score -2.21769e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 185150 members 
Entering Unmasked Estep 
Score: -22176912.000000 Penalty: 6021.019531
	Iteration 72Q: 3 clusters Score -2.217691e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 185156 members 
Entering Unmasked Estep 
Score: -22176896.000000 Penalty: 6021.019531
	Iteration 73Q: 3 clusters Score -2.21769e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 185162 members 
Entering Unmasked Estep 
Score: -22176918.000000 Penalty: 6021.019531
	Iteration 74Q: 3 clusters Score -2.217692e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 185167 members 
Entering Unmasked Estep 
Score: -22176902.000000 Penalty: 6021.019531
	Iteration 75Q: 3 clusters Score -2.21769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 185172 members 
Entering Unmasked Estep 
Score: -22176890.000000 Penalty: 6021.019531
	Iteration 76Q: 3 clusters Score -2.217689e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 185178 members 
Entering Unmasked Estep 
Score: -22176876.000000 Penalty: 6021.019531
	Iteration 77Q: 3 clusters Score -2.217688e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 185184 members 
Entering Unmasked Estep 
Score: -22176880.000000 Penalty: 6021.019531
	Iteration 78Q: 3 clusters Score -2.217688e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 185189 members 
Entering Unmasked Estep 
Score: -22176866.000000 Penalty: 6021.019531
	Iteration 79Q: 3 clusters Score -2.217687e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 185197 members 
Entering Unmasked Estep 
Score: -22176868.000000 Penalty: 6021.019531
	Iteration 80F: 3 clusters Score -2.217687e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 185204 members 
Entering Unmasked Estep 
Score: -22176876.000000 Penalty: 6021.019531
	Iteration 81Q: 3 clusters Score -2.217688e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 185215 members 
Entering Unmasked Estep 
Score: -22176882.000000 Penalty: 6021.019531
	Iteration 82Q: 3 clusters Score -2.217688e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 185230 members 
Entering Unmasked Estep 
Score: -22176896.000000 Penalty: 6021.019531
	Iteration 83Q: 3 clusters Score -2.21769e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 185238 members 
Entering Unmasked Estep 
Score: -22176898.000000 Penalty: 6021.019531
	Iteration 84Q: 3 clusters Score -2.21769e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 185243 members 
Entering Unmasked Estep 
Score: -22176900.000000 Penalty: 6021.019531
	Iteration 85Q: 3 clusters Score -2.21769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 185248 members 
Entering Unmasked Estep 
Score: -22176900.000000 Penalty: 6021.019531
	Iteration 86Q: 3 clusters Score -2.21769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 185251 members 
Entering Unmasked Estep 
Score: -22176906.000000 Penalty: 6021.019531
	Iteration 87Q: 3 clusters Score -2.217691e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 185255 members 
Entering Unmasked Estep 
Score: -22176902.000000 Penalty: 6021.019531
	Iteration 88Q: 3 clusters Score -2.21769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 185259 members 
Entering Unmasked Estep 
Score: -22176926.000000 Penalty: 6021.019531
	Iteration 89Q: 3 clusters Score -2.217693e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 185261 members 
Entering Unmasked Estep 
Score: -22176922.000000 Penalty: 6021.019531
	Iteration 90Q: 3 clusters Score -2.217692e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 185263 members 
Entering Unmasked Estep 
Score: -22176918.000000 Penalty: 6021.019531
	Iteration 91Q: 3 clusters Score -2.217692e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 185267 members 
Entering Unmasked Estep 
Score: -22176916.000000 Penalty: 6021.019531
	Iteration 92Q: 3 clusters Score -2.217692e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 185270 members 
Entering Unmasked Estep 
Score: -22176902.000000 Penalty: 6021.019531
	Iteration 93Q: 3 clusters Score -2.21769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 185274 members 
Entering Unmasked Estep 
Score: -22176900.000000 Penalty: 6021.019531
	Iteration 94Q: 3 clusters Score -2.21769e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 185278 members 
Entering Unmasked Estep 
Score: -22176900.000000 Penalty: 6021.019531
	Iteration 95Q: 3 clusters Score -2.21769e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 185285 members 
Entering Unmasked Estep 
Score: -22176902.000000 Penalty: 6021.019531
	Iteration 96Q: 3 clusters Score -2.21769e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 185288 members 
Entering Unmasked Estep 
Score: -22176914.000000 Penalty: 6021.019531
	Iteration 97Q: 3 clusters Score -2.217691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 185289 members 
Entering Unmasked Estep 
Score: -22176912.000000 Penalty: 6021.019531
	Iteration 98Q: 3 clusters Score -2.217691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 185291 members 
Entering Unmasked Estep 
Score: -22176906.000000 Penalty: 6021.019531
	Iteration 99Q: 3 clusters Score -2.217691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 185293 members 
Entering Unmasked Estep 
Score: -22176898.000000 Penalty: 6021.019531
	Iteration 100F: 3 clusters Score -2.21769e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 185296 members 
Entering Unmasked Estep 
Score: -22176908.000000 Penalty: 6021.019531
	Iteration 101Q: 3 clusters Score -2.217691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 185298 members 
Entering Unmasked Estep 
Score: -22176892.000000 Penalty: 6021.019531
	Iteration 102Q: 3 clusters Score -2.217689e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 185298 members 
Entering Unmasked Estep 
Score: -22176906.000000 Penalty: 6021.019531
	Iteration 103Q: 3 clusters Score -2.217691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 185297 members 
Entering Unmasked Estep 
Score: -22176910.000000 Penalty: 6021.019531
	Iteration 104Q: 3 clusters Score -2.217691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 185296 members 
Entering Unmasked Estep 
Score: -22176918.000000 Penalty: 6021.019531
	Iteration 105Q: 3 clusters Score -2.217692e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 185297 members 
Entering Unmasked Estep 
Score: -22176912.000000 Penalty: 6021.019531
	Iteration 106Q: 3 clusters Score -2.217691e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 185299 members 
Entering Unmasked Estep 
Score: -22176914.000000 Penalty: 6021.019531
	Iteration 107Q: 3 clusters Score -2.217691e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 185300 members 
Entering Unmasked Estep 
Score: -22176918.000000 Penalty: 6021.019531
	Iteration 108Q: 3 clusters Score -2.217692e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 185300 members 
Entering Unmasked Estep 
Score: -22176918.000000 Penalty: 6021.019531
	Iteration 109F: 3 clusters Score -2.217692e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26637 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26637 members 
Entering Unmasked Estep 
Score: -2918435.750000 Penalty: 2527.134033
	Iteration 0F: 2 clusters Score -2918436 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13247 members 
Entering Unmasked Estep 
Score: -2900121.500000 Penalty: 5054.268066
	Iteration 0F: 3 clusters Score -2900122 nChanged 11850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2907031.750000 Penalty: 5054.268066
	Iteration 1F: 3 clusters Score -2907032 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14160 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -2908074.750000 Penalty: 5054.268066
	Iteration 2F: 3 clusters Score -2908075 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 12057 members 
Entering Unmasked Estep 
Score: -2909294.250000 Penalty: 5054.268066
	Iteration 3F: 3 clusters Score -2909294 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14983 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2910426.000000 Penalty: 5054.268066
	Iteration 4F: 3 clusters Score -2910426 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -2911541.250000 Penalty: 5054.268066
	Iteration 5F: 3 clusters Score -2911541 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15532 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2912546.750000 Penalty: 5054.268066
	Iteration 6F: 3 clusters Score -2912547 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2913351.250000 Penalty: 5054.268066
	Iteration 7F: 3 clusters Score -2913351 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -2914032.000000 Penalty: 5054.268066
	Iteration 8Q: 3 clusters Score -2914032 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -2914655.250000 Penalty: 5054.268066
	Iteration 9Q: 3 clusters Score -2914655 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -2915125.500000 Penalty: 5054.268066
	Iteration 10Q: 3 clusters Score -2915126 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -2915400.500000 Penalty: 5054.268066
	Iteration 11Q: 3 clusters Score -2915400 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2915548.750000 Penalty: 5054.268066
	Iteration 12Q: 3 clusters Score -2915549 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 10352 members 
Entering Unmasked Estep 
Score: -2915645.500000 Penalty: 5054.268066
	Iteration 13Q: 3 clusters Score -2915646 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16265 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2915701.750000 Penalty: 5054.268066
	Iteration 14Q: 3 clusters Score -2915702 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16258 members 
Mstep: Class 2 contains 10379 members 
Entering Unmasked Estep 
Score: -2915728.000000 Penalty: 5054.268066
	Iteration 15Q: 3 clusters Score -2915728 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2915747.750000 Penalty: 5054.268066
	Iteration 16Q: 3 clusters Score -2915748 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2915772.750000 Penalty: 5054.268066
	Iteration 17Q: 3 clusters Score -2915773 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2915784.750000 Penalty: 5054.268066
	Iteration 18Q: 3 clusters Score -2915785 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -2915806.500000 Penalty: 5054.268066
	Iteration 19Q: 3 clusters Score -2915806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 10461 members 
Entering Unmasked Estep 
Score: -2915822.000000 Penalty: 5054.268066
	Iteration 20F: 3 clusters Score -2915822 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16171 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2915830.500000 Penalty: 5054.268066
	Iteration 21Q: 3 clusters Score -2915830 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16155 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -2915841.500000 Penalty: 5054.268066
	Iteration 22Q: 3 clusters Score -2915842 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16134 members 
Mstep: Class 2 contains 10503 members 
Entering Unmasked Estep 
Score: -2915860.750000 Penalty: 5054.268066
	Iteration 23Q: 3 clusters Score -2915861 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16132 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -2915859.000000 Penalty: 5054.268066
	Iteration 24Q: 3 clusters Score -2915859 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2915878.000000 Penalty: 5054.268066
	Iteration 25Q: 3 clusters Score -2915878 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 10544 members 
Entering Unmasked Estep 
Score: -2915881.500000 Penalty: 5054.268066
	Iteration 26Q: 3 clusters Score -2915882 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 10567 members 
Entering Unmasked Estep 
Score: -2915884.750000 Penalty: 5054.268066
	Iteration 27Q: 3 clusters Score -2915885 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -2915886.750000 Penalty: 5054.268066
	Iteration 28Q: 3 clusters Score -2915887 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2915888.750000 Penalty: 5054.268066
	Iteration 29Q: 3 clusters Score -2915889 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -2915892.250000 Penalty: 5054.268066
	Iteration 30Q: 3 clusters Score -2915892 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2915895.500000 Penalty: 5054.268066
	Iteration 31Q: 3 clusters Score -2915896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2915896.750000 Penalty: 5054.268066
	Iteration 32Q: 3 clusters Score -2915897 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 10583 members 
Entering Unmasked Estep 
Score: -2915902.250000 Penalty: 5054.268066
	Iteration 33Q: 3 clusters Score -2915902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16057 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2915891.500000 Penalty: 5054.268066
	Iteration 34Q: 3 clusters Score -2915892 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16058 members 
Mstep: Class 2 contains 10579 members 
Entering Unmasked Estep 
Score: -2915899.500000 Penalty: 5054.268066
	Iteration 35Q: 3 clusters Score -2915900 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16060 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -2915895.250000 Penalty: 5054.268066
	Iteration 36Q: 3 clusters Score -2915895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -2915899.000000 Penalty: 5054.268066
	Iteration 37Q: 3 clusters Score -2915899 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 10565 members 
Entering Unmasked Estep 
Score: -2915898.250000 Penalty: 5054.268066
	Iteration 38Q: 3 clusters Score -2915898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -2915899.000000 Penalty: 5054.268066
	Iteration 39Q: 3 clusters Score -2915899 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16076 members 
Mstep: Class 2 contains 10561 members 
Entering Unmasked Estep 
Score: -2915900.000000 Penalty: 5054.268066
	Iteration 40F: 3 clusters Score -2915900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 10560 members 
Entering Unmasked Estep 
Score: -2915900.250000 Penalty: 5054.268066
	Iteration 41Q: 3 clusters Score -2915900 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16078 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -2915897.750000 Penalty: 5054.268066
	Iteration 42Q: 3 clusters Score -2915898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 10557 members 
Entering Unmasked Estep 
Score: -2915900.250000 Penalty: 5054.268066
	Iteration 43Q: 3 clusters Score -2915900 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16082 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2915900.500000 Penalty: 5054.268066
	Iteration 44Q: 3 clusters Score -2915900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2915898.000000 Penalty: 5054.268066
	Iteration 45Q: 3 clusters Score -2915898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2915898.250000 Penalty: 5054.268066
	Iteration 46Q: 3 clusters Score -2915898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16083 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2915897.750000 Penalty: 5054.268066
	Iteration 47Q: 3 clusters Score -2915898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2915897.250000 Penalty: 5054.268066
	Iteration 48Q: 3 clusters Score -2915897 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2915897.250000 Penalty: 5054.268066
	Iteration 49F: 3 clusters Score -2915897 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Entering Unmasked Estep 
Score: -1612413.625000 Penalty: 2358.075439
	Iteration 0F: 2 clusters Score -1612414 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6702 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1602521.125000 Penalty: 4716.150879
	Iteration 0F: 3 clusters Score -1602521 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1605575.375000 Penalty: 4716.150879
	Iteration 1F: 3 clusters Score -1605575 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -1605880.000000 Penalty: 4716.150879
	Iteration 2F: 3 clusters Score -1605880 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -1606120.500000 Penalty: 4716.150879
	Iteration 3Q: 3 clusters Score -1606120 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -1606328.375000 Penalty: 4716.150879
	Iteration 4Q: 3 clusters Score -1606328 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1606515.125000 Penalty: 4716.150879
	Iteration 5Q: 3 clusters Score -1606515 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -1606710.250000 Penalty: 4716.150879
	Iteration 6Q: 3 clusters Score -1606710 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1606908.000000 Penalty: 4716.150879
	Iteration 7Q: 3 clusters Score -1606908 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5832 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -1607158.000000 Penalty: 4716.150879
	Iteration 8Q: 3 clusters Score -1607158 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -1607493.750000 Penalty: 4716.150879
	Iteration 9Q: 3 clusters Score -1607494 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1607941.500000 Penalty: 4716.150879
	Iteration 10Q: 3 clusters Score -1607942 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -1608548.000000 Penalty: 4716.150879
	Iteration 11F: 3 clusters Score -1608548 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -1609320.875000 Penalty: 4716.150879
	Iteration 12F: 3 clusters Score -1609321 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -1610028.250000 Penalty: 4716.150879
	Iteration 13F: 3 clusters Score -1610028 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 8523 members 
Entering Unmasked Estep 
Score: -1610413.250000 Penalty: 4716.150879
	Iteration 14Q: 3 clusters Score -1610413 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 8527 members 
Entering Unmasked Estep 
Score: -1610630.750000 Penalty: 4716.150879
	Iteration 15Q: 3 clusters Score -1610631 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -1610750.125000 Penalty: 4716.150879
	Iteration 16Q: 3 clusters Score -1610750 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -1610809.000000 Penalty: 4716.150879
	Iteration 17Q: 3 clusters Score -1610809 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -1610843.250000 Penalty: 4716.150879
	Iteration 18Q: 3 clusters Score -1610843 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1610874.000000 Penalty: 4716.150879
	Iteration 19Q: 3 clusters Score -1610874 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -1610904.875000 Penalty: 4716.150879
	Iteration 20F: 3 clusters Score -1610905 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -1610919.250000 Penalty: 4716.150879
	Iteration 21Q: 3 clusters Score -1610919 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -1610927.375000 Penalty: 4716.150879
	Iteration 22Q: 3 clusters Score -1610927 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -1610938.500000 Penalty: 4716.150879
	Iteration 23Q: 3 clusters Score -1610938 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1610946.500000 Penalty: 4716.150879
	Iteration 24Q: 3 clusters Score -1610946 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -1610947.250000 Penalty: 4716.150879
	Iteration 25Q: 3 clusters Score -1610947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1610949.250000 Penalty: 4716.150879
	Iteration 26Q: 3 clusters Score -1610949 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 8389 members 
Entering Unmasked Estep 
Score: -1610955.125000 Penalty: 4716.150879
	Iteration 27Q: 3 clusters Score -1610955 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 8396 members 
Entering Unmasked Estep 
Score: -1610958.125000 Penalty: 4716.150879
	Iteration 28Q: 3 clusters Score -1610958 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -1610957.500000 Penalty: 4716.150879
	Iteration 29Q: 3 clusters Score -1610958 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1610961.750000 Penalty: 4716.150879
	Iteration 30Q: 3 clusters Score -1610962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1610962.500000 Penalty: 4716.150879
	Iteration 31Q: 3 clusters Score -1610962 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1610960.750000 Penalty: 4716.150879
	Iteration 32Q: 3 clusters Score -1610961 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1610961.250000 Penalty: 4716.150879
	Iteration 33Q: 3 clusters Score -1610961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 8415 members 
Entering Unmasked Estep 
Score: -1610963.750000 Penalty: 4716.150879
	Iteration 34Q: 3 clusters Score -1610964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1610964.625000 Penalty: 4716.150879
	Iteration 35Q: 3 clusters Score -1610965 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5058 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1610964.625000 Penalty: 4716.150879
	Iteration 36F: 3 clusters Score -1610965 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Entering Unmasked Estep 
Score: -263882.812500 Penalty: 1942.339478
	Iteration 0F: 2 clusters Score -263882.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -260925.984375 Penalty: 3884.678955
	Iteration 0F: 3 clusters Score -260926 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -261494.531250 Penalty: 3884.678955
	Iteration 1F: 3 clusters Score -261494.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -261665.921875 Penalty: 3884.678955
	Iteration 2F: 3 clusters Score -261665.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -261783.546875 Penalty: 3884.678955
	Iteration 3Q: 3 clusters Score -261783.5 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -261870.921875 Penalty: 3884.678955
	Iteration 4Q: 3 clusters Score -261870.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -261946.531250 Penalty: 3884.678955
	Iteration 5Q: 3 clusters Score -261946.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -261992.343750 Penalty: 3884.678955
	Iteration 6Q: 3 clusters Score -261992.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -262032.906250 Penalty: 3884.678955
	Iteration 7Q: 3 clusters Score -262032.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -262066.609375 Penalty: 3884.678955
	Iteration 8Q: 3 clusters Score -262066.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -262098.531250 Penalty: 3884.678955
	Iteration 9Q: 3 clusters Score -262098.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -262121.500000 Penalty: 3884.678955
	Iteration 10Q: 3 clusters Score -262121.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -262148.375000 Penalty: 3884.678955
	Iteration 11Q: 3 clusters Score -262148.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -262178.812500 Penalty: 3884.678955
	Iteration 12Q: 3 clusters Score -262178.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -262210.468750 Penalty: 3884.678955
	Iteration 13Q: 3 clusters Score -262210.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -262228.218750 Penalty: 3884.678955
	Iteration 14Q: 3 clusters Score -262228.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -262243.156250 Penalty: 3884.678955
	Iteration 15Q: 3 clusters Score -262243.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -262256.406250 Penalty: 3884.678955
	Iteration 16Q: 3 clusters Score -262256.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -262271.625000 Penalty: 3884.678955
	Iteration 17Q: 3 clusters Score -262271.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -262282.375000 Penalty: 3884.678955
	Iteration 18Q: 3 clusters Score -262282.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -262289.687500 Penalty: 3884.678955
	Iteration 19Q: 3 clusters Score -262289.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -262294.562500 Penalty: 3884.678955
	Iteration 20F: 3 clusters Score -262294.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -262299.468750 Penalty: 3884.678955
	Iteration 21Q: 3 clusters Score -262299.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -262305.156250 Penalty: 3884.678955
	Iteration 22Q: 3 clusters Score -262305.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -262308.218750 Penalty: 3884.678955
	Iteration 23Q: 3 clusters Score -262308.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -262310.156250 Penalty: 3884.678955
	Iteration 24Q: 3 clusters Score -262310.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -262313.250000 Penalty: 3884.678955
	Iteration 25Q: 3 clusters Score -262313.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -262316.687500 Penalty: 3884.678955
	Iteration 26Q: 3 clusters Score -262316.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -262320.968750 Penalty: 3884.678955
	Iteration 27Q: 3 clusters Score -262321 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -262327.812500 Penalty: 3884.678955
	Iteration 28Q: 3 clusters Score -262327.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -262332.406250 Penalty: 3884.678955
	Iteration 29Q: 3 clusters Score -262332.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -262340.375000 Penalty: 3884.678955
	Iteration 30Q: 3 clusters Score -262340.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -262343.375000 Penalty: 3884.678955
	Iteration 31Q: 3 clusters Score -262343.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -262349.531250 Penalty: 3884.678955
	Iteration 32Q: 3 clusters Score -262349.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -262357.656250 Penalty: 3884.678955
	Iteration 33Q: 3 clusters Score -262357.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -262362.281250 Penalty: 3884.678955
	Iteration 34Q: 3 clusters Score -262362.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -262365.625000 Penalty: 3884.678955
	Iteration 35Q: 3 clusters Score -262365.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -262366.937500 Penalty: 3884.678955
	Iteration 36Q: 3 clusters Score -262366.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -262369.750000 Penalty: 3884.678955
	Iteration 37Q: 3 clusters Score -262369.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -262370.500000 Penalty: 3884.678955
	Iteration 38Q: 3 clusters Score -262370.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -262371.406250 Penalty: 3884.678955
	Iteration 39Q: 3 clusters Score -262371.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -262371.781250 Penalty: 3884.678955
	Iteration 40F: 3 clusters Score -262371.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -262373.031250 Penalty: 3884.678955
	Iteration 41Q: 3 clusters Score -262373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -262373.375000 Penalty: 3884.678955
	Iteration 42Q: 3 clusters Score -262373.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -262373.375000 Penalty: 3884.678955
	Iteration 43F: 3 clusters Score -262373.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Entering Unmasked Estep 
Score: -1083265.500000 Penalty: 2330.843262
	Iteration 0F: 2 clusters Score -1083266 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1074250.375000 Penalty: 4661.686523
	Iteration 0F: 3 clusters Score -1074250 nChanged 5121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1077119.875000 Penalty: 4661.686523
	Iteration 1F: 3 clusters Score -1077120 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1077636.625000 Penalty: 4661.686523
	Iteration 2F: 3 clusters Score -1077637 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1078081.875000 Penalty: 4661.686523
	Iteration 3F: 3 clusters Score -1078082 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -1078519.750000 Penalty: 4661.686523
	Iteration 4F: 3 clusters Score -1078520 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1079089.375000 Penalty: 4661.686523
	Iteration 5F: 3 clusters Score -1079089 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -1079679.250000 Penalty: 4661.686523
	Iteration 6F: 3 clusters Score -1079679 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 4922 members 
Entering Unmasked Estep 
Score: -1080201.250000 Penalty: 4661.686523
	Iteration 7F: 3 clusters Score -1080201 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7274 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -1080670.625000 Penalty: 4661.686523
	Iteration 8F: 3 clusters Score -1080671 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1081051.000000 Penalty: 4661.686523
	Iteration 9Q: 3 clusters Score -1081051 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -1081350.750000 Penalty: 4661.686523
	Iteration 10Q: 3 clusters Score -1081351 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -1081597.500000 Penalty: 4661.686523
	Iteration 11Q: 3 clusters Score -1081598 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -1081800.375000 Penalty: 4661.686523
	Iteration 12Q: 3 clusters Score -1081800 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -1081954.000000 Penalty: 4661.686523
	Iteration 13Q: 3 clusters Score -1081954 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1082055.375000 Penalty: 4661.686523
	Iteration 14Q: 3 clusters Score -1082055 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7894 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -1082128.500000 Penalty: 4661.686523
	Iteration 15Q: 3 clusters Score -1082128 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1082172.875000 Penalty: 4661.686523
	Iteration 16Q: 3 clusters Score -1082173 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1082213.875000 Penalty: 4661.686523
	Iteration 17Q: 3 clusters Score -1082214 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -1082248.625000 Penalty: 4661.686523
	Iteration 18Q: 3 clusters Score -1082249 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1082272.375000 Penalty: 4661.686523
	Iteration 19Q: 3 clusters Score -1082272 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1082285.625000 Penalty: 4661.686523
	Iteration 20F: 3 clusters Score -1082286 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8294 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -1082308.000000 Penalty: 4661.686523
	Iteration 21Q: 3 clusters Score -1082308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -1082329.250000 Penalty: 4661.686523
	Iteration 22Q: 3 clusters Score -1082329 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -1082347.875000 Penalty: 4661.686523
	Iteration 23Q: 3 clusters Score -1082348 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1082359.375000 Penalty: 4661.686523
	Iteration 24Q: 3 clusters Score -1082359 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1082373.875000 Penalty: 4661.686523
	Iteration 25Q: 3 clusters Score -1082374 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1082385.500000 Penalty: 4661.686523
	Iteration 26Q: 3 clusters Score -1082386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1082397.500000 Penalty: 4661.686523
	Iteration 27Q: 3 clusters Score -1082398 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1082413.625000 Penalty: 4661.686523
	Iteration 28Q: 3 clusters Score -1082414 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -1082429.625000 Penalty: 4661.686523
	Iteration 29Q: 3 clusters Score -1082430 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1082444.375000 Penalty: 4661.686523
	Iteration 30Q: 3 clusters Score -1082444 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1082451.250000 Penalty: 4661.686523
	Iteration 31Q: 3 clusters Score -1082451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1082460.000000 Penalty: 4661.686523
	Iteration 32Q: 3 clusters Score -1082460 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -1082467.375000 Penalty: 4661.686523
	Iteration 33Q: 3 clusters Score -1082467 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1082474.000000 Penalty: 4661.686523
	Iteration 34Q: 3 clusters Score -1082474 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -1082475.750000 Penalty: 4661.686523
	Iteration 35Q: 3 clusters Score -1082476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1082477.875000 Penalty: 4661.686523
	Iteration 36Q: 3 clusters Score -1082478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1082480.000000 Penalty: 4661.686523
	Iteration 37Q: 3 clusters Score -1082480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -1082483.000000 Penalty: 4661.686523
	Iteration 38Q: 3 clusters Score -1082483 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1082487.625000 Penalty: 4661.686523
	Iteration 39Q: 3 clusters Score -1082488 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -1082489.500000 Penalty: 4661.686523
	Iteration 40F: 3 clusters Score -1082490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1082490.875000 Penalty: 4661.686523
	Iteration 41Q: 3 clusters Score -1082491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -1082491.000000 Penalty: 4661.686523
	Iteration 42Q: 3 clusters Score -1082491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -1082493.375000 Penalty: 4661.686523
	Iteration 43Q: 3 clusters Score -1082493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8892 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -1082493.000000 Penalty: 4661.686523
	Iteration 44Q: 3 clusters Score -1082493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1082493.875000 Penalty: 4661.686523
	Iteration 45Q: 3 clusters Score -1082494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -1082492.500000 Penalty: 4661.686523
	Iteration 46Q: 3 clusters Score -1082492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -1082495.000000 Penalty: 4661.686523
	Iteration 47Q: 3 clusters Score -1082495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -1082494.875000 Penalty: 4661.686523
	Iteration 48Q: 3 clusters Score -1082495 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1082495.875000 Penalty: 4661.686523
	Iteration 49Q: 3 clusters Score -1082496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1082495.875000 Penalty: 4661.686523
	Iteration 50F: 3 clusters Score -1082496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Entering Unmasked Estep 
Score: -1145848.500000 Penalty: 2290.723389
	Iteration 0F: 2 clusters Score -1145848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1138124.125000 Penalty: 4581.446777
	Iteration 0F: 3 clusters Score -1138124 nChanged 4269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
Score: -1140617.375000 Penalty: 4581.446777
	Iteration 1F: 3 clusters Score -1140617 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -1141094.125000 Penalty: 4581.446777
	Iteration 2F: 3 clusters Score -1141094 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1141482.750000 Penalty: 4581.446777
	Iteration 3F: 3 clusters Score -1141483 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5355 members 
Mstep: Class 2 contains 4913 members 
Entering Unmasked Estep 
Score: -1141818.625000 Penalty: 4581.446777
	Iteration 4F: 3 clusters Score -1141819 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1142108.750000 Penalty: 4581.446777
	Iteration 5Q: 3 clusters Score -1142109 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1142376.000000 Penalty: 4581.446777
	Iteration 6Q: 3 clusters Score -1142376 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -1142614.250000 Penalty: 4581.446777
	Iteration 7Q: 3 clusters Score -1142614 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 5038 members 
Entering Unmasked Estep 
Score: -1142778.375000 Penalty: 4581.446777
	Iteration 8Q: 3 clusters Score -1142778 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -1142908.125000 Penalty: 4581.446777
	Iteration 9Q: 3 clusters Score -1142908 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1142994.375000 Penalty: 4581.446777
	Iteration 10Q: 3 clusters Score -1142994 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1143059.250000 Penalty: 4581.446777
	Iteration 11Q: 3 clusters Score -1143059 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1143107.000000 Penalty: 4581.446777
	Iteration 12Q: 3 clusters Score -1143107 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5186 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1143143.500000 Penalty: 4581.446777
	Iteration 13Q: 3 clusters Score -1143144 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -1143173.125000 Penalty: 4581.446777
	Iteration 14Q: 3 clusters Score -1143173 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1143200.875000 Penalty: 4581.446777
	Iteration 15Q: 3 clusters Score -1143201 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1143220.250000 Penalty: 4581.446777
	Iteration 16Q: 3 clusters Score -1143220 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1143249.250000 Penalty: 4581.446777
	Iteration 17Q: 3 clusters Score -1143249 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1143263.250000 Penalty: 4581.446777
	Iteration 18Q: 3 clusters Score -1143263 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1143280.500000 Penalty: 4581.446777
	Iteration 19Q: 3 clusters Score -1143280 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1143293.625000 Penalty: 4581.446777
	Iteration 20F: 3 clusters Score -1143294 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1143302.250000 Penalty: 4581.446777
	Iteration 21Q: 3 clusters Score -1143302 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1143312.875000 Penalty: 4581.446777
	Iteration 22Q: 3 clusters Score -1143313 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1143332.625000 Penalty: 4581.446777
	Iteration 23Q: 3 clusters Score -1143333 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -1143359.500000 Penalty: 4581.446777
	Iteration 24Q: 3 clusters Score -1143360 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1143392.250000 Penalty: 4581.446777
	Iteration 25Q: 3 clusters Score -1143392 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -1143417.875000 Penalty: 4581.446777
	Iteration 26Q: 3 clusters Score -1143418 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1143454.875000 Penalty: 4581.446777
	Iteration 27Q: 3 clusters Score -1143455 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1143484.000000 Penalty: 4581.446777
	Iteration 28Q: 3 clusters Score -1143484 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 4889 members 
Entering Unmasked Estep 
Score: -1143512.750000 Penalty: 4581.446777
	Iteration 29Q: 3 clusters Score -1143513 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -1143541.250000 Penalty: 4581.446777
	Iteration 30Q: 3 clusters Score -1143541 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -1143556.875000 Penalty: 4581.446777
	Iteration 31Q: 3 clusters Score -1143557 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -1143571.875000 Penalty: 4581.446777
	Iteration 32Q: 3 clusters Score -1143572 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1143578.000000 Penalty: 4581.446777
	Iteration 33Q: 3 clusters Score -1143578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -1143584.000000 Penalty: 4581.446777
	Iteration 34Q: 3 clusters Score -1143584 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1143587.125000 Penalty: 4581.446777
	Iteration 35Q: 3 clusters Score -1143587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1143590.500000 Penalty: 4581.446777
	Iteration 36Q: 3 clusters Score -1143590 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1143594.875000 Penalty: 4581.446777
	Iteration 37Q: 3 clusters Score -1143595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 4711 members 
Entering Unmasked Estep 
Score: -1143597.000000 Penalty: 4581.446777
	Iteration 38Q: 3 clusters Score -1143597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1143601.000000 Penalty: 4581.446777
	Iteration 39Q: 3 clusters Score -1143601 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1143601.625000 Penalty: 4581.446777
	Iteration 40F: 3 clusters Score -1143602 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1143602.125000 Penalty: 4581.446777
	Iteration 41Q: 3 clusters Score -1143602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5605 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -1143604.250000 Penalty: 4581.446777
	Iteration 42Q: 3 clusters Score -1143604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1143604.875000 Penalty: 4581.446777
	Iteration 43Q: 3 clusters Score -1143605 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1143610.250000 Penalty: 4581.446777
	Iteration 44Q: 3 clusters Score -1143610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1143612.500000 Penalty: 4581.446777
	Iteration 45Q: 3 clusters Score -1143612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1143613.125000 Penalty: 4581.446777
	Iteration 46Q: 3 clusters Score -1143613 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1143611.750000 Penalty: 4581.446777
	Iteration 47Q: 3 clusters Score -1143612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1143612.875000 Penalty: 4581.446777
	Iteration 48Q: 3 clusters Score -1143613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1143612.750000 Penalty: 4581.446777
	Iteration 49Q: 3 clusters Score -1143613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1143611.250000 Penalty: 4581.446777
	Iteration 50Q: 3 clusters Score -1143611 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1143611.250000 Penalty: 4581.446777
	Iteration 51F: 3 clusters Score -1143611 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (219491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219491 members 
Entering Unmasked Estep 
Score: -25822906.000000 Penalty: 3050.168457
	Iteration 0F: 2 clusters Score -2.582291e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109540 members 
Mstep: Class 2 contains 109951 members 
Entering Unmasked Estep 
Score: -25681070.000000 Penalty: 6100.336914
	Iteration 0F: 3 clusters Score -2.568107e+07 nChanged 105717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105555 members 
Mstep: Class 2 contains 113936 members 
Entering Unmasked Estep 
Score: -25742648.000000 Penalty: 6100.336914
	Iteration 1F: 3 clusters Score -2.574265e+07 nChanged 6479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103278 members 
Mstep: Class 2 contains 116213 members 
Entering Unmasked Estep 
Score: -25744120.000000 Penalty: 6100.336914
	Iteration 2Q: 3 clusters Score -2.574412e+07 nChanged 6890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99878 members 
Mstep: Class 2 contains 119613 members 
Entering Unmasked Estep 
Score: -25746012.000000 Penalty: 6100.336914
	Iteration 3Q: 3 clusters Score -2.574601e+07 nChanged 8168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94500 members 
Mstep: Class 2 contains 124991 members 
Entering Unmasked Estep 
Score: -25748742.000000 Penalty: 6100.336914
	Iteration 4Q: 3 clusters Score -2.574874e+07 nChanged 10196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86244 members 
Mstep: Class 2 contains 133247 members 
Entering Unmasked Estep 
Score: -25753002.000000 Penalty: 6100.336914
	Iteration 5Q: 3 clusters Score -2.5753e+07 nChanged 13436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74062 members 
Mstep: Class 2 contains 145429 members 
Entering Unmasked Estep 
Score: -25761046.000000 Penalty: 6100.336914
	Iteration 6F: 3 clusters Score -2.576105e+07 nChanged 17150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57572 members 
Mstep: Class 2 contains 161919 members 
Entering Unmasked Estep 
Score: -25774142.000000 Penalty: 6100.336914
	Iteration 7F: 3 clusters Score -2.577414e+07 nChanged 19170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38700 members 
Mstep: Class 2 contains 180791 members 
Entering Unmasked Estep 
Score: -25790398.000000 Penalty: 6100.336914
	Iteration 8F: 3 clusters Score -2.57904e+07 nChanged 16474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 197143 members 
Entering Unmasked Estep 
Score: -25804804.000000 Penalty: 6100.336914
	Iteration 9F: 3 clusters Score -2.58048e+07 nChanged 10198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 207285 members 
Entering Unmasked Estep 
Score: -25813576.000000 Penalty: 6100.336914
	Iteration 10Q: 3 clusters Score -2.581358e+07 nChanged 4907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 212138 members 
Entering Unmasked Estep 
Score: -25817438.000000 Penalty: 6100.336914
	Iteration 11Q: 3 clusters Score -2.581744e+07 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 214436 members 
Entering Unmasked Estep 
Score: -25818998.000000 Penalty: 6100.336914
	Iteration 12Q: 3 clusters Score -2.5819e+07 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 215690 members 
Entering Unmasked Estep 
Score: -25819706.000000 Penalty: 6100.336914
	Iteration 13Q: 3 clusters Score -2.581971e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 216396 members 
Entering Unmasked Estep 
Score: -25820080.000000 Penalty: 6100.336914
	Iteration 14Q: 3 clusters Score -2.582008e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 216872 members 
Entering Unmasked Estep 
Score: -25820428.000000 Penalty: 6100.336914
	Iteration 15Q: 3 clusters Score -2.582043e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 217190 members 
Entering Unmasked Estep 
Score: -25820584.000000 Penalty: 6100.336914
	Iteration 16Q: 3 clusters Score -2.582058e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 217452 members 
Entering Unmasked Estep 
Score: -25820708.000000 Penalty: 6100.336914
	Iteration 17Q: 3 clusters Score -2.582071e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 217633 members 
Entering Unmasked Estep 
Score: -25820754.000000 Penalty: 6100.336914
	Iteration 18Q: 3 clusters Score -2.582075e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 217752 members 
Entering Unmasked Estep 
Score: -25820818.000000 Penalty: 6100.336914
	Iteration 19Q: 3 clusters Score -2.582082e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 217851 members 
Entering Unmasked Estep 
Score: -25820854.000000 Penalty: 6100.336914
	Iteration 20F: 3 clusters Score -2.582085e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 217933 members 
Entering Unmasked Estep 
Score: -25820906.000000 Penalty: 6100.336914
	Iteration 21Q: 3 clusters Score -2.582091e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 217994 members 
Entering Unmasked Estep 
Score: -25820956.000000 Penalty: 6100.336914
	Iteration 22Q: 3 clusters Score -2.582096e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 218036 members 
Entering Unmasked Estep 
Score: -25820924.000000 Penalty: 6100.336914
	Iteration 23Q: 3 clusters Score -2.582092e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 218078 members 
Entering Unmasked Estep 
Score: -25820976.000000 Penalty: 6100.336914
	Iteration 24Q: 3 clusters Score -2.582098e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 218128 members 
Entering Unmasked Estep 
Score: -25820960.000000 Penalty: 6100.336914
	Iteration 25Q: 3 clusters Score -2.582096e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 218172 members 
Entering Unmasked Estep 
Score: -25821018.000000 Penalty: 6100.336914
	Iteration 26Q: 3 clusters Score -2.582102e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 218196 members 
Entering Unmasked Estep 
Score: -25821036.000000 Penalty: 6100.336914
	Iteration 27Q: 3 clusters Score -2.582104e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 218208 members 
Entering Unmasked Estep 
Score: -25821110.000000 Penalty: 6100.336914
	Iteration 28Q: 3 clusters Score -2.582111e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 218215 members 
Entering Unmasked Estep 
Score: -25821110.000000 Penalty: 6100.336914
	Iteration 29Q: 3 clusters Score -2.582111e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 218234 members 
Entering Unmasked Estep 
Score: -25821142.000000 Penalty: 6100.336914
	Iteration 30Q: 3 clusters Score -2.582114e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 218241 members 
Entering Unmasked Estep 
Score: -25821172.000000 Penalty: 6100.336914
	Iteration 31Q: 3 clusters Score -2.582117e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 218257 members 
Entering Unmasked Estep 
Score: -25821192.000000 Penalty: 6100.336914
	Iteration 32Q: 3 clusters Score -2.582119e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 218266 members 
Entering Unmasked Estep 
Score: -25821198.000000 Penalty: 6100.336914
	Iteration 33Q: 3 clusters Score -2.58212e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 218273 members 
Entering Unmasked Estep 
Score: -25821194.000000 Penalty: 6100.336914
	Iteration 34Q: 3 clusters Score -2.582119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 218274 members 
Entering Unmasked Estep 
Score: -25821210.000000 Penalty: 6100.336914
	Iteration 35Q: 3 clusters Score -2.582121e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 218274 members 
Entering Unmasked Estep 
Score: -25821236.000000 Penalty: 6100.336914
	Iteration 36Q: 3 clusters Score -2.582124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 218275 members 
Entering Unmasked Estep 
Score: -25821238.000000 Penalty: 6100.336914
	Iteration 37Q: 3 clusters Score -2.582124e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 218273 members 
Entering Unmasked Estep 
Score: -25821242.000000 Penalty: 6100.336914
	Iteration 38Q: 3 clusters Score -2.582124e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 218267 members 
Entering Unmasked Estep 
Score: -25821254.000000 Penalty: 6100.336914
	Iteration 39Q: 3 clusters Score -2.582125e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 218261 members 
Entering Unmasked Estep 
Score: -25821262.000000 Penalty: 6100.336914
	Iteration 40F: 3 clusters Score -2.582126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 218259 members 
Entering Unmasked Estep 
Score: -25821264.000000 Penalty: 6100.336914
	Iteration 41Q: 3 clusters Score -2.582126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 218259 members 
Entering Unmasked Estep 
Score: -25821258.000000 Penalty: 6100.336914
	Iteration 42Q: 3 clusters Score -2.582126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 218259 members 
Entering Unmasked Estep 
Score: -25821274.000000 Penalty: 6100.336914
	Iteration 43Q: 3 clusters Score -2.582127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 218257 members 
Entering Unmasked Estep 
Score: -25821270.000000 Penalty: 6100.336914
	Iteration 44Q: 3 clusters Score -2.582127e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 218256 members 
Entering Unmasked Estep 
Score: -25821270.000000 Penalty: 6100.336914
	Iteration 45Q: 3 clusters Score -2.582127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 218249 members 
Entering Unmasked Estep 
Score: -25821264.000000 Penalty: 6100.336914
	Iteration 46Q: 3 clusters Score -2.582126e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 218243 members 
Entering Unmasked Estep 
Score: -25821274.000000 Penalty: 6100.336914
	Iteration 47Q: 3 clusters Score -2.582127e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 218239 members 
Entering Unmasked Estep 
Score: -25821258.000000 Penalty: 6100.336914
	Iteration 48Q: 3 clusters Score -2.582126e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 218240 members 
Entering Unmasked Estep 
Score: -25821256.000000 Penalty: 6100.336914
	Iteration 49Q: 3 clusters Score -2.582126e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 218242 members 
Entering Unmasked Estep 
Score: -25821260.000000 Penalty: 6100.336914
	Iteration 50Q: 3 clusters Score -2.582126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 218243 members 
Entering Unmasked Estep 
Score: -25821252.000000 Penalty: 6100.336914
	Iteration 51Q: 3 clusters Score -2.582125e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 218242 members 
Entering Unmasked Estep 
Score: -25821254.000000 Penalty: 6100.336914
	Iteration 52Q: 3 clusters Score -2.582125e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 218242 members 
Entering Unmasked Estep 
Score: -25821254.000000 Penalty: 6100.336914
	Iteration 53F: 3 clusters Score -2.582125e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2546 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Entering Unmasked Estep 
Score: -197630.859375 Penalty: 1944.885132
	Iteration 0F: 2 clusters Score -197630.9 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 1303 members 
Entering Unmasked Estep 
Score: -194747.640625 Penalty: 3889.770264
	Iteration 0F: 3 clusters Score -194747.6 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -195616.437500 Penalty: 3889.770264
	Iteration 1F: 3 clusters Score -195616.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -196305.953125 Penalty: 3889.770264
	Iteration 2F: 3 clusters Score -196306 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -197158.171875 Penalty: 3889.770264
	Iteration 3F: 3 clusters Score -197158.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -197662.250000 Penalty: 3889.770264
	Iteration 4F: 3 clusters Score -197662.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -197849.328125 Penalty: 3889.770264
	Iteration 5F: 3 clusters Score -197849.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -197914.250000 Penalty: 3889.770264
	Iteration 6Q: 3 clusters Score -197914.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -197937.734375 Penalty: 3889.770264
	Iteration 7Q: 3 clusters Score -197937.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -197950.312500 Penalty: 3889.770264
	Iteration 8Q: 3 clusters Score -197950.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -197964.078125 Penalty: 3889.770264
	Iteration 9Q: 3 clusters Score -197964.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -197986.031250 Penalty: 3889.770264
	Iteration 10Q: 3 clusters Score -197986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -198008.703125 Penalty: 3889.770264
	Iteration 11Q: 3 clusters Score -198008.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -198021.421875 Penalty: 3889.770264
	Iteration 12Q: 3 clusters Score -198021.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -198035.656250 Penalty: 3889.770264
	Iteration 13Q: 3 clusters Score -198035.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -198041.703125 Penalty: 3889.770264
	Iteration 14Q: 3 clusters Score -198041.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -198047.265625 Penalty: 3889.770264
	Iteration 15Q: 3 clusters Score -198047.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -198051.312500 Penalty: 3889.770264
	Iteration 16Q: 3 clusters Score -198051.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -198052.515625 Penalty: 3889.770264
	Iteration 17Q: 3 clusters Score -198052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -198052.515625 Penalty: 3889.770264
	Iteration 18F: 3 clusters Score -198052.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 179659 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 238730 members 
Mstep: Class 9 contains 89308 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 19566 members 
Mstep: Class 13 contains 157977 members 
Mstep: Class 14 contains 15788 members 
Mstep: Class 15 contains 19653 members 
Mstep: Class 16 contains 162639 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 187054 members 
Mstep: Class 19 contains 26637 members 
Mstep: Class 20 contains 13472 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 12071 members 
Mstep: Class 23 contains 10268 members 
Mstep: Class 24 contains 219491 members 
Mstep: Class 25 contains 1202 members 
Mstep: Class 26 contains 1344 members 
Entering Unmasked Estep 
Score: -161449232.000000 Penalty: 91337.375000
Splitting cluster 25 changes total score from -161450048.000000 to -161449232.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 179659 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 238730 members 
Mstep: Class 9 contains 89308 members 
Mstep: Class 10 contains 11359 members 
Mstep: Class 11 contains 8689 members 
Mstep: Class 12 contains 19566 members 
Mstep: Class 13 contains 157977 members 
Mstep: Class 14 contains 15788 members 
Mstep: Class 15 contains 19653 members 
Mstep: Class 16 contains 162639 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 187054 members 
Mstep: Class 19 contains 26637 members 
Mstep: Class 20 contains 13472 members 
Mstep: Class 21 contains 2520 members 
Mstep: Class 22 contains 12071 members 
Mstep: Class 23 contains 10268 members 
Mstep: Class 24 contains 219491 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449936.000000 Penalty: 87824.398438
Iteration 239Q: 26 clusters Score -1.614499e+08 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 179521 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 239159 members 
Mstep: Class 9 contains 89401 members 
Mstep: Class 10 contains 11358 members 
Mstep: Class 11 contains 8697 members 
Mstep: Class 12 contains 19570 members 
Mstep: Class 13 contains 157896 members 
Mstep: Class 14 contains 15784 members 
Mstep: Class 15 contains 19657 members 
Mstep: Class 16 contains 162500 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 186931 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 13459 members 
Mstep: Class 21 contains 2518 members 
Mstep: Class 22 contains 12072 members 
Mstep: Class 23 contains 10268 members 
Mstep: Class 24 contains 219454 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449968.000000 Penalty: 87824.398438
Iteration 240F: 26 clusters Score -1.6145e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 7968 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 179359 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 239597 members 
Mstep: Class 9 contains 89509 members 
Mstep: Class 10 contains 11357 members 
Mstep: Class 11 contains 8705 members 
Mstep: Class 12 contains 19573 members 
Mstep: Class 13 contains 157808 members 
Mstep: Class 14 contains 15777 members 
Mstep: Class 15 contains 19666 members 
Mstep: Class 16 contains 162373 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 186814 members 
Mstep: Class 19 contains 26642 members 
Mstep: Class 20 contains 13456 members 
Mstep: Class 21 contains 2516 members 
Mstep: Class 22 contains 12072 members 
Mstep: Class 23 contains 10270 members 
Mstep: Class 24 contains 219384 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450224.000000 Penalty: 87824.398438
Iteration 241Q: 26 clusters Score -1.614502e+08 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 7968 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 179166 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 240045 members 
Mstep: Class 9 contains 89593 members 
Mstep: Class 10 contains 11358 members 
Mstep: Class 11 contains 8714 members 
Mstep: Class 12 contains 19577 members 
Mstep: Class 13 contains 157742 members 
Mstep: Class 14 contains 15771 members 
Mstep: Class 15 contains 19672 members 
Mstep: Class 16 contains 162237 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 186706 members 
Mstep: Class 19 contains 26642 members 
Mstep: Class 20 contains 13452 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12074 members 
Mstep: Class 23 contains 10271 members 
Mstep: Class 24 contains 219344 members 
Mstep: Class 25 contains 2546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450672.000000 Penalty: 87824.398438
Iteration 242Q: 26 clusters Score -1.614507e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 178979 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 240505 members 
Mstep: Class 9 contains 89675 members 
Mstep: Class 10 contains 11355 members 
Mstep: Class 11 contains 8726 members 
Mstep: Class 12 contains 19585 members 
Mstep: Class 13 contains 157703 members 
Mstep: Class 14 contains 15766 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 162098 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 186566 members 
Mstep: Class 19 contains 26650 members 
Mstep: Class 20 contains 13451 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12075 members 
Mstep: Class 23 contains 10274 members 
Mstep: Class 24 contains 219288 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450896.000000 Penalty: 87824.398438
Iteration 243Q: 26 clusters Score -1.614509e+08 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 178798 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 240975 members 
Mstep: Class 9 contains 89766 members 
Mstep: Class 10 contains 11354 members 
Mstep: Class 11 contains 8738 members 
Mstep: Class 12 contains 19591 members 
Mstep: Class 13 contains 157634 members 
Mstep: Class 14 contains 15759 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 161957 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 186458 members 
Mstep: Class 19 contains 26647 members 
Mstep: Class 20 contains 13446 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12076 members 
Mstep: Class 23 contains 10275 members 
Mstep: Class 24 contains 219217 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450816.000000 Penalty: 87824.398438
Iteration 244Q: 26 clusters Score -1.614508e+08 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 178656 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 241441 members 
Mstep: Class 9 contains 89871 members 
Mstep: Class 10 contains 11350 members 
Mstep: Class 11 contains 8748 members 
Mstep: Class 12 contains 19595 members 
Mstep: Class 13 contains 157513 members 
Mstep: Class 14 contains 15756 members 
Mstep: Class 15 contains 19680 members 
Mstep: Class 16 contains 161845 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 186359 members 
Mstep: Class 19 contains 26647 members 
Mstep: Class 20 contains 13440 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12076 members 
Mstep: Class 23 contains 10274 members 
Mstep: Class 24 contains 219121 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450832.000000 Penalty: 87824.398438
Iteration 245Q: 26 clusters Score -1.614508e+08 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 178513 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 241921 members 
Mstep: Class 9 contains 89954 members 
Mstep: Class 10 contains 11347 members 
Mstep: Class 11 contains 8756 members 
Mstep: Class 12 contains 19599 members 
Mstep: Class 13 contains 157432 members 
Mstep: Class 14 contains 15754 members 
Mstep: Class 15 contains 19680 members 
Mstep: Class 16 contains 161722 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 186232 members 
Mstep: Class 19 contains 26642 members 
Mstep: Class 20 contains 13431 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12076 members 
Mstep: Class 23 contains 10274 members 
Mstep: Class 24 contains 219038 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451216.000000 Penalty: 87824.398438
Iteration 246Q: 26 clusters Score -1.614512e+08 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 178367 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 242415 members 
Mstep: Class 9 contains 90043 members 
Mstep: Class 10 contains 11344 members 
Mstep: Class 11 contains 8761 members 
Mstep: Class 12 contains 19603 members 
Mstep: Class 13 contains 157379 members 
Mstep: Class 14 contains 15752 members 
Mstep: Class 15 contains 19675 members 
Mstep: Class 16 contains 161571 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 186070 members 
Mstep: Class 19 contains 26640 members 
Mstep: Class 20 contains 13427 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12076 members 
Mstep: Class 23 contains 10275 members 
Mstep: Class 24 contains 218971 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451200.000000 Penalty: 87824.398438
Iteration 247Q: 26 clusters Score -1.614512e+08 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 178181 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 242923 members 
Mstep: Class 9 contains 90130 members 
Mstep: Class 10 contains 11343 members 
Mstep: Class 11 contains 8771 members 
Mstep: Class 12 contains 19601 members 
Mstep: Class 13 contains 157328 members 
Mstep: Class 14 contains 15752 members 
Mstep: Class 15 contains 19672 members 
Mstep: Class 16 contains 161416 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 185917 members 
Mstep: Class 19 contains 26640 members 
Mstep: Class 20 contains 13424 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12076 members 
Mstep: Class 23 contains 10277 members 
Mstep: Class 24 contains 218922 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451632.000000 Penalty: 87824.398438
Iteration 248Q: 26 clusters Score -1.614516e+08 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 178008 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 243425 members 
Mstep: Class 9 contains 90199 members 
Mstep: Class 10 contains 11340 members 
Mstep: Class 11 contains 8780 members 
Mstep: Class 12 contains 19606 members 
Mstep: Class 13 contains 157257 members 
Mstep: Class 14 contains 15751 members 
Mstep: Class 15 contains 19670 members 
Mstep: Class 16 contains 161244 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 185783 members 
Mstep: Class 19 contains 26635 members 
Mstep: Class 20 contains 13420 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12076 members 
Mstep: Class 23 contains 10277 members 
Mstep: Class 24 contains 218897 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451840.000000 Penalty: 87824.398438
Iteration 249Q: 26 clusters Score -1.614518e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 177845 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 243956 members 
Mstep: Class 9 contains 90267 members 
Mstep: Class 10 contains 11338 members 
Mstep: Class 11 contains 8790 members 
Mstep: Class 12 contains 19606 members 
Mstep: Class 13 contains 157186 members 
Mstep: Class 14 contains 15748 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 161076 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 185627 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 13420 members 
Mstep: Class 21 contains 2513 members 
Mstep: Class 22 contains 12076 members 
Mstep: Class 23 contains 10278 members 
Mstep: Class 24 contains 218855 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451920.000000 Penalty: 87824.398438
Iteration 250Q: 26 clusters Score -1.614519e+08 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 177685 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 244506 members 
Mstep: Class 9 contains 90361 members 
Mstep: Class 10 contains 11336 members 
Mstep: Class 11 contains 8801 members 
Mstep: Class 12 contains 19606 members 
Mstep: Class 13 contains 157095 members 
Mstep: Class 14 contains 15745 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 160888 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 185488 members 
Mstep: Class 19 contains 26625 members 
Mstep: Class 20 contains 13420 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12076 members 
Mstep: Class 23 contains 10279 members 
Mstep: Class 24 contains 218785 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451808.000000 Penalty: 87824.398438
Iteration 251Q: 26 clusters Score -1.614518e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 177497 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 245114 members 
Mstep: Class 9 contains 90445 members 
Mstep: Class 10 contains 11333 members 
Mstep: Class 11 contains 8809 members 
Mstep: Class 12 contains 19605 members 
Mstep: Class 13 contains 157027 members 
Mstep: Class 14 contains 15743 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 160682 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 185336 members 
Mstep: Class 19 contains 26633 members 
Mstep: Class 20 contains 13415 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12076 members 
Mstep: Class 23 contains 10282 members 
Mstep: Class 24 contains 218695 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451488.000000 Penalty: 87824.398438
Iteration 252Q: 26 clusters Score -1.614515e+08 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24349 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 177282 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 245766 members 
Mstep: Class 9 contains 90531 members 
Mstep: Class 10 contains 11330 members 
Mstep: Class 11 contains 8818 members 
Mstep: Class 12 contains 19606 members 
Mstep: Class 13 contains 156988 members 
Mstep: Class 14 contains 15740 members 
Mstep: Class 15 contains 19675 members 
Mstep: Class 16 contains 160472 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 185141 members 
Mstep: Class 19 contains 26625 members 
Mstep: Class 20 contains 13412 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12076 members 
Mstep: Class 23 contains 10285 members 
Mstep: Class 24 contains 218617 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452256.000000 Penalty: 87824.398438
Iteration 253Q: 26 clusters Score -1.614523e+08 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 177056 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 246403 members 
Mstep: Class 9 contains 90619 members 
Mstep: Class 10 contains 11324 members 
Mstep: Class 11 contains 8828 members 
Mstep: Class 12 contains 19605 members 
Mstep: Class 13 contains 156969 members 
Mstep: Class 14 contains 15739 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 160255 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 184954 members 
Mstep: Class 19 contains 26618 members 
Mstep: Class 20 contains 13404 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12077 members 
Mstep: Class 23 contains 10287 members 
Mstep: Class 24 contains 218552 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452528.000000 Penalty: 87824.398438
Iteration 254Q: 26 clusters Score -1.614525e+08 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 7968 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176772 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 247084 members 
Mstep: Class 9 contains 90689 members 
Mstep: Class 10 contains 11322 members 
Mstep: Class 11 contains 8840 members 
Mstep: Class 12 contains 19614 members 
Mstep: Class 13 contains 156979 members 
Mstep: Class 14 contains 15734 members 
Mstep: Class 15 contains 19670 members 
Mstep: Class 16 contains 160008 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 184742 members 
Mstep: Class 19 contains 26611 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12077 members 
Mstep: Class 23 contains 10290 members 
Mstep: Class 24 contains 218526 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452672.000000 Penalty: 87824.398438
Iteration 255Q: 26 clusters Score -1.614527e+08 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176507 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 247791 members 
Mstep: Class 9 contains 90759 members 
Mstep: Class 10 contains 11318 members 
Mstep: Class 11 contains 8851 members 
Mstep: Class 12 contains 19618 members 
Mstep: Class 13 contains 156997 members 
Mstep: Class 14 contains 15730 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 159739 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 184546 members 
Mstep: Class 19 contains 26608 members 
Mstep: Class 20 contains 13389 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12077 members 
Mstep: Class 23 contains 10293 members 
Mstep: Class 24 contains 218462 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452704.000000 Penalty: 87824.398438
Iteration 256Q: 26 clusters Score -1.614527e+08 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176330 members 
Mstep: Class 7 contains 3534 members 
Mstep: Class 8 contains 248469 members 
Mstep: Class 9 contains 90818 members 
Mstep: Class 10 contains 11316 members 
Mstep: Class 11 contains 8863 members 
Mstep: Class 12 contains 19622 members 
Mstep: Class 13 contains 156966 members 
Mstep: Class 14 contains 15729 members 
Mstep: Class 15 contains 19669 members 
Mstep: Class 16 contains 159475 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 184335 members 
Mstep: Class 19 contains 26611 members 
Mstep: Class 20 contains 13392 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12078 members 
Mstep: Class 23 contains 10296 members 
Mstep: Class 24 contains 218387 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452784.000000 Penalty: 87824.398438
Iteration 257Q: 26 clusters Score -1.614528e+08 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176161 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 249157 members 
Mstep: Class 9 contains 90900 members 
Mstep: Class 10 contains 11314 members 
Mstep: Class 11 contains 8871 members 
Mstep: Class 12 contains 19627 members 
Mstep: Class 13 contains 156964 members 
Mstep: Class 14 contains 15724 members 
Mstep: Class 15 contains 19665 members 
Mstep: Class 16 contains 159221 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 184089 members 
Mstep: Class 19 contains 26611 members 
Mstep: Class 20 contains 13394 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12078 members 
Mstep: Class 23 contains 10297 members 
Mstep: Class 24 contains 218285 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452928.000000 Penalty: 87824.398438
Iteration 258Q: 26 clusters Score -1.614529e+08 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176013 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 249827 members 
Mstep: Class 9 contains 90968 members 
Mstep: Class 10 contains 11312 members 
Mstep: Class 11 contains 8880 members 
Mstep: Class 12 contains 19633 members 
Mstep: Class 13 contains 156977 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 15 contains 19667 members 
Mstep: Class 16 contains 158934 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 183848 members 
Mstep: Class 19 contains 26604 members 
Mstep: Class 20 contains 13392 members 
Mstep: Class 21 contains 2508 members 
Mstep: Class 22 contains 12078 members 
Mstep: Class 23 contains 10301 members 
Mstep: Class 24 contains 218203 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452768.000000 Penalty: 87824.398438
Iteration 259Q: 26 clusters Score -1.614528e+08 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175883 members 
Mstep: Class 7 contains 3532 members 
Mstep: Class 8 contains 250421 members 
Mstep: Class 9 contains 91038 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 11 contains 8888 members 
Mstep: Class 12 contains 19637 members 
Mstep: Class 13 contains 156975 members 
Mstep: Class 14 contains 15719 members 
Mstep: Class 15 contains 19664 members 
Mstep: Class 16 contains 158699 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 183626 members 
Mstep: Class 19 contains 26599 members 
Mstep: Class 20 contains 13394 members 
Mstep: Class 21 contains 2506 members 
Mstep: Class 22 contains 12080 members 
Mstep: Class 23 contains 10304 members 
Mstep: Class 24 contains 218120 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452752.000000 Penalty: 87824.398438
Iteration 260F: 26 clusters Score -1.614528e+08 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175716 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 251043 members 
Mstep: Class 9 contains 91077 members 
Mstep: Class 10 contains 11314 members 
Mstep: Class 11 contains 8902 members 
Mstep: Class 12 contains 19637 members 
Mstep: Class 13 contains 156957 members 
Mstep: Class 14 contains 15717 members 
Mstep: Class 15 contains 19669 members 
Mstep: Class 16 contains 158464 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 183407 members 
Mstep: Class 19 contains 26595 members 
Mstep: Class 20 contains 13400 members 
Mstep: Class 21 contains 2506 members 
Mstep: Class 22 contains 12081 members 
Mstep: Class 23 contains 10305 members 
Mstep: Class 24 contains 218072 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452864.000000 Penalty: 87824.398438
Iteration 261Q: 26 clusters Score -1.614529e+08 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 7963 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175622 members 
Mstep: Class 7 contains 3533 members 
Mstep: Class 8 contains 251599 members 
Mstep: Class 9 contains 91125 members 
Mstep: Class 10 contains 11317 members 
Mstep: Class 11 contains 8913 members 
Mstep: Class 12 contains 19637 members 
Mstep: Class 13 contains 156907 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 158202 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 183254 members 
Mstep: Class 19 contains 26590 members 
Mstep: Class 20 contains 13395 members 
Mstep: Class 21 contains 2507 members 
Mstep: Class 22 contains 12082 members 
Mstep: Class 23 contains 10305 members 
Mstep: Class 24 contains 218019 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452832.000000 Penalty: 87824.398438
Iteration 262Q: 26 clusters Score -1.614528e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7964 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175561 members 
Mstep: Class 7 contains 3531 members 
Mstep: Class 8 contains 252071 members 
Mstep: Class 9 contains 91175 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 8922 members 
Mstep: Class 12 contains 19638 members 
Mstep: Class 13 contains 156854 members 
Mstep: Class 14 contains 15714 members 
Mstep: Class 15 contains 19682 members 
Mstep: Class 16 contains 157925 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 183121 members 
Mstep: Class 19 contains 26577 members 
Mstep: Class 20 contains 13399 members 
Mstep: Class 21 contains 2507 members 
Mstep: Class 22 contains 12082 members 
Mstep: Class 23 contains 10305 members 
Mstep: Class 24 contains 218017 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453200.000000 Penalty: 87824.398438
Iteration 263Q: 26 clusters Score -1.614532e+08 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175508 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 252505 members 
Mstep: Class 9 contains 91233 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 8927 members 
Mstep: Class 12 contains 19639 members 
Mstep: Class 13 contains 156822 members 
Mstep: Class 14 contains 15712 members 
Mstep: Class 15 contains 19681 members 
Mstep: Class 16 contains 157674 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 183020 members 
Mstep: Class 19 contains 26565 members 
Mstep: Class 20 contains 13395 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12082 members 
Mstep: Class 23 contains 10307 members 
Mstep: Class 24 contains 217972 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453152.000000 Penalty: 87824.398438
Iteration 264Q: 26 clusters Score -1.614532e+08 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24360 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175462 members 
Mstep: Class 7 contains 3529 members 
Mstep: Class 8 contains 252867 members 
Mstep: Class 9 contains 91309 members 
Mstep: Class 10 contains 11317 members 
Mstep: Class 11 contains 8936 members 
Mstep: Class 12 contains 19642 members 
Mstep: Class 13 contains 156811 members 
Mstep: Class 14 contains 15712 members 
Mstep: Class 15 contains 19678 members 
Mstep: Class 16 contains 157439 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 182935 members 
Mstep: Class 19 contains 26558 members 
Mstep: Class 20 contains 13384 members 
Mstep: Class 21 contains 2508 members 
Mstep: Class 22 contains 12083 members 
Mstep: Class 23 contains 10308 members 
Mstep: Class 24 contains 217919 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452944.000000 Penalty: 87824.398438
Iteration 265Q: 26 clusters Score -1.614529e+08 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175427 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 253268 members 
Mstep: Class 9 contains 91358 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 8942 members 
Mstep: Class 12 contains 19642 members 
Mstep: Class 13 contains 156756 members 
Mstep: Class 14 contains 15710 members 
Mstep: Class 15 contains 19679 members 
Mstep: Class 16 contains 157248 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 182836 members 
Mstep: Class 19 contains 26555 members 
Mstep: Class 20 contains 13367 members 
Mstep: Class 21 contains 2508 members 
Mstep: Class 22 contains 12084 members 
Mstep: Class 23 contains 10308 members 
Mstep: Class 24 contains 217868 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452896.000000 Penalty: 87824.398438
Iteration 266Q: 26 clusters Score -1.614529e+08 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 7964 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175432 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 253660 members 
Mstep: Class 9 contains 91396 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 8948 members 
Mstep: Class 12 contains 19645 members 
Mstep: Class 13 contains 156721 members 
Mstep: Class 14 contains 15710 members 
Mstep: Class 15 contains 19674 members 
Mstep: Class 16 contains 157048 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 182710 members 
Mstep: Class 19 contains 26550 members 
Mstep: Class 20 contains 13355 members 
Mstep: Class 21 contains 2508 members 
Mstep: Class 22 contains 12084 members 
Mstep: Class 23 contains 10309 members 
Mstep: Class 24 contains 217803 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453152.000000 Penalty: 87824.398438
Iteration 267Q: 26 clusters Score -1.614532e+08 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7964 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175447 members 
Mstep: Class 7 contains 3527 members 
Mstep: Class 8 contains 254008 members 
Mstep: Class 9 contains 91433 members 
Mstep: Class 10 contains 11313 members 
Mstep: Class 11 contains 8955 members 
Mstep: Class 12 contains 19646 members 
Mstep: Class 13 contains 156696 members 
Mstep: Class 14 contains 15711 members 
Mstep: Class 15 contains 19669 members 
Mstep: Class 16 contains 156814 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 182609 members 
Mstep: Class 19 contains 26550 members 
Mstep: Class 20 contains 13343 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12084 members 
Mstep: Class 23 contains 10310 members 
Mstep: Class 24 contains 217772 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453360.000000 Penalty: 87824.398438
Iteration 268Q: 26 clusters Score -1.614534e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175468 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 254304 members 
Mstep: Class 9 contains 91461 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 8968 members 
Mstep: Class 12 contains 19645 members 
Mstep: Class 13 contains 156663 members 
Mstep: Class 14 contains 15712 members 
Mstep: Class 15 contains 19669 members 
Mstep: Class 16 contains 156626 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 182537 members 
Mstep: Class 19 contains 26546 members 
Mstep: Class 20 contains 13334 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10314 members 
Mstep: Class 24 contains 217717 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453728.000000 Penalty: 87824.398438
Iteration 269Q: 26 clusters Score -1.614537e+08 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175482 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 254616 members 
Mstep: Class 9 contains 91489 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 8980 members 
Mstep: Class 12 contains 19650 members 
Mstep: Class 13 contains 156643 members 
Mstep: Class 14 contains 15712 members 
Mstep: Class 15 contains 19667 members 
Mstep: Class 16 contains 156425 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 182463 members 
Mstep: Class 19 contains 26541 members 
Mstep: Class 20 contains 13328 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10315 members 
Mstep: Class 24 contains 217653 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453872.000000 Penalty: 87824.398438
Iteration 270Q: 26 clusters Score -1.614539e+08 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175496 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 254940 members 
Mstep: Class 9 contains 91535 members 
Mstep: Class 10 contains 11308 members 
Mstep: Class 11 contains 8990 members 
Mstep: Class 12 contains 19648 members 
Mstep: Class 13 contains 156625 members 
Mstep: Class 14 contains 15711 members 
Mstep: Class 15 contains 19662 members 
Mstep: Class 16 contains 156215 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 182369 members 
Mstep: Class 19 contains 26542 members 
Mstep: Class 20 contains 13323 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10315 members 
Mstep: Class 24 contains 217591 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453440.000000 Penalty: 87824.398438
Iteration 271Q: 26 clusters Score -1.614534e+08 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175521 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 255247 members 
Mstep: Class 9 contains 91570 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 9000 members 
Mstep: Class 12 contains 19651 members 
Mstep: Class 13 contains 156600 members 
Mstep: Class 14 contains 15711 members 
Mstep: Class 15 contains 19662 members 
Mstep: Class 16 contains 155989 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 182286 members 
Mstep: Class 19 contains 26542 members 
Mstep: Class 20 contains 13324 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10317 members 
Mstep: Class 24 contains 217541 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453360.000000 Penalty: 87824.398438
Iteration 272Q: 26 clusters Score -1.614534e+08 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175573 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 255537 members 
Mstep: Class 9 contains 91616 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 9008 members 
Mstep: Class 12 contains 19656 members 
Mstep: Class 13 contains 156558 members 
Mstep: Class 14 contains 15709 members 
Mstep: Class 15 contains 19662 members 
Mstep: Class 16 contains 155774 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 182194 members 
Mstep: Class 19 contains 26539 members 
Mstep: Class 20 contains 13318 members 
Mstep: Class 21 contains 2513 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10317 members 
Mstep: Class 24 contains 217498 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453456.000000 Penalty: 87824.398438
Iteration 273Q: 26 clusters Score -1.614535e+08 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175608 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 255818 members 
Mstep: Class 9 contains 91669 members 
Mstep: Class 10 contains 11309 members 
Mstep: Class 11 contains 9021 members 
Mstep: Class 12 contains 19663 members 
Mstep: Class 13 contains 156528 members 
Mstep: Class 14 contains 15708 members 
Mstep: Class 15 contains 19665 members 
Mstep: Class 16 contains 155571 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 182087 members 
Mstep: Class 19 contains 26532 members 
Mstep: Class 20 contains 13319 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10320 members 
Mstep: Class 24 contains 217452 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453664.000000 Penalty: 87824.398438
Iteration 274Q: 26 clusters Score -1.614537e+08 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175632 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 256109 members 
Mstep: Class 9 contains 91707 members 
Mstep: Class 10 contains 11308 members 
Mstep: Class 11 contains 9036 members 
Mstep: Class 12 contains 19668 members 
Mstep: Class 13 contains 156504 members 
Mstep: Class 14 contains 15708 members 
Mstep: Class 15 contains 19667 members 
Mstep: Class 16 contains 155334 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 181993 members 
Mstep: Class 19 contains 26534 members 
Mstep: Class 20 contains 13319 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10320 members 
Mstep: Class 24 contains 217433 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453680.000000 Penalty: 87824.398438
Iteration 275Q: 26 clusters Score -1.614537e+08 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175683 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 256373 members 
Mstep: Class 9 contains 91745 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9054 members 
Mstep: Class 12 contains 19669 members 
Mstep: Class 13 contains 156485 members 
Mstep: Class 14 contains 15706 members 
Mstep: Class 15 contains 19667 members 
Mstep: Class 16 contains 155126 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 181903 members 
Mstep: Class 19 contains 26531 members 
Mstep: Class 20 contains 13317 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10322 members 
Mstep: Class 24 contains 217384 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453728.000000 Penalty: 87824.398438
Iteration 276Q: 26 clusters Score -1.614537e+08 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175750 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 256621 members 
Mstep: Class 9 contains 91788 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 9067 members 
Mstep: Class 12 contains 19676 members 
Mstep: Class 13 contains 156432 members 
Mstep: Class 14 contains 15702 members 
Mstep: Class 15 contains 19667 members 
Mstep: Class 16 contains 154942 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 181819 members 
Mstep: Class 19 contains 26529 members 
Mstep: Class 20 contains 13317 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10321 members 
Mstep: Class 24 contains 217334 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453664.000000 Penalty: 87824.398438
Iteration 277Q: 26 clusters Score -1.614537e+08 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175803 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 256899 members 
Mstep: Class 9 contains 91817 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 9080 members 
Mstep: Class 12 contains 19686 members 
Mstep: Class 13 contains 156413 members 
Mstep: Class 14 contains 15699 members 
Mstep: Class 15 contains 19667 members 
Mstep: Class 16 contains 154731 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181729 members 
Mstep: Class 19 contains 26525 members 
Mstep: Class 20 contains 13317 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10320 members 
Mstep: Class 24 contains 217281 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453664.000000 Penalty: 87824.398438
Iteration 278Q: 26 clusters Score -1.614537e+08 nChanged 973
Entering ConstructFrom: 
Score: -161453664.000000 Penalty: 87824.398438
Entering ConstructFrom: 
Trying to split cluster 1 (24363 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24363 members 
Entering Unmasked Estep 
Score: -2472668.750000 Penalty: 2505.003418
	Iteration 0F: 2 clusters Score -2472669 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 12179 members 
Entering Unmasked Estep 
Score: -2455714.500000 Penalty: 5010.006836
	Iteration 0F: 3 clusters Score -2455714 nChanged 10856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -2461824.750000 Penalty: 5010.006836
	Iteration 1F: 3 clusters Score -2461825 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 12504 members 
Entering Unmasked Estep 
Score: -2462559.250000 Penalty: 5010.006836
	Iteration 2F: 3 clusters Score -2462559 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11666 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2463319.250000 Penalty: 5010.006836
	Iteration 3F: 3 clusters Score -2463319 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2464139.750000 Penalty: 5010.006836
	Iteration 4F: 3 clusters Score -2464140 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11206 members 
Mstep: Class 2 contains 13157 members 
Entering Unmasked Estep 
Score: -2465003.500000 Penalty: 5010.006836
	Iteration 5F: 3 clusters Score -2465004 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -2465810.250000 Penalty: 5010.006836
	Iteration 6F: 3 clusters Score -2465810 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -2466496.250000 Penalty: 5010.006836
	Iteration 7Q: 3 clusters Score -2466496 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -2467103.250000 Penalty: 5010.006836
	Iteration 8Q: 3 clusters Score -2467103 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 14251 members 
Entering Unmasked Estep 
Score: -2467531.250000 Penalty: 5010.006836
	Iteration 9Q: 3 clusters Score -2467531 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2467859.500000 Penalty: 5010.006836
	Iteration 10Q: 3 clusters Score -2467860 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -2468097.000000 Penalty: 5010.006836
	Iteration 11Q: 3 clusters Score -2468097 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
Score: -2468269.500000 Penalty: 5010.006836
	Iteration 12Q: 3 clusters Score -2468270 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -2468390.750000 Penalty: 5010.006836
	Iteration 13Q: 3 clusters Score -2468391 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -2468479.000000 Penalty: 5010.006836
	Iteration 14Q: 3 clusters Score -2468479 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2468552.500000 Penalty: 5010.006836
	Iteration 15Q: 3 clusters Score -2468552 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -2468623.250000 Penalty: 5010.006836
	Iteration 16Q: 3 clusters Score -2468623 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -2468673.500000 Penalty: 5010.006836
	Iteration 17Q: 3 clusters Score -2468674 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -2468721.000000 Penalty: 5010.006836
	Iteration 18Q: 3 clusters Score -2468721 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8048 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2468773.750000 Penalty: 5010.006836
	Iteration 19Q: 3 clusters Score -2468774 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -2468816.750000 Penalty: 5010.006836
	Iteration 20F: 3 clusters Score -2468817 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 16629 members 
Entering Unmasked Estep 
Score: -2468853.750000 Penalty: 5010.006836
	Iteration 21Q: 3 clusters Score -2468854 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2468886.000000 Penalty: 5010.006836
	Iteration 22Q: 3 clusters Score -2468886 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2468921.000000 Penalty: 5010.006836
	Iteration 23Q: 3 clusters Score -2468921 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7267 members 
Mstep: Class 2 contains 17096 members 
Entering Unmasked Estep 
Score: -2468945.250000 Penalty: 5010.006836
	Iteration 24Q: 3 clusters Score -2468945 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2468988.250000 Penalty: 5010.006836
	Iteration 25Q: 3 clusters Score -2468988 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6964 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2469027.750000 Penalty: 5010.006836
	Iteration 26Q: 3 clusters Score -2469028 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -2469060.250000 Penalty: 5010.006836
	Iteration 27Q: 3 clusters Score -2469060 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -2469096.250000 Penalty: 5010.006836
	Iteration 28Q: 3 clusters Score -2469096 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -2469129.750000 Penalty: 5010.006836
	Iteration 29Q: 3 clusters Score -2469130 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2469170.750000 Penalty: 5010.006836
	Iteration 30Q: 3 clusters Score -2469171 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -2469211.250000 Penalty: 5010.006836
	Iteration 31Q: 3 clusters Score -2469211 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2469252.000000 Penalty: 5010.006836
	Iteration 32Q: 3 clusters Score -2469252 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -2469291.000000 Penalty: 5010.006836
	Iteration 33Q: 3 clusters Score -2469291 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 18722 members 
Entering Unmasked Estep 
Score: -2469327.000000 Penalty: 5010.006836
	Iteration 34Q: 3 clusters Score -2469327 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2469365.250000 Penalty: 5010.006836
	Iteration 35Q: 3 clusters Score -2469365 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2469393.750000 Penalty: 5010.006836
	Iteration 36Q: 3 clusters Score -2469394 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 19135 members 
Entering Unmasked Estep 
Score: -2469422.250000 Penalty: 5010.006836
	Iteration 37Q: 3 clusters Score -2469422 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5101 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
Score: -2469443.250000 Penalty: 5010.006836
	Iteration 38Q: 3 clusters Score -2469443 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2469475.500000 Penalty: 5010.006836
	Iteration 39Q: 3 clusters Score -2469476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -2469491.250000 Penalty: 5010.006836
	Iteration 40F: 3 clusters Score -2469491 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -2469522.000000 Penalty: 5010.006836
	Iteration 41Q: 3 clusters Score -2469522 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2469562.500000 Penalty: 5010.006836
	Iteration 42Q: 3 clusters Score -2469562 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -2469584.500000 Penalty: 5010.006836
	Iteration 43Q: 3 clusters Score -2469584 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -2469619.250000 Penalty: 5010.006836
	Iteration 44Q: 3 clusters Score -2469619 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2469648.250000 Penalty: 5010.006836
	Iteration 45Q: 3 clusters Score -2469648 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -2469677.000000 Penalty: 5010.006836
	Iteration 46Q: 3 clusters Score -2469677 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -2469703.750000 Penalty: 5010.006836
	Iteration 47Q: 3 clusters Score -2469704 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 20474 members 
Entering Unmasked Estep 
Score: -2469727.750000 Penalty: 5010.006836
	Iteration 48Q: 3 clusters Score -2469728 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -2469759.500000 Penalty: 5010.006836
	Iteration 49Q: 3 clusters Score -2469760 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2469802.250000 Penalty: 5010.006836
	Iteration 50Q: 3 clusters Score -2469802 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2469848.000000 Penalty: 5010.006836
	Iteration 51Q: 3 clusters Score -2469848 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 21017 members 
Entering Unmasked Estep 
Score: -2469889.000000 Penalty: 5010.006836
	Iteration 52Q: 3 clusters Score -2469889 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -2469932.250000 Penalty: 5010.006836
	Iteration 53Q: 3 clusters Score -2469932 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2469974.250000 Penalty: 5010.006836
	Iteration 54Q: 3 clusters Score -2469974 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -2470016.000000 Penalty: 5010.006836
	Iteration 55Q: 3 clusters Score -2470016 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2470067.750000 Penalty: 5010.006836
	Iteration 56Q: 3 clusters Score -2470068 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -2470115.000000 Penalty: 5010.006836
	Iteration 57Q: 3 clusters Score -2470115 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -2470155.250000 Penalty: 5010.006836
	Iteration 58Q: 3 clusters Score -2470155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -2470183.750000 Penalty: 5010.006836
	Iteration 59Q: 3 clusters Score -2470184 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2470213.750000 Penalty: 5010.006836
	Iteration 60F: 3 clusters Score -2470214 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 22129 members 
Entering Unmasked Estep 
Score: -2470262.000000 Penalty: 5010.006836
	Iteration 61Q: 3 clusters Score -2470262 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 22233 members 
Entering Unmasked Estep 
Score: -2470298.500000 Penalty: 5010.006836
	Iteration 62Q: 3 clusters Score -2470298 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 22337 members 
Entering Unmasked Estep 
Score: -2470339.750000 Penalty: 5010.006836
	Iteration 63Q: 3 clusters Score -2470340 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -2470380.250000 Penalty: 5010.006836
	Iteration 64Q: 3 clusters Score -2470380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -2470419.750000 Penalty: 5010.006836
	Iteration 65Q: 3 clusters Score -2470420 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -2470453.750000 Penalty: 5010.006836
	Iteration 66Q: 3 clusters Score -2470454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -2470470.750000 Penalty: 5010.006836
	Iteration 67Q: 3 clusters Score -2470471 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 22747 members 
Entering Unmasked Estep 
Score: -2470496.000000 Penalty: 5010.006836
	Iteration 68Q: 3 clusters Score -2470496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 22812 members 
Entering Unmasked Estep 
Score: -2470513.500000 Penalty: 5010.006836
	Iteration 69Q: 3 clusters Score -2470514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -2470524.500000 Penalty: 5010.006836
	Iteration 70Q: 3 clusters Score -2470524 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2470545.750000 Penalty: 5010.006836
	Iteration 71Q: 3 clusters Score -2470546 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 22931 members 
Entering Unmasked Estep 
Score: -2470559.000000 Penalty: 5010.006836
	Iteration 72Q: 3 clusters Score -2470559 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -2470573.250000 Penalty: 5010.006836
	Iteration 73Q: 3 clusters Score -2470573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -2470583.500000 Penalty: 5010.006836
	Iteration 74Q: 3 clusters Score -2470584 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -2470596.500000 Penalty: 5010.006836
	Iteration 75Q: 3 clusters Score -2470596 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -2470606.250000 Penalty: 5010.006836
	Iteration 76Q: 3 clusters Score -2470606 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -2470611.750000 Penalty: 5010.006836
	Iteration 77Q: 3 clusters Score -2470612 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2470620.750000 Penalty: 5010.006836
	Iteration 78Q: 3 clusters Score -2470621 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -2470634.250000 Penalty: 5010.006836
	Iteration 79Q: 3 clusters Score -2470634 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2470642.500000 Penalty: 5010.006836
	Iteration 80F: 3 clusters Score -2470642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -2470653.500000 Penalty: 5010.006836
	Iteration 81Q: 3 clusters Score -2470654 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -2470665.750000 Penalty: 5010.006836
	Iteration 82Q: 3 clusters Score -2470666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -2470678.500000 Penalty: 5010.006836
	Iteration 83Q: 3 clusters Score -2470678 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -2470688.250000 Penalty: 5010.006836
	Iteration 84Q: 3 clusters Score -2470688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
Score: -2470692.000000 Penalty: 5010.006836
	Iteration 85Q: 3 clusters Score -2470692 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2470694.250000 Penalty: 5010.006836
	Iteration 86Q: 3 clusters Score -2470694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -2470703.250000 Penalty: 5010.006836
	Iteration 87Q: 3 clusters Score -2470703 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2470708.500000 Penalty: 5010.006836
	Iteration 88Q: 3 clusters Score -2470708 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2470705.000000 Penalty: 5010.006836
	Iteration 89Q: 3 clusters Score -2470705 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2470708.250000 Penalty: 5010.006836
	Iteration 90Q: 3 clusters Score -2470708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -2470707.250000 Penalty: 5010.006836
	Iteration 91Q: 3 clusters Score -2470707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 23303 members 
Entering Unmasked Estep 
Score: -2470706.250000 Penalty: 5010.006836
	Iteration 92Q: 3 clusters Score -2470706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23306 members 
Entering Unmasked Estep 
Score: -2470713.250000 Penalty: 5010.006836
	Iteration 93Q: 3 clusters Score -2470713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2470711.750000 Penalty: 5010.006836
	Iteration 94Q: 3 clusters Score -2470712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -2470716.500000 Penalty: 5010.006836
	Iteration 95Q: 3 clusters Score -2470716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -2470718.500000 Penalty: 5010.006836
	Iteration 96Q: 3 clusters Score -2470718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 23323 members 
Entering Unmasked Estep 
Score: -2470719.750000 Penalty: 5010.006836
	Iteration 97Q: 3 clusters Score -2470720 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -2470718.500000 Penalty: 5010.006836
	Iteration 98Q: 3 clusters Score -2470718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2470722.250000 Penalty: 5010.006836
	Iteration 99Q: 3 clusters Score -2470722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2470726.750000 Penalty: 5010.006836
	Iteration 100F: 3 clusters Score -2470727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2470726.750000 Penalty: 5010.006836
	Iteration 101Q: 3 clusters Score -2470727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2470729.500000 Penalty: 5010.006836
	Iteration 102Q: 3 clusters Score -2470730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -2470734.750000 Penalty: 5010.006836
	Iteration 103Q: 3 clusters Score -2470735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 23358 members 
Entering Unmasked Estep 
Score: -2470739.750000 Penalty: 5010.006836
	Iteration 104Q: 3 clusters Score -2470740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -2470736.250000 Penalty: 5010.006836
	Iteration 105Q: 3 clusters Score -2470736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2470740.000000 Penalty: 5010.006836
	Iteration 106Q: 3 clusters Score -2470740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -2470740.000000 Penalty: 5010.006836
	Iteration 107Q: 3 clusters Score -2470740 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 23369 members 
Entering Unmasked Estep 
Score: -2470742.500000 Penalty: 5010.006836
	Iteration 108Q: 3 clusters Score -2470742 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2470741.500000 Penalty: 5010.006836
	Iteration 109Q: 3 clusters Score -2470742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2470738.500000 Penalty: 5010.006836
	Iteration 110Q: 3 clusters Score -2470738 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -2470745.500000 Penalty: 5010.006836
	Iteration 111Q: 3 clusters Score -2470746 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2470749.750000 Penalty: 5010.006836
	Iteration 112Q: 3 clusters Score -2470750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 23411 members 
Entering Unmasked Estep 
Score: -2470759.500000 Penalty: 5010.006836
	Iteration 113Q: 3 clusters Score -2470760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 23420 members 
Entering Unmasked Estep 
Score: -2470765.250000 Penalty: 5010.006836
	Iteration 114Q: 3 clusters Score -2470765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2470765.750000 Penalty: 5010.006836
	Iteration 115Q: 3 clusters Score -2470766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2470762.750000 Penalty: 5010.006836
	Iteration 116Q: 3 clusters Score -2470763 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 23427 members 
Entering Unmasked Estep 
Score: -2470766.500000 Penalty: 5010.006836
	Iteration 117Q: 3 clusters Score -2470766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -2470763.500000 Penalty: 5010.006836
	Iteration 118Q: 3 clusters Score -2470764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -2470768.250000 Penalty: 5010.006836
	Iteration 119Q: 3 clusters Score -2470768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 23436 members 
Entering Unmasked Estep 
Score: -2470767.750000 Penalty: 5010.006836
	Iteration 120F: 3 clusters Score -2470768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 23437 members 
Entering Unmasked Estep 
Score: -2470767.750000 Penalty: 5010.006836
	Iteration 121Q: 3 clusters Score -2470768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -2470768.750000 Penalty: 5010.006836
	Iteration 122Q: 3 clusters Score -2470769 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 23442 members 
Entering Unmasked Estep 
Score: -2470770.500000 Penalty: 5010.006836
	Iteration 123Q: 3 clusters Score -2470770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -2470771.250000 Penalty: 5010.006836
	Iteration 124Q: 3 clusters Score -2470771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2470771.250000 Penalty: 5010.006836
	Iteration 125Q: 3 clusters Score -2470771 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -2470771.250000 Penalty: 5010.006836
	Iteration 126F: 3 clusters Score -2470771 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Entering Unmasked Estep 
Score: -780231.812500 Penalty: 2227.737305
	Iteration 0F: 2 clusters Score -780231.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -773828.375000 Penalty: 4455.474609
	Iteration 0F: 3 clusters Score -773828.4 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -775587.437500 Penalty: 4455.474609
	Iteration 1F: 3 clusters Score -775587.4 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -775908.375000 Penalty: 4455.474609
	Iteration 2F: 3 clusters Score -775908.4 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -776156.312500 Penalty: 4455.474609
	Iteration 3F: 3 clusters Score -776156.3 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -776407.437500 Penalty: 4455.474609
	Iteration 4Q: 3 clusters Score -776407.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -776712.375000 Penalty: 4455.474609
	Iteration 5F: 3 clusters Score -776712.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -777029.750000 Penalty: 4455.474609
	Iteration 6F: 3 clusters Score -777029.8 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -777383.500000 Penalty: 4455.474609
	Iteration 7F: 3 clusters Score -777383.5 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -777696.000000 Penalty: 4455.474609
	Iteration 8Q: 3 clusters Score -777696 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -777957.125000 Penalty: 4455.474609
	Iteration 9Q: 3 clusters Score -777957.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -778163.687500 Penalty: 4455.474609
	Iteration 10Q: 3 clusters Score -778163.7 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -778336.625000 Penalty: 4455.474609
	Iteration 11Q: 3 clusters Score -778336.6 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -778469.687500 Penalty: 4455.474609
	Iteration 12Q: 3 clusters Score -778469.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5908 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -778583.125000 Penalty: 4455.474609
	Iteration 13Q: 3 clusters Score -778583.1 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -778662.250000 Penalty: 4455.474609
	Iteration 14Q: 3 clusters Score -778662.2 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -778730.375000 Penalty: 4455.474609
	Iteration 15Q: 3 clusters Score -778730.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -778781.875000 Penalty: 4455.474609
	Iteration 16Q: 3 clusters Score -778781.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -778822.000000 Penalty: 4455.474609
	Iteration 17Q: 3 clusters Score -778822 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -778846.687500 Penalty: 4455.474609
	Iteration 18Q: 3 clusters Score -778846.7 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -778878.125000 Penalty: 4455.474609
	Iteration 19Q: 3 clusters Score -778878.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -778903.875000 Penalty: 4455.474609
	Iteration 20F: 3 clusters Score -778903.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -778931.000000 Penalty: 4455.474609
	Iteration 21Q: 3 clusters Score -778931 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -778951.625000 Penalty: 4455.474609
	Iteration 22Q: 3 clusters Score -778951.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -778974.062500 Penalty: 4455.474609
	Iteration 23Q: 3 clusters Score -778974.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -778993.562500 Penalty: 4455.474609
	Iteration 24Q: 3 clusters Score -778993.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6058 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -779008.562500 Penalty: 4455.474609
	Iteration 25Q: 3 clusters Score -779008.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -779029.937500 Penalty: 4455.474609
	Iteration 26Q: 3 clusters Score -779029.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -779047.312500 Penalty: 4455.474609
	Iteration 27Q: 3 clusters Score -779047.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -779052.437500 Penalty: 4455.474609
	Iteration 28Q: 3 clusters Score -779052.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -779060.187500 Penalty: 4455.474609
	Iteration 29Q: 3 clusters Score -779060.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -779062.375000 Penalty: 4455.474609
	Iteration 30Q: 3 clusters Score -779062.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -779065.125000 Penalty: 4455.474609
	Iteration 31Q: 3 clusters Score -779065.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -779067.062500 Penalty: 4455.474609
	Iteration 32Q: 3 clusters Score -779067.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -779064.875000 Penalty: 4455.474609
	Iteration 33Q: 3 clusters Score -779064.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -779066.437500 Penalty: 4455.474609
	Iteration 34Q: 3 clusters Score -779066.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -779067.437500 Penalty: 4455.474609
	Iteration 35Q: 3 clusters Score -779067.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -779067.062500 Penalty: 4455.474609
	Iteration 36Q: 3 clusters Score -779067.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -779068.250000 Penalty: 4455.474609
	Iteration 37Q: 3 clusters Score -779068.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -779069.937500 Penalty: 4455.474609
	Iteration 38Q: 3 clusters Score -779069.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -779069.687500 Penalty: 4455.474609
	Iteration 39Q: 3 clusters Score -779069.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -779071.437500 Penalty: 4455.474609
	Iteration 40F: 3 clusters Score -779071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -779073.000000 Penalty: 4455.474609
	Iteration 41Q: 3 clusters Score -779073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -779073.062500 Penalty: 4455.474609
	Iteration 42Q: 3 clusters Score -779073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -779073.062500 Penalty: 4455.474609
	Iteration 43Q: 3 clusters Score -779073.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -779074.625000 Penalty: 4455.474609
	Iteration 44Q: 3 clusters Score -779074.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -779073.312500 Penalty: 4455.474609
	Iteration 45Q: 3 clusters Score -779073.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -779074.250000 Penalty: 4455.474609
	Iteration 46Q: 3 clusters Score -779074.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -779074.250000 Penalty: 4455.474609
	Iteration 47F: 3 clusters Score -779074.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -42044.890625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -42044.89 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 210 members 
Entering Unmasked Estep 
Score: -40577.351562 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40577.35 nChanged 55
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: -40743.195312 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40743.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -40838.601562 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -40838.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -40916.523438 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -40916.52 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40958.085938 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -40958.09 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -40998.304688 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -40998.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41026.816406 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -41026.82 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41053.171875 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -41053.17 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41091.644531 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -41091.64 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -41116.976562 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -41116.98 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41139.000000 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -41139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -41166.109375 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -41166.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41203.246094 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -41203.25 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -41253.113281 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -41253.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -41345.617188 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -41345.62 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -41460.156250 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -41460.16 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -41655.789062 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -41655.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -41721.945312 Penalty: 3020.166260
	Iteration 17Q: 3 clusters Score -41721.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -41786.156250 Penalty: 3020.166260
	Iteration 18Q: 3 clusters Score -41786.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -41841.164062 Penalty: 3020.166260
	Iteration 19Q: 3 clusters Score -41841.16 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -42028.996094 Penalty: 3020.166260
	Iteration 20F: 3 clusters Score -42029 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -42258.113281 Penalty: 3020.166260
	Iteration 21Q: 3 clusters Score -42258.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -42304.746094 Penalty: 3020.166260
	Iteration 22Q: 3 clusters Score -42304.75 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -42366.671875 Penalty: 3020.166260
	Iteration 23Q: 3 clusters Score -42366.67 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42500.671875 Penalty: 3020.166260
	Iteration 24Q: 3 clusters Score -42500.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -42500.671875 Penalty: 3020.166260
	Iteration 25F: 3 clusters Score -42500.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 249 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175843 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 257176 members 
Mstep: Class 9 contains 91847 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 19689 members 
Mstep: Class 13 contains 156430 members 
Mstep: Class 14 contains 15694 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 154488 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181635 members 
Mstep: Class 19 contains 26531 members 
Mstep: Class 20 contains 13313 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10319 members 
Mstep: Class 24 contains 217240 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 192 members 
Entering Unmasked Estep 
Score: -161452400.000000 Penalty: 91337.375000
Splitting cluster 3 changes total score from -161453664.000000 to -161452400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (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: -245406.906250 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -245406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -242575.015625 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -242575 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -243488.921875 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -243488.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -244289.296875 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -244289.3 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -245164.890625 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -245164.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -245550.531250 Penalty: 3846.647949
	Iteration 4F: 3 clusters Score -245550.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -245736.468750 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -245736.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -245851.531250 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -245851.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -245955.515625 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -245955.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -246094.609375 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -246094.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -246230.875000 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -246230.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -246291.390625 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -246291.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -246320.812500 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -246320.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -246335.500000 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -246335.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -246342.234375 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -246342.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -246345.421875 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -246345.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -246346.078125 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -246346.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -246346.781250 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -246346.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -246347.687500 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -246347.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -246349.437500 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -246349.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -246350.531250 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -246350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -246350.531250 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -246350.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 1395 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175843 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 257176 members 
Mstep: Class 9 contains 91847 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 19689 members 
Mstep: Class 13 contains 156430 members 
Mstep: Class 14 contains 15694 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 154488 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181635 members 
Mstep: Class 19 contains 26531 members 
Mstep: Class 20 contains 13313 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10319 members 
Mstep: Class 24 contains 217240 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 939 members 
Entering Unmasked Estep 
Score: -161452816.000000 Penalty: 91337.375000
Splitting cluster 4 changes total score from -161453664.000000 to -161452816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -50889.976562 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -50889.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49372.824219 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -49372.82 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -49520.679688 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -49520.68 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -49563.296875 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -49563.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -49584.585938 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -49584.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -49596.683594 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -49596.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49599.425781 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -49599.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -49599.425781 Penalty: 3080.457520
	Iteration 6F: 3 clusters Score -49599.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (175843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175843 members 
Entering Unmasked Estep 
Score: -20734540.000000 Penalty: 2995.182129
	Iteration 0F: 2 clusters Score -2.073454e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87589 members 
Mstep: Class 2 contains 88254 members 
Entering Unmasked Estep 
Score: -20618884.000000 Penalty: 5990.364258
	Iteration 0F: 3 clusters Score -2.061888e+07 nChanged 84176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82805 members 
Mstep: Class 2 contains 93038 members 
Entering Unmasked Estep 
Score: -20668618.000000 Penalty: 5990.364258
	Iteration 1F: 3 clusters Score -2.066862e+07 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80015 members 
Mstep: Class 2 contains 95828 members 
Entering Unmasked Estep 
Score: -20670120.000000 Penalty: 5990.364258
	Iteration 2Q: 3 clusters Score -2.067012e+07 nChanged 6357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75896 members 
Mstep: Class 2 contains 99947 members 
Entering Unmasked Estep 
Score: -20672280.000000 Penalty: 5990.364258
	Iteration 3Q: 3 clusters Score -2.067228e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69892 members 
Mstep: Class 2 contains 105951 members 
Entering Unmasked Estep 
Score: -20675646.000000 Penalty: 5990.364258
	Iteration 4Q: 3 clusters Score -2.067565e+07 nChanged 9413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61285 members 
Mstep: Class 2 contains 114558 members 
Entering Unmasked Estep 
Score: -20680910.000000 Penalty: 5990.364258
	Iteration 5F: 3 clusters Score -2.068091e+07 nChanged 11796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49811 members 
Mstep: Class 2 contains 126032 members 
Entering Unmasked Estep 
Score: -20689118.000000 Penalty: 5990.364258
	Iteration 6F: 3 clusters Score -2.068912e+07 nChanged 14077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35836 members 
Mstep: Class 2 contains 140007 members 
Entering Unmasked Estep 
Score: -20700582.000000 Penalty: 5990.364258
	Iteration 7F: 3 clusters Score -2.070058e+07 nChanged 14361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 154350 members 
Entering Unmasked Estep 
Score: -20713544.000000 Penalty: 5990.364258
	Iteration 8F: 3 clusters Score -2.071354e+07 nChanged 11384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10115 members 
Mstep: Class 2 contains 165728 members 
Entering Unmasked Estep 
Score: -20723944.000000 Penalty: 5990.364258
	Iteration 9F: 3 clusters Score -2.072394e+07 nChanged 6388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 172114 members 
Entering Unmasked Estep 
Score: -20729012.000000 Penalty: 5990.364258
	Iteration 10Q: 3 clusters Score -2.072901e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 174566 members 
Entering Unmasked Estep 
Score: -20730914.000000 Penalty: 5990.364258
	Iteration 11Q: 3 clusters Score -2.073091e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 175288 members 
Entering Unmasked Estep 
Score: -20731524.000000 Penalty: 5990.364258
	Iteration 12Q: 3 clusters Score -2.073152e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 175477 members 
Entering Unmasked Estep 
Score: -20731742.000000 Penalty: 5990.364258
	Iteration 13Q: 3 clusters Score -2.073174e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 175527 members 
Entering Unmasked Estep 
Score: -20731846.000000 Penalty: 5990.364258
	Iteration 14Q: 3 clusters Score -2.073185e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 175551 members 
Entering Unmasked Estep 
Score: -20731880.000000 Penalty: 5990.364258
	Iteration 15Q: 3 clusters Score -2.073188e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 175560 members 
Entering Unmasked Estep 
Score: -20731880.000000 Penalty: 5990.364258
	Iteration 16Q: 3 clusters Score -2.073188e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 175568 members 
Entering Unmasked Estep 
Score: -20731910.000000 Penalty: 5990.364258
	Iteration 17Q: 3 clusters Score -2.073191e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 175579 members 
Entering Unmasked Estep 
Score: -20731926.000000 Penalty: 5990.364258
	Iteration 18Q: 3 clusters Score -2.073193e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 175578 members 
Entering Unmasked Estep 
Score: -20731952.000000 Penalty: 5990.364258
	Iteration 19Q: 3 clusters Score -2.073195e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 175580 members 
Entering Unmasked Estep 
Score: -20731966.000000 Penalty: 5990.364258
	Iteration 20F: 3 clusters Score -2.073197e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 175583 members 
Entering Unmasked Estep 
Score: -20731972.000000 Penalty: 5990.364258
	Iteration 21Q: 3 clusters Score -2.073197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 175582 members 
Entering Unmasked Estep 
Score: -20731970.000000 Penalty: 5990.364258
	Iteration 22Q: 3 clusters Score -2.073197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 175581 members 
Entering Unmasked Estep 
Score: -20731980.000000 Penalty: 5990.364258
	Iteration 23Q: 3 clusters Score -2.073198e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 175581 members 
Entering Unmasked Estep 
Score: -20731980.000000 Penalty: 5990.364258
	Iteration 24F: 3 clusters Score -2.073198e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -399736.718750 Penalty: 2025.503174
	Iteration 0F: 2 clusters Score -399736.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -396139.812500 Penalty: 4051.006348
	Iteration 0F: 3 clusters Score -396139.8 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -396910.750000 Penalty: 4051.006348
	Iteration 1F: 3 clusters Score -396910.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -397082.593750 Penalty: 4051.006348
	Iteration 2F: 3 clusters Score -397082.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -397163.468750 Penalty: 4051.006348
	Iteration 3Q: 3 clusters Score -397163.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -397209.906250 Penalty: 4051.006348
	Iteration 4Q: 3 clusters Score -397209.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -397242.343750 Penalty: 4051.006348
	Iteration 5Q: 3 clusters Score -397242.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -397263.375000 Penalty: 4051.006348
	Iteration 6Q: 3 clusters Score -397263.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -397280.750000 Penalty: 4051.006348
	Iteration 7Q: 3 clusters Score -397280.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -397298.937500 Penalty: 4051.006348
	Iteration 8Q: 3 clusters Score -397298.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -397314.875000 Penalty: 4051.006348
	Iteration 9Q: 3 clusters Score -397314.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -397329.000000 Penalty: 4051.006348
	Iteration 10Q: 3 clusters Score -397329 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -397343.000000 Penalty: 4051.006348
	Iteration 11Q: 3 clusters Score -397343 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -397353.062500 Penalty: 4051.006348
	Iteration 12Q: 3 clusters Score -397353.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -397364.843750 Penalty: 4051.006348
	Iteration 13Q: 3 clusters Score -397364.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -397373.656250 Penalty: 4051.006348
	Iteration 14Q: 3 clusters Score -397373.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -397380.187500 Penalty: 4051.006348
	Iteration 15Q: 3 clusters Score -397380.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -397384.875000 Penalty: 4051.006348
	Iteration 16Q: 3 clusters Score -397384.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -397388.906250 Penalty: 4051.006348
	Iteration 17Q: 3 clusters Score -397388.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -397391.218750 Penalty: 4051.006348
	Iteration 18Q: 3 clusters Score -397391.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -397393.593750 Penalty: 4051.006348
	Iteration 19Q: 3 clusters Score -397393.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -397393.750000 Penalty: 4051.006348
	Iteration 20F: 3 clusters Score -397393.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -397395.937500 Penalty: 4051.006348
	Iteration 21Q: 3 clusters Score -397395.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -397395.718750 Penalty: 4051.006348
	Iteration 22Q: 3 clusters Score -397395.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -397398.000000 Penalty: 4051.006348
	Iteration 23Q: 3 clusters Score -397398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -397399.281250 Penalty: 4051.006348
	Iteration 24Q: 3 clusters Score -397399.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -397400.218750 Penalty: 4051.006348
	Iteration 25Q: 3 clusters Score -397400.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -397401.718750 Penalty: 4051.006348
	Iteration 26Q: 3 clusters Score -397401.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -397402.000000 Penalty: 4051.006348
	Iteration 27Q: 3 clusters Score -397402 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -397402.687500 Penalty: 4051.006348
	Iteration 28Q: 3 clusters Score -397402.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -397403.937500 Penalty: 4051.006348
	Iteration 29Q: 3 clusters Score -397403.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -397406.093750 Penalty: 4051.006348
	Iteration 30Q: 3 clusters Score -397406.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -397407.187500 Penalty: 4051.006348
	Iteration 31Q: 3 clusters Score -397407.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -397408.343750 Penalty: 4051.006348
	Iteration 32Q: 3 clusters Score -397408.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -397410.593750 Penalty: 4051.006348
	Iteration 33Q: 3 clusters Score -397410.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -397412.406250 Penalty: 4051.006348
	Iteration 34Q: 3 clusters Score -397412.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -397413.812500 Penalty: 4051.006348
	Iteration 35Q: 3 clusters Score -397413.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -397414.406250 Penalty: 4051.006348
	Iteration 36Q: 3 clusters Score -397414.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -397415.156250 Penalty: 4051.006348
	Iteration 37Q: 3 clusters Score -397415.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -397417.281250 Penalty: 4051.006348
	Iteration 38Q: 3 clusters Score -397417.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -397418.781250 Penalty: 4051.006348
	Iteration 39Q: 3 clusters Score -397418.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -397422.968750 Penalty: 4051.006348
	Iteration 40F: 3 clusters Score -397423 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -397427.156250 Penalty: 4051.006348
	Iteration 41Q: 3 clusters Score -397427.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -397431.656250 Penalty: 4051.006348
	Iteration 42Q: 3 clusters Score -397431.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -397435.718750 Penalty: 4051.006348
	Iteration 43Q: 3 clusters Score -397435.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -397439.437500 Penalty: 4051.006348
	Iteration 44Q: 3 clusters Score -397439.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -397442.843750 Penalty: 4051.006348
	Iteration 45Q: 3 clusters Score -397442.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -397444.906250 Penalty: 4051.006348
	Iteration 46Q: 3 clusters Score -397444.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -397446.312500 Penalty: 4051.006348
	Iteration 47Q: 3 clusters Score -397446.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -397446.406250 Penalty: 4051.006348
	Iteration 48Q: 3 clusters Score -397446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -397447.375000 Penalty: 4051.006348
	Iteration 49Q: 3 clusters Score -397447.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -397449.000000 Penalty: 4051.006348
	Iteration 50Q: 3 clusters Score -397449 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -397451.906250 Penalty: 4051.006348
	Iteration 51Q: 3 clusters Score -397451.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -397455.875000 Penalty: 4051.006348
	Iteration 52Q: 3 clusters Score -397455.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -397459.375000 Penalty: 4051.006348
	Iteration 53Q: 3 clusters Score -397459.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -397463.718750 Penalty: 4051.006348
	Iteration 54Q: 3 clusters Score -397463.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -397472.593750 Penalty: 4051.006348
	Iteration 55Q: 3 clusters Score -397472.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -397483.781250 Penalty: 4051.006348
	Iteration 56Q: 3 clusters Score -397483.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -397495.437500 Penalty: 4051.006348
	Iteration 57Q: 3 clusters Score -397495.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -397504.625000 Penalty: 4051.006348
	Iteration 58Q: 3 clusters Score -397504.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -397512.281250 Penalty: 4051.006348
	Iteration 59Q: 3 clusters Score -397512.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -397517.375000 Penalty: 4051.006348
	Iteration 60F: 3 clusters Score -397517.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -397522.968750 Penalty: 4051.006348
	Iteration 61Q: 3 clusters Score -397523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -397529.000000 Penalty: 4051.006348
	Iteration 62Q: 3 clusters Score -397529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -397535.562500 Penalty: 4051.006348
	Iteration 63Q: 3 clusters Score -397535.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -397537.750000 Penalty: 4051.006348
	Iteration 64Q: 3 clusters Score -397537.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -397541.062500 Penalty: 4051.006348
	Iteration 65Q: 3 clusters Score -397541.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -397543.562500 Penalty: 4051.006348
	Iteration 66Q: 3 clusters Score -397543.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -397546.750000 Penalty: 4051.006348
	Iteration 67Q: 3 clusters Score -397546.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -397549.437500 Penalty: 4051.006348
	Iteration 68Q: 3 clusters Score -397549.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -397554.156250 Penalty: 4051.006348
	Iteration 69Q: 3 clusters Score -397554.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -397556.687500 Penalty: 4051.006348
	Iteration 70Q: 3 clusters Score -397556.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -397557.906250 Penalty: 4051.006348
	Iteration 71Q: 3 clusters Score -397557.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -397560.000000 Penalty: 4051.006348
	Iteration 72Q: 3 clusters Score -397560 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -397563.156250 Penalty: 4051.006348
	Iteration 73Q: 3 clusters Score -397563.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -397565.562500 Penalty: 4051.006348
	Iteration 74Q: 3 clusters Score -397565.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -397567.687500 Penalty: 4051.006348
	Iteration 75Q: 3 clusters Score -397567.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -397569.375000 Penalty: 4051.006348
	Iteration 76Q: 3 clusters Score -397569.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -397571.312500 Penalty: 4051.006348
	Iteration 77Q: 3 clusters Score -397571.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -397573.250000 Penalty: 4051.006348
	Iteration 78Q: 3 clusters Score -397573.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -397574.343750 Penalty: 4051.006348
	Iteration 79Q: 3 clusters Score -397574.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -397578.156250 Penalty: 4051.006348
	Iteration 80F: 3 clusters Score -397578.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -397579.906250 Penalty: 4051.006348
	Iteration 81Q: 3 clusters Score -397579.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -397582.031250 Penalty: 4051.006348
	Iteration 82Q: 3 clusters Score -397582 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -397584.656250 Penalty: 4051.006348
	Iteration 83Q: 3 clusters Score -397584.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -397587.562500 Penalty: 4051.006348
	Iteration 84Q: 3 clusters Score -397587.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -397589.156250 Penalty: 4051.006348
	Iteration 85Q: 3 clusters Score -397589.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -397591.718750 Penalty: 4051.006348
	Iteration 86Q: 3 clusters Score -397591.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -397593.625000 Penalty: 4051.006348
	Iteration 87Q: 3 clusters Score -397593.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -397598.437500 Penalty: 4051.006348
	Iteration 88Q: 3 clusters Score -397598.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -397605.156250 Penalty: 4051.006348
	Iteration 89Q: 3 clusters Score -397605.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -397611.593750 Penalty: 4051.006348
	Iteration 90Q: 3 clusters Score -397611.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -397617.437500 Penalty: 4051.006348
	Iteration 91Q: 3 clusters Score -397617.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -397619.843750 Penalty: 4051.006348
	Iteration 92Q: 3 clusters Score -397619.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -397625.093750 Penalty: 4051.006348
	Iteration 93Q: 3 clusters Score -397625.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -397632.406250 Penalty: 4051.006348
	Iteration 94Q: 3 clusters Score -397632.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -397639.187500 Penalty: 4051.006348
	Iteration 95Q: 3 clusters Score -397639.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -397642.593750 Penalty: 4051.006348
	Iteration 96Q: 3 clusters Score -397642.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -397645.437500 Penalty: 4051.006348
	Iteration 97Q: 3 clusters Score -397645.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -397646.906250 Penalty: 4051.006348
	Iteration 98Q: 3 clusters Score -397646.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -397649.968750 Penalty: 4051.006348
	Iteration 99Q: 3 clusters Score -397650 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -397652.562500 Penalty: 4051.006348
	Iteration 100F: 3 clusters Score -397652.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -397655.062500 Penalty: 4051.006348
	Iteration 101Q: 3 clusters Score -397655.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -397656.968750 Penalty: 4051.006348
	Iteration 102Q: 3 clusters Score -397657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -397659.187500 Penalty: 4051.006348
	Iteration 103Q: 3 clusters Score -397659.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -397660.875000 Penalty: 4051.006348
	Iteration 104Q: 3 clusters Score -397660.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -397662.781250 Penalty: 4051.006348
	Iteration 105Q: 3 clusters Score -397662.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -397663.687500 Penalty: 4051.006348
	Iteration 106Q: 3 clusters Score -397663.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -397663.593750 Penalty: 4051.006348
	Iteration 107Q: 3 clusters Score -397663.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -397663.593750 Penalty: 4051.006348
	Iteration 108F: 3 clusters Score -397663.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (257176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257176 members 
Entering Unmasked Estep 
Score: -30224208.000000 Penalty: 3089.463867
	Iteration 0F: 2 clusters Score -3.022421e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129007 members 
Mstep: Class 2 contains 128169 members 
Entering Unmasked Estep 
Score: -30057390.000000 Penalty: 6178.927734
	Iteration 0F: 3 clusters Score -3.005739e+07 nChanged 124143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134350 members 
Mstep: Class 2 contains 122826 members 
Entering Unmasked Estep 
Score: -30130610.000000 Penalty: 6178.927734
	Iteration 1F: 3 clusters Score -3.013061e+07 nChanged 6959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138215 members 
Mstep: Class 2 contains 118961 members 
Entering Unmasked Estep 
Score: -30132244.000000 Penalty: 6178.927734
	Iteration 2Q: 3 clusters Score -3.013224e+07 nChanged 8156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144177 members 
Mstep: Class 2 contains 112999 members 
Entering Unmasked Estep 
Score: -30134970.000000 Penalty: 6178.927734
	Iteration 3Q: 3 clusters Score -3.013497e+07 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153083 members 
Mstep: Class 2 contains 104093 members 
Entering Unmasked Estep 
Score: -30139618.000000 Penalty: 6178.927734
	Iteration 4Q: 3 clusters Score -3.013962e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165768 members 
Mstep: Class 2 contains 91408 members 
Entering Unmasked Estep 
Score: -30148360.000000 Penalty: 6178.927734
	Iteration 5F: 3 clusters Score -3.014836e+07 nChanged 16869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181947 members 
Mstep: Class 2 contains 75229 members 
Entering Unmasked Estep 
Score: -30161604.000000 Penalty: 6178.927734
	Iteration 6F: 3 clusters Score -3.01616e+07 nChanged 17997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199206 members 
Mstep: Class 2 contains 57970 members 
Entering Unmasked Estep 
Score: -30177354.000000 Penalty: 6178.927734
	Iteration 7F: 3 clusters Score -3.017735e+07 nChanged 15644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213630 members 
Mstep: Class 2 contains 43546 members 
Entering Unmasked Estep 
Score: -30190598.000000 Penalty: 6178.927734
	Iteration 8F: 3 clusters Score -3.01906e+07 nChanged 11847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223961 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -30199478.000000 Penalty: 6178.927734
	Iteration 9Q: 3 clusters Score -3.019948e+07 nChanged 8373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230872 members 
Mstep: Class 2 contains 26304 members 
Entering Unmasked Estep 
Score: -30205066.000000 Penalty: 6178.927734
	Iteration 10Q: 3 clusters Score -3.020507e+07 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235756 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -30208708.000000 Penalty: 6178.927734
	Iteration 11Q: 3 clusters Score -3.020871e+07 nChanged 4395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239367 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -30211264.000000 Penalty: 6178.927734
	Iteration 12Q: 3 clusters Score -3.021126e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242284 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -30213334.000000 Penalty: 6178.927734
	Iteration 13Q: 3 clusters Score -3.021333e+07 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244646 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -30214650.000000 Penalty: 6178.927734
	Iteration 14Q: 3 clusters Score -3.021465e+07 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246539 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -30215892.000000 Penalty: 6178.927734
	Iteration 15Q: 3 clusters Score -3.021589e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248054 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -30216826.000000 Penalty: 6178.927734
	Iteration 16Q: 3 clusters Score -3.021683e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249305 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -30217468.000000 Penalty: 6178.927734
	Iteration 17Q: 3 clusters Score -3.021747e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250295 members 
Mstep: Class 2 contains 6881 members 
Entering Unmasked Estep 
Score: -30218098.000000 Penalty: 6178.927734
	Iteration 18Q: 3 clusters Score -3.02181e+07 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251140 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -30218598.000000 Penalty: 6178.927734
	Iteration 19Q: 3 clusters Score -3.02186e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251796 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -30218968.000000 Penalty: 6178.927734
	Iteration 20F: 3 clusters Score -3.021897e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252314 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -30219310.000000 Penalty: 6178.927734
	Iteration 21Q: 3 clusters Score -3.021931e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252751 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -30219540.000000 Penalty: 6178.927734
	Iteration 22Q: 3 clusters Score -3.021954e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253144 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -30219812.000000 Penalty: 6178.927734
	Iteration 23Q: 3 clusters Score -3.021981e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253452 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -30219946.000000 Penalty: 6178.927734
	Iteration 24Q: 3 clusters Score -3.021995e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253731 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -30220124.000000 Penalty: 6178.927734
	Iteration 25Q: 3 clusters Score -3.022012e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253962 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -30220300.000000 Penalty: 6178.927734
	Iteration 26Q: 3 clusters Score -3.02203e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254153 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -30220410.000000 Penalty: 6178.927734
	Iteration 27Q: 3 clusters Score -3.022041e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254298 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -30220490.000000 Penalty: 6178.927734
	Iteration 28Q: 3 clusters Score -3.022049e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254426 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -30220580.000000 Penalty: 6178.927734
	Iteration 29Q: 3 clusters Score -3.022058e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254529 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -30220626.000000 Penalty: 6178.927734
	Iteration 30Q: 3 clusters Score -3.022063e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254626 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -30220678.000000 Penalty: 6178.927734
	Iteration 31Q: 3 clusters Score -3.022068e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254697 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -30220702.000000 Penalty: 6178.927734
	Iteration 32Q: 3 clusters Score -3.02207e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254775 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -30220726.000000 Penalty: 6178.927734
	Iteration 33Q: 3 clusters Score -3.022073e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254836 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -30220758.000000 Penalty: 6178.927734
	Iteration 34Q: 3 clusters Score -3.022076e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254930 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -30220824.000000 Penalty: 6178.927734
	Iteration 35Q: 3 clusters Score -3.022082e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255012 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -30220844.000000 Penalty: 6178.927734
	Iteration 36Q: 3 clusters Score -3.022084e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255081 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -30220914.000000 Penalty: 6178.927734
	Iteration 37Q: 3 clusters Score -3.022091e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255138 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -30220928.000000 Penalty: 6178.927734
	Iteration 38Q: 3 clusters Score -3.022093e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255186 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -30220964.000000 Penalty: 6178.927734
	Iteration 39Q: 3 clusters Score -3.022096e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255213 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -30220998.000000 Penalty: 6178.927734
	Iteration 40F: 3 clusters Score -3.0221e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255254 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -30221024.000000 Penalty: 6178.927734
	Iteration 41Q: 3 clusters Score -3.022102e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255282 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -30221054.000000 Penalty: 6178.927734
	Iteration 42Q: 3 clusters Score -3.022105e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255305 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -30221044.000000 Penalty: 6178.927734
	Iteration 43Q: 3 clusters Score -3.022104e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255320 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -30221054.000000 Penalty: 6178.927734
	Iteration 44Q: 3 clusters Score -3.022105e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255342 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -30221094.000000 Penalty: 6178.927734
	Iteration 45Q: 3 clusters Score -3.022109e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255366 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -30221120.000000 Penalty: 6178.927734
	Iteration 46Q: 3 clusters Score -3.022112e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255383 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -30221142.000000 Penalty: 6178.927734
	Iteration 47Q: 3 clusters Score -3.022114e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255397 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -30221130.000000 Penalty: 6178.927734
	Iteration 48Q: 3 clusters Score -3.022113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255411 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -30221152.000000 Penalty: 6178.927734
	Iteration 49Q: 3 clusters Score -3.022115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255419 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -30221160.000000 Penalty: 6178.927734
	Iteration 50Q: 3 clusters Score -3.022116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255431 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -30221170.000000 Penalty: 6178.927734
	Iteration 51Q: 3 clusters Score -3.022117e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255438 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -30221166.000000 Penalty: 6178.927734
	Iteration 52Q: 3 clusters Score -3.022117e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255448 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -30221174.000000 Penalty: 6178.927734
	Iteration 53Q: 3 clusters Score -3.022117e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255456 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -30221176.000000 Penalty: 6178.927734
	Iteration 54Q: 3 clusters Score -3.022118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255459 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -30221180.000000 Penalty: 6178.927734
	Iteration 55Q: 3 clusters Score -3.022118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255468 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -30221192.000000 Penalty: 6178.927734
	Iteration 56Q: 3 clusters Score -3.022119e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255483 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -30221210.000000 Penalty: 6178.927734
	Iteration 57Q: 3 clusters Score -3.022121e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255502 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -30221224.000000 Penalty: 6178.927734
	Iteration 58Q: 3 clusters Score -3.022122e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255513 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -30221212.000000 Penalty: 6178.927734
	Iteration 59Q: 3 clusters Score -3.022121e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255519 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -30221226.000000 Penalty: 6178.927734
	Iteration 60F: 3 clusters Score -3.022123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255529 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -30221266.000000 Penalty: 6178.927734
	Iteration 61Q: 3 clusters Score -3.022127e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255536 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -30221250.000000 Penalty: 6178.927734
	Iteration 62Q: 3 clusters Score -3.022125e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255537 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -30221250.000000 Penalty: 6178.927734
	Iteration 63Q: 3 clusters Score -3.022125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255539 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -30221246.000000 Penalty: 6178.927734
	Iteration 64Q: 3 clusters Score -3.022125e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255539 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -30221244.000000 Penalty: 6178.927734
	Iteration 65Q: 3 clusters Score -3.022124e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255541 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -30221258.000000 Penalty: 6178.927734
	Iteration 66Q: 3 clusters Score -3.022126e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255542 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -30221268.000000 Penalty: 6178.927734
	Iteration 67Q: 3 clusters Score -3.022127e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255542 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -30221268.000000 Penalty: 6178.927734
	Iteration 68F: 3 clusters Score -3.022127e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (91847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91847 members 
Entering Unmasked Estep 
Score: -10511562.000000 Penalty: 2834.114014
	Iteration 0F: 2 clusters Score -1.051156e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45934 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -10450003.000000 Penalty: 5668.228027
	Iteration 0F: 3 clusters Score -1.045e+07 nChanged 43287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -10474366.000000 Penalty: 5668.228027
	Iteration 1F: 3 clusters Score -1.047437e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46788 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -10474885.000000 Penalty: 5668.228027
	Iteration 2Q: 3 clusters Score -1.047488e+07 nChanged 2760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47402 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -10475414.000000 Penalty: 5668.228027
	Iteration 3Q: 3 clusters Score -1.047541e+07 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48262 members 
Mstep: Class 2 contains 43585 members 
Entering Unmasked Estep 
Score: -10476074.000000 Penalty: 5668.228027
	Iteration 4Q: 3 clusters Score -1.047607e+07 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49633 members 
Mstep: Class 2 contains 42214 members 
Entering Unmasked Estep 
Score: -10476905.000000 Penalty: 5668.228027
	Iteration 5Q: 3 clusters Score -1.04769e+07 nChanged 3221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51534 members 
Mstep: Class 2 contains 40313 members 
Entering Unmasked Estep 
Score: -10477857.000000 Penalty: 5668.228027
	Iteration 6Q: 3 clusters Score -1.047786e+07 nChanged 3828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54236 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -10479339.000000 Penalty: 5668.228027
	Iteration 7Q: 3 clusters Score -1.047934e+07 nChanged 4605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57957 members 
Mstep: Class 2 contains 33890 members 
Entering Unmasked Estep 
Score: -10481398.000000 Penalty: 5668.228027
	Iteration 8F: 3 clusters Score -1.04814e+07 nChanged 5408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62795 members 
Mstep: Class 2 contains 29052 members 
Entering Unmasked Estep 
Score: -10484429.000000 Penalty: 5668.228027
	Iteration 9F: 3 clusters Score -1.048443e+07 nChanged 6155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68582 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -10488331.000000 Penalty: 5668.228027
	Iteration 10F: 3 clusters Score -1.048833e+07 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74578 members 
Mstep: Class 2 contains 17269 members 
Entering Unmasked Estep 
Score: -10492761.000000 Penalty: 5668.228027
	Iteration 11F: 3 clusters Score -1.049276e+07 nChanged 5720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80250 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -10497395.000000 Penalty: 5668.228027
	Iteration 12F: 3 clusters Score -1.04974e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85156 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -10502213.000000 Penalty: 5668.228027
	Iteration 13F: 3 clusters Score -1.050221e+07 nChanged 3491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88643 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -10506011.000000 Penalty: 5668.228027
	Iteration 14Q: 3 clusters Score -1.050601e+07 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90526 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -10507956.000000 Penalty: 5668.228027
	Iteration 15Q: 3 clusters Score -1.050796e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91154 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -10508603.000000 Penalty: 5668.228027
	Iteration 16Q: 3 clusters Score -1.05086e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91324 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -10508814.000000 Penalty: 5668.228027
	Iteration 17Q: 3 clusters Score -1.050881e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91401 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -10508892.000000 Penalty: 5668.228027
	Iteration 18Q: 3 clusters Score -1.050889e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91449 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -10508955.000000 Penalty: 5668.228027
	Iteration 19Q: 3 clusters Score -1.050896e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91475 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -10509010.000000 Penalty: 5668.228027
	Iteration 20F: 3 clusters Score -1.050901e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91487 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10509037.000000 Penalty: 5668.228027
	Iteration 21Q: 3 clusters Score -1.050904e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91500 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10509076.000000 Penalty: 5668.228027
	Iteration 22Q: 3 clusters Score -1.050908e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91509 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10509083.000000 Penalty: 5668.228027
	Iteration 23Q: 3 clusters Score -1.050908e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91516 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10509107.000000 Penalty: 5668.228027
	Iteration 24Q: 3 clusters Score -1.050911e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10509121.000000 Penalty: 5668.228027
	Iteration 25Q: 3 clusters Score -1.050912e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10509137.000000 Penalty: 5668.228027
	Iteration 26Q: 3 clusters Score -1.050914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91527 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -10509138.000000 Penalty: 5668.228027
	Iteration 27Q: 3 clusters Score -1.050914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91526 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -10509142.000000 Penalty: 5668.228027
	Iteration 28Q: 3 clusters Score -1.050914e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91528 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10509151.000000 Penalty: 5668.228027
	Iteration 29Q: 3 clusters Score -1.050915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91529 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -10509155.000000 Penalty: 5668.228027
	Iteration 30Q: 3 clusters Score -1.050916e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91530 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -10509155.000000 Penalty: 5668.228027
	Iteration 31Q: 3 clusters Score -1.050916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91532 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -10509156.000000 Penalty: 5668.228027
	Iteration 32Q: 3 clusters Score -1.050916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91534 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -10509157.000000 Penalty: 5668.228027
	Iteration 33Q: 3 clusters Score -1.050916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10509159.000000 Penalty: 5668.228027
	Iteration 34Q: 3 clusters Score -1.050916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10509166.000000 Penalty: 5668.228027
	Iteration 35Q: 3 clusters Score -1.050917e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10509165.000000 Penalty: 5668.228027
	Iteration 36Q: 3 clusters Score -1.050916e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10509175.000000 Penalty: 5668.228027
	Iteration 37Q: 3 clusters Score -1.050918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10509176.000000 Penalty: 5668.228027
	Iteration 38Q: 3 clusters Score -1.050918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91536 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -10509186.000000 Penalty: 5668.228027
	Iteration 39Q: 3 clusters Score -1.050919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91537 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10509180.000000 Penalty: 5668.228027
	Iteration 40F: 3 clusters Score -1.050918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10509183.000000 Penalty: 5668.228027
	Iteration 41Q: 3 clusters Score -1.050918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91538 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -10509183.000000 Penalty: 5668.228027
	Iteration 42F: 3 clusters Score -1.050918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11303 members 
Entering Unmasked Estep 
Score: -1269502.125000 Penalty: 2314.540283
	Iteration 0F: 2 clusters Score -1269502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1260972.875000 Penalty: 4629.080566
	Iteration 0F: 3 clusters Score -1260973 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1263572.250000 Penalty: 4629.080566
	Iteration 1F: 3 clusters Score -1263572 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1263916.625000 Penalty: 4629.080566
	Iteration 2F: 3 clusters Score -1263917 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -1264194.875000 Penalty: 4629.080566
	Iteration 3Q: 3 clusters Score -1264195 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -1264427.750000 Penalty: 4629.080566
	Iteration 4Q: 3 clusters Score -1264428 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1264625.250000 Penalty: 4629.080566
	Iteration 5Q: 3 clusters Score -1264625 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -1264801.625000 Penalty: 4629.080566
	Iteration 6Q: 3 clusters Score -1264802 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -1264981.750000 Penalty: 4629.080566
	Iteration 7Q: 3 clusters Score -1264982 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -1265155.375000 Penalty: 4629.080566
	Iteration 8Q: 3 clusters Score -1265155 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -1265319.500000 Penalty: 4629.080566
	Iteration 9Q: 3 clusters Score -1265320 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -1265469.625000 Penalty: 4629.080566
	Iteration 10Q: 3 clusters Score -1265470 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1265621.250000 Penalty: 4629.080566
	Iteration 11Q: 3 clusters Score -1265621 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -1265760.875000 Penalty: 4629.080566
	Iteration 12Q: 3 clusters Score -1265761 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -1265909.250000 Penalty: 4629.080566
	Iteration 13Q: 3 clusters Score -1265909 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1266058.000000 Penalty: 4629.080566
	Iteration 14Q: 3 clusters Score -1266058 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7614 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1266196.000000 Penalty: 4629.080566
	Iteration 15Q: 3 clusters Score -1266196 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1266313.875000 Penalty: 4629.080566
	Iteration 16Q: 3 clusters Score -1266314 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1266414.125000 Penalty: 4629.080566
	Iteration 17Q: 3 clusters Score -1266414 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1266505.875000 Penalty: 4629.080566
	Iteration 18Q: 3 clusters Score -1266506 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -1266591.500000 Penalty: 4629.080566
	Iteration 19Q: 3 clusters Score -1266592 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1266667.875000 Penalty: 4629.080566
	Iteration 20F: 3 clusters Score -1266668 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1266738.500000 Penalty: 4629.080566
	Iteration 21Q: 3 clusters Score -1266738 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -1266809.250000 Penalty: 4629.080566
	Iteration 22Q: 3 clusters Score -1266809 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8677 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1266863.000000 Penalty: 4629.080566
	Iteration 23Q: 3 clusters Score -1266863 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -1266907.375000 Penalty: 4629.080566
	Iteration 24Q: 3 clusters Score -1266907 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -1266943.000000 Penalty: 4629.080566
	Iteration 25Q: 3 clusters Score -1266943 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8941 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1266973.625000 Penalty: 4629.080566
	Iteration 26Q: 3 clusters Score -1266974 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -1266999.000000 Penalty: 4629.080566
	Iteration 27Q: 3 clusters Score -1266999 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1267010.875000 Penalty: 4629.080566
	Iteration 28Q: 3 clusters Score -1267011 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1267027.500000 Penalty: 4629.080566
	Iteration 29Q: 3 clusters Score -1267028 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1267042.250000 Penalty: 4629.080566
	Iteration 30Q: 3 clusters Score -1267042 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1267044.000000 Penalty: 4629.080566
	Iteration 31Q: 3 clusters Score -1267044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1267056.250000 Penalty: 4629.080566
	Iteration 32Q: 3 clusters Score -1267056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -1267068.125000 Penalty: 4629.080566
	Iteration 33Q: 3 clusters Score -1267068 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1267076.625000 Penalty: 4629.080566
	Iteration 34Q: 3 clusters Score -1267077 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1267088.125000 Penalty: 4629.080566
	Iteration 35Q: 3 clusters Score -1267088 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -1267093.875000 Penalty: 4629.080566
	Iteration 36Q: 3 clusters Score -1267094 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -1267100.625000 Penalty: 4629.080566
	Iteration 37Q: 3 clusters Score -1267101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1267105.750000 Penalty: 4629.080566
	Iteration 38Q: 3 clusters Score -1267106 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1267118.625000 Penalty: 4629.080566
	Iteration 39Q: 3 clusters Score -1267119 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9467 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1267130.750000 Penalty: 4629.080566
	Iteration 40F: 3 clusters Score -1267131 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1267145.625000 Penalty: 4629.080566
	Iteration 41Q: 3 clusters Score -1267146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -1267163.000000 Penalty: 4629.080566
	Iteration 42Q: 3 clusters Score -1267163 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9597 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1267186.625000 Penalty: 4629.080566
	Iteration 43Q: 3 clusters Score -1267187 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -1267217.875000 Penalty: 4629.080566
	Iteration 44Q: 3 clusters Score -1267218 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1267237.500000 Penalty: 4629.080566
	Iteration 45Q: 3 clusters Score -1267238 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1267257.500000 Penalty: 4629.080566
	Iteration 46Q: 3 clusters Score -1267258 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1267271.375000 Penalty: 4629.080566
	Iteration 47Q: 3 clusters Score -1267271 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -1267286.000000 Penalty: 4629.080566
	Iteration 48Q: 3 clusters Score -1267286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1267300.625000 Penalty: 4629.080566
	Iteration 49Q: 3 clusters Score -1267301 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1267318.750000 Penalty: 4629.080566
	Iteration 50Q: 3 clusters Score -1267319 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1267335.375000 Penalty: 4629.080566
	Iteration 51Q: 3 clusters Score -1267335 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9955 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -1267353.125000 Penalty: 4629.080566
	Iteration 52Q: 3 clusters Score -1267353 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9986 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1267370.000000 Penalty: 4629.080566
	Iteration 53Q: 3 clusters Score -1267370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1267376.250000 Penalty: 4629.080566
	Iteration 54Q: 3 clusters Score -1267376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -1267389.750000 Penalty: 4629.080566
	Iteration 55Q: 3 clusters Score -1267390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1267395.375000 Penalty: 4629.080566
	Iteration 56Q: 3 clusters Score -1267395 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1267403.375000 Penalty: 4629.080566
	Iteration 57Q: 3 clusters Score -1267403 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1267408.000000 Penalty: 4629.080566
	Iteration 58Q: 3 clusters Score -1267408 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10077 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1267409.000000 Penalty: 4629.080566
	Iteration 59Q: 3 clusters Score -1267409 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1267412.875000 Penalty: 4629.080566
	Iteration 60F: 3 clusters Score -1267413 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1267414.250000 Penalty: 4629.080566
	Iteration 61Q: 3 clusters Score -1267414 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10096 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1267420.750000 Penalty: 4629.080566
	Iteration 62Q: 3 clusters Score -1267421 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1267422.625000 Penalty: 4629.080566
	Iteration 63Q: 3 clusters Score -1267423 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1267432.250000 Penalty: 4629.080566
	Iteration 64Q: 3 clusters Score -1267432 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1267435.875000 Penalty: 4629.080566
	Iteration 65Q: 3 clusters Score -1267436 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1267440.000000 Penalty: 4629.080566
	Iteration 66Q: 3 clusters Score -1267440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1267444.750000 Penalty: 4629.080566
	Iteration 67Q: 3 clusters Score -1267445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1267452.000000 Penalty: 4629.080566
	Iteration 68Q: 3 clusters Score -1267452 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1267454.625000 Penalty: 4629.080566
	Iteration 69Q: 3 clusters Score -1267455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1267458.000000 Penalty: 4629.080566
	Iteration 70Q: 3 clusters Score -1267458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10191 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1267464.000000 Penalty: 4629.080566
	Iteration 71Q: 3 clusters Score -1267464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1267466.500000 Penalty: 4629.080566
	Iteration 72Q: 3 clusters Score -1267466 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1267477.250000 Penalty: 4629.080566
	Iteration 73Q: 3 clusters Score -1267477 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1267482.750000 Penalty: 4629.080566
	Iteration 74Q: 3 clusters Score -1267483 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1267494.125000 Penalty: 4629.080566
	Iteration 75Q: 3 clusters Score -1267494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10274 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1267500.875000 Penalty: 4629.080566
	Iteration 76Q: 3 clusters Score -1267501 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -1267510.000000 Penalty: 4629.080566
	Iteration 77Q: 3 clusters Score -1267510 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10311 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1267517.250000 Penalty: 4629.080566
	Iteration 78Q: 3 clusters Score -1267517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -1267528.750000 Penalty: 4629.080566
	Iteration 79Q: 3 clusters Score -1267529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -1267539.625000 Penalty: 4629.080566
	Iteration 80F: 3 clusters Score -1267540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10358 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1267546.750000 Penalty: 4629.080566
	Iteration 81Q: 3 clusters Score -1267547 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1267553.500000 Penalty: 4629.080566
	Iteration 82Q: 3 clusters Score -1267554 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1267556.625000 Penalty: 4629.080566
	Iteration 83Q: 3 clusters Score -1267557 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1267563.125000 Penalty: 4629.080566
	Iteration 84Q: 3 clusters Score -1267563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -1267568.625000 Penalty: 4629.080566
	Iteration 85Q: 3 clusters Score -1267569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1267574.250000 Penalty: 4629.080566
	Iteration 86Q: 3 clusters Score -1267574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -1267579.375000 Penalty: 4629.080566
	Iteration 87Q: 3 clusters Score -1267579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1267587.750000 Penalty: 4629.080566
	Iteration 88Q: 3 clusters Score -1267588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1267587.125000 Penalty: 4629.080566
	Iteration 89Q: 3 clusters Score -1267587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1267586.750000 Penalty: 4629.080566
	Iteration 90Q: 3 clusters Score -1267587 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1267590.125000 Penalty: 4629.080566
	Iteration 91Q: 3 clusters Score -1267590 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1267591.000000 Penalty: 4629.080566
	Iteration 92Q: 3 clusters Score -1267591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10438 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1267592.375000 Penalty: 4629.080566
	Iteration 93Q: 3 clusters Score -1267592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10441 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1267595.500000 Penalty: 4629.080566
	Iteration 94Q: 3 clusters Score -1267596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1267596.750000 Penalty: 4629.080566
	Iteration 95Q: 3 clusters Score -1267597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1267597.625000 Penalty: 4629.080566
	Iteration 96Q: 3 clusters Score -1267598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1267598.750000 Penalty: 4629.080566
	Iteration 97Q: 3 clusters Score -1267599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -1267600.625000 Penalty: 4629.080566
	Iteration 98Q: 3 clusters Score -1267601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -1267602.000000 Penalty: 4629.080566
	Iteration 99Q: 3 clusters Score -1267602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1267602.750000 Penalty: 4629.080566
	Iteration 100F: 3 clusters Score -1267603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -1267608.125000 Penalty: 4629.080566
	Iteration 101Q: 3 clusters Score -1267608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1267608.500000 Penalty: 4629.080566
	Iteration 102Q: 3 clusters Score -1267608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1267607.125000 Penalty: 4629.080566
	Iteration 103Q: 3 clusters Score -1267607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1267610.250000 Penalty: 4629.080566
	Iteration 104Q: 3 clusters Score -1267610 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1267610.125000 Penalty: 4629.080566
	Iteration 105Q: 3 clusters Score -1267610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10463 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -1267610.125000 Penalty: 4629.080566
	Iteration 106F: 3 clusters Score -1267610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9091 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Entering Unmasked Estep 
Score: -1013682.312500 Penalty: 2260.529785
	Iteration 0F: 2 clusters Score -1013682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -1006564.250000 Penalty: 4521.059570
	Iteration 0F: 3 clusters Score -1006564 nChanged 3748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -1008777.312500 Penalty: 4521.059570
	Iteration 1F: 3 clusters Score -1008777 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1009401.937500 Penalty: 4521.059570
	Iteration 2F: 3 clusters Score -1009402 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -1010094.625000 Penalty: 4521.059570
	Iteration 3F: 3 clusters Score -1010095 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -1010791.937500 Penalty: 4521.059570
	Iteration 4F: 3 clusters Score -1010792 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -1011417.375000 Penalty: 4521.059570
	Iteration 5F: 3 clusters Score -1011417 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1011893.687500 Penalty: 4521.059570
	Iteration 6F: 3 clusters Score -1011894 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1012184.500000 Penalty: 4521.059570
	Iteration 7Q: 3 clusters Score -1012184 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1012326.937500 Penalty: 4521.059570
	Iteration 8Q: 3 clusters Score -1012327 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1012401.562500 Penalty: 4521.059570
	Iteration 9Q: 3 clusters Score -1012402 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1012441.812500 Penalty: 4521.059570
	Iteration 10Q: 3 clusters Score -1012442 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1012463.687500 Penalty: 4521.059570
	Iteration 11Q: 3 clusters Score -1012464 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7356 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -1012478.625000 Penalty: 4521.059570
	Iteration 12Q: 3 clusters Score -1012479 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1012489.625000 Penalty: 4521.059570
	Iteration 13Q: 3 clusters Score -1012490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1012493.125000 Penalty: 4521.059570
	Iteration 14Q: 3 clusters Score -1012493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -1012493.562500 Penalty: 4521.059570
	Iteration 15Q: 3 clusters Score -1012494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1012498.500000 Penalty: 4521.059570
	Iteration 16Q: 3 clusters Score -1012498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1012502.125000 Penalty: 4521.059570
	Iteration 17Q: 3 clusters Score -1012502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -1012503.687500 Penalty: 4521.059570
	Iteration 18Q: 3 clusters Score -1012504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7416 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1012505.937500 Penalty: 4521.059570
	Iteration 19Q: 3 clusters Score -1012506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1012507.750000 Penalty: 4521.059570
	Iteration 20F: 3 clusters Score -1012508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -1012507.562500 Penalty: 4521.059570
	Iteration 21Q: 3 clusters Score -1012508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1012508.500000 Penalty: 4521.059570
	Iteration 22Q: 3 clusters Score -1012508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7424 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1012508.062500 Penalty: 4521.059570
	Iteration 23Q: 3 clusters Score -1012508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1012507.187500 Penalty: 4521.059570
	Iteration 24Q: 3 clusters Score -1012507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1012507.187500 Penalty: 4521.059570
	Iteration 25F: 3 clusters Score -1012507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Entering Unmasked Estep 
Score: -2210725.750000 Penalty: 2452.178223
	Iteration 0F: 2 clusters Score -2210726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -2196939.250000 Penalty: 4904.356445
	Iteration 0F: 3 clusters Score -2196939 nChanged 8513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -2201651.250000 Penalty: 4904.356445
	Iteration 1F: 3 clusters Score -2201651 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
Score: -2202209.000000 Penalty: 4904.356445
	Iteration 2F: 3 clusters Score -2202209 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 11151 members 
Entering Unmasked Estep 
Score: -2202722.250000 Penalty: 4904.356445
	Iteration 3F: 3 clusters Score -2202722 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -2203282.250000 Penalty: 4904.356445
	Iteration 4F: 3 clusters Score -2203282 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -2203816.750000 Penalty: 4904.356445
	Iteration 5Q: 3 clusters Score -2203817 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -2204370.000000 Penalty: 4904.356445
	Iteration 6Q: 3 clusters Score -2204370 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -2204890.250000 Penalty: 4904.356445
	Iteration 7Q: 3 clusters Score -2204890 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -2205415.250000 Penalty: 4904.356445
	Iteration 8Q: 3 clusters Score -2205415 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -2205964.250000 Penalty: 4904.356445
	Iteration 9Q: 3 clusters Score -2205964 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -2206459.750000 Penalty: 4904.356445
	Iteration 10Q: 3 clusters Score -2206460 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -2206863.250000 Penalty: 4904.356445
	Iteration 11Q: 3 clusters Score -2206863 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -2207225.500000 Penalty: 4904.356445
	Iteration 12Q: 3 clusters Score -2207226 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -2207559.250000 Penalty: 4904.356445
	Iteration 13Q: 3 clusters Score -2207559 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 17025 members 
Entering Unmasked Estep 
Score: -2207808.750000 Penalty: 4904.356445
	Iteration 14Q: 3 clusters Score -2207809 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 17323 members 
Entering Unmasked Estep 
Score: -2207987.250000 Penalty: 4904.356445
	Iteration 15Q: 3 clusters Score -2207987 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -2208116.000000 Penalty: 4904.356445
	Iteration 16Q: 3 clusters Score -2208116 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -2208216.000000 Penalty: 4904.356445
	Iteration 17Q: 3 clusters Score -2208216 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -2208305.500000 Penalty: 4904.356445
	Iteration 18Q: 3 clusters Score -2208306 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -2208383.250000 Penalty: 4904.356445
	Iteration 19Q: 3 clusters Score -2208383 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2208428.750000 Penalty: 4904.356445
	Iteration 20F: 3 clusters Score -2208429 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 18260 members 
Entering Unmasked Estep 
Score: -2208474.500000 Penalty: 4904.356445
	Iteration 21Q: 3 clusters Score -2208474 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 18336 members 
Entering Unmasked Estep 
Score: -2208519.500000 Penalty: 4904.356445
	Iteration 22Q: 3 clusters Score -2208520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -2208551.250000 Penalty: 4904.356445
	Iteration 23Q: 3 clusters Score -2208551 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -2208575.000000 Penalty: 4904.356445
	Iteration 24Q: 3 clusters Score -2208575 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 18513 members 
Entering Unmasked Estep 
Score: -2208594.500000 Penalty: 4904.356445
	Iteration 25Q: 3 clusters Score -2208594 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2208612.750000 Penalty: 4904.356445
	Iteration 26Q: 3 clusters Score -2208613 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18588 members 
Entering Unmasked Estep 
Score: -2208627.000000 Penalty: 4904.356445
	Iteration 27Q: 3 clusters Score -2208627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2208640.000000 Penalty: 4904.356445
	Iteration 28Q: 3 clusters Score -2208640 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -2208650.750000 Penalty: 4904.356445
	Iteration 29Q: 3 clusters Score -2208651 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -2208656.250000 Penalty: 4904.356445
	Iteration 30Q: 3 clusters Score -2208656 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2208662.500000 Penalty: 4904.356445
	Iteration 31Q: 3 clusters Score -2208662 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 18698 members 
Entering Unmasked Estep 
Score: -2208670.250000 Penalty: 4904.356445
	Iteration 32Q: 3 clusters Score -2208670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 18714 members 
Entering Unmasked Estep 
Score: -2208681.000000 Penalty: 4904.356445
	Iteration 33Q: 3 clusters Score -2208681 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -2208691.250000 Penalty: 4904.356445
	Iteration 34Q: 3 clusters Score -2208691 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18743 members 
Entering Unmasked Estep 
Score: -2208693.250000 Penalty: 4904.356445
	Iteration 35Q: 3 clusters Score -2208693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18755 members 
Entering Unmasked Estep 
Score: -2208699.750000 Penalty: 4904.356445
	Iteration 36Q: 3 clusters Score -2208700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -2208708.750000 Penalty: 4904.356445
	Iteration 37Q: 3 clusters Score -2208709 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2208709.500000 Penalty: 4904.356445
	Iteration 38Q: 3 clusters Score -2208710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 18794 members 
Entering Unmasked Estep 
Score: -2208718.000000 Penalty: 4904.356445
	Iteration 39Q: 3 clusters Score -2208718 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -2208720.000000 Penalty: 4904.356445
	Iteration 40F: 3 clusters Score -2208720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -2208720.250000 Penalty: 4904.356445
	Iteration 41Q: 3 clusters Score -2208720 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18822 members 
Entering Unmasked Estep 
Score: -2208723.750000 Penalty: 4904.356445
	Iteration 42Q: 3 clusters Score -2208724 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -2208725.500000 Penalty: 4904.356445
	Iteration 43Q: 3 clusters Score -2208726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -2208726.500000 Penalty: 4904.356445
	Iteration 44Q: 3 clusters Score -2208726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 18838 members 
Entering Unmasked Estep 
Score: -2208731.500000 Penalty: 4904.356445
	Iteration 45Q: 3 clusters Score -2208732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18844 members 
Entering Unmasked Estep 
Score: -2208736.500000 Penalty: 4904.356445
	Iteration 46Q: 3 clusters Score -2208736 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2208742.000000 Penalty: 4904.356445
	Iteration 47Q: 3 clusters Score -2208742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2208743.250000 Penalty: 4904.356445
	Iteration 48Q: 3 clusters Score -2208743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18864 members 
Entering Unmasked Estep 
Score: -2208745.750000 Penalty: 4904.356445
	Iteration 49Q: 3 clusters Score -2208746 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -2208743.500000 Penalty: 4904.356445
	Iteration 50Q: 3 clusters Score -2208744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -2208746.500000 Penalty: 4904.356445
	Iteration 51Q: 3 clusters Score -2208746 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -2208748.250000 Penalty: 4904.356445
	Iteration 52Q: 3 clusters Score -2208748 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2208748.000000 Penalty: 4904.356445
	Iteration 53Q: 3 clusters Score -2208748 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -2208748.000000 Penalty: 4904.356445
	Iteration 54F: 3 clusters Score -2208748 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (156430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156430 members 
Entering Unmasked Estep 
Score: -18396816.000000 Penalty: 2966.170410
	Iteration 0F: 2 clusters Score -1.839682e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78104 members 
Mstep: Class 2 contains 78326 members 
Entering Unmasked Estep 
Score: -18292600.000000 Penalty: 5932.340820
	Iteration 0F: 3 clusters Score -1.82926e+07 nChanged 75097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75833 members 
Mstep: Class 2 contains 80597 members 
Entering Unmasked Estep 
Score: -18336000.000000 Penalty: 5932.340820
	Iteration 1F: 3 clusters Score -1.8336e+07 nChanged 4969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74450 members 
Mstep: Class 2 contains 81980 members 
Entering Unmasked Estep 
Score: -18337398.000000 Penalty: 5932.340820
	Iteration 2Q: 3 clusters Score -1.83374e+07 nChanged 5916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72258 members 
Mstep: Class 2 contains 84172 members 
Entering Unmasked Estep 
Score: -18339652.000000 Penalty: 5932.340820
	Iteration 3Q: 3 clusters Score -1.833965e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68744 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -18343302.000000 Penalty: 5932.340820
	Iteration 4Q: 3 clusters Score -1.83433e+07 nChanged 9742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63190 members 
Mstep: Class 2 contains 93240 members 
Entering Unmasked Estep 
Score: -18349244.000000 Penalty: 5932.340820
	Iteration 5F: 3 clusters Score -1.834924e+07 nChanged 12175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55357 members 
Mstep: Class 2 contains 101073 members 
Entering Unmasked Estep 
Score: -18358640.000000 Penalty: 5932.340820
	Iteration 6F: 3 clusters Score -1.835864e+07 nChanged 13059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 109942 members 
Entering Unmasked Estep 
Score: -18371256.000000 Penalty: 5932.340820
	Iteration 7F: 3 clusters Score -1.837126e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39208 members 
Mstep: Class 2 contains 117222 members 
Entering Unmasked Estep 
Score: -18383196.000000 Penalty: 5932.340820
	Iteration 8F: 3 clusters Score -1.83832e+07 nChanged 7298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35376 members 
Mstep: Class 2 contains 121054 members 
Entering Unmasked Estep 
Score: -18388914.000000 Penalty: 5932.340820
	Iteration 9Q: 3 clusters Score -1.838891e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33067 members 
Mstep: Class 2 contains 123363 members 
Entering Unmasked Estep 
Score: -18391040.000000 Penalty: 5932.340820
	Iteration 10Q: 3 clusters Score -1.839104e+07 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31165 members 
Mstep: Class 2 contains 125265 members 
Entering Unmasked Estep 
Score: -18391932.000000 Penalty: 5932.340820
	Iteration 11Q: 3 clusters Score -1.839193e+07 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 126947 members 
Entering Unmasked Estep 
Score: -18392702.000000 Penalty: 5932.340820
	Iteration 12Q: 3 clusters Score -1.83927e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 128475 members 
Entering Unmasked Estep 
Score: -18393316.000000 Penalty: 5932.340820
	Iteration 13Q: 3 clusters Score -1.839332e+07 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 129866 members 
Entering Unmasked Estep 
Score: -18393718.000000 Penalty: 5932.340820
	Iteration 14Q: 3 clusters Score -1.839372e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25298 members 
Mstep: Class 2 contains 131132 members 
Entering Unmasked Estep 
Score: -18394086.000000 Penalty: 5932.340820
	Iteration 15Q: 3 clusters Score -1.839409e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 132283 members 
Entering Unmasked Estep 
Score: -18394388.000000 Penalty: 5932.340820
	Iteration 16Q: 3 clusters Score -1.839439e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 133320 members 
Entering Unmasked Estep 
Score: -18394608.000000 Penalty: 5932.340820
	Iteration 17Q: 3 clusters Score -1.839461e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 134296 members 
Entering Unmasked Estep 
Score: -18394814.000000 Penalty: 5932.340820
	Iteration 18Q: 3 clusters Score -1.839481e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 135190 members 
Entering Unmasked Estep 
Score: -18395054.000000 Penalty: 5932.340820
	Iteration 19Q: 3 clusters Score -1.839505e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 136073 members 
Entering Unmasked Estep 
Score: -18395218.000000 Penalty: 5932.340820
	Iteration 20F: 3 clusters Score -1.839522e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 136880 members 
Entering Unmasked Estep 
Score: -18395390.000000 Penalty: 5932.340820
	Iteration 21Q: 3 clusters Score -1.839539e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 137605 members 
Entering Unmasked Estep 
Score: -18395512.000000 Penalty: 5932.340820
	Iteration 22Q: 3 clusters Score -1.839551e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 138273 members 
Entering Unmasked Estep 
Score: -18395642.000000 Penalty: 5932.340820
	Iteration 23Q: 3 clusters Score -1.839564e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 138881 members 
Entering Unmasked Estep 
Score: -18395734.000000 Penalty: 5932.340820
	Iteration 24Q: 3 clusters Score -1.839573e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16949 members 
Mstep: Class 2 contains 139481 members 
Entering Unmasked Estep 
Score: -18395854.000000 Penalty: 5932.340820
	Iteration 25Q: 3 clusters Score -1.839585e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 140045 members 
Entering Unmasked Estep 
Score: -18395964.000000 Penalty: 5932.340820
	Iteration 26Q: 3 clusters Score -1.839596e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 140556 members 
Entering Unmasked Estep 
Score: -18396036.000000 Penalty: 5932.340820
	Iteration 27Q: 3 clusters Score -1.839604e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15430 members 
Mstep: Class 2 contains 141000 members 
Entering Unmasked Estep 
Score: -18396056.000000 Penalty: 5932.340820
	Iteration 28Q: 3 clusters Score -1.839606e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 141400 members 
Entering Unmasked Estep 
Score: -18396108.000000 Penalty: 5932.340820
	Iteration 29Q: 3 clusters Score -1.839611e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 141789 members 
Entering Unmasked Estep 
Score: -18396162.000000 Penalty: 5932.340820
	Iteration 30Q: 3 clusters Score -1.839616e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 142159 members 
Entering Unmasked Estep 
Score: -18396192.000000 Penalty: 5932.340820
	Iteration 31Q: 3 clusters Score -1.839619e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13915 members 
Mstep: Class 2 contains 142515 members 
Entering Unmasked Estep 
Score: -18396248.000000 Penalty: 5932.340820
	Iteration 32Q: 3 clusters Score -1.839625e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 142873 members 
Entering Unmasked Estep 
Score: -18396270.000000 Penalty: 5932.340820
	Iteration 33Q: 3 clusters Score -1.839627e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13228 members 
Mstep: Class 2 contains 143202 members 
Entering Unmasked Estep 
Score: -18396300.000000 Penalty: 5932.340820
	Iteration 34Q: 3 clusters Score -1.83963e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 143497 members 
Entering Unmasked Estep 
Score: -18396268.000000 Penalty: 5932.340820
	Iteration 35Q: 3 clusters Score -1.839627e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12654 members 
Mstep: Class 2 contains 143776 members 
Entering Unmasked Estep 
Score: -18396336.000000 Penalty: 5932.340820
	Iteration 36Q: 3 clusters Score -1.839634e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 144041 members 
Entering Unmasked Estep 
Score: -18396348.000000 Penalty: 5932.340820
	Iteration 37Q: 3 clusters Score -1.839635e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 144290 members 
Entering Unmasked Estep 
Score: -18396344.000000 Penalty: 5932.340820
	Iteration 38Q: 3 clusters Score -1.839634e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 144498 members 
Entering Unmasked Estep 
Score: -18396388.000000 Penalty: 5932.340820
	Iteration 39Q: 3 clusters Score -1.839639e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11739 members 
Mstep: Class 2 contains 144691 members 
Entering Unmasked Estep 
Score: -18396432.000000 Penalty: 5932.340820
	Iteration 40F: 3 clusters Score -1.839643e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 144883 members 
Entering Unmasked Estep 
Score: -18396450.000000 Penalty: 5932.340820
	Iteration 41Q: 3 clusters Score -1.839645e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 145084 members 
Entering Unmasked Estep 
Score: -18396504.000000 Penalty: 5932.340820
	Iteration 42Q: 3 clusters Score -1.83965e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 145279 members 
Entering Unmasked Estep 
Score: -18396516.000000 Penalty: 5932.340820
	Iteration 43Q: 3 clusters Score -1.839652e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 145456 members 
Entering Unmasked Estep 
Score: -18396516.000000 Penalty: 5932.340820
	Iteration 44Q: 3 clusters Score -1.839652e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 145627 members 
Entering Unmasked Estep 
Score: -18396502.000000 Penalty: 5932.340820
	Iteration 45Q: 3 clusters Score -1.83965e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 145787 members 
Entering Unmasked Estep 
Score: -18396528.000000 Penalty: 5932.340820
	Iteration 46Q: 3 clusters Score -1.839653e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 145942 members 
Entering Unmasked Estep 
Score: -18396528.000000 Penalty: 5932.340820
	Iteration 47Q: 3 clusters Score -1.839653e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 146102 members 
Entering Unmasked Estep 
Score: -18396528.000000 Penalty: 5932.340820
	Iteration 48Q: 3 clusters Score -1.839653e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 146255 members 
Entering Unmasked Estep 
Score: -18396516.000000 Penalty: 5932.340820
	Iteration 49Q: 3 clusters Score -1.839652e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 146384 members 
Entering Unmasked Estep 
Score: -18396548.000000 Penalty: 5932.340820
	Iteration 50Q: 3 clusters Score -1.839655e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 146516 members 
Entering Unmasked Estep 
Score: -18396544.000000 Penalty: 5932.340820
	Iteration 51Q: 3 clusters Score -1.839654e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 146636 members 
Entering Unmasked Estep 
Score: -18396510.000000 Penalty: 5932.340820
	Iteration 52Q: 3 clusters Score -1.839651e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 146765 members 
Entering Unmasked Estep 
Score: -18396506.000000 Penalty: 5932.340820
	Iteration 53Q: 3 clusters Score -1.839651e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 146882 members 
Entering Unmasked Estep 
Score: -18396534.000000 Penalty: 5932.340820
	Iteration 54Q: 3 clusters Score -1.839653e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 146978 members 
Entering Unmasked Estep 
Score: -18396518.000000 Penalty: 5932.340820
	Iteration 55Q: 3 clusters Score -1.839652e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 147090 members 
Entering Unmasked Estep 
Score: -18396566.000000 Penalty: 5932.340820
	Iteration 56Q: 3 clusters Score -1.839657e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 147203 members 
Entering Unmasked Estep 
Score: -18396592.000000 Penalty: 5932.340820
	Iteration 57Q: 3 clusters Score -1.839659e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 147313 members 
Entering Unmasked Estep 
Score: -18396622.000000 Penalty: 5932.340820
	Iteration 58Q: 3 clusters Score -1.839662e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 147423 members 
Entering Unmasked Estep 
Score: -18396632.000000 Penalty: 5932.340820
	Iteration 59Q: 3 clusters Score -1.839663e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 147519 members 
Entering Unmasked Estep 
Score: -18396594.000000 Penalty: 5932.340820
	Iteration 60F: 3 clusters Score -1.839659e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 147610 members 
Entering Unmasked Estep 
Score: -18396612.000000 Penalty: 5932.340820
	Iteration 61Q: 3 clusters Score -1.839661e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 147695 members 
Entering Unmasked Estep 
Score: -18396604.000000 Penalty: 5932.340820
	Iteration 62Q: 3 clusters Score -1.83966e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 147764 members 
Entering Unmasked Estep 
Score: -18396592.000000 Penalty: 5932.340820
	Iteration 63Q: 3 clusters Score -1.839659e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 147819 members 
Entering Unmasked Estep 
Score: -18396618.000000 Penalty: 5932.340820
	Iteration 64Q: 3 clusters Score -1.839662e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 147878 members 
Entering Unmasked Estep 
Score: -18396608.000000 Penalty: 5932.340820
	Iteration 65Q: 3 clusters Score -1.839661e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 147939 members 
Entering Unmasked Estep 
Score: -18396596.000000 Penalty: 5932.340820
	Iteration 66Q: 3 clusters Score -1.83966e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 148003 members 
Entering Unmasked Estep 
Score: -18396612.000000 Penalty: 5932.340820
	Iteration 67Q: 3 clusters Score -1.839661e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8370 members 
Mstep: Class 2 contains 148060 members 
Entering Unmasked Estep 
Score: -18396600.000000 Penalty: 5932.340820
	Iteration 68Q: 3 clusters Score -1.83966e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 148107 members 
Entering Unmasked Estep 
Score: -18396602.000000 Penalty: 5932.340820
	Iteration 69Q: 3 clusters Score -1.83966e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 148156 members 
Entering Unmasked Estep 
Score: -18396580.000000 Penalty: 5932.340820
	Iteration 70Q: 3 clusters Score -1.839658e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 148198 members 
Entering Unmasked Estep 
Score: -18396614.000000 Penalty: 5932.340820
	Iteration 71Q: 3 clusters Score -1.839661e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 148248 members 
Entering Unmasked Estep 
Score: -18396644.000000 Penalty: 5932.340820
	Iteration 72Q: 3 clusters Score -1.839664e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 148302 members 
Entering Unmasked Estep 
Score: -18396626.000000 Penalty: 5932.340820
	Iteration 73Q: 3 clusters Score -1.839663e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 148343 members 
Entering Unmasked Estep 
Score: -18396616.000000 Penalty: 5932.340820
	Iteration 74Q: 3 clusters Score -1.839662e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 148383 members 
Entering Unmasked Estep 
Score: -18396602.000000 Penalty: 5932.340820
	Iteration 75Q: 3 clusters Score -1.83966e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 148416 members 
Entering Unmasked Estep 
Score: -18396602.000000 Penalty: 5932.340820
	Iteration 76Q: 3 clusters Score -1.83966e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 148453 members 
Entering Unmasked Estep 
Score: -18396632.000000 Penalty: 5932.340820
	Iteration 77Q: 3 clusters Score -1.839663e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 148485 members 
Entering Unmasked Estep 
Score: -18396642.000000 Penalty: 5932.340820
	Iteration 78Q: 3 clusters Score -1.839664e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 148522 members 
Entering Unmasked Estep 
Score: -18396646.000000 Penalty: 5932.340820
	Iteration 79Q: 3 clusters Score -1.839665e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 148547 members 
Entering Unmasked Estep 
Score: -18396632.000000 Penalty: 5932.340820
	Iteration 80F: 3 clusters Score -1.839663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 148569 members 
Entering Unmasked Estep 
Score: -18396638.000000 Penalty: 5932.340820
	Iteration 81Q: 3 clusters Score -1.839664e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7852 members 
Mstep: Class 2 contains 148578 members 
Entering Unmasked Estep 
Score: -18396636.000000 Penalty: 5932.340820
	Iteration 82Q: 3 clusters Score -1.839664e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 148591 members 
Entering Unmasked Estep 
Score: -18396626.000000 Penalty: 5932.340820
	Iteration 83Q: 3 clusters Score -1.839663e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 148595 members 
Entering Unmasked Estep 
Score: -18396622.000000 Penalty: 5932.340820
	Iteration 84Q: 3 clusters Score -1.839662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 148599 members 
Entering Unmasked Estep 
Score: -18396632.000000 Penalty: 5932.340820
	Iteration 85Q: 3 clusters Score -1.839663e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7826 members 
Mstep: Class 2 contains 148604 members 
Entering Unmasked Estep 
Score: -18396626.000000 Penalty: 5932.340820
	Iteration 86Q: 3 clusters Score -1.839663e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 148611 members 
Entering Unmasked Estep 
Score: -18396620.000000 Penalty: 5932.340820
	Iteration 87Q: 3 clusters Score -1.839662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 148615 members 
Entering Unmasked Estep 
Score: -18396604.000000 Penalty: 5932.340820
	Iteration 88Q: 3 clusters Score -1.83966e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 148615 members 
Entering Unmasked Estep 
Score: -18396604.000000 Penalty: 5932.340820
	Iteration 89F: 3 clusters Score -1.83966e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Entering Unmasked Estep 
Score: -1766717.500000 Penalty: 2395.936279
	Iteration 0F: 2 clusters Score -1766718 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -1755360.500000 Penalty: 4791.872559
	Iteration 0F: 3 clusters Score -1755360 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -1759185.875000 Penalty: 4791.872559
	Iteration 1F: 3 clusters Score -1759186 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -1759783.250000 Penalty: 4791.872559
	Iteration 2F: 3 clusters Score -1759783 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1760399.625000 Penalty: 4791.872559
	Iteration 3F: 3 clusters Score -1760400 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1761002.500000 Penalty: 4791.872559
	Iteration 4F: 3 clusters Score -1761002 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -1761586.875000 Penalty: 4791.872559
	Iteration 5F: 3 clusters Score -1761587 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -1762137.125000 Penalty: 4791.872559
	Iteration 6F: 3 clusters Score -1762137 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -1762635.625000 Penalty: 4791.872559
	Iteration 7Q: 3 clusters Score -1762636 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -1763071.000000 Penalty: 4791.872559
	Iteration 8Q: 3 clusters Score -1763071 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -1763430.500000 Penalty: 4791.872559
	Iteration 9Q: 3 clusters Score -1763430 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -1763697.125000 Penalty: 4791.872559
	Iteration 10Q: 3 clusters Score -1763697 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -1763920.250000 Penalty: 4791.872559
	Iteration 11Q: 3 clusters Score -1763920 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
Score: -1764105.375000 Penalty: 4791.872559
	Iteration 12Q: 3 clusters Score -1764105 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -1764255.125000 Penalty: 4791.872559
	Iteration 13Q: 3 clusters Score -1764255 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1764370.375000 Penalty: 4791.872559
	Iteration 14Q: 3 clusters Score -1764370 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1764462.500000 Penalty: 4791.872559
	Iteration 15Q: 3 clusters Score -1764462 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 14916 members 
Entering Unmasked Estep 
Score: -1764519.625000 Penalty: 4791.872559
	Iteration 16Q: 3 clusters Score -1764520 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -1764565.500000 Penalty: 4791.872559
	Iteration 17Q: 3 clusters Score -1764566 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -1764604.625000 Penalty: 4791.872559
	Iteration 18Q: 3 clusters Score -1764605 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 15053 members 
Entering Unmasked Estep 
Score: -1764637.375000 Penalty: 4791.872559
	Iteration 19Q: 3 clusters Score -1764637 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 15079 members 
Entering Unmasked Estep 
Score: -1764658.750000 Penalty: 4791.872559
	Iteration 20F: 3 clusters Score -1764659 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -1764669.875000 Penalty: 4791.872559
	Iteration 21Q: 3 clusters Score -1764670 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -1764680.375000 Penalty: 4791.872559
	Iteration 22Q: 3 clusters Score -1764680 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15118 members 
Entering Unmasked Estep 
Score: -1764689.375000 Penalty: 4791.872559
	Iteration 23Q: 3 clusters Score -1764689 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -1764698.625000 Penalty: 4791.872559
	Iteration 24Q: 3 clusters Score -1764699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -1764703.625000 Penalty: 4791.872559
	Iteration 25Q: 3 clusters Score -1764704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -1764708.000000 Penalty: 4791.872559
	Iteration 26Q: 3 clusters Score -1764708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -1764709.500000 Penalty: 4791.872559
	Iteration 27Q: 3 clusters Score -1764710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15147 members 
Entering Unmasked Estep 
Score: -1764710.000000 Penalty: 4791.872559
	Iteration 28Q: 3 clusters Score -1764710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 15152 members 
Entering Unmasked Estep 
Score: -1764716.875000 Penalty: 4791.872559
	Iteration 29Q: 3 clusters Score -1764717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1764716.125000 Penalty: 4791.872559
	Iteration 30Q: 3 clusters Score -1764716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 15157 members 
Entering Unmasked Estep 
Score: -1764717.625000 Penalty: 4791.872559
	Iteration 31Q: 3 clusters Score -1764718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1764716.875000 Penalty: 4791.872559
	Iteration 32Q: 3 clusters Score -1764717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -1764716.750000 Penalty: 4791.872559
	Iteration 33Q: 3 clusters Score -1764717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -1764717.625000 Penalty: 4791.872559
	Iteration 34Q: 3 clusters Score -1764718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -1764720.875000 Penalty: 4791.872559
	Iteration 35Q: 3 clusters Score -1764721 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -1764721.500000 Penalty: 4791.872559
	Iteration 36Q: 3 clusters Score -1764722 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 15165 members 
Entering Unmasked Estep 
Score: -1764722.000000 Penalty: 4791.872559
	Iteration 37Q: 3 clusters Score -1764722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -1764723.875000 Penalty: 4791.872559
	Iteration 38Q: 3 clusters Score -1764724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -1764728.625000 Penalty: 4791.872559
	Iteration 39Q: 3 clusters Score -1764729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -1764730.125000 Penalty: 4791.872559
	Iteration 40F: 3 clusters Score -1764730 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Entering Unmasked Estep 
Score: -2215115.250000 Penalty: 2451.951416
	Iteration 0F: 2 clusters Score -2215115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2201175.000000 Penalty: 4903.902832
	Iteration 0F: 3 clusters Score -2201175 nChanged 8619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 9794 members 
Entering Unmasked Estep 
Score: -2205807.500000 Penalty: 4903.902832
	Iteration 1F: 3 clusters Score -2205808 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9866 members 
Mstep: Class 2 contains 9805 members 
Entering Unmasked Estep 
Score: -2206216.250000 Penalty: 4903.902832
	Iteration 2F: 3 clusters Score -2206216 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2206539.250000 Penalty: 4903.902832
	Iteration 3Q: 3 clusters Score -2206539 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2206791.250000 Penalty: 4903.902832
	Iteration 4Q: 3 clusters Score -2206791 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -2207027.000000 Penalty: 4903.902832
	Iteration 5Q: 3 clusters Score -2207027 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -2207274.250000 Penalty: 4903.902832
	Iteration 6Q: 3 clusters Score -2207274 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2207543.750000 Penalty: 4903.902832
	Iteration 7Q: 3 clusters Score -2207544 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10540 members 
Mstep: Class 2 contains 9131 members 
Entering Unmasked Estep 
Score: -2207802.250000 Penalty: 4903.902832
	Iteration 8Q: 3 clusters Score -2207802 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2208106.750000 Penalty: 4903.902832
	Iteration 9Q: 3 clusters Score -2208107 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11127 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -2208449.000000 Penalty: 4903.902832
	Iteration 10Q: 3 clusters Score -2208449 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11499 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -2208825.750000 Penalty: 4903.902832
	Iteration 11Q: 3 clusters Score -2208826 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2209272.500000 Penalty: 4903.902832
	Iteration 12Q: 3 clusters Score -2209272 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2209728.500000 Penalty: 4903.902832
	Iteration 13Q: 3 clusters Score -2209728 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -2210204.500000 Penalty: 4903.902832
	Iteration 14Q: 3 clusters Score -2210204 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -2210644.750000 Penalty: 4903.902832
	Iteration 15Q: 3 clusters Score -2210645 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -2211009.750000 Penalty: 4903.902832
	Iteration 16Q: 3 clusters Score -2211010 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -2211331.750000 Penalty: 4903.902832
	Iteration 17Q: 3 clusters Score -2211332 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2211591.250000 Penalty: 4903.902832
	Iteration 18Q: 3 clusters Score -2211591 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2211780.500000 Penalty: 4903.902832
	Iteration 19Q: 3 clusters Score -2211780 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -2211938.500000 Penalty: 4903.902832
	Iteration 20F: 3 clusters Score -2211938 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -2212079.250000 Penalty: 4903.902832
	Iteration 21Q: 3 clusters Score -2212079 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2212189.750000 Penalty: 4903.902832
	Iteration 22Q: 3 clusters Score -2212190 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -2212299.000000 Penalty: 4903.902832
	Iteration 23Q: 3 clusters Score -2212299 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2212393.500000 Penalty: 4903.902832
	Iteration 24Q: 3 clusters Score -2212394 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -2212491.500000 Penalty: 4903.902832
	Iteration 25Q: 3 clusters Score -2212492 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2212569.000000 Penalty: 4903.902832
	Iteration 26Q: 3 clusters Score -2212569 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2212620.000000 Penalty: 4903.902832
	Iteration 27Q: 3 clusters Score -2212620 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16814 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2212684.500000 Penalty: 4903.902832
	Iteration 28Q: 3 clusters Score -2212684 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -2212745.500000 Penalty: 4903.902832
	Iteration 29Q: 3 clusters Score -2212746 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -2212793.500000 Penalty: 4903.902832
	Iteration 30Q: 3 clusters Score -2212794 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2212840.250000 Penalty: 4903.902832
	Iteration 31Q: 3 clusters Score -2212840 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -2212870.500000 Penalty: 4903.902832
	Iteration 32Q: 3 clusters Score -2212870 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 2400 members 
Entering Unmasked Estep 
Score: -2212893.250000 Penalty: 4903.902832
	Iteration 33Q: 3 clusters Score -2212893 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -2212909.000000 Penalty: 4903.902832
	Iteration 34Q: 3 clusters Score -2212909 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -2212920.000000 Penalty: 4903.902832
	Iteration 35Q: 3 clusters Score -2212920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2212928.250000 Penalty: 4903.902832
	Iteration 36Q: 3 clusters Score -2212928 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -2212929.250000 Penalty: 4903.902832
	Iteration 37Q: 3 clusters Score -2212929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17420 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -2212936.750000 Penalty: 4903.902832
	Iteration 38Q: 3 clusters Score -2212937 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17433 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -2212938.500000 Penalty: 4903.902832
	Iteration 39Q: 3 clusters Score -2212938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -2212938.250000 Penalty: 4903.902832
	Iteration 40F: 3 clusters Score -2212938 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -2212943.000000 Penalty: 4903.902832
	Iteration 41Q: 3 clusters Score -2212943 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2212943.750000 Penalty: 4903.902832
	Iteration 42Q: 3 clusters Score -2212944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2212944.500000 Penalty: 4903.902832
	Iteration 43Q: 3 clusters Score -2212944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2212938.750000 Penalty: 4903.902832
	Iteration 44Q: 3 clusters Score -2212939 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -2212940.750000 Penalty: 4903.902832
	Iteration 45Q: 3 clusters Score -2212941 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -2212941.500000 Penalty: 4903.902832
	Iteration 46Q: 3 clusters Score -2212942 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2212949.500000 Penalty: 4903.902832
	Iteration 47Q: 3 clusters Score -2212950 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2212951.750000 Penalty: 4903.902832
	Iteration 48Q: 3 clusters Score -2212952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -2212959.750000 Penalty: 4903.902832
	Iteration 49Q: 3 clusters Score -2212960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2212960.500000 Penalty: 4903.902832
	Iteration 50Q: 3 clusters Score -2212960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -2212966.250000 Penalty: 4903.902832
	Iteration 51Q: 3 clusters Score -2212966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17549 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -2212968.750000 Penalty: 4903.902832
	Iteration 52Q: 3 clusters Score -2212969 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -2212969.750000 Penalty: 4903.902832
	Iteration 53Q: 3 clusters Score -2212970 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -2212971.750000 Penalty: 4903.902832
	Iteration 54Q: 3 clusters Score -2212972 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -2212972.750000 Penalty: 4903.902832
	Iteration 55Q: 3 clusters Score -2212973 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2212972.500000 Penalty: 4903.902832
	Iteration 56Q: 3 clusters Score -2212972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2212977.500000 Penalty: 4903.902832
	Iteration 57Q: 3 clusters Score -2212978 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2212976.750000 Penalty: 4903.902832
	Iteration 58Q: 3 clusters Score -2212977 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -2212980.250000 Penalty: 4903.902832
	Iteration 59Q: 3 clusters Score -2212980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2212979.500000 Penalty: 4903.902832
	Iteration 60F: 3 clusters Score -2212980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2212983.750000 Penalty: 4903.902832
	Iteration 61Q: 3 clusters Score -2212984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2212985.500000 Penalty: 4903.902832
	Iteration 62Q: 3 clusters Score -2212986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -2212986.250000 Penalty: 4903.902832
	Iteration 63Q: 3 clusters Score -2212986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2212986.000000 Penalty: 4903.902832
	Iteration 64Q: 3 clusters Score -2212986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17609 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2212985.750000 Penalty: 4903.902832
	Iteration 65Q: 3 clusters Score -2212986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17619 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -2212991.250000 Penalty: 4903.902832
	Iteration 66Q: 3 clusters Score -2212991 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -2212996.000000 Penalty: 4903.902832
	Iteration 67Q: 3 clusters Score -2212996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -2212995.250000 Penalty: 4903.902832
	Iteration 68Q: 3 clusters Score -2212995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -2212996.500000 Penalty: 4903.902832
	Iteration 69Q: 3 clusters Score -2212996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2212997.500000 Penalty: 4903.902832
	Iteration 70Q: 3 clusters Score -2212998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -2213000.500000 Penalty: 4903.902832
	Iteration 71Q: 3 clusters Score -2213000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -2213000.750000 Penalty: 4903.902832
	Iteration 72Q: 3 clusters Score -2213001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17655 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -2213000.250000 Penalty: 4903.902832
	Iteration 73Q: 3 clusters Score -2213000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -2212998.750000 Penalty: 4903.902832
	Iteration 74Q: 3 clusters Score -2212999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -2212995.750000 Penalty: 4903.902832
	Iteration 75Q: 3 clusters Score -2212996 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2212995.750000 Penalty: 4903.902832
	Iteration 76Q: 3 clusters Score -2212996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2212997.000000 Penalty: 4903.902832
	Iteration 77Q: 3 clusters Score -2212997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2212994.500000 Penalty: 4903.902832
	Iteration 78Q: 3 clusters Score -2212994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -2212994.500000 Penalty: 4903.902832
	Iteration 79Q: 3 clusters Score -2212994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -2212997.750000 Penalty: 4903.902832
	Iteration 80F: 3 clusters Score -2212998 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -2213002.500000 Penalty: 4903.902832
	Iteration 81Q: 3 clusters Score -2213002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -2213002.500000 Penalty: 4903.902832
	Iteration 82Q: 3 clusters Score -2213002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -2213001.750000 Penalty: 4903.902832
	Iteration 83Q: 3 clusters Score -2213002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -2213001.250000 Penalty: 4903.902832
	Iteration 84Q: 3 clusters Score -2213001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17682 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -2213000.000000 Penalty: 4903.902832
	Iteration 85Q: 3 clusters Score -2213000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17687 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -2213006.750000 Penalty: 4903.902832
	Iteration 86Q: 3 clusters Score -2213007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2213007.000000 Penalty: 4903.902832
	Iteration 87Q: 3 clusters Score -2213007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -2213007.000000 Penalty: 4903.902832
	Iteration 88Q: 3 clusters Score -2213007 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2213004.000000 Penalty: 4903.902832
	Iteration 89Q: 3 clusters Score -2213004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2213004.000000 Penalty: 4903.902832
	Iteration 90F: 3 clusters Score -2213004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (154488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154488 members 
Entering Unmasked Estep 
Score: -18242188.000000 Penalty: 2963.072266
	Iteration 0F: 2 clusters Score -1.824219e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77532 members 
Mstep: Class 2 contains 76956 members 
Entering Unmasked Estep 
Score: -18138546.000000 Penalty: 5926.144531
	Iteration 0F: 3 clusters Score -1.813855e+07 nChanged 73874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81750 members 
Mstep: Class 2 contains 72738 members 
Entering Unmasked Estep 
Score: -18181516.000000 Penalty: 5926.144531
	Iteration 1F: 3 clusters Score -1.818152e+07 nChanged 5176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84512 members 
Mstep: Class 2 contains 69976 members 
Entering Unmasked Estep 
Score: -18182928.000000 Penalty: 5926.144531
	Iteration 2Q: 3 clusters Score -1.818293e+07 nChanged 6043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88889 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -18184920.000000 Penalty: 5926.144531
	Iteration 3Q: 3 clusters Score -1.818492e+07 nChanged 7603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95468 members 
Mstep: Class 2 contains 59020 members 
Entering Unmasked Estep 
Score: -18188560.000000 Penalty: 5926.144531
	Iteration 4Q: 3 clusters Score -1.818856e+07 nChanged 10174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104950 members 
Mstep: Class 2 contains 49538 members 
Entering Unmasked Estep 
Score: -18194890.000000 Penalty: 5926.144531
	Iteration 5F: 3 clusters Score -1.819489e+07 nChanged 12597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117193 members 
Mstep: Class 2 contains 37295 members 
Entering Unmasked Estep 
Score: -18204962.000000 Penalty: 5926.144531
	Iteration 6F: 3 clusters Score -1.820496e+07 nChanged 13506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130467 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -18217604.000000 Penalty: 5926.144531
	Iteration 7F: 3 clusters Score -1.82176e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141472 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -18228606.000000 Penalty: 5926.144531
	Iteration 8F: 3 clusters Score -1.822861e+07 nChanged 6681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148041 members 
Mstep: Class 2 contains 6447 members 
Entering Unmasked Estep 
Score: -18235090.000000 Penalty: 5926.144531
	Iteration 9Q: 3 clusters Score -1.823509e+07 nChanged 3225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151164 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -18238058.000000 Penalty: 5926.144531
	Iteration 10Q: 3 clusters Score -1.823806e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152450 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -18239156.000000 Penalty: 5926.144531
	Iteration 11Q: 3 clusters Score -1.823916e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152944 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -18239612.000000 Penalty: 5926.144531
	Iteration 12Q: 3 clusters Score -1.823961e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153163 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -18239888.000000 Penalty: 5926.144531
	Iteration 13Q: 3 clusters Score -1.823989e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153270 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18240062.000000 Penalty: 5926.144531
	Iteration 14Q: 3 clusters Score -1.824006e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153308 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -18240204.000000 Penalty: 5926.144531
	Iteration 15Q: 3 clusters Score -1.82402e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153335 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -18240304.000000 Penalty: 5926.144531
	Iteration 16Q: 3 clusters Score -1.82403e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153362 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -18240386.000000 Penalty: 5926.144531
	Iteration 17Q: 3 clusters Score -1.824039e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153384 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -18240444.000000 Penalty: 5926.144531
	Iteration 18Q: 3 clusters Score -1.824044e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153391 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -18240498.000000 Penalty: 5926.144531
	Iteration 19Q: 3 clusters Score -1.82405e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153395 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -18240518.000000 Penalty: 5926.144531
	Iteration 20F: 3 clusters Score -1.824052e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153394 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -18240536.000000 Penalty: 5926.144531
	Iteration 21Q: 3 clusters Score -1.824054e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153390 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -18240610.000000 Penalty: 5926.144531
	Iteration 22Q: 3 clusters Score -1.824061e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153370 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -18240618.000000 Penalty: 5926.144531
	Iteration 23Q: 3 clusters Score -1.824062e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153363 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -18240620.000000 Penalty: 5926.144531
	Iteration 24Q: 3 clusters Score -1.824062e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153347 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -18240642.000000 Penalty: 5926.144531
	Iteration 25Q: 3 clusters Score -1.824064e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153335 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -18240660.000000 Penalty: 5926.144531
	Iteration 26Q: 3 clusters Score -1.824066e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153314 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -18240682.000000 Penalty: 5926.144531
	Iteration 27Q: 3 clusters Score -1.824068e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -18240688.000000 Penalty: 5926.144531
	Iteration 28Q: 3 clusters Score -1.824069e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153287 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -18240690.000000 Penalty: 5926.144531
	Iteration 29Q: 3 clusters Score -1.824069e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153279 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -18240702.000000 Penalty: 5926.144531
	Iteration 30Q: 3 clusters Score -1.82407e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153278 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -18240706.000000 Penalty: 5926.144531
	Iteration 31Q: 3 clusters Score -1.824071e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153276 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -18240708.000000 Penalty: 5926.144531
	Iteration 32Q: 3 clusters Score -1.824071e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -18240722.000000 Penalty: 5926.144531
	Iteration 33Q: 3 clusters Score -1.824072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18240722.000000 Penalty: 5926.144531
	Iteration 34Q: 3 clusters Score -1.824072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18240720.000000 Penalty: 5926.144531
	Iteration 35Q: 3 clusters Score -1.824072e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153269 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -18240726.000000 Penalty: 5926.144531
	Iteration 36Q: 3 clusters Score -1.824073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18240728.000000 Penalty: 5926.144531
	Iteration 37Q: 3 clusters Score -1.824073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153274 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -18240718.000000 Penalty: 5926.144531
	Iteration 38Q: 3 clusters Score -1.824072e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -18240734.000000 Penalty: 5926.144531
	Iteration 39Q: 3 clusters Score -1.824073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153270 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18240728.000000 Penalty: 5926.144531
	Iteration 40F: 3 clusters Score -1.824073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153270 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -18240708.000000 Penalty: 5926.144531
	Iteration 41Q: 3 clusters Score -1.824071e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153272 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -18240714.000000 Penalty: 5926.144531
	Iteration 42Q: 3 clusters Score -1.824071e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153272 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -18240714.000000 Penalty: 5926.144531
	Iteration 43F: 3 clusters Score -1.824071e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -246506.500000 Penalty: 1898.536865
	Iteration 0F: 2 clusters Score -246506.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -243770.734375 Penalty: 3797.073730
	Iteration 0F: 3 clusters Score -243770.7 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -244249.828125 Penalty: 3797.073730
	Iteration 1F: 3 clusters Score -244249.8 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -244372.578125 Penalty: 3797.073730
	Iteration 2F: 3 clusters Score -244372.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -244425.828125 Penalty: 3797.073730
	Iteration 3Q: 3 clusters Score -244425.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -244458.859375 Penalty: 3797.073730
	Iteration 4Q: 3 clusters Score -244458.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -244482.812500 Penalty: 3797.073730
	Iteration 5Q: 3 clusters Score -244482.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -244497.421875 Penalty: 3797.073730
	Iteration 6Q: 3 clusters Score -244497.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -244507.750000 Penalty: 3797.073730
	Iteration 7Q: 3 clusters Score -244507.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -244516.453125 Penalty: 3797.073730
	Iteration 8Q: 3 clusters Score -244516.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -244523.953125 Penalty: 3797.073730
	Iteration 9Q: 3 clusters Score -244524 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -244528.515625 Penalty: 3797.073730
	Iteration 10Q: 3 clusters Score -244528.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -244533.343750 Penalty: 3797.073730
	Iteration 11Q: 3 clusters Score -244533.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -244537.046875 Penalty: 3797.073730
	Iteration 12Q: 3 clusters Score -244537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -244539.750000 Penalty: 3797.073730
	Iteration 13Q: 3 clusters Score -244539.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -244543.031250 Penalty: 3797.073730
	Iteration 14Q: 3 clusters Score -244543 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -244545.640625 Penalty: 3797.073730
	Iteration 15Q: 3 clusters Score -244545.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -244548.375000 Penalty: 3797.073730
	Iteration 16Q: 3 clusters Score -244548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -244549.234375 Penalty: 3797.073730
	Iteration 17Q: 3 clusters Score -244549.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -244549.921875 Penalty: 3797.073730
	Iteration 18Q: 3 clusters Score -244549.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -244550.703125 Penalty: 3797.073730
	Iteration 19Q: 3 clusters Score -244550.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -244551.640625 Penalty: 3797.073730
	Iteration 20F: 3 clusters Score -244551.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (181635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181635 members 
Entering Unmasked Estep 
Score: -21544780.000000 Penalty: 3003.219238
	Iteration 0F: 2 clusters Score -2.154478e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90582 members 
Mstep: Class 2 contains 91053 members 
Entering Unmasked Estep 
Score: -21424226.000000 Penalty: 6006.438477
	Iteration 0F: 3 clusters Score -2.142423e+07 nChanged 86971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88891 members 
Mstep: Class 2 contains 92744 members 
Entering Unmasked Estep 
Score: -21475964.000000 Penalty: 6006.438477
	Iteration 1F: 3 clusters Score -2.147596e+07 nChanged 6025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87512 members 
Mstep: Class 2 contains 94123 members 
Entering Unmasked Estep 
Score: -21477496.000000 Penalty: 6006.438477
	Iteration 2Q: 3 clusters Score -2.14775e+07 nChanged 6597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85345 members 
Mstep: Class 2 contains 96290 members 
Entering Unmasked Estep 
Score: -21479712.000000 Penalty: 6006.438477
	Iteration 3Q: 3 clusters Score -2.147971e+07 nChanged 7666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81999 members 
Mstep: Class 2 contains 99636 members 
Entering Unmasked Estep 
Score: -21482990.000000 Penalty: 6006.438477
	Iteration 4Q: 3 clusters Score -2.148299e+07 nChanged 9279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77190 members 
Mstep: Class 2 contains 104445 members 
Entering Unmasked Estep 
Score: -21487574.000000 Penalty: 6006.438477
	Iteration 5F: 3 clusters Score -2.148757e+07 nChanged 11129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71023 members 
Mstep: Class 2 contains 110612 members 
Entering Unmasked Estep 
Score: -21494882.000000 Penalty: 6006.438477
	Iteration 6F: 3 clusters Score -2.149488e+07 nChanged 12253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64230 members 
Mstep: Class 2 contains 117405 members 
Entering Unmasked Estep 
Score: -21504086.000000 Penalty: 6006.438477
	Iteration 7F: 3 clusters Score -2.150409e+07 nChanged 11841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58369 members 
Mstep: Class 2 contains 123266 members 
Entering Unmasked Estep 
Score: -21512920.000000 Penalty: 6006.438477
	Iteration 8F: 3 clusters Score -2.151292e+07 nChanged 9724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54031 members 
Mstep: Class 2 contains 127604 members 
Entering Unmasked Estep 
Score: -21518776.000000 Penalty: 6006.438477
	Iteration 9F: 3 clusters Score -2.151878e+07 nChanged 6695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50580 members 
Mstep: Class 2 contains 131055 members 
Entering Unmasked Estep 
Score: -21521654.000000 Penalty: 6006.438477
	Iteration 10Q: 3 clusters Score -2.152165e+07 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 134358 members 
Entering Unmasked Estep 
Score: -21523492.000000 Penalty: 6006.438477
	Iteration 11Q: 3 clusters Score -2.152349e+07 nChanged 3746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 137700 members 
Entering Unmasked Estep 
Score: -21525086.000000 Penalty: 6006.438477
	Iteration 12Q: 3 clusters Score -2.152509e+07 nChanged 3701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 141145 members 
Entering Unmasked Estep 
Score: -21526746.000000 Penalty: 6006.438477
	Iteration 13Q: 3 clusters Score -2.152675e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37213 members 
Mstep: Class 2 contains 144422 members 
Entering Unmasked Estep 
Score: -21528560.000000 Penalty: 6006.438477
	Iteration 14Q: 3 clusters Score -2.152856e+07 nChanged 3298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 147536 members 
Entering Unmasked Estep 
Score: -21530150.000000 Penalty: 6006.438477
	Iteration 15Q: 3 clusters Score -2.153015e+07 nChanged 3159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 150549 members 
Entering Unmasked Estep 
Score: -21531520.000000 Penalty: 6006.438477
	Iteration 16Q: 3 clusters Score -2.153152e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 153487 members 
Entering Unmasked Estep 
Score: -21533134.000000 Penalty: 6006.438477
	Iteration 17Q: 3 clusters Score -2.153313e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 156284 members 
Entering Unmasked Estep 
Score: -21534336.000000 Penalty: 6006.438477
	Iteration 18Q: 3 clusters Score -2.153434e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22782 members 
Mstep: Class 2 contains 158853 members 
Entering Unmasked Estep 
Score: -21535488.000000 Penalty: 6006.438477
	Iteration 19Q: 3 clusters Score -2.153549e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 161224 members 
Entering Unmasked Estep 
Score: -21536608.000000 Penalty: 6006.438477
	Iteration 20F: 3 clusters Score -2.153661e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 163424 members 
Entering Unmasked Estep 
Score: -21537608.000000 Penalty: 6006.438477
	Iteration 21Q: 3 clusters Score -2.153761e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 165383 members 
Entering Unmasked Estep 
Score: -21538310.000000 Penalty: 6006.438477
	Iteration 22Q: 3 clusters Score -2.153831e+07 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 167174 members 
Entering Unmasked Estep 
Score: -21538890.000000 Penalty: 6006.438477
	Iteration 23Q: 3 clusters Score -2.153889e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 168752 members 
Entering Unmasked Estep 
Score: -21539366.000000 Penalty: 6006.438477
	Iteration 24Q: 3 clusters Score -2.153937e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 170114 members 
Entering Unmasked Estep 
Score: -21539878.000000 Penalty: 6006.438477
	Iteration 25Q: 3 clusters Score -2.153988e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 171334 members 
Entering Unmasked Estep 
Score: -21540258.000000 Penalty: 6006.438477
	Iteration 26Q: 3 clusters Score -2.154026e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 172424 members 
Entering Unmasked Estep 
Score: -21540564.000000 Penalty: 6006.438477
	Iteration 27Q: 3 clusters Score -2.154056e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8229 members 
Mstep: Class 2 contains 173406 members 
Entering Unmasked Estep 
Score: -21540792.000000 Penalty: 6006.438477
	Iteration 28Q: 3 clusters Score -2.154079e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 174283 members 
Entering Unmasked Estep 
Score: -21541074.000000 Penalty: 6006.438477
	Iteration 29Q: 3 clusters Score -2.154107e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 175003 members 
Entering Unmasked Estep 
Score: -21541280.000000 Penalty: 6006.438477
	Iteration 30Q: 3 clusters Score -2.154128e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 175626 members 
Entering Unmasked Estep 
Score: -21541426.000000 Penalty: 6006.438477
	Iteration 31Q: 3 clusters Score -2.154143e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 176160 members 
Entering Unmasked Estep 
Score: -21541604.000000 Penalty: 6006.438477
	Iteration 32Q: 3 clusters Score -2.15416e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 176656 members 
Entering Unmasked Estep 
Score: -21541750.000000 Penalty: 6006.438477
	Iteration 33Q: 3 clusters Score -2.154175e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 177058 members 
Entering Unmasked Estep 
Score: -21541842.000000 Penalty: 6006.438477
	Iteration 34Q: 3 clusters Score -2.154184e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 177392 members 
Entering Unmasked Estep 
Score: -21541908.000000 Penalty: 6006.438477
	Iteration 35Q: 3 clusters Score -2.154191e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 177678 members 
Entering Unmasked Estep 
Score: -21542026.000000 Penalty: 6006.438477
	Iteration 36Q: 3 clusters Score -2.154203e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 177911 members 
Entering Unmasked Estep 
Score: -21542054.000000 Penalty: 6006.438477
	Iteration 37Q: 3 clusters Score -2.154205e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 178098 members 
Entering Unmasked Estep 
Score: -21542088.000000 Penalty: 6006.438477
	Iteration 38Q: 3 clusters Score -2.154209e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 178275 members 
Entering Unmasked Estep 
Score: -21542150.000000 Penalty: 6006.438477
	Iteration 39Q: 3 clusters Score -2.154215e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 178429 members 
Entering Unmasked Estep 
Score: -21542150.000000 Penalty: 6006.438477
	Iteration 40F: 3 clusters Score -2.154215e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 178559 members 
Entering Unmasked Estep 
Score: -21542152.000000 Penalty: 6006.438477
	Iteration 41Q: 3 clusters Score -2.154215e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 178694 members 
Entering Unmasked Estep 
Score: -21542242.000000 Penalty: 6006.438477
	Iteration 42Q: 3 clusters Score -2.154224e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 178822 members 
Entering Unmasked Estep 
Score: -21542282.000000 Penalty: 6006.438477
	Iteration 43Q: 3 clusters Score -2.154228e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 178934 members 
Entering Unmasked Estep 
Score: -21542292.000000 Penalty: 6006.438477
	Iteration 44Q: 3 clusters Score -2.154229e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 179029 members 
Entering Unmasked Estep 
Score: -21542272.000000 Penalty: 6006.438477
	Iteration 45Q: 3 clusters Score -2.154227e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 179112 members 
Entering Unmasked Estep 
Score: -21542302.000000 Penalty: 6006.438477
	Iteration 46Q: 3 clusters Score -2.15423e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 179183 members 
Entering Unmasked Estep 
Score: -21542322.000000 Penalty: 6006.438477
	Iteration 47Q: 3 clusters Score -2.154232e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 179253 members 
Entering Unmasked Estep 
Score: -21542300.000000 Penalty: 6006.438477
	Iteration 48Q: 3 clusters Score -2.15423e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 179310 members 
Entering Unmasked Estep 
Score: -21542320.000000 Penalty: 6006.438477
	Iteration 49Q: 3 clusters Score -2.154232e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 179373 members 
Entering Unmasked Estep 
Score: -21542328.000000 Penalty: 6006.438477
	Iteration 50Q: 3 clusters Score -2.154233e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 179439 members 
Entering Unmasked Estep 
Score: -21542332.000000 Penalty: 6006.438477
	Iteration 51Q: 3 clusters Score -2.154233e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 179500 members 
Entering Unmasked Estep 
Score: -21542348.000000 Penalty: 6006.438477
	Iteration 52Q: 3 clusters Score -2.154235e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 179543 members 
Entering Unmasked Estep 
Score: -21542340.000000 Penalty: 6006.438477
	Iteration 53Q: 3 clusters Score -2.154234e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 179584 members 
Entering Unmasked Estep 
Score: -21542362.000000 Penalty: 6006.438477
	Iteration 54Q: 3 clusters Score -2.154236e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 179618 members 
Entering Unmasked Estep 
Score: -21542384.000000 Penalty: 6006.438477
	Iteration 55Q: 3 clusters Score -2.154238e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 179646 members 
Entering Unmasked Estep 
Score: -21542388.000000 Penalty: 6006.438477
	Iteration 56Q: 3 clusters Score -2.154239e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 179673 members 
Entering Unmasked Estep 
Score: -21542402.000000 Penalty: 6006.438477
	Iteration 57Q: 3 clusters Score -2.15424e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 179707 members 
Entering Unmasked Estep 
Score: -21542408.000000 Penalty: 6006.438477
	Iteration 58Q: 3 clusters Score -2.154241e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 179739 members 
Entering Unmasked Estep 
Score: -21542420.000000 Penalty: 6006.438477
	Iteration 59Q: 3 clusters Score -2.154242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 179761 members 
Entering Unmasked Estep 
Score: -21542424.000000 Penalty: 6006.438477
	Iteration 60F: 3 clusters Score -2.154242e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 179789 members 
Entering Unmasked Estep 
Score: -21542424.000000 Penalty: 6006.438477
	Iteration 61Q: 3 clusters Score -2.154242e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 179818 members 
Entering Unmasked Estep 
Score: -21542436.000000 Penalty: 6006.438477
	Iteration 62Q: 3 clusters Score -2.154244e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 179847 members 
Entering Unmasked Estep 
Score: -21542432.000000 Penalty: 6006.438477
	Iteration 63Q: 3 clusters Score -2.154243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 179875 members 
Entering Unmasked Estep 
Score: -21542414.000000 Penalty: 6006.438477
	Iteration 64Q: 3 clusters Score -2.154241e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 179903 members 
Entering Unmasked Estep 
Score: -21542412.000000 Penalty: 6006.438477
	Iteration 65Q: 3 clusters Score -2.154241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 179924 members 
Entering Unmasked Estep 
Score: -21542422.000000 Penalty: 6006.438477
	Iteration 66Q: 3 clusters Score -2.154242e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 179944 members 
Entering Unmasked Estep 
Score: -21542432.000000 Penalty: 6006.438477
	Iteration 67Q: 3 clusters Score -2.154243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 179960 members 
Entering Unmasked Estep 
Score: -21542414.000000 Penalty: 6006.438477
	Iteration 68Q: 3 clusters Score -2.154241e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 179973 members 
Entering Unmasked Estep 
Score: -21542420.000000 Penalty: 6006.438477
	Iteration 69Q: 3 clusters Score -2.154242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 179986 members 
Entering Unmasked Estep 
Score: -21542416.000000 Penalty: 6006.438477
	Iteration 70Q: 3 clusters Score -2.154242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 179997 members 
Entering Unmasked Estep 
Score: -21542402.000000 Penalty: 6006.438477
	Iteration 71Q: 3 clusters Score -2.15424e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 180005 members 
Entering Unmasked Estep 
Score: -21542398.000000 Penalty: 6006.438477
	Iteration 72Q: 3 clusters Score -2.15424e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 180016 members 
Entering Unmasked Estep 
Score: -21542420.000000 Penalty: 6006.438477
	Iteration 73Q: 3 clusters Score -2.154242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 180027 members 
Entering Unmasked Estep 
Score: -21542410.000000 Penalty: 6006.438477
	Iteration 74Q: 3 clusters Score -2.154241e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 180031 members 
Entering Unmasked Estep 
Score: -21542410.000000 Penalty: 6006.438477
	Iteration 75Q: 3 clusters Score -2.154241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 180041 members 
Entering Unmasked Estep 
Score: -21542426.000000 Penalty: 6006.438477
	Iteration 76Q: 3 clusters Score -2.154243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 180050 members 
Entering Unmasked Estep 
Score: -21542438.000000 Penalty: 6006.438477
	Iteration 77Q: 3 clusters Score -2.154244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 180056 members 
Entering Unmasked Estep 
Score: -21542434.000000 Penalty: 6006.438477
	Iteration 78Q: 3 clusters Score -2.154243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 180060 members 
Entering Unmasked Estep 
Score: -21542424.000000 Penalty: 6006.438477
	Iteration 79Q: 3 clusters Score -2.154242e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 180065 members 
Entering Unmasked Estep 
Score: -21542422.000000 Penalty: 6006.438477
	Iteration 80F: 3 clusters Score -2.154242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 180071 members 
Entering Unmasked Estep 
Score: -21542436.000000 Penalty: 6006.438477
	Iteration 81Q: 3 clusters Score -2.154244e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 180077 members 
Entering Unmasked Estep 
Score: -21542440.000000 Penalty: 6006.438477
	Iteration 82Q: 3 clusters Score -2.154244e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 180085 members 
Entering Unmasked Estep 
Score: -21542444.000000 Penalty: 6006.438477
	Iteration 83Q: 3 clusters Score -2.154244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 180090 members 
Entering Unmasked Estep 
Score: -21542442.000000 Penalty: 6006.438477
	Iteration 84Q: 3 clusters Score -2.154244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 180095 members 
Entering Unmasked Estep 
Score: -21542448.000000 Penalty: 6006.438477
	Iteration 85Q: 3 clusters Score -2.154245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 180101 members 
Entering Unmasked Estep 
Score: -21542440.000000 Penalty: 6006.438477
	Iteration 86Q: 3 clusters Score -2.154244e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 180103 members 
Entering Unmasked Estep 
Score: -21542450.000000 Penalty: 6006.438477
	Iteration 87Q: 3 clusters Score -2.154245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 180105 members 
Entering Unmasked Estep 
Score: -21542454.000000 Penalty: 6006.438477
	Iteration 88Q: 3 clusters Score -2.154245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 180107 members 
Entering Unmasked Estep 
Score: -21542456.000000 Penalty: 6006.438477
	Iteration 89Q: 3 clusters Score -2.154246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 180109 members 
Entering Unmasked Estep 
Score: -21542448.000000 Penalty: 6006.438477
	Iteration 90Q: 3 clusters Score -2.154245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 180114 members 
Entering Unmasked Estep 
Score: -21542458.000000 Penalty: 6006.438477
	Iteration 91Q: 3 clusters Score -2.154246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 180116 members 
Entering Unmasked Estep 
Score: -21542438.000000 Penalty: 6006.438477
	Iteration 92Q: 3 clusters Score -2.154244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 180117 members 
Entering Unmasked Estep 
Score: -21542438.000000 Penalty: 6006.438477
	Iteration 93Q: 3 clusters Score -2.154244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 180120 members 
Entering Unmasked Estep 
Score: -21542440.000000 Penalty: 6006.438477
	Iteration 94Q: 3 clusters Score -2.154244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 180123 members 
Entering Unmasked Estep 
Score: -21542434.000000 Penalty: 6006.438477
	Iteration 95Q: 3 clusters Score -2.154243e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 180126 members 
Entering Unmasked Estep 
Score: -21542432.000000 Penalty: 6006.438477
	Iteration 96Q: 3 clusters Score -2.154243e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 180132 members 
Entering Unmasked Estep 
Score: -21542452.000000 Penalty: 6006.438477
	Iteration 97Q: 3 clusters Score -2.154245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 180134 members 
Entering Unmasked Estep 
Score: -21542452.000000 Penalty: 6006.438477
	Iteration 98Q: 3 clusters Score -2.154245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 180135 members 
Entering Unmasked Estep 
Score: -21542442.000000 Penalty: 6006.438477
	Iteration 99Q: 3 clusters Score -2.154244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 180139 members 
Entering Unmasked Estep 
Score: -21542434.000000 Penalty: 6006.438477
	Iteration 100F: 3 clusters Score -2.154243e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 180141 members 
Entering Unmasked Estep 
Score: -21542442.000000 Penalty: 6006.438477
	Iteration 101Q: 3 clusters Score -2.154244e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 180143 members 
Entering Unmasked Estep 
Score: -21542438.000000 Penalty: 6006.438477
	Iteration 102Q: 3 clusters Score -2.154244e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 180146 members 
Entering Unmasked Estep 
Score: -21542418.000000 Penalty: 6006.438477
	Iteration 103Q: 3 clusters Score -2.154242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 180148 members 
Entering Unmasked Estep 
Score: -21542424.000000 Penalty: 6006.438477
	Iteration 104Q: 3 clusters Score -2.154242e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 180150 members 
Entering Unmasked Estep 
Score: -21542436.000000 Penalty: 6006.438477
	Iteration 105Q: 3 clusters Score -2.154244e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 180149 members 
Entering Unmasked Estep 
Score: -21542428.000000 Penalty: 6006.438477
	Iteration 106Q: 3 clusters Score -2.154243e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 180149 members 
Entering Unmasked Estep 
Score: -21542428.000000 Penalty: 6006.438477
	Iteration 107F: 3 clusters Score -2.154243e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26531 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Entering Unmasked Estep 
Score: -2906681.750000 Penalty: 2526.145264
	Iteration 0F: 2 clusters Score -2906682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -2888307.500000 Penalty: 5052.290527
	Iteration 0F: 3 clusters Score -2888308 nChanged 11882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2894801.250000 Penalty: 5052.290527
	Iteration 1F: 3 clusters Score -2894801 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -2895340.500000 Penalty: 5052.290527
	Iteration 2F: 3 clusters Score -2895340 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 13082 members 
Entering Unmasked Estep 
Score: -2895914.000000 Penalty: 5052.290527
	Iteration 3Q: 3 clusters Score -2895914 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -2896678.500000 Penalty: 5052.290527
	Iteration 4F: 3 clusters Score -2896678 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -2897641.500000 Penalty: 5052.290527
	Iteration 5F: 3 clusters Score -2897642 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 12543 members 
Entering Unmasked Estep 
Score: -2898855.750000 Penalty: 5052.290527
	Iteration 6F: 3 clusters Score -2898856 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 12260 members 
Entering Unmasked Estep 
Score: -2900278.000000 Penalty: 5052.290527
	Iteration 7F: 3 clusters Score -2900278 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2901535.750000 Penalty: 5052.290527
	Iteration 8F: 3 clusters Score -2901536 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -2902466.500000 Penalty: 5052.290527
	Iteration 9F: 3 clusters Score -2902466 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2903000.000000 Penalty: 5052.290527
	Iteration 10Q: 3 clusters Score -2903000 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -2903322.250000 Penalty: 5052.290527
	Iteration 11Q: 3 clusters Score -2903322 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -2903520.250000 Penalty: 5052.290527
	Iteration 12Q: 3 clusters Score -2903520 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2903680.000000 Penalty: 5052.290527
	Iteration 13Q: 3 clusters Score -2903680 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15792 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2903775.250000 Penalty: 5052.290527
	Iteration 14Q: 3 clusters Score -2903775 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15985 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -2903877.750000 Penalty: 5052.290527
	Iteration 15Q: 3 clusters Score -2903878 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16176 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -2903951.250000 Penalty: 5052.290527
	Iteration 16Q: 3 clusters Score -2903951 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 10192 members 
Entering Unmasked Estep 
Score: -2903994.250000 Penalty: 5052.290527
	Iteration 17Q: 3 clusters Score -2903994 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2904037.750000 Penalty: 5052.290527
	Iteration 18Q: 3 clusters Score -2904038 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 9879 members 
Entering Unmasked Estep 
Score: -2904077.500000 Penalty: 5052.290527
	Iteration 19Q: 3 clusters Score -2904078 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 9729 members 
Entering Unmasked Estep 
Score: -2904125.500000 Penalty: 5052.290527
	Iteration 20F: 3 clusters Score -2904126 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -2904164.000000 Penalty: 5052.290527
	Iteration 21Q: 3 clusters Score -2904164 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17051 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -2904187.500000 Penalty: 5052.290527
	Iteration 22Q: 3 clusters Score -2904188 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -2904214.750000 Penalty: 5052.290527
	Iteration 23Q: 3 clusters Score -2904215 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -2904249.500000 Penalty: 5052.290527
	Iteration 24Q: 3 clusters Score -2904250 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 9086 members 
Entering Unmasked Estep 
Score: -2904279.000000 Penalty: 5052.290527
	Iteration 25Q: 3 clusters Score -2904279 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17566 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2904313.500000 Penalty: 5052.290527
	Iteration 26Q: 3 clusters Score -2904314 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17681 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -2904319.500000 Penalty: 5052.290527
	Iteration 27Q: 3 clusters Score -2904320 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -2904340.250000 Penalty: 5052.290527
	Iteration 28Q: 3 clusters Score -2904340 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -2904379.750000 Penalty: 5052.290527
	Iteration 29Q: 3 clusters Score -2904380 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -2904384.000000 Penalty: 5052.290527
	Iteration 30Q: 3 clusters Score -2904384 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -2904399.000000 Penalty: 5052.290527
	Iteration 31Q: 3 clusters Score -2904399 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 8365 members 
Entering Unmasked Estep 
Score: -2904408.500000 Penalty: 5052.290527
	Iteration 32Q: 3 clusters Score -2904408 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 8286 members 
Entering Unmasked Estep 
Score: -2904424.500000 Penalty: 5052.290527
	Iteration 33Q: 3 clusters Score -2904424 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -2904428.750000 Penalty: 5052.290527
	Iteration 34Q: 3 clusters Score -2904429 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -2904425.750000 Penalty: 5052.290527
	Iteration 35Q: 3 clusters Score -2904426 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 8080 members 
Entering Unmasked Estep 
Score: -2904438.250000 Penalty: 5052.290527
	Iteration 36Q: 3 clusters Score -2904438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 8023 members 
Entering Unmasked Estep 
Score: -2904440.500000 Penalty: 5052.290527
	Iteration 37Q: 3 clusters Score -2904440 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18578 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -2904451.750000 Penalty: 5052.290527
	Iteration 38Q: 3 clusters Score -2904452 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -2904461.500000 Penalty: 5052.290527
	Iteration 39Q: 3 clusters Score -2904462 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -2904480.500000 Penalty: 5052.290527
	Iteration 40F: 3 clusters Score -2904480 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18809 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -2904485.000000 Penalty: 5052.290527
	Iteration 41Q: 3 clusters Score -2904485 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 7642 members 
Entering Unmasked Estep 
Score: -2904498.250000 Penalty: 5052.290527
	Iteration 42Q: 3 clusters Score -2904498 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 7552 members 
Entering Unmasked Estep 
Score: -2904521.500000 Penalty: 5052.290527
	Iteration 43Q: 3 clusters Score -2904522 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 7455 members 
Entering Unmasked Estep 
Score: -2904529.000000 Penalty: 5052.290527
	Iteration 44Q: 3 clusters Score -2904529 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -2904552.250000 Penalty: 5052.290527
	Iteration 45Q: 3 clusters Score -2904552 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -2904562.000000 Penalty: 5052.290527
	Iteration 46Q: 3 clusters Score -2904562 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19363 members 
Mstep: Class 2 contains 7168 members 
Entering Unmasked Estep 
Score: -2904597.750000 Penalty: 5052.290527
	Iteration 47Q: 3 clusters Score -2904598 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2904616.750000 Penalty: 5052.290527
	Iteration 48Q: 3 clusters Score -2904617 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -2904630.000000 Penalty: 5052.290527
	Iteration 49Q: 3 clusters Score -2904630 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -2904649.000000 Penalty: 5052.290527
	Iteration 50Q: 3 clusters Score -2904649 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -2904681.250000 Penalty: 5052.290527
	Iteration 51Q: 3 clusters Score -2904681 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19864 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2904710.000000 Penalty: 5052.290527
	Iteration 52Q: 3 clusters Score -2904710 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19975 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -2904741.750000 Penalty: 5052.290527
	Iteration 53Q: 3 clusters Score -2904742 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -2904766.750000 Penalty: 5052.290527
	Iteration 54Q: 3 clusters Score -2904767 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -2904776.500000 Penalty: 5052.290527
	Iteration 55Q: 3 clusters Score -2904776 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2904792.500000 Penalty: 5052.290527
	Iteration 56Q: 3 clusters Score -2904792 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -2904804.750000 Penalty: 5052.290527
	Iteration 57Q: 3 clusters Score -2904805 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20420 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2904837.250000 Penalty: 5052.290527
	Iteration 58Q: 3 clusters Score -2904837 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -2904849.000000 Penalty: 5052.290527
	Iteration 59Q: 3 clusters Score -2904849 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20622 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2904883.750000 Penalty: 5052.290527
	Iteration 60F: 3 clusters Score -2904884 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2904894.250000 Penalty: 5052.290527
	Iteration 61Q: 3 clusters Score -2904894 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -2904910.750000 Penalty: 5052.290527
	Iteration 62Q: 3 clusters Score -2904911 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2904936.000000 Penalty: 5052.290527
	Iteration 63Q: 3 clusters Score -2904936 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2904971.000000 Penalty: 5052.290527
	Iteration 64Q: 3 clusters Score -2904971 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21109 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -2904999.750000 Penalty: 5052.290527
	Iteration 65Q: 3 clusters Score -2905000 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -2905050.000000 Penalty: 5052.290527
	Iteration 66Q: 3 clusters Score -2905050 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -2905093.000000 Penalty: 5052.290527
	Iteration 67Q: 3 clusters Score -2905093 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -2905129.250000 Penalty: 5052.290527
	Iteration 68Q: 3 clusters Score -2905129 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -2905179.000000 Penalty: 5052.290527
	Iteration 69Q: 3 clusters Score -2905179 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -2905227.250000 Penalty: 5052.290527
	Iteration 70Q: 3 clusters Score -2905227 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -2905280.250000 Penalty: 5052.290527
	Iteration 71Q: 3 clusters Score -2905280 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2905335.500000 Penalty: 5052.290527
	Iteration 72Q: 3 clusters Score -2905336 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -2905394.750000 Penalty: 5052.290527
	Iteration 73Q: 3 clusters Score -2905395 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -2905447.000000 Penalty: 5052.290527
	Iteration 74Q: 3 clusters Score -2905447 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2905528.500000 Penalty: 5052.290527
	Iteration 75Q: 3 clusters Score -2905528 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22413 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2905623.000000 Penalty: 5052.290527
	Iteration 76Q: 3 clusters Score -2905623 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2905784.000000 Penalty: 5052.290527
	Iteration 77Q: 3 clusters Score -2905784 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2905993.500000 Penalty: 5052.290527
	Iteration 78Q: 3 clusters Score -2905994 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22808 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -2906150.250000 Penalty: 5052.290527
	Iteration 79Q: 3 clusters Score -2906150 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -2906235.500000 Penalty: 5052.290527
	Iteration 80F: 3 clusters Score -2906236 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22946 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -2906256.250000 Penalty: 5052.290527
	Iteration 81Q: 3 clusters Score -2906256 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -2906283.750000 Penalty: 5052.290527
	Iteration 82Q: 3 clusters Score -2906284 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23000 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -2906290.750000 Penalty: 5052.290527
	Iteration 83Q: 3 clusters Score -2906291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -2906290.000000 Penalty: 5052.290527
	Iteration 84Q: 3 clusters Score -2906290 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -2906294.000000 Penalty: 5052.290527
	Iteration 85Q: 3 clusters Score -2906294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -2906292.500000 Penalty: 5052.290527
	Iteration 86Q: 3 clusters Score -2906292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -2906292.000000 Penalty: 5052.290527
	Iteration 87Q: 3 clusters Score -2906292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2906297.000000 Penalty: 5052.290527
	Iteration 88Q: 3 clusters Score -2906297 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2906294.500000 Penalty: 5052.290527
	Iteration 89Q: 3 clusters Score -2906294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2906294.500000 Penalty: 5052.290527
	Iteration 90F: 3 clusters Score -2906294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Entering Unmasked Estep 
Score: -1593245.875000 Penalty: 2355.131104
	Iteration 0F: 2 clusters Score -1593246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -1583453.000000 Penalty: 4710.262207
	Iteration 0F: 3 clusters Score -1583453 nChanged 5712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -1586607.625000 Penalty: 4710.262207
	Iteration 1F: 3 clusters Score -1586608 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1587036.125000 Penalty: 4710.262207
	Iteration 2F: 3 clusters Score -1587036 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1587425.875000 Penalty: 4710.262207
	Iteration 3F: 3 clusters Score -1587426 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6727 members 
Mstep: Class 2 contains 6586 members 
Entering Unmasked Estep 
Score: -1587856.375000 Penalty: 4710.262207
	Iteration 4F: 3 clusters Score -1587856 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1588401.875000 Penalty: 4710.262207
	Iteration 5F: 3 clusters Score -1588402 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -1588994.000000 Penalty: 4710.262207
	Iteration 6F: 3 clusters Score -1588994 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -1589525.250000 Penalty: 4710.262207
	Iteration 7F: 3 clusters Score -1589525 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1589945.750000 Penalty: 4710.262207
	Iteration 8Q: 3 clusters Score -1589946 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -1590243.875000 Penalty: 4710.262207
	Iteration 9Q: 3 clusters Score -1590244 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1590434.125000 Penalty: 4710.262207
	Iteration 10Q: 3 clusters Score -1590434 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1590547.375000 Penalty: 4710.262207
	Iteration 11Q: 3 clusters Score -1590547 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 5709 members 
Entering Unmasked Estep 
Score: -1590611.375000 Penalty: 4710.262207
	Iteration 12Q: 3 clusters Score -1590611 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1590660.375000 Penalty: 4710.262207
	Iteration 13Q: 3 clusters Score -1590660 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 5543 members 
Entering Unmasked Estep 
Score: -1590681.500000 Penalty: 4710.262207
	Iteration 14Q: 3 clusters Score -1590682 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7828 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1590706.250000 Penalty: 4710.262207
	Iteration 15Q: 3 clusters Score -1590706 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -1590727.000000 Penalty: 4710.262207
	Iteration 16Q: 3 clusters Score -1590727 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1590749.125000 Penalty: 4710.262207
	Iteration 17Q: 3 clusters Score -1590749 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -1590751.625000 Penalty: 4710.262207
	Iteration 18Q: 3 clusters Score -1590752 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1590762.375000 Penalty: 4710.262207
	Iteration 19Q: 3 clusters Score -1590762 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8084 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1590768.250000 Penalty: 4710.262207
	Iteration 20F: 3 clusters Score -1590768 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -1590786.000000 Penalty: 4710.262207
	Iteration 21Q: 3 clusters Score -1590786 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -1590793.375000 Penalty: 4710.262207
	Iteration 22Q: 3 clusters Score -1590793 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -1590810.250000 Penalty: 4710.262207
	Iteration 23Q: 3 clusters Score -1590810 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1590820.375000 Penalty: 4710.262207
	Iteration 24Q: 3 clusters Score -1590820 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1590831.125000 Penalty: 4710.262207
	Iteration 25Q: 3 clusters Score -1590831 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1590840.125000 Penalty: 4710.262207
	Iteration 26Q: 3 clusters Score -1590840 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -1590855.750000 Penalty: 4710.262207
	Iteration 27Q: 3 clusters Score -1590856 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1590869.625000 Penalty: 4710.262207
	Iteration 28Q: 3 clusters Score -1590870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1590875.500000 Penalty: 4710.262207
	Iteration 29Q: 3 clusters Score -1590876 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1590890.625000 Penalty: 4710.262207
	Iteration 30Q: 3 clusters Score -1590891 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8603 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1590895.750000 Penalty: 4710.262207
	Iteration 31Q: 3 clusters Score -1590896 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -1590900.375000 Penalty: 4710.262207
	Iteration 32Q: 3 clusters Score -1590900 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1590907.625000 Penalty: 4710.262207
	Iteration 33Q: 3 clusters Score -1590908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1590909.500000 Penalty: 4710.262207
	Iteration 34Q: 3 clusters Score -1590910 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1590915.000000 Penalty: 4710.262207
	Iteration 35Q: 3 clusters Score -1590915 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1590923.625000 Penalty: 4710.262207
	Iteration 36Q: 3 clusters Score -1590924 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8776 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1590931.875000 Penalty: 4710.262207
	Iteration 37Q: 3 clusters Score -1590932 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1590935.500000 Penalty: 4710.262207
	Iteration 38Q: 3 clusters Score -1590936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1590939.125000 Penalty: 4710.262207
	Iteration 39Q: 3 clusters Score -1590939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 4445 members 
Entering Unmasked Estep 
Score: -1590938.000000 Penalty: 4710.262207
	Iteration 40F: 3 clusters Score -1590938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1590942.500000 Penalty: 4710.262207
	Iteration 41Q: 3 clusters Score -1590942 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8914 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1590945.625000 Penalty: 4710.262207
	Iteration 42Q: 3 clusters Score -1590946 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8930 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1590952.375000 Penalty: 4710.262207
	Iteration 43Q: 3 clusters Score -1590952 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8951 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -1590957.125000 Penalty: 4710.262207
	Iteration 44Q: 3 clusters Score -1590957 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1590963.875000 Penalty: 4710.262207
	Iteration 45Q: 3 clusters Score -1590964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1590968.375000 Penalty: 4710.262207
	Iteration 46Q: 3 clusters Score -1590968 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -1590973.125000 Penalty: 4710.262207
	Iteration 47Q: 3 clusters Score -1590973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9037 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -1590977.625000 Penalty: 4710.262207
	Iteration 48Q: 3 clusters Score -1590978 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1590977.125000 Penalty: 4710.262207
	Iteration 49Q: 3 clusters Score -1590977 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1590980.250000 Penalty: 4710.262207
	Iteration 50Q: 3 clusters Score -1590980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -1590985.875000 Penalty: 4710.262207
	Iteration 51Q: 3 clusters Score -1590986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1590983.250000 Penalty: 4710.262207
	Iteration 52Q: 3 clusters Score -1590983 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1590985.375000 Penalty: 4710.262207
	Iteration 53Q: 3 clusters Score -1590985 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1590987.250000 Penalty: 4710.262207
	Iteration 54Q: 3 clusters Score -1590987 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9119 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1590986.875000 Penalty: 4710.262207
	Iteration 55Q: 3 clusters Score -1590987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1590986.750000 Penalty: 4710.262207
	Iteration 56Q: 3 clusters Score -1590987 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1590986.750000 Penalty: 4710.262207
	Iteration 57Q: 3 clusters Score -1590987 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1590989.875000 Penalty: 4710.262207
	Iteration 58Q: 3 clusters Score -1590990 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1590991.000000 Penalty: 4710.262207
	Iteration 59Q: 3 clusters Score -1590991 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1590993.750000 Penalty: 4710.262207
	Iteration 60F: 3 clusters Score -1590994 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1590997.000000 Penalty: 4710.262207
	Iteration 61Q: 3 clusters Score -1590997 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1590996.625000 Penalty: 4710.262207
	Iteration 62Q: 3 clusters Score -1590997 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1591000.000000 Penalty: 4710.262207
	Iteration 63Q: 3 clusters Score -1591000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1591001.000000 Penalty: 4710.262207
	Iteration 64Q: 3 clusters Score -1591001 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1591004.750000 Penalty: 4710.262207
	Iteration 65Q: 3 clusters Score -1591005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1591003.625000 Penalty: 4710.262207
	Iteration 66Q: 3 clusters Score -1591004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9216 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1591005.500000 Penalty: 4710.262207
	Iteration 67Q: 3 clusters Score -1591006 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1591007.000000 Penalty: 4710.262207
	Iteration 68Q: 3 clusters Score -1591007 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -1591011.125000 Penalty: 4710.262207
	Iteration 69Q: 3 clusters Score -1591011 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1591007.375000 Penalty: 4710.262207
	Iteration 70Q: 3 clusters Score -1591007 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1591008.375000 Penalty: 4710.262207
	Iteration 71Q: 3 clusters Score -1591008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1591008.125000 Penalty: 4710.262207
	Iteration 72Q: 3 clusters Score -1591008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -1591011.500000 Penalty: 4710.262207
	Iteration 73Q: 3 clusters Score -1591012 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1591019.375000 Penalty: 4710.262207
	Iteration 74Q: 3 clusters Score -1591019 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -1591018.125000 Penalty: 4710.262207
	Iteration 75Q: 3 clusters Score -1591018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1591027.125000 Penalty: 4710.262207
	Iteration 76Q: 3 clusters Score -1591027 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1591028.000000 Penalty: 4710.262207
	Iteration 77Q: 3 clusters Score -1591028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9399 members 
Mstep: Class 2 contains 3914 members 
Entering Unmasked Estep 
Score: -1591030.625000 Penalty: 4710.262207
	Iteration 78Q: 3 clusters Score -1591031 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -1591032.875000 Penalty: 4710.262207
	Iteration 79Q: 3 clusters Score -1591033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1591035.125000 Penalty: 4710.262207
	Iteration 80F: 3 clusters Score -1591035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1591038.375000 Penalty: 4710.262207
	Iteration 81Q: 3 clusters Score -1591038 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1591033.875000 Penalty: 4710.262207
	Iteration 82Q: 3 clusters Score -1591034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -1591039.250000 Penalty: 4710.262207
	Iteration 83Q: 3 clusters Score -1591039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1591043.375000 Penalty: 4710.262207
	Iteration 84Q: 3 clusters Score -1591043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1591045.250000 Penalty: 4710.262207
	Iteration 85Q: 3 clusters Score -1591045 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -1591044.250000 Penalty: 4710.262207
	Iteration 86Q: 3 clusters Score -1591044 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9494 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -1591044.125000 Penalty: 4710.262207
	Iteration 87Q: 3 clusters Score -1591044 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9504 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1591043.750000 Penalty: 4710.262207
	Iteration 88Q: 3 clusters Score -1591044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1591047.000000 Penalty: 4710.262207
	Iteration 89Q: 3 clusters Score -1591047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1591050.875000 Penalty: 4710.262207
	Iteration 90Q: 3 clusters Score -1591051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 3780 members 
Entering Unmasked Estep 
Score: -1591052.750000 Penalty: 4710.262207
	Iteration 91Q: 3 clusters Score -1591053 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -1591055.250000 Penalty: 4710.262207
	Iteration 92Q: 3 clusters Score -1591055 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 3763 members 
Entering Unmasked Estep 
Score: -1591055.250000 Penalty: 4710.262207
	Iteration 93Q: 3 clusters Score -1591055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -1591058.750000 Penalty: 4710.262207
	Iteration 94Q: 3 clusters Score -1591059 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9580 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -1591064.000000 Penalty: 4710.262207
	Iteration 95Q: 3 clusters Score -1591064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1591064.375000 Penalty: 4710.262207
	Iteration 96Q: 3 clusters Score -1591064 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9598 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1591066.625000 Penalty: 4710.262207
	Iteration 97Q: 3 clusters Score -1591067 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9610 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1591066.875000 Penalty: 4710.262207
	Iteration 98Q: 3 clusters Score -1591067 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1591070.250000 Penalty: 4710.262207
	Iteration 99Q: 3 clusters Score -1591070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9632 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1591073.125000 Penalty: 4710.262207
	Iteration 100F: 3 clusters Score -1591073 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1591069.125000 Penalty: 4710.262207
	Iteration 101Q: 3 clusters Score -1591069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -1591071.250000 Penalty: 4710.262207
	Iteration 102Q: 3 clusters Score -1591071 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1591073.500000 Penalty: 4710.262207
	Iteration 103Q: 3 clusters Score -1591074 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9659 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -1591076.500000 Penalty: 4710.262207
	Iteration 104Q: 3 clusters Score -1591076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -1591079.750000 Penalty: 4710.262207
	Iteration 105Q: 3 clusters Score -1591080 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1591079.500000 Penalty: 4710.262207
	Iteration 106Q: 3 clusters Score -1591080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1591080.875000 Penalty: 4710.262207
	Iteration 107Q: 3 clusters Score -1591081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1591081.750000 Penalty: 4710.262207
	Iteration 108Q: 3 clusters Score -1591082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1591079.625000 Penalty: 4710.262207
	Iteration 109Q: 3 clusters Score -1591080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1591081.375000 Penalty: 4710.262207
	Iteration 110Q: 3 clusters Score -1591081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1591079.375000 Penalty: 4710.262207
	Iteration 111Q: 3 clusters Score -1591079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -1591077.875000 Penalty: 4710.262207
	Iteration 112Q: 3 clusters Score -1591078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1591078.500000 Penalty: 4710.262207
	Iteration 113Q: 3 clusters Score -1591078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9705 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1591082.000000 Penalty: 4710.262207
	Iteration 114Q: 3 clusters Score -1591082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1591077.500000 Penalty: 4710.262207
	Iteration 115Q: 3 clusters Score -1591078 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9711 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1591079.625000 Penalty: 4710.262207
	Iteration 116Q: 3 clusters Score -1591080 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1591079.250000 Penalty: 4710.262207
	Iteration 117Q: 3 clusters Score -1591079 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -1591081.500000 Penalty: 4710.262207
	Iteration 118Q: 3 clusters Score -1591082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1591080.000000 Penalty: 4710.262207
	Iteration 119Q: 3 clusters Score -1591080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 3583 members 
Entering Unmasked Estep 
Score: -1591080.875000 Penalty: 4710.262207
	Iteration 120F: 3 clusters Score -1591081 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9732 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -1591080.875000 Penalty: 4710.262207
	Iteration 121Q: 3 clusters Score -1591081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1591081.250000 Penalty: 4710.262207
	Iteration 122Q: 3 clusters Score -1591081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1591085.375000 Penalty: 4710.262207
	Iteration 123Q: 3 clusters Score -1591085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -1591088.250000 Penalty: 4710.262207
	Iteration 124Q: 3 clusters Score -1591088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9759 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1591089.125000 Penalty: 4710.262207
	Iteration 125Q: 3 clusters Score -1591089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1591089.250000 Penalty: 4710.262207
	Iteration 126Q: 3 clusters Score -1591089 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1591087.750000 Penalty: 4710.262207
	Iteration 127Q: 3 clusters Score -1591088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -1591088.750000 Penalty: 4710.262207
	Iteration 128Q: 3 clusters Score -1591089 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -1591092.125000 Penalty: 4710.262207
	Iteration 129Q: 3 clusters Score -1591092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9804 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1591094.375000 Penalty: 4710.262207
	Iteration 130Q: 3 clusters Score -1591094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1591099.500000 Penalty: 4710.262207
	Iteration 131Q: 3 clusters Score -1591100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -1591100.375000 Penalty: 4710.262207
	Iteration 132Q: 3 clusters Score -1591100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9816 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1591100.750000 Penalty: 4710.262207
	Iteration 133Q: 3 clusters Score -1591101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1591100.375000 Penalty: 4710.262207
	Iteration 134Q: 3 clusters Score -1591100 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1591099.875000 Penalty: 4710.262207
	Iteration 135Q: 3 clusters Score -1591100 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1591099.875000 Penalty: 4710.262207
	Iteration 136F: 3 clusters Score -1591100 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -262649.343750 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -262649.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -259706.156250 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -259706.2 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -260295.500000 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -260295.5 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -260453.078125 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -260453.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -260564.468750 Penalty: 3882.509277
	Iteration 3Q: 3 clusters Score -260564.5 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -260638.921875 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -260638.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -260684.375000 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -260684.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -260718.187500 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -260718.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -260751.062500 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -260751.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -260787.375000 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -260787.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -260831.218750 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -260831.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -260887.578125 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -260887.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -260934.468750 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -260934.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -260976.250000 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -260976.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -261002.734375 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -261002.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -261014.375000 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -261014.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -261029.562500 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -261029.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -261044.625000 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -261044.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -261059.296875 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -261059.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -261068.828125 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -261068.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -261078.562500 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -261078.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -261085.312500 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -261085.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -261094.046875 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -261094 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -261112.406250 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -261112.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -261127.593750 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -261127.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -261143.796875 Penalty: 3882.509277
	Iteration 24Q: 3 clusters Score -261143.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -261153.765625 Penalty: 3882.509277
	Iteration 25Q: 3 clusters Score -261153.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -261156.062500 Penalty: 3882.509277
	Iteration 26Q: 3 clusters Score -261156.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -261161.671875 Penalty: 3882.509277
	Iteration 27Q: 3 clusters Score -261161.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -261165.406250 Penalty: 3882.509277
	Iteration 28Q: 3 clusters Score -261165.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -261165.968750 Penalty: 3882.509277
	Iteration 29Q: 3 clusters Score -261166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -261165.968750 Penalty: 3882.509277
	Iteration 30F: 3 clusters Score -261166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12085 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12085 members 
Entering Unmasked Estep 
Score: -1084586.375000 Penalty: 2331.130615
	Iteration 0F: 2 clusters Score -1084586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1075655.250000 Penalty: 4662.261230
	Iteration 0F: 3 clusters Score -1075655 nChanged 5113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -1078690.250000 Penalty: 4662.261230
	Iteration 1F: 3 clusters Score -1078690 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1079358.750000 Penalty: 4662.261230
	Iteration 2F: 3 clusters Score -1079359 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 7078 members 
Entering Unmasked Estep 
Score: -1080027.750000 Penalty: 4662.261230
	Iteration 3F: 3 clusters Score -1080028 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1080631.750000 Penalty: 4662.261230
	Iteration 4F: 3 clusters Score -1080632 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1081112.875000 Penalty: 4662.261230
	Iteration 5F: 3 clusters Score -1081113 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 7565 members 
Entering Unmasked Estep 
Score: -1081459.125000 Penalty: 4662.261230
	Iteration 6Q: 3 clusters Score -1081459 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 7645 members 
Entering Unmasked Estep 
Score: -1081763.875000 Penalty: 4662.261230
	Iteration 7Q: 3 clusters Score -1081764 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 7735 members 
Entering Unmasked Estep 
Score: -1081992.375000 Penalty: 4662.261230
	Iteration 8Q: 3 clusters Score -1081992 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -1082174.875000 Penalty: 4662.261230
	Iteration 9Q: 3 clusters Score -1082175 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1082297.250000 Penalty: 4662.261230
	Iteration 10Q: 3 clusters Score -1082297 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1082405.500000 Penalty: 4662.261230
	Iteration 11Q: 3 clusters Score -1082406 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -1082523.750000 Penalty: 4662.261230
	Iteration 12Q: 3 clusters Score -1082524 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -1082622.750000 Penalty: 4662.261230
	Iteration 13Q: 3 clusters Score -1082623 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -1082745.875000 Penalty: 4662.261230
	Iteration 14Q: 3 clusters Score -1082746 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -1082850.500000 Penalty: 4662.261230
	Iteration 15Q: 3 clusters Score -1082850 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 8659 members 
Entering Unmasked Estep 
Score: -1082939.625000 Penalty: 4662.261230
	Iteration 16Q: 3 clusters Score -1082940 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -1083040.625000 Penalty: 4662.261230
	Iteration 17Q: 3 clusters Score -1083041 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3199 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -1083127.000000 Penalty: 4662.261230
	Iteration 18Q: 3 clusters Score -1083127 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1083215.125000 Penalty: 4662.261230
	Iteration 19Q: 3 clusters Score -1083215 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 9060 members 
Entering Unmasked Estep 
Score: -1083307.375000 Penalty: 4662.261230
	Iteration 20F: 3 clusters Score -1083307 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 9109 members 
Entering Unmasked Estep 
Score: -1083401.625000 Penalty: 4662.261230
	Iteration 21Q: 3 clusters Score -1083402 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1083486.375000 Penalty: 4662.261230
	Iteration 22Q: 3 clusters Score -1083486 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1083536.250000 Penalty: 4662.261230
	Iteration 23Q: 3 clusters Score -1083536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1083568.500000 Penalty: 4662.261230
	Iteration 24Q: 3 clusters Score -1083568 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1083597.000000 Penalty: 4662.261230
	Iteration 25Q: 3 clusters Score -1083597 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1083622.250000 Penalty: 4662.261230
	Iteration 26Q: 3 clusters Score -1083622 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 9245 members 
Entering Unmasked Estep 
Score: -1083648.875000 Penalty: 4662.261230
	Iteration 27Q: 3 clusters Score -1083649 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -1083671.250000 Penalty: 4662.261230
	Iteration 28Q: 3 clusters Score -1083671 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1083689.000000 Penalty: 4662.261230
	Iteration 29Q: 3 clusters Score -1083689 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -1083707.375000 Penalty: 4662.261230
	Iteration 30Q: 3 clusters Score -1083707 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1083719.750000 Penalty: 4662.261230
	Iteration 31Q: 3 clusters Score -1083720 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1083727.375000 Penalty: 4662.261230
	Iteration 32Q: 3 clusters Score -1083727 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1083733.250000 Penalty: 4662.261230
	Iteration 33Q: 3 clusters Score -1083733 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1083740.375000 Penalty: 4662.261230
	Iteration 34Q: 3 clusters Score -1083740 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1083757.000000 Penalty: 4662.261230
	Iteration 35Q: 3 clusters Score -1083757 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 9415 members 
Entering Unmasked Estep 
Score: -1083772.875000 Penalty: 4662.261230
	Iteration 36Q: 3 clusters Score -1083773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -1083788.125000 Penalty: 4662.261230
	Iteration 37Q: 3 clusters Score -1083788 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 9448 members 
Entering Unmasked Estep 
Score: -1083797.250000 Penalty: 4662.261230
	Iteration 38Q: 3 clusters Score -1083797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1083805.500000 Penalty: 4662.261230
	Iteration 39Q: 3 clusters Score -1083806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -1083811.000000 Penalty: 4662.261230
	Iteration 40F: 3 clusters Score -1083811 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1083813.500000 Penalty: 4662.261230
	Iteration 41Q: 3 clusters Score -1083814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -1083815.875000 Penalty: 4662.261230
	Iteration 42Q: 3 clusters Score -1083816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -1083818.375000 Penalty: 4662.261230
	Iteration 43Q: 3 clusters Score -1083818 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -1083820.375000 Penalty: 4662.261230
	Iteration 44Q: 3 clusters Score -1083820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 9522 members 
Entering Unmasked Estep 
Score: -1083821.000000 Penalty: 4662.261230
	Iteration 45Q: 3 clusters Score -1083821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1083822.125000 Penalty: 4662.261230
	Iteration 46Q: 3 clusters Score -1083822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -1083826.125000 Penalty: 4662.261230
	Iteration 47Q: 3 clusters Score -1083826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1083825.625000 Penalty: 4662.261230
	Iteration 48Q: 3 clusters Score -1083826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -1083825.625000 Penalty: 4662.261230
	Iteration 49F: 3 clusters Score -1083826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Entering Unmasked Estep 
Score: -1151512.375000 Penalty: 2291.952148
	Iteration 0F: 2 clusters Score -1151512 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 5139 members 
Entering Unmasked Estep 
Score: -1143693.625000 Penalty: 4583.904297
	Iteration 0F: 3 clusters Score -1143694 nChanged 4309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1146086.750000 Penalty: 4583.904297
	Iteration 1F: 3 clusters Score -1146087 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1146463.875000 Penalty: 4583.904297
	Iteration 2F: 3 clusters Score -1146464 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -1146770.750000 Penalty: 4583.904297
	Iteration 3F: 3 clusters Score -1146771 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1147052.125000 Penalty: 4583.904297
	Iteration 4Q: 3 clusters Score -1147052 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1147302.250000 Penalty: 4583.904297
	Iteration 5Q: 3 clusters Score -1147302 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1147519.625000 Penalty: 4583.904297
	Iteration 6Q: 3 clusters Score -1147520 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -1147691.625000 Penalty: 4583.904297
	Iteration 7Q: 3 clusters Score -1147692 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -1147825.375000 Penalty: 4583.904297
	Iteration 8Q: 3 clusters Score -1147825 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -1147949.625000 Penalty: 4583.904297
	Iteration 9Q: 3 clusters Score -1147950 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1148063.750000 Penalty: 4583.904297
	Iteration 10Q: 3 clusters Score -1148064 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1148162.875000 Penalty: 4583.904297
	Iteration 11Q: 3 clusters Score -1148163 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -1148265.375000 Penalty: 4583.904297
	Iteration 12Q: 3 clusters Score -1148265 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -1148360.625000 Penalty: 4583.904297
	Iteration 13Q: 3 clusters Score -1148361 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1148482.875000 Penalty: 4583.904297
	Iteration 14Q: 3 clusters Score -1148483 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1148601.000000 Penalty: 4583.904297
	Iteration 15Q: 3 clusters Score -1148601 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1148722.375000 Penalty: 4583.904297
	Iteration 16Q: 3 clusters Score -1148722 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3266 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -1148845.875000 Penalty: 4583.904297
	Iteration 17Q: 3 clusters Score -1148846 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -1148973.625000 Penalty: 4583.904297
	Iteration 18Q: 3 clusters Score -1148974 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2883 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1149092.750000 Penalty: 4583.904297
	Iteration 19Q: 3 clusters Score -1149093 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -1149220.875000 Penalty: 4583.904297
	Iteration 20F: 3 clusters Score -1149221 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -1149367.875000 Penalty: 4583.904297
	Iteration 21Q: 3 clusters Score -1149368 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -1149502.750000 Penalty: 4583.904297
	Iteration 22Q: 3 clusters Score -1149503 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 8197 members 
Entering Unmasked Estep 
Score: -1149631.250000 Penalty: 4583.904297
	Iteration 23Q: 3 clusters Score -1149631 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -1149733.125000 Penalty: 4583.904297
	Iteration 24Q: 3 clusters Score -1149733 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1149819.125000 Penalty: 4583.904297
	Iteration 25Q: 3 clusters Score -1149819 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8593 members 
Entering Unmasked Estep 
Score: -1149897.125000 Penalty: 4583.904297
	Iteration 26Q: 3 clusters Score -1149897 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -1149946.375000 Penalty: 4583.904297
	Iteration 27Q: 3 clusters Score -1149946 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 8733 members 
Entering Unmasked Estep 
Score: -1149978.250000 Penalty: 4583.904297
	Iteration 28Q: 3 clusters Score -1149978 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1150005.750000 Penalty: 4583.904297
	Iteration 29Q: 3 clusters Score -1150006 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -1150028.500000 Penalty: 4583.904297
	Iteration 30Q: 3 clusters Score -1150028 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 8857 members 
Entering Unmasked Estep 
Score: -1150045.250000 Penalty: 4583.904297
	Iteration 31Q: 3 clusters Score -1150045 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1150062.750000 Penalty: 4583.904297
	Iteration 32Q: 3 clusters Score -1150063 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -1150070.875000 Penalty: 4583.904297
	Iteration 33Q: 3 clusters Score -1150071 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -1150075.500000 Penalty: 4583.904297
	Iteration 34Q: 3 clusters Score -1150076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -1150083.750000 Penalty: 4583.904297
	Iteration 35Q: 3 clusters Score -1150084 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 8945 members 
Entering Unmasked Estep 
Score: -1150089.250000 Penalty: 4583.904297
	Iteration 36Q: 3 clusters Score -1150089 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 8960 members 
Entering Unmasked Estep 
Score: -1150097.250000 Penalty: 4583.904297
	Iteration 37Q: 3 clusters Score -1150097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -1150101.250000 Penalty: 4583.904297
	Iteration 38Q: 3 clusters Score -1150101 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1150103.500000 Penalty: 4583.904297
	Iteration 39Q: 3 clusters Score -1150104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -1150109.125000 Penalty: 4583.904297
	Iteration 40F: 3 clusters Score -1150109 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -1150113.125000 Penalty: 4583.904297
	Iteration 41Q: 3 clusters Score -1150113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -1150112.000000 Penalty: 4583.904297
	Iteration 42Q: 3 clusters Score -1150112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1150112.375000 Penalty: 4583.904297
	Iteration 43Q: 3 clusters Score -1150112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -1150112.375000 Penalty: 4583.904297
	Iteration 44F: 3 clusters Score -1150112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (217240 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217240 members 
Entering Unmasked Estep 
Score: -25562924.000000 Penalty: 3047.612061
	Iteration 0F: 2 clusters Score -2.556292e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108474 members 
Mstep: Class 2 contains 108766 members 
Entering Unmasked Estep 
Score: -25422562.000000 Penalty: 6095.224121
	Iteration 0F: 3 clusters Score -2.542256e+07 nChanged 104737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106767 members 
Mstep: Class 2 contains 110473 members 
Entering Unmasked Estep 
Score: -25484204.000000 Penalty: 6095.224121
	Iteration 1F: 3 clusters Score -2.54842e+07 nChanged 6607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105630 members 
Mstep: Class 2 contains 111610 members 
Entering Unmasked Estep 
Score: -25485722.000000 Penalty: 6095.224121
	Iteration 2Q: 3 clusters Score -2.548572e+07 nChanged 7157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103849 members 
Mstep: Class 2 contains 113391 members 
Entering Unmasked Estep 
Score: -25487910.000000 Penalty: 6095.224121
	Iteration 3Q: 3 clusters Score -2.548791e+07 nChanged 8335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101014 members 
Mstep: Class 2 contains 116226 members 
Entering Unmasked Estep 
Score: -25491086.000000 Penalty: 6095.224121
	Iteration 4Q: 3 clusters Score -2.549109e+07 nChanged 10025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96717 members 
Mstep: Class 2 contains 120523 members 
Entering Unmasked Estep 
Score: -25495846.000000 Penalty: 6095.224121
	Iteration 5Q: 3 clusters Score -2.549585e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90956 members 
Mstep: Class 2 contains 126284 members 
Entering Unmasked Estep 
Score: -25503020.000000 Penalty: 6095.224121
	Iteration 6F: 3 clusters Score -2.550302e+07 nChanged 13143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84169 members 
Mstep: Class 2 contains 133071 members 
Entering Unmasked Estep 
Score: -25511814.000000 Penalty: 6095.224121
	Iteration 7F: 3 clusters Score -2.551181e+07 nChanged 13717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77204 members 
Mstep: Class 2 contains 140036 members 
Entering Unmasked Estep 
Score: -25521458.000000 Penalty: 6095.224121
	Iteration 8F: 3 clusters Score -2.552146e+07 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71087 members 
Mstep: Class 2 contains 146153 members 
Entering Unmasked Estep 
Score: -25530326.000000 Penalty: 6095.224121
	Iteration 9F: 3 clusters Score -2.553033e+07 nChanged 10572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66273 members 
Mstep: Class 2 contains 150967 members 
Entering Unmasked Estep 
Score: -25536044.000000 Penalty: 6095.224121
	Iteration 10Q: 3 clusters Score -2.553604e+07 nChanged 7606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61979 members 
Mstep: Class 2 contains 155261 members 
Entering Unmasked Estep 
Score: -25538940.000000 Penalty: 6095.224121
	Iteration 11Q: 3 clusters Score -2.553894e+07 nChanged 5437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 159288 members 
Entering Unmasked Estep 
Score: -25540756.000000 Penalty: 6095.224121
	Iteration 12Q: 3 clusters Score -2.554076e+07 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53838 members 
Mstep: Class 2 contains 163402 members 
Entering Unmasked Estep 
Score: -25542072.000000 Penalty: 6095.224121
	Iteration 13Q: 3 clusters Score -2.554207e+07 nChanged 4433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49521 members 
Mstep: Class 2 contains 167719 members 
Entering Unmasked Estep 
Score: -25543606.000000 Penalty: 6095.224121
	Iteration 14Q: 3 clusters Score -2.554361e+07 nChanged 4490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45073 members 
Mstep: Class 2 contains 172167 members 
Entering Unmasked Estep 
Score: -25545316.000000 Penalty: 6095.224121
	Iteration 15Q: 3 clusters Score -2.554532e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 176677 members 
Entering Unmasked Estep 
Score: -25546886.000000 Penalty: 6095.224121
	Iteration 16Q: 3 clusters Score -2.554689e+07 nChanged 4543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36068 members 
Mstep: Class 2 contains 181172 members 
Entering Unmasked Estep 
Score: -25548406.000000 Penalty: 6095.224121
	Iteration 17Q: 3 clusters Score -2.554841e+07 nChanged 4207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 185325 members 
Entering Unmasked Estep 
Score: -25549802.000000 Penalty: 6095.224121
	Iteration 18Q: 3 clusters Score -2.55498e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 189262 members 
Entering Unmasked Estep 
Score: -25551358.000000 Penalty: 6095.224121
	Iteration 19Q: 3 clusters Score -2.555136e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 192819 members 
Entering Unmasked Estep 
Score: -25552666.000000 Penalty: 6095.224121
	Iteration 20F: 3 clusters Score -2.555267e+07 nChanged 3281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 196080 members 
Entering Unmasked Estep 
Score: -25554080.000000 Penalty: 6095.224121
	Iteration 21Q: 3 clusters Score -2.555408e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 199015 members 
Entering Unmasked Estep 
Score: -25555202.000000 Penalty: 6095.224121
	Iteration 22Q: 3 clusters Score -2.55552e+07 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 201709 members 
Entering Unmasked Estep 
Score: -25556084.000000 Penalty: 6095.224121
	Iteration 23Q: 3 clusters Score -2.555608e+07 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 204059 members 
Entering Unmasked Estep 
Score: -25557140.000000 Penalty: 6095.224121
	Iteration 24Q: 3 clusters Score -2.555714e+07 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 206118 members 
Entering Unmasked Estep 
Score: -25558102.000000 Penalty: 6095.224121
	Iteration 25Q: 3 clusters Score -2.55581e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 207863 members 
Entering Unmasked Estep 
Score: -25558706.000000 Penalty: 6095.224121
	Iteration 26Q: 3 clusters Score -2.555871e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 209274 members 
Entering Unmasked Estep 
Score: -25559386.000000 Penalty: 6095.224121
	Iteration 27Q: 3 clusters Score -2.555939e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 210460 members 
Entering Unmasked Estep 
Score: -25559876.000000 Penalty: 6095.224121
	Iteration 28Q: 3 clusters Score -2.555988e+07 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5813 members 
Mstep: Class 2 contains 211427 members 
Entering Unmasked Estep 
Score: -25560280.000000 Penalty: 6095.224121
	Iteration 29Q: 3 clusters Score -2.556028e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 212168 members 
Entering Unmasked Estep 
Score: -25560538.000000 Penalty: 6095.224121
	Iteration 30Q: 3 clusters Score -2.556054e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 212754 members 
Entering Unmasked Estep 
Score: -25560728.000000 Penalty: 6095.224121
	Iteration 31Q: 3 clusters Score -2.556073e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 213182 members 
Entering Unmasked Estep 
Score: -25560894.000000 Penalty: 6095.224121
	Iteration 32Q: 3 clusters Score -2.556089e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 213530 members 
Entering Unmasked Estep 
Score: -25561000.000000 Penalty: 6095.224121
	Iteration 33Q: 3 clusters Score -2.5561e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 213802 members 
Entering Unmasked Estep 
Score: -25561044.000000 Penalty: 6095.224121
	Iteration 34Q: 3 clusters Score -2.556104e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 214039 members 
Entering Unmasked Estep 
Score: -25561110.000000 Penalty: 6095.224121
	Iteration 35Q: 3 clusters Score -2.556111e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 214251 members 
Entering Unmasked Estep 
Score: -25561134.000000 Penalty: 6095.224121
	Iteration 36Q: 3 clusters Score -2.556113e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 214412 members 
Entering Unmasked Estep 
Score: -25561154.000000 Penalty: 6095.224121
	Iteration 37Q: 3 clusters Score -2.556115e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 214546 members 
Entering Unmasked Estep 
Score: -25561250.000000 Penalty: 6095.224121
	Iteration 38Q: 3 clusters Score -2.556125e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 214656 members 
Entering Unmasked Estep 
Score: -25561278.000000 Penalty: 6095.224121
	Iteration 39Q: 3 clusters Score -2.556128e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 214741 members 
Entering Unmasked Estep 
Score: -25561284.000000 Penalty: 6095.224121
	Iteration 40F: 3 clusters Score -2.556128e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 214807 members 
Entering Unmasked Estep 
Score: -25561272.000000 Penalty: 6095.224121
	Iteration 41Q: 3 clusters Score -2.556127e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 214867 members 
Entering Unmasked Estep 
Score: -25561310.000000 Penalty: 6095.224121
	Iteration 42Q: 3 clusters Score -2.556131e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 214908 members 
Entering Unmasked Estep 
Score: -25561320.000000 Penalty: 6095.224121
	Iteration 43Q: 3 clusters Score -2.556132e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 214942 members 
Entering Unmasked Estep 
Score: -25561320.000000 Penalty: 6095.224121
	Iteration 44Q: 3 clusters Score -2.556132e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 214973 members 
Entering Unmasked Estep 
Score: -25561328.000000 Penalty: 6095.224121
	Iteration 45Q: 3 clusters Score -2.556133e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 215006 members 
Entering Unmasked Estep 
Score: -25561332.000000 Penalty: 6095.224121
	Iteration 46Q: 3 clusters Score -2.556133e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 215037 members 
Entering Unmasked Estep 
Score: -25561320.000000 Penalty: 6095.224121
	Iteration 47Q: 3 clusters Score -2.556132e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 215060 members 
Entering Unmasked Estep 
Score: -25561324.000000 Penalty: 6095.224121
	Iteration 48Q: 3 clusters Score -2.556132e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 215085 members 
Entering Unmasked Estep 
Score: -25561310.000000 Penalty: 6095.224121
	Iteration 49Q: 3 clusters Score -2.556131e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 215106 members 
Entering Unmasked Estep 
Score: -25561316.000000 Penalty: 6095.224121
	Iteration 50Q: 3 clusters Score -2.556132e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 215131 members 
Entering Unmasked Estep 
Score: -25561304.000000 Penalty: 6095.224121
	Iteration 51Q: 3 clusters Score -2.55613e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 215154 members 
Entering Unmasked Estep 
Score: -25561304.000000 Penalty: 6095.224121
	Iteration 52Q: 3 clusters Score -2.55613e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 215173 members 
Entering Unmasked Estep 
Score: -25561308.000000 Penalty: 6095.224121
	Iteration 53Q: 3 clusters Score -2.556131e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 215184 members 
Entering Unmasked Estep 
Score: -25561306.000000 Penalty: 6095.224121
	Iteration 54Q: 3 clusters Score -2.556131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 215190 members 
Entering Unmasked Estep 
Score: -25561310.000000 Penalty: 6095.224121
	Iteration 55Q: 3 clusters Score -2.556131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 215195 members 
Entering Unmasked Estep 
Score: -25561308.000000 Penalty: 6095.224121
	Iteration 56Q: 3 clusters Score -2.556131e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 215204 members 
Entering Unmasked Estep 
Score: -25561314.000000 Penalty: 6095.224121
	Iteration 57Q: 3 clusters Score -2.556131e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 215208 members 
Entering Unmasked Estep 
Score: -25561324.000000 Penalty: 6095.224121
	Iteration 58Q: 3 clusters Score -2.556132e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 215217 members 
Entering Unmasked Estep 
Score: -25561332.000000 Penalty: 6095.224121
	Iteration 59Q: 3 clusters Score -2.556133e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 215224 members 
Entering Unmasked Estep 
Score: -25561330.000000 Penalty: 6095.224121
	Iteration 60F: 3 clusters Score -2.556133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 215227 members 
Entering Unmasked Estep 
Score: -25561324.000000 Penalty: 6095.224121
	Iteration 61Q: 3 clusters Score -2.556132e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 215232 members 
Entering Unmasked Estep 
Score: -25561346.000000 Penalty: 6095.224121
	Iteration 62Q: 3 clusters Score -2.556135e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 215236 members 
Entering Unmasked Estep 
Score: -25561326.000000 Penalty: 6095.224121
	Iteration 63Q: 3 clusters Score -2.556133e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 215237 members 
Entering Unmasked Estep 
Score: -25561332.000000 Penalty: 6095.224121
	Iteration 64Q: 3 clusters Score -2.556133e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 215237 members 
Entering Unmasked Estep 
Score: -25561346.000000 Penalty: 6095.224121
	Iteration 65Q: 3 clusters Score -2.556135e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 215238 members 
Entering Unmasked Estep 
Score: -25561332.000000 Penalty: 6095.224121
	Iteration 66Q: 3 clusters Score -2.556133e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 215238 members 
Entering Unmasked Estep 
Score: -25561332.000000 Penalty: 6095.224121
	Iteration 67F: 3 clusters Score -2.556133e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -197710.093750 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -197710.1 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 1266 members 
Entering Unmasked Estep 
Score: -194783.781250 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -194783.8 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -195582.984375 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -195583 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -196130.218750 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -196130.2 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -196856.796875 Penalty: 3889.965088
	Iteration 3F: 3 clusters Score -196856.8 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -197474.078125 Penalty: 3889.965088
	Iteration 4F: 3 clusters Score -197474.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -197814.281250 Penalty: 3889.965088
	Iteration 5F: 3 clusters Score -197814.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -198000.937500 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -198000.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -198066.421875 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -198066.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -198087.218750 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -198087.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -198105.625000 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -198105.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -198117.250000 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -198117.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -198119.640625 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -198119.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -198120.875000 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -198120.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -198122.078125 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -198122.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -198123.453125 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -198123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -198124.359375 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -198124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -198124.359375 Penalty: 3889.965088
	Iteration 16F: 3 clusters Score -198124.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175843 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 257176 members 
Mstep: Class 9 contains 91847 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 19689 members 
Mstep: Class 13 contains 156430 members 
Mstep: Class 14 contains 15694 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 154488 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181635 members 
Mstep: Class 19 contains 26531 members 
Mstep: Class 20 contains 13313 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10319 members 
Mstep: Class 24 contains 217240 members 
Mstep: Class 25 contains 1360 members 
Mstep: Class 26 contains 1187 members 
Entering Unmasked Estep 
Score: -161453360.000000 Penalty: 91337.375000
Splitting cluster 25 changes total score from -161453664.000000 to -161453360.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 7965 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175843 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 257176 members 
Mstep: Class 9 contains 91847 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 9091 members 
Mstep: Class 12 contains 19689 members 
Mstep: Class 13 contains 156430 members 
Mstep: Class 14 contains 15694 members 
Mstep: Class 15 contains 19671 members 
Mstep: Class 16 contains 154488 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181635 members 
Mstep: Class 19 contains 26531 members 
Mstep: Class 20 contains 13313 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10319 members 
Mstep: Class 24 contains 217240 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453904.000000 Penalty: 87824.398438
Iteration 279Q: 26 clusters Score -1.614539e+08 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175864 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 257477 members 
Mstep: Class 9 contains 91869 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 9097 members 
Mstep: Class 12 contains 19693 members 
Mstep: Class 13 contains 156426 members 
Mstep: Class 14 contains 15692 members 
Mstep: Class 15 contains 19674 members 
Mstep: Class 16 contains 154273 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181544 members 
Mstep: Class 19 contains 26528 members 
Mstep: Class 20 contains 13308 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10319 members 
Mstep: Class 24 contains 217200 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454224.000000 Penalty: 87824.398438
Iteration 280F: 26 clusters Score -1.614542e+08 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175866 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 257808 members 
Mstep: Class 9 contains 91886 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 9104 members 
Mstep: Class 12 contains 19695 members 
Mstep: Class 13 contains 156406 members 
Mstep: Class 14 contains 15689 members 
Mstep: Class 15 contains 19674 members 
Mstep: Class 16 contains 154065 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181461 members 
Mstep: Class 19 contains 26523 members 
Mstep: Class 20 contains 13311 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10319 members 
Mstep: Class 24 contains 217159 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454080.000000 Penalty: 87824.398438
Iteration 281Q: 26 clusters Score -1.614541e+08 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175858 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 258135 members 
Mstep: Class 9 contains 91916 members 
Mstep: Class 10 contains 11299 members 
Mstep: Class 11 contains 9111 members 
Mstep: Class 12 contains 19695 members 
Mstep: Class 13 contains 156403 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 153841 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181385 members 
Mstep: Class 19 contains 26523 members 
Mstep: Class 20 contains 13307 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10317 members 
Mstep: Class 24 contains 217116 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454240.000000 Penalty: 87824.398438
Iteration 282Q: 26 clusters Score -1.614542e+08 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175859 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 258454 members 
Mstep: Class 9 contains 91939 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 9120 members 
Mstep: Class 12 contains 19696 members 
Mstep: Class 13 contains 156419 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 153610 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181285 members 
Mstep: Class 19 contains 26523 members 
Mstep: Class 20 contains 13307 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10317 members 
Mstep: Class 24 contains 217078 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454240.000000 Penalty: 87824.398438
Iteration 283Q: 26 clusters Score -1.614542e+08 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175869 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 258729 members 
Mstep: Class 9 contains 91956 members 
Mstep: Class 10 contains 11299 members 
Mstep: Class 11 contains 9132 members 
Mstep: Class 12 contains 19695 members 
Mstep: Class 13 contains 156416 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 19674 members 
Mstep: Class 16 contains 153408 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181222 members 
Mstep: Class 19 contains 26526 members 
Mstep: Class 20 contains 13300 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10316 members 
Mstep: Class 24 contains 217038 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454528.000000 Penalty: 87824.398438
Iteration 284Q: 26 clusters Score -1.614545e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175855 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 259025 members 
Mstep: Class 9 contains 91980 members 
Mstep: Class 10 contains 11301 members 
Mstep: Class 11 contains 9140 members 
Mstep: Class 12 contains 19698 members 
Mstep: Class 13 contains 156411 members 
Mstep: Class 14 contains 15687 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 153202 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181153 members 
Mstep: Class 19 contains 26530 members 
Mstep: Class 20 contains 13295 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10317 members 
Mstep: Class 24 contains 216998 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454544.000000 Penalty: 87824.398438
Iteration 285Q: 26 clusters Score -1.614545e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 7968 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175877 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 259321 members 
Mstep: Class 9 contains 92000 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 9146 members 
Mstep: Class 12 contains 19702 members 
Mstep: Class 13 contains 156400 members 
Mstep: Class 14 contains 15686 members 
Mstep: Class 15 contains 19672 members 
Mstep: Class 16 contains 153000 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181083 members 
Mstep: Class 19 contains 26529 members 
Mstep: Class 20 contains 13288 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10318 members 
Mstep: Class 24 contains 216938 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454368.000000 Penalty: 87824.398438
Iteration 286Q: 26 clusters Score -1.614544e+08 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24364 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175862 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 259623 members 
Mstep: Class 9 contains 92022 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 9151 members 
Mstep: Class 12 contains 19707 members 
Mstep: Class 13 contains 156395 members 
Mstep: Class 14 contains 15686 members 
Mstep: Class 15 contains 19675 members 
Mstep: Class 16 contains 152796 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 181036 members 
Mstep: Class 19 contains 26533 members 
Mstep: Class 20 contains 13281 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10317 members 
Mstep: Class 24 contains 216876 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454368.000000 Penalty: 87824.398438
Iteration 287Q: 26 clusters Score -1.614544e+08 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24362 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175850 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 259886 members 
Mstep: Class 9 contains 92047 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 9158 members 
Mstep: Class 12 contains 19714 members 
Mstep: Class 13 contains 156382 members 
Mstep: Class 14 contains 15686 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 152621 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180980 members 
Mstep: Class 19 contains 26539 members 
Mstep: Class 20 contains 13278 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12085 members 
Mstep: Class 23 contains 10317 members 
Mstep: Class 24 contains 216827 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454448.000000 Penalty: 87824.398438
Iteration 288Q: 26 clusters Score -1.614544e+08 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7972 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175866 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 260149 members 
Mstep: Class 9 contains 92076 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9169 members 
Mstep: Class 12 contains 19717 members 
Mstep: Class 13 contains 156371 members 
Mstep: Class 14 contains 15685 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 152453 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180905 members 
Mstep: Class 19 contains 26543 members 
Mstep: Class 20 contains 13278 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12086 members 
Mstep: Class 23 contains 10317 members 
Mstep: Class 24 contains 216758 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454352.000000 Penalty: 87824.398438
Iteration 289Q: 26 clusters Score -1.614544e+08 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 7972 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175882 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 260428 members 
Mstep: Class 9 contains 92116 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9177 members 
Mstep: Class 12 contains 19720 members 
Mstep: Class 13 contains 156382 members 
Mstep: Class 14 contains 15685 members 
Mstep: Class 15 contains 19672 members 
Mstep: Class 16 contains 152261 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180829 members 
Mstep: Class 19 contains 26543 members 
Mstep: Class 20 contains 13276 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12087 members 
Mstep: Class 23 contains 10318 members 
Mstep: Class 24 contains 216670 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454432.000000 Penalty: 87824.398438
Iteration 290Q: 26 clusters Score -1.614544e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175897 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 260694 members 
Mstep: Class 9 contains 92136 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 9184 members 
Mstep: Class 12 contains 19722 members 
Mstep: Class 13 contains 156400 members 
Mstep: Class 14 contains 15685 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 152046 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180768 members 
Mstep: Class 19 contains 26550 members 
Mstep: Class 20 contains 13276 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12087 members 
Mstep: Class 23 contains 10319 members 
Mstep: Class 24 contains 216612 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454240.000000 Penalty: 87824.398438
Iteration 291Q: 26 clusters Score -1.614542e+08 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175906 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 260925 members 
Mstep: Class 9 contains 92172 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 9194 members 
Mstep: Class 12 contains 19722 members 
Mstep: Class 13 contains 156432 members 
Mstep: Class 14 contains 15685 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 151846 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180690 members 
Mstep: Class 19 contains 26554 members 
Mstep: Class 20 contains 13271 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12087 members 
Mstep: Class 23 contains 10321 members 
Mstep: Class 24 contains 216572 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454192.000000 Penalty: 87824.398438
Iteration 292Q: 26 clusters Score -1.614542e+08 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175895 members 
Mstep: Class 7 contains 3526 members 
Mstep: Class 8 contains 261188 members 
Mstep: Class 9 contains 92208 members 
Mstep: Class 10 contains 11302 members 
Mstep: Class 11 contains 9201 members 
Mstep: Class 12 contains 19726 members 
Mstep: Class 13 contains 156450 members 
Mstep: Class 14 contains 15684 members 
Mstep: Class 15 contains 19674 members 
Mstep: Class 16 contains 151627 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180631 members 
Mstep: Class 19 contains 26558 members 
Mstep: Class 20 contains 13258 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12087 members 
Mstep: Class 23 contains 10322 members 
Mstep: Class 24 contains 216543 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453984.000000 Penalty: 87824.398438
Iteration 293Q: 26 clusters Score -1.61454e+08 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175879 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 261438 members 
Mstep: Class 9 contains 92265 members 
Mstep: Class 10 contains 11302 members 
Mstep: Class 11 contains 9205 members 
Mstep: Class 12 contains 19726 members 
Mstep: Class 13 contains 156441 members 
Mstep: Class 14 contains 15684 members 
Mstep: Class 15 contains 19672 members 
Mstep: Class 16 contains 151431 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180581 members 
Mstep: Class 19 contains 26566 members 
Mstep: Class 20 contains 13246 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12087 members 
Mstep: Class 23 contains 10322 members 
Mstep: Class 24 contains 216512 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454080.000000 Penalty: 87824.398438
Iteration 294Q: 26 clusters Score -1.614541e+08 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175877 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 261703 members 
Mstep: Class 9 contains 92303 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 9214 members 
Mstep: Class 12 contains 19726 members 
Mstep: Class 13 contains 156428 members 
Mstep: Class 14 contains 15682 members 
Mstep: Class 15 contains 19674 members 
Mstep: Class 16 contains 151244 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180542 members 
Mstep: Class 19 contains 26570 members 
Mstep: Class 20 contains 13240 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12087 members 
Mstep: Class 23 contains 10322 members 
Mstep: Class 24 contains 216441 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454128.000000 Penalty: 87824.398438
Iteration 295Q: 26 clusters Score -1.614541e+08 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175879 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 261916 members 
Mstep: Class 9 contains 92343 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 9221 members 
Mstep: Class 12 contains 19728 members 
Mstep: Class 13 contains 156423 members 
Mstep: Class 14 contains 15680 members 
Mstep: Class 15 contains 19674 members 
Mstep: Class 16 contains 151074 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180512 members 
Mstep: Class 19 contains 26576 members 
Mstep: Class 20 contains 13235 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12087 members 
Mstep: Class 23 contains 10322 members 
Mstep: Class 24 contains 216383 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454272.000000 Penalty: 87824.398438
Iteration 296Q: 26 clusters Score -1.614543e+08 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175864 members 
Mstep: Class 7 contains 3524 members 
Mstep: Class 8 contains 262150 members 
Mstep: Class 9 contains 92377 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9226 members 
Mstep: Class 12 contains 19731 members 
Mstep: Class 13 contains 156416 members 
Mstep: Class 14 contains 15679 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 150911 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180464 members 
Mstep: Class 19 contains 26575 members 
Mstep: Class 20 contains 13228 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 216346 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454208.000000 Penalty: 87824.398438
Iteration 297Q: 26 clusters Score -1.614542e+08 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 7973 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175875 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 262357 members 
Mstep: Class 9 contains 92404 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 9229 members 
Mstep: Class 12 contains 19734 members 
Mstep: Class 13 contains 156411 members 
Mstep: Class 14 contains 15677 members 
Mstep: Class 15 contains 19678 members 
Mstep: Class 16 contains 150758 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180416 members 
Mstep: Class 19 contains 26577 members 
Mstep: Class 20 contains 13222 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 216305 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453984.000000 Penalty: 87824.398438
Iteration 298Q: 26 clusters Score -1.61454e+08 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7973 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175907 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 262518 members 
Mstep: Class 9 contains 92430 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 9229 members 
Mstep: Class 12 contains 19732 members 
Mstep: Class 13 contains 156415 members 
Mstep: Class 14 contains 15676 members 
Mstep: Class 15 contains 19682 members 
Mstep: Class 16 contains 150616 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180349 members 
Mstep: Class 19 contains 26580 members 
Mstep: Class 20 contains 13217 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10323 members 
Mstep: Class 24 contains 216292 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453648.000000 Penalty: 87824.398438
Iteration 299Q: 26 clusters Score -1.614536e+08 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7974 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175958 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 262693 members 
Mstep: Class 9 contains 92451 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 9229 members 
Mstep: Class 12 contains 19733 members 
Mstep: Class 13 contains 156391 members 
Mstep: Class 14 contains 15674 members 
Mstep: Class 15 contains 19683 members 
Mstep: Class 16 contains 150454 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180313 members 
Mstep: Class 19 contains 26580 members 
Mstep: Class 20 contains 13214 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10322 members 
Mstep: Class 24 contains 216271 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453456.000000 Penalty: 87824.398438
Iteration 300F: 26 clusters Score -1.614535e+08 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175983 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 262859 members 
Mstep: Class 9 contains 92464 members 
Mstep: Class 10 contains 11303 members 
Mstep: Class 11 contains 9229 members 
Mstep: Class 12 contains 19737 members 
Mstep: Class 13 contains 156381 members 
Mstep: Class 14 contains 15672 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 150297 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180285 members 
Mstep: Class 19 contains 26584 members 
Mstep: Class 20 contains 13201 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10322 members 
Mstep: Class 24 contains 216267 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453632.000000 Penalty: 87824.398438
Iteration 301Q: 26 clusters Score -1.614536e+08 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176035 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 262989 members 
Mstep: Class 9 contains 92478 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9231 members 
Mstep: Class 12 contains 19737 members 
Mstep: Class 13 contains 156375 members 
Mstep: Class 14 contains 15671 members 
Mstep: Class 15 contains 19685 members 
Mstep: Class 16 contains 150132 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180269 members 
Mstep: Class 19 contains 26592 members 
Mstep: Class 20 contains 13191 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10324 members 
Mstep: Class 24 contains 216256 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453584.000000 Penalty: 87824.398438
Iteration 302Q: 26 clusters Score -1.614536e+08 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176085 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 263139 members 
Mstep: Class 9 contains 92495 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 9236 members 
Mstep: Class 12 contains 19737 members 
Mstep: Class 13 contains 156370 members 
Mstep: Class 14 contains 15671 members 
Mstep: Class 15 contains 19683 members 
Mstep: Class 16 contains 149963 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180239 members 
Mstep: Class 19 contains 26598 members 
Mstep: Class 20 contains 13182 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10324 members 
Mstep: Class 24 contains 216240 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453680.000000 Penalty: 87824.398438
Iteration 303Q: 26 clusters Score -1.614537e+08 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24351 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176121 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 263315 members 
Mstep: Class 9 contains 92506 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 9239 members 
Mstep: Class 12 contains 19738 members 
Mstep: Class 13 contains 156374 members 
Mstep: Class 14 contains 15670 members 
Mstep: Class 15 contains 19682 members 
Mstep: Class 16 contains 149782 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180220 members 
Mstep: Class 19 contains 26599 members 
Mstep: Class 20 contains 13176 members 
Mstep: Class 21 contains 2513 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10324 members 
Mstep: Class 24 contains 216216 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453616.000000 Penalty: 87824.398438
Iteration 304Q: 26 clusters Score -1.614536e+08 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176148 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 263481 members 
Mstep: Class 9 contains 92525 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 9242 members 
Mstep: Class 12 contains 19739 members 
Mstep: Class 13 contains 156368 members 
Mstep: Class 14 contains 15668 members 
Mstep: Class 15 contains 19679 members 
Mstep: Class 16 contains 149610 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180200 members 
Mstep: Class 19 contains 26601 members 
Mstep: Class 20 contains 13169 members 
Mstep: Class 21 contains 2513 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10325 members 
Mstep: Class 24 contains 216205 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453648.000000 Penalty: 87824.398438
Iteration 305Q: 26 clusters Score -1.614536e+08 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176153 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 263652 members 
Mstep: Class 9 contains 92547 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 9247 members 
Mstep: Class 12 contains 19741 members 
Mstep: Class 13 contains 156385 members 
Mstep: Class 14 contains 15668 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 149429 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180186 members 
Mstep: Class 19 contains 26605 members 
Mstep: Class 20 contains 13164 members 
Mstep: Class 21 contains 2513 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10326 members 
Mstep: Class 24 contains 216179 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453888.000000 Penalty: 87824.398438
Iteration 306Q: 26 clusters Score -1.614539e+08 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176149 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 263813 members 
Mstep: Class 9 contains 92568 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 9252 members 
Mstep: Class 12 contains 19740 members 
Mstep: Class 13 contains 156418 members 
Mstep: Class 14 contains 15667 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 149286 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180167 members 
Mstep: Class 19 contains 26610 members 
Mstep: Class 20 contains 13162 members 
Mstep: Class 21 contains 2513 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10326 members 
Mstep: Class 24 contains 216123 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453952.000000 Penalty: 87824.398438
Iteration 307Q: 26 clusters Score -1.61454e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24356 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176159 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 263979 members 
Mstep: Class 9 contains 92581 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 9258 members 
Mstep: Class 12 contains 19739 members 
Mstep: Class 13 contains 156430 members 
Mstep: Class 14 contains 15667 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 149129 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180147 members 
Mstep: Class 19 contains 26614 members 
Mstep: Class 20 contains 13158 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10327 members 
Mstep: Class 24 contains 216094 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453744.000000 Penalty: 87824.398438
Iteration 308Q: 26 clusters Score -1.614537e+08 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176156 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 264174 members 
Mstep: Class 9 contains 92605 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 9260 members 
Mstep: Class 12 contains 19741 members 
Mstep: Class 13 contains 156402 members 
Mstep: Class 14 contains 15666 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 148981 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180123 members 
Mstep: Class 19 contains 26617 members 
Mstep: Class 20 contains 13153 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10330 members 
Mstep: Class 24 contains 216074 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453824.000000 Penalty: 87824.398438
Iteration 309Q: 26 clusters Score -1.614538e+08 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176153 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 264364 members 
Mstep: Class 9 contains 92621 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 9261 members 
Mstep: Class 12 contains 19739 members 
Mstep: Class 13 contains 156379 members 
Mstep: Class 14 contains 15665 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 148833 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180110 members 
Mstep: Class 19 contains 26619 members 
Mstep: Class 20 contains 13147 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 216058 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453760.000000 Penalty: 87824.398438
Iteration 310Q: 26 clusters Score -1.614538e+08 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176142 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 264523 members 
Mstep: Class 9 contains 92640 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9263 members 
Mstep: Class 12 contains 19738 members 
Mstep: Class 13 contains 156359 members 
Mstep: Class 14 contains 15663 members 
Mstep: Class 15 contains 19678 members 
Mstep: Class 16 contains 148709 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 180097 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 13137 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 216054 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453984.000000 Penalty: 87824.398438
Iteration 311Q: 26 clusters Score -1.61454e+08 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176130 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 264700 members 
Mstep: Class 9 contains 92654 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9264 members 
Mstep: Class 12 contains 19738 members 
Mstep: Class 13 contains 156333 members 
Mstep: Class 14 contains 15661 members 
Mstep: Class 15 contains 19678 members 
Mstep: Class 16 contains 148592 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 180073 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 13132 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10332 members 
Mstep: Class 24 contains 216048 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453696.000000 Penalty: 87824.398438
Iteration 312Q: 26 clusters Score -1.614537e+08 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24358 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176120 members 
Mstep: Class 7 contains 3521 members 
Mstep: Class 8 contains 264865 members 
Mstep: Class 9 contains 92670 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9266 members 
Mstep: Class 12 contains 19737 members 
Mstep: Class 13 contains 156309 members 
Mstep: Class 14 contains 15660 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 148482 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 180031 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 13124 members 
Mstep: Class 21 contains 2512 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10332 members 
Mstep: Class 24 contains 216060 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453744.000000 Penalty: 87824.398438
Iteration 313Q: 26 clusters Score -1.614537e+08 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176112 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 265048 members 
Mstep: Class 9 contains 92681 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9270 members 
Mstep: Class 12 contains 19739 members 
Mstep: Class 13 contains 156280 members 
Mstep: Class 14 contains 15658 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 148359 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 180004 members 
Mstep: Class 19 contains 26627 members 
Mstep: Class 20 contains 13121 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 216050 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453712.000000 Penalty: 87824.398438
Iteration 314Q: 26 clusters Score -1.614537e+08 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24361 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176099 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 265210 members 
Mstep: Class 9 contains 92689 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9274 members 
Mstep: Class 12 contains 19740 members 
Mstep: Class 13 contains 156287 members 
Mstep: Class 14 contains 15654 members 
Mstep: Class 15 contains 19677 members 
Mstep: Class 16 contains 148235 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 179988 members 
Mstep: Class 19 contains 26628 members 
Mstep: Class 20 contains 13113 members 
Mstep: Class 21 contains 2511 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 216029 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453856.000000 Penalty: 87824.398438
Iteration 315Q: 26 clusters Score -1.614539e+08 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24363 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176106 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 265378 members 
Mstep: Class 9 contains 92697 members 
Mstep: Class 10 contains 11308 members 
Mstep: Class 11 contains 9277 members 
Mstep: Class 12 contains 19741 members 
Mstep: Class 13 contains 156282 members 
Mstep: Class 14 contains 15650 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 148108 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 179989 members 
Mstep: Class 19 contains 26626 members 
Mstep: Class 20 contains 13103 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 215988 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453696.000000 Penalty: 87824.398438
Iteration 316Q: 26 clusters Score -1.614537e+08 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176085 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 265537 members 
Mstep: Class 9 contains 92701 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 9280 members 
Mstep: Class 12 contains 19742 members 
Mstep: Class 13 contains 156279 members 
Mstep: Class 14 contains 15647 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 147980 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 179991 members 
Mstep: Class 19 contains 26626 members 
Mstep: Class 20 contains 13090 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 215984 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453872.000000 Penalty: 87824.398438
Iteration 317Q: 26 clusters Score -1.614539e+08 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176053 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 265700 members 
Mstep: Class 9 contains 92702 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9286 members 
Mstep: Class 12 contains 19741 members 
Mstep: Class 13 contains 156285 members 
Mstep: Class 14 contains 15643 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 147868 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 179988 members 
Mstep: Class 19 contains 26626 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 2510 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 215970 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454032.000000 Penalty: 87824.398438
Iteration 318Q: 26 clusters Score -1.61454e+08 nChanged 486
Entering ConstructFrom: 
Score: -161454032.000000 Penalty: 87824.398438
Entering ConstructFrom: 
Trying to split cluster 1 (24366 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Entering Unmasked Estep 
Score: -2473084.250000 Penalty: 2505.033936
	Iteration 0F: 2 clusters Score -2473084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12078 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2456058.000000 Penalty: 5010.067871
	Iteration 0F: 3 clusters Score -2456058 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2462143.000000 Penalty: 5010.067871
	Iteration 1F: 3 clusters Score -2462143 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11223 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2462686.750000 Penalty: 5010.067871
	Iteration 2F: 3 clusters Score -2462687 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -2463254.000000 Penalty: 5010.067871
	Iteration 3Q: 3 clusters Score -2463254 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10275 members 
Mstep: Class 2 contains 14091 members 
Entering Unmasked Estep 
Score: -2463890.000000 Penalty: 5010.067871
	Iteration 4F: 3 clusters Score -2463890 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -2464616.250000 Penalty: 5010.067871
	Iteration 5F: 3 clusters Score -2464616 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2465521.250000 Penalty: 5010.067871
	Iteration 6F: 3 clusters Score -2465521 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -2466558.500000 Penalty: 5010.067871
	Iteration 7F: 3 clusters Score -2466558 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6737 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -2467644.250000 Penalty: 5010.067871
	Iteration 8F: 3 clusters Score -2467644 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 18485 members 
Entering Unmasked Estep 
Score: -2468651.500000 Penalty: 5010.067871
	Iteration 9F: 3 clusters Score -2468652 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -2469429.000000 Penalty: 5010.067871
	Iteration 10Q: 3 clusters Score -2469429 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -2469991.000000 Penalty: 5010.067871
	Iteration 11Q: 3 clusters Score -2469991 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -2470399.750000 Penalty: 5010.067871
	Iteration 12Q: 3 clusters Score -2470400 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -2470682.250000 Penalty: 5010.067871
	Iteration 13Q: 3 clusters Score -2470682 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -2470844.000000 Penalty: 5010.067871
	Iteration 14Q: 3 clusters Score -2470844 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2470951.750000 Penalty: 5010.067871
	Iteration 15Q: 3 clusters Score -2470952 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -2471034.250000 Penalty: 5010.067871
	Iteration 16Q: 3 clusters Score -2471034 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2471094.500000 Penalty: 5010.067871
	Iteration 17Q: 3 clusters Score -2471094 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -2471126.750000 Penalty: 5010.067871
	Iteration 18Q: 3 clusters Score -2471127 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2471149.500000 Penalty: 5010.067871
	Iteration 19Q: 3 clusters Score -2471150 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2471165.000000 Penalty: 5010.067871
	Iteration 20F: 3 clusters Score -2471165 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2471173.250000 Penalty: 5010.067871
	Iteration 21Q: 3 clusters Score -2471173 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 20923 members 
Entering Unmasked Estep 
Score: -2471178.500000 Penalty: 5010.067871
	Iteration 22Q: 3 clusters Score -2471178 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 20945 members 
Entering Unmasked Estep 
Score: -2471186.250000 Penalty: 5010.067871
	Iteration 23Q: 3 clusters Score -2471186 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -2471187.250000 Penalty: 5010.067871
	Iteration 24Q: 3 clusters Score -2471187 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -2471202.750000 Penalty: 5010.067871
	Iteration 25Q: 3 clusters Score -2471203 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 21016 members 
Entering Unmasked Estep 
Score: -2471202.500000 Penalty: 5010.067871
	Iteration 26Q: 3 clusters Score -2471202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -2471201.750000 Penalty: 5010.067871
	Iteration 27Q: 3 clusters Score -2471202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -2471201.500000 Penalty: 5010.067871
	Iteration 28Q: 3 clusters Score -2471202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2471204.500000 Penalty: 5010.067871
	Iteration 29Q: 3 clusters Score -2471204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -2471210.500000 Penalty: 5010.067871
	Iteration 30Q: 3 clusters Score -2471210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2471212.750000 Penalty: 5010.067871
	Iteration 31Q: 3 clusters Score -2471213 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2471215.750000 Penalty: 5010.067871
	Iteration 32Q: 3 clusters Score -2471216 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -2471216.750000 Penalty: 5010.067871
	Iteration 33Q: 3 clusters Score -2471217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3283 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -2471215.000000 Penalty: 5010.067871
	Iteration 34Q: 3 clusters Score -2471215 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -2471214.000000 Penalty: 5010.067871
	Iteration 35Q: 3 clusters Score -2471214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 21104 members 
Entering Unmasked Estep 
Score: -2471216.750000 Penalty: 5010.067871
	Iteration 36Q: 3 clusters Score -2471217 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -2471218.000000 Penalty: 5010.067871
	Iteration 37Q: 3 clusters Score -2471218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2471218.250000 Penalty: 5010.067871
	Iteration 38Q: 3 clusters Score -2471218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -2471219.750000 Penalty: 5010.067871
	Iteration 39Q: 3 clusters Score -2471220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -2471220.250000 Penalty: 5010.067871
	Iteration 40F: 3 clusters Score -2471220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -2471219.250000 Penalty: 5010.067871
	Iteration 41Q: 3 clusters Score -2471219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2471221.500000 Penalty: 5010.067871
	Iteration 42Q: 3 clusters Score -2471222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -2471221.500000 Penalty: 5010.067871
	Iteration 43F: 3 clusters Score -2471222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Entering Unmasked Estep 
Score: -781257.937500 Penalty: 2228.048584
	Iteration 0F: 2 clusters Score -781257.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -774915.500000 Penalty: 4456.097168
	Iteration 0F: 3 clusters Score -774915.5 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -776909.125000 Penalty: 4456.097168
	Iteration 1F: 3 clusters Score -776909.1 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -777529.500000 Penalty: 4456.097168
	Iteration 2F: 3 clusters Score -777529.5 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -778138.437500 Penalty: 4456.097168
	Iteration 3F: 3 clusters Score -778138.4 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -778706.750000 Penalty: 4456.097168
	Iteration 4F: 3 clusters Score -778706.8 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -779187.812500 Penalty: 4456.097168
	Iteration 5F: 3 clusters Score -779187.8 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -779514.000000 Penalty: 4456.097168
	Iteration 6F: 3 clusters Score -779514 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -779723.812500 Penalty: 4456.097168
	Iteration 7Q: 3 clusters Score -779723.8 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -779831.937500 Penalty: 4456.097168
	Iteration 8Q: 3 clusters Score -779831.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 3299 members 
Entering Unmasked Estep 
Score: -779893.000000 Penalty: 4456.097168
	Iteration 9Q: 3 clusters Score -779893 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -779927.312500 Penalty: 4456.097168
	Iteration 10Q: 3 clusters Score -779927.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -779952.125000 Penalty: 4456.097168
	Iteration 11Q: 3 clusters Score -779952.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -779965.687500 Penalty: 4456.097168
	Iteration 12Q: 3 clusters Score -779965.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -779977.687500 Penalty: 4456.097168
	Iteration 13Q: 3 clusters Score -779977.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -779991.562500 Penalty: 4456.097168
	Iteration 14Q: 3 clusters Score -779991.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -779999.500000 Penalty: 4456.097168
	Iteration 15Q: 3 clusters Score -779999.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -780007.125000 Penalty: 4456.097168
	Iteration 16Q: 3 clusters Score -780007.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -780011.250000 Penalty: 4456.097168
	Iteration 17Q: 3 clusters Score -780011.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -780012.687500 Penalty: 4456.097168
	Iteration 18Q: 3 clusters Score -780012.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4733 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -780012.875000 Penalty: 4456.097168
	Iteration 19Q: 3 clusters Score -780012.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -780014.687500 Penalty: 4456.097168
	Iteration 20F: 3 clusters Score -780014.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -780016.062500 Penalty: 4456.097168
	Iteration 21Q: 3 clusters Score -780016.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -780016.062500 Penalty: 4456.097168
	Iteration 22F: 3 clusters Score -780016.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -42044.890625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -42044.89 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 226 members 
Entering Unmasked Estep 
Score: -40554.082031 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40554.08 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -40753.585938 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40753.59 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40863.859375 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -40863.86 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -40892.195312 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -40892.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40894.824219 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -40894.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -40894.824219 Penalty: 3020.166260
	Iteration 5F: 3 clusters Score -40894.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (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: -245406.906250 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -245406.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -242597.515625 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -242597.5 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -243166.421875 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -243166.4 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -243520.562500 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -243520.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -243961.421875 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -243961.4 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -244413.921875 Penalty: 3846.647949
	Iteration 4F: 3 clusters Score -244413.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -244928.171875 Penalty: 3846.647949
	Iteration 5F: 3 clusters Score -244928.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -245425.609375 Penalty: 3846.647949
	Iteration 6F: 3 clusters Score -245425.6 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -245637.875000 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -245637.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -245735.031250 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -245735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -245792.562500 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -245792.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -245837.000000 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -245837 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -245884.343750 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -245884.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -245976.265625 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -245976.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -246199.562500 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -246199.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -246310.890625 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -246310.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -246327.593750 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -246327.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -246338.734375 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -246338.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -246342.609375 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -246342.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -246344.656250 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -246344.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -246344.687500 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -246344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -246344.687500 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -246344.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 952 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176018 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 265839 members 
Mstep: Class 9 contains 92710 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 19744 members 
Mstep: Class 13 contains 156279 members 
Mstep: Class 14 contains 15641 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 147755 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 179985 members 
Mstep: Class 19 contains 26623 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 215977 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 1382 members 
Entering Unmasked Estep 
Score: -161452848.000000 Penalty: 91337.375000
Splitting cluster 4 changes total score from -161454032.000000 to -161452848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -50889.976562 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -50889.98 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 242 members 
Entering Unmasked Estep 
Score: -49378.550781 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -49378.55 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -49578.800781 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -49578.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -49636.847656 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -49636.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -49650.464844 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -49650.46 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49658.058594 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -49658.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49658.058594 Penalty: 3080.457520
	Iteration 5F: 3 clusters Score -49658.06 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (176018 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176018 members 
Entering Unmasked Estep 
Score: -20750986.000000 Penalty: 2995.428711
	Iteration 0F: 2 clusters Score -2.075099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87912 members 
Mstep: Class 2 contains 88106 members 
Entering Unmasked Estep 
Score: -20635240.000000 Penalty: 5990.857422
	Iteration 0F: 3 clusters Score -2.063524e+07 nChanged 84335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86617 members 
Mstep: Class 2 contains 89401 members 
Entering Unmasked Estep 
Score: -20684896.000000 Penalty: 5990.857422
	Iteration 1F: 3 clusters Score -2.06849e+07 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86082 members 
Mstep: Class 2 contains 89936 members 
Entering Unmasked Estep 
Score: -20686662.000000 Penalty: 5990.857422
	Iteration 2Q: 3 clusters Score -2.068666e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85486 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -20689232.000000 Penalty: 5990.857422
	Iteration 3Q: 3 clusters Score -2.068923e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84844 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -20693366.000000 Penalty: 5990.857422
	Iteration 4Q: 3 clusters Score -2.069337e+07 nChanged 10000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84076 members 
Mstep: Class 2 contains 91942 members 
Entering Unmasked Estep 
Score: -20699824.000000 Penalty: 5990.857422
	Iteration 5F: 3 clusters Score -2.069982e+07 nChanged 11400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83060 members 
Mstep: Class 2 contains 92958 members 
Entering Unmasked Estep 
Score: -20708012.000000 Penalty: 5990.857422
	Iteration 6F: 3 clusters Score -2.070801e+07 nChanged 12010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81716 members 
Mstep: Class 2 contains 94302 members 
Entering Unmasked Estep 
Score: -20716730.000000 Penalty: 5990.857422
	Iteration 7F: 3 clusters Score -2.071673e+07 nChanged 10836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80410 members 
Mstep: Class 2 contains 95608 members 
Entering Unmasked Estep 
Score: -20723010.000000 Penalty: 5990.857422
	Iteration 8F: 3 clusters Score -2.072301e+07 nChanged 7989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79291 members 
Mstep: Class 2 contains 96727 members 
Entering Unmasked Estep 
Score: -20726420.000000 Penalty: 5990.857422
	Iteration 9Q: 3 clusters Score -2.072642e+07 nChanged 5088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78369 members 
Mstep: Class 2 contains 97649 members 
Entering Unmasked Estep 
Score: -20727648.000000 Penalty: 5990.857422
	Iteration 10Q: 3 clusters Score -2.072765e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77427 members 
Mstep: Class 2 contains 98591 members 
Entering Unmasked Estep 
Score: -20728212.000000 Penalty: 5990.857422
	Iteration 11Q: 3 clusters Score -2.072821e+07 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76445 members 
Mstep: Class 2 contains 99573 members 
Entering Unmasked Estep 
Score: -20728536.000000 Penalty: 5990.857422
	Iteration 12Q: 3 clusters Score -2.072854e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75400 members 
Mstep: Class 2 contains 100618 members 
Entering Unmasked Estep 
Score: -20728888.000000 Penalty: 5990.857422
	Iteration 13Q: 3 clusters Score -2.072889e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74252 members 
Mstep: Class 2 contains 101766 members 
Entering Unmasked Estep 
Score: -20729216.000000 Penalty: 5990.857422
	Iteration 14Q: 3 clusters Score -2.072922e+07 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73084 members 
Mstep: Class 2 contains 102934 members 
Entering Unmasked Estep 
Score: -20729468.000000 Penalty: 5990.857422
	Iteration 15Q: 3 clusters Score -2.072947e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71885 members 
Mstep: Class 2 contains 104133 members 
Entering Unmasked Estep 
Score: -20729856.000000 Penalty: 5990.857422
	Iteration 16Q: 3 clusters Score -2.072986e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70540 members 
Mstep: Class 2 contains 105478 members 
Entering Unmasked Estep 
Score: -20730168.000000 Penalty: 5990.857422
	Iteration 17Q: 3 clusters Score -2.073017e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 107014 members 
Entering Unmasked Estep 
Score: -20730458.000000 Penalty: 5990.857422
	Iteration 18Q: 3 clusters Score -2.073046e+07 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67334 members 
Mstep: Class 2 contains 108684 members 
Entering Unmasked Estep 
Score: -20730868.000000 Penalty: 5990.857422
	Iteration 19Q: 3 clusters Score -2.073087e+07 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65540 members 
Mstep: Class 2 contains 110478 members 
Entering Unmasked Estep 
Score: -20731422.000000 Penalty: 5990.857422
	Iteration 20F: 3 clusters Score -2.073142e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 112409 members 
Entering Unmasked Estep 
Score: -20731868.000000 Penalty: 5990.857422
	Iteration 21Q: 3 clusters Score -2.073187e+07 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61549 members 
Mstep: Class 2 contains 114469 members 
Entering Unmasked Estep 
Score: -20732442.000000 Penalty: 5990.857422
	Iteration 22Q: 3 clusters Score -2.073244e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59373 members 
Mstep: Class 2 contains 116645 members 
Entering Unmasked Estep 
Score: -20733126.000000 Penalty: 5990.857422
	Iteration 23Q: 3 clusters Score -2.073313e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57101 members 
Mstep: Class 2 contains 118917 members 
Entering Unmasked Estep 
Score: -20733814.000000 Penalty: 5990.857422
	Iteration 24Q: 3 clusters Score -2.073381e+07 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54666 members 
Mstep: Class 2 contains 121352 members 
Entering Unmasked Estep 
Score: -20734658.000000 Penalty: 5990.857422
	Iteration 25Q: 3 clusters Score -2.073466e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52077 members 
Mstep: Class 2 contains 123941 members 
Entering Unmasked Estep 
Score: -20735698.000000 Penalty: 5990.857422
	Iteration 26Q: 3 clusters Score -2.07357e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49428 members 
Mstep: Class 2 contains 126590 members 
Entering Unmasked Estep 
Score: -20736758.000000 Penalty: 5990.857422
	Iteration 27Q: 3 clusters Score -2.073676e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 129322 members 
Entering Unmasked Estep 
Score: -20737906.000000 Penalty: 5990.857422
	Iteration 28Q: 3 clusters Score -2.073791e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43980 members 
Mstep: Class 2 contains 132038 members 
Entering Unmasked Estep 
Score: -20739188.000000 Penalty: 5990.857422
	Iteration 29Q: 3 clusters Score -2.073919e+07 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 134718 members 
Entering Unmasked Estep 
Score: -20740438.000000 Penalty: 5990.857422
	Iteration 30Q: 3 clusters Score -2.074044e+07 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38704 members 
Mstep: Class 2 contains 137314 members 
Entering Unmasked Estep 
Score: -20741620.000000 Penalty: 5990.857422
	Iteration 31Q: 3 clusters Score -2.074162e+07 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36194 members 
Mstep: Class 2 contains 139824 members 
Entering Unmasked Estep 
Score: -20742798.000000 Penalty: 5990.857422
	Iteration 32Q: 3 clusters Score -2.07428e+07 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33818 members 
Mstep: Class 2 contains 142200 members 
Entering Unmasked Estep 
Score: -20743746.000000 Penalty: 5990.857422
	Iteration 33Q: 3 clusters Score -2.074375e+07 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31596 members 
Mstep: Class 2 contains 144422 members 
Entering Unmasked Estep 
Score: -20744628.000000 Penalty: 5990.857422
	Iteration 34Q: 3 clusters Score -2.074463e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29537 members 
Mstep: Class 2 contains 146481 members 
Entering Unmasked Estep 
Score: -20745454.000000 Penalty: 5990.857422
	Iteration 35Q: 3 clusters Score -2.074545e+07 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 148361 members 
Entering Unmasked Estep 
Score: -20746124.000000 Penalty: 5990.857422
	Iteration 36Q: 3 clusters Score -2.074612e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 150040 members 
Entering Unmasked Estep 
Score: -20746854.000000 Penalty: 5990.857422
	Iteration 37Q: 3 clusters Score -2.074685e+07 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24431 members 
Mstep: Class 2 contains 151587 members 
Entering Unmasked Estep 
Score: -20747286.000000 Penalty: 5990.857422
	Iteration 38Q: 3 clusters Score -2.074729e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 152973 members 
Entering Unmasked Estep 
Score: -20747576.000000 Penalty: 5990.857422
	Iteration 39Q: 3 clusters Score -2.074758e+07 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 154366 members 
Entering Unmasked Estep 
Score: -20747882.000000 Penalty: 5990.857422
	Iteration 40F: 3 clusters Score -2.074788e+07 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 155611 members 
Entering Unmasked Estep 
Score: -20748194.000000 Penalty: 5990.857422
	Iteration 41Q: 3 clusters Score -2.074819e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 156795 members 
Entering Unmasked Estep 
Score: -20748448.000000 Penalty: 5990.857422
	Iteration 42Q: 3 clusters Score -2.074845e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 157936 members 
Entering Unmasked Estep 
Score: -20748878.000000 Penalty: 5990.857422
	Iteration 43Q: 3 clusters Score -2.074888e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 158975 members 
Entering Unmasked Estep 
Score: -20749134.000000 Penalty: 5990.857422
	Iteration 44Q: 3 clusters Score -2.074913e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16084 members 
Mstep: Class 2 contains 159934 members 
Entering Unmasked Estep 
Score: -20749292.000000 Penalty: 5990.857422
	Iteration 45Q: 3 clusters Score -2.074929e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 160827 members 
Entering Unmasked Estep 
Score: -20749418.000000 Penalty: 5990.857422
	Iteration 46Q: 3 clusters Score -2.074942e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 161642 members 
Entering Unmasked Estep 
Score: -20749618.000000 Penalty: 5990.857422
	Iteration 47Q: 3 clusters Score -2.074962e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13594 members 
Mstep: Class 2 contains 162424 members 
Entering Unmasked Estep 
Score: -20749738.000000 Penalty: 5990.857422
	Iteration 48Q: 3 clusters Score -2.074974e+07 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 163155 members 
Entering Unmasked Estep 
Score: -20749780.000000 Penalty: 5990.857422
	Iteration 49Q: 3 clusters Score -2.074978e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 163816 members 
Entering Unmasked Estep 
Score: -20749914.000000 Penalty: 5990.857422
	Iteration 50Q: 3 clusters Score -2.074991e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 164428 members 
Entering Unmasked Estep 
Score: -20750030.000000 Penalty: 5990.857422
	Iteration 51Q: 3 clusters Score -2.075003e+07 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 164995 members 
Entering Unmasked Estep 
Score: -20750126.000000 Penalty: 5990.857422
	Iteration 52Q: 3 clusters Score -2.075013e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 165483 members 
Entering Unmasked Estep 
Score: -20750174.000000 Penalty: 5990.857422
	Iteration 53Q: 3 clusters Score -2.075017e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 165924 members 
Entering Unmasked Estep 
Score: -20750264.000000 Penalty: 5990.857422
	Iteration 54Q: 3 clusters Score -2.075026e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 166326 members 
Entering Unmasked Estep 
Score: -20750258.000000 Penalty: 5990.857422
	Iteration 55Q: 3 clusters Score -2.075026e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 166711 members 
Entering Unmasked Estep 
Score: -20750344.000000 Penalty: 5990.857422
	Iteration 56Q: 3 clusters Score -2.075034e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 167073 members 
Entering Unmasked Estep 
Score: -20750344.000000 Penalty: 5990.857422
	Iteration 57Q: 3 clusters Score -2.075034e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 167384 members 
Entering Unmasked Estep 
Score: -20750380.000000 Penalty: 5990.857422
	Iteration 58Q: 3 clusters Score -2.075038e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 167687 members 
Entering Unmasked Estep 
Score: -20750386.000000 Penalty: 5990.857422
	Iteration 59Q: 3 clusters Score -2.075039e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8056 members 
Mstep: Class 2 contains 167962 members 
Entering Unmasked Estep 
Score: -20750384.000000 Penalty: 5990.857422
	Iteration 60F: 3 clusters Score -2.075038e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 168189 members 
Entering Unmasked Estep 
Score: -20750406.000000 Penalty: 5990.857422
	Iteration 61Q: 3 clusters Score -2.075041e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 168406 members 
Entering Unmasked Estep 
Score: -20750394.000000 Penalty: 5990.857422
	Iteration 62Q: 3 clusters Score -2.075039e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 168601 members 
Entering Unmasked Estep 
Score: -20750442.000000 Penalty: 5990.857422
	Iteration 63Q: 3 clusters Score -2.075044e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 168791 members 
Entering Unmasked Estep 
Score: -20750458.000000 Penalty: 5990.857422
	Iteration 64Q: 3 clusters Score -2.075046e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 168947 members 
Entering Unmasked Estep 
Score: -20750448.000000 Penalty: 5990.857422
	Iteration 65Q: 3 clusters Score -2.075045e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 169100 members 
Entering Unmasked Estep 
Score: -20750438.000000 Penalty: 5990.857422
	Iteration 66Q: 3 clusters Score -2.075044e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 169234 members 
Entering Unmasked Estep 
Score: -20750470.000000 Penalty: 5990.857422
	Iteration 67Q: 3 clusters Score -2.075047e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 169342 members 
Entering Unmasked Estep 
Score: -20750500.000000 Penalty: 5990.857422
	Iteration 68Q: 3 clusters Score -2.07505e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 169444 members 
Entering Unmasked Estep 
Score: -20750514.000000 Penalty: 5990.857422
	Iteration 69Q: 3 clusters Score -2.075051e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 169522 members 
Entering Unmasked Estep 
Score: -20750528.000000 Penalty: 5990.857422
	Iteration 70Q: 3 clusters Score -2.075053e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 169591 members 
Entering Unmasked Estep 
Score: -20750530.000000 Penalty: 5990.857422
	Iteration 71Q: 3 clusters Score -2.075053e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 169675 members 
Entering Unmasked Estep 
Score: -20750502.000000 Penalty: 5990.857422
	Iteration 72Q: 3 clusters Score -2.07505e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 169750 members 
Entering Unmasked Estep 
Score: -20750498.000000 Penalty: 5990.857422
	Iteration 73Q: 3 clusters Score -2.07505e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 169818 members 
Entering Unmasked Estep 
Score: -20750522.000000 Penalty: 5990.857422
	Iteration 74Q: 3 clusters Score -2.075052e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 169882 members 
Entering Unmasked Estep 
Score: -20750542.000000 Penalty: 5990.857422
	Iteration 75Q: 3 clusters Score -2.075054e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 169936 members 
Entering Unmasked Estep 
Score: -20750566.000000 Penalty: 5990.857422
	Iteration 76Q: 3 clusters Score -2.075057e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 169982 members 
Entering Unmasked Estep 
Score: -20750556.000000 Penalty: 5990.857422
	Iteration 77Q: 3 clusters Score -2.075056e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 170016 members 
Entering Unmasked Estep 
Score: -20750574.000000 Penalty: 5990.857422
	Iteration 78Q: 3 clusters Score -2.075057e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 170049 members 
Entering Unmasked Estep 
Score: -20750584.000000 Penalty: 5990.857422
	Iteration 79Q: 3 clusters Score -2.075058e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 170079 members 
Entering Unmasked Estep 
Score: -20750586.000000 Penalty: 5990.857422
	Iteration 80F: 3 clusters Score -2.075059e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 170107 members 
Entering Unmasked Estep 
Score: -20750586.000000 Penalty: 5990.857422
	Iteration 81Q: 3 clusters Score -2.075059e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 170135 members 
Entering Unmasked Estep 
Score: -20750578.000000 Penalty: 5990.857422
	Iteration 82Q: 3 clusters Score -2.075058e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 170158 members 
Entering Unmasked Estep 
Score: -20750564.000000 Penalty: 5990.857422
	Iteration 83Q: 3 clusters Score -2.075056e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 170179 members 
Entering Unmasked Estep 
Score: -20750552.000000 Penalty: 5990.857422
	Iteration 84Q: 3 clusters Score -2.075055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 170194 members 
Entering Unmasked Estep 
Score: -20750546.000000 Penalty: 5990.857422
	Iteration 85Q: 3 clusters Score -2.075055e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 170212 members 
Entering Unmasked Estep 
Score: -20750536.000000 Penalty: 5990.857422
	Iteration 86Q: 3 clusters Score -2.075054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 170227 members 
Entering Unmasked Estep 
Score: -20750536.000000 Penalty: 5990.857422
	Iteration 87Q: 3 clusters Score -2.075054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 170239 members 
Entering Unmasked Estep 
Score: -20750550.000000 Penalty: 5990.857422
	Iteration 88Q: 3 clusters Score -2.075055e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 170254 members 
Entering Unmasked Estep 
Score: -20750536.000000 Penalty: 5990.857422
	Iteration 89Q: 3 clusters Score -2.075054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 170267 members 
Entering Unmasked Estep 
Score: -20750520.000000 Penalty: 5990.857422
	Iteration 90Q: 3 clusters Score -2.075052e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 170286 members 
Entering Unmasked Estep 
Score: -20750520.000000 Penalty: 5990.857422
	Iteration 91Q: 3 clusters Score -2.075052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 170300 members 
Entering Unmasked Estep 
Score: -20750506.000000 Penalty: 5990.857422
	Iteration 92Q: 3 clusters Score -2.075051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 170315 members 
Entering Unmasked Estep 
Score: -20750522.000000 Penalty: 5990.857422
	Iteration 93Q: 3 clusters Score -2.075052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 170332 members 
Entering Unmasked Estep 
Score: -20750532.000000 Penalty: 5990.857422
	Iteration 94Q: 3 clusters Score -2.075053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 170346 members 
Entering Unmasked Estep 
Score: -20750536.000000 Penalty: 5990.857422
	Iteration 95Q: 3 clusters Score -2.075054e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 170360 members 
Entering Unmasked Estep 
Score: -20750532.000000 Penalty: 5990.857422
	Iteration 96Q: 3 clusters Score -2.075053e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 170378 members 
Entering Unmasked Estep 
Score: -20750540.000000 Penalty: 5990.857422
	Iteration 97Q: 3 clusters Score -2.075054e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 170391 members 
Entering Unmasked Estep 
Score: -20750524.000000 Penalty: 5990.857422
	Iteration 98Q: 3 clusters Score -2.075052e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 170407 members 
Entering Unmasked Estep 
Score: -20750522.000000 Penalty: 5990.857422
	Iteration 99Q: 3 clusters Score -2.075052e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 170426 members 
Entering Unmasked Estep 
Score: -20750508.000000 Penalty: 5990.857422
	Iteration 100F: 3 clusters Score -2.075051e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 170443 members 
Entering Unmasked Estep 
Score: -20750524.000000 Penalty: 5990.857422
	Iteration 101Q: 3 clusters Score -2.075052e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 170458 members 
Entering Unmasked Estep 
Score: -20750522.000000 Penalty: 5990.857422
	Iteration 102Q: 3 clusters Score -2.075052e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 170472 members 
Entering Unmasked Estep 
Score: -20750528.000000 Penalty: 5990.857422
	Iteration 103Q: 3 clusters Score -2.075053e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 170486 members 
Entering Unmasked Estep 
Score: -20750538.000000 Penalty: 5990.857422
	Iteration 104Q: 3 clusters Score -2.075054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 170495 members 
Entering Unmasked Estep 
Score: -20750532.000000 Penalty: 5990.857422
	Iteration 105Q: 3 clusters Score -2.075053e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 170503 members 
Entering Unmasked Estep 
Score: -20750522.000000 Penalty: 5990.857422
	Iteration 106Q: 3 clusters Score -2.075052e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 170513 members 
Entering Unmasked Estep 
Score: -20750526.000000 Penalty: 5990.857422
	Iteration 107Q: 3 clusters Score -2.075053e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 170519 members 
Entering Unmasked Estep 
Score: -20750538.000000 Penalty: 5990.857422
	Iteration 108Q: 3 clusters Score -2.075054e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 170529 members 
Entering Unmasked Estep 
Score: -20750544.000000 Penalty: 5990.857422
	Iteration 109Q: 3 clusters Score -2.075054e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 170534 members 
Entering Unmasked Estep 
Score: -20750560.000000 Penalty: 5990.857422
	Iteration 110Q: 3 clusters Score -2.075056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 170540 members 
Entering Unmasked Estep 
Score: -20750556.000000 Penalty: 5990.857422
	Iteration 111Q: 3 clusters Score -2.075056e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 170544 members 
Entering Unmasked Estep 
Score: -20750550.000000 Penalty: 5990.857422
	Iteration 112Q: 3 clusters Score -2.075055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 170552 members 
Entering Unmasked Estep 
Score: -20750554.000000 Penalty: 5990.857422
	Iteration 113Q: 3 clusters Score -2.075055e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 170560 members 
Entering Unmasked Estep 
Score: -20750562.000000 Penalty: 5990.857422
	Iteration 114Q: 3 clusters Score -2.075056e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 170572 members 
Entering Unmasked Estep 
Score: -20750552.000000 Penalty: 5990.857422
	Iteration 115Q: 3 clusters Score -2.075055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 170582 members 
Entering Unmasked Estep 
Score: -20750540.000000 Penalty: 5990.857422
	Iteration 116Q: 3 clusters Score -2.075054e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 170591 members 
Entering Unmasked Estep 
Score: -20750544.000000 Penalty: 5990.857422
	Iteration 117Q: 3 clusters Score -2.075054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 170599 members 
Entering Unmasked Estep 
Score: -20750554.000000 Penalty: 5990.857422
	Iteration 118Q: 3 clusters Score -2.075055e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 170602 members 
Entering Unmasked Estep 
Score: -20750558.000000 Penalty: 5990.857422
	Iteration 119Q: 3 clusters Score -2.075056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 170607 members 
Entering Unmasked Estep 
Score: -20750568.000000 Penalty: 5990.857422
	Iteration 120F: 3 clusters Score -2.075057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 170617 members 
Entering Unmasked Estep 
Score: -20750562.000000 Penalty: 5990.857422
	Iteration 121Q: 3 clusters Score -2.075056e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 170622 members 
Entering Unmasked Estep 
Score: -20750562.000000 Penalty: 5990.857422
	Iteration 122Q: 3 clusters Score -2.075056e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 170626 members 
Entering Unmasked Estep 
Score: -20750550.000000 Penalty: 5990.857422
	Iteration 123Q: 3 clusters Score -2.075055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 170628 members 
Entering Unmasked Estep 
Score: -20750552.000000 Penalty: 5990.857422
	Iteration 124Q: 3 clusters Score -2.075055e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 170630 members 
Entering Unmasked Estep 
Score: -20750554.000000 Penalty: 5990.857422
	Iteration 125Q: 3 clusters Score -2.075055e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 170631 members 
Entering Unmasked Estep 
Score: -20750556.000000 Penalty: 5990.857422
	Iteration 126Q: 3 clusters Score -2.075056e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 170631 members 
Entering Unmasked Estep 
Score: -20750556.000000 Penalty: 5990.857422
	Iteration 127F: 3 clusters Score -2.075056e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Entering Unmasked Estep 
Score: -399652.031250 Penalty: 2025.432983
	Iteration 0F: 2 clusters Score -399652 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -396025.093750 Penalty: 4050.865967
	Iteration 0F: 3 clusters Score -396025.1 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -396794.656250 Penalty: 4050.865967
	Iteration 1F: 3 clusters Score -396794.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -396966.031250 Penalty: 4050.865967
	Iteration 2F: 3 clusters Score -396966 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -397052.062500 Penalty: 4050.865967
	Iteration 3Q: 3 clusters Score -397052.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -397111.437500 Penalty: 4050.865967
	Iteration 4Q: 3 clusters Score -397111.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -397156.406250 Penalty: 4050.865967
	Iteration 5Q: 3 clusters Score -397156.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -397193.968750 Penalty: 4050.865967
	Iteration 6Q: 3 clusters Score -397194 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -397230.718750 Penalty: 4050.865967
	Iteration 7Q: 3 clusters Score -397230.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -397261.812500 Penalty: 4050.865967
	Iteration 8Q: 3 clusters Score -397261.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -397281.906250 Penalty: 4050.865967
	Iteration 9Q: 3 clusters Score -397281.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -397301.281250 Penalty: 4050.865967
	Iteration 10Q: 3 clusters Score -397301.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -397315.031250 Penalty: 4050.865967
	Iteration 11Q: 3 clusters Score -397315 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -397328.312500 Penalty: 4050.865967
	Iteration 12Q: 3 clusters Score -397328.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -397340.218750 Penalty: 4050.865967
	Iteration 13Q: 3 clusters Score -397340.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -397355.750000 Penalty: 4050.865967
	Iteration 14Q: 3 clusters Score -397355.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -397372.781250 Penalty: 4050.865967
	Iteration 15Q: 3 clusters Score -397372.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -397386.000000 Penalty: 4050.865967
	Iteration 16Q: 3 clusters Score -397386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -397393.375000 Penalty: 4050.865967
	Iteration 17Q: 3 clusters Score -397393.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -397404.250000 Penalty: 4050.865967
	Iteration 18Q: 3 clusters Score -397404.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -397413.000000 Penalty: 4050.865967
	Iteration 19Q: 3 clusters Score -397413 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -397421.687500 Penalty: 4050.865967
	Iteration 20F: 3 clusters Score -397421.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -397426.281250 Penalty: 4050.865967
	Iteration 21Q: 3 clusters Score -397426.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -397432.656250 Penalty: 4050.865967
	Iteration 22Q: 3 clusters Score -397432.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -397438.937500 Penalty: 4050.865967
	Iteration 23Q: 3 clusters Score -397438.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -397446.812500 Penalty: 4050.865967
	Iteration 24Q: 3 clusters Score -397446.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -397454.687500 Penalty: 4050.865967
	Iteration 25Q: 3 clusters Score -397454.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -397463.593750 Penalty: 4050.865967
	Iteration 26Q: 3 clusters Score -397463.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -397475.750000 Penalty: 4050.865967
	Iteration 27Q: 3 clusters Score -397475.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -397486.093750 Penalty: 4050.865967
	Iteration 28Q: 3 clusters Score -397486.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -397493.093750 Penalty: 4050.865967
	Iteration 29Q: 3 clusters Score -397493.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -397503.250000 Penalty: 4050.865967
	Iteration 30Q: 3 clusters Score -397503.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -397511.531250 Penalty: 4050.865967
	Iteration 31Q: 3 clusters Score -397511.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -397517.843750 Penalty: 4050.865967
	Iteration 32Q: 3 clusters Score -397517.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -397522.375000 Penalty: 4050.865967
	Iteration 33Q: 3 clusters Score -397522.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -397526.937500 Penalty: 4050.865967
	Iteration 34Q: 3 clusters Score -397526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -397530.218750 Penalty: 4050.865967
	Iteration 35Q: 3 clusters Score -397530.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -397534.281250 Penalty: 4050.865967
	Iteration 36Q: 3 clusters Score -397534.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -397539.968750 Penalty: 4050.865967
	Iteration 37Q: 3 clusters Score -397540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -397546.062500 Penalty: 4050.865967
	Iteration 38Q: 3 clusters Score -397546.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -397550.968750 Penalty: 4050.865967
	Iteration 39Q: 3 clusters Score -397551 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -397557.187500 Penalty: 4050.865967
	Iteration 40F: 3 clusters Score -397557.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -397564.218750 Penalty: 4050.865967
	Iteration 41Q: 3 clusters Score -397564.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -397569.218750 Penalty: 4050.865967
	Iteration 42Q: 3 clusters Score -397569.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -397577.500000 Penalty: 4050.865967
	Iteration 43Q: 3 clusters Score -397577.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -397585.625000 Penalty: 4050.865967
	Iteration 44Q: 3 clusters Score -397585.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -397594.593750 Penalty: 4050.865967
	Iteration 45Q: 3 clusters Score -397594.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -397605.468750 Penalty: 4050.865967
	Iteration 46Q: 3 clusters Score -397605.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -397617.187500 Penalty: 4050.865967
	Iteration 47Q: 3 clusters Score -397617.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -397624.843750 Penalty: 4050.865967
	Iteration 48Q: 3 clusters Score -397624.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -397634.468750 Penalty: 4050.865967
	Iteration 49Q: 3 clusters Score -397634.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -397641.718750 Penalty: 4050.865967
	Iteration 50Q: 3 clusters Score -397641.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -397650.656250 Penalty: 4050.865967
	Iteration 51Q: 3 clusters Score -397650.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -397658.500000 Penalty: 4050.865967
	Iteration 52Q: 3 clusters Score -397658.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -397666.281250 Penalty: 4050.865967
	Iteration 53Q: 3 clusters Score -397666.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -397672.437500 Penalty: 4050.865967
	Iteration 54Q: 3 clusters Score -397672.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -397675.593750 Penalty: 4050.865967
	Iteration 55Q: 3 clusters Score -397675.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -397675.750000 Penalty: 4050.865967
	Iteration 56Q: 3 clusters Score -397675.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -397676.843750 Penalty: 4050.865967
	Iteration 57Q: 3 clusters Score -397676.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -397676.843750 Penalty: 4050.865967
	Iteration 58F: 3 clusters Score -397676.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (265839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265839 members 
Entering Unmasked Estep 
Score: -31240978.000000 Penalty: 3097.680176
	Iteration 0F: 2 clusters Score -3.124098e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133030 members 
Mstep: Class 2 contains 132809 members 
Entering Unmasked Estep 
Score: -31069154.000000 Penalty: 6195.360352
	Iteration 0F: 3 clusters Score -3.106915e+07 nChanged 128395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133165 members 
Mstep: Class 2 contains 132674 members 
Entering Unmasked Estep 
Score: -31145098.000000 Penalty: 6195.360352
	Iteration 1F: 3 clusters Score -3.11451e+07 nChanged 7038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132735 members 
Mstep: Class 2 contains 133104 members 
Entering Unmasked Estep 
Score: -31146446.000000 Penalty: 6195.360352
	Iteration 2Q: 3 clusters Score -3.114645e+07 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132227 members 
Mstep: Class 2 contains 133612 members 
Entering Unmasked Estep 
Score: -31148242.000000 Penalty: 6195.360352
	Iteration 3Q: 3 clusters Score -3.114824e+07 nChanged 7994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131725 members 
Mstep: Class 2 contains 134114 members 
Entering Unmasked Estep 
Score: -31150692.000000 Penalty: 6195.360352
	Iteration 4Q: 3 clusters Score -3.115069e+07 nChanged 9250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131295 members 
Mstep: Class 2 contains 134544 members 
Entering Unmasked Estep 
Score: -31154322.000000 Penalty: 6195.360352
	Iteration 5Q: 3 clusters Score -3.115432e+07 nChanged 10971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131584 members 
Mstep: Class 2 contains 134255 members 
Entering Unmasked Estep 
Score: -31159888.000000 Penalty: 6195.360352
	Iteration 6Q: 3 clusters Score -3.115989e+07 nChanged 13484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133242 members 
Mstep: Class 2 contains 132597 members 
Entering Unmasked Estep 
Score: -31168354.000000 Penalty: 6195.360352
	Iteration 7F: 3 clusters Score -3.116835e+07 nChanged 17100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137062 members 
Mstep: Class 2 contains 128777 members 
Entering Unmasked Estep 
Score: -31181718.000000 Penalty: 6195.360352
	Iteration 8F: 3 clusters Score -3.118172e+07 nChanged 20798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143620 members 
Mstep: Class 2 contains 122219 members 
Entering Unmasked Estep 
Score: -31200296.000000 Penalty: 6195.360352
	Iteration 9F: 3 clusters Score -3.12003e+07 nChanged 20297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150641 members 
Mstep: Class 2 contains 115198 members 
Entering Unmasked Estep 
Score: -31216022.000000 Penalty: 6195.360352
	Iteration 10F: 3 clusters Score -3.121602e+07 nChanged 13967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156240 members 
Mstep: Class 2 contains 109599 members 
Entering Unmasked Estep 
Score: -31222950.000000 Penalty: 6195.360352
	Iteration 11F: 3 clusters Score -3.122295e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161540 members 
Mstep: Class 2 contains 104299 members 
Entering Unmasked Estep 
Score: -31226436.000000 Penalty: 6195.360352
	Iteration 12Q: 3 clusters Score -3.122644e+07 nChanged 6079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167001 members 
Mstep: Class 2 contains 98838 members 
Entering Unmasked Estep 
Score: -31229160.000000 Penalty: 6195.360352
	Iteration 13Q: 3 clusters Score -3.122916e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172373 members 
Mstep: Class 2 contains 93466 members 
Entering Unmasked Estep 
Score: -31231540.000000 Penalty: 6195.360352
	Iteration 14Q: 3 clusters Score -3.123154e+07 nChanged 5318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177443 members 
Mstep: Class 2 contains 88396 members 
Entering Unmasked Estep 
Score: -31233602.000000 Penalty: 6195.360352
	Iteration 15Q: 3 clusters Score -3.12336e+07 nChanged 5008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182297 members 
Mstep: Class 2 contains 83542 members 
Entering Unmasked Estep 
Score: -31234856.000000 Penalty: 6195.360352
	Iteration 16Q: 3 clusters Score -3.123486e+07 nChanged 4699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186914 members 
Mstep: Class 2 contains 78925 members 
Entering Unmasked Estep 
Score: -31235970.000000 Penalty: 6195.360352
	Iteration 17Q: 3 clusters Score -3.123597e+07 nChanged 4584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191478 members 
Mstep: Class 2 contains 74361 members 
Entering Unmasked Estep 
Score: -31237016.000000 Penalty: 6195.360352
	Iteration 18Q: 3 clusters Score -3.123702e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195725 members 
Mstep: Class 2 contains 70114 members 
Entering Unmasked Estep 
Score: -31237812.000000 Penalty: 6195.360352
	Iteration 19Q: 3 clusters Score -3.123781e+07 nChanged 3937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199660 members 
Mstep: Class 2 contains 66179 members 
Entering Unmasked Estep 
Score: -31238670.000000 Penalty: 6195.360352
	Iteration 20F: 3 clusters Score -3.123867e+07 nChanged 3813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203473 members 
Mstep: Class 2 contains 62366 members 
Entering Unmasked Estep 
Score: -31239264.000000 Penalty: 6195.360352
	Iteration 21Q: 3 clusters Score -3.123926e+07 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207097 members 
Mstep: Class 2 contains 58742 members 
Entering Unmasked Estep 
Score: -31239712.000000 Penalty: 6195.360352
	Iteration 22Q: 3 clusters Score -3.123971e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210459 members 
Mstep: Class 2 contains 55380 members 
Entering Unmasked Estep 
Score: -31240006.000000 Penalty: 6195.360352
	Iteration 23Q: 3 clusters Score -3.124001e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213628 members 
Mstep: Class 2 contains 52211 members 
Entering Unmasked Estep 
Score: -31240244.000000 Penalty: 6195.360352
	Iteration 24Q: 3 clusters Score -3.124024e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216601 members 
Mstep: Class 2 contains 49238 members 
Entering Unmasked Estep 
Score: -31240526.000000 Penalty: 6195.360352
	Iteration 25Q: 3 clusters Score -3.124053e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219412 members 
Mstep: Class 2 contains 46427 members 
Entering Unmasked Estep 
Score: -31240784.000000 Penalty: 6195.360352
	Iteration 26Q: 3 clusters Score -3.124078e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222100 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -31241120.000000 Penalty: 6195.360352
	Iteration 27Q: 3 clusters Score -3.124112e+07 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224598 members 
Mstep: Class 2 contains 41241 members 
Entering Unmasked Estep 
Score: -31241364.000000 Penalty: 6195.360352
	Iteration 28Q: 3 clusters Score -3.124136e+07 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226886 members 
Mstep: Class 2 contains 38953 members 
Entering Unmasked Estep 
Score: -31241516.000000 Penalty: 6195.360352
	Iteration 29Q: 3 clusters Score -3.124152e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229013 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -31241734.000000 Penalty: 6195.360352
	Iteration 30Q: 3 clusters Score -3.124173e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230982 members 
Mstep: Class 2 contains 34857 members 
Entering Unmasked Estep 
Score: -31241836.000000 Penalty: 6195.360352
	Iteration 31Q: 3 clusters Score -3.124184e+07 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232774 members 
Mstep: Class 2 contains 33065 members 
Entering Unmasked Estep 
Score: -31241864.000000 Penalty: 6195.360352
	Iteration 32Q: 3 clusters Score -3.124186e+07 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234411 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -31241972.000000 Penalty: 6195.360352
	Iteration 33Q: 3 clusters Score -3.124197e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235918 members 
Mstep: Class 2 contains 29921 members 
Entering Unmasked Estep 
Score: -31241964.000000 Penalty: 6195.360352
	Iteration 34Q: 3 clusters Score -3.124196e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237278 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
Score: -31242042.000000 Penalty: 6195.360352
	Iteration 35Q: 3 clusters Score -3.124204e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238575 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -31242068.000000 Penalty: 6195.360352
	Iteration 36Q: 3 clusters Score -3.124207e+07 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239758 members 
Mstep: Class 2 contains 26081 members 
Entering Unmasked Estep 
Score: -31242112.000000 Penalty: 6195.360352
	Iteration 37Q: 3 clusters Score -3.124211e+07 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240853 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -31242246.000000 Penalty: 6195.360352
	Iteration 38Q: 3 clusters Score -3.124225e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241874 members 
Mstep: Class 2 contains 23965 members 
Entering Unmasked Estep 
Score: -31242152.000000 Penalty: 6195.360352
	Iteration 39Q: 3 clusters Score -3.124215e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242837 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -31242146.000000 Penalty: 6195.360352
	Iteration 40F: 3 clusters Score -3.124215e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243729 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -31242128.000000 Penalty: 6195.360352
	Iteration 41Q: 3 clusters Score -3.124213e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244565 members 
Mstep: Class 2 contains 21274 members 
Entering Unmasked Estep 
Score: -31242178.000000 Penalty: 6195.360352
	Iteration 42Q: 3 clusters Score -3.124218e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245356 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -31242212.000000 Penalty: 6195.360352
	Iteration 43Q: 3 clusters Score -3.124221e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246098 members 
Mstep: Class 2 contains 19741 members 
Entering Unmasked Estep 
Score: -31242220.000000 Penalty: 6195.360352
	Iteration 44Q: 3 clusters Score -3.124222e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246763 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -31242210.000000 Penalty: 6195.360352
	Iteration 45Q: 3 clusters Score -3.124221e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247367 members 
Mstep: Class 2 contains 18472 members 
Entering Unmasked Estep 
Score: -31242168.000000 Penalty: 6195.360352
	Iteration 46Q: 3 clusters Score -3.124217e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247939 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -31242166.000000 Penalty: 6195.360352
	Iteration 47Q: 3 clusters Score -3.124217e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248441 members 
Mstep: Class 2 contains 17398 members 
Entering Unmasked Estep 
Score: -31242078.000000 Penalty: 6195.360352
	Iteration 48Q: 3 clusters Score -3.124208e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248886 members 
Mstep: Class 2 contains 16953 members 
Entering Unmasked Estep 
Score: -31241982.000000 Penalty: 6195.360352
	Iteration 49Q: 3 clusters Score -3.124198e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249309 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -31242038.000000 Penalty: 6195.360352
	Iteration 50Q: 3 clusters Score -3.124204e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249725 members 
Mstep: Class 2 contains 16114 members 
Entering Unmasked Estep 
Score: -31241920.000000 Penalty: 6195.360352
	Iteration 51Q: 3 clusters Score -3.124192e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250109 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -31241918.000000 Penalty: 6195.360352
	Iteration 52Q: 3 clusters Score -3.124192e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250458 members 
Mstep: Class 2 contains 15381 members 
Entering Unmasked Estep 
Score: -31241874.000000 Penalty: 6195.360352
	Iteration 53Q: 3 clusters Score -3.124187e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250817 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -31241868.000000 Penalty: 6195.360352
	Iteration 54Q: 3 clusters Score -3.124187e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251147 members 
Mstep: Class 2 contains 14692 members 
Entering Unmasked Estep 
Score: -31241784.000000 Penalty: 6195.360352
	Iteration 55Q: 3 clusters Score -3.124178e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251473 members 
Mstep: Class 2 contains 14366 members 
Entering Unmasked Estep 
Score: -31241738.000000 Penalty: 6195.360352
	Iteration 56Q: 3 clusters Score -3.124174e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251761 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -31241664.000000 Penalty: 6195.360352
	Iteration 57Q: 3 clusters Score -3.124166e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252012 members 
Mstep: Class 2 contains 13827 members 
Entering Unmasked Estep 
Score: -31241714.000000 Penalty: 6195.360352
	Iteration 58Q: 3 clusters Score -3.124171e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252235 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -31241736.000000 Penalty: 6195.360352
	Iteration 59Q: 3 clusters Score -3.124174e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252463 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -31241712.000000 Penalty: 6195.360352
	Iteration 60F: 3 clusters Score -3.124171e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252667 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -31241660.000000 Penalty: 6195.360352
	Iteration 61Q: 3 clusters Score -3.124166e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252852 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -31241594.000000 Penalty: 6195.360352
	Iteration 62Q: 3 clusters Score -3.124159e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253003 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -31241608.000000 Penalty: 6195.360352
	Iteration 63Q: 3 clusters Score -3.124161e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253169 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -31241572.000000 Penalty: 6195.360352
	Iteration 64Q: 3 clusters Score -3.124157e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253333 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -31241562.000000 Penalty: 6195.360352
	Iteration 65Q: 3 clusters Score -3.124156e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253487 members 
Mstep: Class 2 contains 12352 members 
Entering Unmasked Estep 
Score: -31241524.000000 Penalty: 6195.360352
	Iteration 66Q: 3 clusters Score -3.124152e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253620 members 
Mstep: Class 2 contains 12219 members 
Entering Unmasked Estep 
Score: -31241546.000000 Penalty: 6195.360352
	Iteration 67Q: 3 clusters Score -3.124155e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253756 members 
Mstep: Class 2 contains 12083 members 
Entering Unmasked Estep 
Score: -31241498.000000 Penalty: 6195.360352
	Iteration 68Q: 3 clusters Score -3.12415e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253881 members 
Mstep: Class 2 contains 11958 members 
Entering Unmasked Estep 
Score: -31241502.000000 Penalty: 6195.360352
	Iteration 69Q: 3 clusters Score -3.12415e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254004 members 
Mstep: Class 2 contains 11835 members 
Entering Unmasked Estep 
Score: -31241506.000000 Penalty: 6195.360352
	Iteration 70Q: 3 clusters Score -3.124151e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254147 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -31241490.000000 Penalty: 6195.360352
	Iteration 71Q: 3 clusters Score -3.124149e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254294 members 
Mstep: Class 2 contains 11545 members 
Entering Unmasked Estep 
Score: -31241486.000000 Penalty: 6195.360352
	Iteration 72Q: 3 clusters Score -3.124149e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254414 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -31241510.000000 Penalty: 6195.360352
	Iteration 73Q: 3 clusters Score -3.124151e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254511 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -31241466.000000 Penalty: 6195.360352
	Iteration 74Q: 3 clusters Score -3.124147e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254611 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -31241438.000000 Penalty: 6195.360352
	Iteration 75Q: 3 clusters Score -3.124144e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254709 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -31241464.000000 Penalty: 6195.360352
	Iteration 76Q: 3 clusters Score -3.124146e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254794 members 
Mstep: Class 2 contains 11045 members 
Entering Unmasked Estep 
Score: -31241458.000000 Penalty: 6195.360352
	Iteration 77Q: 3 clusters Score -3.124146e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254866 members 
Mstep: Class 2 contains 10973 members 
Entering Unmasked Estep 
Score: -31241444.000000 Penalty: 6195.360352
	Iteration 78Q: 3 clusters Score -3.124144e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254930 members 
Mstep: Class 2 contains 10909 members 
Entering Unmasked Estep 
Score: -31241446.000000 Penalty: 6195.360352
	Iteration 79Q: 3 clusters Score -3.124145e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254998 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -31241440.000000 Penalty: 6195.360352
	Iteration 80F: 3 clusters Score -3.124144e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255056 members 
Mstep: Class 2 contains 10783 members 
Entering Unmasked Estep 
Score: -31241444.000000 Penalty: 6195.360352
	Iteration 81Q: 3 clusters Score -3.124144e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255127 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -31241416.000000 Penalty: 6195.360352
	Iteration 82Q: 3 clusters Score -3.124142e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255202 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -31241416.000000 Penalty: 6195.360352
	Iteration 83Q: 3 clusters Score -3.124142e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255264 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -31241458.000000 Penalty: 6195.360352
	Iteration 84Q: 3 clusters Score -3.124146e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255323 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -31241454.000000 Penalty: 6195.360352
	Iteration 85Q: 3 clusters Score -3.124145e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255388 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -31241446.000000 Penalty: 6195.360352
	Iteration 86Q: 3 clusters Score -3.124145e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255457 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -31241422.000000 Penalty: 6195.360352
	Iteration 87Q: 3 clusters Score -3.124142e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255537 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -31241440.000000 Penalty: 6195.360352
	Iteration 88Q: 3 clusters Score -3.124144e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255602 members 
Mstep: Class 2 contains 10237 members 
Entering Unmasked Estep 
Score: -31241484.000000 Penalty: 6195.360352
	Iteration 89Q: 3 clusters Score -3.124148e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255658 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -31241468.000000 Penalty: 6195.360352
	Iteration 90Q: 3 clusters Score -3.124147e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255703 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -31241448.000000 Penalty: 6195.360352
	Iteration 91Q: 3 clusters Score -3.124145e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255744 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -31241492.000000 Penalty: 6195.360352
	Iteration 92Q: 3 clusters Score -3.124149e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255781 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -31241456.000000 Penalty: 6195.360352
	Iteration 93Q: 3 clusters Score -3.124146e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255822 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -31241422.000000 Penalty: 6195.360352
	Iteration 94Q: 3 clusters Score -3.124142e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255858 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -31241450.000000 Penalty: 6195.360352
	Iteration 95Q: 3 clusters Score -3.124145e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255886 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -31241460.000000 Penalty: 6195.360352
	Iteration 96Q: 3 clusters Score -3.124146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255909 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -31241456.000000 Penalty: 6195.360352
	Iteration 97Q: 3 clusters Score -3.124146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255928 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -31241452.000000 Penalty: 6195.360352
	Iteration 98Q: 3 clusters Score -3.124145e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255945 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -31241440.000000 Penalty: 6195.360352
	Iteration 99Q: 3 clusters Score -3.124144e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255965 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -31241432.000000 Penalty: 6195.360352
	Iteration 100F: 3 clusters Score -3.124143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255986 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -31241440.000000 Penalty: 6195.360352
	Iteration 101Q: 3 clusters Score -3.124144e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256004 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -31241416.000000 Penalty: 6195.360352
	Iteration 102Q: 3 clusters Score -3.124142e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256021 members 
Mstep: Class 2 contains 9818 members 
Entering Unmasked Estep 
Score: -31241418.000000 Penalty: 6195.360352
	Iteration 103Q: 3 clusters Score -3.124142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256036 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -31241420.000000 Penalty: 6195.360352
	Iteration 104Q: 3 clusters Score -3.124142e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256052 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -31241442.000000 Penalty: 6195.360352
	Iteration 105Q: 3 clusters Score -3.124144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256066 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -31241434.000000 Penalty: 6195.360352
	Iteration 106Q: 3 clusters Score -3.124143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256077 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -31241432.000000 Penalty: 6195.360352
	Iteration 107Q: 3 clusters Score -3.124143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256087 members 
Mstep: Class 2 contains 9752 members 
Entering Unmasked Estep 
Score: -31241434.000000 Penalty: 6195.360352
	Iteration 108Q: 3 clusters Score -3.124143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256094 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -31241438.000000 Penalty: 6195.360352
	Iteration 109Q: 3 clusters Score -3.124144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256096 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -31241448.000000 Penalty: 6195.360352
	Iteration 110Q: 3 clusters Score -3.124145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256099 members 
Mstep: Class 2 contains 9740 members 
Entering Unmasked Estep 
Score: -31241422.000000 Penalty: 6195.360352
	Iteration 111Q: 3 clusters Score -3.124142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256103 members 
Mstep: Class 2 contains 9736 members 
Entering Unmasked Estep 
Score: -31241432.000000 Penalty: 6195.360352
	Iteration 112Q: 3 clusters Score -3.124143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256108 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -31241418.000000 Penalty: 6195.360352
	Iteration 113Q: 3 clusters Score -3.124142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256114 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -31241430.000000 Penalty: 6195.360352
	Iteration 114Q: 3 clusters Score -3.124143e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256122 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -31241434.000000 Penalty: 6195.360352
	Iteration 115Q: 3 clusters Score -3.124143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256132 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -31241416.000000 Penalty: 6195.360352
	Iteration 116Q: 3 clusters Score -3.124142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256139 members 
Mstep: Class 2 contains 9700 members 
Entering Unmasked Estep 
Score: -31241420.000000 Penalty: 6195.360352
	Iteration 117Q: 3 clusters Score -3.124142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256144 members 
Mstep: Class 2 contains 9695 members 
Entering Unmasked Estep 
Score: -31241420.000000 Penalty: 6195.360352
	Iteration 118Q: 3 clusters Score -3.124142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256149 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -31241430.000000 Penalty: 6195.360352
	Iteration 119Q: 3 clusters Score -3.124143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256155 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -31241410.000000 Penalty: 6195.360352
	Iteration 120F: 3 clusters Score -3.124141e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256162 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -31241390.000000 Penalty: 6195.360352
	Iteration 121Q: 3 clusters Score -3.124139e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256165 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -31241414.000000 Penalty: 6195.360352
	Iteration 122Q: 3 clusters Score -3.124141e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256171 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -31241408.000000 Penalty: 6195.360352
	Iteration 123Q: 3 clusters Score -3.124141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256174 members 
Mstep: Class 2 contains 9665 members 
Entering Unmasked Estep 
Score: -31241398.000000 Penalty: 6195.360352
	Iteration 124Q: 3 clusters Score -3.12414e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256178 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -31241398.000000 Penalty: 6195.360352
	Iteration 125Q: 3 clusters Score -3.12414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256181 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -31241396.000000 Penalty: 6195.360352
	Iteration 126Q: 3 clusters Score -3.12414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256186 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -31241408.000000 Penalty: 6195.360352
	Iteration 127Q: 3 clusters Score -3.124141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256191 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -31241406.000000 Penalty: 6195.360352
	Iteration 128Q: 3 clusters Score -3.124141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256194 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -31241420.000000 Penalty: 6195.360352
	Iteration 129Q: 3 clusters Score -3.124142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256195 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -31241408.000000 Penalty: 6195.360352
	Iteration 130Q: 3 clusters Score -3.124141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256195 members 
Mstep: Class 2 contains 9644 members 
Entering Unmasked Estep 
Score: -31241408.000000 Penalty: 6195.360352
	Iteration 131F: 3 clusters Score -3.124141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176018 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 256195 members 
Mstep: Class 9 contains 92710 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 19744 members 
Mstep: Class 13 contains 156279 members 
Mstep: Class 14 contains 15641 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 147755 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 179985 members 
Mstep: Class 19 contains 26623 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 215977 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 9644 members 
Entering Unmasked Estep 
Score: -161454624.000000 Penalty: 91337.375000
Splitting cluster 8 changes total score from -161454032.000000 to -161454624.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 9 (92710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92710 members 
Entering Unmasked Estep 
Score: -10612237.000000 Penalty: 2836.433594
	Iteration 0F: 2 clusters Score -1.061224e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46543 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -10550001.000000 Penalty: 5672.867188
	Iteration 0F: 3 clusters Score -1.055e+07 nChanged 43875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49758 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -10575096.000000 Penalty: 5672.867188
	Iteration 1F: 3 clusters Score -1.05751e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51811 members 
Mstep: Class 2 contains 40899 members 
Entering Unmasked Estep 
Score: -10576099.000000 Penalty: 5672.867188
	Iteration 2Q: 3 clusters Score -1.05761e+07 nChanged 4277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55096 members 
Mstep: Class 2 contains 37614 members 
Entering Unmasked Estep 
Score: -10577873.000000 Penalty: 5672.867188
	Iteration 3Q: 3 clusters Score -1.057787e+07 nChanged 5286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59672 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -10580560.000000 Penalty: 5672.867188
	Iteration 4F: 3 clusters Score -1.058056e+07 nChanged 6566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65840 members 
Mstep: Class 2 contains 26870 members 
Entering Unmasked Estep 
Score: -10584965.000000 Penalty: 5672.867188
	Iteration 5F: 3 clusters Score -1.058496e+07 nChanged 7529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73153 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -10591098.000000 Penalty: 5672.867188
	Iteration 6F: 3 clusters Score -1.05911e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80615 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -10598184.000000 Penalty: 5672.867188
	Iteration 7F: 3 clusters Score -1.059818e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86506 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -10603980.000000 Penalty: 5672.867188
	Iteration 8F: 3 clusters Score -1.060398e+07 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90046 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -10607443.000000 Penalty: 5672.867188
	Iteration 9Q: 3 clusters Score -1.060744e+07 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91572 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -10608848.000000 Penalty: 5672.867188
	Iteration 10Q: 3 clusters Score -1.060885e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92105 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -10609315.000000 Penalty: 5672.867188
	Iteration 11Q: 3 clusters Score -1.060932e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92291 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10609534.000000 Penalty: 5672.867188
	Iteration 12Q: 3 clusters Score -1.060953e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92354 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -10609604.000000 Penalty: 5672.867188
	Iteration 13Q: 3 clusters Score -1.06096e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92382 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -10609636.000000 Penalty: 5672.867188
	Iteration 14Q: 3 clusters Score -1.060964e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92400 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -10609670.000000 Penalty: 5672.867188
	Iteration 15Q: 3 clusters Score -1.060967e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92409 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10609693.000000 Penalty: 5672.867188
	Iteration 16Q: 3 clusters Score -1.060969e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10609717.000000 Penalty: 5672.867188
	Iteration 17Q: 3 clusters Score -1.060972e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92414 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10609736.000000 Penalty: 5672.867188
	Iteration 18Q: 3 clusters Score -1.060974e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92416 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -10609727.000000 Penalty: 5672.867188
	Iteration 19Q: 3 clusters Score -1.060973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92418 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10609727.000000 Penalty: 5672.867188
	Iteration 20F: 3 clusters Score -1.060973e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10609733.000000 Penalty: 5672.867188
	Iteration 21Q: 3 clusters Score -1.060973e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10609736.000000 Penalty: 5672.867188
	Iteration 22Q: 3 clusters Score -1.060974e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92421 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -10609736.000000 Penalty: 5672.867188
	Iteration 23F: 3 clusters Score -1.060974e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11306 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Entering Unmasked Estep 
Score: -1269802.625000 Penalty: 2314.605957
	Iteration 0F: 2 clusters Score -1269803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1261203.500000 Penalty: 4629.211914
	Iteration 0F: 3 clusters Score -1261204 nChanged 4834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -1263685.625000 Penalty: 4629.211914
	Iteration 1F: 3 clusters Score -1263686 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -1264039.875000 Penalty: 4629.211914
	Iteration 2F: 3 clusters Score -1264040 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -1264302.875000 Penalty: 4629.211914
	Iteration 3F: 3 clusters Score -1264303 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -1264545.125000 Penalty: 4629.211914
	Iteration 4Q: 3 clusters Score -1264545 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 6766 members 
Entering Unmasked Estep 
Score: -1264788.625000 Penalty: 4629.211914
	Iteration 5Q: 3 clusters Score -1264789 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 7109 members 
Entering Unmasked Estep 
Score: -1265067.500000 Penalty: 4629.211914
	Iteration 6Q: 3 clusters Score -1265068 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1265446.625000 Penalty: 4629.211914
	Iteration 7Q: 3 clusters Score -1265447 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -1265956.750000 Penalty: 4629.211914
	Iteration 8F: 3 clusters Score -1265957 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 8647 members 
Entering Unmasked Estep 
Score: -1266504.125000 Penalty: 4629.211914
	Iteration 9F: 3 clusters Score -1266504 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -1267024.250000 Penalty: 4629.211914
	Iteration 10F: 3 clusters Score -1267024 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -1267404.500000 Penalty: 4629.211914
	Iteration 11Q: 3 clusters Score -1267404 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1267686.500000 Penalty: 4629.211914
	Iteration 12Q: 3 clusters Score -1267686 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -1267906.500000 Penalty: 4629.211914
	Iteration 13Q: 3 clusters Score -1267906 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -1268075.500000 Penalty: 4629.211914
	Iteration 14Q: 3 clusters Score -1268076 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -1268180.000000 Penalty: 4629.211914
	Iteration 15Q: 3 clusters Score -1268180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 10465 members 
Entering Unmasked Estep 
Score: -1268251.000000 Penalty: 4629.211914
	Iteration 16Q: 3 clusters Score -1268251 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -1268288.625000 Penalty: 4629.211914
	Iteration 17Q: 3 clusters Score -1268289 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1268313.875000 Penalty: 4629.211914
	Iteration 18Q: 3 clusters Score -1268314 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -1268334.875000 Penalty: 4629.211914
	Iteration 19Q: 3 clusters Score -1268335 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -1268351.625000 Penalty: 4629.211914
	Iteration 20F: 3 clusters Score -1268352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -1268364.125000 Penalty: 4629.211914
	Iteration 21Q: 3 clusters Score -1268364 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -1268374.125000 Penalty: 4629.211914
	Iteration 22Q: 3 clusters Score -1268374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -1268379.875000 Penalty: 4629.211914
	Iteration 23Q: 3 clusters Score -1268380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -1268386.875000 Penalty: 4629.211914
	Iteration 24Q: 3 clusters Score -1268387 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -1268391.250000 Penalty: 4629.211914
	Iteration 25Q: 3 clusters Score -1268391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 10655 members 
Entering Unmasked Estep 
Score: -1268399.000000 Penalty: 4629.211914
	Iteration 26Q: 3 clusters Score -1268399 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1268401.625000 Penalty: 4629.211914
	Iteration 27Q: 3 clusters Score -1268402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -1268405.875000 Penalty: 4629.211914
	Iteration 28Q: 3 clusters Score -1268406 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -1268413.500000 Penalty: 4629.211914
	Iteration 29Q: 3 clusters Score -1268414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -1268413.875000 Penalty: 4629.211914
	Iteration 30Q: 3 clusters Score -1268414 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 10677 members 
Entering Unmasked Estep 
Score: -1268417.875000 Penalty: 4629.211914
	Iteration 31Q: 3 clusters Score -1268418 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -1268419.125000 Penalty: 4629.211914
	Iteration 32Q: 3 clusters Score -1268419 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -1268420.875000 Penalty: 4629.211914
	Iteration 33Q: 3 clusters Score -1268421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10682 members 
Entering Unmasked Estep 
Score: -1268420.250000 Penalty: 4629.211914
	Iteration 34Q: 3 clusters Score -1268420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1268420.500000 Penalty: 4629.211914
	Iteration 35Q: 3 clusters Score -1268420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -1268420.500000 Penalty: 4629.211914
	Iteration 36F: 3 clusters Score -1268420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (9290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Entering Unmasked Estep 
Score: -1036101.625000 Penalty: 2265.900146
	Iteration 0F: 2 clusters Score -1036102 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1028923.312500 Penalty: 4531.800293
	Iteration 0F: 3 clusters Score -1028923 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1030956.750000 Penalty: 4531.800293
	Iteration 1F: 3 clusters Score -1030957 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1031448.125000 Penalty: 4531.800293
	Iteration 2F: 3 clusters Score -1031448 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1031976.875000 Penalty: 4531.800293
	Iteration 3F: 3 clusters Score -1031977 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1032512.875000 Penalty: 4531.800293
	Iteration 4F: 3 clusters Score -1032513 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1032985.125000 Penalty: 4531.800293
	Iteration 5F: 3 clusters Score -1032985 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1033434.437500 Penalty: 4531.800293
	Iteration 6F: 3 clusters Score -1033434 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1033812.687500 Penalty: 4531.800293
	Iteration 7F: 3 clusters Score -1033813 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -1034094.625000 Penalty: 4531.800293
	Iteration 8Q: 3 clusters Score -1034095 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1034281.375000 Penalty: 4531.800293
	Iteration 9Q: 3 clusters Score -1034281 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1034391.875000 Penalty: 4531.800293
	Iteration 10Q: 3 clusters Score -1034392 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -1034488.875000 Penalty: 4531.800293
	Iteration 11Q: 3 clusters Score -1034489 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6180 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -1034557.500000 Penalty: 4531.800293
	Iteration 12Q: 3 clusters Score -1034558 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6265 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -1034612.312500 Penalty: 4531.800293
	Iteration 13Q: 3 clusters Score -1034612 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1034652.312500 Penalty: 4531.800293
	Iteration 14Q: 3 clusters Score -1034652 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -1034677.500000 Penalty: 4531.800293
	Iteration 15Q: 3 clusters Score -1034678 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1034702.250000 Penalty: 4531.800293
	Iteration 16Q: 3 clusters Score -1034702 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1034721.312500 Penalty: 4531.800293
	Iteration 17Q: 3 clusters Score -1034721 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -1034735.250000 Penalty: 4531.800293
	Iteration 18Q: 3 clusters Score -1034735 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -1034747.125000 Penalty: 4531.800293
	Iteration 19Q: 3 clusters Score -1034747 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -1034759.750000 Penalty: 4531.800293
	Iteration 20F: 3 clusters Score -1034760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1034769.750000 Penalty: 4531.800293
	Iteration 21Q: 3 clusters Score -1034770 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1034779.312500 Penalty: 4531.800293
	Iteration 22Q: 3 clusters Score -1034779 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1034786.375000 Penalty: 4531.800293
	Iteration 23Q: 3 clusters Score -1034786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1034797.812500 Penalty: 4531.800293
	Iteration 24Q: 3 clusters Score -1034798 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -1034803.812500 Penalty: 4531.800293
	Iteration 25Q: 3 clusters Score -1034804 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1034812.812500 Penalty: 4531.800293
	Iteration 26Q: 3 clusters Score -1034813 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1034820.562500 Penalty: 4531.800293
	Iteration 27Q: 3 clusters Score -1034821 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1034827.625000 Penalty: 4531.800293
	Iteration 28Q: 3 clusters Score -1034828 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1034832.750000 Penalty: 4531.800293
	Iteration 29Q: 3 clusters Score -1034833 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -1034840.937500 Penalty: 4531.800293
	Iteration 30Q: 3 clusters Score -1034841 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6959 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1034846.875000 Penalty: 4531.800293
	Iteration 31Q: 3 clusters Score -1034847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1034855.500000 Penalty: 4531.800293
	Iteration 32Q: 3 clusters Score -1034856 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1034860.250000 Penalty: 4531.800293
	Iteration 33Q: 3 clusters Score -1034860 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1034865.875000 Penalty: 4531.800293
	Iteration 34Q: 3 clusters Score -1034866 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1034871.375000 Penalty: 4531.800293
	Iteration 35Q: 3 clusters Score -1034871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -1034872.062500 Penalty: 4531.800293
	Iteration 36Q: 3 clusters Score -1034872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -1034874.687500 Penalty: 4531.800293
	Iteration 37Q: 3 clusters Score -1034875 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1034877.250000 Penalty: 4531.800293
	Iteration 38Q: 3 clusters Score -1034877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1034878.000000 Penalty: 4531.800293
	Iteration 39Q: 3 clusters Score -1034878 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1034879.062500 Penalty: 4531.800293
	Iteration 40F: 3 clusters Score -1034879 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1034881.937500 Penalty: 4531.800293
	Iteration 41Q: 3 clusters Score -1034882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1034884.187500 Penalty: 4531.800293
	Iteration 42Q: 3 clusters Score -1034884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -1034891.250000 Penalty: 4531.800293
	Iteration 43Q: 3 clusters Score -1034891 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1034888.375000 Penalty: 4531.800293
	Iteration 44Q: 3 clusters Score -1034888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1034892.750000 Penalty: 4531.800293
	Iteration 45Q: 3 clusters Score -1034893 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1034892.000000 Penalty: 4531.800293
	Iteration 46Q: 3 clusters Score -1034892 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1034890.500000 Penalty: 4531.800293
	Iteration 47Q: 3 clusters Score -1034890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -1034891.375000 Penalty: 4531.800293
	Iteration 48Q: 3 clusters Score -1034891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1034894.187500 Penalty: 4531.800293
	Iteration 49Q: 3 clusters Score -1034894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1034892.312500 Penalty: 4531.800293
	Iteration 50Q: 3 clusters Score -1034892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7140 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1034894.875000 Penalty: 4531.800293
	Iteration 51Q: 3 clusters Score -1034895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -1034894.375000 Penalty: 4531.800293
	Iteration 52Q: 3 clusters Score -1034894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1034897.875000 Penalty: 4531.800293
	Iteration 53Q: 3 clusters Score -1034898 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1034901.187500 Penalty: 4531.800293
	Iteration 54Q: 3 clusters Score -1034901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1034901.687500 Penalty: 4531.800293
	Iteration 55Q: 3 clusters Score -1034902 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1034903.562500 Penalty: 4531.800293
	Iteration 56Q: 3 clusters Score -1034904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1034904.125000 Penalty: 4531.800293
	Iteration 57Q: 3 clusters Score -1034904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1034905.812500 Penalty: 4531.800293
	Iteration 58Q: 3 clusters Score -1034906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1034908.687500 Penalty: 4531.800293
	Iteration 59Q: 3 clusters Score -1034909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1034909.437500 Penalty: 4531.800293
	Iteration 60F: 3 clusters Score -1034909 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1034910.000000 Penalty: 4531.800293
	Iteration 61Q: 3 clusters Score -1034910 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1034912.937500 Penalty: 4531.800293
	Iteration 62Q: 3 clusters Score -1034913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1034912.312500 Penalty: 4531.800293
	Iteration 63Q: 3 clusters Score -1034912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1034914.062500 Penalty: 4531.800293
	Iteration 64Q: 3 clusters Score -1034914 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -1034912.187500 Penalty: 4531.800293
	Iteration 65Q: 3 clusters Score -1034912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1034913.250000 Penalty: 4531.800293
	Iteration 66Q: 3 clusters Score -1034913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1034913.250000 Penalty: 4531.800293
	Iteration 67F: 3 clusters Score -1034913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19744 members 
Entering Unmasked Estep 
Score: -2217051.250000 Penalty: 2452.870117
	Iteration 0F: 2 clusters Score -2217051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9966 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2203298.500000 Penalty: 4905.740234
	Iteration 0F: 3 clusters Score -2203298 nChanged 8646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2207926.500000 Penalty: 4905.740234
	Iteration 1F: 3 clusters Score -2207926 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -2208396.000000 Penalty: 4905.740234
	Iteration 2F: 3 clusters Score -2208396 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10947 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -2208814.250000 Penalty: 4905.740234
	Iteration 3F: 3 clusters Score -2208814 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -2209211.000000 Penalty: 4905.740234
	Iteration 4Q: 3 clusters Score -2209211 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11621 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -2209622.000000 Penalty: 4905.740234
	Iteration 5Q: 3 clusters Score -2209622 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 7682 members 
Entering Unmasked Estep 
Score: -2210126.250000 Penalty: 4905.740234
	Iteration 6Q: 3 clusters Score -2210126 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 7239 members 
Entering Unmasked Estep 
Score: -2210630.750000 Penalty: 4905.740234
	Iteration 7Q: 3 clusters Score -2210631 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -2211237.750000 Penalty: 4905.740234
	Iteration 8Q: 3 clusters Score -2211238 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2211791.750000 Penalty: 4905.740234
	Iteration 9Q: 3 clusters Score -2211792 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -2212366.250000 Penalty: 4905.740234
	Iteration 10Q: 3 clusters Score -2212366 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -2212916.750000 Penalty: 4905.740234
	Iteration 11Q: 3 clusters Score -2212917 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -2213373.000000 Penalty: 4905.740234
	Iteration 12Q: 3 clusters Score -2213373 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -2213767.750000 Penalty: 4905.740234
	Iteration 13Q: 3 clusters Score -2213768 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -2214083.750000 Penalty: 4905.740234
	Iteration 14Q: 3 clusters Score -2214084 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -2214325.000000 Penalty: 4905.740234
	Iteration 15Q: 3 clusters Score -2214325 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -2214543.250000 Penalty: 4905.740234
	Iteration 16Q: 3 clusters Score -2214543 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2214748.500000 Penalty: 4905.740234
	Iteration 17Q: 3 clusters Score -2214748 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -2214929.000000 Penalty: 4905.740234
	Iteration 18Q: 3 clusters Score -2214929 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -2215057.750000 Penalty: 4905.740234
	Iteration 19Q: 3 clusters Score -2215058 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -2215146.500000 Penalty: 4905.740234
	Iteration 20F: 3 clusters Score -2215146 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -2215220.750000 Penalty: 4905.740234
	Iteration 21Q: 3 clusters Score -2215221 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -2215279.750000 Penalty: 4905.740234
	Iteration 22Q: 3 clusters Score -2215280 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18393 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -2215340.000000 Penalty: 4905.740234
	Iteration 23Q: 3 clusters Score -2215340 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18469 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -2215403.000000 Penalty: 4905.740234
	Iteration 24Q: 3 clusters Score -2215403 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2215457.000000 Penalty: 4905.740234
	Iteration 25Q: 3 clusters Score -2215457 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -2215483.500000 Penalty: 4905.740234
	Iteration 26Q: 3 clusters Score -2215484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18600 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2215508.250000 Penalty: 4905.740234
	Iteration 27Q: 3 clusters Score -2215508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -2215531.250000 Penalty: 4905.740234
	Iteration 28Q: 3 clusters Score -2215531 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2215540.750000 Penalty: 4905.740234
	Iteration 29Q: 3 clusters Score -2215541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -2215548.000000 Penalty: 4905.740234
	Iteration 30Q: 3 clusters Score -2215548 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2215550.750000 Penalty: 4905.740234
	Iteration 31Q: 3 clusters Score -2215551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -2215561.250000 Penalty: 4905.740234
	Iteration 32Q: 3 clusters Score -2215561 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18696 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2215564.750000 Penalty: 4905.740234
	Iteration 33Q: 3 clusters Score -2215565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2215566.750000 Penalty: 4905.740234
	Iteration 34Q: 3 clusters Score -2215567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2215568.000000 Penalty: 4905.740234
	Iteration 35Q: 3 clusters Score -2215568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2215570.500000 Penalty: 4905.740234
	Iteration 36Q: 3 clusters Score -2215570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -2215567.250000 Penalty: 4905.740234
	Iteration 37Q: 3 clusters Score -2215567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -2215569.750000 Penalty: 4905.740234
	Iteration 38Q: 3 clusters Score -2215570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2215569.250000 Penalty: 4905.740234
	Iteration 39Q: 3 clusters Score -2215569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2215569.250000 Penalty: 4905.740234
	Iteration 40F: 3 clusters Score -2215569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (156279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156279 members 
Entering Unmasked Estep 
Score: -18379518.000000 Penalty: 2965.930664
	Iteration 0F: 2 clusters Score -1.837952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78112 members 
Mstep: Class 2 contains 78167 members 
Entering Unmasked Estep 
Score: -18275728.000000 Penalty: 5931.861328
	Iteration 0F: 3 clusters Score -1.827573e+07 nChanged 74651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75791 members 
Mstep: Class 2 contains 80488 members 
Entering Unmasked Estep 
Score: -18319096.000000 Penalty: 5931.861328
	Iteration 1F: 3 clusters Score -1.83191e+07 nChanged 5082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74229 members 
Mstep: Class 2 contains 82050 members 
Entering Unmasked Estep 
Score: -18320310.000000 Penalty: 5931.861328
	Iteration 2Q: 3 clusters Score -1.832031e+07 nChanged 5469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71886 members 
Mstep: Class 2 contains 84393 members 
Entering Unmasked Estep 
Score: -18321740.000000 Penalty: 5931.861328
	Iteration 3Q: 3 clusters Score -1.832174e+07 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68392 members 
Mstep: Class 2 contains 87887 members 
Entering Unmasked Estep 
Score: -18324014.000000 Penalty: 5931.861328
	Iteration 4Q: 3 clusters Score -1.832401e+07 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63369 members 
Mstep: Class 2 contains 92910 members 
Entering Unmasked Estep 
Score: -18327632.000000 Penalty: 5931.861328
	Iteration 5Q: 3 clusters Score -1.832763e+07 nChanged 9714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56353 members 
Mstep: Class 2 contains 99926 members 
Entering Unmasked Estep 
Score: -18333668.000000 Penalty: 5931.861328
	Iteration 6F: 3 clusters Score -1.833367e+07 nChanged 11554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47501 members 
Mstep: Class 2 contains 108778 members 
Entering Unmasked Estep 
Score: -18342478.000000 Penalty: 5931.861328
	Iteration 7F: 3 clusters Score -1.834248e+07 nChanged 11982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37933 members 
Mstep: Class 2 contains 118346 members 
Entering Unmasked Estep 
Score: -18352582.000000 Penalty: 5931.861328
	Iteration 8F: 3 clusters Score -1.835258e+07 nChanged 10251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 126473 members 
Entering Unmasked Estep 
Score: -18361874.000000 Penalty: 5931.861328
	Iteration 9F: 3 clusters Score -1.836187e+07 nChanged 7200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 131853 members 
Entering Unmasked Estep 
Score: -18368964.000000 Penalty: 5931.861328
	Iteration 10Q: 3 clusters Score -1.836896e+07 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 134815 members 
Entering Unmasked Estep 
Score: -18373010.000000 Penalty: 5931.861328
	Iteration 11Q: 3 clusters Score -1.837301e+07 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 136624 members 
Entering Unmasked Estep 
Score: -18375172.000000 Penalty: 5931.861328
	Iteration 12Q: 3 clusters Score -1.837517e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 137967 members 
Entering Unmasked Estep 
Score: -18376410.000000 Penalty: 5931.861328
	Iteration 13Q: 3 clusters Score -1.837641e+07 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 139052 members 
Entering Unmasked Estep 
Score: -18377210.000000 Penalty: 5931.861328
	Iteration 14Q: 3 clusters Score -1.837721e+07 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16364 members 
Mstep: Class 2 contains 139915 members 
Entering Unmasked Estep 
Score: -18377688.000000 Penalty: 5931.861328
	Iteration 15Q: 3 clusters Score -1.837769e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 140614 members 
Entering Unmasked Estep 
Score: -18378096.000000 Penalty: 5931.861328
	Iteration 16Q: 3 clusters Score -1.83781e+07 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 141178 members 
Entering Unmasked Estep 
Score: -18378376.000000 Penalty: 5931.861328
	Iteration 17Q: 3 clusters Score -1.837838e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 141689 members 
Entering Unmasked Estep 
Score: -18378618.000000 Penalty: 5931.861328
	Iteration 18Q: 3 clusters Score -1.837862e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 142137 members 
Entering Unmasked Estep 
Score: -18378658.000000 Penalty: 5931.861328
	Iteration 19Q: 3 clusters Score -1.837866e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 142518 members 
Entering Unmasked Estep 
Score: -18378800.000000 Penalty: 5931.861328
	Iteration 20F: 3 clusters Score -1.83788e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 142859 members 
Entering Unmasked Estep 
Score: -18378904.000000 Penalty: 5931.861328
	Iteration 21Q: 3 clusters Score -1.83789e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 143164 members 
Entering Unmasked Estep 
Score: -18378894.000000 Penalty: 5931.861328
	Iteration 22Q: 3 clusters Score -1.837889e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 143447 members 
Entering Unmasked Estep 
Score: -18378924.000000 Penalty: 5931.861328
	Iteration 23Q: 3 clusters Score -1.837892e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 143716 members 
Entering Unmasked Estep 
Score: -18378932.000000 Penalty: 5931.861328
	Iteration 24Q: 3 clusters Score -1.837893e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 143981 members 
Entering Unmasked Estep 
Score: -18378898.000000 Penalty: 5931.861328
	Iteration 25Q: 3 clusters Score -1.83789e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12060 members 
Mstep: Class 2 contains 144219 members 
Entering Unmasked Estep 
Score: -18378914.000000 Penalty: 5931.861328
	Iteration 26Q: 3 clusters Score -1.837891e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 144441 members 
Entering Unmasked Estep 
Score: -18378944.000000 Penalty: 5931.861328
	Iteration 27Q: 3 clusters Score -1.837894e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11641 members 
Mstep: Class 2 contains 144638 members 
Entering Unmasked Estep 
Score: -18378980.000000 Penalty: 5931.861328
	Iteration 28Q: 3 clusters Score -1.837898e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 144832 members 
Entering Unmasked Estep 
Score: -18379018.000000 Penalty: 5931.861328
	Iteration 29Q: 3 clusters Score -1.837902e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 145020 members 
Entering Unmasked Estep 
Score: -18379034.000000 Penalty: 5931.861328
	Iteration 30Q: 3 clusters Score -1.837903e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11094 members 
Mstep: Class 2 contains 145185 members 
Entering Unmasked Estep 
Score: -18379018.000000 Penalty: 5931.861328
	Iteration 31Q: 3 clusters Score -1.837902e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 145350 members 
Entering Unmasked Estep 
Score: -18379012.000000 Penalty: 5931.861328
	Iteration 32Q: 3 clusters Score -1.837901e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 145501 members 
Entering Unmasked Estep 
Score: -18379024.000000 Penalty: 5931.861328
	Iteration 33Q: 3 clusters Score -1.837902e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10637 members 
Mstep: Class 2 contains 145642 members 
Entering Unmasked Estep 
Score: -18379044.000000 Penalty: 5931.861328
	Iteration 34Q: 3 clusters Score -1.837904e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10481 members 
Mstep: Class 2 contains 145798 members 
Entering Unmasked Estep 
Score: -18379094.000000 Penalty: 5931.861328
	Iteration 35Q: 3 clusters Score -1.837909e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Mstep: Class 2 contains 145948 members 
Entering Unmasked Estep 
Score: -18379102.000000 Penalty: 5931.861328
	Iteration 36Q: 3 clusters Score -1.83791e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 146080 members 
Entering Unmasked Estep 
Score: -18379124.000000 Penalty: 5931.861328
	Iteration 37Q: 3 clusters Score -1.837912e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 146205 members 
Entering Unmasked Estep 
Score: -18379142.000000 Penalty: 5931.861328
	Iteration 38Q: 3 clusters Score -1.837914e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 146331 members 
Entering Unmasked Estep 
Score: -18379186.000000 Penalty: 5931.861328
	Iteration 39Q: 3 clusters Score -1.837919e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 146449 members 
Entering Unmasked Estep 
Score: -18379198.000000 Penalty: 5931.861328
	Iteration 40F: 3 clusters Score -1.83792e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 146562 members 
Entering Unmasked Estep 
Score: -18379208.000000 Penalty: 5931.861328
	Iteration 41Q: 3 clusters Score -1.837921e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9604 members 
Mstep: Class 2 contains 146675 members 
Entering Unmasked Estep 
Score: -18379190.000000 Penalty: 5931.861328
	Iteration 42Q: 3 clusters Score -1.837919e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 146774 members 
Entering Unmasked Estep 
Score: -18379164.000000 Penalty: 5931.861328
	Iteration 43Q: 3 clusters Score -1.837916e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 146889 members 
Entering Unmasked Estep 
Score: -18379140.000000 Penalty: 5931.861328
	Iteration 44Q: 3 clusters Score -1.837914e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 147016 members 
Entering Unmasked Estep 
Score: -18379150.000000 Penalty: 5931.861328
	Iteration 45Q: 3 clusters Score -1.837915e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 147139 members 
Entering Unmasked Estep 
Score: -18379170.000000 Penalty: 5931.861328
	Iteration 46Q: 3 clusters Score -1.837917e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 147240 members 
Entering Unmasked Estep 
Score: -18379178.000000 Penalty: 5931.861328
	Iteration 47Q: 3 clusters Score -1.837918e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 147333 members 
Entering Unmasked Estep 
Score: -18379212.000000 Penalty: 5931.861328
	Iteration 48Q: 3 clusters Score -1.837921e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 147422 members 
Entering Unmasked Estep 
Score: -18379226.000000 Penalty: 5931.861328
	Iteration 49Q: 3 clusters Score -1.837923e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 147490 members 
Entering Unmasked Estep 
Score: -18379238.000000 Penalty: 5931.861328
	Iteration 50Q: 3 clusters Score -1.837924e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 147559 members 
Entering Unmasked Estep 
Score: -18379236.000000 Penalty: 5931.861328
	Iteration 51Q: 3 clusters Score -1.837924e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 147623 members 
Entering Unmasked Estep 
Score: -18379222.000000 Penalty: 5931.861328
	Iteration 52Q: 3 clusters Score -1.837922e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 147677 members 
Entering Unmasked Estep 
Score: -18379270.000000 Penalty: 5931.861328
	Iteration 53Q: 3 clusters Score -1.837927e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 147719 members 
Entering Unmasked Estep 
Score: -18379288.000000 Penalty: 5931.861328
	Iteration 54Q: 3 clusters Score -1.837929e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 147759 members 
Entering Unmasked Estep 
Score: -18379310.000000 Penalty: 5931.861328
	Iteration 55Q: 3 clusters Score -1.837931e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8491 members 
Mstep: Class 2 contains 147788 members 
Entering Unmasked Estep 
Score: -18379298.000000 Penalty: 5931.861328
	Iteration 56Q: 3 clusters Score -1.83793e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 147825 members 
Entering Unmasked Estep 
Score: -18379264.000000 Penalty: 5931.861328
	Iteration 57Q: 3 clusters Score -1.837926e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8412 members 
Mstep: Class 2 contains 147867 members 
Entering Unmasked Estep 
Score: -18379270.000000 Penalty: 5931.861328
	Iteration 58Q: 3 clusters Score -1.837927e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 147901 members 
Entering Unmasked Estep 
Score: -18379290.000000 Penalty: 5931.861328
	Iteration 59Q: 3 clusters Score -1.837929e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 147936 members 
Entering Unmasked Estep 
Score: -18379290.000000 Penalty: 5931.861328
	Iteration 60F: 3 clusters Score -1.837929e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 147984 members 
Entering Unmasked Estep 
Score: -18379302.000000 Penalty: 5931.861328
	Iteration 61Q: 3 clusters Score -1.83793e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 148024 members 
Entering Unmasked Estep 
Score: -18379286.000000 Penalty: 5931.861328
	Iteration 62Q: 3 clusters Score -1.837929e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 148055 members 
Entering Unmasked Estep 
Score: -18379300.000000 Penalty: 5931.861328
	Iteration 63Q: 3 clusters Score -1.83793e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 148086 members 
Entering Unmasked Estep 
Score: -18379280.000000 Penalty: 5931.861328
	Iteration 64Q: 3 clusters Score -1.837928e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 148114 members 
Entering Unmasked Estep 
Score: -18379278.000000 Penalty: 5931.861328
	Iteration 65Q: 3 clusters Score -1.837928e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 148141 members 
Entering Unmasked Estep 
Score: -18379278.000000 Penalty: 5931.861328
	Iteration 66Q: 3 clusters Score -1.837928e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 148170 members 
Entering Unmasked Estep 
Score: -18379262.000000 Penalty: 5931.861328
	Iteration 67Q: 3 clusters Score -1.837926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 148190 members 
Entering Unmasked Estep 
Score: -18379264.000000 Penalty: 5931.861328
	Iteration 68Q: 3 clusters Score -1.837926e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 148206 members 
Entering Unmasked Estep 
Score: -18379284.000000 Penalty: 5931.861328
	Iteration 69Q: 3 clusters Score -1.837928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 148224 members 
Entering Unmasked Estep 
Score: -18379262.000000 Penalty: 5931.861328
	Iteration 70Q: 3 clusters Score -1.837926e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 148245 members 
Entering Unmasked Estep 
Score: -18379286.000000 Penalty: 5931.861328
	Iteration 71Q: 3 clusters Score -1.837929e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 148273 members 
Entering Unmasked Estep 
Score: -18379298.000000 Penalty: 5931.861328
	Iteration 72Q: 3 clusters Score -1.83793e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 148298 members 
Entering Unmasked Estep 
Score: -18379294.000000 Penalty: 5931.861328
	Iteration 73Q: 3 clusters Score -1.837929e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 148319 members 
Entering Unmasked Estep 
Score: -18379294.000000 Penalty: 5931.861328
	Iteration 74Q: 3 clusters Score -1.837929e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 148344 members 
Entering Unmasked Estep 
Score: -18379262.000000 Penalty: 5931.861328
	Iteration 75Q: 3 clusters Score -1.837926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 148366 members 
Entering Unmasked Estep 
Score: -18379256.000000 Penalty: 5931.861328
	Iteration 76Q: 3 clusters Score -1.837926e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 148388 members 
Entering Unmasked Estep 
Score: -18379252.000000 Penalty: 5931.861328
	Iteration 77Q: 3 clusters Score -1.837925e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7862 members 
Mstep: Class 2 contains 148417 members 
Entering Unmasked Estep 
Score: -18379236.000000 Penalty: 5931.861328
	Iteration 78Q: 3 clusters Score -1.837924e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 148450 members 
Entering Unmasked Estep 
Score: -18379218.000000 Penalty: 5931.861328
	Iteration 79Q: 3 clusters Score -1.837922e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 148482 members 
Entering Unmasked Estep 
Score: -18379222.000000 Penalty: 5931.861328
	Iteration 80F: 3 clusters Score -1.837922e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 148513 members 
Entering Unmasked Estep 
Score: -18379240.000000 Penalty: 5931.861328
	Iteration 81Q: 3 clusters Score -1.837924e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 148544 members 
Entering Unmasked Estep 
Score: -18379238.000000 Penalty: 5931.861328
	Iteration 82Q: 3 clusters Score -1.837924e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 148573 members 
Entering Unmasked Estep 
Score: -18379234.000000 Penalty: 5931.861328
	Iteration 83Q: 3 clusters Score -1.837923e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 148601 members 
Entering Unmasked Estep 
Score: -18379222.000000 Penalty: 5931.861328
	Iteration 84Q: 3 clusters Score -1.837922e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 148616 members 
Entering Unmasked Estep 
Score: -18379230.000000 Penalty: 5931.861328
	Iteration 85Q: 3 clusters Score -1.837923e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7642 members 
Mstep: Class 2 contains 148637 members 
Entering Unmasked Estep 
Score: -18379212.000000 Penalty: 5931.861328
	Iteration 86Q: 3 clusters Score -1.837921e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 148652 members 
Entering Unmasked Estep 
Score: -18379230.000000 Penalty: 5931.861328
	Iteration 87Q: 3 clusters Score -1.837923e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 148663 members 
Entering Unmasked Estep 
Score: -18379244.000000 Penalty: 5931.861328
	Iteration 88Q: 3 clusters Score -1.837924e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 148675 members 
Entering Unmasked Estep 
Score: -18379226.000000 Penalty: 5931.861328
	Iteration 89Q: 3 clusters Score -1.837923e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 148689 members 
Entering Unmasked Estep 
Score: -18379220.000000 Penalty: 5931.861328
	Iteration 90Q: 3 clusters Score -1.837922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 148699 members 
Entering Unmasked Estep 
Score: -18379220.000000 Penalty: 5931.861328
	Iteration 91Q: 3 clusters Score -1.837922e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 148709 members 
Entering Unmasked Estep 
Score: -18379230.000000 Penalty: 5931.861328
	Iteration 92Q: 3 clusters Score -1.837923e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 148716 members 
Entering Unmasked Estep 
Score: -18379224.000000 Penalty: 5931.861328
	Iteration 93Q: 3 clusters Score -1.837922e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 148719 members 
Entering Unmasked Estep 
Score: -18379222.000000 Penalty: 5931.861328
	Iteration 94Q: 3 clusters Score -1.837922e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 148724 members 
Entering Unmasked Estep 
Score: -18379224.000000 Penalty: 5931.861328
	Iteration 95Q: 3 clusters Score -1.837922e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7548 members 
Mstep: Class 2 contains 148731 members 
Entering Unmasked Estep 
Score: -18379238.000000 Penalty: 5931.861328
	Iteration 96Q: 3 clusters Score -1.837924e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 148742 members 
Entering Unmasked Estep 
Score: -18379244.000000 Penalty: 5931.861328
	Iteration 97Q: 3 clusters Score -1.837924e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 148754 members 
Entering Unmasked Estep 
Score: -18379238.000000 Penalty: 5931.861328
	Iteration 98Q: 3 clusters Score -1.837924e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 148761 members 
Entering Unmasked Estep 
Score: -18379246.000000 Penalty: 5931.861328
	Iteration 99Q: 3 clusters Score -1.837925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 148772 members 
Entering Unmasked Estep 
Score: -18379246.000000 Penalty: 5931.861328
	Iteration 100F: 3 clusters Score -1.837925e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 148783 members 
Entering Unmasked Estep 
Score: -18379240.000000 Penalty: 5931.861328
	Iteration 101Q: 3 clusters Score -1.837924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 148793 members 
Entering Unmasked Estep 
Score: -18379240.000000 Penalty: 5931.861328
	Iteration 102Q: 3 clusters Score -1.837924e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 148803 members 
Entering Unmasked Estep 
Score: -18379244.000000 Penalty: 5931.861328
	Iteration 103Q: 3 clusters Score -1.837924e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 148811 members 
Entering Unmasked Estep 
Score: -18379252.000000 Penalty: 5931.861328
	Iteration 104Q: 3 clusters Score -1.837925e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 148818 members 
Entering Unmasked Estep 
Score: -18379260.000000 Penalty: 5931.861328
	Iteration 105Q: 3 clusters Score -1.837926e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 148830 members 
Entering Unmasked Estep 
Score: -18379262.000000 Penalty: 5931.861328
	Iteration 106Q: 3 clusters Score -1.837926e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 148845 members 
Entering Unmasked Estep 
Score: -18379284.000000 Penalty: 5931.861328
	Iteration 107Q: 3 clusters Score -1.837928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 148856 members 
Entering Unmasked Estep 
Score: -18379294.000000 Penalty: 5931.861328
	Iteration 108Q: 3 clusters Score -1.837929e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 148869 members 
Entering Unmasked Estep 
Score: -18379282.000000 Penalty: 5931.861328
	Iteration 109Q: 3 clusters Score -1.837928e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 148881 members 
Entering Unmasked Estep 
Score: -18379282.000000 Penalty: 5931.861328
	Iteration 110Q: 3 clusters Score -1.837928e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 148899 members 
Entering Unmasked Estep 
Score: -18379270.000000 Penalty: 5931.861328
	Iteration 111Q: 3 clusters Score -1.837927e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 148914 members 
Entering Unmasked Estep 
Score: -18379286.000000 Penalty: 5931.861328
	Iteration 112Q: 3 clusters Score -1.837929e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 148925 members 
Entering Unmasked Estep 
Score: -18379278.000000 Penalty: 5931.861328
	Iteration 113Q: 3 clusters Score -1.837928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 148931 members 
Entering Unmasked Estep 
Score: -18379276.000000 Penalty: 5931.861328
	Iteration 114Q: 3 clusters Score -1.837928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 148935 members 
Entering Unmasked Estep 
Score: -18379270.000000 Penalty: 5931.861328
	Iteration 115Q: 3 clusters Score -1.837927e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 148937 members 
Entering Unmasked Estep 
Score: -18379278.000000 Penalty: 5931.861328
	Iteration 116Q: 3 clusters Score -1.837928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 148941 members 
Entering Unmasked Estep 
Score: -18379268.000000 Penalty: 5931.861328
	Iteration 117Q: 3 clusters Score -1.837927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 148945 members 
Entering Unmasked Estep 
Score: -18379270.000000 Penalty: 5931.861328
	Iteration 118Q: 3 clusters Score -1.837927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 148951 members 
Entering Unmasked Estep 
Score: -18379272.000000 Penalty: 5931.861328
	Iteration 119Q: 3 clusters Score -1.837927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 148955 members 
Entering Unmasked Estep 
Score: -18379278.000000 Penalty: 5931.861328
	Iteration 120F: 3 clusters Score -1.837928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7319 members 
Mstep: Class 2 contains 148960 members 
Entering Unmasked Estep 
Score: -18379270.000000 Penalty: 5931.861328
	Iteration 121Q: 3 clusters Score -1.837927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 148963 members 
Entering Unmasked Estep 
Score: -18379268.000000 Penalty: 5931.861328
	Iteration 122Q: 3 clusters Score -1.837927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 148967 members 
Entering Unmasked Estep 
Score: -18379272.000000 Penalty: 5931.861328
	Iteration 123Q: 3 clusters Score -1.837927e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 148970 members 
Entering Unmasked Estep 
Score: -18379274.000000 Penalty: 5931.861328
	Iteration 124Q: 3 clusters Score -1.837927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7305 members 
Mstep: Class 2 contains 148974 members 
Entering Unmasked Estep 
Score: -18379278.000000 Penalty: 5931.861328
	Iteration 125Q: 3 clusters Score -1.837928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 148978 members 
Entering Unmasked Estep 
Score: -18379272.000000 Penalty: 5931.861328
	Iteration 126Q: 3 clusters Score -1.837927e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 148982 members 
Entering Unmasked Estep 
Score: -18379286.000000 Penalty: 5931.861328
	Iteration 127Q: 3 clusters Score -1.837929e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 148984 members 
Entering Unmasked Estep 
Score: -18379282.000000 Penalty: 5931.861328
	Iteration 128Q: 3 clusters Score -1.837928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7295 members 
Mstep: Class 2 contains 148984 members 
Entering Unmasked Estep 
Score: -18379282.000000 Penalty: 5931.861328
	Iteration 129F: 3 clusters Score -1.837928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Entering Unmasked Estep 
Score: -1760851.125000 Penalty: 2395.097412
	Iteration 0F: 2 clusters Score -1760851 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1749605.250000 Penalty: 4790.194824
	Iteration 0F: 3 clusters Score -1749605 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1753358.250000 Penalty: 4790.194824
	Iteration 1F: 3 clusters Score -1753358 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7670 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -1753760.750000 Penalty: 4790.194824
	Iteration 2F: 3 clusters Score -1753761 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1754052.250000 Penalty: 4790.194824
	Iteration 3F: 3 clusters Score -1754052 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1754316.000000 Penalty: 4790.194824
	Iteration 4Q: 3 clusters Score -1754316 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -1754601.000000 Penalty: 4790.194824
	Iteration 5Q: 3 clusters Score -1754601 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -1754893.500000 Penalty: 4790.194824
	Iteration 6Q: 3 clusters Score -1754894 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1755198.500000 Penalty: 4790.194824
	Iteration 7Q: 3 clusters Score -1755198 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1755524.125000 Penalty: 4790.194824
	Iteration 8Q: 3 clusters Score -1755524 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1755927.750000 Penalty: 4790.194824
	Iteration 9Q: 3 clusters Score -1755928 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -1756319.500000 Penalty: 4790.194824
	Iteration 10Q: 3 clusters Score -1756320 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 10390 members 
Entering Unmasked Estep 
Score: -1756641.125000 Penalty: 4790.194824
	Iteration 11Q: 3 clusters Score -1756641 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 10668 members 
Entering Unmasked Estep 
Score: -1756893.000000 Penalty: 4790.194824
	Iteration 12Q: 3 clusters Score -1756893 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 10916 members 
Entering Unmasked Estep 
Score: -1757089.500000 Penalty: 4790.194824
	Iteration 13Q: 3 clusters Score -1757090 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -1757244.625000 Penalty: 4790.194824
	Iteration 14Q: 3 clusters Score -1757245 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -1757362.500000 Penalty: 4790.194824
	Iteration 15Q: 3 clusters Score -1757362 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 11515 members 
Entering Unmasked Estep 
Score: -1757472.875000 Penalty: 4790.194824
	Iteration 16Q: 3 clusters Score -1757473 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -1757558.500000 Penalty: 4790.194824
	Iteration 17Q: 3 clusters Score -1757558 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -1757631.250000 Penalty: 4790.194824
	Iteration 18Q: 3 clusters Score -1757631 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -1757696.750000 Penalty: 4790.194824
	Iteration 19Q: 3 clusters Score -1757697 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 12141 members 
Entering Unmasked Estep 
Score: -1757763.750000 Penalty: 4790.194824
	Iteration 20F: 3 clusters Score -1757764 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -1757808.750000 Penalty: 4790.194824
	Iteration 21Q: 3 clusters Score -1757809 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 12392 members 
Entering Unmasked Estep 
Score: -1757855.250000 Penalty: 4790.194824
	Iteration 22Q: 3 clusters Score -1757855 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -1757903.625000 Penalty: 4790.194824
	Iteration 23Q: 3 clusters Score -1757904 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -1757951.625000 Penalty: 4790.194824
	Iteration 24Q: 3 clusters Score -1757952 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1757992.000000 Penalty: 4790.194824
	Iteration 25Q: 3 clusters Score -1757992 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 12902 members 
Entering Unmasked Estep 
Score: -1758042.000000 Penalty: 4790.194824
	Iteration 26Q: 3 clusters Score -1758042 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -1758082.125000 Penalty: 4790.194824
	Iteration 27Q: 3 clusters Score -1758082 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -1758122.375000 Penalty: 4790.194824
	Iteration 28Q: 3 clusters Score -1758122 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 13256 members 
Entering Unmasked Estep 
Score: -1758171.750000 Penalty: 4790.194824
	Iteration 29Q: 3 clusters Score -1758172 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -1758206.500000 Penalty: 4790.194824
	Iteration 30Q: 3 clusters Score -1758206 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 13448 members 
Entering Unmasked Estep 
Score: -1758247.875000 Penalty: 4790.194824
	Iteration 31Q: 3 clusters Score -1758248 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -1758291.125000 Penalty: 4790.194824
	Iteration 32Q: 3 clusters Score -1758291 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 13651 members 
Entering Unmasked Estep 
Score: -1758330.125000 Penalty: 4790.194824
	Iteration 33Q: 3 clusters Score -1758330 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -1758357.625000 Penalty: 4790.194824
	Iteration 34Q: 3 clusters Score -1758358 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 13802 members 
Entering Unmasked Estep 
Score: -1758394.625000 Penalty: 4790.194824
	Iteration 35Q: 3 clusters Score -1758395 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -1758426.625000 Penalty: 4790.194824
	Iteration 36Q: 3 clusters Score -1758427 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 13946 members 
Entering Unmasked Estep 
Score: -1758449.250000 Penalty: 4790.194824
	Iteration 37Q: 3 clusters Score -1758449 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -1758475.625000 Penalty: 4790.194824
	Iteration 38Q: 3 clusters Score -1758476 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -1758501.750000 Penalty: 4790.194824
	Iteration 39Q: 3 clusters Score -1758502 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -1758511.125000 Penalty: 4790.194824
	Iteration 40F: 3 clusters Score -1758511 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -1758531.625000 Penalty: 4790.194824
	Iteration 41Q: 3 clusters Score -1758532 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -1758545.750000 Penalty: 4790.194824
	Iteration 42Q: 3 clusters Score -1758546 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -1758557.500000 Penalty: 4790.194824
	Iteration 43Q: 3 clusters Score -1758558 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
Score: -1758572.125000 Penalty: 4790.194824
	Iteration 44Q: 3 clusters Score -1758572 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -1758597.250000 Penalty: 4790.194824
	Iteration 45Q: 3 clusters Score -1758597 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 14346 members 
Entering Unmasked Estep 
Score: -1758608.375000 Penalty: 4790.194824
	Iteration 46Q: 3 clusters Score -1758608 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 14389 members 
Entering Unmasked Estep 
Score: -1758630.625000 Penalty: 4790.194824
	Iteration 47Q: 3 clusters Score -1758631 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -1758646.875000 Penalty: 4790.194824
	Iteration 48Q: 3 clusters Score -1758647 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -1758662.250000 Penalty: 4790.194824
	Iteration 49Q: 3 clusters Score -1758662 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1758677.875000 Penalty: 4790.194824
	Iteration 50Q: 3 clusters Score -1758678 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -1758695.375000 Penalty: 4790.194824
	Iteration 51Q: 3 clusters Score -1758695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -1758711.000000 Penalty: 4790.194824
	Iteration 52Q: 3 clusters Score -1758711 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -1758718.750000 Penalty: 4790.194824
	Iteration 53Q: 3 clusters Score -1758719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
Score: -1758730.875000 Penalty: 4790.194824
	Iteration 54Q: 3 clusters Score -1758731 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -1758735.000000 Penalty: 4790.194824
	Iteration 55Q: 3 clusters Score -1758735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -1758742.875000 Penalty: 4790.194824
	Iteration 56Q: 3 clusters Score -1758743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -1758752.875000 Penalty: 4790.194824
	Iteration 57Q: 3 clusters Score -1758753 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 14659 members 
Entering Unmasked Estep 
Score: -1758765.500000 Penalty: 4790.194824
	Iteration 58Q: 3 clusters Score -1758766 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -1758767.000000 Penalty: 4790.194824
	Iteration 59Q: 3 clusters Score -1758767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -1758775.500000 Penalty: 4790.194824
	Iteration 60F: 3 clusters Score -1758776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -1758785.250000 Penalty: 4790.194824
	Iteration 61Q: 3 clusters Score -1758785 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 14716 members 
Entering Unmasked Estep 
Score: -1758792.625000 Penalty: 4790.194824
	Iteration 62Q: 3 clusters Score -1758793 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -1758799.875000 Penalty: 4790.194824
	Iteration 63Q: 3 clusters Score -1758800 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -1758799.125000 Penalty: 4790.194824
	Iteration 64Q: 3 clusters Score -1758799 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 14747 members 
Entering Unmasked Estep 
Score: -1758799.375000 Penalty: 4790.194824
	Iteration 65Q: 3 clusters Score -1758799 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -1758804.750000 Penalty: 4790.194824
	Iteration 66Q: 3 clusters Score -1758805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -1758809.125000 Penalty: 4790.194824
	Iteration 67Q: 3 clusters Score -1758809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -1758814.125000 Penalty: 4790.194824
	Iteration 68Q: 3 clusters Score -1758814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 14786 members 
Entering Unmasked Estep 
Score: -1758815.875000 Penalty: 4790.194824
	Iteration 69Q: 3 clusters Score -1758816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -1758821.750000 Penalty: 4790.194824
	Iteration 70Q: 3 clusters Score -1758822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -1758824.000000 Penalty: 4790.194824
	Iteration 71Q: 3 clusters Score -1758824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -1758828.375000 Penalty: 4790.194824
	Iteration 72Q: 3 clusters Score -1758828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -1758829.375000 Penalty: 4790.194824
	Iteration 73Q: 3 clusters Score -1758829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -1758830.250000 Penalty: 4790.194824
	Iteration 74Q: 3 clusters Score -1758830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -1758832.125000 Penalty: 4790.194824
	Iteration 75Q: 3 clusters Score -1758832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -1758831.250000 Penalty: 4790.194824
	Iteration 76Q: 3 clusters Score -1758831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 14831 members 
Entering Unmasked Estep 
Score: -1758836.375000 Penalty: 4790.194824
	Iteration 77Q: 3 clusters Score -1758836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -1758833.500000 Penalty: 4790.194824
	Iteration 78Q: 3 clusters Score -1758834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -1758837.875000 Penalty: 4790.194824
	Iteration 79Q: 3 clusters Score -1758838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -1758841.750000 Penalty: 4790.194824
	Iteration 80F: 3 clusters Score -1758842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -1758846.125000 Penalty: 4790.194824
	Iteration 81Q: 3 clusters Score -1758846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -1758848.000000 Penalty: 4790.194824
	Iteration 82Q: 3 clusters Score -1758848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -1758850.125000 Penalty: 4790.194824
	Iteration 83Q: 3 clusters Score -1758850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1758851.375000 Penalty: 4790.194824
	Iteration 84Q: 3 clusters Score -1758851 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
Score: -1758851.375000 Penalty: 4790.194824
	Iteration 85F: 3 clusters Score -1758851 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19676 members 
Entering Unmasked Estep 
Score: -2215670.000000 Penalty: 2452.014404
	Iteration 0F: 2 clusters Score -2215670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2201833.000000 Penalty: 4904.028809
	Iteration 0F: 3 clusters Score -2201833 nChanged 8576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -2206380.250000 Penalty: 4904.028809
	Iteration 1F: 3 clusters Score -2206380 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -2206795.500000 Penalty: 4904.028809
	Iteration 2F: 3 clusters Score -2206796 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9223 members 
Mstep: Class 2 contains 10453 members 
Entering Unmasked Estep 
Score: -2207170.000000 Penalty: 4904.028809
	Iteration 3Q: 3 clusters Score -2207170 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2207496.000000 Penalty: 4904.028809
	Iteration 4Q: 3 clusters Score -2207496 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -2207859.750000 Penalty: 4904.028809
	Iteration 5Q: 3 clusters Score -2207860 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -2208227.000000 Penalty: 4904.028809
	Iteration 6Q: 3 clusters Score -2208227 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -2208625.250000 Penalty: 4904.028809
	Iteration 7Q: 3 clusters Score -2208625 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 12131 members 
Entering Unmasked Estep 
Score: -2209096.250000 Penalty: 4904.028809
	Iteration 8Q: 3 clusters Score -2209096 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2209611.250000 Penalty: 4904.028809
	Iteration 9Q: 3 clusters Score -2209611 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2210130.500000 Penalty: 4904.028809
	Iteration 10Q: 3 clusters Score -2210130 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2210606.250000 Penalty: 4904.028809
	Iteration 11Q: 3 clusters Score -2210606 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -2211035.000000 Penalty: 4904.028809
	Iteration 12Q: 3 clusters Score -2211035 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -2211354.750000 Penalty: 4904.028809
	Iteration 13Q: 3 clusters Score -2211355 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2211588.500000 Penalty: 4904.028809
	Iteration 14Q: 3 clusters Score -2211588 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
Score: -2211779.750000 Penalty: 4904.028809
	Iteration 15Q: 3 clusters Score -2211780 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 15621 members 
Entering Unmasked Estep 
Score: -2211926.750000 Penalty: 4904.028809
	Iteration 16Q: 3 clusters Score -2211927 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 15871 members 
Entering Unmasked Estep 
Score: -2212052.750000 Penalty: 4904.028809
	Iteration 17Q: 3 clusters Score -2212053 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -2212173.250000 Penalty: 4904.028809
	Iteration 18Q: 3 clusters Score -2212173 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -2212280.250000 Penalty: 4904.028809
	Iteration 19Q: 3 clusters Score -2212280 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 16551 members 
Entering Unmasked Estep 
Score: -2212361.000000 Penalty: 4904.028809
	Iteration 20F: 3 clusters Score -2212361 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2212437.250000 Penalty: 4904.028809
	Iteration 21Q: 3 clusters Score -2212437 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -2212509.000000 Penalty: 4904.028809
	Iteration 22Q: 3 clusters Score -2212509 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -2212565.750000 Penalty: 4904.028809
	Iteration 23Q: 3 clusters Score -2212566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 17177 members 
Entering Unmasked Estep 
Score: -2212612.250000 Penalty: 4904.028809
	Iteration 24Q: 3 clusters Score -2212612 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -2212658.250000 Penalty: 4904.028809
	Iteration 25Q: 3 clusters Score -2212658 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -2212703.500000 Penalty: 4904.028809
	Iteration 26Q: 3 clusters Score -2212704 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -2212765.250000 Penalty: 4904.028809
	Iteration 27Q: 3 clusters Score -2212765 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 17667 members 
Entering Unmasked Estep 
Score: -2212822.750000 Penalty: 4904.028809
	Iteration 28Q: 3 clusters Score -2212823 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 17782 members 
Entering Unmasked Estep 
Score: -2212870.500000 Penalty: 4904.028809
	Iteration 29Q: 3 clusters Score -2212870 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 17888 members 
Entering Unmasked Estep 
Score: -2212917.500000 Penalty: 4904.028809
	Iteration 30Q: 3 clusters Score -2212918 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -2212963.250000 Penalty: 4904.028809
	Iteration 31Q: 3 clusters Score -2212963 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 18101 members 
Entering Unmasked Estep 
Score: -2213024.500000 Penalty: 4904.028809
	Iteration 32Q: 3 clusters Score -2213024 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 18210 members 
Entering Unmasked Estep 
Score: -2213071.750000 Penalty: 4904.028809
	Iteration 33Q: 3 clusters Score -2213072 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -2213120.500000 Penalty: 4904.028809
	Iteration 34Q: 3 clusters Score -2213120 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 18380 members 
Entering Unmasked Estep 
Score: -2213154.500000 Penalty: 4904.028809
	Iteration 35Q: 3 clusters Score -2213154 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -2213191.500000 Penalty: 4904.028809
	Iteration 36Q: 3 clusters Score -2213192 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 18526 members 
Entering Unmasked Estep 
Score: -2213222.500000 Penalty: 4904.028809
	Iteration 37Q: 3 clusters Score -2213222 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -2213261.500000 Penalty: 4904.028809
	Iteration 38Q: 3 clusters Score -2213262 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2213296.750000 Penalty: 4904.028809
	Iteration 39Q: 3 clusters Score -2213297 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2213317.250000 Penalty: 4904.028809
	Iteration 40F: 3 clusters Score -2213317 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -2213338.250000 Penalty: 4904.028809
	Iteration 41Q: 3 clusters Score -2213338 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -2213357.500000 Penalty: 4904.028809
	Iteration 42Q: 3 clusters Score -2213358 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -2213378.250000 Penalty: 4904.028809
	Iteration 43Q: 3 clusters Score -2213378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2213401.500000 Penalty: 4904.028809
	Iteration 44Q: 3 clusters Score -2213402 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2213418.500000 Penalty: 4904.028809
	Iteration 45Q: 3 clusters Score -2213418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 18861 members 
Entering Unmasked Estep 
Score: -2213437.250000 Penalty: 4904.028809
	Iteration 46Q: 3 clusters Score -2213437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -2213449.750000 Penalty: 4904.028809
	Iteration 47Q: 3 clusters Score -2213450 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -2213461.000000 Penalty: 4904.028809
	Iteration 48Q: 3 clusters Score -2213461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18913 members 
Entering Unmasked Estep 
Score: -2213466.750000 Penalty: 4904.028809
	Iteration 49Q: 3 clusters Score -2213467 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 18923 members 
Entering Unmasked Estep 
Score: -2213477.250000 Penalty: 4904.028809
	Iteration 50Q: 3 clusters Score -2213477 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2213485.750000 Penalty: 4904.028809
	Iteration 51Q: 3 clusters Score -2213486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -2213495.500000 Penalty: 4904.028809
	Iteration 52Q: 3 clusters Score -2213496 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -2213495.500000 Penalty: 4904.028809
	Iteration 53Q: 3 clusters Score -2213496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -2213500.500000 Penalty: 4904.028809
	Iteration 54Q: 3 clusters Score -2213500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 18973 members 
Entering Unmasked Estep 
Score: -2213506.750000 Penalty: 4904.028809
	Iteration 55Q: 3 clusters Score -2213507 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2213515.750000 Penalty: 4904.028809
	Iteration 56Q: 3 clusters Score -2213516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19000 members 
Entering Unmasked Estep 
Score: -2213525.750000 Penalty: 4904.028809
	Iteration 57Q: 3 clusters Score -2213526 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19008 members 
Entering Unmasked Estep 
Score: -2213536.500000 Penalty: 4904.028809
	Iteration 58Q: 3 clusters Score -2213536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -2213540.000000 Penalty: 4904.028809
	Iteration 59Q: 3 clusters Score -2213540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -2213544.500000 Penalty: 4904.028809
	Iteration 60F: 3 clusters Score -2213544 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2213542.750000 Penalty: 4904.028809
	Iteration 61Q: 3 clusters Score -2213543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 19024 members 
Entering Unmasked Estep 
Score: -2213542.250000 Penalty: 4904.028809
	Iteration 62Q: 3 clusters Score -2213542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 19028 members 
Entering Unmasked Estep 
Score: -2213547.500000 Penalty: 4904.028809
	Iteration 63Q: 3 clusters Score -2213548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -2213549.250000 Penalty: 4904.028809
	Iteration 64Q: 3 clusters Score -2213549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2213553.000000 Penalty: 4904.028809
	Iteration 65Q: 3 clusters Score -2213553 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 19038 members 
Entering Unmasked Estep 
Score: -2213552.500000 Penalty: 4904.028809
	Iteration 66Q: 3 clusters Score -2213552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -2213549.500000 Penalty: 4904.028809
	Iteration 67Q: 3 clusters Score -2213550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -2213556.750000 Penalty: 4904.028809
	Iteration 68Q: 3 clusters Score -2213557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2213556.500000 Penalty: 4904.028809
	Iteration 69Q: 3 clusters Score -2213556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -2213555.750000 Penalty: 4904.028809
	Iteration 70Q: 3 clusters Score -2213556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19048 members 
Entering Unmasked Estep 
Score: -2213562.750000 Penalty: 4904.028809
	Iteration 71Q: 3 clusters Score -2213563 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -2213564.000000 Penalty: 4904.028809
	Iteration 72Q: 3 clusters Score -2213564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2213568.500000 Penalty: 4904.028809
	Iteration 73Q: 3 clusters Score -2213568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2213570.500000 Penalty: 4904.028809
	Iteration 74Q: 3 clusters Score -2213570 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -2213570.500000 Penalty: 4904.028809
	Iteration 75F: 3 clusters Score -2213570 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (147755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147755 members 
Entering Unmasked Estep 
Score: -17451802.000000 Penalty: 2952.020996
	Iteration 0F: 2 clusters Score -1.74518e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74127 members 
Mstep: Class 2 contains 73628 members 
Entering Unmasked Estep 
Score: -17352808.000000 Penalty: 5904.041992
	Iteration 0F: 3 clusters Score -1.735281e+07 nChanged 70732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77155 members 
Mstep: Class 2 contains 70600 members 
Entering Unmasked Estep 
Score: -17395704.000000 Penalty: 5904.041992
	Iteration 1F: 3 clusters Score -1.73957e+07 nChanged 6241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79588 members 
Mstep: Class 2 contains 68167 members 
Entering Unmasked Estep 
Score: -17398026.000000 Penalty: 5904.041992
	Iteration 2Q: 3 clusters Score -1.739803e+07 nChanged 7536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83412 members 
Mstep: Class 2 contains 64343 members 
Entering Unmasked Estep 
Score: -17401778.000000 Penalty: 5904.041992
	Iteration 3F: 3 clusters Score -1.740178e+07 nChanged 9249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89043 members 
Mstep: Class 2 contains 58712 members 
Entering Unmasked Estep 
Score: -17407244.000000 Penalty: 5904.041992
	Iteration 4F: 3 clusters Score -1.740724e+07 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96401 members 
Mstep: Class 2 contains 51354 members 
Entering Unmasked Estep 
Score: -17414218.000000 Penalty: 5904.041992
	Iteration 5F: 3 clusters Score -1.741422e+07 nChanged 10655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104622 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -17421986.000000 Penalty: 5904.041992
	Iteration 6F: 3 clusters Score -1.742199e+07 nChanged 9259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112297 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -17428486.000000 Penalty: 5904.041992
	Iteration 7F: 3 clusters Score -1.742849e+07 nChanged 7210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118713 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -17433632.000000 Penalty: 5904.041992
	Iteration 8Q: 3 clusters Score -1.743363e+07 nChanged 5583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123862 members 
Mstep: Class 2 contains 23893 members 
Entering Unmasked Estep 
Score: -17437652.000000 Penalty: 5904.041992
	Iteration 9Q: 3 clusters Score -1.743765e+07 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128020 members 
Mstep: Class 2 contains 19735 members 
Entering Unmasked Estep 
Score: -17440452.000000 Penalty: 5904.041992
	Iteration 10Q: 3 clusters Score -1.744045e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131553 members 
Mstep: Class 2 contains 16202 members 
Entering Unmasked Estep 
Score: -17442836.000000 Penalty: 5904.041992
	Iteration 11Q: 3 clusters Score -1.744284e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134358 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -17444496.000000 Penalty: 5904.041992
	Iteration 12Q: 3 clusters Score -1.74445e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136716 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -17445802.000000 Penalty: 5904.041992
	Iteration 13Q: 3 clusters Score -1.74458e+07 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138597 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -17446786.000000 Penalty: 5904.041992
	Iteration 14Q: 3 clusters Score -1.744679e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140157 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -17447622.000000 Penalty: 5904.041992
	Iteration 15Q: 3 clusters Score -1.744762e+07 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141393 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -17448320.000000 Penalty: 5904.041992
	Iteration 16Q: 3 clusters Score -1.744832e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142358 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -17448908.000000 Penalty: 5904.041992
	Iteration 17Q: 3 clusters Score -1.744891e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143139 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -17449268.000000 Penalty: 5904.041992
	Iteration 18Q: 3 clusters Score -1.744927e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143724 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -17449562.000000 Penalty: 5904.041992
	Iteration 19Q: 3 clusters Score -1.744956e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144141 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -17449776.000000 Penalty: 5904.041992
	Iteration 20F: 3 clusters Score -1.744978e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144423 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -17449902.000000 Penalty: 5904.041992
	Iteration 21Q: 3 clusters Score -1.74499e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144627 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -17449948.000000 Penalty: 5904.041992
	Iteration 22Q: 3 clusters Score -1.744995e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144813 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -17449988.000000 Penalty: 5904.041992
	Iteration 23Q: 3 clusters Score -1.744999e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144966 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -17450056.000000 Penalty: 5904.041992
	Iteration 24Q: 3 clusters Score -1.745006e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145108 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -17450056.000000 Penalty: 5904.041992
	Iteration 25Q: 3 clusters Score -1.745006e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145206 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -17450104.000000 Penalty: 5904.041992
	Iteration 26Q: 3 clusters Score -1.74501e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145277 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -17450144.000000 Penalty: 5904.041992
	Iteration 27Q: 3 clusters Score -1.745014e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145326 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -17450146.000000 Penalty: 5904.041992
	Iteration 28Q: 3 clusters Score -1.745015e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145362 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -17450156.000000 Penalty: 5904.041992
	Iteration 29Q: 3 clusters Score -1.745016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145399 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -17450152.000000 Penalty: 5904.041992
	Iteration 30Q: 3 clusters Score -1.745015e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145425 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -17450162.000000 Penalty: 5904.041992
	Iteration 31Q: 3 clusters Score -1.745016e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145452 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -17450160.000000 Penalty: 5904.041992
	Iteration 32Q: 3 clusters Score -1.745016e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145483 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -17450218.000000 Penalty: 5904.041992
	Iteration 33Q: 3 clusters Score -1.745022e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145512 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -17450224.000000 Penalty: 5904.041992
	Iteration 34Q: 3 clusters Score -1.745022e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145543 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -17450222.000000 Penalty: 5904.041992
	Iteration 35Q: 3 clusters Score -1.745022e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145571 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -17450240.000000 Penalty: 5904.041992
	Iteration 36Q: 3 clusters Score -1.745024e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145595 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -17450270.000000 Penalty: 5904.041992
	Iteration 37Q: 3 clusters Score -1.745027e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145613 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -17450274.000000 Penalty: 5904.041992
	Iteration 38Q: 3 clusters Score -1.745027e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145626 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -17450274.000000 Penalty: 5904.041992
	Iteration 39Q: 3 clusters Score -1.745027e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145646 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -17450284.000000 Penalty: 5904.041992
	Iteration 40F: 3 clusters Score -1.745028e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145670 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -17450304.000000 Penalty: 5904.041992
	Iteration 41Q: 3 clusters Score -1.74503e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145680 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -17450316.000000 Penalty: 5904.041992
	Iteration 42Q: 3 clusters Score -1.745032e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145686 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -17450326.000000 Penalty: 5904.041992
	Iteration 43Q: 3 clusters Score -1.745033e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145699 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -17450322.000000 Penalty: 5904.041992
	Iteration 44Q: 3 clusters Score -1.745032e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145714 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -17450322.000000 Penalty: 5904.041992
	Iteration 45Q: 3 clusters Score -1.745032e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145724 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -17450320.000000 Penalty: 5904.041992
	Iteration 46Q: 3 clusters Score -1.745032e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145743 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -17450332.000000 Penalty: 5904.041992
	Iteration 47Q: 3 clusters Score -1.745033e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145751 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -17450336.000000 Penalty: 5904.041992
	Iteration 48Q: 3 clusters Score -1.745034e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -17450338.000000 Penalty: 5904.041992
	Iteration 49Q: 3 clusters Score -1.745034e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -17450360.000000 Penalty: 5904.041992
	Iteration 50Q: 3 clusters Score -1.745036e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -17450356.000000 Penalty: 5904.041992
	Iteration 51Q: 3 clusters Score -1.745036e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -17450364.000000 Penalty: 5904.041992
	Iteration 52Q: 3 clusters Score -1.745036e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145764 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -17450364.000000 Penalty: 5904.041992
	Iteration 53Q: 3 clusters Score -1.745036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145765 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -17450366.000000 Penalty: 5904.041992
	Iteration 54Q: 3 clusters Score -1.745037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -17450360.000000 Penalty: 5904.041992
	Iteration 55Q: 3 clusters Score -1.745036e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145762 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -17450370.000000 Penalty: 5904.041992
	Iteration 56Q: 3 clusters Score -1.745037e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145757 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -17450372.000000 Penalty: 5904.041992
	Iteration 57Q: 3 clusters Score -1.745037e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -17450380.000000 Penalty: 5904.041992
	Iteration 58Q: 3 clusters Score -1.745038e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145760 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -17450364.000000 Penalty: 5904.041992
	Iteration 59Q: 3 clusters Score -1.745036e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145763 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -17450374.000000 Penalty: 5904.041992
	Iteration 60F: 3 clusters Score -1.745037e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145767 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -17450378.000000 Penalty: 5904.041992
	Iteration 61Q: 3 clusters Score -1.745038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145767 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -17450372.000000 Penalty: 5904.041992
	Iteration 62Q: 3 clusters Score -1.745037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145769 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -17450372.000000 Penalty: 5904.041992
	Iteration 63Q: 3 clusters Score -1.745037e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145771 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -17450380.000000 Penalty: 5904.041992
	Iteration 64Q: 3 clusters Score -1.745038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145771 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -17450372.000000 Penalty: 5904.041992
	Iteration 65Q: 3 clusters Score -1.745037e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145771 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -17450372.000000 Penalty: 5904.041992
	Iteration 66F: 3 clusters Score -1.745037e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Entering Unmasked Estep 
Score: -246514.593750 Penalty: 1898.536865
	Iteration 0F: 2 clusters Score -246514.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -243822.593750 Penalty: 3797.073730
	Iteration 0F: 3 clusters Score -243822.6 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -244313.000000 Penalty: 3797.073730
	Iteration 1F: 3 clusters Score -244313 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -244441.187500 Penalty: 3797.073730
	Iteration 2F: 3 clusters Score -244441.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -244519.703125 Penalty: 3797.073730
	Iteration 3Q: 3 clusters Score -244519.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -244568.656250 Penalty: 3797.073730
	Iteration 4Q: 3 clusters Score -244568.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -244587.000000 Penalty: 3797.073730
	Iteration 5Q: 3 clusters Score -244587 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -244599.875000 Penalty: 3797.073730
	Iteration 6Q: 3 clusters Score -244599.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -244609.500000 Penalty: 3797.073730
	Iteration 7Q: 3 clusters Score -244609.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -244616.453125 Penalty: 3797.073730
	Iteration 8Q: 3 clusters Score -244616.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -244622.953125 Penalty: 3797.073730
	Iteration 9Q: 3 clusters Score -244623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -244625.125000 Penalty: 3797.073730
	Iteration 10Q: 3 clusters Score -244625.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -244629.312500 Penalty: 3797.073730
	Iteration 11Q: 3 clusters Score -244629.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -244631.671875 Penalty: 3797.073730
	Iteration 12Q: 3 clusters Score -244631.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -244633.796875 Penalty: 3797.073730
	Iteration 13Q: 3 clusters Score -244633.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -244635.156250 Penalty: 3797.073730
	Iteration 14Q: 3 clusters Score -244635.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -244639.484375 Penalty: 3797.073730
	Iteration 15Q: 3 clusters Score -244639.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -244644.062500 Penalty: 3797.073730
	Iteration 16Q: 3 clusters Score -244644.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -244650.906250 Penalty: 3797.073730
	Iteration 17Q: 3 clusters Score -244650.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -244659.093750 Penalty: 3797.073730
	Iteration 18Q: 3 clusters Score -244659.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -244664.171875 Penalty: 3797.073730
	Iteration 19Q: 3 clusters Score -244664.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -244665.703125 Penalty: 3797.073730
	Iteration 20F: 3 clusters Score -244665.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -244666.125000 Penalty: 3797.073730
	Iteration 21Q: 3 clusters Score -244666.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -244667.671875 Penalty: 3797.073730
	Iteration 22Q: 3 clusters Score -244667.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -244668.125000 Penalty: 3797.073730
	Iteration 23Q: 3 clusters Score -244668.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -244668.843750 Penalty: 3797.073730
	Iteration 24Q: 3 clusters Score -244668.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -244669.515625 Penalty: 3797.073730
	Iteration 25Q: 3 clusters Score -244669.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -244670.625000 Penalty: 3797.073730
	Iteration 26Q: 3 clusters Score -244670.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -244670.625000 Penalty: 3797.073730
	Iteration 27F: 3 clusters Score -244670.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (179985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179985 members 
Entering Unmasked Estep 
Score: -21352140.000000 Penalty: 3000.956055
	Iteration 0F: 2 clusters Score -2.135214e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89660 members 
Mstep: Class 2 contains 90325 members 
Entering Unmasked Estep 
Score: -21232918.000000 Penalty: 6001.912109
	Iteration 0F: 3 clusters Score -2.123292e+07 nChanged 86475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83081 members 
Mstep: Class 2 contains 96904 members 
Entering Unmasked Estep 
Score: -21283730.000000 Penalty: 6001.912109
	Iteration 1F: 3 clusters Score -2.128373e+07 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78837 members 
Mstep: Class 2 contains 101148 members 
Entering Unmasked Estep 
Score: -21285408.000000 Penalty: 6001.912109
	Iteration 2Q: 3 clusters Score -2.128541e+07 nChanged 7730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72435 members 
Mstep: Class 2 contains 107550 members 
Entering Unmasked Estep 
Score: -21288452.000000 Penalty: 6001.912109
	Iteration 3Q: 3 clusters Score -2.128845e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62939 members 
Mstep: Class 2 contains 117046 members 
Entering Unmasked Estep 
Score: -21294042.000000 Penalty: 6001.912109
	Iteration 4F: 3 clusters Score -2.129404e+07 nChanged 13688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49599 members 
Mstep: Class 2 contains 130386 members 
Entering Unmasked Estep 
Score: -21304086.000000 Penalty: 6001.912109
	Iteration 5F: 3 clusters Score -2.130409e+07 nChanged 16455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -21318740.000000 Penalty: 6001.912109
	Iteration 6F: 3 clusters Score -2.131874e+07 nChanged 15411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 162058 members 
Entering Unmasked Estep 
Score: -21333990.000000 Penalty: 6001.912109
	Iteration 7F: 3 clusters Score -2.133399e+07 nChanged 10180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 172224 members 
Entering Unmasked Estep 
Score: -21343452.000000 Penalty: 6001.912109
	Iteration 8F: 3 clusters Score -2.134345e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 176823 members 
Entering Unmasked Estep 
Score: -21347396.000000 Penalty: 6001.912109
	Iteration 9Q: 3 clusters Score -2.13474e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 178373 members 
Entering Unmasked Estep 
Score: -21348820.000000 Penalty: 6001.912109
	Iteration 10Q: 3 clusters Score -2.134882e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 178868 members 
Entering Unmasked Estep 
Score: -21349364.000000 Penalty: 6001.912109
	Iteration 11Q: 3 clusters Score -2.134936e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 179007 members 
Entering Unmasked Estep 
Score: -21349652.000000 Penalty: 6001.912109
	Iteration 12Q: 3 clusters Score -2.134965e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 179053 members 
Entering Unmasked Estep 
Score: -21349796.000000 Penalty: 6001.912109
	Iteration 13Q: 3 clusters Score -2.13498e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 179064 members 
Entering Unmasked Estep 
Score: -21349908.000000 Penalty: 6001.912109
	Iteration 14Q: 3 clusters Score -2.134991e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 179082 members 
Entering Unmasked Estep 
Score: -21350004.000000 Penalty: 6001.912109
	Iteration 15Q: 3 clusters Score -2.135e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 179082 members 
Entering Unmasked Estep 
Score: -21350056.000000 Penalty: 6001.912109
	Iteration 16Q: 3 clusters Score -2.135006e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 179081 members 
Entering Unmasked Estep 
Score: -21350108.000000 Penalty: 6001.912109
	Iteration 17Q: 3 clusters Score -2.135011e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 179082 members 
Entering Unmasked Estep 
Score: -21350158.000000 Penalty: 6001.912109
	Iteration 18Q: 3 clusters Score -2.135016e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 179080 members 
Entering Unmasked Estep 
Score: -21350174.000000 Penalty: 6001.912109
	Iteration 19Q: 3 clusters Score -2.135017e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -21350210.000000 Penalty: 6001.912109
	Iteration 20F: 3 clusters Score -2.135021e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 179074 members 
Entering Unmasked Estep 
Score: -21350214.000000 Penalty: 6001.912109
	Iteration 21Q: 3 clusters Score -2.135021e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 179064 members 
Entering Unmasked Estep 
Score: -21350224.000000 Penalty: 6001.912109
	Iteration 22Q: 3 clusters Score -2.135022e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 179062 members 
Entering Unmasked Estep 
Score: -21350242.000000 Penalty: 6001.912109
	Iteration 23Q: 3 clusters Score -2.135024e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 179058 members 
Entering Unmasked Estep 
Score: -21350248.000000 Penalty: 6001.912109
	Iteration 24Q: 3 clusters Score -2.135025e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 179051 members 
Entering Unmasked Estep 
Score: -21350256.000000 Penalty: 6001.912109
	Iteration 25Q: 3 clusters Score -2.135026e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 179044 members 
Entering Unmasked Estep 
Score: -21350264.000000 Penalty: 6001.912109
	Iteration 26Q: 3 clusters Score -2.135026e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 179036 members 
Entering Unmasked Estep 
Score: -21350272.000000 Penalty: 6001.912109
	Iteration 27Q: 3 clusters Score -2.135027e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 179034 members 
Entering Unmasked Estep 
Score: -21350268.000000 Penalty: 6001.912109
	Iteration 28Q: 3 clusters Score -2.135027e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 179031 members 
Entering Unmasked Estep 
Score: -21350268.000000 Penalty: 6001.912109
	Iteration 29Q: 3 clusters Score -2.135027e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 179030 members 
Entering Unmasked Estep 
Score: -21350266.000000 Penalty: 6001.912109
	Iteration 30Q: 3 clusters Score -2.135027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 179030 members 
Entering Unmasked Estep 
Score: -21350270.000000 Penalty: 6001.912109
	Iteration 31Q: 3 clusters Score -2.135027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 179032 members 
Entering Unmasked Estep 
Score: -21350274.000000 Penalty: 6001.912109
	Iteration 32Q: 3 clusters Score -2.135027e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 179034 members 
Entering Unmasked Estep 
Score: -21350270.000000 Penalty: 6001.912109
	Iteration 33Q: 3 clusters Score -2.135027e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 179033 members 
Entering Unmasked Estep 
Score: -21350272.000000 Penalty: 6001.912109
	Iteration 34Q: 3 clusters Score -2.135027e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 179033 members 
Entering Unmasked Estep 
Score: -21350272.000000 Penalty: 6001.912109
	Iteration 35F: 3 clusters Score -2.135027e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26623 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Entering Unmasked Estep 
Score: -2916930.000000 Penalty: 2527.003418
	Iteration 0F: 2 clusters Score -2916930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -2898521.000000 Penalty: 5054.006836
	Iteration 0F: 3 clusters Score -2898521 nChanged 11883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 13074 members 
Entering Unmasked Estep 
Score: -2905129.750000 Penalty: 5054.006836
	Iteration 1F: 3 clusters Score -2905130 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13682 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -2905761.000000 Penalty: 5054.006836
	Iteration 2F: 3 clusters Score -2905761 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13838 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2906416.000000 Penalty: 5054.006836
	Iteration 3F: 3 clusters Score -2906416 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 12519 members 
Entering Unmasked Estep 
Score: -2907146.750000 Penalty: 5054.006836
	Iteration 4F: 3 clusters Score -2907147 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14446 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -2907965.500000 Penalty: 5054.006836
	Iteration 5F: 3 clusters Score -2907966 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -2908818.500000 Penalty: 5054.006836
	Iteration 6F: 3 clusters Score -2908818 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15128 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -2909640.250000 Penalty: 5054.006836
	Iteration 7F: 3 clusters Score -2909640 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2910330.000000 Penalty: 5054.006836
	Iteration 8Q: 3 clusters Score -2910330 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15558 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -2910859.000000 Penalty: 5054.006836
	Iteration 9Q: 3 clusters Score -2910859 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15694 members 
Mstep: Class 2 contains 10929 members 
Entering Unmasked Estep 
Score: -2911308.750000 Penalty: 5054.006836
	Iteration 10Q: 3 clusters Score -2911309 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 10818 members 
Entering Unmasked Estep 
Score: -2911612.000000 Penalty: 5054.006836
	Iteration 11Q: 3 clusters Score -2911612 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15919 members 
Mstep: Class 2 contains 10704 members 
Entering Unmasked Estep 
Score: -2911850.000000 Penalty: 5054.006836
	Iteration 12Q: 3 clusters Score -2911850 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -2912019.000000 Penalty: 5054.006836
	Iteration 13Q: 3 clusters Score -2912019 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -2912184.500000 Penalty: 5054.006836
	Iteration 14Q: 3 clusters Score -2912184 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16315 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2912346.750000 Penalty: 5054.006836
	Iteration 15Q: 3 clusters Score -2912347 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -2912473.250000 Penalty: 5054.006836
	Iteration 16Q: 3 clusters Score -2912473 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16529 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -2912594.750000 Penalty: 5054.006836
	Iteration 17Q: 3 clusters Score -2912595 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2912717.750000 Penalty: 5054.006836
	Iteration 18Q: 3 clusters Score -2912718 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -2912810.000000 Penalty: 5054.006836
	Iteration 19Q: 3 clusters Score -2912810 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -2912908.250000 Penalty: 5054.006836
	Iteration 20F: 3 clusters Score -2912908 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 9953 members 
Entering Unmasked Estep 
Score: -2912991.500000 Penalty: 5054.006836
	Iteration 21Q: 3 clusters Score -2912992 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 9971 members 
Entering Unmasked Estep 
Score: -2913072.750000 Penalty: 5054.006836
	Iteration 22Q: 3 clusters Score -2913073 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16650 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -2913131.250000 Penalty: 5054.006836
	Iteration 23Q: 3 clusters Score -2913131 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 9986 members 
Entering Unmasked Estep 
Score: -2913171.500000 Penalty: 5054.006836
	Iteration 24Q: 3 clusters Score -2913172 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -2913220.500000 Penalty: 5054.006836
	Iteration 25Q: 3 clusters Score -2913220 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2913259.000000 Penalty: 5054.006836
	Iteration 26Q: 3 clusters Score -2913259 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 10007 members 
Entering Unmasked Estep 
Score: -2913277.500000 Penalty: 5054.006836
	Iteration 27Q: 3 clusters Score -2913278 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16600 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -2913278.750000 Penalty: 5054.006836
	Iteration 28Q: 3 clusters Score -2913279 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -2913303.250000 Penalty: 5054.006836
	Iteration 29Q: 3 clusters Score -2913303 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 10036 members 
Entering Unmasked Estep 
Score: -2913317.000000 Penalty: 5054.006836
	Iteration 30Q: 3 clusters Score -2913317 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 10043 members 
Entering Unmasked Estep 
Score: -2913335.750000 Penalty: 5054.006836
	Iteration 31Q: 3 clusters Score -2913336 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -2913355.000000 Penalty: 5054.006836
	Iteration 32Q: 3 clusters Score -2913355 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -2913378.250000 Penalty: 5054.006836
	Iteration 33Q: 3 clusters Score -2913378 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16604 members 
Mstep: Class 2 contains 10019 members 
Entering Unmasked Estep 
Score: -2913385.250000 Penalty: 5054.006836
	Iteration 34Q: 3 clusters Score -2913385 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16606 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -2913404.500000 Penalty: 5054.006836
	Iteration 35Q: 3 clusters Score -2913404 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -2913424.000000 Penalty: 5054.006836
	Iteration 36Q: 3 clusters Score -2913424 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -2913429.750000 Penalty: 5054.006836
	Iteration 37Q: 3 clusters Score -2913430 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2913440.250000 Penalty: 5054.006836
	Iteration 38Q: 3 clusters Score -2913440 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -2913445.500000 Penalty: 5054.006836
	Iteration 39Q: 3 clusters Score -2913446 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -2913473.000000 Penalty: 5054.006836
	Iteration 40F: 3 clusters Score -2913473 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2913490.250000 Penalty: 5054.006836
	Iteration 41Q: 3 clusters Score -2913490 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 9856 members 
Entering Unmasked Estep 
Score: -2913517.000000 Penalty: 5054.006836
	Iteration 42Q: 3 clusters Score -2913517 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2913537.250000 Penalty: 5054.006836
	Iteration 43Q: 3 clusters Score -2913537 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16832 members 
Mstep: Class 2 contains 9791 members 
Entering Unmasked Estep 
Score: -2913547.500000 Penalty: 5054.006836
	Iteration 44Q: 3 clusters Score -2913548 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16843 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2913570.000000 Penalty: 5054.006836
	Iteration 45Q: 3 clusters Score -2913570 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
Score: -2913595.500000 Penalty: 5054.006836
	Iteration 46Q: 3 clusters Score -2913596 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2913614.750000 Penalty: 5054.006836
	Iteration 47Q: 3 clusters Score -2913615 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 9724 members 
Entering Unmasked Estep 
Score: -2913640.000000 Penalty: 5054.006836
	Iteration 48Q: 3 clusters Score -2913640 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2913668.000000 Penalty: 5054.006836
	Iteration 49Q: 3 clusters Score -2913668 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16966 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2913685.250000 Penalty: 5054.006836
	Iteration 50Q: 3 clusters Score -2913685 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2913701.750000 Penalty: 5054.006836
	Iteration 51Q: 3 clusters Score -2913702 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17042 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -2913712.750000 Penalty: 5054.006836
	Iteration 52Q: 3 clusters Score -2913713 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17067 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -2913732.750000 Penalty: 5054.006836
	Iteration 53Q: 3 clusters Score -2913733 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17083 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2913752.000000 Penalty: 5054.006836
	Iteration 54Q: 3 clusters Score -2913752 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2913764.500000 Penalty: 5054.006836
	Iteration 55Q: 3 clusters Score -2913764 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -2913776.500000 Penalty: 5054.006836
	Iteration 56Q: 3 clusters Score -2913776 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -2913801.500000 Penalty: 5054.006836
	Iteration 57Q: 3 clusters Score -2913802 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17188 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -2913802.000000 Penalty: 5054.006836
	Iteration 58Q: 3 clusters Score -2913802 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -2913816.250000 Penalty: 5054.006836
	Iteration 59Q: 3 clusters Score -2913816 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -2913827.750000 Penalty: 5054.006836
	Iteration 60F: 3 clusters Score -2913828 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -2913843.500000 Penalty: 5054.006836
	Iteration 61Q: 3 clusters Score -2913844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -2913840.000000 Penalty: 5054.006836
	Iteration 62Q: 3 clusters Score -2913840 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 9351 members 
Entering Unmasked Estep 
Score: -2913850.000000 Penalty: 5054.006836
	Iteration 63Q: 3 clusters Score -2913850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -2913857.500000 Penalty: 5054.006836
	Iteration 64Q: 3 clusters Score -2913858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -2913849.250000 Penalty: 5054.006836
	Iteration 65Q: 3 clusters Score -2913849 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 9367 members 
Entering Unmasked Estep 
Score: -2913873.000000 Penalty: 5054.006836
	Iteration 66Q: 3 clusters Score -2913873 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17242 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -2913879.000000 Penalty: 5054.006836
	Iteration 67Q: 3 clusters Score -2913879 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -2913894.750000 Penalty: 5054.006836
	Iteration 68Q: 3 clusters Score -2913895 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -2913905.250000 Penalty: 5054.006836
	Iteration 69Q: 3 clusters Score -2913905 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17172 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2913925.500000 Penalty: 5054.006836
	Iteration 70Q: 3 clusters Score -2913926 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17137 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -2913933.000000 Penalty: 5054.006836
	Iteration 71Q: 3 clusters Score -2913933 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 9520 members 
Entering Unmasked Estep 
Score: -2913950.500000 Penalty: 5054.006836
	Iteration 72Q: 3 clusters Score -2913950 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -2913978.750000 Penalty: 5054.006836
	Iteration 73Q: 3 clusters Score -2913979 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17004 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -2913989.000000 Penalty: 5054.006836
	Iteration 74Q: 3 clusters Score -2913989 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 9687 members 
Entering Unmasked Estep 
Score: -2914023.750000 Penalty: 5054.006836
	Iteration 75Q: 3 clusters Score -2914024 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2914039.500000 Penalty: 5054.006836
	Iteration 76Q: 3 clusters Score -2914040 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16838 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -2914055.000000 Penalty: 5054.006836
	Iteration 77Q: 3 clusters Score -2914055 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -2914065.750000 Penalty: 5054.006836
	Iteration 78Q: 3 clusters Score -2914066 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -2914076.000000 Penalty: 5054.006836
	Iteration 79Q: 3 clusters Score -2914076 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -2914088.750000 Penalty: 5054.006836
	Iteration 80F: 3 clusters Score -2914089 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 10000 members 
Entering Unmasked Estep 
Score: -2914094.750000 Penalty: 5054.006836
	Iteration 81Q: 3 clusters Score -2914095 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16559 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -2914123.250000 Penalty: 5054.006836
	Iteration 82Q: 3 clusters Score -2914123 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 10141 members 
Entering Unmasked Estep 
Score: -2914152.750000 Penalty: 5054.006836
	Iteration 83Q: 3 clusters Score -2914153 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16403 members 
Mstep: Class 2 contains 10220 members 
Entering Unmasked Estep 
Score: -2914183.500000 Penalty: 5054.006836
	Iteration 84Q: 3 clusters Score -2914184 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16313 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2914210.000000 Penalty: 5054.006836
	Iteration 85Q: 3 clusters Score -2914210 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2914243.250000 Penalty: 5054.006836
	Iteration 86Q: 3 clusters Score -2914243 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16108 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2914278.000000 Penalty: 5054.006836
	Iteration 87Q: 3 clusters Score -2914278 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15992 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2914310.500000 Penalty: 5054.006836
	Iteration 88Q: 3 clusters Score -2914310 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -2914346.500000 Penalty: 5054.006836
	Iteration 89Q: 3 clusters Score -2914346 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -2914396.750000 Penalty: 5054.006836
	Iteration 90Q: 3 clusters Score -2914397 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -2914429.250000 Penalty: 5054.006836
	Iteration 91Q: 3 clusters Score -2914429 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 11109 members 
Entering Unmasked Estep 
Score: -2914478.750000 Penalty: 5054.006836
	Iteration 92Q: 3 clusters Score -2914479 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15377 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -2914534.250000 Penalty: 5054.006836
	Iteration 93Q: 3 clusters Score -2914534 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -2914605.250000 Penalty: 5054.006836
	Iteration 94Q: 3 clusters Score -2914605 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 11563 members 
Entering Unmasked Estep 
Score: -2914695.750000 Penalty: 5054.006836
	Iteration 95Q: 3 clusters Score -2914696 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -2914830.000000 Penalty: 5054.006836
	Iteration 96Q: 3 clusters Score -2914830 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14634 members 
Mstep: Class 2 contains 11989 members 
Entering Unmasked Estep 
Score: -2914965.250000 Penalty: 5054.006836
	Iteration 97Q: 3 clusters Score -2914965 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2915110.000000 Penalty: 5054.006836
	Iteration 98Q: 3 clusters Score -2915110 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 12416 members 
Entering Unmasked Estep 
Score: -2915205.750000 Penalty: 5054.006836
	Iteration 99Q: 3 clusters Score -2915206 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 12585 members 
Entering Unmasked Estep 
Score: -2915310.500000 Penalty: 5054.006836
	Iteration 100F: 3 clusters Score -2915310 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2915416.750000 Penalty: 5054.006836
	Iteration 101Q: 3 clusters Score -2915417 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13729 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -2915466.250000 Penalty: 5054.006836
	Iteration 102Q: 3 clusters Score -2915466 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13618 members 
Mstep: Class 2 contains 13005 members 
Entering Unmasked Estep 
Score: -2915504.500000 Penalty: 5054.006836
	Iteration 103Q: 3 clusters Score -2915504 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2915523.000000 Penalty: 5054.006836
	Iteration 104Q: 3 clusters Score -2915523 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -2915536.000000 Penalty: 5054.006836
	Iteration 105Q: 3 clusters Score -2915536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 13263 members 
Entering Unmasked Estep 
Score: -2915550.250000 Penalty: 5054.006836
	Iteration 106Q: 3 clusters Score -2915550 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13289 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2915561.750000 Penalty: 5054.006836
	Iteration 107Q: 3 clusters Score -2915562 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2915576.750000 Penalty: 5054.006836
	Iteration 108Q: 3 clusters Score -2915577 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2915577.500000 Penalty: 5054.006836
	Iteration 109Q: 3 clusters Score -2915578 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -2915586.750000 Penalty: 5054.006836
	Iteration 110Q: 3 clusters Score -2915587 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 13499 members 
Entering Unmasked Estep 
Score: -2915591.000000 Penalty: 5054.006836
	Iteration 111Q: 3 clusters Score -2915591 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13098 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2915590.000000 Penalty: 5054.006836
	Iteration 112Q: 3 clusters Score -2915590 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 13553 members 
Entering Unmasked Estep 
Score: -2915595.000000 Penalty: 5054.006836
	Iteration 113Q: 3 clusters Score -2915595 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -2915602.500000 Penalty: 5054.006836
	Iteration 114Q: 3 clusters Score -2915602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
Score: -2915599.750000 Penalty: 5054.006836
	Iteration 115Q: 3 clusters Score -2915600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13002 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2915600.500000 Penalty: 5054.006836
	Iteration 116Q: 3 clusters Score -2915600 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -2915598.500000 Penalty: 5054.006836
	Iteration 117Q: 3 clusters Score -2915598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12959 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -2915600.000000 Penalty: 5054.006836
	Iteration 118Q: 3 clusters Score -2915600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -2915602.500000 Penalty: 5054.006836
	Iteration 119Q: 3 clusters Score -2915602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -2915607.250000 Penalty: 5054.006836
	Iteration 120F: 3 clusters Score -2915607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -2915608.250000 Penalty: 5054.006836
	Iteration 121Q: 3 clusters Score -2915608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -2915606.750000 Penalty: 5054.006836
	Iteration 122Q: 3 clusters Score -2915607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 13727 members 
Entering Unmasked Estep 
Score: -2915608.500000 Penalty: 5054.006836
	Iteration 123Q: 3 clusters Score -2915608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -2915611.750000 Penalty: 5054.006836
	Iteration 124Q: 3 clusters Score -2915612 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 13736 members 
Entering Unmasked Estep 
Score: -2915612.750000 Penalty: 5054.006836
	Iteration 125Q: 3 clusters Score -2915613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -2915614.500000 Penalty: 5054.006836
	Iteration 126Q: 3 clusters Score -2915614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -2915616.500000 Penalty: 5054.006836
	Iteration 127Q: 3 clusters Score -2915616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -2915615.250000 Penalty: 5054.006836
	Iteration 128Q: 3 clusters Score -2915615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 13747 members 
Entering Unmasked Estep 
Score: -2915614.000000 Penalty: 5054.006836
	Iteration 129Q: 3 clusters Score -2915614 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12874 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -2915615.250000 Penalty: 5054.006836
	Iteration 130Q: 3 clusters Score -2915615 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12868 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2915613.250000 Penalty: 5054.006836
	Iteration 131Q: 3 clusters Score -2915613 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -2915614.250000 Penalty: 5054.006836
	Iteration 132Q: 3 clusters Score -2915614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2915616.250000 Penalty: 5054.006836
	Iteration 133Q: 3 clusters Score -2915616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2915614.500000 Penalty: 5054.006836
	Iteration 134Q: 3 clusters Score -2915614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2915612.500000 Penalty: 5054.006836
	Iteration 135Q: 3 clusters Score -2915612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 13762 members 
Entering Unmasked Estep 
Score: -2915612.500000 Penalty: 5054.006836
	Iteration 136F: 3 clusters Score -2915612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (13081 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Entering Unmasked Estep 
Score: -1565491.375000 Penalty: 2350.771240
	Iteration 0F: 2 clusters Score -1565491 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -1555842.500000 Penalty: 4701.542480
	Iteration 0F: 3 clusters Score -1555842 nChanged 5549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -1558796.375000 Penalty: 4701.542480
	Iteration 1F: 3 clusters Score -1558796 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1559081.625000 Penalty: 4701.542480
	Iteration 2F: 3 clusters Score -1559082 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 6803 members 
Entering Unmasked Estep 
Score: -1559284.000000 Penalty: 4701.542480
	Iteration 3Q: 3 clusters Score -1559284 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1559445.500000 Penalty: 4701.542480
	Iteration 4Q: 3 clusters Score -1559446 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1559602.000000 Penalty: 4701.542480
	Iteration 5Q: 3 clusters Score -1559602 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -1559769.125000 Penalty: 4701.542480
	Iteration 6Q: 3 clusters Score -1559769 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 7382 members 
Entering Unmasked Estep 
Score: -1559957.625000 Penalty: 4701.542480
	Iteration 7Q: 3 clusters Score -1559958 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1560164.500000 Penalty: 4701.542480
	Iteration 8Q: 3 clusters Score -1560164 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 7748 members 
Entering Unmasked Estep 
Score: -1560389.375000 Penalty: 4701.542480
	Iteration 9Q: 3 clusters Score -1560389 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 7965 members 
Entering Unmasked Estep 
Score: -1560663.125000 Penalty: 4701.542480
	Iteration 10Q: 3 clusters Score -1560663 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -1561044.875000 Penalty: 4701.542480
	Iteration 11Q: 3 clusters Score -1561045 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1561479.000000 Penalty: 4701.542480
	Iteration 12Q: 3 clusters Score -1561479 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -1561967.125000 Penalty: 4701.542480
	Iteration 13Q: 3 clusters Score -1561967 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1562473.750000 Penalty: 4701.542480
	Iteration 14Q: 3 clusters Score -1562474 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 8646 members 
Entering Unmasked Estep 
Score: -1562876.750000 Penalty: 4701.542480
	Iteration 15Q: 3 clusters Score -1562877 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -1563151.125000 Penalty: 4701.542480
	Iteration 16Q: 3 clusters Score -1563151 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 8530 members 
Entering Unmasked Estep 
Score: -1563339.750000 Penalty: 4701.542480
	Iteration 17Q: 3 clusters Score -1563340 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 8428 members 
Entering Unmasked Estep 
Score: -1563464.500000 Penalty: 4701.542480
	Iteration 18Q: 3 clusters Score -1563464 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1563557.250000 Penalty: 4701.542480
	Iteration 19Q: 3 clusters Score -1563557 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1563615.125000 Penalty: 4701.542480
	Iteration 20F: 3 clusters Score -1563615 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -1563664.375000 Penalty: 4701.542480
	Iteration 21Q: 3 clusters Score -1563664 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 8061 members 
Entering Unmasked Estep 
Score: -1563688.000000 Penalty: 4701.542480
	Iteration 22Q: 3 clusters Score -1563688 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -1563714.000000 Penalty: 4701.542480
	Iteration 23Q: 3 clusters Score -1563714 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1563727.250000 Penalty: 4701.542480
	Iteration 24Q: 3 clusters Score -1563727 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -1563735.000000 Penalty: 4701.542480
	Iteration 25Q: 3 clusters Score -1563735 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1563750.750000 Penalty: 4701.542480
	Iteration 26Q: 3 clusters Score -1563751 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1563757.750000 Penalty: 4701.542480
	Iteration 27Q: 3 clusters Score -1563758 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -1563771.000000 Penalty: 4701.542480
	Iteration 28Q: 3 clusters Score -1563771 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -1563779.500000 Penalty: 4701.542480
	Iteration 29Q: 3 clusters Score -1563780 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 7626 members 
Entering Unmasked Estep 
Score: -1563789.875000 Penalty: 4701.542480
	Iteration 30Q: 3 clusters Score -1563790 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 7579 members 
Entering Unmasked Estep 
Score: -1563801.000000 Penalty: 4701.542480
	Iteration 31Q: 3 clusters Score -1563801 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1563808.875000 Penalty: 4701.542480
	Iteration 32Q: 3 clusters Score -1563809 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1563820.125000 Penalty: 4701.542480
	Iteration 33Q: 3 clusters Score -1563820 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 7436 members 
Entering Unmasked Estep 
Score: -1563828.875000 Penalty: 4701.542480
	Iteration 34Q: 3 clusters Score -1563829 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5701 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -1563837.125000 Penalty: 4701.542480
	Iteration 35Q: 3 clusters Score -1563837 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -1563849.500000 Penalty: 4701.542480
	Iteration 36Q: 3 clusters Score -1563850 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -1563859.875000 Penalty: 4701.542480
	Iteration 37Q: 3 clusters Score -1563860 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -1563873.500000 Penalty: 4701.542480
	Iteration 38Q: 3 clusters Score -1563874 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1563874.500000 Penalty: 4701.542480
	Iteration 39Q: 3 clusters Score -1563874 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 7144 members 
Entering Unmasked Estep 
Score: -1563883.500000 Penalty: 4701.542480
	Iteration 40F: 3 clusters Score -1563884 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 7103 members 
Entering Unmasked Estep 
Score: -1563889.375000 Penalty: 4701.542480
	Iteration 41Q: 3 clusters Score -1563889 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1563897.500000 Penalty: 4701.542480
	Iteration 42Q: 3 clusters Score -1563898 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 7043 members 
Entering Unmasked Estep 
Score: -1563901.250000 Penalty: 4701.542480
	Iteration 43Q: 3 clusters Score -1563901 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1563903.500000 Penalty: 4701.542480
	Iteration 44Q: 3 clusters Score -1563904 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6099 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1563914.750000 Penalty: 4701.542480
	Iteration 45Q: 3 clusters Score -1563915 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6130 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1563920.125000 Penalty: 4701.542480
	Iteration 46Q: 3 clusters Score -1563920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1563919.750000 Penalty: 4701.542480
	Iteration 47Q: 3 clusters Score -1563920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1563928.875000 Penalty: 4701.542480
	Iteration 48Q: 3 clusters Score -1563929 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1563927.625000 Penalty: 4701.542480
	Iteration 49Q: 3 clusters Score -1563928 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1563929.375000 Penalty: 4701.542480
	Iteration 50Q: 3 clusters Score -1563929 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1563936.750000 Penalty: 4701.542480
	Iteration 51Q: 3 clusters Score -1563937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1563940.125000 Penalty: 4701.542480
	Iteration 52Q: 3 clusters Score -1563940 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1563946.750000 Penalty: 4701.542480
	Iteration 53Q: 3 clusters Score -1563947 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -1563946.250000 Penalty: 4701.542480
	Iteration 54Q: 3 clusters Score -1563946 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1563954.000000 Penalty: 4701.542480
	Iteration 55Q: 3 clusters Score -1563954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1563955.250000 Penalty: 4701.542480
	Iteration 56Q: 3 clusters Score -1563955 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1563965.375000 Penalty: 4701.542480
	Iteration 57Q: 3 clusters Score -1563965 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -1563967.125000 Penalty: 4701.542480
	Iteration 58Q: 3 clusters Score -1563967 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1563971.625000 Penalty: 4701.542480
	Iteration 59Q: 3 clusters Score -1563972 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1563980.000000 Penalty: 4701.542480
	Iteration 60F: 3 clusters Score -1563980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -1563989.125000 Penalty: 4701.542480
	Iteration 61Q: 3 clusters Score -1563989 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -1563997.625000 Penalty: 4701.542480
	Iteration 62Q: 3 clusters Score -1563998 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -1564001.125000 Penalty: 4701.542480
	Iteration 63Q: 3 clusters Score -1564001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1564004.625000 Penalty: 4701.542480
	Iteration 64Q: 3 clusters Score -1564005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1564013.125000 Penalty: 4701.542480
	Iteration 65Q: 3 clusters Score -1564013 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1564012.500000 Penalty: 4701.542480
	Iteration 66Q: 3 clusters Score -1564012 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1564015.125000 Penalty: 4701.542480
	Iteration 67Q: 3 clusters Score -1564015 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1564019.250000 Penalty: 4701.542480
	Iteration 68Q: 3 clusters Score -1564019 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1564020.875000 Penalty: 4701.542480
	Iteration 69Q: 3 clusters Score -1564021 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -1564021.375000 Penalty: 4701.542480
	Iteration 70Q: 3 clusters Score -1564021 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -1564020.750000 Penalty: 4701.542480
	Iteration 71Q: 3 clusters Score -1564021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 6330 members 
Entering Unmasked Estep 
Score: -1564024.250000 Penalty: 4701.542480
	Iteration 72Q: 3 clusters Score -1564024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1564023.375000 Penalty: 4701.542480
	Iteration 73Q: 3 clusters Score -1564023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -1564021.875000 Penalty: 4701.542480
	Iteration 74Q: 3 clusters Score -1564022 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -1564019.875000 Penalty: 4701.542480
	Iteration 75Q: 3 clusters Score -1564020 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -1564021.000000 Penalty: 4701.542480
	Iteration 76Q: 3 clusters Score -1564021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -1564026.500000 Penalty: 4701.542480
	Iteration 77Q: 3 clusters Score -1564026 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -1564025.000000 Penalty: 4701.542480
	Iteration 78Q: 3 clusters Score -1564025 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1564026.625000 Penalty: 4701.542480
	Iteration 79Q: 3 clusters Score -1564027 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1564021.500000 Penalty: 4701.542480
	Iteration 80F: 3 clusters Score -1564022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Entering Unmasked Estep 
Score: -262634.687500 Penalty: 1941.254639
	Iteration 0F: 2 clusters Score -262634.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -259699.250000 Penalty: 3882.509277
	Iteration 0F: 3 clusters Score -259699.2 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -260296.843750 Penalty: 3882.509277
	Iteration 1F: 3 clusters Score -260296.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -260471.234375 Penalty: 3882.509277
	Iteration 2F: 3 clusters Score -260471.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -260565.312500 Penalty: 3882.509277
	Iteration 3Q: 3 clusters Score -260565.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -260614.968750 Penalty: 3882.509277
	Iteration 4Q: 3 clusters Score -260615 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -260665.265625 Penalty: 3882.509277
	Iteration 5Q: 3 clusters Score -260665.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -260709.484375 Penalty: 3882.509277
	Iteration 6Q: 3 clusters Score -260709.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -260757.703125 Penalty: 3882.509277
	Iteration 7Q: 3 clusters Score -260757.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -260812.406250 Penalty: 3882.509277
	Iteration 8Q: 3 clusters Score -260812.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -260860.234375 Penalty: 3882.509277
	Iteration 9Q: 3 clusters Score -260860.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -260901.203125 Penalty: 3882.509277
	Iteration 10Q: 3 clusters Score -260901.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -260927.328125 Penalty: 3882.509277
	Iteration 11Q: 3 clusters Score -260927.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -260945.546875 Penalty: 3882.509277
	Iteration 12Q: 3 clusters Score -260945.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -260959.468750 Penalty: 3882.509277
	Iteration 13Q: 3 clusters Score -260959.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -260973.125000 Penalty: 3882.509277
	Iteration 14Q: 3 clusters Score -260973.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -260991.562500 Penalty: 3882.509277
	Iteration 15Q: 3 clusters Score -260991.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -261005.687500 Penalty: 3882.509277
	Iteration 16Q: 3 clusters Score -261005.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -261018.781250 Penalty: 3882.509277
	Iteration 17Q: 3 clusters Score -261018.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -261026.812500 Penalty: 3882.509277
	Iteration 18Q: 3 clusters Score -261026.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -261031.531250 Penalty: 3882.509277
	Iteration 19Q: 3 clusters Score -261031.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -261035.109375 Penalty: 3882.509277
	Iteration 20F: 3 clusters Score -261035.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -261037.484375 Penalty: 3882.509277
	Iteration 21Q: 3 clusters Score -261037.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -261039.734375 Penalty: 3882.509277
	Iteration 22Q: 3 clusters Score -261039.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -261042.125000 Penalty: 3882.509277
	Iteration 23Q: 3 clusters Score -261042.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -261044.671875 Penalty: 3882.509277
	Iteration 24Q: 3 clusters Score -261044.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -261045.718750 Penalty: 3882.509277
	Iteration 25Q: 3 clusters Score -261045.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -261046.609375 Penalty: 3882.509277
	Iteration 26Q: 3 clusters Score -261046.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -261047.062500 Penalty: 3882.509277
	Iteration 27Q: 3 clusters Score -261047.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -261048.468750 Penalty: 3882.509277
	Iteration 28Q: 3 clusters Score -261048.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -261048.578125 Penalty: 3882.509277
	Iteration 29Q: 3 clusters Score -261048.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -261048.890625 Penalty: 3882.509277
	Iteration 30Q: 3 clusters Score -261048.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -261049.640625 Penalty: 3882.509277
	Iteration 31Q: 3 clusters Score -261049.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -261049.640625 Penalty: 3882.509277
	Iteration 32F: 3 clusters Score -261049.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12088 members 
Entering Unmasked Estep 
Score: -1084872.375000 Penalty: 2331.192139
	Iteration 0F: 2 clusters Score -1084872 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1075999.125000 Penalty: 4662.384277
	Iteration 0F: 3 clusters Score -1075999 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6443 members 
Entering Unmasked Estep 
Score: -1079033.625000 Penalty: 4662.384277
	Iteration 1F: 3 clusters Score -1079034 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1079901.500000 Penalty: 4662.384277
	Iteration 2F: 3 clusters Score -1079902 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1080793.125000 Penalty: 4662.384277
	Iteration 3F: 3 clusters Score -1080793 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1081699.500000 Penalty: 4662.384277
	Iteration 4F: 3 clusters Score -1081700 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1082332.375000 Penalty: 4662.384277
	Iteration 5F: 3 clusters Score -1082332 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1082758.375000 Penalty: 4662.384277
	Iteration 6F: 3 clusters Score -1082758 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1083040.875000 Penalty: 4662.384277
	Iteration 7Q: 3 clusters Score -1083041 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -1083223.250000 Penalty: 4662.384277
	Iteration 8Q: 3 clusters Score -1083223 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -1083328.750000 Penalty: 4662.384277
	Iteration 9Q: 3 clusters Score -1083329 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1083439.375000 Penalty: 4662.384277
	Iteration 10Q: 3 clusters Score -1083439 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -1083517.375000 Penalty: 4662.384277
	Iteration 11Q: 3 clusters Score -1083517 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5983 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1083567.000000 Penalty: 4662.384277
	Iteration 12Q: 3 clusters Score -1083567 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1083600.875000 Penalty: 4662.384277
	Iteration 13Q: 3 clusters Score -1083601 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1083629.500000 Penalty: 4662.384277
	Iteration 14Q: 3 clusters Score -1083630 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1083647.750000 Penalty: 4662.384277
	Iteration 15Q: 3 clusters Score -1083648 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6325 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -1083665.125000 Penalty: 4662.384277
	Iteration 16Q: 3 clusters Score -1083665 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1083675.000000 Penalty: 4662.384277
	Iteration 17Q: 3 clusters Score -1083675 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1083681.750000 Penalty: 4662.384277
	Iteration 18Q: 3 clusters Score -1083682 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1083692.250000 Penalty: 4662.384277
	Iteration 19Q: 3 clusters Score -1083692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -1083697.625000 Penalty: 4662.384277
	Iteration 20F: 3 clusters Score -1083698 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 5532 members 
Entering Unmasked Estep 
Score: -1083706.750000 Penalty: 4662.384277
	Iteration 21Q: 3 clusters Score -1083707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1083709.750000 Penalty: 4662.384277
	Iteration 22Q: 3 clusters Score -1083710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -1083715.125000 Penalty: 4662.384277
	Iteration 23Q: 3 clusters Score -1083715 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1083718.500000 Penalty: 4662.384277
	Iteration 24Q: 3 clusters Score -1083718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1083721.875000 Penalty: 4662.384277
	Iteration 25Q: 3 clusters Score -1083722 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -1083725.500000 Penalty: 4662.384277
	Iteration 26Q: 3 clusters Score -1083726 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1083732.625000 Penalty: 4662.384277
	Iteration 27Q: 3 clusters Score -1083733 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1083737.750000 Penalty: 4662.384277
	Iteration 28Q: 3 clusters Score -1083738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1083743.250000 Penalty: 4662.384277
	Iteration 29Q: 3 clusters Score -1083743 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1083746.875000 Penalty: 4662.384277
	Iteration 30Q: 3 clusters Score -1083747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1083750.625000 Penalty: 4662.384277
	Iteration 31Q: 3 clusters Score -1083751 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1083755.375000 Penalty: 4662.384277
	Iteration 32Q: 3 clusters Score -1083755 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -1083761.125000 Penalty: 4662.384277
	Iteration 33Q: 3 clusters Score -1083761 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1083759.375000 Penalty: 4662.384277
	Iteration 34Q: 3 clusters Score -1083759 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 5175 members 
Entering Unmasked Estep 
Score: -1083760.750000 Penalty: 4662.384277
	Iteration 35Q: 3 clusters Score -1083761 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1083765.375000 Penalty: 4662.384277
	Iteration 36Q: 3 clusters Score -1083765 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1083767.500000 Penalty: 4662.384277
	Iteration 37Q: 3 clusters Score -1083768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -1083768.625000 Penalty: 4662.384277
	Iteration 38Q: 3 clusters Score -1083769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1083771.000000 Penalty: 4662.384277
	Iteration 39Q: 3 clusters Score -1083771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 5115 members 
Entering Unmasked Estep 
Score: -1083771.625000 Penalty: 4662.384277
	Iteration 40F: 3 clusters Score -1083772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1083772.125000 Penalty: 4662.384277
	Iteration 41Q: 3 clusters Score -1083772 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7006 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1083777.375000 Penalty: 4662.384277
	Iteration 42Q: 3 clusters Score -1083777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1083781.875000 Penalty: 4662.384277
	Iteration 43Q: 3 clusters Score -1083782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1083785.375000 Penalty: 4662.384277
	Iteration 44Q: 3 clusters Score -1083785 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 5022 members 
Entering Unmasked Estep 
Score: -1083788.750000 Penalty: 4662.384277
	Iteration 45Q: 3 clusters Score -1083789 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1083791.375000 Penalty: 4662.384277
	Iteration 46Q: 3 clusters Score -1083791 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -1083796.625000 Penalty: 4662.384277
	Iteration 47Q: 3 clusters Score -1083797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1083798.500000 Penalty: 4662.384277
	Iteration 48Q: 3 clusters Score -1083798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1083796.500000 Penalty: 4662.384277
	Iteration 49Q: 3 clusters Score -1083796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -1083801.375000 Penalty: 4662.384277
	Iteration 50Q: 3 clusters Score -1083801 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7167 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -1083803.875000 Penalty: 4662.384277
	Iteration 51Q: 3 clusters Score -1083804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1083807.375000 Penalty: 4662.384277
	Iteration 52Q: 3 clusters Score -1083807 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1083808.000000 Penalty: 4662.384277
	Iteration 53Q: 3 clusters Score -1083808 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1083808.750000 Penalty: 4662.384277
	Iteration 54Q: 3 clusters Score -1083809 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1083816.000000 Penalty: 4662.384277
	Iteration 55Q: 3 clusters Score -1083816 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1083817.000000 Penalty: 4662.384277
	Iteration 56Q: 3 clusters Score -1083817 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7255 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1083820.750000 Penalty: 4662.384277
	Iteration 57Q: 3 clusters Score -1083821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -1083821.625000 Penalty: 4662.384277
	Iteration 58Q: 3 clusters Score -1083822 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1083823.625000 Penalty: 4662.384277
	Iteration 59Q: 3 clusters Score -1083824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1083823.375000 Penalty: 4662.384277
	Iteration 60F: 3 clusters Score -1083823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1083829.750000 Penalty: 4662.384277
	Iteration 61Q: 3 clusters Score -1083830 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7329 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1083835.375000 Penalty: 4662.384277
	Iteration 62Q: 3 clusters Score -1083835 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1083837.625000 Penalty: 4662.384277
	Iteration 63Q: 3 clusters Score -1083838 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -1083840.250000 Penalty: 4662.384277
	Iteration 64Q: 3 clusters Score -1083840 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1083839.625000 Penalty: 4662.384277
	Iteration 65Q: 3 clusters Score -1083840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1083842.875000 Penalty: 4662.384277
	Iteration 66Q: 3 clusters Score -1083843 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -1083845.000000 Penalty: 4662.384277
	Iteration 67Q: 3 clusters Score -1083845 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7413 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -1083849.000000 Penalty: 4662.384277
	Iteration 68Q: 3 clusters Score -1083849 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1083850.750000 Penalty: 4662.384277
	Iteration 69Q: 3 clusters Score -1083851 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -1083850.750000 Penalty: 4662.384277
	Iteration 70Q: 3 clusters Score -1083851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7438 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -1083851.500000 Penalty: 4662.384277
	Iteration 71Q: 3 clusters Score -1083852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -1083851.875000 Penalty: 4662.384277
	Iteration 72Q: 3 clusters Score -1083852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 4639 members 
Entering Unmasked Estep 
Score: -1083856.625000 Penalty: 4662.384277
	Iteration 73Q: 3 clusters Score -1083857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -1083855.125000 Penalty: 4662.384277
	Iteration 74Q: 3 clusters Score -1083855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -1083858.000000 Penalty: 4662.384277
	Iteration 75Q: 3 clusters Score -1083858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1083859.875000 Penalty: 4662.384277
	Iteration 76Q: 3 clusters Score -1083860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1083860.125000 Penalty: 4662.384277
	Iteration 77Q: 3 clusters Score -1083860 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7494 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -1083863.250000 Penalty: 4662.384277
	Iteration 78Q: 3 clusters Score -1083863 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1083866.375000 Penalty: 4662.384277
	Iteration 79Q: 3 clusters Score -1083866 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 4550 members 
Entering Unmasked Estep 
Score: -1083872.375000 Penalty: 4662.384277
	Iteration 80F: 3 clusters Score -1083872 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1083875.750000 Penalty: 4662.384277
	Iteration 81Q: 3 clusters Score -1083876 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1083877.875000 Penalty: 4662.384277
	Iteration 82Q: 3 clusters Score -1083878 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7611 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1083883.750000 Penalty: 4662.384277
	Iteration 83Q: 3 clusters Score -1083884 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1083889.250000 Penalty: 4662.384277
	Iteration 84Q: 3 clusters Score -1083889 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 4424 members 
Entering Unmasked Estep 
Score: -1083894.750000 Penalty: 4662.384277
	Iteration 85Q: 3 clusters Score -1083895 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -1083897.500000 Penalty: 4662.384277
	Iteration 86Q: 3 clusters Score -1083898 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1083902.500000 Penalty: 4662.384277
	Iteration 87Q: 3 clusters Score -1083902 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1083910.125000 Penalty: 4662.384277
	Iteration 88Q: 3 clusters Score -1083910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7774 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -1083914.000000 Penalty: 4662.384277
	Iteration 89Q: 3 clusters Score -1083914 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1083921.000000 Penalty: 4662.384277
	Iteration 90Q: 3 clusters Score -1083921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1083925.000000 Penalty: 4662.384277
	Iteration 91Q: 3 clusters Score -1083925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1083927.250000 Penalty: 4662.384277
	Iteration 92Q: 3 clusters Score -1083927 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -1083934.625000 Penalty: 4662.384277
	Iteration 93Q: 3 clusters Score -1083935 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -1083939.500000 Penalty: 4662.384277
	Iteration 94Q: 3 clusters Score -1083940 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1083941.500000 Penalty: 4662.384277
	Iteration 95Q: 3 clusters Score -1083942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1083947.500000 Penalty: 4662.384277
	Iteration 96Q: 3 clusters Score -1083948 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1083947.250000 Penalty: 4662.384277
	Iteration 97Q: 3 clusters Score -1083947 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1083953.625000 Penalty: 4662.384277
	Iteration 98Q: 3 clusters Score -1083954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1083958.125000 Penalty: 4662.384277
	Iteration 99Q: 3 clusters Score -1083958 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1083959.750000 Penalty: 4662.384277
	Iteration 100F: 3 clusters Score -1083960 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -1083961.500000 Penalty: 4662.384277
	Iteration 101Q: 3 clusters Score -1083962 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1083968.000000 Penalty: 4662.384277
	Iteration 102Q: 3 clusters Score -1083968 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1083971.875000 Penalty: 4662.384277
	Iteration 103Q: 3 clusters Score -1083972 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8103 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1083974.625000 Penalty: 4662.384277
	Iteration 104Q: 3 clusters Score -1083975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1083981.875000 Penalty: 4662.384277
	Iteration 105Q: 3 clusters Score -1083982 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -1083984.375000 Penalty: 4662.384277
	Iteration 106Q: 3 clusters Score -1083984 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8147 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1083985.125000 Penalty: 4662.384277
	Iteration 107Q: 3 clusters Score -1083985 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1083988.375000 Penalty: 4662.384277
	Iteration 108Q: 3 clusters Score -1083988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -1083987.875000 Penalty: 4662.384277
	Iteration 109Q: 3 clusters Score -1083988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1083988.625000 Penalty: 4662.384277
	Iteration 110Q: 3 clusters Score -1083989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1083989.750000 Penalty: 4662.384277
	Iteration 111Q: 3 clusters Score -1083990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1083989.875000 Penalty: 4662.384277
	Iteration 112Q: 3 clusters Score -1083990 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -1083991.375000 Penalty: 4662.384277
	Iteration 113Q: 3 clusters Score -1083991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8201 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -1083993.625000 Penalty: 4662.384277
	Iteration 114Q: 3 clusters Score -1083994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -1083993.625000 Penalty: 4662.384277
	Iteration 115Q: 3 clusters Score -1083994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1083993.000000 Penalty: 4662.384277
	Iteration 116Q: 3 clusters Score -1083993 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1083993.500000 Penalty: 4662.384277
	Iteration 117Q: 3 clusters Score -1083994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1083991.000000 Penalty: 4662.384277
	Iteration 118Q: 3 clusters Score -1083991 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1083994.375000 Penalty: 4662.384277
	Iteration 119Q: 3 clusters Score -1083994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1083993.125000 Penalty: 4662.384277
	Iteration 120F: 3 clusters Score -1083993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1083995.125000 Penalty: 4662.384277
	Iteration 121Q: 3 clusters Score -1083995 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -1083999.250000 Penalty: 4662.384277
	Iteration 122Q: 3 clusters Score -1083999 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -1084003.500000 Penalty: 4662.384277
	Iteration 123Q: 3 clusters Score -1084004 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1084005.000000 Penalty: 4662.384277
	Iteration 124Q: 3 clusters Score -1084005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1084005.500000 Penalty: 4662.384277
	Iteration 125Q: 3 clusters Score -1084006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1084005.250000 Penalty: 4662.384277
	Iteration 126Q: 3 clusters Score -1084005 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1084005.250000 Penalty: 4662.384277
	Iteration 127F: 3 clusters Score -1084005 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10331 members 
Entering Unmasked Estep 
Score: -1152837.250000 Penalty: 2292.240234
	Iteration 0F: 2 clusters Score -1152837 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1145031.500000 Penalty: 4584.480469
	Iteration 0F: 3 clusters Score -1145032 nChanged 4295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -1147309.625000 Penalty: 4584.480469
	Iteration 1F: 3 clusters Score -1147310 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 4896 members 
Entering Unmasked Estep 
Score: -1147731.000000 Penalty: 4584.480469
	Iteration 2F: 3 clusters Score -1147731 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1148134.375000 Penalty: 4584.480469
	Iteration 3F: 3 clusters Score -1148134 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 4473 members 
Entering Unmasked Estep 
Score: -1148525.500000 Penalty: 4584.480469
	Iteration 4F: 3 clusters Score -1148526 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -1148871.250000 Penalty: 4584.480469
	Iteration 5F: 3 clusters Score -1148871 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1149198.250000 Penalty: 4584.480469
	Iteration 6F: 3 clusters Score -1149198 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1149478.750000 Penalty: 4584.480469
	Iteration 7Q: 3 clusters Score -1149479 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1149681.750000 Penalty: 4584.480469
	Iteration 8Q: 3 clusters Score -1149682 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7249 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -1149871.250000 Penalty: 4584.480469
	Iteration 9Q: 3 clusters Score -1149871 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -1150023.250000 Penalty: 4584.480469
	Iteration 10Q: 3 clusters Score -1150023 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7613 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -1150118.375000 Penalty: 4584.480469
	Iteration 11Q: 3 clusters Score -1150118 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -1150202.250000 Penalty: 4584.480469
	Iteration 12Q: 3 clusters Score -1150202 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -1150273.000000 Penalty: 4584.480469
	Iteration 13Q: 3 clusters Score -1150273 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -1150337.125000 Penalty: 4584.480469
	Iteration 14Q: 3 clusters Score -1150337 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1150398.000000 Penalty: 4584.480469
	Iteration 15Q: 3 clusters Score -1150398 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8073 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1150461.375000 Penalty: 4584.480469
	Iteration 16Q: 3 clusters Score -1150461 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1150516.750000 Penalty: 4584.480469
	Iteration 17Q: 3 clusters Score -1150517 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -1150581.500000 Penalty: 4584.480469
	Iteration 18Q: 3 clusters Score -1150582 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1150654.250000 Penalty: 4584.480469
	Iteration 19Q: 3 clusters Score -1150654 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1150743.625000 Penalty: 4584.480469
	Iteration 20F: 3 clusters Score -1150744 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1150830.625000 Penalty: 4584.480469
	Iteration 21Q: 3 clusters Score -1150831 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8407 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1150920.875000 Penalty: 4584.480469
	Iteration 22Q: 3 clusters Score -1150921 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1150994.250000 Penalty: 4584.480469
	Iteration 23Q: 3 clusters Score -1150994 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1151062.000000 Penalty: 4584.480469
	Iteration 24Q: 3 clusters Score -1151062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1151116.125000 Penalty: 4584.480469
	Iteration 25Q: 3 clusters Score -1151116 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1151150.750000 Penalty: 4584.480469
	Iteration 26Q: 3 clusters Score -1151151 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1151175.125000 Penalty: 4584.480469
	Iteration 27Q: 3 clusters Score -1151175 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1151192.000000 Penalty: 4584.480469
	Iteration 28Q: 3 clusters Score -1151192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1151203.000000 Penalty: 4584.480469
	Iteration 29Q: 3 clusters Score -1151203 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1151208.625000 Penalty: 4584.480469
	Iteration 30Q: 3 clusters Score -1151209 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1151216.625000 Penalty: 4584.480469
	Iteration 31Q: 3 clusters Score -1151217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1151222.375000 Penalty: 4584.480469
	Iteration 32Q: 3 clusters Score -1151222 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1151224.875000 Penalty: 4584.480469
	Iteration 33Q: 3 clusters Score -1151225 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1151227.875000 Penalty: 4584.480469
	Iteration 34Q: 3 clusters Score -1151228 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -1151233.250000 Penalty: 4584.480469
	Iteration 35Q: 3 clusters Score -1151233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1151231.750000 Penalty: 4584.480469
	Iteration 36Q: 3 clusters Score -1151232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1151233.375000 Penalty: 4584.480469
	Iteration 37Q: 3 clusters Score -1151233 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1151234.125000 Penalty: 4584.480469
	Iteration 38Q: 3 clusters Score -1151234 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -1151234.125000 Penalty: 4584.480469
	Iteration 39F: 3 clusters Score -1151234 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (215977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215977 members 
Entering Unmasked Estep 
Score: -25416828.000000 Penalty: 3046.166016
	Iteration 0F: 2 clusters Score -2.541683e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108405 members 
Mstep: Class 2 contains 107572 members 
Entering Unmasked Estep 
Score: -25278070.000000 Penalty: 6092.332031
	Iteration 0F: 3 clusters Score -2.527807e+07 nChanged 103692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114483 members 
Mstep: Class 2 contains 101494 members 
Entering Unmasked Estep 
Score: -25339232.000000 Penalty: 6092.332031
	Iteration 1F: 3 clusters Score -2.533923e+07 nChanged 6554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118011 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -25341074.000000 Penalty: 6092.332031
	Iteration 2Q: 3 clusters Score -2.534107e+07 nChanged 7660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123285 members 
Mstep: Class 2 contains 92692 members 
Entering Unmasked Estep 
Score: -25344186.000000 Penalty: 6092.332031
	Iteration 3Q: 3 clusters Score -2.534419e+07 nChanged 9646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131079 members 
Mstep: Class 2 contains 84898 members 
Entering Unmasked Estep 
Score: -25348890.000000 Penalty: 6092.332031
	Iteration 4Q: 3 clusters Score -2.534889e+07 nChanged 12252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141901 members 
Mstep: Class 2 contains 74076 members 
Entering Unmasked Estep 
Score: -25357146.000000 Penalty: 6092.332031
	Iteration 5F: 3 clusters Score -2.535715e+07 nChanged 14702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155525 members 
Mstep: Class 2 contains 60452 members 
Entering Unmasked Estep 
Score: -25368572.000000 Penalty: 6092.332031
	Iteration 6F: 3 clusters Score -2.536857e+07 nChanged 15827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170564 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -25381766.000000 Penalty: 6092.332031
	Iteration 7F: 3 clusters Score -2.538177e+07 nChanged 14428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184372 members 
Mstep: Class 2 contains 31605 members 
Entering Unmasked Estep 
Score: -25392762.000000 Penalty: 6092.332031
	Iteration 8F: 3 clusters Score -2.539276e+07 nChanged 10690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194666 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -25400640.000000 Penalty: 6092.332031
	Iteration 9Q: 3 clusters Score -2.540064e+07 nChanged 6960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201350 members 
Mstep: Class 2 contains 14627 members 
Entering Unmasked Estep 
Score: -25405586.000000 Penalty: 6092.332031
	Iteration 10Q: 3 clusters Score -2.540559e+07 nChanged 4528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205730 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -25408740.000000 Penalty: 6092.332031
	Iteration 11Q: 3 clusters Score -2.540874e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208547 members 
Mstep: Class 2 contains 7430 members 
Entering Unmasked Estep 
Score: -25410636.000000 Penalty: 6092.332031
	Iteration 12Q: 3 clusters Score -2.541064e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210331 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -25411940.000000 Penalty: 6092.332031
	Iteration 13Q: 3 clusters Score -2.541194e+07 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211486 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -25412884.000000 Penalty: 6092.332031
	Iteration 14Q: 3 clusters Score -2.541288e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212162 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -25413406.000000 Penalty: 6092.332031
	Iteration 15Q: 3 clusters Score -2.541341e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212606 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -25413756.000000 Penalty: 6092.332031
	Iteration 16Q: 3 clusters Score -2.541376e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212874 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -25413940.000000 Penalty: 6092.332031
	Iteration 17Q: 3 clusters Score -2.541394e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213058 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -25414062.000000 Penalty: 6092.332031
	Iteration 18Q: 3 clusters Score -2.541406e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213201 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -25414116.000000 Penalty: 6092.332031
	Iteration 19Q: 3 clusters Score -2.541412e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213297 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -25414160.000000 Penalty: 6092.332031
	Iteration 20F: 3 clusters Score -2.541416e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213367 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -25414216.000000 Penalty: 6092.332031
	Iteration 21Q: 3 clusters Score -2.541422e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213427 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -25414244.000000 Penalty: 6092.332031
	Iteration 22Q: 3 clusters Score -2.541424e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213480 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -25414282.000000 Penalty: 6092.332031
	Iteration 23Q: 3 clusters Score -2.541428e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213541 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -25414342.000000 Penalty: 6092.332031
	Iteration 24Q: 3 clusters Score -2.541434e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213590 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -25414370.000000 Penalty: 6092.332031
	Iteration 25Q: 3 clusters Score -2.541437e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213635 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -25414430.000000 Penalty: 6092.332031
	Iteration 26Q: 3 clusters Score -2.541443e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213683 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -25414498.000000 Penalty: 6092.332031
	Iteration 27Q: 3 clusters Score -2.54145e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213725 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -25414524.000000 Penalty: 6092.332031
	Iteration 28Q: 3 clusters Score -2.541452e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213743 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -25414568.000000 Penalty: 6092.332031
	Iteration 29Q: 3 clusters Score -2.541457e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213757 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -25414586.000000 Penalty: 6092.332031
	Iteration 30Q: 3 clusters Score -2.541459e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213771 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -25414600.000000 Penalty: 6092.332031
	Iteration 31Q: 3 clusters Score -2.54146e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213784 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -25414598.000000 Penalty: 6092.332031
	Iteration 32Q: 3 clusters Score -2.54146e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213793 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -25414590.000000 Penalty: 6092.332031
	Iteration 33Q: 3 clusters Score -2.541459e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213799 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -25414596.000000 Penalty: 6092.332031
	Iteration 34Q: 3 clusters Score -2.54146e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213803 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -25414616.000000 Penalty: 6092.332031
	Iteration 35Q: 3 clusters Score -2.541462e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213802 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -25414606.000000 Penalty: 6092.332031
	Iteration 36Q: 3 clusters Score -2.541461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213805 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -25414596.000000 Penalty: 6092.332031
	Iteration 37Q: 3 clusters Score -2.54146e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213807 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -25414604.000000 Penalty: 6092.332031
	Iteration 38Q: 3 clusters Score -2.54146e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213808 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -25414608.000000 Penalty: 6092.332031
	Iteration 39Q: 3 clusters Score -2.541461e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213812 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -25414622.000000 Penalty: 6092.332031
	Iteration 40F: 3 clusters Score -2.541462e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213814 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -25414610.000000 Penalty: 6092.332031
	Iteration 41Q: 3 clusters Score -2.541461e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213817 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -25414614.000000 Penalty: 6092.332031
	Iteration 42Q: 3 clusters Score -2.541461e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213821 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -25414618.000000 Penalty: 6092.332031
	Iteration 43Q: 3 clusters Score -2.541462e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213822 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -25414608.000000 Penalty: 6092.332031
	Iteration 44Q: 3 clusters Score -2.541461e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213822 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -25414608.000000 Penalty: 6092.332031
	Iteration 45F: 3 clusters Score -2.541461e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -197710.093750 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -197710.1 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 1327 members 
Entering Unmasked Estep 
Score: -194730.421875 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -194730.4 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -195373.359375 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -195373.4 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -195524.062500 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -195524.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -195635.250000 Penalty: 3889.965088
	Iteration 3Q: 3 clusters Score -195635.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -195736.890625 Penalty: 3889.965088
	Iteration 4Q: 3 clusters Score -195736.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -195819.078125 Penalty: 3889.965088
	Iteration 5Q: 3 clusters Score -195819.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -195914.968750 Penalty: 3889.965088
	Iteration 6Q: 3 clusters Score -195915 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -196012.921875 Penalty: 3889.965088
	Iteration 7Q: 3 clusters Score -196012.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -196151.281250 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -196151.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -196385.921875 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -196385.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -196751.984375 Penalty: 3889.965088
	Iteration 10F: 3 clusters Score -196752 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -197218.687500 Penalty: 3889.965088
	Iteration 11F: 3 clusters Score -197218.7 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -197685.593750 Penalty: 3889.965088
	Iteration 12F: 3 clusters Score -197685.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -197903.156250 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -197903.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -197985.093750 Penalty: 3889.965088
	Iteration 14Q: 3 clusters Score -197985.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -198007.734375 Penalty: 3889.965088
	Iteration 15Q: 3 clusters Score -198007.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -198013.453125 Penalty: 3889.965088
	Iteration 16Q: 3 clusters Score -198013.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -198017.187500 Penalty: 3889.965088
	Iteration 17Q: 3 clusters Score -198017.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -198019.484375 Penalty: 3889.965088
	Iteration 18Q: 3 clusters Score -198019.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -198021.015625 Penalty: 3889.965088
	Iteration 19Q: 3 clusters Score -198021 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -198022.421875 Penalty: 3889.965088
	Iteration 20F: 3 clusters Score -198022.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -198022.296875 Penalty: 3889.965088
	Iteration 21Q: 3 clusters Score -198022.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -198022.296875 Penalty: 3889.965088
	Iteration 22F: 3 clusters Score -198022.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176018 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 256195 members 
Mstep: Class 9 contains 92710 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 19744 members 
Mstep: Class 13 contains 156279 members 
Mstep: Class 14 contains 15641 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 147755 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 179985 members 
Mstep: Class 19 contains 26623 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 215977 members 
Mstep: Class 25 contains 1070 members 
Mstep: Class 26 contains 9644 members 
Mstep: Class 27 contains 1477 members 
Entering Unmasked Estep 
Score: -161453888.000000 Penalty: 94850.351562
Splitting cluster 25 changes total score from -161454032.000000 to -161453888.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176018 members 
Mstep: Class 7 contains 3523 members 
Mstep: Class 8 contains 256195 members 
Mstep: Class 9 contains 92710 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9290 members 
Mstep: Class 12 contains 19744 members 
Mstep: Class 13 contains 156279 members 
Mstep: Class 14 contains 15641 members 
Mstep: Class 15 contains 19676 members 
Mstep: Class 16 contains 147755 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 179985 members 
Mstep: Class 19 contains 26623 members 
Mstep: Class 20 contains 13081 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 215977 members 
Mstep: Class 25 contains 2547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455136.000000 Penalty: 91337.375000
Iteration 319Q: 27 clusters Score -1.614551e+08 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176138 members 
Mstep: Class 7 contains 3530 members 
Mstep: Class 8 contains 256253 members 
Mstep: Class 9 contains 93744 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 9292 members 
Mstep: Class 12 contains 19742 members 
Mstep: Class 13 contains 156144 members 
Mstep: Class 14 contains 15639 members 
Mstep: Class 15 contains 19673 members 
Mstep: Class 16 contains 147436 members 
Mstep: Class 17 contains 2112 members 
Mstep: Class 18 contains 179736 members 
Mstep: Class 19 contains 26604 members 
Mstep: Class 20 contains 13079 members 
Mstep: Class 21 contains 2528 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10330 members 
Mstep: Class 24 contains 215683 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 9432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455744.000000 Penalty: 91337.375000
Iteration 320F: 27 clusters Score -1.614557e+08 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176264 members 
Mstep: Class 7 contains 3525 members 
Mstep: Class 8 contains 256333 members 
Mstep: Class 9 contains 93306 members 
Mstep: Class 10 contains 11305 members 
Mstep: Class 11 contains 9324 members 
Mstep: Class 12 contains 19739 members 
Mstep: Class 13 contains 156120 members 
Mstep: Class 14 contains 15638 members 
Mstep: Class 15 contains 19679 members 
Mstep: Class 16 contains 147126 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 179559 members 
Mstep: Class 19 contains 26592 members 
Mstep: Class 20 contains 13073 members 
Mstep: Class 21 contains 2514 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10331 members 
Mstep: Class 24 contains 215478 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 10382 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456128.000000 Penalty: 91337.375000
Iteration 321Q: 27 clusters Score -1.614561e+08 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176442 members 
Mstep: Class 7 contains 3522 members 
Mstep: Class 8 contains 256629 members 
Mstep: Class 9 contains 92833 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 9342 members 
Mstep: Class 12 contains 19735 members 
Mstep: Class 13 contains 156183 members 
Mstep: Class 14 contains 15637 members 
Mstep: Class 15 contains 19686 members 
Mstep: Class 16 contains 146752 members 
Mstep: Class 17 contains 2111 members 
Mstep: Class 18 contains 179408 members 
Mstep: Class 19 contains 26594 members 
Mstep: Class 20 contains 13068 members 
Mstep: Class 21 contains 2509 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10332 members 
Mstep: Class 24 contains 215300 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 11008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456480.000000 Penalty: 91337.375000
Iteration 322Q: 27 clusters Score -1.614565e+08 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176574 members 
Mstep: Class 7 contains 3520 members 
Mstep: Class 8 contains 256966 members 
Mstep: Class 9 contains 92304 members 
Mstep: Class 10 contains 11314 members 
Mstep: Class 11 contains 9353 members 
Mstep: Class 12 contains 19739 members 
Mstep: Class 13 contains 156304 members 
Mstep: Class 14 contains 15636 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 146425 members 
Mstep: Class 17 contains 2110 members 
Mstep: Class 18 contains 179247 members 
Mstep: Class 19 contains 26589 members 
Mstep: Class 20 contains 13061 members 
Mstep: Class 21 contains 2506 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10335 members 
Mstep: Class 24 contains 215151 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 11576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456560.000000 Penalty: 91337.375000
Iteration 323Q: 27 clusters Score -1.614566e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24365 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176670 members 
Mstep: Class 7 contains 3520 members 
Mstep: Class 8 contains 257293 members 
Mstep: Class 9 contains 91812 members 
Mstep: Class 10 contains 11315 members 
Mstep: Class 11 contains 9356 members 
Mstep: Class 12 contains 19746 members 
Mstep: Class 13 contains 156383 members 
Mstep: Class 14 contains 15634 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 16 contains 146130 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 179149 members 
Mstep: Class 19 contains 26589 members 
Mstep: Class 20 contains 13052 members 
Mstep: Class 21 contains 2500 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10333 members 
Mstep: Class 24 contains 215048 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 12069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456800.000000 Penalty: 91337.375000
Iteration 324Q: 27 clusters Score -1.614568e+08 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176740 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 257617 members 
Mstep: Class 9 contains 91364 members 
Mstep: Class 10 contains 11317 members 
Mstep: Class 11 contains 9350 members 
Mstep: Class 12 contains 19754 members 
Mstep: Class 13 contains 156445 members 
Mstep: Class 14 contains 15633 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 145819 members 
Mstep: Class 17 contains 2109 members 
Mstep: Class 18 contains 179103 members 
Mstep: Class 19 contains 26581 members 
Mstep: Class 20 contains 13045 members 
Mstep: Class 21 contains 2496 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10334 members 
Mstep: Class 24 contains 214960 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 12520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161457008.000000 Penalty: 91337.375000
Iteration 325Q: 27 clusters Score -1.61457e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176770 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 257873 members 
Mstep: Class 9 contains 90916 members 
Mstep: Class 10 contains 11316 members 
Mstep: Class 11 contains 9350 members 
Mstep: Class 12 contains 19756 members 
Mstep: Class 13 contains 156496 members 
Mstep: Class 14 contains 15634 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 16 contains 145553 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 179090 members 
Mstep: Class 19 contains 26581 members 
Mstep: Class 20 contains 13043 members 
Mstep: Class 21 contains 2496 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10333 members 
Mstep: Class 24 contains 214908 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 12964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161457344.000000 Penalty: 91337.375000
Iteration 326Q: 27 clusters Score -1.614573e+08 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176739 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 258194 members 
Mstep: Class 9 contains 90460 members 
Mstep: Class 10 contains 11313 members 
Mstep: Class 11 contains 9350 members 
Mstep: Class 12 contains 19757 members 
Mstep: Class 13 contains 156518 members 
Mstep: Class 14 contains 15634 members 
Mstep: Class 15 contains 19690 members 
Mstep: Class 16 contains 145323 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 179097 members 
Mstep: Class 19 contains 26579 members 
Mstep: Class 20 contains 13040 members 
Mstep: Class 21 contains 2494 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10333 members 
Mstep: Class 24 contains 214856 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 13393 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161457504.000000 Penalty: 91337.375000
Iteration 327Q: 27 clusters Score -1.614575e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176708 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 258496 members 
Mstep: Class 9 contains 89990 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 9337 members 
Mstep: Class 12 contains 19760 members 
Mstep: Class 13 contains 156559 members 
Mstep: Class 14 contains 15633 members 
Mstep: Class 15 contains 19691 members 
Mstep: Class 16 contains 145109 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 179075 members 
Mstep: Class 19 contains 26583 members 
Mstep: Class 20 contains 13038 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10332 members 
Mstep: Class 24 contains 214842 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 13816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161457808.000000 Penalty: 91337.375000
Iteration 328Q: 27 clusters Score -1.614578e+08 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176707 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 258786 members 
Mstep: Class 9 contains 89519 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 11 contains 9332 members 
Mstep: Class 12 contains 19761 members 
Mstep: Class 13 contains 156637 members 
Mstep: Class 14 contains 15635 members 
Mstep: Class 15 contains 19688 members 
Mstep: Class 16 contains 144874 members 
Mstep: Class 17 contains 2108 members 
Mstep: Class 18 contains 179042 members 
Mstep: Class 19 contains 26585 members 
Mstep: Class 20 contains 13035 members 
Mstep: Class 21 contains 2492 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10333 members 
Mstep: Class 24 contains 214825 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 14209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161457792.000000 Penalty: 91337.375000
Iteration 329Q: 27 clusters Score -1.614578e+08 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176681 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 259097 members 
Mstep: Class 9 contains 89118 members 
Mstep: Class 10 contains 11311 members 
Mstep: Class 11 contains 9316 members 
Mstep: Class 12 contains 19764 members 
Mstep: Class 13 contains 156687 members 
Mstep: Class 14 contains 15635 members 
Mstep: Class 15 contains 19689 members 
Mstep: Class 16 contains 144640 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 178988 members 
Mstep: Class 19 contains 26580 members 
Mstep: Class 20 contains 13028 members 
Mstep: Class 21 contains 2485 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10333 members 
Mstep: Class 24 contains 214844 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 14577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458032.000000 Penalty: 91337.375000
Iteration 330Q: 27 clusters Score -1.61458e+08 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176650 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 259388 members 
Mstep: Class 9 contains 88761 members 
Mstep: Class 10 contains 11310 members 
Mstep: Class 11 contains 9300 members 
Mstep: Class 12 contains 19763 members 
Mstep: Class 13 contains 156717 members 
Mstep: Class 14 contains 15634 members 
Mstep: Class 15 contains 19692 members 
Mstep: Class 16 contains 144433 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 178926 members 
Mstep: Class 19 contains 26581 members 
Mstep: Class 20 contains 13018 members 
Mstep: Class 21 contains 2484 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10337 members 
Mstep: Class 24 contains 214858 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 14920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458224.000000 Penalty: 91337.375000
Iteration 331Q: 27 clusters Score -1.614582e+08 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176608 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 259667 members 
Mstep: Class 9 contains 88417 members 
Mstep: Class 10 contains 11308 members 
Mstep: Class 11 contains 9280 members 
Mstep: Class 12 contains 19761 members 
Mstep: Class 13 contains 156749 members 
Mstep: Class 14 contains 15633 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 144236 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 178901 members 
Mstep: Class 19 contains 26581 members 
Mstep: Class 20 contains 13013 members 
Mstep: Class 21 contains 2480 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10339 members 
Mstep: Class 24 contains 214861 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 15244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458224.000000 Penalty: 91337.375000
Iteration 332Q: 27 clusters Score -1.614582e+08 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2334 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176587 members 
Mstep: Class 7 contains 3514 members 
Mstep: Class 8 contains 259965 members 
Mstep: Class 9 contains 88108 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 9259 members 
Mstep: Class 12 contains 19760 members 
Mstep: Class 13 contains 156764 members 
Mstep: Class 14 contains 15633 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 144002 members 
Mstep: Class 17 contains 2107 members 
Mstep: Class 18 contains 178889 members 
Mstep: Class 19 contains 26585 members 
Mstep: Class 20 contains 13001 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10338 members 
Mstep: Class 24 contains 214855 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 15547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458032.000000 Penalty: 91337.375000
Iteration 333Q: 27 clusters Score -1.61458e+08 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176523 members 
Mstep: Class 7 contains 3513 members 
Mstep: Class 8 contains 260326 members 
Mstep: Class 9 contains 87812 members 
Mstep: Class 10 contains 11308 members 
Mstep: Class 11 contains 9237 members 
Mstep: Class 12 contains 19762 members 
Mstep: Class 13 contains 156798 members 
Mstep: Class 14 contains 15632 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 143771 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 178845 members 
Mstep: Class 19 contains 26584 members 
Mstep: Class 20 contains 12996 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10337 members 
Mstep: Class 24 contains 214863 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 15811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458144.000000 Penalty: 91337.375000
Iteration 334Q: 27 clusters Score -1.614581e+08 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176462 members 
Mstep: Class 7 contains 3514 members 
Mstep: Class 8 contains 260706 members 
Mstep: Class 9 contains 87569 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 9211 members 
Mstep: Class 12 contains 19760 members 
Mstep: Class 13 contains 156802 members 
Mstep: Class 14 contains 15630 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 143531 members 
Mstep: Class 17 contains 2106 members 
Mstep: Class 18 contains 178805 members 
Mstep: Class 19 contains 26584 members 
Mstep: Class 20 contains 12987 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10338 members 
Mstep: Class 24 contains 214877 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 16033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458224.000000 Penalty: 91337.375000
Iteration 335Q: 27 clusters Score -1.614582e+08 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2333 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176370 members 
Mstep: Class 7 contains 3514 members 
Mstep: Class 8 contains 261104 members 
Mstep: Class 9 contains 87341 members 
Mstep: Class 10 contains 11307 members 
Mstep: Class 11 contains 9194 members 
Mstep: Class 12 contains 19760 members 
Mstep: Class 13 contains 156801 members 
Mstep: Class 14 contains 15630 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 143302 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 178773 members 
Mstep: Class 19 contains 26579 members 
Mstep: Class 20 contains 12981 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10338 members 
Mstep: Class 24 contains 214887 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 16236 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458688.000000 Penalty: 91337.375000
Iteration 336Q: 27 clusters Score -1.614587e+08 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176269 members 
Mstep: Class 7 contains 3514 members 
Mstep: Class 8 contains 261486 members 
Mstep: Class 9 contains 87167 members 
Mstep: Class 10 contains 11306 members 
Mstep: Class 11 contains 9181 members 
Mstep: Class 12 contains 19762 members 
Mstep: Class 13 contains 156812 members 
Mstep: Class 14 contains 15631 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 143060 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 178737 members 
Mstep: Class 19 contains 26583 members 
Mstep: Class 20 contains 12976 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10339 members 
Mstep: Class 24 contains 214899 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 16397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458640.000000 Penalty: 91337.375000
Iteration 337Q: 27 clusters Score -1.614586e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176189 members 
Mstep: Class 7 contains 3514 members 
Mstep: Class 8 contains 261805 members 
Mstep: Class 9 contains 87000 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 9170 members 
Mstep: Class 12 contains 19761 members 
Mstep: Class 13 contains 156822 members 
Mstep: Class 14 contains 15629 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 142798 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 178740 members 
Mstep: Class 19 contains 26590 members 
Mstep: Class 20 contains 12973 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10341 members 
Mstep: Class 24 contains 214921 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 16560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458976.000000 Penalty: 91337.375000
Iteration 338Q: 27 clusters Score -1.61459e+08 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 176090 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 262168 members 
Mstep: Class 9 contains 86835 members 
Mstep: Class 10 contains 11304 members 
Mstep: Class 11 contains 9163 members 
Mstep: Class 12 contains 19764 members 
Mstep: Class 13 contains 156826 members 
Mstep: Class 14 contains 15630 members 
Mstep: Class 15 contains 19694 members 
Mstep: Class 16 contains 142537 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 178747 members 
Mstep: Class 19 contains 26586 members 
Mstep: Class 20 contains 12977 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10341 members 
Mstep: Class 24 contains 214922 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 16708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161459248.000000 Penalty: 91337.375000
Iteration 339Q: 27 clusters Score -1.614592e+08 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175989 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 262499 members 
Mstep: Class 9 contains 86706 members 
Mstep: Class 10 contains 11300 members 
Mstep: Class 11 contains 9153 members 
Mstep: Class 12 contains 19767 members 
Mstep: Class 13 contains 156842 members 
Mstep: Class 14 contains 15631 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 142295 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 178731 members 
Mstep: Class 19 contains 26587 members 
Mstep: Class 20 contains 12977 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10342 members 
Mstep: Class 24 contains 214936 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 16845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161459296.000000 Penalty: 91337.375000
Iteration 340F: 27 clusters Score -1.614593e+08 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175909 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 262825 members 
Mstep: Class 9 contains 86480 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 9142 members 
Mstep: Class 12 contains 19769 members 
Mstep: Class 13 contains 156847 members 
Mstep: Class 14 contains 15632 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 142070 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 178715 members 
Mstep: Class 19 contains 26585 members 
Mstep: Class 20 contains 12978 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10343 members 
Mstep: Class 24 contains 214927 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 17080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161459424.000000 Penalty: 91337.375000
Iteration 341Q: 27 clusters Score -1.614594e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175803 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 263104 members 
Mstep: Class 9 contains 86253 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 9130 members 
Mstep: Class 12 contains 19771 members 
Mstep: Class 13 contains 156852 members 
Mstep: Class 14 contains 15632 members 
Mstep: Class 15 contains 19693 members 
Mstep: Class 16 contains 141855 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 178719 members 
Mstep: Class 19 contains 26586 members 
Mstep: Class 20 contains 12972 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10344 members 
Mstep: Class 24 contains 214955 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 17324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161459264.000000 Penalty: 91337.375000
Iteration 342Q: 27 clusters Score -1.614593e+08 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175739 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 263392 members 
Mstep: Class 9 contains 86001 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 9119 members 
Mstep: Class 12 contains 19772 members 
Mstep: Class 13 contains 156857 members 
Mstep: Class 14 contains 15631 members 
Mstep: Class 15 contains 19697 members 
Mstep: Class 16 contains 141646 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 178694 members 
Mstep: Class 19 contains 26585 members 
Mstep: Class 20 contains 12973 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10345 members 
Mstep: Class 24 contains 214975 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 17565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161459664.000000 Penalty: 91337.375000
Iteration 343Q: 27 clusters Score -1.614597e+08 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175669 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 263666 members 
Mstep: Class 9 contains 85736 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 9105 members 
Mstep: Class 12 contains 19773 members 
Mstep: Class 13 contains 156859 members 
Mstep: Class 14 contains 15631 members 
Mstep: Class 15 contains 19698 members 
Mstep: Class 16 contains 141425 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 178678 members 
Mstep: Class 19 contains 26577 members 
Mstep: Class 20 contains 12971 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10345 members 
Mstep: Class 24 contains 215015 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 17845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161459696.000000 Penalty: 91337.375000
Iteration 344Q: 27 clusters Score -1.614597e+08 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175571 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 8 contains 263918 members 
Mstep: Class 9 contains 85520 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 9085 members 
Mstep: Class 12 contains 19776 members 
Mstep: Class 13 contains 156848 members 
Mstep: Class 14 contains 15630 members 
Mstep: Class 15 contains 19700 members 
Mstep: Class 16 contains 141203 members 
Mstep: Class 17 contains 2105 members 
Mstep: Class 18 contains 178692 members 
Mstep: Class 19 contains 26574 members 
Mstep: Class 20 contains 12969 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10345 members 
Mstep: Class 24 contains 215061 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 18098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161459824.000000 Penalty: 91337.375000
Iteration 345Q: 27 clusters Score -1.614598e+08 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175461 members 
Mstep: Class 7 contains 3519 members 
Mstep: Class 8 contains 264234 members 
Mstep: Class 9 contains 85306 members 
Mstep: Class 10 contains 11299 members 
Mstep: Class 11 contains 9059 members 
Mstep: Class 12 contains 19774 members 
Mstep: Class 13 contains 156857 members 
Mstep: Class 14 contains 15626 members 
Mstep: Class 15 contains 19702 members 
Mstep: Class 16 contains 140972 members 
Mstep: Class 17 contains 2104 members 
Mstep: Class 18 contains 178693 members 
Mstep: Class 19 contains 26572 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 2473 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 215076 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 18346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161460208.000000 Penalty: 91337.375000
Iteration 346Q: 27 clusters Score -1.614602e+08 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175371 members 
Mstep: Class 7 contains 3518 members 
Mstep: Class 8 contains 264537 members 
Mstep: Class 9 contains 85103 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 9039 members 
Mstep: Class 12 contains 19773 members 
Mstep: Class 13 contains 156869 members 
Mstep: Class 14 contains 15626 members 
Mstep: Class 15 contains 19703 members 
Mstep: Class 16 contains 140731 members 
Mstep: Class 17 contains 2103 members 
Mstep: Class 18 contains 178693 members 
Mstep: Class 19 contains 26574 members 
Mstep: Class 20 contains 12966 members 
Mstep: Class 21 contains 2473 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 215081 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 18582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161460560.000000 Penalty: 91337.375000
Iteration 347Q: 27 clusters Score -1.614606e+08 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175297 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 264829 members 
Mstep: Class 9 contains 84896 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 9015 members 
Mstep: Class 12 contains 19773 members 
Mstep: Class 13 contains 156868 members 
Mstep: Class 14 contains 15626 members 
Mstep: Class 15 contains 19706 members 
Mstep: Class 16 contains 140473 members 
Mstep: Class 17 contains 2101 members 
Mstep: Class 18 contains 178687 members 
Mstep: Class 19 contains 26573 members 
Mstep: Class 20 contains 12965 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 215107 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 18836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161460784.000000 Penalty: 91337.375000
Iteration 348Q: 27 clusters Score -1.614608e+08 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175215 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 265137 members 
Mstep: Class 9 contains 84685 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 8996 members 
Mstep: Class 12 contains 19772 members 
Mstep: Class 13 contains 156865 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19711 members 
Mstep: Class 16 contains 140247 members 
Mstep: Class 17 contains 2095 members 
Mstep: Class 18 contains 178682 members 
Mstep: Class 19 contains 26574 members 
Mstep: Class 20 contains 12961 members 
Mstep: Class 21 contains 2473 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10345 members 
Mstep: Class 24 contains 215126 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 19060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161460944.000000 Penalty: 91337.375000
Iteration 349Q: 27 clusters Score -1.614609e+08 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175130 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 265446 members 
Mstep: Class 9 contains 84509 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 8975 members 
Mstep: Class 12 contains 19774 members 
Mstep: Class 13 contains 156862 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 19713 members 
Mstep: Class 16 contains 140021 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 178693 members 
Mstep: Class 19 contains 26573 members 
Mstep: Class 20 contains 12960 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10345 members 
Mstep: Class 24 contains 215122 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 19259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461024.000000 Penalty: 91337.375000
Iteration 350Q: 27 clusters Score -1.61461e+08 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 175043 members 
Mstep: Class 7 contains 3515 members 
Mstep: Class 8 contains 265731 members 
Mstep: Class 9 contains 84339 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 8950 members 
Mstep: Class 12 contains 19773 members 
Mstep: Class 13 contains 156890 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 139795 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 178709 members 
Mstep: Class 19 contains 26573 members 
Mstep: Class 20 contains 12951 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10345 members 
Mstep: Class 24 contains 215101 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 19469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161460976.000000 Penalty: 91337.375000
Iteration 351Q: 27 clusters Score -1.61461e+08 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7977 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174948 members 
Mstep: Class 7 contains 3514 members 
Mstep: Class 8 contains 266021 members 
Mstep: Class 9 contains 84188 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 8926 members 
Mstep: Class 12 contains 19773 members 
Mstep: Class 13 contains 156900 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 139591 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 178699 members 
Mstep: Class 19 contains 26574 members 
Mstep: Class 20 contains 12940 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10345 members 
Mstep: Class 24 contains 215098 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 19663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461056.000000 Penalty: 91337.375000
Iteration 352Q: 27 clusters Score -1.614611e+08 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174870 members 
Mstep: Class 7 contains 3516 members 
Mstep: Class 8 contains 266341 members 
Mstep: Class 9 contains 84047 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 8905 members 
Mstep: Class 12 contains 19771 members 
Mstep: Class 13 contains 156880 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 139379 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178691 members 
Mstep: Class 19 contains 26573 members 
Mstep: Class 20 contains 12934 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10345 members 
Mstep: Class 24 contains 215103 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 19826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461200.000000 Penalty: 91337.375000
Iteration 353Q: 27 clusters Score -1.614612e+08 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24380 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174796 members 
Mstep: Class 7 contains 3514 members 
Mstep: Class 8 contains 266657 members 
Mstep: Class 9 contains 83899 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 8888 members 
Mstep: Class 12 contains 19771 members 
Mstep: Class 13 contains 156873 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 19721 members 
Mstep: Class 16 contains 139160 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178661 members 
Mstep: Class 19 contains 26580 members 
Mstep: Class 20 contains 12930 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10345 members 
Mstep: Class 24 contains 215114 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 19995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461360.000000 Penalty: 91337.375000
Iteration 354Q: 27 clusters Score -1.614614e+08 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174710 members 
Mstep: Class 7 contains 3513 members 
Mstep: Class 8 contains 266969 members 
Mstep: Class 9 contains 83752 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 8872 members 
Mstep: Class 12 contains 19773 members 
Mstep: Class 13 contains 156891 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 19725 members 
Mstep: Class 16 contains 138961 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178623 members 
Mstep: Class 19 contains 26574 members 
Mstep: Class 20 contains 12927 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10346 members 
Mstep: Class 24 contains 215110 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 20158 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461664.000000 Penalty: 91337.375000
Iteration 355Q: 27 clusters Score -1.614617e+08 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174622 members 
Mstep: Class 7 contains 3513 members 
Mstep: Class 8 contains 267256 members 
Mstep: Class 9 contains 83617 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 8856 members 
Mstep: Class 12 contains 19776 members 
Mstep: Class 13 contains 156911 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 138774 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178577 members 
Mstep: Class 19 contains 26576 members 
Mstep: Class 20 contains 12926 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10347 members 
Mstep: Class 24 contains 215114 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 20315 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461664.000000 Penalty: 91337.375000
Iteration 356Q: 27 clusters Score -1.614617e+08 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174549 members 
Mstep: Class 7 contains 3512 members 
Mstep: Class 8 contains 267533 members 
Mstep: Class 9 contains 83498 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 8843 members 
Mstep: Class 12 contains 19776 members 
Mstep: Class 13 contains 156920 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 138587 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178549 members 
Mstep: Class 19 contains 26578 members 
Mstep: Class 20 contains 12923 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10348 members 
Mstep: Class 24 contains 215113 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 20449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461696.000000 Penalty: 91337.375000
Iteration 357Q: 27 clusters Score -1.614617e+08 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174474 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 267823 members 
Mstep: Class 9 contains 83387 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 8831 members 
Mstep: Class 12 contains 19777 members 
Mstep: Class 13 contains 156913 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 138395 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178510 members 
Mstep: Class 19 contains 26581 members 
Mstep: Class 20 contains 12919 members 
Mstep: Class 21 contains 2479 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 215142 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 20566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461600.000000 Penalty: 91337.375000
Iteration 358Q: 27 clusters Score -1.614616e+08 nChanged 757
Entering ConstructFrom: 
Score: -161461600.000000 Penalty: 91337.375000
Entering ConstructFrom: 
Trying to split cluster 1 (24379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24379 members 
Entering Unmasked Estep 
Score: -2474435.250000 Penalty: 2505.166504
	Iteration 0F: 2 clusters Score -2474435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2457457.750000 Penalty: 5010.333008
	Iteration 0F: 3 clusters Score -2457458 nChanged 10854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -2463561.500000 Penalty: 5010.333008
	Iteration 1F: 3 clusters Score -2463562 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -2464267.750000 Penalty: 5010.333008
	Iteration 2F: 3 clusters Score -2464268 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 10234 members 
Entering Unmasked Estep 
Score: -2464947.750000 Penalty: 5010.333008
	Iteration 3F: 3 clusters Score -2464948 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -2465716.750000 Penalty: 5010.333008
	Iteration 4F: 3 clusters Score -2465717 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 8642 members 
Entering Unmasked Estep 
Score: -2466595.750000 Penalty: 5010.333008
	Iteration 5F: 3 clusters Score -2466596 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -2467462.000000 Penalty: 5010.333008
	Iteration 6F: 3 clusters Score -2467462 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17649 members 
Mstep: Class 2 contains 6730 members 
Entering Unmasked Estep 
Score: -2468315.500000 Penalty: 5010.333008
	Iteration 7F: 3 clusters Score -2468316 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -2469103.250000 Penalty: 5010.333008
	Iteration 8Q: 3 clusters Score -2469103 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -2469849.750000 Penalty: 5010.333008
	Iteration 9Q: 3 clusters Score -2469850 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -2470518.250000 Penalty: 5010.333008
	Iteration 10Q: 3 clusters Score -2470518 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -2471089.750000 Penalty: 5010.333008
	Iteration 11Q: 3 clusters Score -2471090 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2471477.500000 Penalty: 5010.333008
	Iteration 12Q: 3 clusters Score -2471478 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -2471737.000000 Penalty: 5010.333008
	Iteration 13Q: 3 clusters Score -2471737 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -2471926.000000 Penalty: 5010.333008
	Iteration 14Q: 3 clusters Score -2471926 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2472121.500000 Penalty: 5010.333008
	Iteration 15Q: 3 clusters Score -2472122 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22812 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -2472233.500000 Penalty: 5010.333008
	Iteration 16Q: 3 clusters Score -2472234 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -2472309.250000 Penalty: 5010.333008
	Iteration 17Q: 3 clusters Score -2472309 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23039 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -2472375.000000 Penalty: 5010.333008
	Iteration 18Q: 3 clusters Score -2472375 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -2472424.000000 Penalty: 5010.333008
	Iteration 19Q: 3 clusters Score -2472424 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2472473.750000 Penalty: 5010.333008
	Iteration 20F: 3 clusters Score -2472474 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2472507.000000 Penalty: 5010.333008
	Iteration 21Q: 3 clusters Score -2472507 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23304 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2472530.750000 Penalty: 5010.333008
	Iteration 22Q: 3 clusters Score -2472531 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2472542.500000 Penalty: 5010.333008
	Iteration 23Q: 3 clusters Score -2472542 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23369 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2472559.250000 Penalty: 5010.333008
	Iteration 24Q: 3 clusters Score -2472559 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -2472570.000000 Penalty: 5010.333008
	Iteration 25Q: 3 clusters Score -2472570 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23400 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2472578.750000 Penalty: 5010.333008
	Iteration 26Q: 3 clusters Score -2472579 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2472585.000000 Penalty: 5010.333008
	Iteration 27Q: 3 clusters Score -2472585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2472593.500000 Penalty: 5010.333008
	Iteration 28Q: 3 clusters Score -2472594 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2472599.000000 Penalty: 5010.333008
	Iteration 29Q: 3 clusters Score -2472599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23425 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2472597.750000 Penalty: 5010.333008
	Iteration 30Q: 3 clusters Score -2472598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2472607.250000 Penalty: 5010.333008
	Iteration 31Q: 3 clusters Score -2472607 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2472605.000000 Penalty: 5010.333008
	Iteration 32Q: 3 clusters Score -2472605 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23430 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2472605.000000 Penalty: 5010.333008
	Iteration 33F: 3 clusters Score -2472605 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7976 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Entering Unmasked Estep 
Score: -781360.562500 Penalty: 2228.079590
	Iteration 0F: 2 clusters Score -781360.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -774996.312500 Penalty: 4456.159180
	Iteration 0F: 3 clusters Score -774996.3 nChanged 3203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -776965.625000 Penalty: 4456.159180
	Iteration 1F: 3 clusters Score -776965.6 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -777365.437500 Penalty: 4456.159180
	Iteration 2F: 3 clusters Score -777365.4 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -777674.500000 Penalty: 4456.159180
	Iteration 3F: 3 clusters Score -777674.5 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -777943.750000 Penalty: 4456.159180
	Iteration 4F: 3 clusters Score -777943.8 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -778195.875000 Penalty: 4456.159180
	Iteration 5Q: 3 clusters Score -778195.9 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -778479.187500 Penalty: 4456.159180
	Iteration 6Q: 3 clusters Score -778479.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -778730.750000 Penalty: 4456.159180
	Iteration 7Q: 3 clusters Score -778730.8 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -778926.812500 Penalty: 4456.159180
	Iteration 8Q: 3 clusters Score -778926.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -779077.812500 Penalty: 4456.159180
	Iteration 9Q: 3 clusters Score -779077.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -779209.312500 Penalty: 4456.159180
	Iteration 10Q: 3 clusters Score -779209.3 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3090 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -779299.562500 Penalty: 4456.159180
	Iteration 11Q: 3 clusters Score -779299.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -779381.812500 Penalty: 4456.159180
	Iteration 12Q: 3 clusters Score -779381.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -779453.187500 Penalty: 4456.159180
	Iteration 13Q: 3 clusters Score -779453.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -779530.812500 Penalty: 4456.159180
	Iteration 14Q: 3 clusters Score -779530.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -779604.250000 Penalty: 4456.159180
	Iteration 15Q: 3 clusters Score -779604.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -779661.375000 Penalty: 4456.159180
	Iteration 16Q: 3 clusters Score -779661.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -779707.437500 Penalty: 4456.159180
	Iteration 17Q: 3 clusters Score -779707.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -779743.062500 Penalty: 4456.159180
	Iteration 18Q: 3 clusters Score -779743.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -779759.500000 Penalty: 4456.159180
	Iteration 19Q: 3 clusters Score -779759.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -779774.375000 Penalty: 4456.159180
	Iteration 20F: 3 clusters Score -779774.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -779783.062500 Penalty: 4456.159180
	Iteration 21Q: 3 clusters Score -779783.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -779794.812500 Penalty: 4456.159180
	Iteration 22Q: 3 clusters Score -779794.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -779806.562500 Penalty: 4456.159180
	Iteration 23Q: 3 clusters Score -779806.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -779818.875000 Penalty: 4456.159180
	Iteration 24Q: 3 clusters Score -779818.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -779833.750000 Penalty: 4456.159180
	Iteration 25Q: 3 clusters Score -779833.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -779847.062500 Penalty: 4456.159180
	Iteration 26Q: 3 clusters Score -779847.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -779871.375000 Penalty: 4456.159180
	Iteration 27Q: 3 clusters Score -779871.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -779907.437500 Penalty: 4456.159180
	Iteration 28Q: 3 clusters Score -779907.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -779938.437500 Penalty: 4456.159180
	Iteration 29Q: 3 clusters Score -779938.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -779967.062500 Penalty: 4456.159180
	Iteration 30Q: 3 clusters Score -779967.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4925 members 
Entering Unmasked Estep 
Score: -779996.500000 Penalty: 4456.159180
	Iteration 31Q: 3 clusters Score -779996.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -780025.937500 Penalty: 4456.159180
	Iteration 32Q: 3 clusters Score -780025.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -780048.812500 Penalty: 4456.159180
	Iteration 33Q: 3 clusters Score -780048.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -780065.375000 Penalty: 4456.159180
	Iteration 34Q: 3 clusters Score -780065.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -780087.687500 Penalty: 4456.159180
	Iteration 35Q: 3 clusters Score -780087.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -780103.000000 Penalty: 4456.159180
	Iteration 36Q: 3 clusters Score -780103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -780120.062500 Penalty: 4456.159180
	Iteration 37Q: 3 clusters Score -780120.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2948 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -780137.125000 Penalty: 4456.159180
	Iteration 38Q: 3 clusters Score -780137.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -780150.250000 Penalty: 4456.159180
	Iteration 39Q: 3 clusters Score -780150.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -780160.437500 Penalty: 4456.159180
	Iteration 40F: 3 clusters Score -780160.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -780172.375000 Penalty: 4456.159180
	Iteration 41Q: 3 clusters Score -780172.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5090 members 
Entering Unmasked Estep 
Score: -780177.625000 Penalty: 4456.159180
	Iteration 42Q: 3 clusters Score -780177.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -780185.375000 Penalty: 4456.159180
	Iteration 43Q: 3 clusters Score -780185.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -780188.812500 Penalty: 4456.159180
	Iteration 44Q: 3 clusters Score -780188.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -780192.875000 Penalty: 4456.159180
	Iteration 45Q: 3 clusters Score -780192.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2849 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -780197.437500 Penalty: 4456.159180
	Iteration 46Q: 3 clusters Score -780197.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -780198.812500 Penalty: 4456.159180
	Iteration 47Q: 3 clusters Score -780198.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -780201.125000 Penalty: 4456.159180
	Iteration 48Q: 3 clusters Score -780201.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -780199.750000 Penalty: 4456.159180
	Iteration 49Q: 3 clusters Score -780199.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -780200.312500 Penalty: 4456.159180
	Iteration 50Q: 3 clusters Score -780200.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -780201.375000 Penalty: 4456.159180
	Iteration 51Q: 3 clusters Score -780201.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -780200.000000 Penalty: 4456.159180
	Iteration 52Q: 3 clusters Score -780200 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -780200.562500 Penalty: 4456.159180
	Iteration 53Q: 3 clusters Score -780200.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -780200.437500 Penalty: 4456.159180
	Iteration 54Q: 3 clusters Score -780200.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -780201.187500 Penalty: 4456.159180
	Iteration 55Q: 3 clusters Score -780201.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -780203.187500 Penalty: 4456.159180
	Iteration 56Q: 3 clusters Score -780203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -780207.000000 Penalty: 4456.159180
	Iteration 57Q: 3 clusters Score -780207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -780210.375000 Penalty: 4456.159180
	Iteration 58Q: 3 clusters Score -780210.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -780209.687500 Penalty: 4456.159180
	Iteration 59Q: 3 clusters Score -780209.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -780213.187500 Penalty: 4456.159180
	Iteration 60F: 3 clusters Score -780213.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -780214.437500 Penalty: 4456.159180
	Iteration 61Q: 3 clusters Score -780214.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -780214.125000 Penalty: 4456.159180
	Iteration 62Q: 3 clusters Score -780214.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -780213.562500 Penalty: 4456.159180
	Iteration 63Q: 3 clusters Score -780213.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -780214.250000 Penalty: 4456.159180
	Iteration 64Q: 3 clusters Score -780214.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -780215.312500 Penalty: 4456.159180
	Iteration 65Q: 3 clusters Score -780215.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -780215.000000 Penalty: 4456.159180
	Iteration 66Q: 3 clusters Score -780215 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -780215.562500 Penalty: 4456.159180
	Iteration 67Q: 3 clusters Score -780215.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -780216.500000 Penalty: 4456.159180
	Iteration 68Q: 3 clusters Score -780216.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -780216.750000 Penalty: 4456.159180
	Iteration 69Q: 3 clusters Score -780216.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -780217.500000 Penalty: 4456.159180
	Iteration 70Q: 3 clusters Score -780217.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -780217.500000 Penalty: 4456.159180
	Iteration 71Q: 3 clusters Score -780217.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -780216.625000 Penalty: 4456.159180
	Iteration 72Q: 3 clusters Score -780216.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -780216.625000 Penalty: 4456.159180
	Iteration 73F: 3 clusters Score -780216.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -42044.890625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -42044.89 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 218 members 
Entering Unmasked Estep 
Score: -40582.039062 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40582.04 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -40806.250000 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40806.25 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -40901.273438 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -40901.27 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40947.601562 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -40947.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40963.988281 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -40963.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40978.429688 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -40978.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40992.882812 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -40992.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41006.031250 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -41006.03 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -41018.765625 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -41018.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -41024.230469 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -41024.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -41026.960938 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -41026.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41028.414062 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -41028.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -41028.414062 Penalty: 3020.166260
	Iteration 12F: 3 clusters Score -41028.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -245187.687500 Penalty: 1923.111328
	Iteration 0F: 2 clusters Score -245187.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -242417.781250 Penalty: 3846.222656
	Iteration 0F: 3 clusters Score -242417.8 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -243416.609375 Penalty: 3846.222656
	Iteration 1F: 3 clusters Score -243416.6 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -243840.109375 Penalty: 3846.222656
	Iteration 2F: 3 clusters Score -243840.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -244203.265625 Penalty: 3846.222656
	Iteration 3F: 3 clusters Score -244203.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -244435.843750 Penalty: 3846.222656
	Iteration 4F: 3 clusters Score -244435.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -244649.578125 Penalty: 3846.222656
	Iteration 5Q: 3 clusters Score -244649.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -244820.406250 Penalty: 3846.222656
	Iteration 6Q: 3 clusters Score -244820.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -244951.906250 Penalty: 3846.222656
	Iteration 7Q: 3 clusters Score -244951.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -245189.906250 Penalty: 3846.222656
	Iteration 8Q: 3 clusters Score -245189.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -245452.859375 Penalty: 3846.222656
	Iteration 9Q: 3 clusters Score -245452.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -245608.000000 Penalty: 3846.222656
	Iteration 10Q: 3 clusters Score -245608 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -245726.125000 Penalty: 3846.222656
	Iteration 11Q: 3 clusters Score -245726.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -245822.593750 Penalty: 3846.222656
	Iteration 12Q: 3 clusters Score -245822.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -245908.890625 Penalty: 3846.222656
	Iteration 13Q: 3 clusters Score -245908.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -245950.671875 Penalty: 3846.222656
	Iteration 14Q: 3 clusters Score -245950.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -245978.828125 Penalty: 3846.222656
	Iteration 15Q: 3 clusters Score -245978.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -245994.421875 Penalty: 3846.222656
	Iteration 16Q: 3 clusters Score -245994.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -246010.328125 Penalty: 3846.222656
	Iteration 17Q: 3 clusters Score -246010.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -246021.515625 Penalty: 3846.222656
	Iteration 18Q: 3 clusters Score -246021.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -246029.187500 Penalty: 3846.222656
	Iteration 19Q: 3 clusters Score -246029.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -246034.015625 Penalty: 3846.222656
	Iteration 20F: 3 clusters Score -246034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -246035.593750 Penalty: 3846.222656
	Iteration 21Q: 3 clusters Score -246035.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -246035.593750 Penalty: 3846.222656
	Iteration 22F: 3 clusters Score -246035.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 1411 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174399 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 268110 members 
Mstep: Class 9 contains 83274 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 8822 members 
Mstep: Class 12 contains 19778 members 
Mstep: Class 13 contains 156917 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 138218 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178471 members 
Mstep: Class 19 contains 26581 members 
Mstep: Class 20 contains 12920 members 
Mstep: Class 21 contains 2480 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 215161 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 20662 members 
Mstep: Class 27 contains 921 members 
Entering Unmasked Estep 
Score: -161460960.000000 Penalty: 94850.351562
Splitting cluster 4 changes total score from -161461600.000000 to -161460960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -50889.976562 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -50889.98 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -49387.109375 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -49387.11 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -49585.414062 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -49585.41 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -49620.320312 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -49620.32 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -49632.789062 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -49632.79 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49637.367188 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -49637.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -49637.367188 Penalty: 3080.457520
	Iteration 5F: 3 clusters Score -49637.37 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (174399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174399 members 
Entering Unmasked Estep 
Score: -20560398.000000 Penalty: 2993.137207
	Iteration 0F: 2 clusters Score -2.05604e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 87174 members 
Entering Unmasked Estep 
Score: -20445350.000000 Penalty: 5986.274414
	Iteration 0F: 3 clusters Score -2.044535e+07 nChanged 83702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 88190 members 
Entering Unmasked Estep 
Score: -20494418.000000 Penalty: 5986.274414
	Iteration 1F: 3 clusters Score -2.049442e+07 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85567 members 
Mstep: Class 2 contains 88832 members 
Entering Unmasked Estep 
Score: -20496000.000000 Penalty: 5986.274414
	Iteration 2Q: 3 clusters Score -2.0496e+07 nChanged 6030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84823 members 
Mstep: Class 2 contains 89576 members 
Entering Unmasked Estep 
Score: -20498004.000000 Penalty: 5986.274414
	Iteration 3Q: 3 clusters Score -2.0498e+07 nChanged 7129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83956 members 
Mstep: Class 2 contains 90443 members 
Entering Unmasked Estep 
Score: -20501312.000000 Penalty: 5986.274414
	Iteration 4Q: 3 clusters Score -2.050131e+07 nChanged 8570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83114 members 
Mstep: Class 2 contains 91285 members 
Entering Unmasked Estep 
Score: -20505968.000000 Penalty: 5986.274414
	Iteration 5Q: 3 clusters Score -2.050597e+07 nChanged 10173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82605 members 
Mstep: Class 2 contains 91794 members 
Entering Unmasked Estep 
Score: -20512426.000000 Penalty: 5986.274414
	Iteration 6F: 3 clusters Score -2.051243e+07 nChanged 11589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82510 members 
Mstep: Class 2 contains 91889 members 
Entering Unmasked Estep 
Score: -20520842.000000 Penalty: 5986.274414
	Iteration 7F: 3 clusters Score -2.052084e+07 nChanged 11651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82687 members 
Mstep: Class 2 contains 91712 members 
Entering Unmasked Estep 
Score: -20528788.000000 Penalty: 5986.274414
	Iteration 8F: 3 clusters Score -2.052879e+07 nChanged 9573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82810 members 
Mstep: Class 2 contains 91589 members 
Entering Unmasked Estep 
Score: -20533338.000000 Penalty: 5986.274414
	Iteration 9F: 3 clusters Score -2.053334e+07 nChanged 6422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82838 members 
Mstep: Class 2 contains 91561 members 
Entering Unmasked Estep 
Score: -20535500.000000 Penalty: 5986.274414
	Iteration 10Q: 3 clusters Score -2.05355e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82718 members 
Mstep: Class 2 contains 91681 members 
Entering Unmasked Estep 
Score: -20535980.000000 Penalty: 5986.274414
	Iteration 11Q: 3 clusters Score -2.053598e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82641 members 
Mstep: Class 2 contains 91758 members 
Entering Unmasked Estep 
Score: -20536260.000000 Penalty: 5986.274414
	Iteration 12Q: 3 clusters Score -2.053626e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82543 members 
Mstep: Class 2 contains 91856 members 
Entering Unmasked Estep 
Score: -20536454.000000 Penalty: 5986.274414
	Iteration 13Q: 3 clusters Score -2.053645e+07 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82468 members 
Mstep: Class 2 contains 91931 members 
Entering Unmasked Estep 
Score: -20536556.000000 Penalty: 5986.274414
	Iteration 14Q: 3 clusters Score -2.053656e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 91975 members 
Entering Unmasked Estep 
Score: -20536604.000000 Penalty: 5986.274414
	Iteration 15Q: 3 clusters Score -2.05366e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82402 members 
Mstep: Class 2 contains 91997 members 
Entering Unmasked Estep 
Score: -20536750.000000 Penalty: 5986.274414
	Iteration 16Q: 3 clusters Score -2.053675e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82362 members 
Mstep: Class 2 contains 92037 members 
Entering Unmasked Estep 
Score: -20536978.000000 Penalty: 5986.274414
	Iteration 17Q: 3 clusters Score -2.053698e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82268 members 
Mstep: Class 2 contains 92131 members 
Entering Unmasked Estep 
Score: -20537232.000000 Penalty: 5986.274414
	Iteration 18Q: 3 clusters Score -2.053723e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 92191 members 
Entering Unmasked Estep 
Score: -20537186.000000 Penalty: 5986.274414
	Iteration 19Q: 3 clusters Score -2.053719e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82136 members 
Mstep: Class 2 contains 92263 members 
Entering Unmasked Estep 
Score: -20537254.000000 Penalty: 5986.274414
	Iteration 20F: 3 clusters Score -2.053725e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82035 members 
Mstep: Class 2 contains 92364 members 
Entering Unmasked Estep 
Score: -20537356.000000 Penalty: 5986.274414
	Iteration 21Q: 3 clusters Score -2.053736e+07 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81902 members 
Mstep: Class 2 contains 92497 members 
Entering Unmasked Estep 
Score: -20537380.000000 Penalty: 5986.274414
	Iteration 22Q: 3 clusters Score -2.053738e+07 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81757 members 
Mstep: Class 2 contains 92642 members 
Entering Unmasked Estep 
Score: -20537514.000000 Penalty: 5986.274414
	Iteration 23Q: 3 clusters Score -2.053751e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81679 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -20537558.000000 Penalty: 5986.274414
	Iteration 24Q: 3 clusters Score -2.053756e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81595 members 
Mstep: Class 2 contains 92804 members 
Entering Unmasked Estep 
Score: -20537712.000000 Penalty: 5986.274414
	Iteration 25Q: 3 clusters Score -2.053771e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81453 members 
Mstep: Class 2 contains 92946 members 
Entering Unmasked Estep 
Score: -20537858.000000 Penalty: 5986.274414
	Iteration 26Q: 3 clusters Score -2.053786e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81326 members 
Mstep: Class 2 contains 93073 members 
Entering Unmasked Estep 
Score: -20537792.000000 Penalty: 5986.274414
	Iteration 27Q: 3 clusters Score -2.053779e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81160 members 
Mstep: Class 2 contains 93239 members 
Entering Unmasked Estep 
Score: -20537826.000000 Penalty: 5986.274414
	Iteration 28Q: 3 clusters Score -2.053783e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80939 members 
Mstep: Class 2 contains 93460 members 
Entering Unmasked Estep 
Score: -20537878.000000 Penalty: 5986.274414
	Iteration 29Q: 3 clusters Score -2.053788e+07 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80744 members 
Mstep: Class 2 contains 93655 members 
Entering Unmasked Estep 
Score: -20537880.000000 Penalty: 5986.274414
	Iteration 30Q: 3 clusters Score -2.053788e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80539 members 
Mstep: Class 2 contains 93860 members 
Entering Unmasked Estep 
Score: -20537994.000000 Penalty: 5986.274414
	Iteration 31Q: 3 clusters Score -2.053799e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80366 members 
Mstep: Class 2 contains 94033 members 
Entering Unmasked Estep 
Score: -20538024.000000 Penalty: 5986.274414
	Iteration 32Q: 3 clusters Score -2.053802e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80212 members 
Mstep: Class 2 contains 94187 members 
Entering Unmasked Estep 
Score: -20538074.000000 Penalty: 5986.274414
	Iteration 33Q: 3 clusters Score -2.053807e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80032 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -20538174.000000 Penalty: 5986.274414
	Iteration 34Q: 3 clusters Score -2.053817e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79836 members 
Mstep: Class 2 contains 94563 members 
Entering Unmasked Estep 
Score: -20538294.000000 Penalty: 5986.274414
	Iteration 35Q: 3 clusters Score -2.053829e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79566 members 
Mstep: Class 2 contains 94833 members 
Entering Unmasked Estep 
Score: -20538418.000000 Penalty: 5986.274414
	Iteration 36Q: 3 clusters Score -2.053842e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79253 members 
Mstep: Class 2 contains 95146 members 
Entering Unmasked Estep 
Score: -20538430.000000 Penalty: 5986.274414
	Iteration 37Q: 3 clusters Score -2.053843e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78955 members 
Mstep: Class 2 contains 95444 members 
Entering Unmasked Estep 
Score: -20538454.000000 Penalty: 5986.274414
	Iteration 38Q: 3 clusters Score -2.053845e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78660 members 
Mstep: Class 2 contains 95739 members 
Entering Unmasked Estep 
Score: -20538492.000000 Penalty: 5986.274414
	Iteration 39Q: 3 clusters Score -2.053849e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 96040 members 
Entering Unmasked Estep 
Score: -20538478.000000 Penalty: 5986.274414
	Iteration 40F: 3 clusters Score -2.053848e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78047 members 
Mstep: Class 2 contains 96352 members 
Entering Unmasked Estep 
Score: -20538622.000000 Penalty: 5986.274414
	Iteration 41Q: 3 clusters Score -2.053862e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77696 members 
Mstep: Class 2 contains 96703 members 
Entering Unmasked Estep 
Score: -20538702.000000 Penalty: 5986.274414
	Iteration 42Q: 3 clusters Score -2.05387e+07 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77371 members 
Mstep: Class 2 contains 97028 members 
Entering Unmasked Estep 
Score: -20538746.000000 Penalty: 5986.274414
	Iteration 43Q: 3 clusters Score -2.053875e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77032 members 
Mstep: Class 2 contains 97367 members 
Entering Unmasked Estep 
Score: -20538806.000000 Penalty: 5986.274414
	Iteration 44Q: 3 clusters Score -2.053881e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76657 members 
Mstep: Class 2 contains 97742 members 
Entering Unmasked Estep 
Score: -20538860.000000 Penalty: 5986.274414
	Iteration 45Q: 3 clusters Score -2.053886e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76281 members 
Mstep: Class 2 contains 98118 members 
Entering Unmasked Estep 
Score: -20538916.000000 Penalty: 5986.274414
	Iteration 46Q: 3 clusters Score -2.053892e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75897 members 
Mstep: Class 2 contains 98502 members 
Entering Unmasked Estep 
Score: -20539046.000000 Penalty: 5986.274414
	Iteration 47Q: 3 clusters Score -2.053905e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75523 members 
Mstep: Class 2 contains 98876 members 
Entering Unmasked Estep 
Score: -20539142.000000 Penalty: 5986.274414
	Iteration 48Q: 3 clusters Score -2.053914e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 99256 members 
Entering Unmasked Estep 
Score: -20539182.000000 Penalty: 5986.274414
	Iteration 49Q: 3 clusters Score -2.053918e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74741 members 
Mstep: Class 2 contains 99658 members 
Entering Unmasked Estep 
Score: -20539190.000000 Penalty: 5986.274414
	Iteration 50Q: 3 clusters Score -2.053919e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74334 members 
Mstep: Class 2 contains 100065 members 
Entering Unmasked Estep 
Score: -20539234.000000 Penalty: 5986.274414
	Iteration 51Q: 3 clusters Score -2.053923e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73879 members 
Mstep: Class 2 contains 100520 members 
Entering Unmasked Estep 
Score: -20539330.000000 Penalty: 5986.274414
	Iteration 52Q: 3 clusters Score -2.053933e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73358 members 
Mstep: Class 2 contains 101041 members 
Entering Unmasked Estep 
Score: -20539376.000000 Penalty: 5986.274414
	Iteration 53Q: 3 clusters Score -2.053938e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72835 members 
Mstep: Class 2 contains 101564 members 
Entering Unmasked Estep 
Score: -20539488.000000 Penalty: 5986.274414
	Iteration 54Q: 3 clusters Score -2.053949e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72316 members 
Mstep: Class 2 contains 102083 members 
Entering Unmasked Estep 
Score: -20539550.000000 Penalty: 5986.274414
	Iteration 55Q: 3 clusters Score -2.053955e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71741 members 
Mstep: Class 2 contains 102658 members 
Entering Unmasked Estep 
Score: -20539636.000000 Penalty: 5986.274414
	Iteration 56Q: 3 clusters Score -2.053964e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71147 members 
Mstep: Class 2 contains 103252 members 
Entering Unmasked Estep 
Score: -20539744.000000 Penalty: 5986.274414
	Iteration 57Q: 3 clusters Score -2.053974e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70477 members 
Mstep: Class 2 contains 103922 members 
Entering Unmasked Estep 
Score: -20539864.000000 Penalty: 5986.274414
	Iteration 58Q: 3 clusters Score -2.053986e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69767 members 
Mstep: Class 2 contains 104632 members 
Entering Unmasked Estep 
Score: -20539978.000000 Penalty: 5986.274414
	Iteration 59Q: 3 clusters Score -2.053998e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 105442 members 
Entering Unmasked Estep 
Score: -20540084.000000 Penalty: 5986.274414
	Iteration 60F: 3 clusters Score -2.054008e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68106 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -20540156.000000 Penalty: 5986.274414
	Iteration 61Q: 3 clusters Score -2.054016e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67217 members 
Mstep: Class 2 contains 107182 members 
Entering Unmasked Estep 
Score: -20540266.000000 Penalty: 5986.274414
	Iteration 62Q: 3 clusters Score -2.054027e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66223 members 
Mstep: Class 2 contains 108176 members 
Entering Unmasked Estep 
Score: -20540330.000000 Penalty: 5986.274414
	Iteration 63Q: 3 clusters Score -2.054033e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65217 members 
Mstep: Class 2 contains 109182 members 
Entering Unmasked Estep 
Score: -20540464.000000 Penalty: 5986.274414
	Iteration 64Q: 3 clusters Score -2.054046e+07 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64187 members 
Mstep: Class 2 contains 110212 members 
Entering Unmasked Estep 
Score: -20540654.000000 Penalty: 5986.274414
	Iteration 65Q: 3 clusters Score -2.054065e+07 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63090 members 
Mstep: Class 2 contains 111309 members 
Entering Unmasked Estep 
Score: -20540758.000000 Penalty: 5986.274414
	Iteration 66Q: 3 clusters Score -2.054076e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61927 members 
Mstep: Class 2 contains 112472 members 
Entering Unmasked Estep 
Score: -20540934.000000 Penalty: 5986.274414
	Iteration 67Q: 3 clusters Score -2.054093e+07 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60638 members 
Mstep: Class 2 contains 113761 members 
Entering Unmasked Estep 
Score: -20541146.000000 Penalty: 5986.274414
	Iteration 68Q: 3 clusters Score -2.054115e+07 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59289 members 
Mstep: Class 2 contains 115110 members 
Entering Unmasked Estep 
Score: -20541322.000000 Penalty: 5986.274414
	Iteration 69Q: 3 clusters Score -2.054132e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57916 members 
Mstep: Class 2 contains 116483 members 
Entering Unmasked Estep 
Score: -20541576.000000 Penalty: 5986.274414
	Iteration 70Q: 3 clusters Score -2.054158e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56534 members 
Mstep: Class 2 contains 117865 members 
Entering Unmasked Estep 
Score: -20541724.000000 Penalty: 5986.274414
	Iteration 71Q: 3 clusters Score -2.054172e+07 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55047 members 
Mstep: Class 2 contains 119352 members 
Entering Unmasked Estep 
Score: -20542018.000000 Penalty: 5986.274414
	Iteration 72Q: 3 clusters Score -2.054202e+07 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53496 members 
Mstep: Class 2 contains 120903 members 
Entering Unmasked Estep 
Score: -20542304.000000 Penalty: 5986.274414
	Iteration 73Q: 3 clusters Score -2.05423e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51862 members 
Mstep: Class 2 contains 122537 members 
Entering Unmasked Estep 
Score: -20542526.000000 Penalty: 5986.274414
	Iteration 74Q: 3 clusters Score -2.054253e+07 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50157 members 
Mstep: Class 2 contains 124242 members 
Entering Unmasked Estep 
Score: -20542948.000000 Penalty: 5986.274414
	Iteration 75Q: 3 clusters Score -2.054295e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48347 members 
Mstep: Class 2 contains 126052 members 
Entering Unmasked Estep 
Score: -20543276.000000 Penalty: 5986.274414
	Iteration 76Q: 3 clusters Score -2.054328e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Mstep: Class 2 contains 127995 members 
Entering Unmasked Estep 
Score: -20543522.000000 Penalty: 5986.274414
	Iteration 77Q: 3 clusters Score -2.054352e+07 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 130087 members 
Entering Unmasked Estep 
Score: -20543948.000000 Penalty: 5986.274414
	Iteration 78Q: 3 clusters Score -2.054395e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 132256 members 
Entering Unmasked Estep 
Score: -20544420.000000 Penalty: 5986.274414
	Iteration 79Q: 3 clusters Score -2.054442e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 134596 members 
Entering Unmasked Estep 
Score: -20545044.000000 Penalty: 5986.274414
	Iteration 80F: 3 clusters Score -2.054504e+07 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 137040 members 
Entering Unmasked Estep 
Score: -20545670.000000 Penalty: 5986.274414
	Iteration 81Q: 3 clusters Score -2.054567e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34866 members 
Mstep: Class 2 contains 139533 members 
Entering Unmasked Estep 
Score: -20546372.000000 Penalty: 5986.274414
	Iteration 82Q: 3 clusters Score -2.054637e+07 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 142198 members 
Entering Unmasked Estep 
Score: -20547122.000000 Penalty: 5986.274414
	Iteration 83Q: 3 clusters Score -2.054712e+07 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 144939 members 
Entering Unmasked Estep 
Score: -20548026.000000 Penalty: 5986.274414
	Iteration 84Q: 3 clusters Score -2.054803e+07 nChanged 2850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 147789 members 
Entering Unmasked Estep 
Score: -20548998.000000 Penalty: 5986.274414
	Iteration 85Q: 3 clusters Score -2.0549e+07 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 150640 members 
Entering Unmasked Estep 
Score: -20550092.000000 Penalty: 5986.274414
	Iteration 86Q: 3 clusters Score -2.055009e+07 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 153395 members 
Entering Unmasked Estep 
Score: -20551108.000000 Penalty: 5986.274414
	Iteration 87Q: 3 clusters Score -2.055111e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 155947 members 
Entering Unmasked Estep 
Score: -20551878.000000 Penalty: 5986.274414
	Iteration 88Q: 3 clusters Score -2.055188e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 158368 members 
Entering Unmasked Estep 
Score: -20552848.000000 Penalty: 5986.274414
	Iteration 89Q: 3 clusters Score -2.055285e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13776 members 
Mstep: Class 2 contains 160623 members 
Entering Unmasked Estep 
Score: -20553732.000000 Penalty: 5986.274414
	Iteration 90Q: 3 clusters Score -2.055373e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11752 members 
Mstep: Class 2 contains 162647 members 
Entering Unmasked Estep 
Score: -20554440.000000 Penalty: 5986.274414
	Iteration 91Q: 3 clusters Score -2.055444e+07 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 164436 members 
Entering Unmasked Estep 
Score: -20555062.000000 Penalty: 5986.274414
	Iteration 92Q: 3 clusters Score -2.055506e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 165998 members 
Entering Unmasked Estep 
Score: -20555688.000000 Penalty: 5986.274414
	Iteration 93Q: 3 clusters Score -2.055569e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 167297 members 
Entering Unmasked Estep 
Score: -20556106.000000 Penalty: 5986.274414
	Iteration 94Q: 3 clusters Score -2.055611e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 168333 members 
Entering Unmasked Estep 
Score: -20556514.000000 Penalty: 5986.274414
	Iteration 95Q: 3 clusters Score -2.055651e+07 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 169182 members 
Entering Unmasked Estep 
Score: -20556798.000000 Penalty: 5986.274414
	Iteration 96Q: 3 clusters Score -2.05568e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 169824 members 
Entering Unmasked Estep 
Score: -20556986.000000 Penalty: 5986.274414
	Iteration 97Q: 3 clusters Score -2.055699e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 170339 members 
Entering Unmasked Estep 
Score: -20557100.000000 Penalty: 5986.274414
	Iteration 98Q: 3 clusters Score -2.05571e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 170763 members 
Entering Unmasked Estep 
Score: -20557234.000000 Penalty: 5986.274414
	Iteration 99Q: 3 clusters Score -2.055723e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 171106 members 
Entering Unmasked Estep 
Score: -20557370.000000 Penalty: 5986.274414
	Iteration 100F: 3 clusters Score -2.055737e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3026 members 
Mstep: Class 2 contains 171373 members 
Entering Unmasked Estep 
Score: -20557464.000000 Penalty: 5986.274414
	Iteration 101Q: 3 clusters Score -2.055746e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 171613 members 
Entering Unmasked Estep 
Score: -20557542.000000 Penalty: 5986.274414
	Iteration 102Q: 3 clusters Score -2.055754e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 171824 members 
Entering Unmasked Estep 
Score: -20557608.000000 Penalty: 5986.274414
	Iteration 103Q: 3 clusters Score -2.055761e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 171981 members 
Entering Unmasked Estep 
Score: -20557704.000000 Penalty: 5986.274414
	Iteration 104Q: 3 clusters Score -2.05577e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 172110 members 
Entering Unmasked Estep 
Score: -20557738.000000 Penalty: 5986.274414
	Iteration 105Q: 3 clusters Score -2.055774e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 172238 members 
Entering Unmasked Estep 
Score: -20557740.000000 Penalty: 5986.274414
	Iteration 106Q: 3 clusters Score -2.055774e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 172341 members 
Entering Unmasked Estep 
Score: -20557768.000000 Penalty: 5986.274414
	Iteration 107Q: 3 clusters Score -2.055777e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 172412 members 
Entering Unmasked Estep 
Score: -20557766.000000 Penalty: 5986.274414
	Iteration 108Q: 3 clusters Score -2.055777e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 172484 members 
Entering Unmasked Estep 
Score: -20557814.000000 Penalty: 5986.274414
	Iteration 109Q: 3 clusters Score -2.055781e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 172551 members 
Entering Unmasked Estep 
Score: -20557824.000000 Penalty: 5986.274414
	Iteration 110Q: 3 clusters Score -2.055782e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 172613 members 
Entering Unmasked Estep 
Score: -20557848.000000 Penalty: 5986.274414
	Iteration 111Q: 3 clusters Score -2.055785e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 172661 members 
Entering Unmasked Estep 
Score: -20557858.000000 Penalty: 5986.274414
	Iteration 112Q: 3 clusters Score -2.055786e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 172717 members 
Entering Unmasked Estep 
Score: -20557868.000000 Penalty: 5986.274414
	Iteration 113Q: 3 clusters Score -2.055787e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 172766 members 
Entering Unmasked Estep 
Score: -20557884.000000 Penalty: 5986.274414
	Iteration 114Q: 3 clusters Score -2.055788e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 172797 members 
Entering Unmasked Estep 
Score: -20557896.000000 Penalty: 5986.274414
	Iteration 115Q: 3 clusters Score -2.05579e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 172835 members 
Entering Unmasked Estep 
Score: -20557888.000000 Penalty: 5986.274414
	Iteration 116Q: 3 clusters Score -2.055789e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 172863 members 
Entering Unmasked Estep 
Score: -20557914.000000 Penalty: 5986.274414
	Iteration 117Q: 3 clusters Score -2.055791e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 172897 members 
Entering Unmasked Estep 
Score: -20557908.000000 Penalty: 5986.274414
	Iteration 118Q: 3 clusters Score -2.055791e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 172930 members 
Entering Unmasked Estep 
Score: -20557924.000000 Penalty: 5986.274414
	Iteration 119Q: 3 clusters Score -2.055792e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 172953 members 
Entering Unmasked Estep 
Score: -20557946.000000 Penalty: 5986.274414
	Iteration 120F: 3 clusters Score -2.055795e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 172964 members 
Entering Unmasked Estep 
Score: -20557964.000000 Penalty: 5986.274414
	Iteration 121Q: 3 clusters Score -2.055796e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 172973 members 
Entering Unmasked Estep 
Score: -20557954.000000 Penalty: 5986.274414
	Iteration 122Q: 3 clusters Score -2.055795e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 172983 members 
Entering Unmasked Estep 
Score: -20557966.000000 Penalty: 5986.274414
	Iteration 123Q: 3 clusters Score -2.055797e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 172992 members 
Entering Unmasked Estep 
Score: -20557980.000000 Penalty: 5986.274414
	Iteration 124Q: 3 clusters Score -2.055798e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 173005 members 
Entering Unmasked Estep 
Score: -20557956.000000 Penalty: 5986.274414
	Iteration 125Q: 3 clusters Score -2.055796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 173013 members 
Entering Unmasked Estep 
Score: -20557966.000000 Penalty: 5986.274414
	Iteration 126Q: 3 clusters Score -2.055797e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 173023 members 
Entering Unmasked Estep 
Score: -20557964.000000 Penalty: 5986.274414
	Iteration 127Q: 3 clusters Score -2.055796e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 173030 members 
Entering Unmasked Estep 
Score: -20557988.000000 Penalty: 5986.274414
	Iteration 128Q: 3 clusters Score -2.055799e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 173033 members 
Entering Unmasked Estep 
Score: -20557980.000000 Penalty: 5986.274414
	Iteration 129Q: 3 clusters Score -2.055798e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 173035 members 
Entering Unmasked Estep 
Score: -20557972.000000 Penalty: 5986.274414
	Iteration 130Q: 3 clusters Score -2.055797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 173038 members 
Entering Unmasked Estep 
Score: -20557976.000000 Penalty: 5986.274414
	Iteration 131Q: 3 clusters Score -2.055798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 173037 members 
Entering Unmasked Estep 
Score: -20557976.000000 Penalty: 5986.274414
	Iteration 132Q: 3 clusters Score -2.055798e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 173038 members 
Entering Unmasked Estep 
Score: -20557980.000000 Penalty: 5986.274414
	Iteration 133Q: 3 clusters Score -2.055798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 173039 members 
Entering Unmasked Estep 
Score: -20557972.000000 Penalty: 5986.274414
	Iteration 134Q: 3 clusters Score -2.055797e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 173043 members 
Entering Unmasked Estep 
Score: -20557978.000000 Penalty: 5986.274414
	Iteration 135Q: 3 clusters Score -2.055798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 173046 members 
Entering Unmasked Estep 
Score: -20557986.000000 Penalty: 5986.274414
	Iteration 136Q: 3 clusters Score -2.055799e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 173050 members 
Entering Unmasked Estep 
Score: -20557970.000000 Penalty: 5986.274414
	Iteration 137Q: 3 clusters Score -2.055797e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 173052 members 
Entering Unmasked Estep 
Score: -20557980.000000 Penalty: 5986.274414
	Iteration 138Q: 3 clusters Score -2.055798e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 173054 members 
Entering Unmasked Estep 
Score: -20557986.000000 Penalty: 5986.274414
	Iteration 139Q: 3 clusters Score -2.055799e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 173054 members 
Entering Unmasked Estep 
Score: -20557986.000000 Penalty: 5986.274414
	Iteration 140F: 3 clusters Score -2.055799e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Entering Unmasked Estep 
Score: -398230.906250 Penalty: 2024.586792
	Iteration 0F: 2 clusters Score -398230.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -394656.125000 Penalty: 4049.173584
	Iteration 0F: 3 clusters Score -394656.1 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -395415.000000 Penalty: 4049.173584
	Iteration 1F: 3 clusters Score -395415 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -395571.687500 Penalty: 4049.173584
	Iteration 2F: 3 clusters Score -395571.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -395657.406250 Penalty: 4049.173584
	Iteration 3Q: 3 clusters Score -395657.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -395712.843750 Penalty: 4049.173584
	Iteration 4Q: 3 clusters Score -395712.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -395754.562500 Penalty: 4049.173584
	Iteration 5Q: 3 clusters Score -395754.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -395776.937500 Penalty: 4049.173584
	Iteration 6Q: 3 clusters Score -395776.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -395795.343750 Penalty: 4049.173584
	Iteration 7Q: 3 clusters Score -395795.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -395804.968750 Penalty: 4049.173584
	Iteration 8Q: 3 clusters Score -395805 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -395811.375000 Penalty: 4049.173584
	Iteration 9Q: 3 clusters Score -395811.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -395817.812500 Penalty: 4049.173584
	Iteration 10Q: 3 clusters Score -395817.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -395826.218750 Penalty: 4049.173584
	Iteration 11Q: 3 clusters Score -395826.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -395832.218750 Penalty: 4049.173584
	Iteration 12Q: 3 clusters Score -395832.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -395836.031250 Penalty: 4049.173584
	Iteration 13Q: 3 clusters Score -395836 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -395838.125000 Penalty: 4049.173584
	Iteration 14Q: 3 clusters Score -395838.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -395839.031250 Penalty: 4049.173584
	Iteration 15Q: 3 clusters Score -395839 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -395840.718750 Penalty: 4049.173584
	Iteration 16Q: 3 clusters Score -395840.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -395842.500000 Penalty: 4049.173584
	Iteration 17Q: 3 clusters Score -395842.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -395846.125000 Penalty: 4049.173584
	Iteration 18Q: 3 clusters Score -395846.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -395848.906250 Penalty: 4049.173584
	Iteration 19Q: 3 clusters Score -395848.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -395851.312500 Penalty: 4049.173584
	Iteration 20F: 3 clusters Score -395851.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -395852.656250 Penalty: 4049.173584
	Iteration 21Q: 3 clusters Score -395852.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -395854.562500 Penalty: 4049.173584
	Iteration 22Q: 3 clusters Score -395854.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -395856.031250 Penalty: 4049.173584
	Iteration 23Q: 3 clusters Score -395856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -395857.968750 Penalty: 4049.173584
	Iteration 24Q: 3 clusters Score -395858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -395858.187500 Penalty: 4049.173584
	Iteration 25Q: 3 clusters Score -395858.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -395859.281250 Penalty: 4049.173584
	Iteration 26Q: 3 clusters Score -395859.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -395859.250000 Penalty: 4049.173584
	Iteration 27Q: 3 clusters Score -395859.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -395859.250000 Penalty: 4049.173584
	Iteration 28F: 3 clusters Score -395859.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (268110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268110 members 
Entering Unmasked Estep 
Score: -31528554.000000 Penalty: 3099.789795
	Iteration 0F: 2 clusters Score -3.152855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134277 members 
Mstep: Class 2 contains 133833 members 
Entering Unmasked Estep 
Score: -31355104.000000 Penalty: 6199.579590
	Iteration 0F: 3 clusters Score -3.13551e+07 nChanged 129476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138705 members 
Mstep: Class 2 contains 129405 members 
Entering Unmasked Estep 
Score: -31430914.000000 Penalty: 6199.579590
	Iteration 1F: 3 clusters Score -3.143091e+07 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142161 members 
Mstep: Class 2 contains 125949 members 
Entering Unmasked Estep 
Score: -31432024.000000 Penalty: 6199.579590
	Iteration 2Q: 3 clusters Score -3.143202e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147623 members 
Mstep: Class 2 contains 120487 members 
Entering Unmasked Estep 
Score: -31433466.000000 Penalty: 6199.579590
	Iteration 3Q: 3 clusters Score -3.143347e+07 nChanged 9234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156119 members 
Mstep: Class 2 contains 111991 members 
Entering Unmasked Estep 
Score: -31436416.000000 Penalty: 6199.579590
	Iteration 4Q: 3 clusters Score -3.143642e+07 nChanged 13257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169046 members 
Mstep: Class 2 contains 99064 members 
Entering Unmasked Estep 
Score: -31442312.000000 Penalty: 6199.579590
	Iteration 5Q: 3 clusters Score -3.144231e+07 nChanged 18765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187689 members 
Mstep: Class 2 contains 80421 members 
Entering Unmasked Estep 
Score: -31453176.000000 Penalty: 6199.579590
	Iteration 6F: 3 clusters Score -3.145318e+07 nChanged 23726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211367 members 
Mstep: Class 2 contains 56743 members 
Entering Unmasked Estep 
Score: -31471190.000000 Penalty: 6199.579590
	Iteration 7F: 3 clusters Score -3.147119e+07 nChanged 24709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236070 members 
Mstep: Class 2 contains 32040 members 
Entering Unmasked Estep 
Score: -31493870.000000 Penalty: 6199.579590
	Iteration 8F: 3 clusters Score -3.149387e+07 nChanged 18576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254644 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -31512554.000000 Penalty: 6199.579590
	Iteration 9F: 3 clusters Score -3.151255e+07 nChanged 9053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263693 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -31521516.000000 Penalty: 6199.579590
	Iteration 10Q: 3 clusters Score -3.152152e+07 nChanged 2939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266632 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -31524360.000000 Penalty: 6199.579590
	Iteration 11Q: 3 clusters Score -3.152436e+07 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267445 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -31525244.000000 Penalty: 6199.579590
	Iteration 12Q: 3 clusters Score -3.152524e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267703 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -31525512.000000 Penalty: 6199.579590
	Iteration 13Q: 3 clusters Score -3.152551e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267770 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -31525562.000000 Penalty: 6199.579590
	Iteration 14Q: 3 clusters Score -3.152556e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267787 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -31525640.000000 Penalty: 6199.579590
	Iteration 15Q: 3 clusters Score -3.152564e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267796 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -31525650.000000 Penalty: 6199.579590
	Iteration 16Q: 3 clusters Score -3.152565e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267805 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -31525678.000000 Penalty: 6199.579590
	Iteration 17Q: 3 clusters Score -3.152568e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267812 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -31525690.000000 Penalty: 6199.579590
	Iteration 18Q: 3 clusters Score -3.152569e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267814 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -31525700.000000 Penalty: 6199.579590
	Iteration 19Q: 3 clusters Score -3.15257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267818 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31525708.000000 Penalty: 6199.579590
	Iteration 20F: 3 clusters Score -3.152571e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267818 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -31525720.000000 Penalty: 6199.579590
	Iteration 21Q: 3 clusters Score -3.152572e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267821 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31525730.000000 Penalty: 6199.579590
	Iteration 22Q: 3 clusters Score -3.152573e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267820 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -31525738.000000 Penalty: 6199.579590
	Iteration 23Q: 3 clusters Score -3.152574e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267821 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31525730.000000 Penalty: 6199.579590
	Iteration 24Q: 3 clusters Score -3.152573e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267821 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -31525730.000000 Penalty: 6199.579590
	Iteration 25F: 3 clusters Score -3.152573e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (83274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83274 members 
Entering Unmasked Estep 
Score: -9527559.000000 Penalty: 2809.812988
	Iteration 0F: 2 clusters Score -9527559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41892 members 
Mstep: Class 2 contains 41382 members 
Entering Unmasked Estep 
Score: -9471774.000000 Penalty: 5619.625977
	Iteration 0F: 3 clusters Score -9471774 nChanged 39079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 40075 members 
Entering Unmasked Estep 
Score: -9493801.000000 Penalty: 5619.625977
	Iteration 1F: 3 clusters Score -9493801 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -9494477.000000 Penalty: 5619.625977
	Iteration 2Q: 3 clusters Score -9494477 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46075 members 
Mstep: Class 2 contains 37199 members 
Entering Unmasked Estep 
Score: -9495336.000000 Penalty: 5619.625977
	Iteration 3Q: 3 clusters Score -9495336 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48761 members 
Mstep: Class 2 contains 34513 members 
Entering Unmasked Estep 
Score: -9496541.000000 Penalty: 5619.625977
	Iteration 4Q: 3 clusters Score -9496541 nChanged 4254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52733 members 
Mstep: Class 2 contains 30541 members 
Entering Unmasked Estep 
Score: -9498735.000000 Penalty: 5619.625977
	Iteration 5F: 3 clusters Score -9498735 nChanged 5619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58226 members 
Mstep: Class 2 contains 25048 members 
Entering Unmasked Estep 
Score: -9502304.000000 Penalty: 5619.625977
	Iteration 6F: 3 clusters Score -9502304 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65102 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -9507730.000000 Penalty: 5619.625977
	Iteration 7F: 3 clusters Score -9507730 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72459 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -9514526.000000 Penalty: 5619.625977
	Iteration 8F: 3 clusters Score -9514526 nChanged 5955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78414 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -9520371.000000 Penalty: 5619.625977
	Iteration 9F: 3 clusters Score -9520371 nChanged 3168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81582 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9523408.000000 Penalty: 5619.625977
	Iteration 10Q: 3 clusters Score -9523408 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82692 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9524499.000000 Penalty: 5619.625977
	Iteration 11Q: 3 clusters Score -9524499 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82956 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9524828.000000 Penalty: 5619.625977
	Iteration 12Q: 3 clusters Score -9524828 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83021 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9524937.000000 Penalty: 5619.625977
	Iteration 13Q: 3 clusters Score -9524937 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83047 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -9525004.000000 Penalty: 5619.625977
	Iteration 14Q: 3 clusters Score -9525004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83056 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -9525028.000000 Penalty: 5619.625977
	Iteration 15Q: 3 clusters Score -9525028 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83059 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9525041.000000 Penalty: 5619.625977
	Iteration 16Q: 3 clusters Score -9525041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9525051.000000 Penalty: 5619.625977
	Iteration 17Q: 3 clusters Score -9525051 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83063 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -9525057.000000 Penalty: 5619.625977
	Iteration 18Q: 3 clusters Score -9525057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83064 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -9525055.000000 Penalty: 5619.625977
	Iteration 19Q: 3 clusters Score -9525055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83062 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -9525064.000000 Penalty: 5619.625977
	Iteration 20F: 3 clusters Score -9525064 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Entering Unmasked Estep 
Score: -1268361.875000 Penalty: 2314.320801
	Iteration 0F: 2 clusters Score -1268362 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5592 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -1259813.625000 Penalty: 4628.641602
	Iteration 0F: 3 clusters Score -1259814 nChanged 4780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -1262470.250000 Penalty: 4628.641602
	Iteration 1F: 3 clusters Score -1262470 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 6296 members 
Entering Unmasked Estep 
Score: -1262829.250000 Penalty: 4628.641602
	Iteration 2F: 3 clusters Score -1262829 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1263116.125000 Penalty: 4628.641602
	Iteration 3F: 3 clusters Score -1263116 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
Score: -1263401.250000 Penalty: 4628.641602
	Iteration 4Q: 3 clusters Score -1263401 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 7055 members 
Entering Unmasked Estep 
Score: -1263649.750000 Penalty: 4628.641602
	Iteration 5Q: 3 clusters Score -1263650 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1263846.125000 Penalty: 4628.641602
	Iteration 6Q: 3 clusters Score -1263846 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -1264031.375000 Penalty: 4628.641602
	Iteration 7Q: 3 clusters Score -1264031 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 7916 members 
Entering Unmasked Estep 
Score: -1264225.000000 Penalty: 4628.641602
	Iteration 8Q: 3 clusters Score -1264225 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1264429.625000 Penalty: 4628.641602
	Iteration 9Q: 3 clusters Score -1264430 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1264638.000000 Penalty: 4628.641602
	Iteration 10Q: 3 clusters Score -1264638 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -1264842.500000 Penalty: 4628.641602
	Iteration 11Q: 3 clusters Score -1264842 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 9272 members 
Entering Unmasked Estep 
Score: -1265069.125000 Penalty: 4628.641602
	Iteration 12Q: 3 clusters Score -1265069 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -1265271.875000 Penalty: 4628.641602
	Iteration 13Q: 3 clusters Score -1265272 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -1265492.125000 Penalty: 4628.641602
	Iteration 14Q: 3 clusters Score -1265492 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1265706.125000 Penalty: 4628.641602
	Iteration 15Q: 3 clusters Score -1265706 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -1265868.375000 Penalty: 4628.641602
	Iteration 16Q: 3 clusters Score -1265868 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -1265994.250000 Penalty: 4628.641602
	Iteration 17Q: 3 clusters Score -1265994 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -1266078.750000 Penalty: 4628.641602
	Iteration 18Q: 3 clusters Score -1266079 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -1266143.875000 Penalty: 4628.641602
	Iteration 19Q: 3 clusters Score -1266144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 10718 members 
Entering Unmasked Estep 
Score: -1266188.375000 Penalty: 4628.641602
	Iteration 20F: 3 clusters Score -1266188 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -1266215.625000 Penalty: 4628.641602
	Iteration 21Q: 3 clusters Score -1266216 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -1266240.250000 Penalty: 4628.641602
	Iteration 22Q: 3 clusters Score -1266240 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -1266262.375000 Penalty: 4628.641602
	Iteration 23Q: 3 clusters Score -1266262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -1266281.500000 Penalty: 4628.641602
	Iteration 24Q: 3 clusters Score -1266282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1266298.375000 Penalty: 4628.641602
	Iteration 25Q: 3 clusters Score -1266298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 10844 members 
Entering Unmasked Estep 
Score: -1266318.000000 Penalty: 4628.641602
	Iteration 26Q: 3 clusters Score -1266318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1266325.500000 Penalty: 4628.641602
	Iteration 27Q: 3 clusters Score -1266326 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -1266335.000000 Penalty: 4628.641602
	Iteration 28Q: 3 clusters Score -1266335 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -1266346.375000 Penalty: 4628.641602
	Iteration 29Q: 3 clusters Score -1266346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -1266352.125000 Penalty: 4628.641602
	Iteration 30Q: 3 clusters Score -1266352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -1266361.125000 Penalty: 4628.641602
	Iteration 31Q: 3 clusters Score -1266361 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
Score: -1266361.875000 Penalty: 4628.641602
	Iteration 32Q: 3 clusters Score -1266362 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1266362.500000 Penalty: 4628.641602
	Iteration 33Q: 3 clusters Score -1266362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1266365.875000 Penalty: 4628.641602
	Iteration 34Q: 3 clusters Score -1266366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -1266365.500000 Penalty: 4628.641602
	Iteration 35Q: 3 clusters Score -1266366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -1266366.500000 Penalty: 4628.641602
	Iteration 36Q: 3 clusters Score -1266366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -1266367.750000 Penalty: 4628.641602
	Iteration 37Q: 3 clusters Score -1266368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -1266368.375000 Penalty: 4628.641602
	Iteration 38Q: 3 clusters Score -1266368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1266371.625000 Penalty: 4628.641602
	Iteration 39Q: 3 clusters Score -1266372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -1266371.625000 Penalty: 4628.641602
	Iteration 40F: 3 clusters Score -1266372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Entering Unmasked Estep 
Score: -983271.187500 Penalty: 2253.081055
	Iteration 0F: 2 clusters Score -983271.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -976383.812500 Penalty: 4506.162109
	Iteration 0F: 3 clusters Score -976383.8 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4196 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -978543.187500 Penalty: 4506.162109
	Iteration 1F: 3 clusters Score -978543.2 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -979102.625000 Penalty: 4506.162109
	Iteration 2F: 3 clusters Score -979102.6 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -979599.625000 Penalty: 4506.162109
	Iteration 3F: 3 clusters Score -979599.6 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -980040.687500 Penalty: 4506.162109
	Iteration 4F: 3 clusters Score -980040.7 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -980481.062500 Penalty: 4506.162109
	Iteration 5F: 3 clusters Score -980481.1 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -980869.937500 Penalty: 4506.162109
	Iteration 6F: 3 clusters Score -980869.9 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -981188.250000 Penalty: 4506.162109
	Iteration 7Q: 3 clusters Score -981188.2 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -981427.187500 Penalty: 4506.162109
	Iteration 8Q: 3 clusters Score -981427.2 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -981616.000000 Penalty: 4506.162109
	Iteration 9Q: 3 clusters Score -981616 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -981782.937500 Penalty: 4506.162109
	Iteration 10Q: 3 clusters Score -981782.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -981954.375000 Penalty: 4506.162109
	Iteration 11Q: 3 clusters Score -981954.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -982065.125000 Penalty: 4506.162109
	Iteration 12Q: 3 clusters Score -982065.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -982116.187500 Penalty: 4506.162109
	Iteration 13Q: 3 clusters Score -982116.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -982142.437500 Penalty: 4506.162109
	Iteration 14Q: 3 clusters Score -982142.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -982161.750000 Penalty: 4506.162109
	Iteration 15Q: 3 clusters Score -982161.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -982175.500000 Penalty: 4506.162109
	Iteration 16Q: 3 clusters Score -982175.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -982193.625000 Penalty: 4506.162109
	Iteration 17Q: 3 clusters Score -982193.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 7955 members 
Entering Unmasked Estep 
Score: -982202.125000 Penalty: 4506.162109
	Iteration 18Q: 3 clusters Score -982202.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -982216.312500 Penalty: 4506.162109
	Iteration 19Q: 3 clusters Score -982216.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -982223.187500 Penalty: 4506.162109
	Iteration 20F: 3 clusters Score -982223.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -982228.312500 Penalty: 4506.162109
	Iteration 21Q: 3 clusters Score -982228.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -982234.687500 Penalty: 4506.162109
	Iteration 22Q: 3 clusters Score -982234.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -982238.375000 Penalty: 4506.162109
	Iteration 23Q: 3 clusters Score -982238.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -982241.250000 Penalty: 4506.162109
	Iteration 24Q: 3 clusters Score -982241.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -982243.812500 Penalty: 4506.162109
	Iteration 25Q: 3 clusters Score -982243.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -982245.062500 Penalty: 4506.162109
	Iteration 26Q: 3 clusters Score -982245.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -982248.187500 Penalty: 4506.162109
	Iteration 27Q: 3 clusters Score -982248.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -982250.062500 Penalty: 4506.162109
	Iteration 28Q: 3 clusters Score -982250.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 8035 members 
Entering Unmasked Estep 
Score: -982251.687500 Penalty: 4506.162109
	Iteration 29Q: 3 clusters Score -982251.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -982252.562500 Penalty: 4506.162109
	Iteration 30Q: 3 clusters Score -982252.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -982252.562500 Penalty: 4506.162109
	Iteration 31F: 3 clusters Score -982252.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19778 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19778 members 
Entering Unmasked Estep 
Score: -2220860.500000 Penalty: 2453.296631
	Iteration 0F: 2 clusters Score -2220860 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2206974.500000 Penalty: 4906.593262
	Iteration 0F: 3 clusters Score -2206974 nChanged 8633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 9850 members 
Entering Unmasked Estep 
Score: -2211606.500000 Penalty: 4906.593262
	Iteration 1F: 3 clusters Score -2211606 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 9803 members 
Entering Unmasked Estep 
Score: -2211987.250000 Penalty: 4906.593262
	Iteration 2F: 3 clusters Score -2211987 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -2212331.250000 Penalty: 4906.593262
	Iteration 3Q: 3 clusters Score -2212331 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2212696.250000 Penalty: 4906.593262
	Iteration 4Q: 3 clusters Score -2212696 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -2213097.500000 Penalty: 4906.593262
	Iteration 5Q: 3 clusters Score -2213098 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 9631 members 
Entering Unmasked Estep 
Score: -2213510.000000 Penalty: 4906.593262
	Iteration 6Q: 3 clusters Score -2213510 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 9571 members 
Entering Unmasked Estep 
Score: -2213949.000000 Penalty: 4906.593262
	Iteration 7Q: 3 clusters Score -2213949 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2214365.250000 Penalty: 4906.593262
	Iteration 8Q: 3 clusters Score -2214365 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 9309 members 
Entering Unmasked Estep 
Score: -2214786.000000 Penalty: 4906.593262
	Iteration 9Q: 3 clusters Score -2214786 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -2215137.250000 Penalty: 4906.593262
	Iteration 10Q: 3 clusters Score -2215137 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2215476.250000 Penalty: 4906.593262
	Iteration 11Q: 3 clusters Score -2215476 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2215781.250000 Penalty: 4906.593262
	Iteration 12Q: 3 clusters Score -2215781 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -2216026.500000 Penalty: 4906.593262
	Iteration 13Q: 3 clusters Score -2216026 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -2216229.000000 Penalty: 4906.593262
	Iteration 14Q: 3 clusters Score -2216229 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -2216400.250000 Penalty: 4906.593262
	Iteration 15Q: 3 clusters Score -2216400 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -2216538.750000 Penalty: 4906.593262
	Iteration 16Q: 3 clusters Score -2216539 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12231 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -2216664.250000 Penalty: 4906.593262
	Iteration 17Q: 3 clusters Score -2216664 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -2216765.250000 Penalty: 4906.593262
	Iteration 18Q: 3 clusters Score -2216765 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -2216836.000000 Penalty: 4906.593262
	Iteration 19Q: 3 clusters Score -2216836 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -2216937.000000 Penalty: 4906.593262
	Iteration 20F: 3 clusters Score -2216937 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -2217013.000000 Penalty: 4906.593262
	Iteration 21Q: 3 clusters Score -2217013 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -2217107.250000 Penalty: 4906.593262
	Iteration 22Q: 3 clusters Score -2217107 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13616 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -2217190.250000 Penalty: 4906.593262
	Iteration 23Q: 3 clusters Score -2217190 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2217292.750000 Penalty: 4906.593262
	Iteration 24Q: 3 clusters Score -2217293 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -2217385.250000 Penalty: 4906.593262
	Iteration 25Q: 3 clusters Score -2217385 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 5432 members 
Entering Unmasked Estep 
Score: -2217471.500000 Penalty: 4906.593262
	Iteration 26Q: 3 clusters Score -2217472 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -2217570.000000 Penalty: 4906.593262
	Iteration 27Q: 3 clusters Score -2217570 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -2217661.750000 Penalty: 4906.593262
	Iteration 28Q: 3 clusters Score -2217662 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2217758.500000 Penalty: 4906.593262
	Iteration 29Q: 3 clusters Score -2217758 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15265 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -2217839.750000 Penalty: 4906.593262
	Iteration 30Q: 3 clusters Score -2217840 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -2217920.750000 Penalty: 4906.593262
	Iteration 31Q: 3 clusters Score -2217921 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -2218003.500000 Penalty: 4906.593262
	Iteration 32Q: 3 clusters Score -2218004 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -2218098.500000 Penalty: 4906.593262
	Iteration 33Q: 3 clusters Score -2218098 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -2218173.250000 Penalty: 4906.593262
	Iteration 34Q: 3 clusters Score -2218173 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -2218240.750000 Penalty: 4906.593262
	Iteration 35Q: 3 clusters Score -2218241 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -2218303.250000 Penalty: 4906.593262
	Iteration 36Q: 3 clusters Score -2218303 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -2218358.750000 Penalty: 4906.593262
	Iteration 37Q: 3 clusters Score -2218359 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2218414.750000 Penalty: 4906.593262
	Iteration 38Q: 3 clusters Score -2218415 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16957 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -2218484.750000 Penalty: 4906.593262
	Iteration 39Q: 3 clusters Score -2218485 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -2218524.500000 Penalty: 4906.593262
	Iteration 40F: 3 clusters Score -2218524 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -2218565.250000 Penalty: 4906.593262
	Iteration 41Q: 3 clusters Score -2218565 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2218592.000000 Penalty: 4906.593262
	Iteration 42Q: 3 clusters Score -2218592 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -2218632.750000 Penalty: 4906.593262
	Iteration 43Q: 3 clusters Score -2218633 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -2218663.000000 Penalty: 4906.593262
	Iteration 44Q: 3 clusters Score -2218663 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17571 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -2218689.500000 Penalty: 4906.593262
	Iteration 45Q: 3 clusters Score -2218690 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2218712.750000 Penalty: 4906.593262
	Iteration 46Q: 3 clusters Score -2218713 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -2218725.000000 Penalty: 4906.593262
	Iteration 47Q: 3 clusters Score -2218725 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2218743.250000 Penalty: 4906.593262
	Iteration 48Q: 3 clusters Score -2218743 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -2218757.750000 Penalty: 4906.593262
	Iteration 49Q: 3 clusters Score -2218758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2218768.500000 Penalty: 4906.593262
	Iteration 50Q: 3 clusters Score -2218768 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -2218774.250000 Penalty: 4906.593262
	Iteration 51Q: 3 clusters Score -2218774 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2218781.750000 Penalty: 4906.593262
	Iteration 52Q: 3 clusters Score -2218782 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2218794.000000 Penalty: 4906.593262
	Iteration 53Q: 3 clusters Score -2218794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2218793.500000 Penalty: 4906.593262
	Iteration 54Q: 3 clusters Score -2218794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -2218794.000000 Penalty: 4906.593262
	Iteration 55Q: 3 clusters Score -2218794 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2218796.000000 Penalty: 4906.593262
	Iteration 56Q: 3 clusters Score -2218796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2218798.000000 Penalty: 4906.593262
	Iteration 57Q: 3 clusters Score -2218798 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18004 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -2218805.250000 Penalty: 4906.593262
	Iteration 58Q: 3 clusters Score -2218805 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -2218810.500000 Penalty: 4906.593262
	Iteration 59Q: 3 clusters Score -2218810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -2218810.750000 Penalty: 4906.593262
	Iteration 60F: 3 clusters Score -2218811 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -2218813.250000 Penalty: 4906.593262
	Iteration 61Q: 3 clusters Score -2218813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -2218816.250000 Penalty: 4906.593262
	Iteration 62Q: 3 clusters Score -2218816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -2218815.750000 Penalty: 4906.593262
	Iteration 63Q: 3 clusters Score -2218816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2218818.500000 Penalty: 4906.593262
	Iteration 64Q: 3 clusters Score -2218818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -2218817.750000 Penalty: 4906.593262
	Iteration 65Q: 3 clusters Score -2218818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18051 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2218816.500000 Penalty: 4906.593262
	Iteration 66Q: 3 clusters Score -2218816 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2218817.750000 Penalty: 4906.593262
	Iteration 67Q: 3 clusters Score -2218818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18053 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -2218817.500000 Penalty: 4906.593262
	Iteration 68Q: 3 clusters Score -2218818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2218819.250000 Penalty: 4906.593262
	Iteration 69Q: 3 clusters Score -2218819 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2218819.750000 Penalty: 4906.593262
	Iteration 70Q: 3 clusters Score -2218820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18057 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -2218819.750000 Penalty: 4906.593262
	Iteration 71F: 3 clusters Score -2218820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (156917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156917 members 
Entering Unmasked Estep 
Score: -18450800.000000 Penalty: 2966.941162
	Iteration 0F: 2 clusters Score -1.84508e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78658 members 
Mstep: Class 2 contains 78259 members 
Entering Unmasked Estep 
Score: -18346610.000000 Penalty: 5933.882324
	Iteration 0F: 3 clusters Score -1.834661e+07 nChanged 74934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83142 members 
Mstep: Class 2 contains 73775 members 
Entering Unmasked Estep 
Score: -18389996.000000 Penalty: 5933.882324
	Iteration 1F: 3 clusters Score -1.839e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85897 members 
Mstep: Class 2 contains 71020 members 
Entering Unmasked Estep 
Score: -18391102.000000 Penalty: 5933.882324
	Iteration 2Q: 3 clusters Score -1.83911e+07 nChanged 5409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90050 members 
Mstep: Class 2 contains 66867 members 
Entering Unmasked Estep 
Score: -18392634.000000 Penalty: 5933.882324
	Iteration 3Q: 3 clusters Score -1.839263e+07 nChanged 7041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96317 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -18395514.000000 Penalty: 5933.882324
	Iteration 4Q: 3 clusters Score -1.839551e+07 nChanged 9752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105483 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -18401556.000000 Penalty: 5933.882324
	Iteration 5F: 3 clusters Score -1.840156e+07 nChanged 12894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117761 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -18411950.000000 Penalty: 5933.882324
	Iteration 6F: 3 clusters Score -1.841195e+07 nChanged 14282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131383 members 
Mstep: Class 2 contains 25534 members 
Entering Unmasked Estep 
Score: -18425524.000000 Penalty: 5933.882324
	Iteration 7F: 3 clusters Score -1.842552e+07 nChanged 11881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142816 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -18437364.000000 Penalty: 5933.882324
	Iteration 8F: 3 clusters Score -1.843736e+07 nChanged 6946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149566 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -18444180.000000 Penalty: 5933.882324
	Iteration 9Q: 3 clusters Score -1.844418e+07 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152451 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -18447372.000000 Penalty: 5933.882324
	Iteration 10Q: 3 clusters Score -1.844737e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153342 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -18448936.000000 Penalty: 5933.882324
	Iteration 11Q: 3 clusters Score -1.844894e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153406 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -18449754.000000 Penalty: 5933.882324
	Iteration 12Q: 3 clusters Score -1.844975e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153329 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -18450088.000000 Penalty: 5933.882324
	Iteration 13Q: 3 clusters Score -1.845009e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153271 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -18450236.000000 Penalty: 5933.882324
	Iteration 14Q: 3 clusters Score -1.845024e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153227 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -18450282.000000 Penalty: 5933.882324
	Iteration 15Q: 3 clusters Score -1.845028e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153184 members 
Mstep: Class 2 contains 3733 members 
Entering Unmasked Estep 
Score: -18450328.000000 Penalty: 5933.882324
	Iteration 16Q: 3 clusters Score -1.845033e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153150 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -18450328.000000 Penalty: 5933.882324
	Iteration 17Q: 3 clusters Score -1.845033e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153114 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -18450342.000000 Penalty: 5933.882324
	Iteration 18Q: 3 clusters Score -1.845034e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153082 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -18450332.000000 Penalty: 5933.882324
	Iteration 19Q: 3 clusters Score -1.845033e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153057 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -18450330.000000 Penalty: 5933.882324
	Iteration 20F: 3 clusters Score -1.845033e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153046 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -18450358.000000 Penalty: 5933.882324
	Iteration 21Q: 3 clusters Score -1.845036e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153035 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -18450368.000000 Penalty: 5933.882324
	Iteration 22Q: 3 clusters Score -1.845037e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153033 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -18450374.000000 Penalty: 5933.882324
	Iteration 23Q: 3 clusters Score -1.845037e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153022 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -18450384.000000 Penalty: 5933.882324
	Iteration 24Q: 3 clusters Score -1.845038e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153009 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -18450394.000000 Penalty: 5933.882324
	Iteration 25Q: 3 clusters Score -1.845039e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152998 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -18450406.000000 Penalty: 5933.882324
	Iteration 26Q: 3 clusters Score -1.845041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152994 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -18450382.000000 Penalty: 5933.882324
	Iteration 27Q: 3 clusters Score -1.845038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152993 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -18450400.000000 Penalty: 5933.882324
	Iteration 28Q: 3 clusters Score -1.84504e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152991 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -18450384.000000 Penalty: 5933.882324
	Iteration 29Q: 3 clusters Score -1.845038e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152992 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -18450376.000000 Penalty: 5933.882324
	Iteration 30Q: 3 clusters Score -1.845038e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152990 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -18450374.000000 Penalty: 5933.882324
	Iteration 31Q: 3 clusters Score -1.845037e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152988 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -18450366.000000 Penalty: 5933.882324
	Iteration 32Q: 3 clusters Score -1.845037e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152987 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -18450378.000000 Penalty: 5933.882324
	Iteration 33Q: 3 clusters Score -1.845038e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -18450384.000000 Penalty: 5933.882324
	Iteration 34Q: 3 clusters Score -1.845038e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152985 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -18450384.000000 Penalty: 5933.882324
	Iteration 35F: 3 clusters Score -1.845038e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Entering Unmasked Estep 
Score: -1759092.750000 Penalty: 2394.843750
	Iteration 0F: 2 clusters Score -1759093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 7761 members 
Entering Unmasked Estep 
Score: -1747852.875000 Penalty: 4789.687500
	Iteration 0F: 3 clusters Score -1747853 nChanged 6821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -1751529.500000 Penalty: 4789.687500
	Iteration 1F: 3 clusters Score -1751530 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 7417 members 
Entering Unmasked Estep 
Score: -1751936.250000 Penalty: 4789.687500
	Iteration 2F: 3 clusters Score -1751936 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8356 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1752337.875000 Penalty: 4789.687500
	Iteration 3F: 3 clusters Score -1752338 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 7039 members 
Entering Unmasked Estep 
Score: -1752718.375000 Penalty: 4789.687500
	Iteration 4F: 3 clusters Score -1752718 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 6754 members 
Entering Unmasked Estep 
Score: -1753082.375000 Penalty: 4789.687500
	Iteration 5Q: 3 clusters Score -1753082 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1753463.250000 Penalty: 4789.687500
	Iteration 6Q: 3 clusters Score -1753463 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1753829.500000 Penalty: 4789.687500
	Iteration 7Q: 3 clusters Score -1753830 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -1754153.500000 Penalty: 4789.687500
	Iteration 8Q: 3 clusters Score -1754154 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1754410.625000 Penalty: 4789.687500
	Iteration 9Q: 3 clusters Score -1754411 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10709 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -1754657.750000 Penalty: 4789.687500
	Iteration 10Q: 3 clusters Score -1754658 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11059 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1754885.625000 Penalty: 4789.687500
	Iteration 11Q: 3 clusters Score -1754886 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1755133.250000 Penalty: 4789.687500
	Iteration 12Q: 3 clusters Score -1755133 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1755362.500000 Penalty: 4789.687500
	Iteration 13Q: 3 clusters Score -1755362 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12165 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1755556.375000 Penalty: 4789.687500
	Iteration 14Q: 3 clusters Score -1755556 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -1755757.125000 Penalty: 4789.687500
	Iteration 15Q: 3 clusters Score -1755757 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -1755960.250000 Penalty: 4789.687500
	Iteration 16Q: 3 clusters Score -1755960 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1756161.750000 Penalty: 4789.687500
	Iteration 17Q: 3 clusters Score -1756162 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1756295.500000 Penalty: 4789.687500
	Iteration 18Q: 3 clusters Score -1756296 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1756387.000000 Penalty: 4789.687500
	Iteration 19Q: 3 clusters Score -1756387 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1756451.250000 Penalty: 4789.687500
	Iteration 20F: 3 clusters Score -1756451 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1756509.125000 Penalty: 4789.687500
	Iteration 21Q: 3 clusters Score -1756509 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1756549.375000 Penalty: 4789.687500
	Iteration 22Q: 3 clusters Score -1756549 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -1756596.500000 Penalty: 4789.687500
	Iteration 23Q: 3 clusters Score -1756596 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1756641.000000 Penalty: 4789.687500
	Iteration 24Q: 3 clusters Score -1756641 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1756673.125000 Penalty: 4789.687500
	Iteration 25Q: 3 clusters Score -1756673 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13990 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -1756696.375000 Penalty: 4789.687500
	Iteration 26Q: 3 clusters Score -1756696 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1756731.375000 Penalty: 4789.687500
	Iteration 27Q: 3 clusters Score -1756731 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14124 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1756753.250000 Penalty: 4789.687500
	Iteration 28Q: 3 clusters Score -1756753 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1756783.375000 Penalty: 4789.687500
	Iteration 29Q: 3 clusters Score -1756783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1756807.125000 Penalty: 4789.687500
	Iteration 30Q: 3 clusters Score -1756807 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1756839.500000 Penalty: 4789.687500
	Iteration 31Q: 3 clusters Score -1756840 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1756862.000000 Penalty: 4789.687500
	Iteration 32Q: 3 clusters Score -1756862 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1756874.375000 Penalty: 4789.687500
	Iteration 33Q: 3 clusters Score -1756874 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1756894.750000 Penalty: 4789.687500
	Iteration 34Q: 3 clusters Score -1756895 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14464 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1756903.500000 Penalty: 4789.687500
	Iteration 35Q: 3 clusters Score -1756904 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1756911.250000 Penalty: 4789.687500
	Iteration 36Q: 3 clusters Score -1756911 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1756923.000000 Penalty: 4789.687500
	Iteration 37Q: 3 clusters Score -1756923 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1756942.750000 Penalty: 4789.687500
	Iteration 38Q: 3 clusters Score -1756943 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14579 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1756956.625000 Penalty: 4789.687500
	Iteration 39Q: 3 clusters Score -1756957 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1756968.750000 Penalty: 4789.687500
	Iteration 40F: 3 clusters Score -1756969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -1756983.375000 Penalty: 4789.687500
	Iteration 41Q: 3 clusters Score -1756983 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1756996.000000 Penalty: 4789.687500
	Iteration 42Q: 3 clusters Score -1756996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -1757006.250000 Penalty: 4789.687500
	Iteration 43Q: 3 clusters Score -1757006 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -1757013.375000 Penalty: 4789.687500
	Iteration 44Q: 3 clusters Score -1757013 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -1757029.125000 Penalty: 4789.687500
	Iteration 45Q: 3 clusters Score -1757029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1757031.375000 Penalty: 4789.687500
	Iteration 46Q: 3 clusters Score -1757031 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1757036.250000 Penalty: 4789.687500
	Iteration 47Q: 3 clusters Score -1757036 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -1757038.250000 Penalty: 4789.687500
	Iteration 48Q: 3 clusters Score -1757038 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14767 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1757046.125000 Penalty: 4789.687500
	Iteration 49Q: 3 clusters Score -1757046 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1757049.625000 Penalty: 4789.687500
	Iteration 50Q: 3 clusters Score -1757050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1757055.625000 Penalty: 4789.687500
	Iteration 51Q: 3 clusters Score -1757056 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1757063.000000 Penalty: 4789.687500
	Iteration 52Q: 3 clusters Score -1757063 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1757071.625000 Penalty: 4789.687500
	Iteration 53Q: 3 clusters Score -1757072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1757077.875000 Penalty: 4789.687500
	Iteration 54Q: 3 clusters Score -1757078 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14824 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1757079.375000 Penalty: 4789.687500
	Iteration 55Q: 3 clusters Score -1757079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -1757081.500000 Penalty: 4789.687500
	Iteration 56Q: 3 clusters Score -1757082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1757084.875000 Penalty: 4789.687500
	Iteration 57Q: 3 clusters Score -1757085 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1757093.375000 Penalty: 4789.687500
	Iteration 58Q: 3 clusters Score -1757093 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -1757099.250000 Penalty: 4789.687500
	Iteration 59Q: 3 clusters Score -1757099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -1757106.750000 Penalty: 4789.687500
	Iteration 60F: 3 clusters Score -1757107 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14874 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1757114.875000 Penalty: 4789.687500
	Iteration 61Q: 3 clusters Score -1757115 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1757117.750000 Penalty: 4789.687500
	Iteration 62Q: 3 clusters Score -1757118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1757118.625000 Penalty: 4789.687500
	Iteration 63Q: 3 clusters Score -1757119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1757119.250000 Penalty: 4789.687500
	Iteration 64Q: 3 clusters Score -1757119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1757119.500000 Penalty: 4789.687500
	Iteration 65Q: 3 clusters Score -1757120 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -1757122.625000 Penalty: 4789.687500
	Iteration 66Q: 3 clusters Score -1757123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14896 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1757126.750000 Penalty: 4789.687500
	Iteration 67Q: 3 clusters Score -1757127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1757130.875000 Penalty: 4789.687500
	Iteration 68Q: 3 clusters Score -1757131 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -1757132.250000 Penalty: 4789.687500
	Iteration 69Q: 3 clusters Score -1757132 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14910 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1757135.500000 Penalty: 4789.687500
	Iteration 70Q: 3 clusters Score -1757136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14914 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1757134.500000 Penalty: 4789.687500
	Iteration 71Q: 3 clusters Score -1757134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -1757133.500000 Penalty: 4789.687500
	Iteration 72Q: 3 clusters Score -1757134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14925 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1757136.500000 Penalty: 4789.687500
	Iteration 73Q: 3 clusters Score -1757136 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1757137.625000 Penalty: 4789.687500
	Iteration 74Q: 3 clusters Score -1757138 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14935 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1757137.250000 Penalty: 4789.687500
	Iteration 75Q: 3 clusters Score -1757137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14937 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -1757138.250000 Penalty: 4789.687500
	Iteration 76Q: 3 clusters Score -1757138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1757141.125000 Penalty: 4789.687500
	Iteration 77Q: 3 clusters Score -1757141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14938 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1757141.125000 Penalty: 4789.687500
	Iteration 78F: 3 clusters Score -1757141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Entering Unmasked Estep 
Score: -2221279.750000 Penalty: 2452.644043
	Iteration 0F: 2 clusters Score -2221280 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2207392.750000 Penalty: 4905.288086
	Iteration 0F: 3 clusters Score -2207393 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2212005.000000 Penalty: 4905.288086
	Iteration 1F: 3 clusters Score -2212005 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -2212356.000000 Penalty: 4905.288086
	Iteration 2F: 3 clusters Score -2212356 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2212622.500000 Penalty: 4905.288086
	Iteration 3Q: 3 clusters Score -2212622 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 10351 members 
Entering Unmasked Estep 
Score: -2212818.500000 Penalty: 4905.288086
	Iteration 4Q: 3 clusters Score -2212818 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9318 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -2212961.500000 Penalty: 4905.288086
	Iteration 5Q: 3 clusters Score -2212962 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -2213096.000000 Penalty: 4905.288086
	Iteration 6Q: 3 clusters Score -2213096 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9054 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2213210.500000 Penalty: 4905.288086
	Iteration 7Q: 3 clusters Score -2213210 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2213310.500000 Penalty: 4905.288086
	Iteration 8Q: 3 clusters Score -2213310 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -2213421.500000 Penalty: 4905.288086
	Iteration 9Q: 3 clusters Score -2213422 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2213538.750000 Penalty: 4905.288086
	Iteration 10Q: 3 clusters Score -2213539 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2213713.000000 Penalty: 4905.288086
	Iteration 11Q: 3 clusters Score -2213713 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 12203 members 
Entering Unmasked Estep 
Score: -2213916.250000 Penalty: 4905.288086
	Iteration 12Q: 3 clusters Score -2213916 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -2214185.500000 Penalty: 4905.288086
	Iteration 13Q: 3 clusters Score -2214186 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 13417 members 
Entering Unmasked Estep 
Score: -2214519.750000 Penalty: 4905.288086
	Iteration 14Q: 3 clusters Score -2214520 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 14186 members 
Entering Unmasked Estep 
Score: -2215009.750000 Penalty: 4905.288086
	Iteration 15Q: 3 clusters Score -2215010 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -2215609.000000 Penalty: 4905.288086
	Iteration 16Q: 3 clusters Score -2215609 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2216326.750000 Penalty: 4905.288086
	Iteration 17Q: 3 clusters Score -2216327 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 16882 members 
Entering Unmasked Estep 
Score: -2217148.000000 Penalty: 4905.288086
	Iteration 18Q: 3 clusters Score -2217148 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -2217817.750000 Penalty: 4905.288086
	Iteration 19Q: 3 clusters Score -2217818 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2218298.500000 Penalty: 4905.288086
	Iteration 20F: 3 clusters Score -2218298 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2218581.500000 Penalty: 4905.288086
	Iteration 21Q: 3 clusters Score -2218582 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2218797.000000 Penalty: 4905.288086
	Iteration 22Q: 3 clusters Score -2218797 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -2218927.500000 Penalty: 4905.288086
	Iteration 23Q: 3 clusters Score -2218928 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2219007.500000 Penalty: 4905.288086
	Iteration 24Q: 3 clusters Score -2219008 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 18986 members 
Entering Unmasked Estep 
Score: -2219066.750000 Penalty: 4905.288086
	Iteration 25Q: 3 clusters Score -2219067 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2219099.500000 Penalty: 4905.288086
	Iteration 26Q: 3 clusters Score -2219100 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2219130.250000 Penalty: 4905.288086
	Iteration 27Q: 3 clusters Score -2219130 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -2219151.000000 Penalty: 4905.288086
	Iteration 28Q: 3 clusters Score -2219151 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 19098 members 
Entering Unmasked Estep 
Score: -2219165.250000 Penalty: 4905.288086
	Iteration 29Q: 3 clusters Score -2219165 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 19109 members 
Entering Unmasked Estep 
Score: -2219175.000000 Penalty: 4905.288086
	Iteration 30Q: 3 clusters Score -2219175 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -2219190.500000 Penalty: 4905.288086
	Iteration 31Q: 3 clusters Score -2219190 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 19137 members 
Entering Unmasked Estep 
Score: -2219202.500000 Penalty: 4905.288086
	Iteration 32Q: 3 clusters Score -2219202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -2219204.500000 Penalty: 4905.288086
	Iteration 33Q: 3 clusters Score -2219204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2219207.750000 Penalty: 4905.288086
	Iteration 34Q: 3 clusters Score -2219208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -2219207.000000 Penalty: 4905.288086
	Iteration 35Q: 3 clusters Score -2219207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -2219209.750000 Penalty: 4905.288086
	Iteration 36Q: 3 clusters Score -2219210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19150 members 
Entering Unmasked Estep 
Score: -2219212.750000 Penalty: 4905.288086
	Iteration 37Q: 3 clusters Score -2219213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -2219215.500000 Penalty: 4905.288086
	Iteration 38Q: 3 clusters Score -2219216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -2219219.250000 Penalty: 4905.288086
	Iteration 39Q: 3 clusters Score -2219219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 19157 members 
Entering Unmasked Estep 
Score: -2219220.250000 Penalty: 4905.288086
	Iteration 40F: 3 clusters Score -2219220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -2219218.500000 Penalty: 4905.288086
	Iteration 41Q: 3 clusters Score -2219218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 19163 members 
Entering Unmasked Estep 
Score: -2219222.750000 Penalty: 4905.288086
	Iteration 42Q: 3 clusters Score -2219223 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2219222.500000 Penalty: 4905.288086
	Iteration 43Q: 3 clusters Score -2219222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19167 members 
Entering Unmasked Estep 
Score: -2219229.250000 Penalty: 4905.288086
	Iteration 44Q: 3 clusters Score -2219229 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -2219236.500000 Penalty: 4905.288086
	Iteration 45Q: 3 clusters Score -2219236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -2219237.250000 Penalty: 4905.288086
	Iteration 46Q: 3 clusters Score -2219237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2219236.250000 Penalty: 4905.288086
	Iteration 47Q: 3 clusters Score -2219236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2219236.250000 Penalty: 4905.288086
	Iteration 48F: 3 clusters Score -2219236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (138218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138218 members 
Entering Unmasked Estep 
Score: -16333361.000000 Penalty: 2935.473877
	Iteration 0F: 2 clusters Score -1.633336e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69057 members 
Mstep: Class 2 contains 69161 members 
Entering Unmasked Estep 
Score: -16240564.000000 Penalty: 5870.947754
	Iteration 0F: 3 clusters Score -1.624056e+07 nChanged 65971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68612 members 
Mstep: Class 2 contains 69606 members 
Entering Unmasked Estep 
Score: -16280032.000000 Penalty: 5870.947754
	Iteration 1F: 3 clusters Score -1.628003e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67992 members 
Mstep: Class 2 contains 70226 members 
Entering Unmasked Estep 
Score: -16281480.000000 Penalty: 5870.947754
	Iteration 2Q: 3 clusters Score -1.628148e+07 nChanged 5489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67141 members 
Mstep: Class 2 contains 71077 members 
Entering Unmasked Estep 
Score: -16283355.000000 Penalty: 5870.947754
	Iteration 3Q: 3 clusters Score -1.628336e+07 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65989 members 
Mstep: Class 2 contains 72229 members 
Entering Unmasked Estep 
Score: -16285426.000000 Penalty: 5870.947754
	Iteration 4Q: 3 clusters Score -1.628543e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64394 members 
Mstep: Class 2 contains 73824 members 
Entering Unmasked Estep 
Score: -16287860.000000 Penalty: 5870.947754
	Iteration 5Q: 3 clusters Score -1.628786e+07 nChanged 6847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62397 members 
Mstep: Class 2 contains 75821 members 
Entering Unmasked Estep 
Score: -16291244.000000 Penalty: 5870.947754
	Iteration 6Q: 3 clusters Score -1.629124e+07 nChanged 7484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59933 members 
Mstep: Class 2 contains 78285 members 
Entering Unmasked Estep 
Score: -16295525.000000 Penalty: 5870.947754
	Iteration 7F: 3 clusters Score -1.629552e+07 nChanged 7980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57229 members 
Mstep: Class 2 contains 80989 members 
Entering Unmasked Estep 
Score: -16300832.000000 Penalty: 5870.947754
	Iteration 8F: 3 clusters Score -1.630083e+07 nChanged 7948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54667 members 
Mstep: Class 2 contains 83551 members 
Entering Unmasked Estep 
Score: -16305995.000000 Penalty: 5870.947754
	Iteration 9F: 3 clusters Score -1.6306e+07 nChanged 6893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 85802 members 
Entering Unmasked Estep 
Score: -16309644.000000 Penalty: 5870.947754
	Iteration 10Q: 3 clusters Score -1.630964e+07 nChanged 5093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50443 members 
Mstep: Class 2 contains 87775 members 
Entering Unmasked Estep 
Score: -16311646.000000 Penalty: 5870.947754
	Iteration 11Q: 3 clusters Score -1.631165e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48558 members 
Mstep: Class 2 contains 89660 members 
Entering Unmasked Estep 
Score: -16312588.000000 Penalty: 5870.947754
	Iteration 12Q: 3 clusters Score -1.631259e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46629 members 
Mstep: Class 2 contains 91589 members 
Entering Unmasked Estep 
Score: -16313197.000000 Penalty: 5870.947754
	Iteration 13Q: 3 clusters Score -1.63132e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44593 members 
Mstep: Class 2 contains 93625 members 
Entering Unmasked Estep 
Score: -16313677.000000 Penalty: 5870.947754
	Iteration 14Q: 3 clusters Score -1.631368e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42475 members 
Mstep: Class 2 contains 95743 members 
Entering Unmasked Estep 
Score: -16314293.000000 Penalty: 5870.947754
	Iteration 15Q: 3 clusters Score -1.631429e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 97966 members 
Entering Unmasked Estep 
Score: -16314837.000000 Penalty: 5870.947754
	Iteration 16Q: 3 clusters Score -1.631484e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37939 members 
Mstep: Class 2 contains 100279 members 
Entering Unmasked Estep 
Score: -16315544.000000 Penalty: 5870.947754
	Iteration 17Q: 3 clusters Score -1.631554e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 102699 members 
Entering Unmasked Estep 
Score: -16316428.000000 Penalty: 5870.947754
	Iteration 18Q: 3 clusters Score -1.631643e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33054 members 
Mstep: Class 2 contains 105164 members 
Entering Unmasked Estep 
Score: -16317249.000000 Penalty: 5870.947754
	Iteration 19Q: 3 clusters Score -1.631725e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 107736 members 
Entering Unmasked Estep 
Score: -16318246.000000 Penalty: 5870.947754
	Iteration 20F: 3 clusters Score -1.631825e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27838 members 
Mstep: Class 2 contains 110380 members 
Entering Unmasked Estep 
Score: -16319295.000000 Penalty: 5870.947754
	Iteration 21Q: 3 clusters Score -1.63193e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25244 members 
Mstep: Class 2 contains 112974 members 
Entering Unmasked Estep 
Score: -16320371.000000 Penalty: 5870.947754
	Iteration 22Q: 3 clusters Score -1.632037e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 115520 members 
Entering Unmasked Estep 
Score: -16321508.000000 Penalty: 5870.947754
	Iteration 23Q: 3 clusters Score -1.632151e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20248 members 
Mstep: Class 2 contains 117970 members 
Entering Unmasked Estep 
Score: -16322603.000000 Penalty: 5870.947754
	Iteration 24Q: 3 clusters Score -1.63226e+07 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17885 members 
Mstep: Class 2 contains 120333 members 
Entering Unmasked Estep 
Score: -16323694.000000 Penalty: 5870.947754
	Iteration 25Q: 3 clusters Score -1.632369e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 122525 members 
Entering Unmasked Estep 
Score: -16324829.000000 Penalty: 5870.947754
	Iteration 26Q: 3 clusters Score -1.632483e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 124570 members 
Entering Unmasked Estep 
Score: -16325754.000000 Penalty: 5870.947754
	Iteration 27Q: 3 clusters Score -1.632575e+07 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 126409 members 
Entering Unmasked Estep 
Score: -16326704.000000 Penalty: 5870.947754
	Iteration 28Q: 3 clusters Score -1.63267e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 128048 members 
Entering Unmasked Estep 
Score: -16327574.000000 Penalty: 5870.947754
	Iteration 29Q: 3 clusters Score -1.632757e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 129463 members 
Entering Unmasked Estep 
Score: -16328308.000000 Penalty: 5870.947754
	Iteration 30Q: 3 clusters Score -1.632831e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 130716 members 
Entering Unmasked Estep 
Score: -16328910.000000 Penalty: 5870.947754
	Iteration 31Q: 3 clusters Score -1.632891e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 131751 members 
Entering Unmasked Estep 
Score: -16329410.000000 Penalty: 5870.947754
	Iteration 32Q: 3 clusters Score -1.632941e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 132612 members 
Entering Unmasked Estep 
Score: -16329843.000000 Penalty: 5870.947754
	Iteration 33Q: 3 clusters Score -1.632984e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 133344 members 
Entering Unmasked Estep 
Score: -16330222.000000 Penalty: 5870.947754
	Iteration 34Q: 3 clusters Score -1.633022e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 133928 members 
Entering Unmasked Estep 
Score: -16330526.000000 Penalty: 5870.947754
	Iteration 35Q: 3 clusters Score -1.633053e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 134371 members 
Entering Unmasked Estep 
Score: -16330745.000000 Penalty: 5870.947754
	Iteration 36Q: 3 clusters Score -1.633074e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 134752 members 
Entering Unmasked Estep 
Score: -16330939.000000 Penalty: 5870.947754
	Iteration 37Q: 3 clusters Score -1.633094e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 135057 members 
Entering Unmasked Estep 
Score: -16331094.000000 Penalty: 5870.947754
	Iteration 38Q: 3 clusters Score -1.633109e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2911 members 
Mstep: Class 2 contains 135307 members 
Entering Unmasked Estep 
Score: -16331185.000000 Penalty: 5870.947754
	Iteration 39Q: 3 clusters Score -1.633118e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 135486 members 
Entering Unmasked Estep 
Score: -16331250.000000 Penalty: 5870.947754
	Iteration 40F: 3 clusters Score -1.633125e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 135637 members 
Entering Unmasked Estep 
Score: -16331311.000000 Penalty: 5870.947754
	Iteration 41Q: 3 clusters Score -1.633131e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 135766 members 
Entering Unmasked Estep 
Score: -16331342.000000 Penalty: 5870.947754
	Iteration 42Q: 3 clusters Score -1.633134e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 135866 members 
Entering Unmasked Estep 
Score: -16331395.000000 Penalty: 5870.947754
	Iteration 43Q: 3 clusters Score -1.63314e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 135946 members 
Entering Unmasked Estep 
Score: -16331396.000000 Penalty: 5870.947754
	Iteration 44Q: 3 clusters Score -1.63314e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 136016 members 
Entering Unmasked Estep 
Score: -16331417.000000 Penalty: 5870.947754
	Iteration 45Q: 3 clusters Score -1.633142e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 136092 members 
Entering Unmasked Estep 
Score: -16331456.000000 Penalty: 5870.947754
	Iteration 46Q: 3 clusters Score -1.633146e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 136168 members 
Entering Unmasked Estep 
Score: -16331488.000000 Penalty: 5870.947754
	Iteration 47Q: 3 clusters Score -1.633149e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 136229 members 
Entering Unmasked Estep 
Score: -16331508.000000 Penalty: 5870.947754
	Iteration 48Q: 3 clusters Score -1.633151e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 136275 members 
Entering Unmasked Estep 
Score: -16331532.000000 Penalty: 5870.947754
	Iteration 49Q: 3 clusters Score -1.633153e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 136310 members 
Entering Unmasked Estep 
Score: -16331554.000000 Penalty: 5870.947754
	Iteration 50Q: 3 clusters Score -1.633155e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 136336 members 
Entering Unmasked Estep 
Score: -16331553.000000 Penalty: 5870.947754
	Iteration 51Q: 3 clusters Score -1.633155e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 136363 members 
Entering Unmasked Estep 
Score: -16331550.000000 Penalty: 5870.947754
	Iteration 52Q: 3 clusters Score -1.633155e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 136388 members 
Entering Unmasked Estep 
Score: -16331571.000000 Penalty: 5870.947754
	Iteration 53Q: 3 clusters Score -1.633157e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 136413 members 
Entering Unmasked Estep 
Score: -16331581.000000 Penalty: 5870.947754
	Iteration 54Q: 3 clusters Score -1.633158e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 136437 members 
Entering Unmasked Estep 
Score: -16331604.000000 Penalty: 5870.947754
	Iteration 55Q: 3 clusters Score -1.63316e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 136451 members 
Entering Unmasked Estep 
Score: -16331622.000000 Penalty: 5870.947754
	Iteration 56Q: 3 clusters Score -1.633162e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 136450 members 
Entering Unmasked Estep 
Score: -16331619.000000 Penalty: 5870.947754
	Iteration 57Q: 3 clusters Score -1.633162e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 136455 members 
Entering Unmasked Estep 
Score: -16331608.000000 Penalty: 5870.947754
	Iteration 58Q: 3 clusters Score -1.633161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 136459 members 
Entering Unmasked Estep 
Score: -16331601.000000 Penalty: 5870.947754
	Iteration 59Q: 3 clusters Score -1.63316e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 136464 members 
Entering Unmasked Estep 
Score: -16331616.000000 Penalty: 5870.947754
	Iteration 60F: 3 clusters Score -1.633162e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 136469 members 
Entering Unmasked Estep 
Score: -16331615.000000 Penalty: 5870.947754
	Iteration 61Q: 3 clusters Score -1.633162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 136477 members 
Entering Unmasked Estep 
Score: -16331622.000000 Penalty: 5870.947754
	Iteration 62Q: 3 clusters Score -1.633162e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 136483 members 
Entering Unmasked Estep 
Score: -16331644.000000 Penalty: 5870.947754
	Iteration 63Q: 3 clusters Score -1.633164e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 136494 members 
Entering Unmasked Estep 
Score: -16331642.000000 Penalty: 5870.947754
	Iteration 64Q: 3 clusters Score -1.633164e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 136501 members 
Entering Unmasked Estep 
Score: -16331628.000000 Penalty: 5870.947754
	Iteration 65Q: 3 clusters Score -1.633163e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 136513 members 
Entering Unmasked Estep 
Score: -16331640.000000 Penalty: 5870.947754
	Iteration 66Q: 3 clusters Score -1.633164e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 136518 members 
Entering Unmasked Estep 
Score: -16331634.000000 Penalty: 5870.947754
	Iteration 67Q: 3 clusters Score -1.633163e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 136521 members 
Entering Unmasked Estep 
Score: -16331663.000000 Penalty: 5870.947754
	Iteration 68Q: 3 clusters Score -1.633166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 136523 members 
Entering Unmasked Estep 
Score: -16331657.000000 Penalty: 5870.947754
	Iteration 69Q: 3 clusters Score -1.633166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 136525 members 
Entering Unmasked Estep 
Score: -16331644.000000 Penalty: 5870.947754
	Iteration 70Q: 3 clusters Score -1.633164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 136524 members 
Entering Unmasked Estep 
Score: -16331637.000000 Penalty: 5870.947754
	Iteration 71Q: 3 clusters Score -1.633164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 136530 members 
Entering Unmasked Estep 
Score: -16331644.000000 Penalty: 5870.947754
	Iteration 72Q: 3 clusters Score -1.633164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 136533 members 
Entering Unmasked Estep 
Score: -16331646.000000 Penalty: 5870.947754
	Iteration 73Q: 3 clusters Score -1.633165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -16331650.000000 Penalty: 5870.947754
	Iteration 74Q: 3 clusters Score -1.633165e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 136533 members 
Entering Unmasked Estep 
Score: -16331657.000000 Penalty: 5870.947754
	Iteration 75Q: 3 clusters Score -1.633166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 136535 members 
Entering Unmasked Estep 
Score: -16331659.000000 Penalty: 5870.947754
	Iteration 76Q: 3 clusters Score -1.633166e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 136536 members 
Entering Unmasked Estep 
Score: -16331662.000000 Penalty: 5870.947754
	Iteration 77Q: 3 clusters Score -1.633166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 136530 members 
Entering Unmasked Estep 
Score: -16331676.000000 Penalty: 5870.947754
	Iteration 78Q: 3 clusters Score -1.633168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -16331679.000000 Penalty: 5870.947754
	Iteration 79Q: 3 clusters Score -1.633168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -16331669.000000 Penalty: 5870.947754
	Iteration 80F: 3 clusters Score -1.633167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 136535 members 
Entering Unmasked Estep 
Score: -16331665.000000 Penalty: 5870.947754
	Iteration 81Q: 3 clusters Score -1.633166e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 136535 members 
Entering Unmasked Estep 
Score: -16331669.000000 Penalty: 5870.947754
	Iteration 82Q: 3 clusters Score -1.633167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 136537 members 
Entering Unmasked Estep 
Score: -16331671.000000 Penalty: 5870.947754
	Iteration 83Q: 3 clusters Score -1.633167e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -16331667.000000 Penalty: 5870.947754
	Iteration 84Q: 3 clusters Score -1.633167e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -16331663.000000 Penalty: 5870.947754
	Iteration 85Q: 3 clusters Score -1.633166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 136543 members 
Entering Unmasked Estep 
Score: -16331666.000000 Penalty: 5870.947754
	Iteration 86Q: 3 clusters Score -1.633167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 136544 members 
Entering Unmasked Estep 
Score: -16331661.000000 Penalty: 5870.947754
	Iteration 87Q: 3 clusters Score -1.633166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 136545 members 
Entering Unmasked Estep 
Score: -16331662.000000 Penalty: 5870.947754
	Iteration 88Q: 3 clusters Score -1.633166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 136546 members 
Entering Unmasked Estep 
Score: -16331668.000000 Penalty: 5870.947754
	Iteration 89Q: 3 clusters Score -1.633167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 136547 members 
Entering Unmasked Estep 
Score: -16331665.000000 Penalty: 5870.947754
	Iteration 90Q: 3 clusters Score -1.633166e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 136548 members 
Entering Unmasked Estep 
Score: -16331664.000000 Penalty: 5870.947754
	Iteration 91Q: 3 clusters Score -1.633166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 136548 members 
Entering Unmasked Estep 
Score: -16331656.000000 Penalty: 5870.947754
	Iteration 92Q: 3 clusters Score -1.633166e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 136548 members 
Entering Unmasked Estep 
Score: -16331652.000000 Penalty: 5870.947754
	Iteration 93Q: 3 clusters Score -1.633165e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 136547 members 
Entering Unmasked Estep 
Score: -16331674.000000 Penalty: 5870.947754
	Iteration 94Q: 3 clusters Score -1.633167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 136544 members 
Entering Unmasked Estep 
Score: -16331671.000000 Penalty: 5870.947754
	Iteration 95Q: 3 clusters Score -1.633167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 136545 members 
Entering Unmasked Estep 
Score: -16331665.000000 Penalty: 5870.947754
	Iteration 96Q: 3 clusters Score -1.633166e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 136543 members 
Entering Unmasked Estep 
Score: -16331668.000000 Penalty: 5870.947754
	Iteration 97Q: 3 clusters Score -1.633167e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -16331672.000000 Penalty: 5870.947754
	Iteration 98Q: 3 clusters Score -1.633167e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 136545 members 
Entering Unmasked Estep 
Score: -16331681.000000 Penalty: 5870.947754
	Iteration 99Q: 3 clusters Score -1.633168e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 136544 members 
Entering Unmasked Estep 
Score: -16331677.000000 Penalty: 5870.947754
	Iteration 100F: 3 clusters Score -1.633168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 136541 members 
Entering Unmasked Estep 
Score: -16331662.000000 Penalty: 5870.947754
	Iteration 101Q: 3 clusters Score -1.633166e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 136537 members 
Entering Unmasked Estep 
Score: -16331670.000000 Penalty: 5870.947754
	Iteration 102Q: 3 clusters Score -1.633167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 136534 members 
Entering Unmasked Estep 
Score: -16331678.000000 Penalty: 5870.947754
	Iteration 103Q: 3 clusters Score -1.633168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -16331670.000000 Penalty: 5870.947754
	Iteration 104Q: 3 clusters Score -1.633167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -16331670.000000 Penalty: 5870.947754
	Iteration 105Q: 3 clusters Score -1.633167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 136528 members 
Entering Unmasked Estep 
Score: -16331678.000000 Penalty: 5870.947754
	Iteration 106Q: 3 clusters Score -1.633168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 136530 members 
Entering Unmasked Estep 
Score: -16331672.000000 Penalty: 5870.947754
	Iteration 107Q: 3 clusters Score -1.633167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -16331677.000000 Penalty: 5870.947754
	Iteration 108Q: 3 clusters Score -1.633168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 136530 members 
Entering Unmasked Estep 
Score: -16331667.000000 Penalty: 5870.947754
	Iteration 109Q: 3 clusters Score -1.633167e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 136527 members 
Entering Unmasked Estep 
Score: -16331678.000000 Penalty: 5870.947754
	Iteration 110Q: 3 clusters Score -1.633168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 136526 members 
Entering Unmasked Estep 
Score: -16331673.000000 Penalty: 5870.947754
	Iteration 111Q: 3 clusters Score -1.633167e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 136527 members 
Entering Unmasked Estep 
Score: -16331666.000000 Penalty: 5870.947754
	Iteration 112Q: 3 clusters Score -1.633167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 136525 members 
Entering Unmasked Estep 
Score: -16331679.000000 Penalty: 5870.947754
	Iteration 113Q: 3 clusters Score -1.633168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 136527 members 
Entering Unmasked Estep 
Score: -16331668.000000 Penalty: 5870.947754
	Iteration 114Q: 3 clusters Score -1.633167e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 136529 members 
Entering Unmasked Estep 
Score: -16331672.000000 Penalty: 5870.947754
	Iteration 115Q: 3 clusters Score -1.633167e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 136530 members 
Entering Unmasked Estep 
Score: -16331683.000000 Penalty: 5870.947754
	Iteration 116Q: 3 clusters Score -1.633168e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 136531 members 
Entering Unmasked Estep 
Score: -16331683.000000 Penalty: 5870.947754
	Iteration 117Q: 3 clusters Score -1.633168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 136533 members 
Entering Unmasked Estep 
Score: -16331683.000000 Penalty: 5870.947754
	Iteration 118Q: 3 clusters Score -1.633168e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 136535 members 
Entering Unmasked Estep 
Score: -16331687.000000 Penalty: 5870.947754
	Iteration 119Q: 3 clusters Score -1.633169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 136537 members 
Entering Unmasked Estep 
Score: -16331695.000000 Penalty: 5870.947754
	Iteration 120F: 3 clusters Score -1.63317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 136539 members 
Entering Unmasked Estep 
Score: -16331700.000000 Penalty: 5870.947754
	Iteration 121Q: 3 clusters Score -1.63317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -16331683.000000 Penalty: 5870.947754
	Iteration 122Q: 3 clusters Score -1.633168e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 136543 members 
Entering Unmasked Estep 
Score: -16331686.000000 Penalty: 5870.947754
	Iteration 123Q: 3 clusters Score -1.633169e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 136543 members 
Entering Unmasked Estep 
Score: -16331668.000000 Penalty: 5870.947754
	Iteration 124Q: 3 clusters Score -1.633167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 136545 members 
Entering Unmasked Estep 
Score: -16331680.000000 Penalty: 5870.947754
	Iteration 125Q: 3 clusters Score -1.633168e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 136542 members 
Entering Unmasked Estep 
Score: -16331692.000000 Penalty: 5870.947754
	Iteration 126Q: 3 clusters Score -1.633169e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 136540 members 
Entering Unmasked Estep 
Score: -16331696.000000 Penalty: 5870.947754
	Iteration 127Q: 3 clusters Score -1.63317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 136540 members 
Entering Unmasked Estep 
Score: -16331700.000000 Penalty: 5870.947754
	Iteration 128Q: 3 clusters Score -1.63317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 136538 members 
Entering Unmasked Estep 
Score: -16331703.000000 Penalty: 5870.947754
	Iteration 129Q: 3 clusters Score -1.63317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 136537 members 
Entering Unmasked Estep 
Score: -16331702.000000 Penalty: 5870.947754
	Iteration 130Q: 3 clusters Score -1.63317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 136538 members 
Entering Unmasked Estep 
Score: -16331704.000000 Penalty: 5870.947754
	Iteration 131Q: 3 clusters Score -1.63317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 136538 members 
Entering Unmasked Estep 
Score: -16331704.000000 Penalty: 5870.947754
	Iteration 132F: 3 clusters Score -1.63317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Entering Unmasked Estep 
Score: -243466.343750 Penalty: 1895.464844
	Iteration 0F: 2 clusters Score -243466.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -240752.765625 Penalty: 3790.929688
	Iteration 0F: 3 clusters Score -240752.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -241195.984375 Penalty: 3790.929688
	Iteration 1F: 3 clusters Score -241196 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -241306.453125 Penalty: 3790.929688
	Iteration 2F: 3 clusters Score -241306.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -241377.281250 Penalty: 3790.929688
	Iteration 3Q: 3 clusters Score -241377.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -241429.906250 Penalty: 3790.929688
	Iteration 4Q: 3 clusters Score -241429.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -241465.968750 Penalty: 3790.929688
	Iteration 5Q: 3 clusters Score -241466 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -241489.812500 Penalty: 3790.929688
	Iteration 6Q: 3 clusters Score -241489.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -241505.796875 Penalty: 3790.929688
	Iteration 7Q: 3 clusters Score -241505.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -241516.078125 Penalty: 3790.929688
	Iteration 8Q: 3 clusters Score -241516.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -241522.515625 Penalty: 3790.929688
	Iteration 9Q: 3 clusters Score -241522.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -241526.375000 Penalty: 3790.929688
	Iteration 10Q: 3 clusters Score -241526.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -241529.765625 Penalty: 3790.929688
	Iteration 11Q: 3 clusters Score -241529.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -241531.734375 Penalty: 3790.929688
	Iteration 12Q: 3 clusters Score -241531.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -241535.031250 Penalty: 3790.929688
	Iteration 13Q: 3 clusters Score -241535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -241538.140625 Penalty: 3790.929688
	Iteration 14Q: 3 clusters Score -241538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -241539.187500 Penalty: 3790.929688
	Iteration 15Q: 3 clusters Score -241539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -241540.937500 Penalty: 3790.929688
	Iteration 16Q: 3 clusters Score -241540.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -241541.609375 Penalty: 3790.929688
	Iteration 17Q: 3 clusters Score -241541.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -241541.890625 Penalty: 3790.929688
	Iteration 18Q: 3 clusters Score -241541.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -241541.890625 Penalty: 3790.929688
	Iteration 19F: 3 clusters Score -241541.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (178471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178471 members 
Entering Unmasked Estep 
Score: -21176522.000000 Penalty: 2998.860840
	Iteration 0F: 2 clusters Score -2.117652e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89266 members 
Mstep: Class 2 contains 89205 members 
Entering Unmasked Estep 
Score: -21058208.000000 Penalty: 5997.721680
	Iteration 0F: 3 clusters Score -2.105821e+07 nChanged 85746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90410 members 
Mstep: Class 2 contains 88061 members 
Entering Unmasked Estep 
Score: -21108320.000000 Penalty: 5997.721680
	Iteration 1F: 3 clusters Score -2.110832e+07 nChanged 5104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91054 members 
Mstep: Class 2 contains 87417 members 
Entering Unmasked Estep 
Score: -21109544.000000 Penalty: 5997.721680
	Iteration 2Q: 3 clusters Score -2.110954e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92015 members 
Mstep: Class 2 contains 86456 members 
Entering Unmasked Estep 
Score: -21110734.000000 Penalty: 5997.721680
	Iteration 3Q: 3 clusters Score -2.111073e+07 nChanged 5796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93557 members 
Mstep: Class 2 contains 84914 members 
Entering Unmasked Estep 
Score: -21112298.000000 Penalty: 5997.721680
	Iteration 4Q: 3 clusters Score -2.11123e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95803 members 
Mstep: Class 2 contains 82668 members 
Entering Unmasked Estep 
Score: -21114408.000000 Penalty: 5997.721680
	Iteration 5Q: 3 clusters Score -2.111441e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99116 members 
Mstep: Class 2 contains 79355 members 
Entering Unmasked Estep 
Score: -21117268.000000 Penalty: 5997.721680
	Iteration 6Q: 3 clusters Score -2.111727e+07 nChanged 8685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104059 members 
Mstep: Class 2 contains 74412 members 
Entering Unmasked Estep 
Score: -21121352.000000 Penalty: 5997.721680
	Iteration 7Q: 3 clusters Score -2.112135e+07 nChanged 9872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110649 members 
Mstep: Class 2 contains 67822 members 
Entering Unmasked Estep 
Score: -21126586.000000 Penalty: 5997.721680
	Iteration 8F: 3 clusters Score -2.112659e+07 nChanged 10636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118463 members 
Mstep: Class 2 contains 60008 members 
Entering Unmasked Estep 
Score: -21133716.000000 Penalty: 5997.721680
	Iteration 9F: 3 clusters Score -2.113372e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126376 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -21141432.000000 Penalty: 5997.721680
	Iteration 10F: 3 clusters Score -2.114143e+07 nChanged 9493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133419 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -21148738.000000 Penalty: 5997.721680
	Iteration 11F: 3 clusters Score -2.114874e+07 nChanged 7594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138987 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -21154012.000000 Penalty: 5997.721680
	Iteration 12Q: 3 clusters Score -2.115401e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143213 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -21157512.000000 Penalty: 5997.721680
	Iteration 13Q: 3 clusters Score -2.115751e+07 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146819 members 
Mstep: Class 2 contains 31652 members 
Entering Unmasked Estep 
Score: -21159872.000000 Penalty: 5997.721680
	Iteration 14Q: 3 clusters Score -2.115987e+07 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150282 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -21161936.000000 Penalty: 5997.721680
	Iteration 15Q: 3 clusters Score -2.116194e+07 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153544 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -21163704.000000 Penalty: 5997.721680
	Iteration 16Q: 3 clusters Score -2.11637e+07 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156635 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -21165278.000000 Penalty: 5997.721680
	Iteration 17Q: 3 clusters Score -2.116528e+07 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159513 members 
Mstep: Class 2 contains 18958 members 
Entering Unmasked Estep 
Score: -21166694.000000 Penalty: 5997.721680
	Iteration 18Q: 3 clusters Score -2.116669e+07 nChanged 2718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162203 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -21168114.000000 Penalty: 5997.721680
	Iteration 19Q: 3 clusters Score -2.116811e+07 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164712 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -21169414.000000 Penalty: 5997.721680
	Iteration 20F: 3 clusters Score -2.116941e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166892 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -21170438.000000 Penalty: 5997.721680
	Iteration 21Q: 3 clusters Score -2.117044e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168753 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -21171300.000000 Penalty: 5997.721680
	Iteration 22Q: 3 clusters Score -2.11713e+07 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170304 members 
Mstep: Class 2 contains 8167 members 
Entering Unmasked Estep 
Score: -21171976.000000 Penalty: 5997.721680
	Iteration 23Q: 3 clusters Score -2.117198e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171559 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -21172460.000000 Penalty: 5997.721680
	Iteration 24Q: 3 clusters Score -2.117246e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172567 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -21172834.000000 Penalty: 5997.721680
	Iteration 25Q: 3 clusters Score -2.117283e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173344 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -21173090.000000 Penalty: 5997.721680
	Iteration 26Q: 3 clusters Score -2.117309e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173982 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -21173350.000000 Penalty: 5997.721680
	Iteration 27Q: 3 clusters Score -2.117335e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174513 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -21173524.000000 Penalty: 5997.721680
	Iteration 28Q: 3 clusters Score -2.117352e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174947 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -21173680.000000 Penalty: 5997.721680
	Iteration 29Q: 3 clusters Score -2.117368e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175291 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -21173758.000000 Penalty: 5997.721680
	Iteration 30Q: 3 clusters Score -2.117376e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175562 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -21173874.000000 Penalty: 5997.721680
	Iteration 31Q: 3 clusters Score -2.117387e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175783 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -21173930.000000 Penalty: 5997.721680
	Iteration 32Q: 3 clusters Score -2.117393e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175975 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -21173952.000000 Penalty: 5997.721680
	Iteration 33Q: 3 clusters Score -2.117395e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176131 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -21173962.000000 Penalty: 5997.721680
	Iteration 34Q: 3 clusters Score -2.117396e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176275 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -21173994.000000 Penalty: 5997.721680
	Iteration 35Q: 3 clusters Score -2.117399e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176393 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -21174020.000000 Penalty: 5997.721680
	Iteration 36Q: 3 clusters Score -2.117402e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176494 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -21174070.000000 Penalty: 5997.721680
	Iteration 37Q: 3 clusters Score -2.117407e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176581 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -21174152.000000 Penalty: 5997.721680
	Iteration 38Q: 3 clusters Score -2.117415e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176656 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -21174206.000000 Penalty: 5997.721680
	Iteration 39Q: 3 clusters Score -2.117421e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176729 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -21174268.000000 Penalty: 5997.721680
	Iteration 40F: 3 clusters Score -2.117427e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176790 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -21174288.000000 Penalty: 5997.721680
	Iteration 41Q: 3 clusters Score -2.117429e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176840 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -21174286.000000 Penalty: 5997.721680
	Iteration 42Q: 3 clusters Score -2.117429e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176875 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -21174324.000000 Penalty: 5997.721680
	Iteration 43Q: 3 clusters Score -2.117432e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176910 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -21174316.000000 Penalty: 5997.721680
	Iteration 44Q: 3 clusters Score -2.117432e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176950 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -21174334.000000 Penalty: 5997.721680
	Iteration 45Q: 3 clusters Score -2.117433e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176988 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -21174352.000000 Penalty: 5997.721680
	Iteration 46Q: 3 clusters Score -2.117435e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177005 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -21174378.000000 Penalty: 5997.721680
	Iteration 47Q: 3 clusters Score -2.117438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177021 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -21174372.000000 Penalty: 5997.721680
	Iteration 48Q: 3 clusters Score -2.117437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177041 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -21174394.000000 Penalty: 5997.721680
	Iteration 49Q: 3 clusters Score -2.117439e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177060 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -21174398.000000 Penalty: 5997.721680
	Iteration 50Q: 3 clusters Score -2.11744e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177078 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -21174412.000000 Penalty: 5997.721680
	Iteration 51Q: 3 clusters Score -2.117441e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177090 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -21174414.000000 Penalty: 5997.721680
	Iteration 52Q: 3 clusters Score -2.117441e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177106 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -21174412.000000 Penalty: 5997.721680
	Iteration 53Q: 3 clusters Score -2.117441e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177119 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -21174422.000000 Penalty: 5997.721680
	Iteration 54Q: 3 clusters Score -2.117442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177133 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -21174420.000000 Penalty: 5997.721680
	Iteration 55Q: 3 clusters Score -2.117442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177140 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -21174406.000000 Penalty: 5997.721680
	Iteration 56Q: 3 clusters Score -2.117441e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177145 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -21174402.000000 Penalty: 5997.721680
	Iteration 57Q: 3 clusters Score -2.11744e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177145 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -21174398.000000 Penalty: 5997.721680
	Iteration 58Q: 3 clusters Score -2.11744e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177147 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -21174404.000000 Penalty: 5997.721680
	Iteration 59Q: 3 clusters Score -2.11744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177150 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -21174406.000000 Penalty: 5997.721680
	Iteration 60F: 3 clusters Score -2.117441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177152 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21174406.000000 Penalty: 5997.721680
	Iteration 61Q: 3 clusters Score -2.117441e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177153 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -21174408.000000 Penalty: 5997.721680
	Iteration 62Q: 3 clusters Score -2.117441e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177153 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -21174408.000000 Penalty: 5997.721680
	Iteration 63F: 3 clusters Score -2.117441e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Entering Unmasked Estep 
Score: -2912449.000000 Penalty: 2526.612061
	Iteration 0F: 2 clusters Score -2912449 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13221 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -2894147.500000 Penalty: 5053.224121
	Iteration 0F: 3 clusters Score -2894148 nChanged 11855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -2900685.750000 Penalty: 5053.224121
	Iteration 1F: 3 clusters Score -2900686 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12575 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2901480.250000 Penalty: 5053.224121
	Iteration 2F: 3 clusters Score -2901480 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12269 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2902431.000000 Penalty: 5053.224121
	Iteration 3F: 3 clusters Score -2902431 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11877 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -2903571.000000 Penalty: 5053.224121
	Iteration 4F: 3 clusters Score -2903571 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -2904986.000000 Penalty: 5053.224121
	Iteration 5F: 3 clusters Score -2904986 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2906335.500000 Penalty: 5053.224121
	Iteration 6F: 3 clusters Score -2906336 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -2907690.000000 Penalty: 5053.224121
	Iteration 7F: 3 clusters Score -2907690 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 17653 members 
Entering Unmasked Estep 
Score: -2909070.500000 Penalty: 5053.224121
	Iteration 8F: 3 clusters Score -2909070 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -2910082.250000 Penalty: 5053.224121
	Iteration 9Q: 3 clusters Score -2910082 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7739 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -2910664.250000 Penalty: 5053.224121
	Iteration 10Q: 3 clusters Score -2910664 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2910923.000000 Penalty: 5053.224121
	Iteration 11Q: 3 clusters Score -2910923 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 19552 members 
Entering Unmasked Estep 
Score: -2911096.250000 Penalty: 5053.224121
	Iteration 12Q: 3 clusters Score -2911096 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 19791 members 
Entering Unmasked Estep 
Score: -2911183.750000 Penalty: 5053.224121
	Iteration 13Q: 3 clusters Score -2911184 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -2911245.250000 Penalty: 5053.224121
	Iteration 14Q: 3 clusters Score -2911245 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6402 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -2911308.500000 Penalty: 5053.224121
	Iteration 15Q: 3 clusters Score -2911308 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 20347 members 
Entering Unmasked Estep 
Score: -2911347.750000 Penalty: 5053.224121
	Iteration 16Q: 3 clusters Score -2911348 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2911400.000000 Penalty: 5053.224121
	Iteration 17Q: 3 clusters Score -2911400 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -2911432.750000 Penalty: 5053.224121
	Iteration 18Q: 3 clusters Score -2911433 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2911459.500000 Penalty: 5053.224121
	Iteration 19Q: 3 clusters Score -2911460 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -2911508.000000 Penalty: 5053.224121
	Iteration 20F: 3 clusters Score -2911508 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -2911554.750000 Penalty: 5053.224121
	Iteration 21Q: 3 clusters Score -2911555 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -2911605.250000 Penalty: 5053.224121
	Iteration 22Q: 3 clusters Score -2911605 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2911656.750000 Penalty: 5053.224121
	Iteration 23Q: 3 clusters Score -2911657 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 21445 members 
Entering Unmasked Estep 
Score: -2911710.750000 Penalty: 5053.224121
	Iteration 24Q: 3 clusters Score -2911711 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -2911750.000000 Penalty: 5053.224121
	Iteration 25Q: 3 clusters Score -2911750 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -2911796.750000 Penalty: 5053.224121
	Iteration 26Q: 3 clusters Score -2911797 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 21786 members 
Entering Unmasked Estep 
Score: -2911837.750000 Penalty: 5053.224121
	Iteration 27Q: 3 clusters Score -2911838 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -2911874.500000 Penalty: 5053.224121
	Iteration 28Q: 3 clusters Score -2911874 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2911898.000000 Penalty: 5053.224121
	Iteration 29Q: 3 clusters Score -2911898 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -2911911.000000 Penalty: 5053.224121
	Iteration 30Q: 3 clusters Score -2911911 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2911943.250000 Penalty: 5053.224121
	Iteration 31Q: 3 clusters Score -2911943 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -2911945.250000 Penalty: 5053.224121
	Iteration 32Q: 3 clusters Score -2911945 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -2911955.250000 Penalty: 5053.224121
	Iteration 33Q: 3 clusters Score -2911955 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 22235 members 
Entering Unmasked Estep 
Score: -2911969.250000 Penalty: 5053.224121
	Iteration 34Q: 3 clusters Score -2911969 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 22257 members 
Entering Unmasked Estep 
Score: -2911966.500000 Penalty: 5053.224121
	Iteration 35Q: 3 clusters Score -2911966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2911978.250000 Penalty: 5053.224121
	Iteration 36Q: 3 clusters Score -2911978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -2911979.500000 Penalty: 5053.224121
	Iteration 37Q: 3 clusters Score -2911980 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -2911984.750000 Penalty: 5053.224121
	Iteration 38Q: 3 clusters Score -2911985 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 22363 members 
Entering Unmasked Estep 
Score: -2911981.750000 Penalty: 5053.224121
	Iteration 39Q: 3 clusters Score -2911982 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2911985.750000 Penalty: 5053.224121
	Iteration 40F: 3 clusters Score -2911986 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -2911991.750000 Penalty: 5053.224121
	Iteration 41Q: 3 clusters Score -2911992 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 22430 members 
Entering Unmasked Estep 
Score: -2911991.000000 Penalty: 5053.224121
	Iteration 42Q: 3 clusters Score -2911991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -2912000.500000 Penalty: 5053.224121
	Iteration 43Q: 3 clusters Score -2912000 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -2912003.000000 Penalty: 5053.224121
	Iteration 44Q: 3 clusters Score -2912003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 22488 members 
Entering Unmasked Estep 
Score: -2912005.250000 Penalty: 5053.224121
	Iteration 45Q: 3 clusters Score -2912005 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -2912009.250000 Penalty: 5053.224121
	Iteration 46Q: 3 clusters Score -2912009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 22530 members 
Entering Unmasked Estep 
Score: -2912015.000000 Penalty: 5053.224121
	Iteration 47Q: 3 clusters Score -2912015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 22545 members 
Entering Unmasked Estep 
Score: -2912019.750000 Penalty: 5053.224121
	Iteration 48Q: 3 clusters Score -2912020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -2912018.500000 Penalty: 5053.224121
	Iteration 49Q: 3 clusters Score -2912018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -2912016.500000 Penalty: 5053.224121
	Iteration 50Q: 3 clusters Score -2912016 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -2912020.750000 Penalty: 5053.224121
	Iteration 51Q: 3 clusters Score -2912021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2912022.500000 Penalty: 5053.224121
	Iteration 52Q: 3 clusters Score -2912022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 22587 members 
Entering Unmasked Estep 
Score: -2912016.750000 Penalty: 5053.224121
	Iteration 53Q: 3 clusters Score -2912017 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2912020.000000 Penalty: 5053.224121
	Iteration 54Q: 3 clusters Score -2912020 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2912020.000000 Penalty: 5053.224121
	Iteration 55F: 3 clusters Score -2912020 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12920 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Entering Unmasked Estep 
Score: -1546334.500000 Penalty: 2347.699951
	Iteration 0F: 2 clusters Score -1546334 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 6508 members 
Entering Unmasked Estep 
Score: -1536856.250000 Penalty: 4695.399902
	Iteration 0F: 3 clusters Score -1536856 nChanged 5445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1539794.375000 Penalty: 4695.399902
	Iteration 1F: 3 clusters Score -1539794 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -1540157.250000 Penalty: 4695.399902
	Iteration 2F: 3 clusters Score -1540157 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -1540468.625000 Penalty: 4695.399902
	Iteration 3F: 3 clusters Score -1540469 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 7167 members 
Entering Unmasked Estep 
Score: -1540746.625000 Penalty: 4695.399902
	Iteration 4Q: 3 clusters Score -1540747 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -1541048.875000 Penalty: 4695.399902
	Iteration 5Q: 3 clusters Score -1541049 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1541370.875000 Penalty: 4695.399902
	Iteration 6Q: 3 clusters Score -1541371 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -1541762.750000 Penalty: 4695.399902
	Iteration 7Q: 3 clusters Score -1541763 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -1542237.250000 Penalty: 4695.399902
	Iteration 8Q: 3 clusters Score -1542237 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1542703.000000 Penalty: 4695.399902
	Iteration 9Q: 3 clusters Score -1542703 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1543120.375000 Penalty: 4695.399902
	Iteration 10Q: 3 clusters Score -1543120 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -1543468.125000 Penalty: 4695.399902
	Iteration 11Q: 3 clusters Score -1543468 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -1543731.375000 Penalty: 4695.399902
	Iteration 12Q: 3 clusters Score -1543731 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1543896.750000 Penalty: 4695.399902
	Iteration 13Q: 3 clusters Score -1543897 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1544035.500000 Penalty: 4695.399902
	Iteration 14Q: 3 clusters Score -1544036 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1544139.750000 Penalty: 4695.399902
	Iteration 15Q: 3 clusters Score -1544140 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1544226.125000 Penalty: 4695.399902
	Iteration 16Q: 3 clusters Score -1544226 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1544295.000000 Penalty: 4695.399902
	Iteration 17Q: 3 clusters Score -1544295 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1544378.875000 Penalty: 4695.399902
	Iteration 18Q: 3 clusters Score -1544379 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -1544471.125000 Penalty: 4695.399902
	Iteration 19Q: 3 clusters Score -1544471 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -1544589.625000 Penalty: 4695.399902
	Iteration 20F: 3 clusters Score -1544590 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 8082 members 
Entering Unmasked Estep 
Score: -1544680.000000 Penalty: 4695.399902
	Iteration 21Q: 3 clusters Score -1544680 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 8103 members 
Entering Unmasked Estep 
Score: -1544749.375000 Penalty: 4695.399902
	Iteration 22Q: 3 clusters Score -1544749 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -1544798.500000 Penalty: 4695.399902
	Iteration 23Q: 3 clusters Score -1544798 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -1544836.625000 Penalty: 4695.399902
	Iteration 24Q: 3 clusters Score -1544837 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 8099 members 
Entering Unmasked Estep 
Score: -1544856.500000 Penalty: 4695.399902
	Iteration 25Q: 3 clusters Score -1544856 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 8095 members 
Entering Unmasked Estep 
Score: -1544868.000000 Penalty: 4695.399902
	Iteration 26Q: 3 clusters Score -1544868 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1544876.375000 Penalty: 4695.399902
	Iteration 27Q: 3 clusters Score -1544876 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 8068 members 
Entering Unmasked Estep 
Score: -1544881.500000 Penalty: 4695.399902
	Iteration 28Q: 3 clusters Score -1544882 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1544879.000000 Penalty: 4695.399902
	Iteration 29Q: 3 clusters Score -1544879 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1544883.750000 Penalty: 4695.399902
	Iteration 30Q: 3 clusters Score -1544884 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1544889.375000 Penalty: 4695.399902
	Iteration 31Q: 3 clusters Score -1544889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -1544892.250000 Penalty: 4695.399902
	Iteration 32Q: 3 clusters Score -1544892 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 8030 members 
Entering Unmasked Estep 
Score: -1544893.125000 Penalty: 4695.399902
	Iteration 33Q: 3 clusters Score -1544893 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 8024 members 
Entering Unmasked Estep 
Score: -1544895.875000 Penalty: 4695.399902
	Iteration 34Q: 3 clusters Score -1544896 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1544896.125000 Penalty: 4695.399902
	Iteration 35Q: 3 clusters Score -1544896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 8020 members 
Entering Unmasked Estep 
Score: -1544896.875000 Penalty: 4695.399902
	Iteration 36Q: 3 clusters Score -1544897 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1544896.250000 Penalty: 4695.399902
	Iteration 37Q: 3 clusters Score -1544896 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1544897.750000 Penalty: 4695.399902
	Iteration 38Q: 3 clusters Score -1544898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -1544895.750000 Penalty: 4695.399902
	Iteration 39Q: 3 clusters Score -1544896 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 8016 members 
Entering Unmasked Estep 
Score: -1544894.125000 Penalty: 4695.399902
	Iteration 40F: 3 clusters Score -1544894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1544898.000000 Penalty: 4695.399902
	Iteration 41Q: 3 clusters Score -1544898 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -1544898.000000 Penalty: 4695.399902
	Iteration 42F: 3 clusters Score -1544898 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2480 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Entering Unmasked Estep 
Score: -259528.984375 Penalty: 1938.371460
	Iteration 0F: 2 clusters Score -259529 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 1228 members 
Entering Unmasked Estep 
Score: -256585.250000 Penalty: 3876.742920
	Iteration 0F: 3 clusters Score -256585.2 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -257187.609375 Penalty: 3876.742920
	Iteration 1F: 3 clusters Score -257187.6 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -257401.203125 Penalty: 3876.742920
	Iteration 2F: 3 clusters Score -257401.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -257517.140625 Penalty: 3876.742920
	Iteration 3F: 3 clusters Score -257517.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -257608.078125 Penalty: 3876.742920
	Iteration 4Q: 3 clusters Score -257608.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -257672.625000 Penalty: 3876.742920
	Iteration 5Q: 3 clusters Score -257672.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -257728.140625 Penalty: 3876.742920
	Iteration 6Q: 3 clusters Score -257728.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -257785.031250 Penalty: 3876.742920
	Iteration 7Q: 3 clusters Score -257785 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -257821.156250 Penalty: 3876.742920
	Iteration 8Q: 3 clusters Score -257821.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -257855.265625 Penalty: 3876.742920
	Iteration 9Q: 3 clusters Score -257855.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -257870.656250 Penalty: 3876.742920
	Iteration 10Q: 3 clusters Score -257870.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -257882.359375 Penalty: 3876.742920
	Iteration 11Q: 3 clusters Score -257882.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -257889.093750 Penalty: 3876.742920
	Iteration 12Q: 3 clusters Score -257889.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -257891.562500 Penalty: 3876.742920
	Iteration 13Q: 3 clusters Score -257891.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -257894.562500 Penalty: 3876.742920
	Iteration 14Q: 3 clusters Score -257894.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -257897.640625 Penalty: 3876.742920
	Iteration 15Q: 3 clusters Score -257897.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -257899.171875 Penalty: 3876.742920
	Iteration 16Q: 3 clusters Score -257899.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -257900.921875 Penalty: 3876.742920
	Iteration 17Q: 3 clusters Score -257900.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -257903.328125 Penalty: 3876.742920
	Iteration 18Q: 3 clusters Score -257903.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -257906.406250 Penalty: 3876.742920
	Iteration 19Q: 3 clusters Score -257906.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -257908.531250 Penalty: 3876.742920
	Iteration 20F: 3 clusters Score -257908.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -257910.468750 Penalty: 3876.742920
	Iteration 21Q: 3 clusters Score -257910.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -257911.046875 Penalty: 3876.742920
	Iteration 22Q: 3 clusters Score -257911 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -257913.531250 Penalty: 3876.742920
	Iteration 23Q: 3 clusters Score -257913.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -257914.375000 Penalty: 3876.742920
	Iteration 24Q: 3 clusters Score -257914.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -257914.375000 Penalty: 3876.742920
	Iteration 25F: 3 clusters Score -257914.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12089 members 
Entering Unmasked Estep 
Score: -1084967.000000 Penalty: 2331.212646
	Iteration 0F: 2 clusters Score -1084967 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -1076060.500000 Penalty: 4662.425293
	Iteration 0F: 3 clusters Score -1076060 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 5644 members 
Entering Unmasked Estep 
Score: -1078782.750000 Penalty: 4662.425293
	Iteration 1F: 3 clusters Score -1078783 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1079332.750000 Penalty: 4662.425293
	Iteration 2F: 3 clusters Score -1079333 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 5121 members 
Entering Unmasked Estep 
Score: -1079979.375000 Penalty: 4662.425293
	Iteration 3F: 3 clusters Score -1079979 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1080767.750000 Penalty: 4662.425293
	Iteration 4F: 3 clusters Score -1080768 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -1081646.375000 Penalty: 4662.425293
	Iteration 5F: 3 clusters Score -1081646 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1082413.625000 Penalty: 4662.425293
	Iteration 6F: 3 clusters Score -1082414 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1082944.625000 Penalty: 4662.425293
	Iteration 7F: 3 clusters Score -1082945 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1083219.375000 Penalty: 4662.425293
	Iteration 8Q: 3 clusters Score -1083219 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1083390.000000 Penalty: 4662.425293
	Iteration 9Q: 3 clusters Score -1083390 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1083502.625000 Penalty: 4662.425293
	Iteration 10Q: 3 clusters Score -1083503 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1083570.500000 Penalty: 4662.425293
	Iteration 11Q: 3 clusters Score -1083570 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1083615.500000 Penalty: 4662.425293
	Iteration 12Q: 3 clusters Score -1083616 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1083639.125000 Penalty: 4662.425293
	Iteration 13Q: 3 clusters Score -1083639 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1083654.500000 Penalty: 4662.425293
	Iteration 14Q: 3 clusters Score -1083654 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -1083664.250000 Penalty: 4662.425293
	Iteration 15Q: 3 clusters Score -1083664 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1083678.250000 Penalty: 4662.425293
	Iteration 16Q: 3 clusters Score -1083678 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1083688.500000 Penalty: 4662.425293
	Iteration 17Q: 3 clusters Score -1083688 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -1083692.750000 Penalty: 4662.425293
	Iteration 18Q: 3 clusters Score -1083693 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1083698.250000 Penalty: 4662.425293
	Iteration 19Q: 3 clusters Score -1083698 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -1083704.000000 Penalty: 4662.425293
	Iteration 20F: 3 clusters Score -1083704 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1083709.000000 Penalty: 4662.425293
	Iteration 21Q: 3 clusters Score -1083709 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6315 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -1083715.000000 Penalty: 4662.425293
	Iteration 22Q: 3 clusters Score -1083715 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -1083718.625000 Penalty: 4662.425293
	Iteration 23Q: 3 clusters Score -1083719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -1083725.250000 Penalty: 4662.425293
	Iteration 24Q: 3 clusters Score -1083725 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1083731.000000 Penalty: 4662.425293
	Iteration 25Q: 3 clusters Score -1083731 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1083738.625000 Penalty: 4662.425293
	Iteration 26Q: 3 clusters Score -1083739 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6173 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -1083741.250000 Penalty: 4662.425293
	Iteration 27Q: 3 clusters Score -1083741 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1083741.625000 Penalty: 4662.425293
	Iteration 28Q: 3 clusters Score -1083742 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -1083748.500000 Penalty: 4662.425293
	Iteration 29Q: 3 clusters Score -1083748 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 5986 members 
Entering Unmasked Estep 
Score: -1083753.125000 Penalty: 4662.425293
	Iteration 30Q: 3 clusters Score -1083753 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1083753.125000 Penalty: 4662.425293
	Iteration 31Q: 3 clusters Score -1083753 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1083757.500000 Penalty: 4662.425293
	Iteration 32Q: 3 clusters Score -1083758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -1083761.125000 Penalty: 4662.425293
	Iteration 33Q: 3 clusters Score -1083761 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -1083762.625000 Penalty: 4662.425293
	Iteration 34Q: 3 clusters Score -1083763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6002 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1083764.750000 Penalty: 4662.425293
	Iteration 35Q: 3 clusters Score -1083765 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1083768.625000 Penalty: 4662.425293
	Iteration 36Q: 3 clusters Score -1083769 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -1083773.375000 Penalty: 4662.425293
	Iteration 37Q: 3 clusters Score -1083773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1083779.125000 Penalty: 4662.425293
	Iteration 38Q: 3 clusters Score -1083779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1083784.125000 Penalty: 4662.425293
	Iteration 39Q: 3 clusters Score -1083784 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1083784.125000 Penalty: 4662.425293
	Iteration 40F: 3 clusters Score -1083784 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -1083790.500000 Penalty: 4662.425293
	Iteration 41Q: 3 clusters Score -1083790 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1083790.500000 Penalty: 4662.425293
	Iteration 42Q: 3 clusters Score -1083790 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6271 members 
Entering Unmasked Estep 
Score: -1083794.375000 Penalty: 4662.425293
	Iteration 43Q: 3 clusters Score -1083794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1083798.875000 Penalty: 4662.425293
	Iteration 44Q: 3 clusters Score -1083799 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -1083802.875000 Penalty: 4662.425293
	Iteration 45Q: 3 clusters Score -1083803 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1083807.125000 Penalty: 4662.425293
	Iteration 46Q: 3 clusters Score -1083807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1083808.000000 Penalty: 4662.425293
	Iteration 47Q: 3 clusters Score -1083808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -1083814.000000 Penalty: 4662.425293
	Iteration 48Q: 3 clusters Score -1083814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5691 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1083813.875000 Penalty: 4662.425293
	Iteration 49Q: 3 clusters Score -1083814 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1083815.500000 Penalty: 4662.425293
	Iteration 50Q: 3 clusters Score -1083816 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1083822.500000 Penalty: 4662.425293
	Iteration 51Q: 3 clusters Score -1083822 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1083827.375000 Penalty: 4662.425293
	Iteration 52Q: 3 clusters Score -1083827 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -1083831.000000 Penalty: 4662.425293
	Iteration 53Q: 3 clusters Score -1083831 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1083835.250000 Penalty: 4662.425293
	Iteration 54Q: 3 clusters Score -1083835 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1083839.625000 Penalty: 4662.425293
	Iteration 55Q: 3 clusters Score -1083840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 6549 members 
Entering Unmasked Estep 
Score: -1083841.375000 Penalty: 4662.425293
	Iteration 56Q: 3 clusters Score -1083841 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -1083846.375000 Penalty: 4662.425293
	Iteration 57Q: 3 clusters Score -1083846 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1083847.625000 Penalty: 4662.425293
	Iteration 58Q: 3 clusters Score -1083848 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1083850.000000 Penalty: 4662.425293
	Iteration 59Q: 3 clusters Score -1083850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1083850.625000 Penalty: 4662.425293
	Iteration 60F: 3 clusters Score -1083851 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -1083857.000000 Penalty: 4662.425293
	Iteration 61Q: 3 clusters Score -1083857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -1083858.875000 Penalty: 4662.425293
	Iteration 62Q: 3 clusters Score -1083859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -1083861.000000 Penalty: 4662.425293
	Iteration 63Q: 3 clusters Score -1083861 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1083864.250000 Penalty: 4662.425293
	Iteration 64Q: 3 clusters Score -1083864 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1083864.375000 Penalty: 4662.425293
	Iteration 65Q: 3 clusters Score -1083864 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 6749 members 
Entering Unmasked Estep 
Score: -1083871.875000 Penalty: 4662.425293
	Iteration 66Q: 3 clusters Score -1083872 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -1083875.000000 Penalty: 4662.425293
	Iteration 67Q: 3 clusters Score -1083875 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -1083876.625000 Penalty: 4662.425293
	Iteration 68Q: 3 clusters Score -1083877 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1083878.750000 Penalty: 4662.425293
	Iteration 69Q: 3 clusters Score -1083879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1083886.125000 Penalty: 4662.425293
	Iteration 70Q: 3 clusters Score -1083886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1083890.625000 Penalty: 4662.425293
	Iteration 71Q: 3 clusters Score -1083891 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1083887.875000 Penalty: 4662.425293
	Iteration 72Q: 3 clusters Score -1083888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1083889.625000 Penalty: 4662.425293
	Iteration 73Q: 3 clusters Score -1083890 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1083891.125000 Penalty: 4662.425293
	Iteration 74Q: 3 clusters Score -1083891 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1083894.375000 Penalty: 4662.425293
	Iteration 75Q: 3 clusters Score -1083894 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 6901 members 
Entering Unmasked Estep 
Score: -1083893.875000 Penalty: 4662.425293
	Iteration 76Q: 3 clusters Score -1083894 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1083897.250000 Penalty: 4662.425293
	Iteration 77Q: 3 clusters Score -1083897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1083897.500000 Penalty: 4662.425293
	Iteration 78Q: 3 clusters Score -1083898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1083898.125000 Penalty: 4662.425293
	Iteration 79Q: 3 clusters Score -1083898 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -1083900.750000 Penalty: 4662.425293
	Iteration 80F: 3 clusters Score -1083901 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1083899.500000 Penalty: 4662.425293
	Iteration 81Q: 3 clusters Score -1083900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 6940 members 
Entering Unmasked Estep 
Score: -1083903.125000 Penalty: 4662.425293
	Iteration 82Q: 3 clusters Score -1083903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1083899.375000 Penalty: 4662.425293
	Iteration 83Q: 3 clusters Score -1083899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 6950 members 
Entering Unmasked Estep 
Score: -1083903.750000 Penalty: 4662.425293
	Iteration 84Q: 3 clusters Score -1083904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1083902.125000 Penalty: 4662.425293
	Iteration 85Q: 3 clusters Score -1083902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1083904.250000 Penalty: 4662.425293
	Iteration 86Q: 3 clusters Score -1083904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1083904.000000 Penalty: 4662.425293
	Iteration 87Q: 3 clusters Score -1083904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -1083904.125000 Penalty: 4662.425293
	Iteration 88Q: 3 clusters Score -1083904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -1083903.500000 Penalty: 4662.425293
	Iteration 89Q: 3 clusters Score -1083904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1083904.375000 Penalty: 4662.425293
	Iteration 90Q: 3 clusters Score -1083904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 6956 members 
Entering Unmasked Estep 
Score: -1083904.375000 Penalty: 4662.425293
	Iteration 91F: 3 clusters Score -1083904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10352 members 
Entering Unmasked Estep 
Score: -1155160.875000 Penalty: 2292.743896
	Iteration 0F: 2 clusters Score -1155161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1147262.625000 Penalty: 4585.487793
	Iteration 0F: 3 clusters Score -1147263 nChanged 4343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 5237 members 
Entering Unmasked Estep 
Score: -1149691.750000 Penalty: 4585.487793
	Iteration 1F: 3 clusters Score -1149692 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1150119.875000 Penalty: 4585.487793
	Iteration 2F: 3 clusters Score -1150120 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1150429.500000 Penalty: 4585.487793
	Iteration 3F: 3 clusters Score -1150430 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5475 members 
Entering Unmasked Estep 
Score: -1150677.875000 Penalty: 4585.487793
	Iteration 4Q: 3 clusters Score -1150678 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1150853.625000 Penalty: 4585.487793
	Iteration 5Q: 3 clusters Score -1150854 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1151016.500000 Penalty: 4585.487793
	Iteration 6Q: 3 clusters Score -1151016 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -1151167.375000 Penalty: 4585.487793
	Iteration 7Q: 3 clusters Score -1151167 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1151296.250000 Penalty: 4585.487793
	Iteration 8Q: 3 clusters Score -1151296 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1151400.000000 Penalty: 4585.487793
	Iteration 9Q: 3 clusters Score -1151400 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1151501.750000 Penalty: 4585.487793
	Iteration 10Q: 3 clusters Score -1151502 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1151613.375000 Penalty: 4585.487793
	Iteration 11Q: 3 clusters Score -1151613 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -1151739.250000 Penalty: 4585.487793
	Iteration 12Q: 3 clusters Score -1151739 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -1151874.375000 Penalty: 4585.487793
	Iteration 13Q: 3 clusters Score -1151874 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 7145 members 
Entering Unmasked Estep 
Score: -1151989.375000 Penalty: 4585.487793
	Iteration 14Q: 3 clusters Score -1151989 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1152106.750000 Penalty: 4585.487793
	Iteration 15Q: 3 clusters Score -1152107 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -1152236.625000 Penalty: 4585.487793
	Iteration 16Q: 3 clusters Score -1152237 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 7857 members 
Entering Unmasked Estep 
Score: -1152349.750000 Penalty: 4585.487793
	Iteration 17Q: 3 clusters Score -1152350 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1152490.000000 Penalty: 4585.487793
	Iteration 18Q: 3 clusters Score -1152490 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1152626.750000 Penalty: 4585.487793
	Iteration 19Q: 3 clusters Score -1152627 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -1152740.500000 Penalty: 4585.487793
	Iteration 20F: 3 clusters Score -1152740 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -1152861.875000 Penalty: 4585.487793
	Iteration 21Q: 3 clusters Score -1152862 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -1152953.000000 Penalty: 4585.487793
	Iteration 22Q: 3 clusters Score -1152953 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -1153048.875000 Penalty: 4585.487793
	Iteration 23Q: 3 clusters Score -1153049 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1153128.250000 Penalty: 4585.487793
	Iteration 24Q: 3 clusters Score -1153128 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -1153193.500000 Penalty: 4585.487793
	Iteration 25Q: 3 clusters Score -1153194 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1153248.250000 Penalty: 4585.487793
	Iteration 26Q: 3 clusters Score -1153248 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -1153287.125000 Penalty: 4585.487793
	Iteration 27Q: 3 clusters Score -1153287 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -1153312.500000 Penalty: 4585.487793
	Iteration 28Q: 3 clusters Score -1153312 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -1153340.000000 Penalty: 4585.487793
	Iteration 29Q: 3 clusters Score -1153340 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -1153358.000000 Penalty: 4585.487793
	Iteration 30Q: 3 clusters Score -1153358 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1153379.625000 Penalty: 4585.487793
	Iteration 31Q: 3 clusters Score -1153380 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -1153397.875000 Penalty: 4585.487793
	Iteration 32Q: 3 clusters Score -1153398 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -1153408.625000 Penalty: 4585.487793
	Iteration 33Q: 3 clusters Score -1153409 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -1153416.875000 Penalty: 4585.487793
	Iteration 34Q: 3 clusters Score -1153417 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -1153433.625000 Penalty: 4585.487793
	Iteration 35Q: 3 clusters Score -1153434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1153448.125000 Penalty: 4585.487793
	Iteration 36Q: 3 clusters Score -1153448 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -1153454.000000 Penalty: 4585.487793
	Iteration 37Q: 3 clusters Score -1153454 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1153461.000000 Penalty: 4585.487793
	Iteration 38Q: 3 clusters Score -1153461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9605 members 
Entering Unmasked Estep 
Score: -1153468.375000 Penalty: 4585.487793
	Iteration 39Q: 3 clusters Score -1153468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -1153472.875000 Penalty: 4585.487793
	Iteration 40F: 3 clusters Score -1153473 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1153483.000000 Penalty: 4585.487793
	Iteration 41Q: 3 clusters Score -1153483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -1153489.875000 Penalty: 4585.487793
	Iteration 42Q: 3 clusters Score -1153490 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9635 members 
Entering Unmasked Estep 
Score: -1153494.750000 Penalty: 4585.487793
	Iteration 43Q: 3 clusters Score -1153495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -1153508.750000 Penalty: 4585.487793
	Iteration 44Q: 3 clusters Score -1153509 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1153524.875000 Penalty: 4585.487793
	Iteration 45Q: 3 clusters Score -1153525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1153529.375000 Penalty: 4585.487793
	Iteration 46Q: 3 clusters Score -1153529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1153532.250000 Penalty: 4585.487793
	Iteration 47Q: 3 clusters Score -1153532 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1153536.000000 Penalty: 4585.487793
	Iteration 48Q: 3 clusters Score -1153536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 9686 members 
Entering Unmasked Estep 
Score: -1153536.625000 Penalty: 4585.487793
	Iteration 49Q: 3 clusters Score -1153537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -1153537.000000 Penalty: 4585.487793
	Iteration 50Q: 3 clusters Score -1153537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1153537.250000 Penalty: 4585.487793
	Iteration 51Q: 3 clusters Score -1153537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -1153537.250000 Penalty: 4585.487793
	Iteration 52Q: 3 clusters Score -1153537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1153539.125000 Penalty: 4585.487793
	Iteration 53Q: 3 clusters Score -1153539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1153539.750000 Penalty: 4585.487793
	Iteration 54Q: 3 clusters Score -1153540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 9694 members 
Entering Unmasked Estep 
Score: -1153539.750000 Penalty: 4585.487793
	Iteration 55F: 3 clusters Score -1153540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (215161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215161 members 
Entering Unmasked Estep 
Score: -25324984.000000 Penalty: 3045.227051
	Iteration 0F: 2 clusters Score -2.532498e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107780 members 
Mstep: Class 2 contains 107381 members 
Entering Unmasked Estep 
Score: -25186388.000000 Penalty: 6090.454102
	Iteration 0F: 3 clusters Score -2.518639e+07 nChanged 103836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112514 members 
Mstep: Class 2 contains 102647 members 
Entering Unmasked Estep 
Score: -25247304.000000 Penalty: 6090.454102
	Iteration 1F: 3 clusters Score -2.52473e+07 nChanged 6531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115493 members 
Mstep: Class 2 contains 99668 members 
Entering Unmasked Estep 
Score: -25248764.000000 Penalty: 6090.454102
	Iteration 2Q: 3 clusters Score -2.524876e+07 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120228 members 
Mstep: Class 2 contains 94933 members 
Entering Unmasked Estep 
Score: -25250934.000000 Penalty: 6090.454102
	Iteration 3Q: 3 clusters Score -2.525093e+07 nChanged 9104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127440 members 
Mstep: Class 2 contains 87721 members 
Entering Unmasked Estep 
Score: -25254528.000000 Penalty: 6090.454102
	Iteration 4Q: 3 clusters Score -2.525453e+07 nChanged 11619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137875 members 
Mstep: Class 2 contains 77286 members 
Entering Unmasked Estep 
Score: -25260560.000000 Penalty: 6090.454102
	Iteration 5F: 3 clusters Score -2.526056e+07 nChanged 14683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151910 members 
Mstep: Class 2 contains 63251 members 
Entering Unmasked Estep 
Score: -25270346.000000 Penalty: 6090.454102
	Iteration 6F: 3 clusters Score -2.527035e+07 nChanged 16938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168560 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -25283894.000000 Penalty: 6090.454102
	Iteration 7F: 3 clusters Score -2.528389e+07 nChanged 16961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185359 members 
Mstep: Class 2 contains 29802 members 
Entering Unmasked Estep 
Score: -25297772.000000 Penalty: 6090.454102
	Iteration 8F: 3 clusters Score -2.529777e+07 nChanged 13205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198478 members 
Mstep: Class 2 contains 16683 members 
Entering Unmasked Estep 
Score: -25308620.000000 Penalty: 6090.454102
	Iteration 9F: 3 clusters Score -2.530862e+07 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206478 members 
Mstep: Class 2 contains 8683 members 
Entering Unmasked Estep 
Score: -25315522.000000 Penalty: 6090.454102
	Iteration 10Q: 3 clusters Score -2.531552e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210682 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -25319020.000000 Penalty: 6090.454102
	Iteration 11Q: 3 clusters Score -2.531902e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212668 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -25320620.000000 Penalty: 6090.454102
	Iteration 12Q: 3 clusters Score -2.532062e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213596 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -25321460.000000 Penalty: 6090.454102
	Iteration 13Q: 3 clusters Score -2.532146e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214000 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -25321744.000000 Penalty: 6090.454102
	Iteration 14Q: 3 clusters Score -2.532174e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214219 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -25321902.000000 Penalty: 6090.454102
	Iteration 15Q: 3 clusters Score -2.53219e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214336 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -25322032.000000 Penalty: 6090.454102
	Iteration 16Q: 3 clusters Score -2.532203e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214397 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -25322118.000000 Penalty: 6090.454102
	Iteration 17Q: 3 clusters Score -2.532212e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214438 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -25322172.000000 Penalty: 6090.454102
	Iteration 18Q: 3 clusters Score -2.532217e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214471 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -25322210.000000 Penalty: 6090.454102
	Iteration 19Q: 3 clusters Score -2.532221e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214492 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -25322220.000000 Penalty: 6090.454102
	Iteration 20F: 3 clusters Score -2.532222e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214497 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -25322258.000000 Penalty: 6090.454102
	Iteration 21Q: 3 clusters Score -2.532226e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214502 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -25322272.000000 Penalty: 6090.454102
	Iteration 22Q: 3 clusters Score -2.532227e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214506 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -25322284.000000 Penalty: 6090.454102
	Iteration 23Q: 3 clusters Score -2.532228e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214515 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -25322286.000000 Penalty: 6090.454102
	Iteration 24Q: 3 clusters Score -2.532229e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214517 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -25322306.000000 Penalty: 6090.454102
	Iteration 25Q: 3 clusters Score -2.532231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214518 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -25322302.000000 Penalty: 6090.454102
	Iteration 26Q: 3 clusters Score -2.53223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214521 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -25322322.000000 Penalty: 6090.454102
	Iteration 27Q: 3 clusters Score -2.532232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214521 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -25322316.000000 Penalty: 6090.454102
	Iteration 28Q: 3 clusters Score -2.532232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214522 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -25322306.000000 Penalty: 6090.454102
	Iteration 29Q: 3 clusters Score -2.532231e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214524 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -25322326.000000 Penalty: 6090.454102
	Iteration 30Q: 3 clusters Score -2.532233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214524 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -25322314.000000 Penalty: 6090.454102
	Iteration 31Q: 3 clusters Score -2.532231e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214525 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -25322308.000000 Penalty: 6090.454102
	Iteration 32Q: 3 clusters Score -2.532231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214526 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -25322330.000000 Penalty: 6090.454102
	Iteration 33Q: 3 clusters Score -2.532233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214527 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -25322316.000000 Penalty: 6090.454102
	Iteration 34Q: 3 clusters Score -2.532232e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214527 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -25322332.000000 Penalty: 6090.454102
	Iteration 35Q: 3 clusters Score -2.532233e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214529 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -25322320.000000 Penalty: 6090.454102
	Iteration 36Q: 3 clusters Score -2.532232e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214529 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -25322358.000000 Penalty: 6090.454102
	Iteration 37Q: 3 clusters Score -2.532236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214532 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -25322350.000000 Penalty: 6090.454102
	Iteration 38Q: 3 clusters Score -2.532235e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214538 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -25322366.000000 Penalty: 6090.454102
	Iteration 39Q: 3 clusters Score -2.532237e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214540 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -25322358.000000 Penalty: 6090.454102
	Iteration 40F: 3 clusters Score -2.532236e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214543 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -25322376.000000 Penalty: 6090.454102
	Iteration 41Q: 3 clusters Score -2.532238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214542 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -25322362.000000 Penalty: 6090.454102
	Iteration 42Q: 3 clusters Score -2.532236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214542 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -25322374.000000 Penalty: 6090.454102
	Iteration 43Q: 3 clusters Score -2.532237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214541 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -25322372.000000 Penalty: 6090.454102
	Iteration 44Q: 3 clusters Score -2.532237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214541 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -25322388.000000 Penalty: 6090.454102
	Iteration 45Q: 3 clusters Score -2.532239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214544 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -25322380.000000 Penalty: 6090.454102
	Iteration 46Q: 3 clusters Score -2.532238e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214546 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -25322390.000000 Penalty: 6090.454102
	Iteration 47Q: 3 clusters Score -2.532239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214549 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -25322386.000000 Penalty: 6090.454102
	Iteration 48Q: 3 clusters Score -2.532239e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214552 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -25322386.000000 Penalty: 6090.454102
	Iteration 49Q: 3 clusters Score -2.532239e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214552 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -25322380.000000 Penalty: 6090.454102
	Iteration 50Q: 3 clusters Score -2.532238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214555 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -25322392.000000 Penalty: 6090.454102
	Iteration 51Q: 3 clusters Score -2.532239e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214558 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -25322368.000000 Penalty: 6090.454102
	Iteration 52Q: 3 clusters Score -2.532237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214562 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -25322394.000000 Penalty: 6090.454102
	Iteration 53Q: 3 clusters Score -2.532239e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214565 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -25322404.000000 Penalty: 6090.454102
	Iteration 54Q: 3 clusters Score -2.53224e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214570 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -25322398.000000 Penalty: 6090.454102
	Iteration 55Q: 3 clusters Score -2.53224e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214574 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -25322398.000000 Penalty: 6090.454102
	Iteration 56Q: 3 clusters Score -2.53224e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214576 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -25322406.000000 Penalty: 6090.454102
	Iteration 57Q: 3 clusters Score -2.532241e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214576 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -25322406.000000 Penalty: 6090.454102
	Iteration 58Q: 3 clusters Score -2.532241e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214575 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -25322404.000000 Penalty: 6090.454102
	Iteration 59Q: 3 clusters Score -2.53224e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214575 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -25322404.000000 Penalty: 6090.454102
	Iteration 60F: 3 clusters Score -2.53224e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2547 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Entering Unmasked Estep 
Score: -197710.093750 Penalty: 1944.982544
	Iteration 0F: 2 clusters Score -197710.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -194801.968750 Penalty: 3889.965088
	Iteration 0F: 3 clusters Score -194802 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -195574.687500 Penalty: 3889.965088
	Iteration 1F: 3 clusters Score -195574.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -195936.890625 Penalty: 3889.965088
	Iteration 2F: 3 clusters Score -195936.9 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -196319.265625 Penalty: 3889.965088
	Iteration 3F: 3 clusters Score -196319.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -196734.000000 Penalty: 3889.965088
	Iteration 4F: 3 clusters Score -196734 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -197220.390625 Penalty: 3889.965088
	Iteration 5F: 3 clusters Score -197220.4 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -197729.500000 Penalty: 3889.965088
	Iteration 6F: 3 clusters Score -197729.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -197975.250000 Penalty: 3889.965088
	Iteration 7F: 3 clusters Score -197975.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -198050.953125 Penalty: 3889.965088
	Iteration 8Q: 3 clusters Score -198051 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -198091.093750 Penalty: 3889.965088
	Iteration 9Q: 3 clusters Score -198091.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -198108.968750 Penalty: 3889.965088
	Iteration 10Q: 3 clusters Score -198109 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -198115.078125 Penalty: 3889.965088
	Iteration 11Q: 3 clusters Score -198115.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -198120.921875 Penalty: 3889.965088
	Iteration 12Q: 3 clusters Score -198120.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -198121.640625 Penalty: 3889.965088
	Iteration 13Q: 3 clusters Score -198121.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -198121.640625 Penalty: 3889.965088
	Iteration 14F: 3 clusters Score -198121.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174399 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 268110 members 
Mstep: Class 9 contains 83274 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 8822 members 
Mstep: Class 12 contains 19778 members 
Mstep: Class 13 contains 156917 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 138218 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178471 members 
Mstep: Class 19 contains 26581 members 
Mstep: Class 20 contains 12920 members 
Mstep: Class 21 contains 2480 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 215161 members 
Mstep: Class 25 contains 1243 members 
Mstep: Class 26 contains 20662 members 
Mstep: Class 27 contains 1304 members 
Entering Unmasked Estep 
Score: -161461232.000000 Penalty: 94850.351562
Splitting cluster 25 changes total score from -161461600.000000 to -161461232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (20662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Entering Unmasked Estep 
Score: -2437792.750000 Penalty: 2464.140625
	Iteration 0F: 2 clusters Score -2437793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2423302.500000 Penalty: 4928.281250
	Iteration 0F: 3 clusters Score -2423302 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -2428198.000000 Penalty: 4928.281250
	Iteration 1F: 3 clusters Score -2428198 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -2428556.250000 Penalty: 4928.281250
	Iteration 2Q: 3 clusters Score -2428556 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -2428874.500000 Penalty: 4928.281250
	Iteration 3Q: 3 clusters Score -2428874 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2429205.500000 Penalty: 4928.281250
	Iteration 4Q: 3 clusters Score -2429206 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2429599.250000 Penalty: 4928.281250
	Iteration 5Q: 3 clusters Score -2429599 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -2430089.750000 Penalty: 4928.281250
	Iteration 6Q: 3 clusters Score -2430090 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15135 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2430817.250000 Penalty: 4928.281250
	Iteration 7F: 3 clusters Score -2430817 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -2431799.500000 Penalty: 4928.281250
	Iteration 8F: 3 clusters Score -2431800 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2432970.250000 Penalty: 4928.281250
	Iteration 9F: 3 clusters Score -2432970 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2434033.250000 Penalty: 4928.281250
	Iteration 10F: 3 clusters Score -2434033 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2434819.750000 Penalty: 4928.281250
	Iteration 11Q: 3 clusters Score -2434820 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -2435190.750000 Penalty: 4928.281250
	Iteration 12Q: 3 clusters Score -2435191 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -2435385.000000 Penalty: 4928.281250
	Iteration 13Q: 3 clusters Score -2435385 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20383 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -2435472.750000 Penalty: 4928.281250
	Iteration 14Q: 3 clusters Score -2435473 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -2435541.750000 Penalty: 4928.281250
	Iteration 15Q: 3 clusters Score -2435542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -2435567.250000 Penalty: 4928.281250
	Iteration 16Q: 3 clusters Score -2435567 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -2435577.250000 Penalty: 4928.281250
	Iteration 17Q: 3 clusters Score -2435577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -2435583.250000 Penalty: 4928.281250
	Iteration 18Q: 3 clusters Score -2435583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2435588.750000 Penalty: 4928.281250
	Iteration 19Q: 3 clusters Score -2435589 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2435600.000000 Penalty: 4928.281250
	Iteration 20F: 3 clusters Score -2435600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -2435600.750000 Penalty: 4928.281250
	Iteration 21Q: 3 clusters Score -2435601 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20449 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -2435608.250000 Penalty: 4928.281250
	Iteration 22Q: 3 clusters Score -2435608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2435610.000000 Penalty: 4928.281250
	Iteration 23Q: 3 clusters Score -2435610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -2435610.000000 Penalty: 4928.281250
	Iteration 24F: 3 clusters Score -2435610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174399 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 268110 members 
Mstep: Class 9 contains 83274 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 8822 members 
Mstep: Class 12 contains 19778 members 
Mstep: Class 13 contains 156917 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 138218 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178471 members 
Mstep: Class 19 contains 26581 members 
Mstep: Class 20 contains 12920 members 
Mstep: Class 21 contains 2480 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 215161 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 20662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461824.000000 Penalty: 91337.375000
Iteration 359Q: 27 clusters Score -1.614618e+08 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174316 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 268407 members 
Mstep: Class 9 contains 83168 members 
Mstep: Class 10 contains 11294 members 
Mstep: Class 11 contains 8816 members 
Mstep: Class 12 contains 19779 members 
Mstep: Class 13 contains 156902 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 138038 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178452 members 
Mstep: Class 19 contains 26582 members 
Mstep: Class 20 contains 12918 members 
Mstep: Class 21 contains 2480 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 215171 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 20763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161461968.000000 Penalty: 91337.375000
Iteration 360F: 27 clusters Score -1.61462e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174256 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 268701 members 
Mstep: Class 9 contains 83070 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 8808 members 
Mstep: Class 12 contains 19779 members 
Mstep: Class 13 contains 156893 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 137847 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178440 members 
Mstep: Class 19 contains 26584 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 2480 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 215163 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 20857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462192.000000 Penalty: 91337.375000
Iteration 361Q: 27 clusters Score -1.614622e+08 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174207 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 268981 members 
Mstep: Class 9 contains 82972 members 
Mstep: Class 10 contains 11296 members 
Mstep: Class 11 contains 8795 members 
Mstep: Class 12 contains 19781 members 
Mstep: Class 13 contains 156872 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 137654 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178418 members 
Mstep: Class 19 contains 26587 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 2479 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 215168 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 20965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462128.000000 Penalty: 91337.375000
Iteration 362Q: 27 clusters Score -1.614621e+08 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174159 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 269249 members 
Mstep: Class 9 contains 82877 members 
Mstep: Class 10 contains 11296 members 
Mstep: Class 11 contains 8788 members 
Mstep: Class 12 contains 19781 members 
Mstep: Class 13 contains 156862 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 137457 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178383 members 
Mstep: Class 19 contains 26586 members 
Mstep: Class 20 contains 12913 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 215201 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 21059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462336.000000 Penalty: 91337.375000
Iteration 363Q: 27 clusters Score -1.614623e+08 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174137 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 269495 members 
Mstep: Class 9 contains 82790 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 8780 members 
Mstep: Class 12 contains 19781 members 
Mstep: Class 13 contains 156837 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 137260 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178364 members 
Mstep: Class 19 contains 26586 members 
Mstep: Class 20 contains 12912 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 215215 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 21160 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462448.000000 Penalty: 91337.375000
Iteration 364Q: 27 clusters Score -1.614624e+08 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174097 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 269751 members 
Mstep: Class 9 contains 82695 members 
Mstep: Class 10 contains 11295 members 
Mstep: Class 11 contains 8770 members 
Mstep: Class 12 contains 19781 members 
Mstep: Class 13 contains 156822 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 137041 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178365 members 
Mstep: Class 19 contains 26590 members 
Mstep: Class 20 contains 12915 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 215230 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 21259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462368.000000 Penalty: 91337.375000
Iteration 365Q: 27 clusters Score -1.614624e+08 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174051 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 270026 members 
Mstep: Class 9 contains 82601 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 8758 members 
Mstep: Class 12 contains 19782 members 
Mstep: Class 13 contains 156823 members 
Mstep: Class 14 contains 15625 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 136823 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178356 members 
Mstep: Class 19 contains 26593 members 
Mstep: Class 20 contains 12914 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 215225 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 21364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462448.000000 Penalty: 91337.375000
Iteration 366Q: 27 clusters Score -1.614624e+08 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174042 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 270287 members 
Mstep: Class 9 contains 82507 members 
Mstep: Class 10 contains 11298 members 
Mstep: Class 11 contains 8752 members 
Mstep: Class 12 contains 19779 members 
Mstep: Class 13 contains 156814 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 136606 members 
Mstep: Class 17 contains 2086 members 
Mstep: Class 18 contains 178355 members 
Mstep: Class 19 contains 26595 members 
Mstep: Class 20 contains 12906 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 215220 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 21451 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462448.000000 Penalty: 91337.375000
Iteration 367Q: 27 clusters Score -1.614624e+08 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174016 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 270517 members 
Mstep: Class 9 contains 82412 members 
Mstep: Class 10 contains 11297 members 
Mstep: Class 11 contains 8746 members 
Mstep: Class 12 contains 19781 members 
Mstep: Class 13 contains 156837 members 
Mstep: Class 14 contains 15624 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 136388 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 178372 members 
Mstep: Class 19 contains 26595 members 
Mstep: Class 20 contains 12893 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 215218 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 21539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462640.000000 Penalty: 91337.375000
Iteration 368Q: 27 clusters Score -1.614626e+08 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 174002 members 
Mstep: Class 7 contains 3512 members 
Mstep: Class 8 contains 270721 members 
Mstep: Class 9 contains 82315 members 
Mstep: Class 10 contains 11293 members 
Mstep: Class 11 contains 8736 members 
Mstep: Class 12 contains 19782 members 
Mstep: Class 13 contains 156847 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 136198 members 
Mstep: Class 17 contains 2087 members 
Mstep: Class 18 contains 178397 members 
Mstep: Class 19 contains 26604 members 
Mstep: Class 20 contains 12885 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 215204 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 21629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462784.000000 Penalty: 91337.375000
Iteration 369Q: 27 clusters Score -1.614628e+08 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173968 members 
Mstep: Class 7 contains 3512 members 
Mstep: Class 8 contains 270926 members 
Mstep: Class 9 contains 82227 members 
Mstep: Class 10 contains 11292 members 
Mstep: Class 11 contains 8729 members 
Mstep: Class 12 contains 19782 members 
Mstep: Class 13 contains 156857 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 136045 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178408 members 
Mstep: Class 19 contains 26610 members 
Mstep: Class 20 contains 12876 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 215177 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 21713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462832.000000 Penalty: 91337.375000
Iteration 370Q: 27 clusters Score -1.614628e+08 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 7978 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173944 members 
Mstep: Class 7 contains 3511 members 
Mstep: Class 8 contains 271122 members 
Mstep: Class 9 contains 82145 members 
Mstep: Class 10 contains 11290 members 
Mstep: Class 11 contains 8722 members 
Mstep: Class 12 contains 19781 members 
Mstep: Class 13 contains 156855 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19725 members 
Mstep: Class 16 contains 135888 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178429 members 
Mstep: Class 19 contains 26611 members 
Mstep: Class 20 contains 12866 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 215160 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 21792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462832.000000 Penalty: 91337.375000
Iteration 371Q: 27 clusters Score -1.614628e+08 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 7978 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173915 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 271308 members 
Mstep: Class 9 contains 82084 members 
Mstep: Class 10 contains 11289 members 
Mstep: Class 11 contains 8709 members 
Mstep: Class 12 contains 19779 members 
Mstep: Class 13 contains 156836 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 135743 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178453 members 
Mstep: Class 19 contains 26615 members 
Mstep: Class 20 contains 12859 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12090 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 215152 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 21864 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462736.000000 Penalty: 91337.375000
Iteration 372Q: 27 clusters Score -1.614627e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24384 members 
Mstep: Class 2 contains 7976 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173895 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 271501 members 
Mstep: Class 9 contains 82025 members 
Mstep: Class 10 contains 11289 members 
Mstep: Class 11 contains 8692 members 
Mstep: Class 12 contains 19779 members 
Mstep: Class 13 contains 156831 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 135602 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178449 members 
Mstep: Class 19 contains 26617 members 
Mstep: Class 20 contains 12849 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12092 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 215142 members 
Mstep: Class 25 contains 2547 members 
Mstep: Class 26 contains 21936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462848.000000 Penalty: 91337.375000
Iteration 373Q: 27 clusters Score -1.614628e+08 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173858 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 271698 members 
Mstep: Class 9 contains 81969 members 
Mstep: Class 10 contains 11287 members 
Mstep: Class 11 contains 8673 members 
Mstep: Class 12 contains 19780 members 
Mstep: Class 13 contains 156841 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19725 members 
Mstep: Class 16 contains 135464 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178458 members 
Mstep: Class 19 contains 26620 members 
Mstep: Class 20 contains 12840 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 12093 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 215115 members 
Mstep: Class 25 contains 2548 members 
Mstep: Class 26 contains 22005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462960.000000 Penalty: 91337.375000
Iteration 374Q: 27 clusters Score -1.61463e+08 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 7974 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173828 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 271902 members 
Mstep: Class 9 contains 81918 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 8653 members 
Mstep: Class 12 contains 19779 members 
Mstep: Class 13 contains 156844 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19725 members 
Mstep: Class 16 contains 135318 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178455 members 
Mstep: Class 19 contains 26622 members 
Mstep: Class 20 contains 12833 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12094 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 215096 members 
Mstep: Class 25 contains 2549 members 
Mstep: Class 26 contains 22073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 91337.375000
Iteration 375Q: 27 clusters Score -1.614628e+08 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173802 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 272104 members 
Mstep: Class 9 contains 81866 members 
Mstep: Class 10 contains 11285 members 
Mstep: Class 11 contains 8635 members 
Mstep: Class 12 contains 19779 members 
Mstep: Class 13 contains 156849 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19725 members 
Mstep: Class 16 contains 135174 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178448 members 
Mstep: Class 19 contains 26626 members 
Mstep: Class 20 contains 12831 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 12094 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 215066 members 
Mstep: Class 25 contains 2551 members 
Mstep: Class 26 contains 22142 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462672.000000 Penalty: 91337.375000
Iteration 376Q: 27 clusters Score -1.614627e+08 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173756 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 272300 members 
Mstep: Class 9 contains 81808 members 
Mstep: Class 10 contains 11283 members 
Mstep: Class 11 contains 8630 members 
Mstep: Class 12 contains 19779 members 
Mstep: Class 13 contains 156864 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 135025 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178442 members 
Mstep: Class 19 contains 26628 members 
Mstep: Class 20 contains 12829 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12095 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 215058 members 
Mstep: Class 25 contains 2552 members 
Mstep: Class 26 contains 22205 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462720.000000 Penalty: 91337.375000
Iteration 377Q: 27 clusters Score -1.614627e+08 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173715 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 272516 members 
Mstep: Class 9 contains 81757 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 8627 members 
Mstep: Class 12 contains 19777 members 
Mstep: Class 13 contains 156863 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 134858 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178454 members 
Mstep: Class 19 contains 26625 members 
Mstep: Class 20 contains 12825 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12094 members 
Mstep: Class 23 contains 10354 members 
Mstep: Class 24 contains 215044 members 
Mstep: Class 25 contains 2553 members 
Mstep: Class 26 contains 22261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462864.000000 Penalty: 91337.375000
Iteration 378Q: 27 clusters Score -1.614629e+08 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 7972 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173681 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 272742 members 
Mstep: Class 9 contains 81701 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 8625 members 
Mstep: Class 12 contains 19778 members 
Mstep: Class 13 contains 156861 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 134679 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178459 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 12824 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 12090 members 
Mstep: Class 23 contains 10354 members 
Mstep: Class 24 contains 215038 members 
Mstep: Class 25 contains 2556 members 
Mstep: Class 26 contains 22313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463008.000000 Penalty: 91337.375000
Iteration 379Q: 27 clusters Score -1.61463e+08 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173664 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 272935 members 
Mstep: Class 9 contains 81657 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8619 members 
Mstep: Class 12 contains 19780 members 
Mstep: Class 13 contains 156867 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 134492 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178473 members 
Mstep: Class 19 contains 26619 members 
Mstep: Class 20 contains 12821 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 12088 members 
Mstep: Class 23 contains 10354 members 
Mstep: Class 24 contains 215032 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 22364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462928.000000 Penalty: 91337.375000
Iteration 380F: 27 clusters Score -1.614629e+08 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 7971 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173645 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 273119 members 
Mstep: Class 9 contains 81623 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 8611 members 
Mstep: Class 12 contains 19779 members 
Mstep: Class 13 contains 156849 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 134325 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178491 members 
Mstep: Class 19 contains 26617 members 
Mstep: Class 20 contains 12815 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 12089 members 
Mstep: Class 23 contains 10354 members 
Mstep: Class 24 contains 215040 members 
Mstep: Class 25 contains 2559 members 
Mstep: Class 26 contains 22408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462832.000000 Penalty: 91337.375000
Iteration 381Q: 27 clusters Score -1.614628e+08 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173642 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 273289 members 
Mstep: Class 9 contains 81590 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8604 members 
Mstep: Class 12 contains 19780 members 
Mstep: Class 13 contains 156850 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 134160 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178506 members 
Mstep: Class 19 contains 26618 members 
Mstep: Class 20 contains 12812 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 12090 members 
Mstep: Class 23 contains 10353 members 
Mstep: Class 24 contains 215026 members 
Mstep: Class 25 contains 2560 members 
Mstep: Class 26 contains 22447 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462976.000000 Penalty: 91337.375000
Iteration 382Q: 27 clusters Score -1.61463e+08 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173628 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 273448 members 
Mstep: Class 9 contains 81558 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8597 members 
Mstep: Class 12 contains 19780 members 
Mstep: Class 13 contains 156855 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 133995 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178522 members 
Mstep: Class 19 contains 26619 members 
Mstep: Class 20 contains 12806 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12090 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 215022 members 
Mstep: Class 25 contains 2560 members 
Mstep: Class 26 contains 22493 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463168.000000 Penalty: 91337.375000
Iteration 383Q: 27 clusters Score -1.614632e+08 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173633 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 273604 members 
Mstep: Class 9 contains 81532 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8591 members 
Mstep: Class 12 contains 19780 members 
Mstep: Class 13 contains 156861 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 133815 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178527 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 12800 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12091 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 215024 members 
Mstep: Class 25 contains 2560 members 
Mstep: Class 26 contains 22533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463088.000000 Penalty: 91337.375000
Iteration 384Q: 27 clusters Score -1.614631e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173625 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 273757 members 
Mstep: Class 9 contains 81512 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8586 members 
Mstep: Class 12 contains 19782 members 
Mstep: Class 13 contains 156872 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 133649 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178545 members 
Mstep: Class 19 contains 26616 members 
Mstep: Class 20 contains 12793 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12092 members 
Mstep: Class 23 contains 10353 members 
Mstep: Class 24 contains 215014 members 
Mstep: Class 25 contains 2560 members 
Mstep: Class 26 contains 22569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463056.000000 Penalty: 91337.375000
Iteration 385Q: 27 clusters Score -1.614631e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173631 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 273878 members 
Mstep: Class 9 contains 81501 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 8582 members 
Mstep: Class 12 contains 19782 members 
Mstep: Class 13 contains 156878 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19728 members 
Mstep: Class 16 contains 133495 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178555 members 
Mstep: Class 19 contains 26616 members 
Mstep: Class 20 contains 12791 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12093 members 
Mstep: Class 23 contains 10354 members 
Mstep: Class 24 contains 215019 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463152.000000 Penalty: 91337.375000
Iteration 386Q: 27 clusters Score -1.614632e+08 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173642 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 274008 members 
Mstep: Class 9 contains 81492 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 8579 members 
Mstep: Class 12 contains 19782 members 
Mstep: Class 13 contains 156874 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 133337 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178568 members 
Mstep: Class 19 contains 26616 members 
Mstep: Class 20 contains 12786 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12094 members 
Mstep: Class 23 contains 10354 members 
Mstep: Class 24 contains 215027 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463264.000000 Penalty: 91337.375000
Iteration 387Q: 27 clusters Score -1.614633e+08 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173642 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 274123 members 
Mstep: Class 9 contains 81489 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8575 members 
Mstep: Class 12 contains 19781 members 
Mstep: Class 13 contains 156882 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 133186 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178589 members 
Mstep: Class 19 contains 26617 members 
Mstep: Class 20 contains 12783 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12097 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215037 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463104.000000 Penalty: 91337.375000
Iteration 388Q: 27 clusters Score -1.614631e+08 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173625 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 274223 members 
Mstep: Class 9 contains 81488 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 8567 members 
Mstep: Class 12 contains 19781 members 
Mstep: Class 13 contains 156898 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 133038 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178627 members 
Mstep: Class 19 contains 26619 members 
Mstep: Class 20 contains 12780 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12099 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 215045 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463056.000000 Penalty: 91337.375000
Iteration 389Q: 27 clusters Score -1.614631e+08 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173611 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 274304 members 
Mstep: Class 9 contains 81487 members 
Mstep: Class 10 contains 11282 members 
Mstep: Class 11 contains 8560 members 
Mstep: Class 12 contains 19782 members 
Mstep: Class 13 contains 156911 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 132919 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178646 members 
Mstep: Class 19 contains 26618 members 
Mstep: Class 20 contains 12775 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12100 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 215065 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463200.000000 Penalty: 91337.375000
Iteration 390Q: 27 clusters Score -1.614632e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173613 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 274382 members 
Mstep: Class 9 contains 81480 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 8551 members 
Mstep: Class 12 contains 19782 members 
Mstep: Class 13 contains 156918 members 
Mstep: Class 14 contains 15622 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 132786 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178665 members 
Mstep: Class 19 contains 26619 members 
Mstep: Class 20 contains 12771 members 
Mstep: Class 21 contains 2475 members 
Mstep: Class 22 contains 12103 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215099 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463152.000000 Penalty: 91337.375000
Iteration 391Q: 27 clusters Score -1.614632e+08 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173607 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 274481 members 
Mstep: Class 9 contains 81477 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 8542 members 
Mstep: Class 12 contains 19783 members 
Mstep: Class 13 contains 156919 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 132649 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178686 members 
Mstep: Class 19 contains 26617 members 
Mstep: Class 20 contains 12765 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 12105 members 
Mstep: Class 23 contains 10354 members 
Mstep: Class 24 contains 215130 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463008.000000 Penalty: 91337.375000
Iteration 392Q: 27 clusters Score -1.61463e+08 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173597 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 274561 members 
Mstep: Class 9 contains 81475 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 8532 members 
Mstep: Class 12 contains 19783 members 
Mstep: Class 13 contains 156932 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 132520 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178705 members 
Mstep: Class 19 contains 26616 members 
Mstep: Class 20 contains 12759 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215166 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462960.000000 Penalty: 91337.375000
Iteration 393Q: 27 clusters Score -1.61463e+08 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173588 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 274646 members 
Mstep: Class 9 contains 81469 members 
Mstep: Class 10 contains 11282 members 
Mstep: Class 11 contains 8524 members 
Mstep: Class 12 contains 19783 members 
Mstep: Class 13 contains 156940 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 132410 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178707 members 
Mstep: Class 19 contains 26615 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215196 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22682 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 91337.375000
Iteration 394Q: 27 clusters Score -1.614628e+08 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173575 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 274736 members 
Mstep: Class 9 contains 81463 members 
Mstep: Class 10 contains 11282 members 
Mstep: Class 11 contains 8520 members 
Mstep: Class 12 contains 19784 members 
Mstep: Class 13 contains 156955 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 132291 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178718 members 
Mstep: Class 19 contains 26613 members 
Mstep: Class 20 contains 12757 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215212 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462672.000000 Penalty: 91337.375000
Iteration 395Q: 27 clusters Score -1.614627e+08 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173572 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 274808 members 
Mstep: Class 9 contains 81452 members 
Mstep: Class 10 contains 11283 members 
Mstep: Class 11 contains 8514 members 
Mstep: Class 12 contains 19784 members 
Mstep: Class 13 contains 156959 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 132187 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178723 members 
Mstep: Class 19 contains 26616 members 
Mstep: Class 20 contains 12755 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215239 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462608.000000 Penalty: 91337.375000
Iteration 396Q: 27 clusters Score -1.614626e+08 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173580 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 274875 members 
Mstep: Class 9 contains 81438 members 
Mstep: Class 10 contains 11281 members 
Mstep: Class 11 contains 8510 members 
Mstep: Class 12 contains 19783 members 
Mstep: Class 13 contains 156982 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 132078 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178727 members 
Mstep: Class 19 contains 26615 members 
Mstep: Class 20 contains 12753 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215260 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462688.000000 Penalty: 91337.375000
Iteration 397Q: 27 clusters Score -1.614627e+08 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173581 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 274934 members 
Mstep: Class 9 contains 81428 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 19784 members 
Mstep: Class 13 contains 157012 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 131945 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178745 members 
Mstep: Class 19 contains 26618 members 
Mstep: Class 20 contains 12751 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215285 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462592.000000 Penalty: 91337.375000
Iteration 398Q: 27 clusters Score -1.614626e+08 nChanged 218
Entering ConstructFrom: 
Score: -161462592.000000 Penalty: 91337.375000
Entering ConstructFrom: 
Trying to split cluster 1 (24369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24369 members 
Entering Unmasked Estep 
Score: -2473561.000000 Penalty: 2505.064697
	Iteration 0F: 2 clusters Score -2473561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2456681.500000 Penalty: 5010.129395
	Iteration 0F: 3 clusters Score -2456682 nChanged 10827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 12762 members 
Entering Unmasked Estep 
Score: -2462766.750000 Penalty: 5010.129395
	Iteration 1F: 3 clusters Score -2462767 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2463456.000000 Penalty: 5010.129395
	Iteration 2F: 3 clusters Score -2463456 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 13673 members 
Entering Unmasked Estep 
Score: -2464150.000000 Penalty: 5010.129395
	Iteration 3F: 3 clusters Score -2464150 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -2464923.500000 Penalty: 5010.129395
	Iteration 4F: 3 clusters Score -2464924 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -2465757.750000 Penalty: 5010.129395
	Iteration 5F: 3 clusters Score -2465758 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -2466687.500000 Penalty: 5010.129395
	Iteration 6F: 3 clusters Score -2466688 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7481 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2467660.000000 Penalty: 5010.129395
	Iteration 7F: 3 clusters Score -2467660 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 17757 members 
Entering Unmasked Estep 
Score: -2468613.500000 Penalty: 5010.129395
	Iteration 8F: 3 clusters Score -2468614 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -2469377.500000 Penalty: 5010.129395
	Iteration 9Q: 3 clusters Score -2469378 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -2469989.500000 Penalty: 5010.129395
	Iteration 10Q: 3 clusters Score -2469990 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2470388.500000 Penalty: 5010.129395
	Iteration 11Q: 3 clusters Score -2470388 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 19702 members 
Entering Unmasked Estep 
Score: -2470697.000000 Penalty: 5010.129395
	Iteration 12Q: 3 clusters Score -2470697 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -2470963.500000 Penalty: 5010.129395
	Iteration 13Q: 3 clusters Score -2470964 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2471173.750000 Penalty: 5010.129395
	Iteration 14Q: 3 clusters Score -2471174 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -2471321.000000 Penalty: 5010.129395
	Iteration 15Q: 3 clusters Score -2471321 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -2471429.250000 Penalty: 5010.129395
	Iteration 16Q: 3 clusters Score -2471429 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -2471508.250000 Penalty: 5010.129395
	Iteration 17Q: 3 clusters Score -2471508 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -2471553.750000 Penalty: 5010.129395
	Iteration 18Q: 3 clusters Score -2471554 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 20684 members 
Entering Unmasked Estep 
Score: -2471583.000000 Penalty: 5010.129395
	Iteration 19Q: 3 clusters Score -2471583 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 20727 members 
Entering Unmasked Estep 
Score: -2471609.500000 Penalty: 5010.129395
	Iteration 20F: 3 clusters Score -2471610 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -2471624.500000 Penalty: 5010.129395
	Iteration 21Q: 3 clusters Score -2471624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -2471644.000000 Penalty: 5010.129395
	Iteration 22Q: 3 clusters Score -2471644 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2471657.750000 Penalty: 5010.129395
	Iteration 23Q: 3 clusters Score -2471658 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -2471663.250000 Penalty: 5010.129395
	Iteration 24Q: 3 clusters Score -2471663 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2471672.000000 Penalty: 5010.129395
	Iteration 25Q: 3 clusters Score -2471672 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 20841 members 
Entering Unmasked Estep 
Score: -2471675.250000 Penalty: 5010.129395
	Iteration 26Q: 3 clusters Score -2471675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 20845 members 
Entering Unmasked Estep 
Score: -2471682.250000 Penalty: 5010.129395
	Iteration 27Q: 3 clusters Score -2471682 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 20855 members 
Entering Unmasked Estep 
Score: -2471698.250000 Penalty: 5010.129395
	Iteration 28Q: 3 clusters Score -2471698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2471693.000000 Penalty: 5010.129395
	Iteration 29Q: 3 clusters Score -2471693 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2471691.750000 Penalty: 5010.129395
	Iteration 30Q: 3 clusters Score -2471692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -2471699.000000 Penalty: 5010.129395
	Iteration 31Q: 3 clusters Score -2471699 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -2471699.750000 Penalty: 5010.129395
	Iteration 32Q: 3 clusters Score -2471700 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 20901 members 
Entering Unmasked Estep 
Score: -2471703.750000 Penalty: 5010.129395
	Iteration 33Q: 3 clusters Score -2471704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2471701.250000 Penalty: 5010.129395
	Iteration 34Q: 3 clusters Score -2471701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -2471704.250000 Penalty: 5010.129395
	Iteration 35Q: 3 clusters Score -2471704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 20904 members 
Entering Unmasked Estep 
Score: -2471709.000000 Penalty: 5010.129395
	Iteration 36Q: 3 clusters Score -2471709 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2471711.750000 Penalty: 5010.129395
	Iteration 37Q: 3 clusters Score -2471712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2471708.500000 Penalty: 5010.129395
	Iteration 38Q: 3 clusters Score -2471708 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2471712.750000 Penalty: 5010.129395
	Iteration 39Q: 3 clusters Score -2471713 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -2471710.750000 Penalty: 5010.129395
	Iteration 40F: 3 clusters Score -2471711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -2471707.250000 Penalty: 5010.129395
	Iteration 41Q: 3 clusters Score -2471707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2471709.500000 Penalty: 5010.129395
	Iteration 42Q: 3 clusters Score -2471710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2471713.000000 Penalty: 5010.129395
	Iteration 43Q: 3 clusters Score -2471713 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2471714.500000 Penalty: 5010.129395
	Iteration 44Q: 3 clusters Score -2471714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2471712.250000 Penalty: 5010.129395
	Iteration 45Q: 3 clusters Score -2471712 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -2471713.250000 Penalty: 5010.129395
	Iteration 46Q: 3 clusters Score -2471713 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -2471714.000000 Penalty: 5010.129395
	Iteration 47Q: 3 clusters Score -2471714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -2471710.000000 Penalty: 5010.129395
	Iteration 48Q: 3 clusters Score -2471710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -2471715.500000 Penalty: 5010.129395
	Iteration 49Q: 3 clusters Score -2471716 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3410 members 
Mstep: Class 2 contains 20959 members 
Entering Unmasked Estep 
Score: -2471721.250000 Penalty: 5010.129395
	Iteration 50Q: 3 clusters Score -2471721 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -2471721.500000 Penalty: 5010.129395
	Iteration 51Q: 3 clusters Score -2471722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2471721.750000 Penalty: 5010.129395
	Iteration 52Q: 3 clusters Score -2471722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 20976 members 
Entering Unmasked Estep 
Score: -2471726.250000 Penalty: 5010.129395
	Iteration 53Q: 3 clusters Score -2471726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 20977 members 
Entering Unmasked Estep 
Score: -2471723.500000 Penalty: 5010.129395
	Iteration 54Q: 3 clusters Score -2471724 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -2471731.500000 Penalty: 5010.129395
	Iteration 55Q: 3 clusters Score -2471732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 20982 members 
Entering Unmasked Estep 
Score: -2471728.500000 Penalty: 5010.129395
	Iteration 56Q: 3 clusters Score -2471728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -2471729.500000 Penalty: 5010.129395
	Iteration 57Q: 3 clusters Score -2471730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -2471732.000000 Penalty: 5010.129395
	Iteration 58Q: 3 clusters Score -2471732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2471732.750000 Penalty: 5010.129395
	Iteration 59Q: 3 clusters Score -2471733 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -2471732.500000 Penalty: 5010.129395
	Iteration 60F: 3 clusters Score -2471732 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2471733.000000 Penalty: 5010.129395
	Iteration 61Q: 3 clusters Score -2471733 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2471734.250000 Penalty: 5010.129395
	Iteration 62Q: 3 clusters Score -2471734 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -2471734.000000 Penalty: 5010.129395
	Iteration 63Q: 3 clusters Score -2471734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -2471732.000000 Penalty: 5010.129395
	Iteration 64Q: 3 clusters Score -2471732 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 21008 members 
Entering Unmasked Estep 
Score: -2471733.250000 Penalty: 5010.129395
	Iteration 65Q: 3 clusters Score -2471733 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 21009 members 
Entering Unmasked Estep 
Score: -2471733.750000 Penalty: 5010.129395
	Iteration 66Q: 3 clusters Score -2471734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2471736.750000 Penalty: 5010.129395
	Iteration 67Q: 3 clusters Score -2471737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -2471736.750000 Penalty: 5010.129395
	Iteration 68F: 3 clusters Score -2471737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7966 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Entering Unmasked Estep 
Score: -780647.312500 Penalty: 2227.768555
	Iteration 0F: 2 clusters Score -780647.3 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 4022 members 
Entering Unmasked Estep 
Score: -774266.125000 Penalty: 4455.537109
	Iteration 0F: 3 clusters Score -774266.1 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -776115.312500 Penalty: 4455.537109
	Iteration 1F: 3 clusters Score -776115.3 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -776472.375000 Penalty: 4455.537109
	Iteration 2F: 3 clusters Score -776472.4 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -776789.937500 Penalty: 4455.537109
	Iteration 3F: 3 clusters Score -776789.9 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -777078.750000 Penalty: 4455.537109
	Iteration 4F: 3 clusters Score -777078.8 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -777360.375000 Penalty: 4455.537109
	Iteration 5F: 3 clusters Score -777360.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -777629.375000 Penalty: 4455.537109
	Iteration 6Q: 3 clusters Score -777629.4 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -777896.375000 Penalty: 4455.537109
	Iteration 7Q: 3 clusters Score -777896.4 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -778119.937500 Penalty: 4455.537109
	Iteration 8Q: 3 clusters Score -778119.9 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -778330.687500 Penalty: 4455.537109
	Iteration 9Q: 3 clusters Score -778330.7 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -778516.937500 Penalty: 4455.537109
	Iteration 10Q: 3 clusters Score -778516.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -778665.250000 Penalty: 4455.537109
	Iteration 11Q: 3 clusters Score -778665.2 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3497 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -778807.687500 Penalty: 4455.537109
	Iteration 12Q: 3 clusters Score -778807.7 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -778911.187500 Penalty: 4455.537109
	Iteration 13Q: 3 clusters Score -778911.2 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -778990.750000 Penalty: 4455.537109
	Iteration 14Q: 3 clusters Score -778990.8 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3214 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -779051.812500 Penalty: 4455.537109
	Iteration 15Q: 3 clusters Score -779051.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -779109.187500 Penalty: 4455.537109
	Iteration 16Q: 3 clusters Score -779109.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -779163.250000 Penalty: 4455.537109
	Iteration 17Q: 3 clusters Score -779163.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -779203.125000 Penalty: 4455.537109
	Iteration 18Q: 3 clusters Score -779203.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -779246.625000 Penalty: 4455.537109
	Iteration 19Q: 3 clusters Score -779246.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -779293.625000 Penalty: 4455.537109
	Iteration 20F: 3 clusters Score -779293.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2907 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -779324.562500 Penalty: 4455.537109
	Iteration 21Q: 3 clusters Score -779324.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5096 members 
Entering Unmasked Estep 
Score: -779352.875000 Penalty: 4455.537109
	Iteration 22Q: 3 clusters Score -779352.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -779375.125000 Penalty: 4455.537109
	Iteration 23Q: 3 clusters Score -779375.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -779391.562500 Penalty: 4455.537109
	Iteration 24Q: 3 clusters Score -779391.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -779404.187500 Penalty: 4455.537109
	Iteration 25Q: 3 clusters Score -779404.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -779417.500000 Penalty: 4455.537109
	Iteration 26Q: 3 clusters Score -779417.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -779430.625000 Penalty: 4455.537109
	Iteration 27Q: 3 clusters Score -779430.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -779440.062500 Penalty: 4455.537109
	Iteration 28Q: 3 clusters Score -779440.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -779449.062500 Penalty: 4455.537109
	Iteration 29Q: 3 clusters Score -779449.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -779450.187500 Penalty: 4455.537109
	Iteration 30Q: 3 clusters Score -779450.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -779456.375000 Penalty: 4455.537109
	Iteration 31Q: 3 clusters Score -779456.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -779461.187500 Penalty: 4455.537109
	Iteration 32Q: 3 clusters Score -779461.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -779467.437500 Penalty: 4455.537109
	Iteration 33Q: 3 clusters Score -779467.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -779473.000000 Penalty: 4455.537109
	Iteration 34Q: 3 clusters Score -779473 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -779477.375000 Penalty: 4455.537109
	Iteration 35Q: 3 clusters Score -779477.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -779477.250000 Penalty: 4455.537109
	Iteration 36Q: 3 clusters Score -779477.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -779478.875000 Penalty: 4455.537109
	Iteration 37Q: 3 clusters Score -779478.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -779479.937500 Penalty: 4455.537109
	Iteration 38Q: 3 clusters Score -779479.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -779482.250000 Penalty: 4455.537109
	Iteration 39Q: 3 clusters Score -779482.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -779482.250000 Penalty: 4455.537109
	Iteration 40F: 3 clusters Score -779482.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -42044.890625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -42044.89 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 216 members 
Entering Unmasked Estep 
Score: -40576.058594 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40576.06 nChanged 65
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: -40750.652344 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40750.65 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40808.914062 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -40808.91 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40847.585938 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -40847.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -40867.039062 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -40867.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40887.257812 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -40887.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -40908.789062 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -40908.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -40964.632812 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -40964.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41012.027344 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -41012.03 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -41114.429688 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -41114.43 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -41275.019531 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -41275.02 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -41348.605469 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -41348.61 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -41403.484375 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -41403.48 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -41426.898438 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -41426.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -41436.238281 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -41436.24 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -41474.789062 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -41474.79 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41531.378906 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -41531.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41540.019531 Penalty: 3020.166260
	Iteration 17Q: 3 clusters Score -41540.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41546.230469 Penalty: 3020.166260
	Iteration 18Q: 3 clusters Score -41546.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -41552.312500 Penalty: 3020.166260
	Iteration 19Q: 3 clusters Score -41552.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -41555.226562 Penalty: 3020.166260
	Iteration 20F: 3 clusters Score -41555.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -245187.687500 Penalty: 1923.111328
	Iteration 0F: 2 clusters Score -245187.7 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 1141 members 
Entering Unmasked Estep 
Score: -242410.031250 Penalty: 3846.222656
	Iteration 0F: 3 clusters Score -242410 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -243392.625000 Penalty: 3846.222656
	Iteration 1F: 3 clusters Score -243392.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -243800.781250 Penalty: 3846.222656
	Iteration 2F: 3 clusters Score -243800.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -244016.156250 Penalty: 3846.222656
	Iteration 3F: 3 clusters Score -244016.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -244178.296875 Penalty: 3846.222656
	Iteration 4F: 3 clusters Score -244178.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -244351.187500 Penalty: 3846.222656
	Iteration 5Q: 3 clusters Score -244351.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -244496.390625 Penalty: 3846.222656
	Iteration 6Q: 3 clusters Score -244496.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -244598.687500 Penalty: 3846.222656
	Iteration 7Q: 3 clusters Score -244598.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -244674.312500 Penalty: 3846.222656
	Iteration 8Q: 3 clusters Score -244674.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -244733.593750 Penalty: 3846.222656
	Iteration 9Q: 3 clusters Score -244733.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -244779.078125 Penalty: 3846.222656
	Iteration 10Q: 3 clusters Score -244779.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -244807.250000 Penalty: 3846.222656
	Iteration 11Q: 3 clusters Score -244807.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -244822.406250 Penalty: 3846.222656
	Iteration 12Q: 3 clusters Score -244822.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -244831.093750 Penalty: 3846.222656
	Iteration 13Q: 3 clusters Score -244831.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -244838.875000 Penalty: 3846.222656
	Iteration 14Q: 3 clusters Score -244838.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -244843.875000 Penalty: 3846.222656
	Iteration 15Q: 3 clusters Score -244843.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -244845.687500 Penalty: 3846.222656
	Iteration 16Q: 3 clusters Score -244845.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -244847.203125 Penalty: 3846.222656
	Iteration 17Q: 3 clusters Score -244847.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -244848.593750 Penalty: 3846.222656
	Iteration 18Q: 3 clusters Score -244848.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -244848.593750 Penalty: 3846.222656
	Iteration 19F: 3 clusters Score -244848.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -50889.976562 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -50889.98 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 255 members 
Entering Unmasked Estep 
Score: -49397.867188 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -49397.87 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49531.062500 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -49531.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -49587.683594 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -49587.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -49619.652344 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -49619.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -49624.355469 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -49624.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49627.730469 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -49627.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -49630.628906 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -49630.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49632.257812 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -49632.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -49632.257812 Penalty: 3080.457520
	Iteration 8F: 3 clusters Score -49632.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173581 members 
Entering Unmasked Estep 
Score: -20464022.000000 Penalty: 2991.971191
	Iteration 0F: 2 clusters Score -2.046402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87225 members 
Mstep: Class 2 contains 86356 members 
Entering Unmasked Estep 
Score: -20349404.000000 Penalty: 5983.942383
	Iteration 0F: 3 clusters Score -2.03494e+07 nChanged 83234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93529 members 
Mstep: Class 2 contains 80052 members 
Entering Unmasked Estep 
Score: -20398536.000000 Penalty: 5983.942383
	Iteration 1F: 3 clusters Score -2.039854e+07 nChanged 6564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97451 members 
Mstep: Class 2 contains 76130 members 
Entering Unmasked Estep 
Score: -20400814.000000 Penalty: 5983.942383
	Iteration 2Q: 3 clusters Score -2.040081e+07 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103628 members 
Mstep: Class 2 contains 69953 members 
Entering Unmasked Estep 
Score: -20404674.000000 Penalty: 5983.942383
	Iteration 3Q: 3 clusters Score -2.040467e+07 nChanged 10947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112739 members 
Mstep: Class 2 contains 60842 members 
Entering Unmasked Estep 
Score: -20411328.000000 Penalty: 5983.942383
	Iteration 4F: 3 clusters Score -2.041133e+07 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124900 members 
Mstep: Class 2 contains 48681 members 
Entering Unmasked Estep 
Score: -20421538.000000 Penalty: 5983.942383
	Iteration 5F: 3 clusters Score -2.042154e+07 nChanged 14398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138676 members 
Mstep: Class 2 contains 34905 members 
Entering Unmasked Estep 
Score: -20434272.000000 Penalty: 5983.942383
	Iteration 6F: 3 clusters Score -2.043427e+07 nChanged 12527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150899 members 
Mstep: Class 2 contains 22682 members 
Entering Unmasked Estep 
Score: -20446460.000000 Penalty: 5983.942383
	Iteration 7F: 3 clusters Score -2.044646e+07 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159180 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -20454732.000000 Penalty: 5983.942383
	Iteration 8Q: 3 clusters Score -2.045473e+07 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163564 members 
Mstep: Class 2 contains 10017 members 
Entering Unmasked Estep 
Score: -20458858.000000 Penalty: 5983.942383
	Iteration 9Q: 3 clusters Score -2.045886e+07 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165761 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -20460504.000000 Penalty: 5983.942383
	Iteration 10Q: 3 clusters Score -2.04605e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167097 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -20461212.000000 Penalty: 5983.942383
	Iteration 11Q: 3 clusters Score -2.046121e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168026 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -20461568.000000 Penalty: 5983.942383
	Iteration 12Q: 3 clusters Score -2.046157e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168743 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -20461778.000000 Penalty: 5983.942383
	Iteration 13Q: 3 clusters Score -2.046178e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169299 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -20462024.000000 Penalty: 5983.942383
	Iteration 14Q: 3 clusters Score -2.046202e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169729 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -20462114.000000 Penalty: 5983.942383
	Iteration 15Q: 3 clusters Score -2.046211e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170068 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -20462170.000000 Penalty: 5983.942383
	Iteration 16Q: 3 clusters Score -2.046217e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170341 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -20462180.000000 Penalty: 5983.942383
	Iteration 17Q: 3 clusters Score -2.046218e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170538 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -20462288.000000 Penalty: 5983.942383
	Iteration 18Q: 3 clusters Score -2.046229e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170695 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -20462284.000000 Penalty: 5983.942383
	Iteration 19Q: 3 clusters Score -2.046228e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170812 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -20462278.000000 Penalty: 5983.942383
	Iteration 20F: 3 clusters Score -2.046228e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170924 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -20462318.000000 Penalty: 5983.942383
	Iteration 21Q: 3 clusters Score -2.046232e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171017 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -20462316.000000 Penalty: 5983.942383
	Iteration 22Q: 3 clusters Score -2.046232e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171099 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -20462280.000000 Penalty: 5983.942383
	Iteration 23Q: 3 clusters Score -2.046228e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171182 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -20462296.000000 Penalty: 5983.942383
	Iteration 24Q: 3 clusters Score -2.04623e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171253 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -20462300.000000 Penalty: 5983.942383
	Iteration 25Q: 3 clusters Score -2.04623e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171319 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -20462308.000000 Penalty: 5983.942383
	Iteration 26Q: 3 clusters Score -2.046231e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171372 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -20462302.000000 Penalty: 5983.942383
	Iteration 27Q: 3 clusters Score -2.04623e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171420 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -20462304.000000 Penalty: 5983.942383
	Iteration 28Q: 3 clusters Score -2.04623e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171459 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -20462324.000000 Penalty: 5983.942383
	Iteration 29Q: 3 clusters Score -2.046232e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171500 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -20462336.000000 Penalty: 5983.942383
	Iteration 30Q: 3 clusters Score -2.046234e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171538 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -20462332.000000 Penalty: 5983.942383
	Iteration 31Q: 3 clusters Score -2.046233e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171572 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -20462296.000000 Penalty: 5983.942383
	Iteration 32Q: 3 clusters Score -2.04623e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171604 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -20462336.000000 Penalty: 5983.942383
	Iteration 33Q: 3 clusters Score -2.046234e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171627 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -20462340.000000 Penalty: 5983.942383
	Iteration 34Q: 3 clusters Score -2.046234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171650 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -20462330.000000 Penalty: 5983.942383
	Iteration 35Q: 3 clusters Score -2.046233e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171670 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -20462334.000000 Penalty: 5983.942383
	Iteration 36Q: 3 clusters Score -2.046233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171682 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -20462340.000000 Penalty: 5983.942383
	Iteration 37Q: 3 clusters Score -2.046234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171689 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -20462330.000000 Penalty: 5983.942383
	Iteration 38Q: 3 clusters Score -2.046233e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171691 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -20462330.000000 Penalty: 5983.942383
	Iteration 39Q: 3 clusters Score -2.046233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171696 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -20462328.000000 Penalty: 5983.942383
	Iteration 40F: 3 clusters Score -2.046233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171699 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -20462328.000000 Penalty: 5983.942383
	Iteration 41Q: 3 clusters Score -2.046233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171700 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -20462326.000000 Penalty: 5983.942383
	Iteration 42Q: 3 clusters Score -2.046233e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171701 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -20462318.000000 Penalty: 5983.942383
	Iteration 43Q: 3 clusters Score -2.046232e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171702 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -20462314.000000 Penalty: 5983.942383
	Iteration 44Q: 3 clusters Score -2.046231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -20462322.000000 Penalty: 5983.942383
	Iteration 45Q: 3 clusters Score -2.046232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -20462330.000000 Penalty: 5983.942383
	Iteration 46Q: 3 clusters Score -2.046233e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171705 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -20462330.000000 Penalty: 5983.942383
	Iteration 47F: 3 clusters Score -2.046233e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Entering Unmasked Estep 
Score: -397845.687500 Penalty: 2024.374878
	Iteration 0F: 2 clusters Score -397845.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -394249.125000 Penalty: 4048.749756
	Iteration 0F: 3 clusters Score -394249.1 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -394966.656250 Penalty: 4048.749756
	Iteration 1F: 3 clusters Score -394966.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -395141.625000 Penalty: 4048.749756
	Iteration 2F: 3 clusters Score -395141.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -395233.250000 Penalty: 4048.749756
	Iteration 3Q: 3 clusters Score -395233.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -395284.000000 Penalty: 4048.749756
	Iteration 4Q: 3 clusters Score -395284 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -395320.125000 Penalty: 4048.749756
	Iteration 5Q: 3 clusters Score -395320.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -395344.812500 Penalty: 4048.749756
	Iteration 6Q: 3 clusters Score -395344.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -395369.875000 Penalty: 4048.749756
	Iteration 7Q: 3 clusters Score -395369.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -395389.125000 Penalty: 4048.749756
	Iteration 8Q: 3 clusters Score -395389.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -395402.531250 Penalty: 4048.749756
	Iteration 9Q: 3 clusters Score -395402.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -395412.156250 Penalty: 4048.749756
	Iteration 10Q: 3 clusters Score -395412.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -395418.781250 Penalty: 4048.749756
	Iteration 11Q: 3 clusters Score -395418.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -395425.062500 Penalty: 4048.749756
	Iteration 12Q: 3 clusters Score -395425.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -395431.625000 Penalty: 4048.749756
	Iteration 13Q: 3 clusters Score -395431.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -395434.562500 Penalty: 4048.749756
	Iteration 14Q: 3 clusters Score -395434.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -395438.125000 Penalty: 4048.749756
	Iteration 15Q: 3 clusters Score -395438.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -395441.437500 Penalty: 4048.749756
	Iteration 16Q: 3 clusters Score -395441.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -395445.218750 Penalty: 4048.749756
	Iteration 17Q: 3 clusters Score -395445.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -395448.562500 Penalty: 4048.749756
	Iteration 18Q: 3 clusters Score -395448.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -395451.093750 Penalty: 4048.749756
	Iteration 19Q: 3 clusters Score -395451.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -395453.187500 Penalty: 4048.749756
	Iteration 20F: 3 clusters Score -395453.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -395455.750000 Penalty: 4048.749756
	Iteration 21Q: 3 clusters Score -395455.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -395457.906250 Penalty: 4048.749756
	Iteration 22Q: 3 clusters Score -395457.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -395459.937500 Penalty: 4048.749756
	Iteration 23Q: 3 clusters Score -395459.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -395461.500000 Penalty: 4048.749756
	Iteration 24Q: 3 clusters Score -395461.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -395461.812500 Penalty: 4048.749756
	Iteration 25Q: 3 clusters Score -395461.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -395464.406250 Penalty: 4048.749756
	Iteration 26Q: 3 clusters Score -395464.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -395467.062500 Penalty: 4048.749756
	Iteration 27Q: 3 clusters Score -395467.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -395470.250000 Penalty: 4048.749756
	Iteration 28Q: 3 clusters Score -395470.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -395472.187500 Penalty: 4048.749756
	Iteration 29Q: 3 clusters Score -395472.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -395472.062500 Penalty: 4048.749756
	Iteration 30Q: 3 clusters Score -395472.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -395472.281250 Penalty: 4048.749756
	Iteration 31Q: 3 clusters Score -395472.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -395473.000000 Penalty: 4048.749756
	Iteration 32Q: 3 clusters Score -395473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -395472.500000 Penalty: 4048.749756
	Iteration 33Q: 3 clusters Score -395472.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -395473.937500 Penalty: 4048.749756
	Iteration 34Q: 3 clusters Score -395473.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -395473.906250 Penalty: 4048.749756
	Iteration 35Q: 3 clusters Score -395473.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -395473.906250 Penalty: 4048.749756
	Iteration 36F: 3 clusters Score -395473.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (274981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274981 members 
Entering Unmasked Estep 
Score: -32332268.000000 Penalty: 3106.065430
	Iteration 0F: 2 clusters Score -3.233227e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137442 members 
Mstep: Class 2 contains 137539 members 
Entering Unmasked Estep 
Score: -32155302.000000 Penalty: 6212.130859
	Iteration 0F: 3 clusters Score -3.21553e+07 nChanged 132678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135024 members 
Mstep: Class 2 contains 139957 members 
Entering Unmasked Estep 
Score: -32232958.000000 Penalty: 6212.130859
	Iteration 1F: 3 clusters Score -3.223296e+07 nChanged 6184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133434 members 
Mstep: Class 2 contains 141547 members 
Entering Unmasked Estep 
Score: -32233978.000000 Penalty: 6212.130859
	Iteration 2Q: 3 clusters Score -3.223398e+07 nChanged 6482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130998 members 
Mstep: Class 2 contains 143983 members 
Entering Unmasked Estep 
Score: -32235082.000000 Penalty: 6212.130859
	Iteration 3Q: 3 clusters Score -3.223508e+07 nChanged 7013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127139 members 
Mstep: Class 2 contains 147842 members 
Entering Unmasked Estep 
Score: -32236570.000000 Penalty: 6212.130859
	Iteration 4Q: 3 clusters Score -3.223657e+07 nChanged 8043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121286 members 
Mstep: Class 2 contains 153695 members 
Entering Unmasked Estep 
Score: -32238188.000000 Penalty: 6212.130859
	Iteration 5Q: 3 clusters Score -3.223819e+07 nChanged 10123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112285 members 
Mstep: Class 2 contains 162696 members 
Entering Unmasked Estep 
Score: -32241696.000000 Penalty: 6212.130859
	Iteration 6Q: 3 clusters Score -3.22417e+07 nChanged 13809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98906 members 
Mstep: Class 2 contains 176075 members 
Entering Unmasked Estep 
Score: -32248010.000000 Penalty: 6212.130859
	Iteration 7F: 3 clusters Score -3.224801e+07 nChanged 19280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79748 members 
Mstep: Class 2 contains 195233 members 
Entering Unmasked Estep 
Score: -32259900.000000 Penalty: 6212.130859
	Iteration 8F: 3 clusters Score -3.22599e+07 nChanged 24234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55558 members 
Mstep: Class 2 contains 219423 members 
Entering Unmasked Estep 
Score: -32278608.000000 Penalty: 6212.130859
	Iteration 9F: 3 clusters Score -3.227861e+07 nChanged 24676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 244093 members 
Entering Unmasked Estep 
Score: -32300512.000000 Penalty: 6212.130859
	Iteration 10F: 3 clusters Score -3.230051e+07 nChanged 17757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 261850 members 
Entering Unmasked Estep 
Score: -32317302.000000 Penalty: 6212.130859
	Iteration 11F: 3 clusters Score -3.23173e+07 nChanged 8572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 270420 members 
Entering Unmasked Estep 
Score: -32325340.000000 Penalty: 6212.130859
	Iteration 12Q: 3 clusters Score -3.232534e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 273374 members 
Entering Unmasked Estep 
Score: -32328126.000000 Penalty: 6212.130859
	Iteration 13Q: 3 clusters Score -3.232813e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 274263 members 
Entering Unmasked Estep 
Score: -32328868.000000 Penalty: 6212.130859
	Iteration 14Q: 3 clusters Score -3.232887e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 274536 members 
Entering Unmasked Estep 
Score: -32329206.000000 Penalty: 6212.130859
	Iteration 15Q: 3 clusters Score -3.232921e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 274622 members 
Entering Unmasked Estep 
Score: -32329308.000000 Penalty: 6212.130859
	Iteration 16Q: 3 clusters Score -3.232931e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 274658 members 
Entering Unmasked Estep 
Score: -32329414.000000 Penalty: 6212.130859
	Iteration 17Q: 3 clusters Score -3.232941e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 274679 members 
Entering Unmasked Estep 
Score: -32329426.000000 Penalty: 6212.130859
	Iteration 18Q: 3 clusters Score -3.232943e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 274699 members 
Entering Unmasked Estep 
Score: -32329470.000000 Penalty: 6212.130859
	Iteration 19Q: 3 clusters Score -3.232947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 274702 members 
Entering Unmasked Estep 
Score: -32329460.000000 Penalty: 6212.130859
	Iteration 20F: 3 clusters Score -3.232946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 274704 members 
Entering Unmasked Estep 
Score: -32329480.000000 Penalty: 6212.130859
	Iteration 21Q: 3 clusters Score -3.232948e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 274705 members 
Entering Unmasked Estep 
Score: -32329474.000000 Penalty: 6212.130859
	Iteration 22Q: 3 clusters Score -3.232947e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 274706 members 
Entering Unmasked Estep 
Score: -32329470.000000 Penalty: 6212.130859
	Iteration 23Q: 3 clusters Score -3.232947e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 274706 members 
Entering Unmasked Estep 
Score: -32329470.000000 Penalty: 6212.130859
	Iteration 24F: 3 clusters Score -3.232947e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81418 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81418 members 
Entering Unmasked Estep 
Score: -9312848.000000 Penalty: 2804.223389
	Iteration 0F: 2 clusters Score -9312848 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 40955 members 
Entering Unmasked Estep 
Score: -9258448.000000 Penalty: 5608.446777
	Iteration 0F: 3 clusters Score -9258448 nChanged 38438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36855 members 
Mstep: Class 2 contains 44563 members 
Entering Unmasked Estep 
Score: -9280423.000000 Penalty: 5608.446777
	Iteration 1F: 3 clusters Score -9280423 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -9281767.000000 Penalty: 5608.446777
	Iteration 2Q: 3 clusters Score -9281767 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 50695 members 
Entering Unmasked Estep 
Score: -9283958.000000 Penalty: 5608.446777
	Iteration 3F: 3 clusters Score -9283958 nChanged 5355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 55562 members 
Entering Unmasked Estep 
Score: -9287421.000000 Penalty: 5608.446777
	Iteration 4F: 3 clusters Score -9287421 nChanged 6321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 61527 members 
Entering Unmasked Estep 
Score: -9292367.000000 Penalty: 5608.446777
	Iteration 5F: 3 clusters Score -9292367 nChanged 6544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 67919 members 
Entering Unmasked Estep 
Score: -9298335.000000 Penalty: 5608.446777
	Iteration 6F: 3 clusters Score -9298335 nChanged 5568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 73413 members 
Entering Unmasked Estep 
Score: -9303699.000000 Penalty: 5608.446777
	Iteration 7F: 3 clusters Score -9303699 nChanged 3722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 77105 members 
Entering Unmasked Estep 
Score: -9307178.000000 Penalty: 5608.446777
	Iteration 8Q: 3 clusters Score -9307178 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 79144 members 
Entering Unmasked Estep 
Score: -9308880.000000 Penalty: 5608.446777
	Iteration 9Q: 3 clusters Score -9308880 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 80114 members 
Entering Unmasked Estep 
Score: -9309664.000000 Penalty: 5608.446777
	Iteration 10Q: 3 clusters Score -9309664 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 80568 members 
Entering Unmasked Estep 
Score: -9309984.000000 Penalty: 5608.446777
	Iteration 11Q: 3 clusters Score -9309984 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 80771 members 
Entering Unmasked Estep 
Score: -9310155.000000 Penalty: 5608.446777
	Iteration 12Q: 3 clusters Score -9310155 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 80863 members 
Entering Unmasked Estep 
Score: -9310261.000000 Penalty: 5608.446777
	Iteration 13Q: 3 clusters Score -9310261 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 80921 members 
Entering Unmasked Estep 
Score: -9310319.000000 Penalty: 5608.446777
	Iteration 14Q: 3 clusters Score -9310319 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 80960 members 
Entering Unmasked Estep 
Score: -9310351.000000 Penalty: 5608.446777
	Iteration 15Q: 3 clusters Score -9310351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 80988 members 
Entering Unmasked Estep 
Score: -9310379.000000 Penalty: 5608.446777
	Iteration 16Q: 3 clusters Score -9310379 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 81003 members 
Entering Unmasked Estep 
Score: -9310400.000000 Penalty: 5608.446777
	Iteration 17Q: 3 clusters Score -9310400 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 81020 members 
Entering Unmasked Estep 
Score: -9310423.000000 Penalty: 5608.446777
	Iteration 18Q: 3 clusters Score -9310423 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 81026 members 
Entering Unmasked Estep 
Score: -9310440.000000 Penalty: 5608.446777
	Iteration 19Q: 3 clusters Score -9310440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 81032 members 
Entering Unmasked Estep 
Score: -9310449.000000 Penalty: 5608.446777
	Iteration 20F: 3 clusters Score -9310449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 81039 members 
Entering Unmasked Estep 
Score: -9310449.000000 Penalty: 5608.446777
	Iteration 21Q: 3 clusters Score -9310449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 81041 members 
Entering Unmasked Estep 
Score: -9310453.000000 Penalty: 5608.446777
	Iteration 22Q: 3 clusters Score -9310453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 81042 members 
Entering Unmasked Estep 
Score: -9310455.000000 Penalty: 5608.446777
	Iteration 23Q: 3 clusters Score -9310455 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 81044 members 
Entering Unmasked Estep 
Score: -9310458.000000 Penalty: 5608.446777
	Iteration 24Q: 3 clusters Score -9310458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 81045 members 
Entering Unmasked Estep 
Score: -9310457.000000 Penalty: 5608.446777
	Iteration 25Q: 3 clusters Score -9310457 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -9310465.000000 Penalty: 5608.446777
	Iteration 26Q: 3 clusters Score -9310465 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 81046 members 
Entering Unmasked Estep 
Score: -9310459.000000 Penalty: 5608.446777
	Iteration 27Q: 3 clusters Score -9310459 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -9310460.000000 Penalty: 5608.446777
	Iteration 28Q: 3 clusters Score -9310460 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 81047 members 
Entering Unmasked Estep 
Score: -9310460.000000 Penalty: 5608.446777
	Iteration 29F: 3 clusters Score -9310460 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Entering Unmasked Estep 
Score: -1266940.750000 Penalty: 2314.035156
	Iteration 0F: 2 clusters Score -1266941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1258546.375000 Penalty: 4628.070312
	Iteration 0F: 3 clusters Score -1258546 nChanged 4694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1261127.750000 Penalty: 4628.070312
	Iteration 1F: 3 clusters Score -1261128 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1261608.000000 Penalty: 4628.070312
	Iteration 2F: 3 clusters Score -1261608 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1262132.750000 Penalty: 4628.070312
	Iteration 3F: 3 clusters Score -1262133 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1262645.750000 Penalty: 4628.070312
	Iteration 4F: 3 clusters Score -1262646 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -1263078.250000 Penalty: 4628.070312
	Iteration 5F: 3 clusters Score -1263078 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -1263460.125000 Penalty: 4628.070312
	Iteration 6F: 3 clusters Score -1263460 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1263846.625000 Penalty: 4628.070312
	Iteration 7Q: 3 clusters Score -1263847 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8883 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1264208.625000 Penalty: 4628.070312
	Iteration 8Q: 3 clusters Score -1264209 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1264543.250000 Penalty: 4628.070312
	Iteration 9Q: 3 clusters Score -1264543 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1264817.125000 Penalty: 4628.070312
	Iteration 10Q: 3 clusters Score -1264817 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1264996.625000 Penalty: 4628.070312
	Iteration 11Q: 3 clusters Score -1264997 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10007 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1265149.000000 Penalty: 4628.070312
	Iteration 12Q: 3 clusters Score -1265149 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1265259.875000 Penalty: 4628.070312
	Iteration 13Q: 3 clusters Score -1265260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -1265340.375000 Penalty: 4628.070312
	Iteration 14Q: 3 clusters Score -1265340 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1265395.250000 Penalty: 4628.070312
	Iteration 15Q: 3 clusters Score -1265395 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10350 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1265444.500000 Penalty: 4628.070312
	Iteration 16Q: 3 clusters Score -1265444 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1265490.875000 Penalty: 4628.070312
	Iteration 17Q: 3 clusters Score -1265491 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -1265525.125000 Penalty: 4628.070312
	Iteration 18Q: 3 clusters Score -1265525 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1265556.625000 Penalty: 4628.070312
	Iteration 19Q: 3 clusters Score -1265557 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -1265588.250000 Penalty: 4628.070312
	Iteration 20F: 3 clusters Score -1265588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1265605.250000 Penalty: 4628.070312
	Iteration 21Q: 3 clusters Score -1265605 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1265618.750000 Penalty: 4628.070312
	Iteration 22Q: 3 clusters Score -1265619 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1265624.000000 Penalty: 4628.070312
	Iteration 23Q: 3 clusters Score -1265624 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -1265634.375000 Penalty: 4628.070312
	Iteration 24Q: 3 clusters Score -1265634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1265640.125000 Penalty: 4628.070312
	Iteration 25Q: 3 clusters Score -1265640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1265645.875000 Penalty: 4628.070312
	Iteration 26Q: 3 clusters Score -1265646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1265651.375000 Penalty: 4628.070312
	Iteration 27Q: 3 clusters Score -1265651 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10596 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -1265653.500000 Penalty: 4628.070312
	Iteration 28Q: 3 clusters Score -1265654 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -1265656.875000 Penalty: 4628.070312
	Iteration 29Q: 3 clusters Score -1265657 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1265661.625000 Penalty: 4628.070312
	Iteration 30Q: 3 clusters Score -1265662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10602 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1265665.250000 Penalty: 4628.070312
	Iteration 31Q: 3 clusters Score -1265665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -1265669.000000 Penalty: 4628.070312
	Iteration 32Q: 3 clusters Score -1265669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1265667.625000 Penalty: 4628.070312
	Iteration 33Q: 3 clusters Score -1265668 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -1265669.250000 Penalty: 4628.070312
	Iteration 34Q: 3 clusters Score -1265669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -1265673.125000 Penalty: 4628.070312
	Iteration 35Q: 3 clusters Score -1265673 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1265677.375000 Penalty: 4628.070312
	Iteration 36Q: 3 clusters Score -1265677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1265677.375000 Penalty: 4628.070312
	Iteration 37Q: 3 clusters Score -1265677 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10621 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1265680.000000 Penalty: 4628.070312
	Iteration 38Q: 3 clusters Score -1265680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -1265680.750000 Penalty: 4628.070312
	Iteration 39Q: 3 clusters Score -1265681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1265681.375000 Penalty: 4628.070312
	Iteration 40F: 3 clusters Score -1265681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1265682.875000 Penalty: 4628.070312
	Iteration 41Q: 3 clusters Score -1265683 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1265684.500000 Penalty: 4628.070312
	Iteration 42Q: 3 clusters Score -1265684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1265684.500000 Penalty: 4628.070312
	Iteration 43F: 3 clusters Score -1265684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8508 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Entering Unmasked Estep 
Score: -948045.125000 Penalty: 2244.093018
	Iteration 0F: 2 clusters Score -948045.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -941339.937500 Penalty: 4488.186035
	Iteration 0F: 3 clusters Score -941339.9 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -943286.812500 Penalty: 4488.186035
	Iteration 1F: 3 clusters Score -943286.8 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -943882.562500 Penalty: 4488.186035
	Iteration 2F: 3 clusters Score -943882.6 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -944543.437500 Penalty: 4488.186035
	Iteration 3F: 3 clusters Score -944543.4 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -945197.875000 Penalty: 4488.186035
	Iteration 4F: 3 clusters Score -945197.9 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -945757.625000 Penalty: 4488.186035
	Iteration 5F: 3 clusters Score -945757.6 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -946173.812500 Penalty: 4488.186035
	Iteration 6F: 3 clusters Score -946173.8 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -946452.250000 Penalty: 4488.186035
	Iteration 7Q: 3 clusters Score -946452.2 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -946609.125000 Penalty: 4488.186035
	Iteration 8Q: 3 clusters Score -946609.1 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -946688.875000 Penalty: 4488.186035
	Iteration 9Q: 3 clusters Score -946688.9 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -946737.250000 Penalty: 4488.186035
	Iteration 10Q: 3 clusters Score -946737.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -946764.875000 Penalty: 4488.186035
	Iteration 11Q: 3 clusters Score -946764.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -946787.875000 Penalty: 4488.186035
	Iteration 12Q: 3 clusters Score -946787.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -946808.937500 Penalty: 4488.186035
	Iteration 13Q: 3 clusters Score -946808.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -946821.000000 Penalty: 4488.186035
	Iteration 14Q: 3 clusters Score -946821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -946830.000000 Penalty: 4488.186035
	Iteration 15Q: 3 clusters Score -946830 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -946835.875000 Penalty: 4488.186035
	Iteration 16Q: 3 clusters Score -946835.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -946837.312500 Penalty: 4488.186035
	Iteration 17Q: 3 clusters Score -946837.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -946845.562500 Penalty: 4488.186035
	Iteration 18Q: 3 clusters Score -946845.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -946852.312500 Penalty: 4488.186035
	Iteration 19Q: 3 clusters Score -946852.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -946859.812500 Penalty: 4488.186035
	Iteration 20F: 3 clusters Score -946859.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -946866.312500 Penalty: 4488.186035
	Iteration 21Q: 3 clusters Score -946866.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6674 members 
Entering Unmasked Estep 
Score: -946869.375000 Penalty: 4488.186035
	Iteration 22Q: 3 clusters Score -946869.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -946871.500000 Penalty: 4488.186035
	Iteration 23Q: 3 clusters Score -946871.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -946870.812500 Penalty: 4488.186035
	Iteration 24Q: 3 clusters Score -946870.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -946871.437500 Penalty: 4488.186035
	Iteration 25Q: 3 clusters Score -946871.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -946871.437500 Penalty: 4488.186035
	Iteration 26F: 3 clusters Score -946871.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19784 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19784 members 
Entering Unmasked Estep 
Score: -2221526.000000 Penalty: 2453.371826
	Iteration 0F: 2 clusters Score -2221526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9895 members 
Mstep: Class 2 contains 9889 members 
Entering Unmasked Estep 
Score: -2207624.500000 Penalty: 4906.743652
	Iteration 0F: 3 clusters Score -2207624 nChanged 8799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -2212361.500000 Penalty: 4906.743652
	Iteration 1F: 3 clusters Score -2212362 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -2212880.000000 Penalty: 4906.743652
	Iteration 2F: 3 clusters Score -2212880 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -2213350.750000 Penalty: 4906.743652
	Iteration 3F: 3 clusters Score -2213351 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10702 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -2213866.750000 Penalty: 4906.743652
	Iteration 4F: 3 clusters Score -2213867 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 8726 members 
Entering Unmasked Estep 
Score: -2214437.750000 Penalty: 4906.743652
	Iteration 5F: 3 clusters Score -2214438 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 8300 members 
Entering Unmasked Estep 
Score: -2215063.000000 Penalty: 4906.743652
	Iteration 6F: 3 clusters Score -2215063 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11915 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -2215651.250000 Penalty: 4906.743652
	Iteration 7F: 3 clusters Score -2215651 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12336 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2216112.750000 Penalty: 4906.743652
	Iteration 8Q: 3 clusters Score -2216113 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -2216519.250000 Penalty: 4906.743652
	Iteration 9Q: 3 clusters Score -2216519 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 6587 members 
Entering Unmasked Estep 
Score: -2216844.500000 Penalty: 4906.743652
	Iteration 10Q: 3 clusters Score -2216844 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -2217073.500000 Penalty: 4906.743652
	Iteration 11Q: 3 clusters Score -2217074 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2217240.500000 Penalty: 4906.743652
	Iteration 12Q: 3 clusters Score -2217240 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -2217410.250000 Penalty: 4906.743652
	Iteration 13Q: 3 clusters Score -2217410 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14494 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -2217557.500000 Penalty: 4906.743652
	Iteration 14Q: 3 clusters Score -2217558 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 5019 members 
Entering Unmasked Estep 
Score: -2217722.750000 Penalty: 4906.743652
	Iteration 15Q: 3 clusters Score -2217723 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -2217912.500000 Penalty: 4906.743652
	Iteration 16Q: 3 clusters Score -2217912 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -2218117.250000 Penalty: 4906.743652
	Iteration 17Q: 3 clusters Score -2218117 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15604 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -2218333.750000 Penalty: 4906.743652
	Iteration 18Q: 3 clusters Score -2218334 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15845 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -2218548.250000 Penalty: 4906.743652
	Iteration 19Q: 3 clusters Score -2218548 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2218710.000000 Penalty: 4906.743652
	Iteration 20F: 3 clusters Score -2218710 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2218824.250000 Penalty: 4906.743652
	Iteration 21Q: 3 clusters Score -2218824 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2218914.750000 Penalty: 4906.743652
	Iteration 22Q: 3 clusters Score -2218915 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -2218971.750000 Penalty: 4906.743652
	Iteration 23Q: 3 clusters Score -2218972 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16507 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2219014.750000 Penalty: 4906.743652
	Iteration 24Q: 3 clusters Score -2219015 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16591 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -2219058.250000 Penalty: 4906.743652
	Iteration 25Q: 3 clusters Score -2219058 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16670 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2219078.000000 Penalty: 4906.743652
	Iteration 26Q: 3 clusters Score -2219078 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16735 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -2219095.750000 Penalty: 4906.743652
	Iteration 27Q: 3 clusters Score -2219096 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -2219117.250000 Penalty: 4906.743652
	Iteration 28Q: 3 clusters Score -2219117 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -2219134.250000 Penalty: 4906.743652
	Iteration 29Q: 3 clusters Score -2219134 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16882 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -2219145.250000 Penalty: 4906.743652
	Iteration 30Q: 3 clusters Score -2219145 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2219160.000000 Penalty: 4906.743652
	Iteration 31Q: 3 clusters Score -2219160 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -2219168.750000 Penalty: 4906.743652
	Iteration 32Q: 3 clusters Score -2219169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17017 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -2219177.750000 Penalty: 4906.743652
	Iteration 33Q: 3 clusters Score -2219178 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2219192.500000 Penalty: 4906.743652
	Iteration 34Q: 3 clusters Score -2219192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -2219197.000000 Penalty: 4906.743652
	Iteration 35Q: 3 clusters Score -2219197 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -2219199.750000 Penalty: 4906.743652
	Iteration 36Q: 3 clusters Score -2219200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -2219208.500000 Penalty: 4906.743652
	Iteration 37Q: 3 clusters Score -2219208 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17165 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -2219221.750000 Penalty: 4906.743652
	Iteration 38Q: 3 clusters Score -2219222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17198 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -2219230.000000 Penalty: 4906.743652
	Iteration 39Q: 3 clusters Score -2219230 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -2219239.000000 Penalty: 4906.743652
	Iteration 40F: 3 clusters Score -2219239 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -2219245.750000 Penalty: 4906.743652
	Iteration 41Q: 3 clusters Score -2219246 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -2219256.500000 Penalty: 4906.743652
	Iteration 42Q: 3 clusters Score -2219256 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -2219254.750000 Penalty: 4906.743652
	Iteration 43Q: 3 clusters Score -2219255 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -2219272.000000 Penalty: 4906.743652
	Iteration 44Q: 3 clusters Score -2219272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -2219282.750000 Penalty: 4906.743652
	Iteration 45Q: 3 clusters Score -2219283 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17378 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2219287.000000 Penalty: 4906.743652
	Iteration 46Q: 3 clusters Score -2219287 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -2219298.250000 Penalty: 4906.743652
	Iteration 47Q: 3 clusters Score -2219298 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2219298.750000 Penalty: 4906.743652
	Iteration 48Q: 3 clusters Score -2219299 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2219306.000000 Penalty: 4906.743652
	Iteration 49Q: 3 clusters Score -2219306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -2219310.250000 Penalty: 4906.743652
	Iteration 50Q: 3 clusters Score -2219310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -2219307.000000 Penalty: 4906.743652
	Iteration 51Q: 3 clusters Score -2219307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -2219309.250000 Penalty: 4906.743652
	Iteration 52Q: 3 clusters Score -2219309 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -2219307.500000 Penalty: 4906.743652
	Iteration 53Q: 3 clusters Score -2219308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17482 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -2219311.500000 Penalty: 4906.743652
	Iteration 54Q: 3 clusters Score -2219312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -2219310.000000 Penalty: 4906.743652
	Iteration 55Q: 3 clusters Score -2219310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2219313.500000 Penalty: 4906.743652
	Iteration 56Q: 3 clusters Score -2219314 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17514 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2219316.250000 Penalty: 4906.743652
	Iteration 57Q: 3 clusters Score -2219316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -2219319.500000 Penalty: 4906.743652
	Iteration 58Q: 3 clusters Score -2219320 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -2219328.500000 Penalty: 4906.743652
	Iteration 59Q: 3 clusters Score -2219328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -2219336.000000 Penalty: 4906.743652
	Iteration 60F: 3 clusters Score -2219336 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17561 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -2219334.250000 Penalty: 4906.743652
	Iteration 61Q: 3 clusters Score -2219334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17573 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -2219337.500000 Penalty: 4906.743652
	Iteration 62Q: 3 clusters Score -2219338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2219340.000000 Penalty: 4906.743652
	Iteration 63Q: 3 clusters Score -2219340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -2219335.500000 Penalty: 4906.743652
	Iteration 64Q: 3 clusters Score -2219336 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2219340.000000 Penalty: 4906.743652
	Iteration 65Q: 3 clusters Score -2219340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2219346.500000 Penalty: 4906.743652
	Iteration 66Q: 3 clusters Score -2219346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -2219348.250000 Penalty: 4906.743652
	Iteration 67Q: 3 clusters Score -2219348 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2219347.500000 Penalty: 4906.743652
	Iteration 68Q: 3 clusters Score -2219348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -2219348.750000 Penalty: 4906.743652
	Iteration 69Q: 3 clusters Score -2219349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -2219349.250000 Penalty: 4906.743652
	Iteration 70Q: 3 clusters Score -2219349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -2219352.000000 Penalty: 4906.743652
	Iteration 71Q: 3 clusters Score -2219352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2219352.500000 Penalty: 4906.743652
	Iteration 72Q: 3 clusters Score -2219352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2219352.250000 Penalty: 4906.743652
	Iteration 73Q: 3 clusters Score -2219352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2219352.250000 Penalty: 4906.743652
	Iteration 74F: 3 clusters Score -2219352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157032 members 
Entering Unmasked Estep 
Score: -18461850.000000 Penalty: 2967.122803
	Iteration 0F: 2 clusters Score -1.846185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78327 members 
Mstep: Class 2 contains 78705 members 
Entering Unmasked Estep 
Score: -18357500.000000 Penalty: 5934.245605
	Iteration 0F: 3 clusters Score -1.83575e+07 nChanged 74905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75324 members 
Mstep: Class 2 contains 81708 members 
Entering Unmasked Estep 
Score: -18401422.000000 Penalty: 5934.245605
	Iteration 1F: 3 clusters Score -1.840142e+07 nChanged 4558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73428 members 
Mstep: Class 2 contains 83604 members 
Entering Unmasked Estep 
Score: -18402422.000000 Penalty: 5934.245605
	Iteration 2Q: 3 clusters Score -1.840242e+07 nChanged 4981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70489 members 
Mstep: Class 2 contains 86543 members 
Entering Unmasked Estep 
Score: -18403784.000000 Penalty: 5934.245605
	Iteration 3Q: 3 clusters Score -1.840378e+07 nChanged 5645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 90972 members 
Entering Unmasked Estep 
Score: -18405600.000000 Penalty: 5934.245605
	Iteration 4Q: 3 clusters Score -1.84056e+07 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 97587 members 
Entering Unmasked Estep 
Score: -18409084.000000 Penalty: 5934.245605
	Iteration 5Q: 3 clusters Score -1.840908e+07 nChanged 9940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50037 members 
Mstep: Class 2 contains 106995 members 
Entering Unmasked Estep 
Score: -18415392.000000 Penalty: 5934.245605
	Iteration 6F: 3 clusters Score -1.841539e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37835 members 
Mstep: Class 2 contains 119197 members 
Entering Unmasked Estep 
Score: -18425648.000000 Penalty: 5934.245605
	Iteration 7F: 3 clusters Score -1.842565e+07 nChanged 13603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24696 members 
Mstep: Class 2 contains 132336 members 
Entering Unmasked Estep 
Score: -18438332.000000 Penalty: 5934.245605
	Iteration 8F: 3 clusters Score -1.843833e+07 nChanged 10865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14205 members 
Mstep: Class 2 contains 142827 members 
Entering Unmasked Estep 
Score: -18448836.000000 Penalty: 5934.245605
	Iteration 9F: 3 clusters Score -1.844884e+07 nChanged 6437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 149054 members 
Entering Unmasked Estep 
Score: -18454892.000000 Penalty: 5934.245605
	Iteration 10Q: 3 clusters Score -1.845489e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 151932 members 
Entering Unmasked Estep 
Score: -18457834.000000 Penalty: 5934.245605
	Iteration 11Q: 3 clusters Score -1.845783e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 153070 members 
Entering Unmasked Estep 
Score: -18459426.000000 Penalty: 5934.245605
	Iteration 12Q: 3 clusters Score -1.845943e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 153397 members 
Entering Unmasked Estep 
Score: -18460328.000000 Penalty: 5934.245605
	Iteration 13Q: 3 clusters Score -1.846033e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 153439 members 
Entering Unmasked Estep 
Score: -18460812.000000 Penalty: 5934.245605
	Iteration 14Q: 3 clusters Score -1.846081e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 153411 members 
Entering Unmasked Estep 
Score: -18461074.000000 Penalty: 5934.245605
	Iteration 15Q: 3 clusters Score -1.846107e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 153359 members 
Entering Unmasked Estep 
Score: -18461232.000000 Penalty: 5934.245605
	Iteration 16Q: 3 clusters Score -1.846123e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 153339 members 
Entering Unmasked Estep 
Score: -18461268.000000 Penalty: 5934.245605
	Iteration 17Q: 3 clusters Score -1.846127e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 153317 members 
Entering Unmasked Estep 
Score: -18461344.000000 Penalty: 5934.245605
	Iteration 18Q: 3 clusters Score -1.846134e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 153293 members 
Entering Unmasked Estep 
Score: -18461388.000000 Penalty: 5934.245605
	Iteration 19Q: 3 clusters Score -1.846139e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 153281 members 
Entering Unmasked Estep 
Score: -18461382.000000 Penalty: 5934.245605
	Iteration 20F: 3 clusters Score -1.846138e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 153275 members 
Entering Unmasked Estep 
Score: -18461420.000000 Penalty: 5934.245605
	Iteration 21Q: 3 clusters Score -1.846142e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 153270 members 
Entering Unmasked Estep 
Score: -18461444.000000 Penalty: 5934.245605
	Iteration 22Q: 3 clusters Score -1.846144e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 153264 members 
Entering Unmasked Estep 
Score: -18461440.000000 Penalty: 5934.245605
	Iteration 23Q: 3 clusters Score -1.846144e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 153254 members 
Entering Unmasked Estep 
Score: -18461432.000000 Penalty: 5934.245605
	Iteration 24Q: 3 clusters Score -1.846143e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 153247 members 
Entering Unmasked Estep 
Score: -18461396.000000 Penalty: 5934.245605
	Iteration 25Q: 3 clusters Score -1.84614e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 153247 members 
Entering Unmasked Estep 
Score: -18461430.000000 Penalty: 5934.245605
	Iteration 26Q: 3 clusters Score -1.846143e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 153247 members 
Entering Unmasked Estep 
Score: -18461438.000000 Penalty: 5934.245605
	Iteration 27Q: 3 clusters Score -1.846144e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 153244 members 
Entering Unmasked Estep 
Score: -18461444.000000 Penalty: 5934.245605
	Iteration 28Q: 3 clusters Score -1.846144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3788 members 
Mstep: Class 2 contains 153244 members 
Entering Unmasked Estep 
Score: -18461458.000000 Penalty: 5934.245605
	Iteration 29Q: 3 clusters Score -1.846146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 153243 members 
Entering Unmasked Estep 
Score: -18461454.000000 Penalty: 5934.245605
	Iteration 30Q: 3 clusters Score -1.846145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 153242 members 
Entering Unmasked Estep 
Score: -18461448.000000 Penalty: 5934.245605
	Iteration 31Q: 3 clusters Score -1.846145e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 153241 members 
Entering Unmasked Estep 
Score: -18461442.000000 Penalty: 5934.245605
	Iteration 32Q: 3 clusters Score -1.846144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 153241 members 
Entering Unmasked Estep 
Score: -18461440.000000 Penalty: 5934.245605
	Iteration 33Q: 3 clusters Score -1.846144e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 153240 members 
Entering Unmasked Estep 
Score: -18461442.000000 Penalty: 5934.245605
	Iteration 34Q: 3 clusters Score -1.846144e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 153240 members 
Entering Unmasked Estep 
Score: -18461442.000000 Penalty: 5934.245605
	Iteration 35F: 3 clusters Score -1.846144e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Entering Unmasked Estep 
Score: -1758641.750000 Penalty: 2394.780029
	Iteration 0F: 2 clusters Score -1758642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1747363.625000 Penalty: 4789.560059
	Iteration 0F: 3 clusters Score -1747364 nChanged 6768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 8363 members 
Entering Unmasked Estep 
Score: -1751045.625000 Penalty: 4789.560059
	Iteration 1F: 3 clusters Score -1751046 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 8594 members 
Entering Unmasked Estep 
Score: -1751414.500000 Penalty: 4789.560059
	Iteration 2F: 3 clusters Score -1751414 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -1751768.750000 Penalty: 4789.560059
	Iteration 3F: 3 clusters Score -1751769 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -1752161.125000 Penalty: 4789.560059
	Iteration 4F: 3 clusters Score -1752161 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1752573.250000 Penalty: 4789.560059
	Iteration 5F: 3 clusters Score -1752573 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1753047.000000 Penalty: 4789.560059
	Iteration 6F: 3 clusters Score -1753047 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -1753570.250000 Penalty: 4789.560059
	Iteration 7F: 3 clusters Score -1753570 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -1754068.875000 Penalty: 4789.560059
	Iteration 8Q: 3 clusters Score -1754069 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -1754552.875000 Penalty: 4789.560059
	Iteration 9Q: 3 clusters Score -1754553 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
Score: -1755040.250000 Penalty: 4789.560059
	Iteration 10Q: 3 clusters Score -1755040 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1755445.500000 Penalty: 4789.560059
	Iteration 11Q: 3 clusters Score -1755446 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -1755763.875000 Penalty: 4789.560059
	Iteration 12Q: 3 clusters Score -1755764 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 14271 members 
Entering Unmasked Estep 
Score: -1756007.500000 Penalty: 4789.560059
	Iteration 13Q: 3 clusters Score -1756008 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -1756180.625000 Penalty: 4789.560059
	Iteration 14Q: 3 clusters Score -1756181 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 14652 members 
Entering Unmasked Estep 
Score: -1756311.375000 Penalty: 4789.560059
	Iteration 15Q: 3 clusters Score -1756311 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -1756407.875000 Penalty: 4789.560059
	Iteration 16Q: 3 clusters Score -1756408 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -1756490.750000 Penalty: 4789.560059
	Iteration 17Q: 3 clusters Score -1756491 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -1756560.125000 Penalty: 4789.560059
	Iteration 18Q: 3 clusters Score -1756560 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -1756620.625000 Penalty: 4789.560059
	Iteration 19Q: 3 clusters Score -1756621 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -1756663.250000 Penalty: 4789.560059
	Iteration 20F: 3 clusters Score -1756663 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 15030 members 
Entering Unmasked Estep 
Score: -1756693.500000 Penalty: 4789.560059
	Iteration 21Q: 3 clusters Score -1756694 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -1756712.750000 Penalty: 4789.560059
	Iteration 22Q: 3 clusters Score -1756713 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -1756728.250000 Penalty: 4789.560059
	Iteration 23Q: 3 clusters Score -1756728 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 15074 members 
Entering Unmasked Estep 
Score: -1756734.625000 Penalty: 4789.560059
	Iteration 24Q: 3 clusters Score -1756735 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1756747.000000 Penalty: 4789.560059
	Iteration 25Q: 3 clusters Score -1756747 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -1756747.625000 Penalty: 4789.560059
	Iteration 26Q: 3 clusters Score -1756748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 15093 members 
Entering Unmasked Estep 
Score: -1756754.375000 Penalty: 4789.560059
	Iteration 27Q: 3 clusters Score -1756754 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 15098 members 
Entering Unmasked Estep 
Score: -1756760.875000 Penalty: 4789.560059
	Iteration 28Q: 3 clusters Score -1756761 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -1756761.375000 Penalty: 4789.560059
	Iteration 29Q: 3 clusters Score -1756761 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 15104 members 
Entering Unmasked Estep 
Score: -1756764.875000 Penalty: 4789.560059
	Iteration 30Q: 3 clusters Score -1756765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -1756766.500000 Penalty: 4789.560059
	Iteration 31Q: 3 clusters Score -1756766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -1756768.375000 Penalty: 4789.560059
	Iteration 32Q: 3 clusters Score -1756768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1756772.250000 Penalty: 4789.560059
	Iteration 33Q: 3 clusters Score -1756772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -1756772.250000 Penalty: 4789.560059
	Iteration 34F: 3 clusters Score -1756772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Entering Unmasked Estep 
Score: -2221249.500000 Penalty: 2452.644043
	Iteration 0F: 2 clusters Score -2221250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -2207323.250000 Penalty: 4905.288086
	Iteration 0F: 3 clusters Score -2207323 nChanged 8718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -2212017.250000 Penalty: 4905.288086
	Iteration 1F: 3 clusters Score -2212017 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 10466 members 
Entering Unmasked Estep 
Score: -2212408.250000 Penalty: 4905.288086
	Iteration 2F: 3 clusters Score -2212408 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -2212720.000000 Penalty: 4905.288086
	Iteration 3Q: 3 clusters Score -2212720 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 11241 members 
Entering Unmasked Estep 
Score: -2213019.500000 Penalty: 4905.288086
	Iteration 4Q: 3 clusters Score -2213020 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 11751 members 
Entering Unmasked Estep 
Score: -2213329.750000 Penalty: 4905.288086
	Iteration 5Q: 3 clusters Score -2213330 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2213682.000000 Penalty: 4905.288086
	Iteration 6Q: 3 clusters Score -2213682 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -2214137.250000 Penalty: 4905.288086
	Iteration 7Q: 3 clusters Score -2214137 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -2214750.500000 Penalty: 4905.288086
	Iteration 8Q: 3 clusters Score -2214750 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 15146 members 
Entering Unmasked Estep 
Score: -2215578.750000 Penalty: 4905.288086
	Iteration 9F: 3 clusters Score -2215579 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2216478.250000 Penalty: 4905.288086
	Iteration 10F: 3 clusters Score -2216478 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -2217344.750000 Penalty: 4905.288086
	Iteration 11Q: 3 clusters Score -2217345 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -2218018.000000 Penalty: 4905.288086
	Iteration 12Q: 3 clusters Score -2218018 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -2218494.750000 Penalty: 4905.288086
	Iteration 13Q: 3 clusters Score -2218495 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 18765 members 
Entering Unmasked Estep 
Score: -2218785.500000 Penalty: 4905.288086
	Iteration 14Q: 3 clusters Score -2218786 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2218976.500000 Penalty: 4905.288086
	Iteration 15Q: 3 clusters Score -2218976 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2219061.750000 Penalty: 4905.288086
	Iteration 16Q: 3 clusters Score -2219062 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 19101 members 
Entering Unmasked Estep 
Score: -2219129.500000 Penalty: 4905.288086
	Iteration 17Q: 3 clusters Score -2219130 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -2219167.000000 Penalty: 4905.288086
	Iteration 18Q: 3 clusters Score -2219167 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2219183.500000 Penalty: 4905.288086
	Iteration 19Q: 3 clusters Score -2219184 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2219200.250000 Penalty: 4905.288086
	Iteration 20F: 3 clusters Score -2219200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 19192 members 
Entering Unmasked Estep 
Score: -2219219.000000 Penalty: 4905.288086
	Iteration 21Q: 3 clusters Score -2219219 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -2219234.000000 Penalty: 4905.288086
	Iteration 22Q: 3 clusters Score -2219234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 19218 members 
Entering Unmasked Estep 
Score: -2219245.000000 Penalty: 4905.288086
	Iteration 23Q: 3 clusters Score -2219245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -2219252.250000 Penalty: 4905.288086
	Iteration 24Q: 3 clusters Score -2219252 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2219259.250000 Penalty: 4905.288086
	Iteration 25Q: 3 clusters Score -2219259 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -2219257.500000 Penalty: 4905.288086
	Iteration 26Q: 3 clusters Score -2219258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 19237 members 
Entering Unmasked Estep 
Score: -2219258.750000 Penalty: 4905.288086
	Iteration 27Q: 3 clusters Score -2219259 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2219261.500000 Penalty: 4905.288086
	Iteration 28Q: 3 clusters Score -2219262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 19238 members 
Entering Unmasked Estep 
Score: -2219261.500000 Penalty: 4905.288086
	Iteration 29F: 3 clusters Score -2219262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (131839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131839 members 
Entering Unmasked Estep 
Score: -15585285.000000 Penalty: 2923.755615
	Iteration 0F: 2 clusters Score -1.558528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65857 members 
Mstep: Class 2 contains 65982 members 
Entering Unmasked Estep 
Score: -15497060.000000 Penalty: 5847.511230
	Iteration 0F: 3 clusters Score -1.549706e+07 nChanged 62717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65694 members 
Mstep: Class 2 contains 66145 members 
Entering Unmasked Estep 
Score: -15533587.000000 Penalty: 5847.511230
	Iteration 1F: 3 clusters Score -1.553359e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65398 members 
Mstep: Class 2 contains 66441 members 
Entering Unmasked Estep 
Score: -15534925.000000 Penalty: 5847.511230
	Iteration 2Q: 3 clusters Score -1.553492e+07 nChanged 5085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64753 members 
Mstep: Class 2 contains 67086 members 
Entering Unmasked Estep 
Score: -15536685.000000 Penalty: 5847.511230
	Iteration 3Q: 3 clusters Score -1.553668e+07 nChanged 5595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63664 members 
Mstep: Class 2 contains 68175 members 
Entering Unmasked Estep 
Score: -15538796.000000 Penalty: 5847.511230
	Iteration 4Q: 3 clusters Score -1.55388e+07 nChanged 6136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61906 members 
Mstep: Class 2 contains 69933 members 
Entering Unmasked Estep 
Score: -15541220.000000 Penalty: 5847.511230
	Iteration 5Q: 3 clusters Score -1.554122e+07 nChanged 6575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59223 members 
Mstep: Class 2 contains 72616 members 
Entering Unmasked Estep 
Score: -15544241.000000 Penalty: 5847.511230
	Iteration 6Q: 3 clusters Score -1.554424e+07 nChanged 7172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55601 members 
Mstep: Class 2 contains 76238 members 
Entering Unmasked Estep 
Score: -15548050.000000 Penalty: 5847.511230
	Iteration 7F: 3 clusters Score -1.554805e+07 nChanged 7555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51046 members 
Mstep: Class 2 contains 80793 members 
Entering Unmasked Estep 
Score: -15552659.000000 Penalty: 5847.511230
	Iteration 8F: 3 clusters Score -1.555266e+07 nChanged 7510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 85587 members 
Entering Unmasked Estep 
Score: -15557643.000000 Penalty: 5847.511230
	Iteration 9F: 3 clusters Score -1.555764e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41858 members 
Mstep: Class 2 contains 89981 members 
Entering Unmasked Estep 
Score: -15562461.000000 Penalty: 5847.511230
	Iteration 10F: 3 clusters Score -1.556246e+07 nChanged 6111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 93694 members 
Entering Unmasked Estep 
Score: -15566790.000000 Penalty: 5847.511230
	Iteration 11Q: 3 clusters Score -1.556679e+07 nChanged 5031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35076 members 
Mstep: Class 2 contains 96763 members 
Entering Unmasked Estep 
Score: -15569950.000000 Penalty: 5847.511230
	Iteration 12Q: 3 clusters Score -1.556995e+07 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 99243 members 
Entering Unmasked Estep 
Score: -15572229.000000 Penalty: 5847.511230
	Iteration 13Q: 3 clusters Score -1.557223e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30387 members 
Mstep: Class 2 contains 101452 members 
Entering Unmasked Estep 
Score: -15573989.000000 Penalty: 5847.511230
	Iteration 14Q: 3 clusters Score -1.557399e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 103373 members 
Entering Unmasked Estep 
Score: -15575217.000000 Penalty: 5847.511230
	Iteration 15Q: 3 clusters Score -1.557522e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 105070 members 
Entering Unmasked Estep 
Score: -15576320.000000 Penalty: 5847.511230
	Iteration 16Q: 3 clusters Score -1.557632e+07 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25250 members 
Mstep: Class 2 contains 106589 members 
Entering Unmasked Estep 
Score: -15577079.000000 Penalty: 5847.511230
	Iteration 17Q: 3 clusters Score -1.557708e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23925 members 
Mstep: Class 2 contains 107914 members 
Entering Unmasked Estep 
Score: -15577715.000000 Penalty: 5847.511230
	Iteration 18Q: 3 clusters Score -1.557772e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 109087 members 
Entering Unmasked Estep 
Score: -15578194.000000 Penalty: 5847.511230
	Iteration 19Q: 3 clusters Score -1.557819e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21774 members 
Mstep: Class 2 contains 110065 members 
Entering Unmasked Estep 
Score: -15578632.000000 Penalty: 5847.511230
	Iteration 20F: 3 clusters Score -1.557863e+07 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20876 members 
Mstep: Class 2 contains 110963 members 
Entering Unmasked Estep 
Score: -15578810.000000 Penalty: 5847.511230
	Iteration 21Q: 3 clusters Score -1.557881e+07 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 111763 members 
Entering Unmasked Estep 
Score: -15579067.000000 Penalty: 5847.511230
	Iteration 22Q: 3 clusters Score -1.557907e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Mstep: Class 2 contains 112510 members 
Entering Unmasked Estep 
Score: -15579302.000000 Penalty: 5847.511230
	Iteration 23Q: 3 clusters Score -1.55793e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 113183 members 
Entering Unmasked Estep 
Score: -15579465.000000 Penalty: 5847.511230
	Iteration 24Q: 3 clusters Score -1.557946e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 113874 members 
Entering Unmasked Estep 
Score: -15579560.000000 Penalty: 5847.511230
	Iteration 25Q: 3 clusters Score -1.557956e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 114526 members 
Entering Unmasked Estep 
Score: -15579705.000000 Penalty: 5847.511230
	Iteration 26Q: 3 clusters Score -1.55797e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 115200 members 
Entering Unmasked Estep 
Score: -15579897.000000 Penalty: 5847.511230
	Iteration 27Q: 3 clusters Score -1.55799e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15996 members 
Mstep: Class 2 contains 115843 members 
Entering Unmasked Estep 
Score: -15580061.000000 Penalty: 5847.511230
	Iteration 28Q: 3 clusters Score -1.558006e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 116503 members 
Entering Unmasked Estep 
Score: -15580194.000000 Penalty: 5847.511230
	Iteration 29Q: 3 clusters Score -1.558019e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 117140 members 
Entering Unmasked Estep 
Score: -15580266.000000 Penalty: 5847.511230
	Iteration 30Q: 3 clusters Score -1.558027e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14050 members 
Mstep: Class 2 contains 117789 members 
Entering Unmasked Estep 
Score: -15580389.000000 Penalty: 5847.511230
	Iteration 31Q: 3 clusters Score -1.558039e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 118458 members 
Entering Unmasked Estep 
Score: -15580512.000000 Penalty: 5847.511230
	Iteration 32Q: 3 clusters Score -1.558051e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 119135 members 
Entering Unmasked Estep 
Score: -15580666.000000 Penalty: 5847.511230
	Iteration 33Q: 3 clusters Score -1.558067e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 119819 members 
Entering Unmasked Estep 
Score: -15580852.000000 Penalty: 5847.511230
	Iteration 34Q: 3 clusters Score -1.558085e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 120512 members 
Entering Unmasked Estep 
Score: -15581028.000000 Penalty: 5847.511230
	Iteration 35Q: 3 clusters Score -1.558103e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 121208 members 
Entering Unmasked Estep 
Score: -15581275.000000 Penalty: 5847.511230
	Iteration 36Q: 3 clusters Score -1.558128e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 121896 members 
Entering Unmasked Estep 
Score: -15581557.000000 Penalty: 5847.511230
	Iteration 37Q: 3 clusters Score -1.558156e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 122581 members 
Entering Unmasked Estep 
Score: -15581763.000000 Penalty: 5847.511230
	Iteration 38Q: 3 clusters Score -1.558176e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 123267 members 
Entering Unmasked Estep 
Score: -15582017.000000 Penalty: 5847.511230
	Iteration 39Q: 3 clusters Score -1.558202e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 123938 members 
Entering Unmasked Estep 
Score: -15582234.000000 Penalty: 5847.511230
	Iteration 40F: 3 clusters Score -1.558223e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 124563 members 
Entering Unmasked Estep 
Score: -15582442.000000 Penalty: 5847.511230
	Iteration 41Q: 3 clusters Score -1.558244e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 125135 members 
Entering Unmasked Estep 
Score: -15582653.000000 Penalty: 5847.511230
	Iteration 42Q: 3 clusters Score -1.558265e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 125642 members 
Entering Unmasked Estep 
Score: -15582838.000000 Penalty: 5847.511230
	Iteration 43Q: 3 clusters Score -1.558284e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 126110 members 
Entering Unmasked Estep 
Score: -15583037.000000 Penalty: 5847.511230
	Iteration 44Q: 3 clusters Score -1.558304e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 126501 members 
Entering Unmasked Estep 
Score: -15583186.000000 Penalty: 5847.511230
	Iteration 45Q: 3 clusters Score -1.558319e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 126869 members 
Entering Unmasked Estep 
Score: -15583397.000000 Penalty: 5847.511230
	Iteration 46Q: 3 clusters Score -1.55834e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Mstep: Class 2 contains 127199 members 
Entering Unmasked Estep 
Score: -15583547.000000 Penalty: 5847.511230
	Iteration 47Q: 3 clusters Score -1.558355e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4354 members 
Mstep: Class 2 contains 127485 members 
Entering Unmasked Estep 
Score: -15583637.000000 Penalty: 5847.511230
	Iteration 48Q: 3 clusters Score -1.558364e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 127712 members 
Entering Unmasked Estep 
Score: -15583720.000000 Penalty: 5847.511230
	Iteration 49Q: 3 clusters Score -1.558372e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 127903 members 
Entering Unmasked Estep 
Score: -15583793.000000 Penalty: 5847.511230
	Iteration 50Q: 3 clusters Score -1.558379e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 128074 members 
Entering Unmasked Estep 
Score: -15583854.000000 Penalty: 5847.511230
	Iteration 51Q: 3 clusters Score -1.558385e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 128236 members 
Entering Unmasked Estep 
Score: -15583927.000000 Penalty: 5847.511230
	Iteration 52Q: 3 clusters Score -1.558393e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 128365 members 
Entering Unmasked Estep 
Score: -15583986.000000 Penalty: 5847.511230
	Iteration 53Q: 3 clusters Score -1.558399e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 128485 members 
Entering Unmasked Estep 
Score: -15584034.000000 Penalty: 5847.511230
	Iteration 54Q: 3 clusters Score -1.558403e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 128588 members 
Entering Unmasked Estep 
Score: -15584085.000000 Penalty: 5847.511230
	Iteration 55Q: 3 clusters Score -1.558408e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 128658 members 
Entering Unmasked Estep 
Score: -15584124.000000 Penalty: 5847.511230
	Iteration 56Q: 3 clusters Score -1.558412e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 128715 members 
Entering Unmasked Estep 
Score: -15584153.000000 Penalty: 5847.511230
	Iteration 57Q: 3 clusters Score -1.558415e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 128762 members 
Entering Unmasked Estep 
Score: -15584132.000000 Penalty: 5847.511230
	Iteration 58Q: 3 clusters Score -1.558413e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 128790 members 
Entering Unmasked Estep 
Score: -15584131.000000 Penalty: 5847.511230
	Iteration 59Q: 3 clusters Score -1.558413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 128814 members 
Entering Unmasked Estep 
Score: -15584140.000000 Penalty: 5847.511230
	Iteration 60F: 3 clusters Score -1.558414e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 128832 members 
Entering Unmasked Estep 
Score: -15584125.000000 Penalty: 5847.511230
	Iteration 61Q: 3 clusters Score -1.558412e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 128847 members 
Entering Unmasked Estep 
Score: -15584127.000000 Penalty: 5847.511230
	Iteration 62Q: 3 clusters Score -1.558413e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 128853 members 
Entering Unmasked Estep 
Score: -15584134.000000 Penalty: 5847.511230
	Iteration 63Q: 3 clusters Score -1.558413e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 128858 members 
Entering Unmasked Estep 
Score: -15584148.000000 Penalty: 5847.511230
	Iteration 64Q: 3 clusters Score -1.558415e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 128863 members 
Entering Unmasked Estep 
Score: -15584154.000000 Penalty: 5847.511230
	Iteration 65Q: 3 clusters Score -1.558415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 128867 members 
Entering Unmasked Estep 
Score: -15584156.000000 Penalty: 5847.511230
	Iteration 66Q: 3 clusters Score -1.558416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 128870 members 
Entering Unmasked Estep 
Score: -15584153.000000 Penalty: 5847.511230
	Iteration 67Q: 3 clusters Score -1.558415e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 128873 members 
Entering Unmasked Estep 
Score: -15584140.000000 Penalty: 5847.511230
	Iteration 68Q: 3 clusters Score -1.558414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 128873 members 
Entering Unmasked Estep 
Score: -15584137.000000 Penalty: 5847.511230
	Iteration 69Q: 3 clusters Score -1.558414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 128873 members 
Entering Unmasked Estep 
Score: -15584134.000000 Penalty: 5847.511230
	Iteration 70Q: 3 clusters Score -1.558413e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 128875 members 
Entering Unmasked Estep 
Score: -15584142.000000 Penalty: 5847.511230
	Iteration 71Q: 3 clusters Score -1.558414e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 128878 members 
Entering Unmasked Estep 
Score: -15584144.000000 Penalty: 5847.511230
	Iteration 72Q: 3 clusters Score -1.558414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 128881 members 
Entering Unmasked Estep 
Score: -15584137.000000 Penalty: 5847.511230
	Iteration 73Q: 3 clusters Score -1.558414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 128883 members 
Entering Unmasked Estep 
Score: -15584137.000000 Penalty: 5847.511230
	Iteration 74Q: 3 clusters Score -1.558414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 128884 members 
Entering Unmasked Estep 
Score: -15584137.000000 Penalty: 5847.511230
	Iteration 75Q: 3 clusters Score -1.558414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 128885 members 
Entering Unmasked Estep 
Score: -15584137.000000 Penalty: 5847.511230
	Iteration 76Q: 3 clusters Score -1.558414e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 128886 members 
Entering Unmasked Estep 
Score: -15584141.000000 Penalty: 5847.511230
	Iteration 77Q: 3 clusters Score -1.558414e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 128886 members 
Entering Unmasked Estep 
Score: -15584137.000000 Penalty: 5847.511230
	Iteration 78Q: 3 clusters Score -1.558414e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 128889 members 
Entering Unmasked Estep 
Score: -15584147.000000 Penalty: 5847.511230
	Iteration 79Q: 3 clusters Score -1.558415e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 128895 members 
Entering Unmasked Estep 
Score: -15584141.000000 Penalty: 5847.511230
	Iteration 80F: 3 clusters Score -1.558414e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 128899 members 
Entering Unmasked Estep 
Score: -15584146.000000 Penalty: 5847.511230
	Iteration 81Q: 3 clusters Score -1.558415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 128903 members 
Entering Unmasked Estep 
Score: -15584151.000000 Penalty: 5847.511230
	Iteration 82Q: 3 clusters Score -1.558415e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 128907 members 
Entering Unmasked Estep 
Score: -15584161.000000 Penalty: 5847.511230
	Iteration 83Q: 3 clusters Score -1.558416e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 128910 members 
Entering Unmasked Estep 
Score: -15584161.000000 Penalty: 5847.511230
	Iteration 84Q: 3 clusters Score -1.558416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 128910 members 
Entering Unmasked Estep 
Score: -15584168.000000 Penalty: 5847.511230
	Iteration 85Q: 3 clusters Score -1.558417e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Mstep: Class 2 contains 128910 members 
Entering Unmasked Estep 
Score: -15584155.000000 Penalty: 5847.511230
	Iteration 86Q: 3 clusters Score -1.558416e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 128908 members 
Entering Unmasked Estep 
Score: -15584160.000000 Penalty: 5847.511230
	Iteration 87Q: 3 clusters Score -1.558416e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 128908 members 
Entering Unmasked Estep 
Score: -15584160.000000 Penalty: 5847.511230
	Iteration 88F: 3 clusters Score -1.558416e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (2088 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Entering Unmasked Estep 
Score: -243709.531250 Penalty: 1895.702515
	Iteration 0F: 2 clusters Score -243709.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -241005.140625 Penalty: 3791.405029
	Iteration 0F: 3 clusters Score -241005.1 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -241495.453125 Penalty: 3791.405029
	Iteration 1F: 3 clusters Score -241495.5 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -241610.734375 Penalty: 3791.405029
	Iteration 2F: 3 clusters Score -241610.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -241671.625000 Penalty: 3791.405029
	Iteration 3Q: 3 clusters Score -241671.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -241705.937500 Penalty: 3791.405029
	Iteration 4Q: 3 clusters Score -241705.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -241723.171875 Penalty: 3791.405029
	Iteration 5Q: 3 clusters Score -241723.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -241734.656250 Penalty: 3791.405029
	Iteration 6Q: 3 clusters Score -241734.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -241750.609375 Penalty: 3791.405029
	Iteration 7Q: 3 clusters Score -241750.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -241758.156250 Penalty: 3791.405029
	Iteration 8Q: 3 clusters Score -241758.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -241763.203125 Penalty: 3791.405029
	Iteration 9Q: 3 clusters Score -241763.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -241771.093750 Penalty: 3791.405029
	Iteration 10Q: 3 clusters Score -241771.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -241777.343750 Penalty: 3791.405029
	Iteration 11Q: 3 clusters Score -241777.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -241782.765625 Penalty: 3791.405029
	Iteration 12Q: 3 clusters Score -241782.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -241789.796875 Penalty: 3791.405029
	Iteration 13Q: 3 clusters Score -241789.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -241793.437500 Penalty: 3791.405029
	Iteration 14Q: 3 clusters Score -241793.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -241797.906250 Penalty: 3791.405029
	Iteration 15Q: 3 clusters Score -241797.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -241801.656250 Penalty: 3791.405029
	Iteration 16Q: 3 clusters Score -241801.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -241806.203125 Penalty: 3791.405029
	Iteration 17Q: 3 clusters Score -241806.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -241810.843750 Penalty: 3791.405029
	Iteration 18Q: 3 clusters Score -241810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -241815.078125 Penalty: 3791.405029
	Iteration 19Q: 3 clusters Score -241815.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -241817.890625 Penalty: 3791.405029
	Iteration 20F: 3 clusters Score -241817.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -241822.500000 Penalty: 3791.405029
	Iteration 21Q: 3 clusters Score -241822.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -241824.500000 Penalty: 3791.405029
	Iteration 22Q: 3 clusters Score -241824.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -241826.281250 Penalty: 3791.405029
	Iteration 23Q: 3 clusters Score -241826.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -241826.281250 Penalty: 3791.405029
	Iteration 24F: 3 clusters Score -241826.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (178763 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178763 members 
Entering Unmasked Estep 
Score: -21210718.000000 Penalty: 2999.266357
	Iteration 0F: 2 clusters Score -2.121072e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89068 members 
Mstep: Class 2 contains 89695 members 
Entering Unmasked Estep 
Score: -21092484.000000 Penalty: 5998.532715
	Iteration 0F: 3 clusters Score -2.109248e+07 nChanged 85798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84396 members 
Mstep: Class 2 contains 94367 members 
Entering Unmasked Estep 
Score: -21142816.000000 Penalty: 5998.532715
	Iteration 1F: 3 clusters Score -2.114282e+07 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81341 members 
Mstep: Class 2 contains 97422 members 
Entering Unmasked Estep 
Score: -21144812.000000 Penalty: 5998.532715
	Iteration 2Q: 3 clusters Score -2.114481e+07 nChanged 7302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76689 members 
Mstep: Class 2 contains 102074 members 
Entering Unmasked Estep 
Score: -21147786.000000 Penalty: 5998.532715
	Iteration 3Q: 3 clusters Score -2.114779e+07 nChanged 8839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69940 members 
Mstep: Class 2 contains 108823 members 
Entering Unmasked Estep 
Score: -21152010.000000 Penalty: 5998.532715
	Iteration 4Q: 3 clusters Score -2.115201e+07 nChanged 11185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60515 members 
Mstep: Class 2 contains 118248 members 
Entering Unmasked Estep 
Score: -21159108.000000 Penalty: 5998.532715
	Iteration 5F: 3 clusters Score -2.115911e+07 nChanged 13260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48705 members 
Mstep: Class 2 contains 130058 members 
Entering Unmasked Estep 
Score: -21169502.000000 Penalty: 5998.532715
	Iteration 6F: 3 clusters Score -2.11695e+07 nChanged 13594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36287 members 
Mstep: Class 2 contains 142476 members 
Entering Unmasked Estep 
Score: -21181008.000000 Penalty: 5998.532715
	Iteration 7F: 3 clusters Score -2.118101e+07 nChanged 11551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25676 members 
Mstep: Class 2 contains 153087 members 
Entering Unmasked Estep 
Score: -21191142.000000 Penalty: 5998.532715
	Iteration 8F: 3 clusters Score -2.119114e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 160438 members 
Entering Unmasked Estep 
Score: -21197978.000000 Penalty: 5998.532715
	Iteration 9Q: 3 clusters Score -2.119798e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 164926 members 
Entering Unmasked Estep 
Score: -21201836.000000 Penalty: 5998.532715
	Iteration 10Q: 3 clusters Score -2.120184e+07 nChanged 3156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11013 members 
Mstep: Class 2 contains 167750 members 
Entering Unmasked Estep 
Score: -21204112.000000 Penalty: 5998.532715
	Iteration 11Q: 3 clusters Score -2.120411e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 169654 members 
Entering Unmasked Estep 
Score: -21205356.000000 Penalty: 5998.532715
	Iteration 12Q: 3 clusters Score -2.120536e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 171081 members 
Entering Unmasked Estep 
Score: -21206030.000000 Penalty: 5998.532715
	Iteration 13Q: 3 clusters Score -2.120603e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 172207 members 
Entering Unmasked Estep 
Score: -21206770.000000 Penalty: 5998.532715
	Iteration 14Q: 3 clusters Score -2.120677e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 173117 members 
Entering Unmasked Estep 
Score: -21207294.000000 Penalty: 5998.532715
	Iteration 15Q: 3 clusters Score -2.120729e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 173795 members 
Entering Unmasked Estep 
Score: -21207478.000000 Penalty: 5998.532715
	Iteration 16Q: 3 clusters Score -2.120748e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 174355 members 
Entering Unmasked Estep 
Score: -21207736.000000 Penalty: 5998.532715
	Iteration 17Q: 3 clusters Score -2.120774e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 174826 members 
Entering Unmasked Estep 
Score: -21207848.000000 Penalty: 5998.532715
	Iteration 18Q: 3 clusters Score -2.120785e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 175191 members 
Entering Unmasked Estep 
Score: -21207954.000000 Penalty: 5998.532715
	Iteration 19Q: 3 clusters Score -2.120795e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 175481 members 
Entering Unmasked Estep 
Score: -21208036.000000 Penalty: 5998.532715
	Iteration 20F: 3 clusters Score -2.120804e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 175709 members 
Entering Unmasked Estep 
Score: -21208102.000000 Penalty: 5998.532715
	Iteration 21Q: 3 clusters Score -2.12081e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 175893 members 
Entering Unmasked Estep 
Score: -21208142.000000 Penalty: 5998.532715
	Iteration 22Q: 3 clusters Score -2.120814e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 176036 members 
Entering Unmasked Estep 
Score: -21208192.000000 Penalty: 5998.532715
	Iteration 23Q: 3 clusters Score -2.120819e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 176162 members 
Entering Unmasked Estep 
Score: -21208270.000000 Penalty: 5998.532715
	Iteration 24Q: 3 clusters Score -2.120827e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 176272 members 
Entering Unmasked Estep 
Score: -21208250.000000 Penalty: 5998.532715
	Iteration 25Q: 3 clusters Score -2.120825e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 176352 members 
Entering Unmasked Estep 
Score: -21208254.000000 Penalty: 5998.532715
	Iteration 26Q: 3 clusters Score -2.120825e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 176418 members 
Entering Unmasked Estep 
Score: -21208280.000000 Penalty: 5998.532715
	Iteration 27Q: 3 clusters Score -2.120828e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 176468 members 
Entering Unmasked Estep 
Score: -21208284.000000 Penalty: 5998.532715
	Iteration 28Q: 3 clusters Score -2.120828e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 176520 members 
Entering Unmasked Estep 
Score: -21208292.000000 Penalty: 5998.532715
	Iteration 29Q: 3 clusters Score -2.120829e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 176565 members 
Entering Unmasked Estep 
Score: -21208292.000000 Penalty: 5998.532715
	Iteration 30Q: 3 clusters Score -2.120829e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 176606 members 
Entering Unmasked Estep 
Score: -21208286.000000 Penalty: 5998.532715
	Iteration 31Q: 3 clusters Score -2.120829e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 176633 members 
Entering Unmasked Estep 
Score: -21208306.000000 Penalty: 5998.532715
	Iteration 32Q: 3 clusters Score -2.120831e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 176655 members 
Entering Unmasked Estep 
Score: -21208308.000000 Penalty: 5998.532715
	Iteration 33Q: 3 clusters Score -2.120831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 176670 members 
Entering Unmasked Estep 
Score: -21208306.000000 Penalty: 5998.532715
	Iteration 34Q: 3 clusters Score -2.120831e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 176685 members 
Entering Unmasked Estep 
Score: -21208306.000000 Penalty: 5998.532715
	Iteration 35Q: 3 clusters Score -2.120831e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 176698 members 
Entering Unmasked Estep 
Score: -21208310.000000 Penalty: 5998.532715
	Iteration 36Q: 3 clusters Score -2.120831e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 176714 members 
Entering Unmasked Estep 
Score: -21208330.000000 Penalty: 5998.532715
	Iteration 37Q: 3 clusters Score -2.120833e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 176726 members 
Entering Unmasked Estep 
Score: -21208328.000000 Penalty: 5998.532715
	Iteration 38Q: 3 clusters Score -2.120833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 176740 members 
Entering Unmasked Estep 
Score: -21208342.000000 Penalty: 5998.532715
	Iteration 39Q: 3 clusters Score -2.120834e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 176755 members 
Entering Unmasked Estep 
Score: -21208356.000000 Penalty: 5998.532715
	Iteration 40F: 3 clusters Score -2.120836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 176770 members 
Entering Unmasked Estep 
Score: -21208348.000000 Penalty: 5998.532715
	Iteration 41Q: 3 clusters Score -2.120835e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 176789 members 
Entering Unmasked Estep 
Score: -21208368.000000 Penalty: 5998.532715
	Iteration 42Q: 3 clusters Score -2.120837e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 176814 members 
Entering Unmasked Estep 
Score: -21208366.000000 Penalty: 5998.532715
	Iteration 43Q: 3 clusters Score -2.120837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 176836 members 
Entering Unmasked Estep 
Score: -21208392.000000 Penalty: 5998.532715
	Iteration 44Q: 3 clusters Score -2.120839e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 176852 members 
Entering Unmasked Estep 
Score: -21208392.000000 Penalty: 5998.532715
	Iteration 45Q: 3 clusters Score -2.120839e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 176875 members 
Entering Unmasked Estep 
Score: -21208388.000000 Penalty: 5998.532715
	Iteration 46Q: 3 clusters Score -2.120839e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 176902 members 
Entering Unmasked Estep 
Score: -21208384.000000 Penalty: 5998.532715
	Iteration 47Q: 3 clusters Score -2.120838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 176918 members 
Entering Unmasked Estep 
Score: -21208388.000000 Penalty: 5998.532715
	Iteration 48Q: 3 clusters Score -2.120839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 176937 members 
Entering Unmasked Estep 
Score: -21208384.000000 Penalty: 5998.532715
	Iteration 49Q: 3 clusters Score -2.120838e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 176958 members 
Entering Unmasked Estep 
Score: -21208384.000000 Penalty: 5998.532715
	Iteration 50Q: 3 clusters Score -2.120838e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 176975 members 
Entering Unmasked Estep 
Score: -21208392.000000 Penalty: 5998.532715
	Iteration 51Q: 3 clusters Score -2.120839e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 176994 members 
Entering Unmasked Estep 
Score: -21208378.000000 Penalty: 5998.532715
	Iteration 52Q: 3 clusters Score -2.120838e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 177008 members 
Entering Unmasked Estep 
Score: -21208384.000000 Penalty: 5998.532715
	Iteration 53Q: 3 clusters Score -2.120838e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 177022 members 
Entering Unmasked Estep 
Score: -21208366.000000 Penalty: 5998.532715
	Iteration 54Q: 3 clusters Score -2.120837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 177032 members 
Entering Unmasked Estep 
Score: -21208366.000000 Penalty: 5998.532715
	Iteration 55Q: 3 clusters Score -2.120837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 177041 members 
Entering Unmasked Estep 
Score: -21208372.000000 Penalty: 5998.532715
	Iteration 56Q: 3 clusters Score -2.120837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 177046 members 
Entering Unmasked Estep 
Score: -21208380.000000 Penalty: 5998.532715
	Iteration 57Q: 3 clusters Score -2.120838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 177050 members 
Entering Unmasked Estep 
Score: -21208370.000000 Penalty: 5998.532715
	Iteration 58Q: 3 clusters Score -2.120837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 177054 members 
Entering Unmasked Estep 
Score: -21208368.000000 Penalty: 5998.532715
	Iteration 59Q: 3 clusters Score -2.120837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 177057 members 
Entering Unmasked Estep 
Score: -21208380.000000 Penalty: 5998.532715
	Iteration 60F: 3 clusters Score -2.120838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 177061 members 
Entering Unmasked Estep 
Score: -21208380.000000 Penalty: 5998.532715
	Iteration 61Q: 3 clusters Score -2.120838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 177063 members 
Entering Unmasked Estep 
Score: -21208384.000000 Penalty: 5998.532715
	Iteration 62Q: 3 clusters Score -2.120838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 177065 members 
Entering Unmasked Estep 
Score: -21208366.000000 Penalty: 5998.532715
	Iteration 63Q: 3 clusters Score -2.120837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 177069 members 
Entering Unmasked Estep 
Score: -21208384.000000 Penalty: 5998.532715
	Iteration 64Q: 3 clusters Score -2.120838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 177071 members 
Entering Unmasked Estep 
Score: -21208376.000000 Penalty: 5998.532715
	Iteration 65Q: 3 clusters Score -2.120838e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 177072 members 
Entering Unmasked Estep 
Score: -21208380.000000 Penalty: 5998.532715
	Iteration 66Q: 3 clusters Score -2.120838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 177075 members 
Entering Unmasked Estep 
Score: -21208376.000000 Penalty: 5998.532715
	Iteration 67Q: 3 clusters Score -2.120838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 177078 members 
Entering Unmasked Estep 
Score: -21208376.000000 Penalty: 5998.532715
	Iteration 68Q: 3 clusters Score -2.120838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 177084 members 
Entering Unmasked Estep 
Score: -21208368.000000 Penalty: 5998.532715
	Iteration 69Q: 3 clusters Score -2.120837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 177089 members 
Entering Unmasked Estep 
Score: -21208380.000000 Penalty: 5998.532715
	Iteration 70Q: 3 clusters Score -2.120838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 177093 members 
Entering Unmasked Estep 
Score: -21208378.000000 Penalty: 5998.532715
	Iteration 71Q: 3 clusters Score -2.120838e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 177097 members 
Entering Unmasked Estep 
Score: -21208400.000000 Penalty: 5998.532715
	Iteration 72Q: 3 clusters Score -2.12084e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 177099 members 
Entering Unmasked Estep 
Score: -21208390.000000 Penalty: 5998.532715
	Iteration 73Q: 3 clusters Score -2.120839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 177103 members 
Entering Unmasked Estep 
Score: -21208388.000000 Penalty: 5998.532715
	Iteration 74Q: 3 clusters Score -2.120839e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 177107 members 
Entering Unmasked Estep 
Score: -21208382.000000 Penalty: 5998.532715
	Iteration 75Q: 3 clusters Score -2.120838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 177114 members 
Entering Unmasked Estep 
Score: -21208374.000000 Penalty: 5998.532715
	Iteration 76Q: 3 clusters Score -2.120837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 177121 members 
Entering Unmasked Estep 
Score: -21208374.000000 Penalty: 5998.532715
	Iteration 77Q: 3 clusters Score -2.120837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 177130 members 
Entering Unmasked Estep 
Score: -21208370.000000 Penalty: 5998.532715
	Iteration 78Q: 3 clusters Score -2.120837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 177138 members 
Entering Unmasked Estep 
Score: -21208380.000000 Penalty: 5998.532715
	Iteration 79Q: 3 clusters Score -2.120838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 177144 members 
Entering Unmasked Estep 
Score: -21208384.000000 Penalty: 5998.532715
	Iteration 80F: 3 clusters Score -2.120838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 177150 members 
Entering Unmasked Estep 
Score: -21208366.000000 Penalty: 5998.532715
	Iteration 81Q: 3 clusters Score -2.120837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 177156 members 
Entering Unmasked Estep 
Score: -21208374.000000 Penalty: 5998.532715
	Iteration 82Q: 3 clusters Score -2.120837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 177162 members 
Entering Unmasked Estep 
Score: -21208376.000000 Penalty: 5998.532715
	Iteration 83Q: 3 clusters Score -2.120838e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 177171 members 
Entering Unmasked Estep 
Score: -21208380.000000 Penalty: 5998.532715
	Iteration 84Q: 3 clusters Score -2.120838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 177175 members 
Entering Unmasked Estep 
Score: -21208380.000000 Penalty: 5998.532715
	Iteration 85Q: 3 clusters Score -2.120838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 177178 members 
Entering Unmasked Estep 
Score: -21208396.000000 Penalty: 5998.532715
	Iteration 86Q: 3 clusters Score -2.12084e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 177183 members 
Entering Unmasked Estep 
Score: -21208398.000000 Penalty: 5998.532715
	Iteration 87Q: 3 clusters Score -2.12084e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 177193 members 
Entering Unmasked Estep 
Score: -21208390.000000 Penalty: 5998.532715
	Iteration 88Q: 3 clusters Score -2.120839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 177201 members 
Entering Unmasked Estep 
Score: -21208378.000000 Penalty: 5998.532715
	Iteration 89Q: 3 clusters Score -2.120838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 177209 members 
Entering Unmasked Estep 
Score: -21208366.000000 Penalty: 5998.532715
	Iteration 90Q: 3 clusters Score -2.120837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 177215 members 
Entering Unmasked Estep 
Score: -21208386.000000 Penalty: 5998.532715
	Iteration 91Q: 3 clusters Score -2.120839e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 177218 members 
Entering Unmasked Estep 
Score: -21208370.000000 Penalty: 5998.532715
	Iteration 92Q: 3 clusters Score -2.120837e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 177221 members 
Entering Unmasked Estep 
Score: -21208378.000000 Penalty: 5998.532715
	Iteration 93Q: 3 clusters Score -2.120838e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 177222 members 
Entering Unmasked Estep 
Score: -21208372.000000 Penalty: 5998.532715
	Iteration 94Q: 3 clusters Score -2.120837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 177228 members 
Entering Unmasked Estep 
Score: -21208398.000000 Penalty: 5998.532715
	Iteration 95Q: 3 clusters Score -2.12084e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 177228 members 
Entering Unmasked Estep 
Score: -21208398.000000 Penalty: 5998.532715
	Iteration 96F: 3 clusters Score -2.12084e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26618 members 
Entering Unmasked Estep 
Score: -2916678.250000 Penalty: 2526.957031
	Iteration 0F: 2 clusters Score -2916678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2898332.750000 Penalty: 5053.914062
	Iteration 0F: 3 clusters Score -2898333 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2905308.500000 Penalty: 5053.914062
	Iteration 1F: 3 clusters Score -2905308 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12176 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
Score: -2906072.250000 Penalty: 5053.914062
	Iteration 2F: 3 clusters Score -2906072 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -2907130.000000 Penalty: 5053.914062
	Iteration 3F: 3 clusters Score -2907130 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 15521 members 
Entering Unmasked Estep 
Score: -2908525.000000 Penalty: 5053.914062
	Iteration 4F: 3 clusters Score -2908525 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 16119 members 
Entering Unmasked Estep 
Score: -2910113.500000 Penalty: 5053.914062
	Iteration 5F: 3 clusters Score -2910114 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2911556.250000 Penalty: 5053.914062
	Iteration 6F: 3 clusters Score -2911556 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -2912665.750000 Penalty: 5053.914062
	Iteration 7F: 3 clusters Score -2912666 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -2913311.500000 Penalty: 5053.914062
	Iteration 8Q: 3 clusters Score -2913312 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -2913698.750000 Penalty: 5053.914062
	Iteration 9Q: 3 clusters Score -2913699 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -2913901.750000 Penalty: 5053.914062
	Iteration 10Q: 3 clusters Score -2913902 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -2914014.500000 Penalty: 5053.914062
	Iteration 11Q: 3 clusters Score -2914014 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8772 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2914090.000000 Penalty: 5053.914062
	Iteration 12Q: 3 clusters Score -2914090 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2914137.750000 Penalty: 5053.914062
	Iteration 13Q: 3 clusters Score -2914138 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -2914161.750000 Penalty: 5053.914062
	Iteration 14Q: 3 clusters Score -2914162 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 18005 members 
Entering Unmasked Estep 
Score: -2914196.500000 Penalty: 5053.914062
	Iteration 15Q: 3 clusters Score -2914196 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8567 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -2914218.750000 Penalty: 5053.914062
	Iteration 16Q: 3 clusters Score -2914219 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2914224.000000 Penalty: 5053.914062
	Iteration 17Q: 3 clusters Score -2914224 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -2914243.500000 Penalty: 5053.914062
	Iteration 18Q: 3 clusters Score -2914244 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 18191 members 
Entering Unmasked Estep 
Score: -2914249.500000 Penalty: 5053.914062
	Iteration 19Q: 3 clusters Score -2914250 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -2914262.000000 Penalty: 5053.914062
	Iteration 20F: 3 clusters Score -2914262 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 18285 members 
Entering Unmasked Estep 
Score: -2914272.750000 Penalty: 5053.914062
	Iteration 21Q: 3 clusters Score -2914273 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2914279.750000 Penalty: 5053.914062
	Iteration 22Q: 3 clusters Score -2914280 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -2914292.000000 Penalty: 5053.914062
	Iteration 23Q: 3 clusters Score -2914292 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Mstep: Class 2 contains 18404 members 
Entering Unmasked Estep 
Score: -2914300.750000 Penalty: 5053.914062
	Iteration 24Q: 3 clusters Score -2914301 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2914313.250000 Penalty: 5053.914062
	Iteration 25Q: 3 clusters Score -2914313 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -2914310.500000 Penalty: 5053.914062
	Iteration 26Q: 3 clusters Score -2914310 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 18487 members 
Entering Unmasked Estep 
Score: -2914312.000000 Penalty: 5053.914062
	Iteration 27Q: 3 clusters Score -2914312 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8095 members 
Mstep: Class 2 contains 18523 members 
Entering Unmasked Estep 
Score: -2914320.500000 Penalty: 5053.914062
	Iteration 28Q: 3 clusters Score -2914320 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -2914321.500000 Penalty: 5053.914062
	Iteration 29Q: 3 clusters Score -2914322 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -2914334.500000 Penalty: 5053.914062
	Iteration 30Q: 3 clusters Score -2914334 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2914325.000000 Penalty: 5053.914062
	Iteration 31Q: 3 clusters Score -2914325 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2914328.000000 Penalty: 5053.914062
	Iteration 32Q: 3 clusters Score -2914328 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 18704 members 
Entering Unmasked Estep 
Score: -2914332.000000 Penalty: 5053.914062
	Iteration 33Q: 3 clusters Score -2914332 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -2914330.500000 Penalty: 5053.914062
	Iteration 34Q: 3 clusters Score -2914330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -2914323.250000 Penalty: 5053.914062
	Iteration 35Q: 3 clusters Score -2914323 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 18817 members 
Entering Unmasked Estep 
Score: -2914334.750000 Penalty: 5053.914062
	Iteration 36Q: 3 clusters Score -2914335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -2914339.250000 Penalty: 5053.914062
	Iteration 37Q: 3 clusters Score -2914339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 18881 members 
Entering Unmasked Estep 
Score: -2914334.000000 Penalty: 5053.914062
	Iteration 38Q: 3 clusters Score -2914334 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -2914348.750000 Penalty: 5053.914062
	Iteration 39Q: 3 clusters Score -2914349 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -2914352.750000 Penalty: 5053.914062
	Iteration 40F: 3 clusters Score -2914353 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2914355.000000 Penalty: 5053.914062
	Iteration 41Q: 3 clusters Score -2914355 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 19062 members 
Entering Unmasked Estep 
Score: -2914363.000000 Penalty: 5053.914062
	Iteration 42Q: 3 clusters Score -2914363 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -2914383.500000 Penalty: 5053.914062
	Iteration 43Q: 3 clusters Score -2914384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -2914399.750000 Penalty: 5053.914062
	Iteration 44Q: 3 clusters Score -2914400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2914402.500000 Penalty: 5053.914062
	Iteration 45Q: 3 clusters Score -2914402 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -2914428.500000 Penalty: 5053.914062
	Iteration 46Q: 3 clusters Score -2914428 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 19398 members 
Entering Unmasked Estep 
Score: -2914451.750000 Penalty: 5053.914062
	Iteration 47Q: 3 clusters Score -2914452 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 19493 members 
Entering Unmasked Estep 
Score: -2914483.000000 Penalty: 5053.914062
	Iteration 48Q: 3 clusters Score -2914483 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -2914531.000000 Penalty: 5053.914062
	Iteration 49Q: 3 clusters Score -2914531 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -2914596.750000 Penalty: 5053.914062
	Iteration 50Q: 3 clusters Score -2914597 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -2914677.250000 Penalty: 5053.914062
	Iteration 51Q: 3 clusters Score -2914677 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -2914778.500000 Penalty: 5053.914062
	Iteration 52Q: 3 clusters Score -2914778 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -2914901.250000 Penalty: 5053.914062
	Iteration 53Q: 3 clusters Score -2914901 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 20345 members 
Entering Unmasked Estep 
Score: -2915029.750000 Penalty: 5053.914062
	Iteration 54Q: 3 clusters Score -2915030 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 20484 members 
Entering Unmasked Estep 
Score: -2915112.750000 Penalty: 5053.914062
	Iteration 55Q: 3 clusters Score -2915113 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -2915165.250000 Penalty: 5053.914062
	Iteration 56Q: 3 clusters Score -2915165 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -2915206.750000 Penalty: 5053.914062
	Iteration 57Q: 3 clusters Score -2915207 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2915234.500000 Penalty: 5053.914062
	Iteration 58Q: 3 clusters Score -2915234 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 20843 members 
Entering Unmasked Estep 
Score: -2915252.750000 Penalty: 5053.914062
	Iteration 59Q: 3 clusters Score -2915253 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2915258.250000 Penalty: 5053.914062
	Iteration 60F: 3 clusters Score -2915258 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5690 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2915266.250000 Penalty: 5053.914062
	Iteration 61Q: 3 clusters Score -2915266 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -2915271.000000 Penalty: 5053.914062
	Iteration 62Q: 3 clusters Score -2915271 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2915274.500000 Penalty: 5053.914062
	Iteration 63Q: 3 clusters Score -2915274 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -2915288.250000 Penalty: 5053.914062
	Iteration 64Q: 3 clusters Score -2915288 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -2915298.500000 Penalty: 5053.914062
	Iteration 65Q: 3 clusters Score -2915298 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -2915302.250000 Penalty: 5053.914062
	Iteration 66Q: 3 clusters Score -2915302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -2915299.750000 Penalty: 5053.914062
	Iteration 67Q: 3 clusters Score -2915300 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -2915308.250000 Penalty: 5053.914062
	Iteration 68Q: 3 clusters Score -2915308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 21188 members 
Entering Unmasked Estep 
Score: -2915313.250000 Penalty: 5053.914062
	Iteration 69Q: 3 clusters Score -2915313 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 21212 members 
Entering Unmasked Estep 
Score: -2915311.250000 Penalty: 5053.914062
	Iteration 70Q: 3 clusters Score -2915311 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 21236 members 
Entering Unmasked Estep 
Score: -2915319.250000 Penalty: 5053.914062
	Iteration 71Q: 3 clusters Score -2915319 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -2915325.750000 Penalty: 5053.914062
	Iteration 72Q: 3 clusters Score -2915326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -2915326.000000 Penalty: 5053.914062
	Iteration 73Q: 3 clusters Score -2915326 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -2915327.750000 Penalty: 5053.914062
	Iteration 74Q: 3 clusters Score -2915328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -2915324.250000 Penalty: 5053.914062
	Iteration 75Q: 3 clusters Score -2915324 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2915321.250000 Penalty: 5053.914062
	Iteration 76Q: 3 clusters Score -2915321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -2915327.250000 Penalty: 5053.914062
	Iteration 77Q: 3 clusters Score -2915327 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2915338.250000 Penalty: 5053.914062
	Iteration 78Q: 3 clusters Score -2915338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2915329.250000 Penalty: 5053.914062
	Iteration 79Q: 3 clusters Score -2915329 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 21413 members 
Entering Unmasked Estep 
Score: -2915329.750000 Penalty: 5053.914062
	Iteration 80F: 3 clusters Score -2915330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -2915328.250000 Penalty: 5053.914062
	Iteration 81Q: 3 clusters Score -2915328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -2915332.250000 Penalty: 5053.914062
	Iteration 82Q: 3 clusters Score -2915332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -2915339.000000 Penalty: 5053.914062
	Iteration 83Q: 3 clusters Score -2915339 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -2915338.500000 Penalty: 5053.914062
	Iteration 84Q: 3 clusters Score -2915338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -2915342.500000 Penalty: 5053.914062
	Iteration 85Q: 3 clusters Score -2915342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -2915346.250000 Penalty: 5053.914062
	Iteration 86Q: 3 clusters Score -2915346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -2915349.000000 Penalty: 5053.914062
	Iteration 87Q: 3 clusters Score -2915349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -2915346.750000 Penalty: 5053.914062
	Iteration 88Q: 3 clusters Score -2915347 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 21498 members 
Entering Unmasked Estep 
Score: -2915349.750000 Penalty: 5053.914062
	Iteration 89Q: 3 clusters Score -2915350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -2915354.500000 Penalty: 5053.914062
	Iteration 90Q: 3 clusters Score -2915354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -2915353.500000 Penalty: 5053.914062
	Iteration 91Q: 3 clusters Score -2915354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5107 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2915350.000000 Penalty: 5053.914062
	Iteration 92Q: 3 clusters Score -2915350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 21514 members 
Entering Unmasked Estep 
Score: -2915352.250000 Penalty: 5053.914062
	Iteration 93Q: 3 clusters Score -2915352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -2915353.000000 Penalty: 5053.914062
	Iteration 94Q: 3 clusters Score -2915353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 21525 members 
Entering Unmasked Estep 
Score: -2915355.500000 Penalty: 5053.914062
	Iteration 95Q: 3 clusters Score -2915356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 21529 members 
Entering Unmasked Estep 
Score: -2915356.250000 Penalty: 5053.914062
	Iteration 96Q: 3 clusters Score -2915356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2915354.250000 Penalty: 5053.914062
	Iteration 97Q: 3 clusters Score -2915354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -2915350.500000 Penalty: 5053.914062
	Iteration 98Q: 3 clusters Score -2915350 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -2915357.250000 Penalty: 5053.914062
	Iteration 99Q: 3 clusters Score -2915357 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -2915356.500000 Penalty: 5053.914062
	Iteration 100F: 3 clusters Score -2915356 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -2915358.000000 Penalty: 5053.914062
	Iteration 101Q: 3 clusters Score -2915358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -2915351.500000 Penalty: 5053.914062
	Iteration 102Q: 3 clusters Score -2915352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -2915359.750000 Penalty: 5053.914062
	Iteration 103Q: 3 clusters Score -2915360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -2915361.500000 Penalty: 5053.914062
	Iteration 104Q: 3 clusters Score -2915362 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2915365.000000 Penalty: 5053.914062
	Iteration 105Q: 3 clusters Score -2915365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2915367.250000 Penalty: 5053.914062
	Iteration 106Q: 3 clusters Score -2915367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4892 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2915370.250000 Penalty: 5053.914062
	Iteration 107Q: 3 clusters Score -2915370 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -2915369.750000 Penalty: 5053.914062
	Iteration 108Q: 3 clusters Score -2915370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2915372.000000 Penalty: 5053.914062
	Iteration 109Q: 3 clusters Score -2915372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 21769 members 
Entering Unmasked Estep 
Score: -2915377.000000 Penalty: 5053.914062
	Iteration 110Q: 3 clusters Score -2915377 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 21783 members 
Entering Unmasked Estep 
Score: -2915377.000000 Penalty: 5053.914062
	Iteration 111Q: 3 clusters Score -2915377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2915378.000000 Penalty: 5053.914062
	Iteration 112Q: 3 clusters Score -2915378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 21830 members 
Entering Unmasked Estep 
Score: -2915384.250000 Penalty: 5053.914062
	Iteration 113Q: 3 clusters Score -2915384 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 21853 members 
Entering Unmasked Estep 
Score: -2915382.500000 Penalty: 5053.914062
	Iteration 114Q: 3 clusters Score -2915382 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 21876 members 
Entering Unmasked Estep 
Score: -2915389.750000 Penalty: 5053.914062
	Iteration 115Q: 3 clusters Score -2915390 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -2915390.000000 Penalty: 5053.914062
	Iteration 116Q: 3 clusters Score -2915390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -2915390.000000 Penalty: 5053.914062
	Iteration 117Q: 3 clusters Score -2915390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2915399.750000 Penalty: 5053.914062
	Iteration 118Q: 3 clusters Score -2915400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -2915398.500000 Penalty: 5053.914062
	Iteration 119Q: 3 clusters Score -2915398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -2915401.250000 Penalty: 5053.914062
	Iteration 120F: 3 clusters Score -2915401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -2915408.500000 Penalty: 5053.914062
	Iteration 121Q: 3 clusters Score -2915408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 21976 members 
Entering Unmasked Estep 
Score: -2915406.750000 Penalty: 5053.914062
	Iteration 122Q: 3 clusters Score -2915407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -2915412.250000 Penalty: 5053.914062
	Iteration 123Q: 3 clusters Score -2915412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -2915411.250000 Penalty: 5053.914062
	Iteration 124Q: 3 clusters Score -2915411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -2915416.250000 Penalty: 5053.914062
	Iteration 125Q: 3 clusters Score -2915416 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2915410.750000 Penalty: 5053.914062
	Iteration 126Q: 3 clusters Score -2915411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -2915412.500000 Penalty: 5053.914062
	Iteration 127Q: 3 clusters Score -2915412 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4553 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -2915411.250000 Penalty: 5053.914062
	Iteration 128Q: 3 clusters Score -2915411 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2915415.000000 Penalty: 5053.914062
	Iteration 129Q: 3 clusters Score -2915415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -2915413.750000 Penalty: 5053.914062
	Iteration 130Q: 3 clusters Score -2915414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -2915416.000000 Penalty: 5053.914062
	Iteration 131Q: 3 clusters Score -2915416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -2915418.500000 Penalty: 5053.914062
	Iteration 132Q: 3 clusters Score -2915418 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2915416.250000 Penalty: 5053.914062
	Iteration 133Q: 3 clusters Score -2915416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -2915422.250000 Penalty: 5053.914062
	Iteration 134Q: 3 clusters Score -2915422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2915421.750000 Penalty: 5053.914062
	Iteration 135Q: 3 clusters Score -2915422 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
Score: -2915422.000000 Penalty: 5053.914062
	Iteration 136Q: 3 clusters Score -2915422 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 22201 members 
Entering Unmasked Estep 
Score: -2915417.000000 Penalty: 5053.914062
	Iteration 137Q: 3 clusters Score -2915417 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2915420.000000 Penalty: 5053.914062
	Iteration 138Q: 3 clusters Score -2915420 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2915432.500000 Penalty: 5053.914062
	Iteration 139Q: 3 clusters Score -2915432 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -2915435.250000 Penalty: 5053.914062
	Iteration 140F: 3 clusters Score -2915435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -2915438.750000 Penalty: 5053.914062
	Iteration 141Q: 3 clusters Score -2915439 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2915434.500000 Penalty: 5053.914062
	Iteration 142Q: 3 clusters Score -2915434 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -2915442.250000 Penalty: 5053.914062
	Iteration 143Q: 3 clusters Score -2915442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 22325 members 
Entering Unmasked Estep 
Score: -2915439.750000 Penalty: 5053.914062
	Iteration 144Q: 3 clusters Score -2915440 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 22336 members 
Entering Unmasked Estep 
Score: -2915445.000000 Penalty: 5053.914062
	Iteration 145Q: 3 clusters Score -2915445 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -2915449.250000 Penalty: 5053.914062
	Iteration 146Q: 3 clusters Score -2915449 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -2915450.250000 Penalty: 5053.914062
	Iteration 147Q: 3 clusters Score -2915450 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -2915448.750000 Penalty: 5053.914062
	Iteration 148Q: 3 clusters Score -2915449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -2915455.250000 Penalty: 5053.914062
	Iteration 149Q: 3 clusters Score -2915455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -2915457.750000 Penalty: 5053.914062
	Iteration 150Q: 3 clusters Score -2915458 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 22399 members 
Entering Unmasked Estep 
Score: -2915452.500000 Penalty: 5053.914062
	Iteration 151Q: 3 clusters Score -2915452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -2915456.000000 Penalty: 5053.914062
	Iteration 152Q: 3 clusters Score -2915456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2915454.250000 Penalty: 5053.914062
	Iteration 153Q: 3 clusters Score -2915454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2915450.250000 Penalty: 5053.914062
	Iteration 154Q: 3 clusters Score -2915450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2915454.250000 Penalty: 5053.914062
	Iteration 155Q: 3 clusters Score -2915454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2915454.000000 Penalty: 5053.914062
	Iteration 156Q: 3 clusters Score -2915454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -2915454.000000 Penalty: 5053.914062
	Iteration 157F: 3 clusters Score -2915454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12751 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Entering Unmasked Estep 
Score: -1526149.250000 Penalty: 2344.434570
	Iteration 0F: 2 clusters Score -1526149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1516745.000000 Penalty: 4688.869141
	Iteration 0F: 3 clusters Score -1516745 nChanged 5363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6204 members 
Entering Unmasked Estep 
Score: -1519697.625000 Penalty: 4688.869141
	Iteration 1F: 3 clusters Score -1519698 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1520064.750000 Penalty: 4688.869141
	Iteration 2F: 3 clusters Score -1520065 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1520350.625000 Penalty: 4688.869141
	Iteration 3Q: 3 clusters Score -1520351 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -1520633.875000 Penalty: 4688.869141
	Iteration 4Q: 3 clusters Score -1520634 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -1520902.500000 Penalty: 4688.869141
	Iteration 5Q: 3 clusters Score -1520902 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1521156.250000 Penalty: 4688.869141
	Iteration 6Q: 3 clusters Score -1521156 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -1521398.250000 Penalty: 4688.869141
	Iteration 7Q: 3 clusters Score -1521398 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1521625.125000 Penalty: 4688.869141
	Iteration 8Q: 3 clusters Score -1521625 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -1521841.125000 Penalty: 4688.869141
	Iteration 9Q: 3 clusters Score -1521841 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -1522071.375000 Penalty: 4688.869141
	Iteration 10Q: 3 clusters Score -1522071 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8458 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -1522300.250000 Penalty: 4688.869141
	Iteration 11Q: 3 clusters Score -1522300 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -1522524.250000 Penalty: 4688.869141
	Iteration 12Q: 3 clusters Score -1522524 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -1522724.625000 Penalty: 4688.869141
	Iteration 13Q: 3 clusters Score -1522725 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1522948.625000 Penalty: 4688.869141
	Iteration 14Q: 3 clusters Score -1522949 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9311 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1523153.875000 Penalty: 4688.869141
	Iteration 15Q: 3 clusters Score -1523154 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1523337.625000 Penalty: 4688.869141
	Iteration 16Q: 3 clusters Score -1523338 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -1523506.500000 Penalty: 4688.869141
	Iteration 17Q: 3 clusters Score -1523506 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1523645.750000 Penalty: 4688.869141
	Iteration 18Q: 3 clusters Score -1523646 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -1523738.500000 Penalty: 4688.869141
	Iteration 19Q: 3 clusters Score -1523738 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1523810.125000 Penalty: 4688.869141
	Iteration 20F: 3 clusters Score -1523810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1523860.375000 Penalty: 4688.869141
	Iteration 21Q: 3 clusters Score -1523860 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -1523902.375000 Penalty: 4688.869141
	Iteration 22Q: 3 clusters Score -1523902 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1523929.125000 Penalty: 4688.869141
	Iteration 23Q: 3 clusters Score -1523929 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -1523952.250000 Penalty: 4688.869141
	Iteration 24Q: 3 clusters Score -1523952 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -1523979.875000 Penalty: 4688.869141
	Iteration 25Q: 3 clusters Score -1523980 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1524002.250000 Penalty: 4688.869141
	Iteration 26Q: 3 clusters Score -1524002 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1524014.250000 Penalty: 4688.869141
	Iteration 27Q: 3 clusters Score -1524014 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1524027.750000 Penalty: 4688.869141
	Iteration 28Q: 3 clusters Score -1524028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1524038.250000 Penalty: 4688.869141
	Iteration 29Q: 3 clusters Score -1524038 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10534 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1524045.375000 Penalty: 4688.869141
	Iteration 30Q: 3 clusters Score -1524045 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1524052.125000 Penalty: 4688.869141
	Iteration 31Q: 3 clusters Score -1524052 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1524065.250000 Penalty: 4688.869141
	Iteration 32Q: 3 clusters Score -1524065 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1524064.750000 Penalty: 4688.869141
	Iteration 33Q: 3 clusters Score -1524065 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1524066.000000 Penalty: 4688.869141
	Iteration 34Q: 3 clusters Score -1524066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10595 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1524068.125000 Penalty: 4688.869141
	Iteration 35Q: 3 clusters Score -1524068 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1524070.500000 Penalty: 4688.869141
	Iteration 36Q: 3 clusters Score -1524070 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1524073.875000 Penalty: 4688.869141
	Iteration 37Q: 3 clusters Score -1524074 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1524075.750000 Penalty: 4688.869141
	Iteration 38Q: 3 clusters Score -1524076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10626 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1524072.750000 Penalty: 4688.869141
	Iteration 39Q: 3 clusters Score -1524073 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1524076.625000 Penalty: 4688.869141
	Iteration 40F: 3 clusters Score -1524077 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10641 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1524084.250000 Penalty: 4688.869141
	Iteration 41Q: 3 clusters Score -1524084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1524092.625000 Penalty: 4688.869141
	Iteration 42Q: 3 clusters Score -1524093 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10659 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1524092.500000 Penalty: 4688.869141
	Iteration 43Q: 3 clusters Score -1524092 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -1524092.625000 Penalty: 4688.869141
	Iteration 44Q: 3 clusters Score -1524093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -1524093.000000 Penalty: 4688.869141
	Iteration 45Q: 3 clusters Score -1524093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1524096.875000 Penalty: 4688.869141
	Iteration 46Q: 3 clusters Score -1524097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -1524097.750000 Penalty: 4688.869141
	Iteration 47Q: 3 clusters Score -1524098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1524102.625000 Penalty: 4688.869141
	Iteration 48Q: 3 clusters Score -1524103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1524107.125000 Penalty: 4688.869141
	Iteration 49Q: 3 clusters Score -1524107 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1524105.750000 Penalty: 4688.869141
	Iteration 50Q: 3 clusters Score -1524106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1524109.000000 Penalty: 4688.869141
	Iteration 51Q: 3 clusters Score -1524109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -1524109.250000 Penalty: 4688.869141
	Iteration 52Q: 3 clusters Score -1524109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1524109.125000 Penalty: 4688.869141
	Iteration 53Q: 3 clusters Score -1524109 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10694 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1524108.125000 Penalty: 4688.869141
	Iteration 54Q: 3 clusters Score -1524108 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1524105.375000 Penalty: 4688.869141
	Iteration 55Q: 3 clusters Score -1524105 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -1524109.500000 Penalty: 4688.869141
	Iteration 56Q: 3 clusters Score -1524110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1524109.000000 Penalty: 4688.869141
	Iteration 57Q: 3 clusters Score -1524109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1524107.375000 Penalty: 4688.869141
	Iteration 58Q: 3 clusters Score -1524107 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1524107.375000 Penalty: 4688.869141
	Iteration 59F: 3 clusters Score -1524107 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -259283.625000 Penalty: 1938.171387
	Iteration 0F: 2 clusters Score -259283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -256345.750000 Penalty: 3876.342773
	Iteration 0F: 3 clusters Score -256345.8 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -256932.640625 Penalty: 3876.342773
	Iteration 1F: 3 clusters Score -256932.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -257153.437500 Penalty: 3876.342773
	Iteration 2F: 3 clusters Score -257153.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -257279.687500 Penalty: 3876.342773
	Iteration 3F: 3 clusters Score -257279.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -257365.890625 Penalty: 3876.342773
	Iteration 4Q: 3 clusters Score -257365.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -257419.187500 Penalty: 3876.342773
	Iteration 5Q: 3 clusters Score -257419.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -257460.250000 Penalty: 3876.342773
	Iteration 6Q: 3 clusters Score -257460.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -257496.250000 Penalty: 3876.342773
	Iteration 7Q: 3 clusters Score -257496.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -257526.109375 Penalty: 3876.342773
	Iteration 8Q: 3 clusters Score -257526.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -257552.984375 Penalty: 3876.342773
	Iteration 9Q: 3 clusters Score -257553 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -257578.984375 Penalty: 3876.342773
	Iteration 10Q: 3 clusters Score -257579 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -257600.093750 Penalty: 3876.342773
	Iteration 11Q: 3 clusters Score -257600.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -257613.609375 Penalty: 3876.342773
	Iteration 12Q: 3 clusters Score -257613.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -257622.093750 Penalty: 3876.342773
	Iteration 13Q: 3 clusters Score -257622.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -257629.156250 Penalty: 3876.342773
	Iteration 14Q: 3 clusters Score -257629.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -257633.000000 Penalty: 3876.342773
	Iteration 15Q: 3 clusters Score -257633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -257638.593750 Penalty: 3876.342773
	Iteration 16Q: 3 clusters Score -257638.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -257642.078125 Penalty: 3876.342773
	Iteration 17Q: 3 clusters Score -257642.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -257642.500000 Penalty: 3876.342773
	Iteration 18Q: 3 clusters Score -257642.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -257642.500000 Penalty: 3876.342773
	Iteration 19F: 3 clusters Score -257642.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Entering Unmasked Estep 
Score: -1086707.000000 Penalty: 2331.581543
	Iteration 0F: 2 clusters Score -1086707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -1077685.875000 Penalty: 4663.163086
	Iteration 0F: 3 clusters Score -1077686 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6352 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1080726.875000 Penalty: 4663.163086
	Iteration 1F: 3 clusters Score -1080727 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6484 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -1081421.125000 Penalty: 4663.163086
	Iteration 2F: 3 clusters Score -1081421 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6599 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1082143.500000 Penalty: 4663.163086
	Iteration 3F: 3 clusters Score -1082144 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1082933.250000 Penalty: 4663.163086
	Iteration 4F: 3 clusters Score -1082933 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 5529 members 
Entering Unmasked Estep 
Score: -1083700.875000 Penalty: 4663.163086
	Iteration 5F: 3 clusters Score -1083701 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1084359.625000 Penalty: 4663.163086
	Iteration 6F: 3 clusters Score -1084360 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -1084845.750000 Penalty: 4663.163086
	Iteration 7F: 3 clusters Score -1084846 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1085144.625000 Penalty: 4663.163086
	Iteration 8Q: 3 clusters Score -1085145 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1085330.125000 Penalty: 4663.163086
	Iteration 9Q: 3 clusters Score -1085330 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1085442.625000 Penalty: 4663.163086
	Iteration 10Q: 3 clusters Score -1085443 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -1085504.000000 Penalty: 4663.163086
	Iteration 11Q: 3 clusters Score -1085504 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1085539.250000 Penalty: 4663.163086
	Iteration 12Q: 3 clusters Score -1085539 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1085562.250000 Penalty: 4663.163086
	Iteration 13Q: 3 clusters Score -1085562 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1085585.000000 Penalty: 4663.163086
	Iteration 14Q: 3 clusters Score -1085585 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -1085599.500000 Penalty: 4663.163086
	Iteration 15Q: 3 clusters Score -1085600 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1085615.500000 Penalty: 4663.163086
	Iteration 16Q: 3 clusters Score -1085616 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -1085622.625000 Penalty: 4663.163086
	Iteration 17Q: 3 clusters Score -1085623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7179 members 
Mstep: Class 2 contains 4928 members 
Entering Unmasked Estep 
Score: -1085630.875000 Penalty: 4663.163086
	Iteration 18Q: 3 clusters Score -1085631 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1085633.000000 Penalty: 4663.163086
	Iteration 19Q: 3 clusters Score -1085633 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1085641.125000 Penalty: 4663.163086
	Iteration 20F: 3 clusters Score -1085641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1085649.375000 Penalty: 4663.163086
	Iteration 21Q: 3 clusters Score -1085649 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7284 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1085654.750000 Penalty: 4663.163086
	Iteration 22Q: 3 clusters Score -1085655 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7299 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1085658.125000 Penalty: 4663.163086
	Iteration 23Q: 3 clusters Score -1085658 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1085662.375000 Penalty: 4663.163086
	Iteration 24Q: 3 clusters Score -1085662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1085668.875000 Penalty: 4663.163086
	Iteration 25Q: 3 clusters Score -1085669 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1085670.750000 Penalty: 4663.163086
	Iteration 26Q: 3 clusters Score -1085671 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -1085672.000000 Penalty: 4663.163086
	Iteration 27Q: 3 clusters Score -1085672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -1085674.375000 Penalty: 4663.163086
	Iteration 28Q: 3 clusters Score -1085674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 4716 members 
Entering Unmasked Estep 
Score: -1085676.125000 Penalty: 4663.163086
	Iteration 29Q: 3 clusters Score -1085676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1085677.875000 Penalty: 4663.163086
	Iteration 30Q: 3 clusters Score -1085678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -1085682.000000 Penalty: 4663.163086
	Iteration 31Q: 3 clusters Score -1085682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -1085685.250000 Penalty: 4663.163086
	Iteration 32Q: 3 clusters Score -1085685 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1085693.000000 Penalty: 4663.163086
	Iteration 33Q: 3 clusters Score -1085693 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -1085695.250000 Penalty: 4663.163086
	Iteration 34Q: 3 clusters Score -1085695 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1085706.000000 Penalty: 4663.163086
	Iteration 35Q: 3 clusters Score -1085706 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -1085713.625000 Penalty: 4663.163086
	Iteration 36Q: 3 clusters Score -1085714 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1085720.875000 Penalty: 4663.163086
	Iteration 37Q: 3 clusters Score -1085721 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1085728.875000 Penalty: 4663.163086
	Iteration 38Q: 3 clusters Score -1085729 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -1085732.875000 Penalty: 4663.163086
	Iteration 39Q: 3 clusters Score -1085733 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -1085740.875000 Penalty: 4663.163086
	Iteration 40F: 3 clusters Score -1085741 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -1085741.000000 Penalty: 4663.163086
	Iteration 41Q: 3 clusters Score -1085741 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1085746.750000 Penalty: 4663.163086
	Iteration 42Q: 3 clusters Score -1085747 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7754 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1085751.500000 Penalty: 4663.163086
	Iteration 43Q: 3 clusters Score -1085752 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -1085753.375000 Penalty: 4663.163086
	Iteration 44Q: 3 clusters Score -1085753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -1085758.625000 Penalty: 4663.163086
	Iteration 45Q: 3 clusters Score -1085759 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1085762.000000 Penalty: 4663.163086
	Iteration 46Q: 3 clusters Score -1085762 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1085770.875000 Penalty: 4663.163086
	Iteration 47Q: 3 clusters Score -1085771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1085774.375000 Penalty: 4663.163086
	Iteration 48Q: 3 clusters Score -1085774 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1085775.750000 Penalty: 4663.163086
	Iteration 49Q: 3 clusters Score -1085776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -1085778.375000 Penalty: 4663.163086
	Iteration 50Q: 3 clusters Score -1085778 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7922 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -1085780.625000 Penalty: 4663.163086
	Iteration 51Q: 3 clusters Score -1085781 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1085785.000000 Penalty: 4663.163086
	Iteration 52Q: 3 clusters Score -1085785 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1085785.750000 Penalty: 4663.163086
	Iteration 53Q: 3 clusters Score -1085786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7957 members 
Mstep: Class 2 contains 4150 members 
Entering Unmasked Estep 
Score: -1085789.125000 Penalty: 4663.163086
	Iteration 54Q: 3 clusters Score -1085789 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -1085791.875000 Penalty: 4663.163086
	Iteration 55Q: 3 clusters Score -1085792 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1085794.250000 Penalty: 4663.163086
	Iteration 56Q: 3 clusters Score -1085794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8005 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -1085798.125000 Penalty: 4663.163086
	Iteration 57Q: 3 clusters Score -1085798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1085800.375000 Penalty: 4663.163086
	Iteration 58Q: 3 clusters Score -1085800 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1085802.500000 Penalty: 4663.163086
	Iteration 59Q: 3 clusters Score -1085802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1085803.500000 Penalty: 4663.163086
	Iteration 60F: 3 clusters Score -1085804 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8064 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1085807.375000 Penalty: 4663.163086
	Iteration 61Q: 3 clusters Score -1085807 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1085811.500000 Penalty: 4663.163086
	Iteration 62Q: 3 clusters Score -1085812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1085812.500000 Penalty: 4663.163086
	Iteration 63Q: 3 clusters Score -1085812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1085812.875000 Penalty: 4663.163086
	Iteration 64Q: 3 clusters Score -1085813 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8104 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1085814.500000 Penalty: 4663.163086
	Iteration 65Q: 3 clusters Score -1085814 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 3998 members 
Entering Unmasked Estep 
Score: -1085813.875000 Penalty: 4663.163086
	Iteration 66Q: 3 clusters Score -1085814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 3991 members 
Entering Unmasked Estep 
Score: -1085817.625000 Penalty: 4663.163086
	Iteration 67Q: 3 clusters Score -1085818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 3984 members 
Entering Unmasked Estep 
Score: -1085817.000000 Penalty: 4663.163086
	Iteration 68Q: 3 clusters Score -1085817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -1085817.875000 Penalty: 4663.163086
	Iteration 69Q: 3 clusters Score -1085818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1085818.125000 Penalty: 4663.163086
	Iteration 70Q: 3 clusters Score -1085818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1085819.125000 Penalty: 4663.163086
	Iteration 71Q: 3 clusters Score -1085819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1085821.750000 Penalty: 4663.163086
	Iteration 72Q: 3 clusters Score -1085822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1085821.000000 Penalty: 4663.163086
	Iteration 73Q: 3 clusters Score -1085821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1085822.750000 Penalty: 4663.163086
	Iteration 74Q: 3 clusters Score -1085823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -1085822.125000 Penalty: 4663.163086
	Iteration 75Q: 3 clusters Score -1085822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -1085823.375000 Penalty: 4663.163086
	Iteration 76Q: 3 clusters Score -1085823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1085826.875000 Penalty: 4663.163086
	Iteration 77Q: 3 clusters Score -1085827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1085826.750000 Penalty: 4663.163086
	Iteration 78Q: 3 clusters Score -1085827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1085826.500000 Penalty: 4663.163086
	Iteration 79Q: 3 clusters Score -1085826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1085826.875000 Penalty: 4663.163086
	Iteration 80F: 3 clusters Score -1085827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Entering Unmasked Estep 
Score: -1155608.250000 Penalty: 2292.839600
	Iteration 0F: 2 clusters Score -1155608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1147683.500000 Penalty: 4585.679199
	Iteration 0F: 3 clusters Score -1147684 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1150099.750000 Penalty: 4585.679199
	Iteration 1F: 3 clusters Score -1150100 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -1150419.250000 Penalty: 4585.679199
	Iteration 2F: 3 clusters Score -1150419 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1150650.250000 Penalty: 4585.679199
	Iteration 3Q: 3 clusters Score -1150650 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 5228 members 
Entering Unmasked Estep 
Score: -1150836.500000 Penalty: 4585.679199
	Iteration 4Q: 3 clusters Score -1150836 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1151000.375000 Penalty: 4585.679199
	Iteration 5Q: 3 clusters Score -1151000 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1151166.875000 Penalty: 4585.679199
	Iteration 6Q: 3 clusters Score -1151167 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1151362.000000 Penalty: 4585.679199
	Iteration 7Q: 3 clusters Score -1151362 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1151574.750000 Penalty: 4585.679199
	Iteration 8Q: 3 clusters Score -1151575 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1151788.125000 Penalty: 4585.679199
	Iteration 9Q: 3 clusters Score -1151788 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5042 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1151971.500000 Penalty: 4585.679199
	Iteration 10Q: 3 clusters Score -1151972 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1152121.125000 Penalty: 4585.679199
	Iteration 11Q: 3 clusters Score -1152121 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1152280.625000 Penalty: 4585.679199
	Iteration 12Q: 3 clusters Score -1152281 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1152412.000000 Penalty: 4585.679199
	Iteration 13Q: 3 clusters Score -1152412 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1152512.375000 Penalty: 4585.679199
	Iteration 14Q: 3 clusters Score -1152512 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5595 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1152617.750000 Penalty: 4585.679199
	Iteration 15Q: 3 clusters Score -1152618 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1152708.875000 Penalty: 4585.679199
	Iteration 16Q: 3 clusters Score -1152709 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1152807.750000 Penalty: 4585.679199
	Iteration 17Q: 3 clusters Score -1152808 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1152897.375000 Penalty: 4585.679199
	Iteration 18Q: 3 clusters Score -1152897 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6282 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -1152986.375000 Penalty: 4585.679199
	Iteration 19Q: 3 clusters Score -1152986 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1153084.000000 Penalty: 4585.679199
	Iteration 20F: 3 clusters Score -1153084 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -1153173.000000 Penalty: 4585.679199
	Iteration 21Q: 3 clusters Score -1153173 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -1153263.625000 Penalty: 4585.679199
	Iteration 22Q: 3 clusters Score -1153264 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1153339.625000 Penalty: 4585.679199
	Iteration 23Q: 3 clusters Score -1153340 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -1153417.000000 Penalty: 4585.679199
	Iteration 24Q: 3 clusters Score -1153417 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -1153493.125000 Penalty: 4585.679199
	Iteration 25Q: 3 clusters Score -1153493 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1153580.000000 Penalty: 4585.679199
	Iteration 26Q: 3 clusters Score -1153580 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1153685.625000 Penalty: 4585.679199
	Iteration 27Q: 3 clusters Score -1153686 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1153765.250000 Penalty: 4585.679199
	Iteration 28Q: 3 clusters Score -1153765 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1153836.500000 Penalty: 4585.679199
	Iteration 29Q: 3 clusters Score -1153836 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -1153884.125000 Penalty: 4585.679199
	Iteration 30Q: 3 clusters Score -1153884 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1153926.500000 Penalty: 4585.679199
	Iteration 31Q: 3 clusters Score -1153926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1153952.125000 Penalty: 4585.679199
	Iteration 32Q: 3 clusters Score -1153952 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8366 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1153976.500000 Penalty: 4585.679199
	Iteration 33Q: 3 clusters Score -1153976 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1154007.875000 Penalty: 4585.679199
	Iteration 34Q: 3 clusters Score -1154008 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1154032.750000 Penalty: 4585.679199
	Iteration 35Q: 3 clusters Score -1154033 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1154051.250000 Penalty: 4585.679199
	Iteration 36Q: 3 clusters Score -1154051 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1154066.375000 Penalty: 4585.679199
	Iteration 37Q: 3 clusters Score -1154066 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1154078.000000 Penalty: 4585.679199
	Iteration 38Q: 3 clusters Score -1154078 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8639 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1154092.125000 Penalty: 4585.679199
	Iteration 39Q: 3 clusters Score -1154092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1154100.125000 Penalty: 4585.679199
	Iteration 40F: 3 clusters Score -1154100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1154099.750000 Penalty: 4585.679199
	Iteration 41Q: 3 clusters Score -1154100 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1154107.125000 Penalty: 4585.679199
	Iteration 42Q: 3 clusters Score -1154107 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -1154111.500000 Penalty: 4585.679199
	Iteration 43Q: 3 clusters Score -1154112 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1154119.625000 Penalty: 4585.679199
	Iteration 44Q: 3 clusters Score -1154120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1154124.500000 Penalty: 4585.679199
	Iteration 45Q: 3 clusters Score -1154124 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8748 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1154126.750000 Penalty: 4585.679199
	Iteration 46Q: 3 clusters Score -1154127 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1154136.000000 Penalty: 4585.679199
	Iteration 47Q: 3 clusters Score -1154136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1154136.375000 Penalty: 4585.679199
	Iteration 48Q: 3 clusters Score -1154136 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1154141.500000 Penalty: 4585.679199
	Iteration 49Q: 3 clusters Score -1154142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -1154144.000000 Penalty: 4585.679199
	Iteration 50Q: 3 clusters Score -1154144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1154147.500000 Penalty: 4585.679199
	Iteration 51Q: 3 clusters Score -1154148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1154152.250000 Penalty: 4585.679199
	Iteration 52Q: 3 clusters Score -1154152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1154155.125000 Penalty: 4585.679199
	Iteration 53Q: 3 clusters Score -1154155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -1154156.250000 Penalty: 4585.679199
	Iteration 54Q: 3 clusters Score -1154156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8815 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1154155.375000 Penalty: 4585.679199
	Iteration 55Q: 3 clusters Score -1154155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1154156.000000 Penalty: 4585.679199
	Iteration 56Q: 3 clusters Score -1154156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -1154155.250000 Penalty: 4585.679199
	Iteration 57Q: 3 clusters Score -1154155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1154154.500000 Penalty: 4585.679199
	Iteration 58Q: 3 clusters Score -1154154 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8822 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1154156.125000 Penalty: 4585.679199
	Iteration 59Q: 3 clusters Score -1154156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1154155.000000 Penalty: 4585.679199
	Iteration 60F: 3 clusters Score -1154155 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (215303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215303 members 
Entering Unmasked Estep 
Score: -25341852.000000 Penalty: 3045.390625
	Iteration 0F: 2 clusters Score -2.534185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107811 members 
Mstep: Class 2 contains 107492 members 
Entering Unmasked Estep 
Score: -25203350.000000 Penalty: 6090.781250
	Iteration 0F: 3 clusters Score -2.520335e+07 nChanged 103344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110427 members 
Mstep: Class 2 contains 104876 members 
Entering Unmasked Estep 
Score: -25263204.000000 Penalty: 6090.781250
	Iteration 1F: 3 clusters Score -2.52632e+07 nChanged 5831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112292 members 
Mstep: Class 2 contains 103011 members 
Entering Unmasked Estep 
Score: -25264320.000000 Penalty: 6090.781250
	Iteration 2Q: 3 clusters Score -2.526432e+07 nChanged 5843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115285 members 
Mstep: Class 2 contains 100018 members 
Entering Unmasked Estep 
Score: -25265566.000000 Penalty: 6090.781250
	Iteration 3Q: 3 clusters Score -2.526557e+07 nChanged 6654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119871 members 
Mstep: Class 2 contains 95432 members 
Entering Unmasked Estep 
Score: -25267556.000000 Penalty: 6090.781250
	Iteration 4Q: 3 clusters Score -2.526756e+07 nChanged 8243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126802 members 
Mstep: Class 2 contains 88501 members 
Entering Unmasked Estep 
Score: -25271060.000000 Penalty: 6090.781250
	Iteration 5Q: 3 clusters Score -2.527106e+07 nChanged 11074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137110 members 
Mstep: Class 2 contains 78193 members 
Entering Unmasked Estep 
Score: -25277120.000000 Penalty: 6090.781250
	Iteration 6F: 3 clusters Score -2.527712e+07 nChanged 14630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151460 members 
Mstep: Class 2 contains 63843 members 
Entering Unmasked Estep 
Score: -25287400.000000 Penalty: 6090.781250
	Iteration 7F: 3 clusters Score -2.52874e+07 nChanged 17469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168831 members 
Mstep: Class 2 contains 46472 members 
Entering Unmasked Estep 
Score: -25301782.000000 Penalty: 6090.781250
	Iteration 8F: 3 clusters Score -2.530178e+07 nChanged 17498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186281 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -25316198.000000 Penalty: 6090.781250
	Iteration 9F: 3 clusters Score -2.53162e+07 nChanged 13180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199429 members 
Mstep: Class 2 contains 15874 members 
Entering Unmasked Estep 
Score: -25327022.000000 Penalty: 6090.781250
	Iteration 10F: 3 clusters Score -2.532702e+07 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206995 members 
Mstep: Class 2 contains 8308 members 
Entering Unmasked Estep 
Score: -25333042.000000 Penalty: 6090.781250
	Iteration 11Q: 3 clusters Score -2.533304e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210822 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -25336044.000000 Penalty: 6090.781250
	Iteration 12Q: 3 clusters Score -2.533604e+07 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212622 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -25337446.000000 Penalty: 6090.781250
	Iteration 13Q: 3 clusters Score -2.533745e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213474 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -25338244.000000 Penalty: 6090.781250
	Iteration 14Q: 3 clusters Score -2.533824e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213925 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -25338578.000000 Penalty: 6090.781250
	Iteration 15Q: 3 clusters Score -2.533858e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214170 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -25338742.000000 Penalty: 6090.781250
	Iteration 16Q: 3 clusters Score -2.533874e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214331 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -25338886.000000 Penalty: 6090.781250
	Iteration 17Q: 3 clusters Score -2.533889e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214428 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -25338982.000000 Penalty: 6090.781250
	Iteration 18Q: 3 clusters Score -2.533898e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214487 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -25339010.000000 Penalty: 6090.781250
	Iteration 19Q: 3 clusters Score -2.533901e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214541 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -25339040.000000 Penalty: 6090.781250
	Iteration 20F: 3 clusters Score -2.533904e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214575 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -25339050.000000 Penalty: 6090.781250
	Iteration 21Q: 3 clusters Score -2.533905e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214593 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -25339082.000000 Penalty: 6090.781250
	Iteration 22Q: 3 clusters Score -2.533908e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214605 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -25339096.000000 Penalty: 6090.781250
	Iteration 23Q: 3 clusters Score -2.53391e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214613 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -25339082.000000 Penalty: 6090.781250
	Iteration 24Q: 3 clusters Score -2.533908e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214629 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -25339104.000000 Penalty: 6090.781250
	Iteration 25Q: 3 clusters Score -2.53391e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214639 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -25339122.000000 Penalty: 6090.781250
	Iteration 26Q: 3 clusters Score -2.533912e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214643 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -25339116.000000 Penalty: 6090.781250
	Iteration 27Q: 3 clusters Score -2.533912e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214656 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -25339150.000000 Penalty: 6090.781250
	Iteration 28Q: 3 clusters Score -2.533915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214661 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -25339178.000000 Penalty: 6090.781250
	Iteration 29Q: 3 clusters Score -2.533918e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214666 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -25339158.000000 Penalty: 6090.781250
	Iteration 30Q: 3 clusters Score -2.533916e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214669 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -25339162.000000 Penalty: 6090.781250
	Iteration 31Q: 3 clusters Score -2.533916e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214673 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -25339178.000000 Penalty: 6090.781250
	Iteration 32Q: 3 clusters Score -2.533918e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214676 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -25339182.000000 Penalty: 6090.781250
	Iteration 33Q: 3 clusters Score -2.533918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214678 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -25339192.000000 Penalty: 6090.781250
	Iteration 34Q: 3 clusters Score -2.533919e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214677 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -25339200.000000 Penalty: 6090.781250
	Iteration 35Q: 3 clusters Score -2.53392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214677 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -25339200.000000 Penalty: 6090.781250
	Iteration 36F: 3 clusters Score -2.53392e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -198838.687500 Penalty: 1946.341919
	Iteration 0F: 2 clusters Score -198838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -195929.187500 Penalty: 3892.683838
	Iteration 0F: 3 clusters Score -195929.2 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -196631.828125 Penalty: 3892.683838
	Iteration 1F: 3 clusters Score -196631.8 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -197077.046875 Penalty: 3892.683838
	Iteration 2F: 3 clusters Score -197077 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -197661.906250 Penalty: 3892.683838
	Iteration 3F: 3 clusters Score -197661.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -198276.812500 Penalty: 3892.683838
	Iteration 4F: 3 clusters Score -198276.8 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -198723.703125 Penalty: 3892.683838
	Iteration 5F: 3 clusters Score -198723.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -198975.468750 Penalty: 3892.683838
	Iteration 6F: 3 clusters Score -198975.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -199086.531250 Penalty: 3892.683838
	Iteration 7Q: 3 clusters Score -199086.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -199142.781250 Penalty: 3892.683838
	Iteration 8Q: 3 clusters Score -199142.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -199174.906250 Penalty: 3892.683838
	Iteration 9Q: 3 clusters Score -199174.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -199200.234375 Penalty: 3892.683838
	Iteration 10Q: 3 clusters Score -199200.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -199217.953125 Penalty: 3892.683838
	Iteration 11Q: 3 clusters Score -199218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -199236.953125 Penalty: 3892.683838
	Iteration 12Q: 3 clusters Score -199237 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -199249.500000 Penalty: 3892.683838
	Iteration 13Q: 3 clusters Score -199249.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -199256.359375 Penalty: 3892.683838
	Iteration 14Q: 3 clusters Score -199256.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -199266.109375 Penalty: 3892.683838
	Iteration 15Q: 3 clusters Score -199266.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -199271.062500 Penalty: 3892.683838
	Iteration 16Q: 3 clusters Score -199271.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -199272.671875 Penalty: 3892.683838
	Iteration 17Q: 3 clusters Score -199272.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -199274.375000 Penalty: 3892.683838
	Iteration 18Q: 3 clusters Score -199274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -199274.687500 Penalty: 3892.683838
	Iteration 19Q: 3 clusters Score -199274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -199274.687500 Penalty: 3892.683838
	Iteration 20F: 3 clusters Score -199274.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173581 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 274981 members 
Mstep: Class 9 contains 81418 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 19784 members 
Mstep: Class 13 contains 157032 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 131839 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178763 members 
Mstep: Class 19 contains 26618 members 
Mstep: Class 20 contains 12751 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215303 members 
Mstep: Class 25 contains 1323 members 
Mstep: Class 26 contains 22739 members 
Mstep: Class 27 contains 1238 members 
Entering Unmasked Estep 
Score: -161462144.000000 Penalty: 94850.351562
Splitting cluster 25 changes total score from -161462592.000000 to -161462144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (22739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Entering Unmasked Estep 
Score: -2679852.750000 Penalty: 2487.895508
	Iteration 0F: 2 clusters Score -2679853 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11353 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2664020.000000 Penalty: 4975.791016
	Iteration 0F: 3 clusters Score -2664020 nChanged 10077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10982 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -2669438.500000 Penalty: 4975.791016
	Iteration 1F: 3 clusters Score -2669438 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10742 members 
Mstep: Class 2 contains 11997 members 
Entering Unmasked Estep 
Score: -2669882.250000 Penalty: 4975.791016
	Iteration 2F: 3 clusters Score -2669882 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -2670260.500000 Penalty: 4975.791016
	Iteration 3Q: 3 clusters Score -2670260 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -2670588.000000 Penalty: 4975.791016
	Iteration 4Q: 3 clusters Score -2670588 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -2670903.500000 Penalty: 4975.791016
	Iteration 5Q: 3 clusters Score -2670904 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -2671289.000000 Penalty: 4975.791016
	Iteration 6Q: 3 clusters Score -2671289 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8116 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -2671802.750000 Penalty: 4975.791016
	Iteration 7Q: 3 clusters Score -2671803 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -2672498.500000 Penalty: 4975.791016
	Iteration 8F: 3 clusters Score -2672498 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 16573 members 
Entering Unmasked Estep 
Score: -2673432.250000 Penalty: 4975.791016
	Iteration 9F: 3 clusters Score -2673432 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -2674466.750000 Penalty: 4975.791016
	Iteration 10F: 3 clusters Score -2674467 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2675672.250000 Penalty: 4975.791016
	Iteration 11Q: 3 clusters Score -2675672 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2676747.500000 Penalty: 4975.791016
	Iteration 12Q: 3 clusters Score -2676748 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -2677364.000000 Penalty: 4975.791016
	Iteration 13Q: 3 clusters Score -2677364 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -2677606.250000 Penalty: 4975.791016
	Iteration 14Q: 3 clusters Score -2677606 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2677698.250000 Penalty: 4975.791016
	Iteration 15Q: 3 clusters Score -2677698 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 18812 members 
Entering Unmasked Estep 
Score: -2677739.250000 Penalty: 4975.791016
	Iteration 16Q: 3 clusters Score -2677739 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -2677767.500000 Penalty: 4975.791016
	Iteration 17Q: 3 clusters Score -2677768 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -2677774.000000 Penalty: 4975.791016
	Iteration 18Q: 3 clusters Score -2677774 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 18865 members 
Entering Unmasked Estep 
Score: -2677791.750000 Penalty: 4975.791016
	Iteration 19Q: 3 clusters Score -2677792 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2677808.000000 Penalty: 4975.791016
	Iteration 20F: 3 clusters Score -2677808 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 18903 members 
Entering Unmasked Estep 
Score: -2677811.000000 Penalty: 4975.791016
	Iteration 21Q: 3 clusters Score -2677811 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -2677818.250000 Penalty: 4975.791016
	Iteration 22Q: 3 clusters Score -2677818 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3818 members 
Mstep: Class 2 contains 18921 members 
Entering Unmasked Estep 
Score: -2677821.250000 Penalty: 4975.791016
	Iteration 23Q: 3 clusters Score -2677821 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -2677818.750000 Penalty: 4975.791016
	Iteration 24Q: 3 clusters Score -2677819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2677817.500000 Penalty: 4975.791016
	Iteration 25Q: 3 clusters Score -2677818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -2677815.750000 Penalty: 4975.791016
	Iteration 26Q: 3 clusters Score -2677816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2677820.750000 Penalty: 4975.791016
	Iteration 27Q: 3 clusters Score -2677821 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2677815.500000 Penalty: 4975.791016
	Iteration 28Q: 3 clusters Score -2677816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2677813.000000 Penalty: 4975.791016
	Iteration 29Q: 3 clusters Score -2677813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -2677818.250000 Penalty: 4975.791016
	Iteration 30Q: 3 clusters Score -2677818 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -2677817.000000 Penalty: 4975.791016
	Iteration 31Q: 3 clusters Score -2677817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2677815.250000 Penalty: 4975.791016
	Iteration 32Q: 3 clusters Score -2677815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2677815.000000 Penalty: 4975.791016
	Iteration 33Q: 3 clusters Score -2677815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2677815.000000 Penalty: 4975.791016
	Iteration 34F: 3 clusters Score -2677815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173581 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 274981 members 
Mstep: Class 9 contains 81418 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 19784 members 
Mstep: Class 13 contains 157032 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 131839 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178763 members 
Mstep: Class 19 contains 26618 members 
Mstep: Class 20 contains 12751 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215303 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462640.000000 Penalty: 91337.375000
Iteration 399Q: 27 clusters Score -1.614626e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173584 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275020 members 
Mstep: Class 9 contains 81404 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 19786 members 
Mstep: Class 13 contains 157052 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 131727 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178789 members 
Mstep: Class 19 contains 26620 members 
Mstep: Class 20 contains 12747 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215324 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462608.000000 Penalty: 91337.375000
Iteration 400F: 27 clusters Score -1.614626e+08 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173596 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275052 members 
Mstep: Class 9 contains 81389 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 19788 members 
Mstep: Class 13 contains 157075 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19725 members 
Mstep: Class 16 contains 131623 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178809 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 12745 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215338 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462752.000000 Penalty: 91337.375000
Iteration 401Q: 27 clusters Score -1.614628e+08 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173605 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275079 members 
Mstep: Class 9 contains 81374 members 
Mstep: Class 10 contains 11280 members 
Mstep: Class 11 contains 8508 members 
Mstep: Class 12 contains 19789 members 
Mstep: Class 13 contains 157104 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 131532 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178824 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 12744 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215346 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462800.000000 Penalty: 91337.375000
Iteration 402Q: 27 clusters Score -1.614628e+08 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173602 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275115 members 
Mstep: Class 9 contains 81363 members 
Mstep: Class 10 contains 11279 members 
Mstep: Class 11 contains 8507 members 
Mstep: Class 12 contains 19790 members 
Mstep: Class 13 contains 157112 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 131479 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178821 members 
Mstep: Class 19 contains 26626 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215357 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462784.000000 Penalty: 91337.375000
Iteration 403Q: 27 clusters Score -1.614628e+08 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173613 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275158 members 
Mstep: Class 9 contains 81357 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8506 members 
Mstep: Class 12 contains 19790 members 
Mstep: Class 13 contains 157123 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 131418 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178817 members 
Mstep: Class 19 contains 26627 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215359 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462800.000000 Penalty: 91337.375000
Iteration 404Q: 27 clusters Score -1.614628e+08 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173613 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275200 members 
Mstep: Class 9 contains 81351 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8506 members 
Mstep: Class 12 contains 19790 members 
Mstep: Class 13 contains 157124 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 131366 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178826 members 
Mstep: Class 19 contains 26625 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215364 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462800.000000 Penalty: 91337.375000
Iteration 405Q: 27 clusters Score -1.614628e+08 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173619 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275240 members 
Mstep: Class 9 contains 81344 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8506 members 
Mstep: Class 12 contains 19792 members 
Mstep: Class 13 contains 157117 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 131316 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178831 members 
Mstep: Class 19 contains 26626 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215366 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462800.000000 Penalty: 91337.375000
Iteration 406Q: 27 clusters Score -1.614628e+08 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173631 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275293 members 
Mstep: Class 9 contains 81333 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8506 members 
Mstep: Class 12 contains 19793 members 
Mstep: Class 13 contains 157119 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 131268 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178824 members 
Mstep: Class 19 contains 26625 members 
Mstep: Class 20 contains 12746 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215357 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462848.000000 Penalty: 91337.375000
Iteration 407Q: 27 clusters Score -1.614628e+08 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173638 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275336 members 
Mstep: Class 9 contains 81323 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8506 members 
Mstep: Class 12 contains 19795 members 
Mstep: Class 13 contains 157105 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 131217 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178840 members 
Mstep: Class 19 contains 26625 members 
Mstep: Class 20 contains 12747 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215356 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22836 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462736.000000 Penalty: 91337.375000
Iteration 408Q: 27 clusters Score -1.614627e+08 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173646 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275389 members 
Mstep: Class 9 contains 81307 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8506 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 157104 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 131177 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178842 members 
Mstep: Class 19 contains 26625 members 
Mstep: Class 20 contains 12746 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215347 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462784.000000 Penalty: 91337.375000
Iteration 409Q: 27 clusters Score -1.614628e+08 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173651 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275431 members 
Mstep: Class 9 contains 81295 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8506 members 
Mstep: Class 12 contains 19796 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 131137 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178853 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 12746 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215343 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22849 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462656.000000 Penalty: 91337.375000
Iteration 410Q: 27 clusters Score -1.614627e+08 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173662 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275465 members 
Mstep: Class 9 contains 81284 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8506 members 
Mstep: Class 12 contains 19796 members 
Mstep: Class 13 contains 157092 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 131100 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178859 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215343 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22854 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462656.000000 Penalty: 91337.375000
Iteration 411Q: 27 clusters Score -1.614627e+08 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173679 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275491 members 
Mstep: Class 9 contains 81281 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19796 members 
Mstep: Class 13 contains 157095 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 131051 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178874 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215336 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22855 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462592.000000 Penalty: 91337.375000
Iteration 412Q: 27 clusters Score -1.614626e+08 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173685 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275527 members 
Mstep: Class 9 contains 81276 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19796 members 
Mstep: Class 13 contains 157099 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 130999 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178879 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215341 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462528.000000 Penalty: 91337.375000
Iteration 413Q: 27 clusters Score -1.614625e+08 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173690 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275561 members 
Mstep: Class 9 contains 81273 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19796 members 
Mstep: Class 13 contains 157097 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 130950 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178880 members 
Mstep: Class 19 contains 26622 members 
Mstep: Class 20 contains 12741 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215348 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462512.000000 Penalty: 91337.375000
Iteration 414Q: 27 clusters Score -1.614625e+08 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173703 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275586 members 
Mstep: Class 9 contains 81268 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19796 members 
Mstep: Class 13 contains 157102 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 130905 members 
Mstep: Class 17 contains 2088 members 
Mstep: Class 18 contains 178869 members 
Mstep: Class 19 contains 26623 members 
Mstep: Class 20 contains 12740 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215361 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462624.000000 Penalty: 91337.375000
Iteration 415Q: 27 clusters Score -1.614626e+08 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24369 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173710 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275609 members 
Mstep: Class 9 contains 81263 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19795 members 
Mstep: Class 13 contains 157112 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 130856 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178867 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 12739 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 215372 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462704.000000 Penalty: 91337.375000
Iteration 416Q: 27 clusters Score -1.614627e+08 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173713 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275643 members 
Mstep: Class 9 contains 81259 members 
Mstep: Class 10 contains 11276 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19795 members 
Mstep: Class 13 contains 157113 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19721 members 
Mstep: Class 16 contains 130804 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178868 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 12740 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215384 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462800.000000 Penalty: 91337.375000
Iteration 417Q: 27 clusters Score -1.614628e+08 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173720 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275671 members 
Mstep: Class 9 contains 81254 members 
Mstep: Class 10 contains 11276 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19796 members 
Mstep: Class 13 contains 157114 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130754 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178869 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 215397 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462800.000000 Penalty: 91337.375000
Iteration 418Q: 27 clusters Score -1.614628e+08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173736 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275696 members 
Mstep: Class 9 contains 81252 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19797 members 
Mstep: Class 13 contains 157119 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130705 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178875 members 
Mstep: Class 19 contains 26625 members 
Mstep: Class 20 contains 12744 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 215390 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462704.000000 Penalty: 91337.375000
Iteration 419Q: 27 clusters Score -1.614627e+08 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7966 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173751 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275721 members 
Mstep: Class 9 contains 81249 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19798 members 
Mstep: Class 13 contains 157122 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130658 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178880 members 
Mstep: Class 19 contains 26626 members 
Mstep: Class 20 contains 12746 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 215386 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22883 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462720.000000 Penalty: 91337.375000
Iteration 420F: 27 clusters Score -1.614627e+08 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173758 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275750 members 
Mstep: Class 9 contains 81248 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19799 members 
Mstep: Class 13 contains 157121 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130613 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178890 members 
Mstep: Class 19 contains 26625 members 
Mstep: Class 20 contains 12748 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 215382 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 91337.375000
Iteration 421Q: 27 clusters Score -1.614628e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173761 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275773 members 
Mstep: Class 9 contains 81248 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157128 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130569 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178896 members 
Mstep: Class 19 contains 26625 members 
Mstep: Class 20 contains 12748 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 215384 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462832.000000 Penalty: 91337.375000
Iteration 422Q: 27 clusters Score -1.614628e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173776 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275797 members 
Mstep: Class 9 contains 81246 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157123 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130519 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178906 members 
Mstep: Class 19 contains 26626 members 
Mstep: Class 20 contains 12748 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 215390 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462896.000000 Penalty: 91337.375000
Iteration 423Q: 27 clusters Score -1.614629e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173783 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275830 members 
Mstep: Class 9 contains 81244 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157122 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130472 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178914 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12748 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10357 members 
Mstep: Class 24 contains 215388 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22889 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462848.000000 Penalty: 91337.375000
Iteration 424Q: 27 clusters Score -1.614628e+08 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173790 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275857 members 
Mstep: Class 9 contains 81242 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157117 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130438 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178919 members 
Mstep: Class 19 contains 26628 members 
Mstep: Class 20 contains 12749 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215386 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462784.000000 Penalty: 91337.375000
Iteration 425Q: 27 clusters Score -1.614628e+08 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173793 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275884 members 
Mstep: Class 9 contains 81243 members 
Mstep: Class 10 contains 11277 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157109 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130408 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178917 members 
Mstep: Class 19 contains 26627 members 
Mstep: Class 20 contains 12749 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215393 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462768.000000 Penalty: 91337.375000
Iteration 426Q: 27 clusters Score -1.614628e+08 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173802 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275914 members 
Mstep: Class 9 contains 81243 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157091 members 
Mstep: Class 14 contains 15621 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130379 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178918 members 
Mstep: Class 19 contains 26627 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215393 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22900 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462928.000000 Penalty: 91337.375000
Iteration 427Q: 27 clusters Score -1.614629e+08 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173809 members 
Mstep: Class 7 contains 3509 members 
Mstep: Class 8 contains 275939 members 
Mstep: Class 9 contains 81241 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157089 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130352 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178915 members 
Mstep: Class 19 contains 26628 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215392 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462800.000000 Penalty: 91337.375000
Iteration 428Q: 27 clusters Score -1.614628e+08 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173813 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 275952 members 
Mstep: Class 9 contains 81239 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157091 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130324 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178918 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215398 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22903 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462864.000000 Penalty: 91337.375000
Iteration 429Q: 27 clusters Score -1.614629e+08 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173812 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 275976 members 
Mstep: Class 9 contains 81238 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157090 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130305 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178919 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215392 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462896.000000 Penalty: 91337.375000
Iteration 430Q: 27 clusters Score -1.614629e+08 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173809 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 275991 members 
Mstep: Class 9 contains 81237 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157090 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19721 members 
Mstep: Class 16 contains 130289 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178921 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215393 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462896.000000 Penalty: 91337.375000
Iteration 431Q: 27 clusters Score -1.614629e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173804 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276010 members 
Mstep: Class 9 contains 81234 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157086 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19721 members 
Mstep: Class 16 contains 130274 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178922 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215399 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462912.000000 Penalty: 91337.375000
Iteration 432Q: 27 clusters Score -1.614629e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173804 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276030 members 
Mstep: Class 9 contains 81231 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157085 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19721 members 
Mstep: Class 16 contains 130263 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178919 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215397 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462896.000000 Penalty: 91337.375000
Iteration 433Q: 27 clusters Score -1.614629e+08 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173801 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276042 members 
Mstep: Class 9 contains 81229 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157083 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19721 members 
Mstep: Class 16 contains 130249 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178922 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215400 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462976.000000 Penalty: 91337.375000
Iteration 434Q: 27 clusters Score -1.61463e+08 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173796 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276056 members 
Mstep: Class 9 contains 81226 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157085 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19721 members 
Mstep: Class 16 contains 130238 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178926 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215399 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462912.000000 Penalty: 91337.375000
Iteration 435Q: 27 clusters Score -1.614629e+08 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173795 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276072 members 
Mstep: Class 9 contains 81223 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157087 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130226 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178925 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215400 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462880.000000 Penalty: 91337.375000
Iteration 436Q: 27 clusters Score -1.614629e+08 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173792 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276086 members 
Mstep: Class 9 contains 81223 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157083 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130216 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178930 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215398 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462928.000000 Penalty: 91337.375000
Iteration 437Q: 27 clusters Score -1.614629e+08 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173784 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276101 members 
Mstep: Class 9 contains 81225 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157081 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130206 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178932 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215399 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462912.000000 Penalty: 91337.375000
Iteration 438Q: 27 clusters Score -1.614629e+08 nChanged 31
Entering ConstructFrom: 
Score: -161462912.000000 Penalty: 91337.375000
Entering ConstructFrom: 
Trying to split cluster 1 (24371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24371 members 
Entering Unmasked Estep 
Score: -2473770.250000 Penalty: 2505.085205
	Iteration 0F: 2 clusters Score -2473770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -2456914.250000 Penalty: 5010.170410
	Iteration 0F: 3 clusters Score -2456914 nChanged 10788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12703 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -2462728.500000 Penalty: 5010.170410
	Iteration 1F: 3 clusters Score -2462728 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2463230.000000 Penalty: 5010.170410
	Iteration 2F: 3 clusters Score -2463230 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13250 members 
Mstep: Class 2 contains 11121 members 
Entering Unmasked Estep 
Score: -2463682.000000 Penalty: 5010.170410
	Iteration 3Q: 3 clusters Score -2463682 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2464189.750000 Penalty: 5010.170410
	Iteration 4Q: 3 clusters Score -2464190 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -2464771.250000 Penalty: 5010.170410
	Iteration 5Q: 3 clusters Score -2464771 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 9573 members 
Entering Unmasked Estep 
Score: -2465415.250000 Penalty: 5010.170410
	Iteration 6Q: 3 clusters Score -2465415 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15616 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2466142.000000 Penalty: 5010.170410
	Iteration 7F: 3 clusters Score -2466142 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -2466962.750000 Penalty: 5010.170410
	Iteration 8F: 3 clusters Score -2466963 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2467812.750000 Penalty: 5010.170410
	Iteration 9F: 3 clusters Score -2467813 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 5879 members 
Entering Unmasked Estep 
Score: -2468638.750000 Penalty: 5010.170410
	Iteration 10Q: 3 clusters Score -2468639 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -2469414.500000 Penalty: 5010.170410
	Iteration 11Q: 3 clusters Score -2469414 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -2470039.750000 Penalty: 5010.170410
	Iteration 12Q: 3 clusters Score -2470040 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20700 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -2470494.500000 Penalty: 5010.170410
	Iteration 13Q: 3 clusters Score -2470494 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -2470846.500000 Penalty: 5010.170410
	Iteration 14Q: 3 clusters Score -2470846 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -2471099.500000 Penalty: 5010.170410
	Iteration 15Q: 3 clusters Score -2471100 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -2471304.500000 Penalty: 5010.170410
	Iteration 16Q: 3 clusters Score -2471304 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -2471468.750000 Penalty: 5010.170410
	Iteration 17Q: 3 clusters Score -2471469 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2471625.500000 Penalty: 5010.170410
	Iteration 18Q: 3 clusters Score -2471626 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -2471735.250000 Penalty: 5010.170410
	Iteration 19Q: 3 clusters Score -2471735 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2471842.500000 Penalty: 5010.170410
	Iteration 20F: 3 clusters Score -2471842 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22543 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -2471912.500000 Penalty: 5010.170410
	Iteration 21Q: 3 clusters Score -2471912 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22605 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -2471959.250000 Penalty: 5010.170410
	Iteration 22Q: 3 clusters Score -2471959 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2471996.500000 Penalty: 5010.170410
	Iteration 23Q: 3 clusters Score -2471996 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22688 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -2472018.250000 Penalty: 5010.170410
	Iteration 24Q: 3 clusters Score -2472018 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2472025.000000 Penalty: 5010.170410
	Iteration 25Q: 3 clusters Score -2472025 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22715 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2472038.750000 Penalty: 5010.170410
	Iteration 26Q: 3 clusters Score -2472039 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2472044.500000 Penalty: 5010.170410
	Iteration 27Q: 3 clusters Score -2472044 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -2472050.500000 Penalty: 5010.170410
	Iteration 28Q: 3 clusters Score -2472050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22765 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2472051.750000 Penalty: 5010.170410
	Iteration 29Q: 3 clusters Score -2472052 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2472054.250000 Penalty: 5010.170410
	Iteration 30Q: 3 clusters Score -2472054 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2472060.000000 Penalty: 5010.170410
	Iteration 31Q: 3 clusters Score -2472060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2472057.500000 Penalty: 5010.170410
	Iteration 32Q: 3 clusters Score -2472058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2472060.250000 Penalty: 5010.170410
	Iteration 33Q: 3 clusters Score -2472060 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2472058.750000 Penalty: 5010.170410
	Iteration 34Q: 3 clusters Score -2472059 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2472064.750000 Penalty: 5010.170410
	Iteration 35Q: 3 clusters Score -2472065 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22775 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2472061.750000 Penalty: 5010.170410
	Iteration 36Q: 3 clusters Score -2472062 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2472064.000000 Penalty: 5010.170410
	Iteration 37Q: 3 clusters Score -2472064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22780 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -2472062.250000 Penalty: 5010.170410
	Iteration 38Q: 3 clusters Score -2472062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2472061.000000 Penalty: 5010.170410
	Iteration 39Q: 3 clusters Score -2472061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22781 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -2472061.000000 Penalty: 5010.170410
	Iteration 40F: 3 clusters Score -2472061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -780750.250000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -780750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3987 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -774308.000000 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -774308 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -776222.187500 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -776222.2 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -776575.562500 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -776575.6 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -776842.250000 Penalty: 4455.599609
	Iteration 3F: 3 clusters Score -776842.2 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -777051.000000 Penalty: 4455.599609
	Iteration 4Q: 3 clusters Score -777051 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -777254.875000 Penalty: 4455.599609
	Iteration 5Q: 3 clusters Score -777254.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -777423.750000 Penalty: 4455.599609
	Iteration 6Q: 3 clusters Score -777423.8 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -777551.875000 Penalty: 4455.599609
	Iteration 7Q: 3 clusters Score -777551.9 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -777674.687500 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -777674.7 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -777799.062500 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -777799.1 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -777944.000000 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -777944 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -778088.250000 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -778088.2 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -778247.625000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -778247.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5575 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -778397.875000 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -778397.9 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -778543.625000 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -778543.6 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -778676.250000 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -778676.2 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -778808.812500 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -778808.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -778913.875000 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -778913.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -779024.875000 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -779024.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -779111.750000 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -779111.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -779187.750000 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -779187.8 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -779254.062500 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -779254.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -779299.125000 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -779299.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -779343.125000 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -779343.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -779387.062500 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -779387.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6258 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -779419.937500 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -779419.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -779454.437500 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -779454.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -779491.937500 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -779491.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -779518.937500 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -779518.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -779539.937500 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -779539.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -779558.187500 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -779558.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -779575.250000 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -779575.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -779585.000000 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -779585 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -779589.937500 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -779589.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -779593.687500 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -779593.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -779596.125000 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -779596.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -779601.375000 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -779601.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -779602.625000 Penalty: 4455.599609
	Iteration 37Q: 3 clusters Score -779602.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -779602.437500 Penalty: 4455.599609
	Iteration 38Q: 3 clusters Score -779602.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -779602.250000 Penalty: 4455.599609
	Iteration 39Q: 3 clusters Score -779602.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -779602.687500 Penalty: 4455.599609
	Iteration 40F: 3 clusters Score -779602.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -42044.890625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -42044.89 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -40547.472656 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40547.47 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -40759.812500 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40759.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -40797.015625 Penalty: 3020.166260
	Iteration 2Q: 3 clusters Score -40797.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40820.089844 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -40820.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40833.566406 Penalty: 3020.166260
	Iteration 4Q: 3 clusters Score -40833.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -40833.566406 Penalty: 3020.166260
	Iteration 5F: 3 clusters Score -40833.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -245187.687500 Penalty: 1923.111328
	Iteration 0F: 2 clusters Score -245187.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -242337.515625 Penalty: 3846.222656
	Iteration 0F: 3 clusters Score -242337.5 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -243069.890625 Penalty: 3846.222656
	Iteration 1F: 3 clusters Score -243069.9 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -243481.781250 Penalty: 3846.222656
	Iteration 2F: 3 clusters Score -243481.8 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -243804.765625 Penalty: 3846.222656
	Iteration 3F: 3 clusters Score -243804.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -244114.359375 Penalty: 3846.222656
	Iteration 4F: 3 clusters Score -244114.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -244566.984375 Penalty: 3846.222656
	Iteration 5F: 3 clusters Score -244567 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -245249.171875 Penalty: 3846.222656
	Iteration 6F: 3 clusters Score -245249.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -245565.250000 Penalty: 3846.222656
	Iteration 7Q: 3 clusters Score -245565.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -245685.515625 Penalty: 3846.222656
	Iteration 8Q: 3 clusters Score -245685.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -245731.046875 Penalty: 3846.222656
	Iteration 9Q: 3 clusters Score -245731 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -245769.046875 Penalty: 3846.222656
	Iteration 10Q: 3 clusters Score -245769 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -245805.093750 Penalty: 3846.222656
	Iteration 11Q: 3 clusters Score -245805.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -245852.718750 Penalty: 3846.222656
	Iteration 12Q: 3 clusters Score -245852.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -245914.890625 Penalty: 3846.222656
	Iteration 13Q: 3 clusters Score -245914.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -246018.656250 Penalty: 3846.222656
	Iteration 14Q: 3 clusters Score -246018.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -246222.328125 Penalty: 3846.222656
	Iteration 15Q: 3 clusters Score -246222.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -246437.187500 Penalty: 3846.222656
	Iteration 16Q: 3 clusters Score -246437.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -246499.000000 Penalty: 3846.222656
	Iteration 17Q: 3 clusters Score -246499 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -246534.671875 Penalty: 3846.222656
	Iteration 18Q: 3 clusters Score -246534.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -246551.875000 Penalty: 3846.222656
	Iteration 19Q: 3 clusters Score -246551.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -246562.218750 Penalty: 3846.222656
	Iteration 20F: 3 clusters Score -246562.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -246570.937500 Penalty: 3846.222656
	Iteration 21Q: 3 clusters Score -246570.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -246577.515625 Penalty: 3846.222656
	Iteration 22Q: 3 clusters Score -246577.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -246582.500000 Penalty: 3846.222656
	Iteration 23Q: 3 clusters Score -246582.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -246585.109375 Penalty: 3846.222656
	Iteration 24Q: 3 clusters Score -246585.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -246588.218750 Penalty: 3846.222656
	Iteration 25Q: 3 clusters Score -246588.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -246589.718750 Penalty: 3846.222656
	Iteration 26Q: 3 clusters Score -246589.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -246590.671875 Penalty: 3846.222656
	Iteration 27Q: 3 clusters Score -246590.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -246592.015625 Penalty: 3846.222656
	Iteration 28Q: 3 clusters Score -246592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -246600.328125 Penalty: 3846.222656
	Iteration 29Q: 3 clusters Score -246600.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -246614.218750 Penalty: 3846.222656
	Iteration 30Q: 3 clusters Score -246614.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -246624.187500 Penalty: 3846.222656
	Iteration 31Q: 3 clusters Score -246624.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -246634.390625 Penalty: 3846.222656
	Iteration 32Q: 3 clusters Score -246634.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -246641.078125 Penalty: 3846.222656
	Iteration 33Q: 3 clusters Score -246641.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -246643.968750 Penalty: 3846.222656
	Iteration 34Q: 3 clusters Score -246644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -246647.468750 Penalty: 3846.222656
	Iteration 35Q: 3 clusters Score -246647.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -246648.984375 Penalty: 3846.222656
	Iteration 36Q: 3 clusters Score -246649 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -246653.000000 Penalty: 3846.222656
	Iteration 37Q: 3 clusters Score -246653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -246653.312500 Penalty: 3846.222656
	Iteration 38Q: 3 clusters Score -246653.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -246653.781250 Penalty: 3846.222656
	Iteration 39F: 3 clusters Score -246653.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -246654.375000 Penalty: 3846.222656
	Iteration 40F: 3 clusters Score -246654.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -246655.375000 Penalty: 3846.222656
	Iteration 41Q: 3 clusters Score -246655.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -246656.515625 Penalty: 3846.222656
	Iteration 42Q: 3 clusters Score -246656.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -246657.937500 Penalty: 3846.222656
	Iteration 43Q: 3 clusters Score -246657.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -246659.890625 Penalty: 3846.222656
	Iteration 44Q: 3 clusters Score -246659.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -246661.765625 Penalty: 3846.222656
	Iteration 45Q: 3 clusters Score -246661.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -246663.062500 Penalty: 3846.222656
	Iteration 46Q: 3 clusters Score -246663.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -246664.125000 Penalty: 3846.222656
	Iteration 47Q: 3 clusters Score -246664.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -246665.656250 Penalty: 3846.222656
	Iteration 48Q: 3 clusters Score -246665.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -246668.156250 Penalty: 3846.222656
	Iteration 49Q: 3 clusters Score -246668.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -246669.093750 Penalty: 3846.222656
	Iteration 50Q: 3 clusters Score -246669.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -246669.593750 Penalty: 3846.222656
	Iteration 51Q: 3 clusters Score -246669.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -246670.156250 Penalty: 3846.222656
	Iteration 52Q: 3 clusters Score -246670.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -246672.765625 Penalty: 3846.222656
	Iteration 53Q: 3 clusters Score -246672.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -246674.296875 Penalty: 3846.222656
	Iteration 54Q: 3 clusters Score -246674.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -246675.281250 Penalty: 3846.222656
	Iteration 55Q: 3 clusters Score -246675.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -246676.265625 Penalty: 3846.222656
	Iteration 56Q: 3 clusters Score -246676.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -246677.625000 Penalty: 3846.222656
	Iteration 57Q: 3 clusters Score -246677.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -246680.437500 Penalty: 3846.222656
	Iteration 58Q: 3 clusters Score -246680.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -246683.984375 Penalty: 3846.222656
	Iteration 59Q: 3 clusters Score -246684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -246686.828125 Penalty: 3846.222656
	Iteration 60F: 3 clusters Score -246686.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -246692.421875 Penalty: 3846.222656
	Iteration 61Q: 3 clusters Score -246692.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -246702.750000 Penalty: 3846.222656
	Iteration 62Q: 3 clusters Score -246702.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -246715.125000 Penalty: 3846.222656
	Iteration 63Q: 3 clusters Score -246715.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -246730.828125 Penalty: 3846.222656
	Iteration 64Q: 3 clusters Score -246730.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -246743.296875 Penalty: 3846.222656
	Iteration 65Q: 3 clusters Score -246743.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -246759.812500 Penalty: 3846.222656
	Iteration 66Q: 3 clusters Score -246759.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -246770.156250 Penalty: 3846.222656
	Iteration 67Q: 3 clusters Score -246770.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -246782.828125 Penalty: 3846.222656
	Iteration 68Q: 3 clusters Score -246782.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -246790.640625 Penalty: 3846.222656
	Iteration 69Q: 3 clusters Score -246790.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -246795.062500 Penalty: 3846.222656
	Iteration 70Q: 3 clusters Score -246795.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -246796.265625 Penalty: 3846.222656
	Iteration 71Q: 3 clusters Score -246796.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -246797.062500 Penalty: 3846.222656
	Iteration 72Q: 3 clusters Score -246797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -246797.062500 Penalty: 3846.222656
	Iteration 73F: 3 clusters Score -246797.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 1601 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173774 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276115 members 
Mstep: Class 9 contains 81224 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157086 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130205 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178926 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215398 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Mstep: Class 27 contains 731 members 
Entering Unmasked Estep 
Score: -161462672.000000 Penalty: 94850.351562
Splitting cluster 4 changes total score from -161462912.000000 to -161462672.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -50889.976562 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -50889.98 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 239 members 
Entering Unmasked Estep 
Score: -49385.367188 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -49385.37 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -49605.027344 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -49605.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -49637.335938 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -49637.34 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -49657.496094 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -49657.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49675.875000 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -49675.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -49684.781250 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -49684.78 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -49686.316406 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -49686.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -49687.328125 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -49687.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49691.152344 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -49691.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -49691.152344 Penalty: 3080.457520
	Iteration 9F: 3 clusters Score -49691.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173774 members 
Entering Unmasked Estep 
Score: -20486642.000000 Penalty: 2992.246582
	Iteration 0F: 2 clusters Score -2.048664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87031 members 
Mstep: Class 2 contains 86743 members 
Entering Unmasked Estep 
Score: -20371768.000000 Penalty: 5984.493164
	Iteration 0F: 3 clusters Score -2.037177e+07 nChanged 83413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89662 members 
Mstep: Class 2 contains 84112 members 
Entering Unmasked Estep 
Score: -20421000.000000 Penalty: 5984.493164
	Iteration 1F: 3 clusters Score -2.0421e+07 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90786 members 
Mstep: Class 2 contains 82988 members 
Entering Unmasked Estep 
Score: -20422378.000000 Penalty: 5984.493164
	Iteration 2Q: 3 clusters Score -2.042238e+07 nChanged 5751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92359 members 
Mstep: Class 2 contains 81415 members 
Entering Unmasked Estep 
Score: -20424210.000000 Penalty: 5984.493164
	Iteration 3Q: 3 clusters Score -2.042421e+07 nChanged 6465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94346 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -20426742.000000 Penalty: 5984.493164
	Iteration 4Q: 3 clusters Score -2.042674e+07 nChanged 7291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97001 members 
Mstep: Class 2 contains 76773 members 
Entering Unmasked Estep 
Score: -20430130.000000 Penalty: 5984.493164
	Iteration 5Q: 3 clusters Score -2.043013e+07 nChanged 8363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100290 members 
Mstep: Class 2 contains 73484 members 
Entering Unmasked Estep 
Score: -20434754.000000 Penalty: 5984.493164
	Iteration 6Q: 3 clusters Score -2.043475e+07 nChanged 9513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104097 members 
Mstep: Class 2 contains 69677 members 
Entering Unmasked Estep 
Score: -20440518.000000 Penalty: 5984.493164
	Iteration 7F: 3 clusters Score -2.044052e+07 nChanged 10111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108028 members 
Mstep: Class 2 contains 65746 members 
Entering Unmasked Estep 
Score: -20447084.000000 Penalty: 5984.493164
	Iteration 8F: 3 clusters Score -2.044708e+07 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111629 members 
Mstep: Class 2 contains 62145 members 
Entering Unmasked Estep 
Score: -20453534.000000 Penalty: 5984.493164
	Iteration 9F: 3 clusters Score -2.045353e+07 nChanged 9100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114729 members 
Mstep: Class 2 contains 59045 members 
Entering Unmasked Estep 
Score: -20458706.000000 Penalty: 5984.493164
	Iteration 10F: 3 clusters Score -2.045871e+07 nChanged 7431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117300 members 
Mstep: Class 2 contains 56474 members 
Entering Unmasked Estep 
Score: -20462368.000000 Penalty: 5984.493164
	Iteration 11Q: 3 clusters Score -2.046237e+07 nChanged 5783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119415 members 
Mstep: Class 2 contains 54359 members 
Entering Unmasked Estep 
Score: -20464540.000000 Penalty: 5984.493164
	Iteration 12Q: 3 clusters Score -2.046454e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121455 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -20466030.000000 Penalty: 5984.493164
	Iteration 13Q: 3 clusters Score -2.046603e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123441 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -20467000.000000 Penalty: 5984.493164
	Iteration 14Q: 3 clusters Score -2.0467e+07 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125371 members 
Mstep: Class 2 contains 48403 members 
Entering Unmasked Estep 
Score: -20467920.000000 Penalty: 5984.493164
	Iteration 15Q: 3 clusters Score -2.046792e+07 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127336 members 
Mstep: Class 2 contains 46438 members 
Entering Unmasked Estep 
Score: -20468542.000000 Penalty: 5984.493164
	Iteration 16Q: 3 clusters Score -2.046854e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129379 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -20469314.000000 Penalty: 5984.493164
	Iteration 17Q: 3 clusters Score -2.046931e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131492 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -20470024.000000 Penalty: 5984.493164
	Iteration 18Q: 3 clusters Score -2.047002e+07 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133677 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -20470820.000000 Penalty: 5984.493164
	Iteration 19Q: 3 clusters Score -2.047082e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135859 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -20471670.000000 Penalty: 5984.493164
	Iteration 20F: 3 clusters Score -2.047167e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138195 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -20472538.000000 Penalty: 5984.493164
	Iteration 21Q: 3 clusters Score -2.047254e+07 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140618 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -20473426.000000 Penalty: 5984.493164
	Iteration 22Q: 3 clusters Score -2.047343e+07 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143047 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -20474336.000000 Penalty: 5984.493164
	Iteration 23Q: 3 clusters Score -2.047434e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145447 members 
Mstep: Class 2 contains 28327 members 
Entering Unmasked Estep 
Score: -20475234.000000 Penalty: 5984.493164
	Iteration 24Q: 3 clusters Score -2.047523e+07 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147972 members 
Mstep: Class 2 contains 25802 members 
Entering Unmasked Estep 
Score: -20476230.000000 Penalty: 5984.493164
	Iteration 25Q: 3 clusters Score -2.047623e+07 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150456 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -20477266.000000 Penalty: 5984.493164
	Iteration 26Q: 3 clusters Score -2.047727e+07 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153000 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -20478266.000000 Penalty: 5984.493164
	Iteration 27Q: 3 clusters Score -2.047827e+07 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155454 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -20479270.000000 Penalty: 5984.493164
	Iteration 28Q: 3 clusters Score -2.047927e+07 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157626 members 
Mstep: Class 2 contains 16148 members 
Entering Unmasked Estep 
Score: -20480038.000000 Penalty: 5984.493164
	Iteration 29Q: 3 clusters Score -2.048004e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159655 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -20480744.000000 Penalty: 5984.493164
	Iteration 30Q: 3 clusters Score -2.048074e+07 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161469 members 
Mstep: Class 2 contains 12305 members 
Entering Unmasked Estep 
Score: -20481306.000000 Penalty: 5984.493164
	Iteration 31Q: 3 clusters Score -2.048131e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163102 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -20481846.000000 Penalty: 5984.493164
	Iteration 32Q: 3 clusters Score -2.048185e+07 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164438 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -20482298.000000 Penalty: 5984.493164
	Iteration 33Q: 3 clusters Score -2.04823e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165559 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -20482700.000000 Penalty: 5984.493164
	Iteration 34Q: 3 clusters Score -2.04827e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166581 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -20482956.000000 Penalty: 5984.493164
	Iteration 35Q: 3 clusters Score -2.048296e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167471 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -20483222.000000 Penalty: 5984.493164
	Iteration 36Q: 3 clusters Score -2.048322e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168212 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -20483438.000000 Penalty: 5984.493164
	Iteration 37Q: 3 clusters Score -2.048344e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168808 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -20483610.000000 Penalty: 5984.493164
	Iteration 38Q: 3 clusters Score -2.048361e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169315 members 
Mstep: Class 2 contains 4459 members 
Entering Unmasked Estep 
Score: -20483764.000000 Penalty: 5984.493164
	Iteration 39Q: 3 clusters Score -2.048376e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169720 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -20483800.000000 Penalty: 5984.493164
	Iteration 40F: 3 clusters Score -2.04838e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170038 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -20483906.000000 Penalty: 5984.493164
	Iteration 41Q: 3 clusters Score -2.048391e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170303 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -20484024.000000 Penalty: 5984.493164
	Iteration 42Q: 3 clusters Score -2.048402e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170530 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -20484088.000000 Penalty: 5984.493164
	Iteration 43Q: 3 clusters Score -2.048409e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170714 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -20484130.000000 Penalty: 5984.493164
	Iteration 44Q: 3 clusters Score -2.048413e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170881 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -20484146.000000 Penalty: 5984.493164
	Iteration 45Q: 3 clusters Score -2.048415e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171019 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -20484232.000000 Penalty: 5984.493164
	Iteration 46Q: 3 clusters Score -2.048423e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171120 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -20484240.000000 Penalty: 5984.493164
	Iteration 47Q: 3 clusters Score -2.048424e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171211 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -20484310.000000 Penalty: 5984.493164
	Iteration 48Q: 3 clusters Score -2.048431e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171294 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -20484282.000000 Penalty: 5984.493164
	Iteration 49Q: 3 clusters Score -2.048428e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171367 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -20484310.000000 Penalty: 5984.493164
	Iteration 50Q: 3 clusters Score -2.048431e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171440 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -20484326.000000 Penalty: 5984.493164
	Iteration 51Q: 3 clusters Score -2.048433e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171493 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -20484324.000000 Penalty: 5984.493164
	Iteration 52Q: 3 clusters Score -2.048432e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171547 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -20484338.000000 Penalty: 5984.493164
	Iteration 53Q: 3 clusters Score -2.048434e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171603 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -20484362.000000 Penalty: 5984.493164
	Iteration 54Q: 3 clusters Score -2.048436e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171644 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -20484386.000000 Penalty: 5984.493164
	Iteration 55Q: 3 clusters Score -2.048439e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171675 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -20484404.000000 Penalty: 5984.493164
	Iteration 56Q: 3 clusters Score -2.04844e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171710 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -20484416.000000 Penalty: 5984.493164
	Iteration 57Q: 3 clusters Score -2.048442e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171745 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -20484444.000000 Penalty: 5984.493164
	Iteration 58Q: 3 clusters Score -2.048444e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171772 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -20484454.000000 Penalty: 5984.493164
	Iteration 59Q: 3 clusters Score -2.048445e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171786 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -20484446.000000 Penalty: 5984.493164
	Iteration 60F: 3 clusters Score -2.048445e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171816 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -20484456.000000 Penalty: 5984.493164
	Iteration 61Q: 3 clusters Score -2.048446e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171840 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -20484478.000000 Penalty: 5984.493164
	Iteration 62Q: 3 clusters Score -2.048448e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171860 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -20484488.000000 Penalty: 5984.493164
	Iteration 63Q: 3 clusters Score -2.048449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171880 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -20484500.000000 Penalty: 5984.493164
	Iteration 64Q: 3 clusters Score -2.04845e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171887 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -20484510.000000 Penalty: 5984.493164
	Iteration 65Q: 3 clusters Score -2.048451e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171899 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -20484492.000000 Penalty: 5984.493164
	Iteration 66Q: 3 clusters Score -2.048449e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171909 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -20484488.000000 Penalty: 5984.493164
	Iteration 67Q: 3 clusters Score -2.048449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171922 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -20484492.000000 Penalty: 5984.493164
	Iteration 68Q: 3 clusters Score -2.048449e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171933 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -20484496.000000 Penalty: 5984.493164
	Iteration 69Q: 3 clusters Score -2.04845e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171943 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -20484498.000000 Penalty: 5984.493164
	Iteration 70Q: 3 clusters Score -2.04845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -20484492.000000 Penalty: 5984.493164
	Iteration 71Q: 3 clusters Score -2.048449e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171946 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -20484494.000000 Penalty: 5984.493164
	Iteration 72Q: 3 clusters Score -2.048449e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171949 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -20484502.000000 Penalty: 5984.493164
	Iteration 73Q: 3 clusters Score -2.04845e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171956 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -20484502.000000 Penalty: 5984.493164
	Iteration 74Q: 3 clusters Score -2.04845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171962 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -20484510.000000 Penalty: 5984.493164
	Iteration 75Q: 3 clusters Score -2.048451e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171970 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -20484504.000000 Penalty: 5984.493164
	Iteration 76Q: 3 clusters Score -2.04845e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171973 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -20484498.000000 Penalty: 5984.493164
	Iteration 77Q: 3 clusters Score -2.04845e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171977 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -20484512.000000 Penalty: 5984.493164
	Iteration 78Q: 3 clusters Score -2.048451e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171983 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -20484504.000000 Penalty: 5984.493164
	Iteration 79Q: 3 clusters Score -2.04845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171983 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -20484506.000000 Penalty: 5984.493164
	Iteration 80F: 3 clusters Score -2.048451e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171986 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -20484502.000000 Penalty: 5984.493164
	Iteration 81Q: 3 clusters Score -2.04845e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171986 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -20484506.000000 Penalty: 5984.493164
	Iteration 82Q: 3 clusters Score -2.048451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171987 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -20484512.000000 Penalty: 5984.493164
	Iteration 83Q: 3 clusters Score -2.048451e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171988 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -20484514.000000 Penalty: 5984.493164
	Iteration 84Q: 3 clusters Score -2.048451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171990 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -20484512.000000 Penalty: 5984.493164
	Iteration 85Q: 3 clusters Score -2.048451e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171992 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -20484500.000000 Penalty: 5984.493164
	Iteration 86Q: 3 clusters Score -2.04845e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171992 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -20484500.000000 Penalty: 5984.493164
	Iteration 87F: 3 clusters Score -2.04845e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Entering Unmasked Estep 
Score: -398079.062500 Penalty: 2024.515991
	Iteration 0F: 2 clusters Score -398079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -394472.750000 Penalty: 4049.031982
	Iteration 0F: 3 clusters Score -394472.8 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -395262.031250 Penalty: 4049.031982
	Iteration 1F: 3 clusters Score -395262 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -395400.031250 Penalty: 4049.031982
	Iteration 2F: 3 clusters Score -395400 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -395475.062500 Penalty: 4049.031982
	Iteration 3Q: 3 clusters Score -395475.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -395527.468750 Penalty: 4049.031982
	Iteration 4Q: 3 clusters Score -395527.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -395568.250000 Penalty: 4049.031982
	Iteration 5Q: 3 clusters Score -395568.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -395603.906250 Penalty: 4049.031982
	Iteration 6Q: 3 clusters Score -395603.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -395649.250000 Penalty: 4049.031982
	Iteration 7Q: 3 clusters Score -395649.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -395683.875000 Penalty: 4049.031982
	Iteration 8Q: 3 clusters Score -395683.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -395712.156250 Penalty: 4049.031982
	Iteration 9Q: 3 clusters Score -395712.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -395732.281250 Penalty: 4049.031982
	Iteration 10Q: 3 clusters Score -395732.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -395758.406250 Penalty: 4049.031982
	Iteration 11Q: 3 clusters Score -395758.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -395787.218750 Penalty: 4049.031982
	Iteration 12Q: 3 clusters Score -395787.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -395813.843750 Penalty: 4049.031982
	Iteration 13Q: 3 clusters Score -395813.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -395833.062500 Penalty: 4049.031982
	Iteration 14Q: 3 clusters Score -395833.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -395851.312500 Penalty: 4049.031982
	Iteration 15Q: 3 clusters Score -395851.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -395863.093750 Penalty: 4049.031982
	Iteration 16Q: 3 clusters Score -395863.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -395877.593750 Penalty: 4049.031982
	Iteration 17Q: 3 clusters Score -395877.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -395896.312500 Penalty: 4049.031982
	Iteration 18Q: 3 clusters Score -395896.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -395909.750000 Penalty: 4049.031982
	Iteration 19Q: 3 clusters Score -395909.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -395919.156250 Penalty: 4049.031982
	Iteration 20F: 3 clusters Score -395919.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -395926.812500 Penalty: 4049.031982
	Iteration 21Q: 3 clusters Score -395926.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -395935.281250 Penalty: 4049.031982
	Iteration 22Q: 3 clusters Score -395935.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -395946.093750 Penalty: 4049.031982
	Iteration 23Q: 3 clusters Score -395946.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -395956.187500 Penalty: 4049.031982
	Iteration 24Q: 3 clusters Score -395956.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -395964.093750 Penalty: 4049.031982
	Iteration 25Q: 3 clusters Score -395964.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -395968.843750 Penalty: 4049.031982
	Iteration 26Q: 3 clusters Score -395968.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -395975.125000 Penalty: 4049.031982
	Iteration 27Q: 3 clusters Score -395975.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -395982.562500 Penalty: 4049.031982
	Iteration 28Q: 3 clusters Score -395982.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -395987.343750 Penalty: 4049.031982
	Iteration 29Q: 3 clusters Score -395987.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -395995.843750 Penalty: 4049.031982
	Iteration 30Q: 3 clusters Score -395995.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -396002.875000 Penalty: 4049.031982
	Iteration 31Q: 3 clusters Score -396002.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -396011.093750 Penalty: 4049.031982
	Iteration 32Q: 3 clusters Score -396011.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -396021.156250 Penalty: 4049.031982
	Iteration 33Q: 3 clusters Score -396021.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -396033.437500 Penalty: 4049.031982
	Iteration 34Q: 3 clusters Score -396033.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -396042.156250 Penalty: 4049.031982
	Iteration 35Q: 3 clusters Score -396042.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -396052.718750 Penalty: 4049.031982
	Iteration 36Q: 3 clusters Score -396052.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -396060.375000 Penalty: 4049.031982
	Iteration 37Q: 3 clusters Score -396060.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -396066.593750 Penalty: 4049.031982
	Iteration 38Q: 3 clusters Score -396066.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -396070.312500 Penalty: 4049.031982
	Iteration 39Q: 3 clusters Score -396070.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -396075.343750 Penalty: 4049.031982
	Iteration 40F: 3 clusters Score -396075.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -396078.812500 Penalty: 4049.031982
	Iteration 41Q: 3 clusters Score -396078.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -396083.062500 Penalty: 4049.031982
	Iteration 42Q: 3 clusters Score -396083.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -396090.593750 Penalty: 4049.031982
	Iteration 43Q: 3 clusters Score -396090.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -396099.218750 Penalty: 4049.031982
	Iteration 44Q: 3 clusters Score -396099.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -396107.125000 Penalty: 4049.031982
	Iteration 45Q: 3 clusters Score -396107.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -396111.250000 Penalty: 4049.031982
	Iteration 46Q: 3 clusters Score -396111.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -396114.843750 Penalty: 4049.031982
	Iteration 47Q: 3 clusters Score -396114.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -396118.000000 Penalty: 4049.031982
	Iteration 48Q: 3 clusters Score -396118 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -396120.625000 Penalty: 4049.031982
	Iteration 49Q: 3 clusters Score -396120.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -396121.750000 Penalty: 4049.031982
	Iteration 50Q: 3 clusters Score -396121.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -396124.000000 Penalty: 4049.031982
	Iteration 51Q: 3 clusters Score -396124 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -396128.093750 Penalty: 4049.031982
	Iteration 52Q: 3 clusters Score -396128.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -396130.937500 Penalty: 4049.031982
	Iteration 53Q: 3 clusters Score -396130.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -396134.718750 Penalty: 4049.031982
	Iteration 54Q: 3 clusters Score -396134.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -396136.187500 Penalty: 4049.031982
	Iteration 55Q: 3 clusters Score -396136.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -396138.968750 Penalty: 4049.031982
	Iteration 56Q: 3 clusters Score -396139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -396142.968750 Penalty: 4049.031982
	Iteration 57Q: 3 clusters Score -396143 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -396144.687500 Penalty: 4049.031982
	Iteration 58Q: 3 clusters Score -396144.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -396146.687500 Penalty: 4049.031982
	Iteration 59Q: 3 clusters Score -396146.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -396149.312500 Penalty: 4049.031982
	Iteration 60F: 3 clusters Score -396149.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -396150.312500 Penalty: 4049.031982
	Iteration 61Q: 3 clusters Score -396150.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -396152.156250 Penalty: 4049.031982
	Iteration 62Q: 3 clusters Score -396152.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -396154.562500 Penalty: 4049.031982
	Iteration 63Q: 3 clusters Score -396154.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -396158.718750 Penalty: 4049.031982
	Iteration 64Q: 3 clusters Score -396158.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -396164.218750 Penalty: 4049.031982
	Iteration 65Q: 3 clusters Score -396164.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -396172.156250 Penalty: 4049.031982
	Iteration 66Q: 3 clusters Score -396172.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -396176.906250 Penalty: 4049.031982
	Iteration 67Q: 3 clusters Score -396176.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -396180.781250 Penalty: 4049.031982
	Iteration 68Q: 3 clusters Score -396180.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -396184.843750 Penalty: 4049.031982
	Iteration 69Q: 3 clusters Score -396184.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -396188.781250 Penalty: 4049.031982
	Iteration 70Q: 3 clusters Score -396188.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -396195.625000 Penalty: 4049.031982
	Iteration 71Q: 3 clusters Score -396195.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -396198.093750 Penalty: 4049.031982
	Iteration 72Q: 3 clusters Score -396198.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -396199.781250 Penalty: 4049.031982
	Iteration 73Q: 3 clusters Score -396199.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -396203.187500 Penalty: 4049.031982
	Iteration 74Q: 3 clusters Score -396203.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -396210.437500 Penalty: 4049.031982
	Iteration 75Q: 3 clusters Score -396210.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -396212.468750 Penalty: 4049.031982
	Iteration 76Q: 3 clusters Score -396212.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -396213.187500 Penalty: 4049.031982
	Iteration 77Q: 3 clusters Score -396213.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -396213.187500 Penalty: 4049.031982
	Iteration 78F: 3 clusters Score -396213.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (276115 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276115 members 
Entering Unmasked Estep 
Score: -32464478.000000 Penalty: 3107.086182
	Iteration 0F: 2 clusters Score -3.246448e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138040 members 
Mstep: Class 2 contains 138075 members 
Entering Unmasked Estep 
Score: -32286708.000000 Penalty: 6214.172363
	Iteration 0F: 3 clusters Score -3.228671e+07 nChanged 133156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139100 members 
Mstep: Class 2 contains 137015 members 
Entering Unmasked Estep 
Score: -32365976.000000 Penalty: 6214.172363
	Iteration 1F: 3 clusters Score -3.236598e+07 nChanged 6984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139362 members 
Mstep: Class 2 contains 136753 members 
Entering Unmasked Estep 
Score: -32367372.000000 Penalty: 6214.172363
	Iteration 2Q: 3 clusters Score -3.236737e+07 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139840 members 
Mstep: Class 2 contains 136275 members 
Entering Unmasked Estep 
Score: -32369366.000000 Penalty: 6214.172363
	Iteration 3Q: 3 clusters Score -3.236937e+07 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140614 members 
Mstep: Class 2 contains 135501 members 
Entering Unmasked Estep 
Score: -32372508.000000 Penalty: 6214.172363
	Iteration 4Q: 3 clusters Score -3.237251e+07 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141166 members 
Mstep: Class 2 contains 134949 members 
Entering Unmasked Estep 
Score: -32377338.000000 Penalty: 6214.172363
	Iteration 5Q: 3 clusters Score -3.237734e+07 nChanged 13652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141308 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -32384850.000000 Penalty: 6214.172363
	Iteration 6Q: 3 clusters Score -3.238485e+07 nChanged 16824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140156 members 
Mstep: Class 2 contains 135959 members 
Entering Unmasked Estep 
Score: -32396882.000000 Penalty: 6214.172363
	Iteration 7F: 3 clusters Score -3.239688e+07 nChanged 19940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137094 members 
Mstep: Class 2 contains 139021 members 
Entering Unmasked Estep 
Score: -32414132.000000 Penalty: 6214.172363
	Iteration 8F: 3 clusters Score -3.241413e+07 nChanged 20694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132834 members 
Mstep: Class 2 contains 143281 members 
Entering Unmasked Estep 
Score: -32431364.000000 Penalty: 6214.172363
	Iteration 9F: 3 clusters Score -3.243136e+07 nChanged 16209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129031 members 
Mstep: Class 2 contains 147084 members 
Entering Unmasked Estep 
Score: -32441400.000000 Penalty: 6214.172363
	Iteration 10F: 3 clusters Score -3.24414e+07 nChanged 9939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125800 members 
Mstep: Class 2 contains 150315 members 
Entering Unmasked Estep 
Score: -32445788.000000 Penalty: 6214.172363
	Iteration 11Q: 3 clusters Score -3.244579e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122554 members 
Mstep: Class 2 contains 153561 members 
Entering Unmasked Estep 
Score: -32448304.000000 Penalty: 6214.172363
	Iteration 12Q: 3 clusters Score -3.24483e+07 nChanged 4909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119091 members 
Mstep: Class 2 contains 157024 members 
Entering Unmasked Estep 
Score: -32450270.000000 Penalty: 6214.172363
	Iteration 13Q: 3 clusters Score -3.245027e+07 nChanged 4723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115332 members 
Mstep: Class 2 contains 160783 members 
Entering Unmasked Estep 
Score: -32452478.000000 Penalty: 6214.172363
	Iteration 14Q: 3 clusters Score -3.245248e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111383 members 
Mstep: Class 2 contains 164732 members 
Entering Unmasked Estep 
Score: -32454154.000000 Penalty: 6214.172363
	Iteration 15Q: 3 clusters Score -3.245415e+07 nChanged 4487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107440 members 
Mstep: Class 2 contains 168675 members 
Entering Unmasked Estep 
Score: -32455648.000000 Penalty: 6214.172363
	Iteration 16Q: 3 clusters Score -3.245565e+07 nChanged 4199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103533 members 
Mstep: Class 2 contains 172582 members 
Entering Unmasked Estep 
Score: -32456778.000000 Penalty: 6214.172363
	Iteration 17Q: 3 clusters Score -3.245678e+07 nChanged 4058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99681 members 
Mstep: Class 2 contains 176434 members 
Entering Unmasked Estep 
Score: -32457824.000000 Penalty: 6214.172363
	Iteration 18Q: 3 clusters Score -3.245782e+07 nChanged 3912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95875 members 
Mstep: Class 2 contains 180240 members 
Entering Unmasked Estep 
Score: -32458296.000000 Penalty: 6214.172363
	Iteration 19Q: 3 clusters Score -3.24583e+07 nChanged 3858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92061 members 
Mstep: Class 2 contains 184054 members 
Entering Unmasked Estep 
Score: -32458744.000000 Penalty: 6214.172363
	Iteration 20F: 3 clusters Score -3.245874e+07 nChanged 3843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88242 members 
Mstep: Class 2 contains 187873 members 
Entering Unmasked Estep 
Score: -32459086.000000 Penalty: 6214.172363
	Iteration 21Q: 3 clusters Score -3.245909e+07 nChanged 3788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84464 members 
Mstep: Class 2 contains 191651 members 
Entering Unmasked Estep 
Score: -32459572.000000 Penalty: 6214.172363
	Iteration 22Q: 3 clusters Score -3.245957e+07 nChanged 3652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80814 members 
Mstep: Class 2 contains 195301 members 
Entering Unmasked Estep 
Score: -32460176.000000 Penalty: 6214.172363
	Iteration 23Q: 3 clusters Score -3.246018e+07 nChanged 3550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 198851 members 
Entering Unmasked Estep 
Score: -32460566.000000 Penalty: 6214.172363
	Iteration 24Q: 3 clusters Score -3.246057e+07 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73770 members 
Mstep: Class 2 contains 202345 members 
Entering Unmasked Estep 
Score: -32460914.000000 Penalty: 6214.172363
	Iteration 25Q: 3 clusters Score -3.246091e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70380 members 
Mstep: Class 2 contains 205735 members 
Entering Unmasked Estep 
Score: -32461398.000000 Penalty: 6214.172363
	Iteration 26Q: 3 clusters Score -3.24614e+07 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67213 members 
Mstep: Class 2 contains 208902 members 
Entering Unmasked Estep 
Score: -32461748.000000 Penalty: 6214.172363
	Iteration 27Q: 3 clusters Score -3.246175e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64167 members 
Mstep: Class 2 contains 211948 members 
Entering Unmasked Estep 
Score: -32461940.000000 Penalty: 6214.172363
	Iteration 28Q: 3 clusters Score -3.246194e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61231 members 
Mstep: Class 2 contains 214884 members 
Entering Unmasked Estep 
Score: -32462226.000000 Penalty: 6214.172363
	Iteration 29Q: 3 clusters Score -3.246223e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58475 members 
Mstep: Class 2 contains 217640 members 
Entering Unmasked Estep 
Score: -32462248.000000 Penalty: 6214.172363
	Iteration 30Q: 3 clusters Score -3.246225e+07 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 220200 members 
Entering Unmasked Estep 
Score: -32462442.000000 Penalty: 6214.172363
	Iteration 31Q: 3 clusters Score -3.246244e+07 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53493 members 
Mstep: Class 2 contains 222622 members 
Entering Unmasked Estep 
Score: -32462600.000000 Penalty: 6214.172363
	Iteration 32Q: 3 clusters Score -3.24626e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51182 members 
Mstep: Class 2 contains 224933 members 
Entering Unmasked Estep 
Score: -32462804.000000 Penalty: 6214.172363
	Iteration 33Q: 3 clusters Score -3.24628e+07 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49045 members 
Mstep: Class 2 contains 227070 members 
Entering Unmasked Estep 
Score: -32462996.000000 Penalty: 6214.172363
	Iteration 34Q: 3 clusters Score -3.2463e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46984 members 
Mstep: Class 2 contains 229131 members 
Entering Unmasked Estep 
Score: -32463274.000000 Penalty: 6214.172363
	Iteration 35Q: 3 clusters Score -3.246327e+07 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 231047 members 
Entering Unmasked Estep 
Score: -32463376.000000 Penalty: 6214.172363
	Iteration 36Q: 3 clusters Score -3.246338e+07 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 232901 members 
Entering Unmasked Estep 
Score: -32463398.000000 Penalty: 6214.172363
	Iteration 37Q: 3 clusters Score -3.24634e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 234642 members 
Entering Unmasked Estep 
Score: -32463630.000000 Penalty: 6214.172363
	Iteration 38Q: 3 clusters Score -3.246363e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 236314 members 
Entering Unmasked Estep 
Score: -32463648.000000 Penalty: 6214.172363
	Iteration 39Q: 3 clusters Score -3.246365e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38221 members 
Mstep: Class 2 contains 237894 members 
Entering Unmasked Estep 
Score: -32463604.000000 Penalty: 6214.172363
	Iteration 40F: 3 clusters Score -3.24636e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 239422 members 
Entering Unmasked Estep 
Score: -32463534.000000 Penalty: 6214.172363
	Iteration 41Q: 3 clusters Score -3.246353e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 240886 members 
Entering Unmasked Estep 
Score: -32463458.000000 Penalty: 6214.172363
	Iteration 42Q: 3 clusters Score -3.246346e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33840 members 
Mstep: Class 2 contains 242275 members 
Entering Unmasked Estep 
Score: -32463400.000000 Penalty: 6214.172363
	Iteration 43Q: 3 clusters Score -3.24634e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32524 members 
Mstep: Class 2 contains 243591 members 
Entering Unmasked Estep 
Score: -32463494.000000 Penalty: 6214.172363
	Iteration 44Q: 3 clusters Score -3.246349e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31272 members 
Mstep: Class 2 contains 244843 members 
Entering Unmasked Estep 
Score: -32463636.000000 Penalty: 6214.172363
	Iteration 45Q: 3 clusters Score -3.246364e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 246016 members 
Entering Unmasked Estep 
Score: -32463744.000000 Penalty: 6214.172363
	Iteration 46Q: 3 clusters Score -3.246374e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28964 members 
Mstep: Class 2 contains 247151 members 
Entering Unmasked Estep 
Score: -32463764.000000 Penalty: 6214.172363
	Iteration 47Q: 3 clusters Score -3.246376e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 248198 members 
Entering Unmasked Estep 
Score: -32463874.000000 Penalty: 6214.172363
	Iteration 48Q: 3 clusters Score -3.246387e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 249178 members 
Entering Unmasked Estep 
Score: -32463942.000000 Penalty: 6214.172363
	Iteration 49Q: 3 clusters Score -3.246394e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26054 members 
Mstep: Class 2 contains 250061 members 
Entering Unmasked Estep 
Score: -32463904.000000 Penalty: 6214.172363
	Iteration 50Q: 3 clusters Score -3.24639e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 250907 members 
Entering Unmasked Estep 
Score: -32463854.000000 Penalty: 6214.172363
	Iteration 51Q: 3 clusters Score -3.246385e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24391 members 
Mstep: Class 2 contains 251724 members 
Entering Unmasked Estep 
Score: -32463718.000000 Penalty: 6214.172363
	Iteration 52Q: 3 clusters Score -3.246372e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23587 members 
Mstep: Class 2 contains 252528 members 
Entering Unmasked Estep 
Score: -32463598.000000 Penalty: 6214.172363
	Iteration 53Q: 3 clusters Score -3.24636e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 253286 members 
Entering Unmasked Estep 
Score: -32463612.000000 Penalty: 6214.172363
	Iteration 54Q: 3 clusters Score -3.246361e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22119 members 
Mstep: Class 2 contains 253996 members 
Entering Unmasked Estep 
Score: -32463626.000000 Penalty: 6214.172363
	Iteration 55Q: 3 clusters Score -3.246363e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 254734 members 
Entering Unmasked Estep 
Score: -32463682.000000 Penalty: 6214.172363
	Iteration 56Q: 3 clusters Score -3.246368e+07 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 255420 members 
Entering Unmasked Estep 
Score: -32463668.000000 Penalty: 6214.172363
	Iteration 57Q: 3 clusters Score -3.246367e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 256077 members 
Entering Unmasked Estep 
Score: -32463652.000000 Penalty: 6214.172363
	Iteration 58Q: 3 clusters Score -3.246365e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 256677 members 
Entering Unmasked Estep 
Score: -32463574.000000 Penalty: 6214.172363
	Iteration 59Q: 3 clusters Score -3.246357e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 257270 members 
Entering Unmasked Estep 
Score: -32463660.000000 Penalty: 6214.172363
	Iteration 60F: 3 clusters Score -3.246366e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 257814 members 
Entering Unmasked Estep 
Score: -32463678.000000 Penalty: 6214.172363
	Iteration 61Q: 3 clusters Score -3.246368e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 258337 members 
Entering Unmasked Estep 
Score: -32463644.000000 Penalty: 6214.172363
	Iteration 62Q: 3 clusters Score -3.246364e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 258836 members 
Entering Unmasked Estep 
Score: -32463592.000000 Penalty: 6214.172363
	Iteration 63Q: 3 clusters Score -3.246359e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 259333 members 
Entering Unmasked Estep 
Score: -32463546.000000 Penalty: 6214.172363
	Iteration 64Q: 3 clusters Score -3.246355e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16320 members 
Mstep: Class 2 contains 259795 members 
Entering Unmasked Estep 
Score: -32463438.000000 Penalty: 6214.172363
	Iteration 65Q: 3 clusters Score -3.246344e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 260195 members 
Entering Unmasked Estep 
Score: -32463384.000000 Penalty: 6214.172363
	Iteration 66Q: 3 clusters Score -3.246338e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 260554 members 
Entering Unmasked Estep 
Score: -32463344.000000 Penalty: 6214.172363
	Iteration 67Q: 3 clusters Score -3.246334e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15235 members 
Mstep: Class 2 contains 260880 members 
Entering Unmasked Estep 
Score: -32463256.000000 Penalty: 6214.172363
	Iteration 68Q: 3 clusters Score -3.246326e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14909 members 
Mstep: Class 2 contains 261206 members 
Entering Unmasked Estep 
Score: -32463342.000000 Penalty: 6214.172363
	Iteration 69Q: 3 clusters Score -3.246334e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 261504 members 
Entering Unmasked Estep 
Score: -32463308.000000 Penalty: 6214.172363
	Iteration 70Q: 3 clusters Score -3.246331e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 261782 members 
Entering Unmasked Estep 
Score: -32463266.000000 Penalty: 6214.172363
	Iteration 71Q: 3 clusters Score -3.246327e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 262024 members 
Entering Unmasked Estep 
Score: -32463188.000000 Penalty: 6214.172363
	Iteration 72Q: 3 clusters Score -3.246319e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 262270 members 
Entering Unmasked Estep 
Score: -32463166.000000 Penalty: 6214.172363
	Iteration 73Q: 3 clusters Score -3.246317e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 262536 members 
Entering Unmasked Estep 
Score: -32463132.000000 Penalty: 6214.172363
	Iteration 74Q: 3 clusters Score -3.246313e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 262787 members 
Entering Unmasked Estep 
Score: -32463110.000000 Penalty: 6214.172363
	Iteration 75Q: 3 clusters Score -3.246311e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 262996 members 
Entering Unmasked Estep 
Score: -32463120.000000 Penalty: 6214.172363
	Iteration 76Q: 3 clusters Score -3.246312e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 263221 members 
Entering Unmasked Estep 
Score: -32463152.000000 Penalty: 6214.172363
	Iteration 77Q: 3 clusters Score -3.246315e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 263443 members 
Entering Unmasked Estep 
Score: -32463158.000000 Penalty: 6214.172363
	Iteration 78Q: 3 clusters Score -3.246316e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 263637 members 
Entering Unmasked Estep 
Score: -32463110.000000 Penalty: 6214.172363
	Iteration 79Q: 3 clusters Score -3.246311e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12278 members 
Mstep: Class 2 contains 263837 members 
Entering Unmasked Estep 
Score: -32463112.000000 Penalty: 6214.172363
	Iteration 80F: 3 clusters Score -3.246311e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12073 members 
Mstep: Class 2 contains 264042 members 
Entering Unmasked Estep 
Score: -32463116.000000 Penalty: 6214.172363
	Iteration 81Q: 3 clusters Score -3.246312e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11898 members 
Mstep: Class 2 contains 264217 members 
Entering Unmasked Estep 
Score: -32463088.000000 Penalty: 6214.172363
	Iteration 82Q: 3 clusters Score -3.246309e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 264391 members 
Entering Unmasked Estep 
Score: -32463090.000000 Penalty: 6214.172363
	Iteration 83Q: 3 clusters Score -3.246309e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11560 members 
Mstep: Class 2 contains 264555 members 
Entering Unmasked Estep 
Score: -32463066.000000 Penalty: 6214.172363
	Iteration 84Q: 3 clusters Score -3.246307e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11432 members 
Mstep: Class 2 contains 264683 members 
Entering Unmasked Estep 
Score: -32463074.000000 Penalty: 6214.172363
	Iteration 85Q: 3 clusters Score -3.246307e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 264810 members 
Entering Unmasked Estep 
Score: -32463062.000000 Penalty: 6214.172363
	Iteration 86Q: 3 clusters Score -3.246306e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 264926 members 
Entering Unmasked Estep 
Score: -32463128.000000 Penalty: 6214.172363
	Iteration 87Q: 3 clusters Score -3.246313e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 265045 members 
Entering Unmasked Estep 
Score: -32463094.000000 Penalty: 6214.172363
	Iteration 88Q: 3 clusters Score -3.246309e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10959 members 
Mstep: Class 2 contains 265156 members 
Entering Unmasked Estep 
Score: -32463104.000000 Penalty: 6214.172363
	Iteration 89Q: 3 clusters Score -3.24631e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 265271 members 
Entering Unmasked Estep 
Score: -32463124.000000 Penalty: 6214.172363
	Iteration 90Q: 3 clusters Score -3.246312e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 265381 members 
Entering Unmasked Estep 
Score: -32463090.000000 Penalty: 6214.172363
	Iteration 91Q: 3 clusters Score -3.246309e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 265486 members 
Entering Unmasked Estep 
Score: -32463080.000000 Penalty: 6214.172363
	Iteration 92Q: 3 clusters Score -3.246308e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 265595 members 
Entering Unmasked Estep 
Score: -32463046.000000 Penalty: 6214.172363
	Iteration 93Q: 3 clusters Score -3.246305e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10422 members 
Mstep: Class 2 contains 265693 members 
Entering Unmasked Estep 
Score: -32463038.000000 Penalty: 6214.172363
	Iteration 94Q: 3 clusters Score -3.246304e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 265780 members 
Entering Unmasked Estep 
Score: -32463022.000000 Penalty: 6214.172363
	Iteration 95Q: 3 clusters Score -3.246302e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 265859 members 
Entering Unmasked Estep 
Score: -32462996.000000 Penalty: 6214.172363
	Iteration 96Q: 3 clusters Score -3.2463e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10183 members 
Mstep: Class 2 contains 265932 members 
Entering Unmasked Estep 
Score: -32462970.000000 Penalty: 6214.172363
	Iteration 97Q: 3 clusters Score -3.246297e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 266007 members 
Entering Unmasked Estep 
Score: -32462950.000000 Penalty: 6214.172363
	Iteration 98Q: 3 clusters Score -3.246295e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 266069 members 
Entering Unmasked Estep 
Score: -32462970.000000 Penalty: 6214.172363
	Iteration 99Q: 3 clusters Score -3.246297e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9979 members 
Mstep: Class 2 contains 266136 members 
Entering Unmasked Estep 
Score: -32462938.000000 Penalty: 6214.172363
	Iteration 100F: 3 clusters Score -3.246294e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 266199 members 
Entering Unmasked Estep 
Score: -32462978.000000 Penalty: 6214.172363
	Iteration 101Q: 3 clusters Score -3.246298e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 266266 members 
Entering Unmasked Estep 
Score: -32462932.000000 Penalty: 6214.172363
	Iteration 102Q: 3 clusters Score -3.246293e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 266343 members 
Entering Unmasked Estep 
Score: -32462906.000000 Penalty: 6214.172363
	Iteration 103Q: 3 clusters Score -3.246291e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 266438 members 
Entering Unmasked Estep 
Score: -32462942.000000 Penalty: 6214.172363
	Iteration 104Q: 3 clusters Score -3.246294e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9574 members 
Mstep: Class 2 contains 266541 members 
Entering Unmasked Estep 
Score: -32462942.000000 Penalty: 6214.172363
	Iteration 105Q: 3 clusters Score -3.246294e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 266629 members 
Entering Unmasked Estep 
Score: -32462962.000000 Penalty: 6214.172363
	Iteration 106Q: 3 clusters Score -3.246296e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 266706 members 
Entering Unmasked Estep 
Score: -32462964.000000 Penalty: 6214.172363
	Iteration 107Q: 3 clusters Score -3.246296e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 266772 members 
Entering Unmasked Estep 
Score: -32462932.000000 Penalty: 6214.172363
	Iteration 108Q: 3 clusters Score -3.246293e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 266851 members 
Entering Unmasked Estep 
Score: -32462904.000000 Penalty: 6214.172363
	Iteration 109Q: 3 clusters Score -3.24629e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 266940 members 
Entering Unmasked Estep 
Score: -32462942.000000 Penalty: 6214.172363
	Iteration 110Q: 3 clusters Score -3.246294e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 267017 members 
Entering Unmasked Estep 
Score: -32462946.000000 Penalty: 6214.172363
	Iteration 111Q: 3 clusters Score -3.246295e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 267106 members 
Entering Unmasked Estep 
Score: -32462962.000000 Penalty: 6214.172363
	Iteration 112Q: 3 clusters Score -3.246296e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 267196 members 
Entering Unmasked Estep 
Score: -32462950.000000 Penalty: 6214.172363
	Iteration 113Q: 3 clusters Score -3.246295e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 267296 members 
Entering Unmasked Estep 
Score: -32462914.000000 Penalty: 6214.172363
	Iteration 114Q: 3 clusters Score -3.246291e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 267395 members 
Entering Unmasked Estep 
Score: -32462962.000000 Penalty: 6214.172363
	Iteration 115Q: 3 clusters Score -3.246296e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 267492 members 
Entering Unmasked Estep 
Score: -32462956.000000 Penalty: 6214.172363
	Iteration 116Q: 3 clusters Score -3.246296e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 267570 members 
Entering Unmasked Estep 
Score: -32462962.000000 Penalty: 6214.172363
	Iteration 117Q: 3 clusters Score -3.246296e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 267655 members 
Entering Unmasked Estep 
Score: -32462996.000000 Penalty: 6214.172363
	Iteration 118Q: 3 clusters Score -3.2463e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 267732 members 
Entering Unmasked Estep 
Score: -32462920.000000 Penalty: 6214.172363
	Iteration 119Q: 3 clusters Score -3.246292e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8311 members 
Mstep: Class 2 contains 267804 members 
Entering Unmasked Estep 
Score: -32462930.000000 Penalty: 6214.172363
	Iteration 120F: 3 clusters Score -3.246293e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 267874 members 
Entering Unmasked Estep 
Score: -32462912.000000 Penalty: 6214.172363
	Iteration 121Q: 3 clusters Score -3.246291e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 267937 members 
Entering Unmasked Estep 
Score: -32462884.000000 Penalty: 6214.172363
	Iteration 122Q: 3 clusters Score -3.246288e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 267998 members 
Entering Unmasked Estep 
Score: -32462902.000000 Penalty: 6214.172363
	Iteration 123Q: 3 clusters Score -3.24629e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 268048 members 
Entering Unmasked Estep 
Score: -32462908.000000 Penalty: 6214.172363
	Iteration 124Q: 3 clusters Score -3.246291e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 268097 members 
Entering Unmasked Estep 
Score: -32462912.000000 Penalty: 6214.172363
	Iteration 125Q: 3 clusters Score -3.246291e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 268153 members 
Entering Unmasked Estep 
Score: -32462902.000000 Penalty: 6214.172363
	Iteration 126Q: 3 clusters Score -3.24629e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 268215 members 
Entering Unmasked Estep 
Score: -32462866.000000 Penalty: 6214.172363
	Iteration 127Q: 3 clusters Score -3.246287e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7839 members 
Mstep: Class 2 contains 268276 members 
Entering Unmasked Estep 
Score: -32462834.000000 Penalty: 6214.172363
	Iteration 128Q: 3 clusters Score -3.246283e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7779 members 
Mstep: Class 2 contains 268336 members 
Entering Unmasked Estep 
Score: -32462820.000000 Penalty: 6214.172363
	Iteration 129Q: 3 clusters Score -3.246282e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7722 members 
Mstep: Class 2 contains 268393 members 
Entering Unmasked Estep 
Score: -32462854.000000 Penalty: 6214.172363
	Iteration 130Q: 3 clusters Score -3.246285e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 268452 members 
Entering Unmasked Estep 
Score: -32462824.000000 Penalty: 6214.172363
	Iteration 131Q: 3 clusters Score -3.246282e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 268519 members 
Entering Unmasked Estep 
Score: -32462778.000000 Penalty: 6214.172363
	Iteration 132Q: 3 clusters Score -3.246278e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 268574 members 
Entering Unmasked Estep 
Score: -32462780.000000 Penalty: 6214.172363
	Iteration 133Q: 3 clusters Score -3.246278e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 268628 members 
Entering Unmasked Estep 
Score: -32462784.000000 Penalty: 6214.172363
	Iteration 134Q: 3 clusters Score -3.246278e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 268672 members 
Entering Unmasked Estep 
Score: -32462760.000000 Penalty: 6214.172363
	Iteration 135Q: 3 clusters Score -3.246276e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 268706 members 
Entering Unmasked Estep 
Score: -32462788.000000 Penalty: 6214.172363
	Iteration 136Q: 3 clusters Score -3.246279e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 268741 members 
Entering Unmasked Estep 
Score: -32462774.000000 Penalty: 6214.172363
	Iteration 137Q: 3 clusters Score -3.246277e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 268771 members 
Entering Unmasked Estep 
Score: -32462774.000000 Penalty: 6214.172363
	Iteration 138Q: 3 clusters Score -3.246277e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 268800 members 
Entering Unmasked Estep 
Score: -32462774.000000 Penalty: 6214.172363
	Iteration 139Q: 3 clusters Score -3.246277e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 268828 members 
Entering Unmasked Estep 
Score: -32462756.000000 Penalty: 6214.172363
	Iteration 140F: 3 clusters Score -3.246276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 268856 members 
Entering Unmasked Estep 
Score: -32462758.000000 Penalty: 6214.172363
	Iteration 141Q: 3 clusters Score -3.246276e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 268893 members 
Entering Unmasked Estep 
Score: -32462770.000000 Penalty: 6214.172363
	Iteration 142Q: 3 clusters Score -3.246277e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 268920 members 
Entering Unmasked Estep 
Score: -32462750.000000 Penalty: 6214.172363
	Iteration 143Q: 3 clusters Score -3.246275e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 268949 members 
Entering Unmasked Estep 
Score: -32462756.000000 Penalty: 6214.172363
	Iteration 144Q: 3 clusters Score -3.246276e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 268967 members 
Entering Unmasked Estep 
Score: -32462756.000000 Penalty: 6214.172363
	Iteration 145Q: 3 clusters Score -3.246276e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 268992 members 
Entering Unmasked Estep 
Score: -32462786.000000 Penalty: 6214.172363
	Iteration 146Q: 3 clusters Score -3.246279e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 269016 members 
Entering Unmasked Estep 
Score: -32462766.000000 Penalty: 6214.172363
	Iteration 147Q: 3 clusters Score -3.246277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 269036 members 
Entering Unmasked Estep 
Score: -32462758.000000 Penalty: 6214.172363
	Iteration 148Q: 3 clusters Score -3.246276e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 269060 members 
Entering Unmasked Estep 
Score: -32462744.000000 Penalty: 6214.172363
	Iteration 149Q: 3 clusters Score -3.246274e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 269083 members 
Entering Unmasked Estep 
Score: -32462744.000000 Penalty: 6214.172363
	Iteration 150Q: 3 clusters Score -3.246274e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 269113 members 
Entering Unmasked Estep 
Score: -32462764.000000 Penalty: 6214.172363
	Iteration 151Q: 3 clusters Score -3.246276e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 269141 members 
Entering Unmasked Estep 
Score: -32462762.000000 Penalty: 6214.172363
	Iteration 152Q: 3 clusters Score -3.246276e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 269172 members 
Entering Unmasked Estep 
Score: -32462742.000000 Penalty: 6214.172363
	Iteration 153Q: 3 clusters Score -3.246274e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 269203 members 
Entering Unmasked Estep 
Score: -32462744.000000 Penalty: 6214.172363
	Iteration 154Q: 3 clusters Score -3.246274e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 269227 members 
Entering Unmasked Estep 
Score: -32462712.000000 Penalty: 6214.172363
	Iteration 155Q: 3 clusters Score -3.246271e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 269257 members 
Entering Unmasked Estep 
Score: -32462700.000000 Penalty: 6214.172363
	Iteration 156Q: 3 clusters Score -3.24627e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 269287 members 
Entering Unmasked Estep 
Score: -32462718.000000 Penalty: 6214.172363
	Iteration 157Q: 3 clusters Score -3.246272e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6804 members 
Mstep: Class 2 contains 269311 members 
Entering Unmasked Estep 
Score: -32462704.000000 Penalty: 6214.172363
	Iteration 158Q: 3 clusters Score -3.24627e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 269339 members 
Entering Unmasked Estep 
Score: -32462726.000000 Penalty: 6214.172363
	Iteration 159Q: 3 clusters Score -3.246273e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 269362 members 
Entering Unmasked Estep 
Score: -32462692.000000 Penalty: 6214.172363
	Iteration 160F: 3 clusters Score -3.246269e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 269390 members 
Entering Unmasked Estep 
Score: -32462674.000000 Penalty: 6214.172363
	Iteration 161Q: 3 clusters Score -3.246267e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 269431 members 
Entering Unmasked Estep 
Score: -32462692.000000 Penalty: 6214.172363
	Iteration 162Q: 3 clusters Score -3.246269e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 269468 members 
Entering Unmasked Estep 
Score: -32462680.000000 Penalty: 6214.172363
	Iteration 163Q: 3 clusters Score -3.246268e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 269509 members 
Entering Unmasked Estep 
Score: -32462660.000000 Penalty: 6214.172363
	Iteration 164Q: 3 clusters Score -3.246266e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 269543 members 
Entering Unmasked Estep 
Score: -32462674.000000 Penalty: 6214.172363
	Iteration 165Q: 3 clusters Score -3.246267e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 269580 members 
Entering Unmasked Estep 
Score: -32462644.000000 Penalty: 6214.172363
	Iteration 166Q: 3 clusters Score -3.246264e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 269610 members 
Entering Unmasked Estep 
Score: -32462608.000000 Penalty: 6214.172363
	Iteration 167Q: 3 clusters Score -3.246261e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 269638 members 
Entering Unmasked Estep 
Score: -32462610.000000 Penalty: 6214.172363
	Iteration 168Q: 3 clusters Score -3.246261e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 269678 members 
Entering Unmasked Estep 
Score: -32462610.000000 Penalty: 6214.172363
	Iteration 169Q: 3 clusters Score -3.246261e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 269710 members 
Entering Unmasked Estep 
Score: -32462638.000000 Penalty: 6214.172363
	Iteration 170Q: 3 clusters Score -3.246264e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 269738 members 
Entering Unmasked Estep 
Score: -32462640.000000 Penalty: 6214.172363
	Iteration 171Q: 3 clusters Score -3.246264e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 269777 members 
Entering Unmasked Estep 
Score: -32462588.000000 Penalty: 6214.172363
	Iteration 172Q: 3 clusters Score -3.246259e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6303 members 
Mstep: Class 2 contains 269812 members 
Entering Unmasked Estep 
Score: -32462604.000000 Penalty: 6214.172363
	Iteration 173Q: 3 clusters Score -3.24626e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 269837 members 
Entering Unmasked Estep 
Score: -32462598.000000 Penalty: 6214.172363
	Iteration 174Q: 3 clusters Score -3.24626e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 269866 members 
Entering Unmasked Estep 
Score: -32462586.000000 Penalty: 6214.172363
	Iteration 175Q: 3 clusters Score -3.246259e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 269887 members 
Entering Unmasked Estep 
Score: -32462596.000000 Penalty: 6214.172363
	Iteration 176Q: 3 clusters Score -3.24626e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 269904 members 
Entering Unmasked Estep 
Score: -32462606.000000 Penalty: 6214.172363
	Iteration 177Q: 3 clusters Score -3.246261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 269924 members 
Entering Unmasked Estep 
Score: -32462608.000000 Penalty: 6214.172363
	Iteration 178Q: 3 clusters Score -3.246261e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6171 members 
Mstep: Class 2 contains 269944 members 
Entering Unmasked Estep 
Score: -32462618.000000 Penalty: 6214.172363
	Iteration 179Q: 3 clusters Score -3.246262e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 269965 members 
Entering Unmasked Estep 
Score: -32462622.000000 Penalty: 6214.172363
	Iteration 180F: 3 clusters Score -3.246262e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 269990 members 
Entering Unmasked Estep 
Score: -32462630.000000 Penalty: 6214.172363
	Iteration 181Q: 3 clusters Score -3.246263e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 270018 members 
Entering Unmasked Estep 
Score: -32462626.000000 Penalty: 6214.172363
	Iteration 182Q: 3 clusters Score -3.246263e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 270054 members 
Entering Unmasked Estep 
Score: -32462644.000000 Penalty: 6214.172363
	Iteration 183Q: 3 clusters Score -3.246264e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 270100 members 
Entering Unmasked Estep 
Score: -32462610.000000 Penalty: 6214.172363
	Iteration 184Q: 3 clusters Score -3.246261e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 270134 members 
Entering Unmasked Estep 
Score: -32462648.000000 Penalty: 6214.172363
	Iteration 185Q: 3 clusters Score -3.246265e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5947 members 
Mstep: Class 2 contains 270168 members 
Entering Unmasked Estep 
Score: -32462580.000000 Penalty: 6214.172363
	Iteration 186Q: 3 clusters Score -3.246258e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 270193 members 
Entering Unmasked Estep 
Score: -32462554.000000 Penalty: 6214.172363
	Iteration 187Q: 3 clusters Score -3.246255e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 270216 members 
Entering Unmasked Estep 
Score: -32462590.000000 Penalty: 6214.172363
	Iteration 188Q: 3 clusters Score -3.246259e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 270238 members 
Entering Unmasked Estep 
Score: -32462560.000000 Penalty: 6214.172363
	Iteration 189Q: 3 clusters Score -3.246256e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5848 members 
Mstep: Class 2 contains 270267 members 
Entering Unmasked Estep 
Score: -32462552.000000 Penalty: 6214.172363
	Iteration 190Q: 3 clusters Score -3.246255e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 270290 members 
Entering Unmasked Estep 
Score: -32462536.000000 Penalty: 6214.172363
	Iteration 191Q: 3 clusters Score -3.246254e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 270319 members 
Entering Unmasked Estep 
Score: -32462546.000000 Penalty: 6214.172363
	Iteration 192Q: 3 clusters Score -3.246255e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 270347 members 
Entering Unmasked Estep 
Score: -32462538.000000 Penalty: 6214.172363
	Iteration 193Q: 3 clusters Score -3.246254e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 270380 members 
Entering Unmasked Estep 
Score: -32462506.000000 Penalty: 6214.172363
	Iteration 194Q: 3 clusters Score -3.246251e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 270400 members 
Entering Unmasked Estep 
Score: -32462512.000000 Penalty: 6214.172363
	Iteration 195Q: 3 clusters Score -3.246251e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 270423 members 
Entering Unmasked Estep 
Score: -32462500.000000 Penalty: 6214.172363
	Iteration 196Q: 3 clusters Score -3.24625e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 270450 members 
Entering Unmasked Estep 
Score: -32462498.000000 Penalty: 6214.172363
	Iteration 197Q: 3 clusters Score -3.24625e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 270481 members 
Entering Unmasked Estep 
Score: -32462492.000000 Penalty: 6214.172363
	Iteration 198Q: 3 clusters Score -3.246249e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 270504 members 
Entering Unmasked Estep 
Score: -32462476.000000 Penalty: 6214.172363
	Iteration 199Q: 3 clusters Score -3.246248e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 270527 members 
Entering Unmasked Estep 
Score: -32462462.000000 Penalty: 6214.172363
	Iteration 200F: 3 clusters Score -3.246246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 270550 members 
Entering Unmasked Estep 
Score: -32462468.000000 Penalty: 6214.172363
	Iteration 201Q: 3 clusters Score -3.246247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 270565 members 
Entering Unmasked Estep 
Score: -32462454.000000 Penalty: 6214.172363
	Iteration 202Q: 3 clusters Score -3.246245e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 270591 members 
Entering Unmasked Estep 
Score: -32462436.000000 Penalty: 6214.172363
	Iteration 203Q: 3 clusters Score -3.246244e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 270620 members 
Entering Unmasked Estep 
Score: -32462392.000000 Penalty: 6214.172363
	Iteration 204Q: 3 clusters Score -3.246239e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 270651 members 
Entering Unmasked Estep 
Score: -32462396.000000 Penalty: 6214.172363
	Iteration 205Q: 3 clusters Score -3.24624e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 270682 members 
Entering Unmasked Estep 
Score: -32462404.000000 Penalty: 6214.172363
	Iteration 206Q: 3 clusters Score -3.24624e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 270714 members 
Entering Unmasked Estep 
Score: -32462426.000000 Penalty: 6214.172363
	Iteration 207Q: 3 clusters Score -3.246243e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 270744 members 
Entering Unmasked Estep 
Score: -32462452.000000 Penalty: 6214.172363
	Iteration 208Q: 3 clusters Score -3.246245e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 270775 members 
Entering Unmasked Estep 
Score: -32462430.000000 Penalty: 6214.172363
	Iteration 209Q: 3 clusters Score -3.246243e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 270814 members 
Entering Unmasked Estep 
Score: -32462422.000000 Penalty: 6214.172363
	Iteration 210Q: 3 clusters Score -3.246242e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 270858 members 
Entering Unmasked Estep 
Score: -32462444.000000 Penalty: 6214.172363
	Iteration 211Q: 3 clusters Score -3.246244e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 270903 members 
Entering Unmasked Estep 
Score: -32462436.000000 Penalty: 6214.172363
	Iteration 212Q: 3 clusters Score -3.246244e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 270948 members 
Entering Unmasked Estep 
Score: -32462456.000000 Penalty: 6214.172363
	Iteration 213Q: 3 clusters Score -3.246246e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 270986 members 
Entering Unmasked Estep 
Score: -32462434.000000 Penalty: 6214.172363
	Iteration 214Q: 3 clusters Score -3.246243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 271022 members 
Entering Unmasked Estep 
Score: -32462406.000000 Penalty: 6214.172363
	Iteration 215Q: 3 clusters Score -3.246241e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 271056 members 
Entering Unmasked Estep 
Score: -32462390.000000 Penalty: 6214.172363
	Iteration 216Q: 3 clusters Score -3.246239e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 271080 members 
Entering Unmasked Estep 
Score: -32462388.000000 Penalty: 6214.172363
	Iteration 217Q: 3 clusters Score -3.246239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 271102 members 
Entering Unmasked Estep 
Score: -32462408.000000 Penalty: 6214.172363
	Iteration 218Q: 3 clusters Score -3.246241e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 271121 members 
Entering Unmasked Estep 
Score: -32462410.000000 Penalty: 6214.172363
	Iteration 219Q: 3 clusters Score -3.246241e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 271145 members 
Entering Unmasked Estep 
Score: -32462476.000000 Penalty: 6214.172363
	Iteration 220F: 3 clusters Score -3.246248e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 271160 members 
Entering Unmasked Estep 
Score: -32462474.000000 Penalty: 6214.172363
	Iteration 221Q: 3 clusters Score -3.246247e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 271176 members 
Entering Unmasked Estep 
Score: -32462462.000000 Penalty: 6214.172363
	Iteration 222Q: 3 clusters Score -3.246246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 271196 members 
Entering Unmasked Estep 
Score: -32462440.000000 Penalty: 6214.172363
	Iteration 223Q: 3 clusters Score -3.246244e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 271211 members 
Entering Unmasked Estep 
Score: -32462456.000000 Penalty: 6214.172363
	Iteration 224Q: 3 clusters Score -3.246246e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 271227 members 
Entering Unmasked Estep 
Score: -32462450.000000 Penalty: 6214.172363
	Iteration 225Q: 3 clusters Score -3.246245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 271247 members 
Entering Unmasked Estep 
Score: -32462450.000000 Penalty: 6214.172363
	Iteration 226Q: 3 clusters Score -3.246245e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 271269 members 
Entering Unmasked Estep 
Score: -32462448.000000 Penalty: 6214.172363
	Iteration 227Q: 3 clusters Score -3.246245e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 271295 members 
Entering Unmasked Estep 
Score: -32462436.000000 Penalty: 6214.172363
	Iteration 228Q: 3 clusters Score -3.246244e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 271319 members 
Entering Unmasked Estep 
Score: -32462448.000000 Penalty: 6214.172363
	Iteration 229Q: 3 clusters Score -3.246245e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 271346 members 
Entering Unmasked Estep 
Score: -32462428.000000 Penalty: 6214.172363
	Iteration 230Q: 3 clusters Score -3.246243e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 271366 members 
Entering Unmasked Estep 
Score: -32462470.000000 Penalty: 6214.172363
	Iteration 231Q: 3 clusters Score -3.246247e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 271385 members 
Entering Unmasked Estep 
Score: -32462428.000000 Penalty: 6214.172363
	Iteration 232Q: 3 clusters Score -3.246243e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 271401 members 
Entering Unmasked Estep 
Score: -32462438.000000 Penalty: 6214.172363
	Iteration 233Q: 3 clusters Score -3.246244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 271415 members 
Entering Unmasked Estep 
Score: -32462408.000000 Penalty: 6214.172363
	Iteration 234Q: 3 clusters Score -3.246241e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4688 members 
Mstep: Class 2 contains 271427 members 
Entering Unmasked Estep 
Score: -32462408.000000 Penalty: 6214.172363
	Iteration 235Q: 3 clusters Score -3.246241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 271441 members 
Entering Unmasked Estep 
Score: -32462396.000000 Penalty: 6214.172363
	Iteration 236Q: 3 clusters Score -3.24624e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 271458 members 
Entering Unmasked Estep 
Score: -32462410.000000 Penalty: 6214.172363
	Iteration 237Q: 3 clusters Score -3.246241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 271474 members 
Entering Unmasked Estep 
Score: -32462426.000000 Penalty: 6214.172363
	Iteration 238Q: 3 clusters Score -3.246243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 271488 members 
Entering Unmasked Estep 
Score: -32462416.000000 Penalty: 6214.172363
	Iteration 239Q: 3 clusters Score -3.246242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 271496 members 
Entering Unmasked Estep 
Score: -32462438.000000 Penalty: 6214.172363
	Iteration 240F: 3 clusters Score -3.246244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 271506 members 
Entering Unmasked Estep 
Score: -32462426.000000 Penalty: 6214.172363
	Iteration 241Q: 3 clusters Score -3.246243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 271518 members 
Entering Unmasked Estep 
Score: -32462444.000000 Penalty: 6214.172363
	Iteration 242Q: 3 clusters Score -3.246244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 271530 members 
Entering Unmasked Estep 
Score: -32462440.000000 Penalty: 6214.172363
	Iteration 243Q: 3 clusters Score -3.246244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 271540 members 
Entering Unmasked Estep 
Score: -32462430.000000 Penalty: 6214.172363
	Iteration 244Q: 3 clusters Score -3.246243e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 271555 members 
Entering Unmasked Estep 
Score: -32462420.000000 Penalty: 6214.172363
	Iteration 245Q: 3 clusters Score -3.246242e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 271566 members 
Entering Unmasked Estep 
Score: -32462428.000000 Penalty: 6214.172363
	Iteration 246Q: 3 clusters Score -3.246243e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 271574 members 
Entering Unmasked Estep 
Score: -32462418.000000 Penalty: 6214.172363
	Iteration 247Q: 3 clusters Score -3.246242e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 271587 members 
Entering Unmasked Estep 
Score: -32462446.000000 Penalty: 6214.172363
	Iteration 248Q: 3 clusters Score -3.246245e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 271607 members 
Entering Unmasked Estep 
Score: -32462386.000000 Penalty: 6214.172363
	Iteration 249Q: 3 clusters Score -3.246239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 271624 members 
Entering Unmasked Estep 
Score: -32462400.000000 Penalty: 6214.172363
	Iteration 250Q: 3 clusters Score -3.24624e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 271634 members 
Entering Unmasked Estep 
Score: -32462406.000000 Penalty: 6214.172363
	Iteration 251Q: 3 clusters Score -3.246241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 271640 members 
Entering Unmasked Estep 
Score: -32462410.000000 Penalty: 6214.172363
	Iteration 252Q: 3 clusters Score -3.246241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4467 members 
Mstep: Class 2 contains 271648 members 
Entering Unmasked Estep 
Score: -32462404.000000 Penalty: 6214.172363
	Iteration 253Q: 3 clusters Score -3.24624e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 271657 members 
Entering Unmasked Estep 
Score: -32462408.000000 Penalty: 6214.172363
	Iteration 254Q: 3 clusters Score -3.246241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 271669 members 
Entering Unmasked Estep 
Score: -32462438.000000 Penalty: 6214.172363
	Iteration 255Q: 3 clusters Score -3.246244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 271681 members 
Entering Unmasked Estep 
Score: -32462392.000000 Penalty: 6214.172363
	Iteration 256Q: 3 clusters Score -3.246239e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 271691 members 
Entering Unmasked Estep 
Score: -32462408.000000 Penalty: 6214.172363
	Iteration 257Q: 3 clusters Score -3.246241e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 271700 members 
Entering Unmasked Estep 
Score: -32462372.000000 Penalty: 6214.172363
	Iteration 258Q: 3 clusters Score -3.246237e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4408 members 
Mstep: Class 2 contains 271707 members 
Entering Unmasked Estep 
Score: -32462392.000000 Penalty: 6214.172363
	Iteration 259Q: 3 clusters Score -3.246239e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 271713 members 
Entering Unmasked Estep 
Score: -32462400.000000 Penalty: 6214.172363
	Iteration 260F: 3 clusters Score -3.24624e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 271722 members 
Entering Unmasked Estep 
Score: -32462438.000000 Penalty: 6214.172363
	Iteration 261Q: 3 clusters Score -3.246244e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 271730 members 
Entering Unmasked Estep 
Score: -32462452.000000 Penalty: 6214.172363
	Iteration 262Q: 3 clusters Score -3.246245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 271739 members 
Entering Unmasked Estep 
Score: -32462434.000000 Penalty: 6214.172363
	Iteration 263Q: 3 clusters Score -3.246243e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 271748 members 
Entering Unmasked Estep 
Score: -32462446.000000 Penalty: 6214.172363
	Iteration 264Q: 3 clusters Score -3.246245e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 271757 members 
Entering Unmasked Estep 
Score: -32462432.000000 Penalty: 6214.172363
	Iteration 265Q: 3 clusters Score -3.246243e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 271769 members 
Entering Unmasked Estep 
Score: -32462424.000000 Penalty: 6214.172363
	Iteration 266Q: 3 clusters Score -3.246242e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4327 members 
Mstep: Class 2 contains 271788 members 
Entering Unmasked Estep 
Score: -32462412.000000 Penalty: 6214.172363
	Iteration 267Q: 3 clusters Score -3.246241e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 271808 members 
Entering Unmasked Estep 
Score: -32462392.000000 Penalty: 6214.172363
	Iteration 268Q: 3 clusters Score -3.246239e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 271830 members 
Entering Unmasked Estep 
Score: -32462378.000000 Penalty: 6214.172363
	Iteration 269Q: 3 clusters Score -3.246238e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 271844 members 
Entering Unmasked Estep 
Score: -32462406.000000 Penalty: 6214.172363
	Iteration 270Q: 3 clusters Score -3.246241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 271854 members 
Entering Unmasked Estep 
Score: -32462406.000000 Penalty: 6214.172363
	Iteration 271Q: 3 clusters Score -3.246241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 271864 members 
Entering Unmasked Estep 
Score: -32462394.000000 Penalty: 6214.172363
	Iteration 272Q: 3 clusters Score -3.246239e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 271884 members 
Entering Unmasked Estep 
Score: -32462366.000000 Penalty: 6214.172363
	Iteration 273Q: 3 clusters Score -3.246237e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 271902 members 
Entering Unmasked Estep 
Score: -32462338.000000 Penalty: 6214.172363
	Iteration 274Q: 3 clusters Score -3.246234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 271918 members 
Entering Unmasked Estep 
Score: -32462350.000000 Penalty: 6214.172363
	Iteration 275Q: 3 clusters Score -3.246235e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 271924 members 
Entering Unmasked Estep 
Score: -32462344.000000 Penalty: 6214.172363
	Iteration 276Q: 3 clusters Score -3.246234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 271930 members 
Entering Unmasked Estep 
Score: -32462338.000000 Penalty: 6214.172363
	Iteration 277Q: 3 clusters Score -3.246234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 271936 members 
Entering Unmasked Estep 
Score: -32462336.000000 Penalty: 6214.172363
	Iteration 278Q: 3 clusters Score -3.246234e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 271945 members 
Entering Unmasked Estep 
Score: -32462330.000000 Penalty: 6214.172363
	Iteration 279Q: 3 clusters Score -3.246233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 271957 members 
Entering Unmasked Estep 
Score: -32462318.000000 Penalty: 6214.172363
	Iteration 280F: 3 clusters Score -3.246232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 271971 members 
Entering Unmasked Estep 
Score: -32462334.000000 Penalty: 6214.172363
	Iteration 281Q: 3 clusters Score -3.246233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4133 members 
Mstep: Class 2 contains 271982 members 
Entering Unmasked Estep 
Score: -32462310.000000 Penalty: 6214.172363
	Iteration 282Q: 3 clusters Score -3.246231e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 271999 members 
Entering Unmasked Estep 
Score: -32462328.000000 Penalty: 6214.172363
	Iteration 283Q: 3 clusters Score -3.246233e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 272015 members 
Entering Unmasked Estep 
Score: -32462334.000000 Penalty: 6214.172363
	Iteration 284Q: 3 clusters Score -3.246233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 272028 members 
Entering Unmasked Estep 
Score: -32462334.000000 Penalty: 6214.172363
	Iteration 285Q: 3 clusters Score -3.246233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 272040 members 
Entering Unmasked Estep 
Score: -32462300.000000 Penalty: 6214.172363
	Iteration 286Q: 3 clusters Score -3.24623e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 272052 members 
Entering Unmasked Estep 
Score: -32462300.000000 Penalty: 6214.172363
	Iteration 287Q: 3 clusters Score -3.24623e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 272065 members 
Entering Unmasked Estep 
Score: -32462320.000000 Penalty: 6214.172363
	Iteration 288Q: 3 clusters Score -3.246232e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 272074 members 
Entering Unmasked Estep 
Score: -32462320.000000 Penalty: 6214.172363
	Iteration 289Q: 3 clusters Score -3.246232e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 272077 members 
Entering Unmasked Estep 
Score: -32462322.000000 Penalty: 6214.172363
	Iteration 290Q: 3 clusters Score -3.246232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 272079 members 
Entering Unmasked Estep 
Score: -32462320.000000 Penalty: 6214.172363
	Iteration 291Q: 3 clusters Score -3.246232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 272081 members 
Entering Unmasked Estep 
Score: -32462314.000000 Penalty: 6214.172363
	Iteration 292Q: 3 clusters Score -3.246231e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 272084 members 
Entering Unmasked Estep 
Score: -32462316.000000 Penalty: 6214.172363
	Iteration 293Q: 3 clusters Score -3.246232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 272088 members 
Entering Unmasked Estep 
Score: -32462322.000000 Penalty: 6214.172363
	Iteration 294Q: 3 clusters Score -3.246232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 272092 members 
Entering Unmasked Estep 
Score: -32462314.000000 Penalty: 6214.172363
	Iteration 295Q: 3 clusters Score -3.246231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 272097 members 
Entering Unmasked Estep 
Score: -32462306.000000 Penalty: 6214.172363
	Iteration 296Q: 3 clusters Score -3.246231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 272102 members 
Entering Unmasked Estep 
Score: -32462334.000000 Penalty: 6214.172363
	Iteration 297Q: 3 clusters Score -3.246233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 272105 members 
Entering Unmasked Estep 
Score: -32462318.000000 Penalty: 6214.172363
	Iteration 298Q: 3 clusters Score -3.246232e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 272108 members 
Entering Unmasked Estep 
Score: -32462298.000000 Penalty: 6214.172363
	Iteration 299Q: 3 clusters Score -3.24623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 272115 members 
Entering Unmasked Estep 
Score: -32462330.000000 Penalty: 6214.172363
	Iteration 300F: 3 clusters Score -3.246233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 272118 members 
Entering Unmasked Estep 
Score: -32462318.000000 Penalty: 6214.172363
	Iteration 301Q: 3 clusters Score -3.246232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 272123 members 
Entering Unmasked Estep 
Score: -32462312.000000 Penalty: 6214.172363
	Iteration 302Q: 3 clusters Score -3.246231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 272130 members 
Entering Unmasked Estep 
Score: -32462320.000000 Penalty: 6214.172363
	Iteration 303Q: 3 clusters Score -3.246232e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 272132 members 
Entering Unmasked Estep 
Score: -32462308.000000 Penalty: 6214.172363
	Iteration 304Q: 3 clusters Score -3.246231e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 272136 members 
Entering Unmasked Estep 
Score: -32462332.000000 Penalty: 6214.172363
	Iteration 305Q: 3 clusters Score -3.246233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 272139 members 
Entering Unmasked Estep 
Score: -32462330.000000 Penalty: 6214.172363
	Iteration 306Q: 3 clusters Score -3.246233e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 272144 members 
Entering Unmasked Estep 
Score: -32462334.000000 Penalty: 6214.172363
	Iteration 307Q: 3 clusters Score -3.246233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 272155 members 
Entering Unmasked Estep 
Score: -32462334.000000 Penalty: 6214.172363
	Iteration 308Q: 3 clusters Score -3.246233e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 272167 members 
Entering Unmasked Estep 
Score: -32462312.000000 Penalty: 6214.172363
	Iteration 309Q: 3 clusters Score -3.246231e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 272178 members 
Entering Unmasked Estep 
Score: -32462306.000000 Penalty: 6214.172363
	Iteration 310Q: 3 clusters Score -3.246231e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3924 members 
Mstep: Class 2 contains 272191 members 
Entering Unmasked Estep 
Score: -32462316.000000 Penalty: 6214.172363
	Iteration 311Q: 3 clusters Score -3.246232e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 272203 members 
Entering Unmasked Estep 
Score: -32462318.000000 Penalty: 6214.172363
	Iteration 312Q: 3 clusters Score -3.246232e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 272209 members 
Entering Unmasked Estep 
Score: -32462318.000000 Penalty: 6214.172363
	Iteration 313Q: 3 clusters Score -3.246232e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 272219 members 
Entering Unmasked Estep 
Score: -32462314.000000 Penalty: 6214.172363
	Iteration 314Q: 3 clusters Score -3.246231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 272229 members 
Entering Unmasked Estep 
Score: -32462326.000000 Penalty: 6214.172363
	Iteration 315Q: 3 clusters Score -3.246233e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 272237 members 
Entering Unmasked Estep 
Score: -32462316.000000 Penalty: 6214.172363
	Iteration 316Q: 3 clusters Score -3.246232e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 272242 members 
Entering Unmasked Estep 
Score: -32462302.000000 Penalty: 6214.172363
	Iteration 317Q: 3 clusters Score -3.24623e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 272250 members 
Entering Unmasked Estep 
Score: -32462330.000000 Penalty: 6214.172363
	Iteration 318Q: 3 clusters Score -3.246233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 272253 members 
Entering Unmasked Estep 
Score: -32462326.000000 Penalty: 6214.172363
	Iteration 319Q: 3 clusters Score -3.246233e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 272256 members 
Entering Unmasked Estep 
Score: -32462340.000000 Penalty: 6214.172363
	Iteration 320F: 3 clusters Score -3.246234e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 272261 members 
Entering Unmasked Estep 
Score: -32462340.000000 Penalty: 6214.172363
	Iteration 321Q: 3 clusters Score -3.246234e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 272267 members 
Entering Unmasked Estep 
Score: -32462332.000000 Penalty: 6214.172363
	Iteration 322Q: 3 clusters Score -3.246233e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 272272 members 
Entering Unmasked Estep 
Score: -32462318.000000 Penalty: 6214.172363
	Iteration 323Q: 3 clusters Score -3.246232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 272276 members 
Entering Unmasked Estep 
Score: -32462314.000000 Penalty: 6214.172363
	Iteration 324Q: 3 clusters Score -3.246231e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 272283 members 
Entering Unmasked Estep 
Score: -32462314.000000 Penalty: 6214.172363
	Iteration 325Q: 3 clusters Score -3.246231e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 272288 members 
Entering Unmasked Estep 
Score: -32462324.000000 Penalty: 6214.172363
	Iteration 326Q: 3 clusters Score -3.246232e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 272292 members 
Entering Unmasked Estep 
Score: -32462346.000000 Penalty: 6214.172363
	Iteration 327Q: 3 clusters Score -3.246235e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 272301 members 
Entering Unmasked Estep 
Score: -32462344.000000 Penalty: 6214.172363
	Iteration 328Q: 3 clusters Score -3.246234e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 272305 members 
Entering Unmasked Estep 
Score: -32462310.000000 Penalty: 6214.172363
	Iteration 329Q: 3 clusters Score -3.246231e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3801 members 
Mstep: Class 2 contains 272314 members 
Entering Unmasked Estep 
Score: -32462308.000000 Penalty: 6214.172363
	Iteration 330Q: 3 clusters Score -3.246231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 272326 members 
Entering Unmasked Estep 
Score: -32462330.000000 Penalty: 6214.172363
	Iteration 331Q: 3 clusters Score -3.246233e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 272347 members 
Entering Unmasked Estep 
Score: -32462302.000000 Penalty: 6214.172363
	Iteration 332Q: 3 clusters Score -3.24623e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 272368 members 
Entering Unmasked Estep 
Score: -32462266.000000 Penalty: 6214.172363
	Iteration 333Q: 3 clusters Score -3.246227e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Mstep: Class 2 contains 272392 members 
Entering Unmasked Estep 
Score: -32462296.000000 Penalty: 6214.172363
	Iteration 334Q: 3 clusters Score -3.24623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 272408 members 
Entering Unmasked Estep 
Score: -32462276.000000 Penalty: 6214.172363
	Iteration 335Q: 3 clusters Score -3.246228e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 272432 members 
Entering Unmasked Estep 
Score: -32462346.000000 Penalty: 6214.172363
	Iteration 336Q: 3 clusters Score -3.246235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 272451 members 
Entering Unmasked Estep 
Score: -32462336.000000 Penalty: 6214.172363
	Iteration 337Q: 3 clusters Score -3.246234e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 272478 members 
Entering Unmasked Estep 
Score: -32462348.000000 Penalty: 6214.172363
	Iteration 338Q: 3 clusters Score -3.246235e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 272506 members 
Entering Unmasked Estep 
Score: -32462336.000000 Penalty: 6214.172363
	Iteration 339Q: 3 clusters Score -3.246234e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 272536 members 
Entering Unmasked Estep 
Score: -32462314.000000 Penalty: 6214.172363
	Iteration 340F: 3 clusters Score -3.246231e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 272558 members 
Entering Unmasked Estep 
Score: -32462296.000000 Penalty: 6214.172363
	Iteration 341Q: 3 clusters Score -3.24623e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 272582 members 
Entering Unmasked Estep 
Score: -32462270.000000 Penalty: 6214.172363
	Iteration 342Q: 3 clusters Score -3.246227e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 272600 members 
Entering Unmasked Estep 
Score: -32462274.000000 Penalty: 6214.172363
	Iteration 343Q: 3 clusters Score -3.246227e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 272615 members 
Entering Unmasked Estep 
Score: -32462246.000000 Penalty: 6214.172363
	Iteration 344Q: 3 clusters Score -3.246225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 272640 members 
Entering Unmasked Estep 
Score: -32462240.000000 Penalty: 6214.172363
	Iteration 345Q: 3 clusters Score -3.246224e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 272667 members 
Entering Unmasked Estep 
Score: -32462248.000000 Penalty: 6214.172363
	Iteration 346Q: 3 clusters Score -3.246225e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 272688 members 
Entering Unmasked Estep 
Score: -32462282.000000 Penalty: 6214.172363
	Iteration 347Q: 3 clusters Score -3.246228e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 272704 members 
Entering Unmasked Estep 
Score: -32462266.000000 Penalty: 6214.172363
	Iteration 348Q: 3 clusters Score -3.246227e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 272722 members 
Entering Unmasked Estep 
Score: -32462282.000000 Penalty: 6214.172363
	Iteration 349Q: 3 clusters Score -3.246228e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 272739 members 
Entering Unmasked Estep 
Score: -32462252.000000 Penalty: 6214.172363
	Iteration 350Q: 3 clusters Score -3.246225e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 272759 members 
Entering Unmasked Estep 
Score: -32462252.000000 Penalty: 6214.172363
	Iteration 351Q: 3 clusters Score -3.246225e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 272774 members 
Entering Unmasked Estep 
Score: -32462232.000000 Penalty: 6214.172363
	Iteration 352Q: 3 clusters Score -3.246223e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 272787 members 
Entering Unmasked Estep 
Score: -32462246.000000 Penalty: 6214.172363
	Iteration 353Q: 3 clusters Score -3.246225e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 272804 members 
Entering Unmasked Estep 
Score: -32462248.000000 Penalty: 6214.172363
	Iteration 354Q: 3 clusters Score -3.246225e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 272830 members 
Entering Unmasked Estep 
Score: -32462220.000000 Penalty: 6214.172363
	Iteration 355Q: 3 clusters Score -3.246222e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 272859 members 
Entering Unmasked Estep 
Score: -32462240.000000 Penalty: 6214.172363
	Iteration 356Q: 3 clusters Score -3.246224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 272885 members 
Entering Unmasked Estep 
Score: -32462254.000000 Penalty: 6214.172363
	Iteration 357Q: 3 clusters Score -3.246225e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 272913 members 
Entering Unmasked Estep 
Score: -32462246.000000 Penalty: 6214.172363
	Iteration 358Q: 3 clusters Score -3.246225e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 272939 members 
Entering Unmasked Estep 
Score: -32462240.000000 Penalty: 6214.172363
	Iteration 359Q: 3 clusters Score -3.246224e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 272958 members 
Entering Unmasked Estep 
Score: -32462226.000000 Penalty: 6214.172363
	Iteration 360F: 3 clusters Score -3.246223e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3132 members 
Mstep: Class 2 contains 272983 members 
Entering Unmasked Estep 
Score: -32462226.000000 Penalty: 6214.172363
	Iteration 361Q: 3 clusters Score -3.246223e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 273017 members 
Entering Unmasked Estep 
Score: -32462244.000000 Penalty: 6214.172363
	Iteration 362Q: 3 clusters Score -3.246224e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 273049 members 
Entering Unmasked Estep 
Score: -32462284.000000 Penalty: 6214.172363
	Iteration 363Q: 3 clusters Score -3.246228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 273076 members 
Entering Unmasked Estep 
Score: -32462272.000000 Penalty: 6214.172363
	Iteration 364Q: 3 clusters Score -3.246227e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 273104 members 
Entering Unmasked Estep 
Score: -32462270.000000 Penalty: 6214.172363
	Iteration 365Q: 3 clusters Score -3.246227e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 273135 members 
Entering Unmasked Estep 
Score: -32462282.000000 Penalty: 6214.172363
	Iteration 366Q: 3 clusters Score -3.246228e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 273169 members 
Entering Unmasked Estep 
Score: -32462276.000000 Penalty: 6214.172363
	Iteration 367Q: 3 clusters Score -3.246228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 273194 members 
Entering Unmasked Estep 
Score: -32462270.000000 Penalty: 6214.172363
	Iteration 368Q: 3 clusters Score -3.246227e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 273215 members 
Entering Unmasked Estep 
Score: -32462240.000000 Penalty: 6214.172363
	Iteration 369Q: 3 clusters Score -3.246224e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 273242 members 
Entering Unmasked Estep 
Score: -32462264.000000 Penalty: 6214.172363
	Iteration 370Q: 3 clusters Score -3.246226e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 273267 members 
Entering Unmasked Estep 
Score: -32462290.000000 Penalty: 6214.172363
	Iteration 371Q: 3 clusters Score -3.246229e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 273294 members 
Entering Unmasked Estep 
Score: -32462274.000000 Penalty: 6214.172363
	Iteration 372Q: 3 clusters Score -3.246227e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 273342 members 
Entering Unmasked Estep 
Score: -32462298.000000 Penalty: 6214.172363
	Iteration 373Q: 3 clusters Score -3.24623e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 273396 members 
Entering Unmasked Estep 
Score: -32462290.000000 Penalty: 6214.172363
	Iteration 374Q: 3 clusters Score -3.246229e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 273438 members 
Entering Unmasked Estep 
Score: -32462284.000000 Penalty: 6214.172363
	Iteration 375Q: 3 clusters Score -3.246228e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 273484 members 
Entering Unmasked Estep 
Score: -32462276.000000 Penalty: 6214.172363
	Iteration 376Q: 3 clusters Score -3.246228e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 273531 members 
Entering Unmasked Estep 
Score: -32462228.000000 Penalty: 6214.172363
	Iteration 377Q: 3 clusters Score -3.246223e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 273581 members 
Entering Unmasked Estep 
Score: -32462244.000000 Penalty: 6214.172363
	Iteration 378Q: 3 clusters Score -3.246224e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 273631 members 
Entering Unmasked Estep 
Score: -32462236.000000 Penalty: 6214.172363
	Iteration 379Q: 3 clusters Score -3.246224e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 273676 members 
Entering Unmasked Estep 
Score: -32462218.000000 Penalty: 6214.172363
	Iteration 380F: 3 clusters Score -3.246222e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 273722 members 
Entering Unmasked Estep 
Score: -32462206.000000 Penalty: 6214.172363
	Iteration 381Q: 3 clusters Score -3.246221e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 273769 members 
Entering Unmasked Estep 
Score: -32462204.000000 Penalty: 6214.172363
	Iteration 382Q: 3 clusters Score -3.24622e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 273805 members 
Entering Unmasked Estep 
Score: -32462206.000000 Penalty: 6214.172363
	Iteration 383Q: 3 clusters Score -3.246221e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 273846 members 
Entering Unmasked Estep 
Score: -32462178.000000 Penalty: 6214.172363
	Iteration 384Q: 3 clusters Score -3.246218e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 273873 members 
Entering Unmasked Estep 
Score: -32462152.000000 Penalty: 6214.172363
	Iteration 385Q: 3 clusters Score -3.246215e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 273911 members 
Entering Unmasked Estep 
Score: -32462156.000000 Penalty: 6214.172363
	Iteration 386Q: 3 clusters Score -3.246216e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 273945 members 
Entering Unmasked Estep 
Score: -32462134.000000 Penalty: 6214.172363
	Iteration 387Q: 3 clusters Score -3.246213e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 273987 members 
Entering Unmasked Estep 
Score: -32462130.000000 Penalty: 6214.172363
	Iteration 388Q: 3 clusters Score -3.246213e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 274019 members 
Entering Unmasked Estep 
Score: -32462126.000000 Penalty: 6214.172363
	Iteration 389Q: 3 clusters Score -3.246213e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 274047 members 
Entering Unmasked Estep 
Score: -32462112.000000 Penalty: 6214.172363
	Iteration 390Q: 3 clusters Score -3.246211e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 274077 members 
Entering Unmasked Estep 
Score: -32462096.000000 Penalty: 6214.172363
	Iteration 391Q: 3 clusters Score -3.24621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 274095 members 
Entering Unmasked Estep 
Score: -32462112.000000 Penalty: 6214.172363
	Iteration 392Q: 3 clusters Score -3.246211e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 274117 members 
Entering Unmasked Estep 
Score: -32462118.000000 Penalty: 6214.172363
	Iteration 393Q: 3 clusters Score -3.246212e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 274136 members 
Entering Unmasked Estep 
Score: -32462138.000000 Penalty: 6214.172363
	Iteration 394Q: 3 clusters Score -3.246214e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 274152 members 
Entering Unmasked Estep 
Score: -32462138.000000 Penalty: 6214.172363
	Iteration 395Q: 3 clusters Score -3.246214e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 274175 members 
Entering Unmasked Estep 
Score: -32462158.000000 Penalty: 6214.172363
	Iteration 396Q: 3 clusters Score -3.246216e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 274189 members 
Entering Unmasked Estep 
Score: -32462172.000000 Penalty: 6214.172363
	Iteration 397Q: 3 clusters Score -3.246217e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 274205 members 
Entering Unmasked Estep 
Score: -32462152.000000 Penalty: 6214.172363
	Iteration 398Q: 3 clusters Score -3.246215e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 274227 members 
Entering Unmasked Estep 
Score: -32462118.000000 Penalty: 6214.172363
	Iteration 399Q: 3 clusters Score -3.246212e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 274246 members 
Entering Unmasked Estep 
Score: -32462134.000000 Penalty: 6214.172363
	Iteration 400F: 3 clusters Score -3.246213e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 274263 members 
Entering Unmasked Estep 
Score: -32462128.000000 Penalty: 6214.172363
	Iteration 401Q: 3 clusters Score -3.246213e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 274292 members 
Entering Unmasked Estep 
Score: -32462150.000000 Penalty: 6214.172363
	Iteration 402Q: 3 clusters Score -3.246215e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 274310 members 
Entering Unmasked Estep 
Score: -32462104.000000 Penalty: 6214.172363
	Iteration 403Q: 3 clusters Score -3.24621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 274328 members 
Entering Unmasked Estep 
Score: -32462102.000000 Penalty: 6214.172363
	Iteration 404Q: 3 clusters Score -3.24621e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 274346 members 
Entering Unmasked Estep 
Score: -32462108.000000 Penalty: 6214.172363
	Iteration 405Q: 3 clusters Score -3.246211e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 274367 members 
Entering Unmasked Estep 
Score: -32462106.000000 Penalty: 6214.172363
	Iteration 406Q: 3 clusters Score -3.246211e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 274382 members 
Entering Unmasked Estep 
Score: -32462084.000000 Penalty: 6214.172363
	Iteration 407Q: 3 clusters Score -3.246208e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 274395 members 
Entering Unmasked Estep 
Score: -32462116.000000 Penalty: 6214.172363
	Iteration 408Q: 3 clusters Score -3.246212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 274405 members 
Entering Unmasked Estep 
Score: -32462134.000000 Penalty: 6214.172363
	Iteration 409Q: 3 clusters Score -3.246213e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 274420 members 
Entering Unmasked Estep 
Score: -32462126.000000 Penalty: 6214.172363
	Iteration 410Q: 3 clusters Score -3.246213e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 274432 members 
Entering Unmasked Estep 
Score: -32462124.000000 Penalty: 6214.172363
	Iteration 411Q: 3 clusters Score -3.246212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 274439 members 
Entering Unmasked Estep 
Score: -32462122.000000 Penalty: 6214.172363
	Iteration 412Q: 3 clusters Score -3.246212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 274448 members 
Entering Unmasked Estep 
Score: -32462130.000000 Penalty: 6214.172363
	Iteration 413Q: 3 clusters Score -3.246213e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 274453 members 
Entering Unmasked Estep 
Score: -32462130.000000 Penalty: 6214.172363
	Iteration 414Q: 3 clusters Score -3.246213e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 274459 members 
Entering Unmasked Estep 
Score: -32462148.000000 Penalty: 6214.172363
	Iteration 415Q: 3 clusters Score -3.246215e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 274470 members 
Entering Unmasked Estep 
Score: -32462146.000000 Penalty: 6214.172363
	Iteration 416Q: 3 clusters Score -3.246215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 274480 members 
Entering Unmasked Estep 
Score: -32462138.000000 Penalty: 6214.172363
	Iteration 417Q: 3 clusters Score -3.246214e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 274489 members 
Entering Unmasked Estep 
Score: -32462126.000000 Penalty: 6214.172363
	Iteration 418Q: 3 clusters Score -3.246213e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 274500 members 
Entering Unmasked Estep 
Score: -32462132.000000 Penalty: 6214.172363
	Iteration 419Q: 3 clusters Score -3.246213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 274512 members 
Entering Unmasked Estep 
Score: -32462114.000000 Penalty: 6214.172363
	Iteration 420F: 3 clusters Score -3.246211e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 274532 members 
Entering Unmasked Estep 
Score: -32462126.000000 Penalty: 6214.172363
	Iteration 421Q: 3 clusters Score -3.246213e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 274548 members 
Entering Unmasked Estep 
Score: -32462116.000000 Penalty: 6214.172363
	Iteration 422Q: 3 clusters Score -3.246212e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 274553 members 
Entering Unmasked Estep 
Score: -32462132.000000 Penalty: 6214.172363
	Iteration 423Q: 3 clusters Score -3.246213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 274562 members 
Entering Unmasked Estep 
Score: -32462120.000000 Penalty: 6214.172363
	Iteration 424Q: 3 clusters Score -3.246212e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 274570 members 
Entering Unmasked Estep 
Score: -32462140.000000 Penalty: 6214.172363
	Iteration 425Q: 3 clusters Score -3.246214e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 274585 members 
Entering Unmasked Estep 
Score: -32462152.000000 Penalty: 6214.172363
	Iteration 426Q: 3 clusters Score -3.246215e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 274596 members 
Entering Unmasked Estep 
Score: -32462148.000000 Penalty: 6214.172363
	Iteration 427Q: 3 clusters Score -3.246215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 274615 members 
Entering Unmasked Estep 
Score: -32462142.000000 Penalty: 6214.172363
	Iteration 428Q: 3 clusters Score -3.246214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 274625 members 
Entering Unmasked Estep 
Score: -32462112.000000 Penalty: 6214.172363
	Iteration 429Q: 3 clusters Score -3.246211e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 274632 members 
Entering Unmasked Estep 
Score: -32462150.000000 Penalty: 6214.172363
	Iteration 430Q: 3 clusters Score -3.246215e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 274638 members 
Entering Unmasked Estep 
Score: -32462174.000000 Penalty: 6214.172363
	Iteration 431Q: 3 clusters Score -3.246217e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 274640 members 
Entering Unmasked Estep 
Score: -32462160.000000 Penalty: 6214.172363
	Iteration 432Q: 3 clusters Score -3.246216e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 274642 members 
Entering Unmasked Estep 
Score: -32462132.000000 Penalty: 6214.172363
	Iteration 433Q: 3 clusters Score -3.246213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 274643 members 
Entering Unmasked Estep 
Score: -32462162.000000 Penalty: 6214.172363
	Iteration 434Q: 3 clusters Score -3.246216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 274646 members 
Entering Unmasked Estep 
Score: -32462154.000000 Penalty: 6214.172363
	Iteration 435Q: 3 clusters Score -3.246215e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 274647 members 
Entering Unmasked Estep 
Score: -32462174.000000 Penalty: 6214.172363
	Iteration 436Q: 3 clusters Score -3.246217e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 274652 members 
Entering Unmasked Estep 
Score: -32462176.000000 Penalty: 6214.172363
	Iteration 437Q: 3 clusters Score -3.246218e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 274654 members 
Entering Unmasked Estep 
Score: -32462158.000000 Penalty: 6214.172363
	Iteration 438Q: 3 clusters Score -3.246216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 274657 members 
Entering Unmasked Estep 
Score: -32462156.000000 Penalty: 6214.172363
	Iteration 439Q: 3 clusters Score -3.246216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 274660 members 
Entering Unmasked Estep 
Score: -32462160.000000 Penalty: 6214.172363
	Iteration 440F: 3 clusters Score -3.246216e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 274663 members 
Entering Unmasked Estep 
Score: -32462152.000000 Penalty: 6214.172363
	Iteration 441Q: 3 clusters Score -3.246215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 274667 members 
Entering Unmasked Estep 
Score: -32462146.000000 Penalty: 6214.172363
	Iteration 442Q: 3 clusters Score -3.246215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 274672 members 
Entering Unmasked Estep 
Score: -32462168.000000 Penalty: 6214.172363
	Iteration 443Q: 3 clusters Score -3.246217e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 274674 members 
Entering Unmasked Estep 
Score: -32462170.000000 Penalty: 6214.172363
	Iteration 444Q: 3 clusters Score -3.246217e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 274675 members 
Entering Unmasked Estep 
Score: -32462180.000000 Penalty: 6214.172363
	Iteration 445Q: 3 clusters Score -3.246218e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 274677 members 
Entering Unmasked Estep 
Score: -32462160.000000 Penalty: 6214.172363
	Iteration 446Q: 3 clusters Score -3.246216e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 274677 members 
Entering Unmasked Estep 
Score: -32462160.000000 Penalty: 6214.172363
	Iteration 447F: 3 clusters Score -3.246216e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81224 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81224 members 
Entering Unmasked Estep 
Score: -9290578.000000 Penalty: 2803.631592
	Iteration 0F: 2 clusters Score -9290578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40380 members 
Mstep: Class 2 contains 40844 members 
Entering Unmasked Estep 
Score: -9236207.000000 Penalty: 5607.263184
	Iteration 0F: 3 clusters Score -9236207 nChanged 38115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37935 members 
Mstep: Class 2 contains 43289 members 
Entering Unmasked Estep 
Score: -9257949.000000 Penalty: 5607.263184
	Iteration 1F: 3 clusters Score -9257949 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36298 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -9258917.000000 Penalty: 5607.263184
	Iteration 2Q: 3 clusters Score -9258917 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33918 members 
Mstep: Class 2 contains 47306 members 
Entering Unmasked Estep 
Score: -9260190.000000 Penalty: 5607.263184
	Iteration 3Q: 3 clusters Score -9260190 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30491 members 
Mstep: Class 2 contains 50733 members 
Entering Unmasked Estep 
Score: -9262010.000000 Penalty: 5607.263184
	Iteration 4Q: 3 clusters Score -9262010 nChanged 5049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 55496 members 
Entering Unmasked Estep 
Score: -9264956.000000 Penalty: 5607.263184
	Iteration 5F: 3 clusters Score -9264956 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 61568 members 
Entering Unmasked Estep 
Score: -9269603.000000 Penalty: 5607.263184
	Iteration 6F: 3 clusters Score -9269603 nChanged 6846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12838 members 
Mstep: Class 2 contains 68386 members 
Entering Unmasked Estep 
Score: -9275718.000000 Penalty: 5607.263184
	Iteration 7F: 3 clusters Score -9275718 nChanged 6017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6831 members 
Mstep: Class 2 contains 74393 members 
Entering Unmasked Estep 
Score: -9281625.000000 Penalty: 5607.263184
	Iteration 8F: 3 clusters Score -9281625 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 78269 members 
Entering Unmasked Estep 
Score: -9285502.000000 Penalty: 5607.263184
	Iteration 9Q: 3 clusters Score -9285502 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 80057 members 
Entering Unmasked Estep 
Score: -9287170.000000 Penalty: 5607.263184
	Iteration 10Q: 3 clusters Score -9287170 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 80633 members 
Entering Unmasked Estep 
Score: -9287771.000000 Penalty: 5607.263184
	Iteration 11Q: 3 clusters Score -9287771 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 80791 members 
Entering Unmasked Estep 
Score: -9287972.000000 Penalty: 5607.263184
	Iteration 12Q: 3 clusters Score -9287972 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 80856 members 
Entering Unmasked Estep 
Score: -9288041.000000 Penalty: 5607.263184
	Iteration 13Q: 3 clusters Score -9288041 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 80879 members 
Entering Unmasked Estep 
Score: -9288090.000000 Penalty: 5607.263184
	Iteration 14Q: 3 clusters Score -9288090 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 80900 members 
Entering Unmasked Estep 
Score: -9288112.000000 Penalty: 5607.263184
	Iteration 15Q: 3 clusters Score -9288112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 80913 members 
Entering Unmasked Estep 
Score: -9288134.000000 Penalty: 5607.263184
	Iteration 16Q: 3 clusters Score -9288134 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 80923 members 
Entering Unmasked Estep 
Score: -9288147.000000 Penalty: 5607.263184
	Iteration 17Q: 3 clusters Score -9288147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 80930 members 
Entering Unmasked Estep 
Score: -9288160.000000 Penalty: 5607.263184
	Iteration 18Q: 3 clusters Score -9288160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 80932 members 
Entering Unmasked Estep 
Score: -9288158.000000 Penalty: 5607.263184
	Iteration 19Q: 3 clusters Score -9288158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 80936 members 
Entering Unmasked Estep 
Score: -9288168.000000 Penalty: 5607.263184
	Iteration 20F: 3 clusters Score -9288168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 80942 members 
Entering Unmasked Estep 
Score: -9288180.000000 Penalty: 5607.263184
	Iteration 21Q: 3 clusters Score -9288180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -9288180.000000 Penalty: 5607.263184
	Iteration 22Q: 3 clusters Score -9288180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 80940 members 
Entering Unmasked Estep 
Score: -9288181.000000 Penalty: 5607.263184
	Iteration 23Q: 3 clusters Score -9288181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -9288190.000000 Penalty: 5607.263184
	Iteration 24Q: 3 clusters Score -9288190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 80941 members 
Entering Unmasked Estep 
Score: -9288190.000000 Penalty: 5607.263184
	Iteration 25F: 3 clusters Score -9288190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Entering Unmasked Estep 
Score: -1266720.625000 Penalty: 2313.991211
	Iteration 0F: 2 clusters Score -1266721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -1258250.125000 Penalty: 4627.982422
	Iteration 0F: 3 clusters Score -1258250 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -1261129.500000 Penalty: 4627.982422
	Iteration 1F: 3 clusters Score -1261130 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 6594 members 
Entering Unmasked Estep 
Score: -1261663.000000 Penalty: 4627.982422
	Iteration 2F: 3 clusters Score -1261663 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -1262178.625000 Penalty: 4627.982422
	Iteration 3F: 3 clusters Score -1262179 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1262651.250000 Penalty: 4627.982422
	Iteration 4F: 3 clusters Score -1262651 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 8165 members 
Entering Unmasked Estep 
Score: -1263193.625000 Penalty: 4627.982422
	Iteration 5F: 3 clusters Score -1263194 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -1263737.250000 Penalty: 4627.982422
	Iteration 6F: 3 clusters Score -1263737 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 9247 members 
Entering Unmasked Estep 
Score: -1264190.500000 Penalty: 4627.982422
	Iteration 7Q: 3 clusters Score -1264190 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1264589.750000 Penalty: 4627.982422
	Iteration 8Q: 3 clusters Score -1264590 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1264870.000000 Penalty: 4627.982422
	Iteration 9Q: 3 clusters Score -1264870 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1265070.000000 Penalty: 4627.982422
	Iteration 10Q: 3 clusters Score -1265070 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1265196.500000 Penalty: 4627.982422
	Iteration 11Q: 3 clusters Score -1265196 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1265283.000000 Penalty: 4627.982422
	Iteration 12Q: 3 clusters Score -1265283 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 10444 members 
Entering Unmasked Estep 
Score: -1265359.000000 Penalty: 4627.982422
	Iteration 13Q: 3 clusters Score -1265359 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -1265389.625000 Penalty: 4627.982422
	Iteration 14Q: 3 clusters Score -1265390 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1265403.125000 Penalty: 4627.982422
	Iteration 15Q: 3 clusters Score -1265403 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -1265410.125000 Penalty: 4627.982422
	Iteration 16Q: 3 clusters Score -1265410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -1265419.000000 Penalty: 4627.982422
	Iteration 17Q: 3 clusters Score -1265419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 10540 members 
Entering Unmasked Estep 
Score: -1265425.625000 Penalty: 4627.982422
	Iteration 18Q: 3 clusters Score -1265426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -1265429.250000 Penalty: 4627.982422
	Iteration 19Q: 3 clusters Score -1265429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -1265433.250000 Penalty: 4627.982422
	Iteration 20F: 3 clusters Score -1265433 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1265442.375000 Penalty: 4627.982422
	Iteration 21Q: 3 clusters Score -1265442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10570 members 
Entering Unmasked Estep 
Score: -1265446.500000 Penalty: 4627.982422
	Iteration 22Q: 3 clusters Score -1265446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -1265448.625000 Penalty: 4627.982422
	Iteration 23Q: 3 clusters Score -1265449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -1265454.750000 Penalty: 4627.982422
	Iteration 24Q: 3 clusters Score -1265455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 10593 members 
Entering Unmasked Estep 
Score: -1265457.750000 Penalty: 4627.982422
	Iteration 25Q: 3 clusters Score -1265458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -1265460.625000 Penalty: 4627.982422
	Iteration 26Q: 3 clusters Score -1265461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1265461.000000 Penalty: 4627.982422
	Iteration 27Q: 3 clusters Score -1265461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -1265461.000000 Penalty: 4627.982422
	Iteration 28F: 3 clusters Score -1265461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Entering Unmasked Estep 
Score: -947589.562500 Penalty: 2243.976562
	Iteration 0F: 2 clusters Score -947589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -940913.312500 Penalty: 4487.953125
	Iteration 0F: 3 clusters Score -940913.3 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -942721.312500 Penalty: 4487.953125
	Iteration 1F: 3 clusters Score -942721.3 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 4608 members 
Entering Unmasked Estep 
Score: -943045.812500 Penalty: 4487.953125
	Iteration 2F: 3 clusters Score -943045.8 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -943269.687500 Penalty: 4487.953125
	Iteration 3F: 3 clusters Score -943269.7 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -943477.375000 Penalty: 4487.953125
	Iteration 4Q: 3 clusters Score -943477.4 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -943696.625000 Penalty: 4487.953125
	Iteration 5Q: 3 clusters Score -943696.6 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -943958.687500 Penalty: 4487.953125
	Iteration 6Q: 3 clusters Score -943958.7 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -944335.187500 Penalty: 4487.953125
	Iteration 7F: 3 clusters Score -944335.2 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -944911.812500 Penalty: 4487.953125
	Iteration 8F: 3 clusters Score -944911.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -945449.125000 Penalty: 4487.953125
	Iteration 9F: 3 clusters Score -945449.1 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -945812.000000 Penalty: 4487.953125
	Iteration 10F: 3 clusters Score -945812 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -946051.937500 Penalty: 4487.953125
	Iteration 11Q: 3 clusters Score -946051.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -946206.187500 Penalty: 4487.953125
	Iteration 12Q: 3 clusters Score -946206.2 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -946289.312500 Penalty: 4487.953125
	Iteration 13Q: 3 clusters Score -946289.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -946337.937500 Penalty: 4487.953125
	Iteration 14Q: 3 clusters Score -946337.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -946363.062500 Penalty: 4487.953125
	Iteration 15Q: 3 clusters Score -946363.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -946376.875000 Penalty: 4487.953125
	Iteration 16Q: 3 clusters Score -946376.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -946385.437500 Penalty: 4487.953125
	Iteration 17Q: 3 clusters Score -946385.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -946386.687500 Penalty: 4487.953125
	Iteration 18Q: 3 clusters Score -946386.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 6957 members 
Entering Unmasked Estep 
Score: -946392.500000 Penalty: 4487.953125
	Iteration 19Q: 3 clusters Score -946392.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -946394.250000 Penalty: 4487.953125
	Iteration 20F: 3 clusters Score -946394.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 6978 members 
Entering Unmasked Estep 
Score: -946399.312500 Penalty: 4487.953125
	Iteration 21Q: 3 clusters Score -946399.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -946403.500000 Penalty: 4487.953125
	Iteration 22Q: 3 clusters Score -946403.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -946405.187500 Penalty: 4487.953125
	Iteration 23Q: 3 clusters Score -946405.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -946407.312500 Penalty: 4487.953125
	Iteration 24Q: 3 clusters Score -946407.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -946408.937500 Penalty: 4487.953125
	Iteration 25Q: 3 clusters Score -946408.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -946409.125000 Penalty: 4487.953125
	Iteration 26Q: 3 clusters Score -946409.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -946410.687500 Penalty: 4487.953125
	Iteration 27Q: 3 clusters Score -946410.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -946411.562500 Penalty: 4487.953125
	Iteration 28Q: 3 clusters Score -946411.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -946414.062500 Penalty: 4487.953125
	Iteration 29Q: 3 clusters Score -946414.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -946414.062500 Penalty: 4487.953125
	Iteration 30F: 3 clusters Score -946414.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19800 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19800 members 
Entering Unmasked Estep 
Score: -2223358.500000 Penalty: 2453.572510
	Iteration 0F: 2 clusters Score -2223358 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -2209330.000000 Penalty: 4907.145020
	Iteration 0F: 3 clusters Score -2209330 nChanged 8694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -2213855.250000 Penalty: 4907.145020
	Iteration 1F: 3 clusters Score -2213855 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2214221.500000 Penalty: 4907.145020
	Iteration 2F: 3 clusters Score -2214222 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -2214519.500000 Penalty: 4907.145020
	Iteration 3Q: 3 clusters Score -2214520 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2214774.500000 Penalty: 4907.145020
	Iteration 4Q: 3 clusters Score -2214774 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2215018.250000 Penalty: 4907.145020
	Iteration 5Q: 3 clusters Score -2215018 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -2215244.250000 Penalty: 4907.145020
	Iteration 6Q: 3 clusters Score -2215244 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2215512.250000 Penalty: 4907.145020
	Iteration 7Q: 3 clusters Score -2215512 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -2215839.750000 Penalty: 4907.145020
	Iteration 8Q: 3 clusters Score -2215840 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -2216226.000000 Penalty: 4907.145020
	Iteration 9Q: 3 clusters Score -2216226 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -2216631.750000 Penalty: 4907.145020
	Iteration 10Q: 3 clusters Score -2216632 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2217055.750000 Penalty: 4907.145020
	Iteration 11Q: 3 clusters Score -2217056 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 12700 members 
Entering Unmasked Estep 
Score: -2217501.250000 Penalty: 4907.145020
	Iteration 12Q: 3 clusters Score -2217501 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -2217993.250000 Penalty: 4907.145020
	Iteration 13Q: 3 clusters Score -2217993 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 13813 members 
Entering Unmasked Estep 
Score: -2218462.000000 Penalty: 4907.145020
	Iteration 14Q: 3 clusters Score -2218462 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -2218889.000000 Penalty: 4907.145020
	Iteration 15Q: 3 clusters Score -2218889 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -2219238.750000 Penalty: 4907.145020
	Iteration 16Q: 3 clusters Score -2219239 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4607 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -2219527.750000 Penalty: 4907.145020
	Iteration 17Q: 3 clusters Score -2219528 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -2219742.000000 Penalty: 4907.145020
	Iteration 18Q: 3 clusters Score -2219742 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -2219926.500000 Penalty: 4907.145020
	Iteration 19Q: 3 clusters Score -2219926 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2220100.500000 Penalty: 4907.145020
	Iteration 20F: 3 clusters Score -2220100 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2220256.000000 Penalty: 4907.145020
	Iteration 21Q: 3 clusters Score -2220256 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -2220394.500000 Penalty: 4907.145020
	Iteration 22Q: 3 clusters Score -2220394 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -2220542.000000 Penalty: 4907.145020
	Iteration 23Q: 3 clusters Score -2220542 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -2220665.500000 Penalty: 4907.145020
	Iteration 24Q: 3 clusters Score -2220666 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -2220772.000000 Penalty: 4907.145020
	Iteration 25Q: 3 clusters Score -2220772 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -2220862.000000 Penalty: 4907.145020
	Iteration 26Q: 3 clusters Score -2220862 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -2220947.500000 Penalty: 4907.145020
	Iteration 27Q: 3 clusters Score -2220948 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2221016.750000 Penalty: 4907.145020
	Iteration 28Q: 3 clusters Score -2221017 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -2221075.000000 Penalty: 4907.145020
	Iteration 29Q: 3 clusters Score -2221075 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 18057 members 
Entering Unmasked Estep 
Score: -2221133.250000 Penalty: 4907.145020
	Iteration 30Q: 3 clusters Score -2221133 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -2221180.750000 Penalty: 4907.145020
	Iteration 31Q: 3 clusters Score -2221181 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 18212 members 
Entering Unmasked Estep 
Score: -2221213.250000 Penalty: 4907.145020
	Iteration 32Q: 3 clusters Score -2221213 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -2221241.000000 Penalty: 4907.145020
	Iteration 33Q: 3 clusters Score -2221241 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 18315 members 
Entering Unmasked Estep 
Score: -2221258.000000 Penalty: 4907.145020
	Iteration 34Q: 3 clusters Score -2221258 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 18369 members 
Entering Unmasked Estep 
Score: -2221280.250000 Penalty: 4907.145020
	Iteration 35Q: 3 clusters Score -2221280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 18415 members 
Entering Unmasked Estep 
Score: -2221299.000000 Penalty: 4907.145020
	Iteration 36Q: 3 clusters Score -2221299 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2221316.500000 Penalty: 4907.145020
	Iteration 37Q: 3 clusters Score -2221316 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 18483 members 
Entering Unmasked Estep 
Score: -2221326.500000 Penalty: 4907.145020
	Iteration 38Q: 3 clusters Score -2221326 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -2221344.500000 Penalty: 4907.145020
	Iteration 39Q: 3 clusters Score -2221344 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 18537 members 
Entering Unmasked Estep 
Score: -2221353.500000 Penalty: 4907.145020
	Iteration 40F: 3 clusters Score -2221354 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 18549 members 
Entering Unmasked Estep 
Score: -2221361.750000 Penalty: 4907.145020
	Iteration 41Q: 3 clusters Score -2221362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -2221368.750000 Penalty: 4907.145020
	Iteration 42Q: 3 clusters Score -2221369 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -2221373.000000 Penalty: 4907.145020
	Iteration 43Q: 3 clusters Score -2221373 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 18595 members 
Entering Unmasked Estep 
Score: -2221376.250000 Penalty: 4907.145020
	Iteration 44Q: 3 clusters Score -2221376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
Score: -2221380.000000 Penalty: 4907.145020
	Iteration 45Q: 3 clusters Score -2221380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 18609 members 
Entering Unmasked Estep 
Score: -2221382.250000 Penalty: 4907.145020
	Iteration 46Q: 3 clusters Score -2221382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -2221386.000000 Penalty: 4907.145020
	Iteration 47Q: 3 clusters Score -2221386 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -2221385.000000 Penalty: 4907.145020
	Iteration 48Q: 3 clusters Score -2221385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -2221383.750000 Penalty: 4907.145020
	Iteration 49Q: 3 clusters Score -2221384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2221384.750000 Penalty: 4907.145020
	Iteration 50Q: 3 clusters Score -2221385 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 18621 members 
Entering Unmasked Estep 
Score: -2221384.750000 Penalty: 4907.145020
	Iteration 51F: 3 clusters Score -2221385 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157086 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157086 members 
Entering Unmasked Estep 
Score: -18467128.000000 Penalty: 2967.208252
	Iteration 0F: 2 clusters Score -1.846713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 78541 members 
Entering Unmasked Estep 
Score: -18362766.000000 Penalty: 5934.416504
	Iteration 0F: 3 clusters Score -1.836277e+07 nChanged 75163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77758 members 
Mstep: Class 2 contains 79328 members 
Entering Unmasked Estep 
Score: -18406338.000000 Penalty: 5934.416504
	Iteration 1F: 3 clusters Score -1.840634e+07 nChanged 4303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77207 members 
Mstep: Class 2 contains 79879 members 
Entering Unmasked Estep 
Score: -18407358.000000 Penalty: 5934.416504
	Iteration 2Q: 3 clusters Score -1.840736e+07 nChanged 4421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76384 members 
Mstep: Class 2 contains 80702 members 
Entering Unmasked Estep 
Score: -18408480.000000 Penalty: 5934.416504
	Iteration 3Q: 3 clusters Score -1.840848e+07 nChanged 5154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75298 members 
Mstep: Class 2 contains 81788 members 
Entering Unmasked Estep 
Score: -18410268.000000 Penalty: 5934.416504
	Iteration 4Q: 3 clusters Score -1.841027e+07 nChanged 6424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73824 members 
Mstep: Class 2 contains 83262 members 
Entering Unmasked Estep 
Score: -18413568.000000 Penalty: 5934.416504
	Iteration 5Q: 3 clusters Score -1.841357e+07 nChanged 8411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71251 members 
Mstep: Class 2 contains 85835 members 
Entering Unmasked Estep 
Score: -18418940.000000 Penalty: 5934.416504
	Iteration 6F: 3 clusters Score -1.841894e+07 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67312 members 
Mstep: Class 2 contains 89774 members 
Entering Unmasked Estep 
Score: -18426754.000000 Penalty: 5934.416504
	Iteration 7F: 3 clusters Score -1.842675e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62512 members 
Mstep: Class 2 contains 94574 members 
Entering Unmasked Estep 
Score: -18436668.000000 Penalty: 5934.416504
	Iteration 8F: 3 clusters Score -1.843667e+07 nChanged 11288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57952 members 
Mstep: Class 2 contains 99134 members 
Entering Unmasked Estep 
Score: -18445202.000000 Penalty: 5934.416504
	Iteration 9F: 3 clusters Score -1.84452e+07 nChanged 8332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 102552 members 
Entering Unmasked Estep 
Score: -18449934.000000 Penalty: 5934.416504
	Iteration 10F: 3 clusters Score -1.844993e+07 nChanged 5262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 105574 members 
Entering Unmasked Estep 
Score: -18452636.000000 Penalty: 5934.416504
	Iteration 11Q: 3 clusters Score -1.845264e+07 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48441 members 
Mstep: Class 2 contains 108645 members 
Entering Unmasked Estep 
Score: -18454580.000000 Penalty: 5934.416504
	Iteration 12Q: 3 clusters Score -1.845458e+07 nChanged 3411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45468 members 
Mstep: Class 2 contains 111618 members 
Entering Unmasked Estep 
Score: -18456488.000000 Penalty: 5934.416504
	Iteration 13Q: 3 clusters Score -1.845649e+07 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 114461 members 
Entering Unmasked Estep 
Score: -18458416.000000 Penalty: 5934.416504
	Iteration 14Q: 3 clusters Score -1.845842e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 117012 members 
Entering Unmasked Estep 
Score: -18460046.000000 Penalty: 5934.416504
	Iteration 15Q: 3 clusters Score -1.846005e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37904 members 
Mstep: Class 2 contains 119182 members 
Entering Unmasked Estep 
Score: -18461140.000000 Penalty: 5934.416504
	Iteration 16Q: 3 clusters Score -1.846114e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35957 members 
Mstep: Class 2 contains 121129 members 
Entering Unmasked Estep 
Score: -18462040.000000 Penalty: 5934.416504
	Iteration 17Q: 3 clusters Score -1.846204e+07 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34179 members 
Mstep: Class 2 contains 122907 members 
Entering Unmasked Estep 
Score: -18462746.000000 Penalty: 5934.416504
	Iteration 18Q: 3 clusters Score -1.846275e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 124517 members 
Entering Unmasked Estep 
Score: -18463214.000000 Penalty: 5934.416504
	Iteration 19Q: 3 clusters Score -1.846321e+07 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 126011 members 
Entering Unmasked Estep 
Score: -18463600.000000 Penalty: 5934.416504
	Iteration 20F: 3 clusters Score -1.84636e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29684 members 
Mstep: Class 2 contains 127402 members 
Entering Unmasked Estep 
Score: -18463968.000000 Penalty: 5934.416504
	Iteration 21Q: 3 clusters Score -1.846397e+07 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 128766 members 
Entering Unmasked Estep 
Score: -18464320.000000 Penalty: 5934.416504
	Iteration 22Q: 3 clusters Score -1.846432e+07 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 130066 members 
Entering Unmasked Estep 
Score: -18464724.000000 Penalty: 5934.416504
	Iteration 23Q: 3 clusters Score -1.846472e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25800 members 
Mstep: Class 2 contains 131286 members 
Entering Unmasked Estep 
Score: -18465082.000000 Penalty: 5934.416504
	Iteration 24Q: 3 clusters Score -1.846508e+07 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 132461 members 
Entering Unmasked Estep 
Score: -18465294.000000 Penalty: 5934.416504
	Iteration 25Q: 3 clusters Score -1.846529e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 133554 members 
Entering Unmasked Estep 
Score: -18465506.000000 Penalty: 5934.416504
	Iteration 26Q: 3 clusters Score -1.846551e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 134599 members 
Entering Unmasked Estep 
Score: -18465820.000000 Penalty: 5934.416504
	Iteration 27Q: 3 clusters Score -1.846582e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 135576 members 
Entering Unmasked Estep 
Score: -18465968.000000 Penalty: 5934.416504
	Iteration 28Q: 3 clusters Score -1.846597e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 136465 members 
Entering Unmasked Estep 
Score: -18466108.000000 Penalty: 5934.416504
	Iteration 29Q: 3 clusters Score -1.846611e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19788 members 
Mstep: Class 2 contains 137298 members 
Entering Unmasked Estep 
Score: -18466278.000000 Penalty: 5934.416504
	Iteration 30Q: 3 clusters Score -1.846628e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 138036 members 
Entering Unmasked Estep 
Score: -18466386.000000 Penalty: 5934.416504
	Iteration 31Q: 3 clusters Score -1.846639e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 138713 members 
Entering Unmasked Estep 
Score: -18466530.000000 Penalty: 5934.416504
	Iteration 32Q: 3 clusters Score -1.846653e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 139330 members 
Entering Unmasked Estep 
Score: -18466692.000000 Penalty: 5934.416504
	Iteration 33Q: 3 clusters Score -1.846669e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 139908 members 
Entering Unmasked Estep 
Score: -18466738.000000 Penalty: 5934.416504
	Iteration 34Q: 3 clusters Score -1.846674e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 140400 members 
Entering Unmasked Estep 
Score: -18466816.000000 Penalty: 5934.416504
	Iteration 35Q: 3 clusters Score -1.846682e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 140846 members 
Entering Unmasked Estep 
Score: -18466874.000000 Penalty: 5934.416504
	Iteration 36Q: 3 clusters Score -1.846687e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 141263 members 
Entering Unmasked Estep 
Score: -18466894.000000 Penalty: 5934.416504
	Iteration 37Q: 3 clusters Score -1.846689e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 141636 members 
Entering Unmasked Estep 
Score: -18467008.000000 Penalty: 5934.416504
	Iteration 38Q: 3 clusters Score -1.846701e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15097 members 
Mstep: Class 2 contains 141989 members 
Entering Unmasked Estep 
Score: -18467086.000000 Penalty: 5934.416504
	Iteration 39Q: 3 clusters Score -1.846709e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 142309 members 
Entering Unmasked Estep 
Score: -18467096.000000 Penalty: 5934.416504
	Iteration 40F: 3 clusters Score -1.84671e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 142646 members 
Entering Unmasked Estep 
Score: -18467136.000000 Penalty: 5934.416504
	Iteration 41Q: 3 clusters Score -1.846714e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14095 members 
Mstep: Class 2 contains 142991 members 
Entering Unmasked Estep 
Score: -18467212.000000 Penalty: 5934.416504
	Iteration 42Q: 3 clusters Score -1.846721e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13793 members 
Mstep: Class 2 contains 143293 members 
Entering Unmasked Estep 
Score: -18467172.000000 Penalty: 5934.416504
	Iteration 43Q: 3 clusters Score -1.846717e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 143574 members 
Entering Unmasked Estep 
Score: -18467168.000000 Penalty: 5934.416504
	Iteration 44Q: 3 clusters Score -1.846717e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 143842 members 
Entering Unmasked Estep 
Score: -18467244.000000 Penalty: 5934.416504
	Iteration 45Q: 3 clusters Score -1.846724e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13022 members 
Mstep: Class 2 contains 144064 members 
Entering Unmasked Estep 
Score: -18467246.000000 Penalty: 5934.416504
	Iteration 46Q: 3 clusters Score -1.846725e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 144263 members 
Entering Unmasked Estep 
Score: -18467274.000000 Penalty: 5934.416504
	Iteration 47Q: 3 clusters Score -1.846727e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 144456 members 
Entering Unmasked Estep 
Score: -18467280.000000 Penalty: 5934.416504
	Iteration 48Q: 3 clusters Score -1.846728e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12455 members 
Mstep: Class 2 contains 144631 members 
Entering Unmasked Estep 
Score: -18467300.000000 Penalty: 5934.416504
	Iteration 49Q: 3 clusters Score -1.84673e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 144790 members 
Entering Unmasked Estep 
Score: -18467306.000000 Penalty: 5934.416504
	Iteration 50Q: 3 clusters Score -1.846731e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 144938 members 
Entering Unmasked Estep 
Score: -18467356.000000 Penalty: 5934.416504
	Iteration 51Q: 3 clusters Score -1.846736e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11996 members 
Mstep: Class 2 contains 145090 members 
Entering Unmasked Estep 
Score: -18467364.000000 Penalty: 5934.416504
	Iteration 52Q: 3 clusters Score -1.846736e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 145243 members 
Entering Unmasked Estep 
Score: -18467350.000000 Penalty: 5934.416504
	Iteration 53Q: 3 clusters Score -1.846735e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11670 members 
Mstep: Class 2 contains 145416 members 
Entering Unmasked Estep 
Score: -18467342.000000 Penalty: 5934.416504
	Iteration 54Q: 3 clusters Score -1.846734e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 145565 members 
Entering Unmasked Estep 
Score: -18467346.000000 Penalty: 5934.416504
	Iteration 55Q: 3 clusters Score -1.846735e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11377 members 
Mstep: Class 2 contains 145709 members 
Entering Unmasked Estep 
Score: -18467368.000000 Penalty: 5934.416504
	Iteration 56Q: 3 clusters Score -1.846737e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11242 members 
Mstep: Class 2 contains 145844 members 
Entering Unmasked Estep 
Score: -18467356.000000 Penalty: 5934.416504
	Iteration 57Q: 3 clusters Score -1.846736e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 145977 members 
Entering Unmasked Estep 
Score: -18467428.000000 Penalty: 5934.416504
	Iteration 58Q: 3 clusters Score -1.846743e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 146094 members 
Entering Unmasked Estep 
Score: -18467460.000000 Penalty: 5934.416504
	Iteration 59Q: 3 clusters Score -1.846746e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 146195 members 
Entering Unmasked Estep 
Score: -18467488.000000 Penalty: 5934.416504
	Iteration 60F: 3 clusters Score -1.846749e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 146297 members 
Entering Unmasked Estep 
Score: -18467464.000000 Penalty: 5934.416504
	Iteration 61Q: 3 clusters Score -1.846746e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 146402 members 
Entering Unmasked Estep 
Score: -18467472.000000 Penalty: 5934.416504
	Iteration 62Q: 3 clusters Score -1.846747e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 146496 members 
Entering Unmasked Estep 
Score: -18467472.000000 Penalty: 5934.416504
	Iteration 63Q: 3 clusters Score -1.846747e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 146593 members 
Entering Unmasked Estep 
Score: -18467496.000000 Penalty: 5934.416504
	Iteration 64Q: 3 clusters Score -1.84675e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 146686 members 
Entering Unmasked Estep 
Score: -18467458.000000 Penalty: 5934.416504
	Iteration 65Q: 3 clusters Score -1.846746e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 146787 members 
Entering Unmasked Estep 
Score: -18467446.000000 Penalty: 5934.416504
	Iteration 66Q: 3 clusters Score -1.846745e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 146878 members 
Entering Unmasked Estep 
Score: -18467460.000000 Penalty: 5934.416504
	Iteration 67Q: 3 clusters Score -1.846746e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10126 members 
Mstep: Class 2 contains 146960 members 
Entering Unmasked Estep 
Score: -18467480.000000 Penalty: 5934.416504
	Iteration 68Q: 3 clusters Score -1.846748e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 147053 members 
Entering Unmasked Estep 
Score: -18467506.000000 Penalty: 5934.416504
	Iteration 69Q: 3 clusters Score -1.846751e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 147152 members 
Entering Unmasked Estep 
Score: -18467520.000000 Penalty: 5934.416504
	Iteration 70Q: 3 clusters Score -1.846752e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 147250 members 
Entering Unmasked Estep 
Score: -18467500.000000 Penalty: 5934.416504
	Iteration 71Q: 3 clusters Score -1.84675e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9737 members 
Mstep: Class 2 contains 147349 members 
Entering Unmasked Estep 
Score: -18467514.000000 Penalty: 5934.416504
	Iteration 72Q: 3 clusters Score -1.846751e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 147439 members 
Entering Unmasked Estep 
Score: -18467518.000000 Penalty: 5934.416504
	Iteration 73Q: 3 clusters Score -1.846752e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 147529 members 
Entering Unmasked Estep 
Score: -18467500.000000 Penalty: 5934.416504
	Iteration 74Q: 3 clusters Score -1.84675e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 147609 members 
Entering Unmasked Estep 
Score: -18467502.000000 Penalty: 5934.416504
	Iteration 75Q: 3 clusters Score -1.84675e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 147678 members 
Entering Unmasked Estep 
Score: -18467512.000000 Penalty: 5934.416504
	Iteration 76Q: 3 clusters Score -1.846751e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 147742 members 
Entering Unmasked Estep 
Score: -18467504.000000 Penalty: 5934.416504
	Iteration 77Q: 3 clusters Score -1.84675e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 147807 members 
Entering Unmasked Estep 
Score: -18467484.000000 Penalty: 5934.416504
	Iteration 78Q: 3 clusters Score -1.846748e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 147867 members 
Entering Unmasked Estep 
Score: -18467486.000000 Penalty: 5934.416504
	Iteration 79Q: 3 clusters Score -1.846749e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 147938 members 
Entering Unmasked Estep 
Score: -18467502.000000 Penalty: 5934.416504
	Iteration 80F: 3 clusters Score -1.84675e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 148026 members 
Entering Unmasked Estep 
Score: -18467488.000000 Penalty: 5934.416504
	Iteration 81Q: 3 clusters Score -1.846749e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 148102 members 
Entering Unmasked Estep 
Score: -18467494.000000 Penalty: 5934.416504
	Iteration 82Q: 3 clusters Score -1.846749e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 148178 members 
Entering Unmasked Estep 
Score: -18467494.000000 Penalty: 5934.416504
	Iteration 83Q: 3 clusters Score -1.846749e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 148244 members 
Entering Unmasked Estep 
Score: -18467484.000000 Penalty: 5934.416504
	Iteration 84Q: 3 clusters Score -1.846748e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 148305 members 
Entering Unmasked Estep 
Score: -18467486.000000 Penalty: 5934.416504
	Iteration 85Q: 3 clusters Score -1.846749e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 148382 members 
Entering Unmasked Estep 
Score: -18467472.000000 Penalty: 5934.416504
	Iteration 86Q: 3 clusters Score -1.846747e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 148458 members 
Entering Unmasked Estep 
Score: -18467480.000000 Penalty: 5934.416504
	Iteration 87Q: 3 clusters Score -1.846748e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 148525 members 
Entering Unmasked Estep 
Score: -18467486.000000 Penalty: 5934.416504
	Iteration 88Q: 3 clusters Score -1.846749e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 148578 members 
Entering Unmasked Estep 
Score: -18467496.000000 Penalty: 5934.416504
	Iteration 89Q: 3 clusters Score -1.84675e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 148627 members 
Entering Unmasked Estep 
Score: -18467496.000000 Penalty: 5934.416504
	Iteration 90Q: 3 clusters Score -1.84675e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 148672 members 
Entering Unmasked Estep 
Score: -18467488.000000 Penalty: 5934.416504
	Iteration 91Q: 3 clusters Score -1.846749e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 148728 members 
Entering Unmasked Estep 
Score: -18467484.000000 Penalty: 5934.416504
	Iteration 92Q: 3 clusters Score -1.846748e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 148774 members 
Entering Unmasked Estep 
Score: -18467488.000000 Penalty: 5934.416504
	Iteration 93Q: 3 clusters Score -1.846749e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 148815 members 
Entering Unmasked Estep 
Score: -18467476.000000 Penalty: 5934.416504
	Iteration 94Q: 3 clusters Score -1.846748e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 148861 members 
Entering Unmasked Estep 
Score: -18467480.000000 Penalty: 5934.416504
	Iteration 95Q: 3 clusters Score -1.846748e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 148906 members 
Entering Unmasked Estep 
Score: -18467482.000000 Penalty: 5934.416504
	Iteration 96Q: 3 clusters Score -1.846748e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 148958 members 
Entering Unmasked Estep 
Score: -18467472.000000 Penalty: 5934.416504
	Iteration 97Q: 3 clusters Score -1.846747e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8080 members 
Mstep: Class 2 contains 149006 members 
Entering Unmasked Estep 
Score: -18467422.000000 Penalty: 5934.416504
	Iteration 98Q: 3 clusters Score -1.846742e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8035 members 
Mstep: Class 2 contains 149051 members 
Entering Unmasked Estep 
Score: -18467422.000000 Penalty: 5934.416504
	Iteration 99Q: 3 clusters Score -1.846742e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 149089 members 
Entering Unmasked Estep 
Score: -18467424.000000 Penalty: 5934.416504
	Iteration 100F: 3 clusters Score -1.846742e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 149120 members 
Entering Unmasked Estep 
Score: -18467422.000000 Penalty: 5934.416504
	Iteration 101Q: 3 clusters Score -1.846742e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7931 members 
Mstep: Class 2 contains 149155 members 
Entering Unmasked Estep 
Score: -18467410.000000 Penalty: 5934.416504
	Iteration 102Q: 3 clusters Score -1.846741e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7897 members 
Mstep: Class 2 contains 149189 members 
Entering Unmasked Estep 
Score: -18467444.000000 Penalty: 5934.416504
	Iteration 103Q: 3 clusters Score -1.846744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 149229 members 
Entering Unmasked Estep 
Score: -18467438.000000 Penalty: 5934.416504
	Iteration 104Q: 3 clusters Score -1.846744e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 149271 members 
Entering Unmasked Estep 
Score: -18467412.000000 Penalty: 5934.416504
	Iteration 105Q: 3 clusters Score -1.846741e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 149311 members 
Entering Unmasked Estep 
Score: -18467400.000000 Penalty: 5934.416504
	Iteration 106Q: 3 clusters Score -1.84674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 149348 members 
Entering Unmasked Estep 
Score: -18467412.000000 Penalty: 5934.416504
	Iteration 107Q: 3 clusters Score -1.846741e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 149380 members 
Entering Unmasked Estep 
Score: -18467420.000000 Penalty: 5934.416504
	Iteration 108Q: 3 clusters Score -1.846742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7679 members 
Mstep: Class 2 contains 149407 members 
Entering Unmasked Estep 
Score: -18467404.000000 Penalty: 5934.416504
	Iteration 109Q: 3 clusters Score -1.84674e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 149437 members 
Entering Unmasked Estep 
Score: -18467390.000000 Penalty: 5934.416504
	Iteration 110Q: 3 clusters Score -1.846739e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 149465 members 
Entering Unmasked Estep 
Score: -18467396.000000 Penalty: 5934.416504
	Iteration 111Q: 3 clusters Score -1.84674e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7594 members 
Mstep: Class 2 contains 149492 members 
Entering Unmasked Estep 
Score: -18467396.000000 Penalty: 5934.416504
	Iteration 112Q: 3 clusters Score -1.84674e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7577 members 
Mstep: Class 2 contains 149509 members 
Entering Unmasked Estep 
Score: -18467394.000000 Penalty: 5934.416504
	Iteration 113Q: 3 clusters Score -1.846739e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7559 members 
Mstep: Class 2 contains 149527 members 
Entering Unmasked Estep 
Score: -18467386.000000 Penalty: 5934.416504
	Iteration 114Q: 3 clusters Score -1.846739e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7546 members 
Mstep: Class 2 contains 149540 members 
Entering Unmasked Estep 
Score: -18467380.000000 Penalty: 5934.416504
	Iteration 115Q: 3 clusters Score -1.846738e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 149551 members 
Entering Unmasked Estep 
Score: -18467378.000000 Penalty: 5934.416504
	Iteration 116Q: 3 clusters Score -1.846738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7523 members 
Mstep: Class 2 contains 149563 members 
Entering Unmasked Estep 
Score: -18467374.000000 Penalty: 5934.416504
	Iteration 117Q: 3 clusters Score -1.846737e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7501 members 
Mstep: Class 2 contains 149585 members 
Entering Unmasked Estep 
Score: -18467380.000000 Penalty: 5934.416504
	Iteration 118Q: 3 clusters Score -1.846738e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7483 members 
Mstep: Class 2 contains 149603 members 
Entering Unmasked Estep 
Score: -18467376.000000 Penalty: 5934.416504
	Iteration 119Q: 3 clusters Score -1.846738e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 149617 members 
Entering Unmasked Estep 
Score: -18467378.000000 Penalty: 5934.416504
	Iteration 120F: 3 clusters Score -1.846738e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 149626 members 
Entering Unmasked Estep 
Score: -18467394.000000 Penalty: 5934.416504
	Iteration 121Q: 3 clusters Score -1.846739e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 149641 members 
Entering Unmasked Estep 
Score: -18467396.000000 Penalty: 5934.416504
	Iteration 122Q: 3 clusters Score -1.84674e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 149661 members 
Entering Unmasked Estep 
Score: -18467416.000000 Penalty: 5934.416504
	Iteration 123Q: 3 clusters Score -1.846742e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 149676 members 
Entering Unmasked Estep 
Score: -18467416.000000 Penalty: 5934.416504
	Iteration 124Q: 3 clusters Score -1.846742e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 149690 members 
Entering Unmasked Estep 
Score: -18467436.000000 Penalty: 5934.416504
	Iteration 125Q: 3 clusters Score -1.846744e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 149700 members 
Entering Unmasked Estep 
Score: -18467432.000000 Penalty: 5934.416504
	Iteration 126Q: 3 clusters Score -1.846743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 149710 members 
Entering Unmasked Estep 
Score: -18467432.000000 Penalty: 5934.416504
	Iteration 127Q: 3 clusters Score -1.846743e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 149720 members 
Entering Unmasked Estep 
Score: -18467426.000000 Penalty: 5934.416504
	Iteration 128Q: 3 clusters Score -1.846743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 149728 members 
Entering Unmasked Estep 
Score: -18467414.000000 Penalty: 5934.416504
	Iteration 129Q: 3 clusters Score -1.846741e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 149734 members 
Entering Unmasked Estep 
Score: -18467426.000000 Penalty: 5934.416504
	Iteration 130Q: 3 clusters Score -1.846743e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 149740 members 
Entering Unmasked Estep 
Score: -18467424.000000 Penalty: 5934.416504
	Iteration 131Q: 3 clusters Score -1.846742e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 149748 members 
Entering Unmasked Estep 
Score: -18467426.000000 Penalty: 5934.416504
	Iteration 132Q: 3 clusters Score -1.846743e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 149751 members 
Entering Unmasked Estep 
Score: -18467440.000000 Penalty: 5934.416504
	Iteration 133Q: 3 clusters Score -1.846744e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 149754 members 
Entering Unmasked Estep 
Score: -18467432.000000 Penalty: 5934.416504
	Iteration 134Q: 3 clusters Score -1.846743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 149756 members 
Entering Unmasked Estep 
Score: -18467428.000000 Penalty: 5934.416504
	Iteration 135Q: 3 clusters Score -1.846743e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 149758 members 
Entering Unmasked Estep 
Score: -18467428.000000 Penalty: 5934.416504
	Iteration 136Q: 3 clusters Score -1.846743e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 149759 members 
Entering Unmasked Estep 
Score: -18467428.000000 Penalty: 5934.416504
	Iteration 137Q: 3 clusters Score -1.846743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 149759 members 
Entering Unmasked Estep 
Score: -18467428.000000 Penalty: 5934.416504
	Iteration 138F: 3 clusters Score -1.846743e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173774 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276115 members 
Mstep: Class 9 contains 81224 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 7327 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130205 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178926 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215398 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Mstep: Class 27 contains 149759 members 
Entering Unmasked Estep 
Score: -161462848.000000 Penalty: 94850.351562
Splitting cluster 13 changes total score from -161462912.000000 to -161462848.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 14 (15619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Entering Unmasked Estep 
Score: -1758413.000000 Penalty: 2394.748291
	Iteration 0F: 2 clusters Score -1758413 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7821 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -1747152.875000 Penalty: 4789.496582
	Iteration 0F: 3 clusters Score -1747153 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -1750820.750000 Penalty: 4789.496582
	Iteration 1F: 3 clusters Score -1750821 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -1751201.250000 Penalty: 4789.496582
	Iteration 2F: 3 clusters Score -1751201 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1751563.625000 Penalty: 4789.496582
	Iteration 3F: 3 clusters Score -1751564 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -1751941.000000 Penalty: 4789.496582
	Iteration 4Q: 3 clusters Score -1751941 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1752360.125000 Penalty: 4789.496582
	Iteration 5F: 3 clusters Score -1752360 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -1752759.000000 Penalty: 4789.496582
	Iteration 6Q: 3 clusters Score -1752759 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -1753146.000000 Penalty: 4789.496582
	Iteration 7Q: 3 clusters Score -1753146 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -1753454.750000 Penalty: 4789.496582
	Iteration 8Q: 3 clusters Score -1753455 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1753718.625000 Penalty: 4789.496582
	Iteration 9Q: 3 clusters Score -1753719 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1753983.375000 Penalty: 4789.496582
	Iteration 10Q: 3 clusters Score -1753983 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1754234.375000 Penalty: 4789.496582
	Iteration 11Q: 3 clusters Score -1754234 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1754466.000000 Penalty: 4789.496582
	Iteration 12Q: 3 clusters Score -1754466 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1754686.375000 Penalty: 4789.496582
	Iteration 13Q: 3 clusters Score -1754686 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -1754925.875000 Penalty: 4789.496582
	Iteration 14Q: 3 clusters Score -1754926 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1755115.875000 Penalty: 4789.496582
	Iteration 15Q: 3 clusters Score -1755116 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1755255.250000 Penalty: 4789.496582
	Iteration 16Q: 3 clusters Score -1755255 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 2962 members 
Entering Unmasked Estep 
Score: -1755360.375000 Penalty: 4789.496582
	Iteration 17Q: 3 clusters Score -1755360 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12805 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1755428.250000 Penalty: 4789.496582
	Iteration 18Q: 3 clusters Score -1755428 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -1755484.250000 Penalty: 4789.496582
	Iteration 19Q: 3 clusters Score -1755484 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -1755533.250000 Penalty: 4789.496582
	Iteration 20F: 3 clusters Score -1755533 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -1755587.875000 Penalty: 4789.496582
	Iteration 21Q: 3 clusters Score -1755588 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1755630.875000 Penalty: 4789.496582
	Iteration 22Q: 3 clusters Score -1755631 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1755680.750000 Penalty: 4789.496582
	Iteration 23Q: 3 clusters Score -1755681 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1755732.125000 Penalty: 4789.496582
	Iteration 24Q: 3 clusters Score -1755732 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -1755795.000000 Penalty: 4789.496582
	Iteration 25Q: 3 clusters Score -1755795 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -1755842.875000 Penalty: 4789.496582
	Iteration 26Q: 3 clusters Score -1755843 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1755881.750000 Penalty: 4789.496582
	Iteration 27Q: 3 clusters Score -1755882 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1755926.250000 Penalty: 4789.496582
	Iteration 28Q: 3 clusters Score -1755926 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -1755969.000000 Penalty: 4789.496582
	Iteration 29Q: 3 clusters Score -1755969 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1755999.750000 Penalty: 4789.496582
	Iteration 30Q: 3 clusters Score -1756000 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1756032.000000 Penalty: 4789.496582
	Iteration 31Q: 3 clusters Score -1756032 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -1756058.000000 Penalty: 4789.496582
	Iteration 32Q: 3 clusters Score -1756058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1756081.375000 Penalty: 4789.496582
	Iteration 33Q: 3 clusters Score -1756081 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1756107.250000 Penalty: 4789.496582
	Iteration 34Q: 3 clusters Score -1756107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1756125.000000 Penalty: 4789.496582
	Iteration 35Q: 3 clusters Score -1756125 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14406 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1756151.500000 Penalty: 4789.496582
	Iteration 36Q: 3 clusters Score -1756152 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1756179.500000 Penalty: 4789.496582
	Iteration 37Q: 3 clusters Score -1756180 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1756207.875000 Penalty: 4789.496582
	Iteration 38Q: 3 clusters Score -1756208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14544 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1756241.500000 Penalty: 4789.496582
	Iteration 39Q: 3 clusters Score -1756242 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1756288.375000 Penalty: 4789.496582
	Iteration 40F: 3 clusters Score -1756288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -1756324.625000 Penalty: 4789.496582
	Iteration 41Q: 3 clusters Score -1756325 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1756355.125000 Penalty: 4789.496582
	Iteration 42Q: 3 clusters Score -1756355 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -1756379.000000 Penalty: 4789.496582
	Iteration 43Q: 3 clusters Score -1756379 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14761 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1756401.500000 Penalty: 4789.496582
	Iteration 44Q: 3 clusters Score -1756402 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -1756423.000000 Penalty: 4789.496582
	Iteration 45Q: 3 clusters Score -1756423 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1756436.000000 Penalty: 4789.496582
	Iteration 46Q: 3 clusters Score -1756436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1756440.875000 Penalty: 4789.496582
	Iteration 47Q: 3 clusters Score -1756441 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1756447.250000 Penalty: 4789.496582
	Iteration 48Q: 3 clusters Score -1756447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14837 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1756453.125000 Penalty: 4789.496582
	Iteration 49Q: 3 clusters Score -1756453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -1756463.250000 Penalty: 4789.496582
	Iteration 50Q: 3 clusters Score -1756463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -1756470.500000 Penalty: 4789.496582
	Iteration 51Q: 3 clusters Score -1756470 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1756479.375000 Penalty: 4789.496582
	Iteration 52Q: 3 clusters Score -1756479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1756479.250000 Penalty: 4789.496582
	Iteration 53Q: 3 clusters Score -1756479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -1756485.250000 Penalty: 4789.496582
	Iteration 54Q: 3 clusters Score -1756485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1756483.125000 Penalty: 4789.496582
	Iteration 55Q: 3 clusters Score -1756483 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1756486.000000 Penalty: 4789.496582
	Iteration 56Q: 3 clusters Score -1756486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1756486.625000 Penalty: 4789.496582
	Iteration 57Q: 3 clusters Score -1756487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1756487.375000 Penalty: 4789.496582
	Iteration 58Q: 3 clusters Score -1756487 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14881 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1756487.375000 Penalty: 4789.496582
	Iteration 59F: 3 clusters Score -1756487 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Entering Unmasked Estep 
Score: -2220572.250000 Penalty: 2452.568359
	Iteration 0F: 2 clusters Score -2220572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -2206596.750000 Penalty: 4905.136719
	Iteration 0F: 3 clusters Score -2206597 nChanged 8609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2211302.250000 Penalty: 4905.136719
	Iteration 1F: 3 clusters Score -2211302 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2211826.250000 Penalty: 4905.136719
	Iteration 2F: 3 clusters Score -2211826 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 9764 members 
Entering Unmasked Estep 
Score: -2212264.750000 Penalty: 4905.136719
	Iteration 3F: 3 clusters Score -2212265 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9751 members 
Entering Unmasked Estep 
Score: -2212665.500000 Penalty: 4905.136719
	Iteration 4Q: 3 clusters Score -2212666 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -2213031.750000 Penalty: 4905.136719
	Iteration 5Q: 3 clusters Score -2213032 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 9718 members 
Entering Unmasked Estep 
Score: -2213364.750000 Penalty: 4905.136719
	Iteration 6Q: 3 clusters Score -2213365 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9960 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -2213670.250000 Penalty: 4905.136719
	Iteration 7Q: 3 clusters Score -2213670 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9888 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -2214006.000000 Penalty: 4905.136719
	Iteration 8Q: 3 clusters Score -2214006 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -2214348.250000 Penalty: 4905.136719
	Iteration 9Q: 3 clusters Score -2214348 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2214704.250000 Penalty: 4905.136719
	Iteration 10Q: 3 clusters Score -2214704 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -2215081.000000 Penalty: 4905.136719
	Iteration 11Q: 3 clusters Score -2215081 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -2215429.750000 Penalty: 4905.136719
	Iteration 12Q: 3 clusters Score -2215430 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 10238 members 
Entering Unmasked Estep 
Score: -2215724.250000 Penalty: 4905.136719
	Iteration 13Q: 3 clusters Score -2215724 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2215887.000000 Penalty: 4905.136719
	Iteration 14Q: 3 clusters Score -2215887 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2215960.750000 Penalty: 4905.136719
	Iteration 15Q: 3 clusters Score -2215961 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9270 members 
Mstep: Class 2 contains 10450 members 
Entering Unmasked Estep 
Score: -2215999.000000 Penalty: 4905.136719
	Iteration 16Q: 3 clusters Score -2215999 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -2216036.750000 Penalty: 4905.136719
	Iteration 17Q: 3 clusters Score -2216037 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9184 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -2216053.000000 Penalty: 4905.136719
	Iteration 18Q: 3 clusters Score -2216053 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -2216079.750000 Penalty: 4905.136719
	Iteration 19Q: 3 clusters Score -2216080 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 10626 members 
Entering Unmasked Estep 
Score: -2216082.500000 Penalty: 4905.136719
	Iteration 20F: 3 clusters Score -2216082 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -2216095.750000 Penalty: 4905.136719
	Iteration 21Q: 3 clusters Score -2216096 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8995 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2216109.000000 Penalty: 4905.136719
	Iteration 22Q: 3 clusters Score -2216109 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -2216126.250000 Penalty: 4905.136719
	Iteration 23Q: 3 clusters Score -2216126 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -2216136.000000 Penalty: 4905.136719
	Iteration 24Q: 3 clusters Score -2216136 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -2216142.750000 Penalty: 4905.136719
	Iteration 25Q: 3 clusters Score -2216143 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2216154.000000 Penalty: 4905.136719
	Iteration 26Q: 3 clusters Score -2216154 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -2216172.000000 Penalty: 4905.136719
	Iteration 27Q: 3 clusters Score -2216172 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 11064 members 
Entering Unmasked Estep 
Score: -2216177.500000 Penalty: 4905.136719
	Iteration 28Q: 3 clusters Score -2216178 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -2216197.000000 Penalty: 4905.136719
	Iteration 29Q: 3 clusters Score -2216197 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2216208.000000 Penalty: 4905.136719
	Iteration 30Q: 3 clusters Score -2216208 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -2216218.750000 Penalty: 4905.136719
	Iteration 31Q: 3 clusters Score -2216219 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2216246.000000 Penalty: 4905.136719
	Iteration 32Q: 3 clusters Score -2216246 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -2216265.250000 Penalty: 4905.136719
	Iteration 33Q: 3 clusters Score -2216265 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 11524 members 
Entering Unmasked Estep 
Score: -2216277.500000 Penalty: 4905.136719
	Iteration 34Q: 3 clusters Score -2216278 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2216296.250000 Penalty: 4905.136719
	Iteration 35Q: 3 clusters Score -2216296 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -2216326.500000 Penalty: 4905.136719
	Iteration 36Q: 3 clusters Score -2216326 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 11816 members 
Entering Unmasked Estep 
Score: -2216351.250000 Penalty: 4905.136719
	Iteration 37Q: 3 clusters Score -2216351 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2216385.000000 Penalty: 4905.136719
	Iteration 38Q: 3 clusters Score -2216385 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 12028 members 
Entering Unmasked Estep 
Score: -2216407.500000 Penalty: 4905.136719
	Iteration 39Q: 3 clusters Score -2216408 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7617 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2216420.750000 Penalty: 4905.136719
	Iteration 40F: 3 clusters Score -2216421 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7540 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2216438.000000 Penalty: 4905.136719
	Iteration 41Q: 3 clusters Score -2216438 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 12272 members 
Entering Unmasked Estep 
Score: -2216457.250000 Penalty: 4905.136719
	Iteration 42Q: 3 clusters Score -2216457 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 12370 members 
Entering Unmasked Estep 
Score: -2216480.000000 Penalty: 4905.136719
	Iteration 43Q: 3 clusters Score -2216480 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 12491 members 
Entering Unmasked Estep 
Score: -2216509.750000 Penalty: 4905.136719
	Iteration 44Q: 3 clusters Score -2216510 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -2216544.750000 Penalty: 4905.136719
	Iteration 45Q: 3 clusters Score -2216545 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7011 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -2216577.250000 Penalty: 4905.136719
	Iteration 46Q: 3 clusters Score -2216577 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2216591.750000 Penalty: 4905.136719
	Iteration 47Q: 3 clusters Score -2216592 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 12890 members 
Entering Unmasked Estep 
Score: -2216605.250000 Penalty: 4905.136719
	Iteration 48Q: 3 clusters Score -2216605 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -2216632.500000 Penalty: 4905.136719
	Iteration 49Q: 3 clusters Score -2216632 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -2216661.000000 Penalty: 4905.136719
	Iteration 50Q: 3 clusters Score -2216661 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 13123 members 
Entering Unmasked Estep 
Score: -2216667.750000 Penalty: 4905.136719
	Iteration 51Q: 3 clusters Score -2216668 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 13188 members 
Entering Unmasked Estep 
Score: -2216690.250000 Penalty: 4905.136719
	Iteration 52Q: 3 clusters Score -2216690 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -2216710.750000 Penalty: 4905.136719
	Iteration 53Q: 3 clusters Score -2216711 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -2216735.750000 Penalty: 4905.136719
	Iteration 54Q: 3 clusters Score -2216736 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2216771.000000 Penalty: 4905.136719
	Iteration 55Q: 3 clusters Score -2216771 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 13614 members 
Entering Unmasked Estep 
Score: -2216803.750000 Penalty: 4905.136719
	Iteration 56Q: 3 clusters Score -2216804 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -2216842.250000 Penalty: 4905.136719
	Iteration 57Q: 3 clusters Score -2216842 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2216879.000000 Penalty: 4905.136719
	Iteration 58Q: 3 clusters Score -2216879 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -2216905.000000 Penalty: 4905.136719
	Iteration 59Q: 3 clusters Score -2216905 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 14101 members 
Entering Unmasked Estep 
Score: -2216947.250000 Penalty: 4905.136719
	Iteration 60F: 3 clusters Score -2216947 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 14225 members 
Entering Unmasked Estep 
Score: -2216982.750000 Penalty: 4905.136719
	Iteration 61Q: 3 clusters Score -2216983 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2217009.500000 Penalty: 4905.136719
	Iteration 62Q: 3 clusters Score -2217010 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -2217061.250000 Penalty: 4905.136719
	Iteration 63Q: 3 clusters Score -2217061 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -2217102.750000 Penalty: 4905.136719
	Iteration 64Q: 3 clusters Score -2217103 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -2217141.750000 Penalty: 4905.136719
	Iteration 65Q: 3 clusters Score -2217142 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -2217185.250000 Penalty: 4905.136719
	Iteration 66Q: 3 clusters Score -2217185 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -2217243.500000 Penalty: 4905.136719
	Iteration 67Q: 3 clusters Score -2217244 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2217295.500000 Penalty: 4905.136719
	Iteration 68Q: 3 clusters Score -2217296 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -2217353.750000 Penalty: 4905.136719
	Iteration 69Q: 3 clusters Score -2217354 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 15597 members 
Entering Unmasked Estep 
Score: -2217410.000000 Penalty: 4905.136719
	Iteration 70Q: 3 clusters Score -2217410 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2217486.500000 Penalty: 4905.136719
	Iteration 71Q: 3 clusters Score -2217486 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 15982 members 
Entering Unmasked Estep 
Score: -2217567.000000 Penalty: 4905.136719
	Iteration 72Q: 3 clusters Score -2217567 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -2217622.250000 Penalty: 4905.136719
	Iteration 73Q: 3 clusters Score -2217622 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -2217682.750000 Penalty: 4905.136719
	Iteration 74Q: 3 clusters Score -2217683 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -2217737.000000 Penalty: 4905.136719
	Iteration 75Q: 3 clusters Score -2217737 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -2217778.750000 Penalty: 4905.136719
	Iteration 76Q: 3 clusters Score -2217779 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2217828.500000 Penalty: 4905.136719
	Iteration 77Q: 3 clusters Score -2217828 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 16935 members 
Entering Unmasked Estep 
Score: -2217892.000000 Penalty: 4905.136719
	Iteration 78Q: 3 clusters Score -2217892 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -2217948.000000 Penalty: 4905.136719
	Iteration 79Q: 3 clusters Score -2217948 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2218004.000000 Penalty: 4905.136719
	Iteration 80F: 3 clusters Score -2218004 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -2218053.250000 Penalty: 4905.136719
	Iteration 81Q: 3 clusters Score -2218053 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2218091.250000 Penalty: 4905.136719
	Iteration 82Q: 3 clusters Score -2218091 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 17592 members 
Entering Unmasked Estep 
Score: -2218151.000000 Penalty: 4905.136719
	Iteration 83Q: 3 clusters Score -2218151 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -2218193.250000 Penalty: 4905.136719
	Iteration 84Q: 3 clusters Score -2218193 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2218232.750000 Penalty: 4905.136719
	Iteration 85Q: 3 clusters Score -2218233 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2218271.750000 Penalty: 4905.136719
	Iteration 86Q: 3 clusters Score -2218272 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -2218310.750000 Penalty: 4905.136719
	Iteration 87Q: 3 clusters Score -2218311 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 18064 members 
Entering Unmasked Estep 
Score: -2218355.250000 Penalty: 4905.136719
	Iteration 88Q: 3 clusters Score -2218355 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -2218383.750000 Penalty: 4905.136719
	Iteration 89Q: 3 clusters Score -2218384 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -2218408.750000 Penalty: 4905.136719
	Iteration 90Q: 3 clusters Score -2218409 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 18251 members 
Entering Unmasked Estep 
Score: -2218426.000000 Penalty: 4905.136719
	Iteration 91Q: 3 clusters Score -2218426 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 18300 members 
Entering Unmasked Estep 
Score: -2218450.000000 Penalty: 4905.136719
	Iteration 92Q: 3 clusters Score -2218450 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2218462.000000 Penalty: 4905.136719
	Iteration 93Q: 3 clusters Score -2218462 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2218479.750000 Penalty: 4905.136719
	Iteration 94Q: 3 clusters Score -2218480 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -2218494.500000 Penalty: 4905.136719
	Iteration 95Q: 3 clusters Score -2218494 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 18449 members 
Entering Unmasked Estep 
Score: -2218507.750000 Penalty: 4905.136719
	Iteration 96Q: 3 clusters Score -2218508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 18479 members 
Entering Unmasked Estep 
Score: -2218525.250000 Penalty: 4905.136719
	Iteration 97Q: 3 clusters Score -2218525 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -2218537.250000 Penalty: 4905.136719
	Iteration 98Q: 3 clusters Score -2218537 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 18546 members 
Entering Unmasked Estep 
Score: -2218548.000000 Penalty: 4905.136719
	Iteration 99Q: 3 clusters Score -2218548 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 18574 members 
Entering Unmasked Estep 
Score: -2218566.000000 Penalty: 4905.136719
	Iteration 100F: 3 clusters Score -2218566 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 18598 members 
Entering Unmasked Estep 
Score: -2218575.500000 Penalty: 4905.136719
	Iteration 101Q: 3 clusters Score -2218576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 18619 members 
Entering Unmasked Estep 
Score: -2218584.500000 Penalty: 4905.136719
	Iteration 102Q: 3 clusters Score -2218584 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -2218593.000000 Penalty: 4905.136719
	Iteration 103Q: 3 clusters Score -2218593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -2218597.000000 Penalty: 4905.136719
	Iteration 104Q: 3 clusters Score -2218597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -2218596.250000 Penalty: 4905.136719
	Iteration 105Q: 3 clusters Score -2218596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2218598.750000 Penalty: 4905.136719
	Iteration 106Q: 3 clusters Score -2218599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2218600.500000 Penalty: 4905.136719
	Iteration 107Q: 3 clusters Score -2218600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 18659 members 
Entering Unmasked Estep 
Score: -2218601.250000 Penalty: 4905.136719
	Iteration 108Q: 3 clusters Score -2218601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 18666 members 
Entering Unmasked Estep 
Score: -2218601.750000 Penalty: 4905.136719
	Iteration 109Q: 3 clusters Score -2218602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -2218604.000000 Penalty: 4905.136719
	Iteration 110Q: 3 clusters Score -2218604 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 18683 members 
Entering Unmasked Estep 
Score: -2218606.250000 Penalty: 4905.136719
	Iteration 111Q: 3 clusters Score -2218606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -2218611.000000 Penalty: 4905.136719
	Iteration 112Q: 3 clusters Score -2218611 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2218608.250000 Penalty: 4905.136719
	Iteration 113Q: 3 clusters Score -2218608 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2218610.500000 Penalty: 4905.136719
	Iteration 114Q: 3 clusters Score -2218610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -2218610.500000 Penalty: 4905.136719
	Iteration 115F: 3 clusters Score -2218610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130205 members 
Entering Unmasked Estep 
Score: -15393878.000000 Penalty: 2920.662598
	Iteration 0F: 2 clusters Score -1.539388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65328 members 
Mstep: Class 2 contains 64877 members 
Entering Unmasked Estep 
Score: -15306784.000000 Penalty: 5841.325195
	Iteration 0F: 3 clusters Score -1.530678e+07 nChanged 61989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67239 members 
Mstep: Class 2 contains 62966 members 
Entering Unmasked Estep 
Score: -15343579.000000 Penalty: 5841.325195
	Iteration 1F: 3 clusters Score -1.534358e+07 nChanged 5405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68540 members 
Mstep: Class 2 contains 61665 members 
Entering Unmasked Estep 
Score: -15345533.000000 Penalty: 5841.325195
	Iteration 2Q: 3 clusters Score -1.534553e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70663 members 
Mstep: Class 2 contains 59542 members 
Entering Unmasked Estep 
Score: -15348164.000000 Penalty: 5841.325195
	Iteration 3Q: 3 clusters Score -1.534816e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 56418 members 
Entering Unmasked Estep 
Score: -15352093.000000 Penalty: 5841.325195
	Iteration 4F: 3 clusters Score -1.535209e+07 nChanged 7960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78063 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -15357239.000000 Penalty: 5841.325195
	Iteration 5F: 3 clusters Score -1.535724e+07 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83149 members 
Mstep: Class 2 contains 47056 members 
Entering Unmasked Estep 
Score: -15363672.000000 Penalty: 5841.325195
	Iteration 6F: 3 clusters Score -1.536367e+07 nChanged 8287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88168 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -15370495.000000 Penalty: 5841.325195
	Iteration 7F: 3 clusters Score -1.53705e+07 nChanged 7189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92239 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -15375384.000000 Penalty: 5841.325195
	Iteration 8F: 3 clusters Score -1.537538e+07 nChanged 5381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95172 members 
Mstep: Class 2 contains 35033 members 
Entering Unmasked Estep 
Score: -15378174.000000 Penalty: 5841.325195
	Iteration 9Q: 3 clusters Score -1.537817e+07 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97589 members 
Mstep: Class 2 contains 32616 members 
Entering Unmasked Estep 
Score: -15379518.000000 Penalty: 5841.325195
	Iteration 10Q: 3 clusters Score -1.537952e+07 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99685 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -15380529.000000 Penalty: 5841.325195
	Iteration 11Q: 3 clusters Score -1.538053e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101671 members 
Mstep: Class 2 contains 28534 members 
Entering Unmasked Estep 
Score: -15381264.000000 Penalty: 5841.325195
	Iteration 12Q: 3 clusters Score -1.538126e+07 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103649 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -15381974.000000 Penalty: 5841.325195
	Iteration 13Q: 3 clusters Score -1.538197e+07 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105576 members 
Mstep: Class 2 contains 24629 members 
Entering Unmasked Estep 
Score: -15382654.000000 Penalty: 5841.325195
	Iteration 14Q: 3 clusters Score -1.538265e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107455 members 
Mstep: Class 2 contains 22750 members 
Entering Unmasked Estep 
Score: -15383212.000000 Penalty: 5841.325195
	Iteration 15Q: 3 clusters Score -1.538321e+07 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109349 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -15383872.000000 Penalty: 5841.325195
	Iteration 16Q: 3 clusters Score -1.538387e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111303 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -15384526.000000 Penalty: 5841.325195
	Iteration 17Q: 3 clusters Score -1.538453e+07 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113224 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -15385381.000000 Penalty: 5841.325195
	Iteration 18Q: 3 clusters Score -1.538538e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115052 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -15386054.000000 Penalty: 5841.325195
	Iteration 19Q: 3 clusters Score -1.538605e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116825 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -15386806.000000 Penalty: 5841.325195
	Iteration 20F: 3 clusters Score -1.538681e+07 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118534 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -15387510.000000 Penalty: 5841.325195
	Iteration 21Q: 3 clusters Score -1.538751e+07 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120161 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -15388180.000000 Penalty: 5841.325195
	Iteration 22Q: 3 clusters Score -1.538818e+07 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121573 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -15388742.000000 Penalty: 5841.325195
	Iteration 23Q: 3 clusters Score -1.538874e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122888 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -15389353.000000 Penalty: 5841.325195
	Iteration 24Q: 3 clusters Score -1.538935e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124043 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -15389940.000000 Penalty: 5841.325195
	Iteration 25Q: 3 clusters Score -1.538994e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124958 members 
Mstep: Class 2 contains 5247 members 
Entering Unmasked Estep 
Score: -15390345.000000 Penalty: 5841.325195
	Iteration 26Q: 3 clusters Score -1.539034e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125735 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -15390743.000000 Penalty: 5841.325195
	Iteration 27Q: 3 clusters Score -1.539074e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126344 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -15391001.000000 Penalty: 5841.325195
	Iteration 28Q: 3 clusters Score -1.5391e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126855 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -15391218.000000 Penalty: 5841.325195
	Iteration 29Q: 3 clusters Score -1.539122e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127212 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -15391356.000000 Penalty: 5841.325195
	Iteration 30Q: 3 clusters Score -1.539136e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127494 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -15391535.000000 Penalty: 5841.325195
	Iteration 31Q: 3 clusters Score -1.539154e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127680 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -15391668.000000 Penalty: 5841.325195
	Iteration 32Q: 3 clusters Score -1.539167e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127830 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -15391728.000000 Penalty: 5841.325195
	Iteration 33Q: 3 clusters Score -1.539173e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127945 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -15391838.000000 Penalty: 5841.325195
	Iteration 34Q: 3 clusters Score -1.539184e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128033 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -15391911.000000 Penalty: 5841.325195
	Iteration 35Q: 3 clusters Score -1.539191e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128111 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -15392023.000000 Penalty: 5841.325195
	Iteration 36Q: 3 clusters Score -1.539202e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128171 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -15392121.000000 Penalty: 5841.325195
	Iteration 37Q: 3 clusters Score -1.539212e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128225 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -15392239.000000 Penalty: 5841.325195
	Iteration 38Q: 3 clusters Score -1.539224e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128269 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -15392335.000000 Penalty: 5841.325195
	Iteration 39Q: 3 clusters Score -1.539234e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128295 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -15392398.000000 Penalty: 5841.325195
	Iteration 40F: 3 clusters Score -1.53924e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128309 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -15392479.000000 Penalty: 5841.325195
	Iteration 41Q: 3 clusters Score -1.539248e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128293 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -15392536.000000 Penalty: 5841.325195
	Iteration 42Q: 3 clusters Score -1.539254e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128269 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -15392530.000000 Penalty: 5841.325195
	Iteration 43Q: 3 clusters Score -1.539253e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128234 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -15392566.000000 Penalty: 5841.325195
	Iteration 44Q: 3 clusters Score -1.539257e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128198 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -15392589.000000 Penalty: 5841.325195
	Iteration 45Q: 3 clusters Score -1.539259e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128177 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -15392629.000000 Penalty: 5841.325195
	Iteration 46Q: 3 clusters Score -1.539263e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128162 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -15392618.000000 Penalty: 5841.325195
	Iteration 47Q: 3 clusters Score -1.539262e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128145 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -15392639.000000 Penalty: 5841.325195
	Iteration 48Q: 3 clusters Score -1.539264e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128121 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -15392650.000000 Penalty: 5841.325195
	Iteration 49Q: 3 clusters Score -1.539265e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128106 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -15392660.000000 Penalty: 5841.325195
	Iteration 50Q: 3 clusters Score -1.539266e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128091 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -15392678.000000 Penalty: 5841.325195
	Iteration 51Q: 3 clusters Score -1.539268e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128078 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -15392693.000000 Penalty: 5841.325195
	Iteration 52Q: 3 clusters Score -1.539269e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128067 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -15392695.000000 Penalty: 5841.325195
	Iteration 53Q: 3 clusters Score -1.53927e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -15392687.000000 Penalty: 5841.325195
	Iteration 54Q: 3 clusters Score -1.539269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128048 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -15392668.000000 Penalty: 5841.325195
	Iteration 55Q: 3 clusters Score -1.539267e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128032 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -15392689.000000 Penalty: 5841.325195
	Iteration 56Q: 3 clusters Score -1.539269e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128022 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -15392698.000000 Penalty: 5841.325195
	Iteration 57Q: 3 clusters Score -1.53927e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128007 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -15392722.000000 Penalty: 5841.325195
	Iteration 58Q: 3 clusters Score -1.539272e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127992 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -15392736.000000 Penalty: 5841.325195
	Iteration 59Q: 3 clusters Score -1.539274e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127982 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -15392738.000000 Penalty: 5841.325195
	Iteration 60F: 3 clusters Score -1.539274e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127977 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -15392738.000000 Penalty: 5841.325195
	Iteration 61Q: 3 clusters Score -1.539274e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127969 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -15392735.000000 Penalty: 5841.325195
	Iteration 62Q: 3 clusters Score -1.539274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127966 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -15392746.000000 Penalty: 5841.325195
	Iteration 63Q: 3 clusters Score -1.539275e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127961 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -15392749.000000 Penalty: 5841.325195
	Iteration 64Q: 3 clusters Score -1.539275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127958 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -15392739.000000 Penalty: 5841.325195
	Iteration 65Q: 3 clusters Score -1.539274e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127951 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -15392736.000000 Penalty: 5841.325195
	Iteration 66Q: 3 clusters Score -1.539274e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127943 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -15392752.000000 Penalty: 5841.325195
	Iteration 67Q: 3 clusters Score -1.539275e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -15392750.000000 Penalty: 5841.325195
	Iteration 68Q: 3 clusters Score -1.539275e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -15392750.000000 Penalty: 5841.325195
	Iteration 69Q: 3 clusters Score -1.539275e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -15392755.000000 Penalty: 5841.325195
	Iteration 70Q: 3 clusters Score -1.539276e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127932 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -15392753.000000 Penalty: 5841.325195
	Iteration 71Q: 3 clusters Score -1.539275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -15392750.000000 Penalty: 5841.325195
	Iteration 72Q: 3 clusters Score -1.539275e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127931 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -15392749.000000 Penalty: 5841.325195
	Iteration 73Q: 3 clusters Score -1.539275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127932 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -15392752.000000 Penalty: 5841.325195
	Iteration 74Q: 3 clusters Score -1.539275e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127933 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -15392740.000000 Penalty: 5841.325195
	Iteration 75Q: 3 clusters Score -1.539274e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127929 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -15392735.000000 Penalty: 5841.325195
	Iteration 76Q: 3 clusters Score -1.539274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127929 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -15392723.000000 Penalty: 5841.325195
	Iteration 77Q: 3 clusters Score -1.539272e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127929 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -15392722.000000 Penalty: 5841.325195
	Iteration 78Q: 3 clusters Score -1.539272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127929 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -15392714.000000 Penalty: 5841.325195
	Iteration 79Q: 3 clusters Score -1.539271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127925 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -15392724.000000 Penalty: 5841.325195
	Iteration 80F: 3 clusters Score -1.539272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127922 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -15392724.000000 Penalty: 5841.325195
	Iteration 81Q: 3 clusters Score -1.539272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127921 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -15392730.000000 Penalty: 5841.325195
	Iteration 82Q: 3 clusters Score -1.539273e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127919 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -15392716.000000 Penalty: 5841.325195
	Iteration 83Q: 3 clusters Score -1.539272e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127916 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -15392714.000000 Penalty: 5841.325195
	Iteration 84Q: 3 clusters Score -1.539271e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127918 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -15392725.000000 Penalty: 5841.325195
	Iteration 85Q: 3 clusters Score -1.539272e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127913 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -15392712.000000 Penalty: 5841.325195
	Iteration 86Q: 3 clusters Score -1.539271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127907 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -15392715.000000 Penalty: 5841.325195
	Iteration 87Q: 3 clusters Score -1.539272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127902 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -15392724.000000 Penalty: 5841.325195
	Iteration 88Q: 3 clusters Score -1.539272e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127902 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -15392719.000000 Penalty: 5841.325195
	Iteration 89Q: 3 clusters Score -1.539272e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127903 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -15392726.000000 Penalty: 5841.325195
	Iteration 90Q: 3 clusters Score -1.539273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127899 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -15392726.000000 Penalty: 5841.325195
	Iteration 91Q: 3 clusters Score -1.539273e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127896 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -15392701.000000 Penalty: 5841.325195
	Iteration 92Q: 3 clusters Score -1.53927e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127892 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -15392710.000000 Penalty: 5841.325195
	Iteration 93Q: 3 clusters Score -1.539271e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127890 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -15392726.000000 Penalty: 5841.325195
	Iteration 94Q: 3 clusters Score -1.539273e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127886 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -15392739.000000 Penalty: 5841.325195
	Iteration 95Q: 3 clusters Score -1.539274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127882 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -15392736.000000 Penalty: 5841.325195
	Iteration 96Q: 3 clusters Score -1.539274e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127878 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -15392742.000000 Penalty: 5841.325195
	Iteration 97Q: 3 clusters Score -1.539274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127879 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -15392738.000000 Penalty: 5841.325195
	Iteration 98Q: 3 clusters Score -1.539274e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127880 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -15392743.000000 Penalty: 5841.325195
	Iteration 99Q: 3 clusters Score -1.539274e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127880 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -15392743.000000 Penalty: 5841.325195
	Iteration 100F: 3 clusters Score -1.539274e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -243821.234375 Penalty: 1895.821289
	Iteration 0F: 2 clusters Score -243821.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -241168.234375 Penalty: 3791.642578
	Iteration 0F: 3 clusters Score -241168.2 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -241633.859375 Penalty: 3791.642578
	Iteration 1F: 3 clusters Score -241633.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -241739.906250 Penalty: 3791.642578
	Iteration 2F: 3 clusters Score -241739.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -241796.468750 Penalty: 3791.642578
	Iteration 3Q: 3 clusters Score -241796.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -241822.203125 Penalty: 3791.642578
	Iteration 4Q: 3 clusters Score -241822.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -241837.781250 Penalty: 3791.642578
	Iteration 5Q: 3 clusters Score -241837.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -241852.421875 Penalty: 3791.642578
	Iteration 6Q: 3 clusters Score -241852.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -241863.750000 Penalty: 3791.642578
	Iteration 7Q: 3 clusters Score -241863.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -241879.796875 Penalty: 3791.642578
	Iteration 8Q: 3 clusters Score -241879.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -241889.515625 Penalty: 3791.642578
	Iteration 9Q: 3 clusters Score -241889.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -241895.437500 Penalty: 3791.642578
	Iteration 10Q: 3 clusters Score -241895.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -241900.093750 Penalty: 3791.642578
	Iteration 11Q: 3 clusters Score -241900.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -241900.921875 Penalty: 3791.642578
	Iteration 12Q: 3 clusters Score -241900.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -241903.390625 Penalty: 3791.642578
	Iteration 13Q: 3 clusters Score -241903.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -241906.281250 Penalty: 3791.642578
	Iteration 14Q: 3 clusters Score -241906.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -241909.828125 Penalty: 3791.642578
	Iteration 15Q: 3 clusters Score -241909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -241911.437500 Penalty: 3791.642578
	Iteration 16Q: 3 clusters Score -241911.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -241912.375000 Penalty: 3791.642578
	Iteration 17Q: 3 clusters Score -241912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -241912.625000 Penalty: 3791.642578
	Iteration 18Q: 3 clusters Score -241912.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -241913.750000 Penalty: 3791.642578
	Iteration 19Q: 3 clusters Score -241913.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -241914.234375 Penalty: 3791.642578
	Iteration 20F: 3 clusters Score -241914.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (178926 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178926 members 
Entering Unmasked Estep 
Score: -21229940.000000 Penalty: 2999.492432
	Iteration 0F: 2 clusters Score -2.122994e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89366 members 
Mstep: Class 2 contains 89560 members 
Entering Unmasked Estep 
Score: -21111394.000000 Penalty: 5998.984863
	Iteration 0F: 3 clusters Score -2.111139e+07 nChanged 85834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88068 members 
Mstep: Class 2 contains 90858 members 
Entering Unmasked Estep 
Score: -21160602.000000 Penalty: 5998.984863
	Iteration 1F: 3 clusters Score -2.11606e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86933 members 
Mstep: Class 2 contains 91993 members 
Entering Unmasked Estep 
Score: -21161588.000000 Penalty: 5998.984863
	Iteration 2Q: 3 clusters Score -2.116159e+07 nChanged 5261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85026 members 
Mstep: Class 2 contains 93900 members 
Entering Unmasked Estep 
Score: -21162856.000000 Penalty: 5998.984863
	Iteration 3Q: 3 clusters Score -2.116286e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82055 members 
Mstep: Class 2 contains 96871 members 
Entering Unmasked Estep 
Score: -21164520.000000 Penalty: 5998.984863
	Iteration 4Q: 3 clusters Score -2.116452e+07 nChanged 6627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77720 members 
Mstep: Class 2 contains 101206 members 
Entering Unmasked Estep 
Score: -21166844.000000 Penalty: 5998.984863
	Iteration 5Q: 3 clusters Score -2.116684e+07 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71141 members 
Mstep: Class 2 contains 107785 members 
Entering Unmasked Estep 
Score: -21170330.000000 Penalty: 5998.984863
	Iteration 6Q: 3 clusters Score -2.117033e+07 nChanged 10624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61783 members 
Mstep: Class 2 contains 117143 members 
Entering Unmasked Estep 
Score: -21176380.000000 Penalty: 5998.984863
	Iteration 7F: 3 clusters Score -2.117638e+07 nChanged 13101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49588 members 
Mstep: Class 2 contains 129338 members 
Entering Unmasked Estep 
Score: -21185598.000000 Penalty: 5998.984863
	Iteration 8F: 3 clusters Score -2.11856e+07 nChanged 14304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35854 members 
Mstep: Class 2 contains 143072 members 
Entering Unmasked Estep 
Score: -21197860.000000 Penalty: 5998.984863
	Iteration 9F: 3 clusters Score -2.119786e+07 nChanged 12806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23358 members 
Mstep: Class 2 contains 155568 members 
Entering Unmasked Estep 
Score: -21209198.000000 Penalty: 5998.984863
	Iteration 10F: 3 clusters Score -2.12092e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 164393 members 
Entering Unmasked Estep 
Score: -21217178.000000 Penalty: 5998.984863
	Iteration 11F: 3 clusters Score -2.121718e+07 nChanged 5441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 169718 members 
Entering Unmasked Estep 
Score: -21222146.000000 Penalty: 5998.984863
	Iteration 12Q: 3 clusters Score -2.122215e+07 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 172609 members 
Entering Unmasked Estep 
Score: -21224806.000000 Penalty: 5998.984863
	Iteration 13Q: 3 clusters Score -2.122481e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 174070 members 
Entering Unmasked Estep 
Score: -21226012.000000 Penalty: 5998.984863
	Iteration 14Q: 3 clusters Score -2.122601e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 174902 members 
Entering Unmasked Estep 
Score: -21226602.000000 Penalty: 5998.984863
	Iteration 15Q: 3 clusters Score -2.12266e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 175464 members 
Entering Unmasked Estep 
Score: -21226892.000000 Penalty: 5998.984863
	Iteration 16Q: 3 clusters Score -2.122689e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3102 members 
Mstep: Class 2 contains 175824 members 
Entering Unmasked Estep 
Score: -21227046.000000 Penalty: 5998.984863
	Iteration 17Q: 3 clusters Score -2.122705e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 176092 members 
Entering Unmasked Estep 
Score: -21227198.000000 Penalty: 5998.984863
	Iteration 18Q: 3 clusters Score -2.12272e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 176299 members 
Entering Unmasked Estep 
Score: -21227236.000000 Penalty: 5998.984863
	Iteration 19Q: 3 clusters Score -2.122724e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 176439 members 
Entering Unmasked Estep 
Score: -21227270.000000 Penalty: 5998.984863
	Iteration 20F: 3 clusters Score -2.122727e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 176558 members 
Entering Unmasked Estep 
Score: -21227322.000000 Penalty: 5998.984863
	Iteration 21Q: 3 clusters Score -2.122732e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 176658 members 
Entering Unmasked Estep 
Score: -21227344.000000 Penalty: 5998.984863
	Iteration 22Q: 3 clusters Score -2.122734e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 176743 members 
Entering Unmasked Estep 
Score: -21227376.000000 Penalty: 5998.984863
	Iteration 23Q: 3 clusters Score -2.122738e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 176829 members 
Entering Unmasked Estep 
Score: -21227380.000000 Penalty: 5998.984863
	Iteration 24Q: 3 clusters Score -2.122738e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2021 members 
Mstep: Class 2 contains 176905 members 
Entering Unmasked Estep 
Score: -21227398.000000 Penalty: 5998.984863
	Iteration 25Q: 3 clusters Score -2.12274e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 176969 members 
Entering Unmasked Estep 
Score: -21227438.000000 Penalty: 5998.984863
	Iteration 26Q: 3 clusters Score -2.122744e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 177027 members 
Entering Unmasked Estep 
Score: -21227450.000000 Penalty: 5998.984863
	Iteration 27Q: 3 clusters Score -2.122745e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 177067 members 
Entering Unmasked Estep 
Score: -21227458.000000 Penalty: 5998.984863
	Iteration 28Q: 3 clusters Score -2.122746e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 177106 members 
Entering Unmasked Estep 
Score: -21227480.000000 Penalty: 5998.984863
	Iteration 29Q: 3 clusters Score -2.122748e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 177147 members 
Entering Unmasked Estep 
Score: -21227530.000000 Penalty: 5998.984863
	Iteration 30Q: 3 clusters Score -2.122753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 177180 members 
Entering Unmasked Estep 
Score: -21227506.000000 Penalty: 5998.984863
	Iteration 31Q: 3 clusters Score -2.122751e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 177197 members 
Entering Unmasked Estep 
Score: -21227498.000000 Penalty: 5998.984863
	Iteration 32Q: 3 clusters Score -2.12275e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 177213 members 
Entering Unmasked Estep 
Score: -21227500.000000 Penalty: 5998.984863
	Iteration 33Q: 3 clusters Score -2.12275e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 177226 members 
Entering Unmasked Estep 
Score: -21227526.000000 Penalty: 5998.984863
	Iteration 34Q: 3 clusters Score -2.122753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 177239 members 
Entering Unmasked Estep 
Score: -21227530.000000 Penalty: 5998.984863
	Iteration 35Q: 3 clusters Score -2.122753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 177250 members 
Entering Unmasked Estep 
Score: -21227522.000000 Penalty: 5998.984863
	Iteration 36Q: 3 clusters Score -2.122752e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 177257 members 
Entering Unmasked Estep 
Score: -21227534.000000 Penalty: 5998.984863
	Iteration 37Q: 3 clusters Score -2.122753e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 177265 members 
Entering Unmasked Estep 
Score: -21227542.000000 Penalty: 5998.984863
	Iteration 38Q: 3 clusters Score -2.122754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 177271 members 
Entering Unmasked Estep 
Score: -21227532.000000 Penalty: 5998.984863
	Iteration 39Q: 3 clusters Score -2.122753e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 177275 members 
Entering Unmasked Estep 
Score: -21227522.000000 Penalty: 5998.984863
	Iteration 40F: 3 clusters Score -2.122752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 177281 members 
Entering Unmasked Estep 
Score: -21227508.000000 Penalty: 5998.984863
	Iteration 41Q: 3 clusters Score -2.122751e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 177281 members 
Entering Unmasked Estep 
Score: -21227514.000000 Penalty: 5998.984863
	Iteration 42Q: 3 clusters Score -2.122751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 177283 members 
Entering Unmasked Estep 
Score: -21227522.000000 Penalty: 5998.984863
	Iteration 43Q: 3 clusters Score -2.122752e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 177287 members 
Entering Unmasked Estep 
Score: -21227520.000000 Penalty: 5998.984863
	Iteration 44Q: 3 clusters Score -2.122752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 177290 members 
Entering Unmasked Estep 
Score: -21227520.000000 Penalty: 5998.984863
	Iteration 45Q: 3 clusters Score -2.122752e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 177293 members 
Entering Unmasked Estep 
Score: -21227510.000000 Penalty: 5998.984863
	Iteration 46Q: 3 clusters Score -2.122751e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 177296 members 
Entering Unmasked Estep 
Score: -21227508.000000 Penalty: 5998.984863
	Iteration 47Q: 3 clusters Score -2.122751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 177299 members 
Entering Unmasked Estep 
Score: -21227500.000000 Penalty: 5998.984863
	Iteration 48Q: 3 clusters Score -2.12275e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 177301 members 
Entering Unmasked Estep 
Score: -21227502.000000 Penalty: 5998.984863
	Iteration 49Q: 3 clusters Score -2.12275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 177302 members 
Entering Unmasked Estep 
Score: -21227494.000000 Penalty: 5998.984863
	Iteration 50Q: 3 clusters Score -2.122749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 177304 members 
Entering Unmasked Estep 
Score: -21227500.000000 Penalty: 5998.984863
	Iteration 51Q: 3 clusters Score -2.12275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 177305 members 
Entering Unmasked Estep 
Score: -21227490.000000 Penalty: 5998.984863
	Iteration 52Q: 3 clusters Score -2.122749e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 177307 members 
Entering Unmasked Estep 
Score: -21227498.000000 Penalty: 5998.984863
	Iteration 53Q: 3 clusters Score -2.12275e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 177308 members 
Entering Unmasked Estep 
Score: -21227492.000000 Penalty: 5998.984863
	Iteration 54Q: 3 clusters Score -2.122749e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 177309 members 
Entering Unmasked Estep 
Score: -21227484.000000 Penalty: 5998.984863
	Iteration 55Q: 3 clusters Score -2.122748e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 177310 members 
Entering Unmasked Estep 
Score: -21227488.000000 Penalty: 5998.984863
	Iteration 56Q: 3 clusters Score -2.122749e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 177310 members 
Entering Unmasked Estep 
Score: -21227488.000000 Penalty: 5998.984863
	Iteration 57F: 3 clusters Score -2.122749e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Entering Unmasked Estep 
Score: -2918050.750000 Penalty: 2527.068848
	Iteration 0F: 2 clusters Score -2918051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -2899801.250000 Penalty: 5054.137695
	Iteration 0F: 3 clusters Score -2899801 nChanged 11956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12622 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2907069.750000 Penalty: 5054.137695
	Iteration 1F: 3 clusters Score -2907070 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2908619.000000 Penalty: 5054.137695
	Iteration 2F: 3 clusters Score -2908619 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11821 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2910187.750000 Penalty: 5054.137695
	Iteration 3F: 3 clusters Score -2910188 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2911572.250000 Penalty: 5054.137695
	Iteration 4F: 3 clusters Score -2911572 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 15872 members 
Entering Unmasked Estep 
Score: -2912716.000000 Penalty: 5054.137695
	Iteration 5F: 3 clusters Score -2912716 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 16331 members 
Entering Unmasked Estep 
Score: -2913531.500000 Penalty: 5054.137695
	Iteration 6Q: 3 clusters Score -2913532 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9902 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -2914024.000000 Penalty: 5054.137695
	Iteration 7Q: 3 clusters Score -2914024 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -2914352.500000 Penalty: 5054.137695
	Iteration 8Q: 3 clusters Score -2914352 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -2914591.000000 Penalty: 5054.137695
	Iteration 9Q: 3 clusters Score -2914591 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 17616 members 
Entering Unmasked Estep 
Score: -2914804.000000 Penalty: 5054.137695
	Iteration 10Q: 3 clusters Score -2914804 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8762 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -2914995.250000 Penalty: 5054.137695
	Iteration 11Q: 3 clusters Score -2914995 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -2915168.500000 Penalty: 5054.137695
	Iteration 12Q: 3 clusters Score -2915168 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 18377 members 
Entering Unmasked Estep 
Score: -2915301.250000 Penalty: 5054.137695
	Iteration 13Q: 3 clusters Score -2915301 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -2915464.750000 Penalty: 5054.137695
	Iteration 14Q: 3 clusters Score -2915465 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7758 members 
Mstep: Class 2 contains 18872 members 
Entering Unmasked Estep 
Score: -2915632.750000 Penalty: 5054.137695
	Iteration 15Q: 3 clusters Score -2915633 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2915862.750000 Penalty: 5054.137695
	Iteration 16Q: 3 clusters Score -2915863 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2916134.000000 Penalty: 5054.137695
	Iteration 17Q: 3 clusters Score -2916134 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6986 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -2916403.000000 Penalty: 5054.137695
	Iteration 18Q: 3 clusters Score -2916403 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -2916589.250000 Penalty: 5054.137695
	Iteration 19Q: 3 clusters Score -2916589 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -2916685.500000 Penalty: 5054.137695
	Iteration 20F: 3 clusters Score -2916686 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 20152 members 
Entering Unmasked Estep 
Score: -2916735.000000 Penalty: 5054.137695
	Iteration 21Q: 3 clusters Score -2916735 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2916779.500000 Penalty: 5054.137695
	Iteration 22Q: 3 clusters Score -2916780 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 20371 members 
Entering Unmasked Estep 
Score: -2916786.250000 Penalty: 5054.137695
	Iteration 23Q: 3 clusters Score -2916786 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -2916808.250000 Penalty: 5054.137695
	Iteration 24Q: 3 clusters Score -2916808 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2916810.250000 Penalty: 5054.137695
	Iteration 25Q: 3 clusters Score -2916810 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 20547 members 
Entering Unmasked Estep 
Score: -2916826.500000 Penalty: 5054.137695
	Iteration 26Q: 3 clusters Score -2916826 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6033 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -2916826.000000 Penalty: 5054.137695
	Iteration 27Q: 3 clusters Score -2916826 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 20643 members 
Entering Unmasked Estep 
Score: -2916845.250000 Penalty: 5054.137695
	Iteration 28Q: 3 clusters Score -2916845 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -2916840.500000 Penalty: 5054.137695
	Iteration 29Q: 3 clusters Score -2916840 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -2916850.500000 Penalty: 5054.137695
	Iteration 30Q: 3 clusters Score -2916850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -2916853.000000 Penalty: 5054.137695
	Iteration 31Q: 3 clusters Score -2916853 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -2916859.750000 Penalty: 5054.137695
	Iteration 32Q: 3 clusters Score -2916860 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -2916860.750000 Penalty: 5054.137695
	Iteration 33Q: 3 clusters Score -2916861 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -2916866.500000 Penalty: 5054.137695
	Iteration 34Q: 3 clusters Score -2916866 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -2916872.250000 Penalty: 5054.137695
	Iteration 35Q: 3 clusters Score -2916872 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 20934 members 
Entering Unmasked Estep 
Score: -2916884.000000 Penalty: 5054.137695
	Iteration 36Q: 3 clusters Score -2916884 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 20961 members 
Entering Unmasked Estep 
Score: -2916887.750000 Penalty: 5054.137695
	Iteration 37Q: 3 clusters Score -2916888 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -2916892.250000 Penalty: 5054.137695
	Iteration 38Q: 3 clusters Score -2916892 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5627 members 
Mstep: Class 2 contains 21003 members 
Entering Unmasked Estep 
Score: -2916890.500000 Penalty: 5054.137695
	Iteration 39Q: 3 clusters Score -2916890 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2916890.250000 Penalty: 5054.137695
	Iteration 40F: 3 clusters Score -2916890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2916892.500000 Penalty: 5054.137695
	Iteration 41Q: 3 clusters Score -2916892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -2916893.750000 Penalty: 5054.137695
	Iteration 42Q: 3 clusters Score -2916894 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -2916901.000000 Penalty: 5054.137695
	Iteration 43Q: 3 clusters Score -2916901 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -2916902.000000 Penalty: 5054.137695
	Iteration 44Q: 3 clusters Score -2916902 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2916900.000000 Penalty: 5054.137695
	Iteration 45Q: 3 clusters Score -2916900 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -2916901.000000 Penalty: 5054.137695
	Iteration 46Q: 3 clusters Score -2916901 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -2916910.500000 Penalty: 5054.137695
	Iteration 47Q: 3 clusters Score -2916910 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -2916903.250000 Penalty: 5054.137695
	Iteration 48Q: 3 clusters Score -2916903 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2916898.750000 Penalty: 5054.137695
	Iteration 49Q: 3 clusters Score -2916899 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 21153 members 
Entering Unmasked Estep 
Score: -2916901.750000 Penalty: 5054.137695
	Iteration 50Q: 3 clusters Score -2916902 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -2916906.000000 Penalty: 5054.137695
	Iteration 51Q: 3 clusters Score -2916906 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -2916905.750000 Penalty: 5054.137695
	Iteration 52Q: 3 clusters Score -2916906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 21210 members 
Entering Unmasked Estep 
Score: -2916912.750000 Penalty: 5054.137695
	Iteration 53Q: 3 clusters Score -2916913 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -2916910.500000 Penalty: 5054.137695
	Iteration 54Q: 3 clusters Score -2916910 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -2916907.250000 Penalty: 5054.137695
	Iteration 55Q: 3 clusters Score -2916907 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -2916904.000000 Penalty: 5054.137695
	Iteration 56Q: 3 clusters Score -2916904 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2916916.500000 Penalty: 5054.137695
	Iteration 57Q: 3 clusters Score -2916916 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -2916918.250000 Penalty: 5054.137695
	Iteration 58Q: 3 clusters Score -2916918 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5324 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -2916917.750000 Penalty: 5054.137695
	Iteration 59Q: 3 clusters Score -2916918 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -2916921.250000 Penalty: 5054.137695
	Iteration 60F: 3 clusters Score -2916921 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -2916918.750000 Penalty: 5054.137695
	Iteration 61Q: 3 clusters Score -2916919 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -2916925.500000 Penalty: 5054.137695
	Iteration 62Q: 3 clusters Score -2916926 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -2916927.750000 Penalty: 5054.137695
	Iteration 63Q: 3 clusters Score -2916928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -2916930.500000 Penalty: 5054.137695
	Iteration 64Q: 3 clusters Score -2916930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 21465 members 
Entering Unmasked Estep 
Score: -2916931.500000 Penalty: 5054.137695
	Iteration 65Q: 3 clusters Score -2916932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -2916932.500000 Penalty: 5054.137695
	Iteration 66Q: 3 clusters Score -2916932 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 21521 members 
Entering Unmasked Estep 
Score: -2916944.250000 Penalty: 5054.137695
	Iteration 67Q: 3 clusters Score -2916944 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 21548 members 
Entering Unmasked Estep 
Score: -2916948.250000 Penalty: 5054.137695
	Iteration 68Q: 3 clusters Score -2916948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 21573 members 
Entering Unmasked Estep 
Score: -2916946.500000 Penalty: 5054.137695
	Iteration 69Q: 3 clusters Score -2916946 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 21594 members 
Entering Unmasked Estep 
Score: -2916942.500000 Penalty: 5054.137695
	Iteration 70Q: 3 clusters Score -2916942 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2916953.000000 Penalty: 5054.137695
	Iteration 71Q: 3 clusters Score -2916953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 21634 members 
Entering Unmasked Estep 
Score: -2916965.750000 Penalty: 5054.137695
	Iteration 72Q: 3 clusters Score -2916966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2916964.750000 Penalty: 5054.137695
	Iteration 73Q: 3 clusters Score -2916965 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2916966.000000 Penalty: 5054.137695
	Iteration 74Q: 3 clusters Score -2916966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2916965.000000 Penalty: 5054.137695
	Iteration 75Q: 3 clusters Score -2916965 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2916970.000000 Penalty: 5054.137695
	Iteration 76Q: 3 clusters Score -2916970 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 21677 members 
Entering Unmasked Estep 
Score: -2916968.500000 Penalty: 5054.137695
	Iteration 77Q: 3 clusters Score -2916968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -2916970.000000 Penalty: 5054.137695
	Iteration 78Q: 3 clusters Score -2916970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 21700 members 
Entering Unmasked Estep 
Score: -2916975.000000 Penalty: 5054.137695
	Iteration 79Q: 3 clusters Score -2916975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 21714 members 
Entering Unmasked Estep 
Score: -2916972.750000 Penalty: 5054.137695
	Iteration 80F: 3 clusters Score -2916973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 21728 members 
Entering Unmasked Estep 
Score: -2916975.500000 Penalty: 5054.137695
	Iteration 81Q: 3 clusters Score -2916976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -2916974.750000 Penalty: 5054.137695
	Iteration 82Q: 3 clusters Score -2916975 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -2916977.500000 Penalty: 5054.137695
	Iteration 83Q: 3 clusters Score -2916978 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 21774 members 
Entering Unmasked Estep 
Score: -2916975.000000 Penalty: 5054.137695
	Iteration 84Q: 3 clusters Score -2916975 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
Score: -2916970.250000 Penalty: 5054.137695
	Iteration 85Q: 3 clusters Score -2916970 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 21805 members 
Entering Unmasked Estep 
Score: -2916971.000000 Penalty: 5054.137695
	Iteration 86Q: 3 clusters Score -2916971 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -2916973.500000 Penalty: 5054.137695
	Iteration 87Q: 3 clusters Score -2916974 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -2916983.250000 Penalty: 5054.137695
	Iteration 88Q: 3 clusters Score -2916983 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -2916977.500000 Penalty: 5054.137695
	Iteration 89Q: 3 clusters Score -2916978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -2916979.500000 Penalty: 5054.137695
	Iteration 90Q: 3 clusters Score -2916980 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -2916980.000000 Penalty: 5054.137695
	Iteration 91Q: 3 clusters Score -2916980 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 21911 members 
Entering Unmasked Estep 
Score: -2916990.000000 Penalty: 5054.137695
	Iteration 92Q: 3 clusters Score -2916990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2916985.500000 Penalty: 5054.137695
	Iteration 93Q: 3 clusters Score -2916986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 21948 members 
Entering Unmasked Estep 
Score: -2916991.750000 Penalty: 5054.137695
	Iteration 94Q: 3 clusters Score -2916992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -2916991.500000 Penalty: 5054.137695
	Iteration 95Q: 3 clusters Score -2916992 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 21984 members 
Entering Unmasked Estep 
Score: -2916999.750000 Penalty: 5054.137695
	Iteration 96Q: 3 clusters Score -2917000 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -2917004.500000 Penalty: 5054.137695
	Iteration 97Q: 3 clusters Score -2917004 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Mstep: Class 2 contains 22029 members 
Entering Unmasked Estep 
Score: -2917012.250000 Penalty: 5054.137695
	Iteration 98Q: 3 clusters Score -2917012 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -2917015.250000 Penalty: 5054.137695
	Iteration 99Q: 3 clusters Score -2917015 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4560 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -2917022.750000 Penalty: 5054.137695
	Iteration 100F: 3 clusters Score -2917023 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -2917018.000000 Penalty: 5054.137695
	Iteration 101Q: 3 clusters Score -2917018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2917027.750000 Penalty: 5054.137695
	Iteration 102Q: 3 clusters Score -2917028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -2917024.250000 Penalty: 5054.137695
	Iteration 103Q: 3 clusters Score -2917024 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 22133 members 
Entering Unmasked Estep 
Score: -2917027.500000 Penalty: 5054.137695
	Iteration 104Q: 3 clusters Score -2917028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2917024.750000 Penalty: 5054.137695
	Iteration 105Q: 3 clusters Score -2917025 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4466 members 
Mstep: Class 2 contains 22164 members 
Entering Unmasked Estep 
Score: -2917031.500000 Penalty: 5054.137695
	Iteration 106Q: 3 clusters Score -2917032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 22174 members 
Entering Unmasked Estep 
Score: -2917035.000000 Penalty: 5054.137695
	Iteration 107Q: 3 clusters Score -2917035 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2917032.250000 Penalty: 5054.137695
	Iteration 108Q: 3 clusters Score -2917032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -2917032.000000 Penalty: 5054.137695
	Iteration 109Q: 3 clusters Score -2917032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2917038.750000 Penalty: 5054.137695
	Iteration 110Q: 3 clusters Score -2917039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 22205 members 
Entering Unmasked Estep 
Score: -2917041.500000 Penalty: 5054.137695
	Iteration 111Q: 3 clusters Score -2917042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 22211 members 
Entering Unmasked Estep 
Score: -2917038.250000 Penalty: 5054.137695
	Iteration 112Q: 3 clusters Score -2917038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -2917044.250000 Penalty: 5054.137695
	Iteration 113Q: 3 clusters Score -2917044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -2917047.250000 Penalty: 5054.137695
	Iteration 114Q: 3 clusters Score -2917047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2917046.250000 Penalty: 5054.137695
	Iteration 115Q: 3 clusters Score -2917046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 22238 members 
Entering Unmasked Estep 
Score: -2917039.250000 Penalty: 5054.137695
	Iteration 116Q: 3 clusters Score -2917039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -2917047.750000 Penalty: 5054.137695
	Iteration 117Q: 3 clusters Score -2917048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 22248 members 
Entering Unmasked Estep 
Score: -2917046.000000 Penalty: 5054.137695
	Iteration 118Q: 3 clusters Score -2917046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 22250 members 
Entering Unmasked Estep 
Score: -2917045.500000 Penalty: 5054.137695
	Iteration 119Q: 3 clusters Score -2917046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -2917040.000000 Penalty: 5054.137695
	Iteration 120F: 3 clusters Score -2917040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2917044.500000 Penalty: 5054.137695
	Iteration 121Q: 3 clusters Score -2917044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 22263 members 
Entering Unmasked Estep 
Score: -2917043.250000 Penalty: 5054.137695
	Iteration 122Q: 3 clusters Score -2917043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2917044.500000 Penalty: 5054.137695
	Iteration 123Q: 3 clusters Score -2917044 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 22265 members 
Entering Unmasked Estep 
Score: -2917044.500000 Penalty: 5054.137695
	Iteration 124F: 3 clusters Score -2917044 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Entering Unmasked Estep 
Score: -1526019.875000 Penalty: 2344.415039
	Iteration 0F: 2 clusters Score -1526020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1516619.625000 Penalty: 4688.830078
	Iteration 0F: 3 clusters Score -1516620 nChanged 5451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 6085 members 
Entering Unmasked Estep 
Score: -1519945.625000 Penalty: 4688.830078
	Iteration 1F: 3 clusters Score -1519946 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1520494.750000 Penalty: 4688.830078
	Iteration 2F: 3 clusters Score -1520495 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -1520995.875000 Penalty: 4688.830078
	Iteration 3F: 3 clusters Score -1520996 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -1521453.375000 Penalty: 4688.830078
	Iteration 4F: 3 clusters Score -1521453 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -1521824.375000 Penalty: 4688.830078
	Iteration 5F: 3 clusters Score -1521824 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -1522107.125000 Penalty: 4688.830078
	Iteration 6Q: 3 clusters Score -1522107 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1522353.125000 Penalty: 4688.830078
	Iteration 7Q: 3 clusters Score -1522353 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1522548.875000 Penalty: 4688.830078
	Iteration 8Q: 3 clusters Score -1522549 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1522714.625000 Penalty: 4688.830078
	Iteration 9Q: 3 clusters Score -1522715 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 5789 members 
Entering Unmasked Estep 
Score: -1522861.125000 Penalty: 4688.830078
	Iteration 10Q: 3 clusters Score -1522861 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 5865 members 
Entering Unmasked Estep 
Score: -1522969.125000 Penalty: 4688.830078
	Iteration 11Q: 3 clusters Score -1522969 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1523053.000000 Penalty: 4688.830078
	Iteration 12Q: 3 clusters Score -1523053 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -1523108.500000 Penalty: 4688.830078
	Iteration 13Q: 3 clusters Score -1523108 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 6108 members 
Entering Unmasked Estep 
Score: -1523156.500000 Penalty: 4688.830078
	Iteration 14Q: 3 clusters Score -1523156 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6550 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1523202.375000 Penalty: 4688.830078
	Iteration 15Q: 3 clusters Score -1523202 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1523253.250000 Penalty: 4688.830078
	Iteration 16Q: 3 clusters Score -1523253 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1523309.000000 Penalty: 4688.830078
	Iteration 17Q: 3 clusters Score -1523309 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1523357.125000 Penalty: 4688.830078
	Iteration 18Q: 3 clusters Score -1523357 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1523410.250000 Penalty: 4688.830078
	Iteration 19Q: 3 clusters Score -1523410 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -1523453.750000 Penalty: 4688.830078
	Iteration 20F: 3 clusters Score -1523454 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -1523494.750000 Penalty: 4688.830078
	Iteration 21Q: 3 clusters Score -1523495 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1523535.750000 Penalty: 4688.830078
	Iteration 22Q: 3 clusters Score -1523536 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -1523578.250000 Penalty: 4688.830078
	Iteration 23Q: 3 clusters Score -1523578 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 6825 members 
Entering Unmasked Estep 
Score: -1523630.500000 Penalty: 4688.830078
	Iteration 24Q: 3 clusters Score -1523630 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5842 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -1523684.125000 Penalty: 4688.830078
	Iteration 25Q: 3 clusters Score -1523684 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6987 members 
Entering Unmasked Estep 
Score: -1523745.750000 Penalty: 4688.830078
	Iteration 26Q: 3 clusters Score -1523746 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1523799.125000 Penalty: 4688.830078
	Iteration 27Q: 3 clusters Score -1523799 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1523853.000000 Penalty: 4688.830078
	Iteration 28Q: 3 clusters Score -1523853 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1523905.500000 Penalty: 4688.830078
	Iteration 29Q: 3 clusters Score -1523906 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5451 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -1523953.125000 Penalty: 4688.830078
	Iteration 30Q: 3 clusters Score -1523953 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1523980.875000 Penalty: 4688.830078
	Iteration 31Q: 3 clusters Score -1523981 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -1524000.000000 Penalty: 4688.830078
	Iteration 32Q: 3 clusters Score -1524000 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -1524016.500000 Penalty: 4688.830078
	Iteration 33Q: 3 clusters Score -1524016 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1524031.625000 Penalty: 4688.830078
	Iteration 34Q: 3 clusters Score -1524032 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1524039.750000 Penalty: 4688.830078
	Iteration 35Q: 3 clusters Score -1524040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 7536 members 
Entering Unmasked Estep 
Score: -1524054.875000 Penalty: 4688.830078
	Iteration 36Q: 3 clusters Score -1524055 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1524066.000000 Penalty: 4688.830078
	Iteration 37Q: 3 clusters Score -1524066 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -1524071.875000 Penalty: 4688.830078
	Iteration 38Q: 3 clusters Score -1524072 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1524082.875000 Penalty: 4688.830078
	Iteration 39Q: 3 clusters Score -1524083 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -1524086.500000 Penalty: 4688.830078
	Iteration 40F: 3 clusters Score -1524086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -1524082.875000 Penalty: 4688.830078
	Iteration 41Q: 3 clusters Score -1524083 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -1524091.000000 Penalty: 4688.830078
	Iteration 42Q: 3 clusters Score -1524091 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1524086.625000 Penalty: 4688.830078
	Iteration 43Q: 3 clusters Score -1524087 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 7673 members 
Entering Unmasked Estep 
Score: -1524090.750000 Penalty: 4688.830078
	Iteration 44Q: 3 clusters Score -1524091 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5071 members 
Mstep: Class 2 contains 7679 members 
Entering Unmasked Estep 
Score: -1524090.875000 Penalty: 4688.830078
	Iteration 45Q: 3 clusters Score -1524091 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -1524088.875000 Penalty: 4688.830078
	Iteration 46Q: 3 clusters Score -1524089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1524093.875000 Penalty: 4688.830078
	Iteration 47Q: 3 clusters Score -1524094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1524094.250000 Penalty: 4688.830078
	Iteration 48Q: 3 clusters Score -1524094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -1524093.125000 Penalty: 4688.830078
	Iteration 49Q: 3 clusters Score -1524093 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 7706 members 
Entering Unmasked Estep 
Score: -1524096.875000 Penalty: 4688.830078
	Iteration 50Q: 3 clusters Score -1524097 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -1524097.375000 Penalty: 4688.830078
	Iteration 51Q: 3 clusters Score -1524097 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1524097.750000 Penalty: 4688.830078
	Iteration 52Q: 3 clusters Score -1524098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1524095.875000 Penalty: 4688.830078
	Iteration 53Q: 3 clusters Score -1524096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -1524096.500000 Penalty: 4688.830078
	Iteration 54Q: 3 clusters Score -1524096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -1524096.875000 Penalty: 4688.830078
	Iteration 55Q: 3 clusters Score -1524097 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -1524097.625000 Penalty: 4688.830078
	Iteration 56Q: 3 clusters Score -1524098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1524097.875000 Penalty: 4688.830078
	Iteration 57Q: 3 clusters Score -1524098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 7721 members 
Entering Unmasked Estep 
Score: -1524100.750000 Penalty: 4688.830078
	Iteration 58Q: 3 clusters Score -1524101 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1524102.875000 Penalty: 4688.830078
	Iteration 59Q: 3 clusters Score -1524103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -1524102.875000 Penalty: 4688.830078
	Iteration 60F: 3 clusters Score -1524103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -259283.625000 Penalty: 1938.171387
	Iteration 0F: 2 clusters Score -259283.6 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 1230 members 
Entering Unmasked Estep 
Score: -256371.656250 Penalty: 3876.342773
	Iteration 0F: 3 clusters Score -256371.7 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -256995.343750 Penalty: 3876.342773
	Iteration 1F: 3 clusters Score -256995.3 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -257183.453125 Penalty: 3876.342773
	Iteration 2F: 3 clusters Score -257183.5 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -257320.171875 Penalty: 3876.342773
	Iteration 3F: 3 clusters Score -257320.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -257415.218750 Penalty: 3876.342773
	Iteration 4Q: 3 clusters Score -257415.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -257479.296875 Penalty: 3876.342773
	Iteration 5Q: 3 clusters Score -257479.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -257536.031250 Penalty: 3876.342773
	Iteration 6Q: 3 clusters Score -257536 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -257582.265625 Penalty: 3876.342773
	Iteration 7Q: 3 clusters Score -257582.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -257607.046875 Penalty: 3876.342773
	Iteration 8Q: 3 clusters Score -257607 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -257623.140625 Penalty: 3876.342773
	Iteration 9Q: 3 clusters Score -257623.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -257638.218750 Penalty: 3876.342773
	Iteration 10Q: 3 clusters Score -257638.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -257646.703125 Penalty: 3876.342773
	Iteration 11Q: 3 clusters Score -257646.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -257658.921875 Penalty: 3876.342773
	Iteration 12Q: 3 clusters Score -257658.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -257669.015625 Penalty: 3876.342773
	Iteration 13Q: 3 clusters Score -257669 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -257673.078125 Penalty: 3876.342773
	Iteration 14Q: 3 clusters Score -257673.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -257675.546875 Penalty: 3876.342773
	Iteration 15Q: 3 clusters Score -257675.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -257677.859375 Penalty: 3876.342773
	Iteration 16Q: 3 clusters Score -257677.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -257679.109375 Penalty: 3876.342773
	Iteration 17Q: 3 clusters Score -257679.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -257680.046875 Penalty: 3876.342773
	Iteration 18Q: 3 clusters Score -257680 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -257681.437500 Penalty: 3876.342773
	Iteration 19Q: 3 clusters Score -257681.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -257683.375000 Penalty: 3876.342773
	Iteration 20F: 3 clusters Score -257683.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -257683.718750 Penalty: 3876.342773
	Iteration 21Q: 3 clusters Score -257683.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -257683.718750 Penalty: 3876.342773
	Iteration 22F: 3 clusters Score -257683.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Entering Unmasked Estep 
Score: -1086707.000000 Penalty: 2331.581543
	Iteration 0F: 2 clusters Score -1086707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -1077749.000000 Penalty: 4663.163086
	Iteration 0F: 3 clusters Score -1077749 nChanged 5127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1080769.375000 Penalty: 4663.163086
	Iteration 1F: 3 clusters Score -1080769 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -1081444.875000 Penalty: 4663.163086
	Iteration 2F: 3 clusters Score -1081445 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
Score: -1082172.125000 Penalty: 4663.163086
	Iteration 3F: 3 clusters Score -1082172 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1082850.375000 Penalty: 4663.163086
	Iteration 4F: 3 clusters Score -1082850 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -1083332.875000 Penalty: 4663.163086
	Iteration 5F: 3 clusters Score -1083333 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1083684.125000 Penalty: 4663.163086
	Iteration 6Q: 3 clusters Score -1083684 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6452 members 
Entering Unmasked Estep 
Score: -1083955.000000 Penalty: 4663.163086
	Iteration 7Q: 3 clusters Score -1083955 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -1084178.375000 Penalty: 4663.163086
	Iteration 8Q: 3 clusters Score -1084178 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -1084346.000000 Penalty: 4663.163086
	Iteration 9Q: 3 clusters Score -1084346 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1084509.125000 Penalty: 4663.163086
	Iteration 10Q: 3 clusters Score -1084509 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 6115 members 
Entering Unmasked Estep 
Score: -1084616.750000 Penalty: 4663.163086
	Iteration 11Q: 3 clusters Score -1084617 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1084720.375000 Penalty: 4663.163086
	Iteration 12Q: 3 clusters Score -1084720 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -1084807.875000 Penalty: 4663.163086
	Iteration 13Q: 3 clusters Score -1084808 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6250 members 
Mstep: Class 2 contains 5857 members 
Entering Unmasked Estep 
Score: -1084884.875000 Penalty: 4663.163086
	Iteration 14Q: 3 clusters Score -1084885 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6345 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1084954.625000 Penalty: 4663.163086
	Iteration 15Q: 3 clusters Score -1084955 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1085014.500000 Penalty: 4663.163086
	Iteration 16Q: 3 clusters Score -1085014 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1085074.125000 Penalty: 4663.163086
	Iteration 17Q: 3 clusters Score -1085074 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1085121.500000 Penalty: 4663.163086
	Iteration 18Q: 3 clusters Score -1085122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1085161.875000 Penalty: 4663.163086
	Iteration 19Q: 3 clusters Score -1085162 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1085205.250000 Penalty: 4663.163086
	Iteration 20F: 3 clusters Score -1085205 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1085245.375000 Penalty: 4663.163086
	Iteration 21Q: 3 clusters Score -1085245 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -1085292.750000 Penalty: 4663.163086
	Iteration 22Q: 3 clusters Score -1085293 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1085324.875000 Penalty: 4663.163086
	Iteration 23Q: 3 clusters Score -1085325 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -1085351.750000 Penalty: 4663.163086
	Iteration 24Q: 3 clusters Score -1085352 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7238 members 
Mstep: Class 2 contains 4869 members 
Entering Unmasked Estep 
Score: -1085376.000000 Penalty: 4663.163086
	Iteration 25Q: 3 clusters Score -1085376 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -1085392.875000 Penalty: 4663.163086
	Iteration 26Q: 3 clusters Score -1085393 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 4750 members 
Entering Unmasked Estep 
Score: -1085407.750000 Penalty: 4663.163086
	Iteration 27Q: 3 clusters Score -1085408 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1085420.500000 Penalty: 4663.163086
	Iteration 28Q: 3 clusters Score -1085420 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7459 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -1085428.125000 Penalty: 4663.163086
	Iteration 29Q: 3 clusters Score -1085428 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1085440.750000 Penalty: 4663.163086
	Iteration 30Q: 3 clusters Score -1085441 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1085443.750000 Penalty: 4663.163086
	Iteration 31Q: 3 clusters Score -1085444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1085452.875000 Penalty: 4663.163086
	Iteration 32Q: 3 clusters Score -1085453 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7605 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1085458.250000 Penalty: 4663.163086
	Iteration 33Q: 3 clusters Score -1085458 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1085464.250000 Penalty: 4663.163086
	Iteration 34Q: 3 clusters Score -1085464 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7661 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -1085463.625000 Penalty: 4663.163086
	Iteration 35Q: 3 clusters Score -1085464 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1085467.750000 Penalty: 4663.163086
	Iteration 36Q: 3 clusters Score -1085468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -1085472.875000 Penalty: 4663.163086
	Iteration 37Q: 3 clusters Score -1085473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1085476.125000 Penalty: 4663.163086
	Iteration 38Q: 3 clusters Score -1085476 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1085480.000000 Penalty: 4663.163086
	Iteration 39Q: 3 clusters Score -1085480 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -1085486.625000 Penalty: 4663.163086
	Iteration 40F: 3 clusters Score -1085487 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1085493.625000 Penalty: 4663.163086
	Iteration 41Q: 3 clusters Score -1085494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1085495.625000 Penalty: 4663.163086
	Iteration 42Q: 3 clusters Score -1085496 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 4265 members 
Entering Unmasked Estep 
Score: -1085497.250000 Penalty: 4663.163086
	Iteration 43Q: 3 clusters Score -1085497 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1085500.250000 Penalty: 4663.163086
	Iteration 44Q: 3 clusters Score -1085500 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7872 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1085503.000000 Penalty: 4663.163086
	Iteration 45Q: 3 clusters Score -1085503 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1085503.750000 Penalty: 4663.163086
	Iteration 46Q: 3 clusters Score -1085504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1085507.625000 Penalty: 4663.163086
	Iteration 47Q: 3 clusters Score -1085508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -1085509.000000 Penalty: 4663.163086
	Iteration 48Q: 3 clusters Score -1085509 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7913 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1085506.875000 Penalty: 4663.163086
	Iteration 49Q: 3 clusters Score -1085507 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1085508.000000 Penalty: 4663.163086
	Iteration 50Q: 3 clusters Score -1085508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7918 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1085509.250000 Penalty: 4663.163086
	Iteration 51Q: 3 clusters Score -1085509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -1085507.250000 Penalty: 4663.163086
	Iteration 52Q: 3 clusters Score -1085507 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1085510.500000 Penalty: 4663.163086
	Iteration 53Q: 3 clusters Score -1085510 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -1085512.000000 Penalty: 4663.163086
	Iteration 54Q: 3 clusters Score -1085512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -1085512.375000 Penalty: 4663.163086
	Iteration 55Q: 3 clusters Score -1085512 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1085514.875000 Penalty: 4663.163086
	Iteration 56Q: 3 clusters Score -1085515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -1085515.250000 Penalty: 4663.163086
	Iteration 57Q: 3 clusters Score -1085515 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1085518.125000 Penalty: 4663.163086
	Iteration 58Q: 3 clusters Score -1085518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1085520.375000 Penalty: 4663.163086
	Iteration 59Q: 3 clusters Score -1085520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1085517.875000 Penalty: 4663.163086
	Iteration 60F: 3 clusters Score -1085518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -1085519.625000 Penalty: 4663.163086
	Iteration 61Q: 3 clusters Score -1085520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 4134 members 
Entering Unmasked Estep 
Score: -1085518.000000 Penalty: 4663.163086
	Iteration 62Q: 3 clusters Score -1085518 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1085521.250000 Penalty: 4663.163086
	Iteration 63Q: 3 clusters Score -1085521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -1085519.375000 Penalty: 4663.163086
	Iteration 64Q: 3 clusters Score -1085519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7980 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1085521.875000 Penalty: 4663.163086
	Iteration 65Q: 3 clusters Score -1085522 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1085519.625000 Penalty: 4663.163086
	Iteration 66Q: 3 clusters Score -1085520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -1085519.625000 Penalty: 4663.163086
	Iteration 67F: 3 clusters Score -1085520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Entering Unmasked Estep 
Score: -1155607.375000 Penalty: 2292.839600
	Iteration 0F: 2 clusters Score -1155607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1147769.625000 Penalty: 4585.679199
	Iteration 0F: 3 clusters Score -1147770 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -1150074.375000 Penalty: 4585.679199
	Iteration 1F: 3 clusters Score -1150074 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1150559.250000 Penalty: 4585.679199
	Iteration 2F: 3 clusters Score -1150559 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -1151079.625000 Penalty: 4585.679199
	Iteration 3F: 3 clusters Score -1151080 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1151615.375000 Penalty: 4585.679199
	Iteration 4F: 3 clusters Score -1151615 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1152070.500000 Penalty: 4585.679199
	Iteration 5F: 3 clusters Score -1152070 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5833 members 
Entering Unmasked Estep 
Score: -1152488.375000 Penalty: 4585.679199
	Iteration 6F: 3 clusters Score -1152488 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1152829.125000 Penalty: 4585.679199
	Iteration 7F: 3 clusters Score -1152829 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -1153060.375000 Penalty: 4585.679199
	Iteration 8Q: 3 clusters Score -1153060 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -1153203.750000 Penalty: 4585.679199
	Iteration 9Q: 3 clusters Score -1153204 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -1153281.250000 Penalty: 4585.679199
	Iteration 10Q: 3 clusters Score -1153281 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4123 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -1153320.875000 Penalty: 4585.679199
	Iteration 11Q: 3 clusters Score -1153321 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1153337.875000 Penalty: 4585.679199
	Iteration 12Q: 3 clusters Score -1153338 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1153349.500000 Penalty: 4585.679199
	Iteration 13Q: 3 clusters Score -1153350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1153356.125000 Penalty: 4585.679199
	Iteration 14Q: 3 clusters Score -1153356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1153359.250000 Penalty: 4585.679199
	Iteration 15Q: 3 clusters Score -1153359 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1153369.000000 Penalty: 4585.679199
	Iteration 16Q: 3 clusters Score -1153369 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 6335 members 
Entering Unmasked Estep 
Score: -1153376.000000 Penalty: 4585.679199
	Iteration 17Q: 3 clusters Score -1153376 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -1153378.125000 Penalty: 4585.679199
	Iteration 18Q: 3 clusters Score -1153378 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 6347 members 
Entering Unmasked Estep 
Score: -1153382.750000 Penalty: 4585.679199
	Iteration 19Q: 3 clusters Score -1153383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1153385.250000 Penalty: 4585.679199
	Iteration 20F: 3 clusters Score -1153385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4006 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1153386.000000 Penalty: 4585.679199
	Iteration 21Q: 3 clusters Score -1153386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -1153390.250000 Penalty: 4585.679199
	Iteration 22Q: 3 clusters Score -1153390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1153388.750000 Penalty: 4585.679199
	Iteration 23Q: 3 clusters Score -1153389 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1153390.625000 Penalty: 4585.679199
	Iteration 24Q: 3 clusters Score -1153391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -1153392.125000 Penalty: 4585.679199
	Iteration 25Q: 3 clusters Score -1153392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1153392.375000 Penalty: 4585.679199
	Iteration 26Q: 3 clusters Score -1153392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1153394.000000 Penalty: 4585.679199
	Iteration 27Q: 3 clusters Score -1153394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 6373 members 
Entering Unmasked Estep 
Score: -1153393.750000 Penalty: 4585.679199
	Iteration 28Q: 3 clusters Score -1153394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1153394.375000 Penalty: 4585.679199
	Iteration 29Q: 3 clusters Score -1153394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1153396.125000 Penalty: 4585.679199
	Iteration 30Q: 3 clusters Score -1153396 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1153396.125000 Penalty: 4585.679199
	Iteration 31F: 3 clusters Score -1153396 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (215398 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215398 members 
Entering Unmasked Estep 
Score: -25353306.000000 Penalty: 3045.500244
	Iteration 0F: 2 clusters Score -2.535331e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107949 members 
Mstep: Class 2 contains 107449 members 
Entering Unmasked Estep 
Score: -25214448.000000 Penalty: 6091.000488
	Iteration 0F: 3 clusters Score -2.521445e+07 nChanged 103903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112844 members 
Mstep: Class 2 contains 102554 members 
Entering Unmasked Estep 
Score: -25275672.000000 Penalty: 6091.000488
	Iteration 1F: 3 clusters Score -2.527567e+07 nChanged 6995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116611 members 
Mstep: Class 2 contains 98787 members 
Entering Unmasked Estep 
Score: -25277388.000000 Penalty: 6091.000488
	Iteration 2Q: 3 clusters Score -2.527739e+07 nChanged 8590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122425 members 
Mstep: Class 2 contains 92973 members 
Entering Unmasked Estep 
Score: -25280590.000000 Penalty: 6091.000488
	Iteration 3Q: 3 clusters Score -2.528059e+07 nChanged 11059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131340 members 
Mstep: Class 2 contains 84058 members 
Entering Unmasked Estep 
Score: -25286028.000000 Penalty: 6091.000488
	Iteration 4F: 3 clusters Score -2.528603e+07 nChanged 14132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143778 members 
Mstep: Class 2 contains 71620 members 
Entering Unmasked Estep 
Score: -25294462.000000 Penalty: 6091.000488
	Iteration 5F: 3 clusters Score -2.529446e+07 nChanged 16715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159295 members 
Mstep: Class 2 contains 56103 members 
Entering Unmasked Estep 
Score: -25307856.000000 Penalty: 6091.000488
	Iteration 6F: 3 clusters Score -2.530786e+07 nChanged 17313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175940 members 
Mstep: Class 2 contains 39458 members 
Entering Unmasked Estep 
Score: -25322550.000000 Penalty: 6091.000488
	Iteration 7F: 3 clusters Score -2.532255e+07 nChanged 14261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189833 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -25334246.000000 Penalty: 6091.000488
	Iteration 8F: 3 clusters Score -2.533425e+07 nChanged 9547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199148 members 
Mstep: Class 2 contains 16250 members 
Entering Unmasked Estep 
Score: -25341382.000000 Penalty: 6091.000488
	Iteration 9Q: 3 clusters Score -2.534138e+07 nChanged 5771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204791 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
Score: -25345482.000000 Penalty: 6091.000488
	Iteration 10Q: 3 clusters Score -2.534548e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208112 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -25347650.000000 Penalty: 6091.000488
	Iteration 11Q: 3 clusters Score -2.534765e+07 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210078 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -25349014.000000 Penalty: 6091.000488
	Iteration 12Q: 3 clusters Score -2.534901e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211305 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -25349868.000000 Penalty: 6091.000488
	Iteration 13Q: 3 clusters Score -2.534987e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212091 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -25350352.000000 Penalty: 6091.000488
	Iteration 14Q: 3 clusters Score -2.535035e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212623 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -25350732.000000 Penalty: 6091.000488
	Iteration 15Q: 3 clusters Score -2.535073e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212973 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -25350890.000000 Penalty: 6091.000488
	Iteration 16Q: 3 clusters Score -2.535089e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213209 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -25351030.000000 Penalty: 6091.000488
	Iteration 17Q: 3 clusters Score -2.535103e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213368 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -25351084.000000 Penalty: 6091.000488
	Iteration 18Q: 3 clusters Score -2.535108e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213498 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -25351178.000000 Penalty: 6091.000488
	Iteration 19Q: 3 clusters Score -2.535118e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213596 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -25351218.000000 Penalty: 6091.000488
	Iteration 20F: 3 clusters Score -2.535122e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213651 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -25351270.000000 Penalty: 6091.000488
	Iteration 21Q: 3 clusters Score -2.535127e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213698 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -25351282.000000 Penalty: 6091.000488
	Iteration 22Q: 3 clusters Score -2.535128e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213741 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -25351260.000000 Penalty: 6091.000488
	Iteration 23Q: 3 clusters Score -2.535126e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213786 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -25351282.000000 Penalty: 6091.000488
	Iteration 24Q: 3 clusters Score -2.535128e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213818 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -25351268.000000 Penalty: 6091.000488
	Iteration 25Q: 3 clusters Score -2.535127e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213840 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -25351276.000000 Penalty: 6091.000488
	Iteration 26Q: 3 clusters Score -2.535128e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213859 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -25351304.000000 Penalty: 6091.000488
	Iteration 27Q: 3 clusters Score -2.53513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213881 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -25351324.000000 Penalty: 6091.000488
	Iteration 28Q: 3 clusters Score -2.535132e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213885 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -25351328.000000 Penalty: 6091.000488
	Iteration 29Q: 3 clusters Score -2.535133e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213891 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -25351342.000000 Penalty: 6091.000488
	Iteration 30Q: 3 clusters Score -2.535134e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213899 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -25351322.000000 Penalty: 6091.000488
	Iteration 31Q: 3 clusters Score -2.535132e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213906 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -25351320.000000 Penalty: 6091.000488
	Iteration 32Q: 3 clusters Score -2.535132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213912 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -25351320.000000 Penalty: 6091.000488
	Iteration 33Q: 3 clusters Score -2.535132e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213921 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -25351312.000000 Penalty: 6091.000488
	Iteration 34Q: 3 clusters Score -2.535131e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213931 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -25351312.000000 Penalty: 6091.000488
	Iteration 35Q: 3 clusters Score -2.535131e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213937 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -25351320.000000 Penalty: 6091.000488
	Iteration 36Q: 3 clusters Score -2.535132e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213943 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -25351324.000000 Penalty: 6091.000488
	Iteration 37Q: 3 clusters Score -2.535132e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213943 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -25351352.000000 Penalty: 6091.000488
	Iteration 38Q: 3 clusters Score -2.535135e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213951 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -25351368.000000 Penalty: 6091.000488
	Iteration 39Q: 3 clusters Score -2.535137e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213953 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -25351356.000000 Penalty: 6091.000488
	Iteration 40F: 3 clusters Score -2.535136e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213958 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -25351356.000000 Penalty: 6091.000488
	Iteration 41Q: 3 clusters Score -2.535136e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213961 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -25351372.000000 Penalty: 6091.000488
	Iteration 42Q: 3 clusters Score -2.535137e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213965 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -25351368.000000 Penalty: 6091.000488
	Iteration 43Q: 3 clusters Score -2.535137e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213969 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -25351372.000000 Penalty: 6091.000488
	Iteration 44Q: 3 clusters Score -2.535137e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213974 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -25351386.000000 Penalty: 6091.000488
	Iteration 45Q: 3 clusters Score -2.535139e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213983 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -25351372.000000 Penalty: 6091.000488
	Iteration 46Q: 3 clusters Score -2.535137e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213985 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -25351388.000000 Penalty: 6091.000488
	Iteration 47Q: 3 clusters Score -2.535139e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213986 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -25351406.000000 Penalty: 6091.000488
	Iteration 48Q: 3 clusters Score -2.535141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213993 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -25351414.000000 Penalty: 6091.000488
	Iteration 49Q: 3 clusters Score -2.535141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213996 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -25351404.000000 Penalty: 6091.000488
	Iteration 50Q: 3 clusters Score -2.53514e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214008 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -25351458.000000 Penalty: 6091.000488
	Iteration 51Q: 3 clusters Score -2.535146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214015 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -25351436.000000 Penalty: 6091.000488
	Iteration 52Q: 3 clusters Score -2.535144e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214021 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -25351470.000000 Penalty: 6091.000488
	Iteration 53Q: 3 clusters Score -2.535147e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214026 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -25351480.000000 Penalty: 6091.000488
	Iteration 54Q: 3 clusters Score -2.535148e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214029 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -25351482.000000 Penalty: 6091.000488
	Iteration 55Q: 3 clusters Score -2.535148e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214031 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -25351484.000000 Penalty: 6091.000488
	Iteration 56Q: 3 clusters Score -2.535148e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214028 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -25351480.000000 Penalty: 6091.000488
	Iteration 57Q: 3 clusters Score -2.535148e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214028 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -25351480.000000 Penalty: 6091.000488
	Iteration 58F: 3 clusters Score -2.535148e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -198838.687500 Penalty: 1946.341919
	Iteration 0F: 2 clusters Score -198838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -195929.515625 Penalty: 3892.683838
	Iteration 0F: 3 clusters Score -195929.5 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -196747.156250 Penalty: 3892.683838
	Iteration 1F: 3 clusters Score -196747.2 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -197103.093750 Penalty: 3892.683838
	Iteration 2F: 3 clusters Score -197103.1 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -197460.781250 Penalty: 3892.683838
	Iteration 3F: 3 clusters Score -197460.8 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -197779.015625 Penalty: 3892.683838
	Iteration 4F: 3 clusters Score -197779 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -198140.187500 Penalty: 3892.683838
	Iteration 5F: 3 clusters Score -198140.2 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -198585.062500 Penalty: 3892.683838
	Iteration 6F: 3 clusters Score -198585.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -198954.015625 Penalty: 3892.683838
	Iteration 7F: 3 clusters Score -198954 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -199109.250000 Penalty: 3892.683838
	Iteration 8Q: 3 clusters Score -199109.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -199184.296875 Penalty: 3892.683838
	Iteration 9Q: 3 clusters Score -199184.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -199224.546875 Penalty: 3892.683838
	Iteration 10Q: 3 clusters Score -199224.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -199239.359375 Penalty: 3892.683838
	Iteration 11Q: 3 clusters Score -199239.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -199251.328125 Penalty: 3892.683838
	Iteration 12Q: 3 clusters Score -199251.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -199257.140625 Penalty: 3892.683838
	Iteration 13Q: 3 clusters Score -199257.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -199259.062500 Penalty: 3892.683838
	Iteration 14Q: 3 clusters Score -199259.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -199262.531250 Penalty: 3892.683838
	Iteration 15Q: 3 clusters Score -199262.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -199263.828125 Penalty: 3892.683838
	Iteration 16Q: 3 clusters Score -199263.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -199263.687500 Penalty: 3892.683838
	Iteration 17Q: 3 clusters Score -199263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -199263.687500 Penalty: 3892.683838
	Iteration 18F: 3 clusters Score -199263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173774 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276115 members 
Mstep: Class 9 contains 81224 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157086 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130205 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178926 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215398 members 
Mstep: Class 25 contains 1386 members 
Mstep: Class 26 contains 22909 members 
Mstep: Class 27 contains 1175 members 
Entering Unmasked Estep 
Score: -161462400.000000 Penalty: 94850.351562
Splitting cluster 25 changes total score from -161462912.000000 to -161462400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (22909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22909 members 
Entering Unmasked Estep 
Score: -2699799.250000 Penalty: 2489.742676
	Iteration 0F: 2 clusters Score -2699799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 11433 members 
Entering Unmasked Estep 
Score: -2683810.500000 Penalty: 4979.485352
	Iteration 0F: 3 clusters Score -2683810 nChanged 10143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 11204 members 
Entering Unmasked Estep 
Score: -2689077.750000 Penalty: 4979.485352
	Iteration 1F: 3 clusters Score -2689078 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11842 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -2689434.750000 Penalty: 4979.485352
	Iteration 2Q: 3 clusters Score -2689435 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 10889 members 
Entering Unmasked Estep 
Score: -2689739.250000 Penalty: 4979.485352
	Iteration 3Q: 3 clusters Score -2689739 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -2689977.500000 Penalty: 4979.485352
	Iteration 4Q: 3 clusters Score -2689978 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 10349 members 
Entering Unmasked Estep 
Score: -2690223.750000 Penalty: 4979.485352
	Iteration 5Q: 3 clusters Score -2690224 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2690453.000000 Penalty: 4979.485352
	Iteration 6Q: 3 clusters Score -2690453 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -2690704.250000 Penalty: 4979.485352
	Iteration 7Q: 3 clusters Score -2690704 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14260 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2691009.750000 Penalty: 4979.485352
	Iteration 8Q: 3 clusters Score -2691010 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2691444.250000 Penalty: 4979.485352
	Iteration 9Q: 3 clusters Score -2691444 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16255 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -2692058.000000 Penalty: 4979.485352
	Iteration 10Q: 3 clusters Score -2692058 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -2692974.000000 Penalty: 4979.485352
	Iteration 11F: 3 clusters Score -2692974 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2694149.750000 Penalty: 4979.485352
	Iteration 12F: 3 clusters Score -2694150 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2695392.500000 Penalty: 4979.485352
	Iteration 13F: 3 clusters Score -2695392 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21617 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2696439.250000 Penalty: 4979.485352
	Iteration 14Q: 3 clusters Score -2696439 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -2697017.500000 Penalty: 4979.485352
	Iteration 15Q: 3 clusters Score -2697018 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -2697297.500000 Penalty: 4979.485352
	Iteration 16Q: 3 clusters Score -2697298 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -2697414.000000 Penalty: 4979.485352
	Iteration 17Q: 3 clusters Score -2697414 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -2697467.750000 Penalty: 4979.485352
	Iteration 18Q: 3 clusters Score -2697468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22659 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -2697504.000000 Penalty: 4979.485352
	Iteration 19Q: 3 clusters Score -2697504 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22673 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -2697530.250000 Penalty: 4979.485352
	Iteration 20F: 3 clusters Score -2697530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -2697552.750000 Penalty: 4979.485352
	Iteration 21Q: 3 clusters Score -2697553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -2697569.000000 Penalty: 4979.485352
	Iteration 22Q: 3 clusters Score -2697569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22698 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -2697578.000000 Penalty: 4979.485352
	Iteration 23Q: 3 clusters Score -2697578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2697582.750000 Penalty: 4979.485352
	Iteration 24Q: 3 clusters Score -2697583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22704 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -2697589.000000 Penalty: 4979.485352
	Iteration 25Q: 3 clusters Score -2697589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2697590.250000 Penalty: 4979.485352
	Iteration 26Q: 3 clusters Score -2697590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2697594.500000 Penalty: 4979.485352
	Iteration 27Q: 3 clusters Score -2697594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2697600.000000 Penalty: 4979.485352
	Iteration 28Q: 3 clusters Score -2697600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22703 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -2697599.000000 Penalty: 4979.485352
	Iteration 29Q: 3 clusters Score -2697599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -2697599.250000 Penalty: 4979.485352
	Iteration 30Q: 3 clusters Score -2697599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2697598.750000 Penalty: 4979.485352
	Iteration 31Q: 3 clusters Score -2697599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -2697598.750000 Penalty: 4979.485352
	Iteration 32F: 3 clusters Score -2697599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173774 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276115 members 
Mstep: Class 9 contains 81224 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157086 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130205 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178926 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215398 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462944.000000 Penalty: 91337.375000
Iteration 439Q: 27 clusters Score -1.614629e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173768 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276122 members 
Mstep: Class 9 contains 81223 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157086 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130202 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178928 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215399 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462928.000000 Penalty: 91337.375000
Iteration 440F: 27 clusters Score -1.614629e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173763 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276130 members 
Mstep: Class 9 contains 81223 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157084 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130199 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178929 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215400 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462928.000000 Penalty: 91337.375000
Iteration 441Q: 27 clusters Score -1.614629e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173763 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276136 members 
Mstep: Class 9 contains 81223 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157083 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130190 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178931 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215402 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462944.000000 Penalty: 91337.375000
Iteration 442Q: 27 clusters Score -1.614629e+08 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173764 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276140 members 
Mstep: Class 9 contains 81223 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19800 members 
Mstep: Class 13 contains 157086 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130182 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178935 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215399 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462976.000000 Penalty: 91337.375000
Iteration 443Q: 27 clusters Score -1.61463e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173765 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276139 members 
Mstep: Class 9 contains 81223 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157087 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130178 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178937 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215400 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462864.000000 Penalty: 91337.375000
Iteration 444Q: 27 clusters Score -1.614629e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173765 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276142 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157087 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130175 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178938 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215400 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462896.000000 Penalty: 91337.375000
Iteration 445Q: 27 clusters Score -1.614629e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173766 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276144 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157087 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130171 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178940 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215400 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462832.000000 Penalty: 91337.375000
Iteration 446Q: 27 clusters Score -1.614628e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173769 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276144 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157087 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130169 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178943 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215396 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 91337.375000
Iteration 447Q: 27 clusters Score -1.614628e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173772 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276147 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157090 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130164 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178942 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215393 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462848.000000 Penalty: 91337.375000
Iteration 448Q: 27 clusters Score -1.614628e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173774 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276153 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157092 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130156 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178944 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215389 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462800.000000 Penalty: 91337.375000
Iteration 449Q: 27 clusters Score -1.614628e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173777 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276156 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 157093 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130148 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178946 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215388 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 91337.375000
Iteration 450Q: 27 clusters Score -1.614628e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173777 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276160 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157093 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130142 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178947 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215388 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462768.000000 Penalty: 91337.375000
Iteration 451Q: 27 clusters Score -1.614628e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173777 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276161 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157093 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130138 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178946 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215391 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462848.000000 Penalty: 91337.375000
Iteration 452Q: 27 clusters Score -1.614628e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173777 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276165 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157093 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130130 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178946 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215395 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462832.000000 Penalty: 91337.375000
Iteration 453Q: 27 clusters Score -1.614628e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173780 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276168 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130122 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178946 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215396 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 91337.375000
Iteration 454Q: 27 clusters Score -1.614628e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173781 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276170 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130121 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178944 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215397 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462896.000000 Penalty: 91337.375000
Iteration 455Q: 27 clusters Score -1.614629e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173780 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276171 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130121 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178943 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215398 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462880.000000 Penalty: 91337.375000
Iteration 456Q: 27 clusters Score -1.614629e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173780 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276171 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130120 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178942 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215400 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462864.000000 Penalty: 91337.375000
Iteration 457Q: 27 clusters Score -1.614629e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173780 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276171 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130116 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178943 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215403 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462864.000000 Penalty: 91337.375000
Iteration 458Q: 27 clusters Score -1.614629e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173780 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276173 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130114 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178943 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215403 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462848.000000 Penalty: 91337.375000
Iteration 459Q: 27 clusters Score -1.614628e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173781 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276177 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157093 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130108 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178945 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215403 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462864.000000 Penalty: 91337.375000
Iteration 460F: 27 clusters Score -1.614629e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173782 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276178 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130105 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178943 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12750 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215405 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 91337.375000
Iteration 461Q: 27 clusters Score -1.614628e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173783 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276180 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130100 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178943 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12751 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215406 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 91337.375000
Iteration 462Q: 27 clusters Score -1.614628e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173782 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276182 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130097 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178945 members 
Mstep: Class 19 contains 26629 members 
Mstep: Class 20 contains 12752 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215405 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462784.000000 Penalty: 91337.375000
Iteration 463Q: 27 clusters Score -1.614628e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173783 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276183 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130092 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178945 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12753 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215406 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462848.000000 Penalty: 91337.375000
Iteration 464Q: 27 clusters Score -1.614628e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173784 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276186 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157093 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130086 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178947 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12754 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215406 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462768.000000 Penalty: 91337.375000
Iteration 465Q: 27 clusters Score -1.614628e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173785 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276190 members 
Mstep: Class 9 contains 81221 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157091 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130081 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178950 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12754 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215406 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462800.000000 Penalty: 91337.375000
Iteration 466Q: 27 clusters Score -1.614628e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173788 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276192 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157089 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130078 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178951 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12754 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215404 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462752.000000 Penalty: 91337.375000
Iteration 467Q: 27 clusters Score -1.614628e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173789 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276195 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157089 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130075 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178950 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 20 contains 12754 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215403 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462784.000000 Penalty: 91337.375000
Iteration 468Q: 27 clusters Score -1.614628e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173789 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276197 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157088 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130073 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178952 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 20 contains 12753 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215403 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462800.000000 Penalty: 91337.375000
Iteration 469Q: 27 clusters Score -1.614628e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173789 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276199 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157088 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130073 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178950 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 20 contains 12752 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215404 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462736.000000 Penalty: 91337.375000
Iteration 470Q: 27 clusters Score -1.614627e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173789 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276203 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157090 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130071 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178948 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 20 contains 12749 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215405 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 91337.375000
Iteration 471Q: 27 clusters Score -1.614628e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173789 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276206 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157091 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130070 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178949 members 
Mstep: Class 19 contains 26632 members 
Mstep: Class 20 contains 12747 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215402 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462832.000000 Penalty: 91337.375000
Iteration 472Q: 27 clusters Score -1.614628e+08 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173786 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276208 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157092 members 
Mstep: Class 14 contains 15618 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 130069 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178953 members 
Mstep: Class 19 contains 26632 members 
Mstep: Class 20 contains 12747 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215400 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462880.000000 Penalty: 91337.375000
Iteration 473Q: 27 clusters Score -1.614629e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24371 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173785 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276209 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157092 members 
Mstep: Class 14 contains 15617 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130067 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178954 members 
Mstep: Class 19 contains 26632 members 
Mstep: Class 20 contains 12745 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215402 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462912.000000 Penalty: 91337.375000
Iteration 474Q: 27 clusters Score -1.614629e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173783 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276212 members 
Mstep: Class 9 contains 81222 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157092 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130066 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178955 members 
Mstep: Class 19 contains 26632 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215402 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462848.000000 Penalty: 91337.375000
Iteration 475Q: 27 clusters Score -1.614628e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173782 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276215 members 
Mstep: Class 9 contains 81221 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157092 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130065 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178951 members 
Mstep: Class 19 contains 26632 members 
Mstep: Class 20 contains 12742 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215405 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22912 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462736.000000 Penalty: 91337.375000
Iteration 476Q: 27 clusters Score -1.614627e+08 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173782 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276223 members 
Mstep: Class 9 contains 81221 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157092 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130065 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178943 members 
Mstep: Class 19 contains 26632 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215403 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 91337.375000
Iteration 477Q: 27 clusters Score -1.614628e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173782 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276224 members 
Mstep: Class 9 contains 81219 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157094 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130064 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178941 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215403 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161462816.000000 Penalty: 91337.375000
Iteration 478Q: 27 clusters Score -1.614628e+08 nChanged 6
Entering ConstructFrom: 
Score: -161462816.000000 Penalty: 91337.375000
Entering ConstructFrom: 
Trying to split cluster 1 (24373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24373 members 
Entering Unmasked Estep 
Score: -2473982.250000 Penalty: 2505.105469
	Iteration 0F: 2 clusters Score -2473982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -2457059.500000 Penalty: 5010.210938
	Iteration 0F: 3 clusters Score -2457060 nChanged 10866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -2462988.750000 Penalty: 5010.210938
	Iteration 1F: 3 clusters Score -2462989 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 11078 members 
Entering Unmasked Estep 
Score: -2463503.000000 Penalty: 5010.210938
	Iteration 2F: 3 clusters Score -2463503 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13785 members 
Mstep: Class 2 contains 10588 members 
Entering Unmasked Estep 
Score: -2464035.250000 Penalty: 5010.210938
	Iteration 3Q: 3 clusters Score -2464035 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -2464662.750000 Penalty: 5010.210938
	Iteration 4F: 3 clusters Score -2464663 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -2465454.250000 Penalty: 5010.210938
	Iteration 5F: 3 clusters Score -2465454 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 7931 members 
Entering Unmasked Estep 
Score: -2466409.500000 Penalty: 5010.210938
	Iteration 6F: 3 clusters Score -2466410 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -2467587.000000 Penalty: 5010.210938
	Iteration 7F: 3 clusters Score -2467587 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2468780.000000 Penalty: 5010.210938
	Iteration 8F: 3 clusters Score -2468780 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19666 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -2469702.000000 Penalty: 5010.210938
	Iteration 9Q: 3 clusters Score -2469702 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -2470397.500000 Penalty: 5010.210938
	Iteration 10Q: 3 clusters Score -2470398 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -2470903.750000 Penalty: 5010.210938
	Iteration 11Q: 3 clusters Score -2470904 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21422 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -2471253.000000 Penalty: 5010.210938
	Iteration 12Q: 3 clusters Score -2471253 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -2471478.500000 Penalty: 5010.210938
	Iteration 13Q: 3 clusters Score -2471478 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21988 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -2471625.500000 Penalty: 5010.210938
	Iteration 14Q: 3 clusters Score -2471626 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22161 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -2471722.250000 Penalty: 5010.210938
	Iteration 15Q: 3 clusters Score -2471722 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -2471801.750000 Penalty: 5010.210938
	Iteration 16Q: 3 clusters Score -2471802 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -2471879.000000 Penalty: 5010.210938
	Iteration 17Q: 3 clusters Score -2471879 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -2471956.250000 Penalty: 5010.210938
	Iteration 18Q: 3 clusters Score -2471956 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -2472006.000000 Penalty: 5010.210938
	Iteration 19Q: 3 clusters Score -2472006 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -2472073.500000 Penalty: 5010.210938
	Iteration 20F: 3 clusters Score -2472074 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -2472116.750000 Penalty: 5010.210938
	Iteration 21Q: 3 clusters Score -2472117 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22848 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -2472150.000000 Penalty: 5010.210938
	Iteration 22Q: 3 clusters Score -2472150 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -2472179.750000 Penalty: 5010.210938
	Iteration 23Q: 3 clusters Score -2472180 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -2472200.250000 Penalty: 5010.210938
	Iteration 24Q: 3 clusters Score -2472200 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22969 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2472204.500000 Penalty: 5010.210938
	Iteration 25Q: 3 clusters Score -2472204 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22990 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -2472222.500000 Penalty: 5010.210938
	Iteration 26Q: 3 clusters Score -2472222 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23023 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -2472239.250000 Penalty: 5010.210938
	Iteration 27Q: 3 clusters Score -2472239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23040 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2472243.250000 Penalty: 5010.210938
	Iteration 28Q: 3 clusters Score -2472243 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -2472253.000000 Penalty: 5010.210938
	Iteration 29Q: 3 clusters Score -2472253 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2472260.000000 Penalty: 5010.210938
	Iteration 30Q: 3 clusters Score -2472260 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2472259.000000 Penalty: 5010.210938
	Iteration 31Q: 3 clusters Score -2472259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2472262.500000 Penalty: 5010.210938
	Iteration 32Q: 3 clusters Score -2472262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -2472260.500000 Penalty: 5010.210938
	Iteration 33Q: 3 clusters Score -2472260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2472263.250000 Penalty: 5010.210938
	Iteration 34Q: 3 clusters Score -2472263 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2472265.000000 Penalty: 5010.210938
	Iteration 35Q: 3 clusters Score -2472265 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23087 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2472268.250000 Penalty: 5010.210938
	Iteration 36Q: 3 clusters Score -2472268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23094 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -2472274.250000 Penalty: 5010.210938
	Iteration 37Q: 3 clusters Score -2472274 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23100 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -2472279.500000 Penalty: 5010.210938
	Iteration 38Q: 3 clusters Score -2472280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2472284.750000 Penalty: 5010.210938
	Iteration 39Q: 3 clusters Score -2472285 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23118 members 
Mstep: Class 2 contains 1255 members 
Entering Unmasked Estep 
Score: -2472289.750000 Penalty: 5010.210938
	Iteration 40F: 3 clusters Score -2472290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2472300.750000 Penalty: 5010.210938
	Iteration 41Q: 3 clusters Score -2472301 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23134 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2472306.000000 Penalty: 5010.210938
	Iteration 42Q: 3 clusters Score -2472306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23139 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -2472306.750000 Penalty: 5010.210938
	Iteration 43Q: 3 clusters Score -2472307 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23140 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2472307.250000 Penalty: 5010.210938
	Iteration 44Q: 3 clusters Score -2472307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -2472310.000000 Penalty: 5010.210938
	Iteration 45Q: 3 clusters Score -2472310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23150 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2472311.750000 Penalty: 5010.210938
	Iteration 46Q: 3 clusters Score -2472312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2472316.500000 Penalty: 5010.210938
	Iteration 47Q: 3 clusters Score -2472316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23153 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -2472316.500000 Penalty: 5010.210938
	Iteration 48F: 3 clusters Score -2472316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Entering Unmasked Estep 
Score: -780750.250000 Penalty: 2227.799805
	Iteration 0F: 2 clusters Score -780750.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -774322.312500 Penalty: 4455.599609
	Iteration 0F: 3 clusters Score -774322.3 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -776215.812500 Penalty: 4455.599609
	Iteration 1F: 3 clusters Score -776215.8 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -776634.625000 Penalty: 4455.599609
	Iteration 2F: 3 clusters Score -776634.6 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -777024.625000 Penalty: 4455.599609
	Iteration 3F: 3 clusters Score -777024.6 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -777445.562500 Penalty: 4455.599609
	Iteration 4F: 3 clusters Score -777445.6 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -777910.062500 Penalty: 4455.599609
	Iteration 5F: 3 clusters Score -777910.1 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -778371.625000 Penalty: 4455.599609
	Iteration 6F: 3 clusters Score -778371.6 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -778751.875000 Penalty: 4455.599609
	Iteration 7F: 3 clusters Score -778751.9 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -779020.562500 Penalty: 4455.599609
	Iteration 8Q: 3 clusters Score -779020.6 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -779185.375000 Penalty: 4455.599609
	Iteration 9Q: 3 clusters Score -779185.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -779281.750000 Penalty: 4455.599609
	Iteration 10Q: 3 clusters Score -779281.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -779353.812500 Penalty: 4455.599609
	Iteration 11Q: 3 clusters Score -779353.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -779397.875000 Penalty: 4455.599609
	Iteration 12Q: 3 clusters Score -779397.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -779429.187500 Penalty: 4455.599609
	Iteration 13Q: 3 clusters Score -779429.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -779454.750000 Penalty: 4455.599609
	Iteration 14Q: 3 clusters Score -779454.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -779473.562500 Penalty: 4455.599609
	Iteration 15Q: 3 clusters Score -779473.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -779487.562500 Penalty: 4455.599609
	Iteration 16Q: 3 clusters Score -779487.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -779500.062500 Penalty: 4455.599609
	Iteration 17Q: 3 clusters Score -779500.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -779508.687500 Penalty: 4455.599609
	Iteration 18Q: 3 clusters Score -779508.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -779516.812500 Penalty: 4455.599609
	Iteration 19Q: 3 clusters Score -779516.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -779519.187500 Penalty: 4455.599609
	Iteration 20F: 3 clusters Score -779519.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -779521.562500 Penalty: 4455.599609
	Iteration 21Q: 3 clusters Score -779521.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -779523.625000 Penalty: 4455.599609
	Iteration 22Q: 3 clusters Score -779523.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -779526.500000 Penalty: 4455.599609
	Iteration 23Q: 3 clusters Score -779526.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 4805 members 
Entering Unmasked Estep 
Score: -779526.000000 Penalty: 4455.599609
	Iteration 24Q: 3 clusters Score -779526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -779527.937500 Penalty: 4455.599609
	Iteration 25Q: 3 clusters Score -779527.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -779526.062500 Penalty: 4455.599609
	Iteration 26Q: 3 clusters Score -779526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -779526.937500 Penalty: 4455.599609
	Iteration 27Q: 3 clusters Score -779526.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -779528.250000 Penalty: 4455.599609
	Iteration 28Q: 3 clusters Score -779528.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 4821 members 
Entering Unmasked Estep 
Score: -779526.500000 Penalty: 4455.599609
	Iteration 29Q: 3 clusters Score -779526.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -779526.875000 Penalty: 4455.599609
	Iteration 30Q: 3 clusters Score -779526.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -779527.437500 Penalty: 4455.599609
	Iteration 31Q: 3 clusters Score -779527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -779529.562500 Penalty: 4455.599609
	Iteration 32Q: 3 clusters Score -779529.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -779530.625000 Penalty: 4455.599609
	Iteration 33Q: 3 clusters Score -779530.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3123 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -779532.500000 Penalty: 4455.599609
	Iteration 34Q: 3 clusters Score -779532.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -779532.625000 Penalty: 4455.599609
	Iteration 35Q: 3 clusters Score -779532.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -779531.937500 Penalty: 4455.599609
	Iteration 36Q: 3 clusters Score -779531.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -779531.937500 Penalty: 4455.599609
	Iteration 37F: 3 clusters Score -779531.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (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: -42044.890625 Penalty: 1510.083130
	Iteration 0F: 2 clusters Score -42044.89 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 212 members 
Entering Unmasked Estep 
Score: -40601.273438 Penalty: 3020.166260
	Iteration 0F: 3 clusters Score -40601.27 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -40787.816406 Penalty: 3020.166260
	Iteration 1F: 3 clusters Score -40787.82 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -40896.554688 Penalty: 3020.166260
	Iteration 2F: 3 clusters Score -40896.55 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -40975.679688 Penalty: 3020.166260
	Iteration 3Q: 3 clusters Score -40975.68 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41081.753906 Penalty: 3020.166260
	Iteration 4F: 3 clusters Score -41081.75 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -41161.859375 Penalty: 3020.166260
	Iteration 5Q: 3 clusters Score -41161.86 nChanged 16
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: -41246.324219 Penalty: 3020.166260
	Iteration 6Q: 3 clusters Score -41246.32 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41325.671875 Penalty: 3020.166260
	Iteration 7Q: 3 clusters Score -41325.67 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -41386.792969 Penalty: 3020.166260
	Iteration 8Q: 3 clusters Score -41386.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -41461.164062 Penalty: 3020.166260
	Iteration 9Q: 3 clusters Score -41461.16 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -41529.210938 Penalty: 3020.166260
	Iteration 10Q: 3 clusters Score -41529.21 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -41610.437500 Penalty: 3020.166260
	Iteration 11Q: 3 clusters Score -41610.44 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -41710.218750 Penalty: 3020.166260
	Iteration 12Q: 3 clusters Score -41710.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41773.093750 Penalty: 3020.166260
	Iteration 13Q: 3 clusters Score -41773.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41788.695312 Penalty: 3020.166260
	Iteration 14Q: 3 clusters Score -41788.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41827.964844 Penalty: 3020.166260
	Iteration 15Q: 3 clusters Score -41827.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -41957.164062 Penalty: 3020.166260
	Iteration 16Q: 3 clusters Score -41957.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -41972.886719 Penalty: 3020.166260
	Iteration 17Q: 3 clusters Score -41972.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -41981.609375 Penalty: 3020.166260
	Iteration 18Q: 3 clusters Score -41981.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -41994.582031 Penalty: 3020.166260
	Iteration 19Q: 3 clusters Score -41994.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -41999.800781 Penalty: 3020.166260
	Iteration 20F: 3 clusters Score -41999.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (2332 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Entering Unmasked Estep 
Score: -245187.687500 Penalty: 1923.111328
	Iteration 0F: 2 clusters Score -245187.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -242372.562500 Penalty: 3846.222656
	Iteration 0F: 3 clusters Score -242372.6 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -243140.515625 Penalty: 3846.222656
	Iteration 1F: 3 clusters Score -243140.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -243736.609375 Penalty: 3846.222656
	Iteration 2F: 3 clusters Score -243736.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -244461.125000 Penalty: 3846.222656
	Iteration 3F: 3 clusters Score -244461.1 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -245129.031250 Penalty: 3846.222656
	Iteration 4F: 3 clusters Score -245129 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -245690.359375 Penalty: 3846.222656
	Iteration 5F: 3 clusters Score -245690.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -246098.500000 Penalty: 3846.222656
	Iteration 6F: 3 clusters Score -246098.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -246210.203125 Penalty: 3846.222656
	Iteration 7Q: 3 clusters Score -246210.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -246279.937500 Penalty: 3846.222656
	Iteration 8Q: 3 clusters Score -246279.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -246316.718750 Penalty: 3846.222656
	Iteration 9Q: 3 clusters Score -246316.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -246343.453125 Penalty: 3846.222656
	Iteration 10Q: 3 clusters Score -246343.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -246372.625000 Penalty: 3846.222656
	Iteration 11Q: 3 clusters Score -246372.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -246395.187500 Penalty: 3846.222656
	Iteration 12Q: 3 clusters Score -246395.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -246408.968750 Penalty: 3846.222656
	Iteration 13Q: 3 clusters Score -246409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -246420.562500 Penalty: 3846.222656
	Iteration 14Q: 3 clusters Score -246420.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -246432.500000 Penalty: 3846.222656
	Iteration 15Q: 3 clusters Score -246432.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -246437.171875 Penalty: 3846.222656
	Iteration 16Q: 3 clusters Score -246437.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -246445.093750 Penalty: 3846.222656
	Iteration 17Q: 3 clusters Score -246445.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -246456.546875 Penalty: 3846.222656
	Iteration 18Q: 3 clusters Score -246456.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -246479.125000 Penalty: 3846.222656
	Iteration 19Q: 3 clusters Score -246479.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -246539.296875 Penalty: 3846.222656
	Iteration 20F: 3 clusters Score -246539.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -246662.187500 Penalty: 3846.222656
	Iteration 21Q: 3 clusters Score -246662.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -246793.234375 Penalty: 3846.222656
	Iteration 22Q: 3 clusters Score -246793.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -246803.078125 Penalty: 3846.222656
	Iteration 23Q: 3 clusters Score -246803.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -246803.812500 Penalty: 3846.222656
	Iteration 24Q: 3 clusters Score -246803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -246803.812500 Penalty: 3846.222656
	Iteration 25F: 3 clusters Score -246803.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 1564 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173782 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276226 members 
Mstep: Class 9 contains 81217 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 157093 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130062 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178942 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215403 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22918 members 
Mstep: Class 27 contains 768 members 
Entering Unmasked Estep 
Score: -161462592.000000 Penalty: 94850.351562
Splitting cluster 4 changes total score from -161462816.000000 to -161462592.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -50889.976562 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -50889.98 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 247 members 
Entering Unmasked Estep 
Score: -49348.863281 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -49348.86 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -49538.046875 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -49538.05 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -49585.921875 Penalty: 3080.457520
	Iteration 2Q: 3 clusters Score -49585.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49594.445312 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -49594.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -49594.445312 Penalty: 3080.457520
	Iteration 4F: 3 clusters Score -49594.45 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (173782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173782 members 
Entering Unmasked Estep 
Score: -20487578.000000 Penalty: 2992.258057
	Iteration 0F: 2 clusters Score -2.048758e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87010 members 
Mstep: Class 2 contains 86772 members 
Entering Unmasked Estep 
Score: -20372808.000000 Penalty: 5984.516113
	Iteration 0F: 3 clusters Score -2.037281e+07 nChanged 83403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89237 members 
Mstep: Class 2 contains 84545 members 
Entering Unmasked Estep 
Score: -20421016.000000 Penalty: 5984.516113
	Iteration 1F: 3 clusters Score -2.042102e+07 nChanged 5229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90486 members 
Mstep: Class 2 contains 83296 members 
Entering Unmasked Estep 
Score: -20421988.000000 Penalty: 5984.516113
	Iteration 2Q: 3 clusters Score -2.042199e+07 nChanged 5419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92423 members 
Mstep: Class 2 contains 81359 members 
Entering Unmasked Estep 
Score: -20423382.000000 Penalty: 5984.516113
	Iteration 3Q: 3 clusters Score -2.042338e+07 nChanged 6086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95291 members 
Mstep: Class 2 contains 78491 members 
Entering Unmasked Estep 
Score: -20425436.000000 Penalty: 5984.516113
	Iteration 4Q: 3 clusters Score -2.042544e+07 nChanged 7498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99587 members 
Mstep: Class 2 contains 74195 members 
Entering Unmasked Estep 
Score: -20428526.000000 Penalty: 5984.516113
	Iteration 5Q: 3 clusters Score -2.042853e+07 nChanged 9336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105733 members 
Mstep: Class 2 contains 68049 members 
Entering Unmasked Estep 
Score: -20433768.000000 Penalty: 5984.516113
	Iteration 6F: 3 clusters Score -2.043377e+07 nChanged 11573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114036 members 
Mstep: Class 2 contains 59746 members 
Entering Unmasked Estep 
Score: -20442036.000000 Penalty: 5984.516113
	Iteration 7F: 3 clusters Score -2.044204e+07 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123786 members 
Mstep: Class 2 contains 49996 members 
Entering Unmasked Estep 
Score: -20453412.000000 Penalty: 5984.516113
	Iteration 8F: 3 clusters Score -2.045341e+07 nChanged 12329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132693 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -20464590.000000 Penalty: 5984.516113
	Iteration 9F: 3 clusters Score -2.046459e+07 nChanged 9469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138930 members 
Mstep: Class 2 contains 34852 members 
Entering Unmasked Estep 
Score: -20472132.000000 Penalty: 5984.516113
	Iteration 10F: 3 clusters Score -2.047213e+07 nChanged 6273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142967 members 
Mstep: Class 2 contains 30815 members 
Entering Unmasked Estep 
Score: -20475972.000000 Penalty: 5984.516113
	Iteration 11Q: 3 clusters Score -2.047597e+07 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146057 members 
Mstep: Class 2 contains 27725 members 
Entering Unmasked Estep 
Score: -20478100.000000 Penalty: 5984.516113
	Iteration 12Q: 3 clusters Score -2.04781e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148790 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -20479648.000000 Penalty: 5984.516113
	Iteration 13Q: 3 clusters Score -2.047965e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151254 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -20481066.000000 Penalty: 5984.516113
	Iteration 14Q: 3 clusters Score -2.048107e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153568 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -20482392.000000 Penalty: 5984.516113
	Iteration 15Q: 3 clusters Score -2.048239e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155582 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -20483506.000000 Penalty: 5984.516113
	Iteration 16Q: 3 clusters Score -2.048351e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157337 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -20484476.000000 Penalty: 5984.516113
	Iteration 17Q: 3 clusters Score -2.048448e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158824 members 
Mstep: Class 2 contains 14958 members 
Entering Unmasked Estep 
Score: -20485250.000000 Penalty: 5984.516113
	Iteration 18Q: 3 clusters Score -2.048525e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160037 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -20485680.000000 Penalty: 5984.516113
	Iteration 19Q: 3 clusters Score -2.048568e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161064 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -20486090.000000 Penalty: 5984.516113
	Iteration 20F: 3 clusters Score -2.048609e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161945 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -20486324.000000 Penalty: 5984.516113
	Iteration 21Q: 3 clusters Score -2.048632e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162711 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -20486512.000000 Penalty: 5984.516113
	Iteration 22Q: 3 clusters Score -2.048651e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163356 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
Score: -20486778.000000 Penalty: 5984.516113
	Iteration 23Q: 3 clusters Score -2.048678e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163934 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -20486940.000000 Penalty: 5984.516113
	Iteration 24Q: 3 clusters Score -2.048694e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164443 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -20487056.000000 Penalty: 5984.516113
	Iteration 25Q: 3 clusters Score -2.048706e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164865 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -20487092.000000 Penalty: 5984.516113
	Iteration 26Q: 3 clusters Score -2.048709e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165175 members 
Mstep: Class 2 contains 8607 members 
Entering Unmasked Estep 
Score: -20487054.000000 Penalty: 5984.516113
	Iteration 27Q: 3 clusters Score -2.048705e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165430 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -20487080.000000 Penalty: 5984.516113
	Iteration 28Q: 3 clusters Score -2.048708e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165640 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -20487070.000000 Penalty: 5984.516113
	Iteration 29Q: 3 clusters Score -2.048707e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165837 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -20487066.000000 Penalty: 5984.516113
	Iteration 30Q: 3 clusters Score -2.048707e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166017 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -20487126.000000 Penalty: 5984.516113
	Iteration 31Q: 3 clusters Score -2.048713e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166179 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -20487152.000000 Penalty: 5984.516113
	Iteration 32Q: 3 clusters Score -2.048715e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166344 members 
Mstep: Class 2 contains 7438 members 
Entering Unmasked Estep 
Score: -20487176.000000 Penalty: 5984.516113
	Iteration 33Q: 3 clusters Score -2.048718e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166495 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -20487198.000000 Penalty: 5984.516113
	Iteration 34Q: 3 clusters Score -2.04872e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166634 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -20487210.000000 Penalty: 5984.516113
	Iteration 35Q: 3 clusters Score -2.048721e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166777 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -20487200.000000 Penalty: 5984.516113
	Iteration 36Q: 3 clusters Score -2.04872e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166900 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -20487214.000000 Penalty: 5984.516113
	Iteration 37Q: 3 clusters Score -2.048721e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166986 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -20487210.000000 Penalty: 5984.516113
	Iteration 38Q: 3 clusters Score -2.048721e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167067 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -20487208.000000 Penalty: 5984.516113
	Iteration 39Q: 3 clusters Score -2.048721e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167149 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -20487200.000000 Penalty: 5984.516113
	Iteration 40F: 3 clusters Score -2.04872e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167225 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -20487174.000000 Penalty: 5984.516113
	Iteration 41Q: 3 clusters Score -2.048717e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167300 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -20487174.000000 Penalty: 5984.516113
	Iteration 42Q: 3 clusters Score -2.048717e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167374 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -20487186.000000 Penalty: 5984.516113
	Iteration 43Q: 3 clusters Score -2.048719e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167426 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -20487208.000000 Penalty: 5984.516113
	Iteration 44Q: 3 clusters Score -2.048721e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167468 members 
Mstep: Class 2 contains 6314 members 
Entering Unmasked Estep 
Score: -20487226.000000 Penalty: 5984.516113
	Iteration 45Q: 3 clusters Score -2.048723e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167514 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -20487216.000000 Penalty: 5984.516113
	Iteration 46Q: 3 clusters Score -2.048722e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167549 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -20487232.000000 Penalty: 5984.516113
	Iteration 47Q: 3 clusters Score -2.048723e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167587 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -20487222.000000 Penalty: 5984.516113
	Iteration 48Q: 3 clusters Score -2.048722e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167624 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -20487220.000000 Penalty: 5984.516113
	Iteration 49Q: 3 clusters Score -2.048722e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167652 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -20487214.000000 Penalty: 5984.516113
	Iteration 50Q: 3 clusters Score -2.048721e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167673 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -20487226.000000 Penalty: 5984.516113
	Iteration 51Q: 3 clusters Score -2.048723e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167700 members 
Mstep: Class 2 contains 6082 members 
Entering Unmasked Estep 
Score: -20487224.000000 Penalty: 5984.516113
	Iteration 52Q: 3 clusters Score -2.048722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167719 members 
Mstep: Class 2 contains 6063 members 
Entering Unmasked Estep 
Score: -20487216.000000 Penalty: 5984.516113
	Iteration 53Q: 3 clusters Score -2.048722e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167737 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -20487236.000000 Penalty: 5984.516113
	Iteration 54Q: 3 clusters Score -2.048724e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167761 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -20487242.000000 Penalty: 5984.516113
	Iteration 55Q: 3 clusters Score -2.048724e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167789 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -20487246.000000 Penalty: 5984.516113
	Iteration 56Q: 3 clusters Score -2.048725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167819 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -20487224.000000 Penalty: 5984.516113
	Iteration 57Q: 3 clusters Score -2.048722e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167842 members 
Mstep: Class 2 contains 5940 members 
Entering Unmasked Estep 
Score: -20487250.000000 Penalty: 5984.516113
	Iteration 58Q: 3 clusters Score -2.048725e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167870 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -20487278.000000 Penalty: 5984.516113
	Iteration 59Q: 3 clusters Score -2.048728e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167894 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -20487286.000000 Penalty: 5984.516113
	Iteration 60F: 3 clusters Score -2.048729e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167921 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -20487274.000000 Penalty: 5984.516113
	Iteration 61Q: 3 clusters Score -2.048727e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167944 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -20487292.000000 Penalty: 5984.516113
	Iteration 62Q: 3 clusters Score -2.048729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167955 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -20487290.000000 Penalty: 5984.516113
	Iteration 63Q: 3 clusters Score -2.048729e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167966 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -20487302.000000 Penalty: 5984.516113
	Iteration 64Q: 3 clusters Score -2.04873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167973 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -20487292.000000 Penalty: 5984.516113
	Iteration 65Q: 3 clusters Score -2.048729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167978 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -20487290.000000 Penalty: 5984.516113
	Iteration 66Q: 3 clusters Score -2.048729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167983 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -20487280.000000 Penalty: 5984.516113
	Iteration 67Q: 3 clusters Score -2.048728e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167987 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -20487290.000000 Penalty: 5984.516113
	Iteration 68Q: 3 clusters Score -2.048729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167991 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -20487296.000000 Penalty: 5984.516113
	Iteration 69Q: 3 clusters Score -2.04873e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167999 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -20487286.000000 Penalty: 5984.516113
	Iteration 70Q: 3 clusters Score -2.048729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168005 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -20487296.000000 Penalty: 5984.516113
	Iteration 71Q: 3 clusters Score -2.04873e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168014 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -20487300.000000 Penalty: 5984.516113
	Iteration 72Q: 3 clusters Score -2.04873e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168017 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -20487284.000000 Penalty: 5984.516113
	Iteration 73Q: 3 clusters Score -2.048728e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168022 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -20487296.000000 Penalty: 5984.516113
	Iteration 74Q: 3 clusters Score -2.04873e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168029 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -20487284.000000 Penalty: 5984.516113
	Iteration 75Q: 3 clusters Score -2.048728e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168036 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -20487276.000000 Penalty: 5984.516113
	Iteration 76Q: 3 clusters Score -2.048728e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168042 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -20487290.000000 Penalty: 5984.516113
	Iteration 77Q: 3 clusters Score -2.048729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168048 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -20487292.000000 Penalty: 5984.516113
	Iteration 78Q: 3 clusters Score -2.048729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168054 members 
Mstep: Class 2 contains 5728 members 
Entering Unmasked Estep 
Score: -20487288.000000 Penalty: 5984.516113
	Iteration 79Q: 3 clusters Score -2.048729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168065 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -20487288.000000 Penalty: 5984.516113
	Iteration 80F: 3 clusters Score -2.048729e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168077 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -20487294.000000 Penalty: 5984.516113
	Iteration 81Q: 3 clusters Score -2.048729e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168094 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -20487292.000000 Penalty: 5984.516113
	Iteration 82Q: 3 clusters Score -2.048729e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168107 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -20487312.000000 Penalty: 5984.516113
	Iteration 83Q: 3 clusters Score -2.048731e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168117 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -20487300.000000 Penalty: 5984.516113
	Iteration 84Q: 3 clusters Score -2.04873e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168129 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -20487296.000000 Penalty: 5984.516113
	Iteration 85Q: 3 clusters Score -2.04873e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168140 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -20487304.000000 Penalty: 5984.516113
	Iteration 86Q: 3 clusters Score -2.04873e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168155 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -20487282.000000 Penalty: 5984.516113
	Iteration 87Q: 3 clusters Score -2.048728e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168165 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -20487276.000000 Penalty: 5984.516113
	Iteration 88Q: 3 clusters Score -2.048728e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168174 members 
Mstep: Class 2 contains 5608 members 
Entering Unmasked Estep 
Score: -20487268.000000 Penalty: 5984.516113
	Iteration 89Q: 3 clusters Score -2.048727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168185 members 
Mstep: Class 2 contains 5597 members 
Entering Unmasked Estep 
Score: -20487278.000000 Penalty: 5984.516113
	Iteration 90Q: 3 clusters Score -2.048728e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168198 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -20487276.000000 Penalty: 5984.516113
	Iteration 91Q: 3 clusters Score -2.048728e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168206 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -20487256.000000 Penalty: 5984.516113
	Iteration 92Q: 3 clusters Score -2.048726e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168220 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -20487258.000000 Penalty: 5984.516113
	Iteration 93Q: 3 clusters Score -2.048726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168227 members 
Mstep: Class 2 contains 5555 members 
Entering Unmasked Estep 
Score: -20487252.000000 Penalty: 5984.516113
	Iteration 94Q: 3 clusters Score -2.048725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168232 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -20487254.000000 Penalty: 5984.516113
	Iteration 95Q: 3 clusters Score -2.048725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168241 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -20487244.000000 Penalty: 5984.516113
	Iteration 96Q: 3 clusters Score -2.048724e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168261 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -20487240.000000 Penalty: 5984.516113
	Iteration 97Q: 3 clusters Score -2.048724e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168282 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -20487238.000000 Penalty: 5984.516113
	Iteration 98Q: 3 clusters Score -2.048724e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168299 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -20487236.000000 Penalty: 5984.516113
	Iteration 99Q: 3 clusters Score -2.048724e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168315 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -20487224.000000 Penalty: 5984.516113
	Iteration 100F: 3 clusters Score -2.048722e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168330 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -20487218.000000 Penalty: 5984.516113
	Iteration 101Q: 3 clusters Score -2.048722e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168346 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -20487220.000000 Penalty: 5984.516113
	Iteration 102Q: 3 clusters Score -2.048722e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168365 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -20487232.000000 Penalty: 5984.516113
	Iteration 103Q: 3 clusters Score -2.048723e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168378 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -20487226.000000 Penalty: 5984.516113
	Iteration 104Q: 3 clusters Score -2.048723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168385 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -20487228.000000 Penalty: 5984.516113
	Iteration 105Q: 3 clusters Score -2.048723e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168396 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -20487222.000000 Penalty: 5984.516113
	Iteration 106Q: 3 clusters Score -2.048722e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168407 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -20487230.000000 Penalty: 5984.516113
	Iteration 107Q: 3 clusters Score -2.048723e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168419 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -20487246.000000 Penalty: 5984.516113
	Iteration 108Q: 3 clusters Score -2.048725e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168429 members 
Mstep: Class 2 contains 5353 members 
Entering Unmasked Estep 
Score: -20487258.000000 Penalty: 5984.516113
	Iteration 109Q: 3 clusters Score -2.048726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168434 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -20487260.000000 Penalty: 5984.516113
	Iteration 110Q: 3 clusters Score -2.048726e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168439 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -20487230.000000 Penalty: 5984.516113
	Iteration 111Q: 3 clusters Score -2.048723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168442 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -20487222.000000 Penalty: 5984.516113
	Iteration 112Q: 3 clusters Score -2.048722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168449 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -20487228.000000 Penalty: 5984.516113
	Iteration 113Q: 3 clusters Score -2.048723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168455 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -20487226.000000 Penalty: 5984.516113
	Iteration 114Q: 3 clusters Score -2.048723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168463 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -20487230.000000 Penalty: 5984.516113
	Iteration 115Q: 3 clusters Score -2.048723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168470 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -20487226.000000 Penalty: 5984.516113
	Iteration 116Q: 3 clusters Score -2.048723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168477 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -20487228.000000 Penalty: 5984.516113
	Iteration 117Q: 3 clusters Score -2.048723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168484 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -20487242.000000 Penalty: 5984.516113
	Iteration 118Q: 3 clusters Score -2.048724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168491 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -20487252.000000 Penalty: 5984.516113
	Iteration 119Q: 3 clusters Score -2.048725e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168502 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -20487238.000000 Penalty: 5984.516113
	Iteration 120F: 3 clusters Score -2.048724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168507 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -20487232.000000 Penalty: 5984.516113
	Iteration 121Q: 3 clusters Score -2.048723e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168510 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -20487226.000000 Penalty: 5984.516113
	Iteration 122Q: 3 clusters Score -2.048723e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168516 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -20487242.000000 Penalty: 5984.516113
	Iteration 123Q: 3 clusters Score -2.048724e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168520 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -20487236.000000 Penalty: 5984.516113
	Iteration 124Q: 3 clusters Score -2.048724e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168526 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -20487254.000000 Penalty: 5984.516113
	Iteration 125Q: 3 clusters Score -2.048725e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168530 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -20487254.000000 Penalty: 5984.516113
	Iteration 126Q: 3 clusters Score -2.048725e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168533 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -20487230.000000 Penalty: 5984.516113
	Iteration 127Q: 3 clusters Score -2.048723e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168534 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -20487228.000000 Penalty: 5984.516113
	Iteration 128Q: 3 clusters Score -2.048723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168534 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -20487228.000000 Penalty: 5984.516113
	Iteration 129F: 3 clusters Score -2.048723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (3510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Entering Unmasked Estep 
Score: -398079.062500 Penalty: 2024.515991
	Iteration 0F: 2 clusters Score -398079.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -394462.375000 Penalty: 4049.031982
	Iteration 0F: 3 clusters Score -394462.4 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -395200.000000 Penalty: 4049.031982
	Iteration 1F: 3 clusters Score -395200 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -395357.281250 Penalty: 4049.031982
	Iteration 2F: 3 clusters Score -395357.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -395446.062500 Penalty: 4049.031982
	Iteration 3Q: 3 clusters Score -395446.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -395518.187500 Penalty: 4049.031982
	Iteration 4Q: 3 clusters Score -395518.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -395575.718750 Penalty: 4049.031982
	Iteration 5Q: 3 clusters Score -395575.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -395615.562500 Penalty: 4049.031982
	Iteration 6Q: 3 clusters Score -395615.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -395641.812500 Penalty: 4049.031982
	Iteration 7Q: 3 clusters Score -395641.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -395664.593750 Penalty: 4049.031982
	Iteration 8Q: 3 clusters Score -395664.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -395692.562500 Penalty: 4049.031982
	Iteration 9Q: 3 clusters Score -395692.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -395724.281250 Penalty: 4049.031982
	Iteration 10Q: 3 clusters Score -395724.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -395750.125000 Penalty: 4049.031982
	Iteration 11Q: 3 clusters Score -395750.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -395770.718750 Penalty: 4049.031982
	Iteration 12Q: 3 clusters Score -395770.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -395795.750000 Penalty: 4049.031982
	Iteration 13Q: 3 clusters Score -395795.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -395823.687500 Penalty: 4049.031982
	Iteration 14Q: 3 clusters Score -395823.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -395839.281250 Penalty: 4049.031982
	Iteration 15Q: 3 clusters Score -395839.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -395855.218750 Penalty: 4049.031982
	Iteration 16Q: 3 clusters Score -395855.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -395879.375000 Penalty: 4049.031982
	Iteration 17Q: 3 clusters Score -395879.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -395904.750000 Penalty: 4049.031982
	Iteration 18Q: 3 clusters Score -395904.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -395926.500000 Penalty: 4049.031982
	Iteration 19Q: 3 clusters Score -395926.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -395946.187500 Penalty: 4049.031982
	Iteration 20F: 3 clusters Score -395946.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -395958.218750 Penalty: 4049.031982
	Iteration 21Q: 3 clusters Score -395958.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -395966.843750 Penalty: 4049.031982
	Iteration 22Q: 3 clusters Score -395966.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -395978.593750 Penalty: 4049.031982
	Iteration 23Q: 3 clusters Score -395978.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -395993.843750 Penalty: 4049.031982
	Iteration 24Q: 3 clusters Score -395993.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -396009.531250 Penalty: 4049.031982
	Iteration 25Q: 3 clusters Score -396009.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -396023.031250 Penalty: 4049.031982
	Iteration 26Q: 3 clusters Score -396023 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -396039.781250 Penalty: 4049.031982
	Iteration 27Q: 3 clusters Score -396039.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -396057.593750 Penalty: 4049.031982
	Iteration 28Q: 3 clusters Score -396057.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -396075.406250 Penalty: 4049.031982
	Iteration 29Q: 3 clusters Score -396075.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -396089.062500 Penalty: 4049.031982
	Iteration 30Q: 3 clusters Score -396089.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -396101.593750 Penalty: 4049.031982
	Iteration 31Q: 3 clusters Score -396101.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -396110.187500 Penalty: 4049.031982
	Iteration 32Q: 3 clusters Score -396110.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -396116.656250 Penalty: 4049.031982
	Iteration 33Q: 3 clusters Score -396116.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -396119.156250 Penalty: 4049.031982
	Iteration 34Q: 3 clusters Score -396119.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -396121.375000 Penalty: 4049.031982
	Iteration 35Q: 3 clusters Score -396121.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -396123.406250 Penalty: 4049.031982
	Iteration 36Q: 3 clusters Score -396123.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -396125.281250 Penalty: 4049.031982
	Iteration 37Q: 3 clusters Score -396125.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -396127.593750 Penalty: 4049.031982
	Iteration 38Q: 3 clusters Score -396127.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -396128.375000 Penalty: 4049.031982
	Iteration 39Q: 3 clusters Score -396128.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -396128.250000 Penalty: 4049.031982
	Iteration 40F: 3 clusters Score -396128.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -396129.093750 Penalty: 4049.031982
	Iteration 41Q: 3 clusters Score -396129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -396128.656250 Penalty: 4049.031982
	Iteration 42Q: 3 clusters Score -396128.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -396128.656250 Penalty: 4049.031982
	Iteration 43F: 3 clusters Score -396128.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (276226 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276226 members 
Entering Unmasked Estep 
Score: -32477470.000000 Penalty: 3107.185791
	Iteration 0F: 2 clusters Score -3.247747e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138113 members 
Mstep: Class 2 contains 138113 members 
Entering Unmasked Estep 
Score: -32299462.000000 Penalty: 6214.371582
	Iteration 0F: 3 clusters Score -3.229946e+07 nChanged 133707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140310 members 
Mstep: Class 2 contains 135916 members 
Entering Unmasked Estep 
Score: -32378082.000000 Penalty: 6214.371582
	Iteration 1F: 3 clusters Score -3.237808e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142372 members 
Mstep: Class 2 contains 133854 members 
Entering Unmasked Estep 
Score: -32379372.000000 Penalty: 6214.371582
	Iteration 2Q: 3 clusters Score -3.237937e+07 nChanged 7726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145626 members 
Mstep: Class 2 contains 130600 members 
Entering Unmasked Estep 
Score: -32381234.000000 Penalty: 6214.371582
	Iteration 3Q: 3 clusters Score -3.238123e+07 nChanged 9059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150681 members 
Mstep: Class 2 contains 125545 members 
Entering Unmasked Estep 
Score: -32383756.000000 Penalty: 6214.371582
	Iteration 4Q: 3 clusters Score -3.238376e+07 nChanged 10978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158127 members 
Mstep: Class 2 contains 118099 members 
Entering Unmasked Estep 
Score: -32387242.000000 Penalty: 6214.371582
	Iteration 5Q: 3 clusters Score -3.238724e+07 nChanged 13411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168828 members 
Mstep: Class 2 contains 107398 members 
Entering Unmasked Estep 
Score: -32392618.000000 Penalty: 6214.371582
	Iteration 6Q: 3 clusters Score -3.239262e+07 nChanged 16429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183373 members 
Mstep: Class 2 contains 92853 members 
Entering Unmasked Estep 
Score: -32400766.000000 Penalty: 6214.371582
	Iteration 7F: 3 clusters Score -3.240077e+07 nChanged 19625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201866 members 
Mstep: Class 2 contains 74360 members 
Entering Unmasked Estep 
Score: -32413370.000000 Penalty: 6214.371582
	Iteration 8F: 3 clusters Score -3.241337e+07 nChanged 21132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222446 members 
Mstep: Class 2 contains 53780 members 
Entering Unmasked Estep 
Score: -32428706.000000 Penalty: 6214.371582
	Iteration 9F: 3 clusters Score -3.242871e+07 nChanged 19804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242138 members 
Mstep: Class 2 contains 34088 members 
Entering Unmasked Estep 
Score: -32445170.000000 Penalty: 6214.371582
	Iteration 10F: 3 clusters Score -3.244517e+07 nChanged 15424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257544 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -32458756.000000 Penalty: 6214.371582
	Iteration 11F: 3 clusters Score -3.245876e+07 nChanged 9711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267247 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -32467174.000000 Penalty: 6214.371582
	Iteration 12Q: 3 clusters Score -3.246717e+07 nChanged 4861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272104 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -32471526.000000 Penalty: 6214.371582
	Iteration 13Q: 3 clusters Score -3.247153e+07 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274217 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -32473274.000000 Penalty: 6214.371582
	Iteration 14Q: 3 clusters Score -3.247327e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275102 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -32473952.000000 Penalty: 6214.371582
	Iteration 15Q: 3 clusters Score -3.247395e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275484 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -32474284.000000 Penalty: 6214.371582
	Iteration 16Q: 3 clusters Score -3.247428e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275656 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -32474490.000000 Penalty: 6214.371582
	Iteration 17Q: 3 clusters Score -3.247449e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275737 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -32474594.000000 Penalty: 6214.371582
	Iteration 18Q: 3 clusters Score -3.247459e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275780 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -32474668.000000 Penalty: 6214.371582
	Iteration 19Q: 3 clusters Score -3.247467e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275801 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -32474716.000000 Penalty: 6214.371582
	Iteration 20F: 3 clusters Score -3.247472e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275817 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -32474732.000000 Penalty: 6214.371582
	Iteration 21Q: 3 clusters Score -3.247473e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275830 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -32474752.000000 Penalty: 6214.371582
	Iteration 22Q: 3 clusters Score -3.247475e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275837 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -32474762.000000 Penalty: 6214.371582
	Iteration 23Q: 3 clusters Score -3.247476e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275840 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -32474782.000000 Penalty: 6214.371582
	Iteration 24Q: 3 clusters Score -3.247478e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275844 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -32474772.000000 Penalty: 6214.371582
	Iteration 25Q: 3 clusters Score -3.247477e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275843 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -32474780.000000 Penalty: 6214.371582
	Iteration 26Q: 3 clusters Score -3.247478e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275842 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -32474790.000000 Penalty: 6214.371582
	Iteration 27Q: 3 clusters Score -3.247479e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275841 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -32474792.000000 Penalty: 6214.371582
	Iteration 28Q: 3 clusters Score -3.247479e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275841 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -32474792.000000 Penalty: 6214.371582
	Iteration 29F: 3 clusters Score -3.247479e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (81217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81217 members 
Entering Unmasked Estep 
Score: -9289760.000000 Penalty: 2803.610352
	Iteration 0F: 2 clusters Score -9289760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40601 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -9235618.000000 Penalty: 5607.220703
	Iteration 0F: 3 clusters Score -9235618 nChanged 38159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41960 members 
Mstep: Class 2 contains 39257 members 
Entering Unmasked Estep 
Score: -9257149.000000 Penalty: 5607.220703
	Iteration 1F: 3 clusters Score -9257149 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42776 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -9257899.000000 Penalty: 5607.220703
	Iteration 2Q: 3 clusters Score -9257899 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -9258633.000000 Penalty: 5607.220703
	Iteration 3Q: 3 clusters Score -9258633 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45496 members 
Mstep: Class 2 contains 35721 members 
Entering Unmasked Estep 
Score: -9259610.000000 Penalty: 5607.220703
	Iteration 4Q: 3 clusters Score -9259610 nChanged 3328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47660 members 
Mstep: Class 2 contains 33557 members 
Entering Unmasked Estep 
Score: -9260677.000000 Penalty: 5607.220703
	Iteration 5Q: 3 clusters Score -9260677 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50690 members 
Mstep: Class 2 contains 30527 members 
Entering Unmasked Estep 
Score: -9262430.000000 Penalty: 5607.220703
	Iteration 6Q: 3 clusters Score -9262430 nChanged 4468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54584 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -9264815.000000 Penalty: 5607.220703
	Iteration 7F: 3 clusters Score -9264815 nChanged 5135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59347 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -9268087.000000 Penalty: 5607.220703
	Iteration 8F: 3 clusters Score -9268087 nChanged 5536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64757 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -9272384.000000 Penalty: 5607.220703
	Iteration 9F: 3 clusters Score -9272384 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70274 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -9277383.000000 Penalty: 5607.220703
	Iteration 10F: 3 clusters Score -9277383 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74951 members 
Mstep: Class 2 contains 6266 members 
Entering Unmasked Estep 
Score: -9281938.000000 Penalty: 5607.220703
	Iteration 11F: 3 clusters Score -9281938 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78041 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -9284802.000000 Penalty: 5607.220703
	Iteration 12Q: 3 clusters Score -9284802 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79620 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -9286191.000000 Penalty: 5607.220703
	Iteration 13Q: 3 clusters Score -9286191 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80341 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -9286791.000000 Penalty: 5607.220703
	Iteration 14Q: 3 clusters Score -9286791 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80628 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -9287043.000000 Penalty: 5607.220703
	Iteration 15Q: 3 clusters Score -9287043 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80743 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -9287157.000000 Penalty: 5607.220703
	Iteration 16Q: 3 clusters Score -9287157 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80800 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9287232.000000 Penalty: 5607.220703
	Iteration 17Q: 3 clusters Score -9287232 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80826 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9287254.000000 Penalty: 5607.220703
	Iteration 18Q: 3 clusters Score -9287254 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80837 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9287272.000000 Penalty: 5607.220703
	Iteration 19Q: 3 clusters Score -9287272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -9287288.000000 Penalty: 5607.220703
	Iteration 20F: 3 clusters Score -9287288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80853 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9287294.000000 Penalty: 5607.220703
	Iteration 21Q: 3 clusters Score -9287294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80857 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9287309.000000 Penalty: 5607.220703
	Iteration 22Q: 3 clusters Score -9287309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80863 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9287315.000000 Penalty: 5607.220703
	Iteration 23Q: 3 clusters Score -9287315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80873 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -9287322.000000 Penalty: 5607.220703
	Iteration 24Q: 3 clusters Score -9287322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80882 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -9287342.000000 Penalty: 5607.220703
	Iteration 25Q: 3 clusters Score -9287342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80887 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -9287344.000000 Penalty: 5607.220703
	Iteration 26Q: 3 clusters Score -9287344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80891 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -9287340.000000 Penalty: 5607.220703
	Iteration 27Q: 3 clusters Score -9287340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80892 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -9287355.000000 Penalty: 5607.220703
	Iteration 28Q: 3 clusters Score -9287355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80890 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9287360.000000 Penalty: 5607.220703
	Iteration 29Q: 3 clusters Score -9287360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80894 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9287363.000000 Penalty: 5607.220703
	Iteration 30Q: 3 clusters Score -9287363 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80898 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9287369.000000 Penalty: 5607.220703
	Iteration 31Q: 3 clusters Score -9287369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80902 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -9287375.000000 Penalty: 5607.220703
	Iteration 32Q: 3 clusters Score -9287375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80903 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9287376.000000 Penalty: 5607.220703
	Iteration 33Q: 3 clusters Score -9287376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9287381.000000 Penalty: 5607.220703
	Iteration 34Q: 3 clusters Score -9287381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80904 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9287390.000000 Penalty: 5607.220703
	Iteration 35Q: 3 clusters Score -9287390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9287398.000000 Penalty: 5607.220703
	Iteration 36Q: 3 clusters Score -9287398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80907 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -9287397.000000 Penalty: 5607.220703
	Iteration 37Q: 3 clusters Score -9287397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9287398.000000 Penalty: 5607.220703
	Iteration 38Q: 3 clusters Score -9287398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9287401.000000 Penalty: 5607.220703
	Iteration 39Q: 3 clusters Score -9287401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9287406.000000 Penalty: 5607.220703
	Iteration 40F: 3 clusters Score -9287406 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80908 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9287404.000000 Penalty: 5607.220703
	Iteration 41Q: 3 clusters Score -9287404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80906 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9287411.000000 Penalty: 5607.220703
	Iteration 42Q: 3 clusters Score -9287411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9287411.000000 Penalty: 5607.220703
	Iteration 43Q: 3 clusters Score -9287411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9287411.000000 Penalty: 5607.220703
	Iteration 44Q: 3 clusters Score -9287411 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80905 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9287413.000000 Penalty: 5607.220703
	Iteration 45Q: 3 clusters Score -9287413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9287413.000000 Penalty: 5607.220703
	Iteration 46Q: 3 clusters Score -9287413 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80910 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -9287414.000000 Penalty: 5607.220703
	Iteration 47Q: 3 clusters Score -9287414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80909 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -9287423.000000 Penalty: 5607.220703
	Iteration 48Q: 3 clusters Score -9287423 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9287438.000000 Penalty: 5607.220703
	Iteration 49Q: 3 clusters Score -9287438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80913 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9287434.000000 Penalty: 5607.220703
	Iteration 50Q: 3 clusters Score -9287434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9287437.000000 Penalty: 5607.220703
	Iteration 51Q: 3 clusters Score -9287437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80912 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -9287437.000000 Penalty: 5607.220703
	Iteration 52F: 3 clusters Score -9287437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (11278 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Entering Unmasked Estep 
Score: -1266720.625000 Penalty: 2313.991211
	Iteration 0F: 2 clusters Score -1266721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -1258315.625000 Penalty: 4627.982422
	Iteration 0F: 3 clusters Score -1258316 nChanged 4666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -1260948.000000 Penalty: 4627.982422
	Iteration 1F: 3 clusters Score -1260948 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1261373.875000 Penalty: 4627.982422
	Iteration 2F: 3 clusters Score -1261374 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1261745.500000 Penalty: 4627.982422
	Iteration 3F: 3 clusters Score -1261746 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1262029.500000 Penalty: 4627.982422
	Iteration 4Q: 3 clusters Score -1262030 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 4379 members 
Entering Unmasked Estep 
Score: -1262255.250000 Penalty: 4627.982422
	Iteration 5Q: 3 clusters Score -1262255 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1262461.500000 Penalty: 4627.982422
	Iteration 6Q: 3 clusters Score -1262462 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -1262646.625000 Penalty: 4627.982422
	Iteration 7Q: 3 clusters Score -1262647 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -1262805.250000 Penalty: 4627.982422
	Iteration 8Q: 3 clusters Score -1262805 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1262962.625000 Penalty: 4627.982422
	Iteration 9Q: 3 clusters Score -1262963 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1263114.375000 Penalty: 4627.982422
	Iteration 10Q: 3 clusters Score -1263114 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -1263278.125000 Penalty: 4627.982422
	Iteration 11Q: 3 clusters Score -1263278 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -1263431.000000 Penalty: 4627.982422
	Iteration 12Q: 3 clusters Score -1263431 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1263546.250000 Penalty: 4627.982422
	Iteration 13Q: 3 clusters Score -1263546 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1263641.500000 Penalty: 4627.982422
	Iteration 14Q: 3 clusters Score -1263642 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -1263733.250000 Penalty: 4627.982422
	Iteration 15Q: 3 clusters Score -1263733 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -1263821.875000 Penalty: 4627.982422
	Iteration 16Q: 3 clusters Score -1263822 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8957 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1263895.625000 Penalty: 4627.982422
	Iteration 17Q: 3 clusters Score -1263896 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -1263956.875000 Penalty: 4627.982422
	Iteration 18Q: 3 clusters Score -1263957 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1264006.625000 Penalty: 4627.982422
	Iteration 19Q: 3 clusters Score -1264007 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9299 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1264059.625000 Penalty: 4627.982422
	Iteration 20F: 3 clusters Score -1264060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1264122.250000 Penalty: 4627.982422
	Iteration 21Q: 3 clusters Score -1264122 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1264173.250000 Penalty: 4627.982422
	Iteration 22Q: 3 clusters Score -1264173 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1264214.500000 Penalty: 4627.982422
	Iteration 23Q: 3 clusters Score -1264214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9699 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -1264276.375000 Penalty: 4627.982422
	Iteration 24Q: 3 clusters Score -1264276 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -1264342.250000 Penalty: 4627.982422
	Iteration 25Q: 3 clusters Score -1264342 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1264389.750000 Penalty: 4627.982422
	Iteration 26Q: 3 clusters Score -1264390 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -1264439.000000 Penalty: 4627.982422
	Iteration 27Q: 3 clusters Score -1264439 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1264474.625000 Penalty: 4627.982422
	Iteration 28Q: 3 clusters Score -1264475 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10066 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1264505.000000 Penalty: 4627.982422
	Iteration 29Q: 3 clusters Score -1264505 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1264533.375000 Penalty: 4627.982422
	Iteration 30Q: 3 clusters Score -1264533 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1264552.625000 Penalty: 4627.982422
	Iteration 31Q: 3 clusters Score -1264553 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1264562.500000 Penalty: 4627.982422
	Iteration 32Q: 3 clusters Score -1264562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1264581.125000 Penalty: 4627.982422
	Iteration 33Q: 3 clusters Score -1264581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1264592.375000 Penalty: 4627.982422
	Iteration 34Q: 3 clusters Score -1264592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1264604.500000 Penalty: 4627.982422
	Iteration 35Q: 3 clusters Score -1264604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -1264615.000000 Penalty: 4627.982422
	Iteration 36Q: 3 clusters Score -1264615 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1264620.375000 Penalty: 4627.982422
	Iteration 37Q: 3 clusters Score -1264620 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -1264634.625000 Penalty: 4627.982422
	Iteration 38Q: 3 clusters Score -1264635 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -1264645.875000 Penalty: 4627.982422
	Iteration 39Q: 3 clusters Score -1264646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1264654.750000 Penalty: 4627.982422
	Iteration 40F: 3 clusters Score -1264655 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1264658.000000 Penalty: 4627.982422
	Iteration 41Q: 3 clusters Score -1264658 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1264666.000000 Penalty: 4627.982422
	Iteration 42Q: 3 clusters Score -1264666 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1264671.875000 Penalty: 4627.982422
	Iteration 43Q: 3 clusters Score -1264672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10367 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1264677.500000 Penalty: 4627.982422
	Iteration 44Q: 3 clusters Score -1264678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10372 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -1264680.750000 Penalty: 4627.982422
	Iteration 45Q: 3 clusters Score -1264681 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -1264685.125000 Penalty: 4627.982422
	Iteration 46Q: 3 clusters Score -1264685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -1264688.875000 Penalty: 4627.982422
	Iteration 47Q: 3 clusters Score -1264689 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -1264689.125000 Penalty: 4627.982422
	Iteration 48Q: 3 clusters Score -1264689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1264690.875000 Penalty: 4627.982422
	Iteration 49Q: 3 clusters Score -1264691 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -1264694.875000 Penalty: 4627.982422
	Iteration 50Q: 3 clusters Score -1264695 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -1264694.000000 Penalty: 4627.982422
	Iteration 51Q: 3 clusters Score -1264694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -1264696.875000 Penalty: 4627.982422
	Iteration 52Q: 3 clusters Score -1264697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -1264699.625000 Penalty: 4627.982422
	Iteration 53Q: 3 clusters Score -1264700 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1264702.625000 Penalty: 4627.982422
	Iteration 54Q: 3 clusters Score -1264703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1264707.250000 Penalty: 4627.982422
	Iteration 55Q: 3 clusters Score -1264707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10423 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -1264710.500000 Penalty: 4627.982422
	Iteration 56Q: 3 clusters Score -1264710 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1264711.750000 Penalty: 4627.982422
	Iteration 57Q: 3 clusters Score -1264712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10430 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1264715.625000 Penalty: 4627.982422
	Iteration 58Q: 3 clusters Score -1264716 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -1264717.500000 Penalty: 4627.982422
	Iteration 59Q: 3 clusters Score -1264718 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1264717.625000 Penalty: 4627.982422
	Iteration 60F: 3 clusters Score -1264718 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10452 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1264722.500000 Penalty: 4627.982422
	Iteration 61Q: 3 clusters Score -1264722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -1264727.125000 Penalty: 4627.982422
	Iteration 62Q: 3 clusters Score -1264727 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1264729.000000 Penalty: 4627.982422
	Iteration 63Q: 3 clusters Score -1264729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1264733.125000 Penalty: 4627.982422
	Iteration 64Q: 3 clusters Score -1264733 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1264737.000000 Penalty: 4627.982422
	Iteration 65Q: 3 clusters Score -1264737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1264737.375000 Penalty: 4627.982422
	Iteration 66Q: 3 clusters Score -1264737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1264737.750000 Penalty: 4627.982422
	Iteration 67Q: 3 clusters Score -1264738 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1264740.000000 Penalty: 4627.982422
	Iteration 68Q: 3 clusters Score -1264740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1264739.625000 Penalty: 4627.982422
	Iteration 69Q: 3 clusters Score -1264740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1264741.000000 Penalty: 4627.982422
	Iteration 70Q: 3 clusters Score -1264741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1264739.750000 Penalty: 4627.982422
	Iteration 71Q: 3 clusters Score -1264740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10484 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1264739.750000 Penalty: 4627.982422
	Iteration 72F: 3 clusters Score -1264740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (8504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Entering Unmasked Estep 
Score: -947589.562500 Penalty: 2243.976562
	Iteration 0F: 2 clusters Score -947589.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -940873.125000 Penalty: 4487.953125
	Iteration 0F: 3 clusters Score -940873.1 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -943005.375000 Penalty: 4487.953125
	Iteration 1F: 3 clusters Score -943005.4 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -943666.125000 Penalty: 4487.953125
	Iteration 2F: 3 clusters Score -943666.1 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -944352.562500 Penalty: 4487.953125
	Iteration 3F: 3 clusters Score -944352.6 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -944915.125000 Penalty: 4487.953125
	Iteration 4F: 3 clusters Score -944915.1 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -945357.250000 Penalty: 4487.953125
	Iteration 5F: 3 clusters Score -945357.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -945718.500000 Penalty: 4487.953125
	Iteration 6F: 3 clusters Score -945718.5 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -945957.000000 Penalty: 4487.953125
	Iteration 7Q: 3 clusters Score -945957 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -946080.687500 Penalty: 4487.953125
	Iteration 8Q: 3 clusters Score -946080.7 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -946150.375000 Penalty: 4487.953125
	Iteration 9Q: 3 clusters Score -946150.4 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -946199.500000 Penalty: 4487.953125
	Iteration 10Q: 3 clusters Score -946199.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -946228.625000 Penalty: 4487.953125
	Iteration 11Q: 3 clusters Score -946228.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -946242.437500 Penalty: 4487.953125
	Iteration 12Q: 3 clusters Score -946242.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5730 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -946256.937500 Penalty: 4487.953125
	Iteration 13Q: 3 clusters Score -946256.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -946266.875000 Penalty: 4487.953125
	Iteration 14Q: 3 clusters Score -946266.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -946276.312500 Penalty: 4487.953125
	Iteration 15Q: 3 clusters Score -946276.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -946287.750000 Penalty: 4487.953125
	Iteration 16Q: 3 clusters Score -946287.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 2643 members 
Entering Unmasked Estep 
Score: -946296.687500 Penalty: 4487.953125
	Iteration 17Q: 3 clusters Score -946296.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -946304.812500 Penalty: 4487.953125
	Iteration 18Q: 3 clusters Score -946304.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -946313.875000 Penalty: 4487.953125
	Iteration 19Q: 3 clusters Score -946313.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -946319.750000 Penalty: 4487.953125
	Iteration 20F: 3 clusters Score -946319.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -946321.625000 Penalty: 4487.953125
	Iteration 21Q: 3 clusters Score -946321.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -946323.937500 Penalty: 4487.953125
	Iteration 22Q: 3 clusters Score -946323.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -946324.437500 Penalty: 4487.953125
	Iteration 23Q: 3 clusters Score -946324.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -946324.812500 Penalty: 4487.953125
	Iteration 24Q: 3 clusters Score -946324.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -946328.125000 Penalty: 4487.953125
	Iteration 25Q: 3 clusters Score -946328.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -946330.000000 Penalty: 4487.953125
	Iteration 26Q: 3 clusters Score -946330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -946333.250000 Penalty: 4487.953125
	Iteration 27Q: 3 clusters Score -946333.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -946334.062500 Penalty: 4487.953125
	Iteration 28Q: 3 clusters Score -946334.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -946335.375000 Penalty: 4487.953125
	Iteration 29Q: 3 clusters Score -946335.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6031 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -946339.812500 Penalty: 4487.953125
	Iteration 30Q: 3 clusters Score -946339.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -946339.687500 Penalty: 4487.953125
	Iteration 31Q: 3 clusters Score -946339.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -946339.437500 Penalty: 4487.953125
	Iteration 32Q: 3 clusters Score -946339.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -946341.187500 Penalty: 4487.953125
	Iteration 33Q: 3 clusters Score -946341.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -946342.187500 Penalty: 4487.953125
	Iteration 34Q: 3 clusters Score -946342.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -946344.937500 Penalty: 4487.953125
	Iteration 35Q: 3 clusters Score -946344.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -946345.937500 Penalty: 4487.953125
	Iteration 36Q: 3 clusters Score -946345.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -946346.875000 Penalty: 4487.953125
	Iteration 37Q: 3 clusters Score -946346.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -946348.375000 Penalty: 4487.953125
	Iteration 38Q: 3 clusters Score -946348.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -946348.812500 Penalty: 4487.953125
	Iteration 39Q: 3 clusters Score -946348.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -946350.312500 Penalty: 4487.953125
	Iteration 40F: 3 clusters Score -946350.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -946348.875000 Penalty: 4487.953125
	Iteration 41Q: 3 clusters Score -946348.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -946348.875000 Penalty: 4487.953125
	Iteration 42F: 3 clusters Score -946348.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (19802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Entering Unmasked Estep 
Score: -2223587.000000 Penalty: 2453.597656
	Iteration 0F: 2 clusters Score -2223587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2209679.250000 Penalty: 4907.195312
	Iteration 0F: 3 clusters Score -2209679 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -2214463.750000 Penalty: 4907.195312
	Iteration 1F: 3 clusters Score -2214464 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -2215126.250000 Penalty: 4907.195312
	Iteration 2F: 3 clusters Score -2215126 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -2215820.750000 Penalty: 4907.195312
	Iteration 3F: 3 clusters Score -2215821 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -2216587.000000 Penalty: 4907.195312
	Iteration 4F: 3 clusters Score -2216587 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 7338 members 
Entering Unmasked Estep 
Score: -2217364.750000 Penalty: 4907.195312
	Iteration 5F: 3 clusters Score -2217365 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 6746 members 
Entering Unmasked Estep 
Score: -2218021.500000 Penalty: 4907.195312
	Iteration 6F: 3 clusters Score -2218022 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -2218541.250000 Penalty: 4907.195312
	Iteration 7Q: 3 clusters Score -2218541 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -2219002.000000 Penalty: 4907.195312
	Iteration 8Q: 3 clusters Score -2219002 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2219397.000000 Penalty: 4907.195312
	Iteration 9Q: 3 clusters Score -2219397 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 4783 members 
Entering Unmasked Estep 
Score: -2219743.500000 Penalty: 4907.195312
	Iteration 10Q: 3 clusters Score -2219744 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -2220069.250000 Penalty: 4907.195312
	Iteration 11Q: 3 clusters Score -2220069 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -2220385.500000 Penalty: 4907.195312
	Iteration 12Q: 3 clusters Score -2220386 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -2220644.000000 Penalty: 4907.195312
	Iteration 13Q: 3 clusters Score -2220644 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -2220808.500000 Penalty: 4907.195312
	Iteration 14Q: 3 clusters Score -2220808 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16425 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -2220917.000000 Penalty: 4907.195312
	Iteration 15Q: 3 clusters Score -2220917 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2221014.000000 Penalty: 4907.195312
	Iteration 16Q: 3 clusters Score -2221014 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -2221059.000000 Penalty: 4907.195312
	Iteration 17Q: 3 clusters Score -2221059 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16845 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -2221106.250000 Penalty: 4907.195312
	Iteration 18Q: 3 clusters Score -2221106 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16941 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2221130.000000 Penalty: 4907.195312
	Iteration 19Q: 3 clusters Score -2221130 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2221161.000000 Penalty: 4907.195312
	Iteration 20F: 3 clusters Score -2221161 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -2221180.000000 Penalty: 4907.195312
	Iteration 21Q: 3 clusters Score -2221180 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17153 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2221196.000000 Penalty: 4907.195312
	Iteration 22Q: 3 clusters Score -2221196 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17204 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -2221211.750000 Penalty: 4907.195312
	Iteration 23Q: 3 clusters Score -2221212 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2221228.500000 Penalty: 4907.195312
	Iteration 24Q: 3 clusters Score -2221228 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2221239.250000 Penalty: 4907.195312
	Iteration 25Q: 3 clusters Score -2221239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -2221254.750000 Penalty: 4907.195312
	Iteration 26Q: 3 clusters Score -2221255 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -2221263.250000 Penalty: 4907.195312
	Iteration 27Q: 3 clusters Score -2221263 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -2221268.750000 Penalty: 4907.195312
	Iteration 28Q: 3 clusters Score -2221269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -2221276.250000 Penalty: 4907.195312
	Iteration 29Q: 3 clusters Score -2221276 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -2221283.000000 Penalty: 4907.195312
	Iteration 30Q: 3 clusters Score -2221283 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17512 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -2221289.250000 Penalty: 4907.195312
	Iteration 31Q: 3 clusters Score -2221289 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -2221299.250000 Penalty: 4907.195312
	Iteration 32Q: 3 clusters Score -2221299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17560 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -2221300.250000 Penalty: 4907.195312
	Iteration 33Q: 3 clusters Score -2221300 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2221309.250000 Penalty: 4907.195312
	Iteration 34Q: 3 clusters Score -2221309 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2221309.250000 Penalty: 4907.195312
	Iteration 35Q: 3 clusters Score -2221309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2221312.000000 Penalty: 4907.195312
	Iteration 36Q: 3 clusters Score -2221312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -2221314.750000 Penalty: 4907.195312
	Iteration 37Q: 3 clusters Score -2221315 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17632 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -2221314.250000 Penalty: 4907.195312
	Iteration 38Q: 3 clusters Score -2221314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17640 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -2221314.250000 Penalty: 4907.195312
	Iteration 39Q: 3 clusters Score -2221314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17647 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2221321.000000 Penalty: 4907.195312
	Iteration 40F: 3 clusters Score -2221321 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2221322.250000 Penalty: 4907.195312
	Iteration 41Q: 3 clusters Score -2221322 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -2221322.250000 Penalty: 4907.195312
	Iteration 42F: 3 clusters Score -2221322 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (157093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157093 members 
Entering Unmasked Estep 
Score: -18467956.000000 Penalty: 2967.218994
	Iteration 0F: 2 clusters Score -1.846796e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78427 members 
Mstep: Class 2 contains 78666 members 
Entering Unmasked Estep 
Score: -18363410.000000 Penalty: 5934.437988
	Iteration 0F: 3 clusters Score -1.836341e+07 nChanged 75244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77329 members 
Mstep: Class 2 contains 79764 members 
Entering Unmasked Estep 
Score: -18407154.000000 Penalty: 5934.437988
	Iteration 1F: 3 clusters Score -1.840715e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76684 members 
Mstep: Class 2 contains 80409 members 
Entering Unmasked Estep 
Score: -18408792.000000 Penalty: 5934.437988
	Iteration 2Q: 3 clusters Score -1.840879e+07 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75878 members 
Mstep: Class 2 contains 81215 members 
Entering Unmasked Estep 
Score: -18411400.000000 Penalty: 5934.437988
	Iteration 3Q: 3 clusters Score -1.84114e+07 nChanged 6761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75241 members 
Mstep: Class 2 contains 81852 members 
Entering Unmasked Estep 
Score: -18415126.000000 Penalty: 5934.437988
	Iteration 4Q: 3 clusters Score -1.841513e+07 nChanged 8313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75274 members 
Mstep: Class 2 contains 81819 members 
Entering Unmasked Estep 
Score: -18420480.000000 Penalty: 5934.437988
	Iteration 5F: 3 clusters Score -1.842048e+07 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76436 members 
Mstep: Class 2 contains 80657 members 
Entering Unmasked Estep 
Score: -18427334.000000 Penalty: 5934.437988
	Iteration 6F: 3 clusters Score -1.842733e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78814 members 
Mstep: Class 2 contains 78279 members 
Entering Unmasked Estep 
Score: -18435564.000000 Penalty: 5934.437988
	Iteration 7F: 3 clusters Score -1.843556e+07 nChanged 11172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81840 members 
Mstep: Class 2 contains 75253 members 
Entering Unmasked Estep 
Score: -18443762.000000 Penalty: 5934.437988
	Iteration 8F: 3 clusters Score -1.844376e+07 nChanged 9389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84603 members 
Mstep: Class 2 contains 72490 members 
Entering Unmasked Estep 
Score: -18449332.000000 Penalty: 5934.437988
	Iteration 9F: 3 clusters Score -1.844933e+07 nChanged 6275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86738 members 
Mstep: Class 2 contains 70355 members 
Entering Unmasked Estep 
Score: -18451688.000000 Penalty: 5934.437988
	Iteration 10Q: 3 clusters Score -1.845169e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88475 members 
Mstep: Class 2 contains 68618 members 
Entering Unmasked Estep 
Score: -18452900.000000 Penalty: 5934.437988
	Iteration 11Q: 3 clusters Score -1.84529e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90129 members 
Mstep: Class 2 contains 66964 members 
Entering Unmasked Estep 
Score: -18453538.000000 Penalty: 5934.437988
	Iteration 12Q: 3 clusters Score -1.845354e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91825 members 
Mstep: Class 2 contains 65268 members 
Entering Unmasked Estep 
Score: -18454170.000000 Penalty: 5934.437988
	Iteration 13Q: 3 clusters Score -1.845417e+07 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93546 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -18454824.000000 Penalty: 5934.437988
	Iteration 14Q: 3 clusters Score -1.845482e+07 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95312 members 
Mstep: Class 2 contains 61781 members 
Entering Unmasked Estep 
Score: -18455446.000000 Penalty: 5934.437988
	Iteration 15Q: 3 clusters Score -1.845545e+07 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97148 members 
Mstep: Class 2 contains 59945 members 
Entering Unmasked Estep 
Score: -18456162.000000 Penalty: 5934.437988
	Iteration 16Q: 3 clusters Score -1.845616e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99035 members 
Mstep: Class 2 contains 58058 members 
Entering Unmasked Estep 
Score: -18456816.000000 Penalty: 5934.437988
	Iteration 17Q: 3 clusters Score -1.845682e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101057 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -18457546.000000 Penalty: 5934.437988
	Iteration 18Q: 3 clusters Score -1.845755e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103161 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -18458260.000000 Penalty: 5934.437988
	Iteration 19Q: 3 clusters Score -1.845826e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105182 members 
Mstep: Class 2 contains 51911 members 
Entering Unmasked Estep 
Score: -18458928.000000 Penalty: 5934.437988
	Iteration 20F: 3 clusters Score -1.845893e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107215 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -18459546.000000 Penalty: 5934.437988
	Iteration 21Q: 3 clusters Score -1.845955e+07 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109187 members 
Mstep: Class 2 contains 47906 members 
Entering Unmasked Estep 
Score: -18460182.000000 Penalty: 5934.437988
	Iteration 22Q: 3 clusters Score -1.846018e+07 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111144 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -18460788.000000 Penalty: 5934.437988
	Iteration 23Q: 3 clusters Score -1.846079e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113065 members 
Mstep: Class 2 contains 44028 members 
Entering Unmasked Estep 
Score: -18461324.000000 Penalty: 5934.437988
	Iteration 24Q: 3 clusters Score -1.846132e+07 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115017 members 
Mstep: Class 2 contains 42076 members 
Entering Unmasked Estep 
Score: -18461836.000000 Penalty: 5934.437988
	Iteration 25Q: 3 clusters Score -1.846184e+07 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116874 members 
Mstep: Class 2 contains 40219 members 
Entering Unmasked Estep 
Score: -18462348.000000 Penalty: 5934.437988
	Iteration 26Q: 3 clusters Score -1.846235e+07 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118689 members 
Mstep: Class 2 contains 38404 members 
Entering Unmasked Estep 
Score: -18462768.000000 Penalty: 5934.437988
	Iteration 27Q: 3 clusters Score -1.846277e+07 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120406 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -18463214.000000 Penalty: 5934.437988
	Iteration 28Q: 3 clusters Score -1.846321e+07 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122051 members 
Mstep: Class 2 contains 35042 members 
Entering Unmasked Estep 
Score: -18463616.000000 Penalty: 5934.437988
	Iteration 29Q: 3 clusters Score -1.846362e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123561 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -18463976.000000 Penalty: 5934.437988
	Iteration 30Q: 3 clusters Score -1.846398e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125027 members 
Mstep: Class 2 contains 32066 members 
Entering Unmasked Estep 
Score: -18464346.000000 Penalty: 5934.437988
	Iteration 31Q: 3 clusters Score -1.846435e+07 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126416 members 
Mstep: Class 2 contains 30677 members 
Entering Unmasked Estep 
Score: -18464744.000000 Penalty: 5934.437988
	Iteration 32Q: 3 clusters Score -1.846474e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127757 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -18464930.000000 Penalty: 5934.437988
	Iteration 33Q: 3 clusters Score -1.846493e+07 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129103 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -18465308.000000 Penalty: 5934.437988
	Iteration 34Q: 3 clusters Score -1.846531e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130398 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -18465714.000000 Penalty: 5934.437988
	Iteration 35Q: 3 clusters Score -1.846571e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131608 members 
Mstep: Class 2 contains 25485 members 
Entering Unmasked Estep 
Score: -18466004.000000 Penalty: 5934.437988
	Iteration 36Q: 3 clusters Score -1.8466e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132757 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -18466230.000000 Penalty: 5934.437988
	Iteration 37Q: 3 clusters Score -1.846623e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133824 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -18466412.000000 Penalty: 5934.437988
	Iteration 38Q: 3 clusters Score -1.846641e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134851 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -18466704.000000 Penalty: 5934.437988
	Iteration 39Q: 3 clusters Score -1.84667e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135817 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -18466812.000000 Penalty: 5934.437988
	Iteration 40F: 3 clusters Score -1.846681e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136704 members 
Mstep: Class 2 contains 20389 members 
Entering Unmasked Estep 
Score: -18466976.000000 Penalty: 5934.437988
	Iteration 41Q: 3 clusters Score -1.846698e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137516 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -18467164.000000 Penalty: 5934.437988
	Iteration 42Q: 3 clusters Score -1.846716e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138222 members 
Mstep: Class 2 contains 18871 members 
Entering Unmasked Estep 
Score: -18467218.000000 Penalty: 5934.437988
	Iteration 43Q: 3 clusters Score -1.846722e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138876 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -18467374.000000 Penalty: 5934.437988
	Iteration 44Q: 3 clusters Score -1.846737e+07 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139483 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -18467516.000000 Penalty: 5934.437988
	Iteration 45Q: 3 clusters Score -1.846752e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140032 members 
Mstep: Class 2 contains 17061 members 
Entering Unmasked Estep 
Score: -18467594.000000 Penalty: 5934.437988
	Iteration 46Q: 3 clusters Score -1.846759e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140509 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -18467670.000000 Penalty: 5934.437988
	Iteration 47Q: 3 clusters Score -1.846767e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140948 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -18467684.000000 Penalty: 5934.437988
	Iteration 48Q: 3 clusters Score -1.846768e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141350 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -18467704.000000 Penalty: 5934.437988
	Iteration 49Q: 3 clusters Score -1.84677e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141722 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
Score: -18467822.000000 Penalty: 5934.437988
	Iteration 50Q: 3 clusters Score -1.846782e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142076 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -18467892.000000 Penalty: 5934.437988
	Iteration 51Q: 3 clusters Score -1.846789e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142399 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -18467928.000000 Penalty: 5934.437988
	Iteration 52Q: 3 clusters Score -1.846793e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142729 members 
Mstep: Class 2 contains 14364 members 
Entering Unmasked Estep 
Score: -18467996.000000 Penalty: 5934.437988
	Iteration 53Q: 3 clusters Score -1.8468e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143050 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -18468036.000000 Penalty: 5934.437988
	Iteration 54Q: 3 clusters Score -1.846804e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143338 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -18468042.000000 Penalty: 5934.437988
	Iteration 55Q: 3 clusters Score -1.846804e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143617 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -18468006.000000 Penalty: 5934.437988
	Iteration 56Q: 3 clusters Score -1.846801e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143891 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -18468056.000000 Penalty: 5934.437988
	Iteration 57Q: 3 clusters Score -1.846806e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144113 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -18468084.000000 Penalty: 5934.437988
	Iteration 58Q: 3 clusters Score -1.846808e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144304 members 
Mstep: Class 2 contains 12789 members 
Entering Unmasked Estep 
Score: -18468104.000000 Penalty: 5934.437988
	Iteration 59Q: 3 clusters Score -1.84681e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144493 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -18468106.000000 Penalty: 5934.437988
	Iteration 60F: 3 clusters Score -1.846811e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144673 members 
Mstep: Class 2 contains 12420 members 
Entering Unmasked Estep 
Score: -18468156.000000 Penalty: 5934.437988
	Iteration 61Q: 3 clusters Score -1.846816e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144838 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -18468188.000000 Penalty: 5934.437988
	Iteration 62Q: 3 clusters Score -1.846819e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144996 members 
Mstep: Class 2 contains 12097 members 
Entering Unmasked Estep 
Score: -18468228.000000 Penalty: 5934.437988
	Iteration 63Q: 3 clusters Score -1.846823e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145149 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -18468192.000000 Penalty: 5934.437988
	Iteration 64Q: 3 clusters Score -1.846819e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145318 members 
Mstep: Class 2 contains 11775 members 
Entering Unmasked Estep 
Score: -18468204.000000 Penalty: 5934.437988
	Iteration 65Q: 3 clusters Score -1.84682e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145469 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -18468252.000000 Penalty: 5934.437988
	Iteration 66Q: 3 clusters Score -1.846825e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145625 members 
Mstep: Class 2 contains 11468 members 
Entering Unmasked Estep 
Score: -18468220.000000 Penalty: 5934.437988
	Iteration 67Q: 3 clusters Score -1.846822e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145773 members 
Mstep: Class 2 contains 11320 members 
Entering Unmasked Estep 
Score: -18468232.000000 Penalty: 5934.437988
	Iteration 68Q: 3 clusters Score -1.846823e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145904 members 
Mstep: Class 2 contains 11189 members 
Entering Unmasked Estep 
Score: -18468246.000000 Penalty: 5934.437988
	Iteration 69Q: 3 clusters Score -1.846825e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146028 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -18468282.000000 Penalty: 5934.437988
	Iteration 70Q: 3 clusters Score -1.846828e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146144 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -18468332.000000 Penalty: 5934.437988
	Iteration 71Q: 3 clusters Score -1.846833e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146241 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -18468302.000000 Penalty: 5934.437988
	Iteration 72Q: 3 clusters Score -1.84683e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146344 members 
Mstep: Class 2 contains 10749 members 
Entering Unmasked Estep 
Score: -18468316.000000 Penalty: 5934.437988
	Iteration 73Q: 3 clusters Score -1.846832e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146453 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -18468314.000000 Penalty: 5934.437988
	Iteration 74Q: 3 clusters Score -1.846831e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146562 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -18468312.000000 Penalty: 5934.437988
	Iteration 75Q: 3 clusters Score -1.846831e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146660 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -18468298.000000 Penalty: 5934.437988
	Iteration 76Q: 3 clusters Score -1.84683e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146760 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -18468292.000000 Penalty: 5934.437988
	Iteration 77Q: 3 clusters Score -1.846829e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146849 members 
Mstep: Class 2 contains 10244 members 
Entering Unmasked Estep 
Score: -18468298.000000 Penalty: 5934.437988
	Iteration 78Q: 3 clusters Score -1.84683e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146939 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -18468304.000000 Penalty: 5934.437988
	Iteration 79Q: 3 clusters Score -1.84683e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147024 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -18468308.000000 Penalty: 5934.437988
	Iteration 80F: 3 clusters Score -1.846831e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147125 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -18468354.000000 Penalty: 5934.437988
	Iteration 81Q: 3 clusters Score -1.846835e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147212 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -18468362.000000 Penalty: 5934.437988
	Iteration 82Q: 3 clusters Score -1.846836e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147304 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -18468364.000000 Penalty: 5934.437988
	Iteration 83Q: 3 clusters Score -1.846836e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147389 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -18468346.000000 Penalty: 5934.437988
	Iteration 84Q: 3 clusters Score -1.846835e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147491 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -18468326.000000 Penalty: 5934.437988
	Iteration 85Q: 3 clusters Score -1.846833e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147583 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -18468364.000000 Penalty: 5934.437988
	Iteration 86Q: 3 clusters Score -1.846836e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147653 members 
Mstep: Class 2 contains 9440 members 
Entering Unmasked Estep 
Score: -18468342.000000 Penalty: 5934.437988
	Iteration 87Q: 3 clusters Score -1.846834e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147713 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -18468328.000000 Penalty: 5934.437988
	Iteration 88Q: 3 clusters Score -1.846833e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147769 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -18468336.000000 Penalty: 5934.437988
	Iteration 89Q: 3 clusters Score -1.846834e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147830 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -18468300.000000 Penalty: 5934.437988
	Iteration 90Q: 3 clusters Score -1.84683e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147896 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -18468338.000000 Penalty: 5934.437988
	Iteration 91Q: 3 clusters Score -1.846834e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147981 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -18468346.000000 Penalty: 5934.437988
	Iteration 92Q: 3 clusters Score -1.846835e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148062 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -18468326.000000 Penalty: 5934.437988
	Iteration 93Q: 3 clusters Score -1.846833e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148123 members 
Mstep: Class 2 contains 8970 members 
Entering Unmasked Estep 
Score: -18468316.000000 Penalty: 5934.437988
	Iteration 94Q: 3 clusters Score -1.846832e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148194 members 
Mstep: Class 2 contains 8899 members 
Entering Unmasked Estep 
Score: -18468334.000000 Penalty: 5934.437988
	Iteration 95Q: 3 clusters Score -1.846833e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148264 members 
Mstep: Class 2 contains 8829 members 
Entering Unmasked Estep 
Score: -18468342.000000 Penalty: 5934.437988
	Iteration 96Q: 3 clusters Score -1.846834e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148337 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -18468326.000000 Penalty: 5934.437988
	Iteration 97Q: 3 clusters Score -1.846833e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148416 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -18468308.000000 Penalty: 5934.437988
	Iteration 98Q: 3 clusters Score -1.846831e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148483 members 
Mstep: Class 2 contains 8610 members 
Entering Unmasked Estep 
Score: -18468302.000000 Penalty: 5934.437988
	Iteration 99Q: 3 clusters Score -1.84683e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148540 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -18468306.000000 Penalty: 5934.437988
	Iteration 100F: 3 clusters Score -1.846831e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148597 members 
Mstep: Class 2 contains 8496 members 
Entering Unmasked Estep 
Score: -18468336.000000 Penalty: 5934.437988
	Iteration 101Q: 3 clusters Score -1.846834e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148640 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -18468362.000000 Penalty: 5934.437988
	Iteration 102Q: 3 clusters Score -1.846836e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148685 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -18468376.000000 Penalty: 5934.437988
	Iteration 103Q: 3 clusters Score -1.846838e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148741 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -18468326.000000 Penalty: 5934.437988
	Iteration 104Q: 3 clusters Score -1.846833e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148797 members 
Mstep: Class 2 contains 8296 members 
Entering Unmasked Estep 
Score: -18468328.000000 Penalty: 5934.437988
	Iteration 105Q: 3 clusters Score -1.846833e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148849 members 
Mstep: Class 2 contains 8244 members 
Entering Unmasked Estep 
Score: -18468348.000000 Penalty: 5934.437988
	Iteration 106Q: 3 clusters Score -1.846835e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148898 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -18468314.000000 Penalty: 5934.437988
	Iteration 107Q: 3 clusters Score -1.846831e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148946 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -18468298.000000 Penalty: 5934.437988
	Iteration 108Q: 3 clusters Score -1.84683e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148993 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -18468294.000000 Penalty: 5934.437988
	Iteration 109Q: 3 clusters Score -1.846829e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149038 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -18468272.000000 Penalty: 5934.437988
	Iteration 110Q: 3 clusters Score -1.846827e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149079 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -18468252.000000 Penalty: 5934.437988
	Iteration 111Q: 3 clusters Score -1.846825e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149112 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -18468280.000000 Penalty: 5934.437988
	Iteration 112Q: 3 clusters Score -1.846828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149142 members 
Mstep: Class 2 contains 7951 members 
Entering Unmasked Estep 
Score: -18468276.000000 Penalty: 5934.437988
	Iteration 113Q: 3 clusters Score -1.846828e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149172 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -18468264.000000 Penalty: 5934.437988
	Iteration 114Q: 3 clusters Score -1.846826e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149203 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -18468272.000000 Penalty: 5934.437988
	Iteration 115Q: 3 clusters Score -1.846827e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149233 members 
Mstep: Class 2 contains 7860 members 
Entering Unmasked Estep 
Score: -18468258.000000 Penalty: 5934.437988
	Iteration 116Q: 3 clusters Score -1.846826e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -18468260.000000 Penalty: 5934.437988
	Iteration 117Q: 3 clusters Score -1.846826e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149312 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -18468248.000000 Penalty: 5934.437988
	Iteration 118Q: 3 clusters Score -1.846825e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149348 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -18468272.000000 Penalty: 5934.437988
	Iteration 119Q: 3 clusters Score -1.846827e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149377 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -18468240.000000 Penalty: 5934.437988
	Iteration 120F: 3 clusters Score -1.846824e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149409 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -18468228.000000 Penalty: 5934.437988
	Iteration 121Q: 3 clusters Score -1.846823e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149440 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -18468230.000000 Penalty: 5934.437988
	Iteration 122Q: 3 clusters Score -1.846823e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149473 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -18468228.000000 Penalty: 5934.437988
	Iteration 123Q: 3 clusters Score -1.846823e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149500 members 
Mstep: Class 2 contains 7593 members 
Entering Unmasked Estep 
Score: -18468234.000000 Penalty: 5934.437988
	Iteration 124Q: 3 clusters Score -1.846823e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149516 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -18468238.000000 Penalty: 5934.437988
	Iteration 125Q: 3 clusters Score -1.846824e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149533 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -18468228.000000 Penalty: 5934.437988
	Iteration 126Q: 3 clusters Score -1.846823e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149552 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -18468210.000000 Penalty: 5934.437988
	Iteration 127Q: 3 clusters Score -1.846821e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149573 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -18468224.000000 Penalty: 5934.437988
	Iteration 128Q: 3 clusters Score -1.846822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149590 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -18468212.000000 Penalty: 5934.437988
	Iteration 129Q: 3 clusters Score -1.846821e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149605 members 
Mstep: Class 2 contains 7488 members 
Entering Unmasked Estep 
Score: -18468208.000000 Penalty: 5934.437988
	Iteration 130Q: 3 clusters Score -1.846821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149617 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -18468220.000000 Penalty: 5934.437988
	Iteration 131Q: 3 clusters Score -1.846822e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149632 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -18468222.000000 Penalty: 5934.437988
	Iteration 132Q: 3 clusters Score -1.846822e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149646 members 
Mstep: Class 2 contains 7447 members 
Entering Unmasked Estep 
Score: -18468242.000000 Penalty: 5934.437988
	Iteration 133Q: 3 clusters Score -1.846824e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149660 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -18468232.000000 Penalty: 5934.437988
	Iteration 134Q: 3 clusters Score -1.846823e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149678 members 
Mstep: Class 2 contains 7415 members 
Entering Unmasked Estep 
Score: -18468250.000000 Penalty: 5934.437988
	Iteration 135Q: 3 clusters Score -1.846825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149688 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -18468250.000000 Penalty: 5934.437988
	Iteration 136Q: 3 clusters Score -1.846825e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149697 members 
Mstep: Class 2 contains 7396 members 
Entering Unmasked Estep 
Score: -18468248.000000 Penalty: 5934.437988
	Iteration 137Q: 3 clusters Score -1.846825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149708 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -18468258.000000 Penalty: 5934.437988
	Iteration 138Q: 3 clusters Score -1.846826e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149713 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -18468258.000000 Penalty: 5934.437988
	Iteration 139Q: 3 clusters Score -1.846826e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149728 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -18468252.000000 Penalty: 5934.437988
	Iteration 140F: 3 clusters Score -1.846825e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149742 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -18468250.000000 Penalty: 5934.437988
	Iteration 141Q: 3 clusters Score -1.846825e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149753 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -18468270.000000 Penalty: 5934.437988
	Iteration 142Q: 3 clusters Score -1.846827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149764 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -18468266.000000 Penalty: 5934.437988
	Iteration 143Q: 3 clusters Score -1.846827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149772 members 
Mstep: Class 2 contains 7321 members 
Entering Unmasked Estep 
Score: -18468274.000000 Penalty: 5934.437988
	Iteration 144Q: 3 clusters Score -1.846827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149778 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -18468272.000000 Penalty: 5934.437988
	Iteration 145Q: 3 clusters Score -1.846827e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149782 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -18468254.000000 Penalty: 5934.437988
	Iteration 146Q: 3 clusters Score -1.846825e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149785 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -18468254.000000 Penalty: 5934.437988
	Iteration 147Q: 3 clusters Score -1.846825e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -18468246.000000 Penalty: 5934.437988
	Iteration 148Q: 3 clusters Score -1.846825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149787 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -18468246.000000 Penalty: 5934.437988
	Iteration 149F: 3 clusters Score -1.846825e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173782 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276226 members 
Mstep: Class 9 contains 81217 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 149787 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130062 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178942 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215403 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22918 members 
Mstep: Class 27 contains 7306 members 
Entering Unmasked Estep 
Score: -161462848.000000 Penalty: 94850.351562
Splitting cluster 13 changes total score from -161462816.000000 to -161462848.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 14 (15615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Entering Unmasked Estep 
Score: -1757984.000000 Penalty: 2394.685059
	Iteration 0F: 2 clusters Score -1757984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 7725 members 
Entering Unmasked Estep 
Score: -1746760.750000 Penalty: 4789.370117
	Iteration 0F: 3 clusters Score -1746761 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -1750254.000000 Penalty: 4789.370117
	Iteration 1F: 3 clusters Score -1750254 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1750645.875000 Penalty: 4789.370117
	Iteration 2F: 3 clusters Score -1750646 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -1750978.000000 Penalty: 4789.370117
	Iteration 3F: 3 clusters Score -1750978 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -1751255.875000 Penalty: 4789.370117
	Iteration 4Q: 3 clusters Score -1751256 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1751550.625000 Penalty: 4789.370117
	Iteration 5Q: 3 clusters Score -1751551 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1751800.250000 Penalty: 4789.370117
	Iteration 6Q: 3 clusters Score -1751800 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8490 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -1752074.750000 Penalty: 4789.370117
	Iteration 7Q: 3 clusters Score -1752075 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -1752373.750000 Penalty: 4789.370117
	Iteration 8Q: 3 clusters Score -1752374 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1752669.250000 Penalty: 4789.370117
	Iteration 9Q: 3 clusters Score -1752669 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 6491 members 
Entering Unmasked Estep 
Score: -1752947.250000 Penalty: 4789.370117
	Iteration 10Q: 3 clusters Score -1752947 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9367 members 
Mstep: Class 2 contains 6248 members 
Entering Unmasked Estep 
Score: -1753254.625000 Penalty: 4789.370117
	Iteration 11Q: 3 clusters Score -1753255 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 6019 members 
Entering Unmasked Estep 
Score: -1753519.250000 Penalty: 4789.370117
	Iteration 12Q: 3 clusters Score -1753519 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 5808 members 
Entering Unmasked Estep 
Score: -1753756.250000 Penalty: 4789.370117
	Iteration 13Q: 3 clusters Score -1753756 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9988 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1753963.375000 Penalty: 4789.370117
	Iteration 14Q: 3 clusters Score -1753963 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1754153.125000 Penalty: 4789.370117
	Iteration 15Q: 3 clusters Score -1754153 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 5241 members 
Entering Unmasked Estep 
Score: -1754308.500000 Penalty: 4789.370117
	Iteration 16Q: 3 clusters Score -1754308 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1754432.250000 Penalty: 4789.370117
	Iteration 17Q: 3 clusters Score -1754432 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10698 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1754520.750000 Penalty: 4789.370117
	Iteration 18Q: 3 clusters Score -1754521 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -1754597.750000 Penalty: 4789.370117
	Iteration 19Q: 3 clusters Score -1754598 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10995 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1754670.250000 Penalty: 4789.370117
	Iteration 20F: 3 clusters Score -1754670 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1754729.000000 Penalty: 4789.370117
	Iteration 21Q: 3 clusters Score -1754729 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1754792.500000 Penalty: 4789.370117
	Iteration 22Q: 3 clusters Score -1754792 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11472 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -1754847.625000 Penalty: 4789.370117
	Iteration 23Q: 3 clusters Score -1754848 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1754891.875000 Penalty: 4789.370117
	Iteration 24Q: 3 clusters Score -1754892 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1754929.000000 Penalty: 4789.370117
	Iteration 25Q: 3 clusters Score -1754929 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -1754971.375000 Penalty: 4789.370117
	Iteration 26Q: 3 clusters Score -1754971 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1755009.625000 Penalty: 4789.370117
	Iteration 27Q: 3 clusters Score -1755010 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -1755045.625000 Penalty: 4789.370117
	Iteration 28Q: 3 clusters Score -1755046 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -1755069.375000 Penalty: 4789.370117
	Iteration 29Q: 3 clusters Score -1755069 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -1755081.375000 Penalty: 4789.370117
	Iteration 30Q: 3 clusters Score -1755081 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -1755102.125000 Penalty: 4789.370117
	Iteration 31Q: 3 clusters Score -1755102 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -1755133.000000 Penalty: 4789.370117
	Iteration 32Q: 3 clusters Score -1755133 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12453 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -1755153.500000 Penalty: 4789.370117
	Iteration 33Q: 3 clusters Score -1755154 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -1755168.500000 Penalty: 4789.370117
	Iteration 34Q: 3 clusters Score -1755168 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12609 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1755200.000000 Penalty: 4789.370117
	Iteration 35Q: 3 clusters Score -1755200 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12705 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1755227.875000 Penalty: 4789.370117
	Iteration 36Q: 3 clusters Score -1755228 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12796 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1755265.375000 Penalty: 4789.370117
	Iteration 37Q: 3 clusters Score -1755265 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1755297.625000 Penalty: 4789.370117
	Iteration 38Q: 3 clusters Score -1755298 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12986 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -1755337.250000 Penalty: 4789.370117
	Iteration 39Q: 3 clusters Score -1755337 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13084 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1755379.750000 Penalty: 4789.370117
	Iteration 40F: 3 clusters Score -1755380 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1755418.000000 Penalty: 4789.370117
	Iteration 41Q: 3 clusters Score -1755418 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1755451.500000 Penalty: 4789.370117
	Iteration 42Q: 3 clusters Score -1755452 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -1755478.750000 Penalty: 4789.370117
	Iteration 43Q: 3 clusters Score -1755479 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1755508.250000 Penalty: 4789.370117
	Iteration 44Q: 3 clusters Score -1755508 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -1755534.750000 Penalty: 4789.370117
	Iteration 45Q: 3 clusters Score -1755535 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1755567.750000 Penalty: 4789.370117
	Iteration 46Q: 3 clusters Score -1755568 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -1755586.375000 Penalty: 4789.370117
	Iteration 47Q: 3 clusters Score -1755586 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1755602.375000 Penalty: 4789.370117
	Iteration 48Q: 3 clusters Score -1755602 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13727 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1755616.000000 Penalty: 4789.370117
	Iteration 49Q: 3 clusters Score -1755616 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13762 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1755628.500000 Penalty: 4789.370117
	Iteration 50Q: 3 clusters Score -1755628 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -1755643.125000 Penalty: 4789.370117
	Iteration 51Q: 3 clusters Score -1755643 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1755661.000000 Penalty: 4789.370117
	Iteration 52Q: 3 clusters Score -1755661 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13903 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1755683.125000 Penalty: 4789.370117
	Iteration 53Q: 3 clusters Score -1755683 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1755701.000000 Penalty: 4789.370117
	Iteration 54Q: 3 clusters Score -1755701 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14000 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1755716.750000 Penalty: 4789.370117
	Iteration 55Q: 3 clusters Score -1755717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1755728.375000 Penalty: 4789.370117
	Iteration 56Q: 3 clusters Score -1755728 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -1755742.375000 Penalty: 4789.370117
	Iteration 57Q: 3 clusters Score -1755742 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1755744.125000 Penalty: 4789.370117
	Iteration 58Q: 3 clusters Score -1755744 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1755755.875000 Penalty: 4789.370117
	Iteration 59Q: 3 clusters Score -1755756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1755764.500000 Penalty: 4789.370117
	Iteration 60F: 3 clusters Score -1755764 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1755774.625000 Penalty: 4789.370117
	Iteration 61Q: 3 clusters Score -1755775 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14177 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1755780.000000 Penalty: 4789.370117
	Iteration 62Q: 3 clusters Score -1755780 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1755789.500000 Penalty: 4789.370117
	Iteration 63Q: 3 clusters Score -1755790 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14223 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1755799.625000 Penalty: 4789.370117
	Iteration 64Q: 3 clusters Score -1755800 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1755809.250000 Penalty: 4789.370117
	Iteration 65Q: 3 clusters Score -1755809 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1755816.250000 Penalty: 4789.370117
	Iteration 66Q: 3 clusters Score -1755816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1755826.125000 Penalty: 4789.370117
	Iteration 67Q: 3 clusters Score -1755826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1755838.375000 Penalty: 4789.370117
	Iteration 68Q: 3 clusters Score -1755838 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1755845.000000 Penalty: 4789.370117
	Iteration 69Q: 3 clusters Score -1755845 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1755856.500000 Penalty: 4789.370117
	Iteration 70Q: 3 clusters Score -1755856 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14386 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -1755866.500000 Penalty: 4789.370117
	Iteration 71Q: 3 clusters Score -1755866 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14409 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -1755878.875000 Penalty: 4789.370117
	Iteration 72Q: 3 clusters Score -1755879 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1755888.125000 Penalty: 4789.370117
	Iteration 73Q: 3 clusters Score -1755888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1755897.000000 Penalty: 4789.370117
	Iteration 74Q: 3 clusters Score -1755897 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1755903.250000 Penalty: 4789.370117
	Iteration 75Q: 3 clusters Score -1755903 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1755912.500000 Penalty: 4789.370117
	Iteration 76Q: 3 clusters Score -1755912 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1755920.625000 Penalty: 4789.370117
	Iteration 77Q: 3 clusters Score -1755921 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14541 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1755926.875000 Penalty: 4789.370117
	Iteration 78Q: 3 clusters Score -1755927 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14562 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1755939.125000 Penalty: 4789.370117
	Iteration 79Q: 3 clusters Score -1755939 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -1755950.625000 Penalty: 4789.370117
	Iteration 80F: 3 clusters Score -1755951 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1755960.625000 Penalty: 4789.370117
	Iteration 81Q: 3 clusters Score -1755961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14618 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1755966.750000 Penalty: 4789.370117
	Iteration 82Q: 3 clusters Score -1755967 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -1755977.250000 Penalty: 4789.370117
	Iteration 83Q: 3 clusters Score -1755977 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1755975.875000 Penalty: 4789.370117
	Iteration 84Q: 3 clusters Score -1755976 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1755984.625000 Penalty: 4789.370117
	Iteration 85Q: 3 clusters Score -1755985 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14653 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1755984.750000 Penalty: 4789.370117
	Iteration 86Q: 3 clusters Score -1755985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14663 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -1755991.125000 Penalty: 4789.370117
	Iteration 87Q: 3 clusters Score -1755991 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -1755993.125000 Penalty: 4789.370117
	Iteration 88Q: 3 clusters Score -1755993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14677 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1755994.500000 Penalty: 4789.370117
	Iteration 89Q: 3 clusters Score -1755994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1755995.750000 Penalty: 4789.370117
	Iteration 90Q: 3 clusters Score -1755996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -1755997.750000 Penalty: 4789.370117
	Iteration 91Q: 3 clusters Score -1755998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1755999.250000 Penalty: 4789.370117
	Iteration 92Q: 3 clusters Score -1755999 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -1756002.250000 Penalty: 4789.370117
	Iteration 93Q: 3 clusters Score -1756002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1756001.625000 Penalty: 4789.370117
	Iteration 94Q: 3 clusters Score -1756002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1756003.500000 Penalty: 4789.370117
	Iteration 95Q: 3 clusters Score -1756004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1756003.500000 Penalty: 4789.370117
	Iteration 96F: 3 clusters Score -1756004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (19720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Entering Unmasked Estep 
Score: -2220563.000000 Penalty: 2452.568359
	Iteration 0F: 2 clusters Score -2220563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2206721.000000 Penalty: 4905.136719
	Iteration 0F: 3 clusters Score -2206721 nChanged 8679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 10153 members 
Entering Unmasked Estep 
Score: -2211311.250000 Penalty: 4905.136719
	Iteration 1F: 3 clusters Score -2211311 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2211742.500000 Penalty: 4905.136719
	Iteration 2F: 3 clusters Score -2211742 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -2212137.000000 Penalty: 4905.136719
	Iteration 3Q: 3 clusters Score -2212137 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8853 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -2212529.500000 Penalty: 4905.136719
	Iteration 4Q: 3 clusters Score -2212530 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8473 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -2212976.250000 Penalty: 4905.136719
	Iteration 5Q: 3 clusters Score -2212976 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2213471.750000 Penalty: 4905.136719
	Iteration 6Q: 3 clusters Score -2213472 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -2213932.000000 Penalty: 4905.136719
	Iteration 7Q: 3 clusters Score -2213932 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 12622 members 
Entering Unmasked Estep 
Score: -2214415.000000 Penalty: 4905.136719
	Iteration 8Q: 3 clusters Score -2214415 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2214882.750000 Penalty: 4905.136719
	Iteration 9Q: 3 clusters Score -2214883 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -2215253.750000 Penalty: 4905.136719
	Iteration 10Q: 3 clusters Score -2215254 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 14123 members 
Entering Unmasked Estep 
Score: -2215574.750000 Penalty: 4905.136719
	Iteration 11Q: 3 clusters Score -2215575 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -2215890.000000 Penalty: 4905.136719
	Iteration 12Q: 3 clusters Score -2215890 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 15054 members 
Entering Unmasked Estep 
Score: -2216177.500000 Penalty: 4905.136719
	Iteration 13Q: 3 clusters Score -2216178 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -2216456.000000 Penalty: 4905.136719
	Iteration 14Q: 3 clusters Score -2216456 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2216709.000000 Penalty: 4905.136719
	Iteration 15Q: 3 clusters Score -2216709 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2216935.250000 Penalty: 4905.136719
	Iteration 16Q: 3 clusters Score -2216935 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -2217167.000000 Penalty: 4905.136719
	Iteration 17Q: 3 clusters Score -2217167 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -2217375.250000 Penalty: 4905.136719
	Iteration 18Q: 3 clusters Score -2217375 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -2217579.250000 Penalty: 4905.136719
	Iteration 19Q: 3 clusters Score -2217579 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -2217753.750000 Penalty: 4905.136719
	Iteration 20F: 3 clusters Score -2217754 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 18031 members 
Entering Unmasked Estep 
Score: -2217918.250000 Penalty: 4905.136719
	Iteration 21Q: 3 clusters Score -2217918 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2218051.250000 Penalty: 4905.136719
	Iteration 22Q: 3 clusters Score -2218051 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -2218157.500000 Penalty: 4905.136719
	Iteration 23Q: 3 clusters Score -2218158 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 18557 members 
Entering Unmasked Estep 
Score: -2218256.250000 Penalty: 4905.136719
	Iteration 24Q: 3 clusters Score -2218256 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -2218331.000000 Penalty: 4905.136719
	Iteration 25Q: 3 clusters Score -2218331 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -2218389.500000 Penalty: 4905.136719
	Iteration 26Q: 3 clusters Score -2218390 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 18808 members 
Entering Unmasked Estep 
Score: -2218443.750000 Penalty: 4905.136719
	Iteration 27Q: 3 clusters Score -2218444 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -2218470.000000 Penalty: 4905.136719
	Iteration 28Q: 3 clusters Score -2218470 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -2218490.000000 Penalty: 4905.136719
	Iteration 29Q: 3 clusters Score -2218490 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 18928 members 
Entering Unmasked Estep 
Score: -2218516.500000 Penalty: 4905.136719
	Iteration 30Q: 3 clusters Score -2218516 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 18955 members 
Entering Unmasked Estep 
Score: -2218529.500000 Penalty: 4905.136719
	Iteration 31Q: 3 clusters Score -2218530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -2218549.500000 Penalty: 4905.136719
	Iteration 32Q: 3 clusters Score -2218550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -2218569.250000 Penalty: 4905.136719
	Iteration 33Q: 3 clusters Score -2218569 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -2218577.750000 Penalty: 4905.136719
	Iteration 34Q: 3 clusters Score -2218578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 18998 members 
Entering Unmasked Estep 
Score: -2218581.000000 Penalty: 4905.136719
	Iteration 35Q: 3 clusters Score -2218581 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2218582.750000 Penalty: 4905.136719
	Iteration 36Q: 3 clusters Score -2218583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -2218586.250000 Penalty: 4905.136719
	Iteration 37Q: 3 clusters Score -2218586 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -2218592.000000 Penalty: 4905.136719
	Iteration 38Q: 3 clusters Score -2218592 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -2218597.500000 Penalty: 4905.136719
	Iteration 39Q: 3 clusters Score -2218598 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -2218602.500000 Penalty: 4905.136719
	Iteration 40F: 3 clusters Score -2218602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2218604.750000 Penalty: 4905.136719
	Iteration 41Q: 3 clusters Score -2218605 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2218611.250000 Penalty: 4905.136719
	Iteration 42Q: 3 clusters Score -2218611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -2218609.500000 Penalty: 4905.136719
	Iteration 43Q: 3 clusters Score -2218610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2218616.000000 Penalty: 4905.136719
	Iteration 44Q: 3 clusters Score -2218616 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 19050 members 
Entering Unmasked Estep 
Score: -2218617.250000 Penalty: 4905.136719
	Iteration 45Q: 3 clusters Score -2218617 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -2218613.250000 Penalty: 4905.136719
	Iteration 46Q: 3 clusters Score -2218613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2218619.500000 Penalty: 4905.136719
	Iteration 47Q: 3 clusters Score -2218620 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2218619.500000 Penalty: 4905.136719
	Iteration 48F: 3 clusters Score -2218620 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (130062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130062 members 
Entering Unmasked Estep 
Score: -15376935.000000 Penalty: 2920.390137
	Iteration 0F: 2 clusters Score -1.537694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65112 members 
Mstep: Class 2 contains 64950 members 
Entering Unmasked Estep 
Score: -15289598.000000 Penalty: 5840.780273
	Iteration 0F: 3 clusters Score -1.52896e+07 nChanged 62096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67314 members 
Mstep: Class 2 contains 62748 members 
Entering Unmasked Estep 
Score: -15325769.000000 Penalty: 5840.780273
	Iteration 1F: 3 clusters Score -1.532577e+07 nChanged 4717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68811 members 
Mstep: Class 2 contains 61251 members 
Entering Unmasked Estep 
Score: -15327087.000000 Penalty: 5840.780273
	Iteration 2Q: 3 clusters Score -1.532709e+07 nChanged 5340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71063 members 
Mstep: Class 2 contains 58999 members 
Entering Unmasked Estep 
Score: -15328974.000000 Penalty: 5840.780273
	Iteration 3Q: 3 clusters Score -1.532897e+07 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74453 members 
Mstep: Class 2 contains 55609 members 
Entering Unmasked Estep 
Score: -15331675.000000 Penalty: 5840.780273
	Iteration 4Q: 3 clusters Score -1.533168e+07 nChanged 7480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79187 members 
Mstep: Class 2 contains 50875 members 
Entering Unmasked Estep 
Score: -15335529.000000 Penalty: 5840.780273
	Iteration 5F: 3 clusters Score -1.533553e+07 nChanged 8723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85400 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -15340931.000000 Penalty: 5840.780273
	Iteration 6F: 3 clusters Score -1.534093e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92890 members 
Mstep: Class 2 contains 37172 members 
Entering Unmasked Estep 
Score: -15347875.000000 Penalty: 5840.780273
	Iteration 7F: 3 clusters Score -1.534788e+07 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100723 members 
Mstep: Class 2 contains 29339 members 
Entering Unmasked Estep 
Score: -15354974.000000 Penalty: 5840.780273
	Iteration 8F: 3 clusters Score -1.535497e+07 nChanged 7357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107428 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -15360487.000000 Penalty: 5840.780273
	Iteration 9F: 3 clusters Score -1.536049e+07 nChanged 5479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112657 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -15364803.000000 Penalty: 5840.780273
	Iteration 10Q: 3 clusters Score -1.53648e+07 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116719 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -15368100.000000 Penalty: 5840.780273
	Iteration 11Q: 3 clusters Score -1.53681e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119754 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -15370458.000000 Penalty: 5840.780273
	Iteration 12Q: 3 clusters Score -1.537046e+07 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121964 members 
Mstep: Class 2 contains 8098 members 
Entering Unmasked Estep 
Score: -15371920.000000 Penalty: 5840.780273
	Iteration 13Q: 3 clusters Score -1.537192e+07 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123582 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -15372896.000000 Penalty: 5840.780273
	Iteration 14Q: 3 clusters Score -1.53729e+07 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124797 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -15373647.000000 Penalty: 5840.780273
	Iteration 15Q: 3 clusters Score -1.537365e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125650 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -15374079.000000 Penalty: 5840.780273
	Iteration 16Q: 3 clusters Score -1.537408e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126287 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -15374377.000000 Penalty: 5840.780273
	Iteration 17Q: 3 clusters Score -1.537438e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126710 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -15374559.000000 Penalty: 5840.780273
	Iteration 18Q: 3 clusters Score -1.537456e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127022 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -15374728.000000 Penalty: 5840.780273
	Iteration 19Q: 3 clusters Score -1.537473e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127261 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -15374813.000000 Penalty: 5840.780273
	Iteration 20F: 3 clusters Score -1.537481e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127434 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -15374907.000000 Penalty: 5840.780273
	Iteration 21Q: 3 clusters Score -1.537491e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127564 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -15374917.000000 Penalty: 5840.780273
	Iteration 22Q: 3 clusters Score -1.537492e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127671 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -15374976.000000 Penalty: 5840.780273
	Iteration 23Q: 3 clusters Score -1.537498e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127750 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -15374992.000000 Penalty: 5840.780273
	Iteration 24Q: 3 clusters Score -1.537499e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127814 members 
Mstep: Class 2 contains 2248 members 
Entering Unmasked Estep 
Score: -15375032.000000 Penalty: 5840.780273
	Iteration 25Q: 3 clusters Score -1.537503e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127853 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -15375046.000000 Penalty: 5840.780273
	Iteration 26Q: 3 clusters Score -1.537505e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127884 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -15375074.000000 Penalty: 5840.780273
	Iteration 27Q: 3 clusters Score -1.537507e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127909 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -15375057.000000 Penalty: 5840.780273
	Iteration 28Q: 3 clusters Score -1.537506e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127929 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -15375060.000000 Penalty: 5840.780273
	Iteration 29Q: 3 clusters Score -1.537506e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127939 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -15375070.000000 Penalty: 5840.780273
	Iteration 30Q: 3 clusters Score -1.537507e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127951 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -15375068.000000 Penalty: 5840.780273
	Iteration 31Q: 3 clusters Score -1.537507e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127963 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -15375040.000000 Penalty: 5840.780273
	Iteration 32Q: 3 clusters Score -1.537504e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127983 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -15375042.000000 Penalty: 5840.780273
	Iteration 33Q: 3 clusters Score -1.537504e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127994 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -15375066.000000 Penalty: 5840.780273
	Iteration 34Q: 3 clusters Score -1.537507e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128007 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -15375071.000000 Penalty: 5840.780273
	Iteration 35Q: 3 clusters Score -1.537507e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128014 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -15375083.000000 Penalty: 5840.780273
	Iteration 36Q: 3 clusters Score -1.537508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128027 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -15375076.000000 Penalty: 5840.780273
	Iteration 37Q: 3 clusters Score -1.537508e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128038 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -15375083.000000 Penalty: 5840.780273
	Iteration 38Q: 3 clusters Score -1.537508e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128054 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -15375076.000000 Penalty: 5840.780273
	Iteration 39Q: 3 clusters Score -1.537508e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -15375073.000000 Penalty: 5840.780273
	Iteration 40F: 3 clusters Score -1.537507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128062 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -15375069.000000 Penalty: 5840.780273
	Iteration 41Q: 3 clusters Score -1.537507e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128063 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -15375077.000000 Penalty: 5840.780273
	Iteration 42Q: 3 clusters Score -1.537508e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128068 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -15375107.000000 Penalty: 5840.780273
	Iteration 43Q: 3 clusters Score -1.537511e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128069 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -15375100.000000 Penalty: 5840.780273
	Iteration 44Q: 3 clusters Score -1.53751e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128068 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -15375100.000000 Penalty: 5840.780273
	Iteration 45Q: 3 clusters Score -1.53751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128065 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -15375099.000000 Penalty: 5840.780273
	Iteration 46Q: 3 clusters Score -1.53751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128065 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -15375096.000000 Penalty: 5840.780273
	Iteration 47Q: 3 clusters Score -1.53751e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128065 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -15375087.000000 Penalty: 5840.780273
	Iteration 48Q: 3 clusters Score -1.537509e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128064 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -15375099.000000 Penalty: 5840.780273
	Iteration 49Q: 3 clusters Score -1.53751e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -15375091.000000 Penalty: 5840.780273
	Iteration 50Q: 3 clusters Score -1.537509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -15375093.000000 Penalty: 5840.780273
	Iteration 51Q: 3 clusters Score -1.537509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128059 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -15375088.000000 Penalty: 5840.780273
	Iteration 52Q: 3 clusters Score -1.537509e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128059 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -15375093.000000 Penalty: 5840.780273
	Iteration 53Q: 3 clusters Score -1.537509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128058 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -15375093.000000 Penalty: 5840.780273
	Iteration 54Q: 3 clusters Score -1.537509e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128061 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -15375087.000000 Penalty: 5840.780273
	Iteration 55Q: 3 clusters Score -1.537509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128066 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -15375092.000000 Penalty: 5840.780273
	Iteration 56Q: 3 clusters Score -1.537509e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128069 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -15375083.000000 Penalty: 5840.780273
	Iteration 57Q: 3 clusters Score -1.537508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128068 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -15375085.000000 Penalty: 5840.780273
	Iteration 58Q: 3 clusters Score -1.537508e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128067 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -15375083.000000 Penalty: 5840.780273
	Iteration 59Q: 3 clusters Score -1.537508e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128067 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -15375083.000000 Penalty: 5840.780273
	Iteration 60F: 3 clusters Score -1.537508e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (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: -243821.234375 Penalty: 1895.821289
	Iteration 0F: 2 clusters Score -243821.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -241142.812500 Penalty: 3791.642578
	Iteration 0F: 3 clusters Score -241142.8 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -241620.265625 Penalty: 3791.642578
	Iteration 1F: 3 clusters Score -241620.3 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -241760.890625 Penalty: 3791.642578
	Iteration 2F: 3 clusters Score -241760.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -241836.453125 Penalty: 3791.642578
	Iteration 3Q: 3 clusters Score -241836.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -241883.250000 Penalty: 3791.642578
	Iteration 4Q: 3 clusters Score -241883.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -241908.640625 Penalty: 3791.642578
	Iteration 5Q: 3 clusters Score -241908.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -241929.078125 Penalty: 3791.642578
	Iteration 6Q: 3 clusters Score -241929.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -241942.984375 Penalty: 3791.642578
	Iteration 7Q: 3 clusters Score -241943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -241954.437500 Penalty: 3791.642578
	Iteration 8Q: 3 clusters Score -241954.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -241967.062500 Penalty: 3791.642578
	Iteration 9Q: 3 clusters Score -241967.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -241973.687500 Penalty: 3791.642578
	Iteration 10Q: 3 clusters Score -241973.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -241978.781250 Penalty: 3791.642578
	Iteration 11Q: 3 clusters Score -241978.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -241981.187500 Penalty: 3791.642578
	Iteration 12Q: 3 clusters Score -241981.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -241983.015625 Penalty: 3791.642578
	Iteration 13Q: 3 clusters Score -241983 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -241983.015625 Penalty: 3791.642578
	Iteration 14F: 3 clusters Score -241983 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (178942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178942 members 
Entering Unmasked Estep 
Score: -21231900.000000 Penalty: 2999.514648
	Iteration 0F: 2 clusters Score -2.12319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89275 members 
Mstep: Class 2 contains 89667 members 
Entering Unmasked Estep 
Score: -21113616.000000 Penalty: 5999.029297
	Iteration 0F: 3 clusters Score -2.111362e+07 nChanged 85786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86209 members 
Mstep: Class 2 contains 92733 members 
Entering Unmasked Estep 
Score: -21164326.000000 Penalty: 5999.029297
	Iteration 1F: 3 clusters Score -2.116433e+07 nChanged 5995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84334 members 
Mstep: Class 2 contains 94608 members 
Entering Unmasked Estep 
Score: -21166100.000000 Penalty: 5999.029297
	Iteration 2Q: 3 clusters Score -2.11661e+07 nChanged 6790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81398 members 
Mstep: Class 2 contains 97544 members 
Entering Unmasked Estep 
Score: -21168232.000000 Penalty: 5999.029297
	Iteration 3Q: 3 clusters Score -2.116823e+07 nChanged 7946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77070 members 
Mstep: Class 2 contains 101872 members 
Entering Unmasked Estep 
Score: -21171294.000000 Penalty: 5999.029297
	Iteration 4Q: 3 clusters Score -2.117129e+07 nChanged 9790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70652 members 
Mstep: Class 2 contains 108290 members 
Entering Unmasked Estep 
Score: -21176506.000000 Penalty: 5999.029297
	Iteration 5F: 3 clusters Score -2.117651e+07 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62172 members 
Mstep: Class 2 contains 116770 members 
Entering Unmasked Estep 
Score: -21184582.000000 Penalty: 5999.029297
	Iteration 6F: 3 clusters Score -2.118458e+07 nChanged 12814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52590 members 
Mstep: Class 2 contains 126352 members 
Entering Unmasked Estep 
Score: -21194818.000000 Penalty: 5999.029297
	Iteration 7F: 3 clusters Score -2.119482e+07 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -21205608.000000 Penalty: 5999.029297
	Iteration 8F: 3 clusters Score -2.120561e+07 nChanged 9480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 141380 members 
Entering Unmasked Estep 
Score: -21213474.000000 Penalty: 5999.029297
	Iteration 9F: 3 clusters Score -2.121347e+07 nChanged 6351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33563 members 
Mstep: Class 2 contains 145379 members 
Entering Unmasked Estep 
Score: -21217586.000000 Penalty: 5999.029297
	Iteration 10Q: 3 clusters Score -2.121759e+07 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 148435 members 
Entering Unmasked Estep 
Score: -21219448.000000 Penalty: 5999.029297
	Iteration 11Q: 3 clusters Score -2.121945e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 151171 members 
Entering Unmasked Estep 
Score: -21220842.000000 Penalty: 5999.029297
	Iteration 12Q: 3 clusters Score -2.122084e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 153738 members 
Entering Unmasked Estep 
Score: -21221952.000000 Penalty: 5999.029297
	Iteration 13Q: 3 clusters Score -2.122195e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 156129 members 
Entering Unmasked Estep 
Score: -21223050.000000 Penalty: 5999.029297
	Iteration 14Q: 3 clusters Score -2.122305e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20518 members 
Mstep: Class 2 contains 158424 members 
Entering Unmasked Estep 
Score: -21223902.000000 Penalty: 5999.029297
	Iteration 15Q: 3 clusters Score -2.12239e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 160505 members 
Entering Unmasked Estep 
Score: -21224684.000000 Penalty: 5999.029297
	Iteration 16Q: 3 clusters Score -2.122468e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 162386 members 
Entering Unmasked Estep 
Score: -21225406.000000 Penalty: 5999.029297
	Iteration 17Q: 3 clusters Score -2.122541e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14809 members 
Mstep: Class 2 contains 164133 members 
Entering Unmasked Estep 
Score: -21225978.000000 Penalty: 5999.029297
	Iteration 18Q: 3 clusters Score -2.122598e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13292 members 
Mstep: Class 2 contains 165650 members 
Entering Unmasked Estep 
Score: -21226452.000000 Penalty: 5999.029297
	Iteration 19Q: 3 clusters Score -2.122645e+07 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 167070 members 
Entering Unmasked Estep 
Score: -21226736.000000 Penalty: 5999.029297
	Iteration 20F: 3 clusters Score -2.122674e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 168336 members 
Entering Unmasked Estep 
Score: -21227242.000000 Penalty: 5999.029297
	Iteration 21Q: 3 clusters Score -2.122724e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 169453 members 
Entering Unmasked Estep 
Score: -21227568.000000 Penalty: 5999.029297
	Iteration 22Q: 3 clusters Score -2.122757e+07 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8534 members 
Mstep: Class 2 contains 170408 members 
Entering Unmasked Estep 
Score: -21227876.000000 Penalty: 5999.029297
	Iteration 23Q: 3 clusters Score -2.122788e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 171236 members 
Entering Unmasked Estep 
Score: -21228138.000000 Penalty: 5999.029297
	Iteration 24Q: 3 clusters Score -2.122814e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 171972 members 
Entering Unmasked Estep 
Score: -21228348.000000 Penalty: 5999.029297
	Iteration 25Q: 3 clusters Score -2.122835e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 172644 members 
Entering Unmasked Estep 
Score: -21228550.000000 Penalty: 5999.029297
	Iteration 26Q: 3 clusters Score -2.122855e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 173228 members 
Entering Unmasked Estep 
Score: -21228794.000000 Penalty: 5999.029297
	Iteration 27Q: 3 clusters Score -2.122879e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 173766 members 
Entering Unmasked Estep 
Score: -21228854.000000 Penalty: 5999.029297
	Iteration 28Q: 3 clusters Score -2.122885e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 174246 members 
Entering Unmasked Estep 
Score: -21228994.000000 Penalty: 5999.029297
	Iteration 29Q: 3 clusters Score -2.122899e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 174620 members 
Entering Unmasked Estep 
Score: -21229104.000000 Penalty: 5999.029297
	Iteration 30Q: 3 clusters Score -2.12291e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 174917 members 
Entering Unmasked Estep 
Score: -21229134.000000 Penalty: 5999.029297
	Iteration 31Q: 3 clusters Score -2.122913e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 175152 members 
Entering Unmasked Estep 
Score: -21229164.000000 Penalty: 5999.029297
	Iteration 32Q: 3 clusters Score -2.122916e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 175365 members 
Entering Unmasked Estep 
Score: -21229202.000000 Penalty: 5999.029297
	Iteration 33Q: 3 clusters Score -2.12292e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 175572 members 
Entering Unmasked Estep 
Score: -21229198.000000 Penalty: 5999.029297
	Iteration 34Q: 3 clusters Score -2.12292e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 175738 members 
Entering Unmasked Estep 
Score: -21229230.000000 Penalty: 5999.029297
	Iteration 35Q: 3 clusters Score -2.122923e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 175879 members 
Entering Unmasked Estep 
Score: -21229244.000000 Penalty: 5999.029297
	Iteration 36Q: 3 clusters Score -2.122924e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 176017 members 
Entering Unmasked Estep 
Score: -21229250.000000 Penalty: 5999.029297
	Iteration 37Q: 3 clusters Score -2.122925e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 176134 members 
Entering Unmasked Estep 
Score: -21229300.000000 Penalty: 5999.029297
	Iteration 38Q: 3 clusters Score -2.12293e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 176236 members 
Entering Unmasked Estep 
Score: -21229294.000000 Penalty: 5999.029297
	Iteration 39Q: 3 clusters Score -2.122929e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 176316 members 
Entering Unmasked Estep 
Score: -21229294.000000 Penalty: 5999.029297
	Iteration 40F: 3 clusters Score -2.122929e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 176401 members 
Entering Unmasked Estep 
Score: -21229316.000000 Penalty: 5999.029297
	Iteration 41Q: 3 clusters Score -2.122932e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 176496 members 
Entering Unmasked Estep 
Score: -21229360.000000 Penalty: 5999.029297
	Iteration 42Q: 3 clusters Score -2.122936e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 176578 members 
Entering Unmasked Estep 
Score: -21229366.000000 Penalty: 5999.029297
	Iteration 43Q: 3 clusters Score -2.122937e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 176649 members 
Entering Unmasked Estep 
Score: -21229396.000000 Penalty: 5999.029297
	Iteration 44Q: 3 clusters Score -2.12294e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 176725 members 
Entering Unmasked Estep 
Score: -21229418.000000 Penalty: 5999.029297
	Iteration 45Q: 3 clusters Score -2.122942e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 176785 members 
Entering Unmasked Estep 
Score: -21229422.000000 Penalty: 5999.029297
	Iteration 46Q: 3 clusters Score -2.122942e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 176832 members 
Entering Unmasked Estep 
Score: -21229452.000000 Penalty: 5999.029297
	Iteration 47Q: 3 clusters Score -2.122945e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 176871 members 
Entering Unmasked Estep 
Score: -21229468.000000 Penalty: 5999.029297
	Iteration 48Q: 3 clusters Score -2.122947e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 176912 members 
Entering Unmasked Estep 
Score: -21229448.000000 Penalty: 5999.029297
	Iteration 49Q: 3 clusters Score -2.122945e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 176947 members 
Entering Unmasked Estep 
Score: -21229474.000000 Penalty: 5999.029297
	Iteration 50Q: 3 clusters Score -2.122947e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 176975 members 
Entering Unmasked Estep 
Score: -21229490.000000 Penalty: 5999.029297
	Iteration 51Q: 3 clusters Score -2.122949e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 177009 members 
Entering Unmasked Estep 
Score: -21229488.000000 Penalty: 5999.029297
	Iteration 52Q: 3 clusters Score -2.122949e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 177039 members 
Entering Unmasked Estep 
Score: -21229500.000000 Penalty: 5999.029297
	Iteration 53Q: 3 clusters Score -2.12295e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 177064 members 
Entering Unmasked Estep 
Score: -21229506.000000 Penalty: 5999.029297
	Iteration 54Q: 3 clusters Score -2.122951e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 177094 members 
Entering Unmasked Estep 
Score: -21229510.000000 Penalty: 5999.029297
	Iteration 55Q: 3 clusters Score -2.122951e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 177121 members 
Entering Unmasked Estep 
Score: -21229502.000000 Penalty: 5999.029297
	Iteration 56Q: 3 clusters Score -2.12295e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 177143 members 
Entering Unmasked Estep 
Score: -21229524.000000 Penalty: 5999.029297
	Iteration 57Q: 3 clusters Score -2.122952e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 177163 members 
Entering Unmasked Estep 
Score: -21229520.000000 Penalty: 5999.029297
	Iteration 58Q: 3 clusters Score -2.122952e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 177176 members 
Entering Unmasked Estep 
Score: -21229522.000000 Penalty: 5999.029297
	Iteration 59Q: 3 clusters Score -2.122952e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 177193 members 
Entering Unmasked Estep 
Score: -21229526.000000 Penalty: 5999.029297
	Iteration 60F: 3 clusters Score -2.122953e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 177217 members 
Entering Unmasked Estep 
Score: -21229522.000000 Penalty: 5999.029297
	Iteration 61Q: 3 clusters Score -2.122952e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 177241 members 
Entering Unmasked Estep 
Score: -21229546.000000 Penalty: 5999.029297
	Iteration 62Q: 3 clusters Score -2.122955e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 177259 members 
Entering Unmasked Estep 
Score: -21229564.000000 Penalty: 5999.029297
	Iteration 63Q: 3 clusters Score -2.122956e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 177273 members 
Entering Unmasked Estep 
Score: -21229572.000000 Penalty: 5999.029297
	Iteration 64Q: 3 clusters Score -2.122957e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 177293 members 
Entering Unmasked Estep 
Score: -21229572.000000 Penalty: 5999.029297
	Iteration 65Q: 3 clusters Score -2.122957e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 177313 members 
Entering Unmasked Estep 
Score: -21229550.000000 Penalty: 5999.029297
	Iteration 66Q: 3 clusters Score -2.122955e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 177329 members 
Entering Unmasked Estep 
Score: -21229534.000000 Penalty: 5999.029297
	Iteration 67Q: 3 clusters Score -2.122953e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 177340 members 
Entering Unmasked Estep 
Score: -21229568.000000 Penalty: 5999.029297
	Iteration 68Q: 3 clusters Score -2.122957e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 177349 members 
Entering Unmasked Estep 
Score: -21229562.000000 Penalty: 5999.029297
	Iteration 69Q: 3 clusters Score -2.122956e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 177365 members 
Entering Unmasked Estep 
Score: -21229572.000000 Penalty: 5999.029297
	Iteration 70Q: 3 clusters Score -2.122957e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 177380 members 
Entering Unmasked Estep 
Score: -21229602.000000 Penalty: 5999.029297
	Iteration 71Q: 3 clusters Score -2.12296e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 177395 members 
Entering Unmasked Estep 
Score: -21229614.000000 Penalty: 5999.029297
	Iteration 72Q: 3 clusters Score -2.122961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 177406 members 
Entering Unmasked Estep 
Score: -21229614.000000 Penalty: 5999.029297
	Iteration 73Q: 3 clusters Score -2.122961e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 177417 members 
Entering Unmasked Estep 
Score: -21229600.000000 Penalty: 5999.029297
	Iteration 74Q: 3 clusters Score -2.12296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 177422 members 
Entering Unmasked Estep 
Score: -21229600.000000 Penalty: 5999.029297
	Iteration 75Q: 3 clusters Score -2.12296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 177428 members 
Entering Unmasked Estep 
Score: -21229596.000000 Penalty: 5999.029297
	Iteration 76Q: 3 clusters Score -2.12296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 177430 members 
Entering Unmasked Estep 
Score: -21229600.000000 Penalty: 5999.029297
	Iteration 77Q: 3 clusters Score -2.12296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 177433 members 
Entering Unmasked Estep 
Score: -21229598.000000 Penalty: 5999.029297
	Iteration 78Q: 3 clusters Score -2.12296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 177436 members 
Entering Unmasked Estep 
Score: -21229588.000000 Penalty: 5999.029297
	Iteration 79Q: 3 clusters Score -2.122959e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 177441 members 
Entering Unmasked Estep 
Score: -21229588.000000 Penalty: 5999.029297
	Iteration 80F: 3 clusters Score -2.122959e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 177445 members 
Entering Unmasked Estep 
Score: -21229600.000000 Penalty: 5999.029297
	Iteration 81Q: 3 clusters Score -2.12296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 177448 members 
Entering Unmasked Estep 
Score: -21229610.000000 Penalty: 5999.029297
	Iteration 82Q: 3 clusters Score -2.122961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 177450 members 
Entering Unmasked Estep 
Score: -21229606.000000 Penalty: 5999.029297
	Iteration 83Q: 3 clusters Score -2.122961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -21229610.000000 Penalty: 5999.029297
	Iteration 84Q: 3 clusters Score -2.122961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 177453 members 
Entering Unmasked Estep 
Score: -21229606.000000 Penalty: 5999.029297
	Iteration 85Q: 3 clusters Score -2.122961e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 177454 members 
Entering Unmasked Estep 
Score: -21229606.000000 Penalty: 5999.029297
	Iteration 86Q: 3 clusters Score -2.122961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 177456 members 
Entering Unmasked Estep 
Score: -21229600.000000 Penalty: 5999.029297
	Iteration 87Q: 3 clusters Score -2.12296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 177458 members 
Entering Unmasked Estep 
Score: -21229604.000000 Penalty: 5999.029297
	Iteration 88Q: 3 clusters Score -2.12296e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 177462 members 
Entering Unmasked Estep 
Score: -21229606.000000 Penalty: 5999.029297
	Iteration 89Q: 3 clusters Score -2.122961e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 177465 members 
Entering Unmasked Estep 
Score: -21229592.000000 Penalty: 5999.029297
	Iteration 90Q: 3 clusters Score -2.122959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 177468 members 
Entering Unmasked Estep 
Score: -21229604.000000 Penalty: 5999.029297
	Iteration 91Q: 3 clusters Score -2.12296e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 177470 members 
Entering Unmasked Estep 
Score: -21229586.000000 Penalty: 5999.029297
	Iteration 92Q: 3 clusters Score -2.122959e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 177470 members 
Entering Unmasked Estep 
Score: -21229586.000000 Penalty: 5999.029297
	Iteration 93F: 3 clusters Score -2.122959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (26631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26631 members 
Entering Unmasked Estep 
Score: -2918176.250000 Penalty: 2527.078125
	Iteration 0F: 2 clusters Score -2918176 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 13281 members 
Entering Unmasked Estep 
Score: -2899870.500000 Penalty: 5054.156250
	Iteration 0F: 3 clusters Score -2899870 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13724 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -2906347.250000 Penalty: 5054.156250
	Iteration 1F: 3 clusters Score -2906347 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13884 members 
Mstep: Class 2 contains 12747 members 
Entering Unmasked Estep 
Score: -2907062.500000 Penalty: 5054.156250
	Iteration 2F: 3 clusters Score -2907062 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -2907848.750000 Penalty: 5054.156250
	Iteration 3F: 3 clusters Score -2907849 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -2908719.750000 Penalty: 5054.156250
	Iteration 4F: 3 clusters Score -2908720 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14407 members 
Mstep: Class 2 contains 12224 members 
Entering Unmasked Estep 
Score: -2909526.250000 Penalty: 5054.156250
	Iteration 5F: 3 clusters Score -2909526 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14362 members 
Mstep: Class 2 contains 12269 members 
Entering Unmasked Estep 
Score: -2910387.250000 Penalty: 5054.156250
	Iteration 6F: 3 clusters Score -2910387 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 12413 members 
Entering Unmasked Estep 
Score: -2911253.000000 Penalty: 5054.156250
	Iteration 7F: 3 clusters Score -2911253 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2912091.500000 Penalty: 5054.156250
	Iteration 8F: 3 clusters Score -2912092 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 13135 members 
Entering Unmasked Estep 
Score: -2912813.500000 Penalty: 5054.156250
	Iteration 9Q: 3 clusters Score -2912814 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -2913442.250000 Penalty: 5054.156250
	Iteration 10Q: 3 clusters Score -2913442 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -2913957.500000 Penalty: 5054.156250
	Iteration 11Q: 3 clusters Score -2913958 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -2914361.000000 Penalty: 5054.156250
	Iteration 12Q: 3 clusters Score -2914361 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -2914676.500000 Penalty: 5054.156250
	Iteration 13Q: 3 clusters Score -2914676 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11326 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -2914943.500000 Penalty: 5054.156250
	Iteration 14Q: 3 clusters Score -2914944 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10920 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2915164.250000 Penalty: 5054.156250
	Iteration 15Q: 3 clusters Score -2915164 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -2915356.250000 Penalty: 5054.156250
	Iteration 16Q: 3 clusters Score -2915356 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -2915553.500000 Penalty: 5054.156250
	Iteration 17Q: 3 clusters Score -2915554 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -2915748.250000 Penalty: 5054.156250
	Iteration 18Q: 3 clusters Score -2915748 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2915986.750000 Penalty: 5054.156250
	Iteration 19Q: 3 clusters Score -2915987 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 17751 members 
Entering Unmasked Estep 
Score: -2916236.500000 Penalty: 5054.156250
	Iteration 20F: 3 clusters Score -2916236 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 18156 members 
Entering Unmasked Estep 
Score: -2916448.000000 Penalty: 5054.156250
	Iteration 21Q: 3 clusters Score -2916448 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -2916648.250000 Penalty: 5054.156250
	Iteration 22Q: 3 clusters Score -2916648 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -2916815.250000 Penalty: 5054.156250
	Iteration 23Q: 3 clusters Score -2916815 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -2916919.000000 Penalty: 5054.156250
	Iteration 24Q: 3 clusters Score -2916919 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -2917002.250000 Penalty: 5054.156250
	Iteration 25Q: 3 clusters Score -2917002 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 19650 members 
Entering Unmasked Estep 
Score: -2917049.500000 Penalty: 5054.156250
	Iteration 26Q: 3 clusters Score -2917050 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 19850 members 
Entering Unmasked Estep 
Score: -2917100.500000 Penalty: 5054.156250
	Iteration 27Q: 3 clusters Score -2917100 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2917172.500000 Penalty: 5054.156250
	Iteration 28Q: 3 clusters Score -2917172 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 20248 members 
Entering Unmasked Estep 
Score: -2917233.750000 Penalty: 5054.156250
	Iteration 29Q: 3 clusters Score -2917234 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2917282.250000 Penalty: 5054.156250
	Iteration 30Q: 3 clusters Score -2917282 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -2917324.250000 Penalty: 5054.156250
	Iteration 31Q: 3 clusters Score -2917324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 20738 members 
Entering Unmasked Estep 
Score: -2917362.250000 Penalty: 5054.156250
	Iteration 32Q: 3 clusters Score -2917362 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -2917401.750000 Penalty: 5054.156250
	Iteration 33Q: 3 clusters Score -2917402 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -2917428.750000 Penalty: 5054.156250
	Iteration 34Q: 3 clusters Score -2917429 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2917454.250000 Penalty: 5054.156250
	Iteration 35Q: 3 clusters Score -2917454 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -2917487.000000 Penalty: 5054.156250
	Iteration 36Q: 3 clusters Score -2917487 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -2917503.250000 Penalty: 5054.156250
	Iteration 37Q: 3 clusters Score -2917503 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -2917546.250000 Penalty: 5054.156250
	Iteration 38Q: 3 clusters Score -2917546 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -2917556.500000 Penalty: 5054.156250
	Iteration 39Q: 3 clusters Score -2917556 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -2917580.500000 Penalty: 5054.156250
	Iteration 40F: 3 clusters Score -2917580 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 21779 members 
Entering Unmasked Estep 
Score: -2917603.250000 Penalty: 5054.156250
	Iteration 41Q: 3 clusters Score -2917603 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2917624.500000 Penalty: 5054.156250
	Iteration 42Q: 3 clusters Score -2917624 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 21944 members 
Entering Unmasked Estep 
Score: -2917650.250000 Penalty: 5054.156250
	Iteration 43Q: 3 clusters Score -2917650 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -2917651.750000 Penalty: 5054.156250
	Iteration 44Q: 3 clusters Score -2917652 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2917660.750000 Penalty: 5054.156250
	Iteration 45Q: 3 clusters Score -2917661 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -2917663.250000 Penalty: 5054.156250
	Iteration 46Q: 3 clusters Score -2917663 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2917674.750000 Penalty: 5054.156250
	Iteration 47Q: 3 clusters Score -2917675 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 22198 members 
Entering Unmasked Estep 
Score: -2917686.000000 Penalty: 5054.156250
	Iteration 48Q: 3 clusters Score -2917686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -2917687.250000 Penalty: 5054.156250
	Iteration 49Q: 3 clusters Score -2917687 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -2917683.750000 Penalty: 5054.156250
	Iteration 50Q: 3 clusters Score -2917684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -2917686.250000 Penalty: 5054.156250
	Iteration 51Q: 3 clusters Score -2917686 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -2917688.750000 Penalty: 5054.156250
	Iteration 52Q: 3 clusters Score -2917689 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4325 members 
Mstep: Class 2 contains 22306 members 
Entering Unmasked Estep 
Score: -2917685.000000 Penalty: 5054.156250
	Iteration 53Q: 3 clusters Score -2917685 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -2917684.250000 Penalty: 5054.156250
	Iteration 54Q: 3 clusters Score -2917684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -2917685.000000 Penalty: 5054.156250
	Iteration 55Q: 3 clusters Score -2917685 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2917690.500000 Penalty: 5054.156250
	Iteration 56Q: 3 clusters Score -2917690 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 22358 members 
Entering Unmasked Estep 
Score: -2917695.500000 Penalty: 5054.156250
	Iteration 57Q: 3 clusters Score -2917696 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -2917697.750000 Penalty: 5054.156250
	Iteration 58Q: 3 clusters Score -2917698 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4243 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2917702.000000 Penalty: 5054.156250
	Iteration 59Q: 3 clusters Score -2917702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -2917701.500000 Penalty: 5054.156250
	Iteration 60F: 3 clusters Score -2917702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -2917710.750000 Penalty: 5054.156250
	Iteration 61Q: 3 clusters Score -2917711 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2917712.250000 Penalty: 5054.156250
	Iteration 62Q: 3 clusters Score -2917712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 22425 members 
Entering Unmasked Estep 
Score: -2917713.500000 Penalty: 5054.156250
	Iteration 63Q: 3 clusters Score -2917714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -2917714.500000 Penalty: 5054.156250
	Iteration 64Q: 3 clusters Score -2917714 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -2917717.250000 Penalty: 5054.156250
	Iteration 65Q: 3 clusters Score -2917717 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4176 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -2917720.750000 Penalty: 5054.156250
	Iteration 66Q: 3 clusters Score -2917721 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -2917718.250000 Penalty: 5054.156250
	Iteration 67Q: 3 clusters Score -2917718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -2917718.500000 Penalty: 5054.156250
	Iteration 68Q: 3 clusters Score -2917718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -2917719.000000 Penalty: 5054.156250
	Iteration 69Q: 3 clusters Score -2917719 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -2917731.750000 Penalty: 5054.156250
	Iteration 70Q: 3 clusters Score -2917732 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
Score: -2917731.250000 Penalty: 5054.156250
	Iteration 71Q: 3 clusters Score -2917731 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -2917731.500000 Penalty: 5054.156250
	Iteration 72Q: 3 clusters Score -2917732 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -2917735.750000 Penalty: 5054.156250
	Iteration 73Q: 3 clusters Score -2917736 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 22590 members 
Entering Unmasked Estep 
Score: -2917743.000000 Penalty: 5054.156250
	Iteration 74Q: 3 clusters Score -2917743 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 22604 members 
Entering Unmasked Estep 
Score: -2917736.750000 Penalty: 5054.156250
	Iteration 75Q: 3 clusters Score -2917737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -2917741.750000 Penalty: 5054.156250
	Iteration 76Q: 3 clusters Score -2917742 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -2917739.750000 Penalty: 5054.156250
	Iteration 77Q: 3 clusters Score -2917740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -2917748.000000 Penalty: 5054.156250
	Iteration 78Q: 3 clusters Score -2917748 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 22630 members 
Entering Unmasked Estep 
Score: -2917747.500000 Penalty: 5054.156250
	Iteration 79Q: 3 clusters Score -2917748 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -2917746.750000 Penalty: 5054.156250
	Iteration 80F: 3 clusters Score -2917747 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2917746.750000 Penalty: 5054.156250
	Iteration 81Q: 3 clusters Score -2917747 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 22641 members 
Entering Unmasked Estep 
Score: -2917746.750000 Penalty: 5054.156250
	Iteration 82F: 3 clusters Score -2917747 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (12743 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12743 members 
Entering Unmasked Estep 
Score: -1525163.000000 Penalty: 2344.279053
	Iteration 0F: 2 clusters Score -1525163 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6317 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1515816.125000 Penalty: 4688.558105
	Iteration 0F: 3 clusters Score -1515816 nChanged 5410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -1518780.875000 Penalty: 4688.558105
	Iteration 1F: 3 clusters Score -1518781 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -1519138.875000 Penalty: 4688.558105
	Iteration 2F: 3 clusters Score -1519139 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -1519373.250000 Penalty: 4688.558105
	Iteration 3Q: 3 clusters Score -1519373 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1519568.250000 Penalty: 4688.558105
	Iteration 4Q: 3 clusters Score -1519568 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 7431 members 
Entering Unmasked Estep 
Score: -1519766.625000 Penalty: 4688.558105
	Iteration 5Q: 3 clusters Score -1519767 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -1519969.875000 Penalty: 4688.558105
	Iteration 6Q: 3 clusters Score -1519970 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 8013 members 
Entering Unmasked Estep 
Score: -1520165.875000 Penalty: 4688.558105
	Iteration 7Q: 3 clusters Score -1520166 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 8359 members 
Entering Unmasked Estep 
Score: -1520378.000000 Penalty: 4688.558105
	Iteration 8Q: 3 clusters Score -1520378 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -1520639.375000 Penalty: 4688.558105
	Iteration 9Q: 3 clusters Score -1520639 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1520930.000000 Penalty: 4688.558105
	Iteration 10Q: 3 clusters Score -1520930 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -1521229.375000 Penalty: 4688.558105
	Iteration 11Q: 3 clusters Score -1521229 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1521527.625000 Penalty: 4688.558105
	Iteration 12Q: 3 clusters Score -1521528 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 10321 members 
Entering Unmasked Estep 
Score: -1521835.000000 Penalty: 4688.558105
	Iteration 13Q: 3 clusters Score -1521835 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -1522106.500000 Penalty: 4688.558105
	Iteration 14Q: 3 clusters Score -1522106 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -1522312.125000 Penalty: 4688.558105
	Iteration 15Q: 3 clusters Score -1522312 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -1522472.125000 Penalty: 4688.558105
	Iteration 16Q: 3 clusters Score -1522472 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -1522609.375000 Penalty: 4688.558105
	Iteration 17Q: 3 clusters Score -1522609 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 11447 members 
Entering Unmasked Estep 
Score: -1522718.625000 Penalty: 4688.558105
	Iteration 18Q: 3 clusters Score -1522719 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -1522821.625000 Penalty: 4688.558105
	Iteration 19Q: 3 clusters Score -1522822 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -1522915.750000 Penalty: 4688.558105
	Iteration 20F: 3 clusters Score -1522916 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -1522984.125000 Penalty: 4688.558105
	Iteration 21Q: 3 clusters Score -1522984 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 11840 members 
Entering Unmasked Estep 
Score: -1523031.375000 Penalty: 4688.558105
	Iteration 22Q: 3 clusters Score -1523031 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -1523072.875000 Penalty: 4688.558105
	Iteration 23Q: 3 clusters Score -1523073 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -1523108.250000 Penalty: 4688.558105
	Iteration 24Q: 3 clusters Score -1523108 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -1523134.250000 Penalty: 4688.558105
	Iteration 25Q: 3 clusters Score -1523134 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -1523154.000000 Penalty: 4688.558105
	Iteration 26Q: 3 clusters Score -1523154 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -1523165.250000 Penalty: 4688.558105
	Iteration 27Q: 3 clusters Score -1523165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 12019 members 
Entering Unmasked Estep 
Score: -1523176.125000 Penalty: 4688.558105
	Iteration 28Q: 3 clusters Score -1523176 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1523185.250000 Penalty: 4688.558105
	Iteration 29Q: 3 clusters Score -1523185 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1523193.500000 Penalty: 4688.558105
	Iteration 30Q: 3 clusters Score -1523194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 12047 members 
Entering Unmasked Estep 
Score: -1523196.500000 Penalty: 4688.558105
	Iteration 31Q: 3 clusters Score -1523196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -1523197.375000 Penalty: 4688.558105
	Iteration 32Q: 3 clusters Score -1523197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -1523201.375000 Penalty: 4688.558105
	Iteration 33Q: 3 clusters Score -1523201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -1523202.625000 Penalty: 4688.558105
	Iteration 34Q: 3 clusters Score -1523203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12060 members 
Entering Unmasked Estep 
Score: -1523203.250000 Penalty: 4688.558105
	Iteration 35Q: 3 clusters Score -1523203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -1523202.000000 Penalty: 4688.558105
	Iteration 36Q: 3 clusters Score -1523202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1523202.250000 Penalty: 4688.558105
	Iteration 37Q: 3 clusters Score -1523202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -1523202.250000 Penalty: 4688.558105
	Iteration 38F: 3 clusters Score -1523202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (2478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Entering Unmasked Estep 
Score: -259283.625000 Penalty: 1938.171387
	Iteration 0F: 2 clusters Score -259283.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -256373.765625 Penalty: 3876.342773
	Iteration 0F: 3 clusters Score -256373.8 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -256936.468750 Penalty: 3876.342773
	Iteration 1F: 3 clusters Score -256936.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -257116.140625 Penalty: 3876.342773
	Iteration 2F: 3 clusters Score -257116.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -257230.578125 Penalty: 3876.342773
	Iteration 3F: 3 clusters Score -257230.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -257291.109375 Penalty: 3876.342773
	Iteration 4Q: 3 clusters Score -257291.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -257328.687500 Penalty: 3876.342773
	Iteration 5Q: 3 clusters Score -257328.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -257360.234375 Penalty: 3876.342773
	Iteration 6Q: 3 clusters Score -257360.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -257390.937500 Penalty: 3876.342773
	Iteration 7Q: 3 clusters Score -257390.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -257417.265625 Penalty: 3876.342773
	Iteration 8Q: 3 clusters Score -257417.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -257443.625000 Penalty: 3876.342773
	Iteration 9Q: 3 clusters Score -257443.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -257455.531250 Penalty: 3876.342773
	Iteration 10Q: 3 clusters Score -257455.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -257463.750000 Penalty: 3876.342773
	Iteration 11Q: 3 clusters Score -257463.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -257469.781250 Penalty: 3876.342773
	Iteration 12Q: 3 clusters Score -257469.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -257480.296875 Penalty: 3876.342773
	Iteration 13Q: 3 clusters Score -257480.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -257494.515625 Penalty: 3876.342773
	Iteration 14Q: 3 clusters Score -257494.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -257508.015625 Penalty: 3876.342773
	Iteration 15Q: 3 clusters Score -257508 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -257521.328125 Penalty: 3876.342773
	Iteration 16Q: 3 clusters Score -257521.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -257528.656250 Penalty: 3876.342773
	Iteration 17Q: 3 clusters Score -257528.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -257534.187500 Penalty: 3876.342773
	Iteration 18Q: 3 clusters Score -257534.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -257539.328125 Penalty: 3876.342773
	Iteration 19Q: 3 clusters Score -257539.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -257543.062500 Penalty: 3876.342773
	Iteration 20F: 3 clusters Score -257543.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -257547.875000 Penalty: 3876.342773
	Iteration 21Q: 3 clusters Score -257547.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -257556.812500 Penalty: 3876.342773
	Iteration 22Q: 3 clusters Score -257556.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -257566.078125 Penalty: 3876.342773
	Iteration 23Q: 3 clusters Score -257566.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -257578.218750 Penalty: 3876.342773
	Iteration 24Q: 3 clusters Score -257578.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -257592.218750 Penalty: 3876.342773
	Iteration 25Q: 3 clusters Score -257592.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -257602.750000 Penalty: 3876.342773
	Iteration 26Q: 3 clusters Score -257602.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -257616.312500 Penalty: 3876.342773
	Iteration 27Q: 3 clusters Score -257616.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -257629.078125 Penalty: 3876.342773
	Iteration 28Q: 3 clusters Score -257629.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -257638.562500 Penalty: 3876.342773
	Iteration 29Q: 3 clusters Score -257638.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -257648.578125 Penalty: 3876.342773
	Iteration 30Q: 3 clusters Score -257648.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -257653.734375 Penalty: 3876.342773
	Iteration 31Q: 3 clusters Score -257653.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -257659.078125 Penalty: 3876.342773
	Iteration 32Q: 3 clusters Score -257659.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -257661.593750 Penalty: 3876.342773
	Iteration 33Q: 3 clusters Score -257661.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -257664.000000 Penalty: 3876.342773
	Iteration 34Q: 3 clusters Score -257664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -257666.500000 Penalty: 3876.342773
	Iteration 35Q: 3 clusters Score -257666.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -257667.640625 Penalty: 3876.342773
	Iteration 36Q: 3 clusters Score -257667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -257669.343750 Penalty: 3876.342773
	Iteration 37Q: 3 clusters Score -257669.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -257670.296875 Penalty: 3876.342773
	Iteration 38Q: 3 clusters Score -257670.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -257671.140625 Penalty: 3876.342773
	Iteration 39Q: 3 clusters Score -257671.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -257671.296875 Penalty: 3876.342773
	Iteration 40F: 3 clusters Score -257671.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -257671.531250 Penalty: 3876.342773
	Iteration 41Q: 3 clusters Score -257671.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -257672.265625 Penalty: 3876.342773
	Iteration 42Q: 3 clusters Score -257672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -257672.656250 Penalty: 3876.342773
	Iteration 43Q: 3 clusters Score -257672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -257673.359375 Penalty: 3876.342773
	Iteration 44Q: 3 clusters Score -257673.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -257673.796875 Penalty: 3876.342773
	Iteration 45Q: 3 clusters Score -257673.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -257674.265625 Penalty: 3876.342773
	Iteration 46Q: 3 clusters Score -257674.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -257674.265625 Penalty: 3876.342773
	Iteration 47F: 3 clusters Score -257674.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (12107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Entering Unmasked Estep 
Score: -1086707.000000 Penalty: 2331.581543
	Iteration 0F: 2 clusters Score -1086707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1077631.000000 Penalty: 4663.163086
	Iteration 0F: 3 clusters Score -1077631 nChanged 5174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -1080719.500000 Penalty: 4663.163086
	Iteration 1F: 3 clusters Score -1080720 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1081353.875000 Penalty: 4663.163086
	Iteration 2F: 3 clusters Score -1081354 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1081865.000000 Penalty: 4663.163086
	Iteration 3F: 3 clusters Score -1081865 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -1082287.375000 Penalty: 4663.163086
	Iteration 4F: 3 clusters Score -1082287 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1082644.000000 Penalty: 4663.163086
	Iteration 5Q: 3 clusters Score -1082644 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1083008.250000 Penalty: 4663.163086
	Iteration 6Q: 3 clusters Score -1083008 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1083373.750000 Penalty: 4663.163086
	Iteration 7Q: 3 clusters Score -1083374 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7067 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1083700.250000 Penalty: 4663.163086
	Iteration 8Q: 3 clusters Score -1083700 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -1084019.250000 Penalty: 4663.163086
	Iteration 9Q: 3 clusters Score -1084019 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -1084294.625000 Penalty: 4663.163086
	Iteration 10Q: 3 clusters Score -1084295 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1084554.250000 Penalty: 4663.163086
	Iteration 11Q: 3 clusters Score -1084554 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1084766.750000 Penalty: 4663.163086
	Iteration 12Q: 3 clusters Score -1084767 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1084978.125000 Penalty: 4663.163086
	Iteration 13Q: 3 clusters Score -1084978 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1085159.125000 Penalty: 4663.163086
	Iteration 14Q: 3 clusters Score -1085159 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -1085289.250000 Penalty: 4663.163086
	Iteration 15Q: 3 clusters Score -1085289 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -1085373.000000 Penalty: 4663.163086
	Iteration 16Q: 3 clusters Score -1085373 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1085453.125000 Penalty: 4663.163086
	Iteration 17Q: 3 clusters Score -1085453 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1085514.625000 Penalty: 4663.163086
	Iteration 18Q: 3 clusters Score -1085515 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 4894 members 
Entering Unmasked Estep 
Score: -1085562.250000 Penalty: 4663.163086
	Iteration 19Q: 3 clusters Score -1085562 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7269 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1085595.625000 Penalty: 4663.163086
	Iteration 20F: 3 clusters Score -1085596 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1085620.625000 Penalty: 4663.163086
	Iteration 21Q: 3 clusters Score -1085621 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1085644.000000 Penalty: 4663.163086
	Iteration 22Q: 3 clusters Score -1085644 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1085661.875000 Penalty: 4663.163086
	Iteration 23Q: 3 clusters Score -1085662 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1085678.875000 Penalty: 4663.163086
	Iteration 24Q: 3 clusters Score -1085679 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1085689.000000 Penalty: 4663.163086
	Iteration 25Q: 3 clusters Score -1085689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7586 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -1085699.500000 Penalty: 4663.163086
	Iteration 26Q: 3 clusters Score -1085700 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1085706.875000 Penalty: 4663.163086
	Iteration 27Q: 3 clusters Score -1085707 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -1085712.000000 Penalty: 4663.163086
	Iteration 28Q: 3 clusters Score -1085712 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7677 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1085714.875000 Penalty: 4663.163086
	Iteration 29Q: 3 clusters Score -1085715 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7709 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1085722.750000 Penalty: 4663.163086
	Iteration 30Q: 3 clusters Score -1085723 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -1085730.750000 Penalty: 4663.163086
	Iteration 31Q: 3 clusters Score -1085731 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7760 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1085736.625000 Penalty: 4663.163086
	Iteration 32Q: 3 clusters Score -1085737 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1085744.000000 Penalty: 4663.163086
	Iteration 33Q: 3 clusters Score -1085744 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -1085751.500000 Penalty: 4663.163086
	Iteration 34Q: 3 clusters Score -1085752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1085756.125000 Penalty: 4663.163086
	Iteration 35Q: 3 clusters Score -1085756 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1085761.875000 Penalty: 4663.163086
	Iteration 36Q: 3 clusters Score -1085762 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1085768.500000 Penalty: 4663.163086
	Iteration 37Q: 3 clusters Score -1085768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -1085772.625000 Penalty: 4663.163086
	Iteration 38Q: 3 clusters Score -1085773 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1085778.750000 Penalty: 4663.163086
	Iteration 39Q: 3 clusters Score -1085779 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1085787.625000 Penalty: 4663.163086
	Iteration 40F: 3 clusters Score -1085788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1085789.625000 Penalty: 4663.163086
	Iteration 41Q: 3 clusters Score -1085790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8039 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1085794.375000 Penalty: 4663.163086
	Iteration 42Q: 3 clusters Score -1085794 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1085797.000000 Penalty: 4663.163086
	Iteration 43Q: 3 clusters Score -1085797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -1085803.250000 Penalty: 4663.163086
	Iteration 44Q: 3 clusters Score -1085803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1085803.000000 Penalty: 4663.163086
	Iteration 45Q: 3 clusters Score -1085803 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -1085806.375000 Penalty: 4663.163086
	Iteration 46Q: 3 clusters Score -1085806 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -1085811.625000 Penalty: 4663.163086
	Iteration 47Q: 3 clusters Score -1085812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -1085812.000000 Penalty: 4663.163086
	Iteration 48Q: 3 clusters Score -1085812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1085813.875000 Penalty: 4663.163086
	Iteration 49Q: 3 clusters Score -1085814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1085817.125000 Penalty: 4663.163086
	Iteration 50Q: 3 clusters Score -1085817 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1085820.500000 Penalty: 4663.163086
	Iteration 51Q: 3 clusters Score -1085820 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -1085821.250000 Penalty: 4663.163086
	Iteration 52Q: 3 clusters Score -1085821 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8187 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1085823.000000 Penalty: 4663.163086
	Iteration 53Q: 3 clusters Score -1085823 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1085823.375000 Penalty: 4663.163086
	Iteration 54Q: 3 clusters Score -1085823 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1085830.250000 Penalty: 4663.163086
	Iteration 55Q: 3 clusters Score -1085830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8216 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -1085828.375000 Penalty: 4663.163086
	Iteration 56Q: 3 clusters Score -1085828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8223 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -1085833.500000 Penalty: 4663.163086
	Iteration 57Q: 3 clusters Score -1085834 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1085832.625000 Penalty: 4663.163086
	Iteration 58Q: 3 clusters Score -1085833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -1085835.500000 Penalty: 4663.163086
	Iteration 59Q: 3 clusters Score -1085836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1085837.500000 Penalty: 4663.163086
	Iteration 60F: 3 clusters Score -1085838 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -1085841.500000 Penalty: 4663.163086
	Iteration 61Q: 3 clusters Score -1085842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1085844.000000 Penalty: 4663.163086
	Iteration 62Q: 3 clusters Score -1085844 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1085846.500000 Penalty: 4663.163086
	Iteration 63Q: 3 clusters Score -1085846 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -1085845.875000 Penalty: 4663.163086
	Iteration 64Q: 3 clusters Score -1085846 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8323 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1085851.750000 Penalty: 4663.163086
	Iteration 65Q: 3 clusters Score -1085852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -1085854.250000 Penalty: 4663.163086
	Iteration 66Q: 3 clusters Score -1085854 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1085854.125000 Penalty: 4663.163086
	Iteration 67Q: 3 clusters Score -1085854 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1085858.375000 Penalty: 4663.163086
	Iteration 68Q: 3 clusters Score -1085858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -1085859.875000 Penalty: 4663.163086
	Iteration 69Q: 3 clusters Score -1085860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1085861.375000 Penalty: 4663.163086
	Iteration 70Q: 3 clusters Score -1085861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1085860.750000 Penalty: 4663.163086
	Iteration 71Q: 3 clusters Score -1085861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1085861.875000 Penalty: 4663.163086
	Iteration 72Q: 3 clusters Score -1085862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8379 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -1085864.125000 Penalty: 4663.163086
	Iteration 73Q: 3 clusters Score -1085864 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -1085861.125000 Penalty: 4663.163086
	Iteration 74Q: 3 clusters Score -1085861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -1085862.375000 Penalty: 4663.163086
	Iteration 75Q: 3 clusters Score -1085862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1085861.750000 Penalty: 4663.163086
	Iteration 76Q: 3 clusters Score -1085862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1085863.000000 Penalty: 4663.163086
	Iteration 77Q: 3 clusters Score -1085863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1085863.000000 Penalty: 4663.163086
	Iteration 78F: 3 clusters Score -1085863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (10356 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Entering Unmasked Estep 
Score: -1155607.375000 Penalty: 2292.839600
	Iteration 0F: 2 clusters Score -1155607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -1147736.875000 Penalty: 4585.679199
	Iteration 0F: 3 clusters Score -1147737 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1150118.500000 Penalty: 4585.679199
	Iteration 1F: 3 clusters Score -1150118 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1150606.125000 Penalty: 4585.679199
	Iteration 2F: 3 clusters Score -1150606 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1151055.875000 Penalty: 4585.679199
	Iteration 3F: 3 clusters Score -1151056 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -1151408.500000 Penalty: 4585.679199
	Iteration 4F: 3 clusters Score -1151408 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6601 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -1151747.750000 Penalty: 4585.679199
	Iteration 5F: 3 clusters Score -1151748 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -1152084.000000 Penalty: 4585.679199
	Iteration 6F: 3 clusters Score -1152084 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -1152378.250000 Penalty: 4585.679199
	Iteration 7Q: 3 clusters Score -1152378 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1152628.125000 Penalty: 4585.679199
	Iteration 8Q: 3 clusters Score -1152628 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -1152813.750000 Penalty: 4585.679199
	Iteration 9Q: 3 clusters Score -1152814 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8041 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1152960.750000 Penalty: 4585.679199
	Iteration 10Q: 3 clusters Score -1152961 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1153091.625000 Penalty: 4585.679199
	Iteration 11Q: 3 clusters Score -1153092 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1153181.250000 Penalty: 4585.679199
	Iteration 12Q: 3 clusters Score -1153181 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1153265.125000 Penalty: 4585.679199
	Iteration 13Q: 3 clusters Score -1153265 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1153326.875000 Penalty: 4585.679199
	Iteration 14Q: 3 clusters Score -1153327 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1153382.375000 Penalty: 4585.679199
	Iteration 15Q: 3 clusters Score -1153382 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1153452.000000 Penalty: 4585.679199
	Iteration 16Q: 3 clusters Score -1153452 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1153504.125000 Penalty: 4585.679199
	Iteration 17Q: 3 clusters Score -1153504 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -1153553.625000 Penalty: 4585.679199
	Iteration 18Q: 3 clusters Score -1153554 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1153606.375000 Penalty: 4585.679199
	Iteration 19Q: 3 clusters Score -1153606 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1153650.000000 Penalty: 4585.679199
	Iteration 20F: 3 clusters Score -1153650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -1153694.750000 Penalty: 4585.679199
	Iteration 21Q: 3 clusters Score -1153695 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1153753.000000 Penalty: 4585.679199
	Iteration 22Q: 3 clusters Score -1153753 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1153776.250000 Penalty: 4585.679199
	Iteration 23Q: 3 clusters Score -1153776 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1153787.875000 Penalty: 4585.679199
	Iteration 24Q: 3 clusters Score -1153788 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -1153795.250000 Penalty: 4585.679199
	Iteration 25Q: 3 clusters Score -1153795 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9264 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1153799.250000 Penalty: 4585.679199
	Iteration 26Q: 3 clusters Score -1153799 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1153805.000000 Penalty: 4585.679199
	Iteration 27Q: 3 clusters Score -1153805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1153806.625000 Penalty: 4585.679199
	Iteration 28Q: 3 clusters Score -1153807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9278 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1153807.125000 Penalty: 4585.679199
	Iteration 29Q: 3 clusters Score -1153807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1153807.625000 Penalty: 4585.679199
	Iteration 30Q: 3 clusters Score -1153808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1153811.000000 Penalty: 4585.679199
	Iteration 31Q: 3 clusters Score -1153811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -1153814.250000 Penalty: 4585.679199
	Iteration 32Q: 3 clusters Score -1153814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1153812.250000 Penalty: 4585.679199
	Iteration 33Q: 3 clusters Score -1153812 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1153815.250000 Penalty: 4585.679199
	Iteration 34Q: 3 clusters Score -1153815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -1153815.250000 Penalty: 4585.679199
	Iteration 35F: 3 clusters Score -1153815 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (215403 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215403 members 
Entering Unmasked Estep 
Score: -25353934.000000 Penalty: 3045.505859
	Iteration 0F: 2 clusters Score -2.535393e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107621 members 
Mstep: Class 2 contains 107782 members 
Entering Unmasked Estep 
Score: -25215000.000000 Penalty: 6091.011719
	Iteration 0F: 3 clusters Score -2.5215e+07 nChanged 103757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107440 members 
Mstep: Class 2 contains 107963 members 
Entering Unmasked Estep 
Score: -25276860.000000 Penalty: 6091.011719
	Iteration 1F: 3 clusters Score -2.527686e+07 nChanged 6742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106540 members 
Mstep: Class 2 contains 108863 members 
Entering Unmasked Estep 
Score: -25278632.000000 Penalty: 6091.011719
	Iteration 2Q: 3 clusters Score -2.527863e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104780 members 
Mstep: Class 2 contains 110623 members 
Entering Unmasked Estep 
Score: -25281082.000000 Penalty: 6091.011719
	Iteration 3Q: 3 clusters Score -2.528108e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101953 members 
Mstep: Class 2 contains 113450 members 
Entering Unmasked Estep 
Score: -25284836.000000 Penalty: 6091.011719
	Iteration 4Q: 3 clusters Score -2.528484e+07 nChanged 11008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97207 members 
Mstep: Class 2 contains 118196 members 
Entering Unmasked Estep 
Score: -25289968.000000 Penalty: 6091.011719
	Iteration 5F: 3 clusters Score -2.528997e+07 nChanged 13240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90113 members 
Mstep: Class 2 contains 125290 members 
Entering Unmasked Estep 
Score: -25298228.000000 Penalty: 6091.011719
	Iteration 6F: 3 clusters Score -2.529823e+07 nChanged 15096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80785 members 
Mstep: Class 2 contains 134618 members 
Entering Unmasked Estep 
Score: -25309810.000000 Penalty: 6091.011719
	Iteration 7F: 3 clusters Score -2.530981e+07 nChanged 15112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71013 members 
Mstep: Class 2 contains 144390 members 
Entering Unmasked Estep 
Score: -25324100.000000 Penalty: 6091.011719
	Iteration 8F: 3 clusters Score -2.53241e+07 nChanged 12866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63289 members 
Mstep: Class 2 contains 152114 members 
Entering Unmasked Estep 
Score: -25335748.000000 Penalty: 6091.011719
	Iteration 9F: 3 clusters Score -2.533575e+07 nChanged 8814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58081 members 
Mstep: Class 2 contains 157322 members 
Entering Unmasked Estep 
Score: -25341156.000000 Penalty: 6091.011719
	Iteration 10Q: 3 clusters Score -2.534116e+07 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 161428 members 
Entering Unmasked Estep 
Score: -25343678.000000 Penalty: 6091.011719
	Iteration 11Q: 3 clusters Score -2.534368e+07 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50398 members 
Mstep: Class 2 contains 165005 members 
Entering Unmasked Estep 
Score: -25345484.000000 Penalty: 6091.011719
	Iteration 12Q: 3 clusters Score -2.534548e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47159 members 
Mstep: Class 2 contains 168244 members 
Entering Unmasked Estep 
Score: -25347156.000000 Penalty: 6091.011719
	Iteration 13Q: 3 clusters Score -2.534716e+07 nChanged 3250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44257 members 
Mstep: Class 2 contains 171146 members 
Entering Unmasked Estep 
Score: -25348576.000000 Penalty: 6091.011719
	Iteration 14Q: 3 clusters Score -2.534858e+07 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 173819 members 
Entering Unmasked Estep 
Score: -25349640.000000 Penalty: 6091.011719
	Iteration 15Q: 3 clusters Score -2.534964e+07 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39324 members 
Mstep: Class 2 contains 176079 members 
Entering Unmasked Estep 
Score: -25350510.000000 Penalty: 6091.011719
	Iteration 16Q: 3 clusters Score -2.535051e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37421 members 
Mstep: Class 2 contains 177982 members 
Entering Unmasked Estep 
Score: -25351018.000000 Penalty: 6091.011719
	Iteration 17Q: 3 clusters Score -2.535102e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35780 members 
Mstep: Class 2 contains 179623 members 
Entering Unmasked Estep 
Score: -25351356.000000 Penalty: 6091.011719
	Iteration 18Q: 3 clusters Score -2.535136e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 181091 members 
Entering Unmasked Estep 
Score: -25351672.000000 Penalty: 6091.011719
	Iteration 19Q: 3 clusters Score -2.535167e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 182405 members 
Entering Unmasked Estep 
Score: -25351834.000000 Penalty: 6091.011719
	Iteration 20F: 3 clusters Score -2.535183e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 183556 members 
Entering Unmasked Estep 
Score: -25351936.000000 Penalty: 6091.011719
	Iteration 21Q: 3 clusters Score -2.535194e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30877 members 
Mstep: Class 2 contains 184526 members 
Entering Unmasked Estep 
Score: -25352018.000000 Penalty: 6091.011719
	Iteration 22Q: 3 clusters Score -2.535202e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 185396 members 
Entering Unmasked Estep 
Score: -25352068.000000 Penalty: 6091.011719
	Iteration 23Q: 3 clusters Score -2.535207e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 186194 members 
Entering Unmasked Estep 
Score: -25352110.000000 Penalty: 6091.011719
	Iteration 24Q: 3 clusters Score -2.535211e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28452 members 
Mstep: Class 2 contains 186951 members 
Entering Unmasked Estep 
Score: -25352160.000000 Penalty: 6091.011719
	Iteration 25Q: 3 clusters Score -2.535216e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27773 members 
Mstep: Class 2 contains 187630 members 
Entering Unmasked Estep 
Score: -25352194.000000 Penalty: 6091.011719
	Iteration 26Q: 3 clusters Score -2.535219e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27144 members 
Mstep: Class 2 contains 188259 members 
Entering Unmasked Estep 
Score: -25352272.000000 Penalty: 6091.011719
	Iteration 27Q: 3 clusters Score -2.535227e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26554 members 
Mstep: Class 2 contains 188849 members 
Entering Unmasked Estep 
Score: -25352284.000000 Penalty: 6091.011719
	Iteration 28Q: 3 clusters Score -2.535228e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 189409 members 
Entering Unmasked Estep 
Score: -25352366.000000 Penalty: 6091.011719
	Iteration 29Q: 3 clusters Score -2.535237e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 189897 members 
Entering Unmasked Estep 
Score: -25352294.000000 Penalty: 6091.011719
	Iteration 30Q: 3 clusters Score -2.535229e+07 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 190372 members 
Entering Unmasked Estep 
Score: -25352334.000000 Penalty: 6091.011719
	Iteration 31Q: 3 clusters Score -2.535233e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24593 members 
Mstep: Class 2 contains 190810 members 
Entering Unmasked Estep 
Score: -25352398.000000 Penalty: 6091.011719
	Iteration 32Q: 3 clusters Score -2.53524e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24177 members 
Mstep: Class 2 contains 191226 members 
Entering Unmasked Estep 
Score: -25352448.000000 Penalty: 6091.011719
	Iteration 33Q: 3 clusters Score -2.535245e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 191598 members 
Entering Unmasked Estep 
Score: -25352410.000000 Penalty: 6091.011719
	Iteration 34Q: 3 clusters Score -2.535241e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23438 members 
Mstep: Class 2 contains 191965 members 
Entering Unmasked Estep 
Score: -25352426.000000 Penalty: 6091.011719
	Iteration 35Q: 3 clusters Score -2.535243e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23107 members 
Mstep: Class 2 contains 192296 members 
Entering Unmasked Estep 
Score: -25352442.000000 Penalty: 6091.011719
	Iteration 36Q: 3 clusters Score -2.535244e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 192626 members 
Entering Unmasked Estep 
Score: -25352458.000000 Penalty: 6091.011719
	Iteration 37Q: 3 clusters Score -2.535246e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 192924 members 
Entering Unmasked Estep 
Score: -25352392.000000 Penalty: 6091.011719
	Iteration 38Q: 3 clusters Score -2.535239e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 193182 members 
Entering Unmasked Estep 
Score: -25352406.000000 Penalty: 6091.011719
	Iteration 39Q: 3 clusters Score -2.535241e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21979 members 
Mstep: Class 2 contains 193424 members 
Entering Unmasked Estep 
Score: -25352402.000000 Penalty: 6091.011719
	Iteration 40F: 3 clusters Score -2.53524e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 193647 members 
Entering Unmasked Estep 
Score: -25352384.000000 Penalty: 6091.011719
	Iteration 41Q: 3 clusters Score -2.535238e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21528 members 
Mstep: Class 2 contains 193875 members 
Entering Unmasked Estep 
Score: -25352402.000000 Penalty: 6091.011719
	Iteration 42Q: 3 clusters Score -2.53524e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 194084 members 
Entering Unmasked Estep 
Score: -25352374.000000 Penalty: 6091.011719
	Iteration 43Q: 3 clusters Score -2.535237e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 194288 members 
Entering Unmasked Estep 
Score: -25352314.000000 Penalty: 6091.011719
	Iteration 44Q: 3 clusters Score -2.535231e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20934 members 
Mstep: Class 2 contains 194469 members 
Entering Unmasked Estep 
Score: -25352308.000000 Penalty: 6091.011719
	Iteration 45Q: 3 clusters Score -2.535231e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 194653 members 
Entering Unmasked Estep 
Score: -25352288.000000 Penalty: 6091.011719
	Iteration 46Q: 3 clusters Score -2.535229e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20559 members 
Mstep: Class 2 contains 194844 members 
Entering Unmasked Estep 
Score: -25352274.000000 Penalty: 6091.011719
	Iteration 47Q: 3 clusters Score -2.535227e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 195023 members 
Entering Unmasked Estep 
Score: -25352250.000000 Penalty: 6091.011719
	Iteration 48Q: 3 clusters Score -2.535225e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 195212 members 
Entering Unmasked Estep 
Score: -25352294.000000 Penalty: 6091.011719
	Iteration 49Q: 3 clusters Score -2.535229e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 195386 members 
Entering Unmasked Estep 
Score: -25352280.000000 Penalty: 6091.011719
	Iteration 50Q: 3 clusters Score -2.535228e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 195547 members 
Entering Unmasked Estep 
Score: -25352298.000000 Penalty: 6091.011719
	Iteration 51Q: 3 clusters Score -2.53523e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19709 members 
Mstep: Class 2 contains 195694 members 
Entering Unmasked Estep 
Score: -25352256.000000 Penalty: 6091.011719
	Iteration 52Q: 3 clusters Score -2.535226e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 195824 members 
Entering Unmasked Estep 
Score: -25352304.000000 Penalty: 6091.011719
	Iteration 53Q: 3 clusters Score -2.53523e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 195955 members 
Entering Unmasked Estep 
Score: -25352306.000000 Penalty: 6091.011719
	Iteration 54Q: 3 clusters Score -2.535231e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 196065 members 
Entering Unmasked Estep 
Score: -25352344.000000 Penalty: 6091.011719
	Iteration 55Q: 3 clusters Score -2.535234e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 196174 members 
Entering Unmasked Estep 
Score: -25352380.000000 Penalty: 6091.011719
	Iteration 56Q: 3 clusters Score -2.535238e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 196278 members 
Entering Unmasked Estep 
Score: -25352382.000000 Penalty: 6091.011719
	Iteration 57Q: 3 clusters Score -2.535238e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19052 members 
Mstep: Class 2 contains 196351 members 
Entering Unmasked Estep 
Score: -25352398.000000 Penalty: 6091.011719
	Iteration 58Q: 3 clusters Score -2.53524e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 196416 members 
Entering Unmasked Estep 
Score: -25352424.000000 Penalty: 6091.011719
	Iteration 59Q: 3 clusters Score -2.535242e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 196469 members 
Entering Unmasked Estep 
Score: -25352422.000000 Penalty: 6091.011719
	Iteration 60F: 3 clusters Score -2.535242e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 196515 members 
Entering Unmasked Estep 
Score: -25352416.000000 Penalty: 6091.011719
	Iteration 61Q: 3 clusters Score -2.535242e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 196560 members 
Entering Unmasked Estep 
Score: -25352420.000000 Penalty: 6091.011719
	Iteration 62Q: 3 clusters Score -2.535242e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18794 members 
Mstep: Class 2 contains 196609 members 
Entering Unmasked Estep 
Score: -25352444.000000 Penalty: 6091.011719
	Iteration 63Q: 3 clusters Score -2.535244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 196648 members 
Entering Unmasked Estep 
Score: -25352448.000000 Penalty: 6091.011719
	Iteration 64Q: 3 clusters Score -2.535245e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 196689 members 
Entering Unmasked Estep 
Score: -25352444.000000 Penalty: 6091.011719
	Iteration 65Q: 3 clusters Score -2.535244e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 196734 members 
Entering Unmasked Estep 
Score: -25352444.000000 Penalty: 6091.011719
	Iteration 66Q: 3 clusters Score -2.535244e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 196773 members 
Entering Unmasked Estep 
Score: -25352440.000000 Penalty: 6091.011719
	Iteration 67Q: 3 clusters Score -2.535244e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 196811 members 
Entering Unmasked Estep 
Score: -25352410.000000 Penalty: 6091.011719
	Iteration 68Q: 3 clusters Score -2.535241e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 196851 members 
Entering Unmasked Estep 
Score: -25352402.000000 Penalty: 6091.011719
	Iteration 69Q: 3 clusters Score -2.53524e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 196888 members 
Entering Unmasked Estep 
Score: -25352412.000000 Penalty: 6091.011719
	Iteration 70Q: 3 clusters Score -2.535241e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18482 members 
Mstep: Class 2 contains 196921 members 
Entering Unmasked Estep 
Score: -25352426.000000 Penalty: 6091.011719
	Iteration 71Q: 3 clusters Score -2.535243e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 196957 members 
Entering Unmasked Estep 
Score: -25352438.000000 Penalty: 6091.011719
	Iteration 72Q: 3 clusters Score -2.535244e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18399 members 
Mstep: Class 2 contains 197004 members 
Entering Unmasked Estep 
Score: -25352464.000000 Penalty: 6091.011719
	Iteration 73Q: 3 clusters Score -2.535246e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 197050 members 
Entering Unmasked Estep 
Score: -25352444.000000 Penalty: 6091.011719
	Iteration 74Q: 3 clusters Score -2.535244e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 197084 members 
Entering Unmasked Estep 
Score: -25352432.000000 Penalty: 6091.011719
	Iteration 75Q: 3 clusters Score -2.535243e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18282 members 
Mstep: Class 2 contains 197121 members 
Entering Unmasked Estep 
Score: -25352462.000000 Penalty: 6091.011719
	Iteration 76Q: 3 clusters Score -2.535246e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 197147 members 
Entering Unmasked Estep 
Score: -25352456.000000 Penalty: 6091.011719
	Iteration 77Q: 3 clusters Score -2.535246e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18234 members 
Mstep: Class 2 contains 197169 members 
Entering Unmasked Estep 
Score: -25352460.000000 Penalty: 6091.011719
	Iteration 78Q: 3 clusters Score -2.535246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 197192 members 
Entering Unmasked Estep 
Score: -25352442.000000 Penalty: 6091.011719
	Iteration 79Q: 3 clusters Score -2.535244e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 197207 members 
Entering Unmasked Estep 
Score: -25352438.000000 Penalty: 6091.011719
	Iteration 80F: 3 clusters Score -2.535244e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 197222 members 
Entering Unmasked Estep 
Score: -25352454.000000 Penalty: 6091.011719
	Iteration 81Q: 3 clusters Score -2.535245e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 197239 members 
Entering Unmasked Estep 
Score: -25352458.000000 Penalty: 6091.011719
	Iteration 82Q: 3 clusters Score -2.535246e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 197257 members 
Entering Unmasked Estep 
Score: -25352464.000000 Penalty: 6091.011719
	Iteration 83Q: 3 clusters Score -2.535246e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 197280 members 
Entering Unmasked Estep 
Score: -25352454.000000 Penalty: 6091.011719
	Iteration 84Q: 3 clusters Score -2.535245e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 197294 members 
Entering Unmasked Estep 
Score: -25352476.000000 Penalty: 6091.011719
	Iteration 85Q: 3 clusters Score -2.535248e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 197308 members 
Entering Unmasked Estep 
Score: -25352490.000000 Penalty: 6091.011719
	Iteration 86Q: 3 clusters Score -2.535249e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 197319 members 
Entering Unmasked Estep 
Score: -25352476.000000 Penalty: 6091.011719
	Iteration 87Q: 3 clusters Score -2.535248e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 197327 members 
Entering Unmasked Estep 
Score: -25352494.000000 Penalty: 6091.011719
	Iteration 88Q: 3 clusters Score -2.535249e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 197334 members 
Entering Unmasked Estep 
Score: -25352470.000000 Penalty: 6091.011719
	Iteration 89Q: 3 clusters Score -2.535247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18060 members 
Mstep: Class 2 contains 197343 members 
Entering Unmasked Estep 
Score: -25352474.000000 Penalty: 6091.011719
	Iteration 90Q: 3 clusters Score -2.535247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 197349 members 
Entering Unmasked Estep 
Score: -25352474.000000 Penalty: 6091.011719
	Iteration 91Q: 3 clusters Score -2.535247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 197354 members 
Entering Unmasked Estep 
Score: -25352480.000000 Penalty: 6091.011719
	Iteration 92Q: 3 clusters Score -2.535248e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18048 members 
Mstep: Class 2 contains 197355 members 
Entering Unmasked Estep 
Score: -25352482.000000 Penalty: 6091.011719
	Iteration 93Q: 3 clusters Score -2.535248e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 197358 members 
Entering Unmasked Estep 
Score: -25352470.000000 Penalty: 6091.011719
	Iteration 94Q: 3 clusters Score -2.535247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18041 members 
Mstep: Class 2 contains 197362 members 
Entering Unmasked Estep 
Score: -25352482.000000 Penalty: 6091.011719
	Iteration 95Q: 3 clusters Score -2.535248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18037 members 
Mstep: Class 2 contains 197366 members 
Entering Unmasked Estep 
Score: -25352476.000000 Penalty: 6091.011719
	Iteration 96Q: 3 clusters Score -2.535248e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 197368 members 
Entering Unmasked Estep 
Score: -25352468.000000 Penalty: 6091.011719
	Iteration 97Q: 3 clusters Score -2.535247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 197370 members 
Entering Unmasked Estep 
Score: -25352470.000000 Penalty: 6091.011719
	Iteration 98Q: 3 clusters Score -2.535247e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 197372 members 
Entering Unmasked Estep 
Score: -25352472.000000 Penalty: 6091.011719
	Iteration 99Q: 3 clusters Score -2.535247e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 197372 members 
Entering Unmasked Estep 
Score: -25352472.000000 Penalty: 6091.011719
	Iteration 100F: 3 clusters Score -2.535247e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Entering Unmasked Estep 
Score: -198838.687500 Penalty: 1946.341919
	Iteration 0F: 2 clusters Score -198838.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -196008.125000 Penalty: 3892.683838
	Iteration 0F: 3 clusters Score -196008.1 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -197030.031250 Penalty: 3892.683838
	Iteration 1F: 3 clusters Score -197030 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -197820.421875 Penalty: 3892.683838
	Iteration 2F: 3 clusters Score -197820.4 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -198519.234375 Penalty: 3892.683838
	Iteration 3F: 3 clusters Score -198519.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -198957.265625 Penalty: 3892.683838
	Iteration 4F: 3 clusters Score -198957.3 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -199130.625000 Penalty: 3892.683838
	Iteration 5Q: 3 clusters Score -199130.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -199203.046875 Penalty: 3892.683838
	Iteration 6Q: 3 clusters Score -199203 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -199235.125000 Penalty: 3892.683838
	Iteration 7Q: 3 clusters Score -199235.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -199251.296875 Penalty: 3892.683838
	Iteration 8Q: 3 clusters Score -199251.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -199259.921875 Penalty: 3892.683838
	Iteration 9Q: 3 clusters Score -199259.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -199262.859375 Penalty: 3892.683838
	Iteration 10Q: 3 clusters Score -199262.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -199265.734375 Penalty: 3892.683838
	Iteration 11Q: 3 clusters Score -199265.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -199266.578125 Penalty: 3892.683838
	Iteration 12Q: 3 clusters Score -199266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -199267.546875 Penalty: 3892.683838
	Iteration 13Q: 3 clusters Score -199267.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -199267.843750 Penalty: 3892.683838
	Iteration 14Q: 3 clusters Score -199267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -199267.843750 Penalty: 3892.683838
	Iteration 15F: 3 clusters Score -199267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173782 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276226 members 
Mstep: Class 9 contains 81217 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 149787 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130062 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178942 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215403 members 
Mstep: Class 25 contains 1304 members 
Mstep: Class 26 contains 22918 members 
Mstep: Class 27 contains 7306 members 
Mstep: Class 28 contains 1257 members 
Entering Unmasked Estep 
Score: -161462384.000000 Penalty: 98363.328125
Splitting cluster 25 changes total score from -161462816.000000 to -161462384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 26 (22918 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22918 members 
Entering Unmasked Estep 
Score: -2700855.500000 Penalty: 2489.840088
	Iteration 0F: 2 clusters Score -2700856 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11563 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -2684804.750000 Penalty: 4979.680176
	Iteration 0F: 3 clusters Score -2684805 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12147 members 
Mstep: Class 2 contains 10771 members 
Entering Unmasked Estep 
Score: -2690372.250000 Penalty: 4979.680176
	Iteration 1F: 3 clusters Score -2690372 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 10425 members 
Entering Unmasked Estep 
Score: -2690799.750000 Penalty: 4979.680176
	Iteration 2Q: 3 clusters Score -2690800 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -2691232.750000 Penalty: 4979.680176
	Iteration 3Q: 3 clusters Score -2691233 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -2691710.000000 Penalty: 4979.680176
	Iteration 4Q: 3 clusters Score -2691710 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 8779 members 
Entering Unmasked Estep 
Score: -2692336.000000 Penalty: 4979.680176
	Iteration 5Q: 3 clusters Score -2692336 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14942 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2693170.750000 Penalty: 4979.680176
	Iteration 6Q: 3 clusters Score -2693171 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -2694152.500000 Penalty: 4979.680176
	Iteration 7Q: 3 clusters Score -2694152 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -2695093.500000 Penalty: 4979.680176
	Iteration 8Q: 3 clusters Score -2695094 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 5722 members 
Entering Unmasked Estep 
Score: -2695885.250000 Penalty: 4979.680176
	Iteration 9Q: 3 clusters Score -2695885 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17732 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -2696529.500000 Penalty: 4979.680176
	Iteration 10Q: 3 clusters Score -2696530 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -2696963.500000 Penalty: 4979.680176
	Iteration 11Q: 3 clusters Score -2696964 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -2697247.750000 Penalty: 4979.680176
	Iteration 12Q: 3 clusters Score -2697248 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 4274 members 
Entering Unmasked Estep 
Score: -2697476.500000 Penalty: 4979.680176
	Iteration 13Q: 3 clusters Score -2697476 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -2697641.750000 Penalty: 4979.680176
	Iteration 14Q: 3 clusters Score -2697642 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -2697784.750000 Penalty: 4979.680176
	Iteration 15Q: 3 clusters Score -2697785 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2697865.250000 Penalty: 4979.680176
	Iteration 16Q: 3 clusters Score -2697865 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -2697940.250000 Penalty: 4979.680176
	Iteration 17Q: 3 clusters Score -2697940 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19477 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -2698000.750000 Penalty: 4979.680176
	Iteration 18Q: 3 clusters Score -2698001 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -2698039.750000 Penalty: 4979.680176
	Iteration 19Q: 3 clusters Score -2698040 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -2698081.750000 Penalty: 4979.680176
	Iteration 20F: 3 clusters Score -2698082 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19740 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -2698112.500000 Penalty: 4979.680176
	Iteration 21Q: 3 clusters Score -2698112 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -2698148.500000 Penalty: 4979.680176
	Iteration 22Q: 3 clusters Score -2698148 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2698178.000000 Penalty: 4979.680176
	Iteration 23Q: 3 clusters Score -2698178 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2698197.750000 Penalty: 4979.680176
	Iteration 24Q: 3 clusters Score -2698198 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2698210.000000 Penalty: 4979.680176
	Iteration 25Q: 3 clusters Score -2698210 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20103 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -2698237.500000 Penalty: 4979.680176
	Iteration 26Q: 3 clusters Score -2698238 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20166 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2698262.000000 Penalty: 4979.680176
	Iteration 27Q: 3 clusters Score -2698262 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -2698280.250000 Penalty: 4979.680176
	Iteration 28Q: 3 clusters Score -2698280 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2698303.250000 Penalty: 4979.680176
	Iteration 29Q: 3 clusters Score -2698303 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20336 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -2698325.250000 Penalty: 4979.680176
	Iteration 30Q: 3 clusters Score -2698325 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -2698338.500000 Penalty: 4979.680176
	Iteration 31Q: 3 clusters Score -2698338 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2698353.500000 Penalty: 4979.680176
	Iteration 32Q: 3 clusters Score -2698354 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -2698372.750000 Penalty: 4979.680176
	Iteration 33Q: 3 clusters Score -2698373 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20527 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -2698382.500000 Penalty: 4979.680176
	Iteration 34Q: 3 clusters Score -2698382 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -2698392.250000 Penalty: 4979.680176
	Iteration 35Q: 3 clusters Score -2698392 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20640 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2698409.000000 Penalty: 4979.680176
	Iteration 36Q: 3 clusters Score -2698409 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20689 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2698417.250000 Penalty: 4979.680176
	Iteration 37Q: 3 clusters Score -2698417 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -2698430.000000 Penalty: 4979.680176
	Iteration 38Q: 3 clusters Score -2698430 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -2698437.250000 Penalty: 4979.680176
	Iteration 39Q: 3 clusters Score -2698437 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20792 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -2698448.250000 Penalty: 4979.680176
	Iteration 40F: 3 clusters Score -2698448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -2698449.500000 Penalty: 4979.680176
	Iteration 41Q: 3 clusters Score -2698450 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2698456.500000 Penalty: 4979.680176
	Iteration 42Q: 3 clusters Score -2698456 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -2698469.000000 Penalty: 4979.680176
	Iteration 43Q: 3 clusters Score -2698469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -2698468.500000 Penalty: 4979.680176
	Iteration 44Q: 3 clusters Score -2698468 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20894 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -2698473.000000 Penalty: 4979.680176
	Iteration 45Q: 3 clusters Score -2698473 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -2698484.500000 Penalty: 4979.680176
	Iteration 46Q: 3 clusters Score -2698484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2698488.250000 Penalty: 4979.680176
	Iteration 47Q: 3 clusters Score -2698488 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -2698494.000000 Penalty: 4979.680176
	Iteration 48Q: 3 clusters Score -2698494 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2698494.500000 Penalty: 4979.680176
	Iteration 49Q: 3 clusters Score -2698494 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -2698495.750000 Penalty: 4979.680176
	Iteration 50Q: 3 clusters Score -2698496 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21009 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2698502.250000 Penalty: 4979.680176
	Iteration 51Q: 3 clusters Score -2698502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2698505.500000 Penalty: 4979.680176
	Iteration 52Q: 3 clusters Score -2698506 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -2698509.000000 Penalty: 4979.680176
	Iteration 53Q: 3 clusters Score -2698509 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -2698512.000000 Penalty: 4979.680176
	Iteration 54Q: 3 clusters Score -2698512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -2698512.250000 Penalty: 4979.680176
	Iteration 55Q: 3 clusters Score -2698512 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2698514.750000 Penalty: 4979.680176
	Iteration 56Q: 3 clusters Score -2698515 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -2698521.500000 Penalty: 4979.680176
	Iteration 57Q: 3 clusters Score -2698522 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2698528.250000 Penalty: 4979.680176
	Iteration 58Q: 3 clusters Score -2698528 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -2698530.750000 Penalty: 4979.680176
	Iteration 59Q: 3 clusters Score -2698531 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21116 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2698536.000000 Penalty: 4979.680176
	Iteration 60F: 3 clusters Score -2698536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -2698538.750000 Penalty: 4979.680176
	Iteration 61Q: 3 clusters Score -2698539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -2698537.250000 Penalty: 4979.680176
	Iteration 62Q: 3 clusters Score -2698537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -2698531.750000 Penalty: 4979.680176
	Iteration 63Q: 3 clusters Score -2698532 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2698535.000000 Penalty: 4979.680176
	Iteration 64Q: 3 clusters Score -2698535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -2698540.250000 Penalty: 4979.680176
	Iteration 65Q: 3 clusters Score -2698540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2698547.500000 Penalty: 4979.680176
	Iteration 66Q: 3 clusters Score -2698548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -2698551.250000 Penalty: 4979.680176
	Iteration 67Q: 3 clusters Score -2698551 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -2698555.250000 Penalty: 4979.680176
	Iteration 68Q: 3 clusters Score -2698555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2698560.000000 Penalty: 4979.680176
	Iteration 69Q: 3 clusters Score -2698560 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2698560.000000 Penalty: 4979.680176
	Iteration 70Q: 3 clusters Score -2698560 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -2698561.500000 Penalty: 4979.680176
	Iteration 71Q: 3 clusters Score -2698562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21236 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2698564.000000 Penalty: 4979.680176
	Iteration 72Q: 3 clusters Score -2698564 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2698561.000000 Penalty: 4979.680176
	Iteration 73Q: 3 clusters Score -2698561 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -2698567.500000 Penalty: 4979.680176
	Iteration 74Q: 3 clusters Score -2698568 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2698568.500000 Penalty: 4979.680176
	Iteration 75Q: 3 clusters Score -2698568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2698571.000000 Penalty: 4979.680176
	Iteration 76Q: 3 clusters Score -2698571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21263 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -2698573.500000 Penalty: 4979.680176
	Iteration 77Q: 3 clusters Score -2698574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2698574.500000 Penalty: 4979.680176
	Iteration 78Q: 3 clusters Score -2698574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21265 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2698575.750000 Penalty: 4979.680176
	Iteration 79Q: 3 clusters Score -2698576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2698572.250000 Penalty: 4979.680176
	Iteration 80F: 3 clusters Score -2698572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21270 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -2698570.250000 Penalty: 4979.680176
	Iteration 81Q: 3 clusters Score -2698570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2698570.750000 Penalty: 4979.680176
	Iteration 82Q: 3 clusters Score -2698571 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -2698575.000000 Penalty: 4979.680176
	Iteration 83Q: 3 clusters Score -2698575 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21286 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -2698577.500000 Penalty: 4979.680176
	Iteration 84Q: 3 clusters Score -2698578 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -2698580.250000 Penalty: 4979.680176
	Iteration 85Q: 3 clusters Score -2698580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -2698578.500000 Penalty: 4979.680176
	Iteration 86Q: 3 clusters Score -2698578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -2698580.250000 Penalty: 4979.680176
	Iteration 87Q: 3 clusters Score -2698580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2698581.250000 Penalty: 4979.680176
	Iteration 88Q: 3 clusters Score -2698581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -2698581.500000 Penalty: 4979.680176
	Iteration 89Q: 3 clusters Score -2698582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2698581.000000 Penalty: 4979.680176
	Iteration 90Q: 3 clusters Score -2698581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21316 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2698581.000000 Penalty: 4979.680176
	Iteration 91F: 3 clusters Score -2698581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173782 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 276226 members 
Mstep: Class 9 contains 81217 members 
Mstep: Class 10 contains 11278 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 149787 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19720 members 
Mstep: Class 16 contains 130062 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178942 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 20 contains 12743 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10356 members 
Mstep: Class 24 contains 215403 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463328.000000 Penalty: 94850.351562
Iteration 479Q: 28 clusters Score -1.614633e+08 nChanged 4976
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173339 members 
Mstep: Class 7 contains 3517 members 
Mstep: Class 8 contains 275917 members 
Mstep: Class 9 contains 81694 members 
Mstep: Class 10 contains 11273 members 
Mstep: Class 11 contains 8504 members 
Mstep: Class 12 contains 19804 members 
Mstep: Class 13 contains 151735 members 
Mstep: Class 14 contains 15614 members 
Mstep: Class 15 contains 19719 members 
Mstep: Class 16 contains 129598 members 
Mstep: Class 17 contains 2089 members 
Mstep: Class 18 contains 178441 members 
Mstep: Class 19 contains 26642 members 
Mstep: Class 20 contains 12739 members 
Mstep: Class 21 contains 2483 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 214786 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22921 members 
Mstep: Class 27 contains 7199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463584.000000 Penalty: 94850.351562
Iteration 480F: 28 clusters Score -1.614636e+08 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7967 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173039 members 
Mstep: Class 7 contains 3510 members 
Mstep: Class 8 contains 275767 members 
Mstep: Class 9 contains 81279 members 
Mstep: Class 10 contains 11271 members 
Mstep: Class 11 contains 8501 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 153019 members 
Mstep: Class 14 contains 15613 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 129253 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 178110 members 
Mstep: Class 19 contains 26644 members 
Mstep: Class 20 contains 12731 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10354 members 
Mstep: Class 24 contains 214395 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22924 members 
Mstep: Class 27 contains 7869 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161464096.000000 Penalty: 94850.351562
Iteration 481Q: 28 clusters Score -1.614641e+08 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 172870 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275812 members 
Mstep: Class 9 contains 80834 members 
Mstep: Class 10 contains 11270 members 
Mstep: Class 11 contains 8499 members 
Mstep: Class 12 contains 19794 members 
Mstep: Class 13 contains 153897 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 129002 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177907 members 
Mstep: Class 19 contains 26648 members 
Mstep: Class 20 contains 12727 members 
Mstep: Class 21 contains 2471 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 214098 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22932 members 
Mstep: Class 27 contains 8314 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161464400.000000 Penalty: 94850.351562
Iteration 482Q: 28 clusters Score -1.614644e+08 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 172794 members 
Mstep: Class 7 contains 3508 members 
Mstep: Class 8 contains 275934 members 
Mstep: Class 9 contains 80397 members 
Mstep: Class 10 contains 11265 members 
Mstep: Class 11 contains 8498 members 
Mstep: Class 12 contains 19796 members 
Mstep: Class 13 contains 154494 members 
Mstep: Class 14 contains 15617 members 
Mstep: Class 15 contains 19727 members 
Mstep: Class 16 contains 128788 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177751 members 
Mstep: Class 19 contains 26643 members 
Mstep: Class 20 contains 12725 members 
Mstep: Class 21 contains 2472 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 213882 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22954 members 
Mstep: Class 27 contains 8681 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161464416.000000 Penalty: 94850.351562
Iteration 483Q: 28 clusters Score -1.614644e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24372 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 172768 members 
Mstep: Class 7 contains 3507 members 
Mstep: Class 8 contains 276121 members 
Mstep: Class 9 contains 79971 members 
Mstep: Class 10 contains 11264 members 
Mstep: Class 11 contains 8492 members 
Mstep: Class 12 contains 19798 members 
Mstep: Class 13 contains 154900 members 
Mstep: Class 14 contains 15617 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 128589 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177641 members 
Mstep: Class 19 contains 26636 members 
Mstep: Class 20 contains 12725 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10350 members 
Mstep: Class 24 contains 213720 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 22983 members 
Mstep: Class 27 contains 8993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161464016.000000 Penalty: 94850.351562
Iteration 484Q: 28 clusters Score -1.61464e+08 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24373 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 172760 members 
Mstep: Class 7 contains 3505 members 
Mstep: Class 8 contains 276345 members 
Mstep: Class 9 contains 79565 members 
Mstep: Class 10 contains 11266 members 
Mstep: Class 11 contains 8480 members 
Mstep: Class 12 contains 19804 members 
Mstep: Class 13 contains 155193 members 
Mstep: Class 14 contains 15617 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 128423 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177548 members 
Mstep: Class 19 contains 26631 members 
Mstep: Class 20 contains 12720 members 
Mstep: Class 21 contains 2483 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10348 members 
Mstep: Class 24 contains 213583 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23028 members 
Mstep: Class 27 contains 9252 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463984.000000 Penalty: 94850.351562
Iteration 485Q: 28 clusters Score -1.61464e+08 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24374 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 172768 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 276612 members 
Mstep: Class 9 contains 79210 members 
Mstep: Class 10 contains 11265 members 
Mstep: Class 11 contains 8462 members 
Mstep: Class 12 contains 19806 members 
Mstep: Class 13 contains 155386 members 
Mstep: Class 14 contains 15618 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 128255 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177504 members 
Mstep: Class 19 contains 26623 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 2484 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10349 members 
Mstep: Class 24 contains 213476 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23068 members 
Mstep: Class 27 contains 9449 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463920.000000 Penalty: 94850.351562
Iteration 486Q: 28 clusters Score -1.614639e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 172788 members 
Mstep: Class 7 contains 3505 members 
Mstep: Class 8 contains 276825 members 
Mstep: Class 9 contains 78857 members 
Mstep: Class 10 contains 11265 members 
Mstep: Class 11 contains 8436 members 
Mstep: Class 12 contains 19802 members 
Mstep: Class 13 contains 155541 members 
Mstep: Class 14 contains 15618 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 128120 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177471 members 
Mstep: Class 19 contains 26624 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 2484 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 213390 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23123 members 
Mstep: Class 27 contains 9638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161464048.000000 Penalty: 94850.351562
Iteration 487Q: 28 clusters Score -1.61464e+08 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 172823 members 
Mstep: Class 7 contains 3503 members 
Mstep: Class 8 contains 277042 members 
Mstep: Class 9 contains 78521 members 
Mstep: Class 10 contains 11265 members 
Mstep: Class 11 contains 8414 members 
Mstep: Class 12 contains 19799 members 
Mstep: Class 13 contains 155641 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 127996 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177474 members 
Mstep: Class 19 contains 26618 members 
Mstep: Class 20 contains 12714 members 
Mstep: Class 21 contains 2482 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 213306 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23188 members 
Mstep: Class 27 contains 9794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463808.000000 Penalty: 94850.351562
Iteration 488Q: 28 clusters Score -1.614638e+08 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 172870 members 
Mstep: Class 7 contains 3500 members 
Mstep: Class 8 contains 277224 members 
Mstep: Class 9 contains 78194 members 
Mstep: Class 10 contains 11264 members 
Mstep: Class 11 contains 8385 members 
Mstep: Class 12 contains 19797 members 
Mstep: Class 13 contains 155756 members 
Mstep: Class 14 contains 15619 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 127870 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177482 members 
Mstep: Class 19 contains 26621 members 
Mstep: Class 20 contains 12709 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 213211 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23274 members 
Mstep: Class 27 contains 9943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463824.000000 Penalty: 94850.351562
Iteration 489Q: 28 clusters Score -1.614638e+08 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 172927 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 277385 members 
Mstep: Class 9 contains 77913 members 
Mstep: Class 10 contains 11263 members 
Mstep: Class 11 contains 8360 members 
Mstep: Class 12 contains 19797 members 
Mstep: Class 13 contains 155839 members 
Mstep: Class 14 contains 15617 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 127770 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177477 members 
Mstep: Class 19 contains 26630 members 
Mstep: Class 20 contains 12710 members 
Mstep: Class 21 contains 2476 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10351 members 
Mstep: Class 24 contains 213118 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23358 members 
Mstep: Class 27 contains 10059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463680.000000 Penalty: 94850.351562
Iteration 490Q: 28 clusters Score -1.614637e+08 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 7969 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 172974 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 277542 members 
Mstep: Class 9 contains 77657 members 
Mstep: Class 10 contains 11262 members 
Mstep: Class 11 contains 8341 members 
Mstep: Class 12 contains 19798 members 
Mstep: Class 13 contains 155872 members 
Mstep: Class 14 contains 15616 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 127663 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177482 members 
Mstep: Class 19 contains 26634 members 
Mstep: Class 20 contains 12708 members 
Mstep: Class 21 contains 2474 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10352 members 
Mstep: Class 24 contains 213067 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23447 members 
Mstep: Class 27 contains 10161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463520.000000 Penalty: 94850.351562
Iteration 491Q: 28 clusters Score -1.614635e+08 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7970 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173006 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 277677 members 
Mstep: Class 9 contains 77437 members 
Mstep: Class 10 contains 11261 members 
Mstep: Class 11 contains 8322 members 
Mstep: Class 12 contains 19798 members 
Mstep: Class 13 contains 155922 members 
Mstep: Class 14 contains 15616 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 127584 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177482 members 
Mstep: Class 19 contains 26638 members 
Mstep: Class 20 contains 12707 members 
Mstep: Class 21 contains 2477 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10353 members 
Mstep: Class 24 contains 213015 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23532 members 
Mstep: Class 27 contains 10220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463776.000000 Penalty: 94850.351562
Iteration 492Q: 28 clusters Score -1.614638e+08 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7970 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173043 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 277802 members 
Mstep: Class 9 contains 77274 members 
Mstep: Class 10 contains 11261 members 
Mstep: Class 11 contains 8309 members 
Mstep: Class 12 contains 19799 members 
Mstep: Class 13 contains 155946 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19726 members 
Mstep: Class 16 contains 127506 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177500 members 
Mstep: Class 19 contains 26643 members 
Mstep: Class 20 contains 12703 members 
Mstep: Class 21 contains 2478 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10353 members 
Mstep: Class 24 contains 212959 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23603 members 
Mstep: Class 27 contains 10253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463504.000000 Penalty: 94850.351562
Iteration 493Q: 28 clusters Score -1.614635e+08 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7970 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173069 members 
Mstep: Class 7 contains 3500 members 
Mstep: Class 8 contains 277938 members 
Mstep: Class 9 contains 77131 members 
Mstep: Class 10 contains 11260 members 
Mstep: Class 11 contains 8297 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 155961 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19725 members 
Mstep: Class 16 contains 127433 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177515 members 
Mstep: Class 19 contains 26641 members 
Mstep: Class 20 contains 12700 members 
Mstep: Class 21 contains 2480 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10353 members 
Mstep: Class 24 contains 212913 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23663 members 
Mstep: Class 27 contains 10276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463472.000000 Penalty: 94850.351562
Iteration 494Q: 28 clusters Score -1.614635e+08 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7970 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173081 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 278064 members 
Mstep: Class 9 contains 77000 members 
Mstep: Class 10 contains 11256 members 
Mstep: Class 11 contains 8287 members 
Mstep: Class 12 contains 19801 members 
Mstep: Class 13 contains 155977 members 
Mstep: Class 14 contains 15615 members 
Mstep: Class 15 contains 19724 members 
Mstep: Class 16 contains 127362 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177534 members 
Mstep: Class 19 contains 26645 members 
Mstep: Class 20 contains 12695 members 
Mstep: Class 21 contains 2481 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10354 members 
Mstep: Class 24 contains 212883 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23727 members 
Mstep: Class 27 contains 10286 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463680.000000 Penalty: 94850.351562
Iteration 495Q: 28 clusters Score -1.614637e+08 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7970 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173105 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 278164 members 
Mstep: Class 9 contains 76890 members 
Mstep: Class 10 contains 11253 members 
Mstep: Class 11 contains 8280 members 
Mstep: Class 12 contains 19803 members 
Mstep: Class 13 contains 155971 members 
Mstep: Class 14 contains 15614 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 127296 members 
Mstep: Class 17 contains 2090 members 
Mstep: Class 18 contains 177557 members 
Mstep: Class 19 contains 26649 members 
Mstep: Class 20 contains 12692 members 
Mstep: Class 21 contains 2481 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 212853 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23783 members 
Mstep: Class 27 contains 10303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463744.000000 Penalty: 94850.351562
Iteration 496Q: 28 clusters Score -1.614637e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7970 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173116 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 278268 members 
Mstep: Class 9 contains 76785 members 
Mstep: Class 10 contains 11254 members 
Mstep: Class 11 contains 8272 members 
Mstep: Class 12 contains 19805 members 
Mstep: Class 13 contains 155975 members 
Mstep: Class 14 contains 15614 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 127249 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 177567 members 
Mstep: Class 19 contains 26653 members 
Mstep: Class 20 contains 12688 members 
Mstep: Class 21 contains 2481 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 212817 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23828 members 
Mstep: Class 27 contains 10321 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463808.000000 Penalty: 94850.351562
Iteration 497Q: 28 clusters Score -1.614638e+08 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7970 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173127 members 
Mstep: Class 7 contains 3498 members 
Mstep: Class 8 contains 278391 members 
Mstep: Class 9 contains 76681 members 
Mstep: Class 10 contains 11254 members 
Mstep: Class 11 contains 8266 members 
Mstep: Class 12 contains 19808 members 
Mstep: Class 13 contains 155997 members 
Mstep: Class 14 contains 15613 members 
Mstep: Class 15 contains 19723 members 
Mstep: Class 16 contains 127203 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 177568 members 
Mstep: Class 19 contains 26654 members 
Mstep: Class 20 contains 12681 members 
Mstep: Class 21 contains 2481 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 212762 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23876 members 
Mstep: Class 27 contains 10332 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463648.000000 Penalty: 94850.351562
Iteration 498Q: 28 clusters Score -1.614636e+08 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 7970 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173130 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 278487 members 
Mstep: Class 9 contains 76607 members 
Mstep: Class 10 contains 11254 members 
Mstep: Class 11 contains 8261 members 
Mstep: Class 12 contains 19808 members 
Mstep: Class 13 contains 156029 members 
Mstep: Class 14 contains 15612 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 127152 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 177546 members 
Mstep: Class 19 contains 26658 members 
Mstep: Class 20 contains 12680 members 
Mstep: Class 21 contains 2481 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 212740 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23909 members 
Mstep: Class 27 contains 10340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463616.000000 Penalty: 94850.351562
Iteration 499Q: 28 clusters Score -1.614636e+08 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 16 members 
Mstep: Class 1 contains 24379 members 
Mstep: Class 2 contains 7970 members 
Mstep: Class 3 contains 441 members 
Mstep: Class 4 contains 2332 members 
Mstep: Class 5 contains 498 members 
Mstep: Class 6 contains 173133 members 
Mstep: Class 7 contains 3499 members 
Mstep: Class 8 contains 278600 members 
Mstep: Class 9 contains 76539 members 
Mstep: Class 10 contains 11253 members 
Mstep: Class 11 contains 8253 members 
Mstep: Class 12 contains 19807 members 
Mstep: Class 13 contains 156049 members 
Mstep: Class 14 contains 15611 members 
Mstep: Class 15 contains 19722 members 
Mstep: Class 16 contains 127088 members 
Mstep: Class 17 contains 2091 members 
Mstep: Class 18 contains 177522 members 
Mstep: Class 19 contains 26658 members 
Mstep: Class 20 contains 12677 members 
Mstep: Class 21 contains 2481 members 
Mstep: Class 22 contains 12107 members 
Mstep: Class 23 contains 10355 members 
Mstep: Class 24 contains 212733 members 
Mstep: Class 25 contains 2561 members 
Mstep: Class 26 contains 23945 members 
Mstep: Class 27 contains 10344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161463632.000000 Penalty: 94850.351562
Iteration 500F: 28 clusters Score -1.614636e+08 nChanged 409
Maximum iterations exceeded
--- Evaluating fit on full set of 4255994 points ---
Entering Unmasked Estep 
Score: -492477728.000000 Penalty: 102206.664062
23->28 Clusters: Score -492477728.000000, best is -496735872.000000

Starting from 24 clusters...
Entering ConstructFrom: 
--- Running on subset of 1418664 points ---
Entering CEM 
Assigned 24 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 61704 members 
Mstep: Class 3 contains 61815 members 
Mstep: Class 4 contains 61489 members 
Mstep: Class 5 contains 61690 members 
Mstep: Class 6 contains 60986 members 
Mstep: Class 7 contains 61590 members 
Mstep: Class 8 contains 61928 members 
Mstep: Class 9 contains 61575 members 
Mstep: Class 10 contains 61763 members 
Mstep: Class 11 contains 61822 members 
Mstep: Class 12 contains 61707 members 
Mstep: Class 13 contains 61742 members 
Mstep: Class 14 contains 61633 members 
Mstep: Class 15 contains 61831 members 
Mstep: Class 16 contains 61827 members 
Mstep: Class 17 contains 61575 members 
Mstep: Class 18 contains 61579 members 
Mstep: Class 19 contains 61571 members 
Mstep: Class 20 contains 61646 members 
Mstep: Class 21 contains 61906 members 
Mstep: Class 22 contains 61866 members 
Mstep: Class 23 contains 61860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 838.819458 but Gain 3512.968750
Score: -152887264.000000 Penalty: 77285.476562
Iteration 0F: 23 clusters Score -1.528873e+08 nChanged 1352601
Entering Unmasked Mstep 
Mstep: Class 0 contains 6901 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 94480 members 
Mstep: Class 3 contains 81112 members 
Mstep: Class 4 contains 79162 members 
Mstep: Class 5 contains 253586 members 
Mstep: Class 6 contains 127516 members 
Mstep: Class 7 contains 7913 members 
Mstep: Class 8 contains 15490 members 
Mstep: Class 9 contains 33866 members 
Mstep: Class 10 contains 94146 members 
Mstep: Class 11 contains 71830 members 
Mstep: Class 12 contains 19933 members 
Mstep: Class 13 contains 83439 members 
Mstep: Class 14 contains 20594 members 
Mstep: Class 15 contains 65467 members 
Mstep: Class 16 contains 7575 members 
Mstep: Class 17 contains 122139 members 
Mstep: Class 19 contains 35231 members 
Mstep: Class 20 contains 10395 members 
Mstep: Class 21 contains 72386 members 
Mstep: Class 22 contains 18204 members 
Mstep: Class 23 contains 85840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158925264.000000 Penalty: 77285.476562
Iteration 1F: 23 clusters Score -1.589253e+08 nChanged 521194
Entering Unmasked Mstep 
Mstep: Class 0 contains 2478 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 83492 members 
Mstep: Class 3 contains 39962 members 
Mstep: Class 4 contains 37944 members 
Mstep: Class 5 contains 372439 members 
Mstep: Class 6 contains 140823 members 
Mstep: Class 7 contains 17617 members 
Mstep: Class 8 contains 10489 members 
Mstep: Class 9 contains 15804 members 
Mstep: Class 10 contains 53669 members 
Mstep: Class 11 contains 72685 members 
Mstep: Class 12 contains 14018 members 
Mstep: Class 13 contains 94768 members 
Mstep: Class 14 contains 24714 members 
Mstep: Class 15 contains 54544 members 
Mstep: Class 16 contains 4892 members 
Mstep: Class 17 contains 139453 members 
Mstep: Class 19 contains 23227 members 
Mstep: Class 20 contains 15945 members 
Mstep: Class 21 contains 83850 members 
Mstep: Class 22 contains 10400 members 
Mstep: Class 23 contains 99498 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160174224.000000 Penalty: 77285.476562
Iteration 2F: 23 clusters Score -1.601742e+08 nChanged 338716
Entering Unmasked Mstep 
Mstep: Class 0 contains 389 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 69606 members 
Mstep: Class 3 contains 21324 members 
Mstep: Class 4 contains 42286 members 
Mstep: Class 5 contains 392551 members 
Mstep: Class 6 contains 141479 members 
Mstep: Class 7 contains 21845 members 
Mstep: Class 8 contains 6423 members 
Mstep: Class 9 contains 16382 members 
Mstep: Class 10 contains 40044 members 
Mstep: Class 11 contains 61380 members 
Mstep: Class 12 contains 14432 members 
Mstep: Class 13 contains 107760 members 
Mstep: Class 14 contains 22469 members 
Mstep: Class 15 contains 42854 members 
Mstep: Class 16 contains 3114 members 
Mstep: Class 17 contains 155743 members 
Mstep: Class 19 contains 20700 members 
Mstep: Class 20 contains 31252 members 
Mstep: Class 21 contains 88426 members 
Mstep: Class 22 contains 8258 members 
Mstep: Class 23 contains 106145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 1. Lose 2880.868408 but Gain 3512.976562
Score: -160474176.000000 Penalty: 73772.500000
Iteration 3F: 22 clusters Score -1.604742e+08 nChanged 233231
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 2 contains 69989 members 
Mstep: Class 3 contains 15696 members 
Mstep: Class 4 contains 48463 members 
Mstep: Class 5 contains 372965 members 
Mstep: Class 6 contains 147182 members 
Mstep: Class 7 contains 20540 members 
Mstep: Class 8 contains 5895 members 
Mstep: Class 9 contains 18903 members 
Mstep: Class 10 contains 33284 members 
Mstep: Class 11 contains 51435 members 
Mstep: Class 12 contains 17223 members 
Mstep: Class 13 contains 121103 members 
Mstep: Class 14 contains 21645 members 
Mstep: Class 15 contains 30930 members 
Mstep: Class 16 contains 2777 members 
Mstep: Class 17 contains 173870 members 
Mstep: Class 19 contains 18442 members 
Mstep: Class 20 contains 39100 members 
Mstep: Class 21 contains 91990 members 
Mstep: Class 22 contains 6483 members 
Mstep: Class 23 contains 110569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160675040.000000 Penalty: 73772.500000
Iteration 4F: 22 clusters Score -1.60675e+08 nChanged 182506
Entering Unmasked Mstep 
Mstep: Class 0 contains 86 members 
Mstep: Class 2 contains 73597 members 
Mstep: Class 3 contains 11929 members 
Mstep: Class 4 contains 50357 members 
Mstep: Class 5 contains 363781 members 
Mstep: Class 6 contains 151148 members 
Mstep: Class 7 contains 18425 members 
Mstep: Class 8 contains 7317 members 
Mstep: Class 9 contains 21442 members 
Mstep: Class 10 contains 27582 members 
Mstep: Class 11 contains 41929 members 
Mstep: Class 12 contains 19015 members 
Mstep: Class 13 contains 131966 members 
Mstep: Class 14 contains 21186 members 
Mstep: Class 15 contains 20325 members 
Mstep: Class 16 contains 2824 members 
Mstep: Class 17 contains 190516 members 
Mstep: Class 19 contains 16829 members 
Mstep: Class 20 contains 38913 members 
Mstep: Class 21 contains 93845 members 
Mstep: Class 22 contains 5214 members 
Mstep: Class 23 contains 110438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160812992.000000 Penalty: 73772.500000
Iteration 5F: 22 clusters Score -1.60813e+08 nChanged 161075
Entering Unmasked Mstep 
Mstep: Class 0 contains 40 members 
Mstep: Class 2 contains 79250 members 
Mstep: Class 3 contains 9228 members 
Mstep: Class 4 contains 50068 members 
Mstep: Class 5 contains 353693 members 
Mstep: Class 6 contains 156039 members 
Mstep: Class 7 contains 16404 members 
Mstep: Class 8 contains 8752 members 
Mstep: Class 9 contains 23367 members 
Mstep: Class 10 contains 21790 members 
Mstep: Class 11 contains 33748 members 
Mstep: Class 12 contains 20185 members 
Mstep: Class 13 contains 141125 members 
Mstep: Class 14 contains 21239 members 
Mstep: Class 15 contains 12539 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 208646 members 
Mstep: Class 19 contains 15962 members 
Mstep: Class 20 contains 36366 members 
Mstep: Class 21 contains 95924 members 
Mstep: Class 22 contains 4444 members 
Mstep: Class 23 contains 106988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160932176.000000 Penalty: 73772.500000
Iteration 6F: 22 clusters Score -1.609322e+08 nChanged 146985
Entering Unmasked Mstep 
Mstep: Class 0 contains 37 members 
Mstep: Class 2 contains 85640 members 
Mstep: Class 3 contains 7168 members 
Mstep: Class 4 contains 48742 members 
Mstep: Class 5 contains 339820 members 
Mstep: Class 6 contains 162479 members 
Mstep: Class 7 contains 14659 members 
Mstep: Class 8 contains 9752 members 
Mstep: Class 9 contains 24868 members 
Mstep: Class 10 contains 16366 members 
Mstep: Class 11 contains 26759 members 
Mstep: Class 12 contains 20882 members 
Mstep: Class 13 contains 148145 members 
Mstep: Class 14 contains 21501 members 
Mstep: Class 15 contains 7682 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 228279 members 
Mstep: Class 19 contains 15732 members 
Mstep: Class 20 contains 33216 members 
Mstep: Class 21 contains 99096 members 
Mstep: Class 22 contains 3862 members 
Mstep: Class 23 contains 101113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161046128.000000 Penalty: 73772.500000
Iteration 7F: 22 clusters Score -1.610461e+08 nChanged 132890
Entering Unmasked Mstep 
Mstep: Class 0 contains 32 members 
Mstep: Class 2 contains 91641 members 
Mstep: Class 3 contains 5672 members 
Mstep: Class 4 contains 46923 members 
Mstep: Class 5 contains 323487 members 
Mstep: Class 6 contains 170589 members 
Mstep: Class 7 contains 13473 members 
Mstep: Class 8 contains 10324 members 
Mstep: Class 9 contains 26146 members 
Mstep: Class 10 contains 11773 members 
Mstep: Class 11 contains 20947 members 
Mstep: Class 12 contains 21202 members 
Mstep: Class 13 contains 152738 members 
Mstep: Class 14 contains 21699 members 
Mstep: Class 15 contains 5190 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 247962 members 
Mstep: Class 19 contains 15637 members 
Mstep: Class 20 contains 30225 members 
Mstep: Class 21 contains 102839 members 
Mstep: Class 22 contains 3466 members 
Mstep: Class 23 contains 93833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161143232.000000 Penalty: 73772.500000
Iteration 8F: 22 clusters Score -1.611432e+08 nChanged 116367
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 2 contains 96104 members 
Mstep: Class 3 contains 4567 members 
Mstep: Class 4 contains 44888 members 
Mstep: Class 5 contains 306894 members 
Mstep: Class 6 contains 179781 members 
Mstep: Class 7 contains 12628 members 
Mstep: Class 8 contains 10663 members 
Mstep: Class 9 contains 27155 members 
Mstep: Class 10 contains 8311 members 
Mstep: Class 11 contains 16211 members 
Mstep: Class 12 contains 21337 members 
Mstep: Class 13 contains 155255 members 
Mstep: Class 14 contains 21866 members 
Mstep: Class 15 contains 4294 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 266003 members 
Mstep: Class 19 contains 15650 members 
Mstep: Class 20 contains 27743 members 
Mstep: Class 21 contains 106967 members 
Mstep: Class 22 contains 3141 members 
Mstep: Class 23 contains 86311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161226080.000000 Penalty: 73772.500000
Iteration 9F: 22 clusters Score -1.612261e+08 nChanged 98176
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 98011 members 
Mstep: Class 3 contains 3730 members 
Mstep: Class 4 contains 42949 members 
Mstep: Class 5 contains 296053 members 
Mstep: Class 6 contains 188175 members 
Mstep: Class 7 contains 11958 members 
Mstep: Class 8 contains 10851 members 
Mstep: Class 9 contains 28007 members 
Mstep: Class 10 contains 5930 members 
Mstep: Class 11 contains 12423 members 
Mstep: Class 12 contains 21448 members 
Mstep: Class 13 contains 155695 members 
Mstep: Class 14 contains 22009 members 
Mstep: Class 15 contains 3952 members 
Mstep: Class 16 contains 2868 members 
Mstep: Class 17 contains 279941 members 
Mstep: Class 19 contains 15728 members 
Mstep: Class 20 contains 25868 members 
Mstep: Class 21 contains 110405 members 
Mstep: Class 22 contains 2895 members 
Mstep: Class 23 contains 79741 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161280352.000000 Penalty: 73772.500000
Iteration 10F: 22 clusters Score -1.612804e+08 nChanged 80785
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 2 contains 98118 members 
Mstep: Class 3 contains 3158 members 
Mstep: Class 4 contains 41369 members 
Mstep: Class 5 contains 289093 members 
Mstep: Class 6 contains 195894 members 
Mstep: Class 7 contains 11395 members 
Mstep: Class 8 contains 11028 members 
Mstep: Class 9 contains 28628 members 
Mstep: Class 10 contains 4435 members 
Mstep: Class 11 contains 9575 members 
Mstep: Class 12 contains 21502 members 
Mstep: Class 13 contains 155486 members 
Mstep: Class 14 contains 22045 members 
Mstep: Class 15 contains 3840 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 289838 members 
Mstep: Class 19 contains 15948 members 
Mstep: Class 20 contains 24274 members 
Mstep: Class 21 contains 113020 members 
Mstep: Class 22 contains 2689 members 
Mstep: Class 23 contains 74436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161313728.000000 Penalty: 73772.500000
Iteration 11F: 22 clusters Score -1.613137e+08 nChanged 67156
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 97745 members 
Mstep: Class 3 contains 2722 members 
Mstep: Class 4 contains 40063 members 
Mstep: Class 5 contains 281139 members 
Mstep: Class 6 contains 204355 members 
Mstep: Class 7 contains 10972 members 
Mstep: Class 8 contains 11137 members 
Mstep: Class 9 contains 29152 members 
Mstep: Class 10 contains 3531 members 
Mstep: Class 11 contains 7835 members 
Mstep: Class 12 contains 21554 members 
Mstep: Class 13 contains 155142 members 
Mstep: Class 14 contains 22000 members 
Mstep: Class 15 contains 3817 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 297616 members 
Mstep: Class 19 contains 16259 members 
Mstep: Class 20 contains 22850 members 
Mstep: Class 21 contains 115023 members 
Mstep: Class 22 contains 2547 members 
Mstep: Class 23 contains 70313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161335504.000000 Penalty: 73772.500000
Iteration 12Q: 22 clusters Score -1.613355e+08 nChanged 57636
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 97417 members 
Mstep: Class 3 contains 2392 members 
Mstep: Class 4 contains 38939 members 
Mstep: Class 5 contains 269514 members 
Mstep: Class 6 contains 214528 members 
Mstep: Class 7 contains 10659 members 
Mstep: Class 8 contains 11184 members 
Mstep: Class 9 contains 29634 members 
Mstep: Class 10 contains 2977 members 
Mstep: Class 11 contains 6886 members 
Mstep: Class 12 contains 21646 members 
Mstep: Class 13 contains 155324 members 
Mstep: Class 14 contains 21885 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 304529 members 
Mstep: Class 19 contains 16575 members 
Mstep: Class 20 contains 21526 members 
Mstep: Class 21 contains 116805 members 
Mstep: Class 22 contains 2466 members 
Mstep: Class 23 contains 67086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343776.000000 Penalty: 73772.500000
Iteration 13Q: 22 clusters Score -1.613438e+08 nChanged 54737
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 97232 members 
Mstep: Class 3 contains 2178 members 
Mstep: Class 4 contains 38080 members 
Mstep: Class 5 contains 253680 members 
Mstep: Class 6 contains 227177 members 
Mstep: Class 7 contains 10424 members 
Mstep: Class 8 contains 11238 members 
Mstep: Class 9 contains 30069 members 
Mstep: Class 10 contains 2702 members 
Mstep: Class 11 contains 6502 members 
Mstep: Class 12 contains 21770 members 
Mstep: Class 13 contains 156099 members 
Mstep: Class 14 contains 21717 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 309998 members 
Mstep: Class 19 contains 16910 members 
Mstep: Class 20 contains 20338 members 
Mstep: Class 21 contains 118779 members 
Mstep: Class 22 contains 2399 members 
Mstep: Class 23 contains 64676 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161348784.000000 Penalty: 73772.500000
Iteration 14Q: 22 clusters Score -1.613488e+08 nChanged 53438
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 96861 members 
Mstep: Class 3 contains 2031 members 
Mstep: Class 4 contains 37407 members 
Mstep: Class 5 contains 237138 members 
Mstep: Class 6 contains 241535 members 
Mstep: Class 7 contains 10196 members 
Mstep: Class 8 contains 11326 members 
Mstep: Class 9 contains 30459 members 
Mstep: Class 10 contains 2560 members 
Mstep: Class 11 contains 6347 members 
Mstep: Class 12 contains 21894 members 
Mstep: Class 13 contains 157779 members 
Mstep: Class 14 contains 21566 members 
Mstep: Class 15 contains 3816 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 312054 members 
Mstep: Class 19 contains 17185 members 
Mstep: Class 20 contains 19270 members 
Mstep: Class 21 contains 121260 members 
Mstep: Class 22 contains 2351 members 
Mstep: Class 23 contains 62737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161352576.000000 Penalty: 73772.500000
Iteration 15Q: 22 clusters Score -1.613526e+08 nChanged 49277
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 96594 members 
Mstep: Class 3 contains 1956 members 
Mstep: Class 4 contains 36772 members 
Mstep: Class 5 contains 222227 members 
Mstep: Class 6 contains 256990 members 
Mstep: Class 7 contains 10023 members 
Mstep: Class 8 contains 11442 members 
Mstep: Class 9 contains 30822 members 
Mstep: Class 10 contains 2453 members 
Mstep: Class 11 contains 6345 members 
Mstep: Class 12 contains 21989 members 
Mstep: Class 13 contains 160130 members 
Mstep: Class 14 contains 21403 members 
Mstep: Class 15 contains 3827 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 309537 members 
Mstep: Class 19 contains 17437 members 
Mstep: Class 20 contains 18266 members 
Mstep: Class 21 contains 123914 members 
Mstep: Class 22 contains 2319 members 
Mstep: Class 23 contains 61325 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161361904.000000 Penalty: 73772.500000
Iteration 16Q: 22 clusters Score -1.613619e+08 nChanged 43599
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 96306 members 
Mstep: Class 3 contains 1892 members 
Mstep: Class 4 contains 36199 members 
Mstep: Class 5 contains 209771 members 
Mstep: Class 6 contains 272859 members 
Mstep: Class 7 contains 9893 members 
Mstep: Class 8 contains 11547 members 
Mstep: Class 9 contains 31110 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 6386 members 
Mstep: Class 12 contains 22101 members 
Mstep: Class 13 contains 162801 members 
Mstep: Class 14 contains 21222 members 
Mstep: Class 15 contains 3829 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 303852 members 
Mstep: Class 19 contains 17703 members 
Mstep: Class 20 contains 17350 members 
Mstep: Class 21 contains 126119 members 
Mstep: Class 22 contains 2288 members 
Mstep: Class 23 contains 60137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161374208.000000 Penalty: 73772.500000
Iteration 17Q: 22 clusters Score -1.613742e+08 nChanged 37329
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 96002 members 
Mstep: Class 3 contains 1834 members 
Mstep: Class 4 contains 35595 members 
Mstep: Class 5 contains 200104 members 
Mstep: Class 6 contains 288145 members 
Mstep: Class 7 contains 9786 members 
Mstep: Class 8 contains 11664 members 
Mstep: Class 9 contains 31374 members 
Mstep: Class 10 contains 2373 members 
Mstep: Class 11 contains 6417 members 
Mstep: Class 12 contains 22184 members 
Mstep: Class 13 contains 164937 members 
Mstep: Class 14 contains 21073 members 
Mstep: Class 15 contains 3809 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 296865 members 
Mstep: Class 19 contains 17868 members 
Mstep: Class 20 contains 16563 members 
Mstep: Class 21 contains 127768 members 
Mstep: Class 22 contains 2263 members 
Mstep: Class 23 contains 59147 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161387104.000000 Penalty: 73772.500000
Iteration 18Q: 22 clusters Score -1.613871e+08 nChanged 32109
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 95784 members 
Mstep: Class 3 contains 1803 members 
Mstep: Class 4 contains 35031 members 
Mstep: Class 5 contains 192028 members 
Mstep: Class 6 contains 302381 members 
Mstep: Class 7 contains 9706 members 
Mstep: Class 8 contains 11781 members 
Mstep: Class 9 contains 31595 members 
Mstep: Class 10 contains 2352 members 
Mstep: Class 11 contains 6447 members 
Mstep: Class 12 contains 22286 members 
Mstep: Class 13 contains 166456 members 
Mstep: Class 14 contains 20909 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 290619 members 
Mstep: Class 19 contains 17954 members 
Mstep: Class 20 contains 15883 members 
Mstep: Class 21 contains 128436 members 
Mstep: Class 22 contains 2252 members 
Mstep: Class 23 contains 58265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161394032.000000 Penalty: 73772.500000
Iteration 19Q: 22 clusters Score -1.61394e+08 nChanged 36890
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 95884 members 
Mstep: Class 3 contains 1777 members 
Mstep: Class 4 contains 34583 members 
Mstep: Class 5 contains 180303 members 
Mstep: Class 6 contains 320925 members 
Mstep: Class 7 contains 9637 members 
Mstep: Class 8 contains 11910 members 
Mstep: Class 9 contains 31786 members 
Mstep: Class 10 contains 2333 members 
Mstep: Class 11 contains 6516 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 167740 members 
Mstep: Class 14 contains 20755 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 282828 members 
Mstep: Class 19 contains 18051 members 
Mstep: Class 20 contains 15325 members 
Mstep: Class 21 contains 129266 members 
Mstep: Class 22 contains 2237 members 
Mstep: Class 23 contains 57752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161384256.000000 Penalty: 73772.500000
Iteration 20F: 22 clusters Score -1.613843e+08 nChanged 56176
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 96948 members 
Mstep: Class 3 contains 1748 members 
Mstep: Class 4 contains 34201 members 
Mstep: Class 5 contains 159797 members 
Mstep: Class 6 contains 345548 members 
Mstep: Class 7 contains 9582 members 
Mstep: Class 8 contains 12038 members 
Mstep: Class 9 contains 31955 members 
Mstep: Class 10 contains 2345 members 
Mstep: Class 11 contains 6703 members 
Mstep: Class 12 contains 22418 members 
Mstep: Class 13 contains 169490 members 
Mstep: Class 14 contains 20602 members 
Mstep: Class 15 contains 3798 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 274252 members 
Mstep: Class 19 contains 18113 members 
Mstep: Class 20 contains 14867 members 
Mstep: Class 21 contains 131474 members 
Mstep: Class 22 contains 2220 members 
Mstep: Class 23 contains 57673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161338208.000000 Penalty: 73772.500000
Iteration 21Q: 22 clusters Score -1.613382e+08 nChanged 67794
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 98945 members 
Mstep: Class 3 contains 1742 members 
Mstep: Class 4 contains 33907 members 
Mstep: Class 5 contains 137515 members 
Mstep: Class 6 contains 359709 members 
Mstep: Class 7 contains 9530 members 
Mstep: Class 8 contains 12152 members 
Mstep: Class 9 contains 32103 members 
Mstep: Class 10 contains 2386 members 
Mstep: Class 11 contains 7028 members 
Mstep: Class 12 contains 22481 members 
Mstep: Class 13 contains 173496 members 
Mstep: Class 14 contains 20479 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 271728 members 
Mstep: Class 19 contains 18201 members 
Mstep: Class 20 contains 14514 members 
Mstep: Class 21 contains 135654 members 
Mstep: Class 22 contains 2206 members 
Mstep: Class 23 contains 58193 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161303280.000000 Penalty: 73772.500000
Iteration 22Q: 22 clusters Score -1.613033e+08 nChanged 59879
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 100720 members 
Mstep: Class 3 contains 1742 members 
Mstep: Class 4 contains 33678 members 
Mstep: Class 5 contains 124233 members 
Mstep: Class 6 contains 355278 members 
Mstep: Class 7 contains 9486 members 
Mstep: Class 8 contains 12281 members 
Mstep: Class 9 contains 32259 members 
Mstep: Class 10 contains 2407 members 
Mstep: Class 11 contains 7375 members 
Mstep: Class 12 contains 22542 members 
Mstep: Class 13 contains 179180 members 
Mstep: Class 14 contains 20343 members 
Mstep: Class 15 contains 3805 members 
Mstep: Class 16 contains 2866 members 
Mstep: Class 17 contains 275241 members 
Mstep: Class 19 contains 18287 members 
Mstep: Class 20 contains 14266 members 
Mstep: Class 21 contains 141356 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 59094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161310496.000000 Penalty: 73772.500000
Iteration 23Q: 22 clusters Score -1.613105e+08 nChanged 44824
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 101443 members 
Mstep: Class 3 contains 1737 members 
Mstep: Class 4 contains 33376 members 
Mstep: Class 5 contains 117903 members 
Mstep: Class 6 contains 343286 members 
Mstep: Class 7 contains 9446 members 
Mstep: Class 8 contains 12415 members 
Mstep: Class 9 contains 32409 members 
Mstep: Class 10 contains 2410 members 
Mstep: Class 11 contains 7656 members 
Mstep: Class 12 contains 22605 members 
Mstep: Class 13 contains 185047 members 
Mstep: Class 14 contains 20193 members 
Mstep: Class 15 contains 3809 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 280897 members 
Mstep: Class 19 contains 18376 members 
Mstep: Class 20 contains 14048 members 
Mstep: Class 21 contains 146734 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 59778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161333456.000000 Penalty: 73772.500000
Iteration 24Q: 22 clusters Score -1.613335e+08 nChanged 35211
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 101203 members 
Mstep: Class 3 contains 1734 members 
Mstep: Class 4 contains 33086 members 
Mstep: Class 5 contains 114546 members 
Mstep: Class 6 contains 332865 members 
Mstep: Class 7 contains 9410 members 
Mstep: Class 8 contains 12524 members 
Mstep: Class 9 contains 32508 members 
Mstep: Class 10 contains 2404 members 
Mstep: Class 11 contains 7817 members 
Mstep: Class 12 contains 22632 members 
Mstep: Class 13 contains 189673 members 
Mstep: Class 14 contains 20090 members 
Mstep: Class 15 contains 3810 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 285633 members 
Mstep: Class 19 contains 18438 members 
Mstep: Class 20 contains 13819 members 
Mstep: Class 21 contains 151225 members 
Mstep: Class 22 contains 2203 members 
Mstep: Class 23 contains 60151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161354128.000000 Penalty: 73772.500000
Iteration 25Q: 22 clusters Score -1.613541e+08 nChanged 29886
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 100385 members 
Mstep: Class 3 contains 1725 members 
Mstep: Class 4 contains 32787 members 
Mstep: Class 5 contains 112843 members 
Mstep: Class 6 contains 324729 members 
Mstep: Class 7 contains 9380 members 
Mstep: Class 8 contains 12653 members 
Mstep: Class 9 contains 32591 members 
Mstep: Class 10 contains 2405 members 
Mstep: Class 11 contains 7959 members 
Mstep: Class 12 contains 22655 members 
Mstep: Class 13 contains 193145 members 
Mstep: Class 14 contains 19973 members 
Mstep: Class 15 contains 3813 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 288880 members 
Mstep: Class 19 contains 18492 members 
Mstep: Class 20 contains 13592 members 
Mstep: Class 21 contains 155258 members 
Mstep: Class 22 contains 2198 members 
Mstep: Class 23 contains 60308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161369360.000000 Penalty: 73772.500000
Iteration 26Q: 22 clusters Score -1.613694e+08 nChanged 26478
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 99370 members 
Mstep: Class 3 contains 1724 members 
Mstep: Class 4 contains 32533 members 
Mstep: Class 5 contains 112163 members 
Mstep: Class 6 contains 318478 members 
Mstep: Class 7 contains 9364 members 
Mstep: Class 8 contains 12772 members 
Mstep: Class 9 contains 32674 members 
Mstep: Class 10 contains 2406 members 
Mstep: Class 11 contains 8018 members 
Mstep: Class 12 contains 22660 members 
Mstep: Class 13 contains 195597 members 
Mstep: Class 14 contains 19837 members 
Mstep: Class 15 contains 3811 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 291204 members 
Mstep: Class 19 contains 18522 members 
Mstep: Class 20 contains 13349 members 
Mstep: Class 21 contains 158727 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 60365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161379568.000000 Penalty: 73772.500000
Iteration 27Q: 22 clusters Score -1.613796e+08 nChanged 23271
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 98354 members 
Mstep: Class 3 contains 1724 members 
Mstep: Class 4 contains 32321 members 
Mstep: Class 5 contains 112181 members 
Mstep: Class 6 contains 313625 members 
Mstep: Class 7 contains 9349 members 
Mstep: Class 8 contains 12886 members 
Mstep: Class 9 contains 32761 members 
Mstep: Class 10 contains 2413 members 
Mstep: Class 11 contains 8055 members 
Mstep: Class 12 contains 22649 members 
Mstep: Class 13 contains 197288 members 
Mstep: Class 14 contains 19712 members 
Mstep: Class 15 contains 3799 members 
Mstep: Class 16 contains 2867 members 
Mstep: Class 17 contains 292657 members 
Mstep: Class 19 contains 18570 members 
Mstep: Class 20 contains 13134 members 
Mstep: Class 21 contains 161780 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 60320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161385968.000000 Penalty: 73772.500000
Iteration 28Q: 22 clusters Score -1.61386e+08 nChanged 20900
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 97390 members 
Mstep: Class 3 contains 1717 members 
Mstep: Class 4 contains 32132 members 
Mstep: Class 5 contains 112641 members 
Mstep: Class 6 contains 309321 members 
Mstep: Class 7 contains 9323 members 
Mstep: Class 8 contains 13014 members 
Mstep: Class 9 contains 32821 members 
Mstep: Class 10 contains 2411 members 
Mstep: Class 11 contains 8042 members 
Mstep: Class 12 contains 22635 members 
Mstep: Class 13 contains 198620 members 
Mstep: Class 14 contains 19587 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 2868 members 
Mstep: Class 17 contains 293695 members 
Mstep: Class 19 contains 18626 members 
Mstep: Class 20 contains 12951 members 
Mstep: Class 21 contains 164584 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 60268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161392576.000000 Penalty: 73772.500000
Iteration 29Q: 22 clusters Score -1.613926e+08 nChanged 18602
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 96584 members 
Mstep: Class 3 contains 1714 members 
Mstep: Class 4 contains 31962 members 
Mstep: Class 5 contains 113250 members 
Mstep: Class 6 contains 305982 members 
Mstep: Class 7 contains 9311 members 
Mstep: Class 8 contains 13141 members 
Mstep: Class 9 contains 32897 members 
Mstep: Class 10 contains 2398 members 
Mstep: Class 11 contains 8038 members 
Mstep: Class 12 contains 22620 members 
Mstep: Class 13 contains 199529 members 
Mstep: Class 14 contains 19452 members 
Mstep: Class 15 contains 3806 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 294168 members 
Mstep: Class 19 contains 18669 members 
Mstep: Class 20 contains 12766 members 
Mstep: Class 21 contains 167063 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 60226 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161396800.000000 Penalty: 73772.500000
Iteration 30Q: 22 clusters Score -1.613968e+08 nChanged 16785
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 95956 members 
Mstep: Class 3 contains 1707 members 
Mstep: Class 4 contains 31809 members 
Mstep: Class 5 contains 113899 members 
Mstep: Class 6 contains 303644 members 
Mstep: Class 7 contains 9301 members 
Mstep: Class 8 contains 13274 members 
Mstep: Class 9 contains 32955 members 
Mstep: Class 10 contains 2374 members 
Mstep: Class 11 contains 8032 members 
Mstep: Class 12 contains 22609 members 
Mstep: Class 13 contains 200068 members 
Mstep: Class 14 contains 19290 members 
Mstep: Class 15 contains 3808 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 294063 members 
Mstep: Class 19 contains 18729 members 
Mstep: Class 20 contains 12593 members 
Mstep: Class 21 contains 169274 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 60190 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161399952.000000 Penalty: 73772.500000
Iteration 31Q: 22 clusters Score -1.614e+08 nChanged 15034
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 95420 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 31711 members 
Mstep: Class 5 contains 114557 members 
Mstep: Class 6 contains 302005 members 
Mstep: Class 7 contains 9275 members 
Mstep: Class 8 contains 13443 members 
Mstep: Class 9 contains 33025 members 
Mstep: Class 10 contains 2354 members 
Mstep: Class 11 contains 8031 members 
Mstep: Class 12 contains 22581 members 
Mstep: Class 13 contains 200206 members 
Mstep: Class 14 contains 19117 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 293693 members 
Mstep: Class 19 contains 18780 members 
Mstep: Class 20 contains 12461 members 
Mstep: Class 21 contains 171254 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 60148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161401056.000000 Penalty: 73772.500000
Iteration 32Q: 22 clusters Score -1.614011e+08 nChanged 13678
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 94994 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 31618 members 
Mstep: Class 5 contains 115245 members 
Mstep: Class 6 contains 300844 members 
Mstep: Class 7 contains 9262 members 
Mstep: Class 8 contains 13609 members 
Mstep: Class 9 contains 33072 members 
Mstep: Class 10 contains 2338 members 
Mstep: Class 11 contains 8019 members 
Mstep: Class 12 contains 22556 members 
Mstep: Class 13 contains 200210 members 
Mstep: Class 14 contains 18948 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 293196 members 
Mstep: Class 19 contains 18829 members 
Mstep: Class 20 contains 12318 members 
Mstep: Class 21 contains 172862 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 60145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161403696.000000 Penalty: 73772.500000
Iteration 33Q: 22 clusters Score -1.614037e+08 nChanged 12497
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 94713 members 
Mstep: Class 3 contains 1706 members 
Mstep: Class 4 contains 31536 members 
Mstep: Class 5 contains 115791 members 
Mstep: Class 6 contains 299846 members 
Mstep: Class 7 contains 9244 members 
Mstep: Class 8 contains 13779 members 
Mstep: Class 9 contains 33110 members 
Mstep: Class 10 contains 2328 members 
Mstep: Class 11 contains 8045 members 
Mstep: Class 12 contains 22549 members 
Mstep: Class 13 contains 200151 members 
Mstep: Class 14 contains 18780 members 
Mstep: Class 15 contains 3805 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 292596 members 
Mstep: Class 19 contains 18873 members 
Mstep: Class 20 contains 12182 members 
Mstep: Class 21 contains 174397 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 60144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161404672.000000 Penalty: 73772.500000
Iteration 34Q: 22 clusters Score -1.614047e+08 nChanged 11799
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 94455 members 
Mstep: Class 3 contains 1708 members 
Mstep: Class 4 contains 31496 members 
Mstep: Class 5 contains 116304 members 
Mstep: Class 6 contains 299068 members 
Mstep: Class 7 contains 9228 members 
Mstep: Class 8 contains 13947 members 
Mstep: Class 9 contains 33153 members 
Mstep: Class 10 contains 2322 members 
Mstep: Class 11 contains 8065 members 
Mstep: Class 12 contains 22541 members 
Mstep: Class 13 contains 200015 members 
Mstep: Class 14 contains 18610 members 
Mstep: Class 15 contains 3800 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 291938 members 
Mstep: Class 19 contains 18920 members 
Mstep: Class 20 contains 12080 members 
Mstep: Class 21 contains 175802 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 60123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161405984.000000 Penalty: 73772.500000
Iteration 35Q: 22 clusters Score -1.61406e+08 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 94272 members 
Mstep: Class 3 contains 1702 members 
Mstep: Class 4 contains 31465 members 
Mstep: Class 5 contains 116816 members 
Mstep: Class 6 contains 298468 members 
Mstep: Class 7 contains 9213 members 
Mstep: Class 8 contains 14125 members 
Mstep: Class 9 contains 33193 members 
Mstep: Class 10 contains 2314 members 
Mstep: Class 11 contains 8052 members 
Mstep: Class 12 contains 22539 members 
Mstep: Class 13 contains 199849 members 
Mstep: Class 14 contains 18425 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 291314 members 
Mstep: Class 19 contains 18952 members 
Mstep: Class 20 contains 11984 members 
Mstep: Class 21 contains 176937 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161407344.000000 Penalty: 73772.500000
Iteration 36Q: 22 clusters Score -1.614073e+08 nChanged 10603
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 94112 members 
Mstep: Class 3 contains 1704 members 
Mstep: Class 4 contains 31404 members 
Mstep: Class 5 contains 117322 members 
Mstep: Class 6 contains 298019 members 
Mstep: Class 7 contains 9217 members 
Mstep: Class 8 contains 14308 members 
Mstep: Class 9 contains 33229 members 
Mstep: Class 10 contains 2310 members 
Mstep: Class 11 contains 7991 members 
Mstep: Class 12 contains 22538 members 
Mstep: Class 13 contains 199748 members 
Mstep: Class 14 contains 18219 members 
Mstep: Class 15 contains 3802 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 290628 members 
Mstep: Class 19 contains 18986 members 
Mstep: Class 20 contains 11898 members 
Mstep: Class 21 contains 177943 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161408720.000000 Penalty: 73772.500000
Iteration 37Q: 22 clusters Score -1.614087e+08 nChanged 10076
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 93981 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 31329 members 
Mstep: Class 5 contains 117778 members 
Mstep: Class 6 contains 297621 members 
Mstep: Class 7 contains 9209 members 
Mstep: Class 8 contains 14495 members 
Mstep: Class 9 contains 33271 members 
Mstep: Class 10 contains 2300 members 
Mstep: Class 11 contains 7928 members 
Mstep: Class 12 contains 22540 members 
Mstep: Class 13 contains 199646 members 
Mstep: Class 14 contains 18036 members 
Mstep: Class 15 contains 3803 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 290033 members 
Mstep: Class 19 contains 19018 members 
Mstep: Class 20 contains 11817 members 
Mstep: Class 21 contains 178834 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 60231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161409568.000000 Penalty: 73772.500000
Iteration 38Q: 22 clusters Score -1.614096e+08 nChanged 9693
Entering ConstructFrom: 
Score: -161409568.000000 Penalty: 73772.500000
Entering ConstructFrom: 
Trying to split cluster 2 (93866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93866 members 
Entering Unmasked Estep 
Score: -10755885.000000 Penalty: 2839.506592
	Iteration 0F: 2 clusters Score -1.075588e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47045 members 
Mstep: Class 2 contains 46821 members 
Entering Unmasked Estep 
Score: -10693147.000000 Penalty: 5679.013184
	Iteration 0F: 3 clusters Score -1.069315e+07 nChanged 44289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48484 members 
Mstep: Class 2 contains 45382 members 
Entering Unmasked Estep 
Score: -10718197.000000 Penalty: 5679.013184
	Iteration 1F: 3 clusters Score -1.07182e+07 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49503 members 
Mstep: Class 2 contains 44363 members 
Entering Unmasked Estep 
Score: -10718953.000000 Penalty: 5679.013184
	Iteration 2Q: 3 clusters Score -1.071895e+07 nChanged 3110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51029 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -10719690.000000 Penalty: 5679.013184
	Iteration 3Q: 3 clusters Score -1.071969e+07 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53306 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -10720730.000000 Penalty: 5679.013184
	Iteration 4Q: 3 clusters Score -1.072073e+07 nChanged 3985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56693 members 
Mstep: Class 2 contains 37173 members 
Entering Unmasked Estep 
Score: -10722338.000000 Penalty: 5679.013184
	Iteration 5Q: 3 clusters Score -1.072234e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61608 members 
Mstep: Class 2 contains 32258 members 
Entering Unmasked Estep 
Score: -10725197.000000 Penalty: 5679.013184
	Iteration 6F: 3 clusters Score -1.07252e+07 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68140 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -10729797.000000 Penalty: 5679.013184
	Iteration 7F: 3 clusters Score -1.07298e+07 nChanged 7802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75910 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -10736321.000000 Penalty: 5679.013184
	Iteration 8F: 3 clusters Score -1.073632e+07 nChanged 7605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83505 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -10743663.000000 Penalty: 5679.013184
	Iteration 9F: 3 clusters Score -1.074366e+07 nChanged 5506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89009 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -10749009.000000 Penalty: 5679.013184
	Iteration 10F: 3 clusters Score -1.074901e+07 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91954 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10751789.000000 Penalty: 5679.013184
	Iteration 11Q: 3 clusters Score -1.075179e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93013 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -10752761.000000 Penalty: 5679.013184
	Iteration 12Q: 3 clusters Score -1.075276e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93363 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -10753078.000000 Penalty: 5679.013184
	Iteration 13Q: 3 clusters Score -1.075308e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93493 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10753219.000000 Penalty: 5679.013184
	Iteration 14Q: 3 clusters Score -1.075322e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93540 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10753288.000000 Penalty: 5679.013184
	Iteration 15Q: 3 clusters Score -1.075329e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93559 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -10753316.000000 Penalty: 5679.013184
	Iteration 16Q: 3 clusters Score -1.075332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93574 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10753346.000000 Penalty: 5679.013184
	Iteration 17Q: 3 clusters Score -1.075335e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93576 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10753346.000000 Penalty: 5679.013184
	Iteration 18Q: 3 clusters Score -1.075335e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93578 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -10753348.000000 Penalty: 5679.013184
	Iteration 19Q: 3 clusters Score -1.075335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10753348.000000 Penalty: 5679.013184
	Iteration 20F: 3 clusters Score -1.075335e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93580 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -10753343.000000 Penalty: 5679.013184
	Iteration 21Q: 3 clusters Score -1.075334e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10753344.000000 Penalty: 5679.013184
	Iteration 22Q: 3 clusters Score -1.075334e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93581 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10753344.000000 Penalty: 5679.013184
	Iteration 23F: 3 clusters Score -1.075334e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Entering Unmasked Estep 
Score: -175680.156250 Penalty: 1845.447510
	Iteration 0F: 2 clusters Score -175680.2 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 824 members 
Entering Unmasked Estep 
Score: -173273.125000 Penalty: 3690.895020
	Iteration 0F: 3 clusters Score -173273.1 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -173693.218750 Penalty: 3690.895020
	Iteration 1F: 3 clusters Score -173693.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -173811.437500 Penalty: 3690.895020
	Iteration 2F: 3 clusters Score -173811.4 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -173884.187500 Penalty: 3690.895020
	Iteration 3Q: 3 clusters Score -173884.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -173935.515625 Penalty: 3690.895020
	Iteration 4Q: 3 clusters Score -173935.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -173964.156250 Penalty: 3690.895020
	Iteration 5Q: 3 clusters Score -173964.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -173996.828125 Penalty: 3690.895020
	Iteration 6Q: 3 clusters Score -173996.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -174016.781250 Penalty: 3690.895020
	Iteration 7Q: 3 clusters Score -174016.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -174031.687500 Penalty: 3690.895020
	Iteration 8Q: 3 clusters Score -174031.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -174043.562500 Penalty: 3690.895020
	Iteration 9Q: 3 clusters Score -174043.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -174059.875000 Penalty: 3690.895020
	Iteration 10Q: 3 clusters Score -174059.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -174068.890625 Penalty: 3690.895020
	Iteration 11Q: 3 clusters Score -174068.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -174079.375000 Penalty: 3690.895020
	Iteration 12Q: 3 clusters Score -174079.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -174087.125000 Penalty: 3690.895020
	Iteration 13Q: 3 clusters Score -174087.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174097.250000 Penalty: 3690.895020
	Iteration 14Q: 3 clusters Score -174097.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -174101.781250 Penalty: 3690.895020
	Iteration 15Q: 3 clusters Score -174101.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -174105.609375 Penalty: 3690.895020
	Iteration 16Q: 3 clusters Score -174105.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -174110.140625 Penalty: 3690.895020
	Iteration 17Q: 3 clusters Score -174110.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -174120.984375 Penalty: 3690.895020
	Iteration 18Q: 3 clusters Score -174121 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -174131.859375 Penalty: 3690.895020
	Iteration 19Q: 3 clusters Score -174131.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -174143.078125 Penalty: 3690.895020
	Iteration 20F: 3 clusters Score -174143.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -174160.500000 Penalty: 3690.895020
	Iteration 21Q: 3 clusters Score -174160.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -174179.890625 Penalty: 3690.895020
	Iteration 22Q: 3 clusters Score -174179.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -174192.921875 Penalty: 3690.895020
	Iteration 23Q: 3 clusters Score -174192.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -174198.578125 Penalty: 3690.895020
	Iteration 24Q: 3 clusters Score -174198.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -174200.078125 Penalty: 3690.895020
	Iteration 25Q: 3 clusters Score -174200.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -174200.359375 Penalty: 3690.895020
	Iteration 26Q: 3 clusters Score -174200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -174201.187500 Penalty: 3690.895020
	Iteration 27Q: 3 clusters Score -174201.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -174201.656250 Penalty: 3690.895020
	Iteration 28Q: 3 clusters Score -174201.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -174201.656250 Penalty: 3690.895020
	Iteration 29F: 3 clusters Score -174201.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (31264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Entering Unmasked Estep 
Score: -3421794.250000 Penalty: 2566.855225
	Iteration 0F: 2 clusters Score -3421794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3400405.000000 Penalty: 5133.710449
	Iteration 0F: 3 clusters Score -3400405 nChanged 14157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
Score: -3408726.750000 Penalty: 5133.710449
	Iteration 1F: 3 clusters Score -3408727 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 16043 members 
Entering Unmasked Estep 
Score: -3410405.750000 Penalty: 5133.710449
	Iteration 2F: 3 clusters Score -3410406 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -3412338.750000 Penalty: 5133.710449
	Iteration 3F: 3 clusters Score -3412339 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15067 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -3414380.500000 Penalty: 5133.710449
	Iteration 4F: 3 clusters Score -3414380 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 16088 members 
Entering Unmasked Estep 
Score: -3415896.500000 Penalty: 5133.710449
	Iteration 5F: 3 clusters Score -3415896 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3416917.750000 Penalty: 5133.710449
	Iteration 6F: 3 clusters Score -3416918 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 15503 members 
Entering Unmasked Estep 
Score: -3417572.000000 Penalty: 5133.710449
	Iteration 7Q: 3 clusters Score -3417572 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -3418005.500000 Penalty: 5133.710449
	Iteration 8Q: 3 clusters Score -3418006 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 14835 members 
Entering Unmasked Estep 
Score: -3418319.000000 Penalty: 5133.710449
	Iteration 9Q: 3 clusters Score -3418319 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -3418535.750000 Penalty: 5133.710449
	Iteration 10Q: 3 clusters Score -3418536 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 14158 members 
Entering Unmasked Estep 
Score: -3418713.750000 Penalty: 5133.710449
	Iteration 11Q: 3 clusters Score -3418714 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -3418859.500000 Penalty: 5133.710449
	Iteration 12Q: 3 clusters Score -3418860 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17769 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -3418962.750000 Penalty: 5133.710449
	Iteration 13Q: 3 clusters Score -3418963 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18050 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -3419043.500000 Penalty: 5133.710449
	Iteration 14Q: 3 clusters Score -3419044 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -3419100.500000 Penalty: 5133.710449
	Iteration 15Q: 3 clusters Score -3419100 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -3419166.500000 Penalty: 5133.710449
	Iteration 16Q: 3 clusters Score -3419166 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -3419218.000000 Penalty: 5133.710449
	Iteration 17Q: 3 clusters Score -3419218 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 12189 members 
Entering Unmasked Estep 
Score: -3419288.750000 Penalty: 5133.710449
	Iteration 18Q: 3 clusters Score -3419289 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 11947 members 
Entering Unmasked Estep 
Score: -3419327.250000 Penalty: 5133.710449
	Iteration 19Q: 3 clusters Score -3419327 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 11718 members 
Entering Unmasked Estep 
Score: -3419383.000000 Penalty: 5133.710449
	Iteration 20F: 3 clusters Score -3419383 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19764 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -3419428.500000 Penalty: 5133.710449
	Iteration 21Q: 3 clusters Score -3419428 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 11281 members 
Entering Unmasked Estep 
Score: -3419463.750000 Penalty: 5133.710449
	Iteration 22Q: 3 clusters Score -3419464 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -3419495.750000 Penalty: 5133.710449
	Iteration 23Q: 3 clusters Score -3419496 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 10907 members 
Entering Unmasked Estep 
Score: -3419520.750000 Penalty: 5133.710449
	Iteration 24Q: 3 clusters Score -3419521 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 10732 members 
Entering Unmasked Estep 
Score: -3419545.250000 Penalty: 5133.710449
	Iteration 25Q: 3 clusters Score -3419545 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20729 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -3419585.250000 Penalty: 5133.710449
	Iteration 26Q: 3 clusters Score -3419585 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3419609.250000 Penalty: 5133.710449
	Iteration 27Q: 3 clusters Score -3419609 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -3419657.250000 Penalty: 5133.710449
	Iteration 28Q: 3 clusters Score -3419657 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21366 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -3419713.500000 Penalty: 5133.710449
	Iteration 29Q: 3 clusters Score -3419714 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21586 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -3419745.250000 Penalty: 5133.710449
	Iteration 30Q: 3 clusters Score -3419745 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21815 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3419803.000000 Penalty: 5133.710449
	Iteration 31Q: 3 clusters Score -3419803 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -3419886.250000 Penalty: 5133.710449
	Iteration 32Q: 3 clusters Score -3419886 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 8922 members 
Entering Unmasked Estep 
Score: -3419965.250000 Penalty: 5133.710449
	Iteration 33Q: 3 clusters Score -3419965 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 8637 members 
Entering Unmasked Estep 
Score: -3420047.500000 Penalty: 5133.710449
	Iteration 34Q: 3 clusters Score -3420048 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22923 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -3420129.250000 Penalty: 5133.710449
	Iteration 35Q: 3 clusters Score -3420129 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23238 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -3420238.000000 Penalty: 5133.710449
	Iteration 36Q: 3 clusters Score -3420238 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -3420378.750000 Penalty: 5133.710449
	Iteration 37Q: 3 clusters Score -3420379 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -3420578.250000 Penalty: 5133.710449
	Iteration 38Q: 3 clusters Score -3420578 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 6973 members 
Entering Unmasked Estep 
Score: -3420783.250000 Penalty: 5133.710449
	Iteration 39Q: 3 clusters Score -3420783 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -3420997.250000 Penalty: 5133.710449
	Iteration 40F: 3 clusters Score -3420997 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -3421221.000000 Penalty: 5133.710449
	Iteration 41Q: 3 clusters Score -3421221 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25276 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -3421363.500000 Penalty: 5133.710449
	Iteration 42Q: 3 clusters Score -3421364 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -3421463.750000 Penalty: 5133.710449
	Iteration 43Q: 3 clusters Score -3421464 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 5545 members 
Entering Unmasked Estep 
Score: -3421544.500000 Penalty: 5133.710449
	Iteration 44Q: 3 clusters Score -3421544 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -3421605.500000 Penalty: 5133.710449
	Iteration 45Q: 3 clusters Score -3421606 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -3421669.000000 Penalty: 5133.710449
	Iteration 46Q: 3 clusters Score -3421669 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26214 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -3421695.000000 Penalty: 5133.710449
	Iteration 47Q: 3 clusters Score -3421695 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26338 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -3421736.000000 Penalty: 5133.710449
	Iteration 48Q: 3 clusters Score -3421736 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -3421762.750000 Penalty: 5133.710449
	Iteration 49Q: 3 clusters Score -3421763 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -3421795.000000 Penalty: 5133.710449
	Iteration 50Q: 3 clusters Score -3421795 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -3421791.500000 Penalty: 5133.710449
	Iteration 51Q: 3 clusters Score -3421792 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 4581 members 
Entering Unmasked Estep 
Score: -3421782.750000 Penalty: 5133.710449
	Iteration 52Q: 3 clusters Score -3421783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -3421799.250000 Penalty: 5133.710449
	Iteration 53Q: 3 clusters Score -3421799 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -3421811.250000 Penalty: 5133.710449
	Iteration 54Q: 3 clusters Score -3421811 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26782 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -3421812.250000 Penalty: 5133.710449
	Iteration 55Q: 3 clusters Score -3421812 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26822 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -3421827.000000 Penalty: 5133.710449
	Iteration 56Q: 3 clusters Score -3421827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -3421826.500000 Penalty: 5133.710449
	Iteration 57Q: 3 clusters Score -3421826 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -3421833.000000 Penalty: 5133.710449
	Iteration 58Q: 3 clusters Score -3421833 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -3421839.750000 Penalty: 5133.710449
	Iteration 59Q: 3 clusters Score -3421840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26964 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -3421836.750000 Penalty: 5133.710449
	Iteration 60F: 3 clusters Score -3421837 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -3421844.750000 Penalty: 5133.710449
	Iteration 61Q: 3 clusters Score -3421845 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27010 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -3421849.750000 Penalty: 5133.710449
	Iteration 62Q: 3 clusters Score -3421850 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27027 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -3421850.500000 Penalty: 5133.710449
	Iteration 63Q: 3 clusters Score -3421850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27038 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -3421852.000000 Penalty: 5133.710449
	Iteration 64Q: 3 clusters Score -3421852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27042 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -3421848.250000 Penalty: 5133.710449
	Iteration 65Q: 3 clusters Score -3421848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27049 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -3421847.000000 Penalty: 5133.710449
	Iteration 66Q: 3 clusters Score -3421847 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -3421842.000000 Penalty: 5133.710449
	Iteration 67Q: 3 clusters Score -3421842 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -3421848.250000 Penalty: 5133.710449
	Iteration 68Q: 3 clusters Score -3421848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27055 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -3421849.500000 Penalty: 5133.710449
	Iteration 69Q: 3 clusters Score -3421850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -3421849.000000 Penalty: 5133.710449
	Iteration 70Q: 3 clusters Score -3421849 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -3421847.500000 Penalty: 5133.710449
	Iteration 71Q: 3 clusters Score -3421848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -3421845.750000 Penalty: 5133.710449
	Iteration 72Q: 3 clusters Score -3421846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27072 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -3421843.500000 Penalty: 5133.710449
	Iteration 73Q: 3 clusters Score -3421844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27075 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -3421843.500000 Penalty: 5133.710449
	Iteration 74Q: 3 clusters Score -3421844 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -3421838.750000 Penalty: 5133.710449
	Iteration 75Q: 3 clusters Score -3421839 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -3421838.500000 Penalty: 5133.710449
	Iteration 76Q: 3 clusters Score -3421838 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27089 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -3421847.750000 Penalty: 5133.710449
	Iteration 77Q: 3 clusters Score -3421848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -3421852.500000 Penalty: 5133.710449
	Iteration 78Q: 3 clusters Score -3421852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3421851.250000 Penalty: 5133.710449
	Iteration 79Q: 3 clusters Score -3421851 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -3421853.250000 Penalty: 5133.710449
	Iteration 80F: 3 clusters Score -3421853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27101 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -3421853.000000 Penalty: 5133.710449
	Iteration 81Q: 3 clusters Score -3421853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3421859.250000 Penalty: 5133.710449
	Iteration 82Q: 3 clusters Score -3421859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -3421859.250000 Penalty: 5133.710449
	Iteration 83F: 3 clusters Score -3421859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 93866 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 27104 members 
Mstep: Class 5 contains 118313 members 
Mstep: Class 6 contains 297170 members 
Mstep: Class 7 contains 9195 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 33317 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 7877 members 
Mstep: Class 12 contains 22527 members 
Mstep: Class 13 contains 199553 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 289505 members 
Mstep: Class 19 contains 19033 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 179616 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60250 members 
Entering Unmasked Estep 
Score: -161408624.000000 Penalty: 77285.476562
Splitting cluster 4 changes total score from -161409568.000000 to -161408624.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 5 (118313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118313 members 
Entering Unmasked Estep 
Score: -14013993.000000 Penalty: 2896.910156
	Iteration 0F: 2 clusters Score -1.401399e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59313 members 
Mstep: Class 2 contains 59000 members 
Entering Unmasked Estep 
Score: -13934846.000000 Penalty: 5793.820312
	Iteration 0F: 3 clusters Score -1.393485e+07 nChanged 56438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61357 members 
Mstep: Class 2 contains 56956 members 
Entering Unmasked Estep 
Score: -13967002.000000 Penalty: 5793.820312
	Iteration 1F: 3 clusters Score -1.3967e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62820 members 
Mstep: Class 2 contains 55493 members 
Entering Unmasked Estep 
Score: -13967880.000000 Penalty: 5793.820312
	Iteration 2Q: 3 clusters Score -1.396788e+07 nChanged 3844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64944 members 
Mstep: Class 2 contains 53369 members 
Entering Unmasked Estep 
Score: -13968931.000000 Penalty: 5793.820312
	Iteration 3Q: 3 clusters Score -1.396893e+07 nChanged 4607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68159 members 
Mstep: Class 2 contains 50154 members 
Entering Unmasked Estep 
Score: -13970531.000000 Penalty: 5793.820312
	Iteration 4Q: 3 clusters Score -1.397053e+07 nChanged 6107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73064 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -13973549.000000 Penalty: 5793.820312
	Iteration 5F: 3 clusters Score -1.397355e+07 nChanged 8010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79996 members 
Mstep: Class 2 contains 38317 members 
Entering Unmasked Estep 
Score: -13979064.000000 Penalty: 5793.820312
	Iteration 6F: 3 clusters Score -1.397906e+07 nChanged 9717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88693 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
Score: -13987314.000000 Penalty: 5793.820312
	Iteration 7F: 3 clusters Score -1.398731e+07 nChanged 9369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97072 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -13996307.000000 Penalty: 5793.820312
	Iteration 8F: 3 clusters Score -1.399631e+07 nChanged 6669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102735 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -14003354.000000 Penalty: 5793.820312
	Iteration 9F: 3 clusters Score -1.400335e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105307 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -14007371.000000 Penalty: 5793.820312
	Iteration 10Q: 3 clusters Score -1.400737e+07 nChanged 2409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106418 members 
Mstep: Class 2 contains 11895 members 
Entering Unmasked Estep 
Score: -14009075.000000 Penalty: 5793.820312
	Iteration 11Q: 3 clusters Score -1.400908e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107164 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -14009761.000000 Penalty: 5793.820312
	Iteration 12Q: 3 clusters Score -1.400976e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107763 members 
Mstep: Class 2 contains 10550 members 
Entering Unmasked Estep 
Score: -14010130.000000 Penalty: 5793.820312
	Iteration 13Q: 3 clusters Score -1.401013e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108290 members 
Mstep: Class 2 contains 10023 members 
Entering Unmasked Estep 
Score: -14010392.000000 Penalty: 5793.820312
	Iteration 14Q: 3 clusters Score -1.401039e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108696 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -14010502.000000 Penalty: 5793.820312
	Iteration 15Q: 3 clusters Score -1.40105e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109063 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -14010683.000000 Penalty: 5793.820312
	Iteration 16Q: 3 clusters Score -1.401068e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109376 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -14010776.000000 Penalty: 5793.820312
	Iteration 17Q: 3 clusters Score -1.401078e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109644 members 
Mstep: Class 2 contains 8669 members 
Entering Unmasked Estep 
Score: -14010909.000000 Penalty: 5793.820312
	Iteration 18Q: 3 clusters Score -1.401091e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109895 members 
Mstep: Class 2 contains 8418 members 
Entering Unmasked Estep 
Score: -14010980.000000 Penalty: 5793.820312
	Iteration 19Q: 3 clusters Score -1.401098e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110153 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -14011086.000000 Penalty: 5793.820312
	Iteration 20F: 3 clusters Score -1.401109e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110383 members 
Mstep: Class 2 contains 7930 members 
Entering Unmasked Estep 
Score: -14011096.000000 Penalty: 5793.820312
	Iteration 21Q: 3 clusters Score -1.40111e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110601 members 
Mstep: Class 2 contains 7712 members 
Entering Unmasked Estep 
Score: -14011103.000000 Penalty: 5793.820312
	Iteration 22Q: 3 clusters Score -1.40111e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110796 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -14011198.000000 Penalty: 5793.820312
	Iteration 23Q: 3 clusters Score -1.40112e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110950 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -14011225.000000 Penalty: 5793.820312
	Iteration 24Q: 3 clusters Score -1.401122e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111087 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -14011274.000000 Penalty: 5793.820312
	Iteration 25Q: 3 clusters Score -1.401127e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111199 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -14011279.000000 Penalty: 5793.820312
	Iteration 26Q: 3 clusters Score -1.401128e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111302 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -14011292.000000 Penalty: 5793.820312
	Iteration 27Q: 3 clusters Score -1.401129e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111397 members 
Mstep: Class 2 contains 6916 members 
Entering Unmasked Estep 
Score: -14011308.000000 Penalty: 5793.820312
	Iteration 28Q: 3 clusters Score -1.401131e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111479 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -14011315.000000 Penalty: 5793.820312
	Iteration 29Q: 3 clusters Score -1.401132e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111553 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -14011356.000000 Penalty: 5793.820312
	Iteration 30Q: 3 clusters Score -1.401136e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111630 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -14011379.000000 Penalty: 5793.820312
	Iteration 31Q: 3 clusters Score -1.401138e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111698 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -14011369.000000 Penalty: 5793.820312
	Iteration 32Q: 3 clusters Score -1.401137e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111765 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -14011382.000000 Penalty: 5793.820312
	Iteration 33Q: 3 clusters Score -1.401138e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -14011402.000000 Penalty: 5793.820312
	Iteration 34Q: 3 clusters Score -1.40114e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111906 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -14011425.000000 Penalty: 5793.820312
	Iteration 35Q: 3 clusters Score -1.401142e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111974 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -14011434.000000 Penalty: 5793.820312
	Iteration 36Q: 3 clusters Score -1.401143e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112027 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -14011425.000000 Penalty: 5793.820312
	Iteration 37Q: 3 clusters Score -1.401142e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112087 members 
Mstep: Class 2 contains 6226 members 
Entering Unmasked Estep 
Score: -14011448.000000 Penalty: 5793.820312
	Iteration 38Q: 3 clusters Score -1.401145e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112147 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -14011449.000000 Penalty: 5793.820312
	Iteration 39Q: 3 clusters Score -1.401145e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112214 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -14011477.000000 Penalty: 5793.820312
	Iteration 40F: 3 clusters Score -1.401148e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112274 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -14011494.000000 Penalty: 5793.820312
	Iteration 41Q: 3 clusters Score -1.401149e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112329 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -14011503.000000 Penalty: 5793.820312
	Iteration 42Q: 3 clusters Score -1.40115e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112366 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -14011516.000000 Penalty: 5793.820312
	Iteration 43Q: 3 clusters Score -1.401152e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112407 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -14011498.000000 Penalty: 5793.820312
	Iteration 44Q: 3 clusters Score -1.40115e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112443 members 
Mstep: Class 2 contains 5870 members 
Entering Unmasked Estep 
Score: -14011510.000000 Penalty: 5793.820312
	Iteration 45Q: 3 clusters Score -1.401151e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112482 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -14011520.000000 Penalty: 5793.820312
	Iteration 46Q: 3 clusters Score -1.401152e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112526 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -14011548.000000 Penalty: 5793.820312
	Iteration 47Q: 3 clusters Score -1.401155e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112565 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -14011548.000000 Penalty: 5793.820312
	Iteration 48Q: 3 clusters Score -1.401155e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112611 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -14011561.000000 Penalty: 5793.820312
	Iteration 49Q: 3 clusters Score -1.401156e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112651 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -14011574.000000 Penalty: 5793.820312
	Iteration 50Q: 3 clusters Score -1.401157e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112693 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -14011568.000000 Penalty: 5793.820312
	Iteration 51Q: 3 clusters Score -1.401157e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112731 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -14011593.000000 Penalty: 5793.820312
	Iteration 52Q: 3 clusters Score -1.401159e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112775 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -14011607.000000 Penalty: 5793.820312
	Iteration 53Q: 3 clusters Score -1.401161e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112809 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -14011595.000000 Penalty: 5793.820312
	Iteration 54Q: 3 clusters Score -1.40116e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112837 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -14011596.000000 Penalty: 5793.820312
	Iteration 55Q: 3 clusters Score -1.40116e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112875 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -14011580.000000 Penalty: 5793.820312
	Iteration 56Q: 3 clusters Score -1.401158e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112924 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -14011604.000000 Penalty: 5793.820312
	Iteration 57Q: 3 clusters Score -1.40116e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112976 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -14011607.000000 Penalty: 5793.820312
	Iteration 58Q: 3 clusters Score -1.401161e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113024 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -14011622.000000 Penalty: 5793.820312
	Iteration 59Q: 3 clusters Score -1.401162e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113059 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -14011636.000000 Penalty: 5793.820312
	Iteration 60F: 3 clusters Score -1.401164e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113095 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -14011649.000000 Penalty: 5793.820312
	Iteration 61Q: 3 clusters Score -1.401165e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113129 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -14011662.000000 Penalty: 5793.820312
	Iteration 62Q: 3 clusters Score -1.401166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113166 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -14011659.000000 Penalty: 5793.820312
	Iteration 63Q: 3 clusters Score -1.401166e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113194 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -14011651.000000 Penalty: 5793.820312
	Iteration 64Q: 3 clusters Score -1.401165e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113224 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -14011645.000000 Penalty: 5793.820312
	Iteration 65Q: 3 clusters Score -1.401164e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113252 members 
Mstep: Class 2 contains 5061 members 
Entering Unmasked Estep 
Score: -14011634.000000 Penalty: 5793.820312
	Iteration 66Q: 3 clusters Score -1.401163e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113285 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -14011632.000000 Penalty: 5793.820312
	Iteration 67Q: 3 clusters Score -1.401163e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113312 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -14011648.000000 Penalty: 5793.820312
	Iteration 68Q: 3 clusters Score -1.401165e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113344 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -14011662.000000 Penalty: 5793.820312
	Iteration 69Q: 3 clusters Score -1.401166e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113379 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -14011664.000000 Penalty: 5793.820312
	Iteration 70Q: 3 clusters Score -1.401166e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113413 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -14011670.000000 Penalty: 5793.820312
	Iteration 71Q: 3 clusters Score -1.401167e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113446 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -14011689.000000 Penalty: 5793.820312
	Iteration 72Q: 3 clusters Score -1.401169e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113488 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -14011676.000000 Penalty: 5793.820312
	Iteration 73Q: 3 clusters Score -1.401168e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113527 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -14011701.000000 Penalty: 5793.820312
	Iteration 74Q: 3 clusters Score -1.40117e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113561 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -14011684.000000 Penalty: 5793.820312
	Iteration 75Q: 3 clusters Score -1.401168e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113582 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -14011700.000000 Penalty: 5793.820312
	Iteration 76Q: 3 clusters Score -1.40117e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113601 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -14011706.000000 Penalty: 5793.820312
	Iteration 77Q: 3 clusters Score -1.401171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113620 members 
Mstep: Class 2 contains 4693 members 
Entering Unmasked Estep 
Score: -14011704.000000 Penalty: 5793.820312
	Iteration 78Q: 3 clusters Score -1.40117e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113641 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -14011708.000000 Penalty: 5793.820312
	Iteration 79Q: 3 clusters Score -1.401171e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113663 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -14011704.000000 Penalty: 5793.820312
	Iteration 80F: 3 clusters Score -1.40117e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113687 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -14011723.000000 Penalty: 5793.820312
	Iteration 81Q: 3 clusters Score -1.401172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113708 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -14011724.000000 Penalty: 5793.820312
	Iteration 82Q: 3 clusters Score -1.401172e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113730 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -14011738.000000 Penalty: 5793.820312
	Iteration 83Q: 3 clusters Score -1.401174e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113750 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -14011732.000000 Penalty: 5793.820312
	Iteration 84Q: 3 clusters Score -1.401173e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113772 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -14011734.000000 Penalty: 5793.820312
	Iteration 85Q: 3 clusters Score -1.401173e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113796 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -14011720.000000 Penalty: 5793.820312
	Iteration 86Q: 3 clusters Score -1.401172e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113818 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -14011714.000000 Penalty: 5793.820312
	Iteration 87Q: 3 clusters Score -1.401171e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113839 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -14011727.000000 Penalty: 5793.820312
	Iteration 88Q: 3 clusters Score -1.401173e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113862 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -14011731.000000 Penalty: 5793.820312
	Iteration 89Q: 3 clusters Score -1.401173e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113882 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -14011720.000000 Penalty: 5793.820312
	Iteration 90Q: 3 clusters Score -1.401172e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113903 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -14011703.000000 Penalty: 5793.820312
	Iteration 91Q: 3 clusters Score -1.40117e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113924 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -14011709.000000 Penalty: 5793.820312
	Iteration 92Q: 3 clusters Score -1.401171e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113942 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -14011720.000000 Penalty: 5793.820312
	Iteration 93Q: 3 clusters Score -1.401172e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113959 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -14011728.000000 Penalty: 5793.820312
	Iteration 94Q: 3 clusters Score -1.401173e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113966 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -14011736.000000 Penalty: 5793.820312
	Iteration 95Q: 3 clusters Score -1.401174e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113975 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -14011732.000000 Penalty: 5793.820312
	Iteration 96Q: 3 clusters Score -1.401173e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113979 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -14011737.000000 Penalty: 5793.820312
	Iteration 97Q: 3 clusters Score -1.401174e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113979 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -14011747.000000 Penalty: 5793.820312
	Iteration 98Q: 3 clusters Score -1.401175e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113980 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -14011738.000000 Penalty: 5793.820312
	Iteration 99Q: 3 clusters Score -1.401174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113983 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -14011737.000000 Penalty: 5793.820312
	Iteration 100F: 3 clusters Score -1.401174e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113986 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -14011737.000000 Penalty: 5793.820312
	Iteration 101Q: 3 clusters Score -1.401174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113987 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -14011736.000000 Penalty: 5793.820312
	Iteration 102Q: 3 clusters Score -1.401174e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113988 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -14011737.000000 Penalty: 5793.820312
	Iteration 103Q: 3 clusters Score -1.401174e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113988 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -14011737.000000 Penalty: 5793.820312
	Iteration 104F: 3 clusters Score -1.401174e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (297170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297170 members 
Entering Unmasked Estep 
Score: -34915276.000000 Penalty: 3125.310791
	Iteration 0F: 2 clusters Score -3.491528e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148936 members 
Mstep: Class 2 contains 148234 members 
Entering Unmasked Estep 
Score: -34721884.000000 Penalty: 6250.621582
	Iteration 0F: 3 clusters Score -3.472188e+07 nChanged 143893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156319 members 
Mstep: Class 2 contains 140851 members 
Entering Unmasked Estep 
Score: -34807320.000000 Penalty: 6250.621582
	Iteration 1F: 3 clusters Score -3.480732e+07 nChanged 7692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160923 members 
Mstep: Class 2 contains 136247 members 
Entering Unmasked Estep 
Score: -34808796.000000 Penalty: 6250.621582
	Iteration 2Q: 3 clusters Score -3.48088e+07 nChanged 9304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168185 members 
Mstep: Class 2 contains 128985 members 
Entering Unmasked Estep 
Score: -34811692.000000 Penalty: 6250.621582
	Iteration 3Q: 3 clusters Score -3.481169e+07 nChanged 13023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179690 members 
Mstep: Class 2 contains 117480 members 
Entering Unmasked Estep 
Score: -34817064.000000 Penalty: 6250.621582
	Iteration 4Q: 3 clusters Score -3.481706e+07 nChanged 19153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197301 members 
Mstep: Class 2 contains 99869 members 
Entering Unmasked Estep 
Score: -34828504.000000 Penalty: 6250.621582
	Iteration 5F: 3 clusters Score -3.48285e+07 nChanged 25249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221202 members 
Mstep: Class 2 contains 75968 members 
Entering Unmasked Estep 
Score: -34848592.000000 Penalty: 6250.621582
	Iteration 6F: 3 clusters Score -3.484859e+07 nChanged 28167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248543 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -34875096.000000 Penalty: 6250.621582
	Iteration 7F: 3 clusters Score -3.48751e+07 nChanged 23021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271140 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -34898968.000000 Penalty: 6250.621582
	Iteration 8F: 3 clusters Score -3.489897e+07 nChanged 12490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283322 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -34912748.000000 Penalty: 6250.621582
	Iteration 9Q: 3 clusters Score -3.491275e+07 nChanged 5019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287789 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -34919100.000000 Penalty: 6250.621582
	Iteration 10Q: 3 clusters Score -3.49191e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288989 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -34921044.000000 Penalty: 6250.621582
	Iteration 11Q: 3 clusters Score -3.492104e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289505 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -34921748.000000 Penalty: 6250.621582
	Iteration 12Q: 3 clusters Score -3.492175e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289812 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -34921856.000000 Penalty: 6250.621582
	Iteration 13Q: 3 clusters Score -3.492186e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289984 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -34921888.000000 Penalty: 6250.621582
	Iteration 14Q: 3 clusters Score -3.492189e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290081 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -34921904.000000 Penalty: 6250.621582
	Iteration 15Q: 3 clusters Score -3.49219e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290140 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -34921940.000000 Penalty: 6250.621582
	Iteration 16Q: 3 clusters Score -3.492194e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290160 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -34921980.000000 Penalty: 6250.621582
	Iteration 17Q: 3 clusters Score -3.492198e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290162 members 
Mstep: Class 2 contains 7008 members 
Entering Unmasked Estep 
Score: -34921996.000000 Penalty: 6250.621582
	Iteration 18Q: 3 clusters Score -3.4922e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290160 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -34922020.000000 Penalty: 6250.621582
	Iteration 19Q: 3 clusters Score -3.492202e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290158 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -34922016.000000 Penalty: 6250.621582
	Iteration 20F: 3 clusters Score -3.492202e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290156 members 
Mstep: Class 2 contains 7014 members 
Entering Unmasked Estep 
Score: -34922036.000000 Penalty: 6250.621582
	Iteration 21Q: 3 clusters Score -3.492204e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290154 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -34922048.000000 Penalty: 6250.621582
	Iteration 22Q: 3 clusters Score -3.492205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290148 members 
Mstep: Class 2 contains 7022 members 
Entering Unmasked Estep 
Score: -34922044.000000 Penalty: 6250.621582
	Iteration 23Q: 3 clusters Score -3.492204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290144 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -34922048.000000 Penalty: 6250.621582
	Iteration 24Q: 3 clusters Score -3.492205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290143 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -34922036.000000 Penalty: 6250.621582
	Iteration 25Q: 3 clusters Score -3.492204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290141 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -34922036.000000 Penalty: 6250.621582
	Iteration 26Q: 3 clusters Score -3.492204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290139 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -34922048.000000 Penalty: 6250.621582
	Iteration 27Q: 3 clusters Score -3.492205e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290134 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -34922044.000000 Penalty: 6250.621582
	Iteration 28Q: 3 clusters Score -3.492204e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290134 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -34922052.000000 Penalty: 6250.621582
	Iteration 29Q: 3 clusters Score -3.492205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290133 members 
Mstep: Class 2 contains 7037 members 
Entering Unmasked Estep 
Score: -34922044.000000 Penalty: 6250.621582
	Iteration 30Q: 3 clusters Score -3.492204e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290134 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -34922048.000000 Penalty: 6250.621582
	Iteration 31Q: 3 clusters Score -3.492205e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290135 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -34922040.000000 Penalty: 6250.621582
	Iteration 32Q: 3 clusters Score -3.492204e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290138 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -34922052.000000 Penalty: 6250.621582
	Iteration 33Q: 3 clusters Score -3.492205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290138 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -34922052.000000 Penalty: 6250.621582
	Iteration 34F: 3 clusters Score -3.492205e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 93866 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 31264 members 
Mstep: Class 5 contains 118313 members 
Mstep: Class 6 contains 290138 members 
Mstep: Class 7 contains 9195 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 33317 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 7877 members 
Mstep: Class 12 contains 22527 members 
Mstep: Class 13 contains 199553 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 289505 members 
Mstep: Class 19 contains 19033 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 179616 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60250 members 
Entering Unmasked Estep 
Score: -161416416.000000 Penalty: 77285.476562
Splitting cluster 6 changes total score from -161409568.000000 to -161416416.000000
So it's getting split into cluster 1.
Entering ConstructFrom: 
Trying to split cluster 7 (9195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Entering Unmasked Estep 
Score: -769879.937500 Penalty: 2263.351074
	Iteration 0F: 2 clusters Score -769879.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -762874.812500 Penalty: 4526.702148
	Iteration 0F: 3 clusters Score -762874.8 nChanged 3860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -765887.500000 Penalty: 4526.702148
	Iteration 1F: 3 clusters Score -765887.5 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -767365.187500 Penalty: 4526.702148
	Iteration 2F: 3 clusters Score -767365.2 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -768876.625000 Penalty: 4526.702148
	Iteration 3F: 3 clusters Score -768876.6 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -769923.312500 Penalty: 4526.702148
	Iteration 4F: 3 clusters Score -769923.3 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -770444.562500 Penalty: 4526.702148
	Iteration 5F: 3 clusters Score -770444.6 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -770709.125000 Penalty: 4526.702148
	Iteration 6Q: 3 clusters Score -770709.1 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -770887.875000 Penalty: 4526.702148
	Iteration 7Q: 3 clusters Score -770887.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -771004.687500 Penalty: 4526.702148
	Iteration 8Q: 3 clusters Score -771004.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5725 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -771079.187500 Penalty: 4526.702148
	Iteration 9Q: 3 clusters Score -771079.2 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -771134.687500 Penalty: 4526.702148
	Iteration 10Q: 3 clusters Score -771134.7 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -771168.812500 Penalty: 4526.702148
	Iteration 11Q: 3 clusters Score -771168.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -771193.000000 Penalty: 4526.702148
	Iteration 12Q: 3 clusters Score -771193 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -771211.062500 Penalty: 4526.702148
	Iteration 13Q: 3 clusters Score -771211.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -771226.250000 Penalty: 4526.702148
	Iteration 14Q: 3 clusters Score -771226.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -771248.875000 Penalty: 4526.702148
	Iteration 15Q: 3 clusters Score -771248.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -771272.375000 Penalty: 4526.702148
	Iteration 16Q: 3 clusters Score -771272.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -771297.125000 Penalty: 4526.702148
	Iteration 17Q: 3 clusters Score -771297.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6028 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -771324.375000 Penalty: 4526.702148
	Iteration 18Q: 3 clusters Score -771324.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 3166 members 
Entering Unmasked Estep 
Score: -771341.937500 Penalty: 4526.702148
	Iteration 19Q: 3 clusters Score -771341.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -771353.562500 Penalty: 4526.702148
	Iteration 20F: 3 clusters Score -771353.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -771363.625000 Penalty: 4526.702148
	Iteration 21Q: 3 clusters Score -771363.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -771372.750000 Penalty: 4526.702148
	Iteration 22Q: 3 clusters Score -771372.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6075 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -771382.937500 Penalty: 4526.702148
	Iteration 23Q: 3 clusters Score -771382.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -771387.937500 Penalty: 4526.702148
	Iteration 24Q: 3 clusters Score -771387.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -771394.500000 Penalty: 4526.702148
	Iteration 25Q: 3 clusters Score -771394.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -771395.312500 Penalty: 4526.702148
	Iteration 26Q: 3 clusters Score -771395.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -771397.125000 Penalty: 4526.702148
	Iteration 27Q: 3 clusters Score -771397.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -771397.375000 Penalty: 4526.702148
	Iteration 28Q: 3 clusters Score -771397.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -771395.562500 Penalty: 4526.702148
	Iteration 29Q: 3 clusters Score -771395.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -771395.812500 Penalty: 4526.702148
	Iteration 30Q: 3 clusters Score -771395.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -771398.812500 Penalty: 4526.702148
	Iteration 31Q: 3 clusters Score -771398.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -771397.875000 Penalty: 4526.702148
	Iteration 32Q: 3 clusters Score -771397.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -771398.187500 Penalty: 4526.702148
	Iteration 33Q: 3 clusters Score -771398.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -771398.750000 Penalty: 4526.702148
	Iteration 34Q: 3 clusters Score -771398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -771398.750000 Penalty: 4526.702148
	Iteration 35F: 3 clusters Score -771398.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 93866 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 31264 members 
Mstep: Class 5 contains 118313 members 
Mstep: Class 6 contains 290138 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 33317 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 7877 members 
Mstep: Class 12 contains 22527 members 
Mstep: Class 13 contains 199553 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 289505 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 19033 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 179616 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60250 members 
Entering Unmasked Estep 
Score: -161416944.000000 Penalty: 80798.445312
Splitting cluster 7 changes total score from -161409568.000000 to -161416944.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 8 (14683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14683 members 
Entering Unmasked Estep 
Score: -1456339.750000 Penalty: 2379.422363
	Iteration 0F: 2 clusters Score -1456340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -1445763.875000 Penalty: 4758.844727
	Iteration 0F: 3 clusters Score -1445764 nChanged 6310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -1449162.000000 Penalty: 4758.844727
	Iteration 1F: 3 clusters Score -1449162 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 7675 members 
Entering Unmasked Estep 
Score: -1449638.000000 Penalty: 4758.844727
	Iteration 2F: 3 clusters Score -1449638 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1450019.625000 Penalty: 4758.844727
	Iteration 3F: 3 clusters Score -1450020 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6680 members 
Mstep: Class 2 contains 8003 members 
Entering Unmasked Estep 
Score: -1450358.250000 Penalty: 4758.844727
	Iteration 4Q: 3 clusters Score -1450358 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1450688.625000 Penalty: 4758.844727
	Iteration 5Q: 3 clusters Score -1450689 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 8499 members 
Entering Unmasked Estep 
Score: -1451040.875000 Penalty: 4758.844727
	Iteration 6Q: 3 clusters Score -1451041 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1451419.375000 Penalty: 4758.844727
	Iteration 7Q: 3 clusters Score -1451419 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -1451744.375000 Penalty: 4758.844727
	Iteration 8Q: 3 clusters Score -1451744 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1452051.625000 Penalty: 4758.844727
	Iteration 9Q: 3 clusters Score -1452052 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 9816 members 
Entering Unmasked Estep 
Score: -1452363.625000 Penalty: 4758.844727
	Iteration 10Q: 3 clusters Score -1452364 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 10139 members 
Entering Unmasked Estep 
Score: -1452622.250000 Penalty: 4758.844727
	Iteration 11Q: 3 clusters Score -1452622 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 10451 members 
Entering Unmasked Estep 
Score: -1452844.625000 Penalty: 4758.844727
	Iteration 12Q: 3 clusters Score -1452845 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 10736 members 
Entering Unmasked Estep 
Score: -1453008.125000 Penalty: 4758.844727
	Iteration 13Q: 3 clusters Score -1453008 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -1453157.125000 Penalty: 4758.844727
	Iteration 14Q: 3 clusters Score -1453157 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -1453293.000000 Penalty: 4758.844727
	Iteration 15Q: 3 clusters Score -1453293 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -1453416.375000 Penalty: 4758.844727
	Iteration 16Q: 3 clusters Score -1453416 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -1453533.750000 Penalty: 4758.844727
	Iteration 17Q: 3 clusters Score -1453534 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -1453637.375000 Penalty: 4758.844727
	Iteration 18Q: 3 clusters Score -1453637 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -1453733.500000 Penalty: 4758.844727
	Iteration 19Q: 3 clusters Score -1453734 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 12395 members 
Entering Unmasked Estep 
Score: -1453815.625000 Penalty: 4758.844727
	Iteration 20F: 3 clusters Score -1453816 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -1453890.125000 Penalty: 4758.844727
	Iteration 21Q: 3 clusters Score -1453890 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -1453973.125000 Penalty: 4758.844727
	Iteration 22Q: 3 clusters Score -1453973 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 12847 members 
Entering Unmasked Estep 
Score: -1454041.500000 Penalty: 4758.844727
	Iteration 23Q: 3 clusters Score -1454042 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -1454109.875000 Penalty: 4758.844727
	Iteration 24Q: 3 clusters Score -1454110 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 13053 members 
Entering Unmasked Estep 
Score: -1454160.000000 Penalty: 4758.844727
	Iteration 25Q: 3 clusters Score -1454160 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -1454202.500000 Penalty: 4758.844727
	Iteration 26Q: 3 clusters Score -1454202 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -1454249.125000 Penalty: 4758.844727
	Iteration 27Q: 3 clusters Score -1454249 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 13306 members 
Entering Unmasked Estep 
Score: -1454293.500000 Penalty: 4758.844727
	Iteration 28Q: 3 clusters Score -1454294 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -1454322.000000 Penalty: 4758.844727
	Iteration 29Q: 3 clusters Score -1454322 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -1454351.875000 Penalty: 4758.844727
	Iteration 30Q: 3 clusters Score -1454352 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -1454375.875000 Penalty: 4758.844727
	Iteration 31Q: 3 clusters Score -1454376 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 13484 members 
Entering Unmasked Estep 
Score: -1454393.250000 Penalty: 4758.844727
	Iteration 32Q: 3 clusters Score -1454393 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -1454410.625000 Penalty: 4758.844727
	Iteration 33Q: 3 clusters Score -1454411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -1454426.125000 Penalty: 4758.844727
	Iteration 34Q: 3 clusters Score -1454426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -1454439.125000 Penalty: 4758.844727
	Iteration 35Q: 3 clusters Score -1454439 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 13599 members 
Entering Unmasked Estep 
Score: -1454448.500000 Penalty: 4758.844727
	Iteration 36Q: 3 clusters Score -1454448 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -1454461.000000 Penalty: 4758.844727
	Iteration 37Q: 3 clusters Score -1454461 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -1454470.875000 Penalty: 4758.844727
	Iteration 38Q: 3 clusters Score -1454471 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 13650 members 
Entering Unmasked Estep 
Score: -1454478.000000 Penalty: 4758.844727
	Iteration 39Q: 3 clusters Score -1454478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 13657 members 
Entering Unmasked Estep 
Score: -1454480.000000 Penalty: 4758.844727
	Iteration 40F: 3 clusters Score -1454480 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 13663 members 
Entering Unmasked Estep 
Score: -1454483.000000 Penalty: 4758.844727
	Iteration 41Q: 3 clusters Score -1454483 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -1454490.750000 Penalty: 4758.844727
	Iteration 42Q: 3 clusters Score -1454491 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -1454492.875000 Penalty: 4758.844727
	Iteration 43Q: 3 clusters Score -1454493 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -1454499.375000 Penalty: 4758.844727
	Iteration 44Q: 3 clusters Score -1454499 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -1454504.750000 Penalty: 4758.844727
	Iteration 45Q: 3 clusters Score -1454505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -1454505.375000 Penalty: 4758.844727
	Iteration 46Q: 3 clusters Score -1454505 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -1454506.125000 Penalty: 4758.844727
	Iteration 47Q: 3 clusters Score -1454506 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1454508.500000 Penalty: 4758.844727
	Iteration 48Q: 3 clusters Score -1454508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -1454508.000000 Penalty: 4758.844727
	Iteration 49Q: 3 clusters Score -1454508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1454508.375000 Penalty: 4758.844727
	Iteration 50Q: 3 clusters Score -1454508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -1454508.375000 Penalty: 4758.844727
	Iteration 51F: 3 clusters Score -1454508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (33317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Entering Unmasked Estep 
Score: -3716535.250000 Penalty: 2582.628174
	Iteration 0F: 2 clusters Score -3716535 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16576 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3693790.000000 Penalty: 5165.256348
	Iteration 0F: 3 clusters Score -3693790 nChanged 15178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -3702506.500000 Penalty: 5165.256348
	Iteration 1F: 3 clusters Score -3702506 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3703470.250000 Penalty: 5165.256348
	Iteration 2F: 3 clusters Score -3703470 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -3704720.500000 Penalty: 5165.256348
	Iteration 3F: 3 clusters Score -3704720 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3706293.750000 Penalty: 5165.256348
	Iteration 4F: 3 clusters Score -3706294 nChanged 2257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -3708233.000000 Penalty: 5165.256348
	Iteration 5F: 3 clusters Score -3708233 nChanged 2344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 18281 members 
Entering Unmasked Estep 
Score: -3710466.750000 Penalty: 5165.256348
	Iteration 6F: 3 clusters Score -3710467 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -3713046.000000 Penalty: 5165.256348
	Iteration 7F: 3 clusters Score -3713046 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 18378 members 
Entering Unmasked Estep 
Score: -3715728.250000 Penalty: 5165.256348
	Iteration 8F: 3 clusters Score -3715728 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14916 members 
Mstep: Class 2 contains 18401 members 
Entering Unmasked Estep 
Score: -3717844.750000 Penalty: 5165.256348
	Iteration 9F: 3 clusters Score -3717845 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -3719059.000000 Penalty: 5165.256348
	Iteration 10Q: 3 clusters Score -3719059 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -3719544.000000 Penalty: 5165.256348
	Iteration 11Q: 3 clusters Score -3719544 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 18481 members 
Entering Unmasked Estep 
Score: -3719690.250000 Penalty: 5165.256348
	Iteration 12Q: 3 clusters Score -3719690 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -3719745.250000 Penalty: 5165.256348
	Iteration 13Q: 3 clusters Score -3719745 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 18540 members 
Entering Unmasked Estep 
Score: -3719789.500000 Penalty: 5165.256348
	Iteration 14Q: 3 clusters Score -3719790 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 18570 members 
Entering Unmasked Estep 
Score: -3719803.500000 Penalty: 5165.256348
	Iteration 15Q: 3 clusters Score -3719804 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -3719810.250000 Penalty: 5165.256348
	Iteration 16Q: 3 clusters Score -3719810 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 18610 members 
Entering Unmasked Estep 
Score: -3719812.000000 Penalty: 5165.256348
	Iteration 17Q: 3 clusters Score -3719812 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -3719814.000000 Penalty: 5165.256348
	Iteration 18Q: 3 clusters Score -3719814 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -3719819.250000 Penalty: 5165.256348
	Iteration 19Q: 3 clusters Score -3719819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 18637 members 
Entering Unmasked Estep 
Score: -3719815.000000 Penalty: 5165.256348
	Iteration 20F: 3 clusters Score -3719815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 18644 members 
Entering Unmasked Estep 
Score: -3719809.500000 Penalty: 5165.256348
	Iteration 21Q: 3 clusters Score -3719810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -3719802.000000 Penalty: 5165.256348
	Iteration 22Q: 3 clusters Score -3719802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14665 members 
Mstep: Class 2 contains 18652 members 
Entering Unmasked Estep 
Score: -3719803.500000 Penalty: 5165.256348
	Iteration 23Q: 3 clusters Score -3719804 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -3719808.500000 Penalty: 5165.256348
	Iteration 24Q: 3 clusters Score -3719808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -3719807.000000 Penalty: 5165.256348
	Iteration 25Q: 3 clusters Score -3719807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -3719809.750000 Penalty: 5165.256348
	Iteration 26Q: 3 clusters Score -3719810 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -3719811.750000 Penalty: 5165.256348
	Iteration 27Q: 3 clusters Score -3719812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -3719816.000000 Penalty: 5165.256348
	Iteration 28Q: 3 clusters Score -3719816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -3719812.000000 Penalty: 5165.256348
	Iteration 29Q: 3 clusters Score -3719812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14645 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -3719812.750000 Penalty: 5165.256348
	Iteration 30Q: 3 clusters Score -3719813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -3719815.250000 Penalty: 5165.256348
	Iteration 31Q: 3 clusters Score -3719815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 18678 members 
Entering Unmasked Estep 
Score: -3719816.750000 Penalty: 5165.256348
	Iteration 32Q: 3 clusters Score -3719817 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14638 members 
Mstep: Class 2 contains 18679 members 
Entering Unmasked Estep 
Score: -3719815.000000 Penalty: 5165.256348
	Iteration 33Q: 3 clusters Score -3719815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 18682 members 
Entering Unmasked Estep 
Score: -3719823.000000 Penalty: 5165.256348
	Iteration 34Q: 3 clusters Score -3719823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14631 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -3719819.500000 Penalty: 5165.256348
	Iteration 35Q: 3 clusters Score -3719820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14629 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3719819.750000 Penalty: 5165.256348
	Iteration 36Q: 3 clusters Score -3719820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3719818.000000 Penalty: 5165.256348
	Iteration 37Q: 3 clusters Score -3719818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -3719818.000000 Penalty: 5165.256348
	Iteration 38F: 3 clusters Score -3719818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 93866 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 31264 members 
Mstep: Class 5 contains 118313 members 
Mstep: Class 6 contains 290138 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 14627 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 7877 members 
Mstep: Class 12 contains 22527 members 
Mstep: Class 13 contains 199553 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 289505 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 19033 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 179616 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60250 members 
Mstep: Class 24 contains 18690 members 
Entering Unmasked Estep 
Score: -161418752.000000 Penalty: 84311.421875
Splitting cluster 9 changes total score from -161409568.000000 to -161418752.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 10 (2287 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Entering Unmasked Estep 
Score: -250572.484375 Penalty: 1918.279053
	Iteration 0F: 2 clusters Score -250572.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -247727.484375 Penalty: 3836.558105
	Iteration 0F: 3 clusters Score -247727.5 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -248230.140625 Penalty: 3836.558105
	Iteration 1F: 3 clusters Score -248230.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -248359.609375 Penalty: 3836.558105
	Iteration 2F: 3 clusters Score -248359.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -248424.656250 Penalty: 3836.558105
	Iteration 3Q: 3 clusters Score -248424.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -248466.796875 Penalty: 3836.558105
	Iteration 4Q: 3 clusters Score -248466.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -248494.343750 Penalty: 3836.558105
	Iteration 5Q: 3 clusters Score -248494.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -248512.437500 Penalty: 3836.558105
	Iteration 6Q: 3 clusters Score -248512.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -248528.875000 Penalty: 3836.558105
	Iteration 7Q: 3 clusters Score -248528.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -248538.328125 Penalty: 3836.558105
	Iteration 8Q: 3 clusters Score -248538.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -248547.562500 Penalty: 3836.558105
	Iteration 9Q: 3 clusters Score -248547.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -248556.484375 Penalty: 3836.558105
	Iteration 10Q: 3 clusters Score -248556.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -248559.968750 Penalty: 3836.558105
	Iteration 11Q: 3 clusters Score -248560 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -248564.125000 Penalty: 3836.558105
	Iteration 12Q: 3 clusters Score -248564.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -248569.015625 Penalty: 3836.558105
	Iteration 13Q: 3 clusters Score -248569 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -248572.421875 Penalty: 3836.558105
	Iteration 14Q: 3 clusters Score -248572.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -248572.765625 Penalty: 3836.558105
	Iteration 15Q: 3 clusters Score -248572.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -248572.765625 Penalty: 3836.558105
	Iteration 16F: 3 clusters Score -248572.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (7877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Entering Unmasked Estep 
Score: -938275.062500 Penalty: 2224.982178
	Iteration 0F: 2 clusters Score -938275.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -931968.875000 Penalty: 4449.964355
	Iteration 0F: 3 clusters Score -931968.9 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -933709.687500 Penalty: 4449.964355
	Iteration 1F: 3 clusters Score -933709.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -933980.437500 Penalty: 4449.964355
	Iteration 2F: 3 clusters Score -933980.4 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -934168.125000 Penalty: 4449.964355
	Iteration 3Q: 3 clusters Score -934168.1 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -934300.562500 Penalty: 4449.964355
	Iteration 4Q: 3 clusters Score -934300.6 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -934407.125000 Penalty: 4449.964355
	Iteration 5Q: 3 clusters Score -934407.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -934514.250000 Penalty: 4449.964355
	Iteration 6Q: 3 clusters Score -934514.2 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -934648.062500 Penalty: 4449.964355
	Iteration 7Q: 3 clusters Score -934648.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -934791.875000 Penalty: 4449.964355
	Iteration 8Q: 3 clusters Score -934791.9 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -934976.937500 Penalty: 4449.964355
	Iteration 9Q: 3 clusters Score -934976.9 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -935164.812500 Penalty: 4449.964355
	Iteration 10Q: 3 clusters Score -935164.8 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -935378.500000 Penalty: 4449.964355
	Iteration 11Q: 3 clusters Score -935378.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -935600.312500 Penalty: 4449.964355
	Iteration 12Q: 3 clusters Score -935600.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -935789.187500 Penalty: 4449.964355
	Iteration 13Q: 3 clusters Score -935789.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -935923.750000 Penalty: 4449.964355
	Iteration 14Q: 3 clusters Score -935923.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -936039.812500 Penalty: 4449.964355
	Iteration 15Q: 3 clusters Score -936039.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -936111.125000 Penalty: 4449.964355
	Iteration 16Q: 3 clusters Score -936111.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -936159.500000 Penalty: 4449.964355
	Iteration 17Q: 3 clusters Score -936159.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7423 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -936190.312500 Penalty: 4449.964355
	Iteration 18Q: 3 clusters Score -936190.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -936217.500000 Penalty: 4449.964355
	Iteration 19Q: 3 clusters Score -936217.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7473 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -936236.812500 Penalty: 4449.964355
	Iteration 20F: 3 clusters Score -936236.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -936251.375000 Penalty: 4449.964355
	Iteration 21Q: 3 clusters Score -936251.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -936271.750000 Penalty: 4449.964355
	Iteration 22Q: 3 clusters Score -936271.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7512 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -936281.375000 Penalty: 4449.964355
	Iteration 23Q: 3 clusters Score -936281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -936287.375000 Penalty: 4449.964355
	Iteration 24Q: 3 clusters Score -936287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -936290.062500 Penalty: 4449.964355
	Iteration 25Q: 3 clusters Score -936290.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -936294.812500 Penalty: 4449.964355
	Iteration 26Q: 3 clusters Score -936294.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -936308.875000 Penalty: 4449.964355
	Iteration 27Q: 3 clusters Score -936308.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -936314.500000 Penalty: 4449.964355
	Iteration 28Q: 3 clusters Score -936314.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -936320.750000 Penalty: 4449.964355
	Iteration 29Q: 3 clusters Score -936320.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -936327.187500 Penalty: 4449.964355
	Iteration 30Q: 3 clusters Score -936327.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -936327.187500 Penalty: 4449.964355
	Iteration 31F: 3 clusters Score -936327.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (22527 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22527 members 
Entering Unmasked Estep 
Score: -2495430.250000 Penalty: 2485.572510
	Iteration 0F: 2 clusters Score -2495430 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -2479722.250000 Penalty: 4971.145020
	Iteration 0F: 3 clusters Score -2479722 nChanged 10005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -2485404.250000 Penalty: 4971.145020
	Iteration 1F: 3 clusters Score -2485404 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -2486236.500000 Penalty: 4971.145020
	Iteration 2F: 3 clusters Score -2486236 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11288 members 
Entering Unmasked Estep 
Score: -2487084.750000 Penalty: 4971.145020
	Iteration 3F: 3 clusters Score -2487085 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -2487928.750000 Penalty: 4971.145020
	Iteration 4F: 3 clusters Score -2487929 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -2488847.750000 Penalty: 4971.145020
	Iteration 5F: 3 clusters Score -2488848 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -2489874.000000 Penalty: 4971.145020
	Iteration 6F: 3 clusters Score -2489874 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2490955.500000 Penalty: 4971.145020
	Iteration 7F: 3 clusters Score -2490956 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -2492068.500000 Penalty: 4971.145020
	Iteration 8F: 3 clusters Score -2492068 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -2493277.250000 Penalty: 4971.145020
	Iteration 9F: 3 clusters Score -2493277 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -2494317.250000 Penalty: 4971.145020
	Iteration 10Q: 3 clusters Score -2494317 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9832 members 
Mstep: Class 2 contains 12695 members 
Entering Unmasked Estep 
Score: -2494942.500000 Penalty: 4971.145020
	Iteration 11Q: 3 clusters Score -2494942 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -2495214.000000 Penalty: 4971.145020
	Iteration 12Q: 3 clusters Score -2495214 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -2495353.000000 Penalty: 4971.145020
	Iteration 13Q: 3 clusters Score -2495353 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 12659 members 
Entering Unmasked Estep 
Score: -2495420.750000 Penalty: 4971.145020
	Iteration 14Q: 3 clusters Score -2495421 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -2495460.750000 Penalty: 4971.145020
	Iteration 15Q: 3 clusters Score -2495461 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -2495491.750000 Penalty: 4971.145020
	Iteration 16Q: 3 clusters Score -2495492 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 12597 members 
Entering Unmasked Estep 
Score: -2495513.750000 Penalty: 4971.145020
	Iteration 17Q: 3 clusters Score -2495514 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9931 members 
Mstep: Class 2 contains 12596 members 
Entering Unmasked Estep 
Score: -2495536.750000 Penalty: 4971.145020
	Iteration 18Q: 3 clusters Score -2495537 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2495541.000000 Penalty: 4971.145020
	Iteration 19Q: 3 clusters Score -2495541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -2495544.750000 Penalty: 4971.145020
	Iteration 20F: 3 clusters Score -2495545 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 12590 members 
Entering Unmasked Estep 
Score: -2495555.500000 Penalty: 4971.145020
	Iteration 21Q: 3 clusters Score -2495556 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 12586 members 
Entering Unmasked Estep 
Score: -2495554.500000 Penalty: 4971.145020
	Iteration 22Q: 3 clusters Score -2495554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -2495558.000000 Penalty: 4971.145020
	Iteration 23Q: 3 clusters Score -2495558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2495552.500000 Penalty: 4971.145020
	Iteration 24Q: 3 clusters Score -2495552 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2495550.000000 Penalty: 4971.145020
	Iteration 25Q: 3 clusters Score -2495550 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -2495547.250000 Penalty: 4971.145020
	Iteration 26Q: 3 clusters Score -2495547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 12578 members 
Entering Unmasked Estep 
Score: -2495550.000000 Penalty: 4971.145020
	Iteration 27Q: 3 clusters Score -2495550 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9951 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2495550.750000 Penalty: 4971.145020
	Iteration 28Q: 3 clusters Score -2495551 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2495552.750000 Penalty: 4971.145020
	Iteration 29Q: 3 clusters Score -2495553 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2495553.000000 Penalty: 4971.145020
	Iteration 30Q: 3 clusters Score -2495553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9957 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2495553.000000 Penalty: 4971.145020
	Iteration 31F: 3 clusters Score -2495553 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 93866 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 31264 members 
Mstep: Class 5 contains 118313 members 
Mstep: Class 6 contains 290138 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 14627 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 7877 members 
Mstep: Class 12 contains 9957 members 
Mstep: Class 13 contains 199553 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 3804 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 289505 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 19033 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 179616 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60250 members 
Mstep: Class 24 contains 18690 members 
Mstep: Class 25 contains 12570 members 
Entering Unmasked Estep 
Score: -161417104.000000 Penalty: 87824.398438
Splitting cluster 12 changes total score from -161409568.000000 to -161417104.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 13 (199553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199553 members 
Entering Unmasked Estep 
Score: -23585686.000000 Penalty: 3026.551270
	Iteration 0F: 2 clusters Score -2.358569e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99983 members 
Mstep: Class 2 contains 99570 members 
Entering Unmasked Estep 
Score: -23455618.000000 Penalty: 6053.102539
	Iteration 0F: 3 clusters Score -2.345562e+07 nChanged 96101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103448 members 
Mstep: Class 2 contains 96105 members 
Entering Unmasked Estep 
Score: -23511844.000000 Penalty: 6053.102539
	Iteration 1F: 3 clusters Score -2.351184e+07 nChanged 5795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105175 members 
Mstep: Class 2 contains 94378 members 
Entering Unmasked Estep 
Score: -23513360.000000 Penalty: 6053.102539
	Iteration 2Q: 3 clusters Score -2.351336e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107788 members 
Mstep: Class 2 contains 91765 members 
Entering Unmasked Estep 
Score: -23515012.000000 Penalty: 6053.102539
	Iteration 3Q: 3 clusters Score -2.351501e+07 nChanged 6573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111567 members 
Mstep: Class 2 contains 87986 members 
Entering Unmasked Estep 
Score: -23517354.000000 Penalty: 6053.102539
	Iteration 4Q: 3 clusters Score -2.351735e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117122 members 
Mstep: Class 2 contains 82431 members 
Entering Unmasked Estep 
Score: -23520898.000000 Penalty: 6053.102539
	Iteration 5Q: 3 clusters Score -2.35209e+07 nChanged 9267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124769 members 
Mstep: Class 2 contains 74784 members 
Entering Unmasked Estep 
Score: -23526244.000000 Penalty: 6053.102539
	Iteration 6Q: 3 clusters Score -2.352624e+07 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134948 members 
Mstep: Class 2 contains 64605 members 
Entering Unmasked Estep 
Score: -23533756.000000 Penalty: 6053.102539
	Iteration 7F: 3 clusters Score -2.353376e+07 nChanged 13107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147405 members 
Mstep: Class 2 contains 52148 members 
Entering Unmasked Estep 
Score: -23544022.000000 Penalty: 6053.102539
	Iteration 8F: 3 clusters Score -2.354402e+07 nChanged 13836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160781 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -23555232.000000 Penalty: 6053.102539
	Iteration 9F: 3 clusters Score -2.355523e+07 nChanged 12351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172822 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -23565350.000000 Penalty: 6053.102539
	Iteration 10F: 3 clusters Score -2.356535e+07 nChanged 9507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182085 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -23572532.000000 Penalty: 6053.102539
	Iteration 11Q: 3 clusters Score -2.357253e+07 nChanged 6391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188320 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -23577140.000000 Penalty: 6053.102539
	Iteration 12Q: 3 clusters Score -2.357714e+07 nChanged 3922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192172 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -23579536.000000 Penalty: 6053.102539
	Iteration 13Q: 3 clusters Score -2.357954e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194453 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -23580952.000000 Penalty: 6053.102539
	Iteration 14Q: 3 clusters Score -2.358095e+07 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195837 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -23581716.000000 Penalty: 6053.102539
	Iteration 15Q: 3 clusters Score -2.358172e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196680 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -23582146.000000 Penalty: 6053.102539
	Iteration 16Q: 3 clusters Score -2.358215e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197216 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -23582486.000000 Penalty: 6053.102539
	Iteration 17Q: 3 clusters Score -2.358249e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197538 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -23582656.000000 Penalty: 6053.102539
	Iteration 18Q: 3 clusters Score -2.358266e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197736 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -23582794.000000 Penalty: 6053.102539
	Iteration 19Q: 3 clusters Score -2.358279e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197878 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -23582910.000000 Penalty: 6053.102539
	Iteration 20F: 3 clusters Score -2.358291e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197974 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -23582966.000000 Penalty: 6053.102539
	Iteration 21Q: 3 clusters Score -2.358297e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198018 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -23582980.000000 Penalty: 6053.102539
	Iteration 22Q: 3 clusters Score -2.358298e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198070 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -23582986.000000 Penalty: 6053.102539
	Iteration 23Q: 3 clusters Score -2.358299e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198108 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -23582998.000000 Penalty: 6053.102539
	Iteration 24Q: 3 clusters Score -2.3583e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198142 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -23583042.000000 Penalty: 6053.102539
	Iteration 25Q: 3 clusters Score -2.358304e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198181 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -23583068.000000 Penalty: 6053.102539
	Iteration 26Q: 3 clusters Score -2.358307e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198212 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -23583052.000000 Penalty: 6053.102539
	Iteration 27Q: 3 clusters Score -2.358305e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198229 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -23583080.000000 Penalty: 6053.102539
	Iteration 28Q: 3 clusters Score -2.358308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198245 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -23583090.000000 Penalty: 6053.102539
	Iteration 29Q: 3 clusters Score -2.358309e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198256 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -23583088.000000 Penalty: 6053.102539
	Iteration 30Q: 3 clusters Score -2.358309e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198273 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -23583112.000000 Penalty: 6053.102539
	Iteration 31Q: 3 clusters Score -2.358311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198289 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -23583112.000000 Penalty: 6053.102539
	Iteration 32Q: 3 clusters Score -2.358311e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198309 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -23583146.000000 Penalty: 6053.102539
	Iteration 33Q: 3 clusters Score -2.358315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198322 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -23583154.000000 Penalty: 6053.102539
	Iteration 34Q: 3 clusters Score -2.358315e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198331 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -23583180.000000 Penalty: 6053.102539
	Iteration 35Q: 3 clusters Score -2.358318e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198335 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -23583178.000000 Penalty: 6053.102539
	Iteration 36Q: 3 clusters Score -2.358318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198343 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -23583180.000000 Penalty: 6053.102539
	Iteration 37Q: 3 clusters Score -2.358318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198350 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -23583168.000000 Penalty: 6053.102539
	Iteration 38Q: 3 clusters Score -2.358317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198351 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -23583172.000000 Penalty: 6053.102539
	Iteration 39Q: 3 clusters Score -2.358317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198352 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -23583188.000000 Penalty: 6053.102539
	Iteration 40F: 3 clusters Score -2.358319e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198359 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -23583172.000000 Penalty: 6053.102539
	Iteration 41Q: 3 clusters Score -2.358317e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198365 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -23583194.000000 Penalty: 6053.102539
	Iteration 42Q: 3 clusters Score -2.358319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198367 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -23583194.000000 Penalty: 6053.102539
	Iteration 43Q: 3 clusters Score -2.358319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198367 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -23583196.000000 Penalty: 6053.102539
	Iteration 44Q: 3 clusters Score -2.35832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198369 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -23583196.000000 Penalty: 6053.102539
	Iteration 45Q: 3 clusters Score -2.35832e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198369 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -23583188.000000 Penalty: 6053.102539
	Iteration 46Q: 3 clusters Score -2.358319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198369 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -23583204.000000 Penalty: 6053.102539
	Iteration 47Q: 3 clusters Score -2.35832e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198373 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -23583200.000000 Penalty: 6053.102539
	Iteration 48Q: 3 clusters Score -2.35832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198374 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -23583200.000000 Penalty: 6053.102539
	Iteration 49Q: 3 clusters Score -2.35832e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198374 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -23583212.000000 Penalty: 6053.102539
	Iteration 50Q: 3 clusters Score -2.358321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198375 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -23583202.000000 Penalty: 6053.102539
	Iteration 51Q: 3 clusters Score -2.35832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198376 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -23583210.000000 Penalty: 6053.102539
	Iteration 52Q: 3 clusters Score -2.358321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198376 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -23583210.000000 Penalty: 6053.102539
	Iteration 53F: 3 clusters Score -2.358321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17862 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17862 members 
Entering Unmasked Estep 
Score: -1754263.000000 Penalty: 2428.026855
	Iteration 0F: 2 clusters Score -1754263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8915 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -1741600.000000 Penalty: 4856.053711
	Iteration 0F: 3 clusters Score -1741600 nChanged 7833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8738 members 
Mstep: Class 2 contains 9124 members 
Entering Unmasked Estep 
Score: -1745962.500000 Penalty: 4856.053711
	Iteration 1F: 3 clusters Score -1745962 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1746780.125000 Penalty: 4856.053711
	Iteration 2F: 3 clusters Score -1746780 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1747758.125000 Penalty: 4856.053711
	Iteration 3F: 3 clusters Score -1747758 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7772 members 
Mstep: Class 2 contains 10090 members 
Entering Unmasked Estep 
Score: -1748868.375000 Penalty: 4856.053711
	Iteration 4F: 3 clusters Score -1748868 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 10576 members 
Entering Unmasked Estep 
Score: -1749961.000000 Penalty: 4856.053711
	Iteration 5F: 3 clusters Score -1749961 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 11025 members 
Entering Unmasked Estep 
Score: -1750984.000000 Penalty: 4856.053711
	Iteration 6F: 3 clusters Score -1750984 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -1751740.125000 Penalty: 4856.053711
	Iteration 7F: 3 clusters Score -1751740 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 11500 members 
Entering Unmasked Estep 
Score: -1752243.875000 Penalty: 4856.053711
	Iteration 8Q: 3 clusters Score -1752244 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -1752587.375000 Penalty: 4856.053711
	Iteration 9Q: 3 clusters Score -1752587 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 11745 members 
Entering Unmasked Estep 
Score: -1752840.625000 Penalty: 4856.053711
	Iteration 10Q: 3 clusters Score -1752841 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 11854 members 
Entering Unmasked Estep 
Score: -1752988.625000 Penalty: 4856.053711
	Iteration 11Q: 3 clusters Score -1752989 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5922 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -1753090.625000 Penalty: 4856.053711
	Iteration 12Q: 3 clusters Score -1753091 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -1753160.875000 Penalty: 4856.053711
	Iteration 13Q: 3 clusters Score -1753161 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 12128 members 
Entering Unmasked Estep 
Score: -1753212.125000 Penalty: 4856.053711
	Iteration 14Q: 3 clusters Score -1753212 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -1753243.625000 Penalty: 4856.053711
	Iteration 15Q: 3 clusters Score -1753244 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -1753292.375000 Penalty: 4856.053711
	Iteration 16Q: 3 clusters Score -1753292 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -1753314.125000 Penalty: 4856.053711
	Iteration 17Q: 3 clusters Score -1753314 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -1753329.250000 Penalty: 4856.053711
	Iteration 18Q: 3 clusters Score -1753329 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -1753350.125000 Penalty: 4856.053711
	Iteration 19Q: 3 clusters Score -1753350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -1753368.625000 Penalty: 4856.053711
	Iteration 20F: 3 clusters Score -1753369 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -1753382.125000 Penalty: 4856.053711
	Iteration 21Q: 3 clusters Score -1753382 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -1753390.000000 Penalty: 4856.053711
	Iteration 22Q: 3 clusters Score -1753390 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 12642 members 
Entering Unmasked Estep 
Score: -1753399.875000 Penalty: 4856.053711
	Iteration 23Q: 3 clusters Score -1753400 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -1753407.375000 Penalty: 4856.053711
	Iteration 24Q: 3 clusters Score -1753407 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -1753415.125000 Penalty: 4856.053711
	Iteration 25Q: 3 clusters Score -1753415 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -1753420.000000 Penalty: 4856.053711
	Iteration 26Q: 3 clusters Score -1753420 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -1753428.875000 Penalty: 4856.053711
	Iteration 27Q: 3 clusters Score -1753429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 12843 members 
Entering Unmasked Estep 
Score: -1753431.625000 Penalty: 4856.053711
	Iteration 28Q: 3 clusters Score -1753432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1753440.000000 Penalty: 4856.053711
	Iteration 29Q: 3 clusters Score -1753440 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 12887 members 
Entering Unmasked Estep 
Score: -1753443.625000 Penalty: 4856.053711
	Iteration 30Q: 3 clusters Score -1753444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -1753451.875000 Penalty: 4856.053711
	Iteration 31Q: 3 clusters Score -1753452 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 12927 members 
Entering Unmasked Estep 
Score: -1753455.875000 Penalty: 4856.053711
	Iteration 32Q: 3 clusters Score -1753456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1753454.125000 Penalty: 4856.053711
	Iteration 33Q: 3 clusters Score -1753454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -1753454.750000 Penalty: 4856.053711
	Iteration 34Q: 3 clusters Score -1753455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1753454.625000 Penalty: 4856.053711
	Iteration 35Q: 3 clusters Score -1753455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -1753457.875000 Penalty: 4856.053711
	Iteration 36Q: 3 clusters Score -1753458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1753458.250000 Penalty: 4856.053711
	Iteration 37Q: 3 clusters Score -1753458 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1753458.250000 Penalty: 4856.053711
	Iteration 38F: 3 clusters Score -1753458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3804 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Entering Unmasked Estep 
Score: -422793.500000 Penalty: 2044.464600
	Iteration 0F: 2 clusters Score -422793.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -419134.781250 Penalty: 4088.929199
	Iteration 0F: 3 clusters Score -419134.8 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -420132.500000 Penalty: 4088.929199
	Iteration 1F: 3 clusters Score -420132.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -420805.500000 Penalty: 4088.929199
	Iteration 2F: 3 clusters Score -420805.5 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -421747.281250 Penalty: 4088.929199
	Iteration 3F: 3 clusters Score -421747.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -422607.093750 Penalty: 4088.929199
	Iteration 4F: 3 clusters Score -422607.1 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -423054.718750 Penalty: 4088.929199
	Iteration 5F: 3 clusters Score -423054.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -423262.687500 Penalty: 4088.929199
	Iteration 6Q: 3 clusters Score -423262.7 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -423373.437500 Penalty: 4088.929199
	Iteration 7Q: 3 clusters Score -423373.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -423446.937500 Penalty: 4088.929199
	Iteration 8Q: 3 clusters Score -423446.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -423480.687500 Penalty: 4088.929199
	Iteration 9Q: 3 clusters Score -423480.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -423501.125000 Penalty: 4088.929199
	Iteration 10Q: 3 clusters Score -423501.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -423508.562500 Penalty: 4088.929199
	Iteration 11Q: 3 clusters Score -423508.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -423515.937500 Penalty: 4088.929199
	Iteration 12Q: 3 clusters Score -423515.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -423522.125000 Penalty: 4088.929199
	Iteration 13Q: 3 clusters Score -423522.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -423525.625000 Penalty: 4088.929199
	Iteration 14Q: 3 clusters Score -423525.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -423528.625000 Penalty: 4088.929199
	Iteration 15Q: 3 clusters Score -423528.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -423528.812500 Penalty: 4088.929199
	Iteration 16Q: 3 clusters Score -423528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -423528.812500 Penalty: 4088.929199
	Iteration 17F: 3 clusters Score -423528.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 93866 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 31264 members 
Mstep: Class 5 contains 118313 members 
Mstep: Class 6 contains 290138 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 14627 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 7877 members 
Mstep: Class 12 contains 9957 members 
Mstep: Class 13 contains 199553 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 2869 members 
Mstep: Class 17 contains 289505 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 19033 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 179616 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60250 members 
Mstep: Class 24 contains 18690 members 
Mstep: Class 25 contains 12570 members 
Mstep: Class 26 contains 500 members 
Entering Unmasked Estep 
Score: -161414688.000000 Penalty: 91337.375000
Splitting cluster 15 changes total score from -161409568.000000 to -161414688.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 16 (2869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Entering Unmasked Estep 
Score: -288854.375000 Penalty: 1974.506226
	Iteration 0F: 2 clusters Score -288854.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -285891.093750 Penalty: 3949.012451
	Iteration 0F: 3 clusters Score -285891.1 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -287789.343750 Penalty: 3949.012451
	Iteration 1F: 3 clusters Score -287789.3 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -289215.468750 Penalty: 3949.012451
	Iteration 2F: 3 clusters Score -289215.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -290709.937500 Penalty: 3949.012451
	Iteration 3F: 3 clusters Score -290709.9 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -291906.125000 Penalty: 3949.012451
	Iteration 4F: 3 clusters Score -291906.1 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -292406.250000 Penalty: 3949.012451
	Iteration 5Q: 3 clusters Score -292406.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -292537.843750 Penalty: 3949.012451
	Iteration 6Q: 3 clusters Score -292537.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -292620.968750 Penalty: 3949.012451
	Iteration 7Q: 3 clusters Score -292621 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -292684.281250 Penalty: 3949.012451
	Iteration 8Q: 3 clusters Score -292684.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -292718.843750 Penalty: 3949.012451
	Iteration 9Q: 3 clusters Score -292718.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -292726.156250 Penalty: 3949.012451
	Iteration 10Q: 3 clusters Score -292726.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -292726.468750 Penalty: 3949.012451
	Iteration 11Q: 3 clusters Score -292726.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -292726.875000 Penalty: 3949.012451
	Iteration 12Q: 3 clusters Score -292726.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2178 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -292805.406250 Penalty: 3949.012451
	Iteration 13F: 3 clusters Score -292805.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -292933.656250 Penalty: 3949.012451
	Iteration 14Q: 3 clusters Score -292933.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -293034.687500 Penalty: 3949.012451
	Iteration 15Q: 3 clusters Score -293034.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -293107.781250 Penalty: 3949.012451
	Iteration 16Q: 3 clusters Score -293107.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -293141.562500 Penalty: 3949.012451
	Iteration 17Q: 3 clusters Score -293141.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -293145.125000 Penalty: 3949.012451
	Iteration 18Q: 3 clusters Score -293145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -293145.375000 Penalty: 3949.012451
	Iteration 19Q: 3 clusters Score -293145.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -293208.500000 Penalty: 3949.012451
	Iteration 20F: 3 clusters Score -293208.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -293267.156250 Penalty: 3949.012451
	Iteration 21Q: 3 clusters Score -293267.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -293294.062500 Penalty: 3949.012451
	Iteration 22Q: 3 clusters Score -293294.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -293307.750000 Penalty: 3949.012451
	Iteration 23Q: 3 clusters Score -293307.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -293317.062500 Penalty: 3949.012451
	Iteration 24Q: 3 clusters Score -293317.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -293325.500000 Penalty: 3949.012451
	Iteration 25Q: 3 clusters Score -293325.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -293331.968750 Penalty: 3949.012451
	Iteration 26Q: 3 clusters Score -293332 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -293338.156250 Penalty: 3949.012451
	Iteration 27Q: 3 clusters Score -293338.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -293341.062500 Penalty: 3949.012451
	Iteration 28Q: 3 clusters Score -293341.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -293387.906250 Penalty: 3949.012451
	Iteration 29F: 3 clusters Score -293387.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -293673.156250 Penalty: 3949.012451
	Iteration 30Q: 3 clusters Score -293673.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -294405.062500 Penalty: 3949.012451
	Iteration 31Q: 3 clusters Score -294405.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -295368.156250 Penalty: 3949.012451
	Iteration 32Q: 3 clusters Score -295368.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -296255.437500 Penalty: 3949.012451
	Iteration 33Q: 3 clusters Score -296255.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -296259.062500 Penalty: 3949.012451
	Iteration 34Q: 3 clusters Score -296259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -296259.062500 Penalty: 3949.012451
	Iteration 35F: 3 clusters Score -296259.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 93866 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 31264 members 
Mstep: Class 5 contains 118313 members 
Mstep: Class 6 contains 290138 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 14627 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 7877 members 
Mstep: Class 12 contains 9957 members 
Mstep: Class 13 contains 199553 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 17 contains 289505 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 19033 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 179616 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60250 members 
Mstep: Class 24 contains 18690 members 
Mstep: Class 25 contains 12570 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 741 members 
Entering Unmasked Estep 
Score: -161420912.000000 Penalty: 94850.351562
Splitting cluster 16 changes total score from -161409568.000000 to -161420912.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 17 (289505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289505 members 
Entering Unmasked Estep 
Score: -34009604.000000 Penalty: 3118.830078
	Iteration 0F: 2 clusters Score -3.40096e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144625 members 
Mstep: Class 2 contains 144880 members 
Entering Unmasked Estep 
Score: -33818560.000000 Penalty: 6237.660156
	Iteration 0F: 3 clusters Score -3.381856e+07 nChanged 140323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141874 members 
Mstep: Class 2 contains 147631 members 
Entering Unmasked Estep 
Score: -33901564.000000 Penalty: 6237.660156
	Iteration 1F: 3 clusters Score -3.390156e+07 nChanged 7343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140193 members 
Mstep: Class 2 contains 149312 members 
Entering Unmasked Estep 
Score: -33902808.000000 Penalty: 6237.660156
	Iteration 2Q: 3 clusters Score -3.390281e+07 nChanged 8047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137446 members 
Mstep: Class 2 contains 152059 members 
Entering Unmasked Estep 
Score: -33904276.000000 Penalty: 6237.660156
	Iteration 3Q: 3 clusters Score -3.390428e+07 nChanged 9153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133163 members 
Mstep: Class 2 contains 156342 members 
Entering Unmasked Estep 
Score: -33906812.000000 Penalty: 6237.660156
	Iteration 4Q: 3 clusters Score -3.390681e+07 nChanged 10760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126521 members 
Mstep: Class 2 contains 162984 members 
Entering Unmasked Estep 
Score: -33910240.000000 Penalty: 6237.660156
	Iteration 5Q: 3 clusters Score -3.391024e+07 nChanged 13327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116376 members 
Mstep: Class 2 contains 173129 members 
Entering Unmasked Estep 
Score: -33916232.000000 Penalty: 6237.660156
	Iteration 6Q: 3 clusters Score -3.391623e+07 nChanged 17038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101636 members 
Mstep: Class 2 contains 187869 members 
Entering Unmasked Estep 
Score: -33925300.000000 Penalty: 6237.660156
	Iteration 7F: 3 clusters Score -3.39253e+07 nChanged 21219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81773 members 
Mstep: Class 2 contains 207732 members 
Entering Unmasked Estep 
Score: -33939132.000000 Penalty: 6237.660156
	Iteration 8F: 3 clusters Score -3.393913e+07 nChanged 23753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58864 members 
Mstep: Class 2 contains 230641 members 
Entering Unmasked Estep 
Score: -33958092.000000 Penalty: 6237.660156
	Iteration 9F: 3 clusters Score -3.395809e+07 nChanged 21868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37394 members 
Mstep: Class 2 contains 252111 members 
Entering Unmasked Estep 
Score: -33977068.000000 Penalty: 6237.660156
	Iteration 10F: 3 clusters Score -3.397707e+07 nChanged 16135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 268068 members 
Entering Unmasked Estep 
Score: -33991476.000000 Penalty: 6237.660156
	Iteration 11F: 3 clusters Score -3.399148e+07 nChanged 9778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11743 members 
Mstep: Class 2 contains 277762 members 
Entering Unmasked Estep 
Score: -34000012.000000 Penalty: 6237.660156
	Iteration 12Q: 3 clusters Score -3.400001e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 282968 members 
Entering Unmasked Estep 
Score: -34004600.000000 Penalty: 6237.660156
	Iteration 13Q: 3 clusters Score -3.40046e+07 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 285422 members 
Entering Unmasked Estep 
Score: -34006848.000000 Penalty: 6237.660156
	Iteration 14Q: 3 clusters Score -3.400685e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 286414 members 
Entering Unmasked Estep 
Score: -34008112.000000 Penalty: 6237.660156
	Iteration 15Q: 3 clusters Score -3.400811e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 286695 members 
Entering Unmasked Estep 
Score: -34009292.000000 Penalty: 6237.660156
	Iteration 16Q: 3 clusters Score -3.400929e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 286527 members 
Entering Unmasked Estep 
Score: -34009932.000000 Penalty: 6237.660156
	Iteration 17Q: 3 clusters Score -3.400993e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 286290 members 
Entering Unmasked Estep 
Score: -34010364.000000 Penalty: 6237.660156
	Iteration 18Q: 3 clusters Score -3.401036e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 286054 members 
Entering Unmasked Estep 
Score: -34010536.000000 Penalty: 6237.660156
	Iteration 19Q: 3 clusters Score -3.401054e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 285855 members 
Entering Unmasked Estep 
Score: -34010684.000000 Penalty: 6237.660156
	Iteration 20F: 3 clusters Score -3.401068e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 285690 members 
Entering Unmasked Estep 
Score: -34010820.000000 Penalty: 6237.660156
	Iteration 21Q: 3 clusters Score -3.401082e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 285568 members 
Entering Unmasked Estep 
Score: -34010904.000000 Penalty: 6237.660156
	Iteration 22Q: 3 clusters Score -3.40109e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 285486 members 
Entering Unmasked Estep 
Score: -34010952.000000 Penalty: 6237.660156
	Iteration 23Q: 3 clusters Score -3.401095e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 285410 members 
Entering Unmasked Estep 
Score: -34010976.000000 Penalty: 6237.660156
	Iteration 24Q: 3 clusters Score -3.401098e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 285341 members 
Entering Unmasked Estep 
Score: -34010992.000000 Penalty: 6237.660156
	Iteration 25Q: 3 clusters Score -3.401099e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 285288 members 
Entering Unmasked Estep 
Score: -34011040.000000 Penalty: 6237.660156
	Iteration 26Q: 3 clusters Score -3.401104e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4264 members 
Mstep: Class 2 contains 285241 members 
Entering Unmasked Estep 
Score: -34011044.000000 Penalty: 6237.660156
	Iteration 27Q: 3 clusters Score -3.401104e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 285211 members 
Entering Unmasked Estep 
Score: -34011092.000000 Penalty: 6237.660156
	Iteration 28Q: 3 clusters Score -3.401109e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4321 members 
Mstep: Class 2 contains 285184 members 
Entering Unmasked Estep 
Score: -34011120.000000 Penalty: 6237.660156
	Iteration 29Q: 3 clusters Score -3.401112e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 285155 members 
Entering Unmasked Estep 
Score: -34011104.000000 Penalty: 6237.660156
	Iteration 30Q: 3 clusters Score -3.40111e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 285137 members 
Entering Unmasked Estep 
Score: -34011096.000000 Penalty: 6237.660156
	Iteration 31Q: 3 clusters Score -3.40111e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 285121 members 
Entering Unmasked Estep 
Score: -34011132.000000 Penalty: 6237.660156
	Iteration 32Q: 3 clusters Score -3.401113e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 285119 members 
Entering Unmasked Estep 
Score: -34011128.000000 Penalty: 6237.660156
	Iteration 33Q: 3 clusters Score -3.401113e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 285113 members 
Entering Unmasked Estep 
Score: -34011100.000000 Penalty: 6237.660156
	Iteration 34Q: 3 clusters Score -3.40111e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 285115 members 
Entering Unmasked Estep 
Score: -34011076.000000 Penalty: 6237.660156
	Iteration 35Q: 3 clusters Score -3.401108e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 285115 members 
Entering Unmasked Estep 
Score: -34011072.000000 Penalty: 6237.660156
	Iteration 36Q: 3 clusters Score -3.401107e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 285115 members 
Entering Unmasked Estep 
Score: -34011052.000000 Penalty: 6237.660156
	Iteration 37Q: 3 clusters Score -3.401105e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 285115 members 
Entering Unmasked Estep 
Score: -34011052.000000 Penalty: 6237.660156
	Iteration 38Q: 3 clusters Score -3.401105e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 285112 members 
Entering Unmasked Estep 
Score: -34011056.000000 Penalty: 6237.660156
	Iteration 39Q: 3 clusters Score -3.401106e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 285113 members 
Entering Unmasked Estep 
Score: -34011040.000000 Penalty: 6237.660156
	Iteration 40F: 3 clusters Score -3.401104e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 285115 members 
Entering Unmasked Estep 
Score: -34011032.000000 Penalty: 6237.660156
	Iteration 41Q: 3 clusters Score -3.401103e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 285116 members 
Entering Unmasked Estep 
Score: -34011064.000000 Penalty: 6237.660156
	Iteration 42Q: 3 clusters Score -3.401106e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 285112 members 
Entering Unmasked Estep 
Score: -34011056.000000 Penalty: 6237.660156
	Iteration 43Q: 3 clusters Score -3.401106e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 285113 members 
Entering Unmasked Estep 
Score: -34011060.000000 Penalty: 6237.660156
	Iteration 44Q: 3 clusters Score -3.401106e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 285113 members 
Entering Unmasked Estep 
Score: -34011072.000000 Penalty: 6237.660156
	Iteration 45Q: 3 clusters Score -3.401107e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 285111 members 
Entering Unmasked Estep 
Score: -34011072.000000 Penalty: 6237.660156
	Iteration 46Q: 3 clusters Score -3.401107e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 285116 members 
Entering Unmasked Estep 
Score: -34011072.000000 Penalty: 6237.660156
	Iteration 47Q: 3 clusters Score -3.401107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 285119 members 
Entering Unmasked Estep 
Score: -34011072.000000 Penalty: 6237.660156
	Iteration 48Q: 3 clusters Score -3.401107e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 285118 members 
Entering Unmasked Estep 
Score: -34011084.000000 Penalty: 6237.660156
	Iteration 49Q: 3 clusters Score -3.401108e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 285114 members 
Entering Unmasked Estep 
Score: -34011072.000000 Penalty: 6237.660156
	Iteration 50Q: 3 clusters Score -3.401107e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 285108 members 
Entering Unmasked Estep 
Score: -34011080.000000 Penalty: 6237.660156
	Iteration 51Q: 3 clusters Score -3.401108e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 285103 members 
Entering Unmasked Estep 
Score: -34011056.000000 Penalty: 6237.660156
	Iteration 52Q: 3 clusters Score -3.401106e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 285099 members 
Entering Unmasked Estep 
Score: -34011072.000000 Penalty: 6237.660156
	Iteration 53Q: 3 clusters Score -3.401107e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 285093 members 
Entering Unmasked Estep 
Score: -34011052.000000 Penalty: 6237.660156
	Iteration 54Q: 3 clusters Score -3.401105e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 285089 members 
Entering Unmasked Estep 
Score: -34011052.000000 Penalty: 6237.660156
	Iteration 55Q: 3 clusters Score -3.401105e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 285088 members 
Entering Unmasked Estep 
Score: -34011052.000000 Penalty: 6237.660156
	Iteration 56Q: 3 clusters Score -3.401105e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 285087 members 
Entering Unmasked Estep 
Score: -34011044.000000 Penalty: 6237.660156
	Iteration 57Q: 3 clusters Score -3.401104e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 285085 members 
Entering Unmasked Estep 
Score: -34011044.000000 Penalty: 6237.660156
	Iteration 58Q: 3 clusters Score -3.401104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 285085 members 
Entering Unmasked Estep 
Score: -34011044.000000 Penalty: 6237.660156
	Iteration 59F: 3 clusters Score -3.401104e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 93866 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 31264 members 
Mstep: Class 5 contains 118313 members 
Mstep: Class 6 contains 290138 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 14627 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 7877 members 
Mstep: Class 12 contains 9957 members 
Mstep: Class 13 contains 199553 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 19033 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 179616 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60250 members 
Mstep: Class 24 contains 18690 members 
Mstep: Class 25 contains 12570 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 741 members 
Mstep: Class 28 contains 285085 members 
Entering Unmasked Estep 
Score: -161422896.000000 Penalty: 98363.328125
Splitting cluster 17 changes total score from -161409568.000000 to -161422896.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 19 (19033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Entering Unmasked Estep 
Score: -2124263.000000 Penalty: 2443.774414
	Iteration 0F: 2 clusters Score -2124263 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2110790.000000 Penalty: 4887.548828
	Iteration 0F: 3 clusters Score -2110790 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 9021 members 
Entering Unmasked Estep 
Score: -2115324.500000 Penalty: 4887.548828
	Iteration 1F: 3 clusters Score -2115324 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10384 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2115851.500000 Penalty: 4887.548828
	Iteration 2F: 3 clusters Score -2115852 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2116353.750000 Penalty: 4887.548828
	Iteration 3F: 3 clusters Score -2116354 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -2116893.000000 Penalty: 4887.548828
	Iteration 4F: 3 clusters Score -2116893 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12090 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -2117516.750000 Penalty: 4887.548828
	Iteration 5F: 3 clusters Score -2117517 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2118140.750000 Penalty: 4887.548828
	Iteration 6F: 3 clusters Score -2118141 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -2118774.000000 Penalty: 4887.548828
	Iteration 7F: 3 clusters Score -2118774 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14417 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -2119386.500000 Penalty: 4887.548828
	Iteration 8Q: 3 clusters Score -2119386 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15115 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2119911.000000 Penalty: 4887.548828
	Iteration 9Q: 3 clusters Score -2119911 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -2120377.750000 Penalty: 4887.548828
	Iteration 10Q: 3 clusters Score -2120378 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16237 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -2120750.750000 Penalty: 4887.548828
	Iteration 11Q: 3 clusters Score -2120751 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2121041.500000 Penalty: 4887.548828
	Iteration 12Q: 3 clusters Score -2121042 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2121312.000000 Penalty: 4887.548828
	Iteration 13Q: 3 clusters Score -2121312 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17132 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -2121557.000000 Penalty: 4887.548828
	Iteration 14Q: 3 clusters Score -2121557 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -2121742.750000 Penalty: 4887.548828
	Iteration 15Q: 3 clusters Score -2121743 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17405 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -2121871.750000 Penalty: 4887.548828
	Iteration 16Q: 3 clusters Score -2121872 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2121951.750000 Penalty: 4887.548828
	Iteration 17Q: 3 clusters Score -2121952 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2121995.750000 Penalty: 4887.548828
	Iteration 18Q: 3 clusters Score -2121996 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17604 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -2122028.750000 Penalty: 4887.548828
	Iteration 19Q: 3 clusters Score -2122029 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17636 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -2122043.750000 Penalty: 4887.548828
	Iteration 20F: 3 clusters Score -2122044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -2122055.750000 Penalty: 4887.548828
	Iteration 21Q: 3 clusters Score -2122056 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17684 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -2122071.500000 Penalty: 4887.548828
	Iteration 22Q: 3 clusters Score -2122072 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17702 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -2122084.750000 Penalty: 4887.548828
	Iteration 23Q: 3 clusters Score -2122085 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -2122089.000000 Penalty: 4887.548828
	Iteration 24Q: 3 clusters Score -2122089 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -2122100.500000 Penalty: 4887.548828
	Iteration 25Q: 3 clusters Score -2122100 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2122107.750000 Penalty: 4887.548828
	Iteration 26Q: 3 clusters Score -2122108 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -2122116.250000 Penalty: 4887.548828
	Iteration 27Q: 3 clusters Score -2122116 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2122123.000000 Penalty: 4887.548828
	Iteration 28Q: 3 clusters Score -2122123 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2122130.750000 Penalty: 4887.548828
	Iteration 29Q: 3 clusters Score -2122131 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -2122132.000000 Penalty: 4887.548828
	Iteration 30Q: 3 clusters Score -2122132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17808 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -2122134.750000 Penalty: 4887.548828
	Iteration 31Q: 3 clusters Score -2122135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2122135.250000 Penalty: 4887.548828
	Iteration 32Q: 3 clusters Score -2122135 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2122136.500000 Penalty: 4887.548828
	Iteration 33Q: 3 clusters Score -2122136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2122135.250000 Penalty: 4887.548828
	Iteration 34Q: 3 clusters Score -2122135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2122138.750000 Penalty: 4887.548828
	Iteration 35Q: 3 clusters Score -2122139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2122138.750000 Penalty: 4887.548828
	Iteration 36Q: 3 clusters Score -2122139 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2122142.000000 Penalty: 4887.548828
	Iteration 37Q: 3 clusters Score -2122142 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17833 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2122143.000000 Penalty: 4887.548828
	Iteration 38Q: 3 clusters Score -2122143 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2122147.750000 Penalty: 4887.548828
	Iteration 39Q: 3 clusters Score -2122148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2122149.500000 Penalty: 4887.548828
	Iteration 40F: 3 clusters Score -2122150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2122148.750000 Penalty: 4887.548828
	Iteration 41Q: 3 clusters Score -2122149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2122148.750000 Penalty: 4887.548828
	Iteration 42Q: 3 clusters Score -2122149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2122150.500000 Penalty: 4887.548828
	Iteration 43Q: 3 clusters Score -2122150 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2122150.500000 Penalty: 4887.548828
	Iteration 44F: 3 clusters Score -2122150 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11746 members 
Entering Unmasked Estep 
Score: -1312958.000000 Penalty: 2324.074463
	Iteration 0F: 2 clusters Score -1312958 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1304209.250000 Penalty: 4648.148926
	Iteration 0F: 3 clusters Score -1304209 nChanged 4944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1307018.500000 Penalty: 4648.148926
	Iteration 1F: 3 clusters Score -1307018 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1307674.000000 Penalty: 4648.148926
	Iteration 2F: 3 clusters Score -1307674 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1308379.500000 Penalty: 4648.148926
	Iteration 3F: 3 clusters Score -1308380 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1309193.500000 Penalty: 4648.148926
	Iteration 4F: 3 clusters Score -1309194 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1310009.125000 Penalty: 4648.148926
	Iteration 5F: 3 clusters Score -1310009 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1310696.875000 Penalty: 4648.148926
	Iteration 6F: 3 clusters Score -1310697 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -1311158.625000 Penalty: 4648.148926
	Iteration 7F: 3 clusters Score -1311159 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1311455.750000 Penalty: 4648.148926
	Iteration 8Q: 3 clusters Score -1311456 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1311644.250000 Penalty: 4648.148926
	Iteration 9Q: 3 clusters Score -1311644 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9500 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1311766.250000 Penalty: 4648.148926
	Iteration 10Q: 3 clusters Score -1311766 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1311836.250000 Penalty: 4648.148926
	Iteration 11Q: 3 clusters Score -1311836 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9741 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -1311886.625000 Penalty: 4648.148926
	Iteration 12Q: 3 clusters Score -1311887 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1311923.000000 Penalty: 4648.148926
	Iteration 13Q: 3 clusters Score -1311923 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1311952.000000 Penalty: 4648.148926
	Iteration 14Q: 3 clusters Score -1311952 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9980 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1311977.500000 Penalty: 4648.148926
	Iteration 15Q: 3 clusters Score -1311978 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -1311999.000000 Penalty: 4648.148926
	Iteration 16Q: 3 clusters Score -1311999 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10094 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -1312021.125000 Penalty: 4648.148926
	Iteration 17Q: 3 clusters Score -1312021 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -1312038.500000 Penalty: 4648.148926
	Iteration 18Q: 3 clusters Score -1312038 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1312051.625000 Penalty: 4648.148926
	Iteration 19Q: 3 clusters Score -1312052 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1312060.000000 Penalty: 4648.148926
	Iteration 20F: 3 clusters Score -1312060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1312072.750000 Penalty: 4648.148926
	Iteration 21Q: 3 clusters Score -1312073 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10263 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1312079.750000 Penalty: 4648.148926
	Iteration 22Q: 3 clusters Score -1312080 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1312082.500000 Penalty: 4648.148926
	Iteration 23Q: 3 clusters Score -1312082 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1312087.750000 Penalty: 4648.148926
	Iteration 24Q: 3 clusters Score -1312088 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1312092.500000 Penalty: 4648.148926
	Iteration 25Q: 3 clusters Score -1312092 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10319 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -1312097.500000 Penalty: 4648.148926
	Iteration 26Q: 3 clusters Score -1312098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1312098.375000 Penalty: 4648.148926
	Iteration 27Q: 3 clusters Score -1312098 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10343 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1312106.000000 Penalty: 4648.148926
	Iteration 28Q: 3 clusters Score -1312106 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1312109.125000 Penalty: 4648.148926
	Iteration 29Q: 3 clusters Score -1312109 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10381 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -1312117.750000 Penalty: 4648.148926
	Iteration 30Q: 3 clusters Score -1312118 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1312132.750000 Penalty: 4648.148926
	Iteration 31Q: 3 clusters Score -1312133 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1312145.125000 Penalty: 4648.148926
	Iteration 32Q: 3 clusters Score -1312145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10454 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1312158.375000 Penalty: 4648.148926
	Iteration 33Q: 3 clusters Score -1312158 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10470 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1312167.375000 Penalty: 4648.148926
	Iteration 34Q: 3 clusters Score -1312167 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10486 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1312172.000000 Penalty: 4648.148926
	Iteration 35Q: 3 clusters Score -1312172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1312173.625000 Penalty: 4648.148926
	Iteration 36Q: 3 clusters Score -1312174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1312177.875000 Penalty: 4648.148926
	Iteration 37Q: 3 clusters Score -1312178 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10512 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1312181.250000 Penalty: 4648.148926
	Iteration 38Q: 3 clusters Score -1312181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -1312182.875000 Penalty: 4648.148926
	Iteration 39Q: 3 clusters Score -1312183 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10528 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1312184.750000 Penalty: 4648.148926
	Iteration 40F: 3 clusters Score -1312185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1312185.000000 Penalty: 4648.148926
	Iteration 41Q: 3 clusters Score -1312185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10535 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1312186.625000 Penalty: 4648.148926
	Iteration 42Q: 3 clusters Score -1312187 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1312184.000000 Penalty: 4648.148926
	Iteration 43Q: 3 clusters Score -1312184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1312184.000000 Penalty: 4648.148926
	Iteration 44F: 3 clusters Score -1312184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (179616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179616 members 
Entering Unmasked Estep 
Score: -21102862.000000 Penalty: 3000.447021
	Iteration 0F: 2 clusters Score -2.110286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89732 members 
Mstep: Class 2 contains 89884 members 
Entering Unmasked Estep 
Score: -20983078.000000 Penalty: 6000.894043
	Iteration 0F: 3 clusters Score -2.098308e+07 nChanged 86040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88442 members 
Mstep: Class 2 contains 91174 members 
Entering Unmasked Estep 
Score: -21033938.000000 Penalty: 6000.894043
	Iteration 1F: 3 clusters Score -2.103394e+07 nChanged 5889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87911 members 
Mstep: Class 2 contains 91705 members 
Entering Unmasked Estep 
Score: -21035230.000000 Penalty: 6000.894043
	Iteration 2Q: 3 clusters Score -2.103523e+07 nChanged 6020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87083 members 
Mstep: Class 2 contains 92533 members 
Entering Unmasked Estep 
Score: -21036782.000000 Penalty: 6000.894043
	Iteration 3Q: 3 clusters Score -2.103678e+07 nChanged 6262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85935 members 
Mstep: Class 2 contains 93681 members 
Entering Unmasked Estep 
Score: -21038510.000000 Penalty: 6000.894043
	Iteration 4Q: 3 clusters Score -2.103851e+07 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84203 members 
Mstep: Class 2 contains 95413 members 
Entering Unmasked Estep 
Score: -21040750.000000 Penalty: 6000.894043
	Iteration 5Q: 3 clusters Score -2.104075e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81733 members 
Mstep: Class 2 contains 97883 members 
Entering Unmasked Estep 
Score: -21043854.000000 Penalty: 6000.894043
	Iteration 6Q: 3 clusters Score -2.104385e+07 nChanged 8797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78234 members 
Mstep: Class 2 contains 101382 members 
Entering Unmasked Estep 
Score: -21048236.000000 Penalty: 6000.894043
	Iteration 7Q: 3 clusters Score -2.104824e+07 nChanged 10083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73497 members 
Mstep: Class 2 contains 106119 members 
Entering Unmasked Estep 
Score: -21054456.000000 Penalty: 6000.894043
	Iteration 8F: 3 clusters Score -2.105446e+07 nChanged 10976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67789 members 
Mstep: Class 2 contains 111827 members 
Entering Unmasked Estep 
Score: -21062516.000000 Penalty: 6000.894043
	Iteration 9F: 3 clusters Score -2.106252e+07 nChanged 11031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62292 members 
Mstep: Class 2 contains 117324 members 
Entering Unmasked Estep 
Score: -21070814.000000 Penalty: 6000.894043
	Iteration 10F: 3 clusters Score -2.107081e+07 nChanged 9436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58108 members 
Mstep: Class 2 contains 121508 members 
Entering Unmasked Estep 
Score: -21076682.000000 Penalty: 6000.894043
	Iteration 11F: 3 clusters Score -2.107668e+07 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 124878 members 
Entering Unmasked Estep 
Score: -21079632.000000 Penalty: 6000.894043
	Iteration 12Q: 3 clusters Score -2.107963e+07 nChanged 4743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51595 members 
Mstep: Class 2 contains 128021 members 
Entering Unmasked Estep 
Score: -21081444.000000 Penalty: 6000.894043
	Iteration 13Q: 3 clusters Score -2.108144e+07 nChanged 3764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48397 members 
Mstep: Class 2 contains 131219 members 
Entering Unmasked Estep 
Score: -21082836.000000 Penalty: 6000.894043
	Iteration 14Q: 3 clusters Score -2.108284e+07 nChanged 3565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45066 members 
Mstep: Class 2 contains 134550 members 
Entering Unmasked Estep 
Score: -21084422.000000 Penalty: 6000.894043
	Iteration 15Q: 3 clusters Score -2.108442e+07 nChanged 3608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 137986 members 
Entering Unmasked Estep 
Score: -21086044.000000 Penalty: 6000.894043
	Iteration 16Q: 3 clusters Score -2.108604e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 141432 members 
Entering Unmasked Estep 
Score: -21087522.000000 Penalty: 6000.894043
	Iteration 17Q: 3 clusters Score -2.108752e+07 nChanged 3497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 144815 members 
Entering Unmasked Estep 
Score: -21089082.000000 Penalty: 6000.894043
	Iteration 18Q: 3 clusters Score -2.108908e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31569 members 
Mstep: Class 2 contains 148047 members 
Entering Unmasked Estep 
Score: -21090720.000000 Penalty: 6000.894043
	Iteration 19Q: 3 clusters Score -2.109072e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28620 members 
Mstep: Class 2 contains 150996 members 
Entering Unmasked Estep 
Score: -21092162.000000 Penalty: 6000.894043
	Iteration 20F: 3 clusters Score -2.109216e+07 nChanged 2824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25870 members 
Mstep: Class 2 contains 153746 members 
Entering Unmasked Estep 
Score: -21093432.000000 Penalty: 6000.894043
	Iteration 21Q: 3 clusters Score -2.109343e+07 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23325 members 
Mstep: Class 2 contains 156291 members 
Entering Unmasked Estep 
Score: -21094562.000000 Penalty: 6000.894043
	Iteration 22Q: 3 clusters Score -2.109456e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 158615 members 
Entering Unmasked Estep 
Score: -21095600.000000 Penalty: 6000.894043
	Iteration 23Q: 3 clusters Score -2.10956e+07 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 160673 members 
Entering Unmasked Estep 
Score: -21096468.000000 Penalty: 6000.894043
	Iteration 24Q: 3 clusters Score -2.109647e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17110 members 
Mstep: Class 2 contains 162506 members 
Entering Unmasked Estep 
Score: -21097368.000000 Penalty: 6000.894043
	Iteration 25Q: 3 clusters Score -2.109737e+07 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 164155 members 
Entering Unmasked Estep 
Score: -21097876.000000 Penalty: 6000.894043
	Iteration 26Q: 3 clusters Score -2.109788e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14012 members 
Mstep: Class 2 contains 165604 members 
Entering Unmasked Estep 
Score: -21098354.000000 Penalty: 6000.894043
	Iteration 27Q: 3 clusters Score -2.109835e+07 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 166937 members 
Entering Unmasked Estep 
Score: -21098836.000000 Penalty: 6000.894043
	Iteration 28Q: 3 clusters Score -2.109884e+07 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11474 members 
Mstep: Class 2 contains 168142 members 
Entering Unmasked Estep 
Score: -21099468.000000 Penalty: 6000.894043
	Iteration 29Q: 3 clusters Score -2.109947e+07 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 169233 members 
Entering Unmasked Estep 
Score: -21099856.000000 Penalty: 6000.894043
	Iteration 30Q: 3 clusters Score -2.109986e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 170196 members 
Entering Unmasked Estep 
Score: -21100284.000000 Penalty: 6000.894043
	Iteration 31Q: 3 clusters Score -2.110028e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 171023 members 
Entering Unmasked Estep 
Score: -21100562.000000 Penalty: 6000.894043
	Iteration 32Q: 3 clusters Score -2.110056e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 171741 members 
Entering Unmasked Estep 
Score: -21100848.000000 Penalty: 6000.894043
	Iteration 33Q: 3 clusters Score -2.110085e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7245 members 
Mstep: Class 2 contains 172371 members 
Entering Unmasked Estep 
Score: -21101276.000000 Penalty: 6000.894043
	Iteration 34Q: 3 clusters Score -2.110128e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 172956 members 
Entering Unmasked Estep 
Score: -21101694.000000 Penalty: 6000.894043
	Iteration 35Q: 3 clusters Score -2.110169e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 173439 members 
Entering Unmasked Estep 
Score: -21102046.000000 Penalty: 6000.894043
	Iteration 36Q: 3 clusters Score -2.110205e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 173866 members 
Entering Unmasked Estep 
Score: -21102396.000000 Penalty: 6000.894043
	Iteration 37Q: 3 clusters Score -2.11024e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 174264 members 
Entering Unmasked Estep 
Score: -21102810.000000 Penalty: 6000.894043
	Iteration 38Q: 3 clusters Score -2.110281e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 174579 members 
Entering Unmasked Estep 
Score: -21103302.000000 Penalty: 6000.894043
	Iteration 39Q: 3 clusters Score -2.11033e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 174817 members 
Entering Unmasked Estep 
Score: -21103874.000000 Penalty: 6000.894043
	Iteration 40F: 3 clusters Score -2.110387e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 174946 members 
Entering Unmasked Estep 
Score: -21104376.000000 Penalty: 6000.894043
	Iteration 41Q: 3 clusters Score -2.110438e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 174975 members 
Entering Unmasked Estep 
Score: -21104682.000000 Penalty: 6000.894043
	Iteration 42Q: 3 clusters Score -2.110468e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 174929 members 
Entering Unmasked Estep 
Score: -21104956.000000 Penalty: 6000.894043
	Iteration 43Q: 3 clusters Score -2.110496e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 174898 members 
Entering Unmasked Estep 
Score: -21105016.000000 Penalty: 6000.894043
	Iteration 44Q: 3 clusters Score -2.110502e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 174851 members 
Entering Unmasked Estep 
Score: -21105124.000000 Penalty: 6000.894043
	Iteration 45Q: 3 clusters Score -2.110512e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 174836 members 
Entering Unmasked Estep 
Score: -21105148.000000 Penalty: 6000.894043
	Iteration 46Q: 3 clusters Score -2.110515e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 174821 members 
Entering Unmasked Estep 
Score: -21105254.000000 Penalty: 6000.894043
	Iteration 47Q: 3 clusters Score -2.110525e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 174797 members 
Entering Unmasked Estep 
Score: -21105238.000000 Penalty: 6000.894043
	Iteration 48Q: 3 clusters Score -2.110524e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4835 members 
Mstep: Class 2 contains 174781 members 
Entering Unmasked Estep 
Score: -21105254.000000 Penalty: 6000.894043
	Iteration 49Q: 3 clusters Score -2.110525e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 174752 members 
Entering Unmasked Estep 
Score: -21105270.000000 Penalty: 6000.894043
	Iteration 50Q: 3 clusters Score -2.110527e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 174726 members 
Entering Unmasked Estep 
Score: -21105272.000000 Penalty: 6000.894043
	Iteration 51Q: 3 clusters Score -2.110527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 174709 members 
Entering Unmasked Estep 
Score: -21105288.000000 Penalty: 6000.894043
	Iteration 52Q: 3 clusters Score -2.110529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 174693 members 
Entering Unmasked Estep 
Score: -21105316.000000 Penalty: 6000.894043
	Iteration 53Q: 3 clusters Score -2.110532e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 174683 members 
Entering Unmasked Estep 
Score: -21105312.000000 Penalty: 6000.894043
	Iteration 54Q: 3 clusters Score -2.110531e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 174677 members 
Entering Unmasked Estep 
Score: -21105318.000000 Penalty: 6000.894043
	Iteration 55Q: 3 clusters Score -2.110532e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 174673 members 
Entering Unmasked Estep 
Score: -21105322.000000 Penalty: 6000.894043
	Iteration 56Q: 3 clusters Score -2.110532e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 174669 members 
Entering Unmasked Estep 
Score: -21105320.000000 Penalty: 6000.894043
	Iteration 57Q: 3 clusters Score -2.110532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 174665 members 
Entering Unmasked Estep 
Score: -21105318.000000 Penalty: 6000.894043
	Iteration 58Q: 3 clusters Score -2.110532e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 174664 members 
Entering Unmasked Estep 
Score: -21105302.000000 Penalty: 6000.894043
	Iteration 59Q: 3 clusters Score -2.11053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 174662 members 
Entering Unmasked Estep 
Score: -21105302.000000 Penalty: 6000.894043
	Iteration 60F: 3 clusters Score -2.11053e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 174661 members 
Entering Unmasked Estep 
Score: -21105312.000000 Penalty: 6000.894043
	Iteration 61Q: 3 clusters Score -2.110531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 174660 members 
Entering Unmasked Estep 
Score: -21105310.000000 Penalty: 6000.894043
	Iteration 62Q: 3 clusters Score -2.110531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 174658 members 
Entering Unmasked Estep 
Score: -21105312.000000 Penalty: 6000.894043
	Iteration 63Q: 3 clusters Score -2.110531e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 174657 members 
Entering Unmasked Estep 
Score: -21105318.000000 Penalty: 6000.894043
	Iteration 64Q: 3 clusters Score -2.110532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 174657 members 
Entering Unmasked Estep 
Score: -21105318.000000 Penalty: 6000.894043
	Iteration 65F: 3 clusters Score -2.110532e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 93866 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 31264 members 
Mstep: Class 5 contains 118313 members 
Mstep: Class 6 contains 290138 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 14627 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 7877 members 
Mstep: Class 12 contains 9957 members 
Mstep: Class 13 contains 199553 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 18 contains 3086 members 
Mstep: Class 19 contains 19033 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 4959 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60250 members 
Mstep: Class 24 contains 18690 members 
Mstep: Class 25 contains 12570 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 741 members 
Mstep: Class 28 contains 285085 members 
Mstep: Class 29 contains 174657 members 
Entering Unmasked Estep 
Score: -161424720.000000 Penalty: 101876.304688
Splitting cluster 21 changes total score from -161409568.000000 to -161424720.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 22 (2196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Entering Unmasked Estep 
Score: -256357.859375 Penalty: 1908.209351
	Iteration 0F: 2 clusters Score -256357.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -253568.734375 Penalty: 3816.418701
	Iteration 0F: 3 clusters Score -253568.7 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -254023.281250 Penalty: 3816.418701
	Iteration 1F: 3 clusters Score -254023.3 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -254153.000000 Penalty: 3816.418701
	Iteration 2F: 3 clusters Score -254153 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -254216.796875 Penalty: 3816.418701
	Iteration 3Q: 3 clusters Score -254216.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -254260.953125 Penalty: 3816.418701
	Iteration 4Q: 3 clusters Score -254261 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -254291.312500 Penalty: 3816.418701
	Iteration 5Q: 3 clusters Score -254291.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -254316.828125 Penalty: 3816.418701
	Iteration 6Q: 3 clusters Score -254316.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -254343.609375 Penalty: 3816.418701
	Iteration 7Q: 3 clusters Score -254343.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -254359.812500 Penalty: 3816.418701
	Iteration 8Q: 3 clusters Score -254359.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -254374.343750 Penalty: 3816.418701
	Iteration 9Q: 3 clusters Score -254374.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -254381.328125 Penalty: 3816.418701
	Iteration 10Q: 3 clusters Score -254381.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -254386.671875 Penalty: 3816.418701
	Iteration 11Q: 3 clusters Score -254386.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -254391.234375 Penalty: 3816.418701
	Iteration 12Q: 3 clusters Score -254391.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -254398.062500 Penalty: 3816.418701
	Iteration 13Q: 3 clusters Score -254398.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -254410.203125 Penalty: 3816.418701
	Iteration 14Q: 3 clusters Score -254410.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -254420.015625 Penalty: 3816.418701
	Iteration 15Q: 3 clusters Score -254420 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -254427.500000 Penalty: 3816.418701
	Iteration 16Q: 3 clusters Score -254427.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -254438.421875 Penalty: 3816.418701
	Iteration 17Q: 3 clusters Score -254438.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -254449.984375 Penalty: 3816.418701
	Iteration 18Q: 3 clusters Score -254450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -254456.625000 Penalty: 3816.418701
	Iteration 19Q: 3 clusters Score -254456.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -254463.859375 Penalty: 3816.418701
	Iteration 20F: 3 clusters Score -254463.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -254469.156250 Penalty: 3816.418701
	Iteration 21Q: 3 clusters Score -254469.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -254473.281250 Penalty: 3816.418701
	Iteration 22Q: 3 clusters Score -254473.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -254477.921875 Penalty: 3816.418701
	Iteration 23Q: 3 clusters Score -254477.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -254482.078125 Penalty: 3816.418701
	Iteration 24Q: 3 clusters Score -254482.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -254489.687500 Penalty: 3816.418701
	Iteration 25Q: 3 clusters Score -254489.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -254497.234375 Penalty: 3816.418701
	Iteration 26Q: 3 clusters Score -254497.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -254504.234375 Penalty: 3816.418701
	Iteration 27Q: 3 clusters Score -254504.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -254507.125000 Penalty: 3816.418701
	Iteration 28Q: 3 clusters Score -254507.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -254510.187500 Penalty: 3816.418701
	Iteration 29Q: 3 clusters Score -254510.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -254511.046875 Penalty: 3816.418701
	Iteration 30Q: 3 clusters Score -254511 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -254513.281250 Penalty: 3816.418701
	Iteration 31Q: 3 clusters Score -254513.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -254515.500000 Penalty: 3816.418701
	Iteration 32Q: 3 clusters Score -254515.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -254516.734375 Penalty: 3816.418701
	Iteration 33Q: 3 clusters Score -254516.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -254518.359375 Penalty: 3816.418701
	Iteration 34Q: 3 clusters Score -254518.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -254518.843750 Penalty: 3816.418701
	Iteration 35Q: 3 clusters Score -254518.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -254519.453125 Penalty: 3816.418701
	Iteration 36Q: 3 clusters Score -254519.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -254519.453125 Penalty: 3816.418701
	Iteration 37F: 3 clusters Score -254519.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (60250 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60250 members 
Entering Unmasked Estep 
Score: -7157385.000000 Penalty: 2729.552002
	Iteration 0F: 2 clusters Score -7157385 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30000 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -7116710.000000 Penalty: 5459.104004
	Iteration 0F: 3 clusters Score -7116710 nChanged 27989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 31155 members 
Entering Unmasked Estep 
Score: -7132354.500000 Penalty: 5459.104004
	Iteration 1F: 3 clusters Score -7132354 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28491 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -7132973.500000 Penalty: 5459.104004
	Iteration 2Q: 3 clusters Score -7132974 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27606 members 
Mstep: Class 2 contains 32644 members 
Entering Unmasked Estep 
Score: -7133701.500000 Penalty: 5459.104004
	Iteration 3Q: 3 clusters Score -7133702 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26356 members 
Mstep: Class 2 contains 33894 members 
Entering Unmasked Estep 
Score: -7134537.000000 Penalty: 5459.104004
	Iteration 4Q: 3 clusters Score -7134537 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24558 members 
Mstep: Class 2 contains 35692 members 
Entering Unmasked Estep 
Score: -7135712.000000 Penalty: 5459.104004
	Iteration 5Q: 3 clusters Score -7135712 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 38127 members 
Entering Unmasked Estep 
Score: -7137297.000000 Penalty: 5459.104004
	Iteration 6Q: 3 clusters Score -7137297 nChanged 3414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 41231 members 
Entering Unmasked Estep 
Score: -7139595.000000 Penalty: 5459.104004
	Iteration 7F: 3 clusters Score -7139595 nChanged 3890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -7142611.000000 Penalty: 5459.104004
	Iteration 8F: 3 clusters Score -7142611 nChanged 4038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11349 members 
Mstep: Class 2 contains 48901 members 
Entering Unmasked Estep 
Score: -7145966.000000 Penalty: 5459.104004
	Iteration 9F: 3 clusters Score -7145966 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 52406 members 
Entering Unmasked Estep 
Score: -7148950.000000 Penalty: 5459.104004
	Iteration 10F: 3 clusters Score -7148950 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 55147 members 
Entering Unmasked Estep 
Score: -7151303.000000 Penalty: 5459.104004
	Iteration 11Q: 3 clusters Score -7151303 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 57088 members 
Entering Unmasked Estep 
Score: -7152907.500000 Penalty: 5459.104004
	Iteration 12Q: 3 clusters Score -7152908 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 58199 members 
Entering Unmasked Estep 
Score: -7153763.500000 Penalty: 5459.104004
	Iteration 13Q: 3 clusters Score -7153764 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 58849 members 
Entering Unmasked Estep 
Score: -7154265.500000 Penalty: 5459.104004
	Iteration 14Q: 3 clusters Score -7154266 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -7154536.500000 Penalty: 5459.104004
	Iteration 15Q: 3 clusters Score -7154536 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 59381 members 
Entering Unmasked Estep 
Score: -7154718.500000 Penalty: 5459.104004
	Iteration 16Q: 3 clusters Score -7154718 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -7154838.000000 Penalty: 5459.104004
	Iteration 17Q: 3 clusters Score -7154838 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 59580 members 
Entering Unmasked Estep 
Score: -7154884.000000 Penalty: 5459.104004
	Iteration 18Q: 3 clusters Score -7154884 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 59637 members 
Entering Unmasked Estep 
Score: -7154954.500000 Penalty: 5459.104004
	Iteration 19Q: 3 clusters Score -7154954 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 59670 members 
Entering Unmasked Estep 
Score: -7154985.000000 Penalty: 5459.104004
	Iteration 20F: 3 clusters Score -7154985 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 59687 members 
Entering Unmasked Estep 
Score: -7154997.500000 Penalty: 5459.104004
	Iteration 21Q: 3 clusters Score -7154998 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 59706 members 
Entering Unmasked Estep 
Score: -7155019.000000 Penalty: 5459.104004
	Iteration 22Q: 3 clusters Score -7155019 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 59721 members 
Entering Unmasked Estep 
Score: -7155035.500000 Penalty: 5459.104004
	Iteration 23Q: 3 clusters Score -7155036 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 59731 members 
Entering Unmasked Estep 
Score: -7155056.500000 Penalty: 5459.104004
	Iteration 24Q: 3 clusters Score -7155056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 59735 members 
Entering Unmasked Estep 
Score: -7155054.000000 Penalty: 5459.104004
	Iteration 25Q: 3 clusters Score -7155054 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -7155055.500000 Penalty: 5459.104004
	Iteration 26Q: 3 clusters Score -7155056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 59749 members 
Entering Unmasked Estep 
Score: -7155065.500000 Penalty: 5459.104004
	Iteration 27Q: 3 clusters Score -7155066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 59758 members 
Entering Unmasked Estep 
Score: -7155076.000000 Penalty: 5459.104004
	Iteration 28Q: 3 clusters Score -7155076 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 59765 members 
Entering Unmasked Estep 
Score: -7155084.000000 Penalty: 5459.104004
	Iteration 29Q: 3 clusters Score -7155084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 59770 members 
Entering Unmasked Estep 
Score: -7155088.500000 Penalty: 5459.104004
	Iteration 30Q: 3 clusters Score -7155088 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 59774 members 
Entering Unmasked Estep 
Score: -7155099.500000 Penalty: 5459.104004
	Iteration 31Q: 3 clusters Score -7155100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 59776 members 
Entering Unmasked Estep 
Score: -7155100.500000 Penalty: 5459.104004
	Iteration 32Q: 3 clusters Score -7155100 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 59778 members 
Entering Unmasked Estep 
Score: -7155100.500000 Penalty: 5459.104004
	Iteration 33Q: 3 clusters Score -7155100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7155110.000000 Penalty: 5459.104004
	Iteration 34Q: 3 clusters Score -7155110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7155109.500000 Penalty: 5459.104004
	Iteration 35Q: 3 clusters Score -7155110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -7155112.500000 Penalty: 5459.104004
	Iteration 36Q: 3 clusters Score -7155112 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 59777 members 
Entering Unmasked Estep 
Score: -7155114.500000 Penalty: 5459.104004
	Iteration 37Q: 3 clusters Score -7155114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -7155118.000000 Penalty: 5459.104004
	Iteration 38Q: 3 clusters Score -7155118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 59781 members 
Entering Unmasked Estep 
Score: -7155117.500000 Penalty: 5459.104004
	Iteration 39Q: 3 clusters Score -7155118 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 59783 members 
Entering Unmasked Estep 
Score: -7155117.000000 Penalty: 5459.104004
	Iteration 40F: 3 clusters Score -7155117 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -7155119.000000 Penalty: 5459.104004
	Iteration 41Q: 3 clusters Score -7155119 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -7155121.500000 Penalty: 5459.104004
	Iteration 42Q: 3 clusters Score -7155122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 59786 members 
Entering Unmasked Estep 
Score: -7155121.500000 Penalty: 5459.104004
	Iteration 43F: 3 clusters Score -7155122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 26 members 
Mstep: Class 2 contains 93866 members 
Mstep: Class 3 contains 1705 members 
Mstep: Class 4 contains 31264 members 
Mstep: Class 5 contains 118313 members 
Mstep: Class 6 contains 290138 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 14683 members 
Mstep: Class 9 contains 14627 members 
Mstep: Class 10 contains 2287 members 
Mstep: Class 11 contains 7877 members 
Mstep: Class 12 contains 9957 members 
Mstep: Class 13 contains 199553 members 
Mstep: Class 14 contains 17862 members 
Mstep: Class 15 contains 3304 members 
Mstep: Class 16 contains 2128 members 
Mstep: Class 17 contains 4420 members 
Mstep: Class 19 contains 19033 members 
Mstep: Class 20 contains 11746 members 
Mstep: Class 21 contains 4959 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60250 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431248.000000 Penalty: 101876.304688
Iteration 39Q: 30 clusters Score -1.614312e+08 nChanged 19293
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 93534 members 
Mstep: Class 3 contains 1711 members 
Mstep: Class 4 contains 31093 members 
Mstep: Class 5 contains 118351 members 
Mstep: Class 6 contains 293009 members 
Mstep: Class 7 contains 6217 members 
Mstep: Class 8 contains 14874 members 
Mstep: Class 9 contains 15097 members 
Mstep: Class 10 contains 2286 members 
Mstep: Class 11 contains 7851 members 
Mstep: Class 12 contains 10032 members 
Mstep: Class 13 contains 200654 members 
Mstep: Class 14 contains 17950 members 
Mstep: Class 15 contains 3590 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 4845 members 
Mstep: Class 18 contains 3043 members 
Mstep: Class 19 contains 19434 members 
Mstep: Class 20 contains 11681 members 
Mstep: Class 21 contains 5682 members 
Mstep: Class 22 contains 2204 members 
Mstep: Class 23 contains 60475 members 
Mstep: Class 24 contains 18039 members 
Mstep: Class 25 contains 12052 members 
Mstep: Class 26 contains 501 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 281984 members 
Mstep: Class 29 contains 172183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436784.000000 Penalty: 101876.304688
Iteration 40F: 30 clusters Score -1.614368e+08 nChanged 17936
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 93130 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 30655 members 
Mstep: Class 5 contains 118402 members 
Mstep: Class 6 contains 293294 members 
Mstep: Class 7 contains 6314 members 
Mstep: Class 8 contains 14840 members 
Mstep: Class 9 contains 15317 members 
Mstep: Class 10 contains 2255 members 
Mstep: Class 11 contains 7783 members 
Mstep: Class 12 contains 10015 members 
Mstep: Class 13 contains 200217 members 
Mstep: Class 14 contains 17572 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 5024 members 
Mstep: Class 18 contains 3202 members 
Mstep: Class 19 contains 19255 members 
Mstep: Class 20 contains 11629 members 
Mstep: Class 21 contains 6218 members 
Mstep: Class 22 contains 2195 members 
Mstep: Class 23 contains 60353 members 
Mstep: Class 24 contains 18327 members 
Mstep: Class 25 contains 12044 members 
Mstep: Class 26 contains 509 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 281718 members 
Mstep: Class 29 contains 172083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438928.000000 Penalty: 101876.304688
Iteration 41Q: 30 clusters Score -1.614389e+08 nChanged 12763
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 92910 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 30287 members 
Mstep: Class 5 contains 118448 members 
Mstep: Class 6 contains 293427 members 
Mstep: Class 7 contains 6386 members 
Mstep: Class 8 contains 14929 members 
Mstep: Class 9 contains 15587 members 
Mstep: Class 10 contains 2228 members 
Mstep: Class 11 contains 7752 members 
Mstep: Class 12 contains 10028 members 
Mstep: Class 13 contains 199816 members 
Mstep: Class 14 contains 17382 members 
Mstep: Class 15 contains 3681 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 5170 members 
Mstep: Class 18 contains 3250 members 
Mstep: Class 19 contains 19151 members 
Mstep: Class 20 contains 11586 members 
Mstep: Class 21 contains 6731 members 
Mstep: Class 22 contains 2197 members 
Mstep: Class 23 contains 60209 members 
Mstep: Class 24 contains 18491 members 
Mstep: Class 25 contains 11936 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 281492 members 
Mstep: Class 29 contains 171840 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440224.000000 Penalty: 101876.304688
Iteration 42Q: 30 clusters Score -1.614402e+08 nChanged 11212
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 92734 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 29993 members 
Mstep: Class 5 contains 118535 members 
Mstep: Class 6 contains 293423 members 
Mstep: Class 7 contains 6440 members 
Mstep: Class 8 contains 15033 members 
Mstep: Class 9 contains 15826 members 
Mstep: Class 10 contains 2209 members 
Mstep: Class 11 contains 7708 members 
Mstep: Class 12 contains 10074 members 
Mstep: Class 13 contains 199463 members 
Mstep: Class 14 contains 17236 members 
Mstep: Class 15 contains 3688 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 5337 members 
Mstep: Class 18 contains 3269 members 
Mstep: Class 19 contains 19100 members 
Mstep: Class 20 contains 11553 members 
Mstep: Class 21 contains 7228 members 
Mstep: Class 22 contains 2198 members 
Mstep: Class 23 contains 60129 members 
Mstep: Class 24 contains 18607 members 
Mstep: Class 25 contains 11836 members 
Mstep: Class 26 contains 507 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 281197 members 
Mstep: Class 29 contains 171518 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440768.000000 Penalty: 101876.304688
Iteration 43Q: 30 clusters Score -1.614408e+08 nChanged 10261
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 92589 members 
Mstep: Class 3 contains 1683 members 
Mstep: Class 4 contains 29691 members 
Mstep: Class 5 contains 118612 members 
Mstep: Class 6 contains 293524 members 
Mstep: Class 7 contains 6474 members 
Mstep: Class 8 contains 15187 members 
Mstep: Class 9 contains 16028 members 
Mstep: Class 10 contains 2192 members 
Mstep: Class 11 contains 7624 members 
Mstep: Class 12 contains 10124 members 
Mstep: Class 13 contains 199128 members 
Mstep: Class 14 contains 17110 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 5493 members 
Mstep: Class 18 contains 3280 members 
Mstep: Class 19 contains 19027 members 
Mstep: Class 20 contains 11530 members 
Mstep: Class 21 contains 7665 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 60124 members 
Mstep: Class 24 contains 18687 members 
Mstep: Class 25 contains 11775 members 
Mstep: Class 26 contains 503 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 280900 members 
Mstep: Class 29 contains 171177 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442512.000000 Penalty: 101876.304688
Iteration 44Q: 30 clusters Score -1.614425e+08 nChanged 9529
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 92488 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 29419 members 
Mstep: Class 5 contains 118671 members 
Mstep: Class 6 contains 293578 members 
Mstep: Class 7 contains 6502 members 
Mstep: Class 8 contains 15352 members 
Mstep: Class 9 contains 16227 members 
Mstep: Class 10 contains 2183 members 
Mstep: Class 11 contains 7555 members 
Mstep: Class 12 contains 10156 members 
Mstep: Class 13 contains 198884 members 
Mstep: Class 14 contains 16966 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 5621 members 
Mstep: Class 18 contains 3302 members 
Mstep: Class 19 contains 18973 members 
Mstep: Class 20 contains 11502 members 
Mstep: Class 21 contains 8090 members 
Mstep: Class 22 contains 2201 members 
Mstep: Class 23 contains 60149 members 
Mstep: Class 24 contains 18755 members 
Mstep: Class 25 contains 11728 members 
Mstep: Class 26 contains 500 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 280546 members 
Mstep: Class 29 contains 170818 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444224.000000 Penalty: 101876.304688
Iteration 45Q: 30 clusters Score -1.614442e+08 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 92420 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 29170 members 
Mstep: Class 5 contains 118665 members 
Mstep: Class 6 contains 293738 members 
Mstep: Class 7 contains 6515 members 
Mstep: Class 8 contains 15549 members 
Mstep: Class 9 contains 16401 members 
Mstep: Class 10 contains 2172 members 
Mstep: Class 11 contains 7479 members 
Mstep: Class 12 contains 10193 members 
Mstep: Class 13 contains 198662 members 
Mstep: Class 14 contains 16805 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 5745 members 
Mstep: Class 18 contains 3317 members 
Mstep: Class 19 contains 18933 members 
Mstep: Class 20 contains 11489 members 
Mstep: Class 21 contains 8466 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 60182 members 
Mstep: Class 24 contains 18804 members 
Mstep: Class 25 contains 11676 members 
Mstep: Class 26 contains 499 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 280183 members 
Mstep: Class 29 contains 170436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445664.000000 Penalty: 101876.304688
Iteration 46Q: 30 clusters Score -1.614457e+08 nChanged 8735
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11118 members 
Mstep: Class 2 contains 92377 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 28954 members 
Mstep: Class 5 contains 118685 members 
Mstep: Class 6 contains 293809 members 
Mstep: Class 7 contains 6528 members 
Mstep: Class 8 contains 15731 members 
Mstep: Class 9 contains 16536 members 
Mstep: Class 10 contains 2167 members 
Mstep: Class 11 contains 7398 members 
Mstep: Class 12 contains 10241 members 
Mstep: Class 13 contains 198540 members 
Mstep: Class 14 contains 16630 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 5854 members 
Mstep: Class 18 contains 3331 members 
Mstep: Class 19 contains 18885 members 
Mstep: Class 20 contains 11476 members 
Mstep: Class 21 contains 8806 members 
Mstep: Class 22 contains 2199 members 
Mstep: Class 23 contains 60207 members 
Mstep: Class 24 contains 18881 members 
Mstep: Class 25 contains 11640 members 
Mstep: Class 26 contains 498 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 279880 members 
Mstep: Class 29 contains 169999 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446304.000000 Penalty: 101876.304688
Iteration 47Q: 30 clusters Score -1.614463e+08 nChanged 8457
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 92362 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 28742 members 
Mstep: Class 5 contains 118697 members 
Mstep: Class 6 contains 293861 members 
Mstep: Class 7 contains 6539 members 
Mstep: Class 8 contains 15921 members 
Mstep: Class 9 contains 16693 members 
Mstep: Class 10 contains 2158 members 
Mstep: Class 11 contains 7340 members 
Mstep: Class 12 contains 10299 members 
Mstep: Class 13 contains 198441 members 
Mstep: Class 14 contains 16441 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 5974 members 
Mstep: Class 18 contains 3339 members 
Mstep: Class 19 contains 18863 members 
Mstep: Class 20 contains 11459 members 
Mstep: Class 21 contains 9134 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60271 members 
Mstep: Class 24 contains 18934 members 
Mstep: Class 25 contains 11596 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 279603 members 
Mstep: Class 29 contains 169485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446800.000000 Penalty: 101876.304688
Iteration 48Q: 30 clusters Score -1.614468e+08 nChanged 8170
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 11886 members 
Mstep: Class 2 contains 92354 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 28535 members 
Mstep: Class 5 contains 118720 members 
Mstep: Class 6 contains 293819 members 
Mstep: Class 7 contains 6548 members 
Mstep: Class 8 contains 16153 members 
Mstep: Class 9 contains 16852 members 
Mstep: Class 10 contains 2142 members 
Mstep: Class 11 contains 7277 members 
Mstep: Class 12 contains 10358 members 
Mstep: Class 13 contains 198359 members 
Mstep: Class 14 contains 16213 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 3345 members 
Mstep: Class 19 contains 18842 members 
Mstep: Class 20 contains 11441 members 
Mstep: Class 21 contains 9449 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60294 members 
Mstep: Class 24 contains 18975 members 
Mstep: Class 25 contains 11565 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 279481 members 
Mstep: Class 29 contains 168975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447376.000000 Penalty: 101876.304688
Iteration 49Q: 30 clusters Score -1.614474e+08 nChanged 7962
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 92307 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 28367 members 
Mstep: Class 5 contains 118811 members 
Mstep: Class 6 contains 293888 members 
Mstep: Class 7 contains 6564 members 
Mstep: Class 8 contains 16358 members 
Mstep: Class 9 contains 17002 members 
Mstep: Class 10 contains 2124 members 
Mstep: Class 11 contains 7189 members 
Mstep: Class 12 contains 10406 members 
Mstep: Class 13 contains 198305 members 
Mstep: Class 14 contains 16006 members 
Mstep: Class 15 contains 3703 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 6226 members 
Mstep: Class 18 contains 3353 members 
Mstep: Class 19 contains 18824 members 
Mstep: Class 20 contains 11433 members 
Mstep: Class 21 contains 9745 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60343 members 
Mstep: Class 24 contains 19000 members 
Mstep: Class 25 contains 11530 members 
Mstep: Class 26 contains 497 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 279233 members 
Mstep: Class 29 contains 168465 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447872.000000 Penalty: 101876.304688
Iteration 50Q: 30 clusters Score -1.614479e+08 nChanged 7819
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12516 members 
Mstep: Class 2 contains 92278 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 28215 members 
Mstep: Class 5 contains 118889 members 
Mstep: Class 6 contains 293923 members 
Mstep: Class 7 contains 6573 members 
Mstep: Class 8 contains 16579 members 
Mstep: Class 9 contains 17111 members 
Mstep: Class 10 contains 2120 members 
Mstep: Class 11 contains 7083 members 
Mstep: Class 12 contains 10459 members 
Mstep: Class 13 contains 198297 members 
Mstep: Class 14 contains 15802 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 6363 members 
Mstep: Class 18 contains 3356 members 
Mstep: Class 19 contains 18818 members 
Mstep: Class 20 contains 11424 members 
Mstep: Class 21 contains 10022 members 
Mstep: Class 22 contains 2196 members 
Mstep: Class 23 contains 60412 members 
Mstep: Class 24 contains 19009 members 
Mstep: Class 25 contains 11501 members 
Mstep: Class 26 contains 496 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 278965 members 
Mstep: Class 29 contains 167982 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448704.000000 Penalty: 101876.304688
Iteration 51Q: 30 clusters Score -1.614487e+08 nChanged 7627
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 92273 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 28079 members 
Mstep: Class 5 contains 118989 members 
Mstep: Class 6 contains 293971 members 
Mstep: Class 7 contains 6580 members 
Mstep: Class 8 contains 16813 members 
Mstep: Class 9 contains 17209 members 
Mstep: Class 10 contains 2122 members 
Mstep: Class 11 contains 6965 members 
Mstep: Class 12 contains 10503 members 
Mstep: Class 13 contains 198330 members 
Mstep: Class 14 contains 15593 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 6455 members 
Mstep: Class 18 contains 3361 members 
Mstep: Class 19 contains 18819 members 
Mstep: Class 20 contains 11413 members 
Mstep: Class 21 contains 10279 members 
Mstep: Class 22 contains 2198 members 
Mstep: Class 23 contains 60511 members 
Mstep: Class 24 contains 19000 members 
Mstep: Class 25 contains 11476 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 278718 members 
Mstep: Class 29 contains 167445 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449584.000000 Penalty: 101876.304688
Iteration 52Q: 30 clusters Score -1.614496e+08 nChanged 7501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 92278 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 27942 members 
Mstep: Class 5 contains 119026 members 
Mstep: Class 6 contains 294018 members 
Mstep: Class 7 contains 6582 members 
Mstep: Class 8 contains 17042 members 
Mstep: Class 9 contains 17270 members 
Mstep: Class 10 contains 2113 members 
Mstep: Class 11 contains 6890 members 
Mstep: Class 12 contains 10558 members 
Mstep: Class 13 contains 198341 members 
Mstep: Class 14 contains 15404 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 6536 members 
Mstep: Class 18 contains 3367 members 
Mstep: Class 19 contains 18823 members 
Mstep: Class 20 contains 11404 members 
Mstep: Class 21 contains 10501 members 
Mstep: Class 22 contains 2194 members 
Mstep: Class 23 contains 60621 members 
Mstep: Class 24 contains 19000 members 
Mstep: Class 25 contains 11438 members 
Mstep: Class 26 contains 495 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 278537 members 
Mstep: Class 29 contains 166966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450448.000000 Penalty: 101876.304688
Iteration 53Q: 30 clusters Score -1.614504e+08 nChanged 7233
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 92319 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 27837 members 
Mstep: Class 5 contains 118967 members 
Mstep: Class 6 contains 294049 members 
Mstep: Class 7 contains 6581 members 
Mstep: Class 8 contains 17291 members 
Mstep: Class 9 contains 17309 members 
Mstep: Class 10 contains 2105 members 
Mstep: Class 11 contains 6806 members 
Mstep: Class 12 contains 10624 members 
Mstep: Class 13 contains 198409 members 
Mstep: Class 14 contains 15196 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 6631 members 
Mstep: Class 18 contains 3377 members 
Mstep: Class 19 contains 18817 members 
Mstep: Class 20 contains 11390 members 
Mstep: Class 21 contains 10711 members 
Mstep: Class 22 contains 2193 members 
Mstep: Class 23 contains 60730 members 
Mstep: Class 24 contains 19005 members 
Mstep: Class 25 contains 11406 members 
Mstep: Class 26 contains 494 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 278404 members 
Mstep: Class 29 contains 166466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451328.000000 Penalty: 101876.304688
Iteration 54Q: 30 clusters Score -1.614513e+08 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 92339 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 27771 members 
Mstep: Class 5 contains 118928 members 
Mstep: Class 6 contains 294125 members 
Mstep: Class 7 contains 6584 members 
Mstep: Class 8 contains 17522 members 
Mstep: Class 9 contains 17335 members 
Mstep: Class 10 contains 2103 members 
Mstep: Class 11 contains 6714 members 
Mstep: Class 12 contains 10681 members 
Mstep: Class 13 contains 198477 members 
Mstep: Class 14 contains 14976 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 6742 members 
Mstep: Class 18 contains 3388 members 
Mstep: Class 19 contains 18818 members 
Mstep: Class 20 contains 11379 members 
Mstep: Class 21 contains 10864 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 60851 members 
Mstep: Class 24 contains 19016 members 
Mstep: Class 25 contains 11377 members 
Mstep: Class 26 contains 493 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 278179 members 
Mstep: Class 29 contains 166069 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451952.000000 Penalty: 101876.304688
Iteration 55Q: 30 clusters Score -1.61452e+08 nChanged 6945
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13669 members 
Mstep: Class 2 contains 92342 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 27698 members 
Mstep: Class 5 contains 118924 members 
Mstep: Class 6 contains 294204 members 
Mstep: Class 7 contains 6600 members 
Mstep: Class 8 contains 17733 members 
Mstep: Class 9 contains 17376 members 
Mstep: Class 10 contains 2098 members 
Mstep: Class 11 contains 6618 members 
Mstep: Class 12 contains 10740 members 
Mstep: Class 13 contains 198615 members 
Mstep: Class 14 contains 14767 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 6836 members 
Mstep: Class 18 contains 3396 members 
Mstep: Class 19 contains 18820 members 
Mstep: Class 20 contains 11372 members 
Mstep: Class 21 contains 11027 members 
Mstep: Class 22 contains 2191 members 
Mstep: Class 23 contains 60952 members 
Mstep: Class 24 contains 19022 members 
Mstep: Class 25 contains 11351 members 
Mstep: Class 26 contains 491 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 277853 members 
Mstep: Class 29 contains 165688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452384.000000 Penalty: 101876.304688
Iteration 56Q: 30 clusters Score -1.614524e+08 nChanged 6665
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 13863 members 
Mstep: Class 2 contains 92375 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 27603 members 
Mstep: Class 5 contains 118907 members 
Mstep: Class 6 contains 294335 members 
Mstep: Class 7 contains 6601 members 
Mstep: Class 8 contains 17967 members 
Mstep: Class 9 contains 17412 members 
Mstep: Class 10 contains 2094 members 
Mstep: Class 11 contains 6509 members 
Mstep: Class 12 contains 10780 members 
Mstep: Class 13 contains 198747 members 
Mstep: Class 14 contains 14550 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 6901 members 
Mstep: Class 18 contains 3409 members 
Mstep: Class 19 contains 18812 members 
Mstep: Class 20 contains 11363 members 
Mstep: Class 21 contains 11155 members 
Mstep: Class 22 contains 2190 members 
Mstep: Class 23 contains 61051 members 
Mstep: Class 24 contains 19040 members 
Mstep: Class 25 contains 11342 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 277510 members 
Mstep: Class 29 contains 165379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453040.000000 Penalty: 101876.304688
Iteration 57Q: 30 clusters Score -1.61453e+08 nChanged 6494
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 92438 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 27512 members 
Mstep: Class 5 contains 118906 members 
Mstep: Class 6 contains 294399 members 
Mstep: Class 7 contains 6600 members 
Mstep: Class 8 contains 18185 members 
Mstep: Class 9 contains 17462 members 
Mstep: Class 10 contains 2087 members 
Mstep: Class 11 contains 6395 members 
Mstep: Class 12 contains 10836 members 
Mstep: Class 13 contains 198913 members 
Mstep: Class 14 contains 14353 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 6965 members 
Mstep: Class 18 contains 3419 members 
Mstep: Class 19 contains 18803 members 
Mstep: Class 20 contains 11352 members 
Mstep: Class 21 contains 11276 members 
Mstep: Class 22 contains 2187 members 
Mstep: Class 23 contains 61157 members 
Mstep: Class 24 contains 19050 members 
Mstep: Class 25 contains 11327 members 
Mstep: Class 26 contains 487 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 277090 members 
Mstep: Class 29 contains 165140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452448.000000 Penalty: 101876.304688
Iteration 58Q: 30 clusters Score -1.614524e+08 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14214 members 
Mstep: Class 2 contains 92482 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 27434 members 
Mstep: Class 5 contains 118866 members 
Mstep: Class 6 contains 294548 members 
Mstep: Class 7 contains 6595 members 
Mstep: Class 8 contains 18437 members 
Mstep: Class 9 contains 17494 members 
Mstep: Class 10 contains 2082 members 
Mstep: Class 11 contains 6262 members 
Mstep: Class 12 contains 10896 members 
Mstep: Class 13 contains 199016 members 
Mstep: Class 14 contains 14142 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 7015 members 
Mstep: Class 18 contains 3421 members 
Mstep: Class 19 contains 18796 members 
Mstep: Class 20 contains 11344 members 
Mstep: Class 21 contains 11386 members 
Mstep: Class 22 contains 2185 members 
Mstep: Class 23 contains 61217 members 
Mstep: Class 24 contains 19046 members 
Mstep: Class 25 contains 11308 members 
Mstep: Class 26 contains 488 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 276761 members 
Mstep: Class 29 contains 164949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452496.000000 Penalty: 101876.304688
Iteration 59Q: 30 clusters Score -1.614525e+08 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 92546 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 27356 members 
Mstep: Class 5 contains 118826 members 
Mstep: Class 6 contains 294667 members 
Mstep: Class 7 contains 6597 members 
Mstep: Class 8 contains 18705 members 
Mstep: Class 9 contains 17525 members 
Mstep: Class 10 contains 2084 members 
Mstep: Class 11 contains 6148 members 
Mstep: Class 12 contains 10947 members 
Mstep: Class 13 contains 199040 members 
Mstep: Class 14 contains 13907 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 7066 members 
Mstep: Class 18 contains 3425 members 
Mstep: Class 19 contains 18790 members 
Mstep: Class 20 contains 11334 members 
Mstep: Class 21 contains 11467 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 61296 members 
Mstep: Class 24 contains 19051 members 
Mstep: Class 25 contains 11283 members 
Mstep: Class 26 contains 486 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 276457 members 
Mstep: Class 29 contains 164825 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452816.000000 Penalty: 101876.304688
Iteration 60F: 30 clusters Score -1.614528e+08 nChanged 6691
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 92610 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 27292 members 
Mstep: Class 5 contains 118832 members 
Mstep: Class 6 contains 294795 members 
Mstep: Class 7 contains 6597 members 
Mstep: Class 8 contains 18961 members 
Mstep: Class 9 contains 17556 members 
Mstep: Class 10 contains 2081 members 
Mstep: Class 11 contains 6013 members 
Mstep: Class 12 contains 11007 members 
Mstep: Class 13 contains 199035 members 
Mstep: Class 14 contains 13669 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 7185 members 
Mstep: Class 18 contains 3428 members 
Mstep: Class 19 contains 18787 members 
Mstep: Class 20 contains 11323 members 
Mstep: Class 21 contains 11645 members 
Mstep: Class 22 contains 2182 members 
Mstep: Class 23 contains 61418 members 
Mstep: Class 24 contains 19060 members 
Mstep: Class 25 contains 11261 members 
Mstep: Class 26 contains 485 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 275988 members 
Mstep: Class 29 contains 164652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453696.000000 Penalty: 101876.304688
Iteration 61Q: 30 clusters Score -1.614537e+08 nChanged 6734
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 92684 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 27216 members 
Mstep: Class 5 contains 118894 members 
Mstep: Class 6 contains 294962 members 
Mstep: Class 7 contains 6596 members 
Mstep: Class 8 contains 19209 members 
Mstep: Class 9 contains 17577 members 
Mstep: Class 10 contains 2087 members 
Mstep: Class 11 contains 5867 members 
Mstep: Class 12 contains 11065 members 
Mstep: Class 13 contains 199049 members 
Mstep: Class 14 contains 13432 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 7287 members 
Mstep: Class 18 contains 3445 members 
Mstep: Class 19 contains 18777 members 
Mstep: Class 20 contains 11316 members 
Mstep: Class 21 contains 11836 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 61532 members 
Mstep: Class 24 contains 19069 members 
Mstep: Class 25 contains 11230 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 275405 members 
Mstep: Class 29 contains 164524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453824.000000 Penalty: 101876.304688
Iteration 62Q: 30 clusters Score -1.614538e+08 nChanged 6530
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 92775 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 27154 members 
Mstep: Class 5 contains 118964 members 
Mstep: Class 6 contains 295122 members 
Mstep: Class 7 contains 6600 members 
Mstep: Class 8 contains 19456 members 
Mstep: Class 9 contains 17599 members 
Mstep: Class 10 contains 2085 members 
Mstep: Class 11 contains 5724 members 
Mstep: Class 12 contains 11112 members 
Mstep: Class 13 contains 199055 members 
Mstep: Class 14 contains 13188 members 
Mstep: Class 15 contains 3713 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 7397 members 
Mstep: Class 18 contains 3464 members 
Mstep: Class 19 contains 18770 members 
Mstep: Class 20 contains 11307 members 
Mstep: Class 21 contains 11994 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 61616 members 
Mstep: Class 24 contains 19067 members 
Mstep: Class 25 contains 11208 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 274827 members 
Mstep: Class 29 contains 164438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453520.000000 Penalty: 101876.304688
Iteration 63Q: 30 clusters Score -1.614535e+08 nChanged 6518
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 92876 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 27090 members 
Mstep: Class 5 contains 119022 members 
Mstep: Class 6 contains 295310 members 
Mstep: Class 7 contains 6585 members 
Mstep: Class 8 contains 19700 members 
Mstep: Class 9 contains 17630 members 
Mstep: Class 10 contains 2081 members 
Mstep: Class 11 contains 5616 members 
Mstep: Class 12 contains 11154 members 
Mstep: Class 13 contains 199087 members 
Mstep: Class 14 contains 12952 members 
Mstep: Class 15 contains 3711 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 7499 members 
Mstep: Class 18 contains 3490 members 
Mstep: Class 19 contains 18768 members 
Mstep: Class 20 contains 11292 members 
Mstep: Class 21 contains 12150 members 
Mstep: Class 22 contains 2182 members 
Mstep: Class 23 contains 61713 members 
Mstep: Class 24 contains 19066 members 
Mstep: Class 25 contains 11190 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 274210 members 
Mstep: Class 29 contains 164311 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453920.000000 Penalty: 101876.304688
Iteration 64Q: 30 clusters Score -1.614539e+08 nChanged 6571
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 92976 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 27038 members 
Mstep: Class 5 contains 119101 members 
Mstep: Class 6 contains 295496 members 
Mstep: Class 7 contains 6575 members 
Mstep: Class 8 contains 19954 members 
Mstep: Class 9 contains 17648 members 
Mstep: Class 10 contains 2077 members 
Mstep: Class 11 contains 5483 members 
Mstep: Class 12 contains 11213 members 
Mstep: Class 13 contains 199107 members 
Mstep: Class 14 contains 12719 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 7641 members 
Mstep: Class 18 contains 3517 members 
Mstep: Class 19 contains 18755 members 
Mstep: Class 20 contains 11270 members 
Mstep: Class 21 contains 12298 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 61814 members 
Mstep: Class 24 contains 19060 members 
Mstep: Class 25 contains 11170 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 273554 members 
Mstep: Class 29 contains 164196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454752.000000 Penalty: 101876.304688
Iteration 65Q: 30 clusters Score -1.614548e+08 nChanged 6498
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 93039 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 26975 members 
Mstep: Class 5 contains 119203 members 
Mstep: Class 6 contains 295722 members 
Mstep: Class 7 contains 6560 members 
Mstep: Class 8 contains 20187 members 
Mstep: Class 9 contains 17672 members 
Mstep: Class 10 contains 2075 members 
Mstep: Class 11 contains 5365 members 
Mstep: Class 12 contains 11273 members 
Mstep: Class 13 contains 199241 members 
Mstep: Class 14 contains 12494 members 
Mstep: Class 15 contains 3701 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 7799 members 
Mstep: Class 18 contains 3541 members 
Mstep: Class 19 contains 18746 members 
Mstep: Class 20 contains 11254 members 
Mstep: Class 21 contains 12437 members 
Mstep: Class 22 contains 2184 members 
Mstep: Class 23 contains 61911 members 
Mstep: Class 24 contains 19047 members 
Mstep: Class 25 contains 11162 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 272709 members 
Mstep: Class 29 contains 164132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454672.000000 Penalty: 101876.304688
Iteration 66Q: 30 clusters Score -1.614547e+08 nChanged 6522
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 93089 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 26906 members 
Mstep: Class 5 contains 119218 members 
Mstep: Class 6 contains 296083 members 
Mstep: Class 7 contains 6541 members 
Mstep: Class 8 contains 20413 members 
Mstep: Class 9 contains 17682 members 
Mstep: Class 10 contains 2073 members 
Mstep: Class 11 contains 5260 members 
Mstep: Class 12 contains 11321 members 
Mstep: Class 13 contains 199379 members 
Mstep: Class 14 contains 12278 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 2141 members 
Mstep: Class 17 contains 7956 members 
Mstep: Class 18 contains 3575 members 
Mstep: Class 19 contains 18744 members 
Mstep: Class 20 contains 11238 members 
Mstep: Class 21 contains 12545 members 
Mstep: Class 22 contains 2183 members 
Mstep: Class 23 contains 62008 members 
Mstep: Class 24 contains 19036 members 
Mstep: Class 25 contains 11159 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 271837 members 
Mstep: Class 29 contains 164088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455824.000000 Penalty: 101876.304688
Iteration 67Q: 30 clusters Score -1.614558e+08 nChanged 6490
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15441 members 
Mstep: Class 2 contains 93109 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 26821 members 
Mstep: Class 5 contains 119251 members 
Mstep: Class 6 contains 296361 members 
Mstep: Class 7 contains 6506 members 
Mstep: Class 8 contains 20634 members 
Mstep: Class 9 contains 17693 members 
Mstep: Class 10 contains 2065 members 
Mstep: Class 11 contains 5146 members 
Mstep: Class 12 contains 11363 members 
Mstep: Class 13 contains 199543 members 
Mstep: Class 14 contains 12110 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 8089 members 
Mstep: Class 18 contains 3606 members 
Mstep: Class 19 contains 18738 members 
Mstep: Class 20 contains 11226 members 
Mstep: Class 21 contains 12665 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 62124 members 
Mstep: Class 24 contains 19025 members 
Mstep: Class 25 contains 11156 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 270966 members 
Mstep: Class 29 contains 164089 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455264.000000 Penalty: 101876.304688
Iteration 68Q: 30 clusters Score -1.614553e+08 nChanged 6343
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 93163 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 26756 members 
Mstep: Class 5 contains 119304 members 
Mstep: Class 6 contains 296638 members 
Mstep: Class 7 contains 6478 members 
Mstep: Class 8 contains 20836 members 
Mstep: Class 9 contains 17711 members 
Mstep: Class 10 contains 2059 members 
Mstep: Class 11 contains 5043 members 
Mstep: Class 12 contains 11384 members 
Mstep: Class 13 contains 199670 members 
Mstep: Class 14 contains 11952 members 
Mstep: Class 15 contains 3698 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 8225 members 
Mstep: Class 18 contains 3646 members 
Mstep: Class 19 contains 18724 members 
Mstep: Class 20 contains 11216 members 
Mstep: Class 21 contains 12768 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 62243 members 
Mstep: Class 24 contains 19014 members 
Mstep: Class 25 contains 11158 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 270052 members 
Mstep: Class 29 contains 164128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455248.000000 Penalty: 101876.304688
Iteration 69Q: 30 clusters Score -1.614552e+08 nChanged 6146
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 93208 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 26713 members 
Mstep: Class 5 contains 119366 members 
Mstep: Class 6 contains 296893 members 
Mstep: Class 7 contains 6456 members 
Mstep: Class 8 contains 21035 members 
Mstep: Class 9 contains 17727 members 
Mstep: Class 10 contains 2048 members 
Mstep: Class 11 contains 4918 members 
Mstep: Class 12 contains 11401 members 
Mstep: Class 13 contains 199828 members 
Mstep: Class 14 contains 11778 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 8335 members 
Mstep: Class 18 contains 3680 members 
Mstep: Class 19 contains 18726 members 
Mstep: Class 20 contains 11207 members 
Mstep: Class 21 contains 12869 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 62372 members 
Mstep: Class 24 contains 19006 members 
Mstep: Class 25 contains 11161 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 269110 members 
Mstep: Class 29 contains 164181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455136.000000 Penalty: 101876.304688
Iteration 70Q: 30 clusters Score -1.614551e+08 nChanged 6196
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 93245 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 26660 members 
Mstep: Class 5 contains 119427 members 
Mstep: Class 6 contains 297146 members 
Mstep: Class 7 contains 6435 members 
Mstep: Class 8 contains 21208 members 
Mstep: Class 9 contains 17747 members 
Mstep: Class 10 contains 2042 members 
Mstep: Class 11 contains 4813 members 
Mstep: Class 12 contains 11417 members 
Mstep: Class 13 contains 200050 members 
Mstep: Class 14 contains 11610 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 8446 members 
Mstep: Class 18 contains 3719 members 
Mstep: Class 19 contains 18726 members 
Mstep: Class 20 contains 11198 members 
Mstep: Class 21 contains 12960 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 62482 members 
Mstep: Class 24 contains 18996 members 
Mstep: Class 25 contains 11169 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 268153 members 
Mstep: Class 29 contains 164225 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455712.000000 Penalty: 101876.304688
Iteration 71Q: 30 clusters Score -1.614557e+08 nChanged 6047
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 93308 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 26590 members 
Mstep: Class 5 contains 119453 members 
Mstep: Class 6 contains 297395 members 
Mstep: Class 7 contains 6401 members 
Mstep: Class 8 contains 21375 members 
Mstep: Class 9 contains 17778 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 4713 members 
Mstep: Class 12 contains 11439 members 
Mstep: Class 13 contains 200233 members 
Mstep: Class 14 contains 11469 members 
Mstep: Class 15 contains 3690 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 8534 members 
Mstep: Class 18 contains 3764 members 
Mstep: Class 19 contains 18733 members 
Mstep: Class 20 contains 11186 members 
Mstep: Class 21 contains 13034 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 62606 members 
Mstep: Class 24 contains 18983 members 
Mstep: Class 25 contains 11160 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 267171 members 
Mstep: Class 29 contains 164376 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456016.000000 Penalty: 101876.304688
Iteration 72Q: 30 clusters Score -1.61456e+08 nChanged 6012
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16146 members 
Mstep: Class 2 contains 93362 members 
Mstep: Class 3 contains 1675 members 
Mstep: Class 4 contains 26526 members 
Mstep: Class 5 contains 119560 members 
Mstep: Class 6 contains 297655 members 
Mstep: Class 7 contains 6365 members 
Mstep: Class 8 contains 21546 members 
Mstep: Class 9 contains 17792 members 
Mstep: Class 10 contains 2041 members 
Mstep: Class 11 contains 4620 members 
Mstep: Class 12 contains 11457 members 
Mstep: Class 13 contains 200338 members 
Mstep: Class 14 contains 11333 members 
Mstep: Class 15 contains 3690 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 8621 members 
Mstep: Class 18 contains 3808 members 
Mstep: Class 19 contains 18728 members 
Mstep: Class 20 contains 11175 members 
Mstep: Class 21 contains 13111 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 62760 members 
Mstep: Class 24 contains 18970 members 
Mstep: Class 25 contains 11148 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 266164 members 
Mstep: Class 29 contains 164513 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455984.000000 Penalty: 101876.304688
Iteration 73Q: 30 clusters Score -1.61456e+08 nChanged 6135
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16289 members 
Mstep: Class 2 contains 93419 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 26473 members 
Mstep: Class 5 contains 119685 members 
Mstep: Class 6 contains 297765 members 
Mstep: Class 7 contains 6337 members 
Mstep: Class 8 contains 21710 members 
Mstep: Class 9 contains 17804 members 
Mstep: Class 10 contains 2038 members 
Mstep: Class 11 contains 4521 members 
Mstep: Class 12 contains 11492 members 
Mstep: Class 13 contains 200519 members 
Mstep: Class 14 contains 11182 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 8700 members 
Mstep: Class 18 contains 3850 members 
Mstep: Class 19 contains 18739 members 
Mstep: Class 20 contains 11164 members 
Mstep: Class 21 contains 13169 members 
Mstep: Class 22 contains 2176 members 
Mstep: Class 23 contains 62920 members 
Mstep: Class 24 contains 18952 members 
Mstep: Class 25 contains 11142 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 265176 members 
Mstep: Class 29 contains 164692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455856.000000 Penalty: 101876.304688
Iteration 74Q: 30 clusters Score -1.614559e+08 nChanged 6185
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 93423 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 26420 members 
Mstep: Class 5 contains 119853 members 
Mstep: Class 6 contains 297858 members 
Mstep: Class 7 contains 6314 members 
Mstep: Class 8 contains 21858 members 
Mstep: Class 9 contains 17815 members 
Mstep: Class 10 contains 2036 members 
Mstep: Class 11 contains 4392 members 
Mstep: Class 12 contains 11512 members 
Mstep: Class 13 contains 200727 members 
Mstep: Class 14 contains 11052 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 8776 members 
Mstep: Class 18 contains 3892 members 
Mstep: Class 19 contains 18737 members 
Mstep: Class 20 contains 11154 members 
Mstep: Class 21 contains 13223 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 63093 members 
Mstep: Class 24 contains 18941 members 
Mstep: Class 25 contains 11134 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 264189 members 
Mstep: Class 29 contains 164921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456368.000000 Penalty: 101876.304688
Iteration 75Q: 30 clusters Score -1.614564e+08 nChanged 6244
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 93390 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 26367 members 
Mstep: Class 5 contains 119958 members 
Mstep: Class 6 contains 297960 members 
Mstep: Class 7 contains 6281 members 
Mstep: Class 8 contains 22003 members 
Mstep: Class 9 contains 17812 members 
Mstep: Class 10 contains 2033 members 
Mstep: Class 11 contains 4289 members 
Mstep: Class 12 contains 11537 members 
Mstep: Class 13 contains 201003 members 
Mstep: Class 14 contains 10937 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 8827 members 
Mstep: Class 18 contains 3935 members 
Mstep: Class 19 contains 18731 members 
Mstep: Class 20 contains 11144 members 
Mstep: Class 21 contains 13282 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 63264 members 
Mstep: Class 24 contains 18944 members 
Mstep: Class 25 contains 11117 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 263231 members 
Mstep: Class 29 contains 165163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456144.000000 Penalty: 101876.304688
Iteration 76Q: 30 clusters Score -1.614561e+08 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 93377 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 26329 members 
Mstep: Class 5 contains 120148 members 
Mstep: Class 6 contains 298038 members 
Mstep: Class 7 contains 6251 members 
Mstep: Class 8 contains 22139 members 
Mstep: Class 9 contains 17809 members 
Mstep: Class 10 contains 2025 members 
Mstep: Class 11 contains 4184 members 
Mstep: Class 12 contains 11572 members 
Mstep: Class 13 contains 201234 members 
Mstep: Class 14 contains 10836 members 
Mstep: Class 15 contains 3694 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 8871 members 
Mstep: Class 18 contains 3968 members 
Mstep: Class 19 contains 18728 members 
Mstep: Class 20 contains 11132 members 
Mstep: Class 21 contains 13338 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 63443 members 
Mstep: Class 24 contains 18939 members 
Mstep: Class 25 contains 11104 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 262193 members 
Mstep: Class 29 contains 165420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456032.000000 Penalty: 101876.304688
Iteration 77Q: 30 clusters Score -1.61456e+08 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 93358 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 26276 members 
Mstep: Class 5 contains 120310 members 
Mstep: Class 6 contains 298251 members 
Mstep: Class 7 contains 6223 members 
Mstep: Class 8 contains 22256 members 
Mstep: Class 9 contains 17818 members 
Mstep: Class 10 contains 2024 members 
Mstep: Class 11 contains 4097 members 
Mstep: Class 12 contains 11612 members 
Mstep: Class 13 contains 201471 members 
Mstep: Class 14 contains 10732 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 8900 members 
Mstep: Class 18 contains 4004 members 
Mstep: Class 19 contains 18729 members 
Mstep: Class 20 contains 11119 members 
Mstep: Class 21 contains 13404 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 63616 members 
Mstep: Class 24 contains 18937 members 
Mstep: Class 25 contains 11090 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 261035 members 
Mstep: Class 29 contains 165684 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456000.000000 Penalty: 101876.304688
Iteration 78Q: 30 clusters Score -1.61456e+08 nChanged 6375
Entering ConstructFrom: 
Score: -161456000.000000 Penalty: 101876.304688
Entering ConstructFrom: 
Trying to split cluster 1 (16897 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Entering Unmasked Estep 
Score: -2027012.375000 Penalty: 2414.252930
	Iteration 0F: 2 clusters Score -2027012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8304 members 
Entering Unmasked Estep 
Score: -2014915.250000 Penalty: 4828.505859
	Iteration 0F: 3 clusters Score -2014915 nChanged 7307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -2018881.750000 Penalty: 4828.505859
	Iteration 1F: 3 clusters Score -2018882 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -2019359.625000 Penalty: 4828.505859
	Iteration 2F: 3 clusters Score -2019360 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9879 members 
Mstep: Class 2 contains 7018 members 
Entering Unmasked Estep 
Score: -2019785.625000 Penalty: 4828.505859
	Iteration 3F: 3 clusters Score -2019786 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2020319.000000 Penalty: 4828.505859
	Iteration 4F: 3 clusters Score -2020319 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -2020934.250000 Penalty: 4828.505859
	Iteration 5F: 3 clusters Score -2020934 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11926 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -2021673.250000 Penalty: 4828.505859
	Iteration 6F: 3 clusters Score -2021673 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12732 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -2022477.375000 Penalty: 4828.505859
	Iteration 7F: 3 clusters Score -2022477 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2023209.750000 Penalty: 4828.505859
	Iteration 8F: 3 clusters Score -2023210 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -2023792.750000 Penalty: 4828.505859
	Iteration 9Q: 3 clusters Score -2023793 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2024227.000000 Penalty: 4828.505859
	Iteration 10Q: 3 clusters Score -2024227 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14557 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -2024484.250000 Penalty: 4828.505859
	Iteration 11Q: 3 clusters Score -2024484 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -2024653.250000 Penalty: 4828.505859
	Iteration 12Q: 3 clusters Score -2024653 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2024756.750000 Penalty: 4828.505859
	Iteration 13Q: 3 clusters Score -2024757 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14944 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -2024832.750000 Penalty: 4828.505859
	Iteration 14Q: 3 clusters Score -2024833 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -2024887.375000 Penalty: 4828.505859
	Iteration 15Q: 3 clusters Score -2024887 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2024924.625000 Penalty: 4828.505859
	Iteration 16Q: 3 clusters Score -2024925 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -2024949.875000 Penalty: 4828.505859
	Iteration 17Q: 3 clusters Score -2024950 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15196 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -2024979.625000 Penalty: 4828.505859
	Iteration 18Q: 3 clusters Score -2024980 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2024991.500000 Penalty: 4828.505859
	Iteration 19Q: 3 clusters Score -2024992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15240 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -2024995.375000 Penalty: 4828.505859
	Iteration 20F: 3 clusters Score -2024995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -2025001.875000 Penalty: 4828.505859
	Iteration 21Q: 3 clusters Score -2025002 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2025007.125000 Penalty: 4828.505859
	Iteration 22Q: 3 clusters Score -2025007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -2025008.000000 Penalty: 4828.505859
	Iteration 23Q: 3 clusters Score -2025008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2025014.500000 Penalty: 4828.505859
	Iteration 24Q: 3 clusters Score -2025014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15281 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2025019.375000 Penalty: 4828.505859
	Iteration 25Q: 3 clusters Score -2025019 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15287 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -2025016.125000 Penalty: 4828.505859
	Iteration 26Q: 3 clusters Score -2025016 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2025014.125000 Penalty: 4828.505859
	Iteration 27Q: 3 clusters Score -2025014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -2025016.500000 Penalty: 4828.505859
	Iteration 28Q: 3 clusters Score -2025016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2025014.875000 Penalty: 4828.505859
	Iteration 29Q: 3 clusters Score -2025015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15297 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2025017.750000 Penalty: 4828.505859
	Iteration 30Q: 3 clusters Score -2025018 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -2025018.000000 Penalty: 4828.505859
	Iteration 31Q: 3 clusters Score -2025018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -2025015.375000 Penalty: 4828.505859
	Iteration 32Q: 3 clusters Score -2025015 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -2025021.875000 Penalty: 4828.505859
	Iteration 33Q: 3 clusters Score -2025022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2025019.625000 Penalty: 4828.505859
	Iteration 34Q: 3 clusters Score -2025020 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2025021.000000 Penalty: 4828.505859
	Iteration 35Q: 3 clusters Score -2025021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -2025024.500000 Penalty: 4828.505859
	Iteration 36Q: 3 clusters Score -2025024 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2025024.875000 Penalty: 4828.505859
	Iteration 37Q: 3 clusters Score -2025025 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2025029.500000 Penalty: 4828.505859
	Iteration 38Q: 3 clusters Score -2025030 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -2025030.125000 Penalty: 4828.505859
	Iteration 39Q: 3 clusters Score -2025030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2025027.125000 Penalty: 4828.505859
	Iteration 40F: 3 clusters Score -2025027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15333 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -2025027.500000 Penalty: 4828.505859
	Iteration 41Q: 3 clusters Score -2025028 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2025026.750000 Penalty: 4828.505859
	Iteration 42Q: 3 clusters Score -2025027 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2025027.125000 Penalty: 4828.505859
	Iteration 43Q: 3 clusters Score -2025027 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2025029.875000 Penalty: 4828.505859
	Iteration 44Q: 3 clusters Score -2025030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15338 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2025030.500000 Penalty: 4828.505859
	Iteration 45Q: 3 clusters Score -2025030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2025032.500000 Penalty: 4828.505859
	Iteration 46Q: 3 clusters Score -2025032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15340 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2025032.000000 Penalty: 4828.505859
	Iteration 47Q: 3 clusters Score -2025032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2025035.000000 Penalty: 4828.505859
	Iteration 48Q: 3 clusters Score -2025035 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2025032.875000 Penalty: 4828.505859
	Iteration 49Q: 3 clusters Score -2025033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15349 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -2025035.750000 Penalty: 4828.505859
	Iteration 50Q: 3 clusters Score -2025036 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2025033.750000 Penalty: 4828.505859
	Iteration 51Q: 3 clusters Score -2025034 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2025033.625000 Penalty: 4828.505859
	Iteration 52Q: 3 clusters Score -2025034 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2025033.750000 Penalty: 4828.505859
	Iteration 53Q: 3 clusters Score -2025034 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15343 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2025033.750000 Penalty: 4828.505859
	Iteration 54F: 3 clusters Score -2025034 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (93331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93331 members 
Entering Unmasked Estep 
Score: -10697708.000000 Penalty: 2838.089111
	Iteration 0F: 2 clusters Score -1.069771e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46278 members 
Mstep: Class 2 contains 47053 members 
Entering Unmasked Estep 
Score: -10635394.000000 Penalty: 5676.178223
	Iteration 0F: 3 clusters Score -1.063539e+07 nChanged 44159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 49936 members 
Entering Unmasked Estep 
Score: -10660694.000000 Penalty: 5676.178223
	Iteration 1F: 3 clusters Score -1.066069e+07 nChanged 3142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 51718 members 
Entering Unmasked Estep 
Score: -10661661.000000 Penalty: 5676.178223
	Iteration 2Q: 3 clusters Score -1.066166e+07 nChanged 3560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38857 members 
Mstep: Class 2 contains 54474 members 
Entering Unmasked Estep 
Score: -10663003.000000 Penalty: 5676.178223
	Iteration 3Q: 3 clusters Score -1.0663e+07 nChanged 4453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34772 members 
Mstep: Class 2 contains 58559 members 
Entering Unmasked Estep 
Score: -10665326.000000 Penalty: 5676.178223
	Iteration 4Q: 3 clusters Score -1.066533e+07 nChanged 5969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28893 members 
Mstep: Class 2 contains 64438 members 
Entering Unmasked Estep 
Score: -10669311.000000 Penalty: 5676.178223
	Iteration 5F: 3 clusters Score -1.066931e+07 nChanged 7288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 71716 members 
Entering Unmasked Estep 
Score: -10675086.000000 Penalty: 5676.178223
	Iteration 6F: 3 clusters Score -1.067509e+07 nChanged 8100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 79810 members 
Entering Unmasked Estep 
Score: -10682464.000000 Penalty: 5676.178223
	Iteration 7F: 3 clusters Score -1.068246e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6685 members 
Mstep: Class 2 contains 86646 members 
Entering Unmasked Estep 
Score: -10689088.000000 Penalty: 5676.178223
	Iteration 8F: 3 clusters Score -1.068909e+07 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 90600 members 
Entering Unmasked Estep 
Score: -10692819.000000 Penalty: 5676.178223
	Iteration 9Q: 3 clusters Score -1.069282e+07 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 92195 members 
Entering Unmasked Estep 
Score: -10694225.000000 Penalty: 5676.178223
	Iteration 10Q: 3 clusters Score -1.069422e+07 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 92739 members 
Entering Unmasked Estep 
Score: -10694760.000000 Penalty: 5676.178223
	Iteration 11Q: 3 clusters Score -1.069476e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 92919 members 
Entering Unmasked Estep 
Score: -10694963.000000 Penalty: 5676.178223
	Iteration 12Q: 3 clusters Score -1.069496e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 92984 members 
Entering Unmasked Estep 
Score: -10695052.000000 Penalty: 5676.178223
	Iteration 13Q: 3 clusters Score -1.069505e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 93005 members 
Entering Unmasked Estep 
Score: -10695087.000000 Penalty: 5676.178223
	Iteration 14Q: 3 clusters Score -1.069509e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 93016 members 
Entering Unmasked Estep 
Score: -10695104.000000 Penalty: 5676.178223
	Iteration 15Q: 3 clusters Score -1.06951e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 93025 members 
Entering Unmasked Estep 
Score: -10695120.000000 Penalty: 5676.178223
	Iteration 16Q: 3 clusters Score -1.069512e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 93036 members 
Entering Unmasked Estep 
Score: -10695133.000000 Penalty: 5676.178223
	Iteration 17Q: 3 clusters Score -1.069513e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 93040 members 
Entering Unmasked Estep 
Score: -10695159.000000 Penalty: 5676.178223
	Iteration 18Q: 3 clusters Score -1.069516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -10695164.000000 Penalty: 5676.178223
	Iteration 19Q: 3 clusters Score -1.069516e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 93048 members 
Entering Unmasked Estep 
Score: -10695183.000000 Penalty: 5676.178223
	Iteration 20F: 3 clusters Score -1.069518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 93054 members 
Entering Unmasked Estep 
Score: -10695193.000000 Penalty: 5676.178223
	Iteration 21Q: 3 clusters Score -1.069519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 93059 members 
Entering Unmasked Estep 
Score: -10695203.000000 Penalty: 5676.178223
	Iteration 22Q: 3 clusters Score -1.06952e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 93061 members 
Entering Unmasked Estep 
Score: -10695217.000000 Penalty: 5676.178223
	Iteration 23Q: 3 clusters Score -1.069522e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 93063 members 
Entering Unmasked Estep 
Score: -10695215.000000 Penalty: 5676.178223
	Iteration 24Q: 3 clusters Score -1.069522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 93066 members 
Entering Unmasked Estep 
Score: -10695224.000000 Penalty: 5676.178223
	Iteration 25Q: 3 clusters Score -1.069522e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -10695228.000000 Penalty: 5676.178223
	Iteration 26Q: 3 clusters Score -1.069523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 93068 members 
Entering Unmasked Estep 
Score: -10695226.000000 Penalty: 5676.178223
	Iteration 27Q: 3 clusters Score -1.069523e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -10695221.000000 Penalty: 5676.178223
	Iteration 28Q: 3 clusters Score -1.069522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 93067 members 
Entering Unmasked Estep 
Score: -10695221.000000 Penalty: 5676.178223
	Iteration 29F: 3 clusters Score -1.069522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -173672.453125 Penalty: 1841.784180
	Iteration 0F: 2 clusters Score -173672.5 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 866 members 
Entering Unmasked Estep 
Score: -171238.671875 Penalty: 3683.568359
	Iteration 0F: 3 clusters Score -171238.7 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -171671.156250 Penalty: 3683.568359
	Iteration 1F: 3 clusters Score -171671.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -171809.546875 Penalty: 3683.568359
	Iteration 2F: 3 clusters Score -171809.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -171905.078125 Penalty: 3683.568359
	Iteration 3Q: 3 clusters Score -171905.1 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -171980.312500 Penalty: 3683.568359
	Iteration 4Q: 3 clusters Score -171980.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -172009.750000 Penalty: 3683.568359
	Iteration 5Q: 3 clusters Score -172009.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -172029.687500 Penalty: 3683.568359
	Iteration 6Q: 3 clusters Score -172029.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -172045.031250 Penalty: 3683.568359
	Iteration 7Q: 3 clusters Score -172045 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -172064.390625 Penalty: 3683.568359
	Iteration 8Q: 3 clusters Score -172064.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -172085.984375 Penalty: 3683.568359
	Iteration 9Q: 3 clusters Score -172086 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -172099.500000 Penalty: 3683.568359
	Iteration 10Q: 3 clusters Score -172099.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -172106.546875 Penalty: 3683.568359
	Iteration 11Q: 3 clusters Score -172106.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -172113.890625 Penalty: 3683.568359
	Iteration 12Q: 3 clusters Score -172113.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -172120.406250 Penalty: 3683.568359
	Iteration 13Q: 3 clusters Score -172120.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -172124.218750 Penalty: 3683.568359
	Iteration 14Q: 3 clusters Score -172124.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -172126.140625 Penalty: 3683.568359
	Iteration 15Q: 3 clusters Score -172126.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -172129.781250 Penalty: 3683.568359
	Iteration 16Q: 3 clusters Score -172129.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -172140.203125 Penalty: 3683.568359
	Iteration 17Q: 3 clusters Score -172140.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -172151.828125 Penalty: 3683.568359
	Iteration 18Q: 3 clusters Score -172151.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -172157.515625 Penalty: 3683.568359
	Iteration 19Q: 3 clusters Score -172157.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -172160.546875 Penalty: 3683.568359
	Iteration 20F: 3 clusters Score -172160.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -172162.312500 Penalty: 3683.568359
	Iteration 21Q: 3 clusters Score -172162.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -172163.328125 Penalty: 3683.568359
	Iteration 22Q: 3 clusters Score -172163.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -172166.234375 Penalty: 3683.568359
	Iteration 23Q: 3 clusters Score -172166.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -172169.734375 Penalty: 3683.568359
	Iteration 24Q: 3 clusters Score -172169.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -172171.671875 Penalty: 3683.568359
	Iteration 25Q: 3 clusters Score -172171.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -172173.515625 Penalty: 3683.568359
	Iteration 26Q: 3 clusters Score -172173.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -172174.375000 Penalty: 3683.568359
	Iteration 27Q: 3 clusters Score -172174.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -172176.375000 Penalty: 3683.568359
	Iteration 28Q: 3 clusters Score -172176.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -172183.812500 Penalty: 3683.568359
	Iteration 29Q: 3 clusters Score -172183.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -172194.000000 Penalty: 3683.568359
	Iteration 30Q: 3 clusters Score -172194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -172210.750000 Penalty: 3683.568359
	Iteration 31Q: 3 clusters Score -172210.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -172218.359375 Penalty: 3683.568359
	Iteration 32Q: 3 clusters Score -172218.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -172226.078125 Penalty: 3683.568359
	Iteration 33Q: 3 clusters Score -172226.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -172236.484375 Penalty: 3683.568359
	Iteration 34Q: 3 clusters Score -172236.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -172246.109375 Penalty: 3683.568359
	Iteration 35Q: 3 clusters Score -172246.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -172250.937500 Penalty: 3683.568359
	Iteration 36Q: 3 clusters Score -172250.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -172254.515625 Penalty: 3683.568359
	Iteration 37Q: 3 clusters Score -172254.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -172255.828125 Penalty: 3683.568359
	Iteration 38Q: 3 clusters Score -172255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -172255.828125 Penalty: 3683.568359
	Iteration 39F: 3 clusters Score -172255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (26235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26235 members 
Entering Unmasked Estep 
Score: -2876939.500000 Penalty: 2523.362793
	Iteration 0F: 2 clusters Score -2876940 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2858836.000000 Penalty: 5046.725586
	Iteration 0F: 3 clusters Score -2858836 nChanged 11787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 12726 members 
Entering Unmasked Estep 
Score: -2865754.000000 Penalty: 5046.725586
	Iteration 1F: 3 clusters Score -2865754 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2866685.750000 Penalty: 5046.725586
	Iteration 2F: 3 clusters Score -2866686 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13848 members 
Mstep: Class 2 contains 12387 members 
Entering Unmasked Estep 
Score: -2867856.000000 Penalty: 5046.725586
	Iteration 3F: 3 clusters Score -2867856 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 12194 members 
Entering Unmasked Estep 
Score: -2869196.500000 Penalty: 5046.725586
	Iteration 4F: 3 clusters Score -2869196 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -2870632.250000 Penalty: 5046.725586
	Iteration 5F: 3 clusters Score -2870632 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14849 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2871884.500000 Penalty: 5046.725586
	Iteration 6F: 3 clusters Score -2871884 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -2872819.250000 Penalty: 5046.725586
	Iteration 7F: 3 clusters Score -2872819 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -2873550.000000 Penalty: 5046.725586
	Iteration 8Q: 3 clusters Score -2873550 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 10071 members 
Entering Unmasked Estep 
Score: -2874116.250000 Penalty: 5046.725586
	Iteration 9Q: 3 clusters Score -2874116 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2874516.250000 Penalty: 5046.725586
	Iteration 10Q: 3 clusters Score -2874516 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2874791.250000 Penalty: 5046.725586
	Iteration 11Q: 3 clusters Score -2874791 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -2875013.250000 Penalty: 5046.725586
	Iteration 12Q: 3 clusters Score -2875013 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -2875189.000000 Penalty: 5046.725586
	Iteration 13Q: 3 clusters Score -2875189 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -2875305.250000 Penalty: 5046.725586
	Iteration 14Q: 3 clusters Score -2875305 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -2875376.000000 Penalty: 5046.725586
	Iteration 15Q: 3 clusters Score -2875376 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2875434.250000 Penalty: 5046.725586
	Iteration 16Q: 3 clusters Score -2875434 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -2875447.750000 Penalty: 5046.725586
	Iteration 17Q: 3 clusters Score -2875448 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2875470.750000 Penalty: 5046.725586
	Iteration 18Q: 3 clusters Score -2875471 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -2875481.750000 Penalty: 5046.725586
	Iteration 19Q: 3 clusters Score -2875482 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -2875477.750000 Penalty: 5046.725586
	Iteration 20F: 3 clusters Score -2875478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18318 members 
Mstep: Class 2 contains 7917 members 
Entering Unmasked Estep 
Score: -2875496.250000 Penalty: 5046.725586
	Iteration 21Q: 3 clusters Score -2875496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18370 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -2875496.000000 Penalty: 5046.725586
	Iteration 22Q: 3 clusters Score -2875496 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2875509.750000 Penalty: 5046.725586
	Iteration 23Q: 3 clusters Score -2875510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18432 members 
Mstep: Class 2 contains 7803 members 
Entering Unmasked Estep 
Score: -2875512.000000 Penalty: 5046.725586
	Iteration 24Q: 3 clusters Score -2875512 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18467 members 
Mstep: Class 2 contains 7768 members 
Entering Unmasked Estep 
Score: -2875514.500000 Penalty: 5046.725586
	Iteration 25Q: 3 clusters Score -2875514 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -2875523.000000 Penalty: 5046.725586
	Iteration 26Q: 3 clusters Score -2875523 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -2875519.500000 Penalty: 5046.725586
	Iteration 27Q: 3 clusters Score -2875520 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18580 members 
Mstep: Class 2 contains 7655 members 
Entering Unmasked Estep 
Score: -2875524.500000 Penalty: 5046.725586
	Iteration 28Q: 3 clusters Score -2875524 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2875531.500000 Penalty: 5046.725586
	Iteration 29Q: 3 clusters Score -2875532 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 7561 members 
Entering Unmasked Estep 
Score: -2875533.750000 Penalty: 5046.725586
	Iteration 30Q: 3 clusters Score -2875534 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 7516 members 
Entering Unmasked Estep 
Score: -2875544.250000 Penalty: 5046.725586
	Iteration 31Q: 3 clusters Score -2875544 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18748 members 
Mstep: Class 2 contains 7487 members 
Entering Unmasked Estep 
Score: -2875552.750000 Penalty: 5046.725586
	Iteration 32Q: 3 clusters Score -2875553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18773 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -2875553.000000 Penalty: 5046.725586
	Iteration 33Q: 3 clusters Score -2875553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18802 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2875552.500000 Penalty: 5046.725586
	Iteration 34Q: 3 clusters Score -2875552 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 7400 members 
Entering Unmasked Estep 
Score: -2875550.000000 Penalty: 5046.725586
	Iteration 35Q: 3 clusters Score -2875550 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -2875553.500000 Penalty: 5046.725586
	Iteration 36Q: 3 clusters Score -2875554 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2875568.750000 Penalty: 5046.725586
	Iteration 37Q: 3 clusters Score -2875569 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18911 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -2875569.000000 Penalty: 5046.725586
	Iteration 38Q: 3 clusters Score -2875569 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -2875574.250000 Penalty: 5046.725586
	Iteration 39Q: 3 clusters Score -2875574 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18957 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2875579.750000 Penalty: 5046.725586
	Iteration 40F: 3 clusters Score -2875580 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -2875580.750000 Penalty: 5046.725586
	Iteration 41Q: 3 clusters Score -2875581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -2875577.000000 Penalty: 5046.725586
	Iteration 42Q: 3 clusters Score -2875577 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -2875581.250000 Penalty: 5046.725586
	Iteration 43Q: 3 clusters Score -2875581 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 7212 members 
Entering Unmasked Estep 
Score: -2875583.750000 Penalty: 5046.725586
	Iteration 44Q: 3 clusters Score -2875584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19037 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -2875582.250000 Penalty: 5046.725586
	Iteration 45Q: 3 clusters Score -2875582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -2875577.250000 Penalty: 5046.725586
	Iteration 46Q: 3 clusters Score -2875577 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2875581.250000 Penalty: 5046.725586
	Iteration 47Q: 3 clusters Score -2875581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2875579.250000 Penalty: 5046.725586
	Iteration 48Q: 3 clusters Score -2875579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19076 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -2875582.750000 Penalty: 5046.725586
	Iteration 49Q: 3 clusters Score -2875583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -2875584.000000 Penalty: 5046.725586
	Iteration 50Q: 3 clusters Score -2875584 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -2875583.250000 Penalty: 5046.725586
	Iteration 51Q: 3 clusters Score -2875583 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19086 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -2875584.250000 Penalty: 5046.725586
	Iteration 52Q: 3 clusters Score -2875584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -2875586.000000 Penalty: 5046.725586
	Iteration 53Q: 3 clusters Score -2875586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19088 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -2875586.000000 Penalty: 5046.725586
	Iteration 54Q: 3 clusters Score -2875586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2875587.000000 Penalty: 5046.725586
	Iteration 55Q: 3 clusters Score -2875587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -2875587.000000 Penalty: 5046.725586
	Iteration 56F: 3 clusters Score -2875587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (120556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120556 members 
Entering Unmasked Estep 
Score: -14234802.000000 Penalty: 2901.567871
	Iteration 0F: 2 clusters Score -1.42348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60232 members 
Mstep: Class 2 contains 60324 members 
Entering Unmasked Estep 
Score: -14154293.000000 Penalty: 5803.135742
	Iteration 0F: 3 clusters Score -1.415429e+07 nChanged 56960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61174 members 
Mstep: Class 2 contains 59382 members 
Entering Unmasked Estep 
Score: -14186618.000000 Penalty: 5803.135742
	Iteration 1F: 3 clusters Score -1.418662e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61817 members 
Mstep: Class 2 contains 58739 members 
Entering Unmasked Estep 
Score: -14187354.000000 Penalty: 5803.135742
	Iteration 2Q: 3 clusters Score -1.418735e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62699 members 
Mstep: Class 2 contains 57857 members 
Entering Unmasked Estep 
Score: -14188309.000000 Penalty: 5803.135742
	Iteration 3Q: 3 clusters Score -1.418831e+07 nChanged 4101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63998 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -14189518.000000 Penalty: 5803.135742
	Iteration 4Q: 3 clusters Score -1.418952e+07 nChanged 4854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65920 members 
Mstep: Class 2 contains 54636 members 
Entering Unmasked Estep 
Score: -14191126.000000 Penalty: 5803.135742
	Iteration 5Q: 3 clusters Score -1.419113e+07 nChanged 5643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68617 members 
Mstep: Class 2 contains 51939 members 
Entering Unmasked Estep 
Score: -14193688.000000 Penalty: 5803.135742
	Iteration 6Q: 3 clusters Score -1.419369e+07 nChanged 6923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72306 members 
Mstep: Class 2 contains 48250 members 
Entering Unmasked Estep 
Score: -14197793.000000 Penalty: 5803.135742
	Iteration 7F: 3 clusters Score -1.419779e+07 nChanged 8344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77144 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -14204220.000000 Penalty: 5803.135742
	Iteration 8F: 3 clusters Score -1.420422e+07 nChanged 9107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82421 members 
Mstep: Class 2 contains 38135 members 
Entering Unmasked Estep 
Score: -14212787.000000 Penalty: 5803.135742
	Iteration 9F: 3 clusters Score -1.421279e+07 nChanged 8192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86599 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -14220690.000000 Penalty: 5803.135742
	Iteration 10F: 3 clusters Score -1.422069e+07 nChanged 5766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88787 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -14224575.000000 Penalty: 5803.135742
	Iteration 11Q: 3 clusters Score -1.422458e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90062 members 
Mstep: Class 2 contains 30494 members 
Entering Unmasked Estep 
Score: -14225860.000000 Penalty: 5803.135742
	Iteration 12Q: 3 clusters Score -1.422586e+07 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91066 members 
Mstep: Class 2 contains 29490 members 
Entering Unmasked Estep 
Score: -14226320.000000 Penalty: 5803.135742
	Iteration 13Q: 3 clusters Score -1.422632e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91972 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -14226750.000000 Penalty: 5803.135742
	Iteration 14Q: 3 clusters Score -1.422675e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92875 members 
Mstep: Class 2 contains 27681 members 
Entering Unmasked Estep 
Score: -14227022.000000 Penalty: 5803.135742
	Iteration 15Q: 3 clusters Score -1.422702e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93742 members 
Mstep: Class 2 contains 26814 members 
Entering Unmasked Estep 
Score: -14227308.000000 Penalty: 5803.135742
	Iteration 16Q: 3 clusters Score -1.422731e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94572 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -14227597.000000 Penalty: 5803.135742
	Iteration 17Q: 3 clusters Score -1.42276e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95382 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -14227856.000000 Penalty: 5803.135742
	Iteration 18Q: 3 clusters Score -1.422786e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96162 members 
Mstep: Class 2 contains 24394 members 
Entering Unmasked Estep 
Score: -14228045.000000 Penalty: 5803.135742
	Iteration 19Q: 3 clusters Score -1.422804e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96990 members 
Mstep: Class 2 contains 23566 members 
Entering Unmasked Estep 
Score: -14228237.000000 Penalty: 5803.135742
	Iteration 20F: 3 clusters Score -1.422824e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97864 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -14228455.000000 Penalty: 5803.135742
	Iteration 21Q: 3 clusters Score -1.422846e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98674 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -14228727.000000 Penalty: 5803.135742
	Iteration 22Q: 3 clusters Score -1.422873e+07 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99503 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -14228945.000000 Penalty: 5803.135742
	Iteration 23Q: 3 clusters Score -1.422894e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100322 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -14229202.000000 Penalty: 5803.135742
	Iteration 24Q: 3 clusters Score -1.42292e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101173 members 
Mstep: Class 2 contains 19383 members 
Entering Unmasked Estep 
Score: -14229487.000000 Penalty: 5803.135742
	Iteration 25Q: 3 clusters Score -1.422949e+07 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101990 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -14229739.000000 Penalty: 5803.135742
	Iteration 26Q: 3 clusters Score -1.422974e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102796 members 
Mstep: Class 2 contains 17760 members 
Entering Unmasked Estep 
Score: -14230032.000000 Penalty: 5803.135742
	Iteration 27Q: 3 clusters Score -1.423003e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103578 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -14230316.000000 Penalty: 5803.135742
	Iteration 28Q: 3 clusters Score -1.423032e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104327 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -14230607.000000 Penalty: 5803.135742
	Iteration 29Q: 3 clusters Score -1.423061e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105044 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -14230829.000000 Penalty: 5803.135742
	Iteration 30Q: 3 clusters Score -1.423083e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105700 members 
Mstep: Class 2 contains 14856 members 
Entering Unmasked Estep 
Score: -14231075.000000 Penalty: 5803.135742
	Iteration 31Q: 3 clusters Score -1.423108e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106358 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -14231330.000000 Penalty: 5803.135742
	Iteration 32Q: 3 clusters Score -1.423133e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106908 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -14231524.000000 Penalty: 5803.135742
	Iteration 33Q: 3 clusters Score -1.423152e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107416 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -14231678.000000 Penalty: 5803.135742
	Iteration 34Q: 3 clusters Score -1.423168e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107874 members 
Mstep: Class 2 contains 12682 members 
Entering Unmasked Estep 
Score: -14231761.000000 Penalty: 5803.135742
	Iteration 35Q: 3 clusters Score -1.423176e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108275 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -14231905.000000 Penalty: 5803.135742
	Iteration 36Q: 3 clusters Score -1.42319e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108666 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -14232038.000000 Penalty: 5803.135742
	Iteration 37Q: 3 clusters Score -1.423204e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109036 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -14232169.000000 Penalty: 5803.135742
	Iteration 38Q: 3 clusters Score -1.423217e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109372 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -14232201.000000 Penalty: 5803.135742
	Iteration 39Q: 3 clusters Score -1.42322e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109695 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -14232319.000000 Penalty: 5803.135742
	Iteration 40F: 3 clusters Score -1.423232e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110035 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -14232415.000000 Penalty: 5803.135742
	Iteration 41Q: 3 clusters Score -1.423242e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110332 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -14232500.000000 Penalty: 5803.135742
	Iteration 42Q: 3 clusters Score -1.42325e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110611 members 
Mstep: Class 2 contains 9945 members 
Entering Unmasked Estep 
Score: -14232556.000000 Penalty: 5803.135742
	Iteration 43Q: 3 clusters Score -1.423256e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110867 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -14232630.000000 Penalty: 5803.135742
	Iteration 44Q: 3 clusters Score -1.423263e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111112 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -14232709.000000 Penalty: 5803.135742
	Iteration 45Q: 3 clusters Score -1.423271e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111310 members 
Mstep: Class 2 contains 9246 members 
Entering Unmasked Estep 
Score: -14232738.000000 Penalty: 5803.135742
	Iteration 46Q: 3 clusters Score -1.423274e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111480 members 
Mstep: Class 2 contains 9076 members 
Entering Unmasked Estep 
Score: -14232774.000000 Penalty: 5803.135742
	Iteration 47Q: 3 clusters Score -1.423277e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111654 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -14232820.000000 Penalty: 5803.135742
	Iteration 48Q: 3 clusters Score -1.423282e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111829 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -14232834.000000 Penalty: 5803.135742
	Iteration 49Q: 3 clusters Score -1.423283e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111990 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -14232856.000000 Penalty: 5803.135742
	Iteration 50Q: 3 clusters Score -1.423286e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112129 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -14232847.000000 Penalty: 5803.135742
	Iteration 51Q: 3 clusters Score -1.423285e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112264 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -14232848.000000 Penalty: 5803.135742
	Iteration 52Q: 3 clusters Score -1.423285e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112388 members 
Mstep: Class 2 contains 8168 members 
Entering Unmasked Estep 
Score: -14232874.000000 Penalty: 5803.135742
	Iteration 53Q: 3 clusters Score -1.423287e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112494 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -14232885.000000 Penalty: 5803.135742
	Iteration 54Q: 3 clusters Score -1.423288e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112596 members 
Mstep: Class 2 contains 7960 members 
Entering Unmasked Estep 
Score: -14232873.000000 Penalty: 5803.135742
	Iteration 55Q: 3 clusters Score -1.423287e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112686 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -14232888.000000 Penalty: 5803.135742
	Iteration 56Q: 3 clusters Score -1.423289e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112771 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -14232893.000000 Penalty: 5803.135742
	Iteration 57Q: 3 clusters Score -1.423289e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112846 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -14232889.000000 Penalty: 5803.135742
	Iteration 58Q: 3 clusters Score -1.423289e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112920 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -14232885.000000 Penalty: 5803.135742
	Iteration 59Q: 3 clusters Score -1.423288e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113001 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -14232885.000000 Penalty: 5803.135742
	Iteration 60F: 3 clusters Score -1.423288e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113093 members 
Mstep: Class 2 contains 7463 members 
Entering Unmasked Estep 
Score: -14232897.000000 Penalty: 5803.135742
	Iteration 61Q: 3 clusters Score -1.42329e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113186 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -14232894.000000 Penalty: 5803.135742
	Iteration 62Q: 3 clusters Score -1.423289e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113272 members 
Mstep: Class 2 contains 7284 members 
Entering Unmasked Estep 
Score: -14232918.000000 Penalty: 5803.135742
	Iteration 63Q: 3 clusters Score -1.423292e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113352 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -14232941.000000 Penalty: 5803.135742
	Iteration 64Q: 3 clusters Score -1.423294e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113424 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -14232947.000000 Penalty: 5803.135742
	Iteration 65Q: 3 clusters Score -1.423295e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113495 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -14232949.000000 Penalty: 5803.135742
	Iteration 66Q: 3 clusters Score -1.423295e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113564 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -14232956.000000 Penalty: 5803.135742
	Iteration 67Q: 3 clusters Score -1.423296e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113632 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -14232972.000000 Penalty: 5803.135742
	Iteration 68Q: 3 clusters Score -1.423297e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113703 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -14232972.000000 Penalty: 5803.135742
	Iteration 69Q: 3 clusters Score -1.423297e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113764 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -14232968.000000 Penalty: 5803.135742
	Iteration 70Q: 3 clusters Score -1.423297e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113819 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -14232969.000000 Penalty: 5803.135742
	Iteration 71Q: 3 clusters Score -1.423297e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113873 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -14232949.000000 Penalty: 5803.135742
	Iteration 72Q: 3 clusters Score -1.423295e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113921 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -14232949.000000 Penalty: 5803.135742
	Iteration 73Q: 3 clusters Score -1.423295e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113967 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -14232959.000000 Penalty: 5803.135742
	Iteration 74Q: 3 clusters Score -1.423296e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114002 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -14232970.000000 Penalty: 5803.135742
	Iteration 75Q: 3 clusters Score -1.423297e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114040 members 
Mstep: Class 2 contains 6516 members 
Entering Unmasked Estep 
Score: -14232983.000000 Penalty: 5803.135742
	Iteration 76Q: 3 clusters Score -1.423298e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114088 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -14232976.000000 Penalty: 5803.135742
	Iteration 77Q: 3 clusters Score -1.423298e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114139 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -14232961.000000 Penalty: 5803.135742
	Iteration 78Q: 3 clusters Score -1.423296e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114185 members 
Mstep: Class 2 contains 6371 members 
Entering Unmasked Estep 
Score: -14232940.000000 Penalty: 5803.135742
	Iteration 79Q: 3 clusters Score -1.423294e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114225 members 
Mstep: Class 2 contains 6331 members 
Entering Unmasked Estep 
Score: -14232963.000000 Penalty: 5803.135742
	Iteration 80F: 3 clusters Score -1.423296e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114259 members 
Mstep: Class 2 contains 6297 members 
Entering Unmasked Estep 
Score: -14232972.000000 Penalty: 5803.135742
	Iteration 81Q: 3 clusters Score -1.423297e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114292 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -14232992.000000 Penalty: 5803.135742
	Iteration 82Q: 3 clusters Score -1.423299e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114328 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -14232986.000000 Penalty: 5803.135742
	Iteration 83Q: 3 clusters Score -1.423299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114363 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -14232994.000000 Penalty: 5803.135742
	Iteration 84Q: 3 clusters Score -1.423299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114398 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -14232991.000000 Penalty: 5803.135742
	Iteration 85Q: 3 clusters Score -1.423299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114433 members 
Mstep: Class 2 contains 6123 members 
Entering Unmasked Estep 
Score: -14232980.000000 Penalty: 5803.135742
	Iteration 86Q: 3 clusters Score -1.423298e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114467 members 
Mstep: Class 2 contains 6089 members 
Entering Unmasked Estep 
Score: -14232971.000000 Penalty: 5803.135742
	Iteration 87Q: 3 clusters Score -1.423297e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114496 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -14232962.000000 Penalty: 5803.135742
	Iteration 88Q: 3 clusters Score -1.423296e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114524 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -14232961.000000 Penalty: 5803.135742
	Iteration 89Q: 3 clusters Score -1.423296e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114557 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -14232975.000000 Penalty: 5803.135742
	Iteration 90Q: 3 clusters Score -1.423298e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114592 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -14232989.000000 Penalty: 5803.135742
	Iteration 91Q: 3 clusters Score -1.423299e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114622 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -14232980.000000 Penalty: 5803.135742
	Iteration 92Q: 3 clusters Score -1.423298e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114657 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -14232966.000000 Penalty: 5803.135742
	Iteration 93Q: 3 clusters Score -1.423297e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114684 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -14232982.000000 Penalty: 5803.135742
	Iteration 94Q: 3 clusters Score -1.423298e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114706 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -14232977.000000 Penalty: 5803.135742
	Iteration 95Q: 3 clusters Score -1.423298e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114735 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -14232974.000000 Penalty: 5803.135742
	Iteration 96Q: 3 clusters Score -1.423297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114753 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -14232977.000000 Penalty: 5803.135742
	Iteration 97Q: 3 clusters Score -1.423298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114771 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -14232973.000000 Penalty: 5803.135742
	Iteration 98Q: 3 clusters Score -1.423297e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114790 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -14232975.000000 Penalty: 5803.135742
	Iteration 99Q: 3 clusters Score -1.423298e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114804 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -14232972.000000 Penalty: 5803.135742
	Iteration 100F: 3 clusters Score -1.423297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114816 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -14232966.000000 Penalty: 5803.135742
	Iteration 101Q: 3 clusters Score -1.423297e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114831 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -14233003.000000 Penalty: 5803.135742
	Iteration 102Q: 3 clusters Score -1.4233e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114848 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -14233019.000000 Penalty: 5803.135742
	Iteration 103Q: 3 clusters Score -1.423302e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114865 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -14233019.000000 Penalty: 5803.135742
	Iteration 104Q: 3 clusters Score -1.423302e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114883 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -14233035.000000 Penalty: 5803.135742
	Iteration 105Q: 3 clusters Score -1.423304e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114900 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -14233031.000000 Penalty: 5803.135742
	Iteration 106Q: 3 clusters Score -1.423303e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114920 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -14233030.000000 Penalty: 5803.135742
	Iteration 107Q: 3 clusters Score -1.423303e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114935 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -14233037.000000 Penalty: 5803.135742
	Iteration 108Q: 3 clusters Score -1.423304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114950 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -14233043.000000 Penalty: 5803.135742
	Iteration 109Q: 3 clusters Score -1.423304e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114965 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -14233037.000000 Penalty: 5803.135742
	Iteration 110Q: 3 clusters Score -1.423304e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114972 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -14233024.000000 Penalty: 5803.135742
	Iteration 111Q: 3 clusters Score -1.423302e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114978 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -14233022.000000 Penalty: 5803.135742
	Iteration 112Q: 3 clusters Score -1.423302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114983 members 
Mstep: Class 2 contains 5573 members 
Entering Unmasked Estep 
Score: -14233021.000000 Penalty: 5803.135742
	Iteration 113Q: 3 clusters Score -1.423302e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114990 members 
Mstep: Class 2 contains 5566 members 
Entering Unmasked Estep 
Score: -14233018.000000 Penalty: 5803.135742
	Iteration 114Q: 3 clusters Score -1.423302e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114995 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -14233017.000000 Penalty: 5803.135742
	Iteration 115Q: 3 clusters Score -1.423302e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114999 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -14233036.000000 Penalty: 5803.135742
	Iteration 116Q: 3 clusters Score -1.423304e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114999 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -14233036.000000 Penalty: 5803.135742
	Iteration 117F: 3 clusters Score -1.423304e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (298405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298405 members 
Entering Unmasked Estep 
Score: -35078728.000000 Penalty: 3126.339355
	Iteration 0F: 2 clusters Score -3.507873e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149157 members 
Mstep: Class 2 contains 149248 members 
Entering Unmasked Estep 
Score: -34883636.000000 Penalty: 6252.678711
	Iteration 0F: 3 clusters Score -3.488364e+07 nChanged 144482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147963 members 
Mstep: Class 2 contains 150442 members 
Entering Unmasked Estep 
Score: -34969280.000000 Penalty: 6252.678711
	Iteration 1F: 3 clusters Score -3.496928e+07 nChanged 6903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147338 members 
Mstep: Class 2 contains 151067 members 
Entering Unmasked Estep 
Score: -34970480.000000 Penalty: 6252.678711
	Iteration 2Q: 3 clusters Score -3.497048e+07 nChanged 7530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146168 members 
Mstep: Class 2 contains 152237 members 
Entering Unmasked Estep 
Score: -34971872.000000 Penalty: 6252.678711
	Iteration 3Q: 3 clusters Score -3.497187e+07 nChanged 8803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144113 members 
Mstep: Class 2 contains 154292 members 
Entering Unmasked Estep 
Score: -34974280.000000 Penalty: 6252.678711
	Iteration 4Q: 3 clusters Score -3.497428e+07 nChanged 10616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140791 members 
Mstep: Class 2 contains 157614 members 
Entering Unmasked Estep 
Score: -34978236.000000 Penalty: 6252.678711
	Iteration 5Q: 3 clusters Score -3.497824e+07 nChanged 13674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135743 members 
Mstep: Class 2 contains 162662 members 
Entering Unmasked Estep 
Score: -34985304.000000 Penalty: 6252.678711
	Iteration 6Q: 3 clusters Score -3.49853e+07 nChanged 17750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128171 members 
Mstep: Class 2 contains 170234 members 
Entering Unmasked Estep 
Score: -34996824.000000 Penalty: 6252.678711
	Iteration 7F: 3 clusters Score -3.499682e+07 nChanged 21258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118029 members 
Mstep: Class 2 contains 180376 members 
Entering Unmasked Estep 
Score: -35013948.000000 Penalty: 6252.678711
	Iteration 8F: 3 clusters Score -3.501395e+07 nChanged 22292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107465 members 
Mstep: Class 2 contains 190940 members 
Entering Unmasked Estep 
Score: -35031728.000000 Penalty: 6252.678711
	Iteration 9F: 3 clusters Score -3.503173e+07 nChanged 18430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98521 members 
Mstep: Class 2 contains 199884 members 
Entering Unmasked Estep 
Score: -35043292.000000 Penalty: 6252.678711
	Iteration 10F: 3 clusters Score -3.504329e+07 nChanged 12423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91002 members 
Mstep: Class 2 contains 207403 members 
Entering Unmasked Estep 
Score: -35048912.000000 Penalty: 6252.678711
	Iteration 11Q: 3 clusters Score -3.504891e+07 nChanged 8533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83647 members 
Mstep: Class 2 contains 214758 members 
Entering Unmasked Estep 
Score: -35052612.000000 Penalty: 6252.678711
	Iteration 12Q: 3 clusters Score -3.505261e+07 nChanged 7640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76153 members 
Mstep: Class 2 contains 222252 members 
Entering Unmasked Estep 
Score: -35056332.000000 Penalty: 6252.678711
	Iteration 13Q: 3 clusters Score -3.505633e+07 nChanged 7458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68779 members 
Mstep: Class 2 contains 229626 members 
Entering Unmasked Estep 
Score: -35060040.000000 Penalty: 6252.678711
	Iteration 14Q: 3 clusters Score -3.506004e+07 nChanged 7108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61795 members 
Mstep: Class 2 contains 236610 members 
Entering Unmasked Estep 
Score: -35063780.000000 Penalty: 6252.678711
	Iteration 15Q: 3 clusters Score -3.506378e+07 nChanged 6510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55427 members 
Mstep: Class 2 contains 242978 members 
Entering Unmasked Estep 
Score: -35067204.000000 Penalty: 6252.678711
	Iteration 16Q: 3 clusters Score -3.50672e+07 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49913 members 
Mstep: Class 2 contains 248492 members 
Entering Unmasked Estep 
Score: -35070364.000000 Penalty: 6252.678711
	Iteration 17Q: 3 clusters Score -3.507036e+07 nChanged 4924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 253232 members 
Entering Unmasked Estep 
Score: -35072852.000000 Penalty: 6252.678711
	Iteration 18Q: 3 clusters Score -3.507285e+07 nChanged 4085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 257139 members 
Entering Unmasked Estep 
Score: -35074436.000000 Penalty: 6252.678711
	Iteration 19Q: 3 clusters Score -3.507444e+07 nChanged 3459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37927 members 
Mstep: Class 2 contains 260478 members 
Entering Unmasked Estep 
Score: -35075628.000000 Penalty: 6252.678711
	Iteration 20F: 3 clusters Score -3.507563e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34974 members 
Mstep: Class 2 contains 263431 members 
Entering Unmasked Estep 
Score: -35076340.000000 Penalty: 6252.678711
	Iteration 21Q: 3 clusters Score -3.507634e+07 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32322 members 
Mstep: Class 2 contains 266083 members 
Entering Unmasked Estep 
Score: -35077216.000000 Penalty: 6252.678711
	Iteration 22Q: 3 clusters Score -3.507722e+07 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30002 members 
Mstep: Class 2 contains 268403 members 
Entering Unmasked Estep 
Score: -35077584.000000 Penalty: 6252.678711
	Iteration 23Q: 3 clusters Score -3.507758e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 270480 members 
Entering Unmasked Estep 
Score: -35078128.000000 Penalty: 6252.678711
	Iteration 24Q: 3 clusters Score -3.507813e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 272347 members 
Entering Unmasked Estep 
Score: -35078380.000000 Penalty: 6252.678711
	Iteration 25Q: 3 clusters Score -3.507838e+07 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24323 members 
Mstep: Class 2 contains 274082 members 
Entering Unmasked Estep 
Score: -35078540.000000 Penalty: 6252.678711
	Iteration 26Q: 3 clusters Score -3.507854e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 275704 members 
Entering Unmasked Estep 
Score: -35078588.000000 Penalty: 6252.678711
	Iteration 27Q: 3 clusters Score -3.507859e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 277154 members 
Entering Unmasked Estep 
Score: -35078836.000000 Penalty: 6252.678711
	Iteration 28Q: 3 clusters Score -3.507884e+07 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19907 members 
Mstep: Class 2 contains 278498 members 
Entering Unmasked Estep 
Score: -35079064.000000 Penalty: 6252.678711
	Iteration 29Q: 3 clusters Score -3.507906e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 279683 members 
Entering Unmasked Estep 
Score: -35079136.000000 Penalty: 6252.678711
	Iteration 30Q: 3 clusters Score -3.507914e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 280766 members 
Entering Unmasked Estep 
Score: -35079248.000000 Penalty: 6252.678711
	Iteration 31Q: 3 clusters Score -3.507925e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 281725 members 
Entering Unmasked Estep 
Score: -35079376.000000 Penalty: 6252.678711
	Iteration 32Q: 3 clusters Score -3.507938e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 282636 members 
Entering Unmasked Estep 
Score: -35079484.000000 Penalty: 6252.678711
	Iteration 33Q: 3 clusters Score -3.507948e+07 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 283488 members 
Entering Unmasked Estep 
Score: -35079664.000000 Penalty: 6252.678711
	Iteration 34Q: 3 clusters Score -3.507966e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 284270 members 
Entering Unmasked Estep 
Score: -35079752.000000 Penalty: 6252.678711
	Iteration 35Q: 3 clusters Score -3.507975e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 284953 members 
Entering Unmasked Estep 
Score: -35079708.000000 Penalty: 6252.678711
	Iteration 36Q: 3 clusters Score -3.507971e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 285568 members 
Entering Unmasked Estep 
Score: -35079844.000000 Penalty: 6252.678711
	Iteration 37Q: 3 clusters Score -3.507984e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 286079 members 
Entering Unmasked Estep 
Score: -35079804.000000 Penalty: 6252.678711
	Iteration 38Q: 3 clusters Score -3.50798e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11837 members 
Mstep: Class 2 contains 286568 members 
Entering Unmasked Estep 
Score: -35079768.000000 Penalty: 6252.678711
	Iteration 39Q: 3 clusters Score -3.507977e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 287009 members 
Entering Unmasked Estep 
Score: -35079808.000000 Penalty: 6252.678711
	Iteration 40F: 3 clusters Score -3.507981e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 287413 members 
Entering Unmasked Estep 
Score: -35079916.000000 Penalty: 6252.678711
	Iteration 41Q: 3 clusters Score -3.507992e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 287782 members 
Entering Unmasked Estep 
Score: -35079904.000000 Penalty: 6252.678711
	Iteration 42Q: 3 clusters Score -3.50799e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10294 members 
Mstep: Class 2 contains 288111 members 
Entering Unmasked Estep 
Score: -35079860.000000 Penalty: 6252.678711
	Iteration 43Q: 3 clusters Score -3.507986e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 288401 members 
Entering Unmasked Estep 
Score: -35079780.000000 Penalty: 6252.678711
	Iteration 44Q: 3 clusters Score -3.507978e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9746 members 
Mstep: Class 2 contains 288659 members 
Entering Unmasked Estep 
Score: -35079808.000000 Penalty: 6252.678711
	Iteration 45Q: 3 clusters Score -3.507981e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 288898 members 
Entering Unmasked Estep 
Score: -35079812.000000 Penalty: 6252.678711
	Iteration 46Q: 3 clusters Score -3.507981e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 289130 members 
Entering Unmasked Estep 
Score: -35079824.000000 Penalty: 6252.678711
	Iteration 47Q: 3 clusters Score -3.507982e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 289360 members 
Entering Unmasked Estep 
Score: -35079776.000000 Penalty: 6252.678711
	Iteration 48Q: 3 clusters Score -3.507978e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 289560 members 
Entering Unmasked Estep 
Score: -35079708.000000 Penalty: 6252.678711
	Iteration 49Q: 3 clusters Score -3.507971e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8654 members 
Mstep: Class 2 contains 289751 members 
Entering Unmasked Estep 
Score: -35079748.000000 Penalty: 6252.678711
	Iteration 50Q: 3 clusters Score -3.507975e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8487 members 
Mstep: Class 2 contains 289918 members 
Entering Unmasked Estep 
Score: -35079736.000000 Penalty: 6252.678711
	Iteration 51Q: 3 clusters Score -3.507974e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 290067 members 
Entering Unmasked Estep 
Score: -35079764.000000 Penalty: 6252.678711
	Iteration 52Q: 3 clusters Score -3.507976e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 290199 members 
Entering Unmasked Estep 
Score: -35079724.000000 Penalty: 6252.678711
	Iteration 53Q: 3 clusters Score -3.507972e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 290319 members 
Entering Unmasked Estep 
Score: -35079664.000000 Penalty: 6252.678711
	Iteration 54Q: 3 clusters Score -3.507966e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 290422 members 
Entering Unmasked Estep 
Score: -35079660.000000 Penalty: 6252.678711
	Iteration 55Q: 3 clusters Score -3.507966e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 290525 members 
Entering Unmasked Estep 
Score: -35079652.000000 Penalty: 6252.678711
	Iteration 56Q: 3 clusters Score -3.507965e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 290619 members 
Entering Unmasked Estep 
Score: -35079608.000000 Penalty: 6252.678711
	Iteration 57Q: 3 clusters Score -3.507961e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 290720 members 
Entering Unmasked Estep 
Score: -35079628.000000 Penalty: 6252.678711
	Iteration 58Q: 3 clusters Score -3.507963e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 290799 members 
Entering Unmasked Estep 
Score: -35079600.000000 Penalty: 6252.678711
	Iteration 59Q: 3 clusters Score -3.50796e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 290887 members 
Entering Unmasked Estep 
Score: -35079572.000000 Penalty: 6252.678711
	Iteration 60F: 3 clusters Score -3.507957e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 290970 members 
Entering Unmasked Estep 
Score: -35079512.000000 Penalty: 6252.678711
	Iteration 61Q: 3 clusters Score -3.507951e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 291065 members 
Entering Unmasked Estep 
Score: -35079580.000000 Penalty: 6252.678711
	Iteration 62Q: 3 clusters Score -3.507958e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 291171 members 
Entering Unmasked Estep 
Score: -35079548.000000 Penalty: 6252.678711
	Iteration 63Q: 3 clusters Score -3.507955e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 291272 members 
Entering Unmasked Estep 
Score: -35079564.000000 Penalty: 6252.678711
	Iteration 64Q: 3 clusters Score -3.507956e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 291365 members 
Entering Unmasked Estep 
Score: -35079532.000000 Penalty: 6252.678711
	Iteration 65Q: 3 clusters Score -3.507953e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 291458 members 
Entering Unmasked Estep 
Score: -35079524.000000 Penalty: 6252.678711
	Iteration 66Q: 3 clusters Score -3.507952e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 291547 members 
Entering Unmasked Estep 
Score: -35079504.000000 Penalty: 6252.678711
	Iteration 67Q: 3 clusters Score -3.50795e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 291614 members 
Entering Unmasked Estep 
Score: -35079544.000000 Penalty: 6252.678711
	Iteration 68Q: 3 clusters Score -3.507954e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 291680 members 
Entering Unmasked Estep 
Score: -35079496.000000 Penalty: 6252.678711
	Iteration 69Q: 3 clusters Score -3.50795e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 291732 members 
Entering Unmasked Estep 
Score: -35079504.000000 Penalty: 6252.678711
	Iteration 70Q: 3 clusters Score -3.50795e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6614 members 
Mstep: Class 2 contains 291791 members 
Entering Unmasked Estep 
Score: -35079524.000000 Penalty: 6252.678711
	Iteration 71Q: 3 clusters Score -3.507952e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 291851 members 
Entering Unmasked Estep 
Score: -35079540.000000 Penalty: 6252.678711
	Iteration 72Q: 3 clusters Score -3.507954e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 291915 members 
Entering Unmasked Estep 
Score: -35079504.000000 Penalty: 6252.678711
	Iteration 73Q: 3 clusters Score -3.50795e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 291977 members 
Entering Unmasked Estep 
Score: -35079516.000000 Penalty: 6252.678711
	Iteration 74Q: 3 clusters Score -3.507952e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6382 members 
Mstep: Class 2 contains 292023 members 
Entering Unmasked Estep 
Score: -35079548.000000 Penalty: 6252.678711
	Iteration 75Q: 3 clusters Score -3.507955e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 292069 members 
Entering Unmasked Estep 
Score: -35079548.000000 Penalty: 6252.678711
	Iteration 76Q: 3 clusters Score -3.507955e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 292108 members 
Entering Unmasked Estep 
Score: -35079484.000000 Penalty: 6252.678711
	Iteration 77Q: 3 clusters Score -3.507948e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 292141 members 
Entering Unmasked Estep 
Score: -35079488.000000 Penalty: 6252.678711
	Iteration 78Q: 3 clusters Score -3.507949e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 292167 members 
Entering Unmasked Estep 
Score: -35079440.000000 Penalty: 6252.678711
	Iteration 79Q: 3 clusters Score -3.507944e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 292193 members 
Entering Unmasked Estep 
Score: -35079500.000000 Penalty: 6252.678711
	Iteration 80F: 3 clusters Score -3.50795e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6188 members 
Mstep: Class 2 contains 292217 members 
Entering Unmasked Estep 
Score: -35079456.000000 Penalty: 6252.678711
	Iteration 81Q: 3 clusters Score -3.507946e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 292237 members 
Entering Unmasked Estep 
Score: -35079456.000000 Penalty: 6252.678711
	Iteration 82Q: 3 clusters Score -3.507946e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 292260 members 
Entering Unmasked Estep 
Score: -35079444.000000 Penalty: 6252.678711
	Iteration 83Q: 3 clusters Score -3.507944e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 292277 members 
Entering Unmasked Estep 
Score: -35079460.000000 Penalty: 6252.678711
	Iteration 84Q: 3 clusters Score -3.507946e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 292292 members 
Entering Unmasked Estep 
Score: -35079460.000000 Penalty: 6252.678711
	Iteration 85Q: 3 clusters Score -3.507946e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 292303 members 
Entering Unmasked Estep 
Score: -35079452.000000 Penalty: 6252.678711
	Iteration 86Q: 3 clusters Score -3.507945e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 292315 members 
Entering Unmasked Estep 
Score: -35079460.000000 Penalty: 6252.678711
	Iteration 87Q: 3 clusters Score -3.507946e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 292320 members 
Entering Unmasked Estep 
Score: -35079456.000000 Penalty: 6252.678711
	Iteration 88Q: 3 clusters Score -3.507946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 292324 members 
Entering Unmasked Estep 
Score: -35079456.000000 Penalty: 6252.678711
	Iteration 89Q: 3 clusters Score -3.507946e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 292326 members 
Entering Unmasked Estep 
Score: -35079444.000000 Penalty: 6252.678711
	Iteration 90Q: 3 clusters Score -3.507944e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6076 members 
Mstep: Class 2 contains 292329 members 
Entering Unmasked Estep 
Score: -35079436.000000 Penalty: 6252.678711
	Iteration 91Q: 3 clusters Score -3.507944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 292331 members 
Entering Unmasked Estep 
Score: -35079452.000000 Penalty: 6252.678711
	Iteration 92Q: 3 clusters Score -3.507945e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 292333 members 
Entering Unmasked Estep 
Score: -35079440.000000 Penalty: 6252.678711
	Iteration 93Q: 3 clusters Score -3.507944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 292335 members 
Entering Unmasked Estep 
Score: -35079436.000000 Penalty: 6252.678711
	Iteration 94Q: 3 clusters Score -3.507944e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 292337 members 
Entering Unmasked Estep 
Score: -35079420.000000 Penalty: 6252.678711
	Iteration 95Q: 3 clusters Score -3.507942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 292338 members 
Entering Unmasked Estep 
Score: -35079412.000000 Penalty: 6252.678711
	Iteration 96Q: 3 clusters Score -3.507941e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 292339 members 
Entering Unmasked Estep 
Score: -35079416.000000 Penalty: 6252.678711
	Iteration 97Q: 3 clusters Score -3.507942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 292340 members 
Entering Unmasked Estep 
Score: -35079420.000000 Penalty: 6252.678711
	Iteration 98Q: 3 clusters Score -3.507942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 292342 members 
Entering Unmasked Estep 
Score: -35079416.000000 Penalty: 6252.678711
	Iteration 99Q: 3 clusters Score -3.507942e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6062 members 
Mstep: Class 2 contains 292343 members 
Entering Unmasked Estep 
Score: -35079424.000000 Penalty: 6252.678711
	Iteration 100F: 3 clusters Score -3.507942e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 93331 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 26235 members 
Mstep: Class 5 contains 120556 members 
Mstep: Class 6 contains 6062 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 22375 members 
Mstep: Class 9 contains 17818 members 
Mstep: Class 10 contains 2022 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 11639 members 
Mstep: Class 13 contains 201692 members 
Mstep: Class 14 contains 10618 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 8929 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 18742 members 
Mstep: Class 20 contains 11105 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 63749 members 
Mstep: Class 24 contains 18929 members 
Mstep: Class 25 contains 11074 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 259933 members 
Mstep: Class 29 contains 165993 members 
Mstep: Class 30 contains 292343 members 
Entering Unmasked Estep 
Score: -161456000.000000 Penalty: 105389.281250
Splitting cluster 6 changes total score from -161456000.000000 to -161456000.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (6198 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6198 members 
Entering Unmasked Estep 
Score: -531726.062500 Penalty: 2165.531494
	Iteration 0F: 2 clusters Score -531726.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -526616.250000 Penalty: 4331.062988
	Iteration 0F: 3 clusters Score -526616.2 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -528538.562500 Penalty: 4331.062988
	Iteration 1F: 3 clusters Score -528538.6 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -529745.687500 Penalty: 4331.062988
	Iteration 2F: 3 clusters Score -529745.7 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -530761.375000 Penalty: 4331.062988
	Iteration 3F: 3 clusters Score -530761.4 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -531304.062500 Penalty: 4331.062988
	Iteration 4F: 3 clusters Score -531304.1 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -531527.500000 Penalty: 4331.062988
	Iteration 5Q: 3 clusters Score -531527.5 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -531620.687500 Penalty: 4331.062988
	Iteration 6Q: 3 clusters Score -531620.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -531660.937500 Penalty: 4331.062988
	Iteration 7Q: 3 clusters Score -531660.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -531683.937500 Penalty: 4331.062988
	Iteration 8Q: 3 clusters Score -531683.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -531695.062500 Penalty: 4331.062988
	Iteration 9Q: 3 clusters Score -531695.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -531701.812500 Penalty: 4331.062988
	Iteration 10Q: 3 clusters Score -531701.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -531705.062500 Penalty: 4331.062988
	Iteration 11Q: 3 clusters Score -531705.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5225 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -531707.875000 Penalty: 4331.062988
	Iteration 12Q: 3 clusters Score -531707.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -531710.750000 Penalty: 4331.062988
	Iteration 13Q: 3 clusters Score -531710.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -531714.375000 Penalty: 4331.062988
	Iteration 14Q: 3 clusters Score -531714.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -531714.625000 Penalty: 4331.062988
	Iteration 15Q: 3 clusters Score -531714.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -531715.562500 Penalty: 4331.062988
	Iteration 16Q: 3 clusters Score -531715.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -531715.937500 Penalty: 4331.062988
	Iteration 17Q: 3 clusters Score -531715.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -531714.875000 Penalty: 4331.062988
	Iteration 18Q: 3 clusters Score -531714.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -531714.875000 Penalty: 4331.062988
	Iteration 19F: 3 clusters Score -531714.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (22375 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22375 members 
Entering Unmasked Estep 
Score: -2216023.000000 Penalty: 2483.893555
	Iteration 0F: 2 clusters Score -2216023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2200533.750000 Penalty: 4967.787109
	Iteration 0F: 3 clusters Score -2200534 nChanged 9844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11564 members 
Mstep: Class 2 contains 10811 members 
Entering Unmasked Estep 
Score: -2205896.000000 Penalty: 4967.787109
	Iteration 1F: 3 clusters Score -2205896 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11807 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -2206503.500000 Penalty: 4967.787109
	Iteration 2F: 3 clusters Score -2206504 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12221 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -2207129.250000 Penalty: 4967.787109
	Iteration 3F: 3 clusters Score -2207129 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12856 members 
Mstep: Class 2 contains 9519 members 
Entering Unmasked Estep 
Score: -2207843.250000 Penalty: 4967.787109
	Iteration 4F: 3 clusters Score -2207843 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13676 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -2208641.500000 Penalty: 4967.787109
	Iteration 5F: 3 clusters Score -2208642 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -2209489.500000 Penalty: 4967.787109
	Iteration 6F: 3 clusters Score -2209490 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 6716 members 
Entering Unmasked Estep 
Score: -2210364.000000 Penalty: 4967.787109
	Iteration 7F: 3 clusters Score -2210364 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16681 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -2211195.000000 Penalty: 4967.787109
	Iteration 8F: 3 clusters Score -2211195 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -2211882.250000 Penalty: 4967.787109
	Iteration 9Q: 3 clusters Score -2211882 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -2212442.500000 Penalty: 4967.787109
	Iteration 10Q: 3 clusters Score -2212442 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18968 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -2212857.250000 Penalty: 4967.787109
	Iteration 11Q: 3 clusters Score -2212857 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2213203.750000 Penalty: 4967.787109
	Iteration 12Q: 3 clusters Score -2213204 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19879 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2213538.500000 Penalty: 4967.787109
	Iteration 13Q: 3 clusters Score -2213538 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2213781.500000 Penalty: 4967.787109
	Iteration 14Q: 3 clusters Score -2213782 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -2214001.750000 Penalty: 4967.787109
	Iteration 15Q: 3 clusters Score -2214002 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -2214164.750000 Penalty: 4967.787109
	Iteration 16Q: 3 clusters Score -2214165 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -2214271.250000 Penalty: 4967.787109
	Iteration 17Q: 3 clusters Score -2214271 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2214350.000000 Penalty: 4967.787109
	Iteration 18Q: 3 clusters Score -2214350 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20837 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -2214385.000000 Penalty: 4967.787109
	Iteration 19Q: 3 clusters Score -2214385 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20877 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2214412.000000 Penalty: 4967.787109
	Iteration 20F: 3 clusters Score -2214412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -2214421.250000 Penalty: 4967.787109
	Iteration 21Q: 3 clusters Score -2214421 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2214435.750000 Penalty: 4967.787109
	Iteration 22Q: 3 clusters Score -2214436 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2214438.750000 Penalty: 4967.787109
	Iteration 23Q: 3 clusters Score -2214439 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -2214447.000000 Penalty: 4967.787109
	Iteration 24Q: 3 clusters Score -2214447 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -2214456.500000 Penalty: 4967.787109
	Iteration 25Q: 3 clusters Score -2214456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -2214455.250000 Penalty: 4967.787109
	Iteration 26Q: 3 clusters Score -2214455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20977 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -2214459.250000 Penalty: 4967.787109
	Iteration 27Q: 3 clusters Score -2214459 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -2214464.000000 Penalty: 4967.787109
	Iteration 28Q: 3 clusters Score -2214464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20998 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -2214471.750000 Penalty: 4967.787109
	Iteration 29Q: 3 clusters Score -2214472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21005 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2214477.000000 Penalty: 4967.787109
	Iteration 30Q: 3 clusters Score -2214477 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21014 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -2214485.750000 Penalty: 4967.787109
	Iteration 31Q: 3 clusters Score -2214486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2214481.000000 Penalty: 4967.787109
	Iteration 32Q: 3 clusters Score -2214481 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -2214481.750000 Penalty: 4967.787109
	Iteration 33Q: 3 clusters Score -2214482 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2214487.500000 Penalty: 4967.787109
	Iteration 34Q: 3 clusters Score -2214488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21033 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -2214486.750000 Penalty: 4967.787109
	Iteration 35Q: 3 clusters Score -2214487 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2214487.500000 Penalty: 4967.787109
	Iteration 36Q: 3 clusters Score -2214488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -2214487.500000 Penalty: 4967.787109
	Iteration 37F: 3 clusters Score -2214488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (17818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Entering Unmasked Estep 
Score: -2001423.875000 Penalty: 2427.415283
	Iteration 0F: 2 clusters Score -2001424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1988624.625000 Penalty: 4854.830566
	Iteration 0F: 3 clusters Score -1988625 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1993051.375000 Penalty: 4854.830566
	Iteration 1F: 3 clusters Score -1993051 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 9863 members 
Entering Unmasked Estep 
Score: -1993751.750000 Penalty: 4854.830566
	Iteration 2F: 3 clusters Score -1993752 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -1994428.625000 Penalty: 4854.830566
	Iteration 3F: 3 clusters Score -1994429 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -1995108.625000 Penalty: 4854.830566
	Iteration 4F: 3 clusters Score -1995109 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -1995756.125000 Penalty: 4854.830566
	Iteration 5F: 3 clusters Score -1995756 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5392 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -1996421.750000 Penalty: 4854.830566
	Iteration 6F: 3 clusters Score -1996422 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 13162 members 
Entering Unmasked Estep 
Score: -1997072.250000 Penalty: 4854.830566
	Iteration 7F: 3 clusters Score -1997072 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -1997569.625000 Penalty: 4854.830566
	Iteration 8Q: 3 clusters Score -1997570 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -1997955.250000 Penalty: 4854.830566
	Iteration 9Q: 3 clusters Score -1997955 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -1998284.125000 Penalty: 4854.830566
	Iteration 10Q: 3 clusters Score -1998284 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -1998560.250000 Penalty: 4854.830566
	Iteration 11Q: 3 clusters Score -1998560 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 15334 members 
Entering Unmasked Estep 
Score: -1998759.125000 Penalty: 4854.830566
	Iteration 12Q: 3 clusters Score -1998759 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 15554 members 
Entering Unmasked Estep 
Score: -1998910.250000 Penalty: 4854.830566
	Iteration 13Q: 3 clusters Score -1998910 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -1999024.000000 Penalty: 4854.830566
	Iteration 14Q: 3 clusters Score -1999024 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 15850 members 
Entering Unmasked Estep 
Score: -1999091.625000 Penalty: 4854.830566
	Iteration 15Q: 3 clusters Score -1999092 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -1999146.500000 Penalty: 4854.830566
	Iteration 16Q: 3 clusters Score -1999146 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 16041 members 
Entering Unmasked Estep 
Score: -1999199.625000 Penalty: 4854.830566
	Iteration 17Q: 3 clusters Score -1999200 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -1999237.625000 Penalty: 4854.830566
	Iteration 18Q: 3 clusters Score -1999238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -1999281.875000 Penalty: 4854.830566
	Iteration 19Q: 3 clusters Score -1999282 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -1999309.625000 Penalty: 4854.830566
	Iteration 20F: 3 clusters Score -1999310 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 16303 members 
Entering Unmasked Estep 
Score: -1999329.625000 Penalty: 4854.830566
	Iteration 21Q: 3 clusters Score -1999330 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 16335 members 
Entering Unmasked Estep 
Score: -1999343.375000 Penalty: 4854.830566
	Iteration 22Q: 3 clusters Score -1999343 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 16360 members 
Entering Unmasked Estep 
Score: -1999356.125000 Penalty: 4854.830566
	Iteration 23Q: 3 clusters Score -1999356 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -1999365.875000 Penalty: 4854.830566
	Iteration 24Q: 3 clusters Score -1999366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 16402 members 
Entering Unmasked Estep 
Score: -1999374.625000 Penalty: 4854.830566
	Iteration 25Q: 3 clusters Score -1999375 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -1999377.250000 Penalty: 4854.830566
	Iteration 26Q: 3 clusters Score -1999377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -1999378.125000 Penalty: 4854.830566
	Iteration 27Q: 3 clusters Score -1999378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 16433 members 
Entering Unmasked Estep 
Score: -1999383.250000 Penalty: 4854.830566
	Iteration 28Q: 3 clusters Score -1999383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 16441 members 
Entering Unmasked Estep 
Score: -1999382.875000 Penalty: 4854.830566
	Iteration 29Q: 3 clusters Score -1999383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -1999386.375000 Penalty: 4854.830566
	Iteration 30Q: 3 clusters Score -1999386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
Score: -1999391.125000 Penalty: 4854.830566
	Iteration 31Q: 3 clusters Score -1999391 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1999392.625000 Penalty: 4854.830566
	Iteration 32Q: 3 clusters Score -1999393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -1999393.500000 Penalty: 4854.830566
	Iteration 33Q: 3 clusters Score -1999394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -1999393.000000 Penalty: 4854.830566
	Iteration 34Q: 3 clusters Score -1999393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -1999399.000000 Penalty: 4854.830566
	Iteration 35Q: 3 clusters Score -1999399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 16494 members 
Entering Unmasked Estep 
Score: -1999400.500000 Penalty: 4854.830566
	Iteration 36Q: 3 clusters Score -1999400 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 16503 members 
Entering Unmasked Estep 
Score: -1999401.875000 Penalty: 4854.830566
	Iteration 37Q: 3 clusters Score -1999402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -1999406.125000 Penalty: 4854.830566
	Iteration 38Q: 3 clusters Score -1999406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 16516 members 
Entering Unmasked Estep 
Score: -1999407.375000 Penalty: 4854.830566
	Iteration 39Q: 3 clusters Score -1999407 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -1999410.375000 Penalty: 4854.830566
	Iteration 40F: 3 clusters Score -1999410 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 16532 members 
Entering Unmasked Estep 
Score: -1999412.000000 Penalty: 4854.830566
	Iteration 41Q: 3 clusters Score -1999412 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -1999414.125000 Penalty: 4854.830566
	Iteration 42Q: 3 clusters Score -1999414 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -1999412.750000 Penalty: 4854.830566
	Iteration 43Q: 3 clusters Score -1999413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 16558 members 
Entering Unmasked Estep 
Score: -1999417.750000 Penalty: 4854.830566
	Iteration 44Q: 3 clusters Score -1999418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -1999419.750000 Penalty: 4854.830566
	Iteration 45Q: 3 clusters Score -1999420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 16584 members 
Entering Unmasked Estep 
Score: -1999429.000000 Penalty: 4854.830566
	Iteration 46Q: 3 clusters Score -1999429 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1999431.250000 Penalty: 4854.830566
	Iteration 47Q: 3 clusters Score -1999431 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -1999437.500000 Penalty: 4854.830566
	Iteration 48Q: 3 clusters Score -1999438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1999441.000000 Penalty: 4854.830566
	Iteration 49Q: 3 clusters Score -1999441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -1999443.375000 Penalty: 4854.830566
	Iteration 50Q: 3 clusters Score -1999443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 16619 members 
Entering Unmasked Estep 
Score: -1999443.250000 Penalty: 4854.830566
	Iteration 51Q: 3 clusters Score -1999443 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1999443.500000 Penalty: 4854.830566
	Iteration 52Q: 3 clusters Score -1999444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -1999445.375000 Penalty: 4854.830566
	Iteration 53Q: 3 clusters Score -1999445 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -1999451.875000 Penalty: 4854.830566
	Iteration 54Q: 3 clusters Score -1999452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1999457.375000 Penalty: 4854.830566
	Iteration 55Q: 3 clusters Score -1999457 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16651 members 
Entering Unmasked Estep 
Score: -1999453.875000 Penalty: 4854.830566
	Iteration 56Q: 3 clusters Score -1999454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -1999455.375000 Penalty: 4854.830566
	Iteration 57Q: 3 clusters Score -1999455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -1999456.375000 Penalty: 4854.830566
	Iteration 58Q: 3 clusters Score -1999456 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -1999459.000000 Penalty: 4854.830566
	Iteration 59Q: 3 clusters Score -1999459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16664 members 
Entering Unmasked Estep 
Score: -1999461.625000 Penalty: 4854.830566
	Iteration 60F: 3 clusters Score -1999462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (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: -221582.734375 Penalty: 1887.736938
	Iteration 0F: 2 clusters Score -221582.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -218959.328125 Penalty: 3775.473877
	Iteration 0F: 3 clusters Score -218959.3 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -219480.875000 Penalty: 3775.473877
	Iteration 1F: 3 clusters Score -219480.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -219584.406250 Penalty: 3775.473877
	Iteration 2F: 3 clusters Score -219584.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -219626.187500 Penalty: 3775.473877
	Iteration 3Q: 3 clusters Score -219626.2 nChanged 41
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: -219653.640625 Penalty: 3775.473877
	Iteration 4Q: 3 clusters Score -219653.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -219669.343750 Penalty: 3775.473877
	Iteration 5Q: 3 clusters Score -219669.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -219682.250000 Penalty: 3775.473877
	Iteration 6Q: 3 clusters Score -219682.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -219694.671875 Penalty: 3775.473877
	Iteration 7Q: 3 clusters Score -219694.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -219707.015625 Penalty: 3775.473877
	Iteration 8Q: 3 clusters Score -219707 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -219714.968750 Penalty: 3775.473877
	Iteration 9Q: 3 clusters Score -219715 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -219717.593750 Penalty: 3775.473877
	Iteration 10Q: 3 clusters Score -219717.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -219721.515625 Penalty: 3775.473877
	Iteration 11Q: 3 clusters Score -219721.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -219727.046875 Penalty: 3775.473877
	Iteration 12Q: 3 clusters Score -219727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219732.562500 Penalty: 3775.473877
	Iteration 13Q: 3 clusters Score -219732.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -219737.281250 Penalty: 3775.473877
	Iteration 14Q: 3 clusters Score -219737.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -219741.750000 Penalty: 3775.473877
	Iteration 15Q: 3 clusters Score -219741.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -219744.234375 Penalty: 3775.473877
	Iteration 16Q: 3 clusters Score -219744.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -219748.140625 Penalty: 3775.473877
	Iteration 17Q: 3 clusters Score -219748.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -219755.640625 Penalty: 3775.473877
	Iteration 18Q: 3 clusters Score -219755.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -219758.593750 Penalty: 3775.473877
	Iteration 19Q: 3 clusters Score -219758.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -219759.765625 Penalty: 3775.473877
	Iteration 20F: 3 clusters Score -219759.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -219760.265625 Penalty: 3775.473877
	Iteration 21Q: 3 clusters Score -219760.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -219761.171875 Penalty: 3775.473877
	Iteration 22Q: 3 clusters Score -219761.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -219761.171875 Penalty: 3775.473877
	Iteration 23F: 3 clusters Score -219761.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (3981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Entering Unmasked Estep 
Score: -472077.062500 Penalty: 2055.743652
	Iteration 0F: 2 clusters Score -472077.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -468177.531250 Penalty: 4111.487305
	Iteration 0F: 3 clusters Score -468177.5 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -468993.000000 Penalty: 4111.487305
	Iteration 1F: 3 clusters Score -468993 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -469168.468750 Penalty: 4111.487305
	Iteration 2F: 3 clusters Score -469168.5 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -469267.593750 Penalty: 4111.487305
	Iteration 3Q: 3 clusters Score -469267.6 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -469323.906250 Penalty: 4111.487305
	Iteration 4Q: 3 clusters Score -469323.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -469371.437500 Penalty: 4111.487305
	Iteration 5Q: 3 clusters Score -469371.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -469405.093750 Penalty: 4111.487305
	Iteration 6Q: 3 clusters Score -469405.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -469433.093750 Penalty: 4111.487305
	Iteration 7Q: 3 clusters Score -469433.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -469453.875000 Penalty: 4111.487305
	Iteration 8Q: 3 clusters Score -469453.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -469468.375000 Penalty: 4111.487305
	Iteration 9Q: 3 clusters Score -469468.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -469478.593750 Penalty: 4111.487305
	Iteration 10Q: 3 clusters Score -469478.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -469489.468750 Penalty: 4111.487305
	Iteration 11Q: 3 clusters Score -469489.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -469497.343750 Penalty: 4111.487305
	Iteration 12Q: 3 clusters Score -469497.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -469504.843750 Penalty: 4111.487305
	Iteration 13Q: 3 clusters Score -469504.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -469512.250000 Penalty: 4111.487305
	Iteration 14Q: 3 clusters Score -469512.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -469517.218750 Penalty: 4111.487305
	Iteration 15Q: 3 clusters Score -469517.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -469518.875000 Penalty: 4111.487305
	Iteration 16Q: 3 clusters Score -469518.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -469520.468750 Penalty: 4111.487305
	Iteration 17Q: 3 clusters Score -469520.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -469523.062500 Penalty: 4111.487305
	Iteration 18Q: 3 clusters Score -469523.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -469526.156250 Penalty: 4111.487305
	Iteration 19Q: 3 clusters Score -469526.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -469527.812500 Penalty: 4111.487305
	Iteration 20F: 3 clusters Score -469527.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -469529.937500 Penalty: 4111.487305
	Iteration 21Q: 3 clusters Score -469529.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -469534.812500 Penalty: 4111.487305
	Iteration 22Q: 3 clusters Score -469534.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -469538.031250 Penalty: 4111.487305
	Iteration 23Q: 3 clusters Score -469538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -469540.843750 Penalty: 4111.487305
	Iteration 24Q: 3 clusters Score -469540.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -469542.187500 Penalty: 4111.487305
	Iteration 25Q: 3 clusters Score -469542.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -469544.031250 Penalty: 4111.487305
	Iteration 26Q: 3 clusters Score -469544 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -469545.156250 Penalty: 4111.487305
	Iteration 27Q: 3 clusters Score -469545.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -469548.312500 Penalty: 4111.487305
	Iteration 28Q: 3 clusters Score -469548.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -469551.343750 Penalty: 4111.487305
	Iteration 29Q: 3 clusters Score -469551.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -469554.468750 Penalty: 4111.487305
	Iteration 30Q: 3 clusters Score -469554.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -469555.031250 Penalty: 4111.487305
	Iteration 31Q: 3 clusters Score -469555 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -469556.187500 Penalty: 4111.487305
	Iteration 32Q: 3 clusters Score -469556.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -469557.156250 Penalty: 4111.487305
	Iteration 33Q: 3 clusters Score -469557.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -469559.406250 Penalty: 4111.487305
	Iteration 34Q: 3 clusters Score -469559.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -469559.312500 Penalty: 4111.487305
	Iteration 35Q: 3 clusters Score -469559.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -469561.000000 Penalty: 4111.487305
	Iteration 36Q: 3 clusters Score -469561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -469562.687500 Penalty: 4111.487305
	Iteration 37Q: 3 clusters Score -469562.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -469564.500000 Penalty: 4111.487305
	Iteration 38Q: 3 clusters Score -469564.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -469567.781250 Penalty: 4111.487305
	Iteration 39Q: 3 clusters Score -469567.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -469569.406250 Penalty: 4111.487305
	Iteration 40F: 3 clusters Score -469569.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -469571.093750 Penalty: 4111.487305
	Iteration 41Q: 3 clusters Score -469571.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -469572.468750 Penalty: 4111.487305
	Iteration 42Q: 3 clusters Score -469572.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -469573.625000 Penalty: 4111.487305
	Iteration 43Q: 3 clusters Score -469573.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -469574.500000 Penalty: 4111.487305
	Iteration 44Q: 3 clusters Score -469574.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -469575.062500 Penalty: 4111.487305
	Iteration 45Q: 3 clusters Score -469575.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -469575.062500 Penalty: 4111.487305
	Iteration 46F: 3 clusters Score -469575.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Entering Unmasked Estep 
Score: -1301932.125000 Penalty: 2321.804932
	Iteration 0F: 2 clusters Score -1301932 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -1293227.000000 Penalty: 4643.609863
	Iteration 0F: 3 clusters Score -1293227 nChanged 4852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1295776.875000 Penalty: 4643.609863
	Iteration 1F: 3 clusters Score -1295777 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1296071.375000 Penalty: 4643.609863
	Iteration 2F: 3 clusters Score -1296071 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -1296322.500000 Penalty: 4643.609863
	Iteration 3Q: 3 clusters Score -1296322 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1296541.500000 Penalty: 4643.609863
	Iteration 4Q: 3 clusters Score -1296542 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1296712.875000 Penalty: 4643.609863
	Iteration 5Q: 3 clusters Score -1296713 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1296887.000000 Penalty: 4643.609863
	Iteration 6Q: 3 clusters Score -1296887 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1297085.750000 Penalty: 4643.609863
	Iteration 7Q: 3 clusters Score -1297086 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7457 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -1297335.625000 Penalty: 4643.609863
	Iteration 8Q: 3 clusters Score -1297336 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7761 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1297635.500000 Penalty: 4643.609863
	Iteration 9Q: 3 clusters Score -1297636 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -1297980.250000 Penalty: 4643.609863
	Iteration 10Q: 3 clusters Score -1297980 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8363 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -1298306.375000 Penalty: 4643.609863
	Iteration 11Q: 3 clusters Score -1298306 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1298636.875000 Penalty: 4643.609863
	Iteration 12Q: 3 clusters Score -1298637 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -1298912.875000 Penalty: 4643.609863
	Iteration 13Q: 3 clusters Score -1298913 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1299126.875000 Penalty: 4643.609863
	Iteration 14Q: 3 clusters Score -1299127 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1299278.000000 Penalty: 4643.609863
	Iteration 15Q: 3 clusters Score -1299278 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1299427.750000 Penalty: 4643.609863
	Iteration 16Q: 3 clusters Score -1299428 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9564 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1299546.375000 Penalty: 4643.609863
	Iteration 17Q: 3 clusters Score -1299546 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1299640.125000 Penalty: 4643.609863
	Iteration 18Q: 3 clusters Score -1299640 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1299722.125000 Penalty: 4643.609863
	Iteration 19Q: 3 clusters Score -1299722 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9887 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1299782.625000 Penalty: 4643.609863
	Iteration 20F: 3 clusters Score -1299783 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9967 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1299839.125000 Penalty: 4643.609863
	Iteration 21Q: 3 clusters Score -1299839 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -1299887.625000 Penalty: 4643.609863
	Iteration 22Q: 3 clusters Score -1299888 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1299926.875000 Penalty: 4643.609863
	Iteration 23Q: 3 clusters Score -1299927 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1299955.500000 Penalty: 4643.609863
	Iteration 24Q: 3 clusters Score -1299956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1299975.250000 Penalty: 4643.609863
	Iteration 25Q: 3 clusters Score -1299975 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10202 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1299991.750000 Penalty: 4643.609863
	Iteration 26Q: 3 clusters Score -1299992 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1300009.250000 Penalty: 4643.609863
	Iteration 27Q: 3 clusters Score -1300009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -1300018.500000 Penalty: 4643.609863
	Iteration 28Q: 3 clusters Score -1300018 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1300023.375000 Penalty: 4643.609863
	Iteration 29Q: 3 clusters Score -1300023 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10283 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1300035.375000 Penalty: 4643.609863
	Iteration 30Q: 3 clusters Score -1300035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -1300041.500000 Penalty: 4643.609863
	Iteration 31Q: 3 clusters Score -1300042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1300039.750000 Penalty: 4643.609863
	Iteration 32Q: 3 clusters Score -1300040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10305 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1300041.125000 Penalty: 4643.609863
	Iteration 33Q: 3 clusters Score -1300041 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1300041.250000 Penalty: 4643.609863
	Iteration 34Q: 3 clusters Score -1300041 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1300045.250000 Penalty: 4643.609863
	Iteration 35Q: 3 clusters Score -1300045 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1300047.250000 Penalty: 4643.609863
	Iteration 36Q: 3 clusters Score -1300047 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1300050.875000 Penalty: 4643.609863
	Iteration 37Q: 3 clusters Score -1300051 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10345 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -1300050.875000 Penalty: 4643.609863
	Iteration 38Q: 3 clusters Score -1300051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1300057.125000 Penalty: 4643.609863
	Iteration 39Q: 3 clusters Score -1300057 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10363 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1300060.000000 Penalty: 4643.609863
	Iteration 40F: 3 clusters Score -1300060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10373 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1300063.000000 Penalty: 4643.609863
	Iteration 41Q: 3 clusters Score -1300063 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1300066.750000 Penalty: 4643.609863
	Iteration 42Q: 3 clusters Score -1300067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1300073.500000 Penalty: 4643.609863
	Iteration 43Q: 3 clusters Score -1300074 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1300077.375000 Penalty: 4643.609863
	Iteration 44Q: 3 clusters Score -1300077 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1300079.000000 Penalty: 4643.609863
	Iteration 45Q: 3 clusters Score -1300079 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -1300083.625000 Penalty: 4643.609863
	Iteration 46Q: 3 clusters Score -1300084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1300085.625000 Penalty: 4643.609863
	Iteration 47Q: 3 clusters Score -1300086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1300084.625000 Penalty: 4643.609863
	Iteration 48Q: 3 clusters Score -1300085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1300085.875000 Penalty: 4643.609863
	Iteration 49Q: 3 clusters Score -1300086 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1300085.875000 Penalty: 4643.609863
	Iteration 50F: 3 clusters Score -1300086 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (201692 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201692 members 
Entering Unmasked Estep 
Score: -23855090.000000 Penalty: 3029.195068
	Iteration 0F: 2 clusters Score -2.385509e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101162 members 
Mstep: Class 2 contains 100530 members 
Entering Unmasked Estep 
Score: -23724518.000000 Penalty: 6058.390137
	Iteration 0F: 3 clusters Score -2.372452e+07 nChanged 97046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108492 members 
Mstep: Class 2 contains 93200 members 
Entering Unmasked Estep 
Score: -23783708.000000 Penalty: 6058.390137
	Iteration 1F: 3 clusters Score -2.378371e+07 nChanged 8015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112923 members 
Mstep: Class 2 contains 88769 members 
Entering Unmasked Estep 
Score: -23786440.000000 Penalty: 6058.390137
	Iteration 2Q: 3 clusters Score -2.378644e+07 nChanged 9348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119381 members 
Mstep: Class 2 contains 82311 members 
Entering Unmasked Estep 
Score: -23790366.000000 Penalty: 6058.390137
	Iteration 3Q: 3 clusters Score -2.379037e+07 nChanged 11151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128260 members 
Mstep: Class 2 contains 73432 members 
Entering Unmasked Estep 
Score: -23796464.000000 Penalty: 6058.390137
	Iteration 4F: 3 clusters Score -2.379646e+07 nChanged 12885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139573 members 
Mstep: Class 2 contains 62119 members 
Entering Unmasked Estep 
Score: -23805438.000000 Penalty: 6058.390137
	Iteration 5F: 3 clusters Score -2.380544e+07 nChanged 14082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152743 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -23816572.000000 Penalty: 6058.390137
	Iteration 6F: 3 clusters Score -2.381657e+07 nChanged 14097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166446 members 
Mstep: Class 2 contains 35246 members 
Entering Unmasked Estep 
Score: -23828016.000000 Penalty: 6058.390137
	Iteration 7F: 3 clusters Score -2.382802e+07 nChanged 12467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178749 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -23837536.000000 Penalty: 6058.390137
	Iteration 8F: 3 clusters Score -2.383754e+07 nChanged 9212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187895 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -23844156.000000 Penalty: 6058.390137
	Iteration 9Q: 3 clusters Score -2.384416e+07 nChanged 5794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193667 members 
Mstep: Class 2 contains 8025 members 
Entering Unmasked Estep 
Score: -23848034.000000 Penalty: 6058.390137
	Iteration 10Q: 3 clusters Score -2.384803e+07 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196997 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -23850094.000000 Penalty: 6058.390137
	Iteration 11Q: 3 clusters Score -2.385009e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198767 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -23851236.000000 Penalty: 6058.390137
	Iteration 12Q: 3 clusters Score -2.385124e+07 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199716 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -23851830.000000 Penalty: 6058.390137
	Iteration 13Q: 3 clusters Score -2.385183e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200220 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -23852082.000000 Penalty: 6058.390137
	Iteration 14Q: 3 clusters Score -2.385208e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200484 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -23852274.000000 Penalty: 6058.390137
	Iteration 15Q: 3 clusters Score -2.385227e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200640 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -23852382.000000 Penalty: 6058.390137
	Iteration 16Q: 3 clusters Score -2.385238e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200732 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -23852432.000000 Penalty: 6058.390137
	Iteration 17Q: 3 clusters Score -2.385243e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200785 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -23852478.000000 Penalty: 6058.390137
	Iteration 18Q: 3 clusters Score -2.385248e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200821 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -23852510.000000 Penalty: 6058.390137
	Iteration 19Q: 3 clusters Score -2.385251e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200838 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -23852546.000000 Penalty: 6058.390137
	Iteration 20F: 3 clusters Score -2.385255e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200857 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -23852572.000000 Penalty: 6058.390137
	Iteration 21Q: 3 clusters Score -2.385257e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200869 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -23852598.000000 Penalty: 6058.390137
	Iteration 22Q: 3 clusters Score -2.38526e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200886 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -23852602.000000 Penalty: 6058.390137
	Iteration 23Q: 3 clusters Score -2.38526e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200897 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -23852642.000000 Penalty: 6058.390137
	Iteration 24Q: 3 clusters Score -2.385264e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200904 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -23852622.000000 Penalty: 6058.390137
	Iteration 25Q: 3 clusters Score -2.385262e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200909 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -23852624.000000 Penalty: 6058.390137
	Iteration 26Q: 3 clusters Score -2.385262e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200915 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -23852644.000000 Penalty: 6058.390137
	Iteration 27Q: 3 clusters Score -2.385264e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200917 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -23852650.000000 Penalty: 6058.390137
	Iteration 28Q: 3 clusters Score -2.385265e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200921 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -23852644.000000 Penalty: 6058.390137
	Iteration 29Q: 3 clusters Score -2.385264e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200924 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -23852648.000000 Penalty: 6058.390137
	Iteration 30Q: 3 clusters Score -2.385265e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200929 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -23852656.000000 Penalty: 6058.390137
	Iteration 31Q: 3 clusters Score -2.385266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200928 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -23852662.000000 Penalty: 6058.390137
	Iteration 32Q: 3 clusters Score -2.385266e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200927 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -23852668.000000 Penalty: 6058.390137
	Iteration 33Q: 3 clusters Score -2.385267e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200927 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -23852664.000000 Penalty: 6058.390137
	Iteration 34Q: 3 clusters Score -2.385266e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200928 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -23852660.000000 Penalty: 6058.390137
	Iteration 35Q: 3 clusters Score -2.385266e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200928 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -23852660.000000 Penalty: 6058.390137
	Iteration 36F: 3 clusters Score -2.385266e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (10618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Entering Unmasked Estep 
Score: -1056386.625000 Penalty: 2299.035889
	Iteration 0F: 2 clusters Score -1056387 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 5366 members 
Entering Unmasked Estep 
Score: -1048374.375000 Penalty: 4598.071777
	Iteration 0F: 3 clusters Score -1048374 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -1050927.750000 Penalty: 4598.071777
	Iteration 1F: 3 clusters Score -1050928 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1051418.250000 Penalty: 4598.071777
	Iteration 2F: 3 clusters Score -1051418 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1051838.875000 Penalty: 4598.071777
	Iteration 3F: 3 clusters Score -1051839 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -1052250.000000 Penalty: 4598.071777
	Iteration 4F: 3 clusters Score -1052250 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -1052649.625000 Penalty: 4598.071777
	Iteration 5F: 3 clusters Score -1052650 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 6989 members 
Entering Unmasked Estep 
Score: -1053058.875000 Penalty: 4598.071777
	Iteration 6F: 3 clusters Score -1053059 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -1053392.875000 Penalty: 4598.071777
	Iteration 7Q: 3 clusters Score -1053393 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -1053637.750000 Penalty: 4598.071777
	Iteration 8Q: 3 clusters Score -1053638 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 7649 members 
Entering Unmasked Estep 
Score: -1053821.250000 Penalty: 4598.071777
	Iteration 9Q: 3 clusters Score -1053821 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1053963.875000 Penalty: 4598.071777
	Iteration 10Q: 3 clusters Score -1053964 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 7929 members 
Entering Unmasked Estep 
Score: -1054063.250000 Penalty: 4598.071777
	Iteration 11Q: 3 clusters Score -1054063 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1054157.625000 Penalty: 4598.071777
	Iteration 12Q: 3 clusters Score -1054158 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -1054233.750000 Penalty: 4598.071777
	Iteration 13Q: 3 clusters Score -1054234 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -1054287.625000 Penalty: 4598.071777
	Iteration 14Q: 3 clusters Score -1054288 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1054351.000000 Penalty: 4598.071777
	Iteration 15Q: 3 clusters Score -1054351 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -1054410.250000 Penalty: 4598.071777
	Iteration 16Q: 3 clusters Score -1054410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -1054460.375000 Penalty: 4598.071777
	Iteration 17Q: 3 clusters Score -1054460 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -1054524.250000 Penalty: 4598.071777
	Iteration 18Q: 3 clusters Score -1054524 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -1054592.000000 Penalty: 4598.071777
	Iteration 19Q: 3 clusters Score -1054592 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1054652.625000 Penalty: 4598.071777
	Iteration 20F: 3 clusters Score -1054653 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -1054740.125000 Penalty: 4598.071777
	Iteration 21Q: 3 clusters Score -1054740 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1054833.750000 Penalty: 4598.071777
	Iteration 22Q: 3 clusters Score -1054834 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -1054895.375000 Penalty: 4598.071777
	Iteration 23Q: 3 clusters Score -1054895 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -1054928.250000 Penalty: 4598.071777
	Iteration 24Q: 3 clusters Score -1054928 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1054947.250000 Penalty: 4598.071777
	Iteration 25Q: 3 clusters Score -1054947 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -1054957.500000 Penalty: 4598.071777
	Iteration 26Q: 3 clusters Score -1054958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 8875 members 
Entering Unmasked Estep 
Score: -1054964.250000 Penalty: 4598.071777
	Iteration 27Q: 3 clusters Score -1054964 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1054967.625000 Penalty: 4598.071777
	Iteration 28Q: 3 clusters Score -1054968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -1054971.875000 Penalty: 4598.071777
	Iteration 29Q: 3 clusters Score -1054972 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -1054974.250000 Penalty: 4598.071777
	Iteration 30Q: 3 clusters Score -1054974 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -1054977.750000 Penalty: 4598.071777
	Iteration 31Q: 3 clusters Score -1054978 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1054978.125000 Penalty: 4598.071777
	Iteration 32Q: 3 clusters Score -1054978 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1054981.750000 Penalty: 4598.071777
	Iteration 33Q: 3 clusters Score -1054982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -1054980.625000 Penalty: 4598.071777
	Iteration 34Q: 3 clusters Score -1054981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1054982.125000 Penalty: 4598.071777
	Iteration 35Q: 3 clusters Score -1054982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -1054981.750000 Penalty: 4598.071777
	Iteration 36Q: 3 clusters Score -1054982 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -1054982.875000 Penalty: 4598.071777
	Iteration 37Q: 3 clusters Score -1054983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1054982.375000 Penalty: 4598.071777
	Iteration 38Q: 3 clusters Score -1054982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1054982.375000 Penalty: 4598.071777
	Iteration 39F: 3 clusters Score -1054982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Entering Unmasked Estep 
Score: -419143.031250 Penalty: 2037.388672
	Iteration 0F: 2 clusters Score -419143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -415414.125000 Penalty: 4074.777344
	Iteration 0F: 3 clusters Score -415414.1 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -416191.000000 Penalty: 4074.777344
	Iteration 1F: 3 clusters Score -416191 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -416388.343750 Penalty: 4074.777344
	Iteration 2F: 3 clusters Score -416388.3 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -416499.937500 Penalty: 4074.777344
	Iteration 3F: 3 clusters Score -416499.9 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -416571.093750 Penalty: 4074.777344
	Iteration 4Q: 3 clusters Score -416571.1 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -416627.062500 Penalty: 4074.777344
	Iteration 5Q: 3 clusters Score -416627.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -416667.250000 Penalty: 4074.777344
	Iteration 6Q: 3 clusters Score -416667.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -416693.531250 Penalty: 4074.777344
	Iteration 7Q: 3 clusters Score -416693.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -416710.937500 Penalty: 4074.777344
	Iteration 8Q: 3 clusters Score -416710.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -416725.812500 Penalty: 4074.777344
	Iteration 9Q: 3 clusters Score -416725.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -416741.812500 Penalty: 4074.777344
	Iteration 10Q: 3 clusters Score -416741.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -416757.343750 Penalty: 4074.777344
	Iteration 11Q: 3 clusters Score -416757.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -416775.125000 Penalty: 4074.777344
	Iteration 12Q: 3 clusters Score -416775.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -416792.531250 Penalty: 4074.777344
	Iteration 13Q: 3 clusters Score -416792.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -416803.843750 Penalty: 4074.777344
	Iteration 14Q: 3 clusters Score -416803.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -416816.562500 Penalty: 4074.777344
	Iteration 15Q: 3 clusters Score -416816.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -416830.781250 Penalty: 4074.777344
	Iteration 16Q: 3 clusters Score -416830.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -416841.031250 Penalty: 4074.777344
	Iteration 17Q: 3 clusters Score -416841 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -416847.500000 Penalty: 4074.777344
	Iteration 18Q: 3 clusters Score -416847.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -416853.250000 Penalty: 4074.777344
	Iteration 19Q: 3 clusters Score -416853.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -416857.968750 Penalty: 4074.777344
	Iteration 20F: 3 clusters Score -416858 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -416860.750000 Penalty: 4074.777344
	Iteration 21Q: 3 clusters Score -416860.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -416866.312500 Penalty: 4074.777344
	Iteration 22Q: 3 clusters Score -416866.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -416871.156250 Penalty: 4074.777344
	Iteration 23Q: 3 clusters Score -416871.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -416874.500000 Penalty: 4074.777344
	Iteration 24Q: 3 clusters Score -416874.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -416880.125000 Penalty: 4074.777344
	Iteration 25Q: 3 clusters Score -416880.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -416884.468750 Penalty: 4074.777344
	Iteration 26Q: 3 clusters Score -416884.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -416891.625000 Penalty: 4074.777344
	Iteration 27Q: 3 clusters Score -416891.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -416897.875000 Penalty: 4074.777344
	Iteration 28Q: 3 clusters Score -416897.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -416905.500000 Penalty: 4074.777344
	Iteration 29Q: 3 clusters Score -416905.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -416911.343750 Penalty: 4074.777344
	Iteration 30Q: 3 clusters Score -416911.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -416913.812500 Penalty: 4074.777344
	Iteration 31Q: 3 clusters Score -416913.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -416915.843750 Penalty: 4074.777344
	Iteration 32Q: 3 clusters Score -416915.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -416917.781250 Penalty: 4074.777344
	Iteration 33Q: 3 clusters Score -416917.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -416921.125000 Penalty: 4074.777344
	Iteration 34Q: 3 clusters Score -416921.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -416922.687500 Penalty: 4074.777344
	Iteration 35Q: 3 clusters Score -416922.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -416925.656250 Penalty: 4074.777344
	Iteration 36Q: 3 clusters Score -416925.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -416929.187500 Penalty: 4074.777344
	Iteration 37Q: 3 clusters Score -416929.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -416930.406250 Penalty: 4074.777344
	Iteration 38Q: 3 clusters Score -416930.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -416933.062500 Penalty: 4074.777344
	Iteration 39Q: 3 clusters Score -416933.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -416935.812500 Penalty: 4074.777344
	Iteration 40F: 3 clusters Score -416935.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -416939.312500 Penalty: 4074.777344
	Iteration 41Q: 3 clusters Score -416939.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -416947.312500 Penalty: 4074.777344
	Iteration 42Q: 3 clusters Score -416947.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -416954.750000 Penalty: 4074.777344
	Iteration 43Q: 3 clusters Score -416954.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -416958.625000 Penalty: 4074.777344
	Iteration 44Q: 3 clusters Score -416958.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -416964.687500 Penalty: 4074.777344
	Iteration 45Q: 3 clusters Score -416964.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -416970.500000 Penalty: 4074.777344
	Iteration 46Q: 3 clusters Score -416970.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -416975.656250 Penalty: 4074.777344
	Iteration 47Q: 3 clusters Score -416975.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -416979.500000 Penalty: 4074.777344
	Iteration 48Q: 3 clusters Score -416979.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -416985.156250 Penalty: 4074.777344
	Iteration 49Q: 3 clusters Score -416985.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -416989.687500 Penalty: 4074.777344
	Iteration 50Q: 3 clusters Score -416989.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -416994.562500 Penalty: 4074.777344
	Iteration 51Q: 3 clusters Score -416994.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -416999.562500 Penalty: 4074.777344
	Iteration 52Q: 3 clusters Score -416999.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -417003.593750 Penalty: 4074.777344
	Iteration 53Q: 3 clusters Score -417003.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2495 members 
Entering Unmasked Estep 
Score: -417008.281250 Penalty: 4074.777344
	Iteration 54Q: 3 clusters Score -417008.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -417010.750000 Penalty: 4074.777344
	Iteration 55Q: 3 clusters Score -417010.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -417014.187500 Penalty: 4074.777344
	Iteration 56Q: 3 clusters Score -417014.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -417017.500000 Penalty: 4074.777344
	Iteration 57Q: 3 clusters Score -417017.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -417020.593750 Penalty: 4074.777344
	Iteration 58Q: 3 clusters Score -417020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -417023.562500 Penalty: 4074.777344
	Iteration 59Q: 3 clusters Score -417023.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -417029.312500 Penalty: 4074.777344
	Iteration 60F: 3 clusters Score -417029.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -417037.843750 Penalty: 4074.777344
	Iteration 61Q: 3 clusters Score -417037.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -417042.531250 Penalty: 4074.777344
	Iteration 62Q: 3 clusters Score -417042.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -417045.406250 Penalty: 4074.777344
	Iteration 63Q: 3 clusters Score -417045.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -417051.062500 Penalty: 4074.777344
	Iteration 64Q: 3 clusters Score -417051.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -417053.500000 Penalty: 4074.777344
	Iteration 65Q: 3 clusters Score -417053.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -417054.875000 Penalty: 4074.777344
	Iteration 66Q: 3 clusters Score -417054.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -417057.093750 Penalty: 4074.777344
	Iteration 67Q: 3 clusters Score -417057.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -417061.343750 Penalty: 4074.777344
	Iteration 68Q: 3 clusters Score -417061.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -417065.687500 Penalty: 4074.777344
	Iteration 69Q: 3 clusters Score -417065.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -417068.562500 Penalty: 4074.777344
	Iteration 70Q: 3 clusters Score -417068.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -417071.437500 Penalty: 4074.777344
	Iteration 71Q: 3 clusters Score -417071.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -417073.187500 Penalty: 4074.777344
	Iteration 72Q: 3 clusters Score -417073.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -417073.781250 Penalty: 4074.777344
	Iteration 73Q: 3 clusters Score -417073.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -417073.781250 Penalty: 4074.777344
	Iteration 74F: 3 clusters Score -417073.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Entering Unmasked Estep 
Score: -227543.937500 Penalty: 1901.687256
	Iteration 0F: 2 clusters Score -227543.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -224846.296875 Penalty: 3803.374512
	Iteration 0F: 3 clusters Score -224846.3 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -225386.359375 Penalty: 3803.374512
	Iteration 1F: 3 clusters Score -225386.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -225566.359375 Penalty: 3803.374512
	Iteration 2F: 3 clusters Score -225566.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -225728.328125 Penalty: 3803.374512
	Iteration 3F: 3 clusters Score -225728.3 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -225918.187500 Penalty: 3803.374512
	Iteration 4F: 3 clusters Score -225918.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -226233.531250 Penalty: 3803.374512
	Iteration 5F: 3 clusters Score -226233.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -226719.296875 Penalty: 3803.374512
	Iteration 6F: 3 clusters Score -226719.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -227267.328125 Penalty: 3803.374512
	Iteration 7F: 3 clusters Score -227267.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -227816.640625 Penalty: 3803.374512
	Iteration 8F: 3 clusters Score -227816.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -228038.812500 Penalty: 3803.374512
	Iteration 9Q: 3 clusters Score -228038.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -228116.156250 Penalty: 3803.374512
	Iteration 10Q: 3 clusters Score -228116.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -228162.578125 Penalty: 3803.374512
	Iteration 11Q: 3 clusters Score -228162.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -228173.953125 Penalty: 3803.374512
	Iteration 12Q: 3 clusters Score -228174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -228177.281250 Penalty: 3803.374512
	Iteration 13Q: 3 clusters Score -228177.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -228177.562500 Penalty: 3803.374512
	Iteration 14Q: 3 clusters Score -228177.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -228178.984375 Penalty: 3803.374512
	Iteration 15Q: 3 clusters Score -228179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -228178.984375 Penalty: 3803.374512
	Iteration 16F: 3 clusters Score -228179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 93331 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 26235 members 
Mstep: Class 5 contains 120556 members 
Mstep: Class 6 contains 298405 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 22375 members 
Mstep: Class 9 contains 17818 members 
Mstep: Class 10 contains 2022 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 11639 members 
Mstep: Class 13 contains 201692 members 
Mstep: Class 14 contains 10618 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 8929 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 18742 members 
Mstep: Class 20 contains 11105 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 63749 members 
Mstep: Class 24 contains 18929 members 
Mstep: Class 25 contains 11074 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 259933 members 
Mstep: Class 29 contains 165993 members 
Mstep: Class 30 contains 962 members 
Entering Unmasked Estep 
Score: -161453984.000000 Penalty: 105389.281250
Splitting cluster 16 changes total score from -161456000.000000 to -161453984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (8929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Entering Unmasked Estep 
Score: -1068473.250000 Penalty: 2256.070801
	Iteration 0F: 2 clusters Score -1068473 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -1061440.250000 Penalty: 4512.141602
	Iteration 0F: 3 clusters Score -1061440 nChanged 3731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -1063339.125000 Penalty: 4512.141602
	Iteration 1F: 3 clusters Score -1063339 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -1063618.750000 Penalty: 4512.141602
	Iteration 2F: 3 clusters Score -1063619 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1063827.375000 Penalty: 4512.141602
	Iteration 3F: 3 clusters Score -1063827 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4244 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1064003.875000 Penalty: 4512.141602
	Iteration 4Q: 3 clusters Score -1064004 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1064160.375000 Penalty: 4512.141602
	Iteration 5Q: 3 clusters Score -1064160 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -1064308.750000 Penalty: 4512.141602
	Iteration 6Q: 3 clusters Score -1064309 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1064452.500000 Penalty: 4512.141602
	Iteration 7Q: 3 clusters Score -1064452 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1064585.875000 Penalty: 4512.141602
	Iteration 8Q: 3 clusters Score -1064586 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1064704.625000 Penalty: 4512.141602
	Iteration 9Q: 3 clusters Score -1064705 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1064830.500000 Penalty: 4512.141602
	Iteration 10Q: 3 clusters Score -1064830 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1064954.375000 Penalty: 4512.141602
	Iteration 11Q: 3 clusters Score -1064954 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1065095.750000 Penalty: 4512.141602
	Iteration 12Q: 3 clusters Score -1065096 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 5656 members 
Entering Unmasked Estep 
Score: -1065229.250000 Penalty: 4512.141602
	Iteration 13Q: 3 clusters Score -1065229 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -1065381.125000 Penalty: 4512.141602
	Iteration 14Q: 3 clusters Score -1065381 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 6009 members 
Entering Unmasked Estep 
Score: -1065565.750000 Penalty: 4512.141602
	Iteration 15Q: 3 clusters Score -1065566 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1065755.250000 Penalty: 4512.141602
	Iteration 16Q: 3 clusters Score -1065755 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -1065893.250000 Penalty: 4512.141602
	Iteration 17Q: 3 clusters Score -1065893 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1065988.375000 Penalty: 4512.141602
	Iteration 18Q: 3 clusters Score -1065988 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -1066070.000000 Penalty: 4512.141602
	Iteration 19Q: 3 clusters Score -1066070 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -1066120.750000 Penalty: 4512.141602
	Iteration 20F: 3 clusters Score -1066121 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1066171.875000 Penalty: 4512.141602
	Iteration 21Q: 3 clusters Score -1066172 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1066216.125000 Penalty: 4512.141602
	Iteration 22Q: 3 clusters Score -1066216 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1066242.000000 Penalty: 4512.141602
	Iteration 23Q: 3 clusters Score -1066242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1066257.000000 Penalty: 4512.141602
	Iteration 24Q: 3 clusters Score -1066257 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1066269.000000 Penalty: 4512.141602
	Iteration 25Q: 3 clusters Score -1066269 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1066279.000000 Penalty: 4512.141602
	Iteration 26Q: 3 clusters Score -1066279 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -1066288.250000 Penalty: 4512.141602
	Iteration 27Q: 3 clusters Score -1066288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -1066296.000000 Penalty: 4512.141602
	Iteration 28Q: 3 clusters Score -1066296 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -1066298.500000 Penalty: 4512.141602
	Iteration 29Q: 3 clusters Score -1066298 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1066310.375000 Penalty: 4512.141602
	Iteration 30Q: 3 clusters Score -1066310 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 7135 members 
Entering Unmasked Estep 
Score: -1066317.250000 Penalty: 4512.141602
	Iteration 31Q: 3 clusters Score -1066317 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 7152 members 
Entering Unmasked Estep 
Score: -1066321.250000 Penalty: 4512.141602
	Iteration 32Q: 3 clusters Score -1066321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -1066327.375000 Penalty: 4512.141602
	Iteration 33Q: 3 clusters Score -1066327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 7184 members 
Entering Unmasked Estep 
Score: -1066329.375000 Penalty: 4512.141602
	Iteration 34Q: 3 clusters Score -1066329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -1066332.125000 Penalty: 4512.141602
	Iteration 35Q: 3 clusters Score -1066332 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -1066338.500000 Penalty: 4512.141602
	Iteration 36Q: 3 clusters Score -1066338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 7214 members 
Entering Unmasked Estep 
Score: -1066339.250000 Penalty: 4512.141602
	Iteration 37Q: 3 clusters Score -1066339 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1066341.000000 Penalty: 4512.141602
	Iteration 38Q: 3 clusters Score -1066341 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -1066345.125000 Penalty: 4512.141602
	Iteration 39Q: 3 clusters Score -1066345 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -1066349.375000 Penalty: 4512.141602
	Iteration 40F: 3 clusters Score -1066349 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -1066350.125000 Penalty: 4512.141602
	Iteration 41Q: 3 clusters Score -1066350 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -1066353.875000 Penalty: 4512.141602
	Iteration 42Q: 3 clusters Score -1066354 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1066356.375000 Penalty: 4512.141602
	Iteration 43Q: 3 clusters Score -1066356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1066356.375000 Penalty: 4512.141602
	Iteration 44Q: 3 clusters Score -1066356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1066358.625000 Penalty: 4512.141602
	Iteration 45Q: 3 clusters Score -1066359 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1066359.875000 Penalty: 4512.141602
	Iteration 46Q: 3 clusters Score -1066360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1066360.375000 Penalty: 4512.141602
	Iteration 47Q: 3 clusters Score -1066360 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -1066360.625000 Penalty: 4512.141602
	Iteration 48Q: 3 clusters Score -1066361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -1066360.875000 Penalty: 4512.141602
	Iteration 49Q: 3 clusters Score -1066361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 7293 members 
Entering Unmasked Estep 
Score: -1066362.000000 Penalty: 4512.141602
	Iteration 50Q: 3 clusters Score -1066362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
Score: -1066361.000000 Penalty: 4512.141602
	Iteration 51Q: 3 clusters Score -1066361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1066362.000000 Penalty: 4512.141602
	Iteration 52Q: 3 clusters Score -1066362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -1066362.000000 Penalty: 4512.141602
	Iteration 53F: 3 clusters Score -1066362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Entering Unmasked Estep 
Score: -339740.656250 Penalty: 2059.330566
	Iteration 0F: 2 clusters Score -339740.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -335867.343750 Penalty: 4118.661133
	Iteration 0F: 3 clusters Score -335867.3 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -336833.718750 Penalty: 4118.661133
	Iteration 1F: 3 clusters Score -336833.7 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -337064.250000 Penalty: 4118.661133
	Iteration 2F: 3 clusters Score -337064.2 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -337217.531250 Penalty: 4118.661133
	Iteration 3F: 3 clusters Score -337217.5 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -337327.937500 Penalty: 4118.661133
	Iteration 4Q: 3 clusters Score -337327.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -337408.875000 Penalty: 4118.661133
	Iteration 5Q: 3 clusters Score -337408.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -337472.906250 Penalty: 4118.661133
	Iteration 6Q: 3 clusters Score -337472.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -337517.593750 Penalty: 4118.661133
	Iteration 7Q: 3 clusters Score -337517.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -337561.562500 Penalty: 4118.661133
	Iteration 8Q: 3 clusters Score -337561.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -337611.500000 Penalty: 4118.661133
	Iteration 9Q: 3 clusters Score -337611.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -337643.125000 Penalty: 4118.661133
	Iteration 10Q: 3 clusters Score -337643.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -337670.843750 Penalty: 4118.661133
	Iteration 11Q: 3 clusters Score -337670.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -337690.593750 Penalty: 4118.661133
	Iteration 12Q: 3 clusters Score -337690.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -337705.375000 Penalty: 4118.661133
	Iteration 13Q: 3 clusters Score -337705.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -337722.906250 Penalty: 4118.661133
	Iteration 14Q: 3 clusters Score -337722.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -337736.906250 Penalty: 4118.661133
	Iteration 15Q: 3 clusters Score -337736.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -337754.093750 Penalty: 4118.661133
	Iteration 16Q: 3 clusters Score -337754.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -337774.375000 Penalty: 4118.661133
	Iteration 17Q: 3 clusters Score -337774.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -337792.875000 Penalty: 4118.661133
	Iteration 18Q: 3 clusters Score -337792.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -337806.343750 Penalty: 4118.661133
	Iteration 19Q: 3 clusters Score -337806.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -337818.812500 Penalty: 4118.661133
	Iteration 20F: 3 clusters Score -337818.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -337825.593750 Penalty: 4118.661133
	Iteration 21Q: 3 clusters Score -337825.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -337830.343750 Penalty: 4118.661133
	Iteration 22Q: 3 clusters Score -337830.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -337834.812500 Penalty: 4118.661133
	Iteration 23Q: 3 clusters Score -337834.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -337840.500000 Penalty: 4118.661133
	Iteration 24Q: 3 clusters Score -337840.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -337846.531250 Penalty: 4118.661133
	Iteration 25Q: 3 clusters Score -337846.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -337851.906250 Penalty: 4118.661133
	Iteration 26Q: 3 clusters Score -337851.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -337856.687500 Penalty: 4118.661133
	Iteration 27Q: 3 clusters Score -337856.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -337863.218750 Penalty: 4118.661133
	Iteration 28Q: 3 clusters Score -337863.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -337887.968750 Penalty: 4118.661133
	Iteration 29Q: 3 clusters Score -337888 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -337906.718750 Penalty: 4118.661133
	Iteration 30Q: 3 clusters Score -337906.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -337920.312500 Penalty: 4118.661133
	Iteration 31Q: 3 clusters Score -337920.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -337934.843750 Penalty: 4118.661133
	Iteration 32Q: 3 clusters Score -337934.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -337946.281250 Penalty: 4118.661133
	Iteration 33Q: 3 clusters Score -337946.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -337956.843750 Penalty: 4118.661133
	Iteration 34Q: 3 clusters Score -337956.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -337965.156250 Penalty: 4118.661133
	Iteration 35Q: 3 clusters Score -337965.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -337973.781250 Penalty: 4118.661133
	Iteration 36Q: 3 clusters Score -337973.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -337985.125000 Penalty: 4118.661133
	Iteration 37Q: 3 clusters Score -337985.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -337993.906250 Penalty: 4118.661133
	Iteration 38Q: 3 clusters Score -337993.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -338003.375000 Penalty: 4118.661133
	Iteration 39Q: 3 clusters Score -338003.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -338016.218750 Penalty: 4118.661133
	Iteration 40F: 3 clusters Score -338016.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -338031.906250 Penalty: 4118.661133
	Iteration 41Q: 3 clusters Score -338031.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -338047.468750 Penalty: 4118.661133
	Iteration 42Q: 3 clusters Score -338047.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -338063.687500 Penalty: 4118.661133
	Iteration 43Q: 3 clusters Score -338063.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -338077.968750 Penalty: 4118.661133
	Iteration 44Q: 3 clusters Score -338078 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -338090.718750 Penalty: 4118.661133
	Iteration 45Q: 3 clusters Score -338090.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -338101.625000 Penalty: 4118.661133
	Iteration 46Q: 3 clusters Score -338101.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -338109.812500 Penalty: 4118.661133
	Iteration 47Q: 3 clusters Score -338109.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -338116.843750 Penalty: 4118.661133
	Iteration 48Q: 3 clusters Score -338116.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -338125.593750 Penalty: 4118.661133
	Iteration 49Q: 3 clusters Score -338125.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -338133.500000 Penalty: 4118.661133
	Iteration 50Q: 3 clusters Score -338133.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -338140.281250 Penalty: 4118.661133
	Iteration 51Q: 3 clusters Score -338140.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -338147.093750 Penalty: 4118.661133
	Iteration 52Q: 3 clusters Score -338147.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -338153.750000 Penalty: 4118.661133
	Iteration 53Q: 3 clusters Score -338153.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -338160.718750 Penalty: 4118.661133
	Iteration 54Q: 3 clusters Score -338160.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -338166.875000 Penalty: 4118.661133
	Iteration 55Q: 3 clusters Score -338166.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -338175.562500 Penalty: 4118.661133
	Iteration 56Q: 3 clusters Score -338175.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -338183.968750 Penalty: 4118.661133
	Iteration 57Q: 3 clusters Score -338184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -338190.281250 Penalty: 4118.661133
	Iteration 58Q: 3 clusters Score -338190.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -338197.062500 Penalty: 4118.661133
	Iteration 59Q: 3 clusters Score -338197.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -338206.625000 Penalty: 4118.661133
	Iteration 60F: 3 clusters Score -338206.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -338219.968750 Penalty: 4118.661133
	Iteration 61Q: 3 clusters Score -338220 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -338240.781250 Penalty: 4118.661133
	Iteration 62Q: 3 clusters Score -338240.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -338263.718750 Penalty: 4118.661133
	Iteration 63Q: 3 clusters Score -338263.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -338286.375000 Penalty: 4118.661133
	Iteration 64Q: 3 clusters Score -338286.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -338316.250000 Penalty: 4118.661133
	Iteration 65Q: 3 clusters Score -338316.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -338352.843750 Penalty: 4118.661133
	Iteration 66Q: 3 clusters Score -338352.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -338386.250000 Penalty: 4118.661133
	Iteration 67Q: 3 clusters Score -338386.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -338405.375000 Penalty: 4118.661133
	Iteration 68Q: 3 clusters Score -338405.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -338420.843750 Penalty: 4118.661133
	Iteration 69Q: 3 clusters Score -338420.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -338436.156250 Penalty: 4118.661133
	Iteration 70Q: 3 clusters Score -338436.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -338448.750000 Penalty: 4118.661133
	Iteration 71Q: 3 clusters Score -338448.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -338453.593750 Penalty: 4118.661133
	Iteration 72Q: 3 clusters Score -338453.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -338456.187500 Penalty: 4118.661133
	Iteration 73Q: 3 clusters Score -338456.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -338457.031250 Penalty: 4118.661133
	Iteration 74Q: 3 clusters Score -338457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -338458.656250 Penalty: 4118.661133
	Iteration 75Q: 3 clusters Score -338458.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -338459.781250 Penalty: 4118.661133
	Iteration 76Q: 3 clusters Score -338459.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -338461.031250 Penalty: 4118.661133
	Iteration 77Q: 3 clusters Score -338461 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -338463.531250 Penalty: 4118.661133
	Iteration 78Q: 3 clusters Score -338463.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -338464.031250 Penalty: 4118.661133
	Iteration 79Q: 3 clusters Score -338464 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -338465.593750 Penalty: 4118.661133
	Iteration 80F: 3 clusters Score -338465.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -338467.531250 Penalty: 4118.661133
	Iteration 81Q: 3 clusters Score -338467.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -338470.875000 Penalty: 4118.661133
	Iteration 82Q: 3 clusters Score -338470.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -338472.437500 Penalty: 4118.661133
	Iteration 83Q: 3 clusters Score -338472.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -338473.625000 Penalty: 4118.661133
	Iteration 84Q: 3 clusters Score -338473.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -338475.531250 Penalty: 4118.661133
	Iteration 85Q: 3 clusters Score -338475.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -338476.000000 Penalty: 4118.661133
	Iteration 86Q: 3 clusters Score -338476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -338476.875000 Penalty: 4118.661133
	Iteration 87Q: 3 clusters Score -338476.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -338476.875000 Penalty: 4118.661133
	Iteration 88F: 3 clusters Score -338476.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Entering Unmasked Estep 
Score: -2096959.875000 Penalty: 2439.953369
	Iteration 0F: 2 clusters Score -2096960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2083734.875000 Penalty: 4879.906738
	Iteration 0F: 3 clusters Score -2083735 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9235 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2088131.750000 Penalty: 4879.906738
	Iteration 1F: 3 clusters Score -2088132 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -2088543.625000 Penalty: 4879.906738
	Iteration 2F: 3 clusters Score -2088544 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -2088892.375000 Penalty: 4879.906738
	Iteration 3Q: 3 clusters Score -2088892 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -2089200.625000 Penalty: 4879.906738
	Iteration 4Q: 3 clusters Score -2089201 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -2089512.875000 Penalty: 4879.906738
	Iteration 5Q: 3 clusters Score -2089513 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -2089839.500000 Penalty: 4879.906738
	Iteration 6Q: 3 clusters Score -2089840 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2090227.625000 Penalty: 4879.906738
	Iteration 7Q: 3 clusters Score -2090228 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -2090665.625000 Penalty: 4879.906738
	Iteration 8Q: 3 clusters Score -2090666 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2091050.625000 Penalty: 4879.906738
	Iteration 9Q: 3 clusters Score -2091051 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5745 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -2091420.875000 Penalty: 4879.906738
	Iteration 10Q: 3 clusters Score -2091421 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -2091765.375000 Penalty: 4879.906738
	Iteration 11Q: 3 clusters Score -2091765 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2092080.875000 Penalty: 4879.906738
	Iteration 12Q: 3 clusters Score -2092081 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -2092392.250000 Penalty: 4879.906738
	Iteration 13Q: 3 clusters Score -2092392 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2092708.875000 Penalty: 4879.906738
	Iteration 14Q: 3 clusters Score -2092709 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -2092998.125000 Penalty: 4879.906738
	Iteration 15Q: 3 clusters Score -2092998 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -2093261.750000 Penalty: 4879.906738
	Iteration 16Q: 3 clusters Score -2093262 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
Score: -2093504.750000 Penalty: 4879.906738
	Iteration 17Q: 3 clusters Score -2093505 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 16792 members 
Entering Unmasked Estep 
Score: -2093726.625000 Penalty: 4879.906738
	Iteration 18Q: 3 clusters Score -2093727 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -2093949.750000 Penalty: 4879.906738
	Iteration 19Q: 3 clusters Score -2093950 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -2094149.375000 Penalty: 4879.906738
	Iteration 20F: 3 clusters Score -2094149 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 17585 members 
Entering Unmasked Estep 
Score: -2094337.125000 Penalty: 4879.906738
	Iteration 21Q: 3 clusters Score -2094337 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -2094482.750000 Penalty: 4879.906738
	Iteration 22Q: 3 clusters Score -2094483 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 17892 members 
Entering Unmasked Estep 
Score: -2094587.000000 Penalty: 4879.906738
	Iteration 23Q: 3 clusters Score -2094587 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2094682.125000 Penalty: 4879.906738
	Iteration 24Q: 3 clusters Score -2094682 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -2094758.000000 Penalty: 4879.906738
	Iteration 25Q: 3 clusters Score -2094758 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2094802.375000 Penalty: 4879.906738
	Iteration 26Q: 3 clusters Score -2094802 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -2094839.625000 Penalty: 4879.906738
	Iteration 27Q: 3 clusters Score -2094840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 18181 members 
Entering Unmasked Estep 
Score: -2094861.000000 Penalty: 4879.906738
	Iteration 28Q: 3 clusters Score -2094861 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -2094882.125000 Penalty: 4879.906738
	Iteration 29Q: 3 clusters Score -2094882 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 18215 members 
Entering Unmasked Estep 
Score: -2094896.250000 Penalty: 4879.906738
	Iteration 30Q: 3 clusters Score -2094896 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 18224 members 
Entering Unmasked Estep 
Score: -2094908.625000 Penalty: 4879.906738
	Iteration 31Q: 3 clusters Score -2094909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 18243 members 
Entering Unmasked Estep 
Score: -2094925.625000 Penalty: 4879.906738
	Iteration 32Q: 3 clusters Score -2094926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -2094938.250000 Penalty: 4879.906738
	Iteration 33Q: 3 clusters Score -2094938 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -2094945.875000 Penalty: 4879.906738
	Iteration 34Q: 3 clusters Score -2094946 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -2094952.875000 Penalty: 4879.906738
	Iteration 35Q: 3 clusters Score -2094953 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2094953.250000 Penalty: 4879.906738
	Iteration 36Q: 3 clusters Score -2094953 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -2094953.250000 Penalty: 4879.906738
	Iteration 37F: 3 clusters Score -2094953 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (11105 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Entering Unmasked Estep 
Score: -1240467.625000 Penalty: 2310.157471
	Iteration 0F: 2 clusters Score -1240468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -1232030.125000 Penalty: 4620.314941
	Iteration 0F: 3 clusters Score -1232030 nChanged 4659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -1234651.125000 Penalty: 4620.314941
	Iteration 1F: 3 clusters Score -1234651 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1235124.000000 Penalty: 4620.314941
	Iteration 2F: 3 clusters Score -1235124 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1235579.500000 Penalty: 4620.314941
	Iteration 3F: 3 clusters Score -1235580 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1236043.750000 Penalty: 4620.314941
	Iteration 4F: 3 clusters Score -1236044 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -1236574.250000 Penalty: 4620.314941
	Iteration 5F: 3 clusters Score -1236574 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1237134.250000 Penalty: 4620.314941
	Iteration 6F: 3 clusters Score -1237134 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1237638.500000 Penalty: 4620.314941
	Iteration 7F: 3 clusters Score -1237638 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -1238036.750000 Penalty: 4620.314941
	Iteration 8F: 3 clusters Score -1238037 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7029 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1238309.250000 Penalty: 4620.314941
	Iteration 9Q: 3 clusters Score -1238309 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -1238520.000000 Penalty: 4620.314941
	Iteration 10Q: 3 clusters Score -1238520 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1238671.250000 Penalty: 4620.314941
	Iteration 11Q: 3 clusters Score -1238671 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -1238786.500000 Penalty: 4620.314941
	Iteration 12Q: 3 clusters Score -1238786 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -1238880.500000 Penalty: 4620.314941
	Iteration 13Q: 3 clusters Score -1238880 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -1238957.625000 Penalty: 4620.314941
	Iteration 14Q: 3 clusters Score -1238958 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1239022.875000 Penalty: 4620.314941
	Iteration 15Q: 3 clusters Score -1239023 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1239073.125000 Penalty: 4620.314941
	Iteration 16Q: 3 clusters Score -1239073 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1239113.125000 Penalty: 4620.314941
	Iteration 17Q: 3 clusters Score -1239113 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -1239140.875000 Penalty: 4620.314941
	Iteration 18Q: 3 clusters Score -1239141 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8562 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -1239182.625000 Penalty: 4620.314941
	Iteration 19Q: 3 clusters Score -1239183 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -1239214.875000 Penalty: 4620.314941
	Iteration 20F: 3 clusters Score -1239215 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1239244.500000 Penalty: 4620.314941
	Iteration 21Q: 3 clusters Score -1239244 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -1239272.250000 Penalty: 4620.314941
	Iteration 22Q: 3 clusters Score -1239272 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -1239305.000000 Penalty: 4620.314941
	Iteration 23Q: 3 clusters Score -1239305 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -1239334.625000 Penalty: 4620.314941
	Iteration 24Q: 3 clusters Score -1239335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1239358.125000 Penalty: 4620.314941
	Iteration 25Q: 3 clusters Score -1239358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9094 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -1239380.625000 Penalty: 4620.314941
	Iteration 26Q: 3 clusters Score -1239381 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1239394.250000 Penalty: 4620.314941
	Iteration 27Q: 3 clusters Score -1239394 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1239408.000000 Penalty: 4620.314941
	Iteration 28Q: 3 clusters Score -1239408 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1239419.375000 Penalty: 4620.314941
	Iteration 29Q: 3 clusters Score -1239419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1239426.375000 Penalty: 4620.314941
	Iteration 30Q: 3 clusters Score -1239426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9281 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1239431.250000 Penalty: 4620.314941
	Iteration 31Q: 3 clusters Score -1239431 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1239436.125000 Penalty: 4620.314941
	Iteration 32Q: 3 clusters Score -1239436 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9324 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -1239442.250000 Penalty: 4620.314941
	Iteration 33Q: 3 clusters Score -1239442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -1239441.625000 Penalty: 4620.314941
	Iteration 34Q: 3 clusters Score -1239442 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1239445.375000 Penalty: 4620.314941
	Iteration 35Q: 3 clusters Score -1239445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1239451.375000 Penalty: 4620.314941
	Iteration 36Q: 3 clusters Score -1239451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1239451.625000 Penalty: 4620.314941
	Iteration 37Q: 3 clusters Score -1239452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -1239453.750000 Penalty: 4620.314941
	Iteration 38Q: 3 clusters Score -1239454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -1239455.750000 Penalty: 4620.314941
	Iteration 39Q: 3 clusters Score -1239456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -1239455.125000 Penalty: 4620.314941
	Iteration 40F: 3 clusters Score -1239455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -1239461.375000 Penalty: 4620.314941
	Iteration 41Q: 3 clusters Score -1239461 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1239463.000000 Penalty: 4620.314941
	Iteration 42Q: 3 clusters Score -1239463 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -1239464.750000 Penalty: 4620.314941
	Iteration 43Q: 3 clusters Score -1239465 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9430 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -1239467.875000 Penalty: 4620.314941
	Iteration 44Q: 3 clusters Score -1239468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1239469.250000 Penalty: 4620.314941
	Iteration 45Q: 3 clusters Score -1239469 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9446 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1239469.500000 Penalty: 4620.314941
	Iteration 46Q: 3 clusters Score -1239470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1239469.750000 Penalty: 4620.314941
	Iteration 47Q: 3 clusters Score -1239470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1239472.500000 Penalty: 4620.314941
	Iteration 48Q: 3 clusters Score -1239472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1239474.500000 Penalty: 4620.314941
	Iteration 49Q: 3 clusters Score -1239474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -1239474.500000 Penalty: 4620.314941
	Iteration 50Q: 3 clusters Score -1239474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1239473.375000 Penalty: 4620.314941
	Iteration 51Q: 3 clusters Score -1239473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -1239475.875000 Penalty: 4620.314941
	Iteration 52Q: 3 clusters Score -1239476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1239478.875000 Penalty: 4620.314941
	Iteration 53Q: 3 clusters Score -1239479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1239477.750000 Penalty: 4620.314941
	Iteration 54Q: 3 clusters Score -1239478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1239480.750000 Penalty: 4620.314941
	Iteration 55Q: 3 clusters Score -1239481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -1239482.250000 Penalty: 4620.314941
	Iteration 56Q: 3 clusters Score -1239482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1239485.125000 Penalty: 4620.314941
	Iteration 57Q: 3 clusters Score -1239485 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -1239484.750000 Penalty: 4620.314941
	Iteration 58Q: 3 clusters Score -1239485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9509 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1239485.250000 Penalty: 4620.314941
	Iteration 59Q: 3 clusters Score -1239485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1239485.375000 Penalty: 4620.314941
	Iteration 60F: 3 clusters Score -1239485 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -1239488.125000 Penalty: 4620.314941
	Iteration 61Q: 3 clusters Score -1239488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1239491.375000 Penalty: 4620.314941
	Iteration 62Q: 3 clusters Score -1239491 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1239490.875000 Penalty: 4620.314941
	Iteration 63Q: 3 clusters Score -1239491 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9525 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1239493.125000 Penalty: 4620.314941
	Iteration 64Q: 3 clusters Score -1239493 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9530 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1239494.375000 Penalty: 4620.314941
	Iteration 65Q: 3 clusters Score -1239494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -1239497.625000 Penalty: 4620.314941
	Iteration 66Q: 3 clusters Score -1239498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -1239498.875000 Penalty: 4620.314941
	Iteration 67Q: 3 clusters Score -1239499 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1239500.625000 Penalty: 4620.314941
	Iteration 68Q: 3 clusters Score -1239501 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -1239501.250000 Penalty: 4620.314941
	Iteration 69Q: 3 clusters Score -1239501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9563 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1239503.000000 Penalty: 4620.314941
	Iteration 70Q: 3 clusters Score -1239503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -1239504.000000 Penalty: 4620.314941
	Iteration 71Q: 3 clusters Score -1239504 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1239508.500000 Penalty: 4620.314941
	Iteration 72Q: 3 clusters Score -1239508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1239511.500000 Penalty: 4620.314941
	Iteration 73Q: 3 clusters Score -1239512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1239512.125000 Penalty: 4620.314941
	Iteration 74Q: 3 clusters Score -1239512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9586 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1239512.750000 Penalty: 4620.314941
	Iteration 75Q: 3 clusters Score -1239513 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9590 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1239512.125000 Penalty: 4620.314941
	Iteration 76Q: 3 clusters Score -1239512 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1239511.875000 Penalty: 4620.314941
	Iteration 77Q: 3 clusters Score -1239512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9605 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -1239515.000000 Penalty: 4620.314941
	Iteration 78Q: 3 clusters Score -1239515 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -1239516.500000 Penalty: 4620.314941
	Iteration 79Q: 3 clusters Score -1239516 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -1239520.625000 Penalty: 4620.314941
	Iteration 80F: 3 clusters Score -1239521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1239521.250000 Penalty: 4620.314941
	Iteration 81Q: 3 clusters Score -1239521 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1239524.000000 Penalty: 4620.314941
	Iteration 82Q: 3 clusters Score -1239524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -1239523.875000 Penalty: 4620.314941
	Iteration 83Q: 3 clusters Score -1239524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1239525.875000 Penalty: 4620.314941
	Iteration 84Q: 3 clusters Score -1239526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -1239526.250000 Penalty: 4620.314941
	Iteration 85Q: 3 clusters Score -1239526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1239527.875000 Penalty: 4620.314941
	Iteration 86Q: 3 clusters Score -1239528 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1239529.250000 Penalty: 4620.314941
	Iteration 87Q: 3 clusters Score -1239529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1239531.000000 Penalty: 4620.314941
	Iteration 88Q: 3 clusters Score -1239531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1239531.750000 Penalty: 4620.314941
	Iteration 89Q: 3 clusters Score -1239532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1239532.125000 Penalty: 4620.314941
	Iteration 90Q: 3 clusters Score -1239532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1239533.375000 Penalty: 4620.314941
	Iteration 91Q: 3 clusters Score -1239533 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9688 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -1239536.375000 Penalty: 4620.314941
	Iteration 92Q: 3 clusters Score -1239536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1239537.750000 Penalty: 4620.314941
	Iteration 93Q: 3 clusters Score -1239538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1239536.125000 Penalty: 4620.314941
	Iteration 94Q: 3 clusters Score -1239536 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -1239536.125000 Penalty: 4620.314941
	Iteration 95F: 3 clusters Score -1239536 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (13465 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Entering Unmasked Estep 
Score: -1611133.375000 Penalty: 2357.946533
	Iteration 0F: 2 clusters Score -1611133 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1601202.625000 Penalty: 4715.893066
	Iteration 0F: 3 clusters Score -1601203 nChanged 5765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 7340 members 
Entering Unmasked Estep 
Score: -1604340.125000 Penalty: 4715.893066
	Iteration 1F: 3 clusters Score -1604340 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1604693.625000 Penalty: 4715.893066
	Iteration 2F: 3 clusters Score -1604694 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 7987 members 
Entering Unmasked Estep 
Score: -1605033.875000 Penalty: 4715.893066
	Iteration 3F: 3 clusters Score -1605034 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -1605411.375000 Penalty: 4715.893066
	Iteration 4F: 3 clusters Score -1605411 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4448 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -1605850.125000 Penalty: 4715.893066
	Iteration 5F: 3 clusters Score -1605850 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3837 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1606336.125000 Penalty: 4715.893066
	Iteration 6F: 3 clusters Score -1606336 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 10235 members 
Entering Unmasked Estep 
Score: -1606847.375000 Penalty: 4715.893066
	Iteration 7Q: 3 clusters Score -1606847 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -1607343.625000 Penalty: 4715.893066
	Iteration 8Q: 3 clusters Score -1607344 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 11297 members 
Entering Unmasked Estep 
Score: -1607816.250000 Penalty: 4715.893066
	Iteration 9Q: 3 clusters Score -1607816 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -1608144.625000 Penalty: 4715.893066
	Iteration 10Q: 3 clusters Score -1608145 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -1608345.750000 Penalty: 4715.893066
	Iteration 11Q: 3 clusters Score -1608346 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -1608502.875000 Penalty: 4715.893066
	Iteration 12Q: 3 clusters Score -1608503 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 12308 members 
Entering Unmasked Estep 
Score: -1608614.875000 Penalty: 4715.893066
	Iteration 13Q: 3 clusters Score -1608615 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -1608717.500000 Penalty: 4715.893066
	Iteration 14Q: 3 clusters Score -1608718 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 12565 members 
Entering Unmasked Estep 
Score: -1608797.375000 Penalty: 4715.893066
	Iteration 15Q: 3 clusters Score -1608797 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -1608864.750000 Penalty: 4715.893066
	Iteration 16Q: 3 clusters Score -1608865 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 12727 members 
Entering Unmasked Estep 
Score: -1608924.000000 Penalty: 4715.893066
	Iteration 17Q: 3 clusters Score -1608924 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 12782 members 
Entering Unmasked Estep 
Score: -1608972.750000 Penalty: 4715.893066
	Iteration 18Q: 3 clusters Score -1608973 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -1609006.375000 Penalty: 4715.893066
	Iteration 19Q: 3 clusters Score -1609006 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -1609027.625000 Penalty: 4715.893066
	Iteration 20F: 3 clusters Score -1609028 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -1609046.125000 Penalty: 4715.893066
	Iteration 21Q: 3 clusters Score -1609046 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 12879 members 
Entering Unmasked Estep 
Score: -1609058.750000 Penalty: 4715.893066
	Iteration 22Q: 3 clusters Score -1609059 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -1609074.000000 Penalty: 4715.893066
	Iteration 23Q: 3 clusters Score -1609074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 12911 members 
Entering Unmasked Estep 
Score: -1609087.500000 Penalty: 4715.893066
	Iteration 24Q: 3 clusters Score -1609088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -1609100.125000 Penalty: 4715.893066
	Iteration 25Q: 3 clusters Score -1609100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 12933 members 
Entering Unmasked Estep 
Score: -1609103.375000 Penalty: 4715.893066
	Iteration 26Q: 3 clusters Score -1609103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -1609110.750000 Penalty: 4715.893066
	Iteration 27Q: 3 clusters Score -1609111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -1609113.750000 Penalty: 4715.893066
	Iteration 28Q: 3 clusters Score -1609114 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12948 members 
Entering Unmasked Estep 
Score: -1609122.625000 Penalty: 4715.893066
	Iteration 29Q: 3 clusters Score -1609123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 12953 members 
Entering Unmasked Estep 
Score: -1609125.875000 Penalty: 4715.893066
	Iteration 30Q: 3 clusters Score -1609126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -1609127.500000 Penalty: 4715.893066
	Iteration 31Q: 3 clusters Score -1609128 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1609130.375000 Penalty: 4715.893066
	Iteration 32Q: 3 clusters Score -1609130 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 12957 members 
Entering Unmasked Estep 
Score: -1609130.375000 Penalty: 4715.893066
	Iteration 33F: 3 clusters Score -1609130 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -254275.875000 Penalty: 1906.168335
	Iteration 0F: 2 clusters Score -254275.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -251512.312500 Penalty: 3812.336670
	Iteration 0F: 3 clusters Score -251512.3 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -251994.468750 Penalty: 3812.336670
	Iteration 1F: 3 clusters Score -251994.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -252121.765625 Penalty: 3812.336670
	Iteration 2F: 3 clusters Score -252121.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -252172.859375 Penalty: 3812.336670
	Iteration 3Q: 3 clusters Score -252172.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -252212.062500 Penalty: 3812.336670
	Iteration 4Q: 3 clusters Score -252212.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -252237.656250 Penalty: 3812.336670
	Iteration 5Q: 3 clusters Score -252237.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -252262.156250 Penalty: 3812.336670
	Iteration 6Q: 3 clusters Score -252262.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -252281.875000 Penalty: 3812.336670
	Iteration 7Q: 3 clusters Score -252281.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -252298.828125 Penalty: 3812.336670
	Iteration 8Q: 3 clusters Score -252298.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -252311.812500 Penalty: 3812.336670
	Iteration 9Q: 3 clusters Score -252311.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -252319.890625 Penalty: 3812.336670
	Iteration 10Q: 3 clusters Score -252319.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -252325.750000 Penalty: 3812.336670
	Iteration 11Q: 3 clusters Score -252325.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -252329.921875 Penalty: 3812.336670
	Iteration 12Q: 3 clusters Score -252329.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -252335.125000 Penalty: 3812.336670
	Iteration 13Q: 3 clusters Score -252335.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -252338.562500 Penalty: 3812.336670
	Iteration 14Q: 3 clusters Score -252338.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -252344.203125 Penalty: 3812.336670
	Iteration 15Q: 3 clusters Score -252344.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -252349.265625 Penalty: 3812.336670
	Iteration 16Q: 3 clusters Score -252349.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -252353.937500 Penalty: 3812.336670
	Iteration 17Q: 3 clusters Score -252353.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -252358.500000 Penalty: 3812.336670
	Iteration 18Q: 3 clusters Score -252358.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -252362.296875 Penalty: 3812.336670
	Iteration 19Q: 3 clusters Score -252362.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -252365.125000 Penalty: 3812.336670
	Iteration 20F: 3 clusters Score -252365.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -252367.640625 Penalty: 3812.336670
	Iteration 21Q: 3 clusters Score -252367.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -252373.015625 Penalty: 3812.336670
	Iteration 22Q: 3 clusters Score -252373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -252378.312500 Penalty: 3812.336670
	Iteration 23Q: 3 clusters Score -252378.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -252382.250000 Penalty: 3812.336670
	Iteration 24Q: 3 clusters Score -252382.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -252387.234375 Penalty: 3812.336670
	Iteration 25Q: 3 clusters Score -252387.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -252388.734375 Penalty: 3812.336670
	Iteration 26Q: 3 clusters Score -252388.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -252389.359375 Penalty: 3812.336670
	Iteration 27Q: 3 clusters Score -252389.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -252389.406250 Penalty: 3812.336670
	Iteration 28Q: 3 clusters Score -252389.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -252390.562500 Penalty: 3812.336670
	Iteration 29Q: 3 clusters Score -252390.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -252391.687500 Penalty: 3812.336670
	Iteration 30Q: 3 clusters Score -252391.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -252391.687500 Penalty: 3812.336670
	Iteration 31F: 3 clusters Score -252391.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (63749 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63749 members 
Entering Unmasked Estep 
Score: -7575466.000000 Penalty: 2743.551758
	Iteration 0F: 2 clusters Score -7575466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -7532554.500000 Penalty: 5487.103516
	Iteration 0F: 3 clusters Score -7532554 nChanged 29647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32057 members 
Mstep: Class 2 contains 31692 members 
Entering Unmasked Estep 
Score: -7549565.000000 Penalty: 5487.103516
	Iteration 1F: 3 clusters Score -7549565 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32202 members 
Mstep: Class 2 contains 31547 members 
Entering Unmasked Estep 
Score: -7550201.000000 Penalty: 5487.103516
	Iteration 2Q: 3 clusters Score -7550201 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32418 members 
Mstep: Class 2 contains 31331 members 
Entering Unmasked Estep 
Score: -7550875.000000 Penalty: 5487.103516
	Iteration 3Q: 3 clusters Score -7550875 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 31055 members 
Entering Unmasked Estep 
Score: -7551506.500000 Penalty: 5487.103516
	Iteration 4Q: 3 clusters Score -7551506 nChanged 2298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33104 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -7552252.000000 Penalty: 5487.103516
	Iteration 5Q: 3 clusters Score -7552252 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33711 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -7553278.500000 Penalty: 5487.103516
	Iteration 6Q: 3 clusters Score -7553278 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34490 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -7554530.500000 Penalty: 5487.103516
	Iteration 7Q: 3 clusters Score -7554530 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -7556269.500000 Penalty: 5487.103516
	Iteration 8Q: 3 clusters Score -7556270 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36510 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -7558468.500000 Penalty: 5487.103516
	Iteration 9F: 3 clusters Score -7558468 nChanged 3544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -7560756.500000 Penalty: 5487.103516
	Iteration 10F: 3 clusters Score -7560756 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38440 members 
Mstep: Class 2 contains 25309 members 
Entering Unmasked Estep 
Score: -7562500.000000 Penalty: 5487.103516
	Iteration 11F: 3 clusters Score -7562500 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -7563447.000000 Penalty: 5487.103516
	Iteration 12Q: 3 clusters Score -7563447 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39876 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
Score: -7563904.500000 Penalty: 5487.103516
	Iteration 13Q: 3 clusters Score -7563904 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40605 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -7564275.500000 Penalty: 5487.103516
	Iteration 14Q: 3 clusters Score -7564276 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -7564550.500000 Penalty: 5487.103516
	Iteration 15Q: 3 clusters Score -7564550 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -7564729.500000 Penalty: 5487.103516
	Iteration 16Q: 3 clusters Score -7564730 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42840 members 
Mstep: Class 2 contains 20909 members 
Entering Unmasked Estep 
Score: -7564978.500000 Penalty: 5487.103516
	Iteration 17Q: 3 clusters Score -7564978 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43669 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -7565207.000000 Penalty: 5487.103516
	Iteration 18Q: 3 clusters Score -7565207 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 19203 members 
Entering Unmasked Estep 
Score: -7565571.500000 Penalty: 5487.103516
	Iteration 19Q: 3 clusters Score -7565572 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45500 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -7565941.500000 Penalty: 5487.103516
	Iteration 20F: 3 clusters Score -7565942 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46453 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -7566311.500000 Penalty: 5487.103516
	Iteration 21Q: 3 clusters Score -7566312 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47408 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -7566762.500000 Penalty: 5487.103516
	Iteration 22Q: 3 clusters Score -7566762 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -7567220.500000 Penalty: 5487.103516
	Iteration 23Q: 3 clusters Score -7567220 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -7567690.500000 Penalty: 5487.103516
	Iteration 24Q: 3 clusters Score -7567690 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50338 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -7568163.000000 Penalty: 5487.103516
	Iteration 25Q: 3 clusters Score -7568163 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51275 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -7568681.000000 Penalty: 5487.103516
	Iteration 26Q: 3 clusters Score -7568681 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52152 members 
Mstep: Class 2 contains 11597 members 
Entering Unmasked Estep 
Score: -7569120.000000 Penalty: 5487.103516
	Iteration 27Q: 3 clusters Score -7569120 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -7569568.000000 Penalty: 5487.103516
	Iteration 28Q: 3 clusters Score -7569568 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -7569993.500000 Penalty: 5487.103516
	Iteration 29Q: 3 clusters Score -7569994 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54550 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -7570394.000000 Penalty: 5487.103516
	Iteration 30Q: 3 clusters Score -7570394 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -7570750.000000 Penalty: 5487.103516
	Iteration 31Q: 3 clusters Score -7570750 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55857 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -7571111.000000 Penalty: 5487.103516
	Iteration 32Q: 3 clusters Score -7571111 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -7571367.000000 Penalty: 5487.103516
	Iteration 33Q: 3 clusters Score -7571367 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56939 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -7571593.500000 Penalty: 5487.103516
	Iteration 34Q: 3 clusters Score -7571594 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57400 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -7571787.000000 Penalty: 5487.103516
	Iteration 35Q: 3 clusters Score -7571787 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -7571987.500000 Penalty: 5487.103516
	Iteration 36Q: 3 clusters Score -7571988 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58190 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -7572157.000000 Penalty: 5487.103516
	Iteration 37Q: 3 clusters Score -7572157 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58509 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -7572271.000000 Penalty: 5487.103516
	Iteration 38Q: 3 clusters Score -7572271 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58780 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -7572370.500000 Penalty: 5487.103516
	Iteration 39Q: 3 clusters Score -7572370 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59054 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -7572472.000000 Penalty: 5487.103516
	Iteration 40F: 3 clusters Score -7572472 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59323 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -7572553.500000 Penalty: 5487.103516
	Iteration 41Q: 3 clusters Score -7572554 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59577 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -7572640.500000 Penalty: 5487.103516
	Iteration 42Q: 3 clusters Score -7572640 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -7572696.000000 Penalty: 5487.103516
	Iteration 43Q: 3 clusters Score -7572696 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60013 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -7572774.000000 Penalty: 5487.103516
	Iteration 44Q: 3 clusters Score -7572774 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60211 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -7572841.000000 Penalty: 5487.103516
	Iteration 45Q: 3 clusters Score -7572841 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -7572886.000000 Penalty: 5487.103516
	Iteration 46Q: 3 clusters Score -7572886 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60575 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -7572935.000000 Penalty: 5487.103516
	Iteration 47Q: 3 clusters Score -7572935 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60723 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -7572957.000000 Penalty: 5487.103516
	Iteration 48Q: 3 clusters Score -7572957 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60840 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -7573003.500000 Penalty: 5487.103516
	Iteration 49Q: 3 clusters Score -7573004 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60947 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7573045.500000 Penalty: 5487.103516
	Iteration 50Q: 3 clusters Score -7573046 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61041 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -7573088.000000 Penalty: 5487.103516
	Iteration 51Q: 3 clusters Score -7573088 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61122 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -7573094.000000 Penalty: 5487.103516
	Iteration 52Q: 3 clusters Score -7573094 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61198 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -7573123.000000 Penalty: 5487.103516
	Iteration 53Q: 3 clusters Score -7573123 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61274 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7573151.500000 Penalty: 5487.103516
	Iteration 54Q: 3 clusters Score -7573152 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61352 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -7573158.500000 Penalty: 5487.103516
	Iteration 55Q: 3 clusters Score -7573158 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61406 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -7573188.500000 Penalty: 5487.103516
	Iteration 56Q: 3 clusters Score -7573188 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61452 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -7573188.500000 Penalty: 5487.103516
	Iteration 57Q: 3 clusters Score -7573188 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61504 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -7573199.500000 Penalty: 5487.103516
	Iteration 58Q: 3 clusters Score -7573200 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61559 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -7573216.500000 Penalty: 5487.103516
	Iteration 59Q: 3 clusters Score -7573216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -7573241.000000 Penalty: 5487.103516
	Iteration 60F: 3 clusters Score -7573241 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61637 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -7573244.000000 Penalty: 5487.103516
	Iteration 61Q: 3 clusters Score -7573244 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61664 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -7573257.000000 Penalty: 5487.103516
	Iteration 62Q: 3 clusters Score -7573257 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61695 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -7573254.500000 Penalty: 5487.103516
	Iteration 63Q: 3 clusters Score -7573254 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61719 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7573257.000000 Penalty: 5487.103516
	Iteration 64Q: 3 clusters Score -7573257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61740 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -7573266.500000 Penalty: 5487.103516
	Iteration 65Q: 3 clusters Score -7573266 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61758 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -7573267.500000 Penalty: 5487.103516
	Iteration 66Q: 3 clusters Score -7573268 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61777 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -7573276.000000 Penalty: 5487.103516
	Iteration 67Q: 3 clusters Score -7573276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61794 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -7573287.000000 Penalty: 5487.103516
	Iteration 68Q: 3 clusters Score -7573287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61804 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7573285.000000 Penalty: 5487.103516
	Iteration 69Q: 3 clusters Score -7573285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61812 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -7573283.500000 Penalty: 5487.103516
	Iteration 70Q: 3 clusters Score -7573284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61821 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -7573282.000000 Penalty: 5487.103516
	Iteration 71Q: 3 clusters Score -7573282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61832 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -7573292.000000 Penalty: 5487.103516
	Iteration 72Q: 3 clusters Score -7573292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61836 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -7573285.500000 Penalty: 5487.103516
	Iteration 73Q: 3 clusters Score -7573286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61839 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -7573289.000000 Penalty: 5487.103516
	Iteration 74Q: 3 clusters Score -7573289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61846 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -7573293.500000 Penalty: 5487.103516
	Iteration 75Q: 3 clusters Score -7573294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61851 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -7573297.000000 Penalty: 5487.103516
	Iteration 76Q: 3 clusters Score -7573297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61853 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -7573295.500000 Penalty: 5487.103516
	Iteration 77Q: 3 clusters Score -7573296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61855 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -7573291.000000 Penalty: 5487.103516
	Iteration 78Q: 3 clusters Score -7573291 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61856 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -7573295.500000 Penalty: 5487.103516
	Iteration 79Q: 3 clusters Score -7573296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61862 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -7573290.000000 Penalty: 5487.103516
	Iteration 80F: 3 clusters Score -7573290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61867 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -7573302.500000 Penalty: 5487.103516
	Iteration 81Q: 3 clusters Score -7573302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61870 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -7573298.000000 Penalty: 5487.103516
	Iteration 82Q: 3 clusters Score -7573298 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61872 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -7573302.000000 Penalty: 5487.103516
	Iteration 83Q: 3 clusters Score -7573302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61875 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -7573307.000000 Penalty: 5487.103516
	Iteration 84Q: 3 clusters Score -7573307 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61879 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -7573307.500000 Penalty: 5487.103516
	Iteration 85Q: 3 clusters Score -7573308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61883 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -7573305.000000 Penalty: 5487.103516
	Iteration 86Q: 3 clusters Score -7573305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61887 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -7573303.000000 Penalty: 5487.103516
	Iteration 87Q: 3 clusters Score -7573303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61889 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7573304.500000 Penalty: 5487.103516
	Iteration 88Q: 3 clusters Score -7573304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61891 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7573308.000000 Penalty: 5487.103516
	Iteration 89Q: 3 clusters Score -7573308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61892 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -7573312.500000 Penalty: 5487.103516
	Iteration 90Q: 3 clusters Score -7573312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7573312.000000 Penalty: 5487.103516
	Iteration 91Q: 3 clusters Score -7573312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61894 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -7573314.500000 Penalty: 5487.103516
	Iteration 92Q: 3 clusters Score -7573314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61895 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -7573312.500000 Penalty: 5487.103516
	Iteration 93Q: 3 clusters Score -7573312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61898 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -7573305.000000 Penalty: 5487.103516
	Iteration 94Q: 3 clusters Score -7573305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61899 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -7573313.500000 Penalty: 5487.103516
	Iteration 95Q: 3 clusters Score -7573314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61900 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -7573311.000000 Penalty: 5487.103516
	Iteration 96Q: 3 clusters Score -7573311 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7573309.500000 Penalty: 5487.103516
	Iteration 97Q: 3 clusters Score -7573310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61901 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -7573309.500000 Penalty: 5487.103516
	Iteration 98F: 3 clusters Score -7573310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Entering Unmasked Estep 
Score: -2122017.500000 Penalty: 2442.415771
	Iteration 0F: 2 clusters Score -2122018 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9434 members 
Entering Unmasked Estep 
Score: -2108720.500000 Penalty: 4884.831543
	Iteration 0F: 3 clusters Score -2108720 nChanged 8193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 9467 members 
Entering Unmasked Estep 
Score: -2112975.500000 Penalty: 4884.831543
	Iteration 1F: 3 clusters Score -2112976 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -2113384.500000 Penalty: 4884.831543
	Iteration 2F: 3 clusters Score -2113384 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -2113678.000000 Penalty: 4884.831543
	Iteration 3Q: 3 clusters Score -2113678 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -2113898.250000 Penalty: 4884.831543
	Iteration 4Q: 3 clusters Score -2113898 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2114105.000000 Penalty: 4884.831543
	Iteration 5Q: 3 clusters Score -2114105 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -2114311.500000 Penalty: 4884.831543
	Iteration 6Q: 3 clusters Score -2114312 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2114517.250000 Penalty: 4884.831543
	Iteration 7Q: 3 clusters Score -2114517 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -2114717.250000 Penalty: 4884.831543
	Iteration 8Q: 3 clusters Score -2114717 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -2114932.000000 Penalty: 4884.831543
	Iteration 9Q: 3 clusters Score -2114932 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9174 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -2115165.250000 Penalty: 4884.831543
	Iteration 10Q: 3 clusters Score -2115165 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9080 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -2115376.250000 Penalty: 4884.831543
	Iteration 11Q: 3 clusters Score -2115376 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -2115565.000000 Penalty: 4884.831543
	Iteration 12Q: 3 clusters Score -2115565 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 10083 members 
Entering Unmasked Estep 
Score: -2115742.250000 Penalty: 4884.831543
	Iteration 13Q: 3 clusters Score -2115742 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2115887.250000 Penalty: 4884.831543
	Iteration 14Q: 3 clusters Score -2115887 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8484 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -2116040.750000 Penalty: 4884.831543
	Iteration 15Q: 3 clusters Score -2116041 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8269 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -2116193.500000 Penalty: 4884.831543
	Iteration 16Q: 3 clusters Score -2116194 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 10944 members 
Entering Unmasked Estep 
Score: -2116371.500000 Penalty: 4884.831543
	Iteration 17Q: 3 clusters Score -2116372 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -2116570.750000 Penalty: 4884.831543
	Iteration 18Q: 3 clusters Score -2116571 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -2116794.000000 Penalty: 4884.831543
	Iteration 19Q: 3 clusters Score -2116794 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6860 members 
Mstep: Class 2 contains 12069 members 
Entering Unmasked Estep 
Score: -2117042.000000 Penalty: 4884.831543
	Iteration 20F: 3 clusters Score -2117042 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -2117274.500000 Penalty: 4884.831543
	Iteration 21Q: 3 clusters Score -2117274 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2117507.750000 Penalty: 4884.831543
	Iteration 22Q: 3 clusters Score -2117508 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2117722.500000 Penalty: 4884.831543
	Iteration 23Q: 3 clusters Score -2117722 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 13525 members 
Entering Unmasked Estep 
Score: -2117918.250000 Penalty: 4884.831543
	Iteration 24Q: 3 clusters Score -2117918 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2118102.500000 Penalty: 4884.831543
	Iteration 25Q: 3 clusters Score -2118102 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -2118253.750000 Penalty: 4884.831543
	Iteration 26Q: 3 clusters Score -2118254 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -2118397.250000 Penalty: 4884.831543
	Iteration 27Q: 3 clusters Score -2118397 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 14649 members 
Entering Unmasked Estep 
Score: -2118521.250000 Penalty: 4884.831543
	Iteration 28Q: 3 clusters Score -2118521 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -2118623.000000 Penalty: 4884.831543
	Iteration 29Q: 3 clusters Score -2118623 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -2118707.750000 Penalty: 4884.831543
	Iteration 30Q: 3 clusters Score -2118708 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -2118808.250000 Penalty: 4884.831543
	Iteration 31Q: 3 clusters Score -2118808 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -2118878.250000 Penalty: 4884.831543
	Iteration 32Q: 3 clusters Score -2118878 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 15727 members 
Entering Unmasked Estep 
Score: -2118972.250000 Penalty: 4884.831543
	Iteration 33Q: 3 clusters Score -2118972 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2119041.750000 Penalty: 4884.831543
	Iteration 34Q: 3 clusters Score -2119042 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -2119108.250000 Penalty: 4884.831543
	Iteration 35Q: 3 clusters Score -2119108 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2119167.000000 Penalty: 4884.831543
	Iteration 36Q: 3 clusters Score -2119167 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 16419 members 
Entering Unmasked Estep 
Score: -2119225.000000 Penalty: 4884.831543
	Iteration 37Q: 3 clusters Score -2119225 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -2119291.500000 Penalty: 4884.831543
	Iteration 38Q: 3 clusters Score -2119292 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -2119346.750000 Penalty: 4884.831543
	Iteration 39Q: 3 clusters Score -2119347 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -2119414.750000 Penalty: 4884.831543
	Iteration 40F: 3 clusters Score -2119415 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 16977 members 
Entering Unmasked Estep 
Score: -2119470.250000 Penalty: 4884.831543
	Iteration 41Q: 3 clusters Score -2119470 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -2119504.250000 Penalty: 4884.831543
	Iteration 42Q: 3 clusters Score -2119504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -2119540.750000 Penalty: 4884.831543
	Iteration 43Q: 3 clusters Score -2119541 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -2119577.750000 Penalty: 4884.831543
	Iteration 44Q: 3 clusters Score -2119578 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -2119628.750000 Penalty: 4884.831543
	Iteration 45Q: 3 clusters Score -2119629 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2119662.500000 Penalty: 4884.831543
	Iteration 46Q: 3 clusters Score -2119662 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2119692.250000 Penalty: 4884.831543
	Iteration 47Q: 3 clusters Score -2119692 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -2119719.500000 Penalty: 4884.831543
	Iteration 48Q: 3 clusters Score -2119720 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -2119744.000000 Penalty: 4884.831543
	Iteration 49Q: 3 clusters Score -2119744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -2119770.000000 Penalty: 4884.831543
	Iteration 50Q: 3 clusters Score -2119770 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -2119786.750000 Penalty: 4884.831543
	Iteration 51Q: 3 clusters Score -2119787 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2119793.000000 Penalty: 4884.831543
	Iteration 52Q: 3 clusters Score -2119793 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -2119812.500000 Penalty: 4884.831543
	Iteration 53Q: 3 clusters Score -2119812 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -2119825.500000 Penalty: 4884.831543
	Iteration 54Q: 3 clusters Score -2119826 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -2119845.500000 Penalty: 4884.831543
	Iteration 55Q: 3 clusters Score -2119846 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -2119854.750000 Penalty: 4884.831543
	Iteration 56Q: 3 clusters Score -2119855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 17921 members 
Entering Unmasked Estep 
Score: -2119860.250000 Penalty: 4884.831543
	Iteration 57Q: 3 clusters Score -2119860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 17936 members 
Entering Unmasked Estep 
Score: -2119861.500000 Penalty: 4884.831543
	Iteration 58Q: 3 clusters Score -2119862 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 17957 members 
Entering Unmasked Estep 
Score: -2119871.750000 Penalty: 4884.831543
	Iteration 59Q: 3 clusters Score -2119872 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2119883.250000 Penalty: 4884.831543
	Iteration 60F: 3 clusters Score -2119883 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2119892.000000 Penalty: 4884.831543
	Iteration 61Q: 3 clusters Score -2119892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 18006 members 
Entering Unmasked Estep 
Score: -2119903.750000 Penalty: 4884.831543
	Iteration 62Q: 3 clusters Score -2119904 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2119909.500000 Penalty: 4884.831543
	Iteration 63Q: 3 clusters Score -2119910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18038 members 
Entering Unmasked Estep 
Score: -2119915.750000 Penalty: 4884.831543
	Iteration 64Q: 3 clusters Score -2119916 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2119925.000000 Penalty: 4884.831543
	Iteration 65Q: 3 clusters Score -2119925 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -2119932.250000 Penalty: 4884.831543
	Iteration 66Q: 3 clusters Score -2119932 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -2119937.250000 Penalty: 4884.831543
	Iteration 67Q: 3 clusters Score -2119937 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
Score: -2119944.500000 Penalty: 4884.831543
	Iteration 68Q: 3 clusters Score -2119944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -2119946.250000 Penalty: 4884.831543
	Iteration 69Q: 3 clusters Score -2119946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -2119955.250000 Penalty: 4884.831543
	Iteration 70Q: 3 clusters Score -2119955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -2119956.500000 Penalty: 4884.831543
	Iteration 71Q: 3 clusters Score -2119956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2119958.500000 Penalty: 4884.831543
	Iteration 72Q: 3 clusters Score -2119958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -2119961.750000 Penalty: 4884.831543
	Iteration 73Q: 3 clusters Score -2119962 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2119963.250000 Penalty: 4884.831543
	Iteration 74Q: 3 clusters Score -2119963 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -2119966.250000 Penalty: 4884.831543
	Iteration 75Q: 3 clusters Score -2119966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2119965.500000 Penalty: 4884.831543
	Iteration 76Q: 3 clusters Score -2119966 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2119965.500000 Penalty: 4884.831543
	Iteration 77F: 3 clusters Score -2119966 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11074 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Entering Unmasked Estep 
Score: -1233195.250000 Penalty: 2309.464111
	Iteration 0F: 2 clusters Score -1233195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 5588 members 
Entering Unmasked Estep 
Score: -1224916.250000 Penalty: 4618.928223
	Iteration 0F: 3 clusters Score -1224916 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -1227377.125000 Penalty: 4618.928223
	Iteration 1F: 3 clusters Score -1227377 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1227765.125000 Penalty: 4618.928223
	Iteration 2F: 3 clusters Score -1227765 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5952 members 
Entering Unmasked Estep 
Score: -1228071.750000 Penalty: 4618.928223
	Iteration 3F: 3 clusters Score -1228072 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -1228328.500000 Penalty: 4618.928223
	Iteration 4Q: 3 clusters Score -1228328 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1228587.125000 Penalty: 4618.928223
	Iteration 5Q: 3 clusters Score -1228587 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -1228897.375000 Penalty: 4618.928223
	Iteration 6Q: 3 clusters Score -1228897 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1229298.625000 Penalty: 4618.928223
	Iteration 7F: 3 clusters Score -1229299 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1229725.000000 Penalty: 4618.928223
	Iteration 8F: 3 clusters Score -1229725 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 7878 members 
Entering Unmasked Estep 
Score: -1230121.125000 Penalty: 4618.928223
	Iteration 9F: 3 clusters Score -1230121 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -1230469.750000 Penalty: 4618.928223
	Iteration 10Q: 3 clusters Score -1230470 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 8563 members 
Entering Unmasked Estep 
Score: -1230734.500000 Penalty: 4618.928223
	Iteration 11Q: 3 clusters Score -1230734 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -1230969.000000 Penalty: 4618.928223
	Iteration 12Q: 3 clusters Score -1230969 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1231208.625000 Penalty: 4618.928223
	Iteration 13Q: 3 clusters Score -1231209 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1231392.875000 Penalty: 4618.928223
	Iteration 14Q: 3 clusters Score -1231393 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9429 members 
Entering Unmasked Estep 
Score: -1231554.000000 Penalty: 4618.928223
	Iteration 15Q: 3 clusters Score -1231554 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1231681.375000 Penalty: 4618.928223
	Iteration 16Q: 3 clusters Score -1231681 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -1231771.625000 Penalty: 4618.928223
	Iteration 17Q: 3 clusters Score -1231772 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -1231825.875000 Penalty: 4618.928223
	Iteration 18Q: 3 clusters Score -1231826 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -1231856.625000 Penalty: 4618.928223
	Iteration 19Q: 3 clusters Score -1231857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1231878.500000 Penalty: 4618.928223
	Iteration 20F: 3 clusters Score -1231878 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 9845 members 
Entering Unmasked Estep 
Score: -1231896.000000 Penalty: 4618.928223
	Iteration 21Q: 3 clusters Score -1231896 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1231909.125000 Penalty: 4618.928223
	Iteration 22Q: 3 clusters Score -1231909 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1231916.875000 Penalty: 4618.928223
	Iteration 23Q: 3 clusters Score -1231917 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 9900 members 
Entering Unmasked Estep 
Score: -1231924.375000 Penalty: 4618.928223
	Iteration 24Q: 3 clusters Score -1231924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -1231931.125000 Penalty: 4618.928223
	Iteration 25Q: 3 clusters Score -1231931 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -1231936.750000 Penalty: 4618.928223
	Iteration 26Q: 3 clusters Score -1231937 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 9938 members 
Entering Unmasked Estep 
Score: -1231941.625000 Penalty: 4618.928223
	Iteration 27Q: 3 clusters Score -1231942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -1231939.875000 Penalty: 4618.928223
	Iteration 28Q: 3 clusters Score -1231940 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -1231944.750000 Penalty: 4618.928223
	Iteration 29Q: 3 clusters Score -1231945 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1231948.500000 Penalty: 4618.928223
	Iteration 30Q: 3 clusters Score -1231948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1231949.000000 Penalty: 4618.928223
	Iteration 31Q: 3 clusters Score -1231949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -1231950.500000 Penalty: 4618.928223
	Iteration 32Q: 3 clusters Score -1231950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 9965 members 
Entering Unmasked Estep 
Score: -1231954.625000 Penalty: 4618.928223
	Iteration 33Q: 3 clusters Score -1231955 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1231953.625000 Penalty: 4618.928223
	Iteration 34Q: 3 clusters Score -1231954 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1231956.000000 Penalty: 4618.928223
	Iteration 35Q: 3 clusters Score -1231956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 9970 members 
Entering Unmasked Estep 
Score: -1231956.000000 Penalty: 4618.928223
	Iteration 36F: 3 clusters Score -1231956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -49627.156250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -49627.16 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 242 members 
Entering Unmasked Estep 
Score: -48139.816406 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -48139.82 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -48287.238281 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -48287.24 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -48330.703125 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -48330.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -48355.562500 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -48355.56 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48376.539062 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -48376.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48382.656250 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -48382.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48383.335938 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -48383.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -48383.335938 Penalty: 3066.314209
	Iteration 7F: 3 clusters Score -48383.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -71863.343750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -71863.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -70152.281250 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -70152.28 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -70508.187500 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -70508.19 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -70730.945312 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -70730.95 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -70941.093750 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -70941.09 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -71173.882812 Penalty: 3276.898682
	Iteration 4F: 3 clusters Score -71173.88 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -71418.093750 Penalty: 3276.898682
	Iteration 5F: 3 clusters Score -71418.09 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71642.476562 Penalty: 3276.898682
	Iteration 6F: 3 clusters Score -71642.48 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -71894.281250 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -71894.28 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -72153.476562 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -72153.48 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -72441.515625 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -72441.52 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -72749.234375 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -72749.23 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -73126.992188 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -73126.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73403.070312 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -73403.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -73406.578125 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -73406.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73407.445312 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -73407.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73407.445312 Penalty: 3276.898682
	Iteration 15F: 3 clusters Score -73407.45 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 93331 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 26235 members 
Mstep: Class 5 contains 120556 members 
Mstep: Class 6 contains 298405 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 22375 members 
Mstep: Class 9 contains 17818 members 
Mstep: Class 10 contains 2022 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 11639 members 
Mstep: Class 13 contains 201692 members 
Mstep: Class 14 contains 10618 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 8929 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 18742 members 
Mstep: Class 20 contains 11105 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 63749 members 
Mstep: Class 24 contains 18929 members 
Mstep: Class 25 contains 11074 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 418 members 
Mstep: Class 28 contains 259933 members 
Mstep: Class 29 contains 165993 members 
Mstep: Class 30 contains 322 members 
Entering Unmasked Estep 
Score: -161454384.000000 Penalty: 105389.281250
Splitting cluster 27 changes total score from -161456000.000000 to -161454384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (259933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259933 members 
Entering Unmasked Estep 
Score: -30574744.000000 Penalty: 3092.108398
	Iteration 0F: 2 clusters Score -3.057474e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129871 members 
Mstep: Class 2 contains 130062 members 
Entering Unmasked Estep 
Score: -30403914.000000 Penalty: 6184.216797
	Iteration 0F: 3 clusters Score -3.040391e+07 nChanged 125353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127718 members 
Mstep: Class 2 contains 132215 members 
Entering Unmasked Estep 
Score: -30478288.000000 Penalty: 6184.216797
	Iteration 1F: 3 clusters Score -3.047829e+07 nChanged 6938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126800 members 
Mstep: Class 2 contains 133133 members 
Entering Unmasked Estep 
Score: -30479748.000000 Penalty: 6184.216797
	Iteration 2Q: 3 clusters Score -3.047975e+07 nChanged 7653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125669 members 
Mstep: Class 2 contains 134264 members 
Entering Unmasked Estep 
Score: -30481932.000000 Penalty: 6184.216797
	Iteration 3Q: 3 clusters Score -3.048193e+07 nChanged 8659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124214 members 
Mstep: Class 2 contains 135719 members 
Entering Unmasked Estep 
Score: -30485164.000000 Penalty: 6184.216797
	Iteration 4Q: 3 clusters Score -3.048516e+07 nChanged 10175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122283 members 
Mstep: Class 2 contains 137650 members 
Entering Unmasked Estep 
Score: -30489534.000000 Penalty: 6184.216797
	Iteration 5Q: 3 clusters Score -3.048953e+07 nChanged 11848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120107 members 
Mstep: Class 2 contains 139826 members 
Entering Unmasked Estep 
Score: -30495582.000000 Penalty: 6184.216797
	Iteration 6Q: 3 clusters Score -3.049558e+07 nChanged 13764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118121 members 
Mstep: Class 2 contains 141812 members 
Entering Unmasked Estep 
Score: -30503568.000000 Penalty: 6184.216797
	Iteration 7F: 3 clusters Score -3.050357e+07 nChanged 15614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116785 members 
Mstep: Class 2 contains 143148 members 
Entering Unmasked Estep 
Score: -30513762.000000 Penalty: 6184.216797
	Iteration 8F: 3 clusters Score -3.051376e+07 nChanged 16927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116442 members 
Mstep: Class 2 contains 143491 members 
Entering Unmasked Estep 
Score: -30525554.000000 Penalty: 6184.216797
	Iteration 9F: 3 clusters Score -3.052555e+07 nChanged 16572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117202 members 
Mstep: Class 2 contains 142731 members 
Entering Unmasked Estep 
Score: -30536442.000000 Penalty: 6184.216797
	Iteration 10F: 3 clusters Score -3.053644e+07 nChanged 13555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118801 members 
Mstep: Class 2 contains 141132 members 
Entering Unmasked Estep 
Score: -30543330.000000 Penalty: 6184.216797
	Iteration 11F: 3 clusters Score -3.054333e+07 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120263 members 
Mstep: Class 2 contains 139670 members 
Entering Unmasked Estep 
Score: -30546368.000000 Penalty: 6184.216797
	Iteration 12Q: 3 clusters Score -3.054637e+07 nChanged 5482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121595 members 
Mstep: Class 2 contains 138338 members 
Entering Unmasked Estep 
Score: -30548156.000000 Penalty: 6184.216797
	Iteration 13Q: 3 clusters Score -3.054816e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122866 members 
Mstep: Class 2 contains 137067 members 
Entering Unmasked Estep 
Score: -30549132.000000 Penalty: 6184.216797
	Iteration 14Q: 3 clusters Score -3.054913e+07 nChanged 3527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124071 members 
Mstep: Class 2 contains 135862 members 
Entering Unmasked Estep 
Score: -30549854.000000 Penalty: 6184.216797
	Iteration 15Q: 3 clusters Score -3.054985e+07 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125126 members 
Mstep: Class 2 contains 134807 members 
Entering Unmasked Estep 
Score: -30550640.000000 Penalty: 6184.216797
	Iteration 16Q: 3 clusters Score -3.055064e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126082 members 
Mstep: Class 2 contains 133851 members 
Entering Unmasked Estep 
Score: -30551430.000000 Penalty: 6184.216797
	Iteration 17Q: 3 clusters Score -3.055143e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126934 members 
Mstep: Class 2 contains 132999 members 
Entering Unmasked Estep 
Score: -30552100.000000 Penalty: 6184.216797
	Iteration 18Q: 3 clusters Score -3.05521e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127723 members 
Mstep: Class 2 contains 132210 members 
Entering Unmasked Estep 
Score: -30552558.000000 Penalty: 6184.216797
	Iteration 19Q: 3 clusters Score -3.055256e+07 nChanged 2398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128483 members 
Mstep: Class 2 contains 131450 members 
Entering Unmasked Estep 
Score: -30552958.000000 Penalty: 6184.216797
	Iteration 20F: 3 clusters Score -3.055296e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129190 members 
Mstep: Class 2 contains 130743 members 
Entering Unmasked Estep 
Score: -30553348.000000 Penalty: 6184.216797
	Iteration 21Q: 3 clusters Score -3.055335e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129885 members 
Mstep: Class 2 contains 130048 members 
Entering Unmasked Estep 
Score: -30553592.000000 Penalty: 6184.216797
	Iteration 22Q: 3 clusters Score -3.055359e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130568 members 
Mstep: Class 2 contains 129365 members 
Entering Unmasked Estep 
Score: -30553954.000000 Penalty: 6184.216797
	Iteration 23Q: 3 clusters Score -3.055395e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131300 members 
Mstep: Class 2 contains 128633 members 
Entering Unmasked Estep 
Score: -30554198.000000 Penalty: 6184.216797
	Iteration 24Q: 3 clusters Score -3.05542e+07 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132015 members 
Mstep: Class 2 contains 127918 members 
Entering Unmasked Estep 
Score: -30554270.000000 Penalty: 6184.216797
	Iteration 25Q: 3 clusters Score -3.055427e+07 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132728 members 
Mstep: Class 2 contains 127205 members 
Entering Unmasked Estep 
Score: -30554448.000000 Penalty: 6184.216797
	Iteration 26Q: 3 clusters Score -3.055445e+07 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133467 members 
Mstep: Class 2 contains 126466 members 
Entering Unmasked Estep 
Score: -30554600.000000 Penalty: 6184.216797
	Iteration 27Q: 3 clusters Score -3.05546e+07 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134198 members 
Mstep: Class 2 contains 125735 members 
Entering Unmasked Estep 
Score: -30554578.000000 Penalty: 6184.216797
	Iteration 28Q: 3 clusters Score -3.055458e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134915 members 
Mstep: Class 2 contains 125018 members 
Entering Unmasked Estep 
Score: -30554586.000000 Penalty: 6184.216797
	Iteration 29Q: 3 clusters Score -3.055459e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135618 members 
Mstep: Class 2 contains 124315 members 
Entering Unmasked Estep 
Score: -30554710.000000 Penalty: 6184.216797
	Iteration 30Q: 3 clusters Score -3.055471e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136363 members 
Mstep: Class 2 contains 123570 members 
Entering Unmasked Estep 
Score: -30554754.000000 Penalty: 6184.216797
	Iteration 31Q: 3 clusters Score -3.055475e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137152 members 
Mstep: Class 2 contains 122781 members 
Entering Unmasked Estep 
Score: -30554834.000000 Penalty: 6184.216797
	Iteration 32Q: 3 clusters Score -3.055483e+07 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137968 members 
Mstep: Class 2 contains 121965 members 
Entering Unmasked Estep 
Score: -30554860.000000 Penalty: 6184.216797
	Iteration 33Q: 3 clusters Score -3.055486e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138817 members 
Mstep: Class 2 contains 121116 members 
Entering Unmasked Estep 
Score: -30554980.000000 Penalty: 6184.216797
	Iteration 34Q: 3 clusters Score -3.055498e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139627 members 
Mstep: Class 2 contains 120306 members 
Entering Unmasked Estep 
Score: -30555040.000000 Penalty: 6184.216797
	Iteration 35Q: 3 clusters Score -3.055504e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140438 members 
Mstep: Class 2 contains 119495 members 
Entering Unmasked Estep 
Score: -30555032.000000 Penalty: 6184.216797
	Iteration 36Q: 3 clusters Score -3.055503e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141249 members 
Mstep: Class 2 contains 118684 members 
Entering Unmasked Estep 
Score: -30555110.000000 Penalty: 6184.216797
	Iteration 37Q: 3 clusters Score -3.055511e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142090 members 
Mstep: Class 2 contains 117843 members 
Entering Unmasked Estep 
Score: -30555258.000000 Penalty: 6184.216797
	Iteration 38Q: 3 clusters Score -3.055526e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142987 members 
Mstep: Class 2 contains 116946 members 
Entering Unmasked Estep 
Score: -30555384.000000 Penalty: 6184.216797
	Iteration 39Q: 3 clusters Score -3.055538e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143928 members 
Mstep: Class 2 contains 116005 members 
Entering Unmasked Estep 
Score: -30555452.000000 Penalty: 6184.216797
	Iteration 40F: 3 clusters Score -3.055545e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144854 members 
Mstep: Class 2 contains 115079 members 
Entering Unmasked Estep 
Score: -30555544.000000 Penalty: 6184.216797
	Iteration 41Q: 3 clusters Score -3.055554e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145776 members 
Mstep: Class 2 contains 114157 members 
Entering Unmasked Estep 
Score: -30555622.000000 Penalty: 6184.216797
	Iteration 42Q: 3 clusters Score -3.055562e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146763 members 
Mstep: Class 2 contains 113170 members 
Entering Unmasked Estep 
Score: -30555774.000000 Penalty: 6184.216797
	Iteration 43Q: 3 clusters Score -3.055577e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147785 members 
Mstep: Class 2 contains 112148 members 
Entering Unmasked Estep 
Score: -30555904.000000 Penalty: 6184.216797
	Iteration 44Q: 3 clusters Score -3.05559e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148819 members 
Mstep: Class 2 contains 111114 members 
Entering Unmasked Estep 
Score: -30556014.000000 Penalty: 6184.216797
	Iteration 45Q: 3 clusters Score -3.055601e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149887 members 
Mstep: Class 2 contains 110046 members 
Entering Unmasked Estep 
Score: -30556020.000000 Penalty: 6184.216797
	Iteration 46Q: 3 clusters Score -3.055602e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150981 members 
Mstep: Class 2 contains 108952 members 
Entering Unmasked Estep 
Score: -30556286.000000 Penalty: 6184.216797
	Iteration 47Q: 3 clusters Score -3.055629e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152119 members 
Mstep: Class 2 contains 107814 members 
Entering Unmasked Estep 
Score: -30556390.000000 Penalty: 6184.216797
	Iteration 48Q: 3 clusters Score -3.055639e+07 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153306 members 
Mstep: Class 2 contains 106627 members 
Entering Unmasked Estep 
Score: -30556474.000000 Penalty: 6184.216797
	Iteration 49Q: 3 clusters Score -3.055647e+07 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154560 members 
Mstep: Class 2 contains 105373 members 
Entering Unmasked Estep 
Score: -30556516.000000 Penalty: 6184.216797
	Iteration 50Q: 3 clusters Score -3.055652e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155868 members 
Mstep: Class 2 contains 104065 members 
Entering Unmasked Estep 
Score: -30556668.000000 Penalty: 6184.216797
	Iteration 51Q: 3 clusters Score -3.055667e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157092 members 
Mstep: Class 2 contains 102841 members 
Entering Unmasked Estep 
Score: -30556740.000000 Penalty: 6184.216797
	Iteration 52Q: 3 clusters Score -3.055674e+07 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158341 members 
Mstep: Class 2 contains 101592 members 
Entering Unmasked Estep 
Score: -30556844.000000 Penalty: 6184.216797
	Iteration 53Q: 3 clusters Score -3.055684e+07 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159636 members 
Mstep: Class 2 contains 100297 members 
Entering Unmasked Estep 
Score: -30556938.000000 Penalty: 6184.216797
	Iteration 54Q: 3 clusters Score -3.055694e+07 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160942 members 
Mstep: Class 2 contains 98991 members 
Entering Unmasked Estep 
Score: -30557018.000000 Penalty: 6184.216797
	Iteration 55Q: 3 clusters Score -3.055702e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162271 members 
Mstep: Class 2 contains 97662 members 
Entering Unmasked Estep 
Score: -30557098.000000 Penalty: 6184.216797
	Iteration 56Q: 3 clusters Score -3.05571e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 96298 members 
Entering Unmasked Estep 
Score: -30557010.000000 Penalty: 6184.216797
	Iteration 57Q: 3 clusters Score -3.055701e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165058 members 
Mstep: Class 2 contains 94875 members 
Entering Unmasked Estep 
Score: -30557140.000000 Penalty: 6184.216797
	Iteration 58Q: 3 clusters Score -3.055714e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166515 members 
Mstep: Class 2 contains 93418 members 
Entering Unmasked Estep 
Score: -30557284.000000 Penalty: 6184.216797
	Iteration 59Q: 3 clusters Score -3.055728e+07 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167986 members 
Mstep: Class 2 contains 91947 members 
Entering Unmasked Estep 
Score: -30557462.000000 Penalty: 6184.216797
	Iteration 60F: 3 clusters Score -3.055746e+07 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169401 members 
Mstep: Class 2 contains 90532 members 
Entering Unmasked Estep 
Score: -30557484.000000 Penalty: 6184.216797
	Iteration 61Q: 3 clusters Score -3.055748e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170800 members 
Mstep: Class 2 contains 89133 members 
Entering Unmasked Estep 
Score: -30557614.000000 Penalty: 6184.216797
	Iteration 62Q: 3 clusters Score -3.055761e+07 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172190 members 
Mstep: Class 2 contains 87743 members 
Entering Unmasked Estep 
Score: -30557664.000000 Penalty: 6184.216797
	Iteration 63Q: 3 clusters Score -3.055766e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173654 members 
Mstep: Class 2 contains 86279 members 
Entering Unmasked Estep 
Score: -30557846.000000 Penalty: 6184.216797
	Iteration 64Q: 3 clusters Score -3.055785e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175139 members 
Mstep: Class 2 contains 84794 members 
Entering Unmasked Estep 
Score: -30557888.000000 Penalty: 6184.216797
	Iteration 65Q: 3 clusters Score -3.055789e+07 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176589 members 
Mstep: Class 2 contains 83344 members 
Entering Unmasked Estep 
Score: -30558036.000000 Penalty: 6184.216797
	Iteration 66Q: 3 clusters Score -3.055804e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178107 members 
Mstep: Class 2 contains 81826 members 
Entering Unmasked Estep 
Score: -30558162.000000 Penalty: 6184.216797
	Iteration 67Q: 3 clusters Score -3.055816e+07 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179718 members 
Mstep: Class 2 contains 80215 members 
Entering Unmasked Estep 
Score: -30558196.000000 Penalty: 6184.216797
	Iteration 68Q: 3 clusters Score -3.05582e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181487 members 
Mstep: Class 2 contains 78446 members 
Entering Unmasked Estep 
Score: -30558316.000000 Penalty: 6184.216797
	Iteration 69Q: 3 clusters Score -3.055832e+07 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183284 members 
Mstep: Class 2 contains 76649 members 
Entering Unmasked Estep 
Score: -30558478.000000 Penalty: 6184.216797
	Iteration 70Q: 3 clusters Score -3.055848e+07 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185096 members 
Mstep: Class 2 contains 74837 members 
Entering Unmasked Estep 
Score: -30558552.000000 Penalty: 6184.216797
	Iteration 71Q: 3 clusters Score -3.055855e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186939 members 
Mstep: Class 2 contains 72994 members 
Entering Unmasked Estep 
Score: -30558708.000000 Penalty: 6184.216797
	Iteration 72Q: 3 clusters Score -3.055871e+07 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188891 members 
Mstep: Class 2 contains 71042 members 
Entering Unmasked Estep 
Score: -30558902.000000 Penalty: 6184.216797
	Iteration 73Q: 3 clusters Score -3.05589e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190938 members 
Mstep: Class 2 contains 68995 members 
Entering Unmasked Estep 
Score: -30559026.000000 Penalty: 6184.216797
	Iteration 74Q: 3 clusters Score -3.055903e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193025 members 
Mstep: Class 2 contains 66908 members 
Entering Unmasked Estep 
Score: -30559288.000000 Penalty: 6184.216797
	Iteration 75Q: 3 clusters Score -3.055929e+07 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195152 members 
Mstep: Class 2 contains 64781 members 
Entering Unmasked Estep 
Score: -30559406.000000 Penalty: 6184.216797
	Iteration 76Q: 3 clusters Score -3.055941e+07 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197226 members 
Mstep: Class 2 contains 62707 members 
Entering Unmasked Estep 
Score: -30559610.000000 Penalty: 6184.216797
	Iteration 77Q: 3 clusters Score -3.055961e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199389 members 
Mstep: Class 2 contains 60544 members 
Entering Unmasked Estep 
Score: -30559892.000000 Penalty: 6184.216797
	Iteration 78Q: 3 clusters Score -3.055989e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201580 members 
Mstep: Class 2 contains 58353 members 
Entering Unmasked Estep 
Score: -30560172.000000 Penalty: 6184.216797
	Iteration 79Q: 3 clusters Score -3.056017e+07 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203763 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -30560470.000000 Penalty: 6184.216797
	Iteration 80F: 3 clusters Score -3.056047e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205832 members 
Mstep: Class 2 contains 54101 members 
Entering Unmasked Estep 
Score: -30560664.000000 Penalty: 6184.216797
	Iteration 81Q: 3 clusters Score -3.056066e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207983 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -30561072.000000 Penalty: 6184.216797
	Iteration 82Q: 3 clusters Score -3.056107e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210099 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -30561510.000000 Penalty: 6184.216797
	Iteration 83Q: 3 clusters Score -3.056151e+07 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212240 members 
Mstep: Class 2 contains 47693 members 
Entering Unmasked Estep 
Score: -30561854.000000 Penalty: 6184.216797
	Iteration 84Q: 3 clusters Score -3.056185e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214437 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -30562302.000000 Penalty: 6184.216797
	Iteration 85Q: 3 clusters Score -3.05623e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216670 members 
Mstep: Class 2 contains 43263 members 
Entering Unmasked Estep 
Score: -30562582.000000 Penalty: 6184.216797
	Iteration 86Q: 3 clusters Score -3.056258e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218907 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -30562904.000000 Penalty: 6184.216797
	Iteration 87Q: 3 clusters Score -3.05629e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221186 members 
Mstep: Class 2 contains 38747 members 
Entering Unmasked Estep 
Score: -30563370.000000 Penalty: 6184.216797
	Iteration 88Q: 3 clusters Score -3.056337e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223372 members 
Mstep: Class 2 contains 36561 members 
Entering Unmasked Estep 
Score: -30563822.000000 Penalty: 6184.216797
	Iteration 89Q: 3 clusters Score -3.056382e+07 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225566 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -30564284.000000 Penalty: 6184.216797
	Iteration 90Q: 3 clusters Score -3.056428e+07 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227757 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -30564832.000000 Penalty: 6184.216797
	Iteration 91Q: 3 clusters Score -3.056483e+07 nChanged 2140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229897 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -30565380.000000 Penalty: 6184.216797
	Iteration 92Q: 3 clusters Score -3.056538e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232003 members 
Mstep: Class 2 contains 27930 members 
Entering Unmasked Estep 
Score: -30565906.000000 Penalty: 6184.216797
	Iteration 93Q: 3 clusters Score -3.056591e+07 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234082 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -30566430.000000 Penalty: 6184.216797
	Iteration 94Q: 3 clusters Score -3.056643e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236057 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -30566782.000000 Penalty: 6184.216797
	Iteration 95Q: 3 clusters Score -3.056678e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237939 members 
Mstep: Class 2 contains 21994 members 
Entering Unmasked Estep 
Score: -30567408.000000 Penalty: 6184.216797
	Iteration 96Q: 3 clusters Score -3.056741e+07 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239788 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -30567890.000000 Penalty: 6184.216797
	Iteration 97Q: 3 clusters Score -3.056789e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241554 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -30568280.000000 Penalty: 6184.216797
	Iteration 98Q: 3 clusters Score -3.056828e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243214 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -30568874.000000 Penalty: 6184.216797
	Iteration 99Q: 3 clusters Score -3.056887e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244765 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -30569408.000000 Penalty: 6184.216797
	Iteration 100F: 3 clusters Score -3.056941e+07 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246162 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -30569630.000000 Penalty: 6184.216797
	Iteration 101Q: 3 clusters Score -3.056963e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247455 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -30570048.000000 Penalty: 6184.216797
	Iteration 102Q: 3 clusters Score -3.057005e+07 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248605 members 
Mstep: Class 2 contains 11328 members 
Entering Unmasked Estep 
Score: -30570306.000000 Penalty: 6184.216797
	Iteration 103Q: 3 clusters Score -3.057031e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249661 members 
Mstep: Class 2 contains 10272 members 
Entering Unmasked Estep 
Score: -30570570.000000 Penalty: 6184.216797
	Iteration 104Q: 3 clusters Score -3.057057e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250605 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -30570936.000000 Penalty: 6184.216797
	Iteration 105Q: 3 clusters Score -3.057094e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251418 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -30571120.000000 Penalty: 6184.216797
	Iteration 106Q: 3 clusters Score -3.057112e+07 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252175 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -30571218.000000 Penalty: 6184.216797
	Iteration 107Q: 3 clusters Score -3.057122e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252807 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -30571420.000000 Penalty: 6184.216797
	Iteration 108Q: 3 clusters Score -3.057142e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253371 members 
Mstep: Class 2 contains 6562 members 
Entering Unmasked Estep 
Score: -30571494.000000 Penalty: 6184.216797
	Iteration 109Q: 3 clusters Score -3.057149e+07 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253850 members 
Mstep: Class 2 contains 6083 members 
Entering Unmasked Estep 
Score: -30571648.000000 Penalty: 6184.216797
	Iteration 110Q: 3 clusters Score -3.057165e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254276 members 
Mstep: Class 2 contains 5657 members 
Entering Unmasked Estep 
Score: -30571658.000000 Penalty: 6184.216797
	Iteration 111Q: 3 clusters Score -3.057166e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254659 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -30571752.000000 Penalty: 6184.216797
	Iteration 112Q: 3 clusters Score -3.057175e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255013 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -30571822.000000 Penalty: 6184.216797
	Iteration 113Q: 3 clusters Score -3.057182e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255319 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -30571982.000000 Penalty: 6184.216797
	Iteration 114Q: 3 clusters Score -3.057198e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255595 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -30572066.000000 Penalty: 6184.216797
	Iteration 115Q: 3 clusters Score -3.057207e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255824 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -30572104.000000 Penalty: 6184.216797
	Iteration 116Q: 3 clusters Score -3.05721e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256014 members 
Mstep: Class 2 contains 3919 members 
Entering Unmasked Estep 
Score: -30572126.000000 Penalty: 6184.216797
	Iteration 117Q: 3 clusters Score -3.057213e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256203 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -30572202.000000 Penalty: 6184.216797
	Iteration 118Q: 3 clusters Score -3.05722e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256372 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -30572246.000000 Penalty: 6184.216797
	Iteration 119Q: 3 clusters Score -3.057225e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256525 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -30572310.000000 Penalty: 6184.216797
	Iteration 120F: 3 clusters Score -3.057231e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256648 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -30572350.000000 Penalty: 6184.216797
	Iteration 121Q: 3 clusters Score -3.057235e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256764 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -30572392.000000 Penalty: 6184.216797
	Iteration 122Q: 3 clusters Score -3.057239e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256865 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -30572396.000000 Penalty: 6184.216797
	Iteration 123Q: 3 clusters Score -3.05724e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256944 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -30572454.000000 Penalty: 6184.216797
	Iteration 124Q: 3 clusters Score -3.057245e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257012 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -30572510.000000 Penalty: 6184.216797
	Iteration 125Q: 3 clusters Score -3.057251e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257066 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -30572496.000000 Penalty: 6184.216797
	Iteration 126Q: 3 clusters Score -3.05725e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257125 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -30572518.000000 Penalty: 6184.216797
	Iteration 127Q: 3 clusters Score -3.057252e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257190 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -30572512.000000 Penalty: 6184.216797
	Iteration 128Q: 3 clusters Score -3.057251e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257254 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -30572540.000000 Penalty: 6184.216797
	Iteration 129Q: 3 clusters Score -3.057254e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257327 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -30572592.000000 Penalty: 6184.216797
	Iteration 130Q: 3 clusters Score -3.057259e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257378 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -30572598.000000 Penalty: 6184.216797
	Iteration 131Q: 3 clusters Score -3.05726e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257427 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -30572608.000000 Penalty: 6184.216797
	Iteration 132Q: 3 clusters Score -3.057261e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257470 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -30572602.000000 Penalty: 6184.216797
	Iteration 133Q: 3 clusters Score -3.05726e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257504 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -30572572.000000 Penalty: 6184.216797
	Iteration 134Q: 3 clusters Score -3.057257e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257535 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -30572580.000000 Penalty: 6184.216797
	Iteration 135Q: 3 clusters Score -3.057258e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257564 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -30572596.000000 Penalty: 6184.216797
	Iteration 136Q: 3 clusters Score -3.05726e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257597 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -30572588.000000 Penalty: 6184.216797
	Iteration 137Q: 3 clusters Score -3.057259e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257631 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -30572604.000000 Penalty: 6184.216797
	Iteration 138Q: 3 clusters Score -3.05726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257655 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -30572598.000000 Penalty: 6184.216797
	Iteration 139Q: 3 clusters Score -3.05726e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257671 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -30572614.000000 Penalty: 6184.216797
	Iteration 140F: 3 clusters Score -3.057261e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257679 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -30572618.000000 Penalty: 6184.216797
	Iteration 141Q: 3 clusters Score -3.057262e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257687 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -30572610.000000 Penalty: 6184.216797
	Iteration 142Q: 3 clusters Score -3.057261e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257693 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -30572602.000000 Penalty: 6184.216797
	Iteration 143Q: 3 clusters Score -3.05726e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257699 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -30572608.000000 Penalty: 6184.216797
	Iteration 144Q: 3 clusters Score -3.057261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257702 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -30572614.000000 Penalty: 6184.216797
	Iteration 145Q: 3 clusters Score -3.057261e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257705 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -30572614.000000 Penalty: 6184.216797
	Iteration 146Q: 3 clusters Score -3.057261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257706 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -30572608.000000 Penalty: 6184.216797
	Iteration 147Q: 3 clusters Score -3.057261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257708 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -30572616.000000 Penalty: 6184.216797
	Iteration 148Q: 3 clusters Score -3.057262e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257710 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -30572616.000000 Penalty: 6184.216797
	Iteration 149Q: 3 clusters Score -3.057262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257713 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -30572626.000000 Penalty: 6184.216797
	Iteration 150Q: 3 clusters Score -3.057263e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257716 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -30572620.000000 Penalty: 6184.216797
	Iteration 151Q: 3 clusters Score -3.057262e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257719 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -30572606.000000 Penalty: 6184.216797
	Iteration 152Q: 3 clusters Score -3.057261e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257720 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -30572596.000000 Penalty: 6184.216797
	Iteration 153Q: 3 clusters Score -3.05726e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257720 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -30572596.000000 Penalty: 6184.216797
	Iteration 154F: 3 clusters Score -3.05726e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (165993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165993 members 
Entering Unmasked Estep 
Score: -19545634.000000 Penalty: 2980.885742
	Iteration 0F: 2 clusters Score -1.954563e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83467 members 
Mstep: Class 2 contains 82526 members 
Entering Unmasked Estep 
Score: -19435254.000000 Penalty: 5961.771484
	Iteration 0F: 3 clusters Score -1.943525e+07 nChanged 79470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90795 members 
Mstep: Class 2 contains 75198 members 
Entering Unmasked Estep 
Score: -19482340.000000 Penalty: 5961.771484
	Iteration 1F: 3 clusters Score -1.948234e+07 nChanged 6749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95608 members 
Mstep: Class 2 contains 70385 members 
Entering Unmasked Estep 
Score: -19484630.000000 Penalty: 5961.771484
	Iteration 2Q: 3 clusters Score -1.948463e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102792 members 
Mstep: Class 2 contains 63201 members 
Entering Unmasked Estep 
Score: -19488832.000000 Penalty: 5961.771484
	Iteration 3F: 3 clusters Score -1.948883e+07 nChanged 11209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112879 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -19495890.000000 Penalty: 5961.771484
	Iteration 4F: 3 clusters Score -1.949589e+07 nChanged 13786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125939 members 
Mstep: Class 2 contains 40054 members 
Entering Unmasked Estep 
Score: -19506978.000000 Penalty: 5961.771484
	Iteration 5F: 3 clusters Score -1.950698e+07 nChanged 14081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139678 members 
Mstep: Class 2 contains 26315 members 
Entering Unmasked Estep 
Score: -19520368.000000 Penalty: 5961.771484
	Iteration 6F: 3 clusters Score -1.952037e+07 nChanged 10933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150475 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
Score: -19531176.000000 Penalty: 5961.771484
	Iteration 7F: 3 clusters Score -1.953118e+07 nChanged 6326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156665 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -19537548.000000 Penalty: 5961.771484
	Iteration 8Q: 3 clusters Score -1.953755e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159561 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -19540488.000000 Penalty: 5961.771484
	Iteration 9Q: 3 clusters Score -1.954049e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160951 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -19541784.000000 Penalty: 5961.771484
	Iteration 10Q: 3 clusters Score -1.954178e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161710 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -19542448.000000 Penalty: 5961.771484
	Iteration 11Q: 3 clusters Score -1.954245e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162197 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -19542770.000000 Penalty: 5961.771484
	Iteration 12Q: 3 clusters Score -1.954277e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162548 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -19542972.000000 Penalty: 5961.771484
	Iteration 13Q: 3 clusters Score -1.954297e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162823 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -19543152.000000 Penalty: 5961.771484
	Iteration 14Q: 3 clusters Score -1.954315e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163011 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -19543228.000000 Penalty: 5961.771484
	Iteration 15Q: 3 clusters Score -1.954323e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163180 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -19543292.000000 Penalty: 5961.771484
	Iteration 16Q: 3 clusters Score -1.954329e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163313 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -19543332.000000 Penalty: 5961.771484
	Iteration 17Q: 3 clusters Score -1.954333e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163423 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -19543384.000000 Penalty: 5961.771484
	Iteration 18Q: 3 clusters Score -1.954338e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163529 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -19543472.000000 Penalty: 5961.771484
	Iteration 19Q: 3 clusters Score -1.954347e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163630 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -19543526.000000 Penalty: 5961.771484
	Iteration 20F: 3 clusters Score -1.954353e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163678 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -19543558.000000 Penalty: 5961.771484
	Iteration 21Q: 3 clusters Score -1.954356e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163714 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -19543572.000000 Penalty: 5961.771484
	Iteration 22Q: 3 clusters Score -1.954357e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163750 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -19543588.000000 Penalty: 5961.771484
	Iteration 23Q: 3 clusters Score -1.954359e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163767 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -19543594.000000 Penalty: 5961.771484
	Iteration 24Q: 3 clusters Score -1.954359e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163788 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -19543590.000000 Penalty: 5961.771484
	Iteration 25Q: 3 clusters Score -1.954359e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163808 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -19543574.000000 Penalty: 5961.771484
	Iteration 26Q: 3 clusters Score -1.954357e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163823 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -19543574.000000 Penalty: 5961.771484
	Iteration 27Q: 3 clusters Score -1.954357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163840 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -19543574.000000 Penalty: 5961.771484
	Iteration 28Q: 3 clusters Score -1.954357e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163852 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -19543540.000000 Penalty: 5961.771484
	Iteration 29Q: 3 clusters Score -1.954354e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163859 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -19543546.000000 Penalty: 5961.771484
	Iteration 30Q: 3 clusters Score -1.954355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163865 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -19543548.000000 Penalty: 5961.771484
	Iteration 31Q: 3 clusters Score -1.954355e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163877 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -19543566.000000 Penalty: 5961.771484
	Iteration 32Q: 3 clusters Score -1.954357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163884 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -19543548.000000 Penalty: 5961.771484
	Iteration 33Q: 3 clusters Score -1.954355e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163891 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -19543550.000000 Penalty: 5961.771484
	Iteration 34Q: 3 clusters Score -1.954355e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163896 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -19543558.000000 Penalty: 5961.771484
	Iteration 35Q: 3 clusters Score -1.954356e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163898 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -19543568.000000 Penalty: 5961.771484
	Iteration 36Q: 3 clusters Score -1.954357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163902 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -19543564.000000 Penalty: 5961.771484
	Iteration 37Q: 3 clusters Score -1.954356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163906 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -19543552.000000 Penalty: 5961.771484
	Iteration 38Q: 3 clusters Score -1.954355e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163910 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -19543564.000000 Penalty: 5961.771484
	Iteration 39Q: 3 clusters Score -1.954356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163917 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -19543560.000000 Penalty: 5961.771484
	Iteration 40F: 3 clusters Score -1.954356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163926 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -19543554.000000 Penalty: 5961.771484
	Iteration 41Q: 3 clusters Score -1.954355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163928 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -19543550.000000 Penalty: 5961.771484
	Iteration 42Q: 3 clusters Score -1.954355e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163932 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -19543558.000000 Penalty: 5961.771484
	Iteration 43Q: 3 clusters Score -1.954356e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163936 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -19543542.000000 Penalty: 5961.771484
	Iteration 44Q: 3 clusters Score -1.954354e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163937 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -19543566.000000 Penalty: 5961.771484
	Iteration 45Q: 3 clusters Score -1.954357e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163941 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -19543560.000000 Penalty: 5961.771484
	Iteration 46Q: 3 clusters Score -1.954356e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163946 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -19543560.000000 Penalty: 5961.771484
	Iteration 47Q: 3 clusters Score -1.954356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163952 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -19543552.000000 Penalty: 5961.771484
	Iteration 48Q: 3 clusters Score -1.954355e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163960 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -19543564.000000 Penalty: 5961.771484
	Iteration 49Q: 3 clusters Score -1.954356e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163966 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -19543570.000000 Penalty: 5961.771484
	Iteration 50Q: 3 clusters Score -1.954357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163969 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -19543574.000000 Penalty: 5961.771484
	Iteration 51Q: 3 clusters Score -1.954357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163972 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19543586.000000 Penalty: 5961.771484
	Iteration 52Q: 3 clusters Score -1.954359e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163972 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -19543580.000000 Penalty: 5961.771484
	Iteration 53Q: 3 clusters Score -1.954358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163975 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -19543578.000000 Penalty: 5961.771484
	Iteration 54Q: 3 clusters Score -1.954358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163976 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -19543582.000000 Penalty: 5961.771484
	Iteration 55Q: 3 clusters Score -1.954358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -19543582.000000 Penalty: 5961.771484
	Iteration 56Q: 3 clusters Score -1.954358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163977 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -19543582.000000 Penalty: 5961.771484
	Iteration 57F: 3 clusters Score -1.954358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 93331 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 26235 members 
Mstep: Class 5 contains 120556 members 
Mstep: Class 6 contains 298405 members 
Mstep: Class 7 contains 6198 members 
Mstep: Class 8 contains 22375 members 
Mstep: Class 9 contains 17818 members 
Mstep: Class 10 contains 2022 members 
Mstep: Class 11 contains 3981 members 
Mstep: Class 12 contains 11639 members 
Mstep: Class 13 contains 201692 members 
Mstep: Class 14 contains 10618 members 
Mstep: Class 15 contains 3697 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 8929 members 
Mstep: Class 18 contains 4039 members 
Mstep: Class 19 contains 18742 members 
Mstep: Class 20 contains 11105 members 
Mstep: Class 21 contains 13465 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 63749 members 
Mstep: Class 24 contains 18929 members 
Mstep: Class 25 contains 11074 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 259933 members 
Mstep: Class 29 contains 165993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455376.000000 Penalty: 101876.304688
Iteration 79Q: 30 clusters Score -1.614554e+08 nChanged 6484
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 93292 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 26208 members 
Mstep: Class 5 contains 120885 members 
Mstep: Class 6 contains 298579 members 
Mstep: Class 7 contains 6176 members 
Mstep: Class 8 contains 22467 members 
Mstep: Class 9 contains 17833 members 
Mstep: Class 10 contains 2015 members 
Mstep: Class 11 contains 3881 members 
Mstep: Class 12 contains 11649 members 
Mstep: Class 13 contains 201837 members 
Mstep: Class 14 contains 10532 members 
Mstep: Class 15 contains 3696 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 8973 members 
Mstep: Class 18 contains 4073 members 
Mstep: Class 19 contains 18745 members 
Mstep: Class 20 contains 11088 members 
Mstep: Class 21 contains 13517 members 
Mstep: Class 22 contains 2182 members 
Mstep: Class 23 contains 63878 members 
Mstep: Class 24 contains 18929 members 
Mstep: Class 25 contains 11061 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 258785 members 
Mstep: Class 29 contains 166282 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455280.000000 Penalty: 101876.304688
Iteration 80F: 30 clusters Score -1.614553e+08 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17205 members 
Mstep: Class 2 contains 93211 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 26170 members 
Mstep: Class 5 contains 121236 members 
Mstep: Class 6 contains 298812 members 
Mstep: Class 7 contains 6156 members 
Mstep: Class 8 contains 22562 members 
Mstep: Class 9 contains 17842 members 
Mstep: Class 10 contains 2010 members 
Mstep: Class 11 contains 3774 members 
Mstep: Class 12 contains 11666 members 
Mstep: Class 13 contains 201888 members 
Mstep: Class 14 contains 10438 members 
Mstep: Class 15 contains 3700 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9011 members 
Mstep: Class 18 contains 4110 members 
Mstep: Class 19 contains 18746 members 
Mstep: Class 20 contains 11069 members 
Mstep: Class 21 contains 13570 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 64016 members 
Mstep: Class 24 contains 18923 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 257641 members 
Mstep: Class 29 contains 166609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455152.000000 Penalty: 101876.304688
Iteration 81Q: 30 clusters Score -1.614552e+08 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 93164 members 
Mstep: Class 3 contains 1678 members 
Mstep: Class 4 contains 26143 members 
Mstep: Class 5 contains 121608 members 
Mstep: Class 6 contains 298977 members 
Mstep: Class 7 contains 6140 members 
Mstep: Class 8 contains 22641 members 
Mstep: Class 9 contains 17852 members 
Mstep: Class 10 contains 2007 members 
Mstep: Class 11 contains 3660 members 
Mstep: Class 12 contains 11681 members 
Mstep: Class 13 contains 201989 members 
Mstep: Class 14 contains 10364 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9052 members 
Mstep: Class 18 contains 4135 members 
Mstep: Class 19 contains 18746 members 
Mstep: Class 20 contains 11045 members 
Mstep: Class 21 contains 13609 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 64169 members 
Mstep: Class 24 contains 18913 members 
Mstep: Class 25 contains 11060 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 256424 members 
Mstep: Class 29 contains 166975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453968.000000 Penalty: 101876.304688
Iteration 82Q: 30 clusters Score -1.61454e+08 nChanged 6290
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 93086 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 26111 members 
Mstep: Class 5 contains 122076 members 
Mstep: Class 6 contains 299034 members 
Mstep: Class 7 contains 6130 members 
Mstep: Class 8 contains 22737 members 
Mstep: Class 9 contains 17847 members 
Mstep: Class 10 contains 2001 members 
Mstep: Class 11 contains 3581 members 
Mstep: Class 12 contains 11696 members 
Mstep: Class 13 contains 202095 members 
Mstep: Class 14 contains 10277 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9085 members 
Mstep: Class 18 contains 4157 members 
Mstep: Class 19 contains 18747 members 
Mstep: Class 20 contains 11021 members 
Mstep: Class 21 contains 13640 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 64326 members 
Mstep: Class 24 contains 18904 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 255199 members 
Mstep: Class 29 contains 167384 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453824.000000 Penalty: 101876.304688
Iteration 83Q: 30 clusters Score -1.614538e+08 nChanged 6159
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 93017 members 
Mstep: Class 3 contains 1682 members 
Mstep: Class 4 contains 26088 members 
Mstep: Class 5 contains 122567 members 
Mstep: Class 6 contains 299071 members 
Mstep: Class 7 contains 6122 members 
Mstep: Class 8 contains 22828 members 
Mstep: Class 9 contains 17837 members 
Mstep: Class 10 contains 1995 members 
Mstep: Class 11 contains 3504 members 
Mstep: Class 12 contains 11704 members 
Mstep: Class 13 contains 202233 members 
Mstep: Class 14 contains 10198 members 
Mstep: Class 15 contains 3706 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9111 members 
Mstep: Class 18 contains 4174 members 
Mstep: Class 19 contains 18745 members 
Mstep: Class 20 contains 11001 members 
Mstep: Class 21 contains 13680 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 64500 members 
Mstep: Class 24 contains 18894 members 
Mstep: Class 25 contains 11061 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 253833 members 
Mstep: Class 29 contains 167879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453696.000000 Penalty: 101876.304688
Iteration 84Q: 30 clusters Score -1.614537e+08 nChanged 6157
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 92957 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 26065 members 
Mstep: Class 5 contains 123149 members 
Mstep: Class 6 contains 299182 members 
Mstep: Class 7 contains 6116 members 
Mstep: Class 8 contains 22916 members 
Mstep: Class 9 contains 17832 members 
Mstep: Class 10 contains 1990 members 
Mstep: Class 11 contains 3408 members 
Mstep: Class 12 contains 11712 members 
Mstep: Class 13 contains 202326 members 
Mstep: Class 14 contains 10111 members 
Mstep: Class 15 contains 3707 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9138 members 
Mstep: Class 18 contains 4190 members 
Mstep: Class 19 contains 18754 members 
Mstep: Class 20 contains 10981 members 
Mstep: Class 21 contains 13716 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 64685 members 
Mstep: Class 24 contains 18885 members 
Mstep: Class 25 contains 11064 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 252340 members 
Mstep: Class 29 contains 168371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453392.000000 Penalty: 101876.304688
Iteration 85Q: 30 clusters Score -1.614534e+08 nChanged 6176
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 92905 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 26034 members 
Mstep: Class 5 contains 123788 members 
Mstep: Class 6 contains 299326 members 
Mstep: Class 7 contains 6118 members 
Mstep: Class 8 contains 22992 members 
Mstep: Class 9 contains 17834 members 
Mstep: Class 10 contains 1986 members 
Mstep: Class 11 contains 3303 members 
Mstep: Class 12 contains 11720 members 
Mstep: Class 13 contains 202436 members 
Mstep: Class 14 contains 10027 members 
Mstep: Class 15 contains 3704 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9165 members 
Mstep: Class 18 contains 4207 members 
Mstep: Class 19 contains 18762 members 
Mstep: Class 20 contains 10954 members 
Mstep: Class 21 contains 13746 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 64825 members 
Mstep: Class 24 contains 18877 members 
Mstep: Class 25 contains 11069 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 250798 members 
Mstep: Class 29 contains 168860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452624.000000 Penalty: 101876.304688
Iteration 86Q: 30 clusters Score -1.614526e+08 nChanged 6193
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 18153 members 
Mstep: Class 2 contains 92886 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 26009 members 
Mstep: Class 5 contains 124514 members 
Mstep: Class 6 contains 299356 members 
Mstep: Class 7 contains 6112 members 
Mstep: Class 8 contains 23070 members 
Mstep: Class 9 contains 17830 members 
Mstep: Class 10 contains 1982 members 
Mstep: Class 11 contains 3193 members 
Mstep: Class 12 contains 11730 members 
Mstep: Class 13 contains 202505 members 
Mstep: Class 14 contains 9949 members 
Mstep: Class 15 contains 3706 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9183 members 
Mstep: Class 18 contains 4224 members 
Mstep: Class 19 contains 18776 members 
Mstep: Class 20 contains 10930 members 
Mstep: Class 21 contains 13782 members 
Mstep: Class 22 contains 2176 members 
Mstep: Class 23 contains 64971 members 
Mstep: Class 24 contains 18872 members 
Mstep: Class 25 contains 11069 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 249199 members 
Mstep: Class 29 contains 169414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452544.000000 Penalty: 101876.304688
Iteration 87Q: 30 clusters Score -1.614525e+08 nChanged 6132
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 92841 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 25982 members 
Mstep: Class 5 contains 125271 members 
Mstep: Class 6 contains 299558 members 
Mstep: Class 7 contains 6105 members 
Mstep: Class 8 contains 23157 members 
Mstep: Class 9 contains 17830 members 
Mstep: Class 10 contains 1974 members 
Mstep: Class 11 contains 3055 members 
Mstep: Class 12 contains 11735 members 
Mstep: Class 13 contains 202607 members 
Mstep: Class 14 contains 9868 members 
Mstep: Class 15 contains 3706 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9205 members 
Mstep: Class 18 contains 4237 members 
Mstep: Class 19 contains 18781 members 
Mstep: Class 20 contains 10908 members 
Mstep: Class 21 contains 13809 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 65112 members 
Mstep: Class 24 contains 18865 members 
Mstep: Class 25 contains 11078 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 247481 members 
Mstep: Class 29 contains 169942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452400.000000 Penalty: 101876.304688
Iteration 88Q: 30 clusters Score -1.614524e+08 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 92811 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 25950 members 
Mstep: Class 5 contains 126022 members 
Mstep: Class 6 contains 299710 members 
Mstep: Class 7 contains 6109 members 
Mstep: Class 8 contains 23244 members 
Mstep: Class 9 contains 17831 members 
Mstep: Class 10 contains 1969 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 11744 members 
Mstep: Class 13 contains 202740 members 
Mstep: Class 14 contains 9784 members 
Mstep: Class 15 contains 3705 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9231 members 
Mstep: Class 18 contains 4246 members 
Mstep: Class 19 contains 18791 members 
Mstep: Class 20 contains 10890 members 
Mstep: Class 21 contains 13850 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 65278 members 
Mstep: Class 24 contains 18852 members 
Mstep: Class 25 contains 11072 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 245718 members 
Mstep: Class 29 contains 170491 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452192.000000 Penalty: 101876.304688
Iteration 89Q: 30 clusters Score -1.614522e+08 nChanged 6151
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 92770 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 25926 members 
Mstep: Class 5 contains 126764 members 
Mstep: Class 6 contains 299926 members 
Mstep: Class 7 contains 6106 members 
Mstep: Class 8 contains 23310 members 
Mstep: Class 9 contains 17841 members 
Mstep: Class 10 contains 1961 members 
Mstep: Class 11 contains 2837 members 
Mstep: Class 12 contains 11750 members 
Mstep: Class 13 contains 202829 members 
Mstep: Class 14 contains 9724 members 
Mstep: Class 15 contains 3702 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 9239 members 
Mstep: Class 18 contains 4259 members 
Mstep: Class 19 contains 18797 members 
Mstep: Class 20 contains 10873 members 
Mstep: Class 21 contains 13885 members 
Mstep: Class 22 contains 2176 members 
Mstep: Class 23 contains 65409 members 
Mstep: Class 24 contains 18851 members 
Mstep: Class 25 contains 11067 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 243919 members 
Mstep: Class 29 contains 171077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451728.000000 Penalty: 101876.304688
Iteration 90Q: 30 clusters Score -1.614517e+08 nChanged 6148
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 92702 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 25919 members 
Mstep: Class 5 contains 127597 members 
Mstep: Class 6 contains 300030 members 
Mstep: Class 7 contains 6103 members 
Mstep: Class 8 contains 23366 members 
Mstep: Class 9 contains 17851 members 
Mstep: Class 10 contains 1952 members 
Mstep: Class 11 contains 2751 members 
Mstep: Class 12 contains 11754 members 
Mstep: Class 13 contains 202953 members 
Mstep: Class 14 contains 9668 members 
Mstep: Class 15 contains 3699 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 9229 members 
Mstep: Class 18 contains 4269 members 
Mstep: Class 19 contains 18798 members 
Mstep: Class 20 contains 10857 members 
Mstep: Class 21 contains 13917 members 
Mstep: Class 22 contains 2176 members 
Mstep: Class 23 contains 65550 members 
Mstep: Class 24 contains 18846 members 
Mstep: Class 25 contains 11064 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 242083 members 
Mstep: Class 29 contains 171711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451248.000000 Penalty: 101876.304688
Iteration 91Q: 30 clusters Score -1.614512e+08 nChanged 6008
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 92648 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 25903 members 
Mstep: Class 5 contains 128558 members 
Mstep: Class 6 contains 300139 members 
Mstep: Class 7 contains 6101 members 
Mstep: Class 8 contains 23404 members 
Mstep: Class 9 contains 17854 members 
Mstep: Class 10 contains 1945 members 
Mstep: Class 11 contains 2648 members 
Mstep: Class 12 contains 11752 members 
Mstep: Class 13 contains 202999 members 
Mstep: Class 14 contains 9617 members 
Mstep: Class 15 contains 3694 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 9242 members 
Mstep: Class 18 contains 4286 members 
Mstep: Class 19 contains 18809 members 
Mstep: Class 20 contains 10839 members 
Mstep: Class 21 contains 13960 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 65666 members 
Mstep: Class 24 contains 18841 members 
Mstep: Class 25 contains 11061 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 240256 members 
Mstep: Class 29 contains 172303 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450880.000000 Penalty: 101876.304688
Iteration 92Q: 30 clusters Score -1.614509e+08 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 92613 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 25886 members 
Mstep: Class 5 contains 129570 members 
Mstep: Class 6 contains 300213 members 
Mstep: Class 7 contains 6098 members 
Mstep: Class 8 contains 23465 members 
Mstep: Class 9 contains 17852 members 
Mstep: Class 10 contains 1933 members 
Mstep: Class 11 contains 2567 members 
Mstep: Class 12 contains 11757 members 
Mstep: Class 13 contains 203082 members 
Mstep: Class 14 contains 9570 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 9243 members 
Mstep: Class 18 contains 4298 members 
Mstep: Class 19 contains 18812 members 
Mstep: Class 20 contains 10819 members 
Mstep: Class 21 contains 14014 members 
Mstep: Class 22 contains 2176 members 
Mstep: Class 23 contains 65742 members 
Mstep: Class 24 contains 18832 members 
Mstep: Class 25 contains 11057 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 238395 members 
Mstep: Class 29 contains 172850 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450448.000000 Penalty: 101876.304688
Iteration 93Q: 30 clusters Score -1.614504e+08 nChanged 5818
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 92607 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 25884 members 
Mstep: Class 5 contains 130633 members 
Mstep: Class 6 contains 300277 members 
Mstep: Class 7 contains 6095 members 
Mstep: Class 8 contains 23506 members 
Mstep: Class 9 contains 17856 members 
Mstep: Class 10 contains 1931 members 
Mstep: Class 11 contains 2477 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 203209 members 
Mstep: Class 14 contains 9524 members 
Mstep: Class 15 contains 3691 members 
Mstep: Class 16 contains 2137 members 
Mstep: Class 17 contains 9247 members 
Mstep: Class 18 contains 4314 members 
Mstep: Class 19 contains 18817 members 
Mstep: Class 20 contains 10795 members 
Mstep: Class 21 contains 14052 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 65834 members 
Mstep: Class 24 contains 18830 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 236432 members 
Mstep: Class 29 contains 173340 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 11. Lose 3461.327637 but Gain 3512.976562
Score: -161450992.000000 Penalty: 98363.328125
Iteration 94Q: 29 clusters Score -1.61451e+08 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19438 members 
Mstep: Class 2 contains 92638 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 25917 members 
Mstep: Class 5 contains 133052 members 
Mstep: Class 6 contains 300397 members 
Mstep: Class 7 contains 6093 members 
Mstep: Class 8 contains 23542 members 
Mstep: Class 9 contains 17874 members 
Mstep: Class 10 contains 1934 members 
Mstep: Class 12 contains 11762 members 
Mstep: Class 13 contains 203567 members 
Mstep: Class 14 contains 9481 members 
Mstep: Class 15 contains 3695 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9252 members 
Mstep: Class 18 contains 4324 members 
Mstep: Class 19 contains 18820 members 
Mstep: Class 20 contains 10769 members 
Mstep: Class 21 contains 14117 members 
Mstep: Class 22 contains 2181 members 
Mstep: Class 23 contains 65993 members 
Mstep: Class 24 contains 18827 members 
Mstep: Class 25 contains 11055 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 234590 members 
Mstep: Class 29 contains 174279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453440.000000 Penalty: 98363.328125
Iteration 95Q: 29 clusters Score -1.614534e+08 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 92567 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 25902 members 
Mstep: Class 5 contains 134908 members 
Mstep: Class 6 contains 300406 members 
Mstep: Class 7 contains 6085 members 
Mstep: Class 8 contains 23581 members 
Mstep: Class 9 contains 17874 members 
Mstep: Class 10 contains 1929 members 
Mstep: Class 12 contains 11769 members 
Mstep: Class 13 contains 203429 members 
Mstep: Class 14 contains 9439 members 
Mstep: Class 15 contains 3692 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9249 members 
Mstep: Class 18 contains 4340 members 
Mstep: Class 19 contains 18820 members 
Mstep: Class 20 contains 10737 members 
Mstep: Class 21 contains 14155 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 66050 members 
Mstep: Class 24 contains 18824 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 232375 members 
Mstep: Class 29 contains 174617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452896.000000 Penalty: 98363.328125
Iteration 96Q: 29 clusters Score -1.614529e+08 nChanged 6491
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19755 members 
Mstep: Class 2 contains 92503 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 25902 members 
Mstep: Class 5 contains 136787 members 
Mstep: Class 6 contains 300571 members 
Mstep: Class 7 contains 6080 members 
Mstep: Class 8 contains 23623 members 
Mstep: Class 9 contains 17879 members 
Mstep: Class 10 contains 1926 members 
Mstep: Class 12 contains 11768 members 
Mstep: Class 13 contains 203386 members 
Mstep: Class 14 contains 9405 members 
Mstep: Class 15 contains 3689 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9247 members 
Mstep: Class 18 contains 4351 members 
Mstep: Class 19 contains 18806 members 
Mstep: Class 20 contains 10712 members 
Mstep: Class 21 contains 14192 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 66136 members 
Mstep: Class 24 contains 18817 members 
Mstep: Class 25 contains 11059 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 229989 members 
Mstep: Class 29 contains 174830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452416.000000 Penalty: 98363.328125
Iteration 97Q: 29 clusters Score -1.614524e+08 nChanged 6453
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 92419 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 25890 members 
Mstep: Class 5 contains 138720 members 
Mstep: Class 6 contains 300785 members 
Mstep: Class 7 contains 6079 members 
Mstep: Class 8 contains 23659 members 
Mstep: Class 9 contains 17891 members 
Mstep: Class 10 contains 1921 members 
Mstep: Class 12 contains 11785 members 
Mstep: Class 13 contains 203397 members 
Mstep: Class 14 contains 9367 members 
Mstep: Class 15 contains 3687 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9253 members 
Mstep: Class 18 contains 4358 members 
Mstep: Class 19 contains 18805 members 
Mstep: Class 20 contains 10691 members 
Mstep: Class 21 contains 14225 members 
Mstep: Class 22 contains 2180 members 
Mstep: Class 23 contains 66217 members 
Mstep: Class 24 contains 18813 members 
Mstep: Class 25 contains 11056 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 227461 members 
Mstep: Class 29 contains 175041 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452640.000000 Penalty: 98363.328125
Iteration 98Q: 29 clusters Score -1.614526e+08 nChanged 6268
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 92367 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 25872 members 
Mstep: Class 5 contains 140779 members 
Mstep: Class 6 contains 300981 members 
Mstep: Class 7 contains 6076 members 
Mstep: Class 8 contains 23695 members 
Mstep: Class 9 contains 17895 members 
Mstep: Class 10 contains 1918 members 
Mstep: Class 12 contains 11793 members 
Mstep: Class 13 contains 203373 members 
Mstep: Class 14 contains 9336 members 
Mstep: Class 15 contains 3682 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9268 members 
Mstep: Class 18 contains 4366 members 
Mstep: Class 19 contains 18806 members 
Mstep: Class 20 contains 10668 members 
Mstep: Class 21 contains 14261 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 66279 members 
Mstep: Class 24 contains 18811 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 224921 members 
Mstep: Class 29 contains 175197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452064.000000 Penalty: 98363.328125
Iteration 99Q: 29 clusters Score -1.614521e+08 nChanged 6108
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20146 members 
Mstep: Class 2 contains 92335 members 
Mstep: Class 3 contains 1685 members 
Mstep: Class 4 contains 25863 members 
Mstep: Class 5 contains 142844 members 
Mstep: Class 6 contains 301125 members 
Mstep: Class 7 contains 6071 members 
Mstep: Class 8 contains 23735 members 
Mstep: Class 9 contains 17902 members 
Mstep: Class 10 contains 1917 members 
Mstep: Class 12 contains 11796 members 
Mstep: Class 13 contains 203377 members 
Mstep: Class 14 contains 9304 members 
Mstep: Class 15 contains 3679 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9291 members 
Mstep: Class 18 contains 4371 members 
Mstep: Class 19 contains 18804 members 
Mstep: Class 20 contains 10645 members 
Mstep: Class 21 contains 14281 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 66343 members 
Mstep: Class 24 contains 18805 members 
Mstep: Class 25 contains 11054 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 222381 members 
Mstep: Class 29 contains 175347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452192.000000 Penalty: 98363.328125
Iteration 100F: 29 clusters Score -1.614522e+08 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 92308 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 25868 members 
Mstep: Class 5 contains 144965 members 
Mstep: Class 6 contains 301318 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 23762 members 
Mstep: Class 9 contains 17909 members 
Mstep: Class 10 contains 1914 members 
Mstep: Class 12 contains 11805 members 
Mstep: Class 13 contains 203308 members 
Mstep: Class 14 contains 9283 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9313 members 
Mstep: Class 18 contains 4374 members 
Mstep: Class 19 contains 18804 members 
Mstep: Class 20 contains 10619 members 
Mstep: Class 21 contains 14308 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 66441 members 
Mstep: Class 24 contains 18803 members 
Mstep: Class 25 contains 11052 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 219788 members 
Mstep: Class 29 contains 175460 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452464.000000 Penalty: 98363.328125
Iteration 101Q: 29 clusters Score -1.614525e+08 nChanged 5958
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 92269 members 
Mstep: Class 3 contains 1690 members 
Mstep: Class 4 contains 25865 members 
Mstep: Class 5 contains 147156 members 
Mstep: Class 6 contains 301326 members 
Mstep: Class 7 contains 6070 members 
Mstep: Class 8 contains 23781 members 
Mstep: Class 9 contains 17923 members 
Mstep: Class 10 contains 1913 members 
Mstep: Class 12 contains 11806 members 
Mstep: Class 13 contains 203330 members 
Mstep: Class 14 contains 9262 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9328 members 
Mstep: Class 18 contains 4377 members 
Mstep: Class 19 contains 18805 members 
Mstep: Class 20 contains 10604 members 
Mstep: Class 21 contains 14328 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 66533 members 
Mstep: Class 24 contains 18802 members 
Mstep: Class 25 contains 11052 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 217282 members 
Mstep: Class 29 contains 175554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453168.000000 Penalty: 98363.328125
Iteration 102Q: 29 clusters Score -1.614532e+08 nChanged 5774
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 92240 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 25861 members 
Mstep: Class 5 contains 149339 members 
Mstep: Class 6 contains 301384 members 
Mstep: Class 7 contains 6068 members 
Mstep: Class 8 contains 23802 members 
Mstep: Class 9 contains 17933 members 
Mstep: Class 10 contains 1913 members 
Mstep: Class 12 contains 11815 members 
Mstep: Class 13 contains 203343 members 
Mstep: Class 14 contains 9246 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9356 members 
Mstep: Class 18 contains 4381 members 
Mstep: Class 19 contains 18808 members 
Mstep: Class 20 contains 10586 members 
Mstep: Class 21 contains 14347 members 
Mstep: Class 22 contains 2179 members 
Mstep: Class 23 contains 66623 members 
Mstep: Class 24 contains 18796 members 
Mstep: Class 25 contains 11053 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 214813 members 
Mstep: Class 29 contains 175550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452640.000000 Penalty: 98363.328125
Iteration 103Q: 29 clusters Score -1.614526e+08 nChanged 5493
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 92176 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 25846 members 
Mstep: Class 5 contains 151294 members 
Mstep: Class 6 contains 301589 members 
Mstep: Class 7 contains 6062 members 
Mstep: Class 8 contains 23827 members 
Mstep: Class 9 contains 17936 members 
Mstep: Class 10 contains 1910 members 
Mstep: Class 12 contains 11824 members 
Mstep: Class 13 contains 203386 members 
Mstep: Class 14 contains 9230 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9387 members 
Mstep: Class 18 contains 4387 members 
Mstep: Class 19 contains 18810 members 
Mstep: Class 20 contains 10567 members 
Mstep: Class 21 contains 14370 members 
Mstep: Class 22 contains 2178 members 
Mstep: Class 23 contains 66706 members 
Mstep: Class 24 contains 18788 members 
Mstep: Class 25 contains 11063 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 212461 members 
Mstep: Class 29 contains 175526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452288.000000 Penalty: 98363.328125
Iteration 104Q: 29 clusters Score -1.614523e+08 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 92141 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 25846 members 
Mstep: Class 5 contains 153129 members 
Mstep: Class 6 contains 301681 members 
Mstep: Class 7 contains 6056 members 
Mstep: Class 8 contains 23849 members 
Mstep: Class 9 contains 17945 members 
Mstep: Class 10 contains 1909 members 
Mstep: Class 12 contains 11822 members 
Mstep: Class 13 contains 203426 members 
Mstep: Class 14 contains 9218 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 2138 members 
Mstep: Class 17 contains 9404 members 
Mstep: Class 18 contains 4394 members 
Mstep: Class 19 contains 18812 members 
Mstep: Class 20 contains 10544 members 
Mstep: Class 21 contains 14394 members 
Mstep: Class 22 contains 2177 members 
Mstep: Class 23 contains 66821 members 
Mstep: Class 24 contains 18778 members 
Mstep: Class 25 contains 11068 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 210370 members 
Mstep: Class 29 contains 175436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452016.000000 Penalty: 98363.328125
Iteration 105Q: 29 clusters Score -1.61452e+08 nChanged 5044
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20797 members 
Mstep: Class 2 contains 92117 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 25842 members 
Mstep: Class 5 contains 154924 members 
Mstep: Class 6 contains 301748 members 
Mstep: Class 7 contains 6056 members 
Mstep: Class 8 contains 23862 members 
Mstep: Class 9 contains 17955 members 
Mstep: Class 10 contains 1902 members 
Mstep: Class 12 contains 11825 members 
Mstep: Class 13 contains 203462 members 
Mstep: Class 14 contains 9206 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9435 members 
Mstep: Class 18 contains 4399 members 
Mstep: Class 19 contains 18815 members 
Mstep: Class 20 contains 10520 members 
Mstep: Class 21 contains 14420 members 
Mstep: Class 22 contains 2176 members 
Mstep: Class 23 contains 66911 members 
Mstep: Class 24 contains 18770 members 
Mstep: Class 25 contains 11064 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 208357 members 
Mstep: Class 29 contains 175377 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451776.000000 Penalty: 98363.328125
Iteration 106Q: 29 clusters Score -1.614518e+08 nChanged 4992
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 20910 members 
Mstep: Class 2 contains 92086 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 25835 members 
Mstep: Class 5 contains 156690 members 
Mstep: Class 6 contains 301719 members 
Mstep: Class 7 contains 6054 members 
Mstep: Class 8 contains 23882 members 
Mstep: Class 9 contains 17953 members 
Mstep: Class 10 contains 1897 members 
Mstep: Class 12 contains 11831 members 
Mstep: Class 13 contains 203447 members 
Mstep: Class 14 contains 9194 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9456 members 
Mstep: Class 18 contains 4405 members 
Mstep: Class 19 contains 18814 members 
Mstep: Class 20 contains 10496 members 
Mstep: Class 21 contains 14440 members 
Mstep: Class 22 contains 2176 members 
Mstep: Class 23 contains 67012 members 
Mstep: Class 24 contains 18763 members 
Mstep: Class 25 contains 11067 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 206487 members 
Mstep: Class 29 contains 175327 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451776.000000 Penalty: 98363.328125
Iteration 107Q: 29 clusters Score -1.614518e+08 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 92039 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 25827 members 
Mstep: Class 5 contains 158356 members 
Mstep: Class 6 contains 301716 members 
Mstep: Class 7 contains 6057 members 
Mstep: Class 8 contains 23897 members 
Mstep: Class 9 contains 17960 members 
Mstep: Class 10 contains 1894 members 
Mstep: Class 12 contains 11831 members 
Mstep: Class 13 contains 203391 members 
Mstep: Class 14 contains 9180 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9486 members 
Mstep: Class 18 contains 4407 members 
Mstep: Class 19 contains 18809 members 
Mstep: Class 20 contains 10474 members 
Mstep: Class 21 contains 14469 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 67115 members 
Mstep: Class 24 contains 18760 members 
Mstep: Class 25 contains 11062 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 204707 members 
Mstep: Class 29 contains 175323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452608.000000 Penalty: 98363.328125
Iteration 108Q: 29 clusters Score -1.614526e+08 nChanged 4884
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 91978 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 25817 members 
Mstep: Class 5 contains 159813 members 
Mstep: Class 6 contains 301805 members 
Mstep: Class 7 contains 6056 members 
Mstep: Class 8 contains 23924 members 
Mstep: Class 9 contains 17968 members 
Mstep: Class 10 contains 1887 members 
Mstep: Class 12 contains 11840 members 
Mstep: Class 13 contains 203384 members 
Mstep: Class 14 contains 9160 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9504 members 
Mstep: Class 18 contains 4408 members 
Mstep: Class 19 contains 18805 members 
Mstep: Class 20 contains 10451 members 
Mstep: Class 21 contains 14490 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 67225 members 
Mstep: Class 24 contains 18756 members 
Mstep: Class 25 contains 11063 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 203084 members 
Mstep: Class 29 contains 175251 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452848.000000 Penalty: 98363.328125
Iteration 109Q: 29 clusters Score -1.614528e+08 nChanged 4749
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 91944 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 25809 members 
Mstep: Class 5 contains 161123 members 
Mstep: Class 6 contains 301937 members 
Mstep: Class 7 contains 6059 members 
Mstep: Class 8 contains 23942 members 
Mstep: Class 9 contains 17985 members 
Mstep: Class 10 contains 1878 members 
Mstep: Class 12 contains 11845 members 
Mstep: Class 13 contains 203360 members 
Mstep: Class 14 contains 9136 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 2139 members 
Mstep: Class 17 contains 9520 members 
Mstep: Class 18 contains 4411 members 
Mstep: Class 19 contains 18810 members 
Mstep: Class 20 contains 10417 members 
Mstep: Class 21 contains 14508 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 67328 members 
Mstep: Class 24 contains 18755 members 
Mstep: Class 25 contains 11064 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 201610 members 
Mstep: Class 29 contains 175159 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453056.000000 Penalty: 98363.328125
Iteration 110Q: 29 clusters Score -1.614531e+08 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21242 members 
Mstep: Class 2 contains 91878 members 
Mstep: Class 3 contains 1689 members 
Mstep: Class 4 contains 25794 members 
Mstep: Class 5 contains 162384 members 
Mstep: Class 6 contains 301984 members 
Mstep: Class 7 contains 6061 members 
Mstep: Class 8 contains 23966 members 
Mstep: Class 9 contains 18004 members 
Mstep: Class 10 contains 1870 members 
Mstep: Class 12 contains 11851 members 
Mstep: Class 13 contains 203321 members 
Mstep: Class 14 contains 9116 members 
Mstep: Class 15 contains 3650 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9535 members 
Mstep: Class 18 contains 4412 members 
Mstep: Class 19 contains 18811 members 
Mstep: Class 20 contains 10393 members 
Mstep: Class 21 contains 14529 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 67423 members 
Mstep: Class 24 contains 18751 members 
Mstep: Class 25 contains 11058 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 200177 members 
Mstep: Class 29 contains 175206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452944.000000 Penalty: 98363.328125
Iteration 111Q: 29 clusters Score -1.614529e+08 nChanged 4520
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21333 members 
Mstep: Class 2 contains 91811 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 25768 members 
Mstep: Class 5 contains 163571 members 
Mstep: Class 6 contains 301984 members 
Mstep: Class 7 contains 6063 members 
Mstep: Class 8 contains 23985 members 
Mstep: Class 9 contains 18014 members 
Mstep: Class 10 contains 1862 members 
Mstep: Class 12 contains 11855 members 
Mstep: Class 13 contains 203309 members 
Mstep: Class 14 contains 9097 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9544 members 
Mstep: Class 18 contains 4416 members 
Mstep: Class 19 contains 18811 members 
Mstep: Class 20 contains 10367 members 
Mstep: Class 21 contains 14543 members 
Mstep: Class 22 contains 2173 members 
Mstep: Class 23 contains 67499 members 
Mstep: Class 24 contains 18740 members 
Mstep: Class 25 contains 11060 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 198874 members 
Mstep: Class 29 contains 175260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453008.000000 Penalty: 98363.328125
Iteration 112Q: 29 clusters Score -1.61453e+08 nChanged 4407
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 91723 members 
Mstep: Class 3 contains 1688 members 
Mstep: Class 4 contains 25735 members 
Mstep: Class 5 contains 164664 members 
Mstep: Class 6 contains 302018 members 
Mstep: Class 7 contains 6064 members 
Mstep: Class 8 contains 24009 members 
Mstep: Class 9 contains 18021 members 
Mstep: Class 10 contains 1860 members 
Mstep: Class 12 contains 11856 members 
Mstep: Class 13 contains 203263 members 
Mstep: Class 14 contains 9075 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9568 members 
Mstep: Class 18 contains 4418 members 
Mstep: Class 19 contains 18810 members 
Mstep: Class 20 contains 10351 members 
Mstep: Class 21 contains 14557 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 67568 members 
Mstep: Class 24 contains 18734 members 
Mstep: Class 25 contains 11065 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 197711 members 
Mstep: Class 29 contains 175276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452832.000000 Penalty: 98363.328125
Iteration 113Q: 29 clusters Score -1.614528e+08 nChanged 4272
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21481 members 
Mstep: Class 2 contains 91661 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 25715 members 
Mstep: Class 5 contains 165598 members 
Mstep: Class 6 contains 302129 members 
Mstep: Class 7 contains 6063 members 
Mstep: Class 8 contains 24026 members 
Mstep: Class 9 contains 18038 members 
Mstep: Class 10 contains 1855 members 
Mstep: Class 12 contains 11857 members 
Mstep: Class 13 contains 203180 members 
Mstep: Class 14 contains 9061 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9593 members 
Mstep: Class 18 contains 4421 members 
Mstep: Class 19 contains 18810 members 
Mstep: Class 20 contains 10324 members 
Mstep: Class 21 contains 14561 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 67642 members 
Mstep: Class 24 contains 18723 members 
Mstep: Class 25 contains 11062 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 196537 members 
Mstep: Class 29 contains 175434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452928.000000 Penalty: 98363.328125
Iteration 114Q: 29 clusters Score -1.614529e+08 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 91590 members 
Mstep: Class 3 contains 1686 members 
Mstep: Class 4 contains 25703 members 
Mstep: Class 5 contains 166480 members 
Mstep: Class 6 contains 302221 members 
Mstep: Class 7 contains 6063 members 
Mstep: Class 8 contains 24041 members 
Mstep: Class 9 contains 18049 members 
Mstep: Class 10 contains 1855 members 
Mstep: Class 12 contains 11858 members 
Mstep: Class 13 contains 203070 members 
Mstep: Class 14 contains 9049 members 
Mstep: Class 15 contains 3648 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9614 members 
Mstep: Class 18 contains 4423 members 
Mstep: Class 19 contains 18804 members 
Mstep: Class 20 contains 10287 members 
Mstep: Class 21 contains 14580 members 
Mstep: Class 22 contains 2173 members 
Mstep: Class 23 contains 67717 members 
Mstep: Class 24 contains 18719 members 
Mstep: Class 25 contains 11064 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 195463 members 
Mstep: Class 29 contains 175590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452672.000000 Penalty: 98363.328125
Iteration 115Q: 29 clusters Score -1.614527e+08 nChanged 4008
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 91506 members 
Mstep: Class 3 contains 1687 members 
Mstep: Class 4 contains 25682 members 
Mstep: Class 5 contains 167238 members 
Mstep: Class 6 contains 302364 members 
Mstep: Class 7 contains 6063 members 
Mstep: Class 8 contains 24050 members 
Mstep: Class 9 contains 18052 members 
Mstep: Class 10 contains 1853 members 
Mstep: Class 12 contains 11862 members 
Mstep: Class 13 contains 202980 members 
Mstep: Class 14 contains 9045 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9625 members 
Mstep: Class 18 contains 4423 members 
Mstep: Class 19 contains 18789 members 
Mstep: Class 20 contains 10259 members 
Mstep: Class 21 contains 14599 members 
Mstep: Class 22 contains 2173 members 
Mstep: Class 23 contains 67774 members 
Mstep: Class 24 contains 18721 members 
Mstep: Class 25 contains 11066 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 194496 members 
Mstep: Class 29 contains 175743 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452480.000000 Penalty: 98363.328125
Iteration 116Q: 29 clusters Score -1.614525e+08 nChanged 3952
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 91394 members 
Mstep: Class 3 contains 1684 members 
Mstep: Class 4 contains 25661 members 
Mstep: Class 5 contains 168003 members 
Mstep: Class 6 contains 302525 members 
Mstep: Class 7 contains 6063 members 
Mstep: Class 8 contains 24054 members 
Mstep: Class 9 contains 18064 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 12 contains 11866 members 
Mstep: Class 13 contains 202804 members 
Mstep: Class 14 contains 9044 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9641 members 
Mstep: Class 18 contains 4424 members 
Mstep: Class 19 contains 18782 members 
Mstep: Class 20 contains 10243 members 
Mstep: Class 21 contains 14613 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 67829 members 
Mstep: Class 24 contains 18723 members 
Mstep: Class 25 contains 11070 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 193628 members 
Mstep: Class 29 contains 175865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451792.000000 Penalty: 98363.328125
Iteration 117Q: 29 clusters Score -1.614518e+08 nChanged 3703
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21683 members 
Mstep: Class 2 contains 91289 members 
Mstep: Class 3 contains 1680 members 
Mstep: Class 4 contains 25651 members 
Mstep: Class 5 contains 168637 members 
Mstep: Class 6 contains 302633 members 
Mstep: Class 7 contains 6065 members 
Mstep: Class 8 contains 24058 members 
Mstep: Class 9 contains 18075 members 
Mstep: Class 10 contains 1848 members 
Mstep: Class 12 contains 11869 members 
Mstep: Class 13 contains 202703 members 
Mstep: Class 14 contains 9043 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9653 members 
Mstep: Class 18 contains 4425 members 
Mstep: Class 19 contains 18777 members 
Mstep: Class 20 contains 10229 members 
Mstep: Class 21 contains 14621 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 67874 members 
Mstep: Class 24 contains 18725 members 
Mstep: Class 25 contains 11075 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 192856 members 
Mstep: Class 29 contains 175981 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451792.000000 Penalty: 98363.328125
Iteration 118Q: 29 clusters Score -1.614518e+08 nChanged 3510
Entering ConstructFrom: 
Score: -161451792.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (21741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Entering Unmasked Estep 
Score: -2605600.250000 Penalty: 2476.764893
	Iteration 0F: 2 clusters Score -2605600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -2590364.000000 Penalty: 4953.529785
	Iteration 0F: 3 clusters Score -2590364 nChanged 9670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -2595431.750000 Penalty: 4953.529785
	Iteration 1F: 3 clusters Score -2595432 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 11960 members 
Entering Unmasked Estep 
Score: -2595879.750000 Penalty: 4953.529785
	Iteration 2F: 3 clusters Score -2595880 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 12511 members 
Entering Unmasked Estep 
Score: -2596316.000000 Penalty: 4953.529785
	Iteration 3Q: 3 clusters Score -2596316 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 13217 members 
Entering Unmasked Estep 
Score: -2596773.250000 Penalty: 4953.529785
	Iteration 4Q: 3 clusters Score -2596773 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -2597339.000000 Penalty: 4953.529785
	Iteration 5F: 3 clusters Score -2597339 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 15129 members 
Entering Unmasked Estep 
Score: -2598114.750000 Penalty: 4953.529785
	Iteration 6F: 3 clusters Score -2598115 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -2599120.500000 Penalty: 4953.529785
	Iteration 7F: 3 clusters Score -2599120 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -2600280.000000 Penalty: 4953.529785
	Iteration 8F: 3 clusters Score -2600280 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 18690 members 
Entering Unmasked Estep 
Score: -2601421.250000 Penalty: 4953.529785
	Iteration 9F: 3 clusters Score -2601421 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -2602328.250000 Penalty: 4953.529785
	Iteration 10Q: 3 clusters Score -2602328 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -2602927.250000 Penalty: 4953.529785
	Iteration 11Q: 3 clusters Score -2602927 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 20269 members 
Entering Unmasked Estep 
Score: -2603238.500000 Penalty: 4953.529785
	Iteration 12Q: 3 clusters Score -2603238 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -2603403.500000 Penalty: 4953.529785
	Iteration 13Q: 3 clusters Score -2603404 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20463 members 
Entering Unmasked Estep 
Score: -2603500.750000 Penalty: 4953.529785
	Iteration 14Q: 3 clusters Score -2603501 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 20513 members 
Entering Unmasked Estep 
Score: -2603556.500000 Penalty: 4953.529785
	Iteration 15Q: 3 clusters Score -2603556 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -2603588.500000 Penalty: 4953.529785
	Iteration 16Q: 3 clusters Score -2603588 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -2603612.500000 Penalty: 4953.529785
	Iteration 17Q: 3 clusters Score -2603612 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 20616 members 
Entering Unmasked Estep 
Score: -2603626.000000 Penalty: 4953.529785
	Iteration 18Q: 3 clusters Score -2603626 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -2603644.500000 Penalty: 4953.529785
	Iteration 19Q: 3 clusters Score -2603644 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2603663.500000 Penalty: 4953.529785
	Iteration 20F: 3 clusters Score -2603664 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2603690.500000 Penalty: 4953.529785
	Iteration 21Q: 3 clusters Score -2603690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2603704.000000 Penalty: 4953.529785
	Iteration 22Q: 3 clusters Score -2603704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20712 members 
Entering Unmasked Estep 
Score: -2603709.750000 Penalty: 4953.529785
	Iteration 23Q: 3 clusters Score -2603710 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2603717.000000 Penalty: 4953.529785
	Iteration 24Q: 3 clusters Score -2603717 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -2603718.750000 Penalty: 4953.529785
	Iteration 25Q: 3 clusters Score -2603719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2603720.000000 Penalty: 4953.529785
	Iteration 26Q: 3 clusters Score -2603720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20724 members 
Entering Unmasked Estep 
Score: -2603718.750000 Penalty: 4953.529785
	Iteration 27Q: 3 clusters Score -2603719 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2603717.000000 Penalty: 4953.529785
	Iteration 28Q: 3 clusters Score -2603717 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -2603717.000000 Penalty: 4953.529785
	Iteration 29F: 3 clusters Score -2603717 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (91184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91184 members 
Entering Unmasked Estep 
Score: -10445517.000000 Penalty: 2832.317383
	Iteration 0F: 2 clusters Score -1.044552e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 45733 members 
Entering Unmasked Estep 
Score: -10384604.000000 Penalty: 5664.634766
	Iteration 0F: 3 clusters Score -1.03846e+07 nChanged 43062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 46109 members 
Entering Unmasked Estep 
Score: -10409338.000000 Penalty: 5664.634766
	Iteration 1F: 3 clusters Score -1.040934e+07 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 46064 members 
Entering Unmasked Estep 
Score: -10410303.000000 Penalty: 5664.634766
	Iteration 2Q: 3 clusters Score -1.04103e+07 nChanged 3445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 45991 members 
Entering Unmasked Estep 
Score: -10411455.000000 Penalty: 5664.634766
	Iteration 3Q: 3 clusters Score -1.041146e+07 nChanged 3640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 45939 members 
Entering Unmasked Estep 
Score: -10412592.000000 Penalty: 5664.634766
	Iteration 4Q: 3 clusters Score -1.041259e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -10413927.000000 Penalty: 5664.634766
	Iteration 5Q: 3 clusters Score -1.041393e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 45904 members 
Entering Unmasked Estep 
Score: -10415222.000000 Penalty: 5664.634766
	Iteration 6Q: 3 clusters Score -1.041522e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -10416392.000000 Penalty: 5664.634766
	Iteration 7Q: 3 clusters Score -1.041639e+07 nChanged 3460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 46100 members 
Entering Unmasked Estep 
Score: -10417434.000000 Penalty: 5664.634766
	Iteration 8Q: 3 clusters Score -1.041743e+07 nChanged 3329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 46359 members 
Entering Unmasked Estep 
Score: -10418428.000000 Penalty: 5664.634766
	Iteration 9Q: 3 clusters Score -1.041843e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44588 members 
Mstep: Class 2 contains 46596 members 
Entering Unmasked Estep 
Score: -10419369.000000 Penalty: 5664.634766
	Iteration 10Q: 3 clusters Score -1.041937e+07 nChanged 2887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44329 members 
Mstep: Class 2 contains 46855 members 
Entering Unmasked Estep 
Score: -10420164.000000 Penalty: 5664.634766
	Iteration 11Q: 3 clusters Score -1.042016e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44037 members 
Mstep: Class 2 contains 47147 members 
Entering Unmasked Estep 
Score: -10421052.000000 Penalty: 5664.634766
	Iteration 12Q: 3 clusters Score -1.042105e+07 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 47481 members 
Entering Unmasked Estep 
Score: -10422096.000000 Penalty: 5664.634766
	Iteration 13Q: 3 clusters Score -1.04221e+07 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -10423188.000000 Penalty: 5664.634766
	Iteration 14Q: 3 clusters Score -1.042319e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42881 members 
Mstep: Class 2 contains 48303 members 
Entering Unmasked Estep 
Score: -10424278.000000 Penalty: 5664.634766
	Iteration 15Q: 3 clusters Score -1.042428e+07 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42557 members 
Mstep: Class 2 contains 48627 members 
Entering Unmasked Estep 
Score: -10425413.000000 Penalty: 5664.634766
	Iteration 16Q: 3 clusters Score -1.042541e+07 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 48866 members 
Entering Unmasked Estep 
Score: -10426571.000000 Penalty: 5664.634766
	Iteration 17Q: 3 clusters Score -1.042657e+07 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 49064 members 
Entering Unmasked Estep 
Score: -10427433.000000 Penalty: 5664.634766
	Iteration 18Q: 3 clusters Score -1.042743e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 49222 members 
Entering Unmasked Estep 
Score: -10427900.000000 Penalty: 5664.634766
	Iteration 19Q: 3 clusters Score -1.04279e+07 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 49424 members 
Entering Unmasked Estep 
Score: -10428156.000000 Penalty: 5664.634766
	Iteration 20F: 3 clusters Score -1.042816e+07 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 49615 members 
Entering Unmasked Estep 
Score: -10428294.000000 Penalty: 5664.634766
	Iteration 21Q: 3 clusters Score -1.042829e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41336 members 
Mstep: Class 2 contains 49848 members 
Entering Unmasked Estep 
Score: -10428360.000000 Penalty: 5664.634766
	Iteration 22Q: 3 clusters Score -1.042836e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41124 members 
Mstep: Class 2 contains 50060 members 
Entering Unmasked Estep 
Score: -10428438.000000 Penalty: 5664.634766
	Iteration 23Q: 3 clusters Score -1.042844e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40898 members 
Mstep: Class 2 contains 50286 members 
Entering Unmasked Estep 
Score: -10428496.000000 Penalty: 5664.634766
	Iteration 24Q: 3 clusters Score -1.04285e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 50554 members 
Entering Unmasked Estep 
Score: -10428501.000000 Penalty: 5664.634766
	Iteration 25Q: 3 clusters Score -1.04285e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 50839 members 
Entering Unmasked Estep 
Score: -10428506.000000 Penalty: 5664.634766
	Iteration 26Q: 3 clusters Score -1.042851e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40029 members 
Mstep: Class 2 contains 51155 members 
Entering Unmasked Estep 
Score: -10428552.000000 Penalty: 5664.634766
	Iteration 27Q: 3 clusters Score -1.042855e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 51479 members 
Entering Unmasked Estep 
Score: -10428632.000000 Penalty: 5664.634766
	Iteration 28Q: 3 clusters Score -1.042863e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 51852 members 
Entering Unmasked Estep 
Score: -10428699.000000 Penalty: 5664.634766
	Iteration 29Q: 3 clusters Score -1.04287e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 52255 members 
Entering Unmasked Estep 
Score: -10428814.000000 Penalty: 5664.634766
	Iteration 30Q: 3 clusters Score -1.042881e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 52719 members 
Entering Unmasked Estep 
Score: -10428943.000000 Penalty: 5664.634766
	Iteration 31Q: 3 clusters Score -1.042894e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 53204 members 
Entering Unmasked Estep 
Score: -10429044.000000 Penalty: 5664.634766
	Iteration 32Q: 3 clusters Score -1.042904e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 53696 members 
Entering Unmasked Estep 
Score: -10429108.000000 Penalty: 5664.634766
	Iteration 33Q: 3 clusters Score -1.042911e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36969 members 
Mstep: Class 2 contains 54215 members 
Entering Unmasked Estep 
Score: -10429222.000000 Penalty: 5664.634766
	Iteration 34Q: 3 clusters Score -1.042922e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 54769 members 
Entering Unmasked Estep 
Score: -10429373.000000 Penalty: 5664.634766
	Iteration 35Q: 3 clusters Score -1.042937e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 55377 members 
Entering Unmasked Estep 
Score: -10429537.000000 Penalty: 5664.634766
	Iteration 36Q: 3 clusters Score -1.042954e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35168 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -10429661.000000 Penalty: 5664.634766
	Iteration 37Q: 3 clusters Score -1.042966e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34498 members 
Mstep: Class 2 contains 56686 members 
Entering Unmasked Estep 
Score: -10429831.000000 Penalty: 5664.634766
	Iteration 38Q: 3 clusters Score -1.042983e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -10429969.000000 Penalty: 5664.634766
	Iteration 39Q: 3 clusters Score -1.042997e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33102 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -10430188.000000 Penalty: 5664.634766
	Iteration 40F: 3 clusters Score -1.043019e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32334 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -10430360.000000 Penalty: 5664.634766
	Iteration 41Q: 3 clusters Score -1.043036e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 59649 members 
Entering Unmasked Estep 
Score: -10430633.000000 Penalty: 5664.634766
	Iteration 42Q: 3 clusters Score -1.043063e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 60534 members 
Entering Unmasked Estep 
Score: -10430861.000000 Penalty: 5664.634766
	Iteration 43Q: 3 clusters Score -1.043086e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 61391 members 
Entering Unmasked Estep 
Score: -10431184.000000 Penalty: 5664.634766
	Iteration 44Q: 3 clusters Score -1.043118e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 62347 members 
Entering Unmasked Estep 
Score: -10431495.000000 Penalty: 5664.634766
	Iteration 45Q: 3 clusters Score -1.04315e+07 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27828 members 
Mstep: Class 2 contains 63356 members 
Entering Unmasked Estep 
Score: -10431786.000000 Penalty: 5664.634766
	Iteration 46Q: 3 clusters Score -1.043179e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26727 members 
Mstep: Class 2 contains 64457 members 
Entering Unmasked Estep 
Score: -10432197.000000 Penalty: 5664.634766
	Iteration 47Q: 3 clusters Score -1.04322e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25585 members 
Mstep: Class 2 contains 65599 members 
Entering Unmasked Estep 
Score: -10432650.000000 Penalty: 5664.634766
	Iteration 48Q: 3 clusters Score -1.043265e+07 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -10433140.000000 Penalty: 5664.634766
	Iteration 49Q: 3 clusters Score -1.043314e+07 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 67962 members 
Entering Unmasked Estep 
Score: -10433639.000000 Penalty: 5664.634766
	Iteration 50Q: 3 clusters Score -1.043364e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 69190 members 
Entering Unmasked Estep 
Score: -10434260.000000 Penalty: 5664.634766
	Iteration 51Q: 3 clusters Score -1.043426e+07 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 70419 members 
Entering Unmasked Estep 
Score: -10434837.000000 Penalty: 5664.634766
	Iteration 52Q: 3 clusters Score -1.043484e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 71653 members 
Entering Unmasked Estep 
Score: -10435485.000000 Penalty: 5664.634766
	Iteration 53Q: 3 clusters Score -1.043548e+07 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 72865 members 
Entering Unmasked Estep 
Score: -10436053.000000 Penalty: 5664.634766
	Iteration 54Q: 3 clusters Score -1.043605e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 74109 members 
Entering Unmasked Estep 
Score: -10436691.000000 Penalty: 5664.634766
	Iteration 55Q: 3 clusters Score -1.043669e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 75327 members 
Entering Unmasked Estep 
Score: -10437294.000000 Penalty: 5664.634766
	Iteration 56Q: 3 clusters Score -1.043729e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 76454 members 
Entering Unmasked Estep 
Score: -10437782.000000 Penalty: 5664.634766
	Iteration 57Q: 3 clusters Score -1.043778e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13630 members 
Mstep: Class 2 contains 77554 members 
Entering Unmasked Estep 
Score: -10438330.000000 Penalty: 5664.634766
	Iteration 58Q: 3 clusters Score -1.043833e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12592 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -10438859.000000 Penalty: 5664.634766
	Iteration 59Q: 3 clusters Score -1.043886e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11652 members 
Mstep: Class 2 contains 79532 members 
Entering Unmasked Estep 
Score: -10439288.000000 Penalty: 5664.634766
	Iteration 60F: 3 clusters Score -1.043929e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 80477 members 
Entering Unmasked Estep 
Score: -10439800.000000 Penalty: 5664.634766
	Iteration 61Q: 3 clusters Score -1.04398e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 81351 members 
Entering Unmasked Estep 
Score: -10440204.000000 Penalty: 5664.634766
	Iteration 62Q: 3 clusters Score -1.04402e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 82179 members 
Entering Unmasked Estep 
Score: -10440543.000000 Penalty: 5664.634766
	Iteration 63Q: 3 clusters Score -1.044054e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 82960 members 
Entering Unmasked Estep 
Score: -10440893.000000 Penalty: 5664.634766
	Iteration 64Q: 3 clusters Score -1.044089e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 83721 members 
Entering Unmasked Estep 
Score: -10441318.000000 Penalty: 5664.634766
	Iteration 65Q: 3 clusters Score -1.044132e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 84446 members 
Entering Unmasked Estep 
Score: -10441739.000000 Penalty: 5664.634766
	Iteration 66Q: 3 clusters Score -1.044174e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 85096 members 
Entering Unmasked Estep 
Score: -10442085.000000 Penalty: 5664.634766
	Iteration 67Q: 3 clusters Score -1.044208e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 85682 members 
Entering Unmasked Estep 
Score: -10442491.000000 Penalty: 5664.634766
	Iteration 68Q: 3 clusters Score -1.044249e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 86150 members 
Entering Unmasked Estep 
Score: -10442744.000000 Penalty: 5664.634766
	Iteration 69Q: 3 clusters Score -1.044274e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 86534 members 
Entering Unmasked Estep 
Score: -10442978.000000 Penalty: 5664.634766
	Iteration 70Q: 3 clusters Score -1.044298e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 86862 members 
Entering Unmasked Estep 
Score: -10443213.000000 Penalty: 5664.634766
	Iteration 71Q: 3 clusters Score -1.044321e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 87130 members 
Entering Unmasked Estep 
Score: -10443370.000000 Penalty: 5664.634766
	Iteration 72Q: 3 clusters Score -1.044337e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3809 members 
Mstep: Class 2 contains 87375 members 
Entering Unmasked Estep 
Score: -10443554.000000 Penalty: 5664.634766
	Iteration 73Q: 3 clusters Score -1.044355e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 87546 members 
Entering Unmasked Estep 
Score: -10443627.000000 Penalty: 5664.634766
	Iteration 74Q: 3 clusters Score -1.044363e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 87686 members 
Entering Unmasked Estep 
Score: -10443706.000000 Penalty: 5664.634766
	Iteration 75Q: 3 clusters Score -1.044371e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 87811 members 
Entering Unmasked Estep 
Score: -10443795.000000 Penalty: 5664.634766
	Iteration 76Q: 3 clusters Score -1.04438e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 87916 members 
Entering Unmasked Estep 
Score: -10443844.000000 Penalty: 5664.634766
	Iteration 77Q: 3 clusters Score -1.044384e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 88017 members 
Entering Unmasked Estep 
Score: -10443869.000000 Penalty: 5664.634766
	Iteration 78Q: 3 clusters Score -1.044387e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 88098 members 
Entering Unmasked Estep 
Score: -10443881.000000 Penalty: 5664.634766
	Iteration 79Q: 3 clusters Score -1.044388e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 88170 members 
Entering Unmasked Estep 
Score: -10443917.000000 Penalty: 5664.634766
	Iteration 80F: 3 clusters Score -1.044392e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 88207 members 
Entering Unmasked Estep 
Score: -10443938.000000 Penalty: 5664.634766
	Iteration 81Q: 3 clusters Score -1.044394e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 88241 members 
Entering Unmasked Estep 
Score: -10443951.000000 Penalty: 5664.634766
	Iteration 82Q: 3 clusters Score -1.044395e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 88263 members 
Entering Unmasked Estep 
Score: -10443953.000000 Penalty: 5664.634766
	Iteration 83Q: 3 clusters Score -1.044395e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 88285 members 
Entering Unmasked Estep 
Score: -10443942.000000 Penalty: 5664.634766
	Iteration 84Q: 3 clusters Score -1.044394e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 88307 members 
Entering Unmasked Estep 
Score: -10443941.000000 Penalty: 5664.634766
	Iteration 85Q: 3 clusters Score -1.044394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 88317 members 
Entering Unmasked Estep 
Score: -10443943.000000 Penalty: 5664.634766
	Iteration 86Q: 3 clusters Score -1.044394e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 88327 members 
Entering Unmasked Estep 
Score: -10443933.000000 Penalty: 5664.634766
	Iteration 87Q: 3 clusters Score -1.044393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 88339 members 
Entering Unmasked Estep 
Score: -10443924.000000 Penalty: 5664.634766
	Iteration 88Q: 3 clusters Score -1.044392e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 88354 members 
Entering Unmasked Estep 
Score: -10443943.000000 Penalty: 5664.634766
	Iteration 89Q: 3 clusters Score -1.044394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 88370 members 
Entering Unmasked Estep 
Score: -10443948.000000 Penalty: 5664.634766
	Iteration 90Q: 3 clusters Score -1.044395e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 88385 members 
Entering Unmasked Estep 
Score: -10443943.000000 Penalty: 5664.634766
	Iteration 91Q: 3 clusters Score -1.044394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 88403 members 
Entering Unmasked Estep 
Score: -10443963.000000 Penalty: 5664.634766
	Iteration 92Q: 3 clusters Score -1.044396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 88414 members 
Entering Unmasked Estep 
Score: -10443954.000000 Penalty: 5664.634766
	Iteration 93Q: 3 clusters Score -1.044395e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 88425 members 
Entering Unmasked Estep 
Score: -10443962.000000 Penalty: 5664.634766
	Iteration 94Q: 3 clusters Score -1.044396e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 88433 members 
Entering Unmasked Estep 
Score: -10443959.000000 Penalty: 5664.634766
	Iteration 95Q: 3 clusters Score -1.044396e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 88439 members 
Entering Unmasked Estep 
Score: -10443962.000000 Penalty: 5664.634766
	Iteration 96Q: 3 clusters Score -1.044396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 88445 members 
Entering Unmasked Estep 
Score: -10443963.000000 Penalty: 5664.634766
	Iteration 97Q: 3 clusters Score -1.044396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 88450 members 
Entering Unmasked Estep 
Score: -10443968.000000 Penalty: 5664.634766
	Iteration 98Q: 3 clusters Score -1.044397e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 88457 members 
Entering Unmasked Estep 
Score: -10443973.000000 Penalty: 5664.634766
	Iteration 99Q: 3 clusters Score -1.044397e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 88458 members 
Entering Unmasked Estep 
Score: -10443963.000000 Penalty: 5664.634766
	Iteration 100F: 3 clusters Score -1.044396e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -10443971.000000 Penalty: 5664.634766
	Iteration 101Q: 3 clusters Score -1.044397e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 88459 members 
Entering Unmasked Estep 
Score: -10443971.000000 Penalty: 5664.634766
	Iteration 102F: 3 clusters Score -1.044397e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -173535.125000 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -173535.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -171124.312500 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -171124.3 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -171568.765625 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -171568.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -171684.187500 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -171684.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -171745.406250 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -171745.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -171790.875000 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -171790.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171818.812500 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -171818.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171839.421875 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -171839.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -171847.046875 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -171847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -171853.843750 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -171853.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -171864.593750 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -171864.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -171871.078125 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -171871.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -171881.500000 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -171881.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -171892.625000 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -171892.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -171902.921875 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -171902.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -171914.031250 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -171914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -171925.921875 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -171925.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -171940.062500 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -171940.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171952.671875 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -171952.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -171962.640625 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -171962.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -171969.312500 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -171969.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -171979.453125 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -171979.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -171984.125000 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -171984.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -171987.781250 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -171987.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -171995.765625 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -171995.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -171999.968750 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -172000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -172009.625000 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -172009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -172011.593750 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -172011.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -172012.187500 Penalty: 3683.273193
	Iteration 27Q: 3 clusters Score -172012.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -172017.281250 Penalty: 3683.273193
	Iteration 28Q: 3 clusters Score -172017.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -172018.687500 Penalty: 3683.273193
	Iteration 29Q: 3 clusters Score -172018.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -172019.359375 Penalty: 3683.273193
	Iteration 30Q: 3 clusters Score -172019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -172020.062500 Penalty: 3683.273193
	Iteration 31Q: 3 clusters Score -172020.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -172020.062500 Penalty: 3683.273193
	Iteration 32F: 3 clusters Score -172020.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25631 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Entering Unmasked Estep 
Score: -2812883.750000 Penalty: 2517.586426
	Iteration 0F: 2 clusters Score -2812884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -2795250.750000 Penalty: 5035.172852
	Iteration 0F: 3 clusters Score -2795251 nChanged 11407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 12221 members 
Entering Unmasked Estep 
Score: -2801807.000000 Penalty: 5035.172852
	Iteration 1F: 3 clusters Score -2801807 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -2802854.750000 Penalty: 5035.172852
	Iteration 2F: 3 clusters Score -2802855 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -2804116.500000 Penalty: 5035.172852
	Iteration 3F: 3 clusters Score -2804116 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2805467.500000 Penalty: 5035.172852
	Iteration 4F: 3 clusters Score -2805468 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -2806684.750000 Penalty: 5035.172852
	Iteration 5F: 3 clusters Score -2806685 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -2807721.250000 Penalty: 5035.172852
	Iteration 6F: 3 clusters Score -2807721 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -2808524.750000 Penalty: 5035.172852
	Iteration 7F: 3 clusters Score -2808525 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13885 members 
Mstep: Class 2 contains 11746 members 
Entering Unmasked Estep 
Score: -2809056.000000 Penalty: 5035.172852
	Iteration 8Q: 3 clusters Score -2809056 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 11928 members 
Entering Unmasked Estep 
Score: -2809430.500000 Penalty: 5035.172852
	Iteration 9Q: 3 clusters Score -2809430 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -2809656.750000 Penalty: 5035.172852
	Iteration 10Q: 3 clusters Score -2809657 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2809831.750000 Penalty: 5035.172852
	Iteration 11Q: 3 clusters Score -2809832 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 12382 members 
Entering Unmasked Estep 
Score: -2809937.750000 Penalty: 5035.172852
	Iteration 12Q: 3 clusters Score -2809938 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -2810008.500000 Penalty: 5035.172852
	Iteration 13Q: 3 clusters Score -2810008 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 12649 members 
Entering Unmasked Estep 
Score: -2810058.250000 Penalty: 5035.172852
	Iteration 14Q: 3 clusters Score -2810058 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2810105.500000 Penalty: 5035.172852
	Iteration 15Q: 3 clusters Score -2810106 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12696 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -2810145.750000 Penalty: 5035.172852
	Iteration 16Q: 3 clusters Score -2810146 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 13065 members 
Entering Unmasked Estep 
Score: -2810173.500000 Penalty: 5035.172852
	Iteration 17Q: 3 clusters Score -2810174 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2810210.250000 Penalty: 5035.172852
	Iteration 18Q: 3 clusters Score -2810210 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -2810247.250000 Penalty: 5035.172852
	Iteration 19Q: 3 clusters Score -2810247 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12115 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -2810267.500000 Penalty: 5035.172852
	Iteration 20F: 3 clusters Score -2810268 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2810294.500000 Penalty: 5035.172852
	Iteration 21Q: 3 clusters Score -2810294 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11856 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -2810315.500000 Penalty: 5035.172852
	Iteration 22Q: 3 clusters Score -2810316 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -2810346.250000 Penalty: 5035.172852
	Iteration 23Q: 3 clusters Score -2810346 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11608 members 
Mstep: Class 2 contains 14023 members 
Entering Unmasked Estep 
Score: -2810356.750000 Penalty: 5035.172852
	Iteration 24Q: 3 clusters Score -2810357 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11479 members 
Mstep: Class 2 contains 14152 members 
Entering Unmasked Estep 
Score: -2810383.500000 Penalty: 5035.172852
	Iteration 25Q: 3 clusters Score -2810384 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -2810406.250000 Penalty: 5035.172852
	Iteration 26Q: 3 clusters Score -2810406 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11250 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -2810428.250000 Penalty: 5035.172852
	Iteration 27Q: 3 clusters Score -2810428 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 14491 members 
Entering Unmasked Estep 
Score: -2810443.500000 Penalty: 5035.172852
	Iteration 28Q: 3 clusters Score -2810444 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
Score: -2810453.000000 Penalty: 5035.172852
	Iteration 29Q: 3 clusters Score -2810453 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2810470.250000 Penalty: 5035.172852
	Iteration 30Q: 3 clusters Score -2810470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10829 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -2810483.750000 Penalty: 5035.172852
	Iteration 31Q: 3 clusters Score -2810484 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10718 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -2810490.500000 Penalty: 5035.172852
	Iteration 32Q: 3 clusters Score -2810490 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2810522.750000 Penalty: 5035.172852
	Iteration 33Q: 3 clusters Score -2810523 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 15123 members 
Entering Unmasked Estep 
Score: -2810535.250000 Penalty: 5035.172852
	Iteration 34Q: 3 clusters Score -2810535 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
Score: -2810541.000000 Penalty: 5035.172852
	Iteration 35Q: 3 clusters Score -2810541 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2810571.500000 Penalty: 5035.172852
	Iteration 36Q: 3 clusters Score -2810572 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -2810588.750000 Penalty: 5035.172852
	Iteration 37Q: 3 clusters Score -2810589 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 15598 members 
Entering Unmasked Estep 
Score: -2810613.250000 Penalty: 5035.172852
	Iteration 38Q: 3 clusters Score -2810613 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9920 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2810625.750000 Penalty: 5035.172852
	Iteration 39Q: 3 clusters Score -2810626 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 15824 members 
Entering Unmasked Estep 
Score: -2810639.750000 Penalty: 5035.172852
	Iteration 40F: 3 clusters Score -2810640 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -2810661.250000 Penalty: 5035.172852
	Iteration 41Q: 3 clusters Score -2810661 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -2810686.750000 Penalty: 5035.172852
	Iteration 42Q: 3 clusters Score -2810687 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -2810707.250000 Penalty: 5035.172852
	Iteration 43Q: 3 clusters Score -2810707 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2810727.500000 Penalty: 5035.172852
	Iteration 44Q: 3 clusters Score -2810728 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9246 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -2810757.500000 Penalty: 5035.172852
	Iteration 45Q: 3 clusters Score -2810758 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -2810767.500000 Penalty: 5035.172852
	Iteration 46Q: 3 clusters Score -2810768 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -2810774.750000 Penalty: 5035.172852
	Iteration 47Q: 3 clusters Score -2810775 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -2810794.750000 Penalty: 5035.172852
	Iteration 48Q: 3 clusters Score -2810795 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -2810807.000000 Penalty: 5035.172852
	Iteration 49Q: 3 clusters Score -2810807 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -2810817.750000 Penalty: 5035.172852
	Iteration 50Q: 3 clusters Score -2810818 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2810832.000000 Penalty: 5035.172852
	Iteration 51Q: 3 clusters Score -2810832 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 17126 members 
Entering Unmasked Estep 
Score: -2810862.500000 Penalty: 5035.172852
	Iteration 52Q: 3 clusters Score -2810862 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2810889.500000 Penalty: 5035.172852
	Iteration 53Q: 3 clusters Score -2810890 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -2810891.250000 Penalty: 5035.172852
	Iteration 54Q: 3 clusters Score -2810891 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8202 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2810914.250000 Penalty: 5035.172852
	Iteration 55Q: 3 clusters Score -2810914 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -2810927.000000 Penalty: 5035.172852
	Iteration 56Q: 3 clusters Score -2810927 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -2810947.250000 Penalty: 5035.172852
	Iteration 57Q: 3 clusters Score -2810947 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7889 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -2810962.750000 Penalty: 5035.172852
	Iteration 58Q: 3 clusters Score -2810963 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -2810985.250000 Penalty: 5035.172852
	Iteration 59Q: 3 clusters Score -2810985 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7621 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -2811021.000000 Penalty: 5035.172852
	Iteration 60F: 3 clusters Score -2811021 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
Score: -2811036.000000 Penalty: 5035.172852
	Iteration 61Q: 3 clusters Score -2811036 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 18238 members 
Entering Unmasked Estep 
Score: -2811066.000000 Penalty: 5035.172852
	Iteration 62Q: 3 clusters Score -2811066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7270 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2811083.250000 Penalty: 5035.172852
	Iteration 63Q: 3 clusters Score -2811083 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 18492 members 
Entering Unmasked Estep 
Score: -2811120.000000 Penalty: 5035.172852
	Iteration 64Q: 3 clusters Score -2811120 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -2811160.000000 Penalty: 5035.172852
	Iteration 65Q: 3 clusters Score -2811160 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 18816 members 
Entering Unmasked Estep 
Score: -2811220.000000 Penalty: 5035.172852
	Iteration 66Q: 3 clusters Score -2811220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -2811289.750000 Penalty: 5035.172852
	Iteration 67Q: 3 clusters Score -2811290 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 19242 members 
Entering Unmasked Estep 
Score: -2811404.000000 Penalty: 5035.172852
	Iteration 68Q: 3 clusters Score -2811404 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2811486.750000 Penalty: 5035.172852
	Iteration 69Q: 3 clusters Score -2811487 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2811615.750000 Penalty: 5035.172852
	Iteration 70Q: 3 clusters Score -2811616 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -2811761.000000 Penalty: 5035.172852
	Iteration 71Q: 3 clusters Score -2811761 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -2811905.750000 Penalty: 5035.172852
	Iteration 72Q: 3 clusters Score -2811906 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
Score: -2812060.000000 Penalty: 5035.172852
	Iteration 73Q: 3 clusters Score -2812060 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -2812170.250000 Penalty: 5035.172852
	Iteration 74Q: 3 clusters Score -2812170 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 20871 members 
Entering Unmasked Estep 
Score: -2812256.000000 Penalty: 5035.172852
	Iteration 75Q: 3 clusters Score -2812256 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 21015 members 
Entering Unmasked Estep 
Score: -2812310.250000 Penalty: 5035.172852
	Iteration 76Q: 3 clusters Score -2812310 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2812340.250000 Penalty: 5035.172852
	Iteration 77Q: 3 clusters Score -2812340 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -2812361.750000 Penalty: 5035.172852
	Iteration 78Q: 3 clusters Score -2812362 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -2812375.250000 Penalty: 5035.172852
	Iteration 79Q: 3 clusters Score -2812375 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -2812390.750000 Penalty: 5035.172852
	Iteration 80F: 3 clusters Score -2812391 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -2812404.500000 Penalty: 5035.172852
	Iteration 81Q: 3 clusters Score -2812404 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2812410.000000 Penalty: 5035.172852
	Iteration 82Q: 3 clusters Score -2812410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -2812415.750000 Penalty: 5035.172852
	Iteration 83Q: 3 clusters Score -2812416 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -2812421.000000 Penalty: 5035.172852
	Iteration 84Q: 3 clusters Score -2812421 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -2812425.500000 Penalty: 5035.172852
	Iteration 85Q: 3 clusters Score -2812426 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -2812423.250000 Penalty: 5035.172852
	Iteration 86Q: 3 clusters Score -2812423 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -2812441.000000 Penalty: 5035.172852
	Iteration 87Q: 3 clusters Score -2812441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -2812447.000000 Penalty: 5035.172852
	Iteration 88Q: 3 clusters Score -2812447 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 21649 members 
Entering Unmasked Estep 
Score: -2812447.500000 Penalty: 5035.172852
	Iteration 89Q: 3 clusters Score -2812448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -2812448.500000 Penalty: 5035.172852
	Iteration 90Q: 3 clusters Score -2812448 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 21665 members 
Entering Unmasked Estep 
Score: -2812450.000000 Penalty: 5035.172852
	Iteration 91Q: 3 clusters Score -2812450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -2812451.500000 Penalty: 5035.172852
	Iteration 92Q: 3 clusters Score -2812452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 21673 members 
Entering Unmasked Estep 
Score: -2812451.000000 Penalty: 5035.172852
	Iteration 93Q: 3 clusters Score -2812451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -2812449.000000 Penalty: 5035.172852
	Iteration 94Q: 3 clusters Score -2812449 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -2812455.000000 Penalty: 5035.172852
	Iteration 95Q: 3 clusters Score -2812455 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -2812450.000000 Penalty: 5035.172852
	Iteration 96Q: 3 clusters Score -2812450 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3945 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -2812448.250000 Penalty: 5035.172852
	Iteration 97Q: 3 clusters Score -2812448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -2812450.750000 Penalty: 5035.172852
	Iteration 98Q: 3 clusters Score -2812451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 21698 members 
Entering Unmasked Estep 
Score: -2812456.250000 Penalty: 5035.172852
	Iteration 99Q: 3 clusters Score -2812456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -2812446.250000 Penalty: 5035.172852
	Iteration 100F: 3 clusters Score -2812446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 21713 members 
Entering Unmasked Estep 
Score: -2812451.500000 Penalty: 5035.172852
	Iteration 101Q: 3 clusters Score -2812452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2812452.500000 Penalty: 5035.172852
	Iteration 102Q: 3 clusters Score -2812452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -2812454.750000 Penalty: 5035.172852
	Iteration 103Q: 3 clusters Score -2812455 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 21736 members 
Entering Unmasked Estep 
Score: -2812454.500000 Penalty: 5035.172852
	Iteration 104Q: 3 clusters Score -2812454 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 21741 members 
Entering Unmasked Estep 
Score: -2812458.250000 Penalty: 5035.172852
	Iteration 105Q: 3 clusters Score -2812458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 21745 members 
Entering Unmasked Estep 
Score: -2812460.000000 Penalty: 5035.172852
	Iteration 106Q: 3 clusters Score -2812460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -2812458.750000 Penalty: 5035.172852
	Iteration 107Q: 3 clusters Score -2812459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2812461.500000 Penalty: 5035.172852
	Iteration 108Q: 3 clusters Score -2812462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -2812461.500000 Penalty: 5035.172852
	Iteration 109F: 3 clusters Score -2812462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (169174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169174 members 
Entering Unmasked Estep 
Score: -19908816.000000 Penalty: 2985.593262
	Iteration 0F: 2 clusters Score -1.990882e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84527 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -19796256.000000 Penalty: 5971.186523
	Iteration 0F: 3 clusters Score -1.979626e+07 nChanged 81137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83624 members 
Mstep: Class 2 contains 85550 members 
Entering Unmasked Estep 
Score: -19843374.000000 Penalty: 5971.186523
	Iteration 1F: 3 clusters Score -1.984337e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82811 members 
Mstep: Class 2 contains 86363 members 
Entering Unmasked Estep 
Score: -19844216.000000 Penalty: 5971.186523
	Iteration 2Q: 3 clusters Score -1.984422e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81540 members 
Mstep: Class 2 contains 87634 members 
Entering Unmasked Estep 
Score: -19845376.000000 Penalty: 5971.186523
	Iteration 3Q: 3 clusters Score -1.984538e+07 nChanged 5278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 89658 members 
Entering Unmasked Estep 
Score: -19846672.000000 Penalty: 5971.186523
	Iteration 4Q: 3 clusters Score -1.984667e+07 nChanged 6229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76449 members 
Mstep: Class 2 contains 92725 members 
Entering Unmasked Estep 
Score: -19849088.000000 Penalty: 5971.186523
	Iteration 5Q: 3 clusters Score -1.984909e+07 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71741 members 
Mstep: Class 2 contains 97433 members 
Entering Unmasked Estep 
Score: -19853202.000000 Penalty: 5971.186523
	Iteration 6Q: 3 clusters Score -1.98532e+07 nChanged 10589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64900 members 
Mstep: Class 2 contains 104274 members 
Entering Unmasked Estep 
Score: -19859644.000000 Penalty: 5971.186523
	Iteration 7F: 3 clusters Score -1.985964e+07 nChanged 12817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56293 members 
Mstep: Class 2 contains 112881 members 
Entering Unmasked Estep 
Score: -19869736.000000 Penalty: 5971.186523
	Iteration 8F: 3 clusters Score -1.986974e+07 nChanged 13442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47251 members 
Mstep: Class 2 contains 121923 members 
Entering Unmasked Estep 
Score: -19882528.000000 Penalty: 5971.186523
	Iteration 9F: 3 clusters Score -1.988253e+07 nChanged 11149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 128488 members 
Entering Unmasked Estep 
Score: -19893176.000000 Penalty: 5971.186523
	Iteration 10F: 3 clusters Score -1.989318e+07 nChanged 7337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37049 members 
Mstep: Class 2 contains 132125 members 
Entering Unmasked Estep 
Score: -19898302.000000 Penalty: 5971.186523
	Iteration 11Q: 3 clusters Score -1.98983e+07 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34694 members 
Mstep: Class 2 contains 134480 members 
Entering Unmasked Estep 
Score: -19900386.000000 Penalty: 5971.186523
	Iteration 12Q: 3 clusters Score -1.990039e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32647 members 
Mstep: Class 2 contains 136527 members 
Entering Unmasked Estep 
Score: -19901326.000000 Penalty: 5971.186523
	Iteration 13Q: 3 clusters Score -1.990133e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 138411 members 
Entering Unmasked Estep 
Score: -19902216.000000 Penalty: 5971.186523
	Iteration 14Q: 3 clusters Score -1.990222e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29035 members 
Mstep: Class 2 contains 140139 members 
Entering Unmasked Estep 
Score: -19902990.000000 Penalty: 5971.186523
	Iteration 15Q: 3 clusters Score -1.990299e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27326 members 
Mstep: Class 2 contains 141848 members 
Entering Unmasked Estep 
Score: -19903856.000000 Penalty: 5971.186523
	Iteration 16Q: 3 clusters Score -1.990386e+07 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 143409 members 
Entering Unmasked Estep 
Score: -19904550.000000 Penalty: 5971.186523
	Iteration 17Q: 3 clusters Score -1.990455e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24383 members 
Mstep: Class 2 contains 144791 members 
Entering Unmasked Estep 
Score: -19905158.000000 Penalty: 5971.186523
	Iteration 18Q: 3 clusters Score -1.990516e+07 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 146076 members 
Entering Unmasked Estep 
Score: -19905742.000000 Penalty: 5971.186523
	Iteration 19Q: 3 clusters Score -1.990574e+07 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21861 members 
Mstep: Class 2 contains 147313 members 
Entering Unmasked Estep 
Score: -19906188.000000 Penalty: 5971.186523
	Iteration 20F: 3 clusters Score -1.990619e+07 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20719 members 
Mstep: Class 2 contains 148455 members 
Entering Unmasked Estep 
Score: -19906638.000000 Penalty: 5971.186523
	Iteration 21Q: 3 clusters Score -1.990664e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19615 members 
Mstep: Class 2 contains 149559 members 
Entering Unmasked Estep 
Score: -19906854.000000 Penalty: 5971.186523
	Iteration 22Q: 3 clusters Score -1.990685e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 150623 members 
Entering Unmasked Estep 
Score: -19907104.000000 Penalty: 5971.186523
	Iteration 23Q: 3 clusters Score -1.99071e+07 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17597 members 
Mstep: Class 2 contains 151577 members 
Entering Unmasked Estep 
Score: -19907444.000000 Penalty: 5971.186523
	Iteration 24Q: 3 clusters Score -1.990744e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 152460 members 
Entering Unmasked Estep 
Score: -19907594.000000 Penalty: 5971.186523
	Iteration 25Q: 3 clusters Score -1.990759e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 153295 members 
Entering Unmasked Estep 
Score: -19907834.000000 Penalty: 5971.186523
	Iteration 26Q: 3 clusters Score -1.990783e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15069 members 
Mstep: Class 2 contains 154105 members 
Entering Unmasked Estep 
Score: -19907882.000000 Penalty: 5971.186523
	Iteration 27Q: 3 clusters Score -1.990788e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 154889 members 
Entering Unmasked Estep 
Score: -19907904.000000 Penalty: 5971.186523
	Iteration 28Q: 3 clusters Score -1.99079e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 155595 members 
Entering Unmasked Estep 
Score: -19907970.000000 Penalty: 5971.186523
	Iteration 29Q: 3 clusters Score -1.990797e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 156276 members 
Entering Unmasked Estep 
Score: -19908070.000000 Penalty: 5971.186523
	Iteration 30Q: 3 clusters Score -1.990807e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 156882 members 
Entering Unmasked Estep 
Score: -19908158.000000 Penalty: 5971.186523
	Iteration 31Q: 3 clusters Score -1.990816e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 157423 members 
Entering Unmasked Estep 
Score: -19908182.000000 Penalty: 5971.186523
	Iteration 32Q: 3 clusters Score -1.990818e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 157934 members 
Entering Unmasked Estep 
Score: -19908292.000000 Penalty: 5971.186523
	Iteration 33Q: 3 clusters Score -1.990829e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 158416 members 
Entering Unmasked Estep 
Score: -19908260.000000 Penalty: 5971.186523
	Iteration 34Q: 3 clusters Score -1.990826e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10298 members 
Mstep: Class 2 contains 158876 members 
Entering Unmasked Estep 
Score: -19908292.000000 Penalty: 5971.186523
	Iteration 35Q: 3 clusters Score -1.990829e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 159329 members 
Entering Unmasked Estep 
Score: -19908210.000000 Penalty: 5971.186523
	Iteration 36Q: 3 clusters Score -1.990821e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 159733 members 
Entering Unmasked Estep 
Score: -19908252.000000 Penalty: 5971.186523
	Iteration 37Q: 3 clusters Score -1.990825e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 160131 members 
Entering Unmasked Estep 
Score: -19908290.000000 Penalty: 5971.186523
	Iteration 38Q: 3 clusters Score -1.990829e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 160477 members 
Entering Unmasked Estep 
Score: -19908240.000000 Penalty: 5971.186523
	Iteration 39Q: 3 clusters Score -1.990824e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 160803 members 
Entering Unmasked Estep 
Score: -19908228.000000 Penalty: 5971.186523
	Iteration 40F: 3 clusters Score -1.990823e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 161096 members 
Entering Unmasked Estep 
Score: -19908232.000000 Penalty: 5971.186523
	Iteration 41Q: 3 clusters Score -1.990823e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 161356 members 
Entering Unmasked Estep 
Score: -19908202.000000 Penalty: 5971.186523
	Iteration 42Q: 3 clusters Score -1.99082e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
Mstep: Class 2 contains 161631 members 
Entering Unmasked Estep 
Score: -19908208.000000 Penalty: 5971.186523
	Iteration 43Q: 3 clusters Score -1.990821e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 161872 members 
Entering Unmasked Estep 
Score: -19908244.000000 Penalty: 5971.186523
	Iteration 44Q: 3 clusters Score -1.990824e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 162097 members 
Entering Unmasked Estep 
Score: -19908234.000000 Penalty: 5971.186523
	Iteration 45Q: 3 clusters Score -1.990823e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 162291 members 
Entering Unmasked Estep 
Score: -19908230.000000 Penalty: 5971.186523
	Iteration 46Q: 3 clusters Score -1.990823e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6719 members 
Mstep: Class 2 contains 162455 members 
Entering Unmasked Estep 
Score: -19908250.000000 Penalty: 5971.186523
	Iteration 47Q: 3 clusters Score -1.990825e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6561 members 
Mstep: Class 2 contains 162613 members 
Entering Unmasked Estep 
Score: -19908244.000000 Penalty: 5971.186523
	Iteration 48Q: 3 clusters Score -1.990824e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 162761 members 
Entering Unmasked Estep 
Score: -19908272.000000 Penalty: 5971.186523
	Iteration 49Q: 3 clusters Score -1.990827e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6281 members 
Mstep: Class 2 contains 162893 members 
Entering Unmasked Estep 
Score: -19908286.000000 Penalty: 5971.186523
	Iteration 50Q: 3 clusters Score -1.990829e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 163010 members 
Entering Unmasked Estep 
Score: -19908302.000000 Penalty: 5971.186523
	Iteration 51Q: 3 clusters Score -1.99083e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 163114 members 
Entering Unmasked Estep 
Score: -19908324.000000 Penalty: 5971.186523
	Iteration 52Q: 3 clusters Score -1.990832e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 163217 members 
Entering Unmasked Estep 
Score: -19908292.000000 Penalty: 5971.186523
	Iteration 53Q: 3 clusters Score -1.990829e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5884 members 
Mstep: Class 2 contains 163290 members 
Entering Unmasked Estep 
Score: -19908262.000000 Penalty: 5971.186523
	Iteration 54Q: 3 clusters Score -1.990826e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 163359 members 
Entering Unmasked Estep 
Score: -19908260.000000 Penalty: 5971.186523
	Iteration 55Q: 3 clusters Score -1.990826e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 163413 members 
Entering Unmasked Estep 
Score: -19908232.000000 Penalty: 5971.186523
	Iteration 56Q: 3 clusters Score -1.990823e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 163468 members 
Entering Unmasked Estep 
Score: -19908226.000000 Penalty: 5971.186523
	Iteration 57Q: 3 clusters Score -1.990823e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 163523 members 
Entering Unmasked Estep 
Score: -19908242.000000 Penalty: 5971.186523
	Iteration 58Q: 3 clusters Score -1.990824e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 163576 members 
Entering Unmasked Estep 
Score: -19908236.000000 Penalty: 5971.186523
	Iteration 59Q: 3 clusters Score -1.990824e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 163632 members 
Entering Unmasked Estep 
Score: -19908266.000000 Penalty: 5971.186523
	Iteration 60F: 3 clusters Score -1.990827e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 163691 members 
Entering Unmasked Estep 
Score: -19908266.000000 Penalty: 5971.186523
	Iteration 61Q: 3 clusters Score -1.990827e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 163748 members 
Entering Unmasked Estep 
Score: -19908284.000000 Penalty: 5971.186523
	Iteration 62Q: 3 clusters Score -1.990828e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 163803 members 
Entering Unmasked Estep 
Score: -19908260.000000 Penalty: 5971.186523
	Iteration 63Q: 3 clusters Score -1.990826e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 163847 members 
Entering Unmasked Estep 
Score: -19908240.000000 Penalty: 5971.186523
	Iteration 64Q: 3 clusters Score -1.990824e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 163888 members 
Entering Unmasked Estep 
Score: -19908236.000000 Penalty: 5971.186523
	Iteration 65Q: 3 clusters Score -1.990824e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 163913 members 
Entering Unmasked Estep 
Score: -19908226.000000 Penalty: 5971.186523
	Iteration 66Q: 3 clusters Score -1.990823e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 163936 members 
Entering Unmasked Estep 
Score: -19908218.000000 Penalty: 5971.186523
	Iteration 67Q: 3 clusters Score -1.990822e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 163955 members 
Entering Unmasked Estep 
Score: -19908206.000000 Penalty: 5971.186523
	Iteration 68Q: 3 clusters Score -1.990821e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 163972 members 
Entering Unmasked Estep 
Score: -19908232.000000 Penalty: 5971.186523
	Iteration 69Q: 3 clusters Score -1.990823e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 163992 members 
Entering Unmasked Estep 
Score: -19908212.000000 Penalty: 5971.186523
	Iteration 70Q: 3 clusters Score -1.990821e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 164014 members 
Entering Unmasked Estep 
Score: -19908204.000000 Penalty: 5971.186523
	Iteration 71Q: 3 clusters Score -1.99082e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 164029 members 
Entering Unmasked Estep 
Score: -19908206.000000 Penalty: 5971.186523
	Iteration 72Q: 3 clusters Score -1.990821e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 164041 members 
Entering Unmasked Estep 
Score: -19908202.000000 Penalty: 5971.186523
	Iteration 73Q: 3 clusters Score -1.99082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 164051 members 
Entering Unmasked Estep 
Score: -19908200.000000 Penalty: 5971.186523
	Iteration 74Q: 3 clusters Score -1.99082e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 164061 members 
Entering Unmasked Estep 
Score: -19908178.000000 Penalty: 5971.186523
	Iteration 75Q: 3 clusters Score -1.990818e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 164068 members 
Entering Unmasked Estep 
Score: -19908188.000000 Penalty: 5971.186523
	Iteration 76Q: 3 clusters Score -1.990819e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 164074 members 
Entering Unmasked Estep 
Score: -19908180.000000 Penalty: 5971.186523
	Iteration 77Q: 3 clusters Score -1.990818e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 164078 members 
Entering Unmasked Estep 
Score: -19908182.000000 Penalty: 5971.186523
	Iteration 78Q: 3 clusters Score -1.990818e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 164084 members 
Entering Unmasked Estep 
Score: -19908196.000000 Penalty: 5971.186523
	Iteration 79Q: 3 clusters Score -1.99082e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 164090 members 
Entering Unmasked Estep 
Score: -19908194.000000 Penalty: 5971.186523
	Iteration 80F: 3 clusters Score -1.990819e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 164093 members 
Entering Unmasked Estep 
Score: -19908194.000000 Penalty: 5971.186523
	Iteration 81Q: 3 clusters Score -1.990819e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 164094 members 
Entering Unmasked Estep 
Score: -19908192.000000 Penalty: 5971.186523
	Iteration 82Q: 3 clusters Score -1.990819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 164096 members 
Entering Unmasked Estep 
Score: -19908194.000000 Penalty: 5971.186523
	Iteration 83Q: 3 clusters Score -1.990819e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -19908198.000000 Penalty: 5971.186523
	Iteration 84Q: 3 clusters Score -1.99082e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5076 members 
Mstep: Class 2 contains 164098 members 
Entering Unmasked Estep 
Score: -19908198.000000 Penalty: 5971.186523
	Iteration 85F: 3 clusters Score -1.99082e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (302707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302707 members 
Entering Unmasked Estep 
Score: -35576944.000000 Penalty: 3129.889160
	Iteration 0F: 2 clusters Score -3.557694e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151375 members 
Mstep: Class 2 contains 151332 members 
Entering Unmasked Estep 
Score: -35382340.000000 Penalty: 6259.778320
	Iteration 0F: 3 clusters Score -3.538234e+07 nChanged 146719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149272 members 
Mstep: Class 2 contains 153435 members 
Entering Unmasked Estep 
Score: -35469524.000000 Penalty: 6259.778320
	Iteration 1F: 3 clusters Score -3.546952e+07 nChanged 8529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147279 members 
Mstep: Class 2 contains 155428 members 
Entering Unmasked Estep 
Score: -35471544.000000 Penalty: 6259.778320
	Iteration 2Q: 3 clusters Score -3.547154e+07 nChanged 10312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144241 members 
Mstep: Class 2 contains 158466 members 
Entering Unmasked Estep 
Score: -35474836.000000 Penalty: 6259.778320
	Iteration 3Q: 3 clusters Score -3.547484e+07 nChanged 13195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139510 members 
Mstep: Class 2 contains 163197 members 
Entering Unmasked Estep 
Score: -35480504.000000 Penalty: 6259.778320
	Iteration 4Q: 3 clusters Score -3.54805e+07 nChanged 16978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132214 members 
Mstep: Class 2 contains 170493 members 
Entering Unmasked Estep 
Score: -35490332.000000 Penalty: 6259.778320
	Iteration 5F: 3 clusters Score -3.549033e+07 nChanged 20720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121946 members 
Mstep: Class 2 contains 180761 members 
Entering Unmasked Estep 
Score: -35504732.000000 Penalty: 6259.778320
	Iteration 6F: 3 clusters Score -3.550473e+07 nChanged 22964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109326 members 
Mstep: Class 2 contains 193381 members 
Entering Unmasked Estep 
Score: -35523324.000000 Penalty: 6259.778320
	Iteration 7F: 3 clusters Score -3.552332e+07 nChanged 21571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97023 members 
Mstep: Class 2 contains 205684 members 
Entering Unmasked Estep 
Score: -35542012.000000 Penalty: 6259.778320
	Iteration 8F: 3 clusters Score -3.554201e+07 nChanged 16901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87050 members 
Mstep: Class 2 contains 215657 members 
Entering Unmasked Estep 
Score: -35555728.000000 Penalty: 6259.778320
	Iteration 9F: 3 clusters Score -3.555573e+07 nChanged 11296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79274 members 
Mstep: Class 2 contains 223433 members 
Entering Unmasked Estep 
Score: -35562284.000000 Penalty: 6259.778320
	Iteration 10Q: 3 clusters Score -3.556228e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72422 members 
Mstep: Class 2 contains 230285 members 
Entering Unmasked Estep 
Score: -35566080.000000 Penalty: 6259.778320
	Iteration 11Q: 3 clusters Score -3.556608e+07 nChanged 6420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 236605 members 
Entering Unmasked Estep 
Score: -35569400.000000 Penalty: 6259.778320
	Iteration 12Q: 3 clusters Score -3.55694e+07 nChanged 5956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60208 members 
Mstep: Class 2 contains 242499 members 
Entering Unmasked Estep 
Score: -35572124.000000 Penalty: 6259.778320
	Iteration 13Q: 3 clusters Score -3.557212e+07 nChanged 5264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55028 members 
Mstep: Class 2 contains 247679 members 
Entering Unmasked Estep 
Score: -35574624.000000 Penalty: 6259.778320
	Iteration 14Q: 3 clusters Score -3.557462e+07 nChanged 4600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50464 members 
Mstep: Class 2 contains 252243 members 
Entering Unmasked Estep 
Score: -35576300.000000 Penalty: 6259.778320
	Iteration 15Q: 3 clusters Score -3.55763e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46474 members 
Mstep: Class 2 contains 256233 members 
Entering Unmasked Estep 
Score: -35577324.000000 Penalty: 6259.778320
	Iteration 16Q: 3 clusters Score -3.557732e+07 nChanged 3570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42910 members 
Mstep: Class 2 contains 259797 members 
Entering Unmasked Estep 
Score: -35578260.000000 Penalty: 6259.778320
	Iteration 17Q: 3 clusters Score -3.557826e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39727 members 
Mstep: Class 2 contains 262980 members 
Entering Unmasked Estep 
Score: -35578788.000000 Penalty: 6259.778320
	Iteration 18Q: 3 clusters Score -3.557879e+07 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36860 members 
Mstep: Class 2 contains 265847 members 
Entering Unmasked Estep 
Score: -35579404.000000 Penalty: 6259.778320
	Iteration 19Q: 3 clusters Score -3.55794e+07 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34278 members 
Mstep: Class 2 contains 268429 members 
Entering Unmasked Estep 
Score: -35579856.000000 Penalty: 6259.778320
	Iteration 20F: 3 clusters Score -3.557986e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 270745 members 
Entering Unmasked Estep 
Score: -35580280.000000 Penalty: 6259.778320
	Iteration 21Q: 3 clusters Score -3.558028e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29785 members 
Mstep: Class 2 contains 272922 members 
Entering Unmasked Estep 
Score: -35580648.000000 Penalty: 6259.778320
	Iteration 22Q: 3 clusters Score -3.558065e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27868 members 
Mstep: Class 2 contains 274839 members 
Entering Unmasked Estep 
Score: -35580828.000000 Penalty: 6259.778320
	Iteration 23Q: 3 clusters Score -3.558083e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26094 members 
Mstep: Class 2 contains 276613 members 
Entering Unmasked Estep 
Score: -35580976.000000 Penalty: 6259.778320
	Iteration 24Q: 3 clusters Score -3.558098e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 278217 members 
Entering Unmasked Estep 
Score: -35581060.000000 Penalty: 6259.778320
	Iteration 25Q: 3 clusters Score -3.558106e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 279669 members 
Entering Unmasked Estep 
Score: -35581152.000000 Penalty: 6259.778320
	Iteration 26Q: 3 clusters Score -3.558115e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 281071 members 
Entering Unmasked Estep 
Score: -35581348.000000 Penalty: 6259.778320
	Iteration 27Q: 3 clusters Score -3.558135e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20372 members 
Mstep: Class 2 contains 282335 members 
Entering Unmasked Estep 
Score: -35581360.000000 Penalty: 6259.778320
	Iteration 28Q: 3 clusters Score -3.558136e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 283512 members 
Entering Unmasked Estep 
Score: -35581760.000000 Penalty: 6259.778320
	Iteration 29Q: 3 clusters Score -3.558176e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 284532 members 
Entering Unmasked Estep 
Score: -35581816.000000 Penalty: 6259.778320
	Iteration 30Q: 3 clusters Score -3.558182e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 285372 members 
Entering Unmasked Estep 
Score: -35581772.000000 Penalty: 6259.778320
	Iteration 31Q: 3 clusters Score -3.558177e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 286117 members 
Entering Unmasked Estep 
Score: -35581828.000000 Penalty: 6259.778320
	Iteration 32Q: 3 clusters Score -3.558183e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 286791 members 
Entering Unmasked Estep 
Score: -35581904.000000 Penalty: 6259.778320
	Iteration 33Q: 3 clusters Score -3.55819e+07 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15244 members 
Mstep: Class 2 contains 287463 members 
Entering Unmasked Estep 
Score: -35581896.000000 Penalty: 6259.778320
	Iteration 34Q: 3 clusters Score -3.55819e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14615 members 
Mstep: Class 2 contains 288092 members 
Entering Unmasked Estep 
Score: -35581960.000000 Penalty: 6259.778320
	Iteration 35Q: 3 clusters Score -3.558196e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 288652 members 
Entering Unmasked Estep 
Score: -35581888.000000 Penalty: 6259.778320
	Iteration 36Q: 3 clusters Score -3.558189e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 289181 members 
Entering Unmasked Estep 
Score: -35581840.000000 Penalty: 6259.778320
	Iteration 37Q: 3 clusters Score -3.558184e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 289682 members 
Entering Unmasked Estep 
Score: -35581932.000000 Penalty: 6259.778320
	Iteration 38Q: 3 clusters Score -3.558193e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 290131 members 
Entering Unmasked Estep 
Score: -35581876.000000 Penalty: 6259.778320
	Iteration 39Q: 3 clusters Score -3.558188e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12206 members 
Mstep: Class 2 contains 290501 members 
Entering Unmasked Estep 
Score: -35581848.000000 Penalty: 6259.778320
	Iteration 40F: 3 clusters Score -3.558185e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11858 members 
Mstep: Class 2 contains 290849 members 
Entering Unmasked Estep 
Score: -35581860.000000 Penalty: 6259.778320
	Iteration 41Q: 3 clusters Score -3.558186e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11544 members 
Mstep: Class 2 contains 291163 members 
Entering Unmasked Estep 
Score: -35581892.000000 Penalty: 6259.778320
	Iteration 42Q: 3 clusters Score -3.558189e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 291428 members 
Entering Unmasked Estep 
Score: -35581860.000000 Penalty: 6259.778320
	Iteration 43Q: 3 clusters Score -3.558186e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 291674 members 
Entering Unmasked Estep 
Score: -35581796.000000 Penalty: 6259.778320
	Iteration 44Q: 3 clusters Score -3.55818e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 291900 members 
Entering Unmasked Estep 
Score: -35581672.000000 Penalty: 6259.778320
	Iteration 45Q: 3 clusters Score -3.558167e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 292107 members 
Entering Unmasked Estep 
Score: -35581644.000000 Penalty: 6259.778320
	Iteration 46Q: 3 clusters Score -3.558164e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 292328 members 
Entering Unmasked Estep 
Score: -35581608.000000 Penalty: 6259.778320
	Iteration 47Q: 3 clusters Score -3.558161e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 292541 members 
Entering Unmasked Estep 
Score: -35581520.000000 Penalty: 6259.778320
	Iteration 48Q: 3 clusters Score -3.558152e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 292769 members 
Entering Unmasked Estep 
Score: -35581464.000000 Penalty: 6259.778320
	Iteration 49Q: 3 clusters Score -3.558146e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 292988 members 
Entering Unmasked Estep 
Score: -35581472.000000 Penalty: 6259.778320
	Iteration 50Q: 3 clusters Score -3.558147e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 293214 members 
Entering Unmasked Estep 
Score: -35581392.000000 Penalty: 6259.778320
	Iteration 51Q: 3 clusters Score -3.558139e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 293417 members 
Entering Unmasked Estep 
Score: -35581352.000000 Penalty: 6259.778320
	Iteration 52Q: 3 clusters Score -3.558135e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 293612 members 
Entering Unmasked Estep 
Score: -35581232.000000 Penalty: 6259.778320
	Iteration 53Q: 3 clusters Score -3.558123e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 293813 members 
Entering Unmasked Estep 
Score: -35581220.000000 Penalty: 6259.778320
	Iteration 54Q: 3 clusters Score -3.558122e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 294012 members 
Entering Unmasked Estep 
Score: -35581208.000000 Penalty: 6259.778320
	Iteration 55Q: 3 clusters Score -3.558121e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 294210 members 
Entering Unmasked Estep 
Score: -35581176.000000 Penalty: 6259.778320
	Iteration 56Q: 3 clusters Score -3.558118e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 294388 members 
Entering Unmasked Estep 
Score: -35581116.000000 Penalty: 6259.778320
	Iteration 57Q: 3 clusters Score -3.558112e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 294576 members 
Entering Unmasked Estep 
Score: -35581088.000000 Penalty: 6259.778320
	Iteration 58Q: 3 clusters Score -3.558109e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 294739 members 
Entering Unmasked Estep 
Score: -35580960.000000 Penalty: 6259.778320
	Iteration 59Q: 3 clusters Score -3.558096e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7790 members 
Mstep: Class 2 contains 294917 members 
Entering Unmasked Estep 
Score: -35580932.000000 Penalty: 6259.778320
	Iteration 60F: 3 clusters Score -3.558093e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 295089 members 
Entering Unmasked Estep 
Score: -35580768.000000 Penalty: 6259.778320
	Iteration 61Q: 3 clusters Score -3.558077e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 295255 members 
Entering Unmasked Estep 
Score: -35580744.000000 Penalty: 6259.778320
	Iteration 62Q: 3 clusters Score -3.558074e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 295417 members 
Entering Unmasked Estep 
Score: -35580696.000000 Penalty: 6259.778320
	Iteration 63Q: 3 clusters Score -3.55807e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 295584 members 
Entering Unmasked Estep 
Score: -35580624.000000 Penalty: 6259.778320
	Iteration 64Q: 3 clusters Score -3.558062e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6957 members 
Mstep: Class 2 contains 295750 members 
Entering Unmasked Estep 
Score: -35580548.000000 Penalty: 6259.778320
	Iteration 65Q: 3 clusters Score -3.558055e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 295900 members 
Entering Unmasked Estep 
Score: -35580544.000000 Penalty: 6259.778320
	Iteration 66Q: 3 clusters Score -3.558054e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6694 members 
Mstep: Class 2 contains 296013 members 
Entering Unmasked Estep 
Score: -35580548.000000 Penalty: 6259.778320
	Iteration 67Q: 3 clusters Score -3.558055e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 296119 members 
Entering Unmasked Estep 
Score: -35580488.000000 Penalty: 6259.778320
	Iteration 68Q: 3 clusters Score -3.558049e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 296230 members 
Entering Unmasked Estep 
Score: -35580496.000000 Penalty: 6259.778320
	Iteration 69Q: 3 clusters Score -3.55805e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6375 members 
Mstep: Class 2 contains 296332 members 
Entering Unmasked Estep 
Score: -35580412.000000 Penalty: 6259.778320
	Iteration 70Q: 3 clusters Score -3.558041e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6267 members 
Mstep: Class 2 contains 296440 members 
Entering Unmasked Estep 
Score: -35580428.000000 Penalty: 6259.778320
	Iteration 71Q: 3 clusters Score -3.558043e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 296535 members 
Entering Unmasked Estep 
Score: -35580384.000000 Penalty: 6259.778320
	Iteration 72Q: 3 clusters Score -3.558038e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 296623 members 
Entering Unmasked Estep 
Score: -35580368.000000 Penalty: 6259.778320
	Iteration 73Q: 3 clusters Score -3.558037e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 296708 members 
Entering Unmasked Estep 
Score: -35580344.000000 Penalty: 6259.778320
	Iteration 74Q: 3 clusters Score -3.558034e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 296790 members 
Entering Unmasked Estep 
Score: -35580384.000000 Penalty: 6259.778320
	Iteration 75Q: 3 clusters Score -3.558038e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 296871 members 
Entering Unmasked Estep 
Score: -35580332.000000 Penalty: 6259.778320
	Iteration 76Q: 3 clusters Score -3.558033e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 296942 members 
Entering Unmasked Estep 
Score: -35580312.000000 Penalty: 6259.778320
	Iteration 77Q: 3 clusters Score -3.558031e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 297024 members 
Entering Unmasked Estep 
Score: -35580276.000000 Penalty: 6259.778320
	Iteration 78Q: 3 clusters Score -3.558028e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 297088 members 
Entering Unmasked Estep 
Score: -35580280.000000 Penalty: 6259.778320
	Iteration 79Q: 3 clusters Score -3.558028e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 297147 members 
Entering Unmasked Estep 
Score: -35580228.000000 Penalty: 6259.778320
	Iteration 80F: 3 clusters Score -3.558023e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 297199 members 
Entering Unmasked Estep 
Score: -35580200.000000 Penalty: 6259.778320
	Iteration 81Q: 3 clusters Score -3.55802e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 297242 members 
Entering Unmasked Estep 
Score: -35580200.000000 Penalty: 6259.778320
	Iteration 82Q: 3 clusters Score -3.55802e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 297281 members 
Entering Unmasked Estep 
Score: -35580156.000000 Penalty: 6259.778320
	Iteration 83Q: 3 clusters Score -3.558016e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 297311 members 
Entering Unmasked Estep 
Score: -35580112.000000 Penalty: 6259.778320
	Iteration 84Q: 3 clusters Score -3.558011e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 297347 members 
Entering Unmasked Estep 
Score: -35580072.000000 Penalty: 6259.778320
	Iteration 85Q: 3 clusters Score -3.558007e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 297386 members 
Entering Unmasked Estep 
Score: -35580040.000000 Penalty: 6259.778320
	Iteration 86Q: 3 clusters Score -3.558004e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 297420 members 
Entering Unmasked Estep 
Score: -35580012.000000 Penalty: 6259.778320
	Iteration 87Q: 3 clusters Score -3.558001e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 297456 members 
Entering Unmasked Estep 
Score: -35579976.000000 Penalty: 6259.778320
	Iteration 88Q: 3 clusters Score -3.557998e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 297486 members 
Entering Unmasked Estep 
Score: -35579940.000000 Penalty: 6259.778320
	Iteration 89Q: 3 clusters Score -3.557994e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 297522 members 
Entering Unmasked Estep 
Score: -35579928.000000 Penalty: 6259.778320
	Iteration 90Q: 3 clusters Score -3.557993e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 297555 members 
Entering Unmasked Estep 
Score: -35579924.000000 Penalty: 6259.778320
	Iteration 91Q: 3 clusters Score -3.557992e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 297583 members 
Entering Unmasked Estep 
Score: -35579940.000000 Penalty: 6259.778320
	Iteration 92Q: 3 clusters Score -3.557994e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 297609 members 
Entering Unmasked Estep 
Score: -35579884.000000 Penalty: 6259.778320
	Iteration 93Q: 3 clusters Score -3.557988e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 297630 members 
Entering Unmasked Estep 
Score: -35579852.000000 Penalty: 6259.778320
	Iteration 94Q: 3 clusters Score -3.557985e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 297650 members 
Entering Unmasked Estep 
Score: -35579820.000000 Penalty: 6259.778320
	Iteration 95Q: 3 clusters Score -3.557982e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 297663 members 
Entering Unmasked Estep 
Score: -35579812.000000 Penalty: 6259.778320
	Iteration 96Q: 3 clusters Score -3.557981e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 297670 members 
Entering Unmasked Estep 
Score: -35579832.000000 Penalty: 6259.778320
	Iteration 97Q: 3 clusters Score -3.557983e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 297677 members 
Entering Unmasked Estep 
Score: -35579840.000000 Penalty: 6259.778320
	Iteration 98Q: 3 clusters Score -3.557984e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 297682 members 
Entering Unmasked Estep 
Score: -35579824.000000 Penalty: 6259.778320
	Iteration 99Q: 3 clusters Score -3.557982e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 297687 members 
Entering Unmasked Estep 
Score: -35579820.000000 Penalty: 6259.778320
	Iteration 100F: 3 clusters Score -3.557982e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 297689 members 
Entering Unmasked Estep 
Score: -35579816.000000 Penalty: 6259.778320
	Iteration 101Q: 3 clusters Score -3.557982e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 297693 members 
Entering Unmasked Estep 
Score: -35579796.000000 Penalty: 6259.778320
	Iteration 102Q: 3 clusters Score -3.55798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 297698 members 
Entering Unmasked Estep 
Score: -35579800.000000 Penalty: 6259.778320
	Iteration 103Q: 3 clusters Score -3.55798e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 297706 members 
Entering Unmasked Estep 
Score: -35579792.000000 Penalty: 6259.778320
	Iteration 104Q: 3 clusters Score -3.557979e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 297715 members 
Entering Unmasked Estep 
Score: -35579800.000000 Penalty: 6259.778320
	Iteration 105Q: 3 clusters Score -3.55798e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 297725 members 
Entering Unmasked Estep 
Score: -35579780.000000 Penalty: 6259.778320
	Iteration 106Q: 3 clusters Score -3.557978e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 297734 members 
Entering Unmasked Estep 
Score: -35579760.000000 Penalty: 6259.778320
	Iteration 107Q: 3 clusters Score -3.557976e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 297743 members 
Entering Unmasked Estep 
Score: -35579732.000000 Penalty: 6259.778320
	Iteration 108Q: 3 clusters Score -3.557973e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 297757 members 
Entering Unmasked Estep 
Score: -35579736.000000 Penalty: 6259.778320
	Iteration 109Q: 3 clusters Score -3.557974e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 297766 members 
Entering Unmasked Estep 
Score: -35579724.000000 Penalty: 6259.778320
	Iteration 110Q: 3 clusters Score -3.557972e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 297778 members 
Entering Unmasked Estep 
Score: -35579716.000000 Penalty: 6259.778320
	Iteration 111Q: 3 clusters Score -3.557972e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 297783 members 
Entering Unmasked Estep 
Score: -35579716.000000 Penalty: 6259.778320
	Iteration 112Q: 3 clusters Score -3.557972e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 297791 members 
Entering Unmasked Estep 
Score: -35579712.000000 Penalty: 6259.778320
	Iteration 113Q: 3 clusters Score -3.557971e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 297802 members 
Entering Unmasked Estep 
Score: -35579708.000000 Penalty: 6259.778320
	Iteration 114Q: 3 clusters Score -3.557971e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 297811 members 
Entering Unmasked Estep 
Score: -35579712.000000 Penalty: 6259.778320
	Iteration 115Q: 3 clusters Score -3.557971e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 297816 members 
Entering Unmasked Estep 
Score: -35579692.000000 Penalty: 6259.778320
	Iteration 116Q: 3 clusters Score -3.557969e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 297820 members 
Entering Unmasked Estep 
Score: -35579660.000000 Penalty: 6259.778320
	Iteration 117Q: 3 clusters Score -3.557966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 297824 members 
Entering Unmasked Estep 
Score: -35579660.000000 Penalty: 6259.778320
	Iteration 118Q: 3 clusters Score -3.557966e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 297828 members 
Entering Unmasked Estep 
Score: -35579652.000000 Penalty: 6259.778320
	Iteration 119Q: 3 clusters Score -3.557965e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 297834 members 
Entering Unmasked Estep 
Score: -35579660.000000 Penalty: 6259.778320
	Iteration 120F: 3 clusters Score -3.557966e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 297842 members 
Entering Unmasked Estep 
Score: -35579636.000000 Penalty: 6259.778320
	Iteration 121Q: 3 clusters Score -3.557964e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 297847 members 
Entering Unmasked Estep 
Score: -35579624.000000 Penalty: 6259.778320
	Iteration 122Q: 3 clusters Score -3.557962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 297852 members 
Entering Unmasked Estep 
Score: -35579628.000000 Penalty: 6259.778320
	Iteration 123Q: 3 clusters Score -3.557963e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 297859 members 
Entering Unmasked Estep 
Score: -35579620.000000 Penalty: 6259.778320
	Iteration 124Q: 3 clusters Score -3.557962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 297864 members 
Entering Unmasked Estep 
Score: -35579620.000000 Penalty: 6259.778320
	Iteration 125Q: 3 clusters Score -3.557962e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 297869 members 
Entering Unmasked Estep 
Score: -35579612.000000 Penalty: 6259.778320
	Iteration 126Q: 3 clusters Score -3.557961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 297875 members 
Entering Unmasked Estep 
Score: -35579612.000000 Penalty: 6259.778320
	Iteration 127Q: 3 clusters Score -3.557961e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 297883 members 
Entering Unmasked Estep 
Score: -35579600.000000 Penalty: 6259.778320
	Iteration 128Q: 3 clusters Score -3.55796e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 297892 members 
Entering Unmasked Estep 
Score: -35579572.000000 Penalty: 6259.778320
	Iteration 129Q: 3 clusters Score -3.557957e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 297897 members 
Entering Unmasked Estep 
Score: -35579572.000000 Penalty: 6259.778320
	Iteration 130Q: 3 clusters Score -3.557957e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 297903 members 
Entering Unmasked Estep 
Score: -35579556.000000 Penalty: 6259.778320
	Iteration 131Q: 3 clusters Score -3.557956e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 297907 members 
Entering Unmasked Estep 
Score: -35579532.000000 Penalty: 6259.778320
	Iteration 132Q: 3 clusters Score -3.557953e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 297910 members 
Entering Unmasked Estep 
Score: -35579528.000000 Penalty: 6259.778320
	Iteration 133Q: 3 clusters Score -3.557953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 297912 members 
Entering Unmasked Estep 
Score: -35579528.000000 Penalty: 6259.778320
	Iteration 134Q: 3 clusters Score -3.557953e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 297915 members 
Entering Unmasked Estep 
Score: -35579536.000000 Penalty: 6259.778320
	Iteration 135Q: 3 clusters Score -3.557954e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 297919 members 
Entering Unmasked Estep 
Score: -35579532.000000 Penalty: 6259.778320
	Iteration 136Q: 3 clusters Score -3.557953e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 297921 members 
Entering Unmasked Estep 
Score: -35579524.000000 Penalty: 6259.778320
	Iteration 137Q: 3 clusters Score -3.557952e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 297922 members 
Entering Unmasked Estep 
Score: -35579524.000000 Penalty: 6259.778320
	Iteration 138Q: 3 clusters Score -3.557952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 297922 members 
Entering Unmasked Estep 
Score: -35579524.000000 Penalty: 6259.778320
	Iteration 139F: 3 clusters Score -3.557952e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 91184 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 25631 members 
Mstep: Class 5 contains 169174 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 6065 members 
Mstep: Class 8 contains 24061 members 
Mstep: Class 9 contains 18079 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 297922 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 202649 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9660 members 
Mstep: Class 18 contains 4428 members 
Mstep: Class 19 contains 18777 members 
Mstep: Class 20 contains 10216 members 
Mstep: Class 21 contains 14624 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 67927 members 
Mstep: Class 24 contains 18724 members 
Mstep: Class 25 contains 11077 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 192268 members 
Mstep: Class 29 contains 176020 members 
Entering Unmasked Estep 
Score: -161454512.000000 Penalty: 101876.304688
Splitting cluster 6 changes total score from -161451792.000000 to -161454512.000000
So it's getting split into cluster 11.
Entering ConstructFrom: 
Trying to split cluster 7 (6065 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Entering Unmasked Estep 
Score: -520617.031250 Penalty: 2160.151855
	Iteration 0F: 2 clusters Score -520617 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3009 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -515538.625000 Penalty: 4320.303711
	Iteration 0F: 3 clusters Score -515538.6 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -516840.093750 Penalty: 4320.303711
	Iteration 1F: 3 clusters Score -516840.1 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -517152.031250 Penalty: 4320.303711
	Iteration 2F: 3 clusters Score -517152 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -517378.968750 Penalty: 4320.303711
	Iteration 3F: 3 clusters Score -517379 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -517623.812500 Penalty: 4320.303711
	Iteration 4F: 3 clusters Score -517623.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -517944.750000 Penalty: 4320.303711
	Iteration 5F: 3 clusters Score -517944.8 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -518377.468750 Penalty: 4320.303711
	Iteration 6F: 3 clusters Score -518377.5 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -519010.656250 Penalty: 4320.303711
	Iteration 7F: 3 clusters Score -519010.7 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -519711.500000 Penalty: 4320.303711
	Iteration 8F: 3 clusters Score -519711.5 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -520204.968750 Penalty: 4320.303711
	Iteration 9F: 3 clusters Score -520205 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -520445.375000 Penalty: 4320.303711
	Iteration 10Q: 3 clusters Score -520445.4 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -520554.875000 Penalty: 4320.303711
	Iteration 11Q: 3 clusters Score -520554.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -520598.781250 Penalty: 4320.303711
	Iteration 12Q: 3 clusters Score -520598.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -520625.093750 Penalty: 4320.303711
	Iteration 13Q: 3 clusters Score -520625.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -520639.531250 Penalty: 4320.303711
	Iteration 14Q: 3 clusters Score -520639.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -520651.531250 Penalty: 4320.303711
	Iteration 15Q: 3 clusters Score -520651.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -520660.843750 Penalty: 4320.303711
	Iteration 16Q: 3 clusters Score -520660.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 5112 members 
Entering Unmasked Estep 
Score: -520664.312500 Penalty: 4320.303711
	Iteration 17Q: 3 clusters Score -520664.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -520667.968750 Penalty: 4320.303711
	Iteration 18Q: 3 clusters Score -520668 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -520668.968750 Penalty: 4320.303711
	Iteration 19Q: 3 clusters Score -520669 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -520673.656250 Penalty: 4320.303711
	Iteration 20F: 3 clusters Score -520673.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -520676.656250 Penalty: 4320.303711
	Iteration 21Q: 3 clusters Score -520676.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -520678.281250 Penalty: 4320.303711
	Iteration 22Q: 3 clusters Score -520678.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -520680.093750 Penalty: 4320.303711
	Iteration 23Q: 3 clusters Score -520680.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -520682.750000 Penalty: 4320.303711
	Iteration 24Q: 3 clusters Score -520682.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -520682.468750 Penalty: 4320.303711
	Iteration 25Q: 3 clusters Score -520682.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -520682.562500 Penalty: 4320.303711
	Iteration 26Q: 3 clusters Score -520682.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -520683.343750 Penalty: 4320.303711
	Iteration 27Q: 3 clusters Score -520683.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -520683.500000 Penalty: 4320.303711
	Iteration 28Q: 3 clusters Score -520683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -520683.500000 Penalty: 4320.303711
	Iteration 29F: 3 clusters Score -520683.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 91184 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 25631 members 
Mstep: Class 5 contains 169174 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 24061 members 
Mstep: Class 9 contains 18079 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 297922 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 202649 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 2140 members 
Mstep: Class 17 contains 9660 members 
Mstep: Class 18 contains 4428 members 
Mstep: Class 19 contains 18777 members 
Mstep: Class 20 contains 10216 members 
Mstep: Class 21 contains 14624 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 67927 members 
Mstep: Class 24 contains 18724 members 
Mstep: Class 25 contains 11077 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 192268 members 
Mstep: Class 29 contains 176020 members 
Mstep: Class 30 contains 5140 members 
Entering Unmasked Estep 
Score: -161453232.000000 Penalty: 105389.281250
Splitting cluster 7 changes total score from -161451792.000000 to -161453232.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 8 (24061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24061 members 
Entering Unmasked Estep 
Score: -2383880.750000 Penalty: 2501.910156
	Iteration 0F: 2 clusters Score -2383881 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 12164 members 
Entering Unmasked Estep 
Score: -2367309.250000 Penalty: 5003.820312
	Iteration 0F: 3 clusters Score -2367309 nChanged 10724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -2373377.500000 Penalty: 5003.820312
	Iteration 1F: 3 clusters Score -2373378 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -2374169.750000 Penalty: 5003.820312
	Iteration 2F: 3 clusters Score -2374170 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2374957.500000 Penalty: 5003.820312
	Iteration 3F: 3 clusters Score -2374958 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10611 members 
Mstep: Class 2 contains 13450 members 
Entering Unmasked Estep 
Score: -2375668.750000 Penalty: 5003.820312
	Iteration 4F: 3 clusters Score -2375669 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10377 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2376311.250000 Penalty: 5003.820312
	Iteration 5F: 3 clusters Score -2376311 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -2376870.000000 Penalty: 5003.820312
	Iteration 6Q: 3 clusters Score -2376870 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 14177 members 
Entering Unmasked Estep 
Score: -2377321.500000 Penalty: 5003.820312
	Iteration 7Q: 3 clusters Score -2377322 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9603 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -2377728.250000 Penalty: 5003.820312
	Iteration 8Q: 3 clusters Score -2377728 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -2378092.000000 Penalty: 5003.820312
	Iteration 9Q: 3 clusters Score -2378092 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 15226 members 
Entering Unmasked Estep 
Score: -2378378.500000 Penalty: 5003.820312
	Iteration 10Q: 3 clusters Score -2378378 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -2378651.500000 Penalty: 5003.820312
	Iteration 11Q: 3 clusters Score -2378652 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -2378899.000000 Penalty: 5003.820312
	Iteration 12Q: 3 clusters Score -2378899 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 16714 members 
Entering Unmasked Estep 
Score: -2379116.500000 Penalty: 5003.820312
	Iteration 13Q: 3 clusters Score -2379116 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2379348.750000 Penalty: 5003.820312
	Iteration 14Q: 3 clusters Score -2379349 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 17790 members 
Entering Unmasked Estep 
Score: -2379585.500000 Penalty: 5003.820312
	Iteration 15Q: 3 clusters Score -2379586 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 18345 members 
Entering Unmasked Estep 
Score: -2379842.250000 Penalty: 5003.820312
	Iteration 16Q: 3 clusters Score -2379842 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2380092.250000 Penalty: 5003.820312
	Iteration 17Q: 3 clusters Score -2380092 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 19445 members 
Entering Unmasked Estep 
Score: -2380357.250000 Penalty: 5003.820312
	Iteration 18Q: 3 clusters Score -2380357 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -2380586.250000 Penalty: 5003.820312
	Iteration 19Q: 3 clusters Score -2380586 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -2380821.000000 Penalty: 5003.820312
	Iteration 20F: 3 clusters Score -2380821 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2381002.750000 Penalty: 5003.820312
	Iteration 21Q: 3 clusters Score -2381003 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -2381153.250000 Penalty: 5003.820312
	Iteration 22Q: 3 clusters Score -2381153 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 21381 members 
Entering Unmasked Estep 
Score: -2381279.000000 Penalty: 5003.820312
	Iteration 23Q: 3 clusters Score -2381279 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
Score: -2381356.750000 Penalty: 5003.820312
	Iteration 24Q: 3 clusters Score -2381357 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -2381436.250000 Penalty: 5003.820312
	Iteration 25Q: 3 clusters Score -2381436 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -2381479.250000 Penalty: 5003.820312
	Iteration 26Q: 3 clusters Score -2381479 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -2381527.500000 Penalty: 5003.820312
	Iteration 27Q: 3 clusters Score -2381528 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -2381566.500000 Penalty: 5003.820312
	Iteration 28Q: 3 clusters Score -2381566 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -2381602.250000 Penalty: 5003.820312
	Iteration 29Q: 3 clusters Score -2381602 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2381638.750000 Penalty: 5003.820312
	Iteration 30Q: 3 clusters Score -2381639 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 22439 members 
Entering Unmasked Estep 
Score: -2381677.250000 Penalty: 5003.820312
	Iteration 31Q: 3 clusters Score -2381677 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 22524 members 
Entering Unmasked Estep 
Score: -2381717.250000 Penalty: 5003.820312
	Iteration 32Q: 3 clusters Score -2381717 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -2381758.250000 Penalty: 5003.820312
	Iteration 33Q: 3 clusters Score -2381758 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -2381772.750000 Penalty: 5003.820312
	Iteration 34Q: 3 clusters Score -2381773 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -2381790.250000 Penalty: 5003.820312
	Iteration 35Q: 3 clusters Score -2381790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 22745 members 
Entering Unmasked Estep 
Score: -2381799.000000 Penalty: 5003.820312
	Iteration 36Q: 3 clusters Score -2381799 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 22778 members 
Entering Unmasked Estep 
Score: -2381820.250000 Penalty: 5003.820312
	Iteration 37Q: 3 clusters Score -2381820 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 22803 members 
Entering Unmasked Estep 
Score: -2381835.500000 Penalty: 5003.820312
	Iteration 38Q: 3 clusters Score -2381836 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 22823 members 
Entering Unmasked Estep 
Score: -2381843.250000 Penalty: 5003.820312
	Iteration 39Q: 3 clusters Score -2381843 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -2381847.500000 Penalty: 5003.820312
	Iteration 40F: 3 clusters Score -2381848 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -2381854.000000 Penalty: 5003.820312
	Iteration 41Q: 3 clusters Score -2381854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -2381853.000000 Penalty: 5003.820312
	Iteration 42Q: 3 clusters Score -2381853 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -2381853.250000 Penalty: 5003.820312
	Iteration 43Q: 3 clusters Score -2381853 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 22885 members 
Entering Unmasked Estep 
Score: -2381859.000000 Penalty: 5003.820312
	Iteration 44Q: 3 clusters Score -2381859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -2381862.750000 Penalty: 5003.820312
	Iteration 45Q: 3 clusters Score -2381863 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -2381863.000000 Penalty: 5003.820312
	Iteration 46Q: 3 clusters Score -2381863 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2381863.500000 Penalty: 5003.820312
	Iteration 47Q: 3 clusters Score -2381864 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -2381871.250000 Penalty: 5003.820312
	Iteration 48Q: 3 clusters Score -2381871 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 22926 members 
Entering Unmasked Estep 
Score: -2381876.750000 Penalty: 5003.820312
	Iteration 49Q: 3 clusters Score -2381877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -2381875.750000 Penalty: 5003.820312
	Iteration 50Q: 3 clusters Score -2381876 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -2381885.250000 Penalty: 5003.820312
	Iteration 51Q: 3 clusters Score -2381885 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -2381886.750000 Penalty: 5003.820312
	Iteration 52Q: 3 clusters Score -2381887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -2381894.000000 Penalty: 5003.820312
	Iteration 53Q: 3 clusters Score -2381894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -2381892.000000 Penalty: 5003.820312
	Iteration 54Q: 3 clusters Score -2381892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2381893.500000 Penalty: 5003.820312
	Iteration 55Q: 3 clusters Score -2381894 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -2381894.750000 Penalty: 5003.820312
	Iteration 56Q: 3 clusters Score -2381895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2381896.250000 Penalty: 5003.820312
	Iteration 57Q: 3 clusters Score -2381896 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -2381895.500000 Penalty: 5003.820312
	Iteration 58Q: 3 clusters Score -2381896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -2381894.000000 Penalty: 5003.820312
	Iteration 59Q: 3 clusters Score -2381894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -2381895.250000 Penalty: 5003.820312
	Iteration 60F: 3 clusters Score -2381895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -2381895.000000 Penalty: 5003.820312
	Iteration 61Q: 3 clusters Score -2381895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2381896.000000 Penalty: 5003.820312
	Iteration 62Q: 3 clusters Score -2381896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 22982 members 
Entering Unmasked Estep 
Score: -2381896.000000 Penalty: 5003.820312
	Iteration 63F: 3 clusters Score -2381896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Entering Unmasked Estep 
Score: -2029241.250000 Penalty: 2431.021484
	Iteration 0F: 2 clusters Score -2029241 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -2016535.375000 Penalty: 4862.042969
	Iteration 0F: 3 clusters Score -2016535 nChanged 7768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 9525 members 
Entering Unmasked Estep 
Score: -2020777.875000 Penalty: 4862.042969
	Iteration 1F: 3 clusters Score -2020778 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8211 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -2021329.875000 Penalty: 4862.042969
	Iteration 2F: 3 clusters Score -2021330 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -2021887.000000 Penalty: 4862.042969
	Iteration 3F: 3 clusters Score -2021887 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2022507.125000 Penalty: 4862.042969
	Iteration 4F: 3 clusters Score -2022507 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -2023166.375000 Penalty: 4862.042969
	Iteration 5F: 3 clusters Score -2023166 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -2023851.625000 Penalty: 4862.042969
	Iteration 6F: 3 clusters Score -2023852 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 12640 members 
Entering Unmasked Estep 
Score: -2024475.250000 Penalty: 4862.042969
	Iteration 7F: 3 clusters Score -2024475 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -2025041.875000 Penalty: 4862.042969
	Iteration 8Q: 3 clusters Score -2025042 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -2025523.000000 Penalty: 4862.042969
	Iteration 9Q: 3 clusters Score -2025523 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -2025914.375000 Penalty: 4862.042969
	Iteration 10Q: 3 clusters Score -2025914 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2026231.875000 Penalty: 4862.042969
	Iteration 11Q: 3 clusters Score -2026232 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 14433 members 
Entering Unmasked Estep 
Score: -2026476.875000 Penalty: 4862.042969
	Iteration 12Q: 3 clusters Score -2026477 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2026648.625000 Penalty: 4862.042969
	Iteration 13Q: 3 clusters Score -2026649 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -2026769.000000 Penalty: 4862.042969
	Iteration 14Q: 3 clusters Score -2026769 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 14843 members 
Entering Unmasked Estep 
Score: -2026845.000000 Penalty: 4862.042969
	Iteration 15Q: 3 clusters Score -2026845 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 14933 members 
Entering Unmasked Estep 
Score: -2026902.375000 Penalty: 4862.042969
	Iteration 16Q: 3 clusters Score -2026902 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 15020 members 
Entering Unmasked Estep 
Score: -2026938.000000 Penalty: 4862.042969
	Iteration 17Q: 3 clusters Score -2026938 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 15090 members 
Entering Unmasked Estep 
Score: -2026982.500000 Penalty: 4862.042969
	Iteration 18Q: 3 clusters Score -2026982 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -2027005.000000 Penalty: 4862.042969
	Iteration 19Q: 3 clusters Score -2027005 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -2027031.000000 Penalty: 4862.042969
	Iteration 20F: 3 clusters Score -2027031 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -2027052.000000 Penalty: 4862.042969
	Iteration 21Q: 3 clusters Score -2027052 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
Score: -2027065.250000 Penalty: 4862.042969
	Iteration 22Q: 3 clusters Score -2027065 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -2027090.125000 Penalty: 4862.042969
	Iteration 23Q: 3 clusters Score -2027090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -2027111.000000 Penalty: 4862.042969
	Iteration 24Q: 3 clusters Score -2027111 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2027136.125000 Penalty: 4862.042969
	Iteration 25Q: 3 clusters Score -2027136 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 15537 members 
Entering Unmasked Estep 
Score: -2027165.250000 Penalty: 4862.042969
	Iteration 26Q: 3 clusters Score -2027165 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -2027184.375000 Penalty: 4862.042969
	Iteration 27Q: 3 clusters Score -2027184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -2027196.500000 Penalty: 4862.042969
	Iteration 28Q: 3 clusters Score -2027196 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -2027206.250000 Penalty: 4862.042969
	Iteration 29Q: 3 clusters Score -2027206 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -2027219.250000 Penalty: 4862.042969
	Iteration 30Q: 3 clusters Score -2027219 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 15718 members 
Entering Unmasked Estep 
Score: -2027223.625000 Penalty: 4862.042969
	Iteration 31Q: 3 clusters Score -2027224 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 15737 members 
Entering Unmasked Estep 
Score: -2027228.375000 Penalty: 4862.042969
	Iteration 32Q: 3 clusters Score -2027228 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -2027230.250000 Penalty: 4862.042969
	Iteration 33Q: 3 clusters Score -2027230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2027230.125000 Penalty: 4862.042969
	Iteration 34Q: 3 clusters Score -2027230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -2027231.625000 Penalty: 4862.042969
	Iteration 35Q: 3 clusters Score -2027232 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -2027235.250000 Penalty: 4862.042969
	Iteration 36Q: 3 clusters Score -2027235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -2027233.375000 Penalty: 4862.042969
	Iteration 37Q: 3 clusters Score -2027233 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -2027235.125000 Penalty: 4862.042969
	Iteration 38Q: 3 clusters Score -2027235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 15779 members 
Entering Unmasked Estep 
Score: -2027237.125000 Penalty: 4862.042969
	Iteration 39Q: 3 clusters Score -2027237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -2027237.750000 Penalty: 4862.042969
	Iteration 40F: 3 clusters Score -2027238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -2027238.750000 Penalty: 4862.042969
	Iteration 41Q: 3 clusters Score -2027239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -2027237.250000 Penalty: 4862.042969
	Iteration 42Q: 3 clusters Score -2027237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -2027240.250000 Penalty: 4862.042969
	Iteration 43Q: 3 clusters Score -2027240 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 15789 members 
Entering Unmasked Estep 
Score: -2027240.375000 Penalty: 4862.042969
	Iteration 44Q: 3 clusters Score -2027240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2027238.750000 Penalty: 4862.042969
	Iteration 45Q: 3 clusters Score -2027239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -2027238.750000 Penalty: 4862.042969
	Iteration 46F: 3 clusters Score -2027239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Entering Unmasked Estep 
Score: -202343.125000 Penalty: 1865.286865
	Iteration 0F: 2 clusters Score -202343.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -199802.234375 Penalty: 3730.573730
	Iteration 0F: 3 clusters Score -199802.2 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -200211.765625 Penalty: 3730.573730
	Iteration 1F: 3 clusters Score -200211.8 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -200335.296875 Penalty: 3730.573730
	Iteration 2F: 3 clusters Score -200335.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -200399.593750 Penalty: 3730.573730
	Iteration 3Q: 3 clusters Score -200399.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -200447.468750 Penalty: 3730.573730
	Iteration 4Q: 3 clusters Score -200447.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200481.359375 Penalty: 3730.573730
	Iteration 5Q: 3 clusters Score -200481.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200509.187500 Penalty: 3730.573730
	Iteration 6Q: 3 clusters Score -200509.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -200530.703125 Penalty: 3730.573730
	Iteration 7Q: 3 clusters Score -200530.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -200544.328125 Penalty: 3730.573730
	Iteration 8Q: 3 clusters Score -200544.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -200552.093750 Penalty: 3730.573730
	Iteration 9Q: 3 clusters Score -200552.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -200557.218750 Penalty: 3730.573730
	Iteration 10Q: 3 clusters Score -200557.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -200564.343750 Penalty: 3730.573730
	Iteration 11Q: 3 clusters Score -200564.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -200570.671875 Penalty: 3730.573730
	Iteration 12Q: 3 clusters Score -200570.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -200577.031250 Penalty: 3730.573730
	Iteration 13Q: 3 clusters Score -200577 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -200585.671875 Penalty: 3730.573730
	Iteration 14Q: 3 clusters Score -200585.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -200593.437500 Penalty: 3730.573730
	Iteration 15Q: 3 clusters Score -200593.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -200596.218750 Penalty: 3730.573730
	Iteration 16Q: 3 clusters Score -200596.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -200598.078125 Penalty: 3730.573730
	Iteration 17Q: 3 clusters Score -200598.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -200598.250000 Penalty: 3730.573730
	Iteration 18Q: 3 clusters Score -200598.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -200598.250000 Penalty: 3730.573730
	Iteration 19F: 3 clusters Score -200598.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11875 members 
Entering Unmasked Estep 
Score: -1327950.250000 Penalty: 2326.783203
	Iteration 0F: 2 clusters Score -1327950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -1319085.000000 Penalty: 4653.566406
	Iteration 0F: 3 clusters Score -1319085 nChanged 5108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5723 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1321895.250000 Penalty: 4653.566406
	Iteration 1F: 3 clusters Score -1321895 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -1322295.000000 Penalty: 4653.566406
	Iteration 2F: 3 clusters Score -1322295 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1322643.375000 Penalty: 4653.566406
	Iteration 3F: 3 clusters Score -1322643 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 6215 members 
Entering Unmasked Estep 
Score: -1322928.375000 Penalty: 4653.566406
	Iteration 4Q: 3 clusters Score -1322928 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1323174.000000 Penalty: 4653.566406
	Iteration 5Q: 3 clusters Score -1323174 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1323400.000000 Penalty: 4653.566406
	Iteration 6Q: 3 clusters Score -1323400 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1323619.375000 Penalty: 4653.566406
	Iteration 7Q: 3 clusters Score -1323619 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -1323813.125000 Penalty: 4653.566406
	Iteration 8Q: 3 clusters Score -1323813 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1323978.875000 Penalty: 4653.566406
	Iteration 9Q: 3 clusters Score -1323979 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -1324143.000000 Penalty: 4653.566406
	Iteration 10Q: 3 clusters Score -1324143 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1324295.250000 Penalty: 4653.566406
	Iteration 11Q: 3 clusters Score -1324295 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1324445.750000 Penalty: 4653.566406
	Iteration 12Q: 3 clusters Score -1324446 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 5683 members 
Entering Unmasked Estep 
Score: -1324589.125000 Penalty: 4653.566406
	Iteration 13Q: 3 clusters Score -1324589 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1324712.500000 Penalty: 4653.566406
	Iteration 14Q: 3 clusters Score -1324712 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1324803.625000 Penalty: 4653.566406
	Iteration 15Q: 3 clusters Score -1324804 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -1324883.250000 Penalty: 4653.566406
	Iteration 16Q: 3 clusters Score -1324883 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -1324957.125000 Penalty: 4653.566406
	Iteration 17Q: 3 clusters Score -1324957 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1325014.500000 Penalty: 4653.566406
	Iteration 18Q: 3 clusters Score -1325014 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -1325055.250000 Penalty: 4653.566406
	Iteration 19Q: 3 clusters Score -1325055 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1325091.250000 Penalty: 4653.566406
	Iteration 20F: 3 clusters Score -1325091 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1325125.625000 Penalty: 4653.566406
	Iteration 21Q: 3 clusters Score -1325126 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 5229 members 
Entering Unmasked Estep 
Score: -1325149.750000 Penalty: 4653.566406
	Iteration 22Q: 3 clusters Score -1325150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1325177.625000 Penalty: 4653.566406
	Iteration 23Q: 3 clusters Score -1325178 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 5099 members 
Entering Unmasked Estep 
Score: -1325201.125000 Penalty: 4653.566406
	Iteration 24Q: 3 clusters Score -1325201 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -1325220.750000 Penalty: 4653.566406
	Iteration 25Q: 3 clusters Score -1325221 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1325248.375000 Penalty: 4653.566406
	Iteration 26Q: 3 clusters Score -1325248 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 4924 members 
Entering Unmasked Estep 
Score: -1325264.625000 Penalty: 4653.566406
	Iteration 27Q: 3 clusters Score -1325265 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -1325278.875000 Penalty: 4653.566406
	Iteration 28Q: 3 clusters Score -1325279 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -1325304.250000 Penalty: 4653.566406
	Iteration 29Q: 3 clusters Score -1325304 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 4707 members 
Entering Unmasked Estep 
Score: -1325324.500000 Penalty: 4653.566406
	Iteration 30Q: 3 clusters Score -1325324 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1325344.125000 Penalty: 4653.566406
	Iteration 31Q: 3 clusters Score -1325344 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -1325367.875000 Penalty: 4653.566406
	Iteration 32Q: 3 clusters Score -1325368 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -1325394.750000 Penalty: 4653.566406
	Iteration 33Q: 3 clusters Score -1325395 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7517 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1325425.125000 Penalty: 4653.566406
	Iteration 34Q: 3 clusters Score -1325425 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7624 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1325460.125000 Penalty: 4653.566406
	Iteration 35Q: 3 clusters Score -1325460 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -1325499.500000 Penalty: 4653.566406
	Iteration 36Q: 3 clusters Score -1325500 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7851 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1325541.500000 Penalty: 4653.566406
	Iteration 37Q: 3 clusters Score -1325542 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7955 members 
Mstep: Class 2 contains 3920 members 
Entering Unmasked Estep 
Score: -1325585.250000 Penalty: 4653.566406
	Iteration 38Q: 3 clusters Score -1325585 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 3815 members 
Entering Unmasked Estep 
Score: -1325630.375000 Penalty: 4653.566406
	Iteration 39Q: 3 clusters Score -1325630 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8178 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1325688.250000 Penalty: 4653.566406
	Iteration 40F: 3 clusters Score -1325688 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1325755.375000 Penalty: 4653.566406
	Iteration 41Q: 3 clusters Score -1325755 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -1325794.625000 Penalty: 4653.566406
	Iteration 42Q: 3 clusters Score -1325795 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1325842.875000 Penalty: 4653.566406
	Iteration 43Q: 3 clusters Score -1325843 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1325870.125000 Penalty: 4653.566406
	Iteration 44Q: 3 clusters Score -1325870 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1325895.875000 Penalty: 4653.566406
	Iteration 45Q: 3 clusters Score -1325896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -1325912.750000 Penalty: 4653.566406
	Iteration 46Q: 3 clusters Score -1325913 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -1325935.375000 Penalty: 4653.566406
	Iteration 47Q: 3 clusters Score -1325935 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1325952.000000 Penalty: 4653.566406
	Iteration 48Q: 3 clusters Score -1325952 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1325972.375000 Penalty: 4653.566406
	Iteration 49Q: 3 clusters Score -1325972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -1325986.250000 Penalty: 4653.566406
	Iteration 50Q: 3 clusters Score -1325986 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1325997.000000 Penalty: 4653.566406
	Iteration 51Q: 3 clusters Score -1325997 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -1326010.625000 Penalty: 4653.566406
	Iteration 52Q: 3 clusters Score -1326011 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -1326015.875000 Penalty: 4653.566406
	Iteration 53Q: 3 clusters Score -1326016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -1326029.125000 Penalty: 4653.566406
	Iteration 54Q: 3 clusters Score -1326029 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -1326041.500000 Penalty: 4653.566406
	Iteration 55Q: 3 clusters Score -1326042 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1326056.000000 Penalty: 4653.566406
	Iteration 56Q: 3 clusters Score -1326056 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -1326065.000000 Penalty: 4653.566406
	Iteration 57Q: 3 clusters Score -1326065 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1326084.250000 Penalty: 4653.566406
	Iteration 58Q: 3 clusters Score -1326084 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -1326103.000000 Penalty: 4653.566406
	Iteration 59Q: 3 clusters Score -1326103 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -1326114.500000 Penalty: 4653.566406
	Iteration 60F: 3 clusters Score -1326114 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9484 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1326128.875000 Penalty: 4653.566406
	Iteration 61Q: 3 clusters Score -1326129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9522 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -1326141.875000 Penalty: 4653.566406
	Iteration 62Q: 3 clusters Score -1326142 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1326148.625000 Penalty: 4653.566406
	Iteration 63Q: 3 clusters Score -1326149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -1326161.875000 Penalty: 4653.566406
	Iteration 64Q: 3 clusters Score -1326162 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9623 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -1326166.500000 Penalty: 4653.566406
	Iteration 65Q: 3 clusters Score -1326166 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -1326178.125000 Penalty: 4653.566406
	Iteration 66Q: 3 clusters Score -1326178 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -1326187.625000 Penalty: 4653.566406
	Iteration 67Q: 3 clusters Score -1326188 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9700 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1326193.375000 Penalty: 4653.566406
	Iteration 68Q: 3 clusters Score -1326193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9725 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -1326197.250000 Penalty: 4653.566406
	Iteration 69Q: 3 clusters Score -1326197 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9739 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -1326201.875000 Penalty: 4653.566406
	Iteration 70Q: 3 clusters Score -1326202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1326205.125000 Penalty: 4653.566406
	Iteration 71Q: 3 clusters Score -1326205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -1326207.125000 Penalty: 4653.566406
	Iteration 72Q: 3 clusters Score -1326207 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9772 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1326208.750000 Penalty: 4653.566406
	Iteration 73Q: 3 clusters Score -1326209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1326211.000000 Penalty: 4653.566406
	Iteration 74Q: 3 clusters Score -1326211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -1326212.750000 Penalty: 4653.566406
	Iteration 75Q: 3 clusters Score -1326213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1326211.375000 Penalty: 4653.566406
	Iteration 76Q: 3 clusters Score -1326211 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1326216.125000 Penalty: 4653.566406
	Iteration 77Q: 3 clusters Score -1326216 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -1326214.125000 Penalty: 4653.566406
	Iteration 78Q: 3 clusters Score -1326214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9809 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1326214.375000 Penalty: 4653.566406
	Iteration 79Q: 3 clusters Score -1326214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1326213.250000 Penalty: 4653.566406
	Iteration 80F: 3 clusters Score -1326213 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9819 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -1326214.625000 Penalty: 4653.566406
	Iteration 81Q: 3 clusters Score -1326215 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -1326214.375000 Penalty: 4653.566406
	Iteration 82Q: 3 clusters Score -1326214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9829 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1326216.875000 Penalty: 4653.566406
	Iteration 83Q: 3 clusters Score -1326217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9831 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1326216.750000 Penalty: 4653.566406
	Iteration 84Q: 3 clusters Score -1326217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9833 members 
Mstep: Class 2 contains 2042 members 
Entering Unmasked Estep 
Score: -1326219.250000 Penalty: 4653.566406
	Iteration 85Q: 3 clusters Score -1326219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9835 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1326219.125000 Penalty: 4653.566406
	Iteration 86Q: 3 clusters Score -1326219 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1326220.500000 Penalty: 4653.566406
	Iteration 87Q: 3 clusters Score -1326220 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -1326222.250000 Penalty: 4653.566406
	Iteration 88Q: 3 clusters Score -1326222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1326223.625000 Penalty: 4653.566406
	Iteration 89Q: 3 clusters Score -1326224 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9840 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1326223.625000 Penalty: 4653.566406
	Iteration 90F: 3 clusters Score -1326224 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (202649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202649 members 
Entering Unmasked Estep 
Score: -23981392.000000 Penalty: 3030.369141
	Iteration 0F: 2 clusters Score -2.398139e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101270 members 
Mstep: Class 2 contains 101379 members 
Entering Unmasked Estep 
Score: -23850564.000000 Penalty: 6060.738281
	Iteration 0F: 3 clusters Score -2.385056e+07 nChanged 97516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99210 members 
Mstep: Class 2 contains 103439 members 
Entering Unmasked Estep 
Score: -23907540.000000 Penalty: 6060.738281
	Iteration 1F: 3 clusters Score -2.390754e+07 nChanged 5585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97947 members 
Mstep: Class 2 contains 104702 members 
Entering Unmasked Estep 
Score: -23908590.000000 Penalty: 6060.738281
	Iteration 2Q: 3 clusters Score -2.390859e+07 nChanged 5653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95984 members 
Mstep: Class 2 contains 106665 members 
Entering Unmasked Estep 
Score: -23909604.000000 Penalty: 6060.738281
	Iteration 3Q: 3 clusters Score -2.39096e+07 nChanged 5887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92935 members 
Mstep: Class 2 contains 109714 members 
Entering Unmasked Estep 
Score: -23910998.000000 Penalty: 6060.738281
	Iteration 4Q: 3 clusters Score -2.3911e+07 nChanged 6588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88401 members 
Mstep: Class 2 contains 114248 members 
Entering Unmasked Estep 
Score: -23913038.000000 Penalty: 6060.738281
	Iteration 5Q: 3 clusters Score -2.391304e+07 nChanged 8084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81545 members 
Mstep: Class 2 contains 121104 members 
Entering Unmasked Estep 
Score: -23916290.000000 Penalty: 6060.738281
	Iteration 6Q: 3 clusters Score -2.391629e+07 nChanged 10595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71568 members 
Mstep: Class 2 contains 131081 members 
Entering Unmasked Estep 
Score: -23921770.000000 Penalty: 6060.738281
	Iteration 7F: 3 clusters Score -2.392177e+07 nChanged 14066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57726 members 
Mstep: Class 2 contains 144923 members 
Entering Unmasked Estep 
Score: -23931610.000000 Penalty: 6060.738281
	Iteration 8F: 3 clusters Score -2.393161e+07 nChanged 17271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40501 members 
Mstep: Class 2 contains 162148 members 
Entering Unmasked Estep 
Score: -23945982.000000 Penalty: 6060.738281
	Iteration 9F: 3 clusters Score -2.394598e+07 nChanged 17033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 179161 members 
Entering Unmasked Estep 
Score: -23961088.000000 Penalty: 6060.738281
	Iteration 10F: 3 clusters Score -2.396109e+07 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 191172 members 
Entering Unmasked Estep 
Score: -23971498.000000 Penalty: 6060.738281
	Iteration 11F: 3 clusters Score -2.39715e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5681 members 
Mstep: Class 2 contains 196968 members 
Entering Unmasked Estep 
Score: -23976492.000000 Penalty: 6060.738281
	Iteration 12Q: 3 clusters Score -2.397649e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 198967 members 
Entering Unmasked Estep 
Score: -23978388.000000 Penalty: 6060.738281
	Iteration 13Q: 3 clusters Score -2.397839e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 199567 members 
Entering Unmasked Estep 
Score: -23979224.000000 Penalty: 6060.738281
	Iteration 14Q: 3 clusters Score -2.397922e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 199805 members 
Entering Unmasked Estep 
Score: -23979568.000000 Penalty: 6060.738281
	Iteration 15Q: 3 clusters Score -2.397957e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 199928 members 
Entering Unmasked Estep 
Score: -23979704.000000 Penalty: 6060.738281
	Iteration 16Q: 3 clusters Score -2.39797e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 199985 members 
Entering Unmasked Estep 
Score: -23979794.000000 Penalty: 6060.738281
	Iteration 17Q: 3 clusters Score -2.397979e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 200031 members 
Entering Unmasked Estep 
Score: -23979852.000000 Penalty: 6060.738281
	Iteration 18Q: 3 clusters Score -2.397985e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 200073 members 
Entering Unmasked Estep 
Score: -23979856.000000 Penalty: 6060.738281
	Iteration 19Q: 3 clusters Score -2.397986e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 200118 members 
Entering Unmasked Estep 
Score: -23979876.000000 Penalty: 6060.738281
	Iteration 20F: 3 clusters Score -2.397988e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 200149 members 
Entering Unmasked Estep 
Score: -23979900.000000 Penalty: 6060.738281
	Iteration 21Q: 3 clusters Score -2.39799e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 200166 members 
Entering Unmasked Estep 
Score: -23979932.000000 Penalty: 6060.738281
	Iteration 22Q: 3 clusters Score -2.397993e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 200180 members 
Entering Unmasked Estep 
Score: -23979956.000000 Penalty: 6060.738281
	Iteration 23Q: 3 clusters Score -2.397996e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 200192 members 
Entering Unmasked Estep 
Score: -23979978.000000 Penalty: 6060.738281
	Iteration 24Q: 3 clusters Score -2.397998e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 200204 members 
Entering Unmasked Estep 
Score: -23979928.000000 Penalty: 6060.738281
	Iteration 25Q: 3 clusters Score -2.397993e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 200213 members 
Entering Unmasked Estep 
Score: -23979928.000000 Penalty: 6060.738281
	Iteration 26Q: 3 clusters Score -2.397993e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 200218 members 
Entering Unmasked Estep 
Score: -23979932.000000 Penalty: 6060.738281
	Iteration 27Q: 3 clusters Score -2.397993e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 200223 members 
Entering Unmasked Estep 
Score: -23979916.000000 Penalty: 6060.738281
	Iteration 28Q: 3 clusters Score -2.397992e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 200227 members 
Entering Unmasked Estep 
Score: -23979936.000000 Penalty: 6060.738281
	Iteration 29Q: 3 clusters Score -2.397994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 200229 members 
Entering Unmasked Estep 
Score: -23979944.000000 Penalty: 6060.738281
	Iteration 30Q: 3 clusters Score -2.397994e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 200231 members 
Entering Unmasked Estep 
Score: -23979938.000000 Penalty: 6060.738281
	Iteration 31Q: 3 clusters Score -2.397994e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 200232 members 
Entering Unmasked Estep 
Score: -23979924.000000 Penalty: 6060.738281
	Iteration 32Q: 3 clusters Score -2.397992e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 200232 members 
Entering Unmasked Estep 
Score: -23979924.000000 Penalty: 6060.738281
	Iteration 33F: 3 clusters Score -2.397992e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Entering Unmasked Estep 
Score: -901946.250000 Penalty: 2259.079834
	Iteration 0F: 2 clusters Score -901946.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -894888.812500 Penalty: 4518.159668
	Iteration 0F: 3 clusters Score -894888.8 nChanged 3807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -897068.375000 Penalty: 4518.159668
	Iteration 1F: 3 clusters Score -897068.4 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -897434.937500 Penalty: 4518.159668
	Iteration 2F: 3 clusters Score -897434.9 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 5042 members 
Entering Unmasked Estep 
Score: -897693.500000 Penalty: 4518.159668
	Iteration 3F: 3 clusters Score -897693.5 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -897893.000000 Penalty: 4518.159668
	Iteration 4Q: 3 clusters Score -897893 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -898069.875000 Penalty: 4518.159668
	Iteration 5Q: 3 clusters Score -898069.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -898251.187500 Penalty: 4518.159668
	Iteration 6Q: 3 clusters Score -898251.2 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3297 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -898451.937500 Penalty: 4518.159668
	Iteration 7Q: 3 clusters Score -898451.9 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -898657.812500 Penalty: 4518.159668
	Iteration 8Q: 3 clusters Score -898657.8 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -898870.375000 Penalty: 4518.159668
	Iteration 9Q: 3 clusters Score -898870.4 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -899113.875000 Penalty: 4518.159668
	Iteration 10Q: 3 clusters Score -899113.9 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -899324.437500 Penalty: 4518.159668
	Iteration 11Q: 3 clusters Score -899324.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -899578.000000 Penalty: 4518.159668
	Iteration 12Q: 3 clusters Score -899578 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
Score: -899818.437500 Penalty: 4518.159668
	Iteration 13Q: 3 clusters Score -899818.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -900022.937500 Penalty: 4518.159668
	Iteration 14Q: 3 clusters Score -900022.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -900207.500000 Penalty: 4518.159668
	Iteration 15Q: 3 clusters Score -900207.5 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -900334.000000 Penalty: 4518.159668
	Iteration 16Q: 3 clusters Score -900334 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -900433.187500 Penalty: 4518.159668
	Iteration 17Q: 3 clusters Score -900433.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -900500.375000 Penalty: 4518.159668
	Iteration 18Q: 3 clusters Score -900500.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 7132 members 
Entering Unmasked Estep 
Score: -900539.875000 Penalty: 4518.159668
	Iteration 19Q: 3 clusters Score -900539.9 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 7173 members 
Entering Unmasked Estep 
Score: -900575.062500 Penalty: 4518.159668
	Iteration 20F: 3 clusters Score -900575.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -900608.375000 Penalty: 4518.159668
	Iteration 21Q: 3 clusters Score -900608.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 7230 members 
Entering Unmasked Estep 
Score: -900624.062500 Penalty: 4518.159668
	Iteration 22Q: 3 clusters Score -900624.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 7266 members 
Entering Unmasked Estep 
Score: -900637.875000 Penalty: 4518.159668
	Iteration 23Q: 3 clusters Score -900637.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -900649.375000 Penalty: 4518.159668
	Iteration 24Q: 3 clusters Score -900649.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -900658.437500 Penalty: 4518.159668
	Iteration 25Q: 3 clusters Score -900658.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7324 members 
Entering Unmasked Estep 
Score: -900665.000000 Penalty: 4518.159668
	Iteration 26Q: 3 clusters Score -900665 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -900672.187500 Penalty: 4518.159668
	Iteration 27Q: 3 clusters Score -900672.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -900674.875000 Penalty: 4518.159668
	Iteration 28Q: 3 clusters Score -900674.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -900677.812500 Penalty: 4518.159668
	Iteration 29Q: 3 clusters Score -900677.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 7373 members 
Entering Unmasked Estep 
Score: -900680.500000 Penalty: 4518.159668
	Iteration 30Q: 3 clusters Score -900680.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -900685.812500 Penalty: 4518.159668
	Iteration 31Q: 3 clusters Score -900685.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 7381 members 
Entering Unmasked Estep 
Score: -900687.375000 Penalty: 4518.159668
	Iteration 32Q: 3 clusters Score -900687.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 7387 members 
Entering Unmasked Estep 
Score: -900686.625000 Penalty: 4518.159668
	Iteration 33Q: 3 clusters Score -900686.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -900689.312500 Penalty: 4518.159668
	Iteration 34Q: 3 clusters Score -900689.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 7399 members 
Entering Unmasked Estep 
Score: -900695.000000 Penalty: 4518.159668
	Iteration 35Q: 3 clusters Score -900695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -900695.500000 Penalty: 4518.159668
	Iteration 36Q: 3 clusters Score -900695.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 7405 members 
Entering Unmasked Estep 
Score: -900695.062500 Penalty: 4518.159668
	Iteration 37Q: 3 clusters Score -900695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -900697.125000 Penalty: 4518.159668
	Iteration 38Q: 3 clusters Score -900697.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -900697.500000 Penalty: 4518.159668
	Iteration 39Q: 3 clusters Score -900697.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -900696.687500 Penalty: 4518.159668
	Iteration 40F: 3 clusters Score -900696.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Entering Unmasked Estep 
Score: -414391.375000 Penalty: 2034.487305
	Iteration 0F: 2 clusters Score -414391.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -410662.093750 Penalty: 4068.974609
	Iteration 0F: 3 clusters Score -410662.1 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -411443.781250 Penalty: 4068.974609
	Iteration 1F: 3 clusters Score -411443.8 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -411622.156250 Penalty: 4068.974609
	Iteration 2F: 3 clusters Score -411622.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -411719.625000 Penalty: 4068.974609
	Iteration 3Q: 3 clusters Score -411719.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -411796.187500 Penalty: 4068.974609
	Iteration 4Q: 3 clusters Score -411796.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -411860.437500 Penalty: 4068.974609
	Iteration 5Q: 3 clusters Score -411860.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -411901.500000 Penalty: 4068.974609
	Iteration 6Q: 3 clusters Score -411901.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -411934.656250 Penalty: 4068.974609
	Iteration 7Q: 3 clusters Score -411934.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -411961.406250 Penalty: 4068.974609
	Iteration 8Q: 3 clusters Score -411961.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -411976.687500 Penalty: 4068.974609
	Iteration 9Q: 3 clusters Score -411976.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -411993.093750 Penalty: 4068.974609
	Iteration 10Q: 3 clusters Score -411993.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -412008.625000 Penalty: 4068.974609
	Iteration 11Q: 3 clusters Score -412008.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -412023.843750 Penalty: 4068.974609
	Iteration 12Q: 3 clusters Score -412023.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -412038.000000 Penalty: 4068.974609
	Iteration 13Q: 3 clusters Score -412038 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -412046.062500 Penalty: 4068.974609
	Iteration 14Q: 3 clusters Score -412046.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -412055.906250 Penalty: 4068.974609
	Iteration 15Q: 3 clusters Score -412055.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -412065.250000 Penalty: 4068.974609
	Iteration 16Q: 3 clusters Score -412065.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -412070.281250 Penalty: 4068.974609
	Iteration 17Q: 3 clusters Score -412070.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -412076.593750 Penalty: 4068.974609
	Iteration 18Q: 3 clusters Score -412076.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -412081.906250 Penalty: 4068.974609
	Iteration 19Q: 3 clusters Score -412081.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -412087.031250 Penalty: 4068.974609
	Iteration 20F: 3 clusters Score -412087 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -412090.937500 Penalty: 4068.974609
	Iteration 21Q: 3 clusters Score -412090.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -412095.843750 Penalty: 4068.974609
	Iteration 22Q: 3 clusters Score -412095.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -412101.531250 Penalty: 4068.974609
	Iteration 23Q: 3 clusters Score -412101.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -412106.937500 Penalty: 4068.974609
	Iteration 24Q: 3 clusters Score -412106.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -412114.031250 Penalty: 4068.974609
	Iteration 25Q: 3 clusters Score -412114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -412119.968750 Penalty: 4068.974609
	Iteration 26Q: 3 clusters Score -412120 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -412127.312500 Penalty: 4068.974609
	Iteration 27Q: 3 clusters Score -412127.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -412136.187500 Penalty: 4068.974609
	Iteration 28Q: 3 clusters Score -412136.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -412142.375000 Penalty: 4068.974609
	Iteration 29Q: 3 clusters Score -412142.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -412148.875000 Penalty: 4068.974609
	Iteration 30Q: 3 clusters Score -412148.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -412150.062500 Penalty: 4068.974609
	Iteration 31Q: 3 clusters Score -412150.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -412152.343750 Penalty: 4068.974609
	Iteration 32Q: 3 clusters Score -412152.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -412154.250000 Penalty: 4068.974609
	Iteration 33Q: 3 clusters Score -412154.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -412158.812500 Penalty: 4068.974609
	Iteration 34Q: 3 clusters Score -412158.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -412164.968750 Penalty: 4068.974609
	Iteration 35Q: 3 clusters Score -412165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -412170.125000 Penalty: 4068.974609
	Iteration 36Q: 3 clusters Score -412170.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -412175.281250 Penalty: 4068.974609
	Iteration 37Q: 3 clusters Score -412175.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -412183.343750 Penalty: 4068.974609
	Iteration 38Q: 3 clusters Score -412183.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -412192.500000 Penalty: 4068.974609
	Iteration 39Q: 3 clusters Score -412192.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 2574 members 
Entering Unmasked Estep 
Score: -412205.312500 Penalty: 4068.974609
	Iteration 40F: 3 clusters Score -412205.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -412215.750000 Penalty: 4068.974609
	Iteration 41Q: 3 clusters Score -412215.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -412224.531250 Penalty: 4068.974609
	Iteration 42Q: 3 clusters Score -412224.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -412234.375000 Penalty: 4068.974609
	Iteration 43Q: 3 clusters Score -412234.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -412240.531250 Penalty: 4068.974609
	Iteration 44Q: 3 clusters Score -412240.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -412250.437500 Penalty: 4068.974609
	Iteration 45Q: 3 clusters Score -412250.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -412257.468750 Penalty: 4068.974609
	Iteration 46Q: 3 clusters Score -412257.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -412268.687500 Penalty: 4068.974609
	Iteration 47Q: 3 clusters Score -412268.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -412276.781250 Penalty: 4068.974609
	Iteration 48Q: 3 clusters Score -412276.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -412286.812500 Penalty: 4068.974609
	Iteration 49Q: 3 clusters Score -412286.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -412296.031250 Penalty: 4068.974609
	Iteration 50Q: 3 clusters Score -412296 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -412302.312500 Penalty: 4068.974609
	Iteration 51Q: 3 clusters Score -412302.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -412304.968750 Penalty: 4068.974609
	Iteration 52Q: 3 clusters Score -412305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -412307.156250 Penalty: 4068.974609
	Iteration 53Q: 3 clusters Score -412307.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -412311.593750 Penalty: 4068.974609
	Iteration 54Q: 3 clusters Score -412311.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -412312.593750 Penalty: 4068.974609
	Iteration 55Q: 3 clusters Score -412312.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -412317.125000 Penalty: 4068.974609
	Iteration 56Q: 3 clusters Score -412317.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -412319.843750 Penalty: 4068.974609
	Iteration 57Q: 3 clusters Score -412319.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -412321.125000 Penalty: 4068.974609
	Iteration 58Q: 3 clusters Score -412321.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -412324.406250 Penalty: 4068.974609
	Iteration 59Q: 3 clusters Score -412324.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -412327.468750 Penalty: 4068.974609
	Iteration 60F: 3 clusters Score -412327.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -412328.875000 Penalty: 4068.974609
	Iteration 61Q: 3 clusters Score -412328.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -412334.531250 Penalty: 4068.974609
	Iteration 62Q: 3 clusters Score -412334.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -412340.000000 Penalty: 4068.974609
	Iteration 63Q: 3 clusters Score -412340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -412342.125000 Penalty: 4068.974609
	Iteration 64Q: 3 clusters Score -412342.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -412343.250000 Penalty: 4068.974609
	Iteration 65Q: 3 clusters Score -412343.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -412344.593750 Penalty: 4068.974609
	Iteration 66Q: 3 clusters Score -412344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -412347.156250 Penalty: 4068.974609
	Iteration 67Q: 3 clusters Score -412347.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -412349.375000 Penalty: 4068.974609
	Iteration 68Q: 3 clusters Score -412349.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -412350.906250 Penalty: 4068.974609
	Iteration 69Q: 3 clusters Score -412350.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -412353.656250 Penalty: 4068.974609
	Iteration 70Q: 3 clusters Score -412353.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -412356.406250 Penalty: 4068.974609
	Iteration 71Q: 3 clusters Score -412356.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -412359.375000 Penalty: 4068.974609
	Iteration 72Q: 3 clusters Score -412359.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -412360.625000 Penalty: 4068.974609
	Iteration 73Q: 3 clusters Score -412360.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -412363.593750 Penalty: 4068.974609
	Iteration 74Q: 3 clusters Score -412363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -412363.218750 Penalty: 4068.974609
	Iteration 75Q: 3 clusters Score -412363.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -412365.593750 Penalty: 4068.974609
	Iteration 76Q: 3 clusters Score -412365.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -412367.968750 Penalty: 4068.974609
	Iteration 77Q: 3 clusters Score -412368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -412372.968750 Penalty: 4068.974609
	Iteration 78Q: 3 clusters Score -412373 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -412377.687500 Penalty: 4068.974609
	Iteration 79Q: 3 clusters Score -412377.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -412381.062500 Penalty: 4068.974609
	Iteration 80F: 3 clusters Score -412381.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -412389.625000 Penalty: 4068.974609
	Iteration 81Q: 3 clusters Score -412389.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -412396.875000 Penalty: 4068.974609
	Iteration 82Q: 3 clusters Score -412396.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -412405.906250 Penalty: 4068.974609
	Iteration 83Q: 3 clusters Score -412405.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -412414.875000 Penalty: 4068.974609
	Iteration 84Q: 3 clusters Score -412414.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -412422.718750 Penalty: 4068.974609
	Iteration 85Q: 3 clusters Score -412422.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 2968 members 
Entering Unmasked Estep 
Score: -412434.718750 Penalty: 4068.974609
	Iteration 86Q: 3 clusters Score -412434.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -412448.687500 Penalty: 4068.974609
	Iteration 87Q: 3 clusters Score -412448.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -412460.562500 Penalty: 4068.974609
	Iteration 88Q: 3 clusters Score -412460.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -412474.375000 Penalty: 4068.974609
	Iteration 89Q: 3 clusters Score -412474.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -412485.625000 Penalty: 4068.974609
	Iteration 90Q: 3 clusters Score -412485.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -412496.468750 Penalty: 4068.974609
	Iteration 91Q: 3 clusters Score -412496.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -412507.625000 Penalty: 4068.974609
	Iteration 92Q: 3 clusters Score -412507.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -412518.812500 Penalty: 4068.974609
	Iteration 93Q: 3 clusters Score -412518.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -412526.843750 Penalty: 4068.974609
	Iteration 94Q: 3 clusters Score -412526.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -412532.625000 Penalty: 4068.974609
	Iteration 95Q: 3 clusters Score -412532.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -412536.562500 Penalty: 4068.974609
	Iteration 96Q: 3 clusters Score -412536.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -412538.312500 Penalty: 4068.974609
	Iteration 97Q: 3 clusters Score -412538.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -412544.656250 Penalty: 4068.974609
	Iteration 98Q: 3 clusters Score -412544.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -412549.343750 Penalty: 4068.974609
	Iteration 99Q: 3 clusters Score -412549.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -412551.656250 Penalty: 4068.974609
	Iteration 100F: 3 clusters Score -412551.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -412555.625000 Penalty: 4068.974609
	Iteration 101Q: 3 clusters Score -412555.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -412559.687500 Penalty: 4068.974609
	Iteration 102Q: 3 clusters Score -412559.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -412564.343750 Penalty: 4068.974609
	Iteration 103Q: 3 clusters Score -412564.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -412569.468750 Penalty: 4068.974609
	Iteration 104Q: 3 clusters Score -412569.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -412571.656250 Penalty: 4068.974609
	Iteration 105Q: 3 clusters Score -412571.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -412572.031250 Penalty: 4068.974609
	Iteration 106Q: 3 clusters Score -412572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -412572.031250 Penalty: 4068.974609
	Iteration 107F: 3 clusters Score -412572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (2140 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Entering Unmasked Estep 
Score: -227658.218750 Penalty: 1901.803101
	Iteration 0F: 2 clusters Score -227658.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -224951.546875 Penalty: 3803.606201
	Iteration 0F: 3 clusters Score -224951.5 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -225558.515625 Penalty: 3803.606201
	Iteration 1F: 3 clusters Score -225558.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -225770.781250 Penalty: 3803.606201
	Iteration 2F: 3 clusters Score -225770.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -225903.109375 Penalty: 3803.606201
	Iteration 3F: 3 clusters Score -225903.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -226045.906250 Penalty: 3803.606201
	Iteration 4Q: 3 clusters Score -226045.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -226182.921875 Penalty: 3803.606201
	Iteration 5Q: 3 clusters Score -226182.9 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -226324.015625 Penalty: 3803.606201
	Iteration 6Q: 3 clusters Score -226324 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -226452.375000 Penalty: 3803.606201
	Iteration 7Q: 3 clusters Score -226452.4 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -226608.953125 Penalty: 3803.606201
	Iteration 8Q: 3 clusters Score -226609 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -226796.406250 Penalty: 3803.606201
	Iteration 9Q: 3 clusters Score -226796.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -227035.625000 Penalty: 3803.606201
	Iteration 10Q: 3 clusters Score -227035.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -227181.750000 Penalty: 3803.606201
	Iteration 11Q: 3 clusters Score -227181.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -227252.796875 Penalty: 3803.606201
	Iteration 12Q: 3 clusters Score -227252.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -227295.406250 Penalty: 3803.606201
	Iteration 13Q: 3 clusters Score -227295.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -227322.187500 Penalty: 3803.606201
	Iteration 14Q: 3 clusters Score -227322.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -227344.578125 Penalty: 3803.606201
	Iteration 15Q: 3 clusters Score -227344.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -227358.156250 Penalty: 3803.606201
	Iteration 16Q: 3 clusters Score -227358.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -227372.343750 Penalty: 3803.606201
	Iteration 17Q: 3 clusters Score -227372.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -227383.625000 Penalty: 3803.606201
	Iteration 18Q: 3 clusters Score -227383.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -227396.609375 Penalty: 3803.606201
	Iteration 19Q: 3 clusters Score -227396.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -227428.796875 Penalty: 3803.606201
	Iteration 20F: 3 clusters Score -227428.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -227536.484375 Penalty: 3803.606201
	Iteration 21Q: 3 clusters Score -227536.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -227728.796875 Penalty: 3803.606201
	Iteration 22Q: 3 clusters Score -227728.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -227767.734375 Penalty: 3803.606201
	Iteration 23Q: 3 clusters Score -227767.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -227786.281250 Penalty: 3803.606201
	Iteration 24Q: 3 clusters Score -227786.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -227802.890625 Penalty: 3803.606201
	Iteration 25Q: 3 clusters Score -227802.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -227818.875000 Penalty: 3803.606201
	Iteration 26Q: 3 clusters Score -227818.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -227844.343750 Penalty: 3803.606201
	Iteration 27Q: 3 clusters Score -227844.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -227900.468750 Penalty: 3803.606201
	Iteration 28Q: 3 clusters Score -227900.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -227975.187500 Penalty: 3803.606201
	Iteration 29Q: 3 clusters Score -227975.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -228075.671875 Penalty: 3803.606201
	Iteration 30Q: 3 clusters Score -228075.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -228155.546875 Penalty: 3803.606201
	Iteration 31Q: 3 clusters Score -228155.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -228196.343750 Penalty: 3803.606201
	Iteration 32Q: 3 clusters Score -228196.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -228222.031250 Penalty: 3803.606201
	Iteration 33Q: 3 clusters Score -228222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -228245.609375 Penalty: 3803.606201
	Iteration 34Q: 3 clusters Score -228245.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -228268.671875 Penalty: 3803.606201
	Iteration 35Q: 3 clusters Score -228268.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -228286.828125 Penalty: 3803.606201
	Iteration 36Q: 3 clusters Score -228286.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -228292.593750 Penalty: 3803.606201
	Iteration 37Q: 3 clusters Score -228292.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -228293.906250 Penalty: 3803.606201
	Iteration 38Q: 3 clusters Score -228293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -228293.906250 Penalty: 3803.606201
	Iteration 39F: 3 clusters Score -228293.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 91184 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 25631 members 
Mstep: Class 5 contains 169174 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 24061 members 
Mstep: Class 9 contains 18079 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 297922 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 202649 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 9660 members 
Mstep: Class 18 contains 4428 members 
Mstep: Class 19 contains 18777 members 
Mstep: Class 20 contains 10216 members 
Mstep: Class 21 contains 14624 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 67927 members 
Mstep: Class 24 contains 18724 members 
Mstep: Class 25 contains 11077 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 192268 members 
Mstep: Class 29 contains 176020 members 
Mstep: Class 30 contains 5140 members 
Mstep: Class 31 contains 963 members 
Entering Unmasked Estep 
Score: -161452048.000000 Penalty: 108902.257812
Splitting cluster 16 changes total score from -161451792.000000 to -161452048.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 17 (9660 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9660 members 
Entering Unmasked Estep 
Score: -1154477.250000 Penalty: 2275.585693
	Iteration 0F: 2 clusters Score -1154477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -1147012.750000 Penalty: 4551.171387
	Iteration 0F: 3 clusters Score -1147013 nChanged 3990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -1149105.875000 Penalty: 4551.171387
	Iteration 1F: 3 clusters Score -1149106 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1149395.875000 Penalty: 4551.171387
	Iteration 2F: 3 clusters Score -1149396 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1149618.875000 Penalty: 4551.171387
	Iteration 3F: 3 clusters Score -1149619 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1149771.000000 Penalty: 4551.171387
	Iteration 4Q: 3 clusters Score -1149771 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 5668 members 
Entering Unmasked Estep 
Score: -1149906.250000 Penalty: 4551.171387
	Iteration 5Q: 3 clusters Score -1149906 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3814 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -1150026.875000 Penalty: 4551.171387
	Iteration 6Q: 3 clusters Score -1150027 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -1150154.875000 Penalty: 4551.171387
	Iteration 7Q: 3 clusters Score -1150155 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -1150290.875000 Penalty: 4551.171387
	Iteration 8Q: 3 clusters Score -1150291 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1150443.250000 Penalty: 4551.171387
	Iteration 9Q: 3 clusters Score -1150443 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 6831 members 
Entering Unmasked Estep 
Score: -1150599.875000 Penalty: 4551.171387
	Iteration 10Q: 3 clusters Score -1150600 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1150796.000000 Penalty: 4551.171387
	Iteration 11Q: 3 clusters Score -1150796 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 7457 members 
Entering Unmasked Estep 
Score: -1151003.750000 Penalty: 4551.171387
	Iteration 12Q: 3 clusters Score -1151004 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1151193.000000 Penalty: 4551.171387
	Iteration 13Q: 3 clusters Score -1151193 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1151374.375000 Penalty: 4551.171387
	Iteration 14Q: 3 clusters Score -1151374 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -1151583.375000 Penalty: 4551.171387
	Iteration 15Q: 3 clusters Score -1151583 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1151778.750000 Penalty: 4551.171387
	Iteration 16Q: 3 clusters Score -1151779 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -1151944.125000 Penalty: 4551.171387
	Iteration 17Q: 3 clusters Score -1151944 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1152085.000000 Penalty: 4551.171387
	Iteration 18Q: 3 clusters Score -1152085 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -1152172.750000 Penalty: 4551.171387
	Iteration 19Q: 3 clusters Score -1152173 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -1152242.000000 Penalty: 4551.171387
	Iteration 20F: 3 clusters Score -1152242 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1152300.750000 Penalty: 4551.171387
	Iteration 21Q: 3 clusters Score -1152301 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 9182 members 
Entering Unmasked Estep 
Score: -1152340.500000 Penalty: 4551.171387
	Iteration 22Q: 3 clusters Score -1152340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 9217 members 
Entering Unmasked Estep 
Score: -1152377.250000 Penalty: 4551.171387
	Iteration 23Q: 3 clusters Score -1152377 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1152398.250000 Penalty: 4551.171387
	Iteration 24Q: 3 clusters Score -1152398 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1152413.375000 Penalty: 4551.171387
	Iteration 25Q: 3 clusters Score -1152413 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 9270 members 
Entering Unmasked Estep 
Score: -1152430.000000 Penalty: 4551.171387
	Iteration 26Q: 3 clusters Score -1152430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 9279 members 
Entering Unmasked Estep 
Score: -1152440.625000 Penalty: 4551.171387
	Iteration 27Q: 3 clusters Score -1152441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1152451.875000 Penalty: 4551.171387
	Iteration 28Q: 3 clusters Score -1152452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 9295 members 
Entering Unmasked Estep 
Score: -1152467.000000 Penalty: 4551.171387
	Iteration 29Q: 3 clusters Score -1152467 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1152478.750000 Penalty: 4551.171387
	Iteration 30Q: 3 clusters Score -1152479 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -1152488.750000 Penalty: 4551.171387
	Iteration 31Q: 3 clusters Score -1152489 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1152492.625000 Penalty: 4551.171387
	Iteration 32Q: 3 clusters Score -1152493 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1152495.375000 Penalty: 4551.171387
	Iteration 33Q: 3 clusters Score -1152495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -1152495.375000 Penalty: 4551.171387
	Iteration 34F: 3 clusters Score -1152495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4428 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Entering Unmasked Estep 
Score: -374269.281250 Penalty: 2082.134521
	Iteration 0F: 2 clusters Score -374269.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -370129.531250 Penalty: 4164.269043
	Iteration 0F: 3 clusters Score -370129.5 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -371322.968750 Penalty: 4164.269043
	Iteration 1F: 3 clusters Score -371323 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -371724.093750 Penalty: 4164.269043
	Iteration 2F: 3 clusters Score -371724.1 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -372040.343750 Penalty: 4164.269043
	Iteration 3F: 3 clusters Score -372040.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -372283.468750 Penalty: 4164.269043
	Iteration 4F: 3 clusters Score -372283.5 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -372513.031250 Penalty: 4164.269043
	Iteration 5F: 3 clusters Score -372513 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -372658.562500 Penalty: 4164.269043
	Iteration 6Q: 3 clusters Score -372658.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -372770.250000 Penalty: 4164.269043
	Iteration 7Q: 3 clusters Score -372770.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -372849.406250 Penalty: 4164.269043
	Iteration 8Q: 3 clusters Score -372849.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -372890.156250 Penalty: 4164.269043
	Iteration 9Q: 3 clusters Score -372890.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -372920.781250 Penalty: 4164.269043
	Iteration 10Q: 3 clusters Score -372920.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -372939.906250 Penalty: 4164.269043
	Iteration 11Q: 3 clusters Score -372939.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -372951.625000 Penalty: 4164.269043
	Iteration 12Q: 3 clusters Score -372951.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -372959.625000 Penalty: 4164.269043
	Iteration 13Q: 3 clusters Score -372959.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -372962.218750 Penalty: 4164.269043
	Iteration 14Q: 3 clusters Score -372962.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -372963.250000 Penalty: 4164.269043
	Iteration 15Q: 3 clusters Score -372963.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -372965.531250 Penalty: 4164.269043
	Iteration 16Q: 3 clusters Score -372965.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -372969.375000 Penalty: 4164.269043
	Iteration 17Q: 3 clusters Score -372969.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -372972.156250 Penalty: 4164.269043
	Iteration 18Q: 3 clusters Score -372972.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 2572 members 
Entering Unmasked Estep 
Score: -372974.656250 Penalty: 4164.269043
	Iteration 19Q: 3 clusters Score -372974.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -372975.281250 Penalty: 4164.269043
	Iteration 20F: 3 clusters Score -372975.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -372976.375000 Penalty: 4164.269043
	Iteration 21Q: 3 clusters Score -372976.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 2582 members 
Entering Unmasked Estep 
Score: -372976.375000 Penalty: 4164.269043
	Iteration 22F: 3 clusters Score -372976.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Entering Unmasked Estep 
Score: -2101477.000000 Penalty: 2440.416260
	Iteration 0F: 2 clusters Score -2101477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2088168.125000 Penalty: 4880.832520
	Iteration 0F: 3 clusters Score -2088168 nChanged 8204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 9487 members 
Entering Unmasked Estep 
Score: -2092600.875000 Penalty: 4880.832520
	Iteration 1F: 3 clusters Score -2092601 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9227 members 
Mstep: Class 2 contains 9550 members 
Entering Unmasked Estep 
Score: -2093034.625000 Penalty: 4880.832520
	Iteration 2F: 3 clusters Score -2093035 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -2093360.375000 Penalty: 4880.832520
	Iteration 3Q: 3 clusters Score -2093360 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 9623 members 
Entering Unmasked Estep 
Score: -2093666.875000 Penalty: 4880.832520
	Iteration 4Q: 3 clusters Score -2093667 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -2093973.125000 Penalty: 4880.832520
	Iteration 5Q: 3 clusters Score -2093973 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 9728 members 
Entering Unmasked Estep 
Score: -2094307.125000 Penalty: 4880.832520
	Iteration 6Q: 3 clusters Score -2094307 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 9737 members 
Entering Unmasked Estep 
Score: -2094614.125000 Penalty: 4880.832520
	Iteration 7Q: 3 clusters Score -2094614 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2094934.125000 Penalty: 4880.832520
	Iteration 8Q: 3 clusters Score -2094934 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -2095279.125000 Penalty: 4880.832520
	Iteration 9Q: 3 clusters Score -2095279 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 9781 members 
Entering Unmasked Estep 
Score: -2095631.375000 Penalty: 4880.832520
	Iteration 10Q: 3 clusters Score -2095631 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8999 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -2095993.500000 Penalty: 4880.832520
	Iteration 11Q: 3 clusters Score -2095994 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -2096285.250000 Penalty: 4880.832520
	Iteration 12Q: 3 clusters Score -2096285 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -2096508.125000 Penalty: 4880.832520
	Iteration 13Q: 3 clusters Score -2096508 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2096702.625000 Penalty: 4880.832520
	Iteration 14Q: 3 clusters Score -2096703 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8780 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2096889.375000 Penalty: 4880.832520
	Iteration 15Q: 3 clusters Score -2096889 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -2097039.250000 Penalty: 4880.832520
	Iteration 16Q: 3 clusters Score -2097039 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8621 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2097151.125000 Penalty: 4880.832520
	Iteration 17Q: 3 clusters Score -2097151 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2097259.750000 Penalty: 4880.832520
	Iteration 18Q: 3 clusters Score -2097260 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 10312 members 
Entering Unmasked Estep 
Score: -2097342.000000 Penalty: 4880.832520
	Iteration 19Q: 3 clusters Score -2097342 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 10415 members 
Entering Unmasked Estep 
Score: -2097409.750000 Penalty: 4880.832520
	Iteration 20F: 3 clusters Score -2097410 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2097465.500000 Penalty: 4880.832520
	Iteration 21Q: 3 clusters Score -2097466 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 10614 members 
Entering Unmasked Estep 
Score: -2097519.500000 Penalty: 4880.832520
	Iteration 22Q: 3 clusters Score -2097520 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 10714 members 
Entering Unmasked Estep 
Score: -2097553.750000 Penalty: 4880.832520
	Iteration 23Q: 3 clusters Score -2097554 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 10800 members 
Entering Unmasked Estep 
Score: -2097594.250000 Penalty: 4880.832520
	Iteration 24Q: 3 clusters Score -2097594 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -2097625.000000 Penalty: 4880.832520
	Iteration 25Q: 3 clusters Score -2097625 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -2097682.750000 Penalty: 4880.832520
	Iteration 26Q: 3 clusters Score -2097683 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -2097718.250000 Penalty: 4880.832520
	Iteration 27Q: 3 clusters Score -2097718 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -2097773.000000 Penalty: 4880.832520
	Iteration 28Q: 3 clusters Score -2097773 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -2097813.750000 Penalty: 4880.832520
	Iteration 29Q: 3 clusters Score -2097814 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 11497 members 
Entering Unmasked Estep 
Score: -2097849.750000 Penalty: 4880.832520
	Iteration 30Q: 3 clusters Score -2097850 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -2097887.500000 Penalty: 4880.832520
	Iteration 31Q: 3 clusters Score -2097888 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7068 members 
Mstep: Class 2 contains 11709 members 
Entering Unmasked Estep 
Score: -2097911.750000 Penalty: 4880.832520
	Iteration 32Q: 3 clusters Score -2097912 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 11814 members 
Entering Unmasked Estep 
Score: -2097943.250000 Penalty: 4880.832520
	Iteration 33Q: 3 clusters Score -2097943 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2097968.250000 Penalty: 4880.832520
	Iteration 34Q: 3 clusters Score -2097968 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -2097991.250000 Penalty: 4880.832520
	Iteration 35Q: 3 clusters Score -2097991 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2098008.000000 Penalty: 4880.832520
	Iteration 36Q: 3 clusters Score -2098008 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 12193 members 
Entering Unmasked Estep 
Score: -2098025.750000 Penalty: 4880.832520
	Iteration 37Q: 3 clusters Score -2098026 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -2098041.000000 Penalty: 4880.832520
	Iteration 38Q: 3 clusters Score -2098041 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2098053.000000 Penalty: 4880.832520
	Iteration 39Q: 3 clusters Score -2098053 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 12393 members 
Entering Unmasked Estep 
Score: -2098054.000000 Penalty: 4880.832520
	Iteration 40F: 3 clusters Score -2098054 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -2098067.250000 Penalty: 4880.832520
	Iteration 41Q: 3 clusters Score -2098067 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6274 members 
Mstep: Class 2 contains 12503 members 
Entering Unmasked Estep 
Score: -2098071.250000 Penalty: 4880.832520
	Iteration 42Q: 3 clusters Score -2098071 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -2098082.000000 Penalty: 4880.832520
	Iteration 43Q: 3 clusters Score -2098082 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -2098093.000000 Penalty: 4880.832520
	Iteration 44Q: 3 clusters Score -2098093 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -2098099.750000 Penalty: 4880.832520
	Iteration 45Q: 3 clusters Score -2098100 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -2098102.750000 Penalty: 4880.832520
	Iteration 46Q: 3 clusters Score -2098103 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -2098106.750000 Penalty: 4880.832520
	Iteration 47Q: 3 clusters Score -2098107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2098116.250000 Penalty: 4880.832520
	Iteration 48Q: 3 clusters Score -2098116 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -2098120.000000 Penalty: 4880.832520
	Iteration 49Q: 3 clusters Score -2098120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5943 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2098121.500000 Penalty: 4880.832520
	Iteration 50Q: 3 clusters Score -2098122 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -2098124.750000 Penalty: 4880.832520
	Iteration 51Q: 3 clusters Score -2098125 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 12924 members 
Entering Unmasked Estep 
Score: -2098132.500000 Penalty: 4880.832520
	Iteration 52Q: 3 clusters Score -2098132 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -2098142.250000 Penalty: 4880.832520
	Iteration 53Q: 3 clusters Score -2098142 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -2098145.750000 Penalty: 4880.832520
	Iteration 54Q: 3 clusters Score -2098146 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2098152.750000 Penalty: 4880.832520
	Iteration 55Q: 3 clusters Score -2098153 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2098151.500000 Penalty: 4880.832520
	Iteration 56Q: 3 clusters Score -2098152 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -2098158.750000 Penalty: 4880.832520
	Iteration 57Q: 3 clusters Score -2098159 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 13160 members 
Entering Unmasked Estep 
Score: -2098165.500000 Penalty: 4880.832520
	Iteration 58Q: 3 clusters Score -2098166 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2098169.500000 Penalty: 4880.832520
	Iteration 59Q: 3 clusters Score -2098170 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -2098168.750000 Penalty: 4880.832520
	Iteration 60F: 3 clusters Score -2098169 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2098173.000000 Penalty: 4880.832520
	Iteration 61Q: 3 clusters Score -2098173 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 13320 members 
Entering Unmasked Estep 
Score: -2098179.250000 Penalty: 4880.832520
	Iteration 62Q: 3 clusters Score -2098179 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -2098186.750000 Penalty: 4880.832520
	Iteration 63Q: 3 clusters Score -2098187 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 13398 members 
Entering Unmasked Estep 
Score: -2098194.750000 Penalty: 4880.832520
	Iteration 64Q: 3 clusters Score -2098195 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 13442 members 
Entering Unmasked Estep 
Score: -2098200.000000 Penalty: 4880.832520
	Iteration 65Q: 3 clusters Score -2098200 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 13487 members 
Entering Unmasked Estep 
Score: -2098208.750000 Penalty: 4880.832520
	Iteration 66Q: 3 clusters Score -2098209 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 13527 members 
Entering Unmasked Estep 
Score: -2098221.250000 Penalty: 4880.832520
	Iteration 67Q: 3 clusters Score -2098221 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 13577 members 
Entering Unmasked Estep 
Score: -2098219.000000 Penalty: 4880.832520
	Iteration 68Q: 3 clusters Score -2098219 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -2098227.750000 Penalty: 4880.832520
	Iteration 69Q: 3 clusters Score -2098228 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5103 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -2098237.000000 Penalty: 4880.832520
	Iteration 70Q: 3 clusters Score -2098237 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -2098248.750000 Penalty: 4880.832520
	Iteration 71Q: 3 clusters Score -2098249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -2098250.750000 Penalty: 4880.832520
	Iteration 72Q: 3 clusters Score -2098251 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -2098257.500000 Penalty: 4880.832520
	Iteration 73Q: 3 clusters Score -2098258 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -2098261.750000 Penalty: 4880.832520
	Iteration 74Q: 3 clusters Score -2098262 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -2098265.500000 Penalty: 4880.832520
	Iteration 75Q: 3 clusters Score -2098266 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 13902 members 
Entering Unmasked Estep 
Score: -2098269.000000 Penalty: 4880.832520
	Iteration 76Q: 3 clusters Score -2098269 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2098275.500000 Penalty: 4880.832520
	Iteration 77Q: 3 clusters Score -2098276 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -2098282.750000 Penalty: 4880.832520
	Iteration 78Q: 3 clusters Score -2098283 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 14039 members 
Entering Unmasked Estep 
Score: -2098289.750000 Penalty: 4880.832520
	Iteration 79Q: 3 clusters Score -2098290 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -2098309.000000 Penalty: 4880.832520
	Iteration 80F: 3 clusters Score -2098309 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -2098319.750000 Penalty: 4880.832520
	Iteration 81Q: 3 clusters Score -2098320 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2098327.250000 Penalty: 4880.832520
	Iteration 82Q: 3 clusters Score -2098327 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 14292 members 
Entering Unmasked Estep 
Score: -2098345.250000 Penalty: 4880.832520
	Iteration 83Q: 3 clusters Score -2098345 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14357 members 
Entering Unmasked Estep 
Score: -2098361.000000 Penalty: 4880.832520
	Iteration 84Q: 3 clusters Score -2098361 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 14416 members 
Entering Unmasked Estep 
Score: -2098364.250000 Penalty: 4880.832520
	Iteration 85Q: 3 clusters Score -2098364 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 14482 members 
Entering Unmasked Estep 
Score: -2098370.750000 Penalty: 4880.832520
	Iteration 86Q: 3 clusters Score -2098371 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -2098387.000000 Penalty: 4880.832520
	Iteration 87Q: 3 clusters Score -2098387 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -2098401.250000 Penalty: 4880.832520
	Iteration 88Q: 3 clusters Score -2098401 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -2098421.000000 Penalty: 4880.832520
	Iteration 89Q: 3 clusters Score -2098421 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -2098432.500000 Penalty: 4880.832520
	Iteration 90Q: 3 clusters Score -2098432 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -2098454.250000 Penalty: 4880.832520
	Iteration 91Q: 3 clusters Score -2098454 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -2098473.750000 Penalty: 4880.832520
	Iteration 92Q: 3 clusters Score -2098474 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 15008 members 
Entering Unmasked Estep 
Score: -2098498.000000 Penalty: 4880.832520
	Iteration 93Q: 3 clusters Score -2098498 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 15080 members 
Entering Unmasked Estep 
Score: -2098514.750000 Penalty: 4880.832520
	Iteration 94Q: 3 clusters Score -2098515 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -2098529.000000 Penalty: 4880.832520
	Iteration 95Q: 3 clusters Score -2098529 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 15191 members 
Entering Unmasked Estep 
Score: -2098530.250000 Penalty: 4880.832520
	Iteration 96Q: 3 clusters Score -2098530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 15236 members 
Entering Unmasked Estep 
Score: -2098539.500000 Penalty: 4880.832520
	Iteration 97Q: 3 clusters Score -2098540 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 15282 members 
Entering Unmasked Estep 
Score: -2098549.500000 Penalty: 4880.832520
	Iteration 98Q: 3 clusters Score -2098550 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -2098565.750000 Penalty: 4880.832520
	Iteration 99Q: 3 clusters Score -2098566 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -2098573.250000 Penalty: 4880.832520
	Iteration 100F: 3 clusters Score -2098573 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -2098583.250000 Penalty: 4880.832520
	Iteration 101Q: 3 clusters Score -2098583 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -2098592.750000 Penalty: 4880.832520
	Iteration 102Q: 3 clusters Score -2098593 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -2098612.750000 Penalty: 4880.832520
	Iteration 103Q: 3 clusters Score -2098613 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -2098634.000000 Penalty: 4880.832520
	Iteration 104Q: 3 clusters Score -2098634 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -2098652.000000 Penalty: 4880.832520
	Iteration 105Q: 3 clusters Score -2098652 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -2098675.250000 Penalty: 4880.832520
	Iteration 106Q: 3 clusters Score -2098675 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2098702.250000 Penalty: 4880.832520
	Iteration 107Q: 3 clusters Score -2098702 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -2098734.500000 Penalty: 4880.832520
	Iteration 108Q: 3 clusters Score -2098734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -2098765.000000 Penalty: 4880.832520
	Iteration 109Q: 3 clusters Score -2098765 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2098799.000000 Penalty: 4880.832520
	Iteration 110Q: 3 clusters Score -2098799 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -2098830.000000 Penalty: 4880.832520
	Iteration 111Q: 3 clusters Score -2098830 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2098867.250000 Penalty: 4880.832520
	Iteration 112Q: 3 clusters Score -2098867 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -2098896.750000 Penalty: 4880.832520
	Iteration 113Q: 3 clusters Score -2098897 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -2098928.500000 Penalty: 4880.832520
	Iteration 114Q: 3 clusters Score -2098928 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2098963.750000 Penalty: 4880.832520
	Iteration 115Q: 3 clusters Score -2098964 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -2098988.500000 Penalty: 4880.832520
	Iteration 116Q: 3 clusters Score -2098988 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -2099028.500000 Penalty: 4880.832520
	Iteration 117Q: 3 clusters Score -2099028 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -2099055.250000 Penalty: 4880.832520
	Iteration 118Q: 3 clusters Score -2099055 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -2099082.750000 Penalty: 4880.832520
	Iteration 119Q: 3 clusters Score -2099083 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -2099123.000000 Penalty: 4880.832520
	Iteration 120F: 3 clusters Score -2099123 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -2099146.000000 Penalty: 4880.832520
	Iteration 121Q: 3 clusters Score -2099146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -2099178.750000 Penalty: 4880.832520
	Iteration 122Q: 3 clusters Score -2099179 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -2099201.500000 Penalty: 4880.832520
	Iteration 123Q: 3 clusters Score -2099202 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -2099224.250000 Penalty: 4880.832520
	Iteration 124Q: 3 clusters Score -2099224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -2099243.500000 Penalty: 4880.832520
	Iteration 125Q: 3 clusters Score -2099244 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17371 members 
Entering Unmasked Estep 
Score: -2099258.250000 Penalty: 4880.832520
	Iteration 126Q: 3 clusters Score -2099258 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 17408 members 
Entering Unmasked Estep 
Score: -2099276.750000 Penalty: 4880.832520
	Iteration 127Q: 3 clusters Score -2099277 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -2099294.000000 Penalty: 4880.832520
	Iteration 128Q: 3 clusters Score -2099294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -2099305.250000 Penalty: 4880.832520
	Iteration 129Q: 3 clusters Score -2099305 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 17510 members 
Entering Unmasked Estep 
Score: -2099311.500000 Penalty: 4880.832520
	Iteration 130Q: 3 clusters Score -2099312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 17534 members 
Entering Unmasked Estep 
Score: -2099317.250000 Penalty: 4880.832520
	Iteration 131Q: 3 clusters Score -2099317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -2099325.500000 Penalty: 4880.832520
	Iteration 132Q: 3 clusters Score -2099326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -2099336.500000 Penalty: 4880.832520
	Iteration 133Q: 3 clusters Score -2099336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2099343.000000 Penalty: 4880.832520
	Iteration 134Q: 3 clusters Score -2099343 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2099346.000000 Penalty: 4880.832520
	Iteration 135Q: 3 clusters Score -2099346 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -2099352.000000 Penalty: 4880.832520
	Iteration 136Q: 3 clusters Score -2099352 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 17617 members 
Entering Unmasked Estep 
Score: -2099356.500000 Penalty: 4880.832520
	Iteration 137Q: 3 clusters Score -2099356 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -2099360.000000 Penalty: 4880.832520
	Iteration 138Q: 3 clusters Score -2099360 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 17637 members 
Entering Unmasked Estep 
Score: -2099370.500000 Penalty: 4880.832520
	Iteration 139Q: 3 clusters Score -2099370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -2099372.250000 Penalty: 4880.832520
	Iteration 140F: 3 clusters Score -2099372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -2099379.250000 Penalty: 4880.832520
	Iteration 141Q: 3 clusters Score -2099379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 17671 members 
Entering Unmasked Estep 
Score: -2099385.000000 Penalty: 4880.832520
	Iteration 142Q: 3 clusters Score -2099385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -2099389.750000 Penalty: 4880.832520
	Iteration 143Q: 3 clusters Score -2099390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 17690 members 
Entering Unmasked Estep 
Score: -2099394.250000 Penalty: 4880.832520
	Iteration 144Q: 3 clusters Score -2099394 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -2099398.250000 Penalty: 4880.832520
	Iteration 145Q: 3 clusters Score -2099398 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -2099403.000000 Penalty: 4880.832520
	Iteration 146Q: 3 clusters Score -2099403 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -2099411.250000 Penalty: 4880.832520
	Iteration 147Q: 3 clusters Score -2099411 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -2099412.500000 Penalty: 4880.832520
	Iteration 148Q: 3 clusters Score -2099412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -2099416.000000 Penalty: 4880.832520
	Iteration 149Q: 3 clusters Score -2099416 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -2099420.000000 Penalty: 4880.832520
	Iteration 150Q: 3 clusters Score -2099420 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -2099422.500000 Penalty: 4880.832520
	Iteration 151Q: 3 clusters Score -2099422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2099423.250000 Penalty: 4880.832520
	Iteration 152Q: 3 clusters Score -2099423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 17761 members 
Entering Unmasked Estep 
Score: -2099423.250000 Penalty: 4880.832520
	Iteration 153F: 3 clusters Score -2099423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10216 members 
Entering Unmasked Estep 
Score: -1139973.500000 Penalty: 2289.464111
	Iteration 0F: 2 clusters Score -1139974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1132110.375000 Penalty: 4578.928223
	Iteration 0F: 3 clusters Score -1132110 nChanged 4340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5066 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1134620.375000 Penalty: 4578.928223
	Iteration 1F: 3 clusters Score -1134620 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -1135098.625000 Penalty: 4578.928223
	Iteration 2F: 3 clusters Score -1135099 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1135636.625000 Penalty: 4578.928223
	Iteration 3F: 3 clusters Score -1135637 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -1136165.250000 Penalty: 4578.928223
	Iteration 4F: 3 clusters Score -1136165 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1136578.750000 Penalty: 4578.928223
	Iteration 5F: 3 clusters Score -1136579 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -1136884.250000 Penalty: 4578.928223
	Iteration 6F: 3 clusters Score -1136884 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1137132.125000 Penalty: 4578.928223
	Iteration 7Q: 3 clusters Score -1137132 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4656 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1137339.375000 Penalty: 4578.928223
	Iteration 8Q: 3 clusters Score -1137339 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4580 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -1137478.625000 Penalty: 4578.928223
	Iteration 9Q: 3 clusters Score -1137479 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1137573.625000 Penalty: 4578.928223
	Iteration 10Q: 3 clusters Score -1137574 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1137641.250000 Penalty: 4578.928223
	Iteration 11Q: 3 clusters Score -1137641 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1137676.625000 Penalty: 4578.928223
	Iteration 12Q: 3 clusters Score -1137677 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 5713 members 
Entering Unmasked Estep 
Score: -1137696.375000 Penalty: 4578.928223
	Iteration 13Q: 3 clusters Score -1137696 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1137705.750000 Penalty: 4578.928223
	Iteration 14Q: 3 clusters Score -1137706 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1137718.125000 Penalty: 4578.928223
	Iteration 15Q: 3 clusters Score -1137718 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1137727.625000 Penalty: 4578.928223
	Iteration 16Q: 3 clusters Score -1137728 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1137731.125000 Penalty: 4578.928223
	Iteration 17Q: 3 clusters Score -1137731 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1137742.625000 Penalty: 4578.928223
	Iteration 18Q: 3 clusters Score -1137743 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4511 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1137748.250000 Penalty: 4578.928223
	Iteration 19Q: 3 clusters Score -1137748 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4525 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1137750.500000 Penalty: 4578.928223
	Iteration 20F: 3 clusters Score -1137750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1137755.250000 Penalty: 4578.928223
	Iteration 21Q: 3 clusters Score -1137755 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1137754.625000 Penalty: 4578.928223
	Iteration 22Q: 3 clusters Score -1137755 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1137757.625000 Penalty: 4578.928223
	Iteration 23Q: 3 clusters Score -1137758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -1137761.500000 Penalty: 4578.928223
	Iteration 24Q: 3 clusters Score -1137762 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 5660 members 
Entering Unmasked Estep 
Score: -1137764.000000 Penalty: 4578.928223
	Iteration 25Q: 3 clusters Score -1137764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1137764.500000 Penalty: 4578.928223
	Iteration 26Q: 3 clusters Score -1137764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1137764.750000 Penalty: 4578.928223
	Iteration 27Q: 3 clusters Score -1137765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1137768.875000 Penalty: 4578.928223
	Iteration 28Q: 3 clusters Score -1137769 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1137768.000000 Penalty: 4578.928223
	Iteration 29Q: 3 clusters Score -1137768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1137767.375000 Penalty: 4578.928223
	Iteration 30Q: 3 clusters Score -1137767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1137766.375000 Penalty: 4578.928223
	Iteration 31Q: 3 clusters Score -1137766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -1137766.375000 Penalty: 4578.928223
	Iteration 32F: 3 clusters Score -1137766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14624 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Entering Unmasked Estep 
Score: -1748347.750000 Penalty: 2378.424072
	Iteration 0F: 2 clusters Score -1748348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -1737703.375000 Penalty: 4756.848145
	Iteration 0F: 3 clusters Score -1737703 nChanged 6278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1741074.750000 Penalty: 4756.848145
	Iteration 1F: 3 clusters Score -1741075 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -1741449.750000 Penalty: 4756.848145
	Iteration 2F: 3 clusters Score -1741450 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1741736.875000 Penalty: 4756.848145
	Iteration 3Q: 3 clusters Score -1741737 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -1741998.750000 Penalty: 4756.848145
	Iteration 4Q: 3 clusters Score -1741999 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1742277.750000 Penalty: 4756.848145
	Iteration 5Q: 3 clusters Score -1742278 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1742622.375000 Penalty: 4756.848145
	Iteration 6Q: 3 clusters Score -1742622 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 5762 members 
Entering Unmasked Estep 
Score: -1743035.750000 Penalty: 4756.848145
	Iteration 7Q: 3 clusters Score -1743036 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -1743560.000000 Penalty: 4756.848145
	Iteration 8Q: 3 clusters Score -1743560 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9555 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1744091.000000 Penalty: 4756.848145
	Iteration 9Q: 3 clusters Score -1744091 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 4803 members 
Entering Unmasked Estep 
Score: -1744509.000000 Penalty: 4756.848145
	Iteration 10Q: 3 clusters Score -1744509 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1744781.625000 Penalty: 4756.848145
	Iteration 11Q: 3 clusters Score -1744782 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1744950.250000 Penalty: 4756.848145
	Iteration 12Q: 3 clusters Score -1744950 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1745073.000000 Penalty: 4756.848145
	Iteration 13Q: 3 clusters Score -1745073 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -1745168.875000 Penalty: 4756.848145
	Iteration 14Q: 3 clusters Score -1745169 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10622 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1745244.375000 Penalty: 4756.848145
	Iteration 15Q: 3 clusters Score -1745244 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 3893 members 
Entering Unmasked Estep 
Score: -1745294.000000 Penalty: 4756.848145
	Iteration 16Q: 3 clusters Score -1745294 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -1745335.500000 Penalty: 4756.848145
	Iteration 17Q: 3 clusters Score -1745336 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -1745372.500000 Penalty: 4756.848145
	Iteration 18Q: 3 clusters Score -1745372 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -1745402.750000 Penalty: 4756.848145
	Iteration 19Q: 3 clusters Score -1745403 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1745422.750000 Penalty: 4756.848145
	Iteration 20F: 3 clusters Score -1745423 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -1745448.875000 Penalty: 4756.848145
	Iteration 21Q: 3 clusters Score -1745449 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11194 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -1745462.375000 Penalty: 4756.848145
	Iteration 22Q: 3 clusters Score -1745462 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -1745482.125000 Penalty: 4756.848145
	Iteration 23Q: 3 clusters Score -1745482 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -1745494.625000 Penalty: 4756.848145
	Iteration 24Q: 3 clusters Score -1745495 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11364 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -1745504.125000 Penalty: 4756.848145
	Iteration 25Q: 3 clusters Score -1745504 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1745517.875000 Penalty: 4756.848145
	Iteration 26Q: 3 clusters Score -1745518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11439 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -1745526.625000 Penalty: 4756.848145
	Iteration 27Q: 3 clusters Score -1745527 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -1745537.125000 Penalty: 4756.848145
	Iteration 28Q: 3 clusters Score -1745537 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11519 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -1745546.125000 Penalty: 4756.848145
	Iteration 29Q: 3 clusters Score -1745546 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1745553.750000 Penalty: 4756.848145
	Iteration 30Q: 3 clusters Score -1745554 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -1745558.500000 Penalty: 4756.848145
	Iteration 31Q: 3 clusters Score -1745558 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11617 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -1745566.375000 Penalty: 4756.848145
	Iteration 32Q: 3 clusters Score -1745566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11644 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1745571.625000 Penalty: 4756.848145
	Iteration 33Q: 3 clusters Score -1745572 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11678 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -1745580.000000 Penalty: 4756.848145
	Iteration 34Q: 3 clusters Score -1745580 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11723 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -1745590.125000 Penalty: 4756.848145
	Iteration 35Q: 3 clusters Score -1745590 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1745603.250000 Penalty: 4756.848145
	Iteration 36Q: 3 clusters Score -1745603 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11805 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -1745616.375000 Penalty: 4756.848145
	Iteration 37Q: 3 clusters Score -1745616 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11840 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1745623.250000 Penalty: 4756.848145
	Iteration 38Q: 3 clusters Score -1745623 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -1745632.750000 Penalty: 4756.848145
	Iteration 39Q: 3 clusters Score -1745633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1745641.875000 Penalty: 4756.848145
	Iteration 40F: 3 clusters Score -1745642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11970 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -1745659.625000 Penalty: 4756.848145
	Iteration 41Q: 3 clusters Score -1745660 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1745687.500000 Penalty: 4756.848145
	Iteration 42Q: 3 clusters Score -1745688 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12102 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -1745716.000000 Penalty: 4756.848145
	Iteration 43Q: 3 clusters Score -1745716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -1745756.000000 Penalty: 4756.848145
	Iteration 44Q: 3 clusters Score -1745756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -1745798.750000 Penalty: 4756.848145
	Iteration 45Q: 3 clusters Score -1745799 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1745839.625000 Penalty: 4756.848145
	Iteration 46Q: 3 clusters Score -1745840 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1745889.000000 Penalty: 4756.848145
	Iteration 47Q: 3 clusters Score -1745889 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1745929.625000 Penalty: 4756.848145
	Iteration 48Q: 3 clusters Score -1745930 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12636 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -1745970.500000 Penalty: 4756.848145
	Iteration 49Q: 3 clusters Score -1745970 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -1746014.375000 Penalty: 4756.848145
	Iteration 50Q: 3 clusters Score -1746014 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1746051.625000 Penalty: 4756.848145
	Iteration 51Q: 3 clusters Score -1746052 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -1746080.250000 Penalty: 4756.848145
	Iteration 52Q: 3 clusters Score -1746080 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12910 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1746106.875000 Penalty: 4756.848145
	Iteration 53Q: 3 clusters Score -1746107 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1746125.625000 Penalty: 4756.848145
	Iteration 54Q: 3 clusters Score -1746126 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13005 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1746146.250000 Penalty: 4756.848145
	Iteration 55Q: 3 clusters Score -1746146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1746158.875000 Penalty: 4756.848145
	Iteration 56Q: 3 clusters Score -1746159 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1746167.375000 Penalty: 4756.848145
	Iteration 57Q: 3 clusters Score -1746167 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1746184.750000 Penalty: 4756.848145
	Iteration 58Q: 3 clusters Score -1746185 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1746199.500000 Penalty: 4756.848145
	Iteration 59Q: 3 clusters Score -1746200 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13166 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1746206.875000 Penalty: 4756.848145
	Iteration 60F: 3 clusters Score -1746207 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1746217.750000 Penalty: 4756.848145
	Iteration 61Q: 3 clusters Score -1746218 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1746224.250000 Penalty: 4756.848145
	Iteration 62Q: 3 clusters Score -1746224 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1746231.750000 Penalty: 4756.848145
	Iteration 63Q: 3 clusters Score -1746232 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1746235.375000 Penalty: 4756.848145
	Iteration 64Q: 3 clusters Score -1746235 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13264 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -1746240.000000 Penalty: 4756.848145
	Iteration 65Q: 3 clusters Score -1746240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1746243.250000 Penalty: 4756.848145
	Iteration 66Q: 3 clusters Score -1746243 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13281 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1746246.625000 Penalty: 4756.848145
	Iteration 67Q: 3 clusters Score -1746247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13288 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1746247.375000 Penalty: 4756.848145
	Iteration 68Q: 3 clusters Score -1746247 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1746256.625000 Penalty: 4756.848145
	Iteration 69Q: 3 clusters Score -1746257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1746259.875000 Penalty: 4756.848145
	Iteration 70Q: 3 clusters Score -1746260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1746258.875000 Penalty: 4756.848145
	Iteration 71Q: 3 clusters Score -1746259 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1746258.625000 Penalty: 4756.848145
	Iteration 72Q: 3 clusters Score -1746259 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -1746256.750000 Penalty: 4756.848145
	Iteration 73Q: 3 clusters Score -1746257 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -1746257.500000 Penalty: 4756.848145
	Iteration 74Q: 3 clusters Score -1746258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1746260.250000 Penalty: 4756.848145
	Iteration 75Q: 3 clusters Score -1746260 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1746260.625000 Penalty: 4756.848145
	Iteration 76Q: 3 clusters Score -1746261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1746266.000000 Penalty: 4756.848145
	Iteration 77Q: 3 clusters Score -1746266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -1746269.625000 Penalty: 4756.848145
	Iteration 78Q: 3 clusters Score -1746270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1746268.500000 Penalty: 4756.848145
	Iteration 79Q: 3 clusters Score -1746268 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1746271.625000 Penalty: 4756.848145
	Iteration 80F: 3 clusters Score -1746272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1746275.125000 Penalty: 4756.848145
	Iteration 81Q: 3 clusters Score -1746275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1746276.500000 Penalty: 4756.848145
	Iteration 82Q: 3 clusters Score -1746276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1746276.875000 Penalty: 4756.848145
	Iteration 83Q: 3 clusters Score -1746277 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1746278.625000 Penalty: 4756.848145
	Iteration 84Q: 3 clusters Score -1746279 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1746282.375000 Penalty: 4756.848145
	Iteration 85Q: 3 clusters Score -1746282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1746283.750000 Penalty: 4756.848145
	Iteration 86Q: 3 clusters Score -1746284 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13384 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1746288.750000 Penalty: 4756.848145
	Iteration 87Q: 3 clusters Score -1746289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1746291.000000 Penalty: 4756.848145
	Iteration 88Q: 3 clusters Score -1746291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1746292.250000 Penalty: 4756.848145
	Iteration 89Q: 3 clusters Score -1746292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1746292.250000 Penalty: 4756.848145
	Iteration 90F: 3 clusters Score -1746292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -253961.687500 Penalty: 1905.712402
	Iteration 0F: 2 clusters Score -253961.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -251183.250000 Penalty: 3811.424805
	Iteration 0F: 3 clusters Score -251183.2 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -251671.125000 Penalty: 3811.424805
	Iteration 1F: 3 clusters Score -251671.1 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -251791.968750 Penalty: 3811.424805
	Iteration 2F: 3 clusters Score -251792 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -251853.578125 Penalty: 3811.424805
	Iteration 3Q: 3 clusters Score -251853.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -251880.437500 Penalty: 3811.424805
	Iteration 4Q: 3 clusters Score -251880.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -251908.484375 Penalty: 3811.424805
	Iteration 5Q: 3 clusters Score -251908.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -251933.359375 Penalty: 3811.424805
	Iteration 6Q: 3 clusters Score -251933.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -251957.859375 Penalty: 3811.424805
	Iteration 7Q: 3 clusters Score -251957.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -251985.921875 Penalty: 3811.424805
	Iteration 8Q: 3 clusters Score -251985.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -252003.718750 Penalty: 3811.424805
	Iteration 9Q: 3 clusters Score -252003.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -252015.859375 Penalty: 3811.424805
	Iteration 10Q: 3 clusters Score -252015.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -252023.625000 Penalty: 3811.424805
	Iteration 11Q: 3 clusters Score -252023.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -252025.562500 Penalty: 3811.424805
	Iteration 12Q: 3 clusters Score -252025.6 nChanged 5
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: -252029.187500 Penalty: 3811.424805
	Iteration 13Q: 3 clusters Score -252029.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -252032.375000 Penalty: 3811.424805
	Iteration 14Q: 3 clusters Score -252032.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -252035.000000 Penalty: 3811.424805
	Iteration 15Q: 3 clusters Score -252035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -252036.562500 Penalty: 3811.424805
	Iteration 16Q: 3 clusters Score -252036.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -252036.515625 Penalty: 3811.424805
	Iteration 17Q: 3 clusters Score -252036.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -252036.515625 Penalty: 3811.424805
	Iteration 18F: 3 clusters Score -252036.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (67927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67927 members 
Entering Unmasked Estep 
Score: -8068920.500000 Penalty: 2759.294922
	Iteration 0F: 2 clusters Score -8068920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 33922 members 
Entering Unmasked Estep 
Score: -8023471.000000 Penalty: 5518.589844
	Iteration 0F: 3 clusters Score -8023471 nChanged 31607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33974 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -8041057.500000 Penalty: 5518.589844
	Iteration 1F: 3 clusters Score -8041058 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34053 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -8041563.500000 Penalty: 5518.589844
	Iteration 2Q: 3 clusters Score -8041564 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34160 members 
Mstep: Class 2 contains 33767 members 
Entering Unmasked Estep 
Score: -8042014.500000 Penalty: 5518.589844
	Iteration 3Q: 3 clusters Score -8042014 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34302 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -8042435.000000 Penalty: 5518.589844
	Iteration 4Q: 3 clusters Score -8042435 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 33456 members 
Entering Unmasked Estep 
Score: -8042879.000000 Penalty: 5518.589844
	Iteration 5Q: 3 clusters Score -8042879 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 33246 members 
Entering Unmasked Estep 
Score: -8043464.000000 Penalty: 5518.589844
	Iteration 6Q: 3 clusters Score -8043464 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34983 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -8044103.000000 Penalty: 5518.589844
	Iteration 7Q: 3 clusters Score -8044103 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -8044883.500000 Penalty: 5518.589844
	Iteration 8Q: 3 clusters Score -8044884 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 32120 members 
Entering Unmasked Estep 
Score: -8045953.000000 Penalty: 5518.589844
	Iteration 9Q: 3 clusters Score -8045953 nChanged 2935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36260 members 
Mstep: Class 2 contains 31667 members 
Entering Unmasked Estep 
Score: -8047566.000000 Penalty: 5518.589844
	Iteration 10Q: 3 clusters Score -8047566 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36802 members 
Mstep: Class 2 contains 31125 members 
Entering Unmasked Estep 
Score: -8049721.500000 Penalty: 5518.589844
	Iteration 11F: 3 clusters Score -8049722 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 30620 members 
Entering Unmasked Estep 
Score: -8052274.000000 Penalty: 5518.589844
	Iteration 12F: 3 clusters Score -8052274 nChanged 3855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37640 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -8054805.500000 Penalty: 5518.589844
	Iteration 13F: 3 clusters Score -8054806 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 30071 members 
Entering Unmasked Estep 
Score: -8056345.000000 Penalty: 5518.589844
	Iteration 14Q: 3 clusters Score -8056345 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37997 members 
Mstep: Class 2 contains 29930 members 
Entering Unmasked Estep 
Score: -8057002.000000 Penalty: 5518.589844
	Iteration 15Q: 3 clusters Score -8057002 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -8057305.500000 Penalty: 5518.589844
	Iteration 16Q: 3 clusters Score -8057306 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38190 members 
Mstep: Class 2 contains 29737 members 
Entering Unmasked Estep 
Score: -8057468.000000 Penalty: 5518.589844
	Iteration 17Q: 3 clusters Score -8057468 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38278 members 
Mstep: Class 2 contains 29649 members 
Entering Unmasked Estep 
Score: -8057564.500000 Penalty: 5518.589844
	Iteration 18Q: 3 clusters Score -8057564 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38384 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -8057694.000000 Penalty: 5518.589844
	Iteration 19Q: 3 clusters Score -8057694 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 29454 members 
Entering Unmasked Estep 
Score: -8057790.000000 Penalty: 5518.589844
	Iteration 20F: 3 clusters Score -8057790 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38589 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -8057834.500000 Penalty: 5518.589844
	Iteration 21Q: 3 clusters Score -8057834 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38690 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -8057938.500000 Penalty: 5518.589844
	Iteration 22Q: 3 clusters Score -8057938 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 29120 members 
Entering Unmasked Estep 
Score: -8058058.000000 Penalty: 5518.589844
	Iteration 23Q: 3 clusters Score -8058058 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38932 members 
Mstep: Class 2 contains 28995 members 
Entering Unmasked Estep 
Score: -8058061.500000 Penalty: 5518.589844
	Iteration 24Q: 3 clusters Score -8058062 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39047 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -8058153.000000 Penalty: 5518.589844
	Iteration 25Q: 3 clusters Score -8058153 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39172 members 
Mstep: Class 2 contains 28755 members 
Entering Unmasked Estep 
Score: -8058274.500000 Penalty: 5518.589844
	Iteration 26Q: 3 clusters Score -8058274 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -8058315.500000 Penalty: 5518.589844
	Iteration 27Q: 3 clusters Score -8058316 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -8058384.000000 Penalty: 5518.589844
	Iteration 28Q: 3 clusters Score -8058384 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39617 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -8058422.500000 Penalty: 5518.589844
	Iteration 29Q: 3 clusters Score -8058422 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39779 members 
Mstep: Class 2 contains 28148 members 
Entering Unmasked Estep 
Score: -8058493.000000 Penalty: 5518.589844
	Iteration 30Q: 3 clusters Score -8058493 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39933 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -8058542.500000 Penalty: 5518.589844
	Iteration 31Q: 3 clusters Score -8058542 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 27804 members 
Entering Unmasked Estep 
Score: -8058569.000000 Penalty: 5518.589844
	Iteration 32Q: 3 clusters Score -8058569 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 27597 members 
Entering Unmasked Estep 
Score: -8058638.000000 Penalty: 5518.589844
	Iteration 33Q: 3 clusters Score -8058638 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40516 members 
Mstep: Class 2 contains 27411 members 
Entering Unmasked Estep 
Score: -8058710.000000 Penalty: 5518.589844
	Iteration 34Q: 3 clusters Score -8058710 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40715 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -8058742.500000 Penalty: 5518.589844
	Iteration 35Q: 3 clusters Score -8058742 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 27009 members 
Entering Unmasked Estep 
Score: -8058793.000000 Penalty: 5518.589844
	Iteration 36Q: 3 clusters Score -8058793 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41125 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -8058860.500000 Penalty: 5518.589844
	Iteration 37Q: 3 clusters Score -8058860 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41335 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -8058894.000000 Penalty: 5518.589844
	Iteration 38Q: 3 clusters Score -8058894 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41540 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -8058906.000000 Penalty: 5518.589844
	Iteration 39Q: 3 clusters Score -8058906 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 26138 members 
Entering Unmasked Estep 
Score: -8058948.500000 Penalty: 5518.589844
	Iteration 40F: 3 clusters Score -8058948 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42066 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -8059032.000000 Penalty: 5518.589844
	Iteration 41Q: 3 clusters Score -8059032 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42371 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -8059111.500000 Penalty: 5518.589844
	Iteration 42Q: 3 clusters Score -8059112 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -8059201.500000 Penalty: 5518.589844
	Iteration 43Q: 3 clusters Score -8059202 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43064 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -8059237.500000 Penalty: 5518.589844
	Iteration 44Q: 3 clusters Score -8059238 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43425 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -8059305.500000 Penalty: 5518.589844
	Iteration 45Q: 3 clusters Score -8059306 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -8059346.000000 Penalty: 5518.589844
	Iteration 46Q: 3 clusters Score -8059346 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 23764 members 
Entering Unmasked Estep 
Score: -8059436.500000 Penalty: 5518.589844
	Iteration 47Q: 3 clusters Score -8059436 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -8059486.500000 Penalty: 5518.589844
	Iteration 48Q: 3 clusters Score -8059486 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -8059558.000000 Penalty: 5518.589844
	Iteration 49Q: 3 clusters Score -8059558 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45394 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -8059673.000000 Penalty: 5518.589844
	Iteration 50Q: 3 clusters Score -8059673 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45837 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -8059742.000000 Penalty: 5518.589844
	Iteration 51Q: 3 clusters Score -8059742 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46287 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -8059842.000000 Penalty: 5518.589844
	Iteration 52Q: 3 clusters Score -8059842 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46776 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -8059928.000000 Penalty: 5518.589844
	Iteration 53Q: 3 clusters Score -8059928 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47319 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -8060054.000000 Penalty: 5518.589844
	Iteration 54Q: 3 clusters Score -8060054 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47885 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -8060185.000000 Penalty: 5518.589844
	Iteration 55Q: 3 clusters Score -8060185 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -8060305.500000 Penalty: 5518.589844
	Iteration 56Q: 3 clusters Score -8060306 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -8060452.000000 Penalty: 5518.589844
	Iteration 57Q: 3 clusters Score -8060452 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49790 members 
Mstep: Class 2 contains 18137 members 
Entering Unmasked Estep 
Score: -8060632.000000 Penalty: 5518.589844
	Iteration 58Q: 3 clusters Score -8060632 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50491 members 
Mstep: Class 2 contains 17436 members 
Entering Unmasked Estep 
Score: -8060812.500000 Penalty: 5518.589844
	Iteration 59Q: 3 clusters Score -8060812 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -8060999.500000 Penalty: 5518.589844
	Iteration 60F: 3 clusters Score -8061000 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51992 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -8061236.500000 Penalty: 5518.589844
	Iteration 61Q: 3 clusters Score -8061236 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52754 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -8061429.500000 Penalty: 5518.589844
	Iteration 62Q: 3 clusters Score -8061430 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -8061619.500000 Penalty: 5518.589844
	Iteration 63Q: 3 clusters Score -8061620 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 13732 members 
Entering Unmasked Estep 
Score: -8061884.000000 Penalty: 5518.589844
	Iteration 64Q: 3 clusters Score -8061884 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54919 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -8062059.500000 Penalty: 5518.589844
	Iteration 65Q: 3 clusters Score -8062060 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -8062270.000000 Penalty: 5518.589844
	Iteration 66Q: 3 clusters Score -8062270 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56414 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -8062488.500000 Penalty: 5518.589844
	Iteration 67Q: 3 clusters Score -8062488 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57202 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -8062732.500000 Penalty: 5518.589844
	Iteration 68Q: 3 clusters Score -8062732 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57979 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -8062989.500000 Penalty: 5518.589844
	Iteration 69Q: 3 clusters Score -8062990 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58771 members 
Mstep: Class 2 contains 9156 members 
Entering Unmasked Estep 
Score: -8063251.500000 Penalty: 5518.589844
	Iteration 70Q: 3 clusters Score -8063252 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59609 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -8063557.000000 Penalty: 5518.589844
	Iteration 71Q: 3 clusters Score -8063557 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60446 members 
Mstep: Class 2 contains 7481 members 
Entering Unmasked Estep 
Score: -8063896.000000 Penalty: 5518.589844
	Iteration 72Q: 3 clusters Score -8063896 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61269 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -8064233.500000 Penalty: 5518.589844
	Iteration 73Q: 3 clusters Score -8064234 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62052 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -8064575.500000 Penalty: 5518.589844
	Iteration 74Q: 3 clusters Score -8064576 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -8064875.000000 Penalty: 5518.589844
	Iteration 75Q: 3 clusters Score -8064875 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63398 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -8065120.000000 Penalty: 5518.589844
	Iteration 76Q: 3 clusters Score -8065120 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63937 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -8065347.000000 Penalty: 5518.589844
	Iteration 77Q: 3 clusters Score -8065347 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64411 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -8065499.000000 Penalty: 5518.589844
	Iteration 78Q: 3 clusters Score -8065499 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64826 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -8065668.500000 Penalty: 5518.589844
	Iteration 79Q: 3 clusters Score -8065668 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65185 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -8065828.000000 Penalty: 5518.589844
	Iteration 80F: 3 clusters Score -8065828 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65492 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -8065980.000000 Penalty: 5518.589844
	Iteration 81Q: 3 clusters Score -8065980 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -8066074.000000 Penalty: 5518.589844
	Iteration 82Q: 3 clusters Score -8066074 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65925 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8066155.000000 Penalty: 5518.589844
	Iteration 83Q: 3 clusters Score -8066155 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66091 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -8066227.000000 Penalty: 5518.589844
	Iteration 84Q: 3 clusters Score -8066227 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66232 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -8066290.000000 Penalty: 5518.589844
	Iteration 85Q: 3 clusters Score -8066290 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66344 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -8066339.000000 Penalty: 5518.589844
	Iteration 86Q: 3 clusters Score -8066339 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66445 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -8066396.000000 Penalty: 5518.589844
	Iteration 87Q: 3 clusters Score -8066396 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66527 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8066441.000000 Penalty: 5518.589844
	Iteration 88Q: 3 clusters Score -8066441 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66595 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8066465.500000 Penalty: 5518.589844
	Iteration 89Q: 3 clusters Score -8066466 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66653 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -8066498.000000 Penalty: 5518.589844
	Iteration 90Q: 3 clusters Score -8066498 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66701 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8066520.000000 Penalty: 5518.589844
	Iteration 91Q: 3 clusters Score -8066520 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -8066546.000000 Penalty: 5518.589844
	Iteration 92Q: 3 clusters Score -8066546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -8066564.000000 Penalty: 5518.589844
	Iteration 93Q: 3 clusters Score -8066564 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66787 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -8066571.500000 Penalty: 5518.589844
	Iteration 94Q: 3 clusters Score -8066572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66807 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8066578.000000 Penalty: 5518.589844
	Iteration 95Q: 3 clusters Score -8066578 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66826 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -8066594.500000 Penalty: 5518.589844
	Iteration 96Q: 3 clusters Score -8066594 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66850 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8066601.000000 Penalty: 5518.589844
	Iteration 97Q: 3 clusters Score -8066601 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66866 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -8066608.500000 Penalty: 5518.589844
	Iteration 98Q: 3 clusters Score -8066608 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66874 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8066621.500000 Penalty: 5518.589844
	Iteration 99Q: 3 clusters Score -8066622 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66883 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -8066615.500000 Penalty: 5518.589844
	Iteration 100F: 3 clusters Score -8066616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8066618.500000 Penalty: 5518.589844
	Iteration 101Q: 3 clusters Score -8066618 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66902 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8066627.000000 Penalty: 5518.589844
	Iteration 102Q: 3 clusters Score -8066627 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66911 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -8066633.000000 Penalty: 5518.589844
	Iteration 103Q: 3 clusters Score -8066633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -8066643.500000 Penalty: 5518.589844
	Iteration 104Q: 3 clusters Score -8066644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66934 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -8066647.500000 Penalty: 5518.589844
	Iteration 105Q: 3 clusters Score -8066648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66943 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8066653.000000 Penalty: 5518.589844
	Iteration 106Q: 3 clusters Score -8066653 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66952 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -8066652.500000 Penalty: 5518.589844
	Iteration 107Q: 3 clusters Score -8066652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66960 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8066665.500000 Penalty: 5518.589844
	Iteration 108Q: 3 clusters Score -8066666 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66970 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8066671.000000 Penalty: 5518.589844
	Iteration 109Q: 3 clusters Score -8066671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66978 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8066674.500000 Penalty: 5518.589844
	Iteration 110Q: 3 clusters Score -8066674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66986 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8066684.500000 Penalty: 5518.589844
	Iteration 111Q: 3 clusters Score -8066684 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66989 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -8066691.000000 Penalty: 5518.589844
	Iteration 112Q: 3 clusters Score -8066691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66995 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8066697.000000 Penalty: 5518.589844
	Iteration 113Q: 3 clusters Score -8066697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66999 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8066696.500000 Penalty: 5518.589844
	Iteration 114Q: 3 clusters Score -8066696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8066699.500000 Penalty: 5518.589844
	Iteration 115Q: 3 clusters Score -8066700 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67002 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -8066693.500000 Penalty: 5518.589844
	Iteration 116Q: 3 clusters Score -8066694 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67004 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -8066697.500000 Penalty: 5518.589844
	Iteration 117Q: 3 clusters Score -8066698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8066696.500000 Penalty: 5518.589844
	Iteration 118Q: 3 clusters Score -8066696 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67006 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -8066696.500000 Penalty: 5518.589844
	Iteration 119F: 3 clusters Score -8066696 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (18724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Entering Unmasked Estep 
Score: -2099801.250000 Penalty: 2439.715332
	Iteration 0F: 2 clusters Score -2099801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2086474.375000 Penalty: 4879.430664
	Iteration 0F: 3 clusters Score -2086474 nChanged 8222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9715 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -2090796.125000 Penalty: 4879.430664
	Iteration 1F: 3 clusters Score -2090796 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2091227.000000 Penalty: 4879.430664
	Iteration 2F: 3 clusters Score -2091227 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -2091619.500000 Penalty: 4879.430664
	Iteration 3Q: 3 clusters Score -2091620 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -2092110.750000 Penalty: 4879.430664
	Iteration 4F: 3 clusters Score -2092111 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -2092776.000000 Penalty: 4879.430664
	Iteration 5F: 3 clusters Score -2092776 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2093550.875000 Penalty: 4879.430664
	Iteration 6F: 3 clusters Score -2093551 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -2094385.750000 Penalty: 4879.430664
	Iteration 7F: 3 clusters Score -2094386 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13641 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -2095000.000000 Penalty: 4879.430664
	Iteration 8F: 3 clusters Score -2095000 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -2095452.250000 Penalty: 4879.430664
	Iteration 9Q: 3 clusters Score -2095452 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -2095760.250000 Penalty: 4879.430664
	Iteration 10Q: 3 clusters Score -2095760 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15110 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -2096009.625000 Penalty: 4879.430664
	Iteration 11Q: 3 clusters Score -2096010 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -2096212.000000 Penalty: 4879.430664
	Iteration 12Q: 3 clusters Score -2096212 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15816 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -2096398.125000 Penalty: 4879.430664
	Iteration 13Q: 3 clusters Score -2096398 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -2096550.500000 Penalty: 4879.430664
	Iteration 14Q: 3 clusters Score -2096550 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -2096710.750000 Penalty: 4879.430664
	Iteration 15Q: 3 clusters Score -2096711 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -2096866.250000 Penalty: 4879.430664
	Iteration 16Q: 3 clusters Score -2096866 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -2097035.000000 Penalty: 4879.430664
	Iteration 17Q: 3 clusters Score -2097035 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17147 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2097175.250000 Penalty: 4879.430664
	Iteration 18Q: 3 clusters Score -2097175 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2097285.750000 Penalty: 4879.430664
	Iteration 19Q: 3 clusters Score -2097286 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -2097385.750000 Penalty: 4879.430664
	Iteration 20F: 3 clusters Score -2097386 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17570 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2097458.500000 Penalty: 4879.430664
	Iteration 21Q: 3 clusters Score -2097458 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -2097522.000000 Penalty: 4879.430664
	Iteration 22Q: 3 clusters Score -2097522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -2097596.750000 Penalty: 4879.430664
	Iteration 23Q: 3 clusters Score -2097597 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2097683.500000 Penalty: 4879.430664
	Iteration 24Q: 3 clusters Score -2097684 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -2097750.500000 Penalty: 4879.430664
	Iteration 25Q: 3 clusters Score -2097750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2097790.000000 Penalty: 4879.430664
	Iteration 26Q: 3 clusters Score -2097790 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -2097815.000000 Penalty: 4879.430664
	Iteration 27Q: 3 clusters Score -2097815 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -2097830.500000 Penalty: 4879.430664
	Iteration 28Q: 3 clusters Score -2097830 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2097850.000000 Penalty: 4879.430664
	Iteration 29Q: 3 clusters Score -2097850 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -2097859.000000 Penalty: 4879.430664
	Iteration 30Q: 3 clusters Score -2097859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17940 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -2097866.250000 Penalty: 4879.430664
	Iteration 31Q: 3 clusters Score -2097866 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17948 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2097877.000000 Penalty: 4879.430664
	Iteration 32Q: 3 clusters Score -2097877 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2097875.250000 Penalty: 4879.430664
	Iteration 33Q: 3 clusters Score -2097875 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2097879.500000 Penalty: 4879.430664
	Iteration 34Q: 3 clusters Score -2097880 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -2097887.750000 Penalty: 4879.430664
	Iteration 35Q: 3 clusters Score -2097888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17956 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -2097897.750000 Penalty: 4879.430664
	Iteration 36Q: 3 clusters Score -2097898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2097894.500000 Penalty: 4879.430664
	Iteration 37Q: 3 clusters Score -2097894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17961 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -2097899.750000 Penalty: 4879.430664
	Iteration 38Q: 3 clusters Score -2097900 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -2097903.250000 Penalty: 4879.430664
	Iteration 39Q: 3 clusters Score -2097903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -2097904.000000 Penalty: 4879.430664
	Iteration 40F: 3 clusters Score -2097904 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2097907.250000 Penalty: 4879.430664
	Iteration 41Q: 3 clusters Score -2097907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2097912.250000 Penalty: 4879.430664
	Iteration 42Q: 3 clusters Score -2097912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17982 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2097912.750000 Penalty: 4879.430664
	Iteration 43Q: 3 clusters Score -2097913 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2097917.000000 Penalty: 4879.430664
	Iteration 44Q: 3 clusters Score -2097917 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -2097915.250000 Penalty: 4879.430664
	Iteration 45Q: 3 clusters Score -2097915 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17985 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -2097915.000000 Penalty: 4879.430664
	Iteration 46Q: 3 clusters Score -2097915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2097913.750000 Penalty: 4879.430664
	Iteration 47Q: 3 clusters Score -2097914 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2097915.250000 Penalty: 4879.430664
	Iteration 48Q: 3 clusters Score -2097915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17984 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -2097915.250000 Penalty: 4879.430664
	Iteration 49F: 3 clusters Score -2097915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Entering Unmasked Estep 
Score: -1233904.625000 Penalty: 2309.531250
	Iteration 0F: 2 clusters Score -1233905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1225539.875000 Penalty: 4619.062500
	Iteration 0F: 3 clusters Score -1225540 nChanged 4650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 5745 members 
Entering Unmasked Estep 
Score: -1227967.875000 Penalty: 4619.062500
	Iteration 1F: 3 clusters Score -1227968 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5829 members 
Entering Unmasked Estep 
Score: -1228258.750000 Penalty: 4619.062500
	Iteration 2F: 3 clusters Score -1228259 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1228483.375000 Penalty: 4619.062500
	Iteration 3Q: 3 clusters Score -1228483 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -1228699.750000 Penalty: 4619.062500
	Iteration 4Q: 3 clusters Score -1228700 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4818 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1228888.500000 Penalty: 4619.062500
	Iteration 5Q: 3 clusters Score -1228888 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -1229079.875000 Penalty: 4619.062500
	Iteration 6Q: 3 clusters Score -1229080 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1229274.875000 Penalty: 4619.062500
	Iteration 7Q: 3 clusters Score -1229275 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1229484.125000 Penalty: 4619.062500
	Iteration 8Q: 3 clusters Score -1229484 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -1229654.250000 Penalty: 4619.062500
	Iteration 9Q: 3 clusters Score -1229654 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1229834.500000 Penalty: 4619.062500
	Iteration 10Q: 3 clusters Score -1229834 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1230000.000000 Penalty: 4619.062500
	Iteration 11Q: 3 clusters Score -1230000 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -1230175.500000 Penalty: 4619.062500
	Iteration 12Q: 3 clusters Score -1230176 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1230368.500000 Penalty: 4619.062500
	Iteration 13Q: 3 clusters Score -1230368 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -1230549.625000 Penalty: 4619.062500
	Iteration 14Q: 3 clusters Score -1230550 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -1230725.750000 Penalty: 4619.062500
	Iteration 15Q: 3 clusters Score -1230726 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1230875.500000 Penalty: 4619.062500
	Iteration 16Q: 3 clusters Score -1230876 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 9225 members 
Entering Unmasked Estep 
Score: -1231013.000000 Penalty: 4619.062500
	Iteration 17Q: 3 clusters Score -1231013 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -1231134.250000 Penalty: 4619.062500
	Iteration 18Q: 3 clusters Score -1231134 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -1231254.125000 Penalty: 4619.062500
	Iteration 19Q: 3 clusters Score -1231254 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1231347.375000 Penalty: 4619.062500
	Iteration 20F: 3 clusters Score -1231347 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 9865 members 
Entering Unmasked Estep 
Score: -1231423.375000 Penalty: 4619.062500
	Iteration 21Q: 3 clusters Score -1231423 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1231484.125000 Penalty: 4619.062500
	Iteration 22Q: 3 clusters Score -1231484 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 10051 members 
Entering Unmasked Estep 
Score: -1231554.125000 Penalty: 4619.062500
	Iteration 23Q: 3 clusters Score -1231554 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -1231612.875000 Penalty: 4619.062500
	Iteration 24Q: 3 clusters Score -1231613 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -1231650.750000 Penalty: 4619.062500
	Iteration 25Q: 3 clusters Score -1231651 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -1231687.125000 Penalty: 4619.062500
	Iteration 26Q: 3 clusters Score -1231687 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -1231706.375000 Penalty: 4619.062500
	Iteration 27Q: 3 clusters Score -1231706 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 10311 members 
Entering Unmasked Estep 
Score: -1231729.000000 Penalty: 4619.062500
	Iteration 28Q: 3 clusters Score -1231729 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 10331 members 
Entering Unmasked Estep 
Score: -1231744.125000 Penalty: 4619.062500
	Iteration 29Q: 3 clusters Score -1231744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 10341 members 
Entering Unmasked Estep 
Score: -1231752.625000 Penalty: 4619.062500
	Iteration 30Q: 3 clusters Score -1231753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -1231759.750000 Penalty: 4619.062500
	Iteration 31Q: 3 clusters Score -1231760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -1231767.250000 Penalty: 4619.062500
	Iteration 32Q: 3 clusters Score -1231767 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -1231772.500000 Penalty: 4619.062500
	Iteration 33Q: 3 clusters Score -1231772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -1231774.750000 Penalty: 4619.062500
	Iteration 34Q: 3 clusters Score -1231775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -1231782.500000 Penalty: 4619.062500
	Iteration 35Q: 3 clusters Score -1231782 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -1231785.750000 Penalty: 4619.062500
	Iteration 36Q: 3 clusters Score -1231786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -1231790.125000 Penalty: 4619.062500
	Iteration 37Q: 3 clusters Score -1231790 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10408 members 
Entering Unmasked Estep 
Score: -1231797.000000 Penalty: 4619.062500
	Iteration 38Q: 3 clusters Score -1231797 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10418 members 
Entering Unmasked Estep 
Score: -1231808.750000 Penalty: 4619.062500
	Iteration 39Q: 3 clusters Score -1231809 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -1231814.375000 Penalty: 4619.062500
	Iteration 40F: 3 clusters Score -1231814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -1231817.125000 Penalty: 4619.062500
	Iteration 41Q: 3 clusters Score -1231817 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -1231827.500000 Penalty: 4619.062500
	Iteration 42Q: 3 clusters Score -1231828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1231842.500000 Penalty: 4619.062500
	Iteration 43Q: 3 clusters Score -1231842 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -1231866.375000 Penalty: 4619.062500
	Iteration 44Q: 3 clusters Score -1231866 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -1231879.875000 Penalty: 4619.062500
	Iteration 45Q: 3 clusters Score -1231880 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1231895.375000 Penalty: 4619.062500
	Iteration 46Q: 3 clusters Score -1231895 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 10507 members 
Entering Unmasked Estep 
Score: -1231903.375000 Penalty: 4619.062500
	Iteration 47Q: 3 clusters Score -1231903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -1231912.375000 Penalty: 4619.062500
	Iteration 48Q: 3 clusters Score -1231912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -1231912.375000 Penalty: 4619.062500
	Iteration 49Q: 3 clusters Score -1231912 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 10516 members 
Entering Unmasked Estep 
Score: -1231914.250000 Penalty: 4619.062500
	Iteration 50Q: 3 clusters Score -1231914 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1231918.750000 Penalty: 4619.062500
	Iteration 51Q: 3 clusters Score -1231919 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1231920.000000 Penalty: 4619.062500
	Iteration 52Q: 3 clusters Score -1231920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -1231920.000000 Penalty: 4619.062500
	Iteration 53F: 3 clusters Score -1231920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -49627.156250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -49627.16 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 242 members 
Entering Unmasked Estep 
Score: -48161.175781 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -48161.18 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -48316.906250 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -48316.91 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -48361.960938 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -48361.96 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -48394.363281 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -48394.36 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -48408.164062 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -48408.16 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -48421.289062 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -48421.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48431.136719 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -48431.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -48438.765625 Penalty: 3066.314209
	Iteration 7Q: 3 clusters Score -48438.77 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48441.269531 Penalty: 3066.314209
	Iteration 8Q: 3 clusters Score -48441.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -48441.269531 Penalty: 3066.314209
	Iteration 9F: 3 clusters Score -48441.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Entering Unmasked Estep 
Score: -71863.343750 Penalty: 1638.449341
	Iteration 0F: 2 clusters Score -71863.34 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 380 members 
Entering Unmasked Estep 
Score: -70123.687500 Penalty: 3276.898682
	Iteration 0F: 3 clusters Score -70123.69 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -70574.390625 Penalty: 3276.898682
	Iteration 1F: 3 clusters Score -70574.39 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -70857.500000 Penalty: 3276.898682
	Iteration 2F: 3 clusters Score -70857.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -71117.671875 Penalty: 3276.898682
	Iteration 3F: 3 clusters Score -71117.67 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -71368.484375 Penalty: 3276.898682
	Iteration 4F: 3 clusters Score -71368.48 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -71514.195312 Penalty: 3276.898682
	Iteration 5Q: 3 clusters Score -71514.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -71704.507812 Penalty: 3276.898682
	Iteration 6Q: 3 clusters Score -71704.51 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -71840.921875 Penalty: 3276.898682
	Iteration 7Q: 3 clusters Score -71840.92 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -71914.585938 Penalty: 3276.898682
	Iteration 8Q: 3 clusters Score -71914.59 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72008.765625 Penalty: 3276.898682
	Iteration 9Q: 3 clusters Score -72008.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72087.125000 Penalty: 3276.898682
	Iteration 10Q: 3 clusters Score -72087.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -72144.515625 Penalty: 3276.898682
	Iteration 11Q: 3 clusters Score -72144.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -72189.945312 Penalty: 3276.898682
	Iteration 12Q: 3 clusters Score -72189.95 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72223.601562 Penalty: 3276.898682
	Iteration 13Q: 3 clusters Score -72223.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -72232.921875 Penalty: 3276.898682
	Iteration 14Q: 3 clusters Score -72232.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -72248.859375 Penalty: 3276.898682
	Iteration 15Q: 3 clusters Score -72248.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72278.570312 Penalty: 3276.898682
	Iteration 16Q: 3 clusters Score -72278.57 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72337.406250 Penalty: 3276.898682
	Iteration 17Q: 3 clusters Score -72337.41 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72489.132812 Penalty: 3276.898682
	Iteration 18Q: 3 clusters Score -72489.13 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72616.015625 Penalty: 3276.898682
	Iteration 19Q: 3 clusters Score -72616.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72632.218750 Penalty: 3276.898682
	Iteration 20F: 3 clusters Score -72632.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72651.757812 Penalty: 3276.898682
	Iteration 21Q: 3 clusters Score -72651.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72654.695312 Penalty: 3276.898682
	Iteration 22Q: 3 clusters Score -72654.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72658.367188 Penalty: 3276.898682
	Iteration 23Q: 3 clusters Score -72658.37 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72659.898438 Penalty: 3276.898682
	Iteration 24Q: 3 clusters Score -72659.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72659.898438 Penalty: 3276.898682
	Iteration 25F: 3 clusters Score -72659.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 91184 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 25631 members 
Mstep: Class 5 contains 169174 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 24061 members 
Mstep: Class 9 contains 18079 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 11 contains 297922 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 202649 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 9660 members 
Mstep: Class 18 contains 4428 members 
Mstep: Class 19 contains 18777 members 
Mstep: Class 20 contains 10216 members 
Mstep: Class 21 contains 14624 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 67927 members 
Mstep: Class 24 contains 18724 members 
Mstep: Class 25 contains 11077 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 490 members 
Mstep: Class 28 contains 192268 members 
Mstep: Class 29 contains 176020 members 
Mstep: Class 30 contains 5140 members 
Mstep: Class 31 contains 963 members 
Mstep: Class 32 contains 250 members 
Entering Unmasked Estep 
Score: -161450576.000000 Penalty: 112415.234375
Splitting cluster 27 changes total score from -161451792.000000 to -161450576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (192268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192268 members 
Entering Unmasked Estep 
Score: -22645046.000000 Penalty: 3017.327881
	Iteration 0F: 2 clusters Score -2.264505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96077 members 
Mstep: Class 2 contains 96191 members 
Entering Unmasked Estep 
Score: -22518446.000000 Penalty: 6034.655762
	Iteration 0F: 3 clusters Score -2.251845e+07 nChanged 92275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95140 members 
Mstep: Class 2 contains 97128 members 
Entering Unmasked Estep 
Score: -22572606.000000 Penalty: 6034.655762
	Iteration 1F: 3 clusters Score -2.257261e+07 nChanged 5814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94478 members 
Mstep: Class 2 contains 97790 members 
Entering Unmasked Estep 
Score: -22574048.000000 Penalty: 6034.655762
	Iteration 2Q: 3 clusters Score -2.257405e+07 nChanged 6385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93469 members 
Mstep: Class 2 contains 98799 members 
Entering Unmasked Estep 
Score: -22576106.000000 Penalty: 6034.655762
	Iteration 3Q: 3 clusters Score -2.257611e+07 nChanged 7397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91950 members 
Mstep: Class 2 contains 100318 members 
Entering Unmasked Estep 
Score: -22578746.000000 Penalty: 6034.655762
	Iteration 4Q: 3 clusters Score -2.257875e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89698 members 
Mstep: Class 2 contains 102570 members 
Entering Unmasked Estep 
Score: -22582710.000000 Penalty: 6034.655762
	Iteration 5Q: 3 clusters Score -2.258271e+07 nChanged 10229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86651 members 
Mstep: Class 2 contains 105617 members 
Entering Unmasked Estep 
Score: -22588748.000000 Penalty: 6034.655762
	Iteration 6F: 3 clusters Score -2.258875e+07 nChanged 11837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82764 members 
Mstep: Class 2 contains 109504 members 
Entering Unmasked Estep 
Score: -22597416.000000 Penalty: 6034.655762
	Iteration 7F: 3 clusters Score -2.259742e+07 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78665 members 
Mstep: Class 2 contains 113603 members 
Entering Unmasked Estep 
Score: -22607232.000000 Penalty: 6034.655762
	Iteration 8F: 3 clusters Score -2.260723e+07 nChanged 11566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74965 members 
Mstep: Class 2 contains 117303 members 
Entering Unmasked Estep 
Score: -22614402.000000 Penalty: 6034.655762
	Iteration 9F: 3 clusters Score -2.26144e+07 nChanged 8357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71716 members 
Mstep: Class 2 contains 120552 members 
Entering Unmasked Estep 
Score: -22617658.000000 Penalty: 6034.655762
	Iteration 10Q: 3 clusters Score -2.261766e+07 nChanged 5298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68748 members 
Mstep: Class 2 contains 123520 members 
Entering Unmasked Estep 
Score: -22619494.000000 Penalty: 6034.655762
	Iteration 11Q: 3 clusters Score -2.261949e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65882 members 
Mstep: Class 2 contains 126386 members 
Entering Unmasked Estep 
Score: -22620692.000000 Penalty: 6034.655762
	Iteration 12Q: 3 clusters Score -2.262069e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62977 members 
Mstep: Class 2 contains 129291 members 
Entering Unmasked Estep 
Score: -22621540.000000 Penalty: 6034.655762
	Iteration 13Q: 3 clusters Score -2.262154e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60153 members 
Mstep: Class 2 contains 132115 members 
Entering Unmasked Estep 
Score: -22622550.000000 Penalty: 6034.655762
	Iteration 14Q: 3 clusters Score -2.262255e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57301 members 
Mstep: Class 2 contains 134967 members 
Entering Unmasked Estep 
Score: -22623258.000000 Penalty: 6034.655762
	Iteration 15Q: 3 clusters Score -2.262326e+07 nChanged 2997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54342 members 
Mstep: Class 2 contains 137926 members 
Entering Unmasked Estep 
Score: -22624054.000000 Penalty: 6034.655762
	Iteration 16Q: 3 clusters Score -2.262405e+07 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51392 members 
Mstep: Class 2 contains 140876 members 
Entering Unmasked Estep 
Score: -22625010.000000 Penalty: 6034.655762
	Iteration 17Q: 3 clusters Score -2.262501e+07 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48342 members 
Mstep: Class 2 contains 143926 members 
Entering Unmasked Estep 
Score: -22626104.000000 Penalty: 6034.655762
	Iteration 18Q: 3 clusters Score -2.26261e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45245 members 
Mstep: Class 2 contains 147023 members 
Entering Unmasked Estep 
Score: -22627058.000000 Penalty: 6034.655762
	Iteration 19Q: 3 clusters Score -2.262706e+07 nChanged 3097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 150110 members 
Entering Unmasked Estep 
Score: -22628230.000000 Penalty: 6034.655762
	Iteration 20F: 3 clusters Score -2.262823e+07 nChanged 2971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39189 members 
Mstep: Class 2 contains 153079 members 
Entering Unmasked Estep 
Score: -22629206.000000 Penalty: 6034.655762
	Iteration 21Q: 3 clusters Score -2.262921e+07 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 155967 members 
Entering Unmasked Estep 
Score: -22630014.000000 Penalty: 6034.655762
	Iteration 22Q: 3 clusters Score -2.263001e+07 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 158715 members 
Entering Unmasked Estep 
Score: -22631000.000000 Penalty: 6034.655762
	Iteration 23Q: 3 clusters Score -2.2631e+07 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30995 members 
Mstep: Class 2 contains 161273 members 
Entering Unmasked Estep 
Score: -22631868.000000 Penalty: 6034.655762
	Iteration 24Q: 3 clusters Score -2.263187e+07 nChanged 2461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 163730 members 
Entering Unmasked Estep 
Score: -22632604.000000 Penalty: 6034.655762
	Iteration 25Q: 3 clusters Score -2.26326e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 165954 members 
Entering Unmasked Estep 
Score: -22633340.000000 Penalty: 6034.655762
	Iteration 26Q: 3 clusters Score -2.263334e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 168107 members 
Entering Unmasked Estep 
Score: -22634108.000000 Penalty: 6034.655762
	Iteration 27Q: 3 clusters Score -2.263411e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 170173 members 
Entering Unmasked Estep 
Score: -22634898.000000 Penalty: 6034.655762
	Iteration 28Q: 3 clusters Score -2.26349e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 172083 members 
Entering Unmasked Estep 
Score: -22635554.000000 Penalty: 6034.655762
	Iteration 29Q: 3 clusters Score -2.263555e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 173853 members 
Entering Unmasked Estep 
Score: -22636158.000000 Penalty: 6034.655762
	Iteration 30Q: 3 clusters Score -2.263616e+07 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 175519 members 
Entering Unmasked Estep 
Score: -22636680.000000 Penalty: 6034.655762
	Iteration 31Q: 3 clusters Score -2.263668e+07 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 177078 members 
Entering Unmasked Estep 
Score: -22637126.000000 Penalty: 6034.655762
	Iteration 32Q: 3 clusters Score -2.263713e+07 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 178499 members 
Entering Unmasked Estep 
Score: -22637616.000000 Penalty: 6034.655762
	Iteration 33Q: 3 clusters Score -2.263762e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 179773 members 
Entering Unmasked Estep 
Score: -22638102.000000 Penalty: 6034.655762
	Iteration 34Q: 3 clusters Score -2.26381e+07 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11275 members 
Mstep: Class 2 contains 180993 members 
Entering Unmasked Estep 
Score: -22638560.000000 Penalty: 6034.655762
	Iteration 35Q: 3 clusters Score -2.263856e+07 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 182117 members 
Entering Unmasked Estep 
Score: -22639080.000000 Penalty: 6034.655762
	Iteration 36Q: 3 clusters Score -2.263908e+07 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 183107 members 
Entering Unmasked Estep 
Score: -22639570.000000 Penalty: 6034.655762
	Iteration 37Q: 3 clusters Score -2.263957e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 183940 members 
Entering Unmasked Estep 
Score: -22639794.000000 Penalty: 6034.655762
	Iteration 38Q: 3 clusters Score -2.263979e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 184701 members 
Entering Unmasked Estep 
Score: -22640214.000000 Penalty: 6034.655762
	Iteration 39Q: 3 clusters Score -2.264021e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6852 members 
Mstep: Class 2 contains 185416 members 
Entering Unmasked Estep 
Score: -22640546.000000 Penalty: 6034.655762
	Iteration 40F: 3 clusters Score -2.264055e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 186038 members 
Entering Unmasked Estep 
Score: -22640764.000000 Penalty: 6034.655762
	Iteration 41Q: 3 clusters Score -2.264076e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 186601 members 
Entering Unmasked Estep 
Score: -22641044.000000 Penalty: 6034.655762
	Iteration 42Q: 3 clusters Score -2.264104e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 187083 members 
Entering Unmasked Estep 
Score: -22641276.000000 Penalty: 6034.655762
	Iteration 43Q: 3 clusters Score -2.264128e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 187466 members 
Entering Unmasked Estep 
Score: -22641410.000000 Penalty: 6034.655762
	Iteration 44Q: 3 clusters Score -2.264141e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 187795 members 
Entering Unmasked Estep 
Score: -22641482.000000 Penalty: 6034.655762
	Iteration 45Q: 3 clusters Score -2.264148e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 188106 members 
Entering Unmasked Estep 
Score: -22641634.000000 Penalty: 6034.655762
	Iteration 46Q: 3 clusters Score -2.264163e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 188388 members 
Entering Unmasked Estep 
Score: -22641780.000000 Penalty: 6034.655762
	Iteration 47Q: 3 clusters Score -2.264178e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 188635 members 
Entering Unmasked Estep 
Score: -22641838.000000 Penalty: 6034.655762
	Iteration 48Q: 3 clusters Score -2.264184e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 188819 members 
Entering Unmasked Estep 
Score: -22641902.000000 Penalty: 6034.655762
	Iteration 49Q: 3 clusters Score -2.26419e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3304 members 
Mstep: Class 2 contains 188964 members 
Entering Unmasked Estep 
Score: -22641958.000000 Penalty: 6034.655762
	Iteration 50Q: 3 clusters Score -2.264196e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 189095 members 
Entering Unmasked Estep 
Score: -22642002.000000 Penalty: 6034.655762
	Iteration 51Q: 3 clusters Score -2.2642e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 189236 members 
Entering Unmasked Estep 
Score: -22642050.000000 Penalty: 6034.655762
	Iteration 52Q: 3 clusters Score -2.264205e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 189356 members 
Entering Unmasked Estep 
Score: -22642078.000000 Penalty: 6034.655762
	Iteration 53Q: 3 clusters Score -2.264208e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 189442 members 
Entering Unmasked Estep 
Score: -22642122.000000 Penalty: 6034.655762
	Iteration 54Q: 3 clusters Score -2.264212e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 189508 members 
Entering Unmasked Estep 
Score: -22642124.000000 Penalty: 6034.655762
	Iteration 55Q: 3 clusters Score -2.264212e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 189561 members 
Entering Unmasked Estep 
Score: -22642130.000000 Penalty: 6034.655762
	Iteration 56Q: 3 clusters Score -2.264213e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 189615 members 
Entering Unmasked Estep 
Score: -22642150.000000 Penalty: 6034.655762
	Iteration 57Q: 3 clusters Score -2.264215e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 189661 members 
Entering Unmasked Estep 
Score: -22642172.000000 Penalty: 6034.655762
	Iteration 58Q: 3 clusters Score -2.264217e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 189697 members 
Entering Unmasked Estep 
Score: -22642172.000000 Penalty: 6034.655762
	Iteration 59Q: 3 clusters Score -2.264217e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 189734 members 
Entering Unmasked Estep 
Score: -22642218.000000 Penalty: 6034.655762
	Iteration 60F: 3 clusters Score -2.264222e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 189769 members 
Entering Unmasked Estep 
Score: -22642224.000000 Penalty: 6034.655762
	Iteration 61Q: 3 clusters Score -2.264222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 189802 members 
Entering Unmasked Estep 
Score: -22642262.000000 Penalty: 6034.655762
	Iteration 62Q: 3 clusters Score -2.264226e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 189831 members 
Entering Unmasked Estep 
Score: -22642282.000000 Penalty: 6034.655762
	Iteration 63Q: 3 clusters Score -2.264228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 189850 members 
Entering Unmasked Estep 
Score: -22642280.000000 Penalty: 6034.655762
	Iteration 64Q: 3 clusters Score -2.264228e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 189873 members 
Entering Unmasked Estep 
Score: -22642276.000000 Penalty: 6034.655762
	Iteration 65Q: 3 clusters Score -2.264228e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 189888 members 
Entering Unmasked Estep 
Score: -22642288.000000 Penalty: 6034.655762
	Iteration 66Q: 3 clusters Score -2.264229e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 189905 members 
Entering Unmasked Estep 
Score: -22642312.000000 Penalty: 6034.655762
	Iteration 67Q: 3 clusters Score -2.264231e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 189915 members 
Entering Unmasked Estep 
Score: -22642310.000000 Penalty: 6034.655762
	Iteration 68Q: 3 clusters Score -2.264231e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 189927 members 
Entering Unmasked Estep 
Score: -22642328.000000 Penalty: 6034.655762
	Iteration 69Q: 3 clusters Score -2.264233e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 189936 members 
Entering Unmasked Estep 
Score: -22642324.000000 Penalty: 6034.655762
	Iteration 70Q: 3 clusters Score -2.264232e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 189947 members 
Entering Unmasked Estep 
Score: -22642340.000000 Penalty: 6034.655762
	Iteration 71Q: 3 clusters Score -2.264234e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 189961 members 
Entering Unmasked Estep 
Score: -22642334.000000 Penalty: 6034.655762
	Iteration 72Q: 3 clusters Score -2.264233e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 189971 members 
Entering Unmasked Estep 
Score: -22642330.000000 Penalty: 6034.655762
	Iteration 73Q: 3 clusters Score -2.264233e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 189980 members 
Entering Unmasked Estep 
Score: -22642346.000000 Penalty: 6034.655762
	Iteration 74Q: 3 clusters Score -2.264235e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 189989 members 
Entering Unmasked Estep 
Score: -22642350.000000 Penalty: 6034.655762
	Iteration 75Q: 3 clusters Score -2.264235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 190008 members 
Entering Unmasked Estep 
Score: -22642370.000000 Penalty: 6034.655762
	Iteration 76Q: 3 clusters Score -2.264237e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 190023 members 
Entering Unmasked Estep 
Score: -22642376.000000 Penalty: 6034.655762
	Iteration 77Q: 3 clusters Score -2.264238e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 190047 members 
Entering Unmasked Estep 
Score: -22642364.000000 Penalty: 6034.655762
	Iteration 78Q: 3 clusters Score -2.264236e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 190068 members 
Entering Unmasked Estep 
Score: -22642392.000000 Penalty: 6034.655762
	Iteration 79Q: 3 clusters Score -2.264239e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 190083 members 
Entering Unmasked Estep 
Score: -22642390.000000 Penalty: 6034.655762
	Iteration 80F: 3 clusters Score -2.264239e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 190098 members 
Entering Unmasked Estep 
Score: -22642396.000000 Penalty: 6034.655762
	Iteration 81Q: 3 clusters Score -2.26424e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 190117 members 
Entering Unmasked Estep 
Score: -22642388.000000 Penalty: 6034.655762
	Iteration 82Q: 3 clusters Score -2.264239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 190133 members 
Entering Unmasked Estep 
Score: -22642388.000000 Penalty: 6034.655762
	Iteration 83Q: 3 clusters Score -2.264239e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 190146 members 
Entering Unmasked Estep 
Score: -22642404.000000 Penalty: 6034.655762
	Iteration 84Q: 3 clusters Score -2.26424e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 190160 members 
Entering Unmasked Estep 
Score: -22642396.000000 Penalty: 6034.655762
	Iteration 85Q: 3 clusters Score -2.26424e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 190174 members 
Entering Unmasked Estep 
Score: -22642392.000000 Penalty: 6034.655762
	Iteration 86Q: 3 clusters Score -2.264239e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 190190 members 
Entering Unmasked Estep 
Score: -22642390.000000 Penalty: 6034.655762
	Iteration 87Q: 3 clusters Score -2.264239e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 190205 members 
Entering Unmasked Estep 
Score: -22642396.000000 Penalty: 6034.655762
	Iteration 88Q: 3 clusters Score -2.26424e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 190225 members 
Entering Unmasked Estep 
Score: -22642426.000000 Penalty: 6034.655762
	Iteration 89Q: 3 clusters Score -2.264243e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 190244 members 
Entering Unmasked Estep 
Score: -22642414.000000 Penalty: 6034.655762
	Iteration 90Q: 3 clusters Score -2.264241e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 190256 members 
Entering Unmasked Estep 
Score: -22642428.000000 Penalty: 6034.655762
	Iteration 91Q: 3 clusters Score -2.264243e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 190269 members 
Entering Unmasked Estep 
Score: -22642438.000000 Penalty: 6034.655762
	Iteration 92Q: 3 clusters Score -2.264244e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 190279 members 
Entering Unmasked Estep 
Score: -22642444.000000 Penalty: 6034.655762
	Iteration 93Q: 3 clusters Score -2.264244e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 190288 members 
Entering Unmasked Estep 
Score: -22642448.000000 Penalty: 6034.655762
	Iteration 94Q: 3 clusters Score -2.264245e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 190294 members 
Entering Unmasked Estep 
Score: -22642472.000000 Penalty: 6034.655762
	Iteration 95Q: 3 clusters Score -2.264247e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 190300 members 
Entering Unmasked Estep 
Score: -22642456.000000 Penalty: 6034.655762
	Iteration 96Q: 3 clusters Score -2.264246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 190304 members 
Entering Unmasked Estep 
Score: -22642462.000000 Penalty: 6034.655762
	Iteration 97Q: 3 clusters Score -2.264246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 190310 members 
Entering Unmasked Estep 
Score: -22642454.000000 Penalty: 6034.655762
	Iteration 98Q: 3 clusters Score -2.264245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 190315 members 
Entering Unmasked Estep 
Score: -22642464.000000 Penalty: 6034.655762
	Iteration 99Q: 3 clusters Score -2.264246e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 190322 members 
Entering Unmasked Estep 
Score: -22642468.000000 Penalty: 6034.655762
	Iteration 100F: 3 clusters Score -2.264247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 190325 members 
Entering Unmasked Estep 
Score: -22642478.000000 Penalty: 6034.655762
	Iteration 101Q: 3 clusters Score -2.264248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 190330 members 
Entering Unmasked Estep 
Score: -22642474.000000 Penalty: 6034.655762
	Iteration 102Q: 3 clusters Score -2.264247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 190339 members 
Entering Unmasked Estep 
Score: -22642474.000000 Penalty: 6034.655762
	Iteration 103Q: 3 clusters Score -2.264247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 190342 members 
Entering Unmasked Estep 
Score: -22642466.000000 Penalty: 6034.655762
	Iteration 104Q: 3 clusters Score -2.264247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 190346 members 
Entering Unmasked Estep 
Score: -22642458.000000 Penalty: 6034.655762
	Iteration 105Q: 3 clusters Score -2.264246e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 190346 members 
Entering Unmasked Estep 
Score: -22642458.000000 Penalty: 6034.655762
	Iteration 106F: 3 clusters Score -2.264246e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (176020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176020 members 
Entering Unmasked Estep 
Score: -20737586.000000 Penalty: 2995.431641
	Iteration 0F: 2 clusters Score -2.073759e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87783 members 
Mstep: Class 2 contains 88237 members 
Entering Unmasked Estep 
Score: -20621322.000000 Penalty: 5990.863281
	Iteration 0F: 3 clusters Score -2.062132e+07 nChanged 84592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83991 members 
Mstep: Class 2 contains 92029 members 
Entering Unmasked Estep 
Score: -20671148.000000 Penalty: 5990.863281
	Iteration 1F: 3 clusters Score -2.067115e+07 nChanged 5575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 94308 members 
Entering Unmasked Estep 
Score: -20672520.000000 Penalty: 5990.863281
	Iteration 2Q: 3 clusters Score -2.067252e+07 nChanged 6225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78315 members 
Mstep: Class 2 contains 97705 members 
Entering Unmasked Estep 
Score: -20674492.000000 Penalty: 5990.863281
	Iteration 3Q: 3 clusters Score -2.067449e+07 nChanged 7303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 102776 members 
Entering Unmasked Estep 
Score: -20677646.000000 Penalty: 5990.863281
	Iteration 4Q: 3 clusters Score -2.067765e+07 nChanged 9012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 109946 members 
Entering Unmasked Estep 
Score: -20682580.000000 Penalty: 5990.863281
	Iteration 5F: 3 clusters Score -2.068258e+07 nChanged 10803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56743 members 
Mstep: Class 2 contains 119277 members 
Entering Unmasked Estep 
Score: -20690274.000000 Penalty: 5990.863281
	Iteration 6F: 3 clusters Score -2.069027e+07 nChanged 12017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 129908 members 
Entering Unmasked Estep 
Score: -20700128.000000 Penalty: 5990.863281
	Iteration 7F: 3 clusters Score -2.070013e+07 nChanged 11427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35919 members 
Mstep: Class 2 contains 140101 members 
Entering Unmasked Estep 
Score: -20709578.000000 Penalty: 5990.863281
	Iteration 8F: 3 clusters Score -2.070958e+07 nChanged 9260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 148363 members 
Entering Unmasked Estep 
Score: -20716986.000000 Penalty: 5990.863281
	Iteration 9F: 3 clusters Score -2.071699e+07 nChanged 6929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 154642 members 
Entering Unmasked Estep 
Score: -20721978.000000 Penalty: 5990.863281
	Iteration 10Q: 3 clusters Score -2.072198e+07 nChanged 5128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16540 members 
Mstep: Class 2 contains 159480 members 
Entering Unmasked Estep 
Score: -20725342.000000 Penalty: 5990.863281
	Iteration 11Q: 3 clusters Score -2.072534e+07 nChanged 3983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 163367 members 
Entering Unmasked Estep 
Score: -20727770.000000 Penalty: 5990.863281
	Iteration 12Q: 3 clusters Score -2.072777e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 166575 members 
Entering Unmasked Estep 
Score: -20729860.000000 Penalty: 5990.863281
	Iteration 13Q: 3 clusters Score -2.072986e+07 nChanged 2580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 169147 members 
Entering Unmasked Estep 
Score: -20731382.000000 Penalty: 5990.863281
	Iteration 14Q: 3 clusters Score -2.073138e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 171077 members 
Entering Unmasked Estep 
Score: -20732514.000000 Penalty: 5990.863281
	Iteration 15Q: 3 clusters Score -2.073251e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 172471 members 
Entering Unmasked Estep 
Score: -20733298.000000 Penalty: 5990.863281
	Iteration 16Q: 3 clusters Score -2.07333e+07 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 173475 members 
Entering Unmasked Estep 
Score: -20733968.000000 Penalty: 5990.863281
	Iteration 17Q: 3 clusters Score -2.073397e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 174132 members 
Entering Unmasked Estep 
Score: -20734370.000000 Penalty: 5990.863281
	Iteration 18Q: 3 clusters Score -2.073437e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 174531 members 
Entering Unmasked Estep 
Score: -20734510.000000 Penalty: 5990.863281
	Iteration 19Q: 3 clusters Score -2.073451e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 174798 members 
Entering Unmasked Estep 
Score: -20734680.000000 Penalty: 5990.863281
	Iteration 20F: 3 clusters Score -2.073468e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 174973 members 
Entering Unmasked Estep 
Score: -20734752.000000 Penalty: 5990.863281
	Iteration 21Q: 3 clusters Score -2.073475e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 175093 members 
Entering Unmasked Estep 
Score: -20734822.000000 Penalty: 5990.863281
	Iteration 22Q: 3 clusters Score -2.073482e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 175184 members 
Entering Unmasked Estep 
Score: -20734882.000000 Penalty: 5990.863281
	Iteration 23Q: 3 clusters Score -2.073488e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 175241 members 
Entering Unmasked Estep 
Score: -20734928.000000 Penalty: 5990.863281
	Iteration 24Q: 3 clusters Score -2.073493e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 175282 members 
Entering Unmasked Estep 
Score: -20734980.000000 Penalty: 5990.863281
	Iteration 25Q: 3 clusters Score -2.073498e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 175310 members 
Entering Unmasked Estep 
Score: -20734996.000000 Penalty: 5990.863281
	Iteration 26Q: 3 clusters Score -2.0735e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 175336 members 
Entering Unmasked Estep 
Score: -20735022.000000 Penalty: 5990.863281
	Iteration 27Q: 3 clusters Score -2.073502e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 175352 members 
Entering Unmasked Estep 
Score: -20735020.000000 Penalty: 5990.863281
	Iteration 28Q: 3 clusters Score -2.073502e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 175367 members 
Entering Unmasked Estep 
Score: -20735040.000000 Penalty: 5990.863281
	Iteration 29Q: 3 clusters Score -2.073504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 175378 members 
Entering Unmasked Estep 
Score: -20735030.000000 Penalty: 5990.863281
	Iteration 30Q: 3 clusters Score -2.073503e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 175383 members 
Entering Unmasked Estep 
Score: -20735056.000000 Penalty: 5990.863281
	Iteration 31Q: 3 clusters Score -2.073506e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 175389 members 
Entering Unmasked Estep 
Score: -20735060.000000 Penalty: 5990.863281
	Iteration 32Q: 3 clusters Score -2.073506e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 175392 members 
Entering Unmasked Estep 
Score: -20735068.000000 Penalty: 5990.863281
	Iteration 33Q: 3 clusters Score -2.073507e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 175395 members 
Entering Unmasked Estep 
Score: -20735066.000000 Penalty: 5990.863281
	Iteration 34Q: 3 clusters Score -2.073507e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 175397 members 
Entering Unmasked Estep 
Score: -20735064.000000 Penalty: 5990.863281
	Iteration 35Q: 3 clusters Score -2.073506e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 175398 members 
Entering Unmasked Estep 
Score: -20735058.000000 Penalty: 5990.863281
	Iteration 36Q: 3 clusters Score -2.073506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 175398 members 
Entering Unmasked Estep 
Score: -20735058.000000 Penalty: 5990.863281
	Iteration 37F: 3 clusters Score -2.073506e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 91184 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 25631 members 
Mstep: Class 5 contains 169174 members 
Mstep: Class 6 contains 4785 members 
Mstep: Class 7 contains 925 members 
Mstep: Class 8 contains 24061 members 
Mstep: Class 9 contains 18079 members 
Mstep: Class 10 contains 1847 members 
Mstep: Class 12 contains 11875 members 
Mstep: Class 13 contains 202649 members 
Mstep: Class 14 contains 9038 members 
Mstep: Class 15 contains 3654 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 9660 members 
Mstep: Class 18 contains 4428 members 
Mstep: Class 19 contains 18777 members 
Mstep: Class 20 contains 10216 members 
Mstep: Class 21 contains 14624 members 
Mstep: Class 22 contains 2174 members 
Mstep: Class 23 contains 67927 members 
Mstep: Class 24 contains 18724 members 
Mstep: Class 25 contains 11077 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 740 members 
Mstep: Class 28 contains 192268 members 
Mstep: Class 29 contains 176020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452832.000000 Penalty: 108902.257812
Iteration 119Q: 32 clusters Score -1.614528e+08 nChanged 4764
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21784 members 
Mstep: Class 2 contains 91490 members 
Mstep: Class 3 contains 1681 members 
Mstep: Class 4 contains 25626 members 
Mstep: Class 5 contains 169658 members 
Mstep: Class 6 contains 5319 members 
Mstep: Class 7 contains 980 members 
Mstep: Class 8 contains 24070 members 
Mstep: Class 9 contains 18085 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 296450 members 
Mstep: Class 12 contains 11874 members 
Mstep: Class 13 contains 202643 members 
Mstep: Class 14 contains 9034 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 1185 members 
Mstep: Class 17 contains 9668 members 
Mstep: Class 18 contains 4468 members 
Mstep: Class 19 contains 18781 members 
Mstep: Class 20 contains 10205 members 
Mstep: Class 21 contains 14644 members 
Mstep: Class 22 contains 2175 members 
Mstep: Class 23 contains 67989 members 
Mstep: Class 24 contains 18714 members 
Mstep: Class 25 contains 11082 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 738 members 
Mstep: Class 28 contains 192335 members 
Mstep: Class 29 contains 175971 members 
Mstep: Class 30 contains 5046 members 
Mstep: Class 31 contains 963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454992.000000 Penalty: 108902.257812
Iteration 120F: 32 clusters Score -1.61455e+08 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 91191 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 25602 members 
Mstep: Class 5 contains 169337 members 
Mstep: Class 6 contains 5677 members 
Mstep: Class 7 contains 1014 members 
Mstep: Class 8 contains 23656 members 
Mstep: Class 9 contains 18087 members 
Mstep: Class 10 contains 1850 members 
Mstep: Class 11 contains 299324 members 
Mstep: Class 12 contains 11870 members 
Mstep: Class 13 contains 202156 members 
Mstep: Class 14 contains 9013 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 9680 members 
Mstep: Class 18 contains 4447 members 
Mstep: Class 19 contains 18777 members 
Mstep: Class 20 contains 10196 members 
Mstep: Class 21 contains 14657 members 
Mstep: Class 22 contains 2173 members 
Mstep: Class 23 contains 67880 members 
Mstep: Class 24 contains 18708 members 
Mstep: Class 25 contains 11088 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190976 members 
Mstep: Class 29 contains 175328 members 
Mstep: Class 30 contains 5476 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454112.000000 Penalty: 108902.257812
Iteration 121Q: 32 clusters Score -1.614541e+08 nChanged 5114
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21782 members 
Mstep: Class 2 contains 90927 members 
Mstep: Class 3 contains 1679 members 
Mstep: Class 4 contains 25563 members 
Mstep: Class 5 contains 169305 members 
Mstep: Class 6 contains 5960 members 
Mstep: Class 7 contains 1048 members 
Mstep: Class 8 contains 23488 members 
Mstep: Class 9 contains 18089 members 
Mstep: Class 10 contains 1844 members 
Mstep: Class 11 contains 300981 members 
Mstep: Class 12 contains 11867 members 
Mstep: Class 13 contains 201863 members 
Mstep: Class 14 contains 8932 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 9690 members 
Mstep: Class 18 contains 4472 members 
Mstep: Class 19 contains 18742 members 
Mstep: Class 20 contains 10186 members 
Mstep: Class 21 contains 14658 members 
Mstep: Class 22 contains 2173 members 
Mstep: Class 23 contains 67817 members 
Mstep: Class 24 contains 18676 members 
Mstep: Class 25 contains 11079 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190035 members 
Mstep: Class 29 contains 175015 members 
Mstep: Class 30 contains 5754 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452912.000000 Penalty: 108902.257812
Iteration 122Q: 32 clusters Score -1.614529e+08 nChanged 4001
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21779 members 
Mstep: Class 2 contains 90622 members 
Mstep: Class 3 contains 1677 members 
Mstep: Class 4 contains 25540 members 
Mstep: Class 5 contains 169456 members 
Mstep: Class 6 contains 6240 members 
Mstep: Class 7 contains 1082 members 
Mstep: Class 8 contains 23473 members 
Mstep: Class 9 contains 18099 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 301826 members 
Mstep: Class 12 contains 11869 members 
Mstep: Class 13 contains 201665 members 
Mstep: Class 14 contains 8840 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 1186 members 
Mstep: Class 17 contains 9701 members 
Mstep: Class 18 contains 4482 members 
Mstep: Class 19 contains 18681 members 
Mstep: Class 20 contains 10179 members 
Mstep: Class 21 contains 14668 members 
Mstep: Class 22 contains 2172 members 
Mstep: Class 23 contains 67804 members 
Mstep: Class 24 contains 18630 members 
Mstep: Class 25 contains 11050 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189466 members 
Mstep: Class 29 contains 174823 members 
Mstep: Class 30 contains 5964 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452480.000000 Penalty: 108902.257812
Iteration 123Q: 32 clusters Score -1.614525e+08 nChanged 3611
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 90332 members 
Mstep: Class 3 contains 1676 members 
Mstep: Class 4 contains 25510 members 
Mstep: Class 5 contains 169679 members 
Mstep: Class 6 contains 6471 members 
Mstep: Class 7 contains 1109 members 
Mstep: Class 8 contains 23468 members 
Mstep: Class 9 contains 18101 members 
Mstep: Class 10 contains 1839 members 
Mstep: Class 11 contains 302222 members 
Mstep: Class 12 contains 11869 members 
Mstep: Class 13 contains 201517 members 
Mstep: Class 14 contains 8745 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9711 members 
Mstep: Class 18 contains 4514 members 
Mstep: Class 19 contains 18650 members 
Mstep: Class 20 contains 10164 members 
Mstep: Class 21 contains 14665 members 
Mstep: Class 22 contains 2171 members 
Mstep: Class 23 contains 67806 members 
Mstep: Class 24 contains 18585 members 
Mstep: Class 25 contains 11029 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189128 members 
Mstep: Class 29 contains 174723 members 
Mstep: Class 30 contains 6143 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452448.000000 Penalty: 108902.257812
Iteration 124Q: 32 clusters Score -1.614524e+08 nChanged 3262
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 90039 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 25487 members 
Mstep: Class 5 contains 169943 members 
Mstep: Class 6 contains 6687 members 
Mstep: Class 7 contains 1142 members 
Mstep: Class 8 contains 23519 members 
Mstep: Class 9 contains 18104 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 302429 members 
Mstep: Class 12 contains 11872 members 
Mstep: Class 13 contains 201378 members 
Mstep: Class 14 contains 8648 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9719 members 
Mstep: Class 18 contains 4534 members 
Mstep: Class 19 contains 18602 members 
Mstep: Class 20 contains 10146 members 
Mstep: Class 21 contains 14661 members 
Mstep: Class 22 contains 2170 members 
Mstep: Class 23 contains 67817 members 
Mstep: Class 24 contains 18535 members 
Mstep: Class 25 contains 11000 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 188900 members 
Mstep: Class 29 contains 174680 members 
Mstep: Class 30 contains 6292 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452192.000000 Penalty: 108902.257812
Iteration 125Q: 32 clusters Score -1.614522e+08 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 89752 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 25457 members 
Mstep: Class 5 contains 170179 members 
Mstep: Class 6 contains 6918 members 
Mstep: Class 7 contains 1182 members 
Mstep: Class 8 contains 23581 members 
Mstep: Class 9 contains 18110 members 
Mstep: Class 10 contains 1835 members 
Mstep: Class 11 contains 302483 members 
Mstep: Class 12 contains 11882 members 
Mstep: Class 13 contains 201283 members 
Mstep: Class 14 contains 8559 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9729 members 
Mstep: Class 18 contains 4550 members 
Mstep: Class 19 contains 18562 members 
Mstep: Class 20 contains 10125 members 
Mstep: Class 21 contains 14670 members 
Mstep: Class 22 contains 2168 members 
Mstep: Class 23 contains 67850 members 
Mstep: Class 24 contains 18477 members 
Mstep: Class 25 contains 10981 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 188740 members 
Mstep: Class 29 contains 174653 members 
Mstep: Class 30 contains 6412 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452240.000000 Penalty: 108902.257812
Iteration 126Q: 32 clusters Score -1.614522e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 89462 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 25435 members 
Mstep: Class 5 contains 170391 members 
Mstep: Class 6 contains 7141 members 
Mstep: Class 7 contains 1205 members 
Mstep: Class 8 contains 23645 members 
Mstep: Class 9 contains 18124 members 
Mstep: Class 10 contains 1837 members 
Mstep: Class 11 contains 302508 members 
Mstep: Class 12 contains 11890 members 
Mstep: Class 13 contains 201160 members 
Mstep: Class 14 contains 8475 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9740 members 
Mstep: Class 18 contains 4579 members 
Mstep: Class 19 contains 18515 members 
Mstep: Class 20 contains 10105 members 
Mstep: Class 21 contains 14673 members 
Mstep: Class 22 contains 2166 members 
Mstep: Class 23 contains 67857 members 
Mstep: Class 24 contains 18421 members 
Mstep: Class 25 contains 10958 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 188655 members 
Mstep: Class 29 contains 174664 members 
Mstep: Class 30 contains 6534 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452368.000000 Penalty: 108902.257812
Iteration 127Q: 32 clusters Score -1.614524e+08 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 89178 members 
Mstep: Class 3 contains 1674 members 
Mstep: Class 4 contains 25407 members 
Mstep: Class 5 contains 170556 members 
Mstep: Class 6 contains 7348 members 
Mstep: Class 7 contains 1235 members 
Mstep: Class 8 contains 23702 members 
Mstep: Class 9 contains 18144 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 302525 members 
Mstep: Class 12 contains 11891 members 
Mstep: Class 13 contains 201051 members 
Mstep: Class 14 contains 8413 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9759 members 
Mstep: Class 18 contains 4585 members 
Mstep: Class 19 contains 18465 members 
Mstep: Class 20 contains 10080 members 
Mstep: Class 21 contains 14674 members 
Mstep: Class 22 contains 2165 members 
Mstep: Class 23 contains 67882 members 
Mstep: Class 24 contains 18376 members 
Mstep: Class 25 contains 10932 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 188641 members 
Mstep: Class 29 contains 174631 members 
Mstep: Class 30 contains 6643 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452624.000000 Penalty: 108902.257812
Iteration 128Q: 32 clusters Score -1.614526e+08 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 88944 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 25390 members 
Mstep: Class 5 contains 170688 members 
Mstep: Class 6 contains 7507 members 
Mstep: Class 7 contains 1261 members 
Mstep: Class 8 contains 23765 members 
Mstep: Class 9 contains 18162 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 302532 members 
Mstep: Class 12 contains 11892 members 
Mstep: Class 13 contains 200949 members 
Mstep: Class 14 contains 8351 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9770 members 
Mstep: Class 18 contains 4595 members 
Mstep: Class 19 contains 18417 members 
Mstep: Class 20 contains 10052 members 
Mstep: Class 21 contains 14675 members 
Mstep: Class 22 contains 2164 members 
Mstep: Class 23 contains 67904 members 
Mstep: Class 24 contains 18330 members 
Mstep: Class 25 contains 10900 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 188664 members 
Mstep: Class 29 contains 174610 members 
Mstep: Class 30 contains 6754 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161452640.000000 Penalty: 108902.257812
Iteration 129Q: 32 clusters Score -1.614526e+08 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 88754 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 25375 members 
Mstep: Class 5 contains 170794 members 
Mstep: Class 6 contains 7641 members 
Mstep: Class 7 contains 1279 members 
Mstep: Class 8 contains 23808 members 
Mstep: Class 9 contains 18182 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 302552 members 
Mstep: Class 12 contains 11895 members 
Mstep: Class 13 contains 200837 members 
Mstep: Class 14 contains 8281 members 
Mstep: Class 15 contains 3630 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9781 members 
Mstep: Class 18 contains 4599 members 
Mstep: Class 19 contains 18379 members 
Mstep: Class 20 contains 10003 members 
Mstep: Class 21 contains 14688 members 
Mstep: Class 22 contains 2163 members 
Mstep: Class 23 contains 67922 members 
Mstep: Class 24 contains 18299 members 
Mstep: Class 25 contains 10873 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 188676 members 
Mstep: Class 29 contains 174621 members 
Mstep: Class 30 contains 6866 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453184.000000 Penalty: 108902.257812
Iteration 130Q: 32 clusters Score -1.614532e+08 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 88561 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 25343 members 
Mstep: Class 5 contains 170849 members 
Mstep: Class 6 contains 7764 members 
Mstep: Class 7 contains 1301 members 
Mstep: Class 8 contains 23884 members 
Mstep: Class 9 contains 18197 members 
Mstep: Class 10 contains 1843 members 
Mstep: Class 11 contains 302515 members 
Mstep: Class 12 contains 11900 members 
Mstep: Class 13 contains 200750 members 
Mstep: Class 14 contains 8218 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9791 members 
Mstep: Class 18 contains 4606 members 
Mstep: Class 19 contains 18341 members 
Mstep: Class 20 contains 9967 members 
Mstep: Class 21 contains 14696 members 
Mstep: Class 22 contains 2162 members 
Mstep: Class 23 contains 67945 members 
Mstep: Class 24 contains 18251 members 
Mstep: Class 25 contains 10847 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 188746 members 
Mstep: Class 29 contains 174662 members 
Mstep: Class 30 contains 6952 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453424.000000 Penalty: 108902.257812
Iteration 131Q: 32 clusters Score -1.614534e+08 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21869 members 
Mstep: Class 2 contains 88385 members 
Mstep: Class 3 contains 1671 members 
Mstep: Class 4 contains 25324 members 
Mstep: Class 5 contains 170891 members 
Mstep: Class 6 contains 7887 members 
Mstep: Class 7 contains 1326 members 
Mstep: Class 8 contains 23934 members 
Mstep: Class 9 contains 18216 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 302538 members 
Mstep: Class 12 contains 11911 members 
Mstep: Class 13 contains 200649 members 
Mstep: Class 14 contains 8164 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9802 members 
Mstep: Class 18 contains 4615 members 
Mstep: Class 19 contains 18295 members 
Mstep: Class 20 contains 9928 members 
Mstep: Class 21 contains 14700 members 
Mstep: Class 22 contains 2161 members 
Mstep: Class 23 contains 67956 members 
Mstep: Class 24 contains 18210 members 
Mstep: Class 25 contains 10822 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 188802 members 
Mstep: Class 29 contains 174703 members 
Mstep: Class 30 contains 7036 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453216.000000 Penalty: 108902.257812
Iteration 132Q: 32 clusters Score -1.614532e+08 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 88208 members 
Mstep: Class 3 contains 1672 members 
Mstep: Class 4 contains 25320 members 
Mstep: Class 5 contains 170914 members 
Mstep: Class 6 contains 8005 members 
Mstep: Class 7 contains 1358 members 
Mstep: Class 8 contains 24005 members 
Mstep: Class 9 contains 18216 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 302562 members 
Mstep: Class 12 contains 11915 members 
Mstep: Class 13 contains 200534 members 
Mstep: Class 14 contains 8108 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9812 members 
Mstep: Class 18 contains 4619 members 
Mstep: Class 19 contains 18242 members 
Mstep: Class 20 contains 9882 members 
Mstep: Class 21 contains 14699 members 
Mstep: Class 22 contains 2160 members 
Mstep: Class 23 contains 67966 members 
Mstep: Class 24 contains 18174 members 
Mstep: Class 25 contains 10807 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 188864 members 
Mstep: Class 29 contains 174761 members 
Mstep: Class 30 contains 7111 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453248.000000 Penalty: 108902.257812
Iteration 133Q: 32 clusters Score -1.614532e+08 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21886 members 
Mstep: Class 2 contains 88049 members 
Mstep: Class 3 contains 1673 members 
Mstep: Class 4 contains 25300 members 
Mstep: Class 5 contains 170914 members 
Mstep: Class 6 contains 8116 members 
Mstep: Class 7 contains 1377 members 
Mstep: Class 8 contains 24072 members 
Mstep: Class 9 contains 18225 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 302583 members 
Mstep: Class 12 contains 11912 members 
Mstep: Class 13 contains 200446 members 
Mstep: Class 14 contains 8049 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9821 members 
Mstep: Class 18 contains 4621 members 
Mstep: Class 19 contains 18195 members 
Mstep: Class 20 contains 9848 members 
Mstep: Class 21 contains 14699 members 
Mstep: Class 22 contains 2160 members 
Mstep: Class 23 contains 67967 members 
Mstep: Class 24 contains 18142 members 
Mstep: Class 25 contains 10781 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 188935 members 
Mstep: Class 29 contains 174822 members 
Mstep: Class 30 contains 7203 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453600.000000 Penalty: 108902.257812
Iteration 134Q: 32 clusters Score -1.614536e+08 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21906 members 
Mstep: Class 2 contains 87868 members 
Mstep: Class 3 contains 1670 members 
Mstep: Class 4 contains 25287 members 
Mstep: Class 5 contains 170901 members 
Mstep: Class 6 contains 8250 members 
Mstep: Class 7 contains 1396 members 
Mstep: Class 8 contains 24127 members 
Mstep: Class 9 contains 18233 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 302555 members 
Mstep: Class 12 contains 11908 members 
Mstep: Class 13 contains 200376 members 
Mstep: Class 14 contains 8010 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9828 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 18153 members 
Mstep: Class 20 contains 9814 members 
Mstep: Class 21 contains 14706 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 67967 members 
Mstep: Class 24 contains 18120 members 
Mstep: Class 25 contains 10762 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189022 members 
Mstep: Class 29 contains 174868 members 
Mstep: Class 30 contains 7282 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454032.000000 Penalty: 108902.257812
Iteration 135Q: 32 clusters Score -1.61454e+08 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 87717 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 25285 members 
Mstep: Class 5 contains 170889 members 
Mstep: Class 6 contains 8380 members 
Mstep: Class 7 contains 1419 members 
Mstep: Class 8 contains 24162 members 
Mstep: Class 9 contains 18236 members 
Mstep: Class 10 contains 1841 members 
Mstep: Class 11 contains 302524 members 
Mstep: Class 12 contains 11912 members 
Mstep: Class 13 contains 200303 members 
Mstep: Class 14 contains 7985 members 
Mstep: Class 15 contains 3631 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9833 members 
Mstep: Class 18 contains 4631 members 
Mstep: Class 19 contains 18124 members 
Mstep: Class 20 contains 9768 members 
Mstep: Class 21 contains 14707 members 
Mstep: Class 22 contains 2159 members 
Mstep: Class 23 contains 68000 members 
Mstep: Class 24 contains 18092 members 
Mstep: Class 25 contains 10729 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189127 members 
Mstep: Class 29 contains 174877 members 
Mstep: Class 30 contains 7348 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453712.000000 Penalty: 108902.257812
Iteration 136Q: 32 clusters Score -1.614537e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 87539 members 
Mstep: Class 3 contains 1664 members 
Mstep: Class 4 contains 25280 members 
Mstep: Class 5 contains 170895 members 
Mstep: Class 6 contains 8524 members 
Mstep: Class 7 contains 1447 members 
Mstep: Class 8 contains 24237 members 
Mstep: Class 9 contains 18241 members 
Mstep: Class 10 contains 1842 members 
Mstep: Class 11 contains 302526 members 
Mstep: Class 12 contains 11921 members 
Mstep: Class 13 contains 200203 members 
Mstep: Class 14 contains 7949 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 1187 members 
Mstep: Class 17 contains 9844 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 19 contains 18086 members 
Mstep: Class 20 contains 9724 members 
Mstep: Class 21 contains 14711 members 
Mstep: Class 22 contains 2158 members 
Mstep: Class 23 contains 68020 members 
Mstep: Class 24 contains 18063 members 
Mstep: Class 25 contains 10698 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189231 members 
Mstep: Class 29 contains 174881 members 
Mstep: Class 30 contains 7393 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453824.000000 Penalty: 108902.257812
Iteration 137Q: 32 clusters Score -1.614538e+08 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 87356 members 
Mstep: Class 3 contains 1666 members 
Mstep: Class 4 contains 25273 members 
Mstep: Class 5 contains 170904 members 
Mstep: Class 6 contains 8659 members 
Mstep: Class 7 contains 1482 members 
Mstep: Class 8 contains 24275 members 
Mstep: Class 9 contains 18250 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 302568 members 
Mstep: Class 12 contains 11928 members 
Mstep: Class 13 contains 200148 members 
Mstep: Class 14 contains 7922 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 9853 members 
Mstep: Class 18 contains 4631 members 
Mstep: Class 19 contains 18040 members 
Mstep: Class 20 contains 9682 members 
Mstep: Class 21 contains 14715 members 
Mstep: Class 22 contains 2155 members 
Mstep: Class 23 contains 68037 members 
Mstep: Class 24 contains 18039 members 
Mstep: Class 25 contains 10668 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189319 members 
Mstep: Class 29 contains 174854 members 
Mstep: Class 30 contains 7439 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453536.000000 Penalty: 108902.257812
Iteration 138Q: 32 clusters Score -1.614535e+08 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 87191 members 
Mstep: Class 3 contains 1660 members 
Mstep: Class 4 contains 25281 members 
Mstep: Class 5 contains 170845 members 
Mstep: Class 6 contains 8779 members 
Mstep: Class 7 contains 1518 members 
Mstep: Class 8 contains 24281 members 
Mstep: Class 9 contains 18263 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 302610 members 
Mstep: Class 12 contains 11926 members 
Mstep: Class 13 contains 200113 members 
Mstep: Class 14 contains 7902 members 
Mstep: Class 15 contains 3632 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 9865 members 
Mstep: Class 18 contains 4626 members 
Mstep: Class 19 contains 18020 members 
Mstep: Class 20 contains 9637 members 
Mstep: Class 21 contains 14720 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 68051 members 
Mstep: Class 24 contains 18008 members 
Mstep: Class 25 contains 10648 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189407 members 
Mstep: Class 29 contains 174853 members 
Mstep: Class 30 contains 7498 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453504.000000 Penalty: 108902.257812
Iteration 139Q: 32 clusters Score -1.614535e+08 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 87065 members 
Mstep: Class 3 contains 1659 members 
Mstep: Class 4 contains 25280 members 
Mstep: Class 5 contains 170804 members 
Mstep: Class 6 contains 8878 members 
Mstep: Class 7 contains 1546 members 
Mstep: Class 8 contains 24298 members 
Mstep: Class 9 contains 18278 members 
Mstep: Class 10 contains 1839 members 
Mstep: Class 11 contains 302655 members 
Mstep: Class 12 contains 11932 members 
Mstep: Class 13 contains 200074 members 
Mstep: Class 14 contains 7879 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 9874 members 
Mstep: Class 18 contains 4625 members 
Mstep: Class 19 contains 17998 members 
Mstep: Class 20 contains 9600 members 
Mstep: Class 21 contains 14729 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 68067 members 
Mstep: Class 24 contains 17979 members 
Mstep: Class 25 contains 10617 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189472 members 
Mstep: Class 29 contains 174837 members 
Mstep: Class 30 contains 7556 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453392.000000 Penalty: 108902.257812
Iteration 140F: 32 clusters Score -1.614534e+08 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 86919 members 
Mstep: Class 3 contains 1657 members 
Mstep: Class 4 contains 25280 members 
Mstep: Class 5 contains 170746 members 
Mstep: Class 6 contains 9004 members 
Mstep: Class 7 contains 1579 members 
Mstep: Class 8 contains 24321 members 
Mstep: Class 9 contains 18296 members 
Mstep: Class 10 contains 1838 members 
Mstep: Class 11 contains 302700 members 
Mstep: Class 12 contains 11925 members 
Mstep: Class 13 contains 200015 members 
Mstep: Class 14 contains 7863 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 9887 members 
Mstep: Class 18 contains 4632 members 
Mstep: Class 19 contains 17975 members 
Mstep: Class 20 contains 9567 members 
Mstep: Class 21 contains 14723 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 68085 members 
Mstep: Class 24 contains 17948 members 
Mstep: Class 25 contains 10588 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189580 members 
Mstep: Class 29 contains 174819 members 
Mstep: Class 30 contains 7591 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453312.000000 Penalty: 108902.257812
Iteration 141Q: 32 clusters Score -1.614533e+08 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 86794 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 25274 members 
Mstep: Class 5 contains 170729 members 
Mstep: Class 6 contains 9125 members 
Mstep: Class 7 contains 1601 members 
Mstep: Class 8 contains 24339 members 
Mstep: Class 9 contains 18327 members 
Mstep: Class 10 contains 1840 members 
Mstep: Class 11 contains 302670 members 
Mstep: Class 12 contains 11922 members 
Mstep: Class 13 contains 199987 members 
Mstep: Class 14 contains 7829 members 
Mstep: Class 15 contains 3633 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 9899 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 17958 members 
Mstep: Class 20 contains 9527 members 
Mstep: Class 21 contains 14719 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68087 members 
Mstep: Class 24 contains 17910 members 
Mstep: Class 25 contains 10560 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189671 members 
Mstep: Class 29 contains 174826 members 
Mstep: Class 30 contains 7643 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453696.000000 Penalty: 108902.257812
Iteration 142Q: 32 clusters Score -1.614537e+08 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21969 members 
Mstep: Class 2 contains 86661 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 25273 members 
Mstep: Class 5 contains 170693 members 
Mstep: Class 6 contains 9259 members 
Mstep: Class 7 contains 1628 members 
Mstep: Class 8 contains 24350 members 
Mstep: Class 9 contains 18350 members 
Mstep: Class 10 contains 1839 members 
Mstep: Class 11 contains 302612 members 
Mstep: Class 12 contains 11924 members 
Mstep: Class 13 contains 199954 members 
Mstep: Class 14 contains 7802 members 
Mstep: Class 15 contains 3634 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 9916 members 
Mstep: Class 18 contains 4629 members 
Mstep: Class 19 contains 17933 members 
Mstep: Class 20 contains 9490 members 
Mstep: Class 21 contains 14718 members 
Mstep: Class 22 contains 2151 members 
Mstep: Class 23 contains 68095 members 
Mstep: Class 24 contains 17876 members 
Mstep: Class 25 contains 10547 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189762 members 
Mstep: Class 29 contains 174854 members 
Mstep: Class 30 contains 7699 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453408.000000 Penalty: 108902.257812
Iteration 143Q: 32 clusters Score -1.614534e+08 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21970 members 
Mstep: Class 2 contains 86537 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 25268 members 
Mstep: Class 5 contains 170626 members 
Mstep: Class 6 contains 9370 members 
Mstep: Class 7 contains 1653 members 
Mstep: Class 8 contains 24380 members 
Mstep: Class 9 contains 18374 members 
Mstep: Class 10 contains 1838 members 
Mstep: Class 11 contains 302596 members 
Mstep: Class 12 contains 11922 members 
Mstep: Class 13 contains 199944 members 
Mstep: Class 14 contains 7785 members 
Mstep: Class 15 contains 3635 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 9934 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 19 contains 17903 members 
Mstep: Class 20 contains 9458 members 
Mstep: Class 21 contains 14717 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68106 members 
Mstep: Class 24 contains 17837 members 
Mstep: Class 25 contains 10529 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189833 members 
Mstep: Class 29 contains 174882 members 
Mstep: Class 30 contains 7749 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453408.000000 Penalty: 108902.257812
Iteration 144Q: 32 clusters Score -1.614534e+08 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 86417 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 25252 members 
Mstep: Class 5 contains 170568 members 
Mstep: Class 6 contains 9460 members 
Mstep: Class 7 contains 1669 members 
Mstep: Class 8 contains 24401 members 
Mstep: Class 9 contains 18391 members 
Mstep: Class 10 contains 1837 members 
Mstep: Class 11 contains 302578 members 
Mstep: Class 12 contains 11926 members 
Mstep: Class 13 contains 199924 members 
Mstep: Class 14 contains 7772 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 9952 members 
Mstep: Class 18 contains 4626 members 
Mstep: Class 19 contains 17882 members 
Mstep: Class 20 contains 9435 members 
Mstep: Class 21 contains 14714 members 
Mstep: Class 22 contains 2149 members 
Mstep: Class 23 contains 68114 members 
Mstep: Class 24 contains 17795 members 
Mstep: Class 25 contains 10512 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 189935 members 
Mstep: Class 29 contains 174908 members 
Mstep: Class 30 contains 7796 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453072.000000 Penalty: 108902.257812
Iteration 145Q: 32 clusters Score -1.614531e+08 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 86298 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 25248 members 
Mstep: Class 5 contains 170519 members 
Mstep: Class 6 contains 9562 members 
Mstep: Class 7 contains 1679 members 
Mstep: Class 8 contains 24434 members 
Mstep: Class 9 contains 18406 members 
Mstep: Class 10 contains 1835 members 
Mstep: Class 11 contains 302542 members 
Mstep: Class 12 contains 11923 members 
Mstep: Class 13 contains 199915 members 
Mstep: Class 14 contains 7763 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 9967 members 
Mstep: Class 18 contains 4626 members 
Mstep: Class 19 contains 17864 members 
Mstep: Class 20 contains 9412 members 
Mstep: Class 21 contains 14714 members 
Mstep: Class 22 contains 2149 members 
Mstep: Class 23 contains 68117 members 
Mstep: Class 24 contains 17753 members 
Mstep: Class 25 contains 10498 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190018 members 
Mstep: Class 29 contains 174913 members 
Mstep: Class 30 contains 7836 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453264.000000 Penalty: 108902.257812
Iteration 146Q: 32 clusters Score -1.614533e+08 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22005 members 
Mstep: Class 2 contains 86176 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 25250 members 
Mstep: Class 5 contains 170452 members 
Mstep: Class 6 contains 9667 members 
Mstep: Class 7 contains 1693 members 
Mstep: Class 8 contains 24456 members 
Mstep: Class 9 contains 18422 members 
Mstep: Class 10 contains 1835 members 
Mstep: Class 11 contains 302515 members 
Mstep: Class 12 contains 11918 members 
Mstep: Class 13 contains 199916 members 
Mstep: Class 14 contains 7758 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 9974 members 
Mstep: Class 18 contains 4623 members 
Mstep: Class 19 contains 17849 members 
Mstep: Class 20 contains 9388 members 
Mstep: Class 21 contains 14712 members 
Mstep: Class 22 contains 2149 members 
Mstep: Class 23 contains 68114 members 
Mstep: Class 24 contains 17715 members 
Mstep: Class 25 contains 10483 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190108 members 
Mstep: Class 29 contains 174937 members 
Mstep: Class 30 contains 7870 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453024.000000 Penalty: 108902.257812
Iteration 147Q: 32 clusters Score -1.61453e+08 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22009 members 
Mstep: Class 2 contains 86050 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 25239 members 
Mstep: Class 5 contains 170382 members 
Mstep: Class 6 contains 9761 members 
Mstep: Class 7 contains 1700 members 
Mstep: Class 8 contains 24477 members 
Mstep: Class 9 contains 18447 members 
Mstep: Class 10 contains 1836 members 
Mstep: Class 11 contains 302536 members 
Mstep: Class 12 contains 11918 members 
Mstep: Class 13 contains 199910 members 
Mstep: Class 14 contains 7751 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 9984 members 
Mstep: Class 18 contains 4627 members 
Mstep: Class 19 contains 17832 members 
Mstep: Class 20 contains 9361 members 
Mstep: Class 21 contains 14712 members 
Mstep: Class 22 contains 2149 members 
Mstep: Class 23 contains 68125 members 
Mstep: Class 24 contains 17682 members 
Mstep: Class 25 contains 10471 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190182 members 
Mstep: Class 29 contains 174942 members 
Mstep: Class 30 contains 7900 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453760.000000 Penalty: 108902.257812
Iteration 148Q: 32 clusters Score -1.614538e+08 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22014 members 
Mstep: Class 2 contains 85889 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 25234 members 
Mstep: Class 5 contains 170304 members 
Mstep: Class 6 contains 9891 members 
Mstep: Class 7 contains 1711 members 
Mstep: Class 8 contains 24479 members 
Mstep: Class 9 contains 18467 members 
Mstep: Class 10 contains 1833 members 
Mstep: Class 11 contains 302564 members 
Mstep: Class 12 contains 11921 members 
Mstep: Class 13 contains 199905 members 
Mstep: Class 14 contains 7745 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 9989 members 
Mstep: Class 18 contains 4633 members 
Mstep: Class 19 contains 17813 members 
Mstep: Class 20 contains 9340 members 
Mstep: Class 21 contains 14714 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68138 members 
Mstep: Class 24 contains 17655 members 
Mstep: Class 25 contains 10460 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190262 members 
Mstep: Class 29 contains 174944 members 
Mstep: Class 30 contains 7928 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453904.000000 Penalty: 108902.257812
Iteration 149Q: 32 clusters Score -1.614539e+08 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 85765 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 25225 members 
Mstep: Class 5 contains 170235 members 
Mstep: Class 6 contains 10003 members 
Mstep: Class 7 contains 1717 members 
Mstep: Class 8 contains 24493 members 
Mstep: Class 9 contains 18483 members 
Mstep: Class 10 contains 1831 members 
Mstep: Class 11 contains 302550 members 
Mstep: Class 12 contains 11920 members 
Mstep: Class 13 contains 199914 members 
Mstep: Class 14 contains 7731 members 
Mstep: Class 15 contains 3636 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 9992 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17793 members 
Mstep: Class 20 contains 9320 members 
Mstep: Class 21 contains 14715 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68162 members 
Mstep: Class 24 contains 17634 members 
Mstep: Class 25 contains 10456 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190355 members 
Mstep: Class 29 contains 174913 members 
Mstep: Class 30 contains 7955 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453856.000000 Penalty: 108902.257812
Iteration 150Q: 32 clusters Score -1.614539e+08 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 85623 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 25217 members 
Mstep: Class 5 contains 170187 members 
Mstep: Class 6 contains 10114 members 
Mstep: Class 7 contains 1722 members 
Mstep: Class 8 contains 24512 members 
Mstep: Class 9 contains 18504 members 
Mstep: Class 10 contains 1829 members 
Mstep: Class 11 contains 302542 members 
Mstep: Class 12 contains 11919 members 
Mstep: Class 13 contains 199927 members 
Mstep: Class 14 contains 7729 members 
Mstep: Class 15 contains 3637 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 9995 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17776 members 
Mstep: Class 20 contains 9299 members 
Mstep: Class 21 contains 14720 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68176 members 
Mstep: Class 24 contains 17601 members 
Mstep: Class 25 contains 10448 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190431 members 
Mstep: Class 29 contains 174892 members 
Mstep: Class 30 contains 7988 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453808.000000 Penalty: 108902.257812
Iteration 151Q: 32 clusters Score -1.614538e+08 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 85485 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 25210 members 
Mstep: Class 5 contains 170131 members 
Mstep: Class 6 contains 10235 members 
Mstep: Class 7 contains 1730 members 
Mstep: Class 8 contains 24519 members 
Mstep: Class 9 contains 18520 members 
Mstep: Class 10 contains 1830 members 
Mstep: Class 11 contains 302544 members 
Mstep: Class 12 contains 11917 members 
Mstep: Class 13 contains 199942 members 
Mstep: Class 14 contains 7725 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10005 members 
Mstep: Class 18 contains 4643 members 
Mstep: Class 19 contains 17767 members 
Mstep: Class 20 contains 9274 members 
Mstep: Class 21 contains 14727 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68201 members 
Mstep: Class 24 contains 17570 members 
Mstep: Class 25 contains 10437 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190484 members 
Mstep: Class 29 contains 174869 members 
Mstep: Class 30 contains 8017 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453840.000000 Penalty: 108902.257812
Iteration 152Q: 32 clusters Score -1.614538e+08 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 85339 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 25207 members 
Mstep: Class 5 contains 170089 members 
Mstep: Class 6 contains 10371 members 
Mstep: Class 7 contains 1740 members 
Mstep: Class 8 contains 24536 members 
Mstep: Class 9 contains 18528 members 
Mstep: Class 10 contains 1827 members 
Mstep: Class 11 contains 302541 members 
Mstep: Class 12 contains 11917 members 
Mstep: Class 13 contains 199953 members 
Mstep: Class 14 contains 7718 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10010 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17756 members 
Mstep: Class 20 contains 9248 members 
Mstep: Class 21 contains 14730 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68224 members 
Mstep: Class 24 contains 17548 members 
Mstep: Class 25 contains 10423 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190527 members 
Mstep: Class 29 contains 174852 members 
Mstep: Class 30 contains 8044 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453984.000000 Penalty: 108902.257812
Iteration 153Q: 32 clusters Score -1.61454e+08 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 85201 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 25202 members 
Mstep: Class 5 contains 170054 members 
Mstep: Class 6 contains 10495 members 
Mstep: Class 7 contains 1746 members 
Mstep: Class 8 contains 24542 members 
Mstep: Class 9 contains 18538 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 302514 members 
Mstep: Class 12 contains 11922 members 
Mstep: Class 13 contains 199958 members 
Mstep: Class 14 contains 7716 members 
Mstep: Class 15 contains 3638 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10014 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17746 members 
Mstep: Class 20 contains 9223 members 
Mstep: Class 21 contains 14727 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68250 members 
Mstep: Class 24 contains 17528 members 
Mstep: Class 25 contains 10411 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190617 members 
Mstep: Class 29 contains 174819 members 
Mstep: Class 30 contains 8067 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454256.000000 Penalty: 108902.257812
Iteration 154Q: 32 clusters Score -1.614543e+08 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 85073 members 
Mstep: Class 3 contains 1647 members 
Mstep: Class 4 contains 25197 members 
Mstep: Class 5 contains 170017 members 
Mstep: Class 6 contains 10608 members 
Mstep: Class 7 contains 1747 members 
Mstep: Class 8 contains 24554 members 
Mstep: Class 9 contains 18550 members 
Mstep: Class 10 contains 1824 members 
Mstep: Class 11 contains 302500 members 
Mstep: Class 12 contains 11920 members 
Mstep: Class 13 contains 199973 members 
Mstep: Class 14 contains 7712 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10019 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 9188 members 
Mstep: Class 21 contains 14726 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68268 members 
Mstep: Class 24 contains 17501 members 
Mstep: Class 25 contains 10405 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190706 members 
Mstep: Class 29 contains 174778 members 
Mstep: Class 30 contains 8085 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454192.000000 Penalty: 108902.257812
Iteration 155Q: 32 clusters Score -1.614542e+08 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 84950 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 25189 members 
Mstep: Class 5 contains 169966 members 
Mstep: Class 6 contains 10715 members 
Mstep: Class 7 contains 1750 members 
Mstep: Class 8 contains 24563 members 
Mstep: Class 9 contains 18563 members 
Mstep: Class 10 contains 1823 members 
Mstep: Class 11 contains 302470 members 
Mstep: Class 12 contains 11922 members 
Mstep: Class 13 contains 199976 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 15 contains 3642 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10023 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17743 members 
Mstep: Class 20 contains 9162 members 
Mstep: Class 21 contains 14728 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68285 members 
Mstep: Class 24 contains 17479 members 
Mstep: Class 25 contains 10400 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190802 members 
Mstep: Class 29 contains 174762 members 
Mstep: Class 30 contains 8104 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454192.000000 Penalty: 108902.257812
Iteration 156Q: 32 clusters Score -1.614542e+08 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 84811 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 25181 members 
Mstep: Class 5 contains 169908 members 
Mstep: Class 6 contains 10834 members 
Mstep: Class 7 contains 1756 members 
Mstep: Class 8 contains 24557 members 
Mstep: Class 9 contains 18569 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 302466 members 
Mstep: Class 12 contains 11924 members 
Mstep: Class 13 contains 199972 members 
Mstep: Class 14 contains 7709 members 
Mstep: Class 15 contains 3643 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10024 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17737 members 
Mstep: Class 20 contains 9143 members 
Mstep: Class 21 contains 14732 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68304 members 
Mstep: Class 24 contains 17466 members 
Mstep: Class 25 contains 10400 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190891 members 
Mstep: Class 29 contains 174742 members 
Mstep: Class 30 contains 8120 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454368.000000 Penalty: 108902.257812
Iteration 157Q: 32 clusters Score -1.614544e+08 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22125 members 
Mstep: Class 2 contains 84662 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 25184 members 
Mstep: Class 5 contains 169863 members 
Mstep: Class 6 contains 10971 members 
Mstep: Class 7 contains 1759 members 
Mstep: Class 8 contains 24556 members 
Mstep: Class 9 contains 18575 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 302467 members 
Mstep: Class 12 contains 11929 members 
Mstep: Class 13 contains 199981 members 
Mstep: Class 14 contains 7708 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10027 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17727 members 
Mstep: Class 20 contains 9124 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68321 members 
Mstep: Class 24 contains 17457 members 
Mstep: Class 25 contains 10398 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 190950 members 
Mstep: Class 29 contains 174720 members 
Mstep: Class 30 contains 8131 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454352.000000 Penalty: 108902.257812
Iteration 158Q: 32 clusters Score -1.614544e+08 nChanged 701
Entering ConstructFrom: 
Score: -161454352.000000 Penalty: 108902.257812
Entering ConstructFrom: 
Trying to split cluster 1 (22133 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22133 members 
Entering Unmasked Estep 
Score: -2652429.000000 Penalty: 2481.196533
	Iteration 0F: 2 clusters Score -2652429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 11111 members 
Entering Unmasked Estep 
Score: -2636956.250000 Penalty: 4962.393066
	Iteration 0F: 3 clusters Score -2636956 nChanged 9845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Mstep: Class 2 contains 11350 members 
Entering Unmasked Estep 
Score: -2642610.500000 Penalty: 4962.393066
	Iteration 1F: 3 clusters Score -2642610 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2643223.750000 Penalty: 4962.393066
	Iteration 2F: 3 clusters Score -2643224 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2643763.000000 Penalty: 4962.393066
	Iteration 3F: 3 clusters Score -2643763 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -2644238.750000 Penalty: 4962.393066
	Iteration 4Q: 3 clusters Score -2644239 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -2644726.250000 Penalty: 4962.393066
	Iteration 5Q: 3 clusters Score -2644726 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2645264.000000 Penalty: 4962.393066
	Iteration 6Q: 3 clusters Score -2645264 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 10157 members 
Entering Unmasked Estep 
Score: -2645959.500000 Penalty: 4962.393066
	Iteration 7F: 3 clusters Score -2645960 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12459 members 
Mstep: Class 2 contains 9674 members 
Entering Unmasked Estep 
Score: -2646749.750000 Penalty: 4962.393066
	Iteration 8F: 3 clusters Score -2646750 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -2647532.250000 Penalty: 4962.393066
	Iteration 9F: 3 clusters Score -2647532 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 8644 members 
Entering Unmasked Estep 
Score: -2648164.750000 Penalty: 4962.393066
	Iteration 10Q: 3 clusters Score -2648165 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -2648539.750000 Penalty: 4962.393066
	Iteration 11Q: 3 clusters Score -2648540 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14274 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -2648737.250000 Penalty: 4962.393066
	Iteration 12Q: 3 clusters Score -2648737 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2648858.750000 Penalty: 4962.393066
	Iteration 13Q: 3 clusters Score -2648859 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -2648963.500000 Penalty: 4962.393066
	Iteration 14Q: 3 clusters Score -2648964 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -2649045.500000 Penalty: 4962.393066
	Iteration 15Q: 3 clusters Score -2649046 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -2649135.000000 Penalty: 4962.393066
	Iteration 16Q: 3 clusters Score -2649135 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -2649198.000000 Penalty: 4962.393066
	Iteration 17Q: 3 clusters Score -2649198 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15756 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -2649256.750000 Penalty: 4962.393066
	Iteration 18Q: 3 clusters Score -2649257 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2649316.750000 Penalty: 4962.393066
	Iteration 19Q: 3 clusters Score -2649317 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -2649373.750000 Penalty: 4962.393066
	Iteration 20F: 3 clusters Score -2649374 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16343 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -2649427.500000 Penalty: 4962.393066
	Iteration 21Q: 3 clusters Score -2649428 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16515 members 
Mstep: Class 2 contains 5618 members 
Entering Unmasked Estep 
Score: -2649463.000000 Penalty: 4962.393066
	Iteration 22Q: 3 clusters Score -2649463 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -2649520.500000 Penalty: 4962.393066
	Iteration 23Q: 3 clusters Score -2649520 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -2649561.250000 Penalty: 4962.393066
	Iteration 24Q: 3 clusters Score -2649561 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2649602.500000 Penalty: 4962.393066
	Iteration 25Q: 3 clusters Score -2649602 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -2649637.750000 Penalty: 4962.393066
	Iteration 26Q: 3 clusters Score -2649638 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -2649686.250000 Penalty: 4962.393066
	Iteration 27Q: 3 clusters Score -2649686 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17379 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -2649719.750000 Penalty: 4962.393066
	Iteration 28Q: 3 clusters Score -2649720 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -2649755.750000 Penalty: 4962.393066
	Iteration 29Q: 3 clusters Score -2649756 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17613 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -2649775.250000 Penalty: 4962.393066
	Iteration 30Q: 3 clusters Score -2649775 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -2649793.250000 Penalty: 4962.393066
	Iteration 31Q: 3 clusters Score -2649793 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17814 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -2649830.250000 Penalty: 4962.393066
	Iteration 32Q: 3 clusters Score -2649830 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -2649838.000000 Penalty: 4962.393066
	Iteration 33Q: 3 clusters Score -2649838 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -2649873.500000 Penalty: 4962.393066
	Iteration 34Q: 3 clusters Score -2649874 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2649914.250000 Penalty: 4962.393066
	Iteration 35Q: 3 clusters Score -2649914 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -2649951.250000 Penalty: 4962.393066
	Iteration 36Q: 3 clusters Score -2649951 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -2649981.500000 Penalty: 4962.393066
	Iteration 37Q: 3 clusters Score -2649982 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18475 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -2650008.000000 Penalty: 4962.393066
	Iteration 38Q: 3 clusters Score -2650008 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -2650036.000000 Penalty: 4962.393066
	Iteration 39Q: 3 clusters Score -2650036 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18681 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -2650064.750000 Penalty: 4962.393066
	Iteration 40F: 3 clusters Score -2650065 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18783 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -2650102.250000 Penalty: 4962.393066
	Iteration 41Q: 3 clusters Score -2650102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18875 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -2650128.250000 Penalty: 4962.393066
	Iteration 42Q: 3 clusters Score -2650128 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2650155.500000 Penalty: 4962.393066
	Iteration 43Q: 3 clusters Score -2650156 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -2650179.250000 Penalty: 4962.393066
	Iteration 44Q: 3 clusters Score -2650179 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2650184.500000 Penalty: 4962.393066
	Iteration 45Q: 3 clusters Score -2650184 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19183 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -2650204.000000 Penalty: 4962.393066
	Iteration 46Q: 3 clusters Score -2650204 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -2650214.250000 Penalty: 4962.393066
	Iteration 47Q: 3 clusters Score -2650214 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2650230.250000 Penalty: 4962.393066
	Iteration 48Q: 3 clusters Score -2650230 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19334 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -2650241.500000 Penalty: 4962.393066
	Iteration 49Q: 3 clusters Score -2650242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -2650270.750000 Penalty: 4962.393066
	Iteration 50Q: 3 clusters Score -2650271 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19437 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2650283.250000 Penalty: 4962.393066
	Iteration 51Q: 3 clusters Score -2650283 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19484 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2650303.500000 Penalty: 4962.393066
	Iteration 52Q: 3 clusters Score -2650304 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -2650313.750000 Penalty: 4962.393066
	Iteration 53Q: 3 clusters Score -2650314 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -2650322.250000 Penalty: 4962.393066
	Iteration 54Q: 3 clusters Score -2650322 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19617 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2650333.000000 Penalty: 4962.393066
	Iteration 55Q: 3 clusters Score -2650333 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 2478 members 
Entering Unmasked Estep 
Score: -2650332.500000 Penalty: 4962.393066
	Iteration 56Q: 3 clusters Score -2650332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19689 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -2650339.250000 Penalty: 4962.393066
	Iteration 57Q: 3 clusters Score -2650339 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -2650349.750000 Penalty: 4962.393066
	Iteration 58Q: 3 clusters Score -2650350 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19741 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -2650353.750000 Penalty: 4962.393066
	Iteration 59Q: 3 clusters Score -2650354 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -2650364.250000 Penalty: 4962.393066
	Iteration 60F: 3 clusters Score -2650364 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2650372.500000 Penalty: 4962.393066
	Iteration 61Q: 3 clusters Score -2650372 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -2650370.250000 Penalty: 4962.393066
	Iteration 62Q: 3 clusters Score -2650370 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -2650371.250000 Penalty: 4962.393066
	Iteration 63Q: 3 clusters Score -2650371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19855 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2650372.500000 Penalty: 4962.393066
	Iteration 64Q: 3 clusters Score -2650372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -2650383.750000 Penalty: 4962.393066
	Iteration 65Q: 3 clusters Score -2650384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2650381.750000 Penalty: 4962.393066
	Iteration 66Q: 3 clusters Score -2650382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -2650385.750000 Penalty: 4962.393066
	Iteration 67Q: 3 clusters Score -2650386 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19918 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -2650389.750000 Penalty: 4962.393066
	Iteration 68Q: 3 clusters Score -2650390 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -2650389.500000 Penalty: 4962.393066
	Iteration 69Q: 3 clusters Score -2650390 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19946 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -2650395.750000 Penalty: 4962.393066
	Iteration 70Q: 3 clusters Score -2650396 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19957 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2650395.250000 Penalty: 4962.393066
	Iteration 71Q: 3 clusters Score -2650395 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19970 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -2650398.250000 Penalty: 4962.393066
	Iteration 72Q: 3 clusters Score -2650398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -2650401.250000 Penalty: 4962.393066
	Iteration 73Q: 3 clusters Score -2650401 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -2650405.250000 Penalty: 4962.393066
	Iteration 74Q: 3 clusters Score -2650405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -2650404.500000 Penalty: 4962.393066
	Iteration 75Q: 3 clusters Score -2650404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2650406.000000 Penalty: 4962.393066
	Iteration 76Q: 3 clusters Score -2650406 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20022 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -2650407.000000 Penalty: 4962.393066
	Iteration 77Q: 3 clusters Score -2650407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20033 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -2650414.500000 Penalty: 4962.393066
	Iteration 78Q: 3 clusters Score -2650414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20038 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -2650417.000000 Penalty: 4962.393066
	Iteration 79Q: 3 clusters Score -2650417 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -2650413.750000 Penalty: 4962.393066
	Iteration 80F: 3 clusters Score -2650414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2650415.750000 Penalty: 4962.393066
	Iteration 81Q: 3 clusters Score -2650416 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20046 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -2650411.750000 Penalty: 4962.393066
	Iteration 82Q: 3 clusters Score -2650412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -2650413.250000 Penalty: 4962.393066
	Iteration 83Q: 3 clusters Score -2650413 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -2650415.000000 Penalty: 4962.393066
	Iteration 84Q: 3 clusters Score -2650415 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20056 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -2650417.000000 Penalty: 4962.393066
	Iteration 85Q: 3 clusters Score -2650417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20059 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -2650419.000000 Penalty: 4962.393066
	Iteration 86Q: 3 clusters Score -2650419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20060 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -2650415.500000 Penalty: 4962.393066
	Iteration 87Q: 3 clusters Score -2650416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2650416.000000 Penalty: 4962.393066
	Iteration 88Q: 3 clusters Score -2650416 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -2650416.000000 Penalty: 4962.393066
	Iteration 89F: 3 clusters Score -2650416 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (84506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84506 members 
Entering Unmasked Estep 
Score: -9674203.000000 Penalty: 2813.455322
	Iteration 0F: 2 clusters Score -9674203 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42265 members 
Mstep: Class 2 contains 42241 members 
Entering Unmasked Estep 
Score: -9617510.000000 Penalty: 5626.910645
	Iteration 0F: 3 clusters Score -9617510 nChanged 39942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43561 members 
Mstep: Class 2 contains 40945 members 
Entering Unmasked Estep 
Score: -9640261.000000 Penalty: 5626.910645
	Iteration 1F: 3 clusters Score -9640261 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 40186 members 
Entering Unmasked Estep 
Score: -9641101.000000 Penalty: 5626.910645
	Iteration 2Q: 3 clusters Score -9641101 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45408 members 
Mstep: Class 2 contains 39098 members 
Entering Unmasked Estep 
Score: -9641983.000000 Penalty: 5626.910645
	Iteration 3Q: 3 clusters Score -9641983 nChanged 3535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47013 members 
Mstep: Class 2 contains 37493 members 
Entering Unmasked Estep 
Score: -9643239.000000 Penalty: 5626.910645
	Iteration 4Q: 3 clusters Score -9643239 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49243 members 
Mstep: Class 2 contains 35263 members 
Entering Unmasked Estep 
Score: -9644680.000000 Penalty: 5626.910645
	Iteration 5Q: 3 clusters Score -9644680 nChanged 4321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52048 members 
Mstep: Class 2 contains 32458 members 
Entering Unmasked Estep 
Score: -9646614.000000 Penalty: 5626.910645
	Iteration 6F: 3 clusters Score -9646614 nChanged 4656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55514 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -9648814.000000 Penalty: 5626.910645
	Iteration 7F: 3 clusters Score -9648814 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59421 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -9651334.000000 Penalty: 5626.910645
	Iteration 8F: 3 clusters Score -9651334 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63598 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -9653990.000000 Penalty: 5626.910645
	Iteration 9F: 3 clusters Score -9653990 nChanged 4410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67822 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -9656891.000000 Penalty: 5626.910645
	Iteration 10F: 3 clusters Score -9656891 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72060 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -9660216.000000 Penalty: 5626.910645
	Iteration 11F: 3 clusters Score -9660216 nChanged 4153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76185 members 
Mstep: Class 2 contains 8321 members 
Entering Unmasked Estep 
Score: -9664092.000000 Penalty: 5626.910645
	Iteration 12Q: 3 clusters Score -9664092 nChanged 3536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79707 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -9667723.000000 Penalty: 5626.910645
	Iteration 13Q: 3 clusters Score -9667723 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82032 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -9669984.000000 Penalty: 5626.910645
	Iteration 14Q: 3 clusters Score -9669984 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83168 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -9670927.000000 Penalty: 5626.910645
	Iteration 15Q: 3 clusters Score -9670927 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83652 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9671307.000000 Penalty: 5626.910645
	Iteration 16Q: 3 clusters Score -9671307 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83869 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9671475.000000 Penalty: 5626.910645
	Iteration 17Q: 3 clusters Score -9671475 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83984 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9671600.000000 Penalty: 5626.910645
	Iteration 18Q: 3 clusters Score -9671600 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84031 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9671647.000000 Penalty: 5626.910645
	Iteration 19Q: 3 clusters Score -9671647 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84068 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -9671694.000000 Penalty: 5626.910645
	Iteration 20F: 3 clusters Score -9671694 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84091 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -9671721.000000 Penalty: 5626.910645
	Iteration 21Q: 3 clusters Score -9671721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84109 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -9671750.000000 Penalty: 5626.910645
	Iteration 22Q: 3 clusters Score -9671750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84118 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9671772.000000 Penalty: 5626.910645
	Iteration 23Q: 3 clusters Score -9671772 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84133 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9671793.000000 Penalty: 5626.910645
	Iteration 24Q: 3 clusters Score -9671793 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84142 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9671801.000000 Penalty: 5626.910645
	Iteration 25Q: 3 clusters Score -9671801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84146 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -9671808.000000 Penalty: 5626.910645
	Iteration 26Q: 3 clusters Score -9671808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9671822.000000 Penalty: 5626.910645
	Iteration 27Q: 3 clusters Score -9671822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9671813.000000 Penalty: 5626.910645
	Iteration 28Q: 3 clusters Score -9671813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84152 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -9671829.000000 Penalty: 5626.910645
	Iteration 29Q: 3 clusters Score -9671829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84151 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9671827.000000 Penalty: 5626.910645
	Iteration 30Q: 3 clusters Score -9671827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84150 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -9671830.000000 Penalty: 5626.910645
	Iteration 31Q: 3 clusters Score -9671830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84154 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -9671830.000000 Penalty: 5626.910645
	Iteration 32Q: 3 clusters Score -9671830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84155 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -9671835.000000 Penalty: 5626.910645
	Iteration 33Q: 3 clusters Score -9671835 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84153 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9671836.000000 Penalty: 5626.910645
	Iteration 34Q: 3 clusters Score -9671836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84153 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -9671836.000000 Penalty: 5626.910645
	Iteration 35F: 3 clusters Score -9671836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (1649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Entering Unmasked Estep 
Score: -170261.046875 Penalty: 1837.165161
	Iteration 0F: 2 clusters Score -170261 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 833 members 
Entering Unmasked Estep 
Score: -167883.718750 Penalty: 3674.330322
	Iteration 0F: 3 clusters Score -167883.7 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -168308.562500 Penalty: 3674.330322
	Iteration 1F: 3 clusters Score -168308.6 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -168440.046875 Penalty: 3674.330322
	Iteration 2F: 3 clusters Score -168440 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -168520.812500 Penalty: 3674.330322
	Iteration 3Q: 3 clusters Score -168520.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -168586.406250 Penalty: 3674.330322
	Iteration 4Q: 3 clusters Score -168586.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -168627.437500 Penalty: 3674.330322
	Iteration 5Q: 3 clusters Score -168627.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -168660.250000 Penalty: 3674.330322
	Iteration 6Q: 3 clusters Score -168660.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -168675.640625 Penalty: 3674.330322
	Iteration 7Q: 3 clusters Score -168675.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -168683.250000 Penalty: 3674.330322
	Iteration 8Q: 3 clusters Score -168683.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -168687.609375 Penalty: 3674.330322
	Iteration 9Q: 3 clusters Score -168687.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -168690.750000 Penalty: 3674.330322
	Iteration 10Q: 3 clusters Score -168690.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -168697.281250 Penalty: 3674.330322
	Iteration 11Q: 3 clusters Score -168697.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -168706.890625 Penalty: 3674.330322
	Iteration 12Q: 3 clusters Score -168706.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -168716.500000 Penalty: 3674.330322
	Iteration 13Q: 3 clusters Score -168716.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -168721.156250 Penalty: 3674.330322
	Iteration 14Q: 3 clusters Score -168721.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -168731.359375 Penalty: 3674.330322
	Iteration 15Q: 3 clusters Score -168731.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -168736.515625 Penalty: 3674.330322
	Iteration 16Q: 3 clusters Score -168736.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -168742.562500 Penalty: 3674.330322
	Iteration 17Q: 3 clusters Score -168742.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -168743.828125 Penalty: 3674.330322
	Iteration 18Q: 3 clusters Score -168743.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -168744.703125 Penalty: 3674.330322
	Iteration 19Q: 3 clusters Score -168744.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -168744.703125 Penalty: 3674.330322
	Iteration 20F: 3 clusters Score -168744.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25190 members 
Entering Unmasked Estep 
Score: -2767132.000000 Penalty: 2513.281982
	Iteration 0F: 2 clusters Score -2767132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2749590.750000 Penalty: 5026.563965
	Iteration 0F: 3 clusters Score -2749591 nChanged 11291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -2755931.750000 Penalty: 5026.563965
	Iteration 1F: 3 clusters Score -2755932 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12674 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -2756625.750000 Penalty: 5026.563965
	Iteration 2F: 3 clusters Score -2756626 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12785 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -2757350.750000 Penalty: 5026.563965
	Iteration 3F: 3 clusters Score -2757351 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12932 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2758211.250000 Penalty: 5026.563965
	Iteration 4F: 3 clusters Score -2758211 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13185 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -2759348.000000 Penalty: 5026.563965
	Iteration 5F: 3 clusters Score -2759348 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -2760880.250000 Penalty: 5026.563965
	Iteration 6F: 3 clusters Score -2760880 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -2762542.750000 Penalty: 5026.563965
	Iteration 7F: 3 clusters Score -2762543 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 10965 members 
Entering Unmasked Estep 
Score: -2763920.250000 Penalty: 5026.563965
	Iteration 8F: 3 clusters Score -2763920 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -2764778.250000 Penalty: 5026.563965
	Iteration 9Q: 3 clusters Score -2764778 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2765234.750000 Penalty: 5026.563965
	Iteration 10Q: 3 clusters Score -2765235 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2765465.250000 Penalty: 5026.563965
	Iteration 11Q: 3 clusters Score -2765465 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -2765602.500000 Penalty: 5026.563965
	Iteration 12Q: 3 clusters Score -2765602 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2765678.250000 Penalty: 5026.563965
	Iteration 13Q: 3 clusters Score -2765678 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14810 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -2765738.750000 Penalty: 5026.563965
	Iteration 14Q: 3 clusters Score -2765739 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2765774.500000 Penalty: 5026.563965
	Iteration 15Q: 3 clusters Score -2765774 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 10361 members 
Entering Unmasked Estep 
Score: -2765803.000000 Penalty: 5026.563965
	Iteration 16Q: 3 clusters Score -2765803 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14815 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2765808.000000 Penalty: 5026.563965
	Iteration 17Q: 3 clusters Score -2765808 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 10392 members 
Entering Unmasked Estep 
Score: -2765816.500000 Penalty: 5026.563965
	Iteration 18Q: 3 clusters Score -2765816 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14799 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -2765823.000000 Penalty: 5026.563965
	Iteration 19Q: 3 clusters Score -2765823 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 10398 members 
Entering Unmasked Estep 
Score: -2765826.250000 Penalty: 5026.563965
	Iteration 20F: 3 clusters Score -2765826 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2765823.000000 Penalty: 5026.563965
	Iteration 21Q: 3 clusters Score -2765823 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2765823.750000 Penalty: 5026.563965
	Iteration 22Q: 3 clusters Score -2765824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -2765829.250000 Penalty: 5026.563965
	Iteration 23Q: 3 clusters Score -2765829 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 10414 members 
Entering Unmasked Estep 
Score: -2765834.250000 Penalty: 5026.563965
	Iteration 24Q: 3 clusters Score -2765834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2765827.250000 Penalty: 5026.563965
	Iteration 25Q: 3 clusters Score -2765827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2765828.500000 Penalty: 5026.563965
	Iteration 26Q: 3 clusters Score -2765828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2765831.750000 Penalty: 5026.563965
	Iteration 27Q: 3 clusters Score -2765832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2765833.000000 Penalty: 5026.563965
	Iteration 28Q: 3 clusters Score -2765833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2765834.250000 Penalty: 5026.563965
	Iteration 29Q: 3 clusters Score -2765834 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14791 members 
Mstep: Class 2 contains 10399 members 
Entering Unmasked Estep 
Score: -2765835.000000 Penalty: 5026.563965
	Iteration 30Q: 3 clusters Score -2765835 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2765832.000000 Penalty: 5026.563965
	Iteration 31Q: 3 clusters Score -2765832 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2765840.500000 Penalty: 5026.563965
	Iteration 32Q: 3 clusters Score -2765840 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14789 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -2765840.000000 Penalty: 5026.563965
	Iteration 33Q: 3 clusters Score -2765840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 10403 members 
Entering Unmasked Estep 
Score: -2765844.750000 Penalty: 5026.563965
	Iteration 34Q: 3 clusters Score -2765845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -2765840.500000 Penalty: 5026.563965
	Iteration 35Q: 3 clusters Score -2765840 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2765843.000000 Penalty: 5026.563965
	Iteration 36Q: 3 clusters Score -2765843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2765837.500000 Penalty: 5026.563965
	Iteration 37Q: 3 clusters Score -2765838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2765836.500000 Penalty: 5026.563965
	Iteration 38Q: 3 clusters Score -2765836 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -2765836.500000 Penalty: 5026.563965
	Iteration 39F: 3 clusters Score -2765836 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (169818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169818 members 
Entering Unmasked Estep 
Score: -19970798.000000 Penalty: 2986.535645
	Iteration 0F: 2 clusters Score -1.99708e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85145 members 
Mstep: Class 2 contains 84673 members 
Entering Unmasked Estep 
Score: -19858100.000000 Penalty: 5973.071289
	Iteration 0F: 3 clusters Score -1.98581e+07 nChanged 81316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88979 members 
Mstep: Class 2 contains 80839 members 
Entering Unmasked Estep 
Score: -19906484.000000 Penalty: 5973.071289
	Iteration 1F: 3 clusters Score -1.990648e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91205 members 
Mstep: Class 2 contains 78613 members 
Entering Unmasked Estep 
Score: -19907920.000000 Penalty: 5973.071289
	Iteration 2Q: 3 clusters Score -1.990792e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94514 members 
Mstep: Class 2 contains 75304 members 
Entering Unmasked Estep 
Score: -19909872.000000 Penalty: 5973.071289
	Iteration 3Q: 3 clusters Score -1.990987e+07 nChanged 6894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99362 members 
Mstep: Class 2 contains 70456 members 
Entering Unmasked Estep 
Score: -19913166.000000 Penalty: 5973.071289
	Iteration 4Q: 3 clusters Score -1.991317e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105933 members 
Mstep: Class 2 contains 63885 members 
Entering Unmasked Estep 
Score: -19918474.000000 Penalty: 5973.071289
	Iteration 5Q: 3 clusters Score -1.991847e+07 nChanged 9596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114187 members 
Mstep: Class 2 contains 55631 members 
Entering Unmasked Estep 
Score: -19926164.000000 Penalty: 5973.071289
	Iteration 6F: 3 clusters Score -1.992616e+07 nChanged 10253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123180 members 
Mstep: Class 2 contains 46638 members 
Entering Unmasked Estep 
Score: -19934502.000000 Penalty: 5973.071289
	Iteration 7F: 3 clusters Score -1.99345e+07 nChanged 9957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131909 members 
Mstep: Class 2 contains 37909 members 
Entering Unmasked Estep 
Score: -19942644.000000 Penalty: 5973.071289
	Iteration 8F: 3 clusters Score -1.994264e+07 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139458 members 
Mstep: Class 2 contains 30360 members 
Entering Unmasked Estep 
Score: -19949522.000000 Penalty: 5973.071289
	Iteration 9F: 3 clusters Score -1.994952e+07 nChanged 6967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145535 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -19954302.000000 Penalty: 5973.071289
	Iteration 10Q: 3 clusters Score -1.99543e+07 nChanged 5446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150493 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -19957800.000000 Penalty: 5973.071289
	Iteration 11Q: 3 clusters Score -1.99578e+07 nChanged 4219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154512 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -19960184.000000 Penalty: 5973.071289
	Iteration 12Q: 3 clusters Score -1.996018e+07 nChanged 3395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157819 members 
Mstep: Class 2 contains 11999 members 
Entering Unmasked Estep 
Score: -19962074.000000 Penalty: 5973.071289
	Iteration 13Q: 3 clusters Score -1.996207e+07 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160515 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -19963680.000000 Penalty: 5973.071289
	Iteration 14Q: 3 clusters Score -1.996368e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162649 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -19964860.000000 Penalty: 5973.071289
	Iteration 15Q: 3 clusters Score -1.996486e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164282 members 
Mstep: Class 2 contains 5536 members 
Entering Unmasked Estep 
Score: -19965758.000000 Penalty: 5973.071289
	Iteration 16Q: 3 clusters Score -1.996576e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165594 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -19966510.000000 Penalty: 5973.071289
	Iteration 17Q: 3 clusters Score -1.996651e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166536 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -19966948.000000 Penalty: 5973.071289
	Iteration 18Q: 3 clusters Score -1.996695e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167227 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -19967332.000000 Penalty: 5973.071289
	Iteration 19Q: 3 clusters Score -1.996733e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167679 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -19967536.000000 Penalty: 5973.071289
	Iteration 20F: 3 clusters Score -1.996754e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168000 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -19967668.000000 Penalty: 5973.071289
	Iteration 21Q: 3 clusters Score -1.996767e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168260 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -19967868.000000 Penalty: 5973.071289
	Iteration 22Q: 3 clusters Score -1.996787e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168433 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -19967978.000000 Penalty: 5973.071289
	Iteration 23Q: 3 clusters Score -1.996798e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168551 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -19968060.000000 Penalty: 5973.071289
	Iteration 24Q: 3 clusters Score -1.996806e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168639 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -19968100.000000 Penalty: 5973.071289
	Iteration 25Q: 3 clusters Score -1.99681e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168703 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -19968156.000000 Penalty: 5973.071289
	Iteration 26Q: 3 clusters Score -1.996816e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168739 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -19968214.000000 Penalty: 5973.071289
	Iteration 27Q: 3 clusters Score -1.996821e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168776 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -19968240.000000 Penalty: 5973.071289
	Iteration 28Q: 3 clusters Score -1.996824e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168814 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -19968236.000000 Penalty: 5973.071289
	Iteration 29Q: 3 clusters Score -1.996824e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168846 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -19968266.000000 Penalty: 5973.071289
	Iteration 30Q: 3 clusters Score -1.996827e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168875 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -19968274.000000 Penalty: 5973.071289
	Iteration 31Q: 3 clusters Score -1.996827e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168896 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -19968312.000000 Penalty: 5973.071289
	Iteration 32Q: 3 clusters Score -1.996831e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168914 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -19968326.000000 Penalty: 5973.071289
	Iteration 33Q: 3 clusters Score -1.996833e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168924 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -19968328.000000 Penalty: 5973.071289
	Iteration 34Q: 3 clusters Score -1.996833e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168931 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -19968316.000000 Penalty: 5973.071289
	Iteration 35Q: 3 clusters Score -1.996832e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168935 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -19968316.000000 Penalty: 5973.071289
	Iteration 36Q: 3 clusters Score -1.996832e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19968324.000000 Penalty: 5973.071289
	Iteration 37Q: 3 clusters Score -1.996832e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168939 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19968310.000000 Penalty: 5973.071289
	Iteration 38Q: 3 clusters Score -1.996831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168939 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19968314.000000 Penalty: 5973.071289
	Iteration 39Q: 3 clusters Score -1.996831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168939 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19968316.000000 Penalty: 5973.071289
	Iteration 40F: 3 clusters Score -1.996832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19968314.000000 Penalty: 5973.071289
	Iteration 41Q: 3 clusters Score -1.996831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168936 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -19968326.000000 Penalty: 5973.071289
	Iteration 42Q: 3 clusters Score -1.996833e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19968314.000000 Penalty: 5973.071289
	Iteration 43Q: 3 clusters Score -1.996831e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168938 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -19968312.000000 Penalty: 5973.071289
	Iteration 44Q: 3 clusters Score -1.996831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168939 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19968318.000000 Penalty: 5973.071289
	Iteration 45Q: 3 clusters Score -1.996832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168939 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -19968318.000000 Penalty: 5973.071289
	Iteration 46F: 3 clusters Score -1.996832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (11121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Entering Unmasked Estep 
Score: -1313944.125000 Penalty: 2310.514404
	Iteration 0F: 2 clusters Score -1313944 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -1305587.000000 Penalty: 4621.028809
	Iteration 0F: 3 clusters Score -1305587 nChanged 4660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -1307950.875000 Penalty: 4621.028809
	Iteration 1F: 3 clusters Score -1307951 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1308237.750000 Penalty: 4621.028809
	Iteration 2F: 3 clusters Score -1308238 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1308449.625000 Penalty: 4621.028809
	Iteration 3Q: 3 clusters Score -1308450 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4696 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -1308614.125000 Penalty: 4621.028809
	Iteration 4Q: 3 clusters Score -1308614 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1308782.250000 Penalty: 4621.028809
	Iteration 5Q: 3 clusters Score -1308782 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 7001 members 
Entering Unmasked Estep 
Score: -1308947.750000 Penalty: 4621.028809
	Iteration 6Q: 3 clusters Score -1308948 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1309138.375000 Penalty: 4621.028809
	Iteration 7Q: 3 clusters Score -1309138 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -1309376.625000 Penalty: 4621.028809
	Iteration 8Q: 3 clusters Score -1309377 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2917 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -1309671.375000 Penalty: 4621.028809
	Iteration 9Q: 3 clusters Score -1309671 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1310009.750000 Penalty: 4621.028809
	Iteration 10Q: 3 clusters Score -1310010 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -1310378.750000 Penalty: 4621.028809
	Iteration 11Q: 3 clusters Score -1310379 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1310749.000000 Penalty: 4621.028809
	Iteration 12Q: 3 clusters Score -1310749 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -1311078.625000 Penalty: 4621.028809
	Iteration 13Q: 3 clusters Score -1311079 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1311340.625000 Penalty: 4621.028809
	Iteration 14Q: 3 clusters Score -1311341 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -1311530.750000 Penalty: 4621.028809
	Iteration 15Q: 3 clusters Score -1311531 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -1311655.500000 Penalty: 4621.028809
	Iteration 16Q: 3 clusters Score -1311656 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10711 members 
Entering Unmasked Estep 
Score: -1311737.500000 Penalty: 4621.028809
	Iteration 17Q: 3 clusters Score -1311738 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -1311790.125000 Penalty: 4621.028809
	Iteration 18Q: 3 clusters Score -1311790 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -1311818.500000 Penalty: 4621.028809
	Iteration 19Q: 3 clusters Score -1311818 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -1311830.250000 Penalty: 4621.028809
	Iteration 20F: 3 clusters Score -1311830 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -1311845.750000 Penalty: 4621.028809
	Iteration 21Q: 3 clusters Score -1311846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -1311855.250000 Penalty: 4621.028809
	Iteration 22Q: 3 clusters Score -1311855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -1311863.125000 Penalty: 4621.028809
	Iteration 23Q: 3 clusters Score -1311863 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 10820 members 
Entering Unmasked Estep 
Score: -1311866.875000 Penalty: 4621.028809
	Iteration 24Q: 3 clusters Score -1311867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -1311868.500000 Penalty: 4621.028809
	Iteration 25Q: 3 clusters Score -1311868 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -1311868.500000 Penalty: 4621.028809
	Iteration 26Q: 3 clusters Score -1311868 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10827 members 
Entering Unmasked Estep 
Score: -1311874.500000 Penalty: 4621.028809
	Iteration 27Q: 3 clusters Score -1311874 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 10830 members 
Entering Unmasked Estep 
Score: -1311876.875000 Penalty: 4621.028809
	Iteration 28Q: 3 clusters Score -1311877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -1311878.375000 Penalty: 4621.028809
	Iteration 29Q: 3 clusters Score -1311878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -1311883.500000 Penalty: 4621.028809
	Iteration 30Q: 3 clusters Score -1311884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -1311886.625000 Penalty: 4621.028809
	Iteration 31Q: 3 clusters Score -1311887 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -1311889.625000 Penalty: 4621.028809
	Iteration 32Q: 3 clusters Score -1311890 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 10840 members 
Entering Unmasked Estep 
Score: -1311893.875000 Penalty: 4621.028809
	Iteration 33Q: 3 clusters Score -1311894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -1311898.000000 Penalty: 4621.028809
	Iteration 34Q: 3 clusters Score -1311898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -1311905.500000 Penalty: 4621.028809
	Iteration 35Q: 3 clusters Score -1311906 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -1311914.250000 Penalty: 4621.028809
	Iteration 36Q: 3 clusters Score -1311914 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -1311921.500000 Penalty: 4621.028809
	Iteration 37Q: 3 clusters Score -1311922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1311924.875000 Penalty: 4621.028809
	Iteration 38Q: 3 clusters Score -1311925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1311927.250000 Penalty: 4621.028809
	Iteration 39Q: 3 clusters Score -1311927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1311926.625000 Penalty: 4621.028809
	Iteration 40F: 3 clusters Score -1311927 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -1311930.625000 Penalty: 4621.028809
	Iteration 41Q: 3 clusters Score -1311931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1311930.375000 Penalty: 4621.028809
	Iteration 42Q: 3 clusters Score -1311930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -1311930.375000 Penalty: 4621.028809
	Iteration 43F: 3 clusters Score -1311930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Entering Unmasked Estep 
Score: -136756.312500 Penalty: 1853.462036
	Iteration 0F: 2 clusters Score -136756.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -134326.781250 Penalty: 3706.924072
	Iteration 0F: 3 clusters Score -134326.8 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -134836.359375 Penalty: 3706.924072
	Iteration 1F: 3 clusters Score -134836.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -134993.796875 Penalty: 3706.924072
	Iteration 2F: 3 clusters Score -134993.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -135082.875000 Penalty: 3706.924072
	Iteration 3Q: 3 clusters Score -135082.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -135135.640625 Penalty: 3706.924072
	Iteration 4Q: 3 clusters Score -135135.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -135195.453125 Penalty: 3706.924072
	Iteration 5Q: 3 clusters Score -135195.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -135237.546875 Penalty: 3706.924072
	Iteration 6Q: 3 clusters Score -135237.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -135271.421875 Penalty: 3706.924072
	Iteration 7Q: 3 clusters Score -135271.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -135313.140625 Penalty: 3706.924072
	Iteration 8Q: 3 clusters Score -135313.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -135338.781250 Penalty: 3706.924072
	Iteration 9Q: 3 clusters Score -135338.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -135362.140625 Penalty: 3706.924072
	Iteration 10Q: 3 clusters Score -135362.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -135380.140625 Penalty: 3706.924072
	Iteration 11Q: 3 clusters Score -135380.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -135393.906250 Penalty: 3706.924072
	Iteration 12Q: 3 clusters Score -135393.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -135406.312500 Penalty: 3706.924072
	Iteration 13Q: 3 clusters Score -135406.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -135419.546875 Penalty: 3706.924072
	Iteration 14Q: 3 clusters Score -135419.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -135436.031250 Penalty: 3706.924072
	Iteration 15Q: 3 clusters Score -135436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -135450.203125 Penalty: 3706.924072
	Iteration 16Q: 3 clusters Score -135450.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -135458.625000 Penalty: 3706.924072
	Iteration 17Q: 3 clusters Score -135458.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -135467.062500 Penalty: 3706.924072
	Iteration 18Q: 3 clusters Score -135467.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -135476.984375 Penalty: 3706.924072
	Iteration 19Q: 3 clusters Score -135477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -135483.187500 Penalty: 3706.924072
	Iteration 20F: 3 clusters Score -135483.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -135486.875000 Penalty: 3706.924072
	Iteration 21Q: 3 clusters Score -135486.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -135487.734375 Penalty: 3706.924072
	Iteration 22Q: 3 clusters Score -135487.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -135491.062500 Penalty: 3706.924072
	Iteration 23Q: 3 clusters Score -135491.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -135493.406250 Penalty: 3706.924072
	Iteration 24Q: 3 clusters Score -135493.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -135496.125000 Penalty: 3706.924072
	Iteration 25Q: 3 clusters Score -135496.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -135497.171875 Penalty: 3706.924072
	Iteration 26Q: 3 clusters Score -135497.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -135497.593750 Penalty: 3706.924072
	Iteration 27Q: 3 clusters Score -135497.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -135497.593750 Penalty: 3706.924072
	Iteration 28F: 3 clusters Score -135497.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24560 members 
Entering Unmasked Estep 
Score: -2480177.250000 Penalty: 2507.000732
	Iteration 0F: 2 clusters Score -2480177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -2463099.750000 Penalty: 5014.001465
	Iteration 0F: 3 clusters Score -2463100 nChanged 11015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2469156.000000 Penalty: 5014.001465
	Iteration 1F: 3 clusters Score -2469156 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 12089 members 
Entering Unmasked Estep 
Score: -2469768.500000 Penalty: 5014.001465
	Iteration 2F: 3 clusters Score -2469768 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2470390.250000 Penalty: 5014.001465
	Iteration 3F: 3 clusters Score -2470390 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 11914 members 
Entering Unmasked Estep 
Score: -2471012.500000 Penalty: 5014.001465
	Iteration 4F: 3 clusters Score -2471012 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -2471573.250000 Penalty: 5014.001465
	Iteration 5Q: 3 clusters Score -2471573 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12906 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -2472143.750000 Penalty: 5014.001465
	Iteration 6Q: 3 clusters Score -2472144 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2472630.750000 Penalty: 5014.001465
	Iteration 7Q: 3 clusters Score -2472631 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13226 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2473045.000000 Penalty: 5014.001465
	Iteration 8Q: 3 clusters Score -2473045 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13337 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -2473370.750000 Penalty: 5014.001465
	Iteration 9Q: 3 clusters Score -2473371 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13445 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2473649.000000 Penalty: 5014.001465
	Iteration 10Q: 3 clusters Score -2473649 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -2473877.000000 Penalty: 5014.001465
	Iteration 11Q: 3 clusters Score -2473877 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2474015.750000 Penalty: 5014.001465
	Iteration 12Q: 3 clusters Score -2474016 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -2474162.000000 Penalty: 5014.001465
	Iteration 13Q: 3 clusters Score -2474162 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2474253.000000 Penalty: 5014.001465
	Iteration 14Q: 3 clusters Score -2474253 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 10514 members 
Entering Unmasked Estep 
Score: -2474299.250000 Penalty: 5014.001465
	Iteration 15Q: 3 clusters Score -2474299 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2474338.250000 Penalty: 5014.001465
	Iteration 16Q: 3 clusters Score -2474338 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -2474376.000000 Penalty: 5014.001465
	Iteration 17Q: 3 clusters Score -2474376 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 10182 members 
Entering Unmasked Estep 
Score: -2474405.000000 Penalty: 5014.001465
	Iteration 18Q: 3 clusters Score -2474405 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -2474436.250000 Penalty: 5014.001465
	Iteration 19Q: 3 clusters Score -2474436 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14624 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -2474458.000000 Penalty: 5014.001465
	Iteration 20F: 3 clusters Score -2474458 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 9787 members 
Entering Unmasked Estep 
Score: -2474493.250000 Penalty: 5014.001465
	Iteration 21Q: 3 clusters Score -2474493 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2474533.000000 Penalty: 5014.001465
	Iteration 22Q: 3 clusters Score -2474533 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -2474569.750000 Penalty: 5014.001465
	Iteration 23Q: 3 clusters Score -2474570 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15325 members 
Mstep: Class 2 contains 9235 members 
Entering Unmasked Estep 
Score: -2474625.250000 Penalty: 5014.001465
	Iteration 24Q: 3 clusters Score -2474625 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2474689.000000 Penalty: 5014.001465
	Iteration 25Q: 3 clusters Score -2474689 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15870 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -2474770.750000 Penalty: 5014.001465
	Iteration 26Q: 3 clusters Score -2474771 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16211 members 
Mstep: Class 2 contains 8349 members 
Entering Unmasked Estep 
Score: -2474885.750000 Penalty: 5014.001465
	Iteration 27Q: 3 clusters Score -2474886 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 7957 members 
Entering Unmasked Estep 
Score: -2475043.500000 Penalty: 5014.001465
	Iteration 28Q: 3 clusters Score -2475044 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -2475230.000000 Penalty: 5014.001465
	Iteration 29Q: 3 clusters Score -2475230 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2475411.750000 Penalty: 5014.001465
	Iteration 30Q: 3 clusters Score -2475412 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -2475626.500000 Penalty: 5014.001465
	Iteration 31Q: 3 clusters Score -2475626 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18496 members 
Mstep: Class 2 contains 6064 members 
Entering Unmasked Estep 
Score: -2475879.500000 Penalty: 5014.001465
	Iteration 32Q: 3 clusters Score -2475880 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19003 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -2476165.250000 Penalty: 5014.001465
	Iteration 33Q: 3 clusters Score -2476165 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19496 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -2476440.250000 Penalty: 5014.001465
	Iteration 34Q: 3 clusters Score -2476440 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -2476629.250000 Penalty: 5014.001465
	Iteration 35Q: 3 clusters Score -2476629 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -2476814.000000 Penalty: 5014.001465
	Iteration 36Q: 3 clusters Score -2476814 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -2476970.250000 Penalty: 5014.001465
	Iteration 37Q: 3 clusters Score -2476970 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -2477106.500000 Penalty: 5014.001465
	Iteration 38Q: 3 clusters Score -2477106 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -2477200.000000 Penalty: 5014.001465
	Iteration 39Q: 3 clusters Score -2477200 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2477288.500000 Penalty: 5014.001465
	Iteration 40F: 3 clusters Score -2477288 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21635 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -2477369.500000 Penalty: 5014.001465
	Iteration 41Q: 3 clusters Score -2477370 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21833 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -2477439.250000 Penalty: 5014.001465
	Iteration 42Q: 3 clusters Score -2477439 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -2477505.500000 Penalty: 5014.001465
	Iteration 43Q: 3 clusters Score -2477506 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -2477573.500000 Penalty: 5014.001465
	Iteration 44Q: 3 clusters Score -2477574 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -2477630.750000 Penalty: 5014.001465
	Iteration 45Q: 3 clusters Score -2477631 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2477677.250000 Penalty: 5014.001465
	Iteration 46Q: 3 clusters Score -2477677 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -2477735.500000 Penalty: 5014.001465
	Iteration 47Q: 3 clusters Score -2477736 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22691 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -2477789.500000 Penalty: 5014.001465
	Iteration 48Q: 3 clusters Score -2477790 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22804 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -2477848.000000 Penalty: 5014.001465
	Iteration 49Q: 3 clusters Score -2477848 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -2477893.500000 Penalty: 5014.001465
	Iteration 50Q: 3 clusters Score -2477894 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -2477928.500000 Penalty: 5014.001465
	Iteration 51Q: 3 clusters Score -2477928 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2477982.250000 Penalty: 5014.001465
	Iteration 52Q: 3 clusters Score -2477982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2478021.000000 Penalty: 5014.001465
	Iteration 53Q: 3 clusters Score -2478021 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -2478042.500000 Penalty: 5014.001465
	Iteration 54Q: 3 clusters Score -2478042 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2478072.750000 Penalty: 5014.001465
	Iteration 55Q: 3 clusters Score -2478073 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23312 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -2478098.500000 Penalty: 5014.001465
	Iteration 56Q: 3 clusters Score -2478098 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -2478112.750000 Penalty: 5014.001465
	Iteration 57Q: 3 clusters Score -2478113 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23378 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2478127.000000 Penalty: 5014.001465
	Iteration 58Q: 3 clusters Score -2478127 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2478138.000000 Penalty: 5014.001465
	Iteration 59Q: 3 clusters Score -2478138 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2478151.500000 Penalty: 5014.001465
	Iteration 60F: 3 clusters Score -2478152 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23458 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2478165.000000 Penalty: 5014.001465
	Iteration 61Q: 3 clusters Score -2478165 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -2478170.500000 Penalty: 5014.001465
	Iteration 62Q: 3 clusters Score -2478170 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23497 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2478172.750000 Penalty: 5014.001465
	Iteration 63Q: 3 clusters Score -2478173 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -2478184.750000 Penalty: 5014.001465
	Iteration 64Q: 3 clusters Score -2478185 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2478191.500000 Penalty: 5014.001465
	Iteration 65Q: 3 clusters Score -2478192 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2478191.500000 Penalty: 5014.001465
	Iteration 66Q: 3 clusters Score -2478192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -2478201.000000 Penalty: 5014.001465
	Iteration 67Q: 3 clusters Score -2478201 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -2478202.500000 Penalty: 5014.001465
	Iteration 68Q: 3 clusters Score -2478202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23570 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -2478205.750000 Penalty: 5014.001465
	Iteration 69Q: 3 clusters Score -2478206 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23579 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2478207.000000 Penalty: 5014.001465
	Iteration 70Q: 3 clusters Score -2478207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2478212.500000 Penalty: 5014.001465
	Iteration 71Q: 3 clusters Score -2478212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23597 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -2478214.000000 Penalty: 5014.001465
	Iteration 72Q: 3 clusters Score -2478214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23604 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2478219.250000 Penalty: 5014.001465
	Iteration 73Q: 3 clusters Score -2478219 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -2478219.250000 Penalty: 5014.001465
	Iteration 74Q: 3 clusters Score -2478219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -2478224.500000 Penalty: 5014.001465
	Iteration 75Q: 3 clusters Score -2478224 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -2478235.750000 Penalty: 5014.001465
	Iteration 76Q: 3 clusters Score -2478236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23640 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2478235.750000 Penalty: 5014.001465
	Iteration 77Q: 3 clusters Score -2478236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2478243.000000 Penalty: 5014.001465
	Iteration 78Q: 3 clusters Score -2478243 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -2478246.750000 Penalty: 5014.001465
	Iteration 79Q: 3 clusters Score -2478247 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -2478247.750000 Penalty: 5014.001465
	Iteration 80F: 3 clusters Score -2478248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2478245.500000 Penalty: 5014.001465
	Iteration 81Q: 3 clusters Score -2478246 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23668 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2478251.750000 Penalty: 5014.001465
	Iteration 82Q: 3 clusters Score -2478252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2478251.000000 Penalty: 5014.001465
	Iteration 83Q: 3 clusters Score -2478251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23673 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2478251.250000 Penalty: 5014.001465
	Iteration 84Q: 3 clusters Score -2478251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2478252.250000 Penalty: 5014.001465
	Iteration 85Q: 3 clusters Score -2478252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -2478253.250000 Penalty: 5014.001465
	Iteration 86Q: 3 clusters Score -2478253 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2478257.500000 Penalty: 5014.001465
	Iteration 87Q: 3 clusters Score -2478258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2478260.000000 Penalty: 5014.001465
	Iteration 88Q: 3 clusters Score -2478260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2478262.750000 Penalty: 5014.001465
	Iteration 89Q: 3 clusters Score -2478263 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -2478266.000000 Penalty: 5014.001465
	Iteration 90Q: 3 clusters Score -2478266 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -2478270.250000 Penalty: 5014.001465
	Iteration 91Q: 3 clusters Score -2478270 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23699 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2478275.500000 Penalty: 5014.001465
	Iteration 92Q: 3 clusters Score -2478276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23705 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -2478275.000000 Penalty: 5014.001465
	Iteration 93Q: 3 clusters Score -2478275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23708 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -2478277.000000 Penalty: 5014.001465
	Iteration 94Q: 3 clusters Score -2478277 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23712 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2478279.250000 Penalty: 5014.001465
	Iteration 95Q: 3 clusters Score -2478279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2478283.000000 Penalty: 5014.001465
	Iteration 96Q: 3 clusters Score -2478283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2478283.000000 Penalty: 5014.001465
	Iteration 97F: 3 clusters Score -2478283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Entering Unmasked Estep 
Score: -2085235.500000 Penalty: 2437.840576
	Iteration 0F: 2 clusters Score -2085236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9106 members 
Entering Unmasked Estep 
Score: -2071979.250000 Penalty: 4875.681152
	Iteration 0F: 3 clusters Score -2071979 nChanged 8089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 8313 members 
Entering Unmasked Estep 
Score: -2076485.000000 Penalty: 4875.681152
	Iteration 1F: 3 clusters Score -2076485 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -2077021.875000 Penalty: 4875.681152
	Iteration 2F: 3 clusters Score -2077022 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11567 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2077590.000000 Penalty: 4875.681152
	Iteration 3F: 3 clusters Score -2077590 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -2078233.000000 Penalty: 4875.681152
	Iteration 4F: 3 clusters Score -2078233 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -2079065.125000 Penalty: 4875.681152
	Iteration 5F: 3 clusters Score -2079065 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -2080037.750000 Penalty: 4875.681152
	Iteration 6F: 3 clusters Score -2080038 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -2080949.125000 Penalty: 4875.681152
	Iteration 7F: 3 clusters Score -2080949 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -2081712.250000 Penalty: 4875.681152
	Iteration 8Q: 3 clusters Score -2081712 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -2082259.750000 Penalty: 4875.681152
	Iteration 9Q: 3 clusters Score -2082260 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -2082597.500000 Penalty: 4875.681152
	Iteration 10Q: 3 clusters Score -2082598 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17414 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -2082826.625000 Penalty: 4875.681152
	Iteration 11Q: 3 clusters Score -2082827 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -2082974.375000 Penalty: 4875.681152
	Iteration 12Q: 3 clusters Score -2082974 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2083072.500000 Penalty: 4875.681152
	Iteration 13Q: 3 clusters Score -2083072 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -2083136.000000 Penalty: 4875.681152
	Iteration 14Q: 3 clusters Score -2083136 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2083181.250000 Penalty: 4875.681152
	Iteration 15Q: 3 clusters Score -2083181 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -2083221.375000 Penalty: 4875.681152
	Iteration 16Q: 3 clusters Score -2083221 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2083238.000000 Penalty: 4875.681152
	Iteration 17Q: 3 clusters Score -2083238 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -2083253.750000 Penalty: 4875.681152
	Iteration 18Q: 3 clusters Score -2083254 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17936 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -2083262.500000 Penalty: 4875.681152
	Iteration 19Q: 3 clusters Score -2083262 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -2083273.125000 Penalty: 4875.681152
	Iteration 20F: 3 clusters Score -2083273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -2083284.500000 Penalty: 4875.681152
	Iteration 21Q: 3 clusters Score -2083284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -2083288.750000 Penalty: 4875.681152
	Iteration 22Q: 3 clusters Score -2083289 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2083292.250000 Penalty: 4875.681152
	Iteration 23Q: 3 clusters Score -2083292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -2083299.875000 Penalty: 4875.681152
	Iteration 24Q: 3 clusters Score -2083300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17986 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -2083303.375000 Penalty: 4875.681152
	Iteration 25Q: 3 clusters Score -2083303 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2083305.250000 Penalty: 4875.681152
	Iteration 26Q: 3 clusters Score -2083305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -2083309.000000 Penalty: 4875.681152
	Iteration 27Q: 3 clusters Score -2083309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17995 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2083308.750000 Penalty: 4875.681152
	Iteration 28Q: 3 clusters Score -2083309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17998 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -2083314.000000 Penalty: 4875.681152
	Iteration 29Q: 3 clusters Score -2083314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18001 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -2083315.625000 Penalty: 4875.681152
	Iteration 30Q: 3 clusters Score -2083316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18003 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -2083315.000000 Penalty: 4875.681152
	Iteration 31Q: 3 clusters Score -2083315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2083316.500000 Penalty: 4875.681152
	Iteration 32Q: 3 clusters Score -2083316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2083317.375000 Penalty: 4875.681152
	Iteration 33Q: 3 clusters Score -2083317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -2083315.375000 Penalty: 4875.681152
	Iteration 34Q: 3 clusters Score -2083315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2083317.125000 Penalty: 4875.681152
	Iteration 35Q: 3 clusters Score -2083317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -2083321.000000 Penalty: 4875.681152
	Iteration 36Q: 3 clusters Score -2083321 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2083323.125000 Penalty: 4875.681152
	Iteration 37Q: 3 clusters Score -2083323 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18011 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -2083323.125000 Penalty: 4875.681152
	Iteration 38F: 3 clusters Score -2083323 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (1822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Entering Unmasked Estep 
Score: -199637.625000 Penalty: 1861.907104
	Iteration 0F: 2 clusters Score -199637.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -197113.953125 Penalty: 3723.814209
	Iteration 0F: 3 clusters Score -197114 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -197575.765625 Penalty: 3723.814209
	Iteration 1F: 3 clusters Score -197575.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -197684.609375 Penalty: 3723.814209
	Iteration 2F: 3 clusters Score -197684.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -197739.640625 Penalty: 3723.814209
	Iteration 3Q: 3 clusters Score -197739.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -197781.234375 Penalty: 3723.814209
	Iteration 4Q: 3 clusters Score -197781.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -197808.937500 Penalty: 3723.814209
	Iteration 5Q: 3 clusters Score -197808.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -197829.656250 Penalty: 3723.814209
	Iteration 6Q: 3 clusters Score -197829.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -197844.671875 Penalty: 3723.814209
	Iteration 7Q: 3 clusters Score -197844.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -197858.000000 Penalty: 3723.814209
	Iteration 8Q: 3 clusters Score -197858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -197865.953125 Penalty: 3723.814209
	Iteration 9Q: 3 clusters Score -197866 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -197869.125000 Penalty: 3723.814209
	Iteration 10Q: 3 clusters Score -197869.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -197874.437500 Penalty: 3723.814209
	Iteration 11Q: 3 clusters Score -197874.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -197878.062500 Penalty: 3723.814209
	Iteration 12Q: 3 clusters Score -197878.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -197883.390625 Penalty: 3723.814209
	Iteration 13Q: 3 clusters Score -197883.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -197887.906250 Penalty: 3723.814209
	Iteration 14Q: 3 clusters Score -197887.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -197891.359375 Penalty: 3723.814209
	Iteration 15Q: 3 clusters Score -197891.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -197895.515625 Penalty: 3723.814209
	Iteration 16Q: 3 clusters Score -197895.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -197896.625000 Penalty: 3723.814209
	Iteration 17Q: 3 clusters Score -197896.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -197898.031250 Penalty: 3723.814209
	Iteration 18Q: 3 clusters Score -197898 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -197902.234375 Penalty: 3723.814209
	Iteration 19Q: 3 clusters Score -197902.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -197906.687500 Penalty: 3723.814209
	Iteration 20F: 3 clusters Score -197906.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -197911.546875 Penalty: 3723.814209
	Iteration 21Q: 3 clusters Score -197911.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -197917.687500 Penalty: 3723.814209
	Iteration 22Q: 3 clusters Score -197917.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -197923.390625 Penalty: 3723.814209
	Iteration 23Q: 3 clusters Score -197923.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -197926.312500 Penalty: 3723.814209
	Iteration 24Q: 3 clusters Score -197926.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -197928.062500 Penalty: 3723.814209
	Iteration 25Q: 3 clusters Score -197928.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -197929.390625 Penalty: 3723.814209
	Iteration 26Q: 3 clusters Score -197929.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197930.062500 Penalty: 3723.814209
	Iteration 27Q: 3 clusters Score -197930.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -197931.515625 Penalty: 3723.814209
	Iteration 28Q: 3 clusters Score -197931.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -197932.734375 Penalty: 3723.814209
	Iteration 29Q: 3 clusters Score -197932.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -197935.875000 Penalty: 3723.814209
	Iteration 30Q: 3 clusters Score -197935.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -197937.015625 Penalty: 3723.814209
	Iteration 31Q: 3 clusters Score -197937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -197938.093750 Penalty: 3723.814209
	Iteration 32Q: 3 clusters Score -197938.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -197938.093750 Penalty: 3723.814209
	Iteration 33F: 3 clusters Score -197938.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (302455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302455 members 
Entering Unmasked Estep 
Score: -35554684.000000 Penalty: 3129.682617
	Iteration 0F: 2 clusters Score -3.555468e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151149 members 
Mstep: Class 2 contains 151306 members 
Entering Unmasked Estep 
Score: -35359464.000000 Penalty: 6259.365234
	Iteration 0F: 3 clusters Score -3.535946e+07 nChanged 146192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150877 members 
Mstep: Class 2 contains 151578 members 
Entering Unmasked Estep 
Score: -35445484.000000 Penalty: 6259.365234
	Iteration 1F: 3 clusters Score -3.544548e+07 nChanged 6751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150762 members 
Mstep: Class 2 contains 151693 members 
Entering Unmasked Estep 
Score: -35446644.000000 Penalty: 6259.365234
	Iteration 2Q: 3 clusters Score -3.544664e+07 nChanged 6867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150521 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -35447836.000000 Penalty: 6259.365234
	Iteration 3Q: 3 clusters Score -3.544784e+07 nChanged 7436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149983 members 
Mstep: Class 2 contains 152472 members 
Entering Unmasked Estep 
Score: -35449040.000000 Penalty: 6259.365234
	Iteration 4Q: 3 clusters Score -3.544904e+07 nChanged 7831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149036 members 
Mstep: Class 2 contains 153419 members 
Entering Unmasked Estep 
Score: -35450788.000000 Penalty: 6259.365234
	Iteration 5Q: 3 clusters Score -3.545079e+07 nChanged 8285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147309 members 
Mstep: Class 2 contains 155146 members 
Entering Unmasked Estep 
Score: -35452780.000000 Penalty: 6259.365234
	Iteration 6Q: 3 clusters Score -3.545278e+07 nChanged 9115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144418 members 
Mstep: Class 2 contains 158037 members 
Entering Unmasked Estep 
Score: -35455564.000000 Penalty: 6259.365234
	Iteration 7Q: 3 clusters Score -3.545556e+07 nChanged 10132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139774 members 
Mstep: Class 2 contains 162681 members 
Entering Unmasked Estep 
Score: -35458864.000000 Penalty: 6259.365234
	Iteration 8Q: 3 clusters Score -3.545886e+07 nChanged 12045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132517 members 
Mstep: Class 2 contains 169938 members 
Entering Unmasked Estep 
Score: -35463076.000000 Penalty: 6259.365234
	Iteration 9Q: 3 clusters Score -3.546308e+07 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121706 members 
Mstep: Class 2 contains 180749 members 
Entering Unmasked Estep 
Score: -35470020.000000 Penalty: 6259.365234
	Iteration 10Q: 3 clusters Score -3.547002e+07 nChanged 18313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106863 members 
Mstep: Class 2 contains 195592 members 
Entering Unmasked Estep 
Score: -35481636.000000 Penalty: 6259.365234
	Iteration 11F: 3 clusters Score -3.548164e+07 nChanged 21130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89187 members 
Mstep: Class 2 contains 213268 members 
Entering Unmasked Estep 
Score: -35497944.000000 Penalty: 6259.365234
	Iteration 12F: 3 clusters Score -3.549794e+07 nChanged 20776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72725 members 
Mstep: Class 2 contains 229730 members 
Entering Unmasked Estep 
Score: -35517904.000000 Penalty: 6259.365234
	Iteration 13F: 3 clusters Score -3.55179e+07 nChanged 16867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61424 members 
Mstep: Class 2 contains 241031 members 
Entering Unmasked Estep 
Score: -35535368.000000 Penalty: 6259.365234
	Iteration 14F: 3 clusters Score -3.553537e+07 nChanged 11543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 247104 members 
Entering Unmasked Estep 
Score: -35545460.000000 Penalty: 6259.365234
	Iteration 15Q: 3 clusters Score -3.554546e+07 nChanged 6892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51321 members 
Mstep: Class 2 contains 251134 members 
Entering Unmasked Estep 
Score: -35549632.000000 Penalty: 6259.365234
	Iteration 16Q: 3 clusters Score -3.554963e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47757 members 
Mstep: Class 2 contains 254698 members 
Entering Unmasked Estep 
Score: -35551984.000000 Penalty: 6259.365234
	Iteration 17Q: 3 clusters Score -3.555198e+07 nChanged 3771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44602 members 
Mstep: Class 2 contains 257853 members 
Entering Unmasked Estep 
Score: -35553472.000000 Penalty: 6259.365234
	Iteration 18Q: 3 clusters Score -3.555347e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41849 members 
Mstep: Class 2 contains 260606 members 
Entering Unmasked Estep 
Score: -35554480.000000 Penalty: 6259.365234
	Iteration 19Q: 3 clusters Score -3.555448e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39336 members 
Mstep: Class 2 contains 263119 members 
Entering Unmasked Estep 
Score: -35555332.000000 Penalty: 6259.365234
	Iteration 20F: 3 clusters Score -3.555533e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37086 members 
Mstep: Class 2 contains 265369 members 
Entering Unmasked Estep 
Score: -35555792.000000 Penalty: 6259.365234
	Iteration 21Q: 3 clusters Score -3.555579e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34986 members 
Mstep: Class 2 contains 267469 members 
Entering Unmasked Estep 
Score: -35556292.000000 Penalty: 6259.365234
	Iteration 22Q: 3 clusters Score -3.555629e+07 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33059 members 
Mstep: Class 2 contains 269396 members 
Entering Unmasked Estep 
Score: -35556728.000000 Penalty: 6259.365234
	Iteration 23Q: 3 clusters Score -3.555673e+07 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 271188 members 
Entering Unmasked Estep 
Score: -35556992.000000 Penalty: 6259.365234
	Iteration 24Q: 3 clusters Score -3.555699e+07 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 272770 members 
Entering Unmasked Estep 
Score: -35557144.000000 Penalty: 6259.365234
	Iteration 25Q: 3 clusters Score -3.555714e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28223 members 
Mstep: Class 2 contains 274232 members 
Entering Unmasked Estep 
Score: -35557140.000000 Penalty: 6259.365234
	Iteration 26Q: 3 clusters Score -3.555714e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26902 members 
Mstep: Class 2 contains 275553 members 
Entering Unmasked Estep 
Score: -35557276.000000 Penalty: 6259.365234
	Iteration 27Q: 3 clusters Score -3.555728e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 276778 members 
Entering Unmasked Estep 
Score: -35557288.000000 Penalty: 6259.365234
	Iteration 28Q: 3 clusters Score -3.555729e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 277932 members 
Entering Unmasked Estep 
Score: -35557404.000000 Penalty: 6259.365234
	Iteration 29Q: 3 clusters Score -3.55574e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 279044 members 
Entering Unmasked Estep 
Score: -35557504.000000 Penalty: 6259.365234
	Iteration 30Q: 3 clusters Score -3.55575e+07 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 280070 members 
Entering Unmasked Estep 
Score: -35557556.000000 Penalty: 6259.365234
	Iteration 31Q: 3 clusters Score -3.555756e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 280982 members 
Entering Unmasked Estep 
Score: -35557620.000000 Penalty: 6259.365234
	Iteration 32Q: 3 clusters Score -3.555762e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20591 members 
Mstep: Class 2 contains 281864 members 
Entering Unmasked Estep 
Score: -35557576.000000 Penalty: 6259.365234
	Iteration 33Q: 3 clusters Score -3.555758e+07 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 282730 members 
Entering Unmasked Estep 
Score: -35557644.000000 Penalty: 6259.365234
	Iteration 34Q: 3 clusters Score -3.555764e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 283537 members 
Entering Unmasked Estep 
Score: -35557776.000000 Penalty: 6259.365234
	Iteration 35Q: 3 clusters Score -3.555778e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 284303 members 
Entering Unmasked Estep 
Score: -35557812.000000 Penalty: 6259.365234
	Iteration 36Q: 3 clusters Score -3.555781e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 285010 members 
Entering Unmasked Estep 
Score: -35557844.000000 Penalty: 6259.365234
	Iteration 37Q: 3 clusters Score -3.555784e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16839 members 
Mstep: Class 2 contains 285616 members 
Entering Unmasked Estep 
Score: -35557812.000000 Penalty: 6259.365234
	Iteration 38Q: 3 clusters Score -3.555781e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 286225 members 
Entering Unmasked Estep 
Score: -35557876.000000 Penalty: 6259.365234
	Iteration 39Q: 3 clusters Score -3.555788e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15669 members 
Mstep: Class 2 contains 286786 members 
Entering Unmasked Estep 
Score: -35558000.000000 Penalty: 6259.365234
	Iteration 40F: 3 clusters Score -3.5558e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15141 members 
Mstep: Class 2 contains 287314 members 
Entering Unmasked Estep 
Score: -35557956.000000 Penalty: 6259.365234
	Iteration 41Q: 3 clusters Score -3.555796e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14657 members 
Mstep: Class 2 contains 287798 members 
Entering Unmasked Estep 
Score: -35557984.000000 Penalty: 6259.365234
	Iteration 42Q: 3 clusters Score -3.555798e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 288304 members 
Entering Unmasked Estep 
Score: -35558008.000000 Penalty: 6259.365234
	Iteration 43Q: 3 clusters Score -3.555801e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13687 members 
Mstep: Class 2 contains 288768 members 
Entering Unmasked Estep 
Score: -35558008.000000 Penalty: 6259.365234
	Iteration 44Q: 3 clusters Score -3.555801e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 289179 members 
Entering Unmasked Estep 
Score: -35558072.000000 Penalty: 6259.365234
	Iteration 45Q: 3 clusters Score -3.555807e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 289521 members 
Entering Unmasked Estep 
Score: -35558028.000000 Penalty: 6259.365234
	Iteration 46Q: 3 clusters Score -3.555803e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 289842 members 
Entering Unmasked Estep 
Score: -35558068.000000 Penalty: 6259.365234
	Iteration 47Q: 3 clusters Score -3.555807e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 290153 members 
Entering Unmasked Estep 
Score: -35558040.000000 Penalty: 6259.365234
	Iteration 48Q: 3 clusters Score -3.555804e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 290446 members 
Entering Unmasked Estep 
Score: -35558012.000000 Penalty: 6259.365234
	Iteration 49Q: 3 clusters Score -3.555801e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 290688 members 
Entering Unmasked Estep 
Score: -35557996.000000 Penalty: 6259.365234
	Iteration 50Q: 3 clusters Score -3.5558e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11530 members 
Mstep: Class 2 contains 290925 members 
Entering Unmasked Estep 
Score: -35557940.000000 Penalty: 6259.365234
	Iteration 51Q: 3 clusters Score -3.555794e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11294 members 
Mstep: Class 2 contains 291161 members 
Entering Unmasked Estep 
Score: -35557884.000000 Penalty: 6259.365234
	Iteration 52Q: 3 clusters Score -3.555788e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11062 members 
Mstep: Class 2 contains 291393 members 
Entering Unmasked Estep 
Score: -35557856.000000 Penalty: 6259.365234
	Iteration 53Q: 3 clusters Score -3.555786e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10837 members 
Mstep: Class 2 contains 291618 members 
Entering Unmasked Estep 
Score: -35557808.000000 Penalty: 6259.365234
	Iteration 54Q: 3 clusters Score -3.555781e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 291812 members 
Entering Unmasked Estep 
Score: -35557892.000000 Penalty: 6259.365234
	Iteration 55Q: 3 clusters Score -3.555789e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 292002 members 
Entering Unmasked Estep 
Score: -35557832.000000 Penalty: 6259.365234
	Iteration 56Q: 3 clusters Score -3.555783e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 292184 members 
Entering Unmasked Estep 
Score: -35557796.000000 Penalty: 6259.365234
	Iteration 57Q: 3 clusters Score -3.55578e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 292369 members 
Entering Unmasked Estep 
Score: -35557736.000000 Penalty: 6259.365234
	Iteration 58Q: 3 clusters Score -3.555774e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 292543 members 
Entering Unmasked Estep 
Score: -35557672.000000 Penalty: 6259.365234
	Iteration 59Q: 3 clusters Score -3.555767e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 292720 members 
Entering Unmasked Estep 
Score: -35557624.000000 Penalty: 6259.365234
	Iteration 60F: 3 clusters Score -3.555762e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 292880 members 
Entering Unmasked Estep 
Score: -35557576.000000 Penalty: 6259.365234
	Iteration 61Q: 3 clusters Score -3.555758e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9418 members 
Mstep: Class 2 contains 293037 members 
Entering Unmasked Estep 
Score: -35557512.000000 Penalty: 6259.365234
	Iteration 62Q: 3 clusters Score -3.555751e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 293186 members 
Entering Unmasked Estep 
Score: -35557488.000000 Penalty: 6259.365234
	Iteration 63Q: 3 clusters Score -3.555749e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 293343 members 
Entering Unmasked Estep 
Score: -35557460.000000 Penalty: 6259.365234
	Iteration 64Q: 3 clusters Score -3.555746e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 293482 members 
Entering Unmasked Estep 
Score: -35557428.000000 Penalty: 6259.365234
	Iteration 65Q: 3 clusters Score -3.555743e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 293611 members 
Entering Unmasked Estep 
Score: -35557376.000000 Penalty: 6259.365234
	Iteration 66Q: 3 clusters Score -3.555738e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 293738 members 
Entering Unmasked Estep 
Score: -35557320.000000 Penalty: 6259.365234
	Iteration 67Q: 3 clusters Score -3.555732e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 293879 members 
Entering Unmasked Estep 
Score: -35557272.000000 Penalty: 6259.365234
	Iteration 68Q: 3 clusters Score -3.555727e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 294011 members 
Entering Unmasked Estep 
Score: -35557228.000000 Penalty: 6259.365234
	Iteration 69Q: 3 clusters Score -3.555723e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 294163 members 
Entering Unmasked Estep 
Score: -35557204.000000 Penalty: 6259.365234
	Iteration 70Q: 3 clusters Score -3.55572e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 294313 members 
Entering Unmasked Estep 
Score: -35557068.000000 Penalty: 6259.365234
	Iteration 71Q: 3 clusters Score -3.555707e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 294454 members 
Entering Unmasked Estep 
Score: -35557084.000000 Penalty: 6259.365234
	Iteration 72Q: 3 clusters Score -3.555708e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7883 members 
Mstep: Class 2 contains 294572 members 
Entering Unmasked Estep 
Score: -35557120.000000 Penalty: 6259.365234
	Iteration 73Q: 3 clusters Score -3.555712e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 294687 members 
Entering Unmasked Estep 
Score: -35557092.000000 Penalty: 6259.365234
	Iteration 74Q: 3 clusters Score -3.555709e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 294781 members 
Entering Unmasked Estep 
Score: -35557036.000000 Penalty: 6259.365234
	Iteration 75Q: 3 clusters Score -3.555704e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 294868 members 
Entering Unmasked Estep 
Score: -35556988.000000 Penalty: 6259.365234
	Iteration 76Q: 3 clusters Score -3.555699e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 294950 members 
Entering Unmasked Estep 
Score: -35556956.000000 Penalty: 6259.365234
	Iteration 77Q: 3 clusters Score -3.555696e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 295022 members 
Entering Unmasked Estep 
Score: -35556928.000000 Penalty: 6259.365234
	Iteration 78Q: 3 clusters Score -3.555693e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7369 members 
Mstep: Class 2 contains 295086 members 
Entering Unmasked Estep 
Score: -35556924.000000 Penalty: 6259.365234
	Iteration 79Q: 3 clusters Score -3.555692e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 295148 members 
Entering Unmasked Estep 
Score: -35556924.000000 Penalty: 6259.365234
	Iteration 80F: 3 clusters Score -3.555692e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 295201 members 
Entering Unmasked Estep 
Score: -35556860.000000 Penalty: 6259.365234
	Iteration 81Q: 3 clusters Score -3.555686e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 295244 members 
Entering Unmasked Estep 
Score: -35556860.000000 Penalty: 6259.365234
	Iteration 82Q: 3 clusters Score -3.555686e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 295302 members 
Entering Unmasked Estep 
Score: -35556832.000000 Penalty: 6259.365234
	Iteration 83Q: 3 clusters Score -3.555683e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 295349 members 
Entering Unmasked Estep 
Score: -35556848.000000 Penalty: 6259.365234
	Iteration 84Q: 3 clusters Score -3.555685e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 295393 members 
Entering Unmasked Estep 
Score: -35556852.000000 Penalty: 6259.365234
	Iteration 85Q: 3 clusters Score -3.555685e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 295442 members 
Entering Unmasked Estep 
Score: -35556836.000000 Penalty: 6259.365234
	Iteration 86Q: 3 clusters Score -3.555684e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 295495 members 
Entering Unmasked Estep 
Score: -35556824.000000 Penalty: 6259.365234
	Iteration 87Q: 3 clusters Score -3.555682e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 295553 members 
Entering Unmasked Estep 
Score: -35556784.000000 Penalty: 6259.365234
	Iteration 88Q: 3 clusters Score -3.555678e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 295608 members 
Entering Unmasked Estep 
Score: -35556772.000000 Penalty: 6259.365234
	Iteration 89Q: 3 clusters Score -3.555677e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 295672 members 
Entering Unmasked Estep 
Score: -35556676.000000 Penalty: 6259.365234
	Iteration 90Q: 3 clusters Score -3.555668e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 295733 members 
Entering Unmasked Estep 
Score: -35556704.000000 Penalty: 6259.365234
	Iteration 91Q: 3 clusters Score -3.55567e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 295783 members 
Entering Unmasked Estep 
Score: -35556656.000000 Penalty: 6259.365234
	Iteration 92Q: 3 clusters Score -3.555666e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6620 members 
Mstep: Class 2 contains 295835 members 
Entering Unmasked Estep 
Score: -35556696.000000 Penalty: 6259.365234
	Iteration 93Q: 3 clusters Score -3.55567e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 295890 members 
Entering Unmasked Estep 
Score: -35556660.000000 Penalty: 6259.365234
	Iteration 94Q: 3 clusters Score -3.555666e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 295953 members 
Entering Unmasked Estep 
Score: -35556608.000000 Penalty: 6259.365234
	Iteration 95Q: 3 clusters Score -3.555661e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6432 members 
Mstep: Class 2 contains 296023 members 
Entering Unmasked Estep 
Score: -35556576.000000 Penalty: 6259.365234
	Iteration 96Q: 3 clusters Score -3.555658e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 296070 members 
Entering Unmasked Estep 
Score: -35556584.000000 Penalty: 6259.365234
	Iteration 97Q: 3 clusters Score -3.555658e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 296128 members 
Entering Unmasked Estep 
Score: -35556548.000000 Penalty: 6259.365234
	Iteration 98Q: 3 clusters Score -3.555655e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 296175 members 
Entering Unmasked Estep 
Score: -35556504.000000 Penalty: 6259.365234
	Iteration 99Q: 3 clusters Score -3.55565e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 296226 members 
Entering Unmasked Estep 
Score: -35556520.000000 Penalty: 6259.365234
	Iteration 100F: 3 clusters Score -3.555652e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 296276 members 
Entering Unmasked Estep 
Score: -35556500.000000 Penalty: 6259.365234
	Iteration 101Q: 3 clusters Score -3.55565e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 296316 members 
Entering Unmasked Estep 
Score: -35556456.000000 Penalty: 6259.365234
	Iteration 102Q: 3 clusters Score -3.555646e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 296364 members 
Entering Unmasked Estep 
Score: -35556436.000000 Penalty: 6259.365234
	Iteration 103Q: 3 clusters Score -3.555644e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 296410 members 
Entering Unmasked Estep 
Score: -35556444.000000 Penalty: 6259.365234
	Iteration 104Q: 3 clusters Score -3.555644e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6000 members 
Mstep: Class 2 contains 296455 members 
Entering Unmasked Estep 
Score: -35556428.000000 Penalty: 6259.365234
	Iteration 105Q: 3 clusters Score -3.555643e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 296495 members 
Entering Unmasked Estep 
Score: -35556412.000000 Penalty: 6259.365234
	Iteration 106Q: 3 clusters Score -3.555641e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5918 members 
Mstep: Class 2 contains 296537 members 
Entering Unmasked Estep 
Score: -35556348.000000 Penalty: 6259.365234
	Iteration 107Q: 3 clusters Score -3.555635e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 296588 members 
Entering Unmasked Estep 
Score: -35556324.000000 Penalty: 6259.365234
	Iteration 108Q: 3 clusters Score -3.555632e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 296635 members 
Entering Unmasked Estep 
Score: -35556264.000000 Penalty: 6259.365234
	Iteration 109Q: 3 clusters Score -3.555626e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 296675 members 
Entering Unmasked Estep 
Score: -35556236.000000 Penalty: 6259.365234
	Iteration 110Q: 3 clusters Score -3.555624e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 296719 members 
Entering Unmasked Estep 
Score: -35556196.000000 Penalty: 6259.365234
	Iteration 111Q: 3 clusters Score -3.55562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 296752 members 
Entering Unmasked Estep 
Score: -35556208.000000 Penalty: 6259.365234
	Iteration 112Q: 3 clusters Score -3.555621e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 296780 members 
Entering Unmasked Estep 
Score: -35556180.000000 Penalty: 6259.365234
	Iteration 113Q: 3 clusters Score -3.555618e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 296819 members 
Entering Unmasked Estep 
Score: -35556152.000000 Penalty: 6259.365234
	Iteration 114Q: 3 clusters Score -3.555615e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 296849 members 
Entering Unmasked Estep 
Score: -35556140.000000 Penalty: 6259.365234
	Iteration 115Q: 3 clusters Score -3.555614e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 296877 members 
Entering Unmasked Estep 
Score: -35556176.000000 Penalty: 6259.365234
	Iteration 116Q: 3 clusters Score -3.555618e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 296898 members 
Entering Unmasked Estep 
Score: -35556156.000000 Penalty: 6259.365234
	Iteration 117Q: 3 clusters Score -3.555616e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 296923 members 
Entering Unmasked Estep 
Score: -35556204.000000 Penalty: 6259.365234
	Iteration 118Q: 3 clusters Score -3.55562e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 296956 members 
Entering Unmasked Estep 
Score: -35556188.000000 Penalty: 6259.365234
	Iteration 119Q: 3 clusters Score -3.555619e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 296986 members 
Entering Unmasked Estep 
Score: -35556180.000000 Penalty: 6259.365234
	Iteration 120F: 3 clusters Score -3.555618e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 297019 members 
Entering Unmasked Estep 
Score: -35556204.000000 Penalty: 6259.365234
	Iteration 121Q: 3 clusters Score -3.55562e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 297052 members 
Entering Unmasked Estep 
Score: -35556172.000000 Penalty: 6259.365234
	Iteration 122Q: 3 clusters Score -3.555617e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 297079 members 
Entering Unmasked Estep 
Score: -35556140.000000 Penalty: 6259.365234
	Iteration 123Q: 3 clusters Score -3.555614e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 297112 members 
Entering Unmasked Estep 
Score: -35556152.000000 Penalty: 6259.365234
	Iteration 124Q: 3 clusters Score -3.555615e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 297137 members 
Entering Unmasked Estep 
Score: -35556112.000000 Penalty: 6259.365234
	Iteration 125Q: 3 clusters Score -3.555611e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 297157 members 
Entering Unmasked Estep 
Score: -35556108.000000 Penalty: 6259.365234
	Iteration 126Q: 3 clusters Score -3.555611e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 297174 members 
Entering Unmasked Estep 
Score: -35556116.000000 Penalty: 6259.365234
	Iteration 127Q: 3 clusters Score -3.555612e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 297192 members 
Entering Unmasked Estep 
Score: -35556092.000000 Penalty: 6259.365234
	Iteration 128Q: 3 clusters Score -3.555609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 297209 members 
Entering Unmasked Estep 
Score: -35556096.000000 Penalty: 6259.365234
	Iteration 129Q: 3 clusters Score -3.55561e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 297225 members 
Entering Unmasked Estep 
Score: -35556072.000000 Penalty: 6259.365234
	Iteration 130Q: 3 clusters Score -3.555607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 297245 members 
Entering Unmasked Estep 
Score: -35556076.000000 Penalty: 6259.365234
	Iteration 131Q: 3 clusters Score -3.555608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 297260 members 
Entering Unmasked Estep 
Score: -35556044.000000 Penalty: 6259.365234
	Iteration 132Q: 3 clusters Score -3.555604e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 297267 members 
Entering Unmasked Estep 
Score: -35556060.000000 Penalty: 6259.365234
	Iteration 133Q: 3 clusters Score -3.555606e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 297277 members 
Entering Unmasked Estep 
Score: -35556052.000000 Penalty: 6259.365234
	Iteration 134Q: 3 clusters Score -3.555605e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 297290 members 
Entering Unmasked Estep 
Score: -35556076.000000 Penalty: 6259.365234
	Iteration 135Q: 3 clusters Score -3.555608e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 297301 members 
Entering Unmasked Estep 
Score: -35556040.000000 Penalty: 6259.365234
	Iteration 136Q: 3 clusters Score -3.555604e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 297312 members 
Entering Unmasked Estep 
Score: -35556064.000000 Penalty: 6259.365234
	Iteration 137Q: 3 clusters Score -3.555606e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 297325 members 
Entering Unmasked Estep 
Score: -35556084.000000 Penalty: 6259.365234
	Iteration 138Q: 3 clusters Score -3.555608e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5115 members 
Mstep: Class 2 contains 297340 members 
Entering Unmasked Estep 
Score: -35556036.000000 Penalty: 6259.365234
	Iteration 139Q: 3 clusters Score -3.555604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 297360 members 
Entering Unmasked Estep 
Score: -35556068.000000 Penalty: 6259.365234
	Iteration 140F: 3 clusters Score -3.555607e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 297380 members 
Entering Unmasked Estep 
Score: -35556044.000000 Penalty: 6259.365234
	Iteration 141Q: 3 clusters Score -3.555604e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 297400 members 
Entering Unmasked Estep 
Score: -35556048.000000 Penalty: 6259.365234
	Iteration 142Q: 3 clusters Score -3.555605e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 297424 members 
Entering Unmasked Estep 
Score: -35556008.000000 Penalty: 6259.365234
	Iteration 143Q: 3 clusters Score -3.555601e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 297440 members 
Entering Unmasked Estep 
Score: -35555992.000000 Penalty: 6259.365234
	Iteration 144Q: 3 clusters Score -3.555599e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 297462 members 
Entering Unmasked Estep 
Score: -35555940.000000 Penalty: 6259.365234
	Iteration 145Q: 3 clusters Score -3.555594e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 297482 members 
Entering Unmasked Estep 
Score: -35555948.000000 Penalty: 6259.365234
	Iteration 146Q: 3 clusters Score -3.555595e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 297502 members 
Entering Unmasked Estep 
Score: -35555968.000000 Penalty: 6259.365234
	Iteration 147Q: 3 clusters Score -3.555597e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 297522 members 
Entering Unmasked Estep 
Score: -35555972.000000 Penalty: 6259.365234
	Iteration 148Q: 3 clusters Score -3.555597e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4914 members 
Mstep: Class 2 contains 297541 members 
Entering Unmasked Estep 
Score: -35555964.000000 Penalty: 6259.365234
	Iteration 149Q: 3 clusters Score -3.555596e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 297559 members 
Entering Unmasked Estep 
Score: -35555960.000000 Penalty: 6259.365234
	Iteration 150Q: 3 clusters Score -3.555596e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 297574 members 
Entering Unmasked Estep 
Score: -35555968.000000 Penalty: 6259.365234
	Iteration 151Q: 3 clusters Score -3.555597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 297585 members 
Entering Unmasked Estep 
Score: -35555976.000000 Penalty: 6259.365234
	Iteration 152Q: 3 clusters Score -3.555598e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 297596 members 
Entering Unmasked Estep 
Score: -35555968.000000 Penalty: 6259.365234
	Iteration 153Q: 3 clusters Score -3.555597e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 297607 members 
Entering Unmasked Estep 
Score: -35555956.000000 Penalty: 6259.365234
	Iteration 154Q: 3 clusters Score -3.555596e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 297615 members 
Entering Unmasked Estep 
Score: -35555936.000000 Penalty: 6259.365234
	Iteration 155Q: 3 clusters Score -3.555594e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 297623 members 
Entering Unmasked Estep 
Score: -35555960.000000 Penalty: 6259.365234
	Iteration 156Q: 3 clusters Score -3.555596e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 297632 members 
Entering Unmasked Estep 
Score: -35555948.000000 Penalty: 6259.365234
	Iteration 157Q: 3 clusters Score -3.555595e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 297640 members 
Entering Unmasked Estep 
Score: -35555928.000000 Penalty: 6259.365234
	Iteration 158Q: 3 clusters Score -3.555593e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 297648 members 
Entering Unmasked Estep 
Score: -35555920.000000 Penalty: 6259.365234
	Iteration 159Q: 3 clusters Score -3.555592e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 297657 members 
Entering Unmasked Estep 
Score: -35555908.000000 Penalty: 6259.365234
	Iteration 160F: 3 clusters Score -3.555591e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 297670 members 
Entering Unmasked Estep 
Score: -35555852.000000 Penalty: 6259.365234
	Iteration 161Q: 3 clusters Score -3.555585e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 297686 members 
Entering Unmasked Estep 
Score: -35555884.000000 Penalty: 6259.365234
	Iteration 162Q: 3 clusters Score -3.555588e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 297701 members 
Entering Unmasked Estep 
Score: -35555872.000000 Penalty: 6259.365234
	Iteration 163Q: 3 clusters Score -3.555587e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 297714 members 
Entering Unmasked Estep 
Score: -35555864.000000 Penalty: 6259.365234
	Iteration 164Q: 3 clusters Score -3.555586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Mstep: Class 2 contains 297729 members 
Entering Unmasked Estep 
Score: -35555860.000000 Penalty: 6259.365234
	Iteration 165Q: 3 clusters Score -3.555586e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 297746 members 
Entering Unmasked Estep 
Score: -35555832.000000 Penalty: 6259.365234
	Iteration 166Q: 3 clusters Score -3.555583e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 297755 members 
Entering Unmasked Estep 
Score: -35555804.000000 Penalty: 6259.365234
	Iteration 167Q: 3 clusters Score -3.55558e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 297761 members 
Entering Unmasked Estep 
Score: -35555808.000000 Penalty: 6259.365234
	Iteration 168Q: 3 clusters Score -3.555581e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 297773 members 
Entering Unmasked Estep 
Score: -35555764.000000 Penalty: 6259.365234
	Iteration 169Q: 3 clusters Score -3.555576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 297783 members 
Entering Unmasked Estep 
Score: -35555760.000000 Penalty: 6259.365234
	Iteration 170Q: 3 clusters Score -3.555576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 297793 members 
Entering Unmasked Estep 
Score: -35555752.000000 Penalty: 6259.365234
	Iteration 171Q: 3 clusters Score -3.555575e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 297802 members 
Entering Unmasked Estep 
Score: -35555724.000000 Penalty: 6259.365234
	Iteration 172Q: 3 clusters Score -3.555572e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 297808 members 
Entering Unmasked Estep 
Score: -35555740.000000 Penalty: 6259.365234
	Iteration 173Q: 3 clusters Score -3.555574e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 297813 members 
Entering Unmasked Estep 
Score: -35555732.000000 Penalty: 6259.365234
	Iteration 174Q: 3 clusters Score -3.555573e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 297820 members 
Entering Unmasked Estep 
Score: -35555716.000000 Penalty: 6259.365234
	Iteration 175Q: 3 clusters Score -3.555572e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 297824 members 
Entering Unmasked Estep 
Score: -35555716.000000 Penalty: 6259.365234
	Iteration 176Q: 3 clusters Score -3.555572e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 297831 members 
Entering Unmasked Estep 
Score: -35555700.000000 Penalty: 6259.365234
	Iteration 177Q: 3 clusters Score -3.55557e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 297836 members 
Entering Unmasked Estep 
Score: -35555692.000000 Penalty: 6259.365234
	Iteration 178Q: 3 clusters Score -3.555569e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 297843 members 
Entering Unmasked Estep 
Score: -35555724.000000 Penalty: 6259.365234
	Iteration 179Q: 3 clusters Score -3.555572e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 297852 members 
Entering Unmasked Estep 
Score: -35555700.000000 Penalty: 6259.365234
	Iteration 180F: 3 clusters Score -3.55557e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 297862 members 
Entering Unmasked Estep 
Score: -35555664.000000 Penalty: 6259.365234
	Iteration 181Q: 3 clusters Score -3.555566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4584 members 
Mstep: Class 2 contains 297871 members 
Entering Unmasked Estep 
Score: -35555660.000000 Penalty: 6259.365234
	Iteration 182Q: 3 clusters Score -3.555566e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 297882 members 
Entering Unmasked Estep 
Score: -35555616.000000 Penalty: 6259.365234
	Iteration 183Q: 3 clusters Score -3.555562e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 297894 members 
Entering Unmasked Estep 
Score: -35555608.000000 Penalty: 6259.365234
	Iteration 184Q: 3 clusters Score -3.555561e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 297910 members 
Entering Unmasked Estep 
Score: -35555612.000000 Penalty: 6259.365234
	Iteration 185Q: 3 clusters Score -3.555561e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 297916 members 
Entering Unmasked Estep 
Score: -35555592.000000 Penalty: 6259.365234
	Iteration 186Q: 3 clusters Score -3.555559e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 297924 members 
Entering Unmasked Estep 
Score: -35555620.000000 Penalty: 6259.365234
	Iteration 187Q: 3 clusters Score -3.555562e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 297937 members 
Entering Unmasked Estep 
Score: -35555624.000000 Penalty: 6259.365234
	Iteration 188Q: 3 clusters Score -3.555562e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 297954 members 
Entering Unmasked Estep 
Score: -35555604.000000 Penalty: 6259.365234
	Iteration 189Q: 3 clusters Score -3.55556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 297971 members 
Entering Unmasked Estep 
Score: -35555568.000000 Penalty: 6259.365234
	Iteration 190Q: 3 clusters Score -3.555557e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 297991 members 
Entering Unmasked Estep 
Score: -35555532.000000 Penalty: 6259.365234
	Iteration 191Q: 3 clusters Score -3.555553e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 298016 members 
Entering Unmasked Estep 
Score: -35555556.000000 Penalty: 6259.365234
	Iteration 192Q: 3 clusters Score -3.555556e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 298033 members 
Entering Unmasked Estep 
Score: -35555524.000000 Penalty: 6259.365234
	Iteration 193Q: 3 clusters Score -3.555552e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 298051 members 
Entering Unmasked Estep 
Score: -35555512.000000 Penalty: 6259.365234
	Iteration 194Q: 3 clusters Score -3.555551e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 298073 members 
Entering Unmasked Estep 
Score: -35555472.000000 Penalty: 6259.365234
	Iteration 195Q: 3 clusters Score -3.555547e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 298096 members 
Entering Unmasked Estep 
Score: -35555448.000000 Penalty: 6259.365234
	Iteration 196Q: 3 clusters Score -3.555545e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 298120 members 
Entering Unmasked Estep 
Score: -35555464.000000 Penalty: 6259.365234
	Iteration 197Q: 3 clusters Score -3.555546e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 298149 members 
Entering Unmasked Estep 
Score: -35555428.000000 Penalty: 6259.365234
	Iteration 198Q: 3 clusters Score -3.555543e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 298187 members 
Entering Unmasked Estep 
Score: -35555380.000000 Penalty: 6259.365234
	Iteration 199Q: 3 clusters Score -3.555538e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 298221 members 
Entering Unmasked Estep 
Score: -35555364.000000 Penalty: 6259.365234
	Iteration 200F: 3 clusters Score -3.555536e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 298258 members 
Entering Unmasked Estep 
Score: -35555396.000000 Penalty: 6259.365234
	Iteration 201Q: 3 clusters Score -3.55554e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 298297 members 
Entering Unmasked Estep 
Score: -35555344.000000 Penalty: 6259.365234
	Iteration 202Q: 3 clusters Score -3.555534e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 298338 members 
Entering Unmasked Estep 
Score: -35555264.000000 Penalty: 6259.365234
	Iteration 203Q: 3 clusters Score -3.555526e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 298383 members 
Entering Unmasked Estep 
Score: -35555260.000000 Penalty: 6259.365234
	Iteration 204Q: 3 clusters Score -3.555526e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 298438 members 
Entering Unmasked Estep 
Score: -35555264.000000 Penalty: 6259.365234
	Iteration 205Q: 3 clusters Score -3.555526e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 298500 members 
Entering Unmasked Estep 
Score: -35555196.000000 Penalty: 6259.365234
	Iteration 206Q: 3 clusters Score -3.55552e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 298549 members 
Entering Unmasked Estep 
Score: -35555184.000000 Penalty: 6259.365234
	Iteration 207Q: 3 clusters Score -3.555518e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 298605 members 
Entering Unmasked Estep 
Score: -35555124.000000 Penalty: 6259.365234
	Iteration 208Q: 3 clusters Score -3.555512e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 298668 members 
Entering Unmasked Estep 
Score: -35555060.000000 Penalty: 6259.365234
	Iteration 209Q: 3 clusters Score -3.555506e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 298738 members 
Entering Unmasked Estep 
Score: -35555048.000000 Penalty: 6259.365234
	Iteration 210Q: 3 clusters Score -3.555505e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 298802 members 
Entering Unmasked Estep 
Score: -35555012.000000 Penalty: 6259.365234
	Iteration 211Q: 3 clusters Score -3.555501e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 298868 members 
Entering Unmasked Estep 
Score: -35554960.000000 Penalty: 6259.365234
	Iteration 212Q: 3 clusters Score -3.555496e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 298939 members 
Entering Unmasked Estep 
Score: -35554928.000000 Penalty: 6259.365234
	Iteration 213Q: 3 clusters Score -3.555493e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 299010 members 
Entering Unmasked Estep 
Score: -35554908.000000 Penalty: 6259.365234
	Iteration 214Q: 3 clusters Score -3.555491e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 299072 members 
Entering Unmasked Estep 
Score: -35554868.000000 Penalty: 6259.365234
	Iteration 215Q: 3 clusters Score -3.555487e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 299133 members 
Entering Unmasked Estep 
Score: -35554828.000000 Penalty: 6259.365234
	Iteration 216Q: 3 clusters Score -3.555483e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 299188 members 
Entering Unmasked Estep 
Score: -35554836.000000 Penalty: 6259.365234
	Iteration 217Q: 3 clusters Score -3.555484e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 299227 members 
Entering Unmasked Estep 
Score: -35554804.000000 Penalty: 6259.365234
	Iteration 218Q: 3 clusters Score -3.55548e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 299275 members 
Entering Unmasked Estep 
Score: -35554788.000000 Penalty: 6259.365234
	Iteration 219Q: 3 clusters Score -3.555479e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 299318 members 
Entering Unmasked Estep 
Score: -35554724.000000 Penalty: 6259.365234
	Iteration 220F: 3 clusters Score -3.555472e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 299371 members 
Entering Unmasked Estep 
Score: -35554676.000000 Penalty: 6259.365234
	Iteration 221Q: 3 clusters Score -3.555468e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 299424 members 
Entering Unmasked Estep 
Score: -35554636.000000 Penalty: 6259.365234
	Iteration 222Q: 3 clusters Score -3.555464e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 299485 members 
Entering Unmasked Estep 
Score: -35554556.000000 Penalty: 6259.365234
	Iteration 223Q: 3 clusters Score -3.555456e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 299532 members 
Entering Unmasked Estep 
Score: -35554552.000000 Penalty: 6259.365234
	Iteration 224Q: 3 clusters Score -3.555455e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 299579 members 
Entering Unmasked Estep 
Score: -35554524.000000 Penalty: 6259.365234
	Iteration 225Q: 3 clusters Score -3.555452e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 299620 members 
Entering Unmasked Estep 
Score: -35554508.000000 Penalty: 6259.365234
	Iteration 226Q: 3 clusters Score -3.555451e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2799 members 
Mstep: Class 2 contains 299656 members 
Entering Unmasked Estep 
Score: -35554488.000000 Penalty: 6259.365234
	Iteration 227Q: 3 clusters Score -3.555449e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 299705 members 
Entering Unmasked Estep 
Score: -35554448.000000 Penalty: 6259.365234
	Iteration 228Q: 3 clusters Score -3.555445e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 299741 members 
Entering Unmasked Estep 
Score: -35554408.000000 Penalty: 6259.365234
	Iteration 229Q: 3 clusters Score -3.555441e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 299774 members 
Entering Unmasked Estep 
Score: -35554356.000000 Penalty: 6259.365234
	Iteration 230Q: 3 clusters Score -3.555436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 299803 members 
Entering Unmasked Estep 
Score: -35554328.000000 Penalty: 6259.365234
	Iteration 231Q: 3 clusters Score -3.555433e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 299835 members 
Entering Unmasked Estep 
Score: -35554264.000000 Penalty: 6259.365234
	Iteration 232Q: 3 clusters Score -3.555426e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 299865 members 
Entering Unmasked Estep 
Score: -35554280.000000 Penalty: 6259.365234
	Iteration 233Q: 3 clusters Score -3.555428e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 299896 members 
Entering Unmasked Estep 
Score: -35554264.000000 Penalty: 6259.365234
	Iteration 234Q: 3 clusters Score -3.555426e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 299927 members 
Entering Unmasked Estep 
Score: -35554268.000000 Penalty: 6259.365234
	Iteration 235Q: 3 clusters Score -3.555427e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 299966 members 
Entering Unmasked Estep 
Score: -35554224.000000 Penalty: 6259.365234
	Iteration 236Q: 3 clusters Score -3.555422e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 299997 members 
Entering Unmasked Estep 
Score: -35554200.000000 Penalty: 6259.365234
	Iteration 237Q: 3 clusters Score -3.55542e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 300036 members 
Entering Unmasked Estep 
Score: -35554184.000000 Penalty: 6259.365234
	Iteration 238Q: 3 clusters Score -3.555418e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 300079 members 
Entering Unmasked Estep 
Score: -35554180.000000 Penalty: 6259.365234
	Iteration 239Q: 3 clusters Score -3.555418e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 300120 members 
Entering Unmasked Estep 
Score: -35554108.000000 Penalty: 6259.365234
	Iteration 240F: 3 clusters Score -3.555411e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 300157 members 
Entering Unmasked Estep 
Score: -35554108.000000 Penalty: 6259.365234
	Iteration 241Q: 3 clusters Score -3.555411e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 300193 members 
Entering Unmasked Estep 
Score: -35554092.000000 Penalty: 6259.365234
	Iteration 242Q: 3 clusters Score -3.555409e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 300230 members 
Entering Unmasked Estep 
Score: -35554076.000000 Penalty: 6259.365234
	Iteration 243Q: 3 clusters Score -3.555408e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 300263 members 
Entering Unmasked Estep 
Score: -35554012.000000 Penalty: 6259.365234
	Iteration 244Q: 3 clusters Score -3.555401e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 300291 members 
Entering Unmasked Estep 
Score: -35554004.000000 Penalty: 6259.365234
	Iteration 245Q: 3 clusters Score -3.5554e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 300316 members 
Entering Unmasked Estep 
Score: -35553956.000000 Penalty: 6259.365234
	Iteration 246Q: 3 clusters Score -3.555396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 300328 members 
Entering Unmasked Estep 
Score: -35553944.000000 Penalty: 6259.365234
	Iteration 247Q: 3 clusters Score -3.555394e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 300346 members 
Entering Unmasked Estep 
Score: -35553932.000000 Penalty: 6259.365234
	Iteration 248Q: 3 clusters Score -3.555393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 300362 members 
Entering Unmasked Estep 
Score: -35553888.000000 Penalty: 6259.365234
	Iteration 249Q: 3 clusters Score -3.555389e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 300374 members 
Entering Unmasked Estep 
Score: -35553880.000000 Penalty: 6259.365234
	Iteration 250Q: 3 clusters Score -3.555388e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 300382 members 
Entering Unmasked Estep 
Score: -35553868.000000 Penalty: 6259.365234
	Iteration 251Q: 3 clusters Score -3.555387e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 300392 members 
Entering Unmasked Estep 
Score: -35553852.000000 Penalty: 6259.365234
	Iteration 252Q: 3 clusters Score -3.555385e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 300405 members 
Entering Unmasked Estep 
Score: -35553852.000000 Penalty: 6259.365234
	Iteration 253Q: 3 clusters Score -3.555385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 300424 members 
Entering Unmasked Estep 
Score: -35553852.000000 Penalty: 6259.365234
	Iteration 254Q: 3 clusters Score -3.555385e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 300448 members 
Entering Unmasked Estep 
Score: -35553856.000000 Penalty: 6259.365234
	Iteration 255Q: 3 clusters Score -3.555386e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 300467 members 
Entering Unmasked Estep 
Score: -35553824.000000 Penalty: 6259.365234
	Iteration 256Q: 3 clusters Score -3.555382e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 300493 members 
Entering Unmasked Estep 
Score: -35553816.000000 Penalty: 6259.365234
	Iteration 257Q: 3 clusters Score -3.555382e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 300517 members 
Entering Unmasked Estep 
Score: -35553800.000000 Penalty: 6259.365234
	Iteration 258Q: 3 clusters Score -3.55538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 300543 members 
Entering Unmasked Estep 
Score: -35553772.000000 Penalty: 6259.365234
	Iteration 259Q: 3 clusters Score -3.555377e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 300572 members 
Entering Unmasked Estep 
Score: -35553744.000000 Penalty: 6259.365234
	Iteration 260F: 3 clusters Score -3.555374e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 300604 members 
Entering Unmasked Estep 
Score: -35553744.000000 Penalty: 6259.365234
	Iteration 261Q: 3 clusters Score -3.555374e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 300636 members 
Entering Unmasked Estep 
Score: -35553764.000000 Penalty: 6259.365234
	Iteration 262Q: 3 clusters Score -3.555376e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 300664 members 
Entering Unmasked Estep 
Score: -35553736.000000 Penalty: 6259.365234
	Iteration 263Q: 3 clusters Score -3.555374e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 300688 members 
Entering Unmasked Estep 
Score: -35553748.000000 Penalty: 6259.365234
	Iteration 264Q: 3 clusters Score -3.555375e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 300705 members 
Entering Unmasked Estep 
Score: -35553752.000000 Penalty: 6259.365234
	Iteration 265Q: 3 clusters Score -3.555375e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 300727 members 
Entering Unmasked Estep 
Score: -35553732.000000 Penalty: 6259.365234
	Iteration 266Q: 3 clusters Score -3.555373e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 300752 members 
Entering Unmasked Estep 
Score: -35553688.000000 Penalty: 6259.365234
	Iteration 267Q: 3 clusters Score -3.555369e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 300767 members 
Entering Unmasked Estep 
Score: -35553656.000000 Penalty: 6259.365234
	Iteration 268Q: 3 clusters Score -3.555366e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 300789 members 
Entering Unmasked Estep 
Score: -35553660.000000 Penalty: 6259.365234
	Iteration 269Q: 3 clusters Score -3.555366e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 300807 members 
Entering Unmasked Estep 
Score: -35553656.000000 Penalty: 6259.365234
	Iteration 270Q: 3 clusters Score -3.555366e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 300820 members 
Entering Unmasked Estep 
Score: -35553636.000000 Penalty: 6259.365234
	Iteration 271Q: 3 clusters Score -3.555364e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 300837 members 
Entering Unmasked Estep 
Score: -35553604.000000 Penalty: 6259.365234
	Iteration 272Q: 3 clusters Score -3.55536e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 300852 members 
Entering Unmasked Estep 
Score: -35553580.000000 Penalty: 6259.365234
	Iteration 273Q: 3 clusters Score -3.555358e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 300869 members 
Entering Unmasked Estep 
Score: -35553560.000000 Penalty: 6259.365234
	Iteration 274Q: 3 clusters Score -3.555356e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 300883 members 
Entering Unmasked Estep 
Score: -35553560.000000 Penalty: 6259.365234
	Iteration 275Q: 3 clusters Score -3.555356e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 300891 members 
Entering Unmasked Estep 
Score: -35553536.000000 Penalty: 6259.365234
	Iteration 276Q: 3 clusters Score -3.555354e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 300897 members 
Entering Unmasked Estep 
Score: -35553572.000000 Penalty: 6259.365234
	Iteration 277Q: 3 clusters Score -3.555357e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 300903 members 
Entering Unmasked Estep 
Score: -35553544.000000 Penalty: 6259.365234
	Iteration 278Q: 3 clusters Score -3.555354e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 300907 members 
Entering Unmasked Estep 
Score: -35553528.000000 Penalty: 6259.365234
	Iteration 279Q: 3 clusters Score -3.555353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 300908 members 
Entering Unmasked Estep 
Score: -35553524.000000 Penalty: 6259.365234
	Iteration 280F: 3 clusters Score -3.555352e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Entering Unmasked Estep 
Score: -1334355.375000 Penalty: 2327.908447
	Iteration 0F: 2 clusters Score -1334355 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -1325375.000000 Penalty: 4655.816895
	Iteration 0F: 3 clusters Score -1325375 nChanged 5074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -1328021.250000 Penalty: 4655.816895
	Iteration 1F: 3 clusters Score -1328021 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1328363.750000 Penalty: 4655.816895
	Iteration 2F: 3 clusters Score -1328364 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -1328625.250000 Penalty: 4655.816895
	Iteration 3F: 3 clusters Score -1328625 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1328875.000000 Penalty: 4655.816895
	Iteration 4Q: 3 clusters Score -1328875 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -1329140.375000 Penalty: 4655.816895
	Iteration 5Q: 3 clusters Score -1329140 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 5840 members 
Entering Unmasked Estep 
Score: -1329444.625000 Penalty: 4655.816895
	Iteration 6Q: 3 clusters Score -1329445 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6204 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1329769.125000 Penalty: 4655.816895
	Iteration 7Q: 3 clusters Score -1329769 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1330076.500000 Penalty: 4655.816895
	Iteration 8Q: 3 clusters Score -1330076 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -1330351.375000 Penalty: 4655.816895
	Iteration 9Q: 3 clusters Score -1330351 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1330607.000000 Penalty: 4655.816895
	Iteration 10Q: 3 clusters Score -1330607 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -1330817.125000 Penalty: 4655.816895
	Iteration 11Q: 3 clusters Score -1330817 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -1330981.375000 Penalty: 4655.816895
	Iteration 12Q: 3 clusters Score -1330981 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -1331108.625000 Penalty: 4655.816895
	Iteration 13Q: 3 clusters Score -1331109 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -1331250.875000 Penalty: 4655.816895
	Iteration 14Q: 3 clusters Score -1331251 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 4230 members 
Entering Unmasked Estep 
Score: -1331358.375000 Penalty: 4655.816895
	Iteration 15Q: 3 clusters Score -1331358 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1331464.750000 Penalty: 4655.816895
	Iteration 16Q: 3 clusters Score -1331465 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -1331558.500000 Penalty: 4655.816895
	Iteration 17Q: 3 clusters Score -1331558 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -1331656.375000 Penalty: 4655.816895
	Iteration 18Q: 3 clusters Score -1331656 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1331754.625000 Penalty: 4655.816895
	Iteration 19Q: 3 clusters Score -1331755 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8514 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1331852.750000 Penalty: 4655.816895
	Iteration 20F: 3 clusters Score -1331853 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -1331947.750000 Penalty: 4655.816895
	Iteration 21Q: 3 clusters Score -1331948 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8838 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1332035.500000 Penalty: 4655.816895
	Iteration 22Q: 3 clusters Score -1332036 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1332086.375000 Penalty: 4655.816895
	Iteration 23Q: 3 clusters Score -1332086 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -1332135.000000 Penalty: 4655.816895
	Iteration 24Q: 3 clusters Score -1332135 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -1332174.250000 Penalty: 4655.816895
	Iteration 25Q: 3 clusters Score -1332174 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9258 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1332199.500000 Penalty: 4655.816895
	Iteration 26Q: 3 clusters Score -1332200 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1332231.875000 Penalty: 4655.816895
	Iteration 27Q: 3 clusters Score -1332232 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -1332267.000000 Penalty: 4655.816895
	Iteration 28Q: 3 clusters Score -1332267 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -1332306.750000 Penalty: 4655.816895
	Iteration 29Q: 3 clusters Score -1332307 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -1332339.500000 Penalty: 4655.816895
	Iteration 30Q: 3 clusters Score -1332340 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -1332362.000000 Penalty: 4655.816895
	Iteration 31Q: 3 clusters Score -1332362 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9724 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1332385.375000 Penalty: 4655.816895
	Iteration 32Q: 3 clusters Score -1332385 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1332407.000000 Penalty: 4655.816895
	Iteration 33Q: 3 clusters Score -1332407 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1332433.875000 Penalty: 4655.816895
	Iteration 34Q: 3 clusters Score -1332434 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9889 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -1332440.500000 Penalty: 4655.816895
	Iteration 35Q: 3 clusters Score -1332440 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1332455.750000 Penalty: 4655.816895
	Iteration 36Q: 3 clusters Score -1332456 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1332469.125000 Penalty: 4655.816895
	Iteration 37Q: 3 clusters Score -1332469 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9998 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1332477.500000 Penalty: 4655.816895
	Iteration 38Q: 3 clusters Score -1332478 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1332484.250000 Penalty: 4655.816895
	Iteration 39Q: 3 clusters Score -1332484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10042 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1332487.625000 Penalty: 4655.816895
	Iteration 40F: 3 clusters Score -1332488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1332493.625000 Penalty: 4655.816895
	Iteration 41Q: 3 clusters Score -1332494 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1332496.875000 Penalty: 4655.816895
	Iteration 42Q: 3 clusters Score -1332497 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10093 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1332505.500000 Penalty: 4655.816895
	Iteration 43Q: 3 clusters Score -1332506 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10113 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1332511.375000 Penalty: 4655.816895
	Iteration 44Q: 3 clusters Score -1332511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -1332510.125000 Penalty: 4655.816895
	Iteration 45Q: 3 clusters Score -1332510 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10137 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -1332512.500000 Penalty: 4655.816895
	Iteration 46Q: 3 clusters Score -1332512 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10146 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1332515.000000 Penalty: 4655.816895
	Iteration 47Q: 3 clusters Score -1332515 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10153 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -1332516.750000 Penalty: 4655.816895
	Iteration 48Q: 3 clusters Score -1332517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1332517.500000 Penalty: 4655.816895
	Iteration 49Q: 3 clusters Score -1332518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1332526.750000 Penalty: 4655.816895
	Iteration 50Q: 3 clusters Score -1332527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -1332524.500000 Penalty: 4655.816895
	Iteration 51Q: 3 clusters Score -1332524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10197 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1332532.500000 Penalty: 4655.816895
	Iteration 52Q: 3 clusters Score -1332532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -1332536.625000 Penalty: 4655.816895
	Iteration 53Q: 3 clusters Score -1332537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1332541.375000 Penalty: 4655.816895
	Iteration 54Q: 3 clusters Score -1332541 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10244 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -1332540.375000 Penalty: 4655.816895
	Iteration 55Q: 3 clusters Score -1332540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1332546.875000 Penalty: 4655.816895
	Iteration 56Q: 3 clusters Score -1332547 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -1332551.875000 Penalty: 4655.816895
	Iteration 57Q: 3 clusters Score -1332552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10280 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1332554.500000 Penalty: 4655.816895
	Iteration 58Q: 3 clusters Score -1332554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1332555.125000 Penalty: 4655.816895
	Iteration 59Q: 3 clusters Score -1332555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1332553.750000 Penalty: 4655.816895
	Iteration 60F: 3 clusters Score -1332554 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1332557.750000 Penalty: 4655.816895
	Iteration 61Q: 3 clusters Score -1332558 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1332562.500000 Penalty: 4655.816895
	Iteration 62Q: 3 clusters Score -1332562 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1332566.125000 Penalty: 4655.816895
	Iteration 63Q: 3 clusters Score -1332566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1332566.750000 Penalty: 4655.816895
	Iteration 64Q: 3 clusters Score -1332567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1332566.875000 Penalty: 4655.816895
	Iteration 65Q: 3 clusters Score -1332567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -1332569.750000 Penalty: 4655.816895
	Iteration 66Q: 3 clusters Score -1332570 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1332569.625000 Penalty: 4655.816895
	Iteration 67Q: 3 clusters Score -1332570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1332569.625000 Penalty: 4655.816895
	Iteration 68Q: 3 clusters Score -1332570 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10357 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1332573.875000 Penalty: 4655.816895
	Iteration 69Q: 3 clusters Score -1332574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -1332577.000000 Penalty: 4655.816895
	Iteration 70Q: 3 clusters Score -1332577 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10366 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1332579.250000 Penalty: 4655.816895
	Iteration 71Q: 3 clusters Score -1332579 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10371 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -1332578.750000 Penalty: 4655.816895
	Iteration 72Q: 3 clusters Score -1332579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1332579.500000 Penalty: 4655.816895
	Iteration 73Q: 3 clusters Score -1332580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1332581.625000 Penalty: 4655.816895
	Iteration 74Q: 3 clusters Score -1332582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -1332581.875000 Penalty: 4655.816895
	Iteration 75Q: 3 clusters Score -1332582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -1332585.000000 Penalty: 4655.816895
	Iteration 76Q: 3 clusters Score -1332585 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -1332590.375000 Penalty: 4655.816895
	Iteration 77Q: 3 clusters Score -1332590 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1332589.250000 Penalty: 4655.816895
	Iteration 78Q: 3 clusters Score -1332589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1332595.375000 Penalty: 4655.816895
	Iteration 79Q: 3 clusters Score -1332595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -1332605.000000 Penalty: 4655.816895
	Iteration 80F: 3 clusters Score -1332605 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1332612.750000 Penalty: 4655.816895
	Iteration 81Q: 3 clusters Score -1332613 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10471 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1332617.750000 Penalty: 4655.816895
	Iteration 82Q: 3 clusters Score -1332618 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -1332622.750000 Penalty: 4655.816895
	Iteration 83Q: 3 clusters Score -1332623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10504 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1332625.625000 Penalty: 4655.816895
	Iteration 84Q: 3 clusters Score -1332626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1332634.000000 Penalty: 4655.816895
	Iteration 85Q: 3 clusters Score -1332634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -1332634.500000 Penalty: 4655.816895
	Iteration 86Q: 3 clusters Score -1332634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1332638.750000 Penalty: 4655.816895
	Iteration 87Q: 3 clusters Score -1332639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10550 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1332640.500000 Penalty: 4655.816895
	Iteration 88Q: 3 clusters Score -1332640 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10560 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -1332644.500000 Penalty: 4655.816895
	Iteration 89Q: 3 clusters Score -1332644 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1332650.000000 Penalty: 4655.816895
	Iteration 90Q: 3 clusters Score -1332650 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10590 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -1332661.250000 Penalty: 4655.816895
	Iteration 91Q: 3 clusters Score -1332661 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1332671.750000 Penalty: 4655.816895
	Iteration 92Q: 3 clusters Score -1332672 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -1332681.250000 Penalty: 4655.816895
	Iteration 93Q: 3 clusters Score -1332681 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1332686.625000 Penalty: 4655.816895
	Iteration 94Q: 3 clusters Score -1332687 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10666 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1332697.250000 Penalty: 4655.816895
	Iteration 95Q: 3 clusters Score -1332697 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1332704.125000 Penalty: 4655.816895
	Iteration 96Q: 3 clusters Score -1332704 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -1332709.875000 Penalty: 4655.816895
	Iteration 97Q: 3 clusters Score -1332710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1332707.625000 Penalty: 4655.816895
	Iteration 98Q: 3 clusters Score -1332708 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10708 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1332712.750000 Penalty: 4655.816895
	Iteration 99Q: 3 clusters Score -1332713 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -1332716.750000 Penalty: 4655.816895
	Iteration 100F: 3 clusters Score -1332717 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -1332721.625000 Penalty: 4655.816895
	Iteration 101Q: 3 clusters Score -1332722 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1332727.625000 Penalty: 4655.816895
	Iteration 102Q: 3 clusters Score -1332728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10755 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1332735.625000 Penalty: 4655.816895
	Iteration 103Q: 3 clusters Score -1332736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1332740.250000 Penalty: 4655.816895
	Iteration 104Q: 3 clusters Score -1332740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1332750.250000 Penalty: 4655.816895
	Iteration 105Q: 3 clusters Score -1332750 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1332761.500000 Penalty: 4655.816895
	Iteration 106Q: 3 clusters Score -1332762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10818 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1332777.625000 Penalty: 4655.816895
	Iteration 107Q: 3 clusters Score -1332778 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1332787.125000 Penalty: 4655.816895
	Iteration 108Q: 3 clusters Score -1332787 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1332794.250000 Penalty: 4655.816895
	Iteration 109Q: 3 clusters Score -1332794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1332795.375000 Penalty: 4655.816895
	Iteration 110Q: 3 clusters Score -1332795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1332796.375000 Penalty: 4655.816895
	Iteration 111Q: 3 clusters Score -1332796 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1332800.875000 Penalty: 4655.816895
	Iteration 112Q: 3 clusters Score -1332801 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1332816.250000 Penalty: 4655.816895
	Iteration 113Q: 3 clusters Score -1332816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1332824.375000 Penalty: 4655.816895
	Iteration 114Q: 3 clusters Score -1332824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1332833.625000 Penalty: 4655.816895
	Iteration 115Q: 3 clusters Score -1332834 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1332841.625000 Penalty: 4655.816895
	Iteration 116Q: 3 clusters Score -1332842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1332847.125000 Penalty: 4655.816895
	Iteration 117Q: 3 clusters Score -1332847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -1332852.125000 Penalty: 4655.816895
	Iteration 118Q: 3 clusters Score -1332852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -1332853.000000 Penalty: 4655.816895
	Iteration 119Q: 3 clusters Score -1332853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1332855.500000 Penalty: 4655.816895
	Iteration 120F: 3 clusters Score -1332856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (200000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200000 members 
Entering Unmasked Estep 
Score: -23674902.000000 Penalty: 3027.105957
	Iteration 0F: 2 clusters Score -2.36749e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100038 members 
Mstep: Class 2 contains 99962 members 
Entering Unmasked Estep 
Score: -23545590.000000 Penalty: 6054.211914
	Iteration 0F: 3 clusters Score -2.354559e+07 nChanged 96325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99359 members 
Mstep: Class 2 contains 100641 members 
Entering Unmasked Estep 
Score: -23601944.000000 Penalty: 6054.211914
	Iteration 1F: 3 clusters Score -2.360194e+07 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99066 members 
Mstep: Class 2 contains 100934 members 
Entering Unmasked Estep 
Score: -23603184.000000 Penalty: 6054.211914
	Iteration 2Q: 3 clusters Score -2.360318e+07 nChanged 6209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98735 members 
Mstep: Class 2 contains 101265 members 
Entering Unmasked Estep 
Score: -23604890.000000 Penalty: 6054.211914
	Iteration 3Q: 3 clusters Score -2.360489e+07 nChanged 6825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98276 members 
Mstep: Class 2 contains 101724 members 
Entering Unmasked Estep 
Score: -23607036.000000 Penalty: 6054.211914
	Iteration 4Q: 3 clusters Score -2.360704e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97915 members 
Mstep: Class 2 contains 102085 members 
Entering Unmasked Estep 
Score: -23609830.000000 Penalty: 6054.211914
	Iteration 5Q: 3 clusters Score -2.360983e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97634 members 
Mstep: Class 2 contains 102366 members 
Entering Unmasked Estep 
Score: -23614246.000000 Penalty: 6054.211914
	Iteration 6Q: 3 clusters Score -2.361425e+07 nChanged 10815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97487 members 
Mstep: Class 2 contains 102513 members 
Entering Unmasked Estep 
Score: -23620684.000000 Penalty: 6054.211914
	Iteration 7F: 3 clusters Score -2.362068e+07 nChanged 12482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97601 members 
Mstep: Class 2 contains 102399 members 
Entering Unmasked Estep 
Score: -23629646.000000 Penalty: 6054.211914
	Iteration 8F: 3 clusters Score -2.362965e+07 nChanged 12984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97697 members 
Mstep: Class 2 contains 102303 members 
Entering Unmasked Estep 
Score: -23638472.000000 Penalty: 6054.211914
	Iteration 9F: 3 clusters Score -2.363847e+07 nChanged 11449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97438 members 
Mstep: Class 2 contains 102562 members 
Entering Unmasked Estep 
Score: -23644832.000000 Penalty: 6054.211914
	Iteration 10F: 3 clusters Score -2.364483e+07 nChanged 7971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96979 members 
Mstep: Class 2 contains 103021 members 
Entering Unmasked Estep 
Score: -23647930.000000 Penalty: 6054.211914
	Iteration 11Q: 3 clusters Score -2.364793e+07 nChanged 4943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96472 members 
Mstep: Class 2 contains 103528 members 
Entering Unmasked Estep 
Score: -23649240.000000 Penalty: 6054.211914
	Iteration 12Q: 3 clusters Score -2.364924e+07 nChanged 3440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95882 members 
Mstep: Class 2 contains 104118 members 
Entering Unmasked Estep 
Score: -23650004.000000 Penalty: 6054.211914
	Iteration 13Q: 3 clusters Score -2.365e+07 nChanged 3057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95159 members 
Mstep: Class 2 contains 104841 members 
Entering Unmasked Estep 
Score: -23650892.000000 Penalty: 6054.211914
	Iteration 14Q: 3 clusters Score -2.365089e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94292 members 
Mstep: Class 2 contains 105708 members 
Entering Unmasked Estep 
Score: -23651836.000000 Penalty: 6054.211914
	Iteration 15Q: 3 clusters Score -2.365184e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93339 members 
Mstep: Class 2 contains 106661 members 
Entering Unmasked Estep 
Score: -23652886.000000 Penalty: 6054.211914
	Iteration 16Q: 3 clusters Score -2.365289e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92207 members 
Mstep: Class 2 contains 107793 members 
Entering Unmasked Estep 
Score: -23654074.000000 Penalty: 6054.211914
	Iteration 17Q: 3 clusters Score -2.365407e+07 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90891 members 
Mstep: Class 2 contains 109109 members 
Entering Unmasked Estep 
Score: -23655278.000000 Penalty: 6054.211914
	Iteration 18Q: 3 clusters Score -2.365528e+07 nChanged 3587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89370 members 
Mstep: Class 2 contains 110630 members 
Entering Unmasked Estep 
Score: -23656512.000000 Penalty: 6054.211914
	Iteration 19Q: 3 clusters Score -2.365651e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87595 members 
Mstep: Class 2 contains 112405 members 
Entering Unmasked Estep 
Score: -23658054.000000 Penalty: 6054.211914
	Iteration 20F: 3 clusters Score -2.365805e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85619 members 
Mstep: Class 2 contains 114381 members 
Entering Unmasked Estep 
Score: -23659726.000000 Penalty: 6054.211914
	Iteration 21Q: 3 clusters Score -2.365973e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83217 members 
Mstep: Class 2 contains 116783 members 
Entering Unmasked Estep 
Score: -23661724.000000 Penalty: 6054.211914
	Iteration 22Q: 3 clusters Score -2.366172e+07 nChanged 3974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80649 members 
Mstep: Class 2 contains 119351 members 
Entering Unmasked Estep 
Score: -23663638.000000 Penalty: 6054.211914
	Iteration 23Q: 3 clusters Score -2.366364e+07 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78031 members 
Mstep: Class 2 contains 121969 members 
Entering Unmasked Estep 
Score: -23665252.000000 Penalty: 6054.211914
	Iteration 24Q: 3 clusters Score -2.366525e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75528 members 
Mstep: Class 2 contains 124472 members 
Entering Unmasked Estep 
Score: -23667032.000000 Penalty: 6054.211914
	Iteration 25Q: 3 clusters Score -2.366703e+07 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73068 members 
Mstep: Class 2 contains 126932 members 
Entering Unmasked Estep 
Score: -23668364.000000 Penalty: 6054.211914
	Iteration 26Q: 3 clusters Score -2.366836e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70687 members 
Mstep: Class 2 contains 129313 members 
Entering Unmasked Estep 
Score: -23669470.000000 Penalty: 6054.211914
	Iteration 27Q: 3 clusters Score -2.366947e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68420 members 
Mstep: Class 2 contains 131580 members 
Entering Unmasked Estep 
Score: -23670276.000000 Penalty: 6054.211914
	Iteration 28Q: 3 clusters Score -2.367028e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66312 members 
Mstep: Class 2 contains 133688 members 
Entering Unmasked Estep 
Score: -23670852.000000 Penalty: 6054.211914
	Iteration 29Q: 3 clusters Score -2.367085e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64349 members 
Mstep: Class 2 contains 135651 members 
Entering Unmasked Estep 
Score: -23671368.000000 Penalty: 6054.211914
	Iteration 30Q: 3 clusters Score -2.367137e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62547 members 
Mstep: Class 2 contains 137453 members 
Entering Unmasked Estep 
Score: -23671854.000000 Penalty: 6054.211914
	Iteration 31Q: 3 clusters Score -2.367185e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60945 members 
Mstep: Class 2 contains 139055 members 
Entering Unmasked Estep 
Score: -23672018.000000 Penalty: 6054.211914
	Iteration 32Q: 3 clusters Score -2.367202e+07 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59455 members 
Mstep: Class 2 contains 140545 members 
Entering Unmasked Estep 
Score: -23672362.000000 Penalty: 6054.211914
	Iteration 33Q: 3 clusters Score -2.367236e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58029 members 
Mstep: Class 2 contains 141971 members 
Entering Unmasked Estep 
Score: -23672708.000000 Penalty: 6054.211914
	Iteration 34Q: 3 clusters Score -2.367271e+07 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56759 members 
Mstep: Class 2 contains 143241 members 
Entering Unmasked Estep 
Score: -23672888.000000 Penalty: 6054.211914
	Iteration 35Q: 3 clusters Score -2.367289e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55659 members 
Mstep: Class 2 contains 144341 members 
Entering Unmasked Estep 
Score: -23673002.000000 Penalty: 6054.211914
	Iteration 36Q: 3 clusters Score -2.3673e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54673 members 
Mstep: Class 2 contains 145327 members 
Entering Unmasked Estep 
Score: -23673182.000000 Penalty: 6054.211914
	Iteration 37Q: 3 clusters Score -2.367318e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53757 members 
Mstep: Class 2 contains 146243 members 
Entering Unmasked Estep 
Score: -23673380.000000 Penalty: 6054.211914
	Iteration 38Q: 3 clusters Score -2.367338e+07 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 147112 members 
Entering Unmasked Estep 
Score: -23673500.000000 Penalty: 6054.211914
	Iteration 39Q: 3 clusters Score -2.36735e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52107 members 
Mstep: Class 2 contains 147893 members 
Entering Unmasked Estep 
Score: -23673520.000000 Penalty: 6054.211914
	Iteration 40F: 3 clusters Score -2.367352e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51356 members 
Mstep: Class 2 contains 148644 members 
Entering Unmasked Estep 
Score: -23673578.000000 Penalty: 6054.211914
	Iteration 41Q: 3 clusters Score -2.367358e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50643 members 
Mstep: Class 2 contains 149357 members 
Entering Unmasked Estep 
Score: -23673628.000000 Penalty: 6054.211914
	Iteration 42Q: 3 clusters Score -2.367363e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50007 members 
Mstep: Class 2 contains 149993 members 
Entering Unmasked Estep 
Score: -23673666.000000 Penalty: 6054.211914
	Iteration 43Q: 3 clusters Score -2.367367e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 150603 members 
Entering Unmasked Estep 
Score: -23673804.000000 Penalty: 6054.211914
	Iteration 44Q: 3 clusters Score -2.36738e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48807 members 
Mstep: Class 2 contains 151193 members 
Entering Unmasked Estep 
Score: -23673918.000000 Penalty: 6054.211914
	Iteration 45Q: 3 clusters Score -2.367392e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 151773 members 
Entering Unmasked Estep 
Score: -23674030.000000 Penalty: 6054.211914
	Iteration 46Q: 3 clusters Score -2.367403e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47694 members 
Mstep: Class 2 contains 152306 members 
Entering Unmasked Estep 
Score: -23674034.000000 Penalty: 6054.211914
	Iteration 47Q: 3 clusters Score -2.367403e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47218 members 
Mstep: Class 2 contains 152782 members 
Entering Unmasked Estep 
Score: -23674008.000000 Penalty: 6054.211914
	Iteration 48Q: 3 clusters Score -2.367401e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46771 members 
Mstep: Class 2 contains 153229 members 
Entering Unmasked Estep 
Score: -23673992.000000 Penalty: 6054.211914
	Iteration 49Q: 3 clusters Score -2.367399e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46384 members 
Mstep: Class 2 contains 153616 members 
Entering Unmasked Estep 
Score: -23674020.000000 Penalty: 6054.211914
	Iteration 50Q: 3 clusters Score -2.367402e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 153965 members 
Entering Unmasked Estep 
Score: -23673978.000000 Penalty: 6054.211914
	Iteration 51Q: 3 clusters Score -2.367398e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45720 members 
Mstep: Class 2 contains 154280 members 
Entering Unmasked Estep 
Score: -23674068.000000 Penalty: 6054.211914
	Iteration 52Q: 3 clusters Score -2.367407e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 154603 members 
Entering Unmasked Estep 
Score: -23674096.000000 Penalty: 6054.211914
	Iteration 53Q: 3 clusters Score -2.36741e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45096 members 
Mstep: Class 2 contains 154904 members 
Entering Unmasked Estep 
Score: -23674126.000000 Penalty: 6054.211914
	Iteration 54Q: 3 clusters Score -2.367413e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 155182 members 
Entering Unmasked Estep 
Score: -23674128.000000 Penalty: 6054.211914
	Iteration 55Q: 3 clusters Score -2.367413e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 155456 members 
Entering Unmasked Estep 
Score: -23674128.000000 Penalty: 6054.211914
	Iteration 56Q: 3 clusters Score -2.367413e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 155704 members 
Entering Unmasked Estep 
Score: -23674160.000000 Penalty: 6054.211914
	Iteration 57Q: 3 clusters Score -2.367416e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44093 members 
Mstep: Class 2 contains 155907 members 
Entering Unmasked Estep 
Score: -23674130.000000 Penalty: 6054.211914
	Iteration 58Q: 3 clusters Score -2.367413e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43891 members 
Mstep: Class 2 contains 156109 members 
Entering Unmasked Estep 
Score: -23674116.000000 Penalty: 6054.211914
	Iteration 59Q: 3 clusters Score -2.367412e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43701 members 
Mstep: Class 2 contains 156299 members 
Entering Unmasked Estep 
Score: -23674098.000000 Penalty: 6054.211914
	Iteration 60F: 3 clusters Score -2.36741e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 156462 members 
Entering Unmasked Estep 
Score: -23674076.000000 Penalty: 6054.211914
	Iteration 61Q: 3 clusters Score -2.367408e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43360 members 
Mstep: Class 2 contains 156640 members 
Entering Unmasked Estep 
Score: -23674046.000000 Penalty: 6054.211914
	Iteration 62Q: 3 clusters Score -2.367405e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43190 members 
Mstep: Class 2 contains 156810 members 
Entering Unmasked Estep 
Score: -23674006.000000 Penalty: 6054.211914
	Iteration 63Q: 3 clusters Score -2.367401e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43038 members 
Mstep: Class 2 contains 156962 members 
Entering Unmasked Estep 
Score: -23674010.000000 Penalty: 6054.211914
	Iteration 64Q: 3 clusters Score -2.367401e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 157104 members 
Entering Unmasked Estep 
Score: -23674004.000000 Penalty: 6054.211914
	Iteration 65Q: 3 clusters Score -2.3674e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 157237 members 
Entering Unmasked Estep 
Score: -23673948.000000 Penalty: 6054.211914
	Iteration 66Q: 3 clusters Score -2.367395e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 157373 members 
Entering Unmasked Estep 
Score: -23673942.000000 Penalty: 6054.211914
	Iteration 67Q: 3 clusters Score -2.367394e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 157499 members 
Entering Unmasked Estep 
Score: -23673914.000000 Penalty: 6054.211914
	Iteration 68Q: 3 clusters Score -2.367391e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42374 members 
Mstep: Class 2 contains 157626 members 
Entering Unmasked Estep 
Score: -23673898.000000 Penalty: 6054.211914
	Iteration 69Q: 3 clusters Score -2.36739e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42266 members 
Mstep: Class 2 contains 157734 members 
Entering Unmasked Estep 
Score: -23673896.000000 Penalty: 6054.211914
	Iteration 70Q: 3 clusters Score -2.36739e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42163 members 
Mstep: Class 2 contains 157837 members 
Entering Unmasked Estep 
Score: -23673884.000000 Penalty: 6054.211914
	Iteration 71Q: 3 clusters Score -2.367388e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 157917 members 
Entering Unmasked Estep 
Score: -23673914.000000 Penalty: 6054.211914
	Iteration 72Q: 3 clusters Score -2.367391e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 158003 members 
Entering Unmasked Estep 
Score: -23673882.000000 Penalty: 6054.211914
	Iteration 73Q: 3 clusters Score -2.367388e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41933 members 
Mstep: Class 2 contains 158067 members 
Entering Unmasked Estep 
Score: -23673854.000000 Penalty: 6054.211914
	Iteration 74Q: 3 clusters Score -2.367385e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 158138 members 
Entering Unmasked Estep 
Score: -23673862.000000 Penalty: 6054.211914
	Iteration 75Q: 3 clusters Score -2.367386e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 158213 members 
Entering Unmasked Estep 
Score: -23673872.000000 Penalty: 6054.211914
	Iteration 76Q: 3 clusters Score -2.367387e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 158284 members 
Entering Unmasked Estep 
Score: -23673874.000000 Penalty: 6054.211914
	Iteration 77Q: 3 clusters Score -2.367387e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41646 members 
Mstep: Class 2 contains 158354 members 
Entering Unmasked Estep 
Score: -23673850.000000 Penalty: 6054.211914
	Iteration 78Q: 3 clusters Score -2.367385e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 158437 members 
Entering Unmasked Estep 
Score: -23673844.000000 Penalty: 6054.211914
	Iteration 79Q: 3 clusters Score -2.367384e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 158512 members 
Entering Unmasked Estep 
Score: -23673864.000000 Penalty: 6054.211914
	Iteration 80F: 3 clusters Score -2.367386e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 158585 members 
Entering Unmasked Estep 
Score: -23673864.000000 Penalty: 6054.211914
	Iteration 81Q: 3 clusters Score -2.367386e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 158655 members 
Entering Unmasked Estep 
Score: -23673838.000000 Penalty: 6054.211914
	Iteration 82Q: 3 clusters Score -2.367384e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41278 members 
Mstep: Class 2 contains 158722 members 
Entering Unmasked Estep 
Score: -23673846.000000 Penalty: 6054.211914
	Iteration 83Q: 3 clusters Score -2.367385e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 158790 members 
Entering Unmasked Estep 
Score: -23673830.000000 Penalty: 6054.211914
	Iteration 84Q: 3 clusters Score -2.367383e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41154 members 
Mstep: Class 2 contains 158846 members 
Entering Unmasked Estep 
Score: -23673836.000000 Penalty: 6054.211914
	Iteration 85Q: 3 clusters Score -2.367384e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 158897 members 
Entering Unmasked Estep 
Score: -23673838.000000 Penalty: 6054.211914
	Iteration 86Q: 3 clusters Score -2.367384e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41057 members 
Mstep: Class 2 contains 158943 members 
Entering Unmasked Estep 
Score: -23673838.000000 Penalty: 6054.211914
	Iteration 87Q: 3 clusters Score -2.367384e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 158990 members 
Entering Unmasked Estep 
Score: -23673828.000000 Penalty: 6054.211914
	Iteration 88Q: 3 clusters Score -2.367383e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40965 members 
Mstep: Class 2 contains 159035 members 
Entering Unmasked Estep 
Score: -23673830.000000 Penalty: 6054.211914
	Iteration 89Q: 3 clusters Score -2.367383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40930 members 
Mstep: Class 2 contains 159070 members 
Entering Unmasked Estep 
Score: -23673850.000000 Penalty: 6054.211914
	Iteration 90Q: 3 clusters Score -2.367385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 159097 members 
Entering Unmasked Estep 
Score: -23673872.000000 Penalty: 6054.211914
	Iteration 91Q: 3 clusters Score -2.367387e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40884 members 
Mstep: Class 2 contains 159116 members 
Entering Unmasked Estep 
Score: -23673866.000000 Penalty: 6054.211914
	Iteration 92Q: 3 clusters Score -2.367387e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 159142 members 
Entering Unmasked Estep 
Score: -23673852.000000 Penalty: 6054.211914
	Iteration 93Q: 3 clusters Score -2.367385e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40845 members 
Mstep: Class 2 contains 159155 members 
Entering Unmasked Estep 
Score: -23673860.000000 Penalty: 6054.211914
	Iteration 94Q: 3 clusters Score -2.367386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 159176 members 
Entering Unmasked Estep 
Score: -23673858.000000 Penalty: 6054.211914
	Iteration 95Q: 3 clusters Score -2.367386e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40803 members 
Mstep: Class 2 contains 159197 members 
Entering Unmasked Estep 
Score: -23673868.000000 Penalty: 6054.211914
	Iteration 96Q: 3 clusters Score -2.367387e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40788 members 
Mstep: Class 2 contains 159212 members 
Entering Unmasked Estep 
Score: -23673844.000000 Penalty: 6054.211914
	Iteration 97Q: 3 clusters Score -2.367384e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 159228 members 
Entering Unmasked Estep 
Score: -23673840.000000 Penalty: 6054.211914
	Iteration 98Q: 3 clusters Score -2.367384e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 159243 members 
Entering Unmasked Estep 
Score: -23673862.000000 Penalty: 6054.211914
	Iteration 99Q: 3 clusters Score -2.367386e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40745 members 
Mstep: Class 2 contains 159255 members 
Entering Unmasked Estep 
Score: -23673840.000000 Penalty: 6054.211914
	Iteration 100F: 3 clusters Score -2.367384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 159269 members 
Entering Unmasked Estep 
Score: -23673840.000000 Penalty: 6054.211914
	Iteration 101Q: 3 clusters Score -2.367384e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40717 members 
Mstep: Class 2 contains 159283 members 
Entering Unmasked Estep 
Score: -23673854.000000 Penalty: 6054.211914
	Iteration 102Q: 3 clusters Score -2.367385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 159293 members 
Entering Unmasked Estep 
Score: -23673844.000000 Penalty: 6054.211914
	Iteration 103Q: 3 clusters Score -2.367384e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 159306 members 
Entering Unmasked Estep 
Score: -23673834.000000 Penalty: 6054.211914
	Iteration 104Q: 3 clusters Score -2.367383e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40681 members 
Mstep: Class 2 contains 159319 members 
Entering Unmasked Estep 
Score: -23673864.000000 Penalty: 6054.211914
	Iteration 105Q: 3 clusters Score -2.367386e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40668 members 
Mstep: Class 2 contains 159332 members 
Entering Unmasked Estep 
Score: -23673850.000000 Penalty: 6054.211914
	Iteration 106Q: 3 clusters Score -2.367385e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 159347 members 
Entering Unmasked Estep 
Score: -23673874.000000 Penalty: 6054.211914
	Iteration 107Q: 3 clusters Score -2.367387e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 159370 members 
Entering Unmasked Estep 
Score: -23673876.000000 Penalty: 6054.211914
	Iteration 108Q: 3 clusters Score -2.367388e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 159389 members 
Entering Unmasked Estep 
Score: -23673866.000000 Penalty: 6054.211914
	Iteration 109Q: 3 clusters Score -2.367387e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40593 members 
Mstep: Class 2 contains 159407 members 
Entering Unmasked Estep 
Score: -23673858.000000 Penalty: 6054.211914
	Iteration 110Q: 3 clusters Score -2.367386e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40578 members 
Mstep: Class 2 contains 159422 members 
Entering Unmasked Estep 
Score: -23673854.000000 Penalty: 6054.211914
	Iteration 111Q: 3 clusters Score -2.367385e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 159436 members 
Entering Unmasked Estep 
Score: -23673856.000000 Penalty: 6054.211914
	Iteration 112Q: 3 clusters Score -2.367386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40555 members 
Mstep: Class 2 contains 159445 members 
Entering Unmasked Estep 
Score: -23673848.000000 Penalty: 6054.211914
	Iteration 113Q: 3 clusters Score -2.367385e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40543 members 
Mstep: Class 2 contains 159457 members 
Entering Unmasked Estep 
Score: -23673844.000000 Penalty: 6054.211914
	Iteration 114Q: 3 clusters Score -2.367384e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40523 members 
Mstep: Class 2 contains 159477 members 
Entering Unmasked Estep 
Score: -23673838.000000 Penalty: 6054.211914
	Iteration 115Q: 3 clusters Score -2.367384e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40500 members 
Mstep: Class 2 contains 159500 members 
Entering Unmasked Estep 
Score: -23673854.000000 Penalty: 6054.211914
	Iteration 116Q: 3 clusters Score -2.367385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40477 members 
Mstep: Class 2 contains 159523 members 
Entering Unmasked Estep 
Score: -23673828.000000 Penalty: 6054.211914
	Iteration 117Q: 3 clusters Score -2.367383e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 159548 members 
Entering Unmasked Estep 
Score: -23673828.000000 Penalty: 6054.211914
	Iteration 118Q: 3 clusters Score -2.367383e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 159567 members 
Entering Unmasked Estep 
Score: -23673832.000000 Penalty: 6054.211914
	Iteration 119Q: 3 clusters Score -2.367383e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 159587 members 
Entering Unmasked Estep 
Score: -23673804.000000 Penalty: 6054.211914
	Iteration 120F: 3 clusters Score -2.36738e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 159602 members 
Entering Unmasked Estep 
Score: -23673848.000000 Penalty: 6054.211914
	Iteration 121Q: 3 clusters Score -2.367385e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40383 members 
Mstep: Class 2 contains 159617 members 
Entering Unmasked Estep 
Score: -23673856.000000 Penalty: 6054.211914
	Iteration 122Q: 3 clusters Score -2.367386e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 159625 members 
Entering Unmasked Estep 
Score: -23673860.000000 Penalty: 6054.211914
	Iteration 123Q: 3 clusters Score -2.367386e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40366 members 
Mstep: Class 2 contains 159634 members 
Entering Unmasked Estep 
Score: -23673874.000000 Penalty: 6054.211914
	Iteration 124Q: 3 clusters Score -2.367387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 159640 members 
Entering Unmasked Estep 
Score: -23673874.000000 Penalty: 6054.211914
	Iteration 125Q: 3 clusters Score -2.367387e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 159644 members 
Entering Unmasked Estep 
Score: -23673870.000000 Penalty: 6054.211914
	Iteration 126Q: 3 clusters Score -2.367387e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40350 members 
Mstep: Class 2 contains 159650 members 
Entering Unmasked Estep 
Score: -23673882.000000 Penalty: 6054.211914
	Iteration 127Q: 3 clusters Score -2.367388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40347 members 
Mstep: Class 2 contains 159653 members 
Entering Unmasked Estep 
Score: -23673870.000000 Penalty: 6054.211914
	Iteration 128Q: 3 clusters Score -2.367387e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40345 members 
Mstep: Class 2 contains 159655 members 
Entering Unmasked Estep 
Score: -23673862.000000 Penalty: 6054.211914
	Iteration 129Q: 3 clusters Score -2.367386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -23673872.000000 Penalty: 6054.211914
	Iteration 130Q: 3 clusters Score -2.367387e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40344 members 
Mstep: Class 2 contains 159656 members 
Entering Unmasked Estep 
Score: -23673872.000000 Penalty: 6054.211914
	Iteration 131F: 3 clusters Score -2.367387e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7706 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Entering Unmasked Estep 
Score: -769549.500000 Penalty: 2219.539062
	Iteration 0F: 2 clusters Score -769549.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -763278.125000 Penalty: 4439.078125
	Iteration 0F: 3 clusters Score -763278.1 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -764926.062500 Penalty: 4439.078125
	Iteration 1F: 3 clusters Score -764926.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -765247.750000 Penalty: 4439.078125
	Iteration 2F: 3 clusters Score -765247.8 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -765524.500000 Penalty: 4439.078125
	Iteration 3F: 3 clusters Score -765524.5 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -765804.250000 Penalty: 4439.078125
	Iteration 4F: 3 clusters Score -765804.2 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -766043.437500 Penalty: 4439.078125
	Iteration 5Q: 3 clusters Score -766043.4 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -766227.125000 Penalty: 4439.078125
	Iteration 6Q: 3 clusters Score -766227.1 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -766376.062500 Penalty: 4439.078125
	Iteration 7Q: 3 clusters Score -766376.1 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -766533.312500 Penalty: 4439.078125
	Iteration 8Q: 3 clusters Score -766533.3 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -766667.062500 Penalty: 4439.078125
	Iteration 9Q: 3 clusters Score -766667.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -766752.812500 Penalty: 4439.078125
	Iteration 10Q: 3 clusters Score -766752.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -766814.562500 Penalty: 4439.078125
	Iteration 11Q: 3 clusters Score -766814.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -766865.375000 Penalty: 4439.078125
	Iteration 12Q: 3 clusters Score -766865.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -766909.000000 Penalty: 4439.078125
	Iteration 13Q: 3 clusters Score -766909 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -766945.812500 Penalty: 4439.078125
	Iteration 14Q: 3 clusters Score -766945.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -766977.375000 Penalty: 4439.078125
	Iteration 15Q: 3 clusters Score -766977.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -767015.125000 Penalty: 4439.078125
	Iteration 16Q: 3 clusters Score -767015.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -767045.125000 Penalty: 4439.078125
	Iteration 17Q: 3 clusters Score -767045.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -767063.375000 Penalty: 4439.078125
	Iteration 18Q: 3 clusters Score -767063.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -767084.687500 Penalty: 4439.078125
	Iteration 19Q: 3 clusters Score -767084.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5760 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -767094.250000 Penalty: 4439.078125
	Iteration 20F: 3 clusters Score -767094.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -767109.250000 Penalty: 4439.078125
	Iteration 21Q: 3 clusters Score -767109.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -767124.187500 Penalty: 4439.078125
	Iteration 22Q: 3 clusters Score -767124.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5846 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -767137.937500 Penalty: 4439.078125
	Iteration 23Q: 3 clusters Score -767137.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5880 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -767152.875000 Penalty: 4439.078125
	Iteration 24Q: 3 clusters Score -767152.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -767166.750000 Penalty: 4439.078125
	Iteration 25Q: 3 clusters Score -767166.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5948 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -767188.000000 Penalty: 4439.078125
	Iteration 26Q: 3 clusters Score -767188 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -767204.937500 Penalty: 4439.078125
	Iteration 27Q: 3 clusters Score -767204.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -767228.875000 Penalty: 4439.078125
	Iteration 28Q: 3 clusters Score -767228.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -767257.750000 Penalty: 4439.078125
	Iteration 29Q: 3 clusters Score -767257.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -767286.750000 Penalty: 4439.078125
	Iteration 30Q: 3 clusters Score -767286.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -767313.875000 Penalty: 4439.078125
	Iteration 31Q: 3 clusters Score -767313.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -767342.375000 Penalty: 4439.078125
	Iteration 32Q: 3 clusters Score -767342.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -767365.187500 Penalty: 4439.078125
	Iteration 33Q: 3 clusters Score -767365.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -767399.625000 Penalty: 4439.078125
	Iteration 34Q: 3 clusters Score -767399.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -767429.062500 Penalty: 4439.078125
	Iteration 35Q: 3 clusters Score -767429.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -767452.625000 Penalty: 4439.078125
	Iteration 36Q: 3 clusters Score -767452.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -767476.500000 Penalty: 4439.078125
	Iteration 37Q: 3 clusters Score -767476.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -767500.937500 Penalty: 4439.078125
	Iteration 38Q: 3 clusters Score -767500.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6426 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -767532.750000 Penalty: 4439.078125
	Iteration 39Q: 3 clusters Score -767532.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -767563.437500 Penalty: 4439.078125
	Iteration 40F: 3 clusters Score -767563.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6502 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -767587.125000 Penalty: 4439.078125
	Iteration 41Q: 3 clusters Score -767587.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -767609.875000 Penalty: 4439.078125
	Iteration 42Q: 3 clusters Score -767609.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -767636.312500 Penalty: 4439.078125
	Iteration 43Q: 3 clusters Score -767636.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -767654.937500 Penalty: 4439.078125
	Iteration 44Q: 3 clusters Score -767654.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -767672.437500 Penalty: 4439.078125
	Iteration 45Q: 3 clusters Score -767672.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -767690.062500 Penalty: 4439.078125
	Iteration 46Q: 3 clusters Score -767690.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -767709.000000 Penalty: 4439.078125
	Iteration 47Q: 3 clusters Score -767709 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -767726.187500 Penalty: 4439.078125
	Iteration 48Q: 3 clusters Score -767726.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -767745.250000 Penalty: 4439.078125
	Iteration 49Q: 3 clusters Score -767745.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -767763.312500 Penalty: 4439.078125
	Iteration 50Q: 3 clusters Score -767763.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -767780.187500 Penalty: 4439.078125
	Iteration 51Q: 3 clusters Score -767780.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -767801.187500 Penalty: 4439.078125
	Iteration 52Q: 3 clusters Score -767801.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -767813.687500 Penalty: 4439.078125
	Iteration 53Q: 3 clusters Score -767813.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -767823.312500 Penalty: 4439.078125
	Iteration 54Q: 3 clusters Score -767823.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -767827.562500 Penalty: 4439.078125
	Iteration 55Q: 3 clusters Score -767827.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -767832.062500 Penalty: 4439.078125
	Iteration 56Q: 3 clusters Score -767832.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -767833.625000 Penalty: 4439.078125
	Iteration 57Q: 3 clusters Score -767833.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -767833.437500 Penalty: 4439.078125
	Iteration 58Q: 3 clusters Score -767833.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -767836.875000 Penalty: 4439.078125
	Iteration 59Q: 3 clusters Score -767836.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6814 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -767836.187500 Penalty: 4439.078125
	Iteration 60F: 3 clusters Score -767836.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -767837.625000 Penalty: 4439.078125
	Iteration 61Q: 3 clusters Score -767837.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -767838.875000 Penalty: 4439.078125
	Iteration 62Q: 3 clusters Score -767838.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -767839.500000 Penalty: 4439.078125
	Iteration 63Q: 3 clusters Score -767839.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -767840.562500 Penalty: 4439.078125
	Iteration 64Q: 3 clusters Score -767840.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -767844.750000 Penalty: 4439.078125
	Iteration 65Q: 3 clusters Score -767844.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -767846.750000 Penalty: 4439.078125
	Iteration 66Q: 3 clusters Score -767846.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -767849.000000 Penalty: 4439.078125
	Iteration 67Q: 3 clusters Score -767849 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6833 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -767851.750000 Penalty: 4439.078125
	Iteration 68Q: 3 clusters Score -767851.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -767853.312500 Penalty: 4439.078125
	Iteration 69Q: 3 clusters Score -767853.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -767857.250000 Penalty: 4439.078125
	Iteration 70Q: 3 clusters Score -767857.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6838 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -767859.937500 Penalty: 4439.078125
	Iteration 71Q: 3 clusters Score -767859.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -767859.750000 Penalty: 4439.078125
	Iteration 72Q: 3 clusters Score -767859.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -767861.437500 Penalty: 4439.078125
	Iteration 73Q: 3 clusters Score -767861.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -767864.937500 Penalty: 4439.078125
	Iteration 74Q: 3 clusters Score -767864.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -767865.750000 Penalty: 4439.078125
	Iteration 75Q: 3 clusters Score -767865.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -767866.875000 Penalty: 4439.078125
	Iteration 76Q: 3 clusters Score -767866.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -767867.937500 Penalty: 4439.078125
	Iteration 77Q: 3 clusters Score -767867.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -767869.000000 Penalty: 4439.078125
	Iteration 78Q: 3 clusters Score -767869 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6847 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -767869.000000 Penalty: 4439.078125
	Iteration 79F: 3 clusters Score -767869 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Entering Unmasked Estep 
Score: -412981.906250 Penalty: 2033.603516
	Iteration 0F: 2 clusters Score -412981.9 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 1833 members 
Entering Unmasked Estep 
Score: -409364.156250 Penalty: 4067.207031
	Iteration 0F: 3 clusters Score -409364.2 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -410145.593750 Penalty: 4067.207031
	Iteration 1F: 3 clusters Score -410145.6 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -410289.187500 Penalty: 4067.207031
	Iteration 2F: 3 clusters Score -410289.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -410365.656250 Penalty: 4067.207031
	Iteration 3Q: 3 clusters Score -410365.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -410410.156250 Penalty: 4067.207031
	Iteration 4Q: 3 clusters Score -410410.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -410442.906250 Penalty: 4067.207031
	Iteration 5Q: 3 clusters Score -410442.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -410473.156250 Penalty: 4067.207031
	Iteration 6Q: 3 clusters Score -410473.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -410499.250000 Penalty: 4067.207031
	Iteration 7Q: 3 clusters Score -410499.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -410524.531250 Penalty: 4067.207031
	Iteration 8Q: 3 clusters Score -410524.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -410549.125000 Penalty: 4067.207031
	Iteration 9Q: 3 clusters Score -410549.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -410574.562500 Penalty: 4067.207031
	Iteration 10Q: 3 clusters Score -410574.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -410589.531250 Penalty: 4067.207031
	Iteration 11Q: 3 clusters Score -410589.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -410600.187500 Penalty: 4067.207031
	Iteration 12Q: 3 clusters Score -410600.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -410613.375000 Penalty: 4067.207031
	Iteration 13Q: 3 clusters Score -410613.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -410623.218750 Penalty: 4067.207031
	Iteration 14Q: 3 clusters Score -410623.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -410638.187500 Penalty: 4067.207031
	Iteration 15Q: 3 clusters Score -410638.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -410649.468750 Penalty: 4067.207031
	Iteration 16Q: 3 clusters Score -410649.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -410660.500000 Penalty: 4067.207031
	Iteration 17Q: 3 clusters Score -410660.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -410668.625000 Penalty: 4067.207031
	Iteration 18Q: 3 clusters Score -410668.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -410677.968750 Penalty: 4067.207031
	Iteration 19Q: 3 clusters Score -410678 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -410687.312500 Penalty: 4067.207031
	Iteration 20F: 3 clusters Score -410687.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -410693.843750 Penalty: 4067.207031
	Iteration 21Q: 3 clusters Score -410693.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -410698.812500 Penalty: 4067.207031
	Iteration 22Q: 3 clusters Score -410698.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -410705.250000 Penalty: 4067.207031
	Iteration 23Q: 3 clusters Score -410705.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -410713.531250 Penalty: 4067.207031
	Iteration 24Q: 3 clusters Score -410713.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -410721.656250 Penalty: 4067.207031
	Iteration 25Q: 3 clusters Score -410721.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -410730.500000 Penalty: 4067.207031
	Iteration 26Q: 3 clusters Score -410730.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -410740.781250 Penalty: 4067.207031
	Iteration 27Q: 3 clusters Score -410740.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -410749.375000 Penalty: 4067.207031
	Iteration 28Q: 3 clusters Score -410749.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -410756.187500 Penalty: 4067.207031
	Iteration 29Q: 3 clusters Score -410756.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -410762.218750 Penalty: 4067.207031
	Iteration 30Q: 3 clusters Score -410762.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -410770.343750 Penalty: 4067.207031
	Iteration 31Q: 3 clusters Score -410770.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -410774.843750 Penalty: 4067.207031
	Iteration 32Q: 3 clusters Score -410774.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -410776.781250 Penalty: 4067.207031
	Iteration 33Q: 3 clusters Score -410776.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -410780.468750 Penalty: 4067.207031
	Iteration 34Q: 3 clusters Score -410780.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -410783.812500 Penalty: 4067.207031
	Iteration 35Q: 3 clusters Score -410783.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -410791.937500 Penalty: 4067.207031
	Iteration 36Q: 3 clusters Score -410791.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -410797.250000 Penalty: 4067.207031
	Iteration 37Q: 3 clusters Score -410797.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -410801.812500 Penalty: 4067.207031
	Iteration 38Q: 3 clusters Score -410801.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -410806.625000 Penalty: 4067.207031
	Iteration 39Q: 3 clusters Score -410806.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -410811.531250 Penalty: 4067.207031
	Iteration 40F: 3 clusters Score -410811.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -410819.000000 Penalty: 4067.207031
	Iteration 41Q: 3 clusters Score -410819 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -410825.031250 Penalty: 4067.207031
	Iteration 42Q: 3 clusters Score -410825 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -410831.812500 Penalty: 4067.207031
	Iteration 43Q: 3 clusters Score -410831.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -410837.625000 Penalty: 4067.207031
	Iteration 44Q: 3 clusters Score -410837.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -410846.062500 Penalty: 4067.207031
	Iteration 45Q: 3 clusters Score -410846.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -410854.781250 Penalty: 4067.207031
	Iteration 46Q: 3 clusters Score -410854.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -410863.093750 Penalty: 4067.207031
	Iteration 47Q: 3 clusters Score -410863.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -410869.937500 Penalty: 4067.207031
	Iteration 48Q: 3 clusters Score -410869.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -410875.781250 Penalty: 4067.207031
	Iteration 49Q: 3 clusters Score -410875.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -410886.468750 Penalty: 4067.207031
	Iteration 50Q: 3 clusters Score -410886.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -410894.343750 Penalty: 4067.207031
	Iteration 51Q: 3 clusters Score -410894.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -410902.906250 Penalty: 4067.207031
	Iteration 52Q: 3 clusters Score -410902.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -410910.781250 Penalty: 4067.207031
	Iteration 53Q: 3 clusters Score -410910.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -410921.968750 Penalty: 4067.207031
	Iteration 54Q: 3 clusters Score -410922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -410929.687500 Penalty: 4067.207031
	Iteration 55Q: 3 clusters Score -410929.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -410937.843750 Penalty: 4067.207031
	Iteration 56Q: 3 clusters Score -410937.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -410938.625000 Penalty: 4067.207031
	Iteration 57Q: 3 clusters Score -410938.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -410941.468750 Penalty: 4067.207031
	Iteration 58Q: 3 clusters Score -410941.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -410944.687500 Penalty: 4067.207031
	Iteration 59Q: 3 clusters Score -410944.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -410948.750000 Penalty: 4067.207031
	Iteration 60F: 3 clusters Score -410948.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -410952.687500 Penalty: 4067.207031
	Iteration 61Q: 3 clusters Score -410952.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -410955.187500 Penalty: 4067.207031
	Iteration 62Q: 3 clusters Score -410955.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -410956.593750 Penalty: 4067.207031
	Iteration 63Q: 3 clusters Score -410956.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -410957.593750 Penalty: 4067.207031
	Iteration 64Q: 3 clusters Score -410957.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -410959.625000 Penalty: 4067.207031
	Iteration 65Q: 3 clusters Score -410959.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -410962.843750 Penalty: 4067.207031
	Iteration 66Q: 3 clusters Score -410962.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -410966.093750 Penalty: 4067.207031
	Iteration 67Q: 3 clusters Score -410966.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -410969.781250 Penalty: 4067.207031
	Iteration 68Q: 3 clusters Score -410969.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -410971.031250 Penalty: 4067.207031
	Iteration 69Q: 3 clusters Score -410971 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -410973.281250 Penalty: 4067.207031
	Iteration 70Q: 3 clusters Score -410973.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -410976.000000 Penalty: 4067.207031
	Iteration 71Q: 3 clusters Score -410976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -410977.843750 Penalty: 4067.207031
	Iteration 72Q: 3 clusters Score -410977.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -410979.562500 Penalty: 4067.207031
	Iteration 73Q: 3 clusters Score -410979.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -410983.218750 Penalty: 4067.207031
	Iteration 74Q: 3 clusters Score -410983.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -410985.187500 Penalty: 4067.207031
	Iteration 75Q: 3 clusters Score -410985.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -410988.718750 Penalty: 4067.207031
	Iteration 76Q: 3 clusters Score -410988.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -410991.406250 Penalty: 4067.207031
	Iteration 77Q: 3 clusters Score -410991.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -410993.968750 Penalty: 4067.207031
	Iteration 78Q: 3 clusters Score -410994 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -410995.625000 Penalty: 4067.207031
	Iteration 79Q: 3 clusters Score -410995.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -410996.875000 Penalty: 4067.207031
	Iteration 80F: 3 clusters Score -410996.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Entering Unmasked Estep 
Score: -128305.070312 Penalty: 1756.055176
	Iteration 0F: 2 clusters Score -128305.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -126217.937500 Penalty: 3512.110352
	Iteration 0F: 3 clusters Score -126217.9 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -126532.335938 Penalty: 3512.110352
	Iteration 1F: 3 clusters Score -126532.3 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -126646.851562 Penalty: 3512.110352
	Iteration 2F: 3 clusters Score -126646.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -126703.117188 Penalty: 3512.110352
	Iteration 3Q: 3 clusters Score -126703.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126733.164062 Penalty: 3512.110352
	Iteration 4Q: 3 clusters Score -126733.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126761.210938 Penalty: 3512.110352
	Iteration 5Q: 3 clusters Score -126761.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -126777.773438 Penalty: 3512.110352
	Iteration 6Q: 3 clusters Score -126777.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -126795.890625 Penalty: 3512.110352
	Iteration 7Q: 3 clusters Score -126795.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126812.171875 Penalty: 3512.110352
	Iteration 8Q: 3 clusters Score -126812.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126817.156250 Penalty: 3512.110352
	Iteration 9Q: 3 clusters Score -126817.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -126824.765625 Penalty: 3512.110352
	Iteration 10Q: 3 clusters Score -126824.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -126833.125000 Penalty: 3512.110352
	Iteration 11Q: 3 clusters Score -126833.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -126842.625000 Penalty: 3512.110352
	Iteration 12Q: 3 clusters Score -126842.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -126848.000000 Penalty: 3512.110352
	Iteration 13Q: 3 clusters Score -126848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -126860.570312 Penalty: 3512.110352
	Iteration 14Q: 3 clusters Score -126860.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -126872.289062 Penalty: 3512.110352
	Iteration 15Q: 3 clusters Score -126872.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -126878.398438 Penalty: 3512.110352
	Iteration 16Q: 3 clusters Score -126878.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -126879.984375 Penalty: 3512.110352
	Iteration 17Q: 3 clusters Score -126880 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -126879.984375 Penalty: 3512.110352
	Iteration 18F: 3 clusters Score -126880 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10030 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Entering Unmasked Estep 
Score: -1198289.375000 Penalty: 2284.907227
	Iteration 0F: 2 clusters Score -1198289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1190534.500000 Penalty: 4569.814453
	Iteration 0F: 3 clusters Score -1190534 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1192835.375000 Penalty: 4569.814453
	Iteration 1F: 3 clusters Score -1192835 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1193126.625000 Penalty: 4569.814453
	Iteration 2F: 3 clusters Score -1193127 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1193347.750000 Penalty: 4569.814453
	Iteration 3Q: 3 clusters Score -1193348 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -1193519.625000 Penalty: 4569.814453
	Iteration 4Q: 3 clusters Score -1193520 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -1193635.500000 Penalty: 4569.814453
	Iteration 5Q: 3 clusters Score -1193636 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1193743.625000 Penalty: 4569.814453
	Iteration 6Q: 3 clusters Score -1193744 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1193830.000000 Penalty: 4569.814453
	Iteration 7Q: 3 clusters Score -1193830 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5129 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -1193902.500000 Penalty: 4569.814453
	Iteration 8Q: 3 clusters Score -1193902 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -1193975.250000 Penalty: 4569.814453
	Iteration 9Q: 3 clusters Score -1193975 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -1194075.000000 Penalty: 4569.814453
	Iteration 10Q: 3 clusters Score -1194075 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1194183.375000 Penalty: 4569.814453
	Iteration 11Q: 3 clusters Score -1194183 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -1194305.375000 Penalty: 4569.814453
	Iteration 12Q: 3 clusters Score -1194305 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 4702 members 
Entering Unmasked Estep 
Score: -1194453.875000 Penalty: 4569.814453
	Iteration 13Q: 3 clusters Score -1194454 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5412 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -1194597.375000 Penalty: 4569.814453
	Iteration 14Q: 3 clusters Score -1194597 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1194715.625000 Penalty: 4569.814453
	Iteration 15Q: 3 clusters Score -1194716 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1194838.750000 Penalty: 4569.814453
	Iteration 16Q: 3 clusters Score -1194839 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -1194955.250000 Penalty: 4569.814453
	Iteration 17Q: 3 clusters Score -1194955 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -1195055.750000 Penalty: 4569.814453
	Iteration 18Q: 3 clusters Score -1195056 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -1195121.250000 Penalty: 4569.814453
	Iteration 19Q: 3 clusters Score -1195121 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1195165.375000 Penalty: 4569.814453
	Iteration 20F: 3 clusters Score -1195165 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1195197.375000 Penalty: 4569.814453
	Iteration 21Q: 3 clusters Score -1195197 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1195225.625000 Penalty: 4569.814453
	Iteration 22Q: 3 clusters Score -1195226 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6106 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1195248.250000 Penalty: 4569.814453
	Iteration 23Q: 3 clusters Score -1195248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1195279.625000 Penalty: 4569.814453
	Iteration 24Q: 3 clusters Score -1195280 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6222 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1195309.375000 Penalty: 4569.814453
	Iteration 25Q: 3 clusters Score -1195309 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6276 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1195324.875000 Penalty: 4569.814453
	Iteration 26Q: 3 clusters Score -1195325 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 3699 members 
Entering Unmasked Estep 
Score: -1195340.750000 Penalty: 4569.814453
	Iteration 27Q: 3 clusters Score -1195341 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -1195361.750000 Penalty: 4569.814453
	Iteration 28Q: 3 clusters Score -1195362 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1195376.375000 Penalty: 4569.814453
	Iteration 29Q: 3 clusters Score -1195376 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -1195395.875000 Penalty: 4569.814453
	Iteration 30Q: 3 clusters Score -1195396 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1195405.000000 Penalty: 4569.814453
	Iteration 31Q: 3 clusters Score -1195405 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1195413.875000 Penalty: 4569.814453
	Iteration 32Q: 3 clusters Score -1195414 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1195423.250000 Penalty: 4569.814453
	Iteration 33Q: 3 clusters Score -1195423 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6616 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1195437.000000 Penalty: 4569.814453
	Iteration 34Q: 3 clusters Score -1195437 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1195445.625000 Penalty: 4569.814453
	Iteration 35Q: 3 clusters Score -1195446 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6696 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1195453.500000 Penalty: 4569.814453
	Iteration 36Q: 3 clusters Score -1195454 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1195466.000000 Penalty: 4569.814453
	Iteration 37Q: 3 clusters Score -1195466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1195479.375000 Penalty: 4569.814453
	Iteration 38Q: 3 clusters Score -1195479 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6825 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -1195488.625000 Penalty: 4569.814453
	Iteration 39Q: 3 clusters Score -1195489 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1195502.625000 Penalty: 4569.814453
	Iteration 40F: 3 clusters Score -1195503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1195514.500000 Penalty: 4569.814453
	Iteration 41Q: 3 clusters Score -1195514 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -1195530.250000 Penalty: 4569.814453
	Iteration 42Q: 3 clusters Score -1195530 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -1195545.500000 Penalty: 4569.814453
	Iteration 43Q: 3 clusters Score -1195546 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7034 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -1195561.000000 Penalty: 4569.814453
	Iteration 44Q: 3 clusters Score -1195561 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7077 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -1195574.625000 Penalty: 4569.814453
	Iteration 45Q: 3 clusters Score -1195575 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1195590.875000 Penalty: 4569.814453
	Iteration 46Q: 3 clusters Score -1195591 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -1195604.750000 Penalty: 4569.814453
	Iteration 47Q: 3 clusters Score -1195605 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -1195622.500000 Penalty: 4569.814453
	Iteration 48Q: 3 clusters Score -1195622 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1195634.375000 Penalty: 4569.814453
	Iteration 49Q: 3 clusters Score -1195634 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -1195652.000000 Penalty: 4569.814453
	Iteration 50Q: 3 clusters Score -1195652 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1195675.250000 Penalty: 4569.814453
	Iteration 51Q: 3 clusters Score -1195675 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1195694.750000 Penalty: 4569.814453
	Iteration 52Q: 3 clusters Score -1195695 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -1195712.250000 Penalty: 4569.814453
	Iteration 53Q: 3 clusters Score -1195712 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1195723.875000 Penalty: 4569.814453
	Iteration 54Q: 3 clusters Score -1195724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -1195737.250000 Penalty: 4569.814453
	Iteration 55Q: 3 clusters Score -1195737 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -1195750.750000 Penalty: 4569.814453
	Iteration 56Q: 3 clusters Score -1195751 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -1195761.625000 Penalty: 4569.814453
	Iteration 57Q: 3 clusters Score -1195762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7674 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1195771.625000 Penalty: 4569.814453
	Iteration 58Q: 3 clusters Score -1195772 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1195775.125000 Penalty: 4569.814453
	Iteration 59Q: 3 clusters Score -1195775 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7716 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1195781.125000 Penalty: 4569.814453
	Iteration 60F: 3 clusters Score -1195781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7730 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1195783.750000 Penalty: 4569.814453
	Iteration 61Q: 3 clusters Score -1195784 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1195787.375000 Penalty: 4569.814453
	Iteration 62Q: 3 clusters Score -1195787 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7750 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1195788.500000 Penalty: 4569.814453
	Iteration 63Q: 3 clusters Score -1195788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1195791.375000 Penalty: 4569.814453
	Iteration 64Q: 3 clusters Score -1195791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7769 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1195794.625000 Penalty: 4569.814453
	Iteration 65Q: 3 clusters Score -1195795 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1195798.875000 Penalty: 4569.814453
	Iteration 66Q: 3 clusters Score -1195799 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7806 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -1195805.500000 Penalty: 4569.814453
	Iteration 67Q: 3 clusters Score -1195806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1195806.250000 Penalty: 4569.814453
	Iteration 68Q: 3 clusters Score -1195806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1195814.250000 Penalty: 4569.814453
	Iteration 69Q: 3 clusters Score -1195814 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7841 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1195813.125000 Penalty: 4569.814453
	Iteration 70Q: 3 clusters Score -1195813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7850 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1195815.000000 Penalty: 4569.814453
	Iteration 71Q: 3 clusters Score -1195815 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1195821.125000 Penalty: 4569.814453
	Iteration 72Q: 3 clusters Score -1195821 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7890 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -1195829.875000 Penalty: 4569.814453
	Iteration 73Q: 3 clusters Score -1195830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1195834.875000 Penalty: 4569.814453
	Iteration 74Q: 3 clusters Score -1195835 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -1195840.000000 Penalty: 4569.814453
	Iteration 75Q: 3 clusters Score -1195840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7950 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1195844.875000 Penalty: 4569.814453
	Iteration 76Q: 3 clusters Score -1195845 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -1195852.500000 Penalty: 4569.814453
	Iteration 77Q: 3 clusters Score -1195852 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -1195858.250000 Penalty: 4569.814453
	Iteration 78Q: 3 clusters Score -1195858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -1195874.875000 Penalty: 4569.814453
	Iteration 79Q: 3 clusters Score -1195875 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1195879.125000 Penalty: 4569.814453
	Iteration 80F: 3 clusters Score -1195879 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8078 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -1195889.875000 Penalty: 4569.814453
	Iteration 81Q: 3 clusters Score -1195890 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8102 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1195895.750000 Penalty: 4569.814453
	Iteration 82Q: 3 clusters Score -1195896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8131 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1195905.125000 Penalty: 4569.814453
	Iteration 83Q: 3 clusters Score -1195905 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -1195911.625000 Penalty: 4569.814453
	Iteration 84Q: 3 clusters Score -1195912 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1195924.250000 Penalty: 4569.814453
	Iteration 85Q: 3 clusters Score -1195924 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1195930.750000 Penalty: 4569.814453
	Iteration 86Q: 3 clusters Score -1195931 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1195939.250000 Penalty: 4569.814453
	Iteration 87Q: 3 clusters Score -1195939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8273 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1195948.500000 Penalty: 4569.814453
	Iteration 88Q: 3 clusters Score -1195948 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1195956.750000 Penalty: 4569.814453
	Iteration 89Q: 3 clusters Score -1195957 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -1195965.125000 Penalty: 4569.814453
	Iteration 90Q: 3 clusters Score -1195965 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -1195968.750000 Penalty: 4569.814453
	Iteration 91Q: 3 clusters Score -1195969 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1195978.125000 Penalty: 4569.814453
	Iteration 92Q: 3 clusters Score -1195978 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1195982.500000 Penalty: 4569.814453
	Iteration 93Q: 3 clusters Score -1195982 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1195990.125000 Penalty: 4569.814453
	Iteration 94Q: 3 clusters Score -1195990 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1195992.875000 Penalty: 4569.814453
	Iteration 95Q: 3 clusters Score -1195993 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1196003.125000 Penalty: 4569.814453
	Iteration 96Q: 3 clusters Score -1196003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1196011.750000 Penalty: 4569.814453
	Iteration 97Q: 3 clusters Score -1196012 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1196019.000000 Penalty: 4569.814453
	Iteration 98Q: 3 clusters Score -1196019 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -1196034.875000 Penalty: 4569.814453
	Iteration 99Q: 3 clusters Score -1196035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1196043.875000 Penalty: 4569.814453
	Iteration 100F: 3 clusters Score -1196044 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1196054.875000 Penalty: 4569.814453
	Iteration 101Q: 3 clusters Score -1196055 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1196068.500000 Penalty: 4569.814453
	Iteration 102Q: 3 clusters Score -1196068 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1196076.500000 Penalty: 4569.814453
	Iteration 103Q: 3 clusters Score -1196076 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8658 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1196096.000000 Penalty: 4569.814453
	Iteration 104Q: 3 clusters Score -1196096 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1196102.000000 Penalty: 4569.814453
	Iteration 105Q: 3 clusters Score -1196102 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -1196111.125000 Penalty: 4569.814453
	Iteration 106Q: 3 clusters Score -1196111 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -1196121.375000 Penalty: 4569.814453
	Iteration 107Q: 3 clusters Score -1196121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8749 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -1196132.250000 Penalty: 4569.814453
	Iteration 108Q: 3 clusters Score -1196132 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1196135.250000 Penalty: 4569.814453
	Iteration 109Q: 3 clusters Score -1196135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -1196141.875000 Penalty: 4569.814453
	Iteration 110Q: 3 clusters Score -1196142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1196143.250000 Penalty: 4569.814453
	Iteration 111Q: 3 clusters Score -1196143 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1196154.875000 Penalty: 4569.814453
	Iteration 112Q: 3 clusters Score -1196155 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1196158.500000 Penalty: 4569.814453
	Iteration 113Q: 3 clusters Score -1196158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8830 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -1196167.125000 Penalty: 4569.814453
	Iteration 114Q: 3 clusters Score -1196167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8839 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -1196164.125000 Penalty: 4569.814453
	Iteration 115Q: 3 clusters Score -1196164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -1196169.375000 Penalty: 4569.814453
	Iteration 116Q: 3 clusters Score -1196169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -1196172.875000 Penalty: 4569.814453
	Iteration 117Q: 3 clusters Score -1196173 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1196175.000000 Penalty: 4569.814453
	Iteration 118Q: 3 clusters Score -1196175 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -1196180.250000 Penalty: 4569.814453
	Iteration 119Q: 3 clusters Score -1196180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1196180.625000 Penalty: 4569.814453
	Iteration 120F: 3 clusters Score -1196181 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1196183.500000 Penalty: 4569.814453
	Iteration 121Q: 3 clusters Score -1196184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1196185.625000 Penalty: 4569.814453
	Iteration 122Q: 3 clusters Score -1196186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8895 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1196189.500000 Penalty: 4569.814453
	Iteration 123Q: 3 clusters Score -1196190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1196189.000000 Penalty: 4569.814453
	Iteration 124Q: 3 clusters Score -1196189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1196189.750000 Penalty: 4569.814453
	Iteration 125Q: 3 clusters Score -1196190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -1196190.125000 Penalty: 4569.814453
	Iteration 126Q: 3 clusters Score -1196190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -1196189.875000 Penalty: 4569.814453
	Iteration 127Q: 3 clusters Score -1196190 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1196187.500000 Penalty: 4569.814453
	Iteration 128Q: 3 clusters Score -1196188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1196188.375000 Penalty: 4569.814453
	Iteration 129Q: 3 clusters Score -1196188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1196189.000000 Penalty: 4569.814453
	Iteration 130Q: 3 clusters Score -1196189 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1196190.375000 Penalty: 4569.814453
	Iteration 131Q: 3 clusters Score -1196190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1196190.375000 Penalty: 4569.814453
	Iteration 132F: 3 clusters Score -1196190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (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: -401171.625000 Penalty: 2093.839355
	Iteration 0F: 2 clusters Score -401171.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -396852.031250 Penalty: 4187.678711
	Iteration 0F: 3 clusters Score -396852 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -397909.281250 Penalty: 4187.678711
	Iteration 1F: 3 clusters Score -397909.3 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -398193.968750 Penalty: 4187.678711
	Iteration 2F: 3 clusters Score -398194 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -398436.718750 Penalty: 4187.678711
	Iteration 3F: 3 clusters Score -398436.7 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -398661.843750 Penalty: 4187.678711
	Iteration 4F: 3 clusters Score -398661.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -398844.000000 Penalty: 4187.678711
	Iteration 5Q: 3 clusters Score -398844 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -399003.468750 Penalty: 4187.678711
	Iteration 6Q: 3 clusters Score -399003.5 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -399143.468750 Penalty: 4187.678711
	Iteration 7Q: 3 clusters Score -399143.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -399260.468750 Penalty: 4187.678711
	Iteration 8Q: 3 clusters Score -399260.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -399343.031250 Penalty: 4187.678711
	Iteration 9Q: 3 clusters Score -399343 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -399423.625000 Penalty: 4187.678711
	Iteration 10Q: 3 clusters Score -399423.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2524 members 
Entering Unmasked Estep 
Score: -399484.625000 Penalty: 4187.678711
	Iteration 11Q: 3 clusters Score -399484.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -399551.812500 Penalty: 4187.678711
	Iteration 12Q: 3 clusters Score -399551.8 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -399624.875000 Penalty: 4187.678711
	Iteration 13Q: 3 clusters Score -399624.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -399681.250000 Penalty: 4187.678711
	Iteration 14Q: 3 clusters Score -399681.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -399718.593750 Penalty: 4187.678711
	Iteration 15Q: 3 clusters Score -399718.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -399741.468750 Penalty: 4187.678711
	Iteration 16Q: 3 clusters Score -399741.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -399757.031250 Penalty: 4187.678711
	Iteration 17Q: 3 clusters Score -399757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -399765.750000 Penalty: 4187.678711
	Iteration 18Q: 3 clusters Score -399765.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -399774.875000 Penalty: 4187.678711
	Iteration 19Q: 3 clusters Score -399774.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -399783.250000 Penalty: 4187.678711
	Iteration 20F: 3 clusters Score -399783.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -399788.218750 Penalty: 4187.678711
	Iteration 21Q: 3 clusters Score -399788.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -399791.406250 Penalty: 4187.678711
	Iteration 22Q: 3 clusters Score -399791.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -399793.500000 Penalty: 4187.678711
	Iteration 23Q: 3 clusters Score -399793.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -399794.406250 Penalty: 4187.678711
	Iteration 24Q: 3 clusters Score -399794.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -399796.125000 Penalty: 4187.678711
	Iteration 25Q: 3 clusters Score -399796.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -399797.625000 Penalty: 4187.678711
	Iteration 26Q: 3 clusters Score -399797.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -399798.906250 Penalty: 4187.678711
	Iteration 27Q: 3 clusters Score -399798.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -399798.500000 Penalty: 4187.678711
	Iteration 28Q: 3 clusters Score -399798.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -399799.250000 Penalty: 4187.678711
	Iteration 29Q: 3 clusters Score -399799.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -399799.250000 Penalty: 4187.678711
	Iteration 30F: 3 clusters Score -399799.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17714 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17714 members 
Entering Unmasked Estep 
Score: -1991486.500000 Penalty: 2425.963379
	Iteration 0F: 2 clusters Score -1991486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -1978894.250000 Penalty: 4851.926758
	Iteration 0F: 3 clusters Score -1978894 nChanged 7765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1983271.875000 Penalty: 4851.926758
	Iteration 1F: 3 clusters Score -1983272 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1983798.625000 Penalty: 4851.926758
	Iteration 2F: 3 clusters Score -1983799 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -1984213.000000 Penalty: 4851.926758
	Iteration 3F: 3 clusters Score -1984213 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1984606.250000 Penalty: 4851.926758
	Iteration 4Q: 3 clusters Score -1984606 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7590 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1984993.375000 Penalty: 4851.926758
	Iteration 5Q: 3 clusters Score -1984993 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1985368.625000 Penalty: 4851.926758
	Iteration 6Q: 3 clusters Score -1985369 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -1985758.000000 Penalty: 4851.926758
	Iteration 7Q: 3 clusters Score -1985758 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -1986076.500000 Penalty: 4851.926758
	Iteration 8Q: 3 clusters Score -1986076 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 11620 members 
Entering Unmasked Estep 
Score: -1986404.875000 Penalty: 4851.926758
	Iteration 9Q: 3 clusters Score -1986405 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 12045 members 
Entering Unmasked Estep 
Score: -1986721.000000 Penalty: 4851.926758
	Iteration 10Q: 3 clusters Score -1986721 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -1986992.125000 Penalty: 4851.926758
	Iteration 11Q: 3 clusters Score -1986992 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 12838 members 
Entering Unmasked Estep 
Score: -1987257.375000 Penalty: 4851.926758
	Iteration 12Q: 3 clusters Score -1987257 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -1987483.375000 Penalty: 4851.926758
	Iteration 13Q: 3 clusters Score -1987483 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 13602 members 
Entering Unmasked Estep 
Score: -1987709.875000 Penalty: 4851.926758
	Iteration 14Q: 3 clusters Score -1987710 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -1987916.250000 Penalty: 4851.926758
	Iteration 15Q: 3 clusters Score -1987916 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -1988124.000000 Penalty: 4851.926758
	Iteration 16Q: 3 clusters Score -1988124 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 14679 members 
Entering Unmasked Estep 
Score: -1988318.125000 Penalty: 4851.926758
	Iteration 17Q: 3 clusters Score -1988318 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -1988512.875000 Penalty: 4851.926758
	Iteration 18Q: 3 clusters Score -1988513 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -1988661.250000 Penalty: 4851.926758
	Iteration 19Q: 3 clusters Score -1988661 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 15482 members 
Entering Unmasked Estep 
Score: -1988771.250000 Penalty: 4851.926758
	Iteration 20F: 3 clusters Score -1988771 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -1988876.000000 Penalty: 4851.926758
	Iteration 21Q: 3 clusters Score -1988876 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -1988967.875000 Penalty: 4851.926758
	Iteration 22Q: 3 clusters Score -1988968 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 15970 members 
Entering Unmasked Estep 
Score: -1989033.625000 Penalty: 4851.926758
	Iteration 23Q: 3 clusters Score -1989034 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 16085 members 
Entering Unmasked Estep 
Score: -1989086.000000 Penalty: 4851.926758
	Iteration 24Q: 3 clusters Score -1989086 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -1989138.375000 Penalty: 4851.926758
	Iteration 25Q: 3 clusters Score -1989138 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1989181.250000 Penalty: 4851.926758
	Iteration 26Q: 3 clusters Score -1989181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -1989215.250000 Penalty: 4851.926758
	Iteration 27Q: 3 clusters Score -1989215 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -1989255.125000 Penalty: 4851.926758
	Iteration 28Q: 3 clusters Score -1989255 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -1989277.000000 Penalty: 4851.926758
	Iteration 29Q: 3 clusters Score -1989277 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1989294.250000 Penalty: 4851.926758
	Iteration 30Q: 3 clusters Score -1989294 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 16560 members 
Entering Unmasked Estep 
Score: -1989305.500000 Penalty: 4851.926758
	Iteration 31Q: 3 clusters Score -1989306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -1989316.625000 Penalty: 4851.926758
	Iteration 32Q: 3 clusters Score -1989317 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 16623 members 
Entering Unmasked Estep 
Score: -1989330.500000 Penalty: 4851.926758
	Iteration 33Q: 3 clusters Score -1989330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 16653 members 
Entering Unmasked Estep 
Score: -1989345.875000 Penalty: 4851.926758
	Iteration 34Q: 3 clusters Score -1989346 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 16686 members 
Entering Unmasked Estep 
Score: -1989375.625000 Penalty: 4851.926758
	Iteration 35Q: 3 clusters Score -1989376 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -1989388.000000 Penalty: 4851.926758
	Iteration 36Q: 3 clusters Score -1989388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 16751 members 
Entering Unmasked Estep 
Score: -1989401.000000 Penalty: 4851.926758
	Iteration 37Q: 3 clusters Score -1989401 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 16778 members 
Entering Unmasked Estep 
Score: -1989419.125000 Penalty: 4851.926758
	Iteration 38Q: 3 clusters Score -1989419 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 16794 members 
Entering Unmasked Estep 
Score: -1989429.875000 Penalty: 4851.926758
	Iteration 39Q: 3 clusters Score -1989430 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -1989439.625000 Penalty: 4851.926758
	Iteration 40F: 3 clusters Score -1989440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -1989450.500000 Penalty: 4851.926758
	Iteration 41Q: 3 clusters Score -1989450 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -1989463.625000 Penalty: 4851.926758
	Iteration 42Q: 3 clusters Score -1989464 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -1989468.875000 Penalty: 4851.926758
	Iteration 43Q: 3 clusters Score -1989469 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -1989478.000000 Penalty: 4851.926758
	Iteration 44Q: 3 clusters Score -1989478 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -1989484.750000 Penalty: 4851.926758
	Iteration 45Q: 3 clusters Score -1989485 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16919 members 
Entering Unmasked Estep 
Score: -1989493.250000 Penalty: 4851.926758
	Iteration 46Q: 3 clusters Score -1989493 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -1989496.500000 Penalty: 4851.926758
	Iteration 47Q: 3 clusters Score -1989496 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -1989502.375000 Penalty: 4851.926758
	Iteration 48Q: 3 clusters Score -1989502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 16943 members 
Entering Unmasked Estep 
Score: -1989503.375000 Penalty: 4851.926758
	Iteration 49Q: 3 clusters Score -1989503 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 16946 members 
Entering Unmasked Estep 
Score: -1989502.750000 Penalty: 4851.926758
	Iteration 50Q: 3 clusters Score -1989503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -1989504.750000 Penalty: 4851.926758
	Iteration 51Q: 3 clusters Score -1989505 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 16952 members 
Entering Unmasked Estep 
Score: -1989507.375000 Penalty: 4851.926758
	Iteration 52Q: 3 clusters Score -1989507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 16954 members 
Entering Unmasked Estep 
Score: -1989507.625000 Penalty: 4851.926758
	Iteration 53Q: 3 clusters Score -1989508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1989506.375000 Penalty: 4851.926758
	Iteration 54Q: 3 clusters Score -1989506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -1989506.375000 Penalty: 4851.926758
	Iteration 55F: 3 clusters Score -1989506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (9103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Entering Unmasked Estep 
Score: -1014554.750000 Penalty: 2260.857178
	Iteration 0F: 2 clusters Score -1014555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1007507.750000 Penalty: 4521.714355
	Iteration 0F: 3 clusters Score -1007508 nChanged 3680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4566 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -1009481.000000 Penalty: 4521.714355
	Iteration 1F: 3 clusters Score -1009481 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4499 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1009852.187500 Penalty: 4521.714355
	Iteration 2F: 3 clusters Score -1009852 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1010149.875000 Penalty: 4521.714355
	Iteration 3F: 3 clusters Score -1010150 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1010441.562500 Penalty: 4521.714355
	Iteration 4F: 3 clusters Score -1010442 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1010757.625000 Penalty: 4521.714355
	Iteration 5Q: 3 clusters Score -1010758 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1011066.625000 Penalty: 4521.714355
	Iteration 6Q: 3 clusters Score -1011067 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4460 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -1011401.437500 Penalty: 4521.714355
	Iteration 7Q: 3 clusters Score -1011401 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -1011730.875000 Penalty: 4521.714355
	Iteration 8Q: 3 clusters Score -1011731 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1011994.625000 Penalty: 4521.714355
	Iteration 9Q: 3 clusters Score -1011995 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1012181.812500 Penalty: 4521.714355
	Iteration 10Q: 3 clusters Score -1012182 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4592 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1012295.062500 Penalty: 4521.714355
	Iteration 11Q: 3 clusters Score -1012295 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -1012356.625000 Penalty: 4521.714355
	Iteration 12Q: 3 clusters Score -1012357 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4564 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1012400.125000 Penalty: 4521.714355
	Iteration 13Q: 3 clusters Score -1012400 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1012434.312500 Penalty: 4521.714355
	Iteration 14Q: 3 clusters Score -1012434 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -1012456.000000 Penalty: 4521.714355
	Iteration 15Q: 3 clusters Score -1012456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4483 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1012474.750000 Penalty: 4521.714355
	Iteration 16Q: 3 clusters Score -1012475 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -1012489.062500 Penalty: 4521.714355
	Iteration 17Q: 3 clusters Score -1012489 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1012506.062500 Penalty: 4521.714355
	Iteration 18Q: 3 clusters Score -1012506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1012523.187500 Penalty: 4521.714355
	Iteration 19Q: 3 clusters Score -1012523 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1012548.312500 Penalty: 4521.714355
	Iteration 20F: 3 clusters Score -1012548 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -1012572.750000 Penalty: 4521.714355
	Iteration 21Q: 3 clusters Score -1012573 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -1012591.625000 Penalty: 4521.714355
	Iteration 22Q: 3 clusters Score -1012592 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1012616.312500 Penalty: 4521.714355
	Iteration 23Q: 3 clusters Score -1012616 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1012636.500000 Penalty: 4521.714355
	Iteration 24Q: 3 clusters Score -1012636 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -1012648.937500 Penalty: 4521.714355
	Iteration 25Q: 3 clusters Score -1012649 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1012661.375000 Penalty: 4521.714355
	Iteration 26Q: 3 clusters Score -1012661 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1012673.125000 Penalty: 4521.714355
	Iteration 27Q: 3 clusters Score -1012673 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1012680.625000 Penalty: 4521.714355
	Iteration 28Q: 3 clusters Score -1012681 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1012690.687500 Penalty: 4521.714355
	Iteration 29Q: 3 clusters Score -1012691 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -1012698.937500 Penalty: 4521.714355
	Iteration 30Q: 3 clusters Score -1012699 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1012706.812500 Penalty: 4521.714355
	Iteration 31Q: 3 clusters Score -1012707 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1012715.312500 Penalty: 4521.714355
	Iteration 32Q: 3 clusters Score -1012715 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -1012727.062500 Penalty: 4521.714355
	Iteration 33Q: 3 clusters Score -1012727 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5299 members 
Entering Unmasked Estep 
Score: -1012734.375000 Penalty: 4521.714355
	Iteration 34Q: 3 clusters Score -1012734 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1012744.875000 Penalty: 4521.714355
	Iteration 35Q: 3 clusters Score -1012745 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1012759.062500 Penalty: 4521.714355
	Iteration 36Q: 3 clusters Score -1012759 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1012769.000000 Penalty: 4521.714355
	Iteration 37Q: 3 clusters Score -1012769 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1012784.062500 Penalty: 4521.714355
	Iteration 38Q: 3 clusters Score -1012784 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1012790.875000 Penalty: 4521.714355
	Iteration 39Q: 3 clusters Score -1012791 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1012799.812500 Penalty: 4521.714355
	Iteration 40F: 3 clusters Score -1012800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -1012807.187500 Penalty: 4521.714355
	Iteration 41Q: 3 clusters Score -1012807 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 5571 members 
Entering Unmasked Estep 
Score: -1012818.625000 Penalty: 4521.714355
	Iteration 42Q: 3 clusters Score -1012819 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -1012830.875000 Penalty: 4521.714355
	Iteration 43Q: 3 clusters Score -1012831 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 5625 members 
Entering Unmasked Estep 
Score: -1012845.625000 Penalty: 4521.714355
	Iteration 44Q: 3 clusters Score -1012846 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -1012857.937500 Penalty: 4521.714355
	Iteration 45Q: 3 clusters Score -1012858 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1012884.500000 Penalty: 4521.714355
	Iteration 46Q: 3 clusters Score -1012884 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 5712 members 
Entering Unmasked Estep 
Score: -1012914.250000 Penalty: 4521.714355
	Iteration 47Q: 3 clusters Score -1012914 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -1012956.187500 Penalty: 4521.714355
	Iteration 48Q: 3 clusters Score -1012956 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1012986.937500 Penalty: 4521.714355
	Iteration 49Q: 3 clusters Score -1012987 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -1013005.625000 Penalty: 4521.714355
	Iteration 50Q: 3 clusters Score -1013006 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -1013013.812500 Penalty: 4521.714355
	Iteration 51Q: 3 clusters Score -1013014 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -1013019.937500 Penalty: 4521.714355
	Iteration 52Q: 3 clusters Score -1013020 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1013025.250000 Penalty: 4521.714355
	Iteration 53Q: 3 clusters Score -1013025 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3219 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -1013027.500000 Penalty: 4521.714355
	Iteration 54Q: 3 clusters Score -1013028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1013033.625000 Penalty: 4521.714355
	Iteration 55Q: 3 clusters Score -1013034 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1013036.750000 Penalty: 4521.714355
	Iteration 56Q: 3 clusters Score -1013037 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1013037.375000 Penalty: 4521.714355
	Iteration 57Q: 3 clusters Score -1013037 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1013037.062500 Penalty: 4521.714355
	Iteration 58Q: 3 clusters Score -1013037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 5913 members 
Entering Unmasked Estep 
Score: -1013038.812500 Penalty: 4521.714355
	Iteration 59Q: 3 clusters Score -1013039 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -1013046.812500 Penalty: 4521.714355
	Iteration 60F: 3 clusters Score -1013047 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1013051.562500 Penalty: 4521.714355
	Iteration 61Q: 3 clusters Score -1013052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3175 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -1013052.312500 Penalty: 4521.714355
	Iteration 62Q: 3 clusters Score -1013052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 5939 members 
Entering Unmasked Estep 
Score: -1013055.500000 Penalty: 4521.714355
	Iteration 63Q: 3 clusters Score -1013056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5950 members 
Entering Unmasked Estep 
Score: -1013056.375000 Penalty: 4521.714355
	Iteration 64Q: 3 clusters Score -1013056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 5956 members 
Entering Unmasked Estep 
Score: -1013060.062500 Penalty: 4521.714355
	Iteration 65Q: 3 clusters Score -1013060 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1013060.375000 Penalty: 4521.714355
	Iteration 66Q: 3 clusters Score -1013060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 5972 members 
Entering Unmasked Estep 
Score: -1013060.250000 Penalty: 4521.714355
	Iteration 67Q: 3 clusters Score -1013060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -1013060.875000 Penalty: 4521.714355
	Iteration 68Q: 3 clusters Score -1013061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1013061.125000 Penalty: 4521.714355
	Iteration 69Q: 3 clusters Score -1013061 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -1013065.375000 Penalty: 4521.714355
	Iteration 70Q: 3 clusters Score -1013065 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1013068.125000 Penalty: 4521.714355
	Iteration 71Q: 3 clusters Score -1013068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 6003 members 
Entering Unmasked Estep 
Score: -1013067.000000 Penalty: 4521.714355
	Iteration 72Q: 3 clusters Score -1013067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1013068.437500 Penalty: 4521.714355
	Iteration 73Q: 3 clusters Score -1013068 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1013068.000000 Penalty: 4521.714355
	Iteration 74Q: 3 clusters Score -1013068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1013068.000000 Penalty: 4521.714355
	Iteration 75F: 3 clusters Score -1013068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Entering Unmasked Estep 
Score: -1760834.875000 Penalty: 2380.248779
	Iteration 0F: 2 clusters Score -1760835 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1750189.375000 Penalty: 4760.497559
	Iteration 0F: 3 clusters Score -1750189 nChanged 6356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -1753482.250000 Penalty: 4760.497559
	Iteration 1F: 3 clusters Score -1753482 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1753790.750000 Penalty: 4760.497559
	Iteration 2F: 3 clusters Score -1753791 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -1754023.625000 Penalty: 4760.497559
	Iteration 3Q: 3 clusters Score -1754024 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1754195.375000 Penalty: 4760.497559
	Iteration 4Q: 3 clusters Score -1754195 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -1754328.750000 Penalty: 4760.497559
	Iteration 5Q: 3 clusters Score -1754329 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 7354 members 
Entering Unmasked Estep 
Score: -1754424.625000 Penalty: 4760.497559
	Iteration 6Q: 3 clusters Score -1754425 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -1754520.875000 Penalty: 4760.497559
	Iteration 7Q: 3 clusters Score -1754521 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -1754618.875000 Penalty: 4760.497559
	Iteration 8Q: 3 clusters Score -1754619 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 7372 members 
Entering Unmasked Estep 
Score: -1754716.000000 Penalty: 4760.497559
	Iteration 9Q: 3 clusters Score -1754716 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -1754794.250000 Penalty: 4760.497559
	Iteration 10Q: 3 clusters Score -1754794 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -1754883.375000 Penalty: 4760.497559
	Iteration 11Q: 3 clusters Score -1754883 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 7442 members 
Entering Unmasked Estep 
Score: -1754958.000000 Penalty: 4760.497559
	Iteration 12Q: 3 clusters Score -1754958 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 7489 members 
Entering Unmasked Estep 
Score: -1755029.375000 Penalty: 4760.497559
	Iteration 13Q: 3 clusters Score -1755029 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7187 members 
Mstep: Class 2 contains 7545 members 
Entering Unmasked Estep 
Score: -1755103.125000 Penalty: 4760.497559
	Iteration 14Q: 3 clusters Score -1755103 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -1755188.375000 Penalty: 4760.497559
	Iteration 15Q: 3 clusters Score -1755188 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -1755280.625000 Penalty: 4760.497559
	Iteration 16Q: 3 clusters Score -1755281 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -1755373.000000 Penalty: 4760.497559
	Iteration 17Q: 3 clusters Score -1755373 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -1755490.125000 Penalty: 4760.497559
	Iteration 18Q: 3 clusters Score -1755490 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -1755618.000000 Penalty: 4760.497559
	Iteration 19Q: 3 clusters Score -1755618 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -1755776.625000 Penalty: 4760.497559
	Iteration 20F: 3 clusters Score -1755777 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -1755968.250000 Penalty: 4760.497559
	Iteration 21Q: 3 clusters Score -1755968 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -1756224.250000 Penalty: 4760.497559
	Iteration 22Q: 3 clusters Score -1756224 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 8576 members 
Entering Unmasked Estep 
Score: -1756517.875000 Penalty: 4760.497559
	Iteration 23Q: 3 clusters Score -1756518 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 8792 members 
Entering Unmasked Estep 
Score: -1756832.375000 Penalty: 4760.497559
	Iteration 24Q: 3 clusters Score -1756832 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -1757109.750000 Penalty: 4760.497559
	Iteration 25Q: 3 clusters Score -1757110 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 9202 members 
Entering Unmasked Estep 
Score: -1757346.125000 Penalty: 4760.497559
	Iteration 26Q: 3 clusters Score -1757346 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1757515.625000 Penalty: 4760.497559
	Iteration 27Q: 3 clusters Score -1757516 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1757636.500000 Penalty: 4760.497559
	Iteration 28Q: 3 clusters Score -1757636 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1757720.875000 Penalty: 4760.497559
	Iteration 29Q: 3 clusters Score -1757721 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -1757796.875000 Penalty: 4760.497559
	Iteration 30Q: 3 clusters Score -1757797 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -1757860.125000 Penalty: 4760.497559
	Iteration 31Q: 3 clusters Score -1757860 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1757923.375000 Penalty: 4760.497559
	Iteration 32Q: 3 clusters Score -1757923 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -1757979.000000 Penalty: 4760.497559
	Iteration 33Q: 3 clusters Score -1757979 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 10291 members 
Entering Unmasked Estep 
Score: -1758011.750000 Penalty: 4760.497559
	Iteration 34Q: 3 clusters Score -1758012 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -1758060.500000 Penalty: 4760.497559
	Iteration 35Q: 3 clusters Score -1758060 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -1758082.375000 Penalty: 4760.497559
	Iteration 36Q: 3 clusters Score -1758082 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -1758109.250000 Penalty: 4760.497559
	Iteration 37Q: 3 clusters Score -1758109 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -1758129.750000 Penalty: 4760.497559
	Iteration 38Q: 3 clusters Score -1758130 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -1758149.625000 Penalty: 4760.497559
	Iteration 39Q: 3 clusters Score -1758150 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -1758173.500000 Penalty: 4760.497559
	Iteration 40F: 3 clusters Score -1758174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -1758196.875000 Penalty: 4760.497559
	Iteration 41Q: 3 clusters Score -1758197 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Mstep: Class 2 contains 10994 members 
Entering Unmasked Estep 
Score: -1758219.250000 Penalty: 4760.497559
	Iteration 42Q: 3 clusters Score -1758219 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
Score: -1758237.250000 Penalty: 4760.497559
	Iteration 43Q: 3 clusters Score -1758237 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -1758264.500000 Penalty: 4760.497559
	Iteration 44Q: 3 clusters Score -1758264 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -1758291.250000 Penalty: 4760.497559
	Iteration 45Q: 3 clusters Score -1758291 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -1758312.750000 Penalty: 4760.497559
	Iteration 46Q: 3 clusters Score -1758313 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -1758336.625000 Penalty: 4760.497559
	Iteration 47Q: 3 clusters Score -1758337 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 11462 members 
Entering Unmasked Estep 
Score: -1758359.875000 Penalty: 4760.497559
	Iteration 48Q: 3 clusters Score -1758360 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -1758376.500000 Penalty: 4760.497559
	Iteration 49Q: 3 clusters Score -1758376 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -1758394.875000 Penalty: 4760.497559
	Iteration 50Q: 3 clusters Score -1758395 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -1758423.125000 Penalty: 4760.497559
	Iteration 51Q: 3 clusters Score -1758423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3016 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1758437.625000 Penalty: 4760.497559
	Iteration 52Q: 3 clusters Score -1758438 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 11771 members 
Entering Unmasked Estep 
Score: -1758451.125000 Penalty: 4760.497559
	Iteration 53Q: 3 clusters Score -1758451 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -1758467.375000 Penalty: 4760.497559
	Iteration 54Q: 3 clusters Score -1758467 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -1758482.375000 Penalty: 4760.497559
	Iteration 55Q: 3 clusters Score -1758482 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -1758492.625000 Penalty: 4760.497559
	Iteration 56Q: 3 clusters Score -1758493 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -1758504.750000 Penalty: 4760.497559
	Iteration 57Q: 3 clusters Score -1758505 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -1758517.625000 Penalty: 4760.497559
	Iteration 58Q: 3 clusters Score -1758518 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -1758531.875000 Penalty: 4760.497559
	Iteration 59Q: 3 clusters Score -1758532 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 12106 members 
Entering Unmasked Estep 
Score: -1758540.000000 Penalty: 4760.497559
	Iteration 60F: 3 clusters Score -1758540 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 12134 members 
Entering Unmasked Estep 
Score: -1758543.500000 Penalty: 4760.497559
	Iteration 61Q: 3 clusters Score -1758544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -1758550.750000 Penalty: 4760.497559
	Iteration 62Q: 3 clusters Score -1758551 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 12171 members 
Entering Unmasked Estep 
Score: -1758552.875000 Penalty: 4760.497559
	Iteration 63Q: 3 clusters Score -1758553 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -1758568.250000 Penalty: 4760.497559
	Iteration 64Q: 3 clusters Score -1758568 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -1758572.250000 Penalty: 4760.497559
	Iteration 65Q: 3 clusters Score -1758572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 12279 members 
Entering Unmasked Estep 
Score: -1758582.500000 Penalty: 4760.497559
	Iteration 66Q: 3 clusters Score -1758582 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -1758597.000000 Penalty: 4760.497559
	Iteration 67Q: 3 clusters Score -1758597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -1758609.625000 Penalty: 4760.497559
	Iteration 68Q: 3 clusters Score -1758610 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -1758620.125000 Penalty: 4760.497559
	Iteration 69Q: 3 clusters Score -1758620 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -1758632.125000 Penalty: 4760.497559
	Iteration 70Q: 3 clusters Score -1758632 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -1758639.000000 Penalty: 4760.497559
	Iteration 71Q: 3 clusters Score -1758639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -1758640.875000 Penalty: 4760.497559
	Iteration 72Q: 3 clusters Score -1758641 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 12513 members 
Entering Unmasked Estep 
Score: -1758652.000000 Penalty: 4760.497559
	Iteration 73Q: 3 clusters Score -1758652 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -1758657.125000 Penalty: 4760.497559
	Iteration 74Q: 3 clusters Score -1758657 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -1758660.500000 Penalty: 4760.497559
	Iteration 75Q: 3 clusters Score -1758660 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -1758663.125000 Penalty: 4760.497559
	Iteration 76Q: 3 clusters Score -1758663 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -1758668.000000 Penalty: 4760.497559
	Iteration 77Q: 3 clusters Score -1758668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -1758674.250000 Penalty: 4760.497559
	Iteration 78Q: 3 clusters Score -1758674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 12615 members 
Entering Unmasked Estep 
Score: -1758670.750000 Penalty: 4760.497559
	Iteration 79Q: 3 clusters Score -1758671 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 12623 members 
Entering Unmasked Estep 
Score: -1758669.250000 Penalty: 4760.497559
	Iteration 80F: 3 clusters Score -1758669 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -1758672.000000 Penalty: 4760.497559
	Iteration 81Q: 3 clusters Score -1758672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1758671.375000 Penalty: 4760.497559
	Iteration 82Q: 3 clusters Score -1758671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 12631 members 
Entering Unmasked Estep 
Score: -1758669.375000 Penalty: 4760.497559
	Iteration 83Q: 3 clusters Score -1758669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1758670.375000 Penalty: 4760.497559
	Iteration 84Q: 3 clusters Score -1758670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -1758670.375000 Penalty: 4760.497559
	Iteration 85F: 3 clusters Score -1758670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Entering Unmasked Estep 
Score: -251156.625000 Penalty: 1902.959351
	Iteration 0F: 2 clusters Score -251156.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -248421.265625 Penalty: 3805.918701
	Iteration 0F: 3 clusters Score -248421.3 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -248923.859375 Penalty: 3805.918701
	Iteration 1F: 3 clusters Score -248923.9 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -249041.609375 Penalty: 3805.918701
	Iteration 2F: 3 clusters Score -249041.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -249101.250000 Penalty: 3805.918701
	Iteration 3Q: 3 clusters Score -249101.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -249145.640625 Penalty: 3805.918701
	Iteration 4Q: 3 clusters Score -249145.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -249175.187500 Penalty: 3805.918701
	Iteration 5Q: 3 clusters Score -249175.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -249196.625000 Penalty: 3805.918701
	Iteration 6Q: 3 clusters Score -249196.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -249209.671875 Penalty: 3805.918701
	Iteration 7Q: 3 clusters Score -249209.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -249218.562500 Penalty: 3805.918701
	Iteration 8Q: 3 clusters Score -249218.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -249229.734375 Penalty: 3805.918701
	Iteration 9Q: 3 clusters Score -249229.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -249240.984375 Penalty: 3805.918701
	Iteration 10Q: 3 clusters Score -249241 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -249254.312500 Penalty: 3805.918701
	Iteration 11Q: 3 clusters Score -249254.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -249264.718750 Penalty: 3805.918701
	Iteration 12Q: 3 clusters Score -249264.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -249268.937500 Penalty: 3805.918701
	Iteration 13Q: 3 clusters Score -249268.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -249274.328125 Penalty: 3805.918701
	Iteration 14Q: 3 clusters Score -249274.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -249278.859375 Penalty: 3805.918701
	Iteration 15Q: 3 clusters Score -249278.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -249281.656250 Penalty: 3805.918701
	Iteration 16Q: 3 clusters Score -249281.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -249287.390625 Penalty: 3805.918701
	Iteration 17Q: 3 clusters Score -249287.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -249291.484375 Penalty: 3805.918701
	Iteration 18Q: 3 clusters Score -249291.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -249297.125000 Penalty: 3805.918701
	Iteration 19Q: 3 clusters Score -249297.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -249300.250000 Penalty: 3805.918701
	Iteration 20F: 3 clusters Score -249300.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -249301.468750 Penalty: 3805.918701
	Iteration 21Q: 3 clusters Score -249301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -249302.078125 Penalty: 3805.918701
	Iteration 22Q: 3 clusters Score -249302.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -249302.937500 Penalty: 3805.918701
	Iteration 23Q: 3 clusters Score -249302.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -249303.718750 Penalty: 3805.918701
	Iteration 24Q: 3 clusters Score -249303.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -249304.531250 Penalty: 3805.918701
	Iteration 25Q: 3 clusters Score -249304.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -249304.796875 Penalty: 3805.918701
	Iteration 26Q: 3 clusters Score -249304.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -249306.578125 Penalty: 3805.918701
	Iteration 27Q: 3 clusters Score -249306.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -249306.484375 Penalty: 3805.918701
	Iteration 28Q: 3 clusters Score -249306.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -249306.484375 Penalty: 3805.918701
	Iteration 29F: 3 clusters Score -249306.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (68336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68336 members 
Entering Unmasked Estep 
Score: -8115722.000000 Penalty: 2760.783447
	Iteration 0F: 2 clusters Score -8115722 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 34033 members 
Entering Unmasked Estep 
Score: -8069701.500000 Penalty: 5521.566895
	Iteration 0F: 3 clusters Score -8069702 nChanged 32167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -8088222.500000 Penalty: 5521.566895
	Iteration 1F: 3 clusters Score -8088222 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -8089096.000000 Penalty: 5521.566895
	Iteration 2Q: 3 clusters Score -8089096 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36344 members 
Mstep: Class 2 contains 31992 members 
Entering Unmasked Estep 
Score: -8090070.000000 Penalty: 5521.566895
	Iteration 3Q: 3 clusters Score -8090070 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37458 members 
Mstep: Class 2 contains 30878 members 
Entering Unmasked Estep 
Score: -8091171.000000 Penalty: 5521.566895
	Iteration 4Q: 3 clusters Score -8091171 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38868 members 
Mstep: Class 2 contains 29468 members 
Entering Unmasked Estep 
Score: -8092365.000000 Penalty: 5521.566895
	Iteration 5Q: 3 clusters Score -8092365 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40693 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -8093913.000000 Penalty: 5521.566895
	Iteration 6Q: 3 clusters Score -8093913 nChanged 3309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42940 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -8095851.000000 Penalty: 5521.566895
	Iteration 7Q: 3 clusters Score -8095851 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45566 members 
Mstep: Class 2 contains 22770 members 
Entering Unmasked Estep 
Score: -8098278.500000 Penalty: 5521.566895
	Iteration 8F: 3 clusters Score -8098278 nChanged 3556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48240 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -8100830.000000 Penalty: 5521.566895
	Iteration 9F: 3 clusters Score -8100830 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50695 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -8103192.000000 Penalty: 5521.566895
	Iteration 10Q: 3 clusters Score -8103192 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52844 members 
Mstep: Class 2 contains 15492 members 
Entering Unmasked Estep 
Score: -8105094.500000 Penalty: 5521.566895
	Iteration 11Q: 3 clusters Score -8105094 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -8106516.500000 Penalty: 5521.566895
	Iteration 12Q: 3 clusters Score -8106516 nChanged 2009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -8107649.500000 Penalty: 5521.566895
	Iteration 13Q: 3 clusters Score -8107650 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57485 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -8108453.500000 Penalty: 5521.566895
	Iteration 14Q: 3 clusters Score -8108454 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58770 members 
Mstep: Class 2 contains 9566 members 
Entering Unmasked Estep 
Score: -8109144.500000 Penalty: 5521.566895
	Iteration 15Q: 3 clusters Score -8109144 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59945 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -8109740.500000 Penalty: 5521.566895
	Iteration 16Q: 3 clusters Score -8109740 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61039 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -8110315.000000 Penalty: 5521.566895
	Iteration 17Q: 3 clusters Score -8110315 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62050 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -8110809.500000 Penalty: 5521.566895
	Iteration 18Q: 3 clusters Score -8110810 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62915 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -8111256.500000 Penalty: 5521.566895
	Iteration 19Q: 3 clusters Score -8111256 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63710 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -8111636.000000 Penalty: 5521.566895
	Iteration 20F: 3 clusters Score -8111636 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64437 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -8111986.000000 Penalty: 5521.566895
	Iteration 21Q: 3 clusters Score -8111986 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65045 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -8112280.500000 Penalty: 5521.566895
	Iteration 22Q: 3 clusters Score -8112280 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65551 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -8112527.000000 Penalty: 5521.566895
	Iteration 23Q: 3 clusters Score -8112527 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65946 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -8112707.000000 Penalty: 5521.566895
	Iteration 24Q: 3 clusters Score -8112707 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66281 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -8112856.500000 Penalty: 5521.566895
	Iteration 25Q: 3 clusters Score -8112856 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66543 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8112999.500000 Penalty: 5521.566895
	Iteration 26Q: 3 clusters Score -8113000 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66764 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8113151.000000 Penalty: 5521.566895
	Iteration 27Q: 3 clusters Score -8113151 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66939 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8113236.500000 Penalty: 5521.566895
	Iteration 28Q: 3 clusters Score -8113236 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67051 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -8113312.500000 Penalty: 5521.566895
	Iteration 29Q: 3 clusters Score -8113312 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67134 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8113355.000000 Penalty: 5521.566895
	Iteration 30Q: 3 clusters Score -8113355 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -8113375.000000 Penalty: 5521.566895
	Iteration 31Q: 3 clusters Score -8113375 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67238 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8113408.000000 Penalty: 5521.566895
	Iteration 32Q: 3 clusters Score -8113408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67277 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -8113419.500000 Penalty: 5521.566895
	Iteration 33Q: 3 clusters Score -8113420 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67311 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8113443.000000 Penalty: 5521.566895
	Iteration 34Q: 3 clusters Score -8113443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -8113441.000000 Penalty: 5521.566895
	Iteration 35Q: 3 clusters Score -8113441 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67354 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8113450.500000 Penalty: 5521.566895
	Iteration 36Q: 3 clusters Score -8113450 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67374 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -8113457.500000 Penalty: 5521.566895
	Iteration 37Q: 3 clusters Score -8113458 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67387 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8113465.000000 Penalty: 5521.566895
	Iteration 38Q: 3 clusters Score -8113465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67399 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -8113453.000000 Penalty: 5521.566895
	Iteration 39Q: 3 clusters Score -8113453 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67410 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -8113450.500000 Penalty: 5521.566895
	Iteration 40F: 3 clusters Score -8113450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67420 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8113457.500000 Penalty: 5521.566895
	Iteration 41Q: 3 clusters Score -8113458 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67422 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8113456.000000 Penalty: 5521.566895
	Iteration 42Q: 3 clusters Score -8113456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -8113467.000000 Penalty: 5521.566895
	Iteration 43Q: 3 clusters Score -8113467 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67434 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -8113459.500000 Penalty: 5521.566895
	Iteration 44Q: 3 clusters Score -8113460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8113461.000000 Penalty: 5521.566895
	Iteration 45Q: 3 clusters Score -8113461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67437 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -8113458.000000 Penalty: 5521.566895
	Iteration 46Q: 3 clusters Score -8113458 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67440 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8113466.500000 Penalty: 5521.566895
	Iteration 47Q: 3 clusters Score -8113466 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -8113466.500000 Penalty: 5521.566895
	Iteration 48Q: 3 clusters Score -8113466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67443 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8113468.500000 Penalty: 5521.566895
	Iteration 49Q: 3 clusters Score -8113468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67443 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -8113468.500000 Penalty: 5521.566895
	Iteration 50F: 3 clusters Score -8113468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Entering Unmasked Estep 
Score: -1963426.500000 Penalty: 2422.196777
	Iteration 0F: 2 clusters Score -1963426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -1950936.625000 Penalty: 4844.393555
	Iteration 0F: 3 clusters Score -1950937 nChanged 7669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8865 members 
Mstep: Class 2 contains 8582 members 
Entering Unmasked Estep 
Score: -1955214.125000 Penalty: 4844.393555
	Iteration 1F: 3 clusters Score -1955214 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -1955770.625000 Penalty: 4844.393555
	Iteration 2F: 3 clusters Score -1955771 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1956272.625000 Penalty: 4844.393555
	Iteration 3F: 3 clusters Score -1956273 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -1956751.750000 Penalty: 4844.393555
	Iteration 4F: 3 clusters Score -1956752 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -1957220.125000 Penalty: 4844.393555
	Iteration 5F: 3 clusters Score -1957220 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -1957679.750000 Penalty: 4844.393555
	Iteration 6F: 3 clusters Score -1957680 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -1958086.250000 Penalty: 4844.393555
	Iteration 7Q: 3 clusters Score -1958086 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -1958439.250000 Penalty: 4844.393555
	Iteration 8Q: 3 clusters Score -1958439 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11280 members 
Mstep: Class 2 contains 6167 members 
Entering Unmasked Estep 
Score: -1958746.750000 Penalty: 4844.393555
	Iteration 9Q: 3 clusters Score -1958747 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11599 members 
Mstep: Class 2 contains 5848 members 
Entering Unmasked Estep 
Score: -1959021.500000 Penalty: 4844.393555
	Iteration 10Q: 3 clusters Score -1959022 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -1959258.875000 Penalty: 4844.393555
	Iteration 11Q: 3 clusters Score -1959259 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1959490.375000 Penalty: 4844.393555
	Iteration 12Q: 3 clusters Score -1959490 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1959702.125000 Penalty: 4844.393555
	Iteration 13Q: 3 clusters Score -1959702 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12782 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1959898.125000 Penalty: 4844.393555
	Iteration 14Q: 3 clusters Score -1959898 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -1960049.250000 Penalty: 4844.393555
	Iteration 15Q: 3 clusters Score -1960049 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1960161.875000 Penalty: 4844.393555
	Iteration 16Q: 3 clusters Score -1960162 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13477 members 
Mstep: Class 2 contains 3970 members 
Entering Unmasked Estep 
Score: -1960266.375000 Penalty: 4844.393555
	Iteration 17Q: 3 clusters Score -1960266 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1960358.125000 Penalty: 4844.393555
	Iteration 18Q: 3 clusters Score -1960358 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1960451.250000 Penalty: 4844.393555
	Iteration 19Q: 3 clusters Score -1960451 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -1960551.625000 Penalty: 4844.393555
	Iteration 20F: 3 clusters Score -1960552 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -1960648.625000 Penalty: 4844.393555
	Iteration 21Q: 3 clusters Score -1960649 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14438 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -1960764.750000 Penalty: 4844.393555
	Iteration 22Q: 3 clusters Score -1960765 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1960883.375000 Penalty: 4844.393555
	Iteration 23Q: 3 clusters Score -1960883 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1960994.750000 Penalty: 4844.393555
	Iteration 24Q: 3 clusters Score -1960995 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1961118.250000 Penalty: 4844.393555
	Iteration 25Q: 3 clusters Score -1961118 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -1961194.375000 Penalty: 4844.393555
	Iteration 26Q: 3 clusters Score -1961194 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1961246.125000 Penalty: 4844.393555
	Iteration 27Q: 3 clusters Score -1961246 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1961280.750000 Penalty: 4844.393555
	Iteration 28Q: 3 clusters Score -1961281 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -1961304.375000 Penalty: 4844.393555
	Iteration 29Q: 3 clusters Score -1961304 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -1961320.000000 Penalty: 4844.393555
	Iteration 30Q: 3 clusters Score -1961320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15347 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1961335.375000 Penalty: 4844.393555
	Iteration 31Q: 3 clusters Score -1961335 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1961346.375000 Penalty: 4844.393555
	Iteration 32Q: 3 clusters Score -1961346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -1961351.250000 Penalty: 4844.393555
	Iteration 33Q: 3 clusters Score -1961351 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1961353.000000 Penalty: 4844.393555
	Iteration 34Q: 3 clusters Score -1961353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1961353.875000 Penalty: 4844.393555
	Iteration 35Q: 3 clusters Score -1961354 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15447 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1961359.375000 Penalty: 4844.393555
	Iteration 36Q: 3 clusters Score -1961359 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1961360.875000 Penalty: 4844.393555
	Iteration 37Q: 3 clusters Score -1961361 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1961368.875000 Penalty: 4844.393555
	Iteration 38Q: 3 clusters Score -1961369 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1961369.000000 Penalty: 4844.393555
	Iteration 39Q: 3 clusters Score -1961369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15481 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -1961368.125000 Penalty: 4844.393555
	Iteration 40F: 3 clusters Score -1961368 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -1961371.250000 Penalty: 4844.393555
	Iteration 41Q: 3 clusters Score -1961371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15503 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1961373.250000 Penalty: 4844.393555
	Iteration 42Q: 3 clusters Score -1961373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15514 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1961374.625000 Penalty: 4844.393555
	Iteration 43Q: 3 clusters Score -1961375 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1961380.750000 Penalty: 4844.393555
	Iteration 44Q: 3 clusters Score -1961381 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1961384.625000 Penalty: 4844.393555
	Iteration 45Q: 3 clusters Score -1961385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -1961381.875000 Penalty: 4844.393555
	Iteration 46Q: 3 clusters Score -1961382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1961382.000000 Penalty: 4844.393555
	Iteration 47Q: 3 clusters Score -1961382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15544 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -1961382.000000 Penalty: 4844.393555
	Iteration 48F: 3 clusters Score -1961382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Entering Unmasked Estep 
Score: -1162921.000000 Penalty: 2293.795654
	Iteration 0F: 2 clusters Score -1162921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -1154998.625000 Penalty: 4587.591309
	Iteration 0F: 3 clusters Score -1154999 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 5306 members 
Entering Unmasked Estep 
Score: -1157297.000000 Penalty: 4587.591309
	Iteration 1F: 3 clusters Score -1157297 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -1157648.875000 Penalty: 4587.591309
	Iteration 2F: 3 clusters Score -1157649 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1157901.875000 Penalty: 4587.591309
	Iteration 3F: 3 clusters Score -1157902 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1158080.000000 Penalty: 4587.591309
	Iteration 4Q: 3 clusters Score -1158080 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -1158247.125000 Penalty: 4587.591309
	Iteration 5Q: 3 clusters Score -1158247 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -1158394.125000 Penalty: 4587.591309
	Iteration 6Q: 3 clusters Score -1158394 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1158567.500000 Penalty: 4587.591309
	Iteration 7Q: 3 clusters Score -1158568 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -1158790.500000 Penalty: 4587.591309
	Iteration 8Q: 3 clusters Score -1158790 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1159120.125000 Penalty: 4587.591309
	Iteration 9Q: 3 clusters Score -1159120 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1159444.250000 Penalty: 4587.591309
	Iteration 10Q: 3 clusters Score -1159444 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
Score: -1159723.250000 Penalty: 4587.591309
	Iteration 11Q: 3 clusters Score -1159723 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -1159983.500000 Penalty: 4587.591309
	Iteration 12Q: 3 clusters Score -1159984 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1160216.625000 Penalty: 4587.591309
	Iteration 13Q: 3 clusters Score -1160217 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1160438.500000 Penalty: 4587.591309
	Iteration 14Q: 3 clusters Score -1160438 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1160616.000000 Penalty: 4587.591309
	Iteration 15Q: 3 clusters Score -1160616 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -1160749.875000 Penalty: 4587.591309
	Iteration 16Q: 3 clusters Score -1160750 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 8374 members 
Entering Unmasked Estep 
Score: -1160876.875000 Penalty: 4587.591309
	Iteration 17Q: 3 clusters Score -1160877 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1160990.125000 Penalty: 4587.591309
	Iteration 18Q: 3 clusters Score -1160990 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 8692 members 
Entering Unmasked Estep 
Score: -1161091.875000 Penalty: 4587.591309
	Iteration 19Q: 3 clusters Score -1161092 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -1161170.750000 Penalty: 4587.591309
	Iteration 20F: 3 clusters Score -1161171 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8917 members 
Entering Unmasked Estep 
Score: -1161242.625000 Penalty: 4587.591309
	Iteration 21Q: 3 clusters Score -1161243 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -1161290.625000 Penalty: 4587.591309
	Iteration 22Q: 3 clusters Score -1161291 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 9075 members 
Entering Unmasked Estep 
Score: -1161331.875000 Penalty: 4587.591309
	Iteration 23Q: 3 clusters Score -1161332 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -1161374.625000 Penalty: 4587.591309
	Iteration 24Q: 3 clusters Score -1161375 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 9196 members 
Entering Unmasked Estep 
Score: -1161408.250000 Penalty: 4587.591309
	Iteration 25Q: 3 clusters Score -1161408 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -1161428.625000 Penalty: 4587.591309
	Iteration 26Q: 3 clusters Score -1161429 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1161462.375000 Penalty: 4587.591309
	Iteration 27Q: 3 clusters Score -1161462 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 9322 members 
Entering Unmasked Estep 
Score: -1161484.375000 Penalty: 4587.591309
	Iteration 28Q: 3 clusters Score -1161484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1161504.875000 Penalty: 4587.591309
	Iteration 29Q: 3 clusters Score -1161505 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -1161530.875000 Penalty: 4587.591309
	Iteration 30Q: 3 clusters Score -1161531 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1161543.000000 Penalty: 4587.591309
	Iteration 31Q: 3 clusters Score -1161543 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -1161557.750000 Penalty: 4587.591309
	Iteration 32Q: 3 clusters Score -1161558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -1161577.000000 Penalty: 4587.591309
	Iteration 33Q: 3 clusters Score -1161577 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -1161585.250000 Penalty: 4587.591309
	Iteration 34Q: 3 clusters Score -1161585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -1161598.000000 Penalty: 4587.591309
	Iteration 35Q: 3 clusters Score -1161598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1161608.125000 Penalty: 4587.591309
	Iteration 36Q: 3 clusters Score -1161608 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 9523 members 
Entering Unmasked Estep 
Score: -1161629.750000 Penalty: 4587.591309
	Iteration 37Q: 3 clusters Score -1161630 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 9541 members 
Entering Unmasked Estep 
Score: -1161643.500000 Penalty: 4587.591309
	Iteration 38Q: 3 clusters Score -1161644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -1161653.500000 Penalty: 4587.591309
	Iteration 39Q: 3 clusters Score -1161654 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 9569 members 
Entering Unmasked Estep 
Score: -1161669.250000 Penalty: 4587.591309
	Iteration 40F: 3 clusters Score -1161669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -1161686.875000 Penalty: 4587.591309
	Iteration 41Q: 3 clusters Score -1161687 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -1161692.625000 Penalty: 4587.591309
	Iteration 42Q: 3 clusters Score -1161693 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -1161700.000000 Penalty: 4587.591309
	Iteration 43Q: 3 clusters Score -1161700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -1161701.875000 Penalty: 4587.591309
	Iteration 44Q: 3 clusters Score -1161702 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -1161712.875000 Penalty: 4587.591309
	Iteration 45Q: 3 clusters Score -1161713 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9640 members 
Entering Unmasked Estep 
Score: -1161721.250000 Penalty: 4587.591309
	Iteration 46Q: 3 clusters Score -1161721 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1161734.250000 Penalty: 4587.591309
	Iteration 47Q: 3 clusters Score -1161734 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -1161742.625000 Penalty: 4587.591309
	Iteration 48Q: 3 clusters Score -1161743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -1161743.250000 Penalty: 4587.591309
	Iteration 49Q: 3 clusters Score -1161743 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 9666 members 
Entering Unmasked Estep 
Score: -1161746.750000 Penalty: 4587.591309
	Iteration 50Q: 3 clusters Score -1161747 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -1161748.500000 Penalty: 4587.591309
	Iteration 51Q: 3 clusters Score -1161748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1161749.625000 Penalty: 4587.591309
	Iteration 52Q: 3 clusters Score -1161750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -1161750.625000 Penalty: 4587.591309
	Iteration 53Q: 3 clusters Score -1161751 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9672 members 
Entering Unmasked Estep 
Score: -1161752.875000 Penalty: 4587.591309
	Iteration 54Q: 3 clusters Score -1161753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1161753.375000 Penalty: 4587.591309
	Iteration 55Q: 3 clusters Score -1161753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -1161755.375000 Penalty: 4587.591309
	Iteration 56Q: 3 clusters Score -1161755 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1161756.500000 Penalty: 4587.591309
	Iteration 57Q: 3 clusters Score -1161756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1161757.000000 Penalty: 4587.591309
	Iteration 58Q: 3 clusters Score -1161757 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 9680 members 
Entering Unmasked Estep 
Score: -1161760.125000 Penalty: 4587.591309
	Iteration 59Q: 3 clusters Score -1161760 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1161760.875000 Penalty: 4587.591309
	Iteration 60F: 3 clusters Score -1161761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1161761.500000 Penalty: 4587.591309
	Iteration 61Q: 3 clusters Score -1161762 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 9678 members 
Entering Unmasked Estep 
Score: -1161761.500000 Penalty: 4587.591309
	Iteration 62F: 3 clusters Score -1161762 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Entering Unmasked Estep 
Score: -49627.156250 Penalty: 1533.157104
	Iteration 0F: 2 clusters Score -49627.16 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 257 members 
Entering Unmasked Estep 
Score: -48131.769531 Penalty: 3066.314209
	Iteration 0F: 3 clusters Score -48131.77 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -48304.859375 Penalty: 3066.314209
	Iteration 1F: 3 clusters Score -48304.86 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48342.605469 Penalty: 3066.314209
	Iteration 2Q: 3 clusters Score -48342.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -48371.492188 Penalty: 3066.314209
	Iteration 3Q: 3 clusters Score -48371.49 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48378.164062 Penalty: 3066.314209
	Iteration 4Q: 3 clusters Score -48378.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -48389.949219 Penalty: 3066.314209
	Iteration 5Q: 3 clusters Score -48389.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48395.695312 Penalty: 3066.314209
	Iteration 6Q: 3 clusters Score -48395.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -48395.695312 Penalty: 3066.314209
	Iteration 7F: 3 clusters Score -48395.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -71452.445312 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -71452.45 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 374 members 
Entering Unmasked Estep 
Score: -69725.804688 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -69725.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -70043.781250 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -70043.78 nChanged 56
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: -70194.937500 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -70194.94 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -70297.335938 Penalty: 3274.210205
	Iteration 3Q: 3 clusters Score -70297.34 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -70404.796875 Penalty: 3274.210205
	Iteration 4Q: 3 clusters Score -70404.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -70570.062500 Penalty: 3274.210205
	Iteration 5F: 3 clusters Score -70570.06 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -70784.195312 Penalty: 3274.210205
	Iteration 6Q: 3 clusters Score -70784.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -71180.093750 Penalty: 3274.210205
	Iteration 7F: 3 clusters Score -71180.09 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -71683.718750 Penalty: 3274.210205
	Iteration 8F: 3 clusters Score -71683.72 nChanged 30
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: -71914.656250 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -71914.66 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72086.765625 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -72086.77 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -72349.421875 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -72349.42 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -72762.093750 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -72762.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -73001.460938 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -73001.46 nChanged 1
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: -73003.000000 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -73003 nChanged 0
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: -73003.000000 Penalty: 3274.210205
	Iteration 15F: 3 clusters Score -73003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 84506 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 25190 members 
Mstep: Class 5 contains 169818 members 
Mstep: Class 6 contains 11121 members 
Mstep: Class 7 contains 1761 members 
Mstep: Class 8 contains 24560 members 
Mstep: Class 9 contains 18583 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 302455 members 
Mstep: Class 12 contains 11929 members 
Mstep: Class 13 contains 200000 members 
Mstep: Class 14 contains 7706 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10030 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17714 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 14732 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68336 members 
Mstep: Class 24 contains 17447 members 
Mstep: Class 25 contains 10396 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 322 members 
Mstep: Class 28 contains 191001 members 
Mstep: Class 29 contains 174705 members 
Mstep: Class 30 contains 8139 members 
Mstep: Class 31 contains 965 members 
Mstep: Class 32 contains 414 members 
Entering Unmasked Estep 
Score: -161453520.000000 Penalty: 112415.234375
Splitting cluster 27 changes total score from -161454352.000000 to -161453520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (191001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191001 members 
Entering Unmasked Estep 
Score: -22510942.000000 Penalty: 3015.688477
	Iteration 0F: 2 clusters Score -2.251094e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95511 members 
Mstep: Class 2 contains 95490 members 
Entering Unmasked Estep 
Score: -22384902.000000 Penalty: 6031.376953
	Iteration 0F: 3 clusters Score -2.23849e+07 nChanged 92107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94906 members 
Mstep: Class 2 contains 96095 members 
Entering Unmasked Estep 
Score: -22438816.000000 Penalty: 6031.376953
	Iteration 1F: 3 clusters Score -2.243882e+07 nChanged 6140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94084 members 
Mstep: Class 2 contains 96917 members 
Entering Unmasked Estep 
Score: -22440458.000000 Penalty: 6031.376953
	Iteration 2Q: 3 clusters Score -2.244046e+07 nChanged 6877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92533 members 
Mstep: Class 2 contains 98468 members 
Entering Unmasked Estep 
Score: -22442740.000000 Penalty: 6031.376953
	Iteration 3Q: 3 clusters Score -2.244274e+07 nChanged 8378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89863 members 
Mstep: Class 2 contains 101138 members 
Entering Unmasked Estep 
Score: -22446096.000000 Penalty: 6031.376953
	Iteration 4Q: 3 clusters Score -2.24461e+07 nChanged 10345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85554 members 
Mstep: Class 2 contains 105447 members 
Entering Unmasked Estep 
Score: -22451656.000000 Penalty: 6031.376953
	Iteration 5F: 3 clusters Score -2.245166e+07 nChanged 12266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79516 members 
Mstep: Class 2 contains 111485 members 
Entering Unmasked Estep 
Score: -22459164.000000 Penalty: 6031.376953
	Iteration 6F: 3 clusters Score -2.245916e+07 nChanged 13582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72056 members 
Mstep: Class 2 contains 118945 members 
Entering Unmasked Estep 
Score: -22469148.000000 Penalty: 6031.376953
	Iteration 7F: 3 clusters Score -2.246915e+07 nChanged 13171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64611 members 
Mstep: Class 2 contains 126390 members 
Entering Unmasked Estep 
Score: -22479946.000000 Penalty: 6031.376953
	Iteration 8F: 3 clusters Score -2.247995e+07 nChanged 11006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58737 members 
Mstep: Class 2 contains 132264 members 
Entering Unmasked Estep 
Score: -22488466.000000 Penalty: 6031.376953
	Iteration 9F: 3 clusters Score -2.248847e+07 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54504 members 
Mstep: Class 2 contains 136497 members 
Entering Unmasked Estep 
Score: -22492896.000000 Penalty: 6031.376953
	Iteration 10Q: 3 clusters Score -2.24929e+07 nChanged 4899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50959 members 
Mstep: Class 2 contains 140042 members 
Entering Unmasked Estep 
Score: -22495080.000000 Penalty: 6031.376953
	Iteration 11Q: 3 clusters Score -2.249508e+07 nChanged 3761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 143401 members 
Entering Unmasked Estep 
Score: -22496578.000000 Penalty: 6031.376953
	Iteration 12Q: 3 clusters Score -2.249658e+07 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44468 members 
Mstep: Class 2 contains 146533 members 
Entering Unmasked Estep 
Score: -22497838.000000 Penalty: 6031.376953
	Iteration 13Q: 3 clusters Score -2.249784e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 149578 members 
Entering Unmasked Estep 
Score: -22499254.000000 Penalty: 6031.376953
	Iteration 14Q: 3 clusters Score -2.249925e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38412 members 
Mstep: Class 2 contains 152589 members 
Entering Unmasked Estep 
Score: -22500276.000000 Penalty: 6031.376953
	Iteration 15Q: 3 clusters Score -2.250028e+07 nChanged 2891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 155460 members 
Entering Unmasked Estep 
Score: -22501272.000000 Penalty: 6031.376953
	Iteration 16Q: 3 clusters Score -2.250127e+07 nChanged 2933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 158385 members 
Entering Unmasked Estep 
Score: -22502162.000000 Penalty: 6031.376953
	Iteration 17Q: 3 clusters Score -2.250216e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 161283 members 
Entering Unmasked Estep 
Score: -22503042.000000 Penalty: 6031.376953
	Iteration 18Q: 3 clusters Score -2.250304e+07 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 164068 members 
Entering Unmasked Estep 
Score: -22503886.000000 Penalty: 6031.376953
	Iteration 19Q: 3 clusters Score -2.250389e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 166690 members 
Entering Unmasked Estep 
Score: -22504598.000000 Penalty: 6031.376953
	Iteration 20F: 3 clusters Score -2.25046e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 169138 members 
Entering Unmasked Estep 
Score: -22505226.000000 Penalty: 6031.376953
	Iteration 21Q: 3 clusters Score -2.250523e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 171479 members 
Entering Unmasked Estep 
Score: -22505836.000000 Penalty: 6031.376953
	Iteration 22Q: 3 clusters Score -2.250584e+07 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 173638 members 
Entering Unmasked Estep 
Score: -22506388.000000 Penalty: 6031.376953
	Iteration 23Q: 3 clusters Score -2.250639e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 175582 members 
Entering Unmasked Estep 
Score: -22506900.000000 Penalty: 6031.376953
	Iteration 24Q: 3 clusters Score -2.25069e+07 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 177344 members 
Entering Unmasked Estep 
Score: -22507300.000000 Penalty: 6031.376953
	Iteration 25Q: 3 clusters Score -2.25073e+07 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 178961 members 
Entering Unmasked Estep 
Score: -22507536.000000 Penalty: 6031.376953
	Iteration 26Q: 3 clusters Score -2.250754e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 180330 members 
Entering Unmasked Estep 
Score: -22507746.000000 Penalty: 6031.376953
	Iteration 27Q: 3 clusters Score -2.250775e+07 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 181595 members 
Entering Unmasked Estep 
Score: -22508088.000000 Penalty: 6031.376953
	Iteration 28Q: 3 clusters Score -2.250809e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 182715 members 
Entering Unmasked Estep 
Score: -22508396.000000 Penalty: 6031.376953
	Iteration 29Q: 3 clusters Score -2.25084e+07 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 183621 members 
Entering Unmasked Estep 
Score: -22508616.000000 Penalty: 6031.376953
	Iteration 30Q: 3 clusters Score -2.250862e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 184399 members 
Entering Unmasked Estep 
Score: -22508654.000000 Penalty: 6031.376953
	Iteration 31Q: 3 clusters Score -2.250865e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 185077 members 
Entering Unmasked Estep 
Score: -22508810.000000 Penalty: 6031.376953
	Iteration 32Q: 3 clusters Score -2.250881e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 185696 members 
Entering Unmasked Estep 
Score: -22508952.000000 Penalty: 6031.376953
	Iteration 33Q: 3 clusters Score -2.250895e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 186220 members 
Entering Unmasked Estep 
Score: -22509108.000000 Penalty: 6031.376953
	Iteration 34Q: 3 clusters Score -2.250911e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 186641 members 
Entering Unmasked Estep 
Score: -22509212.000000 Penalty: 6031.376953
	Iteration 35Q: 3 clusters Score -2.250921e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 186993 members 
Entering Unmasked Estep 
Score: -22509216.000000 Penalty: 6031.376953
	Iteration 36Q: 3 clusters Score -2.250922e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 187262 members 
Entering Unmasked Estep 
Score: -22509202.000000 Penalty: 6031.376953
	Iteration 37Q: 3 clusters Score -2.25092e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 187505 members 
Entering Unmasked Estep 
Score: -22509238.000000 Penalty: 6031.376953
	Iteration 38Q: 3 clusters Score -2.250924e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 187712 members 
Entering Unmasked Estep 
Score: -22509228.000000 Penalty: 6031.376953
	Iteration 39Q: 3 clusters Score -2.250923e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 187895 members 
Entering Unmasked Estep 
Score: -22509220.000000 Penalty: 6031.376953
	Iteration 40F: 3 clusters Score -2.250922e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2945 members 
Mstep: Class 2 contains 188056 members 
Entering Unmasked Estep 
Score: -22509248.000000 Penalty: 6031.376953
	Iteration 41Q: 3 clusters Score -2.250925e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 188188 members 
Entering Unmasked Estep 
Score: -22509250.000000 Penalty: 6031.376953
	Iteration 42Q: 3 clusters Score -2.250925e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 188294 members 
Entering Unmasked Estep 
Score: -22509262.000000 Penalty: 6031.376953
	Iteration 43Q: 3 clusters Score -2.250926e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 188382 members 
Entering Unmasked Estep 
Score: -22509252.000000 Penalty: 6031.376953
	Iteration 44Q: 3 clusters Score -2.250925e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 188449 members 
Entering Unmasked Estep 
Score: -22509230.000000 Penalty: 6031.376953
	Iteration 45Q: 3 clusters Score -2.250923e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 188507 members 
Entering Unmasked Estep 
Score: -22509232.000000 Penalty: 6031.376953
	Iteration 46Q: 3 clusters Score -2.250923e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 188545 members 
Entering Unmasked Estep 
Score: -22509236.000000 Penalty: 6031.376953
	Iteration 47Q: 3 clusters Score -2.250924e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 188583 members 
Entering Unmasked Estep 
Score: -22509206.000000 Penalty: 6031.376953
	Iteration 48Q: 3 clusters Score -2.250921e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 188618 members 
Entering Unmasked Estep 
Score: -22509234.000000 Penalty: 6031.376953
	Iteration 49Q: 3 clusters Score -2.250923e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 188647 members 
Entering Unmasked Estep 
Score: -22509206.000000 Penalty: 6031.376953
	Iteration 50Q: 3 clusters Score -2.250921e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 188678 members 
Entering Unmasked Estep 
Score: -22509198.000000 Penalty: 6031.376953
	Iteration 51Q: 3 clusters Score -2.25092e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 188704 members 
Entering Unmasked Estep 
Score: -22509200.000000 Penalty: 6031.376953
	Iteration 52Q: 3 clusters Score -2.25092e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 188722 members 
Entering Unmasked Estep 
Score: -22509190.000000 Penalty: 6031.376953
	Iteration 53Q: 3 clusters Score -2.250919e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 188748 members 
Entering Unmasked Estep 
Score: -22509188.000000 Penalty: 6031.376953
	Iteration 54Q: 3 clusters Score -2.250919e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 188768 members 
Entering Unmasked Estep 
Score: -22509192.000000 Penalty: 6031.376953
	Iteration 55Q: 3 clusters Score -2.250919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 188786 members 
Entering Unmasked Estep 
Score: -22509180.000000 Penalty: 6031.376953
	Iteration 56Q: 3 clusters Score -2.250918e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 188798 members 
Entering Unmasked Estep 
Score: -22509188.000000 Penalty: 6031.376953
	Iteration 57Q: 3 clusters Score -2.250919e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 188819 members 
Entering Unmasked Estep 
Score: -22509170.000000 Penalty: 6031.376953
	Iteration 58Q: 3 clusters Score -2.250917e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 188829 members 
Entering Unmasked Estep 
Score: -22509162.000000 Penalty: 6031.376953
	Iteration 59Q: 3 clusters Score -2.250916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 188835 members 
Entering Unmasked Estep 
Score: -22509148.000000 Penalty: 6031.376953
	Iteration 60F: 3 clusters Score -2.250915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 188844 members 
Entering Unmasked Estep 
Score: -22509146.000000 Penalty: 6031.376953
	Iteration 61Q: 3 clusters Score -2.250915e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 188853 members 
Entering Unmasked Estep 
Score: -22509164.000000 Penalty: 6031.376953
	Iteration 62Q: 3 clusters Score -2.250916e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 188860 members 
Entering Unmasked Estep 
Score: -22509150.000000 Penalty: 6031.376953
	Iteration 63Q: 3 clusters Score -2.250915e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 188865 members 
Entering Unmasked Estep 
Score: -22509152.000000 Penalty: 6031.376953
	Iteration 64Q: 3 clusters Score -2.250915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 188867 members 
Entering Unmasked Estep 
Score: -22509150.000000 Penalty: 6031.376953
	Iteration 65Q: 3 clusters Score -2.250915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 188870 members 
Entering Unmasked Estep 
Score: -22509144.000000 Penalty: 6031.376953
	Iteration 66Q: 3 clusters Score -2.250914e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 188872 members 
Entering Unmasked Estep 
Score: -22509150.000000 Penalty: 6031.376953
	Iteration 67Q: 3 clusters Score -2.250915e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 188876 members 
Entering Unmasked Estep 
Score: -22509140.000000 Penalty: 6031.376953
	Iteration 68Q: 3 clusters Score -2.250914e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 188877 members 
Entering Unmasked Estep 
Score: -22509134.000000 Penalty: 6031.376953
	Iteration 69Q: 3 clusters Score -2.250913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 188879 members 
Entering Unmasked Estep 
Score: -22509150.000000 Penalty: 6031.376953
	Iteration 70Q: 3 clusters Score -2.250915e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 188881 members 
Entering Unmasked Estep 
Score: -22509146.000000 Penalty: 6031.376953
	Iteration 71Q: 3 clusters Score -2.250915e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 188882 members 
Entering Unmasked Estep 
Score: -22509156.000000 Penalty: 6031.376953
	Iteration 72Q: 3 clusters Score -2.250916e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 188884 members 
Entering Unmasked Estep 
Score: -22509146.000000 Penalty: 6031.376953
	Iteration 73Q: 3 clusters Score -2.250915e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 188884 members 
Entering Unmasked Estep 
Score: -22509146.000000 Penalty: 6031.376953
	Iteration 74F: 3 clusters Score -2.250915e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (174705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174705 members 
Entering Unmasked Estep 
Score: -20585994.000000 Penalty: 2993.571777
	Iteration 0F: 2 clusters Score -2.058599e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87428 members 
Mstep: Class 2 contains 87277 members 
Entering Unmasked Estep 
Score: -20470624.000000 Penalty: 5987.143555
	Iteration 0F: 3 clusters Score -2.047062e+07 nChanged 83454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90386 members 
Mstep: Class 2 contains 84319 members 
Entering Unmasked Estep 
Score: -20520048.000000 Penalty: 5987.143555
	Iteration 1F: 3 clusters Score -2.052005e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92227 members 
Mstep: Class 2 contains 82478 members 
Entering Unmasked Estep 
Score: -20521502.000000 Penalty: 5987.143555
	Iteration 2Q: 3 clusters Score -2.05215e+07 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94925 members 
Mstep: Class 2 contains 79780 members 
Entering Unmasked Estep 
Score: -20523184.000000 Penalty: 5987.143555
	Iteration 3Q: 3 clusters Score -2.052318e+07 nChanged 6782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98675 members 
Mstep: Class 2 contains 76030 members 
Entering Unmasked Estep 
Score: -20525512.000000 Penalty: 5987.143555
	Iteration 4Q: 3 clusters Score -2.052551e+07 nChanged 7767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103892 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -20528962.000000 Penalty: 5987.143555
	Iteration 5Q: 3 clusters Score -2.052896e+07 nChanged 9031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110845 members 
Mstep: Class 2 contains 63860 members 
Entering Unmasked Estep 
Score: -20533902.000000 Penalty: 5987.143555
	Iteration 6F: 3 clusters Score -2.05339e+07 nChanged 10389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119658 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -20541268.000000 Penalty: 5987.143555
	Iteration 7F: 3 clusters Score -2.054127e+07 nChanged 11081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129373 members 
Mstep: Class 2 contains 45332 members 
Entering Unmasked Estep 
Score: -20550454.000000 Penalty: 5987.143555
	Iteration 8F: 3 clusters Score -2.055045e+07 nChanged 10275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138286 members 
Mstep: Class 2 contains 36419 members 
Entering Unmasked Estep 
Score: -20559490.000000 Penalty: 5987.143555
	Iteration 9F: 3 clusters Score -2.055949e+07 nChanged 8418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145252 members 
Mstep: Class 2 contains 29453 members 
Entering Unmasked Estep 
Score: -20566382.000000 Penalty: 5987.143555
	Iteration 10Q: 3 clusters Score -2.056638e+07 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150250 members 
Mstep: Class 2 contains 24455 members 
Entering Unmasked Estep 
Score: -20570702.000000 Penalty: 5987.143555
	Iteration 11Q: 3 clusters Score -2.05707e+07 nChanged 4427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154237 members 
Mstep: Class 2 contains 20468 members 
Entering Unmasked Estep 
Score: -20573340.000000 Penalty: 5987.143555
	Iteration 12Q: 3 clusters Score -2.057334e+07 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157749 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -20575512.000000 Penalty: 5987.143555
	Iteration 13Q: 3 clusters Score -2.057551e+07 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160904 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -20577296.000000 Penalty: 5987.143555
	Iteration 14Q: 3 clusters Score -2.05773e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163637 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -20578780.000000 Penalty: 5987.143555
	Iteration 15Q: 3 clusters Score -2.057878e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165951 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -20579920.000000 Penalty: 5987.143555
	Iteration 16Q: 3 clusters Score -2.057992e+07 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167826 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -20580798.000000 Penalty: 5987.143555
	Iteration 17Q: 3 clusters Score -2.05808e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169303 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -20581428.000000 Penalty: 5987.143555
	Iteration 18Q: 3 clusters Score -2.058143e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170478 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -20582012.000000 Penalty: 5987.143555
	Iteration 19Q: 3 clusters Score -2.058201e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171357 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -20582298.000000 Penalty: 5987.143555
	Iteration 20F: 3 clusters Score -2.05823e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172031 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -20582572.000000 Penalty: 5987.143555
	Iteration 21Q: 3 clusters Score -2.058257e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172530 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -20582798.000000 Penalty: 5987.143555
	Iteration 22Q: 3 clusters Score -2.05828e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172891 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -20582962.000000 Penalty: 5987.143555
	Iteration 23Q: 3 clusters Score -2.058296e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173144 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -20583112.000000 Penalty: 5987.143555
	Iteration 24Q: 3 clusters Score -2.058311e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173320 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -20583244.000000 Penalty: 5987.143555
	Iteration 25Q: 3 clusters Score -2.058324e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173442 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -20583278.000000 Penalty: 5987.143555
	Iteration 26Q: 3 clusters Score -2.058328e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173546 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -20583314.000000 Penalty: 5987.143555
	Iteration 27Q: 3 clusters Score -2.058331e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173625 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -20583382.000000 Penalty: 5987.143555
	Iteration 28Q: 3 clusters Score -2.058338e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173689 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -20583434.000000 Penalty: 5987.143555
	Iteration 29Q: 3 clusters Score -2.058343e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173747 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -20583462.000000 Penalty: 5987.143555
	Iteration 30Q: 3 clusters Score -2.058346e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173789 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -20583500.000000 Penalty: 5987.143555
	Iteration 31Q: 3 clusters Score -2.05835e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173825 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -20583520.000000 Penalty: 5987.143555
	Iteration 32Q: 3 clusters Score -2.058352e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173846 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -20583532.000000 Penalty: 5987.143555
	Iteration 33Q: 3 clusters Score -2.058353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173870 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -20583536.000000 Penalty: 5987.143555
	Iteration 34Q: 3 clusters Score -2.058354e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173885 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -20583544.000000 Penalty: 5987.143555
	Iteration 35Q: 3 clusters Score -2.058354e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173895 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -20583526.000000 Penalty: 5987.143555
	Iteration 36Q: 3 clusters Score -2.058353e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173908 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -20583528.000000 Penalty: 5987.143555
	Iteration 37Q: 3 clusters Score -2.058353e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173912 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -20583528.000000 Penalty: 5987.143555
	Iteration 38Q: 3 clusters Score -2.058353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173919 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -20583530.000000 Penalty: 5987.143555
	Iteration 39Q: 3 clusters Score -2.058353e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173927 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -20583554.000000 Penalty: 5987.143555
	Iteration 40F: 3 clusters Score -2.058355e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173933 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -20583562.000000 Penalty: 5987.143555
	Iteration 41Q: 3 clusters Score -2.058356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173941 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -20583540.000000 Penalty: 5987.143555
	Iteration 42Q: 3 clusters Score -2.058354e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173945 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -20583564.000000 Penalty: 5987.143555
	Iteration 43Q: 3 clusters Score -2.058356e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173953 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -20583560.000000 Penalty: 5987.143555
	Iteration 44Q: 3 clusters Score -2.058356e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173962 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -20583580.000000 Penalty: 5987.143555
	Iteration 45Q: 3 clusters Score -2.058358e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173970 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -20583574.000000 Penalty: 5987.143555
	Iteration 46Q: 3 clusters Score -2.058357e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173974 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -20583568.000000 Penalty: 5987.143555
	Iteration 47Q: 3 clusters Score -2.058357e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173975 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -20583570.000000 Penalty: 5987.143555
	Iteration 48Q: 3 clusters Score -2.058357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173978 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -20583576.000000 Penalty: 5987.143555
	Iteration 49Q: 3 clusters Score -2.058358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173981 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -20583580.000000 Penalty: 5987.143555
	Iteration 50Q: 3 clusters Score -2.058358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173987 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -20583578.000000 Penalty: 5987.143555
	Iteration 51Q: 3 clusters Score -2.058358e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173989 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -20583578.000000 Penalty: 5987.143555
	Iteration 52Q: 3 clusters Score -2.058358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173992 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -20583580.000000 Penalty: 5987.143555
	Iteration 53Q: 3 clusters Score -2.058358e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173995 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -20583578.000000 Penalty: 5987.143555
	Iteration 54Q: 3 clusters Score -2.058358e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173997 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -20583592.000000 Penalty: 5987.143555
	Iteration 55Q: 3 clusters Score -2.058359e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173998 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20583586.000000 Penalty: 5987.143555
	Iteration 56Q: 3 clusters Score -2.058359e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173998 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -20583586.000000 Penalty: 5987.143555
	Iteration 57F: 3 clusters Score -2.058359e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Entering Unmasked Estep 
Score: -739909.875000 Penalty: 2233.096680
	Iteration 0F: 2 clusters Score -739909.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -733401.375000 Penalty: 4466.193359
	Iteration 0F: 3 clusters Score -733401.4 nChanged 3419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -735377.437500 Penalty: 4466.193359
	Iteration 1F: 3 clusters Score -735377.4 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -735711.375000 Penalty: 4466.193359
	Iteration 2F: 3 clusters Score -735711.4 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -735982.000000 Penalty: 4466.193359
	Iteration 3F: 3 clusters Score -735982 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -736215.812500 Penalty: 4466.193359
	Iteration 4F: 3 clusters Score -736215.8 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -736407.312500 Penalty: 4466.193359
	Iteration 5Q: 3 clusters Score -736407.3 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -736550.437500 Penalty: 4466.193359
	Iteration 6Q: 3 clusters Score -736550.4 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -736672.437500 Penalty: 4466.193359
	Iteration 7Q: 3 clusters Score -736672.4 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -736781.125000 Penalty: 4466.193359
	Iteration 8Q: 3 clusters Score -736781.1 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -736882.812500 Penalty: 4466.193359
	Iteration 9Q: 3 clusters Score -736882.8 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -736977.125000 Penalty: 4466.193359
	Iteration 10Q: 3 clusters Score -736977.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -737054.062500 Penalty: 4466.193359
	Iteration 11Q: 3 clusters Score -737054.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -737105.125000 Penalty: 4466.193359
	Iteration 12Q: 3 clusters Score -737105.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -737149.750000 Penalty: 4466.193359
	Iteration 13Q: 3 clusters Score -737149.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -737189.250000 Penalty: 4466.193359
	Iteration 14Q: 3 clusters Score -737189.2 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -737225.375000 Penalty: 4466.193359
	Iteration 15Q: 3 clusters Score -737225.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -737247.875000 Penalty: 4466.193359
	Iteration 16Q: 3 clusters Score -737247.9 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -737269.625000 Penalty: 4466.193359
	Iteration 17Q: 3 clusters Score -737269.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -737287.562500 Penalty: 4466.193359
	Iteration 18Q: 3 clusters Score -737287.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -737300.875000 Penalty: 4466.193359
	Iteration 19Q: 3 clusters Score -737300.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -737313.000000 Penalty: 4466.193359
	Iteration 20F: 3 clusters Score -737313 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -737323.250000 Penalty: 4466.193359
	Iteration 21Q: 3 clusters Score -737323.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -737336.750000 Penalty: 4466.193359
	Iteration 22Q: 3 clusters Score -737336.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5351 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -737350.250000 Penalty: 4466.193359
	Iteration 23Q: 3 clusters Score -737350.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -737357.625000 Penalty: 4466.193359
	Iteration 24Q: 3 clusters Score -737357.6 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -737373.187500 Penalty: 4466.193359
	Iteration 25Q: 3 clusters Score -737373.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5406 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -737389.250000 Penalty: 4466.193359
	Iteration 26Q: 3 clusters Score -737389.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -737407.125000 Penalty: 4466.193359
	Iteration 27Q: 3 clusters Score -737407.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5473 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -737432.500000 Penalty: 4466.193359
	Iteration 28Q: 3 clusters Score -737432.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -737456.562500 Penalty: 4466.193359
	Iteration 29Q: 3 clusters Score -737456.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5532 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -737471.687500 Penalty: 4466.193359
	Iteration 30Q: 3 clusters Score -737471.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -737489.625000 Penalty: 4466.193359
	Iteration 31Q: 3 clusters Score -737489.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -737498.687500 Penalty: 4466.193359
	Iteration 32Q: 3 clusters Score -737498.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -737505.250000 Penalty: 4466.193359
	Iteration 33Q: 3 clusters Score -737505.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -737514.437500 Penalty: 4466.193359
	Iteration 34Q: 3 clusters Score -737514.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -737523.687500 Penalty: 4466.193359
	Iteration 35Q: 3 clusters Score -737523.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -737531.125000 Penalty: 4466.193359
	Iteration 36Q: 3 clusters Score -737531.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -737541.375000 Penalty: 4466.193359
	Iteration 37Q: 3 clusters Score -737541.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -737546.562500 Penalty: 4466.193359
	Iteration 38Q: 3 clusters Score -737546.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -737553.937500 Penalty: 4466.193359
	Iteration 39Q: 3 clusters Score -737553.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -737558.375000 Penalty: 4466.193359
	Iteration 40F: 3 clusters Score -737558.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -737564.312500 Penalty: 4466.193359
	Iteration 41Q: 3 clusters Score -737564.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -737571.312500 Penalty: 4466.193359
	Iteration 42Q: 3 clusters Score -737571.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -737574.687500 Penalty: 4466.193359
	Iteration 43Q: 3 clusters Score -737574.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -737582.062500 Penalty: 4466.193359
	Iteration 44Q: 3 clusters Score -737582.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5705 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -737588.812500 Penalty: 4466.193359
	Iteration 45Q: 3 clusters Score -737588.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -737595.000000 Penalty: 4466.193359
	Iteration 46Q: 3 clusters Score -737595 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -737598.687500 Penalty: 4466.193359
	Iteration 47Q: 3 clusters Score -737598.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5731 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -737604.000000 Penalty: 4466.193359
	Iteration 48Q: 3 clusters Score -737604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -737607.000000 Penalty: 4466.193359
	Iteration 49Q: 3 clusters Score -737607 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -737611.250000 Penalty: 4466.193359
	Iteration 50Q: 3 clusters Score -737611.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5762 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -737612.500000 Penalty: 4466.193359
	Iteration 51Q: 3 clusters Score -737612.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -737613.500000 Penalty: 4466.193359
	Iteration 52Q: 3 clusters Score -737613.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -737617.187500 Penalty: 4466.193359
	Iteration 53Q: 3 clusters Score -737617.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -737619.625000 Penalty: 4466.193359
	Iteration 54Q: 3 clusters Score -737619.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -737619.312500 Penalty: 4466.193359
	Iteration 55Q: 3 clusters Score -737619.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -737619.375000 Penalty: 4466.193359
	Iteration 56Q: 3 clusters Score -737619.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -737619.250000 Penalty: 4466.193359
	Iteration 57Q: 3 clusters Score -737619.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -737620.687500 Penalty: 4466.193359
	Iteration 58Q: 3 clusters Score -737620.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -737620.562500 Penalty: 4466.193359
	Iteration 59Q: 3 clusters Score -737620.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -737620.562500 Penalty: 4466.193359
	Iteration 60F: 3 clusters Score -737620.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Entering Unmasked Estep 
Score: -103347.367188 Penalty: 1704.287720
	Iteration 0F: 2 clusters Score -103347.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -101428.062500 Penalty: 3408.575439
	Iteration 0F: 3 clusters Score -101428.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101713.750000 Penalty: 3408.575439
	Iteration 1F: 3 clusters Score -101713.8 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -101799.687500 Penalty: 3408.575439
	Iteration 2F: 3 clusters Score -101799.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -101833.367188 Penalty: 3408.575439
	Iteration 3Q: 3 clusters Score -101833.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101853.750000 Penalty: 3408.575439
	Iteration 4Q: 3 clusters Score -101853.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -101870.710938 Penalty: 3408.575439
	Iteration 5Q: 3 clusters Score -101870.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -101879.914062 Penalty: 3408.575439
	Iteration 6Q: 3 clusters Score -101879.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101892.187500 Penalty: 3408.575439
	Iteration 7Q: 3 clusters Score -101892.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101912.421875 Penalty: 3408.575439
	Iteration 8Q: 3 clusters Score -101912.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101921.273438 Penalty: 3408.575439
	Iteration 9Q: 3 clusters Score -101921.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -101935.328125 Penalty: 3408.575439
	Iteration 10Q: 3 clusters Score -101935.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -101942.976562 Penalty: 3408.575439
	Iteration 11Q: 3 clusters Score -101943 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101949.625000 Penalty: 3408.575439
	Iteration 12Q: 3 clusters Score -101949.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101951.953125 Penalty: 3408.575439
	Iteration 13Q: 3 clusters Score -101952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101953.765625 Penalty: 3408.575439
	Iteration 14Q: 3 clusters Score -101953.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101956.210938 Penalty: 3408.575439
	Iteration 15Q: 3 clusters Score -101956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -101956.210938 Penalty: 3408.575439
	Iteration 16F: 3 clusters Score -101956.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22133 members 
Mstep: Class 2 contains 84506 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 25190 members 
Mstep: Class 5 contains 169818 members 
Mstep: Class 6 contains 11121 members 
Mstep: Class 7 contains 1761 members 
Mstep: Class 8 contains 24560 members 
Mstep: Class 9 contains 18583 members 
Mstep: Class 10 contains 1822 members 
Mstep: Class 11 contains 302455 members 
Mstep: Class 12 contains 11929 members 
Mstep: Class 13 contains 200000 members 
Mstep: Class 14 contains 7706 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10030 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17714 members 
Mstep: Class 20 contains 9103 members 
Mstep: Class 21 contains 14732 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68336 members 
Mstep: Class 24 contains 17447 members 
Mstep: Class 25 contains 10396 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191001 members 
Mstep: Class 29 contains 174705 members 
Mstep: Class 30 contains 8139 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454352.000000 Penalty: 108902.257812
Iteration 159Q: 32 clusters Score -1.614544e+08 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22149 members 
Mstep: Class 2 contains 84355 members 
Mstep: Class 3 contains 1648 members 
Mstep: Class 4 contains 25185 members 
Mstep: Class 5 contains 169800 members 
Mstep: Class 6 contains 11264 members 
Mstep: Class 7 contains 1762 members 
Mstep: Class 8 contains 24570 members 
Mstep: Class 9 contains 18585 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 302449 members 
Mstep: Class 12 contains 11928 members 
Mstep: Class 13 contains 200012 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10032 members 
Mstep: Class 18 contains 4643 members 
Mstep: Class 19 contains 17706 members 
Mstep: Class 20 contains 9079 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68342 members 
Mstep: Class 24 contains 17439 members 
Mstep: Class 25 contains 10395 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191036 members 
Mstep: Class 29 contains 174695 members 
Mstep: Class 30 contains 8146 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454368.000000 Penalty: 108902.257812
Iteration 160F: 32 clusters Score -1.614544e+08 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22157 members 
Mstep: Class 2 contains 84174 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 25183 members 
Mstep: Class 5 contains 169758 members 
Mstep: Class 6 contains 11420 members 
Mstep: Class 7 contains 1764 members 
Mstep: Class 8 contains 24582 members 
Mstep: Class 9 contains 18587 members 
Mstep: Class 10 contains 1821 members 
Mstep: Class 11 contains 302483 members 
Mstep: Class 12 contains 11929 members 
Mstep: Class 13 contains 200012 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10035 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17692 members 
Mstep: Class 20 contains 9051 members 
Mstep: Class 21 contains 14733 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68353 members 
Mstep: Class 24 contains 17436 members 
Mstep: Class 25 contains 10397 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191096 members 
Mstep: Class 29 contains 174673 members 
Mstep: Class 30 contains 8148 members 
Mstep: Class 31 contains 965 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454464.000000 Penalty: 108902.257812
Iteration 161Q: 32 clusters Score -1.614545e+08 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 83990 members 
Mstep: Class 3 contains 1649 members 
Mstep: Class 4 contains 25179 members 
Mstep: Class 5 contains 169723 members 
Mstep: Class 6 contains 11569 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 24586 members 
Mstep: Class 9 contains 18589 members 
Mstep: Class 10 contains 1820 members 
Mstep: Class 11 contains 302528 members 
Mstep: Class 12 contains 11932 members 
Mstep: Class 13 contains 200010 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10038 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17690 members 
Mstep: Class 20 contains 9024 members 
Mstep: Class 21 contains 14734 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68360 members 
Mstep: Class 24 contains 17432 members 
Mstep: Class 25 contains 10394 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191135 members 
Mstep: Class 29 contains 174669 members 
Mstep: Class 30 contains 8151 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454128.000000 Penalty: 108902.257812
Iteration 162Q: 32 clusters Score -1.614541e+08 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 83834 members 
Mstep: Class 3 contains 1650 members 
Mstep: Class 4 contains 25178 members 
Mstep: Class 5 contains 169679 members 
Mstep: Class 6 contains 11698 members 
Mstep: Class 7 contains 1765 members 
Mstep: Class 8 contains 24589 members 
Mstep: Class 9 contains 18592 members 
Mstep: Class 10 contains 1820 members 
Mstep: Class 11 contains 302568 members 
Mstep: Class 12 contains 11937 members 
Mstep: Class 13 contains 200005 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10042 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 8993 members 
Mstep: Class 21 contains 14740 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68364 members 
Mstep: Class 24 contains 17430 members 
Mstep: Class 25 contains 10392 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191178 members 
Mstep: Class 29 contains 174675 members 
Mstep: Class 30 contains 8155 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454288.000000 Penalty: 108902.257812
Iteration 163Q: 32 clusters Score -1.614543e+08 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 83701 members 
Mstep: Class 3 contains 1651 members 
Mstep: Class 4 contains 25170 members 
Mstep: Class 5 contains 169646 members 
Mstep: Class 6 contains 11812 members 
Mstep: Class 7 contains 1766 members 
Mstep: Class 8 contains 24587 members 
Mstep: Class 9 contains 18596 members 
Mstep: Class 10 contains 1820 members 
Mstep: Class 11 contains 302581 members 
Mstep: Class 12 contains 11940 members 
Mstep: Class 13 contains 200010 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10041 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17681 members 
Mstep: Class 20 contains 8953 members 
Mstep: Class 21 contains 14740 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68365 members 
Mstep: Class 24 contains 17429 members 
Mstep: Class 25 contains 10392 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191218 members 
Mstep: Class 29 contains 174707 members 
Mstep: Class 30 contains 8158 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454240.000000 Penalty: 108902.257812
Iteration 164Q: 32 clusters Score -1.614542e+08 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 83568 members 
Mstep: Class 3 contains 1652 members 
Mstep: Class 4 contains 25161 members 
Mstep: Class 5 contains 169613 members 
Mstep: Class 6 contains 11911 members 
Mstep: Class 7 contains 1767 members 
Mstep: Class 8 contains 24587 members 
Mstep: Class 9 contains 18601 members 
Mstep: Class 10 contains 1818 members 
Mstep: Class 11 contains 302586 members 
Mstep: Class 12 contains 11938 members 
Mstep: Class 13 contains 200004 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10045 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17683 members 
Mstep: Class 20 contains 8920 members 
Mstep: Class 21 contains 14739 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68365 members 
Mstep: Class 24 contains 17426 members 
Mstep: Class 25 contains 10393 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191303 members 
Mstep: Class 29 contains 174714 members 
Mstep: Class 30 contains 8159 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454368.000000 Penalty: 108902.257812
Iteration 165Q: 32 clusters Score -1.614544e+08 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22180 members 
Mstep: Class 2 contains 83434 members 
Mstep: Class 3 contains 1653 members 
Mstep: Class 4 contains 25155 members 
Mstep: Class 5 contains 169598 members 
Mstep: Class 6 contains 12003 members 
Mstep: Class 7 contains 1769 members 
Mstep: Class 8 contains 24589 members 
Mstep: Class 9 contains 18609 members 
Mstep: Class 10 contains 1818 members 
Mstep: Class 11 contains 302578 members 
Mstep: Class 12 contains 11938 members 
Mstep: Class 13 contains 199999 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10047 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17683 members 
Mstep: Class 20 contains 8897 members 
Mstep: Class 21 contains 14742 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68368 members 
Mstep: Class 24 contains 17423 members 
Mstep: Class 25 contains 10391 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191372 members 
Mstep: Class 29 contains 174726 members 
Mstep: Class 30 contains 8160 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454336.000000 Penalty: 108902.257812
Iteration 166Q: 32 clusters Score -1.614543e+08 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 83265 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 25153 members 
Mstep: Class 5 contains 169594 members 
Mstep: Class 6 contains 12109 members 
Mstep: Class 7 contains 1770 members 
Mstep: Class 8 contains 24591 members 
Mstep: Class 9 contains 18616 members 
Mstep: Class 10 contains 1817 members 
Mstep: Class 11 contains 302581 members 
Mstep: Class 12 contains 11938 members 
Mstep: Class 13 contains 199990 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10051 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17683 members 
Mstep: Class 20 contains 8878 members 
Mstep: Class 21 contains 14742 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68373 members 
Mstep: Class 24 contains 17415 members 
Mstep: Class 25 contains 10389 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191427 members 
Mstep: Class 29 contains 174748 members 
Mstep: Class 30 contains 8162 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454016.000000 Penalty: 108902.257812
Iteration 167Q: 32 clusters Score -1.61454e+08 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 83133 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 25150 members 
Mstep: Class 5 contains 169577 members 
Mstep: Class 6 contains 12197 members 
Mstep: Class 7 contains 1771 members 
Mstep: Class 8 contains 24588 members 
Mstep: Class 9 contains 18620 members 
Mstep: Class 10 contains 1816 members 
Mstep: Class 11 contains 302557 members 
Mstep: Class 12 contains 11937 members 
Mstep: Class 13 contains 199997 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10055 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 17689 members 
Mstep: Class 20 contains 8857 members 
Mstep: Class 21 contains 14742 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68380 members 
Mstep: Class 24 contains 17408 members 
Mstep: Class 25 contains 10385 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191510 members 
Mstep: Class 29 contains 174748 members 
Mstep: Class 30 contains 8167 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453952.000000 Penalty: 108902.257812
Iteration 168Q: 32 clusters Score -1.61454e+08 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22196 members 
Mstep: Class 2 contains 83009 members 
Mstep: Class 3 contains 1654 members 
Mstep: Class 4 contains 25152 members 
Mstep: Class 5 contains 169564 members 
Mstep: Class 6 contains 12272 members 
Mstep: Class 7 contains 1773 members 
Mstep: Class 8 contains 24585 members 
Mstep: Class 9 contains 18623 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 11 contains 302541 members 
Mstep: Class 12 contains 11937 members 
Mstep: Class 13 contains 200002 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10056 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17691 members 
Mstep: Class 20 contains 8846 members 
Mstep: Class 21 contains 14743 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68391 members 
Mstep: Class 24 contains 17402 members 
Mstep: Class 25 contains 10383 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191574 members 
Mstep: Class 29 contains 174749 members 
Mstep: Class 30 contains 8175 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453888.000000 Penalty: 108902.257812
Iteration 169Q: 32 clusters Score -1.614539e+08 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22207 members 
Mstep: Class 2 contains 82878 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 25151 members 
Mstep: Class 5 contains 169533 members 
Mstep: Class 6 contains 12340 members 
Mstep: Class 7 contains 1776 members 
Mstep: Class 8 contains 24586 members 
Mstep: Class 9 contains 18626 members 
Mstep: Class 10 contains 1813 members 
Mstep: Class 11 contains 302548 members 
Mstep: Class 12 contains 11935 members 
Mstep: Class 13 contains 200027 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10060 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17690 members 
Mstep: Class 20 contains 8837 members 
Mstep: Class 21 contains 14743 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68402 members 
Mstep: Class 24 contains 17394 members 
Mstep: Class 25 contains 10384 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191613 members 
Mstep: Class 29 contains 174756 members 
Mstep: Class 30 contains 8177 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161453920.000000 Penalty: 108902.257812
Iteration 170Q: 32 clusters Score -1.614539e+08 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22218 members 
Mstep: Class 2 contains 82786 members 
Mstep: Class 3 contains 1655 members 
Mstep: Class 4 contains 25152 members 
Mstep: Class 5 contains 169506 members 
Mstep: Class 6 contains 12400 members 
Mstep: Class 7 contains 1779 members 
Mstep: Class 8 contains 24585 members 
Mstep: Class 9 contains 18628 members 
Mstep: Class 10 contains 1812 members 
Mstep: Class 11 contains 302531 members 
Mstep: Class 12 contains 11936 members 
Mstep: Class 13 contains 200053 members 
Mstep: Class 14 contains 7706 members 
Mstep: Class 15 contains 3641 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10062 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17691 members 
Mstep: Class 20 contains 8822 members 
Mstep: Class 21 contains 14744 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68417 members 
Mstep: Class 24 contains 17387 members 
Mstep: Class 25 contains 10386 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191640 members 
Mstep: Class 29 contains 174761 members 
Mstep: Class 30 contains 8181 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454128.000000 Penalty: 108902.257812
Iteration 171Q: 32 clusters Score -1.614541e+08 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 82684 members 
Mstep: Class 3 contains 1656 members 
Mstep: Class 4 contains 25149 members 
Mstep: Class 5 contains 169477 members 
Mstep: Class 6 contains 12458 members 
Mstep: Class 7 contains 1782 members 
Mstep: Class 8 contains 24581 members 
Mstep: Class 9 contains 18629 members 
Mstep: Class 10 contains 1811 members 
Mstep: Class 11 contains 302537 members 
Mstep: Class 12 contains 11936 members 
Mstep: Class 13 contains 200070 members 
Mstep: Class 14 contains 7708 members 
Mstep: Class 15 contains 3640 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 17693 members 
Mstep: Class 20 contains 8805 members 
Mstep: Class 21 contains 14746 members 
Mstep: Class 22 contains 2150 members 
Mstep: Class 23 contains 68428 members 
Mstep: Class 24 contains 17381 members 
Mstep: Class 25 contains 10385 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191673 members 
Mstep: Class 29 contains 174776 members 
Mstep: Class 30 contains 8188 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 10. Lose 3511.066162 but Gain 3512.976562
Score: -161453776.000000 Penalty: 105389.281250
Iteration 172Q: 31 clusters Score -1.614538e+08 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22224 members 
Mstep: Class 2 contains 82818 members 
Mstep: Class 3 contains 1943 members 
Mstep: Class 4 contains 25490 members 
Mstep: Class 5 contains 169638 members 
Mstep: Class 6 contains 12571 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 8 contains 24685 members 
Mstep: Class 9 contains 18651 members 
Mstep: Class 11 contains 302912 members 
Mstep: Class 12 contains 11963 members 
Mstep: Class 13 contains 200096 members 
Mstep: Class 14 contains 7719 members 
Mstep: Class 15 contains 3647 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10063 members 
Mstep: Class 18 contains 4635 members 
Mstep: Class 19 contains 17712 members 
Mstep: Class 20 contains 8781 members 
Mstep: Class 21 contains 14751 members 
Mstep: Class 22 contains 2154 members 
Mstep: Class 23 contains 68448 members 
Mstep: Class 24 contains 17379 members 
Mstep: Class 25 contains 10411 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191776 members 
Mstep: Class 29 contains 174818 members 
Mstep: Class 30 contains 8198 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454896.000000 Penalty: 105389.281250
Iteration 173Q: 31 clusters Score -1.614549e+08 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 82660 members 
Mstep: Class 3 contains 2091 members 
Mstep: Class 4 contains 25555 members 
Mstep: Class 5 contains 169579 members 
Mstep: Class 6 contains 12619 members 
Mstep: Class 7 contains 1785 members 
Mstep: Class 8 contains 24682 members 
Mstep: Class 9 contains 18659 members 
Mstep: Class 11 contains 302734 members 
Mstep: Class 12 contains 11962 members 
Mstep: Class 13 contains 200163 members 
Mstep: Class 14 contains 7710 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10065 members 
Mstep: Class 18 contains 4634 members 
Mstep: Class 19 contains 17692 members 
Mstep: Class 20 contains 8751 members 
Mstep: Class 21 contains 14750 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 68460 members 
Mstep: Class 24 contains 17369 members 
Mstep: Class 25 contains 10412 members 
Mstep: Class 26 contains 484 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191860 members 
Mstep: Class 29 contains 174835 members 
Mstep: Class 30 contains 8204 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455408.000000 Penalty: 105389.281250
Iteration 174Q: 31 clusters Score -1.614554e+08 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 82545 members 
Mstep: Class 3 contains 2168 members 
Mstep: Class 4 contains 25570 members 
Mstep: Class 5 contains 169549 members 
Mstep: Class 6 contains 12665 members 
Mstep: Class 7 contains 1787 members 
Mstep: Class 8 contains 24688 members 
Mstep: Class 9 contains 18670 members 
Mstep: Class 11 contains 302648 members 
Mstep: Class 12 contains 11960 members 
Mstep: Class 13 contains 200208 members 
Mstep: Class 14 contains 7707 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10070 members 
Mstep: Class 18 contains 4635 members 
Mstep: Class 19 contains 17683 members 
Mstep: Class 20 contains 8716 members 
Mstep: Class 21 contains 14748 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 68467 members 
Mstep: Class 24 contains 17361 members 
Mstep: Class 25 contains 10415 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191923 members 
Mstep: Class 29 contains 174836 members 
Mstep: Class 30 contains 8210 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455664.000000 Penalty: 105389.281250
Iteration 175Q: 31 clusters Score -1.614557e+08 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 82442 members 
Mstep: Class 3 contains 2221 members 
Mstep: Class 4 contains 25571 members 
Mstep: Class 5 contains 169531 members 
Mstep: Class 6 contains 12713 members 
Mstep: Class 7 contains 1788 members 
Mstep: Class 8 contains 24700 members 
Mstep: Class 9 contains 18677 members 
Mstep: Class 11 contains 302600 members 
Mstep: Class 12 contains 11957 members 
Mstep: Class 13 contains 200231 members 
Mstep: Class 14 contains 7707 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10075 members 
Mstep: Class 18 contains 4636 members 
Mstep: Class 19 contains 17678 members 
Mstep: Class 20 contains 8683 members 
Mstep: Class 21 contains 14751 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 68477 members 
Mstep: Class 24 contains 17340 members 
Mstep: Class 25 contains 10415 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191948 members 
Mstep: Class 29 contains 174869 members 
Mstep: Class 30 contains 8216 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455520.000000 Penalty: 105389.281250
Iteration 176Q: 31 clusters Score -1.614555e+08 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22244 members 
Mstep: Class 2 contains 82335 members 
Mstep: Class 3 contains 2258 members 
Mstep: Class 4 contains 25566 members 
Mstep: Class 5 contains 169509 members 
Mstep: Class 6 contains 12772 members 
Mstep: Class 7 contains 1792 members 
Mstep: Class 8 contains 24708 members 
Mstep: Class 9 contains 18682 members 
Mstep: Class 11 contains 302584 members 
Mstep: Class 12 contains 11958 members 
Mstep: Class 13 contains 200256 members 
Mstep: Class 14 contains 7703 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 1189 members 
Mstep: Class 17 contains 10076 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 17668 members 
Mstep: Class 20 contains 8658 members 
Mstep: Class 21 contains 14754 members 
Mstep: Class 22 contains 2153 members 
Mstep: Class 23 contains 68484 members 
Mstep: Class 24 contains 17325 members 
Mstep: Class 25 contains 10417 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 191979 members 
Mstep: Class 29 contains 174883 members 
Mstep: Class 30 contains 8221 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455648.000000 Penalty: 105389.281250
Iteration 177Q: 31 clusters Score -1.614556e+08 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 82225 members 
Mstep: Class 3 contains 2274 members 
Mstep: Class 4 contains 25565 members 
Mstep: Class 5 contains 169497 members 
Mstep: Class 6 contains 12845 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 24712 members 
Mstep: Class 9 contains 18688 members 
Mstep: Class 11 contains 302577 members 
Mstep: Class 12 contains 11960 members 
Mstep: Class 13 contains 200258 members 
Mstep: Class 14 contains 7703 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10076 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 17669 members 
Mstep: Class 20 contains 8643 members 
Mstep: Class 21 contains 14757 members 
Mstep: Class 22 contains 2152 members 
Mstep: Class 23 contains 68496 members 
Mstep: Class 24 contains 17311 members 
Mstep: Class 25 contains 10418 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192010 members 
Mstep: Class 29 contains 174878 members 
Mstep: Class 30 contains 8228 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455520.000000 Penalty: 105389.281250
Iteration 178Q: 31 clusters Score -1.614555e+08 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22254 members 
Mstep: Class 2 contains 82135 members 
Mstep: Class 3 contains 2283 members 
Mstep: Class 4 contains 25560 members 
Mstep: Class 5 contains 169478 members 
Mstep: Class 6 contains 12907 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 24714 members 
Mstep: Class 9 contains 18697 members 
Mstep: Class 11 contains 302576 members 
Mstep: Class 12 contains 11964 members 
Mstep: Class 13 contains 200269 members 
Mstep: Class 14 contains 7703 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10077 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 17670 members 
Mstep: Class 20 contains 8634 members 
Mstep: Class 21 contains 14765 members 
Mstep: Class 22 contains 2151 members 
Mstep: Class 23 contains 68500 members 
Mstep: Class 24 contains 17297 members 
Mstep: Class 25 contains 10419 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192055 members 
Mstep: Class 29 contains 174848 members 
Mstep: Class 30 contains 8237 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455856.000000 Penalty: 105389.281250
Iteration 179Q: 31 clusters Score -1.614559e+08 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 82059 members 
Mstep: Class 3 contains 2292 members 
Mstep: Class 4 contains 25548 members 
Mstep: Class 5 contains 169461 members 
Mstep: Class 6 contains 12956 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 24716 members 
Mstep: Class 9 contains 18702 members 
Mstep: Class 11 contains 302573 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 200281 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10078 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 17664 members 
Mstep: Class 20 contains 8624 members 
Mstep: Class 21 contains 14769 members 
Mstep: Class 22 contains 2149 members 
Mstep: Class 23 contains 68506 members 
Mstep: Class 24 contains 17291 members 
Mstep: Class 25 contains 10422 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192089 members 
Mstep: Class 29 contains 174837 members 
Mstep: Class 30 contains 8244 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455888.000000 Penalty: 105389.281250
Iteration 180F: 31 clusters Score -1.614559e+08 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 81995 members 
Mstep: Class 3 contains 2300 members 
Mstep: Class 4 contains 25543 members 
Mstep: Class 5 contains 169455 members 
Mstep: Class 6 contains 13006 members 
Mstep: Class 7 contains 1795 members 
Mstep: Class 8 contains 24716 members 
Mstep: Class 9 contains 18708 members 
Mstep: Class 11 contains 302561 members 
Mstep: Class 12 contains 11968 members 
Mstep: Class 13 contains 200286 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10079 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 17661 members 
Mstep: Class 20 contains 8614 members 
Mstep: Class 21 contains 14773 members 
Mstep: Class 22 contains 2148 members 
Mstep: Class 23 contains 68517 members 
Mstep: Class 24 contains 17284 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192112 members 
Mstep: Class 29 contains 174818 members 
Mstep: Class 30 contains 8252 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455856.000000 Penalty: 105389.281250
Iteration 181Q: 31 clusters Score -1.614559e+08 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 81936 members 
Mstep: Class 3 contains 2302 members 
Mstep: Class 4 contains 25533 members 
Mstep: Class 5 contains 169437 members 
Mstep: Class 6 contains 13056 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24718 members 
Mstep: Class 9 contains 18711 members 
Mstep: Class 11 contains 302558 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 200281 members 
Mstep: Class 14 contains 7706 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10080 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 17664 members 
Mstep: Class 20 contains 8602 members 
Mstep: Class 21 contains 14774 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 68523 members 
Mstep: Class 24 contains 17279 members 
Mstep: Class 25 contains 10430 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192142 members 
Mstep: Class 29 contains 174817 members 
Mstep: Class 30 contains 8256 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456016.000000 Penalty: 105389.281250
Iteration 182Q: 31 clusters Score -1.61456e+08 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22275 members 
Mstep: Class 2 contains 81876 members 
Mstep: Class 3 contains 2307 members 
Mstep: Class 4 contains 25524 members 
Mstep: Class 5 contains 169411 members 
Mstep: Class 6 contains 13099 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24726 members 
Mstep: Class 9 contains 18717 members 
Mstep: Class 11 contains 302567 members 
Mstep: Class 12 contains 11971 members 
Mstep: Class 13 contains 200290 members 
Mstep: Class 14 contains 7707 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10082 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17666 members 
Mstep: Class 20 contains 8592 members 
Mstep: Class 21 contains 14776 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 68529 members 
Mstep: Class 24 contains 17271 members 
Mstep: Class 25 contains 10432 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192154 members 
Mstep: Class 29 contains 174815 members 
Mstep: Class 30 contains 8256 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456208.000000 Penalty: 105389.281250
Iteration 183Q: 31 clusters Score -1.614562e+08 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 81810 members 
Mstep: Class 3 contains 2309 members 
Mstep: Class 4 contains 25525 members 
Mstep: Class 5 contains 169395 members 
Mstep: Class 6 contains 13144 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24730 members 
Mstep: Class 9 contains 18723 members 
Mstep: Class 11 contains 302579 members 
Mstep: Class 12 contains 11967 members 
Mstep: Class 13 contains 200286 members 
Mstep: Class 14 contains 7706 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10086 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17672 members 
Mstep: Class 20 contains 8584 members 
Mstep: Class 21 contains 14778 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 68530 members 
Mstep: Class 24 contains 17264 members 
Mstep: Class 25 contains 10433 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192179 members 
Mstep: Class 29 contains 174810 members 
Mstep: Class 30 contains 8256 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456240.000000 Penalty: 105389.281250
Iteration 184Q: 31 clusters Score -1.614562e+08 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 81747 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 25526 members 
Mstep: Class 5 contains 169395 members 
Mstep: Class 6 contains 13192 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24732 members 
Mstep: Class 9 contains 18728 members 
Mstep: Class 11 contains 302571 members 
Mstep: Class 12 contains 11966 members 
Mstep: Class 13 contains 200284 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10088 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17672 members 
Mstep: Class 20 contains 8575 members 
Mstep: Class 21 contains 14777 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 68536 members 
Mstep: Class 24 contains 17259 members 
Mstep: Class 25 contains 10433 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192201 members 
Mstep: Class 29 contains 174818 members 
Mstep: Class 30 contains 8257 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456496.000000 Penalty: 105389.281250
Iteration 185Q: 31 clusters Score -1.614565e+08 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 81691 members 
Mstep: Class 3 contains 2308 members 
Mstep: Class 4 contains 25524 members 
Mstep: Class 5 contains 169401 members 
Mstep: Class 6 contains 13239 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24732 members 
Mstep: Class 9 contains 18731 members 
Mstep: Class 11 contains 302558 members 
Mstep: Class 12 contains 11966 members 
Mstep: Class 13 contains 200286 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10090 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17673 members 
Mstep: Class 20 contains 8564 members 
Mstep: Class 21 contains 14776 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 68541 members 
Mstep: Class 24 contains 17257 members 
Mstep: Class 25 contains 10433 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192231 members 
Mstep: Class 29 contains 174812 members 
Mstep: Class 30 contains 8258 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456400.000000 Penalty: 105389.281250
Iteration 186Q: 31 clusters Score -1.614564e+08 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 81616 members 
Mstep: Class 3 contains 2310 members 
Mstep: Class 4 contains 25520 members 
Mstep: Class 5 contains 169399 members 
Mstep: Class 6 contains 13292 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24734 members 
Mstep: Class 9 contains 18732 members 
Mstep: Class 11 contains 302559 members 
Mstep: Class 12 contains 11968 members 
Mstep: Class 13 contains 200293 members 
Mstep: Class 14 contains 7702 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10092 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17676 members 
Mstep: Class 20 contains 8558 members 
Mstep: Class 21 contains 14778 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 68546 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10433 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192247 members 
Mstep: Class 29 contains 174805 members 
Mstep: Class 30 contains 8259 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456224.000000 Penalty: 105389.281250
Iteration 187Q: 31 clusters Score -1.614562e+08 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 81538 members 
Mstep: Class 3 contains 2313 members 
Mstep: Class 4 contains 25515 members 
Mstep: Class 5 contains 169403 members 
Mstep: Class 6 contains 13346 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24736 members 
Mstep: Class 9 contains 18732 members 
Mstep: Class 11 contains 302547 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 200287 members 
Mstep: Class 14 contains 7699 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10093 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17676 members 
Mstep: Class 20 contains 8551 members 
Mstep: Class 21 contains 14779 members 
Mstep: Class 22 contains 2147 members 
Mstep: Class 23 contains 68550 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10432 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192275 members 
Mstep: Class 29 contains 174816 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456272.000000 Penalty: 105389.281250
Iteration 188Q: 31 clusters Score -1.614563e+08 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 81480 members 
Mstep: Class 3 contains 2314 members 
Mstep: Class 4 contains 25511 members 
Mstep: Class 5 contains 169393 members 
Mstep: Class 6 contains 13394 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24739 members 
Mstep: Class 9 contains 18734 members 
Mstep: Class 11 contains 302540 members 
Mstep: Class 12 contains 11971 members 
Mstep: Class 13 contains 200291 members 
Mstep: Class 14 contains 7698 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10094 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17675 members 
Mstep: Class 20 contains 8540 members 
Mstep: Class 21 contains 14781 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68552 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192302 members 
Mstep: Class 29 contains 174817 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456144.000000 Penalty: 105389.281250
Iteration 189Q: 31 clusters Score -1.614561e+08 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 81436 members 
Mstep: Class 3 contains 2316 members 
Mstep: Class 4 contains 25514 members 
Mstep: Class 5 contains 169404 members 
Mstep: Class 6 contains 13438 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 18733 members 
Mstep: Class 11 contains 302517 members 
Mstep: Class 12 contains 11971 members 
Mstep: Class 13 contains 200287 members 
Mstep: Class 14 contains 7698 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10093 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17675 members 
Mstep: Class 20 contains 8528 members 
Mstep: Class 21 contains 14781 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68558 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192315 members 
Mstep: Class 29 contains 174822 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456160.000000 Penalty: 105389.281250
Iteration 190Q: 31 clusters Score -1.614562e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 81396 members 
Mstep: Class 3 contains 2319 members 
Mstep: Class 4 contains 25509 members 
Mstep: Class 5 contains 169399 members 
Mstep: Class 6 contains 13471 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24739 members 
Mstep: Class 9 contains 18735 members 
Mstep: Class 11 contains 302515 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 200286 members 
Mstep: Class 14 contains 7699 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10092 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17675 members 
Mstep: Class 20 contains 8512 members 
Mstep: Class 21 contains 14782 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68560 members 
Mstep: Class 24 contains 17254 members 
Mstep: Class 25 contains 10432 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192337 members 
Mstep: Class 29 contains 174820 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456288.000000 Penalty: 105389.281250
Iteration 191Q: 31 clusters Score -1.614563e+08 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 81357 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 4 contains 25509 members 
Mstep: Class 5 contains 169392 members 
Mstep: Class 6 contains 13503 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24739 members 
Mstep: Class 9 contains 18735 members 
Mstep: Class 11 contains 302515 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 200284 members 
Mstep: Class 14 contains 7699 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10094 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17675 members 
Mstep: Class 20 contains 8496 members 
Mstep: Class 21 contains 14782 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68563 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192354 members 
Mstep: Class 29 contains 174821 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456272.000000 Penalty: 105389.281250
Iteration 192Q: 31 clusters Score -1.614563e+08 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 81315 members 
Mstep: Class 3 contains 2320 members 
Mstep: Class 4 contains 25505 members 
Mstep: Class 5 contains 169404 members 
Mstep: Class 6 contains 13532 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24739 members 
Mstep: Class 9 contains 18735 members 
Mstep: Class 11 contains 302529 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 200284 members 
Mstep: Class 14 contains 7699 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10093 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17676 members 
Mstep: Class 20 contains 8483 members 
Mstep: Class 21 contains 14782 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68564 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10431 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192362 members 
Mstep: Class 29 contains 174809 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456448.000000 Penalty: 105389.281250
Iteration 193Q: 31 clusters Score -1.614564e+08 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 81281 members 
Mstep: Class 3 contains 2322 members 
Mstep: Class 4 contains 25502 members 
Mstep: Class 5 contains 169414 members 
Mstep: Class 6 contains 13558 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24740 members 
Mstep: Class 9 contains 18737 members 
Mstep: Class 11 contains 302524 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 200281 members 
Mstep: Class 14 contains 7698 members 
Mstep: Class 15 contains 3644 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10093 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17677 members 
Mstep: Class 20 contains 8467 members 
Mstep: Class 21 contains 14782 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68560 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10429 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192387 members 
Mstep: Class 29 contains 174802 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456528.000000 Penalty: 105389.281250
Iteration 194Q: 31 clusters Score -1.614565e+08 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 81252 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 25502 members 
Mstep: Class 5 contains 169422 members 
Mstep: Class 6 contains 13588 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 18739 members 
Mstep: Class 11 contains 302530 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 200270 members 
Mstep: Class 14 contains 7697 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10094 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17677 members 
Mstep: Class 20 contains 8452 members 
Mstep: Class 21 contains 14782 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68559 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10430 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192402 members 
Mstep: Class 29 contains 174790 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456544.000000 Penalty: 105389.281250
Iteration 195Q: 31 clusters Score -1.614565e+08 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 81230 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 25505 members 
Mstep: Class 5 contains 169416 members 
Mstep: Class 6 contains 13615 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24741 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 11 contains 302538 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 200264 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10096 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17677 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68558 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10430 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192413 members 
Mstep: Class 29 contains 174778 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456336.000000 Penalty: 105389.281250
Iteration 196Q: 31 clusters Score -1.614563e+08 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22310 members 
Mstep: Class 2 contains 81200 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 25505 members 
Mstep: Class 5 contains 169411 members 
Mstep: Class 6 contains 13634 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24742 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 11 contains 302548 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 200264 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10097 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17678 members 
Mstep: Class 20 contains 8433 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68558 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10429 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192421 members 
Mstep: Class 29 contains 174779 members 
Mstep: Class 30 contains 8260 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456432.000000 Penalty: 105389.281250
Iteration 197Q: 31 clusters Score -1.614564e+08 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 81165 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 25506 members 
Mstep: Class 5 contains 169407 members 
Mstep: Class 6 contains 13661 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24743 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 11 contains 302555 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 200268 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 3645 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10098 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17678 members 
Mstep: Class 20 contains 8428 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68557 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192428 members 
Mstep: Class 29 contains 174772 members 
Mstep: Class 30 contains 8261 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456352.000000 Penalty: 105389.281250
Iteration 198Q: 31 clusters Score -1.614564e+08 nChanged 127
Entering ConstructFrom: 
Score: -161456352.000000 Penalty: 105389.281250
Entering ConstructFrom: 
Trying to split cluster 1 (22320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Entering Unmasked Estep 
Score: -2674710.250000 Penalty: 2483.283203
	Iteration 0F: 2 clusters Score -2674710 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11335 members 
Mstep: Class 2 contains 10985 members 
Entering Unmasked Estep 
Score: -2659143.500000 Penalty: 4966.566406
	Iteration 0F: 3 clusters Score -2659144 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12546 members 
Mstep: Class 2 contains 9774 members 
Entering Unmasked Estep 
Score: -2664593.750000 Penalty: 4966.566406
	Iteration 1F: 3 clusters Score -2664594 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -2665286.750000 Penalty: 4966.566406
	Iteration 2F: 3 clusters Score -2665287 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 7767 members 
Entering Unmasked Estep 
Score: -2666153.500000 Penalty: 4966.566406
	Iteration 3F: 3 clusters Score -2666154 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -2667258.500000 Penalty: 4966.566406
	Iteration 4F: 3 clusters Score -2667258 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -2668614.750000 Penalty: 4966.566406
	Iteration 5F: 3 clusters Score -2668615 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -2669953.250000 Penalty: 4966.566406
	Iteration 6F: 3 clusters Score -2669953 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19737 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -2671030.000000 Penalty: 4966.566406
	Iteration 7F: 3 clusters Score -2671030 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -2671829.250000 Penalty: 4966.566406
	Iteration 8Q: 3 clusters Score -2671829 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -2672305.000000 Penalty: 4966.566406
	Iteration 9Q: 3 clusters Score -2672305 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20825 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2672535.250000 Penalty: 4966.566406
	Iteration 10Q: 3 clusters Score -2672535 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -2672648.750000 Penalty: 4966.566406
	Iteration 11Q: 3 clusters Score -2672649 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -2672717.000000 Penalty: 4966.566406
	Iteration 12Q: 3 clusters Score -2672717 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2672768.250000 Penalty: 4966.566406
	Iteration 13Q: 3 clusters Score -2672768 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -2672800.000000 Penalty: 4966.566406
	Iteration 14Q: 3 clusters Score -2672800 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21081 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2672821.250000 Penalty: 4966.566406
	Iteration 15Q: 3 clusters Score -2672821 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -2672833.500000 Penalty: 4966.566406
	Iteration 16Q: 3 clusters Score -2672834 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2672844.000000 Penalty: 4966.566406
	Iteration 17Q: 3 clusters Score -2672844 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -2672847.750000 Penalty: 4966.566406
	Iteration 18Q: 3 clusters Score -2672848 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2672852.000000 Penalty: 4966.566406
	Iteration 19Q: 3 clusters Score -2672852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21138 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2672861.500000 Penalty: 4966.566406
	Iteration 20F: 3 clusters Score -2672862 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2672865.250000 Penalty: 4966.566406
	Iteration 21Q: 3 clusters Score -2672865 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21142 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -2672869.000000 Penalty: 4966.566406
	Iteration 22Q: 3 clusters Score -2672869 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2672869.000000 Penalty: 4966.566406
	Iteration 23Q: 3 clusters Score -2672869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2672871.750000 Penalty: 4966.566406
	Iteration 24Q: 3 clusters Score -2672872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -2672867.250000 Penalty: 4966.566406
	Iteration 25Q: 3 clusters Score -2672867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21152 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2672869.750000 Penalty: 4966.566406
	Iteration 26Q: 3 clusters Score -2672870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -2672871.500000 Penalty: 4966.566406
	Iteration 27Q: 3 clusters Score -2672872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21157 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2672873.250000 Penalty: 4966.566406
	Iteration 28Q: 3 clusters Score -2672873 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -2672872.500000 Penalty: 4966.566406
	Iteration 29Q: 3 clusters Score -2672872 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2672876.500000 Penalty: 4966.566406
	Iteration 30Q: 3 clusters Score -2672876 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2672878.500000 Penalty: 4966.566406
	Iteration 31Q: 3 clusters Score -2672878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2672875.000000 Penalty: 4966.566406
	Iteration 32Q: 3 clusters Score -2672875 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2672875.000000 Penalty: 4966.566406
	Iteration 33F: 3 clusters Score -2672875 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (81138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Entering Unmasked Estep 
Score: -9284148.000000 Penalty: 2803.368896
	Iteration 0F: 2 clusters Score -9284148 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 40519 members 
Entering Unmasked Estep 
Score: -9229765.000000 Penalty: 5606.737793
	Iteration 0F: 3 clusters Score -9229765 nChanged 38225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 39942 members 
Entering Unmasked Estep 
Score: -9251134.000000 Penalty: 5606.737793
	Iteration 1F: 3 clusters Score -9251134 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -9251717.000000 Penalty: 5606.737793
	Iteration 2Q: 3 clusters Score -9251717 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42584 members 
Mstep: Class 2 contains 38554 members 
Entering Unmasked Estep 
Score: -9252340.000000 Penalty: 5606.737793
	Iteration 3Q: 3 clusters Score -9252340 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 37290 members 
Entering Unmasked Estep 
Score: -9252996.000000 Penalty: 5606.737793
	Iteration 4Q: 3 clusters Score -9252996 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45735 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -9253929.000000 Penalty: 5606.737793
	Iteration 5Q: 3 clusters Score -9253929 nChanged 3339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48404 members 
Mstep: Class 2 contains 32734 members 
Entering Unmasked Estep 
Score: -9255108.000000 Penalty: 5606.737793
	Iteration 6Q: 3 clusters Score -9255108 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52181 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -9257081.000000 Penalty: 5606.737793
	Iteration 7F: 3 clusters Score -9257081 nChanged 5258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57227 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -9260482.000000 Penalty: 5606.737793
	Iteration 8F: 3 clusters Score -9260482 nChanged 6253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63394 members 
Mstep: Class 2 contains 17744 members 
Entering Unmasked Estep 
Score: -9265516.000000 Penalty: 5606.737793
	Iteration 9F: 3 clusters Score -9265516 nChanged 6380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69734 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -9271292.000000 Penalty: 5606.737793
	Iteration 10F: 3 clusters Score -9271292 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74980 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -9276378.000000 Penalty: 5606.737793
	Iteration 11F: 3 clusters Score -9276378 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78177 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -9279442.000000 Penalty: 5606.737793
	Iteration 12Q: 3 clusters Score -9279442 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79695 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -9280776.000000 Penalty: 5606.737793
	Iteration 13Q: 3 clusters Score -9280776 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80273 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -9281245.000000 Penalty: 5606.737793
	Iteration 14Q: 3 clusters Score -9281245 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80496 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -9281423.000000 Penalty: 5606.737793
	Iteration 15Q: 3 clusters Score -9281423 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80592 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -9281532.000000 Penalty: 5606.737793
	Iteration 16Q: 3 clusters Score -9281532 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80642 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -9281589.000000 Penalty: 5606.737793
	Iteration 17Q: 3 clusters Score -9281589 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80676 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -9281631.000000 Penalty: 5606.737793
	Iteration 18Q: 3 clusters Score -9281631 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80692 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -9281652.000000 Penalty: 5606.737793
	Iteration 19Q: 3 clusters Score -9281652 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80705 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -9281672.000000 Penalty: 5606.737793
	Iteration 20F: 3 clusters Score -9281672 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80716 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -9281692.000000 Penalty: 5606.737793
	Iteration 21Q: 3 clusters Score -9281692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80726 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -9281688.000000 Penalty: 5606.737793
	Iteration 22Q: 3 clusters Score -9281688 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80733 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -9281687.000000 Penalty: 5606.737793
	Iteration 23Q: 3 clusters Score -9281687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80742 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -9281707.000000 Penalty: 5606.737793
	Iteration 24Q: 3 clusters Score -9281707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80746 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -9281707.000000 Penalty: 5606.737793
	Iteration 25Q: 3 clusters Score -9281707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80750 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -9281732.000000 Penalty: 5606.737793
	Iteration 26Q: 3 clusters Score -9281732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80752 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -9281725.000000 Penalty: 5606.737793
	Iteration 27Q: 3 clusters Score -9281725 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80754 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -9281729.000000 Penalty: 5606.737793
	Iteration 28Q: 3 clusters Score -9281729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80757 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9281736.000000 Penalty: 5606.737793
	Iteration 29Q: 3 clusters Score -9281736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80758 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9281748.000000 Penalty: 5606.737793
	Iteration 30Q: 3 clusters Score -9281748 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80761 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9281748.000000 Penalty: 5606.737793
	Iteration 31Q: 3 clusters Score -9281748 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80765 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -9281752.000000 Penalty: 5606.737793
	Iteration 32Q: 3 clusters Score -9281752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9281751.000000 Penalty: 5606.737793
	Iteration 33Q: 3 clusters Score -9281751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80766 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9281752.000000 Penalty: 5606.737793
	Iteration 34Q: 3 clusters Score -9281752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80767 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -9281752.000000 Penalty: 5606.737793
	Iteration 35Q: 3 clusters Score -9281752 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9281758.000000 Penalty: 5606.737793
	Iteration 36Q: 3 clusters Score -9281758 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80768 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9281758.000000 Penalty: 5606.737793
	Iteration 37F: 3 clusters Score -9281758 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Entering Unmasked Estep 
Score: -241910.406250 Penalty: 1922.152466
	Iteration 0F: 2 clusters Score -241910.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -239093.296875 Penalty: 3844.304932
	Iteration 0F: 3 clusters Score -239093.3 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -239651.187500 Penalty: 3844.304932
	Iteration 1F: 3 clusters Score -239651.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -239759.421875 Penalty: 3844.304932
	Iteration 2F: 3 clusters Score -239759.4 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -239851.125000 Penalty: 3844.304932
	Iteration 3Q: 3 clusters Score -239851.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -239920.515625 Penalty: 3844.304932
	Iteration 4Q: 3 clusters Score -239920.5 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -239985.781250 Penalty: 3844.304932
	Iteration 5Q: 3 clusters Score -239985.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -240053.578125 Penalty: 3844.304932
	Iteration 6Q: 3 clusters Score -240053.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -240111.812500 Penalty: 3844.304932
	Iteration 7Q: 3 clusters Score -240111.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -240145.250000 Penalty: 3844.304932
	Iteration 8Q: 3 clusters Score -240145.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -240168.828125 Penalty: 3844.304932
	Iteration 9Q: 3 clusters Score -240168.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -240183.656250 Penalty: 3844.304932
	Iteration 10Q: 3 clusters Score -240183.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -240198.625000 Penalty: 3844.304932
	Iteration 11Q: 3 clusters Score -240198.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -240213.500000 Penalty: 3844.304932
	Iteration 12Q: 3 clusters Score -240213.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -240235.640625 Penalty: 3844.304932
	Iteration 13Q: 3 clusters Score -240235.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -240253.750000 Penalty: 3844.304932
	Iteration 14Q: 3 clusters Score -240253.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -240261.750000 Penalty: 3844.304932
	Iteration 15Q: 3 clusters Score -240261.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -240265.984375 Penalty: 3844.304932
	Iteration 16Q: 3 clusters Score -240266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -240271.843750 Penalty: 3844.304932
	Iteration 17Q: 3 clusters Score -240271.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -240276.500000 Penalty: 3844.304932
	Iteration 18Q: 3 clusters Score -240276.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -240279.906250 Penalty: 3844.304932
	Iteration 19Q: 3 clusters Score -240279.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -240281.187500 Penalty: 3844.304932
	Iteration 20F: 3 clusters Score -240281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -240283.046875 Penalty: 3844.304932
	Iteration 21Q: 3 clusters Score -240283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -240285.656250 Penalty: 3844.304932
	Iteration 22Q: 3 clusters Score -240285.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -240289.578125 Penalty: 3844.304932
	Iteration 23Q: 3 clusters Score -240289.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -240291.984375 Penalty: 3844.304932
	Iteration 24Q: 3 clusters Score -240292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -240292.187500 Penalty: 3844.304932
	Iteration 25Q: 3 clusters Score -240292.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -240291.906250 Penalty: 3844.304932
	Iteration 26Q: 3 clusters Score -240291.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -240291.906250 Penalty: 3844.304932
	Iteration 27F: 3 clusters Score -240291.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (25507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Entering Unmasked Estep 
Score: -2801598.500000 Penalty: 2516.383789
	Iteration 0F: 2 clusters Score -2801598 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2783850.500000 Penalty: 5032.767578
	Iteration 0F: 3 clusters Score -2783850 nChanged 11575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -2790103.750000 Penalty: 5032.767578
	Iteration 1F: 3 clusters Score -2790104 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 12628 members 
Entering Unmasked Estep 
Score: -2790644.750000 Penalty: 5032.767578
	Iteration 2F: 3 clusters Score -2790645 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 12570 members 
Entering Unmasked Estep 
Score: -2791213.500000 Penalty: 5032.767578
	Iteration 3F: 3 clusters Score -2791214 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 12446 members 
Entering Unmasked Estep 
Score: -2791853.000000 Penalty: 5032.767578
	Iteration 4Q: 3 clusters Score -2791853 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 12307 members 
Entering Unmasked Estep 
Score: -2792572.250000 Penalty: 5032.767578
	Iteration 5F: 3 clusters Score -2792572 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13295 members 
Mstep: Class 2 contains 12212 members 
Entering Unmasked Estep 
Score: -2793229.750000 Penalty: 5032.767578
	Iteration 6Q: 3 clusters Score -2793230 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2793914.750000 Penalty: 5032.767578
	Iteration 7Q: 3 clusters Score -2793915 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2794604.500000 Penalty: 5032.767578
	Iteration 8Q: 3 clusters Score -2794604 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2795303.750000 Penalty: 5032.767578
	Iteration 9Q: 3 clusters Score -2795304 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -2795983.750000 Penalty: 5032.767578
	Iteration 10Q: 3 clusters Score -2795984 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13181 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -2796667.500000 Penalty: 5032.767578
	Iteration 11Q: 3 clusters Score -2796668 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 12327 members 
Entering Unmasked Estep 
Score: -2797220.250000 Penalty: 5032.767578
	Iteration 12Q: 3 clusters Score -2797220 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13170 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -2797594.000000 Penalty: 5032.767578
	Iteration 13Q: 3 clusters Score -2797594 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 12304 members 
Entering Unmasked Estep 
Score: -2797919.250000 Penalty: 5032.767578
	Iteration 14Q: 3 clusters Score -2797919 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2798109.000000 Penalty: 5032.767578
	Iteration 15Q: 3 clusters Score -2798109 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2798241.750000 Penalty: 5032.767578
	Iteration 16Q: 3 clusters Score -2798242 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13219 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -2798363.000000 Penalty: 5032.767578
	Iteration 17Q: 3 clusters Score -2798363 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 12247 members 
Entering Unmasked Estep 
Score: -2798427.000000 Penalty: 5032.767578
	Iteration 18Q: 3 clusters Score -2798427 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13275 members 
Mstep: Class 2 contains 12232 members 
Entering Unmasked Estep 
Score: -2798504.000000 Penalty: 5032.767578
	Iteration 19Q: 3 clusters Score -2798504 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13278 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -2798561.750000 Penalty: 5032.767578
	Iteration 20F: 3 clusters Score -2798562 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -2798606.500000 Penalty: 5032.767578
	Iteration 21Q: 3 clusters Score -2798606 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13266 members 
Mstep: Class 2 contains 12241 members 
Entering Unmasked Estep 
Score: -2798643.250000 Penalty: 5032.767578
	Iteration 22Q: 3 clusters Score -2798643 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -2798696.000000 Penalty: 5032.767578
	Iteration 23Q: 3 clusters Score -2798696 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -2798733.750000 Penalty: 5032.767578
	Iteration 24Q: 3 clusters Score -2798734 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13171 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -2798774.250000 Penalty: 5032.767578
	Iteration 25Q: 3 clusters Score -2798774 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 12383 members 
Entering Unmasked Estep 
Score: -2798801.750000 Penalty: 5032.767578
	Iteration 26Q: 3 clusters Score -2798802 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -2798815.250000 Penalty: 5032.767578
	Iteration 27Q: 3 clusters Score -2798815 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 12484 members 
Entering Unmasked Estep 
Score: -2798839.000000 Penalty: 5032.767578
	Iteration 28Q: 3 clusters Score -2798839 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 12542 members 
Entering Unmasked Estep 
Score: -2798871.250000 Penalty: 5032.767578
	Iteration 29Q: 3 clusters Score -2798871 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12915 members 
Mstep: Class 2 contains 12592 members 
Entering Unmasked Estep 
Score: -2798895.500000 Penalty: 5032.767578
	Iteration 30Q: 3 clusters Score -2798896 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2798924.000000 Penalty: 5032.767578
	Iteration 31Q: 3 clusters Score -2798924 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12799 members 
Mstep: Class 2 contains 12708 members 
Entering Unmasked Estep 
Score: -2798927.500000 Penalty: 5032.767578
	Iteration 32Q: 3 clusters Score -2798928 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12746 members 
Mstep: Class 2 contains 12761 members 
Entering Unmasked Estep 
Score: -2798947.750000 Penalty: 5032.767578
	Iteration 33Q: 3 clusters Score -2798948 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12679 members 
Mstep: Class 2 contains 12828 members 
Entering Unmasked Estep 
Score: -2798958.750000 Penalty: 5032.767578
	Iteration 34Q: 3 clusters Score -2798959 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -2798978.750000 Penalty: 5032.767578
	Iteration 35Q: 3 clusters Score -2798979 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -2798983.750000 Penalty: 5032.767578
	Iteration 36Q: 3 clusters Score -2798984 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -2799004.500000 Penalty: 5032.767578
	Iteration 37Q: 3 clusters Score -2799004 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
Score: -2799021.750000 Penalty: 5032.767578
	Iteration 38Q: 3 clusters Score -2799022 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2799041.750000 Penalty: 5032.767578
	Iteration 39Q: 3 clusters Score -2799042 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 13242 members 
Entering Unmasked Estep 
Score: -2799062.000000 Penalty: 5032.767578
	Iteration 40F: 3 clusters Score -2799062 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -2799079.500000 Penalty: 5032.767578
	Iteration 41Q: 3 clusters Score -2799080 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -2799103.500000 Penalty: 5032.767578
	Iteration 42Q: 3 clusters Score -2799104 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12037 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -2799109.000000 Penalty: 5032.767578
	Iteration 43Q: 3 clusters Score -2799109 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -2799131.750000 Penalty: 5032.767578
	Iteration 44Q: 3 clusters Score -2799132 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11891 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -2799137.500000 Penalty: 5032.767578
	Iteration 45Q: 3 clusters Score -2799138 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11823 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -2799152.000000 Penalty: 5032.767578
	Iteration 46Q: 3 clusters Score -2799152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -2799172.500000 Penalty: 5032.767578
	Iteration 47Q: 3 clusters Score -2799172 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 13826 members 
Entering Unmasked Estep 
Score: -2799180.500000 Penalty: 5032.767578
	Iteration 48Q: 3 clusters Score -2799180 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -2799186.500000 Penalty: 5032.767578
	Iteration 49Q: 3 clusters Score -2799186 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11537 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -2799195.500000 Penalty: 5032.767578
	Iteration 50Q: 3 clusters Score -2799196 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -2799196.000000 Penalty: 5032.767578
	Iteration 51Q: 3 clusters Score -2799196 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -2799218.000000 Penalty: 5032.767578
	Iteration 52Q: 3 clusters Score -2799218 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11365 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -2799212.750000 Penalty: 5032.767578
	Iteration 53Q: 3 clusters Score -2799213 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 14190 members 
Entering Unmasked Estep 
Score: -2799217.750000 Penalty: 5032.767578
	Iteration 54Q: 3 clusters Score -2799218 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2799227.750000 Penalty: 5032.767578
	Iteration 55Q: 3 clusters Score -2799228 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11202 members 
Mstep: Class 2 contains 14305 members 
Entering Unmasked Estep 
Score: -2799245.750000 Penalty: 5032.767578
	Iteration 56Q: 3 clusters Score -2799246 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 14377 members 
Entering Unmasked Estep 
Score: -2799253.000000 Penalty: 5032.767578
	Iteration 57Q: 3 clusters Score -2799253 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -2799267.750000 Penalty: 5032.767578
	Iteration 58Q: 3 clusters Score -2799268 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -2799265.000000 Penalty: 5032.767578
	Iteration 59Q: 3 clusters Score -2799265 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -2799278.750000 Penalty: 5032.767578
	Iteration 60F: 3 clusters Score -2799279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -2799292.250000 Penalty: 5032.767578
	Iteration 61Q: 3 clusters Score -2799292 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 14694 members 
Entering Unmasked Estep 
Score: -2799302.250000 Penalty: 5032.767578
	Iteration 62Q: 3 clusters Score -2799302 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 14770 members 
Entering Unmasked Estep 
Score: -2799311.750000 Penalty: 5032.767578
	Iteration 63Q: 3 clusters Score -2799312 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2799327.000000 Penalty: 5032.767578
	Iteration 64Q: 3 clusters Score -2799327 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -2799343.500000 Penalty: 5032.767578
	Iteration 65Q: 3 clusters Score -2799344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -2799361.250000 Penalty: 5032.767578
	Iteration 66Q: 3 clusters Score -2799361 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -2799371.250000 Penalty: 5032.767578
	Iteration 67Q: 3 clusters Score -2799371 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -2799378.500000 Penalty: 5032.767578
	Iteration 68Q: 3 clusters Score -2799378 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10171 members 
Mstep: Class 2 contains 15336 members 
Entering Unmasked Estep 
Score: -2799394.250000 Penalty: 5032.767578
	Iteration 69Q: 3 clusters Score -2799394 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -2799403.250000 Penalty: 5032.767578
	Iteration 70Q: 3 clusters Score -2799403 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 15512 members 
Entering Unmasked Estep 
Score: -2799433.000000 Penalty: 5032.767578
	Iteration 71Q: 3 clusters Score -2799433 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -2799451.000000 Penalty: 5032.767578
	Iteration 72Q: 3 clusters Score -2799451 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -2799465.750000 Penalty: 5032.767578
	Iteration 73Q: 3 clusters Score -2799466 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 15811 members 
Entering Unmasked Estep 
Score: -2799486.250000 Penalty: 5032.767578
	Iteration 74Q: 3 clusters Score -2799486 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9587 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -2799487.750000 Penalty: 5032.767578
	Iteration 75Q: 3 clusters Score -2799488 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -2799515.500000 Penalty: 5032.767578
	Iteration 76Q: 3 clusters Score -2799516 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 16096 members 
Entering Unmasked Estep 
Score: -2799528.500000 Penalty: 5032.767578
	Iteration 77Q: 3 clusters Score -2799528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -2799553.250000 Penalty: 5032.767578
	Iteration 78Q: 3 clusters Score -2799553 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -2799559.750000 Penalty: 5032.767578
	Iteration 79Q: 3 clusters Score -2799560 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9144 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -2799574.000000 Penalty: 5032.767578
	Iteration 80F: 3 clusters Score -2799574 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 16451 members 
Entering Unmasked Estep 
Score: -2799582.500000 Penalty: 5032.767578
	Iteration 81Q: 3 clusters Score -2799582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2799599.000000 Penalty: 5032.767578
	Iteration 82Q: 3 clusters Score -2799599 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8877 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -2799607.000000 Penalty: 5032.767578
	Iteration 83Q: 3 clusters Score -2799607 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2799618.500000 Penalty: 5032.767578
	Iteration 84Q: 3 clusters Score -2799618 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -2799639.750000 Penalty: 5032.767578
	Iteration 85Q: 3 clusters Score -2799640 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -2799656.000000 Penalty: 5032.767578
	Iteration 86Q: 3 clusters Score -2799656 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -2799685.250000 Penalty: 5032.767578
	Iteration 87Q: 3 clusters Score -2799685 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -2799711.000000 Penalty: 5032.767578
	Iteration 88Q: 3 clusters Score -2799711 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 17341 members 
Entering Unmasked Estep 
Score: -2799737.750000 Penalty: 5032.767578
	Iteration 89Q: 3 clusters Score -2799738 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -2799748.750000 Penalty: 5032.767578
	Iteration 90Q: 3 clusters Score -2799749 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -2799760.750000 Penalty: 5032.767578
	Iteration 91Q: 3 clusters Score -2799761 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 17658 members 
Entering Unmasked Estep 
Score: -2799782.500000 Penalty: 5032.767578
	Iteration 92Q: 3 clusters Score -2799782 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -2799801.500000 Penalty: 5032.767578
	Iteration 93Q: 3 clusters Score -2799802 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -2799825.500000 Penalty: 5032.767578
	Iteration 94Q: 3 clusters Score -2799826 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -2799842.250000 Penalty: 5032.767578
	Iteration 95Q: 3 clusters Score -2799842 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2799850.500000 Penalty: 5032.767578
	Iteration 96Q: 3 clusters Score -2799850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -2799868.250000 Penalty: 5032.767578
	Iteration 97Q: 3 clusters Score -2799868 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 18321 members 
Entering Unmasked Estep 
Score: -2799890.500000 Penalty: 5032.767578
	Iteration 98Q: 3 clusters Score -2799890 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 18437 members 
Entering Unmasked Estep 
Score: -2799920.250000 Penalty: 5032.767578
	Iteration 99Q: 3 clusters Score -2799920 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -2799953.750000 Penalty: 5032.767578
	Iteration 100F: 3 clusters Score -2799954 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6799 members 
Mstep: Class 2 contains 18708 members 
Entering Unmasked Estep 
Score: -2799986.500000 Penalty: 5032.767578
	Iteration 101Q: 3 clusters Score -2799986 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -2800014.750000 Penalty: 5032.767578
	Iteration 102Q: 3 clusters Score -2800015 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -2800049.750000 Penalty: 5032.767578
	Iteration 103Q: 3 clusters Score -2800050 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6369 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -2800072.500000 Penalty: 5032.767578
	Iteration 104Q: 3 clusters Score -2800072 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 19261 members 
Entering Unmasked Estep 
Score: -2800102.250000 Penalty: 5032.767578
	Iteration 105Q: 3 clusters Score -2800102 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2800137.750000 Penalty: 5032.767578
	Iteration 106Q: 3 clusters Score -2800138 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2800178.750000 Penalty: 5032.767578
	Iteration 107Q: 3 clusters Score -2800179 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 19664 members 
Entering Unmasked Estep 
Score: -2800229.000000 Penalty: 5032.767578
	Iteration 108Q: 3 clusters Score -2800229 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 19805 members 
Entering Unmasked Estep 
Score: -2800263.000000 Penalty: 5032.767578
	Iteration 109Q: 3 clusters Score -2800263 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 19957 members 
Entering Unmasked Estep 
Score: -2800316.500000 Penalty: 5032.767578
	Iteration 110Q: 3 clusters Score -2800316 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2800358.000000 Penalty: 5032.767578
	Iteration 111Q: 3 clusters Score -2800358 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2800397.250000 Penalty: 5032.767578
	Iteration 112Q: 3 clusters Score -2800397 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -2800455.250000 Penalty: 5032.767578
	Iteration 113Q: 3 clusters Score -2800455 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -2800537.500000 Penalty: 5032.767578
	Iteration 114Q: 3 clusters Score -2800538 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -2800663.500000 Penalty: 5032.767578
	Iteration 115Q: 3 clusters Score -2800664 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2800832.500000 Penalty: 5032.767578
	Iteration 116Q: 3 clusters Score -2800832 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -2800975.500000 Penalty: 5032.767578
	Iteration 117Q: 3 clusters Score -2800976 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -2801058.000000 Penalty: 5032.767578
	Iteration 118Q: 3 clusters Score -2801058 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2801104.000000 Penalty: 5032.767578
	Iteration 119Q: 3 clusters Score -2801104 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 21425 members 
Entering Unmasked Estep 
Score: -2801124.750000 Penalty: 5032.767578
	Iteration 120F: 3 clusters Score -2801125 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -2801141.750000 Penalty: 5032.767578
	Iteration 121Q: 3 clusters Score -2801142 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -2801160.250000 Penalty: 5032.767578
	Iteration 122Q: 3 clusters Score -2801160 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 21597 members 
Entering Unmasked Estep 
Score: -2801167.250000 Penalty: 5032.767578
	Iteration 123Q: 3 clusters Score -2801167 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -2801174.750000 Penalty: 5032.767578
	Iteration 124Q: 3 clusters Score -2801175 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -2801175.750000 Penalty: 5032.767578
	Iteration 125Q: 3 clusters Score -2801176 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 21685 members 
Entering Unmasked Estep 
Score: -2801187.000000 Penalty: 5032.767578
	Iteration 126Q: 3 clusters Score -2801187 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -2801181.500000 Penalty: 5032.767578
	Iteration 127Q: 3 clusters Score -2801182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3787 members 
Mstep: Class 2 contains 21720 members 
Entering Unmasked Estep 
Score: -2801184.000000 Penalty: 5032.767578
	Iteration 128Q: 3 clusters Score -2801184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 21730 members 
Entering Unmasked Estep 
Score: -2801187.500000 Penalty: 5032.767578
	Iteration 129Q: 3 clusters Score -2801188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 21735 members 
Entering Unmasked Estep 
Score: -2801189.500000 Penalty: 5032.767578
	Iteration 130Q: 3 clusters Score -2801190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2801189.000000 Penalty: 5032.767578
	Iteration 131Q: 3 clusters Score -2801189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -2801185.750000 Penalty: 5032.767578
	Iteration 132Q: 3 clusters Score -2801186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 21752 members 
Entering Unmasked Estep 
Score: -2801189.500000 Penalty: 5032.767578
	Iteration 133Q: 3 clusters Score -2801190 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 21756 members 
Entering Unmasked Estep 
Score: -2801191.500000 Penalty: 5032.767578
	Iteration 134Q: 3 clusters Score -2801192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2801190.500000 Penalty: 5032.767578
	Iteration 135Q: 3 clusters Score -2801190 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -2801190.500000 Penalty: 5032.767578
	Iteration 136F: 3 clusters Score -2801190 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (169408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169408 members 
Entering Unmasked Estep 
Score: -19919564.000000 Penalty: 2985.936279
	Iteration 0F: 2 clusters Score -1.991956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85126 members 
Mstep: Class 2 contains 84282 members 
Entering Unmasked Estep 
Score: -19806824.000000 Penalty: 5971.872559
	Iteration 0F: 3 clusters Score -1.980682e+07 nChanged 81281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94117 members 
Mstep: Class 2 contains 75291 members 
Entering Unmasked Estep 
Score: -19854876.000000 Penalty: 5971.872559
	Iteration 1F: 3 clusters Score -1.985488e+07 nChanged 7455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100122 members 
Mstep: Class 2 contains 69286 members 
Entering Unmasked Estep 
Score: -19857766.000000 Penalty: 5971.872559
	Iteration 2Q: 3 clusters Score -1.985777e+07 nChanged 9851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109121 members 
Mstep: Class 2 contains 60287 members 
Entering Unmasked Estep 
Score: -19862878.000000 Penalty: 5971.872559
	Iteration 3F: 3 clusters Score -1.986288e+07 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121583 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -19872748.000000 Penalty: 5971.872559
	Iteration 4F: 3 clusters Score -1.987275e+07 nChanged 15567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136460 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -19887470.000000 Penalty: 5971.872559
	Iteration 5F: 3 clusters Score -1.988747e+07 nChanged 14314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150098 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -19901988.000000 Penalty: 5971.872559
	Iteration 6F: 3 clusters Score -1.990199e+07 nChanged 9284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158938 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -19910924.000000 Penalty: 5971.872559
	Iteration 7F: 3 clusters Score -1.991092e+07 nChanged 4477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163197 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -19915056.000000 Penalty: 5971.872559
	Iteration 8Q: 3 clusters Score -1.991506e+07 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164872 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -19916924.000000 Penalty: 5971.872559
	Iteration 9Q: 3 clusters Score -1.991692e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165388 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -19917894.000000 Penalty: 5971.872559
	Iteration 10Q: 3 clusters Score -1.991789e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165556 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -19918356.000000 Penalty: 5971.872559
	Iteration 11Q: 3 clusters Score -1.991836e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165656 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -19918610.000000 Penalty: 5971.872559
	Iteration 12Q: 3 clusters Score -1.991861e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165696 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -19918704.000000 Penalty: 5971.872559
	Iteration 13Q: 3 clusters Score -1.99187e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165734 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -19918778.000000 Penalty: 5971.872559
	Iteration 14Q: 3 clusters Score -1.991878e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165759 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -19918792.000000 Penalty: 5971.872559
	Iteration 15Q: 3 clusters Score -1.991879e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165789 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -19918826.000000 Penalty: 5971.872559
	Iteration 16Q: 3 clusters Score -1.991883e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165804 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -19918898.000000 Penalty: 5971.872559
	Iteration 17Q: 3 clusters Score -1.99189e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165808 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -19918934.000000 Penalty: 5971.872559
	Iteration 18Q: 3 clusters Score -1.991893e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165808 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -19918938.000000 Penalty: 5971.872559
	Iteration 19Q: 3 clusters Score -1.991894e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165808 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -19918960.000000 Penalty: 5971.872559
	Iteration 20F: 3 clusters Score -1.991896e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -19918964.000000 Penalty: 5971.872559
	Iteration 21Q: 3 clusters Score -1.991896e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165794 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -19918966.000000 Penalty: 5971.872559
	Iteration 22Q: 3 clusters Score -1.991897e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165783 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -19918978.000000 Penalty: 5971.872559
	Iteration 23Q: 3 clusters Score -1.991898e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165767 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -19918966.000000 Penalty: 5971.872559
	Iteration 24Q: 3 clusters Score -1.991897e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165757 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -19918982.000000 Penalty: 5971.872559
	Iteration 25Q: 3 clusters Score -1.991898e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165754 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -19918962.000000 Penalty: 5971.872559
	Iteration 26Q: 3 clusters Score -1.991896e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165753 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -19918958.000000 Penalty: 5971.872559
	Iteration 27Q: 3 clusters Score -1.991896e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165750 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -19918970.000000 Penalty: 5971.872559
	Iteration 28Q: 3 clusters Score -1.991897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165747 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -19918978.000000 Penalty: 5971.872559
	Iteration 29Q: 3 clusters Score -1.991898e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165745 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -19918984.000000 Penalty: 5971.872559
	Iteration 30Q: 3 clusters Score -1.991898e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165738 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -19918978.000000 Penalty: 5971.872559
	Iteration 31Q: 3 clusters Score -1.991898e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165727 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -19919000.000000 Penalty: 5971.872559
	Iteration 32Q: 3 clusters Score -1.9919e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165720 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -19918970.000000 Penalty: 5971.872559
	Iteration 33Q: 3 clusters Score -1.991897e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165715 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -19918980.000000 Penalty: 5971.872559
	Iteration 34Q: 3 clusters Score -1.991898e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165713 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -19918972.000000 Penalty: 5971.872559
	Iteration 35Q: 3 clusters Score -1.991897e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165712 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -19918978.000000 Penalty: 5971.872559
	Iteration 36Q: 3 clusters Score -1.991898e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165711 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -19918964.000000 Penalty: 5971.872559
	Iteration 37Q: 3 clusters Score -1.991896e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165710 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -19918952.000000 Penalty: 5971.872559
	Iteration 38Q: 3 clusters Score -1.991895e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165706 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -19918962.000000 Penalty: 5971.872559
	Iteration 39Q: 3 clusters Score -1.991896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165704 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -19918978.000000 Penalty: 5971.872559
	Iteration 40F: 3 clusters Score -1.991898e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165702 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -19918972.000000 Penalty: 5971.872559
	Iteration 41Q: 3 clusters Score -1.991897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165697 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -19918966.000000 Penalty: 5971.872559
	Iteration 42Q: 3 clusters Score -1.991897e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165692 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -19918970.000000 Penalty: 5971.872559
	Iteration 43Q: 3 clusters Score -1.991897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165689 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -19918970.000000 Penalty: 5971.872559
	Iteration 44Q: 3 clusters Score -1.991897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165686 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -19918974.000000 Penalty: 5971.872559
	Iteration 45Q: 3 clusters Score -1.991897e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165684 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -19918982.000000 Penalty: 5971.872559
	Iteration 46Q: 3 clusters Score -1.991898e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165684 members 
Mstep: Class 2 contains 3724 members 
Entering Unmasked Estep 
Score: -19918982.000000 Penalty: 5971.872559
	Iteration 47F: 3 clusters Score -1.991898e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (13678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Entering Unmasked Estep 
Score: -1611793.250000 Penalty: 2361.838867
	Iteration 0F: 2 clusters Score -1611793 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1601750.625000 Penalty: 4723.677734
	Iteration 0F: 3 clusters Score -1601751 nChanged 5871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -1604901.125000 Penalty: 4723.677734
	Iteration 1F: 3 clusters Score -1604901 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6591 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1605161.000000 Penalty: 4723.677734
	Iteration 2F: 3 clusters Score -1605161 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -1605355.375000 Penalty: 4723.677734
	Iteration 3Q: 3 clusters Score -1605355 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1605521.250000 Penalty: 4723.677734
	Iteration 4Q: 3 clusters Score -1605521 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 7425 members 
Entering Unmasked Estep 
Score: -1605631.500000 Penalty: 4723.677734
	Iteration 5Q: 3 clusters Score -1605632 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -1605730.750000 Penalty: 4723.677734
	Iteration 6Q: 3 clusters Score -1605731 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5941 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -1605830.625000 Penalty: 4723.677734
	Iteration 7Q: 3 clusters Score -1605831 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -1605922.125000 Penalty: 4723.677734
	Iteration 8Q: 3 clusters Score -1605922 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 8201 members 
Entering Unmasked Estep 
Score: -1606020.125000 Penalty: 4723.677734
	Iteration 9Q: 3 clusters Score -1606020 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1606134.250000 Penalty: 4723.677734
	Iteration 10Q: 3 clusters Score -1606134 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -1606293.875000 Penalty: 4723.677734
	Iteration 11Q: 3 clusters Score -1606294 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1606510.750000 Penalty: 4723.677734
	Iteration 12Q: 3 clusters Score -1606511 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 9796 members 
Entering Unmasked Estep 
Score: -1606793.500000 Penalty: 4723.677734
	Iteration 13Q: 3 clusters Score -1606794 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -1607204.625000 Penalty: 4723.677734
	Iteration 14Q: 3 clusters Score -1607205 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -1607693.625000 Penalty: 4723.677734
	Iteration 15Q: 3 clusters Score -1607694 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -1608217.375000 Penalty: 4723.677734
	Iteration 16Q: 3 clusters Score -1608217 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 12262 members 
Entering Unmasked Estep 
Score: -1608678.375000 Penalty: 4723.677734
	Iteration 17Q: 3 clusters Score -1608678 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -1609034.250000 Penalty: 4723.677734
	Iteration 18Q: 3 clusters Score -1609034 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -1609276.500000 Penalty: 4723.677734
	Iteration 19Q: 3 clusters Score -1609276 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1609425.500000 Penalty: 4723.677734
	Iteration 20F: 3 clusters Score -1609426 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 13225 members 
Entering Unmasked Estep 
Score: -1609529.750000 Penalty: 4723.677734
	Iteration 21Q: 3 clusters Score -1609530 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -1609595.250000 Penalty: 4723.677734
	Iteration 22Q: 3 clusters Score -1609595 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -1609632.000000 Penalty: 4723.677734
	Iteration 23Q: 3 clusters Score -1609632 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -1609664.625000 Penalty: 4723.677734
	Iteration 24Q: 3 clusters Score -1609665 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 13345 members 
Entering Unmasked Estep 
Score: -1609686.750000 Penalty: 4723.677734
	Iteration 25Q: 3 clusters Score -1609687 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 13358 members 
Entering Unmasked Estep 
Score: -1609709.500000 Penalty: 4723.677734
	Iteration 26Q: 3 clusters Score -1609710 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -1609725.875000 Penalty: 4723.677734
	Iteration 27Q: 3 clusters Score -1609726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 13377 members 
Entering Unmasked Estep 
Score: -1609739.000000 Penalty: 4723.677734
	Iteration 28Q: 3 clusters Score -1609739 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 13381 members 
Entering Unmasked Estep 
Score: -1609745.750000 Penalty: 4723.677734
	Iteration 29Q: 3 clusters Score -1609746 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -1609759.625000 Penalty: 4723.677734
	Iteration 30Q: 3 clusters Score -1609760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 13394 members 
Entering Unmasked Estep 
Score: -1609768.125000 Penalty: 4723.677734
	Iteration 31Q: 3 clusters Score -1609768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1609769.625000 Penalty: 4723.677734
	Iteration 32Q: 3 clusters Score -1609770 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 13396 members 
Entering Unmasked Estep 
Score: -1609769.625000 Penalty: 4723.677734
	Iteration 33F: 3 clusters Score -1609770 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (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: -139600.421875 Penalty: 1858.342651
	Iteration 0F: 2 clusters Score -139600.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -137124.921875 Penalty: 3716.685303
	Iteration 0F: 3 clusters Score -137124.9 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -137582.859375 Penalty: 3716.685303
	Iteration 1F: 3 clusters Score -137582.9 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -137758.203125 Penalty: 3716.685303
	Iteration 2F: 3 clusters Score -137758.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -137905.328125 Penalty: 3716.685303
	Iteration 3F: 3 clusters Score -137905.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -138027.343750 Penalty: 3716.685303
	Iteration 4Q: 3 clusters Score -138027.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -138119.000000 Penalty: 3716.685303
	Iteration 5Q: 3 clusters Score -138119 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -138212.656250 Penalty: 3716.685303
	Iteration 6Q: 3 clusters Score -138212.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -138284.890625 Penalty: 3716.685303
	Iteration 7Q: 3 clusters Score -138284.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -138334.125000 Penalty: 3716.685303
	Iteration 8Q: 3 clusters Score -138334.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -138372.125000 Penalty: 3716.685303
	Iteration 9Q: 3 clusters Score -138372.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -138400.156250 Penalty: 3716.685303
	Iteration 10Q: 3 clusters Score -138400.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -138419.703125 Penalty: 3716.685303
	Iteration 11Q: 3 clusters Score -138419.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -138436.078125 Penalty: 3716.685303
	Iteration 12Q: 3 clusters Score -138436.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -138445.484375 Penalty: 3716.685303
	Iteration 13Q: 3 clusters Score -138445.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -138450.062500 Penalty: 3716.685303
	Iteration 14Q: 3 clusters Score -138450.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -138455.234375 Penalty: 3716.685303
	Iteration 15Q: 3 clusters Score -138455.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -138457.093750 Penalty: 3716.685303
	Iteration 16Q: 3 clusters Score -138457.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -138459.593750 Penalty: 3716.685303
	Iteration 17Q: 3 clusters Score -138459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -138464.906250 Penalty: 3716.685303
	Iteration 18Q: 3 clusters Score -138464.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -138464.906250 Penalty: 3716.685303
	Iteration 19F: 3 clusters Score -138464.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24744 members 
Entering Unmasked Estep 
Score: -2500904.750000 Penalty: 2508.852051
	Iteration 0F: 2 clusters Score -2500905 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12478 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -2483777.250000 Penalty: 5017.704102
	Iteration 0F: 3 clusters Score -2483777 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2489916.250000 Penalty: 5017.704102
	Iteration 1F: 3 clusters Score -2489916 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -2490710.250000 Penalty: 5017.704102
	Iteration 2F: 3 clusters Score -2490710 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14906 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -2491663.000000 Penalty: 5017.704102
	Iteration 3F: 3 clusters Score -2491663 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -2492651.000000 Penalty: 5017.704102
	Iteration 4F: 3 clusters Score -2492651 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -2493680.250000 Penalty: 5017.704102
	Iteration 5F: 3 clusters Score -2493680 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -2494639.000000 Penalty: 5017.704102
	Iteration 6F: 3 clusters Score -2494639 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 5905 members 
Entering Unmasked Estep 
Score: -2495435.750000 Penalty: 5017.704102
	Iteration 7Q: 3 clusters Score -2495436 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 5009 members 
Entering Unmasked Estep 
Score: -2496146.500000 Penalty: 5017.704102
	Iteration 8Q: 3 clusters Score -2496146 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2496802.250000 Penalty: 5017.704102
	Iteration 9Q: 3 clusters Score -2496802 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21239 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -2497319.000000 Penalty: 5017.704102
	Iteration 10Q: 3 clusters Score -2497319 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21760 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2497703.750000 Penalty: 5017.704102
	Iteration 11Q: 3 clusters Score -2497704 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -2497997.500000 Penalty: 5017.704102
	Iteration 12Q: 3 clusters Score -2497998 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22501 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -2498227.500000 Penalty: 5017.704102
	Iteration 13Q: 3 clusters Score -2498228 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2498381.250000 Penalty: 5017.704102
	Iteration 14Q: 3 clusters Score -2498381 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22911 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2498506.500000 Penalty: 5017.704102
	Iteration 15Q: 3 clusters Score -2498506 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2498580.750000 Penalty: 5017.704102
	Iteration 16Q: 3 clusters Score -2498581 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -2498647.500000 Penalty: 5017.704102
	Iteration 17Q: 3 clusters Score -2498648 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23258 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -2498706.000000 Penalty: 5017.704102
	Iteration 18Q: 3 clusters Score -2498706 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -2498749.250000 Penalty: 5017.704102
	Iteration 19Q: 3 clusters Score -2498749 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23398 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -2498780.000000 Penalty: 5017.704102
	Iteration 20F: 3 clusters Score -2498780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23440 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -2498808.500000 Penalty: 5017.704102
	Iteration 21Q: 3 clusters Score -2498808 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -2498828.000000 Penalty: 5017.704102
	Iteration 22Q: 3 clusters Score -2498828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23511 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2498839.750000 Penalty: 5017.704102
	Iteration 23Q: 3 clusters Score -2498840 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2498853.000000 Penalty: 5017.704102
	Iteration 24Q: 3 clusters Score -2498853 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -2498873.500000 Penalty: 5017.704102
	Iteration 25Q: 3 clusters Score -2498874 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -2498877.250000 Penalty: 5017.704102
	Iteration 26Q: 3 clusters Score -2498877 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -2498880.750000 Penalty: 5017.704102
	Iteration 27Q: 3 clusters Score -2498881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -2498887.000000 Penalty: 5017.704102
	Iteration 28Q: 3 clusters Score -2498887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -2498887.750000 Penalty: 5017.704102
	Iteration 29Q: 3 clusters Score -2498888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -2498890.500000 Penalty: 5017.704102
	Iteration 30Q: 3 clusters Score -2498890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23600 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -2498886.250000 Penalty: 5017.704102
	Iteration 31Q: 3 clusters Score -2498886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -2498887.250000 Penalty: 5017.704102
	Iteration 32Q: 3 clusters Score -2498887 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -2498889.750000 Penalty: 5017.704102
	Iteration 33Q: 3 clusters Score -2498890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -2498892.750000 Penalty: 5017.704102
	Iteration 34Q: 3 clusters Score -2498893 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -2498895.500000 Penalty: 5017.704102
	Iteration 35Q: 3 clusters Score -2498896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -2498893.000000 Penalty: 5017.704102
	Iteration 36Q: 3 clusters Score -2498893 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23618 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -2498891.750000 Penalty: 5017.704102
	Iteration 37Q: 3 clusters Score -2498892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2498891.500000 Penalty: 5017.704102
	Iteration 38Q: 3 clusters Score -2498892 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -2498891.500000 Penalty: 5017.704102
	Iteration 39F: 3 clusters Score -2498892 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (18740 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18740 members 
Entering Unmasked Estep 
Score: -2102736.250000 Penalty: 2439.927002
	Iteration 0F: 2 clusters Score -2102736 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2089579.000000 Penalty: 4879.854004
	Iteration 0F: 3 clusters Score -2089579 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -2093894.750000 Penalty: 4879.854004
	Iteration 1F: 3 clusters Score -2093895 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -2094299.250000 Penalty: 4879.854004
	Iteration 2F: 3 clusters Score -2094299 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -2094653.875000 Penalty: 4879.854004
	Iteration 3Q: 3 clusters Score -2094654 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -2095014.500000 Penalty: 4879.854004
	Iteration 4Q: 3 clusters Score -2095014 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -2095348.500000 Penalty: 4879.854004
	Iteration 5Q: 3 clusters Score -2095348 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2095744.625000 Penalty: 4879.854004
	Iteration 6Q: 3 clusters Score -2095745 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12023 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -2096186.750000 Penalty: 4879.854004
	Iteration 7Q: 3 clusters Score -2096187 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12707 members 
Mstep: Class 2 contains 6033 members 
Entering Unmasked Estep 
Score: -2096720.250000 Penalty: 4879.854004
	Iteration 8Q: 3 clusters Score -2096720 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2097283.000000 Penalty: 4879.854004
	Iteration 9Q: 3 clusters Score -2097283 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -2097922.000000 Penalty: 4879.854004
	Iteration 10Q: 3 clusters Score -2097922 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -2098543.000000 Penalty: 4879.854004
	Iteration 11Q: 3 clusters Score -2098543 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2099128.750000 Penalty: 4879.854004
	Iteration 12Q: 3 clusters Score -2099129 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16451 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -2099613.750000 Penalty: 4879.854004
	Iteration 13Q: 3 clusters Score -2099614 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -2100014.250000 Penalty: 4879.854004
	Iteration 14Q: 3 clusters Score -2100014 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2100287.750000 Penalty: 4879.854004
	Iteration 15Q: 3 clusters Score -2100288 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -2100481.750000 Penalty: 4879.854004
	Iteration 16Q: 3 clusters Score -2100482 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2100646.750000 Penalty: 4879.854004
	Iteration 17Q: 3 clusters Score -2100647 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -2100777.750000 Penalty: 4879.854004
	Iteration 18Q: 3 clusters Score -2100778 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -2100865.000000 Penalty: 4879.854004
	Iteration 19Q: 3 clusters Score -2100865 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17727 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -2100924.750000 Penalty: 4879.854004
	Iteration 20F: 3 clusters Score -2100925 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2100950.250000 Penalty: 4879.854004
	Iteration 21Q: 3 clusters Score -2100950 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -2100973.250000 Penalty: 4879.854004
	Iteration 22Q: 3 clusters Score -2100973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -2100995.750000 Penalty: 4879.854004
	Iteration 23Q: 3 clusters Score -2100996 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17796 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -2101017.500000 Penalty: 4879.854004
	Iteration 24Q: 3 clusters Score -2101018 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17811 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -2101028.750000 Penalty: 4879.854004
	Iteration 25Q: 3 clusters Score -2101029 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2101042.500000 Penalty: 4879.854004
	Iteration 26Q: 3 clusters Score -2101042 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17818 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2101058.250000 Penalty: 4879.854004
	Iteration 27Q: 3 clusters Score -2101058 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -2101064.250000 Penalty: 4879.854004
	Iteration 28Q: 3 clusters Score -2101064 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2101071.500000 Penalty: 4879.854004
	Iteration 29Q: 3 clusters Score -2101072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2101079.500000 Penalty: 4879.854004
	Iteration 30Q: 3 clusters Score -2101080 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2101088.000000 Penalty: 4879.854004
	Iteration 31Q: 3 clusters Score -2101088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2101095.000000 Penalty: 4879.854004
	Iteration 32Q: 3 clusters Score -2101095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2101098.250000 Penalty: 4879.854004
	Iteration 33Q: 3 clusters Score -2101098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2101100.250000 Penalty: 4879.854004
	Iteration 34Q: 3 clusters Score -2101100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2101103.250000 Penalty: 4879.854004
	Iteration 35Q: 3 clusters Score -2101103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2101105.250000 Penalty: 4879.854004
	Iteration 36Q: 3 clusters Score -2101105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2101105.750000 Penalty: 4879.854004
	Iteration 37Q: 3 clusters Score -2101106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2101105.750000 Penalty: 4879.854004
	Iteration 38Q: 3 clusters Score -2101106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -2101106.500000 Penalty: 4879.854004
	Iteration 39Q: 3 clusters Score -2101106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -2101108.250000 Penalty: 4879.854004
	Iteration 40F: 3 clusters Score -2101108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -2101116.250000 Penalty: 4879.854004
	Iteration 41Q: 3 clusters Score -2101116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2101123.250000 Penalty: 4879.854004
	Iteration 42Q: 3 clusters Score -2101123 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2101123.000000 Penalty: 4879.854004
	Iteration 43Q: 3 clusters Score -2101123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2101126.750000 Penalty: 4879.854004
	Iteration 44Q: 3 clusters Score -2101127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -2101129.750000 Penalty: 4879.854004
	Iteration 45Q: 3 clusters Score -2101130 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2101133.750000 Penalty: 4879.854004
	Iteration 46Q: 3 clusters Score -2101134 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2101134.500000 Penalty: 4879.854004
	Iteration 47Q: 3 clusters Score -2101134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -2101137.500000 Penalty: 4879.854004
	Iteration 48Q: 3 clusters Score -2101138 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2101139.250000 Penalty: 4879.854004
	Iteration 49Q: 3 clusters Score -2101139 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -2101141.250000 Penalty: 4879.854004
	Iteration 50Q: 3 clusters Score -2101141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -2101141.250000 Penalty: 4879.854004
	Iteration 51Q: 3 clusters Score -2101141 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2101141.250000 Penalty: 4879.854004
	Iteration 52Q: 3 clusters Score -2101141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2101141.250000 Penalty: 4879.854004
	Iteration 53F: 3 clusters Score -2101141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (302554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302554 members 
Entering Unmasked Estep 
Score: -35556912.000000 Penalty: 3129.763672
	Iteration 0F: 2 clusters Score -3.555691e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151033 members 
Mstep: Class 2 contains 151521 members 
Entering Unmasked Estep 
Score: -35360812.000000 Penalty: 6259.527344
	Iteration 0F: 3 clusters Score -3.536081e+07 nChanged 146571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146876 members 
Mstep: Class 2 contains 155678 members 
Entering Unmasked Estep 
Score: -35447932.000000 Penalty: 6259.527344
	Iteration 1F: 3 clusters Score -3.544793e+07 nChanged 7424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144232 members 
Mstep: Class 2 contains 158322 members 
Entering Unmasked Estep 
Score: -35449308.000000 Penalty: 6259.527344
	Iteration 2Q: 3 clusters Score -3.544931e+07 nChanged 7963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140091 members 
Mstep: Class 2 contains 162463 members 
Entering Unmasked Estep 
Score: -35450768.000000 Penalty: 6259.527344
	Iteration 3Q: 3 clusters Score -3.545077e+07 nChanged 9118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133787 members 
Mstep: Class 2 contains 168767 members 
Entering Unmasked Estep 
Score: -35453248.000000 Penalty: 6259.527344
	Iteration 4Q: 3 clusters Score -3.545325e+07 nChanged 11294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124151 members 
Mstep: Class 2 contains 178403 members 
Entering Unmasked Estep 
Score: -35457672.000000 Penalty: 6259.527344
	Iteration 5Q: 3 clusters Score -3.545767e+07 nChanged 14729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110324 members 
Mstep: Class 2 contains 192230 members 
Entering Unmasked Estep 
Score: -35464644.000000 Penalty: 6259.527344
	Iteration 6Q: 3 clusters Score -3.546464e+07 nChanged 19212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91492 members 
Mstep: Class 2 contains 211062 members 
Entering Unmasked Estep 
Score: -35476844.000000 Penalty: 6259.527344
	Iteration 7F: 3 clusters Score -3.547684e+07 nChanged 23044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 233982 members 
Entering Unmasked Estep 
Score: -35494820.000000 Penalty: 6259.527344
	Iteration 8F: 3 clusters Score -3.549482e+07 nChanged 23437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 257379 members 
Entering Unmasked Estep 
Score: -35514988.000000 Penalty: 6259.527344
	Iteration 9F: 3 clusters Score -3.551499e+07 nChanged 19191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25996 members 
Mstep: Class 2 contains 276558 members 
Entering Unmasked Estep 
Score: -35533464.000000 Penalty: 6259.527344
	Iteration 10F: 3 clusters Score -3.553346e+07 nChanged 13082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 289638 members 
Entering Unmasked Estep 
Score: -35546048.000000 Penalty: 6259.527344
	Iteration 11Q: 3 clusters Score -3.554605e+07 nChanged 7538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 297174 members 
Entering Unmasked Estep 
Score: -35552132.000000 Penalty: 6259.527344
	Iteration 12Q: 3 clusters Score -3.555213e+07 nChanged 3386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 300558 members 
Entering Unmasked Estep 
Score: -35553164.000000 Penalty: 6259.527344
	Iteration 13Q: 3 clusters Score -3.555316e+07 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 301727 members 
Entering Unmasked Estep 
Score: -35553800.000000 Penalty: 6259.527344
	Iteration 14Q: 3 clusters Score -3.55538e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 302097 members 
Entering Unmasked Estep 
Score: -35554020.000000 Penalty: 6259.527344
	Iteration 15Q: 3 clusters Score -3.555402e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 302226 members 
Entering Unmasked Estep 
Score: -35554104.000000 Penalty: 6259.527344
	Iteration 16Q: 3 clusters Score -3.55541e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 302269 members 
Entering Unmasked Estep 
Score: -35554156.000000 Penalty: 6259.527344
	Iteration 17Q: 3 clusters Score -3.555416e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 302295 members 
Entering Unmasked Estep 
Score: -35554180.000000 Penalty: 6259.527344
	Iteration 18Q: 3 clusters Score -3.555418e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 302309 members 
Entering Unmasked Estep 
Score: -35554180.000000 Penalty: 6259.527344
	Iteration 19Q: 3 clusters Score -3.555418e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 302321 members 
Entering Unmasked Estep 
Score: -35554204.000000 Penalty: 6259.527344
	Iteration 20F: 3 clusters Score -3.55542e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 302325 members 
Entering Unmasked Estep 
Score: -35554208.000000 Penalty: 6259.527344
	Iteration 21Q: 3 clusters Score -3.555421e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 302328 members 
Entering Unmasked Estep 
Score: -35554212.000000 Penalty: 6259.527344
	Iteration 22Q: 3 clusters Score -3.555421e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 302327 members 
Entering Unmasked Estep 
Score: -35554228.000000 Penalty: 6259.527344
	Iteration 23Q: 3 clusters Score -3.555423e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 302329 members 
Entering Unmasked Estep 
Score: -35554240.000000 Penalty: 6259.527344
	Iteration 24Q: 3 clusters Score -3.555424e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 302330 members 
Entering Unmasked Estep 
Score: -35554232.000000 Penalty: 6259.527344
	Iteration 25Q: 3 clusters Score -3.555423e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 302331 members 
Entering Unmasked Estep 
Score: -35554232.000000 Penalty: 6259.527344
	Iteration 26Q: 3 clusters Score -3.555423e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 302332 members 
Entering Unmasked Estep 
Score: -35554232.000000 Penalty: 6259.527344
	Iteration 27Q: 3 clusters Score -3.555423e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 302336 members 
Entering Unmasked Estep 
Score: -35554236.000000 Penalty: 6259.527344
	Iteration 28Q: 3 clusters Score -3.555424e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 302339 members 
Entering Unmasked Estep 
Score: -35554244.000000 Penalty: 6259.527344
	Iteration 29Q: 3 clusters Score -3.555424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 302340 members 
Entering Unmasked Estep 
Score: -35554240.000000 Penalty: 6259.527344
	Iteration 30Q: 3 clusters Score -3.555424e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 302341 members 
Entering Unmasked Estep 
Score: -35554236.000000 Penalty: 6259.527344
	Iteration 31Q: 3 clusters Score -3.555424e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 302341 members 
Entering Unmasked Estep 
Score: -35554236.000000 Penalty: 6259.527344
	Iteration 32F: 3 clusters Score -3.555424e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Entering Unmasked Estep 
Score: -1339772.125000 Penalty: 2328.945801
	Iteration 0F: 2 clusters Score -1339772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1330822.500000 Penalty: 4657.891602
	Iteration 0F: 3 clusters Score -1330822 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6110 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -1333634.875000 Penalty: 4657.891602
	Iteration 1F: 3 clusters Score -1333635 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -1334005.500000 Penalty: 4657.891602
	Iteration 2F: 3 clusters Score -1334006 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -1334282.375000 Penalty: 4657.891602
	Iteration 3F: 3 clusters Score -1334282 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6470 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1334517.500000 Penalty: 4657.891602
	Iteration 4Q: 3 clusters Score -1334518 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1334766.625000 Penalty: 4657.891602
	Iteration 5Q: 3 clusters Score -1334767 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1335000.125000 Penalty: 4657.891602
	Iteration 6Q: 3 clusters Score -1335000 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7184 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1335245.750000 Penalty: 4657.891602
	Iteration 7Q: 3 clusters Score -1335246 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1335533.000000 Penalty: 4657.891602
	Iteration 8Q: 3 clusters Score -1335533 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -1335832.125000 Penalty: 4657.891602
	Iteration 9Q: 3 clusters Score -1335832 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8113 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1336089.500000 Penalty: 4657.891602
	Iteration 10Q: 3 clusters Score -1336090 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -1336334.875000 Penalty: 4657.891602
	Iteration 11Q: 3 clusters Score -1336335 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -1336520.375000 Penalty: 4657.891602
	Iteration 12Q: 3 clusters Score -1336520 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1336713.000000 Penalty: 4657.891602
	Iteration 13Q: 3 clusters Score -1336713 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9308 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1336886.625000 Penalty: 4657.891602
	Iteration 14Q: 3 clusters Score -1336887 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -1337036.500000 Penalty: 4657.891602
	Iteration 15Q: 3 clusters Score -1337036 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9790 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -1337178.625000 Penalty: 4657.891602
	Iteration 16Q: 3 clusters Score -1337179 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1337304.625000 Penalty: 4657.891602
	Iteration 17Q: 3 clusters Score -1337305 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1337403.750000 Penalty: 4657.891602
	Iteration 18Q: 3 clusters Score -1337404 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1337500.250000 Penalty: 4657.891602
	Iteration 19Q: 3 clusters Score -1337500 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10409 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1337569.375000 Penalty: 4657.891602
	Iteration 20F: 3 clusters Score -1337569 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1337634.500000 Penalty: 4657.891602
	Iteration 21Q: 3 clusters Score -1337634 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -1337689.750000 Penalty: 4657.891602
	Iteration 22Q: 3 clusters Score -1337690 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1337732.000000 Penalty: 4657.891602
	Iteration 23Q: 3 clusters Score -1337732 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -1337769.375000 Penalty: 4657.891602
	Iteration 24Q: 3 clusters Score -1337769 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10778 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1337795.375000 Penalty: 4657.891602
	Iteration 25Q: 3 clusters Score -1337795 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10821 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1337818.750000 Penalty: 4657.891602
	Iteration 26Q: 3 clusters Score -1337819 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1337833.000000 Penalty: 4657.891602
	Iteration 27Q: 3 clusters Score -1337833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10874 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1337840.750000 Penalty: 4657.891602
	Iteration 28Q: 3 clusters Score -1337841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10886 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1337844.625000 Penalty: 4657.891602
	Iteration 29Q: 3 clusters Score -1337845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1337845.625000 Penalty: 4657.891602
	Iteration 30Q: 3 clusters Score -1337846 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1337846.875000 Penalty: 4657.891602
	Iteration 31Q: 3 clusters Score -1337847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1337849.875000 Penalty: 4657.891602
	Iteration 32Q: 3 clusters Score -1337850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10910 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1337856.125000 Penalty: 4657.891602
	Iteration 33Q: 3 clusters Score -1337856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1337858.375000 Penalty: 4657.891602
	Iteration 34Q: 3 clusters Score -1337858 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -1337864.875000 Penalty: 4657.891602
	Iteration 35Q: 3 clusters Score -1337865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -1337867.375000 Penalty: 4657.891602
	Iteration 36Q: 3 clusters Score -1337867 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1337876.125000 Penalty: 4657.891602
	Iteration 37Q: 3 clusters Score -1337876 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10961 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1337882.625000 Penalty: 4657.891602
	Iteration 38Q: 3 clusters Score -1337883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1337896.250000 Penalty: 4657.891602
	Iteration 39Q: 3 clusters Score -1337896 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10989 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -1337907.125000 Penalty: 4657.891602
	Iteration 40F: 3 clusters Score -1337907 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -1337910.375000 Penalty: 4657.891602
	Iteration 41Q: 3 clusters Score -1337910 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1337918.625000 Penalty: 4657.891602
	Iteration 42Q: 3 clusters Score -1337919 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -1337921.375000 Penalty: 4657.891602
	Iteration 43Q: 3 clusters Score -1337921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -1337926.000000 Penalty: 4657.891602
	Iteration 44Q: 3 clusters Score -1337926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11025 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -1337926.500000 Penalty: 4657.891602
	Iteration 45Q: 3 clusters Score -1337926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1337928.125000 Penalty: 4657.891602
	Iteration 46Q: 3 clusters Score -1337928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11035 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -1337931.125000 Penalty: 4657.891602
	Iteration 47Q: 3 clusters Score -1337931 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -1337933.875000 Penalty: 4657.891602
	Iteration 48Q: 3 clusters Score -1337934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -1337935.000000 Penalty: 4657.891602
	Iteration 49Q: 3 clusters Score -1337935 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -1337935.625000 Penalty: 4657.891602
	Iteration 50Q: 3 clusters Score -1337936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1337937.625000 Penalty: 4657.891602
	Iteration 51Q: 3 clusters Score -1337938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1337937.375000 Penalty: 4657.891602
	Iteration 52Q: 3 clusters Score -1337937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1337937.750000 Penalty: 4657.891602
	Iteration 53Q: 3 clusters Score -1337938 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -1337937.750000 Penalty: 4657.891602
	Iteration 54F: 3 clusters Score -1337938 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (200276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200276 members 
Entering Unmasked Estep 
Score: -23707778.000000 Penalty: 3027.447998
	Iteration 0F: 2 clusters Score -2.370778e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99949 members 
Mstep: Class 2 contains 100327 members 
Entering Unmasked Estep 
Score: -23578512.000000 Penalty: 6054.895996
	Iteration 0F: 3 clusters Score -2.357851e+07 nChanged 95966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96111 members 
Mstep: Class 2 contains 104165 members 
Entering Unmasked Estep 
Score: -23635574.000000 Penalty: 6054.895996
	Iteration 1F: 3 clusters Score -2.363557e+07 nChanged 6483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93902 members 
Mstep: Class 2 contains 106374 members 
Entering Unmasked Estep 
Score: -23637440.000000 Penalty: 6054.895996
	Iteration 2Q: 3 clusters Score -2.363744e+07 nChanged 7416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90574 members 
Mstep: Class 2 contains 109702 members 
Entering Unmasked Estep 
Score: -23640218.000000 Penalty: 6054.895996
	Iteration 3Q: 3 clusters Score -2.364022e+07 nChanged 9044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85680 members 
Mstep: Class 2 contains 114596 members 
Entering Unmasked Estep 
Score: -23644276.000000 Penalty: 6054.895996
	Iteration 4Q: 3 clusters Score -2.364428e+07 nChanged 11195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78635 members 
Mstep: Class 2 contains 121641 members 
Entering Unmasked Estep 
Score: -23650424.000000 Penalty: 6054.895996
	Iteration 5F: 3 clusters Score -2.365042e+07 nChanged 13490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69391 members 
Mstep: Class 2 contains 130885 members 
Entering Unmasked Estep 
Score: -23660224.000000 Penalty: 6054.895996
	Iteration 6F: 3 clusters Score -2.366022e+07 nChanged 14462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59285 members 
Mstep: Class 2 contains 140991 members 
Entering Unmasked Estep 
Score: -23672992.000000 Penalty: 6054.895996
	Iteration 7F: 3 clusters Score -2.367299e+07 nChanged 13388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 149841 members 
Entering Unmasked Estep 
Score: -23686526.000000 Penalty: 6054.895996
	Iteration 8F: 3 clusters Score -2.368653e+07 nChanged 10515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44904 members 
Mstep: Class 2 contains 155372 members 
Entering Unmasked Estep 
Score: -23696736.000000 Penalty: 6054.895996
	Iteration 9F: 3 clusters Score -2.369674e+07 nChanged 7228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41956 members 
Mstep: Class 2 contains 158320 members 
Entering Unmasked Estep 
Score: -23702470.000000 Penalty: 6054.895996
	Iteration 10Q: 3 clusters Score -2.370247e+07 nChanged 4900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40324 members 
Mstep: Class 2 contains 159952 members 
Entering Unmasked Estep 
Score: -23705678.000000 Penalty: 6054.895996
	Iteration 11Q: 3 clusters Score -2.370568e+07 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39494 members 
Mstep: Class 2 contains 160782 members 
Entering Unmasked Estep 
Score: -23707564.000000 Penalty: 6054.895996
	Iteration 12Q: 3 clusters Score -2.370756e+07 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39067 members 
Mstep: Class 2 contains 161209 members 
Entering Unmasked Estep 
Score: -23708896.000000 Penalty: 6054.895996
	Iteration 13Q: 3 clusters Score -2.37089e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38846 members 
Mstep: Class 2 contains 161430 members 
Entering Unmasked Estep 
Score: -23709718.000000 Penalty: 6054.895996
	Iteration 14Q: 3 clusters Score -2.370972e+07 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Mstep: Class 2 contains 161597 members 
Entering Unmasked Estep 
Score: -23710186.000000 Penalty: 6054.895996
	Iteration 15Q: 3 clusters Score -2.371019e+07 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38608 members 
Mstep: Class 2 contains 161668 members 
Entering Unmasked Estep 
Score: -23710562.000000 Penalty: 6054.895996
	Iteration 16Q: 3 clusters Score -2.371056e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38529 members 
Mstep: Class 2 contains 161747 members 
Entering Unmasked Estep 
Score: -23710658.000000 Penalty: 6054.895996
	Iteration 17Q: 3 clusters Score -2.371066e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 161800 members 
Entering Unmasked Estep 
Score: -23710846.000000 Penalty: 6054.895996
	Iteration 18Q: 3 clusters Score -2.371085e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38389 members 
Mstep: Class 2 contains 161887 members 
Entering Unmasked Estep 
Score: -23710888.000000 Penalty: 6054.895996
	Iteration 19Q: 3 clusters Score -2.371089e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 162007 members 
Entering Unmasked Estep 
Score: -23710940.000000 Penalty: 6054.895996
	Iteration 20F: 3 clusters Score -2.371094e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38182 members 
Mstep: Class 2 contains 162094 members 
Entering Unmasked Estep 
Score: -23710948.000000 Penalty: 6054.895996
	Iteration 21Q: 3 clusters Score -2.371095e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38077 members 
Mstep: Class 2 contains 162199 members 
Entering Unmasked Estep 
Score: -23710872.000000 Penalty: 6054.895996
	Iteration 22Q: 3 clusters Score -2.371087e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37986 members 
Mstep: Class 2 contains 162290 members 
Entering Unmasked Estep 
Score: -23710876.000000 Penalty: 6054.895996
	Iteration 23Q: 3 clusters Score -2.371088e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37895 members 
Mstep: Class 2 contains 162381 members 
Entering Unmasked Estep 
Score: -23710776.000000 Penalty: 6054.895996
	Iteration 24Q: 3 clusters Score -2.371078e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 162469 members 
Entering Unmasked Estep 
Score: -23710822.000000 Penalty: 6054.895996
	Iteration 25Q: 3 clusters Score -2.371082e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37717 members 
Mstep: Class 2 contains 162559 members 
Entering Unmasked Estep 
Score: -23710814.000000 Penalty: 6054.895996
	Iteration 26Q: 3 clusters Score -2.371081e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37652 members 
Mstep: Class 2 contains 162624 members 
Entering Unmasked Estep 
Score: -23710816.000000 Penalty: 6054.895996
	Iteration 27Q: 3 clusters Score -2.371082e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37599 members 
Mstep: Class 2 contains 162677 members 
Entering Unmasked Estep 
Score: -23710778.000000 Penalty: 6054.895996
	Iteration 28Q: 3 clusters Score -2.371078e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 162716 members 
Entering Unmasked Estep 
Score: -23710796.000000 Penalty: 6054.895996
	Iteration 29Q: 3 clusters Score -2.37108e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 162759 members 
Entering Unmasked Estep 
Score: -23710770.000000 Penalty: 6054.895996
	Iteration 30Q: 3 clusters Score -2.371077e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37482 members 
Mstep: Class 2 contains 162794 members 
Entering Unmasked Estep 
Score: -23710770.000000 Penalty: 6054.895996
	Iteration 31Q: 3 clusters Score -2.371077e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 162830 members 
Entering Unmasked Estep 
Score: -23710724.000000 Penalty: 6054.895996
	Iteration 32Q: 3 clusters Score -2.371072e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37413 members 
Mstep: Class 2 contains 162863 members 
Entering Unmasked Estep 
Score: -23710724.000000 Penalty: 6054.895996
	Iteration 33Q: 3 clusters Score -2.371072e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 162888 members 
Entering Unmasked Estep 
Score: -23710704.000000 Penalty: 6054.895996
	Iteration 34Q: 3 clusters Score -2.37107e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37365 members 
Mstep: Class 2 contains 162911 members 
Entering Unmasked Estep 
Score: -23710730.000000 Penalty: 6054.895996
	Iteration 35Q: 3 clusters Score -2.371073e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 162941 members 
Entering Unmasked Estep 
Score: -23710718.000000 Penalty: 6054.895996
	Iteration 36Q: 3 clusters Score -2.371072e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37308 members 
Mstep: Class 2 contains 162968 members 
Entering Unmasked Estep 
Score: -23710760.000000 Penalty: 6054.895996
	Iteration 37Q: 3 clusters Score -2.371076e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37287 members 
Mstep: Class 2 contains 162989 members 
Entering Unmasked Estep 
Score: -23710756.000000 Penalty: 6054.895996
	Iteration 38Q: 3 clusters Score -2.371076e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37264 members 
Mstep: Class 2 contains 163012 members 
Entering Unmasked Estep 
Score: -23710744.000000 Penalty: 6054.895996
	Iteration 39Q: 3 clusters Score -2.371074e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37247 members 
Mstep: Class 2 contains 163029 members 
Entering Unmasked Estep 
Score: -23710738.000000 Penalty: 6054.895996
	Iteration 40F: 3 clusters Score -2.371074e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 163035 members 
Entering Unmasked Estep 
Score: -23710732.000000 Penalty: 6054.895996
	Iteration 41Q: 3 clusters Score -2.371073e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37234 members 
Mstep: Class 2 contains 163042 members 
Entering Unmasked Estep 
Score: -23710746.000000 Penalty: 6054.895996
	Iteration 42Q: 3 clusters Score -2.371075e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37226 members 
Mstep: Class 2 contains 163050 members 
Entering Unmasked Estep 
Score: -23710730.000000 Penalty: 6054.895996
	Iteration 43Q: 3 clusters Score -2.371073e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 163060 members 
Entering Unmasked Estep 
Score: -23710730.000000 Penalty: 6054.895996
	Iteration 44Q: 3 clusters Score -2.371073e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37211 members 
Mstep: Class 2 contains 163065 members 
Entering Unmasked Estep 
Score: -23710740.000000 Penalty: 6054.895996
	Iteration 45Q: 3 clusters Score -2.371074e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37210 members 
Mstep: Class 2 contains 163066 members 
Entering Unmasked Estep 
Score: -23710732.000000 Penalty: 6054.895996
	Iteration 46Q: 3 clusters Score -2.371073e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37207 members 
Mstep: Class 2 contains 163069 members 
Entering Unmasked Estep 
Score: -23710738.000000 Penalty: 6054.895996
	Iteration 47Q: 3 clusters Score -2.371074e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37204 members 
Mstep: Class 2 contains 163072 members 
Entering Unmasked Estep 
Score: -23710734.000000 Penalty: 6054.895996
	Iteration 48Q: 3 clusters Score -2.371073e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 163075 members 
Entering Unmasked Estep 
Score: -23710728.000000 Penalty: 6054.895996
	Iteration 49Q: 3 clusters Score -2.371073e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 163075 members 
Entering Unmasked Estep 
Score: -23710738.000000 Penalty: 6054.895996
	Iteration 50Q: 3 clusters Score -2.371074e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37199 members 
Mstep: Class 2 contains 163077 members 
Entering Unmasked Estep 
Score: -23710738.000000 Penalty: 6054.895996
	Iteration 51Q: 3 clusters Score -2.371074e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 163081 members 
Entering Unmasked Estep 
Score: -23710748.000000 Penalty: 6054.895996
	Iteration 52Q: 3 clusters Score -2.371075e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 163085 members 
Entering Unmasked Estep 
Score: -23710740.000000 Penalty: 6054.895996
	Iteration 53Q: 3 clusters Score -2.371074e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37189 members 
Mstep: Class 2 contains 163087 members 
Entering Unmasked Estep 
Score: -23710746.000000 Penalty: 6054.895996
	Iteration 54Q: 3 clusters Score -2.371075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37188 members 
Mstep: Class 2 contains 163088 members 
Entering Unmasked Estep 
Score: -23710746.000000 Penalty: 6054.895996
	Iteration 55Q: 3 clusters Score -2.371075e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37187 members 
Mstep: Class 2 contains 163089 members 
Entering Unmasked Estep 
Score: -23710740.000000 Penalty: 6054.895996
	Iteration 56Q: 3 clusters Score -2.371074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -23710732.000000 Penalty: 6054.895996
	Iteration 57Q: 3 clusters Score -2.371073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 163090 members 
Entering Unmasked Estep 
Score: -23710732.000000 Penalty: 6054.895996
	Iteration 58F: 3 clusters Score -2.371073e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 81138 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 25507 members 
Mstep: Class 5 contains 169408 members 
Mstep: Class 6 contains 13678 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 163090 members 
Mstep: Class 11 contains 302554 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 37186 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10099 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17677 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68558 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 736 members 
Mstep: Class 28 contains 192431 members 
Mstep: Class 29 contains 174767 members 
Mstep: Class 30 contains 8261 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
Score: -161460160.000000 Penalty: 108902.257812
Splitting cluster 13 changes total score from -161456352.000000 to -161460160.000000
So it's getting split into cluster 10.
Entering ConstructFrom: 
Trying to split cluster 14 (7696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Entering Unmasked Estep 
Score: -768766.500000 Penalty: 2219.217041
	Iteration 0F: 2 clusters Score -768766.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -762586.000000 Penalty: 4438.434082
	Iteration 0F: 3 clusters Score -762586 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -764399.375000 Penalty: 4438.434082
	Iteration 1F: 3 clusters Score -764399.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -764687.875000 Penalty: 4438.434082
	Iteration 2F: 3 clusters Score -764687.9 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -764921.375000 Penalty: 4438.434082
	Iteration 3F: 3 clusters Score -764921.4 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -765110.312500 Penalty: 4438.434082
	Iteration 4Q: 3 clusters Score -765110.3 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -765279.937500 Penalty: 4438.434082
	Iteration 5Q: 3 clusters Score -765279.9 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -765445.500000 Penalty: 4438.434082
	Iteration 6Q: 3 clusters Score -765445.5 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -765585.125000 Penalty: 4438.434082
	Iteration 7Q: 3 clusters Score -765585.1 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -765718.562500 Penalty: 4438.434082
	Iteration 8Q: 3 clusters Score -765718.6 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -765850.687500 Penalty: 4438.434082
	Iteration 9Q: 3 clusters Score -765850.7 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 4099 members 
Entering Unmasked Estep 
Score: -765994.625000 Penalty: 4438.434082
	Iteration 10Q: 3 clusters Score -765994.6 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -766145.500000 Penalty: 4438.434082
	Iteration 11Q: 3 clusters Score -766145.5 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -766316.812500 Penalty: 4438.434082
	Iteration 12Q: 3 clusters Score -766316.8 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -766503.312500 Penalty: 4438.434082
	Iteration 13Q: 3 clusters Score -766503.3 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -766671.125000 Penalty: 4438.434082
	Iteration 14Q: 3 clusters Score -766671.1 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3298 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -766820.625000 Penalty: 4438.434082
	Iteration 15Q: 3 clusters Score -766820.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -766949.562500 Penalty: 4438.434082
	Iteration 16Q: 3 clusters Score -766949.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -767034.250000 Penalty: 4438.434082
	Iteration 17Q: 3 clusters Score -767034.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -767117.125000 Penalty: 4438.434082
	Iteration 18Q: 3 clusters Score -767117.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -767176.375000 Penalty: 4438.434082
	Iteration 19Q: 3 clusters Score -767176.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -767228.625000 Penalty: 4438.434082
	Iteration 20F: 3 clusters Score -767228.6 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -767265.250000 Penalty: 4438.434082
	Iteration 21Q: 3 clusters Score -767265.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 4439 members 
Entering Unmasked Estep 
Score: -767307.687500 Penalty: 4438.434082
	Iteration 22Q: 3 clusters Score -767307.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -767341.000000 Penalty: 4438.434082
	Iteration 23Q: 3 clusters Score -767341 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -767374.812500 Penalty: 4438.434082
	Iteration 24Q: 3 clusters Score -767374.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -767410.625000 Penalty: 4438.434082
	Iteration 25Q: 3 clusters Score -767410.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 4563 members 
Entering Unmasked Estep 
Score: -767439.562500 Penalty: 4438.434082
	Iteration 26Q: 3 clusters Score -767439.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -767462.500000 Penalty: 4438.434082
	Iteration 27Q: 3 clusters Score -767462.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 4630 members 
Entering Unmasked Estep 
Score: -767483.937500 Penalty: 4438.434082
	Iteration 28Q: 3 clusters Score -767483.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -767505.125000 Penalty: 4438.434082
	Iteration 29Q: 3 clusters Score -767505.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -767520.812500 Penalty: 4438.434082
	Iteration 30Q: 3 clusters Score -767520.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 4683 members 
Entering Unmasked Estep 
Score: -767526.562500 Penalty: 4438.434082
	Iteration 31Q: 3 clusters Score -767526.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 4695 members 
Entering Unmasked Estep 
Score: -767533.125000 Penalty: 4438.434082
	Iteration 32Q: 3 clusters Score -767533.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -767539.125000 Penalty: 4438.434082
	Iteration 33Q: 3 clusters Score -767539.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -767543.187500 Penalty: 4438.434082
	Iteration 34Q: 3 clusters Score -767543.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -767546.312500 Penalty: 4438.434082
	Iteration 35Q: 3 clusters Score -767546.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -767546.312500 Penalty: 4438.434082
	Iteration 36Q: 3 clusters Score -767546.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -767547.062500 Penalty: 4438.434082
	Iteration 37Q: 3 clusters Score -767547.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -767548.437500 Penalty: 4438.434082
	Iteration 38Q: 3 clusters Score -767548.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -767549.000000 Penalty: 4438.434082
	Iteration 39Q: 3 clusters Score -767549 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -767549.750000 Penalty: 4438.434082
	Iteration 40F: 3 clusters Score -767549.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -767550.500000 Penalty: 4438.434082
	Iteration 41Q: 3 clusters Score -767550.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -767548.812500 Penalty: 4438.434082
	Iteration 42Q: 3 clusters Score -767548.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -767547.937500 Penalty: 4438.434082
	Iteration 43Q: 3 clusters Score -767547.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4726 members 
Entering Unmasked Estep 
Score: -767549.125000 Penalty: 4438.434082
	Iteration 44Q: 3 clusters Score -767549.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -767548.937500 Penalty: 4438.434082
	Iteration 45Q: 3 clusters Score -767548.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -767551.437500 Penalty: 4438.434082
	Iteration 46Q: 3 clusters Score -767551.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -767551.437500 Penalty: 4438.434082
	Iteration 47F: 3 clusters Score -767551.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Entering Unmasked Estep 
Score: -413529.156250 Penalty: 2033.943604
	Iteration 0F: 2 clusters Score -413529.2 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 1797 members 
Entering Unmasked Estep 
Score: -409886.093750 Penalty: 4067.887207
	Iteration 0F: 3 clusters Score -409886.1 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -410672.500000 Penalty: 4067.887207
	Iteration 1F: 3 clusters Score -410672.5 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -410823.281250 Penalty: 4067.887207
	Iteration 2F: 3 clusters Score -410823.3 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -410915.031250 Penalty: 4067.887207
	Iteration 3Q: 3 clusters Score -410915 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -410977.593750 Penalty: 4067.887207
	Iteration 4Q: 3 clusters Score -410977.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -411020.437500 Penalty: 4067.887207
	Iteration 5Q: 3 clusters Score -411020.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -411040.875000 Penalty: 4067.887207
	Iteration 6Q: 3 clusters Score -411040.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -411062.625000 Penalty: 4067.887207
	Iteration 7Q: 3 clusters Score -411062.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -411078.718750 Penalty: 4067.887207
	Iteration 8Q: 3 clusters Score -411078.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -411095.250000 Penalty: 4067.887207
	Iteration 9Q: 3 clusters Score -411095.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -411109.687500 Penalty: 4067.887207
	Iteration 10Q: 3 clusters Score -411109.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -411119.562500 Penalty: 4067.887207
	Iteration 11Q: 3 clusters Score -411119.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -411130.906250 Penalty: 4067.887207
	Iteration 12Q: 3 clusters Score -411130.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -411142.218750 Penalty: 4067.887207
	Iteration 13Q: 3 clusters Score -411142.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -411148.625000 Penalty: 4067.887207
	Iteration 14Q: 3 clusters Score -411148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -411149.937500 Penalty: 4067.887207
	Iteration 15Q: 3 clusters Score -411149.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -411152.156250 Penalty: 4067.887207
	Iteration 16Q: 3 clusters Score -411152.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -411154.093750 Penalty: 4067.887207
	Iteration 17Q: 3 clusters Score -411154.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -411155.187500 Penalty: 4067.887207
	Iteration 18Q: 3 clusters Score -411155.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -411156.250000 Penalty: 4067.887207
	Iteration 19Q: 3 clusters Score -411156.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -411157.281250 Penalty: 4067.887207
	Iteration 20F: 3 clusters Score -411157.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -411159.312500 Penalty: 4067.887207
	Iteration 21Q: 3 clusters Score -411159.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -411161.562500 Penalty: 4067.887207
	Iteration 22Q: 3 clusters Score -411161.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -411161.812500 Penalty: 4067.887207
	Iteration 23Q: 3 clusters Score -411161.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -411163.906250 Penalty: 4067.887207
	Iteration 24Q: 3 clusters Score -411163.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -411165.875000 Penalty: 4067.887207
	Iteration 25Q: 3 clusters Score -411165.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -411168.562500 Penalty: 4067.887207
	Iteration 26Q: 3 clusters Score -411168.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -411170.250000 Penalty: 4067.887207
	Iteration 27Q: 3 clusters Score -411170.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -411171.250000 Penalty: 4067.887207
	Iteration 28Q: 3 clusters Score -411171.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -411172.781250 Penalty: 4067.887207
	Iteration 29Q: 3 clusters Score -411172.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -411173.281250 Penalty: 4067.887207
	Iteration 30Q: 3 clusters Score -411173.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -411173.375000 Penalty: 4067.887207
	Iteration 31Q: 3 clusters Score -411173.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -411173.843750 Penalty: 4067.887207
	Iteration 32Q: 3 clusters Score -411173.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -411174.281250 Penalty: 4067.887207
	Iteration 33Q: 3 clusters Score -411174.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -411175.031250 Penalty: 4067.887207
	Iteration 34Q: 3 clusters Score -411175 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -411176.656250 Penalty: 4067.887207
	Iteration 35Q: 3 clusters Score -411176.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -411177.531250 Penalty: 4067.887207
	Iteration 36Q: 3 clusters Score -411177.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -411178.156250 Penalty: 4067.887207
	Iteration 37Q: 3 clusters Score -411178.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -411178.156250 Penalty: 4067.887207
	Iteration 38F: 3 clusters Score -411178.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Entering Unmasked Estep 
Score: -128196.132812 Penalty: 1755.846558
	Iteration 0F: 2 clusters Score -128196.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -126112.320312 Penalty: 3511.693115
	Iteration 0F: 3 clusters Score -126112.3 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126429.757812 Penalty: 3511.693115
	Iteration 1F: 3 clusters Score -126429.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126537.000000 Penalty: 3511.693115
	Iteration 2F: 3 clusters Score -126537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -126602.210938 Penalty: 3511.693115
	Iteration 3Q: 3 clusters Score -126602.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -126633.992188 Penalty: 3511.693115
	Iteration 4Q: 3 clusters Score -126634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -126656.539062 Penalty: 3511.693115
	Iteration 5Q: 3 clusters Score -126656.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -126674.109375 Penalty: 3511.693115
	Iteration 6Q: 3 clusters Score -126674.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -126690.492188 Penalty: 3511.693115
	Iteration 7Q: 3 clusters Score -126690.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -126704.367188 Penalty: 3511.693115
	Iteration 8Q: 3 clusters Score -126704.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -126719.390625 Penalty: 3511.693115
	Iteration 9Q: 3 clusters Score -126719.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -126725.570312 Penalty: 3511.693115
	Iteration 10Q: 3 clusters Score -126725.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -126737.101562 Penalty: 3511.693115
	Iteration 11Q: 3 clusters Score -126737.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -126746.937500 Penalty: 3511.693115
	Iteration 12Q: 3 clusters Score -126746.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -126753.531250 Penalty: 3511.693115
	Iteration 13Q: 3 clusters Score -126753.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -126756.562500 Penalty: 3511.693115
	Iteration 14Q: 3 clusters Score -126756.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -126759.273438 Penalty: 3511.693115
	Iteration 15Q: 3 clusters Score -126759.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -126759.273438 Penalty: 3511.693115
	Iteration 16F: 3 clusters Score -126759.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10099 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Entering Unmasked Estep 
Score: -1206459.250000 Penalty: 2286.607666
	Iteration 0F: 2 clusters Score -1206459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5064 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -1198719.750000 Penalty: 4573.215332
	Iteration 0F: 3 clusters Score -1198720 nChanged 4173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4962 members 
Entering Unmasked Estep 
Score: -1200995.500000 Penalty: 4573.215332
	Iteration 1F: 3 clusters Score -1200996 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1201265.500000 Penalty: 4573.215332
	Iteration 2F: 3 clusters Score -1201266 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -1201410.500000 Penalty: 4573.215332
	Iteration 3Q: 3 clusters Score -1201410 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -1201508.250000 Penalty: 4573.215332
	Iteration 4Q: 3 clusters Score -1201508 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -1201586.875000 Penalty: 4573.215332
	Iteration 5Q: 3 clusters Score -1201587 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 4890 members 
Entering Unmasked Estep 
Score: -1201654.750000 Penalty: 4573.215332
	Iteration 6Q: 3 clusters Score -1201655 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -1201717.000000 Penalty: 4573.215332
	Iteration 7Q: 3 clusters Score -1201717 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1201784.250000 Penalty: 4573.215332
	Iteration 8Q: 3 clusters Score -1201784 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -1201832.625000 Penalty: 4573.215332
	Iteration 9Q: 3 clusters Score -1201833 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -1201873.500000 Penalty: 4573.215332
	Iteration 10Q: 3 clusters Score -1201874 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1201904.500000 Penalty: 4573.215332
	Iteration 11Q: 3 clusters Score -1201904 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -1201942.625000 Penalty: 4573.215332
	Iteration 12Q: 3 clusters Score -1201943 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1201974.750000 Penalty: 4573.215332
	Iteration 13Q: 3 clusters Score -1201975 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1202012.500000 Penalty: 4573.215332
	Iteration 14Q: 3 clusters Score -1202012 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5298 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -1202049.875000 Penalty: 4573.215332
	Iteration 15Q: 3 clusters Score -1202050 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -1202081.875000 Penalty: 4573.215332
	Iteration 16Q: 3 clusters Score -1202082 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -1202116.625000 Penalty: 4573.215332
	Iteration 17Q: 3 clusters Score -1202117 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -1202145.750000 Penalty: 4573.215332
	Iteration 18Q: 3 clusters Score -1202146 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -1202175.375000 Penalty: 4573.215332
	Iteration 19Q: 3 clusters Score -1202175 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -1202195.625000 Penalty: 4573.215332
	Iteration 20F: 3 clusters Score -1202196 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -1202227.750000 Penalty: 4573.215332
	Iteration 21Q: 3 clusters Score -1202228 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -1202262.750000 Penalty: 4573.215332
	Iteration 22Q: 3 clusters Score -1202263 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1202303.625000 Penalty: 4573.215332
	Iteration 23Q: 3 clusters Score -1202304 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1202340.250000 Penalty: 4573.215332
	Iteration 24Q: 3 clusters Score -1202340 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -1202390.250000 Penalty: 4573.215332
	Iteration 25Q: 3 clusters Score -1202390 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1202436.625000 Penalty: 4573.215332
	Iteration 26Q: 3 clusters Score -1202437 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -1202498.875000 Penalty: 4573.215332
	Iteration 27Q: 3 clusters Score -1202499 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -1202562.125000 Penalty: 4573.215332
	Iteration 28Q: 3 clusters Score -1202562 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1202624.750000 Penalty: 4573.215332
	Iteration 29Q: 3 clusters Score -1202625 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1202690.375000 Penalty: 4573.215332
	Iteration 30Q: 3 clusters Score -1202690 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -1202766.125000 Penalty: 4573.215332
	Iteration 31Q: 3 clusters Score -1202766 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -1202852.875000 Penalty: 4573.215332
	Iteration 32Q: 3 clusters Score -1202853 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -1202934.875000 Penalty: 4573.215332
	Iteration 33Q: 3 clusters Score -1202935 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -1203014.750000 Penalty: 4573.215332
	Iteration 34Q: 3 clusters Score -1203015 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1203117.875000 Penalty: 4573.215332
	Iteration 35Q: 3 clusters Score -1203118 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7549 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1203245.625000 Penalty: 4573.215332
	Iteration 36Q: 3 clusters Score -1203246 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -1203374.000000 Penalty: 4573.215332
	Iteration 37Q: 3 clusters Score -1203374 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -1203497.875000 Penalty: 4573.215332
	Iteration 38Q: 3 clusters Score -1203498 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -1203594.125000 Penalty: 4573.215332
	Iteration 39Q: 3 clusters Score -1203594 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1203681.125000 Penalty: 4573.215332
	Iteration 40F: 3 clusters Score -1203681 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8293 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1203751.625000 Penalty: 4573.215332
	Iteration 41Q: 3 clusters Score -1203752 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -1203823.375000 Penalty: 4573.215332
	Iteration 42Q: 3 clusters Score -1203823 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1203887.375000 Penalty: 4573.215332
	Iteration 43Q: 3 clusters Score -1203887 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1203951.625000 Penalty: 4573.215332
	Iteration 44Q: 3 clusters Score -1203952 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1204002.625000 Penalty: 4573.215332
	Iteration 45Q: 3 clusters Score -1204003 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1204047.750000 Penalty: 4573.215332
	Iteration 46Q: 3 clusters Score -1204048 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -1204074.875000 Penalty: 4573.215332
	Iteration 47Q: 3 clusters Score -1204075 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1204108.625000 Penalty: 4573.215332
	Iteration 48Q: 3 clusters Score -1204109 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -1204139.750000 Penalty: 4573.215332
	Iteration 49Q: 3 clusters Score -1204140 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -1204163.125000 Penalty: 4573.215332
	Iteration 50Q: 3 clusters Score -1204163 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1204181.125000 Penalty: 4573.215332
	Iteration 51Q: 3 clusters Score -1204181 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1204197.875000 Penalty: 4573.215332
	Iteration 52Q: 3 clusters Score -1204198 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9030 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1204202.375000 Penalty: 4573.215332
	Iteration 53Q: 3 clusters Score -1204202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -1204215.000000 Penalty: 4573.215332
	Iteration 54Q: 3 clusters Score -1204215 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1204226.875000 Penalty: 4573.215332
	Iteration 55Q: 3 clusters Score -1204227 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1204247.125000 Penalty: 4573.215332
	Iteration 56Q: 3 clusters Score -1204247 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1204267.000000 Penalty: 4573.215332
	Iteration 57Q: 3 clusters Score -1204267 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -1204288.125000 Penalty: 4573.215332
	Iteration 58Q: 3 clusters Score -1204288 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -1204304.500000 Penalty: 4573.215332
	Iteration 59Q: 3 clusters Score -1204304 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1204315.500000 Penalty: 4573.215332
	Iteration 60F: 3 clusters Score -1204316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1204323.750000 Penalty: 4573.215332
	Iteration 61Q: 3 clusters Score -1204324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -1204327.625000 Penalty: 4573.215332
	Iteration 62Q: 3 clusters Score -1204328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9251 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1204334.375000 Penalty: 4573.215332
	Iteration 63Q: 3 clusters Score -1204334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9266 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1204344.250000 Penalty: 4573.215332
	Iteration 64Q: 3 clusters Score -1204344 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -1204358.625000 Penalty: 4573.215332
	Iteration 65Q: 3 clusters Score -1204359 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1204366.375000 Penalty: 4573.215332
	Iteration 66Q: 3 clusters Score -1204366 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1204378.500000 Penalty: 4573.215332
	Iteration 67Q: 3 clusters Score -1204378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9327 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1204389.500000 Penalty: 4573.215332
	Iteration 68Q: 3 clusters Score -1204390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1204397.250000 Penalty: 4573.215332
	Iteration 69Q: 3 clusters Score -1204397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1204401.625000 Penalty: 4573.215332
	Iteration 70Q: 3 clusters Score -1204402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9356 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1204404.250000 Penalty: 4573.215332
	Iteration 71Q: 3 clusters Score -1204404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9359 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -1204406.000000 Penalty: 4573.215332
	Iteration 72Q: 3 clusters Score -1204406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1204407.875000 Penalty: 4573.215332
	Iteration 73Q: 3 clusters Score -1204408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1204409.750000 Penalty: 4573.215332
	Iteration 74Q: 3 clusters Score -1204410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -1204419.750000 Penalty: 4573.215332
	Iteration 75Q: 3 clusters Score -1204420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -1204427.375000 Penalty: 4573.215332
	Iteration 76Q: 3 clusters Score -1204427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1204430.625000 Penalty: 4573.215332
	Iteration 77Q: 3 clusters Score -1204431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1204437.250000 Penalty: 4573.215332
	Iteration 78Q: 3 clusters Score -1204437 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1204438.875000 Penalty: 4573.215332
	Iteration 79Q: 3 clusters Score -1204439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -1204439.375000 Penalty: 4573.215332
	Iteration 80F: 3 clusters Score -1204439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1204446.875000 Penalty: 4573.215332
	Iteration 81Q: 3 clusters Score -1204447 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -1204452.375000 Penalty: 4573.215332
	Iteration 82Q: 3 clusters Score -1204452 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1204454.375000 Penalty: 4573.215332
	Iteration 83Q: 3 clusters Score -1204454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1204456.875000 Penalty: 4573.215332
	Iteration 84Q: 3 clusters Score -1204457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1204460.625000 Penalty: 4573.215332
	Iteration 85Q: 3 clusters Score -1204461 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -1204460.625000 Penalty: 4573.215332
	Iteration 86F: 3 clusters Score -1204461 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -401179.437500 Penalty: 2093.732422
	Iteration 0F: 2 clusters Score -401179.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -396900.500000 Penalty: 4187.464844
	Iteration 0F: 3 clusters Score -396900.5 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -397954.906250 Penalty: 4187.464844
	Iteration 1F: 3 clusters Score -397954.9 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -398177.906250 Penalty: 4187.464844
	Iteration 2F: 3 clusters Score -398177.9 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -398369.750000 Penalty: 4187.464844
	Iteration 3F: 3 clusters Score -398369.8 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -398554.031250 Penalty: 4187.464844
	Iteration 4F: 3 clusters Score -398554 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -398738.031250 Penalty: 4187.464844
	Iteration 5Q: 3 clusters Score -398738 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -398927.593750 Penalty: 4187.464844
	Iteration 6Q: 3 clusters Score -398927.6 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -399095.437500 Penalty: 4187.464844
	Iteration 7Q: 3 clusters Score -399095.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -399218.218750 Penalty: 4187.464844
	Iteration 8Q: 3 clusters Score -399218.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -399335.968750 Penalty: 4187.464844
	Iteration 9Q: 3 clusters Score -399336 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -399434.750000 Penalty: 4187.464844
	Iteration 10Q: 3 clusters Score -399434.8 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -399515.656250 Penalty: 4187.464844
	Iteration 11Q: 3 clusters Score -399515.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -399594.218750 Penalty: 4187.464844
	Iteration 12Q: 3 clusters Score -399594.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -399641.343750 Penalty: 4187.464844
	Iteration 13Q: 3 clusters Score -399641.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -399673.781250 Penalty: 4187.464844
	Iteration 14Q: 3 clusters Score -399673.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -399695.468750 Penalty: 4187.464844
	Iteration 15Q: 3 clusters Score -399695.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -399716.468750 Penalty: 4187.464844
	Iteration 16Q: 3 clusters Score -399716.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -399725.843750 Penalty: 4187.464844
	Iteration 17Q: 3 clusters Score -399725.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -399729.593750 Penalty: 4187.464844
	Iteration 18Q: 3 clusters Score -399729.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -399731.281250 Penalty: 4187.464844
	Iteration 19Q: 3 clusters Score -399731.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -399738.968750 Penalty: 4187.464844
	Iteration 20F: 3 clusters Score -399739 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -399756.406250 Penalty: 4187.464844
	Iteration 21Q: 3 clusters Score -399756.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -399766.500000 Penalty: 4187.464844
	Iteration 22Q: 3 clusters Score -399766.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -399772.468750 Penalty: 4187.464844
	Iteration 23Q: 3 clusters Score -399772.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -399773.218750 Penalty: 4187.464844
	Iteration 24Q: 3 clusters Score -399773.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -399776.281250 Penalty: 4187.464844
	Iteration 25Q: 3 clusters Score -399776.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -399777.218750 Penalty: 4187.464844
	Iteration 26Q: 3 clusters Score -399777.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -399777.843750 Penalty: 4187.464844
	Iteration 27Q: 3 clusters Score -399777.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -399778.593750 Penalty: 4187.464844
	Iteration 28Q: 3 clusters Score -399778.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -399778.625000 Penalty: 4187.464844
	Iteration 29Q: 3 clusters Score -399778.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -399778.812500 Penalty: 4187.464844
	Iteration 30Q: 3 clusters Score -399778.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -399779.593750 Penalty: 4187.464844
	Iteration 31Q: 3 clusters Score -399779.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -399779.625000 Penalty: 4187.464844
	Iteration 32Q: 3 clusters Score -399779.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -399779.625000 Penalty: 4187.464844
	Iteration 33F: 3 clusters Score -399779.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17677 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17677 members 
Entering Unmasked Estep 
Score: -1988211.375000 Penalty: 2425.444824
	Iteration 0F: 2 clusters Score -1988211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 8735 members 
Entering Unmasked Estep 
Score: -1975624.125000 Penalty: 4850.889648
	Iteration 0F: 3 clusters Score -1975624 nChanged 7777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9261 members 
Mstep: Class 2 contains 8416 members 
Entering Unmasked Estep 
Score: -1979893.500000 Penalty: 4850.889648
	Iteration 1F: 3 clusters Score -1979894 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 8237 members 
Entering Unmasked Estep 
Score: -1980268.375000 Penalty: 4850.889648
	Iteration 2F: 3 clusters Score -1980268 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 7983 members 
Entering Unmasked Estep 
Score: -1980580.625000 Penalty: 4850.889648
	Iteration 3Q: 3 clusters Score -1980581 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -1980885.500000 Penalty: 4850.889648
	Iteration 4Q: 3 clusters Score -1980886 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10412 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -1981228.750000 Penalty: 4850.889648
	Iteration 5Q: 3 clusters Score -1981229 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1981626.500000 Penalty: 4850.889648
	Iteration 6Q: 3 clusters Score -1981626 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -1982096.875000 Penalty: 4850.889648
	Iteration 7Q: 3 clusters Score -1982097 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 5476 members 
Entering Unmasked Estep 
Score: -1982630.625000 Penalty: 4850.889648
	Iteration 8F: 3 clusters Score -1982631 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -1983150.000000 Penalty: 4850.889648
	Iteration 9Q: 3 clusters Score -1983150 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1983632.000000 Penalty: 4850.889648
	Iteration 10Q: 3 clusters Score -1983632 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14204 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1984097.000000 Penalty: 4850.889648
	Iteration 11Q: 3 clusters Score -1984097 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -1984566.875000 Penalty: 4850.889648
	Iteration 12Q: 3 clusters Score -1984567 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1984984.875000 Penalty: 4850.889648
	Iteration 13Q: 3 clusters Score -1984985 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -1985277.000000 Penalty: 4850.889648
	Iteration 14Q: 3 clusters Score -1985277 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1985506.625000 Penalty: 4850.889648
	Iteration 15Q: 3 clusters Score -1985507 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1985670.375000 Penalty: 4850.889648
	Iteration 16Q: 3 clusters Score -1985670 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1985791.125000 Penalty: 4850.889648
	Iteration 17Q: 3 clusters Score -1985791 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1985881.125000 Penalty: 4850.889648
	Iteration 18Q: 3 clusters Score -1985881 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16496 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1985936.250000 Penalty: 4850.889648
	Iteration 19Q: 3 clusters Score -1985936 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16582 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1986002.000000 Penalty: 4850.889648
	Iteration 20F: 3 clusters Score -1986002 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1986057.625000 Penalty: 4850.889648
	Iteration 21Q: 3 clusters Score -1986058 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16689 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -1986094.375000 Penalty: 4850.889648
	Iteration 22Q: 3 clusters Score -1986094 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -1986118.125000 Penalty: 4850.889648
	Iteration 23Q: 3 clusters Score -1986118 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16753 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -1986131.750000 Penalty: 4850.889648
	Iteration 24Q: 3 clusters Score -1986132 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -1986146.375000 Penalty: 4850.889648
	Iteration 25Q: 3 clusters Score -1986146 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1986158.000000 Penalty: 4850.889648
	Iteration 26Q: 3 clusters Score -1986158 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1986170.000000 Penalty: 4850.889648
	Iteration 27Q: 3 clusters Score -1986170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -1986172.125000 Penalty: 4850.889648
	Iteration 28Q: 3 clusters Score -1986172 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -1986183.500000 Penalty: 4850.889648
	Iteration 29Q: 3 clusters Score -1986184 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -1986189.000000 Penalty: 4850.889648
	Iteration 30Q: 3 clusters Score -1986189 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1986188.250000 Penalty: 4850.889648
	Iteration 31Q: 3 clusters Score -1986188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -1986191.625000 Penalty: 4850.889648
	Iteration 32Q: 3 clusters Score -1986192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16858 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -1986190.625000 Penalty: 4850.889648
	Iteration 33Q: 3 clusters Score -1986191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -1986192.625000 Penalty: 4850.889648
	Iteration 34Q: 3 clusters Score -1986193 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -1986198.125000 Penalty: 4850.889648
	Iteration 35Q: 3 clusters Score -1986198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -1986198.250000 Penalty: 4850.889648
	Iteration 36Q: 3 clusters Score -1986198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1986201.625000 Penalty: 4850.889648
	Iteration 37Q: 3 clusters Score -1986202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -1986206.000000 Penalty: 4850.889648
	Iteration 38Q: 3 clusters Score -1986206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -1986209.500000 Penalty: 4850.889648
	Iteration 39Q: 3 clusters Score -1986210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1986220.375000 Penalty: 4850.889648
	Iteration 40F: 3 clusters Score -1986220 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1986222.500000 Penalty: 4850.889648
	Iteration 41Q: 3 clusters Score -1986222 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16913 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -1986231.125000 Penalty: 4850.889648
	Iteration 42Q: 3 clusters Score -1986231 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1986235.625000 Penalty: 4850.889648
	Iteration 43Q: 3 clusters Score -1986236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1986237.375000 Penalty: 4850.889648
	Iteration 44Q: 3 clusters Score -1986237 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1986237.750000 Penalty: 4850.889648
	Iteration 45Q: 3 clusters Score -1986238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1986239.250000 Penalty: 4850.889648
	Iteration 46Q: 3 clusters Score -1986239 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1986239.625000 Penalty: 4850.889648
	Iteration 47Q: 3 clusters Score -1986240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1986239.625000 Penalty: 4850.889648
	Iteration 48F: 3 clusters Score -1986240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8423 members 
Entering Unmasked Estep 
Score: -938226.687500 Penalty: 2241.602783
	Iteration 0F: 2 clusters Score -938226.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -931563.812500 Penalty: 4483.205566
	Iteration 0F: 3 clusters Score -931563.8 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -933514.687500 Penalty: 4483.205566
	Iteration 1F: 3 clusters Score -933514.7 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -933938.437500 Penalty: 4483.205566
	Iteration 2F: 3 clusters Score -933938.4 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -934320.187500 Penalty: 4483.205566
	Iteration 3F: 3 clusters Score -934320.2 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -934647.875000 Penalty: 4483.205566
	Iteration 4F: 3 clusters Score -934647.9 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -934990.312500 Penalty: 4483.205566
	Iteration 5F: 3 clusters Score -934990.3 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -935325.187500 Penalty: 4483.205566
	Iteration 6F: 3 clusters Score -935325.2 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 5284 members 
Entering Unmasked Estep 
Score: -935643.250000 Penalty: 4483.205566
	Iteration 7F: 3 clusters Score -935643.2 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -935938.625000 Penalty: 4483.205566
	Iteration 8Q: 3 clusters Score -935938.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -936220.625000 Penalty: 4483.205566
	Iteration 9Q: 3 clusters Score -936220.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -936456.000000 Penalty: 4483.205566
	Iteration 10Q: 3 clusters Score -936456 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -936625.875000 Penalty: 4483.205566
	Iteration 11Q: 3 clusters Score -936625.9 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -936742.937500 Penalty: 4483.205566
	Iteration 12Q: 3 clusters Score -936742.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6735 members 
Entering Unmasked Estep 
Score: -936826.062500 Penalty: 4483.205566
	Iteration 13Q: 3 clusters Score -936826.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -936879.562500 Penalty: 4483.205566
	Iteration 14Q: 3 clusters Score -936879.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -936924.312500 Penalty: 4483.205566
	Iteration 15Q: 3 clusters Score -936924.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -936956.687500 Penalty: 4483.205566
	Iteration 16Q: 3 clusters Score -936956.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 7035 members 
Entering Unmasked Estep 
Score: -936994.000000 Penalty: 4483.205566
	Iteration 17Q: 3 clusters Score -936994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -937022.875000 Penalty: 4483.205566
	Iteration 18Q: 3 clusters Score -937022.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -937042.062500 Penalty: 4483.205566
	Iteration 19Q: 3 clusters Score -937042.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -937058.562500 Penalty: 4483.205566
	Iteration 20F: 3 clusters Score -937058.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 7223 members 
Entering Unmasked Estep 
Score: -937077.437500 Penalty: 4483.205566
	Iteration 21Q: 3 clusters Score -937077.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -937089.437500 Penalty: 4483.205566
	Iteration 22Q: 3 clusters Score -937089.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -937099.250000 Penalty: 4483.205566
	Iteration 23Q: 3 clusters Score -937099.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 7301 members 
Entering Unmasked Estep 
Score: -937107.625000 Penalty: 4483.205566
	Iteration 24Q: 3 clusters Score -937107.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -937113.312500 Penalty: 4483.205566
	Iteration 25Q: 3 clusters Score -937113.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -937118.062500 Penalty: 4483.205566
	Iteration 26Q: 3 clusters Score -937118.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 7342 members 
Entering Unmasked Estep 
Score: -937122.062500 Penalty: 4483.205566
	Iteration 27Q: 3 clusters Score -937122.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -937125.562500 Penalty: 4483.205566
	Iteration 28Q: 3 clusters Score -937125.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -937128.375000 Penalty: 4483.205566
	Iteration 29Q: 3 clusters Score -937128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -937129.937500 Penalty: 4483.205566
	Iteration 30Q: 3 clusters Score -937129.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 7363 members 
Entering Unmasked Estep 
Score: -937131.187500 Penalty: 4483.205566
	Iteration 31Q: 3 clusters Score -937131.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 7368 members 
Entering Unmasked Estep 
Score: -937134.000000 Penalty: 4483.205566
	Iteration 32Q: 3 clusters Score -937134 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -937136.875000 Penalty: 4483.205566
	Iteration 33Q: 3 clusters Score -937136.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 7386 members 
Entering Unmasked Estep 
Score: -937141.062500 Penalty: 4483.205566
	Iteration 34Q: 3 clusters Score -937141.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 7398 members 
Entering Unmasked Estep 
Score: -937144.312500 Penalty: 4483.205566
	Iteration 35Q: 3 clusters Score -937144.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -937151.750000 Penalty: 4483.205566
	Iteration 36Q: 3 clusters Score -937151.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -937153.562500 Penalty: 4483.205566
	Iteration 37Q: 3 clusters Score -937153.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -937154.125000 Penalty: 4483.205566
	Iteration 38Q: 3 clusters Score -937154.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -937155.250000 Penalty: 4483.205566
	Iteration 39Q: 3 clusters Score -937155.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 7412 members 
Entering Unmasked Estep 
Score: -937155.250000 Penalty: 4483.205566
	Iteration 40F: 3 clusters Score -937155.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Entering Unmasked Estep 
Score: -1766953.000000 Penalty: 2381.105957
	Iteration 0F: 2 clusters Score -1766953 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 7433 members 
Entering Unmasked Estep 
Score: -1756155.625000 Penalty: 4762.211914
	Iteration 0F: 3 clusters Score -1756156 nChanged 6406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1759576.750000 Penalty: 4762.211914
	Iteration 1F: 3 clusters Score -1759577 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -1759908.000000 Penalty: 4762.211914
	Iteration 2F: 3 clusters Score -1759908 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -1760158.875000 Penalty: 4762.211914
	Iteration 3Q: 3 clusters Score -1760159 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1760327.875000 Penalty: 4762.211914
	Iteration 4Q: 3 clusters Score -1760328 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -1760483.250000 Penalty: 4762.211914
	Iteration 5Q: 3 clusters Score -1760483 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 8796 members 
Entering Unmasked Estep 
Score: -1760629.875000 Penalty: 4762.211914
	Iteration 6Q: 3 clusters Score -1760630 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1760802.000000 Penalty: 4762.211914
	Iteration 7Q: 3 clusters Score -1760802 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 9578 members 
Entering Unmasked Estep 
Score: -1761018.875000 Penalty: 4762.211914
	Iteration 8Q: 3 clusters Score -1761019 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1761306.625000 Penalty: 4762.211914
	Iteration 9Q: 3 clusters Score -1761307 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -1761706.250000 Penalty: 4762.211914
	Iteration 10Q: 3 clusters Score -1761706 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 11421 members 
Entering Unmasked Estep 
Score: -1762195.000000 Penalty: 4762.211914
	Iteration 11Q: 3 clusters Score -1762195 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -1762767.000000 Penalty: 4762.211914
	Iteration 12F: 3 clusters Score -1762767 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -1763363.250000 Penalty: 4762.211914
	Iteration 13Q: 3 clusters Score -1763363 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -1763910.625000 Penalty: 4762.211914
	Iteration 14Q: 3 clusters Score -1763911 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 13833 members 
Entering Unmasked Estep 
Score: -1764272.500000 Penalty: 4762.211914
	Iteration 15Q: 3 clusters Score -1764272 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -1764473.375000 Penalty: 4762.211914
	Iteration 16Q: 3 clusters Score -1764473 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1764606.500000 Penalty: 4762.211914
	Iteration 17Q: 3 clusters Score -1764606 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -1764690.250000 Penalty: 4762.211914
	Iteration 18Q: 3 clusters Score -1764690 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -1764754.250000 Penalty: 4762.211914
	Iteration 19Q: 3 clusters Score -1764754 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1764798.625000 Penalty: 4762.211914
	Iteration 20F: 3 clusters Score -1764799 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14391 members 
Entering Unmasked Estep 
Score: -1764825.875000 Penalty: 4762.211914
	Iteration 21Q: 3 clusters Score -1764826 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -1764842.625000 Penalty: 4762.211914
	Iteration 22Q: 3 clusters Score -1764843 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 14414 members 
Entering Unmasked Estep 
Score: -1764854.625000 Penalty: 4762.211914
	Iteration 23Q: 3 clusters Score -1764855 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -1764858.875000 Penalty: 4762.211914
	Iteration 24Q: 3 clusters Score -1764859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -1764866.750000 Penalty: 4762.211914
	Iteration 25Q: 3 clusters Score -1764867 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -1764877.250000 Penalty: 4762.211914
	Iteration 26Q: 3 clusters Score -1764877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -1764881.875000 Penalty: 4762.211914
	Iteration 27Q: 3 clusters Score -1764882 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 14448 members 
Entering Unmasked Estep 
Score: -1764892.875000 Penalty: 4762.211914
	Iteration 28Q: 3 clusters Score -1764893 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 14452 members 
Entering Unmasked Estep 
Score: -1764906.875000 Penalty: 4762.211914
	Iteration 29Q: 3 clusters Score -1764907 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 14458 members 
Entering Unmasked Estep 
Score: -1764918.125000 Penalty: 4762.211914
	Iteration 30Q: 3 clusters Score -1764918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -1764925.125000 Penalty: 4762.211914
	Iteration 31Q: 3 clusters Score -1764925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 14464 members 
Entering Unmasked Estep 
Score: -1764924.375000 Penalty: 4762.211914
	Iteration 32Q: 3 clusters Score -1764924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -1764934.375000 Penalty: 4762.211914
	Iteration 33Q: 3 clusters Score -1764934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 14474 members 
Entering Unmasked Estep 
Score: -1764944.375000 Penalty: 4762.211914
	Iteration 34Q: 3 clusters Score -1764944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1764948.500000 Penalty: 4762.211914
	Iteration 35Q: 3 clusters Score -1764948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -1764951.500000 Penalty: 4762.211914
	Iteration 36Q: 3 clusters Score -1764952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 14476 members 
Entering Unmasked Estep 
Score: -1764952.500000 Penalty: 4762.211914
	Iteration 37Q: 3 clusters Score -1764952 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 14479 members 
Entering Unmasked Estep 
Score: -1764956.125000 Penalty: 4762.211914
	Iteration 38Q: 3 clusters Score -1764956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1764962.375000 Penalty: 4762.211914
	Iteration 39Q: 3 clusters Score -1764962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -1764964.125000 Penalty: 4762.211914
	Iteration 40F: 3 clusters Score -1764964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1764966.750000 Penalty: 4762.211914
	Iteration 41Q: 3 clusters Score -1764967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -1764966.750000 Penalty: 4762.211914
	Iteration 42F: 3 clusters Score -1764967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Entering Unmasked Estep 
Score: -250670.062500 Penalty: 1902.497559
	Iteration 0F: 2 clusters Score -250670.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -247917.375000 Penalty: 3804.995117
	Iteration 0F: 3 clusters Score -247917.4 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -248434.921875 Penalty: 3804.995117
	Iteration 1F: 3 clusters Score -248434.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -248565.234375 Penalty: 3804.995117
	Iteration 2F: 3 clusters Score -248565.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -248629.484375 Penalty: 3804.995117
	Iteration 3Q: 3 clusters Score -248629.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -248664.875000 Penalty: 3804.995117
	Iteration 4Q: 3 clusters Score -248664.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -248682.906250 Penalty: 3804.995117
	Iteration 5Q: 3 clusters Score -248682.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -248695.343750 Penalty: 3804.995117
	Iteration 6Q: 3 clusters Score -248695.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -248703.750000 Penalty: 3804.995117
	Iteration 7Q: 3 clusters Score -248703.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -248713.609375 Penalty: 3804.995117
	Iteration 8Q: 3 clusters Score -248713.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -248721.750000 Penalty: 3804.995117
	Iteration 9Q: 3 clusters Score -248721.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -248729.609375 Penalty: 3804.995117
	Iteration 10Q: 3 clusters Score -248729.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -248737.375000 Penalty: 3804.995117
	Iteration 11Q: 3 clusters Score -248737.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -248746.375000 Penalty: 3804.995117
	Iteration 12Q: 3 clusters Score -248746.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -248754.265625 Penalty: 3804.995117
	Iteration 13Q: 3 clusters Score -248754.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -248756.375000 Penalty: 3804.995117
	Iteration 14Q: 3 clusters Score -248756.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -248756.718750 Penalty: 3804.995117
	Iteration 15Q: 3 clusters Score -248756.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -248756.718750 Penalty: 3804.995117
	Iteration 16F: 3 clusters Score -248756.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (68558 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68558 members 
Entering Unmasked Estep 
Score: -8141338.500000 Penalty: 2761.587891
	Iteration 0F: 2 clusters Score -8141338 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 34493 members 
Entering Unmasked Estep 
Score: -8095326.000000 Penalty: 5523.175781
	Iteration 0F: 3 clusters Score -8095326 nChanged 32306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32845 members 
Mstep: Class 2 contains 35713 members 
Entering Unmasked Estep 
Score: -8113607.000000 Penalty: 5523.175781
	Iteration 1F: 3 clusters Score -8113607 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31967 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -8114303.500000 Penalty: 5523.175781
	Iteration 2Q: 3 clusters Score -8114304 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 37876 members 
Entering Unmasked Estep 
Score: -8115028.000000 Penalty: 5523.175781
	Iteration 3Q: 3 clusters Score -8115028 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28870 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -8115968.000000 Penalty: 5523.175781
	Iteration 4Q: 3 clusters Score -8115968 nChanged 2919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 42209 members 
Entering Unmasked Estep 
Score: -8117324.000000 Penalty: 5523.175781
	Iteration 5Q: 3 clusters Score -8117324 nChanged 3751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 45826 members 
Entering Unmasked Estep 
Score: -8119637.500000 Penalty: 5523.175781
	Iteration 6F: 3 clusters Score -8119638 nChanged 4608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18180 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -8123003.500000 Penalty: 5523.175781
	Iteration 7F: 3 clusters Score -8123004 nChanged 5234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 55580 members 
Entering Unmasked Estep 
Score: -8127484.500000 Penalty: 5523.175781
	Iteration 8F: 3 clusters Score -8127484 nChanged 5024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 60600 members 
Entering Unmasked Estep 
Score: -8132138.000000 Penalty: 5523.175781
	Iteration 9F: 3 clusters Score -8132138 nChanged 3719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 64309 members 
Entering Unmasked Estep 
Score: -8135522.000000 Penalty: 5523.175781
	Iteration 10F: 3 clusters Score -8135522 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 66374 members 
Entering Unmasked Estep 
Score: -8137294.000000 Penalty: 5523.175781
	Iteration 11Q: 3 clusters Score -8137294 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 67339 members 
Entering Unmasked Estep 
Score: -8138120.500000 Penalty: 5523.175781
	Iteration 12Q: 3 clusters Score -8138120 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 67746 members 
Entering Unmasked Estep 
Score: -8138492.500000 Penalty: 5523.175781
	Iteration 13Q: 3 clusters Score -8138492 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 67934 members 
Entering Unmasked Estep 
Score: -8138691.500000 Penalty: 5523.175781
	Iteration 14Q: 3 clusters Score -8138692 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 68026 members 
Entering Unmasked Estep 
Score: -8138764.000000 Penalty: 5523.175781
	Iteration 15Q: 3 clusters Score -8138764 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -8138821.000000 Penalty: 5523.175781
	Iteration 16Q: 3 clusters Score -8138821 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -8138861.000000 Penalty: 5523.175781
	Iteration 17Q: 3 clusters Score -8138861 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 68123 members 
Entering Unmasked Estep 
Score: -8138885.500000 Penalty: 5523.175781
	Iteration 18Q: 3 clusters Score -8138886 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 68140 members 
Entering Unmasked Estep 
Score: -8138913.500000 Penalty: 5523.175781
	Iteration 19Q: 3 clusters Score -8138914 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 68156 members 
Entering Unmasked Estep 
Score: -8138935.000000 Penalty: 5523.175781
	Iteration 20F: 3 clusters Score -8138935 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -8138948.000000 Penalty: 5523.175781
	Iteration 21Q: 3 clusters Score -8138948 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 68181 members 
Entering Unmasked Estep 
Score: -8138963.500000 Penalty: 5523.175781
	Iteration 22Q: 3 clusters Score -8138964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 68183 members 
Entering Unmasked Estep 
Score: -8138976.500000 Penalty: 5523.175781
	Iteration 23Q: 3 clusters Score -8138976 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 68187 members 
Entering Unmasked Estep 
Score: -8138975.500000 Penalty: 5523.175781
	Iteration 24Q: 3 clusters Score -8138976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -8138989.500000 Penalty: 5523.175781
	Iteration 25Q: 3 clusters Score -8138990 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 68194 members 
Entering Unmasked Estep 
Score: -8138986.000000 Penalty: 5523.175781
	Iteration 26Q: 3 clusters Score -8138986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 68199 members 
Entering Unmasked Estep 
Score: -8138995.000000 Penalty: 5523.175781
	Iteration 27Q: 3 clusters Score -8138995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -8139005.000000 Penalty: 5523.175781
	Iteration 28Q: 3 clusters Score -8139005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 68204 members 
Entering Unmasked Estep 
Score: -8139013.000000 Penalty: 5523.175781
	Iteration 29Q: 3 clusters Score -8139013 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -8139010.500000 Penalty: 5523.175781
	Iteration 30Q: 3 clusters Score -8139010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -8139015.000000 Penalty: 5523.175781
	Iteration 31Q: 3 clusters Score -8139015 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 68205 members 
Entering Unmasked Estep 
Score: -8139014.000000 Penalty: 5523.175781
	Iteration 32Q: 3 clusters Score -8139014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 68207 members 
Entering Unmasked Estep 
Score: -8139022.000000 Penalty: 5523.175781
	Iteration 33Q: 3 clusters Score -8139022 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 68209 members 
Entering Unmasked Estep 
Score: -8139026.000000 Penalty: 5523.175781
	Iteration 34Q: 3 clusters Score -8139026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -8139026.500000 Penalty: 5523.175781
	Iteration 35Q: 3 clusters Score -8139026 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 68211 members 
Entering Unmasked Estep 
Score: -8139024.500000 Penalty: 5523.175781
	Iteration 36Q: 3 clusters Score -8139024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -8139024.000000 Penalty: 5523.175781
	Iteration 37Q: 3 clusters Score -8139024 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 68210 members 
Entering Unmasked Estep 
Score: -8139024.000000 Penalty: 5523.175781
	Iteration 38F: 3 clusters Score -8139024 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Entering Unmasked Estep 
Score: -1941987.500000 Penalty: 2419.423828
	Iteration 0F: 2 clusters Score -1941988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8648 members 
Mstep: Class 2 contains 8605 members 
Entering Unmasked Estep 
Score: -1929781.625000 Penalty: 4838.847656
	Iteration 0F: 3 clusters Score -1929782 nChanged 7483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8797 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -1933741.375000 Penalty: 4838.847656
	Iteration 1F: 3 clusters Score -1933741 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8929 members 
Mstep: Class 2 contains 8324 members 
Entering Unmasked Estep 
Score: -1934150.875000 Penalty: 4838.847656
	Iteration 2F: 3 clusters Score -1934151 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -1934477.750000 Penalty: 4838.847656
	Iteration 3Q: 3 clusters Score -1934478 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 7888 members 
Entering Unmasked Estep 
Score: -1934791.375000 Penalty: 4838.847656
	Iteration 4Q: 3 clusters Score -1934791 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -1935086.625000 Penalty: 4838.847656
	Iteration 5Q: 3 clusters Score -1935087 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10031 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1935378.375000 Penalty: 4838.847656
	Iteration 6Q: 3 clusters Score -1935378 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10437 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -1935673.250000 Penalty: 4838.847656
	Iteration 7Q: 3 clusters Score -1935673 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -1935993.750000 Penalty: 4838.847656
	Iteration 8Q: 3 clusters Score -1935994 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -1936350.750000 Penalty: 4838.847656
	Iteration 9Q: 3 clusters Score -1936351 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1936791.000000 Penalty: 4838.847656
	Iteration 10Q: 3 clusters Score -1936791 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12818 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1937315.000000 Penalty: 4838.847656
	Iteration 11Q: 3 clusters Score -1937315 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1937875.125000 Penalty: 4838.847656
	Iteration 12Q: 3 clusters Score -1937875 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -1938411.375000 Penalty: 4838.847656
	Iteration 13Q: 3 clusters Score -1938411 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14491 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1938841.625000 Penalty: 4838.847656
	Iteration 14Q: 3 clusters Score -1938842 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14812 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -1939188.875000 Penalty: 4838.847656
	Iteration 15Q: 3 clusters Score -1939189 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1939448.250000 Penalty: 4838.847656
	Iteration 16Q: 3 clusters Score -1939448 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1939598.625000 Penalty: 4838.847656
	Iteration 17Q: 3 clusters Score -1939599 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1939683.125000 Penalty: 4838.847656
	Iteration 18Q: 3 clusters Score -1939683 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1939735.250000 Penalty: 4838.847656
	Iteration 19Q: 3 clusters Score -1939735 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15475 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1939767.750000 Penalty: 4838.847656
	Iteration 20F: 3 clusters Score -1939768 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -1939798.500000 Penalty: 4838.847656
	Iteration 21Q: 3 clusters Score -1939798 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1939832.750000 Penalty: 4838.847656
	Iteration 22Q: 3 clusters Score -1939833 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15667 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1939857.250000 Penalty: 4838.847656
	Iteration 23Q: 3 clusters Score -1939857 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1939870.000000 Penalty: 4838.847656
	Iteration 24Q: 3 clusters Score -1939870 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -1939880.500000 Penalty: 4838.847656
	Iteration 25Q: 3 clusters Score -1939880 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15784 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1939886.375000 Penalty: 4838.847656
	Iteration 26Q: 3 clusters Score -1939886 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1939899.625000 Penalty: 4838.847656
	Iteration 27Q: 3 clusters Score -1939900 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -1939909.125000 Penalty: 4838.847656
	Iteration 28Q: 3 clusters Score -1939909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15861 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1939916.000000 Penalty: 4838.847656
	Iteration 29Q: 3 clusters Score -1939916 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -1939924.375000 Penalty: 4838.847656
	Iteration 30Q: 3 clusters Score -1939924 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -1939931.250000 Penalty: 4838.847656
	Iteration 31Q: 3 clusters Score -1939931 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -1939937.000000 Penalty: 4838.847656
	Iteration 32Q: 3 clusters Score -1939937 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15939 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -1939941.500000 Penalty: 4838.847656
	Iteration 33Q: 3 clusters Score -1939942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1939944.750000 Penalty: 4838.847656
	Iteration 34Q: 3 clusters Score -1939945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1939954.125000 Penalty: 4838.847656
	Iteration 35Q: 3 clusters Score -1939954 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15987 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1939959.500000 Penalty: 4838.847656
	Iteration 36Q: 3 clusters Score -1939960 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1939969.250000 Penalty: 4838.847656
	Iteration 37Q: 3 clusters Score -1939969 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16016 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1939975.750000 Penalty: 4838.847656
	Iteration 38Q: 3 clusters Score -1939976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -1939986.000000 Penalty: 4838.847656
	Iteration 39Q: 3 clusters Score -1939986 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1939991.375000 Penalty: 4838.847656
	Iteration 40F: 3 clusters Score -1939991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -1939993.625000 Penalty: 4838.847656
	Iteration 41Q: 3 clusters Score -1939994 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16059 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1939994.875000 Penalty: 4838.847656
	Iteration 42Q: 3 clusters Score -1939995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1939998.250000 Penalty: 4838.847656
	Iteration 43Q: 3 clusters Score -1939998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1939996.000000 Penalty: 4838.847656
	Iteration 44Q: 3 clusters Score -1939996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1939998.375000 Penalty: 4838.847656
	Iteration 45Q: 3 clusters Score -1939998 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1939998.500000 Penalty: 4838.847656
	Iteration 46Q: 3 clusters Score -1939998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1939998.500000 Penalty: 4838.847656
	Iteration 47F: 3 clusters Score -1939998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10427 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Entering Unmasked Estep 
Score: -1166511.000000 Penalty: 2294.533936
	Iteration 0F: 2 clusters Score -1166511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1158553.375000 Penalty: 4589.067871
	Iteration 0F: 3 clusters Score -1158553 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 5116 members 
Entering Unmasked Estep 
Score: -1160870.625000 Penalty: 4589.067871
	Iteration 1F: 3 clusters Score -1160871 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5403 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1161209.875000 Penalty: 4589.067871
	Iteration 2F: 3 clusters Score -1161210 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1161470.125000 Penalty: 4589.067871
	Iteration 3F: 3 clusters Score -1161470 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -1161715.125000 Penalty: 4589.067871
	Iteration 4Q: 3 clusters Score -1161715 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -1162018.000000 Penalty: 4589.067871
	Iteration 5Q: 3 clusters Score -1162018 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6079 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1162388.375000 Penalty: 4589.067871
	Iteration 6F: 3 clusters Score -1162388 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1162713.000000 Penalty: 4589.067871
	Iteration 7F: 3 clusters Score -1162713 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1163023.000000 Penalty: 4589.067871
	Iteration 8F: 3 clusters Score -1163023 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1163372.375000 Penalty: 4589.067871
	Iteration 9Q: 3 clusters Score -1163372 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1163723.625000 Penalty: 4589.067871
	Iteration 10Q: 3 clusters Score -1163724 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1164043.125000 Penalty: 4589.067871
	Iteration 11Q: 3 clusters Score -1164043 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -1164340.125000 Penalty: 4589.067871
	Iteration 12Q: 3 clusters Score -1164340 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8512 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1164549.750000 Penalty: 4589.067871
	Iteration 13Q: 3 clusters Score -1164550 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -1164746.250000 Penalty: 4589.067871
	Iteration 14Q: 3 clusters Score -1164746 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1164883.500000 Penalty: 4589.067871
	Iteration 15Q: 3 clusters Score -1164884 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -1164995.625000 Penalty: 4589.067871
	Iteration 16Q: 3 clusters Score -1164996 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -1165093.750000 Penalty: 4589.067871
	Iteration 17Q: 3 clusters Score -1165094 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -1165159.375000 Penalty: 4589.067871
	Iteration 18Q: 3 clusters Score -1165159 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9231 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1165204.000000 Penalty: 4589.067871
	Iteration 19Q: 3 clusters Score -1165204 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1165234.625000 Penalty: 4589.067871
	Iteration 20F: 3 clusters Score -1165235 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1165262.250000 Penalty: 4589.067871
	Iteration 21Q: 3 clusters Score -1165262 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1165272.125000 Penalty: 4589.067871
	Iteration 22Q: 3 clusters Score -1165272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1165279.875000 Penalty: 4589.067871
	Iteration 23Q: 3 clusters Score -1165280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1165284.875000 Penalty: 4589.067871
	Iteration 24Q: 3 clusters Score -1165285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9389 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1165289.375000 Penalty: 4589.067871
	Iteration 25Q: 3 clusters Score -1165289 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -1165292.500000 Penalty: 4589.067871
	Iteration 26Q: 3 clusters Score -1165292 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1165301.375000 Penalty: 4589.067871
	Iteration 27Q: 3 clusters Score -1165301 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -1165309.125000 Penalty: 4589.067871
	Iteration 28Q: 3 clusters Score -1165309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1165310.500000 Penalty: 4589.067871
	Iteration 29Q: 3 clusters Score -1165310 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1165311.500000 Penalty: 4589.067871
	Iteration 30Q: 3 clusters Score -1165312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1165311.500000 Penalty: 4589.067871
	Iteration 31F: 3 clusters Score -1165312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Entering Unmasked Estep 
Score: -49523.371094 Penalty: 1532.644043
	Iteration 0F: 2 clusters Score -49523.37 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 248 members 
Entering Unmasked Estep 
Score: -48103.660156 Penalty: 3065.288086
	Iteration 0F: 3 clusters Score -48103.66 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -48255.269531 Penalty: 3065.288086
	Iteration 1F: 3 clusters Score -48255.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -48299.855469 Penalty: 3065.288086
	Iteration 2Q: 3 clusters Score -48299.86 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48313.945312 Penalty: 3065.288086
	Iteration 3Q: 3 clusters Score -48313.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -48322.203125 Penalty: 3065.288086
	Iteration 4Q: 3 clusters Score -48322.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48327.253906 Penalty: 3065.288086
	Iteration 5Q: 3 clusters Score -48327.25 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48333.523438 Penalty: 3065.288086
	Iteration 6Q: 3 clusters Score -48333.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48335.269531 Penalty: 3065.288086
	Iteration 7Q: 3 clusters Score -48335.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -48335.269531 Penalty: 3065.288086
	Iteration 8F: 3 clusters Score -48335.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -71452.445312 Penalty: 1637.105103
	Iteration 0F: 2 clusters Score -71452.45 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -69757.093750 Penalty: 3274.210205
	Iteration 0F: 3 clusters Score -69757.09 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -70066.437500 Penalty: 3274.210205
	Iteration 1F: 3 clusters Score -70066.44 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -70307.101562 Penalty: 3274.210205
	Iteration 2F: 3 clusters Score -70307.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -70580.046875 Penalty: 3274.210205
	Iteration 3F: 3 clusters Score -70580.05 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -70771.906250 Penalty: 3274.210205
	Iteration 4F: 3 clusters Score -70771.91 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -70961.976562 Penalty: 3274.210205
	Iteration 5F: 3 clusters Score -70961.98 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -71159.546875 Penalty: 3274.210205
	Iteration 6F: 3 clusters Score -71159.55 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -71369.976562 Penalty: 3274.210205
	Iteration 7Q: 3 clusters Score -71369.98 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71564.484375 Penalty: 3274.210205
	Iteration 8Q: 3 clusters Score -71564.48 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -71778.609375 Penalty: 3274.210205
	Iteration 9Q: 3 clusters Score -71778.61 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -71931.414062 Penalty: 3274.210205
	Iteration 10Q: 3 clusters Score -71931.41 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -72063.789062 Penalty: 3274.210205
	Iteration 11Q: 3 clusters Score -72063.79 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -72292.367188 Penalty: 3274.210205
	Iteration 12Q: 3 clusters Score -72292.37 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -72676.085938 Penalty: 3274.210205
	Iteration 13Q: 3 clusters Score -72676.09 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -73000.687500 Penalty: 3274.210205
	Iteration 14Q: 3 clusters Score -73000.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73003.000000 Penalty: 3274.210205
	Iteration 15Q: 3 clusters Score -73003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -73003.000000 Penalty: 3274.210205
	Iteration 16F: 3 clusters Score -73003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 81138 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 25507 members 
Mstep: Class 5 contains 169408 members 
Mstep: Class 6 contains 13678 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 10 contains 163090 members 
Mstep: Class 11 contains 302554 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 37186 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10099 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17677 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68558 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 414 members 
Mstep: Class 28 contains 192431 members 
Mstep: Class 29 contains 174767 members 
Mstep: Class 30 contains 8261 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 322 members 
Entering Unmasked Estep 
Score: -161459328.000000 Penalty: 112415.234375
Splitting cluster 27 changes total score from -161456352.000000 to -161459328.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 28 (192431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192431 members 
Entering Unmasked Estep 
Score: -22679562.000000 Penalty: 3017.538330
	Iteration 0F: 2 clusters Score -2.267956e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95883 members 
Mstep: Class 2 contains 96548 members 
Entering Unmasked Estep 
Score: -22552982.000000 Penalty: 6035.076660
	Iteration 0F: 3 clusters Score -2.255298e+07 nChanged 92575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90158 members 
Mstep: Class 2 contains 102273 members 
Entering Unmasked Estep 
Score: -22607616.000000 Penalty: 6035.076660
	Iteration 1F: 3 clusters Score -2.260762e+07 nChanged 6415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86369 members 
Mstep: Class 2 contains 106062 members 
Entering Unmasked Estep 
Score: -22609330.000000 Penalty: 6035.076660
	Iteration 2Q: 3 clusters Score -2.260933e+07 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80480 members 
Mstep: Class 2 contains 111951 members 
Entering Unmasked Estep 
Score: -22612130.000000 Penalty: 6035.076660
	Iteration 3Q: 3 clusters Score -2.261213e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71800 members 
Mstep: Class 2 contains 120631 members 
Entering Unmasked Estep 
Score: -22617310.000000 Penalty: 6035.076660
	Iteration 4F: 3 clusters Score -2.261731e+07 nChanged 13160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59644 members 
Mstep: Class 2 contains 132787 members 
Entering Unmasked Estep 
Score: -22626690.000000 Penalty: 6035.076660
	Iteration 5F: 3 clusters Score -2.262669e+07 nChanged 15573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 147640 members 
Entering Unmasked Estep 
Score: -22640414.000000 Penalty: 6035.076660
	Iteration 6F: 3 clusters Score -2.264041e+07 nChanged 15077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30330 members 
Mstep: Class 2 contains 162101 members 
Entering Unmasked Estep 
Score: -22654588.000000 Penalty: 6035.076660
	Iteration 7F: 3 clusters Score -2.265459e+07 nChanged 11571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19229 members 
Mstep: Class 2 contains 173202 members 
Entering Unmasked Estep 
Score: -22664804.000000 Penalty: 6035.076660
	Iteration 8F: 3 clusters Score -2.26648e+07 nChanged 7017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12576 members 
Mstep: Class 2 contains 179855 members 
Entering Unmasked Estep 
Score: -22670628.000000 Penalty: 6035.076660
	Iteration 9Q: 3 clusters Score -2.267063e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 183667 members 
Entering Unmasked Estep 
Score: -22673514.000000 Penalty: 6035.076660
	Iteration 10Q: 3 clusters Score -2.267351e+07 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 185930 members 
Entering Unmasked Estep 
Score: -22675192.000000 Penalty: 6035.076660
	Iteration 11Q: 3 clusters Score -2.267519e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 187298 members 
Entering Unmasked Estep 
Score: -22675986.000000 Penalty: 6035.076660
	Iteration 12Q: 3 clusters Score -2.267599e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 188222 members 
Entering Unmasked Estep 
Score: -22676424.000000 Penalty: 6035.076660
	Iteration 13Q: 3 clusters Score -2.267642e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 188810 members 
Entering Unmasked Estep 
Score: -22676742.000000 Penalty: 6035.076660
	Iteration 14Q: 3 clusters Score -2.267674e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 189241 members 
Entering Unmasked Estep 
Score: -22676914.000000 Penalty: 6035.076660
	Iteration 15Q: 3 clusters Score -2.267691e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 189554 members 
Entering Unmasked Estep 
Score: -22677064.000000 Penalty: 6035.076660
	Iteration 16Q: 3 clusters Score -2.267706e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 189793 members 
Entering Unmasked Estep 
Score: -22677190.000000 Penalty: 6035.076660
	Iteration 17Q: 3 clusters Score -2.267719e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 189977 members 
Entering Unmasked Estep 
Score: -22677256.000000 Penalty: 6035.076660
	Iteration 18Q: 3 clusters Score -2.267726e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 190125 members 
Entering Unmasked Estep 
Score: -22677314.000000 Penalty: 6035.076660
	Iteration 19Q: 3 clusters Score -2.267731e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 190224 members 
Entering Unmasked Estep 
Score: -22677358.000000 Penalty: 6035.076660
	Iteration 20F: 3 clusters Score -2.267736e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 190290 members 
Entering Unmasked Estep 
Score: -22677346.000000 Penalty: 6035.076660
	Iteration 21Q: 3 clusters Score -2.267735e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 190337 members 
Entering Unmasked Estep 
Score: -22677368.000000 Penalty: 6035.076660
	Iteration 22Q: 3 clusters Score -2.267737e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 190374 members 
Entering Unmasked Estep 
Score: -22677378.000000 Penalty: 6035.076660
	Iteration 23Q: 3 clusters Score -2.267738e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 190402 members 
Entering Unmasked Estep 
Score: -22677402.000000 Penalty: 6035.076660
	Iteration 24Q: 3 clusters Score -2.26774e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 190435 members 
Entering Unmasked Estep 
Score: -22677440.000000 Penalty: 6035.076660
	Iteration 25Q: 3 clusters Score -2.267744e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 190467 members 
Entering Unmasked Estep 
Score: -22677440.000000 Penalty: 6035.076660
	Iteration 26Q: 3 clusters Score -2.267744e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 190488 members 
Entering Unmasked Estep 
Score: -22677436.000000 Penalty: 6035.076660
	Iteration 27Q: 3 clusters Score -2.267744e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 190503 members 
Entering Unmasked Estep 
Score: -22677432.000000 Penalty: 6035.076660
	Iteration 28Q: 3 clusters Score -2.267743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 190520 members 
Entering Unmasked Estep 
Score: -22677456.000000 Penalty: 6035.076660
	Iteration 29Q: 3 clusters Score -2.267746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 190530 members 
Entering Unmasked Estep 
Score: -22677462.000000 Penalty: 6035.076660
	Iteration 30Q: 3 clusters Score -2.267746e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 190534 members 
Entering Unmasked Estep 
Score: -22677428.000000 Penalty: 6035.076660
	Iteration 31Q: 3 clusters Score -2.267743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 190538 members 
Entering Unmasked Estep 
Score: -22677456.000000 Penalty: 6035.076660
	Iteration 32Q: 3 clusters Score -2.267746e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 190547 members 
Entering Unmasked Estep 
Score: -22677458.000000 Penalty: 6035.076660
	Iteration 33Q: 3 clusters Score -2.267746e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 190553 members 
Entering Unmasked Estep 
Score: -22677466.000000 Penalty: 6035.076660
	Iteration 34Q: 3 clusters Score -2.267747e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 190561 members 
Entering Unmasked Estep 
Score: -22677472.000000 Penalty: 6035.076660
	Iteration 35Q: 3 clusters Score -2.267747e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 190572 members 
Entering Unmasked Estep 
Score: -22677464.000000 Penalty: 6035.076660
	Iteration 36Q: 3 clusters Score -2.267746e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 190580 members 
Entering Unmasked Estep 
Score: -22677454.000000 Penalty: 6035.076660
	Iteration 37Q: 3 clusters Score -2.267745e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 190584 members 
Entering Unmasked Estep 
Score: -22677450.000000 Penalty: 6035.076660
	Iteration 38Q: 3 clusters Score -2.267745e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 190588 members 
Entering Unmasked Estep 
Score: -22677448.000000 Penalty: 6035.076660
	Iteration 39Q: 3 clusters Score -2.267745e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 190593 members 
Entering Unmasked Estep 
Score: -22677440.000000 Penalty: 6035.076660
	Iteration 40F: 3 clusters Score -2.267744e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 190597 members 
Entering Unmasked Estep 
Score: -22677436.000000 Penalty: 6035.076660
	Iteration 41Q: 3 clusters Score -2.267744e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 190597 members 
Entering Unmasked Estep 
Score: -22677464.000000 Penalty: 6035.076660
	Iteration 42Q: 3 clusters Score -2.267746e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 190597 members 
Entering Unmasked Estep 
Score: -22677454.000000 Penalty: 6035.076660
	Iteration 43Q: 3 clusters Score -2.267745e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 190598 members 
Entering Unmasked Estep 
Score: -22677460.000000 Penalty: 6035.076660
	Iteration 44Q: 3 clusters Score -2.267746e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 190600 members 
Entering Unmasked Estep 
Score: -22677458.000000 Penalty: 6035.076660
	Iteration 45Q: 3 clusters Score -2.267746e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 190603 members 
Entering Unmasked Estep 
Score: -22677466.000000 Penalty: 6035.076660
	Iteration 46Q: 3 clusters Score -2.267747e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 190603 members 
Entering Unmasked Estep 
Score: -22677466.000000 Penalty: 6035.076660
	Iteration 47F: 3 clusters Score -2.267747e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (174767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174767 members 
Entering Unmasked Estep 
Score: -20595436.000000 Penalty: 2993.659912
	Iteration 0F: 2 clusters Score -2.059544e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87585 members 
Mstep: Class 2 contains 87182 members 
Entering Unmasked Estep 
Score: -20479764.000000 Penalty: 5987.319824
	Iteration 0F: 3 clusters Score -2.047976e+07 nChanged 84034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90717 members 
Mstep: Class 2 contains 84050 members 
Entering Unmasked Estep 
Score: -20529234.000000 Penalty: 5987.319824
	Iteration 1F: 3 clusters Score -2.052923e+07 nChanged 5179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92736 members 
Mstep: Class 2 contains 82031 members 
Entering Unmasked Estep 
Score: -20530198.000000 Penalty: 5987.319824
	Iteration 2Q: 3 clusters Score -2.05302e+07 nChanged 5327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95705 members 
Mstep: Class 2 contains 79062 members 
Entering Unmasked Estep 
Score: -20531408.000000 Penalty: 5987.319824
	Iteration 3Q: 3 clusters Score -2.053141e+07 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100273 members 
Mstep: Class 2 contains 74494 members 
Entering Unmasked Estep 
Score: -20533430.000000 Penalty: 5987.319824
	Iteration 4Q: 3 clusters Score -2.053343e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106862 members 
Mstep: Class 2 contains 67905 members 
Entering Unmasked Estep 
Score: -20536568.000000 Penalty: 5987.319824
	Iteration 5Q: 3 clusters Score -2.053657e+07 nChanged 9772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116250 members 
Mstep: Class 2 contains 58517 members 
Entering Unmasked Estep 
Score: -20542070.000000 Penalty: 5987.319824
	Iteration 6F: 3 clusters Score -2.054207e+07 nChanged 12706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128854 members 
Mstep: Class 2 contains 45913 members 
Entering Unmasked Estep 
Score: -20551098.000000 Penalty: 5987.319824
	Iteration 7F: 3 clusters Score -2.05511e+07 nChanged 15008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143840 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -20564066.000000 Penalty: 5987.319824
	Iteration 8F: 3 clusters Score -2.056407e+07 nChanged 14137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157971 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -20577864.000000 Penalty: 5987.319824
	Iteration 9F: 3 clusters Score -2.057786e+07 nChanged 9855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167824 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -20586882.000000 Penalty: 5987.319824
	Iteration 10F: 3 clusters Score -2.058688e+07 nChanged 4673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172495 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -20590892.000000 Penalty: 5987.319824
	Iteration 11Q: 3 clusters Score -2.059089e+07 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173985 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -20592114.000000 Penalty: 5987.319824
	Iteration 12Q: 3 clusters Score -2.059211e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174360 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -20592472.000000 Penalty: 5987.319824
	Iteration 13Q: 3 clusters Score -2.059247e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174455 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -20592588.000000 Penalty: 5987.319824
	Iteration 14Q: 3 clusters Score -2.059259e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174487 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -20592626.000000 Penalty: 5987.319824
	Iteration 15Q: 3 clusters Score -2.059263e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174505 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -20592668.000000 Penalty: 5987.319824
	Iteration 16Q: 3 clusters Score -2.059267e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174518 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -20592694.000000 Penalty: 5987.319824
	Iteration 17Q: 3 clusters Score -2.059269e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174524 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -20592718.000000 Penalty: 5987.319824
	Iteration 18Q: 3 clusters Score -2.059272e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174532 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -20592724.000000 Penalty: 5987.319824
	Iteration 19Q: 3 clusters Score -2.059272e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174539 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -20592740.000000 Penalty: 5987.319824
	Iteration 20F: 3 clusters Score -2.059274e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174542 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -20592744.000000 Penalty: 5987.319824
	Iteration 21Q: 3 clusters Score -2.059274e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174543 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20592752.000000 Penalty: 5987.319824
	Iteration 22Q: 3 clusters Score -2.059275e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174543 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -20592752.000000 Penalty: 5987.319824
	Iteration 23F: 3 clusters Score -2.059275e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Entering Unmasked Estep 
Score: -751798.125000 Penalty: 2236.786621
	Iteration 0F: 2 clusters Score -751798.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -745270.000000 Penalty: 4473.573242
	Iteration 0F: 3 clusters Score -745270 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -747081.687500 Penalty: 4473.573242
	Iteration 1F: 3 clusters Score -747081.7 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -747360.625000 Penalty: 4473.573242
	Iteration 2F: 3 clusters Score -747360.6 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -747552.562500 Penalty: 4473.573242
	Iteration 3F: 3 clusters Score -747552.6 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -747686.187500 Penalty: 4473.573242
	Iteration 4Q: 3 clusters Score -747686.2 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4258 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -747812.062500 Penalty: 4473.573242
	Iteration 5Q: 3 clusters Score -747812.1 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -747922.500000 Penalty: 4473.573242
	Iteration 6Q: 3 clusters Score -747922.5 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4302 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -748034.187500 Penalty: 4473.573242
	Iteration 7Q: 3 clusters Score -748034.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -748156.937500 Penalty: 4473.573242
	Iteration 8Q: 3 clusters Score -748156.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -748267.562500 Penalty: 4473.573242
	Iteration 9Q: 3 clusters Score -748267.6 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 3887 members 
Entering Unmasked Estep 
Score: -748373.750000 Penalty: 4473.573242
	Iteration 10Q: 3 clusters Score -748373.8 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -748464.187500 Penalty: 4473.573242
	Iteration 11Q: 3 clusters Score -748464.2 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -748546.562500 Penalty: 4473.573242
	Iteration 12Q: 3 clusters Score -748546.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -748632.062500 Penalty: 4473.573242
	Iteration 13Q: 3 clusters Score -748632.1 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -748711.000000 Penalty: 4473.573242
	Iteration 14Q: 3 clusters Score -748711 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -748792.250000 Penalty: 4473.573242
	Iteration 15Q: 3 clusters Score -748792.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -748869.812500 Penalty: 4473.573242
	Iteration 16Q: 3 clusters Score -748869.8 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -748941.625000 Penalty: 4473.573242
	Iteration 17Q: 3 clusters Score -748941.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -748999.000000 Penalty: 4473.573242
	Iteration 18Q: 3 clusters Score -748999 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -749053.812500 Penalty: 4473.573242
	Iteration 19Q: 3 clusters Score -749053.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -749115.437500 Penalty: 4473.573242
	Iteration 20F: 3 clusters Score -749115.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -749154.312500 Penalty: 4473.573242
	Iteration 21Q: 3 clusters Score -749154.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -749176.625000 Penalty: 4473.573242
	Iteration 22Q: 3 clusters Score -749176.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -749204.125000 Penalty: 4473.573242
	Iteration 23Q: 3 clusters Score -749204.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -749224.062500 Penalty: 4473.573242
	Iteration 24Q: 3 clusters Score -749224.1 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4992 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -749241.562500 Penalty: 4473.573242
	Iteration 25Q: 3 clusters Score -749241.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -749253.750000 Penalty: 4473.573242
	Iteration 26Q: 3 clusters Score -749253.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -749269.562500 Penalty: 4473.573242
	Iteration 27Q: 3 clusters Score -749269.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -749288.937500 Penalty: 4473.573242
	Iteration 28Q: 3 clusters Score -749288.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -749307.437500 Penalty: 4473.573242
	Iteration 29Q: 3 clusters Score -749307.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -749324.250000 Penalty: 4473.573242
	Iteration 30Q: 3 clusters Score -749324.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -749341.625000 Penalty: 4473.573242
	Iteration 31Q: 3 clusters Score -749341.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -749351.625000 Penalty: 4473.573242
	Iteration 32Q: 3 clusters Score -749351.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -749365.750000 Penalty: 4473.573242
	Iteration 33Q: 3 clusters Score -749365.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 3052 members 
Entering Unmasked Estep 
Score: -749386.062500 Penalty: 4473.573242
	Iteration 34Q: 3 clusters Score -749386.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -749409.375000 Penalty: 4473.573242
	Iteration 35Q: 3 clusters Score -749409.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -749437.062500 Penalty: 4473.573242
	Iteration 36Q: 3 clusters Score -749437.1 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -749467.812500 Penalty: 4473.573242
	Iteration 37Q: 3 clusters Score -749467.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -749504.625000 Penalty: 4473.573242
	Iteration 38Q: 3 clusters Score -749504.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -749546.812500 Penalty: 4473.573242
	Iteration 39Q: 3 clusters Score -749546.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -749594.312500 Penalty: 4473.573242
	Iteration 40F: 3 clusters Score -749594.3 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -749641.562500 Penalty: 4473.573242
	Iteration 41Q: 3 clusters Score -749641.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -749678.812500 Penalty: 4473.573242
	Iteration 42Q: 3 clusters Score -749678.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -749712.000000 Penalty: 4473.573242
	Iteration 43Q: 3 clusters Score -749712 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -749739.187500 Penalty: 4473.573242
	Iteration 44Q: 3 clusters Score -749739.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -749768.812500 Penalty: 4473.573242
	Iteration 45Q: 3 clusters Score -749768.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5841 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -749800.750000 Penalty: 4473.573242
	Iteration 46Q: 3 clusters Score -749800.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5897 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -749836.000000 Penalty: 4473.573242
	Iteration 47Q: 3 clusters Score -749836 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -749864.875000 Penalty: 4473.573242
	Iteration 48Q: 3 clusters Score -749864.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5985 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -749902.187500 Penalty: 4473.573242
	Iteration 49Q: 3 clusters Score -749902.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -749934.312500 Penalty: 4473.573242
	Iteration 50Q: 3 clusters Score -749934.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -749960.562500 Penalty: 4473.573242
	Iteration 51Q: 3 clusters Score -749960.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -749984.062500 Penalty: 4473.573242
	Iteration 52Q: 3 clusters Score -749984.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -750002.375000 Penalty: 4473.573242
	Iteration 53Q: 3 clusters Score -750002.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -750018.500000 Penalty: 4473.573242
	Iteration 54Q: 3 clusters Score -750018.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -750033.250000 Penalty: 4473.573242
	Iteration 55Q: 3 clusters Score -750033.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -750041.062500 Penalty: 4473.573242
	Iteration 56Q: 3 clusters Score -750041.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -750052.937500 Penalty: 4473.573242
	Iteration 57Q: 3 clusters Score -750052.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -750062.750000 Penalty: 4473.573242
	Iteration 58Q: 3 clusters Score -750062.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -750067.687500 Penalty: 4473.573242
	Iteration 59Q: 3 clusters Score -750067.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -750074.187500 Penalty: 4473.573242
	Iteration 60F: 3 clusters Score -750074.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -750081.312500 Penalty: 4473.573242
	Iteration 61Q: 3 clusters Score -750081.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -750083.500000 Penalty: 4473.573242
	Iteration 62Q: 3 clusters Score -750083.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -750087.500000 Penalty: 4473.573242
	Iteration 63Q: 3 clusters Score -750087.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -750089.625000 Penalty: 4473.573242
	Iteration 64Q: 3 clusters Score -750089.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -750089.812500 Penalty: 4473.573242
	Iteration 65Q: 3 clusters Score -750089.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -750090.437500 Penalty: 4473.573242
	Iteration 66Q: 3 clusters Score -750090.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -750091.937500 Penalty: 4473.573242
	Iteration 67Q: 3 clusters Score -750091.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -750092.562500 Penalty: 4473.573242
	Iteration 68Q: 3 clusters Score -750092.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6289 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -750092.812500 Penalty: 4473.573242
	Iteration 69Q: 3 clusters Score -750092.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6291 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -750093.750000 Penalty: 4473.573242
	Iteration 70Q: 3 clusters Score -750093.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -750092.375000 Penalty: 4473.573242
	Iteration 71Q: 3 clusters Score -750092.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6296 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -750093.000000 Penalty: 4473.573242
	Iteration 72Q: 3 clusters Score -750093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -750094.062500 Penalty: 4473.573242
	Iteration 73Q: 3 clusters Score -750094.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -750094.375000 Penalty: 4473.573242
	Iteration 74Q: 3 clusters Score -750094.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6307 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -750095.562500 Penalty: 4473.573242
	Iteration 75Q: 3 clusters Score -750095.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -750096.062500 Penalty: 4473.573242
	Iteration 76Q: 3 clusters Score -750096.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -750096.312500 Penalty: 4473.573242
	Iteration 77Q: 3 clusters Score -750096.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -750096.312500 Penalty: 4473.573242
	Iteration 78Q: 3 clusters Score -750096.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -750096.312500 Penalty: 4473.573242
	Iteration 79F: 3 clusters Score -750096.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -103458.164062 Penalty: 1704.544556
	Iteration 0F: 2 clusters Score -103458.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101540.640625 Penalty: 3409.089111
	Iteration 0F: 3 clusters Score -101540.6 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101791.835938 Penalty: 3409.089111
	Iteration 1F: 3 clusters Score -101791.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -101871.375000 Penalty: 3409.089111
	Iteration 2F: 3 clusters Score -101871.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -101909.726562 Penalty: 3409.089111
	Iteration 3Q: 3 clusters Score -101909.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -101938.617188 Penalty: 3409.089111
	Iteration 4Q: 3 clusters Score -101938.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -101958.351562 Penalty: 3409.089111
	Iteration 5Q: 3 clusters Score -101958.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101970.937500 Penalty: 3409.089111
	Iteration 6Q: 3 clusters Score -101970.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -101987.179688 Penalty: 3409.089111
	Iteration 7Q: 3 clusters Score -101987.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -101996.000000 Penalty: 3409.089111
	Iteration 8Q: 3 clusters Score -101996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -102010.476562 Penalty: 3409.089111
	Iteration 9Q: 3 clusters Score -102010.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -102020.570312 Penalty: 3409.089111
	Iteration 10Q: 3 clusters Score -102020.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102038.234375 Penalty: 3409.089111
	Iteration 11Q: 3 clusters Score -102038.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -102048.375000 Penalty: 3409.089111
	Iteration 12Q: 3 clusters Score -102048.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -102054.101562 Penalty: 3409.089111
	Iteration 13Q: 3 clusters Score -102054.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -102054.101562 Penalty: 3409.089111
	Iteration 14F: 3 clusters Score -102054.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 81138 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 25507 members 
Mstep: Class 5 contains 169408 members 
Mstep: Class 6 contains 13678 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24744 members 
Mstep: Class 9 contains 18740 members 
Mstep: Class 11 contains 302554 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 37186 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 1188 members 
Mstep: Class 17 contains 10099 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17677 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 14783 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68558 members 
Mstep: Class 24 contains 17253 members 
Mstep: Class 25 contains 10427 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 414 members 
Mstep: Class 28 contains 192431 members 
Mstep: Class 29 contains 174767 members 
Mstep: Class 30 contains 8261 members 
Mstep: Class 31 contains 966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161466272.000000 Penalty: 112415.234375
Iteration 199Q: 33 clusters Score -1.614663e+08 nChanged 15253
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 81120 members 
Mstep: Class 3 contains 2323 members 
Mstep: Class 4 contains 25619 members 
Mstep: Class 5 contains 170455 members 
Mstep: Class 6 contains 13695 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24747 members 
Mstep: Class 9 contains 18737 members 
Mstep: Class 10 contains 155085 members 
Mstep: Class 11 contains 304103 members 
Mstep: Class 12 contains 12002 members 
Mstep: Class 13 contains 39566 members 
Mstep: Class 14 contains 7697 members 
Mstep: Class 15 contains 3646 members 
Mstep: Class 16 contains 1177 members 
Mstep: Class 17 contains 10148 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17682 members 
Mstep: Class 20 contains 8415 members 
Mstep: Class 21 contains 14919 members 
Mstep: Class 22 contains 2146 members 
Mstep: Class 23 contains 68944 members 
Mstep: Class 24 contains 17254 members 
Mstep: Class 25 contains 10428 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 428 members 
Mstep: Class 28 contains 192886 members 
Mstep: Class 29 contains 176528 members 
Mstep: Class 30 contains 8261 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161470512.000000 Penalty: 112415.234375
Iteration 200F: 33 clusters Score -1.614705e+08 nChanged 16377
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 81109 members 
Mstep: Class 3 contains 2324 members 
Mstep: Class 4 contains 25481 members 
Mstep: Class 5 contains 169706 members 
Mstep: Class 6 contains 13707 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24749 members 
Mstep: Class 9 contains 18746 members 
Mstep: Class 10 contains 155653 members 
Mstep: Class 11 contains 303334 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 41337 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 3648 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10115 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17673 members 
Mstep: Class 20 contains 8407 members 
Mstep: Class 21 contains 14937 members 
Mstep: Class 22 contains 2145 members 
Mstep: Class 23 contains 68926 members 
Mstep: Class 24 contains 17249 members 
Mstep: Class 25 contains 10434 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 192009 members 
Mstep: Class 29 contains 176790 members 
Mstep: Class 30 contains 8261 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161473168.000000 Penalty: 112415.234375
Iteration 201Q: 33 clusters Score -1.614732e+08 nChanged 11501
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22423 members 
Mstep: Class 2 contains 81057 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 25423 members 
Mstep: Class 5 contains 168932 members 
Mstep: Class 6 contains 13723 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24751 members 
Mstep: Class 9 contains 18773 members 
Mstep: Class 10 contains 156153 members 
Mstep: Class 11 contains 302787 members 
Mstep: Class 12 contains 11958 members 
Mstep: Class 13 contains 42872 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 3649 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10103 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17674 members 
Mstep: Class 20 contains 8404 members 
Mstep: Class 21 contains 14941 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 68931 members 
Mstep: Class 24 contains 17238 members 
Mstep: Class 25 contains 10445 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 191230 members 
Mstep: Class 29 contains 176932 members 
Mstep: Class 30 contains 8261 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161474832.000000 Penalty: 112415.234375
Iteration 202Q: 33 clusters Score -1.614748e+08 nChanged 9521
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22438 members 
Mstep: Class 2 contains 80987 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 25390 members 
Mstep: Class 5 contains 168156 members 
Mstep: Class 6 contains 13741 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24755 members 
Mstep: Class 9 contains 18798 members 
Mstep: Class 10 contains 156613 members 
Mstep: Class 11 contains 302363 members 
Mstep: Class 12 contains 11958 members 
Mstep: Class 13 contains 44226 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10107 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 17680 members 
Mstep: Class 20 contains 8400 members 
Mstep: Class 21 contains 14956 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 68955 members 
Mstep: Class 24 contains 17221 members 
Mstep: Class 25 contains 10442 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 190560 members 
Mstep: Class 29 contains 177004 members 
Mstep: Class 30 contains 8264 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161476816.000000 Penalty: 112415.234375
Iteration 203Q: 33 clusters Score -1.614768e+08 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 80928 members 
Mstep: Class 3 contains 2326 members 
Mstep: Class 4 contains 25373 members 
Mstep: Class 5 contains 167344 members 
Mstep: Class 6 contains 13768 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24762 members 
Mstep: Class 9 contains 18818 members 
Mstep: Class 10 contains 157154 members 
Mstep: Class 11 contains 302147 members 
Mstep: Class 12 contains 11951 members 
Mstep: Class 13 contains 45403 members 
Mstep: Class 14 contains 7698 members 
Mstep: Class 15 contains 3656 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10125 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 17684 members 
Mstep: Class 20 contains 8395 members 
Mstep: Class 21 contains 14956 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 68949 members 
Mstep: Class 24 contains 17207 members 
Mstep: Class 25 contains 10437 members 
Mstep: Class 26 contains 483 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 189969 members 
Mstep: Class 29 contains 176941 members 
Mstep: Class 30 contains 8267 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161478128.000000 Penalty: 112415.234375
Iteration 204Q: 33 clusters Score -1.614781e+08 nChanged 7106
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22448 members 
Mstep: Class 2 contains 80878 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 25357 members 
Mstep: Class 5 contains 166616 members 
Mstep: Class 6 contains 13798 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24763 members 
Mstep: Class 9 contains 18836 members 
Mstep: Class 10 contains 157763 members 
Mstep: Class 11 contains 302015 members 
Mstep: Class 12 contains 11960 members 
Mstep: Class 13 contains 46458 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 3653 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10123 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 17690 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 14970 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68910 members 
Mstep: Class 24 contains 17198 members 
Mstep: Class 25 contains 10426 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 189428 members 
Mstep: Class 29 contains 176715 members 
Mstep: Class 30 contains 8268 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161479280.000000 Penalty: 112415.234375
Iteration 205Q: 33 clusters Score -1.614793e+08 nChanged 6074
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22463 members 
Mstep: Class 2 contains 80816 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 25343 members 
Mstep: Class 5 contains 166051 members 
Mstep: Class 6 contains 13843 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24765 members 
Mstep: Class 9 contains 18848 members 
Mstep: Class 10 contains 158312 members 
Mstep: Class 11 contains 301947 members 
Mstep: Class 12 contains 11958 members 
Mstep: Class 13 contains 47365 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 3652 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10140 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17693 members 
Mstep: Class 20 contains 8387 members 
Mstep: Class 21 contains 14976 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68908 members 
Mstep: Class 24 contains 17193 members 
Mstep: Class 25 contains 10414 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 188978 members 
Mstep: Class 29 contains 176338 members 
Mstep: Class 30 contains 8270 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161479840.000000 Penalty: 112415.234375
Iteration 206Q: 33 clusters Score -1.614798e+08 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 80759 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 25321 members 
Mstep: Class 5 contains 165504 members 
Mstep: Class 6 contains 13884 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24767 members 
Mstep: Class 9 contains 18877 members 
Mstep: Class 10 contains 158925 members 
Mstep: Class 11 contains 301870 members 
Mstep: Class 12 contains 11955 members 
Mstep: Class 13 contains 48158 members 
Mstep: Class 14 contains 7708 members 
Mstep: Class 15 contains 3651 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10155 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17696 members 
Mstep: Class 20 contains 8383 members 
Mstep: Class 21 contains 15001 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 68906 members 
Mstep: Class 24 contains 17189 members 
Mstep: Class 25 contains 10405 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 188533 members 
Mstep: Class 29 contains 175968 members 
Mstep: Class 30 contains 8272 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161480720.000000 Penalty: 112415.234375
Iteration 207Q: 33 clusters Score -1.614807e+08 nChanged 4770
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 80707 members 
Mstep: Class 3 contains 2328 members 
Mstep: Class 4 contains 25283 members 
Mstep: Class 5 contains 165052 members 
Mstep: Class 6 contains 13919 members 
Mstep: Class 7 contains 1796 members 
Mstep: Class 8 contains 24774 members 
Mstep: Class 9 contains 18899 members 
Mstep: Class 10 contains 159599 members 
Mstep: Class 11 contains 301767 members 
Mstep: Class 12 contains 11952 members 
Mstep: Class 13 contains 48851 members 
Mstep: Class 14 contains 7716 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10172 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17700 members 
Mstep: Class 20 contains 8377 members 
Mstep: Class 21 contains 15010 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 68907 members 
Mstep: Class 24 contains 17182 members 
Mstep: Class 25 contains 10397 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 188136 members 
Mstep: Class 29 contains 175551 members 
Mstep: Class 30 contains 8274 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161481488.000000 Penalty: 112415.234375
Iteration 208Q: 33 clusters Score -1.614815e+08 nChanged 4262
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 80666 members 
Mstep: Class 3 contains 2329 members 
Mstep: Class 4 contains 25217 members 
Mstep: Class 5 contains 164588 members 
Mstep: Class 6 contains 13945 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 24773 members 
Mstep: Class 9 contains 18933 members 
Mstep: Class 10 contains 160347 members 
Mstep: Class 11 contains 301688 members 
Mstep: Class 12 contains 11948 members 
Mstep: Class 13 contains 49448 members 
Mstep: Class 14 contains 7717 members 
Mstep: Class 15 contains 3655 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10185 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17709 members 
Mstep: Class 20 contains 8373 members 
Mstep: Class 21 contains 15032 members 
Mstep: Class 22 contains 2143 members 
Mstep: Class 23 contains 68909 members 
Mstep: Class 24 contains 17173 members 
Mstep: Class 25 contains 10386 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 187818 members 
Mstep: Class 29 contains 175078 members 
Mstep: Class 30 contains 8277 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161482496.000000 Penalty: 112415.234375
Iteration 209Q: 33 clusters Score -1.614825e+08 nChanged 3777
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22507 members 
Mstep: Class 2 contains 80622 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 25166 members 
Mstep: Class 5 contains 164190 members 
Mstep: Class 6 contains 13968 members 
Mstep: Class 7 contains 1797 members 
Mstep: Class 8 contains 24779 members 
Mstep: Class 9 contains 18968 members 
Mstep: Class 10 contains 161023 members 
Mstep: Class 11 contains 301679 members 
Mstep: Class 12 contains 11954 members 
Mstep: Class 13 contains 49952 members 
Mstep: Class 14 contains 7717 members 
Mstep: Class 15 contains 3657 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10185 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17718 members 
Mstep: Class 20 contains 8368 members 
Mstep: Class 21 contains 15042 members 
Mstep: Class 22 contains 2143 members 
Mstep: Class 23 contains 68888 members 
Mstep: Class 24 contains 17161 members 
Mstep: Class 25 contains 10374 members 
Mstep: Class 26 contains 481 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 187599 members 
Mstep: Class 29 contains 174555 members 
Mstep: Class 30 contains 8282 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161482768.000000 Penalty: 112415.234375
Iteration 210Q: 33 clusters Score -1.614828e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22516 members 
Mstep: Class 2 contains 80577 members 
Mstep: Class 3 contains 2330 members 
Mstep: Class 4 contains 25118 members 
Mstep: Class 5 contains 163781 members 
Mstep: Class 6 contains 13991 members 
Mstep: Class 7 contains 1798 members 
Mstep: Class 8 contains 24787 members 
Mstep: Class 9 contains 19005 members 
Mstep: Class 10 contains 161625 members 
Mstep: Class 11 contains 301738 members 
Mstep: Class 12 contains 11955 members 
Mstep: Class 13 contains 50380 members 
Mstep: Class 14 contains 7716 members 
Mstep: Class 15 contains 3661 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10190 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17718 members 
Mstep: Class 20 contains 8363 members 
Mstep: Class 21 contains 15047 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 68899 members 
Mstep: Class 24 contains 17152 members 
Mstep: Class 25 contains 10370 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 187449 members 
Mstep: Class 29 contains 174029 members 
Mstep: Class 30 contains 8287 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161483184.000000 Penalty: 112415.234375
Iteration 211Q: 33 clusters Score -1.614832e+08 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 80542 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 25076 members 
Mstep: Class 5 contains 163404 members 
Mstep: Class 6 contains 14012 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 24796 members 
Mstep: Class 9 contains 19040 members 
Mstep: Class 10 contains 162143 members 
Mstep: Class 11 contains 301756 members 
Mstep: Class 12 contains 11963 members 
Mstep: Class 13 contains 50799 members 
Mstep: Class 14 contains 7718 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10201 members 
Mstep: Class 18 contains 4643 members 
Mstep: Class 19 contains 17715 members 
Mstep: Class 20 contains 8361 members 
Mstep: Class 21 contains 15049 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 68895 members 
Mstep: Class 24 contains 17141 members 
Mstep: Class 25 contains 10363 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 187317 members 
Mstep: Class 29 contains 173577 members 
Mstep: Class 30 contains 8290 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161483680.000000 Penalty: 112415.234375
Iteration 212Q: 33 clusters Score -1.614837e+08 nChanged 2737
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22527 members 
Mstep: Class 2 contains 80495 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 25020 members 
Mstep: Class 5 contains 163058 members 
Mstep: Class 6 contains 14043 members 
Mstep: Class 7 contains 1800 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19071 members 
Mstep: Class 10 contains 162556 members 
Mstep: Class 11 contains 301853 members 
Mstep: Class 12 contains 11964 members 
Mstep: Class 13 contains 51184 members 
Mstep: Class 14 contains 7717 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10210 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 17721 members 
Mstep: Class 20 contains 8358 members 
Mstep: Class 21 contains 15051 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 68887 members 
Mstep: Class 24 contains 17126 members 
Mstep: Class 25 contains 10355 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 187206 members 
Mstep: Class 29 contains 173179 members 
Mstep: Class 30 contains 8294 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484048.000000 Penalty: 112415.234375
Iteration 213Q: 33 clusters Score -1.61484e+08 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22537 members 
Mstep: Class 2 contains 80473 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 24990 members 
Mstep: Class 5 contains 162741 members 
Mstep: Class 6 contains 14068 members 
Mstep: Class 7 contains 1801 members 
Mstep: Class 8 contains 24821 members 
Mstep: Class 9 contains 19087 members 
Mstep: Class 10 contains 162940 members 
Mstep: Class 11 contains 301888 members 
Mstep: Class 12 contains 11960 members 
Mstep: Class 13 contains 51510 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10220 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 17722 members 
Mstep: Class 20 contains 8355 members 
Mstep: Class 21 contains 15058 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 68860 members 
Mstep: Class 24 contains 17117 members 
Mstep: Class 25 contains 10344 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 187128 members 
Mstep: Class 29 contains 172852 members 
Mstep: Class 30 contains 8297 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484416.000000 Penalty: 112415.234375
Iteration 214Q: 33 clusters Score -1.614844e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 80462 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24974 members 
Mstep: Class 5 contains 162488 members 
Mstep: Class 6 contains 14094 members 
Mstep: Class 7 contains 1801 members 
Mstep: Class 8 contains 24833 members 
Mstep: Class 9 contains 19102 members 
Mstep: Class 10 contains 163293 members 
Mstep: Class 11 contains 301879 members 
Mstep: Class 12 contains 11958 members 
Mstep: Class 13 contains 51805 members 
Mstep: Class 14 contains 7711 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10224 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 17728 members 
Mstep: Class 20 contains 8352 members 
Mstep: Class 21 contains 15056 members 
Mstep: Class 22 contains 2142 members 
Mstep: Class 23 contains 68835 members 
Mstep: Class 24 contains 17104 members 
Mstep: Class 25 contains 10330 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 187033 members 
Mstep: Class 29 contains 172581 members 
Mstep: Class 30 contains 8299 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484832.000000 Penalty: 112415.234375
Iteration 215Q: 33 clusters Score -1.614848e+08 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 80437 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 24952 members 
Mstep: Class 5 contains 162292 members 
Mstep: Class 6 contains 14117 members 
Mstep: Class 7 contains 1802 members 
Mstep: Class 8 contains 24848 members 
Mstep: Class 9 contains 19118 members 
Mstep: Class 10 contains 163582 members 
Mstep: Class 11 contains 301873 members 
Mstep: Class 12 contains 11960 members 
Mstep: Class 13 contains 52039 members 
Mstep: Class 14 contains 7704 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10233 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17727 members 
Mstep: Class 20 contains 8349 members 
Mstep: Class 21 contains 15054 members 
Mstep: Class 22 contains 2143 members 
Mstep: Class 23 contains 68823 members 
Mstep: Class 24 contains 17093 members 
Mstep: Class 25 contains 10325 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 187004 members 
Mstep: Class 29 contains 172305 members 
Mstep: Class 30 contains 8303 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485248.000000 Penalty: 112415.234375
Iteration 216Q: 33 clusters Score -1.614852e+08 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22541 members 
Mstep: Class 2 contains 80422 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24930 members 
Mstep: Class 5 contains 162128 members 
Mstep: Class 6 contains 14141 members 
Mstep: Class 7 contains 1805 members 
Mstep: Class 8 contains 24854 members 
Mstep: Class 9 contains 19133 members 
Mstep: Class 10 contains 163870 members 
Mstep: Class 11 contains 301862 members 
Mstep: Class 12 contains 11959 members 
Mstep: Class 13 contains 52223 members 
Mstep: Class 14 contains 7702 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10246 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17726 members 
Mstep: Class 20 contains 8347 members 
Mstep: Class 21 contains 15057 members 
Mstep: Class 22 contains 2143 members 
Mstep: Class 23 contains 68819 members 
Mstep: Class 24 contains 17088 members 
Mstep: Class 25 contains 10318 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186989 members 
Mstep: Class 29 contains 172014 members 
Mstep: Class 30 contains 8307 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484896.000000 Penalty: 112415.234375
Iteration 217Q: 33 clusters Score -1.614849e+08 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22539 members 
Mstep: Class 2 contains 80427 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24913 members 
Mstep: Class 5 contains 162008 members 
Mstep: Class 6 contains 14159 members 
Mstep: Class 7 contains 1806 members 
Mstep: Class 8 contains 24852 members 
Mstep: Class 9 contains 19149 members 
Mstep: Class 10 contains 164134 members 
Mstep: Class 11 contains 301810 members 
Mstep: Class 12 contains 11962 members 
Mstep: Class 13 contains 52407 members 
Mstep: Class 14 contains 7707 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10263 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17725 members 
Mstep: Class 20 contains 8346 members 
Mstep: Class 21 contains 15061 members 
Mstep: Class 22 contains 2143 members 
Mstep: Class 23 contains 68811 members 
Mstep: Class 24 contains 17088 members 
Mstep: Class 25 contains 10309 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186998 members 
Mstep: Class 29 contains 171698 members 
Mstep: Class 30 contains 8311 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161484816.000000 Penalty: 112415.234375
Iteration 218Q: 33 clusters Score -1.614848e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 80423 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 24899 members 
Mstep: Class 5 contains 161907 members 
Mstep: Class 6 contains 14173 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 24852 members 
Mstep: Class 9 contains 19166 members 
Mstep: Class 10 contains 164357 members 
Mstep: Class 11 contains 301798 members 
Mstep: Class 12 contains 11970 members 
Mstep: Class 13 contains 52547 members 
Mstep: Class 14 contains 7706 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10262 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17722 members 
Mstep: Class 20 contains 8344 members 
Mstep: Class 21 contains 15059 members 
Mstep: Class 22 contains 2143 members 
Mstep: Class 23 contains 68813 members 
Mstep: Class 24 contains 17086 members 
Mstep: Class 25 contains 10305 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 187044 members 
Mstep: Class 29 contains 171392 members 
Mstep: Class 30 contains 8314 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485088.000000 Penalty: 112415.234375
Iteration 219Q: 33 clusters Score -1.614851e+08 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 80421 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 24884 members 
Mstep: Class 5 contains 161853 members 
Mstep: Class 6 contains 14189 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 24849 members 
Mstep: Class 9 contains 19182 members 
Mstep: Class 10 contains 164562 members 
Mstep: Class 11 contains 301787 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 52656 members 
Mstep: Class 14 contains 7707 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10266 members 
Mstep: Class 18 contains 4643 members 
Mstep: Class 19 contains 17724 members 
Mstep: Class 20 contains 8343 members 
Mstep: Class 21 contains 15064 members 
Mstep: Class 22 contains 2143 members 
Mstep: Class 23 contains 68816 members 
Mstep: Class 24 contains 17085 members 
Mstep: Class 25 contains 10297 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 187041 members 
Mstep: Class 29 contains 171123 members 
Mstep: Class 30 contains 8318 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485120.000000 Penalty: 112415.234375
Iteration 220F: 33 clusters Score -1.614851e+08 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22532 members 
Mstep: Class 2 contains 80421 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 24871 members 
Mstep: Class 5 contains 161806 members 
Mstep: Class 6 contains 14207 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 24848 members 
Mstep: Class 9 contains 19203 members 
Mstep: Class 10 contains 164776 members 
Mstep: Class 11 contains 301762 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 52760 members 
Mstep: Class 14 contains 7705 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10262 members 
Mstep: Class 18 contains 4644 members 
Mstep: Class 19 contains 17731 members 
Mstep: Class 20 contains 8340 members 
Mstep: Class 21 contains 15066 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 68810 members 
Mstep: Class 24 contains 17082 members 
Mstep: Class 25 contains 10293 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 187017 members 
Mstep: Class 29 contains 170887 members 
Mstep: Class 30 contains 8320 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485360.000000 Penalty: 112415.234375
Iteration 221Q: 33 clusters Score -1.614854e+08 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22530 members 
Mstep: Class 2 contains 80422 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24857 members 
Mstep: Class 5 contains 161773 members 
Mstep: Class 6 contains 14228 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 24850 members 
Mstep: Class 9 contains 19215 members 
Mstep: Class 10 contains 164955 members 
Mstep: Class 11 contains 301742 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 52851 members 
Mstep: Class 14 contains 7703 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10269 members 
Mstep: Class 18 contains 4645 members 
Mstep: Class 19 contains 17737 members 
Mstep: Class 20 contains 8336 members 
Mstep: Class 21 contains 15066 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 68793 members 
Mstep: Class 24 contains 17078 members 
Mstep: Class 25 contains 10287 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186988 members 
Mstep: Class 29 contains 170696 members 
Mstep: Class 30 contains 8322 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161485712.000000 Penalty: 112415.234375
Iteration 222Q: 33 clusters Score -1.614857e+08 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 80424 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 24852 members 
Mstep: Class 5 contains 161728 members 
Mstep: Class 6 contains 14244 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 24849 members 
Mstep: Class 9 contains 19222 members 
Mstep: Class 10 contains 165120 members 
Mstep: Class 11 contains 301740 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 52940 members 
Mstep: Class 14 contains 7702 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10279 members 
Mstep: Class 18 contains 4646 members 
Mstep: Class 19 contains 17741 members 
Mstep: Class 20 contains 8332 members 
Mstep: Class 21 contains 15070 members 
Mstep: Class 22 contains 2141 members 
Mstep: Class 23 contains 68769 members 
Mstep: Class 24 contains 17075 members 
Mstep: Class 25 contains 10284 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186955 members 
Mstep: Class 29 contains 170512 members 
Mstep: Class 30 contains 8325 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486032.000000 Penalty: 112415.234375
Iteration 223Q: 33 clusters Score -1.61486e+08 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 80415 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 24851 members 
Mstep: Class 5 contains 161702 members 
Mstep: Class 6 contains 14262 members 
Mstep: Class 7 contains 1807 members 
Mstep: Class 8 contains 24851 members 
Mstep: Class 9 contains 19227 members 
Mstep: Class 10 contains 165263 members 
Mstep: Class 11 contains 301748 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 53019 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4649 members 
Mstep: Class 19 contains 17744 members 
Mstep: Class 20 contains 8327 members 
Mstep: Class 21 contains 15067 members 
Mstep: Class 22 contains 2140 members 
Mstep: Class 23 contains 68752 members 
Mstep: Class 24 contains 17073 members 
Mstep: Class 25 contains 10280 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186910 members 
Mstep: Class 29 contains 170351 members 
Mstep: Class 30 contains 8327 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486400.000000 Penalty: 112415.234375
Iteration 224Q: 33 clusters Score -1.614864e+08 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 80413 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24849 members 
Mstep: Class 5 contains 161689 members 
Mstep: Class 6 contains 14287 members 
Mstep: Class 7 contains 1808 members 
Mstep: Class 8 contains 24849 members 
Mstep: Class 9 contains 19232 members 
Mstep: Class 10 contains 165426 members 
Mstep: Class 11 contains 301735 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 53064 members 
Mstep: Class 14 contains 7701 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17743 members 
Mstep: Class 20 contains 8324 members 
Mstep: Class 21 contains 15063 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68744 members 
Mstep: Class 24 contains 17072 members 
Mstep: Class 25 contains 10277 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186882 members 
Mstep: Class 29 contains 170186 members 
Mstep: Class 30 contains 8331 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486672.000000 Penalty: 112415.234375
Iteration 225Q: 33 clusters Score -1.614867e+08 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22551 members 
Mstep: Class 2 contains 80407 members 
Mstep: Class 3 contains 2331 members 
Mstep: Class 4 contains 24845 members 
Mstep: Class 5 contains 161717 members 
Mstep: Class 6 contains 14312 members 
Mstep: Class 7 contains 1809 members 
Mstep: Class 8 contains 24847 members 
Mstep: Class 9 contains 19236 members 
Mstep: Class 10 contains 165557 members 
Mstep: Class 11 contains 301725 members 
Mstep: Class 12 contains 11970 members 
Mstep: Class 13 contains 53110 members 
Mstep: Class 14 contains 7699 members 
Mstep: Class 15 contains 3671 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17743 members 
Mstep: Class 20 contains 8324 members 
Mstep: Class 21 contains 15064 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68741 members 
Mstep: Class 24 contains 17072 members 
Mstep: Class 25 contains 10271 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186819 members 
Mstep: Class 29 contains 170032 members 
Mstep: Class 30 contains 8338 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161486848.000000 Penalty: 112415.234375
Iteration 226Q: 33 clusters Score -1.614868e+08 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 80404 members 
Mstep: Class 3 contains 2332 members 
Mstep: Class 4 contains 24840 members 
Mstep: Class 5 contains 161765 members 
Mstep: Class 6 contains 14335 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24847 members 
Mstep: Class 9 contains 19245 members 
Mstep: Class 10 contains 165672 members 
Mstep: Class 11 contains 301739 members 
Mstep: Class 12 contains 11970 members 
Mstep: Class 13 contains 53161 members 
Mstep: Class 14 contains 7700 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 4648 members 
Mstep: Class 19 contains 17745 members 
Mstep: Class 20 contains 8322 members 
Mstep: Class 21 contains 15061 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68733 members 
Mstep: Class 24 contains 17069 members 
Mstep: Class 25 contains 10265 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186742 members 
Mstep: Class 29 contains 169866 members 
Mstep: Class 30 contains 8345 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487200.000000 Penalty: 112415.234375
Iteration 227Q: 33 clusters Score -1.614872e+08 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 80394 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24833 members 
Mstep: Class 5 contains 161771 members 
Mstep: Class 6 contains 14360 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24847 members 
Mstep: Class 9 contains 19250 members 
Mstep: Class 10 contains 165783 members 
Mstep: Class 11 contains 301745 members 
Mstep: Class 12 contains 11971 members 
Mstep: Class 13 contains 53221 members 
Mstep: Class 14 contains 7697 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10283 members 
Mstep: Class 18 contains 4649 members 
Mstep: Class 19 contains 17744 members 
Mstep: Class 20 contains 8320 members 
Mstep: Class 21 contains 15060 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68718 members 
Mstep: Class 24 contains 17066 members 
Mstep: Class 25 contains 10264 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186688 members 
Mstep: Class 29 contains 169743 members 
Mstep: Class 30 contains 8350 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487344.000000 Penalty: 112415.234375
Iteration 228Q: 33 clusters Score -1.614873e+08 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 80392 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 24820 members 
Mstep: Class 5 contains 161788 members 
Mstep: Class 6 contains 14386 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24852 members 
Mstep: Class 9 contains 19257 members 
Mstep: Class 10 contains 165879 members 
Mstep: Class 11 contains 301718 members 
Mstep: Class 12 contains 11970 members 
Mstep: Class 13 contains 53273 members 
Mstep: Class 14 contains 7698 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10279 members 
Mstep: Class 18 contains 4649 members 
Mstep: Class 19 contains 17744 members 
Mstep: Class 20 contains 8320 members 
Mstep: Class 21 contains 15061 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68700 members 
Mstep: Class 24 contains 17063 members 
Mstep: Class 25 contains 10261 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186619 members 
Mstep: Class 29 contains 169670 members 
Mstep: Class 30 contains 8353 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487504.000000 Penalty: 112415.234375
Iteration 229Q: 33 clusters Score -1.614875e+08 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 80393 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24814 members 
Mstep: Class 5 contains 161795 members 
Mstep: Class 6 contains 14414 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24850 members 
Mstep: Class 9 contains 19258 members 
Mstep: Class 10 contains 165963 members 
Mstep: Class 11 contains 301715 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 53318 members 
Mstep: Class 14 contains 7696 members 
Mstep: Class 15 contains 3670 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10275 members 
Mstep: Class 18 contains 4650 members 
Mstep: Class 19 contains 17747 members 
Mstep: Class 20 contains 8320 members 
Mstep: Class 21 contains 15058 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68687 members 
Mstep: Class 24 contains 17060 members 
Mstep: Class 25 contains 10252 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186582 members 
Mstep: Class 29 contains 169572 members 
Mstep: Class 30 contains 8356 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487408.000000 Penalty: 112415.234375
Iteration 230Q: 33 clusters Score -1.614874e+08 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22572 members 
Mstep: Class 2 contains 80403 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24813 members 
Mstep: Class 5 contains 161814 members 
Mstep: Class 6 contains 14434 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24849 members 
Mstep: Class 9 contains 19259 members 
Mstep: Class 10 contains 166028 members 
Mstep: Class 11 contains 301710 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 53370 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 3672 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10274 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17748 members 
Mstep: Class 20 contains 8317 members 
Mstep: Class 21 contains 15057 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68667 members 
Mstep: Class 24 contains 17060 members 
Mstep: Class 25 contains 10248 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186526 members 
Mstep: Class 29 contains 169488 members 
Mstep: Class 30 contains 8358 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487584.000000 Penalty: 112415.234375
Iteration 231Q: 33 clusters Score -1.614876e+08 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22570 members 
Mstep: Class 2 contains 80406 members 
Mstep: Class 3 contains 2334 members 
Mstep: Class 4 contains 24815 members 
Mstep: Class 5 contains 161813 members 
Mstep: Class 6 contains 14454 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24849 members 
Mstep: Class 9 contains 19262 members 
Mstep: Class 10 contains 166087 members 
Mstep: Class 11 contains 301726 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 53416 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 3673 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10272 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17750 members 
Mstep: Class 20 contains 8316 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68649 members 
Mstep: Class 24 contains 17059 members 
Mstep: Class 25 contains 10244 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186485 members 
Mstep: Class 29 contains 169406 members 
Mstep: Class 30 contains 8358 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161487776.000000 Penalty: 112415.234375
Iteration 232Q: 33 clusters Score -1.614878e+08 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22558 members 
Mstep: Class 2 contains 80399 members 
Mstep: Class 3 contains 2336 members 
Mstep: Class 4 contains 24817 members 
Mstep: Class 5 contains 161820 members 
Mstep: Class 6 contains 14482 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24848 members 
Mstep: Class 9 contains 19265 members 
Mstep: Class 10 contains 166142 members 
Mstep: Class 11 contains 301728 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 53456 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 3675 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10272 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17752 members 
Mstep: Class 20 contains 8316 members 
Mstep: Class 21 contains 15056 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68634 members 
Mstep: Class 24 contains 17058 members 
Mstep: Class 25 contains 10243 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186450 members 
Mstep: Class 29 contains 169333 members 
Mstep: Class 30 contains 8358 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488064.000000 Penalty: 112415.234375
Iteration 233Q: 33 clusters Score -1.614881e+08 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 80393 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24820 members 
Mstep: Class 5 contains 161845 members 
Mstep: Class 6 contains 14501 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24849 members 
Mstep: Class 9 contains 19267 members 
Mstep: Class 10 contains 166170 members 
Mstep: Class 11 contains 301733 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53498 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10273 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17754 members 
Mstep: Class 20 contains 8315 members 
Mstep: Class 21 contains 15058 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68624 members 
Mstep: Class 24 contains 17057 members 
Mstep: Class 25 contains 10242 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186402 members 
Mstep: Class 29 contains 169276 members 
Mstep: Class 30 contains 8358 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488176.000000 Penalty: 112415.234375
Iteration 234Q: 33 clusters Score -1.614882e+08 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22548 members 
Mstep: Class 2 contains 80392 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24818 members 
Mstep: Class 5 contains 161867 members 
Mstep: Class 6 contains 14518 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24851 members 
Mstep: Class 9 contains 19269 members 
Mstep: Class 10 contains 166159 members 
Mstep: Class 11 contains 301752 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53536 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 3676 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10275 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17759 members 
Mstep: Class 20 contains 8313 members 
Mstep: Class 21 contains 15063 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68624 members 
Mstep: Class 24 contains 17056 members 
Mstep: Class 25 contains 10240 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186349 members 
Mstep: Class 29 contains 169240 members 
Mstep: Class 30 contains 8359 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488304.000000 Penalty: 112415.234375
Iteration 235Q: 33 clusters Score -1.614883e+08 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22545 members 
Mstep: Class 2 contains 80385 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24819 members 
Mstep: Class 5 contains 161889 members 
Mstep: Class 6 contains 14538 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24851 members 
Mstep: Class 9 contains 19271 members 
Mstep: Class 10 contains 166148 members 
Mstep: Class 11 contains 301753 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53567 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10275 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17765 members 
Mstep: Class 20 contains 8313 members 
Mstep: Class 21 contains 15061 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68627 members 
Mstep: Class 24 contains 17053 members 
Mstep: Class 25 contains 10237 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186328 members 
Mstep: Class 29 contains 169206 members 
Mstep: Class 30 contains 8359 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488432.000000 Penalty: 112415.234375
Iteration 236Q: 33 clusters Score -1.614884e+08 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22542 members 
Mstep: Class 2 contains 80388 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24819 members 
Mstep: Class 5 contains 161896 members 
Mstep: Class 6 contains 14553 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24852 members 
Mstep: Class 9 contains 19270 members 
Mstep: Class 10 contains 166152 members 
Mstep: Class 11 contains 301765 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 53608 members 
Mstep: Class 14 contains 7695 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10275 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17765 members 
Mstep: Class 20 contains 8312 members 
Mstep: Class 21 contains 15055 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68637 members 
Mstep: Class 24 contains 17053 members 
Mstep: Class 25 contains 10236 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186287 members 
Mstep: Class 29 contains 169165 members 
Mstep: Class 30 contains 8359 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488624.000000 Penalty: 112415.234375
Iteration 237Q: 33 clusters Score -1.614886e+08 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 80387 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24817 members 
Mstep: Class 5 contains 161918 members 
Mstep: Class 6 contains 14570 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24852 members 
Mstep: Class 9 contains 19273 members 
Mstep: Class 10 contains 166133 members 
Mstep: Class 11 contains 301785 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 53639 members 
Mstep: Class 14 contains 7694 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10276 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17764 members 
Mstep: Class 20 contains 8311 members 
Mstep: Class 21 contains 15050 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68634 members 
Mstep: Class 24 contains 17052 members 
Mstep: Class 25 contains 10235 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186254 members 
Mstep: Class 29 contains 169146 members 
Mstep: Class 30 contains 8359 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161488480.000000 Penalty: 112415.234375
Iteration 238Q: 33 clusters Score -1.614885e+08 nChanged 427
Entering ConstructFrom: 
Score: -161488480.000000 Penalty: 112415.234375
Entering ConstructFrom: 
Trying to split cluster 1 (22525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22525 members 
Entering Unmasked Estep 
Score: -2699096.750000 Penalty: 2485.550537
	Iteration 0F: 2 clusters Score -2699097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -2683403.250000 Penalty: 4971.101074
	Iteration 0F: 3 clusters Score -2683403 nChanged 9875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10651 members 
Mstep: Class 2 contains 11874 members 
Entering Unmasked Estep 
Score: -2688881.500000 Penalty: 4971.101074
	Iteration 1F: 3 clusters Score -2688882 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 12225 members 
Entering Unmasked Estep 
Score: -2689390.750000 Penalty: 4971.101074
	Iteration 2F: 3 clusters Score -2689391 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 12724 members 
Entering Unmasked Estep 
Score: -2689826.500000 Penalty: 4971.101074
	Iteration 3Q: 3 clusters Score -2689826 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -2690294.500000 Penalty: 4971.101074
	Iteration 4Q: 3 clusters Score -2690294 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 14104 members 
Entering Unmasked Estep 
Score: -2690846.000000 Penalty: 4971.101074
	Iteration 5Q: 3 clusters Score -2690846 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -2691534.250000 Penalty: 4971.101074
	Iteration 6F: 3 clusters Score -2691534 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -2692420.000000 Penalty: 4971.101074
	Iteration 7F: 3 clusters Score -2692420 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -2693441.000000 Penalty: 4971.101074
	Iteration 8F: 3 clusters Score -2693441 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -2694577.750000 Penalty: 4971.101074
	Iteration 9F: 3 clusters Score -2694578 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 18982 members 
Entering Unmasked Estep 
Score: -2695523.500000 Penalty: 4971.101074
	Iteration 10Q: 3 clusters Score -2695524 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2696109.000000 Penalty: 4971.101074
	Iteration 11Q: 3 clusters Score -2696109 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 19739 members 
Entering Unmasked Estep 
Score: -2696478.000000 Penalty: 4971.101074
	Iteration 12Q: 3 clusters Score -2696478 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2696649.000000 Penalty: 4971.101074
	Iteration 13Q: 3 clusters Score -2696649 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 20090 members 
Entering Unmasked Estep 
Score: -2696776.000000 Penalty: 4971.101074
	Iteration 14Q: 3 clusters Score -2696776 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -2696845.000000 Penalty: 4971.101074
	Iteration 15Q: 3 clusters Score -2696845 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2696890.000000 Penalty: 4971.101074
	Iteration 16Q: 3 clusters Score -2696890 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -2696936.250000 Penalty: 4971.101074
	Iteration 17Q: 3 clusters Score -2696936 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2696980.000000 Penalty: 4971.101074
	Iteration 18Q: 3 clusters Score -2696980 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -2697015.000000 Penalty: 4971.101074
	Iteration 19Q: 3 clusters Score -2697015 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2697044.500000 Penalty: 4971.101074
	Iteration 20F: 3 clusters Score -2697044 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 20625 members 
Entering Unmasked Estep 
Score: -2697074.250000 Penalty: 4971.101074
	Iteration 21Q: 3 clusters Score -2697074 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2697080.750000 Penalty: 4971.101074
	Iteration 22Q: 3 clusters Score -2697081 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2697103.000000 Penalty: 4971.101074
	Iteration 23Q: 3 clusters Score -2697103 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -2697120.000000 Penalty: 4971.101074
	Iteration 24Q: 3 clusters Score -2697120 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -2697127.250000 Penalty: 4971.101074
	Iteration 25Q: 3 clusters Score -2697127 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -2697124.750000 Penalty: 4971.101074
	Iteration 26Q: 3 clusters Score -2697125 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -2697139.250000 Penalty: 4971.101074
	Iteration 27Q: 3 clusters Score -2697139 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -2697144.500000 Penalty: 4971.101074
	Iteration 28Q: 3 clusters Score -2697144 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -2697154.000000 Penalty: 4971.101074
	Iteration 29Q: 3 clusters Score -2697154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2697146.750000 Penalty: 4971.101074
	Iteration 30Q: 3 clusters Score -2697147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2697153.000000 Penalty: 4971.101074
	Iteration 31Q: 3 clusters Score -2697153 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -2697157.250000 Penalty: 4971.101074
	Iteration 32Q: 3 clusters Score -2697157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -2697156.750000 Penalty: 4971.101074
	Iteration 33Q: 3 clusters Score -2697157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -2697163.000000 Penalty: 4971.101074
	Iteration 34Q: 3 clusters Score -2697163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -2697159.250000 Penalty: 4971.101074
	Iteration 35Q: 3 clusters Score -2697159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -2697164.000000 Penalty: 4971.101074
	Iteration 36Q: 3 clusters Score -2697164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 20906 members 
Entering Unmasked Estep 
Score: -2697164.250000 Penalty: 4971.101074
	Iteration 37Q: 3 clusters Score -2697164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 20910 members 
Entering Unmasked Estep 
Score: -2697160.750000 Penalty: 4971.101074
	Iteration 38Q: 3 clusters Score -2697161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2697161.750000 Penalty: 4971.101074
	Iteration 39Q: 3 clusters Score -2697162 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2697162.500000 Penalty: 4971.101074
	Iteration 40F: 3 clusters Score -2697162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -2697166.500000 Penalty: 4971.101074
	Iteration 41Q: 3 clusters Score -2697166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2697170.000000 Penalty: 4971.101074
	Iteration 42Q: 3 clusters Score -2697170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 20942 members 
Entering Unmasked Estep 
Score: -2697168.500000 Penalty: 4971.101074
	Iteration 43Q: 3 clusters Score -2697168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -2697172.750000 Penalty: 4971.101074
	Iteration 44Q: 3 clusters Score -2697173 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2697168.750000 Penalty: 4971.101074
	Iteration 45Q: 3 clusters Score -2697169 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -2697172.250000 Penalty: 4971.101074
	Iteration 46Q: 3 clusters Score -2697172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2697173.750000 Penalty: 4971.101074
	Iteration 47Q: 3 clusters Score -2697174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -2697177.000000 Penalty: 4971.101074
	Iteration 48Q: 3 clusters Score -2697177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -2697178.500000 Penalty: 4971.101074
	Iteration 49Q: 3 clusters Score -2697178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -2697178.000000 Penalty: 4971.101074
	Iteration 50Q: 3 clusters Score -2697178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -2697180.500000 Penalty: 4971.101074
	Iteration 51Q: 3 clusters Score -2697180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2697181.250000 Penalty: 4971.101074
	Iteration 52Q: 3 clusters Score -2697181 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 20975 members 
Entering Unmasked Estep 
Score: -2697181.250000 Penalty: 4971.101074
	Iteration 53F: 3 clusters Score -2697181 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (80383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80383 members 
Entering Unmasked Estep 
Score: -9197399.000000 Penalty: 2801.050293
	Iteration 0F: 2 clusters Score -9197399 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 39931 members 
Entering Unmasked Estep 
Score: -9143568.000000 Penalty: 5602.100586
	Iteration 0F: 3 clusters Score -9143568 nChanged 37772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43592 members 
Mstep: Class 2 contains 36791 members 
Entering Unmasked Estep 
Score: -9164992.000000 Penalty: 5602.100586
	Iteration 1F: 3 clusters Score -9164992 nChanged 3038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45668 members 
Mstep: Class 2 contains 34715 members 
Entering Unmasked Estep 
Score: -9165907.000000 Penalty: 5602.100586
	Iteration 2Q: 3 clusters Score -9165907 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48765 members 
Mstep: Class 2 contains 31618 members 
Entering Unmasked Estep 
Score: -9167337.000000 Penalty: 5602.100586
	Iteration 3Q: 3 clusters Score -9167337 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53102 members 
Mstep: Class 2 contains 27281 members 
Entering Unmasked Estep 
Score: -9169859.000000 Penalty: 5602.100586
	Iteration 4F: 3 clusters Score -9169859 nChanged 6088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -9174304.000000 Penalty: 5602.100586
	Iteration 5F: 3 clusters Score -9174304 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66583 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -9181090.000000 Penalty: 5602.100586
	Iteration 6F: 3 clusters Score -9181090 nChanged 6778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73359 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -9187978.000000 Penalty: 5602.100586
	Iteration 7F: 3 clusters Score -9187978 nChanged 4348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77703 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -9192384.000000 Penalty: 5602.100586
	Iteration 8F: 3 clusters Score -9192384 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -9194117.000000 Penalty: 5602.100586
	Iteration 9Q: 3 clusters Score -9194117 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79966 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -9194561.000000 Penalty: 5602.100586
	Iteration 10Q: 3 clusters Score -9194561 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80106 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -9194737.000000 Penalty: 5602.100586
	Iteration 11Q: 3 clusters Score -9194737 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80150 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -9194815.000000 Penalty: 5602.100586
	Iteration 12Q: 3 clusters Score -9194815 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80168 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -9194867.000000 Penalty: 5602.100586
	Iteration 13Q: 3 clusters Score -9194867 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80181 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -9194900.000000 Penalty: 5602.100586
	Iteration 14Q: 3 clusters Score -9194900 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80187 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -9194915.000000 Penalty: 5602.100586
	Iteration 15Q: 3 clusters Score -9194915 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80190 members 
Mstep: Class 2 contains 193 members 
Entering Unmasked Estep 
Score: -9194926.000000 Penalty: 5602.100586
	Iteration 16Q: 3 clusters Score -9194926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80193 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -9194934.000000 Penalty: 5602.100586
	Iteration 17Q: 3 clusters Score -9194934 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9194938.000000 Penalty: 5602.100586
	Iteration 18Q: 3 clusters Score -9194938 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80197 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -9194943.000000 Penalty: 5602.100586
	Iteration 19Q: 3 clusters Score -9194943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80196 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -9194940.000000 Penalty: 5602.100586
	Iteration 20F: 3 clusters Score -9194940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -243010.687500 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -243010.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -240174.531250 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -240174.5 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -240730.484375 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -240730.5 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -240922.562500 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -240922.6 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -241046.890625 Penalty: 3846.435547
	Iteration 3F: 3 clusters Score -241046.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -241131.859375 Penalty: 3846.435547
	Iteration 4Q: 3 clusters Score -241131.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -241180.093750 Penalty: 3846.435547
	Iteration 5Q: 3 clusters Score -241180.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -241236.312500 Penalty: 3846.435547
	Iteration 6Q: 3 clusters Score -241236.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -241272.109375 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -241272.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -241296.843750 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -241296.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -241313.546875 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -241313.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -241331.000000 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -241331 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -241356.671875 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -241356.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -241374.421875 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -241374.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -241393.109375 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -241393.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -241408.421875 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -241408.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -241419.562500 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -241419.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -241428.062500 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -241428.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -241434.843750 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -241434.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -241439.843750 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -241439.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -241442.656250 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -241442.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -241444.734375 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -241444.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -241446.843750 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -241446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -241448.218750 Penalty: 3846.435547
	Iteration 22Q: 3 clusters Score -241448.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -241448.781250 Penalty: 3846.435547
	Iteration 23Q: 3 clusters Score -241448.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -241449.828125 Penalty: 3846.435547
	Iteration 24Q: 3 clusters Score -241449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -241449.843750 Penalty: 3846.435547
	Iteration 25Q: 3 clusters Score -241449.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -241450.421875 Penalty: 3846.435547
	Iteration 26Q: 3 clusters Score -241450.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -241451.328125 Penalty: 3846.435547
	Iteration 27Q: 3 clusters Score -241451.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -241451.843750 Penalty: 3846.435547
	Iteration 28Q: 3 clusters Score -241451.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -241452.218750 Penalty: 3846.435547
	Iteration 29Q: 3 clusters Score -241452.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 852 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -241452.218750 Penalty: 3846.435547
	Iteration 30F: 3 clusters Score -241452.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Entering Unmasked Estep 
Score: -2725247.500000 Penalty: 2509.532471
	Iteration 0F: 2 clusters Score -2725248 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2708050.000000 Penalty: 5019.064941
	Iteration 0F: 3 clusters Score -2708050 nChanged 10968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11304 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -2714218.500000 Penalty: 5019.064941
	Iteration 1F: 3 clusters Score -2714218 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 14107 members 
Entering Unmasked Estep 
Score: -2714928.750000 Penalty: 5019.064941
	Iteration 2F: 3 clusters Score -2714929 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9906 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -2715776.000000 Penalty: 5019.064941
	Iteration 3F: 3 clusters Score -2715776 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2716815.000000 Penalty: 5019.064941
	Iteration 4F: 3 clusters Score -2716815 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7868 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2718041.250000 Penalty: 5019.064941
	Iteration 5F: 3 clusters Score -2718041 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2719273.250000 Penalty: 5019.064941
	Iteration 6F: 3 clusters Score -2719273 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -2720380.250000 Penalty: 5019.064941
	Iteration 7F: 3 clusters Score -2720380 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 19814 members 
Entering Unmasked Estep 
Score: -2721262.500000 Penalty: 5019.064941
	Iteration 8Q: 3 clusters Score -2721262 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -2721911.500000 Penalty: 5019.064941
	Iteration 9Q: 3 clusters Score -2721912 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 20915 members 
Entering Unmasked Estep 
Score: -2722378.750000 Penalty: 5019.064941
	Iteration 10Q: 3 clusters Score -2722379 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 21264 members 
Entering Unmasked Estep 
Score: -2722680.250000 Penalty: 5019.064941
	Iteration 11Q: 3 clusters Score -2722680 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -2722854.750000 Penalty: 5019.064941
	Iteration 12Q: 3 clusters Score -2722855 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2722972.000000 Penalty: 5019.064941
	Iteration 13Q: 3 clusters Score -2722972 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 21873 members 
Entering Unmasked Estep 
Score: -2723038.250000 Penalty: 5019.064941
	Iteration 14Q: 3 clusters Score -2723038 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 22000 members 
Entering Unmasked Estep 
Score: -2723109.500000 Penalty: 5019.064941
	Iteration 15Q: 3 clusters Score -2723110 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 22097 members 
Entering Unmasked Estep 
Score: -2723140.250000 Penalty: 5019.064941
	Iteration 16Q: 3 clusters Score -2723140 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2723173.500000 Penalty: 5019.064941
	Iteration 17Q: 3 clusters Score -2723174 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -2723203.000000 Penalty: 5019.064941
	Iteration 18Q: 3 clusters Score -2723203 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -2723216.000000 Penalty: 5019.064941
	Iteration 19Q: 3 clusters Score -2723216 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 22359 members 
Entering Unmasked Estep 
Score: -2723231.000000 Penalty: 5019.064941
	Iteration 20F: 3 clusters Score -2723231 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2723234.500000 Penalty: 5019.064941
	Iteration 21Q: 3 clusters Score -2723234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -2723246.750000 Penalty: 5019.064941
	Iteration 22Q: 3 clusters Score -2723247 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 22476 members 
Entering Unmasked Estep 
Score: -2723267.250000 Penalty: 5019.064941
	Iteration 23Q: 3 clusters Score -2723267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -2723265.000000 Penalty: 5019.064941
	Iteration 24Q: 3 clusters Score -2723265 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 22544 members 
Entering Unmasked Estep 
Score: -2723287.000000 Penalty: 5019.064941
	Iteration 25Q: 3 clusters Score -2723287 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 22575 members 
Entering Unmasked Estep 
Score: -2723294.500000 Penalty: 5019.064941
	Iteration 26Q: 3 clusters Score -2723294 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -2723301.000000 Penalty: 5019.064941
	Iteration 27Q: 3 clusters Score -2723301 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -2723306.500000 Penalty: 5019.064941
	Iteration 28Q: 3 clusters Score -2723306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 22674 members 
Entering Unmasked Estep 
Score: -2723307.500000 Penalty: 5019.064941
	Iteration 29Q: 3 clusters Score -2723308 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 22700 members 
Entering Unmasked Estep 
Score: -2723324.750000 Penalty: 5019.064941
	Iteration 30Q: 3 clusters Score -2723325 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -2723336.500000 Penalty: 5019.064941
	Iteration 31Q: 3 clusters Score -2723336 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -2723339.750000 Penalty: 5019.064941
	Iteration 32Q: 3 clusters Score -2723340 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -2723339.250000 Penalty: 5019.064941
	Iteration 33Q: 3 clusters Score -2723339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -2723344.750000 Penalty: 5019.064941
	Iteration 34Q: 3 clusters Score -2723345 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -2723350.250000 Penalty: 5019.064941
	Iteration 35Q: 3 clusters Score -2723350 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 22814 members 
Entering Unmasked Estep 
Score: -2723355.500000 Penalty: 5019.064941
	Iteration 36Q: 3 clusters Score -2723356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -2723359.250000 Penalty: 5019.064941
	Iteration 37Q: 3 clusters Score -2723359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 22847 members 
Entering Unmasked Estep 
Score: -2723357.250000 Penalty: 5019.064941
	Iteration 38Q: 3 clusters Score -2723357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -2723356.000000 Penalty: 5019.064941
	Iteration 39Q: 3 clusters Score -2723356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -2723353.750000 Penalty: 5019.064941
	Iteration 40F: 3 clusters Score -2723354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -2723362.750000 Penalty: 5019.064941
	Iteration 41Q: 3 clusters Score -2723363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2723363.250000 Penalty: 5019.064941
	Iteration 42Q: 3 clusters Score -2723363 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -2723369.750000 Penalty: 5019.064941
	Iteration 43Q: 3 clusters Score -2723370 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -2723370.500000 Penalty: 5019.064941
	Iteration 44Q: 3 clusters Score -2723370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -2723380.750000 Penalty: 5019.064941
	Iteration 45Q: 3 clusters Score -2723381 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -2723383.000000 Penalty: 5019.064941
	Iteration 46Q: 3 clusters Score -2723383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 22932 members 
Entering Unmasked Estep 
Score: -2723389.000000 Penalty: 5019.064941
	Iteration 47Q: 3 clusters Score -2723389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -2723396.000000 Penalty: 5019.064941
	Iteration 48Q: 3 clusters Score -2723396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -2723395.750000 Penalty: 5019.064941
	Iteration 49Q: 3 clusters Score -2723396 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -2723406.000000 Penalty: 5019.064941
	Iteration 50Q: 3 clusters Score -2723406 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -2723413.000000 Penalty: 5019.064941
	Iteration 51Q: 3 clusters Score -2723413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -2723421.500000 Penalty: 5019.064941
	Iteration 52Q: 3 clusters Score -2723422 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 23025 members 
Entering Unmasked Estep 
Score: -2723420.000000 Penalty: 5019.064941
	Iteration 53Q: 3 clusters Score -2723420 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -2723422.500000 Penalty: 5019.064941
	Iteration 54Q: 3 clusters Score -2723422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -2723429.000000 Penalty: 5019.064941
	Iteration 55Q: 3 clusters Score -2723429 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2723437.000000 Penalty: 5019.064941
	Iteration 56Q: 3 clusters Score -2723437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 23064 members 
Entering Unmasked Estep 
Score: -2723437.000000 Penalty: 5019.064941
	Iteration 57Q: 3 clusters Score -2723437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -2723445.500000 Penalty: 5019.064941
	Iteration 58Q: 3 clusters Score -2723446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -2723442.000000 Penalty: 5019.064941
	Iteration 59Q: 3 clusters Score -2723442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 23076 members 
Entering Unmasked Estep 
Score: -2723442.500000 Penalty: 5019.064941
	Iteration 60F: 3 clusters Score -2723442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -2723443.000000 Penalty: 5019.064941
	Iteration 61Q: 3 clusters Score -2723443 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -2723446.500000 Penalty: 5019.064941
	Iteration 62Q: 3 clusters Score -2723446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -2723449.250000 Penalty: 5019.064941
	Iteration 63Q: 3 clusters Score -2723449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -2723452.750000 Penalty: 5019.064941
	Iteration 64Q: 3 clusters Score -2723453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 23108 members 
Entering Unmasked Estep 
Score: -2723455.500000 Penalty: 5019.064941
	Iteration 65Q: 3 clusters Score -2723456 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 23118 members 
Entering Unmasked Estep 
Score: -2723461.250000 Penalty: 5019.064941
	Iteration 66Q: 3 clusters Score -2723461 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2723464.750000 Penalty: 5019.064941
	Iteration 67Q: 3 clusters Score -2723465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2723469.750000 Penalty: 5019.064941
	Iteration 68Q: 3 clusters Score -2723470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -2723468.750000 Penalty: 5019.064941
	Iteration 69Q: 3 clusters Score -2723469 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 23170 members 
Entering Unmasked Estep 
Score: -2723474.000000 Penalty: 5019.064941
	Iteration 70Q: 3 clusters Score -2723474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2723478.500000 Penalty: 5019.064941
	Iteration 71Q: 3 clusters Score -2723478 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 23186 members 
Entering Unmasked Estep 
Score: -2723477.250000 Penalty: 5019.064941
	Iteration 72Q: 3 clusters Score -2723477 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -2723480.750000 Penalty: 5019.064941
	Iteration 73Q: 3 clusters Score -2723481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 23201 members 
Entering Unmasked Estep 
Score: -2723479.500000 Penalty: 5019.064941
	Iteration 74Q: 3 clusters Score -2723480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -2723485.750000 Penalty: 5019.064941
	Iteration 75Q: 3 clusters Score -2723486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -2723488.250000 Penalty: 5019.064941
	Iteration 76Q: 3 clusters Score -2723488 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 23214 members 
Entering Unmasked Estep 
Score: -2723491.500000 Penalty: 5019.064941
	Iteration 77Q: 3 clusters Score -2723492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 23220 members 
Entering Unmasked Estep 
Score: -2723490.750000 Penalty: 5019.064941
	Iteration 78Q: 3 clusters Score -2723491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -2723491.750000 Penalty: 5019.064941
	Iteration 79Q: 3 clusters Score -2723492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 23224 members 
Entering Unmasked Estep 
Score: -2723489.250000 Penalty: 5019.064941
	Iteration 80F: 3 clusters Score -2723489 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (161938 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161938 members 
Entering Unmasked Estep 
Score: -19046638.000000 Penalty: 2974.752197
	Iteration 0F: 2 clusters Score -1.904664e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81138 members 
Mstep: Class 2 contains 80800 members 
Entering Unmasked Estep 
Score: -18938746.000000 Penalty: 5949.504395
	Iteration 0F: 3 clusters Score -1.893875e+07 nChanged 77612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85150 members 
Mstep: Class 2 contains 76788 members 
Entering Unmasked Estep 
Score: -18983780.000000 Penalty: 5949.504395
	Iteration 1F: 3 clusters Score -1.898378e+07 nChanged 4860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87202 members 
Mstep: Class 2 contains 74736 members 
Entering Unmasked Estep 
Score: -18985014.000000 Penalty: 5949.504395
	Iteration 2Q: 3 clusters Score -1.898501e+07 nChanged 5320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90400 members 
Mstep: Class 2 contains 71538 members 
Entering Unmasked Estep 
Score: -18986666.000000 Penalty: 5949.504395
	Iteration 3Q: 3 clusters Score -1.898667e+07 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95190 members 
Mstep: Class 2 contains 66748 members 
Entering Unmasked Estep 
Score: -18988844.000000 Penalty: 5949.504395
	Iteration 4Q: 3 clusters Score -1.898884e+07 nChanged 7847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102159 members 
Mstep: Class 2 contains 59779 members 
Entering Unmasked Estep 
Score: -18993106.000000 Penalty: 5949.504395
	Iteration 5Q: 3 clusters Score -1.899311e+07 nChanged 9938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111675 members 
Mstep: Class 2 contains 50263 members 
Entering Unmasked Estep 
Score: -18999462.000000 Penalty: 5949.504395
	Iteration 6F: 3 clusters Score -1.899946e+07 nChanged 12116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123665 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -19008666.000000 Penalty: 5949.504395
	Iteration 7F: 3 clusters Score -1.900867e+07 nChanged 13379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137008 members 
Mstep: Class 2 contains 24930 members 
Entering Unmasked Estep 
Score: -19020776.000000 Penalty: 5949.504395
	Iteration 8F: 3 clusters Score -1.902078e+07 nChanged 12064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149064 members 
Mstep: Class 2 contains 12874 members 
Entering Unmasked Estep 
Score: -19032410.000000 Penalty: 5949.504395
	Iteration 9F: 3 clusters Score -1.903241e+07 nChanged 7654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156716 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -19039546.000000 Penalty: 5949.504395
	Iteration 10Q: 3 clusters Score -1.903955e+07 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160079 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -19042400.000000 Penalty: 5949.504395
	Iteration 11Q: 3 clusters Score -1.90424e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161190 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -19043404.000000 Penalty: 5949.504395
	Iteration 12Q: 3 clusters Score -1.90434e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161518 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -19043702.000000 Penalty: 5949.504395
	Iteration 13Q: 3 clusters Score -1.90437e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161619 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -19043886.000000 Penalty: 5949.504395
	Iteration 14Q: 3 clusters Score -1.904389e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161651 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -19043938.000000 Penalty: 5949.504395
	Iteration 15Q: 3 clusters Score -1.904394e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161663 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -19043976.000000 Penalty: 5949.504395
	Iteration 16Q: 3 clusters Score -1.904398e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161672 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -19044002.000000 Penalty: 5949.504395
	Iteration 17Q: 3 clusters Score -1.9044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161678 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19044020.000000 Penalty: 5949.504395
	Iteration 18Q: 3 clusters Score -1.904402e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161681 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19044044.000000 Penalty: 5949.504395
	Iteration 19Q: 3 clusters Score -1.904404e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161678 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19044054.000000 Penalty: 5949.504395
	Iteration 20F: 3 clusters Score -1.904405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161680 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -19044052.000000 Penalty: 5949.504395
	Iteration 21Q: 3 clusters Score -1.904405e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161682 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -19044050.000000 Penalty: 5949.504395
	Iteration 22Q: 3 clusters Score -1.904405e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161681 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -19044070.000000 Penalty: 5949.504395
	Iteration 23Q: 3 clusters Score -1.904407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161678 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19044052.000000 Penalty: 5949.504395
	Iteration 24Q: 3 clusters Score -1.904405e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161678 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -19044052.000000 Penalty: 5949.504395
	Iteration 25F: 3 clusters Score -1.904405e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14587 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Entering Unmasked Estep 
Score: -1718447.875000 Penalty: 2377.795654
	Iteration 0F: 2 clusters Score -1718448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1707990.750000 Penalty: 4755.591309
	Iteration 0F: 3 clusters Score -1707991 nChanged 6236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 7067 members 
Entering Unmasked Estep 
Score: -1711285.250000 Penalty: 4755.591309
	Iteration 1F: 3 clusters Score -1711285 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -1711605.750000 Penalty: 4755.591309
	Iteration 2F: 3 clusters Score -1711606 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 6856 members 
Entering Unmasked Estep 
Score: -1711803.125000 Penalty: 4755.591309
	Iteration 3Q: 3 clusters Score -1711803 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1711946.875000 Penalty: 4755.591309
	Iteration 4Q: 3 clusters Score -1711947 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8083 members 
Mstep: Class 2 contains 6504 members 
Entering Unmasked Estep 
Score: -1712074.125000 Penalty: 4755.591309
	Iteration 5Q: 3 clusters Score -1712074 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1712192.000000 Penalty: 4755.591309
	Iteration 6Q: 3 clusters Score -1712192 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1712347.250000 Penalty: 4755.591309
	Iteration 7Q: 3 clusters Score -1712347 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -1712532.750000 Penalty: 4755.591309
	Iteration 8Q: 3 clusters Score -1712533 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1712779.750000 Penalty: 4755.591309
	Iteration 9Q: 3 clusters Score -1712780 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -1713065.500000 Penalty: 4755.591309
	Iteration 10Q: 3 clusters Score -1713066 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10477 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1713395.375000 Penalty: 4755.591309
	Iteration 11Q: 3 clusters Score -1713395 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -1713776.750000 Penalty: 4755.591309
	Iteration 12Q: 3 clusters Score -1713777 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -1714228.250000 Penalty: 4755.591309
	Iteration 13Q: 3 clusters Score -1714228 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1714742.875000 Penalty: 4755.591309
	Iteration 14Q: 3 clusters Score -1714743 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -1715167.375000 Penalty: 4755.591309
	Iteration 15Q: 3 clusters Score -1715167 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1715505.500000 Penalty: 4755.591309
	Iteration 16Q: 3 clusters Score -1715506 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -1715762.250000 Penalty: 4755.591309
	Iteration 17Q: 3 clusters Score -1715762 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13805 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1715917.375000 Penalty: 4755.591309
	Iteration 18Q: 3 clusters Score -1715917 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1716040.875000 Penalty: 4755.591309
	Iteration 19Q: 3 clusters Score -1716041 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14032 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1716124.750000 Penalty: 4755.591309
	Iteration 20F: 3 clusters Score -1716125 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1716191.750000 Penalty: 4755.591309
	Iteration 21Q: 3 clusters Score -1716192 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1716235.375000 Penalty: 4755.591309
	Iteration 22Q: 3 clusters Score -1716235 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -1716262.125000 Penalty: 4755.591309
	Iteration 23Q: 3 clusters Score -1716262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1716290.125000 Penalty: 4755.591309
	Iteration 24Q: 3 clusters Score -1716290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -1716312.625000 Penalty: 4755.591309
	Iteration 25Q: 3 clusters Score -1716313 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -1716325.125000 Penalty: 4755.591309
	Iteration 26Q: 3 clusters Score -1716325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -1716334.750000 Penalty: 4755.591309
	Iteration 27Q: 3 clusters Score -1716335 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -1716339.125000 Penalty: 4755.591309
	Iteration 28Q: 3 clusters Score -1716339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14233 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -1716345.000000 Penalty: 4755.591309
	Iteration 29Q: 3 clusters Score -1716345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -1716349.375000 Penalty: 4755.591309
	Iteration 30Q: 3 clusters Score -1716349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1716350.000000 Penalty: 4755.591309
	Iteration 31Q: 3 clusters Score -1716350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1716356.500000 Penalty: 4755.591309
	Iteration 32Q: 3 clusters Score -1716356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1716356.500000 Penalty: 4755.591309
	Iteration 33F: 3 clusters Score -1716356 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1810 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Entering Unmasked Estep 
Score: -140739.218750 Penalty: 1860.268311
	Iteration 0F: 2 clusters Score -140739.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -138255.953125 Penalty: 3720.536621
	Iteration 0F: 3 clusters Score -138256 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -138739.734375 Penalty: 3720.536621
	Iteration 1F: 3 clusters Score -138739.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -138923.906250 Penalty: 3720.536621
	Iteration 2F: 3 clusters Score -138923.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -139060.218750 Penalty: 3720.536621
	Iteration 3F: 3 clusters Score -139060.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -139144.687500 Penalty: 3720.536621
	Iteration 4Q: 3 clusters Score -139144.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -139221.437500 Penalty: 3720.536621
	Iteration 5Q: 3 clusters Score -139221.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -139286.031250 Penalty: 3720.536621
	Iteration 6Q: 3 clusters Score -139286 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -139332.062500 Penalty: 3720.536621
	Iteration 7Q: 3 clusters Score -139332.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -139359.421875 Penalty: 3720.536621
	Iteration 8Q: 3 clusters Score -139359.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -139382.546875 Penalty: 3720.536621
	Iteration 9Q: 3 clusters Score -139382.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -139399.953125 Penalty: 3720.536621
	Iteration 10Q: 3 clusters Score -139400 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -139414.781250 Penalty: 3720.536621
	Iteration 11Q: 3 clusters Score -139414.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -139428.671875 Penalty: 3720.536621
	Iteration 12Q: 3 clusters Score -139428.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -139438.984375 Penalty: 3720.536621
	Iteration 13Q: 3 clusters Score -139439 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -139452.921875 Penalty: 3720.536621
	Iteration 14Q: 3 clusters Score -139452.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -139469.328125 Penalty: 3720.536621
	Iteration 15Q: 3 clusters Score -139469.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -139479.843750 Penalty: 3720.536621
	Iteration 16Q: 3 clusters Score -139479.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -139490.796875 Penalty: 3720.536621
	Iteration 17Q: 3 clusters Score -139490.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -139494.484375 Penalty: 3720.536621
	Iteration 18Q: 3 clusters Score -139494.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139495.937500 Penalty: 3720.536621
	Iteration 19Q: 3 clusters Score -139495.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -139496.609375 Penalty: 3720.536621
	Iteration 20F: 3 clusters Score -139496.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Entering Unmasked Estep 
Score: -2513519.500000 Penalty: 2509.961914
	Iteration 0F: 2 clusters Score -2513520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2496435.000000 Penalty: 5019.923828
	Iteration 0F: 3 clusters Score -2496435 nChanged 11033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -2502580.500000 Penalty: 5019.923828
	Iteration 1F: 3 clusters Score -2502580 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12653 members 
Mstep: Class 2 contains 12202 members 
Entering Unmasked Estep 
Score: -2503160.000000 Penalty: 5019.923828
	Iteration 2F: 3 clusters Score -2503160 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -2503766.250000 Penalty: 5019.923828
	Iteration 3F: 3 clusters Score -2503766 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -2504399.250000 Penalty: 5019.923828
	Iteration 4F: 3 clusters Score -2504399 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -2505001.250000 Penalty: 5019.923828
	Iteration 5Q: 3 clusters Score -2505001 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -2505636.750000 Penalty: 5019.923828
	Iteration 6Q: 3 clusters Score -2505637 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -2506237.000000 Penalty: 5019.923828
	Iteration 7Q: 3 clusters Score -2506237 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 11448 members 
Entering Unmasked Estep 
Score: -2506876.250000 Penalty: 5019.923828
	Iteration 8Q: 3 clusters Score -2506876 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2507572.250000 Penalty: 5019.923828
	Iteration 9Q: 3 clusters Score -2507572 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -2508205.500000 Penalty: 5019.923828
	Iteration 10Q: 3 clusters Score -2508206 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2508693.750000 Penalty: 5019.923828
	Iteration 11Q: 3 clusters Score -2508694 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2509023.000000 Penalty: 5019.923828
	Iteration 12Q: 3 clusters Score -2509023 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2509204.750000 Penalty: 5019.923828
	Iteration 13Q: 3 clusters Score -2509205 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2509367.250000 Penalty: 5019.923828
	Iteration 14Q: 3 clusters Score -2509367 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -2509498.500000 Penalty: 5019.923828
	Iteration 15Q: 3 clusters Score -2509498 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2509617.750000 Penalty: 5019.923828
	Iteration 16Q: 3 clusters Score -2509618 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2509702.250000 Penalty: 5019.923828
	Iteration 17Q: 3 clusters Score -2509702 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2509807.750000 Penalty: 5019.923828
	Iteration 18Q: 3 clusters Score -2509808 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 11374 members 
Entering Unmasked Estep 
Score: -2509883.750000 Penalty: 5019.923828
	Iteration 19Q: 3 clusters Score -2509884 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13482 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2509958.250000 Penalty: 5019.923828
	Iteration 20F: 3 clusters Score -2509958 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 11370 members 
Entering Unmasked Estep 
Score: -2510014.250000 Penalty: 5019.923828
	Iteration 21Q: 3 clusters Score -2510014 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2510051.000000 Penalty: 5019.923828
	Iteration 22Q: 3 clusters Score -2510051 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13455 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -2510070.000000 Penalty: 5019.923828
	Iteration 23Q: 3 clusters Score -2510070 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2510085.000000 Penalty: 5019.923828
	Iteration 24Q: 3 clusters Score -2510085 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2510110.500000 Penalty: 5019.923828
	Iteration 25Q: 3 clusters Score -2510110 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2510117.250000 Penalty: 5019.923828
	Iteration 26Q: 3 clusters Score -2510117 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2510144.750000 Penalty: 5019.923828
	Iteration 27Q: 3 clusters Score -2510145 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 11405 members 
Entering Unmasked Estep 
Score: -2510151.250000 Penalty: 5019.923828
	Iteration 28Q: 3 clusters Score -2510151 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13462 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -2510150.000000 Penalty: 5019.923828
	Iteration 29Q: 3 clusters Score -2510150 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -2510149.750000 Penalty: 5019.923828
	Iteration 30Q: 3 clusters Score -2510150 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2510162.250000 Penalty: 5019.923828
	Iteration 31Q: 3 clusters Score -2510162 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 11396 members 
Entering Unmasked Estep 
Score: -2510167.000000 Penalty: 5019.923828
	Iteration 32Q: 3 clusters Score -2510167 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -2510171.500000 Penalty: 5019.923828
	Iteration 33Q: 3 clusters Score -2510172 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2510180.500000 Penalty: 5019.923828
	Iteration 34Q: 3 clusters Score -2510180 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 11411 members 
Entering Unmasked Estep 
Score: -2510176.000000 Penalty: 5019.923828
	Iteration 35Q: 3 clusters Score -2510176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2510178.500000 Penalty: 5019.923828
	Iteration 36Q: 3 clusters Score -2510178 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2510176.750000 Penalty: 5019.923828
	Iteration 37Q: 3 clusters Score -2510177 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13451 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2510180.750000 Penalty: 5019.923828
	Iteration 38Q: 3 clusters Score -2510181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -2510181.500000 Penalty: 5019.923828
	Iteration 39Q: 3 clusters Score -2510182 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2510188.000000 Penalty: 5019.923828
	Iteration 40F: 3 clusters Score -2510188 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13436 members 
Mstep: Class 2 contains 11419 members 
Entering Unmasked Estep 
Score: -2510185.500000 Penalty: 5019.923828
	Iteration 41Q: 3 clusters Score -2510186 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -2510192.500000 Penalty: 5019.923828
	Iteration 42Q: 3 clusters Score -2510192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -2510192.250000 Penalty: 5019.923828
	Iteration 43Q: 3 clusters Score -2510192 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 11413 members 
Entering Unmasked Estep 
Score: -2510188.500000 Penalty: 5019.923828
	Iteration 44Q: 3 clusters Score -2510188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13447 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -2510189.250000 Penalty: 5019.923828
	Iteration 45Q: 3 clusters Score -2510189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13448 members 
Mstep: Class 2 contains 11407 members 
Entering Unmasked Estep 
Score: -2510190.250000 Penalty: 5019.923828
	Iteration 46Q: 3 clusters Score -2510190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -2510193.250000 Penalty: 5019.923828
	Iteration 47Q: 3 clusters Score -2510193 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2510195.500000 Penalty: 5019.923828
	Iteration 48Q: 3 clusters Score -2510196 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -2510194.750000 Penalty: 5019.923828
	Iteration 49Q: 3 clusters Score -2510195 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -2510194.250000 Penalty: 5019.923828
	Iteration 50Q: 3 clusters Score -2510194 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13464 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2510197.000000 Penalty: 5019.923828
	Iteration 51Q: 3 clusters Score -2510197 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2510194.250000 Penalty: 5019.923828
	Iteration 52Q: 3 clusters Score -2510194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2510201.500000 Penalty: 5019.923828
	Iteration 53Q: 3 clusters Score -2510202 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2510201.500000 Penalty: 5019.923828
	Iteration 54Q: 3 clusters Score -2510202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2510203.750000 Penalty: 5019.923828
	Iteration 55Q: 3 clusters Score -2510204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2510203.250000 Penalty: 5019.923828
	Iteration 56Q: 3 clusters Score -2510203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2510203.250000 Penalty: 5019.923828
	Iteration 57Q: 3 clusters Score -2510203 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2510201.500000 Penalty: 5019.923828
	Iteration 58Q: 3 clusters Score -2510202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -2510207.750000 Penalty: 5019.923828
	Iteration 59Q: 3 clusters Score -2510208 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2510206.750000 Penalty: 5019.923828
	Iteration 60F: 3 clusters Score -2510207 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -2510202.000000 Penalty: 5019.923828
	Iteration 61Q: 3 clusters Score -2510202 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13470 members 
Mstep: Class 2 contains 11385 members 
Entering Unmasked Estep 
Score: -2510210.000000 Penalty: 5019.923828
	Iteration 62Q: 3 clusters Score -2510210 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2510209.250000 Penalty: 5019.923828
	Iteration 63Q: 3 clusters Score -2510209 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -2510214.000000 Penalty: 5019.923828
	Iteration 64Q: 3 clusters Score -2510214 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -2510211.500000 Penalty: 5019.923828
	Iteration 65Q: 3 clusters Score -2510212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2510209.750000 Penalty: 5019.923828
	Iteration 66Q: 3 clusters Score -2510210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -2510212.250000 Penalty: 5019.923828
	Iteration 67Q: 3 clusters Score -2510212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2510207.250000 Penalty: 5019.923828
	Iteration 68Q: 3 clusters Score -2510207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 11379 members 
Entering Unmasked Estep 
Score: -2510207.250000 Penalty: 5019.923828
	Iteration 69F: 3 clusters Score -2510207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19277 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Entering Unmasked Estep 
Score: -2162342.500000 Penalty: 2446.933594
	Iteration 0F: 2 clusters Score -2162342 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 9630 members 
Entering Unmasked Estep 
Score: -2148744.250000 Penalty: 4893.867188
	Iteration 0F: 3 clusters Score -2148744 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9513 members 
Entering Unmasked Estep 
Score: -2153483.000000 Penalty: 4893.867188
	Iteration 1F: 3 clusters Score -2153483 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9878 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -2153987.000000 Penalty: 4893.867188
	Iteration 2F: 3 clusters Score -2153987 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -2154457.000000 Penalty: 4893.867188
	Iteration 3F: 3 clusters Score -2154457 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2154904.750000 Penalty: 4893.867188
	Iteration 4Q: 3 clusters Score -2154905 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -2155334.500000 Penalty: 4893.867188
	Iteration 5Q: 3 clusters Score -2155334 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10812 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2155758.000000 Penalty: 4893.867188
	Iteration 6Q: 3 clusters Score -2155758 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11158 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -2156235.750000 Penalty: 4893.867188
	Iteration 7Q: 3 clusters Score -2156236 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2156728.000000 Penalty: 4893.867188
	Iteration 8Q: 3 clusters Score -2156728 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11985 members 
Mstep: Class 2 contains 7292 members 
Entering Unmasked Estep 
Score: -2157217.000000 Penalty: 4893.867188
	Iteration 9Q: 3 clusters Score -2157217 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -2157650.500000 Penalty: 4893.867188
	Iteration 10Q: 3 clusters Score -2157650 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 6431 members 
Entering Unmasked Estep 
Score: -2157999.000000 Penalty: 4893.867188
	Iteration 11Q: 3 clusters Score -2157999 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 6018 members 
Entering Unmasked Estep 
Score: -2158260.750000 Penalty: 4893.867188
	Iteration 12Q: 3 clusters Score -2158261 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
Score: -2158497.000000 Penalty: 4893.867188
	Iteration 13Q: 3 clusters Score -2158497 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13997 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -2158681.750000 Penalty: 4893.867188
	Iteration 14Q: 3 clusters Score -2158682 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -2158831.750000 Penalty: 4893.867188
	Iteration 15Q: 3 clusters Score -2158832 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2158963.250000 Penalty: 4893.867188
	Iteration 16Q: 3 clusters Score -2158963 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14878 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -2159066.250000 Penalty: 4893.867188
	Iteration 17Q: 3 clusters Score -2159066 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -2159157.750000 Penalty: 4893.867188
	Iteration 18Q: 3 clusters Score -2159158 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -2159256.000000 Penalty: 4893.867188
	Iteration 19Q: 3 clusters Score -2159256 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15621 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -2159337.750000 Penalty: 4893.867188
	Iteration 20F: 3 clusters Score -2159338 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15831 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -2159426.750000 Penalty: 4893.867188
	Iteration 21Q: 3 clusters Score -2159427 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16044 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -2159506.250000 Penalty: 4893.867188
	Iteration 22Q: 3 clusters Score -2159506 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 3016 members 
Entering Unmasked Estep 
Score: -2159593.000000 Penalty: 4893.867188
	Iteration 23Q: 3 clusters Score -2159593 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -2159678.000000 Penalty: 4893.867188
	Iteration 24Q: 3 clusters Score -2159678 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16647 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2159772.000000 Penalty: 4893.867188
	Iteration 25Q: 3 clusters Score -2159772 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2159853.250000 Penalty: 4893.867188
	Iteration 26Q: 3 clusters Score -2159853 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16996 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -2159921.500000 Penalty: 4893.867188
	Iteration 27Q: 3 clusters Score -2159922 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17130 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -2159972.750000 Penalty: 4893.867188
	Iteration 28Q: 3 clusters Score -2159973 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -2160027.750000 Penalty: 4893.867188
	Iteration 29Q: 3 clusters Score -2160028 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -2160064.000000 Penalty: 4893.867188
	Iteration 30Q: 3 clusters Score -2160064 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17432 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -2160091.250000 Penalty: 4893.867188
	Iteration 31Q: 3 clusters Score -2160091 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2160117.500000 Penalty: 4893.867188
	Iteration 32Q: 3 clusters Score -2160118 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2160148.250000 Penalty: 4893.867188
	Iteration 33Q: 3 clusters Score -2160148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17624 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -2160168.750000 Penalty: 4893.867188
	Iteration 34Q: 3 clusters Score -2160169 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2160185.000000 Penalty: 4893.867188
	Iteration 35Q: 3 clusters Score -2160185 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -2160200.500000 Penalty: 4893.867188
	Iteration 36Q: 3 clusters Score -2160200 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2160220.500000 Penalty: 4893.867188
	Iteration 37Q: 3 clusters Score -2160220 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17788 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2160234.250000 Penalty: 4893.867188
	Iteration 38Q: 3 clusters Score -2160234 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -2160248.750000 Penalty: 4893.867188
	Iteration 39Q: 3 clusters Score -2160249 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17872 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -2160271.250000 Penalty: 4893.867188
	Iteration 40F: 3 clusters Score -2160271 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2160288.000000 Penalty: 4893.867188
	Iteration 41Q: 3 clusters Score -2160288 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -2160301.250000 Penalty: 4893.867188
	Iteration 42Q: 3 clusters Score -2160301 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -2160313.250000 Penalty: 4893.867188
	Iteration 43Q: 3 clusters Score -2160313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17997 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -2160313.250000 Penalty: 4893.867188
	Iteration 44Q: 3 clusters Score -2160313 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18023 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2160328.000000 Penalty: 4893.867188
	Iteration 45Q: 3 clusters Score -2160328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18042 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2160338.500000 Penalty: 4893.867188
	Iteration 46Q: 3 clusters Score -2160338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18055 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -2160342.250000 Penalty: 4893.867188
	Iteration 47Q: 3 clusters Score -2160342 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -2160346.000000 Penalty: 4893.867188
	Iteration 48Q: 3 clusters Score -2160346 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -2160354.750000 Penalty: 4893.867188
	Iteration 49Q: 3 clusters Score -2160355 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -2160362.250000 Penalty: 4893.867188
	Iteration 50Q: 3 clusters Score -2160362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -2160373.250000 Penalty: 4893.867188
	Iteration 51Q: 3 clusters Score -2160373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -2160375.000000 Penalty: 4893.867188
	Iteration 52Q: 3 clusters Score -2160375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -2160373.750000 Penalty: 4893.867188
	Iteration 53Q: 3 clusters Score -2160374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2160378.000000 Penalty: 4893.867188
	Iteration 54Q: 3 clusters Score -2160378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -2160382.000000 Penalty: 4893.867188
	Iteration 55Q: 3 clusters Score -2160382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18174 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -2160386.000000 Penalty: 4893.867188
	Iteration 56Q: 3 clusters Score -2160386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2160388.000000 Penalty: 4893.867188
	Iteration 57Q: 3 clusters Score -2160388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2160392.500000 Penalty: 4893.867188
	Iteration 58Q: 3 clusters Score -2160392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2160391.000000 Penalty: 4893.867188
	Iteration 59Q: 3 clusters Score -2160391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18205 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -2160394.750000 Penalty: 4893.867188
	Iteration 60F: 3 clusters Score -2160395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2160395.750000 Penalty: 4893.867188
	Iteration 61Q: 3 clusters Score -2160396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2160404.750000 Penalty: 4893.867188
	Iteration 62Q: 3 clusters Score -2160405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18219 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -2160407.250000 Penalty: 4893.867188
	Iteration 63Q: 3 clusters Score -2160407 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2160415.750000 Penalty: 4893.867188
	Iteration 64Q: 3 clusters Score -2160416 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -2160416.750000 Penalty: 4893.867188
	Iteration 65Q: 3 clusters Score -2160417 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -2160423.250000 Penalty: 4893.867188
	Iteration 66Q: 3 clusters Score -2160423 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2160431.000000 Penalty: 4893.867188
	Iteration 67Q: 3 clusters Score -2160431 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -2160435.500000 Penalty: 4893.867188
	Iteration 68Q: 3 clusters Score -2160436 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2160440.500000 Penalty: 4893.867188
	Iteration 69Q: 3 clusters Score -2160440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -2160442.000000 Penalty: 4893.867188
	Iteration 70Q: 3 clusters Score -2160442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2160442.750000 Penalty: 4893.867188
	Iteration 71Q: 3 clusters Score -2160443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -2160445.000000 Penalty: 4893.867188
	Iteration 72Q: 3 clusters Score -2160445 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18292 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2160447.750000 Penalty: 4893.867188
	Iteration 73Q: 3 clusters Score -2160448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2160448.250000 Penalty: 4893.867188
	Iteration 74Q: 3 clusters Score -2160448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18303 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -2160454.500000 Penalty: 4893.867188
	Iteration 75Q: 3 clusters Score -2160454 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2160455.250000 Penalty: 4893.867188
	Iteration 76Q: 3 clusters Score -2160455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2160461.000000 Penalty: 4893.867188
	Iteration 77Q: 3 clusters Score -2160461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -2160462.000000 Penalty: 4893.867188
	Iteration 78Q: 3 clusters Score -2160462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18326 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -2160465.250000 Penalty: 4893.867188
	Iteration 79Q: 3 clusters Score -2160465 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -2160469.500000 Penalty: 4893.867188
	Iteration 80F: 3 clusters Score -2160470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2160475.250000 Penalty: 4893.867188
	Iteration 81Q: 3 clusters Score -2160475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -2160474.750000 Penalty: 4893.867188
	Iteration 82Q: 3 clusters Score -2160475 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18339 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2160476.750000 Penalty: 4893.867188
	Iteration 83Q: 3 clusters Score -2160477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2160476.500000 Penalty: 4893.867188
	Iteration 84Q: 3 clusters Score -2160476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2160478.000000 Penalty: 4893.867188
	Iteration 85Q: 3 clusters Score -2160478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2160477.250000 Penalty: 4893.867188
	Iteration 86Q: 3 clusters Score -2160477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18341 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -2160477.250000 Penalty: 4893.867188
	Iteration 87F: 3 clusters Score -2160477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (166139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166139 members 
Entering Unmasked Estep 
Score: -19734998.000000 Penalty: 2981.104004
	Iteration 0F: 2 clusters Score -1.9735e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82840 members 
Mstep: Class 2 contains 83299 members 
Entering Unmasked Estep 
Score: -19624338.000000 Penalty: 5962.208008
	Iteration 0F: 3 clusters Score -1.962434e+07 nChanged 79708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77996 members 
Mstep: Class 2 contains 88143 members 
Entering Unmasked Estep 
Score: -19671154.000000 Penalty: 5962.208008
	Iteration 1F: 3 clusters Score -1.967115e+07 nChanged 5499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74901 members 
Mstep: Class 2 contains 91238 members 
Entering Unmasked Estep 
Score: -19672578.000000 Penalty: 5962.208008
	Iteration 2Q: 3 clusters Score -1.967258e+07 nChanged 6797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70170 members 
Mstep: Class 2 contains 95969 members 
Entering Unmasked Estep 
Score: -19675300.000000 Penalty: 5962.208008
	Iteration 3Q: 3 clusters Score -1.96753e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63053 members 
Mstep: Class 2 contains 103086 members 
Entering Unmasked Estep 
Score: -19679552.000000 Penalty: 5962.208008
	Iteration 4F: 3 clusters Score -1.967955e+07 nChanged 11482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 113052 members 
Entering Unmasked Estep 
Score: -19687100.000000 Penalty: 5962.208008
	Iteration 5F: 3 clusters Score -1.96871e+07 nChanged 13730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 125574 members 
Entering Unmasked Estep 
Score: -19698216.000000 Penalty: 5962.208008
	Iteration 6F: 3 clusters Score -1.969822e+07 nChanged 13993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 138811 members 
Entering Unmasked Estep 
Score: -19711014.000000 Penalty: 5962.208008
	Iteration 7F: 3 clusters Score -1.971101e+07 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16672 members 
Mstep: Class 2 contains 149467 members 
Entering Unmasked Estep 
Score: -19721704.000000 Penalty: 5962.208008
	Iteration 8F: 3 clusters Score -1.97217e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 155682 members 
Entering Unmasked Estep 
Score: -19727656.000000 Penalty: 5962.208008
	Iteration 9Q: 3 clusters Score -1.972766e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 158846 members 
Entering Unmasked Estep 
Score: -19730278.000000 Penalty: 5962.208008
	Iteration 10Q: 3 clusters Score -1.973028e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 160511 members 
Entering Unmasked Estep 
Score: -19731572.000000 Penalty: 5962.208008
	Iteration 11Q: 3 clusters Score -1.973157e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 161509 members 
Entering Unmasked Estep 
Score: -19732198.000000 Penalty: 5962.208008
	Iteration 12Q: 3 clusters Score -1.97322e+07 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4008 members 
Mstep: Class 2 contains 162131 members 
Entering Unmasked Estep 
Score: -19732516.000000 Penalty: 5962.208008
	Iteration 13Q: 3 clusters Score -1.973252e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 162588 members 
Entering Unmasked Estep 
Score: -19732752.000000 Penalty: 5962.208008
	Iteration 14Q: 3 clusters Score -1.973275e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 162901 members 
Entering Unmasked Estep 
Score: -19732834.000000 Penalty: 5962.208008
	Iteration 15Q: 3 clusters Score -1.973283e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 163125 members 
Entering Unmasked Estep 
Score: -19732874.000000 Penalty: 5962.208008
	Iteration 16Q: 3 clusters Score -1.973287e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 163317 members 
Entering Unmasked Estep 
Score: -19732904.000000 Penalty: 5962.208008
	Iteration 17Q: 3 clusters Score -1.97329e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 163454 members 
Entering Unmasked Estep 
Score: -19732944.000000 Penalty: 5962.208008
	Iteration 18Q: 3 clusters Score -1.973294e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 163575 members 
Entering Unmasked Estep 
Score: -19732968.000000 Penalty: 5962.208008
	Iteration 19Q: 3 clusters Score -1.973297e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 163681 members 
Entering Unmasked Estep 
Score: -19733012.000000 Penalty: 5962.208008
	Iteration 20F: 3 clusters Score -1.973301e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 163757 members 
Entering Unmasked Estep 
Score: -19733024.000000 Penalty: 5962.208008
	Iteration 21Q: 3 clusters Score -1.973302e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 163821 members 
Entering Unmasked Estep 
Score: -19733046.000000 Penalty: 5962.208008
	Iteration 22Q: 3 clusters Score -1.973305e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 163876 members 
Entering Unmasked Estep 
Score: -19733100.000000 Penalty: 5962.208008
	Iteration 23Q: 3 clusters Score -1.97331e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 163921 members 
Entering Unmasked Estep 
Score: -19733114.000000 Penalty: 5962.208008
	Iteration 24Q: 3 clusters Score -1.973311e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 163960 members 
Entering Unmasked Estep 
Score: -19733120.000000 Penalty: 5962.208008
	Iteration 25Q: 3 clusters Score -1.973312e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 163990 members 
Entering Unmasked Estep 
Score: -19733126.000000 Penalty: 5962.208008
	Iteration 26Q: 3 clusters Score -1.973313e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 164012 members 
Entering Unmasked Estep 
Score: -19733122.000000 Penalty: 5962.208008
	Iteration 27Q: 3 clusters Score -1.973312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 164030 members 
Entering Unmasked Estep 
Score: -19733102.000000 Penalty: 5962.208008
	Iteration 28Q: 3 clusters Score -1.97331e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 164043 members 
Entering Unmasked Estep 
Score: -19733126.000000 Penalty: 5962.208008
	Iteration 29Q: 3 clusters Score -1.973313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 164063 members 
Entering Unmasked Estep 
Score: -19733126.000000 Penalty: 5962.208008
	Iteration 30Q: 3 clusters Score -1.973313e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 164088 members 
Entering Unmasked Estep 
Score: -19733144.000000 Penalty: 5962.208008
	Iteration 31Q: 3 clusters Score -1.973314e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 164114 members 
Entering Unmasked Estep 
Score: -19733132.000000 Penalty: 5962.208008
	Iteration 32Q: 3 clusters Score -1.973313e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 164144 members 
Entering Unmasked Estep 
Score: -19733138.000000 Penalty: 5962.208008
	Iteration 33Q: 3 clusters Score -1.973314e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 164168 members 
Entering Unmasked Estep 
Score: -19733148.000000 Penalty: 5962.208008
	Iteration 34Q: 3 clusters Score -1.973315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 164193 members 
Entering Unmasked Estep 
Score: -19733140.000000 Penalty: 5962.208008
	Iteration 35Q: 3 clusters Score -1.973314e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 164220 members 
Entering Unmasked Estep 
Score: -19733158.000000 Penalty: 5962.208008
	Iteration 36Q: 3 clusters Score -1.973316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 164245 members 
Entering Unmasked Estep 
Score: -19733154.000000 Penalty: 5962.208008
	Iteration 37Q: 3 clusters Score -1.973315e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 164270 members 
Entering Unmasked Estep 
Score: -19733172.000000 Penalty: 5962.208008
	Iteration 38Q: 3 clusters Score -1.973317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 164290 members 
Entering Unmasked Estep 
Score: -19733190.000000 Penalty: 5962.208008
	Iteration 39Q: 3 clusters Score -1.973319e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 164305 members 
Entering Unmasked Estep 
Score: -19733194.000000 Penalty: 5962.208008
	Iteration 40F: 3 clusters Score -1.973319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 164323 members 
Entering Unmasked Estep 
Score: -19733204.000000 Penalty: 5962.208008
	Iteration 41Q: 3 clusters Score -1.97332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 164334 members 
Entering Unmasked Estep 
Score: -19733216.000000 Penalty: 5962.208008
	Iteration 42Q: 3 clusters Score -1.973322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 164342 members 
Entering Unmasked Estep 
Score: -19733222.000000 Penalty: 5962.208008
	Iteration 43Q: 3 clusters Score -1.973322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 164347 members 
Entering Unmasked Estep 
Score: -19733214.000000 Penalty: 5962.208008
	Iteration 44Q: 3 clusters Score -1.973321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 164354 members 
Entering Unmasked Estep 
Score: -19733218.000000 Penalty: 5962.208008
	Iteration 45Q: 3 clusters Score -1.973322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 164363 members 
Entering Unmasked Estep 
Score: -19733226.000000 Penalty: 5962.208008
	Iteration 46Q: 3 clusters Score -1.973323e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 164372 members 
Entering Unmasked Estep 
Score: -19733214.000000 Penalty: 5962.208008
	Iteration 47Q: 3 clusters Score -1.973321e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 164378 members 
Entering Unmasked Estep 
Score: -19733212.000000 Penalty: 5962.208008
	Iteration 48Q: 3 clusters Score -1.973321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 164380 members 
Entering Unmasked Estep 
Score: -19733220.000000 Penalty: 5962.208008
	Iteration 49Q: 3 clusters Score -1.973322e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 164381 members 
Entering Unmasked Estep 
Score: -19733220.000000 Penalty: 5962.208008
	Iteration 50Q: 3 clusters Score -1.973322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 164383 members 
Entering Unmasked Estep 
Score: -19733206.000000 Penalty: 5962.208008
	Iteration 51Q: 3 clusters Score -1.973321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 164387 members 
Entering Unmasked Estep 
Score: -19733222.000000 Penalty: 5962.208008
	Iteration 52Q: 3 clusters Score -1.973322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 164391 members 
Entering Unmasked Estep 
Score: -19733218.000000 Penalty: 5962.208008
	Iteration 53Q: 3 clusters Score -1.973322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -19733216.000000 Penalty: 5962.208008
	Iteration 54Q: 3 clusters Score -1.973322e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 164392 members 
Entering Unmasked Estep 
Score: -19733216.000000 Penalty: 5962.208008
	Iteration 55F: 3 clusters Score -1.973322e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (301818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301818 members 
Entering Unmasked Estep 
Score: -35463192.000000 Penalty: 3129.159668
	Iteration 0F: 2 clusters Score -3.546319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150975 members 
Mstep: Class 2 contains 150843 members 
Entering Unmasked Estep 
Score: -35266880.000000 Penalty: 6258.319336
	Iteration 0F: 3 clusters Score -3.526688e+07 nChanged 145962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154077 members 
Mstep: Class 2 contains 147741 members 
Entering Unmasked Estep 
Score: -35352800.000000 Penalty: 6258.319336
	Iteration 1F: 3 clusters Score -3.53528e+07 nChanged 6603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156196 members 
Mstep: Class 2 contains 145622 members 
Entering Unmasked Estep 
Score: -35353920.000000 Penalty: 6258.319336
	Iteration 2Q: 3 clusters Score -3.535392e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159454 members 
Mstep: Class 2 contains 142364 members 
Entering Unmasked Estep 
Score: -35355376.000000 Penalty: 6258.319336
	Iteration 3Q: 3 clusters Score -3.535538e+07 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164373 members 
Mstep: Class 2 contains 137445 members 
Entering Unmasked Estep 
Score: -35357668.000000 Penalty: 6258.319336
	Iteration 4Q: 3 clusters Score -3.535767e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171974 members 
Mstep: Class 2 contains 129844 members 
Entering Unmasked Estep 
Score: -35361488.000000 Penalty: 6258.319336
	Iteration 5Q: 3 clusters Score -3.536149e+07 nChanged 15416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183480 members 
Mstep: Class 2 contains 118338 members 
Entering Unmasked Estep 
Score: -35368692.000000 Penalty: 6258.319336
	Iteration 6F: 3 clusters Score -3.536869e+07 nChanged 19771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199427 members 
Mstep: Class 2 contains 102391 members 
Entering Unmasked Estep 
Score: -35381416.000000 Penalty: 6258.319336
	Iteration 7F: 3 clusters Score -3.538142e+07 nChanged 23425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219312 members 
Mstep: Class 2 contains 82506 members 
Entering Unmasked Estep 
Score: -35399348.000000 Penalty: 6258.319336
	Iteration 8F: 3 clusters Score -3.539935e+07 nChanged 22848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239094 members 
Mstep: Class 2 contains 62724 members 
Entering Unmasked Estep 
Score: -35420232.000000 Penalty: 6258.319336
	Iteration 9F: 3 clusters Score -3.542023e+07 nChanged 17738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253964 members 
Mstep: Class 2 contains 47854 members 
Entering Unmasked Estep 
Score: -35440192.000000 Penalty: 6258.319336
	Iteration 10F: 3 clusters Score -3.544019e+07 nChanged 11361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261051 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -35454404.000000 Penalty: 6258.319336
	Iteration 11Q: 3 clusters Score -3.54544e+07 nChanged 7438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263537 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -35460688.000000 Penalty: 6258.319336
	Iteration 12Q: 3 clusters Score -3.546069e+07 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265529 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
Score: -35462656.000000 Penalty: 6258.319336
	Iteration 13Q: 3 clusters Score -3.546266e+07 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267443 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -35463648.000000 Penalty: 6258.319336
	Iteration 14Q: 3 clusters Score -3.546365e+07 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269244 members 
Mstep: Class 2 contains 32574 members 
Entering Unmasked Estep 
Score: -35464252.000000 Penalty: 6258.319336
	Iteration 15Q: 3 clusters Score -3.546425e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270834 members 
Mstep: Class 2 contains 30984 members 
Entering Unmasked Estep 
Score: -35464612.000000 Penalty: 6258.319336
	Iteration 16Q: 3 clusters Score -3.546461e+07 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272266 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -35464916.000000 Penalty: 6258.319336
	Iteration 17Q: 3 clusters Score -3.546492e+07 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273569 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -35465048.000000 Penalty: 6258.319336
	Iteration 18Q: 3 clusters Score -3.546505e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274778 members 
Mstep: Class 2 contains 27040 members 
Entering Unmasked Estep 
Score: -35465116.000000 Penalty: 6258.319336
	Iteration 19Q: 3 clusters Score -3.546512e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275888 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -35465200.000000 Penalty: 6258.319336
	Iteration 20F: 3 clusters Score -3.54652e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276917 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -35465264.000000 Penalty: 6258.319336
	Iteration 21Q: 3 clusters Score -3.546526e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277854 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -35465464.000000 Penalty: 6258.319336
	Iteration 22Q: 3 clusters Score -3.546546e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278733 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -35465572.000000 Penalty: 6258.319336
	Iteration 23Q: 3 clusters Score -3.546557e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279564 members 
Mstep: Class 2 contains 22254 members 
Entering Unmasked Estep 
Score: -35465576.000000 Penalty: 6258.319336
	Iteration 24Q: 3 clusters Score -3.546558e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280308 members 
Mstep: Class 2 contains 21510 members 
Entering Unmasked Estep 
Score: -35465540.000000 Penalty: 6258.319336
	Iteration 25Q: 3 clusters Score -3.546554e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281079 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -35465504.000000 Penalty: 6258.319336
	Iteration 26Q: 3 clusters Score -3.54655e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281775 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -35465596.000000 Penalty: 6258.319336
	Iteration 27Q: 3 clusters Score -3.54656e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282498 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -35465656.000000 Penalty: 6258.319336
	Iteration 28Q: 3 clusters Score -3.546566e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283189 members 
Mstep: Class 2 contains 18629 members 
Entering Unmasked Estep 
Score: -35465684.000000 Penalty: 6258.319336
	Iteration 29Q: 3 clusters Score -3.546568e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283820 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -35465668.000000 Penalty: 6258.319336
	Iteration 30Q: 3 clusters Score -3.546567e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284381 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -35465716.000000 Penalty: 6258.319336
	Iteration 31Q: 3 clusters Score -3.546572e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284887 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -35465804.000000 Penalty: 6258.319336
	Iteration 32Q: 3 clusters Score -3.54658e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285382 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -35465788.000000 Penalty: 6258.319336
	Iteration 33Q: 3 clusters Score -3.546579e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285853 members 
Mstep: Class 2 contains 15965 members 
Entering Unmasked Estep 
Score: -35465708.000000 Penalty: 6258.319336
	Iteration 34Q: 3 clusters Score -3.546571e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286304 members 
Mstep: Class 2 contains 15514 members 
Entering Unmasked Estep 
Score: -35465628.000000 Penalty: 6258.319336
	Iteration 35Q: 3 clusters Score -3.546563e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286724 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -35465624.000000 Penalty: 6258.319336
	Iteration 36Q: 3 clusters Score -3.546562e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287098 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -35465608.000000 Penalty: 6258.319336
	Iteration 37Q: 3 clusters Score -3.546561e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287460 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -35465620.000000 Penalty: 6258.319336
	Iteration 38Q: 3 clusters Score -3.546562e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287804 members 
Mstep: Class 2 contains 14014 members 
Entering Unmasked Estep 
Score: -35465568.000000 Penalty: 6258.319336
	Iteration 39Q: 3 clusters Score -3.546557e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288137 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -35465628.000000 Penalty: 6258.319336
	Iteration 40F: 3 clusters Score -3.546563e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288436 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -35465656.000000 Penalty: 6258.319336
	Iteration 41Q: 3 clusters Score -3.546566e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288704 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -35465620.000000 Penalty: 6258.319336
	Iteration 42Q: 3 clusters Score -3.546562e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288936 members 
Mstep: Class 2 contains 12882 members 
Entering Unmasked Estep 
Score: -35465672.000000 Penalty: 6258.319336
	Iteration 43Q: 3 clusters Score -3.546567e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289163 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -35465676.000000 Penalty: 6258.319336
	Iteration 44Q: 3 clusters Score -3.546568e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289362 members 
Mstep: Class 2 contains 12456 members 
Entering Unmasked Estep 
Score: -35465684.000000 Penalty: 6258.319336
	Iteration 45Q: 3 clusters Score -3.546568e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289552 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -35465604.000000 Penalty: 6258.319336
	Iteration 46Q: 3 clusters Score -3.54656e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289715 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -35465580.000000 Penalty: 6258.319336
	Iteration 47Q: 3 clusters Score -3.546558e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289883 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -35465588.000000 Penalty: 6258.319336
	Iteration 48Q: 3 clusters Score -3.546559e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290066 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -35465588.000000 Penalty: 6258.319336
	Iteration 49Q: 3 clusters Score -3.546559e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290233 members 
Mstep: Class 2 contains 11585 members 
Entering Unmasked Estep 
Score: -35465572.000000 Penalty: 6258.319336
	Iteration 50Q: 3 clusters Score -3.546557e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290377 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -35465588.000000 Penalty: 6258.319336
	Iteration 51Q: 3 clusters Score -3.546559e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290525 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -35465580.000000 Penalty: 6258.319336
	Iteration 52Q: 3 clusters Score -3.546558e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290669 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -35465584.000000 Penalty: 6258.319336
	Iteration 53Q: 3 clusters Score -3.546558e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290826 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -35465668.000000 Penalty: 6258.319336
	Iteration 54Q: 3 clusters Score -3.546567e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290971 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -35465648.000000 Penalty: 6258.319336
	Iteration 55Q: 3 clusters Score -3.546565e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291101 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -35465580.000000 Penalty: 6258.319336
	Iteration 56Q: 3 clusters Score -3.546558e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291231 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -35465632.000000 Penalty: 6258.319336
	Iteration 57Q: 3 clusters Score -3.546563e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291355 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -35465576.000000 Penalty: 6258.319336
	Iteration 58Q: 3 clusters Score -3.546558e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291462 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -35465564.000000 Penalty: 6258.319336
	Iteration 59Q: 3 clusters Score -3.546556e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291576 members 
Mstep: Class 2 contains 10242 members 
Entering Unmasked Estep 
Score: -35465552.000000 Penalty: 6258.319336
	Iteration 60F: 3 clusters Score -3.546555e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291682 members 
Mstep: Class 2 contains 10136 members 
Entering Unmasked Estep 
Score: -35465536.000000 Penalty: 6258.319336
	Iteration 61Q: 3 clusters Score -3.546554e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291772 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -35465528.000000 Penalty: 6258.319336
	Iteration 62Q: 3 clusters Score -3.546553e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291861 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -35465520.000000 Penalty: 6258.319336
	Iteration 63Q: 3 clusters Score -3.546552e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291946 members 
Mstep: Class 2 contains 9872 members 
Entering Unmasked Estep 
Score: -35465468.000000 Penalty: 6258.319336
	Iteration 64Q: 3 clusters Score -3.546547e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292039 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -35465428.000000 Penalty: 6258.319336
	Iteration 65Q: 3 clusters Score -3.546543e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292130 members 
Mstep: Class 2 contains 9688 members 
Entering Unmasked Estep 
Score: -35465400.000000 Penalty: 6258.319336
	Iteration 66Q: 3 clusters Score -3.54654e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292210 members 
Mstep: Class 2 contains 9608 members 
Entering Unmasked Estep 
Score: -35465392.000000 Penalty: 6258.319336
	Iteration 67Q: 3 clusters Score -3.546539e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292278 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -35465372.000000 Penalty: 6258.319336
	Iteration 68Q: 3 clusters Score -3.546537e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292352 members 
Mstep: Class 2 contains 9466 members 
Entering Unmasked Estep 
Score: -35465384.000000 Penalty: 6258.319336
	Iteration 69Q: 3 clusters Score -3.546538e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292436 members 
Mstep: Class 2 contains 9382 members 
Entering Unmasked Estep 
Score: -35465316.000000 Penalty: 6258.319336
	Iteration 70Q: 3 clusters Score -3.546532e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292512 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -35465236.000000 Penalty: 6258.319336
	Iteration 71Q: 3 clusters Score -3.546524e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292579 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -35465228.000000 Penalty: 6258.319336
	Iteration 72Q: 3 clusters Score -3.546523e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292642 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -35465188.000000 Penalty: 6258.319336
	Iteration 73Q: 3 clusters Score -3.546519e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292704 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -35465160.000000 Penalty: 6258.319336
	Iteration 74Q: 3 clusters Score -3.546516e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292766 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -35465124.000000 Penalty: 6258.319336
	Iteration 75Q: 3 clusters Score -3.546512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292825 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -35465136.000000 Penalty: 6258.319336
	Iteration 76Q: 3 clusters Score -3.546514e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292887 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -35465136.000000 Penalty: 6258.319336
	Iteration 77Q: 3 clusters Score -3.546514e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292951 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -35465120.000000 Penalty: 6258.319336
	Iteration 78Q: 3 clusters Score -3.546512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293012 members 
Mstep: Class 2 contains 8806 members 
Entering Unmasked Estep 
Score: -35465072.000000 Penalty: 6258.319336
	Iteration 79Q: 3 clusters Score -3.546507e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293079 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -35465100.000000 Penalty: 6258.319336
	Iteration 80F: 3 clusters Score -3.54651e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293141 members 
Mstep: Class 2 contains 8677 members 
Entering Unmasked Estep 
Score: -35465116.000000 Penalty: 6258.319336
	Iteration 81Q: 3 clusters Score -3.546512e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293209 members 
Mstep: Class 2 contains 8609 members 
Entering Unmasked Estep 
Score: -35465168.000000 Penalty: 6258.319336
	Iteration 82Q: 3 clusters Score -3.546517e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293276 members 
Mstep: Class 2 contains 8542 members 
Entering Unmasked Estep 
Score: -35465096.000000 Penalty: 6258.319336
	Iteration 83Q: 3 clusters Score -3.54651e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293328 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -35465052.000000 Penalty: 6258.319336
	Iteration 84Q: 3 clusters Score -3.546505e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293389 members 
Mstep: Class 2 contains 8429 members 
Entering Unmasked Estep 
Score: -35465012.000000 Penalty: 6258.319336
	Iteration 85Q: 3 clusters Score -3.546501e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293443 members 
Mstep: Class 2 contains 8375 members 
Entering Unmasked Estep 
Score: -35465008.000000 Penalty: 6258.319336
	Iteration 86Q: 3 clusters Score -3.546501e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293490 members 
Mstep: Class 2 contains 8328 members 
Entering Unmasked Estep 
Score: -35465000.000000 Penalty: 6258.319336
	Iteration 87Q: 3 clusters Score -3.5465e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293539 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -35464984.000000 Penalty: 6258.319336
	Iteration 88Q: 3 clusters Score -3.546498e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293590 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -35464980.000000 Penalty: 6258.319336
	Iteration 89Q: 3 clusters Score -3.546498e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293649 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -35464924.000000 Penalty: 6258.319336
	Iteration 90Q: 3 clusters Score -3.546492e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293702 members 
Mstep: Class 2 contains 8116 members 
Entering Unmasked Estep 
Score: -35464936.000000 Penalty: 6258.319336
	Iteration 91Q: 3 clusters Score -3.546494e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293749 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -35464924.000000 Penalty: 6258.319336
	Iteration 92Q: 3 clusters Score -3.546492e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293808 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -35464904.000000 Penalty: 6258.319336
	Iteration 93Q: 3 clusters Score -3.54649e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293857 members 
Mstep: Class 2 contains 7961 members 
Entering Unmasked Estep 
Score: -35464872.000000 Penalty: 6258.319336
	Iteration 94Q: 3 clusters Score -3.546487e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293911 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -35464812.000000 Penalty: 6258.319336
	Iteration 95Q: 3 clusters Score -3.546481e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293969 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -35464788.000000 Penalty: 6258.319336
	Iteration 96Q: 3 clusters Score -3.546479e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294031 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -35464720.000000 Penalty: 6258.319336
	Iteration 97Q: 3 clusters Score -3.546472e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294091 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -35464724.000000 Penalty: 6258.319336
	Iteration 98Q: 3 clusters Score -3.546472e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294150 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -35464724.000000 Penalty: 6258.319336
	Iteration 99Q: 3 clusters Score -3.546472e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294204 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -35464708.000000 Penalty: 6258.319336
	Iteration 100F: 3 clusters Score -3.546471e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294264 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -35464672.000000 Penalty: 6258.319336
	Iteration 101Q: 3 clusters Score -3.546467e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294324 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -35464628.000000 Penalty: 6258.319336
	Iteration 102Q: 3 clusters Score -3.546463e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294386 members 
Mstep: Class 2 contains 7432 members 
Entering Unmasked Estep 
Score: -35464604.000000 Penalty: 6258.319336
	Iteration 103Q: 3 clusters Score -3.54646e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294457 members 
Mstep: Class 2 contains 7361 members 
Entering Unmasked Estep 
Score: -35464560.000000 Penalty: 6258.319336
	Iteration 104Q: 3 clusters Score -3.546456e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294529 members 
Mstep: Class 2 contains 7289 members 
Entering Unmasked Estep 
Score: -35464544.000000 Penalty: 6258.319336
	Iteration 105Q: 3 clusters Score -3.546454e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294580 members 
Mstep: Class 2 contains 7238 members 
Entering Unmasked Estep 
Score: -35464528.000000 Penalty: 6258.319336
	Iteration 106Q: 3 clusters Score -3.546453e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294635 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -35464520.000000 Penalty: 6258.319336
	Iteration 107Q: 3 clusters Score -3.546452e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294681 members 
Mstep: Class 2 contains 7137 members 
Entering Unmasked Estep 
Score: -35464488.000000 Penalty: 6258.319336
	Iteration 108Q: 3 clusters Score -3.546449e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294730 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -35464504.000000 Penalty: 6258.319336
	Iteration 109Q: 3 clusters Score -3.54645e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294778 members 
Mstep: Class 2 contains 7040 members 
Entering Unmasked Estep 
Score: -35464484.000000 Penalty: 6258.319336
	Iteration 110Q: 3 clusters Score -3.546448e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294834 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -35464480.000000 Penalty: 6258.319336
	Iteration 111Q: 3 clusters Score -3.546448e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294895 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -35464500.000000 Penalty: 6258.319336
	Iteration 112Q: 3 clusters Score -3.54645e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294954 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -35464476.000000 Penalty: 6258.319336
	Iteration 113Q: 3 clusters Score -3.546448e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295001 members 
Mstep: Class 2 contains 6817 members 
Entering Unmasked Estep 
Score: -35464500.000000 Penalty: 6258.319336
	Iteration 114Q: 3 clusters Score -3.54645e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295043 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -35464512.000000 Penalty: 6258.319336
	Iteration 115Q: 3 clusters Score -3.546451e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295087 members 
Mstep: Class 2 contains 6731 members 
Entering Unmasked Estep 
Score: -35464524.000000 Penalty: 6258.319336
	Iteration 116Q: 3 clusters Score -3.546452e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295129 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -35464472.000000 Penalty: 6258.319336
	Iteration 117Q: 3 clusters Score -3.546447e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295166 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -35464444.000000 Penalty: 6258.319336
	Iteration 118Q: 3 clusters Score -3.546444e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295203 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -35464468.000000 Penalty: 6258.319336
	Iteration 119Q: 3 clusters Score -3.546447e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295235 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -35464488.000000 Penalty: 6258.319336
	Iteration 120F: 3 clusters Score -3.546449e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295270 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -35464468.000000 Penalty: 6258.319336
	Iteration 121Q: 3 clusters Score -3.546447e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295299 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -35464480.000000 Penalty: 6258.319336
	Iteration 122Q: 3 clusters Score -3.546448e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295328 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -35464484.000000 Penalty: 6258.319336
	Iteration 123Q: 3 clusters Score -3.546448e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295365 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -35464504.000000 Penalty: 6258.319336
	Iteration 124Q: 3 clusters Score -3.54645e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295405 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -35464512.000000 Penalty: 6258.319336
	Iteration 125Q: 3 clusters Score -3.546451e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295442 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -35464536.000000 Penalty: 6258.319336
	Iteration 126Q: 3 clusters Score -3.546454e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295476 members 
Mstep: Class 2 contains 6342 members 
Entering Unmasked Estep 
Score: -35464508.000000 Penalty: 6258.319336
	Iteration 127Q: 3 clusters Score -3.546451e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295506 members 
Mstep: Class 2 contains 6312 members 
Entering Unmasked Estep 
Score: -35464492.000000 Penalty: 6258.319336
	Iteration 128Q: 3 clusters Score -3.546449e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295534 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -35464512.000000 Penalty: 6258.319336
	Iteration 129Q: 3 clusters Score -3.546451e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295557 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -35464524.000000 Penalty: 6258.319336
	Iteration 130Q: 3 clusters Score -3.546452e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295588 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -35464496.000000 Penalty: 6258.319336
	Iteration 131Q: 3 clusters Score -3.54645e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295611 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -35464484.000000 Penalty: 6258.319336
	Iteration 132Q: 3 clusters Score -3.546448e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295642 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -35464464.000000 Penalty: 6258.319336
	Iteration 133Q: 3 clusters Score -3.546446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295664 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -35464488.000000 Penalty: 6258.319336
	Iteration 134Q: 3 clusters Score -3.546449e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295686 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -35464468.000000 Penalty: 6258.319336
	Iteration 135Q: 3 clusters Score -3.546447e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295701 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -35464464.000000 Penalty: 6258.319336
	Iteration 136Q: 3 clusters Score -3.546446e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295718 members 
Mstep: Class 2 contains 6100 members 
Entering Unmasked Estep 
Score: -35464440.000000 Penalty: 6258.319336
	Iteration 137Q: 3 clusters Score -3.546444e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295731 members 
Mstep: Class 2 contains 6087 members 
Entering Unmasked Estep 
Score: -35464432.000000 Penalty: 6258.319336
	Iteration 138Q: 3 clusters Score -3.546443e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295744 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -35464432.000000 Penalty: 6258.319336
	Iteration 139Q: 3 clusters Score -3.546443e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295756 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -35464436.000000 Penalty: 6258.319336
	Iteration 140F: 3 clusters Score -3.546444e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295769 members 
Mstep: Class 2 contains 6049 members 
Entering Unmasked Estep 
Score: -35464444.000000 Penalty: 6258.319336
	Iteration 141Q: 3 clusters Score -3.546444e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295779 members 
Mstep: Class 2 contains 6039 members 
Entering Unmasked Estep 
Score: -35464424.000000 Penalty: 6258.319336
	Iteration 142Q: 3 clusters Score -3.546442e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295794 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -35464424.000000 Penalty: 6258.319336
	Iteration 143Q: 3 clusters Score -3.546442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295807 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -35464408.000000 Penalty: 6258.319336
	Iteration 144Q: 3 clusters Score -3.546441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295817 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -35464400.000000 Penalty: 6258.319336
	Iteration 145Q: 3 clusters Score -3.54644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295829 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -35464408.000000 Penalty: 6258.319336
	Iteration 146Q: 3 clusters Score -3.546441e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295837 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -35464416.000000 Penalty: 6258.319336
	Iteration 147Q: 3 clusters Score -3.546442e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295851 members 
Mstep: Class 2 contains 5967 members 
Entering Unmasked Estep 
Score: -35464396.000000 Penalty: 6258.319336
	Iteration 148Q: 3 clusters Score -3.54644e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295863 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -35464396.000000 Penalty: 6258.319336
	Iteration 149Q: 3 clusters Score -3.54644e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295872 members 
Mstep: Class 2 contains 5946 members 
Entering Unmasked Estep 
Score: -35464384.000000 Penalty: 6258.319336
	Iteration 150Q: 3 clusters Score -3.546438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295882 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -35464372.000000 Penalty: 6258.319336
	Iteration 151Q: 3 clusters Score -3.546437e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295890 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -35464368.000000 Penalty: 6258.319336
	Iteration 152Q: 3 clusters Score -3.546437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295894 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -35464372.000000 Penalty: 6258.319336
	Iteration 153Q: 3 clusters Score -3.546437e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295897 members 
Mstep: Class 2 contains 5921 members 
Entering Unmasked Estep 
Score: -35464368.000000 Penalty: 6258.319336
	Iteration 154Q: 3 clusters Score -3.546437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295898 members 
Mstep: Class 2 contains 5920 members 
Entering Unmasked Estep 
Score: -35464368.000000 Penalty: 6258.319336
	Iteration 155Q: 3 clusters Score -3.546437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295899 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -35464348.000000 Penalty: 6258.319336
	Iteration 156Q: 3 clusters Score -3.546435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295899 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -35464348.000000 Penalty: 6258.319336
	Iteration 157F: 3 clusters Score -3.546435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 80383 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24812 members 
Mstep: Class 5 contains 161938 members 
Mstep: Class 6 contains 14587 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 19277 members 
Mstep: Class 10 contains 166139 members 
Mstep: Class 11 contains 295899 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53668 members 
Mstep: Class 14 contains 7693 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10281 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17762 members 
Mstep: Class 20 contains 8310 members 
Mstep: Class 21 contains 15045 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68627 members 
Mstep: Class 24 contains 17052 members 
Mstep: Class 25 contains 10234 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186217 members 
Mstep: Class 29 contains 169103 members 
Mstep: Class 30 contains 8359 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 5919 members 
Entering Unmasked Estep 
Score: -161489696.000000 Penalty: 115928.210938
Splitting cluster 11 changes total score from -161488480.000000 to -161489696.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 12 (11975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Entering Unmasked Estep 
Score: -1338874.750000 Penalty: 2328.863037
	Iteration 0F: 2 clusters Score -1338875 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6083 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -1329923.125000 Penalty: 4657.726074
	Iteration 0F: 3 clusters Score -1329923 nChanged 5048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -1332612.500000 Penalty: 4657.726074
	Iteration 1F: 3 clusters Score -1332612 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -1332968.375000 Penalty: 4657.726074
	Iteration 2F: 3 clusters Score -1332968 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6485 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1333231.000000 Penalty: 4657.726074
	Iteration 3F: 3 clusters Score -1333231 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1333433.625000 Penalty: 4657.726074
	Iteration 4Q: 3 clusters Score -1333434 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -1333628.250000 Penalty: 4657.726074
	Iteration 5Q: 3 clusters Score -1333628 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -1333849.875000 Penalty: 4657.726074
	Iteration 6Q: 3 clusters Score -1333850 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7193 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -1334105.750000 Penalty: 4657.726074
	Iteration 7Q: 3 clusters Score -1334106 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1334408.125000 Penalty: 4657.726074
	Iteration 8Q: 3 clusters Score -1334408 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -1334775.625000 Penalty: 4657.726074
	Iteration 9Q: 3 clusters Score -1334776 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1335178.250000 Penalty: 4657.726074
	Iteration 10Q: 3 clusters Score -1335178 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1335522.750000 Penalty: 4657.726074
	Iteration 11Q: 3 clusters Score -1335523 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -1335776.750000 Penalty: 4657.726074
	Iteration 12Q: 3 clusters Score -1335777 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -1335983.625000 Penalty: 4657.726074
	Iteration 13Q: 3 clusters Score -1335984 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -1336138.375000 Penalty: 4657.726074
	Iteration 14Q: 3 clusters Score -1336138 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1336273.500000 Penalty: 4657.726074
	Iteration 15Q: 3 clusters Score -1336274 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1336377.375000 Penalty: 4657.726074
	Iteration 16Q: 3 clusters Score -1336377 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1336441.500000 Penalty: 4657.726074
	Iteration 17Q: 3 clusters Score -1336442 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9916 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1336501.125000 Penalty: 4657.726074
	Iteration 18Q: 3 clusters Score -1336501 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -1336552.125000 Penalty: 4657.726074
	Iteration 19Q: 3 clusters Score -1336552 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1336593.375000 Penalty: 4657.726074
	Iteration 20F: 3 clusters Score -1336593 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10225 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1336631.875000 Penalty: 4657.726074
	Iteration 21Q: 3 clusters Score -1336632 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1336664.750000 Penalty: 4657.726074
	Iteration 22Q: 3 clusters Score -1336665 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1336694.375000 Penalty: 4657.726074
	Iteration 23Q: 3 clusters Score -1336694 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -1336724.250000 Penalty: 4657.726074
	Iteration 24Q: 3 clusters Score -1336724 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1336751.250000 Penalty: 4657.726074
	Iteration 25Q: 3 clusters Score -1336751 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1336783.500000 Penalty: 4657.726074
	Iteration 26Q: 3 clusters Score -1336784 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1336816.125000 Penalty: 4657.726074
	Iteration 27Q: 3 clusters Score -1336816 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1336846.250000 Penalty: 4657.726074
	Iteration 28Q: 3 clusters Score -1336846 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1336870.125000 Penalty: 4657.726074
	Iteration 29Q: 3 clusters Score -1336870 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1336886.875000 Penalty: 4657.726074
	Iteration 30Q: 3 clusters Score -1336887 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1336898.125000 Penalty: 4657.726074
	Iteration 31Q: 3 clusters Score -1336898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1336916.375000 Penalty: 4657.726074
	Iteration 32Q: 3 clusters Score -1336916 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1336926.125000 Penalty: 4657.726074
	Iteration 33Q: 3 clusters Score -1336926 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10840 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -1336935.375000 Penalty: 4657.726074
	Iteration 34Q: 3 clusters Score -1336935 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1336941.000000 Penalty: 4657.726074
	Iteration 35Q: 3 clusters Score -1336941 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1336941.375000 Penalty: 4657.726074
	Iteration 36Q: 3 clusters Score -1336941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1336944.500000 Penalty: 4657.726074
	Iteration 37Q: 3 clusters Score -1336944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1336945.500000 Penalty: 4657.726074
	Iteration 38Q: 3 clusters Score -1336946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1336946.250000 Penalty: 4657.726074
	Iteration 39Q: 3 clusters Score -1336946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1336948.250000 Penalty: 4657.726074
	Iteration 40F: 3 clusters Score -1336948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10882 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1336949.125000 Penalty: 4657.726074
	Iteration 41Q: 3 clusters Score -1336949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1336948.375000 Penalty: 4657.726074
	Iteration 42Q: 3 clusters Score -1336948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1336950.750000 Penalty: 4657.726074
	Iteration 43Q: 3 clusters Score -1336951 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1336952.375000 Penalty: 4657.726074
	Iteration 44Q: 3 clusters Score -1336952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1336952.000000 Penalty: 4657.726074
	Iteration 45Q: 3 clusters Score -1336952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1336950.375000 Penalty: 4657.726074
	Iteration 46Q: 3 clusters Score -1336950 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10896 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1336952.375000 Penalty: 4657.726074
	Iteration 47Q: 3 clusters Score -1336952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1336950.875000 Penalty: 4657.726074
	Iteration 48Q: 3 clusters Score -1336951 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1336951.875000 Penalty: 4657.726074
	Iteration 49Q: 3 clusters Score -1336952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -1336952.375000 Penalty: 4657.726074
	Iteration 50Q: 3 clusters Score -1336952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1336952.500000 Penalty: 4657.726074
	Iteration 51Q: 3 clusters Score -1336952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -1336952.500000 Penalty: 4657.726074
	Iteration 52F: 3 clusters Score -1336952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53668 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53668 members 
Entering Unmasked Estep 
Score: -6399131.000000 Penalty: 2700.862061
	Iteration 0F: 2 clusters Score -6399131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -6362873.500000 Penalty: 5401.724121
	Iteration 0F: 3 clusters Score -6362874 nChanged 24871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 26418 members 
Entering Unmasked Estep 
Score: -6376682.500000 Penalty: 5401.724121
	Iteration 1F: 3 clusters Score -6376682 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27555 members 
Mstep: Class 2 contains 26113 members 
Entering Unmasked Estep 
Score: -6377261.000000 Penalty: 5401.724121
	Iteration 2Q: 3 clusters Score -6377261 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -6377808.000000 Penalty: 5401.724121
	Iteration 3Q: 3 clusters Score -6377808 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -6378480.500000 Penalty: 5401.724121
	Iteration 4Q: 3 clusters Score -6378480 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -6379235.500000 Penalty: 5401.724121
	Iteration 5Q: 3 clusters Score -6379236 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 23639 members 
Entering Unmasked Estep 
Score: -6380147.000000 Penalty: 5401.724121
	Iteration 6Q: 3 clusters Score -6380147 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -6381202.500000 Penalty: 5401.724121
	Iteration 7Q: 3 clusters Score -6381202 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -6382381.500000 Penalty: 5401.724121
	Iteration 8Q: 3 clusters Score -6382382 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33176 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -6383632.500000 Penalty: 5401.724121
	Iteration 9Q: 3 clusters Score -6383632 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -6384917.500000 Penalty: 5401.724121
	Iteration 10Q: 3 clusters Score -6384918 nChanged 2386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35602 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -6386263.000000 Penalty: 5401.724121
	Iteration 11Q: 3 clusters Score -6386263 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36772 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -6387543.000000 Penalty: 5401.724121
	Iteration 12Q: 3 clusters Score -6387543 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -6388746.000000 Penalty: 5401.724121
	Iteration 13Q: 3 clusters Score -6388746 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38849 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -6389683.500000 Penalty: 5401.724121
	Iteration 14Q: 3 clusters Score -6389684 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 13950 members 
Entering Unmasked Estep 
Score: -6390305.000000 Penalty: 5401.724121
	Iteration 15Q: 3 clusters Score -6390305 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40534 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -6390780.000000 Penalty: 5401.724121
	Iteration 16Q: 3 clusters Score -6390780 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41306 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -6391189.000000 Penalty: 5401.724121
	Iteration 17Q: 3 clusters Score -6391189 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -6391506.500000 Penalty: 5401.724121
	Iteration 18Q: 3 clusters Score -6391506 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42829 members 
Mstep: Class 2 contains 10839 members 
Entering Unmasked Estep 
Score: -6391841.000000 Penalty: 5401.724121
	Iteration 19Q: 3 clusters Score -6391841 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43616 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -6392133.000000 Penalty: 5401.724121
	Iteration 20F: 3 clusters Score -6392133 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44427 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -6392441.000000 Penalty: 5401.724121
	Iteration 21Q: 3 clusters Score -6392441 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45278 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -6392817.500000 Penalty: 5401.724121
	Iteration 22Q: 3 clusters Score -6392818 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -6393150.000000 Penalty: 5401.724121
	Iteration 23Q: 3 clusters Score -6393150 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47004 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -6393568.000000 Penalty: 5401.724121
	Iteration 24Q: 3 clusters Score -6393568 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47848 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -6393966.000000 Penalty: 5401.724121
	Iteration 25Q: 3 clusters Score -6393966 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48638 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -6394398.000000 Penalty: 5401.724121
	Iteration 26Q: 3 clusters Score -6394398 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49392 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -6394815.000000 Penalty: 5401.724121
	Iteration 27Q: 3 clusters Score -6394815 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50083 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -6395203.500000 Penalty: 5401.724121
	Iteration 28Q: 3 clusters Score -6395204 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50705 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -6395528.000000 Penalty: 5401.724121
	Iteration 29Q: 3 clusters Score -6395528 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -6395809.000000 Penalty: 5401.724121
	Iteration 30Q: 3 clusters Score -6395809 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51640 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -6396046.000000 Penalty: 5401.724121
	Iteration 31Q: 3 clusters Score -6396046 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51986 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -6396228.500000 Penalty: 5401.724121
	Iteration 32Q: 3 clusters Score -6396228 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52234 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -6396366.000000 Penalty: 5401.724121
	Iteration 33Q: 3 clusters Score -6396366 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -6396488.500000 Penalty: 5401.724121
	Iteration 34Q: 3 clusters Score -6396488 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52551 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -6396565.500000 Penalty: 5401.724121
	Iteration 35Q: 3 clusters Score -6396566 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52660 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -6396627.000000 Penalty: 5401.724121
	Iteration 36Q: 3 clusters Score -6396627 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52745 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -6396682.500000 Penalty: 5401.724121
	Iteration 37Q: 3 clusters Score -6396682 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52796 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6396710.000000 Penalty: 5401.724121
	Iteration 38Q: 3 clusters Score -6396710 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6396736.500000 Penalty: 5401.724121
	Iteration 39Q: 3 clusters Score -6396736 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52888 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6396769.500000 Penalty: 5401.724121
	Iteration 40F: 3 clusters Score -6396770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52923 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6396793.500000 Penalty: 5401.724121
	Iteration 41Q: 3 clusters Score -6396794 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52952 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6396821.000000 Penalty: 5401.724121
	Iteration 42Q: 3 clusters Score -6396821 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6396830.500000 Penalty: 5401.724121
	Iteration 43Q: 3 clusters Score -6396830 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52990 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6396835.000000 Penalty: 5401.724121
	Iteration 44Q: 3 clusters Score -6396835 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53000 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6396840.000000 Penalty: 5401.724121
	Iteration 45Q: 3 clusters Score -6396840 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53007 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -6396848.500000 Penalty: 5401.724121
	Iteration 46Q: 3 clusters Score -6396848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6396852.500000 Penalty: 5401.724121
	Iteration 47Q: 3 clusters Score -6396852 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53023 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -6396863.500000 Penalty: 5401.724121
	Iteration 48Q: 3 clusters Score -6396864 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53029 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -6396877.000000 Penalty: 5401.724121
	Iteration 49Q: 3 clusters Score -6396877 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6396884.000000 Penalty: 5401.724121
	Iteration 50Q: 3 clusters Score -6396884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -6396883.000000 Penalty: 5401.724121
	Iteration 51Q: 3 clusters Score -6396883 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -6396883.000000 Penalty: 5401.724121
	Iteration 52Q: 3 clusters Score -6396883 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6396882.500000 Penalty: 5401.724121
	Iteration 53Q: 3 clusters Score -6396882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53041 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -6396882.500000 Penalty: 5401.724121
	Iteration 54Q: 3 clusters Score -6396882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53044 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6396876.000000 Penalty: 5401.724121
	Iteration 55Q: 3 clusters Score -6396876 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53046 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6396878.500000 Penalty: 5401.724121
	Iteration 56Q: 3 clusters Score -6396878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53049 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -6396885.000000 Penalty: 5401.724121
	Iteration 57Q: 3 clusters Score -6396885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53052 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6396885.500000 Penalty: 5401.724121
	Iteration 58Q: 3 clusters Score -6396886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -6396883.500000 Penalty: 5401.724121
	Iteration 59Q: 3 clusters Score -6396884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53057 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6396891.500000 Penalty: 5401.724121
	Iteration 60F: 3 clusters Score -6396892 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6396896.000000 Penalty: 5401.724121
	Iteration 61Q: 3 clusters Score -6396896 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53056 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6396896.000000 Penalty: 5401.724121
	Iteration 62F: 3 clusters Score -6396896 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7693 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Entering Unmasked Estep 
Score: -768699.125000 Penalty: 2219.120361
	Iteration 0F: 2 clusters Score -768699.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -762450.437500 Penalty: 4438.240723
	Iteration 0F: 3 clusters Score -762450.4 nChanged 3071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -764141.437500 Penalty: 4438.240723
	Iteration 1F: 3 clusters Score -764141.4 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -764537.062500 Penalty: 4438.240723
	Iteration 2F: 3 clusters Score -764537.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -764929.000000 Penalty: 4438.240723
	Iteration 3F: 3 clusters Score -764929 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 4423 members 
Entering Unmasked Estep 
Score: -765411.812500 Penalty: 4438.240723
	Iteration 4F: 3 clusters Score -765411.8 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 4575 members 
Entering Unmasked Estep 
Score: -765873.750000 Penalty: 4438.240723
	Iteration 5F: 3 clusters Score -765873.8 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -766318.437500 Penalty: 4438.240723
	Iteration 6F: 3 clusters Score -766318.4 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -766662.562500 Penalty: 4438.240723
	Iteration 7F: 3 clusters Score -766662.6 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -766865.937500 Penalty: 4438.240723
	Iteration 8Q: 3 clusters Score -766865.9 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -767013.687500 Penalty: 4438.240723
	Iteration 9Q: 3 clusters Score -767013.7 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -767125.937500 Penalty: 4438.240723
	Iteration 10Q: 3 clusters Score -767125.9 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -767207.562500 Penalty: 4438.240723
	Iteration 11Q: 3 clusters Score -767207.6 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -767279.312500 Penalty: 4438.240723
	Iteration 12Q: 3 clusters Score -767279.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -767316.437500 Penalty: 4438.240723
	Iteration 13Q: 3 clusters Score -767316.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -767350.187500 Penalty: 4438.240723
	Iteration 14Q: 3 clusters Score -767350.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 5612 members 
Entering Unmasked Estep 
Score: -767368.812500 Penalty: 4438.240723
	Iteration 15Q: 3 clusters Score -767368.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -767381.625000 Penalty: 4438.240723
	Iteration 16Q: 3 clusters Score -767381.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -767389.812500 Penalty: 4438.240723
	Iteration 17Q: 3 clusters Score -767389.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -767397.937500 Penalty: 4438.240723
	Iteration 18Q: 3 clusters Score -767397.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -767407.437500 Penalty: 4438.240723
	Iteration 19Q: 3 clusters Score -767407.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -767413.375000 Penalty: 4438.240723
	Iteration 20F: 3 clusters Score -767413.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -767416.312500 Penalty: 4438.240723
	Iteration 21Q: 3 clusters Score -767416.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -767418.062500 Penalty: 4438.240723
	Iteration 22Q: 3 clusters Score -767418.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -767421.250000 Penalty: 4438.240723
	Iteration 23Q: 3 clusters Score -767421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -767420.375000 Penalty: 4438.240723
	Iteration 24Q: 3 clusters Score -767420.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -767422.187500 Penalty: 4438.240723
	Iteration 25Q: 3 clusters Score -767422.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -767422.562500 Penalty: 4438.240723
	Iteration 26Q: 3 clusters Score -767422.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -767422.562500 Penalty: 4438.240723
	Iteration 27F: 3 clusters Score -767422.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3674 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Entering Unmasked Estep 
Score: -416742.250000 Penalty: 2035.840942
	Iteration 0F: 2 clusters Score -416742.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -413019.937500 Penalty: 4071.681885
	Iteration 0F: 3 clusters Score -413019.9 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -413824.781250 Penalty: 4071.681885
	Iteration 1F: 3 clusters Score -413824.8 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -414020.875000 Penalty: 4071.681885
	Iteration 2F: 3 clusters Score -414020.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -414135.812500 Penalty: 4071.681885
	Iteration 3F: 3 clusters Score -414135.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -414211.281250 Penalty: 4071.681885
	Iteration 4Q: 3 clusters Score -414211.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -414260.375000 Penalty: 4071.681885
	Iteration 5Q: 3 clusters Score -414260.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -414287.343750 Penalty: 4071.681885
	Iteration 6Q: 3 clusters Score -414287.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -414309.781250 Penalty: 4071.681885
	Iteration 7Q: 3 clusters Score -414309.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -414331.031250 Penalty: 4071.681885
	Iteration 8Q: 3 clusters Score -414331 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -414349.968750 Penalty: 4071.681885
	Iteration 9Q: 3 clusters Score -414350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -414365.593750 Penalty: 4071.681885
	Iteration 10Q: 3 clusters Score -414365.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -414378.937500 Penalty: 4071.681885
	Iteration 11Q: 3 clusters Score -414378.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -414387.562500 Penalty: 4071.681885
	Iteration 12Q: 3 clusters Score -414387.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -414397.500000 Penalty: 4071.681885
	Iteration 13Q: 3 clusters Score -414397.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 2011 members 
Entering Unmasked Estep 
Score: -414401.312500 Penalty: 4071.681885
	Iteration 14Q: 3 clusters Score -414401.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -414404.375000 Penalty: 4071.681885
	Iteration 15Q: 3 clusters Score -414404.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -414407.562500 Penalty: 4071.681885
	Iteration 16Q: 3 clusters Score -414407.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -414410.625000 Penalty: 4071.681885
	Iteration 17Q: 3 clusters Score -414410.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -414413.218750 Penalty: 4071.681885
	Iteration 18Q: 3 clusters Score -414413.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -414414.093750 Penalty: 4071.681885
	Iteration 19Q: 3 clusters Score -414414.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -414415.093750 Penalty: 4071.681885
	Iteration 20F: 3 clusters Score -414415.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1174 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Entering Unmasked Estep 
Score: -126676.343750 Penalty: 1752.906616
	Iteration 0F: 2 clusters Score -126676.3 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 576 members 
Entering Unmasked Estep 
Score: -124634.929688 Penalty: 3505.813232
	Iteration 0F: 3 clusters Score -124634.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -124929.406250 Penalty: 3505.813232
	Iteration 1F: 3 clusters Score -124929.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125025.312500 Penalty: 3505.813232
	Iteration 2F: 3 clusters Score -125025.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -125060.390625 Penalty: 3505.813232
	Iteration 3Q: 3 clusters Score -125060.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -125084.164062 Penalty: 3505.813232
	Iteration 4Q: 3 clusters Score -125084.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -125098.195312 Penalty: 3505.813232
	Iteration 5Q: 3 clusters Score -125098.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -125108.070312 Penalty: 3505.813232
	Iteration 6Q: 3 clusters Score -125108.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -125116.601562 Penalty: 3505.813232
	Iteration 7Q: 3 clusters Score -125116.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125122.195312 Penalty: 3505.813232
	Iteration 8Q: 3 clusters Score -125122.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125127.593750 Penalty: 3505.813232
	Iteration 9Q: 3 clusters Score -125127.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125134.429688 Penalty: 3505.813232
	Iteration 10Q: 3 clusters Score -125134.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125142.281250 Penalty: 3505.813232
	Iteration 11Q: 3 clusters Score -125142.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125147.914062 Penalty: 3505.813232
	Iteration 12Q: 3 clusters Score -125147.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125154.164062 Penalty: 3505.813232
	Iteration 13Q: 3 clusters Score -125154.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125157.710938 Penalty: 3505.813232
	Iteration 14Q: 3 clusters Score -125157.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125164.156250 Penalty: 3505.813232
	Iteration 15Q: 3 clusters Score -125164.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125169.492188 Penalty: 3505.813232
	Iteration 16Q: 3 clusters Score -125169.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125171.593750 Penalty: 3505.813232
	Iteration 17Q: 3 clusters Score -125171.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125174.531250 Penalty: 3505.813232
	Iteration 18Q: 3 clusters Score -125174.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125176.984375 Penalty: 3505.813232
	Iteration 19Q: 3 clusters Score -125177 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125179.507812 Penalty: 3505.813232
	Iteration 20F: 3 clusters Score -125179.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -125185.343750 Penalty: 3505.813232
	Iteration 21Q: 3 clusters Score -125185.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -125193.875000 Penalty: 3505.813232
	Iteration 22Q: 3 clusters Score -125193.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125202.679688 Penalty: 3505.813232
	Iteration 23Q: 3 clusters Score -125202.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -125206.507812 Penalty: 3505.813232
	Iteration 24Q: 3 clusters Score -125206.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -125210.671875 Penalty: 3505.813232
	Iteration 25Q: 3 clusters Score -125210.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -125221.531250 Penalty: 3505.813232
	Iteration 26Q: 3 clusters Score -125221.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -125226.109375 Penalty: 3505.813232
	Iteration 27Q: 3 clusters Score -125226.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -125230.570312 Penalty: 3505.813232
	Iteration 28Q: 3 clusters Score -125230.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -125235.921875 Penalty: 3505.813232
	Iteration 29Q: 3 clusters Score -125235.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -125243.296875 Penalty: 3505.813232
	Iteration 30Q: 3 clusters Score -125243.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -125259.664062 Penalty: 3505.813232
	Iteration 31Q: 3 clusters Score -125259.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125271.859375 Penalty: 3505.813232
	Iteration 32Q: 3 clusters Score -125271.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125289.406250 Penalty: 3505.813232
	Iteration 33Q: 3 clusters Score -125289.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125311.906250 Penalty: 3505.813232
	Iteration 34Q: 3 clusters Score -125311.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -125341.703125 Penalty: 3505.813232
	Iteration 35Q: 3 clusters Score -125341.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -125368.203125 Penalty: 3505.813232
	Iteration 36Q: 3 clusters Score -125368.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -125390.617188 Penalty: 3505.813232
	Iteration 37Q: 3 clusters Score -125390.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -125417.445312 Penalty: 3505.813232
	Iteration 38Q: 3 clusters Score -125417.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -125462.023438 Penalty: 3505.813232
	Iteration 39Q: 3 clusters Score -125462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125497.343750 Penalty: 3505.813232
	Iteration 40F: 3 clusters Score -125497.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -125532.648438 Penalty: 3505.813232
	Iteration 41Q: 3 clusters Score -125532.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -125581.570312 Penalty: 3505.813232
	Iteration 42Q: 3 clusters Score -125581.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -125623.343750 Penalty: 3505.813232
	Iteration 43Q: 3 clusters Score -125623.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -125665.539062 Penalty: 3505.813232
	Iteration 44Q: 3 clusters Score -125665.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -125720.210938 Penalty: 3505.813232
	Iteration 45Q: 3 clusters Score -125720.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -125778.468750 Penalty: 3505.813232
	Iteration 46Q: 3 clusters Score -125778.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -125847.031250 Penalty: 3505.813232
	Iteration 47Q: 3 clusters Score -125847 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -125920.617188 Penalty: 3505.813232
	Iteration 48Q: 3 clusters Score -125920.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -125971.296875 Penalty: 3505.813232
	Iteration 49Q: 3 clusters Score -125971.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -126025.250000 Penalty: 3505.813232
	Iteration 50Q: 3 clusters Score -126025.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -126104.429688 Penalty: 3505.813232
	Iteration 51Q: 3 clusters Score -126104.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -126237.125000 Penalty: 3505.813232
	Iteration 52Q: 3 clusters Score -126237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126255.804688 Penalty: 3505.813232
	Iteration 53Q: 3 clusters Score -126255.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -126255.804688 Penalty: 3505.813232
	Iteration 54F: 3 clusters Score -126255.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Entering Unmasked Estep 
Score: -1227976.625000 Penalty: 2291.037109
	Iteration 0F: 2 clusters Score -1227977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -1220074.125000 Penalty: 4582.074219
	Iteration 0F: 3 clusters Score -1220074 nChanged 4342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1222422.250000 Penalty: 4582.074219
	Iteration 1F: 3 clusters Score -1222422 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1222677.000000 Penalty: 4582.074219
	Iteration 2F: 3 clusters Score -1222677 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -1222862.250000 Penalty: 4582.074219
	Iteration 3Q: 3 clusters Score -1222862 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1223001.625000 Penalty: 4582.074219
	Iteration 4Q: 3 clusters Score -1223002 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -1223122.500000 Penalty: 4582.074219
	Iteration 5Q: 3 clusters Score -1223122 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -1223230.000000 Penalty: 4582.074219
	Iteration 6Q: 3 clusters Score -1223230 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -1223329.625000 Penalty: 4582.074219
	Iteration 7Q: 3 clusters Score -1223330 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1223412.375000 Penalty: 4582.074219
	Iteration 8Q: 3 clusters Score -1223412 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1223496.125000 Penalty: 4582.074219
	Iteration 9Q: 3 clusters Score -1223496 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -1223569.250000 Penalty: 4582.074219
	Iteration 10Q: 3 clusters Score -1223569 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1223648.375000 Penalty: 4582.074219
	Iteration 11Q: 3 clusters Score -1223648 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1223726.625000 Penalty: 4582.074219
	Iteration 12Q: 3 clusters Score -1223727 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6156 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -1223802.875000 Penalty: 4582.074219
	Iteration 13Q: 3 clusters Score -1223803 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -1223900.750000 Penalty: 4582.074219
	Iteration 14Q: 3 clusters Score -1223901 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -1224014.250000 Penalty: 4582.074219
	Iteration 15Q: 3 clusters Score -1224014 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1224113.250000 Penalty: 4582.074219
	Iteration 16Q: 3 clusters Score -1224113 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -1224248.375000 Penalty: 4582.074219
	Iteration 17Q: 3 clusters Score -1224248 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -1224385.250000 Penalty: 4582.074219
	Iteration 18Q: 3 clusters Score -1224385 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1224513.125000 Penalty: 4582.074219
	Iteration 19Q: 3 clusters Score -1224513 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -1224635.250000 Penalty: 4582.074219
	Iteration 20F: 3 clusters Score -1224635 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -1224734.625000 Penalty: 4582.074219
	Iteration 21Q: 3 clusters Score -1224735 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1224827.750000 Penalty: 4582.074219
	Iteration 22Q: 3 clusters Score -1224828 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7460 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -1224908.375000 Penalty: 4582.074219
	Iteration 23Q: 3 clusters Score -1224908 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1224970.875000 Penalty: 4582.074219
	Iteration 24Q: 3 clusters Score -1224971 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -1225026.625000 Penalty: 4582.074219
	Iteration 25Q: 3 clusters Score -1225027 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -1225079.875000 Penalty: 4582.074219
	Iteration 26Q: 3 clusters Score -1225080 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -1225125.750000 Penalty: 4582.074219
	Iteration 27Q: 3 clusters Score -1225126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1225152.000000 Penalty: 4582.074219
	Iteration 28Q: 3 clusters Score -1225152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -1225178.000000 Penalty: 4582.074219
	Iteration 29Q: 3 clusters Score -1225178 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1225215.625000 Penalty: 4582.074219
	Iteration 30Q: 3 clusters Score -1225216 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1225253.500000 Penalty: 4582.074219
	Iteration 31Q: 3 clusters Score -1225254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1225282.375000 Penalty: 4582.074219
	Iteration 32Q: 3 clusters Score -1225282 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1225313.625000 Penalty: 4582.074219
	Iteration 33Q: 3 clusters Score -1225314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1225341.625000 Penalty: 4582.074219
	Iteration 34Q: 3 clusters Score -1225342 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1225365.375000 Penalty: 4582.074219
	Iteration 35Q: 3 clusters Score -1225365 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8504 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1225386.500000 Penalty: 4582.074219
	Iteration 36Q: 3 clusters Score -1225386 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8540 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1225401.750000 Penalty: 4582.074219
	Iteration 37Q: 3 clusters Score -1225402 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -1225422.500000 Penalty: 4582.074219
	Iteration 38Q: 3 clusters Score -1225422 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1225440.125000 Penalty: 4582.074219
	Iteration 39Q: 3 clusters Score -1225440 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -1225461.875000 Penalty: 4582.074219
	Iteration 40F: 3 clusters Score -1225462 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1225481.375000 Penalty: 4582.074219
	Iteration 41Q: 3 clusters Score -1225481 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8768 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1225495.500000 Penalty: 4582.074219
	Iteration 42Q: 3 clusters Score -1225496 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1225507.375000 Penalty: 4582.074219
	Iteration 43Q: 3 clusters Score -1225507 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8832 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1225525.375000 Penalty: 4582.074219
	Iteration 44Q: 3 clusters Score -1225525 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1225538.375000 Penalty: 4582.074219
	Iteration 45Q: 3 clusters Score -1225538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1225546.000000 Penalty: 4582.074219
	Iteration 46Q: 3 clusters Score -1225546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1225556.500000 Penalty: 4582.074219
	Iteration 47Q: 3 clusters Score -1225556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -1225567.625000 Penalty: 4582.074219
	Iteration 48Q: 3 clusters Score -1225568 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -1225578.000000 Penalty: 4582.074219
	Iteration 49Q: 3 clusters Score -1225578 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1225587.125000 Penalty: 4582.074219
	Iteration 50Q: 3 clusters Score -1225587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1225603.750000 Penalty: 4582.074219
	Iteration 51Q: 3 clusters Score -1225604 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9043 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1225614.375000 Penalty: 4582.074219
	Iteration 52Q: 3 clusters Score -1225614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1225629.250000 Penalty: 4582.074219
	Iteration 53Q: 3 clusters Score -1225629 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -1225651.625000 Penalty: 4582.074219
	Iteration 54Q: 3 clusters Score -1225652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1225666.250000 Penalty: 4582.074219
	Iteration 55Q: 3 clusters Score -1225666 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1225681.750000 Penalty: 4582.074219
	Iteration 56Q: 3 clusters Score -1225682 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -1225689.250000 Penalty: 4582.074219
	Iteration 57Q: 3 clusters Score -1225689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1225698.500000 Penalty: 4582.074219
	Iteration 58Q: 3 clusters Score -1225698 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -1225709.000000 Penalty: 4582.074219
	Iteration 59Q: 3 clusters Score -1225709 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -1225716.250000 Penalty: 4582.074219
	Iteration 60F: 3 clusters Score -1225716 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9277 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1225724.125000 Penalty: 4582.074219
	Iteration 61Q: 3 clusters Score -1225724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -1225730.500000 Penalty: 4582.074219
	Iteration 62Q: 3 clusters Score -1225730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -1225734.875000 Penalty: 4582.074219
	Iteration 63Q: 3 clusters Score -1225735 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -1225740.000000 Penalty: 4582.074219
	Iteration 64Q: 3 clusters Score -1225740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9330 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1225747.875000 Penalty: 4582.074219
	Iteration 65Q: 3 clusters Score -1225748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9347 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1225755.375000 Penalty: 4582.074219
	Iteration 66Q: 3 clusters Score -1225755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1225763.250000 Penalty: 4582.074219
	Iteration 67Q: 3 clusters Score -1225763 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -1225768.125000 Penalty: 4582.074219
	Iteration 68Q: 3 clusters Score -1225768 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9392 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1225774.125000 Penalty: 4582.074219
	Iteration 69Q: 3 clusters Score -1225774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -1225785.750000 Penalty: 4582.074219
	Iteration 70Q: 3 clusters Score -1225786 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -1225797.625000 Penalty: 4582.074219
	Iteration 71Q: 3 clusters Score -1225798 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -1225806.500000 Penalty: 4582.074219
	Iteration 72Q: 3 clusters Score -1225806 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1225820.875000 Penalty: 4582.074219
	Iteration 73Q: 3 clusters Score -1225821 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1225827.500000 Penalty: 4582.074219
	Iteration 74Q: 3 clusters Score -1225828 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1225841.375000 Penalty: 4582.074219
	Iteration 75Q: 3 clusters Score -1225841 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9514 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -1225844.875000 Penalty: 4582.074219
	Iteration 76Q: 3 clusters Score -1225845 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1225850.875000 Penalty: 4582.074219
	Iteration 77Q: 3 clusters Score -1225851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1225852.125000 Penalty: 4582.074219
	Iteration 78Q: 3 clusters Score -1225852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1225853.250000 Penalty: 4582.074219
	Iteration 79Q: 3 clusters Score -1225853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -1225852.750000 Penalty: 4582.074219
	Iteration 80F: 3 clusters Score -1225853 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9534 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -1225854.500000 Penalty: 4582.074219
	Iteration 81Q: 3 clusters Score -1225854 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9537 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -1225856.875000 Penalty: 4582.074219
	Iteration 82Q: 3 clusters Score -1225857 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -1225864.375000 Penalty: 4582.074219
	Iteration 83Q: 3 clusters Score -1225864 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9551 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1225870.000000 Penalty: 4582.074219
	Iteration 84Q: 3 clusters Score -1225870 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -1225877.375000 Penalty: 4582.074219
	Iteration 85Q: 3 clusters Score -1225877 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -1225884.000000 Penalty: 4582.074219
	Iteration 86Q: 3 clusters Score -1225884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1225887.750000 Penalty: 4582.074219
	Iteration 87Q: 3 clusters Score -1225888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1225889.625000 Penalty: 4582.074219
	Iteration 88Q: 3 clusters Score -1225890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1225893.500000 Penalty: 4582.074219
	Iteration 89Q: 3 clusters Score -1225894 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -1225895.375000 Penalty: 4582.074219
	Iteration 90Q: 3 clusters Score -1225895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -1225899.750000 Penalty: 4582.074219
	Iteration 91Q: 3 clusters Score -1225900 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -1225903.000000 Penalty: 4582.074219
	Iteration 92Q: 3 clusters Score -1225903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9613 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -1225904.750000 Penalty: 4582.074219
	Iteration 93Q: 3 clusters Score -1225905 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1225906.875000 Penalty: 4582.074219
	Iteration 94Q: 3 clusters Score -1225907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1225906.875000 Penalty: 4582.074219
	Iteration 95Q: 3 clusters Score -1225907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1225909.250000 Penalty: 4582.074219
	Iteration 96Q: 3 clusters Score -1225909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1225908.875000 Penalty: 4582.074219
	Iteration 97Q: 3 clusters Score -1225909 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1225910.750000 Penalty: 4582.074219
	Iteration 98Q: 3 clusters Score -1225911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1225913.750000 Penalty: 4582.074219
	Iteration 99Q: 3 clusters Score -1225914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9627 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1225914.375000 Penalty: 4582.074219
	Iteration 100F: 3 clusters Score -1225914 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1225913.000000 Penalty: 4582.074219
	Iteration 101Q: 3 clusters Score -1225913 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -1225913.000000 Penalty: 4582.074219
	Iteration 102F: 3 clusters Score -1225913 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Entering Unmasked Estep 
Score: -402245.718750 Penalty: 2094.319824
	Iteration 0F: 2 clusters Score -402245.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -398039.843750 Penalty: 4188.639648
	Iteration 0F: 3 clusters Score -398039.8 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -398970.437500 Penalty: 4188.639648
	Iteration 1F: 3 clusters Score -398970.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -399203.437500 Penalty: 4188.639648
	Iteration 2F: 3 clusters Score -399203.4 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -399371.656250 Penalty: 4188.639648
	Iteration 3F: 3 clusters Score -399371.7 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -399517.750000 Penalty: 4188.639648
	Iteration 4Q: 3 clusters Score -399517.8 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -399658.093750 Penalty: 4188.639648
	Iteration 5Q: 3 clusters Score -399658.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -399790.625000 Penalty: 4188.639648
	Iteration 6Q: 3 clusters Score -399790.6 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -399908.343750 Penalty: 4188.639648
	Iteration 7Q: 3 clusters Score -399908.3 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -400046.093750 Penalty: 4188.639648
	Iteration 8Q: 3 clusters Score -400046.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2405 members 
Entering Unmasked Estep 
Score: -400182.562500 Penalty: 4188.639648
	Iteration 9Q: 3 clusters Score -400182.6 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -400321.312500 Penalty: 4188.639648
	Iteration 10Q: 3 clusters Score -400321.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -400439.000000 Penalty: 4188.639648
	Iteration 11Q: 3 clusters Score -400439 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -400522.468750 Penalty: 4188.639648
	Iteration 12Q: 3 clusters Score -400522.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -400590.750000 Penalty: 4188.639648
	Iteration 13Q: 3 clusters Score -400590.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -400649.781250 Penalty: 4188.639648
	Iteration 14Q: 3 clusters Score -400649.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -400701.156250 Penalty: 4188.639648
	Iteration 15Q: 3 clusters Score -400701.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -400739.781250 Penalty: 4188.639648
	Iteration 16Q: 3 clusters Score -400739.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -400766.968750 Penalty: 4188.639648
	Iteration 17Q: 3 clusters Score -400767 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -400790.375000 Penalty: 4188.639648
	Iteration 18Q: 3 clusters Score -400790.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -400804.281250 Penalty: 4188.639648
	Iteration 19Q: 3 clusters Score -400804.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -400815.562500 Penalty: 4188.639648
	Iteration 20F: 3 clusters Score -400815.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -400821.937500 Penalty: 4188.639648
	Iteration 21Q: 3 clusters Score -400821.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -400823.406250 Penalty: 4188.639648
	Iteration 22Q: 3 clusters Score -400823.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -400826.000000 Penalty: 4188.639648
	Iteration 23Q: 3 clusters Score -400826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -400830.937500 Penalty: 4188.639648
	Iteration 24Q: 3 clusters Score -400830.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -400833.093750 Penalty: 4188.639648
	Iteration 25Q: 3 clusters Score -400833.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -400834.062500 Penalty: 4188.639648
	Iteration 26Q: 3 clusters Score -400834.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -400835.343750 Penalty: 4188.639648
	Iteration 27Q: 3 clusters Score -400835.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -400835.250000 Penalty: 4188.639648
	Iteration 28Q: 3 clusters Score -400835.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -400834.781250 Penalty: 4188.639648
	Iteration 29Q: 3 clusters Score -400834.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -400834.781250 Penalty: 4188.639648
	Iteration 30F: 3 clusters Score -400834.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Entering Unmasked Estep 
Score: -1998114.875000 Penalty: 2426.634521
	Iteration 0F: 2 clusters Score -1998115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -1985492.500000 Penalty: 4853.269043
	Iteration 0F: 3 clusters Score -1985492 nChanged 7756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 8600 members 
Entering Unmasked Estep 
Score: -1989713.125000 Penalty: 4853.269043
	Iteration 1F: 3 clusters Score -1989713 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 8467 members 
Entering Unmasked Estep 
Score: -1990129.625000 Penalty: 4853.269043
	Iteration 2F: 3 clusters Score -1990130 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 8293 members 
Entering Unmasked Estep 
Score: -1990452.875000 Penalty: 4853.269043
	Iteration 3Q: 3 clusters Score -1990453 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1990745.625000 Penalty: 4853.269043
	Iteration 4Q: 3 clusters Score -1990746 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1991025.500000 Penalty: 4853.269043
	Iteration 5Q: 3 clusters Score -1991026 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10255 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -1991296.625000 Penalty: 4853.269043
	Iteration 6Q: 3 clusters Score -1991297 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 7175 members 
Entering Unmasked Estep 
Score: -1991566.500000 Penalty: 4853.269043
	Iteration 7Q: 3 clusters Score -1991566 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1991871.875000 Penalty: 4853.269043
	Iteration 8Q: 3 clusters Score -1991872 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -1992242.375000 Penalty: 4853.269043
	Iteration 9Q: 3 clusters Score -1992242 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12143 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -1992651.250000 Penalty: 4853.269043
	Iteration 10Q: 3 clusters Score -1992651 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12755 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1993088.250000 Penalty: 4853.269043
	Iteration 11Q: 3 clusters Score -1993088 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -1993501.125000 Penalty: 4853.269043
	Iteration 12Q: 3 clusters Score -1993501 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -1993922.125000 Penalty: 4853.269043
	Iteration 13Q: 3 clusters Score -1993922 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1994322.750000 Penalty: 4853.269043
	Iteration 14Q: 3 clusters Score -1994323 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1994680.375000 Penalty: 4853.269043
	Iteration 15Q: 3 clusters Score -1994680 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1994983.750000 Penalty: 4853.269043
	Iteration 16Q: 3 clusters Score -1994984 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -1995242.875000 Penalty: 4853.269043
	Iteration 17Q: 3 clusters Score -1995243 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1995453.250000 Penalty: 4853.269043
	Iteration 18Q: 3 clusters Score -1995453 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16322 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -1995626.875000 Penalty: 4853.269043
	Iteration 19Q: 3 clusters Score -1995627 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -1995739.875000 Penalty: 4853.269043
	Iteration 20F: 3 clusters Score -1995740 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1995824.250000 Penalty: 4853.269043
	Iteration 21Q: 3 clusters Score -1995824 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16713 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1995889.500000 Penalty: 4853.269043
	Iteration 22Q: 3 clusters Score -1995890 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -1995927.500000 Penalty: 4853.269043
	Iteration 23Q: 3 clusters Score -1995928 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -1995956.750000 Penalty: 4853.269043
	Iteration 24Q: 3 clusters Score -1995957 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -1995976.750000 Penalty: 4853.269043
	Iteration 25Q: 3 clusters Score -1995977 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1995998.875000 Penalty: 4853.269043
	Iteration 26Q: 3 clusters Score -1995999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1996020.250000 Penalty: 4853.269043
	Iteration 27Q: 3 clusters Score -1996020 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -1996038.250000 Penalty: 4853.269043
	Iteration 28Q: 3 clusters Score -1996038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16987 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1996057.125000 Penalty: 4853.269043
	Iteration 29Q: 3 clusters Score -1996057 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1996070.000000 Penalty: 4853.269043
	Iteration 30Q: 3 clusters Score -1996070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17023 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -1996081.500000 Penalty: 4853.269043
	Iteration 31Q: 3 clusters Score -1996082 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17037 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1996091.250000 Penalty: 4853.269043
	Iteration 32Q: 3 clusters Score -1996091 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -1996110.750000 Penalty: 4853.269043
	Iteration 33Q: 3 clusters Score -1996111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17072 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -1996118.250000 Penalty: 4853.269043
	Iteration 34Q: 3 clusters Score -1996118 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17084 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -1996124.000000 Penalty: 4853.269043
	Iteration 35Q: 3 clusters Score -1996124 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -1996127.125000 Penalty: 4853.269043
	Iteration 36Q: 3 clusters Score -1996127 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17098 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -1996128.375000 Penalty: 4853.269043
	Iteration 37Q: 3 clusters Score -1996128 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -1996130.125000 Penalty: 4853.269043
	Iteration 38Q: 3 clusters Score -1996130 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -1996138.625000 Penalty: 4853.269043
	Iteration 39Q: 3 clusters Score -1996139 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -1996142.500000 Penalty: 4853.269043
	Iteration 40F: 3 clusters Score -1996142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -1996143.750000 Penalty: 4853.269043
	Iteration 41Q: 3 clusters Score -1996144 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -1996154.625000 Penalty: 4853.269043
	Iteration 42Q: 3 clusters Score -1996155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17144 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1996156.000000 Penalty: 4853.269043
	Iteration 43Q: 3 clusters Score -1996156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17146 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1996157.000000 Penalty: 4853.269043
	Iteration 44Q: 3 clusters Score -1996157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -1996158.000000 Penalty: 4853.269043
	Iteration 45Q: 3 clusters Score -1996158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1996161.125000 Penalty: 4853.269043
	Iteration 46Q: 3 clusters Score -1996161 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17157 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -1996162.875000 Penalty: 4853.269043
	Iteration 47Q: 3 clusters Score -1996163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1996166.750000 Penalty: 4853.269043
	Iteration 48Q: 3 clusters Score -1996167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1996172.250000 Penalty: 4853.269043
	Iteration 49Q: 3 clusters Score -1996172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17167 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1996172.250000 Penalty: 4853.269043
	Iteration 50F: 3 clusters Score -1996172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Entering Unmasked Estep 
Score: -925558.187500 Penalty: 2238.253418
	Iteration 0F: 2 clusters Score -925558.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -918936.062500 Penalty: 4476.506836
	Iteration 0F: 3 clusters Score -918936.1 nChanged 3353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -920718.187500 Penalty: 4476.506836
	Iteration 1F: 3 clusters Score -920718.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -921049.812500 Penalty: 4476.506836
	Iteration 2F: 3 clusters Score -921049.8 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -921379.687500 Penalty: 4476.506836
	Iteration 3F: 3 clusters Score -921379.7 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4664 members 
Entering Unmasked Estep 
Score: -921630.000000 Penalty: 4476.506836
	Iteration 4Q: 3 clusters Score -921630 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -921838.000000 Penalty: 4476.506836
	Iteration 5Q: 3 clusters Score -921838 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -922014.000000 Penalty: 4476.506836
	Iteration 6Q: 3 clusters Score -922014 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -922197.000000 Penalty: 4476.506836
	Iteration 7Q: 3 clusters Score -922197 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -922361.062500 Penalty: 4476.506836
	Iteration 8Q: 3 clusters Score -922361.1 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -922504.562500 Penalty: 4476.506836
	Iteration 9Q: 3 clusters Score -922504.6 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -922626.937500 Penalty: 4476.506836
	Iteration 10Q: 3 clusters Score -922626.9 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -922764.000000 Penalty: 4476.506836
	Iteration 11Q: 3 clusters Score -922764 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -922887.062500 Penalty: 4476.506836
	Iteration 12Q: 3 clusters Score -922887.1 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -923016.125000 Penalty: 4476.506836
	Iteration 13Q: 3 clusters Score -923016.1 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -923132.312500 Penalty: 4476.506836
	Iteration 14Q: 3 clusters Score -923132.3 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -923232.750000 Penalty: 4476.506836
	Iteration 15Q: 3 clusters Score -923232.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4729 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -923329.875000 Penalty: 4476.506836
	Iteration 16Q: 3 clusters Score -923329.9 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -923421.500000 Penalty: 4476.506836
	Iteration 17Q: 3 clusters Score -923421.5 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -923498.937500 Penalty: 4476.506836
	Iteration 18Q: 3 clusters Score -923498.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -923553.875000 Penalty: 4476.506836
	Iteration 19Q: 3 clusters Score -923553.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -923609.937500 Penalty: 4476.506836
	Iteration 20F: 3 clusters Score -923609.9 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -923662.812500 Penalty: 4476.506836
	Iteration 21Q: 3 clusters Score -923662.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -923707.250000 Penalty: 4476.506836
	Iteration 22Q: 3 clusters Score -923707.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5443 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -923740.812500 Penalty: 4476.506836
	Iteration 23Q: 3 clusters Score -923740.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -923779.750000 Penalty: 4476.506836
	Iteration 24Q: 3 clusters Score -923779.8 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -923824.937500 Penalty: 4476.506836
	Iteration 25Q: 3 clusters Score -923824.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -923855.062500 Penalty: 4476.506836
	Iteration 26Q: 3 clusters Score -923855.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -923881.875000 Penalty: 4476.506836
	Iteration 27Q: 3 clusters Score -923881.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -923911.000000 Penalty: 4476.506836
	Iteration 28Q: 3 clusters Score -923911 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -923937.437500 Penalty: 4476.506836
	Iteration 29Q: 3 clusters Score -923937.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -923961.250000 Penalty: 4476.506836
	Iteration 30Q: 3 clusters Score -923961.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -923993.125000 Penalty: 4476.506836
	Iteration 31Q: 3 clusters Score -923993.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6032 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -924028.375000 Penalty: 4476.506836
	Iteration 32Q: 3 clusters Score -924028.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -924069.000000 Penalty: 4476.506836
	Iteration 33Q: 3 clusters Score -924069 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -924112.312500 Penalty: 4476.506836
	Iteration 34Q: 3 clusters Score -924112.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -924137.812500 Penalty: 4476.506836
	Iteration 35Q: 3 clusters Score -924137.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -924165.562500 Penalty: 4476.506836
	Iteration 36Q: 3 clusters Score -924165.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6377 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -924189.687500 Penalty: 4476.506836
	Iteration 37Q: 3 clusters Score -924189.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -924204.750000 Penalty: 4476.506836
	Iteration 38Q: 3 clusters Score -924204.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -924222.937500 Penalty: 4476.506836
	Iteration 39Q: 3 clusters Score -924222.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -924238.625000 Penalty: 4476.506836
	Iteration 40F: 3 clusters Score -924238.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -924252.250000 Penalty: 4476.506836
	Iteration 41Q: 3 clusters Score -924252.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -924262.687500 Penalty: 4476.506836
	Iteration 42Q: 3 clusters Score -924262.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -924271.937500 Penalty: 4476.506836
	Iteration 43Q: 3 clusters Score -924271.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -924277.562500 Penalty: 4476.506836
	Iteration 44Q: 3 clusters Score -924277.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -924285.437500 Penalty: 4476.506836
	Iteration 45Q: 3 clusters Score -924285.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6634 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -924287.250000 Penalty: 4476.506836
	Iteration 46Q: 3 clusters Score -924287.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -924287.437500 Penalty: 4476.506836
	Iteration 47Q: 3 clusters Score -924287.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -924289.812500 Penalty: 4476.506836
	Iteration 48Q: 3 clusters Score -924289.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -924293.312500 Penalty: 4476.506836
	Iteration 49Q: 3 clusters Score -924293.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -924294.312500 Penalty: 4476.506836
	Iteration 50Q: 3 clusters Score -924294.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -924298.625000 Penalty: 4476.506836
	Iteration 51Q: 3 clusters Score -924298.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -924300.187500 Penalty: 4476.506836
	Iteration 52Q: 3 clusters Score -924300.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -924301.687500 Penalty: 4476.506836
	Iteration 53Q: 3 clusters Score -924301.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6706 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -924308.125000 Penalty: 4476.506836
	Iteration 54Q: 3 clusters Score -924308.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -924313.250000 Penalty: 4476.506836
	Iteration 55Q: 3 clusters Score -924313.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -924319.937500 Penalty: 4476.506836
	Iteration 56Q: 3 clusters Score -924319.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -924324.812500 Penalty: 4476.506836
	Iteration 57Q: 3 clusters Score -924324.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -924331.750000 Penalty: 4476.506836
	Iteration 58Q: 3 clusters Score -924331.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6787 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -924339.375000 Penalty: 4476.506836
	Iteration 59Q: 3 clusters Score -924339.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -924341.875000 Penalty: 4476.506836
	Iteration 60F: 3 clusters Score -924341.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -924346.250000 Penalty: 4476.506836
	Iteration 61Q: 3 clusters Score -924346.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -924353.625000 Penalty: 4476.506836
	Iteration 62Q: 3 clusters Score -924353.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -924359.687500 Penalty: 4476.506836
	Iteration 63Q: 3 clusters Score -924359.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -924364.687500 Penalty: 4476.506836
	Iteration 64Q: 3 clusters Score -924364.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -924370.812500 Penalty: 4476.506836
	Iteration 65Q: 3 clusters Score -924370.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -924376.562500 Penalty: 4476.506836
	Iteration 66Q: 3 clusters Score -924376.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6907 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -924379.437500 Penalty: 4476.506836
	Iteration 67Q: 3 clusters Score -924379.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -924381.125000 Penalty: 4476.506836
	Iteration 68Q: 3 clusters Score -924381.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -924382.937500 Penalty: 4476.506836
	Iteration 69Q: 3 clusters Score -924382.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -924384.750000 Penalty: 4476.506836
	Iteration 70Q: 3 clusters Score -924384.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -924386.187500 Penalty: 4476.506836
	Iteration 71Q: 3 clusters Score -924386.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -924387.875000 Penalty: 4476.506836
	Iteration 72Q: 3 clusters Score -924387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -924389.187500 Penalty: 4476.506836
	Iteration 73Q: 3 clusters Score -924389.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -924390.687500 Penalty: 4476.506836
	Iteration 74Q: 3 clusters Score -924390.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -924389.937500 Penalty: 4476.506836
	Iteration 75Q: 3 clusters Score -924389.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -924391.375000 Penalty: 4476.506836
	Iteration 76Q: 3 clusters Score -924391.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -924391.625000 Penalty: 4476.506836
	Iteration 77Q: 3 clusters Score -924391.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -924393.562500 Penalty: 4476.506836
	Iteration 78Q: 3 clusters Score -924393.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -924395.375000 Penalty: 4476.506836
	Iteration 79Q: 3 clusters Score -924395.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -924396.062500 Penalty: 4476.506836
	Iteration 80F: 3 clusters Score -924396.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -924396.812500 Penalty: 4476.506836
	Iteration 81Q: 3 clusters Score -924396.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -924398.687500 Penalty: 4476.506836
	Iteration 82Q: 3 clusters Score -924398.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -924399.687500 Penalty: 4476.506836
	Iteration 83Q: 3 clusters Score -924399.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -924400.750000 Penalty: 4476.506836
	Iteration 84Q: 3 clusters Score -924400.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -924400.750000 Penalty: 4476.506836
	Iteration 85F: 3 clusters Score -924400.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (15045 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Entering Unmasked Estep 
Score: -1798542.625000 Penalty: 2385.462646
	Iteration 0F: 2 clusters Score -1798543 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 7458 members 
Entering Unmasked Estep 
Score: -1787628.875000 Penalty: 4770.925293
	Iteration 0F: 3 clusters Score -1787629 nChanged 6443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -1791033.500000 Penalty: 4770.925293
	Iteration 1F: 3 clusters Score -1791034 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -1791414.500000 Penalty: 4770.925293
	Iteration 2F: 3 clusters Score -1791414 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -1791698.125000 Penalty: 4770.925293
	Iteration 3Q: 3 clusters Score -1791698 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 6768 members 
Entering Unmasked Estep 
Score: -1791929.625000 Penalty: 4770.925293
	Iteration 4Q: 3 clusters Score -1791930 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8432 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -1792152.750000 Penalty: 4770.925293
	Iteration 5Q: 3 clusters Score -1792153 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -1792380.875000 Penalty: 4770.925293
	Iteration 6Q: 3 clusters Score -1792381 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -1792630.125000 Penalty: 4770.925293
	Iteration 7Q: 3 clusters Score -1792630 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1792923.125000 Penalty: 4770.925293
	Iteration 8Q: 3 clusters Score -1792923 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1793227.125000 Penalty: 4770.925293
	Iteration 9Q: 3 clusters Score -1793227 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9749 members 
Mstep: Class 2 contains 5296 members 
Entering Unmasked Estep 
Score: -1793574.500000 Penalty: 4770.925293
	Iteration 10Q: 3 clusters Score -1793574 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -1793966.875000 Penalty: 4770.925293
	Iteration 11Q: 3 clusters Score -1793967 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -1794400.625000 Penalty: 4770.925293
	Iteration 12Q: 3 clusters Score -1794401 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10865 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1794789.375000 Penalty: 4770.925293
	Iteration 13Q: 3 clusters Score -1794789 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1795094.500000 Penalty: 4770.925293
	Iteration 14Q: 3 clusters Score -1795094 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1795349.125000 Penalty: 4770.925293
	Iteration 15Q: 3 clusters Score -1795349 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1795577.375000 Penalty: 4770.925293
	Iteration 16Q: 3 clusters Score -1795577 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -1795747.750000 Penalty: 4770.925293
	Iteration 17Q: 3 clusters Score -1795748 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -1795875.375000 Penalty: 4770.925293
	Iteration 18Q: 3 clusters Score -1795875 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -1795955.625000 Penalty: 4770.925293
	Iteration 19Q: 3 clusters Score -1795956 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12388 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -1796022.125000 Penalty: 4770.925293
	Iteration 20F: 3 clusters Score -1796022 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1796065.875000 Penalty: 4770.925293
	Iteration 21Q: 3 clusters Score -1796066 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12580 members 
Mstep: Class 2 contains 2465 members 
Entering Unmasked Estep 
Score: -1796111.375000 Penalty: 4770.925293
	Iteration 22Q: 3 clusters Score -1796111 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12642 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -1796141.000000 Penalty: 4770.925293
	Iteration 23Q: 3 clusters Score -1796141 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1796167.750000 Penalty: 4770.925293
	Iteration 24Q: 3 clusters Score -1796168 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1796192.750000 Penalty: 4770.925293
	Iteration 25Q: 3 clusters Score -1796193 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1796212.750000 Penalty: 4770.925293
	Iteration 26Q: 3 clusters Score -1796213 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -1796229.500000 Penalty: 4770.925293
	Iteration 27Q: 3 clusters Score -1796230 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1796247.875000 Penalty: 4770.925293
	Iteration 28Q: 3 clusters Score -1796248 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1796265.875000 Penalty: 4770.925293
	Iteration 29Q: 3 clusters Score -1796266 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -1796282.125000 Penalty: 4770.925293
	Iteration 30Q: 3 clusters Score -1796282 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13027 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1796294.125000 Penalty: 4770.925293
	Iteration 31Q: 3 clusters Score -1796294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1796305.375000 Penalty: 4770.925293
	Iteration 32Q: 3 clusters Score -1796305 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1796319.125000 Penalty: 4770.925293
	Iteration 33Q: 3 clusters Score -1796319 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1796331.750000 Penalty: 4770.925293
	Iteration 34Q: 3 clusters Score -1796332 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1796340.875000 Penalty: 4770.925293
	Iteration 35Q: 3 clusters Score -1796341 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1796349.750000 Penalty: 4770.925293
	Iteration 36Q: 3 clusters Score -1796350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13229 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1796360.500000 Penalty: 4770.925293
	Iteration 37Q: 3 clusters Score -1796360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13254 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1796371.750000 Penalty: 4770.925293
	Iteration 38Q: 3 clusters Score -1796372 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1796377.125000 Penalty: 4770.925293
	Iteration 39Q: 3 clusters Score -1796377 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1796382.875000 Penalty: 4770.925293
	Iteration 40F: 3 clusters Score -1796383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1796387.875000 Penalty: 4770.925293
	Iteration 41Q: 3 clusters Score -1796388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -1796387.500000 Penalty: 4770.925293
	Iteration 42Q: 3 clusters Score -1796388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13312 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -1796392.250000 Penalty: 4770.925293
	Iteration 43Q: 3 clusters Score -1796392 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -1796392.875000 Penalty: 4770.925293
	Iteration 44Q: 3 clusters Score -1796393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -1796393.500000 Penalty: 4770.925293
	Iteration 45Q: 3 clusters Score -1796394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13328 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1796397.000000 Penalty: 4770.925293
	Iteration 46Q: 3 clusters Score -1796397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13338 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1796398.875000 Penalty: 4770.925293
	Iteration 47Q: 3 clusters Score -1796399 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -1796402.375000 Penalty: 4770.925293
	Iteration 48Q: 3 clusters Score -1796402 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13349 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -1796404.875000 Penalty: 4770.925293
	Iteration 49Q: 3 clusters Score -1796405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1796409.875000 Penalty: 4770.925293
	Iteration 50Q: 3 clusters Score -1796410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1796411.250000 Penalty: 4770.925293
	Iteration 51Q: 3 clusters Score -1796411 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13372 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -1796411.625000 Penalty: 4770.925293
	Iteration 52Q: 3 clusters Score -1796412 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13381 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -1796414.875000 Penalty: 4770.925293
	Iteration 53Q: 3 clusters Score -1796415 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1796420.750000 Penalty: 4770.925293
	Iteration 54Q: 3 clusters Score -1796421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -1796420.625000 Penalty: 4770.925293
	Iteration 55Q: 3 clusters Score -1796421 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13415 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1796423.875000 Penalty: 4770.925293
	Iteration 56Q: 3 clusters Score -1796424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -1796425.375000 Penalty: 4770.925293
	Iteration 57Q: 3 clusters Score -1796425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -1796427.375000 Penalty: 4770.925293
	Iteration 58Q: 3 clusters Score -1796427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -1796432.000000 Penalty: 4770.925293
	Iteration 59Q: 3 clusters Score -1796432 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1796433.125000 Penalty: 4770.925293
	Iteration 60F: 3 clusters Score -1796433 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -1796432.500000 Penalty: 4770.925293
	Iteration 61Q: 3 clusters Score -1796432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13434 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1796430.750000 Penalty: 4770.925293
	Iteration 62Q: 3 clusters Score -1796431 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13437 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1796433.875000 Penalty: 4770.925293
	Iteration 63Q: 3 clusters Score -1796434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1796434.875000 Penalty: 4770.925293
	Iteration 64Q: 3 clusters Score -1796435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -1796435.625000 Penalty: 4770.925293
	Iteration 65Q: 3 clusters Score -1796436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1796436.875000 Penalty: 4770.925293
	Iteration 66Q: 3 clusters Score -1796437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13443 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1796436.875000 Penalty: 4770.925293
	Iteration 67Q: 3 clusters Score -1796437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -1796434.000000 Penalty: 4770.925293
	Iteration 68Q: 3 clusters Score -1796434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1796438.000000 Penalty: 4770.925293
	Iteration 69Q: 3 clusters Score -1796438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13454 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -1796437.375000 Penalty: 4770.925293
	Iteration 70Q: 3 clusters Score -1796437 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13456 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1796437.250000 Penalty: 4770.925293
	Iteration 71Q: 3 clusters Score -1796437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1796439.000000 Penalty: 4770.925293
	Iteration 72Q: 3 clusters Score -1796439 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -1796439.750000 Penalty: 4770.925293
	Iteration 73Q: 3 clusters Score -1796440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13463 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -1796440.125000 Penalty: 4770.925293
	Iteration 74Q: 3 clusters Score -1796440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1796441.625000 Penalty: 4770.925293
	Iteration 75Q: 3 clusters Score -1796442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13469 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1796443.125000 Penalty: 4770.925293
	Iteration 76Q: 3 clusters Score -1796443 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1796446.875000 Penalty: 4770.925293
	Iteration 77Q: 3 clusters Score -1796447 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -1796450.250000 Penalty: 4770.925293
	Iteration 78Q: 3 clusters Score -1796450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1796450.375000 Penalty: 4770.925293
	Iteration 79Q: 3 clusters Score -1796450 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1796449.125000 Penalty: 4770.925293
	Iteration 80F: 3 clusters Score -1796449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1796448.375000 Penalty: 4770.925293
	Iteration 81Q: 3 clusters Score -1796448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1796447.250000 Penalty: 4770.925293
	Iteration 82Q: 3 clusters Score -1796447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1796449.375000 Penalty: 4770.925293
	Iteration 83Q: 3 clusters Score -1796449 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13493 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -1796449.875000 Penalty: 4770.925293
	Iteration 84Q: 3 clusters Score -1796450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13495 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -1796452.000000 Penalty: 4770.925293
	Iteration 85Q: 3 clusters Score -1796452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -1796452.250000 Penalty: 4770.925293
	Iteration 86Q: 3 clusters Score -1796452 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13504 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1796454.125000 Penalty: 4770.925293
	Iteration 87Q: 3 clusters Score -1796454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -1796456.500000 Penalty: 4770.925293
	Iteration 88Q: 3 clusters Score -1796456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13516 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1796456.625000 Penalty: 4770.925293
	Iteration 89Q: 3 clusters Score -1796457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1796458.875000 Penalty: 4770.925293
	Iteration 90Q: 3 clusters Score -1796459 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1796459.625000 Penalty: 4770.925293
	Iteration 91Q: 3 clusters Score -1796460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1796462.000000 Penalty: 4770.925293
	Iteration 92Q: 3 clusters Score -1796462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -1796464.625000 Penalty: 4770.925293
	Iteration 93Q: 3 clusters Score -1796465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -1796462.625000 Penalty: 4770.925293
	Iteration 94Q: 3 clusters Score -1796463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13529 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -1796463.250000 Penalty: 4770.925293
	Iteration 95Q: 3 clusters Score -1796463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1796464.125000 Penalty: 4770.925293
	Iteration 96Q: 3 clusters Score -1796464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13537 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1796464.250000 Penalty: 4770.925293
	Iteration 97Q: 3 clusters Score -1796464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1796465.000000 Penalty: 4770.925293
	Iteration 98Q: 3 clusters Score -1796465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1796472.375000 Penalty: 4770.925293
	Iteration 99Q: 3 clusters Score -1796472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -1796470.625000 Penalty: 4770.925293
	Iteration 100F: 3 clusters Score -1796471 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13563 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1796474.875000 Penalty: 4770.925293
	Iteration 101Q: 3 clusters Score -1796475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1796474.125000 Penalty: 4770.925293
	Iteration 102Q: 3 clusters Score -1796474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13570 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1796476.875000 Penalty: 4770.925293
	Iteration 103Q: 3 clusters Score -1796477 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13574 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -1796477.000000 Penalty: 4770.925293
	Iteration 104Q: 3 clusters Score -1796477 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -1796477.625000 Penalty: 4770.925293
	Iteration 105Q: 3 clusters Score -1796478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1796479.500000 Penalty: 4770.925293
	Iteration 106Q: 3 clusters Score -1796480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -1796479.500000 Penalty: 4770.925293
	Iteration 107F: 3 clusters Score -1796480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (2138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Entering Unmasked Estep 
Score: -249746.875000 Penalty: 1901.571167
	Iteration 0F: 2 clusters Score -249746.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -246952.156250 Penalty: 3803.142334
	Iteration 0F: 3 clusters Score -246952.2 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -247416.343750 Penalty: 3803.142334
	Iteration 1F: 3 clusters Score -247416.3 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -247553.156250 Penalty: 3803.142334
	Iteration 2F: 3 clusters Score -247553.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -247628.421875 Penalty: 3803.142334
	Iteration 3Q: 3 clusters Score -247628.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -247668.062500 Penalty: 3803.142334
	Iteration 4Q: 3 clusters Score -247668.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -247703.390625 Penalty: 3803.142334
	Iteration 5Q: 3 clusters Score -247703.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -247724.515625 Penalty: 3803.142334
	Iteration 6Q: 3 clusters Score -247724.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -247742.828125 Penalty: 3803.142334
	Iteration 7Q: 3 clusters Score -247742.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -247759.218750 Penalty: 3803.142334
	Iteration 8Q: 3 clusters Score -247759.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -247768.031250 Penalty: 3803.142334
	Iteration 9Q: 3 clusters Score -247768 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -247780.625000 Penalty: 3803.142334
	Iteration 10Q: 3 clusters Score -247780.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -247789.765625 Penalty: 3803.142334
	Iteration 11Q: 3 clusters Score -247789.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -247801.734375 Penalty: 3803.142334
	Iteration 12Q: 3 clusters Score -247801.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -247812.343750 Penalty: 3803.142334
	Iteration 13Q: 3 clusters Score -247812.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -247821.609375 Penalty: 3803.142334
	Iteration 14Q: 3 clusters Score -247821.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -247826.703125 Penalty: 3803.142334
	Iteration 15Q: 3 clusters Score -247826.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -247830.453125 Penalty: 3803.142334
	Iteration 16Q: 3 clusters Score -247830.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -247832.890625 Penalty: 3803.142334
	Iteration 17Q: 3 clusters Score -247832.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -247836.031250 Penalty: 3803.142334
	Iteration 18Q: 3 clusters Score -247836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -247836.843750 Penalty: 3803.142334
	Iteration 19Q: 3 clusters Score -247836.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -247836.843750 Penalty: 3803.142334
	Iteration 20F: 3 clusters Score -247836.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (68627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68627 members 
Entering Unmasked Estep 
Score: -8148231.000000 Penalty: 2761.837402
	Iteration 0F: 2 clusters Score -8148231 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34568 members 
Mstep: Class 2 contains 34059 members 
Entering Unmasked Estep 
Score: -8102188.000000 Penalty: 5523.674805
	Iteration 0F: 3 clusters Score -8102188 nChanged 32011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36753 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -8120243.500000 Penalty: 5523.674805
	Iteration 1F: 3 clusters Score -8120244 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38113 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -8121087.000000 Penalty: 5523.674805
	Iteration 2Q: 3 clusters Score -8121087 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40133 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -8122332.500000 Penalty: 5523.674805
	Iteration 3Q: 3 clusters Score -8122332 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -8124376.000000 Penalty: 5523.674805
	Iteration 4F: 3 clusters Score -8124376 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47119 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -8127636.000000 Penalty: 5523.674805
	Iteration 5F: 3 clusters Score -8127636 nChanged 5450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -8132279.500000 Penalty: 5523.674805
	Iteration 6F: 3 clusters Score -8132280 nChanged 5351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57096 members 
Mstep: Class 2 contains 11531 members 
Entering Unmasked Estep 
Score: -8137519.500000 Penalty: 5523.674805
	Iteration 7F: 3 clusters Score -8137520 nChanged 3906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60738 members 
Mstep: Class 2 contains 7889 members 
Entering Unmasked Estep 
Score: -8141501.000000 Penalty: 5523.674805
	Iteration 8F: 3 clusters Score -8141501 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62716 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -8143655.000000 Penalty: 5523.674805
	Iteration 9Q: 3 clusters Score -8143655 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63760 members 
Mstep: Class 2 contains 4867 members 
Entering Unmasked Estep 
Score: -8144626.000000 Penalty: 5523.674805
	Iteration 10Q: 3 clusters Score -8144626 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64403 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -8145058.500000 Penalty: 5523.674805
	Iteration 11Q: 3 clusters Score -8145058 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64858 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -8145295.500000 Penalty: 5523.674805
	Iteration 12Q: 3 clusters Score -8145296 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65197 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -8145443.500000 Penalty: 5523.674805
	Iteration 13Q: 3 clusters Score -8145444 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -8145573.500000 Penalty: 5523.674805
	Iteration 14Q: 3 clusters Score -8145574 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65716 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -8145682.000000 Penalty: 5523.674805
	Iteration 15Q: 3 clusters Score -8145682 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65902 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -8145761.500000 Penalty: 5523.674805
	Iteration 16Q: 3 clusters Score -8145762 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -8145818.000000 Penalty: 5523.674805
	Iteration 17Q: 3 clusters Score -8145818 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66178 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -8145871.500000 Penalty: 5523.674805
	Iteration 18Q: 3 clusters Score -8145872 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66314 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -8145922.500000 Penalty: 5523.674805
	Iteration 19Q: 3 clusters Score -8145922 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66427 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -8145967.000000 Penalty: 5523.674805
	Iteration 20F: 3 clusters Score -8145967 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66540 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8146011.000000 Penalty: 5523.674805
	Iteration 21Q: 3 clusters Score -8146011 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66624 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -8146036.500000 Penalty: 5523.674805
	Iteration 22Q: 3 clusters Score -8146036 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66682 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8146056.000000 Penalty: 5523.674805
	Iteration 23Q: 3 clusters Score -8146056 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66738 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8146075.000000 Penalty: 5523.674805
	Iteration 24Q: 3 clusters Score -8146075 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66794 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -8146110.000000 Penalty: 5523.674805
	Iteration 25Q: 3 clusters Score -8146110 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66846 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -8146117.500000 Penalty: 5523.674805
	Iteration 26Q: 3 clusters Score -8146118 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66885 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8146125.500000 Penalty: 5523.674805
	Iteration 27Q: 3 clusters Score -8146126 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66917 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8146139.500000 Penalty: 5523.674805
	Iteration 28Q: 3 clusters Score -8146140 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66944 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -8146145.000000 Penalty: 5523.674805
	Iteration 29Q: 3 clusters Score -8146145 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66977 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8146188.500000 Penalty: 5523.674805
	Iteration 30Q: 3 clusters Score -8146188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67000 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8146191.500000 Penalty: 5523.674805
	Iteration 31Q: 3 clusters Score -8146192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67023 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -8146212.000000 Penalty: 5523.674805
	Iteration 32Q: 3 clusters Score -8146212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67038 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8146219.000000 Penalty: 5523.674805
	Iteration 33Q: 3 clusters Score -8146219 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67053 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -8146230.500000 Penalty: 5523.674805
	Iteration 34Q: 3 clusters Score -8146230 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67065 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -8146231.500000 Penalty: 5523.674805
	Iteration 35Q: 3 clusters Score -8146232 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67083 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -8146250.000000 Penalty: 5523.674805
	Iteration 36Q: 3 clusters Score -8146250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67098 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8146251.000000 Penalty: 5523.674805
	Iteration 37Q: 3 clusters Score -8146251 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67107 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -8146252.000000 Penalty: 5523.674805
	Iteration 38Q: 3 clusters Score -8146252 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67116 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8146279.500000 Penalty: 5523.674805
	Iteration 39Q: 3 clusters Score -8146280 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67128 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8146289.500000 Penalty: 5523.674805
	Iteration 40F: 3 clusters Score -8146290 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67139 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8146289.000000 Penalty: 5523.674805
	Iteration 41Q: 3 clusters Score -8146289 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8146297.000000 Penalty: 5523.674805
	Iteration 42Q: 3 clusters Score -8146297 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67148 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8146287.000000 Penalty: 5523.674805
	Iteration 43Q: 3 clusters Score -8146287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67151 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -8146289.500000 Penalty: 5523.674805
	Iteration 44Q: 3 clusters Score -8146290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67158 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8146291.500000 Penalty: 5523.674805
	Iteration 45Q: 3 clusters Score -8146292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67163 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -8146295.000000 Penalty: 5523.674805
	Iteration 46Q: 3 clusters Score -8146295 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67166 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8146293.500000 Penalty: 5523.674805
	Iteration 47Q: 3 clusters Score -8146294 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67167 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8146285.500000 Penalty: 5523.674805
	Iteration 48Q: 3 clusters Score -8146286 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67171 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -8146288.000000 Penalty: 5523.674805
	Iteration 49Q: 3 clusters Score -8146288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67173 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8146294.500000 Penalty: 5523.674805
	Iteration 50Q: 3 clusters Score -8146294 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8146291.500000 Penalty: 5523.674805
	Iteration 51Q: 3 clusters Score -8146292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67174 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -8146302.000000 Penalty: 5523.674805
	Iteration 52Q: 3 clusters Score -8146302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67177 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -8146308.500000 Penalty: 5523.674805
	Iteration 53Q: 3 clusters Score -8146308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67178 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8146303.000000 Penalty: 5523.674805
	Iteration 54Q: 3 clusters Score -8146303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67181 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -8146304.000000 Penalty: 5523.674805
	Iteration 55Q: 3 clusters Score -8146304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67182 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -8146306.500000 Penalty: 5523.674805
	Iteration 56Q: 3 clusters Score -8146306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67184 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -8146312.500000 Penalty: 5523.674805
	Iteration 57Q: 3 clusters Score -8146312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67186 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -8146308.000000 Penalty: 5523.674805
	Iteration 58Q: 3 clusters Score -8146308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67191 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -8146308.000000 Penalty: 5523.674805
	Iteration 59Q: 3 clusters Score -8146308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67194 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -8146309.000000 Penalty: 5523.674805
	Iteration 60F: 3 clusters Score -8146309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67196 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -8146317.000000 Penalty: 5523.674805
	Iteration 61Q: 3 clusters Score -8146317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8146311.000000 Penalty: 5523.674805
	Iteration 62Q: 3 clusters Score -8146311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8146312.000000 Penalty: 5523.674805
	Iteration 63Q: 3 clusters Score -8146312 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67195 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -8146312.000000 Penalty: 5523.674805
	Iteration 64F: 3 clusters Score -8146312 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Entering Unmasked Estep 
Score: -1919813.625000 Penalty: 2416.517578
	Iteration 0F: 2 clusters Score -1919814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8537 members 
Entering Unmasked Estep 
Score: -1907636.375000 Penalty: 4833.035156
	Iteration 0F: 3 clusters Score -1907636 nChanged 7330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 8507 members 
Entering Unmasked Estep 
Score: -1911596.125000 Penalty: 4833.035156
	Iteration 1F: 3 clusters Score -1911596 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -1911987.625000 Penalty: 4833.035156
	Iteration 2F: 3 clusters Score -1911988 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8755 members 
Mstep: Class 2 contains 8297 members 
Entering Unmasked Estep 
Score: -1912304.625000 Penalty: 4833.035156
	Iteration 3Q: 3 clusters Score -1912305 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1912566.875000 Penalty: 4833.035156
	Iteration 4Q: 3 clusters Score -1912567 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1912815.875000 Penalty: 4833.035156
	Iteration 5Q: 3 clusters Score -1912816 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -1913058.375000 Penalty: 4833.035156
	Iteration 6Q: 3 clusters Score -1913058 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -1913282.000000 Penalty: 4833.035156
	Iteration 7Q: 3 clusters Score -1913282 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9750 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1913513.375000 Penalty: 4833.035156
	Iteration 8Q: 3 clusters Score -1913513 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10050 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1913716.250000 Penalty: 4833.035156
	Iteration 9Q: 3 clusters Score -1913716 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1913946.875000 Penalty: 4833.035156
	Iteration 10Q: 3 clusters Score -1913947 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -1914215.750000 Penalty: 4833.035156
	Iteration 11Q: 3 clusters Score -1914216 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -1914523.500000 Penalty: 4833.035156
	Iteration 12Q: 3 clusters Score -1914524 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11731 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1914864.750000 Penalty: 4833.035156
	Iteration 13Q: 3 clusters Score -1914865 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -1915226.750000 Penalty: 4833.035156
	Iteration 14Q: 3 clusters Score -1915227 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1915639.000000 Penalty: 4833.035156
	Iteration 15Q: 3 clusters Score -1915639 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -1916102.625000 Penalty: 4833.035156
	Iteration 16Q: 3 clusters Score -1916103 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1916591.750000 Penalty: 4833.035156
	Iteration 17Q: 3 clusters Score -1916592 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13854 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -1916992.250000 Penalty: 4833.035156
	Iteration 18Q: 3 clusters Score -1916992 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -1917271.375000 Penalty: 4833.035156
	Iteration 19Q: 3 clusters Score -1917271 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -1917417.750000 Penalty: 4833.035156
	Iteration 20F: 3 clusters Score -1917418 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -1917501.875000 Penalty: 4833.035156
	Iteration 21Q: 3 clusters Score -1917502 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14393 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -1917544.500000 Penalty: 4833.035156
	Iteration 22Q: 3 clusters Score -1917544 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14459 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1917585.500000 Penalty: 4833.035156
	Iteration 23Q: 3 clusters Score -1917586 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -1917605.250000 Penalty: 4833.035156
	Iteration 24Q: 3 clusters Score -1917605 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -1917618.375000 Penalty: 4833.035156
	Iteration 25Q: 3 clusters Score -1917618 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -1917624.625000 Penalty: 4833.035156
	Iteration 26Q: 3 clusters Score -1917625 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -1917639.750000 Penalty: 4833.035156
	Iteration 27Q: 3 clusters Score -1917640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1917642.000000 Penalty: 4833.035156
	Iteration 28Q: 3 clusters Score -1917642 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14656 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -1917653.875000 Penalty: 4833.035156
	Iteration 29Q: 3 clusters Score -1917654 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1917657.000000 Penalty: 4833.035156
	Iteration 30Q: 3 clusters Score -1917657 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14686 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -1917664.000000 Penalty: 4833.035156
	Iteration 31Q: 3 clusters Score -1917664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1917666.125000 Penalty: 4833.035156
	Iteration 32Q: 3 clusters Score -1917666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1917672.000000 Penalty: 4833.035156
	Iteration 33Q: 3 clusters Score -1917672 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14711 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -1917669.375000 Penalty: 4833.035156
	Iteration 34Q: 3 clusters Score -1917669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 2336 members 
Entering Unmasked Estep 
Score: -1917673.875000 Penalty: 4833.035156
	Iteration 35Q: 3 clusters Score -1917674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 2333 members 
Entering Unmasked Estep 
Score: -1917670.125000 Penalty: 4833.035156
	Iteration 36Q: 3 clusters Score -1917670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1917672.750000 Penalty: 4833.035156
	Iteration 37Q: 3 clusters Score -1917673 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -1917675.750000 Penalty: 4833.035156
	Iteration 38Q: 3 clusters Score -1917676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1917674.000000 Penalty: 4833.035156
	Iteration 39Q: 3 clusters Score -1917674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -1917670.500000 Penalty: 4833.035156
	Iteration 40F: 3 clusters Score -1917670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1917675.000000 Penalty: 4833.035156
	Iteration 41Q: 3 clusters Score -1917675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14749 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1917673.625000 Penalty: 4833.035156
	Iteration 42Q: 3 clusters Score -1917674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1917675.750000 Penalty: 4833.035156
	Iteration 43Q: 3 clusters Score -1917676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1917674.250000 Penalty: 4833.035156
	Iteration 44Q: 3 clusters Score -1917674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14754 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -1917674.250000 Penalty: 4833.035156
	Iteration 45F: 3 clusters Score -1917674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10234 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Entering Unmasked Estep 
Score: -1145152.875000 Penalty: 2289.900879
	Iteration 0F: 2 clusters Score -1145153 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 5056 members 
Entering Unmasked Estep 
Score: -1137287.875000 Penalty: 4579.801758
	Iteration 0F: 3 clusters Score -1137288 nChanged 4271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1139590.625000 Penalty: 4579.801758
	Iteration 1F: 3 clusters Score -1139591 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -1139913.375000 Penalty: 4579.801758
	Iteration 2F: 3 clusters Score -1139913 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -1140124.500000 Penalty: 4579.801758
	Iteration 3Q: 3 clusters Score -1140124 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1140323.375000 Penalty: 4579.801758
	Iteration 4Q: 3 clusters Score -1140323 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1140512.125000 Penalty: 4579.801758
	Iteration 5Q: 3 clusters Score -1140512 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1140692.500000 Penalty: 4579.801758
	Iteration 6Q: 3 clusters Score -1140692 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 5562 members 
Entering Unmasked Estep 
Score: -1140902.625000 Penalty: 4579.801758
	Iteration 7Q: 3 clusters Score -1140903 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1141114.250000 Penalty: 4579.801758
	Iteration 8Q: 3 clusters Score -1141114 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 5862 members 
Entering Unmasked Estep 
Score: -1141325.250000 Penalty: 4579.801758
	Iteration 9Q: 3 clusters Score -1141325 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 6026 members 
Entering Unmasked Estep 
Score: -1141526.750000 Penalty: 4579.801758
	Iteration 10Q: 3 clusters Score -1141527 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -1141713.000000 Penalty: 4579.801758
	Iteration 11Q: 3 clusters Score -1141713 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1141869.875000 Penalty: 4579.801758
	Iteration 12Q: 3 clusters Score -1141870 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -1142015.500000 Penalty: 4579.801758
	Iteration 13Q: 3 clusters Score -1142016 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -1142124.500000 Penalty: 4579.801758
	Iteration 14Q: 3 clusters Score -1142124 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -1142225.750000 Penalty: 4579.801758
	Iteration 15Q: 3 clusters Score -1142226 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3223 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -1142328.375000 Penalty: 4579.801758
	Iteration 16Q: 3 clusters Score -1142328 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7159 members 
Entering Unmasked Estep 
Score: -1142422.250000 Penalty: 4579.801758
	Iteration 17Q: 3 clusters Score -1142422 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1142517.875000 Penalty: 4579.801758
	Iteration 18Q: 3 clusters Score -1142518 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1142635.375000 Penalty: 4579.801758
	Iteration 19Q: 3 clusters Score -1142635 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -1142759.125000 Penalty: 4579.801758
	Iteration 20F: 3 clusters Score -1142759 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -1142886.125000 Penalty: 4579.801758
	Iteration 21Q: 3 clusters Score -1142886 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -1142994.875000 Penalty: 4579.801758
	Iteration 22Q: 3 clusters Score -1142995 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1143101.250000 Penalty: 4579.801758
	Iteration 23Q: 3 clusters Score -1143101 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 8348 members 
Entering Unmasked Estep 
Score: -1143213.875000 Penalty: 4579.801758
	Iteration 24Q: 3 clusters Score -1143214 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 8480 members 
Entering Unmasked Estep 
Score: -1143311.000000 Penalty: 4579.801758
	Iteration 25Q: 3 clusters Score -1143311 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -1143383.500000 Penalty: 4579.801758
	Iteration 26Q: 3 clusters Score -1143384 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1143440.375000 Penalty: 4579.801758
	Iteration 27Q: 3 clusters Score -1143440 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1143491.500000 Penalty: 4579.801758
	Iteration 28Q: 3 clusters Score -1143492 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -1143544.375000 Penalty: 4579.801758
	Iteration 29Q: 3 clusters Score -1143544 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -1143592.500000 Penalty: 4579.801758
	Iteration 30Q: 3 clusters Score -1143592 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 8980 members 
Entering Unmasked Estep 
Score: -1143647.625000 Penalty: 4579.801758
	Iteration 31Q: 3 clusters Score -1143648 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -1143694.750000 Penalty: 4579.801758
	Iteration 32Q: 3 clusters Score -1143695 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -1143739.250000 Penalty: 4579.801758
	Iteration 33Q: 3 clusters Score -1143739 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 9152 members 
Entering Unmasked Estep 
Score: -1143785.125000 Penalty: 4579.801758
	Iteration 34Q: 3 clusters Score -1143785 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1143824.625000 Penalty: 4579.801758
	Iteration 35Q: 3 clusters Score -1143825 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 9233 members 
Entering Unmasked Estep 
Score: -1143856.375000 Penalty: 4579.801758
	Iteration 36Q: 3 clusters Score -1143856 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 9264 members 
Entering Unmasked Estep 
Score: -1143887.250000 Penalty: 4579.801758
	Iteration 37Q: 3 clusters Score -1143887 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -1143905.125000 Penalty: 4579.801758
	Iteration 38Q: 3 clusters Score -1143905 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1143922.875000 Penalty: 4579.801758
	Iteration 39Q: 3 clusters Score -1143923 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 9329 members 
Entering Unmasked Estep 
Score: -1143932.375000 Penalty: 4579.801758
	Iteration 40F: 3 clusters Score -1143932 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -1143940.500000 Penalty: 4579.801758
	Iteration 41Q: 3 clusters Score -1143940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -1143950.875000 Penalty: 4579.801758
	Iteration 42Q: 3 clusters Score -1143951 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -1143962.375000 Penalty: 4579.801758
	Iteration 43Q: 3 clusters Score -1143962 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1143968.375000 Penalty: 4579.801758
	Iteration 44Q: 3 clusters Score -1143968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1143978.000000 Penalty: 4579.801758
	Iteration 45Q: 3 clusters Score -1143978 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 9387 members 
Entering Unmasked Estep 
Score: -1143980.000000 Penalty: 4579.801758
	Iteration 46Q: 3 clusters Score -1143980 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -1143981.750000 Penalty: 4579.801758
	Iteration 47Q: 3 clusters Score -1143982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 9397 members 
Entering Unmasked Estep 
Score: -1143983.375000 Penalty: 4579.801758
	Iteration 48Q: 3 clusters Score -1143983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1143982.125000 Penalty: 4579.801758
	Iteration 49Q: 3 clusters Score -1143982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -1143982.125000 Penalty: 4579.801758
	Iteration 50F: 3 clusters Score -1143982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -49417.375000 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -49417.38 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 243 members 
Entering Unmasked Estep 
Score: -47935.800781 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -47935.8 nChanged 72
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: -48083.027344 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -48083.03 nChanged 23
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: -48125.125000 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -48125.12 nChanged 10
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: -48143.425781 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -48143.43 nChanged 5
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: -48151.960938 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -48151.96 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -48158.382812 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -48158.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -48164.726562 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -48164.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -48168.671875 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -48168.67 nChanged 1
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: -48170.031250 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -48170.03 nChanged 0
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: -48170.031250 Penalty: 3064.260254
	Iteration 9F: 3 clusters Score -48170.03 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -44624.062500 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -44624.06 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 211 members 
Entering Unmasked Estep 
Score: -43154.484375 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -43154.48 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43361.562500 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -43361.56 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -43426.968750 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -43426.97 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43449.277344 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -43449.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -43462.917969 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -43462.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43464.617188 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -43464.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -43464.617188 Penalty: 3008.789795
	Iteration 6F: 3 clusters Score -43464.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (186217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186217 members 
Entering Unmasked Estep 
Score: -21966148.000000 Penalty: 3009.397705
	Iteration 0F: 2 clusters Score -2.196615e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93497 members 
Mstep: Class 2 contains 92720 members 
Entering Unmasked Estep 
Score: -21842960.000000 Penalty: 6018.795410
	Iteration 0F: 3 clusters Score -2.184296e+07 nChanged 89216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96955 members 
Mstep: Class 2 contains 89262 members 
Entering Unmasked Estep 
Score: -21895182.000000 Penalty: 6018.795410
	Iteration 1F: 3 clusters Score -2.189518e+07 nChanged 5828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98593 members 
Mstep: Class 2 contains 87624 members 
Entering Unmasked Estep 
Score: -21896816.000000 Penalty: 6018.795410
	Iteration 2Q: 3 clusters Score -2.189682e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101093 members 
Mstep: Class 2 contains 85124 members 
Entering Unmasked Estep 
Score: -21899200.000000 Penalty: 6018.795410
	Iteration 3Q: 3 clusters Score -2.18992e+07 nChanged 7773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104804 members 
Mstep: Class 2 contains 81413 members 
Entering Unmasked Estep 
Score: -21903074.000000 Penalty: 6018.795410
	Iteration 4Q: 3 clusters Score -2.190307e+07 nChanged 9272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109728 members 
Mstep: Class 2 contains 76489 members 
Entering Unmasked Estep 
Score: -21908632.000000 Penalty: 6018.795410
	Iteration 5Q: 3 clusters Score -2.190863e+07 nChanged 10618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116084 members 
Mstep: Class 2 contains 70133 members 
Entering Unmasked Estep 
Score: -21915914.000000 Penalty: 6018.795410
	Iteration 6F: 3 clusters Score -2.191591e+07 nChanged 11431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123317 members 
Mstep: Class 2 contains 62900 members 
Entering Unmasked Estep 
Score: -21923900.000000 Penalty: 6018.795410
	Iteration 7F: 3 clusters Score -2.19239e+07 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130729 members 
Mstep: Class 2 contains 55488 members 
Entering Unmasked Estep 
Score: -21931670.000000 Penalty: 6018.795410
	Iteration 8F: 3 clusters Score -2.193167e+07 nChanged 10154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137575 members 
Mstep: Class 2 contains 48642 members 
Entering Unmasked Estep 
Score: -21938380.000000 Penalty: 6018.795410
	Iteration 9F: 3 clusters Score -2.193838e+07 nChanged 8516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143429 members 
Mstep: Class 2 contains 42788 members 
Entering Unmasked Estep 
Score: -21943524.000000 Penalty: 6018.795410
	Iteration 10Q: 3 clusters Score -2.194352e+07 nChanged 6835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148444 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -21947262.000000 Penalty: 6018.795410
	Iteration 11Q: 3 clusters Score -2.194726e+07 nChanged 5397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152717 members 
Mstep: Class 2 contains 33500 members 
Entering Unmasked Estep 
Score: -21949666.000000 Penalty: 6018.795410
	Iteration 12Q: 3 clusters Score -2.194967e+07 nChanged 4339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156482 members 
Mstep: Class 2 contains 29735 members 
Entering Unmasked Estep 
Score: -21951574.000000 Penalty: 6018.795410
	Iteration 13Q: 3 clusters Score -2.195157e+07 nChanged 3630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159802 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -21953190.000000 Penalty: 6018.795410
	Iteration 14Q: 3 clusters Score -2.195319e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162899 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -21954624.000000 Penalty: 6018.795410
	Iteration 15Q: 3 clusters Score -2.195462e+07 nChanged 2771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165568 members 
Mstep: Class 2 contains 20649 members 
Entering Unmasked Estep 
Score: -21955744.000000 Penalty: 6018.795410
	Iteration 16Q: 3 clusters Score -2.195574e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168109 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -21956978.000000 Penalty: 6018.795410
	Iteration 17Q: 3 clusters Score -2.195698e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170364 members 
Mstep: Class 2 contains 15853 members 
Entering Unmasked Estep 
Score: -21957974.000000 Penalty: 6018.795410
	Iteration 18Q: 3 clusters Score -2.195797e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172303 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -21958900.000000 Penalty: 6018.795410
	Iteration 19Q: 3 clusters Score -2.19589e+07 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173967 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -21959528.000000 Penalty: 6018.795410
	Iteration 20F: 3 clusters Score -2.195953e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175405 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -21960160.000000 Penalty: 6018.795410
	Iteration 21Q: 3 clusters Score -2.196016e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176652 members 
Mstep: Class 2 contains 9565 members 
Entering Unmasked Estep 
Score: -21960702.000000 Penalty: 6018.795410
	Iteration 22Q: 3 clusters Score -2.19607e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177766 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -21961222.000000 Penalty: 6018.795410
	Iteration 23Q: 3 clusters Score -2.196122e+07 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178711 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -21961526.000000 Penalty: 6018.795410
	Iteration 24Q: 3 clusters Score -2.196153e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179488 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -21961810.000000 Penalty: 6018.795410
	Iteration 25Q: 3 clusters Score -2.196181e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180160 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -21962078.000000 Penalty: 6018.795410
	Iteration 26Q: 3 clusters Score -2.196208e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180722 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -21962352.000000 Penalty: 6018.795410
	Iteration 27Q: 3 clusters Score -2.196235e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181253 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -21962538.000000 Penalty: 6018.795410
	Iteration 28Q: 3 clusters Score -2.196254e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181707 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -21962784.000000 Penalty: 6018.795410
	Iteration 29Q: 3 clusters Score -2.196278e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182063 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -21962982.000000 Penalty: 6018.795410
	Iteration 30Q: 3 clusters Score -2.196298e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182368 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -21963116.000000 Penalty: 6018.795410
	Iteration 31Q: 3 clusters Score -2.196312e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182613 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -21963198.000000 Penalty: 6018.795410
	Iteration 32Q: 3 clusters Score -2.19632e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182828 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -21963284.000000 Penalty: 6018.795410
	Iteration 33Q: 3 clusters Score -2.196328e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182987 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -21963298.000000 Penalty: 6018.795410
	Iteration 34Q: 3 clusters Score -2.19633e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183121 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -21963354.000000 Penalty: 6018.795410
	Iteration 35Q: 3 clusters Score -2.196335e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183237 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -21963378.000000 Penalty: 6018.795410
	Iteration 36Q: 3 clusters Score -2.196338e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183341 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -21963454.000000 Penalty: 6018.795410
	Iteration 37Q: 3 clusters Score -2.196345e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183432 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -21963486.000000 Penalty: 6018.795410
	Iteration 38Q: 3 clusters Score -2.196349e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183508 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -21963482.000000 Penalty: 6018.795410
	Iteration 39Q: 3 clusters Score -2.196348e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183568 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -21963470.000000 Penalty: 6018.795410
	Iteration 40F: 3 clusters Score -2.196347e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183624 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -21963458.000000 Penalty: 6018.795410
	Iteration 41Q: 3 clusters Score -2.196346e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183682 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -21963482.000000 Penalty: 6018.795410
	Iteration 42Q: 3 clusters Score -2.196348e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183734 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -21963506.000000 Penalty: 6018.795410
	Iteration 43Q: 3 clusters Score -2.196351e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183779 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -21963482.000000 Penalty: 6018.795410
	Iteration 44Q: 3 clusters Score -2.196348e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183826 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -21963512.000000 Penalty: 6018.795410
	Iteration 45Q: 3 clusters Score -2.196351e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183858 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -21963514.000000 Penalty: 6018.795410
	Iteration 46Q: 3 clusters Score -2.196351e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183890 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -21963530.000000 Penalty: 6018.795410
	Iteration 47Q: 3 clusters Score -2.196353e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183927 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -21963524.000000 Penalty: 6018.795410
	Iteration 48Q: 3 clusters Score -2.196352e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183941 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -21963554.000000 Penalty: 6018.795410
	Iteration 49Q: 3 clusters Score -2.196355e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183958 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -21963568.000000 Penalty: 6018.795410
	Iteration 50Q: 3 clusters Score -2.196357e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183973 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -21963564.000000 Penalty: 6018.795410
	Iteration 51Q: 3 clusters Score -2.196356e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183988 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -21963608.000000 Penalty: 6018.795410
	Iteration 52Q: 3 clusters Score -2.196361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184010 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -21963584.000000 Penalty: 6018.795410
	Iteration 53Q: 3 clusters Score -2.196358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184024 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -21963592.000000 Penalty: 6018.795410
	Iteration 54Q: 3 clusters Score -2.196359e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184047 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -21963606.000000 Penalty: 6018.795410
	Iteration 55Q: 3 clusters Score -2.196361e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184061 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -21963612.000000 Penalty: 6018.795410
	Iteration 56Q: 3 clusters Score -2.196361e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184079 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -21963604.000000 Penalty: 6018.795410
	Iteration 57Q: 3 clusters Score -2.19636e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184095 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -21963644.000000 Penalty: 6018.795410
	Iteration 58Q: 3 clusters Score -2.196364e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184103 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -21963650.000000 Penalty: 6018.795410
	Iteration 59Q: 3 clusters Score -2.196365e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184117 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -21963650.000000 Penalty: 6018.795410
	Iteration 60F: 3 clusters Score -2.196365e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184123 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -21963632.000000 Penalty: 6018.795410
	Iteration 61Q: 3 clusters Score -2.196363e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184128 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -21963642.000000 Penalty: 6018.795410
	Iteration 62Q: 3 clusters Score -2.196364e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184132 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -21963640.000000 Penalty: 6018.795410
	Iteration 63Q: 3 clusters Score -2.196364e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184138 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -21963668.000000 Penalty: 6018.795410
	Iteration 64Q: 3 clusters Score -2.196367e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184142 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -21963650.000000 Penalty: 6018.795410
	Iteration 65Q: 3 clusters Score -2.196365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184144 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -21963660.000000 Penalty: 6018.795410
	Iteration 66Q: 3 clusters Score -2.196366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -21963666.000000 Penalty: 6018.795410
	Iteration 67Q: 3 clusters Score -2.196367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184148 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -21963654.000000 Penalty: 6018.795410
	Iteration 68Q: 3 clusters Score -2.196365e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184150 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -21963662.000000 Penalty: 6018.795410
	Iteration 69Q: 3 clusters Score -2.196366e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184148 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -21963654.000000 Penalty: 6018.795410
	Iteration 70Q: 3 clusters Score -2.196365e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184148 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -21963654.000000 Penalty: 6018.795410
	Iteration 71Q: 3 clusters Score -2.196365e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184149 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -21963664.000000 Penalty: 6018.795410
	Iteration 72Q: 3 clusters Score -2.196366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184149 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -21963664.000000 Penalty: 6018.795410
	Iteration 73Q: 3 clusters Score -2.196366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184149 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -21963666.000000 Penalty: 6018.795410
	Iteration 74Q: 3 clusters Score -2.196367e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184149 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -21963664.000000 Penalty: 6018.795410
	Iteration 75Q: 3 clusters Score -2.196366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184147 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -21963664.000000 Penalty: 6018.795410
	Iteration 76Q: 3 clusters Score -2.196366e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -21963664.000000 Penalty: 6018.795410
	Iteration 77Q: 3 clusters Score -2.196366e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -21963662.000000 Penalty: 6018.795410
	Iteration 78Q: 3 clusters Score -2.196366e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184145 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -21963662.000000 Penalty: 6018.795410
	Iteration 79F: 3 clusters Score -2.196366e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (169103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169103 members 
Entering Unmasked Estep 
Score: -19930224.000000 Penalty: 2985.489258
	Iteration 0F: 2 clusters Score -1.993022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84435 members 
Mstep: Class 2 contains 84668 members 
Entering Unmasked Estep 
Score: -19818526.000000 Penalty: 5970.978516
	Iteration 0F: 3 clusters Score -1.981853e+07 nChanged 81023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81800 members 
Mstep: Class 2 contains 87303 members 
Entering Unmasked Estep 
Score: -19865494.000000 Penalty: 5970.978516
	Iteration 1F: 3 clusters Score -1.986549e+07 nChanged 5334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80306 members 
Mstep: Class 2 contains 88797 members 
Entering Unmasked Estep 
Score: -19866596.000000 Penalty: 5970.978516
	Iteration 2Q: 3 clusters Score -1.98666e+07 nChanged 5578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78032 members 
Mstep: Class 2 contains 91071 members 
Entering Unmasked Estep 
Score: -19868106.000000 Penalty: 5970.978516
	Iteration 3Q: 3 clusters Score -1.986811e+07 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74497 members 
Mstep: Class 2 contains 94606 members 
Entering Unmasked Estep 
Score: -19870304.000000 Penalty: 5970.978516
	Iteration 4Q: 3 clusters Score -1.98703e+07 nChanged 7764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69251 members 
Mstep: Class 2 contains 99852 members 
Entering Unmasked Estep 
Score: -19873896.000000 Penalty: 5970.978516
	Iteration 5Q: 3 clusters Score -1.98739e+07 nChanged 9411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62200 members 
Mstep: Class 2 contains 106903 members 
Entering Unmasked Estep 
Score: -19879372.000000 Penalty: 5970.978516
	Iteration 6F: 3 clusters Score -1.987937e+07 nChanged 11192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53434 members 
Mstep: Class 2 contains 115669 members 
Entering Unmasked Estep 
Score: -19887822.000000 Penalty: 5970.978516
	Iteration 7F: 3 clusters Score -1.988782e+07 nChanged 11819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44075 members 
Mstep: Class 2 contains 125028 members 
Entering Unmasked Estep 
Score: -19898172.000000 Penalty: 5970.978516
	Iteration 8F: 3 clusters Score -1.989817e+07 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36486 members 
Mstep: Class 2 contains 132617 members 
Entering Unmasked Estep 
Score: -19906892.000000 Penalty: 5970.978516
	Iteration 9F: 3 clusters Score -1.990689e+07 nChanged 7550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 137817 members 
Entering Unmasked Estep 
Score: -19912276.000000 Penalty: 5970.978516
	Iteration 10Q: 3 clusters Score -1.991228e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 141744 members 
Entering Unmasked Estep 
Score: -19915138.000000 Penalty: 5970.978516
	Iteration 11Q: 3 clusters Score -1.991514e+07 nChanged 3750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 145092 members 
Entering Unmasked Estep 
Score: -19917116.000000 Penalty: 5970.978516
	Iteration 12Q: 3 clusters Score -1.991712e+07 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20958 members 
Mstep: Class 2 contains 148145 members 
Entering Unmasked Estep 
Score: -19918672.000000 Penalty: 5970.978516
	Iteration 13Q: 3 clusters Score -1.991867e+07 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 151056 members 
Entering Unmasked Estep 
Score: -19920228.000000 Penalty: 5970.978516
	Iteration 14Q: 3 clusters Score -1.992023e+07 nChanged 2747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 153801 members 
Entering Unmasked Estep 
Score: -19921600.000000 Penalty: 5970.978516
	Iteration 15Q: 3 clusters Score -1.99216e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 156206 members 
Entering Unmasked Estep 
Score: -19922930.000000 Penalty: 5970.978516
	Iteration 16Q: 3 clusters Score -1.992293e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 158359 members 
Entering Unmasked Estep 
Score: -19924010.000000 Penalty: 5970.978516
	Iteration 17Q: 3 clusters Score -1.992401e+07 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 160169 members 
Entering Unmasked Estep 
Score: -19924916.000000 Penalty: 5970.978516
	Iteration 18Q: 3 clusters Score -1.992492e+07 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 161710 members 
Entering Unmasked Estep 
Score: -19925542.000000 Penalty: 5970.978516
	Iteration 19Q: 3 clusters Score -1.992554e+07 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 162924 members 
Entering Unmasked Estep 
Score: -19926124.000000 Penalty: 5970.978516
	Iteration 20F: 3 clusters Score -1.992612e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 163932 members 
Entering Unmasked Estep 
Score: -19926584.000000 Penalty: 5970.978516
	Iteration 21Q: 3 clusters Score -1.992658e+07 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 164744 members 
Entering Unmasked Estep 
Score: -19926802.000000 Penalty: 5970.978516
	Iteration 22Q: 3 clusters Score -1.99268e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 165404 members 
Entering Unmasked Estep 
Score: -19927028.000000 Penalty: 5970.978516
	Iteration 23Q: 3 clusters Score -1.992703e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 165941 members 
Entering Unmasked Estep 
Score: -19927262.000000 Penalty: 5970.978516
	Iteration 24Q: 3 clusters Score -1.992726e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 166349 members 
Entering Unmasked Estep 
Score: -19927380.000000 Penalty: 5970.978516
	Iteration 25Q: 3 clusters Score -1.992738e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 166676 members 
Entering Unmasked Estep 
Score: -19927452.000000 Penalty: 5970.978516
	Iteration 26Q: 3 clusters Score -1.992745e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 166940 members 
Entering Unmasked Estep 
Score: -19927544.000000 Penalty: 5970.978516
	Iteration 27Q: 3 clusters Score -1.992754e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 167150 members 
Entering Unmasked Estep 
Score: -19927596.000000 Penalty: 5970.978516
	Iteration 28Q: 3 clusters Score -1.99276e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 167314 members 
Entering Unmasked Estep 
Score: -19927642.000000 Penalty: 5970.978516
	Iteration 29Q: 3 clusters Score -1.992764e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 167439 members 
Entering Unmasked Estep 
Score: -19927694.000000 Penalty: 5970.978516
	Iteration 30Q: 3 clusters Score -1.992769e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 167547 members 
Entering Unmasked Estep 
Score: -19927728.000000 Penalty: 5970.978516
	Iteration 31Q: 3 clusters Score -1.992773e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 167643 members 
Entering Unmasked Estep 
Score: -19927824.000000 Penalty: 5970.978516
	Iteration 32Q: 3 clusters Score -1.992782e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 167705 members 
Entering Unmasked Estep 
Score: -19927842.000000 Penalty: 5970.978516
	Iteration 33Q: 3 clusters Score -1.992784e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 167751 members 
Entering Unmasked Estep 
Score: -19927862.000000 Penalty: 5970.978516
	Iteration 34Q: 3 clusters Score -1.992786e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 167788 members 
Entering Unmasked Estep 
Score: -19927868.000000 Penalty: 5970.978516
	Iteration 35Q: 3 clusters Score -1.992787e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 167835 members 
Entering Unmasked Estep 
Score: -19927884.000000 Penalty: 5970.978516
	Iteration 36Q: 3 clusters Score -1.992788e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 167876 members 
Entering Unmasked Estep 
Score: -19927904.000000 Penalty: 5970.978516
	Iteration 37Q: 3 clusters Score -1.99279e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 167914 members 
Entering Unmasked Estep 
Score: -19927908.000000 Penalty: 5970.978516
	Iteration 38Q: 3 clusters Score -1.992791e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 167941 members 
Entering Unmasked Estep 
Score: -19927914.000000 Penalty: 5970.978516
	Iteration 39Q: 3 clusters Score -1.992791e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 167961 members 
Entering Unmasked Estep 
Score: -19927914.000000 Penalty: 5970.978516
	Iteration 40F: 3 clusters Score -1.992791e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 167977 members 
Entering Unmasked Estep 
Score: -19927924.000000 Penalty: 5970.978516
	Iteration 41Q: 3 clusters Score -1.992792e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 167986 members 
Entering Unmasked Estep 
Score: -19927950.000000 Penalty: 5970.978516
	Iteration 42Q: 3 clusters Score -1.992795e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 167997 members 
Entering Unmasked Estep 
Score: -19927960.000000 Penalty: 5970.978516
	Iteration 43Q: 3 clusters Score -1.992796e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 168011 members 
Entering Unmasked Estep 
Score: -19927956.000000 Penalty: 5970.978516
	Iteration 44Q: 3 clusters Score -1.992796e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 168020 members 
Entering Unmasked Estep 
Score: -19927964.000000 Penalty: 5970.978516
	Iteration 45Q: 3 clusters Score -1.992796e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 168036 members 
Entering Unmasked Estep 
Score: -19927968.000000 Penalty: 5970.978516
	Iteration 46Q: 3 clusters Score -1.992797e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 168051 members 
Entering Unmasked Estep 
Score: -19927968.000000 Penalty: 5970.978516
	Iteration 47Q: 3 clusters Score -1.992797e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 168060 members 
Entering Unmasked Estep 
Score: -19927982.000000 Penalty: 5970.978516
	Iteration 48Q: 3 clusters Score -1.992798e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 168067 members 
Entering Unmasked Estep 
Score: -19927980.000000 Penalty: 5970.978516
	Iteration 49Q: 3 clusters Score -1.992798e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 168072 members 
Entering Unmasked Estep 
Score: -19927994.000000 Penalty: 5970.978516
	Iteration 50Q: 3 clusters Score -1.992799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 168075 members 
Entering Unmasked Estep 
Score: -19928008.000000 Penalty: 5970.978516
	Iteration 51Q: 3 clusters Score -1.992801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 168079 members 
Entering Unmasked Estep 
Score: -19928002.000000 Penalty: 5970.978516
	Iteration 52Q: 3 clusters Score -1.9928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 168085 members 
Entering Unmasked Estep 
Score: -19927994.000000 Penalty: 5970.978516
	Iteration 53Q: 3 clusters Score -1.992799e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 168091 members 
Entering Unmasked Estep 
Score: -19927992.000000 Penalty: 5970.978516
	Iteration 54Q: 3 clusters Score -1.992799e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 168096 members 
Entering Unmasked Estep 
Score: -19928010.000000 Penalty: 5970.978516
	Iteration 55Q: 3 clusters Score -1.992801e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 168103 members 
Entering Unmasked Estep 
Score: -19928000.000000 Penalty: 5970.978516
	Iteration 56Q: 3 clusters Score -1.9928e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 168107 members 
Entering Unmasked Estep 
Score: -19928006.000000 Penalty: 5970.978516
	Iteration 57Q: 3 clusters Score -1.992801e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 168114 members 
Entering Unmasked Estep 
Score: -19928010.000000 Penalty: 5970.978516
	Iteration 58Q: 3 clusters Score -1.992801e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 168118 members 
Entering Unmasked Estep 
Score: -19928004.000000 Penalty: 5970.978516
	Iteration 59Q: 3 clusters Score -1.9928e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 168120 members 
Entering Unmasked Estep 
Score: -19928012.000000 Penalty: 5970.978516
	Iteration 60F: 3 clusters Score -1.992801e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 168122 members 
Entering Unmasked Estep 
Score: -19928004.000000 Penalty: 5970.978516
	Iteration 61Q: 3 clusters Score -1.9928e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 168125 members 
Entering Unmasked Estep 
Score: -19928014.000000 Penalty: 5970.978516
	Iteration 62Q: 3 clusters Score -1.992801e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 168129 members 
Entering Unmasked Estep 
Score: -19928016.000000 Penalty: 5970.978516
	Iteration 63Q: 3 clusters Score -1.992802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 168131 members 
Entering Unmasked Estep 
Score: -19928010.000000 Penalty: 5970.978516
	Iteration 64Q: 3 clusters Score -1.992801e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 168134 members 
Entering Unmasked Estep 
Score: -19928028.000000 Penalty: 5970.978516
	Iteration 65Q: 3 clusters Score -1.992803e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 168137 members 
Entering Unmasked Estep 
Score: -19928020.000000 Penalty: 5970.978516
	Iteration 66Q: 3 clusters Score -1.992802e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 168139 members 
Entering Unmasked Estep 
Score: -19928022.000000 Penalty: 5970.978516
	Iteration 67Q: 3 clusters Score -1.992802e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 168145 members 
Entering Unmasked Estep 
Score: -19928036.000000 Penalty: 5970.978516
	Iteration 68Q: 3 clusters Score -1.992804e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -19928034.000000 Penalty: 5970.978516
	Iteration 69Q: 3 clusters Score -1.992803e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 168146 members 
Entering Unmasked Estep 
Score: -19928034.000000 Penalty: 5970.978516
	Iteration 70F: 3 clusters Score -1.992803e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Entering Unmasked Estep 
Score: -761277.625000 Penalty: 2239.711426
	Iteration 0F: 2 clusters Score -761277.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -754654.562500 Penalty: 4479.422852
	Iteration 0F: 3 clusters Score -754654.6 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -756546.125000 Penalty: 4479.422852
	Iteration 1F: 3 clusters Score -756546.1 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -756884.750000 Penalty: 4479.422852
	Iteration 2F: 3 clusters Score -756884.8 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4604 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -757154.312500 Penalty: 4479.422852
	Iteration 3F: 3 clusters Score -757154.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -757383.687500 Penalty: 4479.422852
	Iteration 4Q: 3 clusters Score -757383.7 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -757635.500000 Penalty: 4479.422852
	Iteration 5Q: 3 clusters Score -757635.5 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -757888.125000 Penalty: 4479.422852
	Iteration 6Q: 3 clusters Score -757888.1 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -758101.187500 Penalty: 4479.422852
	Iteration 7Q: 3 clusters Score -758101.2 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -758291.562500 Penalty: 4479.422852
	Iteration 8Q: 3 clusters Score -758291.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -758456.875000 Penalty: 4479.422852
	Iteration 9Q: 3 clusters Score -758456.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -758599.437500 Penalty: 4479.422852
	Iteration 10Q: 3 clusters Score -758599.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -758730.312500 Penalty: 4479.422852
	Iteration 11Q: 3 clusters Score -758730.3 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -758825.812500 Penalty: 4479.422852
	Iteration 12Q: 3 clusters Score -758825.8 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -758907.375000 Penalty: 4479.422852
	Iteration 13Q: 3 clusters Score -758907.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -758982.875000 Penalty: 4479.422852
	Iteration 14Q: 3 clusters Score -758982.9 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -759048.312500 Penalty: 4479.422852
	Iteration 15Q: 3 clusters Score -759048.3 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -759119.562500 Penalty: 4479.422852
	Iteration 16Q: 3 clusters Score -759119.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -759177.437500 Penalty: 4479.422852
	Iteration 17Q: 3 clusters Score -759177.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -759240.687500 Penalty: 4479.422852
	Iteration 18Q: 3 clusters Score -759240.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -759287.562500 Penalty: 4479.422852
	Iteration 19Q: 3 clusters Score -759287.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -759319.125000 Penalty: 4479.422852
	Iteration 20F: 3 clusters Score -759319.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -759341.250000 Penalty: 4479.422852
	Iteration 21Q: 3 clusters Score -759341.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -759355.812500 Penalty: 4479.422852
	Iteration 22Q: 3 clusters Score -759355.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5258 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -759364.937500 Penalty: 4479.422852
	Iteration 23Q: 3 clusters Score -759364.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -759371.500000 Penalty: 4479.422852
	Iteration 24Q: 3 clusters Score -759371.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -759377.562500 Penalty: 4479.422852
	Iteration 25Q: 3 clusters Score -759377.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -759382.062500 Penalty: 4479.422852
	Iteration 26Q: 3 clusters Score -759382.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -759389.125000 Penalty: 4479.422852
	Iteration 27Q: 3 clusters Score -759389.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -759392.562500 Penalty: 4479.422852
	Iteration 28Q: 3 clusters Score -759392.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -759394.750000 Penalty: 4479.422852
	Iteration 29Q: 3 clusters Score -759394.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -759396.875000 Penalty: 4479.422852
	Iteration 30Q: 3 clusters Score -759396.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5244 members 
Mstep: Class 2 contains 3115 members 
Entering Unmasked Estep 
Score: -759397.687500 Penalty: 4479.422852
	Iteration 31Q: 3 clusters Score -759397.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -759397.562500 Penalty: 4479.422852
	Iteration 32Q: 3 clusters Score -759397.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -759399.750000 Penalty: 4479.422852
	Iteration 33Q: 3 clusters Score -759399.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5230 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -759400.687500 Penalty: 4479.422852
	Iteration 34Q: 3 clusters Score -759400.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -759405.750000 Penalty: 4479.422852
	Iteration 35Q: 3 clusters Score -759405.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -759406.125000 Penalty: 4479.422852
	Iteration 36Q: 3 clusters Score -759406.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -759410.750000 Penalty: 4479.422852
	Iteration 37Q: 3 clusters Score -759410.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -759413.812500 Penalty: 4479.422852
	Iteration 38Q: 3 clusters Score -759413.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -759414.750000 Penalty: 4479.422852
	Iteration 39Q: 3 clusters Score -759414.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -759417.125000 Penalty: 4479.422852
	Iteration 40F: 3 clusters Score -759417.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -759421.250000 Penalty: 4479.422852
	Iteration 41Q: 3 clusters Score -759421.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -759422.312500 Penalty: 4479.422852
	Iteration 42Q: 3 clusters Score -759422.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -759421.437500 Penalty: 4479.422852
	Iteration 43Q: 3 clusters Score -759421.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -759422.312500 Penalty: 4479.422852
	Iteration 44Q: 3 clusters Score -759422.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -759423.000000 Penalty: 4479.422852
	Iteration 45Q: 3 clusters Score -759423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -759425.125000 Penalty: 4479.422852
	Iteration 46Q: 3 clusters Score -759425.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -759425.875000 Penalty: 4479.422852
	Iteration 47Q: 3 clusters Score -759425.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -759428.125000 Penalty: 4479.422852
	Iteration 48Q: 3 clusters Score -759428.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -759428.562500 Penalty: 4479.422852
	Iteration 49Q: 3 clusters Score -759428.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -759428.750000 Penalty: 4479.422852
	Iteration 50Q: 3 clusters Score -759428.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -759429.875000 Penalty: 4479.422852
	Iteration 51Q: 3 clusters Score -759429.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -759431.125000 Penalty: 4479.422852
	Iteration 52Q: 3 clusters Score -759431.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -759433.625000 Penalty: 4479.422852
	Iteration 53Q: 3 clusters Score -759433.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -759434.875000 Penalty: 4479.422852
	Iteration 54Q: 3 clusters Score -759434.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -759435.312500 Penalty: 4479.422852
	Iteration 55Q: 3 clusters Score -759435.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -759436.687500 Penalty: 4479.422852
	Iteration 56Q: 3 clusters Score -759436.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5126 members 
Mstep: Class 2 contains 3233 members 
Entering Unmasked Estep 
Score: -759438.687500 Penalty: 4479.422852
	Iteration 57Q: 3 clusters Score -759438.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -759437.500000 Penalty: 4479.422852
	Iteration 58Q: 3 clusters Score -759437.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -759440.687500 Penalty: 4479.422852
	Iteration 59Q: 3 clusters Score -759440.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -759440.312500 Penalty: 4479.422852
	Iteration 60F: 3 clusters Score -759440.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -759442.250000 Penalty: 4479.422852
	Iteration 61Q: 3 clusters Score -759442.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -759443.437500 Penalty: 4479.422852
	Iteration 62Q: 3 clusters Score -759443.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -759442.687500 Penalty: 4479.422852
	Iteration 63Q: 3 clusters Score -759442.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -759442.062500 Penalty: 4479.422852
	Iteration 64Q: 3 clusters Score -759442.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -759444.875000 Penalty: 4479.422852
	Iteration 65Q: 3 clusters Score -759444.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -759444.000000 Penalty: 4479.422852
	Iteration 66Q: 3 clusters Score -759444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -759444.062500 Penalty: 4479.422852
	Iteration 67Q: 3 clusters Score -759444.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -759446.750000 Penalty: 4479.422852
	Iteration 68Q: 3 clusters Score -759446.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -759446.437500 Penalty: 4479.422852
	Iteration 69Q: 3 clusters Score -759446.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -759446.000000 Penalty: 4479.422852
	Iteration 70Q: 3 clusters Score -759446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -759446.000000 Penalty: 4479.422852
	Iteration 71F: 3 clusters Score -759446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Entering Unmasked Estep 
Score: -103571.242188 Penalty: 1704.801270
	Iteration 0F: 2 clusters Score -103571.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -101663.710938 Penalty: 3409.602539
	Iteration 0F: 3 clusters Score -101663.7 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -101936.953125 Penalty: 3409.602539
	Iteration 1F: 3 clusters Score -101937 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102005.812500 Penalty: 3409.602539
	Iteration 2F: 3 clusters Score -102005.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -102043.875000 Penalty: 3409.602539
	Iteration 3Q: 3 clusters Score -102043.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -102076.656250 Penalty: 3409.602539
	Iteration 4Q: 3 clusters Score -102076.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -102094.976562 Penalty: 3409.602539
	Iteration 5Q: 3 clusters Score -102095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -102101.664062 Penalty: 3409.602539
	Iteration 6Q: 3 clusters Score -102101.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -102104.781250 Penalty: 3409.602539
	Iteration 7Q: 3 clusters Score -102104.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -102105.531250 Penalty: 3409.602539
	Iteration 8Q: 3 clusters Score -102105.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -102105.531250 Penalty: 3409.602539
	Iteration 9F: 3 clusters Score -102105.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -31214.730469 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -31214.73 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 164 members 
Entering Unmasked Estep 
Score: -29908.019531 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -29908.02 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -30076.648438 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -30076.65 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30105.732422 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -30105.73 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -30123.335938 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -30123.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30124.244141 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -30124.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -30124.244141 Penalty: 2865.715576
	Iteration 5F: 3 clusters Score -30124.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22525 members 
Mstep: Class 2 contains 80383 members 
Mstep: Class 3 contains 2333 members 
Mstep: Class 4 contains 24812 members 
Mstep: Class 5 contains 161938 members 
Mstep: Class 6 contains 14587 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24855 members 
Mstep: Class 9 contains 19277 members 
Mstep: Class 10 contains 166139 members 
Mstep: Class 11 contains 295899 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53668 members 
Mstep: Class 14 contains 7693 members 
Mstep: Class 15 contains 3674 members 
Mstep: Class 16 contains 1174 members 
Mstep: Class 17 contains 10281 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17762 members 
Mstep: Class 20 contains 8310 members 
Mstep: Class 21 contains 15045 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68627 members 
Mstep: Class 24 contains 17052 members 
Mstep: Class 25 contains 10234 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 186217 members 
Mstep: Class 29 contains 169103 members 
Mstep: Class 30 contains 8359 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490144.000000 Penalty: 115928.210938
Iteration 239Q: 34 clusters Score -1.614901e+08 nChanged 5503
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 80779 members 
Mstep: Class 3 contains 2341 members 
Mstep: Class 4 contains 24809 members 
Mstep: Class 5 contains 161532 members 
Mstep: Class 6 contains 14943 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24859 members 
Mstep: Class 9 contains 19278 members 
Mstep: Class 10 contains 165776 members 
Mstep: Class 11 contains 297790 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 53613 members 
Mstep: Class 14 contains 7694 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10272 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17763 members 
Mstep: Class 20 contains 8308 members 
Mstep: Class 21 contains 15042 members 
Mstep: Class 22 contains 2139 members 
Mstep: Class 23 contains 68465 members 
Mstep: Class 24 contains 17054 members 
Mstep: Class 25 contains 10233 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 185349 members 
Mstep: Class 29 contains 168525 members 
Mstep: Class 30 contains 8359 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 5794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491056.000000 Penalty: 115928.210938
Iteration 240F: 34 clusters Score -1.614911e+08 nChanged 4016
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 80725 members 
Mstep: Class 3 contains 2343 members 
Mstep: Class 4 contains 24807 members 
Mstep: Class 5 contains 161289 members 
Mstep: Class 6 contains 14901 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24859 members 
Mstep: Class 9 contains 19282 members 
Mstep: Class 10 contains 165502 members 
Mstep: Class 11 contains 299241 members 
Mstep: Class 12 contains 11969 members 
Mstep: Class 13 contains 53584 members 
Mstep: Class 14 contains 7692 members 
Mstep: Class 15 contains 3669 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10268 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17768 members 
Mstep: Class 20 contains 8306 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68348 members 
Mstep: Class 24 contains 17048 members 
Mstep: Class 25 contains 10226 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184731 members 
Mstep: Class 29 contains 168139 members 
Mstep: Class 30 contains 8360 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490752.000000 Penalty: 115928.210938
Iteration 241Q: 34 clusters Score -1.614908e+08 nChanged 2681
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22380 members 
Mstep: Class 2 contains 80624 members 
Mstep: Class 3 contains 2347 members 
Mstep: Class 4 contains 24795 members 
Mstep: Class 5 contains 161245 members 
Mstep: Class 6 contains 14892 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24859 members 
Mstep: Class 9 contains 19293 members 
Mstep: Class 10 contains 165344 members 
Mstep: Class 11 contains 300062 members 
Mstep: Class 12 contains 11972 members 
Mstep: Class 13 contains 53585 members 
Mstep: Class 14 contains 7692 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10279 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17771 members 
Mstep: Class 20 contains 8307 members 
Mstep: Class 21 contains 15041 members 
Mstep: Class 22 contains 2138 members 
Mstep: Class 23 contains 68260 members 
Mstep: Class 24 contains 17049 members 
Mstep: Class 25 contains 10223 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184366 members 
Mstep: Class 29 contains 167872 members 
Mstep: Class 30 contains 8363 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6379 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490880.000000 Penalty: 115928.210938
Iteration 242Q: 34 clusters Score -1.614909e+08 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 80529 members 
Mstep: Class 3 contains 2348 members 
Mstep: Class 4 contains 24783 members 
Mstep: Class 5 contains 161339 members 
Mstep: Class 6 contains 14904 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24857 members 
Mstep: Class 9 contains 19301 members 
Mstep: Class 10 contains 165213 members 
Mstep: Class 11 contains 300563 members 
Mstep: Class 12 contains 11974 members 
Mstep: Class 13 contains 53593 members 
Mstep: Class 14 contains 7690 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 4652 members 
Mstep: Class 19 contains 17775 members 
Mstep: Class 20 contains 8305 members 
Mstep: Class 21 contains 15040 members 
Mstep: Class 22 contains 2136 members 
Mstep: Class 23 contains 68187 members 
Mstep: Class 24 contains 17046 members 
Mstep: Class 25 contains 10222 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184106 members 
Mstep: Class 29 contains 167678 members 
Mstep: Class 30 contains 8365 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6523 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490752.000000 Penalty: 115928.210938
Iteration 243Q: 34 clusters Score -1.614908e+08 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22369 members 
Mstep: Class 2 contains 80434 members 
Mstep: Class 3 contains 2352 members 
Mstep: Class 4 contains 24774 members 
Mstep: Class 5 contains 161459 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24856 members 
Mstep: Class 9 contains 19308 members 
Mstep: Class 10 contains 165135 members 
Mstep: Class 11 contains 300787 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53609 members 
Mstep: Class 14 contains 7689 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10305 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17775 members 
Mstep: Class 20 contains 8298 members 
Mstep: Class 21 contains 15041 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 68149 members 
Mstep: Class 24 contains 17043 members 
Mstep: Class 25 contains 10222 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183958 members 
Mstep: Class 29 contains 167562 members 
Mstep: Class 30 contains 8367 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6620 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491088.000000 Penalty: 115928.210938
Iteration 244Q: 34 clusters Score -1.614911e+08 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22372 members 
Mstep: Class 2 contains 80357 members 
Mstep: Class 3 contains 2356 members 
Mstep: Class 4 contains 24773 members 
Mstep: Class 5 contains 161584 members 
Mstep: Class 6 contains 14934 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24859 members 
Mstep: Class 9 contains 19313 members 
Mstep: Class 10 contains 165085 members 
Mstep: Class 11 contains 300914 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 53634 members 
Mstep: Class 14 contains 7689 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10304 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17779 members 
Mstep: Class 20 contains 8294 members 
Mstep: Class 21 contains 15034 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 68110 members 
Mstep: Class 24 contains 17040 members 
Mstep: Class 25 contains 10224 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183848 members 
Mstep: Class 29 contains 167470 members 
Mstep: Class 30 contains 8368 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490976.000000 Penalty: 115928.210938
Iteration 245Q: 34 clusters Score -1.61491e+08 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 80311 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 24774 members 
Mstep: Class 5 contains 161676 members 
Mstep: Class 6 contains 14922 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24859 members 
Mstep: Class 9 contains 19318 members 
Mstep: Class 10 contains 165030 members 
Mstep: Class 11 contains 301024 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53659 members 
Mstep: Class 14 contains 7689 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10302 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17782 members 
Mstep: Class 20 contains 8285 members 
Mstep: Class 21 contains 15024 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 68074 members 
Mstep: Class 24 contains 17035 members 
Mstep: Class 25 contains 10225 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183802 members 
Mstep: Class 29 contains 167403 members 
Mstep: Class 30 contains 8369 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490864.000000 Penalty: 115928.210938
Iteration 246Q: 34 clusters Score -1.614909e+08 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22368 members 
Mstep: Class 2 contains 80253 members 
Mstep: Class 3 contains 2363 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 161747 members 
Mstep: Class 6 contains 14914 members 
Mstep: Class 7 contains 1810 members 
Mstep: Class 8 contains 24859 members 
Mstep: Class 9 contains 19324 members 
Mstep: Class 10 contains 164987 members 
Mstep: Class 11 contains 301085 members 
Mstep: Class 12 contains 11978 members 
Mstep: Class 13 contains 53684 members 
Mstep: Class 14 contains 7690 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10298 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17784 members 
Mstep: Class 20 contains 8277 members 
Mstep: Class 21 contains 15017 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 68033 members 
Mstep: Class 24 contains 17036 members 
Mstep: Class 25 contains 10224 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183795 members 
Mstep: Class 29 contains 167364 members 
Mstep: Class 30 contains 8369 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6794 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491184.000000 Penalty: 115928.210938
Iteration 247Q: 34 clusters Score -1.614912e+08 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 80199 members 
Mstep: Class 3 contains 2362 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 161817 members 
Mstep: Class 6 contains 14921 members 
Mstep: Class 7 contains 1811 members 
Mstep: Class 8 contains 24863 members 
Mstep: Class 9 contains 19331 members 
Mstep: Class 10 contains 164949 members 
Mstep: Class 11 contains 301140 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53688 members 
Mstep: Class 14 contains 7690 members 
Mstep: Class 15 contains 3663 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10296 members 
Mstep: Class 18 contains 4651 members 
Mstep: Class 19 contains 17785 members 
Mstep: Class 20 contains 8271 members 
Mstep: Class 21 contains 15013 members 
Mstep: Class 22 contains 2134 members 
Mstep: Class 23 contains 67990 members 
Mstep: Class 24 contains 17030 members 
Mstep: Class 25 contains 10222 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183799 members 
Mstep: Class 29 contains 167329 members 
Mstep: Class 30 contains 8370 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6826 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161490960.000000 Penalty: 115928.210938
Iteration 248Q: 34 clusters Score -1.61491e+08 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22370 members 
Mstep: Class 2 contains 80168 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 24772 members 
Mstep: Class 5 contains 161859 members 
Mstep: Class 6 contains 14923 members 
Mstep: Class 7 contains 1812 members 
Mstep: Class 8 contains 24864 members 
Mstep: Class 9 contains 19331 members 
Mstep: Class 10 contains 164922 members 
Mstep: Class 11 contains 301158 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53702 members 
Mstep: Class 14 contains 7690 members 
Mstep: Class 15 contains 3664 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10294 members 
Mstep: Class 18 contains 4649 members 
Mstep: Class 19 contains 17788 members 
Mstep: Class 20 contains 8261 members 
Mstep: Class 21 contains 15005 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 67963 members 
Mstep: Class 24 contains 17029 members 
Mstep: Class 25 contains 10219 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183816 members 
Mstep: Class 29 contains 167303 members 
Mstep: Class 30 contains 8372 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6861 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491152.000000 Penalty: 115928.210938
Iteration 249Q: 34 clusters Score -1.614912e+08 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 80133 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 24770 members 
Mstep: Class 5 contains 161891 members 
Mstep: Class 6 contains 14930 members 
Mstep: Class 7 contains 1814 members 
Mstep: Class 8 contains 24866 members 
Mstep: Class 9 contains 19334 members 
Mstep: Class 10 contains 164879 members 
Mstep: Class 11 contains 301182 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53721 members 
Mstep: Class 14 contains 7690 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10293 members 
Mstep: Class 18 contains 4647 members 
Mstep: Class 19 contains 17786 members 
Mstep: Class 20 contains 8255 members 
Mstep: Class 21 contains 15003 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 67935 members 
Mstep: Class 24 contains 17028 members 
Mstep: Class 25 contains 10220 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183825 members 
Mstep: Class 29 contains 167304 members 
Mstep: Class 30 contains 8373 members 
Mstep: Class 31 contains 967 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491088.000000 Penalty: 115928.210938
Iteration 250Q: 34 clusters Score -1.614911e+08 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 80103 members 
Mstep: Class 3 contains 2364 members 
Mstep: Class 4 contains 24773 members 
Mstep: Class 5 contains 161933 members 
Mstep: Class 6 contains 14938 members 
Mstep: Class 7 contains 1819 members 
Mstep: Class 8 contains 24867 members 
Mstep: Class 9 contains 19333 members 
Mstep: Class 10 contains 164851 members 
Mstep: Class 11 contains 301226 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 53728 members 
Mstep: Class 14 contains 7691 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10295 members 
Mstep: Class 18 contains 4643 members 
Mstep: Class 19 contains 17785 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 14999 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 67917 members 
Mstep: Class 24 contains 17024 members 
Mstep: Class 25 contains 10220 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183830 members 
Mstep: Class 29 contains 167284 members 
Mstep: Class 30 contains 8374 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491392.000000 Penalty: 115928.210938
Iteration 251Q: 34 clusters Score -1.614914e+08 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 80076 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 24773 members 
Mstep: Class 5 contains 161974 members 
Mstep: Class 6 contains 14951 members 
Mstep: Class 7 contains 1823 members 
Mstep: Class 8 contains 24863 members 
Mstep: Class 9 contains 19336 members 
Mstep: Class 10 contains 164828 members 
Mstep: Class 11 contains 301236 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53737 members 
Mstep: Class 14 contains 7691 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10297 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17784 members 
Mstep: Class 20 contains 8241 members 
Mstep: Class 21 contains 14996 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 67904 members 
Mstep: Class 24 contains 17022 members 
Mstep: Class 25 contains 10220 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183838 members 
Mstep: Class 29 contains 167259 members 
Mstep: Class 30 contains 8377 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491280.000000 Penalty: 115928.210938
Iteration 252Q: 34 clusters Score -1.614913e+08 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 80055 members 
Mstep: Class 3 contains 2365 members 
Mstep: Class 4 contains 24776 members 
Mstep: Class 5 contains 161999 members 
Mstep: Class 6 contains 14972 members 
Mstep: Class 7 contains 1825 members 
Mstep: Class 8 contains 24862 members 
Mstep: Class 9 contains 19336 members 
Mstep: Class 10 contains 164803 members 
Mstep: Class 11 contains 301238 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 53751 members 
Mstep: Class 14 contains 7691 members 
Mstep: Class 15 contains 3665 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10296 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17781 members 
Mstep: Class 20 contains 8231 members 
Mstep: Class 21 contains 14994 members 
Mstep: Class 22 contains 2133 members 
Mstep: Class 23 contains 67895 members 
Mstep: Class 24 contains 17023 members 
Mstep: Class 25 contains 10220 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183863 members 
Mstep: Class 29 contains 167224 members 
Mstep: Class 30 contains 8376 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491344.000000 Penalty: 115928.210938
Iteration 253Q: 34 clusters Score -1.614913e+08 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 80012 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 24776 members 
Mstep: Class 5 contains 162016 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 1826 members 
Mstep: Class 8 contains 24861 members 
Mstep: Class 9 contains 19339 members 
Mstep: Class 10 contains 164792 members 
Mstep: Class 11 contains 301262 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 53768 members 
Mstep: Class 14 contains 7690 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10296 members 
Mstep: Class 18 contains 4643 members 
Mstep: Class 19 contains 17782 members 
Mstep: Class 20 contains 8225 members 
Mstep: Class 21 contains 14995 members 
Mstep: Class 22 contains 2132 members 
Mstep: Class 23 contains 67873 members 
Mstep: Class 24 contains 17021 members 
Mstep: Class 25 contains 10220 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183859 members 
Mstep: Class 29 contains 167217 members 
Mstep: Class 30 contains 8375 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491424.000000 Penalty: 115928.210938
Iteration 254Q: 34 clusters Score -1.614914e+08 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 79983 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 24778 members 
Mstep: Class 5 contains 162047 members 
Mstep: Class 6 contains 14983 members 
Mstep: Class 7 contains 1828 members 
Mstep: Class 8 contains 24860 members 
Mstep: Class 9 contains 19339 members 
Mstep: Class 10 contains 164768 members 
Mstep: Class 11 contains 301287 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53788 members 
Mstep: Class 14 contains 7690 members 
Mstep: Class 15 contains 3668 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10299 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17782 members 
Mstep: Class 20 contains 8221 members 
Mstep: Class 21 contains 14992 members 
Mstep: Class 22 contains 2131 members 
Mstep: Class 23 contains 67856 members 
Mstep: Class 24 contains 17020 members 
Mstep: Class 25 contains 10220 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183843 members 
Mstep: Class 29 contains 167212 members 
Mstep: Class 30 contains 8377 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6957 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491440.000000 Penalty: 115928.210938
Iteration 255Q: 34 clusters Score -1.614914e+08 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 79967 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 24780 members 
Mstep: Class 5 contains 162072 members 
Mstep: Class 6 contains 14988 members 
Mstep: Class 7 contains 1831 members 
Mstep: Class 8 contains 24859 members 
Mstep: Class 9 contains 19344 members 
Mstep: Class 10 contains 164734 members 
Mstep: Class 11 contains 301277 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53804 members 
Mstep: Class 14 contains 7689 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10302 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17779 members 
Mstep: Class 20 contains 8212 members 
Mstep: Class 21 contains 14990 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67847 members 
Mstep: Class 24 contains 17020 members 
Mstep: Class 25 contains 10219 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183845 members 
Mstep: Class 29 contains 167232 members 
Mstep: Class 30 contains 8378 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491184.000000 Penalty: 115928.210938
Iteration 256Q: 34 clusters Score -1.614912e+08 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22346 members 
Mstep: Class 2 contains 79964 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 24781 members 
Mstep: Class 5 contains 162093 members 
Mstep: Class 6 contains 14986 members 
Mstep: Class 7 contains 1832 members 
Mstep: Class 8 contains 24856 members 
Mstep: Class 9 contains 19341 members 
Mstep: Class 10 contains 164726 members 
Mstep: Class 11 contains 301240 members 
Mstep: Class 12 contains 11973 members 
Mstep: Class 13 contains 53819 members 
Mstep: Class 14 contains 7689 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10303 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 17779 members 
Mstep: Class 20 contains 8202 members 
Mstep: Class 21 contains 14993 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67848 members 
Mstep: Class 24 contains 17018 members 
Mstep: Class 25 contains 10219 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183856 members 
Mstep: Class 29 contains 167241 members 
Mstep: Class 30 contains 8384 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491184.000000 Penalty: 115928.210938
Iteration 257Q: 34 clusters Score -1.614912e+08 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22340 members 
Mstep: Class 2 contains 79960 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 24779 members 
Mstep: Class 5 contains 162124 members 
Mstep: Class 6 contains 14989 members 
Mstep: Class 7 contains 1835 members 
Mstep: Class 8 contains 24856 members 
Mstep: Class 9 contains 19342 members 
Mstep: Class 10 contains 164710 members 
Mstep: Class 11 contains 301213 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53832 members 
Mstep: Class 14 contains 7687 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10301 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 17778 members 
Mstep: Class 20 contains 8188 members 
Mstep: Class 21 contains 14992 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67848 members 
Mstep: Class 24 contains 17016 members 
Mstep: Class 25 contains 10221 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183864 members 
Mstep: Class 29 contains 167241 members 
Mstep: Class 30 contains 8383 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 6992 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491392.000000 Penalty: 115928.210938
Iteration 258Q: 34 clusters Score -1.614914e+08 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22337 members 
Mstep: Class 2 contains 79967 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 24779 members 
Mstep: Class 5 contains 162154 members 
Mstep: Class 6 contains 14979 members 
Mstep: Class 7 contains 1836 members 
Mstep: Class 8 contains 24852 members 
Mstep: Class 9 contains 19343 members 
Mstep: Class 10 contains 164701 members 
Mstep: Class 11 contains 301213 members 
Mstep: Class 12 contains 11975 members 
Mstep: Class 13 contains 53834 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10300 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 17779 members 
Mstep: Class 20 contains 8172 members 
Mstep: Class 21 contains 14992 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67846 members 
Mstep: Class 24 contains 17015 members 
Mstep: Class 25 contains 10221 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183857 members 
Mstep: Class 29 contains 167237 members 
Mstep: Class 30 contains 8386 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7005 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491360.000000 Penalty: 115928.210938
Iteration 259Q: 34 clusters Score -1.614914e+08 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 79970 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 24777 members 
Mstep: Class 5 contains 162180 members 
Mstep: Class 6 contains 14971 members 
Mstep: Class 7 contains 1837 members 
Mstep: Class 8 contains 24846 members 
Mstep: Class 9 contains 19343 members 
Mstep: Class 10 contains 164692 members 
Mstep: Class 11 contains 301205 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 53832 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10294 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 17779 members 
Mstep: Class 20 contains 8155 members 
Mstep: Class 21 contains 14991 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67844 members 
Mstep: Class 24 contains 17014 members 
Mstep: Class 25 contains 10220 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183877 members 
Mstep: Class 29 contains 167232 members 
Mstep: Class 30 contains 8392 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7023 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491376.000000 Penalty: 115928.210938
Iteration 260F: 34 clusters Score -1.614914e+08 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22323 members 
Mstep: Class 2 contains 79964 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 24774 members 
Mstep: Class 5 contains 162194 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 24845 members 
Mstep: Class 9 contains 19339 members 
Mstep: Class 10 contains 164680 members 
Mstep: Class 11 contains 301214 members 
Mstep: Class 12 contains 11976 members 
Mstep: Class 13 contains 53835 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10289 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 17776 members 
Mstep: Class 20 contains 8142 members 
Mstep: Class 21 contains 14991 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67846 members 
Mstep: Class 24 contains 17014 members 
Mstep: Class 25 contains 10218 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183884 members 
Mstep: Class 29 contains 167234 members 
Mstep: Class 30 contains 8398 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7039 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491472.000000 Penalty: 115928.210938
Iteration 261Q: 34 clusters Score -1.614915e+08 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 79955 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 24770 members 
Mstep: Class 5 contains 162196 members 
Mstep: Class 6 contains 14960 members 
Mstep: Class 7 contains 1838 members 
Mstep: Class 8 contains 24841 members 
Mstep: Class 9 contains 19340 members 
Mstep: Class 10 contains 164670 members 
Mstep: Class 11 contains 301235 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53837 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 17775 members 
Mstep: Class 20 contains 8132 members 
Mstep: Class 21 contains 14991 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67836 members 
Mstep: Class 24 contains 17014 members 
Mstep: Class 25 contains 10218 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183897 members 
Mstep: Class 29 contains 167239 members 
Mstep: Class 30 contains 8404 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7049 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491680.000000 Penalty: 115928.210938
Iteration 262Q: 34 clusters Score -1.614917e+08 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 79956 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 24767 members 
Mstep: Class 5 contains 162196 members 
Mstep: Class 6 contains 14952 members 
Mstep: Class 7 contains 1839 members 
Mstep: Class 8 contains 24837 members 
Mstep: Class 9 contains 19343 members 
Mstep: Class 10 contains 164659 members 
Mstep: Class 11 contains 301220 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53842 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4637 members 
Mstep: Class 19 contains 17775 members 
Mstep: Class 20 contains 8125 members 
Mstep: Class 21 contains 14988 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67833 members 
Mstep: Class 24 contains 17014 members 
Mstep: Class 25 contains 10217 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183925 members 
Mstep: Class 29 contains 167252 members 
Mstep: Class 30 contains 8407 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491728.000000 Penalty: 115928.210938
Iteration 263Q: 34 clusters Score -1.614917e+08 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22305 members 
Mstep: Class 2 contains 79959 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 24768 members 
Mstep: Class 5 contains 162190 members 
Mstep: Class 6 contains 14945 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24835 members 
Mstep: Class 9 contains 19343 members 
Mstep: Class 10 contains 164657 members 
Mstep: Class 11 contains 301216 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53851 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 18 contains 4638 members 
Mstep: Class 19 contains 17775 members 
Mstep: Class 20 contains 8112 members 
Mstep: Class 21 contains 14983 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67822 members 
Mstep: Class 24 contains 17013 members 
Mstep: Class 25 contains 10218 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183955 members 
Mstep: Class 29 contains 167261 members 
Mstep: Class 30 contains 8408 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491664.000000 Penalty: 115928.210938
Iteration 264Q: 34 clusters Score -1.614917e+08 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 79967 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 24769 members 
Mstep: Class 5 contains 162189 members 
Mstep: Class 6 contains 14933 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24832 members 
Mstep: Class 9 contains 19344 members 
Mstep: Class 10 contains 164643 members 
Mstep: Class 11 contains 301214 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53863 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10279 members 
Mstep: Class 18 contains 4639 members 
Mstep: Class 19 contains 17775 members 
Mstep: Class 20 contains 8096 members 
Mstep: Class 21 contains 14986 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67821 members 
Mstep: Class 24 contains 17012 members 
Mstep: Class 25 contains 10219 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183977 members 
Mstep: Class 29 contains 167254 members 
Mstep: Class 30 contains 8411 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7076 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491680.000000 Penalty: 115928.210938
Iteration 265Q: 34 clusters Score -1.614917e+08 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 79974 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 24768 members 
Mstep: Class 5 contains 162193 members 
Mstep: Class 6 contains 14929 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24829 members 
Mstep: Class 9 contains 19348 members 
Mstep: Class 10 contains 164631 members 
Mstep: Class 11 contains 301229 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53868 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10282 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 8080 members 
Mstep: Class 21 contains 14988 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67821 members 
Mstep: Class 24 contains 17010 members 
Mstep: Class 25 contains 10219 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 183994 members 
Mstep: Class 29 contains 167239 members 
Mstep: Class 30 contains 8415 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7075 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491632.000000 Penalty: 115928.210938
Iteration 266Q: 34 clusters Score -1.614916e+08 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 79973 members 
Mstep: Class 3 contains 2366 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 162192 members 
Mstep: Class 6 contains 14927 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24832 members 
Mstep: Class 9 contains 19349 members 
Mstep: Class 10 contains 164615 members 
Mstep: Class 11 contains 301252 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53871 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10283 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 8068 members 
Mstep: Class 21 contains 14986 members 
Mstep: Class 22 contains 2130 members 
Mstep: Class 23 contains 67813 members 
Mstep: Class 24 contains 17009 members 
Mstep: Class 25 contains 10219 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184004 members 
Mstep: Class 29 contains 167245 members 
Mstep: Class 30 contains 8416 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491600.000000 Penalty: 115928.210938
Iteration 267Q: 34 clusters Score -1.614916e+08 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22281 members 
Mstep: Class 2 contains 79960 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 162210 members 
Mstep: Class 6 contains 14923 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24831 members 
Mstep: Class 9 contains 19350 members 
Mstep: Class 10 contains 164614 members 
Mstep: Class 11 contains 301259 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53875 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 8058 members 
Mstep: Class 21 contains 14984 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67811 members 
Mstep: Class 24 contains 17009 members 
Mstep: Class 25 contains 10219 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184008 members 
Mstep: Class 29 contains 167239 members 
Mstep: Class 30 contains 8418 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7091 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491744.000000 Penalty: 115928.210938
Iteration 268Q: 34 clusters Score -1.614917e+08 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 79945 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 24768 members 
Mstep: Class 5 contains 162213 members 
Mstep: Class 6 contains 14925 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24829 members 
Mstep: Class 9 contains 19350 members 
Mstep: Class 10 contains 164605 members 
Mstep: Class 11 contains 301268 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53884 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10292 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 8048 members 
Mstep: Class 21 contains 14987 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67805 members 
Mstep: Class 24 contains 17008 members 
Mstep: Class 25 contains 10219 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184016 members 
Mstep: Class 29 contains 167226 members 
Mstep: Class 30 contains 8420 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491696.000000 Penalty: 115928.210938
Iteration 269Q: 34 clusters Score -1.614917e+08 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 79933 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 24768 members 
Mstep: Class 5 contains 162212 members 
Mstep: Class 6 contains 14931 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24828 members 
Mstep: Class 9 contains 19352 members 
Mstep: Class 10 contains 164604 members 
Mstep: Class 11 contains 301282 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53894 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10290 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 8038 members 
Mstep: Class 21 contains 14986 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67805 members 
Mstep: Class 24 contains 17007 members 
Mstep: Class 25 contains 10219 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184016 members 
Mstep: Class 29 contains 167220 members 
Mstep: Class 30 contains 8421 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7112 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491664.000000 Penalty: 115928.210938
Iteration 270Q: 34 clusters Score -1.614917e+08 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22272 members 
Mstep: Class 2 contains 79911 members 
Mstep: Class 3 contains 2367 members 
Mstep: Class 4 contains 24768 members 
Mstep: Class 5 contains 162233 members 
Mstep: Class 6 contains 14935 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24827 members 
Mstep: Class 9 contains 19352 members 
Mstep: Class 10 contains 164596 members 
Mstep: Class 11 contains 301291 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53896 members 
Mstep: Class 14 contains 7683 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 8032 members 
Mstep: Class 21 contains 14985 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67802 members 
Mstep: Class 24 contains 17006 members 
Mstep: Class 25 contains 10219 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184031 members 
Mstep: Class 29 contains 167209 members 
Mstep: Class 30 contains 8423 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491728.000000 Penalty: 115928.210938
Iteration 271Q: 34 clusters Score -1.614917e+08 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 79897 members 
Mstep: Class 3 contains 2368 members 
Mstep: Class 4 contains 24768 members 
Mstep: Class 5 contains 162247 members 
Mstep: Class 6 contains 14944 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24827 members 
Mstep: Class 9 contains 19351 members 
Mstep: Class 10 contains 164585 members 
Mstep: Class 11 contains 301292 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53901 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 4640 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 8025 members 
Mstep: Class 21 contains 14986 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67801 members 
Mstep: Class 24 contains 17005 members 
Mstep: Class 25 contains 10219 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184046 members 
Mstep: Class 29 contains 167197 members 
Mstep: Class 30 contains 8424 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491712.000000 Penalty: 115928.210938
Iteration 272Q: 34 clusters Score -1.614917e+08 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 79891 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 162254 members 
Mstep: Class 6 contains 14949 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24826 members 
Mstep: Class 9 contains 19352 members 
Mstep: Class 10 contains 164575 members 
Mstep: Class 11 contains 301278 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53904 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17771 members 
Mstep: Class 20 contains 8020 members 
Mstep: Class 21 contains 14986 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67798 members 
Mstep: Class 24 contains 17008 members 
Mstep: Class 25 contains 10217 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184079 members 
Mstep: Class 29 contains 167187 members 
Mstep: Class 30 contains 8424 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491632.000000 Penalty: 115928.210938
Iteration 273Q: 34 clusters Score -1.614916e+08 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22271 members 
Mstep: Class 2 contains 79886 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 24764 members 
Mstep: Class 5 contains 162245 members 
Mstep: Class 6 contains 14948 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24826 members 
Mstep: Class 9 contains 19353 members 
Mstep: Class 10 contains 164568 members 
Mstep: Class 11 contains 301279 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53911 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17772 members 
Mstep: Class 20 contains 8012 members 
Mstep: Class 21 contains 14985 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67797 members 
Mstep: Class 24 contains 17006 members 
Mstep: Class 25 contains 10216 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184102 members 
Mstep: Class 29 contains 167187 members 
Mstep: Class 30 contains 8425 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7123 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491632.000000 Penalty: 115928.210938
Iteration 274Q: 34 clusters Score -1.614916e+08 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22269 members 
Mstep: Class 2 contains 79878 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 162241 members 
Mstep: Class 6 contains 14953 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24824 members 
Mstep: Class 9 contains 19354 members 
Mstep: Class 10 contains 164571 members 
Mstep: Class 11 contains 301277 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53917 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17772 members 
Mstep: Class 20 contains 8006 members 
Mstep: Class 21 contains 14985 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67796 members 
Mstep: Class 24 contains 17005 members 
Mstep: Class 25 contains 10216 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184120 members 
Mstep: Class 29 contains 167181 members 
Mstep: Class 30 contains 8426 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491776.000000 Penalty: 115928.210938
Iteration 275Q: 34 clusters Score -1.614918e+08 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 79872 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 162237 members 
Mstep: Class 6 contains 14956 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24822 members 
Mstep: Class 9 contains 19357 members 
Mstep: Class 10 contains 164562 members 
Mstep: Class 11 contains 301277 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53923 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4642 members 
Mstep: Class 19 contains 17772 members 
Mstep: Class 20 contains 8001 members 
Mstep: Class 21 contains 14985 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67793 members 
Mstep: Class 24 contains 17005 members 
Mstep: Class 25 contains 10216 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184132 members 
Mstep: Class 29 contains 167186 members 
Mstep: Class 30 contains 8427 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491792.000000 Penalty: 115928.210938
Iteration 276Q: 34 clusters Score -1.614918e+08 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22267 members 
Mstep: Class 2 contains 79870 members 
Mstep: Class 3 contains 2369 members 
Mstep: Class 4 contains 24764 members 
Mstep: Class 5 contains 162239 members 
Mstep: Class 6 contains 14958 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24822 members 
Mstep: Class 9 contains 19358 members 
Mstep: Class 10 contains 164550 members 
Mstep: Class 11 contains 301283 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53925 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 7997 members 
Mstep: Class 21 contains 14985 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67793 members 
Mstep: Class 24 contains 17005 members 
Mstep: Class 25 contains 10215 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184132 members 
Mstep: Class 29 contains 167192 members 
Mstep: Class 30 contains 8429 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491680.000000 Penalty: 115928.210938
Iteration 277Q: 34 clusters Score -1.614917e+08 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 79865 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 162244 members 
Mstep: Class 6 contains 14959 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24821 members 
Mstep: Class 9 contains 19359 members 
Mstep: Class 10 contains 164536 members 
Mstep: Class 11 contains 301285 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53925 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17772 members 
Mstep: Class 20 contains 7995 members 
Mstep: Class 21 contains 14986 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67791 members 
Mstep: Class 24 contains 17004 members 
Mstep: Class 25 contains 10215 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184139 members 
Mstep: Class 29 contains 167195 members 
Mstep: Class 30 contains 8430 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7122 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491632.000000 Penalty: 115928.210938
Iteration 278Q: 34 clusters Score -1.614916e+08 nChanged 131
Entering ConstructFrom: 
Score: -161491632.000000 Penalty: 115928.210938
Entering ConstructFrom: 
Trying to split cluster 1 (22265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Entering Unmasked Estep 
Score: -2668215.750000 Penalty: 2482.671143
	Iteration 0F: 2 clusters Score -2668216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -2652665.000000 Penalty: 4965.342285
	Iteration 0F: 3 clusters Score -2652665 nChanged 9811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 10996 members 
Entering Unmasked Estep 
Score: -2657803.000000 Penalty: 4965.342285
	Iteration 1F: 3 clusters Score -2657803 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -2658222.500000 Penalty: 4965.342285
	Iteration 2F: 3 clusters Score -2658222 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -2658608.250000 Penalty: 4965.342285
	Iteration 3Q: 3 clusters Score -2658608 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11894 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -2659030.250000 Penalty: 4965.342285
	Iteration 4Q: 3 clusters Score -2659030 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12160 members 
Mstep: Class 2 contains 10105 members 
Entering Unmasked Estep 
Score: -2659472.250000 Penalty: 4965.342285
	Iteration 5Q: 3 clusters Score -2659472 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12442 members 
Mstep: Class 2 contains 9823 members 
Entering Unmasked Estep 
Score: -2659872.000000 Penalty: 4965.342285
	Iteration 6Q: 3 clusters Score -2659872 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12758 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2660229.000000 Penalty: 4965.342285
	Iteration 7Q: 3 clusters Score -2660229 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13078 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -2660554.500000 Penalty: 4965.342285
	Iteration 8Q: 3 clusters Score -2660554 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -2660897.750000 Penalty: 4965.342285
	Iteration 9Q: 3 clusters Score -2660898 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 8514 members 
Entering Unmasked Estep 
Score: -2661241.250000 Penalty: 4965.342285
	Iteration 10Q: 3 clusters Score -2661241 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -2661645.500000 Penalty: 4965.342285
	Iteration 11Q: 3 clusters Score -2661646 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -2662096.750000 Penalty: 4965.342285
	Iteration 12Q: 3 clusters Score -2662097 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 7360 members 
Entering Unmasked Estep 
Score: -2662536.000000 Penalty: 4965.342285
	Iteration 13Q: 3 clusters Score -2662536 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15286 members 
Mstep: Class 2 contains 6979 members 
Entering Unmasked Estep 
Score: -2662963.500000 Penalty: 4965.342285
	Iteration 14Q: 3 clusters Score -2662964 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -2663302.250000 Penalty: 4965.342285
	Iteration 15Q: 3 clusters Score -2663302 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -2663615.500000 Penalty: 4965.342285
	Iteration 16Q: 3 clusters Score -2663616 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16402 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -2663836.000000 Penalty: 4965.342285
	Iteration 17Q: 3 clusters Score -2663836 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -2664005.250000 Penalty: 4965.342285
	Iteration 18Q: 3 clusters Score -2664005 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2664153.250000 Penalty: 4965.342285
	Iteration 19Q: 3 clusters Score -2664153 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -2664288.500000 Penalty: 4965.342285
	Iteration 20F: 3 clusters Score -2664288 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2664406.000000 Penalty: 4965.342285
	Iteration 21Q: 3 clusters Score -2664406 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -2664502.000000 Penalty: 4965.342285
	Iteration 22Q: 3 clusters Score -2664502 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2664625.250000 Penalty: 4965.342285
	Iteration 23Q: 3 clusters Score -2664625 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2664740.500000 Penalty: 4965.342285
	Iteration 24Q: 3 clusters Score -2664740 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -2664841.500000 Penalty: 4965.342285
	Iteration 25Q: 3 clusters Score -2664842 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -2664974.750000 Penalty: 4965.342285
	Iteration 26Q: 3 clusters Score -2664975 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19324 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2665097.000000 Penalty: 4965.342285
	Iteration 27Q: 3 clusters Score -2665097 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -2665204.750000 Penalty: 4965.342285
	Iteration 28Q: 3 clusters Score -2665205 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19769 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -2665296.250000 Penalty: 4965.342285
	Iteration 29Q: 3 clusters Score -2665296 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -2665362.750000 Penalty: 4965.342285
	Iteration 30Q: 3 clusters Score -2665363 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20140 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2665423.000000 Penalty: 4965.342285
	Iteration 31Q: 3 clusters Score -2665423 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20293 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -2665495.250000 Penalty: 4965.342285
	Iteration 32Q: 3 clusters Score -2665495 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -2665581.000000 Penalty: 4965.342285
	Iteration 33Q: 3 clusters Score -2665581 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -2665652.250000 Penalty: 4965.342285
	Iteration 34Q: 3 clusters Score -2665652 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20699 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -2665725.500000 Penalty: 4965.342285
	Iteration 35Q: 3 clusters Score -2665726 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -2665761.750000 Penalty: 4965.342285
	Iteration 36Q: 3 clusters Score -2665762 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20903 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -2665807.750000 Penalty: 4965.342285
	Iteration 37Q: 3 clusters Score -2665808 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 1294 members 
Entering Unmasked Estep 
Score: -2665852.500000 Penalty: 4965.342285
	Iteration 38Q: 3 clusters Score -2665852 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21035 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2665883.750000 Penalty: 4965.342285
	Iteration 39Q: 3 clusters Score -2665884 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -2665907.500000 Penalty: 4965.342285
	Iteration 40F: 3 clusters Score -2665908 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -2665921.500000 Penalty: 4965.342285
	Iteration 41Q: 3 clusters Score -2665922 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21165 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -2665936.750000 Penalty: 4965.342285
	Iteration 42Q: 3 clusters Score -2665937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21196 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -2665953.000000 Penalty: 4965.342285
	Iteration 43Q: 3 clusters Score -2665953 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2665964.250000 Penalty: 4965.342285
	Iteration 44Q: 3 clusters Score -2665964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -2665985.000000 Penalty: 4965.342285
	Iteration 45Q: 3 clusters Score -2665985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2665996.500000 Penalty: 4965.342285
	Iteration 46Q: 3 clusters Score -2665996 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2666011.250000 Penalty: 4965.342285
	Iteration 47Q: 3 clusters Score -2666011 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21315 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -2666021.750000 Penalty: 4965.342285
	Iteration 48Q: 3 clusters Score -2666022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -2666027.250000 Penalty: 4965.342285
	Iteration 49Q: 3 clusters Score -2666027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2666028.750000 Penalty: 4965.342285
	Iteration 50Q: 3 clusters Score -2666029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21347 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -2666035.000000 Penalty: 4965.342285
	Iteration 51Q: 3 clusters Score -2666035 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -2666039.250000 Penalty: 4965.342285
	Iteration 52Q: 3 clusters Score -2666039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -2666043.250000 Penalty: 4965.342285
	Iteration 53Q: 3 clusters Score -2666043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2666048.750000 Penalty: 4965.342285
	Iteration 54Q: 3 clusters Score -2666049 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21381 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -2666052.750000 Penalty: 4965.342285
	Iteration 55Q: 3 clusters Score -2666053 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2666056.250000 Penalty: 4965.342285
	Iteration 56Q: 3 clusters Score -2666056 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -2666067.000000 Penalty: 4965.342285
	Iteration 57Q: 3 clusters Score -2666067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -2666075.500000 Penalty: 4965.342285
	Iteration 58Q: 3 clusters Score -2666076 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2666080.000000 Penalty: 4965.342285
	Iteration 59Q: 3 clusters Score -2666080 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -2666085.750000 Penalty: 4965.342285
	Iteration 60F: 3 clusters Score -2666086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2666099.750000 Penalty: 4965.342285
	Iteration 61Q: 3 clusters Score -2666100 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -2666102.250000 Penalty: 4965.342285
	Iteration 62Q: 3 clusters Score -2666102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21475 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -2666111.000000 Penalty: 4965.342285
	Iteration 63Q: 3 clusters Score -2666111 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21484 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -2666116.500000 Penalty: 4965.342285
	Iteration 64Q: 3 clusters Score -2666116 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21492 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -2666128.500000 Penalty: 4965.342285
	Iteration 65Q: 3 clusters Score -2666128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21498 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2666133.500000 Penalty: 4965.342285
	Iteration 66Q: 3 clusters Score -2666134 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -2666141.000000 Penalty: 4965.342285
	Iteration 67Q: 3 clusters Score -2666141 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -2666137.250000 Penalty: 4965.342285
	Iteration 68Q: 3 clusters Score -2666137 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21515 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -2666138.000000 Penalty: 4965.342285
	Iteration 69Q: 3 clusters Score -2666138 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -2666140.000000 Penalty: 4965.342285
	Iteration 70Q: 3 clusters Score -2666140 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2666140.000000 Penalty: 4965.342285
	Iteration 71Q: 3 clusters Score -2666140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -2666140.000000 Penalty: 4965.342285
	Iteration 72F: 3 clusters Score -2666140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79865 members 
Entering Unmasked Estep 
Score: -9135767.000000 Penalty: 2799.447021
	Iteration 0F: 2 clusters Score -9135767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39869 members 
Mstep: Class 2 contains 39996 members 
Entering Unmasked Estep 
Score: -9082652.000000 Penalty: 5598.894043
	Iteration 0F: 3 clusters Score -9082652 nChanged 37321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38974 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -9103203.000000 Penalty: 5598.894043
	Iteration 1F: 3 clusters Score -9103203 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38330 members 
Mstep: Class 2 contains 41535 members 
Entering Unmasked Estep 
Score: -9103671.000000 Penalty: 5598.894043
	Iteration 2Q: 3 clusters Score -9103671 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -9104338.000000 Penalty: 5598.894043
	Iteration 3Q: 3 clusters Score -9104338 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36139 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -9105041.000000 Penalty: 5598.894043
	Iteration 4Q: 3 clusters Score -9105041 nChanged 2862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -9106017.000000 Penalty: 5598.894043
	Iteration 5Q: 3 clusters Score -9106017 nChanged 3274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 48262 members 
Entering Unmasked Estep 
Score: -9107156.000000 Penalty: 5598.894043
	Iteration 6Q: 3 clusters Score -9107156 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 52062 members 
Entering Unmasked Estep 
Score: -9109198.000000 Penalty: 5598.894043
	Iteration 7F: 3 clusters Score -9109198 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 57222 members 
Entering Unmasked Estep 
Score: -9112673.000000 Penalty: 5598.894043
	Iteration 8F: 3 clusters Score -9112673 nChanged 6304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16379 members 
Mstep: Class 2 contains 63486 members 
Entering Unmasked Estep 
Score: -9117784.000000 Penalty: 5598.894043
	Iteration 9F: 3 clusters Score -9117784 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9929 members 
Mstep: Class 2 contains 69936 members 
Entering Unmasked Estep 
Score: -9123714.000000 Penalty: 5598.894043
	Iteration 10F: 3 clusters Score -9123714 nChanged 5101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 75037 members 
Entering Unmasked Estep 
Score: -9128803.000000 Penalty: 5598.894043
	Iteration 11F: 3 clusters Score -9128803 nChanged 2974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 78009 members 
Entering Unmasked Estep 
Score: -9131707.000000 Penalty: 5598.894043
	Iteration 12Q: 3 clusters Score -9131707 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 79120 members 
Entering Unmasked Estep 
Score: -9132749.000000 Penalty: 5598.894043
	Iteration 13Q: 3 clusters Score -9132749 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -9133087.000000 Penalty: 5598.894043
	Iteration 14Q: 3 clusters Score -9133087 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 79543 members 
Entering Unmasked Estep 
Score: -9133199.000000 Penalty: 5598.894043
	Iteration 15Q: 3 clusters Score -9133199 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 79585 members 
Entering Unmasked Estep 
Score: -9133276.000000 Penalty: 5598.894043
	Iteration 16Q: 3 clusters Score -9133276 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 79610 members 
Entering Unmasked Estep 
Score: -9133306.000000 Penalty: 5598.894043
	Iteration 17Q: 3 clusters Score -9133306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 79626 members 
Entering Unmasked Estep 
Score: -9133344.000000 Penalty: 5598.894043
	Iteration 18Q: 3 clusters Score -9133344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 79631 members 
Entering Unmasked Estep 
Score: -9133361.000000 Penalty: 5598.894043
	Iteration 19Q: 3 clusters Score -9133361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 79634 members 
Entering Unmasked Estep 
Score: -9133370.000000 Penalty: 5598.894043
	Iteration 20F: 3 clusters Score -9133370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -9133368.000000 Penalty: 5598.894043
	Iteration 21Q: 3 clusters Score -9133368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 79636 members 
Entering Unmasked Estep 
Score: -9133371.000000 Penalty: 5598.894043
	Iteration 22Q: 3 clusters Score -9133371 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -9133373.000000 Penalty: 5598.894043
	Iteration 23Q: 3 clusters Score -9133373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 79635 members 
Entering Unmasked Estep 
Score: -9133373.000000 Penalty: 5598.894043
	Iteration 24F: 3 clusters Score -9133373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -246954.593750 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -246954.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -244099.968750 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -244100 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -244673.703125 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -244673.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -244837.765625 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -244837.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -244939.906250 Penalty: 3854.239990
	Iteration 3Q: 3 clusters Score -244939.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -245001.046875 Penalty: 3854.239990
	Iteration 4Q: 3 clusters Score -245001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -245055.953125 Penalty: 3854.239990
	Iteration 5Q: 3 clusters Score -245056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -245100.562500 Penalty: 3854.239990
	Iteration 6Q: 3 clusters Score -245100.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -245138.812500 Penalty: 3854.239990
	Iteration 7Q: 3 clusters Score -245138.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -245165.343750 Penalty: 3854.239990
	Iteration 8Q: 3 clusters Score -245165.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -245187.250000 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -245187.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -245205.187500 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -245205.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -245217.921875 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -245217.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -245223.796875 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -245223.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -245228.937500 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -245228.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -245230.453125 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -245230.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -245231.312500 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -245231.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -245232.781250 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -245232.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -245234.359375 Penalty: 3854.239990
	Iteration 17Q: 3 clusters Score -245234.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -245236.250000 Penalty: 3854.239990
	Iteration 18Q: 3 clusters Score -245236.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -245238.140625 Penalty: 3854.239990
	Iteration 19Q: 3 clusters Score -245238.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -245238.562500 Penalty: 3854.239990
	Iteration 20F: 3 clusters Score -245238.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -245239.312500 Penalty: 3854.239990
	Iteration 21Q: 3 clusters Score -245239.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -245240.843750 Penalty: 3854.239990
	Iteration 22Q: 3 clusters Score -245240.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -245241.953125 Penalty: 3854.239990
	Iteration 23Q: 3 clusters Score -245242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -245243.359375 Penalty: 3854.239990
	Iteration 24Q: 3 clusters Score -245243.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -245244.250000 Penalty: 3854.239990
	Iteration 25Q: 3 clusters Score -245244.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -245245.515625 Penalty: 3854.239990
	Iteration 26Q: 3 clusters Score -245245.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -245245.625000 Penalty: 3854.239990
	Iteration 27Q: 3 clusters Score -245245.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -245245.625000 Penalty: 3854.239990
	Iteration 28F: 3 clusters Score -245245.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24766 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24766 members 
Entering Unmasked Estep 
Score: -2719876.250000 Penalty: 2509.072266
	Iteration 0F: 2 clusters Score -2719876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12323 members 
Mstep: Class 2 contains 12443 members 
Entering Unmasked Estep 
Score: -2702701.000000 Penalty: 5018.144531
	Iteration 0F: 3 clusters Score -2702701 nChanged 11048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12063 members 
Mstep: Class 2 contains 12703 members 
Entering Unmasked Estep 
Score: -2708780.500000 Penalty: 5018.144531
	Iteration 1F: 3 clusters Score -2708780 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -2709359.250000 Penalty: 5018.144531
	Iteration 2F: 3 clusters Score -2709359 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 12896 members 
Entering Unmasked Estep 
Score: -2710032.000000 Penalty: 5018.144531
	Iteration 3F: 3 clusters Score -2710032 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11791 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2710878.000000 Penalty: 5018.144531
	Iteration 4F: 3 clusters Score -2710878 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11737 members 
Mstep: Class 2 contains 13029 members 
Entering Unmasked Estep 
Score: -2711864.500000 Penalty: 5018.144531
	Iteration 5F: 3 clusters Score -2711864 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11626 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -2712881.250000 Penalty: 5018.144531
	Iteration 6F: 3 clusters Score -2712881 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 13323 members 
Entering Unmasked Estep 
Score: -2713862.250000 Penalty: 5018.144531
	Iteration 7F: 3 clusters Score -2713862 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11191 members 
Mstep: Class 2 contains 13575 members 
Entering Unmasked Estep 
Score: -2714781.250000 Penalty: 5018.144531
	Iteration 8F: 3 clusters Score -2714781 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 13885 members 
Entering Unmasked Estep 
Score: -2715534.750000 Penalty: 5018.144531
	Iteration 9Q: 3 clusters Score -2715535 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -2716134.250000 Penalty: 5018.144531
	Iteration 10Q: 3 clusters Score -2716134 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 14436 members 
Entering Unmasked Estep 
Score: -2716562.750000 Penalty: 5018.144531
	Iteration 11Q: 3 clusters Score -2716563 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10105 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -2716810.250000 Penalty: 5018.144531
	Iteration 12Q: 3 clusters Score -2716810 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 14867 members 
Entering Unmasked Estep 
Score: -2717002.000000 Penalty: 5018.144531
	Iteration 13Q: 3 clusters Score -2717002 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9707 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -2717171.500000 Penalty: 5018.144531
	Iteration 14Q: 3 clusters Score -2717172 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 15276 members 
Entering Unmasked Estep 
Score: -2717295.750000 Penalty: 5018.144531
	Iteration 15Q: 3 clusters Score -2717296 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9280 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -2717403.000000 Penalty: 5018.144531
	Iteration 16Q: 3 clusters Score -2717403 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9050 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -2717514.500000 Penalty: 5018.144531
	Iteration 17Q: 3 clusters Score -2717514 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2717602.750000 Penalty: 5018.144531
	Iteration 18Q: 3 clusters Score -2717603 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 16130 members 
Entering Unmasked Estep 
Score: -2717664.750000 Penalty: 5018.144531
	Iteration 19Q: 3 clusters Score -2717665 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8455 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2717722.250000 Penalty: 5018.144531
	Iteration 20F: 3 clusters Score -2717722 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -2717767.000000 Penalty: 5018.144531
	Iteration 21Q: 3 clusters Score -2717767 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -2717817.500000 Penalty: 5018.144531
	Iteration 22Q: 3 clusters Score -2717818 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2717870.750000 Penalty: 5018.144531
	Iteration 23Q: 3 clusters Score -2717871 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7791 members 
Mstep: Class 2 contains 16975 members 
Entering Unmasked Estep 
Score: -2717901.500000 Penalty: 5018.144531
	Iteration 24Q: 3 clusters Score -2717902 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -2717941.750000 Penalty: 5018.144531
	Iteration 25Q: 3 clusters Score -2717942 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -2717975.250000 Penalty: 5018.144531
	Iteration 26Q: 3 clusters Score -2717975 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -2718008.000000 Penalty: 5018.144531
	Iteration 27Q: 3 clusters Score -2718008 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7203 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2718043.000000 Penalty: 5018.144531
	Iteration 28Q: 3 clusters Score -2718043 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 17703 members 
Entering Unmasked Estep 
Score: -2718061.500000 Penalty: 5018.144531
	Iteration 29Q: 3 clusters Score -2718062 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -2718107.500000 Penalty: 5018.144531
	Iteration 30Q: 3 clusters Score -2718108 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -2718143.000000 Penalty: 5018.144531
	Iteration 31Q: 3 clusters Score -2718143 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -2718180.000000 Penalty: 5018.144531
	Iteration 32Q: 3 clusters Score -2718180 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 18352 members 
Entering Unmasked Estep 
Score: -2718228.000000 Penalty: 5018.144531
	Iteration 33Q: 3 clusters Score -2718228 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6256 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2718271.500000 Penalty: 5018.144531
	Iteration 34Q: 3 clusters Score -2718272 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -2718323.000000 Penalty: 5018.144531
	Iteration 35Q: 3 clusters Score -2718323 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5915 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -2718372.750000 Penalty: 5018.144531
	Iteration 36Q: 3 clusters Score -2718373 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -2718428.000000 Penalty: 5018.144531
	Iteration 37Q: 3 clusters Score -2718428 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -2718515.250000 Penalty: 5018.144531
	Iteration 38Q: 3 clusters Score -2718515 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -2718673.500000 Penalty: 5018.144531
	Iteration 39Q: 3 clusters Score -2718674 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 19691 members 
Entering Unmasked Estep 
Score: -2718863.250000 Penalty: 5018.144531
	Iteration 40F: 3 clusters Score -2718863 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -2719024.750000 Penalty: 5018.144531
	Iteration 41Q: 3 clusters Score -2719025 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4662 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2719124.750000 Penalty: 5018.144531
	Iteration 42Q: 3 clusters Score -2719125 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 20274 members 
Entering Unmasked Estep 
Score: -2719187.250000 Penalty: 5018.144531
	Iteration 43Q: 3 clusters Score -2719187 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 20403 members 
Entering Unmasked Estep 
Score: -2719224.500000 Penalty: 5018.144531
	Iteration 44Q: 3 clusters Score -2719224 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 20503 members 
Entering Unmasked Estep 
Score: -2719251.250000 Penalty: 5018.144531
	Iteration 45Q: 3 clusters Score -2719251 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -2719270.250000 Penalty: 5018.144531
	Iteration 46Q: 3 clusters Score -2719270 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4104 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -2719285.000000 Penalty: 5018.144531
	Iteration 47Q: 3 clusters Score -2719285 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -2719297.000000 Penalty: 5018.144531
	Iteration 48Q: 3 clusters Score -2719297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2719305.000000 Penalty: 5018.144531
	Iteration 49Q: 3 clusters Score -2719305 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2719311.250000 Penalty: 5018.144531
	Iteration 50Q: 3 clusters Score -2719311 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -2719318.000000 Penalty: 5018.144531
	Iteration 51Q: 3 clusters Score -2719318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -2719322.000000 Penalty: 5018.144531
	Iteration 52Q: 3 clusters Score -2719322 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -2719333.250000 Penalty: 5018.144531
	Iteration 53Q: 3 clusters Score -2719333 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 20953 members 
Entering Unmasked Estep 
Score: -2719332.750000 Penalty: 5018.144531
	Iteration 54Q: 3 clusters Score -2719333 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -2719340.250000 Penalty: 5018.144531
	Iteration 55Q: 3 clusters Score -2719340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -2719341.250000 Penalty: 5018.144531
	Iteration 56Q: 3 clusters Score -2719341 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -2719346.000000 Penalty: 5018.144531
	Iteration 57Q: 3 clusters Score -2719346 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -2719355.500000 Penalty: 5018.144531
	Iteration 58Q: 3 clusters Score -2719356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -2719351.000000 Penalty: 5018.144531
	Iteration 59Q: 3 clusters Score -2719351 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -2719355.750000 Penalty: 5018.144531
	Iteration 60F: 3 clusters Score -2719356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 21062 members 
Entering Unmasked Estep 
Score: -2719355.500000 Penalty: 5018.144531
	Iteration 61Q: 3 clusters Score -2719356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -2719356.000000 Penalty: 5018.144531
	Iteration 62Q: 3 clusters Score -2719356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2719359.750000 Penalty: 5018.144531
	Iteration 63Q: 3 clusters Score -2719360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2719362.250000 Penalty: 5018.144531
	Iteration 64Q: 3 clusters Score -2719362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2719362.250000 Penalty: 5018.144531
	Iteration 65F: 3 clusters Score -2719362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (162249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162249 members 
Entering Unmasked Estep 
Score: -19081670.000000 Penalty: 2975.228027
	Iteration 0F: 2 clusters Score -1.908167e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81109 members 
Mstep: Class 2 contains 81140 members 
Entering Unmasked Estep 
Score: -18973588.000000 Penalty: 5950.456055
	Iteration 0F: 3 clusters Score -1.897359e+07 nChanged 77596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82773 members 
Mstep: Class 2 contains 79476 members 
Entering Unmasked Estep 
Score: -19019652.000000 Penalty: 5950.456055
	Iteration 1F: 3 clusters Score -1.901965e+07 nChanged 5757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83498 members 
Mstep: Class 2 contains 78751 members 
Entering Unmasked Estep 
Score: -19021830.000000 Penalty: 5950.456055
	Iteration 2Q: 3 clusters Score -1.902183e+07 nChanged 7140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84796 members 
Mstep: Class 2 contains 77453 members 
Entering Unmasked Estep 
Score: -19025492.000000 Penalty: 5950.456055
	Iteration 3Q: 3 clusters Score -1.902549e+07 nChanged 9202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87262 members 
Mstep: Class 2 contains 74987 members 
Entering Unmasked Estep 
Score: -19031292.000000 Penalty: 5950.456055
	Iteration 4F: 3 clusters Score -1.903129e+07 nChanged 11472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91436 members 
Mstep: Class 2 contains 70813 members 
Entering Unmasked Estep 
Score: -19039644.000000 Penalty: 5950.456055
	Iteration 5F: 3 clusters Score -1.903964e+07 nChanged 12802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96982 members 
Mstep: Class 2 contains 65267 members 
Entering Unmasked Estep 
Score: -19050338.000000 Penalty: 5950.456055
	Iteration 6F: 3 clusters Score -1.905034e+07 nChanged 12269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102713 members 
Mstep: Class 2 contains 59536 members 
Entering Unmasked Estep 
Score: -19061266.000000 Penalty: 5950.456055
	Iteration 7F: 3 clusters Score -1.906127e+07 nChanged 9159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107108 members 
Mstep: Class 2 contains 55141 members 
Entering Unmasked Estep 
Score: -19067746.000000 Penalty: 5950.456055
	Iteration 8F: 3 clusters Score -1.906775e+07 nChanged 5395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110413 members 
Mstep: Class 2 contains 51836 members 
Entering Unmasked Estep 
Score: -19070314.000000 Penalty: 5950.456055
	Iteration 9Q: 3 clusters Score -1.907031e+07 nChanged 3263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113148 members 
Mstep: Class 2 contains 49101 members 
Entering Unmasked Estep 
Score: -19071676.000000 Penalty: 5950.456055
	Iteration 10Q: 3 clusters Score -1.907168e+07 nChanged 2703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115701 members 
Mstep: Class 2 contains 46548 members 
Entering Unmasked Estep 
Score: -19072698.000000 Penalty: 5950.456055
	Iteration 11Q: 3 clusters Score -1.90727e+07 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118020 members 
Mstep: Class 2 contains 44229 members 
Entering Unmasked Estep 
Score: -19073636.000000 Penalty: 5950.456055
	Iteration 12Q: 3 clusters Score -1.907364e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120263 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -19074470.000000 Penalty: 5950.456055
	Iteration 13Q: 3 clusters Score -1.907447e+07 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122427 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -19075174.000000 Penalty: 5950.456055
	Iteration 14Q: 3 clusters Score -1.907517e+07 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124512 members 
Mstep: Class 2 contains 37737 members 
Entering Unmasked Estep 
Score: -19075688.000000 Penalty: 5950.456055
	Iteration 15Q: 3 clusters Score -1.907569e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126472 members 
Mstep: Class 2 contains 35777 members 
Entering Unmasked Estep 
Score: -19076246.000000 Penalty: 5950.456055
	Iteration 16Q: 3 clusters Score -1.907625e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128344 members 
Mstep: Class 2 contains 33905 members 
Entering Unmasked Estep 
Score: -19076686.000000 Penalty: 5950.456055
	Iteration 17Q: 3 clusters Score -1.907669e+07 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130114 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -19077136.000000 Penalty: 5950.456055
	Iteration 18Q: 3 clusters Score -1.907714e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131777 members 
Mstep: Class 2 contains 30472 members 
Entering Unmasked Estep 
Score: -19077542.000000 Penalty: 5950.456055
	Iteration 19Q: 3 clusters Score -1.907754e+07 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133369 members 
Mstep: Class 2 contains 28880 members 
Entering Unmasked Estep 
Score: -19077994.000000 Penalty: 5950.456055
	Iteration 20F: 3 clusters Score -1.907799e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134853 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -19078300.000000 Penalty: 5950.456055
	Iteration 21Q: 3 clusters Score -1.90783e+07 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136174 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -19078506.000000 Penalty: 5950.456055
	Iteration 22Q: 3 clusters Score -1.907851e+07 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137385 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -19078798.000000 Penalty: 5950.456055
	Iteration 23Q: 3 clusters Score -1.90788e+07 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138559 members 
Mstep: Class 2 contains 23690 members 
Entering Unmasked Estep 
Score: -19079070.000000 Penalty: 5950.456055
	Iteration 24Q: 3 clusters Score -1.907907e+07 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139648 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -19079410.000000 Penalty: 5950.456055
	Iteration 25Q: 3 clusters Score -1.907941e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140668 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -19079660.000000 Penalty: 5950.456055
	Iteration 26Q: 3 clusters Score -1.907966e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141635 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -19079940.000000 Penalty: 5950.456055
	Iteration 27Q: 3 clusters Score -1.907994e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142526 members 
Mstep: Class 2 contains 19723 members 
Entering Unmasked Estep 
Score: -19080184.000000 Penalty: 5950.456055
	Iteration 28Q: 3 clusters Score -1.908018e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143363 members 
Mstep: Class 2 contains 18886 members 
Entering Unmasked Estep 
Score: -19080334.000000 Penalty: 5950.456055
	Iteration 29Q: 3 clusters Score -1.908033e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144132 members 
Mstep: Class 2 contains 18117 members 
Entering Unmasked Estep 
Score: -19080488.000000 Penalty: 5950.456055
	Iteration 30Q: 3 clusters Score -1.908049e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144837 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -19080544.000000 Penalty: 5950.456055
	Iteration 31Q: 3 clusters Score -1.908054e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145481 members 
Mstep: Class 2 contains 16768 members 
Entering Unmasked Estep 
Score: -19080644.000000 Penalty: 5950.456055
	Iteration 32Q: 3 clusters Score -1.908064e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146079 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -19080630.000000 Penalty: 5950.456055
	Iteration 33Q: 3 clusters Score -1.908063e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146663 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -19080738.000000 Penalty: 5950.456055
	Iteration 34Q: 3 clusters Score -1.908074e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147211 members 
Mstep: Class 2 contains 15038 members 
Entering Unmasked Estep 
Score: -19080804.000000 Penalty: 5950.456055
	Iteration 35Q: 3 clusters Score -1.90808e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147755 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -19080810.000000 Penalty: 5950.456055
	Iteration 36Q: 3 clusters Score -1.908081e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148275 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -19080832.000000 Penalty: 5950.456055
	Iteration 37Q: 3 clusters Score -1.908083e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148793 members 
Mstep: Class 2 contains 13456 members 
Entering Unmasked Estep 
Score: -19080840.000000 Penalty: 5950.456055
	Iteration 38Q: 3 clusters Score -1.908084e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149294 members 
Mstep: Class 2 contains 12955 members 
Entering Unmasked Estep 
Score: -19080936.000000 Penalty: 5950.456055
	Iteration 39Q: 3 clusters Score -1.908094e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149735 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -19080934.000000 Penalty: 5950.456055
	Iteration 40F: 3 clusters Score -1.908093e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150157 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -19080998.000000 Penalty: 5950.456055
	Iteration 41Q: 3 clusters Score -1.9081e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150536 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -19081068.000000 Penalty: 5950.456055
	Iteration 42Q: 3 clusters Score -1.908107e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150909 members 
Mstep: Class 2 contains 11340 members 
Entering Unmasked Estep 
Score: -19081106.000000 Penalty: 5950.456055
	Iteration 43Q: 3 clusters Score -1.908111e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151245 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -19081166.000000 Penalty: 5950.456055
	Iteration 44Q: 3 clusters Score -1.908117e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151574 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -19081170.000000 Penalty: 5950.456055
	Iteration 45Q: 3 clusters Score -1.908117e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151863 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -19081152.000000 Penalty: 5950.456055
	Iteration 46Q: 3 clusters Score -1.908115e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152147 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -19081132.000000 Penalty: 5950.456055
	Iteration 47Q: 3 clusters Score -1.908113e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152403 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -19081202.000000 Penalty: 5950.456055
	Iteration 48Q: 3 clusters Score -1.90812e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152650 members 
Mstep: Class 2 contains 9599 members 
Entering Unmasked Estep 
Score: -19081174.000000 Penalty: 5950.456055
	Iteration 49Q: 3 clusters Score -1.908117e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152891 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -19081190.000000 Penalty: 5950.456055
	Iteration 50Q: 3 clusters Score -1.908119e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153131 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -19081200.000000 Penalty: 5950.456055
	Iteration 51Q: 3 clusters Score -1.90812e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153356 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -19081210.000000 Penalty: 5950.456055
	Iteration 52Q: 3 clusters Score -1.908121e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153559 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -19081226.000000 Penalty: 5950.456055
	Iteration 53Q: 3 clusters Score -1.908123e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153745 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -19081224.000000 Penalty: 5950.456055
	Iteration 54Q: 3 clusters Score -1.908122e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153922 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -19081198.000000 Penalty: 5950.456055
	Iteration 55Q: 3 clusters Score -1.90812e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154067 members 
Mstep: Class 2 contains 8182 members 
Entering Unmasked Estep 
Score: -19081198.000000 Penalty: 5950.456055
	Iteration 56Q: 3 clusters Score -1.90812e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154209 members 
Mstep: Class 2 contains 8040 members 
Entering Unmasked Estep 
Score: -19081220.000000 Penalty: 5950.456055
	Iteration 57Q: 3 clusters Score -1.908122e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154338 members 
Mstep: Class 2 contains 7911 members 
Entering Unmasked Estep 
Score: -19081238.000000 Penalty: 5950.456055
	Iteration 58Q: 3 clusters Score -1.908124e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154448 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -19081270.000000 Penalty: 5950.456055
	Iteration 59Q: 3 clusters Score -1.908127e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154553 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -19081242.000000 Penalty: 5950.456055
	Iteration 60F: 3 clusters Score -1.908124e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154660 members 
Mstep: Class 2 contains 7589 members 
Entering Unmasked Estep 
Score: -19081212.000000 Penalty: 5950.456055
	Iteration 61Q: 3 clusters Score -1.908121e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154774 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -19081168.000000 Penalty: 5950.456055
	Iteration 62Q: 3 clusters Score -1.908117e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154892 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -19081166.000000 Penalty: 5950.456055
	Iteration 63Q: 3 clusters Score -1.908117e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154986 members 
Mstep: Class 2 contains 7263 members 
Entering Unmasked Estep 
Score: -19081186.000000 Penalty: 5950.456055
	Iteration 64Q: 3 clusters Score -1.908119e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155064 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -19081170.000000 Penalty: 5950.456055
	Iteration 65Q: 3 clusters Score -1.908117e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155129 members 
Mstep: Class 2 contains 7120 members 
Entering Unmasked Estep 
Score: -19081156.000000 Penalty: 5950.456055
	Iteration 66Q: 3 clusters Score -1.908116e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155191 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -19081166.000000 Penalty: 5950.456055
	Iteration 67Q: 3 clusters Score -1.908117e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155257 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -19081160.000000 Penalty: 5950.456055
	Iteration 68Q: 3 clusters Score -1.908116e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155318 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -19081146.000000 Penalty: 5950.456055
	Iteration 69Q: 3 clusters Score -1.908115e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155375 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -19081164.000000 Penalty: 5950.456055
	Iteration 70Q: 3 clusters Score -1.908116e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155429 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -19081132.000000 Penalty: 5950.456055
	Iteration 71Q: 3 clusters Score -1.908113e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155477 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -19081104.000000 Penalty: 5950.456055
	Iteration 72Q: 3 clusters Score -1.90811e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155520 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -19081144.000000 Penalty: 5950.456055
	Iteration 73Q: 3 clusters Score -1.908114e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155553 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -19081120.000000 Penalty: 5950.456055
	Iteration 74Q: 3 clusters Score -1.908112e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155586 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -19081114.000000 Penalty: 5950.456055
	Iteration 75Q: 3 clusters Score -1.908111e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155622 members 
Mstep: Class 2 contains 6627 members 
Entering Unmasked Estep 
Score: -19081126.000000 Penalty: 5950.456055
	Iteration 76Q: 3 clusters Score -1.908113e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155654 members 
Mstep: Class 2 contains 6595 members 
Entering Unmasked Estep 
Score: -19081102.000000 Penalty: 5950.456055
	Iteration 77Q: 3 clusters Score -1.90811e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155681 members 
Mstep: Class 2 contains 6568 members 
Entering Unmasked Estep 
Score: -19081126.000000 Penalty: 5950.456055
	Iteration 78Q: 3 clusters Score -1.908113e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155712 members 
Mstep: Class 2 contains 6537 members 
Entering Unmasked Estep 
Score: -19081122.000000 Penalty: 5950.456055
	Iteration 79Q: 3 clusters Score -1.908112e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155746 members 
Mstep: Class 2 contains 6503 members 
Entering Unmasked Estep 
Score: -19081118.000000 Penalty: 5950.456055
	Iteration 80F: 3 clusters Score -1.908112e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155785 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -19081118.000000 Penalty: 5950.456055
	Iteration 81Q: 3 clusters Score -1.908112e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155827 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -19081132.000000 Penalty: 5950.456055
	Iteration 82Q: 3 clusters Score -1.908113e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155873 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -19081128.000000 Penalty: 5950.456055
	Iteration 83Q: 3 clusters Score -1.908113e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155924 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -19081142.000000 Penalty: 5950.456055
	Iteration 84Q: 3 clusters Score -1.908114e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155976 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -19081114.000000 Penalty: 5950.456055
	Iteration 85Q: 3 clusters Score -1.908111e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156029 members 
Mstep: Class 2 contains 6220 members 
Entering Unmasked Estep 
Score: -19081134.000000 Penalty: 5950.456055
	Iteration 86Q: 3 clusters Score -1.908113e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156074 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -19081140.000000 Penalty: 5950.456055
	Iteration 87Q: 3 clusters Score -1.908114e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156114 members 
Mstep: Class 2 contains 6135 members 
Entering Unmasked Estep 
Score: -19081202.000000 Penalty: 5950.456055
	Iteration 88Q: 3 clusters Score -1.90812e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156155 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -19081202.000000 Penalty: 5950.456055
	Iteration 89Q: 3 clusters Score -1.90812e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156197 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -19081232.000000 Penalty: 5950.456055
	Iteration 90Q: 3 clusters Score -1.908123e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156220 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -19081224.000000 Penalty: 5950.456055
	Iteration 91Q: 3 clusters Score -1.908122e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156247 members 
Mstep: Class 2 contains 6002 members 
Entering Unmasked Estep 
Score: -19081200.000000 Penalty: 5950.456055
	Iteration 92Q: 3 clusters Score -1.90812e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156276 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -19081202.000000 Penalty: 5950.456055
	Iteration 93Q: 3 clusters Score -1.90812e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156302 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -19081196.000000 Penalty: 5950.456055
	Iteration 94Q: 3 clusters Score -1.90812e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156323 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -19081186.000000 Penalty: 5950.456055
	Iteration 95Q: 3 clusters Score -1.908119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156347 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -19081194.000000 Penalty: 5950.456055
	Iteration 96Q: 3 clusters Score -1.908119e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156373 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -19081180.000000 Penalty: 5950.456055
	Iteration 97Q: 3 clusters Score -1.908118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156393 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -19081184.000000 Penalty: 5950.456055
	Iteration 98Q: 3 clusters Score -1.908118e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156412 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -19081190.000000 Penalty: 5950.456055
	Iteration 99Q: 3 clusters Score -1.908119e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156431 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -19081200.000000 Penalty: 5950.456055
	Iteration 100F: 3 clusters Score -1.90812e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156448 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -19081188.000000 Penalty: 5950.456055
	Iteration 101Q: 3 clusters Score -1.908119e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156465 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -19081190.000000 Penalty: 5950.456055
	Iteration 102Q: 3 clusters Score -1.908119e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156485 members 
Mstep: Class 2 contains 5764 members 
Entering Unmasked Estep 
Score: -19081204.000000 Penalty: 5950.456055
	Iteration 103Q: 3 clusters Score -1.90812e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156508 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -19081188.000000 Penalty: 5950.456055
	Iteration 104Q: 3 clusters Score -1.908119e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156530 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -19081200.000000 Penalty: 5950.456055
	Iteration 105Q: 3 clusters Score -1.90812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156557 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -19081200.000000 Penalty: 5950.456055
	Iteration 106Q: 3 clusters Score -1.90812e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156584 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -19081212.000000 Penalty: 5950.456055
	Iteration 107Q: 3 clusters Score -1.908121e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156603 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -19081176.000000 Penalty: 5950.456055
	Iteration 108Q: 3 clusters Score -1.908118e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156623 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -19081180.000000 Penalty: 5950.456055
	Iteration 109Q: 3 clusters Score -1.908118e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156645 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -19081162.000000 Penalty: 5950.456055
	Iteration 110Q: 3 clusters Score -1.908116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156660 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -19081164.000000 Penalty: 5950.456055
	Iteration 111Q: 3 clusters Score -1.908116e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156673 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -19081162.000000 Penalty: 5950.456055
	Iteration 112Q: 3 clusters Score -1.908116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156684 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -19081154.000000 Penalty: 5950.456055
	Iteration 113Q: 3 clusters Score -1.908115e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156698 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -19081164.000000 Penalty: 5950.456055
	Iteration 114Q: 3 clusters Score -1.908116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156709 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -19081134.000000 Penalty: 5950.456055
	Iteration 115Q: 3 clusters Score -1.908113e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156723 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -19081144.000000 Penalty: 5950.456055
	Iteration 116Q: 3 clusters Score -1.908114e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156735 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -19081134.000000 Penalty: 5950.456055
	Iteration 117Q: 3 clusters Score -1.908113e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156743 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -19081148.000000 Penalty: 5950.456055
	Iteration 118Q: 3 clusters Score -1.908115e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156751 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -19081116.000000 Penalty: 5950.456055
	Iteration 119Q: 3 clusters Score -1.908112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156758 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -19081128.000000 Penalty: 5950.456055
	Iteration 120F: 3 clusters Score -1.908113e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156767 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -19081134.000000 Penalty: 5950.456055
	Iteration 121Q: 3 clusters Score -1.908113e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156778 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -19081124.000000 Penalty: 5950.456055
	Iteration 122Q: 3 clusters Score -1.908112e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156785 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -19081138.000000 Penalty: 5950.456055
	Iteration 123Q: 3 clusters Score -1.908114e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156793 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -19081138.000000 Penalty: 5950.456055
	Iteration 124Q: 3 clusters Score -1.908114e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156803 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -19081124.000000 Penalty: 5950.456055
	Iteration 125Q: 3 clusters Score -1.908112e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156812 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -19081136.000000 Penalty: 5950.456055
	Iteration 126Q: 3 clusters Score -1.908114e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156823 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -19081142.000000 Penalty: 5950.456055
	Iteration 127Q: 3 clusters Score -1.908114e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156828 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -19081130.000000 Penalty: 5950.456055
	Iteration 128Q: 3 clusters Score -1.908113e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156834 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -19081148.000000 Penalty: 5950.456055
	Iteration 129Q: 3 clusters Score -1.908115e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -19081138.000000 Penalty: 5950.456055
	Iteration 130Q: 3 clusters Score -1.908114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156837 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -19081138.000000 Penalty: 5950.456055
	Iteration 131F: 3 clusters Score -1.908114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Entering Unmasked Estep 
Score: -1762393.125000 Penalty: 2384.041016
	Iteration 0F: 2 clusters Score -1762393 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -1751523.000000 Penalty: 4768.082031
	Iteration 0F: 3 clusters Score -1751523 nChanged 6456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7401 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1754951.875000 Penalty: 4768.082031
	Iteration 1F: 3 clusters Score -1754952 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1755243.875000 Penalty: 4768.082031
	Iteration 2F: 3 clusters Score -1755244 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7390 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -1755451.750000 Penalty: 4768.082031
	Iteration 3Q: 3 clusters Score -1755452 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7374 members 
Mstep: Class 2 contains 7585 members 
Entering Unmasked Estep 
Score: -1755635.625000 Penalty: 4768.082031
	Iteration 4Q: 3 clusters Score -1755636 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -1755825.125000 Penalty: 4768.082031
	Iteration 5Q: 3 clusters Score -1755825 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7301 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1756002.250000 Penalty: 4768.082031
	Iteration 6Q: 3 clusters Score -1756002 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -1756194.750000 Penalty: 4768.082031
	Iteration 7Q: 3 clusters Score -1756195 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7258 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1756419.000000 Penalty: 4768.082031
	Iteration 8Q: 3 clusters Score -1756419 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 7758 members 
Entering Unmasked Estep 
Score: -1756689.125000 Penalty: 4768.082031
	Iteration 9Q: 3 clusters Score -1756689 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1757013.000000 Penalty: 4768.082031
	Iteration 10Q: 3 clusters Score -1757013 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -1757452.750000 Penalty: 4768.082031
	Iteration 11Q: 3 clusters Score -1757453 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -1757951.625000 Penalty: 4768.082031
	Iteration 12Q: 3 clusters Score -1757952 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -1758392.625000 Penalty: 4768.082031
	Iteration 13Q: 3 clusters Score -1758393 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -1758738.125000 Penalty: 4768.082031
	Iteration 14Q: 3 clusters Score -1758738 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 7865 members 
Entering Unmasked Estep 
Score: -1758927.500000 Penalty: 4768.082031
	Iteration 15Q: 3 clusters Score -1758928 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 7875 members 
Entering Unmasked Estep 
Score: -1759034.625000 Penalty: 4768.082031
	Iteration 16Q: 3 clusters Score -1759035 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1759085.875000 Penalty: 4768.082031
	Iteration 17Q: 3 clusters Score -1759086 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -1759143.250000 Penalty: 4768.082031
	Iteration 18Q: 3 clusters Score -1759143 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -1759179.000000 Penalty: 4768.082031
	Iteration 19Q: 3 clusters Score -1759179 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1759207.250000 Penalty: 4768.082031
	Iteration 20F: 3 clusters Score -1759207 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1759234.375000 Penalty: 4768.082031
	Iteration 21Q: 3 clusters Score -1759234 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 8106 members 
Entering Unmasked Estep 
Score: -1759256.125000 Penalty: 4768.082031
	Iteration 22Q: 3 clusters Score -1759256 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 8141 members 
Entering Unmasked Estep 
Score: -1759275.750000 Penalty: 4768.082031
	Iteration 23Q: 3 clusters Score -1759276 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 8166 members 
Entering Unmasked Estep 
Score: -1759289.125000 Penalty: 4768.082031
	Iteration 24Q: 3 clusters Score -1759289 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -1759306.750000 Penalty: 4768.082031
	Iteration 25Q: 3 clusters Score -1759307 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -1759322.750000 Penalty: 4768.082031
	Iteration 26Q: 3 clusters Score -1759323 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -1759336.750000 Penalty: 4768.082031
	Iteration 27Q: 3 clusters Score -1759337 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1759338.125000 Penalty: 4768.082031
	Iteration 28Q: 3 clusters Score -1759338 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1759339.375000 Penalty: 4768.082031
	Iteration 29Q: 3 clusters Score -1759339 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1759352.375000 Penalty: 4768.082031
	Iteration 30Q: 3 clusters Score -1759352 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -1759357.250000 Penalty: 4768.082031
	Iteration 31Q: 3 clusters Score -1759357 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1759365.750000 Penalty: 4768.082031
	Iteration 32Q: 3 clusters Score -1759366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1759369.875000 Penalty: 4768.082031
	Iteration 33Q: 3 clusters Score -1759370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 8233 members 
Entering Unmasked Estep 
Score: -1759376.125000 Penalty: 4768.082031
	Iteration 34Q: 3 clusters Score -1759376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -1759379.625000 Penalty: 4768.082031
	Iteration 35Q: 3 clusters Score -1759380 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -1759387.750000 Penalty: 4768.082031
	Iteration 36Q: 3 clusters Score -1759388 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -1759394.875000 Penalty: 4768.082031
	Iteration 37Q: 3 clusters Score -1759395 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -1759403.250000 Penalty: 4768.082031
	Iteration 38Q: 3 clusters Score -1759403 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1759413.625000 Penalty: 4768.082031
	Iteration 39Q: 3 clusters Score -1759414 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 8180 members 
Entering Unmasked Estep 
Score: -1759423.625000 Penalty: 4768.082031
	Iteration 40F: 3 clusters Score -1759424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -1759435.250000 Penalty: 4768.082031
	Iteration 41Q: 3 clusters Score -1759435 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -1759451.125000 Penalty: 4768.082031
	Iteration 42Q: 3 clusters Score -1759451 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6882 members 
Mstep: Class 2 contains 8077 members 
Entering Unmasked Estep 
Score: -1759469.375000 Penalty: 4768.082031
	Iteration 43Q: 3 clusters Score -1759469 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -1759490.750000 Penalty: 4768.082031
	Iteration 44Q: 3 clusters Score -1759491 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
Score: -1759517.250000 Penalty: 4768.082031
	Iteration 45Q: 3 clusters Score -1759517 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 7962 members 
Entering Unmasked Estep 
Score: -1759544.500000 Penalty: 4768.082031
	Iteration 46Q: 3 clusters Score -1759544 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7056 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -1759597.000000 Penalty: 4768.082031
	Iteration 47Q: 3 clusters Score -1759597 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1759667.250000 Penalty: 4768.082031
	Iteration 48Q: 3 clusters Score -1759667 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7207 members 
Mstep: Class 2 contains 7752 members 
Entering Unmasked Estep 
Score: -1759762.000000 Penalty: 4768.082031
	Iteration 49Q: 3 clusters Score -1759762 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -1759884.000000 Penalty: 4768.082031
	Iteration 50Q: 3 clusters Score -1759884 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1759987.000000 Penalty: 4768.082031
	Iteration 51Q: 3 clusters Score -1759987 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 7515 members 
Entering Unmasked Estep 
Score: -1760073.125000 Penalty: 4768.082031
	Iteration 52Q: 3 clusters Score -1760073 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1760155.375000 Penalty: 4768.082031
	Iteration 53Q: 3 clusters Score -1760155 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7535 members 
Mstep: Class 2 contains 7424 members 
Entering Unmasked Estep 
Score: -1760210.125000 Penalty: 4768.082031
	Iteration 54Q: 3 clusters Score -1760210 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 7377 members 
Entering Unmasked Estep 
Score: -1760264.000000 Penalty: 4768.082031
	Iteration 55Q: 3 clusters Score -1760264 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -1760288.125000 Penalty: 4768.082031
	Iteration 56Q: 3 clusters Score -1760288 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1760306.000000 Penalty: 4768.082031
	Iteration 57Q: 3 clusters Score -1760306 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -1760319.250000 Penalty: 4768.082031
	Iteration 58Q: 3 clusters Score -1760319 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7630 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -1760332.000000 Penalty: 4768.082031
	Iteration 59Q: 3 clusters Score -1760332 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 7334 members 
Entering Unmasked Estep 
Score: -1760342.000000 Penalty: 4768.082031
	Iteration 60F: 3 clusters Score -1760342 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 7325 members 
Entering Unmasked Estep 
Score: -1760347.875000 Penalty: 4768.082031
	Iteration 61Q: 3 clusters Score -1760348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7631 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -1760360.500000 Penalty: 4768.082031
	Iteration 62Q: 3 clusters Score -1760360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 7322 members 
Entering Unmasked Estep 
Score: -1760356.500000 Penalty: 4768.082031
	Iteration 63Q: 3 clusters Score -1760356 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7645 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1760360.125000 Penalty: 4768.082031
	Iteration 64Q: 3 clusters Score -1760360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7651 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -1760362.125000 Penalty: 4768.082031
	Iteration 65Q: 3 clusters Score -1760362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1760369.125000 Penalty: 4768.082031
	Iteration 66Q: 3 clusters Score -1760369 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7665 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -1760367.250000 Penalty: 4768.082031
	Iteration 67Q: 3 clusters Score -1760367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -1760369.000000 Penalty: 4768.082031
	Iteration 68Q: 3 clusters Score -1760369 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1760367.875000 Penalty: 4768.082031
	Iteration 69Q: 3 clusters Score -1760368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -1760368.000000 Penalty: 4768.082031
	Iteration 70Q: 3 clusters Score -1760368 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 7267 members 
Entering Unmasked Estep 
Score: -1760373.625000 Penalty: 4768.082031
	Iteration 71Q: 3 clusters Score -1760374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1760373.750000 Penalty: 4768.082031
	Iteration 72Q: 3 clusters Score -1760374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -1760373.000000 Penalty: 4768.082031
	Iteration 73Q: 3 clusters Score -1760373 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7699 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -1760374.875000 Penalty: 4768.082031
	Iteration 74Q: 3 clusters Score -1760375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7702 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -1760373.000000 Penalty: 4768.082031
	Iteration 75Q: 3 clusters Score -1760373 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1760376.375000 Penalty: 4768.082031
	Iteration 76Q: 3 clusters Score -1760376 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1760373.250000 Penalty: 4768.082031
	Iteration 77Q: 3 clusters Score -1760373 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7255 members 
Entering Unmasked Estep 
Score: -1760373.250000 Penalty: 4768.082031
	Iteration 78F: 3 clusters Score -1760373 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -143180.609375 Penalty: 1864.345215
	Iteration 0F: 2 clusters Score -143180.6 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 910 members 
Entering Unmasked Estep 
Score: -140654.109375 Penalty: 3728.690430
	Iteration 0F: 3 clusters Score -140654.1 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -141143.546875 Penalty: 3728.690430
	Iteration 1F: 3 clusters Score -141143.5 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -141311.375000 Penalty: 3728.690430
	Iteration 2F: 3 clusters Score -141311.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -141449.406250 Penalty: 3728.690430
	Iteration 3F: 3 clusters Score -141449.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -141511.921875 Penalty: 3728.690430
	Iteration 4Q: 3 clusters Score -141511.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -141558.734375 Penalty: 3728.690430
	Iteration 5Q: 3 clusters Score -141558.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -141589.312500 Penalty: 3728.690430
	Iteration 6Q: 3 clusters Score -141589.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -141610.828125 Penalty: 3728.690430
	Iteration 7Q: 3 clusters Score -141610.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -141629.578125 Penalty: 3728.690430
	Iteration 8Q: 3 clusters Score -141629.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -141649.109375 Penalty: 3728.690430
	Iteration 9Q: 3 clusters Score -141649.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -141668.750000 Penalty: 3728.690430
	Iteration 10Q: 3 clusters Score -141668.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -141687.171875 Penalty: 3728.690430
	Iteration 11Q: 3 clusters Score -141687.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -141711.203125 Penalty: 3728.690430
	Iteration 12Q: 3 clusters Score -141711.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -141722.171875 Penalty: 3728.690430
	Iteration 13Q: 3 clusters Score -141722.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -141727.109375 Penalty: 3728.690430
	Iteration 14Q: 3 clusters Score -141727.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -141729.265625 Penalty: 3728.690430
	Iteration 15Q: 3 clusters Score -141729.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -141735.578125 Penalty: 3728.690430
	Iteration 16Q: 3 clusters Score -141735.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -141739.906250 Penalty: 3728.690430
	Iteration 17Q: 3 clusters Score -141739.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -141744.890625 Penalty: 3728.690430
	Iteration 18Q: 3 clusters Score -141744.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -141746.640625 Penalty: 3728.690430
	Iteration 19Q: 3 clusters Score -141746.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -141746.640625 Penalty: 3728.690430
	Iteration 20F: 3 clusters Score -141746.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Entering Unmasked Estep 
Score: -2511340.500000 Penalty: 2509.652344
	Iteration 0F: 2 clusters Score -2511340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -2494070.250000 Penalty: 5019.304688
	Iteration 0F: 3 clusters Score -2494070 nChanged 11104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12982 members 
Mstep: Class 2 contains 11842 members 
Entering Unmasked Estep 
Score: -2500398.250000 Penalty: 5019.304688
	Iteration 1F: 3 clusters Score -2500398 nChanged 1413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13321 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -2501104.250000 Penalty: 5019.304688
	Iteration 2F: 3 clusters Score -2501104 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -2501845.750000 Penalty: 5019.304688
	Iteration 3F: 3 clusters Score -2501846 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14287 members 
Mstep: Class 2 contains 10537 members 
Entering Unmasked Estep 
Score: -2502688.500000 Penalty: 5019.304688
	Iteration 4F: 3 clusters Score -2502688 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 9913 members 
Entering Unmasked Estep 
Score: -2503567.250000 Penalty: 5019.304688
	Iteration 5F: 3 clusters Score -2503567 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -2504464.500000 Penalty: 5019.304688
	Iteration 6F: 3 clusters Score -2504464 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16491 members 
Mstep: Class 2 contains 8333 members 
Entering Unmasked Estep 
Score: -2505326.000000 Penalty: 5019.304688
	Iteration 7F: 3 clusters Score -2505326 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17258 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -2506056.750000 Penalty: 5019.304688
	Iteration 8Q: 3 clusters Score -2506057 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2506777.250000 Penalty: 5019.304688
	Iteration 9Q: 3 clusters Score -2506777 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -2507400.750000 Penalty: 5019.304688
	Iteration 10Q: 3 clusters Score -2507401 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -2507866.000000 Penalty: 5019.304688
	Iteration 11Q: 3 clusters Score -2507866 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -2508214.250000 Penalty: 5019.304688
	Iteration 12Q: 3 clusters Score -2508214 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19787 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -2508502.250000 Penalty: 5019.304688
	Iteration 13Q: 3 clusters Score -2508502 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -2508746.000000 Penalty: 5019.304688
	Iteration 14Q: 3 clusters Score -2508746 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20334 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -2508887.750000 Penalty: 5019.304688
	Iteration 15Q: 3 clusters Score -2508888 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -2508987.500000 Penalty: 5019.304688
	Iteration 16Q: 3 clusters Score -2508988 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20706 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -2509072.750000 Penalty: 5019.304688
	Iteration 17Q: 3 clusters Score -2509073 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20849 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -2509121.500000 Penalty: 5019.304688
	Iteration 18Q: 3 clusters Score -2509122 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -2509168.250000 Penalty: 5019.304688
	Iteration 19Q: 3 clusters Score -2509168 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -2509195.000000 Penalty: 5019.304688
	Iteration 20F: 3 clusters Score -2509195 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21158 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -2509214.250000 Penalty: 5019.304688
	Iteration 21Q: 3 clusters Score -2509214 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -2509232.000000 Penalty: 5019.304688
	Iteration 22Q: 3 clusters Score -2509232 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21299 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2509254.500000 Penalty: 5019.304688
	Iteration 23Q: 3 clusters Score -2509254 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21355 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2509262.750000 Penalty: 5019.304688
	Iteration 24Q: 3 clusters Score -2509263 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -2509270.000000 Penalty: 5019.304688
	Iteration 25Q: 3 clusters Score -2509270 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21448 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -2509280.000000 Penalty: 5019.304688
	Iteration 26Q: 3 clusters Score -2509280 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21493 members 
Mstep: Class 2 contains 3331 members 
Entering Unmasked Estep 
Score: -2509284.000000 Penalty: 5019.304688
	Iteration 27Q: 3 clusters Score -2509284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 3289 members 
Entering Unmasked Estep 
Score: -2509289.250000 Penalty: 5019.304688
	Iteration 28Q: 3 clusters Score -2509289 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21574 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -2509305.500000 Penalty: 5019.304688
	Iteration 29Q: 3 clusters Score -2509306 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -2509309.750000 Penalty: 5019.304688
	Iteration 30Q: 3 clusters Score -2509310 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21627 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -2509311.500000 Penalty: 5019.304688
	Iteration 31Q: 3 clusters Score -2509312 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21655 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -2509319.250000 Penalty: 5019.304688
	Iteration 32Q: 3 clusters Score -2509319 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -2509334.750000 Penalty: 5019.304688
	Iteration 33Q: 3 clusters Score -2509335 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21706 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -2509334.750000 Penalty: 5019.304688
	Iteration 34Q: 3 clusters Score -2509335 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -2509339.000000 Penalty: 5019.304688
	Iteration 35Q: 3 clusters Score -2509339 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21770 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -2509345.500000 Penalty: 5019.304688
	Iteration 36Q: 3 clusters Score -2509346 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -2509346.750000 Penalty: 5019.304688
	Iteration 37Q: 3 clusters Score -2509347 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21830 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -2509360.250000 Penalty: 5019.304688
	Iteration 38Q: 3 clusters Score -2509360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -2509356.250000 Penalty: 5019.304688
	Iteration 39Q: 3 clusters Score -2509356 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21875 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -2509364.750000 Penalty: 5019.304688
	Iteration 40F: 3 clusters Score -2509365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21891 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -2509361.750000 Penalty: 5019.304688
	Iteration 41Q: 3 clusters Score -2509362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -2509362.750000 Penalty: 5019.304688
	Iteration 42Q: 3 clusters Score -2509363 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21918 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -2509361.500000 Penalty: 5019.304688
	Iteration 43Q: 3 clusters Score -2509362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21925 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -2509362.250000 Penalty: 5019.304688
	Iteration 44Q: 3 clusters Score -2509362 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21937 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -2509364.750000 Penalty: 5019.304688
	Iteration 45Q: 3 clusters Score -2509365 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -2509367.750000 Penalty: 5019.304688
	Iteration 46Q: 3 clusters Score -2509368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21951 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -2509365.750000 Penalty: 5019.304688
	Iteration 47Q: 3 clusters Score -2509366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21961 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -2509371.750000 Penalty: 5019.304688
	Iteration 48Q: 3 clusters Score -2509372 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -2509373.500000 Penalty: 5019.304688
	Iteration 49Q: 3 clusters Score -2509374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21981 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -2509375.250000 Penalty: 5019.304688
	Iteration 50Q: 3 clusters Score -2509375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -2509374.250000 Penalty: 5019.304688
	Iteration 51Q: 3 clusters Score -2509374 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -2509373.000000 Penalty: 5019.304688
	Iteration 52Q: 3 clusters Score -2509373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22018 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2509377.750000 Penalty: 5019.304688
	Iteration 53Q: 3 clusters Score -2509378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22029 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -2509376.250000 Penalty: 5019.304688
	Iteration 54Q: 3 clusters Score -2509376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22038 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -2509382.250000 Penalty: 5019.304688
	Iteration 55Q: 3 clusters Score -2509382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22047 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -2509383.500000 Penalty: 5019.304688
	Iteration 56Q: 3 clusters Score -2509384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2509383.500000 Penalty: 5019.304688
	Iteration 57Q: 3 clusters Score -2509384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -2509385.250000 Penalty: 5019.304688
	Iteration 58Q: 3 clusters Score -2509385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22076 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -2509382.500000 Penalty: 5019.304688
	Iteration 59Q: 3 clusters Score -2509382 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2509387.250000 Penalty: 5019.304688
	Iteration 60F: 3 clusters Score -2509387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -2509389.000000 Penalty: 5019.304688
	Iteration 61Q: 3 clusters Score -2509389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -2509386.750000 Penalty: 5019.304688
	Iteration 62Q: 3 clusters Score -2509387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22095 members 
Mstep: Class 2 contains 2729 members 
Entering Unmasked Estep 
Score: -2509387.000000 Penalty: 5019.304688
	Iteration 63Q: 3 clusters Score -2509387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2509385.750000 Penalty: 5019.304688
	Iteration 64Q: 3 clusters Score -2509386 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22096 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2509385.750000 Penalty: 5019.304688
	Iteration 65F: 3 clusters Score -2509386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19361 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19361 members 
Entering Unmasked Estep 
Score: -2171896.250000 Penalty: 2448.011963
	Iteration 0F: 2 clusters Score -2171896 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 9677 members 
Entering Unmasked Estep 
Score: -2158279.250000 Penalty: 4896.023926
	Iteration 0F: 3 clusters Score -2158279 nChanged 8487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 9792 members 
Entering Unmasked Estep 
Score: -2162899.250000 Penalty: 4896.023926
	Iteration 1F: 3 clusters Score -2162899 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -2163392.250000 Penalty: 4896.023926
	Iteration 2F: 3 clusters Score -2163392 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -2163820.250000 Penalty: 4896.023926
	Iteration 3F: 3 clusters Score -2163820 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2164251.000000 Penalty: 4896.023926
	Iteration 4Q: 3 clusters Score -2164251 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2164711.000000 Penalty: 4896.023926
	Iteration 5Q: 3 clusters Score -2164711 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8624 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -2165114.500000 Penalty: 4896.023926
	Iteration 6Q: 3 clusters Score -2165114 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2165476.750000 Penalty: 4896.023926
	Iteration 7Q: 3 clusters Score -2165477 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2165801.750000 Penalty: 4896.023926
	Iteration 8Q: 3 clusters Score -2165802 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2166080.250000 Penalty: 4896.023926
	Iteration 9Q: 3 clusters Score -2166080 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -2166330.750000 Penalty: 4896.023926
	Iteration 10Q: 3 clusters Score -2166331 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7593 members 
Mstep: Class 2 contains 11768 members 
Entering Unmasked Estep 
Score: -2166569.500000 Penalty: 4896.023926
	Iteration 11Q: 3 clusters Score -2166570 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -2166775.500000 Penalty: 4896.023926
	Iteration 12Q: 3 clusters Score -2166776 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 12143 members 
Entering Unmasked Estep 
Score: -2166989.250000 Penalty: 4896.023926
	Iteration 13Q: 3 clusters Score -2166989 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 12378 members 
Entering Unmasked Estep 
Score: -2167190.500000 Penalty: 4896.023926
	Iteration 14Q: 3 clusters Score -2167190 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2167364.750000 Penalty: 4896.023926
	Iteration 15Q: 3 clusters Score -2167365 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -2167501.000000 Penalty: 4896.023926
	Iteration 16Q: 3 clusters Score -2167501 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2167662.500000 Penalty: 4896.023926
	Iteration 17Q: 3 clusters Score -2167662 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -2167809.000000 Penalty: 4896.023926
	Iteration 18Q: 3 clusters Score -2167809 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5757 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -2167937.250000 Penalty: 4896.023926
	Iteration 19Q: 3 clusters Score -2167937 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -2168049.500000 Penalty: 4896.023926
	Iteration 20F: 3 clusters Score -2168050 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -2168161.250000 Penalty: 4896.023926
	Iteration 21Q: 3 clusters Score -2168161 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -2168272.000000 Penalty: 4896.023926
	Iteration 22Q: 3 clusters Score -2168272 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -2168393.250000 Penalty: 4896.023926
	Iteration 23Q: 3 clusters Score -2168393 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 14742 members 
Entering Unmasked Estep 
Score: -2168511.500000 Penalty: 4896.023926
	Iteration 24Q: 3 clusters Score -2168512 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -2168626.500000 Penalty: 4896.023926
	Iteration 25Q: 3 clusters Score -2168626 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -2168729.250000 Penalty: 4896.023926
	Iteration 26Q: 3 clusters Score -2168729 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3977 members 
Mstep: Class 2 contains 15384 members 
Entering Unmasked Estep 
Score: -2168837.250000 Penalty: 4896.023926
	Iteration 27Q: 3 clusters Score -2168837 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -2168924.500000 Penalty: 4896.023926
	Iteration 28Q: 3 clusters Score -2168924 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -2169016.000000 Penalty: 4896.023926
	Iteration 29Q: 3 clusters Score -2169016 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -2169101.250000 Penalty: 4896.023926
	Iteration 30Q: 3 clusters Score -2169101 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -2169195.750000 Penalty: 4896.023926
	Iteration 31Q: 3 clusters Score -2169196 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2169296.500000 Penalty: 4896.023926
	Iteration 32Q: 3 clusters Score -2169296 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2169373.000000 Penalty: 4896.023926
	Iteration 33Q: 3 clusters Score -2169373 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -2169448.000000 Penalty: 4896.023926
	Iteration 34Q: 3 clusters Score -2169448 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2169515.250000 Penalty: 4896.023926
	Iteration 35Q: 3 clusters Score -2169515 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -2169591.750000 Penalty: 4896.023926
	Iteration 36Q: 3 clusters Score -2169592 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 17070 members 
Entering Unmasked Estep 
Score: -2169656.000000 Penalty: 4896.023926
	Iteration 37Q: 3 clusters Score -2169656 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 17196 members 
Entering Unmasked Estep 
Score: -2169712.750000 Penalty: 4896.023926
	Iteration 38Q: 3 clusters Score -2169713 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -2169766.250000 Penalty: 4896.023926
	Iteration 39Q: 3 clusters Score -2169766 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -2169816.750000 Penalty: 4896.023926
	Iteration 40F: 3 clusters Score -2169817 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -2169864.000000 Penalty: 4896.023926
	Iteration 41Q: 3 clusters Score -2169864 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -2169907.250000 Penalty: 4896.023926
	Iteration 42Q: 3 clusters Score -2169907 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -2169933.500000 Penalty: 4896.023926
	Iteration 43Q: 3 clusters Score -2169934 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -2169956.250000 Penalty: 4896.023926
	Iteration 44Q: 3 clusters Score -2169956 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -2169980.750000 Penalty: 4896.023926
	Iteration 45Q: 3 clusters Score -2169981 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -2169994.500000 Penalty: 4896.023926
	Iteration 46Q: 3 clusters Score -2169994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -2170013.000000 Penalty: 4896.023926
	Iteration 47Q: 3 clusters Score -2170013 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -2170035.250000 Penalty: 4896.023926
	Iteration 48Q: 3 clusters Score -2170035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -2170053.000000 Penalty: 4896.023926
	Iteration 49Q: 3 clusters Score -2170053 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -2170067.000000 Penalty: 4896.023926
	Iteration 50Q: 3 clusters Score -2170067 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17939 members 
Entering Unmasked Estep 
Score: -2170076.000000 Penalty: 4896.023926
	Iteration 51Q: 3 clusters Score -2170076 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2170087.250000 Penalty: 4896.023926
	Iteration 52Q: 3 clusters Score -2170087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -2170090.250000 Penalty: 4896.023926
	Iteration 53Q: 3 clusters Score -2170090 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -2170099.000000 Penalty: 4896.023926
	Iteration 54Q: 3 clusters Score -2170099 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -2170099.750000 Penalty: 4896.023926
	Iteration 55Q: 3 clusters Score -2170100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 18014 members 
Entering Unmasked Estep 
Score: -2170104.000000 Penalty: 4896.023926
	Iteration 56Q: 3 clusters Score -2170104 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -2170116.250000 Penalty: 4896.023926
	Iteration 57Q: 3 clusters Score -2170116 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -2170123.750000 Penalty: 4896.023926
	Iteration 58Q: 3 clusters Score -2170124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -2170134.250000 Penalty: 4896.023926
	Iteration 59Q: 3 clusters Score -2170134 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -2170142.500000 Penalty: 4896.023926
	Iteration 60F: 3 clusters Score -2170142 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -2170155.750000 Penalty: 4896.023926
	Iteration 61Q: 3 clusters Score -2170156 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -2170168.000000 Penalty: 4896.023926
	Iteration 62Q: 3 clusters Score -2170168 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -2170171.250000 Penalty: 4896.023926
	Iteration 63Q: 3 clusters Score -2170171 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -2170174.000000 Penalty: 4896.023926
	Iteration 64Q: 3 clusters Score -2170174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -2170182.750000 Penalty: 4896.023926
	Iteration 65Q: 3 clusters Score -2170183 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 18163 members 
Entering Unmasked Estep 
Score: -2170187.000000 Penalty: 4896.023926
	Iteration 66Q: 3 clusters Score -2170187 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 18172 members 
Entering Unmasked Estep 
Score: -2170195.500000 Penalty: 4896.023926
	Iteration 67Q: 3 clusters Score -2170196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 18179 members 
Entering Unmasked Estep 
Score: -2170198.250000 Penalty: 4896.023926
	Iteration 68Q: 3 clusters Score -2170198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -2170202.250000 Penalty: 4896.023926
	Iteration 69Q: 3 clusters Score -2170202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18190 members 
Entering Unmasked Estep 
Score: -2170205.750000 Penalty: 4896.023926
	Iteration 70Q: 3 clusters Score -2170206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 18192 members 
Entering Unmasked Estep 
Score: -2170208.500000 Penalty: 4896.023926
	Iteration 71Q: 3 clusters Score -2170208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2170209.250000 Penalty: 4896.023926
	Iteration 72Q: 3 clusters Score -2170209 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 18195 members 
Entering Unmasked Estep 
Score: -2170211.750000 Penalty: 4896.023926
	Iteration 73Q: 3 clusters Score -2170212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2170211.250000 Penalty: 4896.023926
	Iteration 74Q: 3 clusters Score -2170211 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -2170211.250000 Penalty: 4896.023926
	Iteration 75F: 3 clusters Score -2170211 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164529 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164529 members 
Entering Unmasked Estep 
Score: -19544898.000000 Penalty: 2978.688965
	Iteration 0F: 2 clusters Score -1.95449e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82607 members 
Mstep: Class 2 contains 81922 members 
Entering Unmasked Estep 
Score: -19435294.000000 Penalty: 5957.377930
	Iteration 0F: 3 clusters Score -1.943529e+07 nChanged 78641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89736 members 
Mstep: Class 2 contains 74793 members 
Entering Unmasked Estep 
Score: -19481950.000000 Penalty: 5957.377930
	Iteration 1F: 3 clusters Score -1.948195e+07 nChanged 6584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94076 members 
Mstep: Class 2 contains 70453 members 
Entering Unmasked Estep 
Score: -19484110.000000 Penalty: 5957.377930
	Iteration 2Q: 3 clusters Score -1.948411e+07 nChanged 8217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100641 members 
Mstep: Class 2 contains 63888 members 
Entering Unmasked Estep 
Score: -19487996.000000 Penalty: 5957.377930
	Iteration 3Q: 3 clusters Score -1.9488e+07 nChanged 10554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109961 members 
Mstep: Class 2 contains 54568 members 
Entering Unmasked Estep 
Score: -19494642.000000 Penalty: 5957.377930
	Iteration 4F: 3 clusters Score -1.949464e+07 nChanged 13008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122073 members 
Mstep: Class 2 contains 42456 members 
Entering Unmasked Estep 
Score: -19505102.000000 Penalty: 5957.377930
	Iteration 5F: 3 clusters Score -1.95051e+07 nChanged 13650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135153 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -19517876.000000 Penalty: 5957.377930
	Iteration 6F: 3 clusters Score -1.951788e+07 nChanged 11009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145808 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -19528710.000000 Penalty: 5957.377930
	Iteration 7F: 3 clusters Score -1.952871e+07 nChanged 7004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152580 members 
Mstep: Class 2 contains 11949 members 
Entering Unmasked Estep 
Score: -19535386.000000 Penalty: 5957.377930
	Iteration 8Q: 3 clusters Score -1.953539e+07 nChanged 3895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156289 members 
Mstep: Class 2 contains 8240 members 
Entering Unmasked Estep 
Score: -19538798.000000 Penalty: 5957.377930
	Iteration 9Q: 3 clusters Score -1.95388e+07 nChanged 2272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158403 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -19540528.000000 Penalty: 5957.377930
	Iteration 10Q: 3 clusters Score -1.954053e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159716 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -19541518.000000 Penalty: 5957.377930
	Iteration 11Q: 3 clusters Score -1.954152e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160568 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -19542036.000000 Penalty: 5957.377930
	Iteration 12Q: 3 clusters Score -1.954204e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161178 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -19542326.000000 Penalty: 5957.377930
	Iteration 13Q: 3 clusters Score -1.954233e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161610 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -19542516.000000 Penalty: 5957.377930
	Iteration 14Q: 3 clusters Score -1.954252e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161922 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -19542648.000000 Penalty: 5957.377930
	Iteration 15Q: 3 clusters Score -1.954265e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162135 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -19542762.000000 Penalty: 5957.377930
	Iteration 16Q: 3 clusters Score -1.954276e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162280 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -19542806.000000 Penalty: 5957.377930
	Iteration 17Q: 3 clusters Score -1.954281e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162387 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -19542830.000000 Penalty: 5957.377930
	Iteration 18Q: 3 clusters Score -1.954283e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162475 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -19542840.000000 Penalty: 5957.377930
	Iteration 19Q: 3 clusters Score -1.954284e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162553 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -19542900.000000 Penalty: 5957.377930
	Iteration 20F: 3 clusters Score -1.95429e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162609 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -19542934.000000 Penalty: 5957.377930
	Iteration 21Q: 3 clusters Score -1.954293e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162663 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -19542962.000000 Penalty: 5957.377930
	Iteration 22Q: 3 clusters Score -1.954296e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162710 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -19542980.000000 Penalty: 5957.377930
	Iteration 23Q: 3 clusters Score -1.954298e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162744 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -19542992.000000 Penalty: 5957.377930
	Iteration 24Q: 3 clusters Score -1.954299e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162773 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -19542986.000000 Penalty: 5957.377930
	Iteration 25Q: 3 clusters Score -1.954299e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162795 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -19542994.000000 Penalty: 5957.377930
	Iteration 26Q: 3 clusters Score -1.954299e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162811 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -19542964.000000 Penalty: 5957.377930
	Iteration 27Q: 3 clusters Score -1.954296e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162831 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -19542984.000000 Penalty: 5957.377930
	Iteration 28Q: 3 clusters Score -1.954298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162845 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -19542974.000000 Penalty: 5957.377930
	Iteration 29Q: 3 clusters Score -1.954297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162859 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -19542988.000000 Penalty: 5957.377930
	Iteration 30Q: 3 clusters Score -1.954299e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162880 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -19543026.000000 Penalty: 5957.377930
	Iteration 31Q: 3 clusters Score -1.954303e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162897 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -19543028.000000 Penalty: 5957.377930
	Iteration 32Q: 3 clusters Score -1.954303e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162903 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -19543038.000000 Penalty: 5957.377930
	Iteration 33Q: 3 clusters Score -1.954304e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162905 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -19543030.000000 Penalty: 5957.377930
	Iteration 34Q: 3 clusters Score -1.954303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162913 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -19543026.000000 Penalty: 5957.377930
	Iteration 35Q: 3 clusters Score -1.954303e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162926 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -19543024.000000 Penalty: 5957.377930
	Iteration 36Q: 3 clusters Score -1.954302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162938 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -19543020.000000 Penalty: 5957.377930
	Iteration 37Q: 3 clusters Score -1.954302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162948 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -19543022.000000 Penalty: 5957.377930
	Iteration 38Q: 3 clusters Score -1.954302e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162959 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -19543028.000000 Penalty: 5957.377930
	Iteration 39Q: 3 clusters Score -1.954303e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162963 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -19543018.000000 Penalty: 5957.377930
	Iteration 40F: 3 clusters Score -1.954302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162969 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -19543040.000000 Penalty: 5957.377930
	Iteration 41Q: 3 clusters Score -1.954304e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162968 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -19543044.000000 Penalty: 5957.377930
	Iteration 42Q: 3 clusters Score -1.954304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162972 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -19543040.000000 Penalty: 5957.377930
	Iteration 43Q: 3 clusters Score -1.954304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162976 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -19543036.000000 Penalty: 5957.377930
	Iteration 44Q: 3 clusters Score -1.954304e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162979 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -19543042.000000 Penalty: 5957.377930
	Iteration 45Q: 3 clusters Score -1.954304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162981 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -19543036.000000 Penalty: 5957.377930
	Iteration 46Q: 3 clusters Score -1.954304e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162982 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -19543022.000000 Penalty: 5957.377930
	Iteration 47Q: 3 clusters Score -1.954302e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162982 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -19543022.000000 Penalty: 5957.377930
	Iteration 48F: 3 clusters Score -1.954302e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (301292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301292 members 
Entering Unmasked Estep 
Score: -35414080.000000 Penalty: 3128.727051
	Iteration 0F: 2 clusters Score -3.541408e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150732 members 
Mstep: Class 2 contains 150560 members 
Entering Unmasked Estep 
Score: -35217724.000000 Penalty: 6257.454102
	Iteration 0F: 3 clusters Score -3.521772e+07 nChanged 145853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150423 members 
Mstep: Class 2 contains 150869 members 
Entering Unmasked Estep 
Score: -35303668.000000 Penalty: 6257.454102
	Iteration 1F: 3 clusters Score -3.530367e+07 nChanged 6954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149991 members 
Mstep: Class 2 contains 151301 members 
Entering Unmasked Estep 
Score: -35304840.000000 Penalty: 6257.454102
	Iteration 2Q: 3 clusters Score -3.530484e+07 nChanged 6964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149313 members 
Mstep: Class 2 contains 151979 members 
Entering Unmasked Estep 
Score: -35306040.000000 Penalty: 6257.454102
	Iteration 3Q: 3 clusters Score -3.530604e+07 nChanged 7383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148374 members 
Mstep: Class 2 contains 152918 members 
Entering Unmasked Estep 
Score: -35307292.000000 Penalty: 6257.454102
	Iteration 4Q: 3 clusters Score -3.530729e+07 nChanged 7747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146889 members 
Mstep: Class 2 contains 154403 members 
Entering Unmasked Estep 
Score: -35308804.000000 Penalty: 6257.454102
	Iteration 5Q: 3 clusters Score -3.53088e+07 nChanged 8203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144784 members 
Mstep: Class 2 contains 156508 members 
Entering Unmasked Estep 
Score: -35310428.000000 Penalty: 6257.454102
	Iteration 6Q: 3 clusters Score -3.531043e+07 nChanged 8901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141799 members 
Mstep: Class 2 contains 159493 members 
Entering Unmasked Estep 
Score: -35312600.000000 Penalty: 6257.454102
	Iteration 7Q: 3 clusters Score -3.53126e+07 nChanged 9571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137678 members 
Mstep: Class 2 contains 163614 members 
Entering Unmasked Estep 
Score: -35315136.000000 Penalty: 6257.454102
	Iteration 8Q: 3 clusters Score -3.531514e+07 nChanged 10190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132020 members 
Mstep: Class 2 contains 169272 members 
Entering Unmasked Estep 
Score: -35317896.000000 Penalty: 6257.454102
	Iteration 9Q: 3 clusters Score -3.53179e+07 nChanged 11344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124280 members 
Mstep: Class 2 contains 177012 members 
Entering Unmasked Estep 
Score: -35321536.000000 Penalty: 6257.454102
	Iteration 10Q: 3 clusters Score -3.532154e+07 nChanged 13011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113829 members 
Mstep: Class 2 contains 187463 members 
Entering Unmasked Estep 
Score: -35326648.000000 Penalty: 6257.454102
	Iteration 11Q: 3 clusters Score -3.532665e+07 nChanged 15419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99920 members 
Mstep: Class 2 contains 201372 members 
Entering Unmasked Estep 
Score: -35334068.000000 Penalty: 6257.454102
	Iteration 12F: 3 clusters Score -3.533407e+07 nChanged 17942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82572 members 
Mstep: Class 2 contains 218720 members 
Entering Unmasked Estep 
Score: -35345180.000000 Penalty: 6257.454102
	Iteration 13F: 3 clusters Score -3.534518e+07 nChanged 20324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62386 members 
Mstep: Class 2 contains 238906 members 
Entering Unmasked Estep 
Score: -35359760.000000 Penalty: 6257.454102
	Iteration 14F: 3 clusters Score -3.535976e+07 nChanged 20873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 259771 members 
Entering Unmasked Estep 
Score: -35377388.000000 Penalty: 6257.454102
	Iteration 15F: 3 clusters Score -3.537739e+07 nChanged 18206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 277977 members 
Entering Unmasked Estep 
Score: -35393888.000000 Penalty: 6257.454102
	Iteration 16F: 3 clusters Score -3.539389e+07 nChanged 12277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 290252 members 
Entering Unmasked Estep 
Score: -35405632.000000 Penalty: 6257.454102
	Iteration 17Q: 3 clusters Score -3.540563e+07 nChanged 6441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4599 members 
Mstep: Class 2 contains 296693 members 
Entering Unmasked Estep 
Score: -35410300.000000 Penalty: 6257.454102
	Iteration 18Q: 3 clusters Score -3.54103e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 299369 members 
Entering Unmasked Estep 
Score: -35411168.000000 Penalty: 6257.454102
	Iteration 19Q: 3 clusters Score -3.541117e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 300304 members 
Entering Unmasked Estep 
Score: -35411256.000000 Penalty: 6257.454102
	Iteration 20F: 3 clusters Score -3.541126e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 300632 members 
Entering Unmasked Estep 
Score: -35411360.000000 Penalty: 6257.454102
	Iteration 21Q: 3 clusters Score -3.541136e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 300780 members 
Entering Unmasked Estep 
Score: -35411360.000000 Penalty: 6257.454102
	Iteration 22Q: 3 clusters Score -3.541136e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 300854 members 
Entering Unmasked Estep 
Score: -35411396.000000 Penalty: 6257.454102
	Iteration 23Q: 3 clusters Score -3.54114e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 300901 members 
Entering Unmasked Estep 
Score: -35411424.000000 Penalty: 6257.454102
	Iteration 24Q: 3 clusters Score -3.541142e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 300923 members 
Entering Unmasked Estep 
Score: -35411464.000000 Penalty: 6257.454102
	Iteration 25Q: 3 clusters Score -3.541146e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 300934 members 
Entering Unmasked Estep 
Score: -35411476.000000 Penalty: 6257.454102
	Iteration 26Q: 3 clusters Score -3.541148e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 300943 members 
Entering Unmasked Estep 
Score: -35411484.000000 Penalty: 6257.454102
	Iteration 27Q: 3 clusters Score -3.541148e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 300949 members 
Entering Unmasked Estep 
Score: -35411516.000000 Penalty: 6257.454102
	Iteration 28Q: 3 clusters Score -3.541152e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 300955 members 
Entering Unmasked Estep 
Score: -35411508.000000 Penalty: 6257.454102
	Iteration 29Q: 3 clusters Score -3.541151e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 300958 members 
Entering Unmasked Estep 
Score: -35411524.000000 Penalty: 6257.454102
	Iteration 30Q: 3 clusters Score -3.541152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 300960 members 
Entering Unmasked Estep 
Score: -35411520.000000 Penalty: 6257.454102
	Iteration 31Q: 3 clusters Score -3.541152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 300959 members 
Entering Unmasked Estep 
Score: -35411512.000000 Penalty: 6257.454102
	Iteration 32Q: 3 clusters Score -3.541151e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 300960 members 
Entering Unmasked Estep 
Score: -35411520.000000 Penalty: 6257.454102
	Iteration 33Q: 3 clusters Score -3.541152e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 300960 members 
Entering Unmasked Estep 
Score: -35411524.000000 Penalty: 6257.454102
	Iteration 34Q: 3 clusters Score -3.541152e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 300959 members 
Entering Unmasked Estep 
Score: -35411532.000000 Penalty: 6257.454102
	Iteration 35Q: 3 clusters Score -3.541153e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 300957 members 
Entering Unmasked Estep 
Score: -35411532.000000 Penalty: 6257.454102
	Iteration 36Q: 3 clusters Score -3.541153e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 300958 members 
Entering Unmasked Estep 
Score: -35411520.000000 Penalty: 6257.454102
	Iteration 37Q: 3 clusters Score -3.541152e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 300958 members 
Entering Unmasked Estep 
Score: -35411520.000000 Penalty: 6257.454102
	Iteration 38F: 3 clusters Score -3.541152e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Entering Unmasked Estep 
Score: -1339143.000000 Penalty: 2328.904297
	Iteration 0F: 2 clusters Score -1339143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -1330150.375000 Penalty: 4657.808594
	Iteration 0F: 3 clusters Score -1330150 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -1332925.000000 Penalty: 4657.808594
	Iteration 1F: 3 clusters Score -1332925 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -1333327.875000 Penalty: 4657.808594
	Iteration 2F: 3 clusters Score -1333328 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5827 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1333685.875000 Penalty: 4657.808594
	Iteration 3F: 3 clusters Score -1333686 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1334002.000000 Penalty: 4657.808594
	Iteration 4Q: 3 clusters Score -1334002 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -1334271.750000 Penalty: 4657.808594
	Iteration 5Q: 3 clusters Score -1334272 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1334541.750000 Penalty: 4657.808594
	Iteration 6Q: 3 clusters Score -1334542 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1334824.125000 Penalty: 4657.808594
	Iteration 7Q: 3 clusters Score -1334824 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1335097.125000 Penalty: 4657.808594
	Iteration 8Q: 3 clusters Score -1335097 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1335315.000000 Penalty: 4657.808594
	Iteration 9Q: 3 clusters Score -1335315 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1335496.125000 Penalty: 4657.808594
	Iteration 10Q: 3 clusters Score -1335496 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 7057 members 
Entering Unmasked Estep 
Score: -1335679.000000 Penalty: 4657.808594
	Iteration 11Q: 3 clusters Score -1335679 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7272 members 
Entering Unmasked Estep 
Score: -1335849.625000 Penalty: 4657.808594
	Iteration 12Q: 3 clusters Score -1335850 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4450 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1336031.875000 Penalty: 4657.808594
	Iteration 13Q: 3 clusters Score -1336032 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1336238.125000 Penalty: 4657.808594
	Iteration 14Q: 3 clusters Score -1336238 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1336416.500000 Penalty: 4657.808594
	Iteration 15Q: 3 clusters Score -1336416 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1336544.125000 Penalty: 4657.808594
	Iteration 16Q: 3 clusters Score -1336544 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 8388 members 
Entering Unmasked Estep 
Score: -1336634.750000 Penalty: 4657.808594
	Iteration 17Q: 3 clusters Score -1336635 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 8522 members 
Entering Unmasked Estep 
Score: -1336705.750000 Penalty: 4657.808594
	Iteration 18Q: 3 clusters Score -1336706 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -1336751.000000 Penalty: 4657.808594
	Iteration 19Q: 3 clusters Score -1336751 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
Score: -1336790.250000 Penalty: 4657.808594
	Iteration 20F: 3 clusters Score -1336790 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -1336818.375000 Penalty: 4657.808594
	Iteration 21Q: 3 clusters Score -1336818 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -1336861.750000 Penalty: 4657.808594
	Iteration 22Q: 3 clusters Score -1336862 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 8933 members 
Entering Unmasked Estep 
Score: -1336892.125000 Penalty: 4657.808594
	Iteration 23Q: 3 clusters Score -1336892 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1336920.125000 Penalty: 4657.808594
	Iteration 24Q: 3 clusters Score -1336920 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -1336934.000000 Penalty: 4657.808594
	Iteration 25Q: 3 clusters Score -1336934 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 9085 members 
Entering Unmasked Estep 
Score: -1336948.625000 Penalty: 4657.808594
	Iteration 26Q: 3 clusters Score -1336949 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -1336963.500000 Penalty: 4657.808594
	Iteration 27Q: 3 clusters Score -1336964 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -1336971.000000 Penalty: 4657.808594
	Iteration 28Q: 3 clusters Score -1336971 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -1336979.625000 Penalty: 4657.808594
	Iteration 29Q: 3 clusters Score -1336980 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -1336988.500000 Penalty: 4657.808594
	Iteration 30Q: 3 clusters Score -1336988 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 9240 members 
Entering Unmasked Estep 
Score: -1336996.125000 Penalty: 4657.808594
	Iteration 31Q: 3 clusters Score -1336996 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -1337004.750000 Penalty: 4657.808594
	Iteration 32Q: 3 clusters Score -1337005 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1337014.875000 Penalty: 4657.808594
	Iteration 33Q: 3 clusters Score -1337015 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -1337024.375000 Penalty: 4657.808594
	Iteration 34Q: 3 clusters Score -1337024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1337032.375000 Penalty: 4657.808594
	Iteration 35Q: 3 clusters Score -1337032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 9389 members 
Entering Unmasked Estep 
Score: -1337040.750000 Penalty: 4657.808594
	Iteration 36Q: 3 clusters Score -1337041 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1337047.750000 Penalty: 4657.808594
	Iteration 37Q: 3 clusters Score -1337048 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -1337055.125000 Penalty: 4657.808594
	Iteration 38Q: 3 clusters Score -1337055 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -1337072.375000 Penalty: 4657.808594
	Iteration 39Q: 3 clusters Score -1337072 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1337089.000000 Penalty: 4657.808594
	Iteration 40F: 3 clusters Score -1337089 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -1337106.625000 Penalty: 4657.808594
	Iteration 41Q: 3 clusters Score -1337107 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 9622 members 
Entering Unmasked Estep 
Score: -1337125.375000 Penalty: 4657.808594
	Iteration 42Q: 3 clusters Score -1337125 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -1337142.000000 Penalty: 4657.808594
	Iteration 43Q: 3 clusters Score -1337142 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -1337147.000000 Penalty: 4657.808594
	Iteration 44Q: 3 clusters Score -1337147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -1337148.500000 Penalty: 4657.808594
	Iteration 45Q: 3 clusters Score -1337148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -1337155.250000 Penalty: 4657.808594
	Iteration 46Q: 3 clusters Score -1337155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 9721 members 
Entering Unmasked Estep 
Score: -1337150.500000 Penalty: 4657.808594
	Iteration 47Q: 3 clusters Score -1337150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -1337153.625000 Penalty: 4657.808594
	Iteration 48Q: 3 clusters Score -1337154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1337155.375000 Penalty: 4657.808594
	Iteration 49Q: 3 clusters Score -1337155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -1337154.625000 Penalty: 4657.808594
	Iteration 50Q: 3 clusters Score -1337155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 9739 members 
Entering Unmasked Estep 
Score: -1337156.250000 Penalty: 4657.808594
	Iteration 51Q: 3 clusters Score -1337156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -1337158.875000 Penalty: 4657.808594
	Iteration 52Q: 3 clusters Score -1337159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1337157.500000 Penalty: 4657.808594
	Iteration 53Q: 3 clusters Score -1337158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 9755 members 
Entering Unmasked Estep 
Score: -1337160.500000 Penalty: 4657.808594
	Iteration 54Q: 3 clusters Score -1337160 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -1337164.375000 Penalty: 4657.808594
	Iteration 55Q: 3 clusters Score -1337164 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -1337171.250000 Penalty: 4657.808594
	Iteration 56Q: 3 clusters Score -1337171 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 9798 members 
Entering Unmasked Estep 
Score: -1337176.000000 Penalty: 4657.808594
	Iteration 57Q: 3 clusters Score -1337176 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1337185.375000 Penalty: 4657.808594
	Iteration 58Q: 3 clusters Score -1337185 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -1337186.750000 Penalty: 4657.808594
	Iteration 59Q: 3 clusters Score -1337187 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 9846 members 
Entering Unmasked Estep 
Score: -1337193.625000 Penalty: 4657.808594
	Iteration 60F: 3 clusters Score -1337194 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -1337195.875000 Penalty: 4657.808594
	Iteration 61Q: 3 clusters Score -1337196 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1337198.250000 Penalty: 4657.808594
	Iteration 62Q: 3 clusters Score -1337198 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1337200.875000 Penalty: 4657.808594
	Iteration 63Q: 3 clusters Score -1337201 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -1337202.000000 Penalty: 4657.808594
	Iteration 64Q: 3 clusters Score -1337202 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 9904 members 
Entering Unmasked Estep 
Score: -1337205.750000 Penalty: 4657.808594
	Iteration 65Q: 3 clusters Score -1337206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1337207.375000 Penalty: 4657.808594
	Iteration 66Q: 3 clusters Score -1337207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -1337207.875000 Penalty: 4657.808594
	Iteration 67Q: 3 clusters Score -1337208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1337207.500000 Penalty: 4657.808594
	Iteration 68Q: 3 clusters Score -1337208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1337207.500000 Penalty: 4657.808594
	Iteration 69F: 3 clusters Score -1337208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Entering Unmasked Estep 
Score: -6429861.000000 Penalty: 2702.060303
	Iteration 0F: 2 clusters Score -6429861 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -6393551.000000 Penalty: 5404.120605
	Iteration 0F: 3 clusters Score -6393551 nChanged 24980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28159 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -6407652.500000 Penalty: 5404.120605
	Iteration 1F: 3 clusters Score -6407652 nChanged 2542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28957 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -6408567.000000 Penalty: 5404.120605
	Iteration 2Q: 3 clusters Score -6408567 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -6409650.000000 Penalty: 5404.120605
	Iteration 3Q: 3 clusters Score -6409650 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -6411076.500000 Penalty: 5404.120605
	Iteration 4F: 3 clusters Score -6411076 nChanged 3374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34520 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -6413128.000000 Penalty: 5404.120605
	Iteration 5F: 3 clusters Score -6413128 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37714 members 
Mstep: Class 2 contains 16214 members 
Entering Unmasked Estep 
Score: -6415980.500000 Penalty: 5404.120605
	Iteration 6F: 3 clusters Score -6415980 nChanged 3875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -6419428.000000 Penalty: 5404.120605
	Iteration 7F: 3 clusters Score -6419428 nChanged 3163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43858 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -6422610.500000 Penalty: 5404.120605
	Iteration 8F: 3 clusters Score -6422610 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45509 members 
Mstep: Class 2 contains 8419 members 
Entering Unmasked Estep 
Score: -6424662.500000 Penalty: 5404.120605
	Iteration 9Q: 3 clusters Score -6424662 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -6425536.500000 Penalty: 5404.120605
	Iteration 10Q: 3 clusters Score -6425536 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47217 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -6425962.000000 Penalty: 5404.120605
	Iteration 11Q: 3 clusters Score -6425962 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47800 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -6426227.500000 Penalty: 5404.120605
	Iteration 12Q: 3 clusters Score -6426228 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48323 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -6426468.500000 Penalty: 5404.120605
	Iteration 13Q: 3 clusters Score -6426468 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48779 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -6426689.500000 Penalty: 5404.120605
	Iteration 14Q: 3 clusters Score -6426690 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49188 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -6426825.000000 Penalty: 5404.120605
	Iteration 15Q: 3 clusters Score -6426825 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49578 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -6426963.000000 Penalty: 5404.120605
	Iteration 16Q: 3 clusters Score -6426963 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49919 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -6427105.000000 Penalty: 5404.120605
	Iteration 17Q: 3 clusters Score -6427105 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50215 members 
Mstep: Class 2 contains 3713 members 
Entering Unmasked Estep 
Score: -6427219.500000 Penalty: 5404.120605
	Iteration 18Q: 3 clusters Score -6427220 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -6427331.500000 Penalty: 5404.120605
	Iteration 19Q: 3 clusters Score -6427332 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50703 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -6427429.000000 Penalty: 5404.120605
	Iteration 20F: 3 clusters Score -6427429 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50897 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -6427483.500000 Penalty: 5404.120605
	Iteration 21Q: 3 clusters Score -6427484 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51073 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -6427578.000000 Penalty: 5404.120605
	Iteration 22Q: 3 clusters Score -6427578 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -6427600.500000 Penalty: 5404.120605
	Iteration 23Q: 3 clusters Score -6427600 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51318 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -6427650.500000 Penalty: 5404.120605
	Iteration 24Q: 3 clusters Score -6427650 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51413 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -6427709.000000 Penalty: 5404.120605
	Iteration 25Q: 3 clusters Score -6427709 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51500 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6427741.500000 Penalty: 5404.120605
	Iteration 26Q: 3 clusters Score -6427742 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51581 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -6427777.000000 Penalty: 5404.120605
	Iteration 27Q: 3 clusters Score -6427777 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51655 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -6427804.500000 Penalty: 5404.120605
	Iteration 28Q: 3 clusters Score -6427804 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51712 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6427816.500000 Penalty: 5404.120605
	Iteration 29Q: 3 clusters Score -6427816 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51759 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6427824.000000 Penalty: 5404.120605
	Iteration 30Q: 3 clusters Score -6427824 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -6427832.000000 Penalty: 5404.120605
	Iteration 31Q: 3 clusters Score -6427832 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51829 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -6427849.500000 Penalty: 5404.120605
	Iteration 32Q: 3 clusters Score -6427850 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51863 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -6427852.000000 Penalty: 5404.120605
	Iteration 33Q: 3 clusters Score -6427852 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51879 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -6427857.500000 Penalty: 5404.120605
	Iteration 34Q: 3 clusters Score -6427858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51901 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -6427877.000000 Penalty: 5404.120605
	Iteration 35Q: 3 clusters Score -6427877 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51926 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6427884.500000 Penalty: 5404.120605
	Iteration 36Q: 3 clusters Score -6427884 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51946 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -6427898.000000 Penalty: 5404.120605
	Iteration 37Q: 3 clusters Score -6427898 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51961 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -6427902.500000 Penalty: 5404.120605
	Iteration 38Q: 3 clusters Score -6427902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51979 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -6427896.500000 Penalty: 5404.120605
	Iteration 39Q: 3 clusters Score -6427896 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52002 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -6427910.500000 Penalty: 5404.120605
	Iteration 40F: 3 clusters Score -6427910 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52028 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -6427907.500000 Penalty: 5404.120605
	Iteration 41Q: 3 clusters Score -6427908 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -6427914.500000 Penalty: 5404.120605
	Iteration 42Q: 3 clusters Score -6427914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52059 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -6427919.000000 Penalty: 5404.120605
	Iteration 43Q: 3 clusters Score -6427919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52066 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -6427927.000000 Penalty: 5404.120605
	Iteration 44Q: 3 clusters Score -6427927 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52074 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -6427936.500000 Penalty: 5404.120605
	Iteration 45Q: 3 clusters Score -6427936 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52079 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6427939.000000 Penalty: 5404.120605
	Iteration 46Q: 3 clusters Score -6427939 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52085 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -6427933.500000 Penalty: 5404.120605
	Iteration 47Q: 3 clusters Score -6427934 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52087 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -6427936.000000 Penalty: 5404.120605
	Iteration 48Q: 3 clusters Score -6427936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52090 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -6427944.000000 Penalty: 5404.120605
	Iteration 49Q: 3 clusters Score -6427944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52093 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6427943.500000 Penalty: 5404.120605
	Iteration 50Q: 3 clusters Score -6427944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52096 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -6427939.500000 Penalty: 5404.120605
	Iteration 51Q: 3 clusters Score -6427940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52097 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -6427937.000000 Penalty: 5404.120605
	Iteration 52Q: 3 clusters Score -6427937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6427930.000000 Penalty: 5404.120605
	Iteration 53Q: 3 clusters Score -6427930 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52098 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -6427930.000000 Penalty: 5404.120605
	Iteration 54F: 3 clusters Score -6427930 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Entering Unmasked Estep 
Score: -767751.062500 Penalty: 2218.830078
	Iteration 0F: 2 clusters Score -767751.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -761605.437500 Penalty: 4437.660156
	Iteration 0F: 3 clusters Score -761605.4 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -763410.000000 Penalty: 4437.660156
	Iteration 1F: 3 clusters Score -763410 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 3539 members 
Entering Unmasked Estep 
Score: -763801.625000 Penalty: 4437.660156
	Iteration 2F: 3 clusters Score -763801.6 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -764106.562500 Penalty: 4437.660156
	Iteration 3F: 3 clusters Score -764106.6 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -764420.562500 Penalty: 4437.660156
	Iteration 4F: 3 clusters Score -764420.6 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -764760.812500 Penalty: 4437.660156
	Iteration 5F: 3 clusters Score -764760.8 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4371 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -765106.062500 Penalty: 4437.660156
	Iteration 6F: 3 clusters Score -765106.1 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -765416.687500 Penalty: 4437.660156
	Iteration 7F: 3 clusters Score -765416.7 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 3260 members 
Entering Unmasked Estep 
Score: -765674.312500 Penalty: 4437.660156
	Iteration 8Q: 3 clusters Score -765674.3 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -765834.375000 Penalty: 4437.660156
	Iteration 9Q: 3 clusters Score -765834.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -765939.875000 Penalty: 4437.660156
	Iteration 10Q: 3 clusters Score -765939.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -766014.750000 Penalty: 4437.660156
	Iteration 11Q: 3 clusters Score -766014.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 3155 members 
Entering Unmasked Estep 
Score: -766059.562500 Penalty: 4437.660156
	Iteration 12Q: 3 clusters Score -766059.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -766097.437500 Penalty: 4437.660156
	Iteration 13Q: 3 clusters Score -766097.4 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -766131.562500 Penalty: 4437.660156
	Iteration 14Q: 3 clusters Score -766131.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -766153.062500 Penalty: 4437.660156
	Iteration 15Q: 3 clusters Score -766153.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -766170.187500 Penalty: 4437.660156
	Iteration 16Q: 3 clusters Score -766170.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -766183.687500 Penalty: 4437.660156
	Iteration 17Q: 3 clusters Score -766183.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -766190.437500 Penalty: 4437.660156
	Iteration 18Q: 3 clusters Score -766190.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -766204.125000 Penalty: 4437.660156
	Iteration 19Q: 3 clusters Score -766204.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -766213.812500 Penalty: 4437.660156
	Iteration 20F: 3 clusters Score -766213.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4750 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -766221.187500 Penalty: 4437.660156
	Iteration 21Q: 3 clusters Score -766221.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -766227.937500 Penalty: 4437.660156
	Iteration 22Q: 3 clusters Score -766227.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -766232.562500 Penalty: 4437.660156
	Iteration 23Q: 3 clusters Score -766232.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -766235.062500 Penalty: 4437.660156
	Iteration 24Q: 3 clusters Score -766235.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -766237.625000 Penalty: 4437.660156
	Iteration 25Q: 3 clusters Score -766237.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -766244.125000 Penalty: 4437.660156
	Iteration 26Q: 3 clusters Score -766244.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -766253.187500 Penalty: 4437.660156
	Iteration 27Q: 3 clusters Score -766253.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -766264.000000 Penalty: 4437.660156
	Iteration 28Q: 3 clusters Score -766264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -766279.312500 Penalty: 4437.660156
	Iteration 29Q: 3 clusters Score -766279.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4891 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -766289.437500 Penalty: 4437.660156
	Iteration 30Q: 3 clusters Score -766289.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -766303.500000 Penalty: 4437.660156
	Iteration 31Q: 3 clusters Score -766303.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4953 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -766319.437500 Penalty: 4437.660156
	Iteration 32Q: 3 clusters Score -766319.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -766328.312500 Penalty: 4437.660156
	Iteration 33Q: 3 clusters Score -766328.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -766335.625000 Penalty: 4437.660156
	Iteration 34Q: 3 clusters Score -766335.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -766344.250000 Penalty: 4437.660156
	Iteration 35Q: 3 clusters Score -766344.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -766357.125000 Penalty: 4437.660156
	Iteration 36Q: 3 clusters Score -766357.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5072 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -766370.250000 Penalty: 4437.660156
	Iteration 37Q: 3 clusters Score -766370.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -766378.312500 Penalty: 4437.660156
	Iteration 38Q: 3 clusters Score -766378.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -766387.875000 Penalty: 4437.660156
	Iteration 39Q: 3 clusters Score -766387.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -766398.937500 Penalty: 4437.660156
	Iteration 40F: 3 clusters Score -766398.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -766410.500000 Penalty: 4437.660156
	Iteration 41Q: 3 clusters Score -766410.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -766417.437500 Penalty: 4437.660156
	Iteration 42Q: 3 clusters Score -766417.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -766422.187500 Penalty: 4437.660156
	Iteration 43Q: 3 clusters Score -766422.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -766426.437500 Penalty: 4437.660156
	Iteration 44Q: 3 clusters Score -766426.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -766431.500000 Penalty: 4437.660156
	Iteration 45Q: 3 clusters Score -766431.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -766437.125000 Penalty: 4437.660156
	Iteration 46Q: 3 clusters Score -766437.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -766442.562500 Penalty: 4437.660156
	Iteration 47Q: 3 clusters Score -766442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -766443.937500 Penalty: 4437.660156
	Iteration 48Q: 3 clusters Score -766443.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -766444.250000 Penalty: 4437.660156
	Iteration 49Q: 3 clusters Score -766444.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -766445.500000 Penalty: 4437.660156
	Iteration 50Q: 3 clusters Score -766445.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -766448.062500 Penalty: 4437.660156
	Iteration 51Q: 3 clusters Score -766448.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -766449.125000 Penalty: 4437.660156
	Iteration 52Q: 3 clusters Score -766449.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -766449.062500 Penalty: 4437.660156
	Iteration 53Q: 3 clusters Score -766449.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -766448.437500 Penalty: 4437.660156
	Iteration 54Q: 3 clusters Score -766448.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -766450.812500 Penalty: 4437.660156
	Iteration 55Q: 3 clusters Score -766450.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -766451.000000 Penalty: 4437.660156
	Iteration 56Q: 3 clusters Score -766451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -766450.625000 Penalty: 4437.660156
	Iteration 57Q: 3 clusters Score -766450.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -766449.812500 Penalty: 4437.660156
	Iteration 58Q: 3 clusters Score -766449.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -766450.250000 Penalty: 4437.660156
	Iteration 59Q: 3 clusters Score -766450.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -766450.250000 Penalty: 4437.660156
	Iteration 60F: 3 clusters Score -766450.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -415989.843750 Penalty: 2035.368164
	Iteration 0F: 2 clusters Score -415989.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -412262.156250 Penalty: 4070.736328
	Iteration 0F: 3 clusters Score -412262.2 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -413029.968750 Penalty: 4070.736328
	Iteration 1F: 3 clusters Score -413030 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -413182.312500 Penalty: 4070.736328
	Iteration 2F: 3 clusters Score -413182.3 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1744 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -413282.250000 Penalty: 4070.736328
	Iteration 3Q: 3 clusters Score -413282.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -413351.750000 Penalty: 4070.736328
	Iteration 4Q: 3 clusters Score -413351.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -413401.437500 Penalty: 4070.736328
	Iteration 5Q: 3 clusters Score -413401.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -413437.000000 Penalty: 4070.736328
	Iteration 6Q: 3 clusters Score -413437 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -413463.875000 Penalty: 4070.736328
	Iteration 7Q: 3 clusters Score -413463.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -413488.812500 Penalty: 4070.736328
	Iteration 8Q: 3 clusters Score -413488.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -413507.343750 Penalty: 4070.736328
	Iteration 9Q: 3 clusters Score -413507.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -413523.343750 Penalty: 4070.736328
	Iteration 10Q: 3 clusters Score -413523.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -413538.031250 Penalty: 4070.736328
	Iteration 11Q: 3 clusters Score -413538 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -413549.250000 Penalty: 4070.736328
	Iteration 12Q: 3 clusters Score -413549.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -413561.906250 Penalty: 4070.736328
	Iteration 13Q: 3 clusters Score -413561.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -413571.000000 Penalty: 4070.736328
	Iteration 14Q: 3 clusters Score -413571 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -413582.750000 Penalty: 4070.736328
	Iteration 15Q: 3 clusters Score -413582.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -413594.375000 Penalty: 4070.736328
	Iteration 16Q: 3 clusters Score -413594.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -413603.000000 Penalty: 4070.736328
	Iteration 17Q: 3 clusters Score -413603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -413608.375000 Penalty: 4070.736328
	Iteration 18Q: 3 clusters Score -413608.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -413613.125000 Penalty: 4070.736328
	Iteration 19Q: 3 clusters Score -413613.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -413618.718750 Penalty: 4070.736328
	Iteration 20F: 3 clusters Score -413618.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -413626.937500 Penalty: 4070.736328
	Iteration 21Q: 3 clusters Score -413626.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -413637.375000 Penalty: 4070.736328
	Iteration 22Q: 3 clusters Score -413637.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -413644.281250 Penalty: 4070.736328
	Iteration 23Q: 3 clusters Score -413644.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -413650.718750 Penalty: 4070.736328
	Iteration 24Q: 3 clusters Score -413650.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -413655.218750 Penalty: 4070.736328
	Iteration 25Q: 3 clusters Score -413655.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -413658.437500 Penalty: 4070.736328
	Iteration 26Q: 3 clusters Score -413658.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -413662.343750 Penalty: 4070.736328
	Iteration 27Q: 3 clusters Score -413662.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -413665.843750 Penalty: 4070.736328
	Iteration 28Q: 3 clusters Score -413665.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -413668.687500 Penalty: 4070.736328
	Iteration 29Q: 3 clusters Score -413668.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -413670.937500 Penalty: 4070.736328
	Iteration 30Q: 3 clusters Score -413670.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -413671.843750 Penalty: 4070.736328
	Iteration 31Q: 3 clusters Score -413671.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -413672.500000 Penalty: 4070.736328
	Iteration 32Q: 3 clusters Score -413672.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -413672.968750 Penalty: 4070.736328
	Iteration 33Q: 3 clusters Score -413673 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -413674.500000 Penalty: 4070.736328
	Iteration 34Q: 3 clusters Score -413674.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -413675.875000 Penalty: 4070.736328
	Iteration 35Q: 3 clusters Score -413675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -413676.687500 Penalty: 4070.736328
	Iteration 36Q: 3 clusters Score -413676.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -413678.437500 Penalty: 4070.736328
	Iteration 37Q: 3 clusters Score -413678.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -413680.875000 Penalty: 4070.736328
	Iteration 38Q: 3 clusters Score -413680.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -413681.656250 Penalty: 4070.736328
	Iteration 39Q: 3 clusters Score -413681.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -413685.187500 Penalty: 4070.736328
	Iteration 40F: 3 clusters Score -413685.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -413689.312500 Penalty: 4070.736328
	Iteration 41Q: 3 clusters Score -413689.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -413700.593750 Penalty: 4070.736328
	Iteration 42Q: 3 clusters Score -413700.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -413708.531250 Penalty: 4070.736328
	Iteration 43Q: 3 clusters Score -413708.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -413712.843750 Penalty: 4070.736328
	Iteration 44Q: 3 clusters Score -413712.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -413716.218750 Penalty: 4070.736328
	Iteration 45Q: 3 clusters Score -413716.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -413719.562500 Penalty: 4070.736328
	Iteration 46Q: 3 clusters Score -413719.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -413722.812500 Penalty: 4070.736328
	Iteration 47Q: 3 clusters Score -413722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -413724.218750 Penalty: 4070.736328
	Iteration 48Q: 3 clusters Score -413724.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -413726.531250 Penalty: 4070.736328
	Iteration 49Q: 3 clusters Score -413726.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -413729.468750 Penalty: 4070.736328
	Iteration 50Q: 3 clusters Score -413729.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -413732.406250 Penalty: 4070.736328
	Iteration 51Q: 3 clusters Score -413732.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -413735.593750 Penalty: 4070.736328
	Iteration 52Q: 3 clusters Score -413735.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -413739.531250 Penalty: 4070.736328
	Iteration 53Q: 3 clusters Score -413739.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -413742.406250 Penalty: 4070.736328
	Iteration 54Q: 3 clusters Score -413742.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -413745.031250 Penalty: 4070.736328
	Iteration 55Q: 3 clusters Score -413745 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -413747.250000 Penalty: 4070.736328
	Iteration 56Q: 3 clusters Score -413747.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -413748.812500 Penalty: 4070.736328
	Iteration 57Q: 3 clusters Score -413748.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -413751.875000 Penalty: 4070.736328
	Iteration 58Q: 3 clusters Score -413751.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -413753.437500 Penalty: 4070.736328
	Iteration 59Q: 3 clusters Score -413753.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -413754.093750 Penalty: 4070.736328
	Iteration 60F: 3 clusters Score -413754.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -413755.968750 Penalty: 4070.736328
	Iteration 61Q: 3 clusters Score -413756 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -413757.281250 Penalty: 4070.736328
	Iteration 62Q: 3 clusters Score -413757.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -413758.593750 Penalty: 4070.736328
	Iteration 63Q: 3 clusters Score -413758.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -413762.031250 Penalty: 4070.736328
	Iteration 64Q: 3 clusters Score -413762 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -413765.281250 Penalty: 4070.736328
	Iteration 65Q: 3 clusters Score -413765.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -413766.468750 Penalty: 4070.736328
	Iteration 66Q: 3 clusters Score -413766.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -413768.750000 Penalty: 4070.736328
	Iteration 67Q: 3 clusters Score -413768.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -413769.156250 Penalty: 4070.736328
	Iteration 68Q: 3 clusters Score -413769.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -413770.656250 Penalty: 4070.736328
	Iteration 69Q: 3 clusters Score -413770.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -413770.468750 Penalty: 4070.736328
	Iteration 70Q: 3 clusters Score -413770.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -413770.468750 Penalty: 4070.736328
	Iteration 71F: 3 clusters Score -413770.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -126560.203125 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -126560.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -124497.539062 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -124497.5 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -124842.937500 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -124842.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -124959.890625 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -124959.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -125002.156250 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -125002.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -125031.585938 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -125031.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -125043.843750 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -125043.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -125056.101562 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -125056.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -125063.710938 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -125063.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -125067.742188 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -125067.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -125070.312500 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -125070.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -125072.828125 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -125072.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -125076.820312 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -125076.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -125083.414062 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -125083.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -125087.304688 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -125087.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -125091.039062 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -125091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -125094.453125 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -125094.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -125100.929688 Penalty: 3505.390625
	Iteration 16Q: 3 clusters Score -125100.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -125103.070312 Penalty: 3505.390625
	Iteration 17Q: 3 clusters Score -125103.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -125105.437500 Penalty: 3505.390625
	Iteration 18Q: 3 clusters Score -125105.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -125106.234375 Penalty: 3505.390625
	Iteration 19Q: 3 clusters Score -125106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -125107.234375 Penalty: 3505.390625
	Iteration 20F: 3 clusters Score -125107.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10285 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10285 members 
Entering Unmasked Estep 
Score: -1228511.000000 Penalty: 2291.133545
	Iteration 0F: 2 clusters Score -1228511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1220698.750000 Penalty: 4582.267090
	Iteration 0F: 3 clusters Score -1220699 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 4950 members 
Entering Unmasked Estep 
Score: -1222838.750000 Penalty: 4582.267090
	Iteration 1F: 3 clusters Score -1222839 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1223099.375000 Penalty: 4582.267090
	Iteration 2F: 3 clusters Score -1223099 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4682 members 
Entering Unmasked Estep 
Score: -1223301.875000 Penalty: 4582.267090
	Iteration 3Q: 3 clusters Score -1223302 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -1223474.625000 Penalty: 4582.267090
	Iteration 4Q: 3 clusters Score -1223475 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1223609.875000 Penalty: 4582.267090
	Iteration 5Q: 3 clusters Score -1223610 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -1223743.750000 Penalty: 4582.267090
	Iteration 6Q: 3 clusters Score -1223744 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -1223869.125000 Penalty: 4582.267090
	Iteration 7Q: 3 clusters Score -1223869 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 3847 members 
Entering Unmasked Estep 
Score: -1223999.250000 Penalty: 4582.267090
	Iteration 8Q: 3 clusters Score -1223999 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1224145.375000 Penalty: 4582.267090
	Iteration 9Q: 3 clusters Score -1224145 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -1224285.125000 Penalty: 4582.267090
	Iteration 10Q: 3 clusters Score -1224285 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1224455.875000 Penalty: 4582.267090
	Iteration 11Q: 3 clusters Score -1224456 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -1224629.500000 Penalty: 4582.267090
	Iteration 12Q: 3 clusters Score -1224630 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1224839.875000 Penalty: 4582.267090
	Iteration 13Q: 3 clusters Score -1224840 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -1225100.750000 Penalty: 4582.267090
	Iteration 14Q: 3 clusters Score -1225101 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8607 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1225366.625000 Penalty: 4582.267090
	Iteration 15Q: 3 clusters Score -1225367 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1225611.750000 Penalty: 4582.267090
	Iteration 16Q: 3 clusters Score -1225612 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1225848.250000 Penalty: 4582.267090
	Iteration 17Q: 3 clusters Score -1225848 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -1226026.000000 Penalty: 4582.267090
	Iteration 18Q: 3 clusters Score -1226026 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9566 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1226162.000000 Penalty: 4582.267090
	Iteration 19Q: 3 clusters Score -1226162 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1226261.375000 Penalty: 4582.267090
	Iteration 20F: 3 clusters Score -1226261 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -1226331.000000 Penalty: 4582.267090
	Iteration 21Q: 3 clusters Score -1226331 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9777 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -1226383.250000 Penalty: 4582.267090
	Iteration 22Q: 3 clusters Score -1226383 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9810 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1226422.375000 Penalty: 4582.267090
	Iteration 23Q: 3 clusters Score -1226422 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -1226441.500000 Penalty: 4582.267090
	Iteration 24Q: 3 clusters Score -1226442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -1226456.625000 Penalty: 4582.267090
	Iteration 25Q: 3 clusters Score -1226457 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -1226468.750000 Penalty: 4582.267090
	Iteration 26Q: 3 clusters Score -1226469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -1226470.125000 Penalty: 4582.267090
	Iteration 27Q: 3 clusters Score -1226470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9868 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -1226475.625000 Penalty: 4582.267090
	Iteration 28Q: 3 clusters Score -1226476 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -1226479.000000 Penalty: 4582.267090
	Iteration 29Q: 3 clusters Score -1226479 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9874 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -1226479.500000 Penalty: 4582.267090
	Iteration 30Q: 3 clusters Score -1226480 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9875 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -1226480.750000 Penalty: 4582.267090
	Iteration 31Q: 3 clusters Score -1226481 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9876 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1226483.750000 Penalty: 4582.267090
	Iteration 32Q: 3 clusters Score -1226484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1226482.750000 Penalty: 4582.267090
	Iteration 33Q: 3 clusters Score -1226483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -1226482.750000 Penalty: 4582.267090
	Iteration 34F: 3 clusters Score -1226483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -401453.968750 Penalty: 2093.785889
	Iteration 0F: 2 clusters Score -401454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -397173.218750 Penalty: 4187.571777
	Iteration 0F: 3 clusters Score -397173.2 nChanged 1722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -398231.718750 Penalty: 4187.571777
	Iteration 1F: 3 clusters Score -398231.7 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -398506.000000 Penalty: 4187.571777
	Iteration 2F: 3 clusters Score -398506 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -398708.031250 Penalty: 4187.571777
	Iteration 3F: 3 clusters Score -398708 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -398884.562500 Penalty: 4187.571777
	Iteration 4Q: 3 clusters Score -398884.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -399053.937500 Penalty: 4187.571777
	Iteration 5Q: 3 clusters Score -399053.9 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -399220.031250 Penalty: 4187.571777
	Iteration 6Q: 3 clusters Score -399220 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -399362.843750 Penalty: 4187.571777
	Iteration 7Q: 3 clusters Score -399362.8 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -399531.031250 Penalty: 4187.571777
	Iteration 8Q: 3 clusters Score -399531 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -399664.750000 Penalty: 4187.571777
	Iteration 9Q: 3 clusters Score -399664.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -399769.093750 Penalty: 4187.571777
	Iteration 10Q: 3 clusters Score -399769.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 3098 members 
Entering Unmasked Estep 
Score: -399849.187500 Penalty: 4187.571777
	Iteration 11Q: 3 clusters Score -399849.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -399911.281250 Penalty: 4187.571777
	Iteration 12Q: 3 clusters Score -399911.3 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -399962.375000 Penalty: 4187.571777
	Iteration 13Q: 3 clusters Score -399962.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -399997.343750 Penalty: 4187.571777
	Iteration 14Q: 3 clusters Score -399997.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -400026.968750 Penalty: 4187.571777
	Iteration 15Q: 3 clusters Score -400027 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -400042.500000 Penalty: 4187.571777
	Iteration 16Q: 3 clusters Score -400042.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -400053.718750 Penalty: 4187.571777
	Iteration 17Q: 3 clusters Score -400053.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -400059.656250 Penalty: 4187.571777
	Iteration 18Q: 3 clusters Score -400059.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -400063.531250 Penalty: 4187.571777
	Iteration 19Q: 3 clusters Score -400063.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -400077.125000 Penalty: 4187.571777
	Iteration 20F: 3 clusters Score -400077.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -400091.656250 Penalty: 4187.571777
	Iteration 21Q: 3 clusters Score -400091.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -400095.906250 Penalty: 4187.571777
	Iteration 22Q: 3 clusters Score -400095.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -400099.468750 Penalty: 4187.571777
	Iteration 23Q: 3 clusters Score -400099.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -400100.218750 Penalty: 4187.571777
	Iteration 24Q: 3 clusters Score -400100.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -400101.312500 Penalty: 4187.571777
	Iteration 25Q: 3 clusters Score -400101.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -400103.343750 Penalty: 4187.571777
	Iteration 26Q: 3 clusters Score -400103.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -400104.750000 Penalty: 4187.571777
	Iteration 27Q: 3 clusters Score -400104.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -400106.218750 Penalty: 4187.571777
	Iteration 28Q: 3 clusters Score -400106.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -400107.218750 Penalty: 4187.571777
	Iteration 29Q: 3 clusters Score -400107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -400107.343750 Penalty: 4187.571777
	Iteration 30Q: 3 clusters Score -400107.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -400106.437500 Penalty: 4187.571777
	Iteration 31Q: 3 clusters Score -400106.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -400107.656250 Penalty: 4187.571777
	Iteration 32Q: 3 clusters Score -400107.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -400107.656250 Penalty: 4187.571777
	Iteration 33Q: 3 clusters Score -400107.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -400108.812500 Penalty: 4187.571777
	Iteration 34Q: 3 clusters Score -400108.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -400109.406250 Penalty: 4187.571777
	Iteration 35Q: 3 clusters Score -400109.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -400109.406250 Penalty: 4187.571777
	Iteration 36F: 3 clusters Score -400109.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17771 members 
Entering Unmasked Estep 
Score: -1999143.750000 Penalty: 2426.760254
	Iteration 0F: 2 clusters Score -1999144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -1986403.875000 Penalty: 4853.520508
	Iteration 0F: 3 clusters Score -1986404 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -1990580.125000 Penalty: 4853.520508
	Iteration 1F: 3 clusters Score -1990580 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8625 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -1990957.125000 Penalty: 4853.520508
	Iteration 2F: 3 clusters Score -1990957 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -1991237.250000 Penalty: 4853.520508
	Iteration 3Q: 3 clusters Score -1991237 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 9319 members 
Entering Unmasked Estep 
Score: -1991482.875000 Penalty: 4853.520508
	Iteration 4Q: 3 clusters Score -1991483 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 9435 members 
Entering Unmasked Estep 
Score: -1991731.000000 Penalty: 4853.520508
	Iteration 5Q: 3 clusters Score -1991731 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8162 members 
Mstep: Class 2 contains 9609 members 
Entering Unmasked Estep 
Score: -1991972.000000 Penalty: 4853.520508
	Iteration 6Q: 3 clusters Score -1991972 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 9819 members 
Entering Unmasked Estep 
Score: -1992198.125000 Penalty: 4853.520508
	Iteration 7Q: 3 clusters Score -1992198 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -1992445.625000 Penalty: 4853.520508
	Iteration 8Q: 3 clusters Score -1992446 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 10371 members 
Entering Unmasked Estep 
Score: -1992741.875000 Penalty: 4853.520508
	Iteration 9Q: 3 clusters Score -1992742 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 10716 members 
Entering Unmasked Estep 
Score: -1993105.250000 Penalty: 4853.520508
	Iteration 10Q: 3 clusters Score -1993105 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6608 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -1993618.875000 Penalty: 4853.520508
	Iteration 11Q: 3 clusters Score -1993619 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 11601 members 
Entering Unmasked Estep 
Score: -1994247.000000 Penalty: 4853.520508
	Iteration 12Q: 3 clusters Score -1994247 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5789 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -1994878.375000 Penalty: 4853.520508
	Iteration 13Q: 3 clusters Score -1994878 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -1995435.625000 Penalty: 4853.520508
	Iteration 14Q: 3 clusters Score -1995436 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 12471 members 
Entering Unmasked Estep 
Score: -1995739.125000 Penalty: 4853.520508
	Iteration 15Q: 3 clusters Score -1995739 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -1995926.750000 Penalty: 4853.520508
	Iteration 16Q: 3 clusters Score -1995927 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4995 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -1996028.250000 Penalty: 4853.520508
	Iteration 17Q: 3 clusters Score -1996028 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -1996094.875000 Penalty: 4853.520508
	Iteration 18Q: 3 clusters Score -1996095 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4747 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -1996135.250000 Penalty: 4853.520508
	Iteration 19Q: 3 clusters Score -1996135 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -1996159.125000 Penalty: 4853.520508
	Iteration 20F: 3 clusters Score -1996159 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -1996185.625000 Penalty: 4853.520508
	Iteration 21Q: 3 clusters Score -1996186 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4474 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -1996198.750000 Penalty: 4853.520508
	Iteration 22Q: 3 clusters Score -1996199 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -1996216.500000 Penalty: 4853.520508
	Iteration 23Q: 3 clusters Score -1996216 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4320 members 
Mstep: Class 2 contains 13451 members 
Entering Unmasked Estep 
Score: -1996235.750000 Penalty: 4853.520508
	Iteration 24Q: 3 clusters Score -1996236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -1996252.750000 Penalty: 4853.520508
	Iteration 25Q: 3 clusters Score -1996253 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -1996273.125000 Penalty: 4853.520508
	Iteration 26Q: 3 clusters Score -1996273 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -1996284.000000 Penalty: 4853.520508
	Iteration 27Q: 3 clusters Score -1996284 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -1996286.125000 Penalty: 4853.520508
	Iteration 28Q: 3 clusters Score -1996286 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -1996302.250000 Penalty: 4853.520508
	Iteration 29Q: 3 clusters Score -1996302 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1996313.875000 Penalty: 4853.520508
	Iteration 30Q: 3 clusters Score -1996314 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 13860 members 
Entering Unmasked Estep 
Score: -1996326.125000 Penalty: 4853.520508
	Iteration 31Q: 3 clusters Score -1996326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3854 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -1996348.625000 Penalty: 4853.520508
	Iteration 32Q: 3 clusters Score -1996349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -1996362.875000 Penalty: 4853.520508
	Iteration 33Q: 3 clusters Score -1996363 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -1996383.125000 Penalty: 4853.520508
	Iteration 34Q: 3 clusters Score -1996383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -1996404.875000 Penalty: 4853.520508
	Iteration 35Q: 3 clusters Score -1996405 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -1996418.125000 Penalty: 4853.520508
	Iteration 36Q: 3 clusters Score -1996418 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1996438.500000 Penalty: 4853.520508
	Iteration 37Q: 3 clusters Score -1996438 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -1996447.250000 Penalty: 4853.520508
	Iteration 38Q: 3 clusters Score -1996447 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1996459.375000 Penalty: 4853.520508
	Iteration 39Q: 3 clusters Score -1996459 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 14459 members 
Entering Unmasked Estep 
Score: -1996471.250000 Penalty: 4853.520508
	Iteration 40F: 3 clusters Score -1996471 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 14516 members 
Entering Unmasked Estep 
Score: -1996482.375000 Penalty: 4853.520508
	Iteration 41Q: 3 clusters Score -1996482 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -1996502.250000 Penalty: 4853.520508
	Iteration 42Q: 3 clusters Score -1996502 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -1996517.500000 Penalty: 4853.520508
	Iteration 43Q: 3 clusters Score -1996518 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 14712 members 
Entering Unmasked Estep 
Score: -1996537.500000 Penalty: 4853.520508
	Iteration 44Q: 3 clusters Score -1996538 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -1996555.375000 Penalty: 4853.520508
	Iteration 45Q: 3 clusters Score -1996555 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2935 members 
Mstep: Class 2 contains 14836 members 
Entering Unmasked Estep 
Score: -1996576.000000 Penalty: 4853.520508
	Iteration 46Q: 3 clusters Score -1996576 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -1996585.750000 Penalty: 4853.520508
	Iteration 47Q: 3 clusters Score -1996586 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -1996591.250000 Penalty: 4853.520508
	Iteration 48Q: 3 clusters Score -1996591 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -1996605.500000 Penalty: 4853.520508
	Iteration 49Q: 3 clusters Score -1996606 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -1996618.750000 Penalty: 4853.520508
	Iteration 50Q: 3 clusters Score -1996619 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 15091 members 
Entering Unmasked Estep 
Score: -1996629.750000 Penalty: 4853.520508
	Iteration 51Q: 3 clusters Score -1996630 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -1996638.250000 Penalty: 4853.520508
	Iteration 52Q: 3 clusters Score -1996638 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -1996656.875000 Penalty: 4853.520508
	Iteration 53Q: 3 clusters Score -1996657 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -1996670.000000 Penalty: 4853.520508
	Iteration 54Q: 3 clusters Score -1996670 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -1996684.500000 Penalty: 4853.520508
	Iteration 55Q: 3 clusters Score -1996684 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -1996699.375000 Penalty: 4853.520508
	Iteration 56Q: 3 clusters Score -1996699 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -1996713.250000 Penalty: 4853.520508
	Iteration 57Q: 3 clusters Score -1996713 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -1996722.125000 Penalty: 4853.520508
	Iteration 58Q: 3 clusters Score -1996722 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -1996736.500000 Penalty: 4853.520508
	Iteration 59Q: 3 clusters Score -1996736 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -1996747.500000 Penalty: 4853.520508
	Iteration 60F: 3 clusters Score -1996748 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -1996765.750000 Penalty: 4853.520508
	Iteration 61Q: 3 clusters Score -1996766 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -1996776.375000 Penalty: 4853.520508
	Iteration 62Q: 3 clusters Score -1996776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 15673 members 
Entering Unmasked Estep 
Score: -1996787.750000 Penalty: 4853.520508
	Iteration 63Q: 3 clusters Score -1996788 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -1996798.750000 Penalty: 4853.520508
	Iteration 64Q: 3 clusters Score -1996799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -1996808.250000 Penalty: 4853.520508
	Iteration 65Q: 3 clusters Score -1996808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 15757 members 
Entering Unmasked Estep 
Score: -1996813.875000 Penalty: 4853.520508
	Iteration 66Q: 3 clusters Score -1996814 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -1996831.000000 Penalty: 4853.520508
	Iteration 67Q: 3 clusters Score -1996831 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -1996836.625000 Penalty: 4853.520508
	Iteration 68Q: 3 clusters Score -1996837 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -1996844.625000 Penalty: 4853.520508
	Iteration 69Q: 3 clusters Score -1996845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -1996854.500000 Penalty: 4853.520508
	Iteration 70Q: 3 clusters Score -1996854 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -1996861.250000 Penalty: 4853.520508
	Iteration 71Q: 3 clusters Score -1996861 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 15933 members 
Entering Unmasked Estep 
Score: -1996867.875000 Penalty: 4853.520508
	Iteration 72Q: 3 clusters Score -1996868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -1996874.375000 Penalty: 4853.520508
	Iteration 73Q: 3 clusters Score -1996874 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -1996878.375000 Penalty: 4853.520508
	Iteration 74Q: 3 clusters Score -1996878 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 16003 members 
Entering Unmasked Estep 
Score: -1996883.750000 Penalty: 4853.520508
	Iteration 75Q: 3 clusters Score -1996884 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -1996889.750000 Penalty: 4853.520508
	Iteration 76Q: 3 clusters Score -1996890 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -1996894.750000 Penalty: 4853.520508
	Iteration 77Q: 3 clusters Score -1996895 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 16054 members 
Entering Unmasked Estep 
Score: -1996896.000000 Penalty: 4853.520508
	Iteration 78Q: 3 clusters Score -1996896 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
Score: -1996905.125000 Penalty: 4853.520508
	Iteration 79Q: 3 clusters Score -1996905 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -1996910.375000 Penalty: 4853.520508
	Iteration 80F: 3 clusters Score -1996910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 16105 members 
Entering Unmasked Estep 
Score: -1996917.000000 Penalty: 4853.520508
	Iteration 81Q: 3 clusters Score -1996917 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -1996918.125000 Penalty: 4853.520508
	Iteration 82Q: 3 clusters Score -1996918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 16135 members 
Entering Unmasked Estep 
Score: -1996921.375000 Penalty: 4853.520508
	Iteration 83Q: 3 clusters Score -1996921 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16146 members 
Entering Unmasked Estep 
Score: -1996924.000000 Penalty: 4853.520508
	Iteration 84Q: 3 clusters Score -1996924 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -1996925.250000 Penalty: 4853.520508
	Iteration 85Q: 3 clusters Score -1996925 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -1996934.750000 Penalty: 4853.520508
	Iteration 86Q: 3 clusters Score -1996935 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 16196 members 
Entering Unmasked Estep 
Score: -1996940.000000 Penalty: 4853.520508
	Iteration 87Q: 3 clusters Score -1996940 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -1996951.750000 Penalty: 4853.520508
	Iteration 88Q: 3 clusters Score -1996952 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1996965.750000 Penalty: 4853.520508
	Iteration 89Q: 3 clusters Score -1996966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 16282 members 
Entering Unmasked Estep 
Score: -1996970.375000 Penalty: 4853.520508
	Iteration 90Q: 3 clusters Score -1996970 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -1996981.625000 Penalty: 4853.520508
	Iteration 91Q: 3 clusters Score -1996982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -1996991.375000 Penalty: 4853.520508
	Iteration 92Q: 3 clusters Score -1996991 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -1997002.750000 Penalty: 4853.520508
	Iteration 93Q: 3 clusters Score -1997003 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -1997014.500000 Penalty: 4853.520508
	Iteration 94Q: 3 clusters Score -1997014 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -1997022.250000 Penalty: 4853.520508
	Iteration 95Q: 3 clusters Score -1997022 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -1997028.750000 Penalty: 4853.520508
	Iteration 96Q: 3 clusters Score -1997029 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 16448 members 
Entering Unmasked Estep 
Score: -1997037.875000 Penalty: 4853.520508
	Iteration 97Q: 3 clusters Score -1997038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 16461 members 
Entering Unmasked Estep 
Score: -1997039.500000 Penalty: 4853.520508
	Iteration 98Q: 3 clusters Score -1997040 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -1997041.625000 Penalty: 4853.520508
	Iteration 99Q: 3 clusters Score -1997042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 16483 members 
Entering Unmasked Estep 
Score: -1997045.250000 Penalty: 4853.520508
	Iteration 100F: 3 clusters Score -1997045 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -1997047.625000 Penalty: 4853.520508
	Iteration 101Q: 3 clusters Score -1997048 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -1997061.125000 Penalty: 4853.520508
	Iteration 102Q: 3 clusters Score -1997061 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -1997061.000000 Penalty: 4853.520508
	Iteration 103Q: 3 clusters Score -1997061 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -1997064.375000 Penalty: 4853.520508
	Iteration 104Q: 3 clusters Score -1997064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -1997070.000000 Penalty: 4853.520508
	Iteration 105Q: 3 clusters Score -1997070 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 16562 members 
Entering Unmasked Estep 
Score: -1997074.000000 Penalty: 4853.520508
	Iteration 106Q: 3 clusters Score -1997074 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1997074.750000 Penalty: 4853.520508
	Iteration 107Q: 3 clusters Score -1997075 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1997076.250000 Penalty: 4853.520508
	Iteration 108Q: 3 clusters Score -1997076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -1997076.500000 Penalty: 4853.520508
	Iteration 109Q: 3 clusters Score -1997076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1997079.000000 Penalty: 4853.520508
	Iteration 110Q: 3 clusters Score -1997079 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -1997079.875000 Penalty: 4853.520508
	Iteration 111Q: 3 clusters Score -1997080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 16596 members 
Entering Unmasked Estep 
Score: -1997083.375000 Penalty: 4853.520508
	Iteration 112Q: 3 clusters Score -1997083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1997086.250000 Penalty: 4853.520508
	Iteration 113Q: 3 clusters Score -1997086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 16602 members 
Entering Unmasked Estep 
Score: -1997085.625000 Penalty: 4853.520508
	Iteration 114Q: 3 clusters Score -1997086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 16604 members 
Entering Unmasked Estep 
Score: -1997088.125000 Penalty: 4853.520508
	Iteration 115Q: 3 clusters Score -1997088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1997086.000000 Penalty: 4853.520508
	Iteration 116Q: 3 clusters Score -1997086 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -1997087.875000 Penalty: 4853.520508
	Iteration 117Q: 3 clusters Score -1997088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 16616 members 
Entering Unmasked Estep 
Score: -1997089.000000 Penalty: 4853.520508
	Iteration 118Q: 3 clusters Score -1997089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16620 members 
Entering Unmasked Estep 
Score: -1997094.125000 Penalty: 4853.520508
	Iteration 119Q: 3 clusters Score -1997094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -1997094.250000 Penalty: 4853.520508
	Iteration 120F: 3 clusters Score -1997094 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -1997096.250000 Penalty: 4853.520508
	Iteration 121Q: 3 clusters Score -1997096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16636 members 
Entering Unmasked Estep 
Score: -1997097.500000 Penalty: 4853.520508
	Iteration 122Q: 3 clusters Score -1997098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1997099.125000 Penalty: 4853.520508
	Iteration 123Q: 3 clusters Score -1997099 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -1997099.125000 Penalty: 4853.520508
	Iteration 124F: 3 clusters Score -1997099 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7993 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Entering Unmasked Estep 
Score: -890135.750000 Penalty: 2228.607666
	Iteration 0F: 2 clusters Score -890135.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -883768.937500 Penalty: 4457.215332
	Iteration 0F: 3 clusters Score -883768.9 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -885535.125000 Penalty: 4457.215332
	Iteration 1F: 3 clusters Score -885535.1 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -885801.625000 Penalty: 4457.215332
	Iteration 2F: 3 clusters Score -885801.6 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -885999.062500 Penalty: 4457.215332
	Iteration 3Q: 3 clusters Score -885999.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -886206.625000 Penalty: 4457.215332
	Iteration 4Q: 3 clusters Score -886206.6 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -886476.250000 Penalty: 4457.215332
	Iteration 5Q: 3 clusters Score -886476.2 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -886743.562500 Penalty: 4457.215332
	Iteration 6Q: 3 clusters Score -886743.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -886975.812500 Penalty: 4457.215332
	Iteration 7Q: 3 clusters Score -886975.8 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -887180.562500 Penalty: 4457.215332
	Iteration 8Q: 3 clusters Score -887180.6 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -887364.312500 Penalty: 4457.215332
	Iteration 9Q: 3 clusters Score -887364.3 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -887505.062500 Penalty: 4457.215332
	Iteration 10Q: 3 clusters Score -887505.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 3791 members 
Entering Unmasked Estep 
Score: -887622.812500 Penalty: 4457.215332
	Iteration 11Q: 3 clusters Score -887622.8 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -887723.937500 Penalty: 4457.215332
	Iteration 12Q: 3 clusters Score -887723.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4326 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -887808.562500 Penalty: 4457.215332
	Iteration 13Q: 3 clusters Score -887808.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -887886.937500 Penalty: 4457.215332
	Iteration 14Q: 3 clusters Score -887886.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -887933.500000 Penalty: 4457.215332
	Iteration 15Q: 3 clusters Score -887933.5 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -887970.312500 Penalty: 4457.215332
	Iteration 16Q: 3 clusters Score -887970.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -887997.250000 Penalty: 4457.215332
	Iteration 17Q: 3 clusters Score -887997.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -888020.687500 Penalty: 4457.215332
	Iteration 18Q: 3 clusters Score -888020.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -888053.187500 Penalty: 4457.215332
	Iteration 19Q: 3 clusters Score -888053.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -888081.937500 Penalty: 4457.215332
	Iteration 20F: 3 clusters Score -888081.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -888093.000000 Penalty: 4457.215332
	Iteration 21Q: 3 clusters Score -888093 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -888101.750000 Penalty: 4457.215332
	Iteration 22Q: 3 clusters Score -888101.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -888112.687500 Penalty: 4457.215332
	Iteration 23Q: 3 clusters Score -888112.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4738 members 
Mstep: Class 2 contains 3255 members 
Entering Unmasked Estep 
Score: -888114.937500 Penalty: 4457.215332
	Iteration 24Q: 3 clusters Score -888114.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -888122.437500 Penalty: 4457.215332
	Iteration 25Q: 3 clusters Score -888122.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -888125.750000 Penalty: 4457.215332
	Iteration 26Q: 3 clusters Score -888125.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -888132.062500 Penalty: 4457.215332
	Iteration 27Q: 3 clusters Score -888132.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -888135.562500 Penalty: 4457.215332
	Iteration 28Q: 3 clusters Score -888135.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -888138.062500 Penalty: 4457.215332
	Iteration 29Q: 3 clusters Score -888138.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -888140.687500 Penalty: 4457.215332
	Iteration 30Q: 3 clusters Score -888140.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -888142.625000 Penalty: 4457.215332
	Iteration 31Q: 3 clusters Score -888142.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 3145 members 
Entering Unmasked Estep 
Score: -888142.812500 Penalty: 4457.215332
	Iteration 32Q: 3 clusters Score -888142.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -888149.625000 Penalty: 4457.215332
	Iteration 33Q: 3 clusters Score -888149.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -888151.625000 Penalty: 4457.215332
	Iteration 34Q: 3 clusters Score -888151.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -888158.750000 Penalty: 4457.215332
	Iteration 35Q: 3 clusters Score -888158.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -888160.125000 Penalty: 4457.215332
	Iteration 36Q: 3 clusters Score -888160.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 3051 members 
Entering Unmasked Estep 
Score: -888163.375000 Penalty: 4457.215332
	Iteration 37Q: 3 clusters Score -888163.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -888167.437500 Penalty: 4457.215332
	Iteration 38Q: 3 clusters Score -888167.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -888166.625000 Penalty: 4457.215332
	Iteration 39Q: 3 clusters Score -888166.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -888168.250000 Penalty: 4457.215332
	Iteration 40F: 3 clusters Score -888168.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4965 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -888169.687500 Penalty: 4457.215332
	Iteration 41Q: 3 clusters Score -888169.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -888170.625000 Penalty: 4457.215332
	Iteration 42Q: 3 clusters Score -888170.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -888170.000000 Penalty: 4457.215332
	Iteration 43Q: 3 clusters Score -888170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -888173.812500 Penalty: 4457.215332
	Iteration 44Q: 3 clusters Score -888173.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4997 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -888175.937500 Penalty: 4457.215332
	Iteration 45Q: 3 clusters Score -888175.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -888179.625000 Penalty: 4457.215332
	Iteration 46Q: 3 clusters Score -888179.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -888178.687500 Penalty: 4457.215332
	Iteration 47Q: 3 clusters Score -888178.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -888179.687500 Penalty: 4457.215332
	Iteration 48Q: 3 clusters Score -888179.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -888179.312500 Penalty: 4457.215332
	Iteration 49Q: 3 clusters Score -888179.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -888177.000000 Penalty: 4457.215332
	Iteration 50Q: 3 clusters Score -888177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -888178.125000 Penalty: 4457.215332
	Iteration 51Q: 3 clusters Score -888178.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -888180.625000 Penalty: 4457.215332
	Iteration 52Q: 3 clusters Score -888180.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -888181.437500 Penalty: 4457.215332
	Iteration 53Q: 3 clusters Score -888181.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -888183.250000 Penalty: 4457.215332
	Iteration 54Q: 3 clusters Score -888183.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -888185.375000 Penalty: 4457.215332
	Iteration 55Q: 3 clusters Score -888185.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -888186.250000 Penalty: 4457.215332
	Iteration 56Q: 3 clusters Score -888186.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -888187.187500 Penalty: 4457.215332
	Iteration 57Q: 3 clusters Score -888187.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -888188.750000 Penalty: 4457.215332
	Iteration 58Q: 3 clusters Score -888188.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -888191.437500 Penalty: 4457.215332
	Iteration 59Q: 3 clusters Score -888191.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -888193.937500 Penalty: 4457.215332
	Iteration 60F: 3 clusters Score -888193.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -888198.000000 Penalty: 4457.215332
	Iteration 61Q: 3 clusters Score -888198 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5112 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -888196.875000 Penalty: 4457.215332
	Iteration 62Q: 3 clusters Score -888196.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -888200.375000 Penalty: 4457.215332
	Iteration 63Q: 3 clusters Score -888200.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -888200.125000 Penalty: 4457.215332
	Iteration 64Q: 3 clusters Score -888200.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -888203.312500 Penalty: 4457.215332
	Iteration 65Q: 3 clusters Score -888203.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -888204.562500 Penalty: 4457.215332
	Iteration 66Q: 3 clusters Score -888204.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -888205.250000 Penalty: 4457.215332
	Iteration 67Q: 3 clusters Score -888205.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -888205.375000 Penalty: 4457.215332
	Iteration 68Q: 3 clusters Score -888205.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -888207.875000 Penalty: 4457.215332
	Iteration 69Q: 3 clusters Score -888207.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -888206.812500 Penalty: 4457.215332
	Iteration 70Q: 3 clusters Score -888206.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -888207.875000 Penalty: 4457.215332
	Iteration 71Q: 3 clusters Score -888207.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -888207.500000 Penalty: 4457.215332
	Iteration 72Q: 3 clusters Score -888207.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -888208.000000 Penalty: 4457.215332
	Iteration 73Q: 3 clusters Score -888208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -888208.000000 Penalty: 4457.215332
	Iteration 74F: 3 clusters Score -888208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14986 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14986 members 
Entering Unmasked Estep 
Score: -1791346.125000 Penalty: 2384.488281
	Iteration 0F: 2 clusters Score -1791346 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7512 members 
Entering Unmasked Estep 
Score: -1780435.250000 Penalty: 4768.976562
	Iteration 0F: 3 clusters Score -1780435 nChanged 6461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7493 members 
Mstep: Class 2 contains 7493 members 
Entering Unmasked Estep 
Score: -1783870.750000 Penalty: 4768.976562
	Iteration 1F: 3 clusters Score -1783871 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1784179.250000 Penalty: 4768.976562
	Iteration 2F: 3 clusters Score -1784179 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7507 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -1784405.625000 Penalty: 4768.976562
	Iteration 3Q: 3 clusters Score -1784406 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -1784581.375000 Penalty: 4768.976562
	Iteration 4Q: 3 clusters Score -1784581 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -1784753.625000 Penalty: 4768.976562
	Iteration 5Q: 3 clusters Score -1784754 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 7428 members 
Entering Unmasked Estep 
Score: -1784881.875000 Penalty: 4768.976562
	Iteration 6Q: 3 clusters Score -1784882 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1785006.625000 Penalty: 4768.976562
	Iteration 7Q: 3 clusters Score -1785007 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1785123.500000 Penalty: 4768.976562
	Iteration 8Q: 3 clusters Score -1785124 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1785255.500000 Penalty: 4768.976562
	Iteration 9Q: 3 clusters Score -1785256 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7673 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1785404.625000 Penalty: 4768.976562
	Iteration 10Q: 3 clusters Score -1785405 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7704 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1785583.125000 Penalty: 4768.976562
	Iteration 11Q: 3 clusters Score -1785583 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 7210 members 
Entering Unmasked Estep 
Score: -1785834.500000 Penalty: 4768.976562
	Iteration 12Q: 3 clusters Score -1785834 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 7112 members 
Entering Unmasked Estep 
Score: -1786195.125000 Penalty: 4768.976562
	Iteration 13Q: 3 clusters Score -1786195 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 6997 members 
Entering Unmasked Estep 
Score: -1786660.875000 Penalty: 4768.976562
	Iteration 14Q: 3 clusters Score -1786661 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -1787229.625000 Penalty: 4768.976562
	Iteration 15F: 3 clusters Score -1787230 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 6779 members 
Entering Unmasked Estep 
Score: -1787763.125000 Penalty: 4768.976562
	Iteration 16Q: 3 clusters Score -1787763 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -1788181.375000 Penalty: 4768.976562
	Iteration 17Q: 3 clusters Score -1788181 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1788444.500000 Penalty: 4768.976562
	Iteration 18Q: 3 clusters Score -1788444 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1788583.500000 Penalty: 4768.976562
	Iteration 19Q: 3 clusters Score -1788584 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1788684.875000 Penalty: 4768.976562
	Iteration 20F: 3 clusters Score -1788685 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1788748.875000 Penalty: 4768.976562
	Iteration 21Q: 3 clusters Score -1788749 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1788785.375000 Penalty: 4768.976562
	Iteration 22Q: 3 clusters Score -1788785 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8714 members 
Mstep: Class 2 contains 6272 members 
Entering Unmasked Estep 
Score: -1788822.375000 Penalty: 4768.976562
	Iteration 23Q: 3 clusters Score -1788822 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 6235 members 
Entering Unmasked Estep 
Score: -1788857.625000 Penalty: 4768.976562
	Iteration 24Q: 3 clusters Score -1788858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8791 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -1788873.875000 Penalty: 4768.976562
	Iteration 25Q: 3 clusters Score -1788874 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1788908.000000 Penalty: 4768.976562
	Iteration 26Q: 3 clusters Score -1788908 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1788929.000000 Penalty: 4768.976562
	Iteration 27Q: 3 clusters Score -1788929 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 6040 members 
Entering Unmasked Estep 
Score: -1788950.125000 Penalty: 4768.976562
	Iteration 28Q: 3 clusters Score -1788950 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1788978.500000 Penalty: 4768.976562
	Iteration 29Q: 3 clusters Score -1788978 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1788999.500000 Penalty: 4768.976562
	Iteration 30Q: 3 clusters Score -1789000 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9111 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -1789009.500000 Penalty: 4768.976562
	Iteration 31Q: 3 clusters Score -1789010 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1789027.250000 Penalty: 4768.976562
	Iteration 32Q: 3 clusters Score -1789027 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1789038.250000 Penalty: 4768.976562
	Iteration 33Q: 3 clusters Score -1789038 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1789049.125000 Penalty: 4768.976562
	Iteration 34Q: 3 clusters Score -1789049 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9298 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -1789065.500000 Penalty: 4768.976562
	Iteration 35Q: 3 clusters Score -1789066 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9348 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1789087.625000 Penalty: 4768.976562
	Iteration 36Q: 3 clusters Score -1789088 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -1789102.000000 Penalty: 4768.976562
	Iteration 37Q: 3 clusters Score -1789102 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 5549 members 
Entering Unmasked Estep 
Score: -1789111.000000 Penalty: 4768.976562
	Iteration 38Q: 3 clusters Score -1789111 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -1789117.000000 Penalty: 4768.976562
	Iteration 39Q: 3 clusters Score -1789117 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9496 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1789126.125000 Penalty: 4768.976562
	Iteration 40F: 3 clusters Score -1789126 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -1789131.000000 Penalty: 4768.976562
	Iteration 41Q: 3 clusters Score -1789131 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1789131.125000 Penalty: 4768.976562
	Iteration 42Q: 3 clusters Score -1789131 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1789139.125000 Penalty: 4768.976562
	Iteration 43Q: 3 clusters Score -1789139 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -1789135.750000 Penalty: 4768.976562
	Iteration 44Q: 3 clusters Score -1789136 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9612 members 
Mstep: Class 2 contains 5374 members 
Entering Unmasked Estep 
Score: -1789140.375000 Penalty: 4768.976562
	Iteration 45Q: 3 clusters Score -1789140 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9625 members 
Mstep: Class 2 contains 5361 members 
Entering Unmasked Estep 
Score: -1789144.000000 Penalty: 4768.976562
	Iteration 46Q: 3 clusters Score -1789144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1789145.875000 Penalty: 4768.976562
	Iteration 47Q: 3 clusters Score -1789146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9652 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -1789150.125000 Penalty: 4768.976562
	Iteration 48Q: 3 clusters Score -1789150 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1789151.375000 Penalty: 4768.976562
	Iteration 49Q: 3 clusters Score -1789151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9668 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1789150.750000 Penalty: 4768.976562
	Iteration 50Q: 3 clusters Score -1789151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -1789145.875000 Penalty: 4768.976562
	Iteration 51Q: 3 clusters Score -1789146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9679 members 
Mstep: Class 2 contains 5307 members 
Entering Unmasked Estep 
Score: -1789145.375000 Penalty: 4768.976562
	Iteration 52Q: 3 clusters Score -1789145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1789150.250000 Penalty: 4768.976562
	Iteration 53Q: 3 clusters Score -1789150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1789151.375000 Penalty: 4768.976562
	Iteration 54Q: 3 clusters Score -1789151 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9695 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1789148.875000 Penalty: 4768.976562
	Iteration 55Q: 3 clusters Score -1789149 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9698 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -1789152.125000 Penalty: 4768.976562
	Iteration 56Q: 3 clusters Score -1789152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -1789152.875000 Penalty: 4768.976562
	Iteration 57Q: 3 clusters Score -1789153 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -1789155.625000 Penalty: 4768.976562
	Iteration 58Q: 3 clusters Score -1789156 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9710 members 
Mstep: Class 2 contains 5276 members 
Entering Unmasked Estep 
Score: -1789155.000000 Penalty: 4768.976562
	Iteration 59Q: 3 clusters Score -1789155 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 5273 members 
Entering Unmasked Estep 
Score: -1789155.125000 Penalty: 4768.976562
	Iteration 60F: 3 clusters Score -1789155 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9719 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -1789153.375000 Penalty: 4768.976562
	Iteration 61Q: 3 clusters Score -1789153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1789157.375000 Penalty: 4768.976562
	Iteration 62Q: 3 clusters Score -1789157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9736 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -1789158.250000 Penalty: 4768.976562
	Iteration 63Q: 3 clusters Score -1789158 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9740 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1789153.875000 Penalty: 4768.976562
	Iteration 64Q: 3 clusters Score -1789154 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9744 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -1789156.000000 Penalty: 4768.976562
	Iteration 65Q: 3 clusters Score -1789156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -1789156.250000 Penalty: 4768.976562
	Iteration 66Q: 3 clusters Score -1789156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -1789157.625000 Penalty: 4768.976562
	Iteration 67Q: 3 clusters Score -1789158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1789161.375000 Penalty: 4768.976562
	Iteration 68Q: 3 clusters Score -1789161 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9769 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -1789159.125000 Penalty: 4768.976562
	Iteration 69Q: 3 clusters Score -1789159 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1789161.000000 Penalty: 4768.976562
	Iteration 70Q: 3 clusters Score -1789161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9781 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -1789162.750000 Penalty: 4768.976562
	Iteration 71Q: 3 clusters Score -1789163 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9784 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1789163.750000 Penalty: 4768.976562
	Iteration 72Q: 3 clusters Score -1789164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9786 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1789165.125000 Penalty: 4768.976562
	Iteration 73Q: 3 clusters Score -1789165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1789165.000000 Penalty: 4768.976562
	Iteration 74Q: 3 clusters Score -1789165 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -1789165.000000 Penalty: 4768.976562
	Iteration 75F: 3 clusters Score -1789165 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -248675.765625 Penalty: 1900.525146
	Iteration 0F: 2 clusters Score -248675.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -245931.218750 Penalty: 3801.050293
	Iteration 0F: 3 clusters Score -245931.2 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -246404.718750 Penalty: 3801.050293
	Iteration 1F: 3 clusters Score -246404.7 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -246520.687500 Penalty: 3801.050293
	Iteration 2F: 3 clusters Score -246520.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -246580.468750 Penalty: 3801.050293
	Iteration 3Q: 3 clusters Score -246580.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -246611.640625 Penalty: 3801.050293
	Iteration 4Q: 3 clusters Score -246611.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -246637.250000 Penalty: 3801.050293
	Iteration 5Q: 3 clusters Score -246637.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -246666.703125 Penalty: 3801.050293
	Iteration 6Q: 3 clusters Score -246666.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -246694.468750 Penalty: 3801.050293
	Iteration 7Q: 3 clusters Score -246694.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -246712.062500 Penalty: 3801.050293
	Iteration 8Q: 3 clusters Score -246712.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -246723.093750 Penalty: 3801.050293
	Iteration 9Q: 3 clusters Score -246723.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -246729.296875 Penalty: 3801.050293
	Iteration 10Q: 3 clusters Score -246729.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -246735.375000 Penalty: 3801.050293
	Iteration 11Q: 3 clusters Score -246735.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -246738.359375 Penalty: 3801.050293
	Iteration 12Q: 3 clusters Score -246738.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -246742.062500 Penalty: 3801.050293
	Iteration 13Q: 3 clusters Score -246742.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -246742.937500 Penalty: 3801.050293
	Iteration 14Q: 3 clusters Score -246742.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -246742.937500 Penalty: 3801.050293
	Iteration 15F: 3 clusters Score -246742.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (67787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67787 members 
Entering Unmasked Estep 
Score: -8049329.500000 Penalty: 2758.783203
	Iteration 0F: 2 clusters Score -8049330 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33808 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -8003928.500000 Penalty: 5517.566406
	Iteration 0F: 3 clusters Score -8003928 nChanged 31518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32990 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -8021653.000000 Penalty: 5517.566406
	Iteration 1F: 3 clusters Score -8021653 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 35162 members 
Entering Unmasked Estep 
Score: -8022169.000000 Penalty: 5517.566406
	Iteration 2Q: 3 clusters Score -8022169 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 35753 members 
Entering Unmasked Estep 
Score: -8022710.500000 Penalty: 5517.566406
	Iteration 3Q: 3 clusters Score -8022710 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31153 members 
Mstep: Class 2 contains 36634 members 
Entering Unmasked Estep 
Score: -8023275.500000 Penalty: 5517.566406
	Iteration 4Q: 3 clusters Score -8023276 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 37919 members 
Entering Unmasked Estep 
Score: -8023853.000000 Penalty: 5517.566406
	Iteration 5Q: 3 clusters Score -8023853 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28023 members 
Mstep: Class 2 contains 39764 members 
Entering Unmasked Estep 
Score: -8024805.000000 Penalty: 5517.566406
	Iteration 6Q: 3 clusters Score -8024805 nChanged 2982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25533 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -8026146.500000 Penalty: 5517.566406
	Iteration 7Q: 3 clusters Score -8026146 nChanged 3677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22182 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -8028221.500000 Penalty: 5517.566406
	Iteration 8F: 3 clusters Score -8028222 nChanged 4509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 49874 members 
Entering Unmasked Estep 
Score: -8031352.000000 Penalty: 5517.566406
	Iteration 9F: 3 clusters Score -8031352 nChanged 5051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 54793 members 
Entering Unmasked Estep 
Score: -8035501.500000 Penalty: 5517.566406
	Iteration 10F: 3 clusters Score -8035502 nChanged 4641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 59360 members 
Entering Unmasked Estep 
Score: -8039722.500000 Penalty: 5517.566406
	Iteration 11F: 3 clusters Score -8039722 nChanged 3620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 62930 members 
Entering Unmasked Estep 
Score: -8043198.000000 Penalty: 5517.566406
	Iteration 12F: 3 clusters Score -8043198 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 64940 members 
Entering Unmasked Estep 
Score: -8045117.000000 Penalty: 5517.566406
	Iteration 13Q: 3 clusters Score -8045117 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 65903 members 
Entering Unmasked Estep 
Score: -8046179.000000 Penalty: 5517.566406
	Iteration 14Q: 3 clusters Score -8046179 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 66325 members 
Entering Unmasked Estep 
Score: -8046724.500000 Penalty: 5517.566406
	Iteration 15Q: 3 clusters Score -8046724 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 66514 members 
Entering Unmasked Estep 
Score: -8046971.000000 Penalty: 5517.566406
	Iteration 16Q: 3 clusters Score -8046971 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 66603 members 
Entering Unmasked Estep 
Score: -8047117.000000 Penalty: 5517.566406
	Iteration 17Q: 3 clusters Score -8047117 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 66657 members 
Entering Unmasked Estep 
Score: -8047181.500000 Penalty: 5517.566406
	Iteration 18Q: 3 clusters Score -8047182 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 66687 members 
Entering Unmasked Estep 
Score: -8047261.500000 Penalty: 5517.566406
	Iteration 19Q: 3 clusters Score -8047262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 66711 members 
Entering Unmasked Estep 
Score: -8047291.000000 Penalty: 5517.566406
	Iteration 20F: 3 clusters Score -8047291 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 66722 members 
Entering Unmasked Estep 
Score: -8047325.500000 Penalty: 5517.566406
	Iteration 21Q: 3 clusters Score -8047326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -8047333.000000 Penalty: 5517.566406
	Iteration 22Q: 3 clusters Score -8047333 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -8047339.500000 Penalty: 5517.566406
	Iteration 23Q: 3 clusters Score -8047340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -8047347.500000 Penalty: 5517.566406
	Iteration 24Q: 3 clusters Score -8047348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -8047354.000000 Penalty: 5517.566406
	Iteration 25Q: 3 clusters Score -8047354 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -8047362.000000 Penalty: 5517.566406
	Iteration 26Q: 3 clusters Score -8047362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 66725 members 
Entering Unmasked Estep 
Score: -8047372.500000 Penalty: 5517.566406
	Iteration 27Q: 3 clusters Score -8047372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 66721 members 
Entering Unmasked Estep 
Score: -8047366.500000 Penalty: 5517.566406
	Iteration 28Q: 3 clusters Score -8047366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 66724 members 
Entering Unmasked Estep 
Score: -8047384.500000 Penalty: 5517.566406
	Iteration 29Q: 3 clusters Score -8047384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 66726 members 
Entering Unmasked Estep 
Score: -8047389.000000 Penalty: 5517.566406
	Iteration 30Q: 3 clusters Score -8047389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -8047392.000000 Penalty: 5517.566406
	Iteration 31Q: 3 clusters Score -8047392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 66735 members 
Entering Unmasked Estep 
Score: -8047388.000000 Penalty: 5517.566406
	Iteration 32Q: 3 clusters Score -8047388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -8047394.000000 Penalty: 5517.566406
	Iteration 33Q: 3 clusters Score -8047394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 66730 members 
Entering Unmasked Estep 
Score: -8047396.000000 Penalty: 5517.566406
	Iteration 34Q: 3 clusters Score -8047396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 66729 members 
Entering Unmasked Estep 
Score: -8047388.000000 Penalty: 5517.566406
	Iteration 35Q: 3 clusters Score -8047388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -8047385.000000 Penalty: 5517.566406
	Iteration 36Q: 3 clusters Score -8047385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 66727 members 
Entering Unmasked Estep 
Score: -8047391.500000 Penalty: 5517.566406
	Iteration 37Q: 3 clusters Score -8047392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -8047393.000000 Penalty: 5517.566406
	Iteration 38Q: 3 clusters Score -8047393 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 66728 members 
Entering Unmasked Estep 
Score: -8047393.000000 Penalty: 5517.566406
	Iteration 39F: 3 clusters Score -8047393 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Entering Unmasked Estep 
Score: -1914346.750000 Penalty: 2415.789307
	Iteration 0F: 2 clusters Score -1914347 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1902237.125000 Penalty: 4831.578613
	Iteration 0F: 3 clusters Score -1902237 nChanged 7361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1906203.875000 Penalty: 4831.578613
	Iteration 1F: 3 clusters Score -1906204 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -1906629.250000 Penalty: 4831.578613
	Iteration 2F: 3 clusters Score -1906629 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1906976.125000 Penalty: 4831.578613
	Iteration 3Q: 3 clusters Score -1906976 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 8327 members 
Entering Unmasked Estep 
Score: -1907261.375000 Penalty: 4831.578613
	Iteration 4Q: 3 clusters Score -1907261 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8800 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1907546.000000 Penalty: 4831.578613
	Iteration 5Q: 3 clusters Score -1907546 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -1907810.625000 Penalty: 4831.578613
	Iteration 6Q: 3 clusters Score -1907811 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9198 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1908090.000000 Penalty: 4831.578613
	Iteration 7Q: 3 clusters Score -1908090 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 7530 members 
Entering Unmasked Estep 
Score: -1908411.375000 Penalty: 4831.578613
	Iteration 8Q: 3 clusters Score -1908411 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -1908750.250000 Penalty: 4831.578613
	Iteration 9Q: 3 clusters Score -1908750 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1909096.875000 Penalty: 4831.578613
	Iteration 10Q: 3 clusters Score -1909097 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10338 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -1909391.125000 Penalty: 4831.578613
	Iteration 11Q: 3 clusters Score -1909391 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1909658.000000 Penalty: 4831.578613
	Iteration 12Q: 3 clusters Score -1909658 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10918 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -1909917.625000 Penalty: 4831.578613
	Iteration 13Q: 3 clusters Score -1909918 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 5831 members 
Entering Unmasked Estep 
Score: -1910149.625000 Penalty: 4831.578613
	Iteration 14Q: 3 clusters Score -1910150 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1910371.625000 Penalty: 4831.578613
	Iteration 15Q: 3 clusters Score -1910372 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11593 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -1910553.375000 Penalty: 4831.578613
	Iteration 16Q: 3 clusters Score -1910553 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -1910721.625000 Penalty: 4831.578613
	Iteration 17Q: 3 clusters Score -1910722 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -1910854.625000 Penalty: 4831.578613
	Iteration 18Q: 3 clusters Score -1910855 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1910955.250000 Penalty: 4831.578613
	Iteration 19Q: 3 clusters Score -1910955 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -1911013.750000 Penalty: 4831.578613
	Iteration 20F: 3 clusters Score -1911014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12485 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -1911065.750000 Penalty: 4831.578613
	Iteration 21Q: 3 clusters Score -1911066 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -1911100.750000 Penalty: 4831.578613
	Iteration 22Q: 3 clusters Score -1911101 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1911148.000000 Penalty: 4831.578613
	Iteration 23Q: 3 clusters Score -1911148 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1911188.750000 Penalty: 4831.578613
	Iteration 24Q: 3 clusters Score -1911189 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1911238.375000 Penalty: 4831.578613
	Iteration 25Q: 3 clusters Score -1911238 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -1911276.250000 Penalty: 4831.578613
	Iteration 26Q: 3 clusters Score -1911276 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13296 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -1911305.875000 Penalty: 4831.578613
	Iteration 27Q: 3 clusters Score -1911306 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1911342.500000 Penalty: 4831.578613
	Iteration 28Q: 3 clusters Score -1911342 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -1911386.750000 Penalty: 4831.578613
	Iteration 29Q: 3 clusters Score -1911387 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13658 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -1911415.500000 Penalty: 4831.578613
	Iteration 30Q: 3 clusters Score -1911416 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -1911451.125000 Penalty: 4831.578613
	Iteration 31Q: 3 clusters Score -1911451 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13873 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -1911482.000000 Penalty: 4831.578613
	Iteration 32Q: 3 clusters Score -1911482 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13965 members 
Mstep: Class 2 contains 3037 members 
Entering Unmasked Estep 
Score: -1911516.000000 Penalty: 4831.578613
	Iteration 33Q: 3 clusters Score -1911516 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -1911535.875000 Penalty: 4831.578613
	Iteration 34Q: 3 clusters Score -1911536 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -1911565.500000 Penalty: 4831.578613
	Iteration 35Q: 3 clusters Score -1911566 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1911592.250000 Penalty: 4831.578613
	Iteration 36Q: 3 clusters Score -1911592 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -1911622.500000 Penalty: 4831.578613
	Iteration 37Q: 3 clusters Score -1911622 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -1911649.250000 Penalty: 4831.578613
	Iteration 38Q: 3 clusters Score -1911649 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1911676.375000 Penalty: 4831.578613
	Iteration 39Q: 3 clusters Score -1911676 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1911718.125000 Penalty: 4831.578613
	Iteration 40F: 3 clusters Score -1911718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 2266 members 
Entering Unmasked Estep 
Score: -1911745.625000 Penalty: 4831.578613
	Iteration 41Q: 3 clusters Score -1911746 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -1911785.375000 Penalty: 4831.578613
	Iteration 42Q: 3 clusters Score -1911785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14922 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1911818.250000 Penalty: 4831.578613
	Iteration 43Q: 3 clusters Score -1911818 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1911843.875000 Penalty: 4831.578613
	Iteration 44Q: 3 clusters Score -1911844 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15086 members 
Mstep: Class 2 contains 1916 members 
Entering Unmasked Estep 
Score: -1911876.875000 Penalty: 4831.578613
	Iteration 45Q: 3 clusters Score -1911877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1911907.625000 Penalty: 4831.578613
	Iteration 46Q: 3 clusters Score -1911908 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15225 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1911928.250000 Penalty: 4831.578613
	Iteration 47Q: 3 clusters Score -1911928 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1911942.625000 Penalty: 4831.578613
	Iteration 48Q: 3 clusters Score -1911943 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15330 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -1911962.250000 Penalty: 4831.578613
	Iteration 49Q: 3 clusters Score -1911962 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -1911977.375000 Penalty: 4831.578613
	Iteration 50Q: 3 clusters Score -1911977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1911991.500000 Penalty: 4831.578613
	Iteration 51Q: 3 clusters Score -1911992 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -1912008.500000 Penalty: 4831.578613
	Iteration 52Q: 3 clusters Score -1912008 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1912023.250000 Penalty: 4831.578613
	Iteration 53Q: 3 clusters Score -1912023 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -1912036.625000 Penalty: 4831.578613
	Iteration 54Q: 3 clusters Score -1912037 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15601 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -1912057.250000 Penalty: 4831.578613
	Iteration 55Q: 3 clusters Score -1912057 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15643 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1912077.750000 Penalty: 4831.578613
	Iteration 56Q: 3 clusters Score -1912078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1912101.000000 Penalty: 4831.578613
	Iteration 57Q: 3 clusters Score -1912101 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15735 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -1912111.875000 Penalty: 4831.578613
	Iteration 58Q: 3 clusters Score -1912112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1912127.625000 Penalty: 4831.578613
	Iteration 59Q: 3 clusters Score -1912128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -1912142.875000 Penalty: 4831.578613
	Iteration 60F: 3 clusters Score -1912143 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15833 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1912158.125000 Penalty: 4831.578613
	Iteration 61Q: 3 clusters Score -1912158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1912174.625000 Penalty: 4831.578613
	Iteration 62Q: 3 clusters Score -1912175 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15893 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1912185.625000 Penalty: 4831.578613
	Iteration 63Q: 3 clusters Score -1912186 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -1912194.375000 Penalty: 4831.578613
	Iteration 64Q: 3 clusters Score -1912194 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -1912206.875000 Penalty: 4831.578613
	Iteration 65Q: 3 clusters Score -1912207 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -1912225.000000 Penalty: 4831.578613
	Iteration 66Q: 3 clusters Score -1912225 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1912242.625000 Penalty: 4831.578613
	Iteration 67Q: 3 clusters Score -1912243 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -1912274.125000 Penalty: 4831.578613
	Iteration 68Q: 3 clusters Score -1912274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16066 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1912303.750000 Penalty: 4831.578613
	Iteration 69Q: 3 clusters Score -1912304 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16089 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1912321.375000 Penalty: 4831.578613
	Iteration 70Q: 3 clusters Score -1912321 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1912341.750000 Penalty: 4831.578613
	Iteration 71Q: 3 clusters Score -1912342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16125 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -1912348.250000 Penalty: 4831.578613
	Iteration 72Q: 3 clusters Score -1912348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1912353.250000 Penalty: 4831.578613
	Iteration 73Q: 3 clusters Score -1912353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -1912357.250000 Penalty: 4831.578613
	Iteration 74Q: 3 clusters Score -1912357 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16154 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -1912361.500000 Penalty: 4831.578613
	Iteration 75Q: 3 clusters Score -1912362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -1912367.500000 Penalty: 4831.578613
	Iteration 76Q: 3 clusters Score -1912368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -1912369.000000 Penalty: 4831.578613
	Iteration 77Q: 3 clusters Score -1912369 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -1912374.875000 Penalty: 4831.578613
	Iteration 78Q: 3 clusters Score -1912375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -1912374.625000 Penalty: 4831.578613
	Iteration 79Q: 3 clusters Score -1912375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -1912378.625000 Penalty: 4831.578613
	Iteration 80F: 3 clusters Score -1912379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16186 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -1912382.875000 Penalty: 4831.578613
	Iteration 81Q: 3 clusters Score -1912383 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1912381.875000 Penalty: 4831.578613
	Iteration 82Q: 3 clusters Score -1912382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1912387.000000 Penalty: 4831.578613
	Iteration 83Q: 3 clusters Score -1912387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1912387.375000 Penalty: 4831.578613
	Iteration 84Q: 3 clusters Score -1912387 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16198 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1912388.750000 Penalty: 4831.578613
	Iteration 85Q: 3 clusters Score -1912389 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -1912397.875000 Penalty: 4831.578613
	Iteration 86Q: 3 clusters Score -1912398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -1912407.875000 Penalty: 4831.578613
	Iteration 87Q: 3 clusters Score -1912408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -1912419.250000 Penalty: 4831.578613
	Iteration 88Q: 3 clusters Score -1912419 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16241 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1912422.875000 Penalty: 4831.578613
	Iteration 89Q: 3 clusters Score -1912423 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1912429.375000 Penalty: 4831.578613
	Iteration 90Q: 3 clusters Score -1912429 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1912438.875000 Penalty: 4831.578613
	Iteration 91Q: 3 clusters Score -1912439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1912442.500000 Penalty: 4831.578613
	Iteration 92Q: 3 clusters Score -1912442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -1912443.875000 Penalty: 4831.578613
	Iteration 93Q: 3 clusters Score -1912444 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16270 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1912445.250000 Penalty: 4831.578613
	Iteration 94Q: 3 clusters Score -1912445 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1912443.750000 Penalty: 4831.578613
	Iteration 95Q: 3 clusters Score -1912444 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -1912443.750000 Penalty: 4831.578613
	Iteration 96F: 3 clusters Score -1912444 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10215 members 
Entering Unmasked Estep 
Score: -1143166.000000 Penalty: 2289.439941
	Iteration 0F: 2 clusters Score -1143166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1135353.375000 Penalty: 4578.879883
	Iteration 0F: 3 clusters Score -1135353 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1137718.750000 Penalty: 4578.879883
	Iteration 1F: 3 clusters Score -1137719 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1138201.500000 Penalty: 4578.879883
	Iteration 2F: 3 clusters Score -1138202 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1138727.500000 Penalty: 4578.879883
	Iteration 3F: 3 clusters Score -1138728 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1139269.875000 Penalty: 4578.879883
	Iteration 4F: 3 clusters Score -1139270 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -1139808.625000 Penalty: 4578.879883
	Iteration 5F: 3 clusters Score -1139809 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1140340.250000 Penalty: 4578.879883
	Iteration 6F: 3 clusters Score -1140340 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -1140741.000000 Penalty: 4578.879883
	Iteration 7Q: 3 clusters Score -1140741 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -1141041.625000 Penalty: 4578.879883
	Iteration 8Q: 3 clusters Score -1141042 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -1141288.000000 Penalty: 4578.879883
	Iteration 9Q: 3 clusters Score -1141288 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8845 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1141457.375000 Penalty: 4578.879883
	Iteration 10Q: 3 clusters Score -1141457 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1141576.375000 Penalty: 4578.879883
	Iteration 11Q: 3 clusters Score -1141576 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1141661.875000 Penalty: 4578.879883
	Iteration 12Q: 3 clusters Score -1141662 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1141729.375000 Penalty: 4578.879883
	Iteration 13Q: 3 clusters Score -1141729 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9219 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1141776.750000 Penalty: 4578.879883
	Iteration 14Q: 3 clusters Score -1141777 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9257 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1141813.250000 Penalty: 4578.879883
	Iteration 15Q: 3 clusters Score -1141813 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -1141850.500000 Penalty: 4578.879883
	Iteration 16Q: 3 clusters Score -1141850 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1141888.125000 Penalty: 4578.879883
	Iteration 17Q: 3 clusters Score -1141888 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9358 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -1141925.000000 Penalty: 4578.879883
	Iteration 18Q: 3 clusters Score -1141925 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1141956.000000 Penalty: 4578.879883
	Iteration 19Q: 3 clusters Score -1141956 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -1141976.750000 Penalty: 4578.879883
	Iteration 20F: 3 clusters Score -1141977 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -1141988.125000 Penalty: 4578.879883
	Iteration 21Q: 3 clusters Score -1141988 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -1141992.625000 Penalty: 4578.879883
	Iteration 22Q: 3 clusters Score -1141993 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1141999.000000 Penalty: 4578.879883
	Iteration 23Q: 3 clusters Score -1141999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -1142002.125000 Penalty: 4578.879883
	Iteration 24Q: 3 clusters Score -1142002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -1142004.625000 Penalty: 4578.879883
	Iteration 25Q: 3 clusters Score -1142005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9436 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1142008.250000 Penalty: 4578.879883
	Iteration 26Q: 3 clusters Score -1142008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9437 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -1142010.250000 Penalty: 4578.879883
	Iteration 27Q: 3 clusters Score -1142010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -1142008.625000 Penalty: 4578.879883
	Iteration 28Q: 3 clusters Score -1142009 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9441 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -1142011.625000 Penalty: 4578.879883
	Iteration 29Q: 3 clusters Score -1142012 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1142011.875000 Penalty: 4578.879883
	Iteration 30Q: 3 clusters Score -1142012 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1142011.875000 Penalty: 4578.879883
	Iteration 31F: 3 clusters Score -1142012 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -49417.375000 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -49417.38 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: -47908.660156 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -47908.66 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -48085.488281 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -48085.49 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48128.078125 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -48128.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48139.437500 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -48139.44 nChanged 2
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: -48145.074219 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -48145.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48147.750000 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -48147.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -48147.750000 Penalty: 3064.260254
	Iteration 6F: 3 clusters Score -48147.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -44624.062500 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -44624.06 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 205 members 
Entering Unmasked Estep 
Score: -43167.089844 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -43167.09 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -43305.781250 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -43305.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43337.265625 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -43337.27 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43360.222656 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -43360.22 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -43381.000000 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -43381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43382.574219 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -43382.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43386.570312 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -43386.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -43387.632812 Penalty: 3008.789795
	Iteration 7Q: 3 clusters Score -43387.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -43392.636719 Penalty: 3008.789795
	Iteration 8Q: 3 clusters Score -43392.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -43401.363281 Penalty: 3008.789795
	Iteration 9Q: 3 clusters Score -43401.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43405.765625 Penalty: 3008.789795
	Iteration 10Q: 3 clusters Score -43405.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43405.765625 Penalty: 3008.789795
	Iteration 11F: 3 clusters Score -43405.77 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (184139 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184139 members 
Entering Unmasked Estep 
Score: -21728572.000000 Penalty: 3006.614746
	Iteration 0F: 2 clusters Score -2.172857e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92512 members 
Mstep: Class 2 contains 91627 members 
Entering Unmasked Estep 
Score: -21605836.000000 Penalty: 6013.229492
	Iteration 0F: 3 clusters Score -2.160584e+07 nChanged 88792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99792 members 
Mstep: Class 2 contains 84347 members 
Entering Unmasked Estep 
Score: -21658690.000000 Penalty: 6013.229492
	Iteration 1F: 3 clusters Score -2.165869e+07 nChanged 6458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104160 members 
Mstep: Class 2 contains 79979 members 
Entering Unmasked Estep 
Score: -21660760.000000 Penalty: 6013.229492
	Iteration 2Q: 3 clusters Score -2.166076e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110980 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -21664120.000000 Penalty: 6013.229492
	Iteration 3Q: 3 clusters Score -2.166412e+07 nChanged 10673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121213 members 
Mstep: Class 2 contains 62926 members 
Entering Unmasked Estep 
Score: -21670568.000000 Penalty: 6013.229492
	Iteration 4F: 3 clusters Score -2.167057e+07 nChanged 14279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135346 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -21681502.000000 Penalty: 6013.229492
	Iteration 5F: 3 clusters Score -2.16815e+07 nChanged 17054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152314 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -21697574.000000 Penalty: 6013.229492
	Iteration 6F: 3 clusters Score -2.169757e+07 nChanged 15017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167303 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -21712122.000000 Penalty: 6013.229492
	Iteration 7F: 3 clusters Score -2.171212e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176556 members 
Mstep: Class 2 contains 7583 members 
Entering Unmasked Estep 
Score: -21720582.000000 Penalty: 6013.229492
	Iteration 8F: 3 clusters Score -2.172058e+07 nChanged 4241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180787 members 
Mstep: Class 2 contains 3352 members 
Entering Unmasked Estep 
Score: -21724066.000000 Penalty: 6013.229492
	Iteration 9Q: 3 clusters Score -2.172407e+07 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182433 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -21725300.000000 Penalty: 6013.229492
	Iteration 10Q: 3 clusters Score -2.17253e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183046 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -21725692.000000 Penalty: 6013.229492
	Iteration 11Q: 3 clusters Score -2.172569e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183314 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -21725844.000000 Penalty: 6013.229492
	Iteration 12Q: 3 clusters Score -2.172584e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183442 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -21725930.000000 Penalty: 6013.229492
	Iteration 13Q: 3 clusters Score -2.172593e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183507 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -21725990.000000 Penalty: 6013.229492
	Iteration 14Q: 3 clusters Score -2.172599e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183552 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -21726022.000000 Penalty: 6013.229492
	Iteration 15Q: 3 clusters Score -2.172602e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183569 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -21726060.000000 Penalty: 6013.229492
	Iteration 16Q: 3 clusters Score -2.172606e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183585 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -21726086.000000 Penalty: 6013.229492
	Iteration 17Q: 3 clusters Score -2.172609e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183599 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -21726092.000000 Penalty: 6013.229492
	Iteration 18Q: 3 clusters Score -2.172609e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183612 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -21726086.000000 Penalty: 6013.229492
	Iteration 19Q: 3 clusters Score -2.172609e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183617 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -21726102.000000 Penalty: 6013.229492
	Iteration 20F: 3 clusters Score -2.17261e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183623 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -21726112.000000 Penalty: 6013.229492
	Iteration 21Q: 3 clusters Score -2.172611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183625 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -21726110.000000 Penalty: 6013.229492
	Iteration 22Q: 3 clusters Score -2.172611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183627 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -21726106.000000 Penalty: 6013.229492
	Iteration 23Q: 3 clusters Score -2.172611e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183631 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -21726110.000000 Penalty: 6013.229492
	Iteration 24Q: 3 clusters Score -2.172611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183634 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -21726106.000000 Penalty: 6013.229492
	Iteration 25Q: 3 clusters Score -2.172611e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183636 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -21726120.000000 Penalty: 6013.229492
	Iteration 26Q: 3 clusters Score -2.172612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183639 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -21726122.000000 Penalty: 6013.229492
	Iteration 27Q: 3 clusters Score -2.172612e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183641 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -21726140.000000 Penalty: 6013.229492
	Iteration 28Q: 3 clusters Score -2.172614e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183640 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21726130.000000 Penalty: 6013.229492
	Iteration 29Q: 3 clusters Score -2.172613e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183640 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -21726130.000000 Penalty: 6013.229492
	Iteration 30F: 3 clusters Score -2.172613e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (167193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167193 members 
Entering Unmasked Estep 
Score: -19708854.000000 Penalty: 2982.672119
	Iteration 0F: 2 clusters Score -1.970885e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83530 members 
Mstep: Class 2 contains 83663 members 
Entering Unmasked Estep 
Score: -19597930.000000 Penalty: 5965.344238
	Iteration 0F: 3 clusters Score -1.959793e+07 nChanged 80060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82884 members 
Mstep: Class 2 contains 84309 members 
Entering Unmasked Estep 
Score: -19644330.000000 Penalty: 5965.344238
	Iteration 1F: 3 clusters Score -1.964433e+07 nChanged 4670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82514 members 
Mstep: Class 2 contains 84679 members 
Entering Unmasked Estep 
Score: -19645286.000000 Penalty: 5965.344238
	Iteration 2Q: 3 clusters Score -1.964529e+07 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81819 members 
Mstep: Class 2 contains 85374 members 
Entering Unmasked Estep 
Score: -19646298.000000 Penalty: 5965.344238
	Iteration 3Q: 3 clusters Score -1.96463e+07 nChanged 5117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80848 members 
Mstep: Class 2 contains 86345 members 
Entering Unmasked Estep 
Score: -19647540.000000 Penalty: 5965.344238
	Iteration 4Q: 3 clusters Score -1.964754e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79411 members 
Mstep: Class 2 contains 87782 members 
Entering Unmasked Estep 
Score: -19649218.000000 Penalty: 5965.344238
	Iteration 5Q: 3 clusters Score -1.964922e+07 nChanged 6294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77365 members 
Mstep: Class 2 contains 89828 members 
Entering Unmasked Estep 
Score: -19651460.000000 Penalty: 5965.344238
	Iteration 6Q: 3 clusters Score -1.965146e+07 nChanged 7332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74325 members 
Mstep: Class 2 contains 92868 members 
Entering Unmasked Estep 
Score: -19654712.000000 Penalty: 5965.344238
	Iteration 7Q: 3 clusters Score -1.965471e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70393 members 
Mstep: Class 2 contains 96800 members 
Entering Unmasked Estep 
Score: -19659768.000000 Penalty: 5965.344238
	Iteration 8F: 3 clusters Score -1.965977e+07 nChanged 9732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65957 members 
Mstep: Class 2 contains 101236 members 
Entering Unmasked Estep 
Score: -19666754.000000 Penalty: 5965.344238
	Iteration 9F: 3 clusters Score -1.966675e+07 nChanged 10163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61660 members 
Mstep: Class 2 contains 105533 members 
Entering Unmasked Estep 
Score: -19674600.000000 Penalty: 5965.344238
	Iteration 10F: 3 clusters Score -1.96746e+07 nChanged 9089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 108820 members 
Entering Unmasked Estep 
Score: -19680080.000000 Penalty: 5965.344238
	Iteration 11F: 3 clusters Score -1.968008e+07 nChanged 6613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55768 members 
Mstep: Class 2 contains 111425 members 
Entering Unmasked Estep 
Score: -19682710.000000 Penalty: 5965.344238
	Iteration 12Q: 3 clusters Score -1.968271e+07 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 113748 members 
Entering Unmasked Estep 
Score: -19683926.000000 Penalty: 5965.344238
	Iteration 13Q: 3 clusters Score -1.968393e+07 nChanged 2916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51069 members 
Mstep: Class 2 contains 116124 members 
Entering Unmasked Estep 
Score: -19684690.000000 Penalty: 5965.344238
	Iteration 14Q: 3 clusters Score -1.968469e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48562 members 
Mstep: Class 2 contains 118631 members 
Entering Unmasked Estep 
Score: -19685594.000000 Penalty: 5965.344238
	Iteration 15Q: 3 clusters Score -1.968559e+07 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45887 members 
Mstep: Class 2 contains 121306 members 
Entering Unmasked Estep 
Score: -19686514.000000 Penalty: 5965.344238
	Iteration 16Q: 3 clusters Score -1.968651e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43149 members 
Mstep: Class 2 contains 124044 members 
Entering Unmasked Estep 
Score: -19687534.000000 Penalty: 5965.344238
	Iteration 17Q: 3 clusters Score -1.968753e+07 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 126854 members 
Entering Unmasked Estep 
Score: -19688830.000000 Penalty: 5965.344238
	Iteration 18Q: 3 clusters Score -1.968883e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37433 members 
Mstep: Class 2 contains 129760 members 
Entering Unmasked Estep 
Score: -19690198.000000 Penalty: 5965.344238
	Iteration 19Q: 3 clusters Score -1.96902e+07 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34612 members 
Mstep: Class 2 contains 132581 members 
Entering Unmasked Estep 
Score: -19691446.000000 Penalty: 5965.344238
	Iteration 20F: 3 clusters Score -1.969145e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31854 members 
Mstep: Class 2 contains 135339 members 
Entering Unmasked Estep 
Score: -19692836.000000 Penalty: 5965.344238
	Iteration 21Q: 3 clusters Score -1.969284e+07 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29155 members 
Mstep: Class 2 contains 138038 members 
Entering Unmasked Estep 
Score: -19694294.000000 Penalty: 5965.344238
	Iteration 22Q: 3 clusters Score -1.969429e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26644 members 
Mstep: Class 2 contains 140549 members 
Entering Unmasked Estep 
Score: -19695720.000000 Penalty: 5965.344238
	Iteration 23Q: 3 clusters Score -1.969572e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24386 members 
Mstep: Class 2 contains 142807 members 
Entering Unmasked Estep 
Score: -19696956.000000 Penalty: 5965.344238
	Iteration 24Q: 3 clusters Score -1.969696e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 144848 members 
Entering Unmasked Estep 
Score: -19698126.000000 Penalty: 5965.344238
	Iteration 25Q: 3 clusters Score -1.969813e+07 nChanged 2071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20514 members 
Mstep: Class 2 contains 146679 members 
Entering Unmasked Estep 
Score: -19699198.000000 Penalty: 5965.344238
	Iteration 26Q: 3 clusters Score -1.96992e+07 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18845 members 
Mstep: Class 2 contains 148348 members 
Entering Unmasked Estep 
Score: -19700116.000000 Penalty: 5965.344238
	Iteration 27Q: 3 clusters Score -1.970012e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 149808 members 
Entering Unmasked Estep 
Score: -19700794.000000 Penalty: 5965.344238
	Iteration 28Q: 3 clusters Score -1.970079e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 151141 members 
Entering Unmasked Estep 
Score: -19701300.000000 Penalty: 5965.344238
	Iteration 29Q: 3 clusters Score -1.97013e+07 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 152427 members 
Entering Unmasked Estep 
Score: -19701798.000000 Penalty: 5965.344238
	Iteration 30Q: 3 clusters Score -1.97018e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 153671 members 
Entering Unmasked Estep 
Score: -19702268.000000 Penalty: 5965.344238
	Iteration 31Q: 3 clusters Score -1.970227e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 154864 members 
Entering Unmasked Estep 
Score: -19702710.000000 Penalty: 5965.344238
	Iteration 32Q: 3 clusters Score -1.970271e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 155993 members 
Entering Unmasked Estep 
Score: -19703048.000000 Penalty: 5965.344238
	Iteration 33Q: 3 clusters Score -1.970305e+07 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 157016 members 
Entering Unmasked Estep 
Score: -19703406.000000 Penalty: 5965.344238
	Iteration 34Q: 3 clusters Score -1.970341e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 157985 members 
Entering Unmasked Estep 
Score: -19703696.000000 Penalty: 5965.344238
	Iteration 35Q: 3 clusters Score -1.97037e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 158892 members 
Entering Unmasked Estep 
Score: -19703912.000000 Penalty: 5965.344238
	Iteration 36Q: 3 clusters Score -1.970391e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 159763 members 
Entering Unmasked Estep 
Score: -19704156.000000 Penalty: 5965.344238
	Iteration 37Q: 3 clusters Score -1.970416e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 160571 members 
Entering Unmasked Estep 
Score: -19704534.000000 Penalty: 5965.344238
	Iteration 38Q: 3 clusters Score -1.970453e+07 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 161316 members 
Entering Unmasked Estep 
Score: -19704780.000000 Penalty: 5965.344238
	Iteration 39Q: 3 clusters Score -1.970478e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 161999 members 
Entering Unmasked Estep 
Score: -19705020.000000 Penalty: 5965.344238
	Iteration 40F: 3 clusters Score -1.970502e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 162596 members 
Entering Unmasked Estep 
Score: -19705252.000000 Penalty: 5965.344238
	Iteration 41Q: 3 clusters Score -1.970525e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4068 members 
Mstep: Class 2 contains 163125 members 
Entering Unmasked Estep 
Score: -19705446.000000 Penalty: 5965.344238
	Iteration 42Q: 3 clusters Score -1.970545e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 163611 members 
Entering Unmasked Estep 
Score: -19705588.000000 Penalty: 5965.344238
	Iteration 43Q: 3 clusters Score -1.970559e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 163972 members 
Entering Unmasked Estep 
Score: -19705678.000000 Penalty: 5965.344238
	Iteration 44Q: 3 clusters Score -1.970568e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 164273 members 
Entering Unmasked Estep 
Score: -19705766.000000 Penalty: 5965.344238
	Iteration 45Q: 3 clusters Score -1.970577e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 164553 members 
Entering Unmasked Estep 
Score: -19705886.000000 Penalty: 5965.344238
	Iteration 46Q: 3 clusters Score -1.970589e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 164783 members 
Entering Unmasked Estep 
Score: -19706022.000000 Penalty: 5965.344238
	Iteration 47Q: 3 clusters Score -1.970602e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 164961 members 
Entering Unmasked Estep 
Score: -19706094.000000 Penalty: 5965.344238
	Iteration 48Q: 3 clusters Score -1.970609e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 165109 members 
Entering Unmasked Estep 
Score: -19706150.000000 Penalty: 5965.344238
	Iteration 49Q: 3 clusters Score -1.970615e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 165233 members 
Entering Unmasked Estep 
Score: -19706198.000000 Penalty: 5965.344238
	Iteration 50Q: 3 clusters Score -1.97062e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 165334 members 
Entering Unmasked Estep 
Score: -19706238.000000 Penalty: 5965.344238
	Iteration 51Q: 3 clusters Score -1.970624e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 165404 members 
Entering Unmasked Estep 
Score: -19706260.000000 Penalty: 5965.344238
	Iteration 52Q: 3 clusters Score -1.970626e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 165470 members 
Entering Unmasked Estep 
Score: -19706262.000000 Penalty: 5965.344238
	Iteration 53Q: 3 clusters Score -1.970626e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 165539 members 
Entering Unmasked Estep 
Score: -19706294.000000 Penalty: 5965.344238
	Iteration 54Q: 3 clusters Score -1.970629e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 165596 members 
Entering Unmasked Estep 
Score: -19706318.000000 Penalty: 5965.344238
	Iteration 55Q: 3 clusters Score -1.970632e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 165652 members 
Entering Unmasked Estep 
Score: -19706346.000000 Penalty: 5965.344238
	Iteration 56Q: 3 clusters Score -1.970635e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 165699 members 
Entering Unmasked Estep 
Score: -19706372.000000 Penalty: 5965.344238
	Iteration 57Q: 3 clusters Score -1.970637e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 165743 members 
Entering Unmasked Estep 
Score: -19706406.000000 Penalty: 5965.344238
	Iteration 58Q: 3 clusters Score -1.970641e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 165784 members 
Entering Unmasked Estep 
Score: -19706412.000000 Penalty: 5965.344238
	Iteration 59Q: 3 clusters Score -1.970641e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 165814 members 
Entering Unmasked Estep 
Score: -19706452.000000 Penalty: 5965.344238
	Iteration 60F: 3 clusters Score -1.970645e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 165845 members 
Entering Unmasked Estep 
Score: -19706478.000000 Penalty: 5965.344238
	Iteration 61Q: 3 clusters Score -1.970648e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 165875 members 
Entering Unmasked Estep 
Score: -19706490.000000 Penalty: 5965.344238
	Iteration 62Q: 3 clusters Score -1.970649e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 165900 members 
Entering Unmasked Estep 
Score: -19706478.000000 Penalty: 5965.344238
	Iteration 63Q: 3 clusters Score -1.970648e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 165919 members 
Entering Unmasked Estep 
Score: -19706488.000000 Penalty: 5965.344238
	Iteration 64Q: 3 clusters Score -1.970649e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 165936 members 
Entering Unmasked Estep 
Score: -19706504.000000 Penalty: 5965.344238
	Iteration 65Q: 3 clusters Score -1.97065e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 165949 members 
Entering Unmasked Estep 
Score: -19706522.000000 Penalty: 5965.344238
	Iteration 66Q: 3 clusters Score -1.970652e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 165964 members 
Entering Unmasked Estep 
Score: -19706510.000000 Penalty: 5965.344238
	Iteration 67Q: 3 clusters Score -1.970651e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 165971 members 
Entering Unmasked Estep 
Score: -19706510.000000 Penalty: 5965.344238
	Iteration 68Q: 3 clusters Score -1.970651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 165977 members 
Entering Unmasked Estep 
Score: -19706516.000000 Penalty: 5965.344238
	Iteration 69Q: 3 clusters Score -1.970652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 165982 members 
Entering Unmasked Estep 
Score: -19706510.000000 Penalty: 5965.344238
	Iteration 70Q: 3 clusters Score -1.970651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 165983 members 
Entering Unmasked Estep 
Score: -19706520.000000 Penalty: 5965.344238
	Iteration 71Q: 3 clusters Score -1.970652e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 165984 members 
Entering Unmasked Estep 
Score: -19706522.000000 Penalty: 5965.344238
	Iteration 72Q: 3 clusters Score -1.970652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 165986 members 
Entering Unmasked Estep 
Score: -19706522.000000 Penalty: 5965.344238
	Iteration 73Q: 3 clusters Score -1.970652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 165988 members 
Entering Unmasked Estep 
Score: -19706520.000000 Penalty: 5965.344238
	Iteration 74Q: 3 clusters Score -1.970652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 165990 members 
Entering Unmasked Estep 
Score: -19706524.000000 Penalty: 5965.344238
	Iteration 75Q: 3 clusters Score -1.970652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 165992 members 
Entering Unmasked Estep 
Score: -19706514.000000 Penalty: 5965.344238
	Iteration 76Q: 3 clusters Score -1.970651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 165993 members 
Entering Unmasked Estep 
Score: -19706516.000000 Penalty: 5965.344238
	Iteration 77Q: 3 clusters Score -1.970652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 165997 members 
Entering Unmasked Estep 
Score: -19706504.000000 Penalty: 5965.344238
	Iteration 78Q: 3 clusters Score -1.97065e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 166002 members 
Entering Unmasked Estep 
Score: -19706510.000000 Penalty: 5965.344238
	Iteration 79Q: 3 clusters Score -1.970651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -19706518.000000 Penalty: 5965.344238
	Iteration 80F: 3 clusters Score -1.970652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 166004 members 
Entering Unmasked Estep 
Score: -19706516.000000 Penalty: 5965.344238
	Iteration 81Q: 3 clusters Score -1.970652e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 166006 members 
Entering Unmasked Estep 
Score: -19706508.000000 Penalty: 5965.344238
	Iteration 82Q: 3 clusters Score -1.970651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 166006 members 
Entering Unmasked Estep 
Score: -19706506.000000 Penalty: 5965.344238
	Iteration 83Q: 3 clusters Score -1.970651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 166007 members 
Entering Unmasked Estep 
Score: -19706518.000000 Penalty: 5965.344238
	Iteration 84Q: 3 clusters Score -1.970652e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 166009 members 
Entering Unmasked Estep 
Score: -19706512.000000 Penalty: 5965.344238
	Iteration 85Q: 3 clusters Score -1.970651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 166012 members 
Entering Unmasked Estep 
Score: -19706510.000000 Penalty: 5965.344238
	Iteration 86Q: 3 clusters Score -1.970651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 166015 members 
Entering Unmasked Estep 
Score: -19706508.000000 Penalty: 5965.344238
	Iteration 87Q: 3 clusters Score -1.970651e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 166018 members 
Entering Unmasked Estep 
Score: -19706518.000000 Penalty: 5965.344238
	Iteration 88Q: 3 clusters Score -1.970652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 166021 members 
Entering Unmasked Estep 
Score: -19706514.000000 Penalty: 5965.344238
	Iteration 89Q: 3 clusters Score -1.970651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 166021 members 
Entering Unmasked Estep 
Score: -19706522.000000 Penalty: 5965.344238
	Iteration 90Q: 3 clusters Score -1.970652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 166022 members 
Entering Unmasked Estep 
Score: -19706512.000000 Penalty: 5965.344238
	Iteration 91Q: 3 clusters Score -1.970651e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 166023 members 
Entering Unmasked Estep 
Score: -19706516.000000 Penalty: 5965.344238
	Iteration 92Q: 3 clusters Score -1.970652e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 166024 members 
Entering Unmasked Estep 
Score: -19706516.000000 Penalty: 5965.344238
	Iteration 93Q: 3 clusters Score -1.970652e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 166024 members 
Entering Unmasked Estep 
Score: -19706516.000000 Penalty: 5965.344238
	Iteration 94F: 3 clusters Score -1.970652e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8430 members 
Entering Unmasked Estep 
Score: -768306.250000 Penalty: 2241.808838
	Iteration 0F: 2 clusters Score -768306.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -761574.562500 Penalty: 4483.617676
	Iteration 0F: 3 clusters Score -761574.6 nChanged 3477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -763371.625000 Penalty: 4483.617676
	Iteration 1F: 3 clusters Score -763371.6 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 3676 members 
Entering Unmasked Estep 
Score: -763730.500000 Penalty: 4483.617676
	Iteration 2F: 3 clusters Score -763730.5 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -764065.062500 Penalty: 4483.617676
	Iteration 3F: 3 clusters Score -764065.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5241 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -764369.750000 Penalty: 4483.617676
	Iteration 4F: 3 clusters Score -764369.8 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -764682.875000 Penalty: 4483.617676
	Iteration 5F: 3 clusters Score -764682.9 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -764970.062500 Penalty: 4483.617676
	Iteration 6F: 3 clusters Score -764970.1 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6050 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -765240.187500 Penalty: 4483.617676
	Iteration 7Q: 3 clusters Score -765240.2 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -765438.312500 Penalty: 4483.617676
	Iteration 8Q: 3 clusters Score -765438.3 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -765592.625000 Penalty: 4483.617676
	Iteration 9Q: 3 clusters Score -765592.6 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -765729.750000 Penalty: 4483.617676
	Iteration 10Q: 3 clusters Score -765729.8 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -765829.187500 Penalty: 4483.617676
	Iteration 11Q: 3 clusters Score -765829.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -765911.437500 Penalty: 4483.617676
	Iteration 12Q: 3 clusters Score -765911.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -765972.437500 Penalty: 4483.617676
	Iteration 13Q: 3 clusters Score -765972.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -766017.250000 Penalty: 4483.617676
	Iteration 14Q: 3 clusters Score -766017.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7032 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -766052.187500 Penalty: 4483.617676
	Iteration 15Q: 3 clusters Score -766052.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7078 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -766084.250000 Penalty: 4483.617676
	Iteration 16Q: 3 clusters Score -766084.2 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -766120.000000 Penalty: 4483.617676
	Iteration 17Q: 3 clusters Score -766120 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -766152.375000 Penalty: 4483.617676
	Iteration 18Q: 3 clusters Score -766152.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -766186.125000 Penalty: 4483.617676
	Iteration 19Q: 3 clusters Score -766186.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -766224.062500 Penalty: 4483.617676
	Iteration 20F: 3 clusters Score -766224.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -766258.562500 Penalty: 4483.617676
	Iteration 21Q: 3 clusters Score -766258.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7285 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -766297.625000 Penalty: 4483.617676
	Iteration 22Q: 3 clusters Score -766297.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -766336.937500 Penalty: 4483.617676
	Iteration 23Q: 3 clusters Score -766336.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7339 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -766370.187500 Penalty: 4483.617676
	Iteration 24Q: 3 clusters Score -766370.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -766393.875000 Penalty: 4483.617676
	Iteration 25Q: 3 clusters Score -766393.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -766411.062500 Penalty: 4483.617676
	Iteration 26Q: 3 clusters Score -766411.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -766421.250000 Penalty: 4483.617676
	Iteration 27Q: 3 clusters Score -766421.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -766431.937500 Penalty: 4483.617676
	Iteration 28Q: 3 clusters Score -766431.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -766439.937500 Penalty: 4483.617676
	Iteration 29Q: 3 clusters Score -766439.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -766446.000000 Penalty: 4483.617676
	Iteration 30Q: 3 clusters Score -766446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -766449.375000 Penalty: 4483.617676
	Iteration 31Q: 3 clusters Score -766449.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -766457.812500 Penalty: 4483.617676
	Iteration 32Q: 3 clusters Score -766457.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7384 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -766473.500000 Penalty: 4483.617676
	Iteration 33Q: 3 clusters Score -766473.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -766481.437500 Penalty: 4483.617676
	Iteration 34Q: 3 clusters Score -766481.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -766486.500000 Penalty: 4483.617676
	Iteration 35Q: 3 clusters Score -766486.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -766495.312500 Penalty: 4483.617676
	Iteration 36Q: 3 clusters Score -766495.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -766501.875000 Penalty: 4483.617676
	Iteration 37Q: 3 clusters Score -766501.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -766507.437500 Penalty: 4483.617676
	Iteration 38Q: 3 clusters Score -766507.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -766513.875000 Penalty: 4483.617676
	Iteration 39Q: 3 clusters Score -766513.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -766520.500000 Penalty: 4483.617676
	Iteration 40F: 3 clusters Score -766520.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7418 members 
Mstep: Class 2 contains 1012 members 
Entering Unmasked Estep 
Score: -766525.812500 Penalty: 4483.617676
	Iteration 41Q: 3 clusters Score -766525.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -766527.625000 Penalty: 4483.617676
	Iteration 42Q: 3 clusters Score -766527.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7419 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -766530.250000 Penalty: 4483.617676
	Iteration 43Q: 3 clusters Score -766530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -766532.937500 Penalty: 4483.617676
	Iteration 44Q: 3 clusters Score -766532.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -766532.687500 Penalty: 4483.617676
	Iteration 45Q: 3 clusters Score -766532.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -766533.625000 Penalty: 4483.617676
	Iteration 46Q: 3 clusters Score -766533.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -766534.937500 Penalty: 4483.617676
	Iteration 47Q: 3 clusters Score -766534.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7422 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -766534.937500 Penalty: 4483.617676
	Iteration 48F: 3 clusters Score -766534.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -103460.460938 Penalty: 1704.544556
	Iteration 0F: 2 clusters Score -103460.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -101508.367188 Penalty: 3409.089111
	Iteration 0F: 3 clusters Score -101508.4 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -101782.328125 Penalty: 3409.089111
	Iteration 1F: 3 clusters Score -101782.3 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -101886.007812 Penalty: 3409.089111
	Iteration 2F: 3 clusters Score -101886 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -101925.273438 Penalty: 3409.089111
	Iteration 3Q: 3 clusters Score -101925.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -101957.140625 Penalty: 3409.089111
	Iteration 4Q: 3 clusters Score -101957.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101979.750000 Penalty: 3409.089111
	Iteration 5Q: 3 clusters Score -101979.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -101995.992188 Penalty: 3409.089111
	Iteration 6Q: 3 clusters Score -101996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -102005.601562 Penalty: 3409.089111
	Iteration 7Q: 3 clusters Score -102005.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -102009.546875 Penalty: 3409.089111
	Iteration 8Q: 3 clusters Score -102009.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -102011.250000 Penalty: 3409.089111
	Iteration 9Q: 3 clusters Score -102011.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -102015.234375 Penalty: 3409.089111
	Iteration 10Q: 3 clusters Score -102015.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -102021.250000 Penalty: 3409.089111
	Iteration 11Q: 3 clusters Score -102021.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -102024.203125 Penalty: 3409.089111
	Iteration 12Q: 3 clusters Score -102024.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -102026.343750 Penalty: 3409.089111
	Iteration 13Q: 3 clusters Score -102026.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -102027.460938 Penalty: 3409.089111
	Iteration 14Q: 3 clusters Score -102027.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -102028.796875 Penalty: 3409.089111
	Iteration 15Q: 3 clusters Score -102028.8 nChanged 1
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: -102030.414062 Penalty: 3409.089111
	Iteration 16Q: 3 clusters Score -102030.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -102032.757812 Penalty: 3409.089111
	Iteration 17Q: 3 clusters Score -102032.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -102037.726562 Penalty: 3409.089111
	Iteration 18Q: 3 clusters Score -102037.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -102041.828125 Penalty: 3409.089111
	Iteration 19Q: 3 clusters Score -102041.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -102047.156250 Penalty: 3409.089111
	Iteration 20F: 3 clusters Score -102047.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102050.843750 Penalty: 3409.089111
	Iteration 21Q: 3 clusters Score -102050.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -102050.843750 Penalty: 3409.089111
	Iteration 22F: 3 clusters Score -102050.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -31214.730469 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -31214.73 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 166 members 
Entering Unmasked Estep 
Score: -29924.384766 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -29924.38 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30075.632812 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -30075.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30111.287109 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -30111.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -30179.544922 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -30179.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -30310.376953 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -30310.38 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30422.175781 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -30422.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -30434.689453 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -30434.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30439.462891 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -30439.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 156 members 
Entering Unmasked Estep 
Score: -30439.462891 Penalty: 2865.715576
	Iteration 8F: 3 clusters Score -30439.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7121 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Entering Unmasked Estep 
Score: -848903.750000 Penalty: 2199.959473
	Iteration 0F: 2 clusters Score -848903.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -843037.562500 Penalty: 4399.918945
	Iteration 0F: 3 clusters Score -843037.6 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -844540.187500 Penalty: 4399.918945
	Iteration 1F: 3 clusters Score -844540.2 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -844761.312500 Penalty: 4399.918945
	Iteration 2F: 3 clusters Score -844761.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 3613 members 
Entering Unmasked Estep 
Score: -844893.562500 Penalty: 4399.918945
	Iteration 3Q: 3 clusters Score -844893.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -844989.000000 Penalty: 4399.918945
	Iteration 4Q: 3 clusters Score -844989 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -845053.250000 Penalty: 4399.918945
	Iteration 5Q: 3 clusters Score -845053.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3561 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -845101.437500 Penalty: 4399.918945
	Iteration 6Q: 3 clusters Score -845101.4 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -845143.875000 Penalty: 4399.918945
	Iteration 7Q: 3 clusters Score -845143.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -845178.937500 Penalty: 4399.918945
	Iteration 8Q: 3 clusters Score -845178.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -845203.250000 Penalty: 4399.918945
	Iteration 9Q: 3 clusters Score -845203.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -845224.937500 Penalty: 4399.918945
	Iteration 10Q: 3 clusters Score -845224.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -845236.937500 Penalty: 4399.918945
	Iteration 11Q: 3 clusters Score -845236.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -845250.875000 Penalty: 4399.918945
	Iteration 12Q: 3 clusters Score -845250.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -845262.937500 Penalty: 4399.918945
	Iteration 13Q: 3 clusters Score -845262.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -845270.875000 Penalty: 4399.918945
	Iteration 14Q: 3 clusters Score -845270.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -845278.625000 Penalty: 4399.918945
	Iteration 15Q: 3 clusters Score -845278.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -845280.750000 Penalty: 4399.918945
	Iteration 16Q: 3 clusters Score -845280.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -845283.375000 Penalty: 4399.918945
	Iteration 17Q: 3 clusters Score -845283.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -845284.187500 Penalty: 4399.918945
	Iteration 18Q: 3 clusters Score -845284.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -845285.187500 Penalty: 4399.918945
	Iteration 19Q: 3 clusters Score -845285.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -845287.125000 Penalty: 4399.918945
	Iteration 20F: 3 clusters Score -845287.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -845288.687500 Penalty: 4399.918945
	Iteration 21Q: 3 clusters Score -845288.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -845289.875000 Penalty: 4399.918945
	Iteration 22Q: 3 clusters Score -845289.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -845291.375000 Penalty: 4399.918945
	Iteration 23Q: 3 clusters Score -845291.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -845295.187500 Penalty: 4399.918945
	Iteration 24Q: 3 clusters Score -845295.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -845297.937500 Penalty: 4399.918945
	Iteration 25Q: 3 clusters Score -845297.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -845300.625000 Penalty: 4399.918945
	Iteration 26Q: 3 clusters Score -845300.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -845301.750000 Penalty: 4399.918945
	Iteration 27Q: 3 clusters Score -845301.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -845305.687500 Penalty: 4399.918945
	Iteration 28Q: 3 clusters Score -845305.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -845306.000000 Penalty: 4399.918945
	Iteration 29Q: 3 clusters Score -845306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -845308.687500 Penalty: 4399.918945
	Iteration 30Q: 3 clusters Score -845308.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -845308.000000 Penalty: 4399.918945
	Iteration 31Q: 3 clusters Score -845308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -845309.250000 Penalty: 4399.918945
	Iteration 32Q: 3 clusters Score -845309.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -845311.062500 Penalty: 4399.918945
	Iteration 33Q: 3 clusters Score -845311.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -845312.312500 Penalty: 4399.918945
	Iteration 34Q: 3 clusters Score -845312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -845314.812500 Penalty: 4399.918945
	Iteration 35Q: 3 clusters Score -845314.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -845315.125000 Penalty: 4399.918945
	Iteration 36Q: 3 clusters Score -845315.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -845316.125000 Penalty: 4399.918945
	Iteration 37Q: 3 clusters Score -845316.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -845315.875000 Penalty: 4399.918945
	Iteration 38Q: 3 clusters Score -845315.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -845316.187500 Penalty: 4399.918945
	Iteration 39Q: 3 clusters Score -845316.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -845318.687500 Penalty: 4399.918945
	Iteration 40F: 3 clusters Score -845318.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -845318.687500 Penalty: 4399.918945
	Iteration 41Q: 3 clusters Score -845318.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -845318.812500 Penalty: 4399.918945
	Iteration 42Q: 3 clusters Score -845318.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -845319.625000 Penalty: 4399.918945
	Iteration 43Q: 3 clusters Score -845319.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -845320.312500 Penalty: 4399.918945
	Iteration 44Q: 3 clusters Score -845320.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -845321.125000 Penalty: 4399.918945
	Iteration 45Q: 3 clusters Score -845321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -845323.750000 Penalty: 4399.918945
	Iteration 46Q: 3 clusters Score -845323.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -845323.500000 Penalty: 4399.918945
	Iteration 47Q: 3 clusters Score -845323.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -845322.125000 Penalty: 4399.918945
	Iteration 48Q: 3 clusters Score -845322.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -845321.375000 Penalty: 4399.918945
	Iteration 49Q: 3 clusters Score -845321.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -845321.812500 Penalty: 4399.918945
	Iteration 50Q: 3 clusters Score -845321.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -845322.937500 Penalty: 4399.918945
	Iteration 51Q: 3 clusters Score -845322.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -845324.750000 Penalty: 4399.918945
	Iteration 52Q: 3 clusters Score -845324.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3765 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -845324.937500 Penalty: 4399.918945
	Iteration 53Q: 3 clusters Score -845324.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -845325.437500 Penalty: 4399.918945
	Iteration 54Q: 3 clusters Score -845325.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -845325.062500 Penalty: 4399.918945
	Iteration 55Q: 3 clusters Score -845325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -845325.062500 Penalty: 4399.918945
	Iteration 56F: 3 clusters Score -845325.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 79865 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 162249 members 
Mstep: Class 6 contains 14959 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24824 members 
Mstep: Class 9 contains 19361 members 
Mstep: Class 10 contains 164529 members 
Mstep: Class 11 contains 301292 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53928 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17771 members 
Mstep: Class 20 contains 7993 members 
Mstep: Class 21 contains 14986 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67787 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10215 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184139 members 
Mstep: Class 29 contains 167193 members 
Mstep: Class 30 contains 8430 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491568.000000 Penalty: 115928.210938
Iteration 279Q: 34 clusters Score -1.614916e+08 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 79862 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24765 members 
Mstep: Class 5 contains 162263 members 
Mstep: Class 6 contains 14961 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24825 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 164523 members 
Mstep: Class 11 contains 301272 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53933 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17771 members 
Mstep: Class 20 contains 7991 members 
Mstep: Class 21 contains 14987 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67784 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10215 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184146 members 
Mstep: Class 29 contains 167200 members 
Mstep: Class 30 contains 8430 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491632.000000 Penalty: 115928.210938
Iteration 280F: 34 clusters Score -1.614916e+08 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 79857 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24765 members 
Mstep: Class 5 contains 162261 members 
Mstep: Class 6 contains 14962 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24824 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 164523 members 
Mstep: Class 11 contains 301264 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53934 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17771 members 
Mstep: Class 20 contains 7989 members 
Mstep: Class 21 contains 14988 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67781 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10215 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184150 members 
Mstep: Class 29 contains 167215 members 
Mstep: Class 30 contains 8431 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491728.000000 Penalty: 115928.210938
Iteration 281Q: 34 clusters Score -1.614917e+08 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 79857 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24765 members 
Mstep: Class 5 contains 162253 members 
Mstep: Class 6 contains 14965 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24822 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 164512 members 
Mstep: Class 11 contains 301253 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53938 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17771 members 
Mstep: Class 20 contains 7987 members 
Mstep: Class 21 contains 14987 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67780 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10216 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184161 members 
Mstep: Class 29 contains 167227 members 
Mstep: Class 30 contains 8433 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491792.000000 Penalty: 115928.210938
Iteration 282Q: 34 clusters Score -1.614918e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22263 members 
Mstep: Class 2 contains 79850 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 162251 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24820 members 
Mstep: Class 9 contains 19361 members 
Mstep: Class 10 contains 164504 members 
Mstep: Class 11 contains 301254 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53937 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17770 members 
Mstep: Class 20 contains 7985 members 
Mstep: Class 21 contains 14987 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67779 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10216 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184176 members 
Mstep: Class 29 contains 167232 members 
Mstep: Class 30 contains 8435 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491616.000000 Penalty: 115928.210938
Iteration 283Q: 34 clusters Score -1.614916e+08 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 79848 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 162256 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19360 members 
Mstep: Class 10 contains 164498 members 
Mstep: Class 11 contains 301250 members 
Mstep: Class 12 contains 11977 members 
Mstep: Class 13 contains 53940 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17770 members 
Mstep: Class 20 contains 7983 members 
Mstep: Class 21 contains 14984 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67777 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10216 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184184 members 
Mstep: Class 29 contains 167239 members 
Mstep: Class 30 contains 8439 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491584.000000 Penalty: 115928.210938
Iteration 284Q: 34 clusters Score -1.614916e+08 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22259 members 
Mstep: Class 2 contains 79850 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24764 members 
Mstep: Class 5 contains 162245 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24813 members 
Mstep: Class 9 contains 19360 members 
Mstep: Class 10 contains 164495 members 
Mstep: Class 11 contains 301248 members 
Mstep: Class 12 contains 11979 members 
Mstep: Class 13 contains 53940 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17770 members 
Mstep: Class 20 contains 7982 members 
Mstep: Class 21 contains 14980 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67777 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10215 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184199 members 
Mstep: Class 29 contains 167243 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491552.000000 Penalty: 115928.210938
Iteration 285Q: 34 clusters Score -1.614916e+08 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 79850 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24764 members 
Mstep: Class 5 contains 162241 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24814 members 
Mstep: Class 9 contains 19360 members 
Mstep: Class 10 contains 164492 members 
Mstep: Class 11 contains 301241 members 
Mstep: Class 12 contains 11980 members 
Mstep: Class 13 contains 53943 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17770 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14977 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67778 members 
Mstep: Class 24 contains 17000 members 
Mstep: Class 25 contains 10213 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184204 members 
Mstep: Class 29 contains 167253 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491488.000000 Penalty: 115928.210938
Iteration 286Q: 34 clusters Score -1.614915e+08 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 79848 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 162241 members 
Mstep: Class 6 contains 14967 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19360 members 
Mstep: Class 10 contains 164491 members 
Mstep: Class 11 contains 301235 members 
Mstep: Class 12 contains 11980 members 
Mstep: Class 13 contains 53944 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17771 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14976 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67780 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10211 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184204 members 
Mstep: Class 29 contains 167260 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491504.000000 Penalty: 115928.210938
Iteration 287Q: 34 clusters Score -1.614915e+08 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 79844 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162234 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19361 members 
Mstep: Class 10 contains 164489 members 
Mstep: Class 11 contains 301229 members 
Mstep: Class 12 contains 11983 members 
Mstep: Class 13 contains 53949 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17772 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14976 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67778 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10209 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184214 members 
Mstep: Class 29 contains 167264 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491376.000000 Penalty: 115928.210938
Iteration 288Q: 34 clusters Score -1.614914e+08 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 79843 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162234 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19361 members 
Mstep: Class 10 contains 164484 members 
Mstep: Class 11 contains 301219 members 
Mstep: Class 12 contains 11985 members 
Mstep: Class 13 contains 53953 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17772 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14974 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67774 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10207 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184218 members 
Mstep: Class 29 contains 167280 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491392.000000 Penalty: 115928.210938
Iteration 289Q: 34 clusters Score -1.614914e+08 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 79843 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162232 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164483 members 
Mstep: Class 11 contains 301217 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53955 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17772 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14970 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67769 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184226 members 
Mstep: Class 29 contains 167286 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491440.000000 Penalty: 115928.210938
Iteration 290Q: 34 clusters Score -1.614914e+08 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79841 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162232 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164475 members 
Mstep: Class 11 contains 301218 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53955 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17772 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14970 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67769 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10202 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184235 members 
Mstep: Class 29 contains 167289 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491424.000000 Penalty: 115928.210938
Iteration 291Q: 34 clusters Score -1.614914e+08 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 79840 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162231 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164470 members 
Mstep: Class 11 contains 301219 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53957 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10288 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17772 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14969 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67769 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10202 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184244 members 
Mstep: Class 29 contains 167288 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491424.000000 Penalty: 115928.210938
Iteration 292Q: 34 clusters Score -1.614914e+08 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22245 members 
Mstep: Class 2 contains 79839 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162225 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 164461 members 
Mstep: Class 11 contains 301224 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53958 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14969 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67770 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10202 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184250 members 
Mstep: Class 29 contains 167292 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491344.000000 Penalty: 115928.210938
Iteration 293Q: 34 clusters Score -1.614913e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 79837 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162223 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 164464 members 
Mstep: Class 11 contains 301219 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53957 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10287 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14969 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67768 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10202 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184255 members 
Mstep: Class 29 contains 167295 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491312.000000 Penalty: 115928.210938
Iteration 294Q: 34 clusters Score -1.614913e+08 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 79835 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 162226 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 164463 members 
Mstep: Class 11 contains 301216 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53956 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14969 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67765 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10202 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184261 members 
Mstep: Class 29 contains 167296 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491472.000000 Penalty: 115928.210938
Iteration 295Q: 34 clusters Score -1.614915e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22246 members 
Mstep: Class 2 contains 79836 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 162234 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19362 members 
Mstep: Class 10 contains 164458 members 
Mstep: Class 11 contains 301208 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53954 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14970 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67764 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10202 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184264 members 
Mstep: Class 29 contains 167301 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491376.000000 Penalty: 115928.210938
Iteration 296Q: 34 clusters Score -1.614914e+08 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79836 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 162238 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164453 members 
Mstep: Class 11 contains 301201 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53955 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14966 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67765 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10202 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184268 members 
Mstep: Class 29 contains 167305 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491408.000000 Penalty: 115928.210938
Iteration 297Q: 34 clusters Score -1.614914e+08 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79834 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 162234 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164446 members 
Mstep: Class 11 contains 301200 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53956 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14961 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67766 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184281 members 
Mstep: Class 29 contains 167308 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491504.000000 Penalty: 115928.210938
Iteration 298Q: 34 clusters Score -1.614915e+08 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 79833 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 162230 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164440 members 
Mstep: Class 11 contains 301203 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53957 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14957 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67764 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184288 members 
Mstep: Class 29 contains 167308 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491568.000000 Penalty: 115928.210938
Iteration 299Q: 34 clusters Score -1.614916e+08 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 79833 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 162228 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164436 members 
Mstep: Class 11 contains 301203 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53959 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10286 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14956 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67763 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184293 members 
Mstep: Class 29 contains 167310 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491536.000000 Penalty: 115928.210938
Iteration 300F: 34 clusters Score -1.614915e+08 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 79833 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24764 members 
Mstep: Class 5 contains 162221 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164435 members 
Mstep: Class 11 contains 301207 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53960 members 
Mstep: Class 14 contains 7686 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10285 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17773 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67765 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184292 members 
Mstep: Class 29 contains 167313 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491488.000000 Penalty: 115928.210938
Iteration 301Q: 34 clusters Score -1.614915e+08 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 79833 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24765 members 
Mstep: Class 5 contains 162219 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164436 members 
Mstep: Class 11 contains 301207 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53962 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14954 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67765 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184295 members 
Mstep: Class 29 contains 167310 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491456.000000 Penalty: 115928.210938
Iteration 302Q: 34 clusters Score -1.614915e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 79833 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24765 members 
Mstep: Class 5 contains 162217 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164434 members 
Mstep: Class 11 contains 301200 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53966 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3666 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14953 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67765 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184305 members 
Mstep: Class 29 contains 167309 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491456.000000 Penalty: 115928.210938
Iteration 303Q: 34 clusters Score -1.614915e+08 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 79832 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 162218 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24816 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164430 members 
Mstep: Class 11 contains 301200 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53968 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14955 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67763 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184308 members 
Mstep: Class 29 contains 167307 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491488.000000 Penalty: 115928.210938
Iteration 304Q: 34 clusters Score -1.614915e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 79832 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 162216 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164428 members 
Mstep: Class 11 contains 301194 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14953 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67763 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184313 members 
Mstep: Class 29 contains 167314 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491440.000000 Penalty: 115928.210938
Iteration 305Q: 34 clusters Score -1.614914e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22252 members 
Mstep: Class 2 contains 79830 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 162211 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164425 members 
Mstep: Class 11 contains 301192 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14952 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67762 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184326 members 
Mstep: Class 29 contains 167313 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491488.000000 Penalty: 115928.210938
Iteration 306Q: 34 clusters Score -1.614915e+08 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 79829 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24766 members 
Mstep: Class 5 contains 162205 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164423 members 
Mstep: Class 11 contains 301194 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14949 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67762 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184342 members 
Mstep: Class 29 contains 167309 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491488.000000 Penalty: 115928.210938
Iteration 307Q: 34 clusters Score -1.614915e+08 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 79828 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24765 members 
Mstep: Class 5 contains 162203 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164419 members 
Mstep: Class 11 contains 301194 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67761 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184350 members 
Mstep: Class 29 contains 167312 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491472.000000 Penalty: 115928.210938
Iteration 308Q: 34 clusters Score -1.614915e+08 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 79827 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24765 members 
Mstep: Class 5 contains 162201 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164417 members 
Mstep: Class 11 contains 301197 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67760 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184350 members 
Mstep: Class 29 contains 167315 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491440.000000 Penalty: 115928.210938
Iteration 309Q: 34 clusters Score -1.614914e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22250 members 
Mstep: Class 2 contains 79825 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24765 members 
Mstep: Class 5 contains 162201 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164416 members 
Mstep: Class 11 contains 301196 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53970 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67761 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184355 members 
Mstep: Class 29 contains 167312 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491440.000000 Penalty: 115928.210938
Iteration 310Q: 34 clusters Score -1.614914e+08 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22251 members 
Mstep: Class 2 contains 79824 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24765 members 
Mstep: Class 5 contains 162198 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164413 members 
Mstep: Class 11 contains 301194 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53970 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67761 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184361 members 
Mstep: Class 29 contains 167314 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7119 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491472.000000 Penalty: 115928.210938
Iteration 311Q: 34 clusters Score -1.614915e+08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79823 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24764 members 
Mstep: Class 5 contains 162198 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164412 members 
Mstep: Class 11 contains 301195 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53970 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67761 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184367 members 
Mstep: Class 29 contains 167313 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7118 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491504.000000 Penalty: 115928.210938
Iteration 312Q: 34 clusters Score -1.614915e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79822 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24763 members 
Mstep: Class 5 contains 162198 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19363 members 
Mstep: Class 10 contains 164413 members 
Mstep: Class 11 contains 301197 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53970 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67759 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184371 members 
Mstep: Class 29 contains 167311 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491568.000000 Penalty: 115928.210938
Iteration 313Q: 34 clusters Score -1.614916e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79821 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162199 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164410 members 
Mstep: Class 11 contains 301200 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53970 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10283 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67759 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184370 members 
Mstep: Class 29 contains 167313 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491568.000000 Penalty: 115928.210938
Iteration 314Q: 34 clusters Score -1.614916e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79821 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162202 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164410 members 
Mstep: Class 11 contains 301203 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53970 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10283 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67758 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184365 members 
Mstep: Class 29 contains 167313 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491584.000000 Penalty: 115928.210938
Iteration 315Q: 34 clusters Score -1.614916e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79821 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162205 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164410 members 
Mstep: Class 11 contains 301202 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53971 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10283 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67758 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184365 members 
Mstep: Class 29 contains 167311 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491520.000000 Penalty: 115928.210938
Iteration 316Q: 34 clusters Score -1.614915e+08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79821 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162209 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164410 members 
Mstep: Class 11 contains 301201 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53970 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10283 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67757 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184366 members 
Mstep: Class 29 contains 167309 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491536.000000 Penalty: 115928.210938
Iteration 317Q: 34 clusters Score -1.614915e+08 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79822 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162210 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164411 members 
Mstep: Class 11 contains 301198 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53970 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67756 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184365 members 
Mstep: Class 29 contains 167310 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491600.000000 Penalty: 115928.210938
Iteration 318Q: 34 clusters Score -1.614916e+08 nChanged 29
Entering ConstructFrom: 
Score: -161491600.000000 Penalty: 115928.210938
Entering ConstructFrom: 
Trying to split cluster 1 (22249 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22249 members 
Entering Unmasked Estep 
Score: -2666277.750000 Penalty: 2482.493164
	Iteration 0F: 2 clusters Score -2666278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -2650699.500000 Penalty: 4964.986328
	Iteration 0F: 3 clusters Score -2650700 nChanged 9965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11568 members 
Mstep: Class 2 contains 10681 members 
Entering Unmasked Estep 
Score: -2655914.500000 Penalty: 4964.986328
	Iteration 1F: 3 clusters Score -2655914 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -2656355.750000 Penalty: 4964.986328
	Iteration 2F: 3 clusters Score -2656356 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2656779.500000 Penalty: 4964.986328
	Iteration 3Q: 3 clusters Score -2656780 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -2657219.250000 Penalty: 4964.986328
	Iteration 4Q: 3 clusters Score -2657219 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12953 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -2657731.250000 Penalty: 4964.986328
	Iteration 5Q: 3 clusters Score -2657731 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13479 members 
Mstep: Class 2 contains 8770 members 
Entering Unmasked Estep 
Score: -2658271.250000 Penalty: 4964.986328
	Iteration 6Q: 3 clusters Score -2658271 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2658871.750000 Penalty: 4964.986328
	Iteration 7Q: 3 clusters Score -2658872 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14708 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -2659505.000000 Penalty: 4964.986328
	Iteration 8Q: 3 clusters Score -2659505 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2660178.250000 Penalty: 4964.986328
	Iteration 9Q: 3 clusters Score -2660178 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 6193 members 
Entering Unmasked Estep 
Score: -2660820.750000 Penalty: 4964.986328
	Iteration 10Q: 3 clusters Score -2660821 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16677 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2661381.000000 Penalty: 4964.986328
	Iteration 11Q: 3 clusters Score -2661381 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17179 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -2661801.250000 Penalty: 4964.986328
	Iteration 12Q: 3 clusters Score -2661801 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17644 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2662167.750000 Penalty: 4964.986328
	Iteration 13Q: 3 clusters Score -2662168 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -2662435.500000 Penalty: 4964.986328
	Iteration 14Q: 3 clusters Score -2662436 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -2662640.500000 Penalty: 4964.986328
	Iteration 15Q: 3 clusters Score -2662640 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18735 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -2662796.500000 Penalty: 4964.986328
	Iteration 16Q: 3 clusters Score -2662796 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -2662960.250000 Penalty: 4964.986328
	Iteration 17Q: 3 clusters Score -2662960 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19318 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -2663114.000000 Penalty: 4964.986328
	Iteration 18Q: 3 clusters Score -2663114 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -2663251.000000 Penalty: 4964.986328
	Iteration 19Q: 3 clusters Score -2663251 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19803 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2663348.250000 Penalty: 4964.986328
	Iteration 20F: 3 clusters Score -2663348 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -2663434.250000 Penalty: 4964.986328
	Iteration 21Q: 3 clusters Score -2663434 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -2663515.250000 Penalty: 4964.986328
	Iteration 22Q: 3 clusters Score -2663515 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20305 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -2663594.000000 Penalty: 4964.986328
	Iteration 23Q: 3 clusters Score -2663594 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -2663643.000000 Penalty: 4964.986328
	Iteration 24Q: 3 clusters Score -2663643 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2663694.250000 Penalty: 4964.986328
	Iteration 25Q: 3 clusters Score -2663694 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -2663744.000000 Penalty: 4964.986328
	Iteration 26Q: 3 clusters Score -2663744 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -2663790.500000 Penalty: 4964.986328
	Iteration 27Q: 3 clusters Score -2663790 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -2663837.250000 Penalty: 4964.986328
	Iteration 28Q: 3 clusters Score -2663837 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20884 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -2663856.000000 Penalty: 4964.986328
	Iteration 29Q: 3 clusters Score -2663856 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -2663876.250000 Penalty: 4964.986328
	Iteration 30Q: 3 clusters Score -2663876 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -2663904.000000 Penalty: 4964.986328
	Iteration 31Q: 3 clusters Score -2663904 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21043 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2663920.750000 Penalty: 4964.986328
	Iteration 32Q: 3 clusters Score -2663921 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21093 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -2663955.250000 Penalty: 4964.986328
	Iteration 33Q: 3 clusters Score -2663955 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2663984.750000 Penalty: 4964.986328
	Iteration 34Q: 3 clusters Score -2663985 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -2664008.500000 Penalty: 4964.986328
	Iteration 35Q: 3 clusters Score -2664008 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2664020.250000 Penalty: 4964.986328
	Iteration 36Q: 3 clusters Score -2664020 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21249 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -2664033.000000 Penalty: 4964.986328
	Iteration 37Q: 3 clusters Score -2664033 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21272 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2664049.500000 Penalty: 4964.986328
	Iteration 38Q: 3 clusters Score -2664050 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -2664059.750000 Penalty: 4964.986328
	Iteration 39Q: 3 clusters Score -2664060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -2664063.500000 Penalty: 4964.986328
	Iteration 40F: 3 clusters Score -2664064 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21314 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -2664065.250000 Penalty: 4964.986328
	Iteration 41Q: 3 clusters Score -2664065 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -2664073.750000 Penalty: 4964.986328
	Iteration 42Q: 3 clusters Score -2664074 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -2664081.750000 Penalty: 4964.986328
	Iteration 43Q: 3 clusters Score -2664082 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -2664085.250000 Penalty: 4964.986328
	Iteration 44Q: 3 clusters Score -2664085 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -2664097.500000 Penalty: 4964.986328
	Iteration 45Q: 3 clusters Score -2664098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2664108.250000 Penalty: 4964.986328
	Iteration 46Q: 3 clusters Score -2664108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -2664104.250000 Penalty: 4964.986328
	Iteration 47Q: 3 clusters Score -2664104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2664110.250000 Penalty: 4964.986328
	Iteration 48Q: 3 clusters Score -2664110 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21406 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -2664114.750000 Penalty: 4964.986328
	Iteration 49Q: 3 clusters Score -2664115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21415 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2664114.250000 Penalty: 4964.986328
	Iteration 50Q: 3 clusters Score -2664114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21426 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -2664123.750000 Penalty: 4964.986328
	Iteration 51Q: 3 clusters Score -2664124 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21433 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -2664127.000000 Penalty: 4964.986328
	Iteration 52Q: 3 clusters Score -2664127 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21441 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -2664128.750000 Penalty: 4964.986328
	Iteration 53Q: 3 clusters Score -2664129 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21443 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -2664131.500000 Penalty: 4964.986328
	Iteration 54Q: 3 clusters Score -2664132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -2664134.000000 Penalty: 4964.986328
	Iteration 55Q: 3 clusters Score -2664134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21452 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -2664134.250000 Penalty: 4964.986328
	Iteration 56Q: 3 clusters Score -2664134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -2664138.000000 Penalty: 4964.986328
	Iteration 57Q: 3 clusters Score -2664138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -2664142.250000 Penalty: 4964.986328
	Iteration 58Q: 3 clusters Score -2664142 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2664148.500000 Penalty: 4964.986328
	Iteration 59Q: 3 clusters Score -2664148 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2664149.750000 Penalty: 4964.986328
	Iteration 60F: 3 clusters Score -2664150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -2664150.500000 Penalty: 4964.986328
	Iteration 61Q: 3 clusters Score -2664150 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -2664152.000000 Penalty: 4964.986328
	Iteration 62Q: 3 clusters Score -2664152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -2664155.500000 Penalty: 4964.986328
	Iteration 63Q: 3 clusters Score -2664156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -2664159.500000 Penalty: 4964.986328
	Iteration 64Q: 3 clusters Score -2664160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2664160.250000 Penalty: 4964.986328
	Iteration 65Q: 3 clusters Score -2664160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -2664160.250000 Penalty: 4964.986328
	Iteration 66F: 3 clusters Score -2664160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79822 members 
Entering Unmasked Estep 
Score: -9130735.000000 Penalty: 2799.313477
	Iteration 0F: 2 clusters Score -9130735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -9077139.000000 Penalty: 5598.626953
	Iteration 0F: 3 clusters Score -9077139 nChanged 37598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41233 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -9098766.000000 Penalty: 5598.626953
	Iteration 1F: 3 clusters Score -9098766 nChanged 2873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 37808 members 
Entering Unmasked Estep 
Score: -9099466.000000 Penalty: 5598.626953
	Iteration 2Q: 3 clusters Score -9099466 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -9100238.000000 Penalty: 5598.626953
	Iteration 3Q: 3 clusters Score -9100238 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44841 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -9101240.000000 Penalty: 5598.626953
	Iteration 4Q: 3 clusters Score -9101240 nChanged 3468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47197 members 
Mstep: Class 2 contains 32625 members 
Entering Unmasked Estep 
Score: -9102557.000000 Penalty: 5598.626953
	Iteration 5Q: 3 clusters Score -9102557 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50376 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -9104518.000000 Penalty: 5598.626953
	Iteration 6Q: 3 clusters Score -9104518 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54436 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -9107223.000000 Penalty: 5598.626953
	Iteration 7F: 3 clusters Score -9107223 nChanged 5138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59302 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -9110775.000000 Penalty: 5598.626953
	Iteration 8F: 3 clusters Score -9110775 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64430 members 
Mstep: Class 2 contains 15392 members 
Entering Unmasked Estep 
Score: -9114872.000000 Penalty: 5598.626953
	Iteration 9F: 3 clusters Score -9114872 nChanged 4752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69150 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -9118993.000000 Penalty: 5598.626953
	Iteration 10F: 3 clusters Score -9118993 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73013 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -9122554.000000 Penalty: 5598.626953
	Iteration 11Q: 3 clusters Score -9122554 nChanged 2675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75682 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -9125038.000000 Penalty: 5598.626953
	Iteration 12Q: 3 clusters Score -9125038 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77264 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -9126481.000000 Penalty: 5598.626953
	Iteration 13Q: 3 clusters Score -9126481 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78161 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -9127306.000000 Penalty: 5598.626953
	Iteration 14Q: 3 clusters Score -9127306 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78676 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -9127700.000000 Penalty: 5598.626953
	Iteration 15Q: 3 clusters Score -9127700 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78934 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -9127902.000000 Penalty: 5598.626953
	Iteration 16Q: 3 clusters Score -9127902 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79077 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9128038.000000 Penalty: 5598.626953
	Iteration 17Q: 3 clusters Score -9128038 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79148 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9128126.000000 Penalty: 5598.626953
	Iteration 18Q: 3 clusters Score -9128126 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79202 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9128170.000000 Penalty: 5598.626953
	Iteration 19Q: 3 clusters Score -9128170 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79239 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9128207.000000 Penalty: 5598.626953
	Iteration 20F: 3 clusters Score -9128207 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79262 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9128236.000000 Penalty: 5598.626953
	Iteration 21Q: 3 clusters Score -9128236 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79287 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9128274.000000 Penalty: 5598.626953
	Iteration 22Q: 3 clusters Score -9128274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79302 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9128292.000000 Penalty: 5598.626953
	Iteration 23Q: 3 clusters Score -9128292 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79311 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -9128306.000000 Penalty: 5598.626953
	Iteration 24Q: 3 clusters Score -9128306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79325 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9128314.000000 Penalty: 5598.626953
	Iteration 25Q: 3 clusters Score -9128314 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79344 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -9128326.000000 Penalty: 5598.626953
	Iteration 26Q: 3 clusters Score -9128326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79345 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9128335.000000 Penalty: 5598.626953
	Iteration 27Q: 3 clusters Score -9128335 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79346 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -9128330.000000 Penalty: 5598.626953
	Iteration 28Q: 3 clusters Score -9128330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79347 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9128349.000000 Penalty: 5598.626953
	Iteration 29Q: 3 clusters Score -9128349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79352 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -9128359.000000 Penalty: 5598.626953
	Iteration 30Q: 3 clusters Score -9128359 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9128349.000000 Penalty: 5598.626953
	Iteration 31Q: 3 clusters Score -9128349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79357 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -9128353.000000 Penalty: 5598.626953
	Iteration 32Q: 3 clusters Score -9128353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79356 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -9128355.000000 Penalty: 5598.626953
	Iteration 33Q: 3 clusters Score -9128355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9128351.000000 Penalty: 5598.626953
	Iteration 34Q: 3 clusters Score -9128351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79355 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -9128351.000000 Penalty: 5598.626953
	Iteration 35F: 3 clusters Score -9128351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Entering Unmasked Estep 
Score: -246954.593750 Penalty: 1927.119995
	Iteration 0F: 2 clusters Score -246954.6 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 1150 members 
Entering Unmasked Estep 
Score: -244147.015625 Penalty: 3854.239990
	Iteration 0F: 3 clusters Score -244147 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -244679.109375 Penalty: 3854.239990
	Iteration 1F: 3 clusters Score -244679.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -244837.078125 Penalty: 3854.239990
	Iteration 2F: 3 clusters Score -244837.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -244921.109375 Penalty: 3854.239990
	Iteration 3Q: 3 clusters Score -244921.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -244972.359375 Penalty: 3854.239990
	Iteration 4Q: 3 clusters Score -244972.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -245011.437500 Penalty: 3854.239990
	Iteration 5Q: 3 clusters Score -245011.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -245045.437500 Penalty: 3854.239990
	Iteration 6Q: 3 clusters Score -245045.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -245076.515625 Penalty: 3854.239990
	Iteration 7Q: 3 clusters Score -245076.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -245105.968750 Penalty: 3854.239990
	Iteration 8Q: 3 clusters Score -245106 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -245128.468750 Penalty: 3854.239990
	Iteration 9Q: 3 clusters Score -245128.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -245146.156250 Penalty: 3854.239990
	Iteration 10Q: 3 clusters Score -245146.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -245163.062500 Penalty: 3854.239990
	Iteration 11Q: 3 clusters Score -245163.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -245185.718750 Penalty: 3854.239990
	Iteration 12Q: 3 clusters Score -245185.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -245199.171875 Penalty: 3854.239990
	Iteration 13Q: 3 clusters Score -245199.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -245214.953125 Penalty: 3854.239990
	Iteration 14Q: 3 clusters Score -245215 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -245224.765625 Penalty: 3854.239990
	Iteration 15Q: 3 clusters Score -245224.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -245239.546875 Penalty: 3854.239990
	Iteration 16Q: 3 clusters Score -245239.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -245250.796875 Penalty: 3854.239990
	Iteration 17Q: 3 clusters Score -245250.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -245257.453125 Penalty: 3854.239990
	Iteration 18Q: 3 clusters Score -245257.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -245262.484375 Penalty: 3854.239990
	Iteration 19Q: 3 clusters Score -245262.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -245267.468750 Penalty: 3854.239990
	Iteration 20F: 3 clusters Score -245267.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -245273.265625 Penalty: 3854.239990
	Iteration 21Q: 3 clusters Score -245273.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -245278.265625 Penalty: 3854.239990
	Iteration 22Q: 3 clusters Score -245278.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -245285.953125 Penalty: 3854.239990
	Iteration 23Q: 3 clusters Score -245286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -245292.937500 Penalty: 3854.239990
	Iteration 24Q: 3 clusters Score -245292.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -245298.156250 Penalty: 3854.239990
	Iteration 25Q: 3 clusters Score -245298.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -245305.593750 Penalty: 3854.239990
	Iteration 26Q: 3 clusters Score -245305.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -245315.703125 Penalty: 3854.239990
	Iteration 27Q: 3 clusters Score -245315.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -245320.750000 Penalty: 3854.239990
	Iteration 28Q: 3 clusters Score -245320.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -245323.453125 Penalty: 3854.239990
	Iteration 29Q: 3 clusters Score -245323.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -245324.656250 Penalty: 3854.239990
	Iteration 30Q: 3 clusters Score -245324.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -245326.890625 Penalty: 3854.239990
	Iteration 31Q: 3 clusters Score -245326.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -245329.781250 Penalty: 3854.239990
	Iteration 32Q: 3 clusters Score -245329.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -245329.593750 Penalty: 3854.239990
	Iteration 33Q: 3 clusters Score -245329.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -245329.593750 Penalty: 3854.239990
	Iteration 34F: 3 clusters Score -245329.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Entering Unmasked Estep 
Score: -2719310.500000 Penalty: 2509.022217
	Iteration 0F: 2 clusters Score -2719310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12415 members 
Mstep: Class 2 contains 12346 members 
Entering Unmasked Estep 
Score: -2702236.250000 Penalty: 5018.044434
	Iteration 0F: 3 clusters Score -2702236 nChanged 11017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 12377 members 
Entering Unmasked Estep 
Score: -2708364.500000 Penalty: 5018.044434
	Iteration 1F: 3 clusters Score -2708364 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12181 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
Score: -2709360.500000 Penalty: 5018.044434
	Iteration 2F: 3 clusters Score -2709360 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11947 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -2710620.500000 Penalty: 5018.044434
	Iteration 3F: 3 clusters Score -2710620 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2712049.250000 Penalty: 5018.044434
	Iteration 4F: 3 clusters Score -2712049 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11629 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -2713443.000000 Penalty: 5018.044434
	Iteration 5F: 3 clusters Score -2713443 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2714707.000000 Penalty: 5018.044434
	Iteration 6F: 3 clusters Score -2714707 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -2715812.500000 Penalty: 5018.044434
	Iteration 7F: 3 clusters Score -2715812 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -2716626.500000 Penalty: 5018.044434
	Iteration 8Q: 3 clusters Score -2716626 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -2717107.000000 Penalty: 5018.044434
	Iteration 9Q: 3 clusters Score -2717107 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 12366 members 
Entering Unmasked Estep 
Score: -2717380.500000 Penalty: 5018.044434
	Iteration 10Q: 3 clusters Score -2717380 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -2717582.750000 Penalty: 5018.044434
	Iteration 11Q: 3 clusters Score -2717583 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2717722.250000 Penalty: 5018.044434
	Iteration 12Q: 3 clusters Score -2717722 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12757 members 
Mstep: Class 2 contains 12004 members 
Entering Unmasked Estep 
Score: -2717798.750000 Penalty: 5018.044434
	Iteration 13Q: 3 clusters Score -2717799 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2717863.750000 Penalty: 5018.044434
	Iteration 14Q: 3 clusters Score -2717864 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2717908.500000 Penalty: 5018.044434
	Iteration 15Q: 3 clusters Score -2717908 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -2717936.750000 Penalty: 5018.044434
	Iteration 16Q: 3 clusters Score -2717937 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13172 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2717965.750000 Penalty: 5018.044434
	Iteration 17Q: 3 clusters Score -2717966 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13249 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -2717969.750000 Penalty: 5018.044434
	Iteration 18Q: 3 clusters Score -2717970 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -2717970.750000 Penalty: 5018.044434
	Iteration 19Q: 3 clusters Score -2717971 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13370 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2717979.500000 Penalty: 5018.044434
	Iteration 20F: 3 clusters Score -2717980 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13420 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2717984.250000 Penalty: 5018.044434
	Iteration 21Q: 3 clusters Score -2717984 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13467 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2717998.750000 Penalty: 5018.044434
	Iteration 22Q: 3 clusters Score -2717999 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13510 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -2717998.750000 Penalty: 5018.044434
	Iteration 23Q: 3 clusters Score -2717999 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 11205 members 
Entering Unmasked Estep 
Score: -2718003.000000 Penalty: 5018.044434
	Iteration 24Q: 3 clusters Score -2718003 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13612 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2718004.000000 Penalty: 5018.044434
	Iteration 25Q: 3 clusters Score -2718004 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 11105 members 
Entering Unmasked Estep 
Score: -2718018.500000 Penalty: 5018.044434
	Iteration 26Q: 3 clusters Score -2718018 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -2718017.500000 Penalty: 5018.044434
	Iteration 27Q: 3 clusters Score -2718018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -2718015.500000 Penalty: 5018.044434
	Iteration 28Q: 3 clusters Score -2718016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13757 members 
Mstep: Class 2 contains 11004 members 
Entering Unmasked Estep 
Score: -2718022.000000 Penalty: 5018.044434
	Iteration 29Q: 3 clusters Score -2718022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13778 members 
Mstep: Class 2 contains 10983 members 
Entering Unmasked Estep 
Score: -2718021.000000 Penalty: 5018.044434
	Iteration 30Q: 3 clusters Score -2718021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 10964 members 
Entering Unmasked Estep 
Score: -2718024.500000 Penalty: 5018.044434
	Iteration 31Q: 3 clusters Score -2718024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13809 members 
Mstep: Class 2 contains 10952 members 
Entering Unmasked Estep 
Score: -2718024.750000 Penalty: 5018.044434
	Iteration 32Q: 3 clusters Score -2718025 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13822 members 
Mstep: Class 2 contains 10939 members 
Entering Unmasked Estep 
Score: -2718024.250000 Penalty: 5018.044434
	Iteration 33Q: 3 clusters Score -2718024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2718026.500000 Penalty: 5018.044434
	Iteration 34Q: 3 clusters Score -2718026 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -2718023.000000 Penalty: 5018.044434
	Iteration 35Q: 3 clusters Score -2718023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13855 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -2718027.500000 Penalty: 5018.044434
	Iteration 36Q: 3 clusters Score -2718028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13866 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2718029.250000 Penalty: 5018.044434
	Iteration 37Q: 3 clusters Score -2718029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13881 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -2718029.250000 Penalty: 5018.044434
	Iteration 38Q: 3 clusters Score -2718029 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 10863 members 
Entering Unmasked Estep 
Score: -2718036.000000 Penalty: 5018.044434
	Iteration 39Q: 3 clusters Score -2718036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -2718031.500000 Penalty: 5018.044434
	Iteration 40F: 3 clusters Score -2718032 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -2718029.000000 Penalty: 5018.044434
	Iteration 41Q: 3 clusters Score -2718029 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2718029.750000 Penalty: 5018.044434
	Iteration 42Q: 3 clusters Score -2718030 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 10795 members 
Entering Unmasked Estep 
Score: -2718035.000000 Penalty: 5018.044434
	Iteration 43Q: 3 clusters Score -2718035 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -2718031.250000 Penalty: 5018.044434
	Iteration 44Q: 3 clusters Score -2718031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2718032.000000 Penalty: 5018.044434
	Iteration 45Q: 3 clusters Score -2718032 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -2718038.250000 Penalty: 5018.044434
	Iteration 46Q: 3 clusters Score -2718038 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 10762 members 
Entering Unmasked Estep 
Score: -2718035.750000 Penalty: 5018.044434
	Iteration 47Q: 3 clusters Score -2718036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 10754 members 
Entering Unmasked Estep 
Score: -2718036.750000 Penalty: 5018.044434
	Iteration 48Q: 3 clusters Score -2718037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2718039.250000 Penalty: 5018.044434
	Iteration 49Q: 3 clusters Score -2718039 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 10740 members 
Entering Unmasked Estep 
Score: -2718042.000000 Penalty: 5018.044434
	Iteration 50Q: 3 clusters Score -2718042 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -2718032.250000 Penalty: 5018.044434
	Iteration 51Q: 3 clusters Score -2718032 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2718037.500000 Penalty: 5018.044434
	Iteration 52Q: 3 clusters Score -2718038 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 10707 members 
Entering Unmasked Estep 
Score: -2718030.750000 Penalty: 5018.044434
	Iteration 53Q: 3 clusters Score -2718031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -2718036.250000 Penalty: 5018.044434
	Iteration 54Q: 3 clusters Score -2718036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 10696 members 
Entering Unmasked Estep 
Score: -2718035.500000 Penalty: 5018.044434
	Iteration 55Q: 3 clusters Score -2718036 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14072 members 
Mstep: Class 2 contains 10689 members 
Entering Unmasked Estep 
Score: -2718040.500000 Penalty: 5018.044434
	Iteration 56Q: 3 clusters Score -2718040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14075 members 
Mstep: Class 2 contains 10686 members 
Entering Unmasked Estep 
Score: -2718040.750000 Penalty: 5018.044434
	Iteration 57Q: 3 clusters Score -2718041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -2718040.000000 Penalty: 5018.044434
	Iteration 58Q: 3 clusters Score -2718040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 10680 members 
Entering Unmasked Estep 
Score: -2718037.750000 Penalty: 5018.044434
	Iteration 59Q: 3 clusters Score -2718038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -2718035.000000 Penalty: 5018.044434
	Iteration 60F: 3 clusters Score -2718035 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -2718033.250000 Penalty: 5018.044434
	Iteration 61Q: 3 clusters Score -2718033 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -2718040.000000 Penalty: 5018.044434
	Iteration 62Q: 3 clusters Score -2718040 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14104 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -2718040.000000 Penalty: 5018.044434
	Iteration 63Q: 3 clusters Score -2718040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2718037.000000 Penalty: 5018.044434
	Iteration 64Q: 3 clusters Score -2718037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -2718046.250000 Penalty: 5018.044434
	Iteration 65Q: 3 clusters Score -2718046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14123 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -2718046.250000 Penalty: 5018.044434
	Iteration 66Q: 3 clusters Score -2718046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14126 members 
Mstep: Class 2 contains 10635 members 
Entering Unmasked Estep 
Score: -2718048.000000 Penalty: 5018.044434
	Iteration 67Q: 3 clusters Score -2718048 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -2718046.000000 Penalty: 5018.044434
	Iteration 68Q: 3 clusters Score -2718046 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2718046.000000 Penalty: 5018.044434
	Iteration 69Q: 3 clusters Score -2718046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -2718049.750000 Penalty: 5018.044434
	Iteration 70Q: 3 clusters Score -2718050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14139 members 
Mstep: Class 2 contains 10622 members 
Entering Unmasked Estep 
Score: -2718049.500000 Penalty: 5018.044434
	Iteration 71Q: 3 clusters Score -2718050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2718051.750000 Penalty: 5018.044434
	Iteration 72Q: 3 clusters Score -2718052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -2718059.750000 Penalty: 5018.044434
	Iteration 73Q: 3 clusters Score -2718060 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2718062.000000 Penalty: 5018.044434
	Iteration 74Q: 3 clusters Score -2718062 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 10580 members 
Entering Unmasked Estep 
Score: -2718063.750000 Penalty: 5018.044434
	Iteration 75Q: 3 clusters Score -2718064 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14195 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -2718053.750000 Penalty: 5018.044434
	Iteration 76Q: 3 clusters Score -2718054 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2718061.750000 Penalty: 5018.044434
	Iteration 77Q: 3 clusters Score -2718062 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 10530 members 
Entering Unmasked Estep 
Score: -2718063.500000 Penalty: 5018.044434
	Iteration 78Q: 3 clusters Score -2718064 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14251 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2718061.250000 Penalty: 5018.044434
	Iteration 79Q: 3 clusters Score -2718061 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 10494 members 
Entering Unmasked Estep 
Score: -2718064.000000 Penalty: 5018.044434
	Iteration 80F: 3 clusters Score -2718064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -2718064.750000 Penalty: 5018.044434
	Iteration 81Q: 3 clusters Score -2718065 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -2718075.500000 Penalty: 5018.044434
	Iteration 82Q: 3 clusters Score -2718076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 10463 members 
Entering Unmasked Estep 
Score: -2718072.000000 Penalty: 5018.044434
	Iteration 83Q: 3 clusters Score -2718072 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2718075.250000 Penalty: 5018.044434
	Iteration 84Q: 3 clusters Score -2718075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2718070.500000 Penalty: 5018.044434
	Iteration 85Q: 3 clusters Score -2718070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14326 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -2718071.000000 Penalty: 5018.044434
	Iteration 86Q: 3 clusters Score -2718071 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -2718068.500000 Penalty: 5018.044434
	Iteration 87Q: 3 clusters Score -2718068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14330 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2718073.250000 Penalty: 5018.044434
	Iteration 88Q: 3 clusters Score -2718073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -2718071.750000 Penalty: 5018.044434
	Iteration 89Q: 3 clusters Score -2718072 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 10427 members 
Entering Unmasked Estep 
Score: -2718071.500000 Penalty: 5018.044434
	Iteration 90Q: 3 clusters Score -2718072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -2718075.250000 Penalty: 5018.044434
	Iteration 91Q: 3 clusters Score -2718075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -2718074.000000 Penalty: 5018.044434
	Iteration 92Q: 3 clusters Score -2718074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14339 members 
Mstep: Class 2 contains 10422 members 
Entering Unmasked Estep 
Score: -2718077.500000 Penalty: 5018.044434
	Iteration 93Q: 3 clusters Score -2718078 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2718075.000000 Penalty: 5018.044434
	Iteration 94Q: 3 clusters Score -2718075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14340 members 
Mstep: Class 2 contains 10421 members 
Entering Unmasked Estep 
Score: -2718075.000000 Penalty: 5018.044434
	Iteration 95F: 3 clusters Score -2718075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (162212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162212 members 
Entering Unmasked Estep 
Score: -19076916.000000 Penalty: 2975.171387
	Iteration 0F: 2 clusters Score -1.907692e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81352 members 
Mstep: Class 2 contains 80860 members 
Entering Unmasked Estep 
Score: -18968940.000000 Penalty: 5950.342773
	Iteration 0F: 3 clusters Score -1.896894e+07 nChanged 77658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85478 members 
Mstep: Class 2 contains 76734 members 
Entering Unmasked Estep 
Score: -19014330.000000 Penalty: 5950.342773
	Iteration 1F: 3 clusters Score -1.901433e+07 nChanged 4788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87870 members 
Mstep: Class 2 contains 74342 members 
Entering Unmasked Estep 
Score: -19015322.000000 Penalty: 5950.342773
	Iteration 2Q: 3 clusters Score -1.901532e+07 nChanged 5356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91642 members 
Mstep: Class 2 contains 70570 members 
Entering Unmasked Estep 
Score: -19016950.000000 Penalty: 5950.342773
	Iteration 3Q: 3 clusters Score -1.901695e+07 nChanged 6526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97260 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -19019746.000000 Penalty: 5950.342773
	Iteration 4Q: 3 clusters Score -1.901975e+07 nChanged 8630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105502 members 
Mstep: Class 2 contains 56710 members 
Entering Unmasked Estep 
Score: -19024708.000000 Penalty: 5950.342773
	Iteration 5F: 3 clusters Score -1.902471e+07 nChanged 11272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116622 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -19033296.000000 Penalty: 5950.342773
	Iteration 6F: 3 clusters Score -1.90333e+07 nChanged 12883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129469 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -19044838.000000 Penalty: 5950.342773
	Iteration 7F: 3 clusters Score -1.904484e+07 nChanged 12195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141654 members 
Mstep: Class 2 contains 20558 members 
Entering Unmasked Estep 
Score: -19056408.000000 Penalty: 5950.342773
	Iteration 8F: 3 clusters Score -1.905641e+07 nChanged 9127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150777 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -19064846.000000 Penalty: 5950.342773
	Iteration 9F: 3 clusters Score -1.906485e+07 nChanged 5468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156239 members 
Mstep: Class 2 contains 5973 members 
Entering Unmasked Estep 
Score: -19069588.000000 Penalty: 5950.342773
	Iteration 10Q: 3 clusters Score -1.906959e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159134 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -19072020.000000 Penalty: 5950.342773
	Iteration 11Q: 3 clusters Score -1.907202e+07 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160504 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -19073072.000000 Penalty: 5950.342773
	Iteration 12Q: 3 clusters Score -1.907307e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161129 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -19073652.000000 Penalty: 5950.342773
	Iteration 13Q: 3 clusters Score -1.907365e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161398 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -19073938.000000 Penalty: 5950.342773
	Iteration 14Q: 3 clusters Score -1.907394e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161528 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -19074086.000000 Penalty: 5950.342773
	Iteration 15Q: 3 clusters Score -1.907409e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161603 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -19074132.000000 Penalty: 5950.342773
	Iteration 16Q: 3 clusters Score -1.907413e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161649 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -19074164.000000 Penalty: 5950.342773
	Iteration 17Q: 3 clusters Score -1.907416e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161684 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -19074202.000000 Penalty: 5950.342773
	Iteration 18Q: 3 clusters Score -1.90742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161703 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -19074236.000000 Penalty: 5950.342773
	Iteration 19Q: 3 clusters Score -1.907424e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161708 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -19074260.000000 Penalty: 5950.342773
	Iteration 20F: 3 clusters Score -1.907426e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161721 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -19074270.000000 Penalty: 5950.342773
	Iteration 21Q: 3 clusters Score -1.907427e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161731 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -19074294.000000 Penalty: 5950.342773
	Iteration 22Q: 3 clusters Score -1.907429e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161741 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -19074306.000000 Penalty: 5950.342773
	Iteration 23Q: 3 clusters Score -1.907431e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161744 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -19074308.000000 Penalty: 5950.342773
	Iteration 24Q: 3 clusters Score -1.907431e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161748 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -19074310.000000 Penalty: 5950.342773
	Iteration 25Q: 3 clusters Score -1.907431e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161752 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -19074302.000000 Penalty: 5950.342773
	Iteration 26Q: 3 clusters Score -1.90743e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161756 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -19074316.000000 Penalty: 5950.342773
	Iteration 27Q: 3 clusters Score -1.907432e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161761 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -19074322.000000 Penalty: 5950.342773
	Iteration 28Q: 3 clusters Score -1.907432e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161765 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -19074326.000000 Penalty: 5950.342773
	Iteration 29Q: 3 clusters Score -1.907433e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161771 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -19074336.000000 Penalty: 5950.342773
	Iteration 30Q: 3 clusters Score -1.907434e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161779 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -19074356.000000 Penalty: 5950.342773
	Iteration 31Q: 3 clusters Score -1.907436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161784 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -19074356.000000 Penalty: 5950.342773
	Iteration 32Q: 3 clusters Score -1.907436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161785 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19074358.000000 Penalty: 5950.342773
	Iteration 33Q: 3 clusters Score -1.907436e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161786 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19074352.000000 Penalty: 5950.342773
	Iteration 34Q: 3 clusters Score -1.907435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161788 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19074362.000000 Penalty: 5950.342773
	Iteration 35Q: 3 clusters Score -1.907436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161788 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -19074348.000000 Penalty: 5950.342773
	Iteration 36Q: 3 clusters Score -1.907435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19074354.000000 Penalty: 5950.342773
	Iteration 37Q: 3 clusters Score -1.907435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161789 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -19074358.000000 Penalty: 5950.342773
	Iteration 38Q: 3 clusters Score -1.907436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161786 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19074356.000000 Penalty: 5950.342773
	Iteration 39Q: 3 clusters Score -1.907436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161783 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19074364.000000 Penalty: 5950.342773
	Iteration 40F: 3 clusters Score -1.907436e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161785 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -19074372.000000 Penalty: 5950.342773
	Iteration 41Q: 3 clusters Score -1.907437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161786 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19074374.000000 Penalty: 5950.342773
	Iteration 42Q: 3 clusters Score -1.907437e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161786 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -19074374.000000 Penalty: 5950.342773
	Iteration 43F: 3 clusters Score -1.907437e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Entering Unmasked Estep 
Score: -1763461.250000 Penalty: 2384.189941
	Iteration 0F: 2 clusters Score -1763461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7474 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -1752544.375000 Penalty: 4768.379883
	Iteration 0F: 3 clusters Score -1752544 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 7600 members 
Entering Unmasked Estep 
Score: -1755873.875000 Penalty: 4768.379883
	Iteration 1F: 3 clusters Score -1755874 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1756161.875000 Penalty: 4768.379883
	Iteration 2F: 3 clusters Score -1756162 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -1756380.250000 Penalty: 4768.379883
	Iteration 3Q: 3 clusters Score -1756380 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7211 members 
Mstep: Class 2 contains 7757 members 
Entering Unmasked Estep 
Score: -1756541.250000 Penalty: 4768.379883
	Iteration 4Q: 3 clusters Score -1756541 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1756667.750000 Penalty: 4768.379883
	Iteration 5Q: 3 clusters Score -1756668 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 7896 members 
Entering Unmasked Estep 
Score: -1756775.250000 Penalty: 4768.379883
	Iteration 6Q: 3 clusters Score -1756775 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 7994 members 
Entering Unmasked Estep 
Score: -1756863.625000 Penalty: 4768.379883
	Iteration 7Q: 3 clusters Score -1756864 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6876 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -1756950.000000 Penalty: 4768.379883
	Iteration 8Q: 3 clusters Score -1756950 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8225 members 
Entering Unmasked Estep 
Score: -1757023.750000 Penalty: 4768.379883
	Iteration 9Q: 3 clusters Score -1757024 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 8376 members 
Entering Unmasked Estep 
Score: -1757104.500000 Penalty: 4768.379883
	Iteration 10Q: 3 clusters Score -1757104 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -1757180.125000 Penalty: 4768.379883
	Iteration 11Q: 3 clusters Score -1757180 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -1757274.375000 Penalty: 4768.379883
	Iteration 12Q: 3 clusters Score -1757274 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -1757400.875000 Penalty: 4768.379883
	Iteration 13Q: 3 clusters Score -1757401 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5682 members 
Mstep: Class 2 contains 9286 members 
Entering Unmasked Estep 
Score: -1757597.000000 Penalty: 4768.379883
	Iteration 14Q: 3 clusters Score -1757597 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5320 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -1757825.250000 Penalty: 4768.379883
	Iteration 15Q: 3 clusters Score -1757825 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 10050 members 
Entering Unmasked Estep 
Score: -1758103.750000 Penalty: 4768.379883
	Iteration 16Q: 3 clusters Score -1758104 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 10460 members 
Entering Unmasked Estep 
Score: -1758383.500000 Penalty: 4768.379883
	Iteration 17Q: 3 clusters Score -1758384 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -1758737.125000 Penalty: 4768.379883
	Iteration 18Q: 3 clusters Score -1758737 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 11349 members 
Entering Unmasked Estep 
Score: -1759117.625000 Penalty: 4768.379883
	Iteration 19Q: 3 clusters Score -1759118 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -1759508.625000 Penalty: 4768.379883
	Iteration 20F: 3 clusters Score -1759509 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -1759851.625000 Penalty: 4768.379883
	Iteration 21Q: 3 clusters Score -1759852 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -1760127.875000 Penalty: 4768.379883
	Iteration 22Q: 3 clusters Score -1760128 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 12825 members 
Entering Unmasked Estep 
Score: -1760356.375000 Penalty: 4768.379883
	Iteration 23Q: 3 clusters Score -1760356 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -1760546.750000 Penalty: 4768.379883
	Iteration 24Q: 3 clusters Score -1760547 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -1760694.250000 Penalty: 4768.379883
	Iteration 25Q: 3 clusters Score -1760694 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -1760804.125000 Penalty: 4768.379883
	Iteration 26Q: 3 clusters Score -1760804 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 13569 members 
Entering Unmasked Estep 
Score: -1760893.125000 Penalty: 4768.379883
	Iteration 27Q: 3 clusters Score -1760893 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13690 members 
Entering Unmasked Estep 
Score: -1760970.125000 Penalty: 4768.379883
	Iteration 28Q: 3 clusters Score -1760970 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 13796 members 
Entering Unmasked Estep 
Score: -1761036.875000 Penalty: 4768.379883
	Iteration 29Q: 3 clusters Score -1761037 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 13880 members 
Entering Unmasked Estep 
Score: -1761081.625000 Penalty: 4768.379883
	Iteration 30Q: 3 clusters Score -1761082 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -1761121.000000 Penalty: 4768.379883
	Iteration 31Q: 3 clusters Score -1761121 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 14005 members 
Entering Unmasked Estep 
Score: -1761158.625000 Penalty: 4768.379883
	Iteration 32Q: 3 clusters Score -1761159 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -1761184.375000 Penalty: 4768.379883
	Iteration 33Q: 3 clusters Score -1761184 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -1761210.375000 Penalty: 4768.379883
	Iteration 34Q: 3 clusters Score -1761210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1761236.625000 Penalty: 4768.379883
	Iteration 35Q: 3 clusters Score -1761237 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -1761259.000000 Penalty: 4768.379883
	Iteration 36Q: 3 clusters Score -1761259 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -1761289.875000 Penalty: 4768.379883
	Iteration 37Q: 3 clusters Score -1761290 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 14220 members 
Entering Unmasked Estep 
Score: -1761308.625000 Penalty: 4768.379883
	Iteration 38Q: 3 clusters Score -1761309 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -1761328.250000 Penalty: 4768.379883
	Iteration 39Q: 3 clusters Score -1761328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -1761341.125000 Penalty: 4768.379883
	Iteration 40F: 3 clusters Score -1761341 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -1761358.500000 Penalty: 4768.379883
	Iteration 41Q: 3 clusters Score -1761358 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -1761371.250000 Penalty: 4768.379883
	Iteration 42Q: 3 clusters Score -1761371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -1761383.250000 Penalty: 4768.379883
	Iteration 43Q: 3 clusters Score -1761383 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -1761403.125000 Penalty: 4768.379883
	Iteration 44Q: 3 clusters Score -1761403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1761412.500000 Penalty: 4768.379883
	Iteration 45Q: 3 clusters Score -1761412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 14355 members 
Entering Unmasked Estep 
Score: -1761425.250000 Penalty: 4768.379883
	Iteration 46Q: 3 clusters Score -1761425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1761432.375000 Penalty: 4768.379883
	Iteration 47Q: 3 clusters Score -1761432 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 14365 members 
Entering Unmasked Estep 
Score: -1761435.500000 Penalty: 4768.379883
	Iteration 48Q: 3 clusters Score -1761436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -1761438.625000 Penalty: 4768.379883
	Iteration 49Q: 3 clusters Score -1761439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1761442.500000 Penalty: 4768.379883
	Iteration 50Q: 3 clusters Score -1761442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 14376 members 
Entering Unmasked Estep 
Score: -1761448.375000 Penalty: 4768.379883
	Iteration 51Q: 3 clusters Score -1761448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1761449.375000 Penalty: 4768.379883
	Iteration 52Q: 3 clusters Score -1761449 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 14379 members 
Entering Unmasked Estep 
Score: -1761449.375000 Penalty: 4768.379883
	Iteration 53F: 3 clusters Score -1761449 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -143180.609375 Penalty: 1864.345215
	Iteration 0F: 2 clusters Score -143180.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -140691.171875 Penalty: 3728.690430
	Iteration 0F: 3 clusters Score -140691.2 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -141254.453125 Penalty: 3728.690430
	Iteration 1F: 3 clusters Score -141254.5 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -141430.156250 Penalty: 3728.690430
	Iteration 2F: 3 clusters Score -141430.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -141535.625000 Penalty: 3728.690430
	Iteration 3F: 3 clusters Score -141535.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -141619.171875 Penalty: 3728.690430
	Iteration 4Q: 3 clusters Score -141619.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -141689.953125 Penalty: 3728.690430
	Iteration 5Q: 3 clusters Score -141690 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -141769.031250 Penalty: 3728.690430
	Iteration 6Q: 3 clusters Score -141769 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -141817.875000 Penalty: 3728.690430
	Iteration 7Q: 3 clusters Score -141817.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -141851.578125 Penalty: 3728.690430
	Iteration 8Q: 3 clusters Score -141851.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -141883.453125 Penalty: 3728.690430
	Iteration 9Q: 3 clusters Score -141883.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -141911.375000 Penalty: 3728.690430
	Iteration 10Q: 3 clusters Score -141911.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -141931.984375 Penalty: 3728.690430
	Iteration 11Q: 3 clusters Score -141932 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -141940.328125 Penalty: 3728.690430
	Iteration 12Q: 3 clusters Score -141940.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -141949.687500 Penalty: 3728.690430
	Iteration 13Q: 3 clusters Score -141949.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -141954.031250 Penalty: 3728.690430
	Iteration 14Q: 3 clusters Score -141954 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -141959.140625 Penalty: 3728.690430
	Iteration 15Q: 3 clusters Score -141959.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -141962.703125 Penalty: 3728.690430
	Iteration 16Q: 3 clusters Score -141962.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -141966.484375 Penalty: 3728.690430
	Iteration 17Q: 3 clusters Score -141966.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -141968.015625 Penalty: 3728.690430
	Iteration 18Q: 3 clusters Score -141968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -141970.468750 Penalty: 3728.690430
	Iteration 19Q: 3 clusters Score -141970.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -141972.750000 Penalty: 3728.690430
	Iteration 20F: 3 clusters Score -141972.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -141973.375000 Penalty: 3728.690430
	Iteration 21Q: 3 clusters Score -141973.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -141976.687500 Penalty: 3728.690430
	Iteration 22Q: 3 clusters Score -141976.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -141977.687500 Penalty: 3728.690430
	Iteration 23Q: 3 clusters Score -141977.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -141979.156250 Penalty: 3728.690430
	Iteration 24Q: 3 clusters Score -141979.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -141980.812500 Penalty: 3728.690430
	Iteration 25Q: 3 clusters Score -141980.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -141983.218750 Penalty: 3728.690430
	Iteration 26Q: 3 clusters Score -141983.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -141985.500000 Penalty: 3728.690430
	Iteration 27Q: 3 clusters Score -141985.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -141986.937500 Penalty: 3728.690430
	Iteration 28Q: 3 clusters Score -141986.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -141988.343750 Penalty: 3728.690430
	Iteration 29Q: 3 clusters Score -141988.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -141990.406250 Penalty: 3728.690430
	Iteration 30Q: 3 clusters Score -141990.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -141991.031250 Penalty: 3728.690430
	Iteration 31Q: 3 clusters Score -141991 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -141991.687500 Penalty: 3728.690430
	Iteration 32Q: 3 clusters Score -141991.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -141991.687500 Penalty: 3728.690430
	Iteration 33F: 3 clusters Score -141991.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Entering Unmasked Estep 
Score: -2510538.000000 Penalty: 2509.562500
	Iteration 0F: 2 clusters Score -2510538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12522 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2493346.000000 Penalty: 5019.125000
	Iteration 0F: 3 clusters Score -2493346 nChanged 11103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -2499353.250000 Penalty: 5019.125000
	Iteration 1F: 3 clusters Score -2499353 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 11160 members 
Entering Unmasked Estep 
Score: -2499931.000000 Penalty: 5019.125000
	Iteration 2F: 3 clusters Score -2499931 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2500578.000000 Penalty: 5019.125000
	Iteration 3F: 3 clusters Score -2500578 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 9749 members 
Entering Unmasked Estep 
Score: -2501354.250000 Penalty: 5019.125000
	Iteration 4F: 3 clusters Score -2501354 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 8703 members 
Entering Unmasked Estep 
Score: -2502339.000000 Penalty: 5019.125000
	Iteration 5F: 3 clusters Score -2502339 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17351 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2503531.250000 Penalty: 5019.125000
	Iteration 6F: 3 clusters Score -2503531 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -2504604.750000 Penalty: 5019.125000
	Iteration 7F: 3 clusters Score -2504605 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2505490.250000 Penalty: 5019.125000
	Iteration 8F: 3 clusters Score -2505490 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -2506178.000000 Penalty: 5019.125000
	Iteration 9Q: 3 clusters Score -2506178 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 3381 members 
Entering Unmasked Estep 
Score: -2506766.250000 Penalty: 5019.125000
	Iteration 10Q: 3 clusters Score -2506766 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -2507239.500000 Penalty: 5019.125000
	Iteration 11Q: 3 clusters Score -2507240 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22602 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -2507571.750000 Penalty: 5019.125000
	Iteration 12Q: 3 clusters Score -2507572 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22976 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -2507844.000000 Penalty: 5019.125000
	Iteration 13Q: 3 clusters Score -2507844 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2508021.750000 Penalty: 5019.125000
	Iteration 14Q: 3 clusters Score -2508022 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -2508165.000000 Penalty: 5019.125000
	Iteration 15Q: 3 clusters Score -2508165 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23603 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2508259.750000 Penalty: 5019.125000
	Iteration 16Q: 3 clusters Score -2508260 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -2508342.500000 Penalty: 5019.125000
	Iteration 17Q: 3 clusters Score -2508342 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2508396.750000 Penalty: 5019.125000
	Iteration 18Q: 3 clusters Score -2508397 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -2508443.250000 Penalty: 5019.125000
	Iteration 19Q: 3 clusters Score -2508443 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -2508466.500000 Penalty: 5019.125000
	Iteration 20F: 3 clusters Score -2508466 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23872 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -2508484.500000 Penalty: 5019.125000
	Iteration 21Q: 3 clusters Score -2508484 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23893 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -2508497.750000 Penalty: 5019.125000
	Iteration 22Q: 3 clusters Score -2508498 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23909 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -2508504.750000 Penalty: 5019.125000
	Iteration 23Q: 3 clusters Score -2508505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23920 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -2508517.000000 Penalty: 5019.125000
	Iteration 24Q: 3 clusters Score -2508517 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23930 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -2508520.250000 Penalty: 5019.125000
	Iteration 25Q: 3 clusters Score -2508520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2508525.250000 Penalty: 5019.125000
	Iteration 26Q: 3 clusters Score -2508525 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23933 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -2508532.750000 Penalty: 5019.125000
	Iteration 27Q: 3 clusters Score -2508533 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -2508535.250000 Penalty: 5019.125000
	Iteration 28Q: 3 clusters Score -2508535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2508536.750000 Penalty: 5019.125000
	Iteration 29Q: 3 clusters Score -2508537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2508538.750000 Penalty: 5019.125000
	Iteration 30Q: 3 clusters Score -2508539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2508539.250000 Penalty: 5019.125000
	Iteration 31Q: 3 clusters Score -2508539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -2508538.750000 Penalty: 5019.125000
	Iteration 32Q: 3 clusters Score -2508539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2508539.500000 Penalty: 5019.125000
	Iteration 33Q: 3 clusters Score -2508540 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2508539.750000 Penalty: 5019.125000
	Iteration 34Q: 3 clusters Score -2508540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2508539.750000 Penalty: 5019.125000
	Iteration 35F: 3 clusters Score -2508540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Entering Unmasked Estep 
Score: -2172224.000000 Penalty: 2448.050293
	Iteration 0F: 2 clusters Score -2172224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9697 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -2158548.250000 Penalty: 4896.100586
	Iteration 0F: 3 clusters Score -2158548 nChanged 8480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -2163132.250000 Penalty: 4896.100586
	Iteration 1F: 3 clusters Score -2163132 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -2163541.250000 Penalty: 4896.100586
	Iteration 2F: 3 clusters Score -2163541 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -2163893.250000 Penalty: 4896.100586
	Iteration 3Q: 3 clusters Score -2163893 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9434 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -2164260.000000 Penalty: 4896.100586
	Iteration 4Q: 3 clusters Score -2164260 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9238 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -2164706.500000 Penalty: 4896.100586
	Iteration 5Q: 3 clusters Score -2164706 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -2165184.000000 Penalty: 4896.100586
	Iteration 6Q: 3 clusters Score -2165184 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -2165683.750000 Penalty: 4896.100586
	Iteration 7Q: 3 clusters Score -2165684 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8733 members 
Mstep: Class 2 contains 10631 members 
Entering Unmasked Estep 
Score: -2166142.000000 Penalty: 4896.100586
	Iteration 8Q: 3 clusters Score -2166142 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 10722 members 
Entering Unmasked Estep 
Score: -2166542.750000 Penalty: 4896.100586
	Iteration 9Q: 3 clusters Score -2166543 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 10791 members 
Entering Unmasked Estep 
Score: -2166913.250000 Penalty: 4896.100586
	Iteration 10Q: 3 clusters Score -2166913 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8517 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2167181.750000 Penalty: 4896.100586
	Iteration 11Q: 3 clusters Score -2167182 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -2167441.500000 Penalty: 4896.100586
	Iteration 12Q: 3 clusters Score -2167442 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -2167682.250000 Penalty: 4896.100586
	Iteration 13Q: 3 clusters Score -2167682 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8341 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2167933.750000 Penalty: 4896.100586
	Iteration 14Q: 3 clusters Score -2167934 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2168175.750000 Penalty: 4896.100586
	Iteration 15Q: 3 clusters Score -2168176 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2168430.000000 Penalty: 4896.100586
	Iteration 16Q: 3 clusters Score -2168430 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -2168627.250000 Penalty: 4896.100586
	Iteration 17Q: 3 clusters Score -2168627 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7960 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -2168788.250000 Penalty: 4896.100586
	Iteration 18Q: 3 clusters Score -2168788 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7854 members 
Mstep: Class 2 contains 11510 members 
Entering Unmasked Estep 
Score: -2168923.000000 Penalty: 4896.100586
	Iteration 19Q: 3 clusters Score -2168923 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7771 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -2168997.500000 Penalty: 4896.100586
	Iteration 20F: 3 clusters Score -2168998 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -2169043.750000 Penalty: 4896.100586
	Iteration 21Q: 3 clusters Score -2169044 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -2169068.000000 Penalty: 4896.100586
	Iteration 22Q: 3 clusters Score -2169068 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7534 members 
Mstep: Class 2 contains 11830 members 
Entering Unmasked Estep 
Score: -2169088.250000 Penalty: 4896.100586
	Iteration 23Q: 3 clusters Score -2169088 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -2169119.750000 Penalty: 4896.100586
	Iteration 24Q: 3 clusters Score -2169120 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 11936 members 
Entering Unmasked Estep 
Score: -2169137.250000 Penalty: 4896.100586
	Iteration 25Q: 3 clusters Score -2169137 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2169149.000000 Penalty: 4896.100586
	Iteration 26Q: 3 clusters Score -2169149 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7327 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -2169155.750000 Penalty: 4896.100586
	Iteration 27Q: 3 clusters Score -2169156 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 12096 members 
Entering Unmasked Estep 
Score: -2169165.750000 Penalty: 4896.100586
	Iteration 28Q: 3 clusters Score -2169166 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2169186.500000 Penalty: 4896.100586
	Iteration 29Q: 3 clusters Score -2169186 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2169199.250000 Penalty: 4896.100586
	Iteration 30Q: 3 clusters Score -2169199 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -2169192.750000 Penalty: 4896.100586
	Iteration 31Q: 3 clusters Score -2169193 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7121 members 
Mstep: Class 2 contains 12243 members 
Entering Unmasked Estep 
Score: -2169201.250000 Penalty: 4896.100586
	Iteration 32Q: 3 clusters Score -2169201 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7090 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2169207.750000 Penalty: 4896.100586
	Iteration 33Q: 3 clusters Score -2169208 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2169212.500000 Penalty: 4896.100586
	Iteration 34Q: 3 clusters Score -2169212 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 12339 members 
Entering Unmasked Estep 
Score: -2169216.500000 Penalty: 4896.100586
	Iteration 35Q: 3 clusters Score -2169216 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 12375 members 
Entering Unmasked Estep 
Score: -2169216.000000 Penalty: 4896.100586
	Iteration 36Q: 3 clusters Score -2169216 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6954 members 
Mstep: Class 2 contains 12410 members 
Entering Unmasked Estep 
Score: -2169221.500000 Penalty: 4896.100586
	Iteration 37Q: 3 clusters Score -2169222 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -2169234.750000 Penalty: 4896.100586
	Iteration 38Q: 3 clusters Score -2169235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -2169234.250000 Penalty: 4896.100586
	Iteration 39Q: 3 clusters Score -2169234 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 12521 members 
Entering Unmasked Estep 
Score: -2169242.500000 Penalty: 4896.100586
	Iteration 40F: 3 clusters Score -2169242 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 12564 members 
Entering Unmasked Estep 
Score: -2169253.250000 Penalty: 4896.100586
	Iteration 41Q: 3 clusters Score -2169253 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 12601 members 
Entering Unmasked Estep 
Score: -2169258.750000 Penalty: 4896.100586
	Iteration 42Q: 3 clusters Score -2169259 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -2169262.750000 Penalty: 4896.100586
	Iteration 43Q: 3 clusters Score -2169263 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -2169273.500000 Penalty: 4896.100586
	Iteration 44Q: 3 clusters Score -2169274 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2169276.750000 Penalty: 4896.100586
	Iteration 45Q: 3 clusters Score -2169277 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2169281.500000 Penalty: 4896.100586
	Iteration 46Q: 3 clusters Score -2169282 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -2169286.750000 Penalty: 4896.100586
	Iteration 47Q: 3 clusters Score -2169287 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -2169292.000000 Penalty: 4896.100586
	Iteration 48Q: 3 clusters Score -2169292 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 12861 members 
Entering Unmasked Estep 
Score: -2169297.250000 Penalty: 4896.100586
	Iteration 49Q: 3 clusters Score -2169297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 12892 members 
Entering Unmasked Estep 
Score: -2169299.000000 Penalty: 4896.100586
	Iteration 50Q: 3 clusters Score -2169299 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -2169301.250000 Penalty: 4896.100586
	Iteration 51Q: 3 clusters Score -2169301 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -2169310.250000 Penalty: 4896.100586
	Iteration 52Q: 3 clusters Score -2169310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -2169312.500000 Penalty: 4896.100586
	Iteration 53Q: 3 clusters Score -2169312 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 12996 members 
Entering Unmasked Estep 
Score: -2169310.500000 Penalty: 4896.100586
	Iteration 54Q: 3 clusters Score -2169310 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -2169315.500000 Penalty: 4896.100586
	Iteration 55Q: 3 clusters Score -2169316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 13036 members 
Entering Unmasked Estep 
Score: -2169316.000000 Penalty: 4896.100586
	Iteration 56Q: 3 clusters Score -2169316 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 13052 members 
Entering Unmasked Estep 
Score: -2169321.750000 Penalty: 4896.100586
	Iteration 57Q: 3 clusters Score -2169322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 13064 members 
Entering Unmasked Estep 
Score: -2169321.000000 Penalty: 4896.100586
	Iteration 58Q: 3 clusters Score -2169321 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -2169318.250000 Penalty: 4896.100586
	Iteration 59Q: 3 clusters Score -2169318 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2169323.000000 Penalty: 4896.100586
	Iteration 60F: 3 clusters Score -2169323 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -2169328.250000 Penalty: 4896.100586
	Iteration 61Q: 3 clusters Score -2169328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2169328.500000 Penalty: 4896.100586
	Iteration 62Q: 3 clusters Score -2169328 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6215 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -2169328.000000 Penalty: 4896.100586
	Iteration 63Q: 3 clusters Score -2169328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -2169331.000000 Penalty: 4896.100586
	Iteration 64Q: 3 clusters Score -2169331 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -2169336.250000 Penalty: 4896.100586
	Iteration 65Q: 3 clusters Score -2169336 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -2169339.000000 Penalty: 4896.100586
	Iteration 66Q: 3 clusters Score -2169339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -2169333.250000 Penalty: 4896.100586
	Iteration 67Q: 3 clusters Score -2169333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 13203 members 
Entering Unmasked Estep 
Score: -2169337.500000 Penalty: 4896.100586
	Iteration 68Q: 3 clusters Score -2169338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6157 members 
Mstep: Class 2 contains 13207 members 
Entering Unmasked Estep 
Score: -2169338.250000 Penalty: 4896.100586
	Iteration 69Q: 3 clusters Score -2169338 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6148 members 
Mstep: Class 2 contains 13216 members 
Entering Unmasked Estep 
Score: -2169342.750000 Penalty: 4896.100586
	Iteration 70Q: 3 clusters Score -2169343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 13223 members 
Entering Unmasked Estep 
Score: -2169341.000000 Penalty: 4896.100586
	Iteration 71Q: 3 clusters Score -2169341 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2169343.000000 Penalty: 4896.100586
	Iteration 72Q: 3 clusters Score -2169343 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 13238 members 
Entering Unmasked Estep 
Score: -2169344.250000 Penalty: 4896.100586
	Iteration 73Q: 3 clusters Score -2169344 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6114 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2169349.500000 Penalty: 4896.100586
	Iteration 74Q: 3 clusters Score -2169350 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -2169349.000000 Penalty: 4896.100586
	Iteration 75Q: 3 clusters Score -2169349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
Score: -2169349.000000 Penalty: 4896.100586
	Iteration 76Q: 3 clusters Score -2169349 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 13290 members 
Entering Unmasked Estep 
Score: -2169348.000000 Penalty: 4896.100586
	Iteration 77Q: 3 clusters Score -2169348 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 13307 members 
Entering Unmasked Estep 
Score: -2169351.250000 Penalty: 4896.100586
	Iteration 78Q: 3 clusters Score -2169351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -2169350.750000 Penalty: 4896.100586
	Iteration 79Q: 3 clusters Score -2169351 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6021 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -2169351.500000 Penalty: 4896.100586
	Iteration 80F: 3 clusters Score -2169352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -2169352.250000 Penalty: 4896.100586
	Iteration 81Q: 3 clusters Score -2169352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5994 members 
Mstep: Class 2 contains 13370 members 
Entering Unmasked Estep 
Score: -2169352.500000 Penalty: 4896.100586
	Iteration 82Q: 3 clusters Score -2169352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -2169351.000000 Penalty: 4896.100586
	Iteration 83Q: 3 clusters Score -2169351 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 13393 members 
Entering Unmasked Estep 
Score: -2169349.500000 Penalty: 4896.100586
	Iteration 84Q: 3 clusters Score -2169350 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -2169352.250000 Penalty: 4896.100586
	Iteration 85Q: 3 clusters Score -2169352 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 13414 members 
Entering Unmasked Estep 
Score: -2169348.250000 Penalty: 4896.100586
	Iteration 86Q: 3 clusters Score -2169348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5938 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2169355.000000 Penalty: 4896.100586
	Iteration 87Q: 3 clusters Score -2169355 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -2169356.500000 Penalty: 4896.100586
	Iteration 88Q: 3 clusters Score -2169356 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 13454 members 
Entering Unmasked Estep 
Score: -2169358.750000 Penalty: 4896.100586
	Iteration 89Q: 3 clusters Score -2169359 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 13472 members 
Entering Unmasked Estep 
Score: -2169360.250000 Penalty: 4896.100586
	Iteration 90Q: 3 clusters Score -2169360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2169366.500000 Penalty: 4896.100586
	Iteration 91Q: 3 clusters Score -2169366 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 13520 members 
Entering Unmasked Estep 
Score: -2169372.000000 Penalty: 4896.100586
	Iteration 92Q: 3 clusters Score -2169372 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -2169377.250000 Penalty: 4896.100586
	Iteration 93Q: 3 clusters Score -2169377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -2169381.250000 Penalty: 4896.100586
	Iteration 94Q: 3 clusters Score -2169381 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5790 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2169379.250000 Penalty: 4896.100586
	Iteration 95Q: 3 clusters Score -2169379 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -2169378.250000 Penalty: 4896.100586
	Iteration 96Q: 3 clusters Score -2169378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 13609 members 
Entering Unmasked Estep 
Score: -2169380.500000 Penalty: 4896.100586
	Iteration 97Q: 3 clusters Score -2169380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -2169381.500000 Penalty: 4896.100586
	Iteration 98Q: 3 clusters Score -2169382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 13644 members 
Entering Unmasked Estep 
Score: -2169386.000000 Penalty: 4896.100586
	Iteration 99Q: 3 clusters Score -2169386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -2169384.500000 Penalty: 4896.100586
	Iteration 100F: 3 clusters Score -2169384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -2169387.500000 Penalty: 4896.100586
	Iteration 101Q: 3 clusters Score -2169388 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 13698 members 
Entering Unmasked Estep 
Score: -2169389.000000 Penalty: 4896.100586
	Iteration 102Q: 3 clusters Score -2169389 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -2169393.000000 Penalty: 4896.100586
	Iteration 103Q: 3 clusters Score -2169393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 13728 members 
Entering Unmasked Estep 
Score: -2169394.250000 Penalty: 4896.100586
	Iteration 104Q: 3 clusters Score -2169394 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -2169392.750000 Penalty: 4896.100586
	Iteration 105Q: 3 clusters Score -2169393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -2169393.500000 Penalty: 4896.100586
	Iteration 106Q: 3 clusters Score -2169394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5616 members 
Mstep: Class 2 contains 13748 members 
Entering Unmasked Estep 
Score: -2169399.500000 Penalty: 4896.100586
	Iteration 107Q: 3 clusters Score -2169400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2169398.500000 Penalty: 4896.100586
	Iteration 108Q: 3 clusters Score -2169398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -2169398.000000 Penalty: 4896.100586
	Iteration 109Q: 3 clusters Score -2169398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 13786 members 
Entering Unmasked Estep 
Score: -2169401.500000 Penalty: 4896.100586
	Iteration 110Q: 3 clusters Score -2169402 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 13797 members 
Entering Unmasked Estep 
Score: -2169400.000000 Penalty: 4896.100586
	Iteration 111Q: 3 clusters Score -2169400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -2169402.250000 Penalty: 4896.100586
	Iteration 112Q: 3 clusters Score -2169402 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -2169400.500000 Penalty: 4896.100586
	Iteration 113Q: 3 clusters Score -2169400 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 13835 members 
Entering Unmasked Estep 
Score: -2169402.000000 Penalty: 4896.100586
	Iteration 114Q: 3 clusters Score -2169402 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -2169409.250000 Penalty: 4896.100586
	Iteration 115Q: 3 clusters Score -2169409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 13869 members 
Entering Unmasked Estep 
Score: -2169414.500000 Penalty: 4896.100586
	Iteration 116Q: 3 clusters Score -2169414 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -2169418.500000 Penalty: 4896.100586
	Iteration 117Q: 3 clusters Score -2169418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -2169424.750000 Penalty: 4896.100586
	Iteration 118Q: 3 clusters Score -2169425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -2169428.500000 Penalty: 4896.100586
	Iteration 119Q: 3 clusters Score -2169428 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -2169429.500000 Penalty: 4896.100586
	Iteration 120F: 3 clusters Score -2169430 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -2169429.500000 Penalty: 4896.100586
	Iteration 121Q: 3 clusters Score -2169430 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -2169428.000000 Penalty: 4896.100586
	Iteration 122Q: 3 clusters Score -2169428 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -2169427.250000 Penalty: 4896.100586
	Iteration 123Q: 3 clusters Score -2169427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2169426.000000 Penalty: 4896.100586
	Iteration 124Q: 3 clusters Score -2169426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 13997 members 
Entering Unmasked Estep 
Score: -2169421.000000 Penalty: 4896.100586
	Iteration 125Q: 3 clusters Score -2169421 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 14008 members 
Entering Unmasked Estep 
Score: -2169428.000000 Penalty: 4896.100586
	Iteration 126Q: 3 clusters Score -2169428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2169432.500000 Penalty: 4896.100586
	Iteration 127Q: 3 clusters Score -2169432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 14034 members 
Entering Unmasked Estep 
Score: -2169434.750000 Penalty: 4896.100586
	Iteration 128Q: 3 clusters Score -2169435 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -2169440.750000 Penalty: 4896.100586
	Iteration 129Q: 3 clusters Score -2169441 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5304 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -2169440.500000 Penalty: 4896.100586
	Iteration 130Q: 3 clusters Score -2169440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -2169438.750000 Penalty: 4896.100586
	Iteration 131Q: 3 clusters Score -2169439 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5266 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -2169442.750000 Penalty: 4896.100586
	Iteration 132Q: 3 clusters Score -2169443 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5253 members 
Mstep: Class 2 contains 14111 members 
Entering Unmasked Estep 
Score: -2169445.000000 Penalty: 4896.100586
	Iteration 133Q: 3 clusters Score -2169445 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -2169445.750000 Penalty: 4896.100586
	Iteration 134Q: 3 clusters Score -2169446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2169445.000000 Penalty: 4896.100586
	Iteration 135Q: 3 clusters Score -2169445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -2169444.000000 Penalty: 4896.100586
	Iteration 136Q: 3 clusters Score -2169444 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 14156 members 
Entering Unmasked Estep 
Score: -2169448.750000 Penalty: 4896.100586
	Iteration 137Q: 3 clusters Score -2169449 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -2169441.750000 Penalty: 4896.100586
	Iteration 138Q: 3 clusters Score -2169442 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -2169448.250000 Penalty: 4896.100586
	Iteration 139Q: 3 clusters Score -2169448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -2169452.500000 Penalty: 4896.100586
	Iteration 140F: 3 clusters Score -2169452 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -2169454.750000 Penalty: 4896.100586
	Iteration 141Q: 3 clusters Score -2169455 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 14227 members 
Entering Unmasked Estep 
Score: -2169455.250000 Penalty: 4896.100586
	Iteration 142Q: 3 clusters Score -2169455 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 14243 members 
Entering Unmasked Estep 
Score: -2169451.500000 Penalty: 4896.100586
	Iteration 143Q: 3 clusters Score -2169452 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
Score: -2169459.500000 Penalty: 4896.100586
	Iteration 144Q: 3 clusters Score -2169460 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 14312 members 
Entering Unmasked Estep 
Score: -2169465.000000 Penalty: 4896.100586
	Iteration 145Q: 3 clusters Score -2169465 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 14350 members 
Entering Unmasked Estep 
Score: -2169470.000000 Penalty: 4896.100586
	Iteration 146Q: 3 clusters Score -2169470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -2169470.000000 Penalty: 4896.100586
	Iteration 147Q: 3 clusters Score -2169470 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 14446 members 
Entering Unmasked Estep 
Score: -2169483.500000 Penalty: 4896.100586
	Iteration 148Q: 3 clusters Score -2169484 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -2169500.500000 Penalty: 4896.100586
	Iteration 149Q: 3 clusters Score -2169500 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -2169514.000000 Penalty: 4896.100586
	Iteration 150Q: 3 clusters Score -2169514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2169522.000000 Penalty: 4896.100586
	Iteration 151Q: 3 clusters Score -2169522 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4639 members 
Mstep: Class 2 contains 14725 members 
Entering Unmasked Estep 
Score: -2169551.250000 Penalty: 4896.100586
	Iteration 152Q: 3 clusters Score -2169551 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -2169568.250000 Penalty: 4896.100586
	Iteration 153Q: 3 clusters Score -2169568 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 14861 members 
Entering Unmasked Estep 
Score: -2169588.750000 Penalty: 4896.100586
	Iteration 154Q: 3 clusters Score -2169589 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -2169603.500000 Penalty: 4896.100586
	Iteration 155Q: 3 clusters Score -2169604 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -2169627.000000 Penalty: 4896.100586
	Iteration 156Q: 3 clusters Score -2169627 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 15094 members 
Entering Unmasked Estep 
Score: -2169654.000000 Penalty: 4896.100586
	Iteration 157Q: 3 clusters Score -2169654 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -2169677.000000 Penalty: 4896.100586
	Iteration 158Q: 3 clusters Score -2169677 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 15245 members 
Entering Unmasked Estep 
Score: -2169701.250000 Penalty: 4896.100586
	Iteration 159Q: 3 clusters Score -2169701 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2169727.250000 Penalty: 4896.100586
	Iteration 160F: 3 clusters Score -2169727 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -2169751.250000 Penalty: 4896.100586
	Iteration 161Q: 3 clusters Score -2169751 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 15475 members 
Entering Unmasked Estep 
Score: -2169768.000000 Penalty: 4896.100586
	Iteration 162Q: 3 clusters Score -2169768 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -2169786.000000 Penalty: 4896.100586
	Iteration 163Q: 3 clusters Score -2169786 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 15601 members 
Entering Unmasked Estep 
Score: -2169802.500000 Penalty: 4896.100586
	Iteration 164Q: 3 clusters Score -2169802 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -2169824.250000 Penalty: 4896.100586
	Iteration 165Q: 3 clusters Score -2169824 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 15758 members 
Entering Unmasked Estep 
Score: -2169858.750000 Penalty: 4896.100586
	Iteration 166Q: 3 clusters Score -2169859 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -2169875.750000 Penalty: 4896.100586
	Iteration 167Q: 3 clusters Score -2169876 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -2169888.750000 Penalty: 4896.100586
	Iteration 168Q: 3 clusters Score -2169889 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 15968 members 
Entering Unmasked Estep 
Score: -2169912.250000 Penalty: 4896.100586
	Iteration 169Q: 3 clusters Score -2169912 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 16023 members 
Entering Unmasked Estep 
Score: -2169930.500000 Penalty: 4896.100586
	Iteration 170Q: 3 clusters Score -2169930 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -2169946.000000 Penalty: 4896.100586
	Iteration 171Q: 3 clusters Score -2169946 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2169959.500000 Penalty: 4896.100586
	Iteration 172Q: 3 clusters Score -2169960 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -2169970.750000 Penalty: 4896.100586
	Iteration 173Q: 3 clusters Score -2169971 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3133 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -2169977.250000 Penalty: 4896.100586
	Iteration 174Q: 3 clusters Score -2169977 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 16275 members 
Entering Unmasked Estep 
Score: -2169988.250000 Penalty: 4896.100586
	Iteration 175Q: 3 clusters Score -2169988 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 16325 members 
Entering Unmasked Estep 
Score: -2170007.000000 Penalty: 4896.100586
	Iteration 176Q: 3 clusters Score -2170007 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -2170021.000000 Penalty: 4896.100586
	Iteration 177Q: 3 clusters Score -2170021 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2170035.500000 Penalty: 4896.100586
	Iteration 178Q: 3 clusters Score -2170036 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 16499 members 
Entering Unmasked Estep 
Score: -2170052.000000 Penalty: 4896.100586
	Iteration 179Q: 3 clusters Score -2170052 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -2170067.000000 Penalty: 4896.100586
	Iteration 180F: 3 clusters Score -2170067 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 16597 members 
Entering Unmasked Estep 
Score: -2170078.750000 Penalty: 4896.100586
	Iteration 181Q: 3 clusters Score -2170079 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 16657 members 
Entering Unmasked Estep 
Score: -2170103.500000 Penalty: 4896.100586
	Iteration 182Q: 3 clusters Score -2170104 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2170120.250000 Penalty: 4896.100586
	Iteration 183Q: 3 clusters Score -2170120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -2170125.500000 Penalty: 4896.100586
	Iteration 184Q: 3 clusters Score -2170126 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -2170136.500000 Penalty: 4896.100586
	Iteration 185Q: 3 clusters Score -2170136 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 16802 members 
Entering Unmasked Estep 
Score: -2170144.750000 Penalty: 4896.100586
	Iteration 186Q: 3 clusters Score -2170145 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 16823 members 
Entering Unmasked Estep 
Score: -2170148.500000 Penalty: 4896.100586
	Iteration 187Q: 3 clusters Score -2170148 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -2170151.000000 Penalty: 4896.100586
	Iteration 188Q: 3 clusters Score -2170151 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -2170150.500000 Penalty: 4896.100586
	Iteration 189Q: 3 clusters Score -2170150 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2475 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2170158.500000 Penalty: 4896.100586
	Iteration 190Q: 3 clusters Score -2170158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -2170161.000000 Penalty: 4896.100586
	Iteration 191Q: 3 clusters Score -2170161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -2170156.500000 Penalty: 4896.100586
	Iteration 192Q: 3 clusters Score -2170156 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
Score: -2170159.000000 Penalty: 4896.100586
	Iteration 193Q: 3 clusters Score -2170159 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -2170165.250000 Penalty: 4896.100586
	Iteration 194Q: 3 clusters Score -2170165 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2170168.500000 Penalty: 4896.100586
	Iteration 195Q: 3 clusters Score -2170168 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16944 members 
Entering Unmasked Estep 
Score: -2170170.750000 Penalty: 4896.100586
	Iteration 196Q: 3 clusters Score -2170171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -2170171.500000 Penalty: 4896.100586
	Iteration 197Q: 3 clusters Score -2170172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -2170174.750000 Penalty: 4896.100586
	Iteration 198Q: 3 clusters Score -2170175 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -2170177.250000 Penalty: 4896.100586
	Iteration 199Q: 3 clusters Score -2170177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2170175.750000 Penalty: 4896.100586
	Iteration 200F: 3 clusters Score -2170176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 16992 members 
Entering Unmasked Estep 
Score: -2170178.000000 Penalty: 4896.100586
	Iteration 201Q: 3 clusters Score -2170178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 16998 members 
Entering Unmasked Estep 
Score: -2170176.750000 Penalty: 4896.100586
	Iteration 202Q: 3 clusters Score -2170177 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -2170177.000000 Penalty: 4896.100586
	Iteration 203Q: 3 clusters Score -2170177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
Score: -2170180.750000 Penalty: 4896.100586
	Iteration 204Q: 3 clusters Score -2170181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 17007 members 
Entering Unmasked Estep 
Score: -2170183.500000 Penalty: 4896.100586
	Iteration 205Q: 3 clusters Score -2170184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2170182.000000 Penalty: 4896.100586
	Iteration 206Q: 3 clusters Score -2170182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -2170183.500000 Penalty: 4896.100586
	Iteration 207Q: 3 clusters Score -2170184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
Score: -2170184.250000 Penalty: 4896.100586
	Iteration 208Q: 3 clusters Score -2170184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2170184.500000 Penalty: 4896.100586
	Iteration 209Q: 3 clusters Score -2170184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -2170184.500000 Penalty: 4896.100586
	Iteration 210F: 3 clusters Score -2170184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164409 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164409 members 
Entering Unmasked Estep 
Score: -19530994.000000 Penalty: 2978.508057
	Iteration 0F: 2 clusters Score -1.953099e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 82370 members 
Entering Unmasked Estep 
Score: -19421286.000000 Penalty: 5957.016113
	Iteration 0F: 3 clusters Score -1.942129e+07 nChanged 78721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80532 members 
Mstep: Class 2 contains 83877 members 
Entering Unmasked Estep 
Score: -19466696.000000 Penalty: 5957.016113
	Iteration 1F: 3 clusters Score -1.94667e+07 nChanged 4601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79255 members 
Mstep: Class 2 contains 85154 members 
Entering Unmasked Estep 
Score: -19467490.000000 Penalty: 5957.016113
	Iteration 2Q: 3 clusters Score -1.946749e+07 nChanged 4747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77158 members 
Mstep: Class 2 contains 87251 members 
Entering Unmasked Estep 
Score: -19468686.000000 Penalty: 5957.016113
	Iteration 3Q: 3 clusters Score -1.946869e+07 nChanged 5112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74088 members 
Mstep: Class 2 contains 90321 members 
Entering Unmasked Estep 
Score: -19470132.000000 Penalty: 5957.016113
	Iteration 4Q: 3 clusters Score -1.947013e+07 nChanged 5976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 94915 members 
Entering Unmasked Estep 
Score: -19472372.000000 Penalty: 5957.016113
	Iteration 5Q: 3 clusters Score -1.947237e+07 nChanged 7348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62936 members 
Mstep: Class 2 contains 101473 members 
Entering Unmasked Estep 
Score: -19476206.000000 Penalty: 5957.016113
	Iteration 6Q: 3 clusters Score -1.947621e+07 nChanged 9370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 110501 members 
Entering Unmasked Estep 
Score: -19482304.000000 Penalty: 5957.016113
	Iteration 7F: 3 clusters Score -1.94823e+07 nChanged 11737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 122096 members 
Entering Unmasked Estep 
Score: -19491720.000000 Penalty: 5957.016113
	Iteration 8F: 3 clusters Score -1.949172e+07 nChanged 12880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 134934 members 
Entering Unmasked Estep 
Score: -19503230.000000 Penalty: 5957.016113
	Iteration 9F: 3 clusters Score -1.950323e+07 nChanged 11587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17894 members 
Mstep: Class 2 contains 146515 members 
Entering Unmasked Estep 
Score: -19513862.000000 Penalty: 5957.016113
	Iteration 10F: 3 clusters Score -1.951386e+07 nChanged 8420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 154935 members 
Entering Unmasked Estep 
Score: -19521320.000000 Penalty: 5957.016113
	Iteration 11F: 3 clusters Score -1.952132e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 159848 members 
Entering Unmasked Estep 
Score: -19525238.000000 Penalty: 5957.016113
	Iteration 12Q: 3 clusters Score -1.952524e+07 nChanged 2348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 162190 members 
Entering Unmasked Estep 
Score: -19527036.000000 Penalty: 5957.016113
	Iteration 13Q: 3 clusters Score -1.952704e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 163187 members 
Entering Unmasked Estep 
Score: -19527726.000000 Penalty: 5957.016113
	Iteration 14Q: 3 clusters Score -1.952773e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 163607 members 
Entering Unmasked Estep 
Score: -19528030.000000 Penalty: 5957.016113
	Iteration 15Q: 3 clusters Score -1.952803e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 163783 members 
Entering Unmasked Estep 
Score: -19528180.000000 Penalty: 5957.016113
	Iteration 16Q: 3 clusters Score -1.952818e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 163860 members 
Entering Unmasked Estep 
Score: -19528244.000000 Penalty: 5957.016113
	Iteration 17Q: 3 clusters Score -1.952824e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 163911 members 
Entering Unmasked Estep 
Score: -19528306.000000 Penalty: 5957.016113
	Iteration 18Q: 3 clusters Score -1.952831e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 163940 members 
Entering Unmasked Estep 
Score: -19528340.000000 Penalty: 5957.016113
	Iteration 19Q: 3 clusters Score -1.952834e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 163959 members 
Entering Unmasked Estep 
Score: -19528360.000000 Penalty: 5957.016113
	Iteration 20F: 3 clusters Score -1.952836e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 163960 members 
Entering Unmasked Estep 
Score: -19528376.000000 Penalty: 5957.016113
	Iteration 21Q: 3 clusters Score -1.952838e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 163966 members 
Entering Unmasked Estep 
Score: -19528394.000000 Penalty: 5957.016113
	Iteration 22Q: 3 clusters Score -1.952839e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 163974 members 
Entering Unmasked Estep 
Score: -19528412.000000 Penalty: 5957.016113
	Iteration 23Q: 3 clusters Score -1.952841e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 163975 members 
Entering Unmasked Estep 
Score: -19528410.000000 Penalty: 5957.016113
	Iteration 24Q: 3 clusters Score -1.952841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 163976 members 
Entering Unmasked Estep 
Score: -19528418.000000 Penalty: 5957.016113
	Iteration 25Q: 3 clusters Score -1.952842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 163976 members 
Entering Unmasked Estep 
Score: -19528410.000000 Penalty: 5957.016113
	Iteration 26Q: 3 clusters Score -1.952841e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 163977 members 
Entering Unmasked Estep 
Score: -19528424.000000 Penalty: 5957.016113
	Iteration 27Q: 3 clusters Score -1.952842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 163979 members 
Entering Unmasked Estep 
Score: -19528420.000000 Penalty: 5957.016113
	Iteration 28Q: 3 clusters Score -1.952842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 163980 members 
Entering Unmasked Estep 
Score: -19528420.000000 Penalty: 5957.016113
	Iteration 29Q: 3 clusters Score -1.952842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 163981 members 
Entering Unmasked Estep 
Score: -19528416.000000 Penalty: 5957.016113
	Iteration 30Q: 3 clusters Score -1.952842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 163985 members 
Entering Unmasked Estep 
Score: -19528418.000000 Penalty: 5957.016113
	Iteration 31Q: 3 clusters Score -1.952842e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 163987 members 
Entering Unmasked Estep 
Score: -19528418.000000 Penalty: 5957.016113
	Iteration 32Q: 3 clusters Score -1.952842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 163989 members 
Entering Unmasked Estep 
Score: -19528410.000000 Penalty: 5957.016113
	Iteration 33Q: 3 clusters Score -1.952841e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 163991 members 
Entering Unmasked Estep 
Score: -19528418.000000 Penalty: 5957.016113
	Iteration 34Q: 3 clusters Score -1.952842e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 163995 members 
Entering Unmasked Estep 
Score: -19528418.000000 Penalty: 5957.016113
	Iteration 35Q: 3 clusters Score -1.952842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 163996 members 
Entering Unmasked Estep 
Score: -19528414.000000 Penalty: 5957.016113
	Iteration 36Q: 3 clusters Score -1.952841e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 163997 members 
Entering Unmasked Estep 
Score: -19528416.000000 Penalty: 5957.016113
	Iteration 37Q: 3 clusters Score -1.952842e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 163998 members 
Entering Unmasked Estep 
Score: -19528414.000000 Penalty: 5957.016113
	Iteration 38Q: 3 clusters Score -1.952841e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 163998 members 
Entering Unmasked Estep 
Score: -19528414.000000 Penalty: 5957.016113
	Iteration 39F: 3 clusters Score -1.952841e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (301196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301196 members 
Entering Unmasked Estep 
Score: -35402808.000000 Penalty: 3128.648193
	Iteration 0F: 2 clusters Score -3.540281e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150190 members 
Mstep: Class 2 contains 151006 members 
Entering Unmasked Estep 
Score: -35206268.000000 Penalty: 6257.296387
	Iteration 0F: 3 clusters Score -3.520627e+07 nChanged 146182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142850 members 
Mstep: Class 2 contains 158346 members 
Entering Unmasked Estep 
Score: -35293376.000000 Penalty: 6257.296387
	Iteration 1F: 3 clusters Score -3.529338e+07 nChanged 8894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138556 members 
Mstep: Class 2 contains 162640 members 
Entering Unmasked Estep 
Score: -35296036.000000 Penalty: 6257.296387
	Iteration 2Q: 3 clusters Score -3.529604e+07 nChanged 10462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132220 members 
Mstep: Class 2 contains 168976 members 
Entering Unmasked Estep 
Score: -35300544.000000 Penalty: 6257.296387
	Iteration 3Q: 3 clusters Score -3.530054e+07 nChanged 13031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123245 members 
Mstep: Class 2 contains 177951 members 
Entering Unmasked Estep 
Score: -35308452.000000 Penalty: 6257.296387
	Iteration 4Q: 3 clusters Score -3.530845e+07 nChanged 16126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111891 members 
Mstep: Class 2 contains 189305 members 
Entering Unmasked Estep 
Score: -35320664.000000 Penalty: 6257.296387
	Iteration 5F: 3 clusters Score -3.532066e+07 nChanged 18610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100013 members 
Mstep: Class 2 contains 201183 members 
Entering Unmasked Estep 
Score: -35336128.000000 Penalty: 6257.296387
	Iteration 6F: 3 clusters Score -3.533613e+07 nChanged 19200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90423 members 
Mstep: Class 2 contains 210773 members 
Entering Unmasked Estep 
Score: -35350968.000000 Penalty: 6257.296387
	Iteration 7F: 3 clusters Score -3.535097e+07 nChanged 17442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84261 members 
Mstep: Class 2 contains 216935 members 
Entering Unmasked Estep 
Score: -35362472.000000 Penalty: 6257.296387
	Iteration 8F: 3 clusters Score -3.536247e+07 nChanged 14166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80817 members 
Mstep: Class 2 contains 220379 members 
Entering Unmasked Estep 
Score: -35369540.000000 Penalty: 6257.296387
	Iteration 9Q: 3 clusters Score -3.536954e+07 nChanged 10394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78799 members 
Mstep: Class 2 contains 222397 members 
Entering Unmasked Estep 
Score: -35373344.000000 Penalty: 6257.296387
	Iteration 10Q: 3 clusters Score -3.537334e+07 nChanged 7005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77056 members 
Mstep: Class 2 contains 224140 members 
Entering Unmasked Estep 
Score: -35375224.000000 Penalty: 6257.296387
	Iteration 11Q: 3 clusters Score -3.537522e+07 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75383 members 
Mstep: Class 2 contains 225813 members 
Entering Unmasked Estep 
Score: -35376344.000000 Penalty: 6257.296387
	Iteration 12Q: 3 clusters Score -3.537634e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73773 members 
Mstep: Class 2 contains 227423 members 
Entering Unmasked Estep 
Score: -35377020.000000 Penalty: 6257.296387
	Iteration 13Q: 3 clusters Score -3.537702e+07 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72229 members 
Mstep: Class 2 contains 228967 members 
Entering Unmasked Estep 
Score: -35377800.000000 Penalty: 6257.296387
	Iteration 14Q: 3 clusters Score -3.53778e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70613 members 
Mstep: Class 2 contains 230583 members 
Entering Unmasked Estep 
Score: -35378684.000000 Penalty: 6257.296387
	Iteration 15Q: 3 clusters Score -3.537868e+07 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68915 members 
Mstep: Class 2 contains 232281 members 
Entering Unmasked Estep 
Score: -35379544.000000 Penalty: 6257.296387
	Iteration 16Q: 3 clusters Score -3.537954e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67044 members 
Mstep: Class 2 contains 234152 members 
Entering Unmasked Estep 
Score: -35380360.000000 Penalty: 6257.296387
	Iteration 17Q: 3 clusters Score -3.538036e+07 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65083 members 
Mstep: Class 2 contains 236113 members 
Entering Unmasked Estep 
Score: -35381452.000000 Penalty: 6257.296387
	Iteration 18Q: 3 clusters Score -3.538145e+07 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63071 members 
Mstep: Class 2 contains 238125 members 
Entering Unmasked Estep 
Score: -35382324.000000 Penalty: 6257.296387
	Iteration 19Q: 3 clusters Score -3.538232e+07 nChanged 2787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60970 members 
Mstep: Class 2 contains 240226 members 
Entering Unmasked Estep 
Score: -35383480.000000 Penalty: 6257.296387
	Iteration 20F: 3 clusters Score -3.538348e+07 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58862 members 
Mstep: Class 2 contains 242334 members 
Entering Unmasked Estep 
Score: -35384536.000000 Penalty: 6257.296387
	Iteration 21Q: 3 clusters Score -3.538454e+07 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56727 members 
Mstep: Class 2 contains 244469 members 
Entering Unmasked Estep 
Score: -35385340.000000 Penalty: 6257.296387
	Iteration 22Q: 3 clusters Score -3.538534e+07 nChanged 2431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54612 members 
Mstep: Class 2 contains 246584 members 
Entering Unmasked Estep 
Score: -35386240.000000 Penalty: 6257.296387
	Iteration 23Q: 3 clusters Score -3.538624e+07 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52464 members 
Mstep: Class 2 contains 248732 members 
Entering Unmasked Estep 
Score: -35387184.000000 Penalty: 6257.296387
	Iteration 24Q: 3 clusters Score -3.538718e+07 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50234 members 
Mstep: Class 2 contains 250962 members 
Entering Unmasked Estep 
Score: -35387900.000000 Penalty: 6257.296387
	Iteration 25Q: 3 clusters Score -3.53879e+07 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 253181 members 
Entering Unmasked Estep 
Score: -35388580.000000 Penalty: 6257.296387
	Iteration 26Q: 3 clusters Score -3.538858e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45757 members 
Mstep: Class 2 contains 255439 members 
Entering Unmasked Estep 
Score: -35389420.000000 Penalty: 6257.296387
	Iteration 27Q: 3 clusters Score -3.538942e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43503 members 
Mstep: Class 2 contains 257693 members 
Entering Unmasked Estep 
Score: -35390152.000000 Penalty: 6257.296387
	Iteration 28Q: 3 clusters Score -3.539015e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41321 members 
Mstep: Class 2 contains 259875 members 
Entering Unmasked Estep 
Score: -35390828.000000 Penalty: 6257.296387
	Iteration 29Q: 3 clusters Score -3.539083e+07 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39222 members 
Mstep: Class 2 contains 261974 members 
Entering Unmasked Estep 
Score: -35391616.000000 Penalty: 6257.296387
	Iteration 30Q: 3 clusters Score -3.539162e+07 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 264026 members 
Entering Unmasked Estep 
Score: -35392344.000000 Penalty: 6257.296387
	Iteration 31Q: 3 clusters Score -3.539234e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 266051 members 
Entering Unmasked Estep 
Score: -35393032.000000 Penalty: 6257.296387
	Iteration 32Q: 3 clusters Score -3.539303e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33114 members 
Mstep: Class 2 contains 268082 members 
Entering Unmasked Estep 
Score: -35393692.000000 Penalty: 6257.296387
	Iteration 33Q: 3 clusters Score -3.539369e+07 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31219 members 
Mstep: Class 2 contains 269977 members 
Entering Unmasked Estep 
Score: -35394272.000000 Penalty: 6257.296387
	Iteration 34Q: 3 clusters Score -3.539427e+07 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 271845 members 
Entering Unmasked Estep 
Score: -35395016.000000 Penalty: 6257.296387
	Iteration 35Q: 3 clusters Score -3.539502e+07 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 273649 members 
Entering Unmasked Estep 
Score: -35395756.000000 Penalty: 6257.296387
	Iteration 36Q: 3 clusters Score -3.539576e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25809 members 
Mstep: Class 2 contains 275387 members 
Entering Unmasked Estep 
Score: -35396108.000000 Penalty: 6257.296387
	Iteration 37Q: 3 clusters Score -3.539611e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24161 members 
Mstep: Class 2 contains 277035 members 
Entering Unmasked Estep 
Score: -35396704.000000 Penalty: 6257.296387
	Iteration 38Q: 3 clusters Score -3.53967e+07 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22592 members 
Mstep: Class 2 contains 278604 members 
Entering Unmasked Estep 
Score: -35397312.000000 Penalty: 6257.296387
	Iteration 39Q: 3 clusters Score -3.539731e+07 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21102 members 
Mstep: Class 2 contains 280094 members 
Entering Unmasked Estep 
Score: -35397904.000000 Penalty: 6257.296387
	Iteration 40F: 3 clusters Score -3.53979e+07 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19651 members 
Mstep: Class 2 contains 281545 members 
Entering Unmasked Estep 
Score: -35398476.000000 Penalty: 6257.296387
	Iteration 41Q: 3 clusters Score -3.539848e+07 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 282927 members 
Entering Unmasked Estep 
Score: -35398884.000000 Penalty: 6257.296387
	Iteration 42Q: 3 clusters Score -3.539888e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16940 members 
Mstep: Class 2 contains 284256 members 
Entering Unmasked Estep 
Score: -35399236.000000 Penalty: 6257.296387
	Iteration 43Q: 3 clusters Score -3.539924e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 285420 members 
Entering Unmasked Estep 
Score: -35399648.000000 Penalty: 6257.296387
	Iteration 44Q: 3 clusters Score -3.539965e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 286512 members 
Entering Unmasked Estep 
Score: -35400088.000000 Penalty: 6257.296387
	Iteration 45Q: 3 clusters Score -3.540009e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 287526 members 
Entering Unmasked Estep 
Score: -35400432.000000 Penalty: 6257.296387
	Iteration 46Q: 3 clusters Score -3.540043e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12762 members 
Mstep: Class 2 contains 288434 members 
Entering Unmasked Estep 
Score: -35400764.000000 Penalty: 6257.296387
	Iteration 47Q: 3 clusters Score -3.540076e+07 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 289261 members 
Entering Unmasked Estep 
Score: -35401076.000000 Penalty: 6257.296387
	Iteration 48Q: 3 clusters Score -3.540108e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11145 members 
Mstep: Class 2 contains 290051 members 
Entering Unmasked Estep 
Score: -35401368.000000 Penalty: 6257.296387
	Iteration 49Q: 3 clusters Score -3.540137e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 290798 members 
Entering Unmasked Estep 
Score: -35401648.000000 Penalty: 6257.296387
	Iteration 50Q: 3 clusters Score -3.540165e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 291461 members 
Entering Unmasked Estep 
Score: -35401764.000000 Penalty: 6257.296387
	Iteration 51Q: 3 clusters Score -3.540176e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 292080 members 
Entering Unmasked Estep 
Score: -35401880.000000 Penalty: 6257.296387
	Iteration 52Q: 3 clusters Score -3.540188e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 292636 members 
Entering Unmasked Estep 
Score: -35401992.000000 Penalty: 6257.296387
	Iteration 53Q: 3 clusters Score -3.540199e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 293152 members 
Entering Unmasked Estep 
Score: -35402060.000000 Penalty: 6257.296387
	Iteration 54Q: 3 clusters Score -3.540206e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7604 members 
Mstep: Class 2 contains 293592 members 
Entering Unmasked Estep 
Score: -35402144.000000 Penalty: 6257.296387
	Iteration 55Q: 3 clusters Score -3.540214e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 293943 members 
Entering Unmasked Estep 
Score: -35402140.000000 Penalty: 6257.296387
	Iteration 56Q: 3 clusters Score -3.540214e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 294215 members 
Entering Unmasked Estep 
Score: -35402168.000000 Penalty: 6257.296387
	Iteration 57Q: 3 clusters Score -3.540217e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 294443 members 
Entering Unmasked Estep 
Score: -35402184.000000 Penalty: 6257.296387
	Iteration 58Q: 3 clusters Score -3.540218e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 294639 members 
Entering Unmasked Estep 
Score: -35402204.000000 Penalty: 6257.296387
	Iteration 59Q: 3 clusters Score -3.54022e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 294837 members 
Entering Unmasked Estep 
Score: -35402240.000000 Penalty: 6257.296387
	Iteration 60F: 3 clusters Score -3.540224e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 295005 members 
Entering Unmasked Estep 
Score: -35402228.000000 Penalty: 6257.296387
	Iteration 61Q: 3 clusters Score -3.540223e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 295161 members 
Entering Unmasked Estep 
Score: -35402212.000000 Penalty: 6257.296387
	Iteration 62Q: 3 clusters Score -3.540221e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 295319 members 
Entering Unmasked Estep 
Score: -35402232.000000 Penalty: 6257.296387
	Iteration 63Q: 3 clusters Score -3.540223e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 295478 members 
Entering Unmasked Estep 
Score: -35402252.000000 Penalty: 6257.296387
	Iteration 64Q: 3 clusters Score -3.540225e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 295603 members 
Entering Unmasked Estep 
Score: -35402280.000000 Penalty: 6257.296387
	Iteration 65Q: 3 clusters Score -3.540228e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 295734 members 
Entering Unmasked Estep 
Score: -35402272.000000 Penalty: 6257.296387
	Iteration 66Q: 3 clusters Score -3.540227e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5339 members 
Mstep: Class 2 contains 295857 members 
Entering Unmasked Estep 
Score: -35402276.000000 Penalty: 6257.296387
	Iteration 67Q: 3 clusters Score -3.540228e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5255 members 
Mstep: Class 2 contains 295941 members 
Entering Unmasked Estep 
Score: -35402276.000000 Penalty: 6257.296387
	Iteration 68Q: 3 clusters Score -3.540228e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 296049 members 
Entering Unmasked Estep 
Score: -35402280.000000 Penalty: 6257.296387
	Iteration 69Q: 3 clusters Score -3.540228e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5043 members 
Mstep: Class 2 contains 296153 members 
Entering Unmasked Estep 
Score: -35402280.000000 Penalty: 6257.296387
	Iteration 70Q: 3 clusters Score -3.540228e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 296242 members 
Entering Unmasked Estep 
Score: -35402284.000000 Penalty: 6257.296387
	Iteration 71Q: 3 clusters Score -3.540228e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 296338 members 
Entering Unmasked Estep 
Score: -35402244.000000 Penalty: 6257.296387
	Iteration 72Q: 3 clusters Score -3.540224e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 296413 members 
Entering Unmasked Estep 
Score: -35402256.000000 Penalty: 6257.296387
	Iteration 73Q: 3 clusters Score -3.540226e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 296478 members 
Entering Unmasked Estep 
Score: -35402268.000000 Penalty: 6257.296387
	Iteration 74Q: 3 clusters Score -3.540227e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 296541 members 
Entering Unmasked Estep 
Score: -35402260.000000 Penalty: 6257.296387
	Iteration 75Q: 3 clusters Score -3.540226e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 296607 members 
Entering Unmasked Estep 
Score: -35402252.000000 Penalty: 6257.296387
	Iteration 76Q: 3 clusters Score -3.540225e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4539 members 
Mstep: Class 2 contains 296657 members 
Entering Unmasked Estep 
Score: -35402256.000000 Penalty: 6257.296387
	Iteration 77Q: 3 clusters Score -3.540226e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 296715 members 
Entering Unmasked Estep 
Score: -35402248.000000 Penalty: 6257.296387
	Iteration 78Q: 3 clusters Score -3.540225e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 296773 members 
Entering Unmasked Estep 
Score: -35402252.000000 Penalty: 6257.296387
	Iteration 79Q: 3 clusters Score -3.540225e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 296819 members 
Entering Unmasked Estep 
Score: -35402272.000000 Penalty: 6257.296387
	Iteration 80F: 3 clusters Score -3.540227e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 296864 members 
Entering Unmasked Estep 
Score: -35402328.000000 Penalty: 6257.296387
	Iteration 81Q: 3 clusters Score -3.540233e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 296910 members 
Entering Unmasked Estep 
Score: -35402312.000000 Penalty: 6257.296387
	Iteration 82Q: 3 clusters Score -3.540231e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 296951 members 
Entering Unmasked Estep 
Score: -35402276.000000 Penalty: 6257.296387
	Iteration 83Q: 3 clusters Score -3.540228e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 296994 members 
Entering Unmasked Estep 
Score: -35402280.000000 Penalty: 6257.296387
	Iteration 84Q: 3 clusters Score -3.540228e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 297028 members 
Entering Unmasked Estep 
Score: -35402272.000000 Penalty: 6257.296387
	Iteration 85Q: 3 clusters Score -3.540227e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 297067 members 
Entering Unmasked Estep 
Score: -35402268.000000 Penalty: 6257.296387
	Iteration 86Q: 3 clusters Score -3.540227e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4091 members 
Mstep: Class 2 contains 297105 members 
Entering Unmasked Estep 
Score: -35402272.000000 Penalty: 6257.296387
	Iteration 87Q: 3 clusters Score -3.540227e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 297133 members 
Entering Unmasked Estep 
Score: -35402232.000000 Penalty: 6257.296387
	Iteration 88Q: 3 clusters Score -3.540223e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 297173 members 
Entering Unmasked Estep 
Score: -35402224.000000 Penalty: 6257.296387
	Iteration 89Q: 3 clusters Score -3.540222e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 297202 members 
Entering Unmasked Estep 
Score: -35402212.000000 Penalty: 6257.296387
	Iteration 90Q: 3 clusters Score -3.540221e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 297241 members 
Entering Unmasked Estep 
Score: -35402240.000000 Penalty: 6257.296387
	Iteration 91Q: 3 clusters Score -3.540224e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 297270 members 
Entering Unmasked Estep 
Score: -35402248.000000 Penalty: 6257.296387
	Iteration 92Q: 3 clusters Score -3.540225e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 297299 members 
Entering Unmasked Estep 
Score: -35402236.000000 Penalty: 6257.296387
	Iteration 93Q: 3 clusters Score -3.540224e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 297323 members 
Entering Unmasked Estep 
Score: -35402248.000000 Penalty: 6257.296387
	Iteration 94Q: 3 clusters Score -3.540225e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 297340 members 
Entering Unmasked Estep 
Score: -35402240.000000 Penalty: 6257.296387
	Iteration 95Q: 3 clusters Score -3.540224e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 297358 members 
Entering Unmasked Estep 
Score: -35402220.000000 Penalty: 6257.296387
	Iteration 96Q: 3 clusters Score -3.540222e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 297373 members 
Entering Unmasked Estep 
Score: -35402212.000000 Penalty: 6257.296387
	Iteration 97Q: 3 clusters Score -3.540221e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 297389 members 
Entering Unmasked Estep 
Score: -35402232.000000 Penalty: 6257.296387
	Iteration 98Q: 3 clusters Score -3.540223e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 297403 members 
Entering Unmasked Estep 
Score: -35402220.000000 Penalty: 6257.296387
	Iteration 99Q: 3 clusters Score -3.540222e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 297417 members 
Entering Unmasked Estep 
Score: -35402240.000000 Penalty: 6257.296387
	Iteration 100F: 3 clusters Score -3.540224e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 297436 members 
Entering Unmasked Estep 
Score: -35402220.000000 Penalty: 6257.296387
	Iteration 101Q: 3 clusters Score -3.540222e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 297454 members 
Entering Unmasked Estep 
Score: -35402220.000000 Penalty: 6257.296387
	Iteration 102Q: 3 clusters Score -3.540222e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 297468 members 
Entering Unmasked Estep 
Score: -35402180.000000 Penalty: 6257.296387
	Iteration 103Q: 3 clusters Score -3.540218e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 297488 members 
Entering Unmasked Estep 
Score: -35402160.000000 Penalty: 6257.296387
	Iteration 104Q: 3 clusters Score -3.540216e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 297503 members 
Entering Unmasked Estep 
Score: -35402168.000000 Penalty: 6257.296387
	Iteration 105Q: 3 clusters Score -3.540217e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 297518 members 
Entering Unmasked Estep 
Score: -35402156.000000 Penalty: 6257.296387
	Iteration 106Q: 3 clusters Score -3.540216e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 297529 members 
Entering Unmasked Estep 
Score: -35402184.000000 Penalty: 6257.296387
	Iteration 107Q: 3 clusters Score -3.540218e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 297542 members 
Entering Unmasked Estep 
Score: -35402148.000000 Penalty: 6257.296387
	Iteration 108Q: 3 clusters Score -3.540215e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 297562 members 
Entering Unmasked Estep 
Score: -35402124.000000 Penalty: 6257.296387
	Iteration 109Q: 3 clusters Score -3.540212e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 297571 members 
Entering Unmasked Estep 
Score: -35402124.000000 Penalty: 6257.296387
	Iteration 110Q: 3 clusters Score -3.540212e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 297580 members 
Entering Unmasked Estep 
Score: -35402140.000000 Penalty: 6257.296387
	Iteration 111Q: 3 clusters Score -3.540214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 297590 members 
Entering Unmasked Estep 
Score: -35402140.000000 Penalty: 6257.296387
	Iteration 112Q: 3 clusters Score -3.540214e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 297600 members 
Entering Unmasked Estep 
Score: -35402148.000000 Penalty: 6257.296387
	Iteration 113Q: 3 clusters Score -3.540215e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 297611 members 
Entering Unmasked Estep 
Score: -35402128.000000 Penalty: 6257.296387
	Iteration 114Q: 3 clusters Score -3.540213e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 297619 members 
Entering Unmasked Estep 
Score: -35402120.000000 Penalty: 6257.296387
	Iteration 115Q: 3 clusters Score -3.540212e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 297628 members 
Entering Unmasked Estep 
Score: -35402148.000000 Penalty: 6257.296387
	Iteration 116Q: 3 clusters Score -3.540215e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 297643 members 
Entering Unmasked Estep 
Score: -35402132.000000 Penalty: 6257.296387
	Iteration 117Q: 3 clusters Score -3.540213e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 297654 members 
Entering Unmasked Estep 
Score: -35402120.000000 Penalty: 6257.296387
	Iteration 118Q: 3 clusters Score -3.540212e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 297662 members 
Entering Unmasked Estep 
Score: -35402096.000000 Penalty: 6257.296387
	Iteration 119Q: 3 clusters Score -3.54021e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3528 members 
Mstep: Class 2 contains 297668 members 
Entering Unmasked Estep 
Score: -35402116.000000 Penalty: 6257.296387
	Iteration 120F: 3 clusters Score -3.540212e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 297676 members 
Entering Unmasked Estep 
Score: -35402108.000000 Penalty: 6257.296387
	Iteration 121Q: 3 clusters Score -3.540211e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3516 members 
Mstep: Class 2 contains 297680 members 
Entering Unmasked Estep 
Score: -35402100.000000 Penalty: 6257.296387
	Iteration 122Q: 3 clusters Score -3.54021e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 297686 members 
Entering Unmasked Estep 
Score: -35402120.000000 Penalty: 6257.296387
	Iteration 123Q: 3 clusters Score -3.540212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 297688 members 
Entering Unmasked Estep 
Score: -35402116.000000 Penalty: 6257.296387
	Iteration 124Q: 3 clusters Score -3.540212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 297688 members 
Entering Unmasked Estep 
Score: -35402128.000000 Penalty: 6257.296387
	Iteration 125Q: 3 clusters Score -3.540213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 297688 members 
Entering Unmasked Estep 
Score: -35402128.000000 Penalty: 6257.296387
	Iteration 126F: 3 clusters Score -3.540213e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Entering Unmasked Estep 
Score: -1340359.375000 Penalty: 2329.132080
	Iteration 0F: 2 clusters Score -1340359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6056 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1331424.000000 Penalty: 4658.264160
	Iteration 0F: 3 clusters Score -1331424 nChanged 5098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -1334279.750000 Penalty: 4658.264160
	Iteration 1F: 3 clusters Score -1334280 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1334743.750000 Penalty: 4658.264160
	Iteration 2F: 3 clusters Score -1334744 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1335183.750000 Penalty: 4658.264160
	Iteration 3F: 3 clusters Score -1335184 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1335650.000000 Penalty: 4658.264160
	Iteration 4F: 3 clusters Score -1335650 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -1336126.250000 Penalty: 4658.264160
	Iteration 5F: 3 clusters Score -1336126 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1336628.000000 Penalty: 4658.264160
	Iteration 6F: 3 clusters Score -1336628 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8556 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1337060.375000 Penalty: 4658.264160
	Iteration 7F: 3 clusters Score -1337060 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -1337417.875000 Penalty: 4658.264160
	Iteration 8Q: 3 clusters Score -1337418 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -1337727.375000 Penalty: 4658.264160
	Iteration 9Q: 3 clusters Score -1337727 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1337962.875000 Penalty: 4658.264160
	Iteration 10Q: 3 clusters Score -1337963 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1338136.125000 Penalty: 4658.264160
	Iteration 11Q: 3 clusters Score -1338136 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1338306.625000 Penalty: 4658.264160
	Iteration 12Q: 3 clusters Score -1338307 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1338438.750000 Penalty: 4658.264160
	Iteration 13Q: 3 clusters Score -1338439 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -1338524.375000 Penalty: 4658.264160
	Iteration 14Q: 3 clusters Score -1338524 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10433 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1338581.125000 Penalty: 4658.264160
	Iteration 15Q: 3 clusters Score -1338581 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1338644.750000 Penalty: 4658.264160
	Iteration 16Q: 3 clusters Score -1338645 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1338671.375000 Penalty: 4658.264160
	Iteration 17Q: 3 clusters Score -1338671 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -1338687.250000 Penalty: 4658.264160
	Iteration 18Q: 3 clusters Score -1338687 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1338699.500000 Penalty: 4658.264160
	Iteration 19Q: 3 clusters Score -1338700 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1338713.125000 Penalty: 4658.264160
	Iteration 20F: 3 clusters Score -1338713 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10687 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1338718.375000 Penalty: 4658.264160
	Iteration 21Q: 3 clusters Score -1338718 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10711 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1338735.750000 Penalty: 4658.264160
	Iteration 22Q: 3 clusters Score -1338736 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10735 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1338752.250000 Penalty: 4658.264160
	Iteration 23Q: 3 clusters Score -1338752 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1338770.875000 Penalty: 4658.264160
	Iteration 24Q: 3 clusters Score -1338771 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -1338786.125000 Penalty: 4658.264160
	Iteration 25Q: 3 clusters Score -1338786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1338792.875000 Penalty: 4658.264160
	Iteration 26Q: 3 clusters Score -1338793 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10826 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -1338800.875000 Penalty: 4658.264160
	Iteration 27Q: 3 clusters Score -1338801 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1338803.875000 Penalty: 4658.264160
	Iteration 28Q: 3 clusters Score -1338804 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -1338807.000000 Penalty: 4658.264160
	Iteration 29Q: 3 clusters Score -1338807 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10855 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1338810.875000 Penalty: 4658.264160
	Iteration 30Q: 3 clusters Score -1338811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10864 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1338815.125000 Penalty: 4658.264160
	Iteration 31Q: 3 clusters Score -1338815 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1338815.500000 Penalty: 4658.264160
	Iteration 32Q: 3 clusters Score -1338816 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10875 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1338820.625000 Penalty: 4658.264160
	Iteration 33Q: 3 clusters Score -1338821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10881 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1338823.875000 Penalty: 4658.264160
	Iteration 34Q: 3 clusters Score -1338824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10889 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1338828.625000 Penalty: 4658.264160
	Iteration 35Q: 3 clusters Score -1338829 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1338831.625000 Penalty: 4658.264160
	Iteration 36Q: 3 clusters Score -1338832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1338833.625000 Penalty: 4658.264160
	Iteration 37Q: 3 clusters Score -1338834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10904 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1338836.875000 Penalty: 4658.264160
	Iteration 38Q: 3 clusters Score -1338837 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1338841.625000 Penalty: 4658.264160
	Iteration 39Q: 3 clusters Score -1338842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1338849.750000 Penalty: 4658.264160
	Iteration 40F: 3 clusters Score -1338850 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10923 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1338848.500000 Penalty: 4658.264160
	Iteration 41Q: 3 clusters Score -1338848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1338853.500000 Penalty: 4658.264160
	Iteration 42Q: 3 clusters Score -1338854 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1338856.000000 Penalty: 4658.264160
	Iteration 43Q: 3 clusters Score -1338856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -1338855.625000 Penalty: 4658.264160
	Iteration 44Q: 3 clusters Score -1338856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -1338853.750000 Penalty: 4658.264160
	Iteration 45Q: 3 clusters Score -1338854 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1338854.250000 Penalty: 4658.264160
	Iteration 46Q: 3 clusters Score -1338854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1338854.250000 Penalty: 4658.264160
	Iteration 47F: 3 clusters Score -1338854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53969 members 
Entering Unmasked Estep 
Score: -6434646.500000 Penalty: 2702.248779
	Iteration 0F: 2 clusters Score -6434646 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -6398441.000000 Penalty: 5404.497559
	Iteration 0F: 3 clusters Score -6398441 nChanged 24935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 27731 members 
Entering Unmasked Estep 
Score: -6412232.000000 Penalty: 5404.497559
	Iteration 1F: 3 clusters Score -6412232 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 28162 members 
Entering Unmasked Estep 
Score: -6412753.000000 Penalty: 5404.497559
	Iteration 2Q: 3 clusters Score -6412753 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25160 members 
Mstep: Class 2 contains 28809 members 
Entering Unmasked Estep 
Score: -6413325.500000 Penalty: 5404.497559
	Iteration 3Q: 3 clusters Score -6413326 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 29727 members 
Entering Unmasked Estep 
Score: -6414028.500000 Penalty: 5404.497559
	Iteration 4Q: 3 clusters Score -6414028 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 31085 members 
Entering Unmasked Estep 
Score: -6414874.500000 Penalty: 5404.497559
	Iteration 5Q: 3 clusters Score -6414874 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -6416286.000000 Penalty: 5404.497559
	Iteration 6Q: 3 clusters Score -6416286 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 35552 members 
Entering Unmasked Estep 
Score: -6418397.500000 Penalty: 5404.497559
	Iteration 7F: 3 clusters Score -6418398 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15454 members 
Mstep: Class 2 contains 38515 members 
Entering Unmasked Estep 
Score: -6421482.500000 Penalty: 5404.497559
	Iteration 8F: 3 clusters Score -6421482 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -6424890.500000 Penalty: 5404.497559
	Iteration 9F: 3 clusters Score -6424890 nChanged 3137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -6427736.500000 Penalty: 5404.497559
	Iteration 10F: 3 clusters Score -6427736 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -6429611.500000 Penalty: 5404.497559
	Iteration 11Q: 3 clusters Score -6429612 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -6430718.500000 Penalty: 5404.497559
	Iteration 12Q: 3 clusters Score -6430718 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 47321 members 
Entering Unmasked Estep 
Score: -6431312.000000 Penalty: 5404.497559
	Iteration 13Q: 3 clusters Score -6431312 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6052 members 
Mstep: Class 2 contains 47917 members 
Entering Unmasked Estep 
Score: -6431752.000000 Penalty: 5404.497559
	Iteration 14Q: 3 clusters Score -6431752 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 48422 members 
Entering Unmasked Estep 
Score: -6432018.000000 Penalty: 5404.497559
	Iteration 15Q: 3 clusters Score -6432018 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -6432215.500000 Penalty: 5404.497559
	Iteration 16Q: 3 clusters Score -6432216 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 49092 members 
Entering Unmasked Estep 
Score: -6432328.500000 Penalty: 5404.497559
	Iteration 17Q: 3 clusters Score -6432328 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 49345 members 
Entering Unmasked Estep 
Score: -6432476.000000 Penalty: 5404.497559
	Iteration 18Q: 3 clusters Score -6432476 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 49553 members 
Entering Unmasked Estep 
Score: -6432553.500000 Penalty: 5404.497559
	Iteration 19Q: 3 clusters Score -6432554 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4242 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -6432613.500000 Penalty: 5404.497559
	Iteration 20F: 3 clusters Score -6432614 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -6432680.000000 Penalty: 5404.497559
	Iteration 21Q: 3 clusters Score -6432680 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 50008 members 
Entering Unmasked Estep 
Score: -6432701.500000 Penalty: 5404.497559
	Iteration 22Q: 3 clusters Score -6432702 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -6432708.000000 Penalty: 5404.497559
	Iteration 23Q: 3 clusters Score -6432708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3781 members 
Mstep: Class 2 contains 50188 members 
Entering Unmasked Estep 
Score: -6432718.000000 Penalty: 5404.497559
	Iteration 24Q: 3 clusters Score -6432718 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 50257 members 
Entering Unmasked Estep 
Score: -6432736.500000 Penalty: 5404.497559
	Iteration 25Q: 3 clusters Score -6432736 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -6432750.500000 Penalty: 5404.497559
	Iteration 26Q: 3 clusters Score -6432750 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -6432763.500000 Penalty: 5404.497559
	Iteration 27Q: 3 clusters Score -6432764 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 50437 members 
Entering Unmasked Estep 
Score: -6432770.000000 Penalty: 5404.497559
	Iteration 28Q: 3 clusters Score -6432770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3493 members 
Mstep: Class 2 contains 50476 members 
Entering Unmasked Estep 
Score: -6432784.500000 Penalty: 5404.497559
	Iteration 29Q: 3 clusters Score -6432784 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -6432802.500000 Penalty: 5404.497559
	Iteration 30Q: 3 clusters Score -6432802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 50533 members 
Entering Unmasked Estep 
Score: -6432791.500000 Penalty: 5404.497559
	Iteration 31Q: 3 clusters Score -6432792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 50556 members 
Entering Unmasked Estep 
Score: -6432802.000000 Penalty: 5404.497559
	Iteration 32Q: 3 clusters Score -6432802 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 50579 members 
Entering Unmasked Estep 
Score: -6432814.000000 Penalty: 5404.497559
	Iteration 33Q: 3 clusters Score -6432814 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -6432818.000000 Penalty: 5404.497559
	Iteration 34Q: 3 clusters Score -6432818 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 50616 members 
Entering Unmasked Estep 
Score: -6432813.500000 Penalty: 5404.497559
	Iteration 35Q: 3 clusters Score -6432814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 50625 members 
Entering Unmasked Estep 
Score: -6432812.500000 Penalty: 5404.497559
	Iteration 36Q: 3 clusters Score -6432812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -6432816.000000 Penalty: 5404.497559
	Iteration 37Q: 3 clusters Score -6432816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -6432822.500000 Penalty: 5404.497559
	Iteration 38Q: 3 clusters Score -6432822 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 50650 members 
Entering Unmasked Estep 
Score: -6432827.000000 Penalty: 5404.497559
	Iteration 39Q: 3 clusters Score -6432827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -6432827.000000 Penalty: 5404.497559
	Iteration 40F: 3 clusters Score -6432827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 50668 members 
Entering Unmasked Estep 
Score: -6432817.500000 Penalty: 5404.497559
	Iteration 41Q: 3 clusters Score -6432818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 50676 members 
Entering Unmasked Estep 
Score: -6432820.000000 Penalty: 5404.497559
	Iteration 42Q: 3 clusters Score -6432820 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 50683 members 
Entering Unmasked Estep 
Score: -6432835.000000 Penalty: 5404.497559
	Iteration 43Q: 3 clusters Score -6432835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 50692 members 
Entering Unmasked Estep 
Score: -6432827.000000 Penalty: 5404.497559
	Iteration 44Q: 3 clusters Score -6432827 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 50700 members 
Entering Unmasked Estep 
Score: -6432826.500000 Penalty: 5404.497559
	Iteration 45Q: 3 clusters Score -6432826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 50705 members 
Entering Unmasked Estep 
Score: -6432822.500000 Penalty: 5404.497559
	Iteration 46Q: 3 clusters Score -6432822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 50711 members 
Entering Unmasked Estep 
Score: -6432828.000000 Penalty: 5404.497559
	Iteration 47Q: 3 clusters Score -6432828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3256 members 
Mstep: Class 2 contains 50713 members 
Entering Unmasked Estep 
Score: -6432838.000000 Penalty: 5404.497559
	Iteration 48Q: 3 clusters Score -6432838 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 50718 members 
Entering Unmasked Estep 
Score: -6432826.000000 Penalty: 5404.497559
	Iteration 49Q: 3 clusters Score -6432826 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 50724 members 
Entering Unmasked Estep 
Score: -6432824.500000 Penalty: 5404.497559
	Iteration 50Q: 3 clusters Score -6432824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 50729 members 
Entering Unmasked Estep 
Score: -6432825.500000 Penalty: 5404.497559
	Iteration 51Q: 3 clusters Score -6432826 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3228 members 
Mstep: Class 2 contains 50741 members 
Entering Unmasked Estep 
Score: -6432826.500000 Penalty: 5404.497559
	Iteration 52Q: 3 clusters Score -6432826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 50751 members 
Entering Unmasked Estep 
Score: -6432835.000000 Penalty: 5404.497559
	Iteration 53Q: 3 clusters Score -6432835 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 50756 members 
Entering Unmasked Estep 
Score: -6432835.500000 Penalty: 5404.497559
	Iteration 54Q: 3 clusters Score -6432836 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 50762 members 
Entering Unmasked Estep 
Score: -6432845.500000 Penalty: 5404.497559
	Iteration 55Q: 3 clusters Score -6432846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 50766 members 
Entering Unmasked Estep 
Score: -6432847.000000 Penalty: 5404.497559
	Iteration 56Q: 3 clusters Score -6432847 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 50773 members 
Entering Unmasked Estep 
Score: -6432839.000000 Penalty: 5404.497559
	Iteration 57Q: 3 clusters Score -6432839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 50781 members 
Entering Unmasked Estep 
Score: -6432837.500000 Penalty: 5404.497559
	Iteration 58Q: 3 clusters Score -6432838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3183 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -6432833.500000 Penalty: 5404.497559
	Iteration 59Q: 3 clusters Score -6432834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 50788 members 
Entering Unmasked Estep 
Score: -6432836.000000 Penalty: 5404.497559
	Iteration 60F: 3 clusters Score -6432836 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 50791 members 
Entering Unmasked Estep 
Score: -6432841.000000 Penalty: 5404.497559
	Iteration 61Q: 3 clusters Score -6432841 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 50792 members 
Entering Unmasked Estep 
Score: -6432838.000000 Penalty: 5404.497559
	Iteration 62Q: 3 clusters Score -6432838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -6432837.500000 Penalty: 5404.497559
	Iteration 63Q: 3 clusters Score -6432838 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 50793 members 
Entering Unmasked Estep 
Score: -6432837.500000 Penalty: 5404.497559
	Iteration 64F: 3 clusters Score -6432838 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Entering Unmasked Estep 
Score: -767844.000000 Penalty: 2218.862305
	Iteration 0F: 2 clusters Score -767844 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -761608.750000 Penalty: 4437.724609
	Iteration 0F: 3 clusters Score -761608.8 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -763360.937500 Penalty: 4437.724609
	Iteration 1F: 3 clusters Score -763360.9 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -763729.312500 Penalty: 4437.724609
	Iteration 2F: 3 clusters Score -763729.3 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -764005.500000 Penalty: 4437.724609
	Iteration 3F: 3 clusters Score -764005.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -764223.187500 Penalty: 4437.724609
	Iteration 4Q: 3 clusters Score -764223.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -764400.625000 Penalty: 4437.724609
	Iteration 5Q: 3 clusters Score -764400.6 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -764572.437500 Penalty: 4437.724609
	Iteration 6Q: 3 clusters Score -764572.4 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -764734.750000 Penalty: 4437.724609
	Iteration 7Q: 3 clusters Score -764734.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3280 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -764884.500000 Penalty: 4437.724609
	Iteration 8Q: 3 clusters Score -764884.5 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 4441 members 
Entering Unmasked Estep 
Score: -765070.625000 Penalty: 4437.724609
	Iteration 9Q: 3 clusters Score -765070.6 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -765323.875000 Penalty: 4437.724609
	Iteration 10Q: 3 clusters Score -765323.9 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -765572.187500 Penalty: 4437.724609
	Iteration 11Q: 3 clusters Score -765572.2 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -765778.312500 Penalty: 4437.724609
	Iteration 12Q: 3 clusters Score -765778.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 4589 members 
Entering Unmasked Estep 
Score: -765967.500000 Penalty: 4437.724609
	Iteration 13Q: 3 clusters Score -765967.5 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -766110.000000 Penalty: 4437.724609
	Iteration 14Q: 3 clusters Score -766110 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 4652 members 
Entering Unmasked Estep 
Score: -766194.437500 Penalty: 4437.724609
	Iteration 15Q: 3 clusters Score -766194.4 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -766250.062500 Penalty: 4437.724609
	Iteration 16Q: 3 clusters Score -766250.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 4697 members 
Entering Unmasked Estep 
Score: -766292.562500 Penalty: 4437.724609
	Iteration 17Q: 3 clusters Score -766292.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -766313.937500 Penalty: 4437.724609
	Iteration 18Q: 3 clusters Score -766313.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -766326.875000 Penalty: 4437.724609
	Iteration 19Q: 3 clusters Score -766326.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -766340.625000 Penalty: 4437.724609
	Iteration 20F: 3 clusters Score -766340.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -766354.937500 Penalty: 4437.724609
	Iteration 21Q: 3 clusters Score -766354.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -766368.687500 Penalty: 4437.724609
	Iteration 22Q: 3 clusters Score -766368.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -766380.187500 Penalty: 4437.724609
	Iteration 23Q: 3 clusters Score -766380.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -766388.875000 Penalty: 4437.724609
	Iteration 24Q: 3 clusters Score -766388.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -766393.562500 Penalty: 4437.724609
	Iteration 25Q: 3 clusters Score -766393.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -766395.875000 Penalty: 4437.724609
	Iteration 26Q: 3 clusters Score -766395.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -766397.562500 Penalty: 4437.724609
	Iteration 27Q: 3 clusters Score -766397.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -766400.500000 Penalty: 4437.724609
	Iteration 28Q: 3 clusters Score -766400.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -766402.812500 Penalty: 4437.724609
	Iteration 29Q: 3 clusters Score -766402.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -766405.000000 Penalty: 4437.724609
	Iteration 30Q: 3 clusters Score -766405 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -766409.500000 Penalty: 4437.724609
	Iteration 31Q: 3 clusters Score -766409.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -766411.312500 Penalty: 4437.724609
	Iteration 32Q: 3 clusters Score -766411.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -766413.875000 Penalty: 4437.724609
	Iteration 33Q: 3 clusters Score -766413.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -766417.625000 Penalty: 4437.724609
	Iteration 34Q: 3 clusters Score -766417.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -766422.125000 Penalty: 4437.724609
	Iteration 35Q: 3 clusters Score -766422.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -766425.500000 Penalty: 4437.724609
	Iteration 36Q: 3 clusters Score -766425.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -766436.312500 Penalty: 4437.724609
	Iteration 37Q: 3 clusters Score -766436.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2804 members 
Mstep: Class 2 contains 4881 members 
Entering Unmasked Estep 
Score: -766447.062500 Penalty: 4437.724609
	Iteration 38Q: 3 clusters Score -766447.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -766456.812500 Penalty: 4437.724609
	Iteration 39Q: 3 clusters Score -766456.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -766469.437500 Penalty: 4437.724609
	Iteration 40F: 3 clusters Score -766469.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -766480.375000 Penalty: 4437.724609
	Iteration 41Q: 3 clusters Score -766480.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -766495.000000 Penalty: 4437.724609
	Iteration 42Q: 3 clusters Score -766495 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -766504.875000 Penalty: 4437.724609
	Iteration 43Q: 3 clusters Score -766504.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -766515.625000 Penalty: 4437.724609
	Iteration 44Q: 3 clusters Score -766515.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -766526.937500 Penalty: 4437.724609
	Iteration 45Q: 3 clusters Score -766526.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -766537.625000 Penalty: 4437.724609
	Iteration 46Q: 3 clusters Score -766537.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -766550.812500 Penalty: 4437.724609
	Iteration 47Q: 3 clusters Score -766550.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -766560.187500 Penalty: 4437.724609
	Iteration 48Q: 3 clusters Score -766560.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -766575.187500 Penalty: 4437.724609
	Iteration 49Q: 3 clusters Score -766575.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -766587.125000 Penalty: 4437.724609
	Iteration 50Q: 3 clusters Score -766587.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -766596.937500 Penalty: 4437.724609
	Iteration 51Q: 3 clusters Score -766596.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -766604.750000 Penalty: 4437.724609
	Iteration 52Q: 3 clusters Score -766604.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -766609.187500 Penalty: 4437.724609
	Iteration 53Q: 3 clusters Score -766609.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -766611.750000 Penalty: 4437.724609
	Iteration 54Q: 3 clusters Score -766611.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -766616.000000 Penalty: 4437.724609
	Iteration 55Q: 3 clusters Score -766616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -766617.625000 Penalty: 4437.724609
	Iteration 56Q: 3 clusters Score -766617.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -766618.937500 Penalty: 4437.724609
	Iteration 57Q: 3 clusters Score -766618.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -766620.562500 Penalty: 4437.724609
	Iteration 58Q: 3 clusters Score -766620.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 4956 members 
Entering Unmasked Estep 
Score: -766621.687500 Penalty: 4437.724609
	Iteration 59Q: 3 clusters Score -766621.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -766624.687500 Penalty: 4437.724609
	Iteration 60F: 3 clusters Score -766624.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -766627.250000 Penalty: 4437.724609
	Iteration 61Q: 3 clusters Score -766627.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2721 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -766627.375000 Penalty: 4437.724609
	Iteration 62Q: 3 clusters Score -766627.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -766628.375000 Penalty: 4437.724609
	Iteration 63Q: 3 clusters Score -766628.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -766629.437500 Penalty: 4437.724609
	Iteration 64Q: 3 clusters Score -766629.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -766631.125000 Penalty: 4437.724609
	Iteration 65Q: 3 clusters Score -766631.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -766631.250000 Penalty: 4437.724609
	Iteration 66Q: 3 clusters Score -766631.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -766631.625000 Penalty: 4437.724609
	Iteration 67Q: 3 clusters Score -766631.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -766632.250000 Penalty: 4437.724609
	Iteration 68Q: 3 clusters Score -766632.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -766632.250000 Penalty: 4437.724609
	Iteration 69F: 3 clusters Score -766632.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -415991.031250 Penalty: 2035.368164
	Iteration 0F: 2 clusters Score -415991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -412299.093750 Penalty: 4070.736328
	Iteration 0F: 3 clusters Score -412299.1 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -413067.187500 Penalty: 4070.736328
	Iteration 1F: 3 clusters Score -413067.2 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -413231.187500 Penalty: 4070.736328
	Iteration 2F: 3 clusters Score -413231.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -413322.031250 Penalty: 4070.736328
	Iteration 3Q: 3 clusters Score -413322 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -413375.187500 Penalty: 4070.736328
	Iteration 4Q: 3 clusters Score -413375.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -413416.906250 Penalty: 4070.736328
	Iteration 5Q: 3 clusters Score -413416.9 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -413449.281250 Penalty: 4070.736328
	Iteration 6Q: 3 clusters Score -413449.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -413468.031250 Penalty: 4070.736328
	Iteration 7Q: 3 clusters Score -413468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -413484.218750 Penalty: 4070.736328
	Iteration 8Q: 3 clusters Score -413484.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -413499.500000 Penalty: 4070.736328
	Iteration 9Q: 3 clusters Score -413499.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -413509.500000 Penalty: 4070.736328
	Iteration 10Q: 3 clusters Score -413509.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -413520.937500 Penalty: 4070.736328
	Iteration 11Q: 3 clusters Score -413520.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -413530.250000 Penalty: 4070.736328
	Iteration 12Q: 3 clusters Score -413530.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -413535.187500 Penalty: 4070.736328
	Iteration 13Q: 3 clusters Score -413535.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -413541.625000 Penalty: 4070.736328
	Iteration 14Q: 3 clusters Score -413541.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -413550.968750 Penalty: 4070.736328
	Iteration 15Q: 3 clusters Score -413551 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -413558.125000 Penalty: 4070.736328
	Iteration 16Q: 3 clusters Score -413558.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -413560.593750 Penalty: 4070.736328
	Iteration 17Q: 3 clusters Score -413560.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -413564.062500 Penalty: 4070.736328
	Iteration 18Q: 3 clusters Score -413564.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -413566.656250 Penalty: 4070.736328
	Iteration 19Q: 3 clusters Score -413566.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -413567.906250 Penalty: 4070.736328
	Iteration 20F: 3 clusters Score -413567.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -413569.312500 Penalty: 4070.736328
	Iteration 21Q: 3 clusters Score -413569.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -413569.406250 Penalty: 4070.736328
	Iteration 22Q: 3 clusters Score -413569.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -413569.500000 Penalty: 4070.736328
	Iteration 23Q: 3 clusters Score -413569.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -413569.750000 Penalty: 4070.736328
	Iteration 24Q: 3 clusters Score -413569.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -413569.750000 Penalty: 4070.736328
	Iteration 25F: 3 clusters Score -413569.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -126560.203125 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -126560.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -124499.796875 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -124499.8 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -124784.726562 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -124784.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -124865.289062 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -124865.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -124917.132812 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -124917.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124938.429688 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -124938.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -124949.531250 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -124949.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -124962.132812 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -124962.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -124973.937500 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -124973.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -124987.554688 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -124987.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -124993.867188 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -124993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -124996.468750 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -124996.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -125001.187500 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -125001.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -125004.546875 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -125004.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125005.921875 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -125005.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -125005.921875 Penalty: 3505.390625
	Iteration 14F: 3 clusters Score -125005.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Entering Unmasked Estep 
Score: -1228416.375000 Penalty: 2291.109375
	Iteration 0F: 2 clusters Score -1228416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 5134 members 
Entering Unmasked Estep 
Score: -1220619.750000 Penalty: 4582.218750
	Iteration 0F: 3 clusters Score -1220620 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -1222842.375000 Penalty: 4582.218750
	Iteration 1F: 3 clusters Score -1222842 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1223095.375000 Penalty: 4582.218750
	Iteration 2F: 3 clusters Score -1223095 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 5368 members 
Entering Unmasked Estep 
Score: -1223277.000000 Penalty: 4582.218750
	Iteration 3Q: 3 clusters Score -1223277 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1223400.000000 Penalty: 4582.218750
	Iteration 4Q: 3 clusters Score -1223400 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 5508 members 
Entering Unmasked Estep 
Score: -1223491.250000 Penalty: 4582.218750
	Iteration 5Q: 3 clusters Score -1223491 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1223558.625000 Penalty: 4582.218750
	Iteration 6Q: 3 clusters Score -1223559 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1223616.250000 Penalty: 4582.218750
	Iteration 7Q: 3 clusters Score -1223616 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4568 members 
Mstep: Class 2 contains 5716 members 
Entering Unmasked Estep 
Score: -1223670.750000 Penalty: 4582.218750
	Iteration 8Q: 3 clusters Score -1223671 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4471 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1223718.500000 Penalty: 4582.218750
	Iteration 9Q: 3 clusters Score -1223718 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1223768.250000 Penalty: 4582.218750
	Iteration 10Q: 3 clusters Score -1223768 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -1223815.500000 Penalty: 4582.218750
	Iteration 11Q: 3 clusters Score -1223816 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -1223867.375000 Penalty: 4582.218750
	Iteration 12Q: 3 clusters Score -1223867 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -1223926.875000 Penalty: 4582.218750
	Iteration 13Q: 3 clusters Score -1223927 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 6530 members 
Entering Unmasked Estep 
Score: -1223994.875000 Penalty: 4582.218750
	Iteration 14Q: 3 clusters Score -1223995 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -1224064.500000 Penalty: 4582.218750
	Iteration 15Q: 3 clusters Score -1224064 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1224151.625000 Penalty: 4582.218750
	Iteration 16Q: 3 clusters Score -1224152 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 7126 members 
Entering Unmasked Estep 
Score: -1224247.000000 Penalty: 4582.218750
	Iteration 17Q: 3 clusters Score -1224247 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7390 members 
Entering Unmasked Estep 
Score: -1224379.375000 Penalty: 4582.218750
	Iteration 18Q: 3 clusters Score -1224379 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -1224576.875000 Penalty: 4582.218750
	Iteration 19Q: 3 clusters Score -1224577 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -1224816.625000 Penalty: 4582.218750
	Iteration 20F: 3 clusters Score -1224817 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -1225098.500000 Penalty: 4582.218750
	Iteration 21Q: 3 clusters Score -1225098 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1225379.000000 Penalty: 4582.218750
	Iteration 22Q: 3 clusters Score -1225379 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -1225630.250000 Penalty: 4582.218750
	Iteration 23Q: 3 clusters Score -1225630 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1225841.250000 Penalty: 4582.218750
	Iteration 24Q: 3 clusters Score -1225841 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9532 members 
Entering Unmasked Estep 
Score: -1226002.125000 Penalty: 4582.218750
	Iteration 25Q: 3 clusters Score -1226002 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1226113.000000 Penalty: 4582.218750
	Iteration 26Q: 3 clusters Score -1226113 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 9730 members 
Entering Unmasked Estep 
Score: -1226190.125000 Penalty: 4582.218750
	Iteration 27Q: 3 clusters Score -1226190 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -1226241.125000 Penalty: 4582.218750
	Iteration 28Q: 3 clusters Score -1226241 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1226286.000000 Penalty: 4582.218750
	Iteration 29Q: 3 clusters Score -1226286 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -1226317.750000 Penalty: 4582.218750
	Iteration 30Q: 3 clusters Score -1226318 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 9873 members 
Entering Unmasked Estep 
Score: -1226340.250000 Penalty: 4582.218750
	Iteration 31Q: 3 clusters Score -1226340 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1226367.000000 Penalty: 4582.218750
	Iteration 32Q: 3 clusters Score -1226367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 9901 members 
Entering Unmasked Estep 
Score: -1226378.000000 Penalty: 4582.218750
	Iteration 33Q: 3 clusters Score -1226378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -1226385.250000 Penalty: 4582.218750
	Iteration 34Q: 3 clusters Score -1226385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -1226390.125000 Penalty: 4582.218750
	Iteration 35Q: 3 clusters Score -1226390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -1226393.875000 Penalty: 4582.218750
	Iteration 36Q: 3 clusters Score -1226394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -1226401.500000 Penalty: 4582.218750
	Iteration 37Q: 3 clusters Score -1226402 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -1226406.250000 Penalty: 4582.218750
	Iteration 38Q: 3 clusters Score -1226406 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -1226416.000000 Penalty: 4582.218750
	Iteration 39Q: 3 clusters Score -1226416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 9942 members 
Entering Unmasked Estep 
Score: -1226426.000000 Penalty: 4582.218750
	Iteration 40F: 3 clusters Score -1226426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -1226434.125000 Penalty: 4582.218750
	Iteration 41Q: 3 clusters Score -1226434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -1226437.750000 Penalty: 4582.218750
	Iteration 42Q: 3 clusters Score -1226438 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -1226441.750000 Penalty: 4582.218750
	Iteration 43Q: 3 clusters Score -1226442 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -1226444.500000 Penalty: 4582.218750
	Iteration 44Q: 3 clusters Score -1226444 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -1226450.375000 Penalty: 4582.218750
	Iteration 45Q: 3 clusters Score -1226450 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1226453.125000 Penalty: 4582.218750
	Iteration 46Q: 3 clusters Score -1226453 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1226453.125000 Penalty: 4582.218750
	Iteration 47F: 3 clusters Score -1226453 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -401453.968750 Penalty: 2093.785889
	Iteration 0F: 2 clusters Score -401454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -397122.812500 Penalty: 4187.571777
	Iteration 0F: 3 clusters Score -397122.8 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -398188.500000 Penalty: 4187.571777
	Iteration 1F: 3 clusters Score -398188.5 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -398448.500000 Penalty: 4187.571777
	Iteration 2F: 3 clusters Score -398448.5 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -398662.250000 Penalty: 4187.571777
	Iteration 3F: 3 clusters Score -398662.2 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -398867.187500 Penalty: 4187.571777
	Iteration 4Q: 3 clusters Score -398867.2 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -399060.375000 Penalty: 4187.571777
	Iteration 5Q: 3 clusters Score -399060.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -399221.687500 Penalty: 4187.571777
	Iteration 6Q: 3 clusters Score -399221.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -399364.781250 Penalty: 4187.571777
	Iteration 7Q: 3 clusters Score -399364.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -399491.250000 Penalty: 4187.571777
	Iteration 8Q: 3 clusters Score -399491.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -399601.562500 Penalty: 4187.571777
	Iteration 9Q: 3 clusters Score -399601.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -399692.531250 Penalty: 4187.571777
	Iteration 10Q: 3 clusters Score -399692.5 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -399781.250000 Penalty: 4187.571777
	Iteration 11Q: 3 clusters Score -399781.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -399851.312500 Penalty: 4187.571777
	Iteration 12Q: 3 clusters Score -399851.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -399913.187500 Penalty: 4187.571777
	Iteration 13Q: 3 clusters Score -399913.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -399959.250000 Penalty: 4187.571777
	Iteration 14Q: 3 clusters Score -399959.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -399998.656250 Penalty: 4187.571777
	Iteration 15Q: 3 clusters Score -399998.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -400035.656250 Penalty: 4187.571777
	Iteration 16Q: 3 clusters Score -400035.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -400060.656250 Penalty: 4187.571777
	Iteration 17Q: 3 clusters Score -400060.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -400084.437500 Penalty: 4187.571777
	Iteration 18Q: 3 clusters Score -400084.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -400106.062500 Penalty: 4187.571777
	Iteration 19Q: 3 clusters Score -400106.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -400132.562500 Penalty: 4187.571777
	Iteration 20F: 3 clusters Score -400132.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -400154.562500 Penalty: 4187.571777
	Iteration 21Q: 3 clusters Score -400154.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -400166.875000 Penalty: 4187.571777
	Iteration 22Q: 3 clusters Score -400166.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -400179.062500 Penalty: 4187.571777
	Iteration 23Q: 3 clusters Score -400179.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -400191.531250 Penalty: 4187.571777
	Iteration 24Q: 3 clusters Score -400191.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -400203.531250 Penalty: 4187.571777
	Iteration 25Q: 3 clusters Score -400203.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -400216.593750 Penalty: 4187.571777
	Iteration 26Q: 3 clusters Score -400216.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -400225.906250 Penalty: 4187.571777
	Iteration 27Q: 3 clusters Score -400225.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -400239.218750 Penalty: 4187.571777
	Iteration 28Q: 3 clusters Score -400239.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -400247.156250 Penalty: 4187.571777
	Iteration 29Q: 3 clusters Score -400247.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -400253.500000 Penalty: 4187.571777
	Iteration 30Q: 3 clusters Score -400253.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -400260.437500 Penalty: 4187.571777
	Iteration 31Q: 3 clusters Score -400260.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -400264.312500 Penalty: 4187.571777
	Iteration 32Q: 3 clusters Score -400264.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -400268.031250 Penalty: 4187.571777
	Iteration 33Q: 3 clusters Score -400268 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -400271.312500 Penalty: 4187.571777
	Iteration 34Q: 3 clusters Score -400271.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -400273.625000 Penalty: 4187.571777
	Iteration 35Q: 3 clusters Score -400273.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -400275.718750 Penalty: 4187.571777
	Iteration 36Q: 3 clusters Score -400275.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -400277.531250 Penalty: 4187.571777
	Iteration 37Q: 3 clusters Score -400277.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -400280.500000 Penalty: 4187.571777
	Iteration 38Q: 3 clusters Score -400280.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -400282.625000 Penalty: 4187.571777
	Iteration 39Q: 3 clusters Score -400282.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -400283.968750 Penalty: 4187.571777
	Iteration 40F: 3 clusters Score -400284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -400284.687500 Penalty: 4187.571777
	Iteration 41Q: 3 clusters Score -400284.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -400286.718750 Penalty: 4187.571777
	Iteration 42Q: 3 clusters Score -400286.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -400287.281250 Penalty: 4187.571777
	Iteration 43Q: 3 clusters Score -400287.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -400288.031250 Penalty: 4187.571777
	Iteration 44Q: 3 clusters Score -400288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 1573 members 
Entering Unmasked Estep 
Score: -400287.750000 Penalty: 4187.571777
	Iteration 45Q: 3 clusters Score -400287.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -400289.250000 Penalty: 4187.571777
	Iteration 46Q: 3 clusters Score -400289.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -400290.343750 Penalty: 4187.571777
	Iteration 47Q: 3 clusters Score -400290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3074 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -400290.312500 Penalty: 4187.571777
	Iteration 48Q: 3 clusters Score -400290.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -400291.250000 Penalty: 4187.571777
	Iteration 49Q: 3 clusters Score -400291.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -400291.750000 Penalty: 4187.571777
	Iteration 50Q: 3 clusters Score -400291.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -400294.843750 Penalty: 4187.571777
	Iteration 51Q: 3 clusters Score -400294.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -400295.281250 Penalty: 4187.571777
	Iteration 52Q: 3 clusters Score -400295.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -400294.906250 Penalty: 4187.571777
	Iteration 53Q: 3 clusters Score -400294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -400294.906250 Penalty: 4187.571777
	Iteration 54F: 3 clusters Score -400294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Entering Unmasked Estep 
Score: -1999484.000000 Penalty: 2426.802002
	Iteration 0F: 2 clusters Score -1999484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -1986796.750000 Penalty: 4853.604004
	Iteration 0F: 3 clusters Score -1986797 nChanged 7860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8725 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -1990964.500000 Penalty: 4853.604004
	Iteration 1F: 3 clusters Score -1990964 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8629 members 
Mstep: Class 2 contains 9145 members 
Entering Unmasked Estep 
Score: -1991316.625000 Penalty: 4853.604004
	Iteration 2F: 3 clusters Score -1991317 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1991595.625000 Penalty: 4853.604004
	Iteration 3Q: 3 clusters Score -1991596 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -1991837.125000 Penalty: 4853.604004
	Iteration 4Q: 3 clusters Score -1991837 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -1992033.000000 Penalty: 4853.604004
	Iteration 5Q: 3 clusters Score -1992033 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7710 members 
Mstep: Class 2 contains 10064 members 
Entering Unmasked Estep 
Score: -1992243.125000 Penalty: 4853.604004
	Iteration 6Q: 3 clusters Score -1992243 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7312 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1992494.875000 Penalty: 4853.604004
	Iteration 7Q: 3 clusters Score -1992495 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 10958 members 
Entering Unmasked Estep 
Score: -1992814.250000 Penalty: 4853.604004
	Iteration 8Q: 3 clusters Score -1992814 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -1993197.500000 Penalty: 4853.604004
	Iteration 9Q: 3 clusters Score -1993198 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 12265 members 
Entering Unmasked Estep 
Score: -1993722.000000 Penalty: 4853.604004
	Iteration 10Q: 3 clusters Score -1993722 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1994359.375000 Penalty: 4853.604004
	Iteration 11Q: 3 clusters Score -1994359 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 13761 members 
Entering Unmasked Estep 
Score: -1995063.000000 Penalty: 4853.604004
	Iteration 12F: 3 clusters Score -1995063 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1995661.125000 Penalty: 4853.604004
	Iteration 13Q: 3 clusters Score -1995661 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -1996104.875000 Penalty: 4853.604004
	Iteration 14Q: 3 clusters Score -1996105 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -1996440.250000 Penalty: 4853.604004
	Iteration 15Q: 3 clusters Score -1996440 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -1996721.625000 Penalty: 4853.604004
	Iteration 16Q: 3 clusters Score -1996722 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 15556 members 
Entering Unmasked Estep 
Score: -1996926.625000 Penalty: 4853.604004
	Iteration 17Q: 3 clusters Score -1996927 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -1997062.625000 Penalty: 4853.604004
	Iteration 18Q: 3 clusters Score -1997063 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -1997162.500000 Penalty: 4853.604004
	Iteration 19Q: 3 clusters Score -1997162 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 15879 members 
Entering Unmasked Estep 
Score: -1997225.750000 Penalty: 4853.604004
	Iteration 20F: 3 clusters Score -1997226 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -1997263.875000 Penalty: 4853.604004
	Iteration 21Q: 3 clusters Score -1997264 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 15992 members 
Entering Unmasked Estep 
Score: -1997296.750000 Penalty: 4853.604004
	Iteration 22Q: 3 clusters Score -1997297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 16039 members 
Entering Unmasked Estep 
Score: -1997326.500000 Penalty: 4853.604004
	Iteration 23Q: 3 clusters Score -1997326 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -1997339.500000 Penalty: 4853.604004
	Iteration 24Q: 3 clusters Score -1997340 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 16103 members 
Entering Unmasked Estep 
Score: -1997355.000000 Penalty: 4853.604004
	Iteration 25Q: 3 clusters Score -1997355 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -1997371.000000 Penalty: 4853.604004
	Iteration 26Q: 3 clusters Score -1997371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -1997380.750000 Penalty: 4853.604004
	Iteration 27Q: 3 clusters Score -1997381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -1997388.125000 Penalty: 4853.604004
	Iteration 28Q: 3 clusters Score -1997388 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -1997388.500000 Penalty: 4853.604004
	Iteration 29Q: 3 clusters Score -1997388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -1997393.125000 Penalty: 4853.604004
	Iteration 30Q: 3 clusters Score -1997393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1576 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -1997395.750000 Penalty: 4853.604004
	Iteration 31Q: 3 clusters Score -1997396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -1997394.125000 Penalty: 4853.604004
	Iteration 32Q: 3 clusters Score -1997394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 16207 members 
Entering Unmasked Estep 
Score: -1997399.250000 Penalty: 4853.604004
	Iteration 33Q: 3 clusters Score -1997399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -1997400.500000 Penalty: 4853.604004
	Iteration 34Q: 3 clusters Score -1997400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -1997405.625000 Penalty: 4853.604004
	Iteration 35Q: 3 clusters Score -1997406 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 16232 members 
Entering Unmasked Estep 
Score: -1997406.625000 Penalty: 4853.604004
	Iteration 36Q: 3 clusters Score -1997407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 16239 members 
Entering Unmasked Estep 
Score: -1997405.125000 Penalty: 4853.604004
	Iteration 37Q: 3 clusters Score -1997405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -1997409.750000 Penalty: 4853.604004
	Iteration 38Q: 3 clusters Score -1997410 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -1997413.250000 Penalty: 4853.604004
	Iteration 39Q: 3 clusters Score -1997413 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 16254 members 
Entering Unmasked Estep 
Score: -1997414.875000 Penalty: 4853.604004
	Iteration 40F: 3 clusters Score -1997415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -1997414.000000 Penalty: 4853.604004
	Iteration 41Q: 3 clusters Score -1997414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -1997414.000000 Penalty: 4853.604004
	Iteration 42Q: 3 clusters Score -1997414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -1997412.375000 Penalty: 4853.604004
	Iteration 43Q: 3 clusters Score -1997412 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -1997411.500000 Penalty: 4853.604004
	Iteration 44Q: 3 clusters Score -1997412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1997411.250000 Penalty: 4853.604004
	Iteration 45Q: 3 clusters Score -1997411 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 16263 members 
Entering Unmasked Estep 
Score: -1997412.750000 Penalty: 4853.604004
	Iteration 46Q: 3 clusters Score -1997413 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1997413.000000 Penalty: 4853.604004
	Iteration 47Q: 3 clusters Score -1997413 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -1997413.000000 Penalty: 4853.604004
	Iteration 48F: 3 clusters Score -1997413 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Entering Unmasked Estep 
Score: -888805.687500 Penalty: 2228.235107
	Iteration 0F: 2 clusters Score -888805.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3994 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -882412.875000 Penalty: 4456.470215
	Iteration 0F: 3 clusters Score -882412.9 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -884387.437500 Penalty: 4456.470215
	Iteration 1F: 3 clusters Score -884387.4 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 3672 members 
Entering Unmasked Estep 
Score: -885006.625000 Penalty: 4456.470215
	Iteration 2F: 3 clusters Score -885006.6 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -885493.000000 Penalty: 4456.470215
	Iteration 3F: 3 clusters Score -885493 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -885945.375000 Penalty: 4456.470215
	Iteration 4F: 3 clusters Score -885945.4 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -886371.625000 Penalty: 4456.470215
	Iteration 5F: 3 clusters Score -886371.6 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -886735.437500 Penalty: 4456.470215
	Iteration 6F: 3 clusters Score -886735.4 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -887002.562500 Penalty: 4456.470215
	Iteration 7Q: 3 clusters Score -887002.6 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6478 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -887206.000000 Penalty: 4456.470215
	Iteration 8Q: 3 clusters Score -887206 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -887344.625000 Penalty: 4456.470215
	Iteration 9Q: 3 clusters Score -887344.6 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -887444.625000 Penalty: 4456.470215
	Iteration 10Q: 3 clusters Score -887444.6 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -887509.625000 Penalty: 4456.470215
	Iteration 11Q: 3 clusters Score -887509.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -887542.562500 Penalty: 4456.470215
	Iteration 12Q: 3 clusters Score -887542.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6982 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -887569.875000 Penalty: 4456.470215
	Iteration 13Q: 3 clusters Score -887569.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -887593.312500 Penalty: 4456.470215
	Iteration 14Q: 3 clusters Score -887593.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -887613.000000 Penalty: 4456.470215
	Iteration 15Q: 3 clusters Score -887613 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -887634.500000 Penalty: 4456.470215
	Iteration 16Q: 3 clusters Score -887634.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -887649.062500 Penalty: 4456.470215
	Iteration 17Q: 3 clusters Score -887649.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -887663.687500 Penalty: 4456.470215
	Iteration 18Q: 3 clusters Score -887663.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -887673.875000 Penalty: 4456.470215
	Iteration 19Q: 3 clusters Score -887673.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -887689.250000 Penalty: 4456.470215
	Iteration 20F: 3 clusters Score -887689.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -887700.812500 Penalty: 4456.470215
	Iteration 21Q: 3 clusters Score -887700.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -887710.437500 Penalty: 4456.470215
	Iteration 22Q: 3 clusters Score -887710.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -887714.000000 Penalty: 4456.470215
	Iteration 23Q: 3 clusters Score -887714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -887715.812500 Penalty: 4456.470215
	Iteration 24Q: 3 clusters Score -887715.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7216 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -887716.250000 Penalty: 4456.470215
	Iteration 25Q: 3 clusters Score -887716.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -887716.375000 Penalty: 4456.470215
	Iteration 26Q: 3 clusters Score -887716.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -887716.562500 Penalty: 4456.470215
	Iteration 27Q: 3 clusters Score -887716.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7218 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -887716.562500 Penalty: 4456.470215
	Iteration 28F: 3 clusters Score -887716.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Entering Unmasked Estep 
Score: -1786740.625000 Penalty: 2383.841797
	Iteration 0F: 2 clusters Score -1786741 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1775884.375000 Penalty: 4767.683594
	Iteration 0F: 3 clusters Score -1775884 nChanged 6520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7472 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1779319.000000 Penalty: 4767.683594
	Iteration 1F: 3 clusters Score -1779319 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1779640.500000 Penalty: 4767.683594
	Iteration 2F: 3 clusters Score -1779640 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 7502 members 
Entering Unmasked Estep 
Score: -1779884.000000 Penalty: 4767.683594
	Iteration 3Q: 3 clusters Score -1779884 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1780065.375000 Penalty: 4767.683594
	Iteration 4Q: 3 clusters Score -1780065 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -1780243.750000 Penalty: 4767.683594
	Iteration 5Q: 3 clusters Score -1780244 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 7448 members 
Entering Unmasked Estep 
Score: -1780414.750000 Penalty: 4767.683594
	Iteration 6Q: 3 clusters Score -1780415 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 7375 members 
Entering Unmasked Estep 
Score: -1780601.375000 Penalty: 4767.683594
	Iteration 7Q: 3 clusters Score -1780601 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -1780819.750000 Penalty: 4767.683594
	Iteration 8Q: 3 clusters Score -1780820 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1781125.375000 Penalty: 4767.683594
	Iteration 9Q: 3 clusters Score -1781125 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1781466.500000 Penalty: 4767.683594
	Iteration 10Q: 3 clusters Score -1781466 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -1781850.375000 Penalty: 4767.683594
	Iteration 11Q: 3 clusters Score -1781850 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -1782275.625000 Penalty: 4767.683594
	Iteration 12Q: 3 clusters Score -1782276 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
Score: -1782691.625000 Penalty: 4767.683594
	Iteration 13Q: 3 clusters Score -1782692 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -1783044.125000 Penalty: 4767.683594
	Iteration 14Q: 3 clusters Score -1783044 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -1783304.875000 Penalty: 4767.683594
	Iteration 15Q: 3 clusters Score -1783305 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -1783506.125000 Penalty: 4767.683594
	Iteration 16Q: 3 clusters Score -1783506 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 6329 members 
Entering Unmasked Estep 
Score: -1783681.250000 Penalty: 4767.683594
	Iteration 17Q: 3 clusters Score -1783681 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -1783827.250000 Penalty: 4767.683594
	Iteration 18Q: 3 clusters Score -1783827 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -1783952.000000 Penalty: 4767.683594
	Iteration 19Q: 3 clusters Score -1783952 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9006 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -1784092.750000 Penalty: 4767.683594
	Iteration 20F: 3 clusters Score -1784093 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1784202.500000 Penalty: 4767.683594
	Iteration 21Q: 3 clusters Score -1784202 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9272 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1784311.000000 Penalty: 4767.683594
	Iteration 22Q: 3 clusters Score -1784311 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9407 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1784391.125000 Penalty: 4767.683594
	Iteration 23Q: 3 clusters Score -1784391 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1784452.000000 Penalty: 4767.683594
	Iteration 24Q: 3 clusters Score -1784452 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 5333 members 
Entering Unmasked Estep 
Score: -1784481.625000 Penalty: 4767.683594
	Iteration 25Q: 3 clusters Score -1784482 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -1784513.000000 Penalty: 4767.683594
	Iteration 26Q: 3 clusters Score -1784513 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9720 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1784526.125000 Penalty: 4767.683594
	Iteration 27Q: 3 clusters Score -1784526 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 5185 members 
Entering Unmasked Estep 
Score: -1784529.375000 Penalty: 4767.683594
	Iteration 28Q: 3 clusters Score -1784529 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1784532.625000 Penalty: 4767.683594
	Iteration 29Q: 3 clusters Score -1784533 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9807 members 
Mstep: Class 2 contains 5140 members 
Entering Unmasked Estep 
Score: -1784539.875000 Penalty: 4767.683594
	Iteration 30Q: 3 clusters Score -1784540 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1784538.375000 Penalty: 4767.683594
	Iteration 31Q: 3 clusters Score -1784538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -1784547.625000 Penalty: 4767.683594
	Iteration 32Q: 3 clusters Score -1784548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1784545.000000 Penalty: 4767.683594
	Iteration 33Q: 3 clusters Score -1784545 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -1784542.000000 Penalty: 4767.683594
	Iteration 34Q: 3 clusters Score -1784542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1784543.250000 Penalty: 4767.683594
	Iteration 35Q: 3 clusters Score -1784543 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9849 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1784540.625000 Penalty: 4767.683594
	Iteration 36Q: 3 clusters Score -1784541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9850 members 
Mstep: Class 2 contains 5097 members 
Entering Unmasked Estep 
Score: -1784544.125000 Penalty: 4767.683594
	Iteration 37Q: 3 clusters Score -1784544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1784545.250000 Penalty: 4767.683594
	Iteration 38Q: 3 clusters Score -1784545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 5092 members 
Entering Unmasked Estep 
Score: -1784546.500000 Penalty: 4767.683594
	Iteration 39Q: 3 clusters Score -1784546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1784547.250000 Penalty: 4767.683594
	Iteration 40F: 3 clusters Score -1784547 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9861 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1784547.125000 Penalty: 4767.683594
	Iteration 41Q: 3 clusters Score -1784547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -1784548.250000 Penalty: 4767.683594
	Iteration 42Q: 3 clusters Score -1784548 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -1784546.125000 Penalty: 4767.683594
	Iteration 43Q: 3 clusters Score -1784546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1784545.750000 Penalty: 4767.683594
	Iteration 44Q: 3 clusters Score -1784546 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -1784546.000000 Penalty: 4767.683594
	Iteration 45Q: 3 clusters Score -1784546 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1784545.875000 Penalty: 4767.683594
	Iteration 46Q: 3 clusters Score -1784546 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1784545.875000 Penalty: 4767.683594
	Iteration 47F: 3 clusters Score -1784546 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -248675.765625 Penalty: 1900.525146
	Iteration 0F: 2 clusters Score -248675.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -245951.218750 Penalty: 3801.050293
	Iteration 0F: 3 clusters Score -245951.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -246421.828125 Penalty: 3801.050293
	Iteration 1F: 3 clusters Score -246421.8 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -246519.718750 Penalty: 3801.050293
	Iteration 2F: 3 clusters Score -246519.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -246578.937500 Penalty: 3801.050293
	Iteration 3Q: 3 clusters Score -246578.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -246614.093750 Penalty: 3801.050293
	Iteration 4Q: 3 clusters Score -246614.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -246634.187500 Penalty: 3801.050293
	Iteration 5Q: 3 clusters Score -246634.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -246648.937500 Penalty: 3801.050293
	Iteration 6Q: 3 clusters Score -246648.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -246660.390625 Penalty: 3801.050293
	Iteration 7Q: 3 clusters Score -246660.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -246668.078125 Penalty: 3801.050293
	Iteration 8Q: 3 clusters Score -246668.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -246676.609375 Penalty: 3801.050293
	Iteration 9Q: 3 clusters Score -246676.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -246685.156250 Penalty: 3801.050293
	Iteration 10Q: 3 clusters Score -246685.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -246692.750000 Penalty: 3801.050293
	Iteration 11Q: 3 clusters Score -246692.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -246700.156250 Penalty: 3801.050293
	Iteration 12Q: 3 clusters Score -246700.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -246706.671875 Penalty: 3801.050293
	Iteration 13Q: 3 clusters Score -246706.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -246708.656250 Penalty: 3801.050293
	Iteration 14Q: 3 clusters Score -246708.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -246710.203125 Penalty: 3801.050293
	Iteration 15Q: 3 clusters Score -246710.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -246714.140625 Penalty: 3801.050293
	Iteration 16Q: 3 clusters Score -246714.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -246717.515625 Penalty: 3801.050293
	Iteration 17Q: 3 clusters Score -246717.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -246722.078125 Penalty: 3801.050293
	Iteration 18Q: 3 clusters Score -246722.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -246724.609375 Penalty: 3801.050293
	Iteration 19Q: 3 clusters Score -246724.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -246727.140625 Penalty: 3801.050293
	Iteration 20F: 3 clusters Score -246727.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -246729.453125 Penalty: 3801.050293
	Iteration 21Q: 3 clusters Score -246729.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -246731.625000 Penalty: 3801.050293
	Iteration 22Q: 3 clusters Score -246731.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -246735.156250 Penalty: 3801.050293
	Iteration 23Q: 3 clusters Score -246735.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -246737.437500 Penalty: 3801.050293
	Iteration 24Q: 3 clusters Score -246737.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -246738.953125 Penalty: 3801.050293
	Iteration 25Q: 3 clusters Score -246739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -246738.953125 Penalty: 3801.050293
	Iteration 26F: 3 clusters Score -246739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (67756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67756 members 
Entering Unmasked Estep 
Score: -8045674.500000 Penalty: 2758.669922
	Iteration 0F: 2 clusters Score -8045674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33828 members 
Mstep: Class 2 contains 33928 members 
Entering Unmasked Estep 
Score: -8000305.000000 Penalty: 5517.339844
	Iteration 0F: 3 clusters Score -8000305 nChanged 31774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33704 members 
Mstep: Class 2 contains 34052 members 
Entering Unmasked Estep 
Score: -8018025.500000 Penalty: 5517.339844
	Iteration 1F: 3 clusters Score -8018026 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33798 members 
Mstep: Class 2 contains 33958 members 
Entering Unmasked Estep 
Score: -8018804.000000 Penalty: 5517.339844
	Iteration 2Q: 3 clusters Score -8018804 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -8019767.000000 Penalty: 5517.339844
	Iteration 3Q: 3 clusters Score -8019767 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -8020997.500000 Penalty: 5517.339844
	Iteration 4Q: 3 clusters Score -8020998 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34622 members 
Mstep: Class 2 contains 33134 members 
Entering Unmasked Estep 
Score: -8022788.500000 Penalty: 5517.339844
	Iteration 5Q: 3 clusters Score -8022788 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35326 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -8025173.000000 Penalty: 5517.339844
	Iteration 6F: 3 clusters Score -8025173 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -8028349.500000 Penalty: 5517.339844
	Iteration 7F: 3 clusters Score -8028350 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 30031 members 
Entering Unmasked Estep 
Score: -8031918.500000 Penalty: 5517.339844
	Iteration 8F: 3 clusters Score -8031918 nChanged 4151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39046 members 
Mstep: Class 2 contains 28710 members 
Entering Unmasked Estep 
Score: -8034775.000000 Penalty: 5517.339844
	Iteration 9F: 3 clusters Score -8034775 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40063 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -8036053.500000 Penalty: 5517.339844
	Iteration 10Q: 3 clusters Score -8036054 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40910 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -8036668.500000 Penalty: 5517.339844
	Iteration 11Q: 3 clusters Score -8036668 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41670 members 
Mstep: Class 2 contains 26086 members 
Entering Unmasked Estep 
Score: -8037042.500000 Penalty: 5517.339844
	Iteration 12Q: 3 clusters Score -8037042 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -8037319.500000 Penalty: 5517.339844
	Iteration 13Q: 3 clusters Score -8037320 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42985 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -8037501.000000 Penalty: 5517.339844
	Iteration 14Q: 3 clusters Score -8037501 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43673 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -8037670.500000 Penalty: 5517.339844
	Iteration 15Q: 3 clusters Score -8037670 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44313 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -8037924.500000 Penalty: 5517.339844
	Iteration 16Q: 3 clusters Score -8037924 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44994 members 
Mstep: Class 2 contains 22762 members 
Entering Unmasked Estep 
Score: -8038152.500000 Penalty: 5517.339844
	Iteration 17Q: 3 clusters Score -8038152 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45719 members 
Mstep: Class 2 contains 22037 members 
Entering Unmasked Estep 
Score: -8038285.500000 Penalty: 5517.339844
	Iteration 18Q: 3 clusters Score -8038286 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -8038437.000000 Penalty: 5517.339844
	Iteration 19Q: 3 clusters Score -8038437 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47143 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -8038638.000000 Penalty: 5517.339844
	Iteration 20F: 3 clusters Score -8038638 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47834 members 
Mstep: Class 2 contains 19922 members 
Entering Unmasked Estep 
Score: -8038814.500000 Penalty: 5517.339844
	Iteration 21Q: 3 clusters Score -8038814 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48525 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -8038988.500000 Penalty: 5517.339844
	Iteration 22Q: 3 clusters Score -8038988 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49185 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -8039138.000000 Penalty: 5517.339844
	Iteration 23Q: 3 clusters Score -8039138 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49849 members 
Mstep: Class 2 contains 17907 members 
Entering Unmasked Estep 
Score: -8039318.000000 Penalty: 5517.339844
	Iteration 24Q: 3 clusters Score -8039318 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50497 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -8039425.500000 Penalty: 5517.339844
	Iteration 25Q: 3 clusters Score -8039426 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51135 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -8039567.000000 Penalty: 5517.339844
	Iteration 26Q: 3 clusters Score -8039567 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -8039730.000000 Penalty: 5517.339844
	Iteration 27Q: 3 clusters Score -8039730 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52388 members 
Mstep: Class 2 contains 15368 members 
Entering Unmasked Estep 
Score: -8039880.500000 Penalty: 5517.339844
	Iteration 28Q: 3 clusters Score -8039880 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53054 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -8040010.500000 Penalty: 5517.339844
	Iteration 29Q: 3 clusters Score -8040010 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53684 members 
Mstep: Class 2 contains 14072 members 
Entering Unmasked Estep 
Score: -8040199.500000 Penalty: 5517.339844
	Iteration 30Q: 3 clusters Score -8040200 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54286 members 
Mstep: Class 2 contains 13470 members 
Entering Unmasked Estep 
Score: -8040327.500000 Penalty: 5517.339844
	Iteration 31Q: 3 clusters Score -8040328 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54861 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -8040450.500000 Penalty: 5517.339844
	Iteration 32Q: 3 clusters Score -8040450 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55425 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -8040598.500000 Penalty: 5517.339844
	Iteration 33Q: 3 clusters Score -8040598 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55977 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -8040763.000000 Penalty: 5517.339844
	Iteration 34Q: 3 clusters Score -8040763 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56527 members 
Mstep: Class 2 contains 11229 members 
Entering Unmasked Estep 
Score: -8040925.000000 Penalty: 5517.339844
	Iteration 35Q: 3 clusters Score -8040925 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57032 members 
Mstep: Class 2 contains 10724 members 
Entering Unmasked Estep 
Score: -8041040.500000 Penalty: 5517.339844
	Iteration 36Q: 3 clusters Score -8041040 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -8041153.500000 Penalty: 5517.339844
	Iteration 37Q: 3 clusters Score -8041154 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57988 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -8041281.000000 Penalty: 5517.339844
	Iteration 38Q: 3 clusters Score -8041281 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58426 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -8041371.000000 Penalty: 5517.339844
	Iteration 39Q: 3 clusters Score -8041371 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58868 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -8041476.000000 Penalty: 5517.339844
	Iteration 40F: 3 clusters Score -8041476 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59287 members 
Mstep: Class 2 contains 8469 members 
Entering Unmasked Estep 
Score: -8041547.000000 Penalty: 5517.339844
	Iteration 41Q: 3 clusters Score -8041547 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59680 members 
Mstep: Class 2 contains 8076 members 
Entering Unmasked Estep 
Score: -8041680.500000 Penalty: 5517.339844
	Iteration 42Q: 3 clusters Score -8041680 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60042 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -8041774.000000 Penalty: 5517.339844
	Iteration 43Q: 3 clusters Score -8041774 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60407 members 
Mstep: Class 2 contains 7349 members 
Entering Unmasked Estep 
Score: -8041881.000000 Penalty: 5517.339844
	Iteration 44Q: 3 clusters Score -8041881 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60762 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -8041976.000000 Penalty: 5517.339844
	Iteration 45Q: 3 clusters Score -8041976 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61115 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -8042033.000000 Penalty: 5517.339844
	Iteration 46Q: 3 clusters Score -8042033 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61467 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -8042115.500000 Penalty: 5517.339844
	Iteration 47Q: 3 clusters Score -8042116 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61811 members 
Mstep: Class 2 contains 5945 members 
Entering Unmasked Estep 
Score: -8042185.000000 Penalty: 5517.339844
	Iteration 48Q: 3 clusters Score -8042185 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62133 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -8042272.000000 Penalty: 5517.339844
	Iteration 49Q: 3 clusters Score -8042272 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62459 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -8042373.000000 Penalty: 5517.339844
	Iteration 50Q: 3 clusters Score -8042373 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62754 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -8042422.000000 Penalty: 5517.339844
	Iteration 51Q: 3 clusters Score -8042422 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63043 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -8042522.000000 Penalty: 5517.339844
	Iteration 52Q: 3 clusters Score -8042522 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63324 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -8042655.500000 Penalty: 5517.339844
	Iteration 53Q: 3 clusters Score -8042656 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63578 members 
Mstep: Class 2 contains 4178 members 
Entering Unmasked Estep 
Score: -8042709.000000 Penalty: 5517.339844
	Iteration 54Q: 3 clusters Score -8042709 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63827 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -8042825.500000 Penalty: 5517.339844
	Iteration 55Q: 3 clusters Score -8042826 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64053 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -8042879.000000 Penalty: 5517.339844
	Iteration 56Q: 3 clusters Score -8042879 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64243 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -8042902.000000 Penalty: 5517.339844
	Iteration 57Q: 3 clusters Score -8042902 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64416 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8042958.500000 Penalty: 5517.339844
	Iteration 58Q: 3 clusters Score -8042958 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64572 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -8043002.500000 Penalty: 5517.339844
	Iteration 59Q: 3 clusters Score -8043002 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64741 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -8043062.000000 Penalty: 5517.339844
	Iteration 60F: 3 clusters Score -8043062 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64892 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -8043103.500000 Penalty: 5517.339844
	Iteration 61Q: 3 clusters Score -8043104 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65017 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -8043126.000000 Penalty: 5517.339844
	Iteration 62Q: 3 clusters Score -8043126 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65120 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -8043152.000000 Penalty: 5517.339844
	Iteration 63Q: 3 clusters Score -8043152 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65214 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -8043194.000000 Penalty: 5517.339844
	Iteration 64Q: 3 clusters Score -8043194 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65301 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8043214.000000 Penalty: 5517.339844
	Iteration 65Q: 3 clusters Score -8043214 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65392 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -8043240.000000 Penalty: 5517.339844
	Iteration 66Q: 3 clusters Score -8043240 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65466 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8043269.000000 Penalty: 5517.339844
	Iteration 67Q: 3 clusters Score -8043269 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65535 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -8043297.500000 Penalty: 5517.339844
	Iteration 68Q: 3 clusters Score -8043298 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65600 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -8043315.000000 Penalty: 5517.339844
	Iteration 69Q: 3 clusters Score -8043315 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65659 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -8043332.000000 Penalty: 5517.339844
	Iteration 70Q: 3 clusters Score -8043332 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65702 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -8043338.500000 Penalty: 5517.339844
	Iteration 71Q: 3 clusters Score -8043338 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65732 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -8043342.500000 Penalty: 5517.339844
	Iteration 72Q: 3 clusters Score -8043342 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65752 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -8043376.000000 Penalty: 5517.339844
	Iteration 73Q: 3 clusters Score -8043376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65779 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8043395.500000 Penalty: 5517.339844
	Iteration 74Q: 3 clusters Score -8043396 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -8043390.500000 Penalty: 5517.339844
	Iteration 75Q: 3 clusters Score -8043390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65838 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8043401.500000 Penalty: 5517.339844
	Iteration 76Q: 3 clusters Score -8043402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65872 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8043418.500000 Penalty: 5517.339844
	Iteration 77Q: 3 clusters Score -8043418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65901 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8043420.000000 Penalty: 5517.339844
	Iteration 78Q: 3 clusters Score -8043420 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65922 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8043432.500000 Penalty: 5517.339844
	Iteration 79Q: 3 clusters Score -8043432 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65936 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -8043440.000000 Penalty: 5517.339844
	Iteration 80F: 3 clusters Score -8043440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65954 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -8043433.000000 Penalty: 5517.339844
	Iteration 81Q: 3 clusters Score -8043433 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65976 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -8043436.500000 Penalty: 5517.339844
	Iteration 82Q: 3 clusters Score -8043436 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65998 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8043442.500000 Penalty: 5517.339844
	Iteration 83Q: 3 clusters Score -8043442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66010 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8043443.500000 Penalty: 5517.339844
	Iteration 84Q: 3 clusters Score -8043444 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66028 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8043451.500000 Penalty: 5517.339844
	Iteration 85Q: 3 clusters Score -8043452 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66043 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -8043472.500000 Penalty: 5517.339844
	Iteration 86Q: 3 clusters Score -8043472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66054 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -8043473.000000 Penalty: 5517.339844
	Iteration 87Q: 3 clusters Score -8043473 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66064 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -8043472.500000 Penalty: 5517.339844
	Iteration 88Q: 3 clusters Score -8043472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66076 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -8043477.500000 Penalty: 5517.339844
	Iteration 89Q: 3 clusters Score -8043478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66086 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8043476.500000 Penalty: 5517.339844
	Iteration 90Q: 3 clusters Score -8043476 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -8043481.000000 Penalty: 5517.339844
	Iteration 91Q: 3 clusters Score -8043481 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -8043481.000000 Penalty: 5517.339844
	Iteration 92Q: 3 clusters Score -8043481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8043479.000000 Penalty: 5517.339844
	Iteration 93Q: 3 clusters Score -8043479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8043487.000000 Penalty: 5517.339844
	Iteration 94Q: 3 clusters Score -8043487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66114 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -8043485.500000 Penalty: 5517.339844
	Iteration 95Q: 3 clusters Score -8043486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66113 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8043491.000000 Penalty: 5517.339844
	Iteration 96Q: 3 clusters Score -8043491 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8043484.500000 Penalty: 5517.339844
	Iteration 97Q: 3 clusters Score -8043484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -8043484.500000 Penalty: 5517.339844
	Iteration 98F: 3 clusters Score -8043484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Entering Unmasked Estep 
Score: -1914251.750000 Penalty: 2415.774902
	Iteration 0F: 2 clusters Score -1914252 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8527 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -1902086.125000 Penalty: 4831.549805
	Iteration 0F: 3 clusters Score -1902086 nChanged 7378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 8266 members 
Entering Unmasked Estep 
Score: -1906039.500000 Penalty: 4831.549805
	Iteration 1F: 3 clusters Score -1906040 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -1906387.500000 Penalty: 4831.549805
	Iteration 2F: 3 clusters Score -1906388 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -1906704.250000 Penalty: 4831.549805
	Iteration 3Q: 3 clusters Score -1906704 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 7684 members 
Entering Unmasked Estep 
Score: -1907000.250000 Penalty: 4831.549805
	Iteration 4Q: 3 clusters Score -1907000 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 7347 members 
Entering Unmasked Estep 
Score: -1907309.625000 Penalty: 4831.549805
	Iteration 5Q: 3 clusters Score -1907310 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -1907640.625000 Penalty: 4831.549805
	Iteration 6Q: 3 clusters Score -1907641 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1907999.000000 Penalty: 4831.549805
	Iteration 7Q: 3 clusters Score -1907999 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11141 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1908391.000000 Penalty: 4831.549805
	Iteration 8Q: 3 clusters Score -1908391 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 5297 members 
Entering Unmasked Estep 
Score: -1908773.250000 Penalty: 4831.549805
	Iteration 9Q: 3 clusters Score -1908773 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -1909160.625000 Penalty: 4831.549805
	Iteration 10Q: 3 clusters Score -1909161 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 4106 members 
Entering Unmasked Estep 
Score: -1909577.500000 Penalty: 4831.549805
	Iteration 11Q: 3 clusters Score -1909578 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -1910017.250000 Penalty: 4831.549805
	Iteration 12Q: 3 clusters Score -1910017 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14111 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1910432.625000 Penalty: 4831.549805
	Iteration 13Q: 3 clusters Score -1910433 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -1910816.125000 Penalty: 4831.549805
	Iteration 14Q: 3 clusters Score -1910816 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1911118.750000 Penalty: 4831.549805
	Iteration 15Q: 3 clusters Score -1911119 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1911401.250000 Penalty: 4831.549805
	Iteration 16Q: 3 clusters Score -1911401 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -1911643.750000 Penalty: 4831.549805
	Iteration 17Q: 3 clusters Score -1911644 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -1911830.750000 Penalty: 4831.549805
	Iteration 18Q: 3 clusters Score -1911831 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -1911955.125000 Penalty: 4831.549805
	Iteration 19Q: 3 clusters Score -1911955 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16272 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -1912030.375000 Penalty: 4831.549805
	Iteration 20F: 3 clusters Score -1912030 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1912082.125000 Penalty: 4831.549805
	Iteration 21Q: 3 clusters Score -1912082 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -1912127.125000 Penalty: 4831.549805
	Iteration 22Q: 3 clusters Score -1912127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1912156.375000 Penalty: 4831.549805
	Iteration 23Q: 3 clusters Score -1912156 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16441 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1912179.750000 Penalty: 4831.549805
	Iteration 24Q: 3 clusters Score -1912180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16463 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -1912205.875000 Penalty: 4831.549805
	Iteration 25Q: 3 clusters Score -1912206 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1912222.625000 Penalty: 4831.549805
	Iteration 26Q: 3 clusters Score -1912223 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16488 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1912227.750000 Penalty: 4831.549805
	Iteration 27Q: 3 clusters Score -1912228 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -1912236.625000 Penalty: 4831.549805
	Iteration 28Q: 3 clusters Score -1912237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1912245.250000 Penalty: 4831.549805
	Iteration 29Q: 3 clusters Score -1912245 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -1912253.625000 Penalty: 4831.549805
	Iteration 30Q: 3 clusters Score -1912254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16513 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -1912257.375000 Penalty: 4831.549805
	Iteration 31Q: 3 clusters Score -1912257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16518 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -1912263.750000 Penalty: 4831.549805
	Iteration 32Q: 3 clusters Score -1912264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -1912269.250000 Penalty: 4831.549805
	Iteration 33Q: 3 clusters Score -1912269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1912273.875000 Penalty: 4831.549805
	Iteration 34Q: 3 clusters Score -1912274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -1912279.250000 Penalty: 4831.549805
	Iteration 35Q: 3 clusters Score -1912279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1912281.625000 Penalty: 4831.549805
	Iteration 36Q: 3 clusters Score -1912282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1912283.375000 Penalty: 4831.549805
	Iteration 37Q: 3 clusters Score -1912283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1912283.125000 Penalty: 4831.549805
	Iteration 38Q: 3 clusters Score -1912283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1912285.500000 Penalty: 4831.549805
	Iteration 39Q: 3 clusters Score -1912286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1912289.750000 Penalty: 4831.549805
	Iteration 40F: 3 clusters Score -1912290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1912295.375000 Penalty: 4831.549805
	Iteration 41Q: 3 clusters Score -1912295 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1912295.375000 Penalty: 4831.549805
	Iteration 42F: 3 clusters Score -1912295 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Entering Unmasked Estep 
Score: -1141846.125000 Penalty: 2289.148438
	Iteration 0F: 2 clusters Score -1141846 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5048 members 
Mstep: Class 2 contains 5155 members 
Entering Unmasked Estep 
Score: -1134073.625000 Penalty: 4578.296875
	Iteration 0F: 3 clusters Score -1134074 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4918 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1136400.000000 Penalty: 4578.296875
	Iteration 1F: 3 clusters Score -1136400 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -1136755.750000 Penalty: 4578.296875
	Iteration 2F: 3 clusters Score -1136756 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1137014.250000 Penalty: 4578.296875
	Iteration 3F: 3 clusters Score -1137014 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1137224.625000 Penalty: 4578.296875
	Iteration 4Q: 3 clusters Score -1137225 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1137439.375000 Penalty: 4578.296875
	Iteration 5Q: 3 clusters Score -1137439 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -1137688.375000 Penalty: 4578.296875
	Iteration 6Q: 3 clusters Score -1137688 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1137923.875000 Penalty: 4578.296875
	Iteration 7Q: 3 clusters Score -1137924 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 6302 members 
Entering Unmasked Estep 
Score: -1138182.625000 Penalty: 4578.296875
	Iteration 8Q: 3 clusters Score -1138183 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -1138493.500000 Penalty: 4578.296875
	Iteration 9Q: 3 clusters Score -1138494 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1138836.000000 Penalty: 4578.296875
	Iteration 10Q: 3 clusters Score -1138836 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1139164.625000 Penalty: 4578.296875
	Iteration 11Q: 3 clusters Score -1139165 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
Score: -1139430.625000 Penalty: 4578.296875
	Iteration 12Q: 3 clusters Score -1139431 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -1139668.125000 Penalty: 4578.296875
	Iteration 13Q: 3 clusters Score -1139668 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -1139832.250000 Penalty: 4578.296875
	Iteration 14Q: 3 clusters Score -1139832 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -1139975.750000 Penalty: 4578.296875
	Iteration 15Q: 3 clusters Score -1139976 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 8073 members 
Entering Unmasked Estep 
Score: -1140104.000000 Penalty: 4578.296875
	Iteration 16Q: 3 clusters Score -1140104 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -1140210.875000 Penalty: 4578.296875
	Iteration 17Q: 3 clusters Score -1140211 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -1140298.500000 Penalty: 4578.296875
	Iteration 18Q: 3 clusters Score -1140298 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1140353.625000 Penalty: 4578.296875
	Iteration 19Q: 3 clusters Score -1140354 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 8454 members 
Entering Unmasked Estep 
Score: -1140398.125000 Penalty: 4578.296875
	Iteration 20F: 3 clusters Score -1140398 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8517 members 
Entering Unmasked Estep 
Score: -1140429.750000 Penalty: 4578.296875
	Iteration 21Q: 3 clusters Score -1140430 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 8573 members 
Entering Unmasked Estep 
Score: -1140455.625000 Penalty: 4578.296875
	Iteration 22Q: 3 clusters Score -1140456 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 8624 members 
Entering Unmasked Estep 
Score: -1140478.375000 Penalty: 4578.296875
	Iteration 23Q: 3 clusters Score -1140478 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 8680 members 
Entering Unmasked Estep 
Score: -1140504.375000 Penalty: 4578.296875
	Iteration 24Q: 3 clusters Score -1140504 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 8729 members 
Entering Unmasked Estep 
Score: -1140529.000000 Penalty: 4578.296875
	Iteration 25Q: 3 clusters Score -1140529 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -1140545.000000 Penalty: 4578.296875
	Iteration 26Q: 3 clusters Score -1140545 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1140554.250000 Penalty: 4578.296875
	Iteration 27Q: 3 clusters Score -1140554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1140555.125000 Penalty: 4578.296875
	Iteration 28Q: 3 clusters Score -1140555 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -1140557.750000 Penalty: 4578.296875
	Iteration 29Q: 3 clusters Score -1140558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 8828 members 
Entering Unmasked Estep 
Score: -1140561.625000 Penalty: 4578.296875
	Iteration 30Q: 3 clusters Score -1140562 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 8838 members 
Entering Unmasked Estep 
Score: -1140566.375000 Penalty: 4578.296875
	Iteration 31Q: 3 clusters Score -1140566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -1140569.625000 Penalty: 4578.296875
	Iteration 32Q: 3 clusters Score -1140570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 8856 members 
Entering Unmasked Estep 
Score: -1140572.875000 Penalty: 4578.296875
	Iteration 33Q: 3 clusters Score -1140573 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -1140576.875000 Penalty: 4578.296875
	Iteration 34Q: 3 clusters Score -1140577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1140582.750000 Penalty: 4578.296875
	Iteration 35Q: 3 clusters Score -1140583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -1140582.375000 Penalty: 4578.296875
	Iteration 36Q: 3 clusters Score -1140582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -1140581.500000 Penalty: 4578.296875
	Iteration 37Q: 3 clusters Score -1140582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -1140583.500000 Penalty: 4578.296875
	Iteration 38Q: 3 clusters Score -1140584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -1140584.125000 Penalty: 4578.296875
	Iteration 39Q: 3 clusters Score -1140584 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -1140586.500000 Penalty: 4578.296875
	Iteration 40F: 3 clusters Score -1140586 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1140587.750000 Penalty: 4578.296875
	Iteration 41Q: 3 clusters Score -1140588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -1140588.250000 Penalty: 4578.296875
	Iteration 42Q: 3 clusters Score -1140588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -1140589.375000 Penalty: 4578.296875
	Iteration 43Q: 3 clusters Score -1140589 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1140587.750000 Penalty: 4578.296875
	Iteration 44Q: 3 clusters Score -1140588 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -1140587.750000 Penalty: 4578.296875
	Iteration 45F: 3 clusters Score -1140588 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -49417.375000 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -49417.38 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 220 members 
Entering Unmasked Estep 
Score: -47910.972656 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -47910.97 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -48072.144531 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -48072.14 nChanged 19
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: -48119.332031 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -48119.33 nChanged 7
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: -48134.335938 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -48134.34 nChanged 1
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: -48140.613281 Penalty: 3064.260254
	Iteration 4Q: 3 clusters Score -48140.61 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -48141.882812 Penalty: 3064.260254
	Iteration 5Q: 3 clusters Score -48141.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -48143.117188 Penalty: 3064.260254
	Iteration 6Q: 3 clusters Score -48143.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -48145.324219 Penalty: 3064.260254
	Iteration 7Q: 3 clusters Score -48145.32 nChanged 1
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: -48149.398438 Penalty: 3064.260254
	Iteration 8Q: 3 clusters Score -48149.4 nChanged 0
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: -48149.398438 Penalty: 3064.260254
	Iteration 9F: 3 clusters Score -48149.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -44624.062500 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -44624.06 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 213 members 
Entering Unmasked Estep 
Score: -43173.058594 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -43173.06 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -43334.460938 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -43334.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43378.402344 Penalty: 3008.789795
	Iteration 2Q: 3 clusters Score -43378.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -43393.078125 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -43393.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -43405.179688 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -43405.18 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -43412.300781 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -43412.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43415.394531 Penalty: 3008.789795
	Iteration 6Q: 3 clusters Score -43415.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -43415.394531 Penalty: 3008.789795
	Iteration 7F: 3 clusters Score -43415.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (184367 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184367 members 
Entering Unmasked Estep 
Score: -21755498.000000 Penalty: 3006.921387
	Iteration 0F: 2 clusters Score -2.17555e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92119 members 
Mstep: Class 2 contains 92248 members 
Entering Unmasked Estep 
Score: -21633206.000000 Penalty: 6013.842773
	Iteration 0F: 3 clusters Score -2.163321e+07 nChanged 88600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90443 members 
Mstep: Class 2 contains 93924 members 
Entering Unmasked Estep 
Score: -21684760.000000 Penalty: 6013.842773
	Iteration 1F: 3 clusters Score -2.168476e+07 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89496 members 
Mstep: Class 2 contains 94871 members 
Entering Unmasked Estep 
Score: -21685710.000000 Penalty: 6013.842773
	Iteration 2Q: 3 clusters Score -2.168571e+07 nChanged 5201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88123 members 
Mstep: Class 2 contains 96244 members 
Entering Unmasked Estep 
Score: -21686934.000000 Penalty: 6013.842773
	Iteration 3Q: 3 clusters Score -2.168693e+07 nChanged 5856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86103 members 
Mstep: Class 2 contains 98264 members 
Entering Unmasked Estep 
Score: -21688648.000000 Penalty: 6013.842773
	Iteration 4Q: 3 clusters Score -2.168865e+07 nChanged 6724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83087 members 
Mstep: Class 2 contains 101280 members 
Entering Unmasked Estep 
Score: -21690916.000000 Penalty: 6013.842773
	Iteration 5Q: 3 clusters Score -2.169092e+07 nChanged 8249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78594 members 
Mstep: Class 2 contains 105773 members 
Entering Unmasked Estep 
Score: -21694750.000000 Penalty: 6013.842773
	Iteration 6Q: 3 clusters Score -2.169475e+07 nChanged 10416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72512 members 
Mstep: Class 2 contains 111855 members 
Entering Unmasked Estep 
Score: -21701618.000000 Penalty: 6013.842773
	Iteration 7F: 3 clusters Score -2.170162e+07 nChanged 12375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65165 members 
Mstep: Class 2 contains 119202 members 
Entering Unmasked Estep 
Score: -21711490.000000 Penalty: 6013.842773
	Iteration 8F: 3 clusters Score -2.171149e+07 nChanged 12600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58135 members 
Mstep: Class 2 contains 126232 members 
Entering Unmasked Estep 
Score: -21722186.000000 Penalty: 6013.842773
	Iteration 9F: 3 clusters Score -2.172219e+07 nChanged 10533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 131281 members 
Entering Unmasked Estep 
Score: -21729546.000000 Penalty: 6013.842773
	Iteration 10F: 3 clusters Score -2.172955e+07 nChanged 7272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49398 members 
Mstep: Class 2 contains 134969 members 
Entering Unmasked Estep 
Score: -21733014.000000 Penalty: 6013.842773
	Iteration 11Q: 3 clusters Score -2.173301e+07 nChanged 4621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46031 members 
Mstep: Class 2 contains 138336 members 
Entering Unmasked Estep 
Score: -21734872.000000 Penalty: 6013.842773
	Iteration 12Q: 3 clusters Score -2.173487e+07 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 141685 members 
Entering Unmasked Estep 
Score: -21736520.000000 Penalty: 6013.842773
	Iteration 13Q: 3 clusters Score -2.173652e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39321 members 
Mstep: Class 2 contains 145046 members 
Entering Unmasked Estep 
Score: -21738288.000000 Penalty: 6013.842773
	Iteration 14Q: 3 clusters Score -2.173829e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 148217 members 
Entering Unmasked Estep 
Score: -21739870.000000 Penalty: 6013.842773
	Iteration 15Q: 3 clusters Score -2.173987e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33150 members 
Mstep: Class 2 contains 151217 members 
Entering Unmasked Estep 
Score: -21741464.000000 Penalty: 6013.842773
	Iteration 16Q: 3 clusters Score -2.174146e+07 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30337 members 
Mstep: Class 2 contains 154030 members 
Entering Unmasked Estep 
Score: -21743068.000000 Penalty: 6013.842773
	Iteration 17Q: 3 clusters Score -2.174307e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 156610 members 
Entering Unmasked Estep 
Score: -21744300.000000 Penalty: 6013.842773
	Iteration 18Q: 3 clusters Score -2.17443e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 158871 members 
Entering Unmasked Estep 
Score: -21745340.000000 Penalty: 6013.842773
	Iteration 19Q: 3 clusters Score -2.174534e+07 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23390 members 
Mstep: Class 2 contains 160977 members 
Entering Unmasked Estep 
Score: -21746304.000000 Penalty: 6013.842773
	Iteration 20F: 3 clusters Score -2.17463e+07 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 162936 members 
Entering Unmasked Estep 
Score: -21747126.000000 Penalty: 6013.842773
	Iteration 21Q: 3 clusters Score -2.174713e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 164656 members 
Entering Unmasked Estep 
Score: -21747812.000000 Penalty: 6013.842773
	Iteration 22Q: 3 clusters Score -2.174781e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18120 members 
Mstep: Class 2 contains 166247 members 
Entering Unmasked Estep 
Score: -21748408.000000 Penalty: 6013.842773
	Iteration 23Q: 3 clusters Score -2.174841e+07 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 167698 members 
Entering Unmasked Estep 
Score: -21748890.000000 Penalty: 6013.842773
	Iteration 24Q: 3 clusters Score -2.174889e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15372 members 
Mstep: Class 2 contains 168995 members 
Entering Unmasked Estep 
Score: -21749226.000000 Penalty: 6013.842773
	Iteration 25Q: 3 clusters Score -2.174923e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14161 members 
Mstep: Class 2 contains 170206 members 
Entering Unmasked Estep 
Score: -21749386.000000 Penalty: 6013.842773
	Iteration 26Q: 3 clusters Score -2.174939e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13035 members 
Mstep: Class 2 contains 171332 members 
Entering Unmasked Estep 
Score: -21749796.000000 Penalty: 6013.842773
	Iteration 27Q: 3 clusters Score -2.17498e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 172370 members 
Entering Unmasked Estep 
Score: -21750130.000000 Penalty: 6013.842773
	Iteration 28Q: 3 clusters Score -2.175013e+07 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 173331 members 
Entering Unmasked Estep 
Score: -21750422.000000 Penalty: 6013.842773
	Iteration 29Q: 3 clusters Score -2.175042e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10186 members 
Mstep: Class 2 contains 174181 members 
Entering Unmasked Estep 
Score: -21750564.000000 Penalty: 6013.842773
	Iteration 30Q: 3 clusters Score -2.175056e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 174985 members 
Entering Unmasked Estep 
Score: -21750834.000000 Penalty: 6013.842773
	Iteration 31Q: 3 clusters Score -2.175083e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 175731 members 
Entering Unmasked Estep 
Score: -21751062.000000 Penalty: 6013.842773
	Iteration 32Q: 3 clusters Score -2.175106e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7928 members 
Mstep: Class 2 contains 176439 members 
Entering Unmasked Estep 
Score: -21751210.000000 Penalty: 6013.842773
	Iteration 33Q: 3 clusters Score -2.175121e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7233 members 
Mstep: Class 2 contains 177134 members 
Entering Unmasked Estep 
Score: -21751442.000000 Penalty: 6013.842773
	Iteration 34Q: 3 clusters Score -2.175144e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 177731 members 
Entering Unmasked Estep 
Score: -21751642.000000 Penalty: 6013.842773
	Iteration 35Q: 3 clusters Score -2.175164e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 178294 members 
Entering Unmasked Estep 
Score: -21751844.000000 Penalty: 6013.842773
	Iteration 36Q: 3 clusters Score -2.175184e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 178805 members 
Entering Unmasked Estep 
Score: -21752078.000000 Penalty: 6013.842773
	Iteration 37Q: 3 clusters Score -2.175208e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 179237 members 
Entering Unmasked Estep 
Score: -21752232.000000 Penalty: 6013.842773
	Iteration 38Q: 3 clusters Score -2.175223e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 179597 members 
Entering Unmasked Estep 
Score: -21752348.000000 Penalty: 6013.842773
	Iteration 39Q: 3 clusters Score -2.175235e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 179916 members 
Entering Unmasked Estep 
Score: -21752420.000000 Penalty: 6013.842773
	Iteration 40F: 3 clusters Score -2.175242e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 180195 members 
Entering Unmasked Estep 
Score: -21752420.000000 Penalty: 6013.842773
	Iteration 41Q: 3 clusters Score -2.175242e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3884 members 
Mstep: Class 2 contains 180483 members 
Entering Unmasked Estep 
Score: -21752500.000000 Penalty: 6013.842773
	Iteration 42Q: 3 clusters Score -2.17525e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 180755 members 
Entering Unmasked Estep 
Score: -21752586.000000 Penalty: 6013.842773
	Iteration 43Q: 3 clusters Score -2.175259e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 181001 members 
Entering Unmasked Estep 
Score: -21752620.000000 Penalty: 6013.842773
	Iteration 44Q: 3 clusters Score -2.175262e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 181209 members 
Entering Unmasked Estep 
Score: -21752670.000000 Penalty: 6013.842773
	Iteration 45Q: 3 clusters Score -2.175267e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 181394 members 
Entering Unmasked Estep 
Score: -21752744.000000 Penalty: 6013.842773
	Iteration 46Q: 3 clusters Score -2.175274e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 181559 members 
Entering Unmasked Estep 
Score: -21752824.000000 Penalty: 6013.842773
	Iteration 47Q: 3 clusters Score -2.175282e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 181703 members 
Entering Unmasked Estep 
Score: -21752810.000000 Penalty: 6013.842773
	Iteration 48Q: 3 clusters Score -2.175281e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 181808 members 
Entering Unmasked Estep 
Score: -21752884.000000 Penalty: 6013.842773
	Iteration 49Q: 3 clusters Score -2.175288e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 181911 members 
Entering Unmasked Estep 
Score: -21752912.000000 Penalty: 6013.842773
	Iteration 50Q: 3 clusters Score -2.175291e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 182009 members 
Entering Unmasked Estep 
Score: -21752890.000000 Penalty: 6013.842773
	Iteration 51Q: 3 clusters Score -2.175289e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 182109 members 
Entering Unmasked Estep 
Score: -21752942.000000 Penalty: 6013.842773
	Iteration 52Q: 3 clusters Score -2.175294e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 182193 members 
Entering Unmasked Estep 
Score: -21752974.000000 Penalty: 6013.842773
	Iteration 53Q: 3 clusters Score -2.175297e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 182274 members 
Entering Unmasked Estep 
Score: -21753016.000000 Penalty: 6013.842773
	Iteration 54Q: 3 clusters Score -2.175302e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 182339 members 
Entering Unmasked Estep 
Score: -21753034.000000 Penalty: 6013.842773
	Iteration 55Q: 3 clusters Score -2.175303e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 182402 members 
Entering Unmasked Estep 
Score: -21753048.000000 Penalty: 6013.842773
	Iteration 56Q: 3 clusters Score -2.175305e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 182456 members 
Entering Unmasked Estep 
Score: -21753056.000000 Penalty: 6013.842773
	Iteration 57Q: 3 clusters Score -2.175306e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 182497 members 
Entering Unmasked Estep 
Score: -21753032.000000 Penalty: 6013.842773
	Iteration 58Q: 3 clusters Score -2.175303e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 182535 members 
Entering Unmasked Estep 
Score: -21753060.000000 Penalty: 6013.842773
	Iteration 59Q: 3 clusters Score -2.175306e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 182577 members 
Entering Unmasked Estep 
Score: -21753066.000000 Penalty: 6013.842773
	Iteration 60F: 3 clusters Score -2.175307e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 182612 members 
Entering Unmasked Estep 
Score: -21753054.000000 Penalty: 6013.842773
	Iteration 61Q: 3 clusters Score -2.175305e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 182645 members 
Entering Unmasked Estep 
Score: -21753040.000000 Penalty: 6013.842773
	Iteration 62Q: 3 clusters Score -2.175304e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 182678 members 
Entering Unmasked Estep 
Score: -21753076.000000 Penalty: 6013.842773
	Iteration 63Q: 3 clusters Score -2.175308e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 182698 members 
Entering Unmasked Estep 
Score: -21753076.000000 Penalty: 6013.842773
	Iteration 64Q: 3 clusters Score -2.175308e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 182727 members 
Entering Unmasked Estep 
Score: -21753084.000000 Penalty: 6013.842773
	Iteration 65Q: 3 clusters Score -2.175308e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 182761 members 
Entering Unmasked Estep 
Score: -21753108.000000 Penalty: 6013.842773
	Iteration 66Q: 3 clusters Score -2.175311e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 182782 members 
Entering Unmasked Estep 
Score: -21753120.000000 Penalty: 6013.842773
	Iteration 67Q: 3 clusters Score -2.175312e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 182804 members 
Entering Unmasked Estep 
Score: -21753136.000000 Penalty: 6013.842773
	Iteration 68Q: 3 clusters Score -2.175314e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 182824 members 
Entering Unmasked Estep 
Score: -21753156.000000 Penalty: 6013.842773
	Iteration 69Q: 3 clusters Score -2.175316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 182832 members 
Entering Unmasked Estep 
Score: -21753148.000000 Penalty: 6013.842773
	Iteration 70Q: 3 clusters Score -2.175315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 182841 members 
Entering Unmasked Estep 
Score: -21753148.000000 Penalty: 6013.842773
	Iteration 71Q: 3 clusters Score -2.175315e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 182855 members 
Entering Unmasked Estep 
Score: -21753190.000000 Penalty: 6013.842773
	Iteration 72Q: 3 clusters Score -2.175319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 182865 members 
Entering Unmasked Estep 
Score: -21753166.000000 Penalty: 6013.842773
	Iteration 73Q: 3 clusters Score -2.175317e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 182876 members 
Entering Unmasked Estep 
Score: -21753152.000000 Penalty: 6013.842773
	Iteration 74Q: 3 clusters Score -2.175315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 182884 members 
Entering Unmasked Estep 
Score: -21753156.000000 Penalty: 6013.842773
	Iteration 75Q: 3 clusters Score -2.175316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 182889 members 
Entering Unmasked Estep 
Score: -21753156.000000 Penalty: 6013.842773
	Iteration 76Q: 3 clusters Score -2.175316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 182896 members 
Entering Unmasked Estep 
Score: -21753160.000000 Penalty: 6013.842773
	Iteration 77Q: 3 clusters Score -2.175316e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 182904 members 
Entering Unmasked Estep 
Score: -21753164.000000 Penalty: 6013.842773
	Iteration 78Q: 3 clusters Score -2.175316e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 182908 members 
Entering Unmasked Estep 
Score: -21753176.000000 Penalty: 6013.842773
	Iteration 79Q: 3 clusters Score -2.175318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 182912 members 
Entering Unmasked Estep 
Score: -21753192.000000 Penalty: 6013.842773
	Iteration 80F: 3 clusters Score -2.175319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 182916 members 
Entering Unmasked Estep 
Score: -21753194.000000 Penalty: 6013.842773
	Iteration 81Q: 3 clusters Score -2.175319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 182918 members 
Entering Unmasked Estep 
Score: -21753200.000000 Penalty: 6013.842773
	Iteration 82Q: 3 clusters Score -2.17532e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 182921 members 
Entering Unmasked Estep 
Score: -21753216.000000 Penalty: 6013.842773
	Iteration 83Q: 3 clusters Score -2.175322e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 182926 members 
Entering Unmasked Estep 
Score: -21753202.000000 Penalty: 6013.842773
	Iteration 84Q: 3 clusters Score -2.17532e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 182927 members 
Entering Unmasked Estep 
Score: -21753194.000000 Penalty: 6013.842773
	Iteration 85Q: 3 clusters Score -2.175319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 182928 members 
Entering Unmasked Estep 
Score: -21753208.000000 Penalty: 6013.842773
	Iteration 86Q: 3 clusters Score -2.175321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 182930 members 
Entering Unmasked Estep 
Score: -21753192.000000 Penalty: 6013.842773
	Iteration 87Q: 3 clusters Score -2.175319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 182931 members 
Entering Unmasked Estep 
Score: -21753188.000000 Penalty: 6013.842773
	Iteration 88Q: 3 clusters Score -2.175319e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 182931 members 
Entering Unmasked Estep 
Score: -21753190.000000 Penalty: 6013.842773
	Iteration 89Q: 3 clusters Score -2.175319e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 182931 members 
Entering Unmasked Estep 
Score: -21753190.000000 Penalty: 6013.842773
	Iteration 90F: 3 clusters Score -2.175319e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (167311 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167311 members 
Entering Unmasked Estep 
Score: -19722748.000000 Penalty: 2982.847168
	Iteration 0F: 2 clusters Score -1.972275e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83854 members 
Mstep: Class 2 contains 83457 members 
Entering Unmasked Estep 
Score: -19611762.000000 Penalty: 5965.694336
	Iteration 0F: 3 clusters Score -1.961176e+07 nChanged 80251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86713 members 
Mstep: Class 2 contains 80598 members 
Entering Unmasked Estep 
Score: -19658994.000000 Penalty: 5965.694336
	Iteration 1F: 3 clusters Score -1.965899e+07 nChanged 5689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88692 members 
Mstep: Class 2 contains 78619 members 
Entering Unmasked Estep 
Score: -19660474.000000 Penalty: 5965.694336
	Iteration 2Q: 3 clusters Score -1.966047e+07 nChanged 6202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91766 members 
Mstep: Class 2 contains 75545 members 
Entering Unmasked Estep 
Score: -19662526.000000 Penalty: 5965.694336
	Iteration 3Q: 3 clusters Score -1.966253e+07 nChanged 7069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96105 members 
Mstep: Class 2 contains 71206 members 
Entering Unmasked Estep 
Score: -19665486.000000 Penalty: 5965.694336
	Iteration 4Q: 3 clusters Score -1.966549e+07 nChanged 8504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102203 members 
Mstep: Class 2 contains 65108 members 
Entering Unmasked Estep 
Score: -19670140.000000 Penalty: 5965.694336
	Iteration 5F: 3 clusters Score -1.967014e+07 nChanged 10047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109994 members 
Mstep: Class 2 contains 57317 members 
Entering Unmasked Estep 
Score: -19676586.000000 Penalty: 5965.694336
	Iteration 6F: 3 clusters Score -1.967659e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118827 members 
Mstep: Class 2 contains 48484 members 
Entering Unmasked Estep 
Score: -19685364.000000 Penalty: 5965.694336
	Iteration 7F: 3 clusters Score -1.968536e+07 nChanged 10428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127099 members 
Mstep: Class 2 contains 40212 members 
Entering Unmasked Estep 
Score: -19693940.000000 Penalty: 5965.694336
	Iteration 8F: 3 clusters Score -1.969394e+07 nChanged 8307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133458 members 
Mstep: Class 2 contains 33853 members 
Entering Unmasked Estep 
Score: -19700296.000000 Penalty: 5965.694336
	Iteration 9Q: 3 clusters Score -1.97003e+07 nChanged 6137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138253 members 
Mstep: Class 2 contains 29058 members 
Entering Unmasked Estep 
Score: -19704134.000000 Penalty: 5965.694336
	Iteration 10Q: 3 clusters Score -1.970413e+07 nChanged 4522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142211 members 
Mstep: Class 2 contains 25100 members 
Entering Unmasked Estep 
Score: -19706788.000000 Penalty: 5965.694336
	Iteration 11Q: 3 clusters Score -1.970679e+07 nChanged 3673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145758 members 
Mstep: Class 2 contains 21553 members 
Entering Unmasked Estep 
Score: -19709060.000000 Penalty: 5965.694336
	Iteration 12Q: 3 clusters Score -1.970906e+07 nChanged 3220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148962 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -19710812.000000 Penalty: 5965.694336
	Iteration 13Q: 3 clusters Score -1.971081e+07 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151854 members 
Mstep: Class 2 contains 15457 members 
Entering Unmasked Estep 
Score: -19712588.000000 Penalty: 5965.694336
	Iteration 14Q: 3 clusters Score -1.971259e+07 nChanged 2609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154453 members 
Mstep: Class 2 contains 12858 members 
Entering Unmasked Estep 
Score: -19714060.000000 Penalty: 5965.694336
	Iteration 15Q: 3 clusters Score -1.971406e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156632 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -19715416.000000 Penalty: 5965.694336
	Iteration 16Q: 3 clusters Score -1.971542e+07 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158583 members 
Mstep: Class 2 contains 8728 members 
Entering Unmasked Estep 
Score: -19716658.000000 Penalty: 5965.694336
	Iteration 17Q: 3 clusters Score -1.971666e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160109 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -19717536.000000 Penalty: 5965.694336
	Iteration 18Q: 3 clusters Score -1.971754e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161299 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -19718316.000000 Penalty: 5965.694336
	Iteration 19Q: 3 clusters Score -1.971832e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162189 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -19718774.000000 Penalty: 5965.694336
	Iteration 20F: 3 clusters Score -1.971877e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162909 members 
Mstep: Class 2 contains 4402 members 
Entering Unmasked Estep 
Score: -19719082.000000 Penalty: 5965.694336
	Iteration 21Q: 3 clusters Score -1.971908e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163443 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -19719322.000000 Penalty: 5965.694336
	Iteration 22Q: 3 clusters Score -1.971932e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163879 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -19719540.000000 Penalty: 5965.694336
	Iteration 23Q: 3 clusters Score -1.971954e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164246 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -19719682.000000 Penalty: 5965.694336
	Iteration 24Q: 3 clusters Score -1.971968e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164527 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -19719762.000000 Penalty: 5965.694336
	Iteration 25Q: 3 clusters Score -1.971976e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164752 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -19719842.000000 Penalty: 5965.694336
	Iteration 26Q: 3 clusters Score -1.971984e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164927 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -19719878.000000 Penalty: 5965.694336
	Iteration 27Q: 3 clusters Score -1.971988e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165039 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -19719898.000000 Penalty: 5965.694336
	Iteration 28Q: 3 clusters Score -1.97199e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165140 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -19719938.000000 Penalty: 5965.694336
	Iteration 29Q: 3 clusters Score -1.971994e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165229 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -19719998.000000 Penalty: 5965.694336
	Iteration 30Q: 3 clusters Score -1.972e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165313 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -19720072.000000 Penalty: 5965.694336
	Iteration 31Q: 3 clusters Score -1.972007e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165385 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -19720076.000000 Penalty: 5965.694336
	Iteration 32Q: 3 clusters Score -1.972008e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165457 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -19720084.000000 Penalty: 5965.694336
	Iteration 33Q: 3 clusters Score -1.972008e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165516 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -19720086.000000 Penalty: 5965.694336
	Iteration 34Q: 3 clusters Score -1.972009e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165573 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -19720114.000000 Penalty: 5965.694336
	Iteration 35Q: 3 clusters Score -1.972011e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165624 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -19720140.000000 Penalty: 5965.694336
	Iteration 36Q: 3 clusters Score -1.972014e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165664 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -19720162.000000 Penalty: 5965.694336
	Iteration 37Q: 3 clusters Score -1.972016e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165699 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -19720168.000000 Penalty: 5965.694336
	Iteration 38Q: 3 clusters Score -1.972017e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165727 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -19720188.000000 Penalty: 5965.694336
	Iteration 39Q: 3 clusters Score -1.972019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165751 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -19720188.000000 Penalty: 5965.694336
	Iteration 40F: 3 clusters Score -1.972019e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165773 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -19720198.000000 Penalty: 5965.694336
	Iteration 41Q: 3 clusters Score -1.97202e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165796 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -19720192.000000 Penalty: 5965.694336
	Iteration 42Q: 3 clusters Score -1.972019e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165820 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -19720192.000000 Penalty: 5965.694336
	Iteration 43Q: 3 clusters Score -1.972019e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165842 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -19720218.000000 Penalty: 5965.694336
	Iteration 44Q: 3 clusters Score -1.972022e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165866 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -19720222.000000 Penalty: 5965.694336
	Iteration 45Q: 3 clusters Score -1.972022e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165883 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -19720216.000000 Penalty: 5965.694336
	Iteration 46Q: 3 clusters Score -1.972022e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165894 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -19720230.000000 Penalty: 5965.694336
	Iteration 47Q: 3 clusters Score -1.972023e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165905 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -19720212.000000 Penalty: 5965.694336
	Iteration 48Q: 3 clusters Score -1.972021e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165911 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -19720224.000000 Penalty: 5965.694336
	Iteration 49Q: 3 clusters Score -1.972022e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165918 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -19720238.000000 Penalty: 5965.694336
	Iteration 50Q: 3 clusters Score -1.972024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165926 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -19720244.000000 Penalty: 5965.694336
	Iteration 51Q: 3 clusters Score -1.972024e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165932 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -19720260.000000 Penalty: 5965.694336
	Iteration 52Q: 3 clusters Score -1.972026e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165946 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -19720256.000000 Penalty: 5965.694336
	Iteration 53Q: 3 clusters Score -1.972026e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165955 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -19720266.000000 Penalty: 5965.694336
	Iteration 54Q: 3 clusters Score -1.972027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165968 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -19720286.000000 Penalty: 5965.694336
	Iteration 55Q: 3 clusters Score -1.972029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165986 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -19720278.000000 Penalty: 5965.694336
	Iteration 56Q: 3 clusters Score -1.972028e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166008 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -19720276.000000 Penalty: 5965.694336
	Iteration 57Q: 3 clusters Score -1.972028e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166022 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -19720280.000000 Penalty: 5965.694336
	Iteration 58Q: 3 clusters Score -1.972028e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166035 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -19720300.000000 Penalty: 5965.694336
	Iteration 59Q: 3 clusters Score -1.97203e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166043 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -19720314.000000 Penalty: 5965.694336
	Iteration 60F: 3 clusters Score -1.972031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166052 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -19720326.000000 Penalty: 5965.694336
	Iteration 61Q: 3 clusters Score -1.972033e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166058 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -19720328.000000 Penalty: 5965.694336
	Iteration 62Q: 3 clusters Score -1.972033e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166064 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -19720338.000000 Penalty: 5965.694336
	Iteration 63Q: 3 clusters Score -1.972034e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166067 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -19720350.000000 Penalty: 5965.694336
	Iteration 64Q: 3 clusters Score -1.972035e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166069 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -19720344.000000 Penalty: 5965.694336
	Iteration 65Q: 3 clusters Score -1.972034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166072 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -19720340.000000 Penalty: 5965.694336
	Iteration 66Q: 3 clusters Score -1.972034e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166076 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -19720336.000000 Penalty: 5965.694336
	Iteration 67Q: 3 clusters Score -1.972034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166079 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -19720338.000000 Penalty: 5965.694336
	Iteration 68Q: 3 clusters Score -1.972034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166081 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -19720328.000000 Penalty: 5965.694336
	Iteration 69Q: 3 clusters Score -1.972033e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166084 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -19720326.000000 Penalty: 5965.694336
	Iteration 70Q: 3 clusters Score -1.972033e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166088 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -19720340.000000 Penalty: 5965.694336
	Iteration 71Q: 3 clusters Score -1.972034e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -19720342.000000 Penalty: 5965.694336
	Iteration 72Q: 3 clusters Score -1.972034e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166094 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -19720324.000000 Penalty: 5965.694336
	Iteration 73Q: 3 clusters Score -1.972032e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166096 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -19720326.000000 Penalty: 5965.694336
	Iteration 74Q: 3 clusters Score -1.972033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166098 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -19720338.000000 Penalty: 5965.694336
	Iteration 75Q: 3 clusters Score -1.972034e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166098 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -19720328.000000 Penalty: 5965.694336
	Iteration 76Q: 3 clusters Score -1.972033e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166100 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -19720346.000000 Penalty: 5965.694336
	Iteration 77Q: 3 clusters Score -1.972035e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166101 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -19720338.000000 Penalty: 5965.694336
	Iteration 78Q: 3 clusters Score -1.972034e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166101 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -19720338.000000 Penalty: 5965.694336
	Iteration 79F: 3 clusters Score -1.972034e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8442 members 
Entering Unmasked Estep 
Score: -769450.250000 Penalty: 2242.161621
	Iteration 0F: 2 clusters Score -769450.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -762800.312500 Penalty: 4484.323242
	Iteration 0F: 3 clusters Score -762800.3 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -764645.125000 Penalty: 4484.323242
	Iteration 1F: 3 clusters Score -764645.1 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -764924.625000 Penalty: 4484.323242
	Iteration 2F: 3 clusters Score -764924.6 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -765114.312500 Penalty: 4484.323242
	Iteration 3Q: 3 clusters Score -765114.3 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -765282.812500 Penalty: 4484.323242
	Iteration 4Q: 3 clusters Score -765282.8 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4270 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -765462.375000 Penalty: 4484.323242
	Iteration 5Q: 3 clusters Score -765462.4 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -765652.937500 Penalty: 4484.323242
	Iteration 6Q: 3 clusters Score -765652.9 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -765860.562500 Penalty: 4484.323242
	Iteration 7Q: 3 clusters Score -765860.6 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -766059.125000 Penalty: 4484.323242
	Iteration 8Q: 3 clusters Score -766059.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -766262.687500 Penalty: 4484.323242
	Iteration 9Q: 3 clusters Score -766262.7 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -766467.437500 Penalty: 4484.323242
	Iteration 10Q: 3 clusters Score -766467.4 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -766715.562500 Penalty: 4484.323242
	Iteration 11Q: 3 clusters Score -766715.6 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -766962.375000 Penalty: 4484.323242
	Iteration 12Q: 3 clusters Score -766962.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -767178.687500 Penalty: 4484.323242
	Iteration 13Q: 3 clusters Score -767178.7 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4306 members 
Mstep: Class 2 contains 4136 members 
Entering Unmasked Estep 
Score: -767342.687500 Penalty: 4484.323242
	Iteration 14Q: 3 clusters Score -767342.7 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -767475.375000 Penalty: 4484.323242
	Iteration 15Q: 3 clusters Score -767475.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -767575.937500 Penalty: 4484.323242
	Iteration 16Q: 3 clusters Score -767575.9 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4496 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -767652.437500 Penalty: 4484.323242
	Iteration 17Q: 3 clusters Score -767652.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -767706.875000 Penalty: 4484.323242
	Iteration 18Q: 3 clusters Score -767706.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -767744.625000 Penalty: 4484.323242
	Iteration 19Q: 3 clusters Score -767744.6 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -767771.250000 Penalty: 4484.323242
	Iteration 20F: 3 clusters Score -767771.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4642 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -767791.687500 Penalty: 4484.323242
	Iteration 21Q: 3 clusters Score -767791.7 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -767807.125000 Penalty: 4484.323242
	Iteration 22Q: 3 clusters Score -767807.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -767822.875000 Penalty: 4484.323242
	Iteration 23Q: 3 clusters Score -767822.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -767835.000000 Penalty: 4484.323242
	Iteration 24Q: 3 clusters Score -767835 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -767842.750000 Penalty: 4484.323242
	Iteration 25Q: 3 clusters Score -767842.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -767849.687500 Penalty: 4484.323242
	Iteration 26Q: 3 clusters Score -767849.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 3643 members 
Entering Unmasked Estep 
Score: -767852.062500 Penalty: 4484.323242
	Iteration 27Q: 3 clusters Score -767852.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -767852.437500 Penalty: 4484.323242
	Iteration 28Q: 3 clusters Score -767852.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 3621 members 
Entering Unmasked Estep 
Score: -767857.937500 Penalty: 4484.323242
	Iteration 29Q: 3 clusters Score -767857.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -767856.937500 Penalty: 4484.323242
	Iteration 30Q: 3 clusters Score -767856.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -767862.687500 Penalty: 4484.323242
	Iteration 31Q: 3 clusters Score -767862.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -767862.125000 Penalty: 4484.323242
	Iteration 32Q: 3 clusters Score -767862.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -767867.000000 Penalty: 4484.323242
	Iteration 33Q: 3 clusters Score -767867 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -767870.250000 Penalty: 4484.323242
	Iteration 34Q: 3 clusters Score -767870.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -767873.875000 Penalty: 4484.323242
	Iteration 35Q: 3 clusters Score -767873.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -767876.687500 Penalty: 4484.323242
	Iteration 36Q: 3 clusters Score -767876.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -767881.250000 Penalty: 4484.323242
	Iteration 37Q: 3 clusters Score -767881.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -767882.312500 Penalty: 4484.323242
	Iteration 38Q: 3 clusters Score -767882.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -767885.125000 Penalty: 4484.323242
	Iteration 39Q: 3 clusters Score -767885.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -767884.750000 Penalty: 4484.323242
	Iteration 40F: 3 clusters Score -767884.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -767887.500000 Penalty: 4484.323242
	Iteration 41Q: 3 clusters Score -767887.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -767890.312500 Penalty: 4484.323242
	Iteration 42Q: 3 clusters Score -767890.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -767891.875000 Penalty: 4484.323242
	Iteration 43Q: 3 clusters Score -767891.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -767894.750000 Penalty: 4484.323242
	Iteration 44Q: 3 clusters Score -767894.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -767895.250000 Penalty: 4484.323242
	Iteration 45Q: 3 clusters Score -767895.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -767899.062500 Penalty: 4484.323242
	Iteration 46Q: 3 clusters Score -767899.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -767898.312500 Penalty: 4484.323242
	Iteration 47Q: 3 clusters Score -767898.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -767897.062500 Penalty: 4484.323242
	Iteration 48Q: 3 clusters Score -767897.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -767898.312500 Penalty: 4484.323242
	Iteration 49Q: 3 clusters Score -767898.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -767899.250000 Penalty: 4484.323242
	Iteration 50Q: 3 clusters Score -767899.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -767899.250000 Penalty: 4484.323242
	Iteration 51F: 3 clusters Score -767899.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -103460.460938 Penalty: 1704.544556
	Iteration 0F: 2 clusters Score -103460.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -101559.023438 Penalty: 3409.089111
	Iteration 0F: 3 clusters Score -101559 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -101820.625000 Penalty: 3409.089111
	Iteration 1F: 3 clusters Score -101820.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -101924.710938 Penalty: 3409.089111
	Iteration 2F: 3 clusters Score -101924.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -101988.171875 Penalty: 3409.089111
	Iteration 3Q: 3 clusters Score -101988.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102011.406250 Penalty: 3409.089111
	Iteration 4Q: 3 clusters Score -102011.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102030.148438 Penalty: 3409.089111
	Iteration 5Q: 3 clusters Score -102030.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -102049.320312 Penalty: 3409.089111
	Iteration 6Q: 3 clusters Score -102049.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -102069.546875 Penalty: 3409.089111
	Iteration 7Q: 3 clusters Score -102069.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102081.406250 Penalty: 3409.089111
	Iteration 8Q: 3 clusters Score -102081.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102088.226562 Penalty: 3409.089111
	Iteration 9Q: 3 clusters Score -102088.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -102090.664062 Penalty: 3409.089111
	Iteration 10Q: 3 clusters Score -102090.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102091.734375 Penalty: 3409.089111
	Iteration 11Q: 3 clusters Score -102091.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -102091.734375 Penalty: 3409.089111
	Iteration 12F: 3 clusters Score -102091.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -31214.730469 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -31214.73 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 173 members 
Entering Unmasked Estep 
Score: -29914.037109 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -29914.04 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30069.001953 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -30069 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -30105.656250 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -30105.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30119.867188 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -30119.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -30129.039062 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -30129.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -30131.880859 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -30131.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30133.173828 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -30133.17 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -30133.173828 Penalty: 2865.715576
	Iteration 7F: 3 clusters Score -30133.17 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Entering Unmasked Estep 
Score: -848419.687500 Penalty: 2199.819824
	Iteration 0F: 2 clusters Score -848419.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -842519.812500 Penalty: 4399.639648
	Iteration 0F: 3 clusters Score -842519.8 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -844185.000000 Penalty: 4399.639648
	Iteration 1F: 3 clusters Score -844185 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -844425.500000 Penalty: 4399.639648
	Iteration 2F: 3 clusters Score -844425.5 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -844559.875000 Penalty: 4399.639648
	Iteration 3Q: 3 clusters Score -844559.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3465 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -844632.750000 Penalty: 4399.639648
	Iteration 4Q: 3 clusters Score -844632.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -844685.812500 Penalty: 4399.639648
	Iteration 5Q: 3 clusters Score -844685.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -844722.812500 Penalty: 4399.639648
	Iteration 6Q: 3 clusters Score -844722.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -844744.187500 Penalty: 4399.639648
	Iteration 7Q: 3 clusters Score -844744.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3389 members 
Mstep: Class 2 contains 3728 members 
Entering Unmasked Estep 
Score: -844763.500000 Penalty: 4399.639648
	Iteration 8Q: 3 clusters Score -844763.5 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -844780.500000 Penalty: 4399.639648
	Iteration 9Q: 3 clusters Score -844780.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -844797.062500 Penalty: 4399.639648
	Iteration 10Q: 3 clusters Score -844797.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -844823.875000 Penalty: 4399.639648
	Iteration 11Q: 3 clusters Score -844823.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -844848.750000 Penalty: 4399.639648
	Iteration 12Q: 3 clusters Score -844848.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -844879.437500 Penalty: 4399.639648
	Iteration 13Q: 3 clusters Score -844879.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -844902.625000 Penalty: 4399.639648
	Iteration 14Q: 3 clusters Score -844902.6 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -844922.187500 Penalty: 4399.639648
	Iteration 15Q: 3 clusters Score -844922.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -844933.312500 Penalty: 4399.639648
	Iteration 16Q: 3 clusters Score -844933.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -844947.562500 Penalty: 4399.639648
	Iteration 17Q: 3 clusters Score -844947.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -844963.000000 Penalty: 4399.639648
	Iteration 18Q: 3 clusters Score -844963 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -844980.250000 Penalty: 4399.639648
	Iteration 19Q: 3 clusters Score -844980.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -844997.812500 Penalty: 4399.639648
	Iteration 20F: 3 clusters Score -844997.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -845013.437500 Penalty: 4399.639648
	Iteration 21Q: 3 clusters Score -845013.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -845034.312500 Penalty: 4399.639648
	Iteration 22Q: 3 clusters Score -845034.3 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -845059.437500 Penalty: 4399.639648
	Iteration 23Q: 3 clusters Score -845059.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -845089.625000 Penalty: 4399.639648
	Iteration 24Q: 3 clusters Score -845089.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 4603 members 
Entering Unmasked Estep 
Score: -845127.312500 Penalty: 4399.639648
	Iteration 25Q: 3 clusters Score -845127.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -845165.500000 Penalty: 4399.639648
	Iteration 26Q: 3 clusters Score -845165.5 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -845216.312500 Penalty: 4399.639648
	Iteration 27Q: 3 clusters Score -845216.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 4943 members 
Entering Unmasked Estep 
Score: -845273.375000 Penalty: 4399.639648
	Iteration 28Q: 3 clusters Score -845273.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -845337.375000 Penalty: 4399.639648
	Iteration 29Q: 3 clusters Score -845337.4 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -845413.062500 Penalty: 4399.639648
	Iteration 30Q: 3 clusters Score -845413.1 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 5369 members 
Entering Unmasked Estep 
Score: -845503.062500 Penalty: 4399.639648
	Iteration 31Q: 3 clusters Score -845503.1 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -845600.687500 Penalty: 4399.639648
	Iteration 32Q: 3 clusters Score -845600.7 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1424 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -845700.625000 Penalty: 4399.639648
	Iteration 33Q: 3 clusters Score -845700.6 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 5843 members 
Entering Unmasked Estep 
Score: -845796.875000 Penalty: 4399.639648
	Iteration 34Q: 3 clusters Score -845796.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -845888.375000 Penalty: 4399.639648
	Iteration 35Q: 3 clusters Score -845888.4 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -845968.750000 Penalty: 4399.639648
	Iteration 36Q: 3 clusters Score -845968.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -846050.625000 Penalty: 4399.639648
	Iteration 37Q: 3 clusters Score -846050.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -846139.250000 Penalty: 4399.639648
	Iteration 38Q: 3 clusters Score -846139.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -846223.312500 Penalty: 4399.639648
	Iteration 39Q: 3 clusters Score -846223.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -846287.812500 Penalty: 4399.639648
	Iteration 40F: 3 clusters Score -846287.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -846332.000000 Penalty: 4399.639648
	Iteration 41Q: 3 clusters Score -846332 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -846363.000000 Penalty: 4399.639648
	Iteration 42Q: 3 clusters Score -846363 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -846381.500000 Penalty: 4399.639648
	Iteration 43Q: 3 clusters Score -846381.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -846394.750000 Penalty: 4399.639648
	Iteration 44Q: 3 clusters Score -846394.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -846406.312500 Penalty: 4399.639648
	Iteration 45Q: 3 clusters Score -846406.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -846422.937500 Penalty: 4399.639648
	Iteration 46Q: 3 clusters Score -846422.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 6663 members 
Entering Unmasked Estep 
Score: -846441.937500 Penalty: 4399.639648
	Iteration 47Q: 3 clusters Score -846441.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 6678 members 
Entering Unmasked Estep 
Score: -846457.250000 Penalty: 4399.639648
	Iteration 48Q: 3 clusters Score -846457.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -846464.625000 Penalty: 4399.639648
	Iteration 49Q: 3 clusters Score -846464.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 6692 members 
Entering Unmasked Estep 
Score: -846470.500000 Penalty: 4399.639648
	Iteration 50Q: 3 clusters Score -846470.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -846473.000000 Penalty: 4399.639648
	Iteration 51Q: 3 clusters Score -846473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -846478.687500 Penalty: 4399.639648
	Iteration 52Q: 3 clusters Score -846478.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -846486.312500 Penalty: 4399.639648
	Iteration 53Q: 3 clusters Score -846486.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -846493.000000 Penalty: 4399.639648
	Iteration 54Q: 3 clusters Score -846493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -846493.937500 Penalty: 4399.639648
	Iteration 55Q: 3 clusters Score -846493.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -846494.500000 Penalty: 4399.639648
	Iteration 56Q: 3 clusters Score -846494.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 6715 members 
Entering Unmasked Estep 
Score: -846494.500000 Penalty: 4399.639648
	Iteration 57F: 3 clusters Score -846494.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79822 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162212 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164409 members 
Mstep: Class 11 contains 301196 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67756 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184367 members 
Mstep: Class 29 contains 167311 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491552.000000 Penalty: 115928.210938
Iteration 319Q: 34 clusters Score -1.614916e+08 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79821 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162223 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164401 members 
Mstep: Class 11 contains 301196 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53969 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67755 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184367 members 
Mstep: Class 29 contains 167310 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491520.000000 Penalty: 115928.210938
Iteration 320F: 34 clusters Score -1.614915e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79822 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24760 members 
Mstep: Class 5 contains 162230 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164398 members 
Mstep: Class 11 contains 301193 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53970 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67753 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184369 members 
Mstep: Class 29 contains 167308 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491472.000000 Penalty: 115928.210938
Iteration 321Q: 34 clusters Score -1.614915e+08 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79822 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24759 members 
Mstep: Class 5 contains 162228 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164395 members 
Mstep: Class 11 contains 301191 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53971 members 
Mstep: Class 14 contains 7685 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67753 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184372 members 
Mstep: Class 29 contains 167312 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491456.000000 Penalty: 115928.210938
Iteration 322Q: 34 clusters Score -1.614915e+08 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79821 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24759 members 
Mstep: Class 5 contains 162228 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164393 members 
Mstep: Class 11 contains 301193 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67755 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184370 members 
Mstep: Class 29 contains 167312 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491488.000000 Penalty: 115928.210938
Iteration 323Q: 34 clusters Score -1.614915e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79820 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162232 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164390 members 
Mstep: Class 11 contains 301192 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17775 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67754 members 
Mstep: Class 24 contains 17001 members 
Mstep: Class 25 contains 10203 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184369 members 
Mstep: Class 29 contains 167312 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491440.000000 Penalty: 115928.210938
Iteration 324Q: 34 clusters Score -1.614914e+08 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79818 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162240 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24815 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164389 members 
Mstep: Class 11 contains 301187 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67752 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184372 members 
Mstep: Class 29 contains 167310 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491504.000000 Penalty: 115928.210938
Iteration 325Q: 34 clusters Score -1.614915e+08 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22249 members 
Mstep: Class 2 contains 79817 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162244 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24814 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164388 members 
Mstep: Class 11 contains 301186 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184376 members 
Mstep: Class 29 contains 167308 members 
Mstep: Class 30 contains 8442 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491440.000000 Penalty: 115928.210938
Iteration 326Q: 34 clusters Score -1.614914e+08 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79815 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162250 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24813 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164384 members 
Mstep: Class 11 contains 301187 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184379 members 
Mstep: Class 29 contains 167305 members 
Mstep: Class 30 contains 8443 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491504.000000 Penalty: 115928.210938
Iteration 327Q: 34 clusters Score -1.614915e+08 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79813 members 
Mstep: Class 3 contains 2370 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162255 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164384 members 
Mstep: Class 11 contains 301185 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184380 members 
Mstep: Class 29 contains 167303 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491440.000000 Penalty: 115928.210938
Iteration 328Q: 34 clusters Score -1.614914e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79812 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162260 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164386 members 
Mstep: Class 11 contains 301181 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67748 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184380 members 
Mstep: Class 29 contains 167302 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491536.000000 Penalty: 115928.210938
Iteration 329Q: 34 clusters Score -1.614915e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79812 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162259 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164385 members 
Mstep: Class 11 contains 301184 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67749 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184379 members 
Mstep: Class 29 contains 167301 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491488.000000 Penalty: 115928.210938
Iteration 330Q: 34 clusters Score -1.614915e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79812 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162259 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164384 members 
Mstep: Class 11 contains 301184 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184380 members 
Mstep: Class 29 contains 167300 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491568.000000 Penalty: 115928.210938
Iteration 331Q: 34 clusters Score -1.614916e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79812 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162258 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164383 members 
Mstep: Class 11 contains 301184 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184382 members 
Mstep: Class 29 contains 167300 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491552.000000 Penalty: 115928.210938
Iteration 332Q: 34 clusters Score -1.614916e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79813 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162259 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164381 members 
Mstep: Class 11 contains 301183 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7981 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184383 members 
Mstep: Class 29 contains 167299 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491552.000000 Penalty: 115928.210938
Iteration 333Q: 34 clusters Score -1.614916e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79814 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162260 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164379 members 
Mstep: Class 11 contains 301183 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7980 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184385 members 
Mstep: Class 29 contains 167298 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491568.000000 Penalty: 115928.210938
Iteration 334Q: 34 clusters Score -1.614916e+08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162259 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164380 members 
Mstep: Class 11 contains 301181 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53974 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7978 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184384 members 
Mstep: Class 29 contains 167300 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491488.000000 Penalty: 115928.210938
Iteration 335Q: 34 clusters Score -1.614915e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79818 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162259 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164381 members 
Mstep: Class 11 contains 301183 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53975 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7976 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184380 members 
Mstep: Class 29 contains 167300 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491552.000000 Penalty: 115928.210938
Iteration 336Q: 34 clusters Score -1.614916e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79818 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162259 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164381 members 
Mstep: Class 11 contains 301179 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53975 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7975 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184385 members 
Mstep: Class 29 contains 167300 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491552.000000 Penalty: 115928.210938
Iteration 337Q: 34 clusters Score -1.614916e+08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79818 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162260 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164381 members 
Mstep: Class 11 contains 301179 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53975 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7973 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184387 members 
Mstep: Class 29 contains 167299 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491600.000000 Penalty: 115928.210938
Iteration 338Q: 34 clusters Score -1.614916e+08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79819 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162260 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164378 members 
Mstep: Class 11 contains 301180 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53974 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184391 members 
Mstep: Class 29 contains 167298 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491584.000000 Penalty: 115928.210938
Iteration 339Q: 34 clusters Score -1.614916e+08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79819 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162260 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164377 members 
Mstep: Class 11 contains 301182 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53973 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184392 members 
Mstep: Class 29 contains 167297 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491616.000000 Penalty: 115928.210938
Iteration 340F: 34 clusters Score -1.614916e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79818 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162261 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164377 members 
Mstep: Class 11 contains 301183 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53974 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184391 members 
Mstep: Class 29 contains 167296 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491632.000000 Penalty: 115928.210938
Iteration 341Q: 34 clusters Score -1.614916e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79817 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162261 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164377 members 
Mstep: Class 11 contains 301186 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53975 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14947 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184389 members 
Mstep: Class 29 contains 167295 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491616.000000 Penalty: 115928.210938
Iteration 342Q: 34 clusters Score -1.614916e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162261 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164375 members 
Mstep: Class 11 contains 301187 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53977 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184390 members 
Mstep: Class 29 contains 167295 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491664.000000 Penalty: 115928.210938
Iteration 343Q: 34 clusters Score -1.614917e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162260 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164376 members 
Mstep: Class 11 contains 301185 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53979 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184390 members 
Mstep: Class 29 contains 167295 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491664.000000 Penalty: 115928.210938
Iteration 344Q: 34 clusters Score -1.614917e+08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24762 members 
Mstep: Class 5 contains 162258 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164376 members 
Mstep: Class 11 contains 301187 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53980 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67749 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184390 members 
Mstep: Class 29 contains 167295 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491648.000000 Penalty: 115928.210938
Iteration 345Q: 34 clusters Score -1.614916e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24761 members 
Mstep: Class 5 contains 162257 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24810 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164376 members 
Mstep: Class 11 contains 301188 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53981 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67750 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184390 members 
Mstep: Class 29 contains 167294 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491664.000000 Penalty: 115928.210938
Iteration 346Q: 34 clusters Score -1.614917e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24760 members 
Mstep: Class 5 contains 162257 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24811 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164376 members 
Mstep: Class 11 contains 301192 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53981 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67751 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184385 members 
Mstep: Class 29 contains 167294 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491664.000000 Penalty: 115928.210938
Iteration 347Q: 34 clusters Score -1.614917e+08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24759 members 
Mstep: Class 5 contains 162257 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24811 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164376 members 
Mstep: Class 11 contains 301195 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53981 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67752 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184382 members 
Mstep: Class 29 contains 167294 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491616.000000 Penalty: 115928.210938
Iteration 348Q: 34 clusters Score -1.614916e+08 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24759 members 
Mstep: Class 5 contains 162256 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24811 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164374 members 
Mstep: Class 11 contains 301198 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53982 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67752 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184380 members 
Mstep: Class 29 contains 167295 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491632.000000 Penalty: 115928.210938
Iteration 349Q: 34 clusters Score -1.614916e+08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24759 members 
Mstep: Class 5 contains 162256 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24811 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164374 members 
Mstep: Class 11 contains 301198 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53982 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67753 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184379 members 
Mstep: Class 29 contains 167295 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491648.000000 Penalty: 115928.210938
Iteration 350Q: 34 clusters Score -1.614916e+08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24759 members 
Mstep: Class 5 contains 162255 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24811 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164374 members 
Mstep: Class 11 contains 301199 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53982 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67753 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184380 members 
Mstep: Class 29 contains 167294 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491568.000000 Penalty: 115928.210938
Iteration 351Q: 34 clusters Score -1.614916e+08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 22248 members 
Mstep: Class 2 contains 79816 members 
Mstep: Class 3 contains 2371 members 
Mstep: Class 4 contains 24759 members 
Mstep: Class 5 contains 162255 members 
Mstep: Class 6 contains 14968 members 
Mstep: Class 7 contains 1840 members 
Mstep: Class 8 contains 24811 members 
Mstep: Class 9 contains 19364 members 
Mstep: Class 10 contains 164374 members 
Mstep: Class 11 contains 301199 members 
Mstep: Class 12 contains 11988 members 
Mstep: Class 13 contains 53982 members 
Mstep: Class 14 contains 7684 members 
Mstep: Class 15 contains 3667 members 
Mstep: Class 16 contains 1173 members 
Mstep: Class 17 contains 10284 members 
Mstep: Class 18 contains 4641 members 
Mstep: Class 19 contains 17774 members 
Mstep: Class 20 contains 7972 members 
Mstep: Class 21 contains 14946 members 
Mstep: Class 22 contains 2129 members 
Mstep: Class 23 contains 67753 members 
Mstep: Class 24 contains 17002 members 
Mstep: Class 25 contains 10204 members 
Mstep: Class 26 contains 482 members 
Mstep: Class 27 contains 431 members 
Mstep: Class 28 contains 184380 members 
Mstep: Class 29 contains 167294 members 
Mstep: Class 30 contains 8446 members 
Mstep: Class 31 contains 966 members 
Mstep: Class 32 contains 323 members 
Mstep: Class 33 contains 7117 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161491568.000000 Penalty: 115928.210938
Iteration 352F: 34 clusters Score -1.614916e+08 nChanged 0
Entering ConstructFrom: 
Score: -161491568.000000 Penalty: 115928.210938
Entering ConstructFrom: 
Trying to split cluster 1 (22248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22248 members 
Entering Unmasked Estep 
Score: -2666159.500000 Penalty: 2482.481934
	Iteration 0F: 2 clusters Score -2666160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2650681.000000 Penalty: 4964.963867
	Iteration 0F: 3 clusters Score -2650681 nChanged 9841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -2655957.250000 Penalty: 4964.963867
	Iteration 1F: 3 clusters Score -2655957 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -2656460.750000 Penalty: 4964.963867
	Iteration 2F: 3 clusters Score -2656461 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10424 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -2656939.750000 Penalty: 4964.963867
	Iteration 3Q: 3 clusters Score -2656940 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -2657410.500000 Penalty: 4964.963867
	Iteration 4Q: 3 clusters Score -2657410 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9994 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -2657904.750000 Penalty: 4964.963867
	Iteration 5Q: 3 clusters Score -2657905 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -2658384.750000 Penalty: 4964.963867
	Iteration 6Q: 3 clusters Score -2658385 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9600 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2658916.500000 Penalty: 4964.963867
	Iteration 7Q: 3 clusters Score -2658916 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -2659495.750000 Penalty: 4964.963867
	Iteration 8Q: 3 clusters Score -2659496 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9205 members 
Mstep: Class 2 contains 13043 members 
Entering Unmasked Estep 
Score: -2660035.000000 Penalty: 4964.963867
	Iteration 9Q: 3 clusters Score -2660035 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -2660544.500000 Penalty: 4964.963867
	Iteration 10Q: 3 clusters Score -2660544 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2660996.750000 Penalty: 4964.963867
	Iteration 11Q: 3 clusters Score -2660997 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2661360.750000 Penalty: 4964.963867
	Iteration 12Q: 3 clusters Score -2661361 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -2661601.000000 Penalty: 4964.963867
	Iteration 13Q: 3 clusters Score -2661601 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 13040 members 
Entering Unmasked Estep 
Score: -2661739.000000 Penalty: 4964.963867
	Iteration 14Q: 3 clusters Score -2661739 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -2661821.000000 Penalty: 4964.963867
	Iteration 15Q: 3 clusters Score -2661821 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -2661865.250000 Penalty: 4964.963867
	Iteration 16Q: 3 clusters Score -2661865 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9424 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -2661913.500000 Penalty: 4964.963867
	Iteration 17Q: 3 clusters Score -2661914 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -2661952.000000 Penalty: 4964.963867
	Iteration 18Q: 3 clusters Score -2661952 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9568 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -2661995.000000 Penalty: 4964.963867
	Iteration 19Q: 3 clusters Score -2661995 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9630 members 
Mstep: Class 2 contains 12618 members 
Entering Unmasked Estep 
Score: -2662016.250000 Penalty: 4964.963867
	Iteration 20F: 3 clusters Score -2662016 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9703 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2662061.000000 Penalty: 4964.963867
	Iteration 21Q: 3 clusters Score -2662061 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9767 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -2662084.750000 Penalty: 4964.963867
	Iteration 22Q: 3 clusters Score -2662085 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9836 members 
Mstep: Class 2 contains 12412 members 
Entering Unmasked Estep 
Score: -2662117.500000 Penalty: 4964.963867
	Iteration 23Q: 3 clusters Score -2662118 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -2662141.250000 Penalty: 4964.963867
	Iteration 24Q: 3 clusters Score -2662141 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -2662163.500000 Penalty: 4964.963867
	Iteration 25Q: 3 clusters Score -2662164 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2662193.000000 Penalty: 4964.963867
	Iteration 26Q: 3 clusters Score -2662193 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 12165 members 
Entering Unmasked Estep 
Score: -2662215.250000 Penalty: 4964.963867
	Iteration 27Q: 3 clusters Score -2662215 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 12103 members 
Entering Unmasked Estep 
Score: -2662226.000000 Penalty: 4964.963867
	Iteration 28Q: 3 clusters Score -2662226 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10208 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -2662231.000000 Penalty: 4964.963867
	Iteration 29Q: 3 clusters Score -2662231 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10268 members 
Mstep: Class 2 contains 11980 members 
Entering Unmasked Estep 
Score: -2662235.500000 Penalty: 4964.963867
	Iteration 30Q: 3 clusters Score -2662236 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -2662245.250000 Penalty: 4964.963867
	Iteration 31Q: 3 clusters Score -2662245 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10382 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -2662260.000000 Penalty: 4964.963867
	Iteration 32Q: 3 clusters Score -2662260 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10428 members 
Mstep: Class 2 contains 11820 members 
Entering Unmasked Estep 
Score: -2662266.750000 Penalty: 4964.963867
	Iteration 33Q: 3 clusters Score -2662267 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 11772 members 
Entering Unmasked Estep 
Score: -2662292.000000 Penalty: 4964.963867
	Iteration 34Q: 3 clusters Score -2662292 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10521 members 
Mstep: Class 2 contains 11727 members 
Entering Unmasked Estep 
Score: -2662285.250000 Penalty: 4964.963867
	Iteration 35Q: 3 clusters Score -2662285 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 11678 members 
Entering Unmasked Estep 
Score: -2662302.750000 Penalty: 4964.963867
	Iteration 36Q: 3 clusters Score -2662303 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -2662304.000000 Penalty: 4964.963867
	Iteration 37Q: 3 clusters Score -2662304 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10642 members 
Mstep: Class 2 contains 11606 members 
Entering Unmasked Estep 
Score: -2662309.750000 Penalty: 4964.963867
	Iteration 38Q: 3 clusters Score -2662310 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2662307.750000 Penalty: 4964.963867
	Iteration 39Q: 3 clusters Score -2662308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 11558 members 
Entering Unmasked Estep 
Score: -2662316.000000 Penalty: 4964.963867
	Iteration 40F: 3 clusters Score -2662316 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -2662311.250000 Penalty: 4964.963867
	Iteration 41Q: 3 clusters Score -2662311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 11520 members 
Entering Unmasked Estep 
Score: -2662311.750000 Penalty: 4964.963867
	Iteration 42Q: 3 clusters Score -2662312 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10747 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -2662315.000000 Penalty: 4964.963867
	Iteration 43Q: 3 clusters Score -2662315 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10759 members 
Mstep: Class 2 contains 11489 members 
Entering Unmasked Estep 
Score: -2662314.500000 Penalty: 4964.963867
	Iteration 44Q: 3 clusters Score -2662314 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -2662318.250000 Penalty: 4964.963867
	Iteration 45Q: 3 clusters Score -2662318 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10790 members 
Mstep: Class 2 contains 11458 members 
Entering Unmasked Estep 
Score: -2662315.000000 Penalty: 4964.963867
	Iteration 46Q: 3 clusters Score -2662315 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10807 members 
Mstep: Class 2 contains 11441 members 
Entering Unmasked Estep 
Score: -2662320.500000 Penalty: 4964.963867
	Iteration 47Q: 3 clusters Score -2662320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10824 members 
Mstep: Class 2 contains 11424 members 
Entering Unmasked Estep 
Score: -2662319.250000 Penalty: 4964.963867
	Iteration 48Q: 3 clusters Score -2662319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -2662316.250000 Penalty: 4964.963867
	Iteration 49Q: 3 clusters Score -2662316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -2662314.750000 Penalty: 4964.963867
	Iteration 50Q: 3 clusters Score -2662315 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 11368 members 
Entering Unmasked Estep 
Score: -2662314.250000 Penalty: 4964.963867
	Iteration 51Q: 3 clusters Score -2662314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 11353 members 
Entering Unmasked Estep 
Score: -2662315.250000 Penalty: 4964.963867
	Iteration 52Q: 3 clusters Score -2662315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -2662313.250000 Penalty: 4964.963867
	Iteration 53Q: 3 clusters Score -2662313 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10934 members 
Mstep: Class 2 contains 11314 members 
Entering Unmasked Estep 
Score: -2662317.500000 Penalty: 4964.963867
	Iteration 54Q: 3 clusters Score -2662318 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -2662316.500000 Penalty: 4964.963867
	Iteration 55Q: 3 clusters Score -2662316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -2662320.000000 Penalty: 4964.963867
	Iteration 56Q: 3 clusters Score -2662320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -2662328.750000 Penalty: 4964.963867
	Iteration 57Q: 3 clusters Score -2662329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -2662328.750000 Penalty: 4964.963867
	Iteration 58Q: 3 clusters Score -2662329 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 11237 members 
Entering Unmasked Estep 
Score: -2662332.000000 Penalty: 4964.963867
	Iteration 59Q: 3 clusters Score -2662332 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11026 members 
Mstep: Class 2 contains 11222 members 
Entering Unmasked Estep 
Score: -2662333.000000 Penalty: 4964.963867
	Iteration 60F: 3 clusters Score -2662333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 11215 members 
Entering Unmasked Estep 
Score: -2662334.750000 Penalty: 4964.963867
	Iteration 61Q: 3 clusters Score -2662335 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -2662336.750000 Penalty: 4964.963867
	Iteration 62Q: 3 clusters Score -2662337 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -2662337.500000 Penalty: 4964.963867
	Iteration 63Q: 3 clusters Score -2662338 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 11182 members 
Entering Unmasked Estep 
Score: -2662342.250000 Penalty: 4964.963867
	Iteration 64Q: 3 clusters Score -2662342 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11082 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -2662345.750000 Penalty: 4964.963867
	Iteration 65Q: 3 clusters Score -2662346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11099 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -2662352.250000 Penalty: 4964.963867
	Iteration 66Q: 3 clusters Score -2662352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 11126 members 
Entering Unmasked Estep 
Score: -2662354.250000 Penalty: 4964.963867
	Iteration 67Q: 3 clusters Score -2662354 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -2662350.000000 Penalty: 4964.963867
	Iteration 68Q: 3 clusters Score -2662350 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11169 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -2662356.500000 Penalty: 4964.963867
	Iteration 69Q: 3 clusters Score -2662356 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11185 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -2662360.750000 Penalty: 4964.963867
	Iteration 70Q: 3 clusters Score -2662361 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11201 members 
Mstep: Class 2 contains 11047 members 
Entering Unmasked Estep 
Score: -2662363.750000 Penalty: 4964.963867
	Iteration 71Q: 3 clusters Score -2662364 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11215 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -2662369.500000 Penalty: 4964.963867
	Iteration 72Q: 3 clusters Score -2662370 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 11023 members 
Entering Unmasked Estep 
Score: -2662367.750000 Penalty: 4964.963867
	Iteration 73Q: 3 clusters Score -2662368 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 11007 members 
Entering Unmasked Estep 
Score: -2662366.000000 Penalty: 4964.963867
	Iteration 74Q: 3 clusters Score -2662366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Mstep: Class 2 contains 10997 members 
Entering Unmasked Estep 
Score: -2662365.250000 Penalty: 4964.963867
	Iteration 75Q: 3 clusters Score -2662365 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2662366.250000 Penalty: 4964.963867
	Iteration 76Q: 3 clusters Score -2662366 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11272 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -2662367.000000 Penalty: 4964.963867
	Iteration 77Q: 3 clusters Score -2662367 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -2662365.000000 Penalty: 4964.963867
	Iteration 78Q: 3 clusters Score -2662365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11293 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -2662370.250000 Penalty: 4964.963867
	Iteration 79Q: 3 clusters Score -2662370 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 10932 members 
Entering Unmasked Estep 
Score: -2662377.750000 Penalty: 4964.963867
	Iteration 80F: 3 clusters Score -2662378 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 10917 members 
Entering Unmasked Estep 
Score: -2662377.500000 Penalty: 4964.963867
	Iteration 81Q: 3 clusters Score -2662378 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 10904 members 
Entering Unmasked Estep 
Score: -2662375.000000 Penalty: 4964.963867
	Iteration 82Q: 3 clusters Score -2662375 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11350 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -2662373.000000 Penalty: 4964.963867
	Iteration 83Q: 3 clusters Score -2662373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11360 members 
Mstep: Class 2 contains 10888 members 
Entering Unmasked Estep 
Score: -2662373.750000 Penalty: 4964.963867
	Iteration 84Q: 3 clusters Score -2662374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11373 members 
Mstep: Class 2 contains 10875 members 
Entering Unmasked Estep 
Score: -2662375.500000 Penalty: 4964.963867
	Iteration 85Q: 3 clusters Score -2662376 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 10859 members 
Entering Unmasked Estep 
Score: -2662375.000000 Penalty: 4964.963867
	Iteration 86Q: 3 clusters Score -2662375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11401 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2662374.500000 Penalty: 4964.963867
	Iteration 87Q: 3 clusters Score -2662374 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 10824 members 
Entering Unmasked Estep 
Score: -2662377.000000 Penalty: 4964.963867
	Iteration 88Q: 3 clusters Score -2662377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 10810 members 
Entering Unmasked Estep 
Score: -2662384.000000 Penalty: 4964.963867
	Iteration 89Q: 3 clusters Score -2662384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11447 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -2662388.750000 Penalty: 4964.963867
	Iteration 90Q: 3 clusters Score -2662389 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -2662385.750000 Penalty: 4964.963867
	Iteration 91Q: 3 clusters Score -2662386 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 10775 members 
Entering Unmasked Estep 
Score: -2662386.000000 Penalty: 4964.963867
	Iteration 92Q: 3 clusters Score -2662386 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11490 members 
Mstep: Class 2 contains 10758 members 
Entering Unmasked Estep 
Score: -2662394.500000 Penalty: 4964.963867
	Iteration 93Q: 3 clusters Score -2662394 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2662395.250000 Penalty: 4964.963867
	Iteration 94Q: 3 clusters Score -2662395 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -2662395.000000 Penalty: 4964.963867
	Iteration 95Q: 3 clusters Score -2662395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11545 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -2662392.750000 Penalty: 4964.963867
	Iteration 96Q: 3 clusters Score -2662393 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 10687 members 
Entering Unmasked Estep 
Score: -2662399.750000 Penalty: 4964.963867
	Iteration 97Q: 3 clusters Score -2662400 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2662402.250000 Penalty: 4964.963867
	Iteration 98Q: 3 clusters Score -2662402 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 10650 members 
Entering Unmasked Estep 
Score: -2662402.500000 Penalty: 4964.963867
	Iteration 99Q: 3 clusters Score -2662402 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11616 members 
Mstep: Class 2 contains 10632 members 
Entering Unmasked Estep 
Score: -2662410.000000 Penalty: 4964.963867
	Iteration 100F: 3 clusters Score -2662410 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -2662409.000000 Penalty: 4964.963867
	Iteration 101Q: 3 clusters Score -2662409 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11651 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -2662413.250000 Penalty: 4964.963867
	Iteration 102Q: 3 clusters Score -2662413 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11674 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -2662415.000000 Penalty: 4964.963867
	Iteration 103Q: 3 clusters Score -2662415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -2662416.750000 Penalty: 4964.963867
	Iteration 104Q: 3 clusters Score -2662417 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 10527 members 
Entering Unmasked Estep 
Score: -2662415.500000 Penalty: 4964.963867
	Iteration 105Q: 3 clusters Score -2662416 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11757 members 
Mstep: Class 2 contains 10491 members 
Entering Unmasked Estep 
Score: -2662421.750000 Penalty: 4964.963867
	Iteration 106Q: 3 clusters Score -2662422 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11786 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -2662431.000000 Penalty: 4964.963867
	Iteration 107Q: 3 clusters Score -2662431 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 10431 members 
Entering Unmasked Estep 
Score: -2662434.500000 Penalty: 4964.963867
	Iteration 108Q: 3 clusters Score -2662434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2662431.250000 Penalty: 4964.963867
	Iteration 109Q: 3 clusters Score -2662431 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11870 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -2662435.500000 Penalty: 4964.963867
	Iteration 110Q: 3 clusters Score -2662436 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11903 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -2662434.500000 Penalty: 4964.963867
	Iteration 111Q: 3 clusters Score -2662434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -2662439.000000 Penalty: 4964.963867
	Iteration 112Q: 3 clusters Score -2662439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11954 members 
Mstep: Class 2 contains 10294 members 
Entering Unmasked Estep 
Score: -2662429.500000 Penalty: 4964.963867
	Iteration 113Q: 3 clusters Score -2662430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2662434.250000 Penalty: 4964.963867
	Iteration 114Q: 3 clusters Score -2662434 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -2662434.750000 Penalty: 4964.963867
	Iteration 115Q: 3 clusters Score -2662435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
Score: -2662434.500000 Penalty: 4964.963867
	Iteration 116Q: 3 clusters Score -2662434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -2662443.500000 Penalty: 4964.963867
	Iteration 117Q: 3 clusters Score -2662444 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12114 members 
Mstep: Class 2 contains 10134 members 
Entering Unmasked Estep 
Score: -2662450.250000 Penalty: 4964.963867
	Iteration 118Q: 3 clusters Score -2662450 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -2662452.500000 Penalty: 4964.963867
	Iteration 119Q: 3 clusters Score -2662452 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 10055 members 
Entering Unmasked Estep 
Score: -2662465.500000 Penalty: 4964.963867
	Iteration 120F: 3 clusters Score -2662466 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -2662473.500000 Penalty: 4964.963867
	Iteration 121Q: 3 clusters Score -2662474 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 9969 members 
Entering Unmasked Estep 
Score: -2662477.250000 Penalty: 4964.963867
	Iteration 122Q: 3 clusters Score -2662477 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 9922 members 
Entering Unmasked Estep 
Score: -2662486.250000 Penalty: 4964.963867
	Iteration 123Q: 3 clusters Score -2662486 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -2662491.250000 Penalty: 4964.963867
	Iteration 124Q: 3 clusters Score -2662491 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -2662500.250000 Penalty: 4964.963867
	Iteration 125Q: 3 clusters Score -2662500 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 9750 members 
Entering Unmasked Estep 
Score: -2662499.250000 Penalty: 4964.963867
	Iteration 126Q: 3 clusters Score -2662499 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12541 members 
Mstep: Class 2 contains 9707 members 
Entering Unmasked Estep 
Score: -2662499.250000 Penalty: 4964.963867
	Iteration 127Q: 3 clusters Score -2662499 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -2662504.750000 Penalty: 4964.963867
	Iteration 128Q: 3 clusters Score -2662505 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 9624 members 
Entering Unmasked Estep 
Score: -2662514.250000 Penalty: 4964.963867
	Iteration 129Q: 3 clusters Score -2662514 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 9582 members 
Entering Unmasked Estep 
Score: -2662529.500000 Penalty: 4964.963867
	Iteration 130Q: 3 clusters Score -2662530 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12711 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -2662531.500000 Penalty: 4964.963867
	Iteration 131Q: 3 clusters Score -2662532 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2662527.000000 Penalty: 4964.963867
	Iteration 132Q: 3 clusters Score -2662527 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -2662539.000000 Penalty: 4964.963867
	Iteration 133Q: 3 clusters Score -2662539 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -2662545.500000 Penalty: 4964.963867
	Iteration 134Q: 3 clusters Score -2662546 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12884 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -2662548.000000 Penalty: 4964.963867
	Iteration 135Q: 3 clusters Score -2662548 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 9312 members 
Entering Unmasked Estep 
Score: -2662559.750000 Penalty: 4964.963867
	Iteration 136Q: 3 clusters Score -2662560 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -2662564.750000 Penalty: 4964.963867
	Iteration 137Q: 3 clusters Score -2662565 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -2662574.250000 Penalty: 4964.963867
	Iteration 138Q: 3 clusters Score -2662574 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -2662580.250000 Penalty: 4964.963867
	Iteration 139Q: 3 clusters Score -2662580 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13158 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -2662591.500000 Penalty: 4964.963867
	Iteration 140F: 3 clusters Score -2662592 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -2662601.750000 Penalty: 4964.963867
	Iteration 141Q: 3 clusters Score -2662602 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13272 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -2662612.250000 Penalty: 4964.963867
	Iteration 142Q: 3 clusters Score -2662612 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13329 members 
Mstep: Class 2 contains 8919 members 
Entering Unmasked Estep 
Score: -2662616.750000 Penalty: 4964.963867
	Iteration 143Q: 3 clusters Score -2662617 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2662618.500000 Penalty: 4964.963867
	Iteration 144Q: 3 clusters Score -2662618 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13431 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2662611.250000 Penalty: 4964.963867
	Iteration 145Q: 3 clusters Score -2662611 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13476 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -2662621.250000 Penalty: 4964.963867
	Iteration 146Q: 3 clusters Score -2662621 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13524 members 
Mstep: Class 2 contains 8724 members 
Entering Unmasked Estep 
Score: -2662623.250000 Penalty: 4964.963867
	Iteration 147Q: 3 clusters Score -2662623 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 8672 members 
Entering Unmasked Estep 
Score: -2662633.750000 Penalty: 4964.963867
	Iteration 148Q: 3 clusters Score -2662634 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13635 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2662649.000000 Penalty: 4964.963867
	Iteration 149Q: 3 clusters Score -2662649 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -2662658.500000 Penalty: 4964.963867
	Iteration 150Q: 3 clusters Score -2662658 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13748 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -2662673.250000 Penalty: 4964.963867
	Iteration 151Q: 3 clusters Score -2662673 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13804 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -2662678.000000 Penalty: 4964.963867
	Iteration 152Q: 3 clusters Score -2662678 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 8383 members 
Entering Unmasked Estep 
Score: -2662684.250000 Penalty: 4964.963867
	Iteration 153Q: 3 clusters Score -2662684 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 8325 members 
Entering Unmasked Estep 
Score: -2662692.500000 Penalty: 4964.963867
	Iteration 154Q: 3 clusters Score -2662692 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -2662701.500000 Penalty: 4964.963867
	Iteration 155Q: 3 clusters Score -2662702 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2662715.000000 Penalty: 4964.963867
	Iteration 156Q: 3 clusters Score -2662715 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14135 members 
Mstep: Class 2 contains 8113 members 
Entering Unmasked Estep 
Score: -2662729.250000 Penalty: 4964.963867
	Iteration 157Q: 3 clusters Score -2662729 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2662749.500000 Penalty: 4964.963867
	Iteration 158Q: 3 clusters Score -2662750 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -2662757.250000 Penalty: 4964.963867
	Iteration 159Q: 3 clusters Score -2662757 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14404 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2662773.000000 Penalty: 4964.963867
	Iteration 160F: 3 clusters Score -2662773 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14489 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -2662782.750000 Penalty: 4964.963867
	Iteration 161Q: 3 clusters Score -2662783 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14572 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -2662796.500000 Penalty: 4964.963867
	Iteration 162Q: 3 clusters Score -2662796 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 7577 members 
Entering Unmasked Estep 
Score: -2662817.750000 Penalty: 4964.963867
	Iteration 163Q: 3 clusters Score -2662818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -2662833.250000 Penalty: 4964.963867
	Iteration 164Q: 3 clusters Score -2662833 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14838 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -2662851.250000 Penalty: 4964.963867
	Iteration 165Q: 3 clusters Score -2662851 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -2662856.750000 Penalty: 4964.963867
	Iteration 166Q: 3 clusters Score -2662857 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15002 members 
Mstep: Class 2 contains 7246 members 
Entering Unmasked Estep 
Score: -2662862.250000 Penalty: 4964.963867
	Iteration 167Q: 3 clusters Score -2662862 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15087 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -2662877.000000 Penalty: 4964.963867
	Iteration 168Q: 3 clusters Score -2662877 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 7072 members 
Entering Unmasked Estep 
Score: -2662898.750000 Penalty: 4964.963867
	Iteration 169Q: 3 clusters Score -2662899 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -2662911.500000 Penalty: 4964.963867
	Iteration 170Q: 3 clusters Score -2662912 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -2662911.000000 Penalty: 4964.963867
	Iteration 171Q: 3 clusters Score -2662911 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15374 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -2662917.500000 Penalty: 4964.963867
	Iteration 172Q: 3 clusters Score -2662918 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -2662927.750000 Penalty: 4964.963867
	Iteration 173Q: 3 clusters Score -2662928 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -2662939.000000 Penalty: 4964.963867
	Iteration 174Q: 3 clusters Score -2662939 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15573 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -2662949.250000 Penalty: 4964.963867
	Iteration 175Q: 3 clusters Score -2662949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -2662956.000000 Penalty: 4964.963867
	Iteration 176Q: 3 clusters Score -2662956 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15696 members 
Mstep: Class 2 contains 6552 members 
Entering Unmasked Estep 
Score: -2662969.750000 Penalty: 4964.963867
	Iteration 177Q: 3 clusters Score -2662970 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -2662975.750000 Penalty: 4964.963867
	Iteration 178Q: 3 clusters Score -2662976 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15824 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -2662991.250000 Penalty: 4964.963867
	Iteration 179Q: 3 clusters Score -2662991 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -2662993.750000 Penalty: 4964.963867
	Iteration 180F: 3 clusters Score -2662994 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 6304 members 
Entering Unmasked Estep 
Score: -2663002.500000 Penalty: 4964.963867
	Iteration 181Q: 3 clusters Score -2663002 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2663006.750000 Penalty: 4964.963867
	Iteration 182Q: 3 clusters Score -2663007 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16063 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -2663010.750000 Penalty: 4964.963867
	Iteration 183Q: 3 clusters Score -2663011 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2663031.750000 Penalty: 4964.963867
	Iteration 184Q: 3 clusters Score -2663032 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16205 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -2663044.250000 Penalty: 4964.963867
	Iteration 185Q: 3 clusters Score -2663044 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16264 members 
Mstep: Class 2 contains 5984 members 
Entering Unmasked Estep 
Score: -2663053.250000 Penalty: 4964.963867
	Iteration 186Q: 3 clusters Score -2663053 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16332 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -2663062.500000 Penalty: 4964.963867
	Iteration 187Q: 3 clusters Score -2663062 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16411 members 
Mstep: Class 2 contains 5837 members 
Entering Unmasked Estep 
Score: -2663084.750000 Penalty: 4964.963867
	Iteration 188Q: 3 clusters Score -2663085 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -2663108.500000 Penalty: 4964.963867
	Iteration 189Q: 3 clusters Score -2663108 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -2663124.000000 Penalty: 4964.963867
	Iteration 190Q: 3 clusters Score -2663124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16708 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -2663159.000000 Penalty: 4964.963867
	Iteration 191Q: 3 clusters Score -2663159 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -2663182.000000 Penalty: 4964.963867
	Iteration 192Q: 3 clusters Score -2663182 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -2663202.250000 Penalty: 4964.963867
	Iteration 193Q: 3 clusters Score -2663202 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17039 members 
Mstep: Class 2 contains 5209 members 
Entering Unmasked Estep 
Score: -2663221.750000 Penalty: 4964.963867
	Iteration 194Q: 3 clusters Score -2663222 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 5094 members 
Entering Unmasked Estep 
Score: -2663264.250000 Penalty: 4964.963867
	Iteration 195Q: 3 clusters Score -2663264 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -2663283.000000 Penalty: 4964.963867
	Iteration 196Q: 3 clusters Score -2663283 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -2663316.250000 Penalty: 4964.963867
	Iteration 197Q: 3 clusters Score -2663316 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -2663348.750000 Penalty: 4964.963867
	Iteration 198Q: 3 clusters Score -2663349 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2663372.750000 Penalty: 4964.963867
	Iteration 199Q: 3 clusters Score -2663373 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -2663392.250000 Penalty: 4964.963867
	Iteration 200F: 3 clusters Score -2663392 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17753 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -2663424.250000 Penalty: 4964.963867
	Iteration 201Q: 3 clusters Score -2663424 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 4385 members 
Entering Unmasked Estep 
Score: -2663454.000000 Penalty: 4964.963867
	Iteration 202Q: 3 clusters Score -2663454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17975 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2663489.500000 Penalty: 4964.963867
	Iteration 203Q: 3 clusters Score -2663490 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -2663515.750000 Penalty: 4964.963867
	Iteration 204Q: 3 clusters Score -2663516 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -2663545.250000 Penalty: 4964.963867
	Iteration 205Q: 3 clusters Score -2663545 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18330 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -2663577.250000 Penalty: 4964.963867
	Iteration 206Q: 3 clusters Score -2663577 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -2663610.250000 Penalty: 4964.963867
	Iteration 207Q: 3 clusters Score -2663610 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -2663643.000000 Penalty: 4964.963867
	Iteration 208Q: 3 clusters Score -2663643 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -2663669.000000 Penalty: 4964.963867
	Iteration 209Q: 3 clusters Score -2663669 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2663714.000000 Penalty: 4964.963867
	Iteration 210Q: 3 clusters Score -2663714 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -2663753.750000 Penalty: 4964.963867
	Iteration 211Q: 3 clusters Score -2663754 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2663764.000000 Penalty: 4964.963867
	Iteration 212Q: 3 clusters Score -2663764 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2663792.500000 Penalty: 4964.963867
	Iteration 213Q: 3 clusters Score -2663792 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2663818.000000 Penalty: 4964.963867
	Iteration 214Q: 3 clusters Score -2663818 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19208 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2663846.500000 Penalty: 4964.963867
	Iteration 215Q: 3 clusters Score -2663846 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -2663871.000000 Penalty: 4964.963867
	Iteration 216Q: 3 clusters Score -2663871 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19355 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -2663890.250000 Penalty: 4964.963867
	Iteration 217Q: 3 clusters Score -2663890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -2663908.000000 Penalty: 4964.963867
	Iteration 218Q: 3 clusters Score -2663908 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -2663944.500000 Penalty: 4964.963867
	Iteration 219Q: 3 clusters Score -2663944 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 2679 members 
Entering Unmasked Estep 
Score: -2663965.000000 Penalty: 4964.963867
	Iteration 220F: 3 clusters Score -2663965 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -2663985.750000 Penalty: 4964.963867
	Iteration 221Q: 3 clusters Score -2663986 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -2663994.500000 Penalty: 4964.963867
	Iteration 222Q: 3 clusters Score -2663994 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -2664002.250000 Penalty: 4964.963867
	Iteration 223Q: 3 clusters Score -2664002 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -2664015.500000 Penalty: 4964.963867
	Iteration 224Q: 3 clusters Score -2664016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19838 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -2664027.250000 Penalty: 4964.963867
	Iteration 225Q: 3 clusters Score -2664027 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -2664039.750000 Penalty: 4964.963867
	Iteration 226Q: 3 clusters Score -2664040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -2664049.250000 Penalty: 4964.963867
	Iteration 227Q: 3 clusters Score -2664049 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19938 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -2664061.000000 Penalty: 4964.963867
	Iteration 228Q: 3 clusters Score -2664061 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19978 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -2664059.750000 Penalty: 4964.963867
	Iteration 229Q: 3 clusters Score -2664060 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20017 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -2664079.750000 Penalty: 4964.963867
	Iteration 230Q: 3 clusters Score -2664080 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20045 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2664086.750000 Penalty: 4964.963867
	Iteration 231Q: 3 clusters Score -2664087 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20072 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2664095.000000 Penalty: 4964.963867
	Iteration 232Q: 3 clusters Score -2664095 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -2664093.250000 Penalty: 4964.963867
	Iteration 233Q: 3 clusters Score -2664093 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20118 members 
Mstep: Class 2 contains 2130 members 
Entering Unmasked Estep 
Score: -2664103.750000 Penalty: 4964.963867
	Iteration 234Q: 3 clusters Score -2664104 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20142 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -2664112.250000 Penalty: 4964.963867
	Iteration 235Q: 3 clusters Score -2664112 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -2664121.500000 Penalty: 4964.963867
	Iteration 236Q: 3 clusters Score -2664122 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -2664123.500000 Penalty: 4964.963867
	Iteration 237Q: 3 clusters Score -2664124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20186 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -2664124.500000 Penalty: 4964.963867
	Iteration 238Q: 3 clusters Score -2664124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20200 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -2664139.000000 Penalty: 4964.963867
	Iteration 239Q: 3 clusters Score -2664139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20211 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2664137.250000 Penalty: 4964.963867
	Iteration 240F: 3 clusters Score -2664137 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20223 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -2664138.000000 Penalty: 4964.963867
	Iteration 241Q: 3 clusters Score -2664138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -2664145.500000 Penalty: 4964.963867
	Iteration 242Q: 3 clusters Score -2664146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -2664142.750000 Penalty: 4964.963867
	Iteration 243Q: 3 clusters Score -2664143 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20253 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2664143.500000 Penalty: 4964.963867
	Iteration 244Q: 3 clusters Score -2664144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -2664146.750000 Penalty: 4964.963867
	Iteration 245Q: 3 clusters Score -2664147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -2664152.500000 Penalty: 4964.963867
	Iteration 246Q: 3 clusters Score -2664152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20298 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -2664154.750000 Penalty: 4964.963867
	Iteration 247Q: 3 clusters Score -2664155 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -2664159.250000 Penalty: 4964.963867
	Iteration 248Q: 3 clusters Score -2664159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -2664161.250000 Penalty: 4964.963867
	Iteration 249Q: 3 clusters Score -2664161 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -2664162.250000 Penalty: 4964.963867
	Iteration 250Q: 3 clusters Score -2664162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2664158.500000 Penalty: 4964.963867
	Iteration 251Q: 3 clusters Score -2664158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20345 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -2664163.500000 Penalty: 4964.963867
	Iteration 252Q: 3 clusters Score -2664164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -2664164.000000 Penalty: 4964.963867
	Iteration 253Q: 3 clusters Score -2664164 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -2664162.000000 Penalty: 4964.963867
	Iteration 254Q: 3 clusters Score -2664162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20364 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -2664163.500000 Penalty: 4964.963867
	Iteration 255Q: 3 clusters Score -2664164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -2664171.000000 Penalty: 4964.963867
	Iteration 256Q: 3 clusters Score -2664171 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -2664171.500000 Penalty: 4964.963867
	Iteration 257Q: 3 clusters Score -2664172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -2664176.250000 Penalty: 4964.963867
	Iteration 258Q: 3 clusters Score -2664176 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20382 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2664173.250000 Penalty: 4964.963867
	Iteration 259Q: 3 clusters Score -2664173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20384 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -2664175.250000 Penalty: 4964.963867
	Iteration 260F: 3 clusters Score -2664175 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -2664178.000000 Penalty: 4964.963867
	Iteration 261Q: 3 clusters Score -2664178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2664174.750000 Penalty: 4964.963867
	Iteration 262Q: 3 clusters Score -2664175 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20419 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -2664177.500000 Penalty: 4964.963867
	Iteration 263Q: 3 clusters Score -2664178 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -2664180.500000 Penalty: 4964.963867
	Iteration 264Q: 3 clusters Score -2664180 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -2664184.250000 Penalty: 4964.963867
	Iteration 265Q: 3 clusters Score -2664184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -2664183.500000 Penalty: 4964.963867
	Iteration 266Q: 3 clusters Score -2664184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -2664194.250000 Penalty: 4964.963867
	Iteration 267Q: 3 clusters Score -2664194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20471 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -2664191.250000 Penalty: 4964.963867
	Iteration 268Q: 3 clusters Score -2664191 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20479 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -2664194.250000 Penalty: 4964.963867
	Iteration 269Q: 3 clusters Score -2664194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20488 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2664200.250000 Penalty: 4964.963867
	Iteration 270Q: 3 clusters Score -2664200 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -2664201.000000 Penalty: 4964.963867
	Iteration 271Q: 3 clusters Score -2664201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -2664201.750000 Penalty: 4964.963867
	Iteration 272Q: 3 clusters Score -2664202 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20507 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -2664199.500000 Penalty: 4964.963867
	Iteration 273Q: 3 clusters Score -2664200 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -2664203.500000 Penalty: 4964.963867
	Iteration 274Q: 3 clusters Score -2664204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20519 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -2664201.500000 Penalty: 4964.963867
	Iteration 275Q: 3 clusters Score -2664202 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20521 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -2664201.000000 Penalty: 4964.963867
	Iteration 276Q: 3 clusters Score -2664201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2664202.750000 Penalty: 4964.963867
	Iteration 277Q: 3 clusters Score -2664203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20529 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -2664205.500000 Penalty: 4964.963867
	Iteration 278Q: 3 clusters Score -2664206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20535 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2664202.000000 Penalty: 4964.963867
	Iteration 279Q: 3 clusters Score -2664202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -2664204.250000 Penalty: 4964.963867
	Iteration 280F: 3 clusters Score -2664204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -2664207.750000 Penalty: 4964.963867
	Iteration 281Q: 3 clusters Score -2664208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -2664209.500000 Penalty: 4964.963867
	Iteration 282Q: 3 clusters Score -2664210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2664208.000000 Penalty: 4964.963867
	Iteration 283Q: 3 clusters Score -2664208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2664208.000000 Penalty: 4964.963867
	Iteration 284F: 3 clusters Score -2664208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (79816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79816 members 
Entering Unmasked Estep 
Score: -9130040.000000 Penalty: 2799.294922
	Iteration 0F: 2 clusters Score -9130040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39619 members 
Mstep: Class 2 contains 40197 members 
Entering Unmasked Estep 
Score: -9076727.000000 Penalty: 5598.589844
	Iteration 0F: 3 clusters Score -9076727 nChanged 37644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36495 members 
Mstep: Class 2 contains 43321 members 
Entering Unmasked Estep 
Score: -9098084.000000 Penalty: 5598.589844
	Iteration 1F: 3 clusters Score -9098084 nChanged 3147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -9099195.000000 Penalty: 5598.589844
	Iteration 2Q: 3 clusters Score -9099195 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 48352 members 
Entering Unmasked Estep 
Score: -9100753.000000 Penalty: 5598.589844
	Iteration 3Q: 3 clusters Score -9100753 nChanged 4561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 52581 members 
Entering Unmasked Estep 
Score: -9103304.000000 Penalty: 5598.589844
	Iteration 4F: 3 clusters Score -9103304 nChanged 5673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 58118 members 
Entering Unmasked Estep 
Score: -9107383.000000 Penalty: 5598.589844
	Iteration 5F: 3 clusters Score -9107383 nChanged 6605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 64673 members 
Entering Unmasked Estep 
Score: -9113197.000000 Penalty: 5598.589844
	Iteration 6F: 3 clusters Score -9113197 nChanged 6340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 70983 members 
Entering Unmasked Estep 
Score: -9119422.000000 Penalty: 5598.589844
	Iteration 7F: 3 clusters Score -9119422 nChanged 4544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 75519 members 
Entering Unmasked Estep 
Score: -9123858.000000 Penalty: 5598.589844
	Iteration 8F: 3 clusters Score -9123858 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 77866 members 
Entering Unmasked Estep 
Score: -9126112.000000 Penalty: 5598.589844
	Iteration 9Q: 3 clusters Score -9126112 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 78809 members 
Entering Unmasked Estep 
Score: -9126872.000000 Penalty: 5598.589844
	Iteration 10Q: 3 clusters Score -9126872 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 79204 members 
Entering Unmasked Estep 
Score: -9127271.000000 Penalty: 5598.589844
	Iteration 11Q: 3 clusters Score -9127271 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 79362 members 
Entering Unmasked Estep 
Score: -9127469.000000 Penalty: 5598.589844
	Iteration 12Q: 3 clusters Score -9127469 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 79410 members 
Entering Unmasked Estep 
Score: -9127564.000000 Penalty: 5598.589844
	Iteration 13Q: 3 clusters Score -9127564 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -9127597.000000 Penalty: 5598.589844
	Iteration 14Q: 3 clusters Score -9127597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 79453 members 
Entering Unmasked Estep 
Score: -9127629.000000 Penalty: 5598.589844
	Iteration 15Q: 3 clusters Score -9127629 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 79458 members 
Entering Unmasked Estep 
Score: -9127634.000000 Penalty: 5598.589844
	Iteration 16Q: 3 clusters Score -9127634 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 79462 members 
Entering Unmasked Estep 
Score: -9127642.000000 Penalty: 5598.589844
	Iteration 17Q: 3 clusters Score -9127642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 79469 members 
Entering Unmasked Estep 
Score: -9127659.000000 Penalty: 5598.589844
	Iteration 18Q: 3 clusters Score -9127659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 79477 members 
Entering Unmasked Estep 
Score: -9127666.000000 Penalty: 5598.589844
	Iteration 19Q: 3 clusters Score -9127666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 79479 members 
Entering Unmasked Estep 
Score: -9127671.000000 Penalty: 5598.589844
	Iteration 20F: 3 clusters Score -9127671 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 79483 members 
Entering Unmasked Estep 
Score: -9127672.000000 Penalty: 5598.589844
	Iteration 21Q: 3 clusters Score -9127672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 79485 members 
Entering Unmasked Estep 
Score: -9127673.000000 Penalty: 5598.589844
	Iteration 22Q: 3 clusters Score -9127673 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 79486 members 
Entering Unmasked Estep 
Score: -9127667.000000 Penalty: 5598.589844
	Iteration 23Q: 3 clusters Score -9127667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 79489 members 
Entering Unmasked Estep 
Score: -9127677.000000 Penalty: 5598.589844
	Iteration 24Q: 3 clusters Score -9127677 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 79490 members 
Entering Unmasked Estep 
Score: -9127679.000000 Penalty: 5598.589844
	Iteration 25Q: 3 clusters Score -9127679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -9127674.000000 Penalty: 5598.589844
	Iteration 26Q: 3 clusters Score -9127674 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 79491 members 
Entering Unmasked Estep 
Score: -9127674.000000 Penalty: 5598.589844
	Iteration 27F: 3 clusters Score -9127674 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (2371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Entering Unmasked Estep 
Score: -247058.218750 Penalty: 1927.224609
	Iteration 0F: 2 clusters Score -247058.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -244217.406250 Penalty: 3854.449219
	Iteration 0F: 3 clusters Score -244217.4 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -244768.109375 Penalty: 3854.449219
	Iteration 1F: 3 clusters Score -244768.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -244942.234375 Penalty: 3854.449219
	Iteration 2F: 3 clusters Score -244942.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1104 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -245065.703125 Penalty: 3854.449219
	Iteration 3F: 3 clusters Score -245065.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -245155.390625 Penalty: 3854.449219
	Iteration 4Q: 3 clusters Score -245155.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -245215.296875 Penalty: 3854.449219
	Iteration 5Q: 3 clusters Score -245215.3 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -245263.078125 Penalty: 3854.449219
	Iteration 6Q: 3 clusters Score -245263.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -245300.828125 Penalty: 3854.449219
	Iteration 7Q: 3 clusters Score -245300.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -245330.359375 Penalty: 3854.449219
	Iteration 8Q: 3 clusters Score -245330.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -245354.406250 Penalty: 3854.449219
	Iteration 9Q: 3 clusters Score -245354.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -245383.562500 Penalty: 3854.449219
	Iteration 10Q: 3 clusters Score -245383.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -245408.453125 Penalty: 3854.449219
	Iteration 11Q: 3 clusters Score -245408.5 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -245438.171875 Penalty: 3854.449219
	Iteration 12Q: 3 clusters Score -245438.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -245465.375000 Penalty: 3854.449219
	Iteration 13Q: 3 clusters Score -245465.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -245479.328125 Penalty: 3854.449219
	Iteration 14Q: 3 clusters Score -245479.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -245488.906250 Penalty: 3854.449219
	Iteration 15Q: 3 clusters Score -245488.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -245495.828125 Penalty: 3854.449219
	Iteration 16Q: 3 clusters Score -245495.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -245501.093750 Penalty: 3854.449219
	Iteration 17Q: 3 clusters Score -245501.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -245504.750000 Penalty: 3854.449219
	Iteration 18Q: 3 clusters Score -245504.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -245510.109375 Penalty: 3854.449219
	Iteration 19Q: 3 clusters Score -245510.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -245517.812500 Penalty: 3854.449219
	Iteration 20F: 3 clusters Score -245517.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -245522.453125 Penalty: 3854.449219
	Iteration 21Q: 3 clusters Score -245522.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -245529.343750 Penalty: 3854.449219
	Iteration 22Q: 3 clusters Score -245529.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -245533.312500 Penalty: 3854.449219
	Iteration 23Q: 3 clusters Score -245533.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -245535.500000 Penalty: 3854.449219
	Iteration 24Q: 3 clusters Score -245535.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -245536.875000 Penalty: 3854.449219
	Iteration 25Q: 3 clusters Score -245536.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -245537.343750 Penalty: 3854.449219
	Iteration 26Q: 3 clusters Score -245537.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -245537.343750 Penalty: 3854.449219
	Iteration 27F: 3 clusters Score -245537.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (24759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Entering Unmasked Estep 
Score: -2719097.250000 Penalty: 2509.002197
	Iteration 0F: 2 clusters Score -2719097 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12341 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2701868.000000 Penalty: 5018.004395
	Iteration 0F: 3 clusters Score -2701868 nChanged 11079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2708223.000000 Penalty: 5018.004395
	Iteration 1F: 3 clusters Score -2708223 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2709316.000000 Penalty: 5018.004395
	Iteration 2F: 3 clusters Score -2709316 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 13429 members 
Entering Unmasked Estep 
Score: -2710855.750000 Penalty: 5018.004395
	Iteration 3F: 3 clusters Score -2710856 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10738 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -2712504.250000 Penalty: 5018.004395
	Iteration 4F: 3 clusters Score -2712504 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -2713980.500000 Penalty: 5018.004395
	Iteration 5F: 3 clusters Score -2713980 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -2715141.750000 Penalty: 5018.004395
	Iteration 6F: 3 clusters Score -2715142 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8619 members 
Mstep: Class 2 contains 16140 members 
Entering Unmasked Estep 
Score: -2715969.750000 Penalty: 5018.004395
	Iteration 7Q: 3 clusters Score -2715970 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 16744 members 
Entering Unmasked Estep 
Score: -2716615.750000 Penalty: 5018.004395
	Iteration 8Q: 3 clusters Score -2716616 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2717079.000000 Penalty: 5018.004395
	Iteration 9Q: 3 clusters Score -2717079 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7020 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -2717425.000000 Penalty: 5018.004395
	Iteration 10Q: 3 clusters Score -2717425 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2717685.500000 Penalty: 5018.004395
	Iteration 11Q: 3 clusters Score -2717686 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -2717863.500000 Penalty: 5018.004395
	Iteration 12Q: 3 clusters Score -2717864 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -2717994.500000 Penalty: 5018.004395
	Iteration 13Q: 3 clusters Score -2717994 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -2718102.250000 Penalty: 5018.004395
	Iteration 14Q: 3 clusters Score -2718102 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 19332 members 
Entering Unmasked Estep 
Score: -2718195.000000 Penalty: 5018.004395
	Iteration 15Q: 3 clusters Score -2718195 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 19526 members 
Entering Unmasked Estep 
Score: -2718250.750000 Penalty: 5018.004395
	Iteration 16Q: 3 clusters Score -2718251 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -2718295.500000 Penalty: 5018.004395
	Iteration 17Q: 3 clusters Score -2718296 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -2718340.750000 Penalty: 5018.004395
	Iteration 18Q: 3 clusters Score -2718341 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -2718379.500000 Penalty: 5018.004395
	Iteration 19Q: 3 clusters Score -2718380 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 20094 members 
Entering Unmasked Estep 
Score: -2718407.750000 Penalty: 5018.004395
	Iteration 20F: 3 clusters Score -2718408 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 20205 members 
Entering Unmasked Estep 
Score: -2718440.250000 Penalty: 5018.004395
	Iteration 21Q: 3 clusters Score -2718440 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4457 members 
Mstep: Class 2 contains 20302 members 
Entering Unmasked Estep 
Score: -2718457.250000 Penalty: 5018.004395
	Iteration 22Q: 3 clusters Score -2718457 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -2718473.500000 Penalty: 5018.004395
	Iteration 23Q: 3 clusters Score -2718474 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -2718488.750000 Penalty: 5018.004395
	Iteration 24Q: 3 clusters Score -2718489 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -2718499.250000 Penalty: 5018.004395
	Iteration 25Q: 3 clusters Score -2718499 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -2718503.250000 Penalty: 5018.004395
	Iteration 26Q: 3 clusters Score -2718503 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2718514.500000 Penalty: 5018.004395
	Iteration 27Q: 3 clusters Score -2718514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -2718511.500000 Penalty: 5018.004395
	Iteration 28Q: 3 clusters Score -2718512 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -2718519.500000 Penalty: 5018.004395
	Iteration 29Q: 3 clusters Score -2718520 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2718523.000000 Penalty: 5018.004395
	Iteration 30Q: 3 clusters Score -2718523 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2718524.250000 Penalty: 5018.004395
	Iteration 31Q: 3 clusters Score -2718524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2718526.000000 Penalty: 5018.004395
	Iteration 32Q: 3 clusters Score -2718526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -2718525.000000 Penalty: 5018.004395
	Iteration 33Q: 3 clusters Score -2718525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2718535.000000 Penalty: 5018.004395
	Iteration 34Q: 3 clusters Score -2718535 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -2718537.000000 Penalty: 5018.004395
	Iteration 35Q: 3 clusters Score -2718537 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2718544.500000 Penalty: 5018.004395
	Iteration 36Q: 3 clusters Score -2718544 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2718548.500000 Penalty: 5018.004395
	Iteration 37Q: 3 clusters Score -2718548 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2718563.750000 Penalty: 5018.004395
	Iteration 38Q: 3 clusters Score -2718564 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
Score: -2718572.500000 Penalty: 5018.004395
	Iteration 39Q: 3 clusters Score -2718572 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 20983 members 
Entering Unmasked Estep 
Score: -2718566.750000 Penalty: 5018.004395
	Iteration 40F: 3 clusters Score -2718567 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 21005 members 
Entering Unmasked Estep 
Score: -2718573.250000 Penalty: 5018.004395
	Iteration 41Q: 3 clusters Score -2718573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 21022 members 
Entering Unmasked Estep 
Score: -2718576.000000 Penalty: 5018.004395
	Iteration 42Q: 3 clusters Score -2718576 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 21039 members 
Entering Unmasked Estep 
Score: -2718581.000000 Penalty: 5018.004395
	Iteration 43Q: 3 clusters Score -2718581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 21052 members 
Entering Unmasked Estep 
Score: -2718581.250000 Penalty: 5018.004395
	Iteration 44Q: 3 clusters Score -2718581 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 21071 members 
Entering Unmasked Estep 
Score: -2718584.750000 Penalty: 5018.004395
	Iteration 45Q: 3 clusters Score -2718585 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 21087 members 
Entering Unmasked Estep 
Score: -2718592.000000 Penalty: 5018.004395
	Iteration 46Q: 3 clusters Score -2718592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 21097 members 
Entering Unmasked Estep 
Score: -2718592.750000 Penalty: 5018.004395
	Iteration 47Q: 3 clusters Score -2718593 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -2718597.750000 Penalty: 5018.004395
	Iteration 48Q: 3 clusters Score -2718598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 21110 members 
Entering Unmasked Estep 
Score: -2718594.500000 Penalty: 5018.004395
	Iteration 49Q: 3 clusters Score -2718594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -2718598.250000 Penalty: 5018.004395
	Iteration 50Q: 3 clusters Score -2718598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 21118 members 
Entering Unmasked Estep 
Score: -2718595.000000 Penalty: 5018.004395
	Iteration 51Q: 3 clusters Score -2718595 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -2718597.000000 Penalty: 5018.004395
	Iteration 52Q: 3 clusters Score -2718597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -2718596.250000 Penalty: 5018.004395
	Iteration 53Q: 3 clusters Score -2718596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 21133 members 
Entering Unmasked Estep 
Score: -2718600.000000 Penalty: 5018.004395
	Iteration 54Q: 3 clusters Score -2718600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2718600.000000 Penalty: 5018.004395
	Iteration 55Q: 3 clusters Score -2718600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 21134 members 
Entering Unmasked Estep 
Score: -2718600.000000 Penalty: 5018.004395
	Iteration 56F: 3 clusters Score -2718600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (162255 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162255 members 
Entering Unmasked Estep 
Score: -19081748.000000 Penalty: 2975.237305
	Iteration 0F: 2 clusters Score -1.908175e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81056 members 
Mstep: Class 2 contains 81199 members 
Entering Unmasked Estep 
Score: -18973790.000000 Penalty: 5950.474609
	Iteration 0F: 3 clusters Score -1.897379e+07 nChanged 77464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79988 members 
Mstep: Class 2 contains 82267 members 
Entering Unmasked Estep 
Score: -19018414.000000 Penalty: 5950.474609
	Iteration 1F: 3 clusters Score -1.901841e+07 nChanged 4695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79309 members 
Mstep: Class 2 contains 82946 members 
Entering Unmasked Estep 
Score: -19019502.000000 Penalty: 5950.474609
	Iteration 2Q: 3 clusters Score -1.90195e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78155 members 
Mstep: Class 2 contains 84100 members 
Entering Unmasked Estep 
Score: -19020614.000000 Penalty: 5950.474609
	Iteration 3Q: 3 clusters Score -1.902061e+07 nChanged 5161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76454 members 
Mstep: Class 2 contains 85801 members 
Entering Unmasked Estep 
Score: -19022086.000000 Penalty: 5950.474609
	Iteration 4Q: 3 clusters Score -1.902209e+07 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73887 members 
Mstep: Class 2 contains 88368 members 
Entering Unmasked Estep 
Score: -19024454.000000 Penalty: 5950.474609
	Iteration 5Q: 3 clusters Score -1.902445e+07 nChanged 7776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70147 members 
Mstep: Class 2 contains 92108 members 
Entering Unmasked Estep 
Score: -19028564.000000 Penalty: 5950.474609
	Iteration 6Q: 3 clusters Score -1.902856e+07 nChanged 10030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64727 members 
Mstep: Class 2 contains 97528 members 
Entering Unmasked Estep 
Score: -19036120.000000 Penalty: 5950.474609
	Iteration 7F: 3 clusters Score -1.903612e+07 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57915 members 
Mstep: Class 2 contains 104340 members 
Entering Unmasked Estep 
Score: -19046584.000000 Penalty: 5950.474609
	Iteration 8F: 3 clusters Score -1.904658e+07 nChanged 12180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51329 members 
Mstep: Class 2 contains 110926 members 
Entering Unmasked Estep 
Score: -19057424.000000 Penalty: 5950.474609
	Iteration 9F: 3 clusters Score -1.905742e+07 nChanged 9751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46574 members 
Mstep: Class 2 contains 115681 members 
Entering Unmasked Estep 
Score: -19064574.000000 Penalty: 5950.474609
	Iteration 10F: 3 clusters Score -1.906457e+07 nChanged 6251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 119186 members 
Entering Unmasked Estep 
Score: -19068200.000000 Penalty: 5950.474609
	Iteration 11Q: 3 clusters Score -1.90682e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39980 members 
Mstep: Class 2 contains 122275 members 
Entering Unmasked Estep 
Score: -19070518.000000 Penalty: 5950.474609
	Iteration 12Q: 3 clusters Score -1.907052e+07 nChanged 3390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 125113 members 
Entering Unmasked Estep 
Score: -19072512.000000 Penalty: 5950.474609
	Iteration 13Q: 3 clusters Score -1.907251e+07 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 127772 members 
Entering Unmasked Estep 
Score: -19074236.000000 Penalty: 5950.474609
	Iteration 14Q: 3 clusters Score -1.907424e+07 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32109 members 
Mstep: Class 2 contains 130146 members 
Entering Unmasked Estep 
Score: -19075646.000000 Penalty: 5950.474609
	Iteration 15Q: 3 clusters Score -1.907565e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29927 members 
Mstep: Class 2 contains 132328 members 
Entering Unmasked Estep 
Score: -19076840.000000 Penalty: 5950.474609
	Iteration 16Q: 3 clusters Score -1.907684e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28038 members 
Mstep: Class 2 contains 134217 members 
Entering Unmasked Estep 
Score: -19077636.000000 Penalty: 5950.474609
	Iteration 17Q: 3 clusters Score -1.907764e+07 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 135912 members 
Entering Unmasked Estep 
Score: -19078342.000000 Penalty: 5950.474609
	Iteration 18Q: 3 clusters Score -1.907834e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 137390 members 
Entering Unmasked Estep 
Score: -19078808.000000 Penalty: 5950.474609
	Iteration 19Q: 3 clusters Score -1.907881e+07 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23560 members 
Mstep: Class 2 contains 138695 members 
Entering Unmasked Estep 
Score: -19079202.000000 Penalty: 5950.474609
	Iteration 20F: 3 clusters Score -1.90792e+07 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22441 members 
Mstep: Class 2 contains 139814 members 
Entering Unmasked Estep 
Score: -19079492.000000 Penalty: 5950.474609
	Iteration 21Q: 3 clusters Score -1.907949e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 140861 members 
Entering Unmasked Estep 
Score: -19079824.000000 Penalty: 5950.474609
	Iteration 22Q: 3 clusters Score -1.907982e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20467 members 
Mstep: Class 2 contains 141788 members 
Entering Unmasked Estep 
Score: -19080010.000000 Penalty: 5950.474609
	Iteration 23Q: 3 clusters Score -1.908001e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19634 members 
Mstep: Class 2 contains 142621 members 
Entering Unmasked Estep 
Score: -19080250.000000 Penalty: 5950.474609
	Iteration 24Q: 3 clusters Score -1.908025e+07 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 143466 members 
Entering Unmasked Estep 
Score: -19080382.000000 Penalty: 5950.474609
	Iteration 25Q: 3 clusters Score -1.908038e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18033 members 
Mstep: Class 2 contains 144222 members 
Entering Unmasked Estep 
Score: -19080482.000000 Penalty: 5950.474609
	Iteration 26Q: 3 clusters Score -1.908048e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 144899 members 
Entering Unmasked Estep 
Score: -19080572.000000 Penalty: 5950.474609
	Iteration 27Q: 3 clusters Score -1.908057e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 145553 members 
Entering Unmasked Estep 
Score: -19080670.000000 Penalty: 5950.474609
	Iteration 28Q: 3 clusters Score -1.908067e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 146133 members 
Entering Unmasked Estep 
Score: -19080694.000000 Penalty: 5950.474609
	Iteration 29Q: 3 clusters Score -1.908069e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15540 members 
Mstep: Class 2 contains 146715 members 
Entering Unmasked Estep 
Score: -19080772.000000 Penalty: 5950.474609
	Iteration 30Q: 3 clusters Score -1.908077e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 147259 members 
Entering Unmasked Estep 
Score: -19080860.000000 Penalty: 5950.474609
	Iteration 31Q: 3 clusters Score -1.908086e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 147782 members 
Entering Unmasked Estep 
Score: -19080884.000000 Penalty: 5950.474609
	Iteration 32Q: 3 clusters Score -1.908088e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13949 members 
Mstep: Class 2 contains 148306 members 
Entering Unmasked Estep 
Score: -19080908.000000 Penalty: 5950.474609
	Iteration 33Q: 3 clusters Score -1.908091e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 148827 members 
Entering Unmasked Estep 
Score: -19080982.000000 Penalty: 5950.474609
	Iteration 34Q: 3 clusters Score -1.908098e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 149320 members 
Entering Unmasked Estep 
Score: -19081018.000000 Penalty: 5950.474609
	Iteration 35Q: 3 clusters Score -1.908102e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 149750 members 
Entering Unmasked Estep 
Score: -19081048.000000 Penalty: 5950.474609
	Iteration 36Q: 3 clusters Score -1.908105e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 150181 members 
Entering Unmasked Estep 
Score: -19081094.000000 Penalty: 5950.474609
	Iteration 37Q: 3 clusters Score -1.908109e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 150572 members 
Entering Unmasked Estep 
Score: -19081112.000000 Penalty: 5950.474609
	Iteration 38Q: 3 clusters Score -1.908111e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 150938 members 
Entering Unmasked Estep 
Score: -19081180.000000 Penalty: 5950.474609
	Iteration 39Q: 3 clusters Score -1.908118e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 151267 members 
Entering Unmasked Estep 
Score: -19081214.000000 Penalty: 5950.474609
	Iteration 40F: 3 clusters Score -1.908121e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10660 members 
Mstep: Class 2 contains 151595 members 
Entering Unmasked Estep 
Score: -19081212.000000 Penalty: 5950.474609
	Iteration 41Q: 3 clusters Score -1.908121e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 151893 members 
Entering Unmasked Estep 
Score: -19081268.000000 Penalty: 5950.474609
	Iteration 42Q: 3 clusters Score -1.908127e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10088 members 
Mstep: Class 2 contains 152167 members 
Entering Unmasked Estep 
Score: -19081258.000000 Penalty: 5950.474609
	Iteration 43Q: 3 clusters Score -1.908126e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 152435 members 
Entering Unmasked Estep 
Score: -19081298.000000 Penalty: 5950.474609
	Iteration 44Q: 3 clusters Score -1.90813e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9558 members 
Mstep: Class 2 contains 152697 members 
Entering Unmasked Estep 
Score: -19081262.000000 Penalty: 5950.474609
	Iteration 45Q: 3 clusters Score -1.908126e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 152938 members 
Entering Unmasked Estep 
Score: -19081274.000000 Penalty: 5950.474609
	Iteration 46Q: 3 clusters Score -1.908127e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 153171 members 
Entering Unmasked Estep 
Score: -19081298.000000 Penalty: 5950.474609
	Iteration 47Q: 3 clusters Score -1.90813e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8854 members 
Mstep: Class 2 contains 153401 members 
Entering Unmasked Estep 
Score: -19081326.000000 Penalty: 5950.474609
	Iteration 48Q: 3 clusters Score -1.908133e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8647 members 
Mstep: Class 2 contains 153608 members 
Entering Unmasked Estep 
Score: -19081336.000000 Penalty: 5950.474609
	Iteration 49Q: 3 clusters Score -1.908134e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 153801 members 
Entering Unmasked Estep 
Score: -19081310.000000 Penalty: 5950.474609
	Iteration 50Q: 3 clusters Score -1.908131e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8279 members 
Mstep: Class 2 contains 153976 members 
Entering Unmasked Estep 
Score: -19081274.000000 Penalty: 5950.474609
	Iteration 51Q: 3 clusters Score -1.908127e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 154138 members 
Entering Unmasked Estep 
Score: -19081242.000000 Penalty: 5950.474609
	Iteration 52Q: 3 clusters Score -1.908124e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 154285 members 
Entering Unmasked Estep 
Score: -19081248.000000 Penalty: 5950.474609
	Iteration 53Q: 3 clusters Score -1.908125e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 154419 members 
Entering Unmasked Estep 
Score: -19081242.000000 Penalty: 5950.474609
	Iteration 54Q: 3 clusters Score -1.908124e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 154560 members 
Entering Unmasked Estep 
Score: -19081248.000000 Penalty: 5950.474609
	Iteration 55Q: 3 clusters Score -1.908125e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 154685 members 
Entering Unmasked Estep 
Score: -19081244.000000 Penalty: 5950.474609
	Iteration 56Q: 3 clusters Score -1.908124e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 154806 members 
Entering Unmasked Estep 
Score: -19081254.000000 Penalty: 5950.474609
	Iteration 57Q: 3 clusters Score -1.908125e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 154913 members 
Entering Unmasked Estep 
Score: -19081252.000000 Penalty: 5950.474609
	Iteration 58Q: 3 clusters Score -1.908125e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 155007 members 
Entering Unmasked Estep 
Score: -19081240.000000 Penalty: 5950.474609
	Iteration 59Q: 3 clusters Score -1.908124e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 155097 members 
Entering Unmasked Estep 
Score: -19081228.000000 Penalty: 5950.474609
	Iteration 60F: 3 clusters Score -1.908123e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 155167 members 
Entering Unmasked Estep 
Score: -19081242.000000 Penalty: 5950.474609
	Iteration 61Q: 3 clusters Score -1.908124e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7019 members 
Mstep: Class 2 contains 155236 members 
Entering Unmasked Estep 
Score: -19081256.000000 Penalty: 5950.474609
	Iteration 62Q: 3 clusters Score -1.908126e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 155302 members 
Entering Unmasked Estep 
Score: -19081256.000000 Penalty: 5950.474609
	Iteration 63Q: 3 clusters Score -1.908126e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6889 members 
Mstep: Class 2 contains 155366 members 
Entering Unmasked Estep 
Score: -19081234.000000 Penalty: 5950.474609
	Iteration 64Q: 3 clusters Score -1.908123e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 155418 members 
Entering Unmasked Estep 
Score: -19081242.000000 Penalty: 5950.474609
	Iteration 65Q: 3 clusters Score -1.908124e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6789 members 
Mstep: Class 2 contains 155466 members 
Entering Unmasked Estep 
Score: -19081224.000000 Penalty: 5950.474609
	Iteration 66Q: 3 clusters Score -1.908122e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 155510 members 
Entering Unmasked Estep 
Score: -19081196.000000 Penalty: 5950.474609
	Iteration 67Q: 3 clusters Score -1.90812e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 155550 members 
Entering Unmasked Estep 
Score: -19081188.000000 Penalty: 5950.474609
	Iteration 68Q: 3 clusters Score -1.908119e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 155595 members 
Entering Unmasked Estep 
Score: -19081200.000000 Penalty: 5950.474609
	Iteration 69Q: 3 clusters Score -1.90812e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 155638 members 
Entering Unmasked Estep 
Score: -19081204.000000 Penalty: 5950.474609
	Iteration 70Q: 3 clusters Score -1.90812e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 155678 members 
Entering Unmasked Estep 
Score: -19081186.000000 Penalty: 5950.474609
	Iteration 71Q: 3 clusters Score -1.908119e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6537 members 
Mstep: Class 2 contains 155718 members 
Entering Unmasked Estep 
Score: -19081212.000000 Penalty: 5950.474609
	Iteration 72Q: 3 clusters Score -1.908121e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6495 members 
Mstep: Class 2 contains 155760 members 
Entering Unmasked Estep 
Score: -19081230.000000 Penalty: 5950.474609
	Iteration 73Q: 3 clusters Score -1.908123e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 155792 members 
Entering Unmasked Estep 
Score: -19081212.000000 Penalty: 5950.474609
	Iteration 74Q: 3 clusters Score -1.908121e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 155830 members 
Entering Unmasked Estep 
Score: -19081198.000000 Penalty: 5950.474609
	Iteration 75Q: 3 clusters Score -1.90812e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 155877 members 
Entering Unmasked Estep 
Score: -19081210.000000 Penalty: 5950.474609
	Iteration 76Q: 3 clusters Score -1.908121e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 155927 members 
Entering Unmasked Estep 
Score: -19081218.000000 Penalty: 5950.474609
	Iteration 77Q: 3 clusters Score -1.908122e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 155978 members 
Entering Unmasked Estep 
Score: -19081210.000000 Penalty: 5950.474609
	Iteration 78Q: 3 clusters Score -1.908121e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 156025 members 
Entering Unmasked Estep 
Score: -19081228.000000 Penalty: 5950.474609
	Iteration 79Q: 3 clusters Score -1.908123e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 156071 members 
Entering Unmasked Estep 
Score: -19081228.000000 Penalty: 5950.474609
	Iteration 80F: 3 clusters Score -1.908123e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 156116 members 
Entering Unmasked Estep 
Score: -19081234.000000 Penalty: 5950.474609
	Iteration 81Q: 3 clusters Score -1.908123e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 156153 members 
Entering Unmasked Estep 
Score: -19081224.000000 Penalty: 5950.474609
	Iteration 82Q: 3 clusters Score -1.908122e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 156188 members 
Entering Unmasked Estep 
Score: -19081258.000000 Penalty: 5950.474609
	Iteration 83Q: 3 clusters Score -1.908126e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 156230 members 
Entering Unmasked Estep 
Score: -19081276.000000 Penalty: 5950.474609
	Iteration 84Q: 3 clusters Score -1.908128e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 156265 members 
Entering Unmasked Estep 
Score: -19081256.000000 Penalty: 5950.474609
	Iteration 85Q: 3 clusters Score -1.908126e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5959 members 
Mstep: Class 2 contains 156296 members 
Entering Unmasked Estep 
Score: -19081236.000000 Penalty: 5950.474609
	Iteration 86Q: 3 clusters Score -1.908124e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 156324 members 
Entering Unmasked Estep 
Score: -19081244.000000 Penalty: 5950.474609
	Iteration 87Q: 3 clusters Score -1.908124e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 156353 members 
Entering Unmasked Estep 
Score: -19081254.000000 Penalty: 5950.474609
	Iteration 88Q: 3 clusters Score -1.908125e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 156380 members 
Entering Unmasked Estep 
Score: -19081246.000000 Penalty: 5950.474609
	Iteration 89Q: 3 clusters Score -1.908125e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 156404 members 
Entering Unmasked Estep 
Score: -19081264.000000 Penalty: 5950.474609
	Iteration 90Q: 3 clusters Score -1.908126e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 156434 members 
Entering Unmasked Estep 
Score: -19081284.000000 Penalty: 5950.474609
	Iteration 91Q: 3 clusters Score -1.908128e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 156463 members 
Entering Unmasked Estep 
Score: -19081280.000000 Penalty: 5950.474609
	Iteration 92Q: 3 clusters Score -1.908128e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 156481 members 
Entering Unmasked Estep 
Score: -19081286.000000 Penalty: 5950.474609
	Iteration 93Q: 3 clusters Score -1.908129e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 156496 members 
Entering Unmasked Estep 
Score: -19081280.000000 Penalty: 5950.474609
	Iteration 94Q: 3 clusters Score -1.908128e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 156507 members 
Entering Unmasked Estep 
Score: -19081260.000000 Penalty: 5950.474609
	Iteration 95Q: 3 clusters Score -1.908126e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 156514 members 
Entering Unmasked Estep 
Score: -19081264.000000 Penalty: 5950.474609
	Iteration 96Q: 3 clusters Score -1.908126e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 156520 members 
Entering Unmasked Estep 
Score: -19081260.000000 Penalty: 5950.474609
	Iteration 97Q: 3 clusters Score -1.908126e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 156528 members 
Entering Unmasked Estep 
Score: -19081260.000000 Penalty: 5950.474609
	Iteration 98Q: 3 clusters Score -1.908126e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 156540 members 
Entering Unmasked Estep 
Score: -19081254.000000 Penalty: 5950.474609
	Iteration 99Q: 3 clusters Score -1.908125e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 156555 members 
Entering Unmasked Estep 
Score: -19081268.000000 Penalty: 5950.474609
	Iteration 100F: 3 clusters Score -1.908127e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 156576 members 
Entering Unmasked Estep 
Score: -19081264.000000 Penalty: 5950.474609
	Iteration 101Q: 3 clusters Score -1.908126e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 156601 members 
Entering Unmasked Estep 
Score: -19081260.000000 Penalty: 5950.474609
	Iteration 102Q: 3 clusters Score -1.908126e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 156620 members 
Entering Unmasked Estep 
Score: -19081262.000000 Penalty: 5950.474609
	Iteration 103Q: 3 clusters Score -1.908126e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 156638 members 
Entering Unmasked Estep 
Score: -19081242.000000 Penalty: 5950.474609
	Iteration 104Q: 3 clusters Score -1.908124e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 156654 members 
Entering Unmasked Estep 
Score: -19081234.000000 Penalty: 5950.474609
	Iteration 105Q: 3 clusters Score -1.908123e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 156668 members 
Entering Unmasked Estep 
Score: -19081226.000000 Penalty: 5950.474609
	Iteration 106Q: 3 clusters Score -1.908123e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 156686 members 
Entering Unmasked Estep 
Score: -19081242.000000 Penalty: 5950.474609
	Iteration 107Q: 3 clusters Score -1.908124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 156701 members 
Entering Unmasked Estep 
Score: -19081236.000000 Penalty: 5950.474609
	Iteration 108Q: 3 clusters Score -1.908124e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 156717 members 
Entering Unmasked Estep 
Score: -19081234.000000 Penalty: 5950.474609
	Iteration 109Q: 3 clusters Score -1.908123e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 156734 members 
Entering Unmasked Estep 
Score: -19081238.000000 Penalty: 5950.474609
	Iteration 110Q: 3 clusters Score -1.908124e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 156749 members 
Entering Unmasked Estep 
Score: -19081258.000000 Penalty: 5950.474609
	Iteration 111Q: 3 clusters Score -1.908126e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 156758 members 
Entering Unmasked Estep 
Score: -19081248.000000 Penalty: 5950.474609
	Iteration 112Q: 3 clusters Score -1.908125e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 156770 members 
Entering Unmasked Estep 
Score: -19081242.000000 Penalty: 5950.474609
	Iteration 113Q: 3 clusters Score -1.908124e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 156781 members 
Entering Unmasked Estep 
Score: -19081230.000000 Penalty: 5950.474609
	Iteration 114Q: 3 clusters Score -1.908123e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 156789 members 
Entering Unmasked Estep 
Score: -19081230.000000 Penalty: 5950.474609
	Iteration 115Q: 3 clusters Score -1.908123e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5454 members 
Mstep: Class 2 contains 156801 members 
Entering Unmasked Estep 
Score: -19081208.000000 Penalty: 5950.474609
	Iteration 116Q: 3 clusters Score -1.908121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 156808 members 
Entering Unmasked Estep 
Score: -19081226.000000 Penalty: 5950.474609
	Iteration 117Q: 3 clusters Score -1.908123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 156814 members 
Entering Unmasked Estep 
Score: -19081232.000000 Penalty: 5950.474609
	Iteration 118Q: 3 clusters Score -1.908123e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 156819 members 
Entering Unmasked Estep 
Score: -19081232.000000 Penalty: 5950.474609
	Iteration 119Q: 3 clusters Score -1.908123e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5432 members 
Mstep: Class 2 contains 156823 members 
Entering Unmasked Estep 
Score: -19081232.000000 Penalty: 5950.474609
	Iteration 120F: 3 clusters Score -1.908123e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 156829 members 
Entering Unmasked Estep 
Score: -19081222.000000 Penalty: 5950.474609
	Iteration 121Q: 3 clusters Score -1.908122e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 156835 members 
Entering Unmasked Estep 
Score: -19081212.000000 Penalty: 5950.474609
	Iteration 122Q: 3 clusters Score -1.908121e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 156841 members 
Entering Unmasked Estep 
Score: -19081214.000000 Penalty: 5950.474609
	Iteration 123Q: 3 clusters Score -1.908121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5409 members 
Mstep: Class 2 contains 156846 members 
Entering Unmasked Estep 
Score: -19081216.000000 Penalty: 5950.474609
	Iteration 124Q: 3 clusters Score -1.908122e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 156853 members 
Entering Unmasked Estep 
Score: -19081200.000000 Penalty: 5950.474609
	Iteration 125Q: 3 clusters Score -1.90812e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 156856 members 
Entering Unmasked Estep 
Score: -19081210.000000 Penalty: 5950.474609
	Iteration 126Q: 3 clusters Score -1.908121e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 156861 members 
Entering Unmasked Estep 
Score: -19081208.000000 Penalty: 5950.474609
	Iteration 127Q: 3 clusters Score -1.908121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 156865 members 
Entering Unmasked Estep 
Score: -19081202.000000 Penalty: 5950.474609
	Iteration 128Q: 3 clusters Score -1.90812e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 156872 members 
Entering Unmasked Estep 
Score: -19081212.000000 Penalty: 5950.474609
	Iteration 129Q: 3 clusters Score -1.908121e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 156879 members 
Entering Unmasked Estep 
Score: -19081214.000000 Penalty: 5950.474609
	Iteration 130Q: 3 clusters Score -1.908121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 156882 members 
Entering Unmasked Estep 
Score: -19081218.000000 Penalty: 5950.474609
	Iteration 131Q: 3 clusters Score -1.908122e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 156885 members 
Entering Unmasked Estep 
Score: -19081208.000000 Penalty: 5950.474609
	Iteration 132Q: 3 clusters Score -1.908121e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 156886 members 
Entering Unmasked Estep 
Score: -19081206.000000 Penalty: 5950.474609
	Iteration 133Q: 3 clusters Score -1.908121e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 156889 members 
Entering Unmasked Estep 
Score: -19081214.000000 Penalty: 5950.474609
	Iteration 134Q: 3 clusters Score -1.908121e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 156893 members 
Entering Unmasked Estep 
Score: -19081216.000000 Penalty: 5950.474609
	Iteration 135Q: 3 clusters Score -1.908122e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -19081216.000000 Penalty: 5950.474609
	Iteration 136Q: 3 clusters Score -1.908122e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 156894 members 
Entering Unmasked Estep 
Score: -19081216.000000 Penalty: 5950.474609
	Iteration 137F: 3 clusters Score -1.908122e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (14968 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Entering Unmasked Estep 
Score: -1763461.250000 Penalty: 2384.189941
	Iteration 0F: 2 clusters Score -1763461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7477 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1752631.375000 Penalty: 4768.379883
	Iteration 0F: 3 clusters Score -1752631 nChanged 6348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1755898.375000 Penalty: 4768.379883
	Iteration 1F: 3 clusters Score -1755898 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -1756217.875000 Penalty: 4768.379883
	Iteration 2F: 3 clusters Score -1756218 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1756446.125000 Penalty: 4768.379883
	Iteration 3Q: 3 clusters Score -1756446 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 7933 members 
Entering Unmasked Estep 
Score: -1756671.375000 Penalty: 4768.379883
	Iteration 4Q: 3 clusters Score -1756671 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 8091 members 
Entering Unmasked Estep 
Score: -1756857.375000 Penalty: 4768.379883
	Iteration 5Q: 3 clusters Score -1756857 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1757023.625000 Penalty: 4768.379883
	Iteration 6Q: 3 clusters Score -1757024 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6533 members 
Mstep: Class 2 contains 8435 members 
Entering Unmasked Estep 
Score: -1757201.750000 Penalty: 4768.379883
	Iteration 7Q: 3 clusters Score -1757202 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -1757425.875000 Penalty: 4768.379883
	Iteration 8Q: 3 clusters Score -1757426 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 8979 members 
Entering Unmasked Estep 
Score: -1757723.625000 Penalty: 4768.379883
	Iteration 9Q: 3 clusters Score -1757724 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -1758048.375000 Penalty: 4768.379883
	Iteration 10Q: 3 clusters Score -1758048 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -1758395.750000 Penalty: 4768.379883
	Iteration 11Q: 3 clusters Score -1758396 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 9834 members 
Entering Unmasked Estep 
Score: -1758732.250000 Penalty: 4768.379883
	Iteration 12Q: 3 clusters Score -1758732 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 10030 members 
Entering Unmasked Estep 
Score: -1759056.125000 Penalty: 4768.379883
	Iteration 13Q: 3 clusters Score -1759056 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Mstep: Class 2 contains 10186 members 
Entering Unmasked Estep 
Score: -1759370.000000 Penalty: 4768.379883
	Iteration 14Q: 3 clusters Score -1759370 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 10305 members 
Entering Unmasked Estep 
Score: -1759650.625000 Penalty: 4768.379883
	Iteration 15Q: 3 clusters Score -1759651 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 10380 members 
Entering Unmasked Estep 
Score: -1759910.250000 Penalty: 4768.379883
	Iteration 16Q: 3 clusters Score -1759910 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4533 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -1760100.625000 Penalty: 4768.379883
	Iteration 17Q: 3 clusters Score -1760101 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 10476 members 
Entering Unmasked Estep 
Score: -1760238.250000 Penalty: 4768.379883
	Iteration 18Q: 3 clusters Score -1760238 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4447 members 
Mstep: Class 2 contains 10521 members 
Entering Unmasked Estep 
Score: -1760331.500000 Penalty: 4768.379883
	Iteration 19Q: 3 clusters Score -1760332 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -1760407.250000 Penalty: 4768.379883
	Iteration 20F: 3 clusters Score -1760407 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -1760470.875000 Penalty: 4768.379883
	Iteration 21Q: 3 clusters Score -1760471 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4405 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -1760544.125000 Penalty: 4768.379883
	Iteration 22Q: 3 clusters Score -1760544 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -1760615.750000 Penalty: 4768.379883
	Iteration 23Q: 3 clusters Score -1760616 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4436 members 
Mstep: Class 2 contains 10532 members 
Entering Unmasked Estep 
Score: -1760691.750000 Penalty: 4768.379883
	Iteration 24Q: 3 clusters Score -1760692 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 10493 members 
Entering Unmasked Estep 
Score: -1760776.375000 Penalty: 4768.379883
	Iteration 25Q: 3 clusters Score -1760776 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4521 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -1760867.625000 Penalty: 4768.379883
	Iteration 26Q: 3 clusters Score -1760868 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -1760942.750000 Penalty: 4768.379883
	Iteration 27Q: 3 clusters Score -1760943 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4590 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1761005.500000 Penalty: 4768.379883
	Iteration 28Q: 3 clusters Score -1761006 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -1761052.750000 Penalty: 4768.379883
	Iteration 29Q: 3 clusters Score -1761053 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4635 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -1761096.750000 Penalty: 4768.379883
	Iteration 30Q: 3 clusters Score -1761097 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -1761121.500000 Penalty: 4768.379883
	Iteration 31Q: 3 clusters Score -1761122 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 10286 members 
Entering Unmasked Estep 
Score: -1761142.875000 Penalty: 4768.379883
	Iteration 32Q: 3 clusters Score -1761143 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4719 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -1761165.500000 Penalty: 4768.379883
	Iteration 33Q: 3 clusters Score -1761166 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -1761177.625000 Penalty: 4768.379883
	Iteration 34Q: 3 clusters Score -1761178 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 10175 members 
Entering Unmasked Estep 
Score: -1761198.750000 Penalty: 4768.379883
	Iteration 35Q: 3 clusters Score -1761199 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 10143 members 
Entering Unmasked Estep 
Score: -1761210.625000 Penalty: 4768.379883
	Iteration 36Q: 3 clusters Score -1761211 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 10106 members 
Entering Unmasked Estep 
Score: -1761233.000000 Penalty: 4768.379883
	Iteration 37Q: 3 clusters Score -1761233 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -1761246.750000 Penalty: 4768.379883
	Iteration 38Q: 3 clusters Score -1761247 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4919 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -1761257.625000 Penalty: 4768.379883
	Iteration 39Q: 3 clusters Score -1761258 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4940 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -1761263.750000 Penalty: 4768.379883
	Iteration 40F: 3 clusters Score -1761264 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4960 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1761272.250000 Penalty: 4768.379883
	Iteration 41Q: 3 clusters Score -1761272 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 9985 members 
Entering Unmasked Estep 
Score: -1761282.625000 Penalty: 4768.379883
	Iteration 42Q: 3 clusters Score -1761283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 9961 members 
Entering Unmasked Estep 
Score: -1761296.250000 Penalty: 4768.379883
	Iteration 43Q: 3 clusters Score -1761296 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5020 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1761297.875000 Penalty: 4768.379883
	Iteration 44Q: 3 clusters Score -1761298 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 9931 members 
Entering Unmasked Estep 
Score: -1761296.625000 Penalty: 4768.379883
	Iteration 45Q: 3 clusters Score -1761297 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -1761296.250000 Penalty: 4768.379883
	Iteration 46Q: 3 clusters Score -1761296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 9903 members 
Entering Unmasked Estep 
Score: -1761301.250000 Penalty: 4768.379883
	Iteration 47Q: 3 clusters Score -1761301 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1761305.500000 Penalty: 4768.379883
	Iteration 48Q: 3 clusters Score -1761306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -1761310.125000 Penalty: 4768.379883
	Iteration 49Q: 3 clusters Score -1761310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1761309.125000 Penalty: 4768.379883
	Iteration 50Q: 3 clusters Score -1761309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 9881 members 
Entering Unmasked Estep 
Score: -1761309.125000 Penalty: 4768.379883
	Iteration 51F: 3 clusters Score -1761309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (1840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Entering Unmasked Estep 
Score: -143180.609375 Penalty: 1864.345215
	Iteration 0F: 2 clusters Score -143180.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -140688.828125 Penalty: 3728.690430
	Iteration 0F: 3 clusters Score -140688.8 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -141211.281250 Penalty: 3728.690430
	Iteration 1F: 3 clusters Score -141211.3 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -141388.640625 Penalty: 3728.690430
	Iteration 2F: 3 clusters Score -141388.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -141528.828125 Penalty: 3728.690430
	Iteration 3F: 3 clusters Score -141528.8 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -141647.312500 Penalty: 3728.690430
	Iteration 4F: 3 clusters Score -141647.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -141725.343750 Penalty: 3728.690430
	Iteration 5Q: 3 clusters Score -141725.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -141789.625000 Penalty: 3728.690430
	Iteration 6Q: 3 clusters Score -141789.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -141845.453125 Penalty: 3728.690430
	Iteration 7Q: 3 clusters Score -141845.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -141881.984375 Penalty: 3728.690430
	Iteration 8Q: 3 clusters Score -141882 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -141907.953125 Penalty: 3728.690430
	Iteration 9Q: 3 clusters Score -141908 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -141929.484375 Penalty: 3728.690430
	Iteration 10Q: 3 clusters Score -141929.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -141951.343750 Penalty: 3728.690430
	Iteration 11Q: 3 clusters Score -141951.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -141961.390625 Penalty: 3728.690430
	Iteration 12Q: 3 clusters Score -141961.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -141968.890625 Penalty: 3728.690430
	Iteration 13Q: 3 clusters Score -141968.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -141973.968750 Penalty: 3728.690430
	Iteration 14Q: 3 clusters Score -141974 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -141977.265625 Penalty: 3728.690430
	Iteration 15Q: 3 clusters Score -141977.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -141980.140625 Penalty: 3728.690430
	Iteration 16Q: 3 clusters Score -141980.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -141981.390625 Penalty: 3728.690430
	Iteration 17Q: 3 clusters Score -141981.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -141984.328125 Penalty: 3728.690430
	Iteration 18Q: 3 clusters Score -141984.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -141985.671875 Penalty: 3728.690430
	Iteration 19Q: 3 clusters Score -141985.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -141985.671875 Penalty: 3728.690430
	Iteration 20F: 3 clusters Score -141985.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24811 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24811 members 
Entering Unmasked Estep 
Score: -2510165.250000 Penalty: 2509.522461
	Iteration 0F: 2 clusters Score -2510165 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12392 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -2492982.500000 Penalty: 5019.044922
	Iteration 0F: 3 clusters Score -2492982 nChanged 11043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -2499363.000000 Penalty: 5019.044922
	Iteration 1F: 3 clusters Score -2499363 nChanged 1489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12653 members 
Entering Unmasked Estep 
Score: -2500053.250000 Penalty: 5019.044922
	Iteration 2F: 3 clusters Score -2500053 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -2500780.500000 Penalty: 5019.044922
	Iteration 3F: 3 clusters Score -2500780 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 12975 members 
Entering Unmasked Estep 
Score: -2501532.000000 Penalty: 5019.044922
	Iteration 4F: 3 clusters Score -2501532 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -2502300.000000 Penalty: 5019.044922
	Iteration 5F: 3 clusters Score -2502300 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -2503160.250000 Penalty: 5019.044922
	Iteration 6F: 3 clusters Score -2503160 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 13334 members 
Entering Unmasked Estep 
Score: -2503946.000000 Penalty: 5019.044922
	Iteration 7F: 3 clusters Score -2503946 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11507 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2504654.750000 Penalty: 5019.044922
	Iteration 8Q: 3 clusters Score -2504655 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11561 members 
Mstep: Class 2 contains 13250 members 
Entering Unmasked Estep 
Score: -2505248.000000 Penalty: 5019.044922
	Iteration 9Q: 3 clusters Score -2505248 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11638 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -2505658.500000 Penalty: 5019.044922
	Iteration 10Q: 3 clusters Score -2505658 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -2505960.000000 Penalty: 5019.044922
	Iteration 11Q: 3 clusters Score -2505960 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11916 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -2506170.250000 Penalty: 5019.044922
	Iteration 12Q: 3 clusters Score -2506170 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -2506324.750000 Penalty: 5019.044922
	Iteration 13Q: 3 clusters Score -2506325 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12273 members 
Mstep: Class 2 contains 12538 members 
Entering Unmasked Estep 
Score: -2506428.000000 Penalty: 5019.044922
	Iteration 14Q: 3 clusters Score -2506428 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12451 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2506521.000000 Penalty: 5019.044922
	Iteration 15Q: 3 clusters Score -2506521 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -2506589.000000 Penalty: 5019.044922
	Iteration 16Q: 3 clusters Score -2506589 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2506646.000000 Penalty: 5019.044922
	Iteration 17Q: 3 clusters Score -2506646 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -2506699.500000 Penalty: 5019.044922
	Iteration 18Q: 3 clusters Score -2506700 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 11792 members 
Entering Unmasked Estep 
Score: -2506715.750000 Penalty: 5019.044922
	Iteration 19Q: 3 clusters Score -2506716 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 11663 members 
Entering Unmasked Estep 
Score: -2506741.250000 Penalty: 5019.044922
	Iteration 20F: 3 clusters Score -2506741 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13290 members 
Mstep: Class 2 contains 11521 members 
Entering Unmasked Estep 
Score: -2506778.000000 Penalty: 5019.044922
	Iteration 21Q: 3 clusters Score -2506778 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -2506822.000000 Penalty: 5019.044922
	Iteration 22Q: 3 clusters Score -2506822 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2506850.500000 Penalty: 5019.044922
	Iteration 23Q: 3 clusters Score -2506850 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 11039 members 
Entering Unmasked Estep 
Score: -2506882.750000 Penalty: 5019.044922
	Iteration 24Q: 3 clusters Score -2506883 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13962 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2506930.500000 Penalty: 5019.044922
	Iteration 25Q: 3 clusters Score -2506930 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 10664 members 
Entering Unmasked Estep 
Score: -2506968.000000 Penalty: 5019.044922
	Iteration 26Q: 3 clusters Score -2506968 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -2506998.500000 Penalty: 5019.044922
	Iteration 27Q: 3 clusters Score -2506998 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14478 members 
Mstep: Class 2 contains 10333 members 
Entering Unmasked Estep 
Score: -2507026.250000 Penalty: 5019.044922
	Iteration 28Q: 3 clusters Score -2507026 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14627 members 
Mstep: Class 2 contains 10184 members 
Entering Unmasked Estep 
Score: -2507045.250000 Penalty: 5019.044922
	Iteration 29Q: 3 clusters Score -2507045 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14798 members 
Mstep: Class 2 contains 10013 members 
Entering Unmasked Estep 
Score: -2507096.000000 Penalty: 5019.044922
	Iteration 30Q: 3 clusters Score -2507096 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14978 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -2507129.250000 Penalty: 5019.044922
	Iteration 31Q: 3 clusters Score -2507129 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -2507165.000000 Penalty: 5019.044922
	Iteration 32Q: 3 clusters Score -2507165 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 9463 members 
Entering Unmasked Estep 
Score: -2507199.250000 Penalty: 5019.044922
	Iteration 33Q: 3 clusters Score -2507199 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15527 members 
Mstep: Class 2 contains 9284 members 
Entering Unmasked Estep 
Score: -2507219.750000 Penalty: 5019.044922
	Iteration 34Q: 3 clusters Score -2507220 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15686 members 
Mstep: Class 2 contains 9125 members 
Entering Unmasked Estep 
Score: -2507241.000000 Penalty: 5019.044922
	Iteration 35Q: 3 clusters Score -2507241 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -2507271.000000 Penalty: 5019.044922
	Iteration 36Q: 3 clusters Score -2507271 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 8847 members 
Entering Unmasked Estep 
Score: -2507302.500000 Penalty: 5019.044922
	Iteration 37Q: 3 clusters Score -2507302 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2507309.000000 Penalty: 5019.044922
	Iteration 38Q: 3 clusters Score -2507309 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16226 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -2507337.500000 Penalty: 5019.044922
	Iteration 39Q: 3 clusters Score -2507338 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16355 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -2507358.750000 Penalty: 5019.044922
	Iteration 40F: 3 clusters Score -2507359 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 8319 members 
Entering Unmasked Estep 
Score: -2507382.750000 Penalty: 5019.044922
	Iteration 41Q: 3 clusters Score -2507383 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -2507405.000000 Penalty: 5019.044922
	Iteration 42Q: 3 clusters Score -2507405 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -2507421.250000 Penalty: 5019.044922
	Iteration 43Q: 3 clusters Score -2507421 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -2507444.000000 Penalty: 5019.044922
	Iteration 44Q: 3 clusters Score -2507444 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -2507479.000000 Penalty: 5019.044922
	Iteration 45Q: 3 clusters Score -2507479 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -2507516.000000 Penalty: 5019.044922
	Iteration 46Q: 3 clusters Score -2507516 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 7477 members 
Entering Unmasked Estep 
Score: -2507542.750000 Penalty: 5019.044922
	Iteration 47Q: 3 clusters Score -2507543 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -2507564.500000 Penalty: 5019.044922
	Iteration 48Q: 3 clusters Score -2507564 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17637 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -2507602.750000 Penalty: 5019.044922
	Iteration 49Q: 3 clusters Score -2507603 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2507632.000000 Penalty: 5019.044922
	Iteration 50Q: 3 clusters Score -2507632 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2507660.250000 Penalty: 5019.044922
	Iteration 51Q: 3 clusters Score -2507660 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18063 members 
Mstep: Class 2 contains 6748 members 
Entering Unmasked Estep 
Score: -2507682.750000 Penalty: 5019.044922
	Iteration 52Q: 3 clusters Score -2507683 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 6612 members 
Entering Unmasked Estep 
Score: -2507705.000000 Penalty: 5019.044922
	Iteration 53Q: 3 clusters Score -2507705 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 6486 members 
Entering Unmasked Estep 
Score: -2507729.000000 Penalty: 5019.044922
	Iteration 54Q: 3 clusters Score -2507729 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2507751.750000 Penalty: 5019.044922
	Iteration 55Q: 3 clusters Score -2507752 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -2507768.000000 Penalty: 5019.044922
	Iteration 56Q: 3 clusters Score -2507768 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18653 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2507776.500000 Penalty: 5019.044922
	Iteration 57Q: 3 clusters Score -2507776 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2507788.000000 Penalty: 5019.044922
	Iteration 58Q: 3 clusters Score -2507788 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -2507800.000000 Penalty: 5019.044922
	Iteration 59Q: 3 clusters Score -2507800 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -2507830.500000 Penalty: 5019.044922
	Iteration 60F: 3 clusters Score -2507830 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19017 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -2507860.500000 Penalty: 5019.044922
	Iteration 61Q: 3 clusters Score -2507860 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -2507866.750000 Penalty: 5019.044922
	Iteration 62Q: 3 clusters Score -2507867 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2507877.000000 Penalty: 5019.044922
	Iteration 63Q: 3 clusters Score -2507877 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19286 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -2507894.750000 Penalty: 5019.044922
	Iteration 64Q: 3 clusters Score -2507895 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19386 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -2507908.500000 Penalty: 5019.044922
	Iteration 65Q: 3 clusters Score -2507908 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2507940.750000 Penalty: 5019.044922
	Iteration 66Q: 3 clusters Score -2507941 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19588 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -2507958.000000 Penalty: 5019.044922
	Iteration 67Q: 3 clusters Score -2507958 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19665 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -2507971.000000 Penalty: 5019.044922
	Iteration 68Q: 3 clusters Score -2507971 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -2507984.500000 Penalty: 5019.044922
	Iteration 69Q: 3 clusters Score -2507984 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19811 members 
Mstep: Class 2 contains 5000 members 
Entering Unmasked Estep 
Score: -2507989.500000 Penalty: 5019.044922
	Iteration 70Q: 3 clusters Score -2507990 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19870 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2507997.500000 Penalty: 5019.044922
	Iteration 71Q: 3 clusters Score -2507998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2508004.250000 Penalty: 5019.044922
	Iteration 72Q: 3 clusters Score -2508004 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19959 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -2508014.750000 Penalty: 5019.044922
	Iteration 73Q: 3 clusters Score -2508015 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 4817 members 
Entering Unmasked Estep 
Score: -2508017.250000 Penalty: 5019.044922
	Iteration 74Q: 3 clusters Score -2508017 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -2508018.500000 Penalty: 5019.044922
	Iteration 75Q: 3 clusters Score -2508018 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 4775 members 
Entering Unmasked Estep 
Score: -2508020.500000 Penalty: 5019.044922
	Iteration 76Q: 3 clusters Score -2508020 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -2508022.250000 Penalty: 5019.044922
	Iteration 77Q: 3 clusters Score -2508022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -2508026.250000 Penalty: 5019.044922
	Iteration 78Q: 3 clusters Score -2508026 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -2508032.750000 Penalty: 5019.044922
	Iteration 79Q: 3 clusters Score -2508033 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20110 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -2508033.500000 Penalty: 5019.044922
	Iteration 80F: 3 clusters Score -2508034 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20125 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -2508033.750000 Penalty: 5019.044922
	Iteration 81Q: 3 clusters Score -2508034 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20144 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -2508036.750000 Penalty: 5019.044922
	Iteration 82Q: 3 clusters Score -2508037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -2508037.000000 Penalty: 5019.044922
	Iteration 83Q: 3 clusters Score -2508037 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -2508042.000000 Penalty: 5019.044922
	Iteration 84Q: 3 clusters Score -2508042 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -2508042.500000 Penalty: 5019.044922
	Iteration 85Q: 3 clusters Score -2508042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20175 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -2508042.250000 Penalty: 5019.044922
	Iteration 86Q: 3 clusters Score -2508042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -2508043.000000 Penalty: 5019.044922
	Iteration 87Q: 3 clusters Score -2508043 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20182 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -2508046.500000 Penalty: 5019.044922
	Iteration 88Q: 3 clusters Score -2508046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2508041.500000 Penalty: 5019.044922
	Iteration 89Q: 3 clusters Score -2508042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -2508042.750000 Penalty: 5019.044922
	Iteration 90Q: 3 clusters Score -2508043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 4618 members 
Entering Unmasked Estep 
Score: -2508045.750000 Penalty: 5019.044922
	Iteration 91Q: 3 clusters Score -2508046 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20194 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -2508043.000000 Penalty: 5019.044922
	Iteration 92Q: 3 clusters Score -2508043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20196 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -2508040.250000 Penalty: 5019.044922
	Iteration 93Q: 3 clusters Score -2508040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -2508041.000000 Penalty: 5019.044922
	Iteration 94Q: 3 clusters Score -2508041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20201 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -2508041.250000 Penalty: 5019.044922
	Iteration 95Q: 3 clusters Score -2508041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20205 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -2508044.000000 Penalty: 5019.044922
	Iteration 96Q: 3 clusters Score -2508044 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20207 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -2508045.750000 Penalty: 5019.044922
	Iteration 97Q: 3 clusters Score -2508046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2508045.000000 Penalty: 5019.044922
	Iteration 98Q: 3 clusters Score -2508045 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -2508045.000000 Penalty: 5019.044922
	Iteration 99F: 3 clusters Score -2508045 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (19364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Entering Unmasked Estep 
Score: -2172224.000000 Penalty: 2448.050293
	Iteration 0F: 2 clusters Score -2172224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9621 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -2158572.500000 Penalty: 4896.100586
	Iteration 0F: 3 clusters Score -2158572 nChanged 8539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 9714 members 
Entering Unmasked Estep 
Score: -2163400.500000 Penalty: 4896.100586
	Iteration 1F: 3 clusters Score -2163400 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9753 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2163991.250000 Penalty: 4896.100586
	Iteration 2F: 3 clusters Score -2163991 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9919 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -2164537.500000 Penalty: 4896.100586
	Iteration 3F: 3 clusters Score -2164538 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10011 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -2165074.750000 Penalty: 4896.100586
	Iteration 4F: 3 clusters Score -2165075 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2165623.500000 Penalty: 4896.100586
	Iteration 5F: 3 clusters Score -2165624 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 9257 members 
Entering Unmasked Estep 
Score: -2166185.250000 Penalty: 4896.100586
	Iteration 6Q: 3 clusters Score -2166185 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2166703.750000 Penalty: 4896.100586
	Iteration 7Q: 3 clusters Score -2166704 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -2167169.000000 Penalty: 4896.100586
	Iteration 8Q: 3 clusters Score -2167169 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10143 members 
Mstep: Class 2 contains 9221 members 
Entering Unmasked Estep 
Score: -2167558.750000 Penalty: 4896.100586
	Iteration 9Q: 3 clusters Score -2167559 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10106 members 
Mstep: Class 2 contains 9258 members 
Entering Unmasked Estep 
Score: -2167864.250000 Penalty: 4896.100586
	Iteration 10Q: 3 clusters Score -2167864 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10089 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2168125.750000 Penalty: 4896.100586
	Iteration 11Q: 3 clusters Score -2168126 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10095 members 
Mstep: Class 2 contains 9269 members 
Entering Unmasked Estep 
Score: -2168324.750000 Penalty: 4896.100586
	Iteration 12Q: 3 clusters Score -2168325 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10140 members 
Mstep: Class 2 contains 9224 members 
Entering Unmasked Estep 
Score: -2168470.750000 Penalty: 4896.100586
	Iteration 13Q: 3 clusters Score -2168471 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -2168568.500000 Penalty: 4896.100586
	Iteration 14Q: 3 clusters Score -2168568 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -2168636.500000 Penalty: 4896.100586
	Iteration 15Q: 3 clusters Score -2168636 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10260 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2168683.500000 Penalty: 4896.100586
	Iteration 16Q: 3 clusters Score -2168684 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 9042 members 
Entering Unmasked Estep 
Score: -2168726.000000 Penalty: 4896.100586
	Iteration 17Q: 3 clusters Score -2168726 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -2168758.000000 Penalty: 4896.100586
	Iteration 18Q: 3 clusters Score -2168758 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 8891 members 
Entering Unmasked Estep 
Score: -2168781.000000 Penalty: 4896.100586
	Iteration 19Q: 3 clusters Score -2168781 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10532 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -2168804.500000 Penalty: 4896.100586
	Iteration 20F: 3 clusters Score -2168804 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10597 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -2168819.250000 Penalty: 4896.100586
	Iteration 21Q: 3 clusters Score -2168819 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10646 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2168835.250000 Penalty: 4896.100586
	Iteration 22Q: 3 clusters Score -2168835 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -2168840.000000 Penalty: 4896.100586
	Iteration 23Q: 3 clusters Score -2168840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 8621 members 
Entering Unmasked Estep 
Score: -2168851.250000 Penalty: 4896.100586
	Iteration 24Q: 3 clusters Score -2168851 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10794 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -2168862.750000 Penalty: 4896.100586
	Iteration 25Q: 3 clusters Score -2168863 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2168876.750000 Penalty: 4896.100586
	Iteration 26Q: 3 clusters Score -2168877 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 8434 members 
Entering Unmasked Estep 
Score: -2168882.250000 Penalty: 4896.100586
	Iteration 27Q: 3 clusters Score -2168882 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10987 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -2168901.250000 Penalty: 4896.100586
	Iteration 28Q: 3 clusters Score -2168901 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -2168911.250000 Penalty: 4896.100586
	Iteration 29Q: 3 clusters Score -2168911 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -2168921.500000 Penalty: 4896.100586
	Iteration 30Q: 3 clusters Score -2168922 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11177 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2168938.250000 Penalty: 4896.100586
	Iteration 31Q: 3 clusters Score -2168938 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2168940.750000 Penalty: 4896.100586
	Iteration 32Q: 3 clusters Score -2168941 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 8055 members 
Entering Unmasked Estep 
Score: -2168948.250000 Penalty: 4896.100586
	Iteration 33Q: 3 clusters Score -2168948 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -2168961.000000 Penalty: 4896.100586
	Iteration 34Q: 3 clusters Score -2168961 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 7894 members 
Entering Unmasked Estep 
Score: -2168979.250000 Penalty: 4896.100586
	Iteration 35Q: 3 clusters Score -2168979 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -2168998.250000 Penalty: 4896.100586
	Iteration 36Q: 3 clusters Score -2168998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11620 members 
Mstep: Class 2 contains 7744 members 
Entering Unmasked Estep 
Score: -2169005.500000 Penalty: 4896.100586
	Iteration 37Q: 3 clusters Score -2169006 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -2169032.750000 Penalty: 4896.100586
	Iteration 38Q: 3 clusters Score -2169033 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11814 members 
Mstep: Class 2 contains 7550 members 
Entering Unmasked Estep 
Score: -2169047.000000 Penalty: 4896.100586
	Iteration 39Q: 3 clusters Score -2169047 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11931 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -2169079.500000 Penalty: 4896.100586
	Iteration 40F: 3 clusters Score -2169080 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12055 members 
Mstep: Class 2 contains 7309 members 
Entering Unmasked Estep 
Score: -2169112.250000 Penalty: 4896.100586
	Iteration 41Q: 3 clusters Score -2169112 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12188 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -2169140.000000 Penalty: 4896.100586
	Iteration 42Q: 3 clusters Score -2169140 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -2169159.250000 Penalty: 4896.100586
	Iteration 43Q: 3 clusters Score -2169159 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12430 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -2169194.000000 Penalty: 4896.100586
	Iteration 44Q: 3 clusters Score -2169194 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -2169221.250000 Penalty: 4896.100586
	Iteration 45Q: 3 clusters Score -2169221 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -2169243.250000 Penalty: 4896.100586
	Iteration 46Q: 3 clusters Score -2169243 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12788 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -2169266.250000 Penalty: 4896.100586
	Iteration 47Q: 3 clusters Score -2169266 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2169283.500000 Penalty: 4896.100586
	Iteration 48Q: 3 clusters Score -2169284 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -2169318.000000 Penalty: 4896.100586
	Iteration 49Q: 3 clusters Score -2169318 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2169348.000000 Penalty: 4896.100586
	Iteration 50Q: 3 clusters Score -2169348 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13285 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -2169382.250000 Penalty: 4896.100586
	Iteration 51Q: 3 clusters Score -2169382 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -2169398.250000 Penalty: 4896.100586
	Iteration 52Q: 3 clusters Score -2169398 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -2169426.500000 Penalty: 4896.100586
	Iteration 53Q: 3 clusters Score -2169426 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -2169449.500000 Penalty: 4896.100586
	Iteration 54Q: 3 clusters Score -2169450 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -2169464.250000 Penalty: 4896.100586
	Iteration 55Q: 3 clusters Score -2169464 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13833 members 
Mstep: Class 2 contains 5531 members 
Entering Unmasked Estep 
Score: -2169481.000000 Penalty: 4896.100586
	Iteration 56Q: 3 clusters Score -2169481 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2169501.250000 Penalty: 4896.100586
	Iteration 57Q: 3 clusters Score -2169501 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14014 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -2169519.250000 Penalty: 4896.100586
	Iteration 58Q: 3 clusters Score -2169519 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -2169536.750000 Penalty: 4896.100586
	Iteration 59Q: 3 clusters Score -2169537 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14212 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -2169558.500000 Penalty: 4896.100586
	Iteration 60F: 3 clusters Score -2169558 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -2169584.250000 Penalty: 4896.100586
	Iteration 61Q: 3 clusters Score -2169584 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14424 members 
Mstep: Class 2 contains 4940 members 
Entering Unmasked Estep 
Score: -2169613.750000 Penalty: 4896.100586
	Iteration 62Q: 3 clusters Score -2169614 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -2169643.750000 Penalty: 4896.100586
	Iteration 63Q: 3 clusters Score -2169644 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Mstep: Class 2 contains 4755 members 
Entering Unmasked Estep 
Score: -2169664.250000 Penalty: 4896.100586
	Iteration 64Q: 3 clusters Score -2169664 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14706 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2169692.750000 Penalty: 4896.100586
	Iteration 65Q: 3 clusters Score -2169693 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -2169711.500000 Penalty: 4896.100586
	Iteration 66Q: 3 clusters Score -2169712 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 4488 members 
Entering Unmasked Estep 
Score: -2169724.750000 Penalty: 4896.100586
	Iteration 67Q: 3 clusters Score -2169725 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -2169739.500000 Penalty: 4896.100586
	Iteration 68Q: 3 clusters Score -2169740 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -2169754.500000 Penalty: 4896.100586
	Iteration 69Q: 3 clusters Score -2169754 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 4301 members 
Entering Unmasked Estep 
Score: -2169766.750000 Penalty: 4896.100586
	Iteration 70Q: 3 clusters Score -2169767 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15118 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -2169772.000000 Penalty: 4896.100586
	Iteration 71Q: 3 clusters Score -2169772 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -2169785.500000 Penalty: 4896.100586
	Iteration 72Q: 3 clusters Score -2169786 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -2169790.000000 Penalty: 4896.100586
	Iteration 73Q: 3 clusters Score -2169790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -2169807.250000 Penalty: 4896.100586
	Iteration 74Q: 3 clusters Score -2169807 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15323 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -2169816.250000 Penalty: 4896.100586
	Iteration 75Q: 3 clusters Score -2169816 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -2169822.000000 Penalty: 4896.100586
	Iteration 76Q: 3 clusters Score -2169822 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15426 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -2169825.000000 Penalty: 4896.100586
	Iteration 77Q: 3 clusters Score -2169825 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -2169847.500000 Penalty: 4896.100586
	Iteration 78Q: 3 clusters Score -2169848 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -2169858.750000 Penalty: 4896.100586
	Iteration 79Q: 3 clusters Score -2169859 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15602 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -2169873.250000 Penalty: 4896.100586
	Iteration 80F: 3 clusters Score -2169873 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15664 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2169887.750000 Penalty: 4896.100586
	Iteration 81Q: 3 clusters Score -2169888 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -2169905.750000 Penalty: 4896.100586
	Iteration 82Q: 3 clusters Score -2169906 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2169916.250000 Penalty: 4896.100586
	Iteration 83Q: 3 clusters Score -2169916 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -2169936.000000 Penalty: 4896.100586
	Iteration 84Q: 3 clusters Score -2169936 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -2169947.750000 Penalty: 4896.100586
	Iteration 85Q: 3 clusters Score -2169948 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -2169960.250000 Penalty: 4896.100586
	Iteration 86Q: 3 clusters Score -2169960 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -2169984.500000 Penalty: 4896.100586
	Iteration 87Q: 3 clusters Score -2169984 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16135 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2170007.750000 Penalty: 4896.100586
	Iteration 88Q: 3 clusters Score -2170008 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16200 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -2170022.250000 Penalty: 4896.100586
	Iteration 89Q: 3 clusters Score -2170022 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -2170038.750000 Penalty: 4896.100586
	Iteration 90Q: 3 clusters Score -2170039 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16324 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2170051.250000 Penalty: 4896.100586
	Iteration 91Q: 3 clusters Score -2170051 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16372 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -2170057.250000 Penalty: 4896.100586
	Iteration 92Q: 3 clusters Score -2170057 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -2170064.750000 Penalty: 4896.100586
	Iteration 93Q: 3 clusters Score -2170065 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2170074.750000 Penalty: 4896.100586
	Iteration 94Q: 3 clusters Score -2170075 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -2170084.750000 Penalty: 4896.100586
	Iteration 95Q: 3 clusters Score -2170085 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -2170097.750000 Penalty: 4896.100586
	Iteration 96Q: 3 clusters Score -2170098 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -2170104.750000 Penalty: 4896.100586
	Iteration 97Q: 3 clusters Score -2170105 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -2170112.500000 Penalty: 4896.100586
	Iteration 98Q: 3 clusters Score -2170112 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16631 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -2170117.250000 Penalty: 4896.100586
	Iteration 99Q: 3 clusters Score -2170117 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16664 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -2170126.250000 Penalty: 4896.100586
	Iteration 100F: 3 clusters Score -2170126 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 2661 members 
Entering Unmasked Estep 
Score: -2170136.250000 Penalty: 4896.100586
	Iteration 101Q: 3 clusters Score -2170136 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16734 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -2170142.000000 Penalty: 4896.100586
	Iteration 102Q: 3 clusters Score -2170142 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
Score: -2170147.000000 Penalty: 4896.100586
	Iteration 103Q: 3 clusters Score -2170147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16784 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -2170151.500000 Penalty: 4896.100586
	Iteration 104Q: 3 clusters Score -2170152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -2170151.500000 Penalty: 4896.100586
	Iteration 105Q: 3 clusters Score -2170152 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16822 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -2170158.500000 Penalty: 4896.100586
	Iteration 106Q: 3 clusters Score -2170158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2170156.000000 Penalty: 4896.100586
	Iteration 107Q: 3 clusters Score -2170156 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16836 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -2170157.750000 Penalty: 4896.100586
	Iteration 108Q: 3 clusters Score -2170158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -2170160.000000 Penalty: 4896.100586
	Iteration 109Q: 3 clusters Score -2170160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2170165.500000 Penalty: 4896.100586
	Iteration 110Q: 3 clusters Score -2170166 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -2170166.000000 Penalty: 4896.100586
	Iteration 111Q: 3 clusters Score -2170166 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16876 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -2170167.000000 Penalty: 4896.100586
	Iteration 112Q: 3 clusters Score -2170167 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -2170173.250000 Penalty: 4896.100586
	Iteration 113Q: 3 clusters Score -2170173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -2170170.750000 Penalty: 4896.100586
	Iteration 114Q: 3 clusters Score -2170171 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16900 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -2170172.250000 Penalty: 4896.100586
	Iteration 115Q: 3 clusters Score -2170172 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2170174.250000 Penalty: 4896.100586
	Iteration 116Q: 3 clusters Score -2170174 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2170174.250000 Penalty: 4896.100586
	Iteration 117Q: 3 clusters Score -2170174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -2170176.500000 Penalty: 4896.100586
	Iteration 118Q: 3 clusters Score -2170176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16926 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -2170181.750000 Penalty: 4896.100586
	Iteration 119Q: 3 clusters Score -2170182 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -2170181.000000 Penalty: 4896.100586
	Iteration 120F: 3 clusters Score -2170181 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16933 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -2170178.500000 Penalty: 4896.100586
	Iteration 121Q: 3 clusters Score -2170178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -2170179.000000 Penalty: 4896.100586
	Iteration 122Q: 3 clusters Score -2170179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -2170180.500000 Penalty: 4896.100586
	Iteration 123Q: 3 clusters Score -2170180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2170180.500000 Penalty: 4896.100586
	Iteration 124Q: 3 clusters Score -2170180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -2170180.500000 Penalty: 4896.100586
	Iteration 125F: 3 clusters Score -2170180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (164374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164374 members 
Entering Unmasked Estep 
Score: -19526900.000000 Penalty: 2978.455078
	Iteration 0F: 2 clusters Score -1.95269e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82087 members 
Mstep: Class 2 contains 82287 members 
Entering Unmasked Estep 
Score: -19417264.000000 Penalty: 5956.910156
	Iteration 0F: 3 clusters Score -1.941726e+07 nChanged 78670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81379 members 
Mstep: Class 2 contains 82995 members 
Entering Unmasked Estep 
Score: -19463450.000000 Penalty: 5956.910156
	Iteration 1F: 3 clusters Score -1.946345e+07 nChanged 4920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81025 members 
Mstep: Class 2 contains 83349 members 
Entering Unmasked Estep 
Score: -19464604.000000 Penalty: 5956.910156
	Iteration 2Q: 3 clusters Score -1.94646e+07 nChanged 5227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80538 members 
Mstep: Class 2 contains 83836 members 
Entering Unmasked Estep 
Score: -19465892.000000 Penalty: 5956.910156
	Iteration 3Q: 3 clusters Score -1.946589e+07 nChanged 5538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79992 members 
Mstep: Class 2 contains 84382 members 
Entering Unmasked Estep 
Score: -19467514.000000 Penalty: 5956.910156
	Iteration 4Q: 3 clusters Score -1.946751e+07 nChanged 6113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79259 members 
Mstep: Class 2 contains 85115 members 
Entering Unmasked Estep 
Score: -19469804.000000 Penalty: 5956.910156
	Iteration 5Q: 3 clusters Score -1.94698e+07 nChanged 7020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78293 members 
Mstep: Class 2 contains 86081 members 
Entering Unmasked Estep 
Score: -19473130.000000 Penalty: 5956.910156
	Iteration 6Q: 3 clusters Score -1.947313e+07 nChanged 8228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77113 members 
Mstep: Class 2 contains 87261 members 
Entering Unmasked Estep 
Score: -19477648.000000 Penalty: 5956.910156
	Iteration 7F: 3 clusters Score -1.947765e+07 nChanged 9378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75923 members 
Mstep: Class 2 contains 88451 members 
Entering Unmasked Estep 
Score: -19484246.000000 Penalty: 5956.910156
	Iteration 8F: 3 clusters Score -1.948425e+07 nChanged 10286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74955 members 
Mstep: Class 2 contains 89419 members 
Entering Unmasked Estep 
Score: -19491606.000000 Penalty: 5956.910156
	Iteration 9F: 3 clusters Score -1.949161e+07 nChanged 9813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74520 members 
Mstep: Class 2 contains 89854 members 
Entering Unmasked Estep 
Score: -19497592.000000 Penalty: 5956.910156
	Iteration 10F: 3 clusters Score -1.949759e+07 nChanged 7521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74293 members 
Mstep: Class 2 contains 90081 members 
Entering Unmasked Estep 
Score: -19500568.000000 Penalty: 5956.910156
	Iteration 11Q: 3 clusters Score -1.950057e+07 nChanged 4631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74134 members 
Mstep: Class 2 contains 90240 members 
Entering Unmasked Estep 
Score: -19501710.000000 Penalty: 5956.910156
	Iteration 12Q: 3 clusters Score -1.950171e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74011 members 
Mstep: Class 2 contains 90363 members 
Entering Unmasked Estep 
Score: -19502272.000000 Penalty: 5956.910156
	Iteration 13Q: 3 clusters Score -1.950227e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73924 members 
Mstep: Class 2 contains 90450 members 
Entering Unmasked Estep 
Score: -19502578.000000 Penalty: 5956.910156
	Iteration 14Q: 3 clusters Score -1.950258e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -19502870.000000 Penalty: 5956.910156
	Iteration 15Q: 3 clusters Score -1.950287e+07 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73873 members 
Mstep: Class 2 contains 90501 members 
Entering Unmasked Estep 
Score: -19503000.000000 Penalty: 5956.910156
	Iteration 16Q: 3 clusters Score -1.9503e+07 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73876 members 
Mstep: Class 2 contains 90498 members 
Entering Unmasked Estep 
Score: -19503262.000000 Penalty: 5956.910156
	Iteration 17Q: 3 clusters Score -1.950326e+07 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73903 members 
Mstep: Class 2 contains 90471 members 
Entering Unmasked Estep 
Score: -19503492.000000 Penalty: 5956.910156
	Iteration 18Q: 3 clusters Score -1.950349e+07 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73902 members 
Mstep: Class 2 contains 90472 members 
Entering Unmasked Estep 
Score: -19503602.000000 Penalty: 5956.910156
	Iteration 19Q: 3 clusters Score -1.95036e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73929 members 
Mstep: Class 2 contains 90445 members 
Entering Unmasked Estep 
Score: -19503846.000000 Penalty: 5956.910156
	Iteration 20F: 3 clusters Score -1.950385e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73897 members 
Mstep: Class 2 contains 90477 members 
Entering Unmasked Estep 
Score: -19504044.000000 Penalty: 5956.910156
	Iteration 21Q: 3 clusters Score -1.950404e+07 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73823 members 
Mstep: Class 2 contains 90551 members 
Entering Unmasked Estep 
Score: -19504206.000000 Penalty: 5956.910156
	Iteration 22Q: 3 clusters Score -1.950421e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73734 members 
Mstep: Class 2 contains 90640 members 
Entering Unmasked Estep 
Score: -19504396.000000 Penalty: 5956.910156
	Iteration 23Q: 3 clusters Score -1.95044e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73606 members 
Mstep: Class 2 contains 90768 members 
Entering Unmasked Estep 
Score: -19504502.000000 Penalty: 5956.910156
	Iteration 24Q: 3 clusters Score -1.95045e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73455 members 
Mstep: Class 2 contains 90919 members 
Entering Unmasked Estep 
Score: -19504694.000000 Penalty: 5956.910156
	Iteration 25Q: 3 clusters Score -1.950469e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73266 members 
Mstep: Class 2 contains 91108 members 
Entering Unmasked Estep 
Score: -19504806.000000 Penalty: 5956.910156
	Iteration 26Q: 3 clusters Score -1.950481e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73058 members 
Mstep: Class 2 contains 91316 members 
Entering Unmasked Estep 
Score: -19504934.000000 Penalty: 5956.910156
	Iteration 27Q: 3 clusters Score -1.950493e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72833 members 
Mstep: Class 2 contains 91541 members 
Entering Unmasked Estep 
Score: -19504946.000000 Penalty: 5956.910156
	Iteration 28Q: 3 clusters Score -1.950495e+07 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72585 members 
Mstep: Class 2 contains 91789 members 
Entering Unmasked Estep 
Score: -19505062.000000 Penalty: 5956.910156
	Iteration 29Q: 3 clusters Score -1.950506e+07 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72361 members 
Mstep: Class 2 contains 92013 members 
Entering Unmasked Estep 
Score: -19505102.000000 Penalty: 5956.910156
	Iteration 30Q: 3 clusters Score -1.95051e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72132 members 
Mstep: Class 2 contains 92242 members 
Entering Unmasked Estep 
Score: -19505204.000000 Penalty: 5956.910156
	Iteration 31Q: 3 clusters Score -1.95052e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71894 members 
Mstep: Class 2 contains 92480 members 
Entering Unmasked Estep 
Score: -19505260.000000 Penalty: 5956.910156
	Iteration 32Q: 3 clusters Score -1.950526e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71613 members 
Mstep: Class 2 contains 92761 members 
Entering Unmasked Estep 
Score: -19505356.000000 Penalty: 5956.910156
	Iteration 33Q: 3 clusters Score -1.950536e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71333 members 
Mstep: Class 2 contains 93041 members 
Entering Unmasked Estep 
Score: -19505396.000000 Penalty: 5956.910156
	Iteration 34Q: 3 clusters Score -1.95054e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71022 members 
Mstep: Class 2 contains 93352 members 
Entering Unmasked Estep 
Score: -19505492.000000 Penalty: 5956.910156
	Iteration 35Q: 3 clusters Score -1.950549e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70678 members 
Mstep: Class 2 contains 93696 members 
Entering Unmasked Estep 
Score: -19505564.000000 Penalty: 5956.910156
	Iteration 36Q: 3 clusters Score -1.950556e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70343 members 
Mstep: Class 2 contains 94031 members 
Entering Unmasked Estep 
Score: -19505580.000000 Penalty: 5956.910156
	Iteration 37Q: 3 clusters Score -1.950558e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70013 members 
Mstep: Class 2 contains 94361 members 
Entering Unmasked Estep 
Score: -19505662.000000 Penalty: 5956.910156
	Iteration 38Q: 3 clusters Score -1.950566e+07 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69638 members 
Mstep: Class 2 contains 94736 members 
Entering Unmasked Estep 
Score: -19505768.000000 Penalty: 5956.910156
	Iteration 39Q: 3 clusters Score -1.950577e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69250 members 
Mstep: Class 2 contains 95124 members 
Entering Unmasked Estep 
Score: -19505882.000000 Penalty: 5956.910156
	Iteration 40F: 3 clusters Score -1.950588e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68818 members 
Mstep: Class 2 contains 95556 members 
Entering Unmasked Estep 
Score: -19505972.000000 Penalty: 5956.910156
	Iteration 41Q: 3 clusters Score -1.950597e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 96020 members 
Entering Unmasked Estep 
Score: -19505974.000000 Penalty: 5956.910156
	Iteration 42Q: 3 clusters Score -1.950597e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67836 members 
Mstep: Class 2 contains 96538 members 
Entering Unmasked Estep 
Score: -19506034.000000 Penalty: 5956.910156
	Iteration 43Q: 3 clusters Score -1.950603e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67258 members 
Mstep: Class 2 contains 97116 members 
Entering Unmasked Estep 
Score: -19506144.000000 Penalty: 5956.910156
	Iteration 44Q: 3 clusters Score -1.950614e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 97731 members 
Entering Unmasked Estep 
Score: -19506348.000000 Penalty: 5956.910156
	Iteration 45Q: 3 clusters Score -1.950635e+07 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65995 members 
Mstep: Class 2 contains 98379 members 
Entering Unmasked Estep 
Score: -19506520.000000 Penalty: 5956.910156
	Iteration 46Q: 3 clusters Score -1.950652e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65292 members 
Mstep: Class 2 contains 99082 members 
Entering Unmasked Estep 
Score: -19506592.000000 Penalty: 5956.910156
	Iteration 47Q: 3 clusters Score -1.950659e+07 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 99853 members 
Entering Unmasked Estep 
Score: -19506788.000000 Penalty: 5956.910156
	Iteration 48Q: 3 clusters Score -1.950679e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63767 members 
Mstep: Class 2 contains 100607 members 
Entering Unmasked Estep 
Score: -19506994.000000 Penalty: 5956.910156
	Iteration 49Q: 3 clusters Score -1.950699e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63007 members 
Mstep: Class 2 contains 101367 members 
Entering Unmasked Estep 
Score: -19507024.000000 Penalty: 5956.910156
	Iteration 50Q: 3 clusters Score -1.950702e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62258 members 
Mstep: Class 2 contains 102116 members 
Entering Unmasked Estep 
Score: -19507072.000000 Penalty: 5956.910156
	Iteration 51Q: 3 clusters Score -1.950707e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61520 members 
Mstep: Class 2 contains 102854 members 
Entering Unmasked Estep 
Score: -19507164.000000 Penalty: 5956.910156
	Iteration 52Q: 3 clusters Score -1.950716e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60757 members 
Mstep: Class 2 contains 103617 members 
Entering Unmasked Estep 
Score: -19507268.000000 Penalty: 5956.910156
	Iteration 53Q: 3 clusters Score -1.950727e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 104423 members 
Entering Unmasked Estep 
Score: -19507392.000000 Penalty: 5956.910156
	Iteration 54Q: 3 clusters Score -1.950739e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59070 members 
Mstep: Class 2 contains 105304 members 
Entering Unmasked Estep 
Score: -19507492.000000 Penalty: 5956.910156
	Iteration 55Q: 3 clusters Score -1.950749e+07 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58173 members 
Mstep: Class 2 contains 106201 members 
Entering Unmasked Estep 
Score: -19507544.000000 Penalty: 5956.910156
	Iteration 56Q: 3 clusters Score -1.950754e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57250 members 
Mstep: Class 2 contains 107124 members 
Entering Unmasked Estep 
Score: -19507622.000000 Penalty: 5956.910156
	Iteration 57Q: 3 clusters Score -1.950762e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56297 members 
Mstep: Class 2 contains 108077 members 
Entering Unmasked Estep 
Score: -19507764.000000 Penalty: 5956.910156
	Iteration 58Q: 3 clusters Score -1.950776e+07 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 109116 members 
Entering Unmasked Estep 
Score: -19507902.000000 Penalty: 5956.910156
	Iteration 59Q: 3 clusters Score -1.95079e+07 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 110165 members 
Entering Unmasked Estep 
Score: -19508040.000000 Penalty: 5956.910156
	Iteration 60F: 3 clusters Score -1.950804e+07 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53106 members 
Mstep: Class 2 contains 111268 members 
Entering Unmasked Estep 
Score: -19508136.000000 Penalty: 5956.910156
	Iteration 61Q: 3 clusters Score -1.950814e+07 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52005 members 
Mstep: Class 2 contains 112369 members 
Entering Unmasked Estep 
Score: -19508298.000000 Penalty: 5956.910156
	Iteration 62Q: 3 clusters Score -1.95083e+07 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50839 members 
Mstep: Class 2 contains 113535 members 
Entering Unmasked Estep 
Score: -19508530.000000 Penalty: 5956.910156
	Iteration 63Q: 3 clusters Score -1.950853e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49631 members 
Mstep: Class 2 contains 114743 members 
Entering Unmasked Estep 
Score: -19508616.000000 Penalty: 5956.910156
	Iteration 64Q: 3 clusters Score -1.950862e+07 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 116009 members 
Entering Unmasked Estep 
Score: -19508742.000000 Penalty: 5956.910156
	Iteration 65Q: 3 clusters Score -1.950874e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47070 members 
Mstep: Class 2 contains 117304 members 
Entering Unmasked Estep 
Score: -19508996.000000 Penalty: 5956.910156
	Iteration 66Q: 3 clusters Score -1.9509e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 118650 members 
Entering Unmasked Estep 
Score: -19509202.000000 Penalty: 5956.910156
	Iteration 67Q: 3 clusters Score -1.95092e+07 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44317 members 
Mstep: Class 2 contains 120057 members 
Entering Unmasked Estep 
Score: -19509502.000000 Penalty: 5956.910156
	Iteration 68Q: 3 clusters Score -1.95095e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42751 members 
Mstep: Class 2 contains 121623 members 
Entering Unmasked Estep 
Score: -19509774.000000 Penalty: 5956.910156
	Iteration 69Q: 3 clusters Score -1.950977e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41090 members 
Mstep: Class 2 contains 123284 members 
Entering Unmasked Estep 
Score: -19510208.000000 Penalty: 5956.910156
	Iteration 70Q: 3 clusters Score -1.951021e+07 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39384 members 
Mstep: Class 2 contains 124990 members 
Entering Unmasked Estep 
Score: -19510416.000000 Penalty: 5956.910156
	Iteration 71Q: 3 clusters Score -1.951042e+07 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 126835 members 
Entering Unmasked Estep 
Score: -19511064.000000 Penalty: 5956.910156
	Iteration 72Q: 3 clusters Score -1.951106e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35605 members 
Mstep: Class 2 contains 128769 members 
Entering Unmasked Estep 
Score: -19511532.000000 Penalty: 5956.910156
	Iteration 73Q: 3 clusters Score -1.951153e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33535 members 
Mstep: Class 2 contains 130839 members 
Entering Unmasked Estep 
Score: -19512002.000000 Penalty: 5956.910156
	Iteration 74Q: 3 clusters Score -1.9512e+07 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31386 members 
Mstep: Class 2 contains 132988 members 
Entering Unmasked Estep 
Score: -19512588.000000 Penalty: 5956.910156
	Iteration 75Q: 3 clusters Score -1.951259e+07 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 135311 members 
Entering Unmasked Estep 
Score: -19513282.000000 Penalty: 5956.910156
	Iteration 76Q: 3 clusters Score -1.951328e+07 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26735 members 
Mstep: Class 2 contains 137639 members 
Entering Unmasked Estep 
Score: -19514164.000000 Penalty: 5956.910156
	Iteration 77Q: 3 clusters Score -1.951416e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 140022 members 
Entering Unmasked Estep 
Score: -19514962.000000 Penalty: 5956.910156
	Iteration 78Q: 3 clusters Score -1.951496e+07 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 142459 members 
Entering Unmasked Estep 
Score: -19515970.000000 Penalty: 5956.910156
	Iteration 79Q: 3 clusters Score -1.951597e+07 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 144925 members 
Entering Unmasked Estep 
Score: -19517000.000000 Penalty: 5956.910156
	Iteration 80F: 3 clusters Score -1.9517e+07 nChanged 2415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 147340 members 
Entering Unmasked Estep 
Score: -19517944.000000 Penalty: 5956.910156
	Iteration 81Q: 3 clusters Score -1.951794e+07 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14732 members 
Mstep: Class 2 contains 149642 members 
Entering Unmasked Estep 
Score: -19518972.000000 Penalty: 5956.910156
	Iteration 82Q: 3 clusters Score -1.951897e+07 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12589 members 
Mstep: Class 2 contains 151785 members 
Entering Unmasked Estep 
Score: -19519948.000000 Penalty: 5956.910156
	Iteration 83Q: 3 clusters Score -1.951995e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 153789 members 
Entering Unmasked Estep 
Score: -19520842.000000 Penalty: 5956.910156
	Iteration 84Q: 3 clusters Score -1.952084e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 155538 members 
Entering Unmasked Estep 
Score: -19521484.000000 Penalty: 5956.910156
	Iteration 85Q: 3 clusters Score -1.952148e+07 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 157046 members 
Entering Unmasked Estep 
Score: -19522090.000000 Penalty: 5956.910156
	Iteration 86Q: 3 clusters Score -1.952209e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6089 members 
Mstep: Class 2 contains 158285 members 
Entering Unmasked Estep 
Score: -19522562.000000 Penalty: 5956.910156
	Iteration 87Q: 3 clusters Score -1.952256e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5111 members 
Mstep: Class 2 contains 159263 members 
Entering Unmasked Estep 
Score: -19522914.000000 Penalty: 5956.910156
	Iteration 88Q: 3 clusters Score -1.952291e+07 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 160018 members 
Entering Unmasked Estep 
Score: -19523242.000000 Penalty: 5956.910156
	Iteration 89Q: 3 clusters Score -1.952324e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 160616 members 
Entering Unmasked Estep 
Score: -19523406.000000 Penalty: 5956.910156
	Iteration 90Q: 3 clusters Score -1.952341e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 161106 members 
Entering Unmasked Estep 
Score: -19523594.000000 Penalty: 5956.910156
	Iteration 91Q: 3 clusters Score -1.952359e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 161496 members 
Entering Unmasked Estep 
Score: -19523762.000000 Penalty: 5956.910156
	Iteration 92Q: 3 clusters Score -1.952376e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 161821 members 
Entering Unmasked Estep 
Score: -19523922.000000 Penalty: 5956.910156
	Iteration 93Q: 3 clusters Score -1.952392e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 162083 members 
Entering Unmasked Estep 
Score: -19523992.000000 Penalty: 5956.910156
	Iteration 94Q: 3 clusters Score -1.952399e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 162292 members 
Entering Unmasked Estep 
Score: -19524072.000000 Penalty: 5956.910156
	Iteration 95Q: 3 clusters Score -1.952407e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 162465 members 
Entering Unmasked Estep 
Score: -19524158.000000 Penalty: 5956.910156
	Iteration 96Q: 3 clusters Score -1.952416e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 162599 members 
Entering Unmasked Estep 
Score: -19524236.000000 Penalty: 5956.910156
	Iteration 97Q: 3 clusters Score -1.952424e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 162699 members 
Entering Unmasked Estep 
Score: -19524252.000000 Penalty: 5956.910156
	Iteration 98Q: 3 clusters Score -1.952425e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 162784 members 
Entering Unmasked Estep 
Score: -19524296.000000 Penalty: 5956.910156
	Iteration 99Q: 3 clusters Score -1.95243e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 162858 members 
Entering Unmasked Estep 
Score: -19524312.000000 Penalty: 5956.910156
	Iteration 100F: 3 clusters Score -1.952431e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 162925 members 
Entering Unmasked Estep 
Score: -19524318.000000 Penalty: 5956.910156
	Iteration 101Q: 3 clusters Score -1.952432e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 162985 members 
Entering Unmasked Estep 
Score: -19524340.000000 Penalty: 5956.910156
	Iteration 102Q: 3 clusters Score -1.952434e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 163055 members 
Entering Unmasked Estep 
Score: -19524372.000000 Penalty: 5956.910156
	Iteration 103Q: 3 clusters Score -1.952437e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 163103 members 
Entering Unmasked Estep 
Score: -19524362.000000 Penalty: 5956.910156
	Iteration 104Q: 3 clusters Score -1.952436e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 163138 members 
Entering Unmasked Estep 
Score: -19524384.000000 Penalty: 5956.910156
	Iteration 105Q: 3 clusters Score -1.952438e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 163159 members 
Entering Unmasked Estep 
Score: -19524402.000000 Penalty: 5956.910156
	Iteration 106Q: 3 clusters Score -1.95244e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 163182 members 
Entering Unmasked Estep 
Score: -19524406.000000 Penalty: 5956.910156
	Iteration 107Q: 3 clusters Score -1.952441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 163193 members 
Entering Unmasked Estep 
Score: -19524380.000000 Penalty: 5956.910156
	Iteration 108Q: 3 clusters Score -1.952438e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 163210 members 
Entering Unmasked Estep 
Score: -19524392.000000 Penalty: 5956.910156
	Iteration 109Q: 3 clusters Score -1.952439e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 163222 members 
Entering Unmasked Estep 
Score: -19524392.000000 Penalty: 5956.910156
	Iteration 110Q: 3 clusters Score -1.952439e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 163237 members 
Entering Unmasked Estep 
Score: -19524398.000000 Penalty: 5956.910156
	Iteration 111Q: 3 clusters Score -1.95244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 163245 members 
Entering Unmasked Estep 
Score: -19524394.000000 Penalty: 5956.910156
	Iteration 112Q: 3 clusters Score -1.952439e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 163258 members 
Entering Unmasked Estep 
Score: -19524384.000000 Penalty: 5956.910156
	Iteration 113Q: 3 clusters Score -1.952438e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 163268 members 
Entering Unmasked Estep 
Score: -19524412.000000 Penalty: 5956.910156
	Iteration 114Q: 3 clusters Score -1.952441e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 163281 members 
Entering Unmasked Estep 
Score: -19524404.000000 Penalty: 5956.910156
	Iteration 115Q: 3 clusters Score -1.95244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 163290 members 
Entering Unmasked Estep 
Score: -19524410.000000 Penalty: 5956.910156
	Iteration 116Q: 3 clusters Score -1.952441e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 163296 members 
Entering Unmasked Estep 
Score: -19524414.000000 Penalty: 5956.910156
	Iteration 117Q: 3 clusters Score -1.952441e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 163303 members 
Entering Unmasked Estep 
Score: -19524414.000000 Penalty: 5956.910156
	Iteration 118Q: 3 clusters Score -1.952441e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 163305 members 
Entering Unmasked Estep 
Score: -19524422.000000 Penalty: 5956.910156
	Iteration 119Q: 3 clusters Score -1.952442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 163306 members 
Entering Unmasked Estep 
Score: -19524418.000000 Penalty: 5956.910156
	Iteration 120F: 3 clusters Score -1.952442e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (301199 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301199 members 
Entering Unmasked Estep 
Score: -35403192.000000 Penalty: 3128.650391
	Iteration 0F: 2 clusters Score -3.540319e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150723 members 
Mstep: Class 2 contains 150476 members 
Entering Unmasked Estep 
Score: -35207040.000000 Penalty: 6257.300781
	Iteration 0F: 3 clusters Score -3.520704e+07 nChanged 145903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155480 members 
Mstep: Class 2 contains 145719 members 
Entering Unmasked Estep 
Score: -35294836.000000 Penalty: 6257.300781
	Iteration 1F: 3 clusters Score -3.529484e+07 nChanged 8935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158999 members 
Mstep: Class 2 contains 142200 members 
Entering Unmasked Estep 
Score: -35296540.000000 Penalty: 6257.300781
	Iteration 2Q: 3 clusters Score -3.529654e+07 nChanged 9949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164300 members 
Mstep: Class 2 contains 136899 members 
Entering Unmasked Estep 
Score: -35299220.000000 Penalty: 6257.300781
	Iteration 3Q: 3 clusters Score -3.529922e+07 nChanged 11661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172131 members 
Mstep: Class 2 contains 129068 members 
Entering Unmasked Estep 
Score: -35303368.000000 Penalty: 6257.300781
	Iteration 4Q: 3 clusters Score -3.530337e+07 nChanged 14597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183506 members 
Mstep: Class 2 contains 117693 members 
Entering Unmasked Estep 
Score: -35309952.000000 Penalty: 6257.300781
	Iteration 5Q: 3 clusters Score -3.530995e+07 nChanged 17618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198902 members 
Mstep: Class 2 contains 102297 members 
Entering Unmasked Estep 
Score: -35320128.000000 Penalty: 6257.300781
	Iteration 6F: 3 clusters Score -3.532013e+07 nChanged 20916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218392 members 
Mstep: Class 2 contains 82807 members 
Entering Unmasked Estep 
Score: -35335072.000000 Penalty: 6257.300781
	Iteration 7F: 3 clusters Score -3.533507e+07 nChanged 22048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239586 members 
Mstep: Class 2 contains 61613 members 
Entering Unmasked Estep 
Score: -35352536.000000 Penalty: 6257.300781
	Iteration 8F: 3 clusters Score -3.535254e+07 nChanged 19689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258869 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -35369584.000000 Penalty: 6257.300781
	Iteration 9F: 3 clusters Score -3.536958e+07 nChanged 15020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273755 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -35382840.000000 Penalty: 6257.300781
	Iteration 10Q: 3 clusters Score -3.538284e+07 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284271 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
Score: -35391420.000000 Penalty: 6257.300781
	Iteration 11Q: 3 clusters Score -3.539142e+07 nChanged 7064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291331 members 
Mstep: Class 2 contains 9868 members 
Entering Unmasked Estep 
Score: -35397040.000000 Penalty: 6257.300781
	Iteration 12Q: 3 clusters Score -3.539704e+07 nChanged 4677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296004 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -35399788.000000 Penalty: 6257.300781
	Iteration 13Q: 3 clusters Score -3.539979e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298728 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -35400624.000000 Penalty: 6257.300781
	Iteration 14Q: 3 clusters Score -3.540062e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299992 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -35400668.000000 Penalty: 6257.300781
	Iteration 15Q: 3 clusters Score -3.540067e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300505 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -35400592.000000 Penalty: 6257.300781
	Iteration 16Q: 3 clusters Score -3.540059e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300696 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -35400596.000000 Penalty: 6257.300781
	Iteration 17Q: 3 clusters Score -3.54006e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300766 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -35400592.000000 Penalty: 6257.300781
	Iteration 18Q: 3 clusters Score -3.540059e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300805 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -35400612.000000 Penalty: 6257.300781
	Iteration 19Q: 3 clusters Score -3.540061e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300832 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -35400632.000000 Penalty: 6257.300781
	Iteration 20F: 3 clusters Score -3.540063e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300850 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -35400624.000000 Penalty: 6257.300781
	Iteration 21Q: 3 clusters Score -3.540062e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300858 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -35400648.000000 Penalty: 6257.300781
	Iteration 22Q: 3 clusters Score -3.540065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300863 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -35400648.000000 Penalty: 6257.300781
	Iteration 23Q: 3 clusters Score -3.540065e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300866 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -35400664.000000 Penalty: 6257.300781
	Iteration 24Q: 3 clusters Score -3.540066e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300871 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -35400664.000000 Penalty: 6257.300781
	Iteration 25Q: 3 clusters Score -3.540066e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300877 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -35400680.000000 Penalty: 6257.300781
	Iteration 26Q: 3 clusters Score -3.540068e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300880 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -35400668.000000 Penalty: 6257.300781
	Iteration 27Q: 3 clusters Score -3.540067e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300881 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -35400684.000000 Penalty: 6257.300781
	Iteration 28Q: 3 clusters Score -3.540068e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300885 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -35400684.000000 Penalty: 6257.300781
	Iteration 29Q: 3 clusters Score -3.540068e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300887 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -35400672.000000 Penalty: 6257.300781
	Iteration 30Q: 3 clusters Score -3.540067e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300888 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -35400700.000000 Penalty: 6257.300781
	Iteration 31Q: 3 clusters Score -3.54007e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300889 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35400688.000000 Penalty: 6257.300781
	Iteration 32Q: 3 clusters Score -3.540069e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300889 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -35400688.000000 Penalty: 6257.300781
	Iteration 33F: 3 clusters Score -3.540069e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (11988 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Entering Unmasked Estep 
Score: -1340359.375000 Penalty: 2329.132080
	Iteration 0F: 2 clusters Score -1340359 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 6048 members 
Entering Unmasked Estep 
Score: -1331387.250000 Penalty: 4658.264160
	Iteration 0F: 3 clusters Score -1331387 nChanged 5094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 6238 members 
Entering Unmasked Estep 
Score: -1334261.625000 Penalty: 4658.264160
	Iteration 1F: 3 clusters Score -1334262 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1334728.125000 Penalty: 4658.264160
	Iteration 2F: 3 clusters Score -1334728 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -1335133.500000 Penalty: 4658.264160
	Iteration 3F: 3 clusters Score -1335134 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -1335571.750000 Penalty: 4658.264160
	Iteration 4F: 3 clusters Score -1335572 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 7498 members 
Entering Unmasked Estep 
Score: -1336072.000000 Penalty: 4658.264160
	Iteration 5F: 3 clusters Score -1336072 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -1336558.125000 Penalty: 4658.264160
	Iteration 6F: 3 clusters Score -1336558 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -1336968.875000 Penalty: 4658.264160
	Iteration 7F: 3 clusters Score -1336969 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -1337319.000000 Penalty: 4658.264160
	Iteration 8Q: 3 clusters Score -1337319 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 9084 members 
Entering Unmasked Estep 
Score: -1337588.750000 Penalty: 4658.264160
	Iteration 9Q: 3 clusters Score -1337589 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -1337809.250000 Penalty: 4658.264160
	Iteration 10Q: 3 clusters Score -1337809 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 9628 members 
Entering Unmasked Estep 
Score: -1337994.625000 Penalty: 4658.264160
	Iteration 11Q: 3 clusters Score -1337995 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -1338140.500000 Penalty: 4658.264160
	Iteration 12Q: 3 clusters Score -1338140 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -1338277.000000 Penalty: 4658.264160
	Iteration 13Q: 3 clusters Score -1338277 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 10123 members 
Entering Unmasked Estep 
Score: -1338380.125000 Penalty: 4658.264160
	Iteration 14Q: 3 clusters Score -1338380 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1338455.750000 Penalty: 4658.264160
	Iteration 15Q: 3 clusters Score -1338456 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 10293 members 
Entering Unmasked Estep 
Score: -1338507.875000 Penalty: 4658.264160
	Iteration 16Q: 3 clusters Score -1338508 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 10339 members 
Entering Unmasked Estep 
Score: -1338537.000000 Penalty: 4658.264160
	Iteration 17Q: 3 clusters Score -1338537 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1338556.375000 Penalty: 4658.264160
	Iteration 18Q: 3 clusters Score -1338556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 10401 members 
Entering Unmasked Estep 
Score: -1338573.875000 Penalty: 4658.264160
	Iteration 19Q: 3 clusters Score -1338574 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 10423 members 
Entering Unmasked Estep 
Score: -1338589.500000 Penalty: 4658.264160
	Iteration 20F: 3 clusters Score -1338590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -1338593.375000 Penalty: 4658.264160
	Iteration 21Q: 3 clusters Score -1338593 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 10452 members 
Entering Unmasked Estep 
Score: -1338602.250000 Penalty: 4658.264160
	Iteration 22Q: 3 clusters Score -1338602 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -1338600.000000 Penalty: 4658.264160
	Iteration 23Q: 3 clusters Score -1338600 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -1338604.375000 Penalty: 4658.264160
	Iteration 24Q: 3 clusters Score -1338604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -1338605.250000 Penalty: 4658.264160
	Iteration 25Q: 3 clusters Score -1338605 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
Score: -1338612.750000 Penalty: 4658.264160
	Iteration 26Q: 3 clusters Score -1338613 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -1338611.750000 Penalty: 4658.264160
	Iteration 27Q: 3 clusters Score -1338612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -1338615.500000 Penalty: 4658.264160
	Iteration 28Q: 3 clusters Score -1338616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -1338615.375000 Penalty: 4658.264160
	Iteration 29Q: 3 clusters Score -1338615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 10497 members 
Entering Unmasked Estep 
Score: -1338614.875000 Penalty: 4658.264160
	Iteration 30Q: 3 clusters Score -1338615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -1338617.125000 Penalty: 4658.264160
	Iteration 31Q: 3 clusters Score -1338617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 10506 members 
Entering Unmasked Estep 
Score: -1338621.875000 Penalty: 4658.264160
	Iteration 32Q: 3 clusters Score -1338622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 10508 members 
Entering Unmasked Estep 
Score: -1338620.000000 Penalty: 4658.264160
	Iteration 33Q: 3 clusters Score -1338620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -1338623.750000 Penalty: 4658.264160
	Iteration 34Q: 3 clusters Score -1338624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1338623.875000 Penalty: 4658.264160
	Iteration 35Q: 3 clusters Score -1338624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 10511 members 
Entering Unmasked Estep 
Score: -1338623.875000 Penalty: 4658.264160
	Iteration 36F: 3 clusters Score -1338624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53982 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53982 members 
Entering Unmasked Estep 
Score: -6436202.000000 Penalty: 2702.308838
	Iteration 0F: 2 clusters Score -6436202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 27049 members 
Entering Unmasked Estep 
Score: -6400045.000000 Penalty: 5404.617676
	Iteration 0F: 3 clusters Score -6400045 nChanged 24938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -6413888.000000 Penalty: 5404.617676
	Iteration 1F: 3 clusters Score -6413888 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25675 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -6414586.000000 Penalty: 5404.617676
	Iteration 2Q: 3 clusters Score -6414586 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 28938 members 
Entering Unmasked Estep 
Score: -6415244.000000 Penalty: 5404.617676
	Iteration 3Q: 3 clusters Score -6415244 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24095 members 
Mstep: Class 2 contains 29887 members 
Entering Unmasked Estep 
Score: -6415928.500000 Penalty: 5404.617676
	Iteration 4Q: 3 clusters Score -6415928 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 31169 members 
Entering Unmasked Estep 
Score: -6416704.500000 Penalty: 5404.617676
	Iteration 5Q: 3 clusters Score -6416704 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21018 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -6417674.000000 Penalty: 5404.617676
	Iteration 6Q: 3 clusters Score -6417674 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18682 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -6418998.000000 Penalty: 5404.617676
	Iteration 7Q: 3 clusters Score -6418998 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15636 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -6421001.000000 Penalty: 5404.617676
	Iteration 8F: 3 clusters Score -6421001 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 41819 members 
Entering Unmasked Estep 
Score: -6423657.500000 Penalty: 5404.617676
	Iteration 9F: 3 clusters Score -6423658 nChanged 3597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8582 members 
Mstep: Class 2 contains 45400 members 
Entering Unmasked Estep 
Score: -6426817.500000 Penalty: 5404.617676
	Iteration 10F: 3 clusters Score -6426818 nChanged 3043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 48437 members 
Entering Unmasked Estep 
Score: -6429656.500000 Penalty: 5404.617676
	Iteration 11F: 3 clusters Score -6429656 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 50436 members 
Entering Unmasked Estep 
Score: -6431490.500000 Penalty: 5404.617676
	Iteration 12Q: 3 clusters Score -6431490 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -6432551.500000 Penalty: 5404.617676
	Iteration 13Q: 3 clusters Score -6432552 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 52237 members 
Entering Unmasked Estep 
Score: -6433085.500000 Penalty: 5404.617676
	Iteration 14Q: 3 clusters Score -6433086 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 52568 members 
Entering Unmasked Estep 
Score: -6433405.000000 Penalty: 5404.617676
	Iteration 15Q: 3 clusters Score -6433405 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -6433560.000000 Penalty: 5404.617676
	Iteration 16Q: 3 clusters Score -6433560 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 52907 members 
Entering Unmasked Estep 
Score: -6433660.000000 Penalty: 5404.617676
	Iteration 17Q: 3 clusters Score -6433660 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 52993 members 
Entering Unmasked Estep 
Score: -6433707.000000 Penalty: 5404.617676
	Iteration 18Q: 3 clusters Score -6433707 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 53057 members 
Entering Unmasked Estep 
Score: -6433768.500000 Penalty: 5404.617676
	Iteration 19Q: 3 clusters Score -6433768 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 53099 members 
Entering Unmasked Estep 
Score: -6433798.000000 Penalty: 5404.617676
	Iteration 20F: 3 clusters Score -6433798 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -6433830.500000 Penalty: 5404.617676
	Iteration 21Q: 3 clusters Score -6433830 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 53155 members 
Entering Unmasked Estep 
Score: -6433840.500000 Penalty: 5404.617676
	Iteration 22Q: 3 clusters Score -6433840 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -6433849.500000 Penalty: 5404.617676
	Iteration 23Q: 3 clusters Score -6433850 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 53200 members 
Entering Unmasked Estep 
Score: -6433858.000000 Penalty: 5404.617676
	Iteration 24Q: 3 clusters Score -6433858 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 53212 members 
Entering Unmasked Estep 
Score: -6433860.000000 Penalty: 5404.617676
	Iteration 25Q: 3 clusters Score -6433860 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 53222 members 
Entering Unmasked Estep 
Score: -6433857.000000 Penalty: 5404.617676
	Iteration 26Q: 3 clusters Score -6433857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 53232 members 
Entering Unmasked Estep 
Score: -6433870.500000 Penalty: 5404.617676
	Iteration 27Q: 3 clusters Score -6433870 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 53239 members 
Entering Unmasked Estep 
Score: -6433860.500000 Penalty: 5404.617676
	Iteration 28Q: 3 clusters Score -6433860 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 53248 members 
Entering Unmasked Estep 
Score: -6433872.500000 Penalty: 5404.617676
	Iteration 29Q: 3 clusters Score -6433872 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 53254 members 
Entering Unmasked Estep 
Score: -6433877.000000 Penalty: 5404.617676
	Iteration 30Q: 3 clusters Score -6433877 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 53263 members 
Entering Unmasked Estep 
Score: -6433880.500000 Penalty: 5404.617676
	Iteration 31Q: 3 clusters Score -6433880 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 53270 members 
Entering Unmasked Estep 
Score: -6433889.500000 Penalty: 5404.617676
	Iteration 32Q: 3 clusters Score -6433890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 53272 members 
Entering Unmasked Estep 
Score: -6433886.000000 Penalty: 5404.617676
	Iteration 33Q: 3 clusters Score -6433886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 53275 members 
Entering Unmasked Estep 
Score: -6433888.000000 Penalty: 5404.617676
	Iteration 34Q: 3 clusters Score -6433888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 53277 members 
Entering Unmasked Estep 
Score: -6433889.000000 Penalty: 5404.617676
	Iteration 35Q: 3 clusters Score -6433889 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 53280 members 
Entering Unmasked Estep 
Score: -6433895.000000 Penalty: 5404.617676
	Iteration 36Q: 3 clusters Score -6433895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 53283 members 
Entering Unmasked Estep 
Score: -6433900.500000 Penalty: 5404.617676
	Iteration 37Q: 3 clusters Score -6433900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -6433905.500000 Penalty: 5404.617676
	Iteration 38Q: 3 clusters Score -6433906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -6433903.500000 Penalty: 5404.617676
	Iteration 39Q: 3 clusters Score -6433904 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 53287 members 
Entering Unmasked Estep 
Score: -6433903.500000 Penalty: 5404.617676
	Iteration 40F: 3 clusters Score -6433904 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Entering Unmasked Estep 
Score: -767743.937500 Penalty: 2218.830078
	Iteration 0F: 2 clusters Score -767743.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -761583.625000 Penalty: 4437.660156
	Iteration 0F: 3 clusters Score -761583.6 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -763344.562500 Penalty: 4437.660156
	Iteration 1F: 3 clusters Score -763344.6 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -763729.250000 Penalty: 4437.660156
	Iteration 2F: 3 clusters Score -763729.2 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -764099.062500 Penalty: 4437.660156
	Iteration 3F: 3 clusters Score -764099.1 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -764518.000000 Penalty: 4437.660156
	Iteration 4F: 3 clusters Score -764518 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4293 members 
Mstep: Class 2 contains 3391 members 
Entering Unmasked Estep 
Score: -764921.500000 Penalty: 4437.660156
	Iteration 5F: 3 clusters Score -764921.5 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -765306.937500 Penalty: 4437.660156
	Iteration 6F: 3 clusters Score -765306.9 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -765587.000000 Penalty: 4437.660156
	Iteration 7F: 3 clusters Score -765587 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -765804.187500 Penalty: 4437.660156
	Iteration 8Q: 3 clusters Score -765804.2 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -765941.937500 Penalty: 4437.660156
	Iteration 9Q: 3 clusters Score -765941.9 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -766010.750000 Penalty: 4437.660156
	Iteration 10Q: 3 clusters Score -766010.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -766056.750000 Penalty: 4437.660156
	Iteration 11Q: 3 clusters Score -766056.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3986 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -766093.687500 Penalty: 4437.660156
	Iteration 12Q: 3 clusters Score -766093.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -766119.562500 Penalty: 4437.660156
	Iteration 13Q: 3 clusters Score -766119.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 3772 members 
Entering Unmasked Estep 
Score: -766133.625000 Penalty: 4437.660156
	Iteration 14Q: 3 clusters Score -766133.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -766148.625000 Penalty: 4437.660156
	Iteration 15Q: 3 clusters Score -766148.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 3822 members 
Entering Unmasked Estep 
Score: -766164.687500 Penalty: 4437.660156
	Iteration 16Q: 3 clusters Score -766164.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -766172.562500 Penalty: 4437.660156
	Iteration 17Q: 3 clusters Score -766172.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -766182.437500 Penalty: 4437.660156
	Iteration 18Q: 3 clusters Score -766182.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -766186.437500 Penalty: 4437.660156
	Iteration 19Q: 3 clusters Score -766186.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -766193.500000 Penalty: 4437.660156
	Iteration 20F: 3 clusters Score -766193.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -766198.437500 Penalty: 4437.660156
	Iteration 21Q: 3 clusters Score -766198.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -766199.562500 Penalty: 4437.660156
	Iteration 22Q: 3 clusters Score -766199.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3727 members 
Mstep: Class 2 contains 3957 members 
Entering Unmasked Estep 
Score: -766208.437500 Penalty: 4437.660156
	Iteration 23Q: 3 clusters Score -766208.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -766209.437500 Penalty: 4437.660156
	Iteration 24Q: 3 clusters Score -766209.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -766211.812500 Penalty: 4437.660156
	Iteration 25Q: 3 clusters Score -766211.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -766211.312500 Penalty: 4437.660156
	Iteration 26Q: 3 clusters Score -766211.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -766217.062500 Penalty: 4437.660156
	Iteration 27Q: 3 clusters Score -766217.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -766222.125000 Penalty: 4437.660156
	Iteration 28Q: 3 clusters Score -766222.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -766224.937500 Penalty: 4437.660156
	Iteration 29Q: 3 clusters Score -766224.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 4012 members 
Entering Unmasked Estep 
Score: -766229.000000 Penalty: 4437.660156
	Iteration 30Q: 3 clusters Score -766229 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -766231.250000 Penalty: 4437.660156
	Iteration 31Q: 3 clusters Score -766231.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -766233.125000 Penalty: 4437.660156
	Iteration 32Q: 3 clusters Score -766233.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -766235.125000 Penalty: 4437.660156
	Iteration 33Q: 3 clusters Score -766235.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -766238.187500 Penalty: 4437.660156
	Iteration 34Q: 3 clusters Score -766238.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3649 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -766238.187500 Penalty: 4437.660156
	Iteration 35Q: 3 clusters Score -766238.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -766242.812500 Penalty: 4437.660156
	Iteration 36Q: 3 clusters Score -766242.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -766242.312500 Penalty: 4437.660156
	Iteration 37Q: 3 clusters Score -766242.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -766242.812500 Penalty: 4437.660156
	Iteration 38Q: 3 clusters Score -766242.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -766243.375000 Penalty: 4437.660156
	Iteration 39Q: 3 clusters Score -766243.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -766242.562500 Penalty: 4437.660156
	Iteration 40F: 3 clusters Score -766242.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -766243.562500 Penalty: 4437.660156
	Iteration 41Q: 3 clusters Score -766243.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -766244.312500 Penalty: 4437.660156
	Iteration 42Q: 3 clusters Score -766244.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -766243.937500 Penalty: 4437.660156
	Iteration 43Q: 3 clusters Score -766243.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -766243.937500 Penalty: 4437.660156
	Iteration 44F: 3 clusters Score -766243.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (3667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Entering Unmasked Estep 
Score: -415991.031250 Penalty: 2035.368164
	Iteration 0F: 2 clusters Score -415991 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -412300.531250 Penalty: 4070.736328
	Iteration 0F: 3 clusters Score -412300.5 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -413071.781250 Penalty: 4070.736328
	Iteration 1F: 3 clusters Score -413071.8 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -413246.468750 Penalty: 4070.736328
	Iteration 2F: 3 clusters Score -413246.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -413380.062500 Penalty: 4070.736328
	Iteration 3F: 3 clusters Score -413380.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -413472.343750 Penalty: 4070.736328
	Iteration 4Q: 3 clusters Score -413472.3 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2210 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -413556.593750 Penalty: 4070.736328
	Iteration 5Q: 3 clusters Score -413556.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -413621.468750 Penalty: 4070.736328
	Iteration 6Q: 3 clusters Score -413621.5 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -413678.843750 Penalty: 4070.736328
	Iteration 7Q: 3 clusters Score -413678.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -413717.843750 Penalty: 4070.736328
	Iteration 8Q: 3 clusters Score -413717.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -413745.156250 Penalty: 4070.736328
	Iteration 9Q: 3 clusters Score -413745.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -413772.500000 Penalty: 4070.736328
	Iteration 10Q: 3 clusters Score -413772.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -413796.687500 Penalty: 4070.736328
	Iteration 11Q: 3 clusters Score -413796.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -413819.468750 Penalty: 4070.736328
	Iteration 12Q: 3 clusters Score -413819.5 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -413838.187500 Penalty: 4070.736328
	Iteration 13Q: 3 clusters Score -413838.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -413851.375000 Penalty: 4070.736328
	Iteration 14Q: 3 clusters Score -413851.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -413867.437500 Penalty: 4070.736328
	Iteration 15Q: 3 clusters Score -413867.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -413879.500000 Penalty: 4070.736328
	Iteration 16Q: 3 clusters Score -413879.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -413892.218750 Penalty: 4070.736328
	Iteration 17Q: 3 clusters Score -413892.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -413901.125000 Penalty: 4070.736328
	Iteration 18Q: 3 clusters Score -413901.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -413909.093750 Penalty: 4070.736328
	Iteration 19Q: 3 clusters Score -413909.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -413915.593750 Penalty: 4070.736328
	Iteration 20F: 3 clusters Score -413915.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -413925.000000 Penalty: 4070.736328
	Iteration 21Q: 3 clusters Score -413925 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -413932.687500 Penalty: 4070.736328
	Iteration 22Q: 3 clusters Score -413932.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -413939.687500 Penalty: 4070.736328
	Iteration 23Q: 3 clusters Score -413939.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -413947.468750 Penalty: 4070.736328
	Iteration 24Q: 3 clusters Score -413947.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -413954.125000 Penalty: 4070.736328
	Iteration 25Q: 3 clusters Score -413954.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -413963.062500 Penalty: 4070.736328
	Iteration 26Q: 3 clusters Score -413963.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -413969.625000 Penalty: 4070.736328
	Iteration 27Q: 3 clusters Score -413969.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2718 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -413976.531250 Penalty: 4070.736328
	Iteration 28Q: 3 clusters Score -413976.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -413984.812500 Penalty: 4070.736328
	Iteration 29Q: 3 clusters Score -413984.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2742 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -413994.781250 Penalty: 4070.736328
	Iteration 30Q: 3 clusters Score -413994.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -414002.062500 Penalty: 4070.736328
	Iteration 31Q: 3 clusters Score -414002.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -414006.000000 Penalty: 4070.736328
	Iteration 32Q: 3 clusters Score -414006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -414009.406250 Penalty: 4070.736328
	Iteration 33Q: 3 clusters Score -414009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -414012.093750 Penalty: 4070.736328
	Iteration 34Q: 3 clusters Score -414012.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -414013.312500 Penalty: 4070.736328
	Iteration 35Q: 3 clusters Score -414013.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -414014.687500 Penalty: 4070.736328
	Iteration 36Q: 3 clusters Score -414014.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -414016.250000 Penalty: 4070.736328
	Iteration 37Q: 3 clusters Score -414016.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -414016.750000 Penalty: 4070.736328
	Iteration 38Q: 3 clusters Score -414016.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -414016.750000 Penalty: 4070.736328
	Iteration 39F: 3 clusters Score -414016.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (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: -126560.203125 Penalty: 1752.695312
	Iteration 0F: 2 clusters Score -126560.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -124489.617188 Penalty: 3505.390625
	Iteration 0F: 3 clusters Score -124489.6 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -124871.242188 Penalty: 3505.390625
	Iteration 1F: 3 clusters Score -124871.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -125003.296875 Penalty: 3505.390625
	Iteration 2F: 3 clusters Score -125003.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -125059.609375 Penalty: 3505.390625
	Iteration 3Q: 3 clusters Score -125059.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -125103.656250 Penalty: 3505.390625
	Iteration 4Q: 3 clusters Score -125103.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -125149.906250 Penalty: 3505.390625
	Iteration 5Q: 3 clusters Score -125149.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -125191.414062 Penalty: 3505.390625
	Iteration 6Q: 3 clusters Score -125191.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -125223.343750 Penalty: 3505.390625
	Iteration 7Q: 3 clusters Score -125223.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -125262.976562 Penalty: 3505.390625
	Iteration 8Q: 3 clusters Score -125263 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -125294.304688 Penalty: 3505.390625
	Iteration 9Q: 3 clusters Score -125294.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -125340.906250 Penalty: 3505.390625
	Iteration 10Q: 3 clusters Score -125340.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -125402.281250 Penalty: 3505.390625
	Iteration 11Q: 3 clusters Score -125402.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -125501.007812 Penalty: 3505.390625
	Iteration 12Q: 3 clusters Score -125501 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -125623.765625 Penalty: 3505.390625
	Iteration 13Q: 3 clusters Score -125623.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -125707.375000 Penalty: 3505.390625
	Iteration 14Q: 3 clusters Score -125707.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -125777.796875 Penalty: 3505.390625
	Iteration 15Q: 3 clusters Score -125777.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -125846.062500 Penalty: 3505.390625
	Iteration 16Q: 3 clusters Score -125846.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -125954.656250 Penalty: 3505.390625
	Iteration 17Q: 3 clusters Score -125954.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -126056.617188 Penalty: 3505.390625
	Iteration 18Q: 3 clusters Score -126056.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -126132.703125 Penalty: 3505.390625
	Iteration 19Q: 3 clusters Score -126132.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -126140.781250 Penalty: 3505.390625
	Iteration 20F: 3 clusters Score -126140.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (10284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Entering Unmasked Estep 
Score: -1228416.375000 Penalty: 2291.109375
	Iteration 0F: 2 clusters Score -1228416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1220569.750000 Penalty: 4582.218750
	Iteration 0F: 3 clusters Score -1220570 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1222802.000000 Penalty: 4582.218750
	Iteration 1F: 3 clusters Score -1222802 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4982 members 
Mstep: Class 2 contains 5302 members 
Entering Unmasked Estep 
Score: -1223078.625000 Penalty: 4582.218750
	Iteration 2F: 3 clusters Score -1223079 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1223286.250000 Penalty: 4582.218750
	Iteration 3Q: 3 clusters Score -1223286 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1223436.375000 Penalty: 4582.218750
	Iteration 4Q: 3 clusters Score -1223436 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1223542.000000 Penalty: 4582.218750
	Iteration 5Q: 3 clusters Score -1223542 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -1223636.125000 Penalty: 4582.218750
	Iteration 6Q: 3 clusters Score -1223636 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -1223721.625000 Penalty: 4582.218750
	Iteration 7Q: 3 clusters Score -1223722 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4654 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -1223829.750000 Penalty: 4582.218750
	Iteration 8Q: 3 clusters Score -1223830 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4544 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1223951.375000 Penalty: 4582.218750
	Iteration 9Q: 3 clusters Score -1223951 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -1224073.500000 Penalty: 4582.218750
	Iteration 10Q: 3 clusters Score -1224074 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 5992 members 
Entering Unmasked Estep 
Score: -1224211.875000 Penalty: 4582.218750
	Iteration 11Q: 3 clusters Score -1224212 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -1224396.875000 Penalty: 4582.218750
	Iteration 12Q: 3 clusters Score -1224397 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4015 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -1224613.125000 Penalty: 4582.218750
	Iteration 13Q: 3 clusters Score -1224613 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1224839.000000 Penalty: 4582.218750
	Iteration 14Q: 3 clusters Score -1224839 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -1225074.125000 Penalty: 4582.218750
	Iteration 15Q: 3 clusters Score -1225074 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -1225327.375000 Penalty: 4582.218750
	Iteration 16Q: 3 clusters Score -1225327 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1225544.750000 Penalty: 4582.218750
	Iteration 17Q: 3 clusters Score -1225545 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -1225697.500000 Penalty: 4582.218750
	Iteration 18Q: 3 clusters Score -1225698 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 7026 members 
Entering Unmasked Estep 
Score: -1225804.375000 Penalty: 4582.218750
	Iteration 19Q: 3 clusters Score -1225804 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3173 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1225903.000000 Penalty: 4582.218750
	Iteration 20F: 3 clusters Score -1225903 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1225988.125000 Penalty: 4582.218750
	Iteration 21Q: 3 clusters Score -1225988 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3003 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -1226056.125000 Penalty: 4582.218750
	Iteration 22Q: 3 clusters Score -1226056 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 7350 members 
Entering Unmasked Estep 
Score: -1226099.000000 Penalty: 4582.218750
	Iteration 23Q: 3 clusters Score -1226099 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1226136.500000 Penalty: 4582.218750
	Iteration 24Q: 3 clusters Score -1226136 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 7461 members 
Entering Unmasked Estep 
Score: -1226164.000000 Penalty: 4582.218750
	Iteration 25Q: 3 clusters Score -1226164 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -1226186.375000 Penalty: 4582.218750
	Iteration 26Q: 3 clusters Score -1226186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -1226203.375000 Penalty: 4582.218750
	Iteration 27Q: 3 clusters Score -1226203 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -1226213.875000 Penalty: 4582.218750
	Iteration 28Q: 3 clusters Score -1226214 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -1226231.750000 Penalty: 4582.218750
	Iteration 29Q: 3 clusters Score -1226232 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1226241.250000 Penalty: 4582.218750
	Iteration 30Q: 3 clusters Score -1226241 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -1226252.000000 Penalty: 4582.218750
	Iteration 31Q: 3 clusters Score -1226252 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 7669 members 
Entering Unmasked Estep 
Score: -1226259.125000 Penalty: 4582.218750
	Iteration 32Q: 3 clusters Score -1226259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1226264.625000 Penalty: 4582.218750
	Iteration 33Q: 3 clusters Score -1226265 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 7694 members 
Entering Unmasked Estep 
Score: -1226264.000000 Penalty: 4582.218750
	Iteration 34Q: 3 clusters Score -1226264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 7701 members 
Entering Unmasked Estep 
Score: -1226267.500000 Penalty: 4582.218750
	Iteration 35Q: 3 clusters Score -1226268 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -1226271.500000 Penalty: 4582.218750
	Iteration 36Q: 3 clusters Score -1226272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1226271.750000 Penalty: 4582.218750
	Iteration 37Q: 3 clusters Score -1226272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -1226275.750000 Penalty: 4582.218750
	Iteration 38Q: 3 clusters Score -1226276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1226280.875000 Penalty: 4582.218750
	Iteration 39Q: 3 clusters Score -1226281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1226284.875000 Penalty: 4582.218750
	Iteration 40F: 3 clusters Score -1226285 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7763 members 
Entering Unmasked Estep 
Score: -1226287.125000 Penalty: 4582.218750
	Iteration 41Q: 3 clusters Score -1226287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -1226292.000000 Penalty: 4582.218750
	Iteration 42Q: 3 clusters Score -1226292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -1226295.125000 Penalty: 4582.218750
	Iteration 43Q: 3 clusters Score -1226295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1226297.250000 Penalty: 4582.218750
	Iteration 44Q: 3 clusters Score -1226297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 7814 members 
Entering Unmasked Estep 
Score: -1226304.000000 Penalty: 4582.218750
	Iteration 45Q: 3 clusters Score -1226304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -1226304.125000 Penalty: 4582.218750
	Iteration 46Q: 3 clusters Score -1226304 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -1226304.625000 Penalty: 4582.218750
	Iteration 47Q: 3 clusters Score -1226305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1226305.250000 Penalty: 4582.218750
	Iteration 48Q: 3 clusters Score -1226305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -1226305.250000 Penalty: 4582.218750
	Iteration 49Q: 3 clusters Score -1226305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1226305.875000 Penalty: 4582.218750
	Iteration 50Q: 3 clusters Score -1226306 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 7823 members 
Entering Unmasked Estep 
Score: -1226305.875000 Penalty: 4582.218750
	Iteration 51F: 3 clusters Score -1226306 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (4641 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Entering Unmasked Estep 
Score: -401453.968750 Penalty: 2093.785889
	Iteration 0F: 2 clusters Score -401454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -397161.656250 Penalty: 4187.571777
	Iteration 0F: 3 clusters Score -397161.7 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -398341.718750 Penalty: 4187.571777
	Iteration 1F: 3 clusters Score -398341.7 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -398702.875000 Penalty: 4187.571777
	Iteration 2F: 3 clusters Score -398702.9 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2410 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -398952.187500 Penalty: 4187.571777
	Iteration 3F: 3 clusters Score -398952.2 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -399127.781250 Penalty: 4187.571777
	Iteration 4F: 3 clusters Score -399127.8 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -399284.218750 Penalty: 4187.571777
	Iteration 5Q: 3 clusters Score -399284.2 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -399422.843750 Penalty: 4187.571777
	Iteration 6Q: 3 clusters Score -399422.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -399542.718750 Penalty: 4187.571777
	Iteration 7Q: 3 clusters Score -399542.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -399647.875000 Penalty: 4187.571777
	Iteration 8Q: 3 clusters Score -399647.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -399731.156250 Penalty: 4187.571777
	Iteration 9Q: 3 clusters Score -399731.2 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -399798.125000 Penalty: 4187.571777
	Iteration 10Q: 3 clusters Score -399798.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -399869.437500 Penalty: 4187.571777
	Iteration 11Q: 3 clusters Score -399869.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -399928.281250 Penalty: 4187.571777
	Iteration 12Q: 3 clusters Score -399928.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -399979.156250 Penalty: 4187.571777
	Iteration 13Q: 3 clusters Score -399979.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -400014.500000 Penalty: 4187.571777
	Iteration 14Q: 3 clusters Score -400014.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -400045.968750 Penalty: 4187.571777
	Iteration 15Q: 3 clusters Score -400046 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -400070.562500 Penalty: 4187.571777
	Iteration 16Q: 3 clusters Score -400070.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -400097.093750 Penalty: 4187.571777
	Iteration 17Q: 3 clusters Score -400097.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -400113.906250 Penalty: 4187.571777
	Iteration 18Q: 3 clusters Score -400113.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -400130.593750 Penalty: 4187.571777
	Iteration 19Q: 3 clusters Score -400130.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -400152.656250 Penalty: 4187.571777
	Iteration 20F: 3 clusters Score -400152.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -400177.656250 Penalty: 4187.571777
	Iteration 21Q: 3 clusters Score -400177.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -400205.750000 Penalty: 4187.571777
	Iteration 22Q: 3 clusters Score -400205.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3177 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -400230.656250 Penalty: 4187.571777
	Iteration 23Q: 3 clusters Score -400230.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -400253.500000 Penalty: 4187.571777
	Iteration 24Q: 3 clusters Score -400253.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -400275.156250 Penalty: 4187.571777
	Iteration 25Q: 3 clusters Score -400275.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -400296.250000 Penalty: 4187.571777
	Iteration 26Q: 3 clusters Score -400296.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -400310.843750 Penalty: 4187.571777
	Iteration 27Q: 3 clusters Score -400310.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -400324.625000 Penalty: 4187.571777
	Iteration 28Q: 3 clusters Score -400324.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3323 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -400329.531250 Penalty: 4187.571777
	Iteration 29Q: 3 clusters Score -400329.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -400332.593750 Penalty: 4187.571777
	Iteration 30Q: 3 clusters Score -400332.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3335 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -400334.093750 Penalty: 4187.571777
	Iteration 31Q: 3 clusters Score -400334.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -400336.125000 Penalty: 4187.571777
	Iteration 32Q: 3 clusters Score -400336.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -400339.093750 Penalty: 4187.571777
	Iteration 33Q: 3 clusters Score -400339.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3350 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -400340.937500 Penalty: 4187.571777
	Iteration 34Q: 3 clusters Score -400340.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -400343.093750 Penalty: 4187.571777
	Iteration 35Q: 3 clusters Score -400343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -400345.000000 Penalty: 4187.571777
	Iteration 36Q: 3 clusters Score -400345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -400347.968750 Penalty: 4187.571777
	Iteration 37Q: 3 clusters Score -400348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -400349.125000 Penalty: 4187.571777
	Iteration 38Q: 3 clusters Score -400349.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3379 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -400350.031250 Penalty: 4187.571777
	Iteration 39Q: 3 clusters Score -400350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -400351.781250 Penalty: 4187.571777
	Iteration 40F: 3 clusters Score -400351.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -400353.375000 Penalty: 4187.571777
	Iteration 41Q: 3 clusters Score -400353.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -400354.937500 Penalty: 4187.571777
	Iteration 42Q: 3 clusters Score -400354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -400357.093750 Penalty: 4187.571777
	Iteration 43Q: 3 clusters Score -400357.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -400358.531250 Penalty: 4187.571777
	Iteration 44Q: 3 clusters Score -400358.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -400359.125000 Penalty: 4187.571777
	Iteration 45Q: 3 clusters Score -400359.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -400360.375000 Penalty: 4187.571777
	Iteration 46Q: 3 clusters Score -400360.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -400360.500000 Penalty: 4187.571777
	Iteration 47Q: 3 clusters Score -400360.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -400360.843750 Penalty: 4187.571777
	Iteration 48Q: 3 clusters Score -400360.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -400360.812500 Penalty: 4187.571777
	Iteration 49Q: 3 clusters Score -400360.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -400360.812500 Penalty: 4187.571777
	Iteration 50F: 3 clusters Score -400360.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17774 members 
Entering Unmasked Estep 
Score: -1999481.375000 Penalty: 2426.802002
	Iteration 0F: 2 clusters Score -1999481 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 8956 members 
Entering Unmasked Estep 
Score: -1986795.625000 Penalty: 4853.604004
	Iteration 0F: 3 clusters Score -1986796 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1990911.000000 Penalty: 4853.604004
	Iteration 1F: 3 clusters Score -1990911 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 9296 members 
Entering Unmasked Estep 
Score: -1991258.500000 Penalty: 4853.604004
	Iteration 2F: 3 clusters Score -1991258 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -1991536.125000 Penalty: 4853.604004
	Iteration 3Q: 3 clusters Score -1991536 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8156 members 
Mstep: Class 2 contains 9618 members 
Entering Unmasked Estep 
Score: -1991789.000000 Penalty: 4853.604004
	Iteration 4Q: 3 clusters Score -1991789 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7914 members 
Mstep: Class 2 contains 9860 members 
Entering Unmasked Estep 
Score: -1992069.000000 Penalty: 4853.604004
	Iteration 5Q: 3 clusters Score -1992069 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 10145 members 
Entering Unmasked Estep 
Score: -1992348.125000 Penalty: 4853.604004
	Iteration 6Q: 3 clusters Score -1992348 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 10524 members 
Entering Unmasked Estep 
Score: -1992682.375000 Penalty: 4853.604004
	Iteration 7Q: 3 clusters Score -1992682 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6741 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -1993074.000000 Penalty: 4853.604004
	Iteration 8Q: 3 clusters Score -1993074 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6141 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -1993514.875000 Penalty: 4853.604004
	Iteration 9Q: 3 clusters Score -1993515 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -1994045.625000 Penalty: 4853.604004
	Iteration 10Q: 3 clusters Score -1994046 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -1994642.625000 Penalty: 4853.604004
	Iteration 11F: 3 clusters Score -1994643 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -1995282.250000 Penalty: 4853.604004
	Iteration 12Q: 3 clusters Score -1995282 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -1995872.500000 Penalty: 4853.604004
	Iteration 13Q: 3 clusters Score -1995872 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -1996364.875000 Penalty: 4853.604004
	Iteration 14Q: 3 clusters Score -1996365 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -1996726.125000 Penalty: 4853.604004
	Iteration 15Q: 3 clusters Score -1996726 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 15942 members 
Entering Unmasked Estep 
Score: -1996971.250000 Penalty: 4853.604004
	Iteration 16Q: 3 clusters Score -1996971 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -1997125.500000 Penalty: 4853.604004
	Iteration 17Q: 3 clusters Score -1997126 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -1997214.375000 Penalty: 4853.604004
	Iteration 18Q: 3 clusters Score -1997214 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -1997277.250000 Penalty: 4853.604004
	Iteration 19Q: 3 clusters Score -1997277 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -1997312.500000 Penalty: 4853.604004
	Iteration 20F: 3 clusters Score -1997312 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -1997322.625000 Penalty: 4853.604004
	Iteration 21Q: 3 clusters Score -1997323 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -1997348.875000 Penalty: 4853.604004
	Iteration 22Q: 3 clusters Score -1997349 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -1997361.875000 Penalty: 4853.604004
	Iteration 23Q: 3 clusters Score -1997362 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -1997369.250000 Penalty: 4853.604004
	Iteration 24Q: 3 clusters Score -1997369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -1997374.500000 Penalty: 4853.604004
	Iteration 25Q: 3 clusters Score -1997374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -1997383.500000 Penalty: 4853.604004
	Iteration 26Q: 3 clusters Score -1997384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 16550 members 
Entering Unmasked Estep 
Score: -1997386.125000 Penalty: 4853.604004
	Iteration 27Q: 3 clusters Score -1997386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -1997385.750000 Penalty: 4853.604004
	Iteration 28Q: 3 clusters Score -1997386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 16566 members 
Entering Unmasked Estep 
Score: -1997392.125000 Penalty: 4853.604004
	Iteration 29Q: 3 clusters Score -1997392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -1997393.375000 Penalty: 4853.604004
	Iteration 30Q: 3 clusters Score -1997393 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 16578 members 
Entering Unmasked Estep 
Score: -1997401.250000 Penalty: 4853.604004
	Iteration 31Q: 3 clusters Score -1997401 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 16586 members 
Entering Unmasked Estep 
Score: -1997404.750000 Penalty: 4853.604004
	Iteration 32Q: 3 clusters Score -1997405 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 16589 members 
Entering Unmasked Estep 
Score: -1997403.625000 Penalty: 4853.604004
	Iteration 33Q: 3 clusters Score -1997404 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 16598 members 
Entering Unmasked Estep 
Score: -1997407.750000 Penalty: 4853.604004
	Iteration 34Q: 3 clusters Score -1997408 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -1997408.125000 Penalty: 4853.604004
	Iteration 35Q: 3 clusters Score -1997408 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -1997409.125000 Penalty: 4853.604004
	Iteration 36Q: 3 clusters Score -1997409 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 16617 members 
Entering Unmasked Estep 
Score: -1997414.500000 Penalty: 4853.604004
	Iteration 37Q: 3 clusters Score -1997414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1997418.625000 Penalty: 4853.604004
	Iteration 38Q: 3 clusters Score -1997419 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -1997420.250000 Penalty: 4853.604004
	Iteration 39Q: 3 clusters Score -1997420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -1997420.250000 Penalty: 4853.604004
	Iteration 40F: 3 clusters Score -1997420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 16627 members 
Entering Unmasked Estep 
Score: -1997419.750000 Penalty: 4853.604004
	Iteration 41Q: 3 clusters Score -1997420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -1997422.375000 Penalty: 4853.604004
	Iteration 42Q: 3 clusters Score -1997422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 16635 members 
Entering Unmasked Estep 
Score: -1997425.375000 Penalty: 4853.604004
	Iteration 43Q: 3 clusters Score -1997425 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -1997423.500000 Penalty: 4853.604004
	Iteration 44Q: 3 clusters Score -1997424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -1997429.375000 Penalty: 4853.604004
	Iteration 45Q: 3 clusters Score -1997429 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1997430.250000 Penalty: 4853.604004
	Iteration 46Q: 3 clusters Score -1997430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -1997431.125000 Penalty: 4853.604004
	Iteration 47Q: 3 clusters Score -1997431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1997432.250000 Penalty: 4853.604004
	Iteration 48Q: 3 clusters Score -1997432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -1997432.250000 Penalty: 4853.604004
	Iteration 49F: 3 clusters Score -1997432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (7972 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Entering Unmasked Estep 
Score: -887793.812500 Penalty: 2227.955078
	Iteration 0F: 2 clusters Score -887793.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -881358.625000 Penalty: 4455.910156
	Iteration 0F: 3 clusters Score -881358.6 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -883091.125000 Penalty: 4455.910156
	Iteration 1F: 3 clusters Score -883091.1 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -883356.125000 Penalty: 4455.910156
	Iteration 2F: 3 clusters Score -883356.1 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -883603.750000 Penalty: 4455.910156
	Iteration 3Q: 3 clusters Score -883603.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -883876.625000 Penalty: 4455.910156
	Iteration 4Q: 3 clusters Score -883876.6 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -884147.187500 Penalty: 4455.910156
	Iteration 5Q: 3 clusters Score -884147.2 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -884368.750000 Penalty: 4455.910156
	Iteration 6Q: 3 clusters Score -884368.8 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -884640.687500 Penalty: 4455.910156
	Iteration 7F: 3 clusters Score -884640.7 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -884912.187500 Penalty: 4455.910156
	Iteration 8F: 3 clusters Score -884912.2 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4489 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -885172.562500 Penalty: 4455.910156
	Iteration 9F: 3 clusters Score -885172.6 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -885394.500000 Penalty: 4455.910156
	Iteration 10Q: 3 clusters Score -885394.5 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -885577.625000 Penalty: 4455.910156
	Iteration 11Q: 3 clusters Score -885577.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -885746.562500 Penalty: 4455.910156
	Iteration 12Q: 3 clusters Score -885746.6 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -885888.500000 Penalty: 4455.910156
	Iteration 13Q: 3 clusters Score -885888.5 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -886010.312500 Penalty: 4455.910156
	Iteration 14Q: 3 clusters Score -886010.3 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -886100.250000 Penalty: 4455.910156
	Iteration 15Q: 3 clusters Score -886100.2 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -886172.375000 Penalty: 4455.910156
	Iteration 16Q: 3 clusters Score -886172.4 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5787 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -886233.000000 Penalty: 4455.910156
	Iteration 17Q: 3 clusters Score -886233 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -886289.750000 Penalty: 4455.910156
	Iteration 18Q: 3 clusters Score -886289.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -886328.000000 Penalty: 4455.910156
	Iteration 19Q: 3 clusters Score -886328 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5989 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -886355.437500 Penalty: 4455.910156
	Iteration 20F: 3 clusters Score -886355.4 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6043 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -886383.750000 Penalty: 4455.910156
	Iteration 21Q: 3 clusters Score -886383.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6078 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -886407.750000 Penalty: 4455.910156
	Iteration 22Q: 3 clusters Score -886407.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -886427.125000 Penalty: 4455.910156
	Iteration 23Q: 3 clusters Score -886427.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -886443.562500 Penalty: 4455.910156
	Iteration 24Q: 3 clusters Score -886443.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -886464.250000 Penalty: 4455.910156
	Iteration 25Q: 3 clusters Score -886464.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -886483.437500 Penalty: 4455.910156
	Iteration 26Q: 3 clusters Score -886483.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -886491.687500 Penalty: 4455.910156
	Iteration 27Q: 3 clusters Score -886491.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -886499.687500 Penalty: 4455.910156
	Iteration 28Q: 3 clusters Score -886499.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -886507.687500 Penalty: 4455.910156
	Iteration 29Q: 3 clusters Score -886507.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -886513.812500 Penalty: 4455.910156
	Iteration 30Q: 3 clusters Score -886513.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -886522.625000 Penalty: 4455.910156
	Iteration 31Q: 3 clusters Score -886522.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6384 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -886531.250000 Penalty: 4455.910156
	Iteration 32Q: 3 clusters Score -886531.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -886536.562500 Penalty: 4455.910156
	Iteration 33Q: 3 clusters Score -886536.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6428 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -886543.062500 Penalty: 4455.910156
	Iteration 34Q: 3 clusters Score -886543.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6452 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -886550.562500 Penalty: 4455.910156
	Iteration 35Q: 3 clusters Score -886550.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6473 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -886563.500000 Penalty: 4455.910156
	Iteration 36Q: 3 clusters Score -886563.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -886570.187500 Penalty: 4455.910156
	Iteration 37Q: 3 clusters Score -886570.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -886576.437500 Penalty: 4455.910156
	Iteration 38Q: 3 clusters Score -886576.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6523 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -886582.750000 Penalty: 4455.910156
	Iteration 39Q: 3 clusters Score -886582.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -886586.250000 Penalty: 4455.910156
	Iteration 40F: 3 clusters Score -886586.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6548 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -886592.062500 Penalty: 4455.910156
	Iteration 41Q: 3 clusters Score -886592.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6562 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -886596.187500 Penalty: 4455.910156
	Iteration 42Q: 3 clusters Score -886596.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -886595.500000 Penalty: 4455.910156
	Iteration 43Q: 3 clusters Score -886595.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -886599.250000 Penalty: 4455.910156
	Iteration 44Q: 3 clusters Score -886599.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -886608.187500 Penalty: 4455.910156
	Iteration 45Q: 3 clusters Score -886608.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -886609.125000 Penalty: 4455.910156
	Iteration 46Q: 3 clusters Score -886609.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -886613.312500 Penalty: 4455.910156
	Iteration 47Q: 3 clusters Score -886613.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -886618.125000 Penalty: 4455.910156
	Iteration 48Q: 3 clusters Score -886618.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -886618.500000 Penalty: 4455.910156
	Iteration 49Q: 3 clusters Score -886618.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -886621.687500 Penalty: 4455.910156
	Iteration 50Q: 3 clusters Score -886621.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -886622.687500 Penalty: 4455.910156
	Iteration 51Q: 3 clusters Score -886622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6648 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -886623.875000 Penalty: 4455.910156
	Iteration 52Q: 3 clusters Score -886623.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6651 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -886625.437500 Penalty: 4455.910156
	Iteration 53Q: 3 clusters Score -886625.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -886624.687500 Penalty: 4455.910156
	Iteration 54Q: 3 clusters Score -886624.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -886625.062500 Penalty: 4455.910156
	Iteration 55Q: 3 clusters Score -886625.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -886626.000000 Penalty: 4455.910156
	Iteration 56Q: 3 clusters Score -886626 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -886625.937500 Penalty: 4455.910156
	Iteration 57Q: 3 clusters Score -886625.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -886625.937500 Penalty: 4455.910156
	Iteration 58F: 3 clusters Score -886625.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (14946 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Entering Unmasked Estep 
Score: -1786614.000000 Penalty: 2383.825195
	Iteration 0F: 2 clusters Score -1786614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1775779.125000 Penalty: 4767.650391
	Iteration 0F: 3 clusters Score -1775779 nChanged 6467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7446 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
Score: -1779098.000000 Penalty: 4767.650391
	Iteration 1F: 3 clusters Score -1779098 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7391 members 
Mstep: Class 2 contains 7555 members 
Entering Unmasked Estep 
Score: -1779430.125000 Penalty: 4767.650391
	Iteration 2F: 3 clusters Score -1779430 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 7652 members 
Entering Unmasked Estep 
Score: -1779695.750000 Penalty: 4767.650391
	Iteration 3Q: 3 clusters Score -1779696 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -1779903.000000 Penalty: 4767.650391
	Iteration 4Q: 3 clusters Score -1779903 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -1780072.875000 Penalty: 4767.650391
	Iteration 5Q: 3 clusters Score -1780073 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6940 members 
Mstep: Class 2 contains 8006 members 
Entering Unmasked Estep 
Score: -1780238.750000 Penalty: 4767.650391
	Iteration 6Q: 3 clusters Score -1780239 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -1780387.125000 Penalty: 4767.650391
	Iteration 7Q: 3 clusters Score -1780387 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1780511.375000 Penalty: 4767.650391
	Iteration 8Q: 3 clusters Score -1780511 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 8662 members 
Entering Unmasked Estep 
Score: -1780656.125000 Penalty: 4767.650391
	Iteration 9Q: 3 clusters Score -1780656 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -1780838.625000 Penalty: 4767.650391
	Iteration 10Q: 3 clusters Score -1780839 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1781052.750000 Penalty: 4767.650391
	Iteration 11Q: 3 clusters Score -1781053 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 9732 members 
Entering Unmasked Estep 
Score: -1781297.750000 Penalty: 4767.650391
	Iteration 12Q: 3 clusters Score -1781298 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -1781592.750000 Penalty: 4767.650391
	Iteration 13Q: 3 clusters Score -1781593 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -1781960.000000 Penalty: 4767.650391
	Iteration 14Q: 3 clusters Score -1781960 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -1782357.250000 Penalty: 4767.650391
	Iteration 15Q: 3 clusters Score -1782357 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -1782711.625000 Penalty: 4767.650391
	Iteration 16Q: 3 clusters Score -1782712 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 12248 members 
Entering Unmasked Estep 
Score: -1783057.875000 Penalty: 4767.650391
	Iteration 17Q: 3 clusters Score -1783058 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 12673 members 
Entering Unmasked Estep 
Score: -1783363.875000 Penalty: 4767.650391
	Iteration 18Q: 3 clusters Score -1783364 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 13004 members 
Entering Unmasked Estep 
Score: -1783625.250000 Penalty: 4767.650391
	Iteration 19Q: 3 clusters Score -1783625 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 13270 members 
Entering Unmasked Estep 
Score: -1783826.000000 Penalty: 4767.650391
	Iteration 20F: 3 clusters Score -1783826 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 13469 members 
Entering Unmasked Estep 
Score: -1783972.875000 Penalty: 4767.650391
	Iteration 21Q: 3 clusters Score -1783973 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -1784076.375000 Penalty: 4767.650391
	Iteration 22Q: 3 clusters Score -1784076 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 13753 members 
Entering Unmasked Estep 
Score: -1784157.375000 Penalty: 4767.650391
	Iteration 23Q: 3 clusters Score -1784157 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -1784204.750000 Penalty: 4767.650391
	Iteration 24Q: 3 clusters Score -1784205 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -1784236.125000 Penalty: 4767.650391
	Iteration 25Q: 3 clusters Score -1784236 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -1784267.750000 Penalty: 4767.650391
	Iteration 26Q: 3 clusters Score -1784268 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -1784289.875000 Penalty: 4767.650391
	Iteration 27Q: 3 clusters Score -1784290 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
Score: -1784315.000000 Penalty: 4767.650391
	Iteration 28Q: 3 clusters Score -1784315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14062 members 
Entering Unmasked Estep 
Score: -1784338.375000 Penalty: 4767.650391
	Iteration 29Q: 3 clusters Score -1784338 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -1784359.625000 Penalty: 4767.650391
	Iteration 30Q: 3 clusters Score -1784360 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -1784380.375000 Penalty: 4767.650391
	Iteration 31Q: 3 clusters Score -1784380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 14147 members 
Entering Unmasked Estep 
Score: -1784391.875000 Penalty: 4767.650391
	Iteration 32Q: 3 clusters Score -1784392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -1784405.125000 Penalty: 4767.650391
	Iteration 33Q: 3 clusters Score -1784405 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -1784430.250000 Penalty: 4767.650391
	Iteration 34Q: 3 clusters Score -1784430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -1784432.750000 Penalty: 4767.650391
	Iteration 35Q: 3 clusters Score -1784433 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -1784438.750000 Penalty: 4767.650391
	Iteration 36Q: 3 clusters Score -1784439 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -1784451.500000 Penalty: 4767.650391
	Iteration 37Q: 3 clusters Score -1784452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -1784464.875000 Penalty: 4767.650391
	Iteration 38Q: 3 clusters Score -1784465 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -1784466.750000 Penalty: 4767.650391
	Iteration 39Q: 3 clusters Score -1784467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -1784475.000000 Penalty: 4767.650391
	Iteration 40F: 3 clusters Score -1784475 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -1784487.500000 Penalty: 4767.650391
	Iteration 41Q: 3 clusters Score -1784488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -1784494.750000 Penalty: 4767.650391
	Iteration 42Q: 3 clusters Score -1784495 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -1784504.125000 Penalty: 4767.650391
	Iteration 43Q: 3 clusters Score -1784504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -1784514.625000 Penalty: 4767.650391
	Iteration 44Q: 3 clusters Score -1784515 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -1784524.500000 Penalty: 4767.650391
	Iteration 45Q: 3 clusters Score -1784524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -1784529.250000 Penalty: 4767.650391
	Iteration 46Q: 3 clusters Score -1784529 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -1784543.000000 Penalty: 4767.650391
	Iteration 47Q: 3 clusters Score -1784543 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 14372 members 
Entering Unmasked Estep 
Score: -1784545.875000 Penalty: 4767.650391
	Iteration 48Q: 3 clusters Score -1784546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 14381 members 
Entering Unmasked Estep 
Score: -1784549.250000 Penalty: 4767.650391
	Iteration 49Q: 3 clusters Score -1784549 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14384 members 
Entering Unmasked Estep 
Score: -1784550.375000 Penalty: 4767.650391
	Iteration 50Q: 3 clusters Score -1784550 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -1784555.125000 Penalty: 4767.650391
	Iteration 51Q: 3 clusters Score -1784555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14390 members 
Entering Unmasked Estep 
Score: -1784559.875000 Penalty: 4767.650391
	Iteration 52Q: 3 clusters Score -1784560 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -1784565.250000 Penalty: 4767.650391
	Iteration 53Q: 3 clusters Score -1784565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1784563.250000 Penalty: 4767.650391
	Iteration 54Q: 3 clusters Score -1784563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14393 members 
Entering Unmasked Estep 
Score: -1784565.250000 Penalty: 4767.650391
	Iteration 55Q: 3 clusters Score -1784565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -1784568.250000 Penalty: 4767.650391
	Iteration 56Q: 3 clusters Score -1784568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -1784568.625000 Penalty: 4767.650391
	Iteration 57Q: 3 clusters Score -1784569 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 14403 members 
Entering Unmasked Estep 
Score: -1784572.250000 Penalty: 4767.650391
	Iteration 58Q: 3 clusters Score -1784572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -1784574.750000 Penalty: 4767.650391
	Iteration 59Q: 3 clusters Score -1784575 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -1784573.125000 Penalty: 4767.650391
	Iteration 60F: 3 clusters Score -1784573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 14408 members 
Entering Unmasked Estep 
Score: -1784575.250000 Penalty: 4767.650391
	Iteration 61Q: 3 clusters Score -1784575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 14409 members 
Entering Unmasked Estep 
Score: -1784576.250000 Penalty: 4767.650391
	Iteration 62Q: 3 clusters Score -1784576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1784575.000000 Penalty: 4767.650391
	Iteration 63Q: 3 clusters Score -1784575 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -1784575.000000 Penalty: 4767.650391
	Iteration 64F: 3 clusters Score -1784575 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (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: -248675.765625 Penalty: 1900.525146
	Iteration 0F: 2 clusters Score -248675.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -245972.812500 Penalty: 3801.050293
	Iteration 0F: 3 clusters Score -245972.8 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -246450.390625 Penalty: 3801.050293
	Iteration 1F: 3 clusters Score -246450.4 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -246567.187500 Penalty: 3801.050293
	Iteration 2F: 3 clusters Score -246567.2 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -246627.390625 Penalty: 3801.050293
	Iteration 3Q: 3 clusters Score -246627.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -246657.484375 Penalty: 3801.050293
	Iteration 4Q: 3 clusters Score -246657.5 nChanged 30
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: -246676.328125 Penalty: 3801.050293
	Iteration 5Q: 3 clusters Score -246676.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -246687.421875 Penalty: 3801.050293
	Iteration 6Q: 3 clusters Score -246687.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -246698.203125 Penalty: 3801.050293
	Iteration 7Q: 3 clusters Score -246698.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -246708.843750 Penalty: 3801.050293
	Iteration 8Q: 3 clusters Score -246708.8 nChanged 9
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: -246714.515625 Penalty: 3801.050293
	Iteration 9Q: 3 clusters Score -246714.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -246719.750000 Penalty: 3801.050293
	Iteration 10Q: 3 clusters Score -246719.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -246728.218750 Penalty: 3801.050293
	Iteration 11Q: 3 clusters Score -246728.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -246735.484375 Penalty: 3801.050293
	Iteration 12Q: 3 clusters Score -246735.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -246743.140625 Penalty: 3801.050293
	Iteration 13Q: 3 clusters Score -246743.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -246747.109375 Penalty: 3801.050293
	Iteration 14Q: 3 clusters Score -246747.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -246750.828125 Penalty: 3801.050293
	Iteration 15Q: 3 clusters Score -246750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -246751.265625 Penalty: 3801.050293
	Iteration 16Q: 3 clusters Score -246751.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -246751.265625 Penalty: 3801.050293
	Iteration 17F: 3 clusters Score -246751.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (67753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67753 members 
Entering Unmasked Estep 
Score: -8045337.000000 Penalty: 2758.658691
	Iteration 0F: 2 clusters Score -8045337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33691 members 
Mstep: Class 2 contains 34062 members 
Entering Unmasked Estep 
Score: -7999934.000000 Penalty: 5517.317383
	Iteration 0F: 3 clusters Score -7999934 nChanged 31619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31888 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -8017777.000000 Penalty: 5517.317383
	Iteration 1F: 3 clusters Score -8017777 nChanged 2601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 37094 members 
Entering Unmasked Estep 
Score: -8018510.500000 Penalty: 5517.317383
	Iteration 2Q: 3 clusters Score -8018510 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28740 members 
Mstep: Class 2 contains 39013 members 
Entering Unmasked Estep 
Score: -8019646.500000 Penalty: 5517.317383
	Iteration 3Q: 3 clusters Score -8019646 nChanged 3425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26033 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -8021283.000000 Penalty: 5517.317383
	Iteration 4F: 3 clusters Score -8021283 nChanged 4332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22301 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -8023896.500000 Penalty: 5517.317383
	Iteration 5F: 3 clusters Score -8023896 nChanged 5209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 50189 members 
Entering Unmasked Estep 
Score: -8027961.000000 Penalty: 5517.317383
	Iteration 6F: 3 clusters Score -8027961 nChanged 5335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12527 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -8032648.000000 Penalty: 5517.317383
	Iteration 7F: 3 clusters Score -8032648 nChanged 4424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 59482 members 
Entering Unmasked Estep 
Score: -8037022.500000 Penalty: 5517.317383
	Iteration 8F: 3 clusters Score -8037022 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -8040031.500000 Penalty: 5517.317383
	Iteration 9Q: 3 clusters Score -8040032 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 63328 members 
Entering Unmasked Estep 
Score: -8041547.500000 Penalty: 5517.317383
	Iteration 10Q: 3 clusters Score -8041548 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 63884 members 
Entering Unmasked Estep 
Score: -8042172.500000 Penalty: 5517.317383
	Iteration 11Q: 3 clusters Score -8042172 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 64246 members 
Entering Unmasked Estep 
Score: -8042430.000000 Penalty: 5517.317383
	Iteration 12Q: 3 clusters Score -8042430 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 64535 members 
Entering Unmasked Estep 
Score: -8042580.000000 Penalty: 5517.317383
	Iteration 13Q: 3 clusters Score -8042580 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 64757 members 
Entering Unmasked Estep 
Score: -8042655.500000 Penalty: 5517.317383
	Iteration 14Q: 3 clusters Score -8042656 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 64952 members 
Entering Unmasked Estep 
Score: -8042742.000000 Penalty: 5517.317383
	Iteration 15Q: 3 clusters Score -8042742 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 65097 members 
Entering Unmasked Estep 
Score: -8042803.000000 Penalty: 5517.317383
	Iteration 16Q: 3 clusters Score -8042803 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 65228 members 
Entering Unmasked Estep 
Score: -8042825.000000 Penalty: 5517.317383
	Iteration 17Q: 3 clusters Score -8042825 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 65340 members 
Entering Unmasked Estep 
Score: -8042861.500000 Penalty: 5517.317383
	Iteration 18Q: 3 clusters Score -8042862 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 65427 members 
Entering Unmasked Estep 
Score: -8042915.000000 Penalty: 5517.317383
	Iteration 19Q: 3 clusters Score -8042915 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 65505 members 
Entering Unmasked Estep 
Score: -8042965.000000 Penalty: 5517.317383
	Iteration 20F: 3 clusters Score -8042965 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 65563 members 
Entering Unmasked Estep 
Score: -8042973.500000 Penalty: 5517.317383
	Iteration 21Q: 3 clusters Score -8042974 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -8042988.000000 Penalty: 5517.317383
	Iteration 22Q: 3 clusters Score -8042988 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 65673 members 
Entering Unmasked Estep 
Score: -8042998.500000 Penalty: 5517.317383
	Iteration 23Q: 3 clusters Score -8042998 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 65718 members 
Entering Unmasked Estep 
Score: -8043007.500000 Penalty: 5517.317383
	Iteration 24Q: 3 clusters Score -8043008 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -8043026.500000 Penalty: 5517.317383
	Iteration 25Q: 3 clusters Score -8043026 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -8043022.000000 Penalty: 5517.317383
	Iteration 26Q: 3 clusters Score -8043022 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 65825 members 
Entering Unmasked Estep 
Score: -8043034.000000 Penalty: 5517.317383
	Iteration 27Q: 3 clusters Score -8043034 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -8043052.000000 Penalty: 5517.317383
	Iteration 28Q: 3 clusters Score -8043052 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 65909 members 
Entering Unmasked Estep 
Score: -8043079.500000 Penalty: 5517.317383
	Iteration 29Q: 3 clusters Score -8043080 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -8043084.500000 Penalty: 5517.317383
	Iteration 30Q: 3 clusters Score -8043084 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 65978 members 
Entering Unmasked Estep 
Score: -8043102.500000 Penalty: 5517.317383
	Iteration 31Q: 3 clusters Score -8043102 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 66012 members 
Entering Unmasked Estep 
Score: -8043130.000000 Penalty: 5517.317383
	Iteration 32Q: 3 clusters Score -8043130 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 66030 members 
Entering Unmasked Estep 
Score: -8043130.500000 Penalty: 5517.317383
	Iteration 33Q: 3 clusters Score -8043130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 66047 members 
Entering Unmasked Estep 
Score: -8043143.500000 Penalty: 5517.317383
	Iteration 34Q: 3 clusters Score -8043144 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -8043153.000000 Penalty: 5517.317383
	Iteration 35Q: 3 clusters Score -8043153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 66082 members 
Entering Unmasked Estep 
Score: -8043151.000000 Penalty: 5517.317383
	Iteration 36Q: 3 clusters Score -8043151 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 66093 members 
Entering Unmasked Estep 
Score: -8043146.000000 Penalty: 5517.317383
	Iteration 37Q: 3 clusters Score -8043146 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 66106 members 
Entering Unmasked Estep 
Score: -8043144.500000 Penalty: 5517.317383
	Iteration 38Q: 3 clusters Score -8043144 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 66118 members 
Entering Unmasked Estep 
Score: -8043145.500000 Penalty: 5517.317383
	Iteration 39Q: 3 clusters Score -8043146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 66126 members 
Entering Unmasked Estep 
Score: -8043146.500000 Penalty: 5517.317383
	Iteration 40F: 3 clusters Score -8043146 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 66134 members 
Entering Unmasked Estep 
Score: -8043151.000000 Penalty: 5517.317383
	Iteration 41Q: 3 clusters Score -8043151 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 66140 members 
Entering Unmasked Estep 
Score: -8043150.500000 Penalty: 5517.317383
	Iteration 42Q: 3 clusters Score -8043150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -8043148.000000 Penalty: 5517.317383
	Iteration 43Q: 3 clusters Score -8043148 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 66142 members 
Entering Unmasked Estep 
Score: -8043148.000000 Penalty: 5517.317383
	Iteration 44F: 3 clusters Score -8043148 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (17002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17002 members 
Entering Unmasked Estep 
Score: -1914365.375000 Penalty: 2415.789307
	Iteration 0F: 2 clusters Score -1914365 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -1902196.250000 Penalty: 4831.578613
	Iteration 0F: 3 clusters Score -1902196 nChanged 7379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 7995 members 
Entering Unmasked Estep 
Score: -1906188.750000 Penalty: 4831.578613
	Iteration 1F: 3 clusters Score -1906189 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -1906592.500000 Penalty: 4831.578613
	Iteration 2F: 3 clusters Score -1906592 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -1906931.125000 Penalty: 4831.578613
	Iteration 3Q: 3 clusters Score -1906931 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9855 members 
Mstep: Class 2 contains 7147 members 
Entering Unmasked Estep 
Score: -1907234.875000 Penalty: 4831.578613
	Iteration 4Q: 3 clusters Score -1907235 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 6720 members 
Entering Unmasked Estep 
Score: -1907536.375000 Penalty: 4831.578613
	Iteration 5Q: 3 clusters Score -1907536 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10852 members 
Mstep: Class 2 contains 6150 members 
Entering Unmasked Estep 
Score: -1907905.125000 Penalty: 4831.578613
	Iteration 6Q: 3 clusters Score -1907905 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11525 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1908365.750000 Penalty: 4831.578613
	Iteration 7Q: 3 clusters Score -1908366 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1908933.625000 Penalty: 4831.578613
	Iteration 8Q: 3 clusters Score -1908934 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -1909515.875000 Penalty: 4831.578613
	Iteration 9Q: 3 clusters Score -1909516 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1910088.125000 Penalty: 4831.578613
	Iteration 10Q: 3 clusters Score -1910088 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14611 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1910635.250000 Penalty: 4831.578613
	Iteration 11Q: 3 clusters Score -1910635 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -1911114.250000 Penalty: 4831.578613
	Iteration 12Q: 3 clusters Score -1911114 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1911544.375000 Penalty: 4831.578613
	Iteration 13Q: 3 clusters Score -1911544 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -1911817.625000 Penalty: 4831.578613
	Iteration 14Q: 3 clusters Score -1911818 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -1911970.125000 Penalty: 4831.578613
	Iteration 15Q: 3 clusters Score -1911970 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -1912071.000000 Penalty: 4831.578613
	Iteration 16Q: 3 clusters Score -1912071 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16374 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1912133.375000 Penalty: 4831.578613
	Iteration 17Q: 3 clusters Score -1912133 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16427 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -1912187.125000 Penalty: 4831.578613
	Iteration 18Q: 3 clusters Score -1912187 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16468 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1912238.750000 Penalty: 4831.578613
	Iteration 19Q: 3 clusters Score -1912239 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -1912269.500000 Penalty: 4831.578613
	Iteration 20F: 3 clusters Score -1912270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16512 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1912288.375000 Penalty: 4831.578613
	Iteration 21Q: 3 clusters Score -1912288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1912298.750000 Penalty: 4831.578613
	Iteration 22Q: 3 clusters Score -1912299 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -1912302.875000 Penalty: 4831.578613
	Iteration 23Q: 3 clusters Score -1912303 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -1912304.750000 Penalty: 4831.578613
	Iteration 24Q: 3 clusters Score -1912305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16539 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1912308.625000 Penalty: 4831.578613
	Iteration 25Q: 3 clusters Score -1912309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16541 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1912307.500000 Penalty: 4831.578613
	Iteration 26Q: 3 clusters Score -1912308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1912306.000000 Penalty: 4831.578613
	Iteration 27Q: 3 clusters Score -1912306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1912309.500000 Penalty: 4831.578613
	Iteration 28Q: 3 clusters Score -1912310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1912311.500000 Penalty: 4831.578613
	Iteration 29Q: 3 clusters Score -1912312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1912312.375000 Penalty: 4831.578613
	Iteration 30Q: 3 clusters Score -1912312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1912311.625000 Penalty: 4831.578613
	Iteration 31Q: 3 clusters Score -1912312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16551 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -1912313.250000 Penalty: 4831.578613
	Iteration 32Q: 3 clusters Score -1912313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1912316.625000 Penalty: 4831.578613
	Iteration 33Q: 3 clusters Score -1912317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1912316.625000 Penalty: 4831.578613
	Iteration 34F: 3 clusters Score -1912317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (10204 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Entering Unmasked Estep 
Score: -1141950.000000 Penalty: 2289.172852
	Iteration 0F: 2 clusters Score -1141950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1134179.000000 Penalty: 4578.345703
	Iteration 0F: 3 clusters Score -1134179 nChanged 4216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1136469.750000 Penalty: 4578.345703
	Iteration 1F: 3 clusters Score -1136470 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -1136764.750000 Penalty: 4578.345703
	Iteration 2F: 3 clusters Score -1136765 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1136969.000000 Penalty: 4578.345703
	Iteration 3Q: 3 clusters Score -1136969 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5982 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1137112.250000 Penalty: 4578.345703
	Iteration 4Q: 3 clusters Score -1137112 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6212 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1137256.125000 Penalty: 4578.345703
	Iteration 5Q: 3 clusters Score -1137256 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -1137404.125000 Penalty: 4578.345703
	Iteration 6Q: 3 clusters Score -1137404 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1137598.375000 Penalty: 4578.345703
	Iteration 7Q: 3 clusters Score -1137598 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1137839.625000 Penalty: 4578.345703
	Iteration 8Q: 3 clusters Score -1137840 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -1138172.000000 Penalty: 4578.345703
	Iteration 9Q: 3 clusters Score -1138172 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1138593.500000 Penalty: 4578.345703
	Iteration 10Q: 3 clusters Score -1138594 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1139035.500000 Penalty: 4578.345703
	Iteration 11F: 3 clusters Score -1139036 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -1139411.000000 Penalty: 4578.345703
	Iteration 12Q: 3 clusters Score -1139411 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1139762.625000 Penalty: 4578.345703
	Iteration 13Q: 3 clusters Score -1139763 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -1140042.250000 Penalty: 4578.345703
	Iteration 14Q: 3 clusters Score -1140042 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -1140235.125000 Penalty: 4578.345703
	Iteration 15Q: 3 clusters Score -1140235 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -1140333.750000 Penalty: 4578.345703
	Iteration 16Q: 3 clusters Score -1140334 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -1140420.875000 Penalty: 4578.345703
	Iteration 17Q: 3 clusters Score -1140421 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -1140496.000000 Penalty: 4578.345703
	Iteration 18Q: 3 clusters Score -1140496 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1140557.625000 Penalty: 4578.345703
	Iteration 19Q: 3 clusters Score -1140558 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -1140611.250000 Penalty: 4578.345703
	Iteration 20F: 3 clusters Score -1140611 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -1140652.375000 Penalty: 4578.345703
	Iteration 21Q: 3 clusters Score -1140652 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1140677.750000 Penalty: 4578.345703
	Iteration 22Q: 3 clusters Score -1140678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -1140697.875000 Penalty: 4578.345703
	Iteration 23Q: 3 clusters Score -1140698 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1140717.000000 Penalty: 4578.345703
	Iteration 24Q: 3 clusters Score -1140717 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1140733.750000 Penalty: 4578.345703
	Iteration 25Q: 3 clusters Score -1140734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -1140744.750000 Penalty: 4578.345703
	Iteration 26Q: 3 clusters Score -1140745 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -1140751.250000 Penalty: 4578.345703
	Iteration 27Q: 3 clusters Score -1140751 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1140757.250000 Penalty: 4578.345703
	Iteration 28Q: 3 clusters Score -1140757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -1140759.375000 Penalty: 4578.345703
	Iteration 29Q: 3 clusters Score -1140759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -1140765.125000 Penalty: 4578.345703
	Iteration 30Q: 3 clusters Score -1140765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1140771.875000 Penalty: 4578.345703
	Iteration 31Q: 3 clusters Score -1140772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9462 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -1140778.000000 Penalty: 4578.345703
	Iteration 32Q: 3 clusters Score -1140778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -1140784.500000 Penalty: 4578.345703
	Iteration 33Q: 3 clusters Score -1140784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1140786.125000 Penalty: 4578.345703
	Iteration 34Q: 3 clusters Score -1140786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -1140786.875000 Penalty: 4578.345703
	Iteration 35Q: 3 clusters Score -1140787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1140790.125000 Penalty: 4578.345703
	Iteration 36Q: 3 clusters Score -1140790 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9480 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -1140789.125000 Penalty: 4578.345703
	Iteration 37Q: 3 clusters Score -1140789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1140791.000000 Penalty: 4578.345703
	Iteration 38Q: 3 clusters Score -1140791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9481 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -1140791.000000 Penalty: 4578.345703
	Iteration 39F: 3 clusters Score -1140791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (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: -49417.375000 Penalty: 1532.130127
	Iteration 0F: 2 clusters Score -49417.38 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -47903.718750 Penalty: 3064.260254
	Iteration 0F: 3 clusters Score -47903.72 nChanged 81
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: -48072.683594 Penalty: 3064.260254
	Iteration 1F: 3 clusters Score -48072.68 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -48118.859375 Penalty: 3064.260254
	Iteration 2Q: 3 clusters Score -48118.86 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48131.074219 Penalty: 3064.260254
	Iteration 3Q: 3 clusters Score -48131.07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -48131.074219 Penalty: 3064.260254
	Iteration 4F: 3 clusters Score -48131.07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Entering Unmasked Estep 
Score: -44624.062500 Penalty: 1504.394897
	Iteration 0F: 2 clusters Score -44624.06 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 226 members 
Entering Unmasked Estep 
Score: -43152.097656 Penalty: 3008.789795
	Iteration 0F: 3 clusters Score -43152.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -43300.699219 Penalty: 3008.789795
	Iteration 1F: 3 clusters Score -43300.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -43363.046875 Penalty: 3008.789795
	Iteration 2F: 3 clusters Score -43363.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -43385.593750 Penalty: 3008.789795
	Iteration 3Q: 3 clusters Score -43385.59 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -43397.906250 Penalty: 3008.789795
	Iteration 4Q: 3 clusters Score -43397.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43405.636719 Penalty: 3008.789795
	Iteration 5Q: 3 clusters Score -43405.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -43405.636719 Penalty: 3008.789795
	Iteration 6F: 3 clusters Score -43405.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (184380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184380 members 
Entering Unmasked Estep 
Score: -21757018.000000 Penalty: 3006.938965
	Iteration 0F: 2 clusters Score -2.175702e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92412 members 
Mstep: Class 2 contains 91968 members 
Entering Unmasked Estep 
Score: -21634896.000000 Penalty: 6013.877930
	Iteration 0F: 3 clusters Score -2.16349e+07 nChanged 88456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95394 members 
Mstep: Class 2 contains 88986 members 
Entering Unmasked Estep 
Score: -21686362.000000 Penalty: 6013.877930
	Iteration 1F: 3 clusters Score -2.168636e+07 nChanged 5145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97153 members 
Mstep: Class 2 contains 87227 members 
Entering Unmasked Estep 
Score: -21687448.000000 Penalty: 6013.877930
	Iteration 2Q: 3 clusters Score -2.168745e+07 nChanged 5695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99836 members 
Mstep: Class 2 contains 84544 members 
Entering Unmasked Estep 
Score: -21688990.000000 Penalty: 6013.877930
	Iteration 3Q: 3 clusters Score -2.168899e+07 nChanged 6712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103852 members 
Mstep: Class 2 contains 80528 members 
Entering Unmasked Estep 
Score: -21691288.000000 Penalty: 6013.877930
	Iteration 4Q: 3 clusters Score -2.169129e+07 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109870 members 
Mstep: Class 2 contains 74510 members 
Entering Unmasked Estep 
Score: -21694870.000000 Penalty: 6013.877930
	Iteration 5Q: 3 clusters Score -2.169487e+07 nChanged 10453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118559 members 
Mstep: Class 2 contains 65821 members 
Entering Unmasked Estep 
Score: -21700890.000000 Penalty: 6013.877930
	Iteration 6F: 3 clusters Score -2.170089e+07 nChanged 12928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130219 members 
Mstep: Class 2 contains 54161 members 
Entering Unmasked Estep 
Score: -21710650.000000 Penalty: 6013.877930
	Iteration 7F: 3 clusters Score -2.171065e+07 nChanged 14196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143541 members 
Mstep: Class 2 contains 40839 members 
Entering Unmasked Estep 
Score: -21722608.000000 Penalty: 6013.877930
	Iteration 8F: 3 clusters Score -2.172261e+07 nChanged 12911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155914 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -21734418.000000 Penalty: 6013.877930
	Iteration 9F: 3 clusters Score -2.173442e+07 nChanged 9025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164397 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -21742204.000000 Penalty: 6013.877930
	Iteration 10Q: 3 clusters Score -2.17422e+07 nChanged 5573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169224 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -21746436.000000 Penalty: 6013.877930
	Iteration 11Q: 3 clusters Score -2.174644e+07 nChanged 3448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172090 members 
Mstep: Class 2 contains 12290 members 
Entering Unmasked Estep 
Score: -21748746.000000 Penalty: 6013.877930
	Iteration 12Q: 3 clusters Score -2.174875e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174012 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -21750128.000000 Penalty: 6013.877930
	Iteration 13Q: 3 clusters Score -2.175013e+07 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175379 members 
Mstep: Class 2 contains 9001 members 
Entering Unmasked Estep 
Score: -21750928.000000 Penalty: 6013.877930
	Iteration 14Q: 3 clusters Score -2.175093e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176512 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -21751504.000000 Penalty: 6013.877930
	Iteration 15Q: 3 clusters Score -2.17515e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177456 members 
Mstep: Class 2 contains 6924 members 
Entering Unmasked Estep 
Score: -21751946.000000 Penalty: 6013.877930
	Iteration 16Q: 3 clusters Score -2.175195e+07 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178256 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -21752334.000000 Penalty: 6013.877930
	Iteration 17Q: 3 clusters Score -2.175233e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178952 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -21752640.000000 Penalty: 6013.877930
	Iteration 18Q: 3 clusters Score -2.175264e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179556 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -21752876.000000 Penalty: 6013.877930
	Iteration 19Q: 3 clusters Score -2.175288e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180042 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -21753120.000000 Penalty: 6013.877930
	Iteration 20F: 3 clusters Score -2.175312e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180419 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -21753254.000000 Penalty: 6013.877930
	Iteration 21Q: 3 clusters Score -2.175325e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180756 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -21753460.000000 Penalty: 6013.877930
	Iteration 22Q: 3 clusters Score -2.175346e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181055 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -21753572.000000 Penalty: 6013.877930
	Iteration 23Q: 3 clusters Score -2.175357e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181313 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -21753728.000000 Penalty: 6013.877930
	Iteration 24Q: 3 clusters Score -2.175373e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181546 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -21753788.000000 Penalty: 6013.877930
	Iteration 25Q: 3 clusters Score -2.175379e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181733 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -21753864.000000 Penalty: 6013.877930
	Iteration 26Q: 3 clusters Score -2.175386e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181925 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -21753944.000000 Penalty: 6013.877930
	Iteration 27Q: 3 clusters Score -2.175394e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182066 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -21754034.000000 Penalty: 6013.877930
	Iteration 28Q: 3 clusters Score -2.175403e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182183 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -21754080.000000 Penalty: 6013.877930
	Iteration 29Q: 3 clusters Score -2.175408e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182268 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -21754124.000000 Penalty: 6013.877930
	Iteration 30Q: 3 clusters Score -2.175412e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182356 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -21754178.000000 Penalty: 6013.877930
	Iteration 31Q: 3 clusters Score -2.175418e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182427 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -21754230.000000 Penalty: 6013.877930
	Iteration 32Q: 3 clusters Score -2.175423e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182494 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -21754266.000000 Penalty: 6013.877930
	Iteration 33Q: 3 clusters Score -2.175427e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182551 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -21754268.000000 Penalty: 6013.877930
	Iteration 34Q: 3 clusters Score -2.175427e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182603 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -21754254.000000 Penalty: 6013.877930
	Iteration 35Q: 3 clusters Score -2.175425e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182652 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -21754254.000000 Penalty: 6013.877930
	Iteration 36Q: 3 clusters Score -2.175425e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182705 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -21754298.000000 Penalty: 6013.877930
	Iteration 37Q: 3 clusters Score -2.17543e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182754 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -21754316.000000 Penalty: 6013.877930
	Iteration 38Q: 3 clusters Score -2.175432e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182777 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -21754350.000000 Penalty: 6013.877930
	Iteration 39Q: 3 clusters Score -2.175435e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182798 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -21754356.000000 Penalty: 6013.877930
	Iteration 40F: 3 clusters Score -2.175436e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182827 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -21754344.000000 Penalty: 6013.877930
	Iteration 41Q: 3 clusters Score -2.175434e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182849 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -21754344.000000 Penalty: 6013.877930
	Iteration 42Q: 3 clusters Score -2.175434e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182874 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -21754362.000000 Penalty: 6013.877930
	Iteration 43Q: 3 clusters Score -2.175436e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182892 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -21754366.000000 Penalty: 6013.877930
	Iteration 44Q: 3 clusters Score -2.175437e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182917 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -21754368.000000 Penalty: 6013.877930
	Iteration 45Q: 3 clusters Score -2.175437e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182935 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -21754358.000000 Penalty: 6013.877930
	Iteration 46Q: 3 clusters Score -2.175436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182946 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -21754352.000000 Penalty: 6013.877930
	Iteration 47Q: 3 clusters Score -2.175435e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182958 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -21754358.000000 Penalty: 6013.877930
	Iteration 48Q: 3 clusters Score -2.175436e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182967 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -21754358.000000 Penalty: 6013.877930
	Iteration 49Q: 3 clusters Score -2.175436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182977 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -21754356.000000 Penalty: 6013.877930
	Iteration 50Q: 3 clusters Score -2.175436e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182985 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -21754364.000000 Penalty: 6013.877930
	Iteration 51Q: 3 clusters Score -2.175436e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182990 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -21754354.000000 Penalty: 6013.877930
	Iteration 52Q: 3 clusters Score -2.175435e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182996 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -21754368.000000 Penalty: 6013.877930
	Iteration 53Q: 3 clusters Score -2.175437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182996 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -21754350.000000 Penalty: 6013.877930
	Iteration 54Q: 3 clusters Score -2.175435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183001 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -21754356.000000 Penalty: 6013.877930
	Iteration 55Q: 3 clusters Score -2.175436e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183002 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -21754354.000000 Penalty: 6013.877930
	Iteration 56Q: 3 clusters Score -2.175435e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183007 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -21754356.000000 Penalty: 6013.877930
	Iteration 57Q: 3 clusters Score -2.175436e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183011 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -21754366.000000 Penalty: 6013.877930
	Iteration 58Q: 3 clusters Score -2.175437e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183017 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -21754370.000000 Penalty: 6013.877930
	Iteration 59Q: 3 clusters Score -2.175437e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183022 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -21754370.000000 Penalty: 6013.877930
	Iteration 60F: 3 clusters Score -2.175437e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183031 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -21754368.000000 Penalty: 6013.877930
	Iteration 61Q: 3 clusters Score -2.175437e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183039 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -21754362.000000 Penalty: 6013.877930
	Iteration 62Q: 3 clusters Score -2.175436e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183048 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -21754376.000000 Penalty: 6013.877930
	Iteration 63Q: 3 clusters Score -2.175438e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183056 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -21754372.000000 Penalty: 6013.877930
	Iteration 64Q: 3 clusters Score -2.175437e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183061 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -21754352.000000 Penalty: 6013.877930
	Iteration 65Q: 3 clusters Score -2.175435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183064 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -21754354.000000 Penalty: 6013.877930
	Iteration 66Q: 3 clusters Score -2.175435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183064 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -21754366.000000 Penalty: 6013.877930
	Iteration 67Q: 3 clusters Score -2.175437e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183065 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -21754366.000000 Penalty: 6013.877930
	Iteration 68Q: 3 clusters Score -2.175437e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183069 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -21754356.000000 Penalty: 6013.877930
	Iteration 69Q: 3 clusters Score -2.175436e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183072 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -21754368.000000 Penalty: 6013.877930
	Iteration 70Q: 3 clusters Score -2.175437e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183074 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -21754354.000000 Penalty: 6013.877930
	Iteration 71Q: 3 clusters Score -2.175435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183075 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -21754354.000000 Penalty: 6013.877930
	Iteration 72Q: 3 clusters Score -2.175435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183077 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -21754344.000000 Penalty: 6013.877930
	Iteration 73Q: 3 clusters Score -2.175434e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183077 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -21754344.000000 Penalty: 6013.877930
	Iteration 74F: 3 clusters Score -2.175434e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (167294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167294 members 
Entering Unmasked Estep 
Score: -19720834.000000 Penalty: 2982.822021
	Iteration 0F: 2 clusters Score -1.972083e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83765 members 
Mstep: Class 2 contains 83529 members 
Entering Unmasked Estep 
Score: -19610284.000000 Penalty: 5965.644043
	Iteration 0F: 3 clusters Score -1.961028e+07 nChanged 79903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85198 members 
Mstep: Class 2 contains 82096 members 
Entering Unmasked Estep 
Score: -19656656.000000 Penalty: 5965.644043
	Iteration 1F: 3 clusters Score -1.965666e+07 nChanged 4729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86021 members 
Mstep: Class 2 contains 81273 members 
Entering Unmasked Estep 
Score: -19657516.000000 Penalty: 5965.644043
	Iteration 2Q: 3 clusters Score -1.965752e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87441 members 
Mstep: Class 2 contains 79853 members 
Entering Unmasked Estep 
Score: -19658674.000000 Penalty: 5965.644043
	Iteration 3Q: 3 clusters Score -1.965867e+07 nChanged 5481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89670 members 
Mstep: Class 2 contains 77624 members 
Entering Unmasked Estep 
Score: -19660310.000000 Penalty: 5965.644043
	Iteration 4Q: 3 clusters Score -1.966031e+07 nChanged 6426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93020 members 
Mstep: Class 2 contains 74274 members 
Entering Unmasked Estep 
Score: -19662818.000000 Penalty: 5965.644043
	Iteration 5Q: 3 clusters Score -1.966282e+07 nChanged 7846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97906 members 
Mstep: Class 2 contains 69388 members 
Entering Unmasked Estep 
Score: -19666622.000000 Penalty: 5965.644043
	Iteration 6Q: 3 clusters Score -1.966662e+07 nChanged 9476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104256 members 
Mstep: Class 2 contains 63038 members 
Entering Unmasked Estep 
Score: -19672700.000000 Penalty: 5965.644043
	Iteration 7F: 3 clusters Score -1.96727e+07 nChanged 10720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111638 members 
Mstep: Class 2 contains 55656 members 
Entering Unmasked Estep 
Score: -19681418.000000 Penalty: 5965.644043
	Iteration 8F: 3 clusters Score -1.968142e+07 nChanged 11089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118821 members 
Mstep: Class 2 contains 48473 members 
Entering Unmasked Estep 
Score: -19690990.000000 Penalty: 5965.644043
	Iteration 9F: 3 clusters Score -1.969099e+07 nChanged 9475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124286 members 
Mstep: Class 2 contains 43008 members 
Entering Unmasked Estep 
Score: -19698082.000000 Penalty: 5965.644043
	Iteration 10F: 3 clusters Score -1.969808e+07 nChanged 6769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128363 members 
Mstep: Class 2 contains 38931 members 
Entering Unmasked Estep 
Score: -19701634.000000 Penalty: 5965.644043
	Iteration 11Q: 3 clusters Score -1.970163e+07 nChanged 4354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131685 members 
Mstep: Class 2 contains 35609 members 
Entering Unmasked Estep 
Score: -19703614.000000 Penalty: 5965.644043
	Iteration 12Q: 3 clusters Score -1.970361e+07 nChanged 3380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134833 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -19704986.000000 Penalty: 5965.644043
	Iteration 13Q: 3 clusters Score -1.970499e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137829 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -19706320.000000 Penalty: 5965.644043
	Iteration 14Q: 3 clusters Score -1.970632e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140788 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -19707606.000000 Penalty: 5965.644043
	Iteration 15Q: 3 clusters Score -1.970761e+07 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143684 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -19708930.000000 Penalty: 5965.644043
	Iteration 16Q: 3 clusters Score -1.970893e+07 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146297 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -19710162.000000 Penalty: 5965.644043
	Iteration 17Q: 3 clusters Score -1.971016e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148681 members 
Mstep: Class 2 contains 18613 members 
Entering Unmasked Estep 
Score: -19711410.000000 Penalty: 5965.644043
	Iteration 18Q: 3 clusters Score -1.971141e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150810 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -19712560.000000 Penalty: 5965.644043
	Iteration 19Q: 3 clusters Score -1.971256e+07 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152726 members 
Mstep: Class 2 contains 14568 members 
Entering Unmasked Estep 
Score: -19713532.000000 Penalty: 5965.644043
	Iteration 20F: 3 clusters Score -1.971353e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154437 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -19714506.000000 Penalty: 5965.644043
	Iteration 21Q: 3 clusters Score -1.971451e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155902 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -19715290.000000 Penalty: 5965.644043
	Iteration 22Q: 3 clusters Score -1.971529e+07 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157172 members 
Mstep: Class 2 contains 10122 members 
Entering Unmasked Estep 
Score: -19715918.000000 Penalty: 5965.644043
	Iteration 23Q: 3 clusters Score -1.971592e+07 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158222 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -19716328.000000 Penalty: 5965.644043
	Iteration 24Q: 3 clusters Score -1.971633e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159123 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -19716704.000000 Penalty: 5965.644043
	Iteration 25Q: 3 clusters Score -1.97167e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159901 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -19716970.000000 Penalty: 5965.644043
	Iteration 26Q: 3 clusters Score -1.971697e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160576 members 
Mstep: Class 2 contains 6718 members 
Entering Unmasked Estep 
Score: -19717202.000000 Penalty: 5965.644043
	Iteration 27Q: 3 clusters Score -1.97172e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161153 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -19717336.000000 Penalty: 5965.644043
	Iteration 28Q: 3 clusters Score -1.971734e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161647 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -19717490.000000 Penalty: 5965.644043
	Iteration 29Q: 3 clusters Score -1.971749e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162071 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -19717590.000000 Penalty: 5965.644043
	Iteration 30Q: 3 clusters Score -1.971759e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162430 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -19717670.000000 Penalty: 5965.644043
	Iteration 31Q: 3 clusters Score -1.971767e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162740 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -19717740.000000 Penalty: 5965.644043
	Iteration 32Q: 3 clusters Score -1.971774e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163037 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -19717808.000000 Penalty: 5965.644043
	Iteration 33Q: 3 clusters Score -1.971781e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163285 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -19717840.000000 Penalty: 5965.644043
	Iteration 34Q: 3 clusters Score -1.971784e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163499 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -19717866.000000 Penalty: 5965.644043
	Iteration 35Q: 3 clusters Score -1.971787e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163678 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -19717910.000000 Penalty: 5965.644043
	Iteration 36Q: 3 clusters Score -1.971791e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163833 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -19717980.000000 Penalty: 5965.644043
	Iteration 37Q: 3 clusters Score -1.971798e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163973 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -19717966.000000 Penalty: 5965.644043
	Iteration 38Q: 3 clusters Score -1.971797e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164103 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -19717976.000000 Penalty: 5965.644043
	Iteration 39Q: 3 clusters Score -1.971798e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164217 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -19718020.000000 Penalty: 5965.644043
	Iteration 40F: 3 clusters Score -1.971802e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164343 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -19718008.000000 Penalty: 5965.644043
	Iteration 41Q: 3 clusters Score -1.971801e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164470 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -19718076.000000 Penalty: 5965.644043
	Iteration 42Q: 3 clusters Score -1.971808e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164567 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -19718098.000000 Penalty: 5965.644043
	Iteration 43Q: 3 clusters Score -1.97181e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164645 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -19718132.000000 Penalty: 5965.644043
	Iteration 44Q: 3 clusters Score -1.971813e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164725 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -19718186.000000 Penalty: 5965.644043
	Iteration 45Q: 3 clusters Score -1.971819e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164796 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -19718194.000000 Penalty: 5965.644043
	Iteration 46Q: 3 clusters Score -1.971819e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164847 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -19718216.000000 Penalty: 5965.644043
	Iteration 47Q: 3 clusters Score -1.971822e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164897 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -19718216.000000 Penalty: 5965.644043
	Iteration 48Q: 3 clusters Score -1.971822e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164938 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -19718236.000000 Penalty: 5965.644043
	Iteration 49Q: 3 clusters Score -1.971824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164974 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -19718242.000000 Penalty: 5965.644043
	Iteration 50Q: 3 clusters Score -1.971824e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165006 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -19718236.000000 Penalty: 5965.644043
	Iteration 51Q: 3 clusters Score -1.971824e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165035 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -19718244.000000 Penalty: 5965.644043
	Iteration 52Q: 3 clusters Score -1.971824e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165061 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -19718262.000000 Penalty: 5965.644043
	Iteration 53Q: 3 clusters Score -1.971826e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165083 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -19718266.000000 Penalty: 5965.644043
	Iteration 54Q: 3 clusters Score -1.971827e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165108 members 
Mstep: Class 2 contains 2186 members 
Entering Unmasked Estep 
Score: -19718260.000000 Penalty: 5965.644043
	Iteration 55Q: 3 clusters Score -1.971826e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165138 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -19718284.000000 Penalty: 5965.644043
	Iteration 56Q: 3 clusters Score -1.971828e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165171 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -19718306.000000 Penalty: 5965.644043
	Iteration 57Q: 3 clusters Score -1.971831e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165193 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -19718308.000000 Penalty: 5965.644043
	Iteration 58Q: 3 clusters Score -1.971831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165214 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -19718312.000000 Penalty: 5965.644043
	Iteration 59Q: 3 clusters Score -1.971831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165235 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -19718300.000000 Penalty: 5965.644043
	Iteration 60F: 3 clusters Score -1.97183e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165256 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -19718294.000000 Penalty: 5965.644043
	Iteration 61Q: 3 clusters Score -1.971829e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165265 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -19718290.000000 Penalty: 5965.644043
	Iteration 62Q: 3 clusters Score -1.971829e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165274 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -19718306.000000 Penalty: 5965.644043
	Iteration 63Q: 3 clusters Score -1.971831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165291 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -19718314.000000 Penalty: 5965.644043
	Iteration 64Q: 3 clusters Score -1.971831e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165310 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -19718354.000000 Penalty: 5965.644043
	Iteration 65Q: 3 clusters Score -1.971835e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165329 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -19718358.000000 Penalty: 5965.644043
	Iteration 66Q: 3 clusters Score -1.971836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165344 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -19718356.000000 Penalty: 5965.644043
	Iteration 67Q: 3 clusters Score -1.971836e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165357 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -19718354.000000 Penalty: 5965.644043
	Iteration 68Q: 3 clusters Score -1.971835e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165365 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -19718356.000000 Penalty: 5965.644043
	Iteration 69Q: 3 clusters Score -1.971836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165373 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -19718360.000000 Penalty: 5965.644043
	Iteration 70Q: 3 clusters Score -1.971836e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165382 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -19718352.000000 Penalty: 5965.644043
	Iteration 71Q: 3 clusters Score -1.971835e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165392 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -19718352.000000 Penalty: 5965.644043
	Iteration 72Q: 3 clusters Score -1.971835e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165397 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -19718374.000000 Penalty: 5965.644043
	Iteration 73Q: 3 clusters Score -1.971837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165403 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -19718362.000000 Penalty: 5965.644043
	Iteration 74Q: 3 clusters Score -1.971836e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165405 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -19718380.000000 Penalty: 5965.644043
	Iteration 75Q: 3 clusters Score -1.971838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165412 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -19718378.000000 Penalty: 5965.644043
	Iteration 76Q: 3 clusters Score -1.971838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165419 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -19718376.000000 Penalty: 5965.644043
	Iteration 77Q: 3 clusters Score -1.971838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165427 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -19718382.000000 Penalty: 5965.644043
	Iteration 78Q: 3 clusters Score -1.971838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165430 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -19718372.000000 Penalty: 5965.644043
	Iteration 79Q: 3 clusters Score -1.971837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165435 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -19718366.000000 Penalty: 5965.644043
	Iteration 80F: 3 clusters Score -1.971837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165441 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -19718364.000000 Penalty: 5965.644043
	Iteration 81Q: 3 clusters Score -1.971836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165447 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -19718380.000000 Penalty: 5965.644043
	Iteration 82Q: 3 clusters Score -1.971838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165454 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -19718390.000000 Penalty: 5965.644043
	Iteration 83Q: 3 clusters Score -1.971839e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165457 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -19718392.000000 Penalty: 5965.644043
	Iteration 84Q: 3 clusters Score -1.971839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165461 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -19718390.000000 Penalty: 5965.644043
	Iteration 85Q: 3 clusters Score -1.971839e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165462 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19718388.000000 Penalty: 5965.644043
	Iteration 86Q: 3 clusters Score -1.971839e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165462 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -19718388.000000 Penalty: 5965.644043
	Iteration 87F: 3 clusters Score -1.971839e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8446 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Entering Unmasked Estep 
Score: -769829.750000 Penalty: 2242.279297
	Iteration 0F: 2 clusters Score -769829.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -763125.125000 Penalty: 4484.558594
	Iteration 0F: 3 clusters Score -763125.1 nChanged 3461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -764974.625000 Penalty: 4484.558594
	Iteration 1F: 3 clusters Score -764974.6 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -765290.312500 Penalty: 4484.558594
	Iteration 2F: 3 clusters Score -765290.3 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4563 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -765532.375000 Penalty: 4484.558594
	Iteration 3F: 3 clusters Score -765532.4 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -765746.500000 Penalty: 4484.558594
	Iteration 4Q: 3 clusters Score -765746.5 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -765976.062500 Penalty: 4484.558594
	Iteration 5Q: 3 clusters Score -765976.1 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -766221.625000 Penalty: 4484.558594
	Iteration 6Q: 3 clusters Score -766221.6 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -766436.750000 Penalty: 4484.558594
	Iteration 7Q: 3 clusters Score -766436.8 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -766676.500000 Penalty: 4484.558594
	Iteration 8Q: 3 clusters Score -766676.5 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -766899.500000 Penalty: 4484.558594
	Iteration 9Q: 3 clusters Score -766899.5 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -767124.875000 Penalty: 4484.558594
	Iteration 10Q: 3 clusters Score -767124.9 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -767341.937500 Penalty: 4484.558594
	Iteration 11Q: 3 clusters Score -767341.9 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -767518.500000 Penalty: 4484.558594
	Iteration 12Q: 3 clusters Score -767518.5 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -767654.937500 Penalty: 4484.558594
	Iteration 13Q: 3 clusters Score -767654.9 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -767762.750000 Penalty: 4484.558594
	Iteration 14Q: 3 clusters Score -767762.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -767862.937500 Penalty: 4484.558594
	Iteration 15Q: 3 clusters Score -767862.9 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6415 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -767963.187500 Penalty: 4484.558594
	Iteration 16Q: 3 clusters Score -767963.2 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -768041.375000 Penalty: 4484.558594
	Iteration 17Q: 3 clusters Score -768041.4 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -768106.937500 Penalty: 4484.558594
	Iteration 18Q: 3 clusters Score -768106.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -768158.875000 Penalty: 4484.558594
	Iteration 19Q: 3 clusters Score -768158.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -768207.625000 Penalty: 4484.558594
	Iteration 20F: 3 clusters Score -768207.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -768240.062500 Penalty: 4484.558594
	Iteration 21Q: 3 clusters Score -768240.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -768267.687500 Penalty: 4484.558594
	Iteration 22Q: 3 clusters Score -768267.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6916 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -768290.187500 Penalty: 4484.558594
	Iteration 23Q: 3 clusters Score -768290.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6952 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -768308.625000 Penalty: 4484.558594
	Iteration 24Q: 3 clusters Score -768308.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6987 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -768325.437500 Penalty: 4484.558594
	Iteration 25Q: 3 clusters Score -768325.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7014 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -768336.875000 Penalty: 4484.558594
	Iteration 26Q: 3 clusters Score -768336.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -768346.125000 Penalty: 4484.558594
	Iteration 27Q: 3 clusters Score -768346.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -768355.312500 Penalty: 4484.558594
	Iteration 28Q: 3 clusters Score -768355.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -768360.625000 Penalty: 4484.558594
	Iteration 29Q: 3 clusters Score -768360.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -768368.687500 Penalty: 4484.558594
	Iteration 30Q: 3 clusters Score -768368.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -768370.187500 Penalty: 4484.558594
	Iteration 31Q: 3 clusters Score -768370.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -768372.375000 Penalty: 4484.558594
	Iteration 32Q: 3 clusters Score -768372.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -768373.375000 Penalty: 4484.558594
	Iteration 33Q: 3 clusters Score -768373.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -768377.375000 Penalty: 4484.558594
	Iteration 34Q: 3 clusters Score -768377.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -768378.000000 Penalty: 4484.558594
	Iteration 35Q: 3 clusters Score -768378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -768379.562500 Penalty: 4484.558594
	Iteration 36Q: 3 clusters Score -768379.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -768380.250000 Penalty: 4484.558594
	Iteration 37Q: 3 clusters Score -768380.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -768381.875000 Penalty: 4484.558594
	Iteration 38Q: 3 clusters Score -768381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -768381.562500 Penalty: 4484.558594
	Iteration 39Q: 3 clusters Score -768381.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -768382.250000 Penalty: 4484.558594
	Iteration 40F: 3 clusters Score -768382.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -768385.625000 Penalty: 4484.558594
	Iteration 41Q: 3 clusters Score -768385.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -768388.000000 Penalty: 4484.558594
	Iteration 42Q: 3 clusters Score -768388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -768388.187500 Penalty: 4484.558594
	Iteration 43Q: 3 clusters Score -768388.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -768388.562500 Penalty: 4484.558594
	Iteration 44Q: 3 clusters Score -768388.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -768388.562500 Penalty: 4484.558594
	Iteration 45F: 3 clusters Score -768388.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (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: -103460.460938 Penalty: 1704.544556
	Iteration 0F: 2 clusters Score -103460.5 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 486 members 
Entering Unmasked Estep 
Score: -101547.906250 Penalty: 3409.089111
	Iteration 0F: 3 clusters Score -101547.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -101791.687500 Penalty: 3409.089111
	Iteration 1F: 3 clusters Score -101791.7 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -101887.812500 Penalty: 3409.089111
	Iteration 2F: 3 clusters Score -101887.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101932.328125 Penalty: 3409.089111
	Iteration 3Q: 3 clusters Score -101932.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101959.679688 Penalty: 3409.089111
	Iteration 4Q: 3 clusters Score -101959.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101972.867188 Penalty: 3409.089111
	Iteration 5Q: 3 clusters Score -101972.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101980.562500 Penalty: 3409.089111
	Iteration 6Q: 3 clusters Score -101980.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101984.234375 Penalty: 3409.089111
	Iteration 7Q: 3 clusters Score -101984.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101985.718750 Penalty: 3409.089111
	Iteration 8Q: 3 clusters Score -101985.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101986.578125 Penalty: 3409.089111
	Iteration 9Q: 3 clusters Score -101986.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -101989.375000 Penalty: 3409.089111
	Iteration 10Q: 3 clusters Score -101989.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -101990.265625 Penalty: 3409.089111
	Iteration 11Q: 3 clusters Score -101990.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -101992.593750 Penalty: 3409.089111
	Iteration 12Q: 3 clusters Score -101992.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101994.015625 Penalty: 3409.089111
	Iteration 13Q: 3 clusters Score -101994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -101998.664062 Penalty: 3409.089111
	Iteration 14Q: 3 clusters Score -101998.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -102002.312500 Penalty: 3409.089111
	Iteration 15Q: 3 clusters Score -102002.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102013.351562 Penalty: 3409.089111
	Iteration 16Q: 3 clusters Score -102013.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102019.796875 Penalty: 3409.089111
	Iteration 17Q: 3 clusters Score -102019.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102029.445312 Penalty: 3409.089111
	Iteration 18Q: 3 clusters Score -102029.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102036.265625 Penalty: 3409.089111
	Iteration 19Q: 3 clusters Score -102036.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102046.007812 Penalty: 3409.089111
	Iteration 20F: 3 clusters Score -102046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102051.078125 Penalty: 3409.089111
	Iteration 21Q: 3 clusters Score -102051.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102052.906250 Penalty: 3409.089111
	Iteration 22Q: 3 clusters Score -102052.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -102058.023438 Penalty: 3409.089111
	Iteration 23Q: 3 clusters Score -102058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -102064.218750 Penalty: 3409.089111
	Iteration 24Q: 3 clusters Score -102064.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102065.476562 Penalty: 3409.089111
	Iteration 25Q: 3 clusters Score -102065.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -102065.476562 Penalty: 3409.089111
	Iteration 26F: 3 clusters Score -102065.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Entering Unmasked Estep 
Score: -31214.730469 Penalty: 1432.857788
	Iteration 0F: 2 clusters Score -31214.73 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 154 members 
Entering Unmasked Estep 
Score: -29869.666016 Penalty: 2865.715576
	Iteration 0F: 3 clusters Score -29869.67 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -29979.433594 Penalty: 2865.715576
	Iteration 1F: 3 clusters Score -29979.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30018.470703 Penalty: 2865.715576
	Iteration 2Q: 3 clusters Score -30018.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30038.085938 Penalty: 2865.715576
	Iteration 3Q: 3 clusters Score -30038.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -30049.183594 Penalty: 2865.715576
	Iteration 4Q: 3 clusters Score -30049.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -30065.392578 Penalty: 2865.715576
	Iteration 5Q: 3 clusters Score -30065.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30085.707031 Penalty: 2865.715576
	Iteration 6Q: 3 clusters Score -30085.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30103.525391 Penalty: 2865.715576
	Iteration 7Q: 3 clusters Score -30103.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -30111.123047 Penalty: 2865.715576
	Iteration 8Q: 3 clusters Score -30111.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -30127.207031 Penalty: 2865.715576
	Iteration 9Q: 3 clusters Score -30127.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30143.058594 Penalty: 2865.715576
	Iteration 10Q: 3 clusters Score -30143.06 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30169.994141 Penalty: 2865.715576
	Iteration 11Q: 3 clusters Score -30169.99 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30181.933594 Penalty: 2865.715576
	Iteration 12Q: 3 clusters Score -30181.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -30193.144531 Penalty: 2865.715576
	Iteration 13Q: 3 clusters Score -30193.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30201.164062 Penalty: 2865.715576
	Iteration 14Q: 3 clusters Score -30201.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -30201.164062 Penalty: 2865.715576
	Iteration 15F: 3 clusters Score -30201.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (7117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Entering Unmasked Estep 
Score: -848419.687500 Penalty: 2199.819824
	Iteration 0F: 2 clusters Score -848419.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -842532.187500 Penalty: 4399.639648
	Iteration 0F: 3 clusters Score -842532.2 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -844065.812500 Penalty: 4399.639648
	Iteration 1F: 3 clusters Score -844065.8 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -844279.375000 Penalty: 4399.639648
	Iteration 2F: 3 clusters Score -844279.4 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 3159 members 
Entering Unmasked Estep 
Score: -844414.875000 Penalty: 4399.639648
	Iteration 3Q: 3 clusters Score -844414.9 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -844520.937500 Penalty: 4399.639648
	Iteration 4Q: 3 clusters Score -844520.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -844607.125000 Penalty: 4399.639648
	Iteration 5Q: 3 clusters Score -844607.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -844693.125000 Penalty: 4399.639648
	Iteration 6Q: 3 clusters Score -844693.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4458 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -844784.750000 Penalty: 4399.639648
	Iteration 7Q: 3 clusters Score -844784.8 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -844878.500000 Penalty: 4399.639648
	Iteration 8Q: 3 clusters Score -844878.5 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -844980.125000 Penalty: 4399.639648
	Iteration 9Q: 3 clusters Score -844980.1 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -845094.875000 Penalty: 4399.639648
	Iteration 10Q: 3 clusters Score -845094.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -845243.062500 Penalty: 4399.639648
	Iteration 11Q: 3 clusters Score -845243.1 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -845399.750000 Penalty: 4399.639648
	Iteration 12Q: 3 clusters Score -845399.8 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5722 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -845561.750000 Penalty: 4399.639648
	Iteration 13Q: 3 clusters Score -845561.8 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -845733.500000 Penalty: 4399.639648
	Iteration 14Q: 3 clusters Score -845733.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6132 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -845879.500000 Penalty: 4399.639648
	Iteration 15Q: 3 clusters Score -845879.5 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -845997.812500 Penalty: 4399.639648
	Iteration 16Q: 3 clusters Score -845997.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -846105.312500 Penalty: 4399.639648
	Iteration 17Q: 3 clusters Score -846105.3 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -846204.750000 Penalty: 4399.639648
	Iteration 18Q: 3 clusters Score -846204.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6595 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -846266.312500 Penalty: 4399.639648
	Iteration 19Q: 3 clusters Score -846266.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -846308.750000 Penalty: 4399.639648
	Iteration 20F: 3 clusters Score -846308.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -846345.500000 Penalty: 4399.639648
	Iteration 21Q: 3 clusters Score -846345.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -846372.937500 Penalty: 4399.639648
	Iteration 22Q: 3 clusters Score -846372.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -846392.500000 Penalty: 4399.639648
	Iteration 23Q: 3 clusters Score -846392.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -846409.375000 Penalty: 4399.639648
	Iteration 24Q: 3 clusters Score -846409.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -846420.000000 Penalty: 4399.639648
	Iteration 25Q: 3 clusters Score -846420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -846426.875000 Penalty: 4399.639648
	Iteration 26Q: 3 clusters Score -846426.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -846433.187500 Penalty: 4399.639648
	Iteration 27Q: 3 clusters Score -846433.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -846437.187500 Penalty: 4399.639648
	Iteration 28Q: 3 clusters Score -846437.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -846441.625000 Penalty: 4399.639648
	Iteration 29Q: 3 clusters Score -846441.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -846444.000000 Penalty: 4399.639648
	Iteration 30Q: 3 clusters Score -846444 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6772 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -846447.312500 Penalty: 4399.639648
	Iteration 31Q: 3 clusters Score -846447.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -846451.375000 Penalty: 4399.639648
	Iteration 32Q: 3 clusters Score -846451.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -846456.375000 Penalty: 4399.639648
	Iteration 33Q: 3 clusters Score -846456.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -846460.000000 Penalty: 4399.639648
	Iteration 34Q: 3 clusters Score -846460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -846461.375000 Penalty: 4399.639648
	Iteration 35Q: 3 clusters Score -846461.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -846461.375000 Penalty: 4399.639648
	Iteration 36F: 3 clusters Score -846461.4 nChanged 0
--- Evaluating fit on full set of 4255994 points ---
Entering Unmasked Estep 
Score: -495947008.000000 Penalty: 124919.257812
24->34 Clusters: Score -495947008.000000, best is -496735872.000000

Starting from 25 clusters...
Entering ConstructFrom: 
--- Running on subset of 1418664 points ---
Entering CEM 
Assigned 25 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58952 members 
Mstep: Class 2 contains 58922 members 
Mstep: Class 3 contains 59301 members 
Mstep: Class 4 contains 59070 members 
Mstep: Class 5 contains 59231 members 
Mstep: Class 6 contains 59253 members 
Mstep: Class 7 contains 59237 members 
Mstep: Class 8 contains 59269 members 
Mstep: Class 9 contains 58837 members 
Mstep: Class 10 contains 59298 members 
Mstep: Class 11 contains 59239 members 
Mstep: Class 12 contains 59052 members 
Mstep: Class 13 contains 59132 members 
Mstep: Class 14 contains 59423 members 
Mstep: Class 15 contains 59186 members 
Mstep: Class 16 contains 59230 members 
Mstep: Class 17 contains 58755 members 
Mstep: Class 18 contains 58846 members 
Mstep: Class 19 contains 59050 members 
Mstep: Class 20 contains 59164 members 
Mstep: Class 21 contains 59161 members 
Mstep: Class 22 contains 58933 members 
Mstep: Class 23 contains 58956 members 
Mstep: Class 24 contains 59167 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 4. Lose 471.053955 but Gain 3512.976562
Score: -152907008.000000 Penalty: 80798.445312
Iteration 0F: 24 clusters Score -1.52907e+08 nChanged 1355972
Entering Unmasked Mstep 
Mstep: Class 0 contains 6898 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 415091 members 
Mstep: Class 3 contains 27441 members 
Mstep: Class 5 contains 8480 members 
Mstep: Class 6 contains 31592 members 
Mstep: Class 7 contains 153577 members 
Mstep: Class 8 contains 83861 members 
Mstep: Class 9 contains 13865 members 
Mstep: Class 10 contains 129356 members 
Mstep: Class 11 contains 19532 members 
Mstep: Class 12 contains 34534 members 
Mstep: Class 13 contains 26797 members 
Mstep: Class 14 contains 53854 members 
Mstep: Class 15 contains 7684 members 
Mstep: Class 16 contains 21560 members 
Mstep: Class 17 contains 10933 members 
Mstep: Class 18 contains 14541 members 
Mstep: Class 19 contains 157111 members 
Mstep: Class 20 contains 18040 members 
Mstep: Class 21 contains 16081 members 
Mstep: Class 22 contains 82058 members 
Mstep: Class 23 contains 6948 members 
Mstep: Class 24 contains 41114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -158721408.000000 Penalty: 80798.445312
Iteration 1F: 24 clusters Score -1.587214e+08 nChanged 580792
Entering Unmasked Mstep 
Mstep: Class 0 contains 3864 members 
Mstep: Class 1 contains 27185 members 
Mstep: Class 2 contains 534220 members 
Mstep: Class 3 contains 14688 members 
Mstep: Class 5 contains 4094 members 
Mstep: Class 6 contains 20476 members 
Mstep: Class 7 contains 222287 members 
Mstep: Class 8 contains 55070 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 174431 members 
Mstep: Class 11 contains 4785 members 
Mstep: Class 12 contains 32765 members 
Mstep: Class 13 contains 20338 members 
Mstep: Class 14 contains 29595 members 
Mstep: Class 15 contains 11159 members 
Mstep: Class 16 contains 8614 members 
Mstep: Class 17 contains 3818 members 
Mstep: Class 18 contains 9976 members 
Mstep: Class 19 contains 144614 members 
Mstep: Class 20 contains 8523 members 
Mstep: Class 21 contains 3914 members 
Mstep: Class 22 contains 36363 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 33851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 21. Lose 2753.067871 but Gain 3512.968750
Score: -159982704.000000 Penalty: 77285.476562
Iteration 2F: 23 clusters Score -1.599827e+08 nChanged 328755
Entering Unmasked Mstep 
Mstep: Class 0 contains 821 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 439680 members 
Mstep: Class 3 contains 11062 members 
Mstep: Class 5 contains 3592 members 
Mstep: Class 6 contains 16897 members 
Mstep: Class 7 contains 291513 members 
Mstep: Class 8 contains 47187 members 
Mstep: Class 9 contains 4769 members 
Mstep: Class 10 contains 213368 members 
Mstep: Class 11 contains 3046 members 
Mstep: Class 12 contains 37952 members 
Mstep: Class 13 contains 14098 members 
Mstep: Class 14 contains 21720 members 
Mstep: Class 15 contains 18115 members 
Mstep: Class 16 contains 4349 members 
Mstep: Class 17 contains 2631 members 
Mstep: Class 18 contains 10778 members 
Mstep: Class 19 contains 168519 members 
Mstep: Class 20 contains 7467 members 
Mstep: Class 22 contains 10198 members 
Mstep: Class 23 contains 8700 members 
Mstep: Class 24 contains 52164 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 16. Lose 2373.274170 but Gain 3512.976562
Score: -160509536.000000 Penalty: 73772.500000
Iteration 3F: 22 clusters Score -1.605095e+08 nChanged 214535
Entering Unmasked Mstep 
Mstep: Class 0 contains 325 members 
Mstep: Class 1 contains 32918 members 
Mstep: Class 2 contains 375803 members 
Mstep: Class 3 contains 7553 members 
Mstep: Class 5 contains 3886 members 
Mstep: Class 6 contains 14391 members 
Mstep: Class 7 contains 337852 members 
Mstep: Class 8 contains 44337 members 
Mstep: Class 9 contains 5355 members 
Mstep: Class 10 contains 234617 members 
Mstep: Class 11 contains 3007 members 
Mstep: Class 12 contains 39856 members 
Mstep: Class 13 contains 8871 members 
Mstep: Class 14 contains 16986 members 
Mstep: Class 15 contains 18712 members 
Mstep: Class 17 contains 2425 members 
Mstep: Class 18 contains 8539 members 
Mstep: Class 19 contains 182770 members 
Mstep: Class 20 contains 6806 members 
Mstep: Class 22 contains 5008 members 
Mstep: Class 23 contains 8964 members 
Mstep: Class 24 contains 59683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160692128.000000 Penalty: 73772.500000
Iteration 4F: 22 clusters Score -1.606921e+08 nChanged 212755
Entering Unmasked Mstep 
Mstep: Class 0 contains 189 members 
Mstep: Class 1 contains 34684 members 
Mstep: Class 2 contains 344849 members 
Mstep: Class 3 contains 5157 members 
Mstep: Class 5 contains 4954 members 
Mstep: Class 6 contains 13696 members 
Mstep: Class 7 contains 346613 members 
Mstep: Class 8 contains 42103 members 
Mstep: Class 9 contains 5729 members 
Mstep: Class 10 contains 259370 members 
Mstep: Class 11 contains 3363 members 
Mstep: Class 12 contains 37896 members 
Mstep: Class 13 contains 6217 members 
Mstep: Class 14 contains 13384 members 
Mstep: Class 15 contains 18408 members 
Mstep: Class 17 contains 2885 members 
Mstep: Class 18 contains 5822 members 
Mstep: Class 19 contains 195116 members 
Mstep: Class 20 contains 6341 members 
Mstep: Class 22 contains 3798 members 
Mstep: Class 23 contains 8377 members 
Mstep: Class 24 contains 59713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160847856.000000 Penalty: 73772.500000
Iteration 5F: 22 clusters Score -1.608479e+08 nChanged 170257
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 364248 members 
Mstep: Class 3 contains 3668 members 
Mstep: Class 5 contains 6384 members 
Mstep: Class 6 contains 14480 members 
Mstep: Class 7 contains 307431 members 
Mstep: Class 8 contains 40821 members 
Mstep: Class 9 contains 5873 members 
Mstep: Class 10 contains 284576 members 
Mstep: Class 11 contains 3612 members 
Mstep: Class 12 contains 32402 members 
Mstep: Class 13 contains 4959 members 
Mstep: Class 14 contains 9725 members 
Mstep: Class 15 contains 17754 members 
Mstep: Class 17 contains 3485 members 
Mstep: Class 18 contains 4116 members 
Mstep: Class 19 contains 205666 members 
Mstep: Class 20 contains 6110 members 
Mstep: Class 22 contains 3821 members 
Mstep: Class 23 contains 7674 members 
Mstep: Class 24 contains 55906 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -160981760.000000 Penalty: 73772.500000
Iteration 6F: 22 clusters Score -1.609818e+08 nChanged 128141
Entering Unmasked Mstep 
Mstep: Class 0 contains 49 members 
Mstep: Class 1 contains 36442 members 
Mstep: Class 2 contains 372962 members 
Mstep: Class 3 contains 2838 members 
Mstep: Class 5 contains 7941 members 
Mstep: Class 6 contains 16122 members 
Mstep: Class 7 contains 288419 members 
Mstep: Class 8 contains 39769 members 
Mstep: Class 9 contains 5952 members 
Mstep: Class 10 contains 301668 members 
Mstep: Class 11 contains 3415 members 
Mstep: Class 12 contains 28209 members 
Mstep: Class 13 contains 4195 members 
Mstep: Class 14 contains 7018 members 
Mstep: Class 15 contains 17071 members 
Mstep: Class 17 contains 4096 members 
Mstep: Class 18 contains 3451 members 
Mstep: Class 19 contains 207512 members 
Mstep: Class 20 contains 6125 members 
Mstep: Class 22 contains 4607 members 
Mstep: Class 23 contains 7087 members 
Mstep: Class 24 contains 53716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161044048.000000 Penalty: 73772.500000
Iteration 7F: 22 clusters Score -1.61044e+08 nChanged 109387
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 36930 members 
Mstep: Class 2 contains 365197 members 
Mstep: Class 3 contains 2321 members 
Mstep: Class 5 contains 9500 members 
Mstep: Class 6 contains 18138 members 
Mstep: Class 7 contains 276534 members 
Mstep: Class 8 contains 38997 members 
Mstep: Class 9 contains 5997 members 
Mstep: Class 10 contains 323556 members 
Mstep: Class 11 contains 3125 members 
Mstep: Class 12 contains 25771 members 
Mstep: Class 13 contains 3844 members 
Mstep: Class 14 contains 5125 members 
Mstep: Class 15 contains 16509 members 
Mstep: Class 17 contains 4667 members 
Mstep: Class 18 contains 3435 members 
Mstep: Class 19 contains 207891 members 
Mstep: Class 20 contains 6260 members 
Mstep: Class 22 contains 4994 members 
Mstep: Class 23 contains 6662 members 
Mstep: Class 24 contains 53180 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 3. Lose 3475.224854 but Gain 3512.976562
Score: -161068112.000000 Penalty: 70259.523438
Iteration 8F: 21 clusters Score -1.610681e+08 nChanged 120519
Entering Unmasked Mstep 
Mstep: Class 0 contains 33 members 
Mstep: Class 1 contains 37595 members 
Mstep: Class 2 contains 347184 members 
Mstep: Class 5 contains 10944 members 
Mstep: Class 6 contains 20224 members 
Mstep: Class 7 contains 267452 members 
Mstep: Class 8 contains 38471 members 
Mstep: Class 9 contains 6040 members 
Mstep: Class 10 contains 344341 members 
Mstep: Class 11 contains 2993 members 
Mstep: Class 12 contains 24215 members 
Mstep: Class 13 contains 3755 members 
Mstep: Class 14 contains 4060 members 
Mstep: Class 15 contains 15989 members 
Mstep: Class 17 contains 5134 members 
Mstep: Class 18 contains 3818 members 
Mstep: Class 19 contains 214448 members 
Mstep: Class 20 contains 7232 members 
Mstep: Class 22 contains 4983 members 
Mstep: Class 23 contains 6358 members 
Mstep: Class 24 contains 53395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161083296.000000 Penalty: 70259.523438
Iteration 9F: 21 clusters Score -1.610833e+08 nChanged 109197
Entering Unmasked Mstep 
Mstep: Class 0 contains 34 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 342948 members 
Mstep: Class 5 contains 12307 members 
Mstep: Class 6 contains 22905 members 
Mstep: Class 7 contains 269722 members 
Mstep: Class 8 contains 37957 members 
Mstep: Class 9 contains 6141 members 
Mstep: Class 10 contains 331226 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 22574 members 
Mstep: Class 13 contains 3691 members 
Mstep: Class 14 contains 3324 members 
Mstep: Class 15 contains 15556 members 
Mstep: Class 17 contains 5548 members 
Mstep: Class 18 contains 4422 members 
Mstep: Class 19 contains 226977 members 
Mstep: Class 20 contains 7906 members 
Mstep: Class 22 contains 4718 members 
Mstep: Class 23 contains 6065 members 
Mstep: Class 24 contains 53975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 14. Lose 3443.626221 but Gain 3512.976562
Score: -161140368.000000 Penalty: 66746.546875
Iteration 10F: 20 clusters Score -1.611404e+08 nChanged 74862
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 37610 members 
Mstep: Class 2 contains 344820 members 
Mstep: Class 5 contains 13506 members 
Mstep: Class 6 contains 25305 members 
Mstep: Class 7 contains 270924 members 
Mstep: Class 8 contains 37682 members 
Mstep: Class 9 contains 6320 members 
Mstep: Class 10 contains 315880 members 
Mstep: Class 11 contains 2924 members 
Mstep: Class 12 contains 21371 members 
Mstep: Class 13 contains 3571 members 
Mstep: Class 15 contains 15188 members 
Mstep: Class 17 contains 5952 members 
Mstep: Class 18 contains 5167 members 
Mstep: Class 19 contains 237912 members 
Mstep: Class 20 contains 8552 members 
Mstep: Class 22 contains 4723 members 
Mstep: Class 23 contains 5784 members 
Mstep: Class 24 contains 55442 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161191152.000000 Penalty: 66746.546875
Iteration 11F: 20 clusters Score -1.611912e+08 nChanged 62636
Entering Unmasked Mstep 
Mstep: Class 0 contains 31 members 
Mstep: Class 1 contains 37305 members 
Mstep: Class 2 contains 342369 members 
Mstep: Class 5 contains 14677 members 
Mstep: Class 6 contains 27201 members 
Mstep: Class 7 contains 268441 members 
Mstep: Class 8 contains 37486 members 
Mstep: Class 9 contains 6546 members 
Mstep: Class 10 contains 309898 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 20132 members 
Mstep: Class 13 contains 3401 members 
Mstep: Class 15 contains 14839 members 
Mstep: Class 17 contains 6318 members 
Mstep: Class 18 contains 5978 members 
Mstep: Class 19 contains 244583 members 
Mstep: Class 20 contains 8997 members 
Mstep: Class 22 contains 4595 members 
Mstep: Class 23 contains 5531 members 
Mstep: Class 24 contains 57411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161219872.000000 Penalty: 66746.546875
Iteration 12Q: 20 clusters Score -1.612199e+08 nChanged 56773
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 337217 members 
Mstep: Class 5 contains 15888 members 
Mstep: Class 6 contains 28892 members 
Mstep: Class 7 contains 264639 members 
Mstep: Class 8 contains 37274 members 
Mstep: Class 9 contains 6835 members 
Mstep: Class 10 contains 308557 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 19072 members 
Mstep: Class 13 contains 3268 members 
Mstep: Class 15 contains 14554 members 
Mstep: Class 17 contains 6601 members 
Mstep: Class 18 contains 6872 members 
Mstep: Class 19 contains 250251 members 
Mstep: Class 20 contains 9425 members 
Mstep: Class 22 contains 4487 members 
Mstep: Class 23 contains 5248 members 
Mstep: Class 24 contains 59666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161241840.000000 Penalty: 66746.546875
Iteration 13Q: 20 clusters Score -1.612418e+08 nChanged 52609
Entering Unmasked Mstep 
Mstep: Class 0 contains 29 members 
Mstep: Class 1 contains 36560 members 
Mstep: Class 2 contains 331434 members 
Mstep: Class 5 contains 17208 members 
Mstep: Class 6 contains 30479 members 
Mstep: Class 7 contains 260646 members 
Mstep: Class 8 contains 36928 members 
Mstep: Class 9 contains 7189 members 
Mstep: Class 10 contains 307863 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 18086 members 
Mstep: Class 13 contains 3132 members 
Mstep: Class 15 contains 14312 members 
Mstep: Class 17 contains 6865 members 
Mstep: Class 18 contains 7807 members 
Mstep: Class 19 contains 255989 members 
Mstep: Class 20 contains 9846 members 
Mstep: Class 22 contains 4395 members 
Mstep: Class 23 contains 5022 members 
Mstep: Class 24 contains 61949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161264224.000000 Penalty: 66746.546875
Iteration 14Q: 20 clusters Score -1.612642e+08 nChanged 48930
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 326067 members 
Mstep: Class 5 contains 18726 members 
Mstep: Class 6 contains 32123 members 
Mstep: Class 7 contains 256324 members 
Mstep: Class 8 contains 36427 members 
Mstep: Class 9 contains 7616 members 
Mstep: Class 10 contains 307066 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 17189 members 
Mstep: Class 13 contains 2967 members 
Mstep: Class 15 contains 14120 members 
Mstep: Class 17 contains 7112 members 
Mstep: Class 18 contains 8871 members 
Mstep: Class 19 contains 261619 members 
Mstep: Class 20 contains 10190 members 
Mstep: Class 22 contains 4317 members 
Mstep: Class 23 contains 4762 members 
Mstep: Class 24 contains 64169 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161284304.000000 Penalty: 66746.546875
Iteration 15Q: 20 clusters Score -1.612843e+08 nChanged 45249
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 35497 members 
Mstep: Class 2 contains 321088 members 
Mstep: Class 5 contains 20443 members 
Mstep: Class 6 contains 33736 members 
Mstep: Class 7 contains 252260 members 
Mstep: Class 8 contains 35761 members 
Mstep: Class 9 contains 8130 members 
Mstep: Class 10 contains 306288 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 12 contains 16314 members 
Mstep: Class 13 contains 2787 members 
Mstep: Class 15 contains 13897 members 
Mstep: Class 17 contains 7281 members 
Mstep: Class 18 contains 9942 members 
Mstep: Class 19 contains 266774 members 
Mstep: Class 20 contains 10519 members 
Mstep: Class 22 contains 4260 members 
Mstep: Class 23 contains 4529 members 
Mstep: Class 24 contains 66204 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161300768.000000 Penalty: 66746.546875
Iteration 16Q: 20 clusters Score -1.613008e+08 nChanged 40702
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 317097 members 
Mstep: Class 5 contains 22256 members 
Mstep: Class 6 contains 35395 members 
Mstep: Class 7 contains 248540 members 
Mstep: Class 8 contains 34947 members 
Mstep: Class 9 contains 8697 members 
Mstep: Class 10 contains 305459 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 12 contains 15437 members 
Mstep: Class 13 contains 2674 members 
Mstep: Class 15 contains 13645 members 
Mstep: Class 17 contains 7369 members 
Mstep: Class 18 contains 10993 members 
Mstep: Class 19 contains 270989 members 
Mstep: Class 20 contains 10805 members 
Mstep: Class 22 contains 4186 members 
Mstep: Class 23 contains 4317 members 
Mstep: Class 24 contains 68032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161316816.000000 Penalty: 66746.546875
Iteration 17Q: 20 clusters Score -1.613168e+08 nChanged 35863
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 34221 members 
Mstep: Class 2 contains 314068 members 
Mstep: Class 5 contains 23955 members 
Mstep: Class 6 contains 36962 members 
Mstep: Class 7 contains 245393 members 
Mstep: Class 8 contains 34173 members 
Mstep: Class 9 contains 9208 members 
Mstep: Class 10 contains 304490 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 14619 members 
Mstep: Class 13 contains 2590 members 
Mstep: Class 15 contains 13369 members 
Mstep: Class 17 contains 7424 members 
Mstep: Class 18 contains 12024 members 
Mstep: Class 19 contains 274317 members 
Mstep: Class 20 contains 11019 members 
Mstep: Class 22 contains 4120 members 
Mstep: Class 23 contains 4128 members 
Mstep: Class 24 contains 69631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161328080.000000 Penalty: 66746.546875
Iteration 18Q: 20 clusters Score -1.613281e+08 nChanged 30810
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 33637 members 
Mstep: Class 2 contains 311952 members 
Mstep: Class 5 contains 25383 members 
Mstep: Class 6 contains 38460 members 
Mstep: Class 7 contains 242900 members 
Mstep: Class 8 contains 33507 members 
Mstep: Class 9 contains 9685 members 
Mstep: Class 10 contains 303467 members 
Mstep: Class 11 contains 2925 members 
Mstep: Class 12 contains 13848 members 
Mstep: Class 13 contains 2528 members 
Mstep: Class 15 contains 13080 members 
Mstep: Class 17 contains 7402 members 
Mstep: Class 18 contains 12952 members 
Mstep: Class 19 contains 276735 members 
Mstep: Class 20 contains 11129 members 
Mstep: Class 22 contains 4050 members 
Mstep: Class 23 contains 3944 members 
Mstep: Class 24 contains 71052 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161336672.000000 Penalty: 66746.546875
Iteration 19Q: 20 clusters Score -1.613367e+08 nChanged 26334
Entering Unmasked Mstep 
Mstep: Class 0 contains 28 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 310394 members 
Mstep: Class 5 contains 26434 members 
Mstep: Class 6 contains 39917 members 
Mstep: Class 7 contains 240835 members 
Mstep: Class 8 contains 33087 members 
Mstep: Class 9 contains 10124 members 
Mstep: Class 10 contains 302870 members 
Mstep: Class 11 contains 2926 members 
Mstep: Class 12 contains 13115 members 
Mstep: Class 13 contains 2507 members 
Mstep: Class 15 contains 12782 members 
Mstep: Class 17 contains 7331 members 
Mstep: Class 18 contains 13742 members 
Mstep: Class 19 contains 278202 members 
Mstep: Class 20 contains 11185 members 
Mstep: Class 22 contains 3944 members 
Mstep: Class 23 contains 3783 members 
Mstep: Class 24 contains 72361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161343552.000000 Penalty: 66746.546875
Iteration 20F: 20 clusters Score -1.613436e+08 nChanged 23479
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 309369 members 
Mstep: Class 5 contains 27426 members 
Mstep: Class 6 contains 41344 members 
Mstep: Class 7 contains 239178 members 
Mstep: Class 8 contains 32434 members 
Mstep: Class 9 contains 10553 members 
Mstep: Class 10 contains 302532 members 
Mstep: Class 11 contains 2927 members 
Mstep: Class 12 contains 12469 members 
Mstep: Class 13 contains 2515 members 
Mstep: Class 15 contains 12507 members 
Mstep: Class 17 contains 7271 members 
Mstep: Class 18 contains 14646 members 
Mstep: Class 19 contains 278749 members 
Mstep: Class 20 contains 11238 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 3642 members 
Mstep: Class 24 contains 73452 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161350032.000000 Penalty: 66746.546875
Iteration 21Q: 20 clusters Score -1.6135e+08 nChanged 21142
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 32076 members 
Mstep: Class 2 contains 308401 members 
Mstep: Class 5 contains 28118 members 
Mstep: Class 6 contains 42635 members 
Mstep: Class 7 contains 237907 members 
Mstep: Class 8 contains 32021 members 
Mstep: Class 9 contains 10914 members 
Mstep: Class 10 contains 302566 members 
Mstep: Class 11 contains 2928 members 
Mstep: Class 12 contains 11889 members 
Mstep: Class 13 contains 2561 members 
Mstep: Class 15 contains 12235 members 
Mstep: Class 17 contains 7210 members 
Mstep: Class 18 contains 15343 members 
Mstep: Class 19 contains 278838 members 
Mstep: Class 20 contains 11259 members 
Mstep: Class 22 contains 3792 members 
Mstep: Class 23 contains 3514 members 
Mstep: Class 24 contains 74430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161353680.000000 Penalty: 66746.546875
Iteration 22Q: 20 clusters Score -1.613537e+08 nChanged 18926
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31723 members 
Mstep: Class 2 contains 307583 members 
Mstep: Class 5 contains 28666 members 
Mstep: Class 6 contains 43911 members 
Mstep: Class 7 contains 236921 members 
Mstep: Class 8 contains 31651 members 
Mstep: Class 9 contains 11238 members 
Mstep: Class 10 contains 302763 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 11329 members 
Mstep: Class 13 contains 2670 members 
Mstep: Class 15 contains 11964 members 
Mstep: Class 17 contains 7156 members 
Mstep: Class 18 contains 15963 members 
Mstep: Class 19 contains 278428 members 
Mstep: Class 20 contains 11269 members 
Mstep: Class 22 contains 3755 members 
Mstep: Class 23 contains 3413 members 
Mstep: Class 24 contains 75304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161357024.000000 Penalty: 66746.546875
Iteration 23Q: 20 clusters Score -1.61357e+08 nChanged 17586
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 306796 members 
Mstep: Class 5 contains 29067 members 
Mstep: Class 6 contains 45141 members 
Mstep: Class 7 contains 236119 members 
Mstep: Class 8 contains 31357 members 
Mstep: Class 9 contains 11520 members 
Mstep: Class 10 contains 303171 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 10845 members 
Mstep: Class 13 contains 2866 members 
Mstep: Class 15 contains 11728 members 
Mstep: Class 17 contains 7099 members 
Mstep: Class 18 contains 16458 members 
Mstep: Class 19 contains 277710 members 
Mstep: Class 20 contains 11269 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 3356 members 
Mstep: Class 24 contains 76042 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161360208.000000 Penalty: 66746.546875
Iteration 24Q: 20 clusters Score -1.613602e+08 nChanged 16264
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 306083 members 
Mstep: Class 5 contains 29393 members 
Mstep: Class 6 contains 46317 members 
Mstep: Class 7 contains 235552 members 
Mstep: Class 8 contains 31097 members 
Mstep: Class 9 contains 11789 members 
Mstep: Class 10 contains 303777 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 10353 members 
Mstep: Class 13 contains 3198 members 
Mstep: Class 15 contains 11525 members 
Mstep: Class 17 contains 7043 members 
Mstep: Class 18 contains 16857 members 
Mstep: Class 19 contains 276552 members 
Mstep: Class 20 contains 11225 members 
Mstep: Class 22 contains 3735 members 
Mstep: Class 23 contains 3321 members 
Mstep: Class 24 contains 76702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161361056.000000 Penalty: 66746.546875
Iteration 25Q: 20 clusters Score -1.613611e+08 nChanged 14913
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30985 members 
Mstep: Class 2 contains 305529 members 
Mstep: Class 5 contains 29579 members 
Mstep: Class 6 contains 47387 members 
Mstep: Class 7 contains 235148 members 
Mstep: Class 8 contains 30926 members 
Mstep: Class 9 contains 11999 members 
Mstep: Class 10 contains 304294 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 9942 members 
Mstep: Class 13 contains 3686 members 
Mstep: Class 15 contains 11339 members 
Mstep: Class 17 contains 6994 members 
Mstep: Class 18 contains 17182 members 
Mstep: Class 19 contains 275227 members 
Mstep: Class 20 contains 11185 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 3310 members 
Mstep: Class 24 contains 77256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161363632.000000 Penalty: 66746.546875
Iteration 26Q: 20 clusters Score -1.613636e+08 nChanged 13939
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30830 members 
Mstep: Class 2 contains 305159 members 
Mstep: Class 5 contains 29710 members 
Mstep: Class 6 contains 48428 members 
Mstep: Class 7 contains 234848 members 
Mstep: Class 8 contains 30743 members 
Mstep: Class 9 contains 12208 members 
Mstep: Class 10 contains 304785 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 9581 members 
Mstep: Class 13 contains 4186 members 
Mstep: Class 15 contains 11179 members 
Mstep: Class 17 contains 6971 members 
Mstep: Class 18 contains 17431 members 
Mstep: Class 19 contains 273726 members 
Mstep: Class 20 contains 11142 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 3320 members 
Mstep: Class 24 contains 77720 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161365824.000000 Penalty: 66746.546875
Iteration 27Q: 20 clusters Score -1.613658e+08 nChanged 13064
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 304933 members 
Mstep: Class 5 contains 29764 members 
Mstep: Class 6 contains 49419 members 
Mstep: Class 7 contains 234640 members 
Mstep: Class 8 contains 30587 members 
Mstep: Class 9 contains 12402 members 
Mstep: Class 10 contains 305176 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 9284 members 
Mstep: Class 13 contains 4660 members 
Mstep: Class 15 contains 11040 members 
Mstep: Class 17 contains 6958 members 
Mstep: Class 18 contains 17644 members 
Mstep: Class 19 contains 272157 members 
Mstep: Class 20 contains 11103 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 3357 members 
Mstep: Class 24 contains 78137 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366608.000000 Penalty: 66746.546875
Iteration 28Q: 20 clusters Score -1.613666e+08 nChanged 12157
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 305105 members 
Mstep: Class 5 contains 29830 members 
Mstep: Class 6 contains 50410 members 
Mstep: Class 7 contains 234541 members 
Mstep: Class 8 contains 30469 members 
Mstep: Class 9 contains 12575 members 
Mstep: Class 10 contains 305190 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 9043 members 
Mstep: Class 13 contains 5093 members 
Mstep: Class 15 contains 10917 members 
Mstep: Class 17 contains 6935 members 
Mstep: Class 18 contains 17849 members 
Mstep: Class 19 contains 270498 members 
Mstep: Class 20 contains 11056 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 3379 members 
Mstep: Class 24 contains 78479 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367104.000000 Penalty: 66746.546875
Iteration 29Q: 20 clusters Score -1.613671e+08 nChanged 11173
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30508 members 
Mstep: Class 2 contains 305608 members 
Mstep: Class 5 contains 29897 members 
Mstep: Class 6 contains 51348 members 
Mstep: Class 7 contains 234474 members 
Mstep: Class 8 contains 30372 members 
Mstep: Class 9 contains 12693 members 
Mstep: Class 10 contains 305198 members 
Mstep: Class 11 contains 2931 members 
Mstep: Class 12 contains 8788 members 
Mstep: Class 13 contains 5428 members 
Mstep: Class 15 contains 10809 members 
Mstep: Class 17 contains 6927 members 
Mstep: Class 18 contains 17993 members 
Mstep: Class 19 contains 268776 members 
Mstep: Class 20 contains 11018 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 3381 members 
Mstep: Class 24 contains 78755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367920.000000 Penalty: 66746.546875
Iteration 30Q: 20 clusters Score -1.613679e+08 nChanged 10463
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30445 members 
Mstep: Class 2 contains 306224 members 
Mstep: Class 5 contains 29939 members 
Mstep: Class 6 contains 52244 members 
Mstep: Class 7 contains 234448 members 
Mstep: Class 8 contains 30293 members 
Mstep: Class 9 contains 12810 members 
Mstep: Class 10 contains 305149 members 
Mstep: Class 11 contains 2930 members 
Mstep: Class 12 contains 8559 members 
Mstep: Class 13 contains 5682 members 
Mstep: Class 15 contains 10721 members 
Mstep: Class 17 contains 6928 members 
Mstep: Class 18 contains 18102 members 
Mstep: Class 19 contains 267058 members 
Mstep: Class 20 contains 10968 members 
Mstep: Class 22 contains 3733 members 
Mstep: Class 23 contains 3371 members 
Mstep: Class 24 contains 79033 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367776.000000 Penalty: 66746.546875
Iteration 31Q: 20 clusters Score -1.613678e+08 nChanged 9795
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 307000 members 
Mstep: Class 5 contains 30005 members 
Mstep: Class 6 contains 53096 members 
Mstep: Class 7 contains 234487 members 
Mstep: Class 8 contains 30209 members 
Mstep: Class 9 contains 12915 members 
Mstep: Class 10 contains 305090 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 8322 members 
Mstep: Class 13 contains 5883 members 
Mstep: Class 15 contains 10646 members 
Mstep: Class 17 contains 6920 members 
Mstep: Class 18 contains 18193 members 
Mstep: Class 19 contains 265266 members 
Mstep: Class 20 contains 10923 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 3353 members 
Mstep: Class 24 contains 79297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367520.000000 Penalty: 66746.546875
Iteration 32Q: 20 clusters Score -1.613675e+08 nChanged 9158
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 307800 members 
Mstep: Class 5 contains 30024 members 
Mstep: Class 6 contains 53939 members 
Mstep: Class 7 contains 234546 members 
Mstep: Class 8 contains 30158 members 
Mstep: Class 9 contains 12997 members 
Mstep: Class 10 contains 304995 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 8137 members 
Mstep: Class 13 contains 6015 members 
Mstep: Class 15 contains 10590 members 
Mstep: Class 17 contains 6932 members 
Mstep: Class 18 contains 18303 members 
Mstep: Class 19 contains 263505 members 
Mstep: Class 20 contains 10874 members 
Mstep: Class 22 contains 3734 members 
Mstep: Class 23 contains 3333 members 
Mstep: Class 24 contains 79524 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367376.000000 Penalty: 66746.546875
Iteration 33Q: 20 clusters Score -1.613674e+08 nChanged 8537
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 308612 members 
Mstep: Class 5 contains 30037 members 
Mstep: Class 6 contains 54748 members 
Mstep: Class 7 contains 234567 members 
Mstep: Class 8 contains 30104 members 
Mstep: Class 9 contains 13054 members 
Mstep: Class 10 contains 304888 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 7968 members 
Mstep: Class 13 contains 6110 members 
Mstep: Class 15 contains 10544 members 
Mstep: Class 17 contains 6950 members 
Mstep: Class 18 contains 18397 members 
Mstep: Class 19 contains 261844 members 
Mstep: Class 20 contains 10841 members 
Mstep: Class 22 contains 3732 members 
Mstep: Class 23 contains 3320 members 
Mstep: Class 24 contains 79729 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367328.000000 Penalty: 66746.546875
Iteration 34Q: 20 clusters Score -1.613673e+08 nChanged 8144
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30239 members 
Mstep: Class 2 contains 309310 members 
Mstep: Class 5 contains 30046 members 
Mstep: Class 6 contains 55566 members 
Mstep: Class 7 contains 234602 members 
Mstep: Class 8 contains 30063 members 
Mstep: Class 9 contains 13102 members 
Mstep: Class 10 contains 304814 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 7807 members 
Mstep: Class 13 contains 6204 members 
Mstep: Class 15 contains 10502 members 
Mstep: Class 17 contains 6956 members 
Mstep: Class 18 contains 18458 members 
Mstep: Class 19 contains 260258 members 
Mstep: Class 20 contains 10806 members 
Mstep: Class 22 contains 3729 members 
Mstep: Class 23 contains 3320 members 
Mstep: Class 24 contains 79926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161367680.000000 Penalty: 66746.546875
Iteration 35Q: 20 clusters Score -1.613677e+08 nChanged 7619
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30221 members 
Mstep: Class 2 contains 309852 members 
Mstep: Class 5 contains 30062 members 
Mstep: Class 6 contains 56301 members 
Mstep: Class 7 contains 234717 members 
Mstep: Class 8 contains 30021 members 
Mstep: Class 9 contains 13150 members 
Mstep: Class 10 contains 304857 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 7658 members 
Mstep: Class 13 contains 6257 members 
Mstep: Class 15 contains 10456 members 
Mstep: Class 17 contains 6960 members 
Mstep: Class 18 contains 18511 members 
Mstep: Class 19 contains 258783 members 
Mstep: Class 20 contains 10750 members 
Mstep: Class 22 contains 3731 members 
Mstep: Class 23 contains 3321 members 
Mstep: Class 24 contains 80100 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161366640.000000 Penalty: 66746.546875
Iteration 36Q: 20 clusters Score -1.613666e+08 nChanged 7133
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 310149 members 
Mstep: Class 5 contains 30070 members 
Mstep: Class 6 contains 56992 members 
Mstep: Class 7 contains 234799 members 
Mstep: Class 8 contains 29975 members 
Mstep: Class 9 contains 13173 members 
Mstep: Class 10 contains 305055 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 7508 members 
Mstep: Class 13 contains 6315 members 
Mstep: Class 15 contains 10415 members 
Mstep: Class 17 contains 6974 members 
Mstep: Class 18 contains 18570 members 
Mstep: Class 19 contains 257449 members 
Mstep: Class 20 contains 10704 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 3331 members 
Mstep: Class 24 contains 80283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161365024.000000 Penalty: 66746.546875
Iteration 37Q: 20 clusters Score -1.61365e+08 nChanged 6826
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30211 members 
Mstep: Class 2 contains 310069 members 
Mstep: Class 5 contains 30059 members 
Mstep: Class 6 contains 57667 members 
Mstep: Class 7 contains 234920 members 
Mstep: Class 8 contains 29905 members 
Mstep: Class 9 contains 13185 members 
Mstep: Class 10 contains 305560 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 7393 members 
Mstep: Class 13 contains 6352 members 
Mstep: Class 15 contains 10392 members 
Mstep: Class 17 contains 7011 members 
Mstep: Class 18 contains 18592 members 
Mstep: Class 19 contains 256194 members 
Mstep: Class 20 contains 10665 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 3356 members 
Mstep: Class 24 contains 80439 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161364928.000000 Penalty: 66746.546875
Iteration 38Q: 20 clusters Score -1.613649e+08 nChanged 6550
Entering ConstructFrom: 
Score: -161364928.000000 Penalty: 66746.546875
Entering ConstructFrom: 
Trying to split cluster 1 (30217 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Entering Unmasked Estep 
Score: -3372051.250000 Penalty: 2558.407715
	Iteration 0F: 2 clusters Score -3372051 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 15213 members 
Entering Unmasked Estep 
Score: -3351421.750000 Penalty: 5116.815430
	Iteration 0F: 3 clusters Score -3351422 nChanged 13682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14538 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -3358820.750000 Penalty: 5116.815430
	Iteration 1F: 3 clusters Score -3358821 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14290 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -3359396.250000 Penalty: 5116.815430
	Iteration 2F: 3 clusters Score -3359396 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13925 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -3360017.000000 Penalty: 5116.815430
	Iteration 3Q: 3 clusters Score -3360017 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3360754.500000 Penalty: 5116.815430
	Iteration 4F: 3 clusters Score -3360754 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -3361711.750000 Penalty: 5116.815430
	Iteration 5F: 3 clusters Score -3361712 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3362824.500000 Penalty: 5116.815430
	Iteration 6F: 3 clusters Score -3362824 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 19984 members 
Entering Unmasked Estep 
Score: -3364150.250000 Penalty: 5116.815430
	Iteration 7F: 3 clusters Score -3364150 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 21265 members 
Entering Unmasked Estep 
Score: -3365503.750000 Penalty: 5116.815430
	Iteration 8F: 3 clusters Score -3365504 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 22454 members 
Entering Unmasked Estep 
Score: -3366828.000000 Penalty: 5116.815430
	Iteration 9F: 3 clusters Score -3366828 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6866 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -3367861.750000 Penalty: 5116.815430
	Iteration 10Q: 3 clusters Score -3367862 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6309 members 
Mstep: Class 2 contains 23908 members 
Entering Unmasked Estep 
Score: -3368413.500000 Penalty: 5116.815430
	Iteration 11Q: 3 clusters Score -3368414 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5924 members 
Mstep: Class 2 contains 24293 members 
Entering Unmasked Estep 
Score: -3368752.000000 Penalty: 5116.815430
	Iteration 12Q: 3 clusters Score -3368752 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -3368990.750000 Penalty: 5116.815430
	Iteration 13Q: 3 clusters Score -3368991 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -3369148.250000 Penalty: 5116.815430
	Iteration 14Q: 3 clusters Score -3369148 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -3369269.000000 Penalty: 5116.815430
	Iteration 15Q: 3 clusters Score -3369269 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -3369363.500000 Penalty: 5116.815430
	Iteration 16Q: 3 clusters Score -3369364 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 25683 members 
Entering Unmasked Estep 
Score: -3369439.500000 Penalty: 5116.815430
	Iteration 17Q: 3 clusters Score -3369440 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4341 members 
Mstep: Class 2 contains 25876 members 
Entering Unmasked Estep 
Score: -3369494.000000 Penalty: 5116.815430
	Iteration 18Q: 3 clusters Score -3369494 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -3369537.750000 Penalty: 5116.815430
	Iteration 19Q: 3 clusters Score -3369538 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -3369593.250000 Penalty: 5116.815430
	Iteration 20F: 3 clusters Score -3369593 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3894 members 
Mstep: Class 2 contains 26323 members 
Entering Unmasked Estep 
Score: -3369622.250000 Penalty: 5116.815430
	Iteration 21Q: 3 clusters Score -3369622 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -3369651.000000 Penalty: 5116.815430
	Iteration 22Q: 3 clusters Score -3369651 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -3369682.500000 Penalty: 5116.815430
	Iteration 23Q: 3 clusters Score -3369682 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -3369712.000000 Penalty: 5116.815430
	Iteration 24Q: 3 clusters Score -3369712 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -3369735.500000 Penalty: 5116.815430
	Iteration 25Q: 3 clusters Score -3369736 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 26871 members 
Entering Unmasked Estep 
Score: -3369762.750000 Penalty: 5116.815430
	Iteration 26Q: 3 clusters Score -3369763 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 26963 members 
Entering Unmasked Estep 
Score: -3369795.750000 Penalty: 5116.815430
	Iteration 27Q: 3 clusters Score -3369796 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -3369807.250000 Penalty: 5116.815430
	Iteration 28Q: 3 clusters Score -3369807 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3087 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -3369830.500000 Penalty: 5116.815430
	Iteration 29Q: 3 clusters Score -3369830 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -3369836.000000 Penalty: 5116.815430
	Iteration 30Q: 3 clusters Score -3369836 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 27244 members 
Entering Unmasked Estep 
Score: -3369857.500000 Penalty: 5116.815430
	Iteration 31Q: 3 clusters Score -3369858 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -3369868.750000 Penalty: 5116.815430
	Iteration 32Q: 3 clusters Score -3369869 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -3369876.750000 Penalty: 5116.815430
	Iteration 33Q: 3 clusters Score -3369877 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -3369890.000000 Penalty: 5116.815430
	Iteration 34Q: 3 clusters Score -3369890 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 27390 members 
Entering Unmasked Estep 
Score: -3369895.500000 Penalty: 5116.815430
	Iteration 35Q: 3 clusters Score -3369896 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 27419 members 
Entering Unmasked Estep 
Score: -3369902.000000 Penalty: 5116.815430
	Iteration 36Q: 3 clusters Score -3369902 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -3369902.500000 Penalty: 5116.815430
	Iteration 37Q: 3 clusters Score -3369902 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -3369906.500000 Penalty: 5116.815430
	Iteration 38Q: 3 clusters Score -3369906 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 27516 members 
Entering Unmasked Estep 
Score: -3369913.500000 Penalty: 5116.815430
	Iteration 39Q: 3 clusters Score -3369914 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -3369913.750000 Penalty: 5116.815430
	Iteration 40F: 3 clusters Score -3369914 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 27552 members 
Entering Unmasked Estep 
Score: -3369909.500000 Penalty: 5116.815430
	Iteration 41Q: 3 clusters Score -3369910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 27563 members 
Entering Unmasked Estep 
Score: -3369917.500000 Penalty: 5116.815430
	Iteration 42Q: 3 clusters Score -3369918 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 27571 members 
Entering Unmasked Estep 
Score: -3369919.250000 Penalty: 5116.815430
	Iteration 43Q: 3 clusters Score -3369919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 27582 members 
Entering Unmasked Estep 
Score: -3369917.000000 Penalty: 5116.815430
	Iteration 44Q: 3 clusters Score -3369917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -3369922.000000 Penalty: 5116.815430
	Iteration 45Q: 3 clusters Score -3369922 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -3369920.000000 Penalty: 5116.815430
	Iteration 46Q: 3 clusters Score -3369920 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -3369923.750000 Penalty: 5116.815430
	Iteration 47Q: 3 clusters Score -3369924 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 27615 members 
Entering Unmasked Estep 
Score: -3369932.750000 Penalty: 5116.815430
	Iteration 48Q: 3 clusters Score -3369933 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 27621 members 
Entering Unmasked Estep 
Score: -3369936.500000 Penalty: 5116.815430
	Iteration 49Q: 3 clusters Score -3369936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -3369930.000000 Penalty: 5116.815430
	Iteration 50Q: 3 clusters Score -3369930 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 27644 members 
Entering Unmasked Estep 
Score: -3369934.500000 Penalty: 5116.815430
	Iteration 51Q: 3 clusters Score -3369934 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 27659 members 
Entering Unmasked Estep 
Score: -3369941.000000 Penalty: 5116.815430
	Iteration 52Q: 3 clusters Score -3369941 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 27672 members 
Entering Unmasked Estep 
Score: -3369942.500000 Penalty: 5116.815430
	Iteration 53Q: 3 clusters Score -3369942 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 27683 members 
Entering Unmasked Estep 
Score: -3369944.750000 Penalty: 5116.815430
	Iteration 54Q: 3 clusters Score -3369945 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -3369945.000000 Penalty: 5116.815430
	Iteration 55Q: 3 clusters Score -3369945 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 27706 members 
Entering Unmasked Estep 
Score: -3369944.500000 Penalty: 5116.815430
	Iteration 56Q: 3 clusters Score -3369944 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -3369948.500000 Penalty: 5116.815430
	Iteration 57Q: 3 clusters Score -3369948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 27727 members 
Entering Unmasked Estep 
Score: -3369949.500000 Penalty: 5116.815430
	Iteration 58Q: 3 clusters Score -3369950 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 27741 members 
Entering Unmasked Estep 
Score: -3369958.750000 Penalty: 5116.815430
	Iteration 59Q: 3 clusters Score -3369959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -3369956.750000 Penalty: 5116.815430
	Iteration 60F: 3 clusters Score -3369957 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -3369962.500000 Penalty: 5116.815430
	Iteration 61Q: 3 clusters Score -3369962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 27782 members 
Entering Unmasked Estep 
Score: -3369968.500000 Penalty: 5116.815430
	Iteration 62Q: 3 clusters Score -3369968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 27796 members 
Entering Unmasked Estep 
Score: -3369968.000000 Penalty: 5116.815430
	Iteration 63Q: 3 clusters Score -3369968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -3369969.250000 Penalty: 5116.815430
	Iteration 64Q: 3 clusters Score -3369969 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -3369968.500000 Penalty: 5116.815430
	Iteration 65Q: 3 clusters Score -3369968 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -3369975.500000 Penalty: 5116.815430
	Iteration 66Q: 3 clusters Score -3369976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 27854 members 
Entering Unmasked Estep 
Score: -3369977.500000 Penalty: 5116.815430
	Iteration 67Q: 3 clusters Score -3369978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -3369978.750000 Penalty: 5116.815430
	Iteration 68Q: 3 clusters Score -3369979 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -3369981.500000 Penalty: 5116.815430
	Iteration 69Q: 3 clusters Score -3369982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 27881 members 
Entering Unmasked Estep 
Score: -3369983.750000 Penalty: 5116.815430
	Iteration 70Q: 3 clusters Score -3369984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -3369986.000000 Penalty: 5116.815430
	Iteration 71Q: 3 clusters Score -3369986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 27895 members 
Entering Unmasked Estep 
Score: -3369989.500000 Penalty: 5116.815430
	Iteration 72Q: 3 clusters Score -3369990 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -3369989.500000 Penalty: 5116.815430
	Iteration 73Q: 3 clusters Score -3369990 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 27918 members 
Entering Unmasked Estep 
Score: -3370000.500000 Penalty: 5116.815430
	Iteration 74Q: 3 clusters Score -3370000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -3370000.750000 Penalty: 5116.815430
	Iteration 75Q: 3 clusters Score -3370001 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -3370001.750000 Penalty: 5116.815430
	Iteration 76Q: 3 clusters Score -3370002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -3370008.500000 Penalty: 5116.815430
	Iteration 77Q: 3 clusters Score -3370008 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 27963 members 
Entering Unmasked Estep 
Score: -3370004.500000 Penalty: 5116.815430
	Iteration 78Q: 3 clusters Score -3370004 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -3370015.000000 Penalty: 5116.815430
	Iteration 79Q: 3 clusters Score -3370015 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -3370022.500000 Penalty: 5116.815430
	Iteration 80F: 3 clusters Score -3370022 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -3370029.250000 Penalty: 5116.815430
	Iteration 81Q: 3 clusters Score -3370029 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -3370030.500000 Penalty: 5116.815430
	Iteration 82Q: 3 clusters Score -3370030 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -3370041.750000 Penalty: 5116.815430
	Iteration 83Q: 3 clusters Score -3370042 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 28093 members 
Entering Unmasked Estep 
Score: -3370043.750000 Penalty: 5116.815430
	Iteration 84Q: 3 clusters Score -3370044 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -3370052.750000 Penalty: 5116.815430
	Iteration 85Q: 3 clusters Score -3370053 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -3370050.750000 Penalty: 5116.815430
	Iteration 86Q: 3 clusters Score -3370051 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -3370050.500000 Penalty: 5116.815430
	Iteration 87Q: 3 clusters Score -3370050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 28158 members 
Entering Unmasked Estep 
Score: -3370061.000000 Penalty: 5116.815430
	Iteration 88Q: 3 clusters Score -3370061 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -3370064.500000 Penalty: 5116.815430
	Iteration 89Q: 3 clusters Score -3370064 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -3370067.500000 Penalty: 5116.815430
	Iteration 90Q: 3 clusters Score -3370068 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 28194 members 
Entering Unmasked Estep 
Score: -3370066.000000 Penalty: 5116.815430
	Iteration 91Q: 3 clusters Score -3370066 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -3370071.000000 Penalty: 5116.815430
	Iteration 92Q: 3 clusters Score -3370071 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 28211 members 
Entering Unmasked Estep 
Score: -3370075.000000 Penalty: 5116.815430
	Iteration 93Q: 3 clusters Score -3370075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 28215 members 
Entering Unmasked Estep 
Score: -3370079.000000 Penalty: 5116.815430
	Iteration 94Q: 3 clusters Score -3370079 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -3370075.500000 Penalty: 5116.815430
	Iteration 95Q: 3 clusters Score -3370076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 28236 members 
Entering Unmasked Estep 
Score: -3370086.000000 Penalty: 5116.815430
	Iteration 96Q: 3 clusters Score -3370086 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -3370081.750000 Penalty: 5116.815430
	Iteration 97Q: 3 clusters Score -3370082 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -3370088.000000 Penalty: 5116.815430
	Iteration 98Q: 3 clusters Score -3370088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 28293 members 
Entering Unmasked Estep 
Score: -3370102.250000 Penalty: 5116.815430
	Iteration 99Q: 3 clusters Score -3370102 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -3370105.000000 Penalty: 5116.815430
	Iteration 100F: 3 clusters Score -3370105 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -3370112.500000 Penalty: 5116.815430
	Iteration 101Q: 3 clusters Score -3370112 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 28349 members 
Entering Unmasked Estep 
Score: -3370118.750000 Penalty: 5116.815430
	Iteration 102Q: 3 clusters Score -3370119 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 28361 members 
Entering Unmasked Estep 
Score: -3370117.000000 Penalty: 5116.815430
	Iteration 103Q: 3 clusters Score -3370117 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 28382 members 
Entering Unmasked Estep 
Score: -3370130.750000 Penalty: 5116.815430
	Iteration 104Q: 3 clusters Score -3370131 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 28397 members 
Entering Unmasked Estep 
Score: -3370138.000000 Penalty: 5116.815430
	Iteration 105Q: 3 clusters Score -3370138 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 28413 members 
Entering Unmasked Estep 
Score: -3370136.750000 Penalty: 5116.815430
	Iteration 106Q: 3 clusters Score -3370137 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -3370144.500000 Penalty: 5116.815430
	Iteration 107Q: 3 clusters Score -3370144 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 28442 members 
Entering Unmasked Estep 
Score: -3370147.250000 Penalty: 5116.815430
	Iteration 108Q: 3 clusters Score -3370147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 28448 members 
Entering Unmasked Estep 
Score: -3370150.500000 Penalty: 5116.815430
	Iteration 109Q: 3 clusters Score -3370150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -3370158.750000 Penalty: 5116.815430
	Iteration 110Q: 3 clusters Score -3370159 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 28471 members 
Entering Unmasked Estep 
Score: -3370159.000000 Penalty: 5116.815430
	Iteration 111Q: 3 clusters Score -3370159 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -3370164.000000 Penalty: 5116.815430
	Iteration 112Q: 3 clusters Score -3370164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -3370170.500000 Penalty: 5116.815430
	Iteration 113Q: 3 clusters Score -3370170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -3370171.500000 Penalty: 5116.815430
	Iteration 114Q: 3 clusters Score -3370172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 28487 members 
Entering Unmasked Estep 
Score: -3370177.000000 Penalty: 5116.815430
	Iteration 115Q: 3 clusters Score -3370177 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
Score: -3370182.250000 Penalty: 5116.815430
	Iteration 116Q: 3 clusters Score -3370182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 28491 members 
Entering Unmasked Estep 
Score: -3370182.750000 Penalty: 5116.815430
	Iteration 117Q: 3 clusters Score -3370183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3370183.000000 Penalty: 5116.815430
	Iteration 118Q: 3 clusters Score -3370183 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 28493 members 
Entering Unmasked Estep 
Score: -3370183.000000 Penalty: 5116.815430
	Iteration 119F: 3 clusters Score -3370183 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (309818 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309818 members 
Entering Unmasked Estep 
Score: -36342844.000000 Penalty: 3135.647705
	Iteration 0F: 2 clusters Score -3.634284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155048 members 
Mstep: Class 2 contains 154770 members 
Entering Unmasked Estep 
Score: -36148320.000000 Penalty: 6271.295410
	Iteration 0F: 3 clusters Score -3.614832e+07 nChanged 149852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157884 members 
Mstep: Class 2 contains 151934 members 
Entering Unmasked Estep 
Score: -36236580.000000 Penalty: 6271.295410
	Iteration 1F: 3 clusters Score -3.623658e+07 nChanged 7803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159843 members 
Mstep: Class 2 contains 149975 members 
Entering Unmasked Estep 
Score: -36237920.000000 Penalty: 6271.295410
	Iteration 2Q: 3 clusters Score -3.623792e+07 nChanged 8518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162677 members 
Mstep: Class 2 contains 147141 members 
Entering Unmasked Estep 
Score: -36240124.000000 Penalty: 6271.295410
	Iteration 3Q: 3 clusters Score -3.624012e+07 nChanged 9791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166736 members 
Mstep: Class 2 contains 143082 members 
Entering Unmasked Estep 
Score: -36243336.000000 Penalty: 6271.295410
	Iteration 4Q: 3 clusters Score -3.624334e+07 nChanged 12026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172376 members 
Mstep: Class 2 contains 137442 members 
Entering Unmasked Estep 
Score: -36248196.000000 Penalty: 6271.295410
	Iteration 5Q: 3 clusters Score -3.62482e+07 nChanged 15111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179869 members 
Mstep: Class 2 contains 129949 members 
Entering Unmasked Estep 
Score: -36256916.000000 Penalty: 6271.295410
	Iteration 6Q: 3 clusters Score -3.625692e+07 nChanged 18632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187959 members 
Mstep: Class 2 contains 121859 members 
Entering Unmasked Estep 
Score: -36271096.000000 Penalty: 6271.295410
	Iteration 7F: 3 clusters Score -3.62711e+07 nChanged 21214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193963 members 
Mstep: Class 2 contains 115855 members 
Entering Unmasked Estep 
Score: -36288572.000000 Penalty: 6271.295410
	Iteration 8F: 3 clusters Score -3.628857e+07 nChanged 20240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196549 members 
Mstep: Class 2 contains 113269 members 
Entering Unmasked Estep 
Score: -36301336.000000 Penalty: 6271.295410
	Iteration 9F: 3 clusters Score -3.630134e+07 nChanged 14714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197023 members 
Mstep: Class 2 contains 112795 members 
Entering Unmasked Estep 
Score: -36306524.000000 Penalty: 6271.295410
	Iteration 10Q: 3 clusters Score -3.630652e+07 nChanged 8549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196770 members 
Mstep: Class 2 contains 113048 members 
Entering Unmasked Estep 
Score: -36308052.000000 Penalty: 6271.295410
	Iteration 11Q: 3 clusters Score -3.630805e+07 nChanged 5166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196256 members 
Mstep: Class 2 contains 113562 members 
Entering Unmasked Estep 
Score: -36309012.000000 Penalty: 6271.295410
	Iteration 12Q: 3 clusters Score -3.630901e+07 nChanged 3891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195505 members 
Mstep: Class 2 contains 114313 members 
Entering Unmasked Estep 
Score: -36309464.000000 Penalty: 6271.295410
	Iteration 13Q: 3 clusters Score -3.630946e+07 nChanged 3581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194556 members 
Mstep: Class 2 contains 115262 members 
Entering Unmasked Estep 
Score: -36310012.000000 Penalty: 6271.295410
	Iteration 14Q: 3 clusters Score -3.631001e+07 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193368 members 
Mstep: Class 2 contains 116450 members 
Entering Unmasked Estep 
Score: -36310492.000000 Penalty: 6271.295410
	Iteration 15Q: 3 clusters Score -3.631049e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191915 members 
Mstep: Class 2 contains 117903 members 
Entering Unmasked Estep 
Score: -36310884.000000 Penalty: 6271.295410
	Iteration 16Q: 3 clusters Score -3.631088e+07 nChanged 3378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190189 members 
Mstep: Class 2 contains 119629 members 
Entering Unmasked Estep 
Score: -36311364.000000 Penalty: 6271.295410
	Iteration 17Q: 3 clusters Score -3.631136e+07 nChanged 3358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188243 members 
Mstep: Class 2 contains 121575 members 
Entering Unmasked Estep 
Score: -36311676.000000 Penalty: 6271.295410
	Iteration 18Q: 3 clusters Score -3.631168e+07 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186194 members 
Mstep: Class 2 contains 123624 members 
Entering Unmasked Estep 
Score: -36312352.000000 Penalty: 6271.295410
	Iteration 19Q: 3 clusters Score -3.631235e+07 nChanged 3368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183932 members 
Mstep: Class 2 contains 125886 members 
Entering Unmasked Estep 
Score: -36312780.000000 Penalty: 6271.295410
	Iteration 20F: 3 clusters Score -3.631278e+07 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181568 members 
Mstep: Class 2 contains 128250 members 
Entering Unmasked Estep 
Score: -36313204.000000 Penalty: 6271.295410
	Iteration 21Q: 3 clusters Score -3.63132e+07 nChanged 3486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179014 members 
Mstep: Class 2 contains 130804 members 
Entering Unmasked Estep 
Score: -36313844.000000 Penalty: 6271.295410
	Iteration 22Q: 3 clusters Score -3.631384e+07 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176437 members 
Mstep: Class 2 contains 133381 members 
Entering Unmasked Estep 
Score: -36314460.000000 Penalty: 6271.295410
	Iteration 23Q: 3 clusters Score -3.631446e+07 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173712 members 
Mstep: Class 2 contains 136106 members 
Entering Unmasked Estep 
Score: -36315072.000000 Penalty: 6271.295410
	Iteration 24Q: 3 clusters Score -3.631507e+07 nChanged 3816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170774 members 
Mstep: Class 2 contains 139044 members 
Entering Unmasked Estep 
Score: -36315796.000000 Penalty: 6271.295410
	Iteration 25Q: 3 clusters Score -3.63158e+07 nChanged 3997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167641 members 
Mstep: Class 2 contains 142177 members 
Entering Unmasked Estep 
Score: -36316548.000000 Penalty: 6271.295410
	Iteration 26Q: 3 clusters Score -3.631655e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164184 members 
Mstep: Class 2 contains 145634 members 
Entering Unmasked Estep 
Score: -36317452.000000 Penalty: 6271.295410
	Iteration 27Q: 3 clusters Score -3.631745e+07 nChanged 4518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160378 members 
Mstep: Class 2 contains 149440 members 
Entering Unmasked Estep 
Score: -36318664.000000 Penalty: 6271.295410
	Iteration 28Q: 3 clusters Score -3.631866e+07 nChanged 4771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156215 members 
Mstep: Class 2 contains 153603 members 
Entering Unmasked Estep 
Score: -36320088.000000 Penalty: 6271.295410
	Iteration 29Q: 3 clusters Score -3.632009e+07 nChanged 5171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151544 members 
Mstep: Class 2 contains 158274 members 
Entering Unmasked Estep 
Score: -36321844.000000 Penalty: 6271.295410
	Iteration 30Q: 3 clusters Score -3.632184e+07 nChanged 5762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146180 members 
Mstep: Class 2 contains 163638 members 
Entering Unmasked Estep 
Score: -36323556.000000 Penalty: 6271.295410
	Iteration 31Q: 3 clusters Score -3.632356e+07 nChanged 6317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140215 members 
Mstep: Class 2 contains 169603 members 
Entering Unmasked Estep 
Score: -36325860.000000 Penalty: 6271.295410
	Iteration 32Q: 3 clusters Score -3.632586e+07 nChanged 6693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133812 members 
Mstep: Class 2 contains 176006 members 
Entering Unmasked Estep 
Score: -36328228.000000 Penalty: 6271.295410
	Iteration 33Q: 3 clusters Score -3.632823e+07 nChanged 6876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127192 members 
Mstep: Class 2 contains 182626 members 
Entering Unmasked Estep 
Score: -36330512.000000 Penalty: 6271.295410
	Iteration 34Q: 3 clusters Score -3.633051e+07 nChanged 6852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120532 members 
Mstep: Class 2 contains 189286 members 
Entering Unmasked Estep 
Score: -36332260.000000 Penalty: 6271.295410
	Iteration 35Q: 3 clusters Score -3.633226e+07 nChanged 6860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113756 members 
Mstep: Class 2 contains 196062 members 
Entering Unmasked Estep 
Score: -36333064.000000 Penalty: 6271.295410
	Iteration 36Q: 3 clusters Score -3.633306e+07 nChanged 6706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107076 members 
Mstep: Class 2 contains 202742 members 
Entering Unmasked Estep 
Score: -36334368.000000 Penalty: 6271.295410
	Iteration 37Q: 3 clusters Score -3.633437e+07 nChanged 6232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100856 members 
Mstep: Class 2 contains 208962 members 
Entering Unmasked Estep 
Score: -36334960.000000 Penalty: 6271.295410
	Iteration 38Q: 3 clusters Score -3.633496e+07 nChanged 5906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94950 members 
Mstep: Class 2 contains 214868 members 
Entering Unmasked Estep 
Score: -36335508.000000 Penalty: 6271.295410
	Iteration 39Q: 3 clusters Score -3.633551e+07 nChanged 5692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89258 members 
Mstep: Class 2 contains 220560 members 
Entering Unmasked Estep 
Score: -36338224.000000 Penalty: 6271.295410
	Iteration 40F: 3 clusters Score -3.633822e+07 nChanged 7679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81579 members 
Mstep: Class 2 contains 228239 members 
Entering Unmasked Estep 
Score: -36340316.000000 Penalty: 6271.295410
	Iteration 41Q: 3 clusters Score -3.634032e+07 nChanged 7207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74372 members 
Mstep: Class 2 contains 235446 members 
Entering Unmasked Estep 
Score: -36341932.000000 Penalty: 6271.295410
	Iteration 42Q: 3 clusters Score -3.634193e+07 nChanged 6805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 242245 members 
Entering Unmasked Estep 
Score: -36342752.000000 Penalty: 6271.295410
	Iteration 43Q: 3 clusters Score -3.634275e+07 nChanged 6334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61251 members 
Mstep: Class 2 contains 248567 members 
Entering Unmasked Estep 
Score: -36343680.000000 Penalty: 6271.295410
	Iteration 44Q: 3 clusters Score -3.634368e+07 nChanged 5639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 254202 members 
Entering Unmasked Estep 
Score: -36344824.000000 Penalty: 6271.295410
	Iteration 45Q: 3 clusters Score -3.634482e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50573 members 
Mstep: Class 2 contains 259245 members 
Entering Unmasked Estep 
Score: -36345800.000000 Penalty: 6271.295410
	Iteration 46Q: 3 clusters Score -3.63458e+07 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46079 members 
Mstep: Class 2 contains 263739 members 
Entering Unmasked Estep 
Score: -36346508.000000 Penalty: 6271.295410
	Iteration 47Q: 3 clusters Score -3.634651e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42124 members 
Mstep: Class 2 contains 267694 members 
Entering Unmasked Estep 
Score: -36347016.000000 Penalty: 6271.295410
	Iteration 48Q: 3 clusters Score -3.634702e+07 nChanged 3650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38474 members 
Mstep: Class 2 contains 271344 members 
Entering Unmasked Estep 
Score: -36347492.000000 Penalty: 6271.295410
	Iteration 49Q: 3 clusters Score -3.634749e+07 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 274568 members 
Entering Unmasked Estep 
Score: -36347900.000000 Penalty: 6271.295410
	Iteration 50Q: 3 clusters Score -3.63479e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 277391 members 
Entering Unmasked Estep 
Score: -36348264.000000 Penalty: 6271.295410
	Iteration 51Q: 3 clusters Score -3.634826e+07 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 279884 members 
Entering Unmasked Estep 
Score: -36348368.000000 Penalty: 6271.295410
	Iteration 52Q: 3 clusters Score -3.634837e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27800 members 
Mstep: Class 2 contains 282018 members 
Entering Unmasked Estep 
Score: -36348552.000000 Penalty: 6271.295410
	Iteration 53Q: 3 clusters Score -3.634855e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 283798 members 
Entering Unmasked Estep 
Score: -36348636.000000 Penalty: 6271.295410
	Iteration 54Q: 3 clusters Score -3.634864e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 285340 members 
Entering Unmasked Estep 
Score: -36348668.000000 Penalty: 6271.295410
	Iteration 55Q: 3 clusters Score -3.634867e+07 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 286676 members 
Entering Unmasked Estep 
Score: -36348624.000000 Penalty: 6271.295410
	Iteration 56Q: 3 clusters Score -3.634862e+07 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 287733 members 
Entering Unmasked Estep 
Score: -36348556.000000 Penalty: 6271.295410
	Iteration 57Q: 3 clusters Score -3.634856e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 288650 members 
Entering Unmasked Estep 
Score: -36348580.000000 Penalty: 6271.295410
	Iteration 58Q: 3 clusters Score -3.634858e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 289442 members 
Entering Unmasked Estep 
Score: -36348544.000000 Penalty: 6271.295410
	Iteration 59Q: 3 clusters Score -3.634854e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19681 members 
Mstep: Class 2 contains 290137 members 
Entering Unmasked Estep 
Score: -36348860.000000 Penalty: 6271.295410
	Iteration 60F: 3 clusters Score -3.634886e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 291244 members 
Entering Unmasked Estep 
Score: -36348740.000000 Penalty: 6271.295410
	Iteration 61Q: 3 clusters Score -3.634874e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 292300 members 
Entering Unmasked Estep 
Score: -36348908.000000 Penalty: 6271.295410
	Iteration 62Q: 3 clusters Score -3.634891e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 293216 members 
Entering Unmasked Estep 
Score: -36348924.000000 Penalty: 6271.295410
	Iteration 63Q: 3 clusters Score -3.634892e+07 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 294030 members 
Entering Unmasked Estep 
Score: -36349020.000000 Penalty: 6271.295410
	Iteration 64Q: 3 clusters Score -3.634902e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 294762 members 
Entering Unmasked Estep 
Score: -36349140.000000 Penalty: 6271.295410
	Iteration 65Q: 3 clusters Score -3.634914e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14425 members 
Mstep: Class 2 contains 295393 members 
Entering Unmasked Estep 
Score: -36349160.000000 Penalty: 6271.295410
	Iteration 66Q: 3 clusters Score -3.634916e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13862 members 
Mstep: Class 2 contains 295956 members 
Entering Unmasked Estep 
Score: -36349164.000000 Penalty: 6271.295410
	Iteration 67Q: 3 clusters Score -3.634916e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 296472 members 
Entering Unmasked Estep 
Score: -36349188.000000 Penalty: 6271.295410
	Iteration 68Q: 3 clusters Score -3.634919e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12908 members 
Mstep: Class 2 contains 296910 members 
Entering Unmasked Estep 
Score: -36349232.000000 Penalty: 6271.295410
	Iteration 69Q: 3 clusters Score -3.634923e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12492 members 
Mstep: Class 2 contains 297326 members 
Entering Unmasked Estep 
Score: -36349080.000000 Penalty: 6271.295410
	Iteration 70Q: 3 clusters Score -3.634908e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12123 members 
Mstep: Class 2 contains 297695 members 
Entering Unmasked Estep 
Score: -36349032.000000 Penalty: 6271.295410
	Iteration 71Q: 3 clusters Score -3.634903e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 298044 members 
Entering Unmasked Estep 
Score: -36348912.000000 Penalty: 6271.295410
	Iteration 72Q: 3 clusters Score -3.634891e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 298342 members 
Entering Unmasked Estep 
Score: -36348752.000000 Penalty: 6271.295410
	Iteration 73Q: 3 clusters Score -3.634875e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 298645 members 
Entering Unmasked Estep 
Score: -36348616.000000 Penalty: 6271.295410
	Iteration 74Q: 3 clusters Score -3.634862e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 298926 members 
Entering Unmasked Estep 
Score: -36348500.000000 Penalty: 6271.295410
	Iteration 75Q: 3 clusters Score -3.63485e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10604 members 
Mstep: Class 2 contains 299214 members 
Entering Unmasked Estep 
Score: -36348388.000000 Penalty: 6271.295410
	Iteration 76Q: 3 clusters Score -3.634839e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 299490 members 
Entering Unmasked Estep 
Score: -36348256.000000 Penalty: 6271.295410
	Iteration 77Q: 3 clusters Score -3.634826e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 299772 members 
Entering Unmasked Estep 
Score: -36348116.000000 Penalty: 6271.295410
	Iteration 78Q: 3 clusters Score -3.634812e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 300031 members 
Entering Unmasked Estep 
Score: -36347952.000000 Penalty: 6271.295410
	Iteration 79Q: 3 clusters Score -3.634795e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 300258 members 
Entering Unmasked Estep 
Score: -36347892.000000 Penalty: 6271.295410
	Iteration 80F: 3 clusters Score -3.634789e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 300465 members 
Entering Unmasked Estep 
Score: -36347792.000000 Penalty: 6271.295410
	Iteration 81Q: 3 clusters Score -3.634779e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 300653 members 
Entering Unmasked Estep 
Score: -36347648.000000 Penalty: 6271.295410
	Iteration 82Q: 3 clusters Score -3.634765e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 300833 members 
Entering Unmasked Estep 
Score: -36347488.000000 Penalty: 6271.295410
	Iteration 83Q: 3 clusters Score -3.634749e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 300999 members 
Entering Unmasked Estep 
Score: -36347360.000000 Penalty: 6271.295410
	Iteration 84Q: 3 clusters Score -3.634736e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 301162 members 
Entering Unmasked Estep 
Score: -36347292.000000 Penalty: 6271.295410
	Iteration 85Q: 3 clusters Score -3.634729e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 301300 members 
Entering Unmasked Estep 
Score: -36347232.000000 Penalty: 6271.295410
	Iteration 86Q: 3 clusters Score -3.634723e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 301424 members 
Entering Unmasked Estep 
Score: -36347180.000000 Penalty: 6271.295410
	Iteration 87Q: 3 clusters Score -3.634718e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 301552 members 
Entering Unmasked Estep 
Score: -36347072.000000 Penalty: 6271.295410
	Iteration 88Q: 3 clusters Score -3.634707e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8160 members 
Mstep: Class 2 contains 301658 members 
Entering Unmasked Estep 
Score: -36347016.000000 Penalty: 6271.295410
	Iteration 89Q: 3 clusters Score -3.634702e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 301761 members 
Entering Unmasked Estep 
Score: -36346956.000000 Penalty: 6271.295410
	Iteration 90Q: 3 clusters Score -3.634696e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 301846 members 
Entering Unmasked Estep 
Score: -36346932.000000 Penalty: 6271.295410
	Iteration 91Q: 3 clusters Score -3.634693e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 301915 members 
Entering Unmasked Estep 
Score: -36346880.000000 Penalty: 6271.295410
	Iteration 92Q: 3 clusters Score -3.634688e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 301991 members 
Entering Unmasked Estep 
Score: -36346824.000000 Penalty: 6271.295410
	Iteration 93Q: 3 clusters Score -3.634682e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 302055 members 
Entering Unmasked Estep 
Score: -36346800.000000 Penalty: 6271.295410
	Iteration 94Q: 3 clusters Score -3.63468e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7714 members 
Mstep: Class 2 contains 302104 members 
Entering Unmasked Estep 
Score: -36346776.000000 Penalty: 6271.295410
	Iteration 95Q: 3 clusters Score -3.634678e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 302159 members 
Entering Unmasked Estep 
Score: -36346756.000000 Penalty: 6271.295410
	Iteration 96Q: 3 clusters Score -3.634676e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7599 members 
Mstep: Class 2 contains 302219 members 
Entering Unmasked Estep 
Score: -36346736.000000 Penalty: 6271.295410
	Iteration 97Q: 3 clusters Score -3.634674e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7542 members 
Mstep: Class 2 contains 302276 members 
Entering Unmasked Estep 
Score: -36346688.000000 Penalty: 6271.295410
	Iteration 98Q: 3 clusters Score -3.634669e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7506 members 
Mstep: Class 2 contains 302312 members 
Entering Unmasked Estep 
Score: -36346636.000000 Penalty: 6271.295410
	Iteration 99Q: 3 clusters Score -3.634664e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 302348 members 
Entering Unmasked Estep 
Score: -36346604.000000 Penalty: 6271.295410
	Iteration 100F: 3 clusters Score -3.63466e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 302384 members 
Entering Unmasked Estep 
Score: -36346612.000000 Penalty: 6271.295410
	Iteration 101Q: 3 clusters Score -3.634661e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 302416 members 
Entering Unmasked Estep 
Score: -36346592.000000 Penalty: 6271.295410
	Iteration 102Q: 3 clusters Score -3.634659e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 302443 members 
Entering Unmasked Estep 
Score: -36346576.000000 Penalty: 6271.295410
	Iteration 103Q: 3 clusters Score -3.634658e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 302460 members 
Entering Unmasked Estep 
Score: -36346568.000000 Penalty: 6271.295410
	Iteration 104Q: 3 clusters Score -3.634657e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 302475 members 
Entering Unmasked Estep 
Score: -36346568.000000 Penalty: 6271.295410
	Iteration 105Q: 3 clusters Score -3.634657e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 302492 members 
Entering Unmasked Estep 
Score: -36346568.000000 Penalty: 6271.295410
	Iteration 106Q: 3 clusters Score -3.634657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 302511 members 
Entering Unmasked Estep 
Score: -36346552.000000 Penalty: 6271.295410
	Iteration 107Q: 3 clusters Score -3.634655e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 302527 members 
Entering Unmasked Estep 
Score: -36346540.000000 Penalty: 6271.295410
	Iteration 108Q: 3 clusters Score -3.634654e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 302539 members 
Entering Unmasked Estep 
Score: -36346516.000000 Penalty: 6271.295410
	Iteration 109Q: 3 clusters Score -3.634652e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 302552 members 
Entering Unmasked Estep 
Score: -36346512.000000 Penalty: 6271.295410
	Iteration 110Q: 3 clusters Score -3.634651e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7251 members 
Mstep: Class 2 contains 302567 members 
Entering Unmasked Estep 
Score: -36346484.000000 Penalty: 6271.295410
	Iteration 111Q: 3 clusters Score -3.634648e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 302589 members 
Entering Unmasked Estep 
Score: -36346448.000000 Penalty: 6271.295410
	Iteration 112Q: 3 clusters Score -3.634645e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7209 members 
Mstep: Class 2 contains 302609 members 
Entering Unmasked Estep 
Score: -36346468.000000 Penalty: 6271.295410
	Iteration 113Q: 3 clusters Score -3.634647e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 302627 members 
Entering Unmasked Estep 
Score: -36346464.000000 Penalty: 6271.295410
	Iteration 114Q: 3 clusters Score -3.634646e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 302648 members 
Entering Unmasked Estep 
Score: -36346452.000000 Penalty: 6271.295410
	Iteration 115Q: 3 clusters Score -3.634645e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 302669 members 
Entering Unmasked Estep 
Score: -36346432.000000 Penalty: 6271.295410
	Iteration 116Q: 3 clusters Score -3.634643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 302685 members 
Entering Unmasked Estep 
Score: -36346448.000000 Penalty: 6271.295410
	Iteration 117Q: 3 clusters Score -3.634645e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 302702 members 
Entering Unmasked Estep 
Score: -36346432.000000 Penalty: 6271.295410
	Iteration 118Q: 3 clusters Score -3.634643e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 302723 members 
Entering Unmasked Estep 
Score: -36346420.000000 Penalty: 6271.295410
	Iteration 119Q: 3 clusters Score -3.634642e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7076 members 
Mstep: Class 2 contains 302742 members 
Entering Unmasked Estep 
Score: -36346416.000000 Penalty: 6271.295410
	Iteration 120F: 3 clusters Score -3.634642e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7059 members 
Mstep: Class 2 contains 302759 members 
Entering Unmasked Estep 
Score: -36346384.000000 Penalty: 6271.295410
	Iteration 121Q: 3 clusters Score -3.634638e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 302771 members 
Entering Unmasked Estep 
Score: -36346372.000000 Penalty: 6271.295410
	Iteration 122Q: 3 clusters Score -3.634637e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 302781 members 
Entering Unmasked Estep 
Score: -36346340.000000 Penalty: 6271.295410
	Iteration 123Q: 3 clusters Score -3.634634e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 302795 members 
Entering Unmasked Estep 
Score: -36346324.000000 Penalty: 6271.295410
	Iteration 124Q: 3 clusters Score -3.634632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Mstep: Class 2 contains 302806 members 
Entering Unmasked Estep 
Score: -36346324.000000 Penalty: 6271.295410
	Iteration 125Q: 3 clusters Score -3.634632e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7001 members 
Mstep: Class 2 contains 302817 members 
Entering Unmasked Estep 
Score: -36346312.000000 Penalty: 6271.295410
	Iteration 126Q: 3 clusters Score -3.634631e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 302829 members 
Entering Unmasked Estep 
Score: -36346312.000000 Penalty: 6271.295410
	Iteration 127Q: 3 clusters Score -3.634631e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 302842 members 
Entering Unmasked Estep 
Score: -36346320.000000 Penalty: 6271.295410
	Iteration 128Q: 3 clusters Score -3.634632e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6962 members 
Mstep: Class 2 contains 302856 members 
Entering Unmasked Estep 
Score: -36346284.000000 Penalty: 6271.295410
	Iteration 129Q: 3 clusters Score -3.634628e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 302869 members 
Entering Unmasked Estep 
Score: -36346272.000000 Penalty: 6271.295410
	Iteration 130Q: 3 clusters Score -3.634627e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 302884 members 
Entering Unmasked Estep 
Score: -36346244.000000 Penalty: 6271.295410
	Iteration 131Q: 3 clusters Score -3.634624e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 302898 members 
Entering Unmasked Estep 
Score: -36346236.000000 Penalty: 6271.295410
	Iteration 132Q: 3 clusters Score -3.634624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 302907 members 
Entering Unmasked Estep 
Score: -36346236.000000 Penalty: 6271.295410
	Iteration 133Q: 3 clusters Score -3.634624e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 302916 members 
Entering Unmasked Estep 
Score: -36346244.000000 Penalty: 6271.295410
	Iteration 134Q: 3 clusters Score -3.634624e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 302931 members 
Entering Unmasked Estep 
Score: -36346200.000000 Penalty: 6271.295410
	Iteration 135Q: 3 clusters Score -3.63462e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 302946 members 
Entering Unmasked Estep 
Score: -36346192.000000 Penalty: 6271.295410
	Iteration 136Q: 3 clusters Score -3.634619e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 302962 members 
Entering Unmasked Estep 
Score: -36346192.000000 Penalty: 6271.295410
	Iteration 137Q: 3 clusters Score -3.634619e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6837 members 
Mstep: Class 2 contains 302981 members 
Entering Unmasked Estep 
Score: -36346216.000000 Penalty: 6271.295410
	Iteration 138Q: 3 clusters Score -3.634622e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 303002 members 
Entering Unmasked Estep 
Score: -36346196.000000 Penalty: 6271.295410
	Iteration 139Q: 3 clusters Score -3.63462e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 303018 members 
Entering Unmasked Estep 
Score: -36346180.000000 Penalty: 6271.295410
	Iteration 140F: 3 clusters Score -3.634618e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 303034 members 
Entering Unmasked Estep 
Score: -36346188.000000 Penalty: 6271.295410
	Iteration 141Q: 3 clusters Score -3.634619e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 303049 members 
Entering Unmasked Estep 
Score: -36346172.000000 Penalty: 6271.295410
	Iteration 142Q: 3 clusters Score -3.634617e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6757 members 
Mstep: Class 2 contains 303061 members 
Entering Unmasked Estep 
Score: -36346160.000000 Penalty: 6271.295410
	Iteration 143Q: 3 clusters Score -3.634616e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 303078 members 
Entering Unmasked Estep 
Score: -36346108.000000 Penalty: 6271.295410
	Iteration 144Q: 3 clusters Score -3.634611e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 303096 members 
Entering Unmasked Estep 
Score: -36346112.000000 Penalty: 6271.295410
	Iteration 145Q: 3 clusters Score -3.634611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6705 members 
Mstep: Class 2 contains 303113 members 
Entering Unmasked Estep 
Score: -36346108.000000 Penalty: 6271.295410
	Iteration 146Q: 3 clusters Score -3.634611e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6686 members 
Mstep: Class 2 contains 303132 members 
Entering Unmasked Estep 
Score: -36346072.000000 Penalty: 6271.295410
	Iteration 147Q: 3 clusters Score -3.634607e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6670 members 
Mstep: Class 2 contains 303148 members 
Entering Unmasked Estep 
Score: -36346076.000000 Penalty: 6271.295410
	Iteration 148Q: 3 clusters Score -3.634608e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 303165 members 
Entering Unmasked Estep 
Score: -36346040.000000 Penalty: 6271.295410
	Iteration 149Q: 3 clusters Score -3.634604e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 303190 members 
Entering Unmasked Estep 
Score: -36346032.000000 Penalty: 6271.295410
	Iteration 150Q: 3 clusters Score -3.634603e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6604 members 
Mstep: Class 2 contains 303214 members 
Entering Unmasked Estep 
Score: -36346016.000000 Penalty: 6271.295410
	Iteration 151Q: 3 clusters Score -3.634602e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6586 members 
Mstep: Class 2 contains 303232 members 
Entering Unmasked Estep 
Score: -36346028.000000 Penalty: 6271.295410
	Iteration 152Q: 3 clusters Score -3.634603e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 303253 members 
Entering Unmasked Estep 
Score: -36346000.000000 Penalty: 6271.295410
	Iteration 153Q: 3 clusters Score -3.6346e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 303274 members 
Entering Unmasked Estep 
Score: -36346004.000000 Penalty: 6271.295410
	Iteration 154Q: 3 clusters Score -3.6346e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 303289 members 
Entering Unmasked Estep 
Score: -36346016.000000 Penalty: 6271.295410
	Iteration 155Q: 3 clusters Score -3.634602e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 303299 members 
Entering Unmasked Estep 
Score: -36345992.000000 Penalty: 6271.295410
	Iteration 156Q: 3 clusters Score -3.634599e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 303309 members 
Entering Unmasked Estep 
Score: -36346004.000000 Penalty: 6271.295410
	Iteration 157Q: 3 clusters Score -3.6346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 303313 members 
Entering Unmasked Estep 
Score: -36345988.000000 Penalty: 6271.295410
	Iteration 158Q: 3 clusters Score -3.634599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 303315 members 
Entering Unmasked Estep 
Score: -36345984.000000 Penalty: 6271.295410
	Iteration 159Q: 3 clusters Score -3.634598e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 303318 members 
Entering Unmasked Estep 
Score: -36345992.000000 Penalty: 6271.295410
	Iteration 160F: 3 clusters Score -3.634599e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 303320 members 
Entering Unmasked Estep 
Score: -36345996.000000 Penalty: 6271.295410
	Iteration 161Q: 3 clusters Score -3.6346e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 303324 members 
Entering Unmasked Estep 
Score: -36346000.000000 Penalty: 6271.295410
	Iteration 162Q: 3 clusters Score -3.6346e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 303326 members 
Entering Unmasked Estep 
Score: -36345972.000000 Penalty: 6271.295410
	Iteration 163Q: 3 clusters Score -3.634597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 303326 members 
Entering Unmasked Estep 
Score: -36345972.000000 Penalty: 6271.295410
	Iteration 164F: 3 clusters Score -3.634597e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 303326 members 
Mstep: Class 5 contains 30019 members 
Mstep: Class 6 contains 58328 members 
Mstep: Class 7 contains 235135 members 
Mstep: Class 8 contains 29845 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 306108 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 255035 members 
Mstep: Class 20 contains 10618 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 80559 members 
Entering Unmasked Estep 
Score: -161369520.000000 Penalty: 70259.523438
Splitting cluster 2 changes total score from -161364928.000000 to -161369520.000000
So it's getting split into cluster 3.
Entering ConstructFrom: 
Trying to split cluster 5 (30019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30019 members 
Entering Unmasked Estep 
Score: -3264274.750000 Penalty: 2556.777344
	Iteration 0F: 2 clusters Score -3264275 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14967 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -3243682.250000 Penalty: 5113.554688
	Iteration 0F: 3 clusters Score -3243682 nChanged 13557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3251230.250000 Penalty: 5113.554688
	Iteration 1F: 3 clusters Score -3251230 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
Score: -3251970.500000 Penalty: 5113.554688
	Iteration 2F: 3 clusters Score -3251970 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14460 members 
Mstep: Class 2 contains 15559 members 
Entering Unmasked Estep 
Score: -3252938.250000 Penalty: 5113.554688
	Iteration 3F: 3 clusters Score -3252938 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 15767 members 
Entering Unmasked Estep 
Score: -3254206.750000 Penalty: 5113.554688
	Iteration 4F: 3 clusters Score -3254207 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 16028 members 
Entering Unmasked Estep 
Score: -3255872.500000 Penalty: 5113.554688
	Iteration 5F: 3 clusters Score -3255872 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13666 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3257815.000000 Penalty: 5113.554688
	Iteration 6F: 3 clusters Score -3257815 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 16630 members 
Entering Unmasked Estep 
Score: -3259542.250000 Penalty: 5113.554688
	Iteration 7F: 3 clusters Score -3259542 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -3260701.000000 Penalty: 5113.554688
	Iteration 8F: 3 clusters Score -3260701 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3261543.000000 Penalty: 5113.554688
	Iteration 9Q: 3 clusters Score -3261543 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -3262145.750000 Penalty: 5113.554688
	Iteration 10Q: 3 clusters Score -3262146 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13670 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -3262607.500000 Penalty: 5113.554688
	Iteration 11Q: 3 clusters Score -3262608 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -3262956.000000 Penalty: 5113.554688
	Iteration 12Q: 3 clusters Score -3262956 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14248 members 
Mstep: Class 2 contains 15771 members 
Entering Unmasked Estep 
Score: -3263261.250000 Penalty: 5113.554688
	Iteration 13Q: 3 clusters Score -3263261 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -3263493.250000 Penalty: 5113.554688
	Iteration 14Q: 3 clusters Score -3263493 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 15180 members 
Entering Unmasked Estep 
Score: -3263698.500000 Penalty: 5113.554688
	Iteration 15Q: 3 clusters Score -3263698 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15143 members 
Mstep: Class 2 contains 14876 members 
Entering Unmasked Estep 
Score: -3263890.000000 Penalty: 5113.554688
	Iteration 16Q: 3 clusters Score -3263890 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 14592 members 
Entering Unmasked Estep 
Score: -3264043.750000 Penalty: 5113.554688
	Iteration 17Q: 3 clusters Score -3264044 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15692 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3264168.250000 Penalty: 5113.554688
	Iteration 18Q: 3 clusters Score -3264168 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3264263.500000 Penalty: 5113.554688
	Iteration 19Q: 3 clusters Score -3264264 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 13857 members 
Entering Unmasked Estep 
Score: -3264376.000000 Penalty: 5113.554688
	Iteration 20F: 3 clusters Score -3264376 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16384 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3264471.000000 Penalty: 5113.554688
	Iteration 21Q: 3 clusters Score -3264471 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16624 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -3264550.000000 Penalty: 5113.554688
	Iteration 22Q: 3 clusters Score -3264550 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 13145 members 
Entering Unmasked Estep 
Score: -3264625.750000 Penalty: 5113.554688
	Iteration 23Q: 3 clusters Score -3264626 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -3264701.250000 Penalty: 5113.554688
	Iteration 24Q: 3 clusters Score -3264701 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -3264788.500000 Penalty: 5113.554688
	Iteration 25Q: 3 clusters Score -3264788 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3264856.500000 Penalty: 5113.554688
	Iteration 26Q: 3 clusters Score -3264856 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3264914.250000 Penalty: 5113.554688
	Iteration 27Q: 3 clusters Score -3264914 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -3264975.000000 Penalty: 5113.554688
	Iteration 28Q: 3 clusters Score -3264975 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -3265039.750000 Penalty: 5113.554688
	Iteration 29Q: 3 clusters Score -3265040 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3265133.500000 Penalty: 5113.554688
	Iteration 30Q: 3 clusters Score -3265134 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18842 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -3265206.000000 Penalty: 5113.554688
	Iteration 31Q: 3 clusters Score -3265206 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 10925 members 
Entering Unmasked Estep 
Score: -3265276.250000 Penalty: 5113.554688
	Iteration 32Q: 3 clusters Score -3265276 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19368 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -3265397.000000 Penalty: 5113.554688
	Iteration 33Q: 3 clusters Score -3265397 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19673 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -3265543.250000 Penalty: 5113.554688
	Iteration 34Q: 3 clusters Score -3265543 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20008 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3265731.750000 Penalty: 5113.554688
	Iteration 35Q: 3 clusters Score -3265732 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20351 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -3265922.250000 Penalty: 5113.554688
	Iteration 36Q: 3 clusters Score -3265922 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -3266141.000000 Penalty: 5113.554688
	Iteration 37Q: 3 clusters Score -3266141 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20989 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -3266268.750000 Penalty: 5113.554688
	Iteration 38Q: 3 clusters Score -3266269 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 8795 members 
Entering Unmasked Estep 
Score: -3266365.000000 Penalty: 5113.554688
	Iteration 39Q: 3 clusters Score -3266365 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -3266421.750000 Penalty: 5113.554688
	Iteration 40F: 3 clusters Score -3266422 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21589 members 
Mstep: Class 2 contains 8430 members 
Entering Unmasked Estep 
Score: -3266483.250000 Penalty: 5113.554688
	Iteration 41Q: 3 clusters Score -3266483 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -3266522.250000 Penalty: 5113.554688
	Iteration 42Q: 3 clusters Score -3266522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -3266533.250000 Penalty: 5113.554688
	Iteration 43Q: 3 clusters Score -3266533 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 8143 members 
Entering Unmasked Estep 
Score: -3266544.250000 Penalty: 5113.554688
	Iteration 44Q: 3 clusters Score -3266544 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -3266555.250000 Penalty: 5113.554688
	Iteration 45Q: 3 clusters Score -3266555 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21985 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3266554.750000 Penalty: 5113.554688
	Iteration 46Q: 3 clusters Score -3266555 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3266558.750000 Penalty: 5113.554688
	Iteration 47Q: 3 clusters Score -3266559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -3266559.000000 Penalty: 5113.554688
	Iteration 48Q: 3 clusters Score -3266559 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22075 members 
Mstep: Class 2 contains 7944 members 
Entering Unmasked Estep 
Score: -3266561.000000 Penalty: 5113.554688
	Iteration 49Q: 3 clusters Score -3266561 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22100 members 
Mstep: Class 2 contains 7919 members 
Entering Unmasked Estep 
Score: -3266567.250000 Penalty: 5113.554688
	Iteration 50Q: 3 clusters Score -3266567 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22129 members 
Mstep: Class 2 contains 7890 members 
Entering Unmasked Estep 
Score: -3266580.000000 Penalty: 5113.554688
	Iteration 51Q: 3 clusters Score -3266580 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22165 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3266581.500000 Penalty: 5113.554688
	Iteration 52Q: 3 clusters Score -3266582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -3266584.750000 Penalty: 5113.554688
	Iteration 53Q: 3 clusters Score -3266585 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22213 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -3266582.500000 Penalty: 5113.554688
	Iteration 54Q: 3 clusters Score -3266582 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22243 members 
Mstep: Class 2 contains 7776 members 
Entering Unmasked Estep 
Score: -3266588.000000 Penalty: 5113.554688
	Iteration 55Q: 3 clusters Score -3266588 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22265 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -3266596.000000 Penalty: 5113.554688
	Iteration 56Q: 3 clusters Score -3266596 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22280 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3266595.000000 Penalty: 5113.554688
	Iteration 57Q: 3 clusters Score -3266595 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -3266590.500000 Penalty: 5113.554688
	Iteration 58Q: 3 clusters Score -3266590 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22293 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -3266594.500000 Penalty: 5113.554688
	Iteration 59Q: 3 clusters Score -3266594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 7723 members 
Entering Unmasked Estep 
Score: -3266595.500000 Penalty: 5113.554688
	Iteration 60F: 3 clusters Score -3266596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -3266594.250000 Penalty: 5113.554688
	Iteration 61Q: 3 clusters Score -3266594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -3266598.250000 Penalty: 5113.554688
	Iteration 62Q: 3 clusters Score -3266598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -3266599.750000 Penalty: 5113.554688
	Iteration 63Q: 3 clusters Score -3266600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -3266595.750000 Penalty: 5113.554688
	Iteration 64Q: 3 clusters Score -3266596 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -3266596.750000 Penalty: 5113.554688
	Iteration 65Q: 3 clusters Score -3266597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3266592.250000 Penalty: 5113.554688
	Iteration 66Q: 3 clusters Score -3266592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22316 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -3266592.250000 Penalty: 5113.554688
	Iteration 67F: 3 clusters Score -3266592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 303326 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 58328 members 
Mstep: Class 7 contains 235135 members 
Mstep: Class 8 contains 29845 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 306108 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 255035 members 
Mstep: Class 20 contains 10618 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 80559 members 
Entering Unmasked Estep 
Score: -161370800.000000 Penalty: 73772.500000
Splitting cluster 5 changes total score from -161364928.000000 to -161370800.000000
So it's getting split into cluster 4.
Entering ConstructFrom: 
Trying to split cluster 6 (58328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58328 members 
Entering Unmasked Estep 
Score: -6923353.500000 Penalty: 2721.511719
	Iteration 0F: 2 clusters Score -6923354 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29240 members 
Mstep: Class 2 contains 29088 members 
Entering Unmasked Estep 
Score: -6884109.000000 Penalty: 5443.023438
	Iteration 0F: 3 clusters Score -6884109 nChanged 26939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -6899263.500000 Penalty: 5443.023438
	Iteration 1F: 3 clusters Score -6899264 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -6899925.000000 Penalty: 5443.023438
	Iteration 2Q: 3 clusters Score -6899925 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32152 members 
Mstep: Class 2 contains 26176 members 
Entering Unmasked Estep 
Score: -6900711.500000 Penalty: 5443.023438
	Iteration 3Q: 3 clusters Score -6900712 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33815 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -6901784.500000 Penalty: 5443.023438
	Iteration 4Q: 3 clusters Score -6901784 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36041 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -6903344.500000 Penalty: 5443.023438
	Iteration 5F: 3 clusters Score -6903344 nChanged 3664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -6905620.500000 Penalty: 5443.023438
	Iteration 6F: 3 clusters Score -6905620 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 15796 members 
Entering Unmasked Estep 
Score: -6908764.500000 Penalty: 5443.023438
	Iteration 7F: 3 clusters Score -6908764 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46209 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -6912276.000000 Penalty: 5443.023438
	Iteration 8F: 3 clusters Score -6912276 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49393 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -6915487.500000 Penalty: 5443.023438
	Iteration 9F: 3 clusters Score -6915488 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51535 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -6917850.500000 Penalty: 5443.023438
	Iteration 10Q: 3 clusters Score -6917850 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -6919129.500000 Penalty: 5443.023438
	Iteration 11Q: 3 clusters Score -6919130 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53456 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -6919739.000000 Penalty: 5443.023438
	Iteration 12Q: 3 clusters Score -6919739 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -6920157.500000 Penalty: 5443.023438
	Iteration 13Q: 3 clusters Score -6920158 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54501 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -6920469.000000 Penalty: 5443.023438
	Iteration 14Q: 3 clusters Score -6920469 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54887 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -6920701.000000 Penalty: 5443.023438
	Iteration 15Q: 3 clusters Score -6920701 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55187 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -6920828.500000 Penalty: 5443.023438
	Iteration 16Q: 3 clusters Score -6920828 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55403 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -6920917.000000 Penalty: 5443.023438
	Iteration 17Q: 3 clusters Score -6920917 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55580 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -6921000.000000 Penalty: 5443.023438
	Iteration 18Q: 3 clusters Score -6921000 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -6921048.500000 Penalty: 5443.023438
	Iteration 19Q: 3 clusters Score -6921048 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55864 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -6921095.500000 Penalty: 5443.023438
	Iteration 20F: 3 clusters Score -6921096 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -6921127.500000 Penalty: 5443.023438
	Iteration 21Q: 3 clusters Score -6921128 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56057 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -6921184.000000 Penalty: 5443.023438
	Iteration 22Q: 3 clusters Score -6921184 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -6921206.500000 Penalty: 5443.023438
	Iteration 23Q: 3 clusters Score -6921206 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56185 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -6921213.000000 Penalty: 5443.023438
	Iteration 24Q: 3 clusters Score -6921213 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56241 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -6921224.000000 Penalty: 5443.023438
	Iteration 25Q: 3 clusters Score -6921224 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -6921245.000000 Penalty: 5443.023438
	Iteration 26Q: 3 clusters Score -6921245 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56325 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -6921246.000000 Penalty: 5443.023438
	Iteration 27Q: 3 clusters Score -6921246 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56359 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -6921277.000000 Penalty: 5443.023438
	Iteration 28Q: 3 clusters Score -6921277 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56388 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -6921290.000000 Penalty: 5443.023438
	Iteration 29Q: 3 clusters Score -6921290 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56416 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -6921309.500000 Penalty: 5443.023438
	Iteration 30Q: 3 clusters Score -6921310 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56446 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -6921316.500000 Penalty: 5443.023438
	Iteration 31Q: 3 clusters Score -6921316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56468 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -6921320.500000 Penalty: 5443.023438
	Iteration 32Q: 3 clusters Score -6921320 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56489 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -6921317.000000 Penalty: 5443.023438
	Iteration 33Q: 3 clusters Score -6921317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56511 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -6921330.000000 Penalty: 5443.023438
	Iteration 34Q: 3 clusters Score -6921330 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56529 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -6921331.000000 Penalty: 5443.023438
	Iteration 35Q: 3 clusters Score -6921331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56535 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -6921336.000000 Penalty: 5443.023438
	Iteration 36Q: 3 clusters Score -6921336 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56539 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6921328.000000 Penalty: 5443.023438
	Iteration 37Q: 3 clusters Score -6921328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56543 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -6921332.500000 Penalty: 5443.023438
	Iteration 38Q: 3 clusters Score -6921332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56544 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -6921330.000000 Penalty: 5443.023438
	Iteration 39Q: 3 clusters Score -6921330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56545 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -6921332.500000 Penalty: 5443.023438
	Iteration 40F: 3 clusters Score -6921332 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6921328.500000 Penalty: 5443.023438
	Iteration 41Q: 3 clusters Score -6921328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -6921328.500000 Penalty: 5443.023438
	Iteration 42F: 3 clusters Score -6921328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (235135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235135 members 
Entering Unmasked Estep 
Score: -27635042.000000 Penalty: 3067.242920
	Iteration 0F: 2 clusters Score -2.763504e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117395 members 
Mstep: Class 2 contains 117740 members 
Entering Unmasked Estep 
Score: -27485494.000000 Penalty: 6134.485840
	Iteration 0F: 3 clusters Score -2.748549e+07 nChanged 113455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114352 members 
Mstep: Class 2 contains 120783 members 
Entering Unmasked Estep 
Score: -27553346.000000 Penalty: 6134.485840
	Iteration 1F: 3 clusters Score -2.755335e+07 nChanged 7840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112098 members 
Mstep: Class 2 contains 123037 members 
Entering Unmasked Estep 
Score: -27555578.000000 Penalty: 6134.485840
	Iteration 2Q: 3 clusters Score -2.755558e+07 nChanged 8816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108748 members 
Mstep: Class 2 contains 126387 members 
Entering Unmasked Estep 
Score: -27558818.000000 Penalty: 6134.485840
	Iteration 3Q: 3 clusters Score -2.755882e+07 nChanged 10241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103993 members 
Mstep: Class 2 contains 131142 members 
Entering Unmasked Estep 
Score: -27563798.000000 Penalty: 6134.485840
	Iteration 4Q: 3 clusters Score -2.75638e+07 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97843 members 
Mstep: Class 2 contains 137292 members 
Entering Unmasked Estep 
Score: -27569870.000000 Penalty: 6134.485840
	Iteration 5F: 3 clusters Score -2.756987e+07 nChanged 13210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90477 members 
Mstep: Class 2 contains 144658 members 
Entering Unmasked Estep 
Score: -27577418.000000 Penalty: 6134.485840
	Iteration 6F: 3 clusters Score -2.757742e+07 nChanged 13751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82304 members 
Mstep: Class 2 contains 152831 members 
Entering Unmasked Estep 
Score: -27585678.000000 Penalty: 6134.485840
	Iteration 7F: 3 clusters Score -2.758568e+07 nChanged 13629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73693 members 
Mstep: Class 2 contains 161442 members 
Entering Unmasked Estep 
Score: -27593860.000000 Penalty: 6134.485840
	Iteration 8F: 3 clusters Score -2.759386e+07 nChanged 12690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65391 members 
Mstep: Class 2 contains 169744 members 
Entering Unmasked Estep 
Score: -27601352.000000 Penalty: 6134.485840
	Iteration 9F: 3 clusters Score -2.760135e+07 nChanged 11044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57815 members 
Mstep: Class 2 contains 177320 members 
Entering Unmasked Estep 
Score: -27607650.000000 Penalty: 6134.485840
	Iteration 10Q: 3 clusters Score -2.760765e+07 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51254 members 
Mstep: Class 2 contains 183881 members 
Entering Unmasked Estep 
Score: -27612268.000000 Penalty: 6134.485840
	Iteration 11Q: 3 clusters Score -2.761227e+07 nChanged 7177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45527 members 
Mstep: Class 2 contains 189608 members 
Entering Unmasked Estep 
Score: -27615386.000000 Penalty: 6134.485840
	Iteration 12Q: 3 clusters Score -2.761539e+07 nChanged 5896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 194718 members 
Entering Unmasked Estep 
Score: -27617504.000000 Penalty: 6134.485840
	Iteration 13Q: 3 clusters Score -2.76175e+07 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35850 members 
Mstep: Class 2 contains 199285 members 
Entering Unmasked Estep 
Score: -27619236.000000 Penalty: 6134.485840
	Iteration 14Q: 3 clusters Score -2.761924e+07 nChanged 4478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 203491 members 
Entering Unmasked Estep 
Score: -27620748.000000 Penalty: 6134.485840
	Iteration 15Q: 3 clusters Score -2.762075e+07 nChanged 4041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 207328 members 
Entering Unmasked Estep 
Score: -27622066.000000 Penalty: 6134.485840
	Iteration 16Q: 3 clusters Score -2.762207e+07 nChanged 3707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24308 members 
Mstep: Class 2 contains 210827 members 
Entering Unmasked Estep 
Score: -27623398.000000 Penalty: 6134.485840
	Iteration 17Q: 3 clusters Score -2.76234e+07 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 213967 members 
Entering Unmasked Estep 
Score: -27624602.000000 Penalty: 6134.485840
	Iteration 18Q: 3 clusters Score -2.76246e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 216826 members 
Entering Unmasked Estep 
Score: -27625786.000000 Penalty: 6134.485840
	Iteration 19Q: 3 clusters Score -2.762579e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 219322 members 
Entering Unmasked Estep 
Score: -27626784.000000 Penalty: 6134.485840
	Iteration 20F: 3 clusters Score -2.762678e+07 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 221445 members 
Entering Unmasked Estep 
Score: -27627780.000000 Penalty: 6134.485840
	Iteration 21Q: 3 clusters Score -2.762778e+07 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11863 members 
Mstep: Class 2 contains 223272 members 
Entering Unmasked Estep 
Score: -27628952.000000 Penalty: 6134.485840
	Iteration 22Q: 3 clusters Score -2.762895e+07 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10380 members 
Mstep: Class 2 contains 224755 members 
Entering Unmasked Estep 
Score: -27629950.000000 Penalty: 6134.485840
	Iteration 23Q: 3 clusters Score -2.762995e+07 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 225922 members 
Entering Unmasked Estep 
Score: -27630978.000000 Penalty: 6134.485840
	Iteration 24Q: 3 clusters Score -2.763098e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 226663 members 
Entering Unmasked Estep 
Score: -27631976.000000 Penalty: 6134.485840
	Iteration 25Q: 3 clusters Score -2.763198e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 227118 members 
Entering Unmasked Estep 
Score: -27632670.000000 Penalty: 6134.485840
	Iteration 26Q: 3 clusters Score -2.763267e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 227286 members 
Entering Unmasked Estep 
Score: -27633300.000000 Penalty: 6134.485840
	Iteration 27Q: 3 clusters Score -2.76333e+07 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 227274 members 
Entering Unmasked Estep 
Score: -27633720.000000 Penalty: 6134.485840
	Iteration 28Q: 3 clusters Score -2.763372e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7994 members 
Mstep: Class 2 contains 227141 members 
Entering Unmasked Estep 
Score: -27633972.000000 Penalty: 6134.485840
	Iteration 29Q: 3 clusters Score -2.763397e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 227023 members 
Entering Unmasked Estep 
Score: -27634114.000000 Penalty: 6134.485840
	Iteration 30Q: 3 clusters Score -2.763411e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 226902 members 
Entering Unmasked Estep 
Score: -27634302.000000 Penalty: 6134.485840
	Iteration 31Q: 3 clusters Score -2.76343e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 226774 members 
Entering Unmasked Estep 
Score: -27634424.000000 Penalty: 6134.485840
	Iteration 32Q: 3 clusters Score -2.763442e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 226636 members 
Entering Unmasked Estep 
Score: -27634460.000000 Penalty: 6134.485840
	Iteration 33Q: 3 clusters Score -2.763446e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 226540 members 
Entering Unmasked Estep 
Score: -27634552.000000 Penalty: 6134.485840
	Iteration 34Q: 3 clusters Score -2.763455e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8683 members 
Mstep: Class 2 contains 226452 members 
Entering Unmasked Estep 
Score: -27634578.000000 Penalty: 6134.485840
	Iteration 35Q: 3 clusters Score -2.763458e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8781 members 
Mstep: Class 2 contains 226354 members 
Entering Unmasked Estep 
Score: -27634662.000000 Penalty: 6134.485840
	Iteration 36Q: 3 clusters Score -2.763466e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8889 members 
Mstep: Class 2 contains 226246 members 
Entering Unmasked Estep 
Score: -27634688.000000 Penalty: 6134.485840
	Iteration 37Q: 3 clusters Score -2.763469e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 226161 members 
Entering Unmasked Estep 
Score: -27634744.000000 Penalty: 6134.485840
	Iteration 38Q: 3 clusters Score -2.763474e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 226095 members 
Entering Unmasked Estep 
Score: -27634746.000000 Penalty: 6134.485840
	Iteration 39Q: 3 clusters Score -2.763475e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9116 members 
Mstep: Class 2 contains 226019 members 
Entering Unmasked Estep 
Score: -27634934.000000 Penalty: 6134.485840
	Iteration 40F: 3 clusters Score -2.763493e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9393 members 
Mstep: Class 2 contains 225742 members 
Entering Unmasked Estep 
Score: -27635070.000000 Penalty: 6134.485840
	Iteration 41Q: 3 clusters Score -2.763507e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9649 members 
Mstep: Class 2 contains 225486 members 
Entering Unmasked Estep 
Score: -27635084.000000 Penalty: 6134.485840
	Iteration 42Q: 3 clusters Score -2.763508e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 225245 members 
Entering Unmasked Estep 
Score: -27635206.000000 Penalty: 6134.485840
	Iteration 43Q: 3 clusters Score -2.763521e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10138 members 
Mstep: Class 2 contains 224997 members 
Entering Unmasked Estep 
Score: -27635334.000000 Penalty: 6134.485840
	Iteration 44Q: 3 clusters Score -2.763533e+07 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10395 members 
Mstep: Class 2 contains 224740 members 
Entering Unmasked Estep 
Score: -27635484.000000 Penalty: 6134.485840
	Iteration 45Q: 3 clusters Score -2.763548e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10662 members 
Mstep: Class 2 contains 224473 members 
Entering Unmasked Estep 
Score: -27635632.000000 Penalty: 6134.485840
	Iteration 46Q: 3 clusters Score -2.763563e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10955 members 
Mstep: Class 2 contains 224180 members 
Entering Unmasked Estep 
Score: -27635596.000000 Penalty: 6134.485840
	Iteration 47Q: 3 clusters Score -2.76356e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 223871 members 
Entering Unmasked Estep 
Score: -27635770.000000 Penalty: 6134.485840
	Iteration 48Q: 3 clusters Score -2.763577e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 223550 members 
Entering Unmasked Estep 
Score: -27635916.000000 Penalty: 6134.485840
	Iteration 49Q: 3 clusters Score -2.763592e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 223235 members 
Entering Unmasked Estep 
Score: -27635978.000000 Penalty: 6134.485840
	Iteration 50Q: 3 clusters Score -2.763598e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 222907 members 
Entering Unmasked Estep 
Score: -27636060.000000 Penalty: 6134.485840
	Iteration 51Q: 3 clusters Score -2.763606e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 222602 members 
Entering Unmasked Estep 
Score: -27636214.000000 Penalty: 6134.485840
	Iteration 52Q: 3 clusters Score -2.763621e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 222295 members 
Entering Unmasked Estep 
Score: -27636334.000000 Penalty: 6134.485840
	Iteration 53Q: 3 clusters Score -2.763633e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13131 members 
Mstep: Class 2 contains 222004 members 
Entering Unmasked Estep 
Score: -27636354.000000 Penalty: 6134.485840
	Iteration 54Q: 3 clusters Score -2.763635e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 221726 members 
Entering Unmasked Estep 
Score: -27636366.000000 Penalty: 6134.485840
	Iteration 55Q: 3 clusters Score -2.763637e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 221464 members 
Entering Unmasked Estep 
Score: -27636380.000000 Penalty: 6134.485840
	Iteration 56Q: 3 clusters Score -2.763638e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13935 members 
Mstep: Class 2 contains 221200 members 
Entering Unmasked Estep 
Score: -27636414.000000 Penalty: 6134.485840
	Iteration 57Q: 3 clusters Score -2.763641e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14207 members 
Mstep: Class 2 contains 220928 members 
Entering Unmasked Estep 
Score: -27636488.000000 Penalty: 6134.485840
	Iteration 58Q: 3 clusters Score -2.763649e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 220653 members 
Entering Unmasked Estep 
Score: -27636440.000000 Penalty: 6134.485840
	Iteration 59Q: 3 clusters Score -2.763644e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14742 members 
Mstep: Class 2 contains 220393 members 
Entering Unmasked Estep 
Score: -27636634.000000 Penalty: 6134.485840
	Iteration 60F: 3 clusters Score -2.763663e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 220057 members 
Entering Unmasked Estep 
Score: -27636704.000000 Penalty: 6134.485840
	Iteration 61Q: 3 clusters Score -2.76367e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15421 members 
Mstep: Class 2 contains 219714 members 
Entering Unmasked Estep 
Score: -27636788.000000 Penalty: 6134.485840
	Iteration 62Q: 3 clusters Score -2.763679e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15757 members 
Mstep: Class 2 contains 219378 members 
Entering Unmasked Estep 
Score: -27636864.000000 Penalty: 6134.485840
	Iteration 63Q: 3 clusters Score -2.763686e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 219035 members 
Entering Unmasked Estep 
Score: -27636958.000000 Penalty: 6134.485840
	Iteration 64Q: 3 clusters Score -2.763696e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16412 members 
Mstep: Class 2 contains 218723 members 
Entering Unmasked Estep 
Score: -27637004.000000 Penalty: 6134.485840
	Iteration 65Q: 3 clusters Score -2.7637e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16740 members 
Mstep: Class 2 contains 218395 members 
Entering Unmasked Estep 
Score: -27637112.000000 Penalty: 6134.485840
	Iteration 66Q: 3 clusters Score -2.763711e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17089 members 
Mstep: Class 2 contains 218046 members 
Entering Unmasked Estep 
Score: -27637124.000000 Penalty: 6134.485840
	Iteration 67Q: 3 clusters Score -2.763712e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 217739 members 
Entering Unmasked Estep 
Score: -27637136.000000 Penalty: 6134.485840
	Iteration 68Q: 3 clusters Score -2.763714e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 217394 members 
Entering Unmasked Estep 
Score: -27637222.000000 Penalty: 6134.485840
	Iteration 69Q: 3 clusters Score -2.763722e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18052 members 
Mstep: Class 2 contains 217083 members 
Entering Unmasked Estep 
Score: -27637272.000000 Penalty: 6134.485840
	Iteration 70Q: 3 clusters Score -2.763727e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 216771 members 
Entering Unmasked Estep 
Score: -27637314.000000 Penalty: 6134.485840
	Iteration 71Q: 3 clusters Score -2.763731e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 216445 members 
Entering Unmasked Estep 
Score: -27637344.000000 Penalty: 6134.485840
	Iteration 72Q: 3 clusters Score -2.763734e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 216119 members 
Entering Unmasked Estep 
Score: -27637416.000000 Penalty: 6134.485840
	Iteration 73Q: 3 clusters Score -2.763742e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19340 members 
Mstep: Class 2 contains 215795 members 
Entering Unmasked Estep 
Score: -27637382.000000 Penalty: 6134.485840
	Iteration 74Q: 3 clusters Score -2.763738e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 215479 members 
Entering Unmasked Estep 
Score: -27637480.000000 Penalty: 6134.485840
	Iteration 75Q: 3 clusters Score -2.763748e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 215188 members 
Entering Unmasked Estep 
Score: -27637496.000000 Penalty: 6134.485840
	Iteration 76Q: 3 clusters Score -2.76375e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 214931 members 
Entering Unmasked Estep 
Score: -27637570.000000 Penalty: 6134.485840
	Iteration 77Q: 3 clusters Score -2.763757e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20443 members 
Mstep: Class 2 contains 214692 members 
Entering Unmasked Estep 
Score: -27637652.000000 Penalty: 6134.485840
	Iteration 78Q: 3 clusters Score -2.763765e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 214438 members 
Entering Unmasked Estep 
Score: -27637736.000000 Penalty: 6134.485840
	Iteration 79Q: 3 clusters Score -2.763774e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 214176 members 
Entering Unmasked Estep 
Score: -27637750.000000 Penalty: 6134.485840
	Iteration 80F: 3 clusters Score -2.763775e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 213934 members 
Entering Unmasked Estep 
Score: -27637770.000000 Penalty: 6134.485840
	Iteration 81Q: 3 clusters Score -2.763777e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 213722 members 
Entering Unmasked Estep 
Score: -27637794.000000 Penalty: 6134.485840
	Iteration 82Q: 3 clusters Score -2.763779e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 213510 members 
Entering Unmasked Estep 
Score: -27637818.000000 Penalty: 6134.485840
	Iteration 83Q: 3 clusters Score -2.763782e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21839 members 
Mstep: Class 2 contains 213296 members 
Entering Unmasked Estep 
Score: -27637880.000000 Penalty: 6134.485840
	Iteration 84Q: 3 clusters Score -2.763788e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22045 members 
Mstep: Class 2 contains 213090 members 
Entering Unmasked Estep 
Score: -27637932.000000 Penalty: 6134.485840
	Iteration 85Q: 3 clusters Score -2.763793e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 212865 members 
Entering Unmasked Estep 
Score: -27638004.000000 Penalty: 6134.485840
	Iteration 86Q: 3 clusters Score -2.7638e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 212641 members 
Entering Unmasked Estep 
Score: -27638008.000000 Penalty: 6134.485840
	Iteration 87Q: 3 clusters Score -2.763801e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 212445 members 
Entering Unmasked Estep 
Score: -27638094.000000 Penalty: 6134.485840
	Iteration 88Q: 3 clusters Score -2.763809e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22895 members 
Mstep: Class 2 contains 212240 members 
Entering Unmasked Estep 
Score: -27638144.000000 Penalty: 6134.485840
	Iteration 89Q: 3 clusters Score -2.763814e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 212045 members 
Entering Unmasked Estep 
Score: -27638234.000000 Penalty: 6134.485840
	Iteration 90Q: 3 clusters Score -2.763823e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 211870 members 
Entering Unmasked Estep 
Score: -27638282.000000 Penalty: 6134.485840
	Iteration 91Q: 3 clusters Score -2.763828e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 211690 members 
Entering Unmasked Estep 
Score: -27638280.000000 Penalty: 6134.485840
	Iteration 92Q: 3 clusters Score -2.763828e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 211536 members 
Entering Unmasked Estep 
Score: -27638346.000000 Penalty: 6134.485840
	Iteration 93Q: 3 clusters Score -2.763835e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 211393 members 
Entering Unmasked Estep 
Score: -27638348.000000 Penalty: 6134.485840
	Iteration 94Q: 3 clusters Score -2.763835e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23880 members 
Mstep: Class 2 contains 211255 members 
Entering Unmasked Estep 
Score: -27638390.000000 Penalty: 6134.485840
	Iteration 95Q: 3 clusters Score -2.763839e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 211130 members 
Entering Unmasked Estep 
Score: -27638428.000000 Penalty: 6134.485840
	Iteration 96Q: 3 clusters Score -2.763843e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24134 members 
Mstep: Class 2 contains 211001 members 
Entering Unmasked Estep 
Score: -27638456.000000 Penalty: 6134.485840
	Iteration 97Q: 3 clusters Score -2.763846e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24269 members 
Mstep: Class 2 contains 210866 members 
Entering Unmasked Estep 
Score: -27638488.000000 Penalty: 6134.485840
	Iteration 98Q: 3 clusters Score -2.763849e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 210747 members 
Entering Unmasked Estep 
Score: -27638536.000000 Penalty: 6134.485840
	Iteration 99Q: 3 clusters Score -2.763854e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 210624 members 
Entering Unmasked Estep 
Score: -27638588.000000 Penalty: 6134.485840
	Iteration 100F: 3 clusters Score -2.763859e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 210500 members 
Entering Unmasked Estep 
Score: -27638652.000000 Penalty: 6134.485840
	Iteration 101Q: 3 clusters Score -2.763865e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 210390 members 
Entering Unmasked Estep 
Score: -27638682.000000 Penalty: 6134.485840
	Iteration 102Q: 3 clusters Score -2.763868e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 210284 members 
Entering Unmasked Estep 
Score: -27638750.000000 Penalty: 6134.485840
	Iteration 103Q: 3 clusters Score -2.763875e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24947 members 
Mstep: Class 2 contains 210188 members 
Entering Unmasked Estep 
Score: -27638776.000000 Penalty: 6134.485840
	Iteration 104Q: 3 clusters Score -2.763878e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 210092 members 
Entering Unmasked Estep 
Score: -27638792.000000 Penalty: 6134.485840
	Iteration 105Q: 3 clusters Score -2.763879e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 209989 members 
Entering Unmasked Estep 
Score: -27638774.000000 Penalty: 6134.485840
	Iteration 106Q: 3 clusters Score -2.763877e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 209881 members 
Entering Unmasked Estep 
Score: -27638826.000000 Penalty: 6134.485840
	Iteration 107Q: 3 clusters Score -2.763883e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25351 members 
Mstep: Class 2 contains 209784 members 
Entering Unmasked Estep 
Score: -27638848.000000 Penalty: 6134.485840
	Iteration 108Q: 3 clusters Score -2.763885e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25437 members 
Mstep: Class 2 contains 209698 members 
Entering Unmasked Estep 
Score: -27638882.000000 Penalty: 6134.485840
	Iteration 109Q: 3 clusters Score -2.763888e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 209619 members 
Entering Unmasked Estep 
Score: -27638906.000000 Penalty: 6134.485840
	Iteration 110Q: 3 clusters Score -2.763891e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25582 members 
Mstep: Class 2 contains 209553 members 
Entering Unmasked Estep 
Score: -27638890.000000 Penalty: 6134.485840
	Iteration 111Q: 3 clusters Score -2.763889e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25642 members 
Mstep: Class 2 contains 209493 members 
Entering Unmasked Estep 
Score: -27638932.000000 Penalty: 6134.485840
	Iteration 112Q: 3 clusters Score -2.763893e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 209433 members 
Entering Unmasked Estep 
Score: -27638962.000000 Penalty: 6134.485840
	Iteration 113Q: 3 clusters Score -2.763896e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25753 members 
Mstep: Class 2 contains 209382 members 
Entering Unmasked Estep 
Score: -27638978.000000 Penalty: 6134.485840
	Iteration 114Q: 3 clusters Score -2.763898e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25803 members 
Mstep: Class 2 contains 209332 members 
Entering Unmasked Estep 
Score: -27638964.000000 Penalty: 6134.485840
	Iteration 115Q: 3 clusters Score -2.763896e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 209288 members 
Entering Unmasked Estep 
Score: -27639016.000000 Penalty: 6134.485840
	Iteration 116Q: 3 clusters Score -2.763902e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25882 members 
Mstep: Class 2 contains 209253 members 
Entering Unmasked Estep 
Score: -27639034.000000 Penalty: 6134.485840
	Iteration 117Q: 3 clusters Score -2.763903e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25911 members 
Mstep: Class 2 contains 209224 members 
Entering Unmasked Estep 
Score: -27639054.000000 Penalty: 6134.485840
	Iteration 118Q: 3 clusters Score -2.763905e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25927 members 
Mstep: Class 2 contains 209208 members 
Entering Unmasked Estep 
Score: -27639032.000000 Penalty: 6134.485840
	Iteration 119Q: 3 clusters Score -2.763903e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 209192 members 
Entering Unmasked Estep 
Score: -27639022.000000 Penalty: 6134.485840
	Iteration 120F: 3 clusters Score -2.763902e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25951 members 
Mstep: Class 2 contains 209184 members 
Entering Unmasked Estep 
Score: -27639004.000000 Penalty: 6134.485840
	Iteration 121Q: 3 clusters Score -2.7639e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25962 members 
Mstep: Class 2 contains 209173 members 
Entering Unmasked Estep 
Score: -27638994.000000 Penalty: 6134.485840
	Iteration 122Q: 3 clusters Score -2.763899e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25976 members 
Mstep: Class 2 contains 209159 members 
Entering Unmasked Estep 
Score: -27639022.000000 Penalty: 6134.485840
	Iteration 123Q: 3 clusters Score -2.763902e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25989 members 
Mstep: Class 2 contains 209146 members 
Entering Unmasked Estep 
Score: -27639048.000000 Penalty: 6134.485840
	Iteration 124Q: 3 clusters Score -2.763905e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 209136 members 
Entering Unmasked Estep 
Score: -27639036.000000 Penalty: 6134.485840
	Iteration 125Q: 3 clusters Score -2.763904e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 209121 members 
Entering Unmasked Estep 
Score: -27639064.000000 Penalty: 6134.485840
	Iteration 126Q: 3 clusters Score -2.763906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 209116 members 
Entering Unmasked Estep 
Score: -27639072.000000 Penalty: 6134.485840
	Iteration 127Q: 3 clusters Score -2.763907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 209114 members 
Entering Unmasked Estep 
Score: -27639064.000000 Penalty: 6134.485840
	Iteration 128Q: 3 clusters Score -2.763906e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 209111 members 
Entering Unmasked Estep 
Score: -27639058.000000 Penalty: 6134.485840
	Iteration 129Q: 3 clusters Score -2.763906e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26031 members 
Mstep: Class 2 contains 209104 members 
Entering Unmasked Estep 
Score: -27639074.000000 Penalty: 6134.485840
	Iteration 130Q: 3 clusters Score -2.763907e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 209097 members 
Entering Unmasked Estep 
Score: -27639080.000000 Penalty: 6134.485840
	Iteration 131Q: 3 clusters Score -2.763908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 209094 members 
Entering Unmasked Estep 
Score: -27639064.000000 Penalty: 6134.485840
	Iteration 132Q: 3 clusters Score -2.763906e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 209084 members 
Entering Unmasked Estep 
Score: -27639040.000000 Penalty: 6134.485840
	Iteration 133Q: 3 clusters Score -2.763904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 209074 members 
Entering Unmasked Estep 
Score: -27639050.000000 Penalty: 6134.485840
	Iteration 134Q: 3 clusters Score -2.763905e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 209068 members 
Entering Unmasked Estep 
Score: -27639058.000000 Penalty: 6134.485840
	Iteration 135Q: 3 clusters Score -2.763906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 209060 members 
Entering Unmasked Estep 
Score: -27639070.000000 Penalty: 6134.485840
	Iteration 136Q: 3 clusters Score -2.763907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 209054 members 
Entering Unmasked Estep 
Score: -27639066.000000 Penalty: 6134.485840
	Iteration 137Q: 3 clusters Score -2.763907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 209051 members 
Entering Unmasked Estep 
Score: -27639072.000000 Penalty: 6134.485840
	Iteration 138Q: 3 clusters Score -2.763907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 209051 members 
Entering Unmasked Estep 
Score: -27639072.000000 Penalty: 6134.485840
	Iteration 139F: 3 clusters Score -2.763907e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 303326 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 58328 members 
Mstep: Class 7 contains 26084 members 
Mstep: Class 8 contains 29845 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 306108 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 209051 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 255035 members 
Mstep: Class 20 contains 10618 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 80559 members 
Entering Unmasked Estep 
Score: -161376464.000000 Penalty: 77285.476562
Splitting cluster 7 changes total score from -161364928.000000 to -161376464.000000
So it's getting split into cluster 14.
Entering ConstructFrom: 
Trying to split cluster 8 (29845 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Entering Unmasked Estep 
Score: -2940206.250000 Penalty: 2555.335693
	Iteration 0F: 2 clusters Score -2940206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 14785 members 
Entering Unmasked Estep 
Score: -2919764.250000 Penalty: 5110.671387
	Iteration 0F: 3 clusters Score -2919764 nChanged 13419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -2927210.250000 Penalty: 5110.671387
	Iteration 1F: 3 clusters Score -2927210 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -2928099.250000 Penalty: 5110.671387
	Iteration 2F: 3 clusters Score -2928099 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 13232 members 
Entering Unmasked Estep 
Score: -2929264.000000 Penalty: 5110.671387
	Iteration 3F: 3 clusters Score -2929264 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -2930845.000000 Penalty: 5110.671387
	Iteration 4F: 3 clusters Score -2930845 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -2932705.250000 Penalty: 5110.671387
	Iteration 5F: 3 clusters Score -2932705 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18315 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -2934469.750000 Penalty: 5110.671387
	Iteration 6F: 3 clusters Score -2934470 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 11213 members 
Entering Unmasked Estep 
Score: -2935761.500000 Penalty: 5110.671387
	Iteration 7F: 3 clusters Score -2935762 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18824 members 
Mstep: Class 2 contains 11021 members 
Entering Unmasked Estep 
Score: -2936588.500000 Penalty: 5110.671387
	Iteration 8F: 3 clusters Score -2936588 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18973 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -2937112.000000 Penalty: 5110.671387
	Iteration 9Q: 3 clusters Score -2937112 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19098 members 
Mstep: Class 2 contains 10747 members 
Entering Unmasked Estep 
Score: -2937427.250000 Penalty: 5110.671387
	Iteration 10Q: 3 clusters Score -2937427 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2937639.250000 Penalty: 5110.671387
	Iteration 11Q: 3 clusters Score -2937639 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19233 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -2937799.000000 Penalty: 5110.671387
	Iteration 12Q: 3 clusters Score -2937799 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -2937936.500000 Penalty: 5110.671387
	Iteration 13Q: 3 clusters Score -2937936 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -2938013.500000 Penalty: 5110.671387
	Iteration 14Q: 3 clusters Score -2938014 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 10458 members 
Entering Unmasked Estep 
Score: -2938096.250000 Penalty: 5110.671387
	Iteration 15Q: 3 clusters Score -2938096 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2938156.750000 Penalty: 5110.671387
	Iteration 16Q: 3 clusters Score -2938157 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 10330 members 
Entering Unmasked Estep 
Score: -2938212.500000 Penalty: 5110.671387
	Iteration 17Q: 3 clusters Score -2938212 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2938242.750000 Penalty: 5110.671387
	Iteration 18Q: 3 clusters Score -2938243 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 10178 members 
Entering Unmasked Estep 
Score: -2938294.000000 Penalty: 5110.671387
	Iteration 19Q: 3 clusters Score -2938294 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2938320.500000 Penalty: 5110.671387
	Iteration 20F: 3 clusters Score -2938320 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 10046 members 
Entering Unmasked Estep 
Score: -2938335.000000 Penalty: 5110.671387
	Iteration 21Q: 3 clusters Score -2938335 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19843 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -2938354.750000 Penalty: 5110.671387
	Iteration 22Q: 3 clusters Score -2938355 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19888 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -2938364.250000 Penalty: 5110.671387
	Iteration 23Q: 3 clusters Score -2938364 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -2938371.750000 Penalty: 5110.671387
	Iteration 24Q: 3 clusters Score -2938372 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20021 members 
Mstep: Class 2 contains 9824 members 
Entering Unmasked Estep 
Score: -2938375.000000 Penalty: 5110.671387
	Iteration 25Q: 3 clusters Score -2938375 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20089 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -2938388.500000 Penalty: 5110.671387
	Iteration 26Q: 3 clusters Score -2938388 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -2938404.750000 Penalty: 5110.671387
	Iteration 27Q: 3 clusters Score -2938405 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20234 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -2938416.750000 Penalty: 5110.671387
	Iteration 28Q: 3 clusters Score -2938417 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2938425.250000 Penalty: 5110.671387
	Iteration 29Q: 3 clusters Score -2938425 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 9479 members 
Entering Unmasked Estep 
Score: -2938430.000000 Penalty: 5110.671387
	Iteration 30Q: 3 clusters Score -2938430 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20423 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -2938428.000000 Penalty: 5110.671387
	Iteration 31Q: 3 clusters Score -2938428 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -2938444.250000 Penalty: 5110.671387
	Iteration 32Q: 3 clusters Score -2938444 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20545 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -2938457.250000 Penalty: 5110.671387
	Iteration 33Q: 3 clusters Score -2938457 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2938465.000000 Penalty: 5110.671387
	Iteration 34Q: 3 clusters Score -2938465 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -2938475.250000 Penalty: 5110.671387
	Iteration 35Q: 3 clusters Score -2938475 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20757 members 
Mstep: Class 2 contains 9088 members 
Entering Unmasked Estep 
Score: -2938492.000000 Penalty: 5110.671387
	Iteration 36Q: 3 clusters Score -2938492 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2938501.500000 Penalty: 5110.671387
	Iteration 37Q: 3 clusters Score -2938502 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2938517.250000 Penalty: 5110.671387
	Iteration 38Q: 3 clusters Score -2938517 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -2938549.250000 Penalty: 5110.671387
	Iteration 39Q: 3 clusters Score -2938549 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -2938572.750000 Penalty: 5110.671387
	Iteration 40F: 3 clusters Score -2938573 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -2938578.000000 Penalty: 5110.671387
	Iteration 41Q: 3 clusters Score -2938578 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21305 members 
Mstep: Class 2 contains 8540 members 
Entering Unmasked Estep 
Score: -2938593.750000 Penalty: 5110.671387
	Iteration 42Q: 3 clusters Score -2938594 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -2938606.500000 Penalty: 5110.671387
	Iteration 43Q: 3 clusters Score -2938606 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21504 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -2938638.500000 Penalty: 5110.671387
	Iteration 44Q: 3 clusters Score -2938638 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21600 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -2938665.750000 Penalty: 5110.671387
	Iteration 45Q: 3 clusters Score -2938666 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 8127 members 
Entering Unmasked Estep 
Score: -2938691.750000 Penalty: 5110.671387
	Iteration 46Q: 3 clusters Score -2938692 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21823 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -2938711.500000 Penalty: 5110.671387
	Iteration 47Q: 3 clusters Score -2938712 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 7903 members 
Entering Unmasked Estep 
Score: -2938764.250000 Penalty: 5110.671387
	Iteration 48Q: 3 clusters Score -2938764 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22085 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2938820.250000 Penalty: 5110.671387
	Iteration 49Q: 3 clusters Score -2938820 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -2938848.000000 Penalty: 5110.671387
	Iteration 50Q: 3 clusters Score -2938848 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 7482 members 
Entering Unmasked Estep 
Score: -2938886.500000 Penalty: 5110.671387
	Iteration 51Q: 3 clusters Score -2938886 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22494 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -2938910.750000 Penalty: 5110.671387
	Iteration 52Q: 3 clusters Score -2938911 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22597 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -2938944.000000 Penalty: 5110.671387
	Iteration 53Q: 3 clusters Score -2938944 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22707 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -2938978.000000 Penalty: 5110.671387
	Iteration 54Q: 3 clusters Score -2938978 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 7016 members 
Entering Unmasked Estep 
Score: -2939011.250000 Penalty: 5110.671387
	Iteration 55Q: 3 clusters Score -2939011 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22954 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -2939054.500000 Penalty: 5110.671387
	Iteration 56Q: 3 clusters Score -2939054 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -2939079.250000 Penalty: 5110.671387
	Iteration 57Q: 3 clusters Score -2939079 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 6664 members 
Entering Unmasked Estep 
Score: -2939101.000000 Penalty: 5110.671387
	Iteration 58Q: 3 clusters Score -2939101 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23299 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -2939116.250000 Penalty: 5110.671387
	Iteration 59Q: 3 clusters Score -2939116 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23388 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -2939125.750000 Penalty: 5110.671387
	Iteration 60F: 3 clusters Score -2939126 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -2939144.750000 Penalty: 5110.671387
	Iteration 61Q: 3 clusters Score -2939145 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -2939152.000000 Penalty: 5110.671387
	Iteration 62Q: 3 clusters Score -2939152 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23584 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -2939163.000000 Penalty: 5110.671387
	Iteration 63Q: 3 clusters Score -2939163 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -2939166.500000 Penalty: 5110.671387
	Iteration 64Q: 3 clusters Score -2939166 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23670 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -2939161.000000 Penalty: 5110.671387
	Iteration 65Q: 3 clusters Score -2939161 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23696 members 
Mstep: Class 2 contains 6149 members 
Entering Unmasked Estep 
Score: -2939167.500000 Penalty: 5110.671387
	Iteration 66Q: 3 clusters Score -2939168 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23716 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2939171.750000 Penalty: 5110.671387
	Iteration 67Q: 3 clusters Score -2939172 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -2939173.250000 Penalty: 5110.671387
	Iteration 68Q: 3 clusters Score -2939173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23740 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2939176.000000 Penalty: 5110.671387
	Iteration 69Q: 3 clusters Score -2939176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 6099 members 
Entering Unmasked Estep 
Score: -2939175.500000 Penalty: 5110.671387
	Iteration 70Q: 3 clusters Score -2939176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -2939176.250000 Penalty: 5110.671387
	Iteration 71Q: 3 clusters Score -2939176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23757 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -2939180.750000 Penalty: 5110.671387
	Iteration 72Q: 3 clusters Score -2939181 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -2939185.250000 Penalty: 5110.671387
	Iteration 73Q: 3 clusters Score -2939185 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 6081 members 
Entering Unmasked Estep 
Score: -2939180.250000 Penalty: 5110.671387
	Iteration 74Q: 3 clusters Score -2939180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -2939179.250000 Penalty: 5110.671387
	Iteration 75Q: 3 clusters Score -2939179 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23776 members 
Mstep: Class 2 contains 6069 members 
Entering Unmasked Estep 
Score: -2939184.500000 Penalty: 5110.671387
	Iteration 76Q: 3 clusters Score -2939184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23783 members 
Mstep: Class 2 contains 6062 members 
Entering Unmasked Estep 
Score: -2939184.500000 Penalty: 5110.671387
	Iteration 77Q: 3 clusters Score -2939184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23789 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2939176.750000 Penalty: 5110.671387
	Iteration 78Q: 3 clusters Score -2939177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23792 members 
Mstep: Class 2 contains 6053 members 
Entering Unmasked Estep 
Score: -2939186.500000 Penalty: 5110.671387
	Iteration 79Q: 3 clusters Score -2939186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2939188.000000 Penalty: 5110.671387
	Iteration 80F: 3 clusters Score -2939188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23808 members 
Mstep: Class 2 contains 6037 members 
Entering Unmasked Estep 
Score: -2939185.000000 Penalty: 5110.671387
	Iteration 81Q: 3 clusters Score -2939185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23815 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -2939187.000000 Penalty: 5110.671387
	Iteration 82Q: 3 clusters Score -2939187 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23818 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -2939185.500000 Penalty: 5110.671387
	Iteration 83Q: 3 clusters Score -2939186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23821 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2939179.000000 Penalty: 5110.671387
	Iteration 84Q: 3 clusters Score -2939179 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 6020 members 
Entering Unmasked Estep 
Score: -2939183.000000 Penalty: 5110.671387
	Iteration 85Q: 3 clusters Score -2939183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23828 members 
Mstep: Class 2 contains 6017 members 
Entering Unmasked Estep 
Score: -2939187.500000 Penalty: 5110.671387
	Iteration 86Q: 3 clusters Score -2939188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2939185.000000 Penalty: 5110.671387
	Iteration 87Q: 3 clusters Score -2939185 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -2939187.750000 Penalty: 5110.671387
	Iteration 88Q: 3 clusters Score -2939188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23831 members 
Mstep: Class 2 contains 6014 members 
Entering Unmasked Estep 
Score: -2939184.500000 Penalty: 5110.671387
	Iteration 89Q: 3 clusters Score -2939184 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23832 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2939182.500000 Penalty: 5110.671387
	Iteration 90Q: 3 clusters Score -2939182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23833 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -2939183.750000 Penalty: 5110.671387
	Iteration 91Q: 3 clusters Score -2939184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23834 members 
Mstep: Class 2 contains 6011 members 
Entering Unmasked Estep 
Score: -2939182.500000 Penalty: 5110.671387
	Iteration 92Q: 3 clusters Score -2939182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -2939182.500000 Penalty: 5110.671387
	Iteration 93Q: 3 clusters Score -2939182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23837 members 
Mstep: Class 2 contains 6008 members 
Entering Unmasked Estep 
Score: -2939183.750000 Penalty: 5110.671387
	Iteration 94Q: 3 clusters Score -2939184 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23838 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -2939184.250000 Penalty: 5110.671387
	Iteration 95Q: 3 clusters Score -2939184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2939185.000000 Penalty: 5110.671387
	Iteration 96Q: 3 clusters Score -2939185 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -2939185.000000 Penalty: 5110.671387
	Iteration 97F: 3 clusters Score -2939185 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (13205 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13205 members 
Entering Unmasked Estep 
Score: -1479475.625000 Penalty: 2353.111084
	Iteration 0F: 2 clusters Score -1479476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -1469742.625000 Penalty: 4706.222168
	Iteration 0F: 3 clusters Score -1469743 nChanged 5659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1472705.500000 Penalty: 4706.222168
	Iteration 1F: 3 clusters Score -1472706 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6547 members 
Mstep: Class 2 contains 6658 members 
Entering Unmasked Estep 
Score: -1473038.000000 Penalty: 4706.222168
	Iteration 2F: 3 clusters Score -1473038 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 6673 members 
Entering Unmasked Estep 
Score: -1473333.250000 Penalty: 4706.222168
	Iteration 3Q: 3 clusters Score -1473333 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -1473639.500000 Penalty: 4706.222168
	Iteration 4Q: 3 clusters Score -1473640 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6447 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -1473971.875000 Penalty: 4706.222168
	Iteration 5Q: 3 clusters Score -1473972 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 6787 members 
Entering Unmasked Estep 
Score: -1474289.375000 Penalty: 4706.222168
	Iteration 6Q: 3 clusters Score -1474289 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -1474582.625000 Penalty: 4706.222168
	Iteration 7Q: 3 clusters Score -1474583 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6372 members 
Mstep: Class 2 contains 6833 members 
Entering Unmasked Estep 
Score: -1474866.000000 Penalty: 4706.222168
	Iteration 8Q: 3 clusters Score -1474866 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1475159.875000 Penalty: 4706.222168
	Iteration 9Q: 3 clusters Score -1475160 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1475412.375000 Penalty: 4706.222168
	Iteration 10Q: 3 clusters Score -1475412 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 6696 members 
Entering Unmasked Estep 
Score: -1475582.125000 Penalty: 4706.222168
	Iteration 11Q: 3 clusters Score -1475582 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -1475709.625000 Penalty: 4706.222168
	Iteration 12Q: 3 clusters Score -1475710 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -1475804.750000 Penalty: 4706.222168
	Iteration 13Q: 3 clusters Score -1475805 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6784 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -1475860.250000 Penalty: 4706.222168
	Iteration 14Q: 3 clusters Score -1475860 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 6303 members 
Entering Unmasked Estep 
Score: -1475922.625000 Penalty: 4706.222168
	Iteration 15Q: 3 clusters Score -1475923 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -1475973.250000 Penalty: 4706.222168
	Iteration 16Q: 3 clusters Score -1475973 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 6041 members 
Entering Unmasked Estep 
Score: -1476020.625000 Penalty: 4706.222168
	Iteration 17Q: 3 clusters Score -1476021 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -1476072.750000 Penalty: 4706.222168
	Iteration 18Q: 3 clusters Score -1476073 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7484 members 
Mstep: Class 2 contains 5721 members 
Entering Unmasked Estep 
Score: -1476129.250000 Penalty: 4706.222168
	Iteration 19Q: 3 clusters Score -1476129 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7664 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1476189.250000 Penalty: 4706.222168
	Iteration 20F: 3 clusters Score -1476189 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7846 members 
Mstep: Class 2 contains 5359 members 
Entering Unmasked Estep 
Score: -1476238.500000 Penalty: 4706.222168
	Iteration 21Q: 3 clusters Score -1476238 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -1476313.375000 Penalty: 4706.222168
	Iteration 22Q: 3 clusters Score -1476313 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1476414.250000 Penalty: 4706.222168
	Iteration 23Q: 3 clusters Score -1476414 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -1476540.625000 Penalty: 4706.222168
	Iteration 24Q: 3 clusters Score -1476541 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -1476681.750000 Penalty: 4706.222168
	Iteration 25Q: 3 clusters Score -1476682 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9160 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -1476834.500000 Penalty: 4706.222168
	Iteration 26Q: 3 clusters Score -1476834 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -1477039.250000 Penalty: 4706.222168
	Iteration 27Q: 3 clusters Score -1477039 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -1477262.500000 Penalty: 4706.222168
	Iteration 28Q: 3 clusters Score -1477262 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10056 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -1477466.250000 Penalty: 4706.222168
	Iteration 29Q: 3 clusters Score -1477466 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -1477631.625000 Penalty: 4706.222168
	Iteration 30Q: 3 clusters Score -1477632 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -1477783.875000 Penalty: 4706.222168
	Iteration 31Q: 3 clusters Score -1477784 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1477910.500000 Penalty: 4706.222168
	Iteration 32Q: 3 clusters Score -1477910 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10758 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -1477987.875000 Penalty: 4706.222168
	Iteration 33Q: 3 clusters Score -1477988 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1478037.000000 Penalty: 4706.222168
	Iteration 34Q: 3 clusters Score -1478037 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10906 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1478056.375000 Penalty: 4706.222168
	Iteration 35Q: 3 clusters Score -1478056 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1478068.875000 Penalty: 4706.222168
	Iteration 36Q: 3 clusters Score -1478069 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1478076.750000 Penalty: 4706.222168
	Iteration 37Q: 3 clusters Score -1478077 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -1478084.375000 Penalty: 4706.222168
	Iteration 38Q: 3 clusters Score -1478084 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11011 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -1478091.625000 Penalty: 4706.222168
	Iteration 39Q: 3 clusters Score -1478092 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1478098.000000 Penalty: 4706.222168
	Iteration 40F: 3 clusters Score -1478098 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11040 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1478096.875000 Penalty: 4706.222168
	Iteration 41Q: 3 clusters Score -1478097 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1478103.125000 Penalty: 4706.222168
	Iteration 42Q: 3 clusters Score -1478103 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1478109.625000 Penalty: 4706.222168
	Iteration 43Q: 3 clusters Score -1478110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11085 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1478114.750000 Penalty: 4706.222168
	Iteration 44Q: 3 clusters Score -1478115 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11095 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1478118.375000 Penalty: 4706.222168
	Iteration 45Q: 3 clusters Score -1478118 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11098 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -1478121.250000 Penalty: 4706.222168
	Iteration 46Q: 3 clusters Score -1478121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -1478120.625000 Penalty: 4706.222168
	Iteration 47Q: 3 clusters Score -1478121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1478122.500000 Penalty: 4706.222168
	Iteration 48Q: 3 clusters Score -1478122 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1478121.875000 Penalty: 4706.222168
	Iteration 49Q: 3 clusters Score -1478122 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1478121.875000 Penalty: 4706.222168
	Iteration 50F: 3 clusters Score -1478122 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (306108 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306108 members 
Entering Unmasked Estep 
Score: -36029152.000000 Penalty: 3132.659912
	Iteration 0F: 2 clusters Score -3.602915e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153491 members 
Mstep: Class 2 contains 152617 members 
Entering Unmasked Estep 
Score: -35836996.000000 Penalty: 6265.319824
	Iteration 0F: 3 clusters Score -3.5837e+07 nChanged 148427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161816 members 
Mstep: Class 2 contains 144292 members 
Entering Unmasked Estep 
Score: -35924972.000000 Penalty: 6265.319824
	Iteration 1F: 3 clusters Score -3.592497e+07 nChanged 9332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167296 members 
Mstep: Class 2 contains 138812 members 
Entering Unmasked Estep 
Score: -35927044.000000 Penalty: 6265.319824
	Iteration 2Q: 3 clusters Score -3.592704e+07 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175770 members 
Mstep: Class 2 contains 130338 members 
Entering Unmasked Estep 
Score: -35930648.000000 Penalty: 6265.319824
	Iteration 3Q: 3 clusters Score -3.593065e+07 nChanged 14739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188459 members 
Mstep: Class 2 contains 117649 members 
Entering Unmasked Estep 
Score: -35936944.000000 Penalty: 6265.319824
	Iteration 4Q: 3 clusters Score -3.593694e+07 nChanged 18825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205866 members 
Mstep: Class 2 contains 100242 members 
Entering Unmasked Estep 
Score: -35947796.000000 Penalty: 6265.319824
	Iteration 5F: 3 clusters Score -3.59478e+07 nChanged 22191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227047 members 
Mstep: Class 2 contains 79061 members 
Entering Unmasked Estep 
Score: -35963872.000000 Penalty: 6265.319824
	Iteration 6F: 3 clusters Score -3.596387e+07 nChanged 22816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249213 members 
Mstep: Class 2 contains 56895 members 
Entering Unmasked Estep 
Score: -35982988.000000 Penalty: 6265.319824
	Iteration 7F: 3 clusters Score -3.598299e+07 nChanged 19643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268394 members 
Mstep: Class 2 contains 37714 members 
Entering Unmasked Estep 
Score: -36000840.000000 Penalty: 6265.319824
	Iteration 8F: 3 clusters Score -3.600084e+07 nChanged 14074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282132 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -36014260.000000 Penalty: 6265.319824
	Iteration 9Q: 3 clusters Score -3.601426e+07 nChanged 8834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290770 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -36022228.000000 Penalty: 6265.319824
	Iteration 10Q: 3 clusters Score -3.602223e+07 nChanged 5241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295859 members 
Mstep: Class 2 contains 10249 members 
Entering Unmasked Estep 
Score: -36025136.000000 Penalty: 6265.319824
	Iteration 11Q: 3 clusters Score -3.602514e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298801 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -36026736.000000 Penalty: 6265.319824
	Iteration 12Q: 3 clusters Score -3.602674e+07 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300581 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -36027580.000000 Penalty: 6265.319824
	Iteration 13Q: 3 clusters Score -3.602758e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301632 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -36028012.000000 Penalty: 6265.319824
	Iteration 14Q: 3 clusters Score -3.602801e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302313 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -36028256.000000 Penalty: 6265.319824
	Iteration 15Q: 3 clusters Score -3.602826e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302741 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -36028636.000000 Penalty: 6265.319824
	Iteration 16Q: 3 clusters Score -3.602864e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303032 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -36028948.000000 Penalty: 6265.319824
	Iteration 17Q: 3 clusters Score -3.602895e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303194 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -36029108.000000 Penalty: 6265.319824
	Iteration 18Q: 3 clusters Score -3.602911e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303282 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -36029276.000000 Penalty: 6265.319824
	Iteration 19Q: 3 clusters Score -3.602928e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303323 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -36029500.000000 Penalty: 6265.319824
	Iteration 20F: 3 clusters Score -3.60295e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303333 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -36029712.000000 Penalty: 6265.319824
	Iteration 21Q: 3 clusters Score -3.602971e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303280 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -36029880.000000 Penalty: 6265.319824
	Iteration 22Q: 3 clusters Score -3.602988e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303195 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -36030228.000000 Penalty: 6265.319824
	Iteration 23Q: 3 clusters Score -3.603023e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303059 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -36030512.000000 Penalty: 6265.319824
	Iteration 24Q: 3 clusters Score -3.603051e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302936 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -36030740.000000 Penalty: 6265.319824
	Iteration 25Q: 3 clusters Score -3.603074e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302816 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -36030996.000000 Penalty: 6265.319824
	Iteration 26Q: 3 clusters Score -3.6031e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302757 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -36031136.000000 Penalty: 6265.319824
	Iteration 27Q: 3 clusters Score -3.603114e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302708 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -36031188.000000 Penalty: 6265.319824
	Iteration 28Q: 3 clusters Score -3.603119e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302676 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -36031268.000000 Penalty: 6265.319824
	Iteration 29Q: 3 clusters Score -3.603127e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302644 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -36031308.000000 Penalty: 6265.319824
	Iteration 30Q: 3 clusters Score -3.603131e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302622 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -36031348.000000 Penalty: 6265.319824
	Iteration 31Q: 3 clusters Score -3.603135e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302608 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -36031348.000000 Penalty: 6265.319824
	Iteration 32Q: 3 clusters Score -3.603135e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302594 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -36031376.000000 Penalty: 6265.319824
	Iteration 33Q: 3 clusters Score -3.603138e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302582 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -36031404.000000 Penalty: 6265.319824
	Iteration 34Q: 3 clusters Score -3.60314e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302575 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -36031420.000000 Penalty: 6265.319824
	Iteration 35Q: 3 clusters Score -3.603142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302572 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -36031400.000000 Penalty: 6265.319824
	Iteration 36Q: 3 clusters Score -3.60314e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302573 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -36031416.000000 Penalty: 6265.319824
	Iteration 37Q: 3 clusters Score -3.603142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302572 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -36031400.000000 Penalty: 6265.319824
	Iteration 38Q: 3 clusters Score -3.60314e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302572 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -36031524.000000 Penalty: 6265.319824
	Iteration 39F: 3 clusters Score -3.603152e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302456 members 
Mstep: Class 2 contains 3652 members 
Entering Unmasked Estep 
Score: -36031756.000000 Penalty: 6265.319824
	Iteration 40F: 3 clusters Score -3.603176e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302334 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -36031888.000000 Penalty: 6265.319824
	Iteration 41Q: 3 clusters Score -3.603189e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302209 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -36032080.000000 Penalty: 6265.319824
	Iteration 42Q: 3 clusters Score -3.603208e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302113 members 
Mstep: Class 2 contains 3995 members 
Entering Unmasked Estep 
Score: -36032196.000000 Penalty: 6265.319824
	Iteration 43Q: 3 clusters Score -3.60322e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302014 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -36032360.000000 Penalty: 6265.319824
	Iteration 44Q: 3 clusters Score -3.603236e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301926 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -36032512.000000 Penalty: 6265.319824
	Iteration 45Q: 3 clusters Score -3.603251e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301835 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -36032632.000000 Penalty: 6265.319824
	Iteration 46Q: 3 clusters Score -3.603263e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301766 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -36032764.000000 Penalty: 6265.319824
	Iteration 47Q: 3 clusters Score -3.603276e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301722 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -36032812.000000 Penalty: 6265.319824
	Iteration 48Q: 3 clusters Score -3.603281e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301690 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -36032856.000000 Penalty: 6265.319824
	Iteration 49Q: 3 clusters Score -3.603286e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301651 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -36032868.000000 Penalty: 6265.319824
	Iteration 50Q: 3 clusters Score -3.603287e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301621 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -36032916.000000 Penalty: 6265.319824
	Iteration 51Q: 3 clusters Score -3.603292e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301599 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -36032916.000000 Penalty: 6265.319824
	Iteration 52Q: 3 clusters Score -3.603292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301580 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -36032960.000000 Penalty: 6265.319824
	Iteration 53Q: 3 clusters Score -3.603296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301562 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -36032936.000000 Penalty: 6265.319824
	Iteration 54Q: 3 clusters Score -3.603294e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301551 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -36032944.000000 Penalty: 6265.319824
	Iteration 55Q: 3 clusters Score -3.603294e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301542 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -36032964.000000 Penalty: 6265.319824
	Iteration 56Q: 3 clusters Score -3.603296e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301531 members 
Mstep: Class 2 contains 4577 members 
Entering Unmasked Estep 
Score: -36033000.000000 Penalty: 6265.319824
	Iteration 57Q: 3 clusters Score -3.6033e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301520 members 
Mstep: Class 2 contains 4588 members 
Entering Unmasked Estep 
Score: -36032968.000000 Penalty: 6265.319824
	Iteration 58Q: 3 clusters Score -3.603297e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301515 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -36032956.000000 Penalty: 6265.319824
	Iteration 59Q: 3 clusters Score -3.603296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301513 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -36032976.000000 Penalty: 6265.319824
	Iteration 60F: 3 clusters Score -3.603298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301506 members 
Mstep: Class 2 contains 4602 members 
Entering Unmasked Estep 
Score: -36032984.000000 Penalty: 6265.319824
	Iteration 61Q: 3 clusters Score -3.603298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301498 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -36032992.000000 Penalty: 6265.319824
	Iteration 62Q: 3 clusters Score -3.603299e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301492 members 
Mstep: Class 2 contains 4616 members 
Entering Unmasked Estep 
Score: -36032976.000000 Penalty: 6265.319824
	Iteration 63Q: 3 clusters Score -3.603298e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301482 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -36032980.000000 Penalty: 6265.319824
	Iteration 64Q: 3 clusters Score -3.603298e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301472 members 
Mstep: Class 2 contains 4636 members 
Entering Unmasked Estep 
Score: -36033016.000000 Penalty: 6265.319824
	Iteration 65Q: 3 clusters Score -3.603302e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301466 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -36033016.000000 Penalty: 6265.319824
	Iteration 66Q: 3 clusters Score -3.603302e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301457 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -36033016.000000 Penalty: 6265.319824
	Iteration 67Q: 3 clusters Score -3.603302e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301453 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -36033024.000000 Penalty: 6265.319824
	Iteration 68Q: 3 clusters Score -3.603302e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301441 members 
Mstep: Class 2 contains 4667 members 
Entering Unmasked Estep 
Score: -36033044.000000 Penalty: 6265.319824
	Iteration 69Q: 3 clusters Score -3.603304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301436 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -36033056.000000 Penalty: 6265.319824
	Iteration 70Q: 3 clusters Score -3.603306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301433 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -36033076.000000 Penalty: 6265.319824
	Iteration 71Q: 3 clusters Score -3.603308e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301431 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -36033064.000000 Penalty: 6265.319824
	Iteration 72Q: 3 clusters Score -3.603306e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301422 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -36033088.000000 Penalty: 6265.319824
	Iteration 73Q: 3 clusters Score -3.603309e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301410 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -36033108.000000 Penalty: 6265.319824
	Iteration 74Q: 3 clusters Score -3.603311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301393 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -36033136.000000 Penalty: 6265.319824
	Iteration 75Q: 3 clusters Score -3.603314e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301389 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -36033140.000000 Penalty: 6265.319824
	Iteration 76Q: 3 clusters Score -3.603314e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301385 members 
Mstep: Class 2 contains 4723 members 
Entering Unmasked Estep 
Score: -36033140.000000 Penalty: 6265.319824
	Iteration 77Q: 3 clusters Score -3.603314e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301383 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -36033132.000000 Penalty: 6265.319824
	Iteration 78Q: 3 clusters Score -3.603313e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301378 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -36033132.000000 Penalty: 6265.319824
	Iteration 79Q: 3 clusters Score -3.603313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301378 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -36033136.000000 Penalty: 6265.319824
	Iteration 80F: 3 clusters Score -3.603314e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301376 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -36033120.000000 Penalty: 6265.319824
	Iteration 81Q: 3 clusters Score -3.603312e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301375 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -36033132.000000 Penalty: 6265.319824
	Iteration 82Q: 3 clusters Score -3.603313e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301375 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -36033148.000000 Penalty: 6265.319824
	Iteration 83Q: 3 clusters Score -3.603315e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301372 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -36033160.000000 Penalty: 6265.319824
	Iteration 84Q: 3 clusters Score -3.603316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301370 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -36033152.000000 Penalty: 6265.319824
	Iteration 85Q: 3 clusters Score -3.603315e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301372 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -36033168.000000 Penalty: 6265.319824
	Iteration 86Q: 3 clusters Score -3.603317e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301375 members 
Mstep: Class 2 contains 4733 members 
Entering Unmasked Estep 
Score: -36033172.000000 Penalty: 6265.319824
	Iteration 87Q: 3 clusters Score -3.603317e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301370 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -36033192.000000 Penalty: 6265.319824
	Iteration 88Q: 3 clusters Score -3.603319e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301370 members 
Mstep: Class 2 contains 4738 members 
Entering Unmasked Estep 
Score: -36033176.000000 Penalty: 6265.319824
	Iteration 89Q: 3 clusters Score -3.603318e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301369 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -36033184.000000 Penalty: 6265.319824
	Iteration 90Q: 3 clusters Score -3.603318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301363 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -36033180.000000 Penalty: 6265.319824
	Iteration 91Q: 3 clusters Score -3.603318e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301359 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -36033192.000000 Penalty: 6265.319824
	Iteration 92Q: 3 clusters Score -3.603319e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301355 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -36033192.000000 Penalty: 6265.319824
	Iteration 93Q: 3 clusters Score -3.603319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301349 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -36033164.000000 Penalty: 6265.319824
	Iteration 94Q: 3 clusters Score -3.603316e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301343 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -36033176.000000 Penalty: 6265.319824
	Iteration 95Q: 3 clusters Score -3.603318e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301338 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -36033180.000000 Penalty: 6265.319824
	Iteration 96Q: 3 clusters Score -3.603318e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301326 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -36033180.000000 Penalty: 6265.319824
	Iteration 97Q: 3 clusters Score -3.603318e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301322 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -36033192.000000 Penalty: 6265.319824
	Iteration 98Q: 3 clusters Score -3.603319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301310 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -36033200.000000 Penalty: 6265.319824
	Iteration 99Q: 3 clusters Score -3.60332e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301299 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -36033224.000000 Penalty: 6265.319824
	Iteration 100F: 3 clusters Score -3.603322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301295 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -36033208.000000 Penalty: 6265.319824
	Iteration 101Q: 3 clusters Score -3.603321e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301285 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -36033228.000000 Penalty: 6265.319824
	Iteration 102Q: 3 clusters Score -3.603323e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301276 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -36033216.000000 Penalty: 6265.319824
	Iteration 103Q: 3 clusters Score -3.603322e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301271 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -36033196.000000 Penalty: 6265.319824
	Iteration 104Q: 3 clusters Score -3.60332e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301269 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -36033216.000000 Penalty: 6265.319824
	Iteration 105Q: 3 clusters Score -3.603322e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301267 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -36033216.000000 Penalty: 6265.319824
	Iteration 106Q: 3 clusters Score -3.603322e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301264 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -36033232.000000 Penalty: 6265.319824
	Iteration 107Q: 3 clusters Score -3.603323e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301259 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -36033208.000000 Penalty: 6265.319824
	Iteration 108Q: 3 clusters Score -3.603321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301260 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -36033220.000000 Penalty: 6265.319824
	Iteration 109Q: 3 clusters Score -3.603322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301262 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -36033236.000000 Penalty: 6265.319824
	Iteration 110Q: 3 clusters Score -3.603324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301262 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -36033236.000000 Penalty: 6265.319824
	Iteration 111F: 3 clusters Score -3.603324e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 303326 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 58328 members 
Mstep: Class 7 contains 26084 members 
Mstep: Class 8 contains 29845 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 301262 members 
Mstep: Class 11 contains 2929 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 209051 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 255035 members 
Mstep: Class 20 contains 10618 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 80559 members 
Entering Unmasked Estep 
Score: -161380800.000000 Penalty: 80798.445312
Splitting cluster 10 changes total score from -161364928.000000 to -161380800.000000
So it's getting split into cluster 16.
Entering ConstructFrom: 
Trying to split cluster 11 (2929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2929 members 
Entering Unmasked Estep 
Score: -295039.281250 Penalty: 1979.639160
	Iteration 0F: 2 clusters Score -295039.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -291946.656250 Penalty: 3959.278320
	Iteration 0F: 3 clusters Score -291946.7 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -293307.937500 Penalty: 3959.278320
	Iteration 1F: 3 clusters Score -293307.9 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -294212.750000 Penalty: 3959.278320
	Iteration 2F: 3 clusters Score -294212.8 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -296605.656250 Penalty: 3959.278320
	Iteration 3F: 3 clusters Score -296605.7 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -299559.000000 Penalty: 3959.278320
	Iteration 4F: 3 clusters Score -299559 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -300661.906250 Penalty: 3959.278320
	Iteration 5F: 3 clusters Score -300661.9 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -301226.656250 Penalty: 3959.278320
	Iteration 6Q: 3 clusters Score -301226.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -301409.562500 Penalty: 3959.278320
	Iteration 7Q: 3 clusters Score -301409.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -301422.343750 Penalty: 3959.278320
	Iteration 8Q: 3 clusters Score -301422.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -301447.312500 Penalty: 3959.278320
	Iteration 9Q: 3 clusters Score -301447.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -301471.187500 Penalty: 3959.278320
	Iteration 10Q: 3 clusters Score -301471.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -301489.031250 Penalty: 3959.278320
	Iteration 11Q: 3 clusters Score -301489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -301523.500000 Penalty: 3959.278320
	Iteration 12Q: 3 clusters Score -301523.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -301583.437500 Penalty: 3959.278320
	Iteration 13Q: 3 clusters Score -301583.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -301790.437500 Penalty: 3959.278320
	Iteration 14Q: 3 clusters Score -301790.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -302234.062500 Penalty: 3959.278320
	Iteration 15Q: 3 clusters Score -302234.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -302420.687500 Penalty: 3959.278320
	Iteration 16Q: 3 clusters Score -302420.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -302426.187500 Penalty: 3959.278320
	Iteration 17Q: 3 clusters Score -302426.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -302426.687500 Penalty: 3959.278320
	Iteration 18Q: 3 clusters Score -302426.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -302427.000000 Penalty: 3959.278320
	Iteration 19Q: 3 clusters Score -302427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -302427.000000 Penalty: 3959.278320
	Iteration 20F: 3 clusters Score -302427 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 303326 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 58328 members 
Mstep: Class 7 contains 26084 members 
Mstep: Class 8 contains 29845 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 301262 members 
Mstep: Class 11 contains 2326 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 209051 members 
Mstep: Class 15 contains 10374 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 255035 members 
Mstep: Class 20 contains 10618 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 80559 members 
Entering Unmasked Estep 
Score: -161386560.000000 Penalty: 84311.421875
Splitting cluster 11 changes total score from -161364928.000000 to -161386560.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 12 (7282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Entering Unmasked Estep 
Score: -849696.625000 Penalty: 2205.503906
	Iteration 0F: 2 clusters Score -849696.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -843712.187500 Penalty: 4411.007812
	Iteration 0F: 3 clusters Score -843712.2 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -845342.062500 Penalty: 4411.007812
	Iteration 1F: 3 clusters Score -845342.1 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -845599.750000 Penalty: 4411.007812
	Iteration 2F: 3 clusters Score -845599.8 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -845753.812500 Penalty: 4411.007812
	Iteration 3Q: 3 clusters Score -845753.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -845869.062500 Penalty: 4411.007812
	Iteration 4Q: 3 clusters Score -845869.1 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -845976.750000 Penalty: 4411.007812
	Iteration 5Q: 3 clusters Score -845976.8 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -846079.187500 Penalty: 4411.007812
	Iteration 6Q: 3 clusters Score -846079.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -846176.875000 Penalty: 4411.007812
	Iteration 7Q: 3 clusters Score -846176.9 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -846269.187500 Penalty: 4411.007812
	Iteration 8Q: 3 clusters Score -846269.2 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -846370.375000 Penalty: 4411.007812
	Iteration 9Q: 3 clusters Score -846370.4 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -846501.437500 Penalty: 4411.007812
	Iteration 10Q: 3 clusters Score -846501.4 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -846646.562500 Penalty: 4411.007812
	Iteration 11Q: 3 clusters Score -846646.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -846804.000000 Penalty: 4411.007812
	Iteration 12Q: 3 clusters Score -846804 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -846977.812500 Penalty: 4411.007812
	Iteration 13Q: 3 clusters Score -846977.8 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -847189.375000 Penalty: 4411.007812
	Iteration 14Q: 3 clusters Score -847189.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -847364.937500 Penalty: 4411.007812
	Iteration 15Q: 3 clusters Score -847364.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -847499.812500 Penalty: 4411.007812
	Iteration 16Q: 3 clusters Score -847499.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6728 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -847600.125000 Penalty: 4411.007812
	Iteration 17Q: 3 clusters Score -847600.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -847676.875000 Penalty: 4411.007812
	Iteration 18Q: 3 clusters Score -847676.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -847723.062500 Penalty: 4411.007812
	Iteration 19Q: 3 clusters Score -847723.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -847753.062500 Penalty: 4411.007812
	Iteration 20F: 3 clusters Score -847753.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6890 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -847776.375000 Penalty: 4411.007812
	Iteration 21Q: 3 clusters Score -847776.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -847791.187500 Penalty: 4411.007812
	Iteration 22Q: 3 clusters Score -847791.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -847805.125000 Penalty: 4411.007812
	Iteration 23Q: 3 clusters Score -847805.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -847825.750000 Penalty: 4411.007812
	Iteration 24Q: 3 clusters Score -847825.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6934 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -847835.687500 Penalty: 4411.007812
	Iteration 25Q: 3 clusters Score -847835.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -847844.062500 Penalty: 4411.007812
	Iteration 26Q: 3 clusters Score -847844.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6947 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -847844.937500 Penalty: 4411.007812
	Iteration 27Q: 3 clusters Score -847844.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -847847.812500 Penalty: 4411.007812
	Iteration 28Q: 3 clusters Score -847847.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -847851.625000 Penalty: 4411.007812
	Iteration 29Q: 3 clusters Score -847851.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -847858.437500 Penalty: 4411.007812
	Iteration 30Q: 3 clusters Score -847858.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6965 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -847861.250000 Penalty: 4411.007812
	Iteration 31Q: 3 clusters Score -847861.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6966 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -847860.875000 Penalty: 4411.007812
	Iteration 32Q: 3 clusters Score -847860.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -847860.812500 Penalty: 4411.007812
	Iteration 33Q: 3 clusters Score -847860.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6969 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -847864.312500 Penalty: 4411.007812
	Iteration 34Q: 3 clusters Score -847864.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -847865.687500 Penalty: 4411.007812
	Iteration 35Q: 3 clusters Score -847865.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -847866.062500 Penalty: 4411.007812
	Iteration 36Q: 3 clusters Score -847866.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -847866.187500 Penalty: 4411.007812
	Iteration 37Q: 3 clusters Score -847866.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -847868.875000 Penalty: 4411.007812
	Iteration 38Q: 3 clusters Score -847868.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -847868.875000 Penalty: 4411.007812
	Iteration 39F: 3 clusters Score -847868.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (6374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Entering Unmasked Estep 
Score: -772041.125000 Penalty: 2172.475586
	Iteration 0F: 2 clusters Score -772041.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -766599.312500 Penalty: 4344.951172
	Iteration 0F: 3 clusters Score -766599.3 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -767983.812500 Penalty: 4344.951172
	Iteration 1F: 3 clusters Score -767983.8 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -768213.000000 Penalty: 4344.951172
	Iteration 2F: 3 clusters Score -768213 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -768367.062500 Penalty: 4344.951172
	Iteration 3Q: 3 clusters Score -768367.1 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -768492.187500 Penalty: 4344.951172
	Iteration 4Q: 3 clusters Score -768492.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3053 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -768618.812500 Penalty: 4344.951172
	Iteration 5Q: 3 clusters Score -768618.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -768732.625000 Penalty: 4344.951172
	Iteration 6Q: 3 clusters Score -768732.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -768832.000000 Penalty: 4344.951172
	Iteration 7Q: 3 clusters Score -768832 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -768951.062500 Penalty: 4344.951172
	Iteration 8Q: 3 clusters Score -768951.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -769058.625000 Penalty: 4344.951172
	Iteration 9Q: 3 clusters Score -769058.6 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -769154.687500 Penalty: 4344.951172
	Iteration 10Q: 3 clusters Score -769154.7 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -769229.812500 Penalty: 4344.951172
	Iteration 11Q: 3 clusters Score -769229.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -769299.625000 Penalty: 4344.951172
	Iteration 12Q: 3 clusters Score -769299.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -769359.000000 Penalty: 4344.951172
	Iteration 13Q: 3 clusters Score -769359 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3180 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -769420.062500 Penalty: 4344.951172
	Iteration 14Q: 3 clusters Score -769420.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -769468.812500 Penalty: 4344.951172
	Iteration 15Q: 3 clusters Score -769468.8 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3239 members 
Entering Unmasked Estep 
Score: -769530.500000 Penalty: 4344.951172
	Iteration 16Q: 3 clusters Score -769530.5 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -769593.125000 Penalty: 4344.951172
	Iteration 17Q: 3 clusters Score -769593.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -769667.937500 Penalty: 4344.951172
	Iteration 18Q: 3 clusters Score -769667.9 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -769743.250000 Penalty: 4344.951172
	Iteration 19Q: 3 clusters Score -769743.2 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -769818.562500 Penalty: 4344.951172
	Iteration 20F: 3 clusters Score -769818.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2959 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -769880.875000 Penalty: 4344.951172
	Iteration 21Q: 3 clusters Score -769880.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2914 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -769936.375000 Penalty: 4344.951172
	Iteration 22Q: 3 clusters Score -769936.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2875 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -769975.937500 Penalty: 4344.951172
	Iteration 23Q: 3 clusters Score -769975.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -770015.937500 Penalty: 4344.951172
	Iteration 24Q: 3 clusters Score -770015.9 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -770055.687500 Penalty: 4344.951172
	Iteration 25Q: 3 clusters Score -770055.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 3671 members 
Entering Unmasked Estep 
Score: -770089.250000 Penalty: 4344.951172
	Iteration 26Q: 3 clusters Score -770089.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2660 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -770114.062500 Penalty: 4344.951172
	Iteration 27Q: 3 clusters Score -770114.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -770139.875000 Penalty: 4344.951172
	Iteration 28Q: 3 clusters Score -770139.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -770170.500000 Penalty: 4344.951172
	Iteration 29Q: 3 clusters Score -770170.5 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 3884 members 
Entering Unmasked Estep 
Score: -770201.875000 Penalty: 4344.951172
	Iteration 30Q: 3 clusters Score -770201.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -770239.062500 Penalty: 4344.951172
	Iteration 31Q: 3 clusters Score -770239.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -770277.312500 Penalty: 4344.951172
	Iteration 32Q: 3 clusters Score -770277.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -770314.000000 Penalty: 4344.951172
	Iteration 33Q: 3 clusters Score -770314 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 4152 members 
Entering Unmasked Estep 
Score: -770346.187500 Penalty: 4344.951172
	Iteration 34Q: 3 clusters Score -770346.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -770371.312500 Penalty: 4344.951172
	Iteration 35Q: 3 clusters Score -770371.3 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -770393.312500 Penalty: 4344.951172
	Iteration 36Q: 3 clusters Score -770393.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -770408.062500 Penalty: 4344.951172
	Iteration 37Q: 3 clusters Score -770408.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 4314 members 
Entering Unmasked Estep 
Score: -770413.312500 Penalty: 4344.951172
	Iteration 38Q: 3 clusters Score -770413.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -770421.875000 Penalty: 4344.951172
	Iteration 39Q: 3 clusters Score -770421.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -770429.312500 Penalty: 4344.951172
	Iteration 40F: 3 clusters Score -770429.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -770436.375000 Penalty: 4344.951172
	Iteration 41Q: 3 clusters Score -770436.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -770443.250000 Penalty: 4344.951172
	Iteration 42Q: 3 clusters Score -770443.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -770451.937500 Penalty: 4344.951172
	Iteration 43Q: 3 clusters Score -770451.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 4438 members 
Entering Unmasked Estep 
Score: -770469.250000 Penalty: 4344.951172
	Iteration 44Q: 3 clusters Score -770469.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -770485.250000 Penalty: 4344.951172
	Iteration 45Q: 3 clusters Score -770485.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -770497.562500 Penalty: 4344.951172
	Iteration 46Q: 3 clusters Score -770497.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -770510.937500 Penalty: 4344.951172
	Iteration 47Q: 3 clusters Score -770510.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 4574 members 
Entering Unmasked Estep 
Score: -770525.062500 Penalty: 4344.951172
	Iteration 48Q: 3 clusters Score -770525.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 4601 members 
Entering Unmasked Estep 
Score: -770536.687500 Penalty: 4344.951172
	Iteration 49Q: 3 clusters Score -770536.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -770550.812500 Penalty: 4344.951172
	Iteration 50Q: 3 clusters Score -770550.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -770566.625000 Penalty: 4344.951172
	Iteration 51Q: 3 clusters Score -770566.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -770573.937500 Penalty: 4344.951172
	Iteration 52Q: 3 clusters Score -770573.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -770580.562500 Penalty: 4344.951172
	Iteration 53Q: 3 clusters Score -770580.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -770587.750000 Penalty: 4344.951172
	Iteration 54Q: 3 clusters Score -770587.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -770594.937500 Penalty: 4344.951172
	Iteration 55Q: 3 clusters Score -770594.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -770599.875000 Penalty: 4344.951172
	Iteration 56Q: 3 clusters Score -770599.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -770606.812500 Penalty: 4344.951172
	Iteration 57Q: 3 clusters Score -770606.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -770611.437500 Penalty: 4344.951172
	Iteration 58Q: 3 clusters Score -770611.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -770615.875000 Penalty: 4344.951172
	Iteration 59Q: 3 clusters Score -770615.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 4793 members 
Entering Unmasked Estep 
Score: -770616.875000 Penalty: 4344.951172
	Iteration 60F: 3 clusters Score -770616.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 4797 members 
Entering Unmasked Estep 
Score: -770619.375000 Penalty: 4344.951172
	Iteration 61Q: 3 clusters Score -770619.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4800 members 
Entering Unmasked Estep 
Score: -770621.562500 Penalty: 4344.951172
	Iteration 62Q: 3 clusters Score -770621.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4807 members 
Entering Unmasked Estep 
Score: -770623.500000 Penalty: 4344.951172
	Iteration 63Q: 3 clusters Score -770623.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -770628.750000 Penalty: 4344.951172
	Iteration 64Q: 3 clusters Score -770628.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -770638.062500 Penalty: 4344.951172
	Iteration 65Q: 3 clusters Score -770638.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -770642.000000 Penalty: 4344.951172
	Iteration 66Q: 3 clusters Score -770642 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 4864 members 
Entering Unmasked Estep 
Score: -770645.375000 Penalty: 4344.951172
	Iteration 67Q: 3 clusters Score -770645.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -770647.875000 Penalty: 4344.951172
	Iteration 68Q: 3 clusters Score -770647.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -770650.437500 Penalty: 4344.951172
	Iteration 69Q: 3 clusters Score -770650.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 4884 members 
Entering Unmasked Estep 
Score: -770653.125000 Penalty: 4344.951172
	Iteration 70Q: 3 clusters Score -770653.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -770656.937500 Penalty: 4344.951172
	Iteration 71Q: 3 clusters Score -770656.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -770658.125000 Penalty: 4344.951172
	Iteration 72Q: 3 clusters Score -770658.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -770661.250000 Penalty: 4344.951172
	Iteration 73Q: 3 clusters Score -770661.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 4907 members 
Entering Unmasked Estep 
Score: -770661.375000 Penalty: 4344.951172
	Iteration 74Q: 3 clusters Score -770661.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -770661.375000 Penalty: 4344.951172
	Iteration 75Q: 3 clusters Score -770661.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -770662.000000 Penalty: 4344.951172
	Iteration 76Q: 3 clusters Score -770662 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 4910 members 
Entering Unmasked Estep 
Score: -770662.000000 Penalty: 4344.951172
	Iteration 77F: 3 clusters Score -770662 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10374 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Entering Unmasked Estep 
Score: -872113.687500 Penalty: 2293.270264
	Iteration 0F: 2 clusters Score -872113.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -864407.437500 Penalty: 4586.540527
	Iteration 0F: 3 clusters Score -864407.4 nChanged 4349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -867195.875000 Penalty: 4586.540527
	Iteration 1F: 3 clusters Score -867195.9 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -868053.000000 Penalty: 4586.540527
	Iteration 2F: 3 clusters Score -868053 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 6133 members 
Entering Unmasked Estep 
Score: -869124.000000 Penalty: 4586.540527
	Iteration 3F: 3 clusters Score -869124 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -870437.812500 Penalty: 4586.540527
	Iteration 4F: 3 clusters Score -870437.8 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 7336 members 
Entering Unmasked Estep 
Score: -871662.000000 Penalty: 4586.540527
	Iteration 5F: 3 clusters Score -871662 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -872710.250000 Penalty: 4586.540527
	Iteration 6F: 3 clusters Score -872710.2 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8224 members 
Entering Unmasked Estep 
Score: -873330.687500 Penalty: 4586.540527
	Iteration 7F: 3 clusters Score -873330.7 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -873693.687500 Penalty: 4586.540527
	Iteration 8Q: 3 clusters Score -873693.7 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 8695 members 
Entering Unmasked Estep 
Score: -873882.062500 Penalty: 4586.540527
	Iteration 9Q: 3 clusters Score -873882.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 8826 members 
Entering Unmasked Estep 
Score: -873973.437500 Penalty: 4586.540527
	Iteration 10Q: 3 clusters Score -873973.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -874020.500000 Penalty: 4586.540527
	Iteration 11Q: 3 clusters Score -874020.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -874041.062500 Penalty: 4586.540527
	Iteration 12Q: 3 clusters Score -874041.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -874049.875000 Penalty: 4586.540527
	Iteration 13Q: 3 clusters Score -874049.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 8994 members 
Entering Unmasked Estep 
Score: -874053.187500 Penalty: 4586.540527
	Iteration 14Q: 3 clusters Score -874053.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -874055.812500 Penalty: 4586.540527
	Iteration 15Q: 3 clusters Score -874055.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -874057.562500 Penalty: 4586.540527
	Iteration 16Q: 3 clusters Score -874057.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -874061.687500 Penalty: 4586.540527
	Iteration 17Q: 3 clusters Score -874061.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -874063.125000 Penalty: 4586.540527
	Iteration 18Q: 3 clusters Score -874063.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -874064.875000 Penalty: 4586.540527
	Iteration 19Q: 3 clusters Score -874064.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -874065.687500 Penalty: 4586.540527
	Iteration 20F: 3 clusters Score -874065.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -874068.187500 Penalty: 4586.540527
	Iteration 21Q: 3 clusters Score -874068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 9031 members 
Entering Unmasked Estep 
Score: -874068.187500 Penalty: 4586.540527
	Iteration 22F: 3 clusters Score -874068.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 303326 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 58328 members 
Mstep: Class 7 contains 26084 members 
Mstep: Class 8 contains 29845 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 301262 members 
Mstep: Class 11 contains 2326 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 209051 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 255035 members 
Mstep: Class 20 contains 10618 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 80559 members 
Mstep: Class 25 contains 9031 members 
Entering Unmasked Estep 
Score: -161387328.000000 Penalty: 87824.398438
Splitting cluster 15 changes total score from -161364928.000000 to -161387328.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 17 (7055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Entering Unmasked Estep 
Score: -791128.625000 Penalty: 2197.650146
	Iteration 0F: 2 clusters Score -791128.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -785249.500000 Penalty: 4395.300293
	Iteration 0F: 3 clusters Score -785249.5 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -786808.250000 Penalty: 4395.300293
	Iteration 1F: 3 clusters Score -786808.2 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -787068.062500 Penalty: 4395.300293
	Iteration 2F: 3 clusters Score -787068.1 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 3353 members 
Entering Unmasked Estep 
Score: -787303.062500 Penalty: 4395.300293
	Iteration 3F: 3 clusters Score -787303.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 3236 members 
Entering Unmasked Estep 
Score: -787505.000000 Penalty: 4395.300293
	Iteration 4Q: 3 clusters Score -787505 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -787710.062500 Penalty: 4395.300293
	Iteration 5Q: 3 clusters Score -787710.1 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -787960.687500 Penalty: 4395.300293
	Iteration 6Q: 3 clusters Score -787960.7 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -788277.937500 Penalty: 4395.300293
	Iteration 7Q: 3 clusters Score -788277.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -788593.437500 Penalty: 4395.300293
	Iteration 8F: 3 clusters Score -788593.4 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -788875.062500 Penalty: 4395.300293
	Iteration 9Q: 3 clusters Score -788875.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -789057.625000 Penalty: 4395.300293
	Iteration 10Q: 3 clusters Score -789057.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -789186.250000 Penalty: 4395.300293
	Iteration 11Q: 3 clusters Score -789186.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -789268.125000 Penalty: 4395.300293
	Iteration 12Q: 3 clusters Score -789268.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -789323.187500 Penalty: 4395.300293
	Iteration 13Q: 3 clusters Score -789323.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -789352.312500 Penalty: 4395.300293
	Iteration 14Q: 3 clusters Score -789352.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -789383.000000 Penalty: 4395.300293
	Iteration 15Q: 3 clusters Score -789383 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4360 members 
Mstep: Class 2 contains 2695 members 
Entering Unmasked Estep 
Score: -789404.187500 Penalty: 4395.300293
	Iteration 16Q: 3 clusters Score -789404.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 2686 members 
Entering Unmasked Estep 
Score: -789420.250000 Penalty: 4395.300293
	Iteration 17Q: 3 clusters Score -789420.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -789435.125000 Penalty: 4395.300293
	Iteration 18Q: 3 clusters Score -789435.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -789448.125000 Penalty: 4395.300293
	Iteration 19Q: 3 clusters Score -789448.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -789461.000000 Penalty: 4395.300293
	Iteration 20F: 3 clusters Score -789461 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4388 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -789474.437500 Penalty: 4395.300293
	Iteration 21Q: 3 clusters Score -789474.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -789485.750000 Penalty: 4395.300293
	Iteration 22Q: 3 clusters Score -789485.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -789497.750000 Penalty: 4395.300293
	Iteration 23Q: 3 clusters Score -789497.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -789513.750000 Penalty: 4395.300293
	Iteration 24Q: 3 clusters Score -789513.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -789524.812500 Penalty: 4395.300293
	Iteration 25Q: 3 clusters Score -789524.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -789537.562500 Penalty: 4395.300293
	Iteration 26Q: 3 clusters Score -789537.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -789546.750000 Penalty: 4395.300293
	Iteration 27Q: 3 clusters Score -789546.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -789556.187500 Penalty: 4395.300293
	Iteration 28Q: 3 clusters Score -789556.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -789558.000000 Penalty: 4395.300293
	Iteration 29Q: 3 clusters Score -789558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -789563.125000 Penalty: 4395.300293
	Iteration 30Q: 3 clusters Score -789563.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4305 members 
Mstep: Class 2 contains 2750 members 
Entering Unmasked Estep 
Score: -789564.500000 Penalty: 4395.300293
	Iteration 31Q: 3 clusters Score -789564.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4296 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -789567.937500 Penalty: 4395.300293
	Iteration 32Q: 3 clusters Score -789567.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -789566.312500 Penalty: 4395.300293
	Iteration 33Q: 3 clusters Score -789566.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -789568.187500 Penalty: 4395.300293
	Iteration 34Q: 3 clusters Score -789568.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -789569.562500 Penalty: 4395.300293
	Iteration 35Q: 3 clusters Score -789569.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -789572.437500 Penalty: 4395.300293
	Iteration 36Q: 3 clusters Score -789572.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -789572.500000 Penalty: 4395.300293
	Iteration 37Q: 3 clusters Score -789572.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -789576.937500 Penalty: 4395.300293
	Iteration 38Q: 3 clusters Score -789576.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -789579.687500 Penalty: 4395.300293
	Iteration 39Q: 3 clusters Score -789579.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -789583.000000 Penalty: 4395.300293
	Iteration 40F: 3 clusters Score -789583 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -789586.250000 Penalty: 4395.300293
	Iteration 41Q: 3 clusters Score -789586.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -789590.062500 Penalty: 4395.300293
	Iteration 42Q: 3 clusters Score -789590.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -789593.062500 Penalty: 4395.300293
	Iteration 43Q: 3 clusters Score -789593.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -789597.625000 Penalty: 4395.300293
	Iteration 44Q: 3 clusters Score -789597.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -789603.250000 Penalty: 4395.300293
	Iteration 45Q: 3 clusters Score -789603.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -789607.125000 Penalty: 4395.300293
	Iteration 46Q: 3 clusters Score -789607.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -789608.937500 Penalty: 4395.300293
	Iteration 47Q: 3 clusters Score -789608.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -789608.250000 Penalty: 4395.300293
	Iteration 48Q: 3 clusters Score -789608.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 2895 members 
Entering Unmasked Estep 
Score: -789610.187500 Penalty: 4395.300293
	Iteration 49Q: 3 clusters Score -789610.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -789612.500000 Penalty: 4395.300293
	Iteration 50Q: 3 clusters Score -789612.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -789613.500000 Penalty: 4395.300293
	Iteration 51Q: 3 clusters Score -789613.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -789615.312500 Penalty: 4395.300293
	Iteration 52Q: 3 clusters Score -789615.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -789616.062500 Penalty: 4395.300293
	Iteration 53Q: 3 clusters Score -789616.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -789616.562500 Penalty: 4395.300293
	Iteration 54Q: 3 clusters Score -789616.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -789618.375000 Penalty: 4395.300293
	Iteration 55Q: 3 clusters Score -789618.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -789618.437500 Penalty: 4395.300293
	Iteration 56Q: 3 clusters Score -789618.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -789619.187500 Penalty: 4395.300293
	Iteration 57Q: 3 clusters Score -789619.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -789620.125000 Penalty: 4395.300293
	Iteration 58Q: 3 clusters Score -789620.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -789620.562500 Penalty: 4395.300293
	Iteration 59Q: 3 clusters Score -789620.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -789620.812500 Penalty: 4395.300293
	Iteration 60F: 3 clusters Score -789620.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18620 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Entering Unmasked Estep 
Score: -2091459.250000 Penalty: 2438.333740
	Iteration 0F: 2 clusters Score -2091459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -2078289.000000 Penalty: 4876.667480
	Iteration 0F: 3 clusters Score -2078289 nChanged 8064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 8513 members 
Entering Unmasked Estep 
Score: -2082724.500000 Penalty: 4876.667480
	Iteration 1F: 3 clusters Score -2082724 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10475 members 
Mstep: Class 2 contains 8145 members 
Entering Unmasked Estep 
Score: -2083227.500000 Penalty: 4876.667480
	Iteration 2F: 3 clusters Score -2083228 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -2083667.875000 Penalty: 4876.667480
	Iteration 3F: 3 clusters Score -2083668 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -2084156.875000 Penalty: 4876.667480
	Iteration 4Q: 3 clusters Score -2084157 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -2084746.750000 Penalty: 4876.667480
	Iteration 5F: 3 clusters Score -2084747 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13184 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -2085511.875000 Penalty: 4876.667480
	Iteration 6F: 3 clusters Score -2085512 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -2086363.500000 Penalty: 4876.667480
	Iteration 7F: 3 clusters Score -2086364 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15109 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2087239.250000 Penalty: 4876.667480
	Iteration 8F: 3 clusters Score -2087239 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15897 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -2087999.875000 Penalty: 4876.667480
	Iteration 9Q: 3 clusters Score -2088000 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -2088554.250000 Penalty: 4876.667480
	Iteration 10Q: 3 clusters Score -2088554 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16782 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -2088889.250000 Penalty: 4876.667480
	Iteration 11Q: 3 clusters Score -2088889 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16997 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2089100.500000 Penalty: 4876.667480
	Iteration 12Q: 3 clusters Score -2089100 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -2089214.250000 Penalty: 4876.667480
	Iteration 13Q: 3 clusters Score -2089214 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -2089301.375000 Penalty: 4876.667480
	Iteration 14Q: 3 clusters Score -2089301 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -2089403.500000 Penalty: 4876.667480
	Iteration 15Q: 3 clusters Score -2089404 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17328 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -2089465.125000 Penalty: 4876.667480
	Iteration 16Q: 3 clusters Score -2089465 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -2089526.875000 Penalty: 4876.667480
	Iteration 17Q: 3 clusters Score -2089527 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17385 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -2089569.000000 Penalty: 4876.667480
	Iteration 18Q: 3 clusters Score -2089569 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2089602.250000 Penalty: 4876.667480
	Iteration 19Q: 3 clusters Score -2089602 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -2089630.000000 Penalty: 4876.667480
	Iteration 20F: 3 clusters Score -2089630 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -2089650.500000 Penalty: 4876.667480
	Iteration 21Q: 3 clusters Score -2089650 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -2089681.875000 Penalty: 4876.667480
	Iteration 22Q: 3 clusters Score -2089682 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -2089700.000000 Penalty: 4876.667480
	Iteration 23Q: 3 clusters Score -2089700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -2089719.625000 Penalty: 4876.667480
	Iteration 24Q: 3 clusters Score -2089720 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2089733.375000 Penalty: 4876.667480
	Iteration 25Q: 3 clusters Score -2089733 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17528 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -2089739.375000 Penalty: 4876.667480
	Iteration 26Q: 3 clusters Score -2089739 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -2089747.500000 Penalty: 4876.667480
	Iteration 27Q: 3 clusters Score -2089748 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -2089750.000000 Penalty: 4876.667480
	Iteration 28Q: 3 clusters Score -2089750 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -2089752.000000 Penalty: 4876.667480
	Iteration 29Q: 3 clusters Score -2089752 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2089761.625000 Penalty: 4876.667480
	Iteration 30Q: 3 clusters Score -2089762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2089765.375000 Penalty: 4876.667480
	Iteration 31Q: 3 clusters Score -2089765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -2089766.375000 Penalty: 4876.667480
	Iteration 32Q: 3 clusters Score -2089766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17574 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -2089768.375000 Penalty: 4876.667480
	Iteration 33Q: 3 clusters Score -2089768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -2089775.750000 Penalty: 4876.667480
	Iteration 34Q: 3 clusters Score -2089776 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -2089781.750000 Penalty: 4876.667480
	Iteration 35Q: 3 clusters Score -2089782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -2089782.500000 Penalty: 4876.667480
	Iteration 36Q: 3 clusters Score -2089782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17589 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2089786.500000 Penalty: 4876.667480
	Iteration 37Q: 3 clusters Score -2089786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2089785.250000 Penalty: 4876.667480
	Iteration 38Q: 3 clusters Score -2089785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17591 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -2089784.375000 Penalty: 4876.667480
	Iteration 39Q: 3 clusters Score -2089784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -2089785.000000 Penalty: 4876.667480
	Iteration 40F: 3 clusters Score -2089785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2089784.875000 Penalty: 4876.667480
	Iteration 41Q: 3 clusters Score -2089785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2089787.000000 Penalty: 4876.667480
	Iteration 42Q: 3 clusters Score -2089787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -2089787.750000 Penalty: 4876.667480
	Iteration 43Q: 3 clusters Score -2089788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2089788.750000 Penalty: 4876.667480
	Iteration 44Q: 3 clusters Score -2089789 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17601 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -2089788.750000 Penalty: 4876.667480
	Iteration 45F: 3 clusters Score -2089789 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (255035 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255035 members 
Entering Unmasked Estep 
Score: -29913514.000000 Penalty: 3087.390625
	Iteration 0F: 2 clusters Score -2.991351e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127716 members 
Mstep: Class 2 contains 127319 members 
Entering Unmasked Estep 
Score: -29751508.000000 Penalty: 6174.781250
	Iteration 0F: 3 clusters Score -2.975151e+07 nChanged 123454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132226 members 
Mstep: Class 2 contains 122809 members 
Entering Unmasked Estep 
Score: -29825738.000000 Penalty: 6174.781250
	Iteration 1F: 3 clusters Score -2.982574e+07 nChanged 8859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135471 members 
Mstep: Class 2 contains 119564 members 
Entering Unmasked Estep 
Score: -29828144.000000 Penalty: 6174.781250
	Iteration 2Q: 3 clusters Score -2.982814e+07 nChanged 10424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140651 members 
Mstep: Class 2 contains 114384 members 
Entering Unmasked Estep 
Score: -29831988.000000 Penalty: 6174.781250
	Iteration 3Q: 3 clusters Score -2.983199e+07 nChanged 13081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148880 members 
Mstep: Class 2 contains 106155 members 
Entering Unmasked Estep 
Score: -29838454.000000 Penalty: 6174.781250
	Iteration 4F: 3 clusters Score -2.983845e+07 nChanged 16430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160770 members 
Mstep: Class 2 contains 94265 members 
Entering Unmasked Estep 
Score: -29848248.000000 Penalty: 6174.781250
	Iteration 5F: 3 clusters Score -2.984825e+07 nChanged 19087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176113 members 
Mstep: Class 2 contains 78922 members 
Entering Unmasked Estep 
Score: -29862150.000000 Penalty: 6174.781250
	Iteration 6F: 3 clusters Score -2.986215e+07 nChanged 19342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192307 members 
Mstep: Class 2 contains 62728 members 
Entering Unmasked Estep 
Score: -29877472.000000 Penalty: 6174.781250
	Iteration 7F: 3 clusters Score -2.987747e+07 nChanged 16010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205803 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -29889528.000000 Penalty: 6174.781250
	Iteration 8F: 3 clusters Score -2.988953e+07 nChanged 11511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215282 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -29897532.000000 Penalty: 6174.781250
	Iteration 9Q: 3 clusters Score -2.989753e+07 nChanged 7814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221572 members 
Mstep: Class 2 contains 33463 members 
Entering Unmasked Estep 
Score: -29902020.000000 Penalty: 6174.781250
	Iteration 10Q: 3 clusters Score -2.990202e+07 nChanged 5311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226239 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -29904086.000000 Penalty: 6174.781250
	Iteration 11Q: 3 clusters Score -2.990409e+07 nChanged 3984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230037 members 
Mstep: Class 2 contains 24998 members 
Entering Unmasked Estep 
Score: -29905852.000000 Penalty: 6174.781250
	Iteration 12Q: 3 clusters Score -2.990585e+07 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233306 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -29906908.000000 Penalty: 6174.781250
	Iteration 13Q: 3 clusters Score -2.990691e+07 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236117 members 
Mstep: Class 2 contains 18918 members 
Entering Unmasked Estep 
Score: -29908044.000000 Penalty: 6174.781250
	Iteration 14Q: 3 clusters Score -2.990804e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238505 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -29908914.000000 Penalty: 6174.781250
	Iteration 15Q: 3 clusters Score -2.990891e+07 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240573 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -29909616.000000 Penalty: 6174.781250
	Iteration 16Q: 3 clusters Score -2.990962e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242329 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -29910006.000000 Penalty: 6174.781250
	Iteration 17Q: 3 clusters Score -2.991001e+07 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243839 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -29910524.000000 Penalty: 6174.781250
	Iteration 18Q: 3 clusters Score -2.991052e+07 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245128 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -29910976.000000 Penalty: 6174.781250
	Iteration 19Q: 3 clusters Score -2.991098e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246228 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -29911152.000000 Penalty: 6174.781250
	Iteration 20F: 3 clusters Score -2.991115e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247151 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -29911374.000000 Penalty: 6174.781250
	Iteration 21Q: 3 clusters Score -2.991137e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247955 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -29911514.000000 Penalty: 6174.781250
	Iteration 22Q: 3 clusters Score -2.991151e+07 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248698 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -29911676.000000 Penalty: 6174.781250
	Iteration 23Q: 3 clusters Score -2.991168e+07 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249274 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -29911910.000000 Penalty: 6174.781250
	Iteration 24Q: 3 clusters Score -2.991191e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249761 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -29912198.000000 Penalty: 6174.781250
	Iteration 25Q: 3 clusters Score -2.99122e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250152 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -29912218.000000 Penalty: 6174.781250
	Iteration 26Q: 3 clusters Score -2.991222e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250477 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -29912266.000000 Penalty: 6174.781250
	Iteration 27Q: 3 clusters Score -2.991227e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250735 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -29912340.000000 Penalty: 6174.781250
	Iteration 28Q: 3 clusters Score -2.991234e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250962 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -29912396.000000 Penalty: 6174.781250
	Iteration 29Q: 3 clusters Score -2.99124e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251139 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -29912438.000000 Penalty: 6174.781250
	Iteration 30Q: 3 clusters Score -2.991244e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251286 members 
Mstep: Class 2 contains 3749 members 
Entering Unmasked Estep 
Score: -29912452.000000 Penalty: 6174.781250
	Iteration 31Q: 3 clusters Score -2.991245e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251410 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -29912468.000000 Penalty: 6174.781250
	Iteration 32Q: 3 clusters Score -2.991247e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251503 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -29912494.000000 Penalty: 6174.781250
	Iteration 33Q: 3 clusters Score -2.991249e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251596 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -29912510.000000 Penalty: 6174.781250
	Iteration 34Q: 3 clusters Score -2.991251e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251678 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -29912508.000000 Penalty: 6174.781250
	Iteration 35Q: 3 clusters Score -2.991251e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251750 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -29912508.000000 Penalty: 6174.781250
	Iteration 36Q: 3 clusters Score -2.991251e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251809 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -29912556.000000 Penalty: 6174.781250
	Iteration 37Q: 3 clusters Score -2.991256e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251851 members 
Mstep: Class 2 contains 3184 members 
Entering Unmasked Estep 
Score: -29912584.000000 Penalty: 6174.781250
	Iteration 38Q: 3 clusters Score -2.991258e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251897 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -29912616.000000 Penalty: 6174.781250
	Iteration 39Q: 3 clusters Score -2.991262e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251951 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -29912618.000000 Penalty: 6174.781250
	Iteration 40F: 3 clusters Score -2.991262e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251997 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -29912628.000000 Penalty: 6174.781250
	Iteration 41Q: 3 clusters Score -2.991263e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252027 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -29912614.000000 Penalty: 6174.781250
	Iteration 42Q: 3 clusters Score -2.991261e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252059 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -29912624.000000 Penalty: 6174.781250
	Iteration 43Q: 3 clusters Score -2.991262e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252075 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -29912650.000000 Penalty: 6174.781250
	Iteration 44Q: 3 clusters Score -2.991265e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252088 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -29912630.000000 Penalty: 6174.781250
	Iteration 45Q: 3 clusters Score -2.991263e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252093 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -29912640.000000 Penalty: 6174.781250
	Iteration 46Q: 3 clusters Score -2.991264e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252104 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -29912624.000000 Penalty: 6174.781250
	Iteration 47Q: 3 clusters Score -2.991262e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252112 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -29912628.000000 Penalty: 6174.781250
	Iteration 48Q: 3 clusters Score -2.991263e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252123 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -29912606.000000 Penalty: 6174.781250
	Iteration 49Q: 3 clusters Score -2.991261e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252130 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -29912606.000000 Penalty: 6174.781250
	Iteration 50Q: 3 clusters Score -2.991261e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252143 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -29912588.000000 Penalty: 6174.781250
	Iteration 51Q: 3 clusters Score -2.991259e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252150 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -29912570.000000 Penalty: 6174.781250
	Iteration 52Q: 3 clusters Score -2.991257e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252160 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -29912580.000000 Penalty: 6174.781250
	Iteration 53Q: 3 clusters Score -2.991258e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252171 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -29912556.000000 Penalty: 6174.781250
	Iteration 54Q: 3 clusters Score -2.991256e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252181 members 
Mstep: Class 2 contains 2854 members 
Entering Unmasked Estep 
Score: -29912568.000000 Penalty: 6174.781250
	Iteration 55Q: 3 clusters Score -2.991257e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252190 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -29912566.000000 Penalty: 6174.781250
	Iteration 56Q: 3 clusters Score -2.991257e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252198 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -29912560.000000 Penalty: 6174.781250
	Iteration 57Q: 3 clusters Score -2.991256e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252201 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -29912568.000000 Penalty: 6174.781250
	Iteration 58Q: 3 clusters Score -2.991257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252205 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -29912576.000000 Penalty: 6174.781250
	Iteration 59Q: 3 clusters Score -2.991258e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252210 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -29912566.000000 Penalty: 6174.781250
	Iteration 60F: 3 clusters Score -2.991257e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252216 members 
Mstep: Class 2 contains 2819 members 
Entering Unmasked Estep 
Score: -29912570.000000 Penalty: 6174.781250
	Iteration 61Q: 3 clusters Score -2.991257e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252221 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -29912560.000000 Penalty: 6174.781250
	Iteration 62Q: 3 clusters Score -2.991256e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252222 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -29912572.000000 Penalty: 6174.781250
	Iteration 63Q: 3 clusters Score -2.991257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252221 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -29912566.000000 Penalty: 6174.781250
	Iteration 64Q: 3 clusters Score -2.991257e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252220 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -29912552.000000 Penalty: 6174.781250
	Iteration 65Q: 3 clusters Score -2.991255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252220 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -29912552.000000 Penalty: 6174.781250
	Iteration 66F: 3 clusters Score -2.991255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (10618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Entering Unmasked Estep 
Score: -1199829.875000 Penalty: 2299.035889
	Iteration 0F: 2 clusters Score -1199830 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5214 members 
Mstep: Class 2 contains 5404 members 
Entering Unmasked Estep 
Score: -1191771.500000 Penalty: 4598.071777
	Iteration 0F: 3 clusters Score -1191772 nChanged 4445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5017 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -1194252.000000 Penalty: 4598.071777
	Iteration 1F: 3 clusters Score -1194252 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1194725.750000 Penalty: 4598.071777
	Iteration 2F: 3 clusters Score -1194726 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1195224.625000 Penalty: 4598.071777
	Iteration 3F: 3 clusters Score -1195225 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -1195789.875000 Penalty: 4598.071777
	Iteration 4F: 3 clusters Score -1195790 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1196370.875000 Penalty: 4598.071777
	Iteration 5F: 3 clusters Score -1196371 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 6534 members 
Entering Unmasked Estep 
Score: -1196883.125000 Penalty: 4598.071777
	Iteration 6F: 3 clusters Score -1196883 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 6532 members 
Entering Unmasked Estep 
Score: -1197368.250000 Penalty: 4598.071777
	Iteration 7F: 3 clusters Score -1197368 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1197799.625000 Penalty: 4598.071777
	Iteration 8Q: 3 clusters Score -1197800 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1198171.125000 Penalty: 4598.071777
	Iteration 9Q: 3 clusters Score -1198171 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 6021 members 
Entering Unmasked Estep 
Score: -1198445.500000 Penalty: 4598.071777
	Iteration 10Q: 3 clusters Score -1198446 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1198625.125000 Penalty: 4598.071777
	Iteration 11Q: 3 clusters Score -1198625 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4978 members 
Mstep: Class 2 contains 5640 members 
Entering Unmasked Estep 
Score: -1198736.625000 Penalty: 4598.071777
	Iteration 12Q: 3 clusters Score -1198737 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1198807.625000 Penalty: 4598.071777
	Iteration 13Q: 3 clusters Score -1198808 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1198866.750000 Penalty: 4598.071777
	Iteration 14Q: 3 clusters Score -1198867 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1198907.500000 Penalty: 4598.071777
	Iteration 15Q: 3 clusters Score -1198908 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1198944.750000 Penalty: 4598.071777
	Iteration 16Q: 3 clusters Score -1198945 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1198979.250000 Penalty: 4598.071777
	Iteration 17Q: 3 clusters Score -1198979 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1199009.875000 Penalty: 4598.071777
	Iteration 18Q: 3 clusters Score -1199010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 4795 members 
Entering Unmasked Estep 
Score: -1199036.875000 Penalty: 4598.071777
	Iteration 19Q: 3 clusters Score -1199037 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -1199075.625000 Penalty: 4598.071777
	Iteration 20F: 3 clusters Score -1199076 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -1199120.500000 Penalty: 4598.071777
	Iteration 21Q: 3 clusters Score -1199120 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1199172.625000 Penalty: 4598.071777
	Iteration 22Q: 3 clusters Score -1199173 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6285 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -1199209.250000 Penalty: 4598.071777
	Iteration 23Q: 3 clusters Score -1199209 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6395 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -1199256.250000 Penalty: 4598.071777
	Iteration 24Q: 3 clusters Score -1199256 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6509 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1199304.250000 Penalty: 4598.071777
	Iteration 25Q: 3 clusters Score -1199304 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -1199358.250000 Penalty: 4598.071777
	Iteration 26Q: 3 clusters Score -1199358 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -1199398.875000 Penalty: 4598.071777
	Iteration 27Q: 3 clusters Score -1199399 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6834 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -1199434.750000 Penalty: 4598.071777
	Iteration 28Q: 3 clusters Score -1199435 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6902 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1199459.375000 Penalty: 4598.071777
	Iteration 29Q: 3 clusters Score -1199459 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6981 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -1199490.500000 Penalty: 4598.071777
	Iteration 30Q: 3 clusters Score -1199490 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1199520.625000 Penalty: 4598.071777
	Iteration 31Q: 3 clusters Score -1199521 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -1199554.750000 Penalty: 4598.071777
	Iteration 32Q: 3 clusters Score -1199555 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1199594.000000 Penalty: 4598.071777
	Iteration 33Q: 3 clusters Score -1199594 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1199632.625000 Penalty: 4598.071777
	Iteration 34Q: 3 clusters Score -1199633 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1199658.750000 Penalty: 4598.071777
	Iteration 35Q: 3 clusters Score -1199659 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -1199689.500000 Penalty: 4598.071777
	Iteration 36Q: 3 clusters Score -1199690 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1199710.250000 Penalty: 4598.071777
	Iteration 37Q: 3 clusters Score -1199710 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7561 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -1199725.250000 Penalty: 4598.071777
	Iteration 38Q: 3 clusters Score -1199725 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7612 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -1199748.000000 Penalty: 4598.071777
	Iteration 39Q: 3 clusters Score -1199748 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7678 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1199780.875000 Penalty: 4598.071777
	Iteration 40F: 3 clusters Score -1199781 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -1199811.500000 Penalty: 4598.071777
	Iteration 41Q: 3 clusters Score -1199812 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -1199850.000000 Penalty: 4598.071777
	Iteration 42Q: 3 clusters Score -1199850 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1199877.375000 Penalty: 4598.071777
	Iteration 43Q: 3 clusters Score -1199877 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7937 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -1199904.375000 Penalty: 4598.071777
	Iteration 44Q: 3 clusters Score -1199904 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -1199947.625000 Penalty: 4598.071777
	Iteration 45Q: 3 clusters Score -1199948 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -1199977.750000 Penalty: 4598.071777
	Iteration 46Q: 3 clusters Score -1199978 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8109 members 
Mstep: Class 2 contains 2509 members 
Entering Unmasked Estep 
Score: -1199999.875000 Penalty: 4598.071777
	Iteration 47Q: 3 clusters Score -1200000 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -1200020.125000 Penalty: 4598.071777
	Iteration 48Q: 3 clusters Score -1200020 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -1200035.125000 Penalty: 4598.071777
	Iteration 49Q: 3 clusters Score -1200035 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1200038.875000 Penalty: 4598.071777
	Iteration 50Q: 3 clusters Score -1200039 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -1200049.750000 Penalty: 4598.071777
	Iteration 51Q: 3 clusters Score -1200050 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8242 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1200056.250000 Penalty: 4598.071777
	Iteration 52Q: 3 clusters Score -1200056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -1200060.000000 Penalty: 4598.071777
	Iteration 53Q: 3 clusters Score -1200060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8278 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -1200065.750000 Penalty: 4598.071777
	Iteration 54Q: 3 clusters Score -1200066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -1200070.250000 Penalty: 4598.071777
	Iteration 55Q: 3 clusters Score -1200070 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1200073.125000 Penalty: 4598.071777
	Iteration 56Q: 3 clusters Score -1200073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8296 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -1200072.250000 Penalty: 4598.071777
	Iteration 57Q: 3 clusters Score -1200072 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -1200076.125000 Penalty: 4598.071777
	Iteration 58Q: 3 clusters Score -1200076 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -1200081.250000 Penalty: 4598.071777
	Iteration 59Q: 3 clusters Score -1200081 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1200084.000000 Penalty: 4598.071777
	Iteration 60F: 3 clusters Score -1200084 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -1200087.750000 Penalty: 4598.071777
	Iteration 61Q: 3 clusters Score -1200088 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 2275 members 
Entering Unmasked Estep 
Score: -1200091.500000 Penalty: 4598.071777
	Iteration 62Q: 3 clusters Score -1200092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1200092.250000 Penalty: 4598.071777
	Iteration 63Q: 3 clusters Score -1200092 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -1200095.250000 Penalty: 4598.071777
	Iteration 64Q: 3 clusters Score -1200095 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8360 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1200094.125000 Penalty: 4598.071777
	Iteration 65Q: 3 clusters Score -1200094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1200098.625000 Penalty: 4598.071777
	Iteration 66Q: 3 clusters Score -1200099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1200098.750000 Penalty: 4598.071777
	Iteration 67Q: 3 clusters Score -1200099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1200102.750000 Penalty: 4598.071777
	Iteration 68Q: 3 clusters Score -1200103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1200104.750000 Penalty: 4598.071777
	Iteration 69Q: 3 clusters Score -1200105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1200105.750000 Penalty: 4598.071777
	Iteration 70Q: 3 clusters Score -1200106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8384 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -1200108.625000 Penalty: 4598.071777
	Iteration 71Q: 3 clusters Score -1200109 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -1200106.000000 Penalty: 4598.071777
	Iteration 72Q: 3 clusters Score -1200106 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -1200109.250000 Penalty: 4598.071777
	Iteration 73Q: 3 clusters Score -1200109 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1200108.875000 Penalty: 4598.071777
	Iteration 74Q: 3 clusters Score -1200109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -1200110.250000 Penalty: 4598.071777
	Iteration 75Q: 3 clusters Score -1200110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -1200109.750000 Penalty: 4598.071777
	Iteration 76Q: 3 clusters Score -1200110 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8403 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -1200108.000000 Penalty: 4598.071777
	Iteration 77Q: 3 clusters Score -1200108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8405 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -1200110.125000 Penalty: 4598.071777
	Iteration 78Q: 3 clusters Score -1200110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -1200112.250000 Penalty: 4598.071777
	Iteration 79Q: 3 clusters Score -1200112 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1200113.000000 Penalty: 4598.071777
	Iteration 80F: 3 clusters Score -1200113 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1200114.500000 Penalty: 4598.071777
	Iteration 81Q: 3 clusters Score -1200114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8414 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -1200116.375000 Penalty: 4598.071777
	Iteration 82Q: 3 clusters Score -1200116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1200113.500000 Penalty: 4598.071777
	Iteration 83Q: 3 clusters Score -1200114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -1200113.750000 Penalty: 4598.071777
	Iteration 84Q: 3 clusters Score -1200114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1200116.125000 Penalty: 4598.071777
	Iteration 85Q: 3 clusters Score -1200116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8417 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1200116.125000 Penalty: 4598.071777
	Iteration 86F: 3 clusters Score -1200116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 303326 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 58328 members 
Mstep: Class 7 contains 26084 members 
Mstep: Class 8 contains 29845 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 301262 members 
Mstep: Class 11 contains 2326 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 209051 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 255035 members 
Mstep: Class 20 contains 8417 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 3738 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 80559 members 
Mstep: Class 25 contains 9031 members 
Mstep: Class 26 contains 2201 members 
Entering Unmasked Estep 
Score: -161386032.000000 Penalty: 91337.375000
Splitting cluster 20 changes total score from -161364928.000000 to -161386032.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 22 (3738 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3738 members 
Entering Unmasked Estep 
Score: -414711.593750 Penalty: 2040.123901
	Iteration 0F: 2 clusters Score -414711.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -410972.187500 Penalty: 4080.247803
	Iteration 0F: 3 clusters Score -410972.2 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -411967.468750 Penalty: 4080.247803
	Iteration 1F: 3 clusters Score -411967.5 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -412272.750000 Penalty: 4080.247803
	Iteration 2F: 3 clusters Score -412272.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -412778.656250 Penalty: 4080.247803
	Iteration 3F: 3 clusters Score -412778.7 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -413440.562500 Penalty: 4080.247803
	Iteration 4F: 3 clusters Score -413440.6 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -414123.750000 Penalty: 4080.247803
	Iteration 5F: 3 clusters Score -414123.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -414717.093750 Penalty: 4080.247803
	Iteration 6F: 3 clusters Score -414717.1 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -415094.625000 Penalty: 4080.247803
	Iteration 7F: 3 clusters Score -415094.6 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -415287.468750 Penalty: 4080.247803
	Iteration 8Q: 3 clusters Score -415287.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -415411.406250 Penalty: 4080.247803
	Iteration 9Q: 3 clusters Score -415411.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -415461.937500 Penalty: 4080.247803
	Iteration 10Q: 3 clusters Score -415461.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -415488.656250 Penalty: 4080.247803
	Iteration 11Q: 3 clusters Score -415488.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -415498.968750 Penalty: 4080.247803
	Iteration 12Q: 3 clusters Score -415499 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -415506.750000 Penalty: 4080.247803
	Iteration 13Q: 3 clusters Score -415506.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -415508.937500 Penalty: 4080.247803
	Iteration 14Q: 3 clusters Score -415508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -415508.937500 Penalty: 4080.247803
	Iteration 15F: 3 clusters Score -415508.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 303326 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 58328 members 
Mstep: Class 7 contains 26084 members 
Mstep: Class 8 contains 29845 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 301262 members 
Mstep: Class 11 contains 2326 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 209051 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 255035 members 
Mstep: Class 20 contains 8417 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 80559 members 
Mstep: Class 25 contains 9031 members 
Mstep: Class 26 contains 2201 members 
Mstep: Class 27 contains 477 members 
Entering Unmasked Estep 
Score: -161383952.000000 Penalty: 94850.351562
Splitting cluster 22 changes total score from -161364928.000000 to -161383952.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 23 (3378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Entering Unmasked Estep 
Score: -341460.125000 Penalty: 2015.009644
	Iteration 0F: 2 clusters Score -341460.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -337993.125000 Penalty: 4030.019287
	Iteration 0F: 3 clusters Score -337993.1 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -338770.500000 Penalty: 4030.019287
	Iteration 1F: 3 clusters Score -338770.5 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -338953.375000 Penalty: 4030.019287
	Iteration 2F: 3 clusters Score -338953.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -339076.062500 Penalty: 4030.019287
	Iteration 3F: 3 clusters Score -339076.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -339143.531250 Penalty: 4030.019287
	Iteration 4Q: 3 clusters Score -339143.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -339194.468750 Penalty: 4030.019287
	Iteration 5Q: 3 clusters Score -339194.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -339234.968750 Penalty: 4030.019287
	Iteration 6Q: 3 clusters Score -339235 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -339280.187500 Penalty: 4030.019287
	Iteration 7Q: 3 clusters Score -339280.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1479 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -339334.343750 Penalty: 4030.019287
	Iteration 8Q: 3 clusters Score -339334.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -339380.156250 Penalty: 4030.019287
	Iteration 9Q: 3 clusters Score -339380.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -339418.437500 Penalty: 4030.019287
	Iteration 10Q: 3 clusters Score -339418.4 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -339457.031250 Penalty: 4030.019287
	Iteration 11Q: 3 clusters Score -339457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -339500.718750 Penalty: 4030.019287
	Iteration 12Q: 3 clusters Score -339500.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -339554.062500 Penalty: 4030.019287
	Iteration 13Q: 3 clusters Score -339554.1 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -339617.031250 Penalty: 4030.019287
	Iteration 14Q: 3 clusters Score -339617 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -339690.687500 Penalty: 4030.019287
	Iteration 15Q: 3 clusters Score -339690.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -339773.531250 Penalty: 4030.019287
	Iteration 16Q: 3 clusters Score -339773.5 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -339869.843750 Penalty: 4030.019287
	Iteration 17Q: 3 clusters Score -339869.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -339975.593750 Penalty: 4030.019287
	Iteration 18Q: 3 clusters Score -339975.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -340086.375000 Penalty: 4030.019287
	Iteration 19Q: 3 clusters Score -340086.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -340200.156250 Penalty: 4030.019287
	Iteration 20F: 3 clusters Score -340200.2 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -340278.093750 Penalty: 4030.019287
	Iteration 21Q: 3 clusters Score -340278.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -340355.375000 Penalty: 4030.019287
	Iteration 22Q: 3 clusters Score -340355.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -340421.500000 Penalty: 4030.019287
	Iteration 23Q: 3 clusters Score -340421.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -340483.875000 Penalty: 4030.019287
	Iteration 24Q: 3 clusters Score -340483.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -340530.062500 Penalty: 4030.019287
	Iteration 25Q: 3 clusters Score -340530.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -340566.593750 Penalty: 4030.019287
	Iteration 26Q: 3 clusters Score -340566.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -340601.062500 Penalty: 4030.019287
	Iteration 27Q: 3 clusters Score -340601.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -340629.593750 Penalty: 4030.019287
	Iteration 28Q: 3 clusters Score -340629.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -340663.593750 Penalty: 4030.019287
	Iteration 29Q: 3 clusters Score -340663.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -340692.906250 Penalty: 4030.019287
	Iteration 30Q: 3 clusters Score -340692.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -340719.656250 Penalty: 4030.019287
	Iteration 31Q: 3 clusters Score -340719.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -340733.625000 Penalty: 4030.019287
	Iteration 32Q: 3 clusters Score -340733.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -340744.000000 Penalty: 4030.019287
	Iteration 33Q: 3 clusters Score -340744 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -340749.906250 Penalty: 4030.019287
	Iteration 34Q: 3 clusters Score -340749.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -340760.375000 Penalty: 4030.019287
	Iteration 35Q: 3 clusters Score -340760.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -340765.843750 Penalty: 4030.019287
	Iteration 36Q: 3 clusters Score -340765.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -340768.875000 Penalty: 4030.019287
	Iteration 37Q: 3 clusters Score -340768.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -340772.093750 Penalty: 4030.019287
	Iteration 38Q: 3 clusters Score -340772.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -340773.312500 Penalty: 4030.019287
	Iteration 39Q: 3 clusters Score -340773.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -340776.750000 Penalty: 4030.019287
	Iteration 40F: 3 clusters Score -340776.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -340780.531250 Penalty: 4030.019287
	Iteration 41Q: 3 clusters Score -340780.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -340781.031250 Penalty: 4030.019287
	Iteration 42Q: 3 clusters Score -340781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -340781.750000 Penalty: 4030.019287
	Iteration 43Q: 3 clusters Score -340781.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -340782.593750 Penalty: 4030.019287
	Iteration 44Q: 3 clusters Score -340782.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -340782.593750 Penalty: 4030.019287
	Iteration 45F: 3 clusters Score -340782.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (80559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80559 members 
Entering Unmasked Estep 
Score: -9118048.000000 Penalty: 2801.592773
	Iteration 0F: 2 clusters Score -9118048 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40327 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -9064279.000000 Penalty: 5603.185547
	Iteration 0F: 3 clusters Score -9064279 nChanged 37929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -9086230.000000 Penalty: 5603.185547
	Iteration 1F: 3 clusters Score -9086230 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43594 members 
Mstep: Class 2 contains 36965 members 
Entering Unmasked Estep 
Score: -9087820.000000 Penalty: 5603.185547
	Iteration 2Q: 3 clusters Score -9087820 nChanged 4119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45545 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -9090453.000000 Penalty: 5603.185547
	Iteration 3F: 3 clusters Score -9090453 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47872 members 
Mstep: Class 2 contains 32687 members 
Entering Unmasked Estep 
Score: -9093732.000000 Penalty: 5603.185547
	Iteration 4F: 3 clusters Score -9093732 nChanged 5067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50355 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -9097061.000000 Penalty: 5603.185547
	Iteration 5F: 3 clusters Score -9097061 nChanged 5005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53042 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -9100159.000000 Penalty: 5603.185547
	Iteration 6F: 3 clusters Score -9100159 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56146 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -9103026.000000 Penalty: 5603.185547
	Iteration 7F: 3 clusters Score -9103026 nChanged 4302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59514 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -9105610.000000 Penalty: 5603.185547
	Iteration 8F: 3 clusters Score -9105610 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63058 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -9107891.000000 Penalty: 5603.185547
	Iteration 9Q: 3 clusters Score -9107891 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66530 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -9109990.000000 Penalty: 5603.185547
	Iteration 10Q: 3 clusters Score -9109990 nChanged 3293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69795 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -9111935.000000 Penalty: 5603.185547
	Iteration 11Q: 3 clusters Score -9111935 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 7907 members 
Entering Unmasked Estep 
Score: -9113672.000000 Penalty: 5603.185547
	Iteration 12Q: 3 clusters Score -9113672 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74933 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -9115018.000000 Penalty: 5603.185547
	Iteration 13Q: 3 clusters Score -9115018 nChanged 1599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76530 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -9115878.000000 Penalty: 5603.185547
	Iteration 14Q: 3 clusters Score -9115878 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77617 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -9116524.000000 Penalty: 5603.185547
	Iteration 15Q: 3 clusters Score -9116524 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78359 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -9117014.000000 Penalty: 5603.185547
	Iteration 16Q: 3 clusters Score -9117014 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78831 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -9117325.000000 Penalty: 5603.185547
	Iteration 17Q: 3 clusters Score -9117325 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79122 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -9117546.000000 Penalty: 5603.185547
	Iteration 18Q: 3 clusters Score -9117546 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79290 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -9117662.000000 Penalty: 5603.185547
	Iteration 19Q: 3 clusters Score -9117662 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79399 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -9117881.000000 Penalty: 5603.185547
	Iteration 20F: 3 clusters Score -9117881 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79436 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -9118009.000000 Penalty: 5603.185547
	Iteration 21Q: 3 clusters Score -9118009 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79457 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -9118091.000000 Penalty: 5603.185547
	Iteration 22Q: 3 clusters Score -9118091 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9118135.000000 Penalty: 5603.185547
	Iteration 23Q: 3 clusters Score -9118135 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79469 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -9118165.000000 Penalty: 5603.185547
	Iteration 24Q: 3 clusters Score -9118165 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79462 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -9118180.000000 Penalty: 5603.185547
	Iteration 25Q: 3 clusters Score -9118180 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79463 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -9118179.000000 Penalty: 5603.185547
	Iteration 26Q: 3 clusters Score -9118179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79473 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -9118183.000000 Penalty: 5603.185547
	Iteration 27Q: 3 clusters Score -9118183 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9118203.000000 Penalty: 5603.185547
	Iteration 28Q: 3 clusters Score -9118203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9118191.000000 Penalty: 5603.185547
	Iteration 29Q: 3 clusters Score -9118191 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79472 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -9118205.000000 Penalty: 5603.185547
	Iteration 30Q: 3 clusters Score -9118205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79470 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9118208.000000 Penalty: 5603.185547
	Iteration 31Q: 3 clusters Score -9118208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79471 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -9118208.000000 Penalty: 5603.185547
	Iteration 32Q: 3 clusters Score -9118208 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9118210.000000 Penalty: 5603.185547
	Iteration 33Q: 3 clusters Score -9118210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79474 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -9118215.000000 Penalty: 5603.185547
	Iteration 34Q: 3 clusters Score -9118215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79475 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -9118215.000000 Penalty: 5603.185547
	Iteration 35Q: 3 clusters Score -9118215 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9118209.000000 Penalty: 5603.185547
	Iteration 36Q: 3 clusters Score -9118209 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79476 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9118405.000000 Penalty: 5603.185547
	Iteration 37F: 3 clusters Score -9118405 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79398 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -9119212.000000 Penalty: 5603.185547
	Iteration 38Q: 3 clusters Score -9119212 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79184 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -9120106.000000 Penalty: 5603.185547
	Iteration 39Q: 3 clusters Score -9120106 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78972 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -9121339.000000 Penalty: 5603.185547
	Iteration 40F: 3 clusters Score -9121339 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78623 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -9122630.000000 Penalty: 5603.185547
	Iteration 41Q: 3 clusters Score -9122630 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78202 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -9123410.000000 Penalty: 5603.185547
	Iteration 42Q: 3 clusters Score -9123410 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77807 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -9123808.000000 Penalty: 5603.185547
	Iteration 43Q: 3 clusters Score -9123808 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77483 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -9124041.000000 Penalty: 5603.185547
	Iteration 44Q: 3 clusters Score -9124041 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77227 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -9124184.000000 Penalty: 5603.185547
	Iteration 45Q: 3 clusters Score -9124184 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77018 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -9124285.000000 Penalty: 5603.185547
	Iteration 46Q: 3 clusters Score -9124285 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76867 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -9124327.000000 Penalty: 5603.185547
	Iteration 47Q: 3 clusters Score -9124327 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76727 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -9124372.000000 Penalty: 5603.185547
	Iteration 48Q: 3 clusters Score -9124372 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76606 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -9124387.000000 Penalty: 5603.185547
	Iteration 49Q: 3 clusters Score -9124387 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76529 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -9124407.000000 Penalty: 5603.185547
	Iteration 50Q: 3 clusters Score -9124407 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -9124427.000000 Penalty: 5603.185547
	Iteration 51Q: 3 clusters Score -9124427 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76435 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -9124417.000000 Penalty: 5603.185547
	Iteration 52Q: 3 clusters Score -9124417 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76396 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -9124445.000000 Penalty: 5603.185547
	Iteration 53Q: 3 clusters Score -9124445 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76357 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -9124463.000000 Penalty: 5603.185547
	Iteration 54Q: 3 clusters Score -9124463 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76325 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -9124465.000000 Penalty: 5603.185547
	Iteration 55Q: 3 clusters Score -9124465 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76306 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -9124482.000000 Penalty: 5603.185547
	Iteration 56Q: 3 clusters Score -9124482 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76293 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -9124477.000000 Penalty: 5603.185547
	Iteration 57Q: 3 clusters Score -9124477 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76275 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -9124469.000000 Penalty: 5603.185547
	Iteration 58Q: 3 clusters Score -9124469 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -9124471.000000 Penalty: 5603.185547
	Iteration 59Q: 3 clusters Score -9124471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76249 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -9124476.000000 Penalty: 5603.185547
	Iteration 60F: 3 clusters Score -9124476 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76239 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -9124486.000000 Penalty: 5603.185547
	Iteration 61Q: 3 clusters Score -9124486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76226 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -9124484.000000 Penalty: 5603.185547
	Iteration 62Q: 3 clusters Score -9124484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76223 members 
Mstep: Class 2 contains 4336 members 
Entering Unmasked Estep 
Score: -9124482.000000 Penalty: 5603.185547
	Iteration 63Q: 3 clusters Score -9124482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76218 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -9124491.000000 Penalty: 5603.185547
	Iteration 64Q: 3 clusters Score -9124491 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76212 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -9124500.000000 Penalty: 5603.185547
	Iteration 65Q: 3 clusters Score -9124500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76204 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -9124499.000000 Penalty: 5603.185547
	Iteration 66Q: 3 clusters Score -9124499 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76202 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -9124486.000000 Penalty: 5603.185547
	Iteration 67Q: 3 clusters Score -9124486 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76200 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -9124488.000000 Penalty: 5603.185547
	Iteration 68Q: 3 clusters Score -9124488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76199 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -9124483.000000 Penalty: 5603.185547
	Iteration 69Q: 3 clusters Score -9124483 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76194 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -9124498.000000 Penalty: 5603.185547
	Iteration 70Q: 3 clusters Score -9124498 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -9124497.000000 Penalty: 5603.185547
	Iteration 71Q: 3 clusters Score -9124497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -9124489.000000 Penalty: 5603.185547
	Iteration 72Q: 3 clusters Score -9124489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76191 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -9124489.000000 Penalty: 5603.185547
	Iteration 73F: 3 clusters Score -9124489 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 3 contains 303326 members 
Mstep: Class 4 contains 7703 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 58328 members 
Mstep: Class 7 contains 26084 members 
Mstep: Class 8 contains 29845 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 301262 members 
Mstep: Class 11 contains 2326 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 14 contains 209051 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 16 contains 4846 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 255035 members 
Mstep: Class 20 contains 8417 members 
Mstep: Class 21 contains 603 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 76191 members 
Mstep: Class 25 contains 9031 members 
Mstep: Class 26 contains 2201 members 
Mstep: Class 27 contains 477 members 
Mstep: Class 28 contains 4368 members 
Entering Unmasked Estep 
Score: -161389168.000000 Penalty: 98363.328125
Splitting cluster 24 changes total score from -161364928.000000 to -161389168.000000
So it's getting split into cluster 28.
Entering Unmasked Mstep 
Mstep: Class 0 contains 27 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 6492 members 
Mstep: Class 5 contains 22316 members 
Mstep: Class 6 contains 58328 members 
Mstep: Class 7 contains 26084 members 
Mstep: Class 8 contains 29845 members 
Mstep: Class 9 contains 13205 members 
Mstep: Class 10 contains 301262 members 
Mstep: Class 11 contains 2326 members 
Mstep: Class 12 contains 7282 members 
Mstep: Class 13 contains 6374 members 
Mstep: Class 15 contains 1343 members 
Mstep: Class 17 contains 7055 members 
Mstep: Class 18 contains 18620 members 
Mstep: Class 19 contains 255035 members 
Mstep: Class 20 contains 8417 members 
Mstep: Class 22 contains 3261 members 
Mstep: Class 23 contains 3378 members 
Mstep: Class 24 contains 76191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161401520.000000 Penalty: 98363.328125
Iteration 39Q: 29 clusters Score -1.614015e+08 nChanged 31517
Entering Unmasked Mstep 
Mstep: Class 0 contains 24 members 
Mstep: Class 1 contains 30335 members 
Mstep: Class 2 contains 6950 members 
Mstep: Class 3 contains 299416 members 
Mstep: Class 4 contains 7452 members 
Mstep: Class 5 contains 22716 members 
Mstep: Class 6 contains 59024 members 
Mstep: Class 7 contains 28668 members 
Mstep: Class 8 contains 29691 members 
Mstep: Class 9 contains 13197 members 
Mstep: Class 10 contains 304530 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 7141 members 
Mstep: Class 13 contains 7190 members 
Mstep: Class 14 contains 201465 members 
Mstep: Class 15 contains 1344 members 
Mstep: Class 16 contains 5319 members 
Mstep: Class 17 contains 6992 members 
Mstep: Class 18 contains 18616 members 
Mstep: Class 19 contains 256683 members 
Mstep: Class 20 contains 8420 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3535 members 
Mstep: Class 23 contains 3591 members 
Mstep: Class 24 contains 77506 members 
Mstep: Class 25 contains 8939 members 
Mstep: Class 26 contains 2120 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 4371 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161413552.000000 Penalty: 98363.328125
Iteration 40F: 29 clusters Score -1.614136e+08 nChanged 28251
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 7135 members 
Mstep: Class 3 contains 299734 members 
Mstep: Class 4 contains 7612 members 
Mstep: Class 5 contains 22668 members 
Mstep: Class 6 contains 59288 members 
Mstep: Class 7 contains 30677 members 
Mstep: Class 8 contains 28648 members 
Mstep: Class 9 contains 13146 members 
Mstep: Class 10 contains 303708 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 6948 members 
Mstep: Class 13 contains 7866 members 
Mstep: Class 14 contains 199902 members 
Mstep: Class 15 contains 1332 members 
Mstep: Class 16 contains 6439 members 
Mstep: Class 17 contains 6831 members 
Mstep: Class 18 contains 18467 members 
Mstep: Class 19 contains 254440 members 
Mstep: Class 20 contains 8444 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3623 members 
Mstep: Class 23 contains 3922 members 
Mstep: Class 24 contains 77909 members 
Mstep: Class 25 contains 9597 members 
Mstep: Class 26 contains 2186 members 
Mstep: Class 27 contains 491 members 
Mstep: Class 28 contains 4487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420096.000000 Penalty: 98363.328125
Iteration 41Q: 29 clusters Score -1.614201e+08 nChanged 20011
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 7285 members 
Mstep: Class 3 contains 300287 members 
Mstep: Class 4 contains 7728 members 
Mstep: Class 5 contains 22592 members 
Mstep: Class 6 contains 59556 members 
Mstep: Class 7 contains 32474 members 
Mstep: Class 8 contains 27948 members 
Mstep: Class 9 contains 13090 members 
Mstep: Class 10 contains 303010 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 6806 members 
Mstep: Class 13 contains 8401 members 
Mstep: Class 14 contains 198519 members 
Mstep: Class 15 contains 1344 members 
Mstep: Class 16 contains 7317 members 
Mstep: Class 17 contains 6724 members 
Mstep: Class 18 contains 18399 members 
Mstep: Class 19 contains 252262 members 
Mstep: Class 20 contains 8458 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3649 members 
Mstep: Class 23 contains 4307 members 
Mstep: Class 24 contains 78143 members 
Mstep: Class 25 contains 10038 members 
Mstep: Class 26 contains 2212 members 
Mstep: Class 27 contains 488 members 
Mstep: Class 28 contains 4615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424576.000000 Penalty: 98363.328125
Iteration 42Q: 29 clusters Score -1.614246e+08 nChanged 17021
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 7408 members 
Mstep: Class 3 contains 301235 members 
Mstep: Class 4 contains 7863 members 
Mstep: Class 5 contains 22493 members 
Mstep: Class 6 contains 59830 members 
Mstep: Class 7 contains 34001 members 
Mstep: Class 8 contains 27430 members 
Mstep: Class 9 contains 13043 members 
Mstep: Class 10 contains 302282 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6695 members 
Mstep: Class 13 contains 8885 members 
Mstep: Class 14 contains 197243 members 
Mstep: Class 15 contains 1363 members 
Mstep: Class 16 contains 8179 members 
Mstep: Class 17 contains 6626 members 
Mstep: Class 18 contains 18336 members 
Mstep: Class 19 contains 250067 members 
Mstep: Class 20 contains 8473 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3659 members 
Mstep: Class 23 contains 4722 members 
Mstep: Class 24 contains 78239 members 
Mstep: Class 25 contains 10311 members 
Mstep: Class 26 contains 2223 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 4742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427520.000000 Penalty: 98363.328125
Iteration 43Q: 29 clusters Score -1.614275e+08 nChanged 15141
Entering Unmasked Mstep 
Mstep: Class 0 contains 23 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 7480 members 
Mstep: Class 3 contains 302448 members 
Mstep: Class 4 contains 7962 members 
Mstep: Class 5 contains 22360 members 
Mstep: Class 6 contains 60095 members 
Mstep: Class 7 contains 35330 members 
Mstep: Class 8 contains 27027 members 
Mstep: Class 9 contains 12974 members 
Mstep: Class 10 contains 301385 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 6573 members 
Mstep: Class 13 contains 9331 members 
Mstep: Class 14 contains 196319 members 
Mstep: Class 15 contains 1388 members 
Mstep: Class 16 contains 8965 members 
Mstep: Class 17 contains 6553 members 
Mstep: Class 18 contains 18309 members 
Mstep: Class 19 contains 247815 members 
Mstep: Class 20 contains 8520 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3664 members 
Mstep: Class 23 contains 5178 members 
Mstep: Class 24 contains 78296 members 
Mstep: Class 25 contains 10488 members 
Mstep: Class 26 contains 2240 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 4856 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430112.000000 Penalty: 98363.328125
Iteration 44Q: 29 clusters Score -1.614301e+08 nChanged 13623
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 7516 members 
Mstep: Class 3 contains 303633 members 
Mstep: Class 4 contains 8087 members 
Mstep: Class 5 contains 22275 members 
Mstep: Class 6 contains 60313 members 
Mstep: Class 7 contains 36438 members 
Mstep: Class 8 contains 26688 members 
Mstep: Class 9 contains 12912 members 
Mstep: Class 10 contains 300653 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 6476 members 
Mstep: Class 13 contains 9736 members 
Mstep: Class 14 contains 195530 members 
Mstep: Class 15 contains 1431 members 
Mstep: Class 16 contains 9689 members 
Mstep: Class 17 contains 6478 members 
Mstep: Class 18 contains 18296 members 
Mstep: Class 19 contains 245639 members 
Mstep: Class 20 contains 8544 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3667 members 
Mstep: Class 23 contains 5520 members 
Mstep: Class 24 contains 78357 members 
Mstep: Class 25 contains 10656 members 
Mstep: Class 26 contains 2243 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 4960 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432448.000000 Penalty: 98363.328125
Iteration 45Q: 29 clusters Score -1.614324e+08 nChanged 12400
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 7548 members 
Mstep: Class 3 contains 304549 members 
Mstep: Class 4 contains 8207 members 
Mstep: Class 5 contains 22199 members 
Mstep: Class 6 contains 60495 members 
Mstep: Class 7 contains 37394 members 
Mstep: Class 8 contains 26426 members 
Mstep: Class 9 contains 12871 members 
Mstep: Class 10 contains 300366 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 6390 members 
Mstep: Class 13 contains 10126 members 
Mstep: Class 14 contains 194864 members 
Mstep: Class 15 contains 1472 members 
Mstep: Class 16 contains 10330 members 
Mstep: Class 17 contains 6403 members 
Mstep: Class 18 contains 18296 members 
Mstep: Class 19 contains 243443 members 
Mstep: Class 20 contains 8556 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3672 members 
Mstep: Class 23 contains 5815 members 
Mstep: Class 24 contains 78392 members 
Mstep: Class 25 contains 10786 members 
Mstep: Class 26 contains 2256 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 5048 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161434528.000000 Penalty: 98363.328125
Iteration 46Q: 29 clusters Score -1.614345e+08 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29166 members 
Mstep: Class 2 contains 7561 members 
Mstep: Class 3 contains 305169 members 
Mstep: Class 4 contains 8324 members 
Mstep: Class 5 contains 22121 members 
Mstep: Class 6 contains 60632 members 
Mstep: Class 7 contains 38285 members 
Mstep: Class 8 contains 26191 members 
Mstep: Class 9 contains 12843 members 
Mstep: Class 10 contains 300515 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6310 members 
Mstep: Class 13 contains 10501 members 
Mstep: Class 14 contains 194277 members 
Mstep: Class 15 contains 1521 members 
Mstep: Class 16 contains 10918 members 
Mstep: Class 17 contains 6316 members 
Mstep: Class 18 contains 18315 members 
Mstep: Class 19 contains 241212 members 
Mstep: Class 20 contains 8556 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3676 members 
Mstep: Class 23 contains 6061 members 
Mstep: Class 24 contains 78460 members 
Mstep: Class 25 contains 10913 members 
Mstep: Class 26 contains 2257 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 5121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435392.000000 Penalty: 98363.328125
Iteration 47Q: 29 clusters Score -1.614354e+08 nChanged 10426
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 7555 members 
Mstep: Class 3 contains 305443 members 
Mstep: Class 4 contains 8424 members 
Mstep: Class 5 contains 22073 members 
Mstep: Class 6 contains 60764 members 
Mstep: Class 7 contains 39103 members 
Mstep: Class 8 contains 26002 members 
Mstep: Class 9 contains 12797 members 
Mstep: Class 10 contains 300988 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6261 members 
Mstep: Class 13 contains 10796 members 
Mstep: Class 14 contains 193871 members 
Mstep: Class 15 contains 1562 members 
Mstep: Class 16 contains 11436 members 
Mstep: Class 17 contains 6267 members 
Mstep: Class 18 contains 18349 members 
Mstep: Class 19 contains 238991 members 
Mstep: Class 20 contains 8568 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3680 members 
Mstep: Class 23 contains 6266 members 
Mstep: Class 24 contains 78545 members 
Mstep: Class 25 contains 10997 members 
Mstep: Class 26 contains 2258 members 
Mstep: Class 27 contains 479 members 
Mstep: Class 28 contains 5196 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436816.000000 Penalty: 98363.328125
Iteration 48Q: 29 clusters Score -1.614368e+08 nChanged 9556
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28919 members 
Mstep: Class 2 contains 7553 members 
Mstep: Class 3 contains 305363 members 
Mstep: Class 4 contains 8504 members 
Mstep: Class 5 contains 22001 members 
Mstep: Class 6 contains 60890 members 
Mstep: Class 7 contains 39834 members 
Mstep: Class 8 contains 25831 members 
Mstep: Class 9 contains 12742 members 
Mstep: Class 10 contains 301707 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 6220 members 
Mstep: Class 13 contains 11048 members 
Mstep: Class 14 contains 193647 members 
Mstep: Class 15 contains 1596 members 
Mstep: Class 16 contains 11886 members 
Mstep: Class 17 contains 6217 members 
Mstep: Class 18 contains 18400 members 
Mstep: Class 19 contains 236903 members 
Mstep: Class 20 contains 8579 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3681 members 
Mstep: Class 23 contains 6430 members 
Mstep: Class 24 contains 78645 members 
Mstep: Class 25 contains 11110 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 480 members 
Mstep: Class 28 contains 5245 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437488.000000 Penalty: 98363.328125
Iteration 49Q: 29 clusters Score -1.614375e+08 nChanged 8688
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 7552 members 
Mstep: Class 3 contains 305068 members 
Mstep: Class 4 contains 8589 members 
Mstep: Class 5 contains 21929 members 
Mstep: Class 6 contains 61069 members 
Mstep: Class 7 contains 40445 members 
Mstep: Class 8 contains 25679 members 
Mstep: Class 9 contains 12689 members 
Mstep: Class 10 contains 302466 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 6199 members 
Mstep: Class 13 contains 11292 members 
Mstep: Class 14 contains 193647 members 
Mstep: Class 15 contains 1632 members 
Mstep: Class 16 contains 12310 members 
Mstep: Class 17 contains 6171 members 
Mstep: Class 18 contains 18449 members 
Mstep: Class 19 contains 234907 members 
Mstep: Class 20 contains 8573 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3687 members 
Mstep: Class 23 contains 6590 members 
Mstep: Class 24 contains 78677 members 
Mstep: Class 25 contains 11208 members 
Mstep: Class 26 contains 2268 members 
Mstep: Class 27 contains 482 members 
Mstep: Class 28 contains 5304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437808.000000 Penalty: 98363.328125
Iteration 50Q: 29 clusters Score -1.614378e+08 nChanged 8216
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 7524 members 
Mstep: Class 3 contains 304475 members 
Mstep: Class 4 contains 8666 members 
Mstep: Class 5 contains 21891 members 
Mstep: Class 6 contains 61283 members 
Mstep: Class 7 contains 40984 members 
Mstep: Class 8 contains 25549 members 
Mstep: Class 9 contains 12655 members 
Mstep: Class 10 contains 303420 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 6172 members 
Mstep: Class 13 contains 11496 members 
Mstep: Class 14 contains 193813 members 
Mstep: Class 15 contains 1673 members 
Mstep: Class 16 contains 12685 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 18476 members 
Mstep: Class 19 contains 233000 members 
Mstep: Class 20 contains 8541 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3689 members 
Mstep: Class 23 contains 6716 members 
Mstep: Class 24 contains 78714 members 
Mstep: Class 25 contains 11301 members 
Mstep: Class 26 contains 2269 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 5356 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438496.000000 Penalty: 98363.328125
Iteration 51Q: 29 clusters Score -1.614385e+08 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 7485 members 
Mstep: Class 3 contains 303650 members 
Mstep: Class 4 contains 8747 members 
Mstep: Class 5 contains 21846 members 
Mstep: Class 6 contains 61513 members 
Mstep: Class 7 contains 41428 members 
Mstep: Class 8 contains 25434 members 
Mstep: Class 9 contains 12620 members 
Mstep: Class 10 contains 304402 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 6180 members 
Mstep: Class 13 contains 11670 members 
Mstep: Class 14 contains 194111 members 
Mstep: Class 15 contains 1706 members 
Mstep: Class 16 contains 13003 members 
Mstep: Class 17 contains 6077 members 
Mstep: Class 18 contains 18499 members 
Mstep: Class 19 contains 231312 members 
Mstep: Class 20 contains 8524 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3692 members 
Mstep: Class 23 contains 6848 members 
Mstep: Class 24 contains 78745 members 
Mstep: Class 25 contains 11386 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 5402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438480.000000 Penalty: 98363.328125
Iteration 52Q: 29 clusters Score -1.614385e+08 nChanged 7695
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 7457 members 
Mstep: Class 3 contains 302669 members 
Mstep: Class 4 contains 8831 members 
Mstep: Class 5 contains 21837 members 
Mstep: Class 6 contains 61784 members 
Mstep: Class 7 contains 41857 members 
Mstep: Class 8 contains 25361 members 
Mstep: Class 9 contains 12587 members 
Mstep: Class 10 contains 305171 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 6185 members 
Mstep: Class 13 contains 11843 members 
Mstep: Class 14 contains 194604 members 
Mstep: Class 15 contains 1736 members 
Mstep: Class 16 contains 13319 members 
Mstep: Class 17 contains 6026 members 
Mstep: Class 18 contains 18512 members 
Mstep: Class 19 contains 229764 members 
Mstep: Class 20 contains 8526 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3691 members 
Mstep: Class 23 contains 6928 members 
Mstep: Class 24 contains 78752 members 
Mstep: Class 25 contains 11469 members 
Mstep: Class 26 contains 2270 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 5471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161439216.000000 Penalty: 98363.328125
Iteration 53Q: 29 clusters Score -1.614392e+08 nChanged 7329
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 7419 members 
Mstep: Class 3 contains 301691 members 
Mstep: Class 4 contains 8889 members 
Mstep: Class 5 contains 21811 members 
Mstep: Class 6 contains 62034 members 
Mstep: Class 7 contains 42231 members 
Mstep: Class 8 contains 25301 members 
Mstep: Class 9 contains 12551 members 
Mstep: Class 10 contains 305833 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6194 members 
Mstep: Class 13 contains 12018 members 
Mstep: Class 14 contains 195120 members 
Mstep: Class 15 contains 1765 members 
Mstep: Class 16 contains 13600 members 
Mstep: Class 17 contains 5981 members 
Mstep: Class 18 contains 18534 members 
Mstep: Class 19 contains 228390 members 
Mstep: Class 20 contains 8535 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3699 members 
Mstep: Class 23 contains 6997 members 
Mstep: Class 24 contains 78805 members 
Mstep: Class 25 contains 11531 members 
Mstep: Class 26 contains 2270 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 5516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161439536.000000 Penalty: 98363.328125
Iteration 54Q: 29 clusters Score -1.614395e+08 nChanged 7311
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28455 members 
Mstep: Class 2 contains 7387 members 
Mstep: Class 3 contains 300811 members 
Mstep: Class 4 contains 8943 members 
Mstep: Class 5 contains 21770 members 
Mstep: Class 6 contains 62294 members 
Mstep: Class 7 contains 42575 members 
Mstep: Class 8 contains 25241 members 
Mstep: Class 9 contains 12510 members 
Mstep: Class 10 contains 306347 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6206 members 
Mstep: Class 13 contains 12161 members 
Mstep: Class 14 contains 195687 members 
Mstep: Class 15 contains 1789 members 
Mstep: Class 16 contains 13845 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 18563 members 
Mstep: Class 19 contains 227102 members 
Mstep: Class 20 contains 8542 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3709 members 
Mstep: Class 23 contains 7065 members 
Mstep: Class 24 contains 78857 members 
Mstep: Class 25 contains 11580 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 483 members 
Mstep: Class 28 contains 5559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161439696.000000 Penalty: 98363.328125
Iteration 55Q: 29 clusters Score -1.614397e+08 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28416 members 
Mstep: Class 2 contains 7363 members 
Mstep: Class 3 contains 299990 members 
Mstep: Class 4 contains 8980 members 
Mstep: Class 5 contains 21736 members 
Mstep: Class 6 contains 62557 members 
Mstep: Class 7 contains 42887 members 
Mstep: Class 8 contains 25173 members 
Mstep: Class 9 contains 12487 members 
Mstep: Class 10 contains 306758 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6230 members 
Mstep: Class 13 contains 12305 members 
Mstep: Class 14 contains 196331 members 
Mstep: Class 15 contains 1821 members 
Mstep: Class 16 contains 14084 members 
Mstep: Class 17 contains 5921 members 
Mstep: Class 18 contains 18580 members 
Mstep: Class 19 contains 225837 members 
Mstep: Class 20 contains 8534 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3717 members 
Mstep: Class 23 contains 7129 members 
Mstep: Class 24 contains 78896 members 
Mstep: Class 25 contains 11620 members 
Mstep: Class 26 contains 2275 members 
Mstep: Class 27 contains 484 members 
Mstep: Class 28 contains 5589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440528.000000 Penalty: 98363.328125
Iteration 56Q: 29 clusters Score -1.614405e+08 nChanged 7214
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28362 members 
Mstep: Class 2 contains 7330 members 
Mstep: Class 3 contains 299296 members 
Mstep: Class 4 contains 9021 members 
Mstep: Class 5 contains 21709 members 
Mstep: Class 6 contains 62806 members 
Mstep: Class 7 contains 43174 members 
Mstep: Class 8 contains 25136 members 
Mstep: Class 9 contains 12449 members 
Mstep: Class 10 contains 307028 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 6258 members 
Mstep: Class 13 contains 12459 members 
Mstep: Class 14 contains 196943 members 
Mstep: Class 15 contains 1843 members 
Mstep: Class 16 contains 14321 members 
Mstep: Class 17 contains 5901 members 
Mstep: Class 18 contains 18608 members 
Mstep: Class 19 contains 224683 members 
Mstep: Class 20 contains 8524 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3720 members 
Mstep: Class 23 contains 7171 members 
Mstep: Class 24 contains 78922 members 
Mstep: Class 25 contains 11663 members 
Mstep: Class 26 contains 2274 members 
Mstep: Class 27 contains 485 members 
Mstep: Class 28 contains 5615 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161441120.000000 Penalty: 98363.328125
Iteration 57Q: 29 clusters Score -1.614411e+08 nChanged 7167
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28315 members 
Mstep: Class 2 contains 7303 members 
Mstep: Class 3 contains 298666 members 
Mstep: Class 4 contains 9064 members 
Mstep: Class 5 contains 21665 members 
Mstep: Class 6 contains 63076 members 
Mstep: Class 7 contains 43465 members 
Mstep: Class 8 contains 25105 members 
Mstep: Class 9 contains 12407 members 
Mstep: Class 10 contains 307167 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6269 members 
Mstep: Class 13 contains 12617 members 
Mstep: Class 14 contains 197569 members 
Mstep: Class 15 contains 1861 members 
Mstep: Class 16 contains 14520 members 
Mstep: Class 17 contains 5882 members 
Mstep: Class 18 contains 18634 members 
Mstep: Class 19 contains 223609 members 
Mstep: Class 20 contains 8510 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 7211 members 
Mstep: Class 24 contains 78955 members 
Mstep: Class 25 contains 11700 members 
Mstep: Class 26 contains 2274 members 
Mstep: Class 27 contains 486 members 
Mstep: Class 28 contains 5647 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161441616.000000 Penalty: 98363.328125
Iteration 58Q: 29 clusters Score -1.614416e+08 nChanged 6914
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28257 members 
Mstep: Class 2 contains 7271 members 
Mstep: Class 3 contains 298240 members 
Mstep: Class 4 contains 9092 members 
Mstep: Class 5 contains 21627 members 
Mstep: Class 6 contains 63357 members 
Mstep: Class 7 contains 43720 members 
Mstep: Class 8 contains 25099 members 
Mstep: Class 9 contains 12371 members 
Mstep: Class 10 contains 307071 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6283 members 
Mstep: Class 13 contains 12771 members 
Mstep: Class 14 contains 198192 members 
Mstep: Class 15 contains 1882 members 
Mstep: Class 16 contains 14704 members 
Mstep: Class 17 contains 5869 members 
Mstep: Class 18 contains 18652 members 
Mstep: Class 19 contains 222664 members 
Mstep: Class 20 contains 8492 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 7237 members 
Mstep: Class 24 contains 78968 members 
Mstep: Class 25 contains 11723 members 
Mstep: Class 26 contains 2275 members 
Mstep: Class 27 contains 487 members 
Mstep: Class 28 contains 5673 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442080.000000 Penalty: 98363.328125
Iteration 59Q: 29 clusters Score -1.614421e+08 nChanged 6644
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 7213 members 
Mstep: Class 3 contains 297952 members 
Mstep: Class 4 contains 9119 members 
Mstep: Class 5 contains 21583 members 
Mstep: Class 6 contains 63619 members 
Mstep: Class 7 contains 43922 members 
Mstep: Class 8 contains 25098 members 
Mstep: Class 9 contains 12326 members 
Mstep: Class 10 contains 306790 members 
Mstep: Class 11 contains 2341 members 
Mstep: Class 12 contains 6313 members 
Mstep: Class 13 contains 12946 members 
Mstep: Class 14 contains 198779 members 
Mstep: Class 15 contains 1908 members 
Mstep: Class 16 contains 14895 members 
Mstep: Class 17 contains 5855 members 
Mstep: Class 18 contains 18667 members 
Mstep: Class 19 contains 221822 members 
Mstep: Class 20 contains 8487 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3726 members 
Mstep: Class 23 contains 7258 members 
Mstep: Class 24 contains 79002 members 
Mstep: Class 25 contains 11747 members 
Mstep: Class 26 contains 2274 members 
Mstep: Class 27 contains 489 members 
Mstep: Class 28 contains 5702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161443568.000000 Penalty: 98363.328125
Iteration 60F: 29 clusters Score -1.614436e+08 nChanged 6800
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28172 members 
Mstep: Class 2 contains 7173 members 
Mstep: Class 3 contains 297844 members 
Mstep: Class 4 contains 9148 members 
Mstep: Class 5 contains 21519 members 
Mstep: Class 6 contains 63850 members 
Mstep: Class 7 contains 44099 members 
Mstep: Class 8 contains 24955 members 
Mstep: Class 9 contains 12300 members 
Mstep: Class 10 contains 306419 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6359 members 
Mstep: Class 13 contains 13233 members 
Mstep: Class 14 contains 199238 members 
Mstep: Class 15 contains 1922 members 
Mstep: Class 16 contains 15115 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 18684 members 
Mstep: Class 19 contains 220916 members 
Mstep: Class 20 contains 8471 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3723 members 
Mstep: Class 23 contains 7513 members 
Mstep: Class 24 contains 79016 members 
Mstep: Class 25 contains 11699 members 
Mstep: Class 26 contains 2273 members 
Mstep: Class 27 contains 496 members 
Mstep: Class 28 contains 5728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444864.000000 Penalty: 98363.328125
Iteration 61Q: 29 clusters Score -1.614449e+08 nChanged 6400
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28142 members 
Mstep: Class 2 contains 7134 members 
Mstep: Class 3 contains 297948 members 
Mstep: Class 4 contains 9164 members 
Mstep: Class 5 contains 21431 members 
Mstep: Class 6 contains 64041 members 
Mstep: Class 7 contains 44273 members 
Mstep: Class 8 contains 24831 members 
Mstep: Class 9 contains 12265 members 
Mstep: Class 10 contains 305965 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6391 members 
Mstep: Class 13 contains 13493 members 
Mstep: Class 14 contains 199563 members 
Mstep: Class 15 contains 1950 members 
Mstep: Class 16 contains 15290 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 18704 members 
Mstep: Class 19 contains 220139 members 
Mstep: Class 20 contains 8451 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3728 members 
Mstep: Class 23 contains 7729 members 
Mstep: Class 24 contains 79014 members 
Mstep: Class 25 contains 11691 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 498 members 
Mstep: Class 28 contains 5763 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446224.000000 Penalty: 98363.328125
Iteration 62Q: 29 clusters Score -1.614462e+08 nChanged 5821
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28103 members 
Mstep: Class 2 contains 7091 members 
Mstep: Class 3 contains 298229 members 
Mstep: Class 4 contains 9186 members 
Mstep: Class 5 contains 21385 members 
Mstep: Class 6 contains 64239 members 
Mstep: Class 7 contains 44442 members 
Mstep: Class 8 contains 24728 members 
Mstep: Class 9 contains 12232 members 
Mstep: Class 10 contains 305381 members 
Mstep: Class 11 contains 2340 members 
Mstep: Class 12 contains 6430 members 
Mstep: Class 13 contains 13728 members 
Mstep: Class 14 contains 199803 members 
Mstep: Class 15 contains 1981 members 
Mstep: Class 16 contains 15459 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 18716 members 
Mstep: Class 19 contains 219392 members 
Mstep: Class 20 contains 8447 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3737 members 
Mstep: Class 23 contains 7878 members 
Mstep: Class 24 contains 79034 members 
Mstep: Class 25 contains 11691 members 
Mstep: Class 26 contains 2271 members 
Mstep: Class 27 contains 497 members 
Mstep: Class 28 contains 5790 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446496.000000 Penalty: 98363.328125
Iteration 63Q: 29 clusters Score -1.614465e+08 nChanged 5213
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 7041 members 
Mstep: Class 3 contains 298627 members 
Mstep: Class 4 contains 9209 members 
Mstep: Class 5 contains 21357 members 
Mstep: Class 6 contains 64425 members 
Mstep: Class 7 contains 44566 members 
Mstep: Class 8 contains 24671 members 
Mstep: Class 9 contains 12206 members 
Mstep: Class 10 contains 304809 members 
Mstep: Class 11 contains 2339 members 
Mstep: Class 12 contains 6472 members 
Mstep: Class 13 contains 13983 members 
Mstep: Class 14 contains 199947 members 
Mstep: Class 15 contains 2006 members 
Mstep: Class 16 contains 15590 members 
Mstep: Class 17 contains 5832 members 
Mstep: Class 18 contains 18718 members 
Mstep: Class 19 contains 218728 members 
Mstep: Class 20 contains 8445 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3741 members 
Mstep: Class 23 contains 7953 members 
Mstep: Class 24 contains 79027 members 
Mstep: Class 25 contains 11707 members 
Mstep: Class 26 contains 2272 members 
Mstep: Class 27 contains 500 members 
Mstep: Class 28 contains 5811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446752.000000 Penalty: 98363.328125
Iteration 64Q: 29 clusters Score -1.614468e+08 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 6999 members 
Mstep: Class 3 contains 299130 members 
Mstep: Class 4 contains 9228 members 
Mstep: Class 5 contains 21349 members 
Mstep: Class 6 contains 64588 members 
Mstep: Class 7 contains 44681 members 
Mstep: Class 8 contains 24634 members 
Mstep: Class 9 contains 12175 members 
Mstep: Class 10 contains 304263 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 6503 members 
Mstep: Class 13 contains 14218 members 
Mstep: Class 14 contains 200025 members 
Mstep: Class 15 contains 2030 members 
Mstep: Class 16 contains 15708 members 
Mstep: Class 17 contains 5831 members 
Mstep: Class 18 contains 18727 members 
Mstep: Class 19 contains 218050 members 
Mstep: Class 20 contains 8445 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3744 members 
Mstep: Class 23 contains 7998 members 
Mstep: Class 24 contains 79021 members 
Mstep: Class 25 contains 11725 members 
Mstep: Class 26 contains 2275 members 
Mstep: Class 27 contains 507 members 
Mstep: Class 28 contains 5841 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446864.000000 Penalty: 98363.328125
Iteration 65Q: 29 clusters Score -1.614469e+08 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27959 members 
Mstep: Class 2 contains 6963 members 
Mstep: Class 3 contains 299681 members 
Mstep: Class 4 contains 9245 members 
Mstep: Class 5 contains 21324 members 
Mstep: Class 6 contains 64735 members 
Mstep: Class 7 contains 44800 members 
Mstep: Class 8 contains 24598 members 
Mstep: Class 9 contains 12152 members 
Mstep: Class 10 contains 303752 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 6539 members 
Mstep: Class 13 contains 14469 members 
Mstep: Class 14 contains 199937 members 
Mstep: Class 15 contains 2051 members 
Mstep: Class 16 contains 15822 members 
Mstep: Class 17 contains 5827 members 
Mstep: Class 18 contains 18737 members 
Mstep: Class 19 contains 217448 members 
Mstep: Class 20 contains 8453 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3736 members 
Mstep: Class 23 contains 8044 members 
Mstep: Class 24 contains 79036 members 
Mstep: Class 25 contains 11747 members 
Mstep: Class 26 contains 2277 members 
Mstep: Class 27 contains 512 members 
Mstep: Class 28 contains 5859 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447232.000000 Penalty: 98363.328125
Iteration 66Q: 29 clusters Score -1.614472e+08 nChanged 4256
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27911 members 
Mstep: Class 2 contains 6926 members 
Mstep: Class 3 contains 300286 members 
Mstep: Class 4 contains 9253 members 
Mstep: Class 5 contains 21307 members 
Mstep: Class 6 contains 64839 members 
Mstep: Class 7 contains 44899 members 
Mstep: Class 8 contains 24545 members 
Mstep: Class 9 contains 12134 members 
Mstep: Class 10 contains 303310 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 6582 members 
Mstep: Class 13 contains 14720 members 
Mstep: Class 14 contains 199817 members 
Mstep: Class 15 contains 2064 members 
Mstep: Class 16 contains 15938 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 18739 members 
Mstep: Class 19 contains 216806 members 
Mstep: Class 20 contains 8453 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 8080 members 
Mstep: Class 24 contains 79069 members 
Mstep: Class 25 contains 11789 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 515 members 
Mstep: Class 28 contains 5867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447680.000000 Penalty: 98363.328125
Iteration 67Q: 29 clusters Score -1.614477e+08 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 6886 members 
Mstep: Class 3 contains 300946 members 
Mstep: Class 4 contains 9261 members 
Mstep: Class 5 contains 21299 members 
Mstep: Class 6 contains 64947 members 
Mstep: Class 7 contains 44998 members 
Mstep: Class 8 contains 24505 members 
Mstep: Class 9 contains 12117 members 
Mstep: Class 10 contains 302901 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 6626 members 
Mstep: Class 13 contains 14971 members 
Mstep: Class 14 contains 199560 members 
Mstep: Class 15 contains 2082 members 
Mstep: Class 16 contains 16047 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 18742 members 
Mstep: Class 19 contains 216220 members 
Mstep: Class 20 contains 8456 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 8116 members 
Mstep: Class 24 contains 79087 members 
Mstep: Class 25 contains 11817 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 522 members 
Mstep: Class 28 contains 5874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448528.000000 Penalty: 98363.328125
Iteration 68Q: 29 clusters Score -1.614485e+08 nChanged 3989
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27817 members 
Mstep: Class 2 contains 6840 members 
Mstep: Class 3 contains 301603 members 
Mstep: Class 4 contains 9271 members 
Mstep: Class 5 contains 21316 members 
Mstep: Class 6 contains 65044 members 
Mstep: Class 7 contains 45075 members 
Mstep: Class 8 contains 24443 members 
Mstep: Class 9 contains 12106 members 
Mstep: Class 10 contains 302583 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 6666 members 
Mstep: Class 13 contains 15209 members 
Mstep: Class 14 contains 199238 members 
Mstep: Class 15 contains 2097 members 
Mstep: Class 16 contains 16149 members 
Mstep: Class 17 contains 5840 members 
Mstep: Class 18 contains 18747 members 
Mstep: Class 19 contains 215636 members 
Mstep: Class 20 contains 8460 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 8156 members 
Mstep: Class 24 contains 79112 members 
Mstep: Class 25 contains 11847 members 
Mstep: Class 26 contains 2291 members 
Mstep: Class 27 contains 534 members 
Mstep: Class 28 contains 5884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448512.000000 Penalty: 98363.328125
Iteration 69Q: 29 clusters Score -1.614485e+08 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27794 members 
Mstep: Class 2 contains 6819 members 
Mstep: Class 3 contains 302183 members 
Mstep: Class 4 contains 9275 members 
Mstep: Class 5 contains 21317 members 
Mstep: Class 6 contains 65105 members 
Mstep: Class 7 contains 45130 members 
Mstep: Class 8 contains 24401 members 
Mstep: Class 9 contains 12089 members 
Mstep: Class 10 contains 302305 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 6690 members 
Mstep: Class 13 contains 15479 members 
Mstep: Class 14 contains 198922 members 
Mstep: Class 15 contains 2109 members 
Mstep: Class 16 contains 16243 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 18759 members 
Mstep: Class 19 contains 215124 members 
Mstep: Class 20 contains 8453 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3739 members 
Mstep: Class 23 contains 8197 members 
Mstep: Class 24 contains 79131 members 
Mstep: Class 25 contains 11864 members 
Mstep: Class 26 contains 2292 members 
Mstep: Class 27 contains 547 members 
Mstep: Class 28 contains 5899 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448816.000000 Penalty: 98363.328125
Iteration 70Q: 29 clusters Score -1.614488e+08 nChanged 3903
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27765 members 
Mstep: Class 2 contains 6782 members 
Mstep: Class 3 contains 302808 members 
Mstep: Class 4 contains 9283 members 
Mstep: Class 5 contains 21316 members 
Mstep: Class 6 contains 65176 members 
Mstep: Class 7 contains 45192 members 
Mstep: Class 8 contains 24386 members 
Mstep: Class 9 contains 12060 members 
Mstep: Class 10 contains 302024 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 6717 members 
Mstep: Class 13 contains 15745 members 
Mstep: Class 14 contains 198535 members 
Mstep: Class 15 contains 2118 members 
Mstep: Class 16 contains 16337 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 18765 members 
Mstep: Class 19 contains 214643 members 
Mstep: Class 20 contains 8445 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3740 members 
Mstep: Class 23 contains 8239 members 
Mstep: Class 24 contains 79161 members 
Mstep: Class 25 contains 11862 members 
Mstep: Class 26 contains 2292 members 
Mstep: Class 27 contains 556 members 
Mstep: Class 28 contains 5916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448272.000000 Penalty: 98363.328125
Iteration 71Q: 29 clusters Score -1.614483e+08 nChanged 4056
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27749 members 
Mstep: Class 2 contains 6750 members 
Mstep: Class 3 contains 303355 members 
Mstep: Class 4 contains 9291 members 
Mstep: Class 5 contains 21300 members 
Mstep: Class 6 contains 65231 members 
Mstep: Class 7 contains 45242 members 
Mstep: Class 8 contains 24363 members 
Mstep: Class 9 contains 12042 members 
Mstep: Class 10 contains 301899 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 6751 members 
Mstep: Class 13 contains 16006 members 
Mstep: Class 14 contains 198095 members 
Mstep: Class 15 contains 2128 members 
Mstep: Class 16 contains 16404 members 
Mstep: Class 17 contains 5841 members 
Mstep: Class 18 contains 18771 members 
Mstep: Class 19 contains 214201 members 
Mstep: Class 20 contains 8439 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3743 members 
Mstep: Class 23 contains 8273 members 
Mstep: Class 24 contains 79172 members 
Mstep: Class 25 contains 11865 members 
Mstep: Class 26 contains 2292 members 
Mstep: Class 27 contains 561 members 
Mstep: Class 28 contains 5941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448256.000000 Penalty: 98363.328125
Iteration 72Q: 29 clusters Score -1.614483e+08 nChanged 4086
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27731 members 
Mstep: Class 2 contains 6707 members 
Mstep: Class 3 contains 303777 members 
Mstep: Class 4 contains 9296 members 
Mstep: Class 5 contains 21288 members 
Mstep: Class 6 contains 65294 members 
Mstep: Class 7 contains 45304 members 
Mstep: Class 8 contains 24330 members 
Mstep: Class 9 contains 12029 members 
Mstep: Class 10 contains 301812 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 6774 members 
Mstep: Class 13 contains 16263 members 
Mstep: Class 14 contains 197656 members 
Mstep: Class 15 contains 2135 members 
Mstep: Class 16 contains 16480 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 18773 members 
Mstep: Class 19 contains 213828 members 
Mstep: Class 20 contains 8433 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 8296 members 
Mstep: Class 24 contains 79198 members 
Mstep: Class 25 contains 11887 members 
Mstep: Class 26 contains 2292 members 
Mstep: Class 27 contains 573 members 
Mstep: Class 28 contains 5966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447920.000000 Penalty: 98363.328125
Iteration 73Q: 29 clusters Score -1.614479e+08 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 6648 members 
Mstep: Class 3 contains 304076 members 
Mstep: Class 4 contains 9309 members 
Mstep: Class 5 contains 21300 members 
Mstep: Class 6 contains 65394 members 
Mstep: Class 7 contains 45365 members 
Mstep: Class 8 contains 24299 members 
Mstep: Class 9 contains 12010 members 
Mstep: Class 10 contains 301838 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 6817 members 
Mstep: Class 13 contains 16525 members 
Mstep: Class 14 contains 197159 members 
Mstep: Class 15 contains 2140 members 
Mstep: Class 16 contains 16578 members 
Mstep: Class 17 contains 5835 members 
Mstep: Class 18 contains 18778 members 
Mstep: Class 19 contains 213438 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3746 members 
Mstep: Class 23 contains 8314 members 
Mstep: Class 24 contains 79216 members 
Mstep: Class 25 contains 11902 members 
Mstep: Class 26 contains 2290 members 
Mstep: Class 27 contains 581 members 
Mstep: Class 28 contains 6003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448192.000000 Penalty: 98363.328125
Iteration 74Q: 29 clusters Score -1.614482e+08 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 6596 members 
Mstep: Class 3 contains 304180 members 
Mstep: Class 4 contains 9319 members 
Mstep: Class 5 contains 21300 members 
Mstep: Class 6 contains 65484 members 
Mstep: Class 7 contains 45448 members 
Mstep: Class 8 contains 24291 members 
Mstep: Class 9 contains 11986 members 
Mstep: Class 10 contains 302017 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 6859 members 
Mstep: Class 13 contains 16781 members 
Mstep: Class 14 contains 196666 members 
Mstep: Class 15 contains 2144 members 
Mstep: Class 16 contains 16670 members 
Mstep: Class 17 contains 5838 members 
Mstep: Class 18 contains 18786 members 
Mstep: Class 19 contains 213090 members 
Mstep: Class 20 contains 8421 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3749 members 
Mstep: Class 23 contains 8320 members 
Mstep: Class 24 contains 79213 members 
Mstep: Class 25 contains 11910 members 
Mstep: Class 26 contains 2290 members 
Mstep: Class 27 contains 590 members 
Mstep: Class 28 contains 6053 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448000.000000 Penalty: 98363.328125
Iteration 75Q: 29 clusters Score -1.61448e+08 nChanged 3936
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 6539 members 
Mstep: Class 3 contains 304069 members 
Mstep: Class 4 contains 9331 members 
Mstep: Class 5 contains 21315 members 
Mstep: Class 6 contains 65579 members 
Mstep: Class 7 contains 45513 members 
Mstep: Class 8 contains 24277 members 
Mstep: Class 9 contains 11962 members 
Mstep: Class 10 contains 302353 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 6895 members 
Mstep: Class 13 contains 17066 members 
Mstep: Class 14 contains 196244 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 16754 members 
Mstep: Class 17 contains 5837 members 
Mstep: Class 18 contains 18794 members 
Mstep: Class 19 contains 212712 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3748 members 
Mstep: Class 23 contains 8329 members 
Mstep: Class 24 contains 79233 members 
Mstep: Class 25 contains 11920 members 
Mstep: Class 26 contains 2289 members 
Mstep: Class 27 contains 597 members 
Mstep: Class 28 contains 6096 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448256.000000 Penalty: 98363.328125
Iteration 76Q: 29 clusters Score -1.614483e+08 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 6483 members 
Mstep: Class 3 contains 303726 members 
Mstep: Class 4 contains 9337 members 
Mstep: Class 5 contains 21325 members 
Mstep: Class 6 contains 65684 members 
Mstep: Class 7 contains 45595 members 
Mstep: Class 8 contains 24271 members 
Mstep: Class 9 contains 11947 members 
Mstep: Class 10 contains 302900 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 6937 members 
Mstep: Class 13 contains 17316 members 
Mstep: Class 14 contains 195815 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 16821 members 
Mstep: Class 17 contains 5836 members 
Mstep: Class 18 contains 18805 members 
Mstep: Class 19 contains 212383 members 
Mstep: Class 20 contains 8418 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3749 members 
Mstep: Class 23 contains 8334 members 
Mstep: Class 24 contains 79240 members 
Mstep: Class 25 contains 11934 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 607 members 
Mstep: Class 28 contains 6146 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447968.000000 Penalty: 98363.328125
Iteration 77Q: 29 clusters Score -1.61448e+08 nChanged 3480
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27640 members 
Mstep: Class 2 contains 6426 members 
Mstep: Class 3 contains 303192 members 
Mstep: Class 4 contains 9343 members 
Mstep: Class 5 contains 21317 members 
Mstep: Class 6 contains 65800 members 
Mstep: Class 7 contains 45655 members 
Mstep: Class 8 contains 24261 members 
Mstep: Class 9 contains 11925 members 
Mstep: Class 10 contains 303542 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 6977 members 
Mstep: Class 13 contains 17554 members 
Mstep: Class 14 contains 195471 members 
Mstep: Class 15 contains 2147 members 
Mstep: Class 16 contains 16884 members 
Mstep: Class 17 contains 5842 members 
Mstep: Class 18 contains 18812 members 
Mstep: Class 19 contains 212117 members 
Mstep: Class 20 contains 8420 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3757 members 
Mstep: Class 23 contains 8340 members 
Mstep: Class 24 contains 79234 members 
Mstep: Class 25 contains 11952 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 611 members 
Mstep: Class 28 contains 6200 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448208.000000 Penalty: 98363.328125
Iteration 78Q: 29 clusters Score -1.614482e+08 nChanged 3418
Entering ConstructFrom: 
Score: -161448208.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (27619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Entering Unmasked Estep 
Score: -3094599.500000 Penalty: 2536.112305
	Iteration 0F: 2 clusters Score -3094600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3075629.500000 Penalty: 5072.224609
	Iteration 0F: 3 clusters Score -3075630 nChanged 12392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3082300.750000 Penalty: 5072.224609
	Iteration 1F: 3 clusters Score -3082301 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14593 members 
Mstep: Class 2 contains 13026 members 
Entering Unmasked Estep 
Score: -3082752.750000 Penalty: 5072.224609
	Iteration 2F: 3 clusters Score -3082753 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 12688 members 
Entering Unmasked Estep 
Score: -3083106.000000 Penalty: 5072.224609
	Iteration 3Q: 3 clusters Score -3083106 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 12218 members 
Entering Unmasked Estep 
Score: -3083445.000000 Penalty: 5072.224609
	Iteration 4Q: 3 clusters Score -3083445 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -3083836.750000 Penalty: 5072.224609
	Iteration 5Q: 3 clusters Score -3083837 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16994 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -3084390.000000 Penalty: 5072.224609
	Iteration 6Q: 3 clusters Score -3084390 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 9441 members 
Entering Unmasked Estep 
Score: -3085140.000000 Penalty: 5072.224609
	Iteration 7Q: 3 clusters Score -3085140 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 7998 members 
Entering Unmasked Estep 
Score: -3086146.000000 Penalty: 5072.224609
	Iteration 8F: 3 clusters Score -3086146 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21258 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -3087449.250000 Penalty: 5072.224609
	Iteration 9F: 3 clusters Score -3087449 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22846 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -3088777.250000 Penalty: 5072.224609
	Iteration 10F: 3 clusters Score -3088777 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24185 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -3089941.500000 Penalty: 5072.224609
	Iteration 11F: 3 clusters Score -3089942 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -3090857.250000 Penalty: 5072.224609
	Iteration 12Q: 3 clusters Score -3090857 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25885 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -3091489.250000 Penalty: 5072.224609
	Iteration 13Q: 3 clusters Score -3091489 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -3091900.250000 Penalty: 5072.224609
	Iteration 14Q: 3 clusters Score -3091900 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -3092137.250000 Penalty: 5072.224609
	Iteration 15Q: 3 clusters Score -3092137 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3092254.000000 Penalty: 5072.224609
	Iteration 16Q: 3 clusters Score -3092254 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -3092322.750000 Penalty: 5072.224609
	Iteration 17Q: 3 clusters Score -3092323 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -3092366.000000 Penalty: 5072.224609
	Iteration 18Q: 3 clusters Score -3092366 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3092398.750000 Penalty: 5072.224609
	Iteration 19Q: 3 clusters Score -3092399 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3092418.250000 Penalty: 5072.224609
	Iteration 20F: 3 clusters Score -3092418 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -3092426.000000 Penalty: 5072.224609
	Iteration 21Q: 3 clusters Score -3092426 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3092433.500000 Penalty: 5072.224609
	Iteration 22Q: 3 clusters Score -3092434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3092447.250000 Penalty: 5072.224609
	Iteration 23Q: 3 clusters Score -3092447 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26834 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -3092457.500000 Penalty: 5072.224609
	Iteration 24Q: 3 clusters Score -3092458 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26845 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -3092460.500000 Penalty: 5072.224609
	Iteration 25Q: 3 clusters Score -3092460 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -3092468.750000 Penalty: 5072.224609
	Iteration 26Q: 3 clusters Score -3092469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -3092473.500000 Penalty: 5072.224609
	Iteration 27Q: 3 clusters Score -3092474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3092474.750000 Penalty: 5072.224609
	Iteration 28Q: 3 clusters Score -3092475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3092479.000000 Penalty: 5072.224609
	Iteration 29Q: 3 clusters Score -3092479 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -3092478.250000 Penalty: 5072.224609
	Iteration 30Q: 3 clusters Score -3092478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26871 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3092487.500000 Penalty: 5072.224609
	Iteration 31Q: 3 clusters Score -3092488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26873 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -3092489.500000 Penalty: 5072.224609
	Iteration 32Q: 3 clusters Score -3092490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -3092492.000000 Penalty: 5072.224609
	Iteration 33Q: 3 clusters Score -3092492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3092488.000000 Penalty: 5072.224609
	Iteration 34Q: 3 clusters Score -3092488 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -3092488.000000 Penalty: 5072.224609
	Iteration 35F: 3 clusters Score -3092488 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6362 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Entering Unmasked Estep 
Score: -759347.875000 Penalty: 2172.008301
	Iteration 0F: 2 clusters Score -759347.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3192 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -753976.625000 Penalty: 4344.016602
	Iteration 0F: 3 clusters Score -753976.6 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -755339.000000 Penalty: 4344.016602
	Iteration 1F: 3 clusters Score -755339 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -755571.375000 Penalty: 4344.016602
	Iteration 2F: 3 clusters Score -755571.4 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -755699.000000 Penalty: 4344.016602
	Iteration 3Q: 3 clusters Score -755699 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -755784.000000 Penalty: 4344.016602
	Iteration 4Q: 3 clusters Score -755784 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -755845.187500 Penalty: 4344.016602
	Iteration 5Q: 3 clusters Score -755845.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3262 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -755899.062500 Penalty: 4344.016602
	Iteration 6Q: 3 clusters Score -755899.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -755943.937500 Penalty: 4344.016602
	Iteration 7Q: 3 clusters Score -755943.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -755975.250000 Penalty: 4344.016602
	Iteration 8Q: 3 clusters Score -755975.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3258 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -756000.437500 Penalty: 4344.016602
	Iteration 9Q: 3 clusters Score -756000.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -756019.500000 Penalty: 4344.016602
	Iteration 10Q: 3 clusters Score -756019.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -756036.500000 Penalty: 4344.016602
	Iteration 11Q: 3 clusters Score -756036.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -756046.062500 Penalty: 4344.016602
	Iteration 12Q: 3 clusters Score -756046.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -756052.812500 Penalty: 4344.016602
	Iteration 13Q: 3 clusters Score -756052.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -756058.000000 Penalty: 4344.016602
	Iteration 14Q: 3 clusters Score -756058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -756061.937500 Penalty: 4344.016602
	Iteration 15Q: 3 clusters Score -756061.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -756065.500000 Penalty: 4344.016602
	Iteration 16Q: 3 clusters Score -756065.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3224 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -756068.687500 Penalty: 4344.016602
	Iteration 17Q: 3 clusters Score -756068.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3229 members 
Mstep: Class 2 contains 3133 members 
Entering Unmasked Estep 
Score: -756073.562500 Penalty: 4344.016602
	Iteration 18Q: 3 clusters Score -756073.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -756075.062500 Penalty: 4344.016602
	Iteration 19Q: 3 clusters Score -756075.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 3140 members 
Entering Unmasked Estep 
Score: -756080.562500 Penalty: 4344.016602
	Iteration 20F: 3 clusters Score -756080.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -756080.750000 Penalty: 4344.016602
	Iteration 21Q: 3 clusters Score -756080.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3220 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -756082.875000 Penalty: 4344.016602
	Iteration 22Q: 3 clusters Score -756082.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -756082.500000 Penalty: 4344.016602
	Iteration 23Q: 3 clusters Score -756082.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -756082.312500 Penalty: 4344.016602
	Iteration 24Q: 3 clusters Score -756082.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -756083.812500 Penalty: 4344.016602
	Iteration 25Q: 3 clusters Score -756083.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -756083.812500 Penalty: 4344.016602
	Iteration 26Q: 3 clusters Score -756083.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -756087.687500 Penalty: 4344.016602
	Iteration 27Q: 3 clusters Score -756087.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -756086.812500 Penalty: 4344.016602
	Iteration 28Q: 3 clusters Score -756086.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -756086.812500 Penalty: 4344.016602
	Iteration 29F: 3 clusters Score -756086.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (302491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302491 members 
Entering Unmasked Estep 
Score: -35535256.000000 Penalty: 3129.712158
	Iteration 0F: 2 clusters Score -3.553526e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151300 members 
Mstep: Class 2 contains 151191 members 
Entering Unmasked Estep 
Score: -35342580.000000 Penalty: 6259.424316
	Iteration 0F: 3 clusters Score -3.534258e+07 nChanged 146108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154944 members 
Mstep: Class 2 contains 147547 members 
Entering Unmasked Estep 
Score: -35428640.000000 Penalty: 6259.424316
	Iteration 1F: 3 clusters Score -3.542864e+07 nChanged 6658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156838 members 
Mstep: Class 2 contains 145653 members 
Entering Unmasked Estep 
Score: -35429516.000000 Penalty: 6259.424316
	Iteration 2Q: 3 clusters Score -3.542952e+07 nChanged 7232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159914 members 
Mstep: Class 2 contains 142577 members 
Entering Unmasked Estep 
Score: -35430940.000000 Penalty: 6259.424316
	Iteration 3Q: 3 clusters Score -3.543094e+07 nChanged 8247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164489 members 
Mstep: Class 2 contains 138002 members 
Entering Unmasked Estep 
Score: -35432624.000000 Penalty: 6259.424316
	Iteration 4Q: 3 clusters Score -3.543262e+07 nChanged 9745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170980 members 
Mstep: Class 2 contains 131511 members 
Entering Unmasked Estep 
Score: -35435364.000000 Penalty: 6259.424316
	Iteration 5Q: 3 clusters Score -3.543536e+07 nChanged 11872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180132 members 
Mstep: Class 2 contains 122359 members 
Entering Unmasked Estep 
Score: -35440204.000000 Penalty: 6259.424316
	Iteration 6Q: 3 clusters Score -3.54402e+07 nChanged 14492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191998 members 
Mstep: Class 2 contains 110493 members 
Entering Unmasked Estep 
Score: -35448100.000000 Penalty: 6259.424316
	Iteration 7Q: 3 clusters Score -3.54481e+07 nChanged 16859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205271 members 
Mstep: Class 2 contains 97220 members 
Entering Unmasked Estep 
Score: -35459480.000000 Penalty: 6259.424316
	Iteration 8F: 3 clusters Score -3.545948e+07 nChanged 18064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217467 members 
Mstep: Class 2 contains 85024 members 
Entering Unmasked Estep 
Score: -35473252.000000 Penalty: 6259.424316
	Iteration 9F: 3 clusters Score -3.547325e+07 nChanged 17717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225194 members 
Mstep: Class 2 contains 77297 members 
Entering Unmasked Estep 
Score: -35487188.000000 Penalty: 6259.424316
	Iteration 10F: 3 clusters Score -3.548719e+07 nChanged 16422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227514 members 
Mstep: Class 2 contains 74977 members 
Entering Unmasked Estep 
Score: -35497532.000000 Penalty: 6259.424316
	Iteration 11F: 3 clusters Score -3.549753e+07 nChanged 12828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226870 members 
Mstep: Class 2 contains 75621 members 
Entering Unmasked Estep 
Score: -35502180.000000 Penalty: 6259.424316
	Iteration 12Q: 3 clusters Score -3.550218e+07 nChanged 7889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225427 members 
Mstep: Class 2 contains 77064 members 
Entering Unmasked Estep 
Score: -35503744.000000 Penalty: 6259.424316
	Iteration 13Q: 3 clusters Score -3.550374e+07 nChanged 4848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223755 members 
Mstep: Class 2 contains 78736 members 
Entering Unmasked Estep 
Score: -35504036.000000 Penalty: 6259.424316
	Iteration 14Q: 3 clusters Score -3.550404e+07 nChanged 3509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221860 members 
Mstep: Class 2 contains 80631 members 
Entering Unmasked Estep 
Score: -35504184.000000 Penalty: 6259.424316
	Iteration 15Q: 3 clusters Score -3.550418e+07 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219721 members 
Mstep: Class 2 contains 82770 members 
Entering Unmasked Estep 
Score: -35504344.000000 Penalty: 6259.424316
	Iteration 16Q: 3 clusters Score -3.550434e+07 nChanged 3316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217297 members 
Mstep: Class 2 contains 85194 members 
Entering Unmasked Estep 
Score: -35504336.000000 Penalty: 6259.424316
	Iteration 17Q: 3 clusters Score -3.550434e+07 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214444 members 
Mstep: Class 2 contains 88047 members 
Entering Unmasked Estep 
Score: -35504672.000000 Penalty: 6259.424316
	Iteration 18Q: 3 clusters Score -3.550467e+07 nChanged 3682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211296 members 
Mstep: Class 2 contains 91195 members 
Entering Unmasked Estep 
Score: -35504904.000000 Penalty: 6259.424316
	Iteration 19Q: 3 clusters Score -3.55049e+07 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207807 members 
Mstep: Class 2 contains 94684 members 
Entering Unmasked Estep 
Score: -35505632.000000 Penalty: 6259.424316
	Iteration 20F: 3 clusters Score -3.550563e+07 nChanged 4068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204175 members 
Mstep: Class 2 contains 98316 members 
Entering Unmasked Estep 
Score: -35506132.000000 Penalty: 6259.424316
	Iteration 21Q: 3 clusters Score -3.550613e+07 nChanged 4525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200010 members 
Mstep: Class 2 contains 102481 members 
Entering Unmasked Estep 
Score: -35506780.000000 Penalty: 6259.424316
	Iteration 22Q: 3 clusters Score -3.550678e+07 nChanged 4693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195629 members 
Mstep: Class 2 contains 106862 members 
Entering Unmasked Estep 
Score: -35507792.000000 Penalty: 6259.424316
	Iteration 23Q: 3 clusters Score -3.550779e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191069 members 
Mstep: Class 2 contains 111422 members 
Entering Unmasked Estep 
Score: -35509104.000000 Penalty: 6259.424316
	Iteration 24Q: 3 clusters Score -3.55091e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186045 members 
Mstep: Class 2 contains 116446 members 
Entering Unmasked Estep 
Score: -35510408.000000 Penalty: 6259.424316
	Iteration 25Q: 3 clusters Score -3.551041e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181051 members 
Mstep: Class 2 contains 121440 members 
Entering Unmasked Estep 
Score: -35512388.000000 Penalty: 6259.424316
	Iteration 26Q: 3 clusters Score -3.551239e+07 nChanged 5328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176207 members 
Mstep: Class 2 contains 126284 members 
Entering Unmasked Estep 
Score: -35514336.000000 Penalty: 6259.424316
	Iteration 27Q: 3 clusters Score -3.551434e+07 nChanged 5291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171480 members 
Mstep: Class 2 contains 131011 members 
Entering Unmasked Estep 
Score: -35516204.000000 Penalty: 6259.424316
	Iteration 28Q: 3 clusters Score -3.55162e+07 nChanged 4977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167291 members 
Mstep: Class 2 contains 135200 members 
Entering Unmasked Estep 
Score: -35517616.000000 Penalty: 6259.424316
	Iteration 29Q: 3 clusters Score -3.551762e+07 nChanged 4504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163635 members 
Mstep: Class 2 contains 138856 members 
Entering Unmasked Estep 
Score: -35519120.000000 Penalty: 6259.424316
	Iteration 30Q: 3 clusters Score -3.551912e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160405 members 
Mstep: Class 2 contains 142086 members 
Entering Unmasked Estep 
Score: -35520076.000000 Penalty: 6259.424316
	Iteration 31Q: 3 clusters Score -3.552008e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157667 members 
Mstep: Class 2 contains 144824 members 
Entering Unmasked Estep 
Score: -35520752.000000 Penalty: 6259.424316
	Iteration 32Q: 3 clusters Score -3.552075e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155351 members 
Mstep: Class 2 contains 147140 members 
Entering Unmasked Estep 
Score: -35521120.000000 Penalty: 6259.424316
	Iteration 33Q: 3 clusters Score -3.552112e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153382 members 
Mstep: Class 2 contains 149109 members 
Entering Unmasked Estep 
Score: -35521356.000000 Penalty: 6259.424316
	Iteration 34Q: 3 clusters Score -3.552136e+07 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151576 members 
Mstep: Class 2 contains 150915 members 
Entering Unmasked Estep 
Score: -35521696.000000 Penalty: 6259.424316
	Iteration 35Q: 3 clusters Score -3.55217e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149680 members 
Mstep: Class 2 contains 152811 members 
Entering Unmasked Estep 
Score: -35521924.000000 Penalty: 6259.424316
	Iteration 36Q: 3 clusters Score -3.552192e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147814 members 
Mstep: Class 2 contains 154677 members 
Entering Unmasked Estep 
Score: -35522020.000000 Penalty: 6259.424316
	Iteration 37Q: 3 clusters Score -3.552202e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145934 members 
Mstep: Class 2 contains 156557 members 
Entering Unmasked Estep 
Score: -35522280.000000 Penalty: 6259.424316
	Iteration 38Q: 3 clusters Score -3.552228e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143853 members 
Mstep: Class 2 contains 158638 members 
Entering Unmasked Estep 
Score: -35522436.000000 Penalty: 6259.424316
	Iteration 39Q: 3 clusters Score -3.552244e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141468 members 
Mstep: Class 2 contains 161023 members 
Entering Unmasked Estep 
Score: -35523440.000000 Penalty: 6259.424316
	Iteration 40F: 3 clusters Score -3.552344e+07 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137369 members 
Mstep: Class 2 contains 165122 members 
Entering Unmasked Estep 
Score: -35524352.000000 Penalty: 6259.424316
	Iteration 41Q: 3 clusters Score -3.552435e+07 nChanged 4252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133117 members 
Mstep: Class 2 contains 169374 members 
Entering Unmasked Estep 
Score: -35525156.000000 Penalty: 6259.424316
	Iteration 42Q: 3 clusters Score -3.552516e+07 nChanged 4625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128492 members 
Mstep: Class 2 contains 173999 members 
Entering Unmasked Estep 
Score: -35525560.000000 Penalty: 6259.424316
	Iteration 43Q: 3 clusters Score -3.552556e+07 nChanged 5133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123359 members 
Mstep: Class 2 contains 179132 members 
Entering Unmasked Estep 
Score: -35525780.000000 Penalty: 6259.424316
	Iteration 44Q: 3 clusters Score -3.552578e+07 nChanged 5838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117521 members 
Mstep: Class 2 contains 184970 members 
Entering Unmasked Estep 
Score: -35526104.000000 Penalty: 6259.424316
	Iteration 45Q: 3 clusters Score -3.55261e+07 nChanged 6473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111048 members 
Mstep: Class 2 contains 191443 members 
Entering Unmasked Estep 
Score: -35526340.000000 Penalty: 6259.424316
	Iteration 46Q: 3 clusters Score -3.552634e+07 nChanged 6977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104071 members 
Mstep: Class 2 contains 198420 members 
Entering Unmasked Estep 
Score: -35526740.000000 Penalty: 6259.424316
	Iteration 47Q: 3 clusters Score -3.552674e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96600 members 
Mstep: Class 2 contains 205891 members 
Entering Unmasked Estep 
Score: -35527452.000000 Penalty: 6259.424316
	Iteration 48Q: 3 clusters Score -3.552745e+07 nChanged 7673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88927 members 
Mstep: Class 2 contains 213564 members 
Entering Unmasked Estep 
Score: -35527980.000000 Penalty: 6259.424316
	Iteration 49Q: 3 clusters Score -3.552798e+07 nChanged 7748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81179 members 
Mstep: Class 2 contains 221312 members 
Entering Unmasked Estep 
Score: -35528712.000000 Penalty: 6259.424316
	Iteration 50Q: 3 clusters Score -3.552871e+07 nChanged 7564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73615 members 
Mstep: Class 2 contains 228876 members 
Entering Unmasked Estep 
Score: -35529156.000000 Penalty: 6259.424316
	Iteration 51Q: 3 clusters Score -3.552916e+07 nChanged 6707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 235583 members 
Entering Unmasked Estep 
Score: -35529396.000000 Penalty: 6259.424316
	Iteration 52Q: 3 clusters Score -3.55294e+07 nChanged 5242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61666 members 
Mstep: Class 2 contains 240825 members 
Entering Unmasked Estep 
Score: -35528584.000000 Penalty: 6259.424316
	Iteration 53Q: 3 clusters Score -3.552858e+07 nChanged 3756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57910 members 
Mstep: Class 2 contains 244581 members 
Entering Unmasked Estep 
Score: -35528308.000000 Penalty: 6259.424316
	Iteration 54Q: 3 clusters Score -3.552831e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55292 members 
Mstep: Class 2 contains 247199 members 
Entering Unmasked Estep 
Score: -35528140.000000 Penalty: 6259.424316
	Iteration 55Q: 3 clusters Score -3.552814e+07 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53533 members 
Mstep: Class 2 contains 248958 members 
Entering Unmasked Estep 
Score: -35528196.000000 Penalty: 6259.424316
	Iteration 56Q: 3 clusters Score -3.55282e+07 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 250120 members 
Entering Unmasked Estep 
Score: -35528036.000000 Penalty: 6259.424316
	Iteration 57Q: 3 clusters Score -3.552804e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51633 members 
Mstep: Class 2 contains 250858 members 
Entering Unmasked Estep 
Score: -35527928.000000 Penalty: 6259.424316
	Iteration 58Q: 3 clusters Score -3.552793e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 251296 members 
Entering Unmasked Estep 
Score: -35527892.000000 Penalty: 6259.424316
	Iteration 59Q: 3 clusters Score -3.552789e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50933 members 
Mstep: Class 2 contains 251558 members 
Entering Unmasked Estep 
Score: -35530688.000000 Penalty: 6259.424316
	Iteration 60F: 3 clusters Score -3.553069e+07 nChanged 6843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44090 members 
Mstep: Class 2 contains 258401 members 
Entering Unmasked Estep 
Score: -35531536.000000 Penalty: 6259.424316
	Iteration 61Q: 3 clusters Score -3.553154e+07 nChanged 6013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38103 members 
Mstep: Class 2 contains 264388 members 
Entering Unmasked Estep 
Score: -35531992.000000 Penalty: 6259.424316
	Iteration 62Q: 3 clusters Score -3.553199e+07 nChanged 5036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 269412 members 
Entering Unmasked Estep 
Score: -35532160.000000 Penalty: 6259.424316
	Iteration 63Q: 3 clusters Score -3.553216e+07 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 273816 members 
Entering Unmasked Estep 
Score: -35532592.000000 Penalty: 6259.424316
	Iteration 64Q: 3 clusters Score -3.553259e+07 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 277499 members 
Entering Unmasked Estep 
Score: -35533164.000000 Penalty: 6259.424316
	Iteration 65Q: 3 clusters Score -3.553316e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21850 members 
Mstep: Class 2 contains 280641 members 
Entering Unmasked Estep 
Score: -35533364.000000 Penalty: 6259.424316
	Iteration 66Q: 3 clusters Score -3.553336e+07 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19228 members 
Mstep: Class 2 contains 283263 members 
Entering Unmasked Estep 
Score: -35533444.000000 Penalty: 6259.424316
	Iteration 67Q: 3 clusters Score -3.553344e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 285519 members 
Entering Unmasked Estep 
Score: -35533416.000000 Penalty: 6259.424316
	Iteration 68Q: 3 clusters Score -3.553342e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 287463 members 
Entering Unmasked Estep 
Score: -35533340.000000 Penalty: 6259.424316
	Iteration 69Q: 3 clusters Score -3.553334e+07 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 289155 members 
Entering Unmasked Estep 
Score: -35533580.000000 Penalty: 6259.424316
	Iteration 70Q: 3 clusters Score -3.553358e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 290659 members 
Entering Unmasked Estep 
Score: -35533660.000000 Penalty: 6259.424316
	Iteration 71Q: 3 clusters Score -3.553366e+07 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10574 members 
Mstep: Class 2 contains 291917 members 
Entering Unmasked Estep 
Score: -35533440.000000 Penalty: 6259.424316
	Iteration 72Q: 3 clusters Score -3.553344e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 292975 members 
Entering Unmasked Estep 
Score: -35533592.000000 Penalty: 6259.424316
	Iteration 73Q: 3 clusters Score -3.553359e+07 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 293855 members 
Entering Unmasked Estep 
Score: -35533824.000000 Penalty: 6259.424316
	Iteration 74Q: 3 clusters Score -3.553382e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7844 members 
Mstep: Class 2 contains 294647 members 
Entering Unmasked Estep 
Score: -35534052.000000 Penalty: 6259.424316
	Iteration 75Q: 3 clusters Score -3.553405e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 295329 members 
Entering Unmasked Estep 
Score: -35534176.000000 Penalty: 6259.424316
	Iteration 76Q: 3 clusters Score -3.553418e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 295935 members 
Entering Unmasked Estep 
Score: -35534344.000000 Penalty: 6259.424316
	Iteration 77Q: 3 clusters Score -3.553434e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 296449 members 
Entering Unmasked Estep 
Score: -35534272.000000 Penalty: 6259.424316
	Iteration 78Q: 3 clusters Score -3.553427e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 296924 members 
Entering Unmasked Estep 
Score: -35534340.000000 Penalty: 6259.424316
	Iteration 79Q: 3 clusters Score -3.553434e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5120 members 
Mstep: Class 2 contains 297371 members 
Entering Unmasked Estep 
Score: -35534364.000000 Penalty: 6259.424316
	Iteration 80F: 3 clusters Score -3.553436e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4659 members 
Mstep: Class 2 contains 297832 members 
Entering Unmasked Estep 
Score: -35534444.000000 Penalty: 6259.424316
	Iteration 81Q: 3 clusters Score -3.553444e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 298242 members 
Entering Unmasked Estep 
Score: -35534464.000000 Penalty: 6259.424316
	Iteration 82Q: 3 clusters Score -3.553446e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 298678 members 
Entering Unmasked Estep 
Score: -35534232.000000 Penalty: 6259.424316
	Iteration 83Q: 3 clusters Score -3.553423e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 299055 members 
Entering Unmasked Estep 
Score: -35534108.000000 Penalty: 6259.424316
	Iteration 84Q: 3 clusters Score -3.553411e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 299398 members 
Entering Unmasked Estep 
Score: -35533972.000000 Penalty: 6259.424316
	Iteration 85Q: 3 clusters Score -3.553397e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 299698 members 
Entering Unmasked Estep 
Score: -35533924.000000 Penalty: 6259.424316
	Iteration 86Q: 3 clusters Score -3.553392e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 299964 members 
Entering Unmasked Estep 
Score: -35533876.000000 Penalty: 6259.424316
	Iteration 87Q: 3 clusters Score -3.553388e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 300184 members 
Entering Unmasked Estep 
Score: -35533736.000000 Penalty: 6259.424316
	Iteration 88Q: 3 clusters Score -3.553374e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 300394 members 
Entering Unmasked Estep 
Score: -35533652.000000 Penalty: 6259.424316
	Iteration 89Q: 3 clusters Score -3.553365e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 300565 members 
Entering Unmasked Estep 
Score: -35533608.000000 Penalty: 6259.424316
	Iteration 90Q: 3 clusters Score -3.553361e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 300703 members 
Entering Unmasked Estep 
Score: -35533664.000000 Penalty: 6259.424316
	Iteration 91Q: 3 clusters Score -3.553366e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 300835 members 
Entering Unmasked Estep 
Score: -35533608.000000 Penalty: 6259.424316
	Iteration 92Q: 3 clusters Score -3.553361e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 300941 members 
Entering Unmasked Estep 
Score: -35533548.000000 Penalty: 6259.424316
	Iteration 93Q: 3 clusters Score -3.553355e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 301029 members 
Entering Unmasked Estep 
Score: -35533508.000000 Penalty: 6259.424316
	Iteration 94Q: 3 clusters Score -3.553351e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 301094 members 
Entering Unmasked Estep 
Score: -35533484.000000 Penalty: 6259.424316
	Iteration 95Q: 3 clusters Score -3.553348e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 301155 members 
Entering Unmasked Estep 
Score: -35533468.000000 Penalty: 6259.424316
	Iteration 96Q: 3 clusters Score -3.553347e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 301218 members 
Entering Unmasked Estep 
Score: -35533484.000000 Penalty: 6259.424316
	Iteration 97Q: 3 clusters Score -3.553348e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 301266 members 
Entering Unmasked Estep 
Score: -35533500.000000 Penalty: 6259.424316
	Iteration 98Q: 3 clusters Score -3.55335e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 301300 members 
Entering Unmasked Estep 
Score: -35533512.000000 Penalty: 6259.424316
	Iteration 99Q: 3 clusters Score -3.553351e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 301335 members 
Entering Unmasked Estep 
Score: -35533468.000000 Penalty: 6259.424316
	Iteration 100F: 3 clusters Score -3.553347e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 301367 members 
Entering Unmasked Estep 
Score: -35533472.000000 Penalty: 6259.424316
	Iteration 101Q: 3 clusters Score -3.553347e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 301403 members 
Entering Unmasked Estep 
Score: -35533424.000000 Penalty: 6259.424316
	Iteration 102Q: 3 clusters Score -3.553342e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 301429 members 
Entering Unmasked Estep 
Score: -35533384.000000 Penalty: 6259.424316
	Iteration 103Q: 3 clusters Score -3.553338e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 301446 members 
Entering Unmasked Estep 
Score: -35533392.000000 Penalty: 6259.424316
	Iteration 104Q: 3 clusters Score -3.553339e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 301465 members 
Entering Unmasked Estep 
Score: -35533400.000000 Penalty: 6259.424316
	Iteration 105Q: 3 clusters Score -3.55334e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 301478 members 
Entering Unmasked Estep 
Score: -35533384.000000 Penalty: 6259.424316
	Iteration 106Q: 3 clusters Score -3.553338e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 301490 members 
Entering Unmasked Estep 
Score: -35533368.000000 Penalty: 6259.424316
	Iteration 107Q: 3 clusters Score -3.553337e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 301499 members 
Entering Unmasked Estep 
Score: -35533376.000000 Penalty: 6259.424316
	Iteration 108Q: 3 clusters Score -3.553338e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 301509 members 
Entering Unmasked Estep 
Score: -35533368.000000 Penalty: 6259.424316
	Iteration 109Q: 3 clusters Score -3.553337e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 301514 members 
Entering Unmasked Estep 
Score: -35533360.000000 Penalty: 6259.424316
	Iteration 110Q: 3 clusters Score -3.553336e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 301520 members 
Entering Unmasked Estep 
Score: -35533356.000000 Penalty: 6259.424316
	Iteration 111Q: 3 clusters Score -3.553336e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 301529 members 
Entering Unmasked Estep 
Score: -35533356.000000 Penalty: 6259.424316
	Iteration 112Q: 3 clusters Score -3.553336e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 301537 members 
Entering Unmasked Estep 
Score: -35533332.000000 Penalty: 6259.424316
	Iteration 113Q: 3 clusters Score -3.553333e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 301540 members 
Entering Unmasked Estep 
Score: -35533352.000000 Penalty: 6259.424316
	Iteration 114Q: 3 clusters Score -3.553335e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 301544 members 
Entering Unmasked Estep 
Score: -35533320.000000 Penalty: 6259.424316
	Iteration 115Q: 3 clusters Score -3.553332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 301547 members 
Entering Unmasked Estep 
Score: -35533332.000000 Penalty: 6259.424316
	Iteration 116Q: 3 clusters Score -3.553333e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 301548 members 
Entering Unmasked Estep 
Score: -35533320.000000 Penalty: 6259.424316
	Iteration 117Q: 3 clusters Score -3.553332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 301550 members 
Entering Unmasked Estep 
Score: -35533316.000000 Penalty: 6259.424316
	Iteration 118Q: 3 clusters Score -3.553332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 301551 members 
Entering Unmasked Estep 
Score: -35533324.000000 Penalty: 6259.424316
	Iteration 119Q: 3 clusters Score -3.553332e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 301551 members 
Entering Unmasked Estep 
Score: -35533324.000000 Penalty: 6259.424316
	Iteration 120F: 3 clusters Score -3.553332e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (9354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Entering Unmasked Estep 
Score: -1044297.062500 Penalty: 2267.602783
	Iteration 0F: 2 clusters Score -1044297 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1037033.125000 Penalty: 4535.205566
	Iteration 0F: 3 clusters Score -1037033 nChanged 3859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1039148.437500 Penalty: 4535.205566
	Iteration 1F: 3 clusters Score -1039148 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1039546.625000 Penalty: 4535.205566
	Iteration 2F: 3 clusters Score -1039547 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5449 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1039906.312500 Penalty: 4535.205566
	Iteration 3F: 3 clusters Score -1039906 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1040255.500000 Penalty: 4535.205566
	Iteration 4F: 3 clusters Score -1040256 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1040634.937500 Penalty: 4535.205566
	Iteration 5F: 3 clusters Score -1040635 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6526 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -1041047.375000 Penalty: 4535.205566
	Iteration 6F: 3 clusters Score -1041047 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -1041386.875000 Penalty: 4535.205566
	Iteration 7F: 3 clusters Score -1041387 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -1041628.937500 Penalty: 4535.205566
	Iteration 8Q: 3 clusters Score -1041629 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7342 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -1041816.875000 Penalty: 4535.205566
	Iteration 9Q: 3 clusters Score -1041817 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1041967.562500 Penalty: 4535.205566
	Iteration 10Q: 3 clusters Score -1041968 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1042111.687500 Penalty: 4535.205566
	Iteration 11Q: 3 clusters Score -1042112 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1042255.875000 Penalty: 4535.205566
	Iteration 12Q: 3 clusters Score -1042256 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7740 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -1042380.500000 Penalty: 4535.205566
	Iteration 13Q: 3 clusters Score -1042380 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1042452.812500 Penalty: 4535.205566
	Iteration 14Q: 3 clusters Score -1042453 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1042506.812500 Penalty: 4535.205566
	Iteration 15Q: 3 clusters Score -1042507 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1042546.937500 Penalty: 4535.205566
	Iteration 16Q: 3 clusters Score -1042547 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1042586.000000 Penalty: 4535.205566
	Iteration 17Q: 3 clusters Score -1042586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1042615.875000 Penalty: 4535.205566
	Iteration 18Q: 3 clusters Score -1042616 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1042640.187500 Penalty: 4535.205566
	Iteration 19Q: 3 clusters Score -1042640 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -1042658.125000 Penalty: 4535.205566
	Iteration 20F: 3 clusters Score -1042658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1042667.000000 Penalty: 4535.205566
	Iteration 21Q: 3 clusters Score -1042667 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1042675.625000 Penalty: 4535.205566
	Iteration 22Q: 3 clusters Score -1042676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -1042683.437500 Penalty: 4535.205566
	Iteration 23Q: 3 clusters Score -1042683 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1042688.375000 Penalty: 4535.205566
	Iteration 24Q: 3 clusters Score -1042688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7933 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1042695.687500 Penalty: 4535.205566
	Iteration 25Q: 3 clusters Score -1042696 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7936 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1042701.687500 Penalty: 4535.205566
	Iteration 26Q: 3 clusters Score -1042702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7940 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1042702.625000 Penalty: 4535.205566
	Iteration 27Q: 3 clusters Score -1042703 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1042706.500000 Penalty: 4535.205566
	Iteration 28Q: 3 clusters Score -1042706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -1042711.125000 Penalty: 4535.205566
	Iteration 29Q: 3 clusters Score -1042711 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1042710.375000 Penalty: 4535.205566
	Iteration 30Q: 3 clusters Score -1042710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7949 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1042714.125000 Penalty: 4535.205566
	Iteration 31Q: 3 clusters Score -1042714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1042713.875000 Penalty: 4535.205566
	Iteration 32Q: 3 clusters Score -1042714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7951 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -1042713.875000 Penalty: 4535.205566
	Iteration 33F: 3 clusters Score -1042714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21320 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Entering Unmasked Estep 
Score: -2333243.250000 Penalty: 2471.915283
	Iteration 0F: 2 clusters Score -2333243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -2318235.250000 Penalty: 4943.830566
	Iteration 0F: 3 clusters Score -2318235 nChanged 9446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10336 members 
Mstep: Class 2 contains 10984 members 
Entering Unmasked Estep 
Score: -2323326.750000 Penalty: 4943.830566
	Iteration 1F: 3 clusters Score -2323327 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 11115 members 
Entering Unmasked Estep 
Score: -2323768.750000 Penalty: 4943.830566
	Iteration 2F: 3 clusters Score -2323769 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -2324171.250000 Penalty: 4943.830566
	Iteration 3Q: 3 clusters Score -2324171 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 11420 members 
Entering Unmasked Estep 
Score: -2324605.000000 Penalty: 4943.830566
	Iteration 4Q: 3 clusters Score -2324605 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9671 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -2325059.500000 Penalty: 4943.830566
	Iteration 5Q: 3 clusters Score -2325060 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9483 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2325555.500000 Penalty: 4943.830566
	Iteration 6Q: 3 clusters Score -2325556 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9252 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -2326085.000000 Penalty: 4943.830566
	Iteration 7Q: 3 clusters Score -2326085 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 12338 members 
Entering Unmasked Estep 
Score: -2326693.750000 Penalty: 4943.830566
	Iteration 8Q: 3 clusters Score -2326694 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 12621 members 
Entering Unmasked Estep 
Score: -2327331.500000 Penalty: 4943.830566
	Iteration 9Q: 3 clusters Score -2327332 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 12916 members 
Entering Unmasked Estep 
Score: -2327897.250000 Penalty: 4943.830566
	Iteration 10Q: 3 clusters Score -2327897 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 13152 members 
Entering Unmasked Estep 
Score: -2328354.500000 Penalty: 4943.830566
	Iteration 11Q: 3 clusters Score -2328354 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -2328669.500000 Penalty: 4943.830566
	Iteration 12Q: 3 clusters Score -2328670 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7746 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -2328914.000000 Penalty: 4943.830566
	Iteration 13Q: 3 clusters Score -2328914 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -2329117.500000 Penalty: 4943.830566
	Iteration 14Q: 3 clusters Score -2329118 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 14073 members 
Entering Unmasked Estep 
Score: -2329248.500000 Penalty: 4943.830566
	Iteration 15Q: 3 clusters Score -2329248 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7025 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2329366.250000 Penalty: 4943.830566
	Iteration 16Q: 3 clusters Score -2329366 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 14511 members 
Entering Unmasked Estep 
Score: -2329466.750000 Penalty: 4943.830566
	Iteration 17Q: 3 clusters Score -2329467 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -2329511.000000 Penalty: 4943.830566
	Iteration 18Q: 3 clusters Score -2329511 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 14869 members 
Entering Unmasked Estep 
Score: -2329572.750000 Penalty: 4943.830566
	Iteration 19Q: 3 clusters Score -2329573 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -2329607.250000 Penalty: 4943.830566
	Iteration 20F: 3 clusters Score -2329607 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -2329649.250000 Penalty: 4943.830566
	Iteration 21Q: 3 clusters Score -2329649 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5987 members 
Mstep: Class 2 contains 15333 members 
Entering Unmasked Estep 
Score: -2329694.750000 Penalty: 4943.830566
	Iteration 22Q: 3 clusters Score -2329695 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -2329733.250000 Penalty: 4943.830566
	Iteration 23Q: 3 clusters Score -2329733 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5686 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -2329765.750000 Penalty: 4943.830566
	Iteration 24Q: 3 clusters Score -2329766 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -2329807.500000 Penalty: 4943.830566
	Iteration 25Q: 3 clusters Score -2329808 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5386 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -2329839.000000 Penalty: 4943.830566
	Iteration 26Q: 3 clusters Score -2329839 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 16082 members 
Entering Unmasked Estep 
Score: -2329883.750000 Penalty: 4943.830566
	Iteration 27Q: 3 clusters Score -2329884 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 16216 members 
Entering Unmasked Estep 
Score: -2329919.750000 Penalty: 4943.830566
	Iteration 28Q: 3 clusters Score -2329920 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4938 members 
Mstep: Class 2 contains 16382 members 
Entering Unmasked Estep 
Score: -2329959.500000 Penalty: 4943.830566
	Iteration 29Q: 3 clusters Score -2329960 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -2330010.250000 Penalty: 4943.830566
	Iteration 30Q: 3 clusters Score -2330010 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -2330054.000000 Penalty: 4943.830566
	Iteration 31Q: 3 clusters Score -2330054 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -2330122.250000 Penalty: 4943.830566
	Iteration 32Q: 3 clusters Score -2330122 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 17079 members 
Entering Unmasked Estep 
Score: -2330182.750000 Penalty: 4943.830566
	Iteration 33Q: 3 clusters Score -2330183 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -2330239.500000 Penalty: 4943.830566
	Iteration 34Q: 3 clusters Score -2330240 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -2330314.750000 Penalty: 4943.830566
	Iteration 35Q: 3 clusters Score -2330315 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -2330382.250000 Penalty: 4943.830566
	Iteration 36Q: 3 clusters Score -2330382 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 17878 members 
Entering Unmasked Estep 
Score: -2330468.000000 Penalty: 4943.830566
	Iteration 37Q: 3 clusters Score -2330468 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2330553.250000 Penalty: 4943.830566
	Iteration 38Q: 3 clusters Score -2330553 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2330632.250000 Penalty: 4943.830566
	Iteration 39Q: 3 clusters Score -2330632 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2330696.000000 Penalty: 4943.830566
	Iteration 40F: 3 clusters Score -2330696 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -2330760.250000 Penalty: 4943.830566
	Iteration 41Q: 3 clusters Score -2330760 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -2330836.250000 Penalty: 4943.830566
	Iteration 42Q: 3 clusters Score -2330836 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -2330906.500000 Penalty: 4943.830566
	Iteration 43Q: 3 clusters Score -2330906 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 19113 members 
Entering Unmasked Estep 
Score: -2330959.500000 Penalty: 4943.830566
	Iteration 44Q: 3 clusters Score -2330960 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 19243 members 
Entering Unmasked Estep 
Score: -2331016.500000 Penalty: 4943.830566
	Iteration 45Q: 3 clusters Score -2331016 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 19355 members 
Entering Unmasked Estep 
Score: -2331055.500000 Penalty: 4943.830566
	Iteration 46Q: 3 clusters Score -2331056 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2331089.500000 Penalty: 4943.830566
	Iteration 47Q: 3 clusters Score -2331090 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -2331122.250000 Penalty: 4943.830566
	Iteration 48Q: 3 clusters Score -2331122 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -2331153.500000 Penalty: 4943.830566
	Iteration 49Q: 3 clusters Score -2331154 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 19662 members 
Entering Unmasked Estep 
Score: -2331172.750000 Penalty: 4943.830566
	Iteration 50Q: 3 clusters Score -2331173 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 19712 members 
Entering Unmasked Estep 
Score: -2331191.500000 Penalty: 4943.830566
	Iteration 51Q: 3 clusters Score -2331192 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2331203.750000 Penalty: 4943.830566
	Iteration 52Q: 3 clusters Score -2331204 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19797 members 
Entering Unmasked Estep 
Score: -2331219.000000 Penalty: 4943.830566
	Iteration 53Q: 3 clusters Score -2331219 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19829 members 
Entering Unmasked Estep 
Score: -2331233.000000 Penalty: 4943.830566
	Iteration 54Q: 3 clusters Score -2331233 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -2331241.750000 Penalty: 4943.830566
	Iteration 55Q: 3 clusters Score -2331242 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -2331253.250000 Penalty: 4943.830566
	Iteration 56Q: 3 clusters Score -2331253 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -2331268.250000 Penalty: 4943.830566
	Iteration 57Q: 3 clusters Score -2331268 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 19963 members 
Entering Unmasked Estep 
Score: -2331272.000000 Penalty: 4943.830566
	Iteration 58Q: 3 clusters Score -2331272 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2331276.750000 Penalty: 4943.830566
	Iteration 59Q: 3 clusters Score -2331277 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 19999 members 
Entering Unmasked Estep 
Score: -2331283.000000 Penalty: 4943.830566
	Iteration 60F: 3 clusters Score -2331283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 20014 members 
Entering Unmasked Estep 
Score: -2331292.000000 Penalty: 4943.830566
	Iteration 61Q: 3 clusters Score -2331292 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -2331295.250000 Penalty: 4943.830566
	Iteration 62Q: 3 clusters Score -2331295 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -2331300.750000 Penalty: 4943.830566
	Iteration 63Q: 3 clusters Score -2331301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -2331300.250000 Penalty: 4943.830566
	Iteration 64Q: 3 clusters Score -2331300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -2331306.000000 Penalty: 4943.830566
	Iteration 65Q: 3 clusters Score -2331306 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2331309.250000 Penalty: 4943.830566
	Iteration 66Q: 3 clusters Score -2331309 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -2331310.250000 Penalty: 4943.830566
	Iteration 67Q: 3 clusters Score -2331310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -2331312.500000 Penalty: 4943.830566
	Iteration 68Q: 3 clusters Score -2331312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2331316.500000 Penalty: 4943.830566
	Iteration 69Q: 3 clusters Score -2331316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2331319.250000 Penalty: 4943.830566
	Iteration 70Q: 3 clusters Score -2331319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -2331318.250000 Penalty: 4943.830566
	Iteration 71Q: 3 clusters Score -2331318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -2331322.500000 Penalty: 4943.830566
	Iteration 72Q: 3 clusters Score -2331322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -2331323.500000 Penalty: 4943.830566
	Iteration 73Q: 3 clusters Score -2331324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2331322.500000 Penalty: 4943.830566
	Iteration 74Q: 3 clusters Score -2331322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -2331320.500000 Penalty: 4943.830566
	Iteration 75Q: 3 clusters Score -2331320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -2331321.250000 Penalty: 4943.830566
	Iteration 76Q: 3 clusters Score -2331321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -2331326.000000 Penalty: 4943.830566
	Iteration 77Q: 3 clusters Score -2331326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -2331328.250000 Penalty: 4943.830566
	Iteration 78Q: 3 clusters Score -2331328 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -2331329.250000 Penalty: 4943.830566
	Iteration 79Q: 3 clusters Score -2331329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -2331333.500000 Penalty: 4943.830566
	Iteration 80F: 3 clusters Score -2331334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 20144 members 
Entering Unmasked Estep 
Score: -2331334.500000 Penalty: 4943.830566
	Iteration 81Q: 3 clusters Score -2331334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 20153 members 
Entering Unmasked Estep 
Score: -2331336.000000 Penalty: 4943.830566
	Iteration 82Q: 3 clusters Score -2331336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -2331337.500000 Penalty: 4943.830566
	Iteration 83Q: 3 clusters Score -2331338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -2331339.750000 Penalty: 4943.830566
	Iteration 84Q: 3 clusters Score -2331340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 20182 members 
Entering Unmasked Estep 
Score: -2331348.000000 Penalty: 4943.830566
	Iteration 85Q: 3 clusters Score -2331348 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 20194 members 
Entering Unmasked Estep 
Score: -2331353.250000 Penalty: 4943.830566
	Iteration 86Q: 3 clusters Score -2331353 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -2331354.500000 Penalty: 4943.830566
	Iteration 87Q: 3 clusters Score -2331354 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -2331358.750000 Penalty: 4943.830566
	Iteration 88Q: 3 clusters Score -2331359 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 20228 members 
Entering Unmasked Estep 
Score: -2331364.250000 Penalty: 4943.830566
	Iteration 89Q: 3 clusters Score -2331364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -2331366.500000 Penalty: 4943.830566
	Iteration 90Q: 3 clusters Score -2331366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2331372.000000 Penalty: 4943.830566
	Iteration 91Q: 3 clusters Score -2331372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -2331374.500000 Penalty: 4943.830566
	Iteration 92Q: 3 clusters Score -2331374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 20257 members 
Entering Unmasked Estep 
Score: -2331376.500000 Penalty: 4943.830566
	Iteration 93Q: 3 clusters Score -2331376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -2331382.250000 Penalty: 4943.830566
	Iteration 94Q: 3 clusters Score -2331382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 20275 members 
Entering Unmasked Estep 
Score: -2331386.500000 Penalty: 4943.830566
	Iteration 95Q: 3 clusters Score -2331386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 20283 members 
Entering Unmasked Estep 
Score: -2331391.250000 Penalty: 4943.830566
	Iteration 96Q: 3 clusters Score -2331391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -2331398.000000 Penalty: 4943.830566
	Iteration 97Q: 3 clusters Score -2331398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -2331401.000000 Penalty: 4943.830566
	Iteration 98Q: 3 clusters Score -2331401 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2331401.750000 Penalty: 4943.830566
	Iteration 99Q: 3 clusters Score -2331402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -2331403.000000 Penalty: 4943.830566
	Iteration 100F: 3 clusters Score -2331403 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -2331410.250000 Penalty: 4943.830566
	Iteration 101Q: 3 clusters Score -2331410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 20323 members 
Entering Unmasked Estep 
Score: -2331415.000000 Penalty: 4943.830566
	Iteration 102Q: 3 clusters Score -2331415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2331415.500000 Penalty: 4943.830566
	Iteration 103Q: 3 clusters Score -2331416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -2331417.000000 Penalty: 4943.830566
	Iteration 104Q: 3 clusters Score -2331417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2331417.750000 Penalty: 4943.830566
	Iteration 105Q: 3 clusters Score -2331418 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20330 members 
Entering Unmasked Estep 
Score: -2331417.750000 Penalty: 4943.830566
	Iteration 106F: 3 clusters Score -2331418 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (65909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65909 members 
Entering Unmasked Estep 
Score: -7815742.500000 Penalty: 2751.815430
	Iteration 0F: 2 clusters Score -7815742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Mstep: Class 2 contains 32984 members 
Entering Unmasked Estep 
Score: -7771702.000000 Penalty: 5503.630859
	Iteration 0F: 3 clusters Score -7771702 nChanged 30674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -7788675.000000 Penalty: 5503.630859
	Iteration 1F: 3 clusters Score -7788675 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -7789314.500000 Penalty: 5503.630859
	Iteration 2Q: 3 clusters Score -7789314 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -7789970.500000 Penalty: 5503.630859
	Iteration 3Q: 3 clusters Score -7789970 nChanged 2364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 32953 members 
Entering Unmasked Estep 
Score: -7790672.000000 Penalty: 5503.630859
	Iteration 4Q: 3 clusters Score -7790672 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32881 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -7791348.500000 Penalty: 5503.630859
	Iteration 5Q: 3 clusters Score -7791348 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32808 members 
Mstep: Class 2 contains 33101 members 
Entering Unmasked Estep 
Score: -7792224.000000 Penalty: 5503.630859
	Iteration 6Q: 3 clusters Score -7792224 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 33164 members 
Entering Unmasked Estep 
Score: -7793377.000000 Penalty: 5503.630859
	Iteration 7Q: 3 clusters Score -7793377 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32689 members 
Mstep: Class 2 contains 33220 members 
Entering Unmasked Estep 
Score: -7794777.500000 Penalty: 5503.630859
	Iteration 8Q: 3 clusters Score -7794778 nChanged 3185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32686 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -7796593.500000 Penalty: 5503.630859
	Iteration 9Q: 3 clusters Score -7796594 nChanged 3681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32751 members 
Mstep: Class 2 contains 33158 members 
Entering Unmasked Estep 
Score: -7799101.000000 Penalty: 5503.630859
	Iteration 10F: 3 clusters Score -7799101 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32959 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -7801714.500000 Penalty: 5503.630859
	Iteration 11F: 3 clusters Score -7801714 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33257 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -7803673.500000 Penalty: 5503.630859
	Iteration 12F: 3 clusters Score -7803674 nChanged 2506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 32242 members 
Entering Unmasked Estep 
Score: -7804560.000000 Penalty: 5503.630859
	Iteration 13Q: 3 clusters Score -7804560 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34055 members 
Mstep: Class 2 contains 31854 members 
Entering Unmasked Estep 
Score: -7804923.500000 Penalty: 5503.630859
	Iteration 14Q: 3 clusters Score -7804924 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34447 members 
Mstep: Class 2 contains 31462 members 
Entering Unmasked Estep 
Score: -7805160.500000 Penalty: 5503.630859
	Iteration 15Q: 3 clusters Score -7805160 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34841 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -7805379.000000 Penalty: 5503.630859
	Iteration 16Q: 3 clusters Score -7805379 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35266 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -7805556.500000 Penalty: 5503.630859
	Iteration 17Q: 3 clusters Score -7805556 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35749 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -7805743.500000 Penalty: 5503.630859
	Iteration 18Q: 3 clusters Score -7805744 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36235 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -7805947.500000 Penalty: 5503.630859
	Iteration 19Q: 3 clusters Score -7805948 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 29188 members 
Entering Unmasked Estep 
Score: -7806169.500000 Penalty: 5503.630859
	Iteration 20F: 3 clusters Score -7806170 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37233 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -7806347.000000 Penalty: 5503.630859
	Iteration 21Q: 3 clusters Score -7806347 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37778 members 
Mstep: Class 2 contains 28131 members 
Entering Unmasked Estep 
Score: -7806524.500000 Penalty: 5503.630859
	Iteration 22Q: 3 clusters Score -7806524 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38317 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -7806815.000000 Penalty: 5503.630859
	Iteration 23Q: 3 clusters Score -7806815 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38866 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -7806969.500000 Penalty: 5503.630859
	Iteration 24Q: 3 clusters Score -7806970 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39393 members 
Mstep: Class 2 contains 26516 members 
Entering Unmasked Estep 
Score: -7807201.500000 Penalty: 5503.630859
	Iteration 25Q: 3 clusters Score -7807202 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39947 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -7807339.000000 Penalty: 5503.630859
	Iteration 26Q: 3 clusters Score -7807339 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40499 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -7807515.500000 Penalty: 5503.630859
	Iteration 27Q: 3 clusters Score -7807516 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41085 members 
Mstep: Class 2 contains 24824 members 
Entering Unmasked Estep 
Score: -7807658.000000 Penalty: 5503.630859
	Iteration 28Q: 3 clusters Score -7807658 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 24229 members 
Entering Unmasked Estep 
Score: -7807798.000000 Penalty: 5503.630859
	Iteration 29Q: 3 clusters Score -7807798 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42278 members 
Mstep: Class 2 contains 23631 members 
Entering Unmasked Estep 
Score: -7807962.000000 Penalty: 5503.630859
	Iteration 30Q: 3 clusters Score -7807962 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -7808078.000000 Penalty: 5503.630859
	Iteration 31Q: 3 clusters Score -7808078 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43435 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -7808230.000000 Penalty: 5503.630859
	Iteration 32Q: 3 clusters Score -7808230 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44023 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -7808324.000000 Penalty: 5503.630859
	Iteration 33Q: 3 clusters Score -7808324 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -7808435.000000 Penalty: 5503.630859
	Iteration 34Q: 3 clusters Score -7808435 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 20690 members 
Entering Unmasked Estep 
Score: -7808626.500000 Penalty: 5503.630859
	Iteration 35Q: 3 clusters Score -7808626 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45857 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -7808748.000000 Penalty: 5503.630859
	Iteration 36Q: 3 clusters Score -7808748 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46506 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -7808881.000000 Penalty: 5503.630859
	Iteration 37Q: 3 clusters Score -7808881 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47176 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -7809039.000000 Penalty: 5503.630859
	Iteration 38Q: 3 clusters Score -7809039 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -7809220.000000 Penalty: 5503.630859
	Iteration 39Q: 3 clusters Score -7809220 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48488 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -7809352.000000 Penalty: 5503.630859
	Iteration 40F: 3 clusters Score -7809352 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49102 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -7809485.000000 Penalty: 5503.630859
	Iteration 41Q: 3 clusters Score -7809485 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -7809619.000000 Penalty: 5503.630859
	Iteration 42Q: 3 clusters Score -7809619 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 15474 members 
Entering Unmasked Estep 
Score: -7809765.000000 Penalty: 5503.630859
	Iteration 43Q: 3 clusters Score -7809765 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51089 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -7809936.500000 Penalty: 5503.630859
	Iteration 44Q: 3 clusters Score -7809936 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -7810107.000000 Penalty: 5503.630859
	Iteration 45Q: 3 clusters Score -7810107 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52416 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -7810288.500000 Penalty: 5503.630859
	Iteration 46Q: 3 clusters Score -7810288 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53103 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -7810491.500000 Penalty: 5503.630859
	Iteration 47Q: 3 clusters Score -7810492 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 12156 members 
Entering Unmasked Estep 
Score: -7810659.000000 Penalty: 5503.630859
	Iteration 48Q: 3 clusters Score -7810659 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54377 members 
Mstep: Class 2 contains 11532 members 
Entering Unmasked Estep 
Score: -7810812.000000 Penalty: 5503.630859
	Iteration 49Q: 3 clusters Score -7810812 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54963 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -7810955.500000 Penalty: 5503.630859
	Iteration 50Q: 3 clusters Score -7810956 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 10365 members 
Entering Unmasked Estep 
Score: -7811149.000000 Penalty: 5503.630859
	Iteration 51Q: 3 clusters Score -7811149 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56147 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -7811295.500000 Penalty: 5503.630859
	Iteration 52Q: 3 clusters Score -7811296 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56716 members 
Mstep: Class 2 contains 9193 members 
Entering Unmasked Estep 
Score: -7811461.500000 Penalty: 5503.630859
	Iteration 53Q: 3 clusters Score -7811462 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57225 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -7811564.500000 Penalty: 5503.630859
	Iteration 54Q: 3 clusters Score -7811564 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57751 members 
Mstep: Class 2 contains 8158 members 
Entering Unmasked Estep 
Score: -7811721.500000 Penalty: 5503.630859
	Iteration 55Q: 3 clusters Score -7811722 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 7623 members 
Entering Unmasked Estep 
Score: -7811865.500000 Penalty: 5503.630859
	Iteration 56Q: 3 clusters Score -7811866 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58776 members 
Mstep: Class 2 contains 7133 members 
Entering Unmasked Estep 
Score: -7811999.000000 Penalty: 5503.630859
	Iteration 57Q: 3 clusters Score -7811999 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59233 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -7812175.500000 Penalty: 5503.630859
	Iteration 58Q: 3 clusters Score -7812176 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59654 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -7812288.500000 Penalty: 5503.630859
	Iteration 59Q: 3 clusters Score -7812288 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -7812398.000000 Penalty: 5503.630859
	Iteration 60F: 3 clusters Score -7812398 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60384 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -7812505.500000 Penalty: 5503.630859
	Iteration 61Q: 3 clusters Score -7812506 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60707 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -7812603.500000 Penalty: 5503.630859
	Iteration 62Q: 3 clusters Score -7812604 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61007 members 
Mstep: Class 2 contains 4902 members 
Entering Unmasked Estep 
Score: -7812677.500000 Penalty: 5503.630859
	Iteration 63Q: 3 clusters Score -7812678 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61260 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -7812783.500000 Penalty: 5503.630859
	Iteration 64Q: 3 clusters Score -7812784 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61481 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -7812821.000000 Penalty: 5503.630859
	Iteration 65Q: 3 clusters Score -7812821 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61683 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -7812861.000000 Penalty: 5503.630859
	Iteration 66Q: 3 clusters Score -7812861 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61864 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -7812899.000000 Penalty: 5503.630859
	Iteration 67Q: 3 clusters Score -7812899 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62037 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -7812949.500000 Penalty: 5503.630859
	Iteration 68Q: 3 clusters Score -7812950 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -7812976.000000 Penalty: 5503.630859
	Iteration 69Q: 3 clusters Score -7812976 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62351 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -7813025.500000 Penalty: 5503.630859
	Iteration 70Q: 3 clusters Score -7813026 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62478 members 
Mstep: Class 2 contains 3431 members 
Entering Unmasked Estep 
Score: -7813052.500000 Penalty: 5503.630859
	Iteration 71Q: 3 clusters Score -7813052 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62602 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -7813096.500000 Penalty: 5503.630859
	Iteration 72Q: 3 clusters Score -7813096 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62726 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -7813144.000000 Penalty: 5503.630859
	Iteration 73Q: 3 clusters Score -7813144 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62842 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -7813176.500000 Penalty: 5503.630859
	Iteration 74Q: 3 clusters Score -7813176 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62957 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -7813195.500000 Penalty: 5503.630859
	Iteration 75Q: 3 clusters Score -7813196 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63067 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -7813251.500000 Penalty: 5503.630859
	Iteration 76Q: 3 clusters Score -7813252 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63170 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -7813285.000000 Penalty: 5503.630859
	Iteration 77Q: 3 clusters Score -7813285 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63277 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -7813339.000000 Penalty: 5503.630859
	Iteration 78Q: 3 clusters Score -7813339 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63359 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -7813385.000000 Penalty: 5503.630859
	Iteration 79Q: 3 clusters Score -7813385 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63424 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -7813399.000000 Penalty: 5503.630859
	Iteration 80F: 3 clusters Score -7813399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63482 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -7813422.500000 Penalty: 5503.630859
	Iteration 81Q: 3 clusters Score -7813422 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63531 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -7813445.000000 Penalty: 5503.630859
	Iteration 82Q: 3 clusters Score -7813445 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63577 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -7813457.500000 Penalty: 5503.630859
	Iteration 83Q: 3 clusters Score -7813458 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63619 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -7813467.500000 Penalty: 5503.630859
	Iteration 84Q: 3 clusters Score -7813468 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63653 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -7813480.000000 Penalty: 5503.630859
	Iteration 85Q: 3 clusters Score -7813480 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63687 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -7813484.500000 Penalty: 5503.630859
	Iteration 86Q: 3 clusters Score -7813484 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63725 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -7813488.000000 Penalty: 5503.630859
	Iteration 87Q: 3 clusters Score -7813488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63759 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -7813491.000000 Penalty: 5503.630859
	Iteration 88Q: 3 clusters Score -7813491 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63791 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7813511.000000 Penalty: 5503.630859
	Iteration 89Q: 3 clusters Score -7813511 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63818 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7813510.500000 Penalty: 5503.630859
	Iteration 90Q: 3 clusters Score -7813510 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63847 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -7813506.500000 Penalty: 5503.630859
	Iteration 91Q: 3 clusters Score -7813506 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63883 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7813524.000000 Penalty: 5503.630859
	Iteration 92Q: 3 clusters Score -7813524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -7813523.000000 Penalty: 5503.630859
	Iteration 93Q: 3 clusters Score -7813523 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63936 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7813528.500000 Penalty: 5503.630859
	Iteration 94Q: 3 clusters Score -7813528 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63968 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7813535.000000 Penalty: 5503.630859
	Iteration 95Q: 3 clusters Score -7813535 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64001 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -7813527.500000 Penalty: 5503.630859
	Iteration 96Q: 3 clusters Score -7813528 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64026 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -7813538.500000 Penalty: 5503.630859
	Iteration 97Q: 3 clusters Score -7813538 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64049 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -7813548.500000 Penalty: 5503.630859
	Iteration 98Q: 3 clusters Score -7813548 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64072 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -7813562.500000 Penalty: 5503.630859
	Iteration 99Q: 3 clusters Score -7813562 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64094 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -7813570.000000 Penalty: 5503.630859
	Iteration 100F: 3 clusters Score -7813570 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64115 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -7813557.000000 Penalty: 5503.630859
	Iteration 101Q: 3 clusters Score -7813557 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64136 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -7813567.000000 Penalty: 5503.630859
	Iteration 102Q: 3 clusters Score -7813567 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64156 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7813574.000000 Penalty: 5503.630859
	Iteration 103Q: 3 clusters Score -7813574 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64176 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -7813569.500000 Penalty: 5503.630859
	Iteration 104Q: 3 clusters Score -7813570 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64185 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -7813582.000000 Penalty: 5503.630859
	Iteration 105Q: 3 clusters Score -7813582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64200 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -7813583.000000 Penalty: 5503.630859
	Iteration 106Q: 3 clusters Score -7813583 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64214 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -7813593.000000 Penalty: 5503.630859
	Iteration 107Q: 3 clusters Score -7813593 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64225 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -7813585.500000 Penalty: 5503.630859
	Iteration 108Q: 3 clusters Score -7813586 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64241 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -7813586.500000 Penalty: 5503.630859
	Iteration 109Q: 3 clusters Score -7813586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64251 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -7813584.000000 Penalty: 5503.630859
	Iteration 110Q: 3 clusters Score -7813584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64257 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -7813585.000000 Penalty: 5503.630859
	Iteration 111Q: 3 clusters Score -7813585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64265 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -7813594.500000 Penalty: 5503.630859
	Iteration 112Q: 3 clusters Score -7813594 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -7813592.500000 Penalty: 5503.630859
	Iteration 113Q: 3 clusters Score -7813592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64283 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -7813595.500000 Penalty: 5503.630859
	Iteration 114Q: 3 clusters Score -7813596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64285 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -7813601.000000 Penalty: 5503.630859
	Iteration 115Q: 3 clusters Score -7813601 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64286 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -7813602.500000 Penalty: 5503.630859
	Iteration 116Q: 3 clusters Score -7813602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64287 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -7813602.500000 Penalty: 5503.630859
	Iteration 117Q: 3 clusters Score -7813602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7813594.000000 Penalty: 5503.630859
	Iteration 118Q: 3 clusters Score -7813594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64288 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -7813594.000000 Penalty: 5503.630859
	Iteration 119F: 3 clusters Score -7813594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (45724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Entering Unmasked Estep 
Score: -5478639.500000 Penalty: 2661.133789
	Iteration 0F: 2 clusters Score -5478640 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 22915 members 
Entering Unmasked Estep 
Score: -5447720.500000 Penalty: 5322.267578
	Iteration 0F: 3 clusters Score -5447720 nChanged 20993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22526 members 
Mstep: Class 2 contains 23198 members 
Entering Unmasked Estep 
Score: -5459143.000000 Penalty: 5322.267578
	Iteration 1F: 3 clusters Score -5459143 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22320 members 
Mstep: Class 2 contains 23404 members 
Entering Unmasked Estep 
Score: -5459541.500000 Penalty: 5322.267578
	Iteration 2Q: 3 clusters Score -5459542 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -5459968.000000 Penalty: 5322.267578
	Iteration 3Q: 3 clusters Score -5459968 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 24320 members 
Entering Unmasked Estep 
Score: -5460400.500000 Penalty: 5322.267578
	Iteration 4Q: 3 clusters Score -5460400 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -5460929.500000 Penalty: 5322.267578
	Iteration 5Q: 3 clusters Score -5460930 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 26300 members 
Entering Unmasked Estep 
Score: -5461687.000000 Penalty: 5322.267578
	Iteration 6Q: 3 clusters Score -5461687 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -5462867.500000 Penalty: 5322.267578
	Iteration 7Q: 3 clusters Score -5462868 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -5464655.000000 Penalty: 5322.267578
	Iteration 8F: 3 clusters Score -5464655 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 33057 members 
Entering Unmasked Estep 
Score: -5466961.000000 Penalty: 5322.267578
	Iteration 9F: 3 clusters Score -5466961 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9658 members 
Mstep: Class 2 contains 36066 members 
Entering Unmasked Estep 
Score: -5469776.500000 Penalty: 5322.267578
	Iteration 10F: 3 clusters Score -5469776 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 38708 members 
Entering Unmasked Estep 
Score: -5472385.500000 Penalty: 5322.267578
	Iteration 11F: 3 clusters Score -5472386 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 40546 members 
Entering Unmasked Estep 
Score: -5474338.000000 Penalty: 5322.267578
	Iteration 12Q: 3 clusters Score -5474338 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 41549 members 
Entering Unmasked Estep 
Score: -5475405.500000 Penalty: 5322.267578
	Iteration 13Q: 3 clusters Score -5475406 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 42071 members 
Entering Unmasked Estep 
Score: -5475937.000000 Penalty: 5322.267578
	Iteration 14Q: 3 clusters Score -5475937 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 42422 members 
Entering Unmasked Estep 
Score: -5476201.500000 Penalty: 5322.267578
	Iteration 15Q: 3 clusters Score -5476202 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -5476334.000000 Penalty: 5322.267578
	Iteration 16Q: 3 clusters Score -5476334 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 42836 members 
Entering Unmasked Estep 
Score: -5476412.500000 Penalty: 5322.267578
	Iteration 17Q: 3 clusters Score -5476412 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -5476460.500000 Penalty: 5322.267578
	Iteration 18Q: 3 clusters Score -5476460 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 43099 members 
Entering Unmasked Estep 
Score: -5476501.000000 Penalty: 5322.267578
	Iteration 19Q: 3 clusters Score -5476501 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -5476526.500000 Penalty: 5322.267578
	Iteration 20F: 3 clusters Score -5476526 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 43254 members 
Entering Unmasked Estep 
Score: -5476550.000000 Penalty: 5322.267578
	Iteration 21Q: 3 clusters Score -5476550 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 43313 members 
Entering Unmasked Estep 
Score: -5476571.500000 Penalty: 5322.267578
	Iteration 22Q: 3 clusters Score -5476572 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -5476586.500000 Penalty: 5322.267578
	Iteration 23Q: 3 clusters Score -5476586 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 43415 members 
Entering Unmasked Estep 
Score: -5476587.000000 Penalty: 5322.267578
	Iteration 24Q: 3 clusters Score -5476587 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43448 members 
Entering Unmasked Estep 
Score: -5476613.500000 Penalty: 5322.267578
	Iteration 25Q: 3 clusters Score -5476614 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -5476611.000000 Penalty: 5322.267578
	Iteration 26Q: 3 clusters Score -5476611 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -5476620.500000 Penalty: 5322.267578
	Iteration 27Q: 3 clusters Score -5476620 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 43529 members 
Entering Unmasked Estep 
Score: -5476634.500000 Penalty: 5322.267578
	Iteration 28Q: 3 clusters Score -5476634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 43550 members 
Entering Unmasked Estep 
Score: -5476637.000000 Penalty: 5322.267578
	Iteration 29Q: 3 clusters Score -5476637 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2158 members 
Mstep: Class 2 contains 43566 members 
Entering Unmasked Estep 
Score: -5476644.000000 Penalty: 5322.267578
	Iteration 30Q: 3 clusters Score -5476644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 43581 members 
Entering Unmasked Estep 
Score: -5476630.000000 Penalty: 5322.267578
	Iteration 31Q: 3 clusters Score -5476630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 43590 members 
Entering Unmasked Estep 
Score: -5476642.000000 Penalty: 5322.267578
	Iteration 32Q: 3 clusters Score -5476642 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 43598 members 
Entering Unmasked Estep 
Score: -5476648.000000 Penalty: 5322.267578
	Iteration 33Q: 3 clusters Score -5476648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -5476673.000000 Penalty: 5322.267578
	Iteration 34Q: 3 clusters Score -5476673 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -5476663.500000 Penalty: 5322.267578
	Iteration 35Q: 3 clusters Score -5476664 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2095 members 
Mstep: Class 2 contains 43629 members 
Entering Unmasked Estep 
Score: -5476670.000000 Penalty: 5322.267578
	Iteration 36Q: 3 clusters Score -5476670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2083 members 
Mstep: Class 2 contains 43641 members 
Entering Unmasked Estep 
Score: -5476672.500000 Penalty: 5322.267578
	Iteration 37Q: 3 clusters Score -5476672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -5476672.500000 Penalty: 5322.267578
	Iteration 38Q: 3 clusters Score -5476672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -5476675.000000 Penalty: 5322.267578
	Iteration 39Q: 3 clusters Score -5476675 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -5476666.500000 Penalty: 5322.267578
	Iteration 40F: 3 clusters Score -5476666 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 43662 members 
Entering Unmasked Estep 
Score: -5476674.500000 Penalty: 5322.267578
	Iteration 41Q: 3 clusters Score -5476674 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2056 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -5476670.500000 Penalty: 5322.267578
	Iteration 42Q: 3 clusters Score -5476670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -5476672.500000 Penalty: 5322.267578
	Iteration 43Q: 3 clusters Score -5476672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -5476679.000000 Penalty: 5322.267578
	Iteration 44Q: 3 clusters Score -5476679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -5476676.000000 Penalty: 5322.267578
	Iteration 45Q: 3 clusters Score -5476676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 43682 members 
Entering Unmasked Estep 
Score: -5476687.000000 Penalty: 5322.267578
	Iteration 46Q: 3 clusters Score -5476687 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2035 members 
Mstep: Class 2 contains 43689 members 
Entering Unmasked Estep 
Score: -5476684.000000 Penalty: 5322.267578
	Iteration 47Q: 3 clusters Score -5476684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -5476675.500000 Penalty: 5322.267578
	Iteration 48Q: 3 clusters Score -5476676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 43699 members 
Entering Unmasked Estep 
Score: -5476678.500000 Penalty: 5322.267578
	Iteration 49Q: 3 clusters Score -5476678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -5476676.000000 Penalty: 5322.267578
	Iteration 50Q: 3 clusters Score -5476676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -5476677.500000 Penalty: 5322.267578
	Iteration 51Q: 3 clusters Score -5476678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -5476678.000000 Penalty: 5322.267578
	Iteration 52Q: 3 clusters Score -5476678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 43723 members 
Entering Unmasked Estep 
Score: -5476683.000000 Penalty: 5322.267578
	Iteration 53Q: 3 clusters Score -5476683 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -5476686.500000 Penalty: 5322.267578
	Iteration 54Q: 3 clusters Score -5476686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 43739 members 
Entering Unmasked Estep 
Score: -5476691.000000 Penalty: 5322.267578
	Iteration 55Q: 3 clusters Score -5476691 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -5476694.500000 Penalty: 5322.267578
	Iteration 56Q: 3 clusters Score -5476694 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 43748 members 
Entering Unmasked Estep 
Score: -5476692.500000 Penalty: 5322.267578
	Iteration 57Q: 3 clusters Score -5476692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -5476692.500000 Penalty: 5322.267578
	Iteration 58Q: 3 clusters Score -5476692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -5476690.500000 Penalty: 5322.267578
	Iteration 59Q: 3 clusters Score -5476690 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -5476690.500000 Penalty: 5322.267578
	Iteration 60F: 3 clusters Score -5476690 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24263 members 
Entering Unmasked Estep 
Score: -2455444.250000 Penalty: 2503.983643
	Iteration 0F: 2 clusters Score -2455444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -2438702.000000 Penalty: 5007.967285
	Iteration 0F: 3 clusters Score -2438702 nChanged 10698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 11050 members 
Entering Unmasked Estep 
Score: -2444661.250000 Penalty: 5007.967285
	Iteration 1F: 3 clusters Score -2444661 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 10442 members 
Entering Unmasked Estep 
Score: -2445354.750000 Penalty: 5007.967285
	Iteration 2F: 3 clusters Score -2445355 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14636 members 
Mstep: Class 2 contains 9627 members 
Entering Unmasked Estep 
Score: -2446105.250000 Penalty: 5007.967285
	Iteration 3F: 3 clusters Score -2446105 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -2446976.500000 Penalty: 5007.967285
	Iteration 4F: 3 clusters Score -2446976 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16817 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -2447976.000000 Penalty: 5007.967285
	Iteration 5F: 3 clusters Score -2447976 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -2449000.500000 Penalty: 5007.967285
	Iteration 6F: 3 clusters Score -2449000 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -2450007.000000 Penalty: 5007.967285
	Iteration 7F: 3 clusters Score -2450007 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -2450956.750000 Penalty: 5007.967285
	Iteration 8Q: 3 clusters Score -2450957 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2451737.750000 Penalty: 5007.967285
	Iteration 9Q: 3 clusters Score -2451738 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22030 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -2452323.500000 Penalty: 5007.967285
	Iteration 10Q: 3 clusters Score -2452324 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22508 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2452695.000000 Penalty: 5007.967285
	Iteration 11Q: 3 clusters Score -2452695 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22828 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -2452953.500000 Penalty: 5007.967285
	Iteration 12Q: 3 clusters Score -2452954 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -2453111.250000 Penalty: 5007.967285
	Iteration 13Q: 3 clusters Score -2453111 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23223 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -2453262.250000 Penalty: 5007.967285
	Iteration 14Q: 3 clusters Score -2453262 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -2453334.000000 Penalty: 5007.967285
	Iteration 15Q: 3 clusters Score -2453334 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2453378.750000 Penalty: 5007.967285
	Iteration 16Q: 3 clusters Score -2453379 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23452 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -2453410.250000 Penalty: 5007.967285
	Iteration 17Q: 3 clusters Score -2453410 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -2453441.500000 Penalty: 5007.967285
	Iteration 18Q: 3 clusters Score -2453442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -2453463.000000 Penalty: 5007.967285
	Iteration 19Q: 3 clusters Score -2453463 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -2453478.500000 Penalty: 5007.967285
	Iteration 20F: 3 clusters Score -2453478 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23532 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -2453488.750000 Penalty: 5007.967285
	Iteration 21Q: 3 clusters Score -2453489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -2453483.250000 Penalty: 5007.967285
	Iteration 22Q: 3 clusters Score -2453483 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -2453485.000000 Penalty: 5007.967285
	Iteration 23Q: 3 clusters Score -2453485 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -2453490.500000 Penalty: 5007.967285
	Iteration 24Q: 3 clusters Score -2453490 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -2453490.750000 Penalty: 5007.967285
	Iteration 25Q: 3 clusters Score -2453491 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -2453489.250000 Penalty: 5007.967285
	Iteration 26Q: 3 clusters Score -2453489 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -2453495.000000 Penalty: 5007.967285
	Iteration 27Q: 3 clusters Score -2453495 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2453496.500000 Penalty: 5007.967285
	Iteration 28Q: 3 clusters Score -2453496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23567 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -2453494.750000 Penalty: 5007.967285
	Iteration 29Q: 3 clusters Score -2453495 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -2453499.500000 Penalty: 5007.967285
	Iteration 30Q: 3 clusters Score -2453500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23571 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -2453502.000000 Penalty: 5007.967285
	Iteration 31Q: 3 clusters Score -2453502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23572 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -2453503.750000 Penalty: 5007.967285
	Iteration 32Q: 3 clusters Score -2453504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -2453503.000000 Penalty: 5007.967285
	Iteration 33Q: 3 clusters Score -2453503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2453504.500000 Penalty: 5007.967285
	Iteration 34Q: 3 clusters Score -2453504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23577 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -2453504.250000 Penalty: 5007.967285
	Iteration 35Q: 3 clusters Score -2453504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2453504.750000 Penalty: 5007.967285
	Iteration 36Q: 3 clusters Score -2453505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -2453504.750000 Penalty: 5007.967285
	Iteration 37F: 3 clusters Score -2453505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Entering Unmasked Estep 
Score: -1334118.625000 Penalty: 2327.492432
	Iteration 0F: 2 clusters Score -1334119 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -1325234.750000 Penalty: 4654.984863
	Iteration 0F: 3 clusters Score -1325235 nChanged 5033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6006 members 
Entering Unmasked Estep 
Score: -1327853.250000 Penalty: 4654.984863
	Iteration 1F: 3 clusters Score -1327853 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 6097 members 
Entering Unmasked Estep 
Score: -1328175.375000 Penalty: 4654.984863
	Iteration 2F: 3 clusters Score -1328175 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -1328433.375000 Penalty: 4654.984863
	Iteration 3Q: 3 clusters Score -1328433 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6268 members 
Entering Unmasked Estep 
Score: -1328656.250000 Penalty: 4654.984863
	Iteration 4Q: 3 clusters Score -1328656 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -1328859.625000 Penalty: 4654.984863
	Iteration 5Q: 3 clusters Score -1328860 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1329042.000000 Penalty: 4654.984863
	Iteration 6Q: 3 clusters Score -1329042 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1329189.750000 Penalty: 4654.984863
	Iteration 7Q: 3 clusters Score -1329190 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1329341.875000 Penalty: 4654.984863
	Iteration 8Q: 3 clusters Score -1329342 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -1329506.375000 Penalty: 4654.984863
	Iteration 9Q: 3 clusters Score -1329506 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 7485 members 
Entering Unmasked Estep 
Score: -1329664.625000 Penalty: 4654.984863
	Iteration 10Q: 3 clusters Score -1329665 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 7801 members 
Entering Unmasked Estep 
Score: -1329829.625000 Penalty: 4654.984863
	Iteration 11Q: 3 clusters Score -1329830 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1330045.875000 Penalty: 4654.984863
	Iteration 12Q: 3 clusters Score -1330046 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 8487 members 
Entering Unmasked Estep 
Score: -1330323.500000 Penalty: 4654.984863
	Iteration 13Q: 3 clusters Score -1330324 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3035 members 
Mstep: Class 2 contains 8874 members 
Entering Unmasked Estep 
Score: -1330657.250000 Penalty: 4654.984863
	Iteration 14Q: 3 clusters Score -1330657 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -1331012.875000 Penalty: 4654.984863
	Iteration 15Q: 3 clusters Score -1331013 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -1331368.000000 Penalty: 4654.984863
	Iteration 16Q: 3 clusters Score -1331368 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1331695.125000 Penalty: 4654.984863
	Iteration 17Q: 3 clusters Score -1331695 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -1331963.375000 Penalty: 4654.984863
	Iteration 18Q: 3 clusters Score -1331963 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 10480 members 
Entering Unmasked Estep 
Score: -1332152.000000 Penalty: 4654.984863
	Iteration 19Q: 3 clusters Score -1332152 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -1332296.375000 Penalty: 4654.984863
	Iteration 20F: 3 clusters Score -1332296 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 10790 members 
Entering Unmasked Estep 
Score: -1332409.500000 Penalty: 4654.984863
	Iteration 21Q: 3 clusters Score -1332410 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 10891 members 
Entering Unmasked Estep 
Score: -1332497.375000 Penalty: 4654.984863
	Iteration 22Q: 3 clusters Score -1332497 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -1332562.500000 Penalty: 4654.984863
	Iteration 23Q: 3 clusters Score -1332562 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 11049 members 
Entering Unmasked Estep 
Score: -1332628.500000 Penalty: 4654.984863
	Iteration 24Q: 3 clusters Score -1332628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -1332677.875000 Penalty: 4654.984863
	Iteration 25Q: 3 clusters Score -1332678 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -1332716.750000 Penalty: 4654.984863
	Iteration 26Q: 3 clusters Score -1332717 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -1332750.625000 Penalty: 4654.984863
	Iteration 27Q: 3 clusters Score -1332751 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -1332771.375000 Penalty: 4654.984863
	Iteration 28Q: 3 clusters Score -1332771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 11212 members 
Entering Unmasked Estep 
Score: -1332781.500000 Penalty: 4654.984863
	Iteration 29Q: 3 clusters Score -1332782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -1332788.125000 Penalty: 4654.984863
	Iteration 30Q: 3 clusters Score -1332788 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -1332791.625000 Penalty: 4654.984863
	Iteration 31Q: 3 clusters Score -1332792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 11243 members 
Entering Unmasked Estep 
Score: -1332797.750000 Penalty: 4654.984863
	Iteration 32Q: 3 clusters Score -1332798 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 11245 members 
Entering Unmasked Estep 
Score: -1332798.125000 Penalty: 4654.984863
	Iteration 33Q: 3 clusters Score -1332798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -1332802.500000 Penalty: 4654.984863
	Iteration 34Q: 3 clusters Score -1332802 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -1332801.750000 Penalty: 4654.984863
	Iteration 35Q: 3 clusters Score -1332802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 11251 members 
Entering Unmasked Estep 
Score: -1332802.625000 Penalty: 4654.984863
	Iteration 36Q: 3 clusters Score -1332803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -1332804.250000 Penalty: 4654.984863
	Iteration 37Q: 3 clusters Score -1332804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -1332807.000000 Penalty: 4654.984863
	Iteration 38Q: 3 clusters Score -1332807 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -1332808.000000 Penalty: 4654.984863
	Iteration 39Q: 3 clusters Score -1332808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -1332811.625000 Penalty: 4654.984863
	Iteration 40F: 3 clusters Score -1332812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (304243 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304243 members 
Entering Unmasked Estep 
Score: -35813668.000000 Penalty: 3131.144287
	Iteration 0F: 2 clusters Score -3.581367e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151782 members 
Mstep: Class 2 contains 152461 members 
Entering Unmasked Estep 
Score: -35619344.000000 Penalty: 6262.288574
	Iteration 0F: 3 clusters Score -3.561934e+07 nChanged 147674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145182 members 
Mstep: Class 2 contains 159061 members 
Entering Unmasked Estep 
Score: -35706304.000000 Penalty: 6262.288574
	Iteration 1F: 3 clusters Score -3.57063e+07 nChanged 7835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140763 members 
Mstep: Class 2 contains 163480 members 
Entering Unmasked Estep 
Score: -35707872.000000 Penalty: 6262.288574
	Iteration 2Q: 3 clusters Score -3.570787e+07 nChanged 9208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134025 members 
Mstep: Class 2 contains 170218 members 
Entering Unmasked Estep 
Score: -35710916.000000 Penalty: 6262.288574
	Iteration 3Q: 3 clusters Score -3.571092e+07 nChanged 11909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123884 members 
Mstep: Class 2 contains 180359 members 
Entering Unmasked Estep 
Score: -35716028.000000 Penalty: 6262.288574
	Iteration 4Q: 3 clusters Score -3.571603e+07 nChanged 15667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109603 members 
Mstep: Class 2 contains 194640 members 
Entering Unmasked Estep 
Score: -35725592.000000 Penalty: 6262.288574
	Iteration 5F: 3 clusters Score -3.572559e+07 nChanged 19030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91651 members 
Mstep: Class 2 contains 212592 members 
Entering Unmasked Estep 
Score: -35739256.000000 Penalty: 6262.288574
	Iteration 6F: 3 clusters Score -3.573926e+07 nChanged 20358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72299 members 
Mstep: Class 2 contains 231944 members 
Entering Unmasked Estep 
Score: -35756140.000000 Penalty: 6262.288574
	Iteration 7F: 3 clusters Score -3.575614e+07 nChanged 18706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54725 members 
Mstep: Class 2 contains 249518 members 
Entering Unmasked Estep 
Score: -35772492.000000 Penalty: 6262.288574
	Iteration 8F: 3 clusters Score -3.577249e+07 nChanged 14764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 262980 members 
Entering Unmasked Estep 
Score: -35785656.000000 Penalty: 6262.288574
	Iteration 9Q: 3 clusters Score -3.578566e+07 nChanged 10797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31750 members 
Mstep: Class 2 contains 272493 members 
Entering Unmasked Estep 
Score: -35794264.000000 Penalty: 6262.288574
	Iteration 10Q: 3 clusters Score -3.579426e+07 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 279174 members 
Entering Unmasked Estep 
Score: -35799724.000000 Penalty: 6262.288574
	Iteration 11Q: 3 clusters Score -3.579972e+07 nChanged 5600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 284070 members 
Entering Unmasked Estep 
Score: -35803584.000000 Penalty: 6262.288574
	Iteration 12Q: 3 clusters Score -3.580358e+07 nChanged 4250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16433 members 
Mstep: Class 2 contains 287810 members 
Entering Unmasked Estep 
Score: -35806316.000000 Penalty: 6262.288574
	Iteration 13Q: 3 clusters Score -3.580632e+07 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13422 members 
Mstep: Class 2 contains 290821 members 
Entering Unmasked Estep 
Score: -35808488.000000 Penalty: 6262.288574
	Iteration 14Q: 3 clusters Score -3.580849e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10974 members 
Mstep: Class 2 contains 293269 members 
Entering Unmasked Estep 
Score: -35809408.000000 Penalty: 6262.288574
	Iteration 15Q: 3 clusters Score -3.580941e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 295152 members 
Entering Unmasked Estep 
Score: -35809852.000000 Penalty: 6262.288574
	Iteration 16Q: 3 clusters Score -3.580985e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 296681 members 
Entering Unmasked Estep 
Score: -35810252.000000 Penalty: 6262.288574
	Iteration 17Q: 3 clusters Score -3.581025e+07 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 297865 members 
Entering Unmasked Estep 
Score: -35810672.000000 Penalty: 6262.288574
	Iteration 18Q: 3 clusters Score -3.581067e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 298778 members 
Entering Unmasked Estep 
Score: -35811000.000000 Penalty: 6262.288574
	Iteration 19Q: 3 clusters Score -3.5811e+07 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 299500 members 
Entering Unmasked Estep 
Score: -35811124.000000 Penalty: 6262.288574
	Iteration 20F: 3 clusters Score -3.581112e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 300073 members 
Entering Unmasked Estep 
Score: -35811280.000000 Penalty: 6262.288574
	Iteration 21Q: 3 clusters Score -3.581128e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 300553 members 
Entering Unmasked Estep 
Score: -35811340.000000 Penalty: 6262.288574
	Iteration 22Q: 3 clusters Score -3.581134e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 300909 members 
Entering Unmasked Estep 
Score: -35811448.000000 Penalty: 6262.288574
	Iteration 23Q: 3 clusters Score -3.581145e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 301199 members 
Entering Unmasked Estep 
Score: -35811420.000000 Penalty: 6262.288574
	Iteration 24Q: 3 clusters Score -3.581142e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 301418 members 
Entering Unmasked Estep 
Score: -35811456.000000 Penalty: 6262.288574
	Iteration 25Q: 3 clusters Score -3.581146e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 301587 members 
Entering Unmasked Estep 
Score: -35811416.000000 Penalty: 6262.288574
	Iteration 26Q: 3 clusters Score -3.581142e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 301746 members 
Entering Unmasked Estep 
Score: -35811388.000000 Penalty: 6262.288574
	Iteration 27Q: 3 clusters Score -3.581139e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 301862 members 
Entering Unmasked Estep 
Score: -35811432.000000 Penalty: 6262.288574
	Iteration 28Q: 3 clusters Score -3.581143e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 301964 members 
Entering Unmasked Estep 
Score: -35811444.000000 Penalty: 6262.288574
	Iteration 29Q: 3 clusters Score -3.581144e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 302064 members 
Entering Unmasked Estep 
Score: -35811472.000000 Penalty: 6262.288574
	Iteration 30Q: 3 clusters Score -3.581147e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 302140 members 
Entering Unmasked Estep 
Score: -35811476.000000 Penalty: 6262.288574
	Iteration 31Q: 3 clusters Score -3.581148e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 302203 members 
Entering Unmasked Estep 
Score: -35811468.000000 Penalty: 6262.288574
	Iteration 32Q: 3 clusters Score -3.581147e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 302239 members 
Entering Unmasked Estep 
Score: -35811468.000000 Penalty: 6262.288574
	Iteration 33Q: 3 clusters Score -3.581147e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 302269 members 
Entering Unmasked Estep 
Score: -35811472.000000 Penalty: 6262.288574
	Iteration 34Q: 3 clusters Score -3.581147e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 302307 members 
Entering Unmasked Estep 
Score: -35811464.000000 Penalty: 6262.288574
	Iteration 35Q: 3 clusters Score -3.581146e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 302342 members 
Entering Unmasked Estep 
Score: -35811504.000000 Penalty: 6262.288574
	Iteration 36Q: 3 clusters Score -3.58115e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 302374 members 
Entering Unmasked Estep 
Score: -35811500.000000 Penalty: 6262.288574
	Iteration 37Q: 3 clusters Score -3.58115e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 302392 members 
Entering Unmasked Estep 
Score: -35811464.000000 Penalty: 6262.288574
	Iteration 38Q: 3 clusters Score -3.581146e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 302406 members 
Entering Unmasked Estep 
Score: -35811508.000000 Penalty: 6262.288574
	Iteration 39Q: 3 clusters Score -3.581151e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 302430 members 
Entering Unmasked Estep 
Score: -35811536.000000 Penalty: 6262.288574
	Iteration 40F: 3 clusters Score -3.581154e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 302458 members 
Entering Unmasked Estep 
Score: -35811548.000000 Penalty: 6262.288574
	Iteration 41Q: 3 clusters Score -3.581155e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 302477 members 
Entering Unmasked Estep 
Score: -35811524.000000 Penalty: 6262.288574
	Iteration 42Q: 3 clusters Score -3.581152e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 302497 members 
Entering Unmasked Estep 
Score: -35811548.000000 Penalty: 6262.288574
	Iteration 43Q: 3 clusters Score -3.581155e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 302524 members 
Entering Unmasked Estep 
Score: -35811544.000000 Penalty: 6262.288574
	Iteration 44Q: 3 clusters Score -3.581154e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 302541 members 
Entering Unmasked Estep 
Score: -35811544.000000 Penalty: 6262.288574
	Iteration 45Q: 3 clusters Score -3.581154e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 302562 members 
Entering Unmasked Estep 
Score: -35811552.000000 Penalty: 6262.288574
	Iteration 46Q: 3 clusters Score -3.581155e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 302573 members 
Entering Unmasked Estep 
Score: -35811584.000000 Penalty: 6262.288574
	Iteration 47Q: 3 clusters Score -3.581158e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 302577 members 
Entering Unmasked Estep 
Score: -35811536.000000 Penalty: 6262.288574
	Iteration 48Q: 3 clusters Score -3.581154e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 302590 members 
Entering Unmasked Estep 
Score: -35811592.000000 Penalty: 6262.288574
	Iteration 49Q: 3 clusters Score -3.581159e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 302599 members 
Entering Unmasked Estep 
Score: -35811580.000000 Penalty: 6262.288574
	Iteration 50Q: 3 clusters Score -3.581158e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 302604 members 
Entering Unmasked Estep 
Score: -35811576.000000 Penalty: 6262.288574
	Iteration 51Q: 3 clusters Score -3.581158e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 302616 members 
Entering Unmasked Estep 
Score: -35811600.000000 Penalty: 6262.288574
	Iteration 52Q: 3 clusters Score -3.58116e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 302625 members 
Entering Unmasked Estep 
Score: -35811604.000000 Penalty: 6262.288574
	Iteration 53Q: 3 clusters Score -3.58116e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 302637 members 
Entering Unmasked Estep 
Score: -35811608.000000 Penalty: 6262.288574
	Iteration 54Q: 3 clusters Score -3.581161e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 302645 members 
Entering Unmasked Estep 
Score: -35811616.000000 Penalty: 6262.288574
	Iteration 55Q: 3 clusters Score -3.581162e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 302654 members 
Entering Unmasked Estep 
Score: -35811616.000000 Penalty: 6262.288574
	Iteration 56Q: 3 clusters Score -3.581162e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 302660 members 
Entering Unmasked Estep 
Score: -35811596.000000 Penalty: 6262.288574
	Iteration 57Q: 3 clusters Score -3.58116e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 302666 members 
Entering Unmasked Estep 
Score: -35811588.000000 Penalty: 6262.288574
	Iteration 58Q: 3 clusters Score -3.581159e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 302670 members 
Entering Unmasked Estep 
Score: -35811564.000000 Penalty: 6262.288574
	Iteration 59Q: 3 clusters Score -3.581156e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 302676 members 
Entering Unmasked Estep 
Score: -35811592.000000 Penalty: 6262.288574
	Iteration 60F: 3 clusters Score -3.581159e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 302683 members 
Entering Unmasked Estep 
Score: -35811596.000000 Penalty: 6262.288574
	Iteration 61Q: 3 clusters Score -3.58116e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 302689 members 
Entering Unmasked Estep 
Score: -35811604.000000 Penalty: 6262.288574
	Iteration 62Q: 3 clusters Score -3.58116e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 302694 members 
Entering Unmasked Estep 
Score: -35811624.000000 Penalty: 6262.288574
	Iteration 63Q: 3 clusters Score -3.581162e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 302704 members 
Entering Unmasked Estep 
Score: -35811612.000000 Penalty: 6262.288574
	Iteration 64Q: 3 clusters Score -3.581161e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 302715 members 
Entering Unmasked Estep 
Score: -35811628.000000 Penalty: 6262.288574
	Iteration 65Q: 3 clusters Score -3.581163e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 302726 members 
Entering Unmasked Estep 
Score: -35811644.000000 Penalty: 6262.288574
	Iteration 66Q: 3 clusters Score -3.581164e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 302739 members 
Entering Unmasked Estep 
Score: -35811624.000000 Penalty: 6262.288574
	Iteration 67Q: 3 clusters Score -3.581162e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 302753 members 
Entering Unmasked Estep 
Score: -35811604.000000 Penalty: 6262.288574
	Iteration 68Q: 3 clusters Score -3.58116e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 302762 members 
Entering Unmasked Estep 
Score: -35811584.000000 Penalty: 6262.288574
	Iteration 69Q: 3 clusters Score -3.581158e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 302772 members 
Entering Unmasked Estep 
Score: -35811620.000000 Penalty: 6262.288574
	Iteration 70Q: 3 clusters Score -3.581162e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 302780 members 
Entering Unmasked Estep 
Score: -35811628.000000 Penalty: 6262.288574
	Iteration 71Q: 3 clusters Score -3.581163e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 302786 members 
Entering Unmasked Estep 
Score: -35811628.000000 Penalty: 6262.288574
	Iteration 72Q: 3 clusters Score -3.581163e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 302790 members 
Entering Unmasked Estep 
Score: -35811640.000000 Penalty: 6262.288574
	Iteration 73Q: 3 clusters Score -3.581164e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 302798 members 
Entering Unmasked Estep 
Score: -35811660.000000 Penalty: 6262.288574
	Iteration 74Q: 3 clusters Score -3.581166e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 302803 members 
Entering Unmasked Estep 
Score: -35811644.000000 Penalty: 6262.288574
	Iteration 75Q: 3 clusters Score -3.581164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 302805 members 
Entering Unmasked Estep 
Score: -35811632.000000 Penalty: 6262.288574
	Iteration 76Q: 3 clusters Score -3.581163e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 302810 members 
Entering Unmasked Estep 
Score: -35811640.000000 Penalty: 6262.288574
	Iteration 77Q: 3 clusters Score -3.581164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 302816 members 
Entering Unmasked Estep 
Score: -35811628.000000 Penalty: 6262.288574
	Iteration 78Q: 3 clusters Score -3.581163e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 302820 members 
Entering Unmasked Estep 
Score: -35811620.000000 Penalty: 6262.288574
	Iteration 79Q: 3 clusters Score -3.581162e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 302822 members 
Entering Unmasked Estep 
Score: -35811616.000000 Penalty: 6262.288574
	Iteration 80F: 3 clusters Score -3.581162e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 302825 members 
Entering Unmasked Estep 
Score: -35811644.000000 Penalty: 6262.288574
	Iteration 81Q: 3 clusters Score -3.581164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 302829 members 
Entering Unmasked Estep 
Score: -35811632.000000 Penalty: 6262.288574
	Iteration 82Q: 3 clusters Score -3.581163e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 302835 members 
Entering Unmasked Estep 
Score: -35811644.000000 Penalty: 6262.288574
	Iteration 83Q: 3 clusters Score -3.581164e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 302840 members 
Entering Unmasked Estep 
Score: -35811644.000000 Penalty: 6262.288574
	Iteration 84Q: 3 clusters Score -3.581164e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 302846 members 
Entering Unmasked Estep 
Score: -35811648.000000 Penalty: 6262.288574
	Iteration 85Q: 3 clusters Score -3.581165e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 302849 members 
Entering Unmasked Estep 
Score: -35811644.000000 Penalty: 6262.288574
	Iteration 86Q: 3 clusters Score -3.581164e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 302853 members 
Entering Unmasked Estep 
Score: -35811636.000000 Penalty: 6262.288574
	Iteration 87Q: 3 clusters Score -3.581164e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 302851 members 
Entering Unmasked Estep 
Score: -35811644.000000 Penalty: 6262.288574
	Iteration 88Q: 3 clusters Score -3.581164e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 302854 members 
Entering Unmasked Estep 
Score: -35811620.000000 Penalty: 6262.288574
	Iteration 89Q: 3 clusters Score -3.581162e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 302856 members 
Entering Unmasked Estep 
Score: -35811616.000000 Penalty: 6262.288574
	Iteration 90Q: 3 clusters Score -3.581162e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 302857 members 
Entering Unmasked Estep 
Score: -35811596.000000 Penalty: 6262.288574
	Iteration 91Q: 3 clusters Score -3.58116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 302857 members 
Entering Unmasked Estep 
Score: -35811596.000000 Penalty: 6262.288574
	Iteration 92F: 3 clusters Score -3.58116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -247259.718750 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -247259.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -244440.546875 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -244440.5 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -245200.390625 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -245200.4 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -245630.031250 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -245630 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -245839.578125 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -245839.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -245994.000000 Penalty: 3846.647949
	Iteration 4F: 3 clusters Score -245994 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1450 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -246182.156250 Penalty: 3846.647949
	Iteration 5Q: 3 clusters Score -246182.2 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -246375.187500 Penalty: 3846.647949
	Iteration 6Q: 3 clusters Score -246375.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -246614.109375 Penalty: 3846.647949
	Iteration 7Q: 3 clusters Score -246614.1 nChanged 92
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: -246835.406250 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -246835.4 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -247031.781250 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -247031.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -247154.734375 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -247154.7 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -247212.437500 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -247212.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -247254.187500 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -247254.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -247290.890625 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -247290.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -247318.062500 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -247318.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -247337.687500 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -247337.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -247349.937500 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -247349.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -247366.359375 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -247366.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -247380.281250 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -247380.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -247398.531250 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -247398.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -247422.031250 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -247422 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -247456.234375 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -247456.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -247488.406250 Penalty: 3846.647949
	Iteration 22Q: 3 clusters Score -247488.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -247534.328125 Penalty: 3846.647949
	Iteration 23Q: 3 clusters Score -247534.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -247613.578125 Penalty: 3846.647949
	Iteration 24Q: 3 clusters Score -247613.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -247739.468750 Penalty: 3846.647949
	Iteration 25Q: 3 clusters Score -247739.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -247884.937500 Penalty: 3846.647949
	Iteration 26Q: 3 clusters Score -247884.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -247994.421875 Penalty: 3846.647949
	Iteration 27Q: 3 clusters Score -247994.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -248033.406250 Penalty: 3846.647949
	Iteration 28Q: 3 clusters Score -248033.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -248048.343750 Penalty: 3846.647949
	Iteration 29Q: 3 clusters Score -248048.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -248052.765625 Penalty: 3846.647949
	Iteration 30Q: 3 clusters Score -248052.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -248053.609375 Penalty: 3846.647949
	Iteration 31Q: 3 clusters Score -248053.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -248056.031250 Penalty: 3846.647949
	Iteration 32Q: 3 clusters Score -248056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -248056.203125 Penalty: 3846.647949
	Iteration 33Q: 3 clusters Score -248056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -248056.203125 Penalty: 3846.647949
	Iteration 34F: 3 clusters Score -248056.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 6362 members 
Mstep: Class 3 contains 302491 members 
Mstep: Class 4 contains 9354 members 
Mstep: Class 5 contains 21320 members 
Mstep: Class 6 contains 65909 members 
Mstep: Class 7 contains 45724 members 
Mstep: Class 8 contains 24263 members 
Mstep: Class 9 contains 11909 members 
Mstep: Class 10 contains 304243 members 
Mstep: Class 11 contains 1080 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 17815 members 
Mstep: Class 14 contains 195170 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 16947 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 18813 members 
Mstep: Class 19 contains 211884 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8337 members 
Mstep: Class 24 contains 79263 members 
Mstep: Class 25 contains 11963 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 614 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 1254 members 
Entering Unmasked Estep 
Score: -161447264.000000 Penalty: 101876.304688
Splitting cluster 11 changes total score from -161448208.000000 to -161447264.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (7016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Entering Unmasked Estep 
Score: -817185.875000 Penalty: 2196.275146
	Iteration 0F: 2 clusters Score -817185.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -811381.375000 Penalty: 4392.550293
	Iteration 0F: 3 clusters Score -811381.4 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -812853.625000 Penalty: 4392.550293
	Iteration 1F: 3 clusters Score -812853.6 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -813105.875000 Penalty: 4392.550293
	Iteration 2F: 3 clusters Score -813105.9 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -813264.562500 Penalty: 4392.550293
	Iteration 3Q: 3 clusters Score -813264.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -813376.750000 Penalty: 4392.550293
	Iteration 4Q: 3 clusters Score -813376.8 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -813473.000000 Penalty: 4392.550293
	Iteration 5Q: 3 clusters Score -813473 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -813551.562500 Penalty: 4392.550293
	Iteration 6Q: 3 clusters Score -813551.6 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2569 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -813619.812500 Penalty: 4392.550293
	Iteration 7Q: 3 clusters Score -813619.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -813691.750000 Penalty: 4392.550293
	Iteration 8Q: 3 clusters Score -813691.8 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4725 members 
Entering Unmasked Estep 
Score: -813773.062500 Penalty: 4392.550293
	Iteration 9Q: 3 clusters Score -813773.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -813870.687500 Penalty: 4392.550293
	Iteration 10Q: 3 clusters Score -813870.7 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -813961.687500 Penalty: 4392.550293
	Iteration 11Q: 3 clusters Score -813961.7 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 5245 members 
Entering Unmasked Estep 
Score: -814061.000000 Penalty: 4392.550293
	Iteration 12Q: 3 clusters Score -814061 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5415 members 
Entering Unmasked Estep 
Score: -814175.562500 Penalty: 4392.550293
	Iteration 13Q: 3 clusters Score -814175.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -814297.625000 Penalty: 4392.550293
	Iteration 14Q: 3 clusters Score -814297.6 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -814412.875000 Penalty: 4392.550293
	Iteration 15Q: 3 clusters Score -814412.9 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -814534.187500 Penalty: 4392.550293
	Iteration 16Q: 3 clusters Score -814534.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 6042 members 
Entering Unmasked Estep 
Score: -814641.562500 Penalty: 4392.550293
	Iteration 17Q: 3 clusters Score -814641.6 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -814743.625000 Penalty: 4392.550293
	Iteration 18Q: 3 clusters Score -814743.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -814835.937500 Penalty: 4392.550293
	Iteration 19Q: 3 clusters Score -814835.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -814939.937500 Penalty: 4392.550293
	Iteration 20F: 3 clusters Score -814939.9 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -815028.875000 Penalty: 4392.550293
	Iteration 21Q: 3 clusters Score -815028.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -815098.437500 Penalty: 4392.550293
	Iteration 22Q: 3 clusters Score -815098.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 6582 members 
Entering Unmasked Estep 
Score: -815146.437500 Penalty: 4392.550293
	Iteration 23Q: 3 clusters Score -815146.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -815175.937500 Penalty: 4392.550293
	Iteration 24Q: 3 clusters Score -815175.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -815199.687500 Penalty: 4392.550293
	Iteration 25Q: 3 clusters Score -815199.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -815215.812500 Penalty: 4392.550293
	Iteration 26Q: 3 clusters Score -815215.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -815227.500000 Penalty: 4392.550293
	Iteration 27Q: 3 clusters Score -815227.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -815239.937500 Penalty: 4392.550293
	Iteration 28Q: 3 clusters Score -815239.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -815244.500000 Penalty: 4392.550293
	Iteration 29Q: 3 clusters Score -815244.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -815248.312500 Penalty: 4392.550293
	Iteration 30Q: 3 clusters Score -815248.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -815254.375000 Penalty: 4392.550293
	Iteration 31Q: 3 clusters Score -815254.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -815253.750000 Penalty: 4392.550293
	Iteration 32Q: 3 clusters Score -815253.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 6684 members 
Entering Unmasked Estep 
Score: -815253.750000 Penalty: 4392.550293
	Iteration 33F: 3 clusters Score -815253.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (17815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Entering Unmasked Estep 
Score: -2135206.750000 Penalty: 2427.373535
	Iteration 0F: 2 clusters Score -2135207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -2122520.750000 Penalty: 4854.747070
	Iteration 0F: 3 clusters Score -2122521 nChanged 7787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 8720 members 
Entering Unmasked Estep 
Score: -2126819.000000 Penalty: 4854.747070
	Iteration 1F: 3 clusters Score -2126819 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -2127237.500000 Penalty: 4854.747070
	Iteration 2F: 3 clusters Score -2127238 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2127610.500000 Penalty: 4854.747070
	Iteration 3F: 3 clusters Score -2127610 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -2127912.750000 Penalty: 4854.747070
	Iteration 4Q: 3 clusters Score -2127913 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -2128208.750000 Penalty: 4854.747070
	Iteration 5Q: 3 clusters Score -2128209 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10034 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -2128493.750000 Penalty: 4854.747070
	Iteration 6Q: 3 clusters Score -2128494 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -2128828.750000 Penalty: 4854.747070
	Iteration 7Q: 3 clusters Score -2128829 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2129300.000000 Penalty: 4854.747070
	Iteration 8Q: 3 clusters Score -2129300 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11383 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -2129905.500000 Penalty: 4854.747070
	Iteration 9Q: 3 clusters Score -2129906 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -2130626.500000 Penalty: 4854.747070
	Iteration 10F: 3 clusters Score -2130626 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12565 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -2131333.000000 Penalty: 4854.747070
	Iteration 11Q: 3 clusters Score -2131333 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13029 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -2131908.000000 Penalty: 4854.747070
	Iteration 12Q: 3 clusters Score -2131908 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13407 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -2132338.500000 Penalty: 4854.747070
	Iteration 13Q: 3 clusters Score -2132338 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13740 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -2132644.750000 Penalty: 4854.747070
	Iteration 14Q: 3 clusters Score -2132645 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14018 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -2132841.000000 Penalty: 4854.747070
	Iteration 15Q: 3 clusters Score -2132841 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -2132948.750000 Penalty: 4854.747070
	Iteration 16Q: 3 clusters Score -2132949 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -2133041.250000 Penalty: 4854.747070
	Iteration 17Q: 3 clusters Score -2133041 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -2133119.000000 Penalty: 4854.747070
	Iteration 18Q: 3 clusters Score -2133119 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14672 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2133173.000000 Penalty: 4854.747070
	Iteration 19Q: 3 clusters Score -2133173 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14780 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2133209.750000 Penalty: 4854.747070
	Iteration 20F: 3 clusters Score -2133210 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -2133240.000000 Penalty: 4854.747070
	Iteration 21Q: 3 clusters Score -2133240 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14962 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -2133270.000000 Penalty: 4854.747070
	Iteration 22Q: 3 clusters Score -2133270 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15040 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -2133291.500000 Penalty: 4854.747070
	Iteration 23Q: 3 clusters Score -2133292 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15098 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -2133317.500000 Penalty: 4854.747070
	Iteration 24Q: 3 clusters Score -2133318 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15138 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -2133324.500000 Penalty: 4854.747070
	Iteration 25Q: 3 clusters Score -2133324 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15180 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -2133335.500000 Penalty: 4854.747070
	Iteration 26Q: 3 clusters Score -2133336 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -2133345.250000 Penalty: 4854.747070
	Iteration 27Q: 3 clusters Score -2133345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -2133347.500000 Penalty: 4854.747070
	Iteration 28Q: 3 clusters Score -2133348 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -2133351.750000 Penalty: 4854.747070
	Iteration 29Q: 3 clusters Score -2133352 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -2133360.000000 Penalty: 4854.747070
	Iteration 30Q: 3 clusters Score -2133360 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -2133357.000000 Penalty: 4854.747070
	Iteration 31Q: 3 clusters Score -2133357 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15326 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -2133366.500000 Penalty: 4854.747070
	Iteration 32Q: 3 clusters Score -2133366 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -2133367.750000 Penalty: 4854.747070
	Iteration 33Q: 3 clusters Score -2133368 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15344 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -2133366.000000 Penalty: 4854.747070
	Iteration 34Q: 3 clusters Score -2133366 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -2133375.250000 Penalty: 4854.747070
	Iteration 35Q: 3 clusters Score -2133375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -2133373.750000 Penalty: 4854.747070
	Iteration 36Q: 3 clusters Score -2133374 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -2133374.750000 Penalty: 4854.747070
	Iteration 37Q: 3 clusters Score -2133375 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15391 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -2133378.500000 Penalty: 4854.747070
	Iteration 38Q: 3 clusters Score -2133378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -2133380.750000 Penalty: 4854.747070
	Iteration 39Q: 3 clusters Score -2133381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15403 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2133378.250000 Penalty: 4854.747070
	Iteration 40F: 3 clusters Score -2133378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15407 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -2133377.500000 Penalty: 4854.747070
	Iteration 41Q: 3 clusters Score -2133378 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2133381.500000 Penalty: 4854.747070
	Iteration 42Q: 3 clusters Score -2133382 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -2133381.500000 Penalty: 4854.747070
	Iteration 43F: 3 clusters Score -2133382 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (195170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195170 members 
Entering Unmasked Estep 
Score: -22960178.000000 Penalty: 3021.043213
	Iteration 0F: 2 clusters Score -2.296018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97547 members 
Mstep: Class 2 contains 97623 members 
Entering Unmasked Estep 
Score: -22831028.000000 Penalty: 6042.086426
	Iteration 0F: 3 clusters Score -2.283103e+07 nChanged 93884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96295 members 
Mstep: Class 2 contains 98875 members 
Entering Unmasked Estep 
Score: -22886846.000000 Penalty: 6042.086426
	Iteration 1F: 3 clusters Score -2.288685e+07 nChanged 6872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95311 members 
Mstep: Class 2 contains 99859 members 
Entering Unmasked Estep 
Score: -22888732.000000 Penalty: 6042.086426
	Iteration 2Q: 3 clusters Score -2.288873e+07 nChanged 7410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93659 members 
Mstep: Class 2 contains 101511 members 
Entering Unmasked Estep 
Score: -22891232.000000 Penalty: 6042.086426
	Iteration 3Q: 3 clusters Score -2.289123e+07 nChanged 8242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91075 members 
Mstep: Class 2 contains 104095 members 
Entering Unmasked Estep 
Score: -22894282.000000 Penalty: 6042.086426
	Iteration 4Q: 3 clusters Score -2.289428e+07 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87255 members 
Mstep: Class 2 contains 107915 members 
Entering Unmasked Estep 
Score: -22898472.000000 Penalty: 6042.086426
	Iteration 5Q: 3 clusters Score -2.289847e+07 nChanged 10795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82050 members 
Mstep: Class 2 contains 113120 members 
Entering Unmasked Estep 
Score: -22904532.000000 Penalty: 6042.086426
	Iteration 6F: 3 clusters Score -2.290453e+07 nChanged 11875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75639 members 
Mstep: Class 2 contains 119531 members 
Entering Unmasked Estep 
Score: -22913002.000000 Penalty: 6042.086426
	Iteration 7F: 3 clusters Score -2.2913e+07 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69334 members 
Mstep: Class 2 contains 125836 members 
Entering Unmasked Estep 
Score: -22922984.000000 Penalty: 6042.086426
	Iteration 8F: 3 clusters Score -2.292298e+07 nChanged 11388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64476 members 
Mstep: Class 2 contains 130694 members 
Entering Unmasked Estep 
Score: -22931858.000000 Penalty: 6042.086426
	Iteration 9F: 3 clusters Score -2.293186e+07 nChanged 9071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61229 members 
Mstep: Class 2 contains 133941 members 
Entering Unmasked Estep 
Score: -22936974.000000 Penalty: 6042.086426
	Iteration 10Q: 3 clusters Score -2.293697e+07 nChanged 6180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58713 members 
Mstep: Class 2 contains 136457 members 
Entering Unmasked Estep 
Score: -22939282.000000 Penalty: 6042.086426
	Iteration 11Q: 3 clusters Score -2.293928e+07 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56373 members 
Mstep: Class 2 contains 138797 members 
Entering Unmasked Estep 
Score: -22940428.000000 Penalty: 6042.086426
	Iteration 12Q: 3 clusters Score -2.294043e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 141018 members 
Entering Unmasked Estep 
Score: -22941390.000000 Penalty: 6042.086426
	Iteration 13Q: 3 clusters Score -2.294139e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51889 members 
Mstep: Class 2 contains 143281 members 
Entering Unmasked Estep 
Score: -22942162.000000 Penalty: 6042.086426
	Iteration 14Q: 3 clusters Score -2.294216e+07 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49587 members 
Mstep: Class 2 contains 145583 members 
Entering Unmasked Estep 
Score: -22943002.000000 Penalty: 6042.086426
	Iteration 15Q: 3 clusters Score -2.2943e+07 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47250 members 
Mstep: Class 2 contains 147920 members 
Entering Unmasked Estep 
Score: -22943880.000000 Penalty: 6042.086426
	Iteration 16Q: 3 clusters Score -2.294388e+07 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44848 members 
Mstep: Class 2 contains 150322 members 
Entering Unmasked Estep 
Score: -22944834.000000 Penalty: 6042.086426
	Iteration 17Q: 3 clusters Score -2.294483e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42353 members 
Mstep: Class 2 contains 152817 members 
Entering Unmasked Estep 
Score: -22945962.000000 Penalty: 6042.086426
	Iteration 18Q: 3 clusters Score -2.294596e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39931 members 
Mstep: Class 2 contains 155239 members 
Entering Unmasked Estep 
Score: -22946744.000000 Penalty: 6042.086426
	Iteration 19Q: 3 clusters Score -2.294674e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 157714 members 
Entering Unmasked Estep 
Score: -22947636.000000 Penalty: 6042.086426
	Iteration 20F: 3 clusters Score -2.294764e+07 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34894 members 
Mstep: Class 2 contains 160276 members 
Entering Unmasked Estep 
Score: -22948626.000000 Penalty: 6042.086426
	Iteration 21Q: 3 clusters Score -2.294863e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32309 members 
Mstep: Class 2 contains 162861 members 
Entering Unmasked Estep 
Score: -22949700.000000 Penalty: 6042.086426
	Iteration 22Q: 3 clusters Score -2.29497e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 165451 members 
Entering Unmasked Estep 
Score: -22950820.000000 Penalty: 6042.086426
	Iteration 23Q: 3 clusters Score -2.295082e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 168040 members 
Entering Unmasked Estep 
Score: -22951950.000000 Penalty: 6042.086426
	Iteration 24Q: 3 clusters Score -2.295195e+07 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24685 members 
Mstep: Class 2 contains 170485 members 
Entering Unmasked Estep 
Score: -22953034.000000 Penalty: 6042.086426
	Iteration 25Q: 3 clusters Score -2.295303e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22419 members 
Mstep: Class 2 contains 172751 members 
Entering Unmasked Estep 
Score: -22954004.000000 Penalty: 6042.086426
	Iteration 26Q: 3 clusters Score -2.2954e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20309 members 
Mstep: Class 2 contains 174861 members 
Entering Unmasked Estep 
Score: -22955070.000000 Penalty: 6042.086426
	Iteration 27Q: 3 clusters Score -2.295507e+07 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18307 members 
Mstep: Class 2 contains 176863 members 
Entering Unmasked Estep 
Score: -22955984.000000 Penalty: 6042.086426
	Iteration 28Q: 3 clusters Score -2.295598e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16483 members 
Mstep: Class 2 contains 178687 members 
Entering Unmasked Estep 
Score: -22956892.000000 Penalty: 6042.086426
	Iteration 29Q: 3 clusters Score -2.295689e+07 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 180309 members 
Entering Unmasked Estep 
Score: -22957634.000000 Penalty: 6042.086426
	Iteration 30Q: 3 clusters Score -2.295763e+07 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13376 members 
Mstep: Class 2 contains 181794 members 
Entering Unmasked Estep 
Score: -22958062.000000 Penalty: 6042.086426
	Iteration 31Q: 3 clusters Score -2.295806e+07 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 183064 members 
Entering Unmasked Estep 
Score: -22958554.000000 Penalty: 6042.086426
	Iteration 32Q: 3 clusters Score -2.295855e+07 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 184168 members 
Entering Unmasked Estep 
Score: -22958874.000000 Penalty: 6042.086426
	Iteration 33Q: 3 clusters Score -2.295887e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10111 members 
Mstep: Class 2 contains 185059 members 
Entering Unmasked Estep 
Score: -22959098.000000 Penalty: 6042.086426
	Iteration 34Q: 3 clusters Score -2.29591e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 185838 members 
Entering Unmasked Estep 
Score: -22959212.000000 Penalty: 6042.086426
	Iteration 35Q: 3 clusters Score -2.295921e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 186464 members 
Entering Unmasked Estep 
Score: -22959350.000000 Penalty: 6042.086426
	Iteration 36Q: 3 clusters Score -2.295935e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 186976 members 
Entering Unmasked Estep 
Score: -22959464.000000 Penalty: 6042.086426
	Iteration 37Q: 3 clusters Score -2.295946e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7735 members 
Mstep: Class 2 contains 187435 members 
Entering Unmasked Estep 
Score: -22959584.000000 Penalty: 6042.086426
	Iteration 38Q: 3 clusters Score -2.295958e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 187826 members 
Entering Unmasked Estep 
Score: -22959674.000000 Penalty: 6042.086426
	Iteration 39Q: 3 clusters Score -2.295967e+07 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7018 members 
Mstep: Class 2 contains 188152 members 
Entering Unmasked Estep 
Score: -22959814.000000 Penalty: 6042.086426
	Iteration 40F: 3 clusters Score -2.295981e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 188421 members 
Entering Unmasked Estep 
Score: -22959834.000000 Penalty: 6042.086426
	Iteration 41Q: 3 clusters Score -2.295983e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 188631 members 
Entering Unmasked Estep 
Score: -22959888.000000 Penalty: 6042.086426
	Iteration 42Q: 3 clusters Score -2.295989e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 188819 members 
Entering Unmasked Estep 
Score: -22959862.000000 Penalty: 6042.086426
	Iteration 43Q: 3 clusters Score -2.295986e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 188984 members 
Entering Unmasked Estep 
Score: -22959888.000000 Penalty: 6042.086426
	Iteration 44Q: 3 clusters Score -2.295989e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6055 members 
Mstep: Class 2 contains 189115 members 
Entering Unmasked Estep 
Score: -22959894.000000 Penalty: 6042.086426
	Iteration 45Q: 3 clusters Score -2.295989e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5965 members 
Mstep: Class 2 contains 189205 members 
Entering Unmasked Estep 
Score: -22959896.000000 Penalty: 6042.086426
	Iteration 46Q: 3 clusters Score -2.29599e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 189271 members 
Entering Unmasked Estep 
Score: -22959878.000000 Penalty: 6042.086426
	Iteration 47Q: 3 clusters Score -2.295988e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 189346 members 
Entering Unmasked Estep 
Score: -22959906.000000 Penalty: 6042.086426
	Iteration 48Q: 3 clusters Score -2.295991e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 189418 members 
Entering Unmasked Estep 
Score: -22959932.000000 Penalty: 6042.086426
	Iteration 49Q: 3 clusters Score -2.295993e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 189478 members 
Entering Unmasked Estep 
Score: -22959982.000000 Penalty: 6042.086426
	Iteration 50Q: 3 clusters Score -2.295998e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 189534 members 
Entering Unmasked Estep 
Score: -22959984.000000 Penalty: 6042.086426
	Iteration 51Q: 3 clusters Score -2.295998e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 189588 members 
Entering Unmasked Estep 
Score: -22960004.000000 Penalty: 6042.086426
	Iteration 52Q: 3 clusters Score -2.296e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5526 members 
Mstep: Class 2 contains 189644 members 
Entering Unmasked Estep 
Score: -22960020.000000 Penalty: 6042.086426
	Iteration 53Q: 3 clusters Score -2.296002e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 189698 members 
Entering Unmasked Estep 
Score: -22960014.000000 Penalty: 6042.086426
	Iteration 54Q: 3 clusters Score -2.296001e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 189736 members 
Entering Unmasked Estep 
Score: -22960032.000000 Penalty: 6042.086426
	Iteration 55Q: 3 clusters Score -2.296003e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 189774 members 
Entering Unmasked Estep 
Score: -22960006.000000 Penalty: 6042.086426
	Iteration 56Q: 3 clusters Score -2.296001e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 189807 members 
Entering Unmasked Estep 
Score: -22960016.000000 Penalty: 6042.086426
	Iteration 57Q: 3 clusters Score -2.296002e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 189836 members 
Entering Unmasked Estep 
Score: -22960004.000000 Penalty: 6042.086426
	Iteration 58Q: 3 clusters Score -2.296e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 189864 members 
Entering Unmasked Estep 
Score: -22959996.000000 Penalty: 6042.086426
	Iteration 59Q: 3 clusters Score -2.296e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 189883 members 
Entering Unmasked Estep 
Score: -22959998.000000 Penalty: 6042.086426
	Iteration 60F: 3 clusters Score -2.296e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 189902 members 
Entering Unmasked Estep 
Score: -22959990.000000 Penalty: 6042.086426
	Iteration 61Q: 3 clusters Score -2.295999e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 189913 members 
Entering Unmasked Estep 
Score: -22959996.000000 Penalty: 6042.086426
	Iteration 62Q: 3 clusters Score -2.296e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 189924 members 
Entering Unmasked Estep 
Score: -22959998.000000 Penalty: 6042.086426
	Iteration 63Q: 3 clusters Score -2.296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 189930 members 
Entering Unmasked Estep 
Score: -22959974.000000 Penalty: 6042.086426
	Iteration 64Q: 3 clusters Score -2.295997e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 189935 members 
Entering Unmasked Estep 
Score: -22960008.000000 Penalty: 6042.086426
	Iteration 65Q: 3 clusters Score -2.296001e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 189941 members 
Entering Unmasked Estep 
Score: -22959996.000000 Penalty: 6042.086426
	Iteration 66Q: 3 clusters Score -2.296e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 189944 members 
Entering Unmasked Estep 
Score: -22960016.000000 Penalty: 6042.086426
	Iteration 67Q: 3 clusters Score -2.296002e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 189949 members 
Entering Unmasked Estep 
Score: -22959988.000000 Penalty: 6042.086426
	Iteration 68Q: 3 clusters Score -2.295999e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 189951 members 
Entering Unmasked Estep 
Score: -22960000.000000 Penalty: 6042.086426
	Iteration 69Q: 3 clusters Score -2.296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 189951 members 
Entering Unmasked Estep 
Score: -22960000.000000 Penalty: 6042.086426
	Iteration 70F: 3 clusters Score -2.296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Entering Unmasked Estep 
Score: -164498.671875 Penalty: 1902.843994
	Iteration 0F: 2 clusters Score -164498.7 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 1084 members 
Entering Unmasked Estep 
Score: -161879.765625 Penalty: 3805.687988
	Iteration 0F: 3 clusters Score -161879.8 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -162506.687500 Penalty: 3805.687988
	Iteration 1F: 3 clusters Score -162506.7 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -162689.578125 Penalty: 3805.687988
	Iteration 2F: 3 clusters Score -162689.6 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -162831.765625 Penalty: 3805.687988
	Iteration 3F: 3 clusters Score -162831.8 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -162998.187500 Penalty: 3805.687988
	Iteration 4F: 3 clusters Score -162998.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -163229.046875 Penalty: 3805.687988
	Iteration 5F: 3 clusters Score -163229 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -163494.625000 Penalty: 3805.687988
	Iteration 6F: 3 clusters Score -163494.6 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -163743.859375 Penalty: 3805.687988
	Iteration 7F: 3 clusters Score -163743.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -163943.734375 Penalty: 3805.687988
	Iteration 8Q: 3 clusters Score -163943.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -164086.296875 Penalty: 3805.687988
	Iteration 9Q: 3 clusters Score -164086.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -164184.812500 Penalty: 3805.687988
	Iteration 10Q: 3 clusters Score -164184.8 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -164227.031250 Penalty: 3805.687988
	Iteration 11Q: 3 clusters Score -164227 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -164248.296875 Penalty: 3805.687988
	Iteration 12Q: 3 clusters Score -164248.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -164265.734375 Penalty: 3805.687988
	Iteration 13Q: 3 clusters Score -164265.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -164290.546875 Penalty: 3805.687988
	Iteration 14Q: 3 clusters Score -164290.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -164309.468750 Penalty: 3805.687988
	Iteration 15Q: 3 clusters Score -164309.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -164327.093750 Penalty: 3805.687988
	Iteration 16Q: 3 clusters Score -164327.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -164343.859375 Penalty: 3805.687988
	Iteration 17Q: 3 clusters Score -164343.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -164359.859375 Penalty: 3805.687988
	Iteration 18Q: 3 clusters Score -164359.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -164366.750000 Penalty: 3805.687988
	Iteration 19Q: 3 clusters Score -164366.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -164370.875000 Penalty: 3805.687988
	Iteration 20F: 3 clusters Score -164370.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -164412.875000 Penalty: 3805.687988
	Iteration 21Q: 3 clusters Score -164412.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -164446.343750 Penalty: 3805.687988
	Iteration 22Q: 3 clusters Score -164446.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -164465.468750 Penalty: 3805.687988
	Iteration 23Q: 3 clusters Score -164465.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -164475.562500 Penalty: 3805.687988
	Iteration 24Q: 3 clusters Score -164475.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -164482.406250 Penalty: 3805.687988
	Iteration 25Q: 3 clusters Score -164482.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -164489.015625 Penalty: 3805.687988
	Iteration 26Q: 3 clusters Score -164489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -164494.718750 Penalty: 3805.687988
	Iteration 27Q: 3 clusters Score -164494.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -164506.015625 Penalty: 3805.687988
	Iteration 28Q: 3 clusters Score -164506 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -164518.578125 Penalty: 3805.687988
	Iteration 29Q: 3 clusters Score -164518.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -164524.593750 Penalty: 3805.687988
	Iteration 30Q: 3 clusters Score -164524.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -164526.531250 Penalty: 3805.687988
	Iteration 31Q: 3 clusters Score -164526.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -164527.062500 Penalty: 3805.687988
	Iteration 32Q: 3 clusters Score -164527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -164528.296875 Penalty: 3805.687988
	Iteration 33Q: 3 clusters Score -164528.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -164528.843750 Penalty: 3805.687988
	Iteration 34Q: 3 clusters Score -164528.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -164530.421875 Penalty: 3805.687988
	Iteration 35Q: 3 clusters Score -164530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -164530.421875 Penalty: 3805.687988
	Iteration 36F: 3 clusters Score -164530.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 6362 members 
Mstep: Class 3 contains 302491 members 
Mstep: Class 4 contains 9354 members 
Mstep: Class 5 contains 21320 members 
Mstep: Class 6 contains 65909 members 
Mstep: Class 7 contains 45724 members 
Mstep: Class 8 contains 24263 members 
Mstep: Class 9 contains 11909 members 
Mstep: Class 10 contains 304243 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 17815 members 
Mstep: Class 14 contains 195170 members 
Mstep: Class 15 contains 1172 members 
Mstep: Class 16 contains 16947 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 18813 members 
Mstep: Class 19 contains 211884 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8337 members 
Mstep: Class 24 contains 79263 members 
Mstep: Class 25 contains 11963 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 614 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 977 members 
Entering Unmasked Estep 
Score: -161447056.000000 Penalty: 101876.304688
Splitting cluster 15 changes total score from -161448208.000000 to -161447056.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (16947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Entering Unmasked Estep 
Score: -2035644.250000 Penalty: 2414.985840
	Iteration 0F: 2 clusters Score -2035644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8502 members 
Entering Unmasked Estep 
Score: -2023431.375000 Penalty: 4829.971680
	Iteration 0F: 3 clusters Score -2023431 nChanged 7417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8396 members 
Mstep: Class 2 contains 8551 members 
Entering Unmasked Estep 
Score: -2027369.875000 Penalty: 4829.971680
	Iteration 1F: 3 clusters Score -2027370 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2027720.250000 Penalty: 4829.971680
	Iteration 2F: 3 clusters Score -2027720 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 8652 members 
Entering Unmasked Estep 
Score: -2027983.375000 Penalty: 4829.971680
	Iteration 3Q: 3 clusters Score -2027983 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8183 members 
Mstep: Class 2 contains 8764 members 
Entering Unmasked Estep 
Score: -2028167.750000 Penalty: 4829.971680
	Iteration 4Q: 3 clusters Score -2028168 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -2028303.250000 Penalty: 4829.971680
	Iteration 5Q: 3 clusters Score -2028303 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 9067 members 
Entering Unmasked Estep 
Score: -2028422.625000 Penalty: 4829.971680
	Iteration 6Q: 3 clusters Score -2028423 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2028554.250000 Penalty: 4829.971680
	Iteration 7Q: 3 clusters Score -2028554 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2028693.500000 Penalty: 4829.971680
	Iteration 8Q: 3 clusters Score -2028694 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2028878.750000 Penalty: 4829.971680
	Iteration 9Q: 3 clusters Score -2028879 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2029107.125000 Penalty: 4829.971680
	Iteration 10Q: 3 clusters Score -2029107 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 10768 members 
Entering Unmasked Estep 
Score: -2029391.125000 Penalty: 4829.971680
	Iteration 11Q: 3 clusters Score -2029391 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -2029758.875000 Penalty: 4829.971680
	Iteration 12Q: 3 clusters Score -2029759 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 12006 members 
Entering Unmasked Estep 
Score: -2030232.250000 Penalty: 4829.971680
	Iteration 13Q: 3 clusters Score -2030232 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2030762.875000 Penalty: 4829.971680
	Iteration 14Q: 3 clusters Score -2030763 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 13465 members 
Entering Unmasked Estep 
Score: -2031349.625000 Penalty: 4829.971680
	Iteration 15Q: 3 clusters Score -2031350 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2031950.000000 Penalty: 4829.971680
	Iteration 16Q: 3 clusters Score -2031950 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -2032485.375000 Penalty: 4829.971680
	Iteration 17Q: 3 clusters Score -2032485 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -2032896.875000 Penalty: 4829.971680
	Iteration 18Q: 3 clusters Score -2032897 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -2033202.875000 Penalty: 4829.971680
	Iteration 19Q: 3 clusters Score -2033203 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -2033370.000000 Penalty: 4829.971680
	Iteration 20F: 3 clusters Score -2033370 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -2033492.625000 Penalty: 4829.971680
	Iteration 21Q: 3 clusters Score -2033493 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 15928 members 
Entering Unmasked Estep 
Score: -2033581.125000 Penalty: 4829.971680
	Iteration 22Q: 3 clusters Score -2033581 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 15983 members 
Entering Unmasked Estep 
Score: -2033636.250000 Penalty: 4829.971680
	Iteration 23Q: 3 clusters Score -2033636 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 16020 members 
Entering Unmasked Estep 
Score: -2033675.125000 Penalty: 4829.971680
	Iteration 24Q: 3 clusters Score -2033675 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -2033703.875000 Penalty: 4829.971680
	Iteration 25Q: 3 clusters Score -2033704 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16075 members 
Entering Unmasked Estep 
Score: -2033718.500000 Penalty: 4829.971680
	Iteration 26Q: 3 clusters Score -2033718 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -2033723.750000 Penalty: 4829.971680
	Iteration 27Q: 3 clusters Score -2033724 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16099 members 
Entering Unmasked Estep 
Score: -2033732.625000 Penalty: 4829.971680
	Iteration 28Q: 3 clusters Score -2033733 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 16107 members 
Entering Unmasked Estep 
Score: -2033736.125000 Penalty: 4829.971680
	Iteration 29Q: 3 clusters Score -2033736 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16116 members 
Entering Unmasked Estep 
Score: -2033742.125000 Penalty: 4829.971680
	Iteration 30Q: 3 clusters Score -2033742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -2033749.125000 Penalty: 4829.971680
	Iteration 31Q: 3 clusters Score -2033749 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -2033753.750000 Penalty: 4829.971680
	Iteration 32Q: 3 clusters Score -2033754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 16137 members 
Entering Unmasked Estep 
Score: -2033755.625000 Penalty: 4829.971680
	Iteration 33Q: 3 clusters Score -2033756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -2033757.625000 Penalty: 4829.971680
	Iteration 34Q: 3 clusters Score -2033758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -2033759.500000 Penalty: 4829.971680
	Iteration 35Q: 3 clusters Score -2033760 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 16150 members 
Entering Unmasked Estep 
Score: -2033766.375000 Penalty: 4829.971680
	Iteration 36Q: 3 clusters Score -2033766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -2033763.000000 Penalty: 4829.971680
	Iteration 37Q: 3 clusters Score -2033763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -2033765.250000 Penalty: 4829.971680
	Iteration 38Q: 3 clusters Score -2033765 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -2033767.000000 Penalty: 4829.971680
	Iteration 39Q: 3 clusters Score -2033767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -2033767.500000 Penalty: 4829.971680
	Iteration 40F: 3 clusters Score -2033768 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -2033767.375000 Penalty: 4829.971680
	Iteration 41Q: 3 clusters Score -2033767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -2033775.125000 Penalty: 4829.971680
	Iteration 42Q: 3 clusters Score -2033775 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 16169 members 
Entering Unmasked Estep 
Score: -2033774.000000 Penalty: 4829.971680
	Iteration 43Q: 3 clusters Score -2033774 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -2033776.125000 Penalty: 4829.971680
	Iteration 44Q: 3 clusters Score -2033776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -2033777.375000 Penalty: 4829.971680
	Iteration 45Q: 3 clusters Score -2033777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -2033779.750000 Penalty: 4829.971680
	Iteration 46Q: 3 clusters Score -2033780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 16176 members 
Entering Unmasked Estep 
Score: -2033781.375000 Penalty: 4829.971680
	Iteration 47Q: 3 clusters Score -2033781 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 16180 members 
Entering Unmasked Estep 
Score: -2033783.625000 Penalty: 4829.971680
	Iteration 48Q: 3 clusters Score -2033784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 16183 members 
Entering Unmasked Estep 
Score: -2033782.750000 Penalty: 4829.971680
	Iteration 49Q: 3 clusters Score -2033783 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
Score: -2033786.625000 Penalty: 4829.971680
	Iteration 50Q: 3 clusters Score -2033787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -2033785.750000 Penalty: 4829.971680
	Iteration 51Q: 3 clusters Score -2033786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -2033784.625000 Penalty: 4829.971680
	Iteration 52Q: 3 clusters Score -2033785 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2033784.625000 Penalty: 4829.971680
	Iteration 53Q: 3 clusters Score -2033785 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 16191 members 
Entering Unmasked Estep 
Score: -2033784.625000 Penalty: 4829.971680
	Iteration 54F: 3 clusters Score -2033785 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Entering Unmasked Estep 
Score: -657837.312500 Penalty: 2150.903809
	Iteration 0F: 2 clusters Score -657837.3 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 3009 members 
Entering Unmasked Estep 
Score: -652833.000000 Penalty: 4301.807617
	Iteration 0F: 3 clusters Score -652833 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -654085.250000 Penalty: 4301.807617
	Iteration 1F: 3 clusters Score -654085.2 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -654282.062500 Penalty: 4301.807617
	Iteration 2F: 3 clusters Score -654282.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -654426.875000 Penalty: 4301.807617
	Iteration 3Q: 3 clusters Score -654426.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -654541.125000 Penalty: 4301.807617
	Iteration 4Q: 3 clusters Score -654541.1 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -654640.187500 Penalty: 4301.807617
	Iteration 5Q: 3 clusters Score -654640.2 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -654741.875000 Penalty: 4301.807617
	Iteration 6Q: 3 clusters Score -654741.9 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -654856.375000 Penalty: 4301.807617
	Iteration 7Q: 3 clusters Score -654856.4 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -654977.937500 Penalty: 4301.807617
	Iteration 8Q: 3 clusters Score -654977.9 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -655133.000000 Penalty: 4301.807617
	Iteration 9Q: 3 clusters Score -655133 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 4637 members 
Entering Unmasked Estep 
Score: -655290.187500 Penalty: 4301.807617
	Iteration 10Q: 3 clusters Score -655290.2 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -655441.687500 Penalty: 4301.807617
	Iteration 11Q: 3 clusters Score -655441.7 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -655569.937500 Penalty: 4301.807617
	Iteration 12Q: 3 clusters Score -655569.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -655681.812500 Penalty: 4301.807617
	Iteration 13Q: 3 clusters Score -655681.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -655774.625000 Penalty: 4301.807617
	Iteration 14Q: 3 clusters Score -655774.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -655830.125000 Penalty: 4301.807617
	Iteration 15Q: 3 clusters Score -655830.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 5303 members 
Entering Unmasked Estep 
Score: -655878.375000 Penalty: 4301.807617
	Iteration 16Q: 3 clusters Score -655878.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 5344 members 
Entering Unmasked Estep 
Score: -655913.125000 Penalty: 4301.807617
	Iteration 17Q: 3 clusters Score -655913.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 5371 members 
Entering Unmasked Estep 
Score: -655936.812500 Penalty: 4301.807617
	Iteration 18Q: 3 clusters Score -655936.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -655957.875000 Penalty: 4301.807617
	Iteration 19Q: 3 clusters Score -655957.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -655974.687500 Penalty: 4301.807617
	Iteration 20F: 3 clusters Score -655974.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 5413 members 
Entering Unmasked Estep 
Score: -655986.375000 Penalty: 4301.807617
	Iteration 21Q: 3 clusters Score -655986.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -655996.187500 Penalty: 4301.807617
	Iteration 22Q: 3 clusters Score -655996.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -656006.562500 Penalty: 4301.807617
	Iteration 23Q: 3 clusters Score -656006.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -656017.437500 Penalty: 4301.807617
	Iteration 24Q: 3 clusters Score -656017.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -656025.937500 Penalty: 4301.807617
	Iteration 25Q: 3 clusters Score -656025.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -656029.812500 Penalty: 4301.807617
	Iteration 26Q: 3 clusters Score -656029.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -656030.687500 Penalty: 4301.807617
	Iteration 27Q: 3 clusters Score -656030.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -656031.562500 Penalty: 4301.807617
	Iteration 28Q: 3 clusters Score -656031.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -656034.062500 Penalty: 4301.807617
	Iteration 29Q: 3 clusters Score -656034.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -656037.062500 Penalty: 4301.807617
	Iteration 30Q: 3 clusters Score -656037.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -656037.687500 Penalty: 4301.807617
	Iteration 31Q: 3 clusters Score -656037.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -656038.000000 Penalty: 4301.807617
	Iteration 32Q: 3 clusters Score -656038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 5461 members 
Entering Unmasked Estep 
Score: -656038.000000 Penalty: 4301.807617
	Iteration 33F: 3 clusters Score -656038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Entering Unmasked Estep 
Score: -2108275.500000 Penalty: 2440.891113
	Iteration 0F: 2 clusters Score -2108276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9482 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -2094934.250000 Penalty: 4881.782227
	Iteration 0F: 3 clusters Score -2094934 nChanged 8257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9947 members 
Mstep: Class 2 contains 8866 members 
Entering Unmasked Estep 
Score: -2099518.750000 Penalty: 4881.782227
	Iteration 1F: 3 clusters Score -2099519 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -2100156.000000 Penalty: 4881.782227
	Iteration 2F: 3 clusters Score -2100156 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10583 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -2100849.000000 Penalty: 4881.782227
	Iteration 3F: 3 clusters Score -2100849 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -2101502.000000 Penalty: 4881.782227
	Iteration 4F: 3 clusters Score -2101502 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2102139.500000 Penalty: 4881.782227
	Iteration 5F: 3 clusters Score -2102140 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -2102663.000000 Penalty: 4881.782227
	Iteration 6F: 3 clusters Score -2102663 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -2103110.750000 Penalty: 4881.782227
	Iteration 7Q: 3 clusters Score -2103111 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13163 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -2103497.250000 Penalty: 4881.782227
	Iteration 8Q: 3 clusters Score -2103497 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13708 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -2103860.500000 Penalty: 4881.782227
	Iteration 9Q: 3 clusters Score -2103860 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14245 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -2104196.750000 Penalty: 4881.782227
	Iteration 10Q: 3 clusters Score -2104197 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14734 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2104484.750000 Penalty: 4881.782227
	Iteration 11Q: 3 clusters Score -2104485 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2104764.750000 Penalty: 4881.782227
	Iteration 12Q: 3 clusters Score -2104765 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15640 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -2105013.750000 Penalty: 4881.782227
	Iteration 13Q: 3 clusters Score -2105014 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16025 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -2105240.250000 Penalty: 4881.782227
	Iteration 14Q: 3 clusters Score -2105240 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -2105441.250000 Penalty: 4881.782227
	Iteration 15Q: 3 clusters Score -2105441 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -2105592.000000 Penalty: 4881.782227
	Iteration 16Q: 3 clusters Score -2105592 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2105731.500000 Penalty: 4881.782227
	Iteration 17Q: 3 clusters Score -2105732 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17019 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -2105850.750000 Penalty: 4881.782227
	Iteration 18Q: 3 clusters Score -2105851 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17150 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2105929.000000 Penalty: 4881.782227
	Iteration 19Q: 3 clusters Score -2105929 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -2105980.500000 Penalty: 4881.782227
	Iteration 20F: 3 clusters Score -2105980 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2106025.250000 Penalty: 4881.782227
	Iteration 21Q: 3 clusters Score -2106025 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -2106055.750000 Penalty: 4881.782227
	Iteration 22Q: 3 clusters Score -2106056 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -2106085.500000 Penalty: 4881.782227
	Iteration 23Q: 3 clusters Score -2106086 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -2106109.000000 Penalty: 4881.782227
	Iteration 24Q: 3 clusters Score -2106109 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -2106126.000000 Penalty: 4881.782227
	Iteration 25Q: 3 clusters Score -2106126 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -2106134.000000 Penalty: 4881.782227
	Iteration 26Q: 3 clusters Score -2106134 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1203 members 
Entering Unmasked Estep 
Score: -2106148.750000 Penalty: 4881.782227
	Iteration 27Q: 3 clusters Score -2106149 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17622 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -2106153.750000 Penalty: 4881.782227
	Iteration 28Q: 3 clusters Score -2106154 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -2106151.500000 Penalty: 4881.782227
	Iteration 29Q: 3 clusters Score -2106152 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17658 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -2106160.250000 Penalty: 4881.782227
	Iteration 30Q: 3 clusters Score -2106160 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17674 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -2106165.000000 Penalty: 4881.782227
	Iteration 31Q: 3 clusters Score -2106165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17689 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -2106174.000000 Penalty: 4881.782227
	Iteration 32Q: 3 clusters Score -2106174 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -2106181.750000 Penalty: 4881.782227
	Iteration 33Q: 3 clusters Score -2106182 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2106183.000000 Penalty: 4881.782227
	Iteration 34Q: 3 clusters Score -2106183 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17738 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -2106194.750000 Penalty: 4881.782227
	Iteration 35Q: 3 clusters Score -2106195 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -2106196.500000 Penalty: 4881.782227
	Iteration 36Q: 3 clusters Score -2106196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -2106206.500000 Penalty: 4881.782227
	Iteration 37Q: 3 clusters Score -2106206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -2106209.500000 Penalty: 4881.782227
	Iteration 38Q: 3 clusters Score -2106210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2106213.500000 Penalty: 4881.782227
	Iteration 39Q: 3 clusters Score -2106214 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17807 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -2106216.750000 Penalty: 4881.782227
	Iteration 40F: 3 clusters Score -2106217 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17816 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -2106221.250000 Penalty: 4881.782227
	Iteration 41Q: 3 clusters Score -2106221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2106229.750000 Penalty: 4881.782227
	Iteration 42Q: 3 clusters Score -2106230 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -2106231.000000 Penalty: 4881.782227
	Iteration 43Q: 3 clusters Score -2106231 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -2106236.250000 Penalty: 4881.782227
	Iteration 44Q: 3 clusters Score -2106236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -2106237.250000 Penalty: 4881.782227
	Iteration 45Q: 3 clusters Score -2106237 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -2106239.250000 Penalty: 4881.782227
	Iteration 46Q: 3 clusters Score -2106239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17852 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -2106237.500000 Penalty: 4881.782227
	Iteration 47Q: 3 clusters Score -2106238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -2106239.000000 Penalty: 4881.782227
	Iteration 48Q: 3 clusters Score -2106239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -2106240.500000 Penalty: 4881.782227
	Iteration 49Q: 3 clusters Score -2106240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -2106238.750000 Penalty: 4881.782227
	Iteration 50Q: 3 clusters Score -2106239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2106241.000000 Penalty: 4881.782227
	Iteration 51Q: 3 clusters Score -2106241 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17858 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2106241.000000 Penalty: 4881.782227
	Iteration 52F: 3 clusters Score -2106241 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (211884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211884 members 
Entering Unmasked Estep 
Score: -24897670.000000 Penalty: 3041.420898
	Iteration 0F: 2 clusters Score -2.489767e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105463 members 
Mstep: Class 2 contains 106421 members 
Entering Unmasked Estep 
Score: -24760282.000000 Penalty: 6082.841797
	Iteration 0F: 3 clusters Score -2.476028e+07 nChanged 101889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97650 members 
Mstep: Class 2 contains 114234 members 
Entering Unmasked Estep 
Score: -24820950.000000 Penalty: 6082.841797
	Iteration 1F: 3 clusters Score -2.482095e+07 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92680 members 
Mstep: Class 2 contains 119204 members 
Entering Unmasked Estep 
Score: -24823364.000000 Penalty: 6082.841797
	Iteration 2Q: 3 clusters Score -2.482336e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85158 members 
Mstep: Class 2 contains 126726 members 
Entering Unmasked Estep 
Score: -24827272.000000 Penalty: 6082.841797
	Iteration 3Q: 3 clusters Score -2.482727e+07 nChanged 12347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74097 members 
Mstep: Class 2 contains 137787 members 
Entering Unmasked Estep 
Score: -24834398.000000 Penalty: 6082.841797
	Iteration 4F: 3 clusters Score -2.48344e+07 nChanged 16007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59014 members 
Mstep: Class 2 contains 152870 members 
Entering Unmasked Estep 
Score: -24845908.000000 Penalty: 6082.841797
	Iteration 5F: 3 clusters Score -2.484591e+07 nChanged 18407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 170691 members 
Entering Unmasked Estep 
Score: -24861852.000000 Penalty: 6082.841797
	Iteration 6F: 3 clusters Score -2.486185e+07 nChanged 17325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 187728 members 
Entering Unmasked Estep 
Score: -24877368.000000 Penalty: 6082.841797
	Iteration 7F: 3 clusters Score -2.487737e+07 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12293 members 
Mstep: Class 2 contains 199591 members 
Entering Unmasked Estep 
Score: -24887196.000000 Penalty: 6082.841797
	Iteration 8F: 3 clusters Score -2.48872e+07 nChanged 6165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 205646 members 
Entering Unmasked Estep 
Score: -24892164.000000 Penalty: 6082.841797
	Iteration 9Q: 3 clusters Score -2.489216e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 208203 members 
Entering Unmasked Estep 
Score: -24894154.000000 Penalty: 6082.841797
	Iteration 10Q: 3 clusters Score -2.489415e+07 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 209228 members 
Entering Unmasked Estep 
Score: -24894994.000000 Penalty: 6082.841797
	Iteration 11Q: 3 clusters Score -2.489499e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 209620 members 
Entering Unmasked Estep 
Score: -24895254.000000 Penalty: 6082.841797
	Iteration 12Q: 3 clusters Score -2.489525e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 209817 members 
Entering Unmasked Estep 
Score: -24895392.000000 Penalty: 6082.841797
	Iteration 13Q: 3 clusters Score -2.489539e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 209949 members 
Entering Unmasked Estep 
Score: -24895516.000000 Penalty: 6082.841797
	Iteration 14Q: 3 clusters Score -2.489552e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 210057 members 
Entering Unmasked Estep 
Score: -24895570.000000 Penalty: 6082.841797
	Iteration 15Q: 3 clusters Score -2.489557e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 210132 members 
Entering Unmasked Estep 
Score: -24895606.000000 Penalty: 6082.841797
	Iteration 16Q: 3 clusters Score -2.489561e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 210186 members 
Entering Unmasked Estep 
Score: -24895656.000000 Penalty: 6082.841797
	Iteration 17Q: 3 clusters Score -2.489566e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 210235 members 
Entering Unmasked Estep 
Score: -24895702.000000 Penalty: 6082.841797
	Iteration 18Q: 3 clusters Score -2.48957e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 210270 members 
Entering Unmasked Estep 
Score: -24895742.000000 Penalty: 6082.841797
	Iteration 19Q: 3 clusters Score -2.489574e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 210297 members 
Entering Unmasked Estep 
Score: -24895784.000000 Penalty: 6082.841797
	Iteration 20F: 3 clusters Score -2.489578e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 210313 members 
Entering Unmasked Estep 
Score: -24895818.000000 Penalty: 6082.841797
	Iteration 21Q: 3 clusters Score -2.489582e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 210318 members 
Entering Unmasked Estep 
Score: -24895834.000000 Penalty: 6082.841797
	Iteration 22Q: 3 clusters Score -2.489583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 210324 members 
Entering Unmasked Estep 
Score: -24895832.000000 Penalty: 6082.841797
	Iteration 23Q: 3 clusters Score -2.489583e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 210334 members 
Entering Unmasked Estep 
Score: -24895846.000000 Penalty: 6082.841797
	Iteration 24Q: 3 clusters Score -2.489585e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 210334 members 
Entering Unmasked Estep 
Score: -24895862.000000 Penalty: 6082.841797
	Iteration 25Q: 3 clusters Score -2.489586e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 210336 members 
Entering Unmasked Estep 
Score: -24895842.000000 Penalty: 6082.841797
	Iteration 26Q: 3 clusters Score -2.489584e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 210343 members 
Entering Unmasked Estep 
Score: -24895824.000000 Penalty: 6082.841797
	Iteration 27Q: 3 clusters Score -2.489582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 210353 members 
Entering Unmasked Estep 
Score: -24895812.000000 Penalty: 6082.841797
	Iteration 28Q: 3 clusters Score -2.489581e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 210359 members 
Entering Unmasked Estep 
Score: -24895820.000000 Penalty: 6082.841797
	Iteration 29Q: 3 clusters Score -2.489582e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 210365 members 
Entering Unmasked Estep 
Score: -24895840.000000 Penalty: 6082.841797
	Iteration 30Q: 3 clusters Score -2.489584e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 210368 members 
Entering Unmasked Estep 
Score: -24895832.000000 Penalty: 6082.841797
	Iteration 31Q: 3 clusters Score -2.489583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 210366 members 
Entering Unmasked Estep 
Score: -24895846.000000 Penalty: 6082.841797
	Iteration 32Q: 3 clusters Score -2.489585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 210364 members 
Entering Unmasked Estep 
Score: -24895834.000000 Penalty: 6082.841797
	Iteration 33Q: 3 clusters Score -2.489583e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 210365 members 
Entering Unmasked Estep 
Score: -24895820.000000 Penalty: 6082.841797
	Iteration 34Q: 3 clusters Score -2.489582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 210370 members 
Entering Unmasked Estep 
Score: -24895830.000000 Penalty: 6082.841797
	Iteration 35Q: 3 clusters Score -2.489583e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 210376 members 
Entering Unmasked Estep 
Score: -24895852.000000 Penalty: 6082.841797
	Iteration 36Q: 3 clusters Score -2.489585e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 210383 members 
Entering Unmasked Estep 
Score: -24895848.000000 Penalty: 6082.841797
	Iteration 37Q: 3 clusters Score -2.489585e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 210381 members 
Entering Unmasked Estep 
Score: -24895856.000000 Penalty: 6082.841797
	Iteration 38Q: 3 clusters Score -2.489586e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 210382 members 
Entering Unmasked Estep 
Score: -24895848.000000 Penalty: 6082.841797
	Iteration 39Q: 3 clusters Score -2.489585e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 210383 members 
Entering Unmasked Estep 
Score: -24895852.000000 Penalty: 6082.841797
	Iteration 40F: 3 clusters Score -2.489585e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 210383 members 
Entering Unmasked Estep 
Score: -24895848.000000 Penalty: 6082.841797
	Iteration 41Q: 3 clusters Score -2.489585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 210380 members 
Entering Unmasked Estep 
Score: -24895854.000000 Penalty: 6082.841797
	Iteration 42Q: 3 clusters Score -2.489585e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 210379 members 
Entering Unmasked Estep 
Score: -24895868.000000 Penalty: 6082.841797
	Iteration 43Q: 3 clusters Score -2.489587e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 210380 members 
Entering Unmasked Estep 
Score: -24895868.000000 Penalty: 6082.841797
	Iteration 44Q: 3 clusters Score -2.489587e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 210380 members 
Entering Unmasked Estep 
Score: -24895868.000000 Penalty: 6082.841797
	Iteration 45F: 3 clusters Score -2.489587e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8422 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Entering Unmasked Estep 
Score: -948874.437500 Penalty: 2241.573486
	Iteration 0F: 2 clusters Score -948874.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -942218.312500 Penalty: 4483.146973
	Iteration 0F: 3 clusters Score -942218.3 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -944039.500000 Penalty: 4483.146973
	Iteration 1F: 3 clusters Score -944039.5 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -944308.437500 Penalty: 4483.146973
	Iteration 2F: 3 clusters Score -944308.4 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -944508.375000 Penalty: 4483.146973
	Iteration 3Q: 3 clusters Score -944508.4 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -944644.562500 Penalty: 4483.146973
	Iteration 4Q: 3 clusters Score -944644.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -944759.625000 Penalty: 4483.146973
	Iteration 5Q: 3 clusters Score -944759.6 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -944862.687500 Penalty: 4483.146973
	Iteration 6Q: 3 clusters Score -944862.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -944951.375000 Penalty: 4483.146973
	Iteration 7Q: 3 clusters Score -944951.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -945039.937500 Penalty: 4483.146973
	Iteration 8Q: 3 clusters Score -945039.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -945125.187500 Penalty: 4483.146973
	Iteration 9Q: 3 clusters Score -945125.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -945224.250000 Penalty: 4483.146973
	Iteration 10Q: 3 clusters Score -945224.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
Score: -945335.812500 Penalty: 4483.146973
	Iteration 11Q: 3 clusters Score -945335.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -945437.187500 Penalty: 4483.146973
	Iteration 12Q: 3 clusters Score -945437.2 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6069 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -945523.312500 Penalty: 4483.146973
	Iteration 13Q: 3 clusters Score -945523.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -945619.812500 Penalty: 4483.146973
	Iteration 14Q: 3 clusters Score -945619.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6410 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -945740.062500 Penalty: 4483.146973
	Iteration 15Q: 3 clusters Score -945740.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6602 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -945858.687500 Penalty: 4483.146973
	Iteration 16Q: 3 clusters Score -945858.7 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -945996.625000 Penalty: 4483.146973
	Iteration 17Q: 3 clusters Score -945996.6 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -946109.750000 Penalty: 4483.146973
	Iteration 18Q: 3 clusters Score -946109.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7170 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -946235.312500 Penalty: 4483.146973
	Iteration 19Q: 3 clusters Score -946235.3 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -946377.562500 Penalty: 4483.146973
	Iteration 20F: 3 clusters Score -946377.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7515 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -946522.187500 Penalty: 4483.146973
	Iteration 21Q: 3 clusters Score -946522.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -946619.000000 Penalty: 4483.146973
	Iteration 22Q: 3 clusters Score -946619 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7737 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -946689.375000 Penalty: 4483.146973
	Iteration 23Q: 3 clusters Score -946689.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -946742.875000 Penalty: 4483.146973
	Iteration 24Q: 3 clusters Score -946742.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -946806.875000 Penalty: 4483.146973
	Iteration 25Q: 3 clusters Score -946806.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -946859.750000 Penalty: 4483.146973
	Iteration 26Q: 3 clusters Score -946859.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7948 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -946897.562500 Penalty: 4483.146973
	Iteration 27Q: 3 clusters Score -946897.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7976 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -946921.375000 Penalty: 4483.146973
	Iteration 28Q: 3 clusters Score -946921.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -946931.187500 Penalty: 4483.146973
	Iteration 29Q: 3 clusters Score -946931.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -946943.187500 Penalty: 4483.146973
	Iteration 30Q: 3 clusters Score -946943.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -946951.875000 Penalty: 4483.146973
	Iteration 31Q: 3 clusters Score -946951.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -946957.125000 Penalty: 4483.146973
	Iteration 32Q: 3 clusters Score -946957.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -946961.625000 Penalty: 4483.146973
	Iteration 33Q: 3 clusters Score -946961.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -946962.312500 Penalty: 4483.146973
	Iteration 34Q: 3 clusters Score -946962.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -946963.312500 Penalty: 4483.146973
	Iteration 35Q: 3 clusters Score -946963.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -946963.312500 Penalty: 4483.146973
	Iteration 36F: 3 clusters Score -946963.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -57983.468750 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -57983.47 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -56408.425781 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -56408.43 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -56757.968750 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -56757.97 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56933.015625 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -56933.02 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -57031.734375 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -57031.73 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57178.703125 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -57178.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -57485.742188 Penalty: 3174.527832
	Iteration 5F: 3 clusters Score -57485.74 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -58024.828125 Penalty: 3174.527832
	Iteration 6F: 3 clusters Score -58024.83 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58198.945312 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -58198.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -58300.636719 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -58300.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -58468.843750 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -58468.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -58501.039062 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -58501.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -58565.554688 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -58565.55 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -58638.949219 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -58638.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -58750.363281 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -58750.36 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59015.062500 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -59015.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -59015.062500 Penalty: 3174.527832
	Iteration 15F: 3 clusters Score -59015.06 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 6362 members 
Mstep: Class 3 contains 302491 members 
Mstep: Class 4 contains 9354 members 
Mstep: Class 5 contains 21320 members 
Mstep: Class 6 contains 65909 members 
Mstep: Class 7 contains 45724 members 
Mstep: Class 8 contains 24263 members 
Mstep: Class 9 contains 11909 members 
Mstep: Class 10 contains 304243 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 17815 members 
Mstep: Class 14 contains 195170 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 16947 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 18813 members 
Mstep: Class 19 contains 211884 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 315 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8337 members 
Mstep: Class 24 contains 79263 members 
Mstep: Class 25 contains 11963 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 614 members 
Mstep: Class 28 contains 6231 members 
Mstep: Class 29 contains 287 members 
Entering Unmasked Estep 
Score: -161447232.000000 Penalty: 101876.304688
Splitting cluster 21 changes total score from -161448208.000000 to -161447232.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -425991.281250 Penalty: 2041.579102
	Iteration 0F: 2 clusters Score -425991.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -422239.812500 Penalty: 4083.158203
	Iteration 0F: 3 clusters Score -422239.8 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -423011.781250 Penalty: 4083.158203
	Iteration 1F: 3 clusters Score -423011.8 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -423172.968750 Penalty: 4083.158203
	Iteration 2F: 3 clusters Score -423173 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -423261.812500 Penalty: 4083.158203
	Iteration 3Q: 3 clusters Score -423261.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -423337.281250 Penalty: 4083.158203
	Iteration 4Q: 3 clusters Score -423337.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -423390.156250 Penalty: 4083.158203
	Iteration 5Q: 3 clusters Score -423390.2 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -423429.093750 Penalty: 4083.158203
	Iteration 6Q: 3 clusters Score -423429.1 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -423465.750000 Penalty: 4083.158203
	Iteration 7Q: 3 clusters Score -423465.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -423493.750000 Penalty: 4083.158203
	Iteration 8Q: 3 clusters Score -423493.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -423522.375000 Penalty: 4083.158203
	Iteration 9Q: 3 clusters Score -423522.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -423553.812500 Penalty: 4083.158203
	Iteration 10Q: 3 clusters Score -423553.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -423586.187500 Penalty: 4083.158203
	Iteration 11Q: 3 clusters Score -423586.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -423610.187500 Penalty: 4083.158203
	Iteration 12Q: 3 clusters Score -423610.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -423629.156250 Penalty: 4083.158203
	Iteration 13Q: 3 clusters Score -423629.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -423651.625000 Penalty: 4083.158203
	Iteration 14Q: 3 clusters Score -423651.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -423675.250000 Penalty: 4083.158203
	Iteration 15Q: 3 clusters Score -423675.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -423695.218750 Penalty: 4083.158203
	Iteration 16Q: 3 clusters Score -423695.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -423719.343750 Penalty: 4083.158203
	Iteration 17Q: 3 clusters Score -423719.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -423743.968750 Penalty: 4083.158203
	Iteration 18Q: 3 clusters Score -423744 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -423770.718750 Penalty: 4083.158203
	Iteration 19Q: 3 clusters Score -423770.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 2705 members 
Entering Unmasked Estep 
Score: -423788.281250 Penalty: 4083.158203
	Iteration 20F: 3 clusters Score -423788.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -423804.031250 Penalty: 4083.158203
	Iteration 21Q: 3 clusters Score -423804 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -423820.937500 Penalty: 4083.158203
	Iteration 22Q: 3 clusters Score -423820.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -423835.718750 Penalty: 4083.158203
	Iteration 23Q: 3 clusters Score -423835.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -423850.875000 Penalty: 4083.158203
	Iteration 24Q: 3 clusters Score -423850.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -423872.437500 Penalty: 4083.158203
	Iteration 25Q: 3 clusters Score -423872.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -423891.968750 Penalty: 4083.158203
	Iteration 26Q: 3 clusters Score -423892 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -423912.531250 Penalty: 4083.158203
	Iteration 27Q: 3 clusters Score -423912.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -423930.593750 Penalty: 4083.158203
	Iteration 28Q: 3 clusters Score -423930.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -423947.781250 Penalty: 4083.158203
	Iteration 29Q: 3 clusters Score -423947.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -423961.343750 Penalty: 4083.158203
	Iteration 30Q: 3 clusters Score -423961.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -423974.250000 Penalty: 4083.158203
	Iteration 31Q: 3 clusters Score -423974.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 2996 members 
Entering Unmasked Estep 
Score: -423980.468750 Penalty: 4083.158203
	Iteration 32Q: 3 clusters Score -423980.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -423988.593750 Penalty: 4083.158203
	Iteration 33Q: 3 clusters Score -423988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -423994.812500 Penalty: 4083.158203
	Iteration 34Q: 3 clusters Score -423994.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -423997.687500 Penalty: 4083.158203
	Iteration 35Q: 3 clusters Score -423997.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -424001.343750 Penalty: 4083.158203
	Iteration 36Q: 3 clusters Score -424001.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -424004.843750 Penalty: 4083.158203
	Iteration 37Q: 3 clusters Score -424004.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -424007.875000 Penalty: 4083.158203
	Iteration 38Q: 3 clusters Score -424007.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -424010.375000 Penalty: 4083.158203
	Iteration 39Q: 3 clusters Score -424010.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -424013.343750 Penalty: 4083.158203
	Iteration 40F: 3 clusters Score -424013.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -424017.312500 Penalty: 4083.158203
	Iteration 41Q: 3 clusters Score -424017.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -424022.312500 Penalty: 4083.158203
	Iteration 42Q: 3 clusters Score -424022.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -424027.937500 Penalty: 4083.158203
	Iteration 43Q: 3 clusters Score -424027.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -424032.875000 Penalty: 4083.158203
	Iteration 44Q: 3 clusters Score -424032.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -424038.937500 Penalty: 4083.158203
	Iteration 45Q: 3 clusters Score -424038.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -424043.562500 Penalty: 4083.158203
	Iteration 46Q: 3 clusters Score -424043.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -424046.937500 Penalty: 4083.158203
	Iteration 47Q: 3 clusters Score -424046.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -424047.187500 Penalty: 4083.158203
	Iteration 48Q: 3 clusters Score -424047.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -424047.781250 Penalty: 4083.158203
	Iteration 49Q: 3 clusters Score -424047.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -424048.187500 Penalty: 4083.158203
	Iteration 50Q: 3 clusters Score -424048.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -424049.562500 Penalty: 4083.158203
	Iteration 51Q: 3 clusters Score -424049.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -424050.500000 Penalty: 4083.158203
	Iteration 52Q: 3 clusters Score -424050.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -424051.687500 Penalty: 4083.158203
	Iteration 53Q: 3 clusters Score -424051.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -424052.125000 Penalty: 4083.158203
	Iteration 54Q: 3 clusters Score -424052.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -424054.562500 Penalty: 4083.158203
	Iteration 55Q: 3 clusters Score -424054.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -424059.187500 Penalty: 4083.158203
	Iteration 56Q: 3 clusters Score -424059.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -424061.687500 Penalty: 4083.158203
	Iteration 57Q: 3 clusters Score -424061.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -424063.937500 Penalty: 4083.158203
	Iteration 58Q: 3 clusters Score -424063.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -424066.343750 Penalty: 4083.158203
	Iteration 59Q: 3 clusters Score -424066.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -424068.937500 Penalty: 4083.158203
	Iteration 60F: 3 clusters Score -424068.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -424071.750000 Penalty: 4083.158203
	Iteration 61Q: 3 clusters Score -424071.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -424071.406250 Penalty: 4083.158203
	Iteration 62Q: 3 clusters Score -424071.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -424073.625000 Penalty: 4083.158203
	Iteration 63Q: 3 clusters Score -424073.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -424074.062500 Penalty: 4083.158203
	Iteration 64Q: 3 clusters Score -424074.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -424074.125000 Penalty: 4083.158203
	Iteration 65Q: 3 clusters Score -424074.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -424074.125000 Penalty: 4083.158203
	Iteration 66F: 3 clusters Score -424074.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (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: -817409.437500 Penalty: 2239.057617
	Iteration 0F: 2 clusters Score -817409.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -810854.562500 Penalty: 4478.115234
	Iteration 0F: 3 clusters Score -810854.6 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -812776.187500 Penalty: 4478.115234
	Iteration 1F: 3 clusters Score -812776.2 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -813169.062500 Penalty: 4478.115234
	Iteration 2F: 3 clusters Score -813169.1 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -813525.625000 Penalty: 4478.115234
	Iteration 3F: 3 clusters Score -813525.6 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -813850.312500 Penalty: 4478.115234
	Iteration 4F: 3 clusters Score -813850.3 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -814193.750000 Penalty: 4478.115234
	Iteration 5F: 3 clusters Score -814193.8 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -814558.937500 Penalty: 4478.115234
	Iteration 6F: 3 clusters Score -814558.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5498 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -814935.562500 Penalty: 4478.115234
	Iteration 7F: 3 clusters Score -814935.6 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -815249.500000 Penalty: 4478.115234
	Iteration 8F: 3 clusters Score -815249.5 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -815469.312500 Penalty: 4478.115234
	Iteration 9Q: 3 clusters Score -815469.3 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -815633.125000 Penalty: 4478.115234
	Iteration 10Q: 3 clusters Score -815633.1 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -815769.500000 Penalty: 4478.115234
	Iteration 11Q: 3 clusters Score -815769.5 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -815888.687500 Penalty: 4478.115234
	Iteration 12Q: 3 clusters Score -815888.7 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -816020.562500 Penalty: 4478.115234
	Iteration 13Q: 3 clusters Score -816020.6 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -816172.375000 Penalty: 4478.115234
	Iteration 14Q: 3 clusters Score -816172.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6298 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -816308.437500 Penalty: 4478.115234
	Iteration 15Q: 3 clusters Score -816308.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -816421.562500 Penalty: 4478.115234
	Iteration 16Q: 3 clusters Score -816421.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -816500.312500 Penalty: 4478.115234
	Iteration 17Q: 3 clusters Score -816500.3 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -816546.000000 Penalty: 4478.115234
	Iteration 18Q: 3 clusters Score -816546 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6423 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -816575.812500 Penalty: 4478.115234
	Iteration 19Q: 3 clusters Score -816575.8 nChanged 62
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: -816597.187500 Penalty: 4478.115234
	Iteration 20F: 3 clusters Score -816597.2 nChanged 29
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: -816606.750000 Penalty: 4478.115234
	Iteration 21Q: 3 clusters Score -816606.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -816613.375000 Penalty: 4478.115234
	Iteration 22Q: 3 clusters Score -816613.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -816619.062500 Penalty: 4478.115234
	Iteration 23Q: 3 clusters Score -816619.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -816619.125000 Penalty: 4478.115234
	Iteration 24Q: 3 clusters Score -816619.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -816620.000000 Penalty: 4478.115234
	Iteration 25Q: 3 clusters Score -816620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -816619.562500 Penalty: 4478.115234
	Iteration 26Q: 3 clusters Score -816619.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6454 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -816621.500000 Penalty: 4478.115234
	Iteration 27Q: 3 clusters Score -816621.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -816621.562500 Penalty: 4478.115234
	Iteration 28Q: 3 clusters Score -816621.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -816621.187500 Penalty: 4478.115234
	Iteration 29Q: 3 clusters Score -816621.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6456 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -816621.187500 Penalty: 4478.115234
	Iteration 30F: 3 clusters Score -816621.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (79263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79263 members 
Entering Unmasked Estep 
Score: -9035653.000000 Penalty: 2797.570801
	Iteration 0F: 2 clusters Score -9035653 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 39512 members 
Entering Unmasked Estep 
Score: -8982540.000000 Penalty: 5595.141602
	Iteration 0F: 3 clusters Score -8982540 nChanged 37168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40645 members 
Mstep: Class 2 contains 38618 members 
Entering Unmasked Estep 
Score: -9003274.000000 Penalty: 5595.141602
	Iteration 1F: 3 clusters Score -9003274 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
Score: -9003879.000000 Penalty: 5595.141602
	Iteration 2Q: 3 clusters Score -9003879 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42719 members 
Mstep: Class 2 contains 36544 members 
Entering Unmasked Estep 
Score: -9004525.000000 Penalty: 5595.141602
	Iteration 3Q: 3 clusters Score -9004525 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 34594 members 
Entering Unmasked Estep 
Score: -9005344.000000 Penalty: 5595.141602
	Iteration 4Q: 3 clusters Score -9005344 nChanged 3311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47530 members 
Mstep: Class 2 contains 31733 members 
Entering Unmasked Estep 
Score: -9006819.000000 Penalty: 5595.141602
	Iteration 5Q: 3 clusters Score -9006819 nChanged 4285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 27670 members 
Entering Unmasked Estep 
Score: -9009244.000000 Penalty: 5595.141602
	Iteration 6F: 3 clusters Score -9009244 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57218 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -9013588.000000 Penalty: 5595.141602
	Iteration 7F: 3 clusters Score -9013588 nChanged 6641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63733 members 
Mstep: Class 2 contains 15530 members 
Entering Unmasked Estep 
Score: -9019533.000000 Penalty: 5595.141602
	Iteration 8F: 3 clusters Score -9019533 nChanged 6263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69856 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -9025580.000000 Penalty: 5595.141602
	Iteration 9F: 3 clusters Score -9025580 nChanged 4414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74150 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -9029865.000000 Penalty: 5595.141602
	Iteration 10F: 3 clusters Score -9029865 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76553 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -9032234.000000 Penalty: 5595.141602
	Iteration 11Q: 3 clusters Score -9032234 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77606 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -9033241.000000 Penalty: 5595.141602
	Iteration 12Q: 3 clusters Score -9033241 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78079 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -9033655.000000 Penalty: 5595.141602
	Iteration 13Q: 3 clusters Score -9033655 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78294 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -9033801.000000 Penalty: 5595.141602
	Iteration 14Q: 3 clusters Score -9033801 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78391 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9033881.000000 Penalty: 5595.141602
	Iteration 15Q: 3 clusters Score -9033881 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78446 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9033933.000000 Penalty: 5595.141602
	Iteration 16Q: 3 clusters Score -9033933 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78478 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -9033959.000000 Penalty: 5595.141602
	Iteration 17Q: 3 clusters Score -9033959 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78506 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -9033978.000000 Penalty: 5595.141602
	Iteration 18Q: 3 clusters Score -9033978 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78515 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -9033981.000000 Penalty: 5595.141602
	Iteration 19Q: 3 clusters Score -9033981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78527 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -9033985.000000 Penalty: 5595.141602
	Iteration 20F: 3 clusters Score -9033985 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78537 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -9033983.000000 Penalty: 5595.141602
	Iteration 21Q: 3 clusters Score -9033983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78545 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -9033994.000000 Penalty: 5595.141602
	Iteration 22Q: 3 clusters Score -9033994 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78554 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9033998.000000 Penalty: 5595.141602
	Iteration 23Q: 3 clusters Score -9033998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9033992.000000 Penalty: 5595.141602
	Iteration 24Q: 3 clusters Score -9033992 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78560 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -9034003.000000 Penalty: 5595.141602
	Iteration 25Q: 3 clusters Score -9034003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78561 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -9033999.000000 Penalty: 5595.141602
	Iteration 26Q: 3 clusters Score -9033999 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78562 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -9033997.000000 Penalty: 5595.141602
	Iteration 27Q: 3 clusters Score -9033997 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78563 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -9033995.000000 Penalty: 5595.141602
	Iteration 28Q: 3 clusters Score -9033995 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9033996.000000 Penalty: 5595.141602
	Iteration 29Q: 3 clusters Score -9033996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78564 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -9033996.000000 Penalty: 5595.141602
	Iteration 30F: 3 clusters Score -9033996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Entering Unmasked Estep 
Score: -1065670.625000 Penalty: 2328.614258
	Iteration 0F: 2 clusters Score -1065671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1056685.250000 Penalty: 4657.228516
	Iteration 0F: 3 clusters Score -1056685 nChanged 5010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1059532.125000 Penalty: 4657.228516
	Iteration 1F: 3 clusters Score -1059532 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6232 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1060230.500000 Penalty: 4657.228516
	Iteration 2F: 3 clusters Score -1060230 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6321 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1061132.375000 Penalty: 4657.228516
	Iteration 3F: 3 clusters Score -1061132 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6436 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -1062157.125000 Penalty: 4657.228516
	Iteration 4F: 3 clusters Score -1062157 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1063104.625000 Penalty: 4657.228516
	Iteration 5F: 3 clusters Score -1063105 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6717 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1063751.375000 Penalty: 4657.228516
	Iteration 6F: 3 clusters Score -1063751 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1064087.000000 Penalty: 4657.228516
	Iteration 7Q: 3 clusters Score -1064087 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -1064240.875000 Penalty: 4657.228516
	Iteration 8Q: 3 clusters Score -1064241 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1064325.375000 Penalty: 4657.228516
	Iteration 9Q: 3 clusters Score -1064325 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 4819 members 
Entering Unmasked Estep 
Score: -1064377.375000 Penalty: 4657.228516
	Iteration 10Q: 3 clusters Score -1064377 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -1064407.625000 Penalty: 4657.228516
	Iteration 11Q: 3 clusters Score -1064408 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1064430.375000 Penalty: 4657.228516
	Iteration 12Q: 3 clusters Score -1064430 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -1064444.750000 Penalty: 4657.228516
	Iteration 13Q: 3 clusters Score -1064445 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -1064457.250000 Penalty: 4657.228516
	Iteration 14Q: 3 clusters Score -1064457 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7431 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -1064474.375000 Penalty: 4657.228516
	Iteration 15Q: 3 clusters Score -1064474 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -1064485.375000 Penalty: 4657.228516
	Iteration 16Q: 3 clusters Score -1064485 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1064496.250000 Penalty: 4657.228516
	Iteration 17Q: 3 clusters Score -1064496 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1064508.125000 Penalty: 4657.228516
	Iteration 18Q: 3 clusters Score -1064508 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7588 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1064519.500000 Penalty: 4657.228516
	Iteration 19Q: 3 clusters Score -1064520 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1064526.750000 Penalty: 4657.228516
	Iteration 20F: 3 clusters Score -1064527 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7657 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -1064536.500000 Penalty: 4657.228516
	Iteration 21Q: 3 clusters Score -1064536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1064540.875000 Penalty: 4657.228516
	Iteration 22Q: 3 clusters Score -1064541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -1064545.625000 Penalty: 4657.228516
	Iteration 23Q: 3 clusters Score -1064546 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7727 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -1064551.500000 Penalty: 4657.228516
	Iteration 24Q: 3 clusters Score -1064552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -1064550.250000 Penalty: 4657.228516
	Iteration 25Q: 3 clusters Score -1064550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1064556.375000 Penalty: 4657.228516
	Iteration 26Q: 3 clusters Score -1064556 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1064560.125000 Penalty: 4657.228516
	Iteration 27Q: 3 clusters Score -1064560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7809 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -1064566.125000 Penalty: 4657.228516
	Iteration 28Q: 3 clusters Score -1064566 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -1064575.000000 Penalty: 4657.228516
	Iteration 29Q: 3 clusters Score -1064575 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1064578.500000 Penalty: 4657.228516
	Iteration 30Q: 3 clusters Score -1064578 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7878 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -1064585.625000 Penalty: 4657.228516
	Iteration 31Q: 3 clusters Score -1064586 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1064589.250000 Penalty: 4657.228516
	Iteration 32Q: 3 clusters Score -1064589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1064597.000000 Penalty: 4657.228516
	Iteration 33Q: 3 clusters Score -1064597 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1064603.500000 Penalty: 4657.228516
	Iteration 34Q: 3 clusters Score -1064604 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -1064613.375000 Penalty: 4657.228516
	Iteration 35Q: 3 clusters Score -1064613 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7992 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1064626.000000 Penalty: 4657.228516
	Iteration 36Q: 3 clusters Score -1064626 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1064640.000000 Penalty: 4657.228516
	Iteration 37Q: 3 clusters Score -1064640 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1064664.625000 Penalty: 4657.228516
	Iteration 38Q: 3 clusters Score -1064665 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 3855 members 
Entering Unmasked Estep 
Score: -1064684.250000 Penalty: 4657.228516
	Iteration 39Q: 3 clusters Score -1064684 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -1064702.500000 Penalty: 4657.228516
	Iteration 40F: 3 clusters Score -1064702 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8195 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -1064724.250000 Penalty: 4657.228516
	Iteration 41Q: 3 clusters Score -1064724 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1064735.000000 Penalty: 4657.228516
	Iteration 42Q: 3 clusters Score -1064735 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1064739.125000 Penalty: 4657.228516
	Iteration 43Q: 3 clusters Score -1064739 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8280 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -1064746.875000 Penalty: 4657.228516
	Iteration 44Q: 3 clusters Score -1064747 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -1064749.125000 Penalty: 4657.228516
	Iteration 45Q: 3 clusters Score -1064749 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -1064751.625000 Penalty: 4657.228516
	Iteration 46Q: 3 clusters Score -1064752 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 3658 members 
Entering Unmasked Estep 
Score: -1064751.750000 Penalty: 4657.228516
	Iteration 47Q: 3 clusters Score -1064752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1064754.000000 Penalty: 4657.228516
	Iteration 48Q: 3 clusters Score -1064754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8321 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1064754.375000 Penalty: 4657.228516
	Iteration 49Q: 3 clusters Score -1064754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8327 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1064754.500000 Penalty: 4657.228516
	Iteration 50Q: 3 clusters Score -1064754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1064756.625000 Penalty: 4657.228516
	Iteration 51Q: 3 clusters Score -1064757 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1064759.500000 Penalty: 4657.228516
	Iteration 52Q: 3 clusters Score -1064760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1064760.500000 Penalty: 4657.228516
	Iteration 53Q: 3 clusters Score -1064760 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8346 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -1064760.000000 Penalty: 4657.228516
	Iteration 54Q: 3 clusters Score -1064760 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8351 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1064761.250000 Penalty: 4657.228516
	Iteration 55Q: 3 clusters Score -1064761 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8359 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -1064763.875000 Penalty: 4657.228516
	Iteration 56Q: 3 clusters Score -1064764 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8365 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -1064764.000000 Penalty: 4657.228516
	Iteration 57Q: 3 clusters Score -1064764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -1064767.875000 Penalty: 4657.228516
	Iteration 58Q: 3 clusters Score -1064768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -1064766.000000 Penalty: 4657.228516
	Iteration 59Q: 3 clusters Score -1064766 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1064767.375000 Penalty: 4657.228516
	Iteration 60F: 3 clusters Score -1064767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -1064767.000000 Penalty: 4657.228516
	Iteration 61Q: 3 clusters Score -1064767 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1064767.250000 Penalty: 4657.228516
	Iteration 62Q: 3 clusters Score -1064767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1064767.875000 Penalty: 4657.228516
	Iteration 63Q: 3 clusters Score -1064768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -1064767.875000 Penalty: 4657.228516
	Iteration 64F: 3 clusters Score -1064768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -266761.781250 Penalty: 1918.170654
	Iteration 0F: 2 clusters Score -266761.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -263951.406250 Penalty: 3836.341309
	Iteration 0F: 3 clusters Score -263951.4 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -264460.500000 Penalty: 3836.341309
	Iteration 1F: 3 clusters Score -264460.5 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -264581.718750 Penalty: 3836.341309
	Iteration 2F: 3 clusters Score -264581.7 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -264645.187500 Penalty: 3836.341309
	Iteration 3Q: 3 clusters Score -264645.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -264682.468750 Penalty: 3836.341309
	Iteration 4Q: 3 clusters Score -264682.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -264710.593750 Penalty: 3836.341309
	Iteration 5Q: 3 clusters Score -264710.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -264737.062500 Penalty: 3836.341309
	Iteration 6Q: 3 clusters Score -264737.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -264757.656250 Penalty: 3836.341309
	Iteration 7Q: 3 clusters Score -264757.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -264771.093750 Penalty: 3836.341309
	Iteration 8Q: 3 clusters Score -264771.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -264782.812500 Penalty: 3836.341309
	Iteration 9Q: 3 clusters Score -264782.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -264792.375000 Penalty: 3836.341309
	Iteration 10Q: 3 clusters Score -264792.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -264797.656250 Penalty: 3836.341309
	Iteration 11Q: 3 clusters Score -264797.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -264801.968750 Penalty: 3836.341309
	Iteration 12Q: 3 clusters Score -264802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -264805.250000 Penalty: 3836.341309
	Iteration 13Q: 3 clusters Score -264805.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -264809.906250 Penalty: 3836.341309
	Iteration 14Q: 3 clusters Score -264809.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -264813.375000 Penalty: 3836.341309
	Iteration 15Q: 3 clusters Score -264813.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -264815.968750 Penalty: 3836.341309
	Iteration 16Q: 3 clusters Score -264816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -264817.468750 Penalty: 3836.341309
	Iteration 17Q: 3 clusters Score -264817.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -264817.468750 Penalty: 3836.341309
	Iteration 18F: 3 clusters Score -264817.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -61602.246094 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -61602.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -60002.507812 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -60002.51 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -60251.437500 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -60251.44 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -60316.164062 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -60316.16 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60344.378906 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -60344.38 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60356.027344 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -60356.03 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -60367.640625 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -60367.64 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -60378.648438 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -60378.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -60388.285156 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -60388.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -60397.019531 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -60397.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60402.921875 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -60402.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -60402.921875 Penalty: 3184.317383
	Iteration 10F: 3 clusters Score -60402.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (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: -689469.875000 Penalty: 2166.848389
	Iteration 0F: 2 clusters Score -689469.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -684215.750000 Penalty: 4333.696777
	Iteration 0F: 3 clusters Score -684215.8 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -685615.562500 Penalty: 4333.696777
	Iteration 1F: 3 clusters Score -685615.6 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -686082.750000 Penalty: 4333.696777
	Iteration 2F: 3 clusters Score -686082.8 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -686553.687500 Penalty: 4333.696777
	Iteration 3F: 3 clusters Score -686553.7 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -687048.437500 Penalty: 4333.696777
	Iteration 4F: 3 clusters Score -687048.4 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 4101 members 
Entering Unmasked Estep 
Score: -687528.312500 Penalty: 4333.696777
	Iteration 5F: 3 clusters Score -687528.3 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -687876.062500 Penalty: 4333.696777
	Iteration 6F: 3 clusters Score -687876.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -688105.375000 Penalty: 4333.696777
	Iteration 7Q: 3 clusters Score -688105.4 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -688223.375000 Penalty: 4333.696777
	Iteration 8Q: 3 clusters Score -688223.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 4547 members 
Entering Unmasked Estep 
Score: -688287.687500 Penalty: 4333.696777
	Iteration 9Q: 3 clusters Score -688287.7 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 4591 members 
Entering Unmasked Estep 
Score: -688319.437500 Penalty: 4333.696777
	Iteration 10Q: 3 clusters Score -688319.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -688341.937500 Penalty: 4333.696777
	Iteration 11Q: 3 clusters Score -688341.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -688358.187500 Penalty: 4333.696777
	Iteration 12Q: 3 clusters Score -688358.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -688365.937500 Penalty: 4333.696777
	Iteration 13Q: 3 clusters Score -688365.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -688373.187500 Penalty: 4333.696777
	Iteration 14Q: 3 clusters Score -688373.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 4673 members 
Entering Unmasked Estep 
Score: -688376.375000 Penalty: 4333.696777
	Iteration 15Q: 3 clusters Score -688376.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -688381.312500 Penalty: 4333.696777
	Iteration 16Q: 3 clusters Score -688381.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 4704 members 
Entering Unmasked Estep 
Score: -688386.437500 Penalty: 4333.696777
	Iteration 17Q: 3 clusters Score -688386.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -688390.375000 Penalty: 4333.696777
	Iteration 18Q: 3 clusters Score -688390.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -688391.187500 Penalty: 4333.696777
	Iteration 19Q: 3 clusters Score -688391.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -688394.062500 Penalty: 4333.696777
	Iteration 20F: 3 clusters Score -688394.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -688397.437500 Penalty: 4333.696777
	Iteration 21Q: 3 clusters Score -688397.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -688402.125000 Penalty: 4333.696777
	Iteration 22Q: 3 clusters Score -688402.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -688401.937500 Penalty: 4333.696777
	Iteration 23Q: 3 clusters Score -688401.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -688403.562500 Penalty: 4333.696777
	Iteration 24Q: 3 clusters Score -688403.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -688405.687500 Penalty: 4333.696777
	Iteration 25Q: 3 clusters Score -688405.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 4773 members 
Entering Unmasked Estep 
Score: -688406.812500 Penalty: 4333.696777
	Iteration 26Q: 3 clusters Score -688406.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -688407.062500 Penalty: 4333.696777
	Iteration 27Q: 3 clusters Score -688407.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -688408.062500 Penalty: 4333.696777
	Iteration 28Q: 3 clusters Score -688408.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 4784 members 
Entering Unmasked Estep 
Score: -688408.750000 Penalty: 4333.696777
	Iteration 29Q: 3 clusters Score -688408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -688409.875000 Penalty: 4333.696777
	Iteration 30Q: 3 clusters Score -688409.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -688410.125000 Penalty: 4333.696777
	Iteration 31Q: 3 clusters Score -688410.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -688411.500000 Penalty: 4333.696777
	Iteration 32Q: 3 clusters Score -688411.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 4791 members 
Entering Unmasked Estep 
Score: -688410.937500 Penalty: 4333.696777
	Iteration 33Q: 3 clusters Score -688410.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -688411.500000 Penalty: 4333.696777
	Iteration 34Q: 3 clusters Score -688411.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -688411.937500 Penalty: 4333.696777
	Iteration 35Q: 3 clusters Score -688411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -688411.937500 Penalty: 4333.696777
	Iteration 36F: 3 clusters Score -688411.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 6362 members 
Mstep: Class 3 contains 302491 members 
Mstep: Class 4 contains 9354 members 
Mstep: Class 5 contains 21320 members 
Mstep: Class 6 contains 65909 members 
Mstep: Class 7 contains 45724 members 
Mstep: Class 8 contains 24263 members 
Mstep: Class 9 contains 11909 members 
Mstep: Class 10 contains 304243 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7016 members 
Mstep: Class 13 contains 17815 members 
Mstep: Class 14 contains 195170 members 
Mstep: Class 15 contains 2149 members 
Mstep: Class 16 contains 16947 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 18813 members 
Mstep: Class 19 contains 211884 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8337 members 
Mstep: Class 24 contains 79263 members 
Mstep: Class 25 contains 11963 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 614 members 
Mstep: Class 28 contains 6231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448336.000000 Penalty: 98363.328125
Iteration 79Q: 29 clusters Score -1.614483e+08 nChanged 3555
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 6302 members 
Mstep: Class 3 contains 301696 members 
Mstep: Class 4 contains 9369 members 
Mstep: Class 5 contains 21329 members 
Mstep: Class 6 contains 66024 members 
Mstep: Class 7 contains 45795 members 
Mstep: Class 8 contains 24257 members 
Mstep: Class 9 contains 11880 members 
Mstep: Class 10 contains 304955 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7052 members 
Mstep: Class 13 contains 18087 members 
Mstep: Class 14 contains 194842 members 
Mstep: Class 15 contains 2152 members 
Mstep: Class 16 contains 17013 members 
Mstep: Class 17 contains 5846 members 
Mstep: Class 18 contains 18821 members 
Mstep: Class 19 contains 211746 members 
Mstep: Class 20 contains 8420 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3759 members 
Mstep: Class 23 contains 8343 members 
Mstep: Class 24 contains 79268 members 
Mstep: Class 25 contains 11980 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 618 members 
Mstep: Class 28 contains 6262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448864.000000 Penalty: 98363.328125
Iteration 80F: 29 clusters Score -1.614489e+08 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27591 members 
Mstep: Class 2 contains 6233 members 
Mstep: Class 3 contains 300992 members 
Mstep: Class 4 contains 9390 members 
Mstep: Class 5 contains 21342 members 
Mstep: Class 6 contains 66135 members 
Mstep: Class 7 contains 45858 members 
Mstep: Class 8 contains 24258 members 
Mstep: Class 9 contains 11854 members 
Mstep: Class 10 contains 305460 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7081 members 
Mstep: Class 13 contains 18355 members 
Mstep: Class 14 contains 194618 members 
Mstep: Class 15 contains 2145 members 
Mstep: Class 16 contains 17073 members 
Mstep: Class 17 contains 5843 members 
Mstep: Class 18 contains 18816 members 
Mstep: Class 19 contains 211664 members 
Mstep: Class 20 contains 8417 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3761 members 
Mstep: Class 23 contains 8340 members 
Mstep: Class 24 contains 79276 members 
Mstep: Class 25 contains 11984 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 663 members 
Mstep: Class 28 contains 6272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448816.000000 Penalty: 98363.328125
Iteration 81Q: 29 clusters Score -1.614488e+08 nChanged 4188
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 6160 members 
Mstep: Class 3 contains 300278 members 
Mstep: Class 4 contains 9411 members 
Mstep: Class 5 contains 21338 members 
Mstep: Class 6 contains 66233 members 
Mstep: Class 7 contains 45949 members 
Mstep: Class 8 contains 24255 members 
Mstep: Class 9 contains 11839 members 
Mstep: Class 10 contains 305861 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7119 members 
Mstep: Class 13 contains 18584 members 
Mstep: Class 14 contains 194454 members 
Mstep: Class 15 contains 2146 members 
Mstep: Class 16 contains 17144 members 
Mstep: Class 17 contains 5846 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 211636 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3771 members 
Mstep: Class 23 contains 8338 members 
Mstep: Class 24 contains 79253 members 
Mstep: Class 25 contains 11983 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 723 members 
Mstep: Class 28 contains 6294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449360.000000 Penalty: 98363.328125
Iteration 82Q: 29 clusters Score -1.614494e+08 nChanged 4541
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27537 members 
Mstep: Class 2 contains 6101 members 
Mstep: Class 3 contains 299550 members 
Mstep: Class 4 contains 9433 members 
Mstep: Class 5 contains 21337 members 
Mstep: Class 6 contains 66336 members 
Mstep: Class 7 contains 46027 members 
Mstep: Class 8 contains 24241 members 
Mstep: Class 9 contains 11825 members 
Mstep: Class 10 contains 306205 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7174 members 
Mstep: Class 13 contains 18824 members 
Mstep: Class 14 contains 194369 members 
Mstep: Class 15 contains 2154 members 
Mstep: Class 16 contains 17213 members 
Mstep: Class 17 contains 5851 members 
Mstep: Class 18 contains 18817 members 
Mstep: Class 19 contains 211589 members 
Mstep: Class 20 contains 8421 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3776 members 
Mstep: Class 23 contains 8323 members 
Mstep: Class 24 contains 79240 members 
Mstep: Class 25 contains 11988 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 781 members 
Mstep: Class 28 contains 6310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449168.000000 Penalty: 98363.328125
Iteration 83Q: 29 clusters Score -1.614492e+08 nChanged 4842
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 6031 members 
Mstep: Class 3 contains 299018 members 
Mstep: Class 4 contains 9451 members 
Mstep: Class 5 contains 21331 members 
Mstep: Class 6 contains 66438 members 
Mstep: Class 7 contains 46109 members 
Mstep: Class 8 contains 24227 members 
Mstep: Class 9 contains 11796 members 
Mstep: Class 10 contains 306449 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7232 members 
Mstep: Class 13 contains 19053 members 
Mstep: Class 14 contains 194286 members 
Mstep: Class 15 contains 2161 members 
Mstep: Class 16 contains 17285 members 
Mstep: Class 17 contains 5853 members 
Mstep: Class 18 contains 18816 members 
Mstep: Class 19 contains 211492 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3782 members 
Mstep: Class 23 contains 8316 members 
Mstep: Class 24 contains 79204 members 
Mstep: Class 25 contains 12003 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 831 members 
Mstep: Class 28 contains 6320 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448576.000000 Penalty: 98363.328125
Iteration 84Q: 29 clusters Score -1.614486e+08 nChanged 4837
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 5950 members 
Mstep: Class 3 contains 298526 members 
Mstep: Class 4 contains 9466 members 
Mstep: Class 5 contains 21329 members 
Mstep: Class 6 contains 66546 members 
Mstep: Class 7 contains 46181 members 
Mstep: Class 8 contains 24219 members 
Mstep: Class 9 contains 11778 members 
Mstep: Class 10 contains 306508 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7276 members 
Mstep: Class 13 contains 19270 members 
Mstep: Class 14 contains 194236 members 
Mstep: Class 15 contains 2172 members 
Mstep: Class 16 contains 17379 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 211476 members 
Mstep: Class 20 contains 8420 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3781 members 
Mstep: Class 23 contains 8318 members 
Mstep: Class 24 contains 79211 members 
Mstep: Class 25 contains 12007 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 861 members 
Mstep: Class 28 contains 6341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448464.000000 Penalty: 98363.328125
Iteration 85Q: 29 clusters Score -1.614485e+08 nChanged 4769
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27486 members 
Mstep: Class 2 contains 5867 members 
Mstep: Class 3 contains 298173 members 
Mstep: Class 4 contains 9485 members 
Mstep: Class 5 contains 21315 members 
Mstep: Class 6 contains 66662 members 
Mstep: Class 7 contains 46233 members 
Mstep: Class 8 contains 24212 members 
Mstep: Class 9 contains 11759 members 
Mstep: Class 10 contains 306450 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7327 members 
Mstep: Class 13 contains 19476 members 
Mstep: Class 14 contains 194239 members 
Mstep: Class 15 contains 2180 members 
Mstep: Class 16 contains 17459 members 
Mstep: Class 17 contains 5854 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 211443 members 
Mstep: Class 20 contains 8418 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3780 members 
Mstep: Class 23 contains 8321 members 
Mstep: Class 24 contains 79220 members 
Mstep: Class 25 contains 12023 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 869 members 
Mstep: Class 28 contains 6352 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448720.000000 Penalty: 98363.328125
Iteration 86Q: 29 clusters Score -1.614487e+08 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27454 members 
Mstep: Class 2 contains 5790 members 
Mstep: Class 3 contains 297959 members 
Mstep: Class 4 contains 9506 members 
Mstep: Class 5 contains 21298 members 
Mstep: Class 6 contains 66784 members 
Mstep: Class 7 contains 46308 members 
Mstep: Class 8 contains 24212 members 
Mstep: Class 9 contains 11753 members 
Mstep: Class 10 contains 306196 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7370 members 
Mstep: Class 13 contains 19671 members 
Mstep: Class 14 contains 194224 members 
Mstep: Class 15 contains 2188 members 
Mstep: Class 16 contains 17530 members 
Mstep: Class 17 contains 5855 members 
Mstep: Class 18 contains 18821 members 
Mstep: Class 19 contains 211465 members 
Mstep: Class 20 contains 8416 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3782 members 
Mstep: Class 23 contains 8323 members 
Mstep: Class 24 contains 79237 members 
Mstep: Class 25 contains 12039 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 875 members 
Mstep: Class 28 contains 6368 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448560.000000 Penalty: 98363.328125
Iteration 87Q: 29 clusters Score -1.614486e+08 nChanged 4384
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 5721 members 
Mstep: Class 3 contains 297886 members 
Mstep: Class 4 contains 9521 members 
Mstep: Class 5 contains 21295 members 
Mstep: Class 6 contains 66865 members 
Mstep: Class 7 contains 46374 members 
Mstep: Class 8 contains 24211 members 
Mstep: Class 9 contains 11732 members 
Mstep: Class 10 contains 305738 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7424 members 
Mstep: Class 13 contains 19843 members 
Mstep: Class 14 contains 194258 members 
Mstep: Class 15 contains 2200 members 
Mstep: Class 16 contains 17606 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 18815 members 
Mstep: Class 19 contains 211533 members 
Mstep: Class 20 contains 8421 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3777 members 
Mstep: Class 23 contains 8328 members 
Mstep: Class 24 contains 79273 members 
Mstep: Class 25 contains 12048 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 877 members 
Mstep: Class 28 contains 6388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449088.000000 Penalty: 98363.328125
Iteration 88Q: 29 clusters Score -1.614491e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27434 members 
Mstep: Class 2 contains 5654 members 
Mstep: Class 3 contains 297910 members 
Mstep: Class 4 contains 9543 members 
Mstep: Class 5 contains 21286 members 
Mstep: Class 6 contains 66965 members 
Mstep: Class 7 contains 46425 members 
Mstep: Class 8 contains 24198 members 
Mstep: Class 9 contains 11711 members 
Mstep: Class 10 contains 305310 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7463 members 
Mstep: Class 13 contains 20025 members 
Mstep: Class 14 contains 194169 members 
Mstep: Class 15 contains 2204 members 
Mstep: Class 16 contains 17682 members 
Mstep: Class 17 contains 5854 members 
Mstep: Class 18 contains 18812 members 
Mstep: Class 19 contains 211598 members 
Mstep: Class 20 contains 8425 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3777 members 
Mstep: Class 23 contains 8323 members 
Mstep: Class 24 contains 79298 members 
Mstep: Class 25 contains 12068 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 880 members 
Mstep: Class 28 contains 6412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449392.000000 Penalty: 98363.328125
Iteration 89Q: 29 clusters Score -1.614494e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27419 members 
Mstep: Class 2 contains 5565 members 
Mstep: Class 3 contains 298128 members 
Mstep: Class 4 contains 9561 members 
Mstep: Class 5 contains 21276 members 
Mstep: Class 6 contains 67067 members 
Mstep: Class 7 contains 46473 members 
Mstep: Class 8 contains 24209 members 
Mstep: Class 9 contains 11689 members 
Mstep: Class 10 contains 304800 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7487 members 
Mstep: Class 13 contains 20203 members 
Mstep: Class 14 contains 194027 members 
Mstep: Class 15 contains 2208 members 
Mstep: Class 16 contains 17756 members 
Mstep: Class 17 contains 5853 members 
Mstep: Class 18 contains 18806 members 
Mstep: Class 19 contains 211670 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3778 members 
Mstep: Class 23 contains 8319 members 
Mstep: Class 24 contains 79314 members 
Mstep: Class 25 contains 12079 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 884 members 
Mstep: Class 28 contains 6434 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449424.000000 Penalty: 98363.328125
Iteration 90Q: 29 clusters Score -1.614494e+08 nChanged 3547
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 5491 members 
Mstep: Class 3 contains 298451 members 
Mstep: Class 4 contains 9579 members 
Mstep: Class 5 contains 21273 members 
Mstep: Class 6 contains 67152 members 
Mstep: Class 7 contains 46516 members 
Mstep: Class 8 contains 24198 members 
Mstep: Class 9 contains 11666 members 
Mstep: Class 10 contains 304278 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7500 members 
Mstep: Class 13 contains 20354 members 
Mstep: Class 14 contains 193826 members 
Mstep: Class 15 contains 2212 members 
Mstep: Class 16 contains 17811 members 
Mstep: Class 17 contains 5853 members 
Mstep: Class 18 contains 18806 members 
Mstep: Class 19 contains 211770 members 
Mstep: Class 20 contains 8426 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3778 members 
Mstep: Class 23 contains 8325 members 
Mstep: Class 24 contains 79333 members 
Mstep: Class 25 contains 12092 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 886 members 
Mstep: Class 28 contains 6456 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449824.000000 Penalty: 98363.328125
Iteration 91Q: 29 clusters Score -1.614498e+08 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 5414 members 
Mstep: Class 3 contains 298847 members 
Mstep: Class 4 contains 9597 members 
Mstep: Class 5 contains 21266 members 
Mstep: Class 6 contains 67231 members 
Mstep: Class 7 contains 46553 members 
Mstep: Class 8 contains 24198 members 
Mstep: Class 9 contains 11643 members 
Mstep: Class 10 contains 303752 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7522 members 
Mstep: Class 13 contains 20504 members 
Mstep: Class 14 contains 193582 members 
Mstep: Class 15 contains 2218 members 
Mstep: Class 16 contains 17866 members 
Mstep: Class 17 contains 5849 members 
Mstep: Class 18 contains 18801 members 
Mstep: Class 19 contains 211825 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3779 members 
Mstep: Class 23 contains 8328 members 
Mstep: Class 24 contains 79379 members 
Mstep: Class 25 contains 12098 members 
Mstep: Class 26 contains 2279 members 
Mstep: Class 27 contains 888 members 
Mstep: Class 28 contains 6471 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449936.000000 Penalty: 98363.328125
Iteration 92Q: 29 clusters Score -1.614499e+08 nChanged 3337
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 5340 members 
Mstep: Class 3 contains 299353 members 
Mstep: Class 4 contains 9622 members 
Mstep: Class 5 contains 21250 members 
Mstep: Class 6 contains 67283 members 
Mstep: Class 7 contains 46598 members 
Mstep: Class 8 contains 24194 members 
Mstep: Class 9 contains 11612 members 
Mstep: Class 10 contains 303251 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7539 members 
Mstep: Class 13 contains 20641 members 
Mstep: Class 14 contains 193300 members 
Mstep: Class 15 contains 2222 members 
Mstep: Class 16 contains 17915 members 
Mstep: Class 17 contains 5849 members 
Mstep: Class 18 contains 18796 members 
Mstep: Class 19 contains 211846 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3779 members 
Mstep: Class 23 contains 8330 members 
Mstep: Class 24 contains 79417 members 
Mstep: Class 25 contains 12111 members 
Mstep: Class 26 contains 2279 members 
Mstep: Class 27 contains 889 members 
Mstep: Class 28 contains 6486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450512.000000 Penalty: 98363.328125
Iteration 93Q: 29 clusters Score -1.614505e+08 nChanged 3344
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 5259 members 
Mstep: Class 3 contains 300018 members 
Mstep: Class 4 contains 9640 members 
Mstep: Class 5 contains 21245 members 
Mstep: Class 6 contains 67331 members 
Mstep: Class 7 contains 46637 members 
Mstep: Class 8 contains 24188 members 
Mstep: Class 9 contains 11585 members 
Mstep: Class 10 contains 302722 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7549 members 
Mstep: Class 13 contains 20756 members 
Mstep: Class 14 contains 192972 members 
Mstep: Class 15 contains 2224 members 
Mstep: Class 16 contains 17950 members 
Mstep: Class 17 contains 5849 members 
Mstep: Class 18 contains 18792 members 
Mstep: Class 19 contains 211844 members 
Mstep: Class 20 contains 8427 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3780 members 
Mstep: Class 23 contains 8330 members 
Mstep: Class 24 contains 79444 members 
Mstep: Class 25 contains 12128 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 889 members 
Mstep: Class 28 contains 6504 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450112.000000 Penalty: 98363.328125
Iteration 94Q: 29 clusters Score -1.614501e+08 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 5185 members 
Mstep: Class 3 contains 300802 members 
Mstep: Class 4 contains 9666 members 
Mstep: Class 5 contains 21236 members 
Mstep: Class 6 contains 67377 members 
Mstep: Class 7 contains 46670 members 
Mstep: Class 8 contains 24184 members 
Mstep: Class 9 contains 11556 members 
Mstep: Class 10 contains 302195 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7547 members 
Mstep: Class 13 contains 20858 members 
Mstep: Class 14 contains 192598 members 
Mstep: Class 15 contains 2229 members 
Mstep: Class 16 contains 17990 members 
Mstep: Class 17 contains 5852 members 
Mstep: Class 18 contains 18787 members 
Mstep: Class 19 contains 211792 members 
Mstep: Class 20 contains 8426 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3780 members 
Mstep: Class 23 contains 8328 members 
Mstep: Class 24 contains 79472 members 
Mstep: Class 25 contains 12138 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 889 members 
Mstep: Class 28 contains 6522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450368.000000 Penalty: 98363.328125
Iteration 95Q: 29 clusters Score -1.614504e+08 nChanged 3454
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27347 members 
Mstep: Class 2 contains 5115 members 
Mstep: Class 3 contains 301626 members 
Mstep: Class 4 contains 9698 members 
Mstep: Class 5 contains 21225 members 
Mstep: Class 6 contains 67412 members 
Mstep: Class 7 contains 46689 members 
Mstep: Class 8 contains 24178 members 
Mstep: Class 9 contains 11536 members 
Mstep: Class 10 contains 301758 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7563 members 
Mstep: Class 13 contains 20955 members 
Mstep: Class 14 contains 192174 members 
Mstep: Class 15 contains 2235 members 
Mstep: Class 16 contains 18026 members 
Mstep: Class 17 contains 5853 members 
Mstep: Class 18 contains 18785 members 
Mstep: Class 19 contains 211657 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3782 members 
Mstep: Class 23 contains 8326 members 
Mstep: Class 24 contains 79492 members 
Mstep: Class 25 contains 12148 members 
Mstep: Class 26 contains 2279 members 
Mstep: Class 27 contains 890 members 
Mstep: Class 28 contains 6536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450176.000000 Penalty: 98363.328125
Iteration 96Q: 29 clusters Score -1.614502e+08 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 5052 members 
Mstep: Class 3 contains 302664 members 
Mstep: Class 4 contains 9726 members 
Mstep: Class 5 contains 21210 members 
Mstep: Class 6 contains 67429 members 
Mstep: Class 7 contains 46704 members 
Mstep: Class 8 contains 24191 members 
Mstep: Class 9 contains 11507 members 
Mstep: Class 10 contains 301124 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7590 members 
Mstep: Class 13 contains 21034 members 
Mstep: Class 14 contains 191755 members 
Mstep: Class 15 contains 2238 members 
Mstep: Class 16 contains 18073 members 
Mstep: Class 17 contains 5853 members 
Mstep: Class 18 contains 18781 members 
Mstep: Class 19 contains 211498 members 
Mstep: Class 20 contains 8422 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3782 members 
Mstep: Class 23 contains 8320 members 
Mstep: Class 24 contains 79519 members 
Mstep: Class 25 contains 12161 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 6559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450192.000000 Penalty: 98363.328125
Iteration 97Q: 29 clusters Score -1.614502e+08 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27342 members 
Mstep: Class 2 contains 4975 members 
Mstep: Class 3 contains 303611 members 
Mstep: Class 4 contains 9748 members 
Mstep: Class 5 contains 21194 members 
Mstep: Class 6 contains 67434 members 
Mstep: Class 7 contains 46726 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 11480 members 
Mstep: Class 10 contains 300625 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7609 members 
Mstep: Class 13 contains 21120 members 
Mstep: Class 14 contains 191299 members 
Mstep: Class 15 contains 2242 members 
Mstep: Class 16 contains 18127 members 
Mstep: Class 17 contains 5857 members 
Mstep: Class 18 contains 18773 members 
Mstep: Class 19 contains 211301 members 
Mstep: Class 20 contains 8421 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3782 members 
Mstep: Class 23 contains 8317 members 
Mstep: Class 24 contains 79605 members 
Mstep: Class 25 contains 12171 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 6576 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450608.000000 Penalty: 98363.328125
Iteration 98Q: 29 clusters Score -1.614506e+08 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27328 members 
Mstep: Class 2 contains 4911 members 
Mstep: Class 3 contains 304534 members 
Mstep: Class 4 contains 9774 members 
Mstep: Class 5 contains 21181 members 
Mstep: Class 6 contains 67457 members 
Mstep: Class 7 contains 46753 members 
Mstep: Class 8 contains 24212 members 
Mstep: Class 9 contains 11459 members 
Mstep: Class 10 contains 300188 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7621 members 
Mstep: Class 13 contains 21193 members 
Mstep: Class 14 contains 190821 members 
Mstep: Class 15 contains 2247 members 
Mstep: Class 16 contains 18174 members 
Mstep: Class 17 contains 5858 members 
Mstep: Class 18 contains 18776 members 
Mstep: Class 19 contains 211085 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 8314 members 
Mstep: Class 24 contains 79672 members 
Mstep: Class 25 contains 12178 members 
Mstep: Class 26 contains 2279 members 
Mstep: Class 27 contains 891 members 
Mstep: Class 28 contains 6594 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451056.000000 Penalty: 98363.328125
Iteration 99Q: 29 clusters Score -1.614511e+08 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27305 members 
Mstep: Class 2 contains 4859 members 
Mstep: Class 3 contains 305287 members 
Mstep: Class 4 contains 9786 members 
Mstep: Class 5 contains 21165 members 
Mstep: Class 6 contains 67476 members 
Mstep: Class 7 contains 46786 members 
Mstep: Class 8 contains 24222 members 
Mstep: Class 9 contains 11447 members 
Mstep: Class 10 contains 299945 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7631 members 
Mstep: Class 13 contains 21281 members 
Mstep: Class 14 contains 190318 members 
Mstep: Class 15 contains 2255 members 
Mstep: Class 16 contains 18226 members 
Mstep: Class 17 contains 5859 members 
Mstep: Class 18 contains 18776 members 
Mstep: Class 19 contains 210856 members 
Mstep: Class 20 contains 8424 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 8314 members 
Mstep: Class 24 contains 79739 members 
Mstep: Class 25 contains 12184 members 
Mstep: Class 26 contains 2279 members 
Mstep: Class 27 contains 894 members 
Mstep: Class 28 contains 6610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450336.000000 Penalty: 98363.328125
Iteration 100F: 29 clusters Score -1.614503e+08 nChanged 5272
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27286 members 
Mstep: Class 2 contains 4811 members 
Mstep: Class 3 contains 305875 members 
Mstep: Class 4 contains 9802 members 
Mstep: Class 5 contains 21153 members 
Mstep: Class 6 contains 67493 members 
Mstep: Class 7 contains 46831 members 
Mstep: Class 8 contains 24226 members 
Mstep: Class 9 contains 11426 members 
Mstep: Class 10 contains 299914 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7652 members 
Mstep: Class 13 contains 21387 members 
Mstep: Class 14 contains 189812 members 
Mstep: Class 15 contains 2259 members 
Mstep: Class 16 contains 18268 members 
Mstep: Class 17 contains 5859 members 
Mstep: Class 18 contains 18762 members 
Mstep: Class 19 contains 210568 members 
Mstep: Class 20 contains 8426 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3783 members 
Mstep: Class 23 contains 8304 members 
Mstep: Class 24 contains 79795 members 
Mstep: Class 25 contains 12192 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 917 members 
Mstep: Class 28 contains 6625 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161450000.000000 Penalty: 98363.328125
Iteration 101Q: 29 clusters Score -1.6145e+08 nChanged 5170
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27280 members 
Mstep: Class 2 contains 4772 members 
Mstep: Class 3 contains 306296 members 
Mstep: Class 4 contains 9827 members 
Mstep: Class 5 contains 21150 members 
Mstep: Class 6 contains 67500 members 
Mstep: Class 7 contains 46859 members 
Mstep: Class 8 contains 24234 members 
Mstep: Class 9 contains 11398 members 
Mstep: Class 10 contains 300032 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7670 members 
Mstep: Class 13 contains 21456 members 
Mstep: Class 14 contains 189370 members 
Mstep: Class 15 contains 2265 members 
Mstep: Class 16 contains 18304 members 
Mstep: Class 17 contains 5861 members 
Mstep: Class 18 contains 18755 members 
Mstep: Class 19 contains 210294 members 
Mstep: Class 20 contains 8423 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3792 members 
Mstep: Class 23 contains 8293 members 
Mstep: Class 24 contains 79797 members 
Mstep: Class 25 contains 12206 members 
Mstep: Class 26 contains 2282 members 
Mstep: Class 27 contains 939 members 
Mstep: Class 28 contains 6652 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449584.000000 Penalty: 98363.328125
Iteration 102Q: 29 clusters Score -1.614496e+08 nChanged 4902
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27282 members 
Mstep: Class 2 contains 4739 members 
Mstep: Class 3 contains 306429 members 
Mstep: Class 4 contains 9840 members 
Mstep: Class 5 contains 21135 members 
Mstep: Class 6 contains 67542 members 
Mstep: Class 7 contains 46897 members 
Mstep: Class 8 contains 24238 members 
Mstep: Class 9 contains 11377 members 
Mstep: Class 10 contains 300335 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7684 members 
Mstep: Class 13 contains 21514 members 
Mstep: Class 14 contains 188997 members 
Mstep: Class 15 contains 2282 members 
Mstep: Class 16 contains 18342 members 
Mstep: Class 17 contains 5859 members 
Mstep: Class 18 contains 18753 members 
Mstep: Class 19 contains 210019 members 
Mstep: Class 20 contains 8418 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3798 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 79828 members 
Mstep: Class 25 contains 12212 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 945 members 
Mstep: Class 28 contains 6675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449184.000000 Penalty: 98363.328125
Iteration 103Q: 29 clusters Score -1.614492e+08 nChanged 4610
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27277 members 
Mstep: Class 2 contains 4680 members 
Mstep: Class 3 contains 306332 members 
Mstep: Class 4 contains 9858 members 
Mstep: Class 5 contains 21129 members 
Mstep: Class 6 contains 67574 members 
Mstep: Class 7 contains 46943 members 
Mstep: Class 8 contains 24253 members 
Mstep: Class 9 contains 11358 members 
Mstep: Class 10 contains 300811 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7704 members 
Mstep: Class 13 contains 21578 members 
Mstep: Class 14 contains 188651 members 
Mstep: Class 15 contains 2300 members 
Mstep: Class 16 contains 18385 members 
Mstep: Class 17 contains 5859 members 
Mstep: Class 18 contains 18751 members 
Mstep: Class 19 contains 209739 members 
Mstep: Class 20 contains 8414 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 8285 members 
Mstep: Class 24 contains 79894 members 
Mstep: Class 25 contains 12208 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 943 members 
Mstep: Class 28 contains 6698 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449424.000000 Penalty: 98363.328125
Iteration 104Q: 29 clusters Score -1.614494e+08 nChanged 4127
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27263 members 
Mstep: Class 2 contains 4632 members 
Mstep: Class 3 contains 305972 members 
Mstep: Class 4 contains 9874 members 
Mstep: Class 5 contains 21126 members 
Mstep: Class 6 contains 67614 members 
Mstep: Class 7 contains 46973 members 
Mstep: Class 8 contains 24239 members 
Mstep: Class 9 contains 11343 members 
Mstep: Class 10 contains 301587 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7735 members 
Mstep: Class 13 contains 21650 members 
Mstep: Class 14 contains 188325 members 
Mstep: Class 15 contains 2315 members 
Mstep: Class 16 contains 18435 members 
Mstep: Class 17 contains 5856 members 
Mstep: Class 18 contains 18753 members 
Mstep: Class 19 contains 209434 members 
Mstep: Class 20 contains 8413 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3795 members 
Mstep: Class 23 contains 8286 members 
Mstep: Class 24 contains 79919 members 
Mstep: Class 25 contains 12221 members 
Mstep: Class 26 contains 2282 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 6719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449008.000000 Penalty: 98363.328125
Iteration 105Q: 29 clusters Score -1.61449e+08 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 4585 members 
Mstep: Class 3 contains 305291 members 
Mstep: Class 4 contains 9894 members 
Mstep: Class 5 contains 21125 members 
Mstep: Class 6 contains 67662 members 
Mstep: Class 7 contains 47002 members 
Mstep: Class 8 contains 24227 members 
Mstep: Class 9 contains 11329 members 
Mstep: Class 10 contains 302520 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7764 members 
Mstep: Class 13 contains 21734 members 
Mstep: Class 14 contains 188114 members 
Mstep: Class 15 contains 2332 members 
Mstep: Class 16 contains 18482 members 
Mstep: Class 17 contains 5855 members 
Mstep: Class 18 contains 18759 members 
Mstep: Class 19 contains 209154 members 
Mstep: Class 20 contains 8413 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3790 members 
Mstep: Class 23 contains 8285 members 
Mstep: Class 24 contains 79931 members 
Mstep: Class 25 contains 12233 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 6747 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161449008.000000 Penalty: 98363.328125
Iteration 106Q: 29 clusters Score -1.61449e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27241 members 
Mstep: Class 2 contains 4525 members 
Mstep: Class 3 contains 304403 members 
Mstep: Class 4 contains 9927 members 
Mstep: Class 5 contains 21141 members 
Mstep: Class 6 contains 67706 members 
Mstep: Class 7 contains 47029 members 
Mstep: Class 8 contains 24212 members 
Mstep: Class 9 contains 11313 members 
Mstep: Class 10 contains 303568 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7789 members 
Mstep: Class 13 contains 21784 members 
Mstep: Class 14 contains 187971 members 
Mstep: Class 15 contains 2345 members 
Mstep: Class 16 contains 18520 members 
Mstep: Class 17 contains 5847 members 
Mstep: Class 18 contains 18753 members 
Mstep: Class 19 contains 208928 members 
Mstep: Class 20 contains 8411 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3790 members 
Mstep: Class 23 contains 8284 members 
Mstep: Class 24 contains 79969 members 
Mstep: Class 25 contains 12255 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 945 members 
Mstep: Class 28 contains 6766 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448480.000000 Penalty: 98363.328125
Iteration 107Q: 29 clusters Score -1.614485e+08 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27226 members 
Mstep: Class 2 contains 4441 members 
Mstep: Class 3 contains 303243 members 
Mstep: Class 4 contains 9951 members 
Mstep: Class 5 contains 21144 members 
Mstep: Class 6 contains 67730 members 
Mstep: Class 7 contains 47071 members 
Mstep: Class 8 contains 24215 members 
Mstep: Class 9 contains 11284 members 
Mstep: Class 10 contains 304723 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7814 members 
Mstep: Class 13 contains 21830 members 
Mstep: Class 14 contains 187959 members 
Mstep: Class 15 contains 2357 members 
Mstep: Class 16 contains 18555 members 
Mstep: Class 17 contains 5849 members 
Mstep: Class 18 contains 18756 members 
Mstep: Class 19 contains 208750 members 
Mstep: Class 20 contains 8408 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 8282 members 
Mstep: Class 24 contains 80036 members 
Mstep: Class 25 contains 12273 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 945 members 
Mstep: Class 28 contains 6791 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447856.000000 Penalty: 98363.328125
Iteration 108Q: 29 clusters Score -1.614479e+08 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 4335 members 
Mstep: Class 3 contains 301951 members 
Mstep: Class 4 contains 9980 members 
Mstep: Class 5 contains 21161 members 
Mstep: Class 6 contains 67779 members 
Mstep: Class 7 contains 47138 members 
Mstep: Class 8 contains 24219 members 
Mstep: Class 9 contains 11248 members 
Mstep: Class 10 contains 305820 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7847 members 
Mstep: Class 13 contains 21890 members 
Mstep: Class 14 contains 187998 members 
Mstep: Class 15 contains 2365 members 
Mstep: Class 16 contains 18587 members 
Mstep: Class 17 contains 5849 members 
Mstep: Class 18 contains 18766 members 
Mstep: Class 19 contains 208652 members 
Mstep: Class 20 contains 8406 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3791 members 
Mstep: Class 23 contains 8282 members 
Mstep: Class 24 contains 80097 members 
Mstep: Class 25 contains 12288 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 945 members 
Mstep: Class 28 contains 6816 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447920.000000 Penalty: 98363.328125
Iteration 109Q: 29 clusters Score -1.614479e+08 nChanged 4263
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 4240 members 
Mstep: Class 3 contains 300475 members 
Mstep: Class 4 contains 10002 members 
Mstep: Class 5 contains 21162 members 
Mstep: Class 6 contains 67850 members 
Mstep: Class 7 contains 47206 members 
Mstep: Class 8 contains 24224 members 
Mstep: Class 9 contains 11218 members 
Mstep: Class 10 contains 306890 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7879 members 
Mstep: Class 13 contains 21950 members 
Mstep: Class 14 contains 188116 members 
Mstep: Class 15 contains 2373 members 
Mstep: Class 16 contains 18637 members 
Mstep: Class 17 contains 5850 members 
Mstep: Class 18 contains 18768 members 
Mstep: Class 19 contains 208659 members 
Mstep: Class 20 contains 8402 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3796 members 
Mstep: Class 23 contains 8278 members 
Mstep: Class 24 contains 80149 members 
Mstep: Class 25 contains 12307 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 945 members 
Mstep: Class 28 contains 6845 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161447888.000000 Penalty: 98363.328125
Iteration 110Q: 29 clusters Score -1.614479e+08 nChanged 5280
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 4158 members 
Mstep: Class 3 contains 298915 members 
Mstep: Class 4 contains 10022 members 
Mstep: Class 5 contains 21172 members 
Mstep: Class 6 contains 67901 members 
Mstep: Class 7 contains 47280 members 
Mstep: Class 8 contains 24228 members 
Mstep: Class 9 contains 11195 members 
Mstep: Class 10 contains 307753 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7907 members 
Mstep: Class 13 contains 22012 members 
Mstep: Class 14 contains 188405 members 
Mstep: Class 15 contains 2381 members 
Mstep: Class 16 contains 18686 members 
Mstep: Class 17 contains 5850 members 
Mstep: Class 18 contains 18770 members 
Mstep: Class 19 contains 208793 members 
Mstep: Class 20 contains 8400 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 8288 members 
Mstep: Class 24 contains 80179 members 
Mstep: Class 25 contains 12311 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 945 members 
Mstep: Class 28 contains 6881 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446832.000000 Penalty: 98363.328125
Iteration 111Q: 29 clusters Score -1.614468e+08 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 4075 members 
Mstep: Class 3 contains 297474 members 
Mstep: Class 4 contains 10032 members 
Mstep: Class 5 contains 21185 members 
Mstep: Class 6 contains 67988 members 
Mstep: Class 7 contains 47371 members 
Mstep: Class 8 contains 24246 members 
Mstep: Class 9 contains 11173 members 
Mstep: Class 10 contains 308379 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 7933 members 
Mstep: Class 13 contains 22034 members 
Mstep: Class 14 contains 188772 members 
Mstep: Class 15 contains 2386 members 
Mstep: Class 16 contains 18761 members 
Mstep: Class 17 contains 5855 members 
Mstep: Class 18 contains 18769 members 
Mstep: Class 19 contains 208962 members 
Mstep: Class 20 contains 8403 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3799 members 
Mstep: Class 23 contains 8291 members 
Mstep: Class 24 contains 80198 members 
Mstep: Class 25 contains 12313 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 946 members 
Mstep: Class 28 contains 6908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161446192.000000 Penalty: 98363.328125
Iteration 112Q: 29 clusters Score -1.614462e+08 nChanged 6638
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 3986 members 
Mstep: Class 3 contains 295878 members 
Mstep: Class 4 contains 10048 members 
Mstep: Class 5 contains 21202 members 
Mstep: Class 6 contains 68114 members 
Mstep: Class 7 contains 47468 members 
Mstep: Class 8 contains 24253 members 
Mstep: Class 9 contains 11155 members 
Mstep: Class 10 contains 308897 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 7956 members 
Mstep: Class 13 contains 22076 members 
Mstep: Class 14 contains 189248 members 
Mstep: Class 15 contains 2390 members 
Mstep: Class 16 contains 18811 members 
Mstep: Class 17 contains 5863 members 
Mstep: Class 18 contains 18766 members 
Mstep: Class 19 contains 209220 members 
Mstep: Class 20 contains 8400 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 8301 members 
Mstep: Class 24 contains 80234 members 
Mstep: Class 25 contains 12314 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 945 members 
Mstep: Class 28 contains 6931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444544.000000 Penalty: 98363.328125
Iteration 113Q: 29 clusters Score -1.614445e+08 nChanged 7087
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 3895 members 
Mstep: Class 3 contains 293940 members 
Mstep: Class 4 contains 10067 members 
Mstep: Class 5 contains 21206 members 
Mstep: Class 6 contains 68281 members 
Mstep: Class 7 contains 47570 members 
Mstep: Class 8 contains 24252 members 
Mstep: Class 9 contains 11127 members 
Mstep: Class 10 contains 309452 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 7983 members 
Mstep: Class 13 contains 22134 members 
Mstep: Class 14 contains 189825 members 
Mstep: Class 15 contains 2394 members 
Mstep: Class 16 contains 18876 members 
Mstep: Class 17 contains 5860 members 
Mstep: Class 18 contains 18769 members 
Mstep: Class 19 contains 209603 members 
Mstep: Class 20 contains 8397 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 8305 members 
Mstep: Class 24 contains 80292 members 
Mstep: Class 25 contains 12322 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 947 members 
Mstep: Class 28 contains 6959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161442704.000000 Penalty: 98363.328125
Iteration 114Q: 29 clusters Score -1.614427e+08 nChanged 7897
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 3785 members 
Mstep: Class 3 contains 291415 members 
Mstep: Class 4 contains 10083 members 
Mstep: Class 5 contains 21224 members 
Mstep: Class 6 contains 68460 members 
Mstep: Class 7 contains 47724 members 
Mstep: Class 8 contains 24261 members 
Mstep: Class 9 contains 11103 members 
Mstep: Class 10 contains 310254 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 8030 members 
Mstep: Class 13 contains 22193 members 
Mstep: Class 14 contains 190500 members 
Mstep: Class 15 contains 2397 members 
Mstep: Class 16 contains 18938 members 
Mstep: Class 17 contains 5866 members 
Mstep: Class 18 contains 18777 members 
Mstep: Class 19 contains 210140 members 
Mstep: Class 20 contains 8398 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3808 members 
Mstep: Class 23 contains 8307 members 
Mstep: Class 24 contains 80356 members 
Mstep: Class 25 contains 12329 members 
Mstep: Class 26 contains 2284 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 6985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440064.000000 Penalty: 98363.328125
Iteration 115Q: 29 clusters Score -1.614401e+08 nChanged 8506
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27132 members 
Mstep: Class 2 contains 3670 members 
Mstep: Class 3 contains 288653 members 
Mstep: Class 4 contains 10102 members 
Mstep: Class 5 contains 21231 members 
Mstep: Class 6 contains 68674 members 
Mstep: Class 7 contains 47906 members 
Mstep: Class 8 contains 24257 members 
Mstep: Class 9 contains 11083 members 
Mstep: Class 10 contains 310928 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8063 members 
Mstep: Class 13 contains 22251 members 
Mstep: Class 14 contains 191295 members 
Mstep: Class 15 contains 2403 members 
Mstep: Class 16 contains 19003 members 
Mstep: Class 17 contains 5870 members 
Mstep: Class 18 contains 18779 members 
Mstep: Class 19 contains 210899 members 
Mstep: Class 20 contains 8398 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3811 members 
Mstep: Class 23 contains 8313 members 
Mstep: Class 24 contains 80415 members 
Mstep: Class 25 contains 12330 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 948 members 
Mstep: Class 28 contains 7008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161438336.000000 Penalty: 98363.328125
Iteration 116Q: 29 clusters Score -1.614383e+08 nChanged 8083
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 3564 members 
Mstep: Class 3 contains 286262 members 
Mstep: Class 4 contains 10120 members 
Mstep: Class 5 contains 21247 members 
Mstep: Class 6 contains 68908 members 
Mstep: Class 7 contains 48122 members 
Mstep: Class 8 contains 24258 members 
Mstep: Class 9 contains 11067 members 
Mstep: Class 10 contains 310919 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8109 members 
Mstep: Class 13 contains 22327 members 
Mstep: Class 14 contains 192215 members 
Mstep: Class 15 contains 2405 members 
Mstep: Class 16 contains 19075 members 
Mstep: Class 17 contains 5881 members 
Mstep: Class 18 contains 18784 members 
Mstep: Class 19 contains 211720 members 
Mstep: Class 20 contains 8397 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3810 members 
Mstep: Class 23 contains 8320 members 
Mstep: Class 24 contains 80476 members 
Mstep: Class 25 contains 12337 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 949 members 
Mstep: Class 28 contains 7027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437232.000000 Penalty: 98363.328125
Iteration 117Q: 29 clusters Score -1.614372e+08 nChanged 7472
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 3471 members 
Mstep: Class 3 contains 284233 members 
Mstep: Class 4 contains 10141 members 
Mstep: Class 5 contains 21256 members 
Mstep: Class 6 contains 69139 members 
Mstep: Class 7 contains 48311 members 
Mstep: Class 8 contains 24268 members 
Mstep: Class 9 contains 11048 members 
Mstep: Class 10 contains 310515 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8157 members 
Mstep: Class 13 contains 22411 members 
Mstep: Class 14 contains 193163 members 
Mstep: Class 15 contains 2406 members 
Mstep: Class 16 contains 19147 members 
Mstep: Class 17 contains 5883 members 
Mstep: Class 18 contains 18785 members 
Mstep: Class 19 contains 212581 members 
Mstep: Class 20 contains 8391 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3814 members 
Mstep: Class 23 contains 8321 members 
Mstep: Class 24 contains 80522 members 
Mstep: Class 25 contains 12343 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 951 members 
Mstep: Class 28 contains 7045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436368.000000 Penalty: 98363.328125
Iteration 118Q: 29 clusters Score -1.614364e+08 nChanged 6887
Entering ConstructFrom: 
Score: -161436368.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (27119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Entering Unmasked Estep 
Score: -3041727.250000 Penalty: 2531.581543
	Iteration 0F: 2 clusters Score -3041727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13494 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -3023191.500000 Penalty: 5063.163086
	Iteration 0F: 3 clusters Score -3023192 nChanged 12090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13174 members 
Mstep: Class 2 contains 13945 members 
Entering Unmasked Estep 
Score: -3029765.000000 Penalty: 5063.163086
	Iteration 1F: 3 clusters Score -3029765 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -3030284.500000 Penalty: 5063.163086
	Iteration 2F: 3 clusters Score -3030284 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12964 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -3030744.250000 Penalty: 5063.163086
	Iteration 3Q: 3 clusters Score -3030744 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3031156.750000 Penalty: 5063.163086
	Iteration 4Q: 3 clusters Score -3031157 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -3031544.500000 Penalty: 5063.163086
	Iteration 5Q: 3 clusters Score -3031544 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 14347 members 
Entering Unmasked Estep 
Score: -3031883.250000 Penalty: 5063.163086
	Iteration 6Q: 3 clusters Score -3031883 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 14405 members 
Entering Unmasked Estep 
Score: -3032198.500000 Penalty: 5063.163086
	Iteration 7Q: 3 clusters Score -3032198 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12666 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3032511.250000 Penalty: 5063.163086
	Iteration 8Q: 3 clusters Score -3032511 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12547 members 
Mstep: Class 2 contains 14572 members 
Entering Unmasked Estep 
Score: -3032849.500000 Penalty: 5063.163086
	Iteration 9Q: 3 clusters Score -3032850 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12445 members 
Mstep: Class 2 contains 14674 members 
Entering Unmasked Estep 
Score: -3033176.750000 Penalty: 5063.163086
	Iteration 10Q: 3 clusters Score -3033177 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -3033528.000000 Penalty: 5063.163086
	Iteration 11Q: 3 clusters Score -3033528 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -3033885.500000 Penalty: 5063.163086
	Iteration 12Q: 3 clusters Score -3033886 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11919 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3034264.750000 Penalty: 5063.163086
	Iteration 13Q: 3 clusters Score -3034265 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -3034631.250000 Penalty: 5063.163086
	Iteration 14Q: 3 clusters Score -3034631 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -3035020.000000 Penalty: 5063.163086
	Iteration 15Q: 3 clusters Score -3035020 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11033 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -3035372.500000 Penalty: 5063.163086
	Iteration 16Q: 3 clusters Score -3035372 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -3035740.000000 Penalty: 5063.163086
	Iteration 17Q: 3 clusters Score -3035740 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10212 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -3036092.750000 Penalty: 5063.163086
	Iteration 18Q: 3 clusters Score -3036093 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9812 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -3036485.000000 Penalty: 5063.163086
	Iteration 19Q: 3 clusters Score -3036485 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -3036906.250000 Penalty: 5063.163086
	Iteration 20F: 3 clusters Score -3036906 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -3037313.500000 Penalty: 5063.163086
	Iteration 21Q: 3 clusters Score -3037314 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -3037688.250000 Penalty: 5063.163086
	Iteration 22Q: 3 clusters Score -3037688 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3038005.500000 Penalty: 5063.163086
	Iteration 23Q: 3 clusters Score -3038006 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3038238.750000 Penalty: 5063.163086
	Iteration 24Q: 3 clusters Score -3038239 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 19223 members 
Entering Unmasked Estep 
Score: -3038436.250000 Penalty: 5063.163086
	Iteration 25Q: 3 clusters Score -3038436 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3038592.000000 Penalty: 5063.163086
	Iteration 26Q: 3 clusters Score -3038592 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 19582 members 
Entering Unmasked Estep 
Score: -3038692.500000 Penalty: 5063.163086
	Iteration 27Q: 3 clusters Score -3038692 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -3038765.000000 Penalty: 5063.163086
	Iteration 28Q: 3 clusters Score -3038765 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 19882 members 
Entering Unmasked Estep 
Score: -3038825.000000 Penalty: 5063.163086
	Iteration 29Q: 3 clusters Score -3038825 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -3038858.750000 Penalty: 5063.163086
	Iteration 30Q: 3 clusters Score -3038859 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -3038893.000000 Penalty: 5063.163086
	Iteration 31Q: 3 clusters Score -3038893 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6864 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -3038923.000000 Penalty: 5063.163086
	Iteration 32Q: 3 clusters Score -3038923 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -3038941.000000 Penalty: 5063.163086
	Iteration 33Q: 3 clusters Score -3038941 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -3038955.250000 Penalty: 5063.163086
	Iteration 34Q: 3 clusters Score -3038955 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3038973.500000 Penalty: 5063.163086
	Iteration 35Q: 3 clusters Score -3038974 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
Score: -3038982.000000 Penalty: 5063.163086
	Iteration 36Q: 3 clusters Score -3038982 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6422 members 
Mstep: Class 2 contains 20697 members 
Entering Unmasked Estep 
Score: -3038992.750000 Penalty: 5063.163086
	Iteration 37Q: 3 clusters Score -3038993 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 20772 members 
Entering Unmasked Estep 
Score: -3039007.750000 Penalty: 5063.163086
	Iteration 38Q: 3 clusters Score -3039008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -3039023.750000 Penalty: 5063.163086
	Iteration 39Q: 3 clusters Score -3039024 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6241 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -3039022.500000 Penalty: 5063.163086
	Iteration 40F: 3 clusters Score -3039022 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6184 members 
Mstep: Class 2 contains 20935 members 
Entering Unmasked Estep 
Score: -3039034.000000 Penalty: 5063.163086
	Iteration 41Q: 3 clusters Score -3039034 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6134 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -3039040.750000 Penalty: 5063.163086
	Iteration 42Q: 3 clusters Score -3039041 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 21021 members 
Entering Unmasked Estep 
Score: -3039048.500000 Penalty: 5063.163086
	Iteration 43Q: 3 clusters Score -3039048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -3039063.500000 Penalty: 5063.163086
	Iteration 44Q: 3 clusters Score -3039064 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5988 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -3039067.500000 Penalty: 5063.163086
	Iteration 45Q: 3 clusters Score -3039068 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -3039068.750000 Penalty: 5063.163086
	Iteration 46Q: 3 clusters Score -3039069 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 21223 members 
Entering Unmasked Estep 
Score: -3039083.500000 Penalty: 5063.163086
	Iteration 47Q: 3 clusters Score -3039084 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 21260 members 
Entering Unmasked Estep 
Score: -3039093.000000 Penalty: 5063.163086
	Iteration 48Q: 3 clusters Score -3039093 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -3039085.000000 Penalty: 5063.163086
	Iteration 49Q: 3 clusters Score -3039085 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -3039085.000000 Penalty: 5063.163086
	Iteration 50Q: 3 clusters Score -3039085 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -3039088.750000 Penalty: 5063.163086
	Iteration 51Q: 3 clusters Score -3039089 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 21380 members 
Entering Unmasked Estep 
Score: -3039089.750000 Penalty: 5063.163086
	Iteration 52Q: 3 clusters Score -3039090 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -3039094.250000 Penalty: 5063.163086
	Iteration 53Q: 3 clusters Score -3039094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -3039095.000000 Penalty: 5063.163086
	Iteration 54Q: 3 clusters Score -3039095 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -3039094.500000 Penalty: 5063.163086
	Iteration 55Q: 3 clusters Score -3039094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -3039101.750000 Penalty: 5063.163086
	Iteration 56Q: 3 clusters Score -3039102 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -3039101.500000 Penalty: 5063.163086
	Iteration 57Q: 3 clusters Score -3039102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5669 members 
Mstep: Class 2 contains 21450 members 
Entering Unmasked Estep 
Score: -3039096.000000 Penalty: 5063.163086
	Iteration 58Q: 3 clusters Score -3039096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -3039102.750000 Penalty: 5063.163086
	Iteration 59Q: 3 clusters Score -3039103 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -3039096.750000 Penalty: 5063.163086
	Iteration 60F: 3 clusters Score -3039097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -3039097.250000 Penalty: 5063.163086
	Iteration 61Q: 3 clusters Score -3039097 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -3039106.250000 Penalty: 5063.163086
	Iteration 62Q: 3 clusters Score -3039106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -3039110.000000 Penalty: 5063.163086
	Iteration 63Q: 3 clusters Score -3039110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5615 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -3039108.500000 Penalty: 5063.163086
	Iteration 64Q: 3 clusters Score -3039108 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -3039110.000000 Penalty: 5063.163086
	Iteration 65Q: 3 clusters Score -3039110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -3039109.250000 Penalty: 5063.163086
	Iteration 66Q: 3 clusters Score -3039109 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -3039113.500000 Penalty: 5063.163086
	Iteration 67Q: 3 clusters Score -3039114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -3039111.000000 Penalty: 5063.163086
	Iteration 68Q: 3 clusters Score -3039111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -3039111.250000 Penalty: 5063.163086
	Iteration 69Q: 3 clusters Score -3039111 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 21589 members 
Entering Unmasked Estep 
Score: -3039115.500000 Penalty: 5063.163086
	Iteration 70Q: 3 clusters Score -3039116 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -3039118.500000 Penalty: 5063.163086
	Iteration 71Q: 3 clusters Score -3039118 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 21619 members 
Entering Unmasked Estep 
Score: -3039116.750000 Penalty: 5063.163086
	Iteration 72Q: 3 clusters Score -3039117 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -3039122.750000 Penalty: 5063.163086
	Iteration 73Q: 3 clusters Score -3039123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5457 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -3039121.250000 Penalty: 5063.163086
	Iteration 74Q: 3 clusters Score -3039121 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -3039131.250000 Penalty: 5063.163086
	Iteration 75Q: 3 clusters Score -3039131 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -3039133.250000 Penalty: 5063.163086
	Iteration 76Q: 3 clusters Score -3039133 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 21729 members 
Entering Unmasked Estep 
Score: -3039132.000000 Penalty: 5063.163086
	Iteration 77Q: 3 clusters Score -3039132 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -3039135.250000 Penalty: 5063.163086
	Iteration 78Q: 3 clusters Score -3039135 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5353 members 
Mstep: Class 2 contains 21766 members 
Entering Unmasked Estep 
Score: -3039136.000000 Penalty: 5063.163086
	Iteration 79Q: 3 clusters Score -3039136 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 21784 members 
Entering Unmasked Estep 
Score: -3039140.000000 Penalty: 5063.163086
	Iteration 80F: 3 clusters Score -3039140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 21794 members 
Entering Unmasked Estep 
Score: -3039138.000000 Penalty: 5063.163086
	Iteration 81Q: 3 clusters Score -3039138 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -3039139.250000 Penalty: 5063.163086
	Iteration 82Q: 3 clusters Score -3039139 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 21810 members 
Entering Unmasked Estep 
Score: -3039140.000000 Penalty: 5063.163086
	Iteration 83Q: 3 clusters Score -3039140 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5296 members 
Mstep: Class 2 contains 21823 members 
Entering Unmasked Estep 
Score: -3039135.250000 Penalty: 5063.163086
	Iteration 84Q: 3 clusters Score -3039135 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -3039134.000000 Penalty: 5063.163086
	Iteration 85Q: 3 clusters Score -3039134 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 21833 members 
Entering Unmasked Estep 
Score: -3039137.250000 Penalty: 5063.163086
	Iteration 86Q: 3 clusters Score -3039137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 21839 members 
Entering Unmasked Estep 
Score: -3039136.000000 Penalty: 5063.163086
	Iteration 87Q: 3 clusters Score -3039136 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 21842 members 
Entering Unmasked Estep 
Score: -3039133.000000 Penalty: 5063.163086
	Iteration 88Q: 3 clusters Score -3039133 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -3039139.250000 Penalty: 5063.163086
	Iteration 89Q: 3 clusters Score -3039139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -3039140.000000 Penalty: 5063.163086
	Iteration 90Q: 3 clusters Score -3039140 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5260 members 
Mstep: Class 2 contains 21859 members 
Entering Unmasked Estep 
Score: -3039137.000000 Penalty: 5063.163086
	Iteration 91Q: 3 clusters Score -3039137 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -3039137.750000 Penalty: 5063.163086
	Iteration 92Q: 3 clusters Score -3039138 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -3039136.250000 Penalty: 5063.163086
	Iteration 93Q: 3 clusters Score -3039136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -3039136.250000 Penalty: 5063.163086
	Iteration 94Q: 3 clusters Score -3039136 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 21886 members 
Entering Unmasked Estep 
Score: -3039139.000000 Penalty: 5063.163086
	Iteration 95Q: 3 clusters Score -3039139 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5222 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
Score: -3039140.250000 Penalty: 5063.163086
	Iteration 96Q: 3 clusters Score -3039140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -3039138.250000 Penalty: 5063.163086
	Iteration 97Q: 3 clusters Score -3039138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -3039139.000000 Penalty: 5063.163086
	Iteration 98Q: 3 clusters Score -3039139 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -3039144.500000 Penalty: 5063.163086
	Iteration 99Q: 3 clusters Score -3039144 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5190 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -3039140.000000 Penalty: 5063.163086
	Iteration 100F: 3 clusters Score -3039140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -3039141.750000 Penalty: 5063.163086
	Iteration 101Q: 3 clusters Score -3039142 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -3039141.000000 Penalty: 5063.163086
	Iteration 102Q: 3 clusters Score -3039141 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -3039142.750000 Penalty: 5063.163086
	Iteration 103Q: 3 clusters Score -3039143 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 21949 members 
Entering Unmasked Estep 
Score: -3039138.250000 Penalty: 5063.163086
	Iteration 104Q: 3 clusters Score -3039138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -3039139.000000 Penalty: 5063.163086
	Iteration 105Q: 3 clusters Score -3039139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 21953 members 
Entering Unmasked Estep 
Score: -3039144.750000 Penalty: 5063.163086
	Iteration 106Q: 3 clusters Score -3039145 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -3039143.000000 Penalty: 5063.163086
	Iteration 107Q: 3 clusters Score -3039143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -3039141.750000 Penalty: 5063.163086
	Iteration 108Q: 3 clusters Score -3039142 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -3039139.250000 Penalty: 5063.163086
	Iteration 109Q: 3 clusters Score -3039139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -3039138.750000 Penalty: 5063.163086
	Iteration 110Q: 3 clusters Score -3039139 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -3039137.500000 Penalty: 5063.163086
	Iteration 111Q: 3 clusters Score -3039138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -3039137.000000 Penalty: 5063.163086
	Iteration 112Q: 3 clusters Score -3039137 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5158 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -3039138.500000 Penalty: 5063.163086
	Iteration 113Q: 3 clusters Score -3039138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3039136.500000 Penalty: 5063.163086
	Iteration 114Q: 3 clusters Score -3039136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 21960 members 
Entering Unmasked Estep 
Score: -3039136.500000 Penalty: 5063.163086
	Iteration 115F: 3 clusters Score -3039136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (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: -403061.156250 Penalty: 2015.156616
	Iteration 0F: 2 clusters Score -403061.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1693 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -399528.281250 Penalty: 4030.313232
	Iteration 0F: 3 clusters Score -399528.3 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -400273.625000 Penalty: 4030.313232
	Iteration 1F: 3 clusters Score -400273.6 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -400438.531250 Penalty: 4030.313232
	Iteration 2F: 3 clusters Score -400438.5 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -400532.218750 Penalty: 4030.313232
	Iteration 3Q: 3 clusters Score -400532.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -400590.125000 Penalty: 4030.313232
	Iteration 4Q: 3 clusters Score -400590.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -400635.781250 Penalty: 4030.313232
	Iteration 5Q: 3 clusters Score -400635.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -400675.625000 Penalty: 4030.313232
	Iteration 6Q: 3 clusters Score -400675.6 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -400712.968750 Penalty: 4030.313232
	Iteration 7Q: 3 clusters Score -400713 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -400740.031250 Penalty: 4030.313232
	Iteration 8Q: 3 clusters Score -400740 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -400757.593750 Penalty: 4030.313232
	Iteration 9Q: 3 clusters Score -400757.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -400767.406250 Penalty: 4030.313232
	Iteration 10Q: 3 clusters Score -400767.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -400775.593750 Penalty: 4030.313232
	Iteration 11Q: 3 clusters Score -400775.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -400779.062500 Penalty: 4030.313232
	Iteration 12Q: 3 clusters Score -400779.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -400782.343750 Penalty: 4030.313232
	Iteration 13Q: 3 clusters Score -400782.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -400787.375000 Penalty: 4030.313232
	Iteration 14Q: 3 clusters Score -400787.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -400789.468750 Penalty: 4030.313232
	Iteration 15Q: 3 clusters Score -400789.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -400792.656250 Penalty: 4030.313232
	Iteration 16Q: 3 clusters Score -400792.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -400795.281250 Penalty: 4030.313232
	Iteration 17Q: 3 clusters Score -400795.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -400797.687500 Penalty: 4030.313232
	Iteration 18Q: 3 clusters Score -400797.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -400800.750000 Penalty: 4030.313232
	Iteration 19Q: 3 clusters Score -400800.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -400802.218750 Penalty: 4030.313232
	Iteration 20F: 3 clusters Score -400802.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -400802.406250 Penalty: 4030.313232
	Iteration 21Q: 3 clusters Score -400802.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -400802.406250 Penalty: 4030.313232
	Iteration 22F: 3 clusters Score -400802.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (282410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282410 members 
Entering Unmasked Estep 
Score: -33186218.000000 Penalty: 3112.676514
	Iteration 0F: 2 clusters Score -3.318622e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141318 members 
Mstep: Class 2 contains 141092 members 
Entering Unmasked Estep 
Score: -33007038.000000 Penalty: 6225.353027
	Iteration 0F: 3 clusters Score -3.300704e+07 nChanged 136592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141268 members 
Mstep: Class 2 contains 141142 members 
Entering Unmasked Estep 
Score: -33086472.000000 Penalty: 6225.353027
	Iteration 1F: 3 clusters Score -3.308647e+07 nChanged 6472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141458 members 
Mstep: Class 2 contains 140952 members 
Entering Unmasked Estep 
Score: -33087540.000000 Penalty: 6225.353027
	Iteration 2Q: 3 clusters Score -3.308754e+07 nChanged 6455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141773 members 
Mstep: Class 2 contains 140637 members 
Entering Unmasked Estep 
Score: -33088554.000000 Penalty: 6225.353027
	Iteration 3Q: 3 clusters Score -3.308855e+07 nChanged 6685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142246 members 
Mstep: Class 2 contains 140164 members 
Entering Unmasked Estep 
Score: -33089732.000000 Penalty: 6225.353027
	Iteration 4Q: 3 clusters Score -3.308973e+07 nChanged 7078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143000 members 
Mstep: Class 2 contains 139410 members 
Entering Unmasked Estep 
Score: -33091444.000000 Penalty: 6225.353027
	Iteration 5Q: 3 clusters Score -3.309144e+07 nChanged 7738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144364 members 
Mstep: Class 2 contains 138046 members 
Entering Unmasked Estep 
Score: -33093398.000000 Penalty: 6225.353027
	Iteration 6Q: 3 clusters Score -3.30934e+07 nChanged 8824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146666 members 
Mstep: Class 2 contains 135744 members 
Entering Unmasked Estep 
Score: -33096036.000000 Penalty: 6225.353027
	Iteration 7Q: 3 clusters Score -3.309604e+07 nChanged 10546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150518 members 
Mstep: Class 2 contains 131892 members 
Entering Unmasked Estep 
Score: -33100052.000000 Penalty: 6225.353027
	Iteration 8Q: 3 clusters Score -3.310005e+07 nChanged 12918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156552 members 
Mstep: Class 2 contains 125858 members 
Entering Unmasked Estep 
Score: -33106246.000000 Penalty: 6225.353027
	Iteration 9Q: 3 clusters Score -3.310625e+07 nChanged 15869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165315 members 
Mstep: Class 2 contains 117095 members 
Entering Unmasked Estep 
Score: -33115540.000000 Penalty: 6225.353027
	Iteration 10F: 3 clusters Score -3.311554e+07 nChanged 18496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176215 members 
Mstep: Class 2 contains 106195 members 
Entering Unmasked Estep 
Score: -33129128.000000 Penalty: 6225.353027
	Iteration 11F: 3 clusters Score -3.312913e+07 nChanged 19512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187457 members 
Mstep: Class 2 contains 94953 members 
Entering Unmasked Estep 
Score: -33144398.000000 Penalty: 6225.353027
	Iteration 12F: 3 clusters Score -3.31444e+07 nChanged 17159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197024 members 
Mstep: Class 2 contains 85386 members 
Entering Unmasked Estep 
Score: -33156062.000000 Penalty: 6225.353027
	Iteration 13F: 3 clusters Score -3.315606e+07 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204797 members 
Mstep: Class 2 contains 77613 members 
Entering Unmasked Estep 
Score: -33162814.000000 Penalty: 6225.353027
	Iteration 14Q: 3 clusters Score -3.316281e+07 nChanged 9024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212195 members 
Mstep: Class 2 contains 70215 members 
Entering Unmasked Estep 
Score: -33166294.000000 Penalty: 6225.353027
	Iteration 15Q: 3 clusters Score -3.316629e+07 nChanged 7800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219719 members 
Mstep: Class 2 contains 62691 members 
Entering Unmasked Estep 
Score: -33169140.000000 Penalty: 6225.353027
	Iteration 16Q: 3 clusters Score -3.316914e+07 nChanged 7563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227212 members 
Mstep: Class 2 contains 55198 members 
Entering Unmasked Estep 
Score: -33172106.000000 Penalty: 6225.353027
	Iteration 17Q: 3 clusters Score -3.317211e+07 nChanged 7096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234260 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -33174728.000000 Penalty: 6225.353027
	Iteration 18Q: 3 clusters Score -3.317473e+07 nChanged 6553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240781 members 
Mstep: Class 2 contains 41629 members 
Entering Unmasked Estep 
Score: -33177100.000000 Penalty: 6225.353027
	Iteration 19Q: 3 clusters Score -3.31771e+07 nChanged 5951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246682 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -33179038.000000 Penalty: 6225.353027
	Iteration 20F: 3 clusters Score -3.317904e+07 nChanged 5119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251771 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -33180670.000000 Penalty: 6225.353027
	Iteration 21Q: 3 clusters Score -3.318067e+07 nChanged 4376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256135 members 
Mstep: Class 2 contains 26275 members 
Entering Unmasked Estep 
Score: -33181848.000000 Penalty: 6225.353027
	Iteration 22Q: 3 clusters Score -3.318185e+07 nChanged 3743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259864 members 
Mstep: Class 2 contains 22546 members 
Entering Unmasked Estep 
Score: -33182664.000000 Penalty: 6225.353027
	Iteration 23Q: 3 clusters Score -3.318266e+07 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263010 members 
Mstep: Class 2 contains 19400 members 
Entering Unmasked Estep 
Score: -33183292.000000 Penalty: 6225.353027
	Iteration 24Q: 3 clusters Score -3.318329e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265675 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -33183686.000000 Penalty: 6225.353027
	Iteration 25Q: 3 clusters Score -3.318369e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267981 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -33183832.000000 Penalty: 6225.353027
	Iteration 26Q: 3 clusters Score -3.318383e+07 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269901 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -33183746.000000 Penalty: 6225.353027
	Iteration 27Q: 3 clusters Score -3.318375e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271576 members 
Mstep: Class 2 contains 10834 members 
Entering Unmasked Estep 
Score: -33183928.000000 Penalty: 6225.353027
	Iteration 28Q: 3 clusters Score -3.318393e+07 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273042 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -33183972.000000 Penalty: 6225.353027
	Iteration 29Q: 3 clusters Score -3.318397e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274352 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -33183942.000000 Penalty: 6225.353027
	Iteration 30Q: 3 clusters Score -3.318394e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275501 members 
Mstep: Class 2 contains 6909 members 
Entering Unmasked Estep 
Score: -33183860.000000 Penalty: 6225.353027
	Iteration 31Q: 3 clusters Score -3.318386e+07 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276511 members 
Mstep: Class 2 contains 5899 members 
Entering Unmasked Estep 
Score: -33183844.000000 Penalty: 6225.353027
	Iteration 32Q: 3 clusters Score -3.318384e+07 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277370 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -33183886.000000 Penalty: 6225.353027
	Iteration 33Q: 3 clusters Score -3.318389e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278128 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -33183936.000000 Penalty: 6225.353027
	Iteration 34Q: 3 clusters Score -3.318394e+07 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278819 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -33183872.000000 Penalty: 6225.353027
	Iteration 35Q: 3 clusters Score -3.318387e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279430 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -33183918.000000 Penalty: 6225.353027
	Iteration 36Q: 3 clusters Score -3.318392e+07 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279963 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -33183926.000000 Penalty: 6225.353027
	Iteration 37Q: 3 clusters Score -3.318393e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280406 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -33183942.000000 Penalty: 6225.353027
	Iteration 38Q: 3 clusters Score -3.318394e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280725 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -33183890.000000 Penalty: 6225.353027
	Iteration 39Q: 3 clusters Score -3.318389e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280965 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -33183910.000000 Penalty: 6225.353027
	Iteration 40F: 3 clusters Score -3.318391e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281174 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -33183932.000000 Penalty: 6225.353027
	Iteration 41Q: 3 clusters Score -3.318393e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281326 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -33183962.000000 Penalty: 6225.353027
	Iteration 42Q: 3 clusters Score -3.318396e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281432 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -33183966.000000 Penalty: 6225.353027
	Iteration 43Q: 3 clusters Score -3.318397e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281515 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -33183974.000000 Penalty: 6225.353027
	Iteration 44Q: 3 clusters Score -3.318397e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281577 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -33183932.000000 Penalty: 6225.353027
	Iteration 45Q: 3 clusters Score -3.318393e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281630 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -33183940.000000 Penalty: 6225.353027
	Iteration 46Q: 3 clusters Score -3.318394e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281673 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -33183936.000000 Penalty: 6225.353027
	Iteration 47Q: 3 clusters Score -3.318394e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281701 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -33183962.000000 Penalty: 6225.353027
	Iteration 48Q: 3 clusters Score -3.318396e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281717 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -33183976.000000 Penalty: 6225.353027
	Iteration 49Q: 3 clusters Score -3.318398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281732 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -33183978.000000 Penalty: 6225.353027
	Iteration 50Q: 3 clusters Score -3.318398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281739 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -33183984.000000 Penalty: 6225.353027
	Iteration 51Q: 3 clusters Score -3.318398e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281745 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -33183956.000000 Penalty: 6225.353027
	Iteration 52Q: 3 clusters Score -3.318396e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281748 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -33183960.000000 Penalty: 6225.353027
	Iteration 53Q: 3 clusters Score -3.318396e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281750 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -33183950.000000 Penalty: 6225.353027
	Iteration 54Q: 3 clusters Score -3.318395e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281755 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -33183952.000000 Penalty: 6225.353027
	Iteration 55Q: 3 clusters Score -3.318395e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281761 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -33183942.000000 Penalty: 6225.353027
	Iteration 56Q: 3 clusters Score -3.318394e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281766 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -33183940.000000 Penalty: 6225.353027
	Iteration 57Q: 3 clusters Score -3.318394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281772 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -33183938.000000 Penalty: 6225.353027
	Iteration 58Q: 3 clusters Score -3.318394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281778 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -33183926.000000 Penalty: 6225.353027
	Iteration 59Q: 3 clusters Score -3.318393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281786 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -33183936.000000 Penalty: 6225.353027
	Iteration 60F: 3 clusters Score -3.318394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281792 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -33183938.000000 Penalty: 6225.353027
	Iteration 61Q: 3 clusters Score -3.318394e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281799 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -33183948.000000 Penalty: 6225.353027
	Iteration 62Q: 3 clusters Score -3.318395e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281803 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -33183932.000000 Penalty: 6225.353027
	Iteration 63Q: 3 clusters Score -3.318393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281810 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -33183940.000000 Penalty: 6225.353027
	Iteration 64Q: 3 clusters Score -3.318394e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281814 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -33183924.000000 Penalty: 6225.353027
	Iteration 65Q: 3 clusters Score -3.318392e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281816 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -33183950.000000 Penalty: 6225.353027
	Iteration 66Q: 3 clusters Score -3.318395e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281818 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -33183928.000000 Penalty: 6225.353027
	Iteration 67Q: 3 clusters Score -3.318393e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281819 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -33183926.000000 Penalty: 6225.353027
	Iteration 68Q: 3 clusters Score -3.318393e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281822 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -33183910.000000 Penalty: 6225.353027
	Iteration 69Q: 3 clusters Score -3.318391e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281823 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -33183940.000000 Penalty: 6225.353027
	Iteration 70Q: 3 clusters Score -3.318394e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281823 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -33183940.000000 Penalty: 6225.353027
	Iteration 71F: 3 clusters Score -3.318394e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Entering Unmasked Estep 
Score: -1131054.875000 Penalty: 2288.052246
	Iteration 0F: 2 clusters Score -1131055 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 5003 members 
Entering Unmasked Estep 
Score: -1123285.000000 Penalty: 4576.104492
	Iteration 0F: 3 clusters Score -1123285 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
Score: -1125584.125000 Penalty: 4576.104492
	Iteration 1F: 3 clusters Score -1125584 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5737 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1125907.500000 Penalty: 4576.104492
	Iteration 2F: 3 clusters Score -1125908 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1126183.875000 Penalty: 4576.104492
	Iteration 3F: 3 clusters Score -1126184 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -1126434.375000 Penalty: 4576.104492
	Iteration 4Q: 3 clusters Score -1126434 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6649 members 
Mstep: Class 2 contains 3509 members 
Entering Unmasked Estep 
Score: -1126702.250000 Penalty: 4576.104492
	Iteration 5Q: 3 clusters Score -1126702 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6991 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -1126984.625000 Penalty: 4576.104492
	Iteration 6Q: 3 clusters Score -1126985 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1127344.375000 Penalty: 4576.104492
	Iteration 7Q: 3 clusters Score -1127344 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1127738.750000 Penalty: 4576.104492
	Iteration 8F: 3 clusters Score -1127739 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8152 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -1128126.000000 Penalty: 4576.104492
	Iteration 9Q: 3 clusters Score -1128126 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8480 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -1128465.625000 Penalty: 4576.104492
	Iteration 10Q: 3 clusters Score -1128466 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1128790.875000 Penalty: 4576.104492
	Iteration 11Q: 3 clusters Score -1128791 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8874 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1129090.000000 Penalty: 4576.104492
	Iteration 12Q: 3 clusters Score -1129090 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8966 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -1129300.625000 Penalty: 4576.104492
	Iteration 13Q: 3 clusters Score -1129301 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1129440.250000 Penalty: 4576.104492
	Iteration 14Q: 3 clusters Score -1129440 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1129535.625000 Penalty: 4576.104492
	Iteration 15Q: 3 clusters Score -1129536 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1129594.375000 Penalty: 4576.104492
	Iteration 16Q: 3 clusters Score -1129594 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9107 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -1129633.625000 Penalty: 4576.104492
	Iteration 17Q: 3 clusters Score -1129634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -1129663.875000 Penalty: 4576.104492
	Iteration 18Q: 3 clusters Score -1129664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9137 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -1129680.750000 Penalty: 4576.104492
	Iteration 19Q: 3 clusters Score -1129681 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -1129703.375000 Penalty: 4576.104492
	Iteration 20F: 3 clusters Score -1129703 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9145 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -1129715.250000 Penalty: 4576.104492
	Iteration 21Q: 3 clusters Score -1129715 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -1129731.250000 Penalty: 4576.104492
	Iteration 22Q: 3 clusters Score -1129731 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1129734.000000 Penalty: 4576.104492
	Iteration 23Q: 3 clusters Score -1129734 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9150 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1129737.250000 Penalty: 4576.104492
	Iteration 24Q: 3 clusters Score -1129737 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -1129740.000000 Penalty: 4576.104492
	Iteration 25Q: 3 clusters Score -1129740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1129742.750000 Penalty: 4576.104492
	Iteration 26Q: 3 clusters Score -1129743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1129743.250000 Penalty: 4576.104492
	Iteration 27Q: 3 clusters Score -1129743 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9156 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1129747.125000 Penalty: 4576.104492
	Iteration 28Q: 3 clusters Score -1129747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -1129749.500000 Penalty: 4576.104492
	Iteration 29Q: 3 clusters Score -1129750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1129750.125000 Penalty: 4576.104492
	Iteration 30Q: 3 clusters Score -1129750 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -1129753.500000 Penalty: 4576.104492
	Iteration 31Q: 3 clusters Score -1129754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -1129754.625000 Penalty: 4576.104492
	Iteration 32Q: 3 clusters Score -1129755 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9159 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1129755.375000 Penalty: 4576.104492
	Iteration 33Q: 3 clusters Score -1129755 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1129758.875000 Penalty: 4576.104492
	Iteration 34Q: 3 clusters Score -1129759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -1129759.000000 Penalty: 4576.104492
	Iteration 35Q: 3 clusters Score -1129759 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1129760.375000 Penalty: 4576.104492
	Iteration 36Q: 3 clusters Score -1129760 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -1129760.375000 Penalty: 4576.104492
	Iteration 37F: 3 clusters Score -1129760 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Entering Unmasked Estep 
Score: -2327113.750000 Penalty: 2471.123291
	Iteration 0F: 2 clusters Score -2327114 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10677 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -2312233.000000 Penalty: 4942.246582
	Iteration 0F: 3 clusters Score -2312233 nChanged 9365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10888 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
Score: -2317446.500000 Penalty: 4942.246582
	Iteration 1F: 3 clusters Score -2317446 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -2318130.000000 Penalty: 4942.246582
	Iteration 2F: 3 clusters Score -2318130 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2318690.000000 Penalty: 4942.246582
	Iteration 3F: 3 clusters Score -2318690 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11548 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -2319293.000000 Penalty: 4942.246582
	Iteration 4F: 3 clusters Score -2319293 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -2319882.750000 Penalty: 4942.246582
	Iteration 5F: 3 clusters Score -2319883 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12329 members 
Mstep: Class 2 contains 8923 members 
Entering Unmasked Estep 
Score: -2320513.000000 Penalty: 4942.246582
	Iteration 6F: 3 clusters Score -2320513 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2321154.500000 Penalty: 4942.246582
	Iteration 7F: 3 clusters Score -2321154 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13294 members 
Mstep: Class 2 contains 7958 members 
Entering Unmasked Estep 
Score: -2321777.500000 Penalty: 4942.246582
	Iteration 8Q: 3 clusters Score -2321778 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13798 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -2322367.750000 Penalty: 4942.246582
	Iteration 9Q: 3 clusters Score -2322368 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 6949 members 
Entering Unmasked Estep 
Score: -2322897.000000 Penalty: 4942.246582
	Iteration 10Q: 3 clusters Score -2322897 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14757 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -2323305.250000 Penalty: 4942.246582
	Iteration 11Q: 3 clusters Score -2323305 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15147 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2323605.250000 Penalty: 4942.246582
	Iteration 12Q: 3 clusters Score -2323605 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 5719 members 
Entering Unmasked Estep 
Score: -2323936.500000 Penalty: 4942.246582
	Iteration 13Q: 3 clusters Score -2323936 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15880 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -2324231.250000 Penalty: 4942.246582
	Iteration 14Q: 3 clusters Score -2324231 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -2324526.250000 Penalty: 4942.246582
	Iteration 15Q: 3 clusters Score -2324526 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2324771.000000 Penalty: 4942.246582
	Iteration 16Q: 3 clusters Score -2324771 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -2324958.750000 Penalty: 4942.246582
	Iteration 17Q: 3 clusters Score -2324959 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16909 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -2325095.500000 Penalty: 4942.246582
	Iteration 18Q: 3 clusters Score -2325096 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -2325192.500000 Penalty: 4942.246582
	Iteration 19Q: 3 clusters Score -2325192 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17173 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -2325257.750000 Penalty: 4942.246582
	Iteration 20F: 3 clusters Score -2325258 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 3966 members 
Entering Unmasked Estep 
Score: -2325290.250000 Penalty: 4942.246582
	Iteration 21Q: 3 clusters Score -2325290 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -2325329.500000 Penalty: 4942.246582
	Iteration 22Q: 3 clusters Score -2325330 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -2325358.000000 Penalty: 4942.246582
	Iteration 23Q: 3 clusters Score -2325358 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -2325382.500000 Penalty: 4942.246582
	Iteration 24Q: 3 clusters Score -2325382 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17623 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -2325408.000000 Penalty: 4942.246582
	Iteration 25Q: 3 clusters Score -2325408 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17703 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -2325424.250000 Penalty: 4942.246582
	Iteration 26Q: 3 clusters Score -2325424 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17766 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2325440.250000 Penalty: 4942.246582
	Iteration 27Q: 3 clusters Score -2325440 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -2325439.500000 Penalty: 4942.246582
	Iteration 28Q: 3 clusters Score -2325440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2325453.250000 Penalty: 4942.246582
	Iteration 29Q: 3 clusters Score -2325453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -2325470.000000 Penalty: 4942.246582
	Iteration 30Q: 3 clusters Score -2325470 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -2325487.250000 Penalty: 4942.246582
	Iteration 31Q: 3 clusters Score -2325487 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -2325490.500000 Penalty: 4942.246582
	Iteration 32Q: 3 clusters Score -2325490 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17978 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -2325496.500000 Penalty: 4942.246582
	Iteration 33Q: 3 clusters Score -2325496 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18010 members 
Mstep: Class 2 contains 3242 members 
Entering Unmasked Estep 
Score: -2325504.250000 Penalty: 4942.246582
	Iteration 34Q: 3 clusters Score -2325504 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18035 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -2325511.000000 Penalty: 4942.246582
	Iteration 35Q: 3 clusters Score -2325511 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -2325523.750000 Penalty: 4942.246582
	Iteration 36Q: 3 clusters Score -2325524 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2325527.250000 Penalty: 4942.246582
	Iteration 37Q: 3 clusters Score -2325527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -2325523.000000 Penalty: 4942.246582
	Iteration 38Q: 3 clusters Score -2325523 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2325526.000000 Penalty: 4942.246582
	Iteration 39Q: 3 clusters Score -2325526 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18161 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -2325532.750000 Penalty: 4942.246582
	Iteration 40F: 3 clusters Score -2325533 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -2325536.750000 Penalty: 4942.246582
	Iteration 41Q: 3 clusters Score -2325537 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18196 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2325535.000000 Penalty: 4942.246582
	Iteration 42Q: 3 clusters Score -2325535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18204 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2325540.000000 Penalty: 4942.246582
	Iteration 43Q: 3 clusters Score -2325540 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18217 members 
Mstep: Class 2 contains 3035 members 
Entering Unmasked Estep 
Score: -2325539.000000 Penalty: 4942.246582
	Iteration 44Q: 3 clusters Score -2325539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2325538.500000 Penalty: 4942.246582
	Iteration 45Q: 3 clusters Score -2325538 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -2325540.500000 Penalty: 4942.246582
	Iteration 46Q: 3 clusters Score -2325540 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18253 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -2325542.750000 Penalty: 4942.246582
	Iteration 47Q: 3 clusters Score -2325543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18268 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -2325547.500000 Penalty: 4942.246582
	Iteration 48Q: 3 clusters Score -2325548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -2325550.500000 Penalty: 4942.246582
	Iteration 49Q: 3 clusters Score -2325550 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -2325552.500000 Penalty: 4942.246582
	Iteration 50Q: 3 clusters Score -2325552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -2325551.750000 Penalty: 4942.246582
	Iteration 51Q: 3 clusters Score -2325552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18311 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -2325547.750000 Penalty: 4942.246582
	Iteration 52Q: 3 clusters Score -2325548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -2325550.750000 Penalty: 4942.246582
	Iteration 53Q: 3 clusters Score -2325551 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -2325557.250000 Penalty: 4942.246582
	Iteration 54Q: 3 clusters Score -2325557 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18336 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -2325559.750000 Penalty: 4942.246582
	Iteration 55Q: 3 clusters Score -2325560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2325561.500000 Penalty: 4942.246582
	Iteration 56Q: 3 clusters Score -2325562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -2325561.500000 Penalty: 4942.246582
	Iteration 57F: 3 clusters Score -2325562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (69353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69353 members 
Entering Unmasked Estep 
Score: -8222255.000000 Penalty: 2764.447266
	Iteration 0F: 2 clusters Score -8222255 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34944 members 
Mstep: Class 2 contains 34409 members 
Entering Unmasked Estep 
Score: -8175822.000000 Penalty: 5528.894531
	Iteration 0F: 3 clusters Score -8175822 nChanged 32419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37949 members 
Mstep: Class 2 contains 31404 members 
Entering Unmasked Estep 
Score: -8194210.000000 Penalty: 5528.894531
	Iteration 1F: 3 clusters Score -8194210 nChanged 3218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39997 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
Score: -8195485.500000 Penalty: 5528.894531
	Iteration 2Q: 3 clusters Score -8195486 nChanged 3910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42993 members 
Mstep: Class 2 contains 26360 members 
Entering Unmasked Estep 
Score: -8197547.000000 Penalty: 5528.894531
	Iteration 3F: 3 clusters Score -8197547 nChanged 4793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47062 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
Score: -8200671.500000 Penalty: 5528.894531
	Iteration 4F: 3 clusters Score -8200672 nChanged 5492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52062 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -8205021.000000 Penalty: 5528.894531
	Iteration 5F: 3 clusters Score -8205021 nChanged 5518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57228 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -8210005.500000 Penalty: 5528.894531
	Iteration 6F: 3 clusters Score -8210006 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61421 members 
Mstep: Class 2 contains 7932 members 
Entering Unmasked Estep 
Score: -8214217.000000 Penalty: 5528.894531
	Iteration 7F: 3 clusters Score -8214217 nChanged 2738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64045 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -8217009.500000 Penalty: 5528.894531
	Iteration 8Q: 3 clusters Score -8217010 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65299 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -8218518.000000 Penalty: 5528.894531
	Iteration 9Q: 3 clusters Score -8218518 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65897 members 
Mstep: Class 2 contains 3456 members 
Entering Unmasked Estep 
Score: -8219128.500000 Penalty: 5528.894531
	Iteration 10Q: 3 clusters Score -8219128 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66257 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -8219416.000000 Penalty: 5528.894531
	Iteration 11Q: 3 clusters Score -8219416 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66526 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -8219602.000000 Penalty: 5528.894531
	Iteration 12Q: 3 clusters Score -8219602 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66735 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -8219691.000000 Penalty: 5528.894531
	Iteration 13Q: 3 clusters Score -8219691 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66908 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -8219762.500000 Penalty: 5528.894531
	Iteration 14Q: 3 clusters Score -8219762 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67032 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -8219820.500000 Penalty: 5528.894531
	Iteration 15Q: 3 clusters Score -8219820 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67140 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -8219861.500000 Penalty: 5528.894531
	Iteration 16Q: 3 clusters Score -8219862 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67227 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8219903.000000 Penalty: 5528.894531
	Iteration 17Q: 3 clusters Score -8219903 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67302 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -8219944.500000 Penalty: 5528.894531
	Iteration 18Q: 3 clusters Score -8219944 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67375 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8219990.500000 Penalty: 5528.894531
	Iteration 19Q: 3 clusters Score -8219990 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67451 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8220008.000000 Penalty: 5528.894531
	Iteration 20F: 3 clusters Score -8220008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67510 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8220043.000000 Penalty: 5528.894531
	Iteration 21Q: 3 clusters Score -8220043 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67560 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -8220064.500000 Penalty: 5528.894531
	Iteration 22Q: 3 clusters Score -8220064 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67605 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8220073.500000 Penalty: 5528.894531
	Iteration 23Q: 3 clusters Score -8220074 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67626 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8220090.000000 Penalty: 5528.894531
	Iteration 24Q: 3 clusters Score -8220090 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67647 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8220086.500000 Penalty: 5528.894531
	Iteration 25Q: 3 clusters Score -8220086 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67664 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -8220088.500000 Penalty: 5528.894531
	Iteration 26Q: 3 clusters Score -8220088 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67679 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8220100.000000 Penalty: 5528.894531
	Iteration 27Q: 3 clusters Score -8220100 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67692 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -8220103.500000 Penalty: 5528.894531
	Iteration 28Q: 3 clusters Score -8220104 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67700 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8220104.500000 Penalty: 5528.894531
	Iteration 29Q: 3 clusters Score -8220104 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67707 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -8220101.500000 Penalty: 5528.894531
	Iteration 30Q: 3 clusters Score -8220102 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67710 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -8220109.500000 Penalty: 5528.894531
	Iteration 31Q: 3 clusters Score -8220110 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67714 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -8220107.500000 Penalty: 5528.894531
	Iteration 32Q: 3 clusters Score -8220108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67715 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -8220107.000000 Penalty: 5528.894531
	Iteration 33Q: 3 clusters Score -8220107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8220101.000000 Penalty: 5528.894531
	Iteration 34Q: 3 clusters Score -8220101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8220097.500000 Penalty: 5528.894531
	Iteration 35Q: 3 clusters Score -8220098 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8220091.000000 Penalty: 5528.894531
	Iteration 36Q: 3 clusters Score -8220091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67718 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -8220090.500000 Penalty: 5528.894531
	Iteration 37Q: 3 clusters Score -8220090 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67722 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -8220097.500000 Penalty: 5528.894531
	Iteration 38Q: 3 clusters Score -8220098 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67729 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -8220091.500000 Penalty: 5528.894531
	Iteration 39Q: 3 clusters Score -8220092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67736 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -8220091.000000 Penalty: 5528.894531
	Iteration 40F: 3 clusters Score -8220091 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67743 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8220099.000000 Penalty: 5528.894531
	Iteration 41Q: 3 clusters Score -8220099 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8220098.500000 Penalty: 5528.894531
	Iteration 42Q: 3 clusters Score -8220098 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67744 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -8220098.500000 Penalty: 5528.894531
	Iteration 43F: 3 clusters Score -8220098 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (48477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48477 members 
Entering Unmasked Estep 
Score: -5806056.000000 Penalty: 2675.633545
	Iteration 0F: 2 clusters Score -5806056 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -5773367.000000 Penalty: 5351.267090
	Iteration 0F: 3 clusters Score -5773367 nChanged 22245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24138 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -5785679.500000 Penalty: 5351.267090
	Iteration 1F: 3 clusters Score -5785680 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -5786237.500000 Penalty: 5351.267090
	Iteration 2Q: 3 clusters Score -5786238 nChanged 1818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23736 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -5786750.500000 Penalty: 5351.267090
	Iteration 3Q: 3 clusters Score -5786750 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Mstep: Class 2 contains 25013 members 
Entering Unmasked Estep 
Score: -5787177.000000 Penalty: 5351.267090
	Iteration 4Q: 3 clusters Score -5787177 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -5787693.000000 Penalty: 5351.267090
	Iteration 5Q: 3 clusters Score -5787693 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -5788401.000000 Penalty: 5351.267090
	Iteration 6Q: 3 clusters Score -5788401 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -5789256.500000 Penalty: 5351.267090
	Iteration 7Q: 3 clusters Score -5789256 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21115 members 
Mstep: Class 2 contains 27362 members 
Entering Unmasked Estep 
Score: -5790508.000000 Penalty: 5351.267090
	Iteration 8Q: 3 clusters Score -5790508 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -5792032.500000 Penalty: 5351.267090
	Iteration 9F: 3 clusters Score -5792032 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -5794067.500000 Penalty: 5351.267090
	Iteration 10F: 3 clusters Score -5794068 nChanged 2932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 30753 members 
Entering Unmasked Estep 
Score: -5796240.000000 Penalty: 5351.267090
	Iteration 11F: 3 clusters Score -5796240 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 31817 members 
Entering Unmasked Estep 
Score: -5797917.000000 Penalty: 5351.267090
	Iteration 12F: 3 clusters Score -5797917 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -5799067.500000 Penalty: 5351.267090
	Iteration 13Q: 3 clusters Score -5799068 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -5799662.500000 Penalty: 5351.267090
	Iteration 14Q: 3 clusters Score -5799662 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 34322 members 
Entering Unmasked Estep 
Score: -5800118.500000 Penalty: 5351.267090
	Iteration 15Q: 3 clusters Score -5800118 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -5800479.500000 Penalty: 5351.267090
	Iteration 16Q: 3 clusters Score -5800480 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -5800816.000000 Penalty: 5351.267090
	Iteration 17Q: 3 clusters Score -5800816 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 36437 members 
Entering Unmasked Estep 
Score: -5801111.000000 Penalty: 5351.267090
	Iteration 18Q: 3 clusters Score -5801111 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 37085 members 
Entering Unmasked Estep 
Score: -5801333.500000 Penalty: 5351.267090
	Iteration 19Q: 3 clusters Score -5801334 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10777 members 
Mstep: Class 2 contains 37700 members 
Entering Unmasked Estep 
Score: -5801573.500000 Penalty: 5351.267090
	Iteration 20F: 3 clusters Score -5801574 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10207 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -5801799.000000 Penalty: 5351.267090
	Iteration 21Q: 3 clusters Score -5801799 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -5801993.500000 Penalty: 5351.267090
	Iteration 22Q: 3 clusters Score -5801994 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 39349 members 
Entering Unmasked Estep 
Score: -5802155.500000 Penalty: 5351.267090
	Iteration 23Q: 3 clusters Score -5802156 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -5802302.000000 Penalty: 5351.267090
	Iteration 24Q: 3 clusters Score -5802302 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8217 members 
Mstep: Class 2 contains 40260 members 
Entering Unmasked Estep 
Score: -5802427.000000 Penalty: 5351.267090
	Iteration 25Q: 3 clusters Score -5802427 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 40659 members 
Entering Unmasked Estep 
Score: -5802515.500000 Penalty: 5351.267090
	Iteration 26Q: 3 clusters Score -5802516 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7444 members 
Mstep: Class 2 contains 41033 members 
Entering Unmasked Estep 
Score: -5802606.500000 Penalty: 5351.267090
	Iteration 27Q: 3 clusters Score -5802606 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 41426 members 
Entering Unmasked Estep 
Score: -5802725.500000 Penalty: 5351.267090
	Iteration 28Q: 3 clusters Score -5802726 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 41823 members 
Entering Unmasked Estep 
Score: -5802870.000000 Penalty: 5351.267090
	Iteration 29Q: 3 clusters Score -5802870 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -5803011.500000 Penalty: 5351.267090
	Iteration 30Q: 3 clusters Score -5803012 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5898 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -5803135.500000 Penalty: 5351.267090
	Iteration 31Q: 3 clusters Score -5803136 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 42915 members 
Entering Unmasked Estep 
Score: -5803206.500000 Penalty: 5351.267090
	Iteration 32Q: 3 clusters Score -5803206 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -5803294.500000 Penalty: 5351.267090
	Iteration 33Q: 3 clusters Score -5803294 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -5803402.500000 Penalty: 5351.267090
	Iteration 34Q: 3 clusters Score -5803402 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -5803468.500000 Penalty: 5351.267090
	Iteration 35Q: 3 clusters Score -5803468 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -5803517.000000 Penalty: 5351.267090
	Iteration 36Q: 3 clusters Score -5803517 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 44199 members 
Entering Unmasked Estep 
Score: -5803598.000000 Penalty: 5351.267090
	Iteration 37Q: 3 clusters Score -5803598 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -5803647.000000 Penalty: 5351.267090
	Iteration 38Q: 3 clusters Score -5803647 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -5803686.000000 Penalty: 5351.267090
	Iteration 39Q: 3 clusters Score -5803686 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -5803726.000000 Penalty: 5351.267090
	Iteration 40F: 3 clusters Score -5803726 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -5803749.500000 Penalty: 5351.267090
	Iteration 41Q: 3 clusters Score -5803750 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 45006 members 
Entering Unmasked Estep 
Score: -5803801.500000 Penalty: 5351.267090
	Iteration 42Q: 3 clusters Score -5803802 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 45110 members 
Entering Unmasked Estep 
Score: -5803831.500000 Penalty: 5351.267090
	Iteration 43Q: 3 clusters Score -5803832 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -5803841.000000 Penalty: 5351.267090
	Iteration 44Q: 3 clusters Score -5803841 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -5803864.000000 Penalty: 5351.267090
	Iteration 45Q: 3 clusters Score -5803864 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 45346 members 
Entering Unmasked Estep 
Score: -5803879.500000 Penalty: 5351.267090
	Iteration 46Q: 3 clusters Score -5803880 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 45429 members 
Entering Unmasked Estep 
Score: -5803906.000000 Penalty: 5351.267090
	Iteration 47Q: 3 clusters Score -5803906 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 45498 members 
Entering Unmasked Estep 
Score: -5803923.000000 Penalty: 5351.267090
	Iteration 48Q: 3 clusters Score -5803923 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 45568 members 
Entering Unmasked Estep 
Score: -5803947.000000 Penalty: 5351.267090
	Iteration 49Q: 3 clusters Score -5803947 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -5803984.500000 Penalty: 5351.267090
	Iteration 50Q: 3 clusters Score -5803984 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 45722 members 
Entering Unmasked Estep 
Score: -5804003.500000 Penalty: 5351.267090
	Iteration 51Q: 3 clusters Score -5804004 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 45784 members 
Entering Unmasked Estep 
Score: -5804027.000000 Penalty: 5351.267090
	Iteration 52Q: 3 clusters Score -5804027 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 45841 members 
Entering Unmasked Estep 
Score: -5804008.500000 Penalty: 5351.267090
	Iteration 53Q: 3 clusters Score -5804008 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 45895 members 
Entering Unmasked Estep 
Score: -5804023.500000 Penalty: 5351.267090
	Iteration 54Q: 3 clusters Score -5804024 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 45940 members 
Entering Unmasked Estep 
Score: -5804030.000000 Penalty: 5351.267090
	Iteration 55Q: 3 clusters Score -5804030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -5804053.500000 Penalty: 5351.267090
	Iteration 56Q: 3 clusters Score -5804054 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -5804063.000000 Penalty: 5351.267090
	Iteration 57Q: 3 clusters Score -5804063 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -5804071.500000 Penalty: 5351.267090
	Iteration 58Q: 3 clusters Score -5804072 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 46059 members 
Entering Unmasked Estep 
Score: -5804059.500000 Penalty: 5351.267090
	Iteration 59Q: 3 clusters Score -5804060 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2393 members 
Mstep: Class 2 contains 46084 members 
Entering Unmasked Estep 
Score: -5804058.500000 Penalty: 5351.267090
	Iteration 60F: 3 clusters Score -5804058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 46108 members 
Entering Unmasked Estep 
Score: -5804070.500000 Penalty: 5351.267090
	Iteration 61Q: 3 clusters Score -5804070 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2345 members 
Mstep: Class 2 contains 46132 members 
Entering Unmasked Estep 
Score: -5804069.500000 Penalty: 5351.267090
	Iteration 62Q: 3 clusters Score -5804070 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -5804070.500000 Penalty: 5351.267090
	Iteration 63Q: 3 clusters Score -5804070 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -5804076.000000 Penalty: 5351.267090
	Iteration 64Q: 3 clusters Score -5804076 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -5804077.500000 Penalty: 5351.267090
	Iteration 65Q: 3 clusters Score -5804078 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -5804081.000000 Penalty: 5351.267090
	Iteration 66Q: 3 clusters Score -5804081 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 46203 members 
Entering Unmasked Estep 
Score: -5804089.500000 Penalty: 5351.267090
	Iteration 67Q: 3 clusters Score -5804090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 46216 members 
Entering Unmasked Estep 
Score: -5804091.500000 Penalty: 5351.267090
	Iteration 68Q: 3 clusters Score -5804092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -5804089.000000 Penalty: 5351.267090
	Iteration 69Q: 3 clusters Score -5804089 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -5804088.500000 Penalty: 5351.267090
	Iteration 70Q: 3 clusters Score -5804088 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -5804091.500000 Penalty: 5351.267090
	Iteration 71Q: 3 clusters Score -5804092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 46237 members 
Entering Unmasked Estep 
Score: -5804089.500000 Penalty: 5351.267090
	Iteration 72Q: 3 clusters Score -5804090 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 46244 members 
Entering Unmasked Estep 
Score: -5804096.000000 Penalty: 5351.267090
	Iteration 73Q: 3 clusters Score -5804096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 46252 members 
Entering Unmasked Estep 
Score: -5804099.500000 Penalty: 5351.267090
	Iteration 74Q: 3 clusters Score -5804100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 46256 members 
Entering Unmasked Estep 
Score: -5804097.000000 Penalty: 5351.267090
	Iteration 75Q: 3 clusters Score -5804097 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -5804085.500000 Penalty: 5351.267090
	Iteration 76Q: 3 clusters Score -5804086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 46265 members 
Entering Unmasked Estep 
Score: -5804093.000000 Penalty: 5351.267090
	Iteration 77Q: 3 clusters Score -5804093 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 46271 members 
Entering Unmasked Estep 
Score: -5804093.000000 Penalty: 5351.267090
	Iteration 78Q: 3 clusters Score -5804093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 46275 members 
Entering Unmasked Estep 
Score: -5804094.500000 Penalty: 5351.267090
	Iteration 79Q: 3 clusters Score -5804094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 46279 members 
Entering Unmasked Estep 
Score: -5804094.500000 Penalty: 5351.267090
	Iteration 80F: 3 clusters Score -5804094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 46283 members 
Entering Unmasked Estep 
Score: -5804095.500000 Penalty: 5351.267090
	Iteration 81Q: 3 clusters Score -5804096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 46287 members 
Entering Unmasked Estep 
Score: -5804093.500000 Penalty: 5351.267090
	Iteration 82Q: 3 clusters Score -5804094 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 46291 members 
Entering Unmasked Estep 
Score: -5804096.500000 Penalty: 5351.267090
	Iteration 83Q: 3 clusters Score -5804096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 46294 members 
Entering Unmasked Estep 
Score: -5804099.000000 Penalty: 5351.267090
	Iteration 84Q: 3 clusters Score -5804099 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 46298 members 
Entering Unmasked Estep 
Score: -5804092.500000 Penalty: 5351.267090
	Iteration 85Q: 3 clusters Score -5804092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -5804091.500000 Penalty: 5351.267090
	Iteration 86Q: 3 clusters Score -5804092 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -5804088.500000 Penalty: 5351.267090
	Iteration 87Q: 3 clusters Score -5804088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 46304 members 
Entering Unmasked Estep 
Score: -5804088.500000 Penalty: 5351.267090
	Iteration 88Q: 3 clusters Score -5804088 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -5804088.500000 Penalty: 5351.267090
	Iteration 89Q: 3 clusters Score -5804088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 46308 members 
Entering Unmasked Estep 
Score: -5804084.500000 Penalty: 5351.267090
	Iteration 90Q: 3 clusters Score -5804084 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 46309 members 
Entering Unmasked Estep 
Score: -5804086.000000 Penalty: 5351.267090
	Iteration 91Q: 3 clusters Score -5804086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 46310 members 
Entering Unmasked Estep 
Score: -5804089.500000 Penalty: 5351.267090
	Iteration 92Q: 3 clusters Score -5804090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 46312 members 
Entering Unmasked Estep 
Score: -5804090.000000 Penalty: 5351.267090
	Iteration 93Q: 3 clusters Score -5804090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 46315 members 
Entering Unmasked Estep 
Score: -5804092.500000 Penalty: 5351.267090
	Iteration 94Q: 3 clusters Score -5804092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 46322 members 
Entering Unmasked Estep 
Score: -5804095.000000 Penalty: 5351.267090
	Iteration 95Q: 3 clusters Score -5804095 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 46328 members 
Entering Unmasked Estep 
Score: -5804098.000000 Penalty: 5351.267090
	Iteration 96Q: 3 clusters Score -5804098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 46336 members 
Entering Unmasked Estep 
Score: -5804100.000000 Penalty: 5351.267090
	Iteration 97Q: 3 clusters Score -5804100 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 46340 members 
Entering Unmasked Estep 
Score: -5804086.500000 Penalty: 5351.267090
	Iteration 98Q: 3 clusters Score -5804086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 46342 members 
Entering Unmasked Estep 
Score: -5804086.000000 Penalty: 5351.267090
	Iteration 99Q: 3 clusters Score -5804086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -5804087.500000 Penalty: 5351.267090
	Iteration 100F: 3 clusters Score -5804088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24280 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24280 members 
Entering Unmasked Estep 
Score: -2465574.750000 Penalty: 2504.157227
	Iteration 0F: 2 clusters Score -2465575 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12100 members 
Mstep: Class 2 contains 12180 members 
Entering Unmasked Estep 
Score: -2448650.000000 Penalty: 5008.314453
	Iteration 0F: 3 clusters Score -2448650 nChanged 10852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -2454496.750000 Penalty: 5008.314453
	Iteration 1F: 3 clusters Score -2454497 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -2455042.750000 Penalty: 5008.314453
	Iteration 2F: 3 clusters Score -2455043 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -2455542.000000 Penalty: 5008.314453
	Iteration 3Q: 3 clusters Score -2455542 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 13206 members 
Entering Unmasked Estep 
Score: -2456032.250000 Penalty: 5008.314453
	Iteration 4Q: 3 clusters Score -2456032 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -2456601.500000 Penalty: 5008.314453
	Iteration 5Q: 3 clusters Score -2456602 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -2457223.000000 Penalty: 5008.314453
	Iteration 6Q: 3 clusters Score -2457223 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10005 members 
Mstep: Class 2 contains 14275 members 
Entering Unmasked Estep 
Score: -2457870.250000 Penalty: 5008.314453
	Iteration 7Q: 3 clusters Score -2457870 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 14749 members 
Entering Unmasked Estep 
Score: -2458571.250000 Penalty: 5008.314453
	Iteration 8Q: 3 clusters Score -2458571 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9028 members 
Mstep: Class 2 contains 15252 members 
Entering Unmasked Estep 
Score: -2459265.000000 Penalty: 5008.314453
	Iteration 9Q: 3 clusters Score -2459265 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -2459916.250000 Penalty: 5008.314453
	Iteration 10Q: 3 clusters Score -2459916 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 16310 members 
Entering Unmasked Estep 
Score: -2460480.750000 Penalty: 5008.314453
	Iteration 11Q: 3 clusters Score -2460481 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7495 members 
Mstep: Class 2 contains 16785 members 
Entering Unmasked Estep 
Score: -2460888.750000 Penalty: 5008.314453
	Iteration 12Q: 3 clusters Score -2460889 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -2461183.250000 Penalty: 5008.314453
	Iteration 13Q: 3 clusters Score -2461183 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -2461401.500000 Penalty: 5008.314453
	Iteration 14Q: 3 clusters Score -2461402 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -2461574.750000 Penalty: 5008.314453
	Iteration 15Q: 3 clusters Score -2461575 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -2461707.500000 Penalty: 5008.314453
	Iteration 16Q: 3 clusters Score -2461708 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5890 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2461841.000000 Penalty: 5008.314453
	Iteration 17Q: 3 clusters Score -2461841 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -2461961.750000 Penalty: 5008.314453
	Iteration 18Q: 3 clusters Score -2461962 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -2462072.000000 Penalty: 5008.314453
	Iteration 19Q: 3 clusters Score -2462072 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -2462163.000000 Penalty: 5008.314453
	Iteration 20F: 3 clusters Score -2462163 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 19421 members 
Entering Unmasked Estep 
Score: -2462267.500000 Penalty: 5008.314453
	Iteration 21Q: 3 clusters Score -2462268 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 19657 members 
Entering Unmasked Estep 
Score: -2462384.000000 Penalty: 5008.314453
	Iteration 22Q: 3 clusters Score -2462384 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4390 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -2462523.750000 Penalty: 5008.314453
	Iteration 23Q: 3 clusters Score -2462524 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -2462690.500000 Penalty: 5008.314453
	Iteration 24Q: 3 clusters Score -2462690 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -2462917.000000 Penalty: 5008.314453
	Iteration 25Q: 3 clusters Score -2462917 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2463206.500000 Penalty: 5008.314453
	Iteration 26Q: 3 clusters Score -2463206 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -2463387.250000 Penalty: 5008.314453
	Iteration 27Q: 3 clusters Score -2463387 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -2463471.750000 Penalty: 5008.314453
	Iteration 28Q: 3 clusters Score -2463472 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -2463525.250000 Penalty: 5008.314453
	Iteration 29Q: 3 clusters Score -2463525 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -2463571.000000 Penalty: 5008.314453
	Iteration 30Q: 3 clusters Score -2463571 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -2463608.250000 Penalty: 5008.314453
	Iteration 31Q: 3 clusters Score -2463608 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -2463619.750000 Penalty: 5008.314453
	Iteration 32Q: 3 clusters Score -2463620 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -2463634.250000 Penalty: 5008.314453
	Iteration 33Q: 3 clusters Score -2463634 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3552 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2463631.500000 Penalty: 5008.314453
	Iteration 34Q: 3 clusters Score -2463632 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -2463638.500000 Penalty: 5008.314453
	Iteration 35Q: 3 clusters Score -2463638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -2463647.500000 Penalty: 5008.314453
	Iteration 36Q: 3 clusters Score -2463648 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -2463647.750000 Penalty: 5008.314453
	Iteration 37Q: 3 clusters Score -2463648 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -2463646.500000 Penalty: 5008.314453
	Iteration 38Q: 3 clusters Score -2463646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -2463650.250000 Penalty: 5008.314453
	Iteration 39Q: 3 clusters Score -2463650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -2463649.750000 Penalty: 5008.314453
	Iteration 40F: 3 clusters Score -2463650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -2463653.000000 Penalty: 5008.314453
	Iteration 41Q: 3 clusters Score -2463653 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 20681 members 
Entering Unmasked Estep 
Score: -2463657.750000 Penalty: 5008.314453
	Iteration 42Q: 3 clusters Score -2463658 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 20679 members 
Entering Unmasked Estep 
Score: -2463654.000000 Penalty: 5008.314453
	Iteration 43Q: 3 clusters Score -2463654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2463655.250000 Penalty: 5008.314453
	Iteration 44Q: 3 clusters Score -2463655 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 20670 members 
Entering Unmasked Estep 
Score: -2463657.500000 Penalty: 5008.314453
	Iteration 45Q: 3 clusters Score -2463658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -2463658.000000 Penalty: 5008.314453
	Iteration 46Q: 3 clusters Score -2463658 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -2463658.750000 Penalty: 5008.314453
	Iteration 47Q: 3 clusters Score -2463659 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 20664 members 
Entering Unmasked Estep 
Score: -2463658.750000 Penalty: 5008.314453
	Iteration 48Q: 3 clusters Score -2463659 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 20661 members 
Entering Unmasked Estep 
Score: -2463658.750000 Penalty: 5008.314453
	Iteration 49Q: 3 clusters Score -2463659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2463665.750000 Penalty: 5008.314453
	Iteration 50Q: 3 clusters Score -2463666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2463663.250000 Penalty: 5008.314453
	Iteration 51Q: 3 clusters Score -2463663 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 20656 members 
Entering Unmasked Estep 
Score: -2463663.250000 Penalty: 5008.314453
	Iteration 52F: 3 clusters Score -2463663 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (11020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Entering Unmasked Estep 
Score: -1239921.125000 Penalty: 2308.251953
	Iteration 0F: 2 clusters Score -1239921 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1231610.875000 Penalty: 4616.503906
	Iteration 0F: 3 clusters Score -1231611 nChanged 4635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1233995.000000 Penalty: 4616.503906
	Iteration 1F: 3 clusters Score -1233995 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1234307.125000 Penalty: 4616.503906
	Iteration 2F: 3 clusters Score -1234307 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -1234527.500000 Penalty: 4616.503906
	Iteration 3F: 3 clusters Score -1234528 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 5365 members 
Entering Unmasked Estep 
Score: -1234700.500000 Penalty: 4616.503906
	Iteration 4Q: 3 clusters Score -1234700 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1234824.375000 Penalty: 4616.503906
	Iteration 5Q: 3 clusters Score -1234824 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -1234942.875000 Penalty: 4616.503906
	Iteration 6Q: 3 clusters Score -1234943 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -1235052.750000 Penalty: 4616.503906
	Iteration 7Q: 3 clusters Score -1235053 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 5358 members 
Entering Unmasked Estep 
Score: -1235156.375000 Penalty: 4616.503906
	Iteration 8Q: 3 clusters Score -1235156 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1235268.375000 Penalty: 4616.503906
	Iteration 9Q: 3 clusters Score -1235268 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1235366.000000 Penalty: 4616.503906
	Iteration 10Q: 3 clusters Score -1235366 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1235470.625000 Penalty: 4616.503906
	Iteration 11Q: 3 clusters Score -1235471 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5602 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1235591.875000 Penalty: 4616.503906
	Iteration 12Q: 3 clusters Score -1235592 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1235712.625000 Penalty: 4616.503906
	Iteration 13Q: 3 clusters Score -1235713 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1235834.125000 Penalty: 4616.503906
	Iteration 14Q: 3 clusters Score -1235834 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1235975.250000 Penalty: 4616.503906
	Iteration 15Q: 3 clusters Score -1235975 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -1236137.375000 Penalty: 4616.503906
	Iteration 16Q: 3 clusters Score -1236137 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -1236290.125000 Penalty: 4616.503906
	Iteration 17Q: 3 clusters Score -1236290 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -1236443.750000 Penalty: 4616.503906
	Iteration 18Q: 3 clusters Score -1236444 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5804 members 
Entering Unmasked Estep 
Score: -1236576.750000 Penalty: 4616.503906
	Iteration 19Q: 3 clusters Score -1236577 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1236725.375000 Penalty: 4616.503906
	Iteration 20F: 3 clusters Score -1236725 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5031 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1236884.625000 Penalty: 4616.503906
	Iteration 21Q: 3 clusters Score -1236885 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -1237011.625000 Penalty: 4616.503906
	Iteration 22Q: 3 clusters Score -1237012 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1237102.625000 Penalty: 4616.503906
	Iteration 23Q: 3 clusters Score -1237103 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4758 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1237172.750000 Penalty: 4616.503906
	Iteration 24Q: 3 clusters Score -1237173 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1237214.875000 Penalty: 4616.503906
	Iteration 25Q: 3 clusters Score -1237215 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -1237247.000000 Penalty: 4616.503906
	Iteration 26Q: 3 clusters Score -1237247 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1237277.875000 Penalty: 4616.503906
	Iteration 27Q: 3 clusters Score -1237278 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4509 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1237309.000000 Penalty: 4616.503906
	Iteration 28Q: 3 clusters Score -1237309 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6571 members 
Entering Unmasked Estep 
Score: -1237334.750000 Penalty: 4616.503906
	Iteration 29Q: 3 clusters Score -1237335 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -1237352.375000 Penalty: 4616.503906
	Iteration 30Q: 3 clusters Score -1237352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4350 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1237362.750000 Penalty: 4616.503906
	Iteration 31Q: 3 clusters Score -1237363 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -1237374.625000 Penalty: 4616.503906
	Iteration 32Q: 3 clusters Score -1237375 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1237385.500000 Penalty: 4616.503906
	Iteration 33Q: 3 clusters Score -1237386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4223 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -1237402.375000 Penalty: 4616.503906
	Iteration 34Q: 3 clusters Score -1237402 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 6852 members 
Entering Unmasked Estep 
Score: -1237415.250000 Penalty: 4616.503906
	Iteration 35Q: 3 clusters Score -1237415 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 6902 members 
Entering Unmasked Estep 
Score: -1237435.125000 Penalty: 4616.503906
	Iteration 36Q: 3 clusters Score -1237435 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -1237450.250000 Penalty: 4616.503906
	Iteration 37Q: 3 clusters Score -1237450 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -1237463.750000 Penalty: 4616.503906
	Iteration 38Q: 3 clusters Score -1237464 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 7059 members 
Entering Unmasked Estep 
Score: -1237477.875000 Penalty: 4616.503906
	Iteration 39Q: 3 clusters Score -1237478 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -1237495.750000 Penalty: 4616.503906
	Iteration 40F: 3 clusters Score -1237496 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -1237507.750000 Penalty: 4616.503906
	Iteration 41Q: 3 clusters Score -1237508 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -1237526.000000 Penalty: 4616.503906
	Iteration 42Q: 3 clusters Score -1237526 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1237532.500000 Penalty: 4616.503906
	Iteration 43Q: 3 clusters Score -1237532 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1237545.125000 Penalty: 4616.503906
	Iteration 44Q: 3 clusters Score -1237545 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -1237558.250000 Penalty: 4616.503906
	Iteration 45Q: 3 clusters Score -1237558 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3631 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -1237564.625000 Penalty: 4616.503906
	Iteration 46Q: 3 clusters Score -1237565 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -1237576.375000 Penalty: 4616.503906
	Iteration 47Q: 3 clusters Score -1237576 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1237581.500000 Penalty: 4616.503906
	Iteration 48Q: 3 clusters Score -1237582 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -1237584.250000 Penalty: 4616.503906
	Iteration 49Q: 3 clusters Score -1237584 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3517 members 
Mstep: Class 2 contains 7503 members 
Entering Unmasked Estep 
Score: -1237590.500000 Penalty: 4616.503906
	Iteration 50Q: 3 clusters Score -1237590 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 7531 members 
Entering Unmasked Estep 
Score: -1237601.875000 Penalty: 4616.503906
	Iteration 51Q: 3 clusters Score -1237602 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7556 members 
Entering Unmasked Estep 
Score: -1237604.500000 Penalty: 4616.503906
	Iteration 52Q: 3 clusters Score -1237604 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -1237609.125000 Penalty: 4616.503906
	Iteration 53Q: 3 clusters Score -1237609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7584 members 
Entering Unmasked Estep 
Score: -1237611.500000 Penalty: 4616.503906
	Iteration 54Q: 3 clusters Score -1237612 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7594 members 
Entering Unmasked Estep 
Score: -1237609.625000 Penalty: 4616.503906
	Iteration 55Q: 3 clusters Score -1237610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -1237614.875000 Penalty: 4616.503906
	Iteration 56Q: 3 clusters Score -1237615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -1237618.875000 Penalty: 4616.503906
	Iteration 57Q: 3 clusters Score -1237619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -1237615.750000 Penalty: 4616.503906
	Iteration 58Q: 3 clusters Score -1237616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1237617.250000 Penalty: 4616.503906
	Iteration 59Q: 3 clusters Score -1237617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 7647 members 
Entering Unmasked Estep 
Score: -1237620.375000 Penalty: 4616.503906
	Iteration 60F: 3 clusters Score -1237620 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 7659 members 
Entering Unmasked Estep 
Score: -1237622.000000 Penalty: 4616.503906
	Iteration 61Q: 3 clusters Score -1237622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7672 members 
Entering Unmasked Estep 
Score: -1237626.375000 Penalty: 4616.503906
	Iteration 62Q: 3 clusters Score -1237626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -1237627.125000 Penalty: 4616.503906
	Iteration 63Q: 3 clusters Score -1237627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1237628.500000 Penalty: 4616.503906
	Iteration 64Q: 3 clusters Score -1237628 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -1237627.750000 Penalty: 4616.503906
	Iteration 65Q: 3 clusters Score -1237628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -1237631.000000 Penalty: 4616.503906
	Iteration 66Q: 3 clusters Score -1237631 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1237629.375000 Penalty: 4616.503906
	Iteration 67Q: 3 clusters Score -1237629 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -1237629.875000 Penalty: 4616.503906
	Iteration 68Q: 3 clusters Score -1237630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -1237630.500000 Penalty: 4616.503906
	Iteration 69Q: 3 clusters Score -1237630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 7729 members 
Entering Unmasked Estep 
Score: -1237632.250000 Penalty: 4616.503906
	Iteration 70Q: 3 clusters Score -1237632 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -1237632.625000 Penalty: 4616.503906
	Iteration 71Q: 3 clusters Score -1237633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1237632.625000 Penalty: 4616.503906
	Iteration 72Q: 3 clusters Score -1237633 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -1237632.625000 Penalty: 4616.503906
	Iteration 73F: 3 clusters Score -1237633 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (309904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309904 members 
Entering Unmasked Estep 
Score: -36445456.000000 Penalty: 3135.716553
	Iteration 0F: 2 clusters Score -3.644546e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155419 members 
Mstep: Class 2 contains 154485 members 
Entering Unmasked Estep 
Score: -36254660.000000 Penalty: 6271.433105
	Iteration 0F: 3 clusters Score -3.625466e+07 nChanged 150173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165494 members 
Mstep: Class 2 contains 144410 members 
Entering Unmasked Estep 
Score: -36342788.000000 Penalty: 6271.433105
	Iteration 1F: 3 clusters Score -3.634279e+07 nChanged 9217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172155 members 
Mstep: Class 2 contains 137749 members 
Entering Unmasked Estep 
Score: -36344976.000000 Penalty: 6271.433105
	Iteration 2Q: 3 clusters Score -3.634498e+07 nChanged 11861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182384 members 
Mstep: Class 2 contains 127520 members 
Entering Unmasked Estep 
Score: -36349192.000000 Penalty: 6271.433105
	Iteration 3Q: 3 clusters Score -3.634919e+07 nChanged 16043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197503 members 
Mstep: Class 2 contains 112401 members 
Entering Unmasked Estep 
Score: -36357376.000000 Penalty: 6271.433105
	Iteration 4F: 3 clusters Score -3.635738e+07 nChanged 20720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217723 members 
Mstep: Class 2 contains 92181 members 
Entering Unmasked Estep 
Score: -36370848.000000 Penalty: 6271.433105
	Iteration 5F: 3 clusters Score -3.637085e+07 nChanged 24008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241501 members 
Mstep: Class 2 contains 68403 members 
Entering Unmasked Estep 
Score: -36390268.000000 Penalty: 6271.433105
	Iteration 6F: 3 clusters Score -3.639027e+07 nChanged 23139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264534 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -36411336.000000 Penalty: 6271.433105
	Iteration 7F: 3 clusters Score -3.641134e+07 nChanged 18406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282916 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -36429204.000000 Penalty: 6271.433105
	Iteration 8F: 3 clusters Score -3.64292e+07 nChanged 12043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294935 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -36439624.000000 Penalty: 6271.433105
	Iteration 9Q: 3 clusters Score -3.643962e+07 nChanged 6568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301471 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -36442308.000000 Penalty: 6271.433105
	Iteration 10Q: 3 clusters Score -3.644231e+07 nChanged 3259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304664 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -36443088.000000 Penalty: 6271.433105
	Iteration 11Q: 3 clusters Score -3.644309e+07 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306266 members 
Mstep: Class 2 contains 3638 members 
Entering Unmasked Estep 
Score: -36443324.000000 Penalty: 6271.433105
	Iteration 12Q: 3 clusters Score -3.644332e+07 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307124 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -36443376.000000 Penalty: 6271.433105
	Iteration 13Q: 3 clusters Score -3.644338e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307622 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -36443440.000000 Penalty: 6271.433105
	Iteration 14Q: 3 clusters Score -3.644344e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307958 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -36443404.000000 Penalty: 6271.433105
	Iteration 15Q: 3 clusters Score -3.64434e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308158 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -36443368.000000 Penalty: 6271.433105
	Iteration 16Q: 3 clusters Score -3.644337e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308303 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -36443344.000000 Penalty: 6271.433105
	Iteration 17Q: 3 clusters Score -3.644334e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308392 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -36443348.000000 Penalty: 6271.433105
	Iteration 18Q: 3 clusters Score -3.644335e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308472 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -36443344.000000 Penalty: 6271.433105
	Iteration 19Q: 3 clusters Score -3.644334e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308543 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -36443380.000000 Penalty: 6271.433105
	Iteration 20F: 3 clusters Score -3.644338e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308578 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -36443396.000000 Penalty: 6271.433105
	Iteration 21Q: 3 clusters Score -3.64434e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308609 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -36443412.000000 Penalty: 6271.433105
	Iteration 22Q: 3 clusters Score -3.644341e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308627 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -36443416.000000 Penalty: 6271.433105
	Iteration 23Q: 3 clusters Score -3.644342e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308644 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -36443388.000000 Penalty: 6271.433105
	Iteration 24Q: 3 clusters Score -3.644339e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308650 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -36443372.000000 Penalty: 6271.433105
	Iteration 25Q: 3 clusters Score -3.644337e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308662 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -36443392.000000 Penalty: 6271.433105
	Iteration 26Q: 3 clusters Score -3.644339e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308664 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -36443432.000000 Penalty: 6271.433105
	Iteration 27Q: 3 clusters Score -3.644343e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308668 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -36443416.000000 Penalty: 6271.433105
	Iteration 28Q: 3 clusters Score -3.644342e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308680 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -36443424.000000 Penalty: 6271.433105
	Iteration 29Q: 3 clusters Score -3.644342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308687 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -36443440.000000 Penalty: 6271.433105
	Iteration 30Q: 3 clusters Score -3.644344e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308695 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -36443460.000000 Penalty: 6271.433105
	Iteration 31Q: 3 clusters Score -3.644346e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308700 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -36443476.000000 Penalty: 6271.433105
	Iteration 32Q: 3 clusters Score -3.644348e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308704 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -36443488.000000 Penalty: 6271.433105
	Iteration 33Q: 3 clusters Score -3.644349e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308708 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -36443484.000000 Penalty: 6271.433105
	Iteration 34Q: 3 clusters Score -3.644348e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308716 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -36443480.000000 Penalty: 6271.433105
	Iteration 35Q: 3 clusters Score -3.644348e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308722 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -36443488.000000 Penalty: 6271.433105
	Iteration 36Q: 3 clusters Score -3.644349e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308726 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -36443468.000000 Penalty: 6271.433105
	Iteration 37Q: 3 clusters Score -3.644347e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308726 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -36443476.000000 Penalty: 6271.433105
	Iteration 38Q: 3 clusters Score -3.644348e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308731 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -36443488.000000 Penalty: 6271.433105
	Iteration 39Q: 3 clusters Score -3.644349e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308735 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -36443484.000000 Penalty: 6271.433105
	Iteration 40F: 3 clusters Score -3.644348e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308739 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -36443488.000000 Penalty: 6271.433105
	Iteration 41Q: 3 clusters Score -3.644349e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308740 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -36443464.000000 Penalty: 6271.433105
	Iteration 42Q: 3 clusters Score -3.644346e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308746 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -36443456.000000 Penalty: 6271.433105
	Iteration 43Q: 3 clusters Score -3.644346e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308746 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -36443472.000000 Penalty: 6271.433105
	Iteration 44Q: 3 clusters Score -3.644347e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308747 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -36443484.000000 Penalty: 6271.433105
	Iteration 45Q: 3 clusters Score -3.644348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308749 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -36443484.000000 Penalty: 6271.433105
	Iteration 46Q: 3 clusters Score -3.644348e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308749 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -36443496.000000 Penalty: 6271.433105
	Iteration 47Q: 3 clusters Score -3.64435e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308746 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -36443496.000000 Penalty: 6271.433105
	Iteration 48Q: 3 clusters Score -3.64435e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308747 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -36443504.000000 Penalty: 6271.433105
	Iteration 49Q: 3 clusters Score -3.64435e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308749 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -36443512.000000 Penalty: 6271.433105
	Iteration 50Q: 3 clusters Score -3.644351e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308752 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -36443496.000000 Penalty: 6271.433105
	Iteration 51Q: 3 clusters Score -3.64435e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308752 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -36443496.000000 Penalty: 6271.433105
	Iteration 52Q: 3 clusters Score -3.64435e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308749 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -36443488.000000 Penalty: 6271.433105
	Iteration 53Q: 3 clusters Score -3.644349e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308746 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -36443484.000000 Penalty: 6271.433105
	Iteration 54Q: 3 clusters Score -3.644348e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308744 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -36443484.000000 Penalty: 6271.433105
	Iteration 55Q: 3 clusters Score -3.644348e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308743 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -36443496.000000 Penalty: 6271.433105
	Iteration 56Q: 3 clusters Score -3.64435e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308744 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -36443496.000000 Penalty: 6271.433105
	Iteration 57Q: 3 clusters Score -3.64435e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308744 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -36443496.000000 Penalty: 6271.433105
	Iteration 58F: 3 clusters Score -3.64435e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -247469.484375 Penalty: 1923.536499
	Iteration 0F: 2 clusters Score -247469.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -244619.093750 Penalty: 3847.072998
	Iteration 0F: 3 clusters Score -244619.1 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -245254.156250 Penalty: 3847.072998
	Iteration 1F: 3 clusters Score -245254.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -245657.531250 Penalty: 3847.072998
	Iteration 2F: 3 clusters Score -245657.5 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -246007.343750 Penalty: 3847.072998
	Iteration 3F: 3 clusters Score -246007.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -246281.968750 Penalty: 3847.072998
	Iteration 4F: 3 clusters Score -246282 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -246596.859375 Penalty: 3847.072998
	Iteration 5F: 3 clusters Score -246596.9 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -246876.843750 Penalty: 3847.072998
	Iteration 6F: 3 clusters Score -246876.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -247168.281250 Penalty: 3847.072998
	Iteration 7F: 3 clusters Score -247168.3 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -247398.281250 Penalty: 3847.072998
	Iteration 8Q: 3 clusters Score -247398.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -247600.203125 Penalty: 3847.072998
	Iteration 9Q: 3 clusters Score -247600.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -247826.750000 Penalty: 3847.072998
	Iteration 10Q: 3 clusters Score -247826.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -248245.359375 Penalty: 3847.072998
	Iteration 11Q: 3 clusters Score -248245.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -248433.453125 Penalty: 3847.072998
	Iteration 12Q: 3 clusters Score -248433.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -248443.859375 Penalty: 3847.072998
	Iteration 13Q: 3 clusters Score -248443.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -248446.984375 Penalty: 3847.072998
	Iteration 14Q: 3 clusters Score -248447 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -248447.890625 Penalty: 3847.072998
	Iteration 15Q: 3 clusters Score -248447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -248447.890625 Penalty: 3847.072998
	Iteration 16F: 3 clusters Score -248447.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 282410 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 21252 members 
Mstep: Class 6 contains 69353 members 
Mstep: Class 7 contains 48477 members 
Mstep: Class 8 contains 24280 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 309904 members 
Mstep: Class 11 contains 783 members 
Mstep: Class 12 contains 8214 members 
Mstep: Class 13 contains 22498 members 
Mstep: Class 14 contains 194078 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 16 contains 19206 members 
Mstep: Class 17 contains 5889 members 
Mstep: Class 18 contains 18788 members 
Mstep: Class 19 contains 213524 members 
Mstep: Class 20 contains 8383 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 8322 members 
Mstep: Class 24 contains 80564 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 953 members 
Mstep: Class 28 contains 7073 members 
Mstep: Class 29 contains 1553 members 
Entering Unmasked Estep 
Score: -161435536.000000 Penalty: 101876.304688
Splitting cluster 11 changes total score from -161436368.000000 to -161435536.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8214 members 
Entering Unmasked Estep 
Score: -958276.062500 Penalty: 2235.371582
	Iteration 0F: 2 clusters Score -958276.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -951790.812500 Penalty: 4470.743164
	Iteration 0F: 3 clusters Score -951790.8 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -953510.125000 Penalty: 4470.743164
	Iteration 1F: 3 clusters Score -953510.1 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -953768.625000 Penalty: 4470.743164
	Iteration 2F: 3 clusters Score -953768.6 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4648 members 
Entering Unmasked Estep 
Score: -953954.875000 Penalty: 4470.743164
	Iteration 3Q: 3 clusters Score -953954.9 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4776 members 
Entering Unmasked Estep 
Score: -954086.125000 Penalty: 4470.743164
	Iteration 4Q: 3 clusters Score -954086.1 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -954203.250000 Penalty: 4470.743164
	Iteration 5Q: 3 clusters Score -954203.2 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -954314.812500 Penalty: 4470.743164
	Iteration 6Q: 3 clusters Score -954314.8 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 5259 members 
Entering Unmasked Estep 
Score: -954431.125000 Penalty: 4470.743164
	Iteration 7Q: 3 clusters Score -954431.1 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -954548.062500 Penalty: 4470.743164
	Iteration 8Q: 3 clusters Score -954548.1 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 5680 members 
Entering Unmasked Estep 
Score: -954669.000000 Penalty: 4470.743164
	Iteration 9Q: 3 clusters Score -954669 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -954809.625000 Penalty: 4470.743164
	Iteration 10Q: 3 clusters Score -954809.6 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 6159 members 
Entering Unmasked Estep 
Score: -954972.437500 Penalty: 4470.743164
	Iteration 11Q: 3 clusters Score -954972.4 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -955146.000000 Penalty: 4470.743164
	Iteration 12Q: 3 clusters Score -955146 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -955321.937500 Penalty: 4470.743164
	Iteration 13Q: 3 clusters Score -955321.9 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -955494.625000 Penalty: 4470.743164
	Iteration 14Q: 3 clusters Score -955494.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -955671.062500 Penalty: 4470.743164
	Iteration 15Q: 3 clusters Score -955671.1 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -955819.812500 Penalty: 4470.743164
	Iteration 16Q: 3 clusters Score -955819.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -955946.125000 Penalty: 4470.743164
	Iteration 17Q: 3 clusters Score -955946.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -956042.437500 Penalty: 4470.743164
	Iteration 18Q: 3 clusters Score -956042.4 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -956135.250000 Penalty: 4470.743164
	Iteration 19Q: 3 clusters Score -956135.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -956188.750000 Penalty: 4470.743164
	Iteration 20F: 3 clusters Score -956188.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -956232.875000 Penalty: 4470.743164
	Iteration 21Q: 3 clusters Score -956232.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 7745 members 
Entering Unmasked Estep 
Score: -956260.687500 Penalty: 4470.743164
	Iteration 22Q: 3 clusters Score -956260.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -956280.625000 Penalty: 4470.743164
	Iteration 23Q: 3 clusters Score -956280.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -956295.937500 Penalty: 4470.743164
	Iteration 24Q: 3 clusters Score -956295.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 7793 members 
Entering Unmasked Estep 
Score: -956306.187500 Penalty: 4470.743164
	Iteration 25Q: 3 clusters Score -956306.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -956310.812500 Penalty: 4470.743164
	Iteration 26Q: 3 clusters Score -956310.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -956322.687500 Penalty: 4470.743164
	Iteration 27Q: 3 clusters Score -956322.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -956328.562500 Penalty: 4470.743164
	Iteration 28Q: 3 clusters Score -956328.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7820 members 
Entering Unmasked Estep 
Score: -956335.812500 Penalty: 4470.743164
	Iteration 29Q: 3 clusters Score -956335.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 7822 members 
Entering Unmasked Estep 
Score: -956338.625000 Penalty: 4470.743164
	Iteration 30Q: 3 clusters Score -956338.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 7825 members 
Entering Unmasked Estep 
Score: -956342.500000 Penalty: 4470.743164
	Iteration 31Q: 3 clusters Score -956342.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 7826 members 
Entering Unmasked Estep 
Score: -956342.312500 Penalty: 4470.743164
	Iteration 32Q: 3 clusters Score -956342.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 7829 members 
Entering Unmasked Estep 
Score: -956345.437500 Penalty: 4470.743164
	Iteration 33Q: 3 clusters Score -956345.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -956348.875000 Penalty: 4470.743164
	Iteration 34Q: 3 clusters Score -956348.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -956352.125000 Penalty: 4470.743164
	Iteration 35Q: 3 clusters Score -956352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 7834 members 
Entering Unmasked Estep 
Score: -956355.312500 Penalty: 4470.743164
	Iteration 36Q: 3 clusters Score -956355.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -956356.437500 Penalty: 4470.743164
	Iteration 37Q: 3 clusters Score -956356.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -956358.187500 Penalty: 4470.743164
	Iteration 38Q: 3 clusters Score -956358.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -956360.125000 Penalty: 4470.743164
	Iteration 39Q: 3 clusters Score -956360.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -956360.187500 Penalty: 4470.743164
	Iteration 40F: 3 clusters Score -956360.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 7842 members 
Entering Unmasked Estep 
Score: -956361.687500 Penalty: 4470.743164
	Iteration 41Q: 3 clusters Score -956361.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -956362.375000 Penalty: 4470.743164
	Iteration 42Q: 3 clusters Score -956362.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -956363.562500 Penalty: 4470.743164
	Iteration 43Q: 3 clusters Score -956363.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -956363.562500 Penalty: 4470.743164
	Iteration 44F: 3 clusters Score -956363.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (22498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Entering Unmasked Estep 
Score: -2691192.250000 Penalty: 2485.253174
	Iteration 0F: 2 clusters Score -2691192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -2675541.250000 Penalty: 4970.506348
	Iteration 0F: 3 clusters Score -2675541 nChanged 9942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 11341 members 
Entering Unmasked Estep 
Score: -2680904.000000 Penalty: 4970.506348
	Iteration 1F: 3 clusters Score -2680904 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -2681276.500000 Penalty: 4970.506348
	Iteration 2Q: 3 clusters Score -2681276 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 11486 members 
Entering Unmasked Estep 
Score: -2681608.000000 Penalty: 4970.506348
	Iteration 3Q: 3 clusters Score -2681608 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -2681912.000000 Penalty: 4970.506348
	Iteration 4Q: 3 clusters Score -2681912 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -2682200.500000 Penalty: 4970.506348
	Iteration 5Q: 3 clusters Score -2682200 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -2682434.750000 Penalty: 4970.506348
	Iteration 6Q: 3 clusters Score -2682435 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10317 members 
Mstep: Class 2 contains 12181 members 
Entering Unmasked Estep 
Score: -2682754.500000 Penalty: 4970.506348
	Iteration 7Q: 3 clusters Score -2682754 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -2683109.500000 Penalty: 4970.506348
	Iteration 8Q: 3 clusters Score -2683110 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9664 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -2683495.000000 Penalty: 4970.506348
	Iteration 9Q: 3 clusters Score -2683495 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 13303 members 
Entering Unmasked Estep 
Score: -2683958.500000 Penalty: 4970.506348
	Iteration 10Q: 3 clusters Score -2683958 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -2684499.250000 Penalty: 4970.506348
	Iteration 11Q: 3 clusters Score -2684499 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 14410 members 
Entering Unmasked Estep 
Score: -2685187.250000 Penalty: 4970.506348
	Iteration 12Q: 3 clusters Score -2685187 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7458 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -2685913.000000 Penalty: 4970.506348
	Iteration 13Q: 3 clusters Score -2685913 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6868 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -2686550.250000 Penalty: 4970.506348
	Iteration 14Q: 3 clusters Score -2686550 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 16157 members 
Entering Unmasked Estep 
Score: -2687066.250000 Penalty: 4970.506348
	Iteration 15Q: 3 clusters Score -2687066 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 16644 members 
Entering Unmasked Estep 
Score: -2687397.750000 Penalty: 4970.506348
	Iteration 16Q: 3 clusters Score -2687398 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -2687611.750000 Penalty: 4970.506348
	Iteration 17Q: 3 clusters Score -2687612 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -2687792.250000 Penalty: 4970.506348
	Iteration 18Q: 3 clusters Score -2687792 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -2687964.500000 Penalty: 4970.506348
	Iteration 19Q: 3 clusters Score -2687964 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4347 members 
Mstep: Class 2 contains 18151 members 
Entering Unmasked Estep 
Score: -2688118.250000 Penalty: 4970.506348
	Iteration 20F: 3 clusters Score -2688118 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 18476 members 
Entering Unmasked Estep 
Score: -2688247.750000 Penalty: 4970.506348
	Iteration 21Q: 3 clusters Score -2688248 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3705 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -2688385.000000 Penalty: 4970.506348
	Iteration 22Q: 3 clusters Score -2688385 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -2688470.000000 Penalty: 4970.506348
	Iteration 23Q: 3 clusters Score -2688470 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3253 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2688544.750000 Penalty: 4970.506348
	Iteration 24Q: 3 clusters Score -2688545 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -2688620.250000 Penalty: 4970.506348
	Iteration 25Q: 3 clusters Score -2688620 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 19601 members 
Entering Unmasked Estep 
Score: -2688687.000000 Penalty: 4970.506348
	Iteration 26Q: 3 clusters Score -2688687 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -2688743.000000 Penalty: 4970.506348
	Iteration 27Q: 3 clusters Score -2688743 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -2688815.000000 Penalty: 4970.506348
	Iteration 28Q: 3 clusters Score -2688815 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 20056 members 
Entering Unmasked Estep 
Score: -2688866.750000 Penalty: 4970.506348
	Iteration 29Q: 3 clusters Score -2688867 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -2688923.250000 Penalty: 4970.506348
	Iteration 30Q: 3 clusters Score -2688923 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 20293 members 
Entering Unmasked Estep 
Score: -2688961.500000 Penalty: 4970.506348
	Iteration 31Q: 3 clusters Score -2688962 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2688988.000000 Penalty: 4970.506348
	Iteration 32Q: 3 clusters Score -2688988 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -2689007.250000 Penalty: 4970.506348
	Iteration 33Q: 3 clusters Score -2689007 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -2689032.000000 Penalty: 4970.506348
	Iteration 34Q: 3 clusters Score -2689032 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -2689041.750000 Penalty: 4970.506348
	Iteration 35Q: 3 clusters Score -2689042 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 20614 members 
Entering Unmasked Estep 
Score: -2689057.750000 Penalty: 4970.506348
	Iteration 36Q: 3 clusters Score -2689058 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -2689067.500000 Penalty: 4970.506348
	Iteration 37Q: 3 clusters Score -2689068 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -2689087.750000 Penalty: 4970.506348
	Iteration 38Q: 3 clusters Score -2689088 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2689086.000000 Penalty: 4970.506348
	Iteration 39Q: 3 clusters Score -2689086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -2689098.500000 Penalty: 4970.506348
	Iteration 40F: 3 clusters Score -2689098 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -2689103.500000 Penalty: 4970.506348
	Iteration 41Q: 3 clusters Score -2689104 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 20811 members 
Entering Unmasked Estep 
Score: -2689107.250000 Penalty: 4970.506348
	Iteration 42Q: 3 clusters Score -2689107 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2689110.750000 Penalty: 4970.506348
	Iteration 43Q: 3 clusters Score -2689111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20840 members 
Entering Unmasked Estep 
Score: -2689120.500000 Penalty: 4970.506348
	Iteration 44Q: 3 clusters Score -2689120 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 20847 members 
Entering Unmasked Estep 
Score: -2689121.750000 Penalty: 4970.506348
	Iteration 45Q: 3 clusters Score -2689122 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 20856 members 
Entering Unmasked Estep 
Score: -2689125.500000 Penalty: 4970.506348
	Iteration 46Q: 3 clusters Score -2689126 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2689128.750000 Penalty: 4970.506348
	Iteration 47Q: 3 clusters Score -2689129 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -2689129.500000 Penalty: 4970.506348
	Iteration 48Q: 3 clusters Score -2689130 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -2689126.000000 Penalty: 4970.506348
	Iteration 49Q: 3 clusters Score -2689126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -2689130.500000 Penalty: 4970.506348
	Iteration 50Q: 3 clusters Score -2689130 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 20889 members 
Entering Unmasked Estep 
Score: -2689128.250000 Penalty: 4970.506348
	Iteration 51Q: 3 clusters Score -2689128 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -2689131.500000 Penalty: 4970.506348
	Iteration 52Q: 3 clusters Score -2689132 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -2689135.250000 Penalty: 4970.506348
	Iteration 53Q: 3 clusters Score -2689135 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -2689133.500000 Penalty: 4970.506348
	Iteration 54Q: 3 clusters Score -2689134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -2689133.500000 Penalty: 4970.506348
	Iteration 55Q: 3 clusters Score -2689134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -2689133.250000 Penalty: 4970.506348
	Iteration 56Q: 3 clusters Score -2689133 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 20919 members 
Entering Unmasked Estep 
Score: -2689133.500000 Penalty: 4970.506348
	Iteration 57Q: 3 clusters Score -2689134 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2689133.250000 Penalty: 4970.506348
	Iteration 58Q: 3 clusters Score -2689133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2689136.000000 Penalty: 4970.506348
	Iteration 59Q: 3 clusters Score -2689136 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -2689138.500000 Penalty: 4970.506348
	Iteration 60F: 3 clusters Score -2689138 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 20928 members 
Entering Unmasked Estep 
Score: -2689137.750000 Penalty: 4970.506348
	Iteration 61Q: 3 clusters Score -2689138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2689140.750000 Penalty: 4970.506348
	Iteration 62Q: 3 clusters Score -2689141 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -2689140.750000 Penalty: 4970.506348
	Iteration 63F: 3 clusters Score -2689141 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (194078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194078 members 
Entering Unmasked Estep 
Score: -22844512.000000 Penalty: 3019.651855
	Iteration 0F: 2 clusters Score -2.284451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97166 members 
Mstep: Class 2 contains 96912 members 
Entering Unmasked Estep 
Score: -22715908.000000 Penalty: 6039.303711
	Iteration 0F: 3 clusters Score -2.271591e+07 nChanged 93131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98759 members 
Mstep: Class 2 contains 95319 members 
Entering Unmasked Estep 
Score: -22770776.000000 Penalty: 6039.303711
	Iteration 1F: 3 clusters Score -2.277078e+07 nChanged 5938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99969 members 
Mstep: Class 2 contains 94109 members 
Entering Unmasked Estep 
Score: -22772116.000000 Penalty: 6039.303711
	Iteration 2Q: 3 clusters Score -2.277212e+07 nChanged 6604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101707 members 
Mstep: Class 2 contains 92371 members 
Entering Unmasked Estep 
Score: -22774302.000000 Penalty: 6039.303711
	Iteration 3Q: 3 clusters Score -2.27743e+07 nChanged 7546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104055 members 
Mstep: Class 2 contains 90023 members 
Entering Unmasked Estep 
Score: -22777232.000000 Penalty: 6039.303711
	Iteration 4Q: 3 clusters Score -2.277723e+07 nChanged 8658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107159 members 
Mstep: Class 2 contains 86919 members 
Entering Unmasked Estep 
Score: -22781002.000000 Penalty: 6039.303711
	Iteration 5Q: 3 clusters Score -2.2781e+07 nChanged 9759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111000 members 
Mstep: Class 2 contains 83078 members 
Entering Unmasked Estep 
Score: -22786390.000000 Penalty: 6039.303711
	Iteration 6F: 3 clusters Score -2.278639e+07 nChanged 10862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115486 members 
Mstep: Class 2 contains 78592 members 
Entering Unmasked Estep 
Score: -22792930.000000 Penalty: 6039.303711
	Iteration 7F: 3 clusters Score -2.279293e+07 nChanged 11500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120168 members 
Mstep: Class 2 contains 73910 members 
Entering Unmasked Estep 
Score: -22800454.000000 Penalty: 6039.303711
	Iteration 8F: 3 clusters Score -2.280045e+07 nChanged 10990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124606 members 
Mstep: Class 2 contains 69472 members 
Entering Unmasked Estep 
Score: -22807636.000000 Penalty: 6039.303711
	Iteration 9F: 3 clusters Score -2.280764e+07 nChanged 9482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128570 members 
Mstep: Class 2 contains 65508 members 
Entering Unmasked Estep 
Score: -22813178.000000 Penalty: 6039.303711
	Iteration 10Q: 3 clusters Score -2.281318e+07 nChanged 7437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132153 members 
Mstep: Class 2 contains 61925 members 
Entering Unmasked Estep 
Score: -22816512.000000 Penalty: 6039.303711
	Iteration 11Q: 3 clusters Score -2.281651e+07 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135506 members 
Mstep: Class 2 contains 58572 members 
Entering Unmasked Estep 
Score: -22818704.000000 Penalty: 6039.303711
	Iteration 12Q: 3 clusters Score -2.28187e+07 nChanged 4628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138742 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -22820348.000000 Penalty: 6039.303711
	Iteration 13Q: 3 clusters Score -2.282035e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141884 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -22821992.000000 Penalty: 6039.303711
	Iteration 14Q: 3 clusters Score -2.282199e+07 nChanged 3714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144994 members 
Mstep: Class 2 contains 49084 members 
Entering Unmasked Estep 
Score: -22823410.000000 Penalty: 6039.303711
	Iteration 15Q: 3 clusters Score -2.282341e+07 nChanged 3727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148213 members 
Mstep: Class 2 contains 45865 members 
Entering Unmasked Estep 
Score: -22824890.000000 Penalty: 6039.303711
	Iteration 16Q: 3 clusters Score -2.282489e+07 nChanged 3564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151337 members 
Mstep: Class 2 contains 42741 members 
Entering Unmasked Estep 
Score: -22826330.000000 Penalty: 6039.303711
	Iteration 17Q: 3 clusters Score -2.282633e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154347 members 
Mstep: Class 2 contains 39731 members 
Entering Unmasked Estep 
Score: -22827786.000000 Penalty: 6039.303711
	Iteration 18Q: 3 clusters Score -2.282779e+07 nChanged 3304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157253 members 
Mstep: Class 2 contains 36825 members 
Entering Unmasked Estep 
Score: -22829242.000000 Penalty: 6039.303711
	Iteration 19Q: 3 clusters Score -2.282924e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160094 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -22830762.000000 Penalty: 6039.303711
	Iteration 20F: 3 clusters Score -2.283076e+07 nChanged 2958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162742 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -22832122.000000 Penalty: 6039.303711
	Iteration 21Q: 3 clusters Score -2.283212e+07 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165279 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -22833352.000000 Penalty: 6039.303711
	Iteration 22Q: 3 clusters Score -2.283335e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167708 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -22834746.000000 Penalty: 6039.303711
	Iteration 23Q: 3 clusters Score -2.283475e+07 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169840 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -22835944.000000 Penalty: 6039.303711
	Iteration 24Q: 3 clusters Score -2.283594e+07 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171784 members 
Mstep: Class 2 contains 22294 members 
Entering Unmasked Estep 
Score: -22837256.000000 Penalty: 6039.303711
	Iteration 25Q: 3 clusters Score -2.283726e+07 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173551 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -22838282.000000 Penalty: 6039.303711
	Iteration 26Q: 3 clusters Score -2.283828e+07 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175149 members 
Mstep: Class 2 contains 18929 members 
Entering Unmasked Estep 
Score: -22839384.000000 Penalty: 6039.303711
	Iteration 27Q: 3 clusters Score -2.283938e+07 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176573 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -22840520.000000 Penalty: 6039.303711
	Iteration 28Q: 3 clusters Score -2.284052e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177826 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -22841418.000000 Penalty: 6039.303711
	Iteration 29Q: 3 clusters Score -2.284142e+07 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178906 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -22842112.000000 Penalty: 6039.303711
	Iteration 30Q: 3 clusters Score -2.284211e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179806 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -22842634.000000 Penalty: 6039.303711
	Iteration 31Q: 3 clusters Score -2.284263e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180618 members 
Mstep: Class 2 contains 13460 members 
Entering Unmasked Estep 
Score: -22842824.000000 Penalty: 6039.303711
	Iteration 32Q: 3 clusters Score -2.284282e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181308 members 
Mstep: Class 2 contains 12770 members 
Entering Unmasked Estep 
Score: -22843058.000000 Penalty: 6039.303711
	Iteration 33Q: 3 clusters Score -2.284306e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181925 members 
Mstep: Class 2 contains 12153 members 
Entering Unmasked Estep 
Score: -22843202.000000 Penalty: 6039.303711
	Iteration 34Q: 3 clusters Score -2.28432e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182498 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -22843294.000000 Penalty: 6039.303711
	Iteration 35Q: 3 clusters Score -2.284329e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183011 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -22843354.000000 Penalty: 6039.303711
	Iteration 36Q: 3 clusters Score -2.284335e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183491 members 
Mstep: Class 2 contains 10587 members 
Entering Unmasked Estep 
Score: -22843498.000000 Penalty: 6039.303711
	Iteration 37Q: 3 clusters Score -2.28435e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183938 members 
Mstep: Class 2 contains 10140 members 
Entering Unmasked Estep 
Score: -22843542.000000 Penalty: 6039.303711
	Iteration 38Q: 3 clusters Score -2.284354e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184352 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -22843504.000000 Penalty: 6039.303711
	Iteration 39Q: 3 clusters Score -2.28435e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184714 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -22843554.000000 Penalty: 6039.303711
	Iteration 40F: 3 clusters Score -2.284355e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185026 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -22843672.000000 Penalty: 6039.303711
	Iteration 41Q: 3 clusters Score -2.284367e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185328 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -22843760.000000 Penalty: 6039.303711
	Iteration 42Q: 3 clusters Score -2.284376e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185627 members 
Mstep: Class 2 contains 8451 members 
Entering Unmasked Estep 
Score: -22843878.000000 Penalty: 6039.303711
	Iteration 43Q: 3 clusters Score -2.284388e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185917 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -22843852.000000 Penalty: 6039.303711
	Iteration 44Q: 3 clusters Score -2.284385e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186207 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -22843882.000000 Penalty: 6039.303711
	Iteration 45Q: 3 clusters Score -2.284388e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186486 members 
Mstep: Class 2 contains 7592 members 
Entering Unmasked Estep 
Score: -22843918.000000 Penalty: 6039.303711
	Iteration 46Q: 3 clusters Score -2.284392e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186733 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -22843928.000000 Penalty: 6039.303711
	Iteration 47Q: 3 clusters Score -2.284393e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186955 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -22843936.000000 Penalty: 6039.303711
	Iteration 48Q: 3 clusters Score -2.284394e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187172 members 
Mstep: Class 2 contains 6906 members 
Entering Unmasked Estep 
Score: -22843988.000000 Penalty: 6039.303711
	Iteration 49Q: 3 clusters Score -2.284399e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187366 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -22844028.000000 Penalty: 6039.303711
	Iteration 50Q: 3 clusters Score -2.284403e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187524 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -22844056.000000 Penalty: 6039.303711
	Iteration 51Q: 3 clusters Score -2.284406e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187677 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -22844070.000000 Penalty: 6039.303711
	Iteration 52Q: 3 clusters Score -2.284407e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187809 members 
Mstep: Class 2 contains 6269 members 
Entering Unmasked Estep 
Score: -22844072.000000 Penalty: 6039.303711
	Iteration 53Q: 3 clusters Score -2.284407e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187926 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -22844072.000000 Penalty: 6039.303711
	Iteration 54Q: 3 clusters Score -2.284407e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188021 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -22844090.000000 Penalty: 6039.303711
	Iteration 55Q: 3 clusters Score -2.284409e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188110 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -22844108.000000 Penalty: 6039.303711
	Iteration 56Q: 3 clusters Score -2.284411e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188198 members 
Mstep: Class 2 contains 5880 members 
Entering Unmasked Estep 
Score: -22844112.000000 Penalty: 6039.303711
	Iteration 57Q: 3 clusters Score -2.284411e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188264 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -22844112.000000 Penalty: 6039.303711
	Iteration 58Q: 3 clusters Score -2.284411e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188330 members 
Mstep: Class 2 contains 5748 members 
Entering Unmasked Estep 
Score: -22844140.000000 Penalty: 6039.303711
	Iteration 59Q: 3 clusters Score -2.284414e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188392 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -22844124.000000 Penalty: 6039.303711
	Iteration 60F: 3 clusters Score -2.284412e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188452 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -22844150.000000 Penalty: 6039.303711
	Iteration 61Q: 3 clusters Score -2.284415e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188519 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -22844188.000000 Penalty: 6039.303711
	Iteration 62Q: 3 clusters Score -2.284419e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188582 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -22844140.000000 Penalty: 6039.303711
	Iteration 63Q: 3 clusters Score -2.284414e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188633 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -22844130.000000 Penalty: 6039.303711
	Iteration 64Q: 3 clusters Score -2.284413e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188691 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -22844158.000000 Penalty: 6039.303711
	Iteration 65Q: 3 clusters Score -2.284416e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188748 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -22844194.000000 Penalty: 6039.303711
	Iteration 66Q: 3 clusters Score -2.284419e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188811 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -22844196.000000 Penalty: 6039.303711
	Iteration 67Q: 3 clusters Score -2.28442e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188865 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -22844168.000000 Penalty: 6039.303711
	Iteration 68Q: 3 clusters Score -2.284417e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188913 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -22844168.000000 Penalty: 6039.303711
	Iteration 69Q: 3 clusters Score -2.284417e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188954 members 
Mstep: Class 2 contains 5124 members 
Entering Unmasked Estep 
Score: -22844160.000000 Penalty: 6039.303711
	Iteration 70Q: 3 clusters Score -2.284416e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188997 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -22844170.000000 Penalty: 6039.303711
	Iteration 71Q: 3 clusters Score -2.284417e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189029 members 
Mstep: Class 2 contains 5049 members 
Entering Unmasked Estep 
Score: -22844148.000000 Penalty: 6039.303711
	Iteration 72Q: 3 clusters Score -2.284415e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189063 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -22844132.000000 Penalty: 6039.303711
	Iteration 73Q: 3 clusters Score -2.284413e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189091 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -22844112.000000 Penalty: 6039.303711
	Iteration 74Q: 3 clusters Score -2.284411e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189112 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -22844126.000000 Penalty: 6039.303711
	Iteration 75Q: 3 clusters Score -2.284413e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189130 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -22844104.000000 Penalty: 6039.303711
	Iteration 76Q: 3 clusters Score -2.28441e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189144 members 
Mstep: Class 2 contains 4934 members 
Entering Unmasked Estep 
Score: -22844126.000000 Penalty: 6039.303711
	Iteration 77Q: 3 clusters Score -2.284413e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189161 members 
Mstep: Class 2 contains 4917 members 
Entering Unmasked Estep 
Score: -22844146.000000 Penalty: 6039.303711
	Iteration 78Q: 3 clusters Score -2.284415e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189178 members 
Mstep: Class 2 contains 4900 members 
Entering Unmasked Estep 
Score: -22844152.000000 Penalty: 6039.303711
	Iteration 79Q: 3 clusters Score -2.284415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189199 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -22844166.000000 Penalty: 6039.303711
	Iteration 80F: 3 clusters Score -2.284417e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189213 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -22844172.000000 Penalty: 6039.303711
	Iteration 81Q: 3 clusters Score -2.284417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189221 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -22844172.000000 Penalty: 6039.303711
	Iteration 82Q: 3 clusters Score -2.284417e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189230 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -22844178.000000 Penalty: 6039.303711
	Iteration 83Q: 3 clusters Score -2.284418e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189238 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -22844172.000000 Penalty: 6039.303711
	Iteration 84Q: 3 clusters Score -2.284417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189250 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -22844188.000000 Penalty: 6039.303711
	Iteration 85Q: 3 clusters Score -2.284419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189260 members 
Mstep: Class 2 contains 4818 members 
Entering Unmasked Estep 
Score: -22844170.000000 Penalty: 6039.303711
	Iteration 86Q: 3 clusters Score -2.284417e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189272 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -22844174.000000 Penalty: 6039.303711
	Iteration 87Q: 3 clusters Score -2.284417e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189286 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -22844170.000000 Penalty: 6039.303711
	Iteration 88Q: 3 clusters Score -2.284417e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189301 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -22844188.000000 Penalty: 6039.303711
	Iteration 89Q: 3 clusters Score -2.284419e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189311 members 
Mstep: Class 2 contains 4767 members 
Entering Unmasked Estep 
Score: -22844204.000000 Penalty: 6039.303711
	Iteration 90Q: 3 clusters Score -2.28442e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189320 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -22844196.000000 Penalty: 6039.303711
	Iteration 91Q: 3 clusters Score -2.28442e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189327 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -22844188.000000 Penalty: 6039.303711
	Iteration 92Q: 3 clusters Score -2.284419e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189333 members 
Mstep: Class 2 contains 4745 members 
Entering Unmasked Estep 
Score: -22844192.000000 Penalty: 6039.303711
	Iteration 93Q: 3 clusters Score -2.284419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189339 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -22844206.000000 Penalty: 6039.303711
	Iteration 94Q: 3 clusters Score -2.284421e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189350 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -22844202.000000 Penalty: 6039.303711
	Iteration 95Q: 3 clusters Score -2.28442e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189358 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -22844208.000000 Penalty: 6039.303711
	Iteration 96Q: 3 clusters Score -2.284421e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189370 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -22844194.000000 Penalty: 6039.303711
	Iteration 97Q: 3 clusters Score -2.284419e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189379 members 
Mstep: Class 2 contains 4699 members 
Entering Unmasked Estep 
Score: -22844210.000000 Penalty: 6039.303711
	Iteration 98Q: 3 clusters Score -2.284421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189386 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -22844220.000000 Penalty: 6039.303711
	Iteration 99Q: 3 clusters Score -2.284422e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189387 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -22844208.000000 Penalty: 6039.303711
	Iteration 100F: 3 clusters Score -2.284421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189386 members 
Mstep: Class 2 contains 4692 members 
Entering Unmasked Estep 
Score: -22844200.000000 Penalty: 6039.303711
	Iteration 101Q: 3 clusters Score -2.28442e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189387 members 
Mstep: Class 2 contains 4691 members 
Entering Unmasked Estep 
Score: -22844206.000000 Penalty: 6039.303711
	Iteration 102Q: 3 clusters Score -2.284421e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189388 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -22844198.000000 Penalty: 6039.303711
	Iteration 103Q: 3 clusters Score -2.28442e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189390 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -22844202.000000 Penalty: 6039.303711
	Iteration 104Q: 3 clusters Score -2.28442e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189393 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -22844194.000000 Penalty: 6039.303711
	Iteration 105Q: 3 clusters Score -2.284419e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189394 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -22844190.000000 Penalty: 6039.303711
	Iteration 106Q: 3 clusters Score -2.284419e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189394 members 
Mstep: Class 2 contains 4684 members 
Entering Unmasked Estep 
Score: -22844190.000000 Penalty: 6039.303711
	Iteration 107F: 3 clusters Score -2.284419e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Entering Unmasked Estep 
Score: -185606.968750 Penalty: 1930.961914
	Iteration 0F: 2 clusters Score -185607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -182818.765625 Penalty: 3861.923828
	Iteration 0F: 3 clusters Score -182818.8 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -183471.265625 Penalty: 3861.923828
	Iteration 1F: 3 clusters Score -183471.3 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -183673.640625 Penalty: 3861.923828
	Iteration 2F: 3 clusters Score -183673.6 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -183846.812500 Penalty: 3861.923828
	Iteration 3F: 3 clusters Score -183846.8 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -184018.812500 Penalty: 3861.923828
	Iteration 4Q: 3 clusters Score -184018.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -184250.578125 Penalty: 3861.923828
	Iteration 5F: 3 clusters Score -184250.6 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -184558.609375 Penalty: 3861.923828
	Iteration 6F: 3 clusters Score -184558.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -184919.156250 Penalty: 3861.923828
	Iteration 7F: 3 clusters Score -184919.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -185381.234375 Penalty: 3861.923828
	Iteration 8F: 3 clusters Score -185381.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -185719.953125 Penalty: 3861.923828
	Iteration 9F: 3 clusters Score -185720 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -185857.843750 Penalty: 3861.923828
	Iteration 10Q: 3 clusters Score -185857.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -185907.250000 Penalty: 3861.923828
	Iteration 11Q: 3 clusters Score -185907.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -185934.906250 Penalty: 3861.923828
	Iteration 12Q: 3 clusters Score -185934.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -185943.484375 Penalty: 3861.923828
	Iteration 13Q: 3 clusters Score -185943.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -185946.843750 Penalty: 3861.923828
	Iteration 14Q: 3 clusters Score -185946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -185947.437500 Penalty: 3861.923828
	Iteration 15Q: 3 clusters Score -185947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -185947.437500 Penalty: 3861.923828
	Iteration 16F: 3 clusters Score -185947.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 282410 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 21252 members 
Mstep: Class 6 contains 69353 members 
Mstep: Class 7 contains 48477 members 
Mstep: Class 8 contains 24280 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 309904 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8214 members 
Mstep: Class 13 contains 22498 members 
Mstep: Class 14 contains 194078 members 
Mstep: Class 15 contains 977 members 
Mstep: Class 16 contains 19206 members 
Mstep: Class 17 contains 5889 members 
Mstep: Class 18 contains 18788 members 
Mstep: Class 19 contains 213524 members 
Mstep: Class 20 contains 8383 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 8322 members 
Mstep: Class 24 contains 80564 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 953 members 
Mstep: Class 28 contains 7073 members 
Mstep: Class 29 contains 1430 members 
Entering Unmasked Estep 
Score: -161435408.000000 Penalty: 101876.304688
Splitting cluster 15 changes total score from -161436368.000000 to -161435408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (19206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19206 members 
Entering Unmasked Estep 
Score: -2305973.500000 Penalty: 2446.018555
	Iteration 0F: 2 clusters Score -2305974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -2292359.500000 Penalty: 4892.037109
	Iteration 0F: 3 clusters Score -2292360 nChanged 8521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -2296908.750000 Penalty: 4892.037109
	Iteration 1F: 3 clusters Score -2296909 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2297389.250000 Penalty: 4892.037109
	Iteration 2F: 3 clusters Score -2297389 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -2297761.750000 Penalty: 4892.037109
	Iteration 3Q: 3 clusters Score -2297762 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9099 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -2298076.750000 Penalty: 4892.037109
	Iteration 4Q: 3 clusters Score -2298077 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2298401.250000 Penalty: 4892.037109
	Iteration 5Q: 3 clusters Score -2298401 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -2298740.750000 Penalty: 4892.037109
	Iteration 6Q: 3 clusters Score -2298741 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 10049 members 
Entering Unmasked Estep 
Score: -2299091.250000 Penalty: 4892.037109
	Iteration 7Q: 3 clusters Score -2299091 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9886 members 
Entering Unmasked Estep 
Score: -2299483.000000 Penalty: 4892.037109
	Iteration 8Q: 3 clusters Score -2299483 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 9653 members 
Entering Unmasked Estep 
Score: -2299947.750000 Penalty: 4892.037109
	Iteration 9Q: 3 clusters Score -2299948 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9881 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -2300474.000000 Penalty: 4892.037109
	Iteration 10Q: 3 clusters Score -2300474 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -2301063.500000 Penalty: 4892.037109
	Iteration 11Q: 3 clusters Score -2301064 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -2301637.750000 Penalty: 4892.037109
	Iteration 12Q: 3 clusters Score -2301638 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2302043.000000 Penalty: 4892.037109
	Iteration 13Q: 3 clusters Score -2302043 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -2302248.750000 Penalty: 4892.037109
	Iteration 14Q: 3 clusters Score -2302249 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 7996 members 
Entering Unmasked Estep 
Score: -2302352.000000 Penalty: 4892.037109
	Iteration 15Q: 3 clusters Score -2302352 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2302394.250000 Penalty: 4892.037109
	Iteration 16Q: 3 clusters Score -2302394 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11503 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -2302429.250000 Penalty: 4892.037109
	Iteration 17Q: 3 clusters Score -2302429 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -2302454.750000 Penalty: 4892.037109
	Iteration 18Q: 3 clusters Score -2302455 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11689 members 
Mstep: Class 2 contains 7517 members 
Entering Unmasked Estep 
Score: -2302463.750000 Penalty: 4892.037109
	Iteration 19Q: 3 clusters Score -2302464 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 7423 members 
Entering Unmasked Estep 
Score: -2302486.000000 Penalty: 4892.037109
	Iteration 20F: 3 clusters Score -2302486 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 7337 members 
Entering Unmasked Estep 
Score: -2302498.000000 Penalty: 4892.037109
	Iteration 21Q: 3 clusters Score -2302498 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -2302522.500000 Penalty: 4892.037109
	Iteration 22Q: 3 clusters Score -2302522 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -2302536.000000 Penalty: 4892.037109
	Iteration 23Q: 3 clusters Score -2302536 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 7077 members 
Entering Unmasked Estep 
Score: -2302546.750000 Penalty: 4892.037109
	Iteration 24Q: 3 clusters Score -2302547 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12236 members 
Mstep: Class 2 contains 6970 members 
Entering Unmasked Estep 
Score: -2302569.750000 Penalty: 4892.037109
	Iteration 25Q: 3 clusters Score -2302570 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -2302571.750000 Penalty: 4892.037109
	Iteration 26Q: 3 clusters Score -2302572 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 6758 members 
Entering Unmasked Estep 
Score: -2302591.000000 Penalty: 4892.037109
	Iteration 27Q: 3 clusters Score -2302591 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12555 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -2302610.500000 Penalty: 4892.037109
	Iteration 28Q: 3 clusters Score -2302610 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12652 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2302632.250000 Penalty: 4892.037109
	Iteration 29Q: 3 clusters Score -2302632 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12735 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -2302650.750000 Penalty: 4892.037109
	Iteration 30Q: 3 clusters Score -2302651 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -2302663.750000 Penalty: 4892.037109
	Iteration 31Q: 3 clusters Score -2302664 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12907 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -2302677.000000 Penalty: 4892.037109
	Iteration 32Q: 3 clusters Score -2302677 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13009 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -2302692.500000 Penalty: 4892.037109
	Iteration 33Q: 3 clusters Score -2302692 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -2302708.250000 Penalty: 4892.037109
	Iteration 34Q: 3 clusters Score -2302708 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 5994 members 
Entering Unmasked Estep 
Score: -2302735.500000 Penalty: 4892.037109
	Iteration 35Q: 3 clusters Score -2302736 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 5896 members 
Entering Unmasked Estep 
Score: -2302754.000000 Penalty: 4892.037109
	Iteration 36Q: 3 clusters Score -2302754 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13413 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -2302771.250000 Penalty: 4892.037109
	Iteration 37Q: 3 clusters Score -2302771 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -2302786.250000 Penalty: 4892.037109
	Iteration 38Q: 3 clusters Score -2302786 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -2302805.750000 Penalty: 4892.037109
	Iteration 39Q: 3 clusters Score -2302806 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -2302823.250000 Penalty: 4892.037109
	Iteration 40F: 3 clusters Score -2302823 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2302844.000000 Penalty: 4892.037109
	Iteration 41Q: 3 clusters Score -2302844 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -2302875.000000 Penalty: 4892.037109
	Iteration 42Q: 3 clusters Score -2302875 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -2302904.250000 Penalty: 4892.037109
	Iteration 43Q: 3 clusters Score -2302904 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2302936.500000 Penalty: 4892.037109
	Iteration 44Q: 3 clusters Score -2302936 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2302966.500000 Penalty: 4892.037109
	Iteration 45Q: 3 clusters Score -2302966 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14442 members 
Mstep: Class 2 contains 4764 members 
Entering Unmasked Estep 
Score: -2302997.000000 Penalty: 4892.037109
	Iteration 46Q: 3 clusters Score -2302997 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -2303029.750000 Penalty: 4892.037109
	Iteration 47Q: 3 clusters Score -2303030 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -2303057.250000 Penalty: 4892.037109
	Iteration 48Q: 3 clusters Score -2303057 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 4350 members 
Entering Unmasked Estep 
Score: -2303113.750000 Penalty: 4892.037109
	Iteration 49Q: 3 clusters Score -2303114 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15012 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -2303171.500000 Penalty: 4892.037109
	Iteration 50Q: 3 clusters Score -2303172 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15154 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -2303220.000000 Penalty: 4892.037109
	Iteration 51Q: 3 clusters Score -2303220 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -2303260.750000 Penalty: 4892.037109
	Iteration 52Q: 3 clusters Score -2303261 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -2303318.250000 Penalty: 4892.037109
	Iteration 53Q: 3 clusters Score -2303318 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 3581 members 
Entering Unmasked Estep 
Score: -2303380.250000 Penalty: 4892.037109
	Iteration 54Q: 3 clusters Score -2303380 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -2303434.250000 Penalty: 4892.037109
	Iteration 55Q: 3 clusters Score -2303434 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15929 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -2303480.250000 Penalty: 4892.037109
	Iteration 56Q: 3 clusters Score -2303480 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -2303532.750000 Penalty: 4892.037109
	Iteration 57Q: 3 clusters Score -2303533 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16189 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -2303564.250000 Penalty: 4892.037109
	Iteration 58Q: 3 clusters Score -2303564 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -2303586.000000 Penalty: 4892.037109
	Iteration 59Q: 3 clusters Score -2303586 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16356 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -2303607.250000 Penalty: 4892.037109
	Iteration 60F: 3 clusters Score -2303607 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -2303625.750000 Penalty: 4892.037109
	Iteration 61Q: 3 clusters Score -2303626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16485 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -2303641.000000 Penalty: 4892.037109
	Iteration 62Q: 3 clusters Score -2303641 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16560 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2303656.250000 Penalty: 4892.037109
	Iteration 63Q: 3 clusters Score -2303656 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16627 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -2303681.500000 Penalty: 4892.037109
	Iteration 64Q: 3 clusters Score -2303682 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16699 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -2303699.250000 Penalty: 4892.037109
	Iteration 65Q: 3 clusters Score -2303699 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -2303715.250000 Penalty: 4892.037109
	Iteration 66Q: 3 clusters Score -2303715 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -2303737.250000 Penalty: 4892.037109
	Iteration 67Q: 3 clusters Score -2303737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -2303746.250000 Penalty: 4892.037109
	Iteration 68Q: 3 clusters Score -2303746 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16928 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -2303757.000000 Penalty: 4892.037109
	Iteration 69Q: 3 clusters Score -2303757 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -2303764.500000 Penalty: 4892.037109
	Iteration 70Q: 3 clusters Score -2303764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -2303781.750000 Penalty: 4892.037109
	Iteration 71Q: 3 clusters Score -2303782 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -2303787.250000 Penalty: 4892.037109
	Iteration 72Q: 3 clusters Score -2303787 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17071 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -2303790.000000 Penalty: 4892.037109
	Iteration 73Q: 3 clusters Score -2303790 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -2303796.000000 Penalty: 4892.037109
	Iteration 74Q: 3 clusters Score -2303796 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17108 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -2303800.750000 Penalty: 4892.037109
	Iteration 75Q: 3 clusters Score -2303801 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17125 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -2303801.500000 Penalty: 4892.037109
	Iteration 76Q: 3 clusters Score -2303802 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -2303806.500000 Penalty: 4892.037109
	Iteration 77Q: 3 clusters Score -2303806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -2303805.750000 Penalty: 4892.037109
	Iteration 78Q: 3 clusters Score -2303806 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17185 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -2303815.000000 Penalty: 4892.037109
	Iteration 79Q: 3 clusters Score -2303815 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17211 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -2303828.250000 Penalty: 4892.037109
	Iteration 80F: 3 clusters Score -2303828 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -2303833.250000 Penalty: 4892.037109
	Iteration 81Q: 3 clusters Score -2303833 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17265 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -2303835.500000 Penalty: 4892.037109
	Iteration 82Q: 3 clusters Score -2303836 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2303839.750000 Penalty: 4892.037109
	Iteration 83Q: 3 clusters Score -2303840 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17320 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -2303843.000000 Penalty: 4892.037109
	Iteration 84Q: 3 clusters Score -2303843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -2303849.500000 Penalty: 4892.037109
	Iteration 85Q: 3 clusters Score -2303850 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -2303855.750000 Penalty: 4892.037109
	Iteration 86Q: 3 clusters Score -2303856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2303864.250000 Penalty: 4892.037109
	Iteration 87Q: 3 clusters Score -2303864 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -2303876.250000 Penalty: 4892.037109
	Iteration 88Q: 3 clusters Score -2303876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -2303882.250000 Penalty: 4892.037109
	Iteration 89Q: 3 clusters Score -2303882 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -2303881.750000 Penalty: 4892.037109
	Iteration 90Q: 3 clusters Score -2303882 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17472 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -2303894.750000 Penalty: 4892.037109
	Iteration 91Q: 3 clusters Score -2303895 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17497 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -2303901.000000 Penalty: 4892.037109
	Iteration 92Q: 3 clusters Score -2303901 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -2303910.250000 Penalty: 4892.037109
	Iteration 93Q: 3 clusters Score -2303910 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -2303916.750000 Penalty: 4892.037109
	Iteration 94Q: 3 clusters Score -2303917 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17576 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2303920.250000 Penalty: 4892.037109
	Iteration 95Q: 3 clusters Score -2303920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17595 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2303928.500000 Penalty: 4892.037109
	Iteration 96Q: 3 clusters Score -2303928 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -2303932.750000 Penalty: 4892.037109
	Iteration 97Q: 3 clusters Score -2303933 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -2303938.750000 Penalty: 4892.037109
	Iteration 98Q: 3 clusters Score -2303939 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17657 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -2303947.750000 Penalty: 4892.037109
	Iteration 99Q: 3 clusters Score -2303948 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17676 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -2303953.750000 Penalty: 4892.037109
	Iteration 100F: 3 clusters Score -2303954 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17694 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2303965.250000 Penalty: 4892.037109
	Iteration 101Q: 3 clusters Score -2303965 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17711 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2303970.250000 Penalty: 4892.037109
	Iteration 102Q: 3 clusters Score -2303970 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2303977.000000 Penalty: 4892.037109
	Iteration 103Q: 3 clusters Score -2303977 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -2303975.250000 Penalty: 4892.037109
	Iteration 104Q: 3 clusters Score -2303975 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -2303973.500000 Penalty: 4892.037109
	Iteration 105Q: 3 clusters Score -2303974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17745 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -2303979.250000 Penalty: 4892.037109
	Iteration 106Q: 3 clusters Score -2303979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17750 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -2303979.000000 Penalty: 4892.037109
	Iteration 107Q: 3 clusters Score -2303979 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2303980.000000 Penalty: 4892.037109
	Iteration 108Q: 3 clusters Score -2303980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17759 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -2303977.000000 Penalty: 4892.037109
	Iteration 109Q: 3 clusters Score -2303977 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2303975.000000 Penalty: 4892.037109
	Iteration 110Q: 3 clusters Score -2303975 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2303975.000000 Penalty: 4892.037109
	Iteration 111F: 3 clusters Score -2303975 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5889 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Entering Unmasked Estep 
Score: -663083.500000 Penalty: 2152.848633
	Iteration 0F: 2 clusters Score -663083.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -658000.125000 Penalty: 4305.697266
	Iteration 0F: 3 clusters Score -658000.1 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -659278.937500 Penalty: 4305.697266
	Iteration 1F: 3 clusters Score -659278.9 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -659491.687500 Penalty: 4305.697266
	Iteration 2F: 3 clusters Score -659491.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -659634.937500 Penalty: 4305.697266
	Iteration 3Q: 3 clusters Score -659634.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -659744.250000 Penalty: 4305.697266
	Iteration 4Q: 3 clusters Score -659744.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -659854.875000 Penalty: 4305.697266
	Iteration 5Q: 3 clusters Score -659854.9 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -659968.312500 Penalty: 4305.697266
	Iteration 6Q: 3 clusters Score -659968.3 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2166 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -660070.687500 Penalty: 4305.697266
	Iteration 7Q: 3 clusters Score -660070.7 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -660176.312500 Penalty: 4305.697266
	Iteration 8Q: 3 clusters Score -660176.3 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -660285.687500 Penalty: 4305.697266
	Iteration 9Q: 3 clusters Score -660285.7 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -660394.250000 Penalty: 4305.697266
	Iteration 10Q: 3 clusters Score -660394.2 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1562 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -660518.625000 Penalty: 4305.697266
	Iteration 11Q: 3 clusters Score -660518.6 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -660628.687500 Penalty: 4305.697266
	Iteration 12Q: 3 clusters Score -660628.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -660749.687500 Penalty: 4305.697266
	Iteration 13Q: 3 clusters Score -660749.7 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -660845.000000 Penalty: 4305.697266
	Iteration 14Q: 3 clusters Score -660845 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -660915.500000 Penalty: 4305.697266
	Iteration 15Q: 3 clusters Score -660915.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -660962.125000 Penalty: 4305.697266
	Iteration 16Q: 3 clusters Score -660962.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -661006.937500 Penalty: 4305.697266
	Iteration 17Q: 3 clusters Score -661006.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -661050.312500 Penalty: 4305.697266
	Iteration 18Q: 3 clusters Score -661050.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -661081.625000 Penalty: 4305.697266
	Iteration 19Q: 3 clusters Score -661081.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -661122.062500 Penalty: 4305.697266
	Iteration 20F: 3 clusters Score -661122.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 5104 members 
Entering Unmasked Estep 
Score: -661147.250000 Penalty: 4305.697266
	Iteration 21Q: 3 clusters Score -661147.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -661165.562500 Penalty: 4305.697266
	Iteration 22Q: 3 clusters Score -661165.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -661184.062500 Penalty: 4305.697266
	Iteration 23Q: 3 clusters Score -661184.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -661198.312500 Penalty: 4305.697266
	Iteration 24Q: 3 clusters Score -661198.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -661211.937500 Penalty: 4305.697266
	Iteration 25Q: 3 clusters Score -661211.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -661220.875000 Penalty: 4305.697266
	Iteration 26Q: 3 clusters Score -661220.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -661228.187500 Penalty: 4305.697266
	Iteration 27Q: 3 clusters Score -661228.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -661239.312500 Penalty: 4305.697266
	Iteration 28Q: 3 clusters Score -661239.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 5244 members 
Entering Unmasked Estep 
Score: -661247.437500 Penalty: 4305.697266
	Iteration 29Q: 3 clusters Score -661247.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -661256.687500 Penalty: 4305.697266
	Iteration 30Q: 3 clusters Score -661256.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -661262.625000 Penalty: 4305.697266
	Iteration 31Q: 3 clusters Score -661262.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -661267.812500 Penalty: 4305.697266
	Iteration 32Q: 3 clusters Score -661267.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 5263 members 
Entering Unmasked Estep 
Score: -661270.312500 Penalty: 4305.697266
	Iteration 33Q: 3 clusters Score -661270.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -661270.625000 Penalty: 4305.697266
	Iteration 34Q: 3 clusters Score -661270.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 5265 members 
Entering Unmasked Estep 
Score: -661274.437500 Penalty: 4305.697266
	Iteration 35Q: 3 clusters Score -661274.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -661274.437500 Penalty: 4305.697266
	Iteration 36Q: 3 clusters Score -661274.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -661274.437500 Penalty: 4305.697266
	Iteration 37F: 3 clusters Score -661274.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18788 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18788 members 
Entering Unmasked Estep 
Score: -2105446.750000 Penalty: 2440.561523
	Iteration 0F: 2 clusters Score -2105447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2092143.125000 Penalty: 4881.123047
	Iteration 0F: 3 clusters Score -2092143 nChanged 8220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 9390 members 
Entering Unmasked Estep 
Score: -2096732.875000 Penalty: 4881.123047
	Iteration 1F: 3 clusters Score -2096733 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9402 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2097196.000000 Penalty: 4881.123047
	Iteration 2F: 3 clusters Score -2097196 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 9372 members 
Entering Unmasked Estep 
Score: -2097622.750000 Penalty: 4881.123047
	Iteration 3F: 3 clusters Score -2097623 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2098095.500000 Penalty: 4881.123047
	Iteration 4Q: 3 clusters Score -2098096 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -2098612.750000 Penalty: 4881.123047
	Iteration 5F: 3 clusters Score -2098613 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -2099133.500000 Penalty: 4881.123047
	Iteration 6F: 3 clusters Score -2099134 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -2099634.250000 Penalty: 4881.123047
	Iteration 7Q: 3 clusters Score -2099634 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9963 members 
Mstep: Class 2 contains 8825 members 
Entering Unmasked Estep 
Score: -2100043.000000 Penalty: 4881.123047
	Iteration 8Q: 3 clusters Score -2100043 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10086 members 
Mstep: Class 2 contains 8702 members 
Entering Unmasked Estep 
Score: -2100391.750000 Penalty: 4881.123047
	Iteration 9Q: 3 clusters Score -2100392 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 8631 members 
Entering Unmasked Estep 
Score: -2100631.000000 Penalty: 4881.123047
	Iteration 10Q: 3 clusters Score -2100631 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -2100796.000000 Penalty: 4881.123047
	Iteration 11Q: 3 clusters Score -2100796 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -2100896.750000 Penalty: 4881.123047
	Iteration 12Q: 3 clusters Score -2100897 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2100983.750000 Penalty: 4881.123047
	Iteration 13Q: 3 clusters Score -2100984 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10160 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -2101045.250000 Penalty: 4881.123047
	Iteration 14Q: 3 clusters Score -2101045 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -2101091.250000 Penalty: 4881.123047
	Iteration 15Q: 3 clusters Score -2101091 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 8686 members 
Entering Unmasked Estep 
Score: -2101118.750000 Penalty: 4881.123047
	Iteration 16Q: 3 clusters Score -2101119 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10069 members 
Mstep: Class 2 contains 8719 members 
Entering Unmasked Estep 
Score: -2101140.750000 Penalty: 4881.123047
	Iteration 17Q: 3 clusters Score -2101141 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10039 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -2101172.250000 Penalty: 4881.123047
	Iteration 18Q: 3 clusters Score -2101172 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -2101191.750000 Penalty: 4881.123047
	Iteration 19Q: 3 clusters Score -2101192 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9954 members 
Mstep: Class 2 contains 8834 members 
Entering Unmasked Estep 
Score: -2101208.500000 Penalty: 4881.123047
	Iteration 20F: 3 clusters Score -2101208 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -2101227.000000 Penalty: 4881.123047
	Iteration 21Q: 3 clusters Score -2101227 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -2101241.000000 Penalty: 4881.123047
	Iteration 22Q: 3 clusters Score -2101241 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -2101260.750000 Penalty: 4881.123047
	Iteration 23Q: 3 clusters Score -2101261 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 9099 members 
Entering Unmasked Estep 
Score: -2101282.500000 Penalty: 4881.123047
	Iteration 24Q: 3 clusters Score -2101282 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2101305.750000 Penalty: 4881.123047
	Iteration 25Q: 3 clusters Score -2101306 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -2101318.500000 Penalty: 4881.123047
	Iteration 26Q: 3 clusters Score -2101318 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9471 members 
Mstep: Class 2 contains 9317 members 
Entering Unmasked Estep 
Score: -2101339.500000 Penalty: 4881.123047
	Iteration 27Q: 3 clusters Score -2101340 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2101363.250000 Penalty: 4881.123047
	Iteration 28Q: 3 clusters Score -2101363 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -2101396.500000 Penalty: 4881.123047
	Iteration 29Q: 3 clusters Score -2101396 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -2101439.250000 Penalty: 4881.123047
	Iteration 30Q: 3 clusters Score -2101439 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 9780 members 
Entering Unmasked Estep 
Score: -2101479.000000 Penalty: 4881.123047
	Iteration 31Q: 3 clusters Score -2101479 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 9933 members 
Entering Unmasked Estep 
Score: -2101523.250000 Penalty: 4881.123047
	Iteration 32Q: 3 clusters Score -2101523 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -2101570.250000 Penalty: 4881.123047
	Iteration 33Q: 3 clusters Score -2101570 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8537 members 
Mstep: Class 2 contains 10251 members 
Entering Unmasked Estep 
Score: -2101607.750000 Penalty: 4881.123047
	Iteration 34Q: 3 clusters Score -2101608 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2101644.750000 Penalty: 4881.123047
	Iteration 35Q: 3 clusters Score -2101645 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 10555 members 
Entering Unmasked Estep 
Score: -2101684.500000 Penalty: 4881.123047
	Iteration 36Q: 3 clusters Score -2101684 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2101724.500000 Penalty: 4881.123047
	Iteration 37Q: 3 clusters Score -2101724 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7910 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -2101761.750000 Penalty: 4881.123047
	Iteration 38Q: 3 clusters Score -2101762 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7756 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -2101798.750000 Penalty: 4881.123047
	Iteration 39Q: 3 clusters Score -2101799 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7592 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -2101829.250000 Penalty: 4881.123047
	Iteration 40F: 3 clusters Score -2101829 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -2101869.250000 Penalty: 4881.123047
	Iteration 41Q: 3 clusters Score -2101869 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 11560 members 
Entering Unmasked Estep 
Score: -2101910.500000 Penalty: 4881.123047
	Iteration 42Q: 3 clusters Score -2101910 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 11755 members 
Entering Unmasked Estep 
Score: -2101959.000000 Penalty: 4881.123047
	Iteration 43Q: 3 clusters Score -2101959 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 11952 members 
Entering Unmasked Estep 
Score: -2102013.750000 Penalty: 4881.123047
	Iteration 44Q: 3 clusters Score -2102014 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -2102070.250000 Penalty: 4881.123047
	Iteration 45Q: 3 clusters Score -2102070 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -2102116.250000 Penalty: 4881.123047
	Iteration 46Q: 3 clusters Score -2102116 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -2102166.250000 Penalty: 4881.123047
	Iteration 47Q: 3 clusters Score -2102166 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2102216.250000 Penalty: 4881.123047
	Iteration 48Q: 3 clusters Score -2102216 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -2102286.750000 Penalty: 4881.123047
	Iteration 49Q: 3 clusters Score -2102287 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -2102351.500000 Penalty: 4881.123047
	Iteration 50Q: 3 clusters Score -2102352 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 13441 members 
Entering Unmasked Estep 
Score: -2102416.250000 Penalty: 4881.123047
	Iteration 51Q: 3 clusters Score -2102416 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -2102479.000000 Penalty: 4881.123047
	Iteration 52Q: 3 clusters Score -2102479 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 13898 members 
Entering Unmasked Estep 
Score: -2102555.750000 Penalty: 4881.123047
	Iteration 53Q: 3 clusters Score -2102556 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 14137 members 
Entering Unmasked Estep 
Score: -2102635.250000 Penalty: 4881.123047
	Iteration 54Q: 3 clusters Score -2102635 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 14387 members 
Entering Unmasked Estep 
Score: -2102713.750000 Penalty: 4881.123047
	Iteration 55Q: 3 clusters Score -2102714 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4177 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -2102797.250000 Penalty: 4881.123047
	Iteration 56Q: 3 clusters Score -2102797 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -2102865.250000 Penalty: 4881.123047
	Iteration 57Q: 3 clusters Score -2102865 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -2102940.000000 Penalty: 4881.123047
	Iteration 58Q: 3 clusters Score -2102940 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -2103006.000000 Penalty: 4881.123047
	Iteration 59Q: 3 clusters Score -2103006 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -2103061.750000 Penalty: 4881.123047
	Iteration 60F: 3 clusters Score -2103062 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 15643 members 
Entering Unmasked Estep 
Score: -2103136.000000 Penalty: 4881.123047
	Iteration 61Q: 3 clusters Score -2103136 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -2103220.250000 Penalty: 4881.123047
	Iteration 62Q: 3 clusters Score -2103220 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -2103290.000000 Penalty: 4881.123047
	Iteration 63Q: 3 clusters Score -2103290 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -2103352.750000 Penalty: 4881.123047
	Iteration 64Q: 3 clusters Score -2103353 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2103402.500000 Penalty: 4881.123047
	Iteration 65Q: 3 clusters Score -2103402 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 16476 members 
Entering Unmasked Estep 
Score: -2103445.000000 Penalty: 4881.123047
	Iteration 66Q: 3 clusters Score -2103445 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 16590 members 
Entering Unmasked Estep 
Score: -2103491.000000 Penalty: 4881.123047
	Iteration 67Q: 3 clusters Score -2103491 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 16688 members 
Entering Unmasked Estep 
Score: -2103529.000000 Penalty: 4881.123047
	Iteration 68Q: 3 clusters Score -2103529 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -2103566.250000 Penalty: 4881.123047
	Iteration 69Q: 3 clusters Score -2103566 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -2103596.750000 Penalty: 4881.123047
	Iteration 70Q: 3 clusters Score -2103597 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -2103631.000000 Penalty: 4881.123047
	Iteration 71Q: 3 clusters Score -2103631 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 16996 members 
Entering Unmasked Estep 
Score: -2103647.000000 Penalty: 4881.123047
	Iteration 72Q: 3 clusters Score -2103647 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 17048 members 
Entering Unmasked Estep 
Score: -2103670.500000 Penalty: 4881.123047
	Iteration 73Q: 3 clusters Score -2103670 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -2103685.000000 Penalty: 4881.123047
	Iteration 74Q: 3 clusters Score -2103685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -2103698.000000 Penalty: 4881.123047
	Iteration 75Q: 3 clusters Score -2103698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2103710.250000 Penalty: 4881.123047
	Iteration 76Q: 3 clusters Score -2103710 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -2103716.000000 Penalty: 4881.123047
	Iteration 77Q: 3 clusters Score -2103716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -2103725.250000 Penalty: 4881.123047
	Iteration 78Q: 3 clusters Score -2103725 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -2103729.750000 Penalty: 4881.123047
	Iteration 79Q: 3 clusters Score -2103730 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -2103742.500000 Penalty: 4881.123047
	Iteration 80F: 3 clusters Score -2103742 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2103752.500000 Penalty: 4881.123047
	Iteration 81Q: 3 clusters Score -2103752 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2103763.000000 Penalty: 4881.123047
	Iteration 82Q: 3 clusters Score -2103763 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2103776.500000 Penalty: 4881.123047
	Iteration 83Q: 3 clusters Score -2103776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -2103783.000000 Penalty: 4881.123047
	Iteration 84Q: 3 clusters Score -2103783 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -2103792.750000 Penalty: 4881.123047
	Iteration 85Q: 3 clusters Score -2103793 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -2103793.000000 Penalty: 4881.123047
	Iteration 86Q: 3 clusters Score -2103793 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -2103798.750000 Penalty: 4881.123047
	Iteration 87Q: 3 clusters Score -2103799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -2103800.750000 Penalty: 4881.123047
	Iteration 88Q: 3 clusters Score -2103801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -2103804.250000 Penalty: 4881.123047
	Iteration 89Q: 3 clusters Score -2103804 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2103808.250000 Penalty: 4881.123047
	Iteration 90Q: 3 clusters Score -2103808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -2103807.000000 Penalty: 4881.123047
	Iteration 91Q: 3 clusters Score -2103807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -2103814.500000 Penalty: 4881.123047
	Iteration 92Q: 3 clusters Score -2103814 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -2103817.000000 Penalty: 4881.123047
	Iteration 93Q: 3 clusters Score -2103817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -2103814.750000 Penalty: 4881.123047
	Iteration 94Q: 3 clusters Score -2103815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 17502 members 
Entering Unmasked Estep 
Score: -2103819.250000 Penalty: 4881.123047
	Iteration 95Q: 3 clusters Score -2103819 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17518 members 
Entering Unmasked Estep 
Score: -2103828.000000 Penalty: 4881.123047
	Iteration 96Q: 3 clusters Score -2103828 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -2103838.000000 Penalty: 4881.123047
	Iteration 97Q: 3 clusters Score -2103838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 17544 members 
Entering Unmasked Estep 
Score: -2103846.750000 Penalty: 4881.123047
	Iteration 98Q: 3 clusters Score -2103847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2103852.250000 Penalty: 4881.123047
	Iteration 99Q: 3 clusters Score -2103852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -2103853.500000 Penalty: 4881.123047
	Iteration 100F: 3 clusters Score -2103854 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -2103856.250000 Penalty: 4881.123047
	Iteration 101Q: 3 clusters Score -2103856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -2103863.750000 Penalty: 4881.123047
	Iteration 102Q: 3 clusters Score -2103864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -2103861.250000 Penalty: 4881.123047
	Iteration 103Q: 3 clusters Score -2103861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -2103862.500000 Penalty: 4881.123047
	Iteration 104Q: 3 clusters Score -2103862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 17598 members 
Entering Unmasked Estep 
Score: -2103863.250000 Penalty: 4881.123047
	Iteration 105Q: 3 clusters Score -2103863 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -2103863.000000 Penalty: 4881.123047
	Iteration 106Q: 3 clusters Score -2103863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -2103866.750000 Penalty: 4881.123047
	Iteration 107Q: 3 clusters Score -2103867 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 17604 members 
Entering Unmasked Estep 
Score: -2103868.500000 Penalty: 4881.123047
	Iteration 108Q: 3 clusters Score -2103868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -2103869.000000 Penalty: 4881.123047
	Iteration 109Q: 3 clusters Score -2103869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -2103866.750000 Penalty: 4881.123047
	Iteration 110Q: 3 clusters Score -2103867 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2103867.250000 Penalty: 4881.123047
	Iteration 111Q: 3 clusters Score -2103867 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -2103867.250000 Penalty: 4881.123047
	Iteration 112F: 3 clusters Score -2103867 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (213524 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213524 members 
Entering Unmasked Estep 
Score: -25103002.000000 Penalty: 3043.333008
	Iteration 0F: 2 clusters Score -2.5103e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107032 members 
Mstep: Class 2 contains 106492 members 
Entering Unmasked Estep 
Score: -24964870.000000 Penalty: 6086.666016
	Iteration 0F: 3 clusters Score -2.496487e+07 nChanged 102547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108357 members 
Mstep: Class 2 contains 105167 members 
Entering Unmasked Estep 
Score: -25025568.000000 Penalty: 6086.666016
	Iteration 1F: 3 clusters Score -2.502557e+07 nChanged 6560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108981 members 
Mstep: Class 2 contains 104543 members 
Entering Unmasked Estep 
Score: -25026882.000000 Penalty: 6086.666016
	Iteration 2Q: 3 clusters Score -2.502688e+07 nChanged 7072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110057 members 
Mstep: Class 2 contains 103467 members 
Entering Unmasked Estep 
Score: -25028972.000000 Penalty: 6086.666016
	Iteration 3Q: 3 clusters Score -2.502897e+07 nChanged 7785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111802 members 
Mstep: Class 2 contains 101722 members 
Entering Unmasked Estep 
Score: -25031556.000000 Penalty: 6086.666016
	Iteration 4Q: 3 clusters Score -2.503156e+07 nChanged 8867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114551 members 
Mstep: Class 2 contains 98973 members 
Entering Unmasked Estep 
Score: -25035612.000000 Penalty: 6086.666016
	Iteration 5Q: 3 clusters Score -2.503561e+07 nChanged 10187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118440 members 
Mstep: Class 2 contains 95084 members 
Entering Unmasked Estep 
Score: -25040998.000000 Penalty: 6086.666016
	Iteration 6Q: 3 clusters Score -2.5041e+07 nChanged 11318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123256 members 
Mstep: Class 2 contains 90268 members 
Entering Unmasked Estep 
Score: -25047848.000000 Penalty: 6086.666016
	Iteration 7F: 3 clusters Score -2.504785e+07 nChanged 12051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128339 members 
Mstep: Class 2 contains 85185 members 
Entering Unmasked Estep 
Score: -25055378.000000 Penalty: 6086.666016
	Iteration 8F: 3 clusters Score -2.505538e+07 nChanged 12151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133026 members 
Mstep: Class 2 contains 80498 members 
Entering Unmasked Estep 
Score: -25063126.000000 Penalty: 6086.666016
	Iteration 9F: 3 clusters Score -2.506313e+07 nChanged 11309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136827 members 
Mstep: Class 2 contains 76697 members 
Entering Unmasked Estep 
Score: -25069258.000000 Penalty: 6086.666016
	Iteration 10F: 3 clusters Score -2.506926e+07 nChanged 9344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139677 members 
Mstep: Class 2 contains 73847 members 
Entering Unmasked Estep 
Score: -25073226.000000 Penalty: 6086.666016
	Iteration 11Q: 3 clusters Score -2.507323e+07 nChanged 6850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142049 members 
Mstep: Class 2 contains 71475 members 
Entering Unmasked Estep 
Score: -25075376.000000 Penalty: 6086.666016
	Iteration 12Q: 3 clusters Score -2.507538e+07 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144166 members 
Mstep: Class 2 contains 69358 members 
Entering Unmasked Estep 
Score: -25076510.000000 Penalty: 6086.666016
	Iteration 13Q: 3 clusters Score -2.507651e+07 nChanged 3248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146372 members 
Mstep: Class 2 contains 67152 members 
Entering Unmasked Estep 
Score: -25077170.000000 Penalty: 6086.666016
	Iteration 14Q: 3 clusters Score -2.507717e+07 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148757 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -25077610.000000 Penalty: 6086.666016
	Iteration 15Q: 3 clusters Score -2.507761e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151202 members 
Mstep: Class 2 contains 62322 members 
Entering Unmasked Estep 
Score: -25078136.000000 Penalty: 6086.666016
	Iteration 16Q: 3 clusters Score -2.507814e+07 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153744 members 
Mstep: Class 2 contains 59780 members 
Entering Unmasked Estep 
Score: -25078780.000000 Penalty: 6086.666016
	Iteration 17Q: 3 clusters Score -2.507878e+07 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156400 members 
Mstep: Class 2 contains 57124 members 
Entering Unmasked Estep 
Score: -25079352.000000 Penalty: 6086.666016
	Iteration 18Q: 3 clusters Score -2.507935e+07 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159212 members 
Mstep: Class 2 contains 54312 members 
Entering Unmasked Estep 
Score: -25079922.000000 Penalty: 6086.666016
	Iteration 19Q: 3 clusters Score -2.507992e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162188 members 
Mstep: Class 2 contains 51336 members 
Entering Unmasked Estep 
Score: -25080860.000000 Penalty: 6086.666016
	Iteration 20F: 3 clusters Score -2.508086e+07 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165231 members 
Mstep: Class 2 contains 48293 members 
Entering Unmasked Estep 
Score: -25081942.000000 Penalty: 6086.666016
	Iteration 21Q: 3 clusters Score -2.508194e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168409 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -25082920.000000 Penalty: 6086.666016
	Iteration 22Q: 3 clusters Score -2.508292e+07 nChanged 3347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171662 members 
Mstep: Class 2 contains 41862 members 
Entering Unmasked Estep 
Score: -25083760.000000 Penalty: 6086.666016
	Iteration 23Q: 3 clusters Score -2.508376e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174863 members 
Mstep: Class 2 contains 38661 members 
Entering Unmasked Estep 
Score: -25084876.000000 Penalty: 6086.666016
	Iteration 24Q: 3 clusters Score -2.508488e+07 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178140 members 
Mstep: Class 2 contains 35384 members 
Entering Unmasked Estep 
Score: -25086016.000000 Penalty: 6086.666016
	Iteration 25Q: 3 clusters Score -2.508602e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181481 members 
Mstep: Class 2 contains 32043 members 
Entering Unmasked Estep 
Score: -25087228.000000 Penalty: 6086.666016
	Iteration 26Q: 3 clusters Score -2.508723e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184744 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -25088494.000000 Penalty: 6086.666016
	Iteration 27Q: 3 clusters Score -2.508849e+07 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187874 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -25089704.000000 Penalty: 6086.666016
	Iteration 28Q: 3 clusters Score -2.50897e+07 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190742 members 
Mstep: Class 2 contains 22782 members 
Entering Unmasked Estep 
Score: -25090718.000000 Penalty: 6086.666016
	Iteration 29Q: 3 clusters Score -2.509072e+07 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193311 members 
Mstep: Class 2 contains 20213 members 
Entering Unmasked Estep 
Score: -25091524.000000 Penalty: 6086.666016
	Iteration 30Q: 3 clusters Score -2.509152e+07 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195641 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -25092510.000000 Penalty: 6086.666016
	Iteration 31Q: 3 clusters Score -2.509251e+07 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197828 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -25093336.000000 Penalty: 6086.666016
	Iteration 32Q: 3 clusters Score -2.509334e+07 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199846 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -25094112.000000 Penalty: 6086.666016
	Iteration 33Q: 3 clusters Score -2.509411e+07 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201668 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -25094882.000000 Penalty: 6086.666016
	Iteration 34Q: 3 clusters Score -2.509488e+07 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203293 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -25095750.000000 Penalty: 6086.666016
	Iteration 35Q: 3 clusters Score -2.509575e+07 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204785 members 
Mstep: Class 2 contains 8739 members 
Entering Unmasked Estep 
Score: -25096568.000000 Penalty: 6086.666016
	Iteration 36Q: 3 clusters Score -2.509657e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206057 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -25097314.000000 Penalty: 6086.666016
	Iteration 37Q: 3 clusters Score -2.509731e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207165 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -25097930.000000 Penalty: 6086.666016
	Iteration 38Q: 3 clusters Score -2.509793e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208035 members 
Mstep: Class 2 contains 5489 members 
Entering Unmasked Estep 
Score: -25098278.000000 Penalty: 6086.666016
	Iteration 39Q: 3 clusters Score -2.509828e+07 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208743 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -25098698.000000 Penalty: 6086.666016
	Iteration 40F: 3 clusters Score -2.50987e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209305 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
Score: -25098966.000000 Penalty: 6086.666016
	Iteration 41Q: 3 clusters Score -2.509897e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209774 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -25099214.000000 Penalty: 6086.666016
	Iteration 42Q: 3 clusters Score -2.509921e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210191 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -25099456.000000 Penalty: 6086.666016
	Iteration 43Q: 3 clusters Score -2.509946e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210550 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -25099634.000000 Penalty: 6086.666016
	Iteration 44Q: 3 clusters Score -2.509963e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210813 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -25099748.000000 Penalty: 6086.666016
	Iteration 45Q: 3 clusters Score -2.509975e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211013 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -25099844.000000 Penalty: 6086.666016
	Iteration 46Q: 3 clusters Score -2.509984e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211178 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -25099898.000000 Penalty: 6086.666016
	Iteration 47Q: 3 clusters Score -2.50999e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211298 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -25099958.000000 Penalty: 6086.666016
	Iteration 48Q: 3 clusters Score -2.509996e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211405 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -25099960.000000 Penalty: 6086.666016
	Iteration 49Q: 3 clusters Score -2.509996e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211486 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -25099986.000000 Penalty: 6086.666016
	Iteration 50Q: 3 clusters Score -2.509999e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211553 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -25100014.000000 Penalty: 6086.666016
	Iteration 51Q: 3 clusters Score -2.510001e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211609 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -25100044.000000 Penalty: 6086.666016
	Iteration 52Q: 3 clusters Score -2.510004e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211644 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -25100050.000000 Penalty: 6086.666016
	Iteration 53Q: 3 clusters Score -2.510005e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211679 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -25100092.000000 Penalty: 6086.666016
	Iteration 54Q: 3 clusters Score -2.510009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211709 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -25100094.000000 Penalty: 6086.666016
	Iteration 55Q: 3 clusters Score -2.510009e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211737 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -25100122.000000 Penalty: 6086.666016
	Iteration 56Q: 3 clusters Score -2.510012e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211762 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -25100142.000000 Penalty: 6086.666016
	Iteration 57Q: 3 clusters Score -2.510014e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211781 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -25100136.000000 Penalty: 6086.666016
	Iteration 58Q: 3 clusters Score -2.510014e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211805 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -25100142.000000 Penalty: 6086.666016
	Iteration 59Q: 3 clusters Score -2.510014e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211829 members 
Mstep: Class 2 contains 1695 members 
Entering Unmasked Estep 
Score: -25100160.000000 Penalty: 6086.666016
	Iteration 60F: 3 clusters Score -2.510016e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211852 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -25100172.000000 Penalty: 6086.666016
	Iteration 61Q: 3 clusters Score -2.510017e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211876 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -25100186.000000 Penalty: 6086.666016
	Iteration 62Q: 3 clusters Score -2.510019e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211902 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -25100192.000000 Penalty: 6086.666016
	Iteration 63Q: 3 clusters Score -2.510019e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211931 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -25100218.000000 Penalty: 6086.666016
	Iteration 64Q: 3 clusters Score -2.510022e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211959 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -25100236.000000 Penalty: 6086.666016
	Iteration 65Q: 3 clusters Score -2.510024e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211988 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -25100246.000000 Penalty: 6086.666016
	Iteration 66Q: 3 clusters Score -2.510025e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212005 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -25100256.000000 Penalty: 6086.666016
	Iteration 67Q: 3 clusters Score -2.510026e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212029 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -25100284.000000 Penalty: 6086.666016
	Iteration 68Q: 3 clusters Score -2.510028e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212050 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -25100290.000000 Penalty: 6086.666016
	Iteration 69Q: 3 clusters Score -2.510029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212069 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -25100308.000000 Penalty: 6086.666016
	Iteration 70Q: 3 clusters Score -2.510031e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212080 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -25100312.000000 Penalty: 6086.666016
	Iteration 71Q: 3 clusters Score -2.510031e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212096 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -25100318.000000 Penalty: 6086.666016
	Iteration 72Q: 3 clusters Score -2.510032e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212101 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -25100302.000000 Penalty: 6086.666016
	Iteration 73Q: 3 clusters Score -2.51003e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212107 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -25100318.000000 Penalty: 6086.666016
	Iteration 74Q: 3 clusters Score -2.510032e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212119 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -25100346.000000 Penalty: 6086.666016
	Iteration 75Q: 3 clusters Score -2.510035e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212127 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -25100344.000000 Penalty: 6086.666016
	Iteration 76Q: 3 clusters Score -2.510034e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212131 members 
Mstep: Class 2 contains 1393 members 
Entering Unmasked Estep 
Score: -25100340.000000 Penalty: 6086.666016
	Iteration 77Q: 3 clusters Score -2.510034e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212138 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -25100346.000000 Penalty: 6086.666016
	Iteration 78Q: 3 clusters Score -2.510035e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212150 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -25100356.000000 Penalty: 6086.666016
	Iteration 79Q: 3 clusters Score -2.510036e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212160 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -25100380.000000 Penalty: 6086.666016
	Iteration 80F: 3 clusters Score -2.510038e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212164 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -25100406.000000 Penalty: 6086.666016
	Iteration 81Q: 3 clusters Score -2.510041e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212172 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -25100412.000000 Penalty: 6086.666016
	Iteration 82Q: 3 clusters Score -2.510041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212178 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -25100418.000000 Penalty: 6086.666016
	Iteration 83Q: 3 clusters Score -2.510042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212185 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -25100428.000000 Penalty: 6086.666016
	Iteration 84Q: 3 clusters Score -2.510043e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212189 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -25100424.000000 Penalty: 6086.666016
	Iteration 85Q: 3 clusters Score -2.510042e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212195 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -25100442.000000 Penalty: 6086.666016
	Iteration 86Q: 3 clusters Score -2.510044e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212203 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -25100444.000000 Penalty: 6086.666016
	Iteration 87Q: 3 clusters Score -2.510044e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212213 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -25100450.000000 Penalty: 6086.666016
	Iteration 88Q: 3 clusters Score -2.510045e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212228 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -25100474.000000 Penalty: 6086.666016
	Iteration 89Q: 3 clusters Score -2.510047e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212243 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -25100468.000000 Penalty: 6086.666016
	Iteration 90Q: 3 clusters Score -2.510047e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212263 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -25100456.000000 Penalty: 6086.666016
	Iteration 91Q: 3 clusters Score -2.510046e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212293 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -25100496.000000 Penalty: 6086.666016
	Iteration 92Q: 3 clusters Score -2.51005e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212297 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -25100544.000000 Penalty: 6086.666016
	Iteration 93Q: 3 clusters Score -2.510054e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212320 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -25100574.000000 Penalty: 6086.666016
	Iteration 94Q: 3 clusters Score -2.510057e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212334 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -25100600.000000 Penalty: 6086.666016
	Iteration 95Q: 3 clusters Score -2.51006e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212337 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -25100646.000000 Penalty: 6086.666016
	Iteration 96Q: 3 clusters Score -2.510065e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212345 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -25100656.000000 Penalty: 6086.666016
	Iteration 97Q: 3 clusters Score -2.510066e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212350 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -25100678.000000 Penalty: 6086.666016
	Iteration 98Q: 3 clusters Score -2.510068e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212355 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -25100728.000000 Penalty: 6086.666016
	Iteration 99Q: 3 clusters Score -2.510073e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212357 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -25100728.000000 Penalty: 6086.666016
	Iteration 100F: 3 clusters Score -2.510073e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212355 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -25100774.000000 Penalty: 6086.666016
	Iteration 101Q: 3 clusters Score -2.510077e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212359 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -25100752.000000 Penalty: 6086.666016
	Iteration 102Q: 3 clusters Score -2.510075e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212353 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -25100752.000000 Penalty: 6086.666016
	Iteration 103Q: 3 clusters Score -2.510075e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212347 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -25100752.000000 Penalty: 6086.666016
	Iteration 104Q: 3 clusters Score -2.510075e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212336 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -25100740.000000 Penalty: 6086.666016
	Iteration 105Q: 3 clusters Score -2.510074e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212330 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -25100766.000000 Penalty: 6086.666016
	Iteration 106Q: 3 clusters Score -2.510077e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212322 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -25100758.000000 Penalty: 6086.666016
	Iteration 107Q: 3 clusters Score -2.510076e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212318 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -25100746.000000 Penalty: 6086.666016
	Iteration 108Q: 3 clusters Score -2.510075e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212309 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -25100782.000000 Penalty: 6086.666016
	Iteration 109Q: 3 clusters Score -2.510078e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212300 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -25100772.000000 Penalty: 6086.666016
	Iteration 110Q: 3 clusters Score -2.510077e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212293 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -25100762.000000 Penalty: 6086.666016
	Iteration 111Q: 3 clusters Score -2.510076e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212291 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -25100752.000000 Penalty: 6086.666016
	Iteration 112Q: 3 clusters Score -2.510075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212289 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -25100744.000000 Penalty: 6086.666016
	Iteration 113Q: 3 clusters Score -2.510074e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212288 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -25100746.000000 Penalty: 6086.666016
	Iteration 114Q: 3 clusters Score -2.510075e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212289 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -25100754.000000 Penalty: 6086.666016
	Iteration 115Q: 3 clusters Score -2.510075e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212287 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -25100760.000000 Penalty: 6086.666016
	Iteration 116Q: 3 clusters Score -2.510076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212286 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -25100768.000000 Penalty: 6086.666016
	Iteration 117Q: 3 clusters Score -2.510077e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212285 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -25100760.000000 Penalty: 6086.666016
	Iteration 118Q: 3 clusters Score -2.510076e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212284 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -25100768.000000 Penalty: 6086.666016
	Iteration 119Q: 3 clusters Score -2.510077e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212286 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -25100768.000000 Penalty: 6086.666016
	Iteration 120F: 3 clusters Score -2.510077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212286 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -25100770.000000 Penalty: 6086.666016
	Iteration 121Q: 3 clusters Score -2.510077e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212286 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -25100778.000000 Penalty: 6086.666016
	Iteration 122Q: 3 clusters Score -2.510078e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212285 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -25100776.000000 Penalty: 6086.666016
	Iteration 123Q: 3 clusters Score -2.510078e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212285 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -25100776.000000 Penalty: 6086.666016
	Iteration 124F: 3 clusters Score -2.510078e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Entering Unmasked Estep 
Score: -945110.562500 Penalty: 2240.422363
	Iteration 0F: 2 clusters Score -945110.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4183 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -938435.562500 Penalty: 4480.844727
	Iteration 0F: 3 clusters Score -938435.6 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4138 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -940280.187500 Penalty: 4480.844727
	Iteration 1F: 3 clusters Score -940280.2 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -940499.437500 Penalty: 4480.844727
	Iteration 2F: 3 clusters Score -940499.4 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -940642.375000 Penalty: 4480.844727
	Iteration 3Q: 3 clusters Score -940642.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -940738.250000 Penalty: 4480.844727
	Iteration 4Q: 3 clusters Score -940738.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -940812.187500 Penalty: 4480.844727
	Iteration 5Q: 3 clusters Score -940812.2 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -940881.500000 Penalty: 4480.844727
	Iteration 6Q: 3 clusters Score -940881.5 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -940936.937500 Penalty: 4480.844727
	Iteration 7Q: 3 clusters Score -940936.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -940986.875000 Penalty: 4480.844727
	Iteration 8Q: 3 clusters Score -940986.9 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -941036.750000 Penalty: 4480.844727
	Iteration 9Q: 3 clusters Score -941036.8 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -941098.625000 Penalty: 4480.844727
	Iteration 10Q: 3 clusters Score -941098.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3342 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -941152.625000 Penalty: 4480.844727
	Iteration 11Q: 3 clusters Score -941152.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -941202.562500 Penalty: 4480.844727
	Iteration 12Q: 3 clusters Score -941202.6 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -941260.500000 Penalty: 4480.844727
	Iteration 13Q: 3 clusters Score -941260.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -941329.562500 Penalty: 4480.844727
	Iteration 14Q: 3 clusters Score -941329.6 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 5645 members 
Entering Unmasked Estep 
Score: -941406.437500 Penalty: 4480.844727
	Iteration 15Q: 3 clusters Score -941406.4 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -941496.812500 Penalty: 4480.844727
	Iteration 16Q: 3 clusters Score -941496.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -941602.625000 Penalty: 4480.844727
	Iteration 17Q: 3 clusters Score -941602.6 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -941741.125000 Penalty: 4480.844727
	Iteration 18Q: 3 clusters Score -941741.1 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -941916.062500 Penalty: 4480.844727
	Iteration 19Q: 3 clusters Score -941916.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -942102.375000 Penalty: 4480.844727
	Iteration 20F: 3 clusters Score -942102.4 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 7088 members 
Entering Unmasked Estep 
Score: -942286.000000 Penalty: 4480.844727
	Iteration 21Q: 3 clusters Score -942286 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 7285 members 
Entering Unmasked Estep 
Score: -942437.125000 Penalty: 4480.844727
	Iteration 22Q: 3 clusters Score -942437.1 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -942595.062500 Penalty: 4480.844727
	Iteration 23Q: 3 clusters Score -942595.1 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -942717.625000 Penalty: 4480.844727
	Iteration 24Q: 3 clusters Score -942717.6 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -942823.562500 Penalty: 4480.844727
	Iteration 25Q: 3 clusters Score -942823.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 7818 members 
Entering Unmasked Estep 
Score: -942897.375000 Penalty: 4480.844727
	Iteration 26Q: 3 clusters Score -942897.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -942950.875000 Penalty: 4480.844727
	Iteration 27Q: 3 clusters Score -942950.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -942994.937500 Penalty: 4480.844727
	Iteration 28Q: 3 clusters Score -942994.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -943040.250000 Penalty: 4480.844727
	Iteration 29Q: 3 clusters Score -943040.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -943076.937500 Penalty: 4480.844727
	Iteration 30Q: 3 clusters Score -943076.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 8000 members 
Entering Unmasked Estep 
Score: -943104.250000 Penalty: 4480.844727
	Iteration 31Q: 3 clusters Score -943104.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -943125.625000 Penalty: 4480.844727
	Iteration 32Q: 3 clusters Score -943125.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 8031 members 
Entering Unmasked Estep 
Score: -943144.437500 Penalty: 4480.844727
	Iteration 33Q: 3 clusters Score -943144.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8036 members 
Entering Unmasked Estep 
Score: -943152.437500 Penalty: 4480.844727
	Iteration 34Q: 3 clusters Score -943152.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -943160.687500 Penalty: 4480.844727
	Iteration 35Q: 3 clusters Score -943160.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 8042 members 
Entering Unmasked Estep 
Score: -943166.812500 Penalty: 4480.844727
	Iteration 36Q: 3 clusters Score -943166.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8047 members 
Entering Unmasked Estep 
Score: -943173.312500 Penalty: 4480.844727
	Iteration 37Q: 3 clusters Score -943173.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8051 members 
Entering Unmasked Estep 
Score: -943179.187500 Penalty: 4480.844727
	Iteration 38Q: 3 clusters Score -943179.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -943182.312500 Penalty: 4480.844727
	Iteration 39Q: 3 clusters Score -943182.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 8054 members 
Entering Unmasked Estep 
Score: -943182.312500 Penalty: 4480.844727
	Iteration 40F: 3 clusters Score -943182.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -57983.468750 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -57983.47 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 303 members 
Entering Unmasked Estep 
Score: -56329.851562 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -56329.85 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -56571.695312 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -56571.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -56691.917969 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -56691.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56802.535156 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -56802.54 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -56894.851562 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -56894.85 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -56999.183594 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -56999.18 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -57089.031250 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -57089.03 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -57198.402344 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -57198.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -57330.656250 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -57330.66 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -57530.601562 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -57530.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -57777.144531 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -57777.14 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -57979.144531 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -57979.14 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -58049.281250 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -58049.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -58103.558594 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -58103.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -58129.695312 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -58129.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -58173.460938 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -58173.46 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58339.160156 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -58339.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -58483.285156 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -58483.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58493.882812 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -58493.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -58506.750000 Penalty: 3174.527832
	Iteration 19F: 3 clusters Score -58506.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -58531.078125 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -58531.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58554.425781 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -58554.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -58554.425781 Penalty: 3174.527832
	Iteration 22F: 3 clusters Score -58554.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 282410 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 21252 members 
Mstep: Class 6 contains 69353 members 
Mstep: Class 7 contains 48477 members 
Mstep: Class 8 contains 24280 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 309904 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8214 members 
Mstep: Class 13 contains 22498 members 
Mstep: Class 14 contains 194078 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 16 contains 19206 members 
Mstep: Class 17 contains 5889 members 
Mstep: Class 18 contains 18788 members 
Mstep: Class 19 contains 213524 members 
Mstep: Class 20 contains 8383 members 
Mstep: Class 21 contains 235 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 8322 members 
Mstep: Class 24 contains 80564 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 953 members 
Mstep: Class 28 contains 7073 members 
Mstep: Class 29 contains 367 members 
Entering Unmasked Estep 
Score: -161434640.000000 Penalty: 101876.304688
Splitting cluster 21 changes total score from -161436368.000000 to -161434640.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Entering Unmasked Estep 
Score: -432212.218750 Penalty: 2045.440430
	Iteration 0F: 2 clusters Score -432212.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -428415.875000 Penalty: 4090.880859
	Iteration 0F: 3 clusters Score -428415.9 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -429165.062500 Penalty: 4090.880859
	Iteration 1F: 3 clusters Score -429165.1 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -429389.000000 Penalty: 4090.880859
	Iteration 2F: 3 clusters Score -429389 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -429503.062500 Penalty: 4090.880859
	Iteration 3Q: 3 clusters Score -429503.1 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -429589.125000 Penalty: 4090.880859
	Iteration 4Q: 3 clusters Score -429589.1 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -429648.156250 Penalty: 4090.880859
	Iteration 5Q: 3 clusters Score -429648.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -429696.187500 Penalty: 4090.880859
	Iteration 6Q: 3 clusters Score -429696.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -429745.312500 Penalty: 4090.880859
	Iteration 7Q: 3 clusters Score -429745.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -429791.843750 Penalty: 4090.880859
	Iteration 8Q: 3 clusters Score -429791.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -429847.187500 Penalty: 4090.880859
	Iteration 9Q: 3 clusters Score -429847.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -429892.468750 Penalty: 4090.880859
	Iteration 10Q: 3 clusters Score -429892.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -429934.562500 Penalty: 4090.880859
	Iteration 11Q: 3 clusters Score -429934.6 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -429974.875000 Penalty: 4090.880859
	Iteration 12Q: 3 clusters Score -429974.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -430021.437500 Penalty: 4090.880859
	Iteration 13Q: 3 clusters Score -430021.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -430061.531250 Penalty: 4090.880859
	Iteration 14Q: 3 clusters Score -430061.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -430089.812500 Penalty: 4090.880859
	Iteration 15Q: 3 clusters Score -430089.8 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -430117.968750 Penalty: 4090.880859
	Iteration 16Q: 3 clusters Score -430118 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -430145.062500 Penalty: 4090.880859
	Iteration 17Q: 3 clusters Score -430145.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -430172.187500 Penalty: 4090.880859
	Iteration 18Q: 3 clusters Score -430172.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -430193.406250 Penalty: 4090.880859
	Iteration 19Q: 3 clusters Score -430193.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -430210.812500 Penalty: 4090.880859
	Iteration 20F: 3 clusters Score -430210.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -430223.562500 Penalty: 4090.880859
	Iteration 21Q: 3 clusters Score -430223.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -430233.531250 Penalty: 4090.880859
	Iteration 22Q: 3 clusters Score -430233.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -430241.093750 Penalty: 4090.880859
	Iteration 23Q: 3 clusters Score -430241.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -430247.812500 Penalty: 4090.880859
	Iteration 24Q: 3 clusters Score -430247.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 2406 members 
Entering Unmasked Estep 
Score: -430252.000000 Penalty: 4090.880859
	Iteration 25Q: 3 clusters Score -430252 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1407 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -430257.156250 Penalty: 4090.880859
	Iteration 26Q: 3 clusters Score -430257.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -430259.843750 Penalty: 4090.880859
	Iteration 27Q: 3 clusters Score -430259.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -430264.500000 Penalty: 4090.880859
	Iteration 28Q: 3 clusters Score -430264.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -430268.062500 Penalty: 4090.880859
	Iteration 29Q: 3 clusters Score -430268.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -430273.531250 Penalty: 4090.880859
	Iteration 30Q: 3 clusters Score -430273.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -430277.968750 Penalty: 4090.880859
	Iteration 31Q: 3 clusters Score -430278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -430280.125000 Penalty: 4090.880859
	Iteration 32Q: 3 clusters Score -430280.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -430283.156250 Penalty: 4090.880859
	Iteration 33Q: 3 clusters Score -430283.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -430287.937500 Penalty: 4090.880859
	Iteration 34Q: 3 clusters Score -430287.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -430291.312500 Penalty: 4090.880859
	Iteration 35Q: 3 clusters Score -430291.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430292.718750 Penalty: 4090.880859
	Iteration 36Q: 3 clusters Score -430292.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430295.250000 Penalty: 4090.880859
	Iteration 37Q: 3 clusters Score -430295.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -430295.937500 Penalty: 4090.880859
	Iteration 38Q: 3 clusters Score -430295.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -430296.156250 Penalty: 4090.880859
	Iteration 39Q: 3 clusters Score -430296.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -430297.062500 Penalty: 4090.880859
	Iteration 40F: 3 clusters Score -430297.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430297.625000 Penalty: 4090.880859
	Iteration 41Q: 3 clusters Score -430297.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -430297.625000 Penalty: 4090.880859
	Iteration 42F: 3 clusters Score -430297.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8322 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Entering Unmasked Estep 
Score: -817235.312500 Penalty: 2238.611084
	Iteration 0F: 2 clusters Score -817235.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -810635.937500 Penalty: 4477.222168
	Iteration 0F: 3 clusters Score -810635.9 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -812628.750000 Penalty: 4477.222168
	Iteration 1F: 3 clusters Score -812628.8 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -812986.062500 Penalty: 4477.222168
	Iteration 2F: 3 clusters Score -812986.1 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -813292.375000 Penalty: 4477.222168
	Iteration 3F: 3 clusters Score -813292.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -813603.437500 Penalty: 4477.222168
	Iteration 4F: 3 clusters Score -813603.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -813948.500000 Penalty: 4477.222168
	Iteration 5F: 3 clusters Score -813948.5 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -814292.250000 Penalty: 4477.222168
	Iteration 6F: 3 clusters Score -814292.2 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4671 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -814619.687500 Penalty: 4477.222168
	Iteration 7Q: 3 clusters Score -814619.7 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -814914.625000 Penalty: 4477.222168
	Iteration 8Q: 3 clusters Score -814914.6 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -815151.687500 Penalty: 4477.222168
	Iteration 9Q: 3 clusters Score -815151.7 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4980 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -815332.875000 Penalty: 4477.222168
	Iteration 10Q: 3 clusters Score -815332.9 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 3261 members 
Entering Unmasked Estep 
Score: -815451.437500 Penalty: 4477.222168
	Iteration 11Q: 3 clusters Score -815451.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -815537.625000 Penalty: 4477.222168
	Iteration 12Q: 3 clusters Score -815537.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -815593.687500 Penalty: 4477.222168
	Iteration 13Q: 3 clusters Score -815593.7 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -815633.312500 Penalty: 4477.222168
	Iteration 14Q: 3 clusters Score -815633.3 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -815663.562500 Penalty: 4477.222168
	Iteration 15Q: 3 clusters Score -815663.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -815690.937500 Penalty: 4477.222168
	Iteration 16Q: 3 clusters Score -815690.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -815707.562500 Penalty: 4477.222168
	Iteration 17Q: 3 clusters Score -815707.6 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -815728.812500 Penalty: 4477.222168
	Iteration 18Q: 3 clusters Score -815728.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -815746.875000 Penalty: 4477.222168
	Iteration 19Q: 3 clusters Score -815746.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -815766.937500 Penalty: 4477.222168
	Iteration 20F: 3 clusters Score -815766.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -815786.187500 Penalty: 4477.222168
	Iteration 21Q: 3 clusters Score -815786.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -815807.125000 Penalty: 4477.222168
	Iteration 22Q: 3 clusters Score -815807.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -815829.812500 Penalty: 4477.222168
	Iteration 23Q: 3 clusters Score -815829.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -815856.312500 Penalty: 4477.222168
	Iteration 24Q: 3 clusters Score -815856.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -815891.312500 Penalty: 4477.222168
	Iteration 25Q: 3 clusters Score -815891.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -815938.000000 Penalty: 4477.222168
	Iteration 26Q: 3 clusters Score -815938 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5933 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -815989.250000 Penalty: 4477.222168
	Iteration 27Q: 3 clusters Score -815989.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -816032.000000 Penalty: 4477.222168
	Iteration 28Q: 3 clusters Score -816032 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -816060.187500 Penalty: 4477.222168
	Iteration 29Q: 3 clusters Score -816060.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6094 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -816093.437500 Penalty: 4477.222168
	Iteration 30Q: 3 clusters Score -816093.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -816112.187500 Penalty: 4477.222168
	Iteration 31Q: 3 clusters Score -816112.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -816132.312500 Penalty: 4477.222168
	Iteration 32Q: 3 clusters Score -816132.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -816149.125000 Penalty: 4477.222168
	Iteration 33Q: 3 clusters Score -816149.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 2103 members 
Entering Unmasked Estep 
Score: -816158.937500 Penalty: 4477.222168
	Iteration 34Q: 3 clusters Score -816158.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6231 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -816160.937500 Penalty: 4477.222168
	Iteration 35Q: 3 clusters Score -816160.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -816162.562500 Penalty: 4477.222168
	Iteration 36Q: 3 clusters Score -816162.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6238 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -816165.062500 Penalty: 4477.222168
	Iteration 37Q: 3 clusters Score -816165.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -816165.812500 Penalty: 4477.222168
	Iteration 38Q: 3 clusters Score -816165.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6239 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -816165.812500 Penalty: 4477.222168
	Iteration 39F: 3 clusters Score -816165.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (80564 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80564 members 
Entering Unmasked Estep 
Score: -9196209.000000 Penalty: 2801.608154
	Iteration 0F: 2 clusters Score -9196209 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40348 members 
Mstep: Class 2 contains 40216 members 
Entering Unmasked Estep 
Score: -9142053.000000 Penalty: 5603.216309
	Iteration 0F: 3 clusters Score -9142053 nChanged 37937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 40305 members 
Entering Unmasked Estep 
Score: -9163989.000000 Penalty: 5603.216309
	Iteration 1F: 3 clusters Score -9163989 nChanged 2904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40315 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -9164830.000000 Penalty: 5603.216309
	Iteration 2Q: 3 clusters Score -9164830 nChanged 2888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40483 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -9165580.000000 Penalty: 5603.216309
	Iteration 3Q: 3 clusters Score -9165580 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 39888 members 
Entering Unmasked Estep 
Score: -9166511.000000 Penalty: 5603.216309
	Iteration 4Q: 3 clusters Score -9166511 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40928 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -9167577.000000 Penalty: 5603.216309
	Iteration 5Q: 3 clusters Score -9167577 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41353 members 
Mstep: Class 2 contains 39211 members 
Entering Unmasked Estep 
Score: -9168763.000000 Penalty: 5603.216309
	Iteration 6Q: 3 clusters Score -9168763 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 38635 members 
Entering Unmasked Estep 
Score: -9170187.000000 Penalty: 5603.216309
	Iteration 7Q: 3 clusters Score -9170187 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 37816 members 
Entering Unmasked Estep 
Score: -9171404.000000 Penalty: 5603.216309
	Iteration 8Q: 3 clusters Score -9171404 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 36711 members 
Entering Unmasked Estep 
Score: -9172534.000000 Penalty: 5603.216309
	Iteration 9Q: 3 clusters Score -9172534 nChanged 3053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -9173602.000000 Penalty: 5603.216309
	Iteration 10Q: 3 clusters Score -9173602 nChanged 2857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47047 members 
Mstep: Class 2 contains 33517 members 
Entering Unmasked Estep 
Score: -9174600.000000 Penalty: 5603.216309
	Iteration 11Q: 3 clusters Score -9174600 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49287 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -9175648.000000 Penalty: 5603.216309
	Iteration 12Q: 3 clusters Score -9175648 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51886 members 
Mstep: Class 2 contains 28678 members 
Entering Unmasked Estep 
Score: -9176867.000000 Penalty: 5603.216309
	Iteration 13Q: 3 clusters Score -9176867 nChanged 3229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -9178324.000000 Penalty: 5603.216309
	Iteration 14Q: 3 clusters Score -9178324 nChanged 3588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Mstep: Class 2 contains 22039 members 
Entering Unmasked Estep 
Score: -9180213.000000 Penalty: 5603.216309
	Iteration 15Q: 3 clusters Score -9180213 nChanged 3769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62286 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -9182370.000000 Penalty: 5603.216309
	Iteration 16Q: 3 clusters Score -9182370 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66046 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -9184752.000000 Penalty: 5603.216309
	Iteration 17Q: 3 clusters Score -9184752 nChanged 3513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69555 members 
Mstep: Class 2 contains 11009 members 
Entering Unmasked Estep 
Score: -9186999.000000 Penalty: 5603.216309
	Iteration 18Q: 3 clusters Score -9186999 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -9188921.000000 Penalty: 5603.216309
	Iteration 19Q: 3 clusters Score -9188921 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74817 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -9190434.000000 Penalty: 5603.216309
	Iteration 20F: 3 clusters Score -9190434 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76509 members 
Mstep: Class 2 contains 4055 members 
Entering Unmasked Estep 
Score: -9191501.000000 Penalty: 5603.216309
	Iteration 21Q: 3 clusters Score -9191501 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77711 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -9192228.000000 Penalty: 5603.216309
	Iteration 22Q: 3 clusters Score -9192228 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78485 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -9192745.000000 Penalty: 5603.216309
	Iteration 23Q: 3 clusters Score -9192745 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78982 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -9193111.000000 Penalty: 5603.216309
	Iteration 24Q: 3 clusters Score -9193111 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79261 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9193318.000000 Penalty: 5603.216309
	Iteration 25Q: 3 clusters Score -9193318 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79465 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -9193442.000000 Penalty: 5603.216309
	Iteration 26Q: 3 clusters Score -9193442 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79601 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -9193538.000000 Penalty: 5603.216309
	Iteration 27Q: 3 clusters Score -9193538 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79685 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -9193617.000000 Penalty: 5603.216309
	Iteration 28Q: 3 clusters Score -9193617 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79732 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -9193657.000000 Penalty: 5603.216309
	Iteration 29Q: 3 clusters Score -9193657 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79776 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9193699.000000 Penalty: 5603.216309
	Iteration 30Q: 3 clusters Score -9193699 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79812 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9193737.000000 Penalty: 5603.216309
	Iteration 31Q: 3 clusters Score -9193737 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79843 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -9193765.000000 Penalty: 5603.216309
	Iteration 32Q: 3 clusters Score -9193765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79869 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9193794.000000 Penalty: 5603.216309
	Iteration 33Q: 3 clusters Score -9193794 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79886 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9193797.000000 Penalty: 5603.216309
	Iteration 34Q: 3 clusters Score -9193797 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79904 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9193825.000000 Penalty: 5603.216309
	Iteration 35Q: 3 clusters Score -9193825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79920 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -9193838.000000 Penalty: 5603.216309
	Iteration 36Q: 3 clusters Score -9193838 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79930 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -9193842.000000 Penalty: 5603.216309
	Iteration 37Q: 3 clusters Score -9193842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79940 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9193841.000000 Penalty: 5603.216309
	Iteration 38Q: 3 clusters Score -9193841 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79946 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -9193843.000000 Penalty: 5603.216309
	Iteration 39Q: 3 clusters Score -9193843 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79949 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9193858.000000 Penalty: 5603.216309
	Iteration 40F: 3 clusters Score -9193858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79955 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -9193853.000000 Penalty: 5603.216309
	Iteration 41Q: 3 clusters Score -9193853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79957 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9193858.000000 Penalty: 5603.216309
	Iteration 42Q: 3 clusters Score -9193858 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9193865.000000 Penalty: 5603.216309
	Iteration 43Q: 3 clusters Score -9193865 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79960 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9193865.000000 Penalty: 5603.216309
	Iteration 44F: 3 clusters Score -9193865 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12353 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Entering Unmasked Estep 
Score: -1106782.250000 Penalty: 2336.570068
	Iteration 0F: 2 clusters Score -1106782 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1097598.000000 Penalty: 4673.140137
	Iteration 0F: 3 clusters Score -1097598 nChanged 5249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1100852.375000 Penalty: 4673.140137
	Iteration 1F: 3 clusters Score -1100852 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -1101920.500000 Penalty: 4673.140137
	Iteration 2F: 3 clusters Score -1101920 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1103098.125000 Penalty: 4673.140137
	Iteration 3F: 3 clusters Score -1103098 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -1104067.750000 Penalty: 4673.140137
	Iteration 4F: 3 clusters Score -1104068 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -1104689.000000 Penalty: 4673.140137
	Iteration 5F: 3 clusters Score -1104689 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6525 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1105069.000000 Penalty: 4673.140137
	Iteration 6Q: 3 clusters Score -1105069 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -1105251.875000 Penalty: 4673.140137
	Iteration 7Q: 3 clusters Score -1105252 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 6010 members 
Entering Unmasked Estep 
Score: -1105359.750000 Penalty: 4673.140137
	Iteration 8Q: 3 clusters Score -1105360 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6248 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -1105431.625000 Penalty: 4673.140137
	Iteration 9Q: 3 clusters Score -1105432 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 6190 members 
Entering Unmasked Estep 
Score: -1105470.000000 Penalty: 4673.140137
	Iteration 10Q: 3 clusters Score -1105470 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -1105507.375000 Penalty: 4673.140137
	Iteration 11Q: 3 clusters Score -1105507 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 6327 members 
Entering Unmasked Estep 
Score: -1105529.500000 Penalty: 4673.140137
	Iteration 12Q: 3 clusters Score -1105530 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 6384 members 
Entering Unmasked Estep 
Score: -1105550.250000 Penalty: 4673.140137
	Iteration 13Q: 3 clusters Score -1105550 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 6427 members 
Entering Unmasked Estep 
Score: -1105566.000000 Penalty: 4673.140137
	Iteration 14Q: 3 clusters Score -1105566 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1105578.000000 Penalty: 4673.140137
	Iteration 15Q: 3 clusters Score -1105578 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5859 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
Score: -1105584.875000 Penalty: 4673.140137
	Iteration 16Q: 3 clusters Score -1105585 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1105594.625000 Penalty: 4673.140137
	Iteration 17Q: 3 clusters Score -1105595 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -1105596.875000 Penalty: 4673.140137
	Iteration 18Q: 3 clusters Score -1105597 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 6561 members 
Entering Unmasked Estep 
Score: -1105597.250000 Penalty: 4673.140137
	Iteration 19Q: 3 clusters Score -1105597 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 6580 members 
Entering Unmasked Estep 
Score: -1105600.750000 Penalty: 4673.140137
	Iteration 20F: 3 clusters Score -1105601 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -1105604.250000 Penalty: 4673.140137
	Iteration 21Q: 3 clusters Score -1105604 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 6615 members 
Entering Unmasked Estep 
Score: -1105608.000000 Penalty: 4673.140137
	Iteration 22Q: 3 clusters Score -1105608 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -1105613.500000 Penalty: 4673.140137
	Iteration 23Q: 3 clusters Score -1105614 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1105615.000000 Penalty: 4673.140137
	Iteration 24Q: 3 clusters Score -1105615 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
Score: -1105620.000000 Penalty: 4673.140137
	Iteration 25Q: 3 clusters Score -1105620 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -1105623.625000 Penalty: 4673.140137
	Iteration 26Q: 3 clusters Score -1105624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5619 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1105627.375000 Penalty: 4673.140137
	Iteration 27Q: 3 clusters Score -1105627 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 6747 members 
Entering Unmasked Estep 
Score: -1105626.750000 Penalty: 4673.140137
	Iteration 28Q: 3 clusters Score -1105627 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -1105628.125000 Penalty: 4673.140137
	Iteration 29Q: 3 clusters Score -1105628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5588 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -1105630.375000 Penalty: 4673.140137
	Iteration 30Q: 3 clusters Score -1105630 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -1105633.000000 Penalty: 4673.140137
	Iteration 31Q: 3 clusters Score -1105633 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1105632.000000 Penalty: 4673.140137
	Iteration 32Q: 3 clusters Score -1105632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -1105632.625000 Penalty: 4673.140137
	Iteration 33Q: 3 clusters Score -1105633 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 6812 members 
Entering Unmasked Estep 
Score: -1105633.625000 Penalty: 4673.140137
	Iteration 34Q: 3 clusters Score -1105634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 6815 members 
Entering Unmasked Estep 
Score: -1105635.000000 Penalty: 4673.140137
	Iteration 35Q: 3 clusters Score -1105635 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1105637.750000 Penalty: 4673.140137
	Iteration 36Q: 3 clusters Score -1105638 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5518 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -1105638.875000 Penalty: 4673.140137
	Iteration 37Q: 3 clusters Score -1105639 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1105636.375000 Penalty: 4673.140137
	Iteration 38Q: 3 clusters Score -1105636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 6845 members 
Entering Unmasked Estep 
Score: -1105636.625000 Penalty: 4673.140137
	Iteration 39Q: 3 clusters Score -1105637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1105636.750000 Penalty: 4673.140137
	Iteration 40F: 3 clusters Score -1105637 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 6847 members 
Entering Unmasked Estep 
Score: -1105637.250000 Penalty: 4673.140137
	Iteration 41Q: 3 clusters Score -1105637 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1105639.375000 Penalty: 4673.140137
	Iteration 42Q: 3 clusters Score -1105639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5493 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1105637.750000 Penalty: 4673.140137
	Iteration 43Q: 3 clusters Score -1105638 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 6869 members 
Entering Unmasked Estep 
Score: -1105641.625000 Penalty: 4673.140137
	Iteration 44Q: 3 clusters Score -1105642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1105641.000000 Penalty: 4673.140137
	Iteration 45Q: 3 clusters Score -1105641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5476 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -1105642.000000 Penalty: 4673.140137
	Iteration 46Q: 3 clusters Score -1105642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -1105643.000000 Penalty: 4673.140137
	Iteration 47Q: 3 clusters Score -1105643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -1105644.125000 Penalty: 4673.140137
	Iteration 48Q: 3 clusters Score -1105644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1105647.250000 Penalty: 4673.140137
	Iteration 49Q: 3 clusters Score -1105647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5436 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -1105649.250000 Penalty: 4673.140137
	Iteration 50Q: 3 clusters Score -1105649 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 6927 members 
Entering Unmasked Estep 
Score: -1105650.125000 Penalty: 4673.140137
	Iteration 51Q: 3 clusters Score -1105650 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1105654.375000 Penalty: 4673.140137
	Iteration 52Q: 3 clusters Score -1105654 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -1105653.375000 Penalty: 4673.140137
	Iteration 53Q: 3 clusters Score -1105653 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 6939 members 
Entering Unmasked Estep 
Score: -1105652.875000 Penalty: 4673.140137
	Iteration 54Q: 3 clusters Score -1105653 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -1105655.750000 Penalty: 4673.140137
	Iteration 55Q: 3 clusters Score -1105656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5402 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -1105654.875000 Penalty: 4673.140137
	Iteration 56Q: 3 clusters Score -1105655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 6958 members 
Entering Unmasked Estep 
Score: -1105658.625000 Penalty: 4673.140137
	Iteration 57Q: 3 clusters Score -1105659 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5391 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1105658.375000 Penalty: 4673.140137
	Iteration 58Q: 3 clusters Score -1105658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6968 members 
Entering Unmasked Estep 
Score: -1105658.500000 Penalty: 4673.140137
	Iteration 59Q: 3 clusters Score -1105658 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5379 members 
Mstep: Class 2 contains 6974 members 
Entering Unmasked Estep 
Score: -1105659.250000 Penalty: 4673.140137
	Iteration 60F: 3 clusters Score -1105659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 6982 members 
Entering Unmasked Estep 
Score: -1105662.125000 Penalty: 4673.140137
	Iteration 61Q: 3 clusters Score -1105662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -1105661.875000 Penalty: 4673.140137
	Iteration 62Q: 3 clusters Score -1105662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5362 members 
Mstep: Class 2 contains 6991 members 
Entering Unmasked Estep 
Score: -1105664.625000 Penalty: 4673.140137
	Iteration 63Q: 3 clusters Score -1105665 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 6993 members 
Entering Unmasked Estep 
Score: -1105665.625000 Penalty: 4673.140137
	Iteration 64Q: 3 clusters Score -1105666 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1105665.625000 Penalty: 4673.140137
	Iteration 65Q: 3 clusters Score -1105666 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 6994 members 
Entering Unmasked Estep 
Score: -1105665.625000 Penalty: 4673.140137
	Iteration 66F: 3 clusters Score -1105666 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -266127.968750 Penalty: 1917.627563
	Iteration 0F: 2 clusters Score -266128 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -263311.625000 Penalty: 3835.255127
	Iteration 0F: 3 clusters Score -263311.6 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -263764.031250 Penalty: 3835.255127
	Iteration 1F: 3 clusters Score -263764 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -263866.937500 Penalty: 3835.255127
	Iteration 2F: 3 clusters Score -263866.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -263920.406250 Penalty: 3835.255127
	Iteration 3Q: 3 clusters Score -263920.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -263954.312500 Penalty: 3835.255127
	Iteration 4Q: 3 clusters Score -263954.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -263972.156250 Penalty: 3835.255127
	Iteration 5Q: 3 clusters Score -263972.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -263987.031250 Penalty: 3835.255127
	Iteration 6Q: 3 clusters Score -263987 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -264001.531250 Penalty: 3835.255127
	Iteration 7Q: 3 clusters Score -264001.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -264011.187500 Penalty: 3835.255127
	Iteration 8Q: 3 clusters Score -264011.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -264020.093750 Penalty: 3835.255127
	Iteration 9Q: 3 clusters Score -264020.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -264029.562500 Penalty: 3835.255127
	Iteration 10Q: 3 clusters Score -264029.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -264036.562500 Penalty: 3835.255127
	Iteration 11Q: 3 clusters Score -264036.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -264043.125000 Penalty: 3835.255127
	Iteration 12Q: 3 clusters Score -264043.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -264048.781250 Penalty: 3835.255127
	Iteration 13Q: 3 clusters Score -264048.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -264053.218750 Penalty: 3835.255127
	Iteration 14Q: 3 clusters Score -264053.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -264057.968750 Penalty: 3835.255127
	Iteration 15Q: 3 clusters Score -264058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -264061.000000 Penalty: 3835.255127
	Iteration 16Q: 3 clusters Score -264061 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -264064.593750 Penalty: 3835.255127
	Iteration 17Q: 3 clusters Score -264064.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -264067.937500 Penalty: 3835.255127
	Iteration 18Q: 3 clusters Score -264067.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -264073.093750 Penalty: 3835.255127
	Iteration 19Q: 3 clusters Score -264073.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -264077.718750 Penalty: 3835.255127
	Iteration 20F: 3 clusters Score -264077.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -264085.656250 Penalty: 3835.255127
	Iteration 21Q: 3 clusters Score -264085.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -264090.656250 Penalty: 3835.255127
	Iteration 22Q: 3 clusters Score -264090.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -264094.625000 Penalty: 3835.255127
	Iteration 23Q: 3 clusters Score -264094.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -264098.937500 Penalty: 3835.255127
	Iteration 24Q: 3 clusters Score -264098.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -264100.687500 Penalty: 3835.255127
	Iteration 25Q: 3 clusters Score -264100.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -264102.718750 Penalty: 3835.255127
	Iteration 26Q: 3 clusters Score -264102.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -264104.750000 Penalty: 3835.255127
	Iteration 27Q: 3 clusters Score -264104.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -264106.000000 Penalty: 3835.255127
	Iteration 28Q: 3 clusters Score -264106 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -264109.093750 Penalty: 3835.255127
	Iteration 29Q: 3 clusters Score -264109.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -264111.750000 Penalty: 3835.255127
	Iteration 30Q: 3 clusters Score -264111.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -264114.250000 Penalty: 3835.255127
	Iteration 31Q: 3 clusters Score -264114.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -264115.187500 Penalty: 3835.255127
	Iteration 32Q: 3 clusters Score -264115.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -264115.187500 Penalty: 3835.255127
	Iteration 33F: 3 clusters Score -264115.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Entering Unmasked Estep 
Score: -93876.679688 Penalty: 1701.184448
	Iteration 0F: 2 clusters Score -93876.68 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 447 members 
Entering Unmasked Estep 
Score: -92041.039062 Penalty: 3402.368896
	Iteration 0F: 3 clusters Score -92041.04 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92358.289062 Penalty: 3402.368896
	Iteration 1F: 3 clusters Score -92358.29 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -92438.273438 Penalty: 3402.368896
	Iteration 2F: 3 clusters Score -92438.27 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92471.117188 Penalty: 3402.368896
	Iteration 3Q: 3 clusters Score -92471.12 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -92506.046875 Penalty: 3402.368896
	Iteration 4Q: 3 clusters Score -92506.05 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -92526.882812 Penalty: 3402.368896
	Iteration 5Q: 3 clusters Score -92526.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -92539.789062 Penalty: 3402.368896
	Iteration 6Q: 3 clusters Score -92539.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -92548.687500 Penalty: 3402.368896
	Iteration 7Q: 3 clusters Score -92548.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92552.132812 Penalty: 3402.368896
	Iteration 8Q: 3 clusters Score -92552.13 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -92552.132812 Penalty: 3402.368896
	Iteration 9F: 3 clusters Score -92552.13 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (7073 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Entering Unmasked Estep 
Score: -787152.375000 Penalty: 2198.281982
	Iteration 0F: 2 clusters Score -787152.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -781392.687500 Penalty: 4396.563965
	Iteration 0F: 3 clusters Score -781392.7 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -783194.125000 Penalty: 4396.563965
	Iteration 1F: 3 clusters Score -783194.1 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3051 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -783868.437500 Penalty: 4396.563965
	Iteration 2F: 3 clusters Score -783868.4 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -784475.687500 Penalty: 4396.563965
	Iteration 3F: 3 clusters Score -784475.7 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 4642 members 
Entering Unmasked Estep 
Score: -784939.750000 Penalty: 4396.563965
	Iteration 4F: 3 clusters Score -784939.8 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -785271.062500 Penalty: 4396.563965
	Iteration 5F: 3 clusters Score -785271.1 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -785463.125000 Penalty: 4396.563965
	Iteration 6Q: 3 clusters Score -785463.1 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 5223 members 
Entering Unmasked Estep 
Score: -785576.687500 Penalty: 4396.563965
	Iteration 7Q: 3 clusters Score -785576.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -785658.000000 Penalty: 4396.563965
	Iteration 8Q: 3 clusters Score -785658 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -785718.000000 Penalty: 4396.563965
	Iteration 9Q: 3 clusters Score -785718 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -785776.562500 Penalty: 4396.563965
	Iteration 10Q: 3 clusters Score -785776.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -785817.375000 Penalty: 4396.563965
	Iteration 11Q: 3 clusters Score -785817.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -785843.000000 Penalty: 4396.563965
	Iteration 12Q: 3 clusters Score -785843 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -785865.875000 Penalty: 4396.563965
	Iteration 13Q: 3 clusters Score -785865.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -785890.562500 Penalty: 4396.563965
	Iteration 14Q: 3 clusters Score -785890.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -785914.562500 Penalty: 4396.563965
	Iteration 15Q: 3 clusters Score -785914.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 5701 members 
Entering Unmasked Estep 
Score: -785932.000000 Penalty: 4396.563965
	Iteration 16Q: 3 clusters Score -785932 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -785946.437500 Penalty: 4396.563965
	Iteration 17Q: 3 clusters Score -785946.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -785958.125000 Penalty: 4396.563965
	Iteration 18Q: 3 clusters Score -785958.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -785966.875000 Penalty: 4396.563965
	Iteration 19Q: 3 clusters Score -785966.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -785974.312500 Penalty: 4396.563965
	Iteration 20F: 3 clusters Score -785974.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -785983.625000 Penalty: 4396.563965
	Iteration 21Q: 3 clusters Score -785983.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -785988.937500 Penalty: 4396.563965
	Iteration 22Q: 3 clusters Score -785988.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -785995.437500 Penalty: 4396.563965
	Iteration 23Q: 3 clusters Score -785995.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 5841 members 
Entering Unmasked Estep 
Score: -786003.750000 Penalty: 4396.563965
	Iteration 24Q: 3 clusters Score -786003.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -786009.375000 Penalty: 4396.563965
	Iteration 25Q: 3 clusters Score -786009.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -786010.625000 Penalty: 4396.563965
	Iteration 26Q: 3 clusters Score -786010.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -786011.500000 Penalty: 4396.563965
	Iteration 27Q: 3 clusters Score -786011.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5868 members 
Entering Unmasked Estep 
Score: -786014.125000 Penalty: 4396.563965
	Iteration 28Q: 3 clusters Score -786014.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -786016.875000 Penalty: 4396.563965
	Iteration 29Q: 3 clusters Score -786016.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -786016.375000 Penalty: 4396.563965
	Iteration 30Q: 3 clusters Score -786016.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -786018.250000 Penalty: 4396.563965
	Iteration 31Q: 3 clusters Score -786018.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -786017.875000 Penalty: 4396.563965
	Iteration 32Q: 3 clusters Score -786017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -786017.875000 Penalty: 4396.563965
	Iteration 33F: 3 clusters Score -786017.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 3380 members 
Mstep: Class 3 contains 282410 members 
Mstep: Class 4 contains 10158 members 
Mstep: Class 5 contains 21252 members 
Mstep: Class 6 contains 69353 members 
Mstep: Class 7 contains 48477 members 
Mstep: Class 8 contains 24280 members 
Mstep: Class 9 contains 11020 members 
Mstep: Class 10 contains 309904 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8214 members 
Mstep: Class 13 contains 22498 members 
Mstep: Class 14 contains 194078 members 
Mstep: Class 15 contains 2407 members 
Mstep: Class 16 contains 19206 members 
Mstep: Class 17 contains 5889 members 
Mstep: Class 18 contains 18788 members 
Mstep: Class 19 contains 213524 members 
Mstep: Class 20 contains 8383 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3819 members 
Mstep: Class 23 contains 8322 members 
Mstep: Class 24 contains 80564 members 
Mstep: Class 25 contains 12353 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 953 members 
Mstep: Class 28 contains 7073 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436384.000000 Penalty: 98363.328125
Iteration 119Q: 29 clusters Score -1.614364e+08 nChanged 6567
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 3294 members 
Mstep: Class 3 contains 280764 members 
Mstep: Class 4 contains 10190 members 
Mstep: Class 5 contains 21241 members 
Mstep: Class 6 contains 69596 members 
Mstep: Class 7 contains 48629 members 
Mstep: Class 8 contains 24290 members 
Mstep: Class 9 contains 10989 members 
Mstep: Class 10 contains 309197 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8262 members 
Mstep: Class 13 contains 22585 members 
Mstep: Class 14 contains 194944 members 
Mstep: Class 15 contains 2409 members 
Mstep: Class 16 contains 19253 members 
Mstep: Class 17 contains 5895 members 
Mstep: Class 18 contains 18782 members 
Mstep: Class 19 contains 214441 members 
Mstep: Class 20 contains 8374 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3824 members 
Mstep: Class 23 contains 8323 members 
Mstep: Class 24 contains 80612 members 
Mstep: Class 25 contains 12361 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 955 members 
Mstep: Class 28 contains 7101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436064.000000 Penalty: 98363.328125
Iteration 120F: 29 clusters Score -1.614361e+08 nChanged 6045
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 3223 members 
Mstep: Class 3 contains 279223 members 
Mstep: Class 4 contains 10222 members 
Mstep: Class 5 contains 21238 members 
Mstep: Class 6 contains 69839 members 
Mstep: Class 7 contains 48770 members 
Mstep: Class 8 contains 24305 members 
Mstep: Class 9 contains 10972 members 
Mstep: Class 10 contains 308537 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8287 members 
Mstep: Class 13 contains 22673 members 
Mstep: Class 14 contains 195708 members 
Mstep: Class 15 contains 2414 members 
Mstep: Class 16 contains 19329 members 
Mstep: Class 17 contains 5900 members 
Mstep: Class 18 contains 18765 members 
Mstep: Class 19 contains 215300 members 
Mstep: Class 20 contains 8369 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3828 members 
Mstep: Class 23 contains 8325 members 
Mstep: Class 24 contains 80652 members 
Mstep: Class 25 contains 12365 members 
Mstep: Class 26 contains 2277 members 
Mstep: Class 27 contains 956 members 
Mstep: Class 28 contains 7124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436336.000000 Penalty: 98363.328125
Iteration 121Q: 29 clusters Score -1.614363e+08 nChanged 5668
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27095 members 
Mstep: Class 2 contains 3153 members 
Mstep: Class 3 contains 277752 members 
Mstep: Class 4 contains 10251 members 
Mstep: Class 5 contains 21229 members 
Mstep: Class 6 contains 70098 members 
Mstep: Class 7 contains 48906 members 
Mstep: Class 8 contains 24311 members 
Mstep: Class 9 contains 10957 members 
Mstep: Class 10 contains 307988 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8300 members 
Mstep: Class 13 contains 22739 members 
Mstep: Class 14 contains 196412 members 
Mstep: Class 15 contains 2418 members 
Mstep: Class 16 contains 19406 members 
Mstep: Class 17 contains 5906 members 
Mstep: Class 18 contains 18761 members 
Mstep: Class 19 contains 216068 members 
Mstep: Class 20 contains 8366 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3827 members 
Mstep: Class 23 contains 8328 members 
Mstep: Class 24 contains 80689 members 
Mstep: Class 25 contains 12368 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 960 members 
Mstep: Class 28 contains 7141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436144.000000 Penalty: 98363.328125
Iteration 122Q: 29 clusters Score -1.614361e+08 nChanged 5141
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 3074 members 
Mstep: Class 3 contains 276342 members 
Mstep: Class 4 contains 10278 members 
Mstep: Class 5 contains 21223 members 
Mstep: Class 6 contains 70316 members 
Mstep: Class 7 contains 49034 members 
Mstep: Class 8 contains 24313 members 
Mstep: Class 9 contains 10933 members 
Mstep: Class 10 contains 307661 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8299 members 
Mstep: Class 13 contains 22822 members 
Mstep: Class 14 contains 196983 members 
Mstep: Class 15 contains 2421 members 
Mstep: Class 16 contains 19482 members 
Mstep: Class 17 contains 5908 members 
Mstep: Class 18 contains 18762 members 
Mstep: Class 19 contains 216733 members 
Mstep: Class 20 contains 8364 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3827 members 
Mstep: Class 23 contains 8330 members 
Mstep: Class 24 contains 80743 members 
Mstep: Class 25 contains 12373 members 
Mstep: Class 26 contains 2274 members 
Mstep: Class 27 contains 960 members 
Mstep: Class 28 contains 7163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435824.000000 Penalty: 98363.328125
Iteration 123Q: 29 clusters Score -1.614358e+08 nChanged 4967
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 3009 members 
Mstep: Class 3 contains 275063 members 
Mstep: Class 4 contains 10305 members 
Mstep: Class 5 contains 21209 members 
Mstep: Class 6 contains 70521 members 
Mstep: Class 7 contains 49156 members 
Mstep: Class 8 contains 24316 members 
Mstep: Class 9 contains 10909 members 
Mstep: Class 10 contains 307251 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8306 members 
Mstep: Class 13 contains 22911 members 
Mstep: Class 14 contains 197514 members 
Mstep: Class 15 contains 2424 members 
Mstep: Class 16 contains 19571 members 
Mstep: Class 17 contains 5913 members 
Mstep: Class 18 contains 18772 members 
Mstep: Class 19 contains 217327 members 
Mstep: Class 20 contains 8360 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3826 members 
Mstep: Class 23 contains 8335 members 
Mstep: Class 24 contains 80819 members 
Mstep: Class 25 contains 12374 members 
Mstep: Class 26 contains 2277 members 
Mstep: Class 27 contains 960 members 
Mstep: Class 28 contains 7197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436160.000000 Penalty: 98363.328125
Iteration 124Q: 29 clusters Score -1.614362e+08 nChanged 4580
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27052 members 
Mstep: Class 2 contains 2944 members 
Mstep: Class 3 contains 273904 members 
Mstep: Class 4 contains 10330 members 
Mstep: Class 5 contains 21197 members 
Mstep: Class 6 contains 70715 members 
Mstep: Class 7 contains 49253 members 
Mstep: Class 8 contains 24319 members 
Mstep: Class 9 contains 10893 members 
Mstep: Class 10 contains 306900 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8314 members 
Mstep: Class 13 contains 22978 members 
Mstep: Class 14 contains 197999 members 
Mstep: Class 15 contains 2427 members 
Mstep: Class 16 contains 19633 members 
Mstep: Class 17 contains 5920 members 
Mstep: Class 18 contains 18776 members 
Mstep: Class 19 contains 217887 members 
Mstep: Class 20 contains 8359 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3832 members 
Mstep: Class 23 contains 8338 members 
Mstep: Class 24 contains 80892 members 
Mstep: Class 25 contains 12380 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 963 members 
Mstep: Class 28 contains 7222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436176.000000 Penalty: 98363.328125
Iteration 125Q: 29 clusters Score -1.614362e+08 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 2879 members 
Mstep: Class 3 contains 272824 members 
Mstep: Class 4 contains 10355 members 
Mstep: Class 5 contains 21186 members 
Mstep: Class 6 contains 70925 members 
Mstep: Class 7 contains 49365 members 
Mstep: Class 8 contains 24331 members 
Mstep: Class 9 contains 10874 members 
Mstep: Class 10 contains 306481 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 8320 members 
Mstep: Class 13 contains 23028 members 
Mstep: Class 14 contains 198447 members 
Mstep: Class 15 contains 2430 members 
Mstep: Class 16 contains 19689 members 
Mstep: Class 17 contains 5920 members 
Mstep: Class 18 contains 18788 members 
Mstep: Class 19 contains 218443 members 
Mstep: Class 20 contains 8353 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3836 members 
Mstep: Class 23 contains 8342 members 
Mstep: Class 24 contains 80977 members 
Mstep: Class 25 contains 12380 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 965 members 
Mstep: Class 28 contains 7254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436448.000000 Penalty: 98363.328125
Iteration 126Q: 29 clusters Score -1.614364e+08 nChanged 4366
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 2806 members 
Mstep: Class 3 contains 271912 members 
Mstep: Class 4 contains 10388 members 
Mstep: Class 5 contains 21184 members 
Mstep: Class 6 contains 71119 members 
Mstep: Class 7 contains 49461 members 
Mstep: Class 8 contains 24333 members 
Mstep: Class 9 contains 10861 members 
Mstep: Class 10 contains 306010 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 8336 members 
Mstep: Class 13 contains 23098 members 
Mstep: Class 14 contains 198812 members 
Mstep: Class 15 contains 2431 members 
Mstep: Class 16 contains 19745 members 
Mstep: Class 17 contains 5922 members 
Mstep: Class 18 contains 18796 members 
Mstep: Class 19 contains 218957 members 
Mstep: Class 20 contains 8351 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3833 members 
Mstep: Class 23 contains 8349 members 
Mstep: Class 24 contains 81061 members 
Mstep: Class 25 contains 12386 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 965 members 
Mstep: Class 28 contains 7297 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436192.000000 Penalty: 98363.328125
Iteration 127Q: 29 clusters Score -1.614362e+08 nChanged 4152
Entering Unmasked Mstep 
Mstep: Class 0 contains 21 members 
Mstep: Class 1 contains 26994 members 
Mstep: Class 2 contains 2743 members 
Mstep: Class 3 contains 271107 members 
Mstep: Class 4 contains 10422 members 
Mstep: Class 5 contains 21181 members 
Mstep: Class 6 contains 71295 members 
Mstep: Class 7 contains 49535 members 
Mstep: Class 8 contains 24335 members 
Mstep: Class 9 contains 10859 members 
Mstep: Class 10 contains 305527 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 8341 members 
Mstep: Class 13 contains 23164 members 
Mstep: Class 14 contains 199136 members 
Mstep: Class 15 contains 2433 members 
Mstep: Class 16 contains 19787 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 18808 members 
Mstep: Class 19 contains 219436 members 
Mstep: Class 20 contains 8349 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3837 members 
Mstep: Class 23 contains 8355 members 
Mstep: Class 24 contains 81159 members 
Mstep: Class 25 contains 12392 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 964 members 
Mstep: Class 28 contains 7343 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436480.000000 Penalty: 98363.328125
Iteration 128Q: 29 clusters Score -1.614365e+08 nChanged 3967
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26980 members 
Mstep: Class 2 contains 2677 members 
Mstep: Class 3 contains 270391 members 
Mstep: Class 4 contains 10454 members 
Mstep: Class 5 contains 21182 members 
Mstep: Class 6 contains 71429 members 
Mstep: Class 7 contains 49601 members 
Mstep: Class 8 contains 24337 members 
Mstep: Class 9 contains 10829 members 
Mstep: Class 10 contains 305229 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8328 members 
Mstep: Class 13 contains 23211 members 
Mstep: Class 14 contains 199395 members 
Mstep: Class 15 contains 2434 members 
Mstep: Class 16 contains 19827 members 
Mstep: Class 17 contains 5928 members 
Mstep: Class 18 contains 18809 members 
Mstep: Class 19 contains 219831 members 
Mstep: Class 20 contains 8350 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3837 members 
Mstep: Class 23 contains 8363 members 
Mstep: Class 24 contains 81253 members 
Mstep: Class 25 contains 12401 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 964 members 
Mstep: Class 28 contains 7386 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436464.000000 Penalty: 98363.328125
Iteration 129Q: 29 clusters Score -1.614365e+08 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 2629 members 
Mstep: Class 3 contains 269617 members 
Mstep: Class 4 contains 10482 members 
Mstep: Class 5 contains 21182 members 
Mstep: Class 6 contains 71563 members 
Mstep: Class 7 contains 49671 members 
Mstep: Class 8 contains 24334 members 
Mstep: Class 9 contains 10803 members 
Mstep: Class 10 contains 305033 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8328 members 
Mstep: Class 13 contains 23277 members 
Mstep: Class 14 contains 199604 members 
Mstep: Class 15 contains 2441 members 
Mstep: Class 16 contains 19873 members 
Mstep: Class 17 contains 5930 members 
Mstep: Class 18 contains 18811 members 
Mstep: Class 19 contains 220159 members 
Mstep: Class 20 contains 8349 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3839 members 
Mstep: Class 23 contains 8374 members 
Mstep: Class 24 contains 81348 members 
Mstep: Class 25 contains 12405 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 965 members 
Mstep: Class 28 contains 7438 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436592.000000 Penalty: 98363.328125
Iteration 130Q: 29 clusters Score -1.614366e+08 nChanged 3900
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26961 members 
Mstep: Class 2 contains 2579 members 
Mstep: Class 3 contains 269021 members 
Mstep: Class 4 contains 10527 members 
Mstep: Class 5 contains 21174 members 
Mstep: Class 6 contains 71683 members 
Mstep: Class 7 contains 49748 members 
Mstep: Class 8 contains 24331 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 304679 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8304 members 
Mstep: Class 13 contains 23318 members 
Mstep: Class 14 contains 199819 members 
Mstep: Class 15 contains 2448 members 
Mstep: Class 16 contains 19921 members 
Mstep: Class 17 contains 5932 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 220474 members 
Mstep: Class 20 contains 8345 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3843 members 
Mstep: Class 23 contains 8383 members 
Mstep: Class 24 contains 81487 members 
Mstep: Class 25 contains 12405 members 
Mstep: Class 26 contains 2284 members 
Mstep: Class 27 contains 966 members 
Mstep: Class 28 contains 7482 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 2. Lose 3460.207764 but Gain 3512.976562
Score: -161436592.000000 Penalty: 94850.351562
Iteration 131Q: 28 clusters Score -1.614366e+08 nChanged 6300
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26949 members 
Mstep: Class 3 contains 269765 members 
Mstep: Class 4 contains 10569 members 
Mstep: Class 5 contains 21164 members 
Mstep: Class 6 contains 71779 members 
Mstep: Class 7 contains 49813 members 
Mstep: Class 8 contains 24331 members 
Mstep: Class 9 contains 10730 members 
Mstep: Class 10 contains 304470 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8292 members 
Mstep: Class 13 contains 23356 members 
Mstep: Class 14 contains 199948 members 
Mstep: Class 15 contains 2457 members 
Mstep: Class 16 contains 19965 members 
Mstep: Class 17 contains 5936 members 
Mstep: Class 18 contains 18817 members 
Mstep: Class 19 contains 220746 members 
Mstep: Class 20 contains 8343 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 8393 members 
Mstep: Class 24 contains 82835 members 
Mstep: Class 25 contains 12414 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 968 members 
Mstep: Class 28 contains 7531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437664.000000 Penalty: 94850.351562
Iteration 132Q: 28 clusters Score -1.614377e+08 nChanged 4745
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 3 contains 269497 members 
Mstep: Class 4 contains 10596 members 
Mstep: Class 5 contains 21170 members 
Mstep: Class 6 contains 71887 members 
Mstep: Class 7 contains 49878 members 
Mstep: Class 8 contains 24343 members 
Mstep: Class 9 contains 10702 members 
Mstep: Class 10 contains 304090 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8266 members 
Mstep: Class 13 contains 23421 members 
Mstep: Class 14 contains 200022 members 
Mstep: Class 15 contains 2460 members 
Mstep: Class 16 contains 20015 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 18817 members 
Mstep: Class 19 contains 220956 members 
Mstep: Class 20 contains 8330 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3848 members 
Mstep: Class 23 contains 8393 members 
Mstep: Class 24 contains 82817 members 
Mstep: Class 25 contains 12425 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 969 members 
Mstep: Class 28 contains 7638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437072.000000 Penalty: 94850.351562
Iteration 133Q: 28 clusters Score -1.614371e+08 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26929 members 
Mstep: Class 3 contains 269411 members 
Mstep: Class 4 contains 10621 members 
Mstep: Class 5 contains 21162 members 
Mstep: Class 6 contains 71965 members 
Mstep: Class 7 contains 49931 members 
Mstep: Class 8 contains 24346 members 
Mstep: Class 9 contains 10699 members 
Mstep: Class 10 contains 303685 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8243 members 
Mstep: Class 13 contains 23484 members 
Mstep: Class 14 contains 200052 members 
Mstep: Class 15 contains 2461 members 
Mstep: Class 16 contains 20041 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 18820 members 
Mstep: Class 19 contains 221072 members 
Mstep: Class 20 contains 8321 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 8401 members 
Mstep: Class 24 contains 82851 members 
Mstep: Class 25 contains 12436 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 970 members 
Mstep: Class 28 contains 7727 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161437136.000000 Penalty: 94850.351562
Iteration 134Q: 28 clusters Score -1.614371e+08 nChanged 4297
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 3 contains 269353 members 
Mstep: Class 4 contains 10639 members 
Mstep: Class 5 contains 21157 members 
Mstep: Class 6 contains 72065 members 
Mstep: Class 7 contains 49989 members 
Mstep: Class 8 contains 24344 members 
Mstep: Class 9 contains 10693 members 
Mstep: Class 10 contains 303332 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8205 members 
Mstep: Class 13 contains 23535 members 
Mstep: Class 14 contains 200022 members 
Mstep: Class 15 contains 2464 members 
Mstep: Class 16 contains 20072 members 
Mstep: Class 17 contains 5945 members 
Mstep: Class 18 contains 18820 members 
Mstep: Class 19 contains 221112 members 
Mstep: Class 20 contains 8311 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3844 members 
Mstep: Class 23 contains 8402 members 
Mstep: Class 24 contains 82952 members 
Mstep: Class 25 contains 12442 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 972 members 
Mstep: Class 28 contains 7823 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436368.000000 Penalty: 94850.351562
Iteration 135Q: 28 clusters Score -1.614364e+08 nChanged 4177
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 3 contains 269253 members 
Mstep: Class 4 contains 10652 members 
Mstep: Class 5 contains 21152 members 
Mstep: Class 6 contains 72142 members 
Mstep: Class 7 contains 50056 members 
Mstep: Class 8 contains 24347 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 303145 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8168 members 
Mstep: Class 13 contains 23569 members 
Mstep: Class 14 contains 199914 members 
Mstep: Class 15 contains 2472 members 
Mstep: Class 16 contains 20094 members 
Mstep: Class 17 contains 5951 members 
Mstep: Class 18 contains 18817 members 
Mstep: Class 19 contains 221151 members 
Mstep: Class 20 contains 8304 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3844 members 
Mstep: Class 23 contains 8407 members 
Mstep: Class 24 contains 83061 members 
Mstep: Class 25 contains 12443 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 972 members 
Mstep: Class 28 contains 7905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435984.000000 Penalty: 94850.351562
Iteration 136Q: 28 clusters Score -1.61436e+08 nChanged 4170
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 3 contains 269114 members 
Mstep: Class 4 contains 10667 members 
Mstep: Class 5 contains 21147 members 
Mstep: Class 6 contains 72221 members 
Mstep: Class 7 contains 50124 members 
Mstep: Class 8 contains 24346 members 
Mstep: Class 9 contains 10671 members 
Mstep: Class 10 contains 302998 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8166 members 
Mstep: Class 13 contains 23606 members 
Mstep: Class 14 contains 199774 members 
Mstep: Class 15 contains 2476 members 
Mstep: Class 16 contains 20127 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 18817 members 
Mstep: Class 19 contains 221166 members 
Mstep: Class 20 contains 8301 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 8412 members 
Mstep: Class 24 contains 83178 members 
Mstep: Class 25 contains 12452 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 972 members 
Mstep: Class 28 contains 7984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435904.000000 Penalty: 94850.351562
Iteration 137Q: 28 clusters Score -1.614359e+08 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26901 members 
Mstep: Class 3 contains 269005 members 
Mstep: Class 4 contains 10684 members 
Mstep: Class 5 contains 21130 members 
Mstep: Class 6 contains 72313 members 
Mstep: Class 7 contains 50196 members 
Mstep: Class 8 contains 24348 members 
Mstep: Class 9 contains 10665 members 
Mstep: Class 10 contains 302789 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8157 members 
Mstep: Class 13 contains 23651 members 
Mstep: Class 14 contains 199623 members 
Mstep: Class 15 contains 2481 members 
Mstep: Class 16 contains 20166 members 
Mstep: Class 17 contains 5961 members 
Mstep: Class 18 contains 18817 members 
Mstep: Class 19 contains 221180 members 
Mstep: Class 20 contains 8295 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 8418 members 
Mstep: Class 24 contains 83314 members 
Mstep: Class 25 contains 12457 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 971 members 
Mstep: Class 28 contains 8060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435504.000000 Penalty: 94850.351562
Iteration 138Q: 28 clusters Score -1.614355e+08 nChanged 3992
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26892 members 
Mstep: Class 3 contains 268877 members 
Mstep: Class 4 contains 10700 members 
Mstep: Class 5 contains 21123 members 
Mstep: Class 6 contains 72398 members 
Mstep: Class 7 contains 50244 members 
Mstep: Class 8 contains 24348 members 
Mstep: Class 9 contains 10657 members 
Mstep: Class 10 contains 302668 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 8122 members 
Mstep: Class 13 contains 23692 members 
Mstep: Class 14 contains 199438 members 
Mstep: Class 15 contains 2482 members 
Mstep: Class 16 contains 20203 members 
Mstep: Class 17 contains 5968 members 
Mstep: Class 18 contains 18818 members 
Mstep: Class 19 contains 221212 members 
Mstep: Class 20 contains 8289 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3840 members 
Mstep: Class 23 contains 8421 members 
Mstep: Class 24 contains 83465 members 
Mstep: Class 25 contains 12468 members 
Mstep: Class 26 contains 2279 members 
Mstep: Class 27 contains 972 members 
Mstep: Class 28 contains 8128 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161435248.000000 Penalty: 94850.351562
Iteration 139Q: 28 clusters Score -1.614352e+08 nChanged 3933
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 3 contains 268671 members 
Mstep: Class 4 contains 10717 members 
Mstep: Class 5 contains 21112 members 
Mstep: Class 6 contains 72488 members 
Mstep: Class 7 contains 50297 members 
Mstep: Class 8 contains 24338 members 
Mstep: Class 9 contains 10652 members 
Mstep: Class 10 contains 302656 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8097 members 
Mstep: Class 13 contains 23720 members 
Mstep: Class 14 contains 199284 members 
Mstep: Class 15 contains 2483 members 
Mstep: Class 16 contains 20215 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18807 members 
Mstep: Class 19 contains 221211 members 
Mstep: Class 20 contains 8286 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3840 members 
Mstep: Class 23 contains 8424 members 
Mstep: Class 24 contains 83619 members 
Mstep: Class 25 contains 12482 members 
Mstep: Class 26 contains 2279 members 
Mstep: Class 27 contains 974 members 
Mstep: Class 28 contains 8199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161434800.000000 Penalty: 94850.351562
Iteration 140F: 28 clusters Score -1.614348e+08 nChanged 3896
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26874 members 
Mstep: Class 3 contains 268385 members 
Mstep: Class 4 contains 10729 members 
Mstep: Class 5 contains 21115 members 
Mstep: Class 6 contains 72560 members 
Mstep: Class 7 contains 50340 members 
Mstep: Class 8 contains 24329 members 
Mstep: Class 9 contains 10652 members 
Mstep: Class 10 contains 302732 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8104 members 
Mstep: Class 13 contains 23760 members 
Mstep: Class 14 contains 199102 members 
Mstep: Class 15 contains 2484 members 
Mstep: Class 16 contains 20228 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 18804 members 
Mstep: Class 19 contains 221212 members 
Mstep: Class 20 contains 8285 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3839 members 
Mstep: Class 23 contains 8432 members 
Mstep: Class 24 contains 83762 members 
Mstep: Class 25 contains 12494 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 974 members 
Mstep: Class 28 contains 8262 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161434016.000000 Penalty: 94850.351562
Iteration 141Q: 28 clusters Score -1.61434e+08 nChanged 3914
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 3 contains 268111 members 
Mstep: Class 4 contains 10744 members 
Mstep: Class 5 contains 21113 members 
Mstep: Class 6 contains 72633 members 
Mstep: Class 7 contains 50371 members 
Mstep: Class 8 contains 24329 members 
Mstep: Class 9 contains 10637 members 
Mstep: Class 10 contains 302698 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8102 members 
Mstep: Class 13 contains 23810 members 
Mstep: Class 14 contains 198979 members 
Mstep: Class 15 contains 2489 members 
Mstep: Class 16 contains 20242 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 18811 members 
Mstep: Class 19 contains 221232 members 
Mstep: Class 20 contains 8283 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3846 members 
Mstep: Class 23 contains 8436 members 
Mstep: Class 24 contains 83909 members 
Mstep: Class 25 contains 12496 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 973 members 
Mstep: Class 28 contains 8345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161434000.000000 Penalty: 94850.351562
Iteration 142Q: 28 clusters Score -1.61434e+08 nChanged 4002
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 3 contains 267909 members 
Mstep: Class 4 contains 10751 members 
Mstep: Class 5 contains 21116 members 
Mstep: Class 6 contains 72687 members 
Mstep: Class 7 contains 50416 members 
Mstep: Class 8 contains 24327 members 
Mstep: Class 9 contains 10636 members 
Mstep: Class 10 contains 302588 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8105 members 
Mstep: Class 13 contains 23855 members 
Mstep: Class 14 contains 198885 members 
Mstep: Class 15 contains 2491 members 
Mstep: Class 16 contains 20275 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 18813 members 
Mstep: Class 19 contains 221244 members 
Mstep: Class 20 contains 8280 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 8445 members 
Mstep: Class 24 contains 84003 members 
Mstep: Class 25 contains 12499 members 
Mstep: Class 26 contains 2279 members 
Mstep: Class 27 contains 972 members 
Mstep: Class 28 contains 8444 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161433296.000000 Penalty: 94850.351562
Iteration 143Q: 28 clusters Score -1.614333e+08 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26865 members 
Mstep: Class 3 contains 267726 members 
Mstep: Class 4 contains 10758 members 
Mstep: Class 5 contains 21113 members 
Mstep: Class 6 contains 72736 members 
Mstep: Class 7 contains 50456 members 
Mstep: Class 8 contains 24324 members 
Mstep: Class 9 contains 10632 members 
Mstep: Class 10 contains 302405 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8099 members 
Mstep: Class 13 contains 23901 members 
Mstep: Class 14 contains 198886 members 
Mstep: Class 15 contains 2493 members 
Mstep: Class 16 contains 20316 members 
Mstep: Class 17 contains 5971 members 
Mstep: Class 18 contains 18814 members 
Mstep: Class 19 contains 221242 members 
Mstep: Class 20 contains 8279 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3840 members 
Mstep: Class 23 contains 8451 members 
Mstep: Class 24 contains 84100 members 
Mstep: Class 25 contains 12504 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 972 members 
Mstep: Class 28 contains 8542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432976.000000 Penalty: 94850.351562
Iteration 144Q: 28 clusters Score -1.61433e+08 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 3 contains 267470 members 
Mstep: Class 4 contains 10768 members 
Mstep: Class 5 contains 21114 members 
Mstep: Class 6 contains 72802 members 
Mstep: Class 7 contains 50486 members 
Mstep: Class 8 contains 24315 members 
Mstep: Class 9 contains 10622 members 
Mstep: Class 10 contains 302255 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8107 members 
Mstep: Class 13 contains 23958 members 
Mstep: Class 14 contains 198882 members 
Mstep: Class 15 contains 2494 members 
Mstep: Class 16 contains 20367 members 
Mstep: Class 17 contains 5970 members 
Mstep: Class 18 contains 18815 members 
Mstep: Class 19 contains 221236 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3839 members 
Mstep: Class 23 contains 8454 members 
Mstep: Class 24 contains 84215 members 
Mstep: Class 25 contains 12509 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 973 members 
Mstep: Class 28 contains 8638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432320.000000 Penalty: 94850.351562
Iteration 145Q: 28 clusters Score -1.614323e+08 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 3 contains 267260 members 
Mstep: Class 4 contains 10781 members 
Mstep: Class 5 contains 21110 members 
Mstep: Class 6 contains 72882 members 
Mstep: Class 7 contains 50552 members 
Mstep: Class 8 contains 24317 members 
Mstep: Class 9 contains 10615 members 
Mstep: Class 10 contains 302033 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8125 members 
Mstep: Class 13 contains 23991 members 
Mstep: Class 14 contains 198866 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 20413 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18815 members 
Mstep: Class 19 contains 221226 members 
Mstep: Class 20 contains 8274 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3840 members 
Mstep: Class 23 contains 8455 members 
Mstep: Class 24 contains 84346 members 
Mstep: Class 25 contains 12511 members 
Mstep: Class 26 contains 2277 members 
Mstep: Class 27 contains 973 members 
Mstep: Class 28 contains 8721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432640.000000 Penalty: 94850.351562
Iteration 146Q: 28 clusters Score -1.614326e+08 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 3 contains 267039 members 
Mstep: Class 4 contains 10796 members 
Mstep: Class 5 contains 21121 members 
Mstep: Class 6 contains 72941 members 
Mstep: Class 7 contains 50616 members 
Mstep: Class 8 contains 24317 members 
Mstep: Class 9 contains 10601 members 
Mstep: Class 10 contains 301889 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8140 members 
Mstep: Class 13 contains 24014 members 
Mstep: Class 14 contains 198838 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 20455 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18816 members 
Mstep: Class 19 contains 221194 members 
Mstep: Class 20 contains 8270 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 8457 members 
Mstep: Class 24 contains 84463 members 
Mstep: Class 25 contains 12516 members 
Mstep: Class 26 contains 2276 members 
Mstep: Class 27 contains 973 members 
Mstep: Class 28 contains 8817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432000.000000 Penalty: 94850.351562
Iteration 147Q: 28 clusters Score -1.61432e+08 nChanged 4265
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26846 members 
Mstep: Class 3 contains 266726 members 
Mstep: Class 4 contains 10807 members 
Mstep: Class 5 contains 21114 members 
Mstep: Class 6 contains 72982 members 
Mstep: Class 7 contains 50683 members 
Mstep: Class 8 contains 24320 members 
Mstep: Class 9 contains 10589 members 
Mstep: Class 10 contains 301838 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8203 members 
Mstep: Class 13 contains 24044 members 
Mstep: Class 14 contains 198799 members 
Mstep: Class 15 contains 2495 members 
Mstep: Class 16 contains 20493 members 
Mstep: Class 17 contains 5971 members 
Mstep: Class 18 contains 18821 members 
Mstep: Class 19 contains 221177 members 
Mstep: Class 20 contains 8265 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 8463 members 
Mstep: Class 24 contains 84535 members 
Mstep: Class 25 contains 12518 members 
Mstep: Class 26 contains 2277 members 
Mstep: Class 27 contains 973 members 
Mstep: Class 28 contains 8919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431504.000000 Penalty: 94850.351562
Iteration 148Q: 28 clusters Score -1.614315e+08 nChanged 4255
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 3 contains 266487 members 
Mstep: Class 4 contains 10818 members 
Mstep: Class 5 contains 21115 members 
Mstep: Class 6 contains 73016 members 
Mstep: Class 7 contains 50777 members 
Mstep: Class 8 contains 24314 members 
Mstep: Class 9 contains 10579 members 
Mstep: Class 10 contains 301723 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8261 members 
Mstep: Class 13 contains 24073 members 
Mstep: Class 14 contains 198760 members 
Mstep: Class 15 contains 2496 members 
Mstep: Class 16 contains 20526 members 
Mstep: Class 17 contains 5972 members 
Mstep: Class 18 contains 18819 members 
Mstep: Class 19 contains 221143 members 
Mstep: Class 20 contains 8265 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 8464 members 
Mstep: Class 24 contains 84605 members 
Mstep: Class 25 contains 12522 members 
Mstep: Class 26 contains 2279 members 
Mstep: Class 27 contains 974 members 
Mstep: Class 28 contains 9030 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430864.000000 Penalty: 94850.351562
Iteration 149Q: 28 clusters Score -1.614309e+08 nChanged 4328
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26831 members 
Mstep: Class 3 contains 266114 members 
Mstep: Class 4 contains 10831 members 
Mstep: Class 5 contains 21109 members 
Mstep: Class 6 contains 73093 members 
Mstep: Class 7 contains 50866 members 
Mstep: Class 8 contains 24312 members 
Mstep: Class 9 contains 10563 members 
Mstep: Class 10 contains 301646 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8346 members 
Mstep: Class 13 contains 24099 members 
Mstep: Class 14 contains 198724 members 
Mstep: Class 15 contains 2498 members 
Mstep: Class 16 contains 20579 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18826 members 
Mstep: Class 19 contains 221098 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3848 members 
Mstep: Class 23 contains 8466 members 
Mstep: Class 24 contains 84701 members 
Mstep: Class 25 contains 12523 members 
Mstep: Class 26 contains 2279 members 
Mstep: Class 27 contains 978 members 
Mstep: Class 28 contains 9140 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430032.000000 Penalty: 94850.351562
Iteration 150Q: 28 clusters Score -1.6143e+08 nChanged 4333
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26816 members 
Mstep: Class 3 contains 265649 members 
Mstep: Class 4 contains 10841 members 
Mstep: Class 5 contains 21103 members 
Mstep: Class 6 contains 73181 members 
Mstep: Class 7 contains 50988 members 
Mstep: Class 8 contains 24309 members 
Mstep: Class 9 contains 10561 members 
Mstep: Class 10 contains 301617 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8411 members 
Mstep: Class 13 contains 24128 members 
Mstep: Class 14 contains 198723 members 
Mstep: Class 15 contains 2499 members 
Mstep: Class 16 contains 20616 members 
Mstep: Class 17 contains 5965 members 
Mstep: Class 18 contains 18832 members 
Mstep: Class 19 contains 221085 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 8468 members 
Mstep: Class 24 contains 84769 members 
Mstep: Class 25 contains 12527 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 981 members 
Mstep: Class 28 contains 9244 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429968.000000 Penalty: 94850.351562
Iteration 151Q: 28 clusters Score -1.6143e+08 nChanged 4305
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26809 members 
Mstep: Class 3 contains 265263 members 
Mstep: Class 4 contains 10849 members 
Mstep: Class 5 contains 21091 members 
Mstep: Class 6 contains 73259 members 
Mstep: Class 7 contains 51067 members 
Mstep: Class 8 contains 24309 members 
Mstep: Class 9 contains 10556 members 
Mstep: Class 10 contains 301613 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8482 members 
Mstep: Class 13 contains 24153 members 
Mstep: Class 14 contains 198702 members 
Mstep: Class 15 contains 2500 members 
Mstep: Class 16 contains 20667 members 
Mstep: Class 17 contains 5959 members 
Mstep: Class 18 contains 18835 members 
Mstep: Class 19 contains 221055 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3846 members 
Mstep: Class 23 contains 8472 members 
Mstep: Class 24 contains 84827 members 
Mstep: Class 25 contains 12529 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 983 members 
Mstep: Class 28 contains 9339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429472.000000 Penalty: 94850.351562
Iteration 152Q: 28 clusters Score -1.614295e+08 nChanged 4312
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 3 contains 264857 members 
Mstep: Class 4 contains 10855 members 
Mstep: Class 5 contains 21092 members 
Mstep: Class 6 contains 73341 members 
Mstep: Class 7 contains 51150 members 
Mstep: Class 8 contains 24311 members 
Mstep: Class 9 contains 10553 members 
Mstep: Class 10 contains 301554 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8545 members 
Mstep: Class 13 contains 24179 members 
Mstep: Class 14 contains 198709 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 20718 members 
Mstep: Class 17 contains 5955 members 
Mstep: Class 18 contains 18841 members 
Mstep: Class 19 contains 221038 members 
Mstep: Class 20 contains 8256 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 8475 members 
Mstep: Class 24 contains 84892 members 
Mstep: Class 25 contains 12530 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 986 members 
Mstep: Class 28 contains 9437 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161429120.000000 Penalty: 94850.351562
Iteration 153Q: 28 clusters Score -1.614291e+08 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26791 members 
Mstep: Class 3 contains 264437 members 
Mstep: Class 4 contains 10869 members 
Mstep: Class 5 contains 21087 members 
Mstep: Class 6 contains 73418 members 
Mstep: Class 7 contains 51237 members 
Mstep: Class 8 contains 24306 members 
Mstep: Class 9 contains 10543 members 
Mstep: Class 10 contains 301519 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8613 members 
Mstep: Class 13 contains 24210 members 
Mstep: Class 14 contains 198710 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 20773 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 18856 members 
Mstep: Class 19 contains 221013 members 
Mstep: Class 20 contains 8261 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 8473 members 
Mstep: Class 24 contains 84947 members 
Mstep: Class 25 contains 12534 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 9534 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428608.000000 Penalty: 94850.351562
Iteration 154Q: 28 clusters Score -1.614286e+08 nChanged 4341
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26790 members 
Mstep: Class 3 contains 264021 members 
Mstep: Class 4 contains 10876 members 
Mstep: Class 5 contains 21082 members 
Mstep: Class 6 contains 73501 members 
Mstep: Class 7 contains 51331 members 
Mstep: Class 8 contains 24304 members 
Mstep: Class 9 contains 10540 members 
Mstep: Class 10 contains 301441 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8671 members 
Mstep: Class 13 contains 24244 members 
Mstep: Class 14 contains 198732 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 20813 members 
Mstep: Class 17 contains 5954 members 
Mstep: Class 18 contains 18867 members 
Mstep: Class 19 contains 220986 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3854 members 
Mstep: Class 23 contains 8475 members 
Mstep: Class 24 contains 85032 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 9619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428048.000000 Penalty: 94850.351562
Iteration 155Q: 28 clusters Score -1.61428e+08 nChanged 4314
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26787 members 
Mstep: Class 3 contains 263590 members 
Mstep: Class 4 contains 10880 members 
Mstep: Class 5 contains 21081 members 
Mstep: Class 6 contains 73579 members 
Mstep: Class 7 contains 51423 members 
Mstep: Class 8 contains 24300 members 
Mstep: Class 9 contains 10547 members 
Mstep: Class 10 contains 301398 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8747 members 
Mstep: Class 13 contains 24274 members 
Mstep: Class 14 contains 198738 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 20851 members 
Mstep: Class 17 contains 5951 members 
Mstep: Class 18 contains 18879 members 
Mstep: Class 19 contains 220964 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3857 members 
Mstep: Class 23 contains 8481 members 
Mstep: Class 24 contains 85109 members 
Mstep: Class 25 contains 12537 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 9699 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427776.000000 Penalty: 94850.351562
Iteration 156Q: 28 clusters Score -1.614278e+08 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26785 members 
Mstep: Class 3 contains 263060 members 
Mstep: Class 4 contains 10887 members 
Mstep: Class 5 contains 21078 members 
Mstep: Class 6 contains 73667 members 
Mstep: Class 7 contains 51519 members 
Mstep: Class 8 contains 24298 members 
Mstep: Class 9 contains 10545 members 
Mstep: Class 10 contains 301300 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8819 members 
Mstep: Class 13 contains 24287 members 
Mstep: Class 14 contains 198793 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 20892 members 
Mstep: Class 17 contains 5952 members 
Mstep: Class 18 contains 18877 members 
Mstep: Class 19 contains 221017 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3862 members 
Mstep: Class 23 contains 8485 members 
Mstep: Class 24 contains 85213 members 
Mstep: Class 25 contains 12539 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 9793 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427568.000000 Penalty: 94850.351562
Iteration 157Q: 28 clusters Score -1.614276e+08 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26777 members 
Mstep: Class 3 contains 262448 members 
Mstep: Class 4 contains 10892 members 
Mstep: Class 5 contains 21069 members 
Mstep: Class 6 contains 73727 members 
Mstep: Class 7 contains 51624 members 
Mstep: Class 8 contains 24294 members 
Mstep: Class 9 contains 10552 members 
Mstep: Class 10 contains 301343 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8879 members 
Mstep: Class 13 contains 24299 members 
Mstep: Class 14 contains 198813 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 20940 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 18876 members 
Mstep: Class 19 contains 221106 members 
Mstep: Class 20 contains 8267 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3864 members 
Mstep: Class 23 contains 8487 members 
Mstep: Class 24 contains 85319 members 
Mstep: Class 25 contains 12542 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 9863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427328.000000 Penalty: 94850.351562
Iteration 158Q: 28 clusters Score -1.614273e+08 nChanged 4122
Entering ConstructFrom: 
Score: -161427328.000000 Penalty: 94850.351562
Entering ConstructFrom: 
Trying to split cluster 1 (26772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26772 members 
Entering Unmasked Estep 
Score: -3004250.500000 Penalty: 2528.387939
	Iteration 0F: 2 clusters Score -3004250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13362 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -2985826.250000 Penalty: 5056.775879
	Iteration 0F: 3 clusters Score -2985826 nChanged 11983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 13215 members 
Entering Unmasked Estep 
Score: -2992435.000000 Penalty: 5056.775879
	Iteration 1F: 3 clusters Score -2992435 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13759 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -2993091.000000 Penalty: 5056.775879
	Iteration 2F: 3 clusters Score -2993091 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13989 members 
Mstep: Class 2 contains 12783 members 
Entering Unmasked Estep 
Score: -2993781.000000 Penalty: 5056.775879
	Iteration 3F: 3 clusters Score -2993781 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 12475 members 
Entering Unmasked Estep 
Score: -2994523.250000 Penalty: 5056.775879
	Iteration 4F: 3 clusters Score -2994523 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 12051 members 
Entering Unmasked Estep 
Score: -2995233.500000 Penalty: 5056.775879
	Iteration 5F: 3 clusters Score -2995234 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 11506 members 
Entering Unmasked Estep 
Score: -2995908.500000 Penalty: 5056.775879
	Iteration 6F: 3 clusters Score -2995908 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2996534.000000 Penalty: 5056.775879
	Iteration 7Q: 3 clusters Score -2996534 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -2997045.000000 Penalty: 5056.775879
	Iteration 8Q: 3 clusters Score -2997045 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17380 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -2997544.750000 Penalty: 5056.775879
	Iteration 9Q: 3 clusters Score -2997545 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 8602 members 
Entering Unmasked Estep 
Score: -2998066.500000 Penalty: 5056.775879
	Iteration 10Q: 3 clusters Score -2998066 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 7775 members 
Entering Unmasked Estep 
Score: -2998633.500000 Penalty: 5056.775879
	Iteration 11Q: 3 clusters Score -2998634 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19796 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2999199.750000 Penalty: 5056.775879
	Iteration 12Q: 3 clusters Score -2999200 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 6203 members 
Entering Unmasked Estep 
Score: -2999722.750000 Penalty: 5056.775879
	Iteration 13Q: 3 clusters Score -2999723 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -3000170.000000 Penalty: 5056.775879
	Iteration 14Q: 3 clusters Score -3000170 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21843 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -3000539.000000 Penalty: 5056.775879
	Iteration 15Q: 3 clusters Score -3000539 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -3000790.250000 Penalty: 5056.775879
	Iteration 16Q: 3 clusters Score -3000790 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22719 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -3001012.000000 Penalty: 5056.775879
	Iteration 17Q: 3 clusters Score -3001012 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3001190.250000 Penalty: 5056.775879
	Iteration 18Q: 3 clusters Score -3001190 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3001331.750000 Penalty: 5056.775879
	Iteration 19Q: 3 clusters Score -3001332 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23655 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -3001433.250000 Penalty: 5056.775879
	Iteration 20F: 3 clusters Score -3001433 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23887 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3001545.000000 Penalty: 5056.775879
	Iteration 21Q: 3 clusters Score -3001545 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -3001648.750000 Penalty: 5056.775879
	Iteration 22Q: 3 clusters Score -3001649 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24296 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -3001743.250000 Penalty: 5056.775879
	Iteration 23Q: 3 clusters Score -3001743 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3001811.250000 Penalty: 5056.775879
	Iteration 24Q: 3 clusters Score -3001811 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -3001871.500000 Penalty: 5056.775879
	Iteration 25Q: 3 clusters Score -3001872 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24745 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -3001911.750000 Penalty: 5056.775879
	Iteration 26Q: 3 clusters Score -3001912 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -3001934.500000 Penalty: 5056.775879
	Iteration 27Q: 3 clusters Score -3001934 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -3001974.750000 Penalty: 5056.775879
	Iteration 28Q: 3 clusters Score -3001975 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -3002001.750000 Penalty: 5056.775879
	Iteration 29Q: 3 clusters Score -3002002 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25081 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3002026.250000 Penalty: 5056.775879
	Iteration 30Q: 3 clusters Score -3002026 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -3002048.250000 Penalty: 5056.775879
	Iteration 31Q: 3 clusters Score -3002048 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -3002073.750000 Penalty: 5056.775879
	Iteration 32Q: 3 clusters Score -3002074 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -3002088.750000 Penalty: 5056.775879
	Iteration 33Q: 3 clusters Score -3002089 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -3002110.000000 Penalty: 5056.775879
	Iteration 34Q: 3 clusters Score -3002110 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3002119.250000 Penalty: 5056.775879
	Iteration 35Q: 3 clusters Score -3002119 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -3002129.000000 Penalty: 5056.775879
	Iteration 36Q: 3 clusters Score -3002129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3002136.250000 Penalty: 5056.775879
	Iteration 37Q: 3 clusters Score -3002136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -3002138.250000 Penalty: 5056.775879
	Iteration 38Q: 3 clusters Score -3002138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -3002136.750000 Penalty: 5056.775879
	Iteration 39Q: 3 clusters Score -3002137 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -3002143.250000 Penalty: 5056.775879
	Iteration 40F: 3 clusters Score -3002143 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -3002147.000000 Penalty: 5056.775879
	Iteration 41Q: 3 clusters Score -3002147 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3002152.500000 Penalty: 5056.775879
	Iteration 42Q: 3 clusters Score -3002152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25449 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -3002157.000000 Penalty: 5056.775879
	Iteration 43Q: 3 clusters Score -3002157 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25456 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -3002156.250000 Penalty: 5056.775879
	Iteration 44Q: 3 clusters Score -3002156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -3002158.000000 Penalty: 5056.775879
	Iteration 45Q: 3 clusters Score -3002158 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3002158.250000 Penalty: 5056.775879
	Iteration 46Q: 3 clusters Score -3002158 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25483 members 
Mstep: Class 2 contains 1289 members 
Entering Unmasked Estep 
Score: -3002155.000000 Penalty: 5056.775879
	Iteration 47Q: 3 clusters Score -3002155 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25488 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -3002159.750000 Penalty: 5056.775879
	Iteration 48Q: 3 clusters Score -3002160 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -3002159.500000 Penalty: 5056.775879
	Iteration 49Q: 3 clusters Score -3002160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25499 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -3002163.000000 Penalty: 5056.775879
	Iteration 50Q: 3 clusters Score -3002163 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25506 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -3002165.250000 Penalty: 5056.775879
	Iteration 51Q: 3 clusters Score -3002165 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -3002163.750000 Penalty: 5056.775879
	Iteration 52Q: 3 clusters Score -3002164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 1251 members 
Entering Unmasked Estep 
Score: -3002164.250000 Penalty: 5056.775879
	Iteration 53Q: 3 clusters Score -3002164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3002160.250000 Penalty: 5056.775879
	Iteration 54Q: 3 clusters Score -3002160 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3002163.750000 Penalty: 5056.775879
	Iteration 55Q: 3 clusters Score -3002164 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25529 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3002168.250000 Penalty: 5056.775879
	Iteration 56Q: 3 clusters Score -3002168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3002173.250000 Penalty: 5056.775879
	Iteration 57Q: 3 clusters Score -3002173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3002173.250000 Penalty: 5056.775879
	Iteration 58F: 3 clusters Score -3002173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (261856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261856 members 
Entering Unmasked Estep 
Score: -30795820.000000 Penalty: 3093.936279
	Iteration 0F: 2 clusters Score -3.079582e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130750 members 
Mstep: Class 2 contains 131106 members 
Entering Unmasked Estep 
Score: -30630370.000000 Penalty: 6187.872559
	Iteration 0F: 3 clusters Score -3.063037e+07 nChanged 126159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127087 members 
Mstep: Class 2 contains 134769 members 
Entering Unmasked Estep 
Score: -30704496.000000 Penalty: 6187.872559
	Iteration 1F: 3 clusters Score -3.07045e+07 nChanged 6514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125295 members 
Mstep: Class 2 contains 136561 members 
Entering Unmasked Estep 
Score: -30706084.000000 Penalty: 6187.872559
	Iteration 2Q: 3 clusters Score -3.070608e+07 nChanged 7260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122697 members 
Mstep: Class 2 contains 139159 members 
Entering Unmasked Estep 
Score: -30708412.000000 Penalty: 6187.872559
	Iteration 3Q: 3 clusters Score -3.070841e+07 nChanged 8583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119250 members 
Mstep: Class 2 contains 142606 members 
Entering Unmasked Estep 
Score: -30712270.000000 Penalty: 6187.872559
	Iteration 4Q: 3 clusters Score -3.071227e+07 nChanged 10234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114910 members 
Mstep: Class 2 contains 146946 members 
Entering Unmasked Estep 
Score: -30718306.000000 Penalty: 6187.872559
	Iteration 5Q: 3 clusters Score -3.071831e+07 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110017 members 
Mstep: Class 2 contains 151839 members 
Entering Unmasked Estep 
Score: -30727018.000000 Penalty: 6187.872559
	Iteration 6Q: 3 clusters Score -3.072702e+07 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105989 members 
Mstep: Class 2 contains 155867 members 
Entering Unmasked Estep 
Score: -30738464.000000 Penalty: 6187.872559
	Iteration 7F: 3 clusters Score -3.073846e+07 nChanged 17753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104176 members 
Mstep: Class 2 contains 157680 members 
Entering Unmasked Estep 
Score: -30751768.000000 Penalty: 6187.872559
	Iteration 8F: 3 clusters Score -3.075177e+07 nChanged 18329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105379 members 
Mstep: Class 2 contains 156477 members 
Entering Unmasked Estep 
Score: -30764238.000000 Penalty: 6187.872559
	Iteration 9F: 3 clusters Score -3.076424e+07 nChanged 15741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108162 members 
Mstep: Class 2 contains 153694 members 
Entering Unmasked Estep 
Score: -30773450.000000 Penalty: 6187.872559
	Iteration 10F: 3 clusters Score -3.077345e+07 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110791 members 
Mstep: Class 2 contains 151065 members 
Entering Unmasked Estep 
Score: -30777896.000000 Penalty: 6187.872559
	Iteration 11Q: 3 clusters Score -3.07779e+07 nChanged 6840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112819 members 
Mstep: Class 2 contains 149037 members 
Entering Unmasked Estep 
Score: -30779940.000000 Penalty: 6187.872559
	Iteration 12Q: 3 clusters Score -3.077994e+07 nChanged 4739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114314 members 
Mstep: Class 2 contains 147542 members 
Entering Unmasked Estep 
Score: -30781316.000000 Penalty: 6187.872559
	Iteration 13Q: 3 clusters Score -3.078132e+07 nChanged 3889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115505 members 
Mstep: Class 2 contains 146351 members 
Entering Unmasked Estep 
Score: -30782360.000000 Penalty: 6187.872559
	Iteration 14Q: 3 clusters Score -3.078236e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116475 members 
Mstep: Class 2 contains 145381 members 
Entering Unmasked Estep 
Score: -30783366.000000 Penalty: 6187.872559
	Iteration 15Q: 3 clusters Score -3.078337e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117400 members 
Mstep: Class 2 contains 144456 members 
Entering Unmasked Estep 
Score: -30784350.000000 Penalty: 6187.872559
	Iteration 16Q: 3 clusters Score -3.078435e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118215 members 
Mstep: Class 2 contains 143641 members 
Entering Unmasked Estep 
Score: -30784988.000000 Penalty: 6187.872559
	Iteration 17Q: 3 clusters Score -3.078499e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119030 members 
Mstep: Class 2 contains 142826 members 
Entering Unmasked Estep 
Score: -30785852.000000 Penalty: 6187.872559
	Iteration 18Q: 3 clusters Score -3.078585e+07 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119702 members 
Mstep: Class 2 contains 142154 members 
Entering Unmasked Estep 
Score: -30786550.000000 Penalty: 6187.872559
	Iteration 19Q: 3 clusters Score -3.078655e+07 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120343 members 
Mstep: Class 2 contains 141513 members 
Entering Unmasked Estep 
Score: -30786944.000000 Penalty: 6187.872559
	Iteration 20F: 3 clusters Score -3.078694e+07 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120890 members 
Mstep: Class 2 contains 140966 members 
Entering Unmasked Estep 
Score: -30787252.000000 Penalty: 6187.872559
	Iteration 21Q: 3 clusters Score -3.078725e+07 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121349 members 
Mstep: Class 2 contains 140507 members 
Entering Unmasked Estep 
Score: -30787620.000000 Penalty: 6187.872559
	Iteration 22Q: 3 clusters Score -3.078762e+07 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121690 members 
Mstep: Class 2 contains 140166 members 
Entering Unmasked Estep 
Score: -30787736.000000 Penalty: 6187.872559
	Iteration 23Q: 3 clusters Score -3.078774e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122018 members 
Mstep: Class 2 contains 139838 members 
Entering Unmasked Estep 
Score: -30787770.000000 Penalty: 6187.872559
	Iteration 24Q: 3 clusters Score -3.078777e+07 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122362 members 
Mstep: Class 2 contains 139494 members 
Entering Unmasked Estep 
Score: -30787916.000000 Penalty: 6187.872559
	Iteration 25Q: 3 clusters Score -3.078792e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122644 members 
Mstep: Class 2 contains 139212 members 
Entering Unmasked Estep 
Score: -30788078.000000 Penalty: 6187.872559
	Iteration 26Q: 3 clusters Score -3.078808e+07 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122940 members 
Mstep: Class 2 contains 138916 members 
Entering Unmasked Estep 
Score: -30788182.000000 Penalty: 6187.872559
	Iteration 27Q: 3 clusters Score -3.078818e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123153 members 
Mstep: Class 2 contains 138703 members 
Entering Unmasked Estep 
Score: -30788208.000000 Penalty: 6187.872559
	Iteration 28Q: 3 clusters Score -3.078821e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123268 members 
Mstep: Class 2 contains 138588 members 
Entering Unmasked Estep 
Score: -30788172.000000 Penalty: 6187.872559
	Iteration 29Q: 3 clusters Score -3.078817e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123365 members 
Mstep: Class 2 contains 138491 members 
Entering Unmasked Estep 
Score: -30788122.000000 Penalty: 6187.872559
	Iteration 30Q: 3 clusters Score -3.078812e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123461 members 
Mstep: Class 2 contains 138395 members 
Entering Unmasked Estep 
Score: -30788190.000000 Penalty: 6187.872559
	Iteration 31Q: 3 clusters Score -3.078819e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123528 members 
Mstep: Class 2 contains 138328 members 
Entering Unmasked Estep 
Score: -30788158.000000 Penalty: 6187.872559
	Iteration 32Q: 3 clusters Score -3.078816e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123564 members 
Mstep: Class 2 contains 138292 members 
Entering Unmasked Estep 
Score: -30788040.000000 Penalty: 6187.872559
	Iteration 33Q: 3 clusters Score -3.078804e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123613 members 
Mstep: Class 2 contains 138243 members 
Entering Unmasked Estep 
Score: -30788036.000000 Penalty: 6187.872559
	Iteration 34Q: 3 clusters Score -3.078804e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123654 members 
Mstep: Class 2 contains 138202 members 
Entering Unmasked Estep 
Score: -30788060.000000 Penalty: 6187.872559
	Iteration 35Q: 3 clusters Score -3.078806e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123668 members 
Mstep: Class 2 contains 138188 members 
Entering Unmasked Estep 
Score: -30788100.000000 Penalty: 6187.872559
	Iteration 36Q: 3 clusters Score -3.07881e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123674 members 
Mstep: Class 2 contains 138182 members 
Entering Unmasked Estep 
Score: -30788116.000000 Penalty: 6187.872559
	Iteration 37Q: 3 clusters Score -3.078812e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123708 members 
Mstep: Class 2 contains 138148 members 
Entering Unmasked Estep 
Score: -30788128.000000 Penalty: 6187.872559
	Iteration 38Q: 3 clusters Score -3.078813e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123769 members 
Mstep: Class 2 contains 138087 members 
Entering Unmasked Estep 
Score: -30788158.000000 Penalty: 6187.872559
	Iteration 39Q: 3 clusters Score -3.078816e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123812 members 
Mstep: Class 2 contains 138044 members 
Entering Unmasked Estep 
Score: -30788152.000000 Penalty: 6187.872559
	Iteration 40F: 3 clusters Score -3.078815e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123856 members 
Mstep: Class 2 contains 138000 members 
Entering Unmasked Estep 
Score: -30788164.000000 Penalty: 6187.872559
	Iteration 41Q: 3 clusters Score -3.078816e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123888 members 
Mstep: Class 2 contains 137968 members 
Entering Unmasked Estep 
Score: -30788180.000000 Penalty: 6187.872559
	Iteration 42Q: 3 clusters Score -3.078818e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123919 members 
Mstep: Class 2 contains 137937 members 
Entering Unmasked Estep 
Score: -30788182.000000 Penalty: 6187.872559
	Iteration 43Q: 3 clusters Score -3.078818e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123956 members 
Mstep: Class 2 contains 137900 members 
Entering Unmasked Estep 
Score: -30788170.000000 Penalty: 6187.872559
	Iteration 44Q: 3 clusters Score -3.078817e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123971 members 
Mstep: Class 2 contains 137885 members 
Entering Unmasked Estep 
Score: -30788134.000000 Penalty: 6187.872559
	Iteration 45Q: 3 clusters Score -3.078813e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123991 members 
Mstep: Class 2 contains 137865 members 
Entering Unmasked Estep 
Score: -30788144.000000 Penalty: 6187.872559
	Iteration 46Q: 3 clusters Score -3.078814e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124055 members 
Mstep: Class 2 contains 137801 members 
Entering Unmasked Estep 
Score: -30788128.000000 Penalty: 6187.872559
	Iteration 47Q: 3 clusters Score -3.078813e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124103 members 
Mstep: Class 2 contains 137753 members 
Entering Unmasked Estep 
Score: -30788118.000000 Penalty: 6187.872559
	Iteration 48Q: 3 clusters Score -3.078812e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124148 members 
Mstep: Class 2 contains 137708 members 
Entering Unmasked Estep 
Score: -30788126.000000 Penalty: 6187.872559
	Iteration 49Q: 3 clusters Score -3.078813e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124185 members 
Mstep: Class 2 contains 137671 members 
Entering Unmasked Estep 
Score: -30788110.000000 Penalty: 6187.872559
	Iteration 50Q: 3 clusters Score -3.078811e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124245 members 
Mstep: Class 2 contains 137611 members 
Entering Unmasked Estep 
Score: -30788132.000000 Penalty: 6187.872559
	Iteration 51Q: 3 clusters Score -3.078813e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124286 members 
Mstep: Class 2 contains 137570 members 
Entering Unmasked Estep 
Score: -30788150.000000 Penalty: 6187.872559
	Iteration 52Q: 3 clusters Score -3.078815e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124355 members 
Mstep: Class 2 contains 137501 members 
Entering Unmasked Estep 
Score: -30788150.000000 Penalty: 6187.872559
	Iteration 53Q: 3 clusters Score -3.078815e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124428 members 
Mstep: Class 2 contains 137428 members 
Entering Unmasked Estep 
Score: -30788188.000000 Penalty: 6187.872559
	Iteration 54Q: 3 clusters Score -3.078819e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124500 members 
Mstep: Class 2 contains 137356 members 
Entering Unmasked Estep 
Score: -30788194.000000 Penalty: 6187.872559
	Iteration 55Q: 3 clusters Score -3.078819e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124545 members 
Mstep: Class 2 contains 137311 members 
Entering Unmasked Estep 
Score: -30788194.000000 Penalty: 6187.872559
	Iteration 56Q: 3 clusters Score -3.078819e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124591 members 
Mstep: Class 2 contains 137265 members 
Entering Unmasked Estep 
Score: -30788194.000000 Penalty: 6187.872559
	Iteration 57Q: 3 clusters Score -3.078819e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124636 members 
Mstep: Class 2 contains 137220 members 
Entering Unmasked Estep 
Score: -30788212.000000 Penalty: 6187.872559
	Iteration 58Q: 3 clusters Score -3.078821e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124659 members 
Mstep: Class 2 contains 137197 members 
Entering Unmasked Estep 
Score: -30788198.000000 Penalty: 6187.872559
	Iteration 59Q: 3 clusters Score -3.07882e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124688 members 
Mstep: Class 2 contains 137168 members 
Entering Unmasked Estep 
Score: -30788208.000000 Penalty: 6187.872559
	Iteration 60F: 3 clusters Score -3.078821e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124721 members 
Mstep: Class 2 contains 137135 members 
Entering Unmasked Estep 
Score: -30788204.000000 Penalty: 6187.872559
	Iteration 61Q: 3 clusters Score -3.07882e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124753 members 
Mstep: Class 2 contains 137103 members 
Entering Unmasked Estep 
Score: -30788244.000000 Penalty: 6187.872559
	Iteration 62Q: 3 clusters Score -3.078824e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124784 members 
Mstep: Class 2 contains 137072 members 
Entering Unmasked Estep 
Score: -30788222.000000 Penalty: 6187.872559
	Iteration 63Q: 3 clusters Score -3.078822e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124803 members 
Mstep: Class 2 contains 137053 members 
Entering Unmasked Estep 
Score: -30788204.000000 Penalty: 6187.872559
	Iteration 64Q: 3 clusters Score -3.07882e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124834 members 
Mstep: Class 2 contains 137022 members 
Entering Unmasked Estep 
Score: -30788190.000000 Penalty: 6187.872559
	Iteration 65Q: 3 clusters Score -3.078819e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124859 members 
Mstep: Class 2 contains 136997 members 
Entering Unmasked Estep 
Score: -30788190.000000 Penalty: 6187.872559
	Iteration 66Q: 3 clusters Score -3.078819e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124883 members 
Mstep: Class 2 contains 136973 members 
Entering Unmasked Estep 
Score: -30788216.000000 Penalty: 6187.872559
	Iteration 67Q: 3 clusters Score -3.078822e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124923 members 
Mstep: Class 2 contains 136933 members 
Entering Unmasked Estep 
Score: -30788208.000000 Penalty: 6187.872559
	Iteration 68Q: 3 clusters Score -3.078821e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124955 members 
Mstep: Class 2 contains 136901 members 
Entering Unmasked Estep 
Score: -30788196.000000 Penalty: 6187.872559
	Iteration 69Q: 3 clusters Score -3.07882e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124999 members 
Mstep: Class 2 contains 136857 members 
Entering Unmasked Estep 
Score: -30788162.000000 Penalty: 6187.872559
	Iteration 70Q: 3 clusters Score -3.078816e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125041 members 
Mstep: Class 2 contains 136815 members 
Entering Unmasked Estep 
Score: -30788148.000000 Penalty: 6187.872559
	Iteration 71Q: 3 clusters Score -3.078815e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125110 members 
Mstep: Class 2 contains 136746 members 
Entering Unmasked Estep 
Score: -30788166.000000 Penalty: 6187.872559
	Iteration 72Q: 3 clusters Score -3.078817e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125206 members 
Mstep: Class 2 contains 136650 members 
Entering Unmasked Estep 
Score: -30788192.000000 Penalty: 6187.872559
	Iteration 73Q: 3 clusters Score -3.078819e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125286 members 
Mstep: Class 2 contains 136570 members 
Entering Unmasked Estep 
Score: -30788206.000000 Penalty: 6187.872559
	Iteration 74Q: 3 clusters Score -3.078821e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125417 members 
Mstep: Class 2 contains 136439 members 
Entering Unmasked Estep 
Score: -30788236.000000 Penalty: 6187.872559
	Iteration 75Q: 3 clusters Score -3.078824e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125554 members 
Mstep: Class 2 contains 136302 members 
Entering Unmasked Estep 
Score: -30788216.000000 Penalty: 6187.872559
	Iteration 76Q: 3 clusters Score -3.078822e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125697 members 
Mstep: Class 2 contains 136159 members 
Entering Unmasked Estep 
Score: -30788248.000000 Penalty: 6187.872559
	Iteration 77Q: 3 clusters Score -3.078825e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125819 members 
Mstep: Class 2 contains 136037 members 
Entering Unmasked Estep 
Score: -30788266.000000 Penalty: 6187.872559
	Iteration 78Q: 3 clusters Score -3.078827e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125979 members 
Mstep: Class 2 contains 135877 members 
Entering Unmasked Estep 
Score: -30788250.000000 Penalty: 6187.872559
	Iteration 79Q: 3 clusters Score -3.078825e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126181 members 
Mstep: Class 2 contains 135675 members 
Entering Unmasked Estep 
Score: -30788216.000000 Penalty: 6187.872559
	Iteration 80F: 3 clusters Score -3.078822e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126376 members 
Mstep: Class 2 contains 135480 members 
Entering Unmasked Estep 
Score: -30788240.000000 Penalty: 6187.872559
	Iteration 81Q: 3 clusters Score -3.078824e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126564 members 
Mstep: Class 2 contains 135292 members 
Entering Unmasked Estep 
Score: -30788236.000000 Penalty: 6187.872559
	Iteration 82Q: 3 clusters Score -3.078824e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126758 members 
Mstep: Class 2 contains 135098 members 
Entering Unmasked Estep 
Score: -30788240.000000 Penalty: 6187.872559
	Iteration 83Q: 3 clusters Score -3.078824e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126935 members 
Mstep: Class 2 contains 134921 members 
Entering Unmasked Estep 
Score: -30788222.000000 Penalty: 6187.872559
	Iteration 84Q: 3 clusters Score -3.078822e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127096 members 
Mstep: Class 2 contains 134760 members 
Entering Unmasked Estep 
Score: -30788206.000000 Penalty: 6187.872559
	Iteration 85Q: 3 clusters Score -3.078821e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127304 members 
Mstep: Class 2 contains 134552 members 
Entering Unmasked Estep 
Score: -30788222.000000 Penalty: 6187.872559
	Iteration 86Q: 3 clusters Score -3.078822e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127461 members 
Mstep: Class 2 contains 134395 members 
Entering Unmasked Estep 
Score: -30788214.000000 Penalty: 6187.872559
	Iteration 87Q: 3 clusters Score -3.078821e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127648 members 
Mstep: Class 2 contains 134208 members 
Entering Unmasked Estep 
Score: -30788240.000000 Penalty: 6187.872559
	Iteration 88Q: 3 clusters Score -3.078824e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127843 members 
Mstep: Class 2 contains 134013 members 
Entering Unmasked Estep 
Score: -30788214.000000 Penalty: 6187.872559
	Iteration 89Q: 3 clusters Score -3.078821e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128122 members 
Mstep: Class 2 contains 133734 members 
Entering Unmasked Estep 
Score: -30788278.000000 Penalty: 6187.872559
	Iteration 90Q: 3 clusters Score -3.078828e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128369 members 
Mstep: Class 2 contains 133487 members 
Entering Unmasked Estep 
Score: -30788270.000000 Penalty: 6187.872559
	Iteration 91Q: 3 clusters Score -3.078827e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128698 members 
Mstep: Class 2 contains 133158 members 
Entering Unmasked Estep 
Score: -30788200.000000 Penalty: 6187.872559
	Iteration 92Q: 3 clusters Score -3.07882e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128997 members 
Mstep: Class 2 contains 132859 members 
Entering Unmasked Estep 
Score: -30788236.000000 Penalty: 6187.872559
	Iteration 93Q: 3 clusters Score -3.078824e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129339 members 
Mstep: Class 2 contains 132517 members 
Entering Unmasked Estep 
Score: -30788278.000000 Penalty: 6187.872559
	Iteration 94Q: 3 clusters Score -3.078828e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129652 members 
Mstep: Class 2 contains 132204 members 
Entering Unmasked Estep 
Score: -30788268.000000 Penalty: 6187.872559
	Iteration 95Q: 3 clusters Score -3.078827e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129955 members 
Mstep: Class 2 contains 131901 members 
Entering Unmasked Estep 
Score: -30788332.000000 Penalty: 6187.872559
	Iteration 96Q: 3 clusters Score -3.078833e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130268 members 
Mstep: Class 2 contains 131588 members 
Entering Unmasked Estep 
Score: -30788388.000000 Penalty: 6187.872559
	Iteration 97Q: 3 clusters Score -3.078839e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130577 members 
Mstep: Class 2 contains 131279 members 
Entering Unmasked Estep 
Score: -30788458.000000 Penalty: 6187.872559
	Iteration 98Q: 3 clusters Score -3.078846e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130897 members 
Mstep: Class 2 contains 130959 members 
Entering Unmasked Estep 
Score: -30788422.000000 Penalty: 6187.872559
	Iteration 99Q: 3 clusters Score -3.078842e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131162 members 
Mstep: Class 2 contains 130694 members 
Entering Unmasked Estep 
Score: -30788368.000000 Penalty: 6187.872559
	Iteration 100F: 3 clusters Score -3.078837e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131472 members 
Mstep: Class 2 contains 130384 members 
Entering Unmasked Estep 
Score: -30788282.000000 Penalty: 6187.872559
	Iteration 101Q: 3 clusters Score -3.078828e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131860 members 
Mstep: Class 2 contains 129996 members 
Entering Unmasked Estep 
Score: -30788274.000000 Penalty: 6187.872559
	Iteration 102Q: 3 clusters Score -3.078827e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132199 members 
Mstep: Class 2 contains 129657 members 
Entering Unmasked Estep 
Score: -30788262.000000 Penalty: 6187.872559
	Iteration 103Q: 3 clusters Score -3.078826e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132594 members 
Mstep: Class 2 contains 129262 members 
Entering Unmasked Estep 
Score: -30788308.000000 Penalty: 6187.872559
	Iteration 104Q: 3 clusters Score -3.078831e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133012 members 
Mstep: Class 2 contains 128844 members 
Entering Unmasked Estep 
Score: -30788370.000000 Penalty: 6187.872559
	Iteration 105Q: 3 clusters Score -3.078837e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133434 members 
Mstep: Class 2 contains 128422 members 
Entering Unmasked Estep 
Score: -30788438.000000 Penalty: 6187.872559
	Iteration 106Q: 3 clusters Score -3.078844e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133896 members 
Mstep: Class 2 contains 127960 members 
Entering Unmasked Estep 
Score: -30788404.000000 Penalty: 6187.872559
	Iteration 107Q: 3 clusters Score -3.07884e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134415 members 
Mstep: Class 2 contains 127441 members 
Entering Unmasked Estep 
Score: -30788442.000000 Penalty: 6187.872559
	Iteration 108Q: 3 clusters Score -3.078844e+07 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134854 members 
Mstep: Class 2 contains 127002 members 
Entering Unmasked Estep 
Score: -30788452.000000 Penalty: 6187.872559
	Iteration 109Q: 3 clusters Score -3.078845e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135317 members 
Mstep: Class 2 contains 126539 members 
Entering Unmasked Estep 
Score: -30788448.000000 Penalty: 6187.872559
	Iteration 110Q: 3 clusters Score -3.078845e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135830 members 
Mstep: Class 2 contains 126026 members 
Entering Unmasked Estep 
Score: -30788448.000000 Penalty: 6187.872559
	Iteration 111Q: 3 clusters Score -3.078845e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136378 members 
Mstep: Class 2 contains 125478 members 
Entering Unmasked Estep 
Score: -30788454.000000 Penalty: 6187.872559
	Iteration 112Q: 3 clusters Score -3.078845e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136959 members 
Mstep: Class 2 contains 124897 members 
Entering Unmasked Estep 
Score: -30788440.000000 Penalty: 6187.872559
	Iteration 113Q: 3 clusters Score -3.078844e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137551 members 
Mstep: Class 2 contains 124305 members 
Entering Unmasked Estep 
Score: -30788462.000000 Penalty: 6187.872559
	Iteration 114Q: 3 clusters Score -3.078846e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138182 members 
Mstep: Class 2 contains 123674 members 
Entering Unmasked Estep 
Score: -30788516.000000 Penalty: 6187.872559
	Iteration 115Q: 3 clusters Score -3.078852e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138846 members 
Mstep: Class 2 contains 123010 members 
Entering Unmasked Estep 
Score: -30788530.000000 Penalty: 6187.872559
	Iteration 116Q: 3 clusters Score -3.078853e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139506 members 
Mstep: Class 2 contains 122350 members 
Entering Unmasked Estep 
Score: -30788634.000000 Penalty: 6187.872559
	Iteration 117Q: 3 clusters Score -3.078863e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140186 members 
Mstep: Class 2 contains 121670 members 
Entering Unmasked Estep 
Score: -30788666.000000 Penalty: 6187.872559
	Iteration 118Q: 3 clusters Score -3.078867e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140892 members 
Mstep: Class 2 contains 120964 members 
Entering Unmasked Estep 
Score: -30788626.000000 Penalty: 6187.872559
	Iteration 119Q: 3 clusters Score -3.078863e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141590 members 
Mstep: Class 2 contains 120266 members 
Entering Unmasked Estep 
Score: -30788740.000000 Penalty: 6187.872559
	Iteration 120F: 3 clusters Score -3.078874e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142273 members 
Mstep: Class 2 contains 119583 members 
Entering Unmasked Estep 
Score: -30788692.000000 Penalty: 6187.872559
	Iteration 121Q: 3 clusters Score -3.078869e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142952 members 
Mstep: Class 2 contains 118904 members 
Entering Unmasked Estep 
Score: -30788744.000000 Penalty: 6187.872559
	Iteration 122Q: 3 clusters Score -3.078874e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143588 members 
Mstep: Class 2 contains 118268 members 
Entering Unmasked Estep 
Score: -30788808.000000 Penalty: 6187.872559
	Iteration 123Q: 3 clusters Score -3.078881e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144200 members 
Mstep: Class 2 contains 117656 members 
Entering Unmasked Estep 
Score: -30788816.000000 Penalty: 6187.872559
	Iteration 124Q: 3 clusters Score -3.078882e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144854 members 
Mstep: Class 2 contains 117002 members 
Entering Unmasked Estep 
Score: -30788918.000000 Penalty: 6187.872559
	Iteration 125Q: 3 clusters Score -3.078892e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145419 members 
Mstep: Class 2 contains 116437 members 
Entering Unmasked Estep 
Score: -30788914.000000 Penalty: 6187.872559
	Iteration 126Q: 3 clusters Score -3.078891e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146000 members 
Mstep: Class 2 contains 115856 members 
Entering Unmasked Estep 
Score: -30788888.000000 Penalty: 6187.872559
	Iteration 127Q: 3 clusters Score -3.078889e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146569 members 
Mstep: Class 2 contains 115287 members 
Entering Unmasked Estep 
Score: -30788994.000000 Penalty: 6187.872559
	Iteration 128Q: 3 clusters Score -3.078899e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147270 members 
Mstep: Class 2 contains 114586 members 
Entering Unmasked Estep 
Score: -30789120.000000 Penalty: 6187.872559
	Iteration 129Q: 3 clusters Score -3.078912e+07 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148069 members 
Mstep: Class 2 contains 113787 members 
Entering Unmasked Estep 
Score: -30789164.000000 Penalty: 6187.872559
	Iteration 130Q: 3 clusters Score -3.078916e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148950 members 
Mstep: Class 2 contains 112906 members 
Entering Unmasked Estep 
Score: -30789256.000000 Penalty: 6187.872559
	Iteration 131Q: 3 clusters Score -3.078926e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149933 members 
Mstep: Class 2 contains 111923 members 
Entering Unmasked Estep 
Score: -30789294.000000 Penalty: 6187.872559
	Iteration 132Q: 3 clusters Score -3.078929e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151152 members 
Mstep: Class 2 contains 110704 members 
Entering Unmasked Estep 
Score: -30789532.000000 Penalty: 6187.872559
	Iteration 133Q: 3 clusters Score -3.078953e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152619 members 
Mstep: Class 2 contains 109237 members 
Entering Unmasked Estep 
Score: -30789808.000000 Penalty: 6187.872559
	Iteration 134Q: 3 clusters Score -3.078981e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154582 members 
Mstep: Class 2 contains 107274 members 
Entering Unmasked Estep 
Score: -30790018.000000 Penalty: 6187.872559
	Iteration 135Q: 3 clusters Score -3.079002e+07 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156828 members 
Mstep: Class 2 contains 105028 members 
Entering Unmasked Estep 
Score: -30790204.000000 Penalty: 6187.872559
	Iteration 136Q: 3 clusters Score -3.07902e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159702 members 
Mstep: Class 2 contains 102154 members 
Entering Unmasked Estep 
Score: -30790322.000000 Penalty: 6187.872559
	Iteration 137Q: 3 clusters Score -3.079032e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163270 members 
Mstep: Class 2 contains 98586 members 
Entering Unmasked Estep 
Score: -30790314.000000 Penalty: 6187.872559
	Iteration 138Q: 3 clusters Score -3.079031e+07 nChanged 4116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167386 members 
Mstep: Class 2 contains 94470 members 
Entering Unmasked Estep 
Score: -30790202.000000 Penalty: 6187.872559
	Iteration 139Q: 3 clusters Score -3.07902e+07 nChanged 4707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172093 members 
Mstep: Class 2 contains 89763 members 
Entering Unmasked Estep 
Score: -30790276.000000 Penalty: 6187.872559
	Iteration 140F: 3 clusters Score -3.079028e+07 nChanged 5332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177425 members 
Mstep: Class 2 contains 84431 members 
Entering Unmasked Estep 
Score: -30790216.000000 Penalty: 6187.872559
	Iteration 141Q: 3 clusters Score -3.079022e+07 nChanged 6454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183879 members 
Mstep: Class 2 contains 77977 members 
Entering Unmasked Estep 
Score: -30790296.000000 Penalty: 6187.872559
	Iteration 142Q: 3 clusters Score -3.07903e+07 nChanged 7404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191283 members 
Mstep: Class 2 contains 70573 members 
Entering Unmasked Estep 
Score: -30790368.000000 Penalty: 6187.872559
	Iteration 143Q: 3 clusters Score -3.079037e+07 nChanged 8244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199527 members 
Mstep: Class 2 contains 62329 members 
Entering Unmasked Estep 
Score: -30791052.000000 Penalty: 6187.872559
	Iteration 144Q: 3 clusters Score -3.079105e+07 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208081 members 
Mstep: Class 2 contains 53775 members 
Entering Unmasked Estep 
Score: -30791598.000000 Penalty: 6187.872559
	Iteration 145Q: 3 clusters Score -3.07916e+07 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216751 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -30792204.000000 Penalty: 6187.872559
	Iteration 146Q: 3 clusters Score -3.07922e+07 nChanged 8318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225069 members 
Mstep: Class 2 contains 36787 members 
Entering Unmasked Estep 
Score: -30792958.000000 Penalty: 6187.872559
	Iteration 147Q: 3 clusters Score -3.079296e+07 nChanged 7451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232520 members 
Mstep: Class 2 contains 29336 members 
Entering Unmasked Estep 
Score: -30793076.000000 Penalty: 6187.872559
	Iteration 148Q: 3 clusters Score -3.079308e+07 nChanged 5565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238085 members 
Mstep: Class 2 contains 23771 members 
Entering Unmasked Estep 
Score: -30792708.000000 Penalty: 6187.872559
	Iteration 149Q: 3 clusters Score -3.079271e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240842 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -30792234.000000 Penalty: 6187.872559
	Iteration 150Q: 3 clusters Score -3.079223e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242153 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -30791854.000000 Penalty: 6187.872559
	Iteration 151Q: 3 clusters Score -3.079185e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242815 members 
Mstep: Class 2 contains 19041 members 
Entering Unmasked Estep 
Score: -30791748.000000 Penalty: 6187.872559
	Iteration 152Q: 3 clusters Score -3.079175e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243176 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -30791690.000000 Penalty: 6187.872559
	Iteration 153Q: 3 clusters Score -3.079169e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243359 members 
Mstep: Class 2 contains 18497 members 
Entering Unmasked Estep 
Score: -30791730.000000 Penalty: 6187.872559
	Iteration 154Q: 3 clusters Score -3.079173e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243462 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -30791652.000000 Penalty: 6187.872559
	Iteration 155Q: 3 clusters Score -3.079165e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243515 members 
Mstep: Class 2 contains 18341 members 
Entering Unmasked Estep 
Score: -30791678.000000 Penalty: 6187.872559
	Iteration 156Q: 3 clusters Score -3.079168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243542 members 
Mstep: Class 2 contains 18314 members 
Entering Unmasked Estep 
Score: -30791652.000000 Penalty: 6187.872559
	Iteration 157Q: 3 clusters Score -3.079165e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243563 members 
Mstep: Class 2 contains 18293 members 
Entering Unmasked Estep 
Score: -30791660.000000 Penalty: 6187.872559
	Iteration 158Q: 3 clusters Score -3.079166e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243573 members 
Mstep: Class 2 contains 18283 members 
Entering Unmasked Estep 
Score: -30791672.000000 Penalty: 6187.872559
	Iteration 159Q: 3 clusters Score -3.079167e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243577 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -30793966.000000 Penalty: 6187.872559
	Iteration 160F: 3 clusters Score -3.079397e+07 nChanged 4647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248224 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -30794210.000000 Penalty: 6187.872559
	Iteration 161Q: 3 clusters Score -3.079421e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251798 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -30794326.000000 Penalty: 6187.872559
	Iteration 162Q: 3 clusters Score -3.079433e+07 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254512 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -30794374.000000 Penalty: 6187.872559
	Iteration 163Q: 3 clusters Score -3.079437e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256458 members 
Mstep: Class 2 contains 5398 members 
Entering Unmasked Estep 
Score: -30794272.000000 Penalty: 6187.872559
	Iteration 164Q: 3 clusters Score -3.079427e+07 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257851 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -30794320.000000 Penalty: 6187.872559
	Iteration 165Q: 3 clusters Score -3.079432e+07 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258842 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -30794230.000000 Penalty: 6187.872559
	Iteration 166Q: 3 clusters Score -3.079423e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259505 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -30794182.000000 Penalty: 6187.872559
	Iteration 167Q: 3 clusters Score -3.079418e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259948 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -30794110.000000 Penalty: 6187.872559
	Iteration 168Q: 3 clusters Score -3.079411e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260232 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -30794148.000000 Penalty: 6187.872559
	Iteration 169Q: 3 clusters Score -3.079415e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260434 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -30794062.000000 Penalty: 6187.872559
	Iteration 170Q: 3 clusters Score -3.079406e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260578 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -30794010.000000 Penalty: 6187.872559
	Iteration 171Q: 3 clusters Score -3.079401e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260688 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -30793926.000000 Penalty: 6187.872559
	Iteration 172Q: 3 clusters Score -3.079393e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260775 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -30793848.000000 Penalty: 6187.872559
	Iteration 173Q: 3 clusters Score -3.079385e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260847 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -30793842.000000 Penalty: 6187.872559
	Iteration 174Q: 3 clusters Score -3.079384e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260889 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -30793860.000000 Penalty: 6187.872559
	Iteration 175Q: 3 clusters Score -3.079386e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260919 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -30793874.000000 Penalty: 6187.872559
	Iteration 176Q: 3 clusters Score -3.079387e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260951 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -30793872.000000 Penalty: 6187.872559
	Iteration 177Q: 3 clusters Score -3.079387e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260972 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -30793862.000000 Penalty: 6187.872559
	Iteration 178Q: 3 clusters Score -3.079386e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260989 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -30793834.000000 Penalty: 6187.872559
	Iteration 179Q: 3 clusters Score -3.079383e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261005 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -30793814.000000 Penalty: 6187.872559
	Iteration 180F: 3 clusters Score -3.079381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261013 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -30793822.000000 Penalty: 6187.872559
	Iteration 181Q: 3 clusters Score -3.079382e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261020 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -30793810.000000 Penalty: 6187.872559
	Iteration 182Q: 3 clusters Score -3.079381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261028 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -30793792.000000 Penalty: 6187.872559
	Iteration 183Q: 3 clusters Score -3.079379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261037 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -30793792.000000 Penalty: 6187.872559
	Iteration 184Q: 3 clusters Score -3.079379e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261042 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -30793774.000000 Penalty: 6187.872559
	Iteration 185Q: 3 clusters Score -3.079377e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261050 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -30793786.000000 Penalty: 6187.872559
	Iteration 186Q: 3 clusters Score -3.079379e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261058 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -30793810.000000 Penalty: 6187.872559
	Iteration 187Q: 3 clusters Score -3.079381e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261064 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -30793786.000000 Penalty: 6187.872559
	Iteration 188Q: 3 clusters Score -3.079379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261070 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -30793800.000000 Penalty: 6187.872559
	Iteration 189Q: 3 clusters Score -3.07938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261074 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -30793798.000000 Penalty: 6187.872559
	Iteration 190Q: 3 clusters Score -3.07938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261074 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -30793802.000000 Penalty: 6187.872559
	Iteration 191Q: 3 clusters Score -3.07938e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261075 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -30793800.000000 Penalty: 6187.872559
	Iteration 192Q: 3 clusters Score -3.07938e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261077 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -30793794.000000 Penalty: 6187.872559
	Iteration 193Q: 3 clusters Score -3.079379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261079 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -30793798.000000 Penalty: 6187.872559
	Iteration 194Q: 3 clusters Score -3.07938e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261083 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -30793790.000000 Penalty: 6187.872559
	Iteration 195Q: 3 clusters Score -3.079379e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261089 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -30793784.000000 Penalty: 6187.872559
	Iteration 196Q: 3 clusters Score -3.079378e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261090 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -30793776.000000 Penalty: 6187.872559
	Iteration 197Q: 3 clusters Score -3.079378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261091 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -30793782.000000 Penalty: 6187.872559
	Iteration 198Q: 3 clusters Score -3.079378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261092 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -30793782.000000 Penalty: 6187.872559
	Iteration 199Q: 3 clusters Score -3.079378e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261093 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -30793790.000000 Penalty: 6187.872559
	Iteration 200F: 3 clusters Score -3.079379e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261094 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -30793770.000000 Penalty: 6187.872559
	Iteration 201Q: 3 clusters Score -3.079377e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261095 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -30793788.000000 Penalty: 6187.872559
	Iteration 202Q: 3 clusters Score -3.079379e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261096 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -30793788.000000 Penalty: 6187.872559
	Iteration 203Q: 3 clusters Score -3.079379e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261098 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -30793774.000000 Penalty: 6187.872559
	Iteration 204Q: 3 clusters Score -3.079377e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261100 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -30793778.000000 Penalty: 6187.872559
	Iteration 205Q: 3 clusters Score -3.079378e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261100 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -30793778.000000 Penalty: 6187.872559
	Iteration 206F: 3 clusters Score -3.079378e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Entering Unmasked Estep 
Score: -1211208.125000 Penalty: 2305.377197
	Iteration 0F: 2 clusters Score -1211208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5413 members 
Mstep: Class 2 contains 5480 members 
Entering Unmasked Estep 
Score: -1203053.000000 Penalty: 4610.754395
	Iteration 0F: 3 clusters Score -1203053 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -1205463.125000 Penalty: 4610.754395
	Iteration 1F: 3 clusters Score -1205463 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1205837.750000 Penalty: 4610.754395
	Iteration 2F: 3 clusters Score -1205838 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1206206.375000 Penalty: 4610.754395
	Iteration 3F: 3 clusters Score -1206206 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5695 members 
Entering Unmasked Estep 
Score: -1206527.125000 Penalty: 4610.754395
	Iteration 4F: 3 clusters Score -1206527 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 5681 members 
Entering Unmasked Estep 
Score: -1206842.625000 Penalty: 4610.754395
	Iteration 5Q: 3 clusters Score -1206843 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -1207146.875000 Penalty: 4610.754395
	Iteration 6Q: 3 clusters Score -1207147 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5318 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -1207395.000000 Penalty: 4610.754395
	Iteration 7Q: 3 clusters Score -1207395 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1207611.750000 Penalty: 4610.754395
	Iteration 8Q: 3 clusters Score -1207612 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5447 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1207812.125000 Penalty: 4610.754395
	Iteration 9Q: 3 clusters Score -1207812 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -1207973.500000 Penalty: 4610.754395
	Iteration 10Q: 3 clusters Score -1207974 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1208097.250000 Penalty: 4610.754395
	Iteration 11Q: 3 clusters Score -1208097 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 5191 members 
Entering Unmasked Estep 
Score: -1208225.500000 Penalty: 4610.754395
	Iteration 12Q: 3 clusters Score -1208226 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1208330.375000 Penalty: 4610.754395
	Iteration 13Q: 3 clusters Score -1208330 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 4918 members 
Entering Unmasked Estep 
Score: -1208425.500000 Penalty: 4610.754395
	Iteration 14Q: 3 clusters Score -1208426 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -1208491.000000 Penalty: 4610.754395
	Iteration 15Q: 3 clusters Score -1208491 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6224 members 
Mstep: Class 2 contains 4669 members 
Entering Unmasked Estep 
Score: -1208544.125000 Penalty: 4610.754395
	Iteration 16Q: 3 clusters Score -1208544 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -1208597.500000 Penalty: 4610.754395
	Iteration 17Q: 3 clusters Score -1208598 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6459 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -1208646.750000 Penalty: 4610.754395
	Iteration 18Q: 3 clusters Score -1208647 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1208686.375000 Penalty: 4610.754395
	Iteration 19Q: 3 clusters Score -1208686 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -1208724.500000 Penalty: 4610.754395
	Iteration 20F: 3 clusters Score -1208724 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -1208755.375000 Penalty: 4610.754395
	Iteration 21Q: 3 clusters Score -1208755 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -1208781.875000 Penalty: 4610.754395
	Iteration 22Q: 3 clusters Score -1208782 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1208810.750000 Penalty: 4610.754395
	Iteration 23Q: 3 clusters Score -1208811 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1208844.500000 Penalty: 4610.754395
	Iteration 24Q: 3 clusters Score -1208844 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -1208860.625000 Penalty: 4610.754395
	Iteration 25Q: 3 clusters Score -1208861 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -1208878.375000 Penalty: 4610.754395
	Iteration 26Q: 3 clusters Score -1208878 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1208895.375000 Penalty: 4610.754395
	Iteration 27Q: 3 clusters Score -1208895 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -1208921.625000 Penalty: 4610.754395
	Iteration 28Q: 3 clusters Score -1208922 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1208949.250000 Penalty: 4610.754395
	Iteration 29Q: 3 clusters Score -1208949 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -1208975.000000 Penalty: 4610.754395
	Iteration 30Q: 3 clusters Score -1208975 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -1209009.625000 Penalty: 4610.754395
	Iteration 31Q: 3 clusters Score -1209010 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1209034.625000 Penalty: 4610.754395
	Iteration 32Q: 3 clusters Score -1209035 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1209060.250000 Penalty: 4610.754395
	Iteration 33Q: 3 clusters Score -1209060 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1209092.875000 Penalty: 4610.754395
	Iteration 34Q: 3 clusters Score -1209093 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 2893 members 
Entering Unmasked Estep 
Score: -1209130.125000 Penalty: 4610.754395
	Iteration 35Q: 3 clusters Score -1209130 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8100 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -1209163.250000 Penalty: 4610.754395
	Iteration 36Q: 3 clusters Score -1209163 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -1209194.125000 Penalty: 4610.754395
	Iteration 37Q: 3 clusters Score -1209194 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1209238.125000 Penalty: 4610.754395
	Iteration 38Q: 3 clusters Score -1209238 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -1209278.625000 Penalty: 4610.754395
	Iteration 39Q: 3 clusters Score -1209279 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -1209323.875000 Penalty: 4610.754395
	Iteration 40F: 3 clusters Score -1209324 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1209373.250000 Penalty: 4610.754395
	Iteration 41Q: 3 clusters Score -1209373 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1209424.125000 Penalty: 4610.754395
	Iteration 42Q: 3 clusters Score -1209424 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8795 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1209475.000000 Penalty: 4610.754395
	Iteration 43Q: 3 clusters Score -1209475 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -1209523.375000 Penalty: 4610.754395
	Iteration 44Q: 3 clusters Score -1209523 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1209561.000000 Penalty: 4610.754395
	Iteration 45Q: 3 clusters Score -1209561 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9034 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -1209598.750000 Penalty: 4610.754395
	Iteration 46Q: 3 clusters Score -1209599 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1209630.000000 Penalty: 4610.754395
	Iteration 47Q: 3 clusters Score -1209630 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9148 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1209654.875000 Penalty: 4610.754395
	Iteration 48Q: 3 clusters Score -1209655 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -1209677.250000 Penalty: 4610.754395
	Iteration 49Q: 3 clusters Score -1209677 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1209700.750000 Penalty: 4610.754395
	Iteration 50Q: 3 clusters Score -1209701 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -1209714.125000 Penalty: 4610.754395
	Iteration 51Q: 3 clusters Score -1209714 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -1209717.250000 Penalty: 4610.754395
	Iteration 52Q: 3 clusters Score -1209717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9340 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1209724.375000 Penalty: 4610.754395
	Iteration 53Q: 3 clusters Score -1209724 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -1209729.500000 Penalty: 4610.754395
	Iteration 54Q: 3 clusters Score -1209730 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9364 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -1209727.250000 Penalty: 4610.754395
	Iteration 55Q: 3 clusters Score -1209727 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1209730.875000 Penalty: 4610.754395
	Iteration 56Q: 3 clusters Score -1209731 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1209734.625000 Penalty: 4610.754395
	Iteration 57Q: 3 clusters Score -1209735 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1209740.500000 Penalty: 4610.754395
	Iteration 58Q: 3 clusters Score -1209740 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9408 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -1209742.375000 Penalty: 4610.754395
	Iteration 59Q: 3 clusters Score -1209742 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1209743.375000 Penalty: 4610.754395
	Iteration 60F: 3 clusters Score -1209743 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9423 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1209747.500000 Penalty: 4610.754395
	Iteration 61Q: 3 clusters Score -1209748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -1209746.875000 Penalty: 4610.754395
	Iteration 62Q: 3 clusters Score -1209747 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -1209750.250000 Penalty: 4610.754395
	Iteration 63Q: 3 clusters Score -1209750 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -1209751.625000 Penalty: 4610.754395
	Iteration 64Q: 3 clusters Score -1209752 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9449 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -1209754.750000 Penalty: 4610.754395
	Iteration 65Q: 3 clusters Score -1209755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -1209757.375000 Penalty: 4610.754395
	Iteration 66Q: 3 clusters Score -1209757 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -1209756.875000 Penalty: 4610.754395
	Iteration 67Q: 3 clusters Score -1209757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1209757.500000 Penalty: 4610.754395
	Iteration 68Q: 3 clusters Score -1209758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9468 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -1209759.500000 Penalty: 4610.754395
	Iteration 69Q: 3 clusters Score -1209760 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1209761.500000 Penalty: 4610.754395
	Iteration 70Q: 3 clusters Score -1209762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1209761.750000 Penalty: 4610.754395
	Iteration 71Q: 3 clusters Score -1209762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -1209760.000000 Penalty: 4610.754395
	Iteration 72Q: 3 clusters Score -1209760 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1209761.500000 Penalty: 4610.754395
	Iteration 73Q: 3 clusters Score -1209762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -1209762.000000 Penalty: 4610.754395
	Iteration 74Q: 3 clusters Score -1209762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1209763.250000 Penalty: 4610.754395
	Iteration 75Q: 3 clusters Score -1209763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1209763.250000 Penalty: 4610.754395
	Iteration 76F: 3 clusters Score -1209763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21068 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Entering Unmasked Estep 
Score: -2308636.000000 Penalty: 2468.966553
	Iteration 0F: 2 clusters Score -2308636 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 10592 members 
Entering Unmasked Estep 
Score: -2293920.000000 Penalty: 4937.933105
	Iteration 0F: 3 clusters Score -2293920 nChanged 9346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 10694 members 
Entering Unmasked Estep 
Score: -2299138.500000 Penalty: 4937.933105
	Iteration 1F: 3 clusters Score -2299138 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10341 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -2299689.250000 Penalty: 4937.933105
	Iteration 2F: 3 clusters Score -2299689 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 10746 members 
Entering Unmasked Estep 
Score: -2300226.000000 Penalty: 4937.933105
	Iteration 3F: 3 clusters Score -2300226 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 10773 members 
Entering Unmasked Estep 
Score: -2300783.250000 Penalty: 4937.933105
	Iteration 4F: 3 clusters Score -2300783 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 10761 members 
Entering Unmasked Estep 
Score: -2301345.250000 Penalty: 4937.933105
	Iteration 5F: 3 clusters Score -2301345 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10362 members 
Mstep: Class 2 contains 10706 members 
Entering Unmasked Estep 
Score: -2301892.000000 Penalty: 4937.933105
	Iteration 6Q: 3 clusters Score -2301892 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10429 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -2302364.750000 Penalty: 4937.933105
	Iteration 7Q: 3 clusters Score -2302365 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10510 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2302816.000000 Penalty: 4937.933105
	Iteration 8Q: 3 clusters Score -2302816 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10619 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -2303282.500000 Penalty: 4937.933105
	Iteration 9Q: 3 clusters Score -2303282 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10764 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -2303724.750000 Penalty: 4937.933105
	Iteration 10Q: 3 clusters Score -2303725 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -2304123.750000 Penalty: 4937.933105
	Iteration 11Q: 3 clusters Score -2304124 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 9959 members 
Entering Unmasked Estep 
Score: -2304466.750000 Penalty: 4937.933105
	Iteration 12Q: 3 clusters Score -2304467 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -2304757.000000 Penalty: 4937.933105
	Iteration 13Q: 3 clusters Score -2304757 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -2304998.250000 Penalty: 4937.933105
	Iteration 14Q: 3 clusters Score -2304998 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11740 members 
Mstep: Class 2 contains 9328 members 
Entering Unmasked Estep 
Score: -2305178.750000 Penalty: 4937.933105
	Iteration 15Q: 3 clusters Score -2305179 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 9159 members 
Entering Unmasked Estep 
Score: -2305324.750000 Penalty: 4937.933105
	Iteration 16Q: 3 clusters Score -2305325 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12095 members 
Mstep: Class 2 contains 8973 members 
Entering Unmasked Estep 
Score: -2305466.750000 Penalty: 4937.933105
	Iteration 17Q: 3 clusters Score -2305467 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 8800 members 
Entering Unmasked Estep 
Score: -2305568.000000 Penalty: 4937.933105
	Iteration 18Q: 3 clusters Score -2305568 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12446 members 
Mstep: Class 2 contains 8622 members 
Entering Unmasked Estep 
Score: -2305684.000000 Penalty: 4937.933105
	Iteration 19Q: 3 clusters Score -2305684 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 8474 members 
Entering Unmasked Estep 
Score: -2305782.500000 Penalty: 4937.933105
	Iteration 20F: 3 clusters Score -2305782 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12751 members 
Mstep: Class 2 contains 8317 members 
Entering Unmasked Estep 
Score: -2305851.500000 Penalty: 4937.933105
	Iteration 21Q: 3 clusters Score -2305852 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -2305917.500000 Penalty: 4937.933105
	Iteration 22Q: 3 clusters Score -2305918 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13036 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -2305986.500000 Penalty: 4937.933105
	Iteration 23Q: 3 clusters Score -2305986 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13188 members 
Mstep: Class 2 contains 7880 members 
Entering Unmasked Estep 
Score: -2306065.750000 Penalty: 4937.933105
	Iteration 24Q: 3 clusters Score -2306066 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13354 members 
Mstep: Class 2 contains 7714 members 
Entering Unmasked Estep 
Score: -2306120.000000 Penalty: 4937.933105
	Iteration 25Q: 3 clusters Score -2306120 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -2306177.750000 Penalty: 4937.933105
	Iteration 26Q: 3 clusters Score -2306178 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13649 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -2306226.000000 Penalty: 4937.933105
	Iteration 27Q: 3 clusters Score -2306226 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 7297 members 
Entering Unmasked Estep 
Score: -2306258.250000 Penalty: 4937.933105
	Iteration 28Q: 3 clusters Score -2306258 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 7186 members 
Entering Unmasked Estep 
Score: -2306282.000000 Penalty: 4937.933105
	Iteration 29Q: 3 clusters Score -2306282 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -2306323.000000 Penalty: 4937.933105
	Iteration 30Q: 3 clusters Score -2306323 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14092 members 
Mstep: Class 2 contains 6976 members 
Entering Unmasked Estep 
Score: -2306354.250000 Penalty: 4937.933105
	Iteration 31Q: 3 clusters Score -2306354 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 6890 members 
Entering Unmasked Estep 
Score: -2306368.500000 Penalty: 4937.933105
	Iteration 32Q: 3 clusters Score -2306368 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2306379.250000 Penalty: 4937.933105
	Iteration 33Q: 3 clusters Score -2306379 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 6756 members 
Entering Unmasked Estep 
Score: -2306405.000000 Penalty: 4937.933105
	Iteration 34Q: 3 clusters Score -2306405 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -2306426.500000 Penalty: 4937.933105
	Iteration 35Q: 3 clusters Score -2306426 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 6641 members 
Entering Unmasked Estep 
Score: -2306432.000000 Penalty: 4937.933105
	Iteration 36Q: 3 clusters Score -2306432 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -2306443.250000 Penalty: 4937.933105
	Iteration 37Q: 3 clusters Score -2306443 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -2306446.000000 Penalty: 4937.933105
	Iteration 38Q: 3 clusters Score -2306446 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -2306443.250000 Penalty: 4937.933105
	Iteration 39Q: 3 clusters Score -2306443 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14594 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -2306457.750000 Penalty: 4937.933105
	Iteration 40F: 3 clusters Score -2306458 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14632 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -2306465.750000 Penalty: 4937.933105
	Iteration 41Q: 3 clusters Score -2306466 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -2306475.250000 Penalty: 4937.933105
	Iteration 42Q: 3 clusters Score -2306475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14735 members 
Mstep: Class 2 contains 6333 members 
Entering Unmasked Estep 
Score: -2306485.250000 Penalty: 4937.933105
	Iteration 43Q: 3 clusters Score -2306485 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -2306495.250000 Penalty: 4937.933105
	Iteration 44Q: 3 clusters Score -2306495 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 6229 members 
Entering Unmasked Estep 
Score: -2306501.250000 Penalty: 4937.933105
	Iteration 45Q: 3 clusters Score -2306501 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -2306506.000000 Penalty: 4937.933105
	Iteration 46Q: 3 clusters Score -2306506 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2306506.750000 Penalty: 4937.933105
	Iteration 47Q: 3 clusters Score -2306507 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14970 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -2306515.750000 Penalty: 4937.933105
	Iteration 48Q: 3 clusters Score -2306516 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -2306514.500000 Penalty: 4937.933105
	Iteration 49Q: 3 clusters Score -2306514 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -2306515.750000 Penalty: 4937.933105
	Iteration 50Q: 3 clusters Score -2306516 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15080 members 
Mstep: Class 2 contains 5988 members 
Entering Unmasked Estep 
Score: -2306525.000000 Penalty: 4937.933105
	Iteration 51Q: 3 clusters Score -2306525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 5948 members 
Entering Unmasked Estep 
Score: -2306535.000000 Penalty: 4937.933105
	Iteration 52Q: 3 clusters Score -2306535 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15160 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2306542.500000 Penalty: 4937.933105
	Iteration 53Q: 3 clusters Score -2306542 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -2306543.000000 Penalty: 4937.933105
	Iteration 54Q: 3 clusters Score -2306543 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 5851 members 
Entering Unmasked Estep 
Score: -2306552.000000 Penalty: 4937.933105
	Iteration 55Q: 3 clusters Score -2306552 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -2306551.000000 Penalty: 4937.933105
	Iteration 56Q: 3 clusters Score -2306551 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15268 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -2306550.500000 Penalty: 4937.933105
	Iteration 57Q: 3 clusters Score -2306550 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -2306553.750000 Penalty: 4937.933105
	Iteration 58Q: 3 clusters Score -2306554 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -2306554.750000 Penalty: 4937.933105
	Iteration 59Q: 3 clusters Score -2306555 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15319 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -2306553.250000 Penalty: 4937.933105
	Iteration 60F: 3 clusters Score -2306553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -2306559.000000 Penalty: 4937.933105
	Iteration 61Q: 3 clusters Score -2306559 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -2306558.500000 Penalty: 4937.933105
	Iteration 62Q: 3 clusters Score -2306558 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2306555.750000 Penalty: 4937.933105
	Iteration 63Q: 3 clusters Score -2306556 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15380 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2306556.250000 Penalty: 4937.933105
	Iteration 64Q: 3 clusters Score -2306556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -2306562.000000 Penalty: 4937.933105
	Iteration 65Q: 3 clusters Score -2306562 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -2306568.000000 Penalty: 4937.933105
	Iteration 66Q: 3 clusters Score -2306568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 5670 members 
Entering Unmasked Estep 
Score: -2306567.750000 Penalty: 4937.933105
	Iteration 67Q: 3 clusters Score -2306568 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 5666 members 
Entering Unmasked Estep 
Score: -2306570.750000 Penalty: 4937.933105
	Iteration 68Q: 3 clusters Score -2306571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2306568.750000 Penalty: 4937.933105
	Iteration 69Q: 3 clusters Score -2306569 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15404 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -2306568.750000 Penalty: 4937.933105
	Iteration 70F: 3 clusters Score -2306569 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (73796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73796 members 
Entering Unmasked Estep 
Score: -8745299.000000 Penalty: 2779.846924
	Iteration 0F: 2 clusters Score -8745299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 37093 members 
Entering Unmasked Estep 
Score: -8695881.000000 Penalty: 5559.693848
	Iteration 0F: 3 clusters Score -8695881 nChanged 34610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 39087 members 
Entering Unmasked Estep 
Score: -8715233.000000 Penalty: 5559.693848
	Iteration 1F: 3 clusters Score -8715233 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -8715942.000000 Penalty: 5559.693848
	Iteration 2Q: 3 clusters Score -8715942 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31465 members 
Mstep: Class 2 contains 42331 members 
Entering Unmasked Estep 
Score: -8716878.000000 Penalty: 5559.693848
	Iteration 3Q: 3 clusters Score -8716878 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28667 members 
Mstep: Class 2 contains 45129 members 
Entering Unmasked Estep 
Score: -8718204.000000 Penalty: 5559.693848
	Iteration 4Q: 3 clusters Score -8718204 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24539 members 
Mstep: Class 2 contains 49257 members 
Entering Unmasked Estep 
Score: -8720556.000000 Penalty: 5559.693848
	Iteration 5F: 3 clusters Score -8720556 nChanged 5614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 54789 members 
Entering Unmasked Estep 
Score: -8724691.000000 Penalty: 5559.693848
	Iteration 6F: 3 clusters Score -8724691 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12533 members 
Mstep: Class 2 contains 61263 members 
Entering Unmasked Estep 
Score: -8730540.000000 Penalty: 5559.693848
	Iteration 7F: 3 clusters Score -8730540 nChanged 5977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6574 members 
Mstep: Class 2 contains 67222 members 
Entering Unmasked Estep 
Score: -8736533.000000 Penalty: 5559.693848
	Iteration 8F: 3 clusters Score -8736533 nChanged 3775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 70981 members 
Entering Unmasked Estep 
Score: -8740407.000000 Penalty: 5559.693848
	Iteration 9F: 3 clusters Score -8740407 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 72562 members 
Entering Unmasked Estep 
Score: -8742074.000000 Penalty: 5559.693848
	Iteration 10Q: 3 clusters Score -8742074 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 73012 members 
Entering Unmasked Estep 
Score: -8742612.000000 Penalty: 5559.693848
	Iteration 11Q: 3 clusters Score -8742612 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 73135 members 
Entering Unmasked Estep 
Score: -8742893.000000 Penalty: 5559.693848
	Iteration 12Q: 3 clusters Score -8742893 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 73189 members 
Entering Unmasked Estep 
Score: -8743056.000000 Penalty: 5559.693848
	Iteration 13Q: 3 clusters Score -8743056 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -8743144.000000 Penalty: 5559.693848
	Iteration 14Q: 3 clusters Score -8743144 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 73197 members 
Entering Unmasked Estep 
Score: -8743197.000000 Penalty: 5559.693848
	Iteration 15Q: 3 clusters Score -8743197 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 73184 members 
Entering Unmasked Estep 
Score: -8743224.000000 Penalty: 5559.693848
	Iteration 16Q: 3 clusters Score -8743224 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 73177 members 
Entering Unmasked Estep 
Score: -8743260.000000 Penalty: 5559.693848
	Iteration 17Q: 3 clusters Score -8743260 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 73165 members 
Entering Unmasked Estep 
Score: -8743286.000000 Penalty: 5559.693848
	Iteration 18Q: 3 clusters Score -8743286 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 73161 members 
Entering Unmasked Estep 
Score: -8743306.000000 Penalty: 5559.693848
	Iteration 19Q: 3 clusters Score -8743306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 73157 members 
Entering Unmasked Estep 
Score: -8743313.000000 Penalty: 5559.693848
	Iteration 20F: 3 clusters Score -8743313 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 73159 members 
Entering Unmasked Estep 
Score: -8743317.000000 Penalty: 5559.693848
	Iteration 21Q: 3 clusters Score -8743317 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 73147 members 
Entering Unmasked Estep 
Score: -8743344.000000 Penalty: 5559.693848
	Iteration 22Q: 3 clusters Score -8743344 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 73137 members 
Entering Unmasked Estep 
Score: -8743348.000000 Penalty: 5559.693848
	Iteration 23Q: 3 clusters Score -8743348 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 73129 members 
Entering Unmasked Estep 
Score: -8743355.000000 Penalty: 5559.693848
	Iteration 24Q: 3 clusters Score -8743355 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 73123 members 
Entering Unmasked Estep 
Score: -8743362.000000 Penalty: 5559.693848
	Iteration 25Q: 3 clusters Score -8743362 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 73119 members 
Entering Unmasked Estep 
Score: -8743380.000000 Penalty: 5559.693848
	Iteration 26Q: 3 clusters Score -8743380 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 73109 members 
Entering Unmasked Estep 
Score: -8743396.000000 Penalty: 5559.693848
	Iteration 27Q: 3 clusters Score -8743396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 73099 members 
Entering Unmasked Estep 
Score: -8743393.000000 Penalty: 5559.693848
	Iteration 28Q: 3 clusters Score -8743393 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 73089 members 
Entering Unmasked Estep 
Score: -8743408.000000 Penalty: 5559.693848
	Iteration 29Q: 3 clusters Score -8743408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 73087 members 
Entering Unmasked Estep 
Score: -8743417.000000 Penalty: 5559.693848
	Iteration 30Q: 3 clusters Score -8743417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 73081 members 
Entering Unmasked Estep 
Score: -8743409.000000 Penalty: 5559.693848
	Iteration 31Q: 3 clusters Score -8743409 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 73079 members 
Entering Unmasked Estep 
Score: -8743407.000000 Penalty: 5559.693848
	Iteration 32Q: 3 clusters Score -8743407 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 73076 members 
Entering Unmasked Estep 
Score: -8743408.000000 Penalty: 5559.693848
	Iteration 33Q: 3 clusters Score -8743408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 73075 members 
Entering Unmasked Estep 
Score: -8743412.000000 Penalty: 5559.693848
	Iteration 34Q: 3 clusters Score -8743412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 73075 members 
Entering Unmasked Estep 
Score: -8743412.000000 Penalty: 5559.693848
	Iteration 35Q: 3 clusters Score -8743412 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -8743411.000000 Penalty: 5559.693848
	Iteration 36Q: 3 clusters Score -8743411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -8743412.000000 Penalty: 5559.693848
	Iteration 37Q: 3 clusters Score -8743412 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -8743411.000000 Penalty: 5559.693848
	Iteration 38Q: 3 clusters Score -8743411 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 73072 members 
Entering Unmasked Estep 
Score: -8743420.000000 Penalty: 5559.693848
	Iteration 39Q: 3 clusters Score -8743420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 73071 members 
Entering Unmasked Estep 
Score: -8743426.000000 Penalty: 5559.693848
	Iteration 40F: 3 clusters Score -8743426 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -8743420.000000 Penalty: 5559.693848
	Iteration 41Q: 3 clusters Score -8743420 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 73069 members 
Entering Unmasked Estep 
Score: -8743420.000000 Penalty: 5559.693848
	Iteration 42F: 3 clusters Score -8743420 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (51745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51745 members 
Entering Unmasked Estep 
Score: -6194574.000000 Penalty: 2691.812500
	Iteration 0F: 2 clusters Score -6194574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -6159734.500000 Penalty: 5383.625000
	Iteration 0F: 3 clusters Score -6159734 nChanged 23865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -6172778.000000 Penalty: 5383.625000
	Iteration 1F: 3 clusters Score -6172778 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23915 members 
Mstep: Class 2 contains 27830 members 
Entering Unmasked Estep 
Score: -6173417.500000 Penalty: 5383.625000
	Iteration 2Q: 3 clusters Score -6173418 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 28921 members 
Entering Unmasked Estep 
Score: -6174109.000000 Penalty: 5383.625000
	Iteration 3Q: 3 clusters Score -6174109 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21282 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -6175018.000000 Penalty: 5383.625000
	Iteration 4Q: 3 clusters Score -6175018 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -6176275.000000 Penalty: 5383.625000
	Iteration 5Q: 3 clusters Score -6176275 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16453 members 
Mstep: Class 2 contains 35292 members 
Entering Unmasked Estep 
Score: -6178138.500000 Penalty: 5383.625000
	Iteration 6F: 3 clusters Score -6178138 nChanged 3662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -6180883.000000 Penalty: 5383.625000
	Iteration 7F: 3 clusters Score -6180883 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 42429 members 
Entering Unmasked Estep 
Score: -6184208.000000 Penalty: 5383.625000
	Iteration 8F: 3 clusters Score -6184208 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6105 members 
Mstep: Class 2 contains 45640 members 
Entering Unmasked Estep 
Score: -6187234.000000 Penalty: 5383.625000
	Iteration 9F: 3 clusters Score -6187234 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3674 members 
Mstep: Class 2 contains 48071 members 
Entering Unmasked Estep 
Score: -6189610.000000 Penalty: 5383.625000
	Iteration 10Q: 3 clusters Score -6189610 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -6190984.500000 Penalty: 5383.625000
	Iteration 11Q: 3 clusters Score -6190984 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -6191653.000000 Penalty: 5383.625000
	Iteration 12Q: 3 clusters Score -6191653 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 50615 members 
Entering Unmasked Estep 
Score: -6192020.000000 Penalty: 5383.625000
	Iteration 13Q: 3 clusters Score -6192020 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 50765 members 
Entering Unmasked Estep 
Score: -6192229.500000 Penalty: 5383.625000
	Iteration 14Q: 3 clusters Score -6192230 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 50835 members 
Entering Unmasked Estep 
Score: -6192365.000000 Penalty: 5383.625000
	Iteration 15Q: 3 clusters Score -6192365 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 50877 members 
Entering Unmasked Estep 
Score: -6192447.000000 Penalty: 5383.625000
	Iteration 16Q: 3 clusters Score -6192447 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 50894 members 
Entering Unmasked Estep 
Score: -6192506.000000 Penalty: 5383.625000
	Iteration 17Q: 3 clusters Score -6192506 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -6192528.000000 Penalty: 5383.625000
	Iteration 18Q: 3 clusters Score -6192528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 50919 members 
Entering Unmasked Estep 
Score: -6192564.500000 Penalty: 5383.625000
	Iteration 19Q: 3 clusters Score -6192564 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -6192587.000000 Penalty: 5383.625000
	Iteration 20F: 3 clusters Score -6192587 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -6192598.500000 Penalty: 5383.625000
	Iteration 21Q: 3 clusters Score -6192598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 50950 members 
Entering Unmasked Estep 
Score: -6192602.500000 Penalty: 5383.625000
	Iteration 22Q: 3 clusters Score -6192602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -6192602.000000 Penalty: 5383.625000
	Iteration 23Q: 3 clusters Score -6192602 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 50947 members 
Entering Unmasked Estep 
Score: -6192614.000000 Penalty: 5383.625000
	Iteration 24Q: 3 clusters Score -6192614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 50942 members 
Entering Unmasked Estep 
Score: -6192616.000000 Penalty: 5383.625000
	Iteration 25Q: 3 clusters Score -6192616 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 50944 members 
Entering Unmasked Estep 
Score: -6192624.000000 Penalty: 5383.625000
	Iteration 26Q: 3 clusters Score -6192624 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 50940 members 
Entering Unmasked Estep 
Score: -6192626.500000 Penalty: 5383.625000
	Iteration 27Q: 3 clusters Score -6192626 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -6192630.000000 Penalty: 5383.625000
	Iteration 28Q: 3 clusters Score -6192630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 50938 members 
Entering Unmasked Estep 
Score: -6192624.500000 Penalty: 5383.625000
	Iteration 29Q: 3 clusters Score -6192624 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -6192633.000000 Penalty: 5383.625000
	Iteration 30Q: 3 clusters Score -6192633 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 50935 members 
Entering Unmasked Estep 
Score: -6192632.500000 Penalty: 5383.625000
	Iteration 31Q: 3 clusters Score -6192632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -6192633.000000 Penalty: 5383.625000
	Iteration 32Q: 3 clusters Score -6192633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -6192634.500000 Penalty: 5383.625000
	Iteration 33Q: 3 clusters Score -6192634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 50929 members 
Entering Unmasked Estep 
Score: -6192639.500000 Penalty: 5383.625000
	Iteration 34Q: 3 clusters Score -6192640 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 50931 members 
Entering Unmasked Estep 
Score: -6192634.500000 Penalty: 5383.625000
	Iteration 35Q: 3 clusters Score -6192634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 50933 members 
Entering Unmasked Estep 
Score: -6192644.500000 Penalty: 5383.625000
	Iteration 36Q: 3 clusters Score -6192644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -6192642.000000 Penalty: 5383.625000
	Iteration 37Q: 3 clusters Score -6192642 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 50934 members 
Entering Unmasked Estep 
Score: -6192642.000000 Penalty: 5383.625000
	Iteration 38F: 3 clusters Score -6192642 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Entering Unmasked Estep 
Score: -2470553.750000 Penalty: 2504.259521
	Iteration 0F: 2 clusters Score -2470554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12180 members 
Mstep: Class 2 contains 12110 members 
Entering Unmasked Estep 
Score: -2453687.750000 Penalty: 5008.519043
	Iteration 0F: 3 clusters Score -2453688 nChanged 10864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -2459759.500000 Penalty: 5008.519043
	Iteration 1F: 3 clusters Score -2459760 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -2460421.500000 Penalty: 5008.519043
	Iteration 2F: 3 clusters Score -2460422 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2461117.000000 Penalty: 5008.519043
	Iteration 3F: 3 clusters Score -2461117 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2461770.500000 Penalty: 5008.519043
	Iteration 4F: 3 clusters Score -2461770 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13908 members 
Mstep: Class 2 contains 10382 members 
Entering Unmasked Estep 
Score: -2462368.750000 Penalty: 5008.519043
	Iteration 5F: 3 clusters Score -2462369 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14420 members 
Mstep: Class 2 contains 9870 members 
Entering Unmasked Estep 
Score: -2463058.000000 Penalty: 5008.519043
	Iteration 6Q: 3 clusters Score -2463058 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2463744.750000 Penalty: 5008.519043
	Iteration 7Q: 3 clusters Score -2463745 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15615 members 
Mstep: Class 2 contains 8675 members 
Entering Unmasked Estep 
Score: -2464446.250000 Penalty: 5008.519043
	Iteration 8Q: 3 clusters Score -2464446 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16240 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -2465160.250000 Penalty: 5008.519043
	Iteration 9Q: 3 clusters Score -2465160 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 7494 members 
Entering Unmasked Estep 
Score: -2465873.000000 Penalty: 5008.519043
	Iteration 10Q: 3 clusters Score -2465873 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 6986 members 
Entering Unmasked Estep 
Score: -2466544.750000 Penalty: 5008.519043
	Iteration 11Q: 3 clusters Score -2466545 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -2467103.000000 Penalty: 5008.519043
	Iteration 12Q: 3 clusters Score -2467103 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18132 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -2467451.500000 Penalty: 5008.519043
	Iteration 13Q: 3 clusters Score -2467452 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -2467707.750000 Penalty: 5008.519043
	Iteration 14Q: 3 clusters Score -2467708 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18716 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2467929.250000 Penalty: 5008.519043
	Iteration 15Q: 3 clusters Score -2467929 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -2468089.750000 Penalty: 5008.519043
	Iteration 16Q: 3 clusters Score -2468090 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -2468184.750000 Penalty: 5008.519043
	Iteration 17Q: 3 clusters Score -2468185 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -2468270.000000 Penalty: 5008.519043
	Iteration 18Q: 3 clusters Score -2468270 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -2468337.500000 Penalty: 5008.519043
	Iteration 19Q: 3 clusters Score -2468338 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19652 members 
Mstep: Class 2 contains 4638 members 
Entering Unmasked Estep 
Score: -2468386.750000 Penalty: 5008.519043
	Iteration 20F: 3 clusters Score -2468387 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19780 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2468409.500000 Penalty: 5008.519043
	Iteration 21Q: 3 clusters Score -2468410 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -2468447.500000 Penalty: 5008.519043
	Iteration 22Q: 3 clusters Score -2468448 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2468482.250000 Penalty: 5008.519043
	Iteration 23Q: 3 clusters Score -2468482 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20053 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -2468491.500000 Penalty: 5008.519043
	Iteration 24Q: 3 clusters Score -2468492 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -2468516.250000 Penalty: 5008.519043
	Iteration 25Q: 3 clusters Score -2468516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -2468515.750000 Penalty: 5008.519043
	Iteration 26Q: 3 clusters Score -2468516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20219 members 
Mstep: Class 2 contains 4071 members 
Entering Unmasked Estep 
Score: -2468533.500000 Penalty: 5008.519043
	Iteration 27Q: 3 clusters Score -2468534 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -2468552.000000 Penalty: 5008.519043
	Iteration 28Q: 3 clusters Score -2468552 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -2468562.250000 Penalty: 5008.519043
	Iteration 29Q: 3 clusters Score -2468562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -2468571.000000 Penalty: 5008.519043
	Iteration 30Q: 3 clusters Score -2468571 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20402 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -2468577.500000 Penalty: 5008.519043
	Iteration 31Q: 3 clusters Score -2468578 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20440 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -2468575.750000 Penalty: 5008.519043
	Iteration 32Q: 3 clusters Score -2468576 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -2468581.000000 Penalty: 5008.519043
	Iteration 33Q: 3 clusters Score -2468581 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20506 members 
Mstep: Class 2 contains 3784 members 
Entering Unmasked Estep 
Score: -2468585.250000 Penalty: 5008.519043
	Iteration 34Q: 3 clusters Score -2468585 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20542 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -2468594.000000 Penalty: 5008.519043
	Iteration 35Q: 3 clusters Score -2468594 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -2468601.000000 Penalty: 5008.519043
	Iteration 36Q: 3 clusters Score -2468601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20621 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -2468610.500000 Penalty: 5008.519043
	Iteration 37Q: 3 clusters Score -2468610 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -2468617.500000 Penalty: 5008.519043
	Iteration 38Q: 3 clusters Score -2468618 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -2468621.750000 Penalty: 5008.519043
	Iteration 39Q: 3 clusters Score -2468622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -2468619.500000 Penalty: 5008.519043
	Iteration 40F: 3 clusters Score -2468620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -2468626.500000 Penalty: 5008.519043
	Iteration 41Q: 3 clusters Score -2468626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -2468629.750000 Penalty: 5008.519043
	Iteration 42Q: 3 clusters Score -2468630 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -2468625.250000 Penalty: 5008.519043
	Iteration 43Q: 3 clusters Score -2468625 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -2468631.000000 Penalty: 5008.519043
	Iteration 44Q: 3 clusters Score -2468631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20750 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -2468633.250000 Penalty: 5008.519043
	Iteration 45Q: 3 clusters Score -2468633 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20756 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -2468633.750000 Penalty: 5008.519043
	Iteration 46Q: 3 clusters Score -2468634 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20765 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2468630.000000 Penalty: 5008.519043
	Iteration 47Q: 3 clusters Score -2468630 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20771 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -2468629.250000 Penalty: 5008.519043
	Iteration 48Q: 3 clusters Score -2468629 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -2468634.500000 Penalty: 5008.519043
	Iteration 49Q: 3 clusters Score -2468634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -2468630.750000 Penalty: 5008.519043
	Iteration 50Q: 3 clusters Score -2468631 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -2468628.000000 Penalty: 5008.519043
	Iteration 51Q: 3 clusters Score -2468628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -2468627.000000 Penalty: 5008.519043
	Iteration 52Q: 3 clusters Score -2468627 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20798 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -2468632.500000 Penalty: 5008.519043
	Iteration 53Q: 3 clusters Score -2468632 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -2468628.250000 Penalty: 5008.519043
	Iteration 54Q: 3 clusters Score -2468628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20809 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -2468628.500000 Penalty: 5008.519043
	Iteration 55Q: 3 clusters Score -2468628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -2468627.500000 Penalty: 5008.519043
	Iteration 56Q: 3 clusters Score -2468628 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20814 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -2468631.250000 Penalty: 5008.519043
	Iteration 57Q: 3 clusters Score -2468631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -2468633.750000 Penalty: 5008.519043
	Iteration 58Q: 3 clusters Score -2468634 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20817 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -2468630.750000 Penalty: 5008.519043
	Iteration 59Q: 3 clusters Score -2468631 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -2468630.250000 Penalty: 5008.519043
	Iteration 60F: 3 clusters Score -2468630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -2468633.500000 Penalty: 5008.519043
	Iteration 61Q: 3 clusters Score -2468634 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2468630.250000 Penalty: 5008.519043
	Iteration 62Q: 3 clusters Score -2468630 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20820 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -2468628.000000 Penalty: 5008.519043
	Iteration 63Q: 3 clusters Score -2468628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2468628.500000 Penalty: 5008.519043
	Iteration 64Q: 3 clusters Score -2468628 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -2468628.500000 Penalty: 5008.519043
	Iteration 65F: 3 clusters Score -2468628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Entering Unmasked Estep 
Score: -1191240.250000 Penalty: 2297.489502
	Iteration 0F: 2 clusters Score -1191240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5240 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -1183178.500000 Penalty: 4594.979004
	Iteration 0F: 3 clusters Score -1183178 nChanged 4409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -1185432.500000 Penalty: 4594.979004
	Iteration 1F: 3 clusters Score -1185432 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -1185714.875000 Penalty: 4594.979004
	Iteration 2F: 3 clusters Score -1185715 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1185892.125000 Penalty: 4594.979004
	Iteration 3Q: 3 clusters Score -1185892 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5068 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -1186012.125000 Penalty: 4594.979004
	Iteration 4Q: 3 clusters Score -1186012 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1186100.250000 Penalty: 4594.979004
	Iteration 5Q: 3 clusters Score -1186100 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 5568 members 
Entering Unmasked Estep 
Score: -1186179.500000 Penalty: 4594.979004
	Iteration 6Q: 3 clusters Score -1186180 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -1186261.625000 Penalty: 4594.979004
	Iteration 7Q: 3 clusters Score -1186262 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1186350.125000 Penalty: 4594.979004
	Iteration 8Q: 3 clusters Score -1186350 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -1186447.125000 Penalty: 4594.979004
	Iteration 9Q: 3 clusters Score -1186447 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -1186558.875000 Penalty: 4594.979004
	Iteration 10Q: 3 clusters Score -1186559 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 5860 members 
Entering Unmasked Estep 
Score: -1186687.250000 Penalty: 4594.979004
	Iteration 11Q: 3 clusters Score -1186687 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -1186823.250000 Penalty: 4594.979004
	Iteration 12Q: 3 clusters Score -1186823 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4411 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1186980.875000 Penalty: 4594.979004
	Iteration 13Q: 3 clusters Score -1186981 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
Score: -1187127.875000 Penalty: 4594.979004
	Iteration 14Q: 3 clusters Score -1187128 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -1187280.000000 Penalty: 4594.979004
	Iteration 15Q: 3 clusters Score -1187280 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -1187459.625000 Penalty: 4594.979004
	Iteration 16Q: 3 clusters Score -1187460 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -1187633.750000 Penalty: 4594.979004
	Iteration 17Q: 3 clusters Score -1187634 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -1187811.750000 Penalty: 4594.979004
	Iteration 18Q: 3 clusters Score -1187812 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -1187970.125000 Penalty: 4594.979004
	Iteration 19Q: 3 clusters Score -1187970 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 7821 members 
Entering Unmasked Estep 
Score: -1188121.875000 Penalty: 4594.979004
	Iteration 20F: 3 clusters Score -1188122 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -1188253.250000 Penalty: 4594.979004
	Iteration 21Q: 3 clusters Score -1188253 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 8276 members 
Entering Unmasked Estep 
Score: -1188369.375000 Penalty: 4594.979004
	Iteration 22Q: 3 clusters Score -1188369 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 8464 members 
Entering Unmasked Estep 
Score: -1188469.375000 Penalty: 4594.979004
	Iteration 23Q: 3 clusters Score -1188469 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 8657 members 
Entering Unmasked Estep 
Score: -1188582.125000 Penalty: 4594.979004
	Iteration 24Q: 3 clusters Score -1188582 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -1188692.125000 Penalty: 4594.979004
	Iteration 25Q: 3 clusters Score -1188692 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1545 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -1188781.875000 Penalty: 4594.979004
	Iteration 26Q: 3 clusters Score -1188782 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -1188871.000000 Penalty: 4594.979004
	Iteration 27Q: 3 clusters Score -1188871 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1188941.750000 Penalty: 4594.979004
	Iteration 28Q: 3 clusters Score -1188942 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1189013.125000 Penalty: 4594.979004
	Iteration 29Q: 3 clusters Score -1189013 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 9460 members 
Entering Unmasked Estep 
Score: -1189069.875000 Penalty: 4594.979004
	Iteration 30Q: 3 clusters Score -1189070 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -1189108.875000 Penalty: 4594.979004
	Iteration 31Q: 3 clusters Score -1189109 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9584 members 
Entering Unmasked Estep 
Score: -1189128.625000 Penalty: 4594.979004
	Iteration 32Q: 3 clusters Score -1189129 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 9626 members 
Entering Unmasked Estep 
Score: -1189149.750000 Penalty: 4594.979004
	Iteration 33Q: 3 clusters Score -1189150 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 9664 members 
Entering Unmasked Estep 
Score: -1189173.875000 Penalty: 4594.979004
	Iteration 34Q: 3 clusters Score -1189174 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 9693 members 
Entering Unmasked Estep 
Score: -1189197.125000 Penalty: 4594.979004
	Iteration 35Q: 3 clusters Score -1189197 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 9723 members 
Entering Unmasked Estep 
Score: -1189215.875000 Penalty: 4594.979004
	Iteration 36Q: 3 clusters Score -1189216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -1189234.125000 Penalty: 4594.979004
	Iteration 37Q: 3 clusters Score -1189234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -1189245.750000 Penalty: 4594.979004
	Iteration 38Q: 3 clusters Score -1189246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 9778 members 
Entering Unmasked Estep 
Score: -1189254.125000 Penalty: 4594.979004
	Iteration 39Q: 3 clusters Score -1189254 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -1189262.500000 Penalty: 4594.979004
	Iteration 40F: 3 clusters Score -1189262 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 9800 members 
Entering Unmasked Estep 
Score: -1189270.125000 Penalty: 4594.979004
	Iteration 41Q: 3 clusters Score -1189270 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 9806 members 
Entering Unmasked Estep 
Score: -1189275.500000 Penalty: 4594.979004
	Iteration 42Q: 3 clusters Score -1189276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -1189279.000000 Penalty: 4594.979004
	Iteration 43Q: 3 clusters Score -1189279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1189282.625000 Penalty: 4594.979004
	Iteration 44Q: 3 clusters Score -1189283 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 9828 members 
Entering Unmasked Estep 
Score: -1189286.125000 Penalty: 4594.979004
	Iteration 45Q: 3 clusters Score -1189286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 9833 members 
Entering Unmasked Estep 
Score: -1189284.875000 Penalty: 4594.979004
	Iteration 46Q: 3 clusters Score -1189285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -1189289.375000 Penalty: 4594.979004
	Iteration 47Q: 3 clusters Score -1189289 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 9844 members 
Entering Unmasked Estep 
Score: -1189292.500000 Penalty: 4594.979004
	Iteration 48Q: 3 clusters Score -1189292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 9848 members 
Entering Unmasked Estep 
Score: -1189294.875000 Penalty: 4594.979004
	Iteration 49Q: 3 clusters Score -1189295 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 9855 members 
Entering Unmasked Estep 
Score: -1189297.250000 Penalty: 4594.979004
	Iteration 50Q: 3 clusters Score -1189297 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -1189300.875000 Penalty: 4594.979004
	Iteration 51Q: 3 clusters Score -1189301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 9864 members 
Entering Unmasked Estep 
Score: -1189306.375000 Penalty: 4594.979004
	Iteration 52Q: 3 clusters Score -1189306 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 9869 members 
Entering Unmasked Estep 
Score: -1189309.000000 Penalty: 4594.979004
	Iteration 53Q: 3 clusters Score -1189309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 9871 members 
Entering Unmasked Estep 
Score: -1189311.375000 Penalty: 4594.979004
	Iteration 54Q: 3 clusters Score -1189311 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -1189312.000000 Penalty: 4594.979004
	Iteration 55Q: 3 clusters Score -1189312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1189312.750000 Penalty: 4594.979004
	Iteration 56Q: 3 clusters Score -1189313 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -1189312.750000 Penalty: 4594.979004
	Iteration 57F: 3 clusters Score -1189313 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (301283 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301283 members 
Entering Unmasked Estep 
Score: -35393576.000000 Penalty: 3128.719727
	Iteration 0F: 2 clusters Score -3.539358e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150495 members 
Mstep: Class 2 contains 150788 members 
Entering Unmasked Estep 
Score: -35202220.000000 Penalty: 6257.439453
	Iteration 0F: 3 clusters Score -3.520222e+07 nChanged 145842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147763 members 
Mstep: Class 2 contains 153520 members 
Entering Unmasked Estep 
Score: -35289188.000000 Penalty: 6257.439453
	Iteration 1F: 3 clusters Score -3.528919e+07 nChanged 6922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146431 members 
Mstep: Class 2 contains 154852 members 
Entering Unmasked Estep 
Score: -35290312.000000 Penalty: 6257.439453
	Iteration 2Q: 3 clusters Score -3.529031e+07 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144312 members 
Mstep: Class 2 contains 156971 members 
Entering Unmasked Estep 
Score: -35291576.000000 Penalty: 6257.439453
	Iteration 3Q: 3 clusters Score -3.529158e+07 nChanged 8060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141102 members 
Mstep: Class 2 contains 160181 members 
Entering Unmasked Estep 
Score: -35293468.000000 Penalty: 6257.439453
	Iteration 4Q: 3 clusters Score -3.529347e+07 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136215 members 
Mstep: Class 2 contains 165068 members 
Entering Unmasked Estep 
Score: -35296228.000000 Penalty: 6257.439453
	Iteration 5Q: 3 clusters Score -3.529623e+07 nChanged 11320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129253 members 
Mstep: Class 2 contains 172030 members 
Entering Unmasked Estep 
Score: -35301232.000000 Penalty: 6257.439453
	Iteration 6Q: 3 clusters Score -3.530123e+07 nChanged 14210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119845 members 
Mstep: Class 2 contains 181438 members 
Entering Unmasked Estep 
Score: -35310440.000000 Penalty: 6257.439453
	Iteration 7Q: 3 clusters Score -3.531044e+07 nChanged 16901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109520 members 
Mstep: Class 2 contains 191763 members 
Entering Unmasked Estep 
Score: -35323776.000000 Penalty: 6257.439453
	Iteration 8F: 3 clusters Score -3.532378e+07 nChanged 18750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100360 members 
Mstep: Class 2 contains 200923 members 
Entering Unmasked Estep 
Score: -35338508.000000 Penalty: 6257.439453
	Iteration 9F: 3 clusters Score -3.533851e+07 nChanged 18939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95545 members 
Mstep: Class 2 contains 205738 members 
Entering Unmasked Estep 
Score: -35352544.000000 Penalty: 6257.439453
	Iteration 10F: 3 clusters Score -3.535254e+07 nChanged 16785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95040 members 
Mstep: Class 2 contains 206243 members 
Entering Unmasked Estep 
Score: -35361588.000000 Penalty: 6257.439453
	Iteration 11F: 3 clusters Score -3.536159e+07 nChanged 12262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96500 members 
Mstep: Class 2 contains 204783 members 
Entering Unmasked Estep 
Score: -35366060.000000 Penalty: 6257.439453
	Iteration 12Q: 3 clusters Score -3.536606e+07 nChanged 7795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98761 members 
Mstep: Class 2 contains 202522 members 
Entering Unmasked Estep 
Score: -35367624.000000 Penalty: 6257.439453
	Iteration 13Q: 3 clusters Score -3.536762e+07 nChanged 5730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101247 members 
Mstep: Class 2 contains 200036 members 
Entering Unmasked Estep 
Score: -35368776.000000 Penalty: 6257.439453
	Iteration 14Q: 3 clusters Score -3.536878e+07 nChanged 4966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103957 members 
Mstep: Class 2 contains 197326 members 
Entering Unmasked Estep 
Score: -35369812.000000 Penalty: 6257.439453
	Iteration 15Q: 3 clusters Score -3.536981e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106906 members 
Mstep: Class 2 contains 194377 members 
Entering Unmasked Estep 
Score: -35370856.000000 Penalty: 6257.439453
	Iteration 16Q: 3 clusters Score -3.537086e+07 nChanged 4897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110071 members 
Mstep: Class 2 contains 191212 members 
Entering Unmasked Estep 
Score: -35371916.000000 Penalty: 6257.439453
	Iteration 17Q: 3 clusters Score -3.537192e+07 nChanged 5202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113811 members 
Mstep: Class 2 contains 187472 members 
Entering Unmasked Estep 
Score: -35372892.000000 Penalty: 6257.439453
	Iteration 18Q: 3 clusters Score -3.537289e+07 nChanged 5398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117923 members 
Mstep: Class 2 contains 183360 members 
Entering Unmasked Estep 
Score: -35374172.000000 Penalty: 6257.439453
	Iteration 19Q: 3 clusters Score -3.537417e+07 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122387 members 
Mstep: Class 2 contains 178896 members 
Entering Unmasked Estep 
Score: -35375156.000000 Penalty: 6257.439453
	Iteration 20F: 3 clusters Score -3.537516e+07 nChanged 5571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126768 members 
Mstep: Class 2 contains 174515 members 
Entering Unmasked Estep 
Score: -35376988.000000 Penalty: 6257.439453
	Iteration 21Q: 3 clusters Score -3.537699e+07 nChanged 5400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130980 members 
Mstep: Class 2 contains 170303 members 
Entering Unmasked Estep 
Score: -35378768.000000 Penalty: 6257.439453
	Iteration 22Q: 3 clusters Score -3.537877e+07 nChanged 4984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134672 members 
Mstep: Class 2 contains 166611 members 
Entering Unmasked Estep 
Score: -35380024.000000 Penalty: 6257.439453
	Iteration 23Q: 3 clusters Score -3.538002e+07 nChanged 4598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137974 members 
Mstep: Class 2 contains 163309 members 
Entering Unmasked Estep 
Score: -35381368.000000 Penalty: 6257.439453
	Iteration 24Q: 3 clusters Score -3.538137e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140775 members 
Mstep: Class 2 contains 160508 members 
Entering Unmasked Estep 
Score: -35382456.000000 Penalty: 6257.439453
	Iteration 25Q: 3 clusters Score -3.538246e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143191 members 
Mstep: Class 2 contains 158092 members 
Entering Unmasked Estep 
Score: -35382928.000000 Penalty: 6257.439453
	Iteration 26Q: 3 clusters Score -3.538293e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145336 members 
Mstep: Class 2 contains 155947 members 
Entering Unmasked Estep 
Score: -35383548.000000 Penalty: 6257.439453
	Iteration 27Q: 3 clusters Score -3.538355e+07 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147190 members 
Mstep: Class 2 contains 154093 members 
Entering Unmasked Estep 
Score: -35384088.000000 Penalty: 6257.439453
	Iteration 28Q: 3 clusters Score -3.538409e+07 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149267 members 
Mstep: Class 2 contains 152016 members 
Entering Unmasked Estep 
Score: -35384400.000000 Penalty: 6257.439453
	Iteration 29Q: 3 clusters Score -3.53844e+07 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151222 members 
Mstep: Class 2 contains 150061 members 
Entering Unmasked Estep 
Score: -35384608.000000 Penalty: 6257.439453
	Iteration 30Q: 3 clusters Score -3.538461e+07 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153209 members 
Mstep: Class 2 contains 148074 members 
Entering Unmasked Estep 
Score: -35384936.000000 Penalty: 6257.439453
	Iteration 31Q: 3 clusters Score -3.538494e+07 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155080 members 
Mstep: Class 2 contains 146203 members 
Entering Unmasked Estep 
Score: -35384992.000000 Penalty: 6257.439453
	Iteration 32Q: 3 clusters Score -3.538499e+07 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156873 members 
Mstep: Class 2 contains 144410 members 
Entering Unmasked Estep 
Score: -35385028.000000 Penalty: 6257.439453
	Iteration 33Q: 3 clusters Score -3.538503e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158781 members 
Mstep: Class 2 contains 142502 members 
Entering Unmasked Estep 
Score: -35384964.000000 Penalty: 6257.439453
	Iteration 34Q: 3 clusters Score -3.538496e+07 nChanged 2120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160899 members 
Mstep: Class 2 contains 140384 members 
Entering Unmasked Estep 
Score: -35385160.000000 Penalty: 6257.439453
	Iteration 35Q: 3 clusters Score -3.538516e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163257 members 
Mstep: Class 2 contains 138026 members 
Entering Unmasked Estep 
Score: -35384908.000000 Penalty: 6257.439453
	Iteration 36Q: 3 clusters Score -3.538491e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165732 members 
Mstep: Class 2 contains 135551 members 
Entering Unmasked Estep 
Score: -35385028.000000 Penalty: 6257.439453
	Iteration 37Q: 3 clusters Score -3.538503e+07 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168361 members 
Mstep: Class 2 contains 132922 members 
Entering Unmasked Estep 
Score: -35385252.000000 Penalty: 6257.439453
	Iteration 38Q: 3 clusters Score -3.538525e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171192 members 
Mstep: Class 2 contains 130091 members 
Entering Unmasked Estep 
Score: -35385432.000000 Penalty: 6257.439453
	Iteration 39Q: 3 clusters Score -3.538543e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174622 members 
Mstep: Class 2 contains 126661 members 
Entering Unmasked Estep 
Score: -35385536.000000 Penalty: 6257.439453
	Iteration 40F: 3 clusters Score -3.538554e+07 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178808 members 
Mstep: Class 2 contains 122475 members 
Entering Unmasked Estep 
Score: -35385612.000000 Penalty: 6257.439453
	Iteration 41Q: 3 clusters Score -3.538561e+07 nChanged 4672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183480 members 
Mstep: Class 2 contains 117803 members 
Entering Unmasked Estep 
Score: -35385764.000000 Penalty: 6257.439453
	Iteration 42Q: 3 clusters Score -3.538576e+07 nChanged 5239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188719 members 
Mstep: Class 2 contains 112564 members 
Entering Unmasked Estep 
Score: -35386364.000000 Penalty: 6257.439453
	Iteration 43Q: 3 clusters Score -3.538636e+07 nChanged 5705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194424 members 
Mstep: Class 2 contains 106859 members 
Entering Unmasked Estep 
Score: -35386664.000000 Penalty: 6257.439453
	Iteration 44Q: 3 clusters Score -3.538666e+07 nChanged 5961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200385 members 
Mstep: Class 2 contains 100898 members 
Entering Unmasked Estep 
Score: -35387128.000000 Penalty: 6257.439453
	Iteration 45Q: 3 clusters Score -3.538713e+07 nChanged 6521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206906 members 
Mstep: Class 2 contains 94377 members 
Entering Unmasked Estep 
Score: -35387260.000000 Penalty: 6257.439453
	Iteration 46Q: 3 clusters Score -3.538726e+07 nChanged 7296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214202 members 
Mstep: Class 2 contains 87081 members 
Entering Unmasked Estep 
Score: -35387864.000000 Penalty: 6257.439453
	Iteration 47Q: 3 clusters Score -3.538786e+07 nChanged 7589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221791 members 
Mstep: Class 2 contains 79492 members 
Entering Unmasked Estep 
Score: -35388612.000000 Penalty: 6257.439453
	Iteration 48Q: 3 clusters Score -3.538861e+07 nChanged 7766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229557 members 
Mstep: Class 2 contains 71726 members 
Entering Unmasked Estep 
Score: -35389448.000000 Penalty: 6257.439453
	Iteration 49Q: 3 clusters Score -3.538945e+07 nChanged 8110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237667 members 
Mstep: Class 2 contains 63616 members 
Entering Unmasked Estep 
Score: -35390400.000000 Penalty: 6257.439453
	Iteration 50Q: 3 clusters Score -3.53904e+07 nChanged 8006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245673 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -35391636.000000 Penalty: 6257.439453
	Iteration 51Q: 3 clusters Score -3.539164e+07 nChanged 7540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253213 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -35392208.000000 Penalty: 6257.439453
	Iteration 52Q: 3 clusters Score -3.539221e+07 nChanged 5981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259194 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -35392276.000000 Penalty: 6257.439453
	Iteration 53Q: 3 clusters Score -3.539228e+07 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262122 members 
Mstep: Class 2 contains 39161 members 
Entering Unmasked Estep 
Score: -35392120.000000 Penalty: 6257.439453
	Iteration 54Q: 3 clusters Score -3.539212e+07 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263530 members 
Mstep: Class 2 contains 37753 members 
Entering Unmasked Estep 
Score: -35391968.000000 Penalty: 6257.439453
	Iteration 55Q: 3 clusters Score -3.539197e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264149 members 
Mstep: Class 2 contains 37134 members 
Entering Unmasked Estep 
Score: -35391848.000000 Penalty: 6257.439453
	Iteration 56Q: 3 clusters Score -3.539185e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264468 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -35391884.000000 Penalty: 6257.439453
	Iteration 57Q: 3 clusters Score -3.539188e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264630 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -35391760.000000 Penalty: 6257.439453
	Iteration 58Q: 3 clusters Score -3.539176e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264691 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -35391772.000000 Penalty: 6257.439453
	Iteration 59Q: 3 clusters Score -3.539177e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264734 members 
Mstep: Class 2 contains 36549 members 
Entering Unmasked Estep 
Score: -35394328.000000 Penalty: 6257.439453
	Iteration 60F: 3 clusters Score -3.539433e+07 nChanged 6717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271451 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -35395680.000000 Penalty: 6257.439453
	Iteration 61Q: 3 clusters Score -3.539568e+07 nChanged 5905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277356 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -35396104.000000 Penalty: 6257.439453
	Iteration 62Q: 3 clusters Score -3.53961e+07 nChanged 4980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282336 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -35396588.000000 Penalty: 6257.439453
	Iteration 63Q: 3 clusters Score -3.539659e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286518 members 
Mstep: Class 2 contains 14765 members 
Entering Unmasked Estep 
Score: -35397108.000000 Penalty: 6257.439453
	Iteration 64Q: 3 clusters Score -3.539711e+07 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289903 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -35397508.000000 Penalty: 6257.439453
	Iteration 65Q: 3 clusters Score -3.539751e+07 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292547 members 
Mstep: Class 2 contains 8736 members 
Entering Unmasked Estep 
Score: -35396844.000000 Penalty: 6257.439453
	Iteration 66Q: 3 clusters Score -3.539684e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294628 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -35395916.000000 Penalty: 6257.439453
	Iteration 67Q: 3 clusters Score -3.539592e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296262 members 
Mstep: Class 2 contains 5021 members 
Entering Unmasked Estep 
Score: -35395100.000000 Penalty: 6257.439453
	Iteration 68Q: 3 clusters Score -3.53951e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297463 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -35394544.000000 Penalty: 6257.439453
	Iteration 69Q: 3 clusters Score -3.539454e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298291 members 
Mstep: Class 2 contains 2992 members 
Entering Unmasked Estep 
Score: -35394004.000000 Penalty: 6257.439453
	Iteration 70Q: 3 clusters Score -3.5394e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298897 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -35393464.000000 Penalty: 6257.439453
	Iteration 71Q: 3 clusters Score -3.539346e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299332 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -35393112.000000 Penalty: 6257.439453
	Iteration 72Q: 3 clusters Score -3.539311e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299623 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -35392924.000000 Penalty: 6257.439453
	Iteration 73Q: 3 clusters Score -3.539292e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299809 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -35392772.000000 Penalty: 6257.439453
	Iteration 74Q: 3 clusters Score -3.539277e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299957 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -35392648.000000 Penalty: 6257.439453
	Iteration 75Q: 3 clusters Score -3.539265e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300047 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -35392584.000000 Penalty: 6257.439453
	Iteration 76Q: 3 clusters Score -3.539258e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300118 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -35392508.000000 Penalty: 6257.439453
	Iteration 77Q: 3 clusters Score -3.539251e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300183 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -35392464.000000 Penalty: 6257.439453
	Iteration 78Q: 3 clusters Score -3.539246e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300235 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -35392436.000000 Penalty: 6257.439453
	Iteration 79Q: 3 clusters Score -3.539244e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300274 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -35392372.000000 Penalty: 6257.439453
	Iteration 80F: 3 clusters Score -3.539237e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300319 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -35392296.000000 Penalty: 6257.439453
	Iteration 81Q: 3 clusters Score -3.53923e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300355 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -35392308.000000 Penalty: 6257.439453
	Iteration 82Q: 3 clusters Score -3.539231e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300386 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -35392276.000000 Penalty: 6257.439453
	Iteration 83Q: 3 clusters Score -3.539228e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300411 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -35392256.000000 Penalty: 6257.439453
	Iteration 84Q: 3 clusters Score -3.539226e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300425 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -35392224.000000 Penalty: 6257.439453
	Iteration 85Q: 3 clusters Score -3.539222e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300437 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -35392232.000000 Penalty: 6257.439453
	Iteration 86Q: 3 clusters Score -3.539223e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300444 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -35392216.000000 Penalty: 6257.439453
	Iteration 87Q: 3 clusters Score -3.539222e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300448 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -35392228.000000 Penalty: 6257.439453
	Iteration 88Q: 3 clusters Score -3.539223e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300454 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -35392232.000000 Penalty: 6257.439453
	Iteration 89Q: 3 clusters Score -3.539223e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300457 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -35392228.000000 Penalty: 6257.439453
	Iteration 90Q: 3 clusters Score -3.539223e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300460 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -35392228.000000 Penalty: 6257.439453
	Iteration 91Q: 3 clusters Score -3.539223e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300462 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -35392228.000000 Penalty: 6257.439453
	Iteration 92Q: 3 clusters Score -3.539223e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300462 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -35392228.000000 Penalty: 6257.439453
	Iteration 93F: 3 clusters Score -3.539223e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -247566.312500 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -247566.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -244695.421875 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -244695.4 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -245396.203125 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -245396.2 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -245648.109375 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -245648.1 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -245865.546875 Penalty: 3847.285156
	Iteration 3F: 3 clusters Score -245865.5 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -246060.140625 Penalty: 3847.285156
	Iteration 4F: 3 clusters Score -246060.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -246404.015625 Penalty: 3847.285156
	Iteration 5F: 3 clusters Score -246404 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -247060.546875 Penalty: 3847.285156
	Iteration 6F: 3 clusters Score -247060.5 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1100 members 
Entering Unmasked Estep 
Score: -247436.390625 Penalty: 3847.285156
	Iteration 7F: 3 clusters Score -247436.4 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -247616.000000 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -247616 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -247741.781250 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -247741.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -247897.890625 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -247897.9 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -248073.578125 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -248073.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -248170.937500 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -248170.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -248222.390625 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -248222.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -248241.031250 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -248241 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -248245.046875 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -248245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -248247.078125 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -248247.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -248247.703125 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -248247.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -248248.468750 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -248248.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -248249.125000 Penalty: 3847.285156
	Iteration 19Q: 3 clusters Score -248249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -248249.125000 Penalty: 3847.285156
	Iteration 20F: 3 clusters Score -248249.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 1015 members 
Mstep: Class 3 contains 261856 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 21068 members 
Mstep: Class 6 contains 73796 members 
Mstep: Class 7 contains 51745 members 
Mstep: Class 8 contains 24290 members 
Mstep: Class 9 contains 10552 members 
Mstep: Class 10 contains 301283 members 
Mstep: Class 11 contains 1322 members 
Mstep: Class 12 contains 8935 members 
Mstep: Class 13 contains 24333 members 
Mstep: Class 14 contains 198953 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 20991 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 18879 members 
Mstep: Class 19 contains 221163 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 85379 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 9924 members 
Entering Unmasked Estep 
Score: -161426336.000000 Penalty: 98363.328125
Splitting cluster 11 changes total score from -161427328.000000 to -161426336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (8935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Entering Unmasked Estep 
Score: -1048409.375000 Penalty: 2256.237549
	Iteration 0F: 2 clusters Score -1048409 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -1041422.437500 Penalty: 4512.475098
	Iteration 0F: 3 clusters Score -1041422 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1043261.687500 Penalty: 4512.475098
	Iteration 1F: 3 clusters Score -1043262 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4516 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1043518.437500 Penalty: 4512.475098
	Iteration 2F: 3 clusters Score -1043518 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -1043693.125000 Penalty: 4512.475098
	Iteration 3Q: 3 clusters Score -1043693 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4620 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1043826.937500 Penalty: 4512.475098
	Iteration 4Q: 3 clusters Score -1043827 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1043932.187500 Penalty: 4512.475098
	Iteration 5Q: 3 clusters Score -1043932 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1044014.687500 Penalty: 4512.475098
	Iteration 6Q: 3 clusters Score -1044015 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1044096.000000 Penalty: 4512.475098
	Iteration 7Q: 3 clusters Score -1044096 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1044178.875000 Penalty: 4512.475098
	Iteration 8Q: 3 clusters Score -1044179 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -1044252.812500 Penalty: 4512.475098
	Iteration 9Q: 3 clusters Score -1044253 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -1044339.562500 Penalty: 4512.475098
	Iteration 10Q: 3 clusters Score -1044340 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5555 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1044441.687500 Penalty: 4512.475098
	Iteration 11Q: 3 clusters Score -1044442 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -1044553.687500 Penalty: 4512.475098
	Iteration 12Q: 3 clusters Score -1044554 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1044683.875000 Penalty: 4512.475098
	Iteration 13Q: 3 clusters Score -1044684 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -1044817.812500 Penalty: 4512.475098
	Iteration 14Q: 3 clusters Score -1044818 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1044972.750000 Penalty: 4512.475098
	Iteration 15Q: 3 clusters Score -1044973 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1045166.250000 Penalty: 4512.475098
	Iteration 16Q: 3 clusters Score -1045166 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -1045351.812500 Penalty: 4512.475098
	Iteration 17Q: 3 clusters Score -1045352 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -1045500.312500 Penalty: 4512.475098
	Iteration 18Q: 3 clusters Score -1045500 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -1045626.875000 Penalty: 4512.475098
	Iteration 19Q: 3 clusters Score -1045627 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1045730.812500 Penalty: 4512.475098
	Iteration 20F: 3 clusters Score -1045731 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1045818.625000 Penalty: 4512.475098
	Iteration 21Q: 3 clusters Score -1045819 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1045886.000000 Penalty: 4512.475098
	Iteration 22Q: 3 clusters Score -1045886 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -1045937.125000 Penalty: 4512.475098
	Iteration 23Q: 3 clusters Score -1045937 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1045996.562500 Penalty: 4512.475098
	Iteration 24Q: 3 clusters Score -1045997 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -1046044.562500 Penalty: 4512.475098
	Iteration 25Q: 3 clusters Score -1046045 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -1046091.500000 Penalty: 4512.475098
	Iteration 26Q: 3 clusters Score -1046092 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -1046141.750000 Penalty: 4512.475098
	Iteration 27Q: 3 clusters Score -1046142 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1046189.562500 Penalty: 4512.475098
	Iteration 28Q: 3 clusters Score -1046190 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1046223.375000 Penalty: 4512.475098
	Iteration 29Q: 3 clusters Score -1046223 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -1046247.875000 Penalty: 4512.475098
	Iteration 30Q: 3 clusters Score -1046248 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -1046270.437500 Penalty: 4512.475098
	Iteration 31Q: 3 clusters Score -1046270 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8378 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -1046291.250000 Penalty: 4512.475098
	Iteration 32Q: 3 clusters Score -1046291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1046313.562500 Penalty: 4512.475098
	Iteration 33Q: 3 clusters Score -1046314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1046337.312500 Penalty: 4512.475098
	Iteration 34Q: 3 clusters Score -1046337 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1046358.375000 Penalty: 4512.475098
	Iteration 35Q: 3 clusters Score -1046358 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -1046371.437500 Penalty: 4512.475098
	Iteration 36Q: 3 clusters Score -1046371 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1046383.937500 Penalty: 4512.475098
	Iteration 37Q: 3 clusters Score -1046384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -1046393.125000 Penalty: 4512.475098
	Iteration 38Q: 3 clusters Score -1046393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1046398.937500 Penalty: 4512.475098
	Iteration 39Q: 3 clusters Score -1046399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1046405.562500 Penalty: 4512.475098
	Iteration 40F: 3 clusters Score -1046406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -1046410.375000 Penalty: 4512.475098
	Iteration 41Q: 3 clusters Score -1046410 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1046415.312500 Penalty: 4512.475098
	Iteration 42Q: 3 clusters Score -1046415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8500 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1046416.562500 Penalty: 4512.475098
	Iteration 43Q: 3 clusters Score -1046417 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8502 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1046417.562500 Penalty: 4512.475098
	Iteration 44Q: 3 clusters Score -1046418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -1046419.750000 Penalty: 4512.475098
	Iteration 45Q: 3 clusters Score -1046420 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8508 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1046422.812500 Penalty: 4512.475098
	Iteration 46Q: 3 clusters Score -1046423 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1046422.000000 Penalty: 4512.475098
	Iteration 47Q: 3 clusters Score -1046422 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8509 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -1046422.000000 Penalty: 4512.475098
	Iteration 48F: 3 clusters Score -1046422 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (24333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Entering Unmasked Estep 
Score: -2908798.000000 Penalty: 2504.697998
	Iteration 0F: 2 clusters Score -2908798 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 12147 members 
Entering Unmasked Estep 
Score: -2891919.250000 Penalty: 5009.395996
	Iteration 0F: 3 clusters Score -2891919 nChanged 10807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -2897839.500000 Penalty: 5009.395996
	Iteration 1F: 3 clusters Score -2897840 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 12250 members 
Entering Unmasked Estep 
Score: -2898457.250000 Penalty: 5009.395996
	Iteration 2F: 3 clusters Score -2898457 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -2899105.000000 Penalty: 5009.395996
	Iteration 3F: 3 clusters Score -2899105 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 12532 members 
Entering Unmasked Estep 
Score: -2899709.500000 Penalty: 5009.395996
	Iteration 4F: 3 clusters Score -2899710 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -2900302.750000 Penalty: 5009.395996
	Iteration 5Q: 3 clusters Score -2900303 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11182 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -2900976.500000 Penalty: 5009.395996
	Iteration 6F: 3 clusters Score -2900976 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2901698.000000 Penalty: 5009.395996
	Iteration 7F: 3 clusters Score -2901698 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10389 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2902533.750000 Penalty: 5009.395996
	Iteration 8F: 3 clusters Score -2902534 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -2903337.000000 Penalty: 5009.395996
	Iteration 9F: 3 clusters Score -2903337 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -2903895.750000 Penalty: 5009.395996
	Iteration 10Q: 3 clusters Score -2903896 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 15001 members 
Entering Unmasked Estep 
Score: -2904256.000000 Penalty: 5009.395996
	Iteration 11Q: 3 clusters Score -2904256 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9005 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -2904461.250000 Penalty: 5009.395996
	Iteration 12Q: 3 clusters Score -2904461 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -2904631.750000 Penalty: 5009.395996
	Iteration 13Q: 3 clusters Score -2904632 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 15981 members 
Entering Unmasked Estep 
Score: -2904756.750000 Penalty: 5009.395996
	Iteration 14Q: 3 clusters Score -2904757 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8034 members 
Mstep: Class 2 contains 16299 members 
Entering Unmasked Estep 
Score: -2904879.000000 Penalty: 5009.395996
	Iteration 15Q: 3 clusters Score -2904879 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -2905028.500000 Penalty: 5009.395996
	Iteration 16Q: 3 clusters Score -2905028 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7360 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -2905161.000000 Penalty: 5009.395996
	Iteration 17Q: 3 clusters Score -2905161 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7024 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -2905306.000000 Penalty: 5009.395996
	Iteration 18Q: 3 clusters Score -2905306 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -2905418.750000 Penalty: 5009.395996
	Iteration 19Q: 3 clusters Score -2905419 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 17929 members 
Entering Unmasked Estep 
Score: -2905548.500000 Penalty: 5009.395996
	Iteration 20F: 3 clusters Score -2905548 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6120 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -2905654.250000 Penalty: 5009.395996
	Iteration 21Q: 3 clusters Score -2905654 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5844 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -2905768.000000 Penalty: 5009.395996
	Iteration 22Q: 3 clusters Score -2905768 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 18751 members 
Entering Unmasked Estep 
Score: -2905860.500000 Penalty: 5009.395996
	Iteration 23Q: 3 clusters Score -2905860 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -2905952.000000 Penalty: 5009.395996
	Iteration 24Q: 3 clusters Score -2905952 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2906034.000000 Penalty: 5009.395996
	Iteration 25Q: 3 clusters Score -2906034 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 19449 members 
Entering Unmasked Estep 
Score: -2906100.750000 Penalty: 5009.395996
	Iteration 26Q: 3 clusters Score -2906101 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -2906176.750000 Penalty: 5009.395996
	Iteration 27Q: 3 clusters Score -2906177 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4437 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -2906259.750000 Penalty: 5009.395996
	Iteration 28Q: 3 clusters Score -2906260 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 20093 members 
Entering Unmasked Estep 
Score: -2906329.250000 Penalty: 5009.395996
	Iteration 29Q: 3 clusters Score -2906329 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 20244 members 
Entering Unmasked Estep 
Score: -2906373.750000 Penalty: 5009.395996
	Iteration 30Q: 3 clusters Score -2906374 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -2906430.250000 Penalty: 5009.395996
	Iteration 31Q: 3 clusters Score -2906430 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
Score: -2906461.750000 Penalty: 5009.395996
	Iteration 32Q: 3 clusters Score -2906462 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3659 members 
Mstep: Class 2 contains 20674 members 
Entering Unmasked Estep 
Score: -2906528.250000 Penalty: 5009.395996
	Iteration 33Q: 3 clusters Score -2906528 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -2906565.750000 Penalty: 5009.395996
	Iteration 34Q: 3 clusters Score -2906566 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 20925 members 
Entering Unmasked Estep 
Score: -2906601.000000 Penalty: 5009.395996
	Iteration 35Q: 3 clusters Score -2906601 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -2906634.500000 Penalty: 5009.395996
	Iteration 36Q: 3 clusters Score -2906634 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -2906658.500000 Penalty: 5009.395996
	Iteration 37Q: 3 clusters Score -2906658 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -2906692.750000 Penalty: 5009.395996
	Iteration 38Q: 3 clusters Score -2906693 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 21315 members 
Entering Unmasked Estep 
Score: -2906722.000000 Penalty: 5009.395996
	Iteration 39Q: 3 clusters Score -2906722 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -2906756.250000 Penalty: 5009.395996
	Iteration 40F: 3 clusters Score -2906756 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 21485 members 
Entering Unmasked Estep 
Score: -2906772.750000 Penalty: 5009.395996
	Iteration 41Q: 3 clusters Score -2906773 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -2906783.250000 Penalty: 5009.395996
	Iteration 42Q: 3 clusters Score -2906783 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -2906815.000000 Penalty: 5009.395996
	Iteration 43Q: 3 clusters Score -2906815 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -2906830.500000 Penalty: 5009.395996
	Iteration 44Q: 3 clusters Score -2906830 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -2906858.250000 Penalty: 5009.395996
	Iteration 45Q: 3 clusters Score -2906858 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -2906859.000000 Penalty: 5009.395996
	Iteration 46Q: 3 clusters Score -2906859 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -2906879.500000 Penalty: 5009.395996
	Iteration 47Q: 3 clusters Score -2906880 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -2906900.500000 Penalty: 5009.395996
	Iteration 48Q: 3 clusters Score -2906900 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -2906907.000000 Penalty: 5009.395996
	Iteration 49Q: 3 clusters Score -2906907 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 21964 members 
Entering Unmasked Estep 
Score: -2906927.500000 Penalty: 5009.395996
	Iteration 50Q: 3 clusters Score -2906928 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 21991 members 
Entering Unmasked Estep 
Score: -2906933.500000 Penalty: 5009.395996
	Iteration 51Q: 3 clusters Score -2906934 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 22023 members 
Entering Unmasked Estep 
Score: -2906947.250000 Penalty: 5009.395996
	Iteration 52Q: 3 clusters Score -2906947 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -2906948.500000 Penalty: 5009.395996
	Iteration 53Q: 3 clusters Score -2906948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2906952.000000 Penalty: 5009.395996
	Iteration 54Q: 3 clusters Score -2906952 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -2906953.500000 Penalty: 5009.395996
	Iteration 55Q: 3 clusters Score -2906954 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -2906959.750000 Penalty: 5009.395996
	Iteration 56Q: 3 clusters Score -2906960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2906980.750000 Penalty: 5009.395996
	Iteration 57Q: 3 clusters Score -2906981 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 22150 members 
Entering Unmasked Estep 
Score: -2906987.000000 Penalty: 5009.395996
	Iteration 58Q: 3 clusters Score -2906987 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2906985.000000 Penalty: 5009.395996
	Iteration 59Q: 3 clusters Score -2906985 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 22171 members 
Entering Unmasked Estep 
Score: -2906981.250000 Penalty: 5009.395996
	Iteration 60F: 3 clusters Score -2906981 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -2906982.000000 Penalty: 5009.395996
	Iteration 61Q: 3 clusters Score -2906982 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -2906987.250000 Penalty: 5009.395996
	Iteration 62Q: 3 clusters Score -2906987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22215 members 
Entering Unmasked Estep 
Score: -2906986.000000 Penalty: 5009.395996
	Iteration 63Q: 3 clusters Score -2906986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
Score: -2907000.750000 Penalty: 5009.395996
	Iteration 64Q: 3 clusters Score -2907001 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 22249 members 
Entering Unmasked Estep 
Score: -2907008.750000 Penalty: 5009.395996
	Iteration 65Q: 3 clusters Score -2907009 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -2907010.000000 Penalty: 5009.395996
	Iteration 66Q: 3 clusters Score -2907010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -2907012.750000 Penalty: 5009.395996
	Iteration 67Q: 3 clusters Score -2907013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
Score: -2907010.000000 Penalty: 5009.395996
	Iteration 68Q: 3 clusters Score -2907010 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -2907013.500000 Penalty: 5009.395996
	Iteration 69Q: 3 clusters Score -2907014 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -2907021.500000 Penalty: 5009.395996
	Iteration 70Q: 3 clusters Score -2907022 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -2907020.750000 Penalty: 5009.395996
	Iteration 71Q: 3 clusters Score -2907021 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 22364 members 
Entering Unmasked Estep 
Score: -2907024.250000 Penalty: 5009.395996
	Iteration 72Q: 3 clusters Score -2907024 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -2907026.250000 Penalty: 5009.395996
	Iteration 73Q: 3 clusters Score -2907026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 22382 members 
Entering Unmasked Estep 
Score: -2907034.750000 Penalty: 5009.395996
	Iteration 74Q: 3 clusters Score -2907035 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -2907035.000000 Penalty: 5009.395996
	Iteration 75Q: 3 clusters Score -2907035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 22393 members 
Entering Unmasked Estep 
Score: -2907035.000000 Penalty: 5009.395996
	Iteration 76Q: 3 clusters Score -2907035 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -2907036.750000 Penalty: 5009.395996
	Iteration 77Q: 3 clusters Score -2907037 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -2907040.250000 Penalty: 5009.395996
	Iteration 78Q: 3 clusters Score -2907040 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -2907041.750000 Penalty: 5009.395996
	Iteration 79Q: 3 clusters Score -2907042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -2907042.000000 Penalty: 5009.395996
	Iteration 80F: 3 clusters Score -2907042 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -2907038.250000 Penalty: 5009.395996
	Iteration 81Q: 3 clusters Score -2907038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -2907040.500000 Penalty: 5009.395996
	Iteration 82Q: 3 clusters Score -2907040 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2907040.250000 Penalty: 5009.395996
	Iteration 83Q: 3 clusters Score -2907040 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -2907040.250000 Penalty: 5009.395996
	Iteration 84F: 3 clusters Score -2907040 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (198953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198953 members 
Entering Unmasked Estep 
Score: -23430220.000000 Penalty: 3025.804199
	Iteration 0F: 2 clusters Score -2.343022e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99421 members 
Mstep: Class 2 contains 99532 members 
Entering Unmasked Estep 
Score: -23299974.000000 Penalty: 6051.608398
	Iteration 0F: 3 clusters Score -2.329997e+07 nChanged 95156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98883 members 
Mstep: Class 2 contains 100070 members 
Entering Unmasked Estep 
Score: -23357142.000000 Penalty: 6051.608398
	Iteration 1F: 3 clusters Score -2.335714e+07 nChanged 7643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98330 members 
Mstep: Class 2 contains 100623 members 
Entering Unmasked Estep 
Score: -23359860.000000 Penalty: 6051.608398
	Iteration 2Q: 3 clusters Score -2.335986e+07 nChanged 8842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97154 members 
Mstep: Class 2 contains 101799 members 
Entering Unmasked Estep 
Score: -23363436.000000 Penalty: 6051.608398
	Iteration 3Q: 3 clusters Score -2.336344e+07 nChanged 10171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94653 members 
Mstep: Class 2 contains 104300 members 
Entering Unmasked Estep 
Score: -23368322.000000 Penalty: 6051.608398
	Iteration 4F: 3 clusters Score -2.336832e+07 nChanged 11428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90329 members 
Mstep: Class 2 contains 108624 members 
Entering Unmasked Estep 
Score: -23373988.000000 Penalty: 6051.608398
	Iteration 5F: 3 clusters Score -2.337399e+07 nChanged 12250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84135 members 
Mstep: Class 2 contains 114818 members 
Entering Unmasked Estep 
Score: -23380674.000000 Penalty: 6051.608398
	Iteration 6F: 3 clusters Score -2.338067e+07 nChanged 12693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76366 members 
Mstep: Class 2 contains 122587 members 
Entering Unmasked Estep 
Score: -23387988.000000 Penalty: 6051.608398
	Iteration 7F: 3 clusters Score -2.338799e+07 nChanged 11891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68219 members 
Mstep: Class 2 contains 130734 members 
Entering Unmasked Estep 
Score: -23394584.000000 Penalty: 6051.608398
	Iteration 8F: 3 clusters Score -2.339458e+07 nChanged 10200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60327 members 
Mstep: Class 2 contains 138626 members 
Entering Unmasked Estep 
Score: -23399678.000000 Penalty: 6051.608398
	Iteration 9F: 3 clusters Score -2.339968e+07 nChanged 8351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 145799 members 
Entering Unmasked Estep 
Score: -23404060.000000 Penalty: 6051.608398
	Iteration 10Q: 3 clusters Score -2.340406e+07 nChanged 7193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 152644 members 
Entering Unmasked Estep 
Score: -23407814.000000 Penalty: 6051.608398
	Iteration 11Q: 3 clusters Score -2.340781e+07 nChanged 6626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39767 members 
Mstep: Class 2 contains 159186 members 
Entering Unmasked Estep 
Score: -23411492.000000 Penalty: 6051.608398
	Iteration 12Q: 3 clusters Score -2.341149e+07 nChanged 6260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 165420 members 
Entering Unmasked Estep 
Score: -23415326.000000 Penalty: 6051.608398
	Iteration 13Q: 3 clusters Score -2.341533e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 170928 members 
Entering Unmasked Estep 
Score: -23418642.000000 Penalty: 6051.608398
	Iteration 14Q: 3 clusters Score -2.341864e+07 nChanged 4773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23254 members 
Mstep: Class 2 contains 175699 members 
Entering Unmasked Estep 
Score: -23421688.000000 Penalty: 6051.608398
	Iteration 15Q: 3 clusters Score -2.342169e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 179587 members 
Entering Unmasked Estep 
Score: -23423804.000000 Penalty: 6051.608398
	Iteration 16Q: 3 clusters Score -2.34238e+07 nChanged 3140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16230 members 
Mstep: Class 2 contains 182723 members 
Entering Unmasked Estep 
Score: -23425272.000000 Penalty: 6051.608398
	Iteration 17Q: 3 clusters Score -2.342527e+07 nChanged 2556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13674 members 
Mstep: Class 2 contains 185279 members 
Entering Unmasked Estep 
Score: -23426290.000000 Penalty: 6051.608398
	Iteration 18Q: 3 clusters Score -2.342629e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11700 members 
Mstep: Class 2 contains 187253 members 
Entering Unmasked Estep 
Score: -23427210.000000 Penalty: 6051.608398
	Iteration 19Q: 3 clusters Score -2.342721e+07 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 188893 members 
Entering Unmasked Estep 
Score: -23427888.000000 Penalty: 6051.608398
	Iteration 20F: 3 clusters Score -2.342789e+07 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 190252 members 
Entering Unmasked Estep 
Score: -23428338.000000 Penalty: 6051.608398
	Iteration 21Q: 3 clusters Score -2.342834e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 191326 members 
Entering Unmasked Estep 
Score: -23428690.000000 Penalty: 6051.608398
	Iteration 22Q: 3 clusters Score -2.342869e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 192180 members 
Entering Unmasked Estep 
Score: -23428954.000000 Penalty: 6051.608398
	Iteration 23Q: 3 clusters Score -2.342895e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6087 members 
Mstep: Class 2 contains 192866 members 
Entering Unmasked Estep 
Score: -23429238.000000 Penalty: 6051.608398
	Iteration 24Q: 3 clusters Score -2.342924e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 193391 members 
Entering Unmasked Estep 
Score: -23429346.000000 Penalty: 6051.608398
	Iteration 25Q: 3 clusters Score -2.342935e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 193789 members 
Entering Unmasked Estep 
Score: -23429368.000000 Penalty: 6051.608398
	Iteration 26Q: 3 clusters Score -2.342937e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 194105 members 
Entering Unmasked Estep 
Score: -23429418.000000 Penalty: 6051.608398
	Iteration 27Q: 3 clusters Score -2.342942e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 194383 members 
Entering Unmasked Estep 
Score: -23429370.000000 Penalty: 6051.608398
	Iteration 28Q: 3 clusters Score -2.342937e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 194605 members 
Entering Unmasked Estep 
Score: -23429396.000000 Penalty: 6051.608398
	Iteration 29Q: 3 clusters Score -2.34294e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 194779 members 
Entering Unmasked Estep 
Score: -23429468.000000 Penalty: 6051.608398
	Iteration 30Q: 3 clusters Score -2.342947e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 194908 members 
Entering Unmasked Estep 
Score: -23429508.000000 Penalty: 6051.608398
	Iteration 31Q: 3 clusters Score -2.342951e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 195019 members 
Entering Unmasked Estep 
Score: -23429514.000000 Penalty: 6051.608398
	Iteration 32Q: 3 clusters Score -2.342951e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3847 members 
Mstep: Class 2 contains 195106 members 
Entering Unmasked Estep 
Score: -23429498.000000 Penalty: 6051.608398
	Iteration 33Q: 3 clusters Score -2.34295e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 195167 members 
Entering Unmasked Estep 
Score: -23429520.000000 Penalty: 6051.608398
	Iteration 34Q: 3 clusters Score -2.342952e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 195220 members 
Entering Unmasked Estep 
Score: -23429572.000000 Penalty: 6051.608398
	Iteration 35Q: 3 clusters Score -2.342957e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 195268 members 
Entering Unmasked Estep 
Score: -23429582.000000 Penalty: 6051.608398
	Iteration 36Q: 3 clusters Score -2.342958e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 195303 members 
Entering Unmasked Estep 
Score: -23429588.000000 Penalty: 6051.608398
	Iteration 37Q: 3 clusters Score -2.342959e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3612 members 
Mstep: Class 2 contains 195341 members 
Entering Unmasked Estep 
Score: -23429612.000000 Penalty: 6051.608398
	Iteration 38Q: 3 clusters Score -2.342961e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 195372 members 
Entering Unmasked Estep 
Score: -23429576.000000 Penalty: 6051.608398
	Iteration 39Q: 3 clusters Score -2.342958e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 195395 members 
Entering Unmasked Estep 
Score: -23429612.000000 Penalty: 6051.608398
	Iteration 40F: 3 clusters Score -2.342961e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 195420 members 
Entering Unmasked Estep 
Score: -23429582.000000 Penalty: 6051.608398
	Iteration 41Q: 3 clusters Score -2.342958e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 195450 members 
Entering Unmasked Estep 
Score: -23429576.000000 Penalty: 6051.608398
	Iteration 42Q: 3 clusters Score -2.342958e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 195475 members 
Entering Unmasked Estep 
Score: -23429588.000000 Penalty: 6051.608398
	Iteration 43Q: 3 clusters Score -2.342959e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 195496 members 
Entering Unmasked Estep 
Score: -23429602.000000 Penalty: 6051.608398
	Iteration 44Q: 3 clusters Score -2.34296e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 195520 members 
Entering Unmasked Estep 
Score: -23429624.000000 Penalty: 6051.608398
	Iteration 45Q: 3 clusters Score -2.342962e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 195533 members 
Entering Unmasked Estep 
Score: -23429650.000000 Penalty: 6051.608398
	Iteration 46Q: 3 clusters Score -2.342965e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 195548 members 
Entering Unmasked Estep 
Score: -23429646.000000 Penalty: 6051.608398
	Iteration 47Q: 3 clusters Score -2.342965e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 195567 members 
Entering Unmasked Estep 
Score: -23429656.000000 Penalty: 6051.608398
	Iteration 48Q: 3 clusters Score -2.342966e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 195587 members 
Entering Unmasked Estep 
Score: -23429682.000000 Penalty: 6051.608398
	Iteration 49Q: 3 clusters Score -2.342968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 195612 members 
Entering Unmasked Estep 
Score: -23429676.000000 Penalty: 6051.608398
	Iteration 50Q: 3 clusters Score -2.342968e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 195637 members 
Entering Unmasked Estep 
Score: -23429658.000000 Penalty: 6051.608398
	Iteration 51Q: 3 clusters Score -2.342966e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3292 members 
Mstep: Class 2 contains 195661 members 
Entering Unmasked Estep 
Score: -23429664.000000 Penalty: 6051.608398
	Iteration 52Q: 3 clusters Score -2.342966e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3261 members 
Mstep: Class 2 contains 195692 members 
Entering Unmasked Estep 
Score: -23429672.000000 Penalty: 6051.608398
	Iteration 53Q: 3 clusters Score -2.342967e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 195716 members 
Entering Unmasked Estep 
Score: -23429670.000000 Penalty: 6051.608398
	Iteration 54Q: 3 clusters Score -2.342967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 195732 members 
Entering Unmasked Estep 
Score: -23429674.000000 Penalty: 6051.608398
	Iteration 55Q: 3 clusters Score -2.342967e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 195743 members 
Entering Unmasked Estep 
Score: -23429676.000000 Penalty: 6051.608398
	Iteration 56Q: 3 clusters Score -2.342968e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3196 members 
Mstep: Class 2 contains 195757 members 
Entering Unmasked Estep 
Score: -23429660.000000 Penalty: 6051.608398
	Iteration 57Q: 3 clusters Score -2.342966e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 195772 members 
Entering Unmasked Estep 
Score: -23429652.000000 Penalty: 6051.608398
	Iteration 58Q: 3 clusters Score -2.342965e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 195783 members 
Entering Unmasked Estep 
Score: -23429668.000000 Penalty: 6051.608398
	Iteration 59Q: 3 clusters Score -2.342967e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 195791 members 
Entering Unmasked Estep 
Score: -23429650.000000 Penalty: 6051.608398
	Iteration 60F: 3 clusters Score -2.342965e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 195805 members 
Entering Unmasked Estep 
Score: -23429666.000000 Penalty: 6051.608398
	Iteration 61Q: 3 clusters Score -2.342967e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 195815 members 
Entering Unmasked Estep 
Score: -23429646.000000 Penalty: 6051.608398
	Iteration 62Q: 3 clusters Score -2.342965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 195829 members 
Entering Unmasked Estep 
Score: -23429666.000000 Penalty: 6051.608398
	Iteration 63Q: 3 clusters Score -2.342967e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 195845 members 
Entering Unmasked Estep 
Score: -23429682.000000 Penalty: 6051.608398
	Iteration 64Q: 3 clusters Score -2.342968e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3103 members 
Mstep: Class 2 contains 195850 members 
Entering Unmasked Estep 
Score: -23429686.000000 Penalty: 6051.608398
	Iteration 65Q: 3 clusters Score -2.342969e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 195852 members 
Entering Unmasked Estep 
Score: -23429690.000000 Penalty: 6051.608398
	Iteration 66Q: 3 clusters Score -2.342969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3097 members 
Mstep: Class 2 contains 195856 members 
Entering Unmasked Estep 
Score: -23429680.000000 Penalty: 6051.608398
	Iteration 67Q: 3 clusters Score -2.342968e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 195860 members 
Entering Unmasked Estep 
Score: -23429660.000000 Penalty: 6051.608398
	Iteration 68Q: 3 clusters Score -2.342966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 195862 members 
Entering Unmasked Estep 
Score: -23429668.000000 Penalty: 6051.608398
	Iteration 69Q: 3 clusters Score -2.342967e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 195862 members 
Entering Unmasked Estep 
Score: -23429664.000000 Penalty: 6051.608398
	Iteration 70Q: 3 clusters Score -2.342966e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 195864 members 
Entering Unmasked Estep 
Score: -23429670.000000 Penalty: 6051.608398
	Iteration 71Q: 3 clusters Score -2.342967e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 195869 members 
Entering Unmasked Estep 
Score: -23429666.000000 Penalty: 6051.608398
	Iteration 72Q: 3 clusters Score -2.342967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 195871 members 
Entering Unmasked Estep 
Score: -23429690.000000 Penalty: 6051.608398
	Iteration 73Q: 3 clusters Score -2.342969e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 195877 members 
Entering Unmasked Estep 
Score: -23429684.000000 Penalty: 6051.608398
	Iteration 74Q: 3 clusters Score -2.342968e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 195878 members 
Entering Unmasked Estep 
Score: -23429678.000000 Penalty: 6051.608398
	Iteration 75Q: 3 clusters Score -2.342968e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 195880 members 
Entering Unmasked Estep 
Score: -23429672.000000 Penalty: 6051.608398
	Iteration 76Q: 3 clusters Score -2.342967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 195881 members 
Entering Unmasked Estep 
Score: -23429672.000000 Penalty: 6051.608398
	Iteration 77Q: 3 clusters Score -2.342967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 195882 members 
Entering Unmasked Estep 
Score: -23429678.000000 Penalty: 6051.608398
	Iteration 78Q: 3 clusters Score -2.342968e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 195882 members 
Entering Unmasked Estep 
Score: -23429678.000000 Penalty: 6051.608398
	Iteration 79F: 3 clusters Score -2.342968e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Entering Unmasked Estep 
Score: -193379.140625 Penalty: 1940.462524
	Iteration 0F: 2 clusters Score -193379.1 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 1242 members 
Entering Unmasked Estep 
Score: -190488.187500 Penalty: 3880.925049
	Iteration 0F: 3 clusters Score -190488.2 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -191180.875000 Penalty: 3880.925049
	Iteration 1F: 3 clusters Score -191180.9 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -191428.812500 Penalty: 3880.925049
	Iteration 2F: 3 clusters Score -191428.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -191627.484375 Penalty: 3880.925049
	Iteration 3F: 3 clusters Score -191627.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -191716.171875 Penalty: 3880.925049
	Iteration 4Q: 3 clusters Score -191716.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -191767.281250 Penalty: 3880.925049
	Iteration 5Q: 3 clusters Score -191767.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -191806.515625 Penalty: 3880.925049
	Iteration 6Q: 3 clusters Score -191806.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -191845.687500 Penalty: 3880.925049
	Iteration 7Q: 3 clusters Score -191845.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -191859.031250 Penalty: 3880.925049
	Iteration 8Q: 3 clusters Score -191859 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -191869.093750 Penalty: 3880.925049
	Iteration 9Q: 3 clusters Score -191869.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -191877.578125 Penalty: 3880.925049
	Iteration 10Q: 3 clusters Score -191877.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -191885.500000 Penalty: 3880.925049
	Iteration 11Q: 3 clusters Score -191885.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -191894.515625 Penalty: 3880.925049
	Iteration 12Q: 3 clusters Score -191894.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -191908.156250 Penalty: 3880.925049
	Iteration 13Q: 3 clusters Score -191908.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -191921.671875 Penalty: 3880.925049
	Iteration 14Q: 3 clusters Score -191921.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -191927.546875 Penalty: 3880.925049
	Iteration 15Q: 3 clusters Score -191927.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -191931.890625 Penalty: 3880.925049
	Iteration 16Q: 3 clusters Score -191931.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -191937.296875 Penalty: 3880.925049
	Iteration 17Q: 3 clusters Score -191937.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -191942.828125 Penalty: 3880.925049
	Iteration 18Q: 3 clusters Score -191942.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -191947.703125 Penalty: 3880.925049
	Iteration 19Q: 3 clusters Score -191947.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -191951.843750 Penalty: 3880.925049
	Iteration 20F: 3 clusters Score -191951.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -191957.156250 Penalty: 3880.925049
	Iteration 21Q: 3 clusters Score -191957.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 997 members 
Entering Unmasked Estep 
Score: -191960.250000 Penalty: 3880.925049
	Iteration 22Q: 3 clusters Score -191960.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -191965.468750 Penalty: 3880.925049
	Iteration 23Q: 3 clusters Score -191965.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -191973.296875 Penalty: 3880.925049
	Iteration 24Q: 3 clusters Score -191973.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -191989.859375 Penalty: 3880.925049
	Iteration 25Q: 3 clusters Score -191989.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -192007.234375 Penalty: 3880.925049
	Iteration 26Q: 3 clusters Score -192007.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 978 members 
Entering Unmasked Estep 
Score: -192025.546875 Penalty: 3880.925049
	Iteration 27Q: 3 clusters Score -192025.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -192051.687500 Penalty: 3880.925049
	Iteration 28Q: 3 clusters Score -192051.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -192077.781250 Penalty: 3880.925049
	Iteration 29Q: 3 clusters Score -192077.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -192101.828125 Penalty: 3880.925049
	Iteration 30Q: 3 clusters Score -192101.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1560 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -192140.093750 Penalty: 3880.925049
	Iteration 31Q: 3 clusters Score -192140.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -192187.562500 Penalty: 3880.925049
	Iteration 32Q: 3 clusters Score -192187.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -192258.031250 Penalty: 3880.925049
	Iteration 33Q: 3 clusters Score -192258 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -192318.843750 Penalty: 3880.925049
	Iteration 34Q: 3 clusters Score -192318.8 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -192393.671875 Penalty: 3880.925049
	Iteration 35Q: 3 clusters Score -192393.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -192461.218750 Penalty: 3880.925049
	Iteration 36Q: 3 clusters Score -192461.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -192525.968750 Penalty: 3880.925049
	Iteration 37Q: 3 clusters Score -192526 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -192623.250000 Penalty: 3880.925049
	Iteration 38Q: 3 clusters Score -192623.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -192726.640625 Penalty: 3880.925049
	Iteration 39Q: 3 clusters Score -192726.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -192864.515625 Penalty: 3880.925049
	Iteration 40F: 3 clusters Score -192864.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -193151.031250 Penalty: 3880.925049
	Iteration 41Q: 3 clusters Score -193151 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -193449.609375 Penalty: 3880.925049
	Iteration 42Q: 3 clusters Score -193449.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -193563.218750 Penalty: 3880.925049
	Iteration 43Q: 3 clusters Score -193563.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -193609.328125 Penalty: 3880.925049
	Iteration 44Q: 3 clusters Score -193609.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -193626.000000 Penalty: 3880.925049
	Iteration 45Q: 3 clusters Score -193626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -193633.531250 Penalty: 3880.925049
	Iteration 46Q: 3 clusters Score -193633.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -193639.984375 Penalty: 3880.925049
	Iteration 47Q: 3 clusters Score -193640 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -193647.078125 Penalty: 3880.925049
	Iteration 48Q: 3 clusters Score -193647.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -193652.921875 Penalty: 3880.925049
	Iteration 49Q: 3 clusters Score -193652.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -193655.015625 Penalty: 3880.925049
	Iteration 50Q: 3 clusters Score -193655 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -193660.140625 Penalty: 3880.925049
	Iteration 51Q: 3 clusters Score -193660.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -193663.515625 Penalty: 3880.925049
	Iteration 52Q: 3 clusters Score -193663.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -193667.937500 Penalty: 3880.925049
	Iteration 53Q: 3 clusters Score -193667.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -193670.187500 Penalty: 3880.925049
	Iteration 54Q: 3 clusters Score -193670.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -193670.937500 Penalty: 3880.925049
	Iteration 55F: 3 clusters Score -193670.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -193672.328125 Penalty: 3880.925049
	Iteration 56Q: 3 clusters Score -193672.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -193672.656250 Penalty: 3880.925049
	Iteration 57Q: 3 clusters Score -193672.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -193673.218750 Penalty: 3880.925049
	Iteration 58Q: 3 clusters Score -193673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -193673.218750 Penalty: 3880.925049
	Iteration 59F: 3 clusters Score -193673.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 885 members 
Mstep: Class 3 contains 261856 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 21068 members 
Mstep: Class 6 contains 73796 members 
Mstep: Class 7 contains 51745 members 
Mstep: Class 8 contains 24290 members 
Mstep: Class 9 contains 10552 members 
Mstep: Class 10 contains 301283 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8935 members 
Mstep: Class 13 contains 24333 members 
Mstep: Class 14 contains 198953 members 
Mstep: Class 15 contains 1616 members 
Mstep: Class 16 contains 20991 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 18879 members 
Mstep: Class 19 contains 221163 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 85379 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 9924 members 
Entering Unmasked Estep 
Score: -161426384.000000 Penalty: 98363.328125
Splitting cluster 15 changes total score from -161427328.000000 to -161426384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (20991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20991 members 
Entering Unmasked Estep 
Score: -2520337.000000 Penalty: 2468.058594
	Iteration 0F: 2 clusters Score -2520337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 10526 members 
Entering Unmasked Estep 
Score: -2505605.250000 Penalty: 4936.117188
	Iteration 0F: 3 clusters Score -2505605 nChanged 9275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10234 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -2510382.750000 Penalty: 4936.117188
	Iteration 1F: 3 clusters Score -2510383 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10057 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -2510694.750000 Penalty: 4936.117188
	Iteration 2Q: 3 clusters Score -2510695 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9820 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -2510973.000000 Penalty: 4936.117188
	Iteration 3Q: 3 clusters Score -2510973 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 11505 members 
Entering Unmasked Estep 
Score: -2511187.500000 Penalty: 4936.117188
	Iteration 4Q: 3 clusters Score -2511188 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9114 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -2511414.000000 Penalty: 4936.117188
	Iteration 5Q: 3 clusters Score -2511414 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2511677.000000 Penalty: 4936.117188
	Iteration 6Q: 3 clusters Score -2511677 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 13024 members 
Entering Unmasked Estep 
Score: -2512049.750000 Penalty: 4936.117188
	Iteration 7Q: 3 clusters Score -2512050 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -2512584.750000 Penalty: 4936.117188
	Iteration 8Q: 3 clusters Score -2512585 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -2513362.250000 Penalty: 4936.117188
	Iteration 9F: 3 clusters Score -2513362 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -2514451.500000 Penalty: 4936.117188
	Iteration 10F: 3 clusters Score -2514452 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 17306 members 
Entering Unmasked Estep 
Score: -2515651.250000 Penalty: 4936.117188
	Iteration 11F: 3 clusters Score -2515651 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2713 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -2516707.000000 Penalty: 4936.117188
	Iteration 12F: 3 clusters Score -2516707 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 18933 members 
Entering Unmasked Estep 
Score: -2517460.500000 Penalty: 4936.117188
	Iteration 13Q: 3 clusters Score -2517460 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 19277 members 
Entering Unmasked Estep 
Score: -2517857.500000 Penalty: 4936.117188
	Iteration 14Q: 3 clusters Score -2517858 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 19489 members 
Entering Unmasked Estep 
Score: -2518074.250000 Penalty: 4936.117188
	Iteration 15Q: 3 clusters Score -2518074 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -2518201.000000 Penalty: 4936.117188
	Iteration 16Q: 3 clusters Score -2518201 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -2518267.000000 Penalty: 4936.117188
	Iteration 17Q: 3 clusters Score -2518267 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 19803 members 
Entering Unmasked Estep 
Score: -2518326.500000 Penalty: 4936.117188
	Iteration 18Q: 3 clusters Score -2518326 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -2518368.750000 Penalty: 4936.117188
	Iteration 19Q: 3 clusters Score -2518369 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 19897 members 
Entering Unmasked Estep 
Score: -2518390.250000 Penalty: 4936.117188
	Iteration 20F: 3 clusters Score -2518390 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 19931 members 
Entering Unmasked Estep 
Score: -2518411.250000 Penalty: 4936.117188
	Iteration 21Q: 3 clusters Score -2518411 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -2518420.250000 Penalty: 4936.117188
	Iteration 22Q: 3 clusters Score -2518420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -2518434.500000 Penalty: 4936.117188
	Iteration 23Q: 3 clusters Score -2518434 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20001 members 
Entering Unmasked Estep 
Score: -2518443.250000 Penalty: 4936.117188
	Iteration 24Q: 3 clusters Score -2518443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 20015 members 
Entering Unmasked Estep 
Score: -2518450.250000 Penalty: 4936.117188
	Iteration 25Q: 3 clusters Score -2518450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 20025 members 
Entering Unmasked Estep 
Score: -2518455.250000 Penalty: 4936.117188
	Iteration 26Q: 3 clusters Score -2518455 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -2518458.250000 Penalty: 4936.117188
	Iteration 27Q: 3 clusters Score -2518458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -2518461.000000 Penalty: 4936.117188
	Iteration 28Q: 3 clusters Score -2518461 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2518464.250000 Penalty: 4936.117188
	Iteration 29Q: 3 clusters Score -2518464 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2518468.250000 Penalty: 4936.117188
	Iteration 30Q: 3 clusters Score -2518468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -2518468.500000 Penalty: 4936.117188
	Iteration 31Q: 3 clusters Score -2518468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 20067 members 
Entering Unmasked Estep 
Score: -2518470.250000 Penalty: 4936.117188
	Iteration 32Q: 3 clusters Score -2518470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -2518470.750000 Penalty: 4936.117188
	Iteration 33Q: 3 clusters Score -2518471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20074 members 
Entering Unmasked Estep 
Score: -2518474.250000 Penalty: 4936.117188
	Iteration 34Q: 3 clusters Score -2518474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 20078 members 
Entering Unmasked Estep 
Score: -2518472.500000 Penalty: 4936.117188
	Iteration 35Q: 3 clusters Score -2518472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -2518474.250000 Penalty: 4936.117188
	Iteration 36Q: 3 clusters Score -2518474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 20085 members 
Entering Unmasked Estep 
Score: -2518479.500000 Penalty: 4936.117188
	Iteration 37Q: 3 clusters Score -2518480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2518480.000000 Penalty: 4936.117188
	Iteration 38Q: 3 clusters Score -2518480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -2518480.000000 Penalty: 4936.117188
	Iteration 39F: 3 clusters Score -2518480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5953 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Entering Unmasked Estep 
Score: -670350.812500 Penalty: 2155.529297
	Iteration 0F: 2 clusters Score -670350.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -665190.125000 Penalty: 4311.058594
	Iteration 0F: 3 clusters Score -665190.1 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2982 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -666541.125000 Penalty: 4311.058594
	Iteration 1F: 3 clusters Score -666541.1 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -666757.437500 Penalty: 4311.058594
	Iteration 2F: 3 clusters Score -666757.4 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -666902.062500 Penalty: 4311.058594
	Iteration 3F: 3 clusters Score -666902.1 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -667024.812500 Penalty: 4311.058594
	Iteration 4Q: 3 clusters Score -667024.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -667135.125000 Penalty: 4311.058594
	Iteration 5Q: 3 clusters Score -667135.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -667228.187500 Penalty: 4311.058594
	Iteration 6Q: 3 clusters Score -667228.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -667315.375000 Penalty: 4311.058594
	Iteration 7Q: 3 clusters Score -667315.4 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -667377.562500 Penalty: 4311.058594
	Iteration 8Q: 3 clusters Score -667377.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -667440.750000 Penalty: 4311.058594
	Iteration 9Q: 3 clusters Score -667440.8 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -667512.125000 Penalty: 4311.058594
	Iteration 10Q: 3 clusters Score -667512.1 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -667609.812500 Penalty: 4311.058594
	Iteration 11Q: 3 clusters Score -667609.8 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -667709.125000 Penalty: 4311.058594
	Iteration 12Q: 3 clusters Score -667709.1 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -667811.062500 Penalty: 4311.058594
	Iteration 13Q: 3 clusters Score -667811.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -667893.812500 Penalty: 4311.058594
	Iteration 14Q: 3 clusters Score -667893.8 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -667961.062500 Penalty: 4311.058594
	Iteration 15Q: 3 clusters Score -667961.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -668018.937500 Penalty: 4311.058594
	Iteration 16Q: 3 clusters Score -668018.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -668081.312500 Penalty: 4311.058594
	Iteration 17Q: 3 clusters Score -668081.3 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4557 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -668139.000000 Penalty: 4311.058594
	Iteration 18Q: 3 clusters Score -668139 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4637 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -668187.437500 Penalty: 4311.058594
	Iteration 19Q: 3 clusters Score -668187.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -668225.437500 Penalty: 4311.058594
	Iteration 20F: 3 clusters Score -668225.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -668261.750000 Penalty: 4311.058594
	Iteration 21Q: 3 clusters Score -668261.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -668293.250000 Penalty: 4311.058594
	Iteration 22Q: 3 clusters Score -668293.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -668316.875000 Penalty: 4311.058594
	Iteration 23Q: 3 clusters Score -668316.9 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -668349.187500 Penalty: 4311.058594
	Iteration 24Q: 3 clusters Score -668349.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -668380.687500 Penalty: 4311.058594
	Iteration 25Q: 3 clusters Score -668380.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -668398.250000 Penalty: 4311.058594
	Iteration 26Q: 3 clusters Score -668398.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -668413.750000 Penalty: 4311.058594
	Iteration 27Q: 3 clusters Score -668413.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -668426.687500 Penalty: 4311.058594
	Iteration 28Q: 3 clusters Score -668426.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -668437.062500 Penalty: 4311.058594
	Iteration 29Q: 3 clusters Score -668437.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -668443.500000 Penalty: 4311.058594
	Iteration 30Q: 3 clusters Score -668443.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5059 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -668451.562500 Penalty: 4311.058594
	Iteration 31Q: 3 clusters Score -668451.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -668457.312500 Penalty: 4311.058594
	Iteration 32Q: 3 clusters Score -668457.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -668463.625000 Penalty: 4311.058594
	Iteration 33Q: 3 clusters Score -668463.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -668468.687500 Penalty: 4311.058594
	Iteration 34Q: 3 clusters Score -668468.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -668471.062500 Penalty: 4311.058594
	Iteration 35Q: 3 clusters Score -668471.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -668475.312500 Penalty: 4311.058594
	Iteration 36Q: 3 clusters Score -668475.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5105 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -668480.937500 Penalty: 4311.058594
	Iteration 37Q: 3 clusters Score -668480.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -668483.187500 Penalty: 4311.058594
	Iteration 38Q: 3 clusters Score -668483.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -668486.812500 Penalty: 4311.058594
	Iteration 39Q: 3 clusters Score -668486.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -668489.250000 Penalty: 4311.058594
	Iteration 40F: 3 clusters Score -668489.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -668490.937500 Penalty: 4311.058594
	Iteration 41Q: 3 clusters Score -668490.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -668491.937500 Penalty: 4311.058594
	Iteration 42Q: 3 clusters Score -668491.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -668491.562500 Penalty: 4311.058594
	Iteration 43Q: 3 clusters Score -668491.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5131 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -668492.687500 Penalty: 4311.058594
	Iteration 44Q: 3 clusters Score -668492.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -668495.750000 Penalty: 4311.058594
	Iteration 45Q: 3 clusters Score -668495.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -668496.812500 Penalty: 4311.058594
	Iteration 46Q: 3 clusters Score -668496.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -668500.375000 Penalty: 4311.058594
	Iteration 47Q: 3 clusters Score -668500.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -668502.937500 Penalty: 4311.058594
	Iteration 48Q: 3 clusters Score -668502.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -668503.375000 Penalty: 4311.058594
	Iteration 49Q: 3 clusters Score -668503.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5152 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -668508.000000 Penalty: 4311.058594
	Iteration 50Q: 3 clusters Score -668508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -668510.437500 Penalty: 4311.058594
	Iteration 51Q: 3 clusters Score -668510.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -668514.312500 Penalty: 4311.058594
	Iteration 52Q: 3 clusters Score -668514.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -668517.000000 Penalty: 4311.058594
	Iteration 53Q: 3 clusters Score -668517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5165 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -668519.125000 Penalty: 4311.058594
	Iteration 54Q: 3 clusters Score -668519.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -668524.062500 Penalty: 4311.058594
	Iteration 55Q: 3 clusters Score -668524.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -668524.875000 Penalty: 4311.058594
	Iteration 56Q: 3 clusters Score -668524.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -668526.000000 Penalty: 4311.058594
	Iteration 57Q: 3 clusters Score -668526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -668527.062500 Penalty: 4311.058594
	Iteration 58Q: 3 clusters Score -668527.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -668528.187500 Penalty: 4311.058594
	Iteration 59Q: 3 clusters Score -668528.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5176 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -668528.687500 Penalty: 4311.058594
	Iteration 60F: 3 clusters Score -668528.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18879 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Entering Unmasked Estep 
Score: -2115480.000000 Penalty: 2441.759766
	Iteration 0F: 2 clusters Score -2115480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9455 members 
Mstep: Class 2 contains 9424 members 
Entering Unmasked Estep 
Score: -2102151.250000 Penalty: 4883.519531
	Iteration 0F: 3 clusters Score -2102151 nChanged 8277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9588 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -2106683.500000 Penalty: 4883.519531
	Iteration 1F: 3 clusters Score -2106684 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 9115 members 
Entering Unmasked Estep 
Score: -2107300.750000 Penalty: 4883.519531
	Iteration 2F: 3 clusters Score -2107301 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 8879 members 
Entering Unmasked Estep 
Score: -2107962.500000 Penalty: 4883.519531
	Iteration 3F: 3 clusters Score -2107962 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2108715.000000 Penalty: 4883.519531
	Iteration 4F: 3 clusters Score -2108715 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 8193 members 
Entering Unmasked Estep 
Score: -2109479.500000 Penalty: 4883.519531
	Iteration 5F: 3 clusters Score -2109480 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11068 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2110159.000000 Penalty: 4883.519531
	Iteration 6F: 3 clusters Score -2110159 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 7510 members 
Entering Unmasked Estep 
Score: -2110658.000000 Penalty: 4883.519531
	Iteration 7F: 3 clusters Score -2110658 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 7296 members 
Entering Unmasked Estep 
Score: -2111013.250000 Penalty: 4883.519531
	Iteration 8Q: 3 clusters Score -2111013 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11763 members 
Mstep: Class 2 contains 7116 members 
Entering Unmasked Estep 
Score: -2111276.250000 Penalty: 4883.519531
	Iteration 9Q: 3 clusters Score -2111276 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 6977 members 
Entering Unmasked Estep 
Score: -2111501.250000 Penalty: 4883.519531
	Iteration 10Q: 3 clusters Score -2111501 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12057 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -2111716.500000 Penalty: 4883.519531
	Iteration 11Q: 3 clusters Score -2111716 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12212 members 
Mstep: Class 2 contains 6667 members 
Entering Unmasked Estep 
Score: -2111931.000000 Penalty: 4883.519531
	Iteration 12Q: 3 clusters Score -2111931 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12344 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -2112102.500000 Penalty: 4883.519531
	Iteration 13Q: 3 clusters Score -2112102 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 6423 members 
Entering Unmasked Estep 
Score: -2112233.500000 Penalty: 4883.519531
	Iteration 14Q: 3 clusters Score -2112234 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12587 members 
Mstep: Class 2 contains 6292 members 
Entering Unmasked Estep 
Score: -2112334.750000 Penalty: 4883.519531
	Iteration 15Q: 3 clusters Score -2112335 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -2112425.500000 Penalty: 4883.519531
	Iteration 16Q: 3 clusters Score -2112426 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -2112493.000000 Penalty: 4883.519531
	Iteration 17Q: 3 clusters Score -2112493 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12956 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -2112537.750000 Penalty: 4883.519531
	Iteration 18Q: 3 clusters Score -2112538 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -2112573.250000 Penalty: 4883.519531
	Iteration 19Q: 3 clusters Score -2112573 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13154 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2112601.000000 Penalty: 4883.519531
	Iteration 20F: 3 clusters Score -2112601 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13237 members 
Mstep: Class 2 contains 5642 members 
Entering Unmasked Estep 
Score: -2112605.750000 Penalty: 4883.519531
	Iteration 21Q: 3 clusters Score -2112606 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13319 members 
Mstep: Class 2 contains 5560 members 
Entering Unmasked Estep 
Score: -2112628.500000 Penalty: 4883.519531
	Iteration 22Q: 3 clusters Score -2112628 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2112641.750000 Penalty: 4883.519531
	Iteration 23Q: 3 clusters Score -2112642 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2112651.750000 Penalty: 4883.519531
	Iteration 24Q: 3 clusters Score -2112652 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2112667.500000 Penalty: 4883.519531
	Iteration 25Q: 3 clusters Score -2112668 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13567 members 
Mstep: Class 2 contains 5312 members 
Entering Unmasked Estep 
Score: -2112667.750000 Penalty: 4883.519531
	Iteration 26Q: 3 clusters Score -2112668 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13622 members 
Mstep: Class 2 contains 5257 members 
Entering Unmasked Estep 
Score: -2112675.250000 Penalty: 4883.519531
	Iteration 27Q: 3 clusters Score -2112675 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 5216 members 
Entering Unmasked Estep 
Score: -2112686.750000 Penalty: 4883.519531
	Iteration 28Q: 3 clusters Score -2112687 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13705 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -2112693.750000 Penalty: 4883.519531
	Iteration 29Q: 3 clusters Score -2112694 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13735 members 
Mstep: Class 2 contains 5144 members 
Entering Unmasked Estep 
Score: -2112699.250000 Penalty: 4883.519531
	Iteration 30Q: 3 clusters Score -2112699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 5113 members 
Entering Unmasked Estep 
Score: -2112704.750000 Penalty: 4883.519531
	Iteration 31Q: 3 clusters Score -2112705 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -2112703.500000 Penalty: 4883.519531
	Iteration 32Q: 3 clusters Score -2112704 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13828 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -2112713.000000 Penalty: 4883.519531
	Iteration 33Q: 3 clusters Score -2112713 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13865 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -2112717.750000 Penalty: 4883.519531
	Iteration 34Q: 3 clusters Score -2112718 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13899 members 
Mstep: Class 2 contains 4980 members 
Entering Unmasked Estep 
Score: -2112726.000000 Penalty: 4883.519531
	Iteration 35Q: 3 clusters Score -2112726 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13941 members 
Mstep: Class 2 contains 4938 members 
Entering Unmasked Estep 
Score: -2112733.500000 Penalty: 4883.519531
	Iteration 36Q: 3 clusters Score -2112734 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 4891 members 
Entering Unmasked Estep 
Score: -2112742.500000 Penalty: 4883.519531
	Iteration 37Q: 3 clusters Score -2112742 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -2112748.750000 Penalty: 4883.519531
	Iteration 38Q: 3 clusters Score -2112749 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14085 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -2112753.500000 Penalty: 4883.519531
	Iteration 39Q: 3 clusters Score -2112754 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -2112761.500000 Penalty: 4883.519531
	Iteration 40F: 3 clusters Score -2112762 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -2112765.500000 Penalty: 4883.519531
	Iteration 41Q: 3 clusters Score -2112766 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -2112774.000000 Penalty: 4883.519531
	Iteration 42Q: 3 clusters Score -2112774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -2112776.000000 Penalty: 4883.519531
	Iteration 43Q: 3 clusters Score -2112776 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -2112789.500000 Penalty: 4883.519531
	Iteration 44Q: 3 clusters Score -2112790 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -2112796.000000 Penalty: 4883.519531
	Iteration 45Q: 3 clusters Score -2112796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14360 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -2112802.750000 Penalty: 4883.519531
	Iteration 46Q: 3 clusters Score -2112803 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -2112805.500000 Penalty: 4883.519531
	Iteration 47Q: 3 clusters Score -2112806 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -2112815.000000 Penalty: 4883.519531
	Iteration 48Q: 3 clusters Score -2112815 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14485 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2112825.250000 Penalty: 4883.519531
	Iteration 49Q: 3 clusters Score -2112825 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2112832.500000 Penalty: 4883.519531
	Iteration 50Q: 3 clusters Score -2112832 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2112841.250000 Penalty: 4883.519531
	Iteration 51Q: 3 clusters Score -2112841 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -2112852.000000 Penalty: 4883.519531
	Iteration 52Q: 3 clusters Score -2112852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14680 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -2112858.000000 Penalty: 4883.519531
	Iteration 53Q: 3 clusters Score -2112858 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -2112867.000000 Penalty: 4883.519531
	Iteration 54Q: 3 clusters Score -2112867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14765 members 
Mstep: Class 2 contains 4114 members 
Entering Unmasked Estep 
Score: -2112871.500000 Penalty: 4883.519531
	Iteration 55Q: 3 clusters Score -2112872 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -2112880.750000 Penalty: 4883.519531
	Iteration 56Q: 3 clusters Score -2112881 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -2112886.750000 Penalty: 4883.519531
	Iteration 57Q: 3 clusters Score -2112887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -2112910.500000 Penalty: 4883.519531
	Iteration 58Q: 3 clusters Score -2112910 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -2112932.750000 Penalty: 4883.519531
	Iteration 59Q: 3 clusters Score -2112933 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15058 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -2112953.750000 Penalty: 4883.519531
	Iteration 60F: 3 clusters Score -2112954 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -2112956.500000 Penalty: 4883.519531
	Iteration 61Q: 3 clusters Score -2112956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -2112966.000000 Penalty: 4883.519531
	Iteration 62Q: 3 clusters Score -2112966 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -2112974.250000 Penalty: 4883.519531
	Iteration 63Q: 3 clusters Score -2112974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -2112976.000000 Penalty: 4883.519531
	Iteration 64Q: 3 clusters Score -2112976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15254 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -2112976.250000 Penalty: 4883.519531
	Iteration 65Q: 3 clusters Score -2112976 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 3594 members 
Entering Unmasked Estep 
Score: -2112985.500000 Penalty: 4883.519531
	Iteration 66Q: 3 clusters Score -2112986 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -2112991.250000 Penalty: 4883.519531
	Iteration 67Q: 3 clusters Score -2112991 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 3544 members 
Entering Unmasked Estep 
Score: -2112999.500000 Penalty: 4883.519531
	Iteration 68Q: 3 clusters Score -2113000 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15367 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -2113002.000000 Penalty: 4883.519531
	Iteration 69Q: 3 clusters Score -2113002 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15402 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -2113005.500000 Penalty: 4883.519531
	Iteration 70Q: 3 clusters Score -2113006 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15431 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -2113006.500000 Penalty: 4883.519531
	Iteration 71Q: 3 clusters Score -2113006 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 3420 members 
Entering Unmasked Estep 
Score: -2113012.000000 Penalty: 4883.519531
	Iteration 72Q: 3 clusters Score -2113012 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15487 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -2113018.500000 Penalty: 4883.519531
	Iteration 73Q: 3 clusters Score -2113018 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -2113021.500000 Penalty: 4883.519531
	Iteration 74Q: 3 clusters Score -2113022 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15549 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -2113025.750000 Penalty: 4883.519531
	Iteration 75Q: 3 clusters Score -2113026 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15588 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -2113028.500000 Penalty: 4883.519531
	Iteration 76Q: 3 clusters Score -2113028 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15625 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -2113042.750000 Penalty: 4883.519531
	Iteration 77Q: 3 clusters Score -2113043 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15652 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -2113046.750000 Penalty: 4883.519531
	Iteration 78Q: 3 clusters Score -2113047 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15679 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -2113052.500000 Penalty: 4883.519531
	Iteration 79Q: 3 clusters Score -2113052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -2113055.750000 Penalty: 4883.519531
	Iteration 80F: 3 clusters Score -2113056 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -2113064.250000 Penalty: 4883.519531
	Iteration 81Q: 3 clusters Score -2113064 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15785 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2113076.250000 Penalty: 4883.519531
	Iteration 82Q: 3 clusters Score -2113076 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2113092.750000 Penalty: 4883.519531
	Iteration 83Q: 3 clusters Score -2113093 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -2113109.000000 Penalty: 4883.519531
	Iteration 84Q: 3 clusters Score -2113109 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -2113118.500000 Penalty: 4883.519531
	Iteration 85Q: 3 clusters Score -2113118 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15972 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -2113128.250000 Penalty: 4883.519531
	Iteration 86Q: 3 clusters Score -2113128 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -2113144.000000 Penalty: 4883.519531
	Iteration 87Q: 3 clusters Score -2113144 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16074 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -2113156.750000 Penalty: 4883.519531
	Iteration 88Q: 3 clusters Score -2113157 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16136 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -2113172.250000 Penalty: 4883.519531
	Iteration 89Q: 3 clusters Score -2113172 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -2113184.250000 Penalty: 4883.519531
	Iteration 90Q: 3 clusters Score -2113184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -2113190.250000 Penalty: 4883.519531
	Iteration 91Q: 3 clusters Score -2113190 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 2595 members 
Entering Unmasked Estep 
Score: -2113204.250000 Penalty: 4883.519531
	Iteration 92Q: 3 clusters Score -2113204 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16333 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -2113226.000000 Penalty: 4883.519531
	Iteration 93Q: 3 clusters Score -2113226 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16394 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -2113247.000000 Penalty: 4883.519531
	Iteration 94Q: 3 clusters Score -2113247 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16458 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -2113268.750000 Penalty: 4883.519531
	Iteration 95Q: 3 clusters Score -2113269 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -2113291.250000 Penalty: 4883.519531
	Iteration 96Q: 3 clusters Score -2113291 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -2113325.000000 Penalty: 4883.519531
	Iteration 97Q: 3 clusters Score -2113325 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16686 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -2113350.750000 Penalty: 4883.519531
	Iteration 98Q: 3 clusters Score -2113351 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -2113377.750000 Penalty: 4883.519531
	Iteration 99Q: 3 clusters Score -2113378 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -2113403.250000 Penalty: 4883.519531
	Iteration 100F: 3 clusters Score -2113403 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -2113416.500000 Penalty: 4883.519531
	Iteration 101Q: 3 clusters Score -2113416 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -2113446.750000 Penalty: 4883.519531
	Iteration 102Q: 3 clusters Score -2113447 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -2113458.750000 Penalty: 4883.519531
	Iteration 103Q: 3 clusters Score -2113459 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17008 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -2113464.500000 Penalty: 4883.519531
	Iteration 104Q: 3 clusters Score -2113464 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -2113476.000000 Penalty: 4883.519531
	Iteration 105Q: 3 clusters Score -2113476 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17057 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -2113483.000000 Penalty: 4883.519531
	Iteration 106Q: 3 clusters Score -2113483 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -2113497.250000 Penalty: 4883.519531
	Iteration 107Q: 3 clusters Score -2113497 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17111 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -2113505.500000 Penalty: 4883.519531
	Iteration 108Q: 3 clusters Score -2113506 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17128 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -2113511.250000 Penalty: 4883.519531
	Iteration 109Q: 3 clusters Score -2113511 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17142 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2113517.000000 Penalty: 4883.519531
	Iteration 110Q: 3 clusters Score -2113517 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -2113520.750000 Penalty: 4883.519531
	Iteration 111Q: 3 clusters Score -2113521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17169 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -2113526.500000 Penalty: 4883.519531
	Iteration 112Q: 3 clusters Score -2113526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -2113531.750000 Penalty: 4883.519531
	Iteration 113Q: 3 clusters Score -2113532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17191 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2113533.250000 Penalty: 4883.519531
	Iteration 114Q: 3 clusters Score -2113533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -2113538.250000 Penalty: 4883.519531
	Iteration 115Q: 3 clusters Score -2113538 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2113537.000000 Penalty: 4883.519531
	Iteration 116Q: 3 clusters Score -2113537 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -2113536.750000 Penalty: 4883.519531
	Iteration 117Q: 3 clusters Score -2113537 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -2113536.500000 Penalty: 4883.519531
	Iteration 118Q: 3 clusters Score -2113536 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -2113540.250000 Penalty: 4883.519531
	Iteration 119Q: 3 clusters Score -2113540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -2113541.750000 Penalty: 4883.519531
	Iteration 120F: 3 clusters Score -2113542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -2113546.000000 Penalty: 4883.519531
	Iteration 121Q: 3 clusters Score -2113546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17250 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2113546.250000 Penalty: 4883.519531
	Iteration 122Q: 3 clusters Score -2113546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17257 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -2113548.250000 Penalty: 4883.519531
	Iteration 123Q: 3 clusters Score -2113548 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -2113551.750000 Penalty: 4883.519531
	Iteration 124Q: 3 clusters Score -2113552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2113555.250000 Penalty: 4883.519531
	Iteration 125Q: 3 clusters Score -2113555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17278 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -2113554.250000 Penalty: 4883.519531
	Iteration 126Q: 3 clusters Score -2113554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17286 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2113553.750000 Penalty: 4883.519531
	Iteration 127Q: 3 clusters Score -2113554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2113555.750000 Penalty: 4883.519531
	Iteration 128Q: 3 clusters Score -2113556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -2113557.250000 Penalty: 4883.519531
	Iteration 129Q: 3 clusters Score -2113557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -2113557.250000 Penalty: 4883.519531
	Iteration 130Q: 3 clusters Score -2113557 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2113557.000000 Penalty: 4883.519531
	Iteration 131Q: 3 clusters Score -2113557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17316 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -2113557.250000 Penalty: 4883.519531
	Iteration 132Q: 3 clusters Score -2113557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -2113561.000000 Penalty: 4883.519531
	Iteration 133Q: 3 clusters Score -2113561 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -2113560.250000 Penalty: 4883.519531
	Iteration 134Q: 3 clusters Score -2113560 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2113557.000000 Penalty: 4883.519531
	Iteration 135Q: 3 clusters Score -2113557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -2113558.000000 Penalty: 4883.519531
	Iteration 136Q: 3 clusters Score -2113558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -2113561.000000 Penalty: 4883.519531
	Iteration 137Q: 3 clusters Score -2113561 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17329 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2113563.000000 Penalty: 4883.519531
	Iteration 138Q: 3 clusters Score -2113563 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -2113561.250000 Penalty: 4883.519531
	Iteration 139Q: 3 clusters Score -2113561 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2113566.500000 Penalty: 4883.519531
	Iteration 140F: 3 clusters Score -2113566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -2113565.750000 Penalty: 4883.519531
	Iteration 141Q: 3 clusters Score -2113566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -2113565.000000 Penalty: 4883.519531
	Iteration 142Q: 3 clusters Score -2113565 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -2113567.500000 Penalty: 4883.519531
	Iteration 143Q: 3 clusters Score -2113568 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -2113568.750000 Penalty: 4883.519531
	Iteration 144Q: 3 clusters Score -2113569 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -2113572.000000 Penalty: 4883.519531
	Iteration 145Q: 3 clusters Score -2113572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -2113571.000000 Penalty: 4883.519531
	Iteration 146Q: 3 clusters Score -2113571 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -2113573.250000 Penalty: 4883.519531
	Iteration 147Q: 3 clusters Score -2113573 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -2113570.500000 Penalty: 4883.519531
	Iteration 148Q: 3 clusters Score -2113570 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -2113576.500000 Penalty: 4883.519531
	Iteration 149Q: 3 clusters Score -2113576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -2113579.500000 Penalty: 4883.519531
	Iteration 150Q: 3 clusters Score -2113580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17377 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -2113576.750000 Penalty: 4883.519531
	Iteration 151Q: 3 clusters Score -2113577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -2113578.000000 Penalty: 4883.519531
	Iteration 152Q: 3 clusters Score -2113578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17389 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -2113576.750000 Penalty: 4883.519531
	Iteration 153Q: 3 clusters Score -2113577 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2113578.500000 Penalty: 4883.519531
	Iteration 154Q: 3 clusters Score -2113578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -2113575.750000 Penalty: 4883.519531
	Iteration 155Q: 3 clusters Score -2113576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17392 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -2113578.250000 Penalty: 4883.519531
	Iteration 156Q: 3 clusters Score -2113578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -2113580.000000 Penalty: 4883.519531
	Iteration 157Q: 3 clusters Score -2113580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -2113579.000000 Penalty: 4883.519531
	Iteration 158Q: 3 clusters Score -2113579 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -2113579.500000 Penalty: 4883.519531
	Iteration 159Q: 3 clusters Score -2113580 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -2113580.250000 Penalty: 4883.519531
	Iteration 160F: 3 clusters Score -2113580 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2113581.250000 Penalty: 4883.519531
	Iteration 161Q: 3 clusters Score -2113581 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -2113581.250000 Penalty: 4883.519531
	Iteration 162F: 3 clusters Score -2113581 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (221163 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221163 members 
Entering Unmasked Estep 
Score: -26010246.000000 Penalty: 3052.050537
	Iteration 0F: 2 clusters Score -2.601025e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110755 members 
Mstep: Class 2 contains 110408 members 
Entering Unmasked Estep 
Score: -25867916.000000 Penalty: 6104.101074
	Iteration 0F: 3 clusters Score -2.586792e+07 nChanged 106409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113942 members 
Mstep: Class 2 contains 107221 members 
Entering Unmasked Estep 
Score: -25931380.000000 Penalty: 6104.101074
	Iteration 1F: 3 clusters Score -2.593138e+07 nChanged 7616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115918 members 
Mstep: Class 2 contains 105245 members 
Entering Unmasked Estep 
Score: -25933166.000000 Penalty: 6104.101074
	Iteration 2Q: 3 clusters Score -2.593317e+07 nChanged 8664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119006 members 
Mstep: Class 2 contains 102157 members 
Entering Unmasked Estep 
Score: -25936294.000000 Penalty: 6104.101074
	Iteration 3Q: 3 clusters Score -2.593629e+07 nChanged 10192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123582 members 
Mstep: Class 2 contains 97581 members 
Entering Unmasked Estep 
Score: -25940948.000000 Penalty: 6104.101074
	Iteration 4Q: 3 clusters Score -2.594095e+07 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129564 members 
Mstep: Class 2 contains 91599 members 
Entering Unmasked Estep 
Score: -25947394.000000 Penalty: 6104.101074
	Iteration 5F: 3 clusters Score -2.594739e+07 nChanged 13096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136860 members 
Mstep: Class 2 contains 84303 members 
Entering Unmasked Estep 
Score: -25956282.000000 Penalty: 6104.101074
	Iteration 6F: 3 clusters Score -2.595628e+07 nChanged 13954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144498 members 
Mstep: Class 2 contains 76665 members 
Entering Unmasked Estep 
Score: -25966808.000000 Penalty: 6104.101074
	Iteration 7F: 3 clusters Score -2.596681e+07 nChanged 13077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150855 members 
Mstep: Class 2 contains 70308 members 
Entering Unmasked Estep 
Score: -25976402.000000 Penalty: 6104.101074
	Iteration 8F: 3 clusters Score -2.59764e+07 nChanged 11053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155468 members 
Mstep: Class 2 contains 65695 members 
Entering Unmasked Estep 
Score: -25983260.000000 Penalty: 6104.101074
	Iteration 9Q: 3 clusters Score -2.598326e+07 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159150 members 
Mstep: Class 2 contains 62013 members 
Entering Unmasked Estep 
Score: -25986788.000000 Penalty: 6104.101074
	Iteration 10Q: 3 clusters Score -2.598679e+07 nChanged 5534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162460 members 
Mstep: Class 2 contains 58703 members 
Entering Unmasked Estep 
Score: -25988596.000000 Penalty: 6104.101074
	Iteration 11Q: 3 clusters Score -2.59886e+07 nChanged 4240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165584 members 
Mstep: Class 2 contains 55579 members 
Entering Unmasked Estep 
Score: -25990184.000000 Penalty: 6104.101074
	Iteration 12Q: 3 clusters Score -2.599018e+07 nChanged 3881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168765 members 
Mstep: Class 2 contains 52398 members 
Entering Unmasked Estep 
Score: -25991728.000000 Penalty: 6104.101074
	Iteration 13Q: 3 clusters Score -2.599173e+07 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171910 members 
Mstep: Class 2 contains 49253 members 
Entering Unmasked Estep 
Score: -25993292.000000 Penalty: 6104.101074
	Iteration 14Q: 3 clusters Score -2.599329e+07 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175046 members 
Mstep: Class 2 contains 46117 members 
Entering Unmasked Estep 
Score: -25994886.000000 Penalty: 6104.101074
	Iteration 15Q: 3 clusters Score -2.599489e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178095 members 
Mstep: Class 2 contains 43068 members 
Entering Unmasked Estep 
Score: -25996586.000000 Penalty: 6104.101074
	Iteration 16Q: 3 clusters Score -2.599659e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181079 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -25998380.000000 Penalty: 6104.101074
	Iteration 17Q: 3 clusters Score -2.599838e+07 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183918 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
Score: -26000160.000000 Penalty: 6104.101074
	Iteration 18Q: 3 clusters Score -2.600016e+07 nChanged 3085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186405 members 
Mstep: Class 2 contains 34758 members 
Entering Unmasked Estep 
Score: -26001906.000000 Penalty: 6104.101074
	Iteration 19Q: 3 clusters Score -2.600191e+07 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188487 members 
Mstep: Class 2 contains 32676 members 
Entering Unmasked Estep 
Score: -26003402.000000 Penalty: 6104.101074
	Iteration 20F: 3 clusters Score -2.60034e+07 nChanged 2472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190269 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -26004764.000000 Penalty: 6104.101074
	Iteration 21Q: 3 clusters Score -2.600476e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191705 members 
Mstep: Class 2 contains 29458 members 
Entering Unmasked Estep 
Score: -26005626.000000 Penalty: 6104.101074
	Iteration 22Q: 3 clusters Score -2.600563e+07 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192903 members 
Mstep: Class 2 contains 28260 members 
Entering Unmasked Estep 
Score: -26006090.000000 Penalty: 6104.101074
	Iteration 23Q: 3 clusters Score -2.600609e+07 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193898 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -26006340.000000 Penalty: 6104.101074
	Iteration 24Q: 3 clusters Score -2.600634e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194701 members 
Mstep: Class 2 contains 26462 members 
Entering Unmasked Estep 
Score: -26006516.000000 Penalty: 6104.101074
	Iteration 25Q: 3 clusters Score -2.600652e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195465 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -26006712.000000 Penalty: 6104.101074
	Iteration 26Q: 3 clusters Score -2.600671e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196143 members 
Mstep: Class 2 contains 25020 members 
Entering Unmasked Estep 
Score: -26006690.000000 Penalty: 6104.101074
	Iteration 27Q: 3 clusters Score -2.600669e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196717 members 
Mstep: Class 2 contains 24446 members 
Entering Unmasked Estep 
Score: -26006728.000000 Penalty: 6104.101074
	Iteration 28Q: 3 clusters Score -2.600673e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197217 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -26006760.000000 Penalty: 6104.101074
	Iteration 29Q: 3 clusters Score -2.600676e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197674 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -26006818.000000 Penalty: 6104.101074
	Iteration 30Q: 3 clusters Score -2.600682e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198082 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -26006784.000000 Penalty: 6104.101074
	Iteration 31Q: 3 clusters Score -2.600678e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198466 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -26006868.000000 Penalty: 6104.101074
	Iteration 32Q: 3 clusters Score -2.600687e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198851 members 
Mstep: Class 2 contains 22312 members 
Entering Unmasked Estep 
Score: -26006838.000000 Penalty: 6104.101074
	Iteration 33Q: 3 clusters Score -2.600684e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199188 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -26006828.000000 Penalty: 6104.101074
	Iteration 34Q: 3 clusters Score -2.600683e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199499 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -26006828.000000 Penalty: 6104.101074
	Iteration 35Q: 3 clusters Score -2.600683e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199799 members 
Mstep: Class 2 contains 21364 members 
Entering Unmasked Estep 
Score: -26006880.000000 Penalty: 6104.101074
	Iteration 36Q: 3 clusters Score -2.600688e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200113 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -26006818.000000 Penalty: 6104.101074
	Iteration 37Q: 3 clusters Score -2.600682e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200426 members 
Mstep: Class 2 contains 20737 members 
Entering Unmasked Estep 
Score: -26006760.000000 Penalty: 6104.101074
	Iteration 38Q: 3 clusters Score -2.600676e+07 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200749 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -26006728.000000 Penalty: 6104.101074
	Iteration 39Q: 3 clusters Score -2.600673e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201063 members 
Mstep: Class 2 contains 20100 members 
Entering Unmasked Estep 
Score: -26006788.000000 Penalty: 6104.101074
	Iteration 40F: 3 clusters Score -2.600679e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201393 members 
Mstep: Class 2 contains 19770 members 
Entering Unmasked Estep 
Score: -26006780.000000 Penalty: 6104.101074
	Iteration 41Q: 3 clusters Score -2.600678e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201688 members 
Mstep: Class 2 contains 19475 members 
Entering Unmasked Estep 
Score: -26006804.000000 Penalty: 6104.101074
	Iteration 42Q: 3 clusters Score -2.60068e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201965 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -26006862.000000 Penalty: 6104.101074
	Iteration 43Q: 3 clusters Score -2.600686e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202226 members 
Mstep: Class 2 contains 18937 members 
Entering Unmasked Estep 
Score: -26006898.000000 Penalty: 6104.101074
	Iteration 44Q: 3 clusters Score -2.60069e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202493 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
Score: -26006970.000000 Penalty: 6104.101074
	Iteration 45Q: 3 clusters Score -2.600697e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202760 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -26006984.000000 Penalty: 6104.101074
	Iteration 46Q: 3 clusters Score -2.600698e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203033 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -26007052.000000 Penalty: 6104.101074
	Iteration 47Q: 3 clusters Score -2.600705e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203305 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -26007044.000000 Penalty: 6104.101074
	Iteration 48Q: 3 clusters Score -2.600704e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203556 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -26006988.000000 Penalty: 6104.101074
	Iteration 49Q: 3 clusters Score -2.600699e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203806 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -26006990.000000 Penalty: 6104.101074
	Iteration 50Q: 3 clusters Score -2.600699e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204032 members 
Mstep: Class 2 contains 17131 members 
Entering Unmasked Estep 
Score: -26007054.000000 Penalty: 6104.101074
	Iteration 51Q: 3 clusters Score -2.600705e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204265 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -26006972.000000 Penalty: 6104.101074
	Iteration 52Q: 3 clusters Score -2.600697e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204514 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -26006996.000000 Penalty: 6104.101074
	Iteration 53Q: 3 clusters Score -2.6007e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204758 members 
Mstep: Class 2 contains 16405 members 
Entering Unmasked Estep 
Score: -26006988.000000 Penalty: 6104.101074
	Iteration 54Q: 3 clusters Score -2.600699e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204991 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -26006960.000000 Penalty: 6104.101074
	Iteration 55Q: 3 clusters Score -2.600696e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205225 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -26006972.000000 Penalty: 6104.101074
	Iteration 56Q: 3 clusters Score -2.600697e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205451 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -26006962.000000 Penalty: 6104.101074
	Iteration 57Q: 3 clusters Score -2.600696e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205668 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -26006946.000000 Penalty: 6104.101074
	Iteration 58Q: 3 clusters Score -2.600695e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205893 members 
Mstep: Class 2 contains 15270 members 
Entering Unmasked Estep 
Score: -26006906.000000 Penalty: 6104.101074
	Iteration 59Q: 3 clusters Score -2.600691e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206114 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -26006874.000000 Penalty: 6104.101074
	Iteration 60F: 3 clusters Score -2.600687e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206373 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -26006894.000000 Penalty: 6104.101074
	Iteration 61Q: 3 clusters Score -2.600689e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206641 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -26006932.000000 Penalty: 6104.101074
	Iteration 62Q: 3 clusters Score -2.600693e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206899 members 
Mstep: Class 2 contains 14264 members 
Entering Unmasked Estep 
Score: -26006936.000000 Penalty: 6104.101074
	Iteration 63Q: 3 clusters Score -2.600694e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207127 members 
Mstep: Class 2 contains 14036 members 
Entering Unmasked Estep 
Score: -26006988.000000 Penalty: 6104.101074
	Iteration 64Q: 3 clusters Score -2.600699e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207346 members 
Mstep: Class 2 contains 13817 members 
Entering Unmasked Estep 
Score: -26006984.000000 Penalty: 6104.101074
	Iteration 65Q: 3 clusters Score -2.600698e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207573 members 
Mstep: Class 2 contains 13590 members 
Entering Unmasked Estep 
Score: -26007032.000000 Penalty: 6104.101074
	Iteration 66Q: 3 clusters Score -2.600703e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207808 members 
Mstep: Class 2 contains 13355 members 
Entering Unmasked Estep 
Score: -26007034.000000 Penalty: 6104.101074
	Iteration 67Q: 3 clusters Score -2.600703e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208038 members 
Mstep: Class 2 contains 13125 members 
Entering Unmasked Estep 
Score: -26007016.000000 Penalty: 6104.101074
	Iteration 68Q: 3 clusters Score -2.600702e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208269 members 
Mstep: Class 2 contains 12894 members 
Entering Unmasked Estep 
Score: -26007076.000000 Penalty: 6104.101074
	Iteration 69Q: 3 clusters Score -2.600708e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208486 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -26007122.000000 Penalty: 6104.101074
	Iteration 70Q: 3 clusters Score -2.600712e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208693 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -26007112.000000 Penalty: 6104.101074
	Iteration 71Q: 3 clusters Score -2.600711e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208882 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -26007152.000000 Penalty: 6104.101074
	Iteration 72Q: 3 clusters Score -2.600715e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209089 members 
Mstep: Class 2 contains 12074 members 
Entering Unmasked Estep 
Score: -26007142.000000 Penalty: 6104.101074
	Iteration 73Q: 3 clusters Score -2.600714e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209282 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -26007158.000000 Penalty: 6104.101074
	Iteration 74Q: 3 clusters Score -2.600716e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209461 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -26007164.000000 Penalty: 6104.101074
	Iteration 75Q: 3 clusters Score -2.600716e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209635 members 
Mstep: Class 2 contains 11528 members 
Entering Unmasked Estep 
Score: -26007188.000000 Penalty: 6104.101074
	Iteration 76Q: 3 clusters Score -2.600719e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209833 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -26007216.000000 Penalty: 6104.101074
	Iteration 77Q: 3 clusters Score -2.600722e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210013 members 
Mstep: Class 2 contains 11150 members 
Entering Unmasked Estep 
Score: -26007222.000000 Penalty: 6104.101074
	Iteration 78Q: 3 clusters Score -2.600722e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210182 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -26007204.000000 Penalty: 6104.101074
	Iteration 79Q: 3 clusters Score -2.60072e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210325 members 
Mstep: Class 2 contains 10838 members 
Entering Unmasked Estep 
Score: -26007166.000000 Penalty: 6104.101074
	Iteration 80F: 3 clusters Score -2.600717e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210473 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -26007246.000000 Penalty: 6104.101074
	Iteration 81Q: 3 clusters Score -2.600725e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210627 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -26007228.000000 Penalty: 6104.101074
	Iteration 82Q: 3 clusters Score -2.600723e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210786 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -26007196.000000 Penalty: 6104.101074
	Iteration 83Q: 3 clusters Score -2.60072e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210931 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -26007224.000000 Penalty: 6104.101074
	Iteration 84Q: 3 clusters Score -2.600722e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211093 members 
Mstep: Class 2 contains 10070 members 
Entering Unmasked Estep 
Score: -26007240.000000 Penalty: 6104.101074
	Iteration 85Q: 3 clusters Score -2.600724e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211271 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -26007308.000000 Penalty: 6104.101074
	Iteration 86Q: 3 clusters Score -2.600731e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211462 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -26007350.000000 Penalty: 6104.101074
	Iteration 87Q: 3 clusters Score -2.600735e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211649 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -26007402.000000 Penalty: 6104.101074
	Iteration 88Q: 3 clusters Score -2.60074e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211826 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -26007436.000000 Penalty: 6104.101074
	Iteration 89Q: 3 clusters Score -2.600744e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211987 members 
Mstep: Class 2 contains 9176 members 
Entering Unmasked Estep 
Score: -26007448.000000 Penalty: 6104.101074
	Iteration 90Q: 3 clusters Score -2.600745e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212133 members 
Mstep: Class 2 contains 9030 members 
Entering Unmasked Estep 
Score: -26007458.000000 Penalty: 6104.101074
	Iteration 91Q: 3 clusters Score -2.600746e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212269 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -26007458.000000 Penalty: 6104.101074
	Iteration 92Q: 3 clusters Score -2.600746e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212407 members 
Mstep: Class 2 contains 8756 members 
Entering Unmasked Estep 
Score: -26007460.000000 Penalty: 6104.101074
	Iteration 93Q: 3 clusters Score -2.600746e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212550 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -26007452.000000 Penalty: 6104.101074
	Iteration 94Q: 3 clusters Score -2.600745e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212700 members 
Mstep: Class 2 contains 8463 members 
Entering Unmasked Estep 
Score: -26007508.000000 Penalty: 6104.101074
	Iteration 95Q: 3 clusters Score -2.600751e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212829 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -26007504.000000 Penalty: 6104.101074
	Iteration 96Q: 3 clusters Score -2.60075e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212956 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -26007528.000000 Penalty: 6104.101074
	Iteration 97Q: 3 clusters Score -2.600753e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213075 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -26007562.000000 Penalty: 6104.101074
	Iteration 98Q: 3 clusters Score -2.600756e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213188 members 
Mstep: Class 2 contains 7975 members 
Entering Unmasked Estep 
Score: -26007556.000000 Penalty: 6104.101074
	Iteration 99Q: 3 clusters Score -2.600756e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213289 members 
Mstep: Class 2 contains 7874 members 
Entering Unmasked Estep 
Score: -26007580.000000 Penalty: 6104.101074
	Iteration 100F: 3 clusters Score -2.600758e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213384 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -26007592.000000 Penalty: 6104.101074
	Iteration 101Q: 3 clusters Score -2.600759e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213492 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -26007594.000000 Penalty: 6104.101074
	Iteration 102Q: 3 clusters Score -2.600759e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213596 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -26007666.000000 Penalty: 6104.101074
	Iteration 103Q: 3 clusters Score -2.600767e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213701 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -26007642.000000 Penalty: 6104.101074
	Iteration 104Q: 3 clusters Score -2.600764e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213807 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -26007658.000000 Penalty: 6104.101074
	Iteration 105Q: 3 clusters Score -2.600766e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213912 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -26007622.000000 Penalty: 6104.101074
	Iteration 106Q: 3 clusters Score -2.600762e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214007 members 
Mstep: Class 2 contains 7156 members 
Entering Unmasked Estep 
Score: -26007648.000000 Penalty: 6104.101074
	Iteration 107Q: 3 clusters Score -2.600765e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214102 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -26007626.000000 Penalty: 6104.101074
	Iteration 108Q: 3 clusters Score -2.600763e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214197 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -26007656.000000 Penalty: 6104.101074
	Iteration 109Q: 3 clusters Score -2.600766e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214278 members 
Mstep: Class 2 contains 6885 members 
Entering Unmasked Estep 
Score: -26007702.000000 Penalty: 6104.101074
	Iteration 110Q: 3 clusters Score -2.60077e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214354 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -26007760.000000 Penalty: 6104.101074
	Iteration 111Q: 3 clusters Score -2.600776e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214423 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -26007756.000000 Penalty: 6104.101074
	Iteration 112Q: 3 clusters Score -2.600776e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214488 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -26007804.000000 Penalty: 6104.101074
	Iteration 113Q: 3 clusters Score -2.60078e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214552 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -26007870.000000 Penalty: 6104.101074
	Iteration 114Q: 3 clusters Score -2.600787e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214616 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -26007856.000000 Penalty: 6104.101074
	Iteration 115Q: 3 clusters Score -2.600786e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214681 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -26007842.000000 Penalty: 6104.101074
	Iteration 116Q: 3 clusters Score -2.600784e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214750 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -26007854.000000 Penalty: 6104.101074
	Iteration 117Q: 3 clusters Score -2.600785e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214815 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -26007866.000000 Penalty: 6104.101074
	Iteration 118Q: 3 clusters Score -2.600787e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214886 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -26007868.000000 Penalty: 6104.101074
	Iteration 119Q: 3 clusters Score -2.600787e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214966 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -26007852.000000 Penalty: 6104.101074
	Iteration 120F: 3 clusters Score -2.600785e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215046 members 
Mstep: Class 2 contains 6117 members 
Entering Unmasked Estep 
Score: -26007926.000000 Penalty: 6104.101074
	Iteration 121Q: 3 clusters Score -2.600793e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215117 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -26007988.000000 Penalty: 6104.101074
	Iteration 122Q: 3 clusters Score -2.600799e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215197 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -26007984.000000 Penalty: 6104.101074
	Iteration 123Q: 3 clusters Score -2.600798e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215273 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -26007986.000000 Penalty: 6104.101074
	Iteration 124Q: 3 clusters Score -2.600799e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215333 members 
Mstep: Class 2 contains 5830 members 
Entering Unmasked Estep 
Score: -26008038.000000 Penalty: 6104.101074
	Iteration 125Q: 3 clusters Score -2.600804e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215406 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -26008056.000000 Penalty: 6104.101074
	Iteration 126Q: 3 clusters Score -2.600806e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215485 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -26008086.000000 Penalty: 6104.101074
	Iteration 127Q: 3 clusters Score -2.600809e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215554 members 
Mstep: Class 2 contains 5609 members 
Entering Unmasked Estep 
Score: -26008094.000000 Penalty: 6104.101074
	Iteration 128Q: 3 clusters Score -2.600809e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215628 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -26008132.000000 Penalty: 6104.101074
	Iteration 129Q: 3 clusters Score -2.600813e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215703 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -26008184.000000 Penalty: 6104.101074
	Iteration 130Q: 3 clusters Score -2.600818e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215767 members 
Mstep: Class 2 contains 5396 members 
Entering Unmasked Estep 
Score: -26008180.000000 Penalty: 6104.101074
	Iteration 131Q: 3 clusters Score -2.600818e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215825 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -26008216.000000 Penalty: 6104.101074
	Iteration 132Q: 3 clusters Score -2.600822e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215880 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -26008200.000000 Penalty: 6104.101074
	Iteration 133Q: 3 clusters Score -2.60082e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215921 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -26008168.000000 Penalty: 6104.101074
	Iteration 134Q: 3 clusters Score -2.600817e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215961 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -26008200.000000 Penalty: 6104.101074
	Iteration 135Q: 3 clusters Score -2.60082e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216009 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -26008162.000000 Penalty: 6104.101074
	Iteration 136Q: 3 clusters Score -2.600816e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216057 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -26008142.000000 Penalty: 6104.101074
	Iteration 137Q: 3 clusters Score -2.600814e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216098 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -26008158.000000 Penalty: 6104.101074
	Iteration 138Q: 3 clusters Score -2.600816e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216155 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -26008180.000000 Penalty: 6104.101074
	Iteration 139Q: 3 clusters Score -2.600818e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216218 members 
Mstep: Class 2 contains 4945 members 
Entering Unmasked Estep 
Score: -26008204.000000 Penalty: 6104.101074
	Iteration 140F: 3 clusters Score -2.60082e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216284 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -26008204.000000 Penalty: 6104.101074
	Iteration 141Q: 3 clusters Score -2.60082e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216347 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -26008206.000000 Penalty: 6104.101074
	Iteration 142Q: 3 clusters Score -2.600821e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216397 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -26008232.000000 Penalty: 6104.101074
	Iteration 143Q: 3 clusters Score -2.600823e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216444 members 
Mstep: Class 2 contains 4719 members 
Entering Unmasked Estep 
Score: -26008238.000000 Penalty: 6104.101074
	Iteration 144Q: 3 clusters Score -2.600824e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216492 members 
Mstep: Class 2 contains 4671 members 
Entering Unmasked Estep 
Score: -26008270.000000 Penalty: 6104.101074
	Iteration 145Q: 3 clusters Score -2.600827e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216531 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -26008296.000000 Penalty: 6104.101074
	Iteration 146Q: 3 clusters Score -2.60083e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216579 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -26008310.000000 Penalty: 6104.101074
	Iteration 147Q: 3 clusters Score -2.600831e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216619 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -26008256.000000 Penalty: 6104.101074
	Iteration 148Q: 3 clusters Score -2.600826e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216658 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -26008298.000000 Penalty: 6104.101074
	Iteration 149Q: 3 clusters Score -2.60083e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216694 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -26008306.000000 Penalty: 6104.101074
	Iteration 150Q: 3 clusters Score -2.600831e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216735 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -26008330.000000 Penalty: 6104.101074
	Iteration 151Q: 3 clusters Score -2.600833e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216776 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -26008356.000000 Penalty: 6104.101074
	Iteration 152Q: 3 clusters Score -2.600836e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216815 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -26008344.000000 Penalty: 6104.101074
	Iteration 153Q: 3 clusters Score -2.600834e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216860 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -26008354.000000 Penalty: 6104.101074
	Iteration 154Q: 3 clusters Score -2.600835e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216909 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -26008352.000000 Penalty: 6104.101074
	Iteration 155Q: 3 clusters Score -2.600835e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216948 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -26008372.000000 Penalty: 6104.101074
	Iteration 156Q: 3 clusters Score -2.600837e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216982 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -26008404.000000 Penalty: 6104.101074
	Iteration 157Q: 3 clusters Score -2.60084e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217018 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -26008424.000000 Penalty: 6104.101074
	Iteration 158Q: 3 clusters Score -2.600842e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217039 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -26008424.000000 Penalty: 6104.101074
	Iteration 159Q: 3 clusters Score -2.600842e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217059 members 
Mstep: Class 2 contains 4104 members 
Entering Unmasked Estep 
Score: -26008416.000000 Penalty: 6104.101074
	Iteration 160F: 3 clusters Score -2.600842e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217088 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -26008458.000000 Penalty: 6104.101074
	Iteration 161Q: 3 clusters Score -2.600846e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217112 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -26008450.000000 Penalty: 6104.101074
	Iteration 162Q: 3 clusters Score -2.600845e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217134 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -26008426.000000 Penalty: 6104.101074
	Iteration 163Q: 3 clusters Score -2.600843e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217160 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -26008460.000000 Penalty: 6104.101074
	Iteration 164Q: 3 clusters Score -2.600846e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217183 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -26008510.000000 Penalty: 6104.101074
	Iteration 165Q: 3 clusters Score -2.600851e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217195 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -26008520.000000 Penalty: 6104.101074
	Iteration 166Q: 3 clusters Score -2.600852e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217210 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -26008496.000000 Penalty: 6104.101074
	Iteration 167Q: 3 clusters Score -2.60085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217229 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -26008500.000000 Penalty: 6104.101074
	Iteration 168Q: 3 clusters Score -2.60085e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217248 members 
Mstep: Class 2 contains 3915 members 
Entering Unmasked Estep 
Score: -26008502.000000 Penalty: 6104.101074
	Iteration 169Q: 3 clusters Score -2.60085e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217262 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -26008530.000000 Penalty: 6104.101074
	Iteration 170Q: 3 clusters Score -2.600853e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217273 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -26008532.000000 Penalty: 6104.101074
	Iteration 171Q: 3 clusters Score -2.600853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217275 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -26008522.000000 Penalty: 6104.101074
	Iteration 172Q: 3 clusters Score -2.600852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217284 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -26008508.000000 Penalty: 6104.101074
	Iteration 173Q: 3 clusters Score -2.600851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217289 members 
Mstep: Class 2 contains 3874 members 
Entering Unmasked Estep 
Score: -26008520.000000 Penalty: 6104.101074
	Iteration 174Q: 3 clusters Score -2.600852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217297 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -26008544.000000 Penalty: 6104.101074
	Iteration 175Q: 3 clusters Score -2.600854e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217307 members 
Mstep: Class 2 contains 3856 members 
Entering Unmasked Estep 
Score: -26008556.000000 Penalty: 6104.101074
	Iteration 176Q: 3 clusters Score -2.600856e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217319 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -26008554.000000 Penalty: 6104.101074
	Iteration 177Q: 3 clusters Score -2.600855e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217327 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -26008570.000000 Penalty: 6104.101074
	Iteration 178Q: 3 clusters Score -2.600857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217337 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -26008546.000000 Penalty: 6104.101074
	Iteration 179Q: 3 clusters Score -2.600855e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217347 members 
Mstep: Class 2 contains 3816 members 
Entering Unmasked Estep 
Score: -26008566.000000 Penalty: 6104.101074
	Iteration 180F: 3 clusters Score -2.600857e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217359 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -26008554.000000 Penalty: 6104.101074
	Iteration 181Q: 3 clusters Score -2.600855e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217365 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -26008564.000000 Penalty: 6104.101074
	Iteration 182Q: 3 clusters Score -2.600856e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217371 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -26008566.000000 Penalty: 6104.101074
	Iteration 183Q: 3 clusters Score -2.600857e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217375 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -26008542.000000 Penalty: 6104.101074
	Iteration 184Q: 3 clusters Score -2.600854e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217377 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -26008554.000000 Penalty: 6104.101074
	Iteration 185Q: 3 clusters Score -2.600855e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217381 members 
Mstep: Class 2 contains 3782 members 
Entering Unmasked Estep 
Score: -26008564.000000 Penalty: 6104.101074
	Iteration 186Q: 3 clusters Score -2.600856e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217386 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -26008560.000000 Penalty: 6104.101074
	Iteration 187Q: 3 clusters Score -2.600856e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217392 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -26008576.000000 Penalty: 6104.101074
	Iteration 188Q: 3 clusters Score -2.600858e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217398 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -26008554.000000 Penalty: 6104.101074
	Iteration 189Q: 3 clusters Score -2.600855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217402 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -26008572.000000 Penalty: 6104.101074
	Iteration 190Q: 3 clusters Score -2.600857e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217406 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -26008554.000000 Penalty: 6104.101074
	Iteration 191Q: 3 clusters Score -2.600855e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217408 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -26008550.000000 Penalty: 6104.101074
	Iteration 192Q: 3 clusters Score -2.600855e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217411 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -26008532.000000 Penalty: 6104.101074
	Iteration 193Q: 3 clusters Score -2.600853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217415 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -26008512.000000 Penalty: 6104.101074
	Iteration 194Q: 3 clusters Score -2.600851e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217420 members 
Mstep: Class 2 contains 3743 members 
Entering Unmasked Estep 
Score: -26008530.000000 Penalty: 6104.101074
	Iteration 195Q: 3 clusters Score -2.600853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217424 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -26008538.000000 Penalty: 6104.101074
	Iteration 196Q: 3 clusters Score -2.600854e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217429 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -26008534.000000 Penalty: 6104.101074
	Iteration 197Q: 3 clusters Score -2.600853e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217436 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -26008524.000000 Penalty: 6104.101074
	Iteration 198Q: 3 clusters Score -2.600852e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217442 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -26008540.000000 Penalty: 6104.101074
	Iteration 199Q: 3 clusters Score -2.600854e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217448 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -26008538.000000 Penalty: 6104.101074
	Iteration 200F: 3 clusters Score -2.600854e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217453 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -26008534.000000 Penalty: 6104.101074
	Iteration 201Q: 3 clusters Score -2.600853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217459 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -26008536.000000 Penalty: 6104.101074
	Iteration 202Q: 3 clusters Score -2.600854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217462 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -26008538.000000 Penalty: 6104.101074
	Iteration 203Q: 3 clusters Score -2.600854e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217467 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -26008546.000000 Penalty: 6104.101074
	Iteration 204Q: 3 clusters Score -2.600855e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217466 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -26008550.000000 Penalty: 6104.101074
	Iteration 205Q: 3 clusters Score -2.600855e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217468 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -26008536.000000 Penalty: 6104.101074
	Iteration 206Q: 3 clusters Score -2.600854e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217467 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -26008534.000000 Penalty: 6104.101074
	Iteration 207Q: 3 clusters Score -2.600853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217467 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -26008534.000000 Penalty: 6104.101074
	Iteration 208F: 3 clusters Score -2.600853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Entering Unmasked Estep 
Score: -932339.812500 Penalty: 2236.936768
	Iteration 0F: 2 clusters Score -932339.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4092 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -925785.000000 Penalty: 4473.873535
	Iteration 0F: 3 clusters Score -925785 nChanged 3323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4059 members 
Mstep: Class 2 contains 4207 members 
Entering Unmasked Estep 
Score: -927479.750000 Penalty: 4473.873535
	Iteration 1F: 3 clusters Score -927479.8 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -927711.875000 Penalty: 4473.873535
	Iteration 2F: 3 clusters Score -927711.9 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -927891.500000 Penalty: 4473.873535
	Iteration 3Q: 3 clusters Score -927891.5 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -928011.687500 Penalty: 4473.873535
	Iteration 4Q: 3 clusters Score -928011.7 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -928102.062500 Penalty: 4473.873535
	Iteration 5Q: 3 clusters Score -928102.1 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4371 members 
Entering Unmasked Estep 
Score: -928168.687500 Penalty: 4473.873535
	Iteration 6Q: 3 clusters Score -928168.7 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -928230.375000 Penalty: 4473.873535
	Iteration 7Q: 3 clusters Score -928230.4 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -928272.937500 Penalty: 4473.873535
	Iteration 8Q: 3 clusters Score -928272.9 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -928314.062500 Penalty: 4473.873535
	Iteration 9Q: 3 clusters Score -928314.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 4546 members 
Entering Unmasked Estep 
Score: -928356.000000 Penalty: 4473.873535
	Iteration 10Q: 3 clusters Score -928356 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -928387.000000 Penalty: 4473.873535
	Iteration 11Q: 3 clusters Score -928387 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -928420.062500 Penalty: 4473.873535
	Iteration 12Q: 3 clusters Score -928420.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 4700 members 
Entering Unmasked Estep 
Score: -928458.375000 Penalty: 4473.873535
	Iteration 13Q: 3 clusters Score -928458.4 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -928484.062500 Penalty: 4473.873535
	Iteration 14Q: 3 clusters Score -928484.1 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -928509.000000 Penalty: 4473.873535
	Iteration 15Q: 3 clusters Score -928509 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4879 members 
Entering Unmasked Estep 
Score: -928533.500000 Penalty: 4473.873535
	Iteration 16Q: 3 clusters Score -928533.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -928557.875000 Penalty: 4473.873535
	Iteration 17Q: 3 clusters Score -928557.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -928588.687500 Penalty: 4473.873535
	Iteration 18Q: 3 clusters Score -928588.7 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -928620.500000 Penalty: 4473.873535
	Iteration 19Q: 3 clusters Score -928620.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 5217 members 
Entering Unmasked Estep 
Score: -928655.812500 Penalty: 4473.873535
	Iteration 20F: 3 clusters Score -928655.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -928694.250000 Penalty: 4473.873535
	Iteration 21Q: 3 clusters Score -928694.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -928741.625000 Penalty: 4473.873535
	Iteration 22Q: 3 clusters Score -928741.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -928804.437500 Penalty: 4473.873535
	Iteration 23Q: 3 clusters Score -928804.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -928885.687500 Penalty: 4473.873535
	Iteration 24Q: 3 clusters Score -928885.7 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -928983.437500 Penalty: 4473.873535
	Iteration 25Q: 3 clusters Score -928983.4 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -929102.500000 Penalty: 4473.873535
	Iteration 26Q: 3 clusters Score -929102.5 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -929243.625000 Penalty: 4473.873535
	Iteration 27Q: 3 clusters Score -929243.6 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 6597 members 
Entering Unmasked Estep 
Score: -929380.687500 Penalty: 4473.873535
	Iteration 28Q: 3 clusters Score -929380.7 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -929528.437500 Penalty: 4473.873535
	Iteration 29Q: 3 clusters Score -929528.4 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 7034 members 
Entering Unmasked Estep 
Score: -929698.062500 Penalty: 4473.873535
	Iteration 30Q: 3 clusters Score -929698.1 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -929841.562500 Penalty: 4473.873535
	Iteration 31Q: 3 clusters Score -929841.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 7395 members 
Entering Unmasked Estep 
Score: -929971.625000 Penalty: 4473.873535
	Iteration 32Q: 3 clusters Score -929971.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 7507 members 
Entering Unmasked Estep 
Score: -930067.562500 Penalty: 4473.873535
	Iteration 33Q: 3 clusters Score -930067.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7587 members 
Entering Unmasked Estep 
Score: -930149.625000 Penalty: 4473.873535
	Iteration 34Q: 3 clusters Score -930149.6 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -930212.312500 Penalty: 4473.873535
	Iteration 35Q: 3 clusters Score -930212.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
Score: -930255.937500 Penalty: 4473.873535
	Iteration 36Q: 3 clusters Score -930255.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 7737 members 
Entering Unmasked Estep 
Score: -930275.000000 Penalty: 4473.873535
	Iteration 37Q: 3 clusters Score -930275 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -930290.312500 Penalty: 4473.873535
	Iteration 38Q: 3 clusters Score -930290.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -930299.875000 Penalty: 4473.873535
	Iteration 39Q: 3 clusters Score -930299.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -930316.250000 Penalty: 4473.873535
	Iteration 40F: 3 clusters Score -930316.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 7796 members 
Entering Unmasked Estep 
Score: -930329.437500 Penalty: 4473.873535
	Iteration 41Q: 3 clusters Score -930329.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -930347.687500 Penalty: 4473.873535
	Iteration 42Q: 3 clusters Score -930347.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -930357.812500 Penalty: 4473.873535
	Iteration 43Q: 3 clusters Score -930357.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -930362.062500 Penalty: 4473.873535
	Iteration 44Q: 3 clusters Score -930362.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 7841 members 
Entering Unmasked Estep 
Score: -930370.687500 Penalty: 4473.873535
	Iteration 45Q: 3 clusters Score -930370.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 7846 members 
Entering Unmasked Estep 
Score: -930376.750000 Penalty: 4473.873535
	Iteration 46Q: 3 clusters Score -930376.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -930384.437500 Penalty: 4473.873535
	Iteration 47Q: 3 clusters Score -930384.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 7856 members 
Entering Unmasked Estep 
Score: -930387.125000 Penalty: 4473.873535
	Iteration 48Q: 3 clusters Score -930387.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 7858 members 
Entering Unmasked Estep 
Score: -930392.250000 Penalty: 4473.873535
	Iteration 49Q: 3 clusters Score -930392.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -930398.937500 Penalty: 4473.873535
	Iteration 50Q: 3 clusters Score -930398.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -930400.000000 Penalty: 4473.873535
	Iteration 51Q: 3 clusters Score -930400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -930400.437500 Penalty: 4473.873535
	Iteration 52Q: 3 clusters Score -930400.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7869 members 
Entering Unmasked Estep 
Score: -930403.687500 Penalty: 4473.873535
	Iteration 53Q: 3 clusters Score -930403.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7871 members 
Entering Unmasked Estep 
Score: -930404.250000 Penalty: 4473.873535
	Iteration 54Q: 3 clusters Score -930404.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -930408.375000 Penalty: 4473.873535
	Iteration 55Q: 3 clusters Score -930408.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -930408.375000 Penalty: 4473.873535
	Iteration 56F: 3 clusters Score -930408.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -57983.468750 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -57983.47 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 297 members 
Entering Unmasked Estep 
Score: -56413.730469 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -56413.73 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -56696.128906 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -56696.13 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -56887.550781 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -56887.55 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -57130.289062 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -57130.29 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -57223.996094 Penalty: 3174.527832
	Iteration 4F: 3 clusters Score -57224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -57288.031250 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -57288.03 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -57387.679688 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -57387.68 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -57543.421875 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -57543.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -57790.273438 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -57790.27 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -58131.265625 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -58131.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -58295.023438 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -58295.02 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -58399.851562 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -58399.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58471.437500 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -58471.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -58485.578125 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -58485.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -58492.851562 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -58492.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -58497.511719 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -58497.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -58511.203125 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -58511.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -58514.671875 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -58514.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -58525.101562 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -58525.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -58526.800781 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -58526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -58526.800781 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -58526.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 354 members 
Mstep: Class 3 contains 261856 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 21068 members 
Mstep: Class 6 contains 73796 members 
Mstep: Class 7 contains 51745 members 
Mstep: Class 8 contains 24290 members 
Mstep: Class 9 contains 10552 members 
Mstep: Class 10 contains 301283 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8935 members 
Mstep: Class 13 contains 24333 members 
Mstep: Class 14 contains 198953 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 20991 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 18879 members 
Mstep: Class 19 contains 221163 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 248 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 85379 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 9924 members 
Entering Unmasked Estep 
Score: -161425872.000000 Penalty: 98363.328125
Splitting cluster 21 changes total score from -161427328.000000 to -161425872.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3866 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3866 members 
Entering Unmasked Estep 
Score: -437407.156250 Penalty: 2048.473877
	Iteration 0F: 2 clusters Score -437407.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -433601.656250 Penalty: 4096.947754
	Iteration 0F: 3 clusters Score -433601.7 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -434463.312500 Penalty: 4096.947754
	Iteration 1F: 3 clusters Score -434463.3 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -434641.000000 Penalty: 4096.947754
	Iteration 2F: 3 clusters Score -434641 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -434732.156250 Penalty: 4096.947754
	Iteration 3Q: 3 clusters Score -434732.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -434795.781250 Penalty: 4096.947754
	Iteration 4Q: 3 clusters Score -434795.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -434847.937500 Penalty: 4096.947754
	Iteration 5Q: 3 clusters Score -434847.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -434885.000000 Penalty: 4096.947754
	Iteration 6Q: 3 clusters Score -434885 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -434917.250000 Penalty: 4096.947754
	Iteration 7Q: 3 clusters Score -434917.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -434940.375000 Penalty: 4096.947754
	Iteration 8Q: 3 clusters Score -434940.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -434962.250000 Penalty: 4096.947754
	Iteration 9Q: 3 clusters Score -434962.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -434989.875000 Penalty: 4096.947754
	Iteration 10Q: 3 clusters Score -434989.9 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -435020.500000 Penalty: 4096.947754
	Iteration 11Q: 3 clusters Score -435020.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -435040.406250 Penalty: 4096.947754
	Iteration 12Q: 3 clusters Score -435040.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -435058.906250 Penalty: 4096.947754
	Iteration 13Q: 3 clusters Score -435058.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -435075.187500 Penalty: 4096.947754
	Iteration 14Q: 3 clusters Score -435075.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -435091.718750 Penalty: 4096.947754
	Iteration 15Q: 3 clusters Score -435091.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -435111.937500 Penalty: 4096.947754
	Iteration 16Q: 3 clusters Score -435111.9 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -435142.625000 Penalty: 4096.947754
	Iteration 17Q: 3 clusters Score -435142.6 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -435176.906250 Penalty: 4096.947754
	Iteration 18Q: 3 clusters Score -435176.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -435206.062500 Penalty: 4096.947754
	Iteration 19Q: 3 clusters Score -435206.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -435233.281250 Penalty: 4096.947754
	Iteration 20F: 3 clusters Score -435233.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -435259.468750 Penalty: 4096.947754
	Iteration 21Q: 3 clusters Score -435259.5 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 2876 members 
Entering Unmasked Estep 
Score: -435279.562500 Penalty: 4096.947754
	Iteration 22Q: 3 clusters Score -435279.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 2898 members 
Entering Unmasked Estep 
Score: -435294.562500 Penalty: 4096.947754
	Iteration 23Q: 3 clusters Score -435294.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -435310.468750 Penalty: 4096.947754
	Iteration 24Q: 3 clusters Score -435310.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -435321.218750 Penalty: 4096.947754
	Iteration 25Q: 3 clusters Score -435321.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -435333.687500 Penalty: 4096.947754
	Iteration 26Q: 3 clusters Score -435333.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -435342.312500 Penalty: 4096.947754
	Iteration 27Q: 3 clusters Score -435342.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -435352.343750 Penalty: 4096.947754
	Iteration 28Q: 3 clusters Score -435352.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 3012 members 
Entering Unmasked Estep 
Score: -435368.312500 Penalty: 4096.947754
	Iteration 29Q: 3 clusters Score -435368.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -435380.062500 Penalty: 4096.947754
	Iteration 30Q: 3 clusters Score -435380.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -435387.843750 Penalty: 4096.947754
	Iteration 31Q: 3 clusters Score -435387.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -435397.187500 Penalty: 4096.947754
	Iteration 32Q: 3 clusters Score -435397.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -435406.562500 Penalty: 4096.947754
	Iteration 33Q: 3 clusters Score -435406.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -435419.093750 Penalty: 4096.947754
	Iteration 34Q: 3 clusters Score -435419.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -435433.750000 Penalty: 4096.947754
	Iteration 35Q: 3 clusters Score -435433.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3102 members 
Entering Unmasked Estep 
Score: -435449.406250 Penalty: 4096.947754
	Iteration 36Q: 3 clusters Score -435449.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -435459.625000 Penalty: 4096.947754
	Iteration 37Q: 3 clusters Score -435459.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -435470.218750 Penalty: 4096.947754
	Iteration 38Q: 3 clusters Score -435470.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -435481.781250 Penalty: 4096.947754
	Iteration 39Q: 3 clusters Score -435481.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -435491.531250 Penalty: 4096.947754
	Iteration 40F: 3 clusters Score -435491.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -435501.593750 Penalty: 4096.947754
	Iteration 41Q: 3 clusters Score -435501.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -435512.437500 Penalty: 4096.947754
	Iteration 42Q: 3 clusters Score -435512.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -435521.593750 Penalty: 4096.947754
	Iteration 43Q: 3 clusters Score -435521.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -435531.375000 Penalty: 4096.947754
	Iteration 44Q: 3 clusters Score -435531.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -435537.687500 Penalty: 4096.947754
	Iteration 45Q: 3 clusters Score -435537.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -435549.500000 Penalty: 4096.947754
	Iteration 46Q: 3 clusters Score -435549.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -435558.218750 Penalty: 4096.947754
	Iteration 47Q: 3 clusters Score -435558.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -435563.812500 Penalty: 4096.947754
	Iteration 48Q: 3 clusters Score -435563.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -435574.468750 Penalty: 4096.947754
	Iteration 49Q: 3 clusters Score -435574.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -435578.968750 Penalty: 4096.947754
	Iteration 50Q: 3 clusters Score -435579 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -435585.500000 Penalty: 4096.947754
	Iteration 51Q: 3 clusters Score -435585.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -435593.687500 Penalty: 4096.947754
	Iteration 52Q: 3 clusters Score -435593.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -435604.406250 Penalty: 4096.947754
	Iteration 53Q: 3 clusters Score -435604.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -435612.937500 Penalty: 4096.947754
	Iteration 54Q: 3 clusters Score -435612.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -435623.781250 Penalty: 4096.947754
	Iteration 55Q: 3 clusters Score -435623.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -435632.500000 Penalty: 4096.947754
	Iteration 56Q: 3 clusters Score -435632.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -435641.437500 Penalty: 4096.947754
	Iteration 57Q: 3 clusters Score -435641.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -435647.468750 Penalty: 4096.947754
	Iteration 58Q: 3 clusters Score -435647.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -435652.562500 Penalty: 4096.947754
	Iteration 59Q: 3 clusters Score -435652.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -435655.656250 Penalty: 4096.947754
	Iteration 60F: 3 clusters Score -435655.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -435660.281250 Penalty: 4096.947754
	Iteration 61Q: 3 clusters Score -435660.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -435662.593750 Penalty: 4096.947754
	Iteration 62Q: 3 clusters Score -435662.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -435663.781250 Penalty: 4096.947754
	Iteration 63Q: 3 clusters Score -435663.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -435663.781250 Penalty: 4096.947754
	Iteration 64F: 3 clusters Score -435663.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8494 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Entering Unmasked Estep 
Score: -834859.750000 Penalty: 2243.684570
	Iteration 0F: 2 clusters Score -834859.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -828164.187500 Penalty: 4487.369141
	Iteration 0F: 3 clusters Score -828164.2 nChanged 3475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4431 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -830253.812500 Penalty: 4487.369141
	Iteration 1F: 3 clusters Score -830253.8 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -830718.562500 Penalty: 4487.369141
	Iteration 2F: 3 clusters Score -830718.6 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 3776 members 
Entering Unmasked Estep 
Score: -831147.250000 Penalty: 4487.369141
	Iteration 3F: 3 clusters Score -831147.2 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -831524.375000 Penalty: 4487.369141
	Iteration 4F: 3 clusters Score -831524.4 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -831803.750000 Penalty: 4487.369141
	Iteration 5F: 3 clusters Score -831803.8 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -832012.250000 Penalty: 4487.369141
	Iteration 6Q: 3 clusters Score -832012.2 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 3151 members 
Entering Unmasked Estep 
Score: -832201.937500 Penalty: 4487.369141
	Iteration 7Q: 3 clusters Score -832201.9 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5460 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -832336.500000 Penalty: 4487.369141
	Iteration 8Q: 3 clusters Score -832336.5 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -832448.562500 Penalty: 4487.369141
	Iteration 9Q: 3 clusters Score -832448.6 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -832551.000000 Penalty: 4487.369141
	Iteration 10Q: 3 clusters Score -832551 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -832654.062500 Penalty: 4487.369141
	Iteration 11Q: 3 clusters Score -832654.1 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5967 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -832777.687500 Penalty: 4487.369141
	Iteration 12Q: 3 clusters Score -832777.7 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6101 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -832908.750000 Penalty: 4487.369141
	Iteration 13Q: 3 clusters Score -832908.8 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -833007.437500 Penalty: 4487.369141
	Iteration 14Q: 3 clusters Score -833007.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -833083.062500 Penalty: 4487.369141
	Iteration 15Q: 3 clusters Score -833083.1 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -833143.937500 Penalty: 4487.369141
	Iteration 16Q: 3 clusters Score -833143.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6440 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -833192.625000 Penalty: 4487.369141
	Iteration 17Q: 3 clusters Score -833192.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -833244.562500 Penalty: 4487.369141
	Iteration 18Q: 3 clusters Score -833244.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -833293.500000 Penalty: 4487.369141
	Iteration 19Q: 3 clusters Score -833293.5 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -833339.312500 Penalty: 4487.369141
	Iteration 20F: 3 clusters Score -833339.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -833369.250000 Penalty: 4487.369141
	Iteration 21Q: 3 clusters Score -833369.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6653 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -833388.312500 Penalty: 4487.369141
	Iteration 22Q: 3 clusters Score -833388.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -833402.250000 Penalty: 4487.369141
	Iteration 23Q: 3 clusters Score -833402.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -833413.562500 Penalty: 4487.369141
	Iteration 24Q: 3 clusters Score -833413.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -833419.625000 Penalty: 4487.369141
	Iteration 25Q: 3 clusters Score -833419.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -833428.312500 Penalty: 4487.369141
	Iteration 26Q: 3 clusters Score -833428.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -833437.562500 Penalty: 4487.369141
	Iteration 27Q: 3 clusters Score -833437.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -833447.437500 Penalty: 4487.369141
	Iteration 28Q: 3 clusters Score -833447.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -833452.562500 Penalty: 4487.369141
	Iteration 29Q: 3 clusters Score -833452.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -833462.500000 Penalty: 4487.369141
	Iteration 30Q: 3 clusters Score -833462.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -833468.687500 Penalty: 4487.369141
	Iteration 31Q: 3 clusters Score -833468.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -833473.250000 Penalty: 4487.369141
	Iteration 32Q: 3 clusters Score -833473.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6748 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -833477.437500 Penalty: 4487.369141
	Iteration 33Q: 3 clusters Score -833477.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -833478.625000 Penalty: 4487.369141
	Iteration 34Q: 3 clusters Score -833478.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -833478.375000 Penalty: 4487.369141
	Iteration 35Q: 3 clusters Score -833478.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -833481.812500 Penalty: 4487.369141
	Iteration 36Q: 3 clusters Score -833481.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -833482.312500 Penalty: 4487.369141
	Iteration 37Q: 3 clusters Score -833482.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -833481.687500 Penalty: 4487.369141
	Iteration 38Q: 3 clusters Score -833481.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -833481.875000 Penalty: 4487.369141
	Iteration 39Q: 3 clusters Score -833481.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -833482.750000 Penalty: 4487.369141
	Iteration 40F: 3 clusters Score -833482.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -833483.562500 Penalty: 4487.369141
	Iteration 41Q: 3 clusters Score -833483.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -833482.187500 Penalty: 4487.369141
	Iteration 42Q: 3 clusters Score -833482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -833483.312500 Penalty: 4487.369141
	Iteration 43Q: 3 clusters Score -833483.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6771 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -833484.437500 Penalty: 4487.369141
	Iteration 44Q: 3 clusters Score -833484.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6776 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -833489.687500 Penalty: 4487.369141
	Iteration 45Q: 3 clusters Score -833489.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6779 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -833488.625000 Penalty: 4487.369141
	Iteration 46Q: 3 clusters Score -833488.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -833490.375000 Penalty: 4487.369141
	Iteration 47Q: 3 clusters Score -833490.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -833492.125000 Penalty: 4487.369141
	Iteration 48Q: 3 clusters Score -833492.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -833492.125000 Penalty: 4487.369141
	Iteration 49Q: 3 clusters Score -833492.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -833493.812500 Penalty: 4487.369141
	Iteration 50Q: 3 clusters Score -833493.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6800 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -833499.937500 Penalty: 4487.369141
	Iteration 51Q: 3 clusters Score -833499.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -833503.812500 Penalty: 4487.369141
	Iteration 52Q: 3 clusters Score -833503.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6802 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -833505.062500 Penalty: 4487.369141
	Iteration 53Q: 3 clusters Score -833505.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -833507.000000 Penalty: 4487.369141
	Iteration 54Q: 3 clusters Score -833507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6805 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -833506.062500 Penalty: 4487.369141
	Iteration 55Q: 3 clusters Score -833506.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -833509.937500 Penalty: 4487.369141
	Iteration 56Q: 3 clusters Score -833509.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6809 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -833512.562500 Penalty: 4487.369141
	Iteration 57Q: 3 clusters Score -833512.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -833512.687500 Penalty: 4487.369141
	Iteration 58Q: 3 clusters Score -833512.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -833512.187500 Penalty: 4487.369141
	Iteration 59Q: 3 clusters Score -833512.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6806 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -833512.187500 Penalty: 4487.369141
	Iteration 60F: 3 clusters Score -833512.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (85379 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85379 members 
Entering Unmasked Estep 
Score: -9777589.000000 Penalty: 2816.004150
	Iteration 0F: 2 clusters Score -9777589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -9720662.000000 Penalty: 5632.008301
	Iteration 0F: 3 clusters Score -9720662 nChanged 40046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41751 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -9743278.000000 Penalty: 5632.008301
	Iteration 1F: 3 clusters Score -9743278 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41317 members 
Mstep: Class 2 contains 44062 members 
Entering Unmasked Estep 
Score: -9743897.000000 Penalty: 5632.008301
	Iteration 2Q: 3 clusters Score -9743897 nChanged 2848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40649 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -9744547.000000 Penalty: 5632.008301
	Iteration 3Q: 3 clusters Score -9744547 nChanged 2952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39523 members 
Mstep: Class 2 contains 45856 members 
Entering Unmasked Estep 
Score: -9745323.000000 Penalty: 5632.008301
	Iteration 4Q: 3 clusters Score -9745323 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 47586 members 
Entering Unmasked Estep 
Score: -9746364.000000 Penalty: 5632.008301
	Iteration 5Q: 3 clusters Score -9746364 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -9747669.000000 Penalty: 5632.008301
	Iteration 6Q: 3 clusters Score -9747669 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31849 members 
Mstep: Class 2 contains 53530 members 
Entering Unmasked Estep 
Score: -9749814.000000 Penalty: 5632.008301
	Iteration 7F: 3 clusters Score -9749814 nChanged 5159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 58019 members 
Entering Unmasked Estep 
Score: -9752778.000000 Penalty: 5632.008301
	Iteration 8F: 3 clusters Score -9752778 nChanged 5778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 63375 members 
Entering Unmasked Estep 
Score: -9756635.000000 Penalty: 5632.008301
	Iteration 9F: 3 clusters Score -9756635 nChanged 6022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 69165 members 
Entering Unmasked Estep 
Score: -9761581.000000 Penalty: 5632.008301
	Iteration 10F: 3 clusters Score -9761581 nChanged 5750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10614 members 
Mstep: Class 2 contains 74765 members 
Entering Unmasked Estep 
Score: -9766849.000000 Penalty: 5632.008301
	Iteration 11F: 3 clusters Score -9766849 nChanged 4434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 79119 members 
Entering Unmasked Estep 
Score: -9771002.000000 Penalty: 5632.008301
	Iteration 12F: 3 clusters Score -9771002 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 81859 members 
Entering Unmasked Estep 
Score: -9773500.000000 Penalty: 5632.008301
	Iteration 13Q: 3 clusters Score -9773500 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 83272 members 
Entering Unmasked Estep 
Score: -9774569.000000 Penalty: 5632.008301
	Iteration 14Q: 3 clusters Score -9774569 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 83950 members 
Entering Unmasked Estep 
Score: -9775042.000000 Penalty: 5632.008301
	Iteration 15Q: 3 clusters Score -9775042 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 84279 members 
Entering Unmasked Estep 
Score: -9775236.000000 Penalty: 5632.008301
	Iteration 16Q: 3 clusters Score -9775236 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 84429 members 
Entering Unmasked Estep 
Score: -9775341.000000 Penalty: 5632.008301
	Iteration 17Q: 3 clusters Score -9775341 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 84508 members 
Entering Unmasked Estep 
Score: -9775389.000000 Penalty: 5632.008301
	Iteration 18Q: 3 clusters Score -9775389 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 84558 members 
Entering Unmasked Estep 
Score: -9775435.000000 Penalty: 5632.008301
	Iteration 19Q: 3 clusters Score -9775435 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 84591 members 
Entering Unmasked Estep 
Score: -9775472.000000 Penalty: 5632.008301
	Iteration 20F: 3 clusters Score -9775472 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 84606 members 
Entering Unmasked Estep 
Score: -9775465.000000 Penalty: 5632.008301
	Iteration 21Q: 3 clusters Score -9775465 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 84622 members 
Entering Unmasked Estep 
Score: -9775476.000000 Penalty: 5632.008301
	Iteration 22Q: 3 clusters Score -9775476 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 84639 members 
Entering Unmasked Estep 
Score: -9775479.000000 Penalty: 5632.008301
	Iteration 23Q: 3 clusters Score -9775479 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 84647 members 
Entering Unmasked Estep 
Score: -9775480.000000 Penalty: 5632.008301
	Iteration 24Q: 3 clusters Score -9775480 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 84654 members 
Entering Unmasked Estep 
Score: -9775484.000000 Penalty: 5632.008301
	Iteration 25Q: 3 clusters Score -9775484 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 84666 members 
Entering Unmasked Estep 
Score: -9775498.000000 Penalty: 5632.008301
	Iteration 26Q: 3 clusters Score -9775498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 84672 members 
Entering Unmasked Estep 
Score: -9775487.000000 Penalty: 5632.008301
	Iteration 27Q: 3 clusters Score -9775487 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 84674 members 
Entering Unmasked Estep 
Score: -9775486.000000 Penalty: 5632.008301
	Iteration 28Q: 3 clusters Score -9775486 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 84678 members 
Entering Unmasked Estep 
Score: -9775497.000000 Penalty: 5632.008301
	Iteration 29Q: 3 clusters Score -9775497 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 84683 members 
Entering Unmasked Estep 
Score: -9775498.000000 Penalty: 5632.008301
	Iteration 30Q: 3 clusters Score -9775498 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 84684 members 
Entering Unmasked Estep 
Score: -9775500.000000 Penalty: 5632.008301
	Iteration 31Q: 3 clusters Score -9775500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -9775499.000000 Penalty: 5632.008301
	Iteration 32Q: 3 clusters Score -9775499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 84686 members 
Entering Unmasked Estep 
Score: -9775499.000000 Penalty: 5632.008301
	Iteration 33F: 3 clusters Score -9775499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12543 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12543 members 
Entering Unmasked Estep 
Score: -1126138.000000 Penalty: 2340.355713
	Iteration 0F: 2 clusters Score -1126138 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 6243 members 
Entering Unmasked Estep 
Score: -1116853.625000 Penalty: 4680.711426
	Iteration 0F: 3 clusters Score -1116854 nChanged 5299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1119896.375000 Penalty: 4680.711426
	Iteration 1F: 3 clusters Score -1119896 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 6350 members 
Entering Unmasked Estep 
Score: -1120615.375000 Penalty: 4680.711426
	Iteration 2F: 3 clusters Score -1120615 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -1121449.875000 Penalty: 4680.711426
	Iteration 3F: 3 clusters Score -1121450 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -1122336.750000 Penalty: 4680.711426
	Iteration 4F: 3 clusters Score -1122337 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6162 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -1123181.750000 Penalty: 4680.711426
	Iteration 5F: 3 clusters Score -1123182 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6185 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -1123845.250000 Penalty: 4680.711426
	Iteration 6F: 3 clusters Score -1123845 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -1124290.375000 Penalty: 4680.711426
	Iteration 7F: 3 clusters Score -1124290 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -1124537.875000 Penalty: 4680.711426
	Iteration 8Q: 3 clusters Score -1124538 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -1124690.125000 Penalty: 4680.711426
	Iteration 9Q: 3 clusters Score -1124690 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1124771.625000 Penalty: 4680.711426
	Iteration 10Q: 3 clusters Score -1124772 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1124837.375000 Penalty: 4680.711426
	Iteration 11Q: 3 clusters Score -1124837 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1124877.500000 Penalty: 4680.711426
	Iteration 12Q: 3 clusters Score -1124878 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6684 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -1124901.000000 Penalty: 4680.711426
	Iteration 13Q: 3 clusters Score -1124901 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -1124916.625000 Penalty: 4680.711426
	Iteration 14Q: 3 clusters Score -1124917 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6764 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1124935.875000 Penalty: 4680.711426
	Iteration 15Q: 3 clusters Score -1124936 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 5731 members 
Entering Unmasked Estep 
Score: -1124946.625000 Penalty: 4680.711426
	Iteration 16Q: 3 clusters Score -1124947 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 5687 members 
Entering Unmasked Estep 
Score: -1124953.375000 Penalty: 4680.711426
	Iteration 17Q: 3 clusters Score -1124953 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1124959.875000 Penalty: 4680.711426
	Iteration 18Q: 3 clusters Score -1124960 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -1124967.375000 Penalty: 4680.711426
	Iteration 19Q: 3 clusters Score -1124967 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6963 members 
Mstep: Class 2 contains 5580 members 
Entering Unmasked Estep 
Score: -1124977.375000 Penalty: 4680.711426
	Iteration 20F: 3 clusters Score -1124977 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 5540 members 
Entering Unmasked Estep 
Score: -1124980.750000 Penalty: 4680.711426
	Iteration 21Q: 3 clusters Score -1124981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1124986.375000 Penalty: 4680.711426
	Iteration 22Q: 3 clusters Score -1124986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1124988.750000 Penalty: 4680.711426
	Iteration 23Q: 3 clusters Score -1124989 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1124991.000000 Penalty: 4680.711426
	Iteration 24Q: 3 clusters Score -1124991 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -1124994.750000 Penalty: 4680.711426
	Iteration 25Q: 3 clusters Score -1124995 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 5464 members 
Entering Unmasked Estep 
Score: -1124992.875000 Penalty: 4680.711426
	Iteration 26Q: 3 clusters Score -1124993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7084 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1124995.750000 Penalty: 4680.711426
	Iteration 27Q: 3 clusters Score -1124996 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7088 members 
Mstep: Class 2 contains 5455 members 
Entering Unmasked Estep 
Score: -1124997.375000 Penalty: 4680.711426
	Iteration 28Q: 3 clusters Score -1124997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -1124996.125000 Penalty: 4680.711426
	Iteration 29Q: 3 clusters Score -1124996 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1124994.375000 Penalty: 4680.711426
	Iteration 30Q: 3 clusters Score -1124994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7096 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1124993.875000 Penalty: 4680.711426
	Iteration 31Q: 3 clusters Score -1124994 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -1124995.375000 Penalty: 4680.711426
	Iteration 32Q: 3 clusters Score -1124995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1124994.625000 Penalty: 4680.711426
	Iteration 33Q: 3 clusters Score -1124995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -1124994.625000 Penalty: 4680.711426
	Iteration 34Q: 3 clusters Score -1124995 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1124996.875000 Penalty: 4680.711426
	Iteration 35Q: 3 clusters Score -1124997 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -1124997.250000 Penalty: 4680.711426
	Iteration 36Q: 3 clusters Score -1124997 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -1124995.500000 Penalty: 4680.711426
	Iteration 37Q: 3 clusters Score -1124996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1124994.000000 Penalty: 4680.711426
	Iteration 38Q: 3 clusters Score -1124994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1124994.000000 Penalty: 4680.711426
	Iteration 39F: 3 clusters Score -1124994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Entering Unmasked Estep 
Score: -266081.125000 Penalty: 1917.627563
	Iteration 0F: 2 clusters Score -266081.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -263240.500000 Penalty: 3835.255127
	Iteration 0F: 3 clusters Score -263240.5 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -263765.312500 Penalty: 3835.255127
	Iteration 1F: 3 clusters Score -263765.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -263890.093750 Penalty: 3835.255127
	Iteration 2F: 3 clusters Score -263890.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -263944.218750 Penalty: 3835.255127
	Iteration 3Q: 3 clusters Score -263944.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -263970.781250 Penalty: 3835.255127
	Iteration 4Q: 3 clusters Score -263970.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -263980.937500 Penalty: 3835.255127
	Iteration 5Q: 3 clusters Score -263980.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -263987.906250 Penalty: 3835.255127
	Iteration 6Q: 3 clusters Score -263987.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -263993.468750 Penalty: 3835.255127
	Iteration 7Q: 3 clusters Score -263993.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -263998.406250 Penalty: 3835.255127
	Iteration 8Q: 3 clusters Score -263998.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -264003.625000 Penalty: 3835.255127
	Iteration 9Q: 3 clusters Score -264003.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264009.218750 Penalty: 3835.255127
	Iteration 10Q: 3 clusters Score -264009.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -264013.281250 Penalty: 3835.255127
	Iteration 11Q: 3 clusters Score -264013.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -264016.968750 Penalty: 3835.255127
	Iteration 12Q: 3 clusters Score -264017 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -264020.343750 Penalty: 3835.255127
	Iteration 13Q: 3 clusters Score -264020.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -264023.625000 Penalty: 3835.255127
	Iteration 14Q: 3 clusters Score -264023.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -264026.250000 Penalty: 3835.255127
	Iteration 15Q: 3 clusters Score -264026.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -264029.343750 Penalty: 3835.255127
	Iteration 16Q: 3 clusters Score -264029.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -264033.312500 Penalty: 3835.255127
	Iteration 17Q: 3 clusters Score -264033.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -264035.781250 Penalty: 3835.255127
	Iteration 18Q: 3 clusters Score -264035.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -264037.406250 Penalty: 3835.255127
	Iteration 19Q: 3 clusters Score -264037.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -264038.250000 Penalty: 3835.255127
	Iteration 20F: 3 clusters Score -264038.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -264038.937500 Penalty: 3835.255127
	Iteration 21Q: 3 clusters Score -264038.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -264039.500000 Penalty: 3835.255127
	Iteration 22Q: 3 clusters Score -264039.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -264039.500000 Penalty: 3835.255127
	Iteration 23F: 3 clusters Score -264039.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Entering Unmasked Estep 
Score: -97197.875000 Penalty: 1709.878174
	Iteration 0F: 2 clusters Score -97197.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -95277.921875 Penalty: 3419.756348
	Iteration 0F: 3 clusters Score -95277.92 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -95602.125000 Penalty: 3419.756348
	Iteration 1F: 3 clusters Score -95602.12 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -95756.015625 Penalty: 3419.756348
	Iteration 2F: 3 clusters Score -95756.02 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -95877.804688 Penalty: 3419.756348
	Iteration 3F: 3 clusters Score -95877.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -95977.304688 Penalty: 3419.756348
	Iteration 4Q: 3 clusters Score -95977.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -96152.906250 Penalty: 3419.756348
	Iteration 5Q: 3 clusters Score -96152.91 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -96482.304688 Penalty: 3419.756348
	Iteration 6F: 3 clusters Score -96482.3 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -96999.210938 Penalty: 3419.756348
	Iteration 7F: 3 clusters Score -96999.21 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -97615.507812 Penalty: 3419.756348
	Iteration 8F: 3 clusters Score -97615.51 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -98010.312500 Penalty: 3419.756348
	Iteration 9F: 3 clusters Score -98010.31 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -98175.812500 Penalty: 3419.756348
	Iteration 10Q: 3 clusters Score -98175.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -98213.085938 Penalty: 3419.756348
	Iteration 11Q: 3 clusters Score -98213.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -98216.023438 Penalty: 3419.756348
	Iteration 12Q: 3 clusters Score -98216.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -98216.023438 Penalty: 3419.756348
	Iteration 13F: 3 clusters Score -98216.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 2 contains 641 members 
Mstep: Class 3 contains 261856 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 21068 members 
Mstep: Class 6 contains 73796 members 
Mstep: Class 7 contains 51745 members 
Mstep: Class 8 contains 24290 members 
Mstep: Class 9 contains 10552 members 
Mstep: Class 10 contains 301283 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8935 members 
Mstep: Class 13 contains 24333 members 
Mstep: Class 14 contains 198953 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 20991 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 18879 members 
Mstep: Class 19 contains 221163 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 85379 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 346 members 
Mstep: Class 28 contains 9924 members 
Entering Unmasked Estep 
Score: -161426144.000000 Penalty: 98363.328125
Splitting cluster 27 changes total score from -161427328.000000 to -161426144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (9924 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9924 members 
Entering Unmasked Estep 
Score: -1108230.500000 Penalty: 2282.272461
	Iteration 0F: 2 clusters Score -1108230 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -1100618.375000 Penalty: 4564.544922
	Iteration 0F: 3 clusters Score -1100618 nChanged 4117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4791 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1102891.125000 Penalty: 4564.544922
	Iteration 1F: 3 clusters Score -1102891 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 5157 members 
Entering Unmasked Estep 
Score: -1103354.000000 Penalty: 4564.544922
	Iteration 2F: 3 clusters Score -1103354 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1103848.000000 Penalty: 4564.544922
	Iteration 3F: 3 clusters Score -1103848 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4942 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -1104333.000000 Penalty: 4564.544922
	Iteration 4F: 3 clusters Score -1104333 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -1104785.500000 Penalty: 4564.544922
	Iteration 5F: 3 clusters Score -1104786 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1105239.625000 Penalty: 4564.544922
	Iteration 6F: 3 clusters Score -1105240 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5865 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1105665.500000 Penalty: 4564.544922
	Iteration 7F: 3 clusters Score -1105666 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -1106007.500000 Penalty: 4564.544922
	Iteration 8F: 3 clusters Score -1106008 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6544 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -1106293.875000 Penalty: 4564.544922
	Iteration 9Q: 3 clusters Score -1106294 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6828 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -1106486.500000 Penalty: 4564.544922
	Iteration 10Q: 3 clusters Score -1106486 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7047 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -1106615.375000 Penalty: 4564.544922
	Iteration 11Q: 3 clusters Score -1106615 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 2697 members 
Entering Unmasked Estep 
Score: -1106727.250000 Penalty: 4564.544922
	Iteration 12Q: 3 clusters Score -1106727 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -1106830.500000 Penalty: 4564.544922
	Iteration 13Q: 3 clusters Score -1106830 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -1106904.625000 Penalty: 4564.544922
	Iteration 14Q: 3 clusters Score -1106905 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1106969.375000 Penalty: 4564.544922
	Iteration 15Q: 3 clusters Score -1106969 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1107031.375000 Penalty: 4564.544922
	Iteration 16Q: 3 clusters Score -1107031 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1107095.000000 Penalty: 4564.544922
	Iteration 17Q: 3 clusters Score -1107095 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1107161.000000 Penalty: 4564.544922
	Iteration 18Q: 3 clusters Score -1107161 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1107209.750000 Penalty: 4564.544922
	Iteration 19Q: 3 clusters Score -1107210 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1107248.750000 Penalty: 4564.544922
	Iteration 20F: 3 clusters Score -1107249 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8240 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -1107278.750000 Penalty: 4564.544922
	Iteration 21Q: 3 clusters Score -1107279 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8301 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -1107309.000000 Penalty: 4564.544922
	Iteration 22Q: 3 clusters Score -1107309 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -1107325.500000 Penalty: 4564.544922
	Iteration 23Q: 3 clusters Score -1107326 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8371 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -1107339.250000 Penalty: 4564.544922
	Iteration 24Q: 3 clusters Score -1107339 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8404 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -1107350.000000 Penalty: 4564.544922
	Iteration 25Q: 3 clusters Score -1107350 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -1107355.875000 Penalty: 4564.544922
	Iteration 26Q: 3 clusters Score -1107356 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -1107363.375000 Penalty: 4564.544922
	Iteration 27Q: 3 clusters Score -1107363 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1107367.375000 Penalty: 4564.544922
	Iteration 28Q: 3 clusters Score -1107367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -1107371.000000 Penalty: 4564.544922
	Iteration 29Q: 3 clusters Score -1107371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1107378.875000 Penalty: 4564.544922
	Iteration 30Q: 3 clusters Score -1107379 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8518 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1107384.750000 Penalty: 4564.544922
	Iteration 31Q: 3 clusters Score -1107385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8526 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1107388.875000 Penalty: 4564.544922
	Iteration 32Q: 3 clusters Score -1107389 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -1107393.125000 Penalty: 4564.544922
	Iteration 33Q: 3 clusters Score -1107393 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1107398.875000 Penalty: 4564.544922
	Iteration 34Q: 3 clusters Score -1107399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8558 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1107402.625000 Penalty: 4564.544922
	Iteration 35Q: 3 clusters Score -1107403 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -1107406.500000 Penalty: 4564.544922
	Iteration 36Q: 3 clusters Score -1107406 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8584 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -1107413.250000 Penalty: 4564.544922
	Iteration 37Q: 3 clusters Score -1107413 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1107417.125000 Penalty: 4564.544922
	Iteration 38Q: 3 clusters Score -1107417 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1107419.125000 Penalty: 4564.544922
	Iteration 39Q: 3 clusters Score -1107419 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1107421.500000 Penalty: 4564.544922
	Iteration 40F: 3 clusters Score -1107422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -1107428.500000 Penalty: 4564.544922
	Iteration 41Q: 3 clusters Score -1107428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -1107432.750000 Penalty: 4564.544922
	Iteration 42Q: 3 clusters Score -1107433 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8655 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1107442.625000 Penalty: 4564.544922
	Iteration 43Q: 3 clusters Score -1107443 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -1107450.125000 Penalty: 4564.544922
	Iteration 44Q: 3 clusters Score -1107450 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8686 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1107454.250000 Penalty: 4564.544922
	Iteration 45Q: 3 clusters Score -1107454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1107458.625000 Penalty: 4564.544922
	Iteration 46Q: 3 clusters Score -1107459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1107459.625000 Penalty: 4564.544922
	Iteration 47Q: 3 clusters Score -1107460 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1107464.625000 Penalty: 4564.544922
	Iteration 48Q: 3 clusters Score -1107465 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -1107465.625000 Penalty: 4564.544922
	Iteration 49Q: 3 clusters Score -1107466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1107468.000000 Penalty: 4564.544922
	Iteration 50Q: 3 clusters Score -1107468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8715 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1107468.000000 Penalty: 4564.544922
	Iteration 51F: 3 clusters Score -1107468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26772 members 
Mstep: Class 3 contains 261856 members 
Mstep: Class 4 contains 10893 members 
Mstep: Class 5 contains 21068 members 
Mstep: Class 6 contains 73796 members 
Mstep: Class 7 contains 51745 members 
Mstep: Class 8 contains 24290 members 
Mstep: Class 9 contains 10552 members 
Mstep: Class 10 contains 301283 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 8935 members 
Mstep: Class 13 contains 24333 members 
Mstep: Class 14 contains 198953 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 20991 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 18879 members 
Mstep: Class 19 contains 221163 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 8494 members 
Mstep: Class 24 contains 85379 members 
Mstep: Class 25 contains 12543 members 
Mstep: Class 26 contains 2281 members 
Mstep: Class 27 contains 987 members 
Mstep: Class 28 contains 9924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427424.000000 Penalty: 94850.351562
Iteration 159Q: 28 clusters Score -1.614274e+08 nChanged 4027
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 3 contains 261219 members 
Mstep: Class 4 contains 10892 members 
Mstep: Class 5 contains 21077 members 
Mstep: Class 6 contains 73861 members 
Mstep: Class 7 contains 51873 members 
Mstep: Class 8 contains 24287 members 
Mstep: Class 9 contains 10554 members 
Mstep: Class 10 contains 301139 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 9003 members 
Mstep: Class 13 contains 24359 members 
Mstep: Class 14 contains 199106 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 21047 members 
Mstep: Class 17 contains 5953 members 
Mstep: Class 18 contains 18880 members 
Mstep: Class 19 contains 221325 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 8505 members 
Mstep: Class 24 contains 85432 members 
Mstep: Class 25 contains 12545 members 
Mstep: Class 26 contains 2278 members 
Mstep: Class 27 contains 989 members 
Mstep: Class 28 contains 9977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161427296.000000 Penalty: 94850.351562
Iteration 160F: 28 clusters Score -1.614273e+08 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26763 members 
Mstep: Class 3 contains 260448 members 
Mstep: Class 4 contains 10894 members 
Mstep: Class 5 contains 21073 members 
Mstep: Class 6 contains 73911 members 
Mstep: Class 7 contains 51986 members 
Mstep: Class 8 contains 24284 members 
Mstep: Class 9 contains 10551 members 
Mstep: Class 10 contains 301144 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 9066 members 
Mstep: Class 13 contains 24388 members 
Mstep: Class 14 contains 199285 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 21118 members 
Mstep: Class 17 contains 5952 members 
Mstep: Class 18 contains 18881 members 
Mstep: Class 19 contains 221490 members 
Mstep: Class 20 contains 8267 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3865 members 
Mstep: Class 23 contains 8511 members 
Mstep: Class 24 contains 85489 members 
Mstep: Class 25 contains 12546 members 
Mstep: Class 26 contains 2277 members 
Mstep: Class 27 contains 989 members 
Mstep: Class 28 contains 10024 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426848.000000 Penalty: 94850.351562
Iteration 161Q: 28 clusters Score -1.614268e+08 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 3 contains 259650 members 
Mstep: Class 4 contains 10895 members 
Mstep: Class 5 contains 21067 members 
Mstep: Class 6 contains 73954 members 
Mstep: Class 7 contains 52090 members 
Mstep: Class 8 contains 24285 members 
Mstep: Class 9 contains 10550 members 
Mstep: Class 10 contains 301195 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 9164 members 
Mstep: Class 13 contains 24405 members 
Mstep: Class 14 contains 199463 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 21200 members 
Mstep: Class 17 contains 5949 members 
Mstep: Class 18 contains 18883 members 
Mstep: Class 19 contains 221663 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3868 members 
Mstep: Class 23 contains 8515 members 
Mstep: Class 24 contains 85509 members 
Mstep: Class 25 contains 12549 members 
Mstep: Class 26 contains 2277 members 
Mstep: Class 27 contains 989 members 
Mstep: Class 28 contains 10060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161426464.000000 Penalty: 94850.351562
Iteration 162Q: 28 clusters Score -1.614265e+08 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 3 contains 258788 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 21069 members 
Mstep: Class 6 contains 74012 members 
Mstep: Class 7 contains 52186 members 
Mstep: Class 8 contains 24282 members 
Mstep: Class 9 contains 10551 members 
Mstep: Class 10 contains 301171 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 9274 members 
Mstep: Class 13 contains 24426 members 
Mstep: Class 14 contains 199702 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 21283 members 
Mstep: Class 17 contains 5947 members 
Mstep: Class 18 contains 18891 members 
Mstep: Class 19 contains 221868 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 8517 members 
Mstep: Class 24 contains 85540 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 2279 members 
Mstep: Class 27 contains 989 members 
Mstep: Class 28 contains 10086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425648.000000 Penalty: 94850.351562
Iteration 163Q: 28 clusters Score -1.614256e+08 nChanged 3754
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26754 members 
Mstep: Class 3 contains 257948 members 
Mstep: Class 4 contains 10896 members 
Mstep: Class 5 contains 21066 members 
Mstep: Class 6 contains 74090 members 
Mstep: Class 7 contains 52311 members 
Mstep: Class 8 contains 24281 members 
Mstep: Class 9 contains 10559 members 
Mstep: Class 10 contains 301151 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 9379 members 
Mstep: Class 13 contains 24442 members 
Mstep: Class 14 contains 199901 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 21370 members 
Mstep: Class 17 contains 5940 members 
Mstep: Class 18 contains 18894 members 
Mstep: Class 19 contains 222103 members 
Mstep: Class 20 contains 8268 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 8522 members 
Mstep: Class 24 contains 85525 members 
Mstep: Class 25 contains 12550 members 
Mstep: Class 26 contains 2280 members 
Mstep: Class 27 contains 990 members 
Mstep: Class 28 contains 10110 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425216.000000 Penalty: 94850.351562
Iteration 164Q: 28 clusters Score -1.614252e+08 nChanged 3879
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26751 members 
Mstep: Class 3 contains 257054 members 
Mstep: Class 4 contains 10895 members 
Mstep: Class 5 contains 21064 members 
Mstep: Class 6 contains 74145 members 
Mstep: Class 7 contains 52403 members 
Mstep: Class 8 contains 24283 members 
Mstep: Class 9 contains 10563 members 
Mstep: Class 10 contains 301147 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 9496 members 
Mstep: Class 13 contains 24474 members 
Mstep: Class 14 contains 200149 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 21454 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 18895 members 
Mstep: Class 19 contains 222399 members 
Mstep: Class 20 contains 8268 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3869 members 
Mstep: Class 23 contains 8525 members 
Mstep: Class 24 contains 85478 members 
Mstep: Class 25 contains 12551 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 989 members 
Mstep: Class 28 contains 10130 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424640.000000 Penalty: 94850.351562
Iteration 165Q: 28 clusters Score -1.614246e+08 nChanged 3792
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 3 contains 256214 members 
Mstep: Class 4 contains 10890 members 
Mstep: Class 5 contains 21062 members 
Mstep: Class 6 contains 74200 members 
Mstep: Class 7 contains 52505 members 
Mstep: Class 8 contains 24280 members 
Mstep: Class 9 contains 10567 members 
Mstep: Class 10 contains 301078 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 9624 members 
Mstep: Class 13 contains 24503 members 
Mstep: Class 14 contains 200402 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 21545 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 18895 members 
Mstep: Class 19 contains 222698 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3872 members 
Mstep: Class 23 contains 8527 members 
Mstep: Class 24 contains 85418 members 
Mstep: Class 25 contains 12553 members 
Mstep: Class 26 contains 2284 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 10149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424128.000000 Penalty: 94850.351562
Iteration 166Q: 28 clusters Score -1.614241e+08 nChanged 3822
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 3 contains 255186 members 
Mstep: Class 4 contains 10890 members 
Mstep: Class 5 contains 21046 members 
Mstep: Class 6 contains 74278 members 
Mstep: Class 7 contains 52609 members 
Mstep: Class 8 contains 24278 members 
Mstep: Class 9 contains 10574 members 
Mstep: Class 10 contains 301122 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 9718 members 
Mstep: Class 13 contains 24533 members 
Mstep: Class 14 contains 200675 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 21634 members 
Mstep: Class 17 contains 5933 members 
Mstep: Class 18 contains 18905 members 
Mstep: Class 19 contains 223067 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3875 members 
Mstep: Class 23 contains 8529 members 
Mstep: Class 24 contains 85358 members 
Mstep: Class 25 contains 12553 members 
Mstep: Class 26 contains 2284 members 
Mstep: Class 27 contains 988 members 
Mstep: Class 28 contains 10162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423680.000000 Penalty: 94850.351562
Iteration 167Q: 28 clusters Score -1.614237e+08 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 3 contains 254114 members 
Mstep: Class 4 contains 10888 members 
Mstep: Class 5 contains 21039 members 
Mstep: Class 6 contains 74361 members 
Mstep: Class 7 contains 52727 members 
Mstep: Class 8 contains 24275 members 
Mstep: Class 9 contains 10577 members 
Mstep: Class 10 contains 301219 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 9793 members 
Mstep: Class 13 contains 24570 members 
Mstep: Class 14 contains 200960 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 21716 members 
Mstep: Class 17 contains 5930 members 
Mstep: Class 18 contains 18916 members 
Mstep: Class 19 contains 223401 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3880 members 
Mstep: Class 23 contains 8531 members 
Mstep: Class 24 contains 85304 members 
Mstep: Class 25 contains 12554 members 
Mstep: Class 26 contains 2284 members 
Mstep: Class 27 contains 989 members 
Mstep: Class 28 contains 10174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423664.000000 Penalty: 94850.351562
Iteration 168Q: 28 clusters Score -1.614237e+08 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 3 contains 252931 members 
Mstep: Class 4 contains 10894 members 
Mstep: Class 5 contains 21023 members 
Mstep: Class 6 contains 74419 members 
Mstep: Class 7 contains 52840 members 
Mstep: Class 8 contains 24275 members 
Mstep: Class 9 contains 10577 members 
Mstep: Class 10 contains 301361 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 9883 members 
Mstep: Class 13 contains 24622 members 
Mstep: Class 14 contains 201287 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 21792 members 
Mstep: Class 17 contains 5926 members 
Mstep: Class 18 contains 18919 members 
Mstep: Class 19 contains 223798 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3882 members 
Mstep: Class 23 contains 8534 members 
Mstep: Class 24 contains 85222 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 990 members 
Mstep: Class 28 contains 10188 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161423152.000000 Penalty: 94850.351562
Iteration 169Q: 28 clusters Score -1.614232e+08 nChanged 3804
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26723 members 
Mstep: Class 3 contains 251694 members 
Mstep: Class 4 contains 10896 members 
Mstep: Class 5 contains 21016 members 
Mstep: Class 6 contains 74484 members 
Mstep: Class 7 contains 52964 members 
Mstep: Class 8 contains 24277 members 
Mstep: Class 9 contains 10575 members 
Mstep: Class 10 contains 301503 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 9952 members 
Mstep: Class 13 contains 24677 members 
Mstep: Class 14 contains 201630 members 
Mstep: Class 15 contains 2501 members 
Mstep: Class 16 contains 21886 members 
Mstep: Class 17 contains 5930 members 
Mstep: Class 18 contains 18922 members 
Mstep: Class 19 contains 224210 members 
Mstep: Class 20 contains 8268 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3882 members 
Mstep: Class 23 contains 8535 members 
Mstep: Class 24 contains 85147 members 
Mstep: Class 25 contains 12557 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 990 members 
Mstep: Class 28 contains 10198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422352.000000 Penalty: 94850.351562
Iteration 170Q: 28 clusters Score -1.614224e+08 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26717 members 
Mstep: Class 3 contains 250429 members 
Mstep: Class 4 contains 10895 members 
Mstep: Class 5 contains 21011 members 
Mstep: Class 6 contains 74579 members 
Mstep: Class 7 contains 53103 members 
Mstep: Class 8 contains 24273 members 
Mstep: Class 9 contains 10579 members 
Mstep: Class 10 contains 301506 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10023 members 
Mstep: Class 13 contains 24729 members 
Mstep: Class 14 contains 202021 members 
Mstep: Class 15 contains 2502 members 
Mstep: Class 16 contains 21984 members 
Mstep: Class 17 contains 5934 members 
Mstep: Class 18 contains 18925 members 
Mstep: Class 19 contains 224689 members 
Mstep: Class 20 contains 8265 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3884 members 
Mstep: Class 23 contains 8538 members 
Mstep: Class 24 contains 85076 members 
Mstep: Class 25 contains 12557 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 991 members 
Mstep: Class 28 contains 10206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422400.000000 Penalty: 94850.351562
Iteration 171Q: 28 clusters Score -1.614224e+08 nChanged 3679
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 3 contains 249110 members 
Mstep: Class 4 contains 10894 members 
Mstep: Class 5 contains 21007 members 
Mstep: Class 6 contains 74659 members 
Mstep: Class 7 contains 53215 members 
Mstep: Class 8 contains 24274 members 
Mstep: Class 9 contains 10579 members 
Mstep: Class 10 contains 301514 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10122 members 
Mstep: Class 13 contains 24774 members 
Mstep: Class 14 contains 202456 members 
Mstep: Class 15 contains 2503 members 
Mstep: Class 16 contains 22053 members 
Mstep: Class 17 contains 5934 members 
Mstep: Class 18 contains 18927 members 
Mstep: Class 19 contains 225213 members 
Mstep: Class 20 contains 8265 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3888 members 
Mstep: Class 23 contains 8542 members 
Mstep: Class 24 contains 85015 members 
Mstep: Class 25 contains 12556 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 10211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422336.000000 Penalty: 94850.351562
Iteration 172Q: 28 clusters Score -1.614223e+08 nChanged 3628
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 3 contains 247615 members 
Mstep: Class 4 contains 10894 members 
Mstep: Class 5 contains 21009 members 
Mstep: Class 6 contains 74723 members 
Mstep: Class 7 contains 53322 members 
Mstep: Class 8 contains 24271 members 
Mstep: Class 9 contains 10581 members 
Mstep: Class 10 contains 301705 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10199 members 
Mstep: Class 13 contains 24830 members 
Mstep: Class 14 contains 202869 members 
Mstep: Class 15 contains 2504 members 
Mstep: Class 16 contains 22140 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 18 contains 18931 members 
Mstep: Class 19 contains 225747 members 
Mstep: Class 20 contains 8265 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3891 members 
Mstep: Class 23 contains 8546 members 
Mstep: Class 24 contains 84955 members 
Mstep: Class 25 contains 12555 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421920.000000 Penalty: 94850.351562
Iteration 173Q: 28 clusters Score -1.614219e+08 nChanged 3624
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 3 contains 246111 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 21002 members 
Mstep: Class 6 contains 74821 members 
Mstep: Class 7 contains 53430 members 
Mstep: Class 8 contains 24271 members 
Mstep: Class 9 contains 10585 members 
Mstep: Class 10 contains 301780 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10277 members 
Mstep: Class 13 contains 24877 members 
Mstep: Class 14 contains 203335 members 
Mstep: Class 15 contains 2504 members 
Mstep: Class 16 contains 22235 members 
Mstep: Class 17 contains 5943 members 
Mstep: Class 18 contains 18931 members 
Mstep: Class 19 contains 226328 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3888 members 
Mstep: Class 23 contains 8546 members 
Mstep: Class 24 contains 84913 members 
Mstep: Class 25 contains 12557 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421584.000000 Penalty: 94850.351562
Iteration 174Q: 28 clusters Score -1.614216e+08 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 3 contains 244476 members 
Mstep: Class 4 contains 10895 members 
Mstep: Class 5 contains 21004 members 
Mstep: Class 6 contains 74901 members 
Mstep: Class 7 contains 53525 members 
Mstep: Class 8 contains 24272 members 
Mstep: Class 9 contains 10583 members 
Mstep: Class 10 contains 301970 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10339 members 
Mstep: Class 13 contains 24926 members 
Mstep: Class 14 contains 203809 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 22344 members 
Mstep: Class 17 contains 5946 members 
Mstep: Class 18 contains 18931 members 
Mstep: Class 19 contains 226913 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3887 members 
Mstep: Class 23 contains 8547 members 
Mstep: Class 24 contains 84904 members 
Mstep: Class 25 contains 12557 members 
Mstep: Class 26 contains 2289 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 10219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421248.000000 Penalty: 94850.351562
Iteration 175Q: 28 clusters Score -1.614212e+08 nChanged 3633
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26699 members 
Mstep: Class 3 contains 242873 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 21023 members 
Mstep: Class 6 contains 74959 members 
Mstep: Class 7 contains 53626 members 
Mstep: Class 8 contains 24272 members 
Mstep: Class 9 contains 10589 members 
Mstep: Class 10 contains 302069 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10415 members 
Mstep: Class 13 contains 24974 members 
Mstep: Class 14 contains 204311 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 22443 members 
Mstep: Class 17 contains 5947 members 
Mstep: Class 18 contains 18935 members 
Mstep: Class 19 contains 227517 members 
Mstep: Class 20 contains 8267 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3891 members 
Mstep: Class 23 contains 8546 members 
Mstep: Class 24 contains 84888 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 10218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420704.000000 Penalty: 94850.351562
Iteration 176Q: 28 clusters Score -1.614207e+08 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26690 members 
Mstep: Class 3 contains 241273 members 
Mstep: Class 4 contains 10894 members 
Mstep: Class 5 contains 21036 members 
Mstep: Class 6 contains 75043 members 
Mstep: Class 7 contains 53749 members 
Mstep: Class 8 contains 24269 members 
Mstep: Class 9 contains 10595 members 
Mstep: Class 10 contains 302053 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10500 members 
Mstep: Class 13 contains 25018 members 
Mstep: Class 14 contains 204829 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 22531 members 
Mstep: Class 17 contains 5946 members 
Mstep: Class 18 contains 18942 members 
Mstep: Class 19 contains 228210 members 
Mstep: Class 20 contains 8270 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3894 members 
Mstep: Class 23 contains 8550 members 
Mstep: Class 24 contains 84848 members 
Mstep: Class 25 contains 12559 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 992 members 
Mstep: Class 28 contains 10218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420864.000000 Penalty: 94850.351562
Iteration 177Q: 28 clusters Score -1.614209e+08 nChanged 3499
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 3 contains 239719 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 21043 members 
Mstep: Class 6 contains 75142 members 
Mstep: Class 7 contains 53890 members 
Mstep: Class 8 contains 24269 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 302050 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10592 members 
Mstep: Class 13 contains 25059 members 
Mstep: Class 14 contains 205301 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 22606 members 
Mstep: Class 17 contains 5941 members 
Mstep: Class 18 contains 18945 members 
Mstep: Class 19 contains 228923 members 
Mstep: Class 20 contains 8271 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3893 members 
Mstep: Class 23 contains 8553 members 
Mstep: Class 24 contains 84770 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 10217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421008.000000 Penalty: 94850.351562
Iteration 178Q: 28 clusters Score -1.61421e+08 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 3 contains 238133 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 21039 members 
Mstep: Class 6 contains 75245 members 
Mstep: Class 7 contains 54026 members 
Mstep: Class 8 contains 24269 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 302049 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10700 members 
Mstep: Class 13 contains 25113 members 
Mstep: Class 14 contains 205760 members 
Mstep: Class 15 contains 2505 members 
Mstep: Class 16 contains 22688 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 18940 members 
Mstep: Class 19 contains 229657 members 
Mstep: Class 20 contains 8274 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3897 members 
Mstep: Class 23 contains 8559 members 
Mstep: Class 24 contains 84689 members 
Mstep: Class 25 contains 12557 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 10215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421520.000000 Penalty: 94850.351562
Iteration 179Q: 28 clusters Score -1.614215e+08 nChanged 3466
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26678 members 
Mstep: Class 3 contains 236568 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 21036 members 
Mstep: Class 6 contains 75368 members 
Mstep: Class 7 contains 54144 members 
Mstep: Class 8 contains 24269 members 
Mstep: Class 9 contains 10591 members 
Mstep: Class 10 contains 302067 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10815 members 
Mstep: Class 13 contains 25163 members 
Mstep: Class 14 contains 206181 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 22760 members 
Mstep: Class 17 contains 5938 members 
Mstep: Class 18 contains 18940 members 
Mstep: Class 19 contains 230404 members 
Mstep: Class 20 contains 8276 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3898 members 
Mstep: Class 23 contains 8560 members 
Mstep: Class 24 contains 84590 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 10213 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420928.000000 Penalty: 94850.351562
Iteration 180F: 28 clusters Score -1.614209e+08 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 3 contains 235018 members 
Mstep: Class 4 contains 10899 members 
Mstep: Class 5 contains 21035 members 
Mstep: Class 6 contains 75484 members 
Mstep: Class 7 contains 54282 members 
Mstep: Class 8 contains 24265 members 
Mstep: Class 9 contains 10595 members 
Mstep: Class 10 contains 301981 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 10902 members 
Mstep: Class 13 contains 25216 members 
Mstep: Class 14 contains 206669 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 22829 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 18936 members 
Mstep: Class 19 contains 231173 members 
Mstep: Class 20 contains 8276 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3904 members 
Mstep: Class 23 contains 8566 members 
Mstep: Class 24 contains 84510 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 993 members 
Mstep: Class 28 contains 10209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420976.000000 Penalty: 94850.351562
Iteration 181Q: 28 clusters Score -1.61421e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 3 contains 233459 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 21037 members 
Mstep: Class 6 contains 75594 members 
Mstep: Class 7 contains 54429 members 
Mstep: Class 8 contains 24264 members 
Mstep: Class 9 contains 10595 members 
Mstep: Class 10 contains 301921 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 11018 members 
Mstep: Class 13 contains 25268 members 
Mstep: Class 14 contains 207087 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 22892 members 
Mstep: Class 17 contains 5937 members 
Mstep: Class 18 contains 18936 members 
Mstep: Class 19 contains 231968 members 
Mstep: Class 20 contains 8277 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8567 members 
Mstep: Class 24 contains 84432 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 994 members 
Mstep: Class 28 contains 10206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420976.000000 Penalty: 94850.351562
Iteration 182Q: 28 clusters Score -1.61421e+08 nChanged 3444
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26655 members 
Mstep: Class 3 contains 231879 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 21044 members 
Mstep: Class 6 contains 75688 members 
Mstep: Class 7 contains 54553 members 
Mstep: Class 8 contains 24266 members 
Mstep: Class 9 contains 10595 members 
Mstep: Class 10 contains 301904 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 11135 members 
Mstep: Class 13 contains 25337 members 
Mstep: Class 14 contains 207483 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 22964 members 
Mstep: Class 17 contains 5939 members 
Mstep: Class 18 contains 18934 members 
Mstep: Class 19 contains 232774 members 
Mstep: Class 20 contains 8277 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 8566 members 
Mstep: Class 24 contains 84347 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10202 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421072.000000 Penalty: 94850.351562
Iteration 183Q: 28 clusters Score -1.614211e+08 nChanged 3375
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 3 contains 230381 members 
Mstep: Class 4 contains 10899 members 
Mstep: Class 5 contains 21046 members 
Mstep: Class 6 contains 75763 members 
Mstep: Class 7 contains 54702 members 
Mstep: Class 8 contains 24267 members 
Mstep: Class 9 contains 10597 members 
Mstep: Class 10 contains 301828 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 11241 members 
Mstep: Class 13 contains 25415 members 
Mstep: Class 14 contains 207847 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 23033 members 
Mstep: Class 17 contains 5942 members 
Mstep: Class 18 contains 18933 members 
Mstep: Class 19 contains 233583 members 
Mstep: Class 20 contains 8276 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 8567 members 
Mstep: Class 24 contains 84269 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10198 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420976.000000 Penalty: 94850.351562
Iteration 184Q: 28 clusters Score -1.61421e+08 nChanged 3326
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 3 contains 228854 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 21039 members 
Mstep: Class 6 contains 75836 members 
Mstep: Class 7 contains 54832 members 
Mstep: Class 8 contains 24270 members 
Mstep: Class 9 contains 10593 members 
Mstep: Class 10 contains 301915 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 11320 members 
Mstep: Class 13 contains 25486 members 
Mstep: Class 14 contains 208190 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 23097 members 
Mstep: Class 17 contains 5945 members 
Mstep: Class 18 contains 18935 members 
Mstep: Class 19 contains 234365 members 
Mstep: Class 20 contains 8273 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 8568 members 
Mstep: Class 24 contains 84182 members 
Mstep: Class 25 contains 12559 members 
Mstep: Class 26 contains 2286 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421232.000000 Penalty: 94850.351562
Iteration 185Q: 28 clusters Score -1.614212e+08 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26643 members 
Mstep: Class 3 contains 227405 members 
Mstep: Class 4 contains 10899 members 
Mstep: Class 5 contains 21038 members 
Mstep: Class 6 contains 75907 members 
Mstep: Class 7 contains 54944 members 
Mstep: Class 8 contains 24271 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 301969 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 11406 members 
Mstep: Class 13 contains 25537 members 
Mstep: Class 14 contains 208515 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 23173 members 
Mstep: Class 17 contains 5950 members 
Mstep: Class 18 contains 18935 members 
Mstep: Class 19 contains 235130 members 
Mstep: Class 20 contains 8271 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 8569 members 
Mstep: Class 24 contains 84103 members 
Mstep: Class 25 contains 12559 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421072.000000 Penalty: 94850.351562
Iteration 186Q: 28 clusters Score -1.614211e+08 nChanged 3216
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 3 contains 225963 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 21036 members 
Mstep: Class 6 contains 75976 members 
Mstep: Class 7 contains 55055 members 
Mstep: Class 8 contains 24275 members 
Mstep: Class 9 contains 10590 members 
Mstep: Class 10 contains 302025 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 11527 members 
Mstep: Class 13 contains 25588 members 
Mstep: Class 14 contains 208786 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 23245 members 
Mstep: Class 17 contains 5956 members 
Mstep: Class 18 contains 18936 members 
Mstep: Class 19 contains 235892 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3921 members 
Mstep: Class 23 contains 8571 members 
Mstep: Class 24 contains 84035 members 
Mstep: Class 25 contains 12559 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10173 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421184.000000 Penalty: 94850.351562
Iteration 187Q: 28 clusters Score -1.614212e+08 nChanged 3144
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 3 contains 224582 members 
Mstep: Class 4 contains 10894 members 
Mstep: Class 5 contains 21039 members 
Mstep: Class 6 contains 76020 members 
Mstep: Class 7 contains 55170 members 
Mstep: Class 8 contains 24282 members 
Mstep: Class 9 contains 10586 members 
Mstep: Class 10 contains 302070 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 11659 members 
Mstep: Class 13 contains 25649 members 
Mstep: Class 14 contains 209031 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 23313 members 
Mstep: Class 17 contains 5960 members 
Mstep: Class 18 contains 18935 members 
Mstep: Class 19 contains 236619 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3923 members 
Mstep: Class 23 contains 8573 members 
Mstep: Class 24 contains 83980 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421264.000000 Penalty: 94850.351562
Iteration 188Q: 28 clusters Score -1.614213e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 3 contains 223223 members 
Mstep: Class 4 contains 10894 members 
Mstep: Class 5 contains 21040 members 
Mstep: Class 6 contains 76080 members 
Mstep: Class 7 contains 55275 members 
Mstep: Class 8 contains 24282 members 
Mstep: Class 9 contains 10585 members 
Mstep: Class 10 contains 302117 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 11771 members 
Mstep: Class 13 contains 25724 members 
Mstep: Class 14 contains 209320 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 23377 members 
Mstep: Class 17 contains 5961 members 
Mstep: Class 18 contains 18934 members 
Mstep: Class 19 contains 237298 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3923 members 
Mstep: Class 23 contains 8576 members 
Mstep: Class 24 contains 83916 members 
Mstep: Class 25 contains 12558 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420976.000000 Penalty: 94850.351562
Iteration 189Q: 28 clusters Score -1.61421e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 3 contains 222033 members 
Mstep: Class 4 contains 10895 members 
Mstep: Class 5 contains 21032 members 
Mstep: Class 6 contains 76138 members 
Mstep: Class 7 contains 55368 members 
Mstep: Class 8 contains 24281 members 
Mstep: Class 9 contains 10587 members 
Mstep: Class 10 contains 302103 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 11886 members 
Mstep: Class 13 contains 25790 members 
Mstep: Class 14 contains 209563 members 
Mstep: Class 15 contains 2506 members 
Mstep: Class 16 contains 23445 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 18938 members 
Mstep: Class 19 contains 237913 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3925 members 
Mstep: Class 23 contains 8580 members 
Mstep: Class 24 contains 83870 members 
Mstep: Class 25 contains 12557 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10144 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420912.000000 Penalty: 94850.351562
Iteration 190Q: 28 clusters Score -1.614209e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 3 contains 220942 members 
Mstep: Class 4 contains 10896 members 
Mstep: Class 5 contains 21023 members 
Mstep: Class 6 contains 76209 members 
Mstep: Class 7 contains 55459 members 
Mstep: Class 8 contains 24279 members 
Mstep: Class 9 contains 10591 members 
Mstep: Class 10 contains 302091 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 11980 members 
Mstep: Class 13 contains 25862 members 
Mstep: Class 14 contains 209783 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 23495 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 18942 members 
Mstep: Class 19 contains 238469 members 
Mstep: Class 20 contains 8270 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3926 members 
Mstep: Class 23 contains 8584 members 
Mstep: Class 24 contains 83818 members 
Mstep: Class 25 contains 12557 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421136.000000 Penalty: 94850.351562
Iteration 191Q: 28 clusters Score -1.614211e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26635 members 
Mstep: Class 3 contains 219916 members 
Mstep: Class 4 contains 10898 members 
Mstep: Class 5 contains 21032 members 
Mstep: Class 6 contains 76278 members 
Mstep: Class 7 contains 55550 members 
Mstep: Class 8 contains 24276 members 
Mstep: Class 9 contains 10595 members 
Mstep: Class 10 contains 301987 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12086 members 
Mstep: Class 13 contains 25920 members 
Mstep: Class 14 contains 209983 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 23544 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 18939 members 
Mstep: Class 19 contains 239047 members 
Mstep: Class 20 contains 8266 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3923 members 
Mstep: Class 23 contains 8588 members 
Mstep: Class 24 contains 83795 members 
Mstep: Class 25 contains 12557 members 
Mstep: Class 26 contains 2290 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420928.000000 Penalty: 94850.351562
Iteration 192Q: 28 clusters Score -1.614209e+08 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26637 members 
Mstep: Class 3 contains 218917 members 
Mstep: Class 4 contains 10896 members 
Mstep: Class 5 contains 21035 members 
Mstep: Class 6 contains 76334 members 
Mstep: Class 7 contains 55650 members 
Mstep: Class 8 contains 24266 members 
Mstep: Class 9 contains 10590 members 
Mstep: Class 10 contains 301881 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12185 members 
Mstep: Class 13 contains 25976 members 
Mstep: Class 14 contains 210209 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 23585 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 18939 members 
Mstep: Class 19 contains 239616 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3919 members 
Mstep: Class 23 contains 8592 members 
Mstep: Class 24 contains 83773 members 
Mstep: Class 25 contains 12561 members 
Mstep: Class 26 contains 2291 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420912.000000 Penalty: 94850.351562
Iteration 193Q: 28 clusters Score -1.614209e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 3 contains 217858 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 21035 members 
Mstep: Class 6 contains 76396 members 
Mstep: Class 7 contains 55742 members 
Mstep: Class 8 contains 24260 members 
Mstep: Class 9 contains 10588 members 
Mstep: Class 10 contains 301845 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12312 members 
Mstep: Class 13 contains 26030 members 
Mstep: Class 14 contains 210428 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 23634 members 
Mstep: Class 17 contains 5964 members 
Mstep: Class 18 contains 18940 members 
Mstep: Class 19 contains 240144 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3918 members 
Mstep: Class 23 contains 8596 members 
Mstep: Class 24 contains 83752 members 
Mstep: Class 25 contains 12564 members 
Mstep: Class 26 contains 2291 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10107 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421008.000000 Penalty: 94850.351562
Iteration 194Q: 28 clusters Score -1.61421e+08 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26639 members 
Mstep: Class 3 contains 216824 members 
Mstep: Class 4 contains 10897 members 
Mstep: Class 5 contains 21029 members 
Mstep: Class 6 contains 76445 members 
Mstep: Class 7 contains 55836 members 
Mstep: Class 8 contains 24250 members 
Mstep: Class 9 contains 10592 members 
Mstep: Class 10 contains 301779 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12424 members 
Mstep: Class 13 contains 26070 members 
Mstep: Class 14 contains 210677 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 23683 members 
Mstep: Class 17 contains 5965 members 
Mstep: Class 18 contains 18947 members 
Mstep: Class 19 contains 240674 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 8603 members 
Mstep: Class 24 contains 83730 members 
Mstep: Class 25 contains 12569 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421120.000000 Penalty: 94850.351562
Iteration 195Q: 28 clusters Score -1.614211e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 3 contains 215806 members 
Mstep: Class 4 contains 10899 members 
Mstep: Class 5 contains 21027 members 
Mstep: Class 6 contains 76501 members 
Mstep: Class 7 contains 55910 members 
Mstep: Class 8 contains 24244 members 
Mstep: Class 9 contains 10597 members 
Mstep: Class 10 contains 301724 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12510 members 
Mstep: Class 13 contains 26117 members 
Mstep: Class 14 contains 210948 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 23726 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 18955 members 
Mstep: Class 19 contains 241183 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 8607 members 
Mstep: Class 24 contains 83719 members 
Mstep: Class 25 contains 12573 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420992.000000 Penalty: 94850.351562
Iteration 196Q: 28 clusters Score -1.61421e+08 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26636 members 
Mstep: Class 3 contains 214795 members 
Mstep: Class 4 contains 10899 members 
Mstep: Class 5 contains 21026 members 
Mstep: Class 6 contains 76580 members 
Mstep: Class 7 contains 55995 members 
Mstep: Class 8 contains 24238 members 
Mstep: Class 9 contains 10597 members 
Mstep: Class 10 contains 301627 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12601 members 
Mstep: Class 13 contains 26160 members 
Mstep: Class 14 contains 211223 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 23778 members 
Mstep: Class 17 contains 5964 members 
Mstep: Class 18 contains 18961 members 
Mstep: Class 19 contains 241678 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 8609 members 
Mstep: Class 24 contains 83723 members 
Mstep: Class 25 contains 12577 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420720.000000 Penalty: 94850.351562
Iteration 197Q: 28 clusters Score -1.614207e+08 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 3 contains 213913 members 
Mstep: Class 4 contains 10900 members 
Mstep: Class 5 contains 21019 members 
Mstep: Class 6 contains 76649 members 
Mstep: Class 7 contains 56073 members 
Mstep: Class 8 contains 24235 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 301501 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12687 members 
Mstep: Class 13 contains 26199 members 
Mstep: Class 14 contains 211474 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 23818 members 
Mstep: Class 17 contains 5964 members 
Mstep: Class 18 contains 18963 members 
Mstep: Class 19 contains 242165 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8612 members 
Mstep: Class 24 contains 83707 members 
Mstep: Class 25 contains 12581 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10044 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420784.000000 Penalty: 94850.351562
Iteration 198Q: 28 clusters Score -1.614208e+08 nChanged 2437
Entering ConstructFrom: 
Score: -161420784.000000 Penalty: 94850.351562
Entering ConstructFrom: 
Trying to split cluster 1 (26632 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26632 members 
Entering Unmasked Estep 
Score: -2988814.250000 Penalty: 2527.087402
	Iteration 0F: 2 clusters Score -2988814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 13356 members 
Entering Unmasked Estep 
Score: -2970250.250000 Penalty: 5054.174805
	Iteration 0F: 3 clusters Score -2970250 nChanged 12052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 13752 members 
Entering Unmasked Estep 
Score: -2976849.250000 Penalty: 5054.174805
	Iteration 1F: 3 clusters Score -2976849 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -2977387.250000 Penalty: 5054.174805
	Iteration 2F: 3 clusters Score -2977387 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2977870.250000 Penalty: 5054.174805
	Iteration 3Q: 3 clusters Score -2977870 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11964 members 
Mstep: Class 2 contains 14668 members 
Entering Unmasked Estep 
Score: -2978329.500000 Penalty: 5054.174805
	Iteration 4Q: 3 clusters Score -2978330 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 15140 members 
Entering Unmasked Estep 
Score: -2978742.000000 Penalty: 5054.174805
	Iteration 5Q: 3 clusters Score -2978742 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -2979154.750000 Penalty: 5054.174805
	Iteration 6Q: 3 clusters Score -2979155 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10233 members 
Mstep: Class 2 contains 16399 members 
Entering Unmasked Estep 
Score: -2979599.250000 Penalty: 5054.174805
	Iteration 7Q: 3 clusters Score -2979599 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9346 members 
Mstep: Class 2 contains 17286 members 
Entering Unmasked Estep 
Score: -2980129.250000 Penalty: 5054.174805
	Iteration 8Q: 3 clusters Score -2980129 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -2980734.750000 Penalty: 5054.174805
	Iteration 9Q: 3 clusters Score -2980735 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -2981409.000000 Penalty: 5054.174805
	Iteration 10Q: 3 clusters Score -2981409 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2982191.250000 Penalty: 5054.174805
	Iteration 11Q: 3 clusters Score -2982191 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 21479 members 
Entering Unmasked Estep 
Score: -2983087.750000 Penalty: 5054.174805
	Iteration 12Q: 3 clusters Score -2983088 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -2983972.250000 Penalty: 5054.174805
	Iteration 13Q: 3 clusters Score -2983972 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2984773.000000 Penalty: 5054.174805
	Iteration 14Q: 3 clusters Score -2984773 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -2985367.000000 Penalty: 5054.174805
	Iteration 15Q: 3 clusters Score -2985367 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 24339 members 
Entering Unmasked Estep 
Score: -2985740.250000 Penalty: 5054.174805
	Iteration 16Q: 3 clusters Score -2985740 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 24634 members 
Entering Unmasked Estep 
Score: -2985973.250000 Penalty: 5054.174805
	Iteration 17Q: 3 clusters Score -2985973 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -2986106.500000 Penalty: 5054.174805
	Iteration 18Q: 3 clusters Score -2986106 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 24982 members 
Entering Unmasked Estep 
Score: -2986215.000000 Penalty: 5054.174805
	Iteration 19Q: 3 clusters Score -2986215 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -2986294.750000 Penalty: 5054.174805
	Iteration 20F: 3 clusters Score -2986295 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -2986370.250000 Penalty: 5054.174805
	Iteration 21Q: 3 clusters Score -2986370 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -2986421.750000 Penalty: 5054.174805
	Iteration 22Q: 3 clusters Score -2986422 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 25383 members 
Entering Unmasked Estep 
Score: -2986460.750000 Penalty: 5054.174805
	Iteration 23Q: 3 clusters Score -2986461 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -2986493.000000 Penalty: 5054.174805
	Iteration 24Q: 3 clusters Score -2986493 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 25490 members 
Entering Unmasked Estep 
Score: -2986526.000000 Penalty: 5054.174805
	Iteration 25Q: 3 clusters Score -2986526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 25535 members 
Entering Unmasked Estep 
Score: -2986556.500000 Penalty: 5054.174805
	Iteration 26Q: 3 clusters Score -2986556 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 25571 members 
Entering Unmasked Estep 
Score: -2986586.500000 Penalty: 5054.174805
	Iteration 27Q: 3 clusters Score -2986586 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 25601 members 
Entering Unmasked Estep 
Score: -2986598.750000 Penalty: 5054.174805
	Iteration 28Q: 3 clusters Score -2986599 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 25627 members 
Entering Unmasked Estep 
Score: -2986607.500000 Penalty: 5054.174805
	Iteration 29Q: 3 clusters Score -2986608 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 25650 members 
Entering Unmasked Estep 
Score: -2986617.750000 Penalty: 5054.174805
	Iteration 30Q: 3 clusters Score -2986618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -2986620.750000 Penalty: 5054.174805
	Iteration 31Q: 3 clusters Score -2986621 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -2986633.750000 Penalty: 5054.174805
	Iteration 32Q: 3 clusters Score -2986634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 25701 members 
Entering Unmasked Estep 
Score: -2986644.000000 Penalty: 5054.174805
	Iteration 33Q: 3 clusters Score -2986644 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 25721 members 
Entering Unmasked Estep 
Score: -2986653.000000 Penalty: 5054.174805
	Iteration 34Q: 3 clusters Score -2986653 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 25732 members 
Entering Unmasked Estep 
Score: -2986660.750000 Penalty: 5054.174805
	Iteration 35Q: 3 clusters Score -2986661 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -2986664.250000 Penalty: 5054.174805
	Iteration 36Q: 3 clusters Score -2986664 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 25749 members 
Entering Unmasked Estep 
Score: -2986674.750000 Penalty: 5054.174805
	Iteration 37Q: 3 clusters Score -2986675 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 25758 members 
Entering Unmasked Estep 
Score: -2986678.250000 Penalty: 5054.174805
	Iteration 38Q: 3 clusters Score -2986678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -2986676.500000 Penalty: 5054.174805
	Iteration 39Q: 3 clusters Score -2986676 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -2986679.000000 Penalty: 5054.174805
	Iteration 40F: 3 clusters Score -2986679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 25769 members 
Entering Unmasked Estep 
Score: -2986682.250000 Penalty: 5054.174805
	Iteration 41Q: 3 clusters Score -2986682 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2986683.750000 Penalty: 5054.174805
	Iteration 42Q: 3 clusters Score -2986684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 25773 members 
Entering Unmasked Estep 
Score: -2986683.750000 Penalty: 5054.174805
	Iteration 43F: 3 clusters Score -2986684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (213032 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213032 members 
Entering Unmasked Estep 
Score: -25082624.000000 Penalty: 3042.760986
	Iteration 0F: 2 clusters Score -2.508262e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106631 members 
Mstep: Class 2 contains 106401 members 
Entering Unmasked Estep 
Score: -24946804.000000 Penalty: 6085.521973
	Iteration 0F: 3 clusters Score -2.49468e+07 nChanged 102920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105245 members 
Mstep: Class 2 contains 107787 members 
Entering Unmasked Estep 
Score: -25008134.000000 Penalty: 6085.521973
	Iteration 1F: 3 clusters Score -2.500813e+07 nChanged 8666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103665 members 
Mstep: Class 2 contains 109367 members 
Entering Unmasked Estep 
Score: -25011842.000000 Penalty: 6085.521973
	Iteration 2Q: 3 clusters Score -2.501184e+07 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100958 members 
Mstep: Class 2 contains 112074 members 
Entering Unmasked Estep 
Score: -25018824.000000 Penalty: 6085.521973
	Iteration 3F: 3 clusters Score -2.501882e+07 nChanged 14188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96498 members 
Mstep: Class 2 contains 116534 members 
Entering Unmasked Estep 
Score: -25028752.000000 Penalty: 6085.521973
	Iteration 4F: 3 clusters Score -2.502875e+07 nChanged 16713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90237 members 
Mstep: Class 2 contains 122795 members 
Entering Unmasked Estep 
Score: -25042564.000000 Penalty: 6085.521973
	Iteration 5F: 3 clusters Score -2.504256e+07 nChanged 17101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83340 members 
Mstep: Class 2 contains 129692 members 
Entering Unmasked Estep 
Score: -25058194.000000 Penalty: 6085.521973
	Iteration 6F: 3 clusters Score -2.505819e+07 nChanged 14072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77862 members 
Mstep: Class 2 contains 135170 members 
Entering Unmasked Estep 
Score: -25068886.000000 Penalty: 6085.521973
	Iteration 7F: 3 clusters Score -2.506889e+07 nChanged 8851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74515 members 
Mstep: Class 2 contains 138517 members 
Entering Unmasked Estep 
Score: -25073260.000000 Penalty: 6085.521973
	Iteration 8Q: 3 clusters Score -2.507326e+07 nChanged 4623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72142 members 
Mstep: Class 2 contains 140890 members 
Entering Unmasked Estep 
Score: -25074790.000000 Penalty: 6085.521973
	Iteration 9Q: 3 clusters Score -2.507479e+07 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70188 members 
Mstep: Class 2 contains 142844 members 
Entering Unmasked Estep 
Score: -25075784.000000 Penalty: 6085.521973
	Iteration 10Q: 3 clusters Score -2.507578e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68343 members 
Mstep: Class 2 contains 144689 members 
Entering Unmasked Estep 
Score: -25076446.000000 Penalty: 6085.521973
	Iteration 11Q: 3 clusters Score -2.507645e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66585 members 
Mstep: Class 2 contains 146447 members 
Entering Unmasked Estep 
Score: -25077006.000000 Penalty: 6085.521973
	Iteration 12Q: 3 clusters Score -2.507701e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64984 members 
Mstep: Class 2 contains 148048 members 
Entering Unmasked Estep 
Score: -25077660.000000 Penalty: 6085.521973
	Iteration 13Q: 3 clusters Score -2.507766e+07 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63177 members 
Mstep: Class 2 contains 149855 members 
Entering Unmasked Estep 
Score: -25077904.000000 Penalty: 6085.521973
	Iteration 14Q: 3 clusters Score -2.50779e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61109 members 
Mstep: Class 2 contains 151923 members 
Entering Unmasked Estep 
Score: -25078212.000000 Penalty: 6085.521973
	Iteration 15Q: 3 clusters Score -2.507821e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58487 members 
Mstep: Class 2 contains 154545 members 
Entering Unmasked Estep 
Score: -25078484.000000 Penalty: 6085.521973
	Iteration 16Q: 3 clusters Score -2.507848e+07 nChanged 3133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55354 members 
Mstep: Class 2 contains 157678 members 
Entering Unmasked Estep 
Score: -25078956.000000 Penalty: 6085.521973
	Iteration 17Q: 3 clusters Score -2.507896e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51576 members 
Mstep: Class 2 contains 161456 members 
Entering Unmasked Estep 
Score: -25079188.000000 Penalty: 6085.521973
	Iteration 18Q: 3 clusters Score -2.507919e+07 nChanged 4401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47175 members 
Mstep: Class 2 contains 165857 members 
Entering Unmasked Estep 
Score: -25079332.000000 Penalty: 6085.521973
	Iteration 19Q: 3 clusters Score -2.507933e+07 nChanged 4874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42301 members 
Mstep: Class 2 contains 170731 members 
Entering Unmasked Estep 
Score: -25079888.000000 Penalty: 6085.521973
	Iteration 20F: 3 clusters Score -2.507989e+07 nChanged 5177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37124 members 
Mstep: Class 2 contains 175908 members 
Entering Unmasked Estep 
Score: -25080098.000000 Penalty: 6085.521973
	Iteration 21Q: 3 clusters Score -2.50801e+07 nChanged 5375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31749 members 
Mstep: Class 2 contains 181283 members 
Entering Unmasked Estep 
Score: -25080114.000000 Penalty: 6085.521973
	Iteration 22Q: 3 clusters Score -2.508011e+07 nChanged 5333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 2 contains 186616 members 
Entering Unmasked Estep 
Score: -25080034.000000 Penalty: 6085.521973
	Iteration 23Q: 3 clusters Score -2.508003e+07 nChanged 5152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 191768 members 
Entering Unmasked Estep 
Score: -25080244.000000 Penalty: 6085.521973
	Iteration 24Q: 3 clusters Score -2.508024e+07 nChanged 4563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 196331 members 
Entering Unmasked Estep 
Score: -25080808.000000 Penalty: 6085.521973
	Iteration 25Q: 3 clusters Score -2.508081e+07 nChanged 3773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 200104 members 
Entering Unmasked Estep 
Score: -25080700.000000 Penalty: 6085.521973
	Iteration 26Q: 3 clusters Score -2.50807e+07 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 203181 members 
Entering Unmasked Estep 
Score: -25080992.000000 Penalty: 6085.521973
	Iteration 27Q: 3 clusters Score -2.508099e+07 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 205534 members 
Entering Unmasked Estep 
Score: -25080982.000000 Penalty: 6085.521973
	Iteration 28Q: 3 clusters Score -2.508098e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 207396 members 
Entering Unmasked Estep 
Score: -25080924.000000 Penalty: 6085.521973
	Iteration 29Q: 3 clusters Score -2.508092e+07 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 208660 members 
Entering Unmasked Estep 
Score: -25080894.000000 Penalty: 6085.521973
	Iteration 30Q: 3 clusters Score -2.508089e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 209485 members 
Entering Unmasked Estep 
Score: -25080888.000000 Penalty: 6085.521973
	Iteration 31Q: 3 clusters Score -2.508089e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 209970 members 
Entering Unmasked Estep 
Score: -25080832.000000 Penalty: 6085.521973
	Iteration 32Q: 3 clusters Score -2.508083e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 210253 members 
Entering Unmasked Estep 
Score: -25080776.000000 Penalty: 6085.521973
	Iteration 33Q: 3 clusters Score -2.508078e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 210407 members 
Entering Unmasked Estep 
Score: -25080694.000000 Penalty: 6085.521973
	Iteration 34Q: 3 clusters Score -2.508069e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 210509 members 
Entering Unmasked Estep 
Score: -25080738.000000 Penalty: 6085.521973
	Iteration 35Q: 3 clusters Score -2.508074e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 210575 members 
Entering Unmasked Estep 
Score: -25080752.000000 Penalty: 6085.521973
	Iteration 36Q: 3 clusters Score -2.508075e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 210618 members 
Entering Unmasked Estep 
Score: -25080742.000000 Penalty: 6085.521973
	Iteration 37Q: 3 clusters Score -2.508074e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 210637 members 
Entering Unmasked Estep 
Score: -25080726.000000 Penalty: 6085.521973
	Iteration 38Q: 3 clusters Score -2.508073e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 210654 members 
Entering Unmasked Estep 
Score: -25080718.000000 Penalty: 6085.521973
	Iteration 39Q: 3 clusters Score -2.508072e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 210660 members 
Entering Unmasked Estep 
Score: -25080910.000000 Penalty: 6085.521973
	Iteration 40F: 3 clusters Score -2.508091e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 211140 members 
Entering Unmasked Estep 
Score: -25080828.000000 Penalty: 6085.521973
	Iteration 41Q: 3 clusters Score -2.508083e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 211474 members 
Entering Unmasked Estep 
Score: -25080742.000000 Penalty: 6085.521973
	Iteration 42Q: 3 clusters Score -2.508074e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 211703 members 
Entering Unmasked Estep 
Score: -25080720.000000 Penalty: 6085.521973
	Iteration 43Q: 3 clusters Score -2.508072e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 211847 members 
Entering Unmasked Estep 
Score: -25080714.000000 Penalty: 6085.521973
	Iteration 44Q: 3 clusters Score -2.508071e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 211945 members 
Entering Unmasked Estep 
Score: -25080740.000000 Penalty: 6085.521973
	Iteration 45Q: 3 clusters Score -2.508074e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 212025 members 
Entering Unmasked Estep 
Score: -25080728.000000 Penalty: 6085.521973
	Iteration 46Q: 3 clusters Score -2.508073e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 212088 members 
Entering Unmasked Estep 
Score: -25080722.000000 Penalty: 6085.521973
	Iteration 47Q: 3 clusters Score -2.508072e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 212142 members 
Entering Unmasked Estep 
Score: -25080704.000000 Penalty: 6085.521973
	Iteration 48Q: 3 clusters Score -2.50807e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 212173 members 
Entering Unmasked Estep 
Score: -25080722.000000 Penalty: 6085.521973
	Iteration 49Q: 3 clusters Score -2.508072e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 212197 members 
Entering Unmasked Estep 
Score: -25080686.000000 Penalty: 6085.521973
	Iteration 50Q: 3 clusters Score -2.508069e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 212215 members 
Entering Unmasked Estep 
Score: -25080660.000000 Penalty: 6085.521973
	Iteration 51Q: 3 clusters Score -2.508066e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 212232 members 
Entering Unmasked Estep 
Score: -25080664.000000 Penalty: 6085.521973
	Iteration 52Q: 3 clusters Score -2.508066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 212247 members 
Entering Unmasked Estep 
Score: -25080660.000000 Penalty: 6085.521973
	Iteration 53Q: 3 clusters Score -2.508066e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 212260 members 
Entering Unmasked Estep 
Score: -25080654.000000 Penalty: 6085.521973
	Iteration 54Q: 3 clusters Score -2.508065e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 212270 members 
Entering Unmasked Estep 
Score: -25080670.000000 Penalty: 6085.521973
	Iteration 55Q: 3 clusters Score -2.508067e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 212279 members 
Entering Unmasked Estep 
Score: -25080658.000000 Penalty: 6085.521973
	Iteration 56Q: 3 clusters Score -2.508066e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 212291 members 
Entering Unmasked Estep 
Score: -25080656.000000 Penalty: 6085.521973
	Iteration 57Q: 3 clusters Score -2.508066e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 212295 members 
Entering Unmasked Estep 
Score: -25080668.000000 Penalty: 6085.521973
	Iteration 58Q: 3 clusters Score -2.508067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 212297 members 
Entering Unmasked Estep 
Score: -25080666.000000 Penalty: 6085.521973
	Iteration 59Q: 3 clusters Score -2.508067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 212299 members 
Entering Unmasked Estep 
Score: -25080668.000000 Penalty: 6085.521973
	Iteration 60F: 3 clusters Score -2.508067e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 212299 members 
Entering Unmasked Estep 
Score: -25080650.000000 Penalty: 6085.521973
	Iteration 61Q: 3 clusters Score -2.508065e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 212300 members 
Entering Unmasked Estep 
Score: -25080664.000000 Penalty: 6085.521973
	Iteration 62Q: 3 clusters Score -2.508066e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 212301 members 
Entering Unmasked Estep 
Score: -25080666.000000 Penalty: 6085.521973
	Iteration 63Q: 3 clusters Score -2.508067e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 212302 members 
Entering Unmasked Estep 
Score: -25080664.000000 Penalty: 6085.521973
	Iteration 64Q: 3 clusters Score -2.508066e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 212304 members 
Entering Unmasked Estep 
Score: -25080680.000000 Penalty: 6085.521973
	Iteration 65Q: 3 clusters Score -2.508068e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 212304 members 
Entering Unmasked Estep 
Score: -25080680.000000 Penalty: 6085.521973
	Iteration 66F: 3 clusters Score -2.508068e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10902 members 
Entering Unmasked Estep 
Score: -1212210.250000 Penalty: 2305.582031
	Iteration 0F: 2 clusters Score -1212210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1204096.375000 Penalty: 4611.164062
	Iteration 0F: 3 clusters Score -1204096 nChanged 4573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1206715.250000 Penalty: 4611.164062
	Iteration 1F: 3 clusters Score -1206715 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -1207273.625000 Penalty: 4611.164062
	Iteration 2F: 3 clusters Score -1207274 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1207752.750000 Penalty: 4611.164062
	Iteration 3F: 3 clusters Score -1207753 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -1208204.000000 Penalty: 4611.164062
	Iteration 4F: 3 clusters Score -1208204 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -1208638.250000 Penalty: 4611.164062
	Iteration 5F: 3 clusters Score -1208638 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7186 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1209062.000000 Penalty: 4611.164062
	Iteration 6F: 3 clusters Score -1209062 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7563 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -1209478.625000 Penalty: 4611.164062
	Iteration 7F: 3 clusters Score -1209479 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1209784.625000 Penalty: 4611.164062
	Iteration 8Q: 3 clusters Score -1209785 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1209987.750000 Penalty: 4611.164062
	Iteration 9Q: 3 clusters Score -1209988 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -1210155.750000 Penalty: 4611.164062
	Iteration 10Q: 3 clusters Score -1210156 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8546 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -1210297.125000 Penalty: 4611.164062
	Iteration 11Q: 3 clusters Score -1210297 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -1210426.750000 Penalty: 4611.164062
	Iteration 12Q: 3 clusters Score -1210427 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1210521.750000 Penalty: 4611.164062
	Iteration 13Q: 3 clusters Score -1210522 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1210584.375000 Penalty: 4611.164062
	Iteration 14Q: 3 clusters Score -1210584 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1210626.000000 Penalty: 4611.164062
	Iteration 15Q: 3 clusters Score -1210626 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1210663.625000 Penalty: 4611.164062
	Iteration 16Q: 3 clusters Score -1210664 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9228 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -1210693.250000 Penalty: 4611.164062
	Iteration 17Q: 3 clusters Score -1210693 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -1210716.750000 Penalty: 4611.164062
	Iteration 18Q: 3 clusters Score -1210717 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -1210727.500000 Penalty: 4611.164062
	Iteration 19Q: 3 clusters Score -1210728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9343 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -1210749.750000 Penalty: 4611.164062
	Iteration 20F: 3 clusters Score -1210750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1210759.000000 Penalty: 4611.164062
	Iteration 21Q: 3 clusters Score -1210759 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1210765.625000 Penalty: 4611.164062
	Iteration 22Q: 3 clusters Score -1210766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -1210771.375000 Penalty: 4611.164062
	Iteration 23Q: 3 clusters Score -1210771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9411 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1210771.500000 Penalty: 4611.164062
	Iteration 24Q: 3 clusters Score -1210772 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -1210773.625000 Penalty: 4611.164062
	Iteration 25Q: 3 clusters Score -1210774 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -1210778.750000 Penalty: 4611.164062
	Iteration 26Q: 3 clusters Score -1210779 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1210777.750000 Penalty: 4611.164062
	Iteration 27Q: 3 clusters Score -1210778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -1210780.500000 Penalty: 4611.164062
	Iteration 28Q: 3 clusters Score -1210780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -1210782.250000 Penalty: 4611.164062
	Iteration 29Q: 3 clusters Score -1210782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -1210788.375000 Penalty: 4611.164062
	Iteration 30Q: 3 clusters Score -1210788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9456 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -1210785.125000 Penalty: 4611.164062
	Iteration 31Q: 3 clusters Score -1210785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9460 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1210785.750000 Penalty: 4611.164062
	Iteration 32Q: 3 clusters Score -1210786 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -1210788.125000 Penalty: 4611.164062
	Iteration 33Q: 3 clusters Score -1210788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -1210792.875000 Penalty: 4611.164062
	Iteration 34Q: 3 clusters Score -1210793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1210794.125000 Penalty: 4611.164062
	Iteration 35Q: 3 clusters Score -1210794 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -1210793.375000 Penalty: 4611.164062
	Iteration 36Q: 3 clusters Score -1210793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1210792.500000 Penalty: 4611.164062
	Iteration 37Q: 3 clusters Score -1210792 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 1428 members 
Entering Unmasked Estep 
Score: -1210792.500000 Penalty: 4611.164062
	Iteration 38F: 3 clusters Score -1210792 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21006 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Entering Unmasked Estep 
Score: -2302672.250000 Penalty: 2468.235596
	Iteration 0F: 2 clusters Score -2302672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10551 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2287899.500000 Penalty: 4936.471191
	Iteration 0F: 3 clusters Score -2287900 nChanged 9350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10813 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2293277.000000 Penalty: 4936.471191
	Iteration 1F: 3 clusters Score -2293277 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10940 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -2293779.000000 Penalty: 4936.471191
	Iteration 2F: 3 clusters Score -2293779 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -2294174.000000 Penalty: 4936.471191
	Iteration 3Q: 3 clusters Score -2294174 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2294575.500000 Penalty: 4936.471191
	Iteration 4Q: 3 clusters Score -2294576 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 9647 members 
Entering Unmasked Estep 
Score: -2294924.750000 Penalty: 4936.471191
	Iteration 5Q: 3 clusters Score -2294925 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 9426 members 
Entering Unmasked Estep 
Score: -2295294.500000 Penalty: 4936.471191
	Iteration 6Q: 3 clusters Score -2295294 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11864 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -2295621.000000 Penalty: 4936.471191
	Iteration 7Q: 3 clusters Score -2295621 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12191 members 
Mstep: Class 2 contains 8815 members 
Entering Unmasked Estep 
Score: -2295953.500000 Penalty: 4936.471191
	Iteration 8Q: 3 clusters Score -2295954 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -2296336.000000 Penalty: 4936.471191
	Iteration 9Q: 3 clusters Score -2296336 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -2296728.750000 Penalty: 4936.471191
	Iteration 10Q: 3 clusters Score -2296729 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13346 members 
Mstep: Class 2 contains 7660 members 
Entering Unmasked Estep 
Score: -2297116.750000 Penalty: 4936.471191
	Iteration 11Q: 3 clusters Score -2297117 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13812 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -2297532.000000 Penalty: 4936.471191
	Iteration 12Q: 3 clusters Score -2297532 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -2297882.500000 Penalty: 4936.471191
	Iteration 13Q: 3 clusters Score -2297882 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14695 members 
Mstep: Class 2 contains 6311 members 
Entering Unmasked Estep 
Score: -2298210.000000 Penalty: 4936.471191
	Iteration 14Q: 3 clusters Score -2298210 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15094 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -2298491.500000 Penalty: 4936.471191
	Iteration 15Q: 3 clusters Score -2298492 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -2298715.250000 Penalty: 4936.471191
	Iteration 16Q: 3 clusters Score -2298715 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 5208 members 
Entering Unmasked Estep 
Score: -2298956.000000 Penalty: 4936.471191
	Iteration 17Q: 3 clusters Score -2298956 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -2299192.500000 Penalty: 4936.471191
	Iteration 18Q: 3 clusters Score -2299192 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 4522 members 
Entering Unmasked Estep 
Score: -2299403.750000 Penalty: 4936.471191
	Iteration 19Q: 3 clusters Score -2299404 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -2299611.500000 Penalty: 4936.471191
	Iteration 20F: 3 clusters Score -2299612 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -2299797.500000 Penalty: 4936.471191
	Iteration 21Q: 3 clusters Score -2299798 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 3607 members 
Entering Unmasked Estep 
Score: -2299981.250000 Penalty: 4936.471191
	Iteration 22Q: 3 clusters Score -2299981 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17667 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -2300149.500000 Penalty: 4936.471191
	Iteration 23Q: 3 clusters Score -2300150 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -2300252.750000 Penalty: 4936.471191
	Iteration 24Q: 3 clusters Score -2300253 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18080 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -2300358.250000 Penalty: 4936.471191
	Iteration 25Q: 3 clusters Score -2300358 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -2300453.250000 Penalty: 4936.471191
	Iteration 26Q: 3 clusters Score -2300453 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18414 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -2300528.750000 Penalty: 4936.471191
	Iteration 27Q: 3 clusters Score -2300529 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18547 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -2300582.250000 Penalty: 4936.471191
	Iteration 28Q: 3 clusters Score -2300582 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -2300616.750000 Penalty: 4936.471191
	Iteration 29Q: 3 clusters Score -2300617 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -2300664.000000 Penalty: 4936.471191
	Iteration 30Q: 3 clusters Score -2300664 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -2300699.250000 Penalty: 4936.471191
	Iteration 31Q: 3 clusters Score -2300699 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -2300726.500000 Penalty: 4936.471191
	Iteration 32Q: 3 clusters Score -2300726 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -2300758.000000 Penalty: 4936.471191
	Iteration 33Q: 3 clusters Score -2300758 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -2300779.250000 Penalty: 4936.471191
	Iteration 34Q: 3 clusters Score -2300779 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19046 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -2300802.500000 Penalty: 4936.471191
	Iteration 35Q: 3 clusters Score -2300802 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -2300823.750000 Penalty: 4936.471191
	Iteration 36Q: 3 clusters Score -2300824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -2300842.000000 Penalty: 4936.471191
	Iteration 37Q: 3 clusters Score -2300842 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -2300854.000000 Penalty: 4936.471191
	Iteration 38Q: 3 clusters Score -2300854 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2300864.250000 Penalty: 4936.471191
	Iteration 39Q: 3 clusters Score -2300864 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2300864.750000 Penalty: 4936.471191
	Iteration 40F: 3 clusters Score -2300865 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -2300874.750000 Penalty: 4936.471191
	Iteration 41Q: 3 clusters Score -2300875 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -2300878.750000 Penalty: 4936.471191
	Iteration 42Q: 3 clusters Score -2300879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -2300889.500000 Penalty: 4936.471191
	Iteration 43Q: 3 clusters Score -2300890 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2300898.750000 Penalty: 4936.471191
	Iteration 44Q: 3 clusters Score -2300899 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -2300898.250000 Penalty: 4936.471191
	Iteration 45Q: 3 clusters Score -2300898 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19333 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2300896.750000 Penalty: 4936.471191
	Iteration 46Q: 3 clusters Score -2300897 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -2300895.750000 Penalty: 4936.471191
	Iteration 47Q: 3 clusters Score -2300896 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -2300898.250000 Penalty: 4936.471191
	Iteration 48Q: 3 clusters Score -2300898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -2300898.000000 Penalty: 4936.471191
	Iteration 49Q: 3 clusters Score -2300898 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -2300900.250000 Penalty: 4936.471191
	Iteration 50Q: 3 clusters Score -2300900 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2300902.000000 Penalty: 4936.471191
	Iteration 51Q: 3 clusters Score -2300902 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -2300907.000000 Penalty: 4936.471191
	Iteration 52Q: 3 clusters Score -2300907 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -2300904.250000 Penalty: 4936.471191
	Iteration 53Q: 3 clusters Score -2300904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2300911.250000 Penalty: 4936.471191
	Iteration 54Q: 3 clusters Score -2300911 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -2300912.000000 Penalty: 4936.471191
	Iteration 55Q: 3 clusters Score -2300912 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -2300914.500000 Penalty: 4936.471191
	Iteration 56Q: 3 clusters Score -2300914 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -2300916.000000 Penalty: 4936.471191
	Iteration 57Q: 3 clusters Score -2300916 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -2300917.750000 Penalty: 4936.471191
	Iteration 58Q: 3 clusters Score -2300918 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -2300915.750000 Penalty: 4936.471191
	Iteration 59Q: 3 clusters Score -2300916 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19418 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -2300917.750000 Penalty: 4936.471191
	Iteration 60F: 3 clusters Score -2300918 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (76690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76690 members 
Entering Unmasked Estep 
Score: -9087299.000000 Penalty: 2789.386475
	Iteration 0F: 2 clusters Score -9087299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38645 members 
Mstep: Class 2 contains 38045 members 
Entering Unmasked Estep 
Score: -9036062.000000 Penalty: 5578.772949
	Iteration 0F: 3 clusters Score -9036062 nChanged 36051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -9056637.000000 Penalty: 5578.772949
	Iteration 1F: 3 clusters Score -9056637 nChanged 3151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43935 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -9057801.000000 Penalty: 5578.772949
	Iteration 2Q: 3 clusters Score -9057801 nChanged 3702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 29789 members 
Entering Unmasked Estep 
Score: -9059356.000000 Penalty: 5578.772949
	Iteration 3Q: 3 clusters Score -9059356 nChanged 4519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51002 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -9062030.000000 Penalty: 5578.772949
	Iteration 4F: 3 clusters Score -9062030 nChanged 5644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56436 members 
Mstep: Class 2 contains 20254 members 
Entering Unmasked Estep 
Score: -9066214.000000 Penalty: 5578.772949
	Iteration 5F: 3 clusters Score -9066214 nChanged 6339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62707 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -9071785.000000 Penalty: 5578.772949
	Iteration 6F: 3 clusters Score -9071785 nChanged 5966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68647 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -9077513.000000 Penalty: 5578.772949
	Iteration 7F: 3 clusters Score -9077513 nChanged 4150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72793 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -9081510.000000 Penalty: 5578.772949
	Iteration 8F: 3 clusters Score -9081510 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74968 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -9083477.000000 Penalty: 5578.772949
	Iteration 9Q: 3 clusters Score -9083477 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75834 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9084273.000000 Penalty: 5578.772949
	Iteration 10Q: 3 clusters Score -9084273 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76158 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9084587.000000 Penalty: 5578.772949
	Iteration 11Q: 3 clusters Score -9084587 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76259 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -9084702.000000 Penalty: 5578.772949
	Iteration 12Q: 3 clusters Score -9084702 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76303 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -9084763.000000 Penalty: 5578.772949
	Iteration 13Q: 3 clusters Score -9084763 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76322 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -9084790.000000 Penalty: 5578.772949
	Iteration 14Q: 3 clusters Score -9084790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76331 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -9084820.000000 Penalty: 5578.772949
	Iteration 15Q: 3 clusters Score -9084820 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76340 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9084832.000000 Penalty: 5578.772949
	Iteration 16Q: 3 clusters Score -9084832 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76348 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -9084839.000000 Penalty: 5578.772949
	Iteration 17Q: 3 clusters Score -9084839 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76351 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9084850.000000 Penalty: 5578.772949
	Iteration 18Q: 3 clusters Score -9084850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76352 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -9084852.000000 Penalty: 5578.772949
	Iteration 19Q: 3 clusters Score -9084852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76353 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -9084854.000000 Penalty: 5578.772949
	Iteration 20F: 3 clusters Score -9084854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (56151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Entering Unmasked Estep 
Score: -6717240.000000 Penalty: 2712.078369
	Iteration 0F: 2 clusters Score -6717240 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -6679465.000000 Penalty: 5424.156738
	Iteration 0F: 3 clusters Score -6679465 nChanged 26170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29202 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -6694118.000000 Penalty: 5424.156738
	Iteration 1F: 3 clusters Score -6694118 nChanged 2403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29833 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -6694967.500000 Penalty: 5424.156738
	Iteration 2Q: 3 clusters Score -6694968 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30847 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -6696075.000000 Penalty: 5424.156738
	Iteration 3Q: 3 clusters Score -6696075 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -6697607.000000 Penalty: 5424.156738
	Iteration 4F: 3 clusters Score -6697607 nChanged 3635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34519 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -6699917.500000 Penalty: 5424.156738
	Iteration 5F: 3 clusters Score -6699918 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37389 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -6703146.000000 Penalty: 5424.156738
	Iteration 6F: 3 clusters Score -6703146 nChanged 4257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -6706810.500000 Penalty: 5424.156738
	Iteration 7F: 3 clusters Score -6706810 nChanged 3584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43048 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -6710057.000000 Penalty: 5424.156738
	Iteration 8F: 3 clusters Score -6710057 nChanged 2489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44799 members 
Mstep: Class 2 contains 11352 members 
Entering Unmasked Estep 
Score: -6711904.000000 Penalty: 5424.156738
	Iteration 9Q: 3 clusters Score -6711904 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45935 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -6712759.500000 Penalty: 5424.156738
	Iteration 10Q: 3 clusters Score -6712760 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46749 members 
Mstep: Class 2 contains 9402 members 
Entering Unmasked Estep 
Score: -6713206.000000 Penalty: 5424.156738
	Iteration 11Q: 3 clusters Score -6713206 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47447 members 
Mstep: Class 2 contains 8704 members 
Entering Unmasked Estep 
Score: -6713492.000000 Penalty: 5424.156738
	Iteration 12Q: 3 clusters Score -6713492 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48018 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -6713713.500000 Penalty: 5424.156738
	Iteration 13Q: 3 clusters Score -6713714 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48552 members 
Mstep: Class 2 contains 7599 members 
Entering Unmasked Estep 
Score: -6713900.500000 Penalty: 5424.156738
	Iteration 14Q: 3 clusters Score -6713900 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49050 members 
Mstep: Class 2 contains 7101 members 
Entering Unmasked Estep 
Score: -6714024.500000 Penalty: 5424.156738
	Iteration 15Q: 3 clusters Score -6714024 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49530 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -6714195.000000 Penalty: 5424.156738
	Iteration 16Q: 3 clusters Score -6714195 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49979 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -6714358.500000 Penalty: 5424.156738
	Iteration 17Q: 3 clusters Score -6714358 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50397 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -6714503.000000 Penalty: 5424.156738
	Iteration 18Q: 3 clusters Score -6714503 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50750 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -6714609.500000 Penalty: 5424.156738
	Iteration 19Q: 3 clusters Score -6714610 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51044 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -6714679.500000 Penalty: 5424.156738
	Iteration 20F: 3 clusters Score -6714680 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51303 members 
Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
Score: -6714735.000000 Penalty: 5424.156738
	Iteration 21Q: 3 clusters Score -6714735 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51552 members 
Mstep: Class 2 contains 4599 members 
Entering Unmasked Estep 
Score: -6714806.500000 Penalty: 5424.156738
	Iteration 22Q: 3 clusters Score -6714806 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51757 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -6714862.000000 Penalty: 5424.156738
	Iteration 23Q: 3 clusters Score -6714862 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51957 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -6714917.000000 Penalty: 5424.156738
	Iteration 24Q: 3 clusters Score -6714917 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52142 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -6714977.500000 Penalty: 5424.156738
	Iteration 25Q: 3 clusters Score -6714978 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52316 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -6715011.000000 Penalty: 5424.156738
	Iteration 26Q: 3 clusters Score -6715011 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52466 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -6715051.000000 Penalty: 5424.156738
	Iteration 27Q: 3 clusters Score -6715051 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52584 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -6715075.000000 Penalty: 5424.156738
	Iteration 28Q: 3 clusters Score -6715075 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52677 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -6715101.500000 Penalty: 5424.156738
	Iteration 29Q: 3 clusters Score -6715102 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52768 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -6715116.500000 Penalty: 5424.156738
	Iteration 30Q: 3 clusters Score -6715116 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -6715169.500000 Penalty: 5424.156738
	Iteration 31Q: 3 clusters Score -6715170 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52930 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -6715196.000000 Penalty: 5424.156738
	Iteration 32Q: 3 clusters Score -6715196 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52983 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -6715211.500000 Penalty: 5424.156738
	Iteration 33Q: 3 clusters Score -6715212 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53030 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -6715202.000000 Penalty: 5424.156738
	Iteration 34Q: 3 clusters Score -6715202 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -6715215.500000 Penalty: 5424.156738
	Iteration 35Q: 3 clusters Score -6715216 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53122 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -6715238.500000 Penalty: 5424.156738
	Iteration 36Q: 3 clusters Score -6715238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53165 members 
Mstep: Class 2 contains 2986 members 
Entering Unmasked Estep 
Score: -6715232.000000 Penalty: 5424.156738
	Iteration 37Q: 3 clusters Score -6715232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -6715243.500000 Penalty: 5424.156738
	Iteration 38Q: 3 clusters Score -6715244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53230 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -6715244.000000 Penalty: 5424.156738
	Iteration 39Q: 3 clusters Score -6715244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53252 members 
Mstep: Class 2 contains 2899 members 
Entering Unmasked Estep 
Score: -6715234.000000 Penalty: 5424.156738
	Iteration 40F: 3 clusters Score -6715234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53270 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -6715249.500000 Penalty: 5424.156738
	Iteration 41Q: 3 clusters Score -6715250 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -6715261.500000 Penalty: 5424.156738
	Iteration 42Q: 3 clusters Score -6715262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53304 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -6715265.000000 Penalty: 5424.156738
	Iteration 43Q: 3 clusters Score -6715265 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53325 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -6715275.500000 Penalty: 5424.156738
	Iteration 44Q: 3 clusters Score -6715276 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -6715287.500000 Penalty: 5424.156738
	Iteration 45Q: 3 clusters Score -6715288 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -6715283.000000 Penalty: 5424.156738
	Iteration 46Q: 3 clusters Score -6715283 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53411 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -6715285.500000 Penalty: 5424.156738
	Iteration 47Q: 3 clusters Score -6715286 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53445 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -6715298.500000 Penalty: 5424.156738
	Iteration 48Q: 3 clusters Score -6715298 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6715305.000000 Penalty: 5424.156738
	Iteration 49Q: 3 clusters Score -6715305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53511 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6715299.500000 Penalty: 5424.156738
	Iteration 50Q: 3 clusters Score -6715300 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53535 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6715318.000000 Penalty: 5424.156738
	Iteration 51Q: 3 clusters Score -6715318 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53565 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -6715323.000000 Penalty: 5424.156738
	Iteration 52Q: 3 clusters Score -6715323 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -6715323.000000 Penalty: 5424.156738
	Iteration 53Q: 3 clusters Score -6715323 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -6715325.000000 Penalty: 5424.156738
	Iteration 54Q: 3 clusters Score -6715325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53624 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -6715322.500000 Penalty: 5424.156738
	Iteration 55Q: 3 clusters Score -6715322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53635 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -6715313.500000 Penalty: 5424.156738
	Iteration 56Q: 3 clusters Score -6715314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6715321.500000 Penalty: 5424.156738
	Iteration 57Q: 3 clusters Score -6715322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53663 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -6715335.000000 Penalty: 5424.156738
	Iteration 58Q: 3 clusters Score -6715335 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53674 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -6715345.500000 Penalty: 5424.156738
	Iteration 59Q: 3 clusters Score -6715346 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53690 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -6715341.500000 Penalty: 5424.156738
	Iteration 60F: 3 clusters Score -6715342 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53705 members 
Mstep: Class 2 contains 2446 members 
Entering Unmasked Estep 
Score: -6715344.000000 Penalty: 5424.156738
	Iteration 61Q: 3 clusters Score -6715344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -6715349.000000 Penalty: 5424.156738
	Iteration 62Q: 3 clusters Score -6715349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53723 members 
Mstep: Class 2 contains 2428 members 
Entering Unmasked Estep 
Score: -6715351.500000 Penalty: 5424.156738
	Iteration 63Q: 3 clusters Score -6715352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53729 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -6715356.000000 Penalty: 5424.156738
	Iteration 64Q: 3 clusters Score -6715356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53733 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -6715352.000000 Penalty: 5424.156738
	Iteration 65Q: 3 clusters Score -6715352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53737 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -6715350.500000 Penalty: 5424.156738
	Iteration 66Q: 3 clusters Score -6715350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53740 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -6715353.000000 Penalty: 5424.156738
	Iteration 67Q: 3 clusters Score -6715353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53744 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -6715359.500000 Penalty: 5424.156738
	Iteration 68Q: 3 clusters Score -6715360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 2402 members 
Entering Unmasked Estep 
Score: -6715366.500000 Penalty: 5424.156738
	Iteration 69Q: 3 clusters Score -6715366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53754 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -6715366.500000 Penalty: 5424.156738
	Iteration 70Q: 3 clusters Score -6715366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53758 members 
Mstep: Class 2 contains 2393 members 
Entering Unmasked Estep 
Score: -6715366.000000 Penalty: 5424.156738
	Iteration 71Q: 3 clusters Score -6715366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53767 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -6715374.000000 Penalty: 5424.156738
	Iteration 72Q: 3 clusters Score -6715374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53773 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -6715379.000000 Penalty: 5424.156738
	Iteration 73Q: 3 clusters Score -6715379 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -6715374.500000 Penalty: 5424.156738
	Iteration 74Q: 3 clusters Score -6715374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -6715367.000000 Penalty: 5424.156738
	Iteration 75Q: 3 clusters Score -6715367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53777 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -6715373.500000 Penalty: 5424.156738
	Iteration 76Q: 3 clusters Score -6715374 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53779 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -6715372.500000 Penalty: 5424.156738
	Iteration 77Q: 3 clusters Score -6715372 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53786 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -6715368.500000 Penalty: 5424.156738
	Iteration 78Q: 3 clusters Score -6715368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6715372.000000 Penalty: 5424.156738
	Iteration 79Q: 3 clusters Score -6715372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53800 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -6715362.000000 Penalty: 5424.156738
	Iteration 80F: 3 clusters Score -6715362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53810 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -6715357.500000 Penalty: 5424.156738
	Iteration 81Q: 3 clusters Score -6715358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53817 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -6715367.500000 Penalty: 5424.156738
	Iteration 82Q: 3 clusters Score -6715368 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -6715367.000000 Penalty: 5424.156738
	Iteration 83Q: 3 clusters Score -6715367 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53835 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6715374.500000 Penalty: 5424.156738
	Iteration 84Q: 3 clusters Score -6715374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53848 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6715365.500000 Penalty: 5424.156738
	Iteration 85Q: 3 clusters Score -6715366 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 2291 members 
Entering Unmasked Estep 
Score: -6715376.000000 Penalty: 5424.156738
	Iteration 86Q: 3 clusters Score -6715376 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -6715383.500000 Penalty: 5424.156738
	Iteration 87Q: 3 clusters Score -6715384 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53882 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -6715377.000000 Penalty: 5424.156738
	Iteration 88Q: 3 clusters Score -6715377 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53889 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -6715384.500000 Penalty: 5424.156738
	Iteration 89Q: 3 clusters Score -6715384 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53896 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -6715384.500000 Penalty: 5424.156738
	Iteration 90Q: 3 clusters Score -6715384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53905 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6715381.000000 Penalty: 5424.156738
	Iteration 91Q: 3 clusters Score -6715381 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53912 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -6715377.000000 Penalty: 5424.156738
	Iteration 92Q: 3 clusters Score -6715377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53921 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -6715390.500000 Penalty: 5424.156738
	Iteration 93Q: 3 clusters Score -6715390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53931 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -6715385.000000 Penalty: 5424.156738
	Iteration 94Q: 3 clusters Score -6715385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53935 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6715371.000000 Penalty: 5424.156738
	Iteration 95Q: 3 clusters Score -6715371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53941 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -6715378.500000 Penalty: 5424.156738
	Iteration 96Q: 3 clusters Score -6715378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53944 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -6715374.000000 Penalty: 5424.156738
	Iteration 97Q: 3 clusters Score -6715374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6715381.000000 Penalty: 5424.156738
	Iteration 98Q: 3 clusters Score -6715381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -6715383.500000 Penalty: 5424.156738
	Iteration 99Q: 3 clusters Score -6715384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -6715381.000000 Penalty: 5424.156738
	Iteration 100F: 3 clusters Score -6715381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Entering Unmasked Estep 
Score: -2465461.500000 Penalty: 2503.666504
	Iteration 0F: 2 clusters Score -2465462 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12035 members 
Mstep: Class 2 contains 12197 members 
Entering Unmasked Estep 
Score: -2448579.750000 Penalty: 5007.333008
	Iteration 0F: 3 clusters Score -2448580 nChanged 10885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11488 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2454445.000000 Penalty: 5007.333008
	Iteration 1F: 3 clusters Score -2454445 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -2455041.250000 Penalty: 5007.333008
	Iteration 2F: 3 clusters Score -2455041 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10609 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -2455726.500000 Penalty: 5007.333008
	Iteration 3F: 3 clusters Score -2455726 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9884 members 
Mstep: Class 2 contains 14348 members 
Entering Unmasked Estep 
Score: -2456474.750000 Penalty: 5007.333008
	Iteration 4F: 3 clusters Score -2456475 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 15223 members 
Entering Unmasked Estep 
Score: -2457282.000000 Penalty: 5007.333008
	Iteration 5F: 3 clusters Score -2457282 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8032 members 
Mstep: Class 2 contains 16200 members 
Entering Unmasked Estep 
Score: -2458179.250000 Penalty: 5007.333008
	Iteration 6F: 3 clusters Score -2458179 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -2459211.750000 Penalty: 5007.333008
	Iteration 7F: 3 clusters Score -2459212 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -2460199.250000 Penalty: 5007.333008
	Iteration 8F: 3 clusters Score -2460199 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 19415 members 
Entering Unmasked Estep 
Score: -2461055.750000 Penalty: 5007.333008
	Iteration 9Q: 3 clusters Score -2461056 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4020 members 
Mstep: Class 2 contains 20212 members 
Entering Unmasked Estep 
Score: -2461711.500000 Penalty: 5007.333008
	Iteration 10Q: 3 clusters Score -2461712 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2462224.250000 Penalty: 5007.333008
	Iteration 11Q: 3 clusters Score -2462224 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 21352 members 
Entering Unmasked Estep 
Score: -2462541.000000 Penalty: 5007.333008
	Iteration 12Q: 3 clusters Score -2462541 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -2462768.000000 Penalty: 5007.333008
	Iteration 13Q: 3 clusters Score -2462768 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -2462906.250000 Penalty: 5007.333008
	Iteration 14Q: 3 clusters Score -2462906 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -2463020.750000 Penalty: 5007.333008
	Iteration 15Q: 3 clusters Score -2463021 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -2463111.250000 Penalty: 5007.333008
	Iteration 16Q: 3 clusters Score -2463111 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -2463195.000000 Penalty: 5007.333008
	Iteration 17Q: 3 clusters Score -2463195 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -2463234.500000 Penalty: 5007.333008
	Iteration 18Q: 3 clusters Score -2463234 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -2463277.250000 Penalty: 5007.333008
	Iteration 19Q: 3 clusters Score -2463277 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -2463306.500000 Penalty: 5007.333008
	Iteration 20F: 3 clusters Score -2463306 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -2463318.250000 Penalty: 5007.333008
	Iteration 21Q: 3 clusters Score -2463318 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -2463346.000000 Penalty: 5007.333008
	Iteration 22Q: 3 clusters Score -2463346 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -2463372.500000 Penalty: 5007.333008
	Iteration 23Q: 3 clusters Score -2463372 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 22988 members 
Entering Unmasked Estep 
Score: -2463399.250000 Penalty: 5007.333008
	Iteration 24Q: 3 clusters Score -2463399 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -2463412.250000 Penalty: 5007.333008
	Iteration 25Q: 3 clusters Score -2463412 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -2463429.250000 Penalty: 5007.333008
	Iteration 26Q: 3 clusters Score -2463429 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 23081 members 
Entering Unmasked Estep 
Score: -2463447.500000 Penalty: 5007.333008
	Iteration 27Q: 3 clusters Score -2463448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -2463468.000000 Penalty: 5007.333008
	Iteration 28Q: 3 clusters Score -2463468 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -2463476.500000 Penalty: 5007.333008
	Iteration 29Q: 3 clusters Score -2463476 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -2463482.000000 Penalty: 5007.333008
	Iteration 30Q: 3 clusters Score -2463482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -2463483.000000 Penalty: 5007.333008
	Iteration 31Q: 3 clusters Score -2463483 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 23168 members 
Entering Unmasked Estep 
Score: -2463481.000000 Penalty: 5007.333008
	Iteration 32Q: 3 clusters Score -2463481 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -2463488.500000 Penalty: 5007.333008
	Iteration 33Q: 3 clusters Score -2463488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 23174 members 
Entering Unmasked Estep 
Score: -2463485.500000 Penalty: 5007.333008
	Iteration 34Q: 3 clusters Score -2463486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 23176 members 
Entering Unmasked Estep 
Score: -2463487.500000 Penalty: 5007.333008
	Iteration 35Q: 3 clusters Score -2463488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2463485.500000 Penalty: 5007.333008
	Iteration 36Q: 3 clusters Score -2463486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2463489.500000 Penalty: 5007.333008
	Iteration 37Q: 3 clusters Score -2463490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -2463488.500000 Penalty: 5007.333008
	Iteration 38Q: 3 clusters Score -2463488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -2463489.250000 Penalty: 5007.333008
	Iteration 39Q: 3 clusters Score -2463489 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -2463486.000000 Penalty: 5007.333008
	Iteration 40F: 3 clusters Score -2463486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -2463489.500000 Penalty: 5007.333008
	Iteration 41Q: 3 clusters Score -2463490 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 23183 members 
Entering Unmasked Estep 
Score: -2463489.500000 Penalty: 5007.333008
	Iteration 42F: 3 clusters Score -2463490 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Entering Unmasked Estep 
Score: -1197021.750000 Penalty: 2298.614990
	Iteration 0F: 2 clusters Score -1197022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 5256 members 
Entering Unmasked Estep 
Score: -1188959.500000 Penalty: 4597.229980
	Iteration 0F: 3 clusters Score -1188960 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1191284.625000 Penalty: 4597.229980
	Iteration 1F: 3 clusters Score -1191285 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5248 members 
Mstep: Class 2 contains 5352 members 
Entering Unmasked Estep 
Score: -1191577.375000 Penalty: 4597.229980
	Iteration 2F: 3 clusters Score -1191577 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 5384 members 
Entering Unmasked Estep 
Score: -1191793.875000 Penalty: 4597.229980
	Iteration 3F: 3 clusters Score -1191794 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1191952.875000 Penalty: 4597.229980
	Iteration 4Q: 3 clusters Score -1191953 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1192086.625000 Penalty: 4597.229980
	Iteration 5Q: 3 clusters Score -1192087 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1192187.250000 Penalty: 4597.229980
	Iteration 6Q: 3 clusters Score -1192187 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1192280.375000 Penalty: 4597.229980
	Iteration 7Q: 3 clusters Score -1192280 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 5564 members 
Entering Unmasked Estep 
Score: -1192362.250000 Penalty: 4597.229980
	Iteration 8Q: 3 clusters Score -1192362 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4990 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -1192438.875000 Penalty: 4597.229980
	Iteration 9Q: 3 clusters Score -1192439 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 5629 members 
Entering Unmasked Estep 
Score: -1192503.750000 Penalty: 4597.229980
	Iteration 10Q: 3 clusters Score -1192504 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 5648 members 
Entering Unmasked Estep 
Score: -1192552.875000 Penalty: 4597.229980
	Iteration 11Q: 3 clusters Score -1192553 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -1192612.375000 Penalty: 4597.229980
	Iteration 12Q: 3 clusters Score -1192612 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 5718 members 
Entering Unmasked Estep 
Score: -1192672.250000 Penalty: 4597.229980
	Iteration 13Q: 3 clusters Score -1192672 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Mstep: Class 2 contains 5746 members 
Entering Unmasked Estep 
Score: -1192727.625000 Penalty: 4597.229980
	Iteration 14Q: 3 clusters Score -1192728 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 5767 members 
Entering Unmasked Estep 
Score: -1192791.000000 Penalty: 4597.229980
	Iteration 15Q: 3 clusters Score -1192791 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -1192857.250000 Penalty: 4597.229980
	Iteration 16Q: 3 clusters Score -1192857 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4789 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1192924.625000 Penalty: 4597.229980
	Iteration 17Q: 3 clusters Score -1192925 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 5836 members 
Entering Unmasked Estep 
Score: -1192998.375000 Penalty: 4597.229980
	Iteration 18Q: 3 clusters Score -1192998 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1193069.375000 Penalty: 4597.229980
	Iteration 19Q: 3 clusters Score -1193069 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1193118.250000 Penalty: 4597.229980
	Iteration 20F: 3 clusters Score -1193118 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 5866 members 
Entering Unmasked Estep 
Score: -1193161.125000 Penalty: 4597.229980
	Iteration 21Q: 3 clusters Score -1193161 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1193204.250000 Penalty: 4597.229980
	Iteration 22Q: 3 clusters Score -1193204 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -1193254.500000 Penalty: 4597.229980
	Iteration 23Q: 3 clusters Score -1193254 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4641 members 
Mstep: Class 2 contains 5959 members 
Entering Unmasked Estep 
Score: -1193286.750000 Penalty: 4597.229980
	Iteration 24Q: 3 clusters Score -1193287 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -1193312.375000 Penalty: 4597.229980
	Iteration 25Q: 3 clusters Score -1193312 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -1193334.375000 Penalty: 4597.229980
	Iteration 26Q: 3 clusters Score -1193334 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 6068 members 
Entering Unmasked Estep 
Score: -1193358.625000 Penalty: 4597.229980
	Iteration 27Q: 3 clusters Score -1193359 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 6107 members 
Entering Unmasked Estep 
Score: -1193381.875000 Penalty: 4597.229980
	Iteration 28Q: 3 clusters Score -1193382 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4456 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -1193408.625000 Penalty: 4597.229980
	Iteration 29Q: 3 clusters Score -1193409 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4403 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1193441.750000 Penalty: 4597.229980
	Iteration 30Q: 3 clusters Score -1193442 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 6241 members 
Entering Unmasked Estep 
Score: -1193470.750000 Penalty: 4597.229980
	Iteration 31Q: 3 clusters Score -1193471 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -1193496.750000 Penalty: 4597.229980
	Iteration 32Q: 3 clusters Score -1193497 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1193541.250000 Penalty: 4597.229980
	Iteration 33Q: 3 clusters Score -1193541 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 6405 members 
Entering Unmasked Estep 
Score: -1193574.625000 Penalty: 4597.229980
	Iteration 34Q: 3 clusters Score -1193575 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1193612.375000 Penalty: 4597.229980
	Iteration 35Q: 3 clusters Score -1193612 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 6525 members 
Entering Unmasked Estep 
Score: -1193650.125000 Penalty: 4597.229980
	Iteration 36Q: 3 clusters Score -1193650 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -1193700.750000 Penalty: 4597.229980
	Iteration 37Q: 3 clusters Score -1193701 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1193749.750000 Penalty: 4597.229980
	Iteration 38Q: 3 clusters Score -1193750 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 6701 members 
Entering Unmasked Estep 
Score: -1193796.500000 Penalty: 4597.229980
	Iteration 39Q: 3 clusters Score -1193796 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1193847.500000 Penalty: 4597.229980
	Iteration 40F: 3 clusters Score -1193848 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -1193887.625000 Penalty: 4597.229980
	Iteration 41Q: 3 clusters Score -1193888 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1193923.250000 Penalty: 4597.229980
	Iteration 42Q: 3 clusters Score -1193923 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -1193956.125000 Penalty: 4597.229980
	Iteration 43Q: 3 clusters Score -1193956 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 7027 members 
Entering Unmasked Estep 
Score: -1193985.375000 Penalty: 4597.229980
	Iteration 44Q: 3 clusters Score -1193985 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 7087 members 
Entering Unmasked Estep 
Score: -1194006.000000 Penalty: 4597.229980
	Iteration 45Q: 3 clusters Score -1194006 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 7136 members 
Entering Unmasked Estep 
Score: -1194021.375000 Penalty: 4597.229980
	Iteration 46Q: 3 clusters Score -1194021 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1194036.875000 Penalty: 4597.229980
	Iteration 47Q: 3 clusters Score -1194037 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7245 members 
Entering Unmasked Estep 
Score: -1194064.375000 Penalty: 4597.229980
	Iteration 48Q: 3 clusters Score -1194064 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7316 members 
Entering Unmasked Estep 
Score: -1194091.375000 Penalty: 4597.229980
	Iteration 49Q: 3 clusters Score -1194091 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3209 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -1194120.375000 Penalty: 4597.229980
	Iteration 50Q: 3 clusters Score -1194120 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7460 members 
Entering Unmasked Estep 
Score: -1194150.375000 Penalty: 4597.229980
	Iteration 51Q: 3 clusters Score -1194150 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -1194176.375000 Penalty: 4597.229980
	Iteration 52Q: 3 clusters Score -1194176 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -1194204.500000 Penalty: 4597.229980
	Iteration 53Q: 3 clusters Score -1194204 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -1194237.375000 Penalty: 4597.229980
	Iteration 54Q: 3 clusters Score -1194237 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -1194271.250000 Penalty: 4597.229980
	Iteration 55Q: 3 clusters Score -1194271 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -1194304.625000 Penalty: 4597.229980
	Iteration 56Q: 3 clusters Score -1194305 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -1194329.500000 Penalty: 4597.229980
	Iteration 57Q: 3 clusters Score -1194330 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -1194355.125000 Penalty: 4597.229980
	Iteration 58Q: 3 clusters Score -1194355 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -1194373.875000 Penalty: 4597.229980
	Iteration 59Q: 3 clusters Score -1194374 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 8081 members 
Entering Unmasked Estep 
Score: -1194395.125000 Penalty: 4597.229980
	Iteration 60F: 3 clusters Score -1194395 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 8130 members 
Entering Unmasked Estep 
Score: -1194410.375000 Penalty: 4597.229980
	Iteration 61Q: 3 clusters Score -1194410 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -1194433.875000 Penalty: 4597.229980
	Iteration 62Q: 3 clusters Score -1194434 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 8245 members 
Entering Unmasked Estep 
Score: -1194451.500000 Penalty: 4597.229980
	Iteration 63Q: 3 clusters Score -1194452 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -1194467.875000 Penalty: 4597.229980
	Iteration 64Q: 3 clusters Score -1194468 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1194476.000000 Penalty: 4597.229980
	Iteration 65Q: 3 clusters Score -1194476 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8381 members 
Entering Unmasked Estep 
Score: -1194494.000000 Penalty: 4597.229980
	Iteration 66Q: 3 clusters Score -1194494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 8417 members 
Entering Unmasked Estep 
Score: -1194507.750000 Penalty: 4597.229980
	Iteration 67Q: 3 clusters Score -1194508 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 8458 members 
Entering Unmasked Estep 
Score: -1194519.125000 Penalty: 4597.229980
	Iteration 68Q: 3 clusters Score -1194519 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1194536.875000 Penalty: 4597.229980
	Iteration 69Q: 3 clusters Score -1194537 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2047 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -1194555.625000 Penalty: 4597.229980
	Iteration 70Q: 3 clusters Score -1194556 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -1194570.000000 Penalty: 4597.229980
	Iteration 71Q: 3 clusters Score -1194570 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 8632 members 
Entering Unmasked Estep 
Score: -1194583.000000 Penalty: 4597.229980
	Iteration 72Q: 3 clusters Score -1194583 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -1194606.875000 Penalty: 4597.229980
	Iteration 73Q: 3 clusters Score -1194607 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 8730 members 
Entering Unmasked Estep 
Score: -1194623.750000 Penalty: 4597.229980
	Iteration 74Q: 3 clusters Score -1194624 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 8768 members 
Entering Unmasked Estep 
Score: -1194639.125000 Penalty: 4597.229980
	Iteration 75Q: 3 clusters Score -1194639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 8809 members 
Entering Unmasked Estep 
Score: -1194652.625000 Penalty: 4597.229980
	Iteration 76Q: 3 clusters Score -1194653 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8849 members 
Entering Unmasked Estep 
Score: -1194671.125000 Penalty: 4597.229980
	Iteration 77Q: 3 clusters Score -1194671 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -1194679.750000 Penalty: 4597.229980
	Iteration 78Q: 3 clusters Score -1194680 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1194696.500000 Penalty: 4597.229980
	Iteration 79Q: 3 clusters Score -1194696 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -1194716.750000 Penalty: 4597.229980
	Iteration 80F: 3 clusters Score -1194717 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1194735.125000 Penalty: 4597.229980
	Iteration 81Q: 3 clusters Score -1194735 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 9047 members 
Entering Unmasked Estep 
Score: -1194753.625000 Penalty: 4597.229980
	Iteration 82Q: 3 clusters Score -1194754 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -1194760.125000 Penalty: 4597.229980
	Iteration 83Q: 3 clusters Score -1194760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -1194768.125000 Penalty: 4597.229980
	Iteration 84Q: 3 clusters Score -1194768 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 9130 members 
Entering Unmasked Estep 
Score: -1194777.125000 Penalty: 4597.229980
	Iteration 85Q: 3 clusters Score -1194777 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -1194782.500000 Penalty: 4597.229980
	Iteration 86Q: 3 clusters Score -1194782 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -1194791.000000 Penalty: 4597.229980
	Iteration 87Q: 3 clusters Score -1194791 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 9180 members 
Entering Unmasked Estep 
Score: -1194793.625000 Penalty: 4597.229980
	Iteration 88Q: 3 clusters Score -1194794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -1194798.125000 Penalty: 4597.229980
	Iteration 89Q: 3 clusters Score -1194798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -1194798.250000 Penalty: 4597.229980
	Iteration 90Q: 3 clusters Score -1194798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1194800.500000 Penalty: 4597.229980
	Iteration 91Q: 3 clusters Score -1194800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 9215 members 
Entering Unmasked Estep 
Score: -1194805.500000 Penalty: 4597.229980
	Iteration 92Q: 3 clusters Score -1194806 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -1194806.375000 Penalty: 4597.229980
	Iteration 93Q: 3 clusters Score -1194806 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -1194813.625000 Penalty: 4597.229980
	Iteration 94Q: 3 clusters Score -1194814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -1194815.875000 Penalty: 4597.229980
	Iteration 95Q: 3 clusters Score -1194816 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -1194817.500000 Penalty: 4597.229980
	Iteration 96Q: 3 clusters Score -1194818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -1194824.000000 Penalty: 4597.229980
	Iteration 97Q: 3 clusters Score -1194824 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 9281 members 
Entering Unmasked Estep 
Score: -1194825.125000 Penalty: 4597.229980
	Iteration 98Q: 3 clusters Score -1194825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 9285 members 
Entering Unmasked Estep 
Score: -1194825.625000 Penalty: 4597.229980
	Iteration 99Q: 3 clusters Score -1194826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -1194827.625000 Penalty: 4597.229980
	Iteration 100F: 3 clusters Score -1194828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 9294 members 
Entering Unmasked Estep 
Score: -1194826.625000 Penalty: 4597.229980
	Iteration 101Q: 3 clusters Score -1194827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1194826.625000 Penalty: 4597.229980
	Iteration 102Q: 3 clusters Score -1194827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1194832.250000 Penalty: 4597.229980
	Iteration 103Q: 3 clusters Score -1194832 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 9316 members 
Entering Unmasked Estep 
Score: -1194836.875000 Penalty: 4597.229980
	Iteration 104Q: 3 clusters Score -1194837 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 9324 members 
Entering Unmasked Estep 
Score: -1194838.250000 Penalty: 4597.229980
	Iteration 105Q: 3 clusters Score -1194838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1194840.500000 Penalty: 4597.229980
	Iteration 106Q: 3 clusters Score -1194840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1194842.875000 Penalty: 4597.229980
	Iteration 107Q: 3 clusters Score -1194843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1194842.000000 Penalty: 4597.229980
	Iteration 108Q: 3 clusters Score -1194842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -1194846.000000 Penalty: 4597.229980
	Iteration 109Q: 3 clusters Score -1194846 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1194845.250000 Penalty: 4597.229980
	Iteration 110Q: 3 clusters Score -1194845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1194846.000000 Penalty: 4597.229980
	Iteration 111Q: 3 clusters Score -1194846 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -1194847.625000 Penalty: 4597.229980
	Iteration 112Q: 3 clusters Score -1194848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1194848.250000 Penalty: 4597.229980
	Iteration 113Q: 3 clusters Score -1194848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 9350 members 
Entering Unmasked Estep 
Score: -1194847.750000 Penalty: 4597.229980
	Iteration 114Q: 3 clusters Score -1194848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -1194849.625000 Penalty: 4597.229980
	Iteration 115Q: 3 clusters Score -1194850 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -1194849.250000 Penalty: 4597.229980
	Iteration 116Q: 3 clusters Score -1194849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1194850.750000 Penalty: 4597.229980
	Iteration 117Q: 3 clusters Score -1194851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 9358 members 
Entering Unmasked Estep 
Score: -1194851.375000 Penalty: 4597.229980
	Iteration 118Q: 3 clusters Score -1194851 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -1194852.250000 Penalty: 4597.229980
	Iteration 119Q: 3 clusters Score -1194852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 9364 members 
Entering Unmasked Estep 
Score: -1194850.125000 Penalty: 4597.229980
	Iteration 120F: 3 clusters Score -1194850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1194853.000000 Penalty: 4597.229980
	Iteration 121Q: 3 clusters Score -1194853 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 9373 members 
Entering Unmasked Estep 
Score: -1194853.000000 Penalty: 4597.229980
	Iteration 122Q: 3 clusters Score -1194853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -1194855.625000 Penalty: 4597.229980
	Iteration 123Q: 3 clusters Score -1194856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -1194856.375000 Penalty: 4597.229980
	Iteration 124Q: 3 clusters Score -1194856 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 9378 members 
Entering Unmasked Estep 
Score: -1194855.875000 Penalty: 4597.229980
	Iteration 125Q: 3 clusters Score -1194856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -1194856.500000 Penalty: 4597.229980
	Iteration 126Q: 3 clusters Score -1194856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 9380 members 
Entering Unmasked Estep 
Score: -1194856.250000 Penalty: 4597.229980
	Iteration 127Q: 3 clusters Score -1194856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1194858.250000 Penalty: 4597.229980
	Iteration 128Q: 3 clusters Score -1194858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1194858.250000 Penalty: 4597.229980
	Iteration 129F: 3 clusters Score -1194858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (301472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301472 members 
Entering Unmasked Estep 
Score: -35408256.000000 Penalty: 3128.875244
	Iteration 0F: 2 clusters Score -3.540826e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150593 members 
Mstep: Class 2 contains 150879 members 
Entering Unmasked Estep 
Score: -35218312.000000 Penalty: 6257.750488
	Iteration 0F: 3 clusters Score -3.521831e+07 nChanged 146124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148697 members 
Mstep: Class 2 contains 152775 members 
Entering Unmasked Estep 
Score: -35304932.000000 Penalty: 6257.750488
	Iteration 1F: 3 clusters Score -3.530493e+07 nChanged 6808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147233 members 
Mstep: Class 2 contains 154239 members 
Entering Unmasked Estep 
Score: -35306080.000000 Penalty: 6257.750488
	Iteration 2Q: 3 clusters Score -3.530608e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144990 members 
Mstep: Class 2 contains 156482 members 
Entering Unmasked Estep 
Score: -35307424.000000 Penalty: 6257.750488
	Iteration 3Q: 3 clusters Score -3.530742e+07 nChanged 7964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141716 members 
Mstep: Class 2 contains 159756 members 
Entering Unmasked Estep 
Score: -35308936.000000 Penalty: 6257.750488
	Iteration 4Q: 3 clusters Score -3.530894e+07 nChanged 9265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136919 members 
Mstep: Class 2 contains 164553 members 
Entering Unmasked Estep 
Score: -35311600.000000 Penalty: 6257.750488
	Iteration 5Q: 3 clusters Score -3.53116e+07 nChanged 11092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130065 members 
Mstep: Class 2 contains 171407 members 
Entering Unmasked Estep 
Score: -35315872.000000 Penalty: 6257.750488
	Iteration 6Q: 3 clusters Score -3.531587e+07 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121188 members 
Mstep: Class 2 contains 180284 members 
Entering Unmasked Estep 
Score: -35322512.000000 Penalty: 6257.750488
	Iteration 7Q: 3 clusters Score -3.532251e+07 nChanged 16561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111133 members 
Mstep: Class 2 contains 190339 members 
Entering Unmasked Estep 
Score: -35333364.000000 Penalty: 6257.750488
	Iteration 8F: 3 clusters Score -3.533336e+07 nChanged 18820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102479 members 
Mstep: Class 2 contains 198993 members 
Entering Unmasked Estep 
Score: -35348228.000000 Penalty: 6257.750488
	Iteration 9F: 3 clusters Score -3.534823e+07 nChanged 19406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98035 members 
Mstep: Class 2 contains 203437 members 
Entering Unmasked Estep 
Score: -35363148.000000 Penalty: 6257.750488
	Iteration 10F: 3 clusters Score -3.536315e+07 nChanged 17041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98092 members 
Mstep: Class 2 contains 203380 members 
Entering Unmasked Estep 
Score: -35371948.000000 Penalty: 6257.750488
	Iteration 11F: 3 clusters Score -3.537195e+07 nChanged 11761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100069 members 
Mstep: Class 2 contains 201403 members 
Entering Unmasked Estep 
Score: -35375596.000000 Penalty: 6257.750488
	Iteration 12Q: 3 clusters Score -3.53756e+07 nChanged 7731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102696 members 
Mstep: Class 2 contains 198776 members 
Entering Unmasked Estep 
Score: -35376808.000000 Penalty: 6257.750488
	Iteration 13Q: 3 clusters Score -3.537681e+07 nChanged 6210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105790 members 
Mstep: Class 2 contains 195682 members 
Entering Unmasked Estep 
Score: -35377904.000000 Penalty: 6257.750488
	Iteration 14Q: 3 clusters Score -3.53779e+07 nChanged 5999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109517 members 
Mstep: Class 2 contains 191955 members 
Entering Unmasked Estep 
Score: -35378804.000000 Penalty: 6257.750488
	Iteration 15Q: 3 clusters Score -3.53788e+07 nChanged 6116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113735 members 
Mstep: Class 2 contains 187737 members 
Entering Unmasked Estep 
Score: -35379972.000000 Penalty: 6257.750488
	Iteration 16Q: 3 clusters Score -3.537997e+07 nChanged 6328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118497 members 
Mstep: Class 2 contains 182975 members 
Entering Unmasked Estep 
Score: -35381308.000000 Penalty: 6257.750488
	Iteration 17Q: 3 clusters Score -3.538131e+07 nChanged 6418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123621 members 
Mstep: Class 2 contains 177851 members 
Entering Unmasked Estep 
Score: -35382956.000000 Penalty: 6257.750488
	Iteration 18Q: 3 clusters Score -3.538296e+07 nChanged 6516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128979 members 
Mstep: Class 2 contains 172493 members 
Entering Unmasked Estep 
Score: -35384876.000000 Penalty: 6257.750488
	Iteration 19Q: 3 clusters Score -3.538488e+07 nChanged 6322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134087 members 
Mstep: Class 2 contains 167385 members 
Entering Unmasked Estep 
Score: -35386916.000000 Penalty: 6257.750488
	Iteration 20F: 3 clusters Score -3.538692e+07 nChanged 6143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138992 members 
Mstep: Class 2 contains 162480 members 
Entering Unmasked Estep 
Score: -35389072.000000 Penalty: 6257.750488
	Iteration 21Q: 3 clusters Score -3.538907e+07 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143466 members 
Mstep: Class 2 contains 158006 members 
Entering Unmasked Estep 
Score: -35390672.000000 Penalty: 6257.750488
	Iteration 22Q: 3 clusters Score -3.539067e+07 nChanged 5420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147484 members 
Mstep: Class 2 contains 153988 members 
Entering Unmasked Estep 
Score: -35392320.000000 Penalty: 6257.750488
	Iteration 23Q: 3 clusters Score -3.539232e+07 nChanged 4986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151212 members 
Mstep: Class 2 contains 150260 members 
Entering Unmasked Estep 
Score: -35393660.000000 Penalty: 6257.750488
	Iteration 24Q: 3 clusters Score -3.539366e+07 nChanged 4439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154459 members 
Mstep: Class 2 contains 147013 members 
Entering Unmasked Estep 
Score: -35394908.000000 Penalty: 6257.750488
	Iteration 25Q: 3 clusters Score -3.539491e+07 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157195 members 
Mstep: Class 2 contains 144277 members 
Entering Unmasked Estep 
Score: -35395576.000000 Penalty: 6257.750488
	Iteration 26Q: 3 clusters Score -3.539558e+07 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159625 members 
Mstep: Class 2 contains 141847 members 
Entering Unmasked Estep 
Score: -35396112.000000 Penalty: 6257.750488
	Iteration 27Q: 3 clusters Score -3.539611e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162243 members 
Mstep: Class 2 contains 139229 members 
Entering Unmasked Estep 
Score: -35396592.000000 Penalty: 6257.750488
	Iteration 28Q: 3 clusters Score -3.539659e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165074 members 
Mstep: Class 2 contains 136398 members 
Entering Unmasked Estep 
Score: -35396900.000000 Penalty: 6257.750488
	Iteration 29Q: 3 clusters Score -3.53969e+07 nChanged 3039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168045 members 
Mstep: Class 2 contains 133427 members 
Entering Unmasked Estep 
Score: -35397352.000000 Penalty: 6257.750488
	Iteration 30Q: 3 clusters Score -3.539735e+07 nChanged 3235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171262 members 
Mstep: Class 2 contains 130210 members 
Entering Unmasked Estep 
Score: -35397672.000000 Penalty: 6257.750488
	Iteration 31Q: 3 clusters Score -3.539767e+07 nChanged 3545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174803 members 
Mstep: Class 2 contains 126669 members 
Entering Unmasked Estep 
Score: -35398068.000000 Penalty: 6257.750488
	Iteration 32Q: 3 clusters Score -3.539807e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178923 members 
Mstep: Class 2 contains 122549 members 
Entering Unmasked Estep 
Score: -35398372.000000 Penalty: 6257.750488
	Iteration 33Q: 3 clusters Score -3.539837e+07 nChanged 4733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183656 members 
Mstep: Class 2 contains 117816 members 
Entering Unmasked Estep 
Score: -35398484.000000 Penalty: 6257.750488
	Iteration 34Q: 3 clusters Score -3.539848e+07 nChanged 5467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189123 members 
Mstep: Class 2 contains 112349 members 
Entering Unmasked Estep 
Score: -35399052.000000 Penalty: 6257.750488
	Iteration 35Q: 3 clusters Score -3.539905e+07 nChanged 6122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195245 members 
Mstep: Class 2 contains 106227 members 
Entering Unmasked Estep 
Score: -35399504.000000 Penalty: 6257.750488
	Iteration 36Q: 3 clusters Score -3.53995e+07 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201827 members 
Mstep: Class 2 contains 99645 members 
Entering Unmasked Estep 
Score: -35400164.000000 Penalty: 6257.750488
	Iteration 37Q: 3 clusters Score -3.540016e+07 nChanged 6992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208819 members 
Mstep: Class 2 contains 92653 members 
Entering Unmasked Estep 
Score: -35400092.000000 Penalty: 6257.750488
	Iteration 38Q: 3 clusters Score -3.540009e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216420 members 
Mstep: Class 2 contains 85052 members 
Entering Unmasked Estep 
Score: -35400352.000000 Penalty: 6257.750488
	Iteration 39Q: 3 clusters Score -3.540035e+07 nChanged 7549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223969 members 
Mstep: Class 2 contains 77503 members 
Entering Unmasked Estep 
Score: -35401632.000000 Penalty: 6257.750488
	Iteration 40F: 3 clusters Score -3.540163e+07 nChanged 9356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233325 members 
Mstep: Class 2 contains 68147 members 
Entering Unmasked Estep 
Score: -35402472.000000 Penalty: 6257.750488
	Iteration 41Q: 3 clusters Score -3.540247e+07 nChanged 9525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242850 members 
Mstep: Class 2 contains 58622 members 
Entering Unmasked Estep 
Score: -35403760.000000 Penalty: 6257.750488
	Iteration 42Q: 3 clusters Score -3.540376e+07 nChanged 9410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252260 members 
Mstep: Class 2 contains 49212 members 
Entering Unmasked Estep 
Score: -35405084.000000 Penalty: 6257.750488
	Iteration 43Q: 3 clusters Score -3.540508e+07 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261225 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
Score: -35405944.000000 Penalty: 6257.750488
	Iteration 44Q: 3 clusters Score -3.540594e+07 nChanged 8194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269419 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -35407148.000000 Penalty: 6257.750488
	Iteration 45Q: 3 clusters Score -3.540715e+07 nChanged 7208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276627 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -35408320.000000 Penalty: 6257.750488
	Iteration 46Q: 3 clusters Score -3.540832e+07 nChanged 6114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282741 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -35409596.000000 Penalty: 6257.750488
	Iteration 47Q: 3 clusters Score -3.54096e+07 nChanged 4828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287569 members 
Mstep: Class 2 contains 13903 members 
Entering Unmasked Estep 
Score: -35410600.000000 Penalty: 6257.750488
	Iteration 48Q: 3 clusters Score -3.54106e+07 nChanged 3601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291170 members 
Mstep: Class 2 contains 10302 members 
Entering Unmasked Estep 
Score: -35410908.000000 Penalty: 6257.750488
	Iteration 49Q: 3 clusters Score -3.541091e+07 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293386 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -35410072.000000 Penalty: 6257.750488
	Iteration 50Q: 3 clusters Score -3.541007e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294526 members 
Mstep: Class 2 contains 6946 members 
Entering Unmasked Estep 
Score: -35409536.000000 Penalty: 6257.750488
	Iteration 51Q: 3 clusters Score -3.540954e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295091 members 
Mstep: Class 2 contains 6381 members 
Entering Unmasked Estep 
Score: -35409328.000000 Penalty: 6257.750488
	Iteration 52Q: 3 clusters Score -3.540933e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295465 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -35409008.000000 Penalty: 6257.750488
	Iteration 53Q: 3 clusters Score -3.540901e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295671 members 
Mstep: Class 2 contains 5801 members 
Entering Unmasked Estep 
Score: -35408912.000000 Penalty: 6257.750488
	Iteration 54Q: 3 clusters Score -3.540891e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295793 members 
Mstep: Class 2 contains 5679 members 
Entering Unmasked Estep 
Score: -35408888.000000 Penalty: 6257.750488
	Iteration 55Q: 3 clusters Score -3.540889e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295866 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -35408824.000000 Penalty: 6257.750488
	Iteration 56Q: 3 clusters Score -3.540882e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295907 members 
Mstep: Class 2 contains 5565 members 
Entering Unmasked Estep 
Score: -35408848.000000 Penalty: 6257.750488
	Iteration 57Q: 3 clusters Score -3.540885e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295933 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -35408852.000000 Penalty: 6257.750488
	Iteration 58Q: 3 clusters Score -3.540885e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295950 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -35408824.000000 Penalty: 6257.750488
	Iteration 59Q: 3 clusters Score -3.540882e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295961 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -35409612.000000 Penalty: 6257.750488
	Iteration 60F: 3 clusters Score -3.540961e+07 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297535 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -35408636.000000 Penalty: 6257.750488
	Iteration 61Q: 3 clusters Score -3.540864e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298605 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -35407948.000000 Penalty: 6257.750488
	Iteration 62Q: 3 clusters Score -3.540795e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299301 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -35407508.000000 Penalty: 6257.750488
	Iteration 63Q: 3 clusters Score -3.540751e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299782 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -35407184.000000 Penalty: 6257.750488
	Iteration 64Q: 3 clusters Score -3.540718e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300107 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -35406956.000000 Penalty: 6257.750488
	Iteration 65Q: 3 clusters Score -3.540696e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300317 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -35406720.000000 Penalty: 6257.750488
	Iteration 66Q: 3 clusters Score -3.540672e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300456 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -35406576.000000 Penalty: 6257.750488
	Iteration 67Q: 3 clusters Score -3.540658e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300566 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -35406500.000000 Penalty: 6257.750488
	Iteration 68Q: 3 clusters Score -3.54065e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300639 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -35406460.000000 Penalty: 6257.750488
	Iteration 69Q: 3 clusters Score -3.540646e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300695 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -35406452.000000 Penalty: 6257.750488
	Iteration 70Q: 3 clusters Score -3.540645e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300744 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -35406424.000000 Penalty: 6257.750488
	Iteration 71Q: 3 clusters Score -3.540642e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300792 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -35406456.000000 Penalty: 6257.750488
	Iteration 72Q: 3 clusters Score -3.540646e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300819 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -35406432.000000 Penalty: 6257.750488
	Iteration 73Q: 3 clusters Score -3.540643e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300840 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -35406428.000000 Penalty: 6257.750488
	Iteration 74Q: 3 clusters Score -3.540643e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300851 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -35406396.000000 Penalty: 6257.750488
	Iteration 75Q: 3 clusters Score -3.54064e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300860 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -35406392.000000 Penalty: 6257.750488
	Iteration 76Q: 3 clusters Score -3.540639e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300867 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -35406376.000000 Penalty: 6257.750488
	Iteration 77Q: 3 clusters Score -3.540638e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300869 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -35406396.000000 Penalty: 6257.750488
	Iteration 78Q: 3 clusters Score -3.54064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300873 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -35406396.000000 Penalty: 6257.750488
	Iteration 79Q: 3 clusters Score -3.54064e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300877 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -35406376.000000 Penalty: 6257.750488
	Iteration 80F: 3 clusters Score -3.540638e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300885 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -35406356.000000 Penalty: 6257.750488
	Iteration 81Q: 3 clusters Score -3.540636e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300892 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -35406368.000000 Penalty: 6257.750488
	Iteration 82Q: 3 clusters Score -3.540637e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300895 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -35406352.000000 Penalty: 6257.750488
	Iteration 83Q: 3 clusters Score -3.540635e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300900 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -35406360.000000 Penalty: 6257.750488
	Iteration 84Q: 3 clusters Score -3.540636e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300903 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -35406344.000000 Penalty: 6257.750488
	Iteration 85Q: 3 clusters Score -3.540634e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300908 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -35406372.000000 Penalty: 6257.750488
	Iteration 86Q: 3 clusters Score -3.540637e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300911 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -35406380.000000 Penalty: 6257.750488
	Iteration 87Q: 3 clusters Score -3.540638e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300913 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -35406364.000000 Penalty: 6257.750488
	Iteration 88Q: 3 clusters Score -3.540636e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300917 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -35406368.000000 Penalty: 6257.750488
	Iteration 89Q: 3 clusters Score -3.540637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300917 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -35406368.000000 Penalty: 6257.750488
	Iteration 90Q: 3 clusters Score -3.540637e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300921 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -35406344.000000 Penalty: 6257.750488
	Iteration 91Q: 3 clusters Score -3.540634e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300924 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -35406332.000000 Penalty: 6257.750488
	Iteration 92Q: 3 clusters Score -3.540633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300926 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -35406332.000000 Penalty: 6257.750488
	Iteration 93Q: 3 clusters Score -3.540633e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300930 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -35406308.000000 Penalty: 6257.750488
	Iteration 94Q: 3 clusters Score -3.540631e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300931 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -35406332.000000 Penalty: 6257.750488
	Iteration 95Q: 3 clusters Score -3.540633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300931 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -35406340.000000 Penalty: 6257.750488
	Iteration 96Q: 3 clusters Score -3.540634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300932 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -35406328.000000 Penalty: 6257.750488
	Iteration 97Q: 3 clusters Score -3.540633e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300933 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -35406336.000000 Penalty: 6257.750488
	Iteration 98Q: 3 clusters Score -3.540634e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300934 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -35406328.000000 Penalty: 6257.750488
	Iteration 99Q: 3 clusters Score -3.540633e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300937 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -35406312.000000 Penalty: 6257.750488
	Iteration 100F: 3 clusters Score -3.540631e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300941 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -35406304.000000 Penalty: 6257.750488
	Iteration 101Q: 3 clusters Score -3.54063e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300941 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -35406304.000000 Penalty: 6257.750488
	Iteration 102F: 3 clusters Score -3.54063e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2338 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Entering Unmasked Estep 
Score: -247668.890625 Penalty: 1923.748657
	Iteration 0F: 2 clusters Score -247668.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -244795.093750 Penalty: 3847.497314
	Iteration 0F: 3 clusters Score -244795.1 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -245371.265625 Penalty: 3847.497314
	Iteration 1F: 3 clusters Score -245371.3 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -245551.187500 Penalty: 3847.497314
	Iteration 2F: 3 clusters Score -245551.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -245646.906250 Penalty: 3847.497314
	Iteration 3Q: 3 clusters Score -245646.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -245755.281250 Penalty: 3847.497314
	Iteration 4Q: 3 clusters Score -245755.3 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -245974.828125 Penalty: 3847.497314
	Iteration 5Q: 3 clusters Score -245974.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -246263.640625 Penalty: 3847.497314
	Iteration 6Q: 3 clusters Score -246263.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -246396.046875 Penalty: 3847.497314
	Iteration 7Q: 3 clusters Score -246396 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -246508.953125 Penalty: 3847.497314
	Iteration 8Q: 3 clusters Score -246509 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -246632.078125 Penalty: 3847.497314
	Iteration 9Q: 3 clusters Score -246632.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -246733.875000 Penalty: 3847.497314
	Iteration 10Q: 3 clusters Score -246733.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -246816.265625 Penalty: 3847.497314
	Iteration 11Q: 3 clusters Score -246816.3 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -246908.421875 Penalty: 3847.497314
	Iteration 12Q: 3 clusters Score -246908.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -246975.609375 Penalty: 3847.497314
	Iteration 13Q: 3 clusters Score -246975.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -247007.953125 Penalty: 3847.497314
	Iteration 14Q: 3 clusters Score -247008 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -247036.078125 Penalty: 3847.497314
	Iteration 15Q: 3 clusters Score -247036.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -247063.156250 Penalty: 3847.497314
	Iteration 16Q: 3 clusters Score -247063.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 1656 members 
Entering Unmasked Estep 
Score: -247092.828125 Penalty: 3847.497314
	Iteration 17Q: 3 clusters Score -247092.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -247123.375000 Penalty: 3847.497314
	Iteration 18Q: 3 clusters Score -247123.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -247159.359375 Penalty: 3847.497314
	Iteration 19Q: 3 clusters Score -247159.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -247189.500000 Penalty: 3847.497314
	Iteration 20F: 3 clusters Score -247189.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -247213.625000 Penalty: 3847.497314
	Iteration 21Q: 3 clusters Score -247213.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -247232.140625 Penalty: 3847.497314
	Iteration 22Q: 3 clusters Score -247232.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -247259.734375 Penalty: 3847.497314
	Iteration 23Q: 3 clusters Score -247259.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -247309.062500 Penalty: 3847.497314
	Iteration 24Q: 3 clusters Score -247309.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -247391.515625 Penalty: 3847.497314
	Iteration 25Q: 3 clusters Score -247391.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -247477.062500 Penalty: 3847.497314
	Iteration 26Q: 3 clusters Score -247477.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -247511.046875 Penalty: 3847.497314
	Iteration 27Q: 3 clusters Score -247511 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -247516.203125 Penalty: 3847.497314
	Iteration 28Q: 3 clusters Score -247516.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -247524.718750 Penalty: 3847.497314
	Iteration 29Q: 3 clusters Score -247524.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -247528.078125 Penalty: 3847.497314
	Iteration 30Q: 3 clusters Score -247528.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -247534.640625 Penalty: 3847.497314
	Iteration 31Q: 3 clusters Score -247534.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -247540.171875 Penalty: 3847.497314
	Iteration 32Q: 3 clusters Score -247540.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -247549.125000 Penalty: 3847.497314
	Iteration 33Q: 3 clusters Score -247549.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -247555.203125 Penalty: 3847.497314
	Iteration 34Q: 3 clusters Score -247555.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -247556.843750 Penalty: 3847.497314
	Iteration 35Q: 3 clusters Score -247556.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -247556.843750 Penalty: 3847.497314
	Iteration 36F: 3 clusters Score -247556.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (12789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12789 members 
Entering Unmasked Estep 
Score: -1507042.000000 Penalty: 2345.172607
	Iteration 0F: 2 clusters Score -1507042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6394 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -1497622.500000 Penalty: 4690.345215
	Iteration 0F: 3 clusters Score -1497622 nChanged 5447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6481 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -1500529.375000 Penalty: 4690.345215
	Iteration 1F: 3 clusters Score -1500529 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 6232 members 
Entering Unmasked Estep 
Score: -1500932.125000 Penalty: 4690.345215
	Iteration 2F: 3 clusters Score -1500932 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1501254.125000 Penalty: 4690.345215
	Iteration 3F: 3 clusters Score -1501254 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -1501560.625000 Penalty: 4690.345215
	Iteration 4Q: 3 clusters Score -1501561 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1501921.375000 Penalty: 4690.345215
	Iteration 5Q: 3 clusters Score -1501921 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 5581 members 
Entering Unmasked Estep 
Score: -1502355.000000 Penalty: 4690.345215
	Iteration 6Q: 3 clusters Score -1502355 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7432 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -1502853.000000 Penalty: 4690.345215
	Iteration 7F: 3 clusters Score -1502853 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7671 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -1503437.375000 Penalty: 4690.345215
	Iteration 8F: 3 clusters Score -1503437 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 4888 members 
Entering Unmasked Estep 
Score: -1503997.875000 Penalty: 4690.345215
	Iteration 9F: 3 clusters Score -1503998 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1504296.750000 Penalty: 4690.345215
	Iteration 10Q: 3 clusters Score -1504297 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8185 members 
Mstep: Class 2 contains 4604 members 
Entering Unmasked Estep 
Score: -1504455.875000 Penalty: 4690.345215
	Iteration 11Q: 3 clusters Score -1504456 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8288 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -1504545.750000 Penalty: 4690.345215
	Iteration 12Q: 3 clusters Score -1504546 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1504597.000000 Penalty: 4690.345215
	Iteration 13Q: 3 clusters Score -1504597 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1504638.500000 Penalty: 4690.345215
	Iteration 14Q: 3 clusters Score -1504638 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1504658.750000 Penalty: 4690.345215
	Iteration 15Q: 3 clusters Score -1504659 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8501 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1504681.250000 Penalty: 4690.345215
	Iteration 16Q: 3 clusters Score -1504681 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1504687.500000 Penalty: 4690.345215
	Iteration 17Q: 3 clusters Score -1504688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8572 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1504695.750000 Penalty: 4690.345215
	Iteration 18Q: 3 clusters Score -1504696 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8598 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1504707.625000 Penalty: 4690.345215
	Iteration 19Q: 3 clusters Score -1504708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -1504717.625000 Penalty: 4690.345215
	Iteration 20F: 3 clusters Score -1504718 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -1504724.125000 Penalty: 4690.345215
	Iteration 21Q: 3 clusters Score -1504724 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1504722.375000 Penalty: 4690.345215
	Iteration 22Q: 3 clusters Score -1504722 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1504725.250000 Penalty: 4690.345215
	Iteration 23Q: 3 clusters Score -1504725 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8691 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -1504736.250000 Penalty: 4690.345215
	Iteration 24Q: 3 clusters Score -1504736 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 4082 members 
Entering Unmasked Estep 
Score: -1504737.375000 Penalty: 4690.345215
	Iteration 25Q: 3 clusters Score -1504737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -1504740.125000 Penalty: 4690.345215
	Iteration 26Q: 3 clusters Score -1504740 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1504745.500000 Penalty: 4690.345215
	Iteration 27Q: 3 clusters Score -1504746 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -1504748.750000 Penalty: 4690.345215
	Iteration 28Q: 3 clusters Score -1504749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1504748.875000 Penalty: 4690.345215
	Iteration 29Q: 3 clusters Score -1504749 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1504751.000000 Penalty: 4690.345215
	Iteration 30Q: 3 clusters Score -1504751 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -1504750.125000 Penalty: 4690.345215
	Iteration 31Q: 3 clusters Score -1504750 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1504755.000000 Penalty: 4690.345215
	Iteration 32Q: 3 clusters Score -1504755 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1504754.375000 Penalty: 4690.345215
	Iteration 33Q: 3 clusters Score -1504754 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8779 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1504755.125000 Penalty: 4690.345215
	Iteration 34Q: 3 clusters Score -1504755 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1504757.000000 Penalty: 4690.345215
	Iteration 35Q: 3 clusters Score -1504757 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8796 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1504753.375000 Penalty: 4690.345215
	Iteration 36Q: 3 clusters Score -1504753 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1504753.000000 Penalty: 4690.345215
	Iteration 37Q: 3 clusters Score -1504753 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8813 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1504756.875000 Penalty: 4690.345215
	Iteration 38Q: 3 clusters Score -1504757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1504759.375000 Penalty: 4690.345215
	Iteration 39Q: 3 clusters Score -1504759 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1504760.875000 Penalty: 4690.345215
	Iteration 40F: 3 clusters Score -1504761 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 3965 members 
Entering Unmasked Estep 
Score: -1504762.125000 Penalty: 4690.345215
	Iteration 41Q: 3 clusters Score -1504762 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8828 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -1504762.250000 Penalty: 4690.345215
	Iteration 42Q: 3 clusters Score -1504762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1504766.250000 Penalty: 4690.345215
	Iteration 43Q: 3 clusters Score -1504766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -1504766.000000 Penalty: 4690.345215
	Iteration 44Q: 3 clusters Score -1504766 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1504764.500000 Penalty: 4690.345215
	Iteration 45Q: 3 clusters Score -1504764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -1504763.875000 Penalty: 4690.345215
	Iteration 46Q: 3 clusters Score -1504764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1504766.750000 Penalty: 4690.345215
	Iteration 47Q: 3 clusters Score -1504767 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -1504768.000000 Penalty: 4690.345215
	Iteration 48Q: 3 clusters Score -1504768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8867 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -1504766.625000 Penalty: 4690.345215
	Iteration 49Q: 3 clusters Score -1504767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 3916 members 
Entering Unmasked Estep 
Score: -1504770.375000 Penalty: 4690.345215
	Iteration 50Q: 3 clusters Score -1504770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -1504767.250000 Penalty: 4690.345215
	Iteration 51Q: 3 clusters Score -1504767 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 3907 members 
Entering Unmasked Estep 
Score: -1504768.125000 Penalty: 4690.345215
	Iteration 52Q: 3 clusters Score -1504768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1504774.125000 Penalty: 4690.345215
	Iteration 53Q: 3 clusters Score -1504774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1504774.125000 Penalty: 4690.345215
	Iteration 54Q: 3 clusters Score -1504774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 3895 members 
Entering Unmasked Estep 
Score: -1504773.375000 Penalty: 4690.345215
	Iteration 55Q: 3 clusters Score -1504773 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 3890 members 
Entering Unmasked Estep 
Score: -1504775.000000 Penalty: 4690.345215
	Iteration 56Q: 3 clusters Score -1504775 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1504775.000000 Penalty: 4690.345215
	Iteration 57Q: 3 clusters Score -1504775 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1504776.625000 Penalty: 4690.345215
	Iteration 58Q: 3 clusters Score -1504777 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8920 members 
Mstep: Class 2 contains 3869 members 
Entering Unmasked Estep 
Score: -1504777.000000 Penalty: 4690.345215
	Iteration 59Q: 3 clusters Score -1504777 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -1504778.000000 Penalty: 4690.345215
	Iteration 60F: 3 clusters Score -1504778 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1504778.875000 Penalty: 4690.345215
	Iteration 61Q: 3 clusters Score -1504779 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1504775.375000 Penalty: 4690.345215
	Iteration 62Q: 3 clusters Score -1504775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8935 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -1504775.375000 Penalty: 4690.345215
	Iteration 63F: 3 clusters Score -1504775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (26228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Entering Unmasked Estep 
Score: -3134007.750000 Penalty: 2523.296387
	Iteration 0F: 2 clusters Score -3134008 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 13205 members 
Entering Unmasked Estep 
Score: -3115672.750000 Penalty: 5046.592773
	Iteration 0F: 3 clusters Score -3115673 nChanged 11913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12374 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -3122088.000000 Penalty: 5046.592773
	Iteration 1F: 3 clusters Score -3122088 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -3122691.250000 Penalty: 5046.592773
	Iteration 2F: 3 clusters Score -3122691 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -3123367.500000 Penalty: 5046.592773
	Iteration 3F: 3 clusters Score -3123368 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10657 members 
Mstep: Class 2 contains 15571 members 
Entering Unmasked Estep 
Score: -3124171.250000 Penalty: 5046.592773
	Iteration 4F: 3 clusters Score -3124171 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 16585 members 
Entering Unmasked Estep 
Score: -3125223.750000 Penalty: 5046.592773
	Iteration 5F: 3 clusters Score -3125224 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -3126486.750000 Penalty: 5046.592773
	Iteration 6F: 3 clusters Score -3126487 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6978 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -3127985.000000 Penalty: 5046.592773
	Iteration 7F: 3 clusters Score -3127985 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5671 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -3129468.250000 Penalty: 5046.592773
	Iteration 8F: 3 clusters Score -3129468 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4723 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -3130669.500000 Penalty: 5046.592773
	Iteration 9Q: 3 clusters Score -3130670 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 22063 members 
Entering Unmasked Estep 
Score: -3131318.250000 Penalty: 5046.592773
	Iteration 10Q: 3 clusters Score -3131318 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3813 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3131583.000000 Penalty: 5046.592773
	Iteration 11Q: 3 clusters Score -3131583 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 22685 members 
Entering Unmasked Estep 
Score: -3131740.000000 Penalty: 5046.592773
	Iteration 12Q: 3 clusters Score -3131740 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -3131877.000000 Penalty: 5046.592773
	Iteration 13Q: 3 clusters Score -3131877 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -3131957.500000 Penalty: 5046.592773
	Iteration 14Q: 3 clusters Score -3131958 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -3132034.750000 Penalty: 5046.592773
	Iteration 15Q: 3 clusters Score -3132035 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -3132085.250000 Penalty: 5046.592773
	Iteration 16Q: 3 clusters Score -3132085 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 23435 members 
Entering Unmasked Estep 
Score: -3132105.000000 Penalty: 5046.592773
	Iteration 17Q: 3 clusters Score -3132105 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 23511 members 
Entering Unmasked Estep 
Score: -3132147.500000 Penalty: 5046.592773
	Iteration 18Q: 3 clusters Score -3132148 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -3132160.750000 Penalty: 5046.592773
	Iteration 19Q: 3 clusters Score -3132161 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -3132181.750000 Penalty: 5046.592773
	Iteration 20F: 3 clusters Score -3132182 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 23671 members 
Entering Unmasked Estep 
Score: -3132189.500000 Penalty: 5046.592773
	Iteration 21Q: 3 clusters Score -3132190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -3132206.750000 Penalty: 5046.592773
	Iteration 22Q: 3 clusters Score -3132207 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -3132226.250000 Penalty: 5046.592773
	Iteration 23Q: 3 clusters Score -3132226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -3132248.500000 Penalty: 5046.592773
	Iteration 24Q: 3 clusters Score -3132248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 23836 members 
Entering Unmasked Estep 
Score: -3132250.000000 Penalty: 5046.592773
	Iteration 25Q: 3 clusters Score -3132250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -3132250.500000 Penalty: 5046.592773
	Iteration 26Q: 3 clusters Score -3132250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 23898 members 
Entering Unmasked Estep 
Score: -3132259.250000 Penalty: 5046.592773
	Iteration 27Q: 3 clusters Score -3132259 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -3132274.000000 Penalty: 5046.592773
	Iteration 28Q: 3 clusters Score -3132274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 23943 members 
Entering Unmasked Estep 
Score: -3132273.750000 Penalty: 5046.592773
	Iteration 29Q: 3 clusters Score -3132274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 23962 members 
Entering Unmasked Estep 
Score: -3132279.000000 Penalty: 5046.592773
	Iteration 30Q: 3 clusters Score -3132279 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -3132285.000000 Penalty: 5046.592773
	Iteration 31Q: 3 clusters Score -3132285 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -3132286.250000 Penalty: 5046.592773
	Iteration 32Q: 3 clusters Score -3132286 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -3132293.500000 Penalty: 5046.592773
	Iteration 33Q: 3 clusters Score -3132294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 24032 members 
Entering Unmasked Estep 
Score: -3132290.500000 Penalty: 5046.592773
	Iteration 34Q: 3 clusters Score -3132290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -3132290.750000 Penalty: 5046.592773
	Iteration 35Q: 3 clusters Score -3132291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -3132291.000000 Penalty: 5046.592773
	Iteration 36Q: 3 clusters Score -3132291 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 24052 members 
Entering Unmasked Estep 
Score: -3132298.250000 Penalty: 5046.592773
	Iteration 37Q: 3 clusters Score -3132298 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -3132293.000000 Penalty: 5046.592773
	Iteration 38Q: 3 clusters Score -3132293 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -3132299.500000 Penalty: 5046.592773
	Iteration 39Q: 3 clusters Score -3132300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 24075 members 
Entering Unmasked Estep 
Score: -3132306.250000 Penalty: 5046.592773
	Iteration 40F: 3 clusters Score -3132306 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -3132307.500000 Penalty: 5046.592773
	Iteration 41Q: 3 clusters Score -3132308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -3132308.500000 Penalty: 5046.592773
	Iteration 42Q: 3 clusters Score -3132308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 24095 members 
Entering Unmasked Estep 
Score: -3132307.500000 Penalty: 5046.592773
	Iteration 43Q: 3 clusters Score -3132308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 24099 members 
Entering Unmasked Estep 
Score: -3132308.000000 Penalty: 5046.592773
	Iteration 44Q: 3 clusters Score -3132308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -3132306.750000 Penalty: 5046.592773
	Iteration 45Q: 3 clusters Score -3132307 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -3132304.000000 Penalty: 5046.592773
	Iteration 46Q: 3 clusters Score -3132304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -3132312.500000 Penalty: 5046.592773
	Iteration 47Q: 3 clusters Score -3132312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -3132309.750000 Penalty: 5046.592773
	Iteration 48Q: 3 clusters Score -3132310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 24114 members 
Entering Unmasked Estep 
Score: -3132311.750000 Penalty: 5046.592773
	Iteration 49Q: 3 clusters Score -3132312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 24117 members 
Entering Unmasked Estep 
Score: -3132311.500000 Penalty: 5046.592773
	Iteration 50Q: 3 clusters Score -3132312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -3132311.250000 Penalty: 5046.592773
	Iteration 51Q: 3 clusters Score -3132311 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -3132311.250000 Penalty: 5046.592773
	Iteration 52Q: 3 clusters Score -3132311 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -3132315.750000 Penalty: 5046.592773
	Iteration 53Q: 3 clusters Score -3132316 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -3132317.000000 Penalty: 5046.592773
	Iteration 54Q: 3 clusters Score -3132317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -3132321.000000 Penalty: 5046.592773
	Iteration 55Q: 3 clusters Score -3132321 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -3132320.500000 Penalty: 5046.592773
	Iteration 56Q: 3 clusters Score -3132320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -3132323.250000 Penalty: 5046.592773
	Iteration 57Q: 3 clusters Score -3132323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 24174 members 
Entering Unmasked Estep 
Score: -3132325.250000 Penalty: 5046.592773
	Iteration 58Q: 3 clusters Score -3132325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 24179 members 
Entering Unmasked Estep 
Score: -3132325.250000 Penalty: 5046.592773
	Iteration 59Q: 3 clusters Score -3132325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -3132323.750000 Penalty: 5046.592773
	Iteration 60F: 3 clusters Score -3132324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 24189 members 
Entering Unmasked Estep 
Score: -3132322.000000 Penalty: 5046.592773
	Iteration 61Q: 3 clusters Score -3132322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -3132324.500000 Penalty: 5046.592773
	Iteration 62Q: 3 clusters Score -3132324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 24198 members 
Entering Unmasked Estep 
Score: -3132326.750000 Penalty: 5046.592773
	Iteration 63Q: 3 clusters Score -3132327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -3132328.250000 Penalty: 5046.592773
	Iteration 64Q: 3 clusters Score -3132328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -3132327.000000 Penalty: 5046.592773
	Iteration 65Q: 3 clusters Score -3132327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3132327.500000 Penalty: 5046.592773
	Iteration 66Q: 3 clusters Score -3132328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -3132327.500000 Penalty: 5046.592773
	Iteration 67F: 3 clusters Score -3132328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (211720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211720 members 
Entering Unmasked Estep 
Score: -24934506.000000 Penalty: 3041.228760
	Iteration 0F: 2 clusters Score -2.493451e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105711 members 
Mstep: Class 2 contains 106009 members 
Entering Unmasked Estep 
Score: -24797066.000000 Penalty: 6082.457520
	Iteration 0F: 3 clusters Score -2.479707e+07 nChanged 101885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104352 members 
Mstep: Class 2 contains 107368 members 
Entering Unmasked Estep 
Score: -24856502.000000 Penalty: 6082.457520
	Iteration 1F: 3 clusters Score -2.48565e+07 nChanged 6256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103300 members 
Mstep: Class 2 contains 108420 members 
Entering Unmasked Estep 
Score: -24857948.000000 Penalty: 6082.457520
	Iteration 2Q: 3 clusters Score -2.485795e+07 nChanged 6836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101562 members 
Mstep: Class 2 contains 110158 members 
Entering Unmasked Estep 
Score: -24860066.000000 Penalty: 6082.457520
	Iteration 3Q: 3 clusters Score -2.486007e+07 nChanged 7894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99024 members 
Mstep: Class 2 contains 112696 members 
Entering Unmasked Estep 
Score: -24862844.000000 Penalty: 6082.457520
	Iteration 4Q: 3 clusters Score -2.486284e+07 nChanged 8937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95719 members 
Mstep: Class 2 contains 116001 members 
Entering Unmasked Estep 
Score: -24867128.000000 Penalty: 6082.457520
	Iteration 5Q: 3 clusters Score -2.486713e+07 nChanged 10239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91694 members 
Mstep: Class 2 contains 120026 members 
Entering Unmasked Estep 
Score: -24872122.000000 Penalty: 6082.457520
	Iteration 6Q: 3 clusters Score -2.487212e+07 nChanged 11341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86755 members 
Mstep: Class 2 contains 124965 members 
Entering Unmasked Estep 
Score: -24878384.000000 Penalty: 6082.457520
	Iteration 7F: 3 clusters Score -2.487838e+07 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81330 members 
Mstep: Class 2 contains 130390 members 
Entering Unmasked Estep 
Score: -24886260.000000 Penalty: 6082.457520
	Iteration 8F: 3 clusters Score -2.488626e+07 nChanged 12290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75888 members 
Mstep: Class 2 contains 135832 members 
Entering Unmasked Estep 
Score: -24893932.000000 Penalty: 6082.457520
	Iteration 9F: 3 clusters Score -2.489393e+07 nChanged 11168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70916 members 
Mstep: Class 2 contains 140804 members 
Entering Unmasked Estep 
Score: -24900676.000000 Penalty: 6082.457520
	Iteration 10F: 3 clusters Score -2.490068e+07 nChanged 9355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66625 members 
Mstep: Class 2 contains 145095 members 
Entering Unmasked Estep 
Score: -24905612.000000 Penalty: 6082.457520
	Iteration 11Q: 3 clusters Score -2.490561e+07 nChanged 7154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62807 members 
Mstep: Class 2 contains 148913 members 
Entering Unmasked Estep 
Score: -24908336.000000 Penalty: 6082.457520
	Iteration 12Q: 3 clusters Score -2.490834e+07 nChanged 5387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59254 members 
Mstep: Class 2 contains 152466 members 
Entering Unmasked Estep 
Score: -24910272.000000 Penalty: 6082.457520
	Iteration 13Q: 3 clusters Score -2.491027e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55719 members 
Mstep: Class 2 contains 156001 members 
Entering Unmasked Estep 
Score: -24911618.000000 Penalty: 6082.457520
	Iteration 14Q: 3 clusters Score -2.491162e+07 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52173 members 
Mstep: Class 2 contains 159547 members 
Entering Unmasked Estep 
Score: -24912902.000000 Penalty: 6082.457520
	Iteration 15Q: 3 clusters Score -2.49129e+07 nChanged 3639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48624 members 
Mstep: Class 2 contains 163096 members 
Entering Unmasked Estep 
Score: -24914150.000000 Penalty: 6082.457520
	Iteration 16Q: 3 clusters Score -2.491415e+07 nChanged 3521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45171 members 
Mstep: Class 2 contains 166549 members 
Entering Unmasked Estep 
Score: -24915248.000000 Penalty: 6082.457520
	Iteration 17Q: 3 clusters Score -2.491525e+07 nChanged 3451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41756 members 
Mstep: Class 2 contains 169964 members 
Entering Unmasked Estep 
Score: -24916620.000000 Penalty: 6082.457520
	Iteration 18Q: 3 clusters Score -2.491662e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38326 members 
Mstep: Class 2 contains 173394 members 
Entering Unmasked Estep 
Score: -24918094.000000 Penalty: 6082.457520
	Iteration 19Q: 3 clusters Score -2.491809e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34989 members 
Mstep: Class 2 contains 176731 members 
Entering Unmasked Estep 
Score: -24919470.000000 Penalty: 6082.457520
	Iteration 20F: 3 clusters Score -2.491947e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31672 members 
Mstep: Class 2 contains 180048 members 
Entering Unmasked Estep 
Score: -24921154.000000 Penalty: 6082.457520
	Iteration 21Q: 3 clusters Score -2.492115e+07 nChanged 3230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 183184 members 
Entering Unmasked Estep 
Score: -24922656.000000 Penalty: 6082.457520
	Iteration 22Q: 3 clusters Score -2.492266e+07 nChanged 2990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 186084 members 
Entering Unmasked Estep 
Score: -24924074.000000 Penalty: 6082.457520
	Iteration 23Q: 3 clusters Score -2.492407e+07 nChanged 2734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 188740 members 
Entering Unmasked Estep 
Score: -24925342.000000 Penalty: 6082.457520
	Iteration 24Q: 3 clusters Score -2.492534e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 191057 members 
Entering Unmasked Estep 
Score: -24926464.000000 Penalty: 6082.457520
	Iteration 25Q: 3 clusters Score -2.492646e+07 nChanged 2170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 193169 members 
Entering Unmasked Estep 
Score: -24927304.000000 Penalty: 6082.457520
	Iteration 26Q: 3 clusters Score -2.49273e+07 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 195077 members 
Entering Unmasked Estep 
Score: -24928014.000000 Penalty: 6082.457520
	Iteration 27Q: 3 clusters Score -2.492801e+07 nChanged 1791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14880 members 
Mstep: Class 2 contains 196840 members 
Entering Unmasked Estep 
Score: -24928632.000000 Penalty: 6082.457520
	Iteration 28Q: 3 clusters Score -2.492863e+07 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 198468 members 
Entering Unmasked Estep 
Score: -24929258.000000 Penalty: 6082.457520
	Iteration 29Q: 3 clusters Score -2.492926e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 199992 members 
Entering Unmasked Estep 
Score: -24929740.000000 Penalty: 6082.457520
	Iteration 30Q: 3 clusters Score -2.492974e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10406 members 
Mstep: Class 2 contains 201314 members 
Entering Unmasked Estep 
Score: -24930134.000000 Penalty: 6082.457520
	Iteration 31Q: 3 clusters Score -2.493013e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 202404 members 
Entering Unmasked Estep 
Score: -24930512.000000 Penalty: 6082.457520
	Iteration 32Q: 3 clusters Score -2.493051e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 203366 members 
Entering Unmasked Estep 
Score: -24930912.000000 Penalty: 6082.457520
	Iteration 33Q: 3 clusters Score -2.493091e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 204224 members 
Entering Unmasked Estep 
Score: -24931204.000000 Penalty: 6082.457520
	Iteration 34Q: 3 clusters Score -2.49312e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 204955 members 
Entering Unmasked Estep 
Score: -24931470.000000 Penalty: 6082.457520
	Iteration 35Q: 3 clusters Score -2.493147e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 205623 members 
Entering Unmasked Estep 
Score: -24931642.000000 Penalty: 6082.457520
	Iteration 36Q: 3 clusters Score -2.493164e+07 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 206200 members 
Entering Unmasked Estep 
Score: -24931872.000000 Penalty: 6082.457520
	Iteration 37Q: 3 clusters Score -2.493187e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 206712 members 
Entering Unmasked Estep 
Score: -24931998.000000 Penalty: 6082.457520
	Iteration 38Q: 3 clusters Score -2.4932e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 207177 members 
Entering Unmasked Estep 
Score: -24932082.000000 Penalty: 6082.457520
	Iteration 39Q: 3 clusters Score -2.493208e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 207574 members 
Entering Unmasked Estep 
Score: -24932226.000000 Penalty: 6082.457520
	Iteration 40F: 3 clusters Score -2.493223e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 207896 members 
Entering Unmasked Estep 
Score: -24932376.000000 Penalty: 6082.457520
	Iteration 41Q: 3 clusters Score -2.493238e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3563 members 
Mstep: Class 2 contains 208157 members 
Entering Unmasked Estep 
Score: -24932510.000000 Penalty: 6082.457520
	Iteration 42Q: 3 clusters Score -2.493251e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 208359 members 
Entering Unmasked Estep 
Score: -24932632.000000 Penalty: 6082.457520
	Iteration 43Q: 3 clusters Score -2.493263e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 208510 members 
Entering Unmasked Estep 
Score: -24932674.000000 Penalty: 6082.457520
	Iteration 44Q: 3 clusters Score -2.493267e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 208637 members 
Entering Unmasked Estep 
Score: -24932712.000000 Penalty: 6082.457520
	Iteration 45Q: 3 clusters Score -2.493271e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 208759 members 
Entering Unmasked Estep 
Score: -24932736.000000 Penalty: 6082.457520
	Iteration 46Q: 3 clusters Score -2.493274e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 208858 members 
Entering Unmasked Estep 
Score: -24932768.000000 Penalty: 6082.457520
	Iteration 47Q: 3 clusters Score -2.493277e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 208919 members 
Entering Unmasked Estep 
Score: -24932768.000000 Penalty: 6082.457520
	Iteration 48Q: 3 clusters Score -2.493277e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 208981 members 
Entering Unmasked Estep 
Score: -24932818.000000 Penalty: 6082.457520
	Iteration 49Q: 3 clusters Score -2.493282e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 209029 members 
Entering Unmasked Estep 
Score: -24932858.000000 Penalty: 6082.457520
	Iteration 50Q: 3 clusters Score -2.493286e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 209069 members 
Entering Unmasked Estep 
Score: -24932872.000000 Penalty: 6082.457520
	Iteration 51Q: 3 clusters Score -2.493287e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 209093 members 
Entering Unmasked Estep 
Score: -24932944.000000 Penalty: 6082.457520
	Iteration 52Q: 3 clusters Score -2.493294e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 209113 members 
Entering Unmasked Estep 
Score: -24932950.000000 Penalty: 6082.457520
	Iteration 53Q: 3 clusters Score -2.493295e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 209137 members 
Entering Unmasked Estep 
Score: -24932956.000000 Penalty: 6082.457520
	Iteration 54Q: 3 clusters Score -2.493296e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 209156 members 
Entering Unmasked Estep 
Score: -24932952.000000 Penalty: 6082.457520
	Iteration 55Q: 3 clusters Score -2.493295e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 209178 members 
Entering Unmasked Estep 
Score: -24933032.000000 Penalty: 6082.457520
	Iteration 56Q: 3 clusters Score -2.493303e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 209204 members 
Entering Unmasked Estep 
Score: -24933062.000000 Penalty: 6082.457520
	Iteration 57Q: 3 clusters Score -2.493306e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 209229 members 
Entering Unmasked Estep 
Score: -24933082.000000 Penalty: 6082.457520
	Iteration 58Q: 3 clusters Score -2.493308e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 209267 members 
Entering Unmasked Estep 
Score: -24933102.000000 Penalty: 6082.457520
	Iteration 59Q: 3 clusters Score -2.49331e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 209301 members 
Entering Unmasked Estep 
Score: -24933078.000000 Penalty: 6082.457520
	Iteration 60F: 3 clusters Score -2.493308e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 209325 members 
Entering Unmasked Estep 
Score: -24933076.000000 Penalty: 6082.457520
	Iteration 61Q: 3 clusters Score -2.493308e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 209351 members 
Entering Unmasked Estep 
Score: -24933138.000000 Penalty: 6082.457520
	Iteration 62Q: 3 clusters Score -2.493314e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 209373 members 
Entering Unmasked Estep 
Score: -24933198.000000 Penalty: 6082.457520
	Iteration 63Q: 3 clusters Score -2.49332e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 209397 members 
Entering Unmasked Estep 
Score: -24933232.000000 Penalty: 6082.457520
	Iteration 64Q: 3 clusters Score -2.493323e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 209420 members 
Entering Unmasked Estep 
Score: -24933272.000000 Penalty: 6082.457520
	Iteration 65Q: 3 clusters Score -2.493327e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 209428 members 
Entering Unmasked Estep 
Score: -24933300.000000 Penalty: 6082.457520
	Iteration 66Q: 3 clusters Score -2.49333e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 209432 members 
Entering Unmasked Estep 
Score: -24933332.000000 Penalty: 6082.457520
	Iteration 67Q: 3 clusters Score -2.493333e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 209439 members 
Entering Unmasked Estep 
Score: -24933370.000000 Penalty: 6082.457520
	Iteration 68Q: 3 clusters Score -2.493337e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 209433 members 
Entering Unmasked Estep 
Score: -24933422.000000 Penalty: 6082.457520
	Iteration 69Q: 3 clusters Score -2.493342e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 209433 members 
Entering Unmasked Estep 
Score: -24933490.000000 Penalty: 6082.457520
	Iteration 70Q: 3 clusters Score -2.493349e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 209444 members 
Entering Unmasked Estep 
Score: -24933468.000000 Penalty: 6082.457520
	Iteration 71Q: 3 clusters Score -2.493347e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 209449 members 
Entering Unmasked Estep 
Score: -24933536.000000 Penalty: 6082.457520
	Iteration 72Q: 3 clusters Score -2.493354e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 209462 members 
Entering Unmasked Estep 
Score: -24933578.000000 Penalty: 6082.457520
	Iteration 73Q: 3 clusters Score -2.493358e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 209468 members 
Entering Unmasked Estep 
Score: -24933622.000000 Penalty: 6082.457520
	Iteration 74Q: 3 clusters Score -2.493362e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 209470 members 
Entering Unmasked Estep 
Score: -24933628.000000 Penalty: 6082.457520
	Iteration 75Q: 3 clusters Score -2.493363e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 209469 members 
Entering Unmasked Estep 
Score: -24933676.000000 Penalty: 6082.457520
	Iteration 76Q: 3 clusters Score -2.493368e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 209482 members 
Entering Unmasked Estep 
Score: -24933714.000000 Penalty: 6082.457520
	Iteration 77Q: 3 clusters Score -2.493371e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2232 members 
Mstep: Class 2 contains 209488 members 
Entering Unmasked Estep 
Score: -24933724.000000 Penalty: 6082.457520
	Iteration 78Q: 3 clusters Score -2.493372e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 209491 members 
Entering Unmasked Estep 
Score: -24933734.000000 Penalty: 6082.457520
	Iteration 79Q: 3 clusters Score -2.493373e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 209490 members 
Entering Unmasked Estep 
Score: -24933760.000000 Penalty: 6082.457520
	Iteration 80F: 3 clusters Score -2.493376e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 209457 members 
Entering Unmasked Estep 
Score: -24933818.000000 Penalty: 6082.457520
	Iteration 81Q: 3 clusters Score -2.493382e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 209410 members 
Entering Unmasked Estep 
Score: -24933840.000000 Penalty: 6082.457520
	Iteration 82Q: 3 clusters Score -2.493384e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 209381 members 
Entering Unmasked Estep 
Score: -24933890.000000 Penalty: 6082.457520
	Iteration 83Q: 3 clusters Score -2.493389e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 209363 members 
Entering Unmasked Estep 
Score: -24933940.000000 Penalty: 6082.457520
	Iteration 84Q: 3 clusters Score -2.493394e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 209349 members 
Entering Unmasked Estep 
Score: -24933928.000000 Penalty: 6082.457520
	Iteration 85Q: 3 clusters Score -2.493393e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2386 members 
Mstep: Class 2 contains 209334 members 
Entering Unmasked Estep 
Score: -24933958.000000 Penalty: 6082.457520
	Iteration 86Q: 3 clusters Score -2.493396e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 209307 members 
Entering Unmasked Estep 
Score: -24933986.000000 Penalty: 6082.457520
	Iteration 87Q: 3 clusters Score -2.493399e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 209307 members 
Entering Unmasked Estep 
Score: -24933972.000000 Penalty: 6082.457520
	Iteration 88Q: 3 clusters Score -2.493397e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 209302 members 
Entering Unmasked Estep 
Score: -24933968.000000 Penalty: 6082.457520
	Iteration 89Q: 3 clusters Score -2.493397e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 209303 members 
Entering Unmasked Estep 
Score: -24933960.000000 Penalty: 6082.457520
	Iteration 90Q: 3 clusters Score -2.493396e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 209299 members 
Entering Unmasked Estep 
Score: -24933986.000000 Penalty: 6082.457520
	Iteration 91Q: 3 clusters Score -2.493399e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 209301 members 
Entering Unmasked Estep 
Score: -24933978.000000 Penalty: 6082.457520
	Iteration 92Q: 3 clusters Score -2.493398e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 209306 members 
Entering Unmasked Estep 
Score: -24933988.000000 Penalty: 6082.457520
	Iteration 93Q: 3 clusters Score -2.493399e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 209306 members 
Entering Unmasked Estep 
Score: -24933978.000000 Penalty: 6082.457520
	Iteration 94Q: 3 clusters Score -2.493398e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 209299 members 
Entering Unmasked Estep 
Score: -24934004.000000 Penalty: 6082.457520
	Iteration 95Q: 3 clusters Score -2.4934e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 209294 members 
Entering Unmasked Estep 
Score: -24933980.000000 Penalty: 6082.457520
	Iteration 96Q: 3 clusters Score -2.493398e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 209292 members 
Entering Unmasked Estep 
Score: -24933978.000000 Penalty: 6082.457520
	Iteration 97Q: 3 clusters Score -2.493398e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 209293 members 
Entering Unmasked Estep 
Score: -24933990.000000 Penalty: 6082.457520
	Iteration 98Q: 3 clusters Score -2.493399e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 209291 members 
Entering Unmasked Estep 
Score: -24934002.000000 Penalty: 6082.457520
	Iteration 99Q: 3 clusters Score -2.4934e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 209293 members 
Entering Unmasked Estep 
Score: -24934018.000000 Penalty: 6082.457520
	Iteration 100F: 3 clusters Score -2.493402e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 209289 members 
Entering Unmasked Estep 
Score: -24934016.000000 Penalty: 6082.457520
	Iteration 101Q: 3 clusters Score -2.493402e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 209282 members 
Entering Unmasked Estep 
Score: -24934034.000000 Penalty: 6082.457520
	Iteration 102Q: 3 clusters Score -2.493403e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 209281 members 
Entering Unmasked Estep 
Score: -24934012.000000 Penalty: 6082.457520
	Iteration 103Q: 3 clusters Score -2.493401e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 209281 members 
Entering Unmasked Estep 
Score: -24934036.000000 Penalty: 6082.457520
	Iteration 104Q: 3 clusters Score -2.493404e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 209284 members 
Entering Unmasked Estep 
Score: -24934072.000000 Penalty: 6082.457520
	Iteration 105Q: 3 clusters Score -2.493407e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 209291 members 
Entering Unmasked Estep 
Score: -24934082.000000 Penalty: 6082.457520
	Iteration 106Q: 3 clusters Score -2.493408e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 209291 members 
Entering Unmasked Estep 
Score: -24934098.000000 Penalty: 6082.457520
	Iteration 107Q: 3 clusters Score -2.49341e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 209288 members 
Entering Unmasked Estep 
Score: -24934068.000000 Penalty: 6082.457520
	Iteration 108Q: 3 clusters Score -2.493407e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 209288 members 
Entering Unmasked Estep 
Score: -24934050.000000 Penalty: 6082.457520
	Iteration 109Q: 3 clusters Score -2.493405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 209290 members 
Entering Unmasked Estep 
Score: -24934050.000000 Penalty: 6082.457520
	Iteration 110Q: 3 clusters Score -2.493405e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 209290 members 
Entering Unmasked Estep 
Score: -24934036.000000 Penalty: 6082.457520
	Iteration 111Q: 3 clusters Score -2.493404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 209290 members 
Entering Unmasked Estep 
Score: -24934046.000000 Penalty: 6082.457520
	Iteration 112Q: 3 clusters Score -2.493405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 209288 members 
Entering Unmasked Estep 
Score: -24934058.000000 Penalty: 6082.457520
	Iteration 113Q: 3 clusters Score -2.493406e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 209283 members 
Entering Unmasked Estep 
Score: -24934064.000000 Penalty: 6082.457520
	Iteration 114Q: 3 clusters Score -2.493406e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 209275 members 
Entering Unmasked Estep 
Score: -24934066.000000 Penalty: 6082.457520
	Iteration 115Q: 3 clusters Score -2.493407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 209272 members 
Entering Unmasked Estep 
Score: -24934080.000000 Penalty: 6082.457520
	Iteration 116Q: 3 clusters Score -2.493408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 209270 members 
Entering Unmasked Estep 
Score: -24934086.000000 Penalty: 6082.457520
	Iteration 117Q: 3 clusters Score -2.493409e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 209269 members 
Entering Unmasked Estep 
Score: -24934076.000000 Penalty: 6082.457520
	Iteration 118Q: 3 clusters Score -2.493408e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 209268 members 
Entering Unmasked Estep 
Score: -24934066.000000 Penalty: 6082.457520
	Iteration 119Q: 3 clusters Score -2.493407e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 209269 members 
Entering Unmasked Estep 
Score: -24934084.000000 Penalty: 6082.457520
	Iteration 120F: 3 clusters Score -2.493408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 209268 members 
Entering Unmasked Estep 
Score: -24934080.000000 Penalty: 6082.457520
	Iteration 121Q: 3 clusters Score -2.493408e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 209268 members 
Entering Unmasked Estep 
Score: -24934080.000000 Penalty: 6082.457520
	Iteration 122F: 3 clusters Score -2.493408e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Entering Unmasked Estep 
Score: -193879.093750 Penalty: 1941.056885
	Iteration 0F: 2 clusters Score -193879.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -191004.531250 Penalty: 3882.113770
	Iteration 0F: 3 clusters Score -191004.5 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -191906.015625 Penalty: 3882.113770
	Iteration 1F: 3 clusters Score -191906 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -192640.765625 Penalty: 3882.113770
	Iteration 2F: 3 clusters Score -192640.8 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -193351.046875 Penalty: 3882.113770
	Iteration 3F: 3 clusters Score -193351 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -193794.578125 Penalty: 3882.113770
	Iteration 4F: 3 clusters Score -193794.6 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -193982.671875 Penalty: 3882.113770
	Iteration 5F: 3 clusters Score -193982.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -194072.062500 Penalty: 3882.113770
	Iteration 6Q: 3 clusters Score -194072.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -194133.609375 Penalty: 3882.113770
	Iteration 7Q: 3 clusters Score -194133.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -194158.156250 Penalty: 3882.113770
	Iteration 8Q: 3 clusters Score -194158.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -194173.968750 Penalty: 3882.113770
	Iteration 9Q: 3 clusters Score -194174 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -194183.562500 Penalty: 3882.113770
	Iteration 10Q: 3 clusters Score -194183.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -194190.515625 Penalty: 3882.113770
	Iteration 11Q: 3 clusters Score -194190.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -194196.281250 Penalty: 3882.113770
	Iteration 12Q: 3 clusters Score -194196.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -194200.250000 Penalty: 3882.113770
	Iteration 13Q: 3 clusters Score -194200.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -194202.718750 Penalty: 3882.113770
	Iteration 14Q: 3 clusters Score -194202.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -194203.250000 Penalty: 3882.113770
	Iteration 15Q: 3 clusters Score -194203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -194203.250000 Penalty: 3882.113770
	Iteration 16F: 3 clusters Score -194203.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 1171 members 
Mstep: Class 3 contains 213032 members 
Mstep: Class 4 contains 10902 members 
Mstep: Class 5 contains 21006 members 
Mstep: Class 6 contains 76690 members 
Mstep: Class 7 contains 56151 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 301472 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12789 members 
Mstep: Class 13 contains 26228 members 
Mstep: Class 14 contains 211720 members 
Mstep: Class 15 contains 1336 members 
Mstep: Class 16 contains 23848 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 18960 members 
Mstep: Class 19 contains 242595 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 8614 members 
Mstep: Class 24 contains 83680 members 
Mstep: Class 25 contains 12584 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10027 members 
Entering Unmasked Estep 
Score: -161419808.000000 Penalty: 98363.328125
Splitting cluster 15 changes total score from -161420784.000000 to -161419808.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (23848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Entering Unmasked Estep 
Score: -2862194.500000 Penalty: 2499.704834
	Iteration 0F: 2 clusters Score -2862194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 11983 members 
Entering Unmasked Estep 
Score: -2845641.500000 Penalty: 4999.409668
	Iteration 0F: 3 clusters Score -2845642 nChanged 10619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 12604 members 
Entering Unmasked Estep 
Score: -2851382.750000 Penalty: 4999.409668
	Iteration 1F: 3 clusters Score -2851383 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -2851802.250000 Penalty: 4999.409668
	Iteration 2F: 3 clusters Score -2851802 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -2852222.000000 Penalty: 4999.409668
	Iteration 3Q: 3 clusters Score -2852222 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 13784 members 
Entering Unmasked Estep 
Score: -2852743.750000 Penalty: 4999.409668
	Iteration 4Q: 3 clusters Score -2852744 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 14435 members 
Entering Unmasked Estep 
Score: -2853463.750000 Penalty: 4999.409668
	Iteration 5F: 3 clusters Score -2853464 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -2854407.500000 Penalty: 4999.409668
	Iteration 6F: 3 clusters Score -2854408 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7579 members 
Mstep: Class 2 contains 16269 members 
Entering Unmasked Estep 
Score: -2855667.250000 Penalty: 4999.409668
	Iteration 7F: 3 clusters Score -2855667 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6538 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2857035.250000 Penalty: 4999.409668
	Iteration 8F: 3 clusters Score -2857035 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 18139 members 
Entering Unmasked Estep 
Score: -2858137.000000 Penalty: 4999.409668
	Iteration 9F: 3 clusters Score -2858137 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -2858810.500000 Penalty: 4999.409668
	Iteration 10Q: 3 clusters Score -2858810 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 19074 members 
Entering Unmasked Estep 
Score: -2859155.000000 Penalty: 4999.409668
	Iteration 11Q: 3 clusters Score -2859155 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4475 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
Score: -2859325.000000 Penalty: 4999.409668
	Iteration 12Q: 3 clusters Score -2859325 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 19621 members 
Entering Unmasked Estep 
Score: -2859432.000000 Penalty: 4999.409668
	Iteration 13Q: 3 clusters Score -2859432 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 19843 members 
Entering Unmasked Estep 
Score: -2859513.500000 Penalty: 4999.409668
	Iteration 14Q: 3 clusters Score -2859514 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
Score: -2859598.500000 Penalty: 4999.409668
	Iteration 15Q: 3 clusters Score -2859598 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2859669.500000 Penalty: 4999.409668
	Iteration 16Q: 3 clusters Score -2859670 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -2859721.500000 Penalty: 4999.409668
	Iteration 17Q: 3 clusters Score -2859722 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 20577 members 
Entering Unmasked Estep 
Score: -2859779.500000 Penalty: 4999.409668
	Iteration 18Q: 3 clusters Score -2859780 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -2859812.500000 Penalty: 4999.409668
	Iteration 19Q: 3 clusters Score -2859812 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -2859850.500000 Penalty: 4999.409668
	Iteration 20F: 3 clusters Score -2859850 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -2859886.250000 Penalty: 4999.409668
	Iteration 21Q: 3 clusters Score -2859886 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -2859901.250000 Penalty: 4999.409668
	Iteration 22Q: 3 clusters Score -2859901 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -2859921.500000 Penalty: 4999.409668
	Iteration 23Q: 3 clusters Score -2859922 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -2859953.500000 Penalty: 4999.409668
	Iteration 24Q: 3 clusters Score -2859954 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -2859960.500000 Penalty: 4999.409668
	Iteration 25Q: 3 clusters Score -2859960 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 21334 members 
Entering Unmasked Estep 
Score: -2859973.000000 Penalty: 4999.409668
	Iteration 26Q: 3 clusters Score -2859973 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -2859992.000000 Penalty: 4999.409668
	Iteration 27Q: 3 clusters Score -2859992 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -2860005.500000 Penalty: 4999.409668
	Iteration 28Q: 3 clusters Score -2860006 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -2860038.500000 Penalty: 4999.409668
	Iteration 29Q: 3 clusters Score -2860038 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2236 members 
Mstep: Class 2 contains 21612 members 
Entering Unmasked Estep 
Score: -2860068.500000 Penalty: 4999.409668
	Iteration 30Q: 3 clusters Score -2860068 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -2860081.000000 Penalty: 4999.409668
	Iteration 31Q: 3 clusters Score -2860081 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 21716 members 
Entering Unmasked Estep 
Score: -2860100.500000 Penalty: 4999.409668
	Iteration 32Q: 3 clusters Score -2860100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 21763 members 
Entering Unmasked Estep 
Score: -2860112.250000 Penalty: 4999.409668
	Iteration 33Q: 3 clusters Score -2860112 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 21803 members 
Entering Unmasked Estep 
Score: -2860124.250000 Penalty: 4999.409668
	Iteration 34Q: 3 clusters Score -2860124 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 21834 members 
Entering Unmasked Estep 
Score: -2860127.750000 Penalty: 4999.409668
	Iteration 35Q: 3 clusters Score -2860128 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -2860134.250000 Penalty: 4999.409668
	Iteration 36Q: 3 clusters Score -2860134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
Score: -2860136.500000 Penalty: 4999.409668
	Iteration 37Q: 3 clusters Score -2860136 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -2860149.750000 Penalty: 4999.409668
	Iteration 38Q: 3 clusters Score -2860150 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -2860155.250000 Penalty: 4999.409668
	Iteration 39Q: 3 clusters Score -2860155 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -2860162.500000 Penalty: 4999.409668
	Iteration 40F: 3 clusters Score -2860162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2860168.000000 Penalty: 4999.409668
	Iteration 41Q: 3 clusters Score -2860168 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -2860178.250000 Penalty: 4999.409668
	Iteration 42Q: 3 clusters Score -2860178 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 22013 members 
Entering Unmasked Estep 
Score: -2860185.250000 Penalty: 4999.409668
	Iteration 43Q: 3 clusters Score -2860185 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -2860194.500000 Penalty: 4999.409668
	Iteration 44Q: 3 clusters Score -2860194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -2860191.500000 Penalty: 4999.409668
	Iteration 45Q: 3 clusters Score -2860192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 22044 members 
Entering Unmasked Estep 
Score: -2860195.000000 Penalty: 4999.409668
	Iteration 46Q: 3 clusters Score -2860195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -2860196.250000 Penalty: 4999.409668
	Iteration 47Q: 3 clusters Score -2860196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2860196.250000 Penalty: 4999.409668
	Iteration 48Q: 3 clusters Score -2860196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -2860194.000000 Penalty: 4999.409668
	Iteration 49Q: 3 clusters Score -2860194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 22066 members 
Entering Unmasked Estep 
Score: -2860196.000000 Penalty: 4999.409668
	Iteration 50Q: 3 clusters Score -2860196 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 22069 members 
Entering Unmasked Estep 
Score: -2860193.750000 Penalty: 4999.409668
	Iteration 51Q: 3 clusters Score -2860194 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 22074 members 
Entering Unmasked Estep 
Score: -2860193.250000 Penalty: 4999.409668
	Iteration 52Q: 3 clusters Score -2860193 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -2860195.750000 Penalty: 4999.409668
	Iteration 53Q: 3 clusters Score -2860196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -2860194.250000 Penalty: 4999.409668
	Iteration 54Q: 3 clusters Score -2860194 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -2860197.250000 Penalty: 4999.409668
	Iteration 55Q: 3 clusters Score -2860197 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2860197.750000 Penalty: 4999.409668
	Iteration 56Q: 3 clusters Score -2860198 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 22099 members 
Entering Unmasked Estep 
Score: -2860194.750000 Penalty: 4999.409668
	Iteration 57Q: 3 clusters Score -2860195 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2860197.250000 Penalty: 4999.409668
	Iteration 58Q: 3 clusters Score -2860197 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2860197.750000 Penalty: 4999.409668
	Iteration 59Q: 3 clusters Score -2860198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -2860197.750000 Penalty: 4999.409668
	Iteration 60F: 3 clusters Score -2860198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Entering Unmasked Estep 
Score: -671267.875000 Penalty: 2155.945557
	Iteration 0F: 2 clusters Score -671267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -666207.812500 Penalty: 4311.891113
	Iteration 0F: 3 clusters Score -666207.8 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 3131 members 
Entering Unmasked Estep 
Score: -667472.937500 Penalty: 4311.891113
	Iteration 1F: 3 clusters Score -667472.9 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2750 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -667709.937500 Penalty: 4311.891113
	Iteration 2F: 3 clusters Score -667709.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -667846.187500 Penalty: 4311.891113
	Iteration 3Q: 3 clusters Score -667846.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -667962.875000 Penalty: 4311.891113
	Iteration 4Q: 3 clusters Score -667962.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -668072.937500 Penalty: 4311.891113
	Iteration 5Q: 3 clusters Score -668072.9 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -668188.187500 Penalty: 4311.891113
	Iteration 6Q: 3 clusters Score -668188.2 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2165 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -668305.437500 Penalty: 4311.891113
	Iteration 7Q: 3 clusters Score -668305.4 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -668416.875000 Penalty: 4311.891113
	Iteration 8Q: 3 clusters Score -668416.9 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -668520.500000 Penalty: 4311.891113
	Iteration 9Q: 3 clusters Score -668520.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -668612.375000 Penalty: 4311.891113
	Iteration 10Q: 3 clusters Score -668612.4 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -668700.687500 Penalty: 4311.891113
	Iteration 11Q: 3 clusters Score -668700.7 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -668789.562500 Penalty: 4311.891113
	Iteration 12Q: 3 clusters Score -668789.6 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -668873.562500 Penalty: 4311.891113
	Iteration 13Q: 3 clusters Score -668873.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -668944.250000 Penalty: 4311.891113
	Iteration 14Q: 3 clusters Score -668944.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -669008.312500 Penalty: 4311.891113
	Iteration 15Q: 3 clusters Score -669008.3 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 4877 members 
Entering Unmasked Estep 
Score: -669065.125000 Penalty: 4311.891113
	Iteration 16Q: 3 clusters Score -669065.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -669117.500000 Penalty: 4311.891113
	Iteration 17Q: 3 clusters Score -669117.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -669164.937500 Penalty: 4311.891113
	Iteration 18Q: 3 clusters Score -669164.9 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -669205.750000 Penalty: 4311.891113
	Iteration 19Q: 3 clusters Score -669205.8 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 5129 members 
Entering Unmasked Estep 
Score: -669246.750000 Penalty: 4311.891113
	Iteration 20F: 3 clusters Score -669246.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 5166 members 
Entering Unmasked Estep 
Score: -669274.750000 Penalty: 4311.891113
	Iteration 21Q: 3 clusters Score -669274.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -669303.562500 Penalty: 4311.891113
	Iteration 22Q: 3 clusters Score -669303.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -669327.937500 Penalty: 4311.891113
	Iteration 23Q: 3 clusters Score -669327.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 5264 members 
Entering Unmasked Estep 
Score: -669348.000000 Penalty: 4311.891113
	Iteration 24Q: 3 clusters Score -669348 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5288 members 
Entering Unmasked Estep 
Score: -669373.187500 Penalty: 4311.891113
	Iteration 25Q: 3 clusters Score -669373.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 5319 members 
Entering Unmasked Estep 
Score: -669400.937500 Penalty: 4311.891113
	Iteration 26Q: 3 clusters Score -669400.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -669417.500000 Penalty: 4311.891113
	Iteration 27Q: 3 clusters Score -669417.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 5350 members 
Entering Unmasked Estep 
Score: -669432.312500 Penalty: 4311.891113
	Iteration 28Q: 3 clusters Score -669432.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -669441.812500 Penalty: 4311.891113
	Iteration 29Q: 3 clusters Score -669441.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -669448.312500 Penalty: 4311.891113
	Iteration 30Q: 3 clusters Score -669448.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 5376 members 
Entering Unmasked Estep 
Score: -669451.687500 Penalty: 4311.891113
	Iteration 31Q: 3 clusters Score -669451.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 5381 members 
Entering Unmasked Estep 
Score: -669454.875000 Penalty: 4311.891113
	Iteration 32Q: 3 clusters Score -669454.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -669456.500000 Penalty: 4311.891113
	Iteration 33Q: 3 clusters Score -669456.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 5388 members 
Entering Unmasked Estep 
Score: -669461.312500 Penalty: 4311.891113
	Iteration 34Q: 3 clusters Score -669461.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -669462.000000 Penalty: 4311.891113
	Iteration 35Q: 3 clusters Score -669462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -669466.687500 Penalty: 4311.891113
	Iteration 36Q: 3 clusters Score -669466.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -669468.125000 Penalty: 4311.891113
	Iteration 37Q: 3 clusters Score -669468.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -669472.562500 Penalty: 4311.891113
	Iteration 38Q: 3 clusters Score -669472.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -669473.875000 Penalty: 4311.891113
	Iteration 39Q: 3 clusters Score -669473.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -669473.125000 Penalty: 4311.891113
	Iteration 40F: 3 clusters Score -669473.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (18960 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Entering Unmasked Estep 
Score: -2124191.500000 Penalty: 2442.821533
	Iteration 0F: 2 clusters Score -2124192 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9401 members 
Entering Unmasked Estep 
Score: -2110665.750000 Penalty: 4885.643066
	Iteration 0F: 3 clusters Score -2110666 nChanged 8329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -2115144.500000 Penalty: 4885.643066
	Iteration 1F: 3 clusters Score -2115144 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 8648 members 
Entering Unmasked Estep 
Score: -2115611.000000 Penalty: 4885.643066
	Iteration 2F: 3 clusters Score -2115611 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10733 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -2116042.750000 Penalty: 4885.643066
	Iteration 3F: 3 clusters Score -2116043 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11295 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -2116559.750000 Penalty: 4885.643066
	Iteration 4F: 3 clusters Score -2116560 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12001 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -2117140.500000 Penalty: 4885.643066
	Iteration 5F: 3 clusters Score -2117140 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2117839.000000 Penalty: 4885.643066
	Iteration 6F: 3 clusters Score -2117839 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 5214 members 
Entering Unmasked Estep 
Score: -2118565.750000 Penalty: 4885.643066
	Iteration 7F: 3 clusters Score -2118566 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -2119307.250000 Penalty: 4885.643066
	Iteration 8F: 3 clusters Score -2119307 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2120040.000000 Penalty: 4885.643066
	Iteration 9F: 3 clusters Score -2120040 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16194 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -2120665.250000 Penalty: 4885.643066
	Iteration 10Q: 3 clusters Score -2120665 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2121171.750000 Penalty: 4885.643066
	Iteration 11Q: 3 clusters Score -2121172 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17127 members 
Mstep: Class 2 contains 1833 members 
Entering Unmasked Estep 
Score: -2121533.750000 Penalty: 4885.643066
	Iteration 12Q: 3 clusters Score -2121534 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -2121779.500000 Penalty: 4885.643066
	Iteration 13Q: 3 clusters Score -2121780 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2121964.750000 Penalty: 4885.643066
	Iteration 14Q: 3 clusters Score -2121965 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -2122094.500000 Penalty: 4885.643066
	Iteration 15Q: 3 clusters Score -2122094 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -2122184.250000 Penalty: 4885.643066
	Iteration 16Q: 3 clusters Score -2122184 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17895 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -2122254.250000 Penalty: 4885.643066
	Iteration 17Q: 3 clusters Score -2122254 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17942 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -2122283.750000 Penalty: 4885.643066
	Iteration 18Q: 3 clusters Score -2122284 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17976 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2122314.250000 Penalty: 4885.643066
	Iteration 19Q: 3 clusters Score -2122314 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18005 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -2122338.000000 Penalty: 4885.643066
	Iteration 20F: 3 clusters Score -2122338 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18022 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -2122350.000000 Penalty: 4885.643066
	Iteration 21Q: 3 clusters Score -2122350 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18040 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -2122366.250000 Penalty: 4885.643066
	Iteration 22Q: 3 clusters Score -2122366 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -2122375.500000 Penalty: 4885.643066
	Iteration 23Q: 3 clusters Score -2122376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18074 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -2122386.500000 Penalty: 4885.643066
	Iteration 24Q: 3 clusters Score -2122386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18083 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -2122394.250000 Penalty: 4885.643066
	Iteration 25Q: 3 clusters Score -2122394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18086 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -2122390.250000 Penalty: 4885.643066
	Iteration 26Q: 3 clusters Score -2122390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2122390.500000 Penalty: 4885.643066
	Iteration 27Q: 3 clusters Score -2122390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2122393.500000 Penalty: 4885.643066
	Iteration 28Q: 3 clusters Score -2122394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18088 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -2122393.250000 Penalty: 4885.643066
	Iteration 29Q: 3 clusters Score -2122393 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2122390.250000 Penalty: 4885.643066
	Iteration 30Q: 3 clusters Score -2122390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -2122390.250000 Penalty: 4885.643066
	Iteration 31F: 3 clusters Score -2122390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (242595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242595 members 
Entering Unmasked Estep 
Score: -28516170.000000 Penalty: 3074.989014
	Iteration 0F: 2 clusters Score -2.851617e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121157 members 
Mstep: Class 2 contains 121438 members 
Entering Unmasked Estep 
Score: -28361490.000000 Penalty: 6149.978027
	Iteration 0F: 3 clusters Score -2.836149e+07 nChanged 116657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120452 members 
Mstep: Class 2 contains 122143 members 
Entering Unmasked Estep 
Score: -28431484.000000 Penalty: 6149.978027
	Iteration 1F: 3 clusters Score -2.843148e+07 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119094 members 
Mstep: Class 2 contains 123501 members 
Entering Unmasked Estep 
Score: -28433828.000000 Penalty: 6149.978027
	Iteration 2Q: 3 clusters Score -2.843383e+07 nChanged 9417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116627 members 
Mstep: Class 2 contains 125968 members 
Entering Unmasked Estep 
Score: -28436882.000000 Penalty: 6149.978027
	Iteration 3Q: 3 clusters Score -2.843688e+07 nChanged 10477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112672 members 
Mstep: Class 2 contains 129923 members 
Entering Unmasked Estep 
Score: -28440916.000000 Penalty: 6149.978027
	Iteration 4Q: 3 clusters Score -2.844092e+07 nChanged 11918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106974 members 
Mstep: Class 2 contains 135621 members 
Entering Unmasked Estep 
Score: -28446384.000000 Penalty: 6149.978027
	Iteration 5Q: 3 clusters Score -2.844638e+07 nChanged 13715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99009 members 
Mstep: Class 2 contains 143586 members 
Entering Unmasked Estep 
Score: -28454180.000000 Penalty: 6149.978027
	Iteration 6F: 3 clusters Score -2.845418e+07 nChanged 15309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89256 members 
Mstep: Class 2 contains 153339 members 
Entering Unmasked Estep 
Score: -28464222.000000 Penalty: 6149.978027
	Iteration 7F: 3 clusters Score -2.846422e+07 nChanged 15097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79215 members 
Mstep: Class 2 contains 163380 members 
Entering Unmasked Estep 
Score: -28474820.000000 Penalty: 6149.978027
	Iteration 8F: 3 clusters Score -2.847482e+07 nChanged 13713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70180 members 
Mstep: Class 2 contains 172415 members 
Entering Unmasked Estep 
Score: -28484232.000000 Penalty: 6149.978027
	Iteration 9F: 3 clusters Score -2.848423e+07 nChanged 11152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62998 members 
Mstep: Class 2 contains 179597 members 
Entering Unmasked Estep 
Score: -28490528.000000 Penalty: 6149.978027
	Iteration 10Q: 3 clusters Score -2.849053e+07 nChanged 8552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57154 members 
Mstep: Class 2 contains 185441 members 
Entering Unmasked Estep 
Score: -28494436.000000 Penalty: 6149.978027
	Iteration 11Q: 3 clusters Score -2.849444e+07 nChanged 6451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Mstep: Class 2 contains 190542 members 
Entering Unmasked Estep 
Score: -28496964.000000 Penalty: 6149.978027
	Iteration 12Q: 3 clusters Score -2.849696e+07 nChanged 5052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47385 members 
Mstep: Class 2 contains 195210 members 
Entering Unmasked Estep 
Score: -28498428.000000 Penalty: 6149.978027
	Iteration 13Q: 3 clusters Score -2.849843e+07 nChanged 4591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42902 members 
Mstep: Class 2 contains 199693 members 
Entering Unmasked Estep 
Score: -28499556.000000 Penalty: 6149.978027
	Iteration 14Q: 3 clusters Score -2.849956e+07 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38465 members 
Mstep: Class 2 contains 204130 members 
Entering Unmasked Estep 
Score: -28500954.000000 Penalty: 6149.978027
	Iteration 15Q: 3 clusters Score -2.850095e+07 nChanged 4193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 208299 members 
Entering Unmasked Estep 
Score: -28502122.000000 Penalty: 6149.978027
	Iteration 16Q: 3 clusters Score -2.850212e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 212157 members 
Entering Unmasked Estep 
Score: -28503346.000000 Penalty: 6149.978027
	Iteration 17Q: 3 clusters Score -2.850335e+07 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26922 members 
Mstep: Class 2 contains 215673 members 
Entering Unmasked Estep 
Score: -28504408.000000 Penalty: 6149.978027
	Iteration 18Q: 3 clusters Score -2.850441e+07 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 218894 members 
Entering Unmasked Estep 
Score: -28505592.000000 Penalty: 6149.978027
	Iteration 19Q: 3 clusters Score -2.850559e+07 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 221846 members 
Entering Unmasked Estep 
Score: -28506814.000000 Penalty: 6149.978027
	Iteration 20F: 3 clusters Score -2.850681e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18114 members 
Mstep: Class 2 contains 224481 members 
Entering Unmasked Estep 
Score: -28507994.000000 Penalty: 6149.978027
	Iteration 21Q: 3 clusters Score -2.850799e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15750 members 
Mstep: Class 2 contains 226845 members 
Entering Unmasked Estep 
Score: -28508834.000000 Penalty: 6149.978027
	Iteration 22Q: 3 clusters Score -2.850883e+07 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 228962 members 
Entering Unmasked Estep 
Score: -28509832.000000 Penalty: 6149.978027
	Iteration 23Q: 3 clusters Score -2.850983e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 230797 members 
Entering Unmasked Estep 
Score: -28510576.000000 Penalty: 6149.978027
	Iteration 24Q: 3 clusters Score -2.851058e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10258 members 
Mstep: Class 2 contains 232337 members 
Entering Unmasked Estep 
Score: -28511366.000000 Penalty: 6149.978027
	Iteration 25Q: 3 clusters Score -2.851137e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 233587 members 
Entering Unmasked Estep 
Score: -28512030.000000 Penalty: 6149.978027
	Iteration 26Q: 3 clusters Score -2.851203e+07 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8059 members 
Mstep: Class 2 contains 234536 members 
Entering Unmasked Estep 
Score: -28512582.000000 Penalty: 6149.978027
	Iteration 27Q: 3 clusters Score -2.851258e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7349 members 
Mstep: Class 2 contains 235246 members 
Entering Unmasked Estep 
Score: -28512986.000000 Penalty: 6149.978027
	Iteration 28Q: 3 clusters Score -2.851299e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 235799 members 
Entering Unmasked Estep 
Score: -28513342.000000 Penalty: 6149.978027
	Iteration 29Q: 3 clusters Score -2.851334e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 236234 members 
Entering Unmasked Estep 
Score: -28513584.000000 Penalty: 6149.978027
	Iteration 30Q: 3 clusters Score -2.851358e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 236605 members 
Entering Unmasked Estep 
Score: -28513776.000000 Penalty: 6149.978027
	Iteration 31Q: 3 clusters Score -2.851378e+07 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 236885 members 
Entering Unmasked Estep 
Score: -28513872.000000 Penalty: 6149.978027
	Iteration 32Q: 3 clusters Score -2.851387e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 237085 members 
Entering Unmasked Estep 
Score: -28513948.000000 Penalty: 6149.978027
	Iteration 33Q: 3 clusters Score -2.851395e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 237249 members 
Entering Unmasked Estep 
Score: -28514024.000000 Penalty: 6149.978027
	Iteration 34Q: 3 clusters Score -2.851402e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5201 members 
Mstep: Class 2 contains 237394 members 
Entering Unmasked Estep 
Score: -28514132.000000 Penalty: 6149.978027
	Iteration 35Q: 3 clusters Score -2.851413e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 237533 members 
Entering Unmasked Estep 
Score: -28514256.000000 Penalty: 6149.978027
	Iteration 36Q: 3 clusters Score -2.851426e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 237666 members 
Entering Unmasked Estep 
Score: -28514284.000000 Penalty: 6149.978027
	Iteration 37Q: 3 clusters Score -2.851428e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4829 members 
Mstep: Class 2 contains 237766 members 
Entering Unmasked Estep 
Score: -28514298.000000 Penalty: 6149.978027
	Iteration 38Q: 3 clusters Score -2.85143e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 237849 members 
Entering Unmasked Estep 
Score: -28514340.000000 Penalty: 6149.978027
	Iteration 39Q: 3 clusters Score -2.851434e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 237944 members 
Entering Unmasked Estep 
Score: -28514424.000000 Penalty: 6149.978027
	Iteration 40F: 3 clusters Score -2.851442e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 238040 members 
Entering Unmasked Estep 
Score: -28514396.000000 Penalty: 6149.978027
	Iteration 41Q: 3 clusters Score -2.85144e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 238117 members 
Entering Unmasked Estep 
Score: -28514416.000000 Penalty: 6149.978027
	Iteration 42Q: 3 clusters Score -2.851442e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 238179 members 
Entering Unmasked Estep 
Score: -28514460.000000 Penalty: 6149.978027
	Iteration 43Q: 3 clusters Score -2.851446e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4356 members 
Mstep: Class 2 contains 238239 members 
Entering Unmasked Estep 
Score: -28514474.000000 Penalty: 6149.978027
	Iteration 44Q: 3 clusters Score -2.851447e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 238280 members 
Entering Unmasked Estep 
Score: -28514526.000000 Penalty: 6149.978027
	Iteration 45Q: 3 clusters Score -2.851453e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 238321 members 
Entering Unmasked Estep 
Score: -28514518.000000 Penalty: 6149.978027
	Iteration 46Q: 3 clusters Score -2.851452e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 238355 members 
Entering Unmasked Estep 
Score: -28514560.000000 Penalty: 6149.978027
	Iteration 47Q: 3 clusters Score -2.851456e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4210 members 
Mstep: Class 2 contains 238385 members 
Entering Unmasked Estep 
Score: -28514610.000000 Penalty: 6149.978027
	Iteration 48Q: 3 clusters Score -2.851461e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4189 members 
Mstep: Class 2 contains 238406 members 
Entering Unmasked Estep 
Score: -28514576.000000 Penalty: 6149.978027
	Iteration 49Q: 3 clusters Score -2.851458e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 238421 members 
Entering Unmasked Estep 
Score: -28514546.000000 Penalty: 6149.978027
	Iteration 50Q: 3 clusters Score -2.851455e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 238427 members 
Entering Unmasked Estep 
Score: -28514568.000000 Penalty: 6149.978027
	Iteration 51Q: 3 clusters Score -2.851457e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 238436 members 
Entering Unmasked Estep 
Score: -28514546.000000 Penalty: 6149.978027
	Iteration 52Q: 3 clusters Score -2.851455e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4158 members 
Mstep: Class 2 contains 238437 members 
Entering Unmasked Estep 
Score: -28514562.000000 Penalty: 6149.978027
	Iteration 53Q: 3 clusters Score -2.851456e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4149 members 
Mstep: Class 2 contains 238446 members 
Entering Unmasked Estep 
Score: -28514564.000000 Penalty: 6149.978027
	Iteration 54Q: 3 clusters Score -2.851456e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 238453 members 
Entering Unmasked Estep 
Score: -28514582.000000 Penalty: 6149.978027
	Iteration 55Q: 3 clusters Score -2.851458e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 238466 members 
Entering Unmasked Estep 
Score: -28514552.000000 Penalty: 6149.978027
	Iteration 56Q: 3 clusters Score -2.851455e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 238476 members 
Entering Unmasked Estep 
Score: -28514574.000000 Penalty: 6149.978027
	Iteration 57Q: 3 clusters Score -2.851457e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 238487 members 
Entering Unmasked Estep 
Score: -28514588.000000 Penalty: 6149.978027
	Iteration 58Q: 3 clusters Score -2.851459e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 238500 members 
Entering Unmasked Estep 
Score: -28514582.000000 Penalty: 6149.978027
	Iteration 59Q: 3 clusters Score -2.851458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 238506 members 
Entering Unmasked Estep 
Score: -28514562.000000 Penalty: 6149.978027
	Iteration 60F: 3 clusters Score -2.851456e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 238514 members 
Entering Unmasked Estep 
Score: -28514582.000000 Penalty: 6149.978027
	Iteration 61Q: 3 clusters Score -2.851458e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 238523 members 
Entering Unmasked Estep 
Score: -28514580.000000 Penalty: 6149.978027
	Iteration 62Q: 3 clusters Score -2.851458e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 238529 members 
Entering Unmasked Estep 
Score: -28514548.000000 Penalty: 6149.978027
	Iteration 63Q: 3 clusters Score -2.851455e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 238534 members 
Entering Unmasked Estep 
Score: -28514580.000000 Penalty: 6149.978027
	Iteration 64Q: 3 clusters Score -2.851458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 238535 members 
Entering Unmasked Estep 
Score: -28514568.000000 Penalty: 6149.978027
	Iteration 65Q: 3 clusters Score -2.851457e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4053 members 
Mstep: Class 2 contains 238542 members 
Entering Unmasked Estep 
Score: -28514584.000000 Penalty: 6149.978027
	Iteration 66Q: 3 clusters Score -2.851458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 238547 members 
Entering Unmasked Estep 
Score: -28514582.000000 Penalty: 6149.978027
	Iteration 67Q: 3 clusters Score -2.851458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 238548 members 
Entering Unmasked Estep 
Score: -28514576.000000 Penalty: 6149.978027
	Iteration 68Q: 3 clusters Score -2.851458e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4042 members 
Mstep: Class 2 contains 238553 members 
Entering Unmasked Estep 
Score: -28514584.000000 Penalty: 6149.978027
	Iteration 69Q: 3 clusters Score -2.851458e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4037 members 
Mstep: Class 2 contains 238558 members 
Entering Unmasked Estep 
Score: -28514560.000000 Penalty: 6149.978027
	Iteration 70Q: 3 clusters Score -2.851456e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 238562 members 
Entering Unmasked Estep 
Score: -28514566.000000 Penalty: 6149.978027
	Iteration 71Q: 3 clusters Score -2.851457e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 238564 members 
Entering Unmasked Estep 
Score: -28514562.000000 Penalty: 6149.978027
	Iteration 72Q: 3 clusters Score -2.851456e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 238564 members 
Entering Unmasked Estep 
Score: -28514562.000000 Penalty: 6149.978027
	Iteration 73F: 3 clusters Score -2.851456e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8263 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8263 members 
Entering Unmasked Estep 
Score: -932010.187500 Penalty: 2236.846680
	Iteration 0F: 2 clusters Score -932010.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -925444.062500 Penalty: 4473.693359
	Iteration 0F: 3 clusters Score -925444.1 nChanged 3372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -927219.937500 Penalty: 4473.693359
	Iteration 1F: 3 clusters Score -927219.9 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -927507.500000 Penalty: 4473.693359
	Iteration 2F: 3 clusters Score -927507.5 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -927714.437500 Penalty: 4473.693359
	Iteration 3F: 3 clusters Score -927714.4 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -927857.312500 Penalty: 4473.693359
	Iteration 4Q: 3 clusters Score -927857.3 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -927968.500000 Penalty: 4473.693359
	Iteration 5Q: 3 clusters Score -927968.5 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -928075.562500 Penalty: 4473.693359
	Iteration 6Q: 3 clusters Score -928075.6 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -928197.875000 Penalty: 4473.693359
	Iteration 7Q: 3 clusters Score -928197.9 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -928340.937500 Penalty: 4473.693359
	Iteration 8Q: 3 clusters Score -928340.9 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5907 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -928512.375000 Penalty: 4473.693359
	Iteration 9Q: 3 clusters Score -928512.4 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6210 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -928729.125000 Penalty: 4473.693359
	Iteration 10Q: 3 clusters Score -928729.1 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -928928.187500 Penalty: 4473.693359
	Iteration 11Q: 3 clusters Score -928928.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -929101.312500 Penalty: 4473.693359
	Iteration 12Q: 3 clusters Score -929101.3 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -929271.062500 Penalty: 4473.693359
	Iteration 13Q: 3 clusters Score -929271.1 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7183 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -929422.375000 Penalty: 4473.693359
	Iteration 14Q: 3 clusters Score -929422.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -929550.125000 Penalty: 4473.693359
	Iteration 15Q: 3 clusters Score -929550.1 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -929648.250000 Penalty: 4473.693359
	Iteration 16Q: 3 clusters Score -929648.2 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -929711.687500 Penalty: 4473.693359
	Iteration 17Q: 3 clusters Score -929711.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -929771.687500 Penalty: 4473.693359
	Iteration 18Q: 3 clusters Score -929771.7 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -929824.000000 Penalty: 4473.693359
	Iteration 19Q: 3 clusters Score -929824 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -929863.250000 Penalty: 4473.693359
	Iteration 20F: 3 clusters Score -929863.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7753 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -929883.125000 Penalty: 4473.693359
	Iteration 21Q: 3 clusters Score -929883.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -929902.562500 Penalty: 4473.693359
	Iteration 22Q: 3 clusters Score -929902.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -929921.562500 Penalty: 4473.693359
	Iteration 23Q: 3 clusters Score -929921.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -929938.625000 Penalty: 4473.693359
	Iteration 24Q: 3 clusters Score -929938.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -929954.125000 Penalty: 4473.693359
	Iteration 25Q: 3 clusters Score -929954.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -929958.812500 Penalty: 4473.693359
	Iteration 26Q: 3 clusters Score -929958.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -929964.062500 Penalty: 4473.693359
	Iteration 27Q: 3 clusters Score -929964.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -929967.562500 Penalty: 4473.693359
	Iteration 28Q: 3 clusters Score -929967.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7831 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -929969.187500 Penalty: 4473.693359
	Iteration 29Q: 3 clusters Score -929969.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -929971.375000 Penalty: 4473.693359
	Iteration 30Q: 3 clusters Score -929971.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -929974.312500 Penalty: 4473.693359
	Iteration 31Q: 3 clusters Score -929974.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7840 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -929981.375000 Penalty: 4473.693359
	Iteration 32Q: 3 clusters Score -929981.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -929987.062500 Penalty: 4473.693359
	Iteration 33Q: 3 clusters Score -929987.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7853 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -929993.062500 Penalty: 4473.693359
	Iteration 34Q: 3 clusters Score -929993.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7857 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -930000.562500 Penalty: 4473.693359
	Iteration 35Q: 3 clusters Score -930000.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -930004.562500 Penalty: 4473.693359
	Iteration 36Q: 3 clusters Score -930004.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -930006.187500 Penalty: 4473.693359
	Iteration 37Q: 3 clusters Score -930006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -930006.187500 Penalty: 4473.693359
	Iteration 38F: 3 clusters Score -930006.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -57983.468750 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -57983.47 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 271 members 
Entering Unmasked Estep 
Score: -56403.242188 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -56403.24 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -56637.859375 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -56637.86 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -56751.480469 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -56751.48 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -56833.230469 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -56833.23 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -56937.785156 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -56937.79 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57008.179688 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -57008.18 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -57065.101562 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -57065.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -57106.695312 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -57106.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -57141.906250 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -57141.91 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -57176.738281 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -57176.74 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -57253.277344 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -57253.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -57456.429688 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -57456.43 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -57618.968750 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -57618.97 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -57818.445312 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -57818.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -57848.468750 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -57848.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -57875.851562 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -57875.85 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -57896.441406 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -57896.44 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -57919.976562 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -57919.98 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -57963.636719 Penalty: 3174.527832
	Iteration 18Q: 3 clusters Score -57963.64 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -58038.539062 Penalty: 3174.527832
	Iteration 19Q: 3 clusters Score -58038.54 nChanged 13
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: -58213.835938 Penalty: 3174.527832
	Iteration 20F: 3 clusters Score -58213.84 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -58315.093750 Penalty: 3174.527832
	Iteration 21Q: 3 clusters Score -58315.09 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -58376.039062 Penalty: 3174.527832
	Iteration 22Q: 3 clusters Score -58376.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -58385.582031 Penalty: 3174.527832
	Iteration 23Q: 3 clusters Score -58385.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -58392.996094 Penalty: 3174.527832
	Iteration 24Q: 3 clusters Score -58393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -58398.527344 Penalty: 3174.527832
	Iteration 25Q: 3 clusters Score -58398.53 nChanged 3
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: -58407.460938 Penalty: 3174.527832
	Iteration 26Q: 3 clusters Score -58407.46 nChanged 2
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: -58419.664062 Penalty: 3174.527832
	Iteration 27Q: 3 clusters Score -58419.66 nChanged 4
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: -58441.230469 Penalty: 3174.527832
	Iteration 28Q: 3 clusters Score -58441.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -58477.113281 Penalty: 3174.527832
	Iteration 29Q: 3 clusters Score -58477.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -58491.007812 Penalty: 3174.527832
	Iteration 30Q: 3 clusters Score -58491.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58495.410156 Penalty: 3174.527832
	Iteration 31Q: 3 clusters Score -58495.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -58495.410156 Penalty: 3174.527832
	Iteration 32F: 3 clusters Score -58495.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 288 members 
Mstep: Class 3 contains 213032 members 
Mstep: Class 4 contains 10902 members 
Mstep: Class 5 contains 21006 members 
Mstep: Class 6 contains 76690 members 
Mstep: Class 7 contains 56151 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 301472 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12789 members 
Mstep: Class 13 contains 26228 members 
Mstep: Class 14 contains 211720 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 23848 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 18960 members 
Mstep: Class 19 contains 242595 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 314 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 8614 members 
Mstep: Class 24 contains 83680 members 
Mstep: Class 25 contains 12584 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10027 members 
Entering Unmasked Estep 
Score: -161419184.000000 Penalty: 98363.328125
Splitting cluster 21 changes total score from -161420784.000000 to -161419184.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Entering Unmasked Estep 
Score: -442935.531250 Penalty: 2051.597412
	Iteration 0F: 2 clusters Score -442935.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -439083.281250 Penalty: 4103.194824
	Iteration 0F: 3 clusters Score -439083.3 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -439905.062500 Penalty: 4103.194824
	Iteration 1F: 3 clusters Score -439905.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -440079.531250 Penalty: 4103.194824
	Iteration 2F: 3 clusters Score -440079.5 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -440181.781250 Penalty: 4103.194824
	Iteration 3Q: 3 clusters Score -440181.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -440250.906250 Penalty: 4103.194824
	Iteration 4Q: 3 clusters Score -440250.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -440304.750000 Penalty: 4103.194824
	Iteration 5Q: 3 clusters Score -440304.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -440361.218750 Penalty: 4103.194824
	Iteration 6Q: 3 clusters Score -440361.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -440402.125000 Penalty: 4103.194824
	Iteration 7Q: 3 clusters Score -440402.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -440438.500000 Penalty: 4103.194824
	Iteration 8Q: 3 clusters Score -440438.5 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -440476.031250 Penalty: 4103.194824
	Iteration 9Q: 3 clusters Score -440476 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -440506.218750 Penalty: 4103.194824
	Iteration 10Q: 3 clusters Score -440506.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -440528.312500 Penalty: 4103.194824
	Iteration 11Q: 3 clusters Score -440528.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -440551.218750 Penalty: 4103.194824
	Iteration 12Q: 3 clusters Score -440551.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -440567.062500 Penalty: 4103.194824
	Iteration 13Q: 3 clusters Score -440567.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -440581.062500 Penalty: 4103.194824
	Iteration 14Q: 3 clusters Score -440581.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -440592.593750 Penalty: 4103.194824
	Iteration 15Q: 3 clusters Score -440592.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -440604.968750 Penalty: 4103.194824
	Iteration 16Q: 3 clusters Score -440605 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -440615.843750 Penalty: 4103.194824
	Iteration 17Q: 3 clusters Score -440615.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -440623.468750 Penalty: 4103.194824
	Iteration 18Q: 3 clusters Score -440623.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -440630.625000 Penalty: 4103.194824
	Iteration 19Q: 3 clusters Score -440630.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -440636.156250 Penalty: 4103.194824
	Iteration 20F: 3 clusters Score -440636.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -440643.406250 Penalty: 4103.194824
	Iteration 21Q: 3 clusters Score -440643.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1382 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -440651.718750 Penalty: 4103.194824
	Iteration 22Q: 3 clusters Score -440651.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -440660.562500 Penalty: 4103.194824
	Iteration 23Q: 3 clusters Score -440660.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -440669.312500 Penalty: 4103.194824
	Iteration 24Q: 3 clusters Score -440669.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -440679.187500 Penalty: 4103.194824
	Iteration 25Q: 3 clusters Score -440679.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -440686.812500 Penalty: 4103.194824
	Iteration 26Q: 3 clusters Score -440686.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -440694.125000 Penalty: 4103.194824
	Iteration 27Q: 3 clusters Score -440694.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -440702.875000 Penalty: 4103.194824
	Iteration 28Q: 3 clusters Score -440702.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -440714.062500 Penalty: 4103.194824
	Iteration 29Q: 3 clusters Score -440714.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -440726.375000 Penalty: 4103.194824
	Iteration 30Q: 3 clusters Score -440726.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -440739.750000 Penalty: 4103.194824
	Iteration 31Q: 3 clusters Score -440739.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -440747.781250 Penalty: 4103.194824
	Iteration 32Q: 3 clusters Score -440747.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -440754.812500 Penalty: 4103.194824
	Iteration 33Q: 3 clusters Score -440754.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -440762.750000 Penalty: 4103.194824
	Iteration 34Q: 3 clusters Score -440762.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -440767.125000 Penalty: 4103.194824
	Iteration 35Q: 3 clusters Score -440767.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -440771.281250 Penalty: 4103.194824
	Iteration 36Q: 3 clusters Score -440771.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -440777.125000 Penalty: 4103.194824
	Iteration 37Q: 3 clusters Score -440777.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -440782.343750 Penalty: 4103.194824
	Iteration 38Q: 3 clusters Score -440782.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -440791.812500 Penalty: 4103.194824
	Iteration 39Q: 3 clusters Score -440791.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -440804.406250 Penalty: 4103.194824
	Iteration 40F: 3 clusters Score -440804.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -440816.343750 Penalty: 4103.194824
	Iteration 41Q: 3 clusters Score -440816.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -440827.625000 Penalty: 4103.194824
	Iteration 42Q: 3 clusters Score -440827.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -440836.093750 Penalty: 4103.194824
	Iteration 43Q: 3 clusters Score -440836.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -440845.843750 Penalty: 4103.194824
	Iteration 44Q: 3 clusters Score -440845.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -440855.062500 Penalty: 4103.194824
	Iteration 45Q: 3 clusters Score -440855.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -440866.125000 Penalty: 4103.194824
	Iteration 46Q: 3 clusters Score -440866.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -440876.281250 Penalty: 4103.194824
	Iteration 47Q: 3 clusters Score -440876.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -440884.500000 Penalty: 4103.194824
	Iteration 48Q: 3 clusters Score -440884.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3044 members 
Entering Unmasked Estep 
Score: -440891.562500 Penalty: 4103.194824
	Iteration 49Q: 3 clusters Score -440891.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 3055 members 
Entering Unmasked Estep 
Score: -440898.968750 Penalty: 4103.194824
	Iteration 50Q: 3 clusters Score -440899 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -440905.812500 Penalty: 4103.194824
	Iteration 51Q: 3 clusters Score -440905.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -440915.125000 Penalty: 4103.194824
	Iteration 52Q: 3 clusters Score -440915.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -440919.406250 Penalty: 4103.194824
	Iteration 53Q: 3 clusters Score -440919.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -440925.937500 Penalty: 4103.194824
	Iteration 54Q: 3 clusters Score -440925.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -440934.625000 Penalty: 4103.194824
	Iteration 55Q: 3 clusters Score -440934.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -440946.093750 Penalty: 4103.194824
	Iteration 56Q: 3 clusters Score -440946.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -440957.843750 Penalty: 4103.194824
	Iteration 57Q: 3 clusters Score -440957.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -440970.937500 Penalty: 4103.194824
	Iteration 58Q: 3 clusters Score -440970.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 3191 members 
Entering Unmasked Estep 
Score: -440981.093750 Penalty: 4103.194824
	Iteration 59Q: 3 clusters Score -440981.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -440993.843750 Penalty: 4103.194824
	Iteration 60F: 3 clusters Score -440993.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -441006.468750 Penalty: 4103.194824
	Iteration 61Q: 3 clusters Score -441006.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -441019.937500 Penalty: 4103.194824
	Iteration 62Q: 3 clusters Score -441019.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -441029.000000 Penalty: 4103.194824
	Iteration 63Q: 3 clusters Score -441029 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -441035.937500 Penalty: 4103.194824
	Iteration 64Q: 3 clusters Score -441035.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -441039.125000 Penalty: 4103.194824
	Iteration 65Q: 3 clusters Score -441039.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -441043.375000 Penalty: 4103.194824
	Iteration 66Q: 3 clusters Score -441043.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -441047.093750 Penalty: 4103.194824
	Iteration 67Q: 3 clusters Score -441047.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -441050.750000 Penalty: 4103.194824
	Iteration 68Q: 3 clusters Score -441050.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -441057.750000 Penalty: 4103.194824
	Iteration 69Q: 3 clusters Score -441057.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -441062.781250 Penalty: 4103.194824
	Iteration 70Q: 3 clusters Score -441062.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -441065.031250 Penalty: 4103.194824
	Iteration 71Q: 3 clusters Score -441065 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -441069.656250 Penalty: 4103.194824
	Iteration 72Q: 3 clusters Score -441069.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -441075.781250 Penalty: 4103.194824
	Iteration 73Q: 3 clusters Score -441075.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -441082.000000 Penalty: 4103.194824
	Iteration 74Q: 3 clusters Score -441082 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -441085.843750 Penalty: 4103.194824
	Iteration 75Q: 3 clusters Score -441085.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -441091.156250 Penalty: 4103.194824
	Iteration 76Q: 3 clusters Score -441091.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -441095.437500 Penalty: 4103.194824
	Iteration 77Q: 3 clusters Score -441095.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -441099.718750 Penalty: 4103.194824
	Iteration 78Q: 3 clusters Score -441099.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -441104.281250 Penalty: 4103.194824
	Iteration 79Q: 3 clusters Score -441104.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -441107.562500 Penalty: 4103.194824
	Iteration 80F: 3 clusters Score -441107.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -441115.656250 Penalty: 4103.194824
	Iteration 81Q: 3 clusters Score -441115.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -441122.031250 Penalty: 4103.194824
	Iteration 82Q: 3 clusters Score -441122 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -441126.375000 Penalty: 4103.194824
	Iteration 83Q: 3 clusters Score -441126.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -441132.625000 Penalty: 4103.194824
	Iteration 84Q: 3 clusters Score -441132.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -441137.406250 Penalty: 4103.194824
	Iteration 85Q: 3 clusters Score -441137.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 3435 members 
Entering Unmasked Estep 
Score: -441141.250000 Penalty: 4103.194824
	Iteration 86Q: 3 clusters Score -441141.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -441144.218750 Penalty: 4103.194824
	Iteration 87Q: 3 clusters Score -441144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -441144.750000 Penalty: 4103.194824
	Iteration 88Q: 3 clusters Score -441144.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -441146.968750 Penalty: 4103.194824
	Iteration 89Q: 3 clusters Score -441147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -441148.218750 Penalty: 4103.194824
	Iteration 90Q: 3 clusters Score -441148.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -441149.968750 Penalty: 4103.194824
	Iteration 91Q: 3 clusters Score -441150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -441153.062500 Penalty: 4103.194824
	Iteration 92Q: 3 clusters Score -441153.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -441155.343750 Penalty: 4103.194824
	Iteration 93Q: 3 clusters Score -441155.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -441155.343750 Penalty: 4103.194824
	Iteration 94F: 3 clusters Score -441155.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Entering Unmasked Estep 
Score: -847025.937500 Penalty: 2247.163574
	Iteration 0F: 2 clusters Score -847025.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -840257.000000 Penalty: 4494.327148
	Iteration 0F: 3 clusters Score -840257 nChanged 3534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -842256.437500 Penalty: 4494.327148
	Iteration 1F: 3 clusters Score -842256.4 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -842712.937500 Penalty: 4494.327148
	Iteration 2F: 3 clusters Score -842712.9 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -843109.250000 Penalty: 4494.327148
	Iteration 3F: 3 clusters Score -843109.2 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -843536.750000 Penalty: 4494.327148
	Iteration 4F: 3 clusters Score -843536.8 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3613 members 
Mstep: Class 2 contains 5001 members 
Entering Unmasked Estep 
Score: -843973.437500 Penalty: 4494.327148
	Iteration 5F: 3 clusters Score -843973.4 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3421 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -844412.312500 Penalty: 4494.327148
	Iteration 6F: 3 clusters Score -844412.3 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -844801.562500 Penalty: 4494.327148
	Iteration 7F: 3 clusters Score -844801.6 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -845080.375000 Penalty: 4494.327148
	Iteration 8Q: 3 clusters Score -845080.4 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -845264.062500 Penalty: 4494.327148
	Iteration 9Q: 3 clusters Score -845264.1 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -845357.562500 Penalty: 4494.327148
	Iteration 10Q: 3 clusters Score -845357.6 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -845418.562500 Penalty: 4494.327148
	Iteration 11Q: 3 clusters Score -845418.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -845462.562500 Penalty: 4494.327148
	Iteration 12Q: 3 clusters Score -845462.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 5672 members 
Entering Unmasked Estep 
Score: -845493.062500 Penalty: 4494.327148
	Iteration 13Q: 3 clusters Score -845493.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2903 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -845520.312500 Penalty: 4494.327148
	Iteration 14Q: 3 clusters Score -845520.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -845541.187500 Penalty: 4494.327148
	Iteration 15Q: 3 clusters Score -845541.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 5759 members 
Entering Unmasked Estep 
Score: -845553.625000 Penalty: 4494.327148
	Iteration 16Q: 3 clusters Score -845553.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -845563.750000 Penalty: 4494.327148
	Iteration 17Q: 3 clusters Score -845563.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -845568.875000 Penalty: 4494.327148
	Iteration 18Q: 3 clusters Score -845568.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -845579.375000 Penalty: 4494.327148
	Iteration 19Q: 3 clusters Score -845579.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -845583.562500 Penalty: 4494.327148
	Iteration 20F: 3 clusters Score -845583.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -845590.437500 Penalty: 4494.327148
	Iteration 21Q: 3 clusters Score -845590.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -845592.562500 Penalty: 4494.327148
	Iteration 22Q: 3 clusters Score -845592.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -845600.750000 Penalty: 4494.327148
	Iteration 23Q: 3 clusters Score -845600.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -845602.687500 Penalty: 4494.327148
	Iteration 24Q: 3 clusters Score -845602.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -845604.125000 Penalty: 4494.327148
	Iteration 25Q: 3 clusters Score -845604.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
Score: -845605.500000 Penalty: 4494.327148
	Iteration 26Q: 3 clusters Score -845605.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -845609.875000 Penalty: 4494.327148
	Iteration 27Q: 3 clusters Score -845609.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 5794 members 
Entering Unmasked Estep 
Score: -845610.437500 Penalty: 4494.327148
	Iteration 28Q: 3 clusters Score -845610.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -845610.937500 Penalty: 4494.327148
	Iteration 29Q: 3 clusters Score -845610.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -845614.250000 Penalty: 4494.327148
	Iteration 30Q: 3 clusters Score -845614.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2807 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -845615.812500 Penalty: 4494.327148
	Iteration 31Q: 3 clusters Score -845615.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -845618.562500 Penalty: 4494.327148
	Iteration 32Q: 3 clusters Score -845618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -845618.562500 Penalty: 4494.327148
	Iteration 33Q: 3 clusters Score -845618.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 5818 members 
Entering Unmasked Estep 
Score: -845618.562500 Penalty: 4494.327148
	Iteration 34F: 3 clusters Score -845618.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (83680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83680 members 
Entering Unmasked Estep 
Score: -9578682.000000 Penalty: 2811.019287
	Iteration 0F: 2 clusters Score -9578682 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41783 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -9522648.000000 Penalty: 5622.038574
	Iteration 0F: 3 clusters Score -9522648 nChanged 39499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -9545051.000000 Penalty: 5622.038574
	Iteration 1F: 3 clusters Score -9545051 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39414 members 
Mstep: Class 2 contains 44266 members 
Entering Unmasked Estep 
Score: -9545693.000000 Penalty: 5622.038574
	Iteration 2Q: 3 clusters Score -9545693 nChanged 2753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37975 members 
Mstep: Class 2 contains 45705 members 
Entering Unmasked Estep 
Score: -9546379.000000 Penalty: 5622.038574
	Iteration 3Q: 3 clusters Score -9546379 nChanged 3109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 47968 members 
Entering Unmasked Estep 
Score: -9547330.000000 Penalty: 5622.038574
	Iteration 4Q: 3 clusters Score -9547330 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32440 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -9548902.000000 Penalty: 5622.038574
	Iteration 5Q: 3 clusters Score -9548902 nChanged 4894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -9551615.000000 Penalty: 5622.038574
	Iteration 6F: 3 clusters Score -9551615 nChanged 6150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 61640 members 
Entering Unmasked Estep 
Score: -9556142.000000 Penalty: 5622.038574
	Iteration 7F: 3 clusters Score -9556142 nChanged 6895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15305 members 
Mstep: Class 2 contains 68375 members 
Entering Unmasked Estep 
Score: -9562242.000000 Penalty: 5622.038574
	Iteration 8F: 3 clusters Score -9562242 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 74748 members 
Entering Unmasked Estep 
Score: -9568524.000000 Penalty: 5622.038574
	Iteration 9F: 3 clusters Score -9568524 nChanged 4455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 79167 members 
Entering Unmasked Estep 
Score: -9572957.000000 Penalty: 5622.038574
	Iteration 10F: 3 clusters Score -9572957 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 81405 members 
Entering Unmasked Estep 
Score: -9575064.000000 Penalty: 5622.038574
	Iteration 11Q: 3 clusters Score -9575064 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 82356 members 
Entering Unmasked Estep 
Score: -9575847.000000 Penalty: 5622.038574
	Iteration 12Q: 3 clusters Score -9575847 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 82757 members 
Entering Unmasked Estep 
Score: -9576173.000000 Penalty: 5622.038574
	Iteration 13Q: 3 clusters Score -9576173 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 82944 members 
Entering Unmasked Estep 
Score: -9576351.000000 Penalty: 5622.038574
	Iteration 14Q: 3 clusters Score -9576351 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 83029 members 
Entering Unmasked Estep 
Score: -9576443.000000 Penalty: 5622.038574
	Iteration 15Q: 3 clusters Score -9576443 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 83072 members 
Entering Unmasked Estep 
Score: -9576466.000000 Penalty: 5622.038574
	Iteration 16Q: 3 clusters Score -9576466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 83093 members 
Entering Unmasked Estep 
Score: -9576481.000000 Penalty: 5622.038574
	Iteration 17Q: 3 clusters Score -9576481 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 83114 members 
Entering Unmasked Estep 
Score: -9576499.000000 Penalty: 5622.038574
	Iteration 18Q: 3 clusters Score -9576499 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 83131 members 
Entering Unmasked Estep 
Score: -9576502.000000 Penalty: 5622.038574
	Iteration 19Q: 3 clusters Score -9576502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 83140 members 
Entering Unmasked Estep 
Score: -9576514.000000 Penalty: 5622.038574
	Iteration 20F: 3 clusters Score -9576514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 83145 members 
Entering Unmasked Estep 
Score: -9576518.000000 Penalty: 5622.038574
	Iteration 21Q: 3 clusters Score -9576518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 83148 members 
Entering Unmasked Estep 
Score: -9576519.000000 Penalty: 5622.038574
	Iteration 22Q: 3 clusters Score -9576519 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 83150 members 
Entering Unmasked Estep 
Score: -9576525.000000 Penalty: 5622.038574
	Iteration 23Q: 3 clusters Score -9576525 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -9576527.000000 Penalty: 5622.038574
	Iteration 24Q: 3 clusters Score -9576527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 83152 members 
Entering Unmasked Estep 
Score: -9576521.000000 Penalty: 5622.038574
	Iteration 25Q: 3 clusters Score -9576521 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 83151 members 
Entering Unmasked Estep 
Score: -9576537.000000 Penalty: 5622.038574
	Iteration 26Q: 3 clusters Score -9576537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 83156 members 
Entering Unmasked Estep 
Score: -9576536.000000 Penalty: 5622.038574
	Iteration 27Q: 3 clusters Score -9576536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -9576528.000000 Penalty: 5622.038574
	Iteration 28Q: 3 clusters Score -9576528 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 83159 members 
Entering Unmasked Estep 
Score: -9576534.000000 Penalty: 5622.038574
	Iteration 29Q: 3 clusters Score -9576534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -9576535.000000 Penalty: 5622.038574
	Iteration 30Q: 3 clusters Score -9576535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 83162 members 
Entering Unmasked Estep 
Score: -9576535.000000 Penalty: 5622.038574
	Iteration 31F: 3 clusters Score -9576535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12584 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Entering Unmasked Estep 
Score: -1130084.000000 Penalty: 2341.165039
	Iteration 0F: 2 clusters Score -1130084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6367 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1120725.875000 Penalty: 4682.330078
	Iteration 0F: 3 clusters Score -1120726 nChanged 5369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6652 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1123826.875000 Penalty: 4682.330078
	Iteration 1F: 3 clusters Score -1123827 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -1124397.500000 Penalty: 4682.330078
	Iteration 2F: 3 clusters Score -1124398 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6943 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -1124907.000000 Penalty: 4682.330078
	Iteration 3F: 3 clusters Score -1124907 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -1125363.750000 Penalty: 4682.330078
	Iteration 4F: 3 clusters Score -1125364 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -1125857.375000 Penalty: 4682.330078
	Iteration 5F: 3 clusters Score -1125857 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1126342.875000 Penalty: 4682.330078
	Iteration 6F: 3 clusters Score -1126343 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 5065 members 
Entering Unmasked Estep 
Score: -1126761.875000 Penalty: 4682.330078
	Iteration 7F: 3 clusters Score -1126762 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7629 members 
Mstep: Class 2 contains 4955 members 
Entering Unmasked Estep 
Score: -1127137.500000 Penalty: 4682.330078
	Iteration 8Q: 3 clusters Score -1127138 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -1127456.500000 Penalty: 4682.330078
	Iteration 9Q: 3 clusters Score -1127456 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 4827 members 
Entering Unmasked Estep 
Score: -1127786.750000 Penalty: 4682.330078
	Iteration 10Q: 3 clusters Score -1127787 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 4796 members 
Entering Unmasked Estep 
Score: -1128080.375000 Penalty: 4682.330078
	Iteration 11Q: 3 clusters Score -1128080 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -1128338.375000 Penalty: 4682.330078
	Iteration 12Q: 3 clusters Score -1128338 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7869 members 
Mstep: Class 2 contains 4715 members 
Entering Unmasked Estep 
Score: -1128538.625000 Penalty: 4682.330078
	Iteration 13Q: 3 clusters Score -1128539 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7919 members 
Mstep: Class 2 contains 4665 members 
Entering Unmasked Estep 
Score: -1128676.250000 Penalty: 4682.330078
	Iteration 14Q: 3 clusters Score -1128676 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7978 members 
Mstep: Class 2 contains 4606 members 
Entering Unmasked Estep 
Score: -1128758.000000 Penalty: 4682.330078
	Iteration 15Q: 3 clusters Score -1128758 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -1128810.875000 Penalty: 4682.330078
	Iteration 16Q: 3 clusters Score -1128811 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1128855.750000 Penalty: 4682.330078
	Iteration 17Q: 3 clusters Score -1128856 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -1128887.500000 Penalty: 4682.330078
	Iteration 18Q: 3 clusters Score -1128888 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8171 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1128910.250000 Penalty: 4682.330078
	Iteration 19Q: 3 clusters Score -1128910 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8226 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1128934.250000 Penalty: 4682.330078
	Iteration 20F: 3 clusters Score -1128934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -1128957.625000 Penalty: 4682.330078
	Iteration 21Q: 3 clusters Score -1128958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -1128966.375000 Penalty: 4682.330078
	Iteration 22Q: 3 clusters Score -1128966 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8381 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -1128988.125000 Penalty: 4682.330078
	Iteration 23Q: 3 clusters Score -1128988 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1128999.125000 Penalty: 4682.330078
	Iteration 24Q: 3 clusters Score -1128999 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -1129013.500000 Penalty: 4682.330078
	Iteration 25Q: 3 clusters Score -1129014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8505 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -1129018.000000 Penalty: 4682.330078
	Iteration 26Q: 3 clusters Score -1129018 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1129025.125000 Penalty: 4682.330078
	Iteration 27Q: 3 clusters Score -1129025 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1129027.500000 Penalty: 4682.330078
	Iteration 28Q: 3 clusters Score -1129028 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8569 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1129031.500000 Penalty: 4682.330078
	Iteration 29Q: 3 clusters Score -1129032 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8588 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -1129035.750000 Penalty: 4682.330078
	Iteration 30Q: 3 clusters Score -1129036 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -1129040.250000 Penalty: 4682.330078
	Iteration 31Q: 3 clusters Score -1129040 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -1129045.625000 Penalty: 4682.330078
	Iteration 32Q: 3 clusters Score -1129046 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -1129048.000000 Penalty: 4682.330078
	Iteration 33Q: 3 clusters Score -1129048 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 3911 members 
Entering Unmasked Estep 
Score: -1129051.625000 Penalty: 4682.330078
	Iteration 34Q: 3 clusters Score -1129052 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8690 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1129054.000000 Penalty: 4682.330078
	Iteration 35Q: 3 clusters Score -1129054 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -1129056.000000 Penalty: 4682.330078
	Iteration 36Q: 3 clusters Score -1129056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8709 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -1129060.375000 Penalty: 4682.330078
	Iteration 37Q: 3 clusters Score -1129060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -1129059.625000 Penalty: 4682.330078
	Iteration 38Q: 3 clusters Score -1129060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1129059.125000 Penalty: 4682.330078
	Iteration 39Q: 3 clusters Score -1129059 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8720 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1129060.125000 Penalty: 4682.330078
	Iteration 40F: 3 clusters Score -1129060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -1129059.750000 Penalty: 4682.330078
	Iteration 41Q: 3 clusters Score -1129060 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1129061.875000 Penalty: 4682.330078
	Iteration 42Q: 3 clusters Score -1129062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1129061.375000 Penalty: 4682.330078
	Iteration 43Q: 3 clusters Score -1129061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1129063.625000 Penalty: 4682.330078
	Iteration 44Q: 3 clusters Score -1129064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8736 members 
Mstep: Class 2 contains 3848 members 
Entering Unmasked Estep 
Score: -1129062.500000 Penalty: 4682.330078
	Iteration 45Q: 3 clusters Score -1129062 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1129065.500000 Penalty: 4682.330078
	Iteration 46Q: 3 clusters Score -1129066 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -1129066.875000 Penalty: 4682.330078
	Iteration 47Q: 3 clusters Score -1129067 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1129069.000000 Penalty: 4682.330078
	Iteration 48Q: 3 clusters Score -1129069 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1129070.375000 Penalty: 4682.330078
	Iteration 49Q: 3 clusters Score -1129070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1129067.875000 Penalty: 4682.330078
	Iteration 50Q: 3 clusters Score -1129068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8751 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -1129067.875000 Penalty: 4682.330078
	Iteration 51F: 3 clusters Score -1129068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -267919.968750 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -267920 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 1163 members 
Entering Unmasked Estep 
Score: -265101.000000 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -265101 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -265594.343750 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -265594.3 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -265727.937500 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -265727.9 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -265789.375000 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -265789.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -265830.968750 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -265831 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -265860.687500 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -265860.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -265874.343750 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -265874.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -265888.687500 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -265888.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -265902.375000 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -265902.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -265911.531250 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -265911.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -265919.000000 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -265919 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -265925.406250 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -265925.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -265928.250000 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -265928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -265929.343750 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -265929.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -265931.218750 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -265931.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -265932.812500 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -265932.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -265935.531250 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -265935.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -265936.906250 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -265936.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -265937.093750 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -265937.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -265938.906250 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -265938.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -265941.812500 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -265941.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -265944.718750 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -265944.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -265946.750000 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -265946.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -265948.531250 Penalty: 3838.722168
	Iteration 23Q: 3 clusters Score -265948.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -265950.000000 Penalty: 3838.722168
	Iteration 24Q: 3 clusters Score -265950 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -265950.718750 Penalty: 3838.722168
	Iteration 25Q: 3 clusters Score -265950.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -265950.718750 Penalty: 3838.722168
	Iteration 26F: 3 clusters Score -265950.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -98020.750000 Penalty: 1711.880249
	Iteration 0F: 2 clusters Score -98020.75 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -96159.617188 Penalty: 3423.760498
	Iteration 0F: 3 clusters Score -96159.62 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -96446.335938 Penalty: 3423.760498
	Iteration 1F: 3 clusters Score -96446.34 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -96550.031250 Penalty: 3423.760498
	Iteration 2F: 3 clusters Score -96550.03 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -96631.164062 Penalty: 3423.760498
	Iteration 3Q: 3 clusters Score -96631.16 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -96684.007812 Penalty: 3423.760498
	Iteration 4Q: 3 clusters Score -96684.01 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -96782.156250 Penalty: 3423.760498
	Iteration 5Q: 3 clusters Score -96782.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -96900.953125 Penalty: 3423.760498
	Iteration 6Q: 3 clusters Score -96900.95 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -97074.734375 Penalty: 3423.760498
	Iteration 7F: 3 clusters Score -97074.73 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -97359.289062 Penalty: 3423.760498
	Iteration 8F: 3 clusters Score -97359.29 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -97943.656250 Penalty: 3423.760498
	Iteration 9F: 3 clusters Score -97943.66 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -98607.742188 Penalty: 3423.760498
	Iteration 10F: 3 clusters Score -98607.74 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -98923.960938 Penalty: 3423.760498
	Iteration 11F: 3 clusters Score -98923.96 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -99041.632812 Penalty: 3423.760498
	Iteration 12Q: 3 clusters Score -99041.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -99052.562500 Penalty: 3423.760498
	Iteration 13Q: 3 clusters Score -99052.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -99052.562500 Penalty: 3423.760498
	Iteration 14F: 3 clusters Score -99052.56 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 2 contains 664 members 
Mstep: Class 3 contains 213032 members 
Mstep: Class 4 contains 10902 members 
Mstep: Class 5 contains 21006 members 
Mstep: Class 6 contains 76690 members 
Mstep: Class 7 contains 56151 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 301472 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12789 members 
Mstep: Class 13 contains 26228 members 
Mstep: Class 14 contains 211720 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 23848 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 18960 members 
Mstep: Class 19 contains 242595 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 8614 members 
Mstep: Class 24 contains 83680 members 
Mstep: Class 25 contains 12584 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 331 members 
Mstep: Class 28 contains 10027 members 
Entering Unmasked Estep 
Score: -161419488.000000 Penalty: 98363.328125
Splitting cluster 27 changes total score from -161420784.000000 to -161419488.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (10027 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10027 members 
Entering Unmasked Estep 
Score: -1119642.250000 Penalty: 2284.833008
	Iteration 0F: 2 clusters Score -1119642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5019 members 
Mstep: Class 2 contains 5008 members 
Entering Unmasked Estep 
Score: -1112027.500000 Penalty: 4569.666016
	Iteration 0F: 3 clusters Score -1112028 nChanged 4142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1114501.625000 Penalty: 4569.666016
	Iteration 1F: 3 clusters Score -1114502 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 4809 members 
Entering Unmasked Estep 
Score: -1115236.250000 Penalty: 4569.666016
	Iteration 2F: 3 clusters Score -1115236 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -1115992.875000 Penalty: 4569.666016
	Iteration 3F: 3 clusters Score -1115993 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -1116691.500000 Penalty: 4569.666016
	Iteration 4F: 3 clusters Score -1116692 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6474 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -1117285.500000 Penalty: 4569.666016
	Iteration 5F: 3 clusters Score -1117286 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6936 members 
Mstep: Class 2 contains 3091 members 
Entering Unmasked Estep 
Score: -1117748.750000 Penalty: 4569.666016
	Iteration 6F: 3 clusters Score -1117749 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7314 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -1118074.750000 Penalty: 4569.666016
	Iteration 7Q: 3 clusters Score -1118075 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7587 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -1118289.500000 Penalty: 4569.666016
	Iteration 8Q: 3 clusters Score -1118290 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -1118423.625000 Penalty: 4569.666016
	Iteration 9Q: 3 clusters Score -1118424 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7912 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1118516.625000 Penalty: 4569.666016
	Iteration 10Q: 3 clusters Score -1118517 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -1118587.125000 Penalty: 4569.666016
	Iteration 11Q: 3 clusters Score -1118587 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1118636.250000 Penalty: 4569.666016
	Iteration 12Q: 3 clusters Score -1118636 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8191 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1118670.875000 Penalty: 4569.666016
	Iteration 13Q: 3 clusters Score -1118671 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8252 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1118697.125000 Penalty: 4569.666016
	Iteration 14Q: 3 clusters Score -1118697 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1118729.500000 Penalty: 4569.666016
	Iteration 15Q: 3 clusters Score -1118730 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8357 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -1118748.125000 Penalty: 4569.666016
	Iteration 16Q: 3 clusters Score -1118748 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8386 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -1118763.875000 Penalty: 4569.666016
	Iteration 17Q: 3 clusters Score -1118764 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -1118776.625000 Penalty: 4569.666016
	Iteration 18Q: 3 clusters Score -1118777 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1118787.125000 Penalty: 4569.666016
	Iteration 19Q: 3 clusters Score -1118787 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8486 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -1118799.500000 Penalty: 4569.666016
	Iteration 20F: 3 clusters Score -1118800 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -1118807.000000 Penalty: 4569.666016
	Iteration 21Q: 3 clusters Score -1118807 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1118810.625000 Penalty: 4569.666016
	Iteration 22Q: 3 clusters Score -1118811 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -1118812.125000 Penalty: 4569.666016
	Iteration 23Q: 3 clusters Score -1118812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8553 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1118815.625000 Penalty: 4569.666016
	Iteration 24Q: 3 clusters Score -1118816 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8563 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1118819.375000 Penalty: 4569.666016
	Iteration 25Q: 3 clusters Score -1118819 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -1118824.750000 Penalty: 4569.666016
	Iteration 26Q: 3 clusters Score -1118825 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -1118828.250000 Penalty: 4569.666016
	Iteration 27Q: 3 clusters Score -1118828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8594 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -1118828.375000 Penalty: 4569.666016
	Iteration 28Q: 3 clusters Score -1118828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 1421 members 
Entering Unmasked Estep 
Score: -1118833.750000 Penalty: 4569.666016
	Iteration 29Q: 3 clusters Score -1118834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -1118833.250000 Penalty: 4569.666016
	Iteration 30Q: 3 clusters Score -1118833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -1118837.375000 Penalty: 4569.666016
	Iteration 31Q: 3 clusters Score -1118837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -1118838.875000 Penalty: 4569.666016
	Iteration 32Q: 3 clusters Score -1118839 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -1118839.750000 Penalty: 4569.666016
	Iteration 33Q: 3 clusters Score -1118840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1118840.250000 Penalty: 4569.666016
	Iteration 34Q: 3 clusters Score -1118840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1118842.000000 Penalty: 4569.666016
	Iteration 35Q: 3 clusters Score -1118842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1118843.875000 Penalty: 4569.666016
	Iteration 36Q: 3 clusters Score -1118844 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8663 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -1118847.250000 Penalty: 4569.666016
	Iteration 37Q: 3 clusters Score -1118847 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1118850.625000 Penalty: 4569.666016
	Iteration 38Q: 3 clusters Score -1118851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8676 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -1118850.750000 Penalty: 4569.666016
	Iteration 39Q: 3 clusters Score -1118851 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1118851.375000 Penalty: 4569.666016
	Iteration 40F: 3 clusters Score -1118851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8689 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1118855.750000 Penalty: 4569.666016
	Iteration 41Q: 3 clusters Score -1118856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8697 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -1118857.375000 Penalty: 4569.666016
	Iteration 42Q: 3 clusters Score -1118857 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -1118859.250000 Penalty: 4569.666016
	Iteration 43Q: 3 clusters Score -1118859 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1118859.750000 Penalty: 4569.666016
	Iteration 44Q: 3 clusters Score -1118860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -1118860.125000 Penalty: 4569.666016
	Iteration 45Q: 3 clusters Score -1118860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1118860.875000 Penalty: 4569.666016
	Iteration 46Q: 3 clusters Score -1118861 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1118860.000000 Penalty: 4569.666016
	Iteration 47Q: 3 clusters Score -1118860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -1118862.000000 Penalty: 4569.666016
	Iteration 48Q: 3 clusters Score -1118862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1118861.625000 Penalty: 4569.666016
	Iteration 49Q: 3 clusters Score -1118862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1118861.625000 Penalty: 4569.666016
	Iteration 50F: 3 clusters Score -1118862 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26632 members 
Mstep: Class 3 contains 213032 members 
Mstep: Class 4 contains 10902 members 
Mstep: Class 5 contains 21006 members 
Mstep: Class 6 contains 76690 members 
Mstep: Class 7 contains 56151 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 301472 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12789 members 
Mstep: Class 13 contains 26228 members 
Mstep: Class 14 contains 211720 members 
Mstep: Class 15 contains 2507 members 
Mstep: Class 16 contains 23848 members 
Mstep: Class 17 contains 5963 members 
Mstep: Class 18 contains 18960 members 
Mstep: Class 19 contains 242595 members 
Mstep: Class 20 contains 8263 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 8614 members 
Mstep: Class 24 contains 83680 members 
Mstep: Class 25 contains 12584 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420784.000000 Penalty: 94850.351562
Iteration 199Q: 28 clusters Score -1.614208e+08 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26629 members 
Mstep: Class 3 contains 212100 members 
Mstep: Class 4 contains 10902 members 
Mstep: Class 5 contains 21002 members 
Mstep: Class 6 contains 76747 members 
Mstep: Class 7 contains 56232 members 
Mstep: Class 8 contains 24228 members 
Mstep: Class 9 contains 10605 members 
Mstep: Class 10 contains 301434 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12863 members 
Mstep: Class 13 contains 26261 members 
Mstep: Class 14 contains 212020 members 
Mstep: Class 15 contains 2508 members 
Mstep: Class 16 contains 23875 members 
Mstep: Class 17 contains 5964 members 
Mstep: Class 18 contains 18961 members 
Mstep: Class 19 contains 243025 members 
Mstep: Class 20 contains 8262 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3917 members 
Mstep: Class 23 contains 8615 members 
Mstep: Class 24 contains 83663 members 
Mstep: Class 25 contains 12583 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 995 members 
Mstep: Class 28 contains 10014 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421248.000000 Penalty: 94850.351562
Iteration 200F: 28 clusters Score -1.614212e+08 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 3 contains 211192 members 
Mstep: Class 4 contains 10909 members 
Mstep: Class 5 contains 21001 members 
Mstep: Class 6 contains 76795 members 
Mstep: Class 7 contains 56287 members 
Mstep: Class 8 contains 24229 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 301424 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12917 members 
Mstep: Class 13 contains 26305 members 
Mstep: Class 14 contains 212298 members 
Mstep: Class 15 contains 2510 members 
Mstep: Class 16 contains 23901 members 
Mstep: Class 17 contains 5964 members 
Mstep: Class 18 contains 18960 members 
Mstep: Class 19 contains 243456 members 
Mstep: Class 20 contains 8258 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 8619 members 
Mstep: Class 24 contains 83655 members 
Mstep: Class 25 contains 12582 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 996 members 
Mstep: Class 28 contains 10006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421104.000000 Penalty: 94850.351562
Iteration 201Q: 28 clusters Score -1.614211e+08 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 3 contains 210370 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 21005 members 
Mstep: Class 6 contains 76854 members 
Mstep: Class 7 contains 56340 members 
Mstep: Class 8 contains 24226 members 
Mstep: Class 9 contains 10601 members 
Mstep: Class 10 contains 301390 members 
Mstep: Class 11 contains 2338 members 
Mstep: Class 12 contains 12993 members 
Mstep: Class 13 contains 26341 members 
Mstep: Class 14 contains 212548 members 
Mstep: Class 15 contains 2511 members 
Mstep: Class 16 contains 23926 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 18955 members 
Mstep: Class 19 contains 243824 members 
Mstep: Class 20 contains 8255 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 8621 members 
Mstep: Class 24 contains 83652 members 
Mstep: Class 25 contains 12583 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 10004 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421312.000000 Penalty: 94850.351562
Iteration 202Q: 28 clusters Score -1.614213e+08 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 3 contains 209681 members 
Mstep: Class 4 contains 10907 members 
Mstep: Class 5 contains 21004 members 
Mstep: Class 6 contains 76906 members 
Mstep: Class 7 contains 56383 members 
Mstep: Class 8 contains 24215 members 
Mstep: Class 9 contains 10607 members 
Mstep: Class 10 contains 301347 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13050 members 
Mstep: Class 13 contains 26362 members 
Mstep: Class 14 contains 212772 members 
Mstep: Class 15 contains 2512 members 
Mstep: Class 16 contains 23927 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18961 members 
Mstep: Class 19 contains 244136 members 
Mstep: Class 20 contains 8255 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8623 members 
Mstep: Class 24 contains 83667 members 
Mstep: Class 25 contains 12585 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 997 members 
Mstep: Class 28 contains 10003 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420848.000000 Penalty: 94850.351562
Iteration 203Q: 28 clusters Score -1.614208e+08 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 3 contains 209012 members 
Mstep: Class 4 contains 10910 members 
Mstep: Class 5 contains 20999 members 
Mstep: Class 6 contains 76958 members 
Mstep: Class 7 contains 56426 members 
Mstep: Class 8 contains 24210 members 
Mstep: Class 9 contains 10607 members 
Mstep: Class 10 contains 301311 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13077 members 
Mstep: Class 13 contains 26380 members 
Mstep: Class 14 contains 212988 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 23949 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18966 members 
Mstep: Class 19 contains 244461 members 
Mstep: Class 20 contains 8254 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 8625 members 
Mstep: Class 24 contains 83669 members 
Mstep: Class 25 contains 12589 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 999 members 
Mstep: Class 28 contains 9998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420688.000000 Penalty: 94850.351562
Iteration 204Q: 28 clusters Score -1.614207e+08 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 3 contains 208329 members 
Mstep: Class 4 contains 10909 members 
Mstep: Class 5 contains 20989 members 
Mstep: Class 6 contains 77013 members 
Mstep: Class 7 contains 56458 members 
Mstep: Class 8 contains 24206 members 
Mstep: Class 9 contains 10607 members 
Mstep: Class 10 contains 301298 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13116 members 
Mstep: Class 13 contains 26407 members 
Mstep: Class 14 contains 213237 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 23978 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18974 members 
Mstep: Class 19 contains 244721 members 
Mstep: Class 20 contains 8252 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8629 members 
Mstep: Class 24 contains 83675 members 
Mstep: Class 25 contains 12592 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 1004 members 
Mstep: Class 28 contains 9995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420528.000000 Penalty: 94850.351562
Iteration 205Q: 28 clusters Score -1.614205e+08 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26627 members 
Mstep: Class 3 contains 207690 members 
Mstep: Class 4 contains 10906 members 
Mstep: Class 5 contains 20980 members 
Mstep: Class 6 contains 77086 members 
Mstep: Class 7 contains 56494 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 10612 members 
Mstep: Class 10 contains 301259 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13145 members 
Mstep: Class 13 contains 26425 members 
Mstep: Class 14 contains 213487 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 24004 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18976 members 
Mstep: Class 19 contains 244961 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8629 members 
Mstep: Class 24 contains 83687 members 
Mstep: Class 25 contains 12593 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1006 members 
Mstep: Class 28 contains 9990 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420368.000000 Penalty: 94850.351562
Iteration 206Q: 28 clusters Score -1.614204e+08 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 3 contains 207132 members 
Mstep: Class 4 contains 10908 members 
Mstep: Class 5 contains 20975 members 
Mstep: Class 6 contains 77155 members 
Mstep: Class 7 contains 56544 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 10616 members 
Mstep: Class 10 contains 301146 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13199 members 
Mstep: Class 13 contains 26446 members 
Mstep: Class 14 contains 213703 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 24024 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18976 members 
Mstep: Class 19 contains 245200 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8627 members 
Mstep: Class 24 contains 83690 members 
Mstep: Class 25 contains 12593 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1009 members 
Mstep: Class 28 contains 9987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420800.000000 Penalty: 94850.351562
Iteration 207Q: 28 clusters Score -1.614208e+08 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26618 members 
Mstep: Class 3 contains 206501 members 
Mstep: Class 4 contains 10911 members 
Mstep: Class 5 contains 20974 members 
Mstep: Class 6 contains 77223 members 
Mstep: Class 7 contains 56585 members 
Mstep: Class 8 contains 24210 members 
Mstep: Class 9 contains 10612 members 
Mstep: Class 10 contains 301155 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13269 members 
Mstep: Class 13 contains 26471 members 
Mstep: Class 14 contains 213895 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 24045 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 18977 members 
Mstep: Class 19 contains 245405 members 
Mstep: Class 20 contains 8249 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8631 members 
Mstep: Class 24 contains 83691 members 
Mstep: Class 25 contains 12592 members 
Mstep: Class 26 contains 2300 members 
Mstep: Class 27 contains 1013 members 
Mstep: Class 28 contains 9984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420784.000000 Penalty: 94850.351562
Iteration 208Q: 28 clusters Score -1.614208e+08 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 3 contains 205918 members 
Mstep: Class 4 contains 10910 members 
Mstep: Class 5 contains 20977 members 
Mstep: Class 6 contains 77253 members 
Mstep: Class 7 contains 56648 members 
Mstep: Class 8 contains 24211 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 301147 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13329 members 
Mstep: Class 13 contains 26491 members 
Mstep: Class 14 contains 214077 members 
Mstep: Class 15 contains 2513 members 
Mstep: Class 16 contains 24068 members 
Mstep: Class 17 contains 5970 members 
Mstep: Class 18 contains 18977 members 
Mstep: Class 19 contains 245597 members 
Mstep: Class 20 contains 8249 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8635 members 
Mstep: Class 24 contains 83713 members 
Mstep: Class 25 contains 12592 members 
Mstep: Class 26 contains 2300 members 
Mstep: Class 27 contains 1013 members 
Mstep: Class 28 contains 9978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420736.000000 Penalty: 94850.351562
Iteration 209Q: 28 clusters Score -1.614207e+08 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 3 contains 205400 members 
Mstep: Class 4 contains 10910 members 
Mstep: Class 5 contains 20981 members 
Mstep: Class 6 contains 77289 members 
Mstep: Class 7 contains 56726 members 
Mstep: Class 8 contains 24207 members 
Mstep: Class 9 contains 10605 members 
Mstep: Class 10 contains 301086 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13397 members 
Mstep: Class 13 contains 26521 members 
Mstep: Class 14 contains 214258 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24083 members 
Mstep: Class 17 contains 5968 members 
Mstep: Class 18 contains 18983 members 
Mstep: Class 19 contains 245754 members 
Mstep: Class 20 contains 8249 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8637 members 
Mstep: Class 24 contains 83729 members 
Mstep: Class 25 contains 12593 members 
Mstep: Class 26 contains 2300 members 
Mstep: Class 27 contains 1013 members 
Mstep: Class 28 contains 9975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420896.000000 Penalty: 94850.351562
Iteration 210Q: 28 clusters Score -1.614209e+08 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26615 members 
Mstep: Class 3 contains 204959 members 
Mstep: Class 4 contains 10911 members 
Mstep: Class 5 contains 20980 members 
Mstep: Class 6 contains 77336 members 
Mstep: Class 7 contains 56787 members 
Mstep: Class 8 contains 24197 members 
Mstep: Class 9 contains 10607 members 
Mstep: Class 10 contains 301006 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13460 members 
Mstep: Class 13 contains 26547 members 
Mstep: Class 14 contains 214391 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24094 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 18982 members 
Mstep: Class 19 contains 245934 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8642 members 
Mstep: Class 24 contains 83732 members 
Mstep: Class 25 contains 12598 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1014 members 
Mstep: Class 28 contains 9972 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421200.000000 Penalty: 94850.351562
Iteration 211Q: 28 clusters Score -1.614212e+08 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 3 contains 204515 members 
Mstep: Class 4 contains 10914 members 
Mstep: Class 5 contains 20971 members 
Mstep: Class 6 contains 77370 members 
Mstep: Class 7 contains 56839 members 
Mstep: Class 8 contains 24188 members 
Mstep: Class 9 contains 10610 members 
Mstep: Class 10 contains 300977 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13498 members 
Mstep: Class 13 contains 26575 members 
Mstep: Class 14 contains 214539 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24107 members 
Mstep: Class 17 contains 5968 members 
Mstep: Class 18 contains 18979 members 
Mstep: Class 19 contains 246099 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8650 members 
Mstep: Class 24 contains 83737 members 
Mstep: Class 25 contains 12601 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1014 members 
Mstep: Class 28 contains 9969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421104.000000 Penalty: 94850.351562
Iteration 212Q: 28 clusters Score -1.614211e+08 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 3 contains 204159 members 
Mstep: Class 4 contains 10916 members 
Mstep: Class 5 contains 20967 members 
Mstep: Class 6 contains 77393 members 
Mstep: Class 7 contains 56904 members 
Mstep: Class 8 contains 24183 members 
Mstep: Class 9 contains 10609 members 
Mstep: Class 10 contains 300909 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13551 members 
Mstep: Class 13 contains 26605 members 
Mstep: Class 14 contains 214658 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24123 members 
Mstep: Class 17 contains 5970 members 
Mstep: Class 18 contains 18983 members 
Mstep: Class 19 contains 246221 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8652 members 
Mstep: Class 24 contains 83737 members 
Mstep: Class 25 contains 12603 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1014 members 
Mstep: Class 28 contains 9963 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421296.000000 Penalty: 94850.351562
Iteration 213Q: 28 clusters Score -1.614213e+08 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 3 contains 203784 members 
Mstep: Class 4 contains 10919 members 
Mstep: Class 5 contains 20964 members 
Mstep: Class 6 contains 77421 members 
Mstep: Class 7 contains 56960 members 
Mstep: Class 8 contains 24184 members 
Mstep: Class 9 contains 10606 members 
Mstep: Class 10 contains 300839 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13592 members 
Mstep: Class 13 contains 26628 members 
Mstep: Class 14 contains 214832 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24135 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 18984 members 
Mstep: Class 19 contains 246321 members 
Mstep: Class 20 contains 8249 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8654 members 
Mstep: Class 24 contains 83757 members 
Mstep: Class 25 contains 12603 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1014 members 
Mstep: Class 28 contains 9958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421184.000000 Penalty: 94850.351562
Iteration 214Q: 28 clusters Score -1.614212e+08 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 3 contains 203423 members 
Mstep: Class 4 contains 10920 members 
Mstep: Class 5 contains 20959 members 
Mstep: Class 6 contains 77446 members 
Mstep: Class 7 contains 57023 members 
Mstep: Class 8 contains 24183 members 
Mstep: Class 9 contains 10603 members 
Mstep: Class 10 contains 300763 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13642 members 
Mstep: Class 13 contains 26649 members 
Mstep: Class 14 contains 215024 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24144 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 18986 members 
Mstep: Class 19 contains 246408 members 
Mstep: Class 20 contains 8249 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8657 members 
Mstep: Class 24 contains 83750 members 
Mstep: Class 25 contains 12603 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1014 members 
Mstep: Class 28 contains 9955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421408.000000 Penalty: 94850.351562
Iteration 215Q: 28 clusters Score -1.614214e+08 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 3 contains 203077 members 
Mstep: Class 4 contains 10920 members 
Mstep: Class 5 contains 20957 members 
Mstep: Class 6 contains 77476 members 
Mstep: Class 7 contains 57091 members 
Mstep: Class 8 contains 24183 members 
Mstep: Class 9 contains 10601 members 
Mstep: Class 10 contains 300690 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13703 members 
Mstep: Class 13 contains 26666 members 
Mstep: Class 14 contains 215180 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24152 members 
Mstep: Class 17 contains 5965 members 
Mstep: Class 18 contains 18986 members 
Mstep: Class 19 contains 246495 members 
Mstep: Class 20 contains 8250 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 8658 members 
Mstep: Class 24 contains 83749 members 
Mstep: Class 25 contains 12605 members 
Mstep: Class 26 contains 2300 members 
Mstep: Class 27 contains 1013 members 
Mstep: Class 28 contains 9951 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421616.000000 Penalty: 94850.351562
Iteration 216Q: 28 clusters Score -1.614216e+08 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 3 contains 202745 members 
Mstep: Class 4 contains 10922 members 
Mstep: Class 5 contains 20956 members 
Mstep: Class 6 contains 77505 members 
Mstep: Class 7 contains 57155 members 
Mstep: Class 8 contains 24180 members 
Mstep: Class 9 contains 10601 members 
Mstep: Class 10 contains 300577 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13772 members 
Mstep: Class 13 contains 26682 members 
Mstep: Class 14 contains 215370 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24158 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18989 members 
Mstep: Class 19 contains 246574 members 
Mstep: Class 20 contains 8250 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 83741 members 
Mstep: Class 25 contains 12606 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1014 members 
Mstep: Class 28 contains 9949 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421856.000000 Penalty: 94850.351562
Iteration 217Q: 28 clusters Score -1.614219e+08 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 3 contains 202365 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 20950 members 
Mstep: Class 6 contains 77523 members 
Mstep: Class 7 contains 57189 members 
Mstep: Class 8 contains 24180 members 
Mstep: Class 9 contains 10603 members 
Mstep: Class 10 contains 300522 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13853 members 
Mstep: Class 13 contains 26715 members 
Mstep: Class 14 contains 215553 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24166 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18987 members 
Mstep: Class 19 contains 246672 members 
Mstep: Class 20 contains 8250 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8660 members 
Mstep: Class 24 contains 83725 members 
Mstep: Class 25 contains 12607 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1015 members 
Mstep: Class 28 contains 9946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422144.000000 Penalty: 94850.351562
Iteration 218Q: 28 clusters Score -1.614221e+08 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 3 contains 202005 members 
Mstep: Class 4 contains 10923 members 
Mstep: Class 5 contains 20946 members 
Mstep: Class 6 contains 77551 members 
Mstep: Class 7 contains 57240 members 
Mstep: Class 8 contains 24182 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 300491 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 13928 members 
Mstep: Class 13 contains 26748 members 
Mstep: Class 14 contains 215699 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24180 members 
Mstep: Class 17 contains 5968 members 
Mstep: Class 18 contains 18988 members 
Mstep: Class 19 contains 246743 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3908 members 
Mstep: Class 23 contains 8660 members 
Mstep: Class 24 contains 83709 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1016 members 
Mstep: Class 28 contains 9943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422016.000000 Penalty: 94850.351562
Iteration 219Q: 28 clusters Score -1.61422e+08 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 3 contains 201631 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 20946 members 
Mstep: Class 6 contains 77569 members 
Mstep: Class 7 contains 57298 members 
Mstep: Class 8 contains 24184 members 
Mstep: Class 9 contains 10600 members 
Mstep: Class 10 contains 300453 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 14007 members 
Mstep: Class 13 contains 26782 members 
Mstep: Class 14 contains 215831 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24196 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 18990 members 
Mstep: Class 19 contains 246832 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 83697 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1017 members 
Mstep: Class 28 contains 9939 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422000.000000 Penalty: 94850.351562
Iteration 220F: 28 clusters Score -1.61422e+08 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 3 contains 201222 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 20946 members 
Mstep: Class 6 contains 77597 members 
Mstep: Class 7 contains 57356 members 
Mstep: Class 8 contains 24184 members 
Mstep: Class 9 contains 10604 members 
Mstep: Class 10 contains 300397 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14120 members 
Mstep: Class 13 contains 26807 members 
Mstep: Class 14 contains 215987 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24210 members 
Mstep: Class 17 contains 5966 members 
Mstep: Class 18 contains 18990 members 
Mstep: Class 19 contains 246915 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8659 members 
Mstep: Class 24 contains 83690 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1018 members 
Mstep: Class 28 contains 9931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422416.000000 Penalty: 94850.351562
Iteration 221Q: 28 clusters Score -1.614224e+08 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 3 contains 200801 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 20945 members 
Mstep: Class 6 contains 77617 members 
Mstep: Class 7 contains 57422 members 
Mstep: Class 8 contains 24183 members 
Mstep: Class 9 contains 10608 members 
Mstep: Class 10 contains 300336 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14235 members 
Mstep: Class 13 contains 26830 members 
Mstep: Class 14 contains 216153 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24229 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 18992 members 
Mstep: Class 19 contains 247000 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8661 members 
Mstep: Class 24 contains 83677 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1019 members 
Mstep: Class 28 contains 9926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422224.000000 Penalty: 94850.351562
Iteration 222Q: 28 clusters Score -1.614222e+08 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 3 contains 200341 members 
Mstep: Class 4 contains 10925 members 
Mstep: Class 5 contains 20941 members 
Mstep: Class 6 contains 77639 members 
Mstep: Class 7 contains 57482 members 
Mstep: Class 8 contains 24185 members 
Mstep: Class 9 contains 10614 members 
Mstep: Class 10 contains 300304 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14331 members 
Mstep: Class 13 contains 26849 members 
Mstep: Class 14 contains 216361 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24244 members 
Mstep: Class 17 contains 5967 members 
Mstep: Class 18 contains 18991 members 
Mstep: Class 19 contains 247088 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 83666 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1019 members 
Mstep: Class 28 contains 9920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422288.000000 Penalty: 94850.351562
Iteration 223Q: 28 clusters Score -1.614223e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 3 contains 199938 members 
Mstep: Class 4 contains 10924 members 
Mstep: Class 5 contains 20943 members 
Mstep: Class 6 contains 77658 members 
Mstep: Class 7 contains 57546 members 
Mstep: Class 8 contains 24186 members 
Mstep: Class 9 contains 10620 members 
Mstep: Class 10 contains 300254 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14414 members 
Mstep: Class 13 contains 26865 members 
Mstep: Class 14 contains 216583 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24256 members 
Mstep: Class 17 contains 5966 members 
Mstep: Class 18 contains 18993 members 
Mstep: Class 19 contains 247153 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8663 members 
Mstep: Class 24 contains 83629 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1020 members 
Mstep: Class 28 contains 9920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422624.000000 Penalty: 94850.351562
Iteration 224Q: 28 clusters Score -1.614226e+08 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26596 members 
Mstep: Class 3 contains 199546 members 
Mstep: Class 4 contains 10926 members 
Mstep: Class 5 contains 20946 members 
Mstep: Class 6 contains 77684 members 
Mstep: Class 7 contains 57602 members 
Mstep: Class 8 contains 24184 members 
Mstep: Class 9 contains 10624 members 
Mstep: Class 10 contains 300165 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14516 members 
Mstep: Class 13 contains 26881 members 
Mstep: Class 14 contains 216816 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24267 members 
Mstep: Class 17 contains 5969 members 
Mstep: Class 18 contains 18993 members 
Mstep: Class 19 contains 247229 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 8663 members 
Mstep: Class 24 contains 83577 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1021 members 
Mstep: Class 28 contains 9916 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422544.000000 Penalty: 94850.351562
Iteration 225Q: 28 clusters Score -1.614225e+08 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26591 members 
Mstep: Class 3 contains 199211 members 
Mstep: Class 4 contains 10929 members 
Mstep: Class 5 contains 20943 members 
Mstep: Class 6 contains 77711 members 
Mstep: Class 7 contains 57648 members 
Mstep: Class 8 contains 24185 members 
Mstep: Class 9 contains 10628 members 
Mstep: Class 10 contains 300107 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14595 members 
Mstep: Class 13 contains 26898 members 
Mstep: Class 14 contains 217022 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24285 members 
Mstep: Class 17 contains 5970 members 
Mstep: Class 18 contains 18991 members 
Mstep: Class 19 contains 247274 members 
Mstep: Class 20 contains 8246 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 83538 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1022 members 
Mstep: Class 28 contains 9914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422336.000000 Penalty: 94850.351562
Iteration 226Q: 28 clusters Score -1.614223e+08 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 3 contains 198945 members 
Mstep: Class 4 contains 10929 members 
Mstep: Class 5 contains 20944 members 
Mstep: Class 6 contains 77733 members 
Mstep: Class 7 contains 57692 members 
Mstep: Class 8 contains 24185 members 
Mstep: Class 9 contains 10634 members 
Mstep: Class 10 contains 299954 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14694 members 
Mstep: Class 13 contains 26915 members 
Mstep: Class 14 contains 217234 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24298 members 
Mstep: Class 17 contains 5971 members 
Mstep: Class 18 contains 18989 members 
Mstep: Class 19 contains 247301 members 
Mstep: Class 20 contains 8246 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8660 members 
Mstep: Class 24 contains 83525 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 2300 members 
Mstep: Class 27 contains 1023 members 
Mstep: Class 28 contains 9913 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422544.000000 Penalty: 94850.351562
Iteration 227Q: 28 clusters Score -1.614225e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 3 contains 198692 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 20945 members 
Mstep: Class 6 contains 77753 members 
Mstep: Class 7 contains 57746 members 
Mstep: Class 8 contains 24184 members 
Mstep: Class 9 contains 10641 members 
Mstep: Class 10 contains 299742 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14799 members 
Mstep: Class 13 contains 26928 members 
Mstep: Class 14 contains 217479 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24315 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 18990 members 
Mstep: Class 19 contains 247329 members 
Mstep: Class 20 contains 8245 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 83502 members 
Mstep: Class 25 contains 12608 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 9910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422752.000000 Penalty: 94850.351562
Iteration 228Q: 28 clusters Score -1.614228e+08 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 3 contains 198449 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 20945 members 
Mstep: Class 6 contains 77781 members 
Mstep: Class 7 contains 57797 members 
Mstep: Class 8 contains 24189 members 
Mstep: Class 9 contains 10643 members 
Mstep: Class 10 contains 299557 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 14913 members 
Mstep: Class 13 contains 26941 members 
Mstep: Class 14 contains 217698 members 
Mstep: Class 15 contains 2514 members 
Mstep: Class 16 contains 24319 members 
Mstep: Class 17 contains 5974 members 
Mstep: Class 18 contains 18993 members 
Mstep: Class 19 contains 247332 members 
Mstep: Class 20 contains 8244 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 8663 members 
Mstep: Class 24 contains 83491 members 
Mstep: Class 25 contains 12607 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 9909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422416.000000 Penalty: 94850.351562
Iteration 229Q: 28 clusters Score -1.614224e+08 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26578 members 
Mstep: Class 3 contains 198188 members 
Mstep: Class 4 contains 10933 members 
Mstep: Class 5 contains 20947 members 
Mstep: Class 6 contains 77809 members 
Mstep: Class 7 contains 57838 members 
Mstep: Class 8 contains 24191 members 
Mstep: Class 9 contains 10645 members 
Mstep: Class 10 contains 299432 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 15025 members 
Mstep: Class 13 contains 26959 members 
Mstep: Class 14 contains 217892 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24336 members 
Mstep: Class 17 contains 5974 members 
Mstep: Class 18 contains 18994 members 
Mstep: Class 19 contains 247326 members 
Mstep: Class 20 contains 8244 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3916 members 
Mstep: Class 23 contains 8661 members 
Mstep: Class 24 contains 83464 members 
Mstep: Class 25 contains 12607 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 9909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422144.000000 Penalty: 94850.351562
Iteration 230Q: 28 clusters Score -1.614221e+08 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 3 contains 197905 members 
Mstep: Class 4 contains 10932 members 
Mstep: Class 5 contains 20948 members 
Mstep: Class 6 contains 77833 members 
Mstep: Class 7 contains 57888 members 
Mstep: Class 8 contains 24191 members 
Mstep: Class 9 contains 10651 members 
Mstep: Class 10 contains 299343 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 15133 members 
Mstep: Class 13 contains 26984 members 
Mstep: Class 14 contains 218081 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24359 members 
Mstep: Class 17 contains 5974 members 
Mstep: Class 18 contains 18998 members 
Mstep: Class 19 contains 247303 members 
Mstep: Class 20 contains 8242 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3915 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 83437 members 
Mstep: Class 25 contains 12607 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 9908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421920.000000 Penalty: 94850.351562
Iteration 231Q: 28 clusters Score -1.614219e+08 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 3 contains 197599 members 
Mstep: Class 4 contains 10930 members 
Mstep: Class 5 contains 20941 members 
Mstep: Class 6 contains 77846 members 
Mstep: Class 7 contains 57945 members 
Mstep: Class 8 contains 24192 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 299260 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 15236 members 
Mstep: Class 13 contains 27007 members 
Mstep: Class 14 contains 218283 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24379 members 
Mstep: Class 17 contains 5975 members 
Mstep: Class 18 contains 18999 members 
Mstep: Class 19 contains 247312 members 
Mstep: Class 20 contains 8239 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 83409 members 
Mstep: Class 25 contains 12607 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 9907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421600.000000 Penalty: 94850.351562
Iteration 232Q: 28 clusters Score -1.614216e+08 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 3 contains 197278 members 
Mstep: Class 4 contains 10929 members 
Mstep: Class 5 contains 20934 members 
Mstep: Class 6 contains 77859 members 
Mstep: Class 7 contains 57994 members 
Mstep: Class 8 contains 24194 members 
Mstep: Class 9 contains 10658 members 
Mstep: Class 10 contains 299240 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 15319 members 
Mstep: Class 13 contains 27032 members 
Mstep: Class 14 contains 218469 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24393 members 
Mstep: Class 17 contains 5974 members 
Mstep: Class 18 contains 18998 members 
Mstep: Class 19 contains 247311 members 
Mstep: Class 20 contains 8237 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 83393 members 
Mstep: Class 25 contains 12607 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 9905 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421984.000000 Penalty: 94850.351562
Iteration 233Q: 28 clusters Score -1.61422e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26567 members 
Mstep: Class 3 contains 196959 members 
Mstep: Class 4 contains 10929 members 
Mstep: Class 5 contains 20924 members 
Mstep: Class 6 contains 77901 members 
Mstep: Class 7 contains 58044 members 
Mstep: Class 8 contains 24195 members 
Mstep: Class 9 contains 10669 members 
Mstep: Class 10 contains 299165 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 15411 members 
Mstep: Class 13 contains 27052 members 
Mstep: Class 14 contains 218659 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24422 members 
Mstep: Class 17 contains 5974 members 
Mstep: Class 18 contains 18999 members 
Mstep: Class 19 contains 247301 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8662 members 
Mstep: Class 24 contains 83382 members 
Mstep: Class 25 contains 12607 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 9901 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421776.000000 Penalty: 94850.351562
Iteration 234Q: 28 clusters Score -1.614218e+08 nChanged 1649
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 3 contains 196616 members 
Mstep: Class 4 contains 10929 members 
Mstep: Class 5 contains 20922 members 
Mstep: Class 6 contains 77949 members 
Mstep: Class 7 contains 58074 members 
Mstep: Class 8 contains 24198 members 
Mstep: Class 9 contains 10677 members 
Mstep: Class 10 contains 299093 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 15519 members 
Mstep: Class 13 contains 27058 members 
Mstep: Class 14 contains 218838 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24453 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 19003 members 
Mstep: Class 19 contains 247317 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8663 members 
Mstep: Class 24 contains 83368 members 
Mstep: Class 25 contains 12607 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 9898 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421856.000000 Penalty: 94850.351562
Iteration 235Q: 28 clusters Score -1.614219e+08 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 3 contains 196249 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 20922 members 
Mstep: Class 6 contains 77986 members 
Mstep: Class 7 contains 58105 members 
Mstep: Class 8 contains 24198 members 
Mstep: Class 9 contains 10679 members 
Mstep: Class 10 contains 298954 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 15679 members 
Mstep: Class 13 contains 27076 members 
Mstep: Class 14 contains 219005 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24477 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 247393 members 
Mstep: Class 20 contains 8236 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 8664 members 
Mstep: Class 24 contains 83364 members 
Mstep: Class 25 contains 12609 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1024 members 
Mstep: Class 28 contains 9884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421968.000000 Penalty: 94850.351562
Iteration 236Q: 28 clusters Score -1.61422e+08 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 3 contains 195868 members 
Mstep: Class 4 contains 10935 members 
Mstep: Class 5 contains 20923 members 
Mstep: Class 6 contains 78028 members 
Mstep: Class 7 contains 58139 members 
Mstep: Class 8 contains 24201 members 
Mstep: Class 9 contains 10678 members 
Mstep: Class 10 contains 298872 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 15817 members 
Mstep: Class 13 contains 27104 members 
Mstep: Class 14 contains 219200 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24489 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 19005 members 
Mstep: Class 19 contains 247420 members 
Mstep: Class 20 contains 8237 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3914 members 
Mstep: Class 23 contains 8665 members 
Mstep: Class 24 contains 83353 members 
Mstep: Class 25 contains 12610 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 9876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421888.000000 Penalty: 94850.351562
Iteration 237Q: 28 clusters Score -1.614219e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26558 members 
Mstep: Class 3 contains 195402 members 
Mstep: Class 4 contains 10935 members 
Mstep: Class 5 contains 20923 members 
Mstep: Class 6 contains 78083 members 
Mstep: Class 7 contains 58186 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 10679 members 
Mstep: Class 10 contains 298777 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 15937 members 
Mstep: Class 13 contains 27125 members 
Mstep: Class 14 contains 219422 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24537 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 19008 members 
Mstep: Class 19 contains 247470 members 
Mstep: Class 20 contains 8236 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 8665 members 
Mstep: Class 24 contains 83353 members 
Mstep: Class 25 contains 12610 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9870 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422320.000000 Penalty: 94850.351562
Iteration 238Q: 28 clusters Score -1.614223e+08 nChanged 1937
Entering ConstructFrom: 
Score: -161422320.000000 Penalty: 94850.351562
Entering ConstructFrom: 
Trying to split cluster 1 (26552 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26552 members 
Entering Unmasked Estep 
Score: -2980156.750000 Penalty: 2526.341309
	Iteration 0F: 2 clusters Score -2980157 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13344 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -2961977.500000 Penalty: 5052.682617
	Iteration 0F: 3 clusters Score -2961978 nChanged 11821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2968291.250000 Penalty: 5052.682617
	Iteration 1F: 3 clusters Score -2968291 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 12435 members 
Entering Unmasked Estep 
Score: -2968821.250000 Penalty: 5052.682617
	Iteration 2F: 3 clusters Score -2968821 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 11938 members 
Entering Unmasked Estep 
Score: -2969300.250000 Penalty: 5052.682617
	Iteration 3Q: 3 clusters Score -2969300 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -2969766.250000 Penalty: 5052.682617
	Iteration 4Q: 3 clusters Score -2969766 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 10602 members 
Entering Unmasked Estep 
Score: -2970288.250000 Penalty: 5052.682617
	Iteration 5Q: 3 clusters Score -2970288 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16923 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -2970940.000000 Penalty: 5052.682617
	Iteration 6Q: 3 clusters Score -2970940 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -2971813.500000 Penalty: 5052.682617
	Iteration 7F: 3 clusters Score -2971814 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 7036 members 
Entering Unmasked Estep 
Score: -2972921.000000 Penalty: 5052.682617
	Iteration 8F: 3 clusters Score -2972921 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -2974210.500000 Penalty: 5052.682617
	Iteration 9F: 3 clusters Score -2974210 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -2975499.500000 Penalty: 5052.682617
	Iteration 10F: 3 clusters Score -2975500 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23552 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -2976487.250000 Penalty: 5052.682617
	Iteration 11Q: 3 clusters Score -2976487 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24346 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -2977150.750000 Penalty: 5052.682617
	Iteration 12Q: 3 clusters Score -2977151 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24864 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -2977602.750000 Penalty: 5052.682617
	Iteration 13Q: 3 clusters Score -2977603 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -2977864.750000 Penalty: 5052.682617
	Iteration 14Q: 3 clusters Score -2977865 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -2977992.000000 Penalty: 5052.682617
	Iteration 15Q: 3 clusters Score -2977992 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -2978066.000000 Penalty: 5052.682617
	Iteration 16Q: 3 clusters Score -2978066 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25527 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -2978112.500000 Penalty: 5052.682617
	Iteration 17Q: 3 clusters Score -2978112 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25571 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2978148.750000 Penalty: 5052.682617
	Iteration 18Q: 3 clusters Score -2978149 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -2978168.500000 Penalty: 5052.682617
	Iteration 19Q: 3 clusters Score -2978168 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25625 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -2978199.250000 Penalty: 5052.682617
	Iteration 20F: 3 clusters Score -2978199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25645 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -2978225.500000 Penalty: 5052.682617
	Iteration 21Q: 3 clusters Score -2978226 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2978248.250000 Penalty: 5052.682617
	Iteration 22Q: 3 clusters Score -2978248 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -2978251.000000 Penalty: 5052.682617
	Iteration 23Q: 3 clusters Score -2978251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -2978249.500000 Penalty: 5052.682617
	Iteration 24Q: 3 clusters Score -2978250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25662 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -2978257.000000 Penalty: 5052.682617
	Iteration 25Q: 3 clusters Score -2978257 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -2978270.250000 Penalty: 5052.682617
	Iteration 26Q: 3 clusters Score -2978270 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -2978275.000000 Penalty: 5052.682617
	Iteration 27Q: 3 clusters Score -2978275 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25685 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -2978295.250000 Penalty: 5052.682617
	Iteration 28Q: 3 clusters Score -2978295 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -2978294.000000 Penalty: 5052.682617
	Iteration 29Q: 3 clusters Score -2978294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25691 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -2978310.750000 Penalty: 5052.682617
	Iteration 30Q: 3 clusters Score -2978311 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -2978306.500000 Penalty: 5052.682617
	Iteration 31Q: 3 clusters Score -2978306 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25695 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -2978314.000000 Penalty: 5052.682617
	Iteration 32Q: 3 clusters Score -2978314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25702 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -2978330.750000 Penalty: 5052.682617
	Iteration 33Q: 3 clusters Score -2978331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -2978334.000000 Penalty: 5052.682617
	Iteration 34Q: 3 clusters Score -2978334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25706 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -2978338.750000 Penalty: 5052.682617
	Iteration 35Q: 3 clusters Score -2978339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25704 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -2978339.750000 Penalty: 5052.682617
	Iteration 36Q: 3 clusters Score -2978340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25707 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -2978343.500000 Penalty: 5052.682617
	Iteration 37Q: 3 clusters Score -2978344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25710 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -2978346.000000 Penalty: 5052.682617
	Iteration 38Q: 3 clusters Score -2978346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2978348.750000 Penalty: 5052.682617
	Iteration 39Q: 3 clusters Score -2978349 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2978352.500000 Penalty: 5052.682617
	Iteration 40F: 3 clusters Score -2978352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25713 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -2978349.500000 Penalty: 5052.682617
	Iteration 41Q: 3 clusters Score -2978350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25714 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -2978353.750000 Penalty: 5052.682617
	Iteration 42Q: 3 clusters Score -2978354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -2978359.000000 Penalty: 5052.682617
	Iteration 43Q: 3 clusters Score -2978359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2978356.750000 Penalty: 5052.682617
	Iteration 44Q: 3 clusters Score -2978357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2978358.500000 Penalty: 5052.682617
	Iteration 45Q: 3 clusters Score -2978358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -2978357.500000 Penalty: 5052.682617
	Iteration 46Q: 3 clusters Score -2978358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2978361.500000 Penalty: 5052.682617
	Iteration 47Q: 3 clusters Score -2978362 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -2978361.500000 Penalty: 5052.682617
	Iteration 48F: 3 clusters Score -2978362 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (194974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194974 members 
Entering Unmasked Estep 
Score: -22961296.000000 Penalty: 3020.793945
	Iteration 0F: 2 clusters Score -2.29613e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97476 members 
Mstep: Class 2 contains 97498 members 
Entering Unmasked Estep 
Score: -22835928.000000 Penalty: 6041.587891
	Iteration 0F: 3 clusters Score -2.283593e+07 nChanged 93663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96931 members 
Mstep: Class 2 contains 98043 members 
Entering Unmasked Estep 
Score: -22891224.000000 Penalty: 6041.587891
	Iteration 1F: 3 clusters Score -2.289122e+07 nChanged 5833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96176 members 
Mstep: Class 2 contains 98798 members 
Entering Unmasked Estep 
Score: -22893118.000000 Penalty: 6041.587891
	Iteration 2Q: 3 clusters Score -2.289312e+07 nChanged 7059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94767 members 
Mstep: Class 2 contains 100207 members 
Entering Unmasked Estep 
Score: -22896072.000000 Penalty: 6041.587891
	Iteration 3Q: 3 clusters Score -2.289607e+07 nChanged 9368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91841 members 
Mstep: Class 2 contains 103133 members 
Entering Unmasked Estep 
Score: -22900904.000000 Penalty: 6041.587891
	Iteration 4Q: 3 clusters Score -2.29009e+07 nChanged 12210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86919 members 
Mstep: Class 2 contains 108055 members 
Entering Unmasked Estep 
Score: -22909136.000000 Penalty: 6041.587891
	Iteration 5F: 3 clusters Score -2.290914e+07 nChanged 15212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79587 members 
Mstep: Class 2 contains 115387 members 
Entering Unmasked Estep 
Score: -22921772.000000 Penalty: 6041.587891
	Iteration 6F: 3 clusters Score -2.292177e+07 nChanged 16663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71056 members 
Mstep: Class 2 contains 123918 members 
Entering Unmasked Estep 
Score: -22937488.000000 Penalty: 6041.587891
	Iteration 7F: 3 clusters Score -2.293749e+07 nChanged 13901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64719 members 
Mstep: Class 2 contains 130255 members 
Entering Unmasked Estep 
Score: -22949308.000000 Penalty: 6041.587891
	Iteration 8F: 3 clusters Score -2.294931e+07 nChanged 8436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61441 members 
Mstep: Class 2 contains 133533 members 
Entering Unmasked Estep 
Score: -22953470.000000 Penalty: 6041.587891
	Iteration 9Q: 3 clusters Score -2.295347e+07 nChanged 4137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59336 members 
Mstep: Class 2 contains 135638 members 
Entering Unmasked Estep 
Score: -22954658.000000 Penalty: 6041.587891
	Iteration 10Q: 3 clusters Score -2.295466e+07 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57543 members 
Mstep: Class 2 contains 137431 members 
Entering Unmasked Estep 
Score: -22955372.000000 Penalty: 6041.587891
	Iteration 11Q: 3 clusters Score -2.295537e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55833 members 
Mstep: Class 2 contains 139141 members 
Entering Unmasked Estep 
Score: -22955926.000000 Penalty: 6041.587891
	Iteration 12Q: 3 clusters Score -2.295593e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 140671 members 
Entering Unmasked Estep 
Score: -22956428.000000 Penalty: 6041.587891
	Iteration 13Q: 3 clusters Score -2.295643e+07 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52712 members 
Mstep: Class 2 contains 142262 members 
Entering Unmasked Estep 
Score: -22956796.000000 Penalty: 6041.587891
	Iteration 14Q: 3 clusters Score -2.29568e+07 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51169 members 
Mstep: Class 2 contains 143805 members 
Entering Unmasked Estep 
Score: -22957118.000000 Penalty: 6041.587891
	Iteration 15Q: 3 clusters Score -2.295712e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49602 members 
Mstep: Class 2 contains 145372 members 
Entering Unmasked Estep 
Score: -22957252.000000 Penalty: 6041.587891
	Iteration 16Q: 3 clusters Score -2.295725e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48085 members 
Mstep: Class 2 contains 146889 members 
Entering Unmasked Estep 
Score: -22957398.000000 Penalty: 6041.587891
	Iteration 17Q: 3 clusters Score -2.29574e+07 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46515 members 
Mstep: Class 2 contains 148459 members 
Entering Unmasked Estep 
Score: -22957726.000000 Penalty: 6041.587891
	Iteration 18Q: 3 clusters Score -2.295773e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 150246 members 
Entering Unmasked Estep 
Score: -22958160.000000 Penalty: 6041.587891
	Iteration 19Q: 3 clusters Score -2.295816e+07 nChanged 2083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 152329 members 
Entering Unmasked Estep 
Score: -22958494.000000 Penalty: 6041.587891
	Iteration 20F: 3 clusters Score -2.295849e+07 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 154756 members 
Entering Unmasked Estep 
Score: -22958648.000000 Penalty: 6041.587891
	Iteration 21Q: 3 clusters Score -2.295865e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 157532 members 
Entering Unmasked Estep 
Score: -22958836.000000 Penalty: 6041.587891
	Iteration 22Q: 3 clusters Score -2.295884e+07 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34205 members 
Mstep: Class 2 contains 160769 members 
Entering Unmasked Estep 
Score: -22958922.000000 Penalty: 6041.587891
	Iteration 23Q: 3 clusters Score -2.295892e+07 nChanged 3493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 164262 members 
Entering Unmasked Estep 
Score: -22959226.000000 Penalty: 6041.587891
	Iteration 24Q: 3 clusters Score -2.295923e+07 nChanged 3760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 168022 members 
Entering Unmasked Estep 
Score: -22959334.000000 Penalty: 6041.587891
	Iteration 25Q: 3 clusters Score -2.295933e+07 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 171873 members 
Entering Unmasked Estep 
Score: -22959616.000000 Penalty: 6041.587891
	Iteration 26Q: 3 clusters Score -2.295962e+07 nChanged 3737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19364 members 
Mstep: Class 2 contains 175610 members 
Entering Unmasked Estep 
Score: -22959910.000000 Penalty: 6041.587891
	Iteration 27Q: 3 clusters Score -2.295991e+07 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15842 members 
Mstep: Class 2 contains 179132 members 
Entering Unmasked Estep 
Score: -22960000.000000 Penalty: 6041.587891
	Iteration 28Q: 3 clusters Score -2.296e+07 nChanged 3143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 182275 members 
Entering Unmasked Estep 
Score: -22960054.000000 Penalty: 6041.587891
	Iteration 29Q: 3 clusters Score -2.296005e+07 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 184931 members 
Entering Unmasked Estep 
Score: -22960072.000000 Penalty: 6041.587891
	Iteration 30Q: 3 clusters Score -2.296007e+07 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 187088 members 
Entering Unmasked Estep 
Score: -22960124.000000 Penalty: 6041.587891
	Iteration 31Q: 3 clusters Score -2.296012e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6252 members 
Mstep: Class 2 contains 188722 members 
Entering Unmasked Estep 
Score: -22959860.000000 Penalty: 6041.587891
	Iteration 32Q: 3 clusters Score -2.295986e+07 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5104 members 
Mstep: Class 2 contains 189870 members 
Entering Unmasked Estep 
Score: -22959766.000000 Penalty: 6041.587891
	Iteration 33Q: 3 clusters Score -2.295977e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 190502 members 
Entering Unmasked Estep 
Score: -22959740.000000 Penalty: 6041.587891
	Iteration 34Q: 3 clusters Score -2.295974e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 190826 members 
Entering Unmasked Estep 
Score: -22959584.000000 Penalty: 6041.587891
	Iteration 35Q: 3 clusters Score -2.295958e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 190974 members 
Entering Unmasked Estep 
Score: -22959546.000000 Penalty: 6041.587891
	Iteration 36Q: 3 clusters Score -2.295955e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 191046 members 
Entering Unmasked Estep 
Score: -22959540.000000 Penalty: 6041.587891
	Iteration 37Q: 3 clusters Score -2.295954e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 191087 members 
Entering Unmasked Estep 
Score: -22959510.000000 Penalty: 6041.587891
	Iteration 38Q: 3 clusters Score -2.295951e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 191103 members 
Entering Unmasked Estep 
Score: -22959510.000000 Penalty: 6041.587891
	Iteration 39Q: 3 clusters Score -2.295951e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 191116 members 
Entering Unmasked Estep 
Score: -22959798.000000 Penalty: 6041.587891
	Iteration 40F: 3 clusters Score -2.29598e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 191911 members 
Entering Unmasked Estep 
Score: -22959762.000000 Penalty: 6041.587891
	Iteration 41Q: 3 clusters Score -2.295976e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 192471 members 
Entering Unmasked Estep 
Score: -22959684.000000 Penalty: 6041.587891
	Iteration 42Q: 3 clusters Score -2.295968e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 192881 members 
Entering Unmasked Estep 
Score: -22959560.000000 Penalty: 6041.587891
	Iteration 43Q: 3 clusters Score -2.295956e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 193193 members 
Entering Unmasked Estep 
Score: -22959488.000000 Penalty: 6041.587891
	Iteration 44Q: 3 clusters Score -2.295949e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 193422 members 
Entering Unmasked Estep 
Score: -22959418.000000 Penalty: 6041.587891
	Iteration 45Q: 3 clusters Score -2.295942e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 193597 members 
Entering Unmasked Estep 
Score: -22959386.000000 Penalty: 6041.587891
	Iteration 46Q: 3 clusters Score -2.295939e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 193724 members 
Entering Unmasked Estep 
Score: -22959348.000000 Penalty: 6041.587891
	Iteration 47Q: 3 clusters Score -2.295935e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 193829 members 
Entering Unmasked Estep 
Score: -22959398.000000 Penalty: 6041.587891
	Iteration 48Q: 3 clusters Score -2.29594e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 193908 members 
Entering Unmasked Estep 
Score: -22959330.000000 Penalty: 6041.587891
	Iteration 49Q: 3 clusters Score -2.295933e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 193961 members 
Entering Unmasked Estep 
Score: -22959320.000000 Penalty: 6041.587891
	Iteration 50Q: 3 clusters Score -2.295932e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 194005 members 
Entering Unmasked Estep 
Score: -22959316.000000 Penalty: 6041.587891
	Iteration 51Q: 3 clusters Score -2.295932e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 194042 members 
Entering Unmasked Estep 
Score: -22959332.000000 Penalty: 6041.587891
	Iteration 52Q: 3 clusters Score -2.295933e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 194075 members 
Entering Unmasked Estep 
Score: -22959306.000000 Penalty: 6041.587891
	Iteration 53Q: 3 clusters Score -2.295931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 194090 members 
Entering Unmasked Estep 
Score: -22959310.000000 Penalty: 6041.587891
	Iteration 54Q: 3 clusters Score -2.295931e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 194107 members 
Entering Unmasked Estep 
Score: -22959318.000000 Penalty: 6041.587891
	Iteration 55Q: 3 clusters Score -2.295932e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 194118 members 
Entering Unmasked Estep 
Score: -22959336.000000 Penalty: 6041.587891
	Iteration 56Q: 3 clusters Score -2.295934e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 194124 members 
Entering Unmasked Estep 
Score: -22959318.000000 Penalty: 6041.587891
	Iteration 57Q: 3 clusters Score -2.295932e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 194129 members 
Entering Unmasked Estep 
Score: -22959322.000000 Penalty: 6041.587891
	Iteration 58Q: 3 clusters Score -2.295932e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 194131 members 
Entering Unmasked Estep 
Score: -22959318.000000 Penalty: 6041.587891
	Iteration 59Q: 3 clusters Score -2.295932e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 194135 members 
Entering Unmasked Estep 
Score: -22959310.000000 Penalty: 6041.587891
	Iteration 60F: 3 clusters Score -2.295931e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 194140 members 
Entering Unmasked Estep 
Score: -22959328.000000 Penalty: 6041.587891
	Iteration 61Q: 3 clusters Score -2.295933e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 194146 members 
Entering Unmasked Estep 
Score: -22959302.000000 Penalty: 6041.587891
	Iteration 62Q: 3 clusters Score -2.29593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 194154 members 
Entering Unmasked Estep 
Score: -22959304.000000 Penalty: 6041.587891
	Iteration 63Q: 3 clusters Score -2.29593e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 194160 members 
Entering Unmasked Estep 
Score: -22959298.000000 Penalty: 6041.587891
	Iteration 64Q: 3 clusters Score -2.29593e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 194162 members 
Entering Unmasked Estep 
Score: -22959296.000000 Penalty: 6041.587891
	Iteration 65Q: 3 clusters Score -2.29593e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 194162 members 
Entering Unmasked Estep 
Score: -22959296.000000 Penalty: 6041.587891
	Iteration 66F: 3 clusters Score -2.29593e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10936 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Entering Unmasked Estep 
Score: -1215924.375000 Penalty: 2306.354248
	Iteration 0F: 2 clusters Score -1215924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1207675.625000 Penalty: 4612.708496
	Iteration 0F: 3 clusters Score -1207676 nChanged 4552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -1210249.125000 Penalty: 4612.708496
	Iteration 1F: 3 clusters Score -1210249 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6006 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -1210700.875000 Penalty: 4612.708496
	Iteration 2F: 3 clusters Score -1210701 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 4708 members 
Entering Unmasked Estep 
Score: -1211106.750000 Penalty: 4612.708496
	Iteration 3F: 3 clusters Score -1211107 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6529 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1211536.000000 Penalty: 4612.708496
	Iteration 4F: 3 clusters Score -1211536 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1211997.375000 Penalty: 4612.708496
	Iteration 5F: 3 clusters Score -1211997 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -1212496.000000 Penalty: 4612.708496
	Iteration 6F: 3 clusters Score -1212496 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1212958.250000 Penalty: 4612.708496
	Iteration 7F: 3 clusters Score -1212958 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7742 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -1213353.375000 Penalty: 4612.708496
	Iteration 8Q: 3 clusters Score -1213353 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1213687.625000 Penalty: 4612.708496
	Iteration 9Q: 3 clusters Score -1213688 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8200 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -1213929.000000 Penalty: 4612.708496
	Iteration 10Q: 3 clusters Score -1213929 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1214125.625000 Penalty: 4612.708496
	Iteration 11Q: 3 clusters Score -1214126 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -1214277.125000 Penalty: 4612.708496
	Iteration 12Q: 3 clusters Score -1214277 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8695 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -1214412.375000 Penalty: 4612.708496
	Iteration 13Q: 3 clusters Score -1214412 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1214504.750000 Penalty: 4612.708496
	Iteration 14Q: 3 clusters Score -1214505 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -1214566.750000 Penalty: 4612.708496
	Iteration 15Q: 3 clusters Score -1214567 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -1214607.125000 Penalty: 4612.708496
	Iteration 16Q: 3 clusters Score -1214607 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1214640.125000 Penalty: 4612.708496
	Iteration 17Q: 3 clusters Score -1214640 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9085 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -1214661.250000 Penalty: 4612.708496
	Iteration 18Q: 3 clusters Score -1214661 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9130 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1214679.625000 Penalty: 4612.708496
	Iteration 19Q: 3 clusters Score -1214680 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9169 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -1214698.000000 Penalty: 4612.708496
	Iteration 20F: 3 clusters Score -1214698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -1214705.750000 Penalty: 4612.708496
	Iteration 21Q: 3 clusters Score -1214706 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9218 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -1214713.625000 Penalty: 4612.708496
	Iteration 22Q: 3 clusters Score -1214714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1214719.875000 Penalty: 4612.708496
	Iteration 23Q: 3 clusters Score -1214720 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -1214725.500000 Penalty: 4612.708496
	Iteration 24Q: 3 clusters Score -1214726 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -1214727.250000 Penalty: 4612.708496
	Iteration 25Q: 3 clusters Score -1214727 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1214727.250000 Penalty: 4612.708496
	Iteration 26Q: 3 clusters Score -1214727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9269 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1214732.000000 Penalty: 4612.708496
	Iteration 27Q: 3 clusters Score -1214732 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1214731.500000 Penalty: 4612.708496
	Iteration 28Q: 3 clusters Score -1214732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -1214731.500000 Penalty: 4612.708496
	Iteration 29F: 3 clusters Score -1214732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20910 members 
Entering Unmasked Estep 
Score: -2292412.250000 Penalty: 2467.099609
	Iteration 0F: 2 clusters Score -2292412 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -2277714.750000 Penalty: 4934.199219
	Iteration 0F: 3 clusters Score -2277715 nChanged 9207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11032 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -2282958.250000 Penalty: 4934.199219
	Iteration 1F: 3 clusters Score -2282958 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -2283711.250000 Penalty: 4934.199219
	Iteration 2F: 3 clusters Score -2283711 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11682 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -2284514.500000 Penalty: 4934.199219
	Iteration 3F: 3 clusters Score -2284514 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -2285252.500000 Penalty: 4934.199219
	Iteration 4F: 3 clusters Score -2285252 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12440 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -2285918.250000 Penalty: 4934.199219
	Iteration 5F: 3 clusters Score -2285918 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12756 members 
Mstep: Class 2 contains 8154 members 
Entering Unmasked Estep 
Score: -2286499.000000 Penalty: 4934.199219
	Iteration 6Q: 3 clusters Score -2286499 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -2286998.250000 Penalty: 4934.199219
	Iteration 7Q: 3 clusters Score -2286998 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 7568 members 
Entering Unmasked Estep 
Score: -2287435.750000 Penalty: 4934.199219
	Iteration 8Q: 3 clusters Score -2287436 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -2287863.750000 Penalty: 4934.199219
	Iteration 9Q: 3 clusters Score -2287864 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13841 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -2288300.250000 Penalty: 4934.199219
	Iteration 10Q: 3 clusters Score -2288300 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 6807 members 
Entering Unmasked Estep 
Score: -2288663.750000 Penalty: 4934.199219
	Iteration 11Q: 3 clusters Score -2288664 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 6541 members 
Entering Unmasked Estep 
Score: -2288993.750000 Penalty: 4934.199219
	Iteration 12Q: 3 clusters Score -2288994 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 6305 members 
Entering Unmasked Estep 
Score: -2289255.750000 Penalty: 4934.199219
	Iteration 13Q: 3 clusters Score -2289256 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 6140 members 
Entering Unmasked Estep 
Score: -2289453.750000 Penalty: 4934.199219
	Iteration 14Q: 3 clusters Score -2289454 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 5981 members 
Entering Unmasked Estep 
Score: -2289663.250000 Penalty: 4934.199219
	Iteration 15Q: 3 clusters Score -2289663 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15075 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -2289838.250000 Penalty: 4934.199219
	Iteration 16Q: 3 clusters Score -2289838 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15213 members 
Mstep: Class 2 contains 5697 members 
Entering Unmasked Estep 
Score: -2289989.250000 Penalty: 4934.199219
	Iteration 17Q: 3 clusters Score -2289989 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2290088.500000 Penalty: 4934.199219
	Iteration 18Q: 3 clusters Score -2290088 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 5512 members 
Entering Unmasked Estep 
Score: -2290165.250000 Penalty: 4934.199219
	Iteration 19Q: 3 clusters Score -2290165 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15456 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2290215.750000 Penalty: 4934.199219
	Iteration 20F: 3 clusters Score -2290216 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15499 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -2290246.000000 Penalty: 4934.199219
	Iteration 21Q: 3 clusters Score -2290246 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 5367 members 
Entering Unmasked Estep 
Score: -2290279.000000 Penalty: 4934.199219
	Iteration 22Q: 3 clusters Score -2290279 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -2290290.250000 Penalty: 4934.199219
	Iteration 23Q: 3 clusters Score -2290290 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -2290311.750000 Penalty: 4934.199219
	Iteration 24Q: 3 clusters Score -2290312 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15675 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -2290332.750000 Penalty: 4934.199219
	Iteration 25Q: 3 clusters Score -2290333 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2290345.000000 Penalty: 4934.199219
	Iteration 26Q: 3 clusters Score -2290345 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15751 members 
Mstep: Class 2 contains 5159 members 
Entering Unmasked Estep 
Score: -2290352.250000 Penalty: 4934.199219
	Iteration 27Q: 3 clusters Score -2290352 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -2290363.250000 Penalty: 4934.199219
	Iteration 28Q: 3 clusters Score -2290363 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -2290373.750000 Penalty: 4934.199219
	Iteration 29Q: 3 clusters Score -2290374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -2290372.000000 Penalty: 4934.199219
	Iteration 30Q: 3 clusters Score -2290372 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 4999 members 
Entering Unmasked Estep 
Score: -2290387.250000 Penalty: 4934.199219
	Iteration 31Q: 3 clusters Score -2290387 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -2290398.250000 Penalty: 4934.199219
	Iteration 32Q: 3 clusters Score -2290398 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15969 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -2290401.500000 Penalty: 4934.199219
	Iteration 33Q: 3 clusters Score -2290402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16006 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -2290409.000000 Penalty: 4934.199219
	Iteration 34Q: 3 clusters Score -2290409 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16035 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -2290414.750000 Penalty: 4934.199219
	Iteration 35Q: 3 clusters Score -2290415 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -2290423.000000 Penalty: 4934.199219
	Iteration 36Q: 3 clusters Score -2290423 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16096 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2290428.000000 Penalty: 4934.199219
	Iteration 37Q: 3 clusters Score -2290428 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -2290434.750000 Penalty: 4934.199219
	Iteration 38Q: 3 clusters Score -2290435 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -2290441.500000 Penalty: 4934.199219
	Iteration 39Q: 3 clusters Score -2290442 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 4748 members 
Entering Unmasked Estep 
Score: -2290442.750000 Penalty: 4934.199219
	Iteration 40F: 3 clusters Score -2290443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16188 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -2290448.250000 Penalty: 4934.199219
	Iteration 41Q: 3 clusters Score -2290448 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 4696 members 
Entering Unmasked Estep 
Score: -2290458.750000 Penalty: 4934.199219
	Iteration 42Q: 3 clusters Score -2290459 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16232 members 
Mstep: Class 2 contains 4678 members 
Entering Unmasked Estep 
Score: -2290453.250000 Penalty: 4934.199219
	Iteration 43Q: 3 clusters Score -2290453 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16249 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -2290455.250000 Penalty: 4934.199219
	Iteration 44Q: 3 clusters Score -2290455 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16266 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -2290452.500000 Penalty: 4934.199219
	Iteration 45Q: 3 clusters Score -2290452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 4624 members 
Entering Unmasked Estep 
Score: -2290453.000000 Penalty: 4934.199219
	Iteration 46Q: 3 clusters Score -2290453 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16305 members 
Mstep: Class 2 contains 4605 members 
Entering Unmasked Estep 
Score: -2290462.750000 Penalty: 4934.199219
	Iteration 47Q: 3 clusters Score -2290463 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16316 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -2290461.750000 Penalty: 4934.199219
	Iteration 48Q: 3 clusters Score -2290462 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2290466.000000 Penalty: 4934.199219
	Iteration 49Q: 3 clusters Score -2290466 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16348 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -2290469.750000 Penalty: 4934.199219
	Iteration 50Q: 3 clusters Score -2290470 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -2290468.750000 Penalty: 4934.199219
	Iteration 51Q: 3 clusters Score -2290469 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -2290465.000000 Penalty: 4934.199219
	Iteration 52Q: 3 clusters Score -2290465 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -2290472.500000 Penalty: 4934.199219
	Iteration 53Q: 3 clusters Score -2290472 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16416 members 
Mstep: Class 2 contains 4494 members 
Entering Unmasked Estep 
Score: -2290476.250000 Penalty: 4934.199219
	Iteration 54Q: 3 clusters Score -2290476 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -2290478.250000 Penalty: 4934.199219
	Iteration 55Q: 3 clusters Score -2290478 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16444 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -2290482.000000 Penalty: 4934.199219
	Iteration 56Q: 3 clusters Score -2290482 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16459 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -2290483.750000 Penalty: 4934.199219
	Iteration 57Q: 3 clusters Score -2290484 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -2290484.000000 Penalty: 4934.199219
	Iteration 58Q: 3 clusters Score -2290484 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -2290488.000000 Penalty: 4934.199219
	Iteration 59Q: 3 clusters Score -2290488 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -2290489.250000 Penalty: 4934.199219
	Iteration 60F: 3 clusters Score -2290489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -2290487.750000 Penalty: 4934.199219
	Iteration 61Q: 3 clusters Score -2290488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -2290482.500000 Penalty: 4934.199219
	Iteration 62Q: 3 clusters Score -2290482 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -2290490.750000 Penalty: 4934.199219
	Iteration 63Q: 3 clusters Score -2290491 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -2290492.500000 Penalty: 4934.199219
	Iteration 64Q: 3 clusters Score -2290492 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16571 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -2290498.250000 Penalty: 4934.199219
	Iteration 65Q: 3 clusters Score -2290498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16584 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -2290500.750000 Penalty: 4934.199219
	Iteration 66Q: 3 clusters Score -2290501 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 4317 members 
Entering Unmasked Estep 
Score: -2290503.250000 Penalty: 4934.199219
	Iteration 67Q: 3 clusters Score -2290503 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16601 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -2290505.750000 Penalty: 4934.199219
	Iteration 68Q: 3 clusters Score -2290506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -2290505.500000 Penalty: 4934.199219
	Iteration 69Q: 3 clusters Score -2290506 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -2290506.000000 Penalty: 4934.199219
	Iteration 70Q: 3 clusters Score -2290506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16623 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2290504.000000 Penalty: 4934.199219
	Iteration 71Q: 3 clusters Score -2290504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -2290503.500000 Penalty: 4934.199219
	Iteration 72Q: 3 clusters Score -2290504 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -2290505.750000 Penalty: 4934.199219
	Iteration 73Q: 3 clusters Score -2290506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -2290505.750000 Penalty: 4934.199219
	Iteration 74Q: 3 clusters Score -2290506 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -2290508.750000 Penalty: 4934.199219
	Iteration 75Q: 3 clusters Score -2290509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -2290506.250000 Penalty: 4934.199219
	Iteration 76Q: 3 clusters Score -2290506 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -2290508.500000 Penalty: 4934.199219
	Iteration 77Q: 3 clusters Score -2290508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -2290507.250000 Penalty: 4934.199219
	Iteration 78Q: 3 clusters Score -2290507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2290505.250000 Penalty: 4934.199219
	Iteration 79Q: 3 clusters Score -2290505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -2290505.250000 Penalty: 4934.199219
	Iteration 80F: 3 clusters Score -2290505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (78116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78116 members 
Entering Unmasked Estep 
Score: -9255964.000000 Penalty: 2793.955566
	Iteration 0F: 2 clusters Score -9255964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 38901 members 
Entering Unmasked Estep 
Score: -9203814.000000 Penalty: 5587.911133
	Iteration 0F: 3 clusters Score -9203814 nChanged 36539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40448 members 
Mstep: Class 2 contains 37668 members 
Entering Unmasked Estep 
Score: -9224771.000000 Penalty: 5587.911133
	Iteration 1F: 3 clusters Score -9224771 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 37021 members 
Entering Unmasked Estep 
Score: -9225951.000000 Penalty: 5587.911133
	Iteration 2Q: 3 clusters Score -9225951 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41883 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -9227288.000000 Penalty: 5587.911133
	Iteration 3Q: 3 clusters Score -9227288 nChanged 3612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42839 members 
Mstep: Class 2 contains 35277 members 
Entering Unmasked Estep 
Score: -9229064.000000 Penalty: 5587.911133
	Iteration 4Q: 3 clusters Score -9229064 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 34204 members 
Entering Unmasked Estep 
Score: -9231034.000000 Penalty: 5587.911133
	Iteration 5Q: 3 clusters Score -9231034 nChanged 4118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45140 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -9233363.000000 Penalty: 5587.911133
	Iteration 6F: 3 clusters Score -9233363 nChanged 4372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -9235970.000000 Penalty: 5587.911133
	Iteration 7F: 3 clusters Score -9235970 nChanged 4422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47538 members 
Mstep: Class 2 contains 30578 members 
Entering Unmasked Estep 
Score: -9238648.000000 Penalty: 5587.911133
	Iteration 8F: 3 clusters Score -9238648 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48452 members 
Mstep: Class 2 contains 29664 members 
Entering Unmasked Estep 
Score: -9241077.000000 Penalty: 5587.911133
	Iteration 9F: 3 clusters Score -9241077 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49053 members 
Mstep: Class 2 contains 29063 members 
Entering Unmasked Estep 
Score: -9242761.000000 Penalty: 5587.911133
	Iteration 10Q: 3 clusters Score -9242761 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49535 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -9243745.000000 Penalty: 5587.911133
	Iteration 11Q: 3 clusters Score -9243745 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49996 members 
Mstep: Class 2 contains 28120 members 
Entering Unmasked Estep 
Score: -9244304.000000 Penalty: 5587.911133
	Iteration 12Q: 3 clusters Score -9244304 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50434 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -9244541.000000 Penalty: 5587.911133
	Iteration 13Q: 3 clusters Score -9244541 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50879 members 
Mstep: Class 2 contains 27237 members 
Entering Unmasked Estep 
Score: -9244727.000000 Penalty: 5587.911133
	Iteration 14Q: 3 clusters Score -9244727 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51332 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -9244900.000000 Penalty: 5587.911133
	Iteration 15Q: 3 clusters Score -9244900 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51802 members 
Mstep: Class 2 contains 26314 members 
Entering Unmasked Estep 
Score: -9245098.000000 Penalty: 5587.911133
	Iteration 16Q: 3 clusters Score -9245098 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52306 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -9245293.000000 Penalty: 5587.911133
	Iteration 17Q: 3 clusters Score -9245293 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52842 members 
Mstep: Class 2 contains 25274 members 
Entering Unmasked Estep 
Score: -9245495.000000 Penalty: 5587.911133
	Iteration 18Q: 3 clusters Score -9245495 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 24691 members 
Entering Unmasked Estep 
Score: -9245656.000000 Penalty: 5587.911133
	Iteration 19Q: 3 clusters Score -9245656 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -9245882.000000 Penalty: 5587.911133
	Iteration 20F: 3 clusters Score -9245882 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54658 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -9246144.000000 Penalty: 5587.911133
	Iteration 21Q: 3 clusters Score -9246144 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55287 members 
Mstep: Class 2 contains 22829 members 
Entering Unmasked Estep 
Score: -9246278.000000 Penalty: 5587.911133
	Iteration 22Q: 3 clusters Score -9246278 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55903 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -9246478.000000 Penalty: 5587.911133
	Iteration 23Q: 3 clusters Score -9246478 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56585 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -9246708.000000 Penalty: 5587.911133
	Iteration 24Q: 3 clusters Score -9246708 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57366 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -9246923.000000 Penalty: 5587.911133
	Iteration 25Q: 3 clusters Score -9246923 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58188 members 
Mstep: Class 2 contains 19928 members 
Entering Unmasked Estep 
Score: -9247162.000000 Penalty: 5587.911133
	Iteration 26Q: 3 clusters Score -9247162 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -9247380.000000 Penalty: 5587.911133
	Iteration 27Q: 3 clusters Score -9247380 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59941 members 
Mstep: Class 2 contains 18175 members 
Entering Unmasked Estep 
Score: -9247632.000000 Penalty: 5587.911133
	Iteration 28Q: 3 clusters Score -9247632 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60883 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -9247900.000000 Penalty: 5587.911133
	Iteration 29Q: 3 clusters Score -9247900 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61865 members 
Mstep: Class 2 contains 16251 members 
Entering Unmasked Estep 
Score: -9248262.000000 Penalty: 5587.911133
	Iteration 30Q: 3 clusters Score -9248262 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62869 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -9248577.000000 Penalty: 5587.911133
	Iteration 31Q: 3 clusters Score -9248577 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63885 members 
Mstep: Class 2 contains 14231 members 
Entering Unmasked Estep 
Score: -9248893.000000 Penalty: 5587.911133
	Iteration 32Q: 3 clusters Score -9248893 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64907 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -9249267.000000 Penalty: 5587.911133
	Iteration 33Q: 3 clusters Score -9249267 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65887 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -9249586.000000 Penalty: 5587.911133
	Iteration 34Q: 3 clusters Score -9249586 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66861 members 
Mstep: Class 2 contains 11255 members 
Entering Unmasked Estep 
Score: -9249904.000000 Penalty: 5587.911133
	Iteration 35Q: 3 clusters Score -9249904 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67839 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -9250201.000000 Penalty: 5587.911133
	Iteration 36Q: 3 clusters Score -9250201 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68816 members 
Mstep: Class 2 contains 9300 members 
Entering Unmasked Estep 
Score: -9250589.000000 Penalty: 5587.911133
	Iteration 37Q: 3 clusters Score -9250589 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69760 members 
Mstep: Class 2 contains 8356 members 
Entering Unmasked Estep 
Score: -9250921.000000 Penalty: 5587.911133
	Iteration 38Q: 3 clusters Score -9250921 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70640 members 
Mstep: Class 2 contains 7476 members 
Entering Unmasked Estep 
Score: -9251217.000000 Penalty: 5587.911133
	Iteration 39Q: 3 clusters Score -9251217 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71439 members 
Mstep: Class 2 contains 6677 members 
Entering Unmasked Estep 
Score: -9251556.000000 Penalty: 5587.911133
	Iteration 40F: 3 clusters Score -9251556 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72199 members 
Mstep: Class 2 contains 5917 members 
Entering Unmasked Estep 
Score: -9251822.000000 Penalty: 5587.911133
	Iteration 41Q: 3 clusters Score -9251822 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72821 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -9252062.000000 Penalty: 5587.911133
	Iteration 42Q: 3 clusters Score -9252062 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73351 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -9252229.000000 Penalty: 5587.911133
	Iteration 43Q: 3 clusters Score -9252229 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73831 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -9252435.000000 Penalty: 5587.911133
	Iteration 44Q: 3 clusters Score -9252435 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74283 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -9252582.000000 Penalty: 5587.911133
	Iteration 45Q: 3 clusters Score -9252582 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74671 members 
Mstep: Class 2 contains 3445 members 
Entering Unmasked Estep 
Score: -9252730.000000 Penalty: 5587.911133
	Iteration 46Q: 3 clusters Score -9252730 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75013 members 
Mstep: Class 2 contains 3103 members 
Entering Unmasked Estep 
Score: -9252850.000000 Penalty: 5587.911133
	Iteration 47Q: 3 clusters Score -9252850 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75296 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -9252954.000000 Penalty: 5587.911133
	Iteration 48Q: 3 clusters Score -9252954 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75511 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -9253058.000000 Penalty: 5587.911133
	Iteration 49Q: 3 clusters Score -9253058 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75704 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -9253134.000000 Penalty: 5587.911133
	Iteration 50Q: 3 clusters Score -9253134 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75869 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -9253219.000000 Penalty: 5587.911133
	Iteration 51Q: 3 clusters Score -9253219 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76014 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9253270.000000 Penalty: 5587.911133
	Iteration 52Q: 3 clusters Score -9253270 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76134 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -9253294.000000 Penalty: 5587.911133
	Iteration 53Q: 3 clusters Score -9253294 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76235 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -9253342.000000 Penalty: 5587.911133
	Iteration 54Q: 3 clusters Score -9253342 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76326 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -9253368.000000 Penalty: 5587.911133
	Iteration 55Q: 3 clusters Score -9253368 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76400 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -9253410.000000 Penalty: 5587.911133
	Iteration 56Q: 3 clusters Score -9253410 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76472 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -9253437.000000 Penalty: 5587.911133
	Iteration 57Q: 3 clusters Score -9253437 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76544 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -9253480.000000 Penalty: 5587.911133
	Iteration 58Q: 3 clusters Score -9253480 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76619 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -9253520.000000 Penalty: 5587.911133
	Iteration 59Q: 3 clusters Score -9253520 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76678 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -9253550.000000 Penalty: 5587.911133
	Iteration 60F: 3 clusters Score -9253550 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76722 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -9253579.000000 Penalty: 5587.911133
	Iteration 61Q: 3 clusters Score -9253579 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76745 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -9253599.000000 Penalty: 5587.911133
	Iteration 62Q: 3 clusters Score -9253599 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76762 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9253622.000000 Penalty: 5587.911133
	Iteration 63Q: 3 clusters Score -9253622 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76789 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9253625.000000 Penalty: 5587.911133
	Iteration 64Q: 3 clusters Score -9253625 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76820 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -9253626.000000 Penalty: 5587.911133
	Iteration 65Q: 3 clusters Score -9253626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76843 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -9253643.000000 Penalty: 5587.911133
	Iteration 66Q: 3 clusters Score -9253643 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76857 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9253647.000000 Penalty: 5587.911133
	Iteration 67Q: 3 clusters Score -9253647 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76877 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -9253655.000000 Penalty: 5587.911133
	Iteration 68Q: 3 clusters Score -9253655 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76896 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -9253671.000000 Penalty: 5587.911133
	Iteration 69Q: 3 clusters Score -9253671 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76922 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -9253676.000000 Penalty: 5587.911133
	Iteration 70Q: 3 clusters Score -9253676 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76950 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -9253693.000000 Penalty: 5587.911133
	Iteration 71Q: 3 clusters Score -9253693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76969 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -9253700.000000 Penalty: 5587.911133
	Iteration 72Q: 3 clusters Score -9253700 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76991 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -9253716.000000 Penalty: 5587.911133
	Iteration 73Q: 3 clusters Score -9253716 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77013 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -9253718.000000 Penalty: 5587.911133
	Iteration 74Q: 3 clusters Score -9253718 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77027 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -9253721.000000 Penalty: 5587.911133
	Iteration 75Q: 3 clusters Score -9253721 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77043 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -9253721.000000 Penalty: 5587.911133
	Iteration 76Q: 3 clusters Score -9253721 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77057 members 
Mstep: Class 2 contains 1059 members 
Entering Unmasked Estep 
Score: -9253728.000000 Penalty: 5587.911133
	Iteration 77Q: 3 clusters Score -9253728 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77066 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9253726.000000 Penalty: 5587.911133
	Iteration 78Q: 3 clusters Score -9253726 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77071 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -9253725.000000 Penalty: 5587.911133
	Iteration 79Q: 3 clusters Score -9253725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77075 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -9253727.000000 Penalty: 5587.911133
	Iteration 80F: 3 clusters Score -9253727 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77077 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -9253730.000000 Penalty: 5587.911133
	Iteration 81Q: 3 clusters Score -9253730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77080 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -9253727.000000 Penalty: 5587.911133
	Iteration 82Q: 3 clusters Score -9253727 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9253728.000000 Penalty: 5587.911133
	Iteration 83Q: 3 clusters Score -9253728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77081 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -9253728.000000 Penalty: 5587.911133
	Iteration 84F: 3 clusters Score -9253728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (58239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58239 members 
Entering Unmasked Estep 
Score: -6966580.500000 Penalty: 2721.132812
	Iteration 0F: 2 clusters Score -6966580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -6927453.000000 Penalty: 5442.265625
	Iteration 0F: 3 clusters Score -6927453 nChanged 26885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29607 members 
Mstep: Class 2 contains 28632 members 
Entering Unmasked Estep 
Score: -6942448.500000 Penalty: 5442.265625
	Iteration 1F: 3 clusters Score -6942448 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29713 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -6942917.500000 Penalty: 5442.265625
	Iteration 2Q: 3 clusters Score -6942918 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -6943467.500000 Penalty: 5442.265625
	Iteration 3Q: 3 clusters Score -6943468 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -6944134.500000 Penalty: 5442.265625
	Iteration 4Q: 3 clusters Score -6944134 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30332 members 
Mstep: Class 2 contains 27907 members 
Entering Unmasked Estep 
Score: -6945058.000000 Penalty: 5442.265625
	Iteration 5Q: 3 clusters Score -6945058 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 27602 members 
Entering Unmasked Estep 
Score: -6946342.000000 Penalty: 5442.265625
	Iteration 6Q: 3 clusters Score -6946342 nChanged 2977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -6948016.000000 Penalty: 5442.265625
	Iteration 7F: 3 clusters Score -6948016 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 27332 members 
Entering Unmasked Estep 
Score: -6950001.500000 Penalty: 5442.265625
	Iteration 8F: 3 clusters Score -6950002 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30700 members 
Mstep: Class 2 contains 27539 members 
Entering Unmasked Estep 
Score: -6952178.000000 Penalty: 5442.265625
	Iteration 9F: 3 clusters Score -6952178 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 27899 members 
Entering Unmasked Estep 
Score: -6954297.000000 Penalty: 5442.265625
	Iteration 10F: 3 clusters Score -6954297 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 28355 members 
Entering Unmasked Estep 
Score: -6956272.000000 Penalty: 5442.265625
	Iteration 11F: 3 clusters Score -6956272 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 28819 members 
Entering Unmasked Estep 
Score: -6957720.000000 Penalty: 5442.265625
	Iteration 12Q: 3 clusters Score -6957720 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 29220 members 
Entering Unmasked Estep 
Score: -6958549.000000 Penalty: 5442.265625
	Iteration 13Q: 3 clusters Score -6958549 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -6958922.000000 Penalty: 5442.265625
	Iteration 14Q: 3 clusters Score -6958922 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -6959177.500000 Penalty: 5442.265625
	Iteration 15Q: 3 clusters Score -6959178 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -6959333.000000 Penalty: 5442.265625
	Iteration 16Q: 3 clusters Score -6959333 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27863 members 
Mstep: Class 2 contains 30376 members 
Entering Unmasked Estep 
Score: -6959437.500000 Penalty: 5442.265625
	Iteration 17Q: 3 clusters Score -6959438 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 30622 members 
Entering Unmasked Estep 
Score: -6959504.500000 Penalty: 5442.265625
	Iteration 18Q: 3 clusters Score -6959504 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27378 members 
Mstep: Class 2 contains 30861 members 
Entering Unmasked Estep 
Score: -6959565.500000 Penalty: 5442.265625
	Iteration 19Q: 3 clusters Score -6959566 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27145 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -6959586.500000 Penalty: 5442.265625
	Iteration 20F: 3 clusters Score -6959586 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26914 members 
Mstep: Class 2 contains 31325 members 
Entering Unmasked Estep 
Score: -6959645.000000 Penalty: 5442.265625
	Iteration 21Q: 3 clusters Score -6959645 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26662 members 
Mstep: Class 2 contains 31577 members 
Entering Unmasked Estep 
Score: -6959701.500000 Penalty: 5442.265625
	Iteration 22Q: 3 clusters Score -6959702 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -6959757.000000 Penalty: 5442.265625
	Iteration 23Q: 3 clusters Score -6959757 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26165 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -6959780.500000 Penalty: 5442.265625
	Iteration 24Q: 3 clusters Score -6959780 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -6959825.500000 Penalty: 5442.265625
	Iteration 25Q: 3 clusters Score -6959826 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25667 members 
Mstep: Class 2 contains 32572 members 
Entering Unmasked Estep 
Score: -6959879.500000 Penalty: 5442.265625
	Iteration 26Q: 3 clusters Score -6959880 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 32815 members 
Entering Unmasked Estep 
Score: -6959909.000000 Penalty: 5442.265625
	Iteration 27Q: 3 clusters Score -6959909 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25184 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -6959930.500000 Penalty: 5442.265625
	Iteration 28Q: 3 clusters Score -6959930 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24937 members 
Mstep: Class 2 contains 33302 members 
Entering Unmasked Estep 
Score: -6959968.000000 Penalty: 5442.265625
	Iteration 29Q: 3 clusters Score -6959968 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 33542 members 
Entering Unmasked Estep 
Score: -6960013.000000 Penalty: 5442.265625
	Iteration 30Q: 3 clusters Score -6960013 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24454 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -6960031.500000 Penalty: 5442.265625
	Iteration 31Q: 3 clusters Score -6960032 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24210 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -6960077.500000 Penalty: 5442.265625
	Iteration 32Q: 3 clusters Score -6960078 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23968 members 
Mstep: Class 2 contains 34271 members 
Entering Unmasked Estep 
Score: -6960138.000000 Penalty: 5442.265625
	Iteration 33Q: 3 clusters Score -6960138 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23690 members 
Mstep: Class 2 contains 34549 members 
Entering Unmasked Estep 
Score: -6960168.000000 Penalty: 5442.265625
	Iteration 34Q: 3 clusters Score -6960168 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23381 members 
Mstep: Class 2 contains 34858 members 
Entering Unmasked Estep 
Score: -6960220.000000 Penalty: 5442.265625
	Iteration 35Q: 3 clusters Score -6960220 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 35173 members 
Entering Unmasked Estep 
Score: -6960266.500000 Penalty: 5442.265625
	Iteration 36Q: 3 clusters Score -6960266 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 35493 members 
Entering Unmasked Estep 
Score: -6960326.000000 Penalty: 5442.265625
	Iteration 37Q: 3 clusters Score -6960326 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 35819 members 
Entering Unmasked Estep 
Score: -6960381.000000 Penalty: 5442.265625
	Iteration 38Q: 3 clusters Score -6960381 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22060 members 
Mstep: Class 2 contains 36179 members 
Entering Unmasked Estep 
Score: -6960421.000000 Penalty: 5442.265625
	Iteration 39Q: 3 clusters Score -6960421 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21705 members 
Mstep: Class 2 contains 36534 members 
Entering Unmasked Estep 
Score: -6960489.500000 Penalty: 5442.265625
	Iteration 40F: 3 clusters Score -6960490 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -6960537.500000 Penalty: 5442.265625
	Iteration 41Q: 3 clusters Score -6960538 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 37279 members 
Entering Unmasked Estep 
Score: -6960605.000000 Penalty: 5442.265625
	Iteration 42Q: 3 clusters Score -6960605 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 37657 members 
Entering Unmasked Estep 
Score: -6960656.000000 Penalty: 5442.265625
	Iteration 43Q: 3 clusters Score -6960656 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 37995 members 
Entering Unmasked Estep 
Score: -6960675.500000 Penalty: 5442.265625
	Iteration 44Q: 3 clusters Score -6960676 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 38353 members 
Entering Unmasked Estep 
Score: -6960719.000000 Penalty: 5442.265625
	Iteration 45Q: 3 clusters Score -6960719 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -6960774.000000 Penalty: 5442.265625
	Iteration 46Q: 3 clusters Score -6960774 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 39096 members 
Entering Unmasked Estep 
Score: -6960861.500000 Penalty: 5442.265625
	Iteration 47Q: 3 clusters Score -6960862 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 39487 members 
Entering Unmasked Estep 
Score: -6960942.000000 Penalty: 5442.265625
	Iteration 48Q: 3 clusters Score -6960942 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -6961006.000000 Penalty: 5442.265625
	Iteration 49Q: 3 clusters Score -6961006 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -6961065.000000 Penalty: 5442.265625
	Iteration 50Q: 3 clusters Score -6961065 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 40756 members 
Entering Unmasked Estep 
Score: -6961155.500000 Penalty: 5442.265625
	Iteration 51Q: 3 clusters Score -6961156 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17082 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -6961234.000000 Penalty: 5442.265625
	Iteration 52Q: 3 clusters Score -6961234 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -6961309.000000 Penalty: 5442.265625
	Iteration 53Q: 3 clusters Score -6961309 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16271 members 
Mstep: Class 2 contains 41968 members 
Entering Unmasked Estep 
Score: -6961369.000000 Penalty: 5442.265625
	Iteration 54Q: 3 clusters Score -6961369 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15865 members 
Mstep: Class 2 contains 42374 members 
Entering Unmasked Estep 
Score: -6961457.500000 Penalty: 5442.265625
	Iteration 55Q: 3 clusters Score -6961458 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 42775 members 
Entering Unmasked Estep 
Score: -6961530.000000 Penalty: 5442.265625
	Iteration 56Q: 3 clusters Score -6961530 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15107 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -6961573.500000 Penalty: 5442.265625
	Iteration 57Q: 3 clusters Score -6961574 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 43484 members 
Entering Unmasked Estep 
Score: -6961624.000000 Penalty: 5442.265625
	Iteration 58Q: 3 clusters Score -6961624 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 43854 members 
Entering Unmasked Estep 
Score: -6961685.500000 Penalty: 5442.265625
	Iteration 59Q: 3 clusters Score -6961686 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 44264 members 
Entering Unmasked Estep 
Score: -6961733.500000 Penalty: 5442.265625
	Iteration 60F: 3 clusters Score -6961734 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -6961830.000000 Penalty: 5442.265625
	Iteration 61Q: 3 clusters Score -6961830 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -6961928.000000 Penalty: 5442.265625
	Iteration 62Q: 3 clusters Score -6961928 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -6962023.500000 Penalty: 5442.265625
	Iteration 63Q: 3 clusters Score -6962024 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 46039 members 
Entering Unmasked Estep 
Score: -6962120.000000 Penalty: 5442.265625
	Iteration 64Q: 3 clusters Score -6962120 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11755 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
Score: -6962196.500000 Penalty: 5442.265625
	Iteration 65Q: 3 clusters Score -6962196 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 46910 members 
Entering Unmasked Estep 
Score: -6962289.500000 Penalty: 5442.265625
	Iteration 66Q: 3 clusters Score -6962290 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 47367 members 
Entering Unmasked Estep 
Score: -6962415.000000 Penalty: 5442.265625
	Iteration 67Q: 3 clusters Score -6962415 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -6962535.500000 Penalty: 5442.265625
	Iteration 68Q: 3 clusters Score -6962536 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 48242 members 
Entering Unmasked Estep 
Score: -6962618.000000 Penalty: 5442.265625
	Iteration 69Q: 3 clusters Score -6962618 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9589 members 
Mstep: Class 2 contains 48650 members 
Entering Unmasked Estep 
Score: -6962727.500000 Penalty: 5442.265625
	Iteration 70Q: 3 clusters Score -6962728 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9170 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -6962812.000000 Penalty: 5442.265625
	Iteration 71Q: 3 clusters Score -6962812 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 49507 members 
Entering Unmasked Estep 
Score: -6962936.500000 Penalty: 5442.265625
	Iteration 72Q: 3 clusters Score -6962936 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -6963067.500000 Penalty: 5442.265625
	Iteration 73Q: 3 clusters Score -6963068 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 50376 members 
Entering Unmasked Estep 
Score: -6963186.000000 Penalty: 5442.265625
	Iteration 74Q: 3 clusters Score -6963186 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 50813 members 
Entering Unmasked Estep 
Score: -6963333.000000 Penalty: 5442.265625
	Iteration 75Q: 3 clusters Score -6963333 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 51217 members 
Entering Unmasked Estep 
Score: -6963433.500000 Penalty: 5442.265625
	Iteration 76Q: 3 clusters Score -6963434 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -6963558.500000 Penalty: 5442.265625
	Iteration 77Q: 3 clusters Score -6963558 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 51931 members 
Entering Unmasked Estep 
Score: -6963617.000000 Penalty: 5442.265625
	Iteration 78Q: 3 clusters Score -6963617 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 52287 members 
Entering Unmasked Estep 
Score: -6963743.000000 Penalty: 5442.265625
	Iteration 79Q: 3 clusters Score -6963743 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 52607 members 
Entering Unmasked Estep 
Score: -6963833.000000 Penalty: 5442.265625
	Iteration 80F: 3 clusters Score -6963833 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 52901 members 
Entering Unmasked Estep 
Score: -6963921.000000 Penalty: 5442.265625
	Iteration 81Q: 3 clusters Score -6963921 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -6964054.000000 Penalty: 5442.265625
	Iteration 82Q: 3 clusters Score -6964054 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 53465 members 
Entering Unmasked Estep 
Score: -6964118.500000 Penalty: 5442.265625
	Iteration 83Q: 3 clusters Score -6964118 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 53697 members 
Entering Unmasked Estep 
Score: -6964183.500000 Penalty: 5442.265625
	Iteration 84Q: 3 clusters Score -6964184 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 53903 members 
Entering Unmasked Estep 
Score: -6964221.500000 Penalty: 5442.265625
	Iteration 85Q: 3 clusters Score -6964222 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 54095 members 
Entering Unmasked Estep 
Score: -6964256.500000 Penalty: 5442.265625
	Iteration 86Q: 3 clusters Score -6964256 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 54282 members 
Entering Unmasked Estep 
Score: -6964319.500000 Penalty: 5442.265625
	Iteration 87Q: 3 clusters Score -6964320 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 54450 members 
Entering Unmasked Estep 
Score: -6964371.500000 Penalty: 5442.265625
	Iteration 88Q: 3 clusters Score -6964372 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 54605 members 
Entering Unmasked Estep 
Score: -6964403.000000 Penalty: 5442.265625
	Iteration 89Q: 3 clusters Score -6964403 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 54734 members 
Entering Unmasked Estep 
Score: -6964448.500000 Penalty: 5442.265625
	Iteration 90Q: 3 clusters Score -6964448 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 54847 members 
Entering Unmasked Estep 
Score: -6964457.000000 Penalty: 5442.265625
	Iteration 91Q: 3 clusters Score -6964457 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 54946 members 
Entering Unmasked Estep 
Score: -6964495.500000 Penalty: 5442.265625
	Iteration 92Q: 3 clusters Score -6964496 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -6964497.500000 Penalty: 5442.265625
	Iteration 93Q: 3 clusters Score -6964498 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 55104 members 
Entering Unmasked Estep 
Score: -6964543.500000 Penalty: 5442.265625
	Iteration 94Q: 3 clusters Score -6964544 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 55170 members 
Entering Unmasked Estep 
Score: -6964559.000000 Penalty: 5442.265625
	Iteration 95Q: 3 clusters Score -6964559 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 55226 members 
Entering Unmasked Estep 
Score: -6964569.000000 Penalty: 5442.265625
	Iteration 96Q: 3 clusters Score -6964569 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 55279 members 
Entering Unmasked Estep 
Score: -6964598.500000 Penalty: 5442.265625
	Iteration 97Q: 3 clusters Score -6964598 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 55318 members 
Entering Unmasked Estep 
Score: -6964614.000000 Penalty: 5442.265625
	Iteration 98Q: 3 clusters Score -6964614 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2887 members 
Mstep: Class 2 contains 55352 members 
Entering Unmasked Estep 
Score: -6964590.500000 Penalty: 5442.265625
	Iteration 99Q: 3 clusters Score -6964590 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2855 members 
Mstep: Class 2 contains 55384 members 
Entering Unmasked Estep 
Score: -6964613.000000 Penalty: 5442.265625
	Iteration 100F: 3 clusters Score -6964613 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 55406 members 
Entering Unmasked Estep 
Score: -6964612.500000 Penalty: 5442.265625
	Iteration 101Q: 3 clusters Score -6964612 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 55430 members 
Entering Unmasked Estep 
Score: -6964611.500000 Penalty: 5442.265625
	Iteration 102Q: 3 clusters Score -6964612 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 55452 members 
Entering Unmasked Estep 
Score: -6964631.000000 Penalty: 5442.265625
	Iteration 103Q: 3 clusters Score -6964631 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 55479 members 
Entering Unmasked Estep 
Score: -6964631.500000 Penalty: 5442.265625
	Iteration 104Q: 3 clusters Score -6964632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 55499 members 
Entering Unmasked Estep 
Score: -6964630.000000 Penalty: 5442.265625
	Iteration 105Q: 3 clusters Score -6964630 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 55520 members 
Entering Unmasked Estep 
Score: -6964630.500000 Penalty: 5442.265625
	Iteration 106Q: 3 clusters Score -6964630 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 55534 members 
Entering Unmasked Estep 
Score: -6964635.000000 Penalty: 5442.265625
	Iteration 107Q: 3 clusters Score -6964635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 55548 members 
Entering Unmasked Estep 
Score: -6964649.000000 Penalty: 5442.265625
	Iteration 108Q: 3 clusters Score -6964649 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 55554 members 
Entering Unmasked Estep 
Score: -6964655.000000 Penalty: 5442.265625
	Iteration 109Q: 3 clusters Score -6964655 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -6964648.000000 Penalty: 5442.265625
	Iteration 110Q: 3 clusters Score -6964648 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 55574 members 
Entering Unmasked Estep 
Score: -6964653.000000 Penalty: 5442.265625
	Iteration 111Q: 3 clusters Score -6964653 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 55584 members 
Entering Unmasked Estep 
Score: -6964645.000000 Penalty: 5442.265625
	Iteration 112Q: 3 clusters Score -6964645 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 55596 members 
Entering Unmasked Estep 
Score: -6964647.500000 Penalty: 5442.265625
	Iteration 113Q: 3 clusters Score -6964648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 55613 members 
Entering Unmasked Estep 
Score: -6964650.000000 Penalty: 5442.265625
	Iteration 114Q: 3 clusters Score -6964650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 55633 members 
Entering Unmasked Estep 
Score: -6964646.000000 Penalty: 5442.265625
	Iteration 115Q: 3 clusters Score -6964646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 55645 members 
Entering Unmasked Estep 
Score: -6964651.500000 Penalty: 5442.265625
	Iteration 116Q: 3 clusters Score -6964652 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -6964649.500000 Penalty: 5442.265625
	Iteration 117Q: 3 clusters Score -6964650 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 55657 members 
Entering Unmasked Estep 
Score: -6964648.000000 Penalty: 5442.265625
	Iteration 118Q: 3 clusters Score -6964648 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -6964656.000000 Penalty: 5442.265625
	Iteration 119Q: 3 clusters Score -6964656 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 55676 members 
Entering Unmasked Estep 
Score: -6964658.500000 Penalty: 5442.265625
	Iteration 120F: 3 clusters Score -6964658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 55683 members 
Entering Unmasked Estep 
Score: -6964663.000000 Penalty: 5442.265625
	Iteration 121Q: 3 clusters Score -6964663 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 55689 members 
Entering Unmasked Estep 
Score: -6964656.500000 Penalty: 5442.265625
	Iteration 122Q: 3 clusters Score -6964656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 55695 members 
Entering Unmasked Estep 
Score: -6964656.000000 Penalty: 5442.265625
	Iteration 123Q: 3 clusters Score -6964656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 55699 members 
Entering Unmasked Estep 
Score: -6964656.000000 Penalty: 5442.265625
	Iteration 124Q: 3 clusters Score -6964656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 55703 members 
Entering Unmasked Estep 
Score: -6964661.500000 Penalty: 5442.265625
	Iteration 125Q: 3 clusters Score -6964662 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 55709 members 
Entering Unmasked Estep 
Score: -6964660.500000 Penalty: 5442.265625
	Iteration 126Q: 3 clusters Score -6964660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 55717 members 
Entering Unmasked Estep 
Score: -6964659.500000 Penalty: 5442.265625
	Iteration 127Q: 3 clusters Score -6964660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -6964669.500000 Penalty: 5442.265625
	Iteration 128Q: 3 clusters Score -6964670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 55732 members 
Entering Unmasked Estep 
Score: -6964664.000000 Penalty: 5442.265625
	Iteration 129Q: 3 clusters Score -6964664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -6964661.500000 Penalty: 5442.265625
	Iteration 130Q: 3 clusters Score -6964662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 55740 members 
Entering Unmasked Estep 
Score: -6964666.000000 Penalty: 5442.265625
	Iteration 131Q: 3 clusters Score -6964666 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -6964661.500000 Penalty: 5442.265625
	Iteration 132Q: 3 clusters Score -6964662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 55749 members 
Entering Unmasked Estep 
Score: -6964664.000000 Penalty: 5442.265625
	Iteration 133Q: 3 clusters Score -6964664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 55753 members 
Entering Unmasked Estep 
Score: -6964668.000000 Penalty: 5442.265625
	Iteration 134Q: 3 clusters Score -6964668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2483 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -6964669.500000 Penalty: 5442.265625
	Iteration 135Q: 3 clusters Score -6964670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -6964679.000000 Penalty: 5442.265625
	Iteration 136Q: 3 clusters Score -6964679 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 55761 members 
Entering Unmasked Estep 
Score: -6964683.500000 Penalty: 5442.265625
	Iteration 137Q: 3 clusters Score -6964684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -6964684.500000 Penalty: 5442.265625
	Iteration 138Q: 3 clusters Score -6964684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 55773 members 
Entering Unmasked Estep 
Score: -6964690.500000 Penalty: 5442.265625
	Iteration 139Q: 3 clusters Score -6964690 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 55780 members 
Entering Unmasked Estep 
Score: -6964687.000000 Penalty: 5442.265625
	Iteration 140F: 3 clusters Score -6964687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -6964686.500000 Penalty: 5442.265625
	Iteration 141Q: 3 clusters Score -6964686 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -6964688.000000 Penalty: 5442.265625
	Iteration 142Q: 3 clusters Score -6964688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 55803 members 
Entering Unmasked Estep 
Score: -6964692.000000 Penalty: 5442.265625
	Iteration 143Q: 3 clusters Score -6964692 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -6964694.500000 Penalty: 5442.265625
	Iteration 144Q: 3 clusters Score -6964694 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 55821 members 
Entering Unmasked Estep 
Score: -6964686.000000 Penalty: 5442.265625
	Iteration 145Q: 3 clusters Score -6964686 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 55834 members 
Entering Unmasked Estep 
Score: -6964697.500000 Penalty: 5442.265625
	Iteration 146Q: 3 clusters Score -6964698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 55845 members 
Entering Unmasked Estep 
Score: -6964697.000000 Penalty: 5442.265625
	Iteration 147Q: 3 clusters Score -6964697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 55861 members 
Entering Unmasked Estep 
Score: -6964698.500000 Penalty: 5442.265625
	Iteration 148Q: 3 clusters Score -6964698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 55877 members 
Entering Unmasked Estep 
Score: -6964697.500000 Penalty: 5442.265625
	Iteration 149Q: 3 clusters Score -6964698 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 55891 members 
Entering Unmasked Estep 
Score: -6964695.500000 Penalty: 5442.265625
	Iteration 150Q: 3 clusters Score -6964696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -6964706.500000 Penalty: 5442.265625
	Iteration 151Q: 3 clusters Score -6964706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -6964706.000000 Penalty: 5442.265625
	Iteration 152Q: 3 clusters Score -6964706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -6964703.500000 Penalty: 5442.265625
	Iteration 153Q: 3 clusters Score -6964704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 55926 members 
Entering Unmasked Estep 
Score: -6964705.500000 Penalty: 5442.265625
	Iteration 154Q: 3 clusters Score -6964706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 55935 members 
Entering Unmasked Estep 
Score: -6964709.000000 Penalty: 5442.265625
	Iteration 155Q: 3 clusters Score -6964709 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 55945 members 
Entering Unmasked Estep 
Score: -6964709.000000 Penalty: 5442.265625
	Iteration 156Q: 3 clusters Score -6964709 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 55951 members 
Entering Unmasked Estep 
Score: -6964717.000000 Penalty: 5442.265625
	Iteration 157Q: 3 clusters Score -6964717 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 55958 members 
Entering Unmasked Estep 
Score: -6964720.000000 Penalty: 5442.265625
	Iteration 158Q: 3 clusters Score -6964720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 55970 members 
Entering Unmasked Estep 
Score: -6964713.000000 Penalty: 5442.265625
	Iteration 159Q: 3 clusters Score -6964713 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 55983 members 
Entering Unmasked Estep 
Score: -6964729.500000 Penalty: 5442.265625
	Iteration 160F: 3 clusters Score -6964730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 55998 members 
Entering Unmasked Estep 
Score: -6964725.500000 Penalty: 5442.265625
	Iteration 161Q: 3 clusters Score -6964726 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 56016 members 
Entering Unmasked Estep 
Score: -6964711.000000 Penalty: 5442.265625
	Iteration 162Q: 3 clusters Score -6964711 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 56027 members 
Entering Unmasked Estep 
Score: -6964717.500000 Penalty: 5442.265625
	Iteration 163Q: 3 clusters Score -6964718 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 56036 members 
Entering Unmasked Estep 
Score: -6964712.500000 Penalty: 5442.265625
	Iteration 164Q: 3 clusters Score -6964712 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 56046 members 
Entering Unmasked Estep 
Score: -6964721.500000 Penalty: 5442.265625
	Iteration 165Q: 3 clusters Score -6964722 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 56062 members 
Entering Unmasked Estep 
Score: -6964714.500000 Penalty: 5442.265625
	Iteration 166Q: 3 clusters Score -6964714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 56078 members 
Entering Unmasked Estep 
Score: -6964732.000000 Penalty: 5442.265625
	Iteration 167Q: 3 clusters Score -6964732 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 56091 members 
Entering Unmasked Estep 
Score: -6964738.000000 Penalty: 5442.265625
	Iteration 168Q: 3 clusters Score -6964738 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 56107 members 
Entering Unmasked Estep 
Score: -6964735.500000 Penalty: 5442.265625
	Iteration 169Q: 3 clusters Score -6964736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 56122 members 
Entering Unmasked Estep 
Score: -6964737.000000 Penalty: 5442.265625
	Iteration 170Q: 3 clusters Score -6964737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -6964742.000000 Penalty: 5442.265625
	Iteration 171Q: 3 clusters Score -6964742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 56146 members 
Entering Unmasked Estep 
Score: -6964753.500000 Penalty: 5442.265625
	Iteration 172Q: 3 clusters Score -6964754 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 56160 members 
Entering Unmasked Estep 
Score: -6964753.000000 Penalty: 5442.265625
	Iteration 173Q: 3 clusters Score -6964753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 56172 members 
Entering Unmasked Estep 
Score: -6964756.000000 Penalty: 5442.265625
	Iteration 174Q: 3 clusters Score -6964756 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 56178 members 
Entering Unmasked Estep 
Score: -6964750.500000 Penalty: 5442.265625
	Iteration 175Q: 3 clusters Score -6964750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 56181 members 
Entering Unmasked Estep 
Score: -6964754.000000 Penalty: 5442.265625
	Iteration 176Q: 3 clusters Score -6964754 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -6964753.500000 Penalty: 5442.265625
	Iteration 177Q: 3 clusters Score -6964754 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -6964753.500000 Penalty: 5442.265625
	Iteration 178F: 3 clusters Score -6964754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Entering Unmasked Estep 
Score: -2463765.000000 Penalty: 2503.420654
	Iteration 0F: 2 clusters Score -2463765 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -2447115.250000 Penalty: 5006.841309
	Iteration 0F: 3 clusters Score -2447115 nChanged 10683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12617 members 
Mstep: Class 2 contains 11591 members 
Entering Unmasked Estep 
Score: -2453100.500000 Penalty: 5006.841309
	Iteration 1F: 3 clusters Score -2453100 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 11294 members 
Entering Unmasked Estep 
Score: -2453694.500000 Penalty: 5006.841309
	Iteration 2F: 3 clusters Score -2453694 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2454291.000000 Penalty: 5006.841309
	Iteration 3F: 3 clusters Score -2454291 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 10359 members 
Entering Unmasked Estep 
Score: -2454926.250000 Penalty: 5006.841309
	Iteration 4F: 3 clusters Score -2454926 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14397 members 
Mstep: Class 2 contains 9811 members 
Entering Unmasked Estep 
Score: -2455602.500000 Penalty: 5006.841309
	Iteration 5F: 3 clusters Score -2455602 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -2456365.500000 Penalty: 5006.841309
	Iteration 6F: 3 clusters Score -2456366 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15733 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -2457189.000000 Penalty: 5006.841309
	Iteration 7F: 3 clusters Score -2457189 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16358 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -2457986.500000 Penalty: 5006.841309
	Iteration 8Q: 3 clusters Score -2457986 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16917 members 
Mstep: Class 2 contains 7291 members 
Entering Unmasked Estep 
Score: -2458751.500000 Penalty: 5006.841309
	Iteration 9Q: 3 clusters Score -2458752 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17416 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -2459374.500000 Penalty: 5006.841309
	Iteration 10Q: 3 clusters Score -2459374 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 6358 members 
Entering Unmasked Estep 
Score: -2459860.500000 Penalty: 5006.841309
	Iteration 11Q: 3 clusters Score -2459860 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -2460281.500000 Penalty: 5006.841309
	Iteration 12Q: 3 clusters Score -2460282 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 5619 members 
Entering Unmasked Estep 
Score: -2460611.000000 Penalty: 5006.841309
	Iteration 13Q: 3 clusters Score -2460611 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18900 members 
Mstep: Class 2 contains 5308 members 
Entering Unmasked Estep 
Score: -2460882.000000 Penalty: 5006.841309
	Iteration 14Q: 3 clusters Score -2460882 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19177 members 
Mstep: Class 2 contains 5031 members 
Entering Unmasked Estep 
Score: -2461086.500000 Penalty: 5006.841309
	Iteration 15Q: 3 clusters Score -2461086 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -2461253.000000 Penalty: 5006.841309
	Iteration 16Q: 3 clusters Score -2461253 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 4607 members 
Entering Unmasked Estep 
Score: -2461381.500000 Penalty: 5006.841309
	Iteration 17Q: 3 clusters Score -2461382 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19779 members 
Mstep: Class 2 contains 4429 members 
Entering Unmasked Estep 
Score: -2461485.250000 Penalty: 5006.841309
	Iteration 18Q: 3 clusters Score -2461485 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19921 members 
Mstep: Class 2 contains 4287 members 
Entering Unmasked Estep 
Score: -2461569.000000 Penalty: 5006.841309
	Iteration 19Q: 3 clusters Score -2461569 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20044 members 
Mstep: Class 2 contains 4164 members 
Entering Unmasked Estep 
Score: -2461634.250000 Penalty: 5006.841309
	Iteration 20F: 3 clusters Score -2461634 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -2461682.500000 Penalty: 5006.841309
	Iteration 21Q: 3 clusters Score -2461682 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -2461724.000000 Penalty: 5006.841309
	Iteration 22Q: 3 clusters Score -2461724 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -2461757.250000 Penalty: 5006.841309
	Iteration 23Q: 3 clusters Score -2461757 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -2461767.000000 Penalty: 5006.841309
	Iteration 24Q: 3 clusters Score -2461767 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20526 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -2461778.250000 Penalty: 5006.841309
	Iteration 25Q: 3 clusters Score -2461778 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -2461798.500000 Penalty: 5006.841309
	Iteration 26Q: 3 clusters Score -2461798 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -2461807.250000 Penalty: 5006.841309
	Iteration 27Q: 3 clusters Score -2461807 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20683 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -2461820.000000 Penalty: 5006.841309
	Iteration 28Q: 3 clusters Score -2461820 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -2461825.750000 Penalty: 5006.841309
	Iteration 29Q: 3 clusters Score -2461826 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -2461834.750000 Penalty: 5006.841309
	Iteration 30Q: 3 clusters Score -2461835 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -2461833.250000 Penalty: 5006.841309
	Iteration 31Q: 3 clusters Score -2461833 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20803 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -2461843.500000 Penalty: 5006.841309
	Iteration 32Q: 3 clusters Score -2461844 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -2461842.500000 Penalty: 5006.841309
	Iteration 33Q: 3 clusters Score -2461842 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -2461843.750000 Penalty: 5006.841309
	Iteration 34Q: 3 clusters Score -2461844 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -2461857.500000 Penalty: 5006.841309
	Iteration 35Q: 3 clusters Score -2461858 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20912 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -2461857.250000 Penalty: 5006.841309
	Iteration 36Q: 3 clusters Score -2461857 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -2461862.500000 Penalty: 5006.841309
	Iteration 37Q: 3 clusters Score -2461862 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -2461865.000000 Penalty: 5006.841309
	Iteration 38Q: 3 clusters Score -2461865 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -2461873.000000 Penalty: 5006.841309
	Iteration 39Q: 3 clusters Score -2461873 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -2461874.000000 Penalty: 5006.841309
	Iteration 40F: 3 clusters Score -2461874 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21012 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -2461874.500000 Penalty: 5006.841309
	Iteration 41Q: 3 clusters Score -2461874 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -2461872.750000 Penalty: 5006.841309
	Iteration 42Q: 3 clusters Score -2461873 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -2461874.500000 Penalty: 5006.841309
	Iteration 43Q: 3 clusters Score -2461874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -2461871.750000 Penalty: 5006.841309
	Iteration 44Q: 3 clusters Score -2461872 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21065 members 
Mstep: Class 2 contains 3143 members 
Entering Unmasked Estep 
Score: -2461879.000000 Penalty: 5006.841309
	Iteration 45Q: 3 clusters Score -2461879 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -2461880.500000 Penalty: 5006.841309
	Iteration 46Q: 3 clusters Score -2461880 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -2461884.500000 Penalty: 5006.841309
	Iteration 47Q: 3 clusters Score -2461884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -2461882.750000 Penalty: 5006.841309
	Iteration 48Q: 3 clusters Score -2461883 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -2461885.000000 Penalty: 5006.841309
	Iteration 49Q: 3 clusters Score -2461885 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -2461886.500000 Penalty: 5006.841309
	Iteration 50Q: 3 clusters Score -2461886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -2461891.250000 Penalty: 5006.841309
	Iteration 51Q: 3 clusters Score -2461891 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -2461888.750000 Penalty: 5006.841309
	Iteration 52Q: 3 clusters Score -2461889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21121 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -2461892.750000 Penalty: 5006.841309
	Iteration 53Q: 3 clusters Score -2461893 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21126 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -2461894.500000 Penalty: 5006.841309
	Iteration 54Q: 3 clusters Score -2461894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 3075 members 
Entering Unmasked Estep 
Score: -2461891.500000 Penalty: 5006.841309
	Iteration 55Q: 3 clusters Score -2461892 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -2461887.000000 Penalty: 5006.841309
	Iteration 56Q: 3 clusters Score -2461887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -2461888.000000 Penalty: 5006.841309
	Iteration 57Q: 3 clusters Score -2461888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -2461894.000000 Penalty: 5006.841309
	Iteration 58Q: 3 clusters Score -2461894 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -2461894.500000 Penalty: 5006.841309
	Iteration 59Q: 3 clusters Score -2461894 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21163 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -2461895.000000 Penalty: 5006.841309
	Iteration 60F: 3 clusters Score -2461895 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -2461895.000000 Penalty: 5006.841309
	Iteration 61Q: 3 clusters Score -2461895 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -2461899.500000 Penalty: 5006.841309
	Iteration 62Q: 3 clusters Score -2461900 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -2461903.000000 Penalty: 5006.841309
	Iteration 63Q: 3 clusters Score -2461903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21183 members 
Mstep: Class 2 contains 3025 members 
Entering Unmasked Estep 
Score: -2461898.750000 Penalty: 5006.841309
	Iteration 64Q: 3 clusters Score -2461899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -2461899.250000 Penalty: 5006.841309
	Iteration 65Q: 3 clusters Score -2461899 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -2461902.750000 Penalty: 5006.841309
	Iteration 66Q: 3 clusters Score -2461903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -2461904.000000 Penalty: 5006.841309
	Iteration 67Q: 3 clusters Score -2461904 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2461904.750000 Penalty: 5006.841309
	Iteration 68Q: 3 clusters Score -2461905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21210 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -2461911.500000 Penalty: 5006.841309
	Iteration 69Q: 3 clusters Score -2461912 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21215 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -2461908.500000 Penalty: 5006.841309
	Iteration 70Q: 3 clusters Score -2461908 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -2461907.750000 Penalty: 5006.841309
	Iteration 71Q: 3 clusters Score -2461908 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21231 members 
Mstep: Class 2 contains 2977 members 
Entering Unmasked Estep 
Score: -2461917.250000 Penalty: 5006.841309
	Iteration 72Q: 3 clusters Score -2461917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -2461916.250000 Penalty: 5006.841309
	Iteration 73Q: 3 clusters Score -2461916 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21245 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -2461922.500000 Penalty: 5006.841309
	Iteration 74Q: 3 clusters Score -2461922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -2461924.000000 Penalty: 5006.841309
	Iteration 75Q: 3 clusters Score -2461924 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21279 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -2461921.250000 Penalty: 5006.841309
	Iteration 76Q: 3 clusters Score -2461921 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -2461921.000000 Penalty: 5006.841309
	Iteration 77Q: 3 clusters Score -2461921 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21307 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -2461930.000000 Penalty: 5006.841309
	Iteration 78Q: 3 clusters Score -2461930 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -2461934.250000 Penalty: 5006.841309
	Iteration 79Q: 3 clusters Score -2461934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -2461931.250000 Penalty: 5006.841309
	Iteration 80F: 3 clusters Score -2461931 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -2461931.750000 Penalty: 5006.841309
	Iteration 81Q: 3 clusters Score -2461932 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 2857 members 
Entering Unmasked Estep 
Score: -2461931.000000 Penalty: 5006.841309
	Iteration 82Q: 3 clusters Score -2461931 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21362 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -2461931.750000 Penalty: 5006.841309
	Iteration 83Q: 3 clusters Score -2461932 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -2461940.500000 Penalty: 5006.841309
	Iteration 84Q: 3 clusters Score -2461940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -2461940.500000 Penalty: 5006.841309
	Iteration 85Q: 3 clusters Score -2461940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2461940.000000 Penalty: 5006.841309
	Iteration 86Q: 3 clusters Score -2461940 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -2461940.000000 Penalty: 5006.841309
	Iteration 87F: 3 clusters Score -2461940 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10683 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Entering Unmasked Estep 
Score: -1206759.750000 Penalty: 2300.549561
	Iteration 0F: 2 clusters Score -1206760 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1198667.000000 Penalty: 4601.099121
	Iteration 0F: 3 clusters Score -1198667 nChanged 4461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1201120.625000 Penalty: 4601.099121
	Iteration 1F: 3 clusters Score -1201121 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 5621 members 
Entering Unmasked Estep 
Score: -1201452.875000 Penalty: 4601.099121
	Iteration 2F: 3 clusters Score -1201453 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -1201693.375000 Penalty: 4601.099121
	Iteration 3F: 3 clusters Score -1201693 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4768 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1201889.000000 Penalty: 4601.099121
	Iteration 4Q: 3 clusters Score -1201889 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -1202046.875000 Penalty: 4601.099121
	Iteration 5Q: 3 clusters Score -1202047 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 6234 members 
Entering Unmasked Estep 
Score: -1202188.875000 Penalty: 4601.099121
	Iteration 6Q: 3 clusters Score -1202189 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1202348.125000 Penalty: 4601.099121
	Iteration 7Q: 3 clusters Score -1202348 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -1202512.500000 Penalty: 4601.099121
	Iteration 8Q: 3 clusters Score -1202512 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 6952 members 
Entering Unmasked Estep 
Score: -1202673.625000 Penalty: 4601.099121
	Iteration 9Q: 3 clusters Score -1202674 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 7192 members 
Entering Unmasked Estep 
Score: -1202818.625000 Penalty: 4601.099121
	Iteration 10Q: 3 clusters Score -1202819 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -1202954.500000 Penalty: 4601.099121
	Iteration 11Q: 3 clusters Score -1202954 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7685 members 
Entering Unmasked Estep 
Score: -1203111.375000 Penalty: 4601.099121
	Iteration 12Q: 3 clusters Score -1203111 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -1203265.125000 Penalty: 4601.099121
	Iteration 13Q: 3 clusters Score -1203265 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1203401.625000 Penalty: 4601.099121
	Iteration 14Q: 3 clusters Score -1203402 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -1203553.625000 Penalty: 4601.099121
	Iteration 15Q: 3 clusters Score -1203554 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -1203695.375000 Penalty: 4601.099121
	Iteration 16Q: 3 clusters Score -1203695 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -1203833.250000 Penalty: 4601.099121
	Iteration 17Q: 3 clusters Score -1203833 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -1203932.875000 Penalty: 4601.099121
	Iteration 18Q: 3 clusters Score -1203933 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1204014.375000 Penalty: 4601.099121
	Iteration 19Q: 3 clusters Score -1204014 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 9256 members 
Entering Unmasked Estep 
Score: -1204098.625000 Penalty: 4601.099121
	Iteration 20F: 3 clusters Score -1204099 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -1204193.250000 Penalty: 4601.099121
	Iteration 21Q: 3 clusters Score -1204193 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 9505 members 
Entering Unmasked Estep 
Score: -1204274.125000 Penalty: 4601.099121
	Iteration 22Q: 3 clusters Score -1204274 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 9611 members 
Entering Unmasked Estep 
Score: -1204352.625000 Penalty: 4601.099121
	Iteration 23Q: 3 clusters Score -1204353 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 9696 members 
Entering Unmasked Estep 
Score: -1204409.375000 Penalty: 4601.099121
	Iteration 24Q: 3 clusters Score -1204409 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -1204455.125000 Penalty: 4601.099121
	Iteration 25Q: 3 clusters Score -1204455 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -1204493.500000 Penalty: 4601.099121
	Iteration 26Q: 3 clusters Score -1204494 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 9853 members 
Entering Unmasked Estep 
Score: -1204518.500000 Penalty: 4601.099121
	Iteration 27Q: 3 clusters Score -1204518 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -1204536.500000 Penalty: 4601.099121
	Iteration 28Q: 3 clusters Score -1204536 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9920 members 
Entering Unmasked Estep 
Score: -1204558.500000 Penalty: 4601.099121
	Iteration 29Q: 3 clusters Score -1204558 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1204571.875000 Penalty: 4601.099121
	Iteration 30Q: 3 clusters Score -1204572 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -1204588.125000 Penalty: 4601.099121
	Iteration 31Q: 3 clusters Score -1204588 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 9989 members 
Entering Unmasked Estep 
Score: -1204601.875000 Penalty: 4601.099121
	Iteration 32Q: 3 clusters Score -1204602 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 10004 members 
Entering Unmasked Estep 
Score: -1204612.750000 Penalty: 4601.099121
	Iteration 33Q: 3 clusters Score -1204613 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -1204624.125000 Penalty: 4601.099121
	Iteration 34Q: 3 clusters Score -1204624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -1204631.750000 Penalty: 4601.099121
	Iteration 35Q: 3 clusters Score -1204632 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -1204642.625000 Penalty: 4601.099121
	Iteration 36Q: 3 clusters Score -1204643 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 10065 members 
Entering Unmasked Estep 
Score: -1204652.375000 Penalty: 4601.099121
	Iteration 37Q: 3 clusters Score -1204652 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -1204656.250000 Penalty: 4601.099121
	Iteration 38Q: 3 clusters Score -1204656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 10087 members 
Entering Unmasked Estep 
Score: -1204661.000000 Penalty: 4601.099121
	Iteration 39Q: 3 clusters Score -1204661 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 10096 members 
Entering Unmasked Estep 
Score: -1204670.000000 Penalty: 4601.099121
	Iteration 40F: 3 clusters Score -1204670 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 10110 members 
Entering Unmasked Estep 
Score: -1204682.250000 Penalty: 4601.099121
	Iteration 41Q: 3 clusters Score -1204682 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1204700.125000 Penalty: 4601.099121
	Iteration 42Q: 3 clusters Score -1204700 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 10146 members 
Entering Unmasked Estep 
Score: -1204713.125000 Penalty: 4601.099121
	Iteration 43Q: 3 clusters Score -1204713 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -1204725.875000 Penalty: 4601.099121
	Iteration 44Q: 3 clusters Score -1204726 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -1204741.875000 Penalty: 4601.099121
	Iteration 45Q: 3 clusters Score -1204742 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -1204751.375000 Penalty: 4601.099121
	Iteration 46Q: 3 clusters Score -1204751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 10203 members 
Entering Unmasked Estep 
Score: -1204764.750000 Penalty: 4601.099121
	Iteration 47Q: 3 clusters Score -1204765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -1204773.000000 Penalty: 4601.099121
	Iteration 48Q: 3 clusters Score -1204773 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 10225 members 
Entering Unmasked Estep 
Score: -1204777.250000 Penalty: 4601.099121
	Iteration 49Q: 3 clusters Score -1204777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -1204782.500000 Penalty: 4601.099121
	Iteration 50Q: 3 clusters Score -1204782 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10233 members 
Entering Unmasked Estep 
Score: -1204784.625000 Penalty: 4601.099121
	Iteration 51Q: 3 clusters Score -1204785 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 10236 members 
Entering Unmasked Estep 
Score: -1204787.500000 Penalty: 4601.099121
	Iteration 52Q: 3 clusters Score -1204788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 10239 members 
Entering Unmasked Estep 
Score: -1204789.250000 Penalty: 4601.099121
	Iteration 53Q: 3 clusters Score -1204789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -1204792.000000 Penalty: 4601.099121
	Iteration 54Q: 3 clusters Score -1204792 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 10245 members 
Entering Unmasked Estep 
Score: -1204791.875000 Penalty: 4601.099121
	Iteration 55Q: 3 clusters Score -1204792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1204794.375000 Penalty: 4601.099121
	Iteration 56Q: 3 clusters Score -1204794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -1204794.375000 Penalty: 4601.099121
	Iteration 57F: 3 clusters Score -1204794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (298682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298682 members 
Entering Unmasked Estep 
Score: -35085136.000000 Penalty: 3126.569336
	Iteration 0F: 2 clusters Score -3.508514e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149385 members 
Mstep: Class 2 contains 149297 members 
Entering Unmasked Estep 
Score: -34895660.000000 Penalty: 6253.138672
	Iteration 0F: 3 clusters Score -3.489566e+07 nChanged 144688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151087 members 
Mstep: Class 2 contains 147595 members 
Entering Unmasked Estep 
Score: -34980752.000000 Penalty: 6253.138672
	Iteration 1F: 3 clusters Score -3.498075e+07 nChanged 6335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152118 members 
Mstep: Class 2 contains 146564 members 
Entering Unmasked Estep 
Score: -34981708.000000 Penalty: 6253.138672
	Iteration 2Q: 3 clusters Score -3.498171e+07 nChanged 6477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153743 members 
Mstep: Class 2 contains 144939 members 
Entering Unmasked Estep 
Score: -34982724.000000 Penalty: 6253.138672
	Iteration 3Q: 3 clusters Score -3.498272e+07 nChanged 6671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156250 members 
Mstep: Class 2 contains 142432 members 
Entering Unmasked Estep 
Score: -34983840.000000 Penalty: 6253.138672
	Iteration 4Q: 3 clusters Score -3.498384e+07 nChanged 7393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160163 members 
Mstep: Class 2 contains 138519 members 
Entering Unmasked Estep 
Score: -34985076.000000 Penalty: 6253.138672
	Iteration 5Q: 3 clusters Score -3.498508e+07 nChanged 8612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166091 members 
Mstep: Class 2 contains 132591 members 
Entering Unmasked Estep 
Score: -34987080.000000 Penalty: 6253.138672
	Iteration 6Q: 3 clusters Score -3.498708e+07 nChanged 10637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174890 members 
Mstep: Class 2 contains 123792 members 
Entering Unmasked Estep 
Score: -34990108.000000 Penalty: 6253.138672
	Iteration 7Q: 3 clusters Score -3.499011e+07 nChanged 13981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187587 members 
Mstep: Class 2 contains 111095 members 
Entering Unmasked Estep 
Score: -34995772.000000 Penalty: 6253.138672
	Iteration 8Q: 3 clusters Score -3.499577e+07 nChanged 18054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204693 members 
Mstep: Class 2 contains 93989 members 
Entering Unmasked Estep 
Score: -35006316.000000 Penalty: 6253.138672
	Iteration 9F: 3 clusters Score -3.500632e+07 nChanged 20598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224685 members 
Mstep: Class 2 contains 73997 members 
Entering Unmasked Estep 
Score: -35021356.000000 Penalty: 6253.138672
	Iteration 10F: 3 clusters Score -3.502136e+07 nChanged 19588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243635 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -35038136.000000 Penalty: 6253.138672
	Iteration 11F: 3 clusters Score -3.503814e+07 nChanged 15289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257704 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -35051536.000000 Penalty: 6253.138672
	Iteration 12F: 3 clusters Score -3.505154e+07 nChanged 10702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266300 members 
Mstep: Class 2 contains 32382 members 
Entering Unmasked Estep 
Score: -35060508.000000 Penalty: 6253.138672
	Iteration 13Q: 3 clusters Score -3.506051e+07 nChanged 7369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271327 members 
Mstep: Class 2 contains 27355 members 
Entering Unmasked Estep 
Score: -35065416.000000 Penalty: 6253.138672
	Iteration 14Q: 3 clusters Score -3.506542e+07 nChanged 5034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274651 members 
Mstep: Class 2 contains 24031 members 
Entering Unmasked Estep 
Score: -35068180.000000 Penalty: 6253.138672
	Iteration 15Q: 3 clusters Score -3.506818e+07 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277165 members 
Mstep: Class 2 contains 21517 members 
Entering Unmasked Estep 
Score: -35070344.000000 Penalty: 6253.138672
	Iteration 16Q: 3 clusters Score -3.507034e+07 nChanged 2800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279387 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -35071932.000000 Penalty: 6253.138672
	Iteration 17Q: 3 clusters Score -3.507193e+07 nChanged 2253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281314 members 
Mstep: Class 2 contains 17368 members 
Entering Unmasked Estep 
Score: -35073232.000000 Penalty: 6253.138672
	Iteration 18Q: 3 clusters Score -3.507323e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283057 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -35074644.000000 Penalty: 6253.138672
	Iteration 19Q: 3 clusters Score -3.507464e+07 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284671 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -35075892.000000 Penalty: 6253.138672
	Iteration 20F: 3 clusters Score -3.507589e+07 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286152 members 
Mstep: Class 2 contains 12530 members 
Entering Unmasked Estep 
Score: -35077024.000000 Penalty: 6253.138672
	Iteration 21Q: 3 clusters Score -3.507702e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287425 members 
Mstep: Class 2 contains 11257 members 
Entering Unmasked Estep 
Score: -35078080.000000 Penalty: 6253.138672
	Iteration 22Q: 3 clusters Score -3.507808e+07 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288527 members 
Mstep: Class 2 contains 10155 members 
Entering Unmasked Estep 
Score: -35078892.000000 Penalty: 6253.138672
	Iteration 23Q: 3 clusters Score -3.507889e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289473 members 
Mstep: Class 2 contains 9209 members 
Entering Unmasked Estep 
Score: -35079728.000000 Penalty: 6253.138672
	Iteration 24Q: 3 clusters Score -3.507973e+07 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290321 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -35080392.000000 Penalty: 6253.138672
	Iteration 25Q: 3 clusters Score -3.508039e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291034 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -35080672.000000 Penalty: 6253.138672
	Iteration 26Q: 3 clusters Score -3.508067e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291671 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -35080920.000000 Penalty: 6253.138672
	Iteration 27Q: 3 clusters Score -3.508092e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292194 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -35081120.000000 Penalty: 6253.138672
	Iteration 28Q: 3 clusters Score -3.508112e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292636 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -35081340.000000 Penalty: 6253.138672
	Iteration 29Q: 3 clusters Score -3.508134e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293035 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -35081424.000000 Penalty: 6253.138672
	Iteration 30Q: 3 clusters Score -3.508142e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293393 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -35081632.000000 Penalty: 6253.138672
	Iteration 31Q: 3 clusters Score -3.508163e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293679 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -35081760.000000 Penalty: 6253.138672
	Iteration 32Q: 3 clusters Score -3.508176e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293914 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -35081828.000000 Penalty: 6253.138672
	Iteration 33Q: 3 clusters Score -3.508183e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294127 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -35081912.000000 Penalty: 6253.138672
	Iteration 34Q: 3 clusters Score -3.508191e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294315 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -35081932.000000 Penalty: 6253.138672
	Iteration 35Q: 3 clusters Score -3.508193e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294484 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -35082036.000000 Penalty: 6253.138672
	Iteration 36Q: 3 clusters Score -3.508204e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294614 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -35082088.000000 Penalty: 6253.138672
	Iteration 37Q: 3 clusters Score -3.508209e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294751 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -35082128.000000 Penalty: 6253.138672
	Iteration 38Q: 3 clusters Score -3.508213e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294870 members 
Mstep: Class 2 contains 3812 members 
Entering Unmasked Estep 
Score: -35082204.000000 Penalty: 6253.138672
	Iteration 39Q: 3 clusters Score -3.50822e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294979 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -35082196.000000 Penalty: 6253.138672
	Iteration 40F: 3 clusters Score -3.50822e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295062 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -35082232.000000 Penalty: 6253.138672
	Iteration 41Q: 3 clusters Score -3.508223e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295141 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -35082256.000000 Penalty: 6253.138672
	Iteration 42Q: 3 clusters Score -3.508226e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295181 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -35082268.000000 Penalty: 6253.138672
	Iteration 43Q: 3 clusters Score -3.508227e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295233 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -35082256.000000 Penalty: 6253.138672
	Iteration 44Q: 3 clusters Score -3.508226e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295287 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -35082252.000000 Penalty: 6253.138672
	Iteration 45Q: 3 clusters Score -3.508225e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295322 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -35082292.000000 Penalty: 6253.138672
	Iteration 46Q: 3 clusters Score -3.508229e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295349 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -35082296.000000 Penalty: 6253.138672
	Iteration 47Q: 3 clusters Score -3.50823e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295388 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -35082320.000000 Penalty: 6253.138672
	Iteration 48Q: 3 clusters Score -3.508232e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295431 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -35082272.000000 Penalty: 6253.138672
	Iteration 49Q: 3 clusters Score -3.508227e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295463 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -35082324.000000 Penalty: 6253.138672
	Iteration 50Q: 3 clusters Score -3.508232e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295494 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -35082348.000000 Penalty: 6253.138672
	Iteration 51Q: 3 clusters Score -3.508235e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295518 members 
Mstep: Class 2 contains 3164 members 
Entering Unmasked Estep 
Score: -35082296.000000 Penalty: 6253.138672
	Iteration 52Q: 3 clusters Score -3.50823e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295547 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -35082324.000000 Penalty: 6253.138672
	Iteration 53Q: 3 clusters Score -3.508232e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295574 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -35082368.000000 Penalty: 6253.138672
	Iteration 54Q: 3 clusters Score -3.508237e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295599 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -35082364.000000 Penalty: 6253.138672
	Iteration 55Q: 3 clusters Score -3.508236e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295623 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -35082380.000000 Penalty: 6253.138672
	Iteration 56Q: 3 clusters Score -3.508238e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295641 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -35082364.000000 Penalty: 6253.138672
	Iteration 57Q: 3 clusters Score -3.508236e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295662 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -35082372.000000 Penalty: 6253.138672
	Iteration 58Q: 3 clusters Score -3.508237e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295678 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -35082364.000000 Penalty: 6253.138672
	Iteration 59Q: 3 clusters Score -3.508236e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295691 members 
Mstep: Class 2 contains 2991 members 
Entering Unmasked Estep 
Score: -35082384.000000 Penalty: 6253.138672
	Iteration 60F: 3 clusters Score -3.508238e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295698 members 
Mstep: Class 2 contains 2984 members 
Entering Unmasked Estep 
Score: -35082376.000000 Penalty: 6253.138672
	Iteration 61Q: 3 clusters Score -3.508238e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295702 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -35082352.000000 Penalty: 6253.138672
	Iteration 62Q: 3 clusters Score -3.508235e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295713 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -35082368.000000 Penalty: 6253.138672
	Iteration 63Q: 3 clusters Score -3.508237e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295725 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -35082344.000000 Penalty: 6253.138672
	Iteration 64Q: 3 clusters Score -3.508234e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295735 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -35082340.000000 Penalty: 6253.138672
	Iteration 65Q: 3 clusters Score -3.508234e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295744 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -35082396.000000 Penalty: 6253.138672
	Iteration 66Q: 3 clusters Score -3.50824e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295760 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -35082356.000000 Penalty: 6253.138672
	Iteration 67Q: 3 clusters Score -3.508236e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295775 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -35082348.000000 Penalty: 6253.138672
	Iteration 68Q: 3 clusters Score -3.508235e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295790 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -35082372.000000 Penalty: 6253.138672
	Iteration 69Q: 3 clusters Score -3.508237e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295799 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -35082360.000000 Penalty: 6253.138672
	Iteration 70Q: 3 clusters Score -3.508236e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295812 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -35082396.000000 Penalty: 6253.138672
	Iteration 71Q: 3 clusters Score -3.50824e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295824 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -35082420.000000 Penalty: 6253.138672
	Iteration 72Q: 3 clusters Score -3.508242e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295831 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -35082408.000000 Penalty: 6253.138672
	Iteration 73Q: 3 clusters Score -3.508241e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295836 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -35082420.000000 Penalty: 6253.138672
	Iteration 74Q: 3 clusters Score -3.508242e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295840 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -35082424.000000 Penalty: 6253.138672
	Iteration 75Q: 3 clusters Score -3.508242e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295846 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -35082408.000000 Penalty: 6253.138672
	Iteration 76Q: 3 clusters Score -3.508241e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295860 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -35082440.000000 Penalty: 6253.138672
	Iteration 77Q: 3 clusters Score -3.508244e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295870 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -35082408.000000 Penalty: 6253.138672
	Iteration 78Q: 3 clusters Score -3.508241e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295876 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -35082432.000000 Penalty: 6253.138672
	Iteration 79Q: 3 clusters Score -3.508243e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295884 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -35082436.000000 Penalty: 6253.138672
	Iteration 80F: 3 clusters Score -3.508244e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295893 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -35082460.000000 Penalty: 6253.138672
	Iteration 81Q: 3 clusters Score -3.508246e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295896 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -35082460.000000 Penalty: 6253.138672
	Iteration 82Q: 3 clusters Score -3.508246e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295907 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -35082480.000000 Penalty: 6253.138672
	Iteration 83Q: 3 clusters Score -3.508248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295911 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -35082480.000000 Penalty: 6253.138672
	Iteration 84Q: 3 clusters Score -3.508248e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295914 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -35082472.000000 Penalty: 6253.138672
	Iteration 85Q: 3 clusters Score -3.508247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295915 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -35082444.000000 Penalty: 6253.138672
	Iteration 86Q: 3 clusters Score -3.508244e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295916 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -35082464.000000 Penalty: 6253.138672
	Iteration 87Q: 3 clusters Score -3.508246e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295914 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -35082472.000000 Penalty: 6253.138672
	Iteration 88Q: 3 clusters Score -3.508247e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295913 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -35082480.000000 Penalty: 6253.138672
	Iteration 89Q: 3 clusters Score -3.508248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295917 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -35082472.000000 Penalty: 6253.138672
	Iteration 90Q: 3 clusters Score -3.508247e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295923 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -35082484.000000 Penalty: 6253.138672
	Iteration 91Q: 3 clusters Score -3.508248e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295925 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -35082464.000000 Penalty: 6253.138672
	Iteration 92Q: 3 clusters Score -3.508246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295930 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -35082460.000000 Penalty: 6253.138672
	Iteration 93Q: 3 clusters Score -3.508246e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295937 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -35082424.000000 Penalty: 6253.138672
	Iteration 94Q: 3 clusters Score -3.508242e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295943 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -35082452.000000 Penalty: 6253.138672
	Iteration 95Q: 3 clusters Score -3.508245e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295946 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -35082460.000000 Penalty: 6253.138672
	Iteration 96Q: 3 clusters Score -3.508246e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295944 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -35082452.000000 Penalty: 6253.138672
	Iteration 97Q: 3 clusters Score -3.508245e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295945 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -35082456.000000 Penalty: 6253.138672
	Iteration 98Q: 3 clusters Score -3.508246e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295944 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -35082472.000000 Penalty: 6253.138672
	Iteration 99Q: 3 clusters Score -3.508247e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295944 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -35082448.000000 Penalty: 6253.138672
	Iteration 100F: 3 clusters Score -3.508245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295945 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -35082464.000000 Penalty: 6253.138672
	Iteration 101Q: 3 clusters Score -3.508246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295945 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -35082452.000000 Penalty: 6253.138672
	Iteration 102Q: 3 clusters Score -3.508245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295944 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -35082456.000000 Penalty: 6253.138672
	Iteration 103Q: 3 clusters Score -3.508246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295943 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -35082452.000000 Penalty: 6253.138672
	Iteration 104Q: 3 clusters Score -3.508245e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295942 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -35082448.000000 Penalty: 6253.138672
	Iteration 105Q: 3 clusters Score -3.508245e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295942 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -35082468.000000 Penalty: 6253.138672
	Iteration 106Q: 3 clusters Score -3.508247e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295945 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -35082468.000000 Penalty: 6253.138672
	Iteration 107Q: 3 clusters Score -3.508247e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295948 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -35082476.000000 Penalty: 6253.138672
	Iteration 108Q: 3 clusters Score -3.508248e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295952 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -35082480.000000 Penalty: 6253.138672
	Iteration 109Q: 3 clusters Score -3.508248e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295956 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -35082464.000000 Penalty: 6253.138672
	Iteration 110Q: 3 clusters Score -3.508246e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295958 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -35082464.000000 Penalty: 6253.138672
	Iteration 111Q: 3 clusters Score -3.508246e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295959 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -35082480.000000 Penalty: 6253.138672
	Iteration 112Q: 3 clusters Score -3.508248e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295959 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -35082480.000000 Penalty: 6253.138672
	Iteration 113F: 3 clusters Score -3.508248e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Entering Unmasked Estep 
Score: -247459.968750 Penalty: 1923.536499
	Iteration 0F: 2 clusters Score -247460 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 1145 members 
Entering Unmasked Estep 
Score: -244628.062500 Penalty: 3847.072998
	Iteration 0F: 3 clusters Score -244628.1 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -245373.968750 Penalty: 3847.072998
	Iteration 1F: 3 clusters Score -245374 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -245788.703125 Penalty: 3847.072998
	Iteration 2F: 3 clusters Score -245788.7 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -245981.828125 Penalty: 3847.072998
	Iteration 3F: 3 clusters Score -245981.8 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -246192.234375 Penalty: 3847.072998
	Iteration 4F: 3 clusters Score -246192.2 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -246465.562500 Penalty: 3847.072998
	Iteration 5F: 3 clusters Score -246465.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -246792.187500 Penalty: 3847.072998
	Iteration 6F: 3 clusters Score -246792.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -247144.750000 Penalty: 3847.072998
	Iteration 7F: 3 clusters Score -247144.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -247436.687500 Penalty: 3847.072998
	Iteration 8F: 3 clusters Score -247436.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -247624.359375 Penalty: 3847.072998
	Iteration 9Q: 3 clusters Score -247624.4 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -247767.218750 Penalty: 3847.072998
	Iteration 10Q: 3 clusters Score -247767.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -247929.031250 Penalty: 3847.072998
	Iteration 11Q: 3 clusters Score -247929 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -248083.062500 Penalty: 3847.072998
	Iteration 12Q: 3 clusters Score -248083.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -248120.109375 Penalty: 3847.072998
	Iteration 13Q: 3 clusters Score -248120.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -248144.984375 Penalty: 3847.072998
	Iteration 14Q: 3 clusters Score -248145 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -248212.343750 Penalty: 3847.072998
	Iteration 15Q: 3 clusters Score -248212.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -248385.500000 Penalty: 3847.072998
	Iteration 16Q: 3 clusters Score -248385.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1527 members 
Entering Unmasked Estep 
Score: -248447.218750 Penalty: 3847.072998
	Iteration 17Q: 3 clusters Score -248447.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -248449.375000 Penalty: 3847.072998
	Iteration 18Q: 3 clusters Score -248449.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -248450.843750 Penalty: 3847.072998
	Iteration 19Q: 3 clusters Score -248450.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -248451.859375 Penalty: 3847.072998
	Iteration 20F: 3 clusters Score -248451.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 1524 members 
Mstep: Class 3 contains 194974 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 78116 members 
Mstep: Class 7 contains 58239 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 298682 members 
Mstep: Class 11 contains 812 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 27149 members 
Mstep: Class 14 contains 219650 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24561 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 247515 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 83352 members 
Mstep: Class 25 contains 12610 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9863 members 
Entering Unmasked Estep 
Score: -161421728.000000 Penalty: 98363.328125
Splitting cluster 11 changes total score from -161422320.000000 to -161421728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (16070 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Entering Unmasked Estep 
Score: -1900312.625000 Penalty: 2401.807861
	Iteration 0F: 2 clusters Score -1900313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8062 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1888727.750000 Penalty: 4803.615723
	Iteration 0F: 3 clusters Score -1888728 nChanged 6978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1892355.250000 Penalty: 4803.615723
	Iteration 1F: 3 clusters Score -1892355 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -1892718.375000 Penalty: 4803.615723
	Iteration 2F: 3 clusters Score -1892718 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8823 members 
Mstep: Class 2 contains 7247 members 
Entering Unmasked Estep 
Score: -1893078.500000 Penalty: 4803.615723
	Iteration 3F: 3 clusters Score -1893078 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
Score: -1893460.750000 Penalty: 4803.615723
	Iteration 4Q: 3 clusters Score -1893461 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -1893906.375000 Penalty: 4803.615723
	Iteration 5F: 3 clusters Score -1893906 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1894454.125000 Penalty: 4803.615723
	Iteration 6F: 3 clusters Score -1894454 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 5578 members 
Entering Unmasked Estep 
Score: -1895097.000000 Penalty: 4803.615723
	Iteration 7F: 3 clusters Score -1895097 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -1895890.375000 Penalty: 4803.615723
	Iteration 8F: 3 clusters Score -1895890 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -1896630.125000 Penalty: 4803.615723
	Iteration 9F: 3 clusters Score -1896630 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11904 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -1897279.000000 Penalty: 4803.615723
	Iteration 10Q: 3 clusters Score -1897279 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -1897665.750000 Penalty: 4803.615723
	Iteration 11Q: 3 clusters Score -1897666 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -1897856.375000 Penalty: 4803.615723
	Iteration 12Q: 3 clusters Score -1897856 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12332 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -1897936.500000 Penalty: 4803.615723
	Iteration 13Q: 3 clusters Score -1897936 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12380 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -1897977.125000 Penalty: 4803.615723
	Iteration 14Q: 3 clusters Score -1897977 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 3641 members 
Entering Unmasked Estep 
Score: -1897997.375000 Penalty: 4803.615723
	Iteration 15Q: 3 clusters Score -1897997 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1898017.125000 Penalty: 4803.615723
	Iteration 16Q: 3 clusters Score -1898017 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1898028.875000 Penalty: 4803.615723
	Iteration 17Q: 3 clusters Score -1898029 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12521 members 
Mstep: Class 2 contains 3549 members 
Entering Unmasked Estep 
Score: -1898044.375000 Penalty: 4803.615723
	Iteration 18Q: 3 clusters Score -1898044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12544 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1898046.625000 Penalty: 4803.615723
	Iteration 19Q: 3 clusters Score -1898047 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -1898041.875000 Penalty: 4803.615723
	Iteration 20F: 3 clusters Score -1898042 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1898047.000000 Penalty: 4803.615723
	Iteration 21Q: 3 clusters Score -1898047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -1898042.750000 Penalty: 4803.615723
	Iteration 22Q: 3 clusters Score -1898043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12586 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -1898043.250000 Penalty: 4803.615723
	Iteration 23Q: 3 clusters Score -1898043 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12591 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -1898041.000000 Penalty: 4803.615723
	Iteration 24Q: 3 clusters Score -1898041 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1898045.500000 Penalty: 4803.615723
	Iteration 25Q: 3 clusters Score -1898046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1898045.625000 Penalty: 4803.615723
	Iteration 26Q: 3 clusters Score -1898046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1898049.375000 Penalty: 4803.615723
	Iteration 27Q: 3 clusters Score -1898049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12616 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1898048.375000 Penalty: 4803.615723
	Iteration 28Q: 3 clusters Score -1898048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1898050.125000 Penalty: 4803.615723
	Iteration 29Q: 3 clusters Score -1898050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 3449 members 
Entering Unmasked Estep 
Score: -1898049.250000 Penalty: 4803.615723
	Iteration 30Q: 3 clusters Score -1898049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1898046.750000 Penalty: 4803.615723
	Iteration 31Q: 3 clusters Score -1898047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1898048.500000 Penalty: 4803.615723
	Iteration 32Q: 3 clusters Score -1898048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1898048.500000 Penalty: 4803.615723
	Iteration 33F: 3 clusters Score -1898048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27149 members 
Entering Unmasked Estep 
Score: -3243774.750000 Penalty: 2531.855713
	Iteration 0F: 2 clusters Score -3243775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13605 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -3225117.750000 Penalty: 5063.711426
	Iteration 0F: 3 clusters Score -3225118 nChanged 12094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 13466 members 
Entering Unmasked Estep 
Score: -3231778.250000 Penalty: 5063.711426
	Iteration 1F: 3 clusters Score -3231778 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13883 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -3232340.250000 Penalty: 5063.711426
	Iteration 2Q: 3 clusters Score -3232340 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14088 members 
Mstep: Class 2 contains 13061 members 
Entering Unmasked Estep 
Score: -3232981.000000 Penalty: 5063.711426
	Iteration 3Q: 3 clusters Score -3232981 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 12871 members 
Entering Unmasked Estep 
Score: -3233636.750000 Penalty: 5063.711426
	Iteration 4Q: 3 clusters Score -3233637 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3234265.500000 Penalty: 5063.711426
	Iteration 5Q: 3 clusters Score -3234266 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 12488 members 
Entering Unmasked Estep 
Score: -3234863.500000 Penalty: 5063.711426
	Iteration 6Q: 3 clusters Score -3234864 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -3235531.750000 Penalty: 5063.711426
	Iteration 7Q: 3 clusters Score -3235532 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14864 members 
Mstep: Class 2 contains 12285 members 
Entering Unmasked Estep 
Score: -3236267.500000 Penalty: 5063.711426
	Iteration 8Q: 3 clusters Score -3236268 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14865 members 
Mstep: Class 2 contains 12284 members 
Entering Unmasked Estep 
Score: -3236949.500000 Penalty: 5063.711426
	Iteration 9Q: 3 clusters Score -3236950 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -3237672.250000 Penalty: 5063.711426
	Iteration 10Q: 3 clusters Score -3237672 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -3238267.750000 Penalty: 5063.711426
	Iteration 11Q: 3 clusters Score -3238268 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3238661.500000 Penalty: 5063.711426
	Iteration 12Q: 3 clusters Score -3238662 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14458 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -3238810.000000 Penalty: 5063.711426
	Iteration 13Q: 3 clusters Score -3238810 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -3238892.500000 Penalty: 5063.711426
	Iteration 14Q: 3 clusters Score -3238892 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -3238959.250000 Penalty: 5063.711426
	Iteration 15Q: 3 clusters Score -3238959 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14240 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -3239004.500000 Penalty: 5063.711426
	Iteration 16Q: 3 clusters Score -3239004 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 12978 members 
Entering Unmasked Estep 
Score: -3239043.500000 Penalty: 5063.711426
	Iteration 17Q: 3 clusters Score -3239044 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 13044 members 
Entering Unmasked Estep 
Score: -3239068.000000 Penalty: 5063.711426
	Iteration 18Q: 3 clusters Score -3239068 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
Score: -3239087.500000 Penalty: 5063.711426
	Iteration 19Q: 3 clusters Score -3239088 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 13259 members 
Entering Unmasked Estep 
Score: -3239106.250000 Penalty: 5063.711426
	Iteration 20F: 3 clusters Score -3239106 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13781 members 
Mstep: Class 2 contains 13368 members 
Entering Unmasked Estep 
Score: -3239119.250000 Penalty: 5063.711426
	Iteration 21Q: 3 clusters Score -3239119 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13671 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3239169.500000 Penalty: 5063.711426
	Iteration 22Q: 3 clusters Score -3239170 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13566 members 
Mstep: Class 2 contains 13583 members 
Entering Unmasked Estep 
Score: -3239181.250000 Penalty: 5063.711426
	Iteration 23Q: 3 clusters Score -3239181 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13471 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -3239194.750000 Penalty: 5063.711426
	Iteration 24Q: 3 clusters Score -3239195 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -3239215.500000 Penalty: 5063.711426
	Iteration 25Q: 3 clusters Score -3239216 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -3239228.000000 Penalty: 5063.711426
	Iteration 26Q: 3 clusters Score -3239228 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -3239229.250000 Penalty: 5063.711426
	Iteration 27Q: 3 clusters Score -3239229 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 14026 members 
Entering Unmasked Estep 
Score: -3239264.000000 Penalty: 5063.711426
	Iteration 28Q: 3 clusters Score -3239264 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -3239272.000000 Penalty: 5063.711426
	Iteration 29Q: 3 clusters Score -3239272 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12904 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -3239283.500000 Penalty: 5063.711426
	Iteration 30Q: 3 clusters Score -3239284 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12791 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3239304.500000 Penalty: 5063.711426
	Iteration 31Q: 3 clusters Score -3239304 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12677 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -3239314.250000 Penalty: 5063.711426
	Iteration 32Q: 3 clusters Score -3239314 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12562 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3239342.750000 Penalty: 5063.711426
	Iteration 33Q: 3 clusters Score -3239343 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12461 members 
Mstep: Class 2 contains 14688 members 
Entering Unmasked Estep 
Score: -3239365.250000 Penalty: 5063.711426
	Iteration 34Q: 3 clusters Score -3239365 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -3239375.500000 Penalty: 5063.711426
	Iteration 35Q: 3 clusters Score -3239376 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12261 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -3239377.500000 Penalty: 5063.711426
	Iteration 36Q: 3 clusters Score -3239378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 14974 members 
Entering Unmasked Estep 
Score: -3239385.500000 Penalty: 5063.711426
	Iteration 37Q: 3 clusters Score -3239386 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -3239412.750000 Penalty: 5063.711426
	Iteration 38Q: 3 clusters Score -3239413 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3239416.750000 Penalty: 5063.711426
	Iteration 39Q: 3 clusters Score -3239417 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -3239425.250000 Penalty: 5063.711426
	Iteration 40F: 3 clusters Score -3239425 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -3239459.000000 Penalty: 5063.711426
	Iteration 41Q: 3 clusters Score -3239459 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 15600 members 
Entering Unmasked Estep 
Score: -3239481.750000 Penalty: 5063.711426
	Iteration 42Q: 3 clusters Score -3239482 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -3239511.500000 Penalty: 5063.711426
	Iteration 43Q: 3 clusters Score -3239512 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11269 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -3239534.500000 Penalty: 5063.711426
	Iteration 44Q: 3 clusters Score -3239534 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 16048 members 
Entering Unmasked Estep 
Score: -3239574.250000 Penalty: 5063.711426
	Iteration 45Q: 3 clusters Score -3239574 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -3239622.250000 Penalty: 5063.711426
	Iteration 46Q: 3 clusters Score -3239622 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3239672.500000 Penalty: 5063.711426
	Iteration 47Q: 3 clusters Score -3239672 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10508 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -3239724.500000 Penalty: 5063.711426
	Iteration 48Q: 3 clusters Score -3239724 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -3239784.500000 Penalty: 5063.711426
	Iteration 49Q: 3 clusters Score -3239784 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9977 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -3239845.000000 Penalty: 5063.711426
	Iteration 50Q: 3 clusters Score -3239845 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9723 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -3239893.250000 Penalty: 5063.711426
	Iteration 51Q: 3 clusters Score -3239893 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 17676 members 
Entering Unmasked Estep 
Score: -3239969.750000 Penalty: 5063.711426
	Iteration 52Q: 3 clusters Score -3239970 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 17955 members 
Entering Unmasked Estep 
Score: -3240042.000000 Penalty: 5063.711426
	Iteration 53Q: 3 clusters Score -3240042 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8924 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3240101.250000 Penalty: 5063.711426
	Iteration 54Q: 3 clusters Score -3240101 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8628 members 
Mstep: Class 2 contains 18521 members 
Entering Unmasked Estep 
Score: -3240173.000000 Penalty: 5063.711426
	Iteration 55Q: 3 clusters Score -3240173 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8322 members 
Mstep: Class 2 contains 18827 members 
Entering Unmasked Estep 
Score: -3240275.250000 Penalty: 5063.711426
	Iteration 56Q: 3 clusters Score -3240275 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -3240367.000000 Penalty: 5063.711426
	Iteration 57Q: 3 clusters Score -3240367 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7706 members 
Mstep: Class 2 contains 19443 members 
Entering Unmasked Estep 
Score: -3240445.000000 Penalty: 5063.711426
	Iteration 58Q: 3 clusters Score -3240445 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -3240559.500000 Penalty: 5063.711426
	Iteration 59Q: 3 clusters Score -3240560 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -3240655.500000 Penalty: 5063.711426
	Iteration 60F: 3 clusters Score -3240656 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6777 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -3240756.250000 Penalty: 5063.711426
	Iteration 61Q: 3 clusters Score -3240756 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -3240843.500000 Penalty: 5063.711426
	Iteration 62Q: 3 clusters Score -3240844 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 20949 members 
Entering Unmasked Estep 
Score: -3240932.750000 Penalty: 5063.711426
	Iteration 63Q: 3 clusters Score -3240933 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -3241021.000000 Penalty: 5063.711426
	Iteration 64Q: 3 clusters Score -3241021 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -3241088.750000 Penalty: 5063.711426
	Iteration 65Q: 3 clusters Score -3241089 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -3241174.000000 Penalty: 5063.711426
	Iteration 66Q: 3 clusters Score -3241174 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 21941 members 
Entering Unmasked Estep 
Score: -3241246.750000 Penalty: 5063.711426
	Iteration 67Q: 3 clusters Score -3241247 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -3241331.000000 Penalty: 5063.711426
	Iteration 68Q: 3 clusters Score -3241331 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -3241400.000000 Penalty: 5063.711426
	Iteration 69Q: 3 clusters Score -3241400 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -3241448.000000 Penalty: 5063.711426
	Iteration 70Q: 3 clusters Score -3241448 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 22776 members 
Entering Unmasked Estep 
Score: -3241502.500000 Penalty: 5063.711426
	Iteration 71Q: 3 clusters Score -3241502 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -3241549.000000 Penalty: 5063.711426
	Iteration 72Q: 3 clusters Score -3241549 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -3241589.750000 Penalty: 5063.711426
	Iteration 73Q: 3 clusters Score -3241590 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -3241646.000000 Penalty: 5063.711426
	Iteration 74Q: 3 clusters Score -3241646 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -3241674.750000 Penalty: 5063.711426
	Iteration 75Q: 3 clusters Score -3241675 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -3241725.250000 Penalty: 5063.711426
	Iteration 76Q: 3 clusters Score -3241725 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 23693 members 
Entering Unmasked Estep 
Score: -3241784.500000 Penalty: 5063.711426
	Iteration 77Q: 3 clusters Score -3241784 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -3241821.500000 Penalty: 5063.711426
	Iteration 78Q: 3 clusters Score -3241822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 23938 members 
Entering Unmasked Estep 
Score: -3241854.250000 Penalty: 5063.711426
	Iteration 79Q: 3 clusters Score -3241854 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -3241873.000000 Penalty: 5063.711426
	Iteration 80F: 3 clusters Score -3241873 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -3241902.000000 Penalty: 5063.711426
	Iteration 81Q: 3 clusters Score -3241902 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -3241920.500000 Penalty: 5063.711426
	Iteration 82Q: 3 clusters Score -3241920 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -3241942.500000 Penalty: 5063.711426
	Iteration 83Q: 3 clusters Score -3241942 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -3241958.000000 Penalty: 5063.711426
	Iteration 84Q: 3 clusters Score -3241958 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 24378 members 
Entering Unmasked Estep 
Score: -3241975.000000 Penalty: 5063.711426
	Iteration 85Q: 3 clusters Score -3241975 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -3241996.750000 Penalty: 5063.711426
	Iteration 86Q: 3 clusters Score -3241997 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -3242017.500000 Penalty: 5063.711426
	Iteration 87Q: 3 clusters Score -3242018 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -3242013.000000 Penalty: 5063.711426
	Iteration 88Q: 3 clusters Score -3242013 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 24567 members 
Entering Unmasked Estep 
Score: -3242030.500000 Penalty: 5063.711426
	Iteration 89Q: 3 clusters Score -3242030 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -3242035.250000 Penalty: 5063.711426
	Iteration 90Q: 3 clusters Score -3242035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -3242039.250000 Penalty: 5063.711426
	Iteration 91Q: 3 clusters Score -3242039 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -3242047.250000 Penalty: 5063.711426
	Iteration 92Q: 3 clusters Score -3242047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2472 members 
Mstep: Class 2 contains 24677 members 
Entering Unmasked Estep 
Score: -3242047.750000 Penalty: 5063.711426
	Iteration 93Q: 3 clusters Score -3242048 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 24698 members 
Entering Unmasked Estep 
Score: -3242054.250000 Penalty: 5063.711426
	Iteration 94Q: 3 clusters Score -3242054 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -3242050.500000 Penalty: 5063.711426
	Iteration 95Q: 3 clusters Score -3242050 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 24732 members 
Entering Unmasked Estep 
Score: -3242053.250000 Penalty: 5063.711426
	Iteration 96Q: 3 clusters Score -3242053 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -3242060.250000 Penalty: 5063.711426
	Iteration 97Q: 3 clusters Score -3242060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -3242066.250000 Penalty: 5063.711426
	Iteration 98Q: 3 clusters Score -3242066 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 24776 members 
Entering Unmasked Estep 
Score: -3242071.000000 Penalty: 5063.711426
	Iteration 99Q: 3 clusters Score -3242071 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 24794 members 
Entering Unmasked Estep 
Score: -3242086.500000 Penalty: 5063.711426
	Iteration 100F: 3 clusters Score -3242086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -3242089.000000 Penalty: 5063.711426
	Iteration 101Q: 3 clusters Score -3242089 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 24828 members 
Entering Unmasked Estep 
Score: -3242096.000000 Penalty: 5063.711426
	Iteration 102Q: 3 clusters Score -3242096 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -3242102.500000 Penalty: 5063.711426
	Iteration 103Q: 3 clusters Score -3242102 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -3242106.750000 Penalty: 5063.711426
	Iteration 104Q: 3 clusters Score -3242107 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -3242115.000000 Penalty: 5063.711426
	Iteration 105Q: 3 clusters Score -3242115 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2262 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -3242116.000000 Penalty: 5063.711426
	Iteration 106Q: 3 clusters Score -3242116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -3242109.750000 Penalty: 5063.711426
	Iteration 107Q: 3 clusters Score -3242110 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 24912 members 
Entering Unmasked Estep 
Score: -3242114.500000 Penalty: 5063.711426
	Iteration 108Q: 3 clusters Score -3242114 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -3242120.250000 Penalty: 5063.711426
	Iteration 109Q: 3 clusters Score -3242120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -3242127.000000 Penalty: 5063.711426
	Iteration 110Q: 3 clusters Score -3242127 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -3242134.000000 Penalty: 5063.711426
	Iteration 111Q: 3 clusters Score -3242134 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -3242141.000000 Penalty: 5063.711426
	Iteration 112Q: 3 clusters Score -3242141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -3242134.250000 Penalty: 5063.711426
	Iteration 113Q: 3 clusters Score -3242134 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 25012 members 
Entering Unmasked Estep 
Score: -3242131.750000 Penalty: 5063.711426
	Iteration 114Q: 3 clusters Score -3242132 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 25023 members 
Entering Unmasked Estep 
Score: -3242141.500000 Penalty: 5063.711426
	Iteration 115Q: 3 clusters Score -3242142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 25036 members 
Entering Unmasked Estep 
Score: -3242150.000000 Penalty: 5063.711426
	Iteration 116Q: 3 clusters Score -3242150 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -3242149.000000 Penalty: 5063.711426
	Iteration 117Q: 3 clusters Score -3242149 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 25050 members 
Entering Unmasked Estep 
Score: -3242149.250000 Penalty: 5063.711426
	Iteration 118Q: 3 clusters Score -3242149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 25057 members 
Entering Unmasked Estep 
Score: -3242148.500000 Penalty: 5063.711426
	Iteration 119Q: 3 clusters Score -3242148 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -3242150.500000 Penalty: 5063.711426
	Iteration 120F: 3 clusters Score -3242150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -3242147.250000 Penalty: 5063.711426
	Iteration 121Q: 3 clusters Score -3242147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -3242145.500000 Penalty: 5063.711426
	Iteration 122Q: 3 clusters Score -3242146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3242146.500000 Penalty: 5063.711426
	Iteration 123Q: 3 clusters Score -3242146 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -3242146.500000 Penalty: 5063.711426
	Iteration 124F: 3 clusters Score -3242146 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (219650 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219650 members 
Entering Unmasked Estep 
Score: -25869892.000000 Penalty: 3050.347900
	Iteration 0F: 2 clusters Score -2.586989e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110522 members 
Mstep: Class 2 contains 109128 members 
Entering Unmasked Estep 
Score: -25727724.000000 Penalty: 6100.695801
	Iteration 0F: 3 clusters Score -2.572772e+07 nChanged 105695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123493 members 
Mstep: Class 2 contains 96157 members 
Entering Unmasked Estep 
Score: -25791398.000000 Penalty: 6100.695801
	Iteration 1F: 3 clusters Score -2.57914e+07 nChanged 9505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131610 members 
Mstep: Class 2 contains 88040 members 
Entering Unmasked Estep 
Score: -25794932.000000 Penalty: 6100.695801
	Iteration 2Q: 3 clusters Score -2.579493e+07 nChanged 12507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143567 members 
Mstep: Class 2 contains 76083 members 
Entering Unmasked Estep 
Score: -25802238.000000 Penalty: 6100.695801
	Iteration 3F: 3 clusters Score -2.580224e+07 nChanged 16878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160177 members 
Mstep: Class 2 contains 59473 members 
Entering Unmasked Estep 
Score: -25814284.000000 Penalty: 6100.695801
	Iteration 4F: 3 clusters Score -2.581428e+07 nChanged 20277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180288 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -25832118.000000 Penalty: 6100.695801
	Iteration 5F: 3 clusters Score -2.583212e+07 nChanged 18943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199059 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -25850312.000000 Penalty: 6100.695801
	Iteration 6F: 3 clusters Score -2.585031e+07 nChanged 11758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210573 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -25861272.000000 Penalty: 6100.695801
	Iteration 7F: 3 clusters Score -2.586127e+07 nChanged 4933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215210 members 
Mstep: Class 2 contains 4440 members 
Entering Unmasked Estep 
Score: -25865884.000000 Penalty: 6100.695801
	Iteration 8Q: 3 clusters Score -2.586588e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216489 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -25867718.000000 Penalty: 6100.695801
	Iteration 9Q: 3 clusters Score -2.586772e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216708 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -25868618.000000 Penalty: 6100.695801
	Iteration 10Q: 3 clusters Score -2.586862e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216603 members 
Mstep: Class 2 contains 3047 members 
Entering Unmasked Estep 
Score: -25869204.000000 Penalty: 6100.695801
	Iteration 11Q: 3 clusters Score -2.58692e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216396 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -25869462.000000 Penalty: 6100.695801
	Iteration 12Q: 3 clusters Score -2.586946e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216198 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -25869684.000000 Penalty: 6100.695801
	Iteration 13Q: 3 clusters Score -2.586968e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216034 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -25869828.000000 Penalty: 6100.695801
	Iteration 14Q: 3 clusters Score -2.586983e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215873 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -25869972.000000 Penalty: 6100.695801
	Iteration 15Q: 3 clusters Score -2.586997e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215727 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -25870064.000000 Penalty: 6100.695801
	Iteration 16Q: 3 clusters Score -2.587006e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215588 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -25870160.000000 Penalty: 6100.695801
	Iteration 17Q: 3 clusters Score -2.587016e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215475 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -25870184.000000 Penalty: 6100.695801
	Iteration 18Q: 3 clusters Score -2.587018e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215371 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -25870216.000000 Penalty: 6100.695801
	Iteration 19Q: 3 clusters Score -2.587022e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215289 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -25870290.000000 Penalty: 6100.695801
	Iteration 20F: 3 clusters Score -2.587029e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215206 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -25870364.000000 Penalty: 6100.695801
	Iteration 21Q: 3 clusters Score -2.587036e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215146 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -25870394.000000 Penalty: 6100.695801
	Iteration 22Q: 3 clusters Score -2.587039e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215077 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -25870364.000000 Penalty: 6100.695801
	Iteration 23Q: 3 clusters Score -2.587036e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215017 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -25870422.000000 Penalty: 6100.695801
	Iteration 24Q: 3 clusters Score -2.587042e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214964 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -25870420.000000 Penalty: 6100.695801
	Iteration 25Q: 3 clusters Score -2.587042e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214922 members 
Mstep: Class 2 contains 4728 members 
Entering Unmasked Estep 
Score: -25870464.000000 Penalty: 6100.695801
	Iteration 26Q: 3 clusters Score -2.587046e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214889 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -25870490.000000 Penalty: 6100.695801
	Iteration 27Q: 3 clusters Score -2.587049e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214864 members 
Mstep: Class 2 contains 4786 members 
Entering Unmasked Estep 
Score: -25870484.000000 Penalty: 6100.695801
	Iteration 28Q: 3 clusters Score -2.587048e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214849 members 
Mstep: Class 2 contains 4801 members 
Entering Unmasked Estep 
Score: -25870488.000000 Penalty: 6100.695801
	Iteration 29Q: 3 clusters Score -2.587049e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214830 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -25870510.000000 Penalty: 6100.695801
	Iteration 30Q: 3 clusters Score -2.587051e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214809 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -25870502.000000 Penalty: 6100.695801
	Iteration 31Q: 3 clusters Score -2.58705e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214790 members 
Mstep: Class 2 contains 4860 members 
Entering Unmasked Estep 
Score: -25870520.000000 Penalty: 6100.695801
	Iteration 32Q: 3 clusters Score -2.587052e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214768 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -25870516.000000 Penalty: 6100.695801
	Iteration 33Q: 3 clusters Score -2.587052e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214746 members 
Mstep: Class 2 contains 4904 members 
Entering Unmasked Estep 
Score: -25870534.000000 Penalty: 6100.695801
	Iteration 34Q: 3 clusters Score -2.587053e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214729 members 
Mstep: Class 2 contains 4921 members 
Entering Unmasked Estep 
Score: -25870558.000000 Penalty: 6100.695801
	Iteration 35Q: 3 clusters Score -2.587056e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214715 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -25870534.000000 Penalty: 6100.695801
	Iteration 36Q: 3 clusters Score -2.587053e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214699 members 
Mstep: Class 2 contains 4951 members 
Entering Unmasked Estep 
Score: -25870566.000000 Penalty: 6100.695801
	Iteration 37Q: 3 clusters Score -2.587057e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214691 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -25870544.000000 Penalty: 6100.695801
	Iteration 38Q: 3 clusters Score -2.587054e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214691 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -25870554.000000 Penalty: 6100.695801
	Iteration 39Q: 3 clusters Score -2.587055e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214683 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -25870554.000000 Penalty: 6100.695801
	Iteration 40F: 3 clusters Score -2.587055e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214676 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -25870536.000000 Penalty: 6100.695801
	Iteration 41Q: 3 clusters Score -2.587054e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214671 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -25870526.000000 Penalty: 6100.695801
	Iteration 42Q: 3 clusters Score -2.587053e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214665 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -25870536.000000 Penalty: 6100.695801
	Iteration 43Q: 3 clusters Score -2.587054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214663 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -25870528.000000 Penalty: 6100.695801
	Iteration 44Q: 3 clusters Score -2.587053e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214661 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -25870524.000000 Penalty: 6100.695801
	Iteration 45Q: 3 clusters Score -2.587052e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214659 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -25870546.000000 Penalty: 6100.695801
	Iteration 46Q: 3 clusters Score -2.587055e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214657 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -25870552.000000 Penalty: 6100.695801
	Iteration 47Q: 3 clusters Score -2.587055e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214653 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -25870566.000000 Penalty: 6100.695801
	Iteration 48Q: 3 clusters Score -2.587057e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214648 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -25870578.000000 Penalty: 6100.695801
	Iteration 49Q: 3 clusters Score -2.587058e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214643 members 
Mstep: Class 2 contains 5007 members 
Entering Unmasked Estep 
Score: -25870570.000000 Penalty: 6100.695801
	Iteration 50Q: 3 clusters Score -2.587057e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214639 members 
Mstep: Class 2 contains 5011 members 
Entering Unmasked Estep 
Score: -25870542.000000 Penalty: 6100.695801
	Iteration 51Q: 3 clusters Score -2.587054e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214637 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -25870556.000000 Penalty: 6100.695801
	Iteration 52Q: 3 clusters Score -2.587056e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214636 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -25870566.000000 Penalty: 6100.695801
	Iteration 53Q: 3 clusters Score -2.587057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214635 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -25870568.000000 Penalty: 6100.695801
	Iteration 54Q: 3 clusters Score -2.587057e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214633 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -25870566.000000 Penalty: 6100.695801
	Iteration 55Q: 3 clusters Score -2.587057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214634 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -25870562.000000 Penalty: 6100.695801
	Iteration 56Q: 3 clusters Score -2.587056e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214633 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -25870568.000000 Penalty: 6100.695801
	Iteration 57Q: 3 clusters Score -2.587057e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214632 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -25870566.000000 Penalty: 6100.695801
	Iteration 58Q: 3 clusters Score -2.587057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214632 members 
Mstep: Class 2 contains 5018 members 
Entering Unmasked Estep 
Score: -25870566.000000 Penalty: 6100.695801
	Iteration 59F: 3 clusters Score -2.587057e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 5018 members 
Mstep: Class 3 contains 194974 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 78116 members 
Mstep: Class 7 contains 58239 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 298682 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 27149 members 
Mstep: Class 14 contains 214632 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24561 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 247515 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 83352 members 
Mstep: Class 25 contains 12610 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9863 members 
Entering Unmasked Estep 
Score: -161422272.000000 Penalty: 98363.328125
Splitting cluster 14 changes total score from -161422320.000000 to -161422272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 15 (2515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Entering Unmasked Estep 
Score: -194523.328125 Penalty: 1941.846924
	Iteration 0F: 2 clusters Score -194523.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -191569.281250 Penalty: 3883.693848
	Iteration 0F: 3 clusters Score -191569.3 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -192238.796875 Penalty: 3883.693848
	Iteration 1F: 3 clusters Score -192238.8 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -192561.437500 Penalty: 3883.693848
	Iteration 2F: 3 clusters Score -192561.4 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -192850.687500 Penalty: 3883.693848
	Iteration 3F: 3 clusters Score -192850.7 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -193207.703125 Penalty: 3883.693848
	Iteration 4F: 3 clusters Score -193207.7 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -193775.640625 Penalty: 3883.693848
	Iteration 5F: 3 clusters Score -193775.6 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -194353.218750 Penalty: 3883.693848
	Iteration 6F: 3 clusters Score -194353.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -194689.343750 Penalty: 3883.693848
	Iteration 7F: 3 clusters Score -194689.3 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -194796.859375 Penalty: 3883.693848
	Iteration 8Q: 3 clusters Score -194796.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -194827.406250 Penalty: 3883.693848
	Iteration 9Q: 3 clusters Score -194827.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -194843.421875 Penalty: 3883.693848
	Iteration 10Q: 3 clusters Score -194843.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -194849.921875 Penalty: 3883.693848
	Iteration 11Q: 3 clusters Score -194849.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -194852.562500 Penalty: 3883.693848
	Iteration 12Q: 3 clusters Score -194852.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -194855.093750 Penalty: 3883.693848
	Iteration 13Q: 3 clusters Score -194855.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -194855.937500 Penalty: 3883.693848
	Iteration 14Q: 3 clusters Score -194855.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -194856.812500 Penalty: 3883.693848
	Iteration 15Q: 3 clusters Score -194856.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -194856.812500 Penalty: 3883.693848
	Iteration 16F: 3 clusters Score -194856.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 1207 members 
Mstep: Class 3 contains 194974 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 78116 members 
Mstep: Class 7 contains 58239 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 298682 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 27149 members 
Mstep: Class 14 contains 219650 members 
Mstep: Class 15 contains 1308 members 
Mstep: Class 16 contains 24561 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 247515 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 83352 members 
Mstep: Class 25 contains 12610 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9863 members 
Entering Unmasked Estep 
Score: -161421584.000000 Penalty: 98363.328125
Splitting cluster 15 changes total score from -161422320.000000 to -161421584.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (24561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24561 members 
Entering Unmasked Estep 
Score: -2946688.000000 Penalty: 2507.010986
	Iteration 0F: 2 clusters Score -2946688 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12319 members 
Mstep: Class 2 contains 12242 members 
Entering Unmasked Estep 
Score: -2929680.250000 Penalty: 5014.021973
	Iteration 0F: 3 clusters Score -2929680 nChanged 11036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12475 members 
Mstep: Class 2 contains 12086 members 
Entering Unmasked Estep 
Score: -2935754.000000 Penalty: 5014.021973
	Iteration 1F: 3 clusters Score -2935754 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12631 members 
Mstep: Class 2 contains 11930 members 
Entering Unmasked Estep 
Score: -2936308.250000 Penalty: 5014.021973
	Iteration 2F: 3 clusters Score -2936308 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 11728 members 
Entering Unmasked Estep 
Score: -2936858.250000 Penalty: 5014.021973
	Iteration 3F: 3 clusters Score -2936858 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13130 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -2937425.500000 Penalty: 5014.021973
	Iteration 4Q: 3 clusters Score -2937426 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 11006 members 
Entering Unmasked Estep 
Score: -2938077.250000 Penalty: 5014.021973
	Iteration 5F: 3 clusters Score -2938077 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 10441 members 
Entering Unmasked Estep 
Score: -2938896.750000 Penalty: 5014.021973
	Iteration 6F: 3 clusters Score -2938897 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -2939953.750000 Penalty: 5014.021973
	Iteration 7F: 3 clusters Score -2939954 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 8858 members 
Entering Unmasked Estep 
Score: -2941041.750000 Penalty: 5014.021973
	Iteration 8F: 3 clusters Score -2941042 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -2941953.000000 Penalty: 5014.021973
	Iteration 9F: 3 clusters Score -2941953 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16951 members 
Mstep: Class 2 contains 7610 members 
Entering Unmasked Estep 
Score: -2942457.500000 Penalty: 5014.021973
	Iteration 10Q: 3 clusters Score -2942458 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -2942739.750000 Penalty: 5014.021973
	Iteration 11Q: 3 clusters Score -2942740 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17735 members 
Mstep: Class 2 contains 6826 members 
Entering Unmasked Estep 
Score: -2942915.500000 Penalty: 5014.021973
	Iteration 12Q: 3 clusters Score -2942916 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -2943045.250000 Penalty: 5014.021973
	Iteration 13Q: 3 clusters Score -2943045 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 6182 members 
Entering Unmasked Estep 
Score: -2943157.250000 Penalty: 5014.021973
	Iteration 14Q: 3 clusters Score -2943157 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -2943283.000000 Penalty: 5014.021973
	Iteration 15Q: 3 clusters Score -2943283 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18960 members 
Mstep: Class 2 contains 5601 members 
Entering Unmasked Estep 
Score: -2943374.750000 Penalty: 5014.021973
	Iteration 16Q: 3 clusters Score -2943375 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2943473.750000 Penalty: 5014.021973
	Iteration 17Q: 3 clusters Score -2943474 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -2943573.750000 Penalty: 5014.021973
	Iteration 18Q: 3 clusters Score -2943574 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19747 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -2943653.000000 Penalty: 5014.021973
	Iteration 19Q: 3 clusters Score -2943653 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 4578 members 
Entering Unmasked Estep 
Score: -2943735.750000 Penalty: 5014.021973
	Iteration 20F: 3 clusters Score -2943736 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -2943814.500000 Penalty: 5014.021973
	Iteration 21Q: 3 clusters Score -2943814 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20428 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -2943870.000000 Penalty: 5014.021973
	Iteration 22Q: 3 clusters Score -2943870 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20638 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -2943931.000000 Penalty: 5014.021973
	Iteration 23Q: 3 clusters Score -2943931 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -2943976.000000 Penalty: 5014.021973
	Iteration 24Q: 3 clusters Score -2943976 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20987 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -2944046.000000 Penalty: 5014.021973
	Iteration 25Q: 3 clusters Score -2944046 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21155 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -2944091.750000 Penalty: 5014.021973
	Iteration 26Q: 3 clusters Score -2944092 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -2944138.750000 Penalty: 5014.021973
	Iteration 27Q: 3 clusters Score -2944139 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21436 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -2944183.750000 Penalty: 5014.021973
	Iteration 28Q: 3 clusters Score -2944184 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21558 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -2944213.000000 Penalty: 5014.021973
	Iteration 29Q: 3 clusters Score -2944213 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -2944236.750000 Penalty: 5014.021973
	Iteration 30Q: 3 clusters Score -2944237 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21769 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -2944276.750000 Penalty: 5014.021973
	Iteration 31Q: 3 clusters Score -2944277 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21865 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -2944295.250000 Penalty: 5014.021973
	Iteration 32Q: 3 clusters Score -2944295 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -2944333.000000 Penalty: 5014.021973
	Iteration 33Q: 3 clusters Score -2944333 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -2944347.500000 Penalty: 5014.021973
	Iteration 34Q: 3 clusters Score -2944348 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22107 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -2944369.750000 Penalty: 5014.021973
	Iteration 35Q: 3 clusters Score -2944370 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22192 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -2944386.000000 Penalty: 5014.021973
	Iteration 36Q: 3 clusters Score -2944386 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22274 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -2944424.750000 Penalty: 5014.021973
	Iteration 37Q: 3 clusters Score -2944425 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22358 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -2944455.250000 Penalty: 5014.021973
	Iteration 38Q: 3 clusters Score -2944455 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22440 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -2944477.500000 Penalty: 5014.021973
	Iteration 39Q: 3 clusters Score -2944478 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -2944499.750000 Penalty: 5014.021973
	Iteration 40F: 3 clusters Score -2944500 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22579 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -2944530.250000 Penalty: 5014.021973
	Iteration 41Q: 3 clusters Score -2944530 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -2944569.000000 Penalty: 5014.021973
	Iteration 42Q: 3 clusters Score -2944569 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22709 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -2944578.500000 Penalty: 5014.021973
	Iteration 43Q: 3 clusters Score -2944578 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22761 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -2944600.750000 Penalty: 5014.021973
	Iteration 44Q: 3 clusters Score -2944601 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -2944617.250000 Penalty: 5014.021973
	Iteration 45Q: 3 clusters Score -2944617 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -2944640.250000 Penalty: 5014.021973
	Iteration 46Q: 3 clusters Score -2944640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22936 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -2944653.250000 Penalty: 5014.021973
	Iteration 47Q: 3 clusters Score -2944653 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -2944677.750000 Penalty: 5014.021973
	Iteration 48Q: 3 clusters Score -2944678 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23018 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2944697.250000 Penalty: 5014.021973
	Iteration 49Q: 3 clusters Score -2944697 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -2944714.500000 Penalty: 5014.021973
	Iteration 50Q: 3 clusters Score -2944714 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23095 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
Score: -2944724.000000 Penalty: 5014.021973
	Iteration 51Q: 3 clusters Score -2944724 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -2944727.500000 Penalty: 5014.021973
	Iteration 52Q: 3 clusters Score -2944728 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2944748.000000 Penalty: 5014.021973
	Iteration 53Q: 3 clusters Score -2944748 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23198 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -2944770.000000 Penalty: 5014.021973
	Iteration 54Q: 3 clusters Score -2944770 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -2944766.250000 Penalty: 5014.021973
	Iteration 55Q: 3 clusters Score -2944766 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2944792.750000 Penalty: 5014.021973
	Iteration 56Q: 3 clusters Score -2944793 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23271 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2944795.500000 Penalty: 5014.021973
	Iteration 57Q: 3 clusters Score -2944796 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23278 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2944801.750000 Penalty: 5014.021973
	Iteration 58Q: 3 clusters Score -2944802 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -2944812.250000 Penalty: 5014.021973
	Iteration 59Q: 3 clusters Score -2944812 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -2944813.500000 Penalty: 5014.021973
	Iteration 60F: 3 clusters Score -2944814 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -2944817.250000 Penalty: 5014.021973
	Iteration 61Q: 3 clusters Score -2944817 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23328 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -2944816.000000 Penalty: 5014.021973
	Iteration 62Q: 3 clusters Score -2944816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -2944818.000000 Penalty: 5014.021973
	Iteration 63Q: 3 clusters Score -2944818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23344 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -2944818.000000 Penalty: 5014.021973
	Iteration 64Q: 3 clusters Score -2944818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23346 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -2944821.000000 Penalty: 5014.021973
	Iteration 65Q: 3 clusters Score -2944821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23348 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -2944819.000000 Penalty: 5014.021973
	Iteration 66Q: 3 clusters Score -2944819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -2944825.500000 Penalty: 5014.021973
	Iteration 67Q: 3 clusters Score -2944826 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -2944824.500000 Penalty: 5014.021973
	Iteration 68Q: 3 clusters Score -2944824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -2944822.250000 Penalty: 5014.021973
	Iteration 69Q: 3 clusters Score -2944822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -2944823.000000 Penalty: 5014.021973
	Iteration 70Q: 3 clusters Score -2944823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2944825.500000 Penalty: 5014.021973
	Iteration 71Q: 3 clusters Score -2944826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -2944825.500000 Penalty: 5014.021973
	Iteration 72F: 3 clusters Score -2944826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Entering Unmasked Estep 
Score: -672781.125000 Penalty: 2156.527100
	Iteration 0F: 2 clusters Score -672781.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2934 members 
Entering Unmasked Estep 
Score: -667679.125000 Penalty: 4313.054199
	Iteration 0F: 3 clusters Score -667679.1 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -668906.125000 Penalty: 4313.054199
	Iteration 1F: 3 clusters Score -668906.1 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -669133.437500 Penalty: 4313.054199
	Iteration 2F: 3 clusters Score -669133.4 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -669268.562500 Penalty: 4313.054199
	Iteration 3Q: 3 clusters Score -669268.6 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3473 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -669363.000000 Penalty: 4313.054199
	Iteration 4Q: 3 clusters Score -669363 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -669441.562500 Penalty: 4313.054199
	Iteration 5Q: 3 clusters Score -669441.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -669517.750000 Penalty: 4313.054199
	Iteration 6Q: 3 clusters Score -669517.8 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -669590.562500 Penalty: 4313.054199
	Iteration 7Q: 3 clusters Score -669590.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -669672.000000 Penalty: 4313.054199
	Iteration 8Q: 3 clusters Score -669672 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -669782.062500 Penalty: 4313.054199
	Iteration 9Q: 3 clusters Score -669782.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -669912.000000 Penalty: 4313.054199
	Iteration 10Q: 3 clusters Score -669912 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -670051.937500 Penalty: 4313.054199
	Iteration 11Q: 3 clusters Score -670051.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -670218.125000 Penalty: 4313.054199
	Iteration 12Q: 3 clusters Score -670218.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -670359.250000 Penalty: 4313.054199
	Iteration 13Q: 3 clusters Score -670359.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -670485.375000 Penalty: 4313.054199
	Iteration 14Q: 3 clusters Score -670485.4 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5134 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -670593.875000 Penalty: 4313.054199
	Iteration 15Q: 3 clusters Score -670593.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5218 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -670663.562500 Penalty: 4313.054199
	Iteration 16Q: 3 clusters Score -670663.6 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -670712.500000 Penalty: 4313.054199
	Iteration 17Q: 3 clusters Score -670712.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -670752.375000 Penalty: 4313.054199
	Iteration 18Q: 3 clusters Score -670752.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -670791.687500 Penalty: 4313.054199
	Iteration 19Q: 3 clusters Score -670791.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -670817.250000 Penalty: 4313.054199
	Iteration 20F: 3 clusters Score -670817.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -670848.812500 Penalty: 4313.054199
	Iteration 21Q: 3 clusters Score -670848.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -670878.750000 Penalty: 4313.054199
	Iteration 22Q: 3 clusters Score -670878.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5486 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -670910.062500 Penalty: 4313.054199
	Iteration 23Q: 3 clusters Score -670910.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -670929.812500 Penalty: 4313.054199
	Iteration 24Q: 3 clusters Score -670929.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5517 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -670939.625000 Penalty: 4313.054199
	Iteration 25Q: 3 clusters Score -670939.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -670947.187500 Penalty: 4313.054199
	Iteration 26Q: 3 clusters Score -670947.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -670962.937500 Penalty: 4313.054199
	Iteration 27Q: 3 clusters Score -670962.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5545 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -670974.187500 Penalty: 4313.054199
	Iteration 28Q: 3 clusters Score -670974.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -670982.375000 Penalty: 4313.054199
	Iteration 29Q: 3 clusters Score -670982.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -670990.625000 Penalty: 4313.054199
	Iteration 30Q: 3 clusters Score -670990.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -670997.437500 Penalty: 4313.054199
	Iteration 31Q: 3 clusters Score -670997.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5561 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -671003.187500 Penalty: 4313.054199
	Iteration 32Q: 3 clusters Score -671003.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -671013.312500 Penalty: 4313.054199
	Iteration 33Q: 3 clusters Score -671013.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -671023.125000 Penalty: 4313.054199
	Iteration 34Q: 3 clusters Score -671023.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -671031.812500 Penalty: 4313.054199
	Iteration 35Q: 3 clusters Score -671031.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -671032.312500 Penalty: 4313.054199
	Iteration 36Q: 3 clusters Score -671032.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -671032.312500 Penalty: 4313.054199
	Iteration 37F: 3 clusters Score -671032.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19010 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19010 members 
Entering Unmasked Estep 
Score: -2129605.000000 Penalty: 2443.474609
	Iteration 0F: 2 clusters Score -2129605 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -2116252.250000 Penalty: 4886.949219
	Iteration 0F: 3 clusters Score -2116252 nChanged 8258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -2120692.500000 Penalty: 4886.949219
	Iteration 1F: 3 clusters Score -2120692 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 9231 members 
Entering Unmasked Estep 
Score: -2121118.000000 Penalty: 4886.949219
	Iteration 2F: 3 clusters Score -2121118 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 9151 members 
Entering Unmasked Estep 
Score: -2121533.250000 Penalty: 4886.949219
	Iteration 3F: 3 clusters Score -2121533 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9945 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -2121925.000000 Penalty: 4886.949219
	Iteration 4Q: 3 clusters Score -2121925 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10023 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -2122361.250000 Penalty: 4886.949219
	Iteration 5Q: 3 clusters Score -2122361 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 8931 members 
Entering Unmasked Estep 
Score: -2122857.750000 Penalty: 4886.949219
	Iteration 6Q: 3 clusters Score -2122858 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -2123375.750000 Penalty: 4886.949219
	Iteration 7Q: 3 clusters Score -2123376 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 8942 members 
Entering Unmasked Estep 
Score: -2123868.750000 Penalty: 4886.949219
	Iteration 8Q: 3 clusters Score -2123869 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -2124332.750000 Penalty: 4886.949219
	Iteration 9Q: 3 clusters Score -2124333 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 9071 members 
Entering Unmasked Estep 
Score: -2124751.250000 Penalty: 4886.949219
	Iteration 10Q: 3 clusters Score -2124751 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9862 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -2125053.000000 Penalty: 4886.949219
	Iteration 11Q: 3 clusters Score -2125053 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 9265 members 
Entering Unmasked Estep 
Score: -2125302.750000 Penalty: 4886.949219
	Iteration 12Q: 3 clusters Score -2125303 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 9386 members 
Entering Unmasked Estep 
Score: -2125516.750000 Penalty: 4886.949219
	Iteration 13Q: 3 clusters Score -2125517 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -2125648.000000 Penalty: 4886.949219
	Iteration 14Q: 3 clusters Score -2125648 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9475 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2125747.500000 Penalty: 4886.949219
	Iteration 15Q: 3 clusters Score -2125748 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9396 members 
Mstep: Class 2 contains 9614 members 
Entering Unmasked Estep 
Score: -2125833.500000 Penalty: 4886.949219
	Iteration 16Q: 3 clusters Score -2125834 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 9701 members 
Entering Unmasked Estep 
Score: -2125889.250000 Penalty: 4886.949219
	Iteration 17Q: 3 clusters Score -2125889 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 9799 members 
Entering Unmasked Estep 
Score: -2125935.750000 Penalty: 4886.949219
	Iteration 18Q: 3 clusters Score -2125936 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -2125973.250000 Penalty: 4886.949219
	Iteration 19Q: 3 clusters Score -2125973 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8975 members 
Mstep: Class 2 contains 10035 members 
Entering Unmasked Estep 
Score: -2126012.750000 Penalty: 4886.949219
	Iteration 20F: 3 clusters Score -2126013 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8834 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -2126046.250000 Penalty: 4886.949219
	Iteration 21Q: 3 clusters Score -2126046 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -2126087.250000 Penalty: 4886.949219
	Iteration 22Q: 3 clusters Score -2126087 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 10455 members 
Entering Unmasked Estep 
Score: -2126127.000000 Penalty: 4886.949219
	Iteration 23Q: 3 clusters Score -2126127 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 10599 members 
Entering Unmasked Estep 
Score: -2126168.250000 Penalty: 4886.949219
	Iteration 24Q: 3 clusters Score -2126168 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 10738 members 
Entering Unmasked Estep 
Score: -2126216.500000 Penalty: 4886.949219
	Iteration 25Q: 3 clusters Score -2126216 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8142 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -2126253.750000 Penalty: 4886.949219
	Iteration 26Q: 3 clusters Score -2126254 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8007 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -2126287.500000 Penalty: 4886.949219
	Iteration 27Q: 3 clusters Score -2126288 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7906 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -2126315.500000 Penalty: 4886.949219
	Iteration 28Q: 3 clusters Score -2126316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
Score: -2126343.500000 Penalty: 4886.949219
	Iteration 29Q: 3 clusters Score -2126344 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -2126368.750000 Penalty: 4886.949219
	Iteration 30Q: 3 clusters Score -2126369 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7607 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -2126397.250000 Penalty: 4886.949219
	Iteration 31Q: 3 clusters Score -2126397 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -2126414.750000 Penalty: 4886.949219
	Iteration 32Q: 3 clusters Score -2126415 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -2126433.750000 Penalty: 4886.949219
	Iteration 33Q: 3 clusters Score -2126434 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -2126457.750000 Penalty: 4886.949219
	Iteration 34Q: 3 clusters Score -2126458 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -2126470.500000 Penalty: 4886.949219
	Iteration 35Q: 3 clusters Score -2126470 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -2126488.250000 Penalty: 4886.949219
	Iteration 36Q: 3 clusters Score -2126488 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7081 members 
Mstep: Class 2 contains 11929 members 
Entering Unmasked Estep 
Score: -2126502.500000 Penalty: 4886.949219
	Iteration 37Q: 3 clusters Score -2126502 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 11995 members 
Entering Unmasked Estep 
Score: -2126512.500000 Penalty: 4886.949219
	Iteration 38Q: 3 clusters Score -2126512 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 12059 members 
Entering Unmasked Estep 
Score: -2126535.750000 Penalty: 4886.949219
	Iteration 39Q: 3 clusters Score -2126536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 12132 members 
Entering Unmasked Estep 
Score: -2126553.000000 Penalty: 4886.949219
	Iteration 40F: 3 clusters Score -2126553 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -2126567.000000 Penalty: 4886.949219
	Iteration 41Q: 3 clusters Score -2126567 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6735 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2126569.750000 Penalty: 4886.949219
	Iteration 42Q: 3 clusters Score -2126570 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -2126583.500000 Penalty: 4886.949219
	Iteration 43Q: 3 clusters Score -2126584 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 12380 members 
Entering Unmasked Estep 
Score: -2126594.500000 Penalty: 4886.949219
	Iteration 44Q: 3 clusters Score -2126594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 12418 members 
Entering Unmasked Estep 
Score: -2126600.250000 Penalty: 4886.949219
	Iteration 45Q: 3 clusters Score -2126600 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6542 members 
Mstep: Class 2 contains 12468 members 
Entering Unmasked Estep 
Score: -2126610.250000 Penalty: 4886.949219
	Iteration 46Q: 3 clusters Score -2126610 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6488 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -2126617.750000 Penalty: 4886.949219
	Iteration 47Q: 3 clusters Score -2126618 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 12576 members 
Entering Unmasked Estep 
Score: -2126627.750000 Penalty: 4886.949219
	Iteration 48Q: 3 clusters Score -2126628 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -2126638.500000 Penalty: 4886.949219
	Iteration 49Q: 3 clusters Score -2126638 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 12664 members 
Entering Unmasked Estep 
Score: -2126642.750000 Penalty: 4886.949219
	Iteration 50Q: 3 clusters Score -2126643 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -2126648.000000 Penalty: 4886.949219
	Iteration 51Q: 3 clusters Score -2126648 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6244 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -2126652.500000 Penalty: 4886.949219
	Iteration 52Q: 3 clusters Score -2126652 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6199 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -2126667.000000 Penalty: 4886.949219
	Iteration 53Q: 3 clusters Score -2126667 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6137 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -2126674.500000 Penalty: 4886.949219
	Iteration 54Q: 3 clusters Score -2126674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6070 members 
Mstep: Class 2 contains 12940 members 
Entering Unmasked Estep 
Score: -2126684.750000 Penalty: 4886.949219
	Iteration 55Q: 3 clusters Score -2126685 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -2126706.250000 Penalty: 4886.949219
	Iteration 56Q: 3 clusters Score -2126706 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 13085 members 
Entering Unmasked Estep 
Score: -2126708.750000 Penalty: 4886.949219
	Iteration 57Q: 3 clusters Score -2126709 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 13158 members 
Entering Unmasked Estep 
Score: -2126723.750000 Penalty: 4886.949219
	Iteration 58Q: 3 clusters Score -2126724 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5766 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -2126737.250000 Penalty: 4886.949219
	Iteration 59Q: 3 clusters Score -2126737 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -2126761.750000 Penalty: 4886.949219
	Iteration 60F: 3 clusters Score -2126762 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -2126784.000000 Penalty: 4886.949219
	Iteration 61Q: 3 clusters Score -2126784 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -2126802.000000 Penalty: 4886.949219
	Iteration 62Q: 3 clusters Score -2126802 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -2126830.000000 Penalty: 4886.949219
	Iteration 63Q: 3 clusters Score -2126830 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -2126857.500000 Penalty: 4886.949219
	Iteration 64Q: 3 clusters Score -2126858 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -2126880.750000 Penalty: 4886.949219
	Iteration 65Q: 3 clusters Score -2126881 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -2126908.500000 Penalty: 4886.949219
	Iteration 66Q: 3 clusters Score -2126908 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 14093 members 
Entering Unmasked Estep 
Score: -2126928.500000 Penalty: 4886.949219
	Iteration 67Q: 3 clusters Score -2126928 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2126954.500000 Penalty: 4886.949219
	Iteration 68Q: 3 clusters Score -2126954 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 14315 members 
Entering Unmasked Estep 
Score: -2126977.750000 Penalty: 4886.949219
	Iteration 69Q: 3 clusters Score -2126978 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4583 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -2127003.500000 Penalty: 4886.949219
	Iteration 70Q: 3 clusters Score -2127004 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -2127017.250000 Penalty: 4886.949219
	Iteration 71Q: 3 clusters Score -2127017 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -2127039.250000 Penalty: 4886.949219
	Iteration 72Q: 3 clusters Score -2127039 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -2127058.000000 Penalty: 4886.949219
	Iteration 73Q: 3 clusters Score -2127058 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -2127080.000000 Penalty: 4886.949219
	Iteration 74Q: 3 clusters Score -2127080 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 14837 members 
Entering Unmasked Estep 
Score: -2127082.500000 Penalty: 4886.949219
	Iteration 75Q: 3 clusters Score -2127082 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4110 members 
Mstep: Class 2 contains 14900 members 
Entering Unmasked Estep 
Score: -2127097.500000 Penalty: 4886.949219
	Iteration 76Q: 3 clusters Score -2127098 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -2127119.000000 Penalty: 4886.949219
	Iteration 77Q: 3 clusters Score -2127119 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3934 members 
Mstep: Class 2 contains 15076 members 
Entering Unmasked Estep 
Score: -2127146.250000 Penalty: 4886.949219
	Iteration 78Q: 3 clusters Score -2127146 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3836 members 
Mstep: Class 2 contains 15174 members 
Entering Unmasked Estep 
Score: -2127173.500000 Penalty: 4886.949219
	Iteration 79Q: 3 clusters Score -2127174 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 15275 members 
Entering Unmasked Estep 
Score: -2127205.500000 Penalty: 4886.949219
	Iteration 80F: 3 clusters Score -2127206 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3637 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -2127226.750000 Penalty: 4886.949219
	Iteration 81Q: 3 clusters Score -2127227 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3532 members 
Mstep: Class 2 contains 15478 members 
Entering Unmasked Estep 
Score: -2127264.500000 Penalty: 4886.949219
	Iteration 82Q: 3 clusters Score -2127264 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 15594 members 
Entering Unmasked Estep 
Score: -2127311.250000 Penalty: 4886.949219
	Iteration 83Q: 3 clusters Score -2127311 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -2127340.250000 Penalty: 4886.949219
	Iteration 84Q: 3 clusters Score -2127340 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -2127367.500000 Penalty: 4886.949219
	Iteration 85Q: 3 clusters Score -2127368 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3128 members 
Mstep: Class 2 contains 15882 members 
Entering Unmasked Estep 
Score: -2127393.250000 Penalty: 4886.949219
	Iteration 86Q: 3 clusters Score -2127393 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -2127411.500000 Penalty: 4886.949219
	Iteration 87Q: 3 clusters Score -2127412 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -2127422.750000 Penalty: 4886.949219
	Iteration 88Q: 3 clusters Score -2127423 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2921 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -2127441.750000 Penalty: 4886.949219
	Iteration 89Q: 3 clusters Score -2127442 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -2127461.500000 Penalty: 4886.949219
	Iteration 90Q: 3 clusters Score -2127462 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -2127471.500000 Penalty: 4886.949219
	Iteration 91Q: 3 clusters Score -2127472 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 16252 members 
Entering Unmasked Estep 
Score: -2127484.250000 Penalty: 4886.949219
	Iteration 92Q: 3 clusters Score -2127484 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 16298 members 
Entering Unmasked Estep 
Score: -2127502.250000 Penalty: 4886.949219
	Iteration 93Q: 3 clusters Score -2127502 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -2127511.500000 Penalty: 4886.949219
	Iteration 94Q: 3 clusters Score -2127512 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 16378 members 
Entering Unmasked Estep 
Score: -2127524.500000 Penalty: 4886.949219
	Iteration 95Q: 3 clusters Score -2127524 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -2127525.500000 Penalty: 4886.949219
	Iteration 96Q: 3 clusters Score -2127526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 16427 members 
Entering Unmasked Estep 
Score: -2127531.750000 Penalty: 4886.949219
	Iteration 97Q: 3 clusters Score -2127532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 16446 members 
Entering Unmasked Estep 
Score: -2127535.750000 Penalty: 4886.949219
	Iteration 98Q: 3 clusters Score -2127536 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -2127547.750000 Penalty: 4886.949219
	Iteration 99Q: 3 clusters Score -2127548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -2127546.000000 Penalty: 4886.949219
	Iteration 100F: 3 clusters Score -2127546 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -2127550.750000 Penalty: 4886.949219
	Iteration 101Q: 3 clusters Score -2127551 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -2127556.250000 Penalty: 4886.949219
	Iteration 102Q: 3 clusters Score -2127556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -2127560.750000 Penalty: 4886.949219
	Iteration 103Q: 3 clusters Score -2127561 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2418 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -2127560.000000 Penalty: 4886.949219
	Iteration 104Q: 3 clusters Score -2127560 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -2127567.000000 Penalty: 4886.949219
	Iteration 105Q: 3 clusters Score -2127567 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -2127574.500000 Penalty: 4886.949219
	Iteration 106Q: 3 clusters Score -2127574 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 16654 members 
Entering Unmasked Estep 
Score: -2127586.000000 Penalty: 4886.949219
	Iteration 107Q: 3 clusters Score -2127586 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -2127595.000000 Penalty: 4886.949219
	Iteration 108Q: 3 clusters Score -2127595 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -2127601.250000 Penalty: 4886.949219
	Iteration 109Q: 3 clusters Score -2127601 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -2127605.500000 Penalty: 4886.949219
	Iteration 110Q: 3 clusters Score -2127606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -2127607.750000 Penalty: 4886.949219
	Iteration 111Q: 3 clusters Score -2127608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -2127608.500000 Penalty: 4886.949219
	Iteration 112Q: 3 clusters Score -2127608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -2127611.750000 Penalty: 4886.949219
	Iteration 113Q: 3 clusters Score -2127612 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -2127610.750000 Penalty: 4886.949219
	Iteration 114Q: 3 clusters Score -2127611 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -2127615.750000 Penalty: 4886.949219
	Iteration 115Q: 3 clusters Score -2127616 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -2127617.250000 Penalty: 4886.949219
	Iteration 116Q: 3 clusters Score -2127617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -2127622.250000 Penalty: 4886.949219
	Iteration 117Q: 3 clusters Score -2127622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -2127622.250000 Penalty: 4886.949219
	Iteration 118Q: 3 clusters Score -2127622 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -2127621.250000 Penalty: 4886.949219
	Iteration 119Q: 3 clusters Score -2127621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -2127623.500000 Penalty: 4886.949219
	Iteration 120F: 3 clusters Score -2127624 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -2127625.500000 Penalty: 4886.949219
	Iteration 121Q: 3 clusters Score -2127626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -2127628.000000 Penalty: 4886.949219
	Iteration 122Q: 3 clusters Score -2127628 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -2127629.250000 Penalty: 4886.949219
	Iteration 123Q: 3 clusters Score -2127629 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -2127635.250000 Penalty: 4886.949219
	Iteration 124Q: 3 clusters Score -2127635 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -2127638.000000 Penalty: 4886.949219
	Iteration 125Q: 3 clusters Score -2127638 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -2127641.000000 Penalty: 4886.949219
	Iteration 126Q: 3 clusters Score -2127641 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 16873 members 
Entering Unmasked Estep 
Score: -2127639.000000 Penalty: 4886.949219
	Iteration 127Q: 3 clusters Score -2127639 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -2127644.500000 Penalty: 4886.949219
	Iteration 128Q: 3 clusters Score -2127644 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
Score: -2127649.250000 Penalty: 4886.949219
	Iteration 129Q: 3 clusters Score -2127649 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 16932 members 
Entering Unmasked Estep 
Score: -2127656.000000 Penalty: 4886.949219
	Iteration 130Q: 3 clusters Score -2127656 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -2127661.000000 Penalty: 4886.949219
	Iteration 131Q: 3 clusters Score -2127661 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 16965 members 
Entering Unmasked Estep 
Score: -2127666.750000 Penalty: 4886.949219
	Iteration 132Q: 3 clusters Score -2127667 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -2127673.250000 Penalty: 4886.949219
	Iteration 133Q: 3 clusters Score -2127673 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -2127676.500000 Penalty: 4886.949219
	Iteration 134Q: 3 clusters Score -2127676 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 17017 members 
Entering Unmasked Estep 
Score: -2127679.750000 Penalty: 4886.949219
	Iteration 135Q: 3 clusters Score -2127680 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 17041 members 
Entering Unmasked Estep 
Score: -2127685.500000 Penalty: 4886.949219
	Iteration 136Q: 3 clusters Score -2127686 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -2127694.500000 Penalty: 4886.949219
	Iteration 137Q: 3 clusters Score -2127694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -2127705.000000 Penalty: 4886.949219
	Iteration 138Q: 3 clusters Score -2127705 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -2127718.000000 Penalty: 4886.949219
	Iteration 139Q: 3 clusters Score -2127718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 17147 members 
Entering Unmasked Estep 
Score: -2127727.750000 Penalty: 4886.949219
	Iteration 140F: 3 clusters Score -2127728 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 17169 members 
Entering Unmasked Estep 
Score: -2127739.250000 Penalty: 4886.949219
	Iteration 141Q: 3 clusters Score -2127739 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -2127746.750000 Penalty: 4886.949219
	Iteration 142Q: 3 clusters Score -2127747 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -2127750.500000 Penalty: 4886.949219
	Iteration 143Q: 3 clusters Score -2127750 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 17240 members 
Entering Unmasked Estep 
Score: -2127758.750000 Penalty: 4886.949219
	Iteration 144Q: 3 clusters Score -2127759 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -2127760.750000 Penalty: 4886.949219
	Iteration 145Q: 3 clusters Score -2127761 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -2127768.000000 Penalty: 4886.949219
	Iteration 146Q: 3 clusters Score -2127768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2127767.750000 Penalty: 4886.949219
	Iteration 147Q: 3 clusters Score -2127768 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -2127767.000000 Penalty: 4886.949219
	Iteration 148Q: 3 clusters Score -2127767 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -2127771.500000 Penalty: 4886.949219
	Iteration 149Q: 3 clusters Score -2127772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -2127778.500000 Penalty: 4886.949219
	Iteration 150Q: 3 clusters Score -2127778 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -2127777.000000 Penalty: 4886.949219
	Iteration 151Q: 3 clusters Score -2127777 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -2127781.250000 Penalty: 4886.949219
	Iteration 152Q: 3 clusters Score -2127781 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 17313 members 
Entering Unmasked Estep 
Score: -2127780.750000 Penalty: 4886.949219
	Iteration 153Q: 3 clusters Score -2127781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -2127780.000000 Penalty: 4886.949219
	Iteration 154Q: 3 clusters Score -2127780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -2127777.750000 Penalty: 4886.949219
	Iteration 155Q: 3 clusters Score -2127778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 17316 members 
Entering Unmasked Estep 
Score: -2127780.000000 Penalty: 4886.949219
	Iteration 156Q: 3 clusters Score -2127780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 17319 members 
Entering Unmasked Estep 
Score: -2127781.250000 Penalty: 4886.949219
	Iteration 157Q: 3 clusters Score -2127781 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -2127784.000000 Penalty: 4886.949219
	Iteration 158Q: 3 clusters Score -2127784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -2127780.750000 Penalty: 4886.949219
	Iteration 159Q: 3 clusters Score -2127781 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -2127781.250000 Penalty: 4886.949219
	Iteration 160F: 3 clusters Score -2127781 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -2127784.500000 Penalty: 4886.949219
	Iteration 161Q: 3 clusters Score -2127784 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -2127783.250000 Penalty: 4886.949219
	Iteration 162Q: 3 clusters Score -2127783 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -2127786.750000 Penalty: 4886.949219
	Iteration 163Q: 3 clusters Score -2127787 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -2127792.000000 Penalty: 4886.949219
	Iteration 164Q: 3 clusters Score -2127792 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 17355 members 
Entering Unmasked Estep 
Score: -2127793.750000 Penalty: 4886.949219
	Iteration 165Q: 3 clusters Score -2127794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -2127793.250000 Penalty: 4886.949219
	Iteration 166Q: 3 clusters Score -2127793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2127793.250000 Penalty: 4886.949219
	Iteration 167Q: 3 clusters Score -2127793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -2127793.250000 Penalty: 4886.949219
	Iteration 168F: 3 clusters Score -2127793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (247515 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247515 members 
Entering Unmasked Estep 
Score: -29087858.000000 Penalty: 3079.968262
	Iteration 0F: 2 clusters Score -2.908786e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123550 members 
Mstep: Class 2 contains 123965 members 
Entering Unmasked Estep 
Score: -28930854.000000 Penalty: 6159.936523
	Iteration 0F: 3 clusters Score -2.893085e+07 nChanged 119662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118958 members 
Mstep: Class 2 contains 128557 members 
Entering Unmasked Estep 
Score: -29001516.000000 Penalty: 6159.936523
	Iteration 1F: 3 clusters Score -2.900152e+07 nChanged 8288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115924 members 
Mstep: Class 2 contains 131591 members 
Entering Unmasked Estep 
Score: -29003912.000000 Penalty: 6159.936523
	Iteration 2Q: 3 clusters Score -2.900391e+07 nChanged 9789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111121 members 
Mstep: Class 2 contains 136394 members 
Entering Unmasked Estep 
Score: -29007384.000000 Penalty: 6159.936523
	Iteration 3Q: 3 clusters Score -2.900738e+07 nChanged 12721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103484 members 
Mstep: Class 2 contains 144031 members 
Entering Unmasked Estep 
Score: -29013756.000000 Penalty: 6159.936523
	Iteration 4F: 3 clusters Score -2.901376e+07 nChanged 15961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92501 members 
Mstep: Class 2 contains 155014 members 
Entering Unmasked Estep 
Score: -29023546.000000 Penalty: 6159.936523
	Iteration 5F: 3 clusters Score -2.902355e+07 nChanged 19069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77852 members 
Mstep: Class 2 contains 169663 members 
Entering Unmasked Estep 
Score: -29038016.000000 Penalty: 6159.936523
	Iteration 6F: 3 clusters Score -2.903802e+07 nChanged 19702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61432 members 
Mstep: Class 2 contains 186083 members 
Entering Unmasked Estep 
Score: -29054328.000000 Penalty: 6159.936523
	Iteration 7F: 3 clusters Score -2.905433e+07 nChanged 16000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47664 members 
Mstep: Class 2 contains 199851 members 
Entering Unmasked Estep 
Score: -29067004.000000 Penalty: 6159.936523
	Iteration 8F: 3 clusters Score -2.9067e+07 nChanged 11127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 209354 members 
Entering Unmasked Estep 
Score: -29074462.000000 Penalty: 6159.936523
	Iteration 9Q: 3 clusters Score -2.907446e+07 nChanged 7427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 215837 members 
Entering Unmasked Estep 
Score: -29078226.000000 Penalty: 6159.936523
	Iteration 10Q: 3 clusters Score -2.907823e+07 nChanged 5260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 220821 members 
Entering Unmasked Estep 
Score: -29080146.000000 Penalty: 6159.936523
	Iteration 11Q: 3 clusters Score -2.908015e+07 nChanged 4115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 224864 members 
Entering Unmasked Estep 
Score: -29081538.000000 Penalty: 6159.936523
	Iteration 12Q: 3 clusters Score -2.908154e+07 nChanged 3431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19232 members 
Mstep: Class 2 contains 228283 members 
Entering Unmasked Estep 
Score: -29082392.000000 Penalty: 6159.936523
	Iteration 13Q: 3 clusters Score -2.908239e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16261 members 
Mstep: Class 2 contains 231254 members 
Entering Unmasked Estep 
Score: -29083314.000000 Penalty: 6159.936523
	Iteration 14Q: 3 clusters Score -2.908331e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13717 members 
Mstep: Class 2 contains 233798 members 
Entering Unmasked Estep 
Score: -29084008.000000 Penalty: 6159.936523
	Iteration 15Q: 3 clusters Score -2.908401e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11591 members 
Mstep: Class 2 contains 235924 members 
Entering Unmasked Estep 
Score: -29084634.000000 Penalty: 6159.936523
	Iteration 16Q: 3 clusters Score -2.908463e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 237691 members 
Entering Unmasked Estep 
Score: -29085042.000000 Penalty: 6159.936523
	Iteration 17Q: 3 clusters Score -2.908504e+07 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 239142 members 
Entering Unmasked Estep 
Score: -29085400.000000 Penalty: 6159.936523
	Iteration 18Q: 3 clusters Score -2.90854e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 240360 members 
Entering Unmasked Estep 
Score: -29085642.000000 Penalty: 6159.936523
	Iteration 19Q: 3 clusters Score -2.908564e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 241371 members 
Entering Unmasked Estep 
Score: -29085812.000000 Penalty: 6159.936523
	Iteration 20F: 3 clusters Score -2.908581e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5300 members 
Mstep: Class 2 contains 242215 members 
Entering Unmasked Estep 
Score: -29085968.000000 Penalty: 6159.936523
	Iteration 21Q: 3 clusters Score -2.908597e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 242851 members 
Entering Unmasked Estep 
Score: -29086118.000000 Penalty: 6159.936523
	Iteration 22Q: 3 clusters Score -2.908612e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 243355 members 
Entering Unmasked Estep 
Score: -29086276.000000 Penalty: 6159.936523
	Iteration 23Q: 3 clusters Score -2.908628e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 243775 members 
Entering Unmasked Estep 
Score: -29086292.000000 Penalty: 6159.936523
	Iteration 24Q: 3 clusters Score -2.908629e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 244087 members 
Entering Unmasked Estep 
Score: -29086414.000000 Penalty: 6159.936523
	Iteration 25Q: 3 clusters Score -2.908641e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 244329 members 
Entering Unmasked Estep 
Score: -29086504.000000 Penalty: 6159.936523
	Iteration 26Q: 3 clusters Score -2.90865e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 244528 members 
Entering Unmasked Estep 
Score: -29086658.000000 Penalty: 6159.936523
	Iteration 27Q: 3 clusters Score -2.908666e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 244674 members 
Entering Unmasked Estep 
Score: -29086718.000000 Penalty: 6159.936523
	Iteration 28Q: 3 clusters Score -2.908672e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 244774 members 
Entering Unmasked Estep 
Score: -29086778.000000 Penalty: 6159.936523
	Iteration 29Q: 3 clusters Score -2.908678e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 244859 members 
Entering Unmasked Estep 
Score: -29086924.000000 Penalty: 6159.936523
	Iteration 30Q: 3 clusters Score -2.908692e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 244940 members 
Entering Unmasked Estep 
Score: -29087084.000000 Penalty: 6159.936523
	Iteration 31Q: 3 clusters Score -2.908708e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 244966 members 
Entering Unmasked Estep 
Score: -29087296.000000 Penalty: 6159.936523
	Iteration 32Q: 3 clusters Score -2.90873e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 244992 members 
Entering Unmasked Estep 
Score: -29087434.000000 Penalty: 6159.936523
	Iteration 33Q: 3 clusters Score -2.908743e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 244997 members 
Entering Unmasked Estep 
Score: -29087558.000000 Penalty: 6159.936523
	Iteration 34Q: 3 clusters Score -2.908756e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 244989 members 
Entering Unmasked Estep 
Score: -29087672.000000 Penalty: 6159.936523
	Iteration 35Q: 3 clusters Score -2.908767e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 244988 members 
Entering Unmasked Estep 
Score: -29087812.000000 Penalty: 6159.936523
	Iteration 36Q: 3 clusters Score -2.908781e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 245001 members 
Entering Unmasked Estep 
Score: -29087856.000000 Penalty: 6159.936523
	Iteration 37Q: 3 clusters Score -2.908786e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 244995 members 
Entering Unmasked Estep 
Score: -29087860.000000 Penalty: 6159.936523
	Iteration 38Q: 3 clusters Score -2.908786e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 244988 members 
Entering Unmasked Estep 
Score: -29087904.000000 Penalty: 6159.936523
	Iteration 39Q: 3 clusters Score -2.90879e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 244978 members 
Entering Unmasked Estep 
Score: -29088082.000000 Penalty: 6159.936523
	Iteration 40F: 3 clusters Score -2.908808e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 244836 members 
Entering Unmasked Estep 
Score: -29088318.000000 Penalty: 6159.936523
	Iteration 41Q: 3 clusters Score -2.908832e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 244680 members 
Entering Unmasked Estep 
Score: -29088480.000000 Penalty: 6159.936523
	Iteration 42Q: 3 clusters Score -2.908848e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 244515 members 
Entering Unmasked Estep 
Score: -29088566.000000 Penalty: 6159.936523
	Iteration 43Q: 3 clusters Score -2.908857e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 244384 members 
Entering Unmasked Estep 
Score: -29088630.000000 Penalty: 6159.936523
	Iteration 44Q: 3 clusters Score -2.908863e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 244261 members 
Entering Unmasked Estep 
Score: -29088704.000000 Penalty: 6159.936523
	Iteration 45Q: 3 clusters Score -2.90887e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 244159 members 
Entering Unmasked Estep 
Score: -29088778.000000 Penalty: 6159.936523
	Iteration 46Q: 3 clusters Score -2.908878e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 244073 members 
Entering Unmasked Estep 
Score: -29088784.000000 Penalty: 6159.936523
	Iteration 47Q: 3 clusters Score -2.908878e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 244001 members 
Entering Unmasked Estep 
Score: -29088808.000000 Penalty: 6159.936523
	Iteration 48Q: 3 clusters Score -2.908881e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 243950 members 
Entering Unmasked Estep 
Score: -29088820.000000 Penalty: 6159.936523
	Iteration 49Q: 3 clusters Score -2.908882e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 243896 members 
Entering Unmasked Estep 
Score: -29088822.000000 Penalty: 6159.936523
	Iteration 50Q: 3 clusters Score -2.908882e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 243858 members 
Entering Unmasked Estep 
Score: -29088824.000000 Penalty: 6159.936523
	Iteration 51Q: 3 clusters Score -2.908882e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 243830 members 
Entering Unmasked Estep 
Score: -29088842.000000 Penalty: 6159.936523
	Iteration 52Q: 3 clusters Score -2.908884e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 243805 members 
Entering Unmasked Estep 
Score: -29088866.000000 Penalty: 6159.936523
	Iteration 53Q: 3 clusters Score -2.908887e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 243784 members 
Entering Unmasked Estep 
Score: -29088868.000000 Penalty: 6159.936523
	Iteration 54Q: 3 clusters Score -2.908887e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 243765 members 
Entering Unmasked Estep 
Score: -29088848.000000 Penalty: 6159.936523
	Iteration 55Q: 3 clusters Score -2.908885e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 243752 members 
Entering Unmasked Estep 
Score: -29088868.000000 Penalty: 6159.936523
	Iteration 56Q: 3 clusters Score -2.908887e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 243735 members 
Entering Unmasked Estep 
Score: -29088856.000000 Penalty: 6159.936523
	Iteration 57Q: 3 clusters Score -2.908886e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 243721 members 
Entering Unmasked Estep 
Score: -29088842.000000 Penalty: 6159.936523
	Iteration 58Q: 3 clusters Score -2.908884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 243709 members 
Entering Unmasked Estep 
Score: -29088842.000000 Penalty: 6159.936523
	Iteration 59Q: 3 clusters Score -2.908884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 243703 members 
Entering Unmasked Estep 
Score: -29088836.000000 Penalty: 6159.936523
	Iteration 60F: 3 clusters Score -2.908884e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3830 members 
Mstep: Class 2 contains 243685 members 
Entering Unmasked Estep 
Score: -29088838.000000 Penalty: 6159.936523
	Iteration 61Q: 3 clusters Score -2.908884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3855 members 
Mstep: Class 2 contains 243660 members 
Entering Unmasked Estep 
Score: -29088812.000000 Penalty: 6159.936523
	Iteration 62Q: 3 clusters Score -2.908881e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3874 members 
Mstep: Class 2 contains 243641 members 
Entering Unmasked Estep 
Score: -29088834.000000 Penalty: 6159.936523
	Iteration 63Q: 3 clusters Score -2.908883e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 243636 members 
Entering Unmasked Estep 
Score: -29088844.000000 Penalty: 6159.936523
	Iteration 64Q: 3 clusters Score -2.908884e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3885 members 
Mstep: Class 2 contains 243630 members 
Entering Unmasked Estep 
Score: -29088810.000000 Penalty: 6159.936523
	Iteration 65Q: 3 clusters Score -2.908881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 243625 members 
Entering Unmasked Estep 
Score: -29088840.000000 Penalty: 6159.936523
	Iteration 66Q: 3 clusters Score -2.908884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 243624 members 
Entering Unmasked Estep 
Score: -29088834.000000 Penalty: 6159.936523
	Iteration 67Q: 3 clusters Score -2.908883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3898 members 
Mstep: Class 2 contains 243617 members 
Entering Unmasked Estep 
Score: -29088874.000000 Penalty: 6159.936523
	Iteration 68Q: 3 clusters Score -2.908887e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 243614 members 
Entering Unmasked Estep 
Score: -29088862.000000 Penalty: 6159.936523
	Iteration 69Q: 3 clusters Score -2.908886e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 243610 members 
Entering Unmasked Estep 
Score: -29088828.000000 Penalty: 6159.936523
	Iteration 70Q: 3 clusters Score -2.908883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 243605 members 
Entering Unmasked Estep 
Score: -29088864.000000 Penalty: 6159.936523
	Iteration 71Q: 3 clusters Score -2.908886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 243598 members 
Entering Unmasked Estep 
Score: -29088836.000000 Penalty: 6159.936523
	Iteration 72Q: 3 clusters Score -2.908884e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 243595 members 
Entering Unmasked Estep 
Score: -29088846.000000 Penalty: 6159.936523
	Iteration 73Q: 3 clusters Score -2.908885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 243589 members 
Entering Unmasked Estep 
Score: -29088850.000000 Penalty: 6159.936523
	Iteration 74Q: 3 clusters Score -2.908885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 243586 members 
Entering Unmasked Estep 
Score: -29088848.000000 Penalty: 6159.936523
	Iteration 75Q: 3 clusters Score -2.908885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 243586 members 
Entering Unmasked Estep 
Score: -29088854.000000 Penalty: 6159.936523
	Iteration 76Q: 3 clusters Score -2.908885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 243583 members 
Entering Unmasked Estep 
Score: -29088848.000000 Penalty: 6159.936523
	Iteration 77Q: 3 clusters Score -2.908885e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3937 members 
Mstep: Class 2 contains 243578 members 
Entering Unmasked Estep 
Score: -29088842.000000 Penalty: 6159.936523
	Iteration 78Q: 3 clusters Score -2.908884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 243575 members 
Entering Unmasked Estep 
Score: -29088860.000000 Penalty: 6159.936523
	Iteration 79Q: 3 clusters Score -2.908886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 243571 members 
Entering Unmasked Estep 
Score: -29088858.000000 Penalty: 6159.936523
	Iteration 80F: 3 clusters Score -2.908886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 243569 members 
Entering Unmasked Estep 
Score: -29088846.000000 Penalty: 6159.936523
	Iteration 81Q: 3 clusters Score -2.908885e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 243568 members 
Entering Unmasked Estep 
Score: -29088860.000000 Penalty: 6159.936523
	Iteration 82Q: 3 clusters Score -2.908886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 243566 members 
Entering Unmasked Estep 
Score: -29088868.000000 Penalty: 6159.936523
	Iteration 83Q: 3 clusters Score -2.908887e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 243566 members 
Entering Unmasked Estep 
Score: -29088866.000000 Penalty: 6159.936523
	Iteration 84Q: 3 clusters Score -2.908887e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 243563 members 
Entering Unmasked Estep 
Score: -29088848.000000 Penalty: 6159.936523
	Iteration 85Q: 3 clusters Score -2.908885e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 243561 members 
Entering Unmasked Estep 
Score: -29088834.000000 Penalty: 6159.936523
	Iteration 86Q: 3 clusters Score -2.908883e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 243560 members 
Entering Unmasked Estep 
Score: -29088838.000000 Penalty: 6159.936523
	Iteration 87Q: 3 clusters Score -2.908884e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 243559 members 
Entering Unmasked Estep 
Score: -29088840.000000 Penalty: 6159.936523
	Iteration 88Q: 3 clusters Score -2.908884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 243559 members 
Entering Unmasked Estep 
Score: -29088840.000000 Penalty: 6159.936523
	Iteration 89F: 3 clusters Score -2.908884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 243559 members 
Mstep: Class 3 contains 194974 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 78116 members 
Mstep: Class 7 contains 58239 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 298682 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 27149 members 
Mstep: Class 14 contains 219650 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24561 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 3956 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 83352 members 
Mstep: Class 25 contains 12610 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9863 members 
Entering Unmasked Estep 
Score: -161422272.000000 Penalty: 98363.328125
Splitting cluster 19 changes total score from -161422320.000000 to -161422272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 20 (8235 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Entering Unmasked Estep 
Score: -928972.000000 Penalty: 2236.004883
	Iteration 0F: 2 clusters Score -928972 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 4149 members 
Entering Unmasked Estep 
Score: -922411.812500 Penalty: 4472.009766
	Iteration 0F: 3 clusters Score -922411.8 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3981 members 
Mstep: Class 2 contains 4254 members 
Entering Unmasked Estep 
Score: -924160.250000 Penalty: 4472.009766
	Iteration 1F: 3 clusters Score -924160.2 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -924457.000000 Penalty: 4472.009766
	Iteration 2F: 3 clusters Score -924457 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -924635.250000 Penalty: 4472.009766
	Iteration 3F: 3 clusters Score -924635.2 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3863 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -924765.250000 Penalty: 4472.009766
	Iteration 4Q: 3 clusters Score -924765.2 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 4414 members 
Entering Unmasked Estep 
Score: -924861.875000 Penalty: 4472.009766
	Iteration 5Q: 3 clusters Score -924861.9 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -924943.312500 Penalty: 4472.009766
	Iteration 6Q: 3 clusters Score -924943.3 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -925005.812500 Penalty: 4472.009766
	Iteration 7Q: 3 clusters Score -925005.8 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -925060.250000 Penalty: 4472.009766
	Iteration 8Q: 3 clusters Score -925060.2 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 4732 members 
Entering Unmasked Estep 
Score: -925116.937500 Penalty: 4472.009766
	Iteration 9Q: 3 clusters Score -925116.9 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -925168.687500 Penalty: 4472.009766
	Iteration 10Q: 3 clusters Score -925168.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3305 members 
Mstep: Class 2 contains 4930 members 
Entering Unmasked Estep 
Score: -925216.375000 Penalty: 4472.009766
	Iteration 11Q: 3 clusters Score -925216.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -925251.750000 Penalty: 4472.009766
	Iteration 12Q: 3 clusters Score -925251.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 5119 members 
Entering Unmasked Estep 
Score: -925287.437500 Penalty: 4472.009766
	Iteration 13Q: 3 clusters Score -925287.4 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -925328.937500 Penalty: 4472.009766
	Iteration 14Q: 3 clusters Score -925328.9 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 5339 members 
Entering Unmasked Estep 
Score: -925369.750000 Penalty: 4472.009766
	Iteration 15Q: 3 clusters Score -925369.8 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5451 members 
Entering Unmasked Estep 
Score: -925411.250000 Penalty: 4472.009766
	Iteration 16Q: 3 clusters Score -925411.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -925459.000000 Penalty: 4472.009766
	Iteration 17Q: 3 clusters Score -925459 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -925508.312500 Penalty: 4472.009766
	Iteration 18Q: 3 clusters Score -925508.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 5820 members 
Entering Unmasked Estep 
Score: -925569.937500 Penalty: 4472.009766
	Iteration 19Q: 3 clusters Score -925569.9 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2255 members 
Mstep: Class 2 contains 5980 members 
Entering Unmasked Estep 
Score: -925653.750000 Penalty: 4472.009766
	Iteration 20F: 3 clusters Score -925653.8 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -925758.562500 Penalty: 4472.009766
	Iteration 21Q: 3 clusters Score -925758.6 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -925883.062500 Penalty: 4472.009766
	Iteration 22Q: 3 clusters Score -925883.1 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -926021.375000 Penalty: 4472.009766
	Iteration 23Q: 3 clusters Score -926021.4 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -926160.687500 Penalty: 4472.009766
	Iteration 24Q: 3 clusters Score -926160.7 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 6959 members 
Entering Unmasked Estep 
Score: -926290.625000 Penalty: 4472.009766
	Iteration 25Q: 3 clusters Score -926290.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 7128 members 
Entering Unmasked Estep 
Score: -926411.187500 Penalty: 4472.009766
	Iteration 26Q: 3 clusters Score -926411.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 7281 members 
Entering Unmasked Estep 
Score: -926524.187500 Penalty: 4472.009766
	Iteration 27Q: 3 clusters Score -926524.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -926633.562500 Penalty: 4472.009766
	Iteration 28Q: 3 clusters Score -926633.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -926712.187500 Penalty: 4472.009766
	Iteration 29Q: 3 clusters Score -926712.2 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 7596 members 
Entering Unmasked Estep 
Score: -926774.000000 Penalty: 4472.009766
	Iteration 30Q: 3 clusters Score -926774 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 7657 members 
Entering Unmasked Estep 
Score: -926822.937500 Penalty: 4472.009766
	Iteration 31Q: 3 clusters Score -926822.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -926863.437500 Penalty: 4472.009766
	Iteration 32Q: 3 clusters Score -926863.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -926903.562500 Penalty: 4472.009766
	Iteration 33Q: 3 clusters Score -926903.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -926937.187500 Penalty: 4472.009766
	Iteration 34Q: 3 clusters Score -926937.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -926960.625000 Penalty: 4472.009766
	Iteration 35Q: 3 clusters Score -926960.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -926975.375000 Penalty: 4472.009766
	Iteration 36Q: 3 clusters Score -926975.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 7819 members 
Entering Unmasked Estep 
Score: -926987.375000 Penalty: 4472.009766
	Iteration 37Q: 3 clusters Score -926987.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 7828 members 
Entering Unmasked Estep 
Score: -926995.312500 Penalty: 4472.009766
	Iteration 38Q: 3 clusters Score -926995.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 7833 members 
Entering Unmasked Estep 
Score: -927001.500000 Penalty: 4472.009766
	Iteration 39Q: 3 clusters Score -927001.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 7836 members 
Entering Unmasked Estep 
Score: -927003.250000 Penalty: 4472.009766
	Iteration 40F: 3 clusters Score -927003.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -927005.500000 Penalty: 4472.009766
	Iteration 41Q: 3 clusters Score -927005.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -927006.187500 Penalty: 4472.009766
	Iteration 42Q: 3 clusters Score -927006.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 7840 members 
Entering Unmasked Estep 
Score: -927006.187500 Penalty: 4472.009766
	Iteration 43F: 3 clusters Score -927006.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -57983.468750 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -57983.47 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 302 members 
Entering Unmasked Estep 
Score: -56324.089844 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -56324.09 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -56603.628906 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -56603.63 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -56748.062500 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -56748.06 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -56853.910156 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -56853.91 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -56953.000000 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -56953 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -57021.621094 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -57021.62 nChanged 17
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: -57090.191406 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -57090.19 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -57134.718750 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -57134.72 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -57168.128906 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -57168.13 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57206.367188 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -57206.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -57250.246094 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -57250.25 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: -57325.699219 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -57325.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -57457.886719 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -57457.89 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -57718.464844 Penalty: 3174.527832
	Iteration 13Q: 3 clusters Score -57718.46 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -57868.984375 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -57868.98 nChanged 18
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: -58078.281250 Penalty: 3174.527832
	Iteration 15Q: 3 clusters Score -58078.28 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -58321.722656 Penalty: 3174.527832
	Iteration 16Q: 3 clusters Score -58321.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58324.148438 Penalty: 3174.527832
	Iteration 17Q: 3 clusters Score -58324.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -58324.148438 Penalty: 3174.527832
	Iteration 18F: 3 clusters Score -58324.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 244 members 
Mstep: Class 3 contains 194974 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 78116 members 
Mstep: Class 7 contains 58239 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 298682 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 27149 members 
Mstep: Class 14 contains 219650 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24561 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 247515 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 358 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 83352 members 
Mstep: Class 25 contains 12610 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9863 members 
Entering Unmasked Estep 
Score: -161420816.000000 Penalty: 98363.328125
Splitting cluster 21 changes total score from -161422320.000000 to -161420816.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3910 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Entering Unmasked Estep 
Score: -442372.093750 Penalty: 2051.280518
	Iteration 0F: 2 clusters Score -442372.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -438579.343750 Penalty: 4102.561035
	Iteration 0F: 3 clusters Score -438579.3 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -439416.406250 Penalty: 4102.561035
	Iteration 1F: 3 clusters Score -439416.4 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -439584.625000 Penalty: 4102.561035
	Iteration 2F: 3 clusters Score -439584.6 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -439673.000000 Penalty: 4102.561035
	Iteration 3Q: 3 clusters Score -439673 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -439738.343750 Penalty: 4102.561035
	Iteration 4Q: 3 clusters Score -439738.3 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -439784.343750 Penalty: 4102.561035
	Iteration 5Q: 3 clusters Score -439784.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1894 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -439821.031250 Penalty: 4102.561035
	Iteration 6Q: 3 clusters Score -439821 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -439855.875000 Penalty: 4102.561035
	Iteration 7Q: 3 clusters Score -439855.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -439882.906250 Penalty: 4102.561035
	Iteration 8Q: 3 clusters Score -439882.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -439902.968750 Penalty: 4102.561035
	Iteration 9Q: 3 clusters Score -439903 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -439919.437500 Penalty: 4102.561035
	Iteration 10Q: 3 clusters Score -439919.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -439934.062500 Penalty: 4102.561035
	Iteration 11Q: 3 clusters Score -439934.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -439946.375000 Penalty: 4102.561035
	Iteration 12Q: 3 clusters Score -439946.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -439956.781250 Penalty: 4102.561035
	Iteration 13Q: 3 clusters Score -439956.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -439968.875000 Penalty: 4102.561035
	Iteration 14Q: 3 clusters Score -439968.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -439988.218750 Penalty: 4102.561035
	Iteration 15Q: 3 clusters Score -439988.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -440010.437500 Penalty: 4102.561035
	Iteration 16Q: 3 clusters Score -440010.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -440030.093750 Penalty: 4102.561035
	Iteration 17Q: 3 clusters Score -440030.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -440057.562500 Penalty: 4102.561035
	Iteration 18Q: 3 clusters Score -440057.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -440083.687500 Penalty: 4102.561035
	Iteration 19Q: 3 clusters Score -440083.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -440106.468750 Penalty: 4102.561035
	Iteration 20F: 3 clusters Score -440106.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -440122.406250 Penalty: 4102.561035
	Iteration 21Q: 3 clusters Score -440122.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -440139.687500 Penalty: 4102.561035
	Iteration 22Q: 3 clusters Score -440139.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -440160.125000 Penalty: 4102.561035
	Iteration 23Q: 3 clusters Score -440160.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -440173.000000 Penalty: 4102.561035
	Iteration 24Q: 3 clusters Score -440173 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -440185.906250 Penalty: 4102.561035
	Iteration 25Q: 3 clusters Score -440185.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -440201.562500 Penalty: 4102.561035
	Iteration 26Q: 3 clusters Score -440201.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -440213.187500 Penalty: 4102.561035
	Iteration 27Q: 3 clusters Score -440213.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -440229.156250 Penalty: 4102.561035
	Iteration 28Q: 3 clusters Score -440229.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -440245.375000 Penalty: 4102.561035
	Iteration 29Q: 3 clusters Score -440245.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -440261.156250 Penalty: 4102.561035
	Iteration 30Q: 3 clusters Score -440261.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -440279.031250 Penalty: 4102.561035
	Iteration 31Q: 3 clusters Score -440279 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -440294.656250 Penalty: 4102.561035
	Iteration 32Q: 3 clusters Score -440294.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -440311.187500 Penalty: 4102.561035
	Iteration 33Q: 3 clusters Score -440311.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -440318.750000 Penalty: 4102.561035
	Iteration 34Q: 3 clusters Score -440318.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -440323.937500 Penalty: 4102.561035
	Iteration 35Q: 3 clusters Score -440323.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -440331.812500 Penalty: 4102.561035
	Iteration 36Q: 3 clusters Score -440331.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -440337.968750 Penalty: 4102.561035
	Iteration 37Q: 3 clusters Score -440338 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -440344.937500 Penalty: 4102.561035
	Iteration 38Q: 3 clusters Score -440344.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -440348.781250 Penalty: 4102.561035
	Iteration 39Q: 3 clusters Score -440348.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -440355.656250 Penalty: 4102.561035
	Iteration 40F: 3 clusters Score -440355.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -440364.937500 Penalty: 4102.561035
	Iteration 41Q: 3 clusters Score -440364.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -440374.218750 Penalty: 4102.561035
	Iteration 42Q: 3 clusters Score -440374.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -440380.718750 Penalty: 4102.561035
	Iteration 43Q: 3 clusters Score -440380.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -440387.281250 Penalty: 4102.561035
	Iteration 44Q: 3 clusters Score -440387.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -440393.218750 Penalty: 4102.561035
	Iteration 45Q: 3 clusters Score -440393.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -440395.406250 Penalty: 4102.561035
	Iteration 46Q: 3 clusters Score -440395.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 1966 members 
Entering Unmasked Estep 
Score: -440398.843750 Penalty: 4102.561035
	Iteration 47Q: 3 clusters Score -440398.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -440400.062500 Penalty: 4102.561035
	Iteration 48Q: 3 clusters Score -440400.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -440402.062500 Penalty: 4102.561035
	Iteration 49Q: 3 clusters Score -440402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -440403.250000 Penalty: 4102.561035
	Iteration 50Q: 3 clusters Score -440403.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -440403.500000 Penalty: 4102.561035
	Iteration 51Q: 3 clusters Score -440403.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -440404.218750 Penalty: 4102.561035
	Iteration 52Q: 3 clusters Score -440404.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -440404.531250 Penalty: 4102.561035
	Iteration 53Q: 3 clusters Score -440404.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -440404.031250 Penalty: 4102.561035
	Iteration 54Q: 3 clusters Score -440404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -440405.656250 Penalty: 4102.561035
	Iteration 55Q: 3 clusters Score -440405.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -440405.906250 Penalty: 4102.561035
	Iteration 56Q: 3 clusters Score -440405.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -440406.343750 Penalty: 4102.561035
	Iteration 57Q: 3 clusters Score -440406.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -440406.843750 Penalty: 4102.561035
	Iteration 58Q: 3 clusters Score -440406.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -440407.593750 Penalty: 4102.561035
	Iteration 59Q: 3 clusters Score -440407.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -440408.781250 Penalty: 4102.561035
	Iteration 60F: 3 clusters Score -440408.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -440409.093750 Penalty: 4102.561035
	Iteration 61Q: 3 clusters Score -440409.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1931 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -440411.656250 Penalty: 4102.561035
	Iteration 62Q: 3 clusters Score -440411.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -440412.906250 Penalty: 4102.561035
	Iteration 63Q: 3 clusters Score -440412.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -440415.500000 Penalty: 4102.561035
	Iteration 64Q: 3 clusters Score -440415.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -440416.500000 Penalty: 4102.561035
	Iteration 65Q: 3 clusters Score -440416.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -440417.281250 Penalty: 4102.561035
	Iteration 66Q: 3 clusters Score -440417.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -440418.562500 Penalty: 4102.561035
	Iteration 67Q: 3 clusters Score -440418.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -440420.937500 Penalty: 4102.561035
	Iteration 68Q: 3 clusters Score -440420.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -440422.468750 Penalty: 4102.561035
	Iteration 69Q: 3 clusters Score -440422.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -440423.562500 Penalty: 4102.561035
	Iteration 70Q: 3 clusters Score -440423.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -440424.156250 Penalty: 4102.561035
	Iteration 71Q: 3 clusters Score -440424.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -440424.406250 Penalty: 4102.561035
	Iteration 72Q: 3 clusters Score -440424.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -440424.812500 Penalty: 4102.561035
	Iteration 73Q: 3 clusters Score -440424.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -440424.812500 Penalty: 4102.561035
	Iteration 74F: 3 clusters Score -440424.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8667 members 
Entering Unmasked Estep 
Score: -852310.000000 Penalty: 2248.684814
	Iteration 0F: 2 clusters Score -852310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -845610.937500 Penalty: 4497.369629
	Iteration 0F: 3 clusters Score -845610.9 nChanged 3519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -847772.000000 Penalty: 4497.369629
	Iteration 1F: 3 clusters Score -847772 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4175 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -848376.812500 Penalty: 4497.369629
	Iteration 2F: 3 clusters Score -848376.8 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4039 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -848892.562500 Penalty: 4497.369629
	Iteration 3F: 3 clusters Score -848892.6 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -849342.937500 Penalty: 4497.369629
	Iteration 4F: 3 clusters Score -849342.9 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -849727.875000 Penalty: 4497.369629
	Iteration 5F: 3 clusters Score -849727.9 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 5156 members 
Entering Unmasked Estep 
Score: -850104.375000 Penalty: 4497.369629
	Iteration 6F: 3 clusters Score -850104.4 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -850396.312500 Penalty: 4497.369629
	Iteration 7Q: 3 clusters Score -850396.3 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -850647.375000 Penalty: 4497.369629
	Iteration 8Q: 3 clusters Score -850647.4 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5611 members 
Entering Unmasked Estep 
Score: -850837.062500 Penalty: 4497.369629
	Iteration 9Q: 3 clusters Score -850837.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2968 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -850946.625000 Penalty: 4497.369629
	Iteration 10Q: 3 clusters Score -850946.6 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -851027.625000 Penalty: 4497.369629
	Iteration 11Q: 3 clusters Score -851027.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -851080.812500 Penalty: 4497.369629
	Iteration 12Q: 3 clusters Score -851080.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 5853 members 
Entering Unmasked Estep 
Score: -851112.000000 Penalty: 4497.369629
	Iteration 13Q: 3 clusters Score -851112 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 5869 members 
Entering Unmasked Estep 
Score: -851132.562500 Penalty: 4497.369629
	Iteration 14Q: 3 clusters Score -851132.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -851148.437500 Penalty: 4497.369629
	Iteration 15Q: 3 clusters Score -851148.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -851157.562500 Penalty: 4497.369629
	Iteration 16Q: 3 clusters Score -851157.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -851162.625000 Penalty: 4497.369629
	Iteration 17Q: 3 clusters Score -851162.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -851169.937500 Penalty: 4497.369629
	Iteration 18Q: 3 clusters Score -851169.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -851172.687500 Penalty: 4497.369629
	Iteration 19Q: 3 clusters Score -851172.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 5881 members 
Entering Unmasked Estep 
Score: -851175.250000 Penalty: 4497.369629
	Iteration 20F: 3 clusters Score -851175.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 5882 members 
Entering Unmasked Estep 
Score: -851179.437500 Penalty: 4497.369629
	Iteration 21Q: 3 clusters Score -851179.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -851181.687500 Penalty: 4497.369629
	Iteration 22Q: 3 clusters Score -851181.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -851183.187500 Penalty: 4497.369629
	Iteration 23Q: 3 clusters Score -851183.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -851183.812500 Penalty: 4497.369629
	Iteration 24Q: 3 clusters Score -851183.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -851186.437500 Penalty: 4497.369629
	Iteration 25Q: 3 clusters Score -851186.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -851184.750000 Penalty: 4497.369629
	Iteration 26Q: 3 clusters Score -851184.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -851185.500000 Penalty: 4497.369629
	Iteration 27Q: 3 clusters Score -851185.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -851186.625000 Penalty: 4497.369629
	Iteration 28Q: 3 clusters Score -851186.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -851186.625000 Penalty: 4497.369629
	Iteration 29F: 3 clusters Score -851186.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (83352 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83352 members 
Entering Unmasked Estep 
Score: -9537977.000000 Penalty: 2810.045166
	Iteration 0F: 2 clusters Score -9537977 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41903 members 
Mstep: Class 2 contains 41449 members 
Entering Unmasked Estep 
Score: -9482252.000000 Penalty: 5620.090332
	Iteration 0F: 3 clusters Score -9482252 nChanged 39240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44881 members 
Mstep: Class 2 contains 38471 members 
Entering Unmasked Estep 
Score: -9504500.000000 Penalty: 5620.090332
	Iteration 1F: 3 clusters Score -9504500 nChanged 3660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47121 members 
Mstep: Class 2 contains 36231 members 
Entering Unmasked Estep 
Score: -9505944.000000 Penalty: 5620.090332
	Iteration 2Q: 3 clusters Score -9505944 nChanged 4446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50591 members 
Mstep: Class 2 contains 32761 members 
Entering Unmasked Estep 
Score: -9508090.000000 Penalty: 5620.090332
	Iteration 3F: 3 clusters Score -9508090 nChanged 5464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55309 members 
Mstep: Class 2 contains 28043 members 
Entering Unmasked Estep 
Score: -9511501.000000 Penalty: 5620.090332
	Iteration 4F: 3 clusters Score -9511501 nChanged 6489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61328 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -9516542.000000 Penalty: 5620.090332
	Iteration 5F: 3 clusters Score -9516542 nChanged 6955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67875 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -9522846.000000 Penalty: 5620.090332
	Iteration 6F: 3 clusters Score -9522846 nChanged 5986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73583 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -9528430.000000 Penalty: 5620.090332
	Iteration 7F: 3 clusters Score -9528430 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77530 members 
Mstep: Class 2 contains 5822 members 
Entering Unmasked Estep 
Score: -9531991.000000 Penalty: 5620.090332
	Iteration 8Q: 3 clusters Score -9531991 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79962 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -9534070.000000 Penalty: 5620.090332
	Iteration 9Q: 3 clusters Score -9534070 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81266 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -9535001.000000 Penalty: 5620.090332
	Iteration 10Q: 3 clusters Score -9535001 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81918 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -9535399.000000 Penalty: 5620.090332
	Iteration 11Q: 3 clusters Score -9535399 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82222 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -9535532.000000 Penalty: 5620.090332
	Iteration 12Q: 3 clusters Score -9535532 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82371 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -9535616.000000 Penalty: 5620.090332
	Iteration 13Q: 3 clusters Score -9535616 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82462 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -9535697.000000 Penalty: 5620.090332
	Iteration 14Q: 3 clusters Score -9535697 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82529 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -9535725.000000 Penalty: 5620.090332
	Iteration 15Q: 3 clusters Score -9535725 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82582 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -9535762.000000 Penalty: 5620.090332
	Iteration 16Q: 3 clusters Score -9535762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82611 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -9535777.000000 Penalty: 5620.090332
	Iteration 17Q: 3 clusters Score -9535777 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82632 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -9535793.000000 Penalty: 5620.090332
	Iteration 18Q: 3 clusters Score -9535793 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82647 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -9535816.000000 Penalty: 5620.090332
	Iteration 19Q: 3 clusters Score -9535816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82660 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -9535826.000000 Penalty: 5620.090332
	Iteration 20F: 3 clusters Score -9535826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82670 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9535828.000000 Penalty: 5620.090332
	Iteration 21Q: 3 clusters Score -9535828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82674 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9535827.000000 Penalty: 5620.090332
	Iteration 22Q: 3 clusters Score -9535827 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82677 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -9535836.000000 Penalty: 5620.090332
	Iteration 23Q: 3 clusters Score -9535836 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82680 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9535834.000000 Penalty: 5620.090332
	Iteration 24Q: 3 clusters Score -9535834 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9535837.000000 Penalty: 5620.090332
	Iteration 25Q: 3 clusters Score -9535837 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82682 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9535835.000000 Penalty: 5620.090332
	Iteration 26Q: 3 clusters Score -9535835 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82685 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9535838.000000 Penalty: 5620.090332
	Iteration 27Q: 3 clusters Score -9535838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82690 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -9535840.000000 Penalty: 5620.090332
	Iteration 28Q: 3 clusters Score -9535840 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9535841.000000 Penalty: 5620.090332
	Iteration 29Q: 3 clusters Score -9535841 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9535843.000000 Penalty: 5620.090332
	Iteration 30Q: 3 clusters Score -9535843 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82693 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9535843.000000 Penalty: 5620.090332
	Iteration 31F: 3 clusters Score -9535843 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Entering Unmasked Estep 
Score: -1132709.375000 Penalty: 2341.676758
	Iteration 0F: 2 clusters Score -1132709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6393 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1123415.375000 Penalty: 4683.353516
	Iteration 0F: 3 clusters Score -1123415 nChanged 5354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -1126493.250000 Penalty: 4683.353516
	Iteration 1F: 3 clusters Score -1126493 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -1127157.375000 Penalty: 4683.353516
	Iteration 2F: 3 clusters Score -1127157 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1127844.625000 Penalty: 4683.353516
	Iteration 3F: 3 clusters Score -1127845 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7550 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1128580.875000 Penalty: 4683.353516
	Iteration 4F: 3 clusters Score -1128581 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7909 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1129302.500000 Penalty: 4683.353516
	Iteration 5F: 3 clusters Score -1129302 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -1129887.875000 Penalty: 4683.353516
	Iteration 6F: 3 clusters Score -1129888 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -1130293.750000 Penalty: 4683.353516
	Iteration 7Q: 3 clusters Score -1130294 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1130646.625000 Penalty: 4683.353516
	Iteration 8Q: 3 clusters Score -1130647 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1130875.875000 Penalty: 4683.353516
	Iteration 9Q: 3 clusters Score -1130876 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 3752 members 
Entering Unmasked Estep 
Score: -1131022.375000 Penalty: 4683.353516
	Iteration 10Q: 3 clusters Score -1131022 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8903 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -1131135.750000 Penalty: 4683.353516
	Iteration 11Q: 3 clusters Score -1131136 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -1131206.250000 Penalty: 4683.353516
	Iteration 12Q: 3 clusters Score -1131206 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -1131250.875000 Penalty: 4683.353516
	Iteration 13Q: 3 clusters Score -1131251 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -1131285.125000 Penalty: 4683.353516
	Iteration 14Q: 3 clusters Score -1131285 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1131304.000000 Penalty: 4683.353516
	Iteration 15Q: 3 clusters Score -1131304 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -1131318.500000 Penalty: 4683.353516
	Iteration 16Q: 3 clusters Score -1131318 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1131330.500000 Penalty: 4683.353516
	Iteration 17Q: 3 clusters Score -1131330 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1131336.250000 Penalty: 4683.353516
	Iteration 18Q: 3 clusters Score -1131336 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -1131345.500000 Penalty: 4683.353516
	Iteration 19Q: 3 clusters Score -1131346 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -1131352.375000 Penalty: 4683.353516
	Iteration 20F: 3 clusters Score -1131352 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9000 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -1131357.875000 Penalty: 4683.353516
	Iteration 21Q: 3 clusters Score -1131358 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9008 members 
Mstep: Class 2 contains 3602 members 
Entering Unmasked Estep 
Score: -1131360.875000 Penalty: 4683.353516
	Iteration 22Q: 3 clusters Score -1131361 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1131368.875000 Penalty: 4683.353516
	Iteration 23Q: 3 clusters Score -1131369 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 3589 members 
Entering Unmasked Estep 
Score: -1131367.125000 Penalty: 4683.353516
	Iteration 24Q: 3 clusters Score -1131367 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -1131375.875000 Penalty: 4683.353516
	Iteration 25Q: 3 clusters Score -1131376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 3568 members 
Entering Unmasked Estep 
Score: -1131377.375000 Penalty: 4683.353516
	Iteration 26Q: 3 clusters Score -1131377 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9049 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1131379.000000 Penalty: 4683.353516
	Iteration 27Q: 3 clusters Score -1131379 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1131379.750000 Penalty: 4683.353516
	Iteration 28Q: 3 clusters Score -1131380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9059 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1131383.375000 Penalty: 4683.353516
	Iteration 29Q: 3 clusters Score -1131383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 3548 members 
Entering Unmasked Estep 
Score: -1131386.000000 Penalty: 4683.353516
	Iteration 30Q: 3 clusters Score -1131386 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -1131385.750000 Penalty: 4683.353516
	Iteration 31Q: 3 clusters Score -1131386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9069 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -1131385.000000 Penalty: 4683.353516
	Iteration 32Q: 3 clusters Score -1131385 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9072 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -1131387.875000 Penalty: 4683.353516
	Iteration 33Q: 3 clusters Score -1131388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9076 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1131389.750000 Penalty: 4683.353516
	Iteration 34Q: 3 clusters Score -1131390 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9077 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -1131390.625000 Penalty: 4683.353516
	Iteration 35Q: 3 clusters Score -1131391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9079 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -1131391.500000 Penalty: 4683.353516
	Iteration 36Q: 3 clusters Score -1131392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9082 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -1131391.875000 Penalty: 4683.353516
	Iteration 37Q: 3 clusters Score -1131392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -1131391.375000 Penalty: 4683.353516
	Iteration 38Q: 3 clusters Score -1131391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9090 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1131393.000000 Penalty: 4683.353516
	Iteration 39Q: 3 clusters Score -1131393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1131391.500000 Penalty: 4683.353516
	Iteration 40F: 3 clusters Score -1131392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 3515 members 
Entering Unmasked Estep 
Score: -1131392.250000 Penalty: 4683.353516
	Iteration 41Q: 3 clusters Score -1131392 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9096 members 
Mstep: Class 2 contains 3514 members 
Entering Unmasked Estep 
Score: -1131396.625000 Penalty: 4683.353516
	Iteration 42Q: 3 clusters Score -1131397 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9100 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -1131397.750000 Penalty: 4683.353516
	Iteration 43Q: 3 clusters Score -1131398 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1131396.500000 Penalty: 4683.353516
	Iteration 44Q: 3 clusters Score -1131396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9104 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1131399.125000 Penalty: 4683.353516
	Iteration 45Q: 3 clusters Score -1131399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -1131399.750000 Penalty: 4683.353516
	Iteration 46Q: 3 clusters Score -1131400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1131400.125000 Penalty: 4683.353516
	Iteration 47Q: 3 clusters Score -1131400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -1131400.125000 Penalty: 4683.353516
	Iteration 48F: 3 clusters Score -1131400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Entering Unmasked Estep 
Score: -267563.187500 Penalty: 1919.036987
	Iteration 0F: 2 clusters Score -267563.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -264742.593750 Penalty: 3838.073975
	Iteration 0F: 3 clusters Score -264742.6 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -265211.562500 Penalty: 3838.073975
	Iteration 1F: 3 clusters Score -265211.6 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -265329.250000 Penalty: 3838.073975
	Iteration 2F: 3 clusters Score -265329.2 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -265407.000000 Penalty: 3838.073975
	Iteration 3Q: 3 clusters Score -265407 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -265454.312500 Penalty: 3838.073975
	Iteration 4Q: 3 clusters Score -265454.3 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -265488.500000 Penalty: 3838.073975
	Iteration 5Q: 3 clusters Score -265488.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -265517.343750 Penalty: 3838.073975
	Iteration 6Q: 3 clusters Score -265517.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -265541.187500 Penalty: 3838.073975
	Iteration 7Q: 3 clusters Score -265541.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -265558.312500 Penalty: 3838.073975
	Iteration 8Q: 3 clusters Score -265558.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -265578.781250 Penalty: 3838.073975
	Iteration 9Q: 3 clusters Score -265578.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -265592.781250 Penalty: 3838.073975
	Iteration 10Q: 3 clusters Score -265592.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -265601.875000 Penalty: 3838.073975
	Iteration 11Q: 3 clusters Score -265601.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -265607.281250 Penalty: 3838.073975
	Iteration 12Q: 3 clusters Score -265607.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -265611.656250 Penalty: 3838.073975
	Iteration 13Q: 3 clusters Score -265611.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -265615.343750 Penalty: 3838.073975
	Iteration 14Q: 3 clusters Score -265615.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -265618.562500 Penalty: 3838.073975
	Iteration 15Q: 3 clusters Score -265618.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -265621.093750 Penalty: 3838.073975
	Iteration 16Q: 3 clusters Score -265621.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -265622.687500 Penalty: 3838.073975
	Iteration 17Q: 3 clusters Score -265622.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -265624.437500 Penalty: 3838.073975
	Iteration 18Q: 3 clusters Score -265624.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -265626.968750 Penalty: 3838.073975
	Iteration 19Q: 3 clusters Score -265627 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -265627.968750 Penalty: 3838.073975
	Iteration 20F: 3 clusters Score -265628 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -101076.960938 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -101077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -99168.664062 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -99168.66 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -99704.429688 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -99704.43 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -100226.734375 Penalty: 3438.977783
	Iteration 2F: 3 clusters Score -100226.7 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -101153.742188 Penalty: 3438.977783
	Iteration 3F: 3 clusters Score -101153.7 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -101898.718750 Penalty: 3438.977783
	Iteration 4F: 3 clusters Score -101898.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -102174.140625 Penalty: 3438.977783
	Iteration 5Q: 3 clusters Score -102174.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -102200.757812 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -102200.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102201.546875 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -102201.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -102201.546875 Penalty: 3438.977783
	Iteration 8F: 3 clusters Score -102201.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 2 contains 335 members 
Mstep: Class 3 contains 194974 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 78116 members 
Mstep: Class 7 contains 58239 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 298682 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 27149 members 
Mstep: Class 14 contains 219650 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24561 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 247515 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 83352 members 
Mstep: Class 25 contains 12610 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 691 members 
Mstep: Class 28 contains 9863 members 
Entering Unmasked Estep 
Score: -161421328.000000 Penalty: 98363.328125
Splitting cluster 27 changes total score from -161422320.000000 to -161421328.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (9863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9863 members 
Entering Unmasked Estep 
Score: -1101110.125000 Penalty: 2280.743408
	Iteration 0F: 2 clusters Score -1101110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4939 members 
Entering Unmasked Estep 
Score: -1093595.625000 Penalty: 4561.486816
	Iteration 0F: 3 clusters Score -1093596 nChanged 4109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -1096438.000000 Penalty: 4561.486816
	Iteration 1F: 3 clusters Score -1096438 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -1097405.375000 Penalty: 4561.486816
	Iteration 2F: 3 clusters Score -1097405 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1098251.625000 Penalty: 4561.486816
	Iteration 3F: 3 clusters Score -1098252 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 6408 members 
Entering Unmasked Estep 
Score: -1098924.750000 Penalty: 4561.486816
	Iteration 4F: 3 clusters Score -1098925 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -1099429.500000 Penalty: 4561.486816
	Iteration 5F: 3 clusters Score -1099430 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 7081 members 
Entering Unmasked Estep 
Score: -1099709.625000 Penalty: 4561.486816
	Iteration 6Q: 3 clusters Score -1099710 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -1099879.750000 Penalty: 4561.486816
	Iteration 7Q: 3 clusters Score -1099880 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 7439 members 
Entering Unmasked Estep 
Score: -1099969.625000 Penalty: 4561.486816
	Iteration 8Q: 3 clusters Score -1099970 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -1100022.625000 Penalty: 4561.486816
	Iteration 9Q: 3 clusters Score -1100023 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -1100063.625000 Penalty: 4561.486816
	Iteration 10Q: 3 clusters Score -1100064 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 7702 members 
Entering Unmasked Estep 
Score: -1100096.125000 Penalty: 4561.486816
	Iteration 11Q: 3 clusters Score -1100096 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1100121.875000 Penalty: 4561.486816
	Iteration 12Q: 3 clusters Score -1100122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -1100137.250000 Penalty: 4561.486816
	Iteration 13Q: 3 clusters Score -1100137 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 7866 members 
Entering Unmasked Estep 
Score: -1100153.000000 Penalty: 4561.486816
	Iteration 14Q: 3 clusters Score -1100153 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 7901 members 
Entering Unmasked Estep 
Score: -1100165.750000 Penalty: 4561.486816
	Iteration 15Q: 3 clusters Score -1100166 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 7935 members 
Entering Unmasked Estep 
Score: -1100174.500000 Penalty: 4561.486816
	Iteration 16Q: 3 clusters Score -1100174 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
Score: -1100192.500000 Penalty: 4561.486816
	Iteration 17Q: 3 clusters Score -1100192 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -1100200.250000 Penalty: 4561.486816
	Iteration 18Q: 3 clusters Score -1100200 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -1100205.875000 Penalty: 4561.486816
	Iteration 19Q: 3 clusters Score -1100206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -1100213.125000 Penalty: 4561.486816
	Iteration 20F: 3 clusters Score -1100213 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 8065 members 
Entering Unmasked Estep 
Score: -1100216.000000 Penalty: 4561.486816
	Iteration 21Q: 3 clusters Score -1100216 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 8087 members 
Entering Unmasked Estep 
Score: -1100221.875000 Penalty: 4561.486816
	Iteration 22Q: 3 clusters Score -1100222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -1100221.750000 Penalty: 4561.486816
	Iteration 23Q: 3 clusters Score -1100222 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -1100226.125000 Penalty: 4561.486816
	Iteration 24Q: 3 clusters Score -1100226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -1100227.500000 Penalty: 4561.486816
	Iteration 25Q: 3 clusters Score -1100228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -1100230.250000 Penalty: 4561.486816
	Iteration 26Q: 3 clusters Score -1100230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 8142 members 
Entering Unmasked Estep 
Score: -1100232.750000 Penalty: 4561.486816
	Iteration 27Q: 3 clusters Score -1100233 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 8152 members 
Entering Unmasked Estep 
Score: -1100233.875000 Penalty: 4561.486816
	Iteration 28Q: 3 clusters Score -1100234 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1702 members 
Mstep: Class 2 contains 8161 members 
Entering Unmasked Estep 
Score: -1100237.375000 Penalty: 4561.486816
	Iteration 29Q: 3 clusters Score -1100237 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 8169 members 
Entering Unmasked Estep 
Score: -1100241.500000 Penalty: 4561.486816
	Iteration 30Q: 3 clusters Score -1100242 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Mstep: Class 2 contains 8179 members 
Entering Unmasked Estep 
Score: -1100246.125000 Penalty: 4561.486816
	Iteration 31Q: 3 clusters Score -1100246 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 8188 members 
Entering Unmasked Estep 
Score: -1100249.750000 Penalty: 4561.486816
	Iteration 32Q: 3 clusters Score -1100250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 8202 members 
Entering Unmasked Estep 
Score: -1100253.250000 Penalty: 4561.486816
	Iteration 33Q: 3 clusters Score -1100253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -1100256.875000 Penalty: 4561.486816
	Iteration 34Q: 3 clusters Score -1100257 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
Score: -1100264.000000 Penalty: 4561.486816
	Iteration 35Q: 3 clusters Score -1100264 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 8238 members 
Entering Unmasked Estep 
Score: -1100262.250000 Penalty: 4561.486816
	Iteration 36Q: 3 clusters Score -1100262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -1100263.125000 Penalty: 4561.486816
	Iteration 37Q: 3 clusters Score -1100263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 8248 members 
Entering Unmasked Estep 
Score: -1100264.875000 Penalty: 4561.486816
	Iteration 38Q: 3 clusters Score -1100265 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -1100265.500000 Penalty: 4561.486816
	Iteration 39Q: 3 clusters Score -1100266 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 8255 members 
Entering Unmasked Estep 
Score: -1100268.250000 Penalty: 4561.486816
	Iteration 40F: 3 clusters Score -1100268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -1100268.125000 Penalty: 4561.486816
	Iteration 41Q: 3 clusters Score -1100268 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -1100266.625000 Penalty: 4561.486816
	Iteration 42Q: 3 clusters Score -1100267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1100268.750000 Penalty: 4561.486816
	Iteration 43Q: 3 clusters Score -1100269 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -1100270.125000 Penalty: 4561.486816
	Iteration 44Q: 3 clusters Score -1100270 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -1100271.625000 Penalty: 4561.486816
	Iteration 45Q: 3 clusters Score -1100272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -1100270.250000 Penalty: 4561.486816
	Iteration 46Q: 3 clusters Score -1100270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 8280 members 
Entering Unmasked Estep 
Score: -1100272.500000 Penalty: 4561.486816
	Iteration 47Q: 3 clusters Score -1100272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1100272.000000 Penalty: 4561.486816
	Iteration 48Q: 3 clusters Score -1100272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -1100272.000000 Penalty: 4561.486816
	Iteration 49F: 3 clusters Score -1100272 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26552 members 
Mstep: Class 3 contains 194974 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 20910 members 
Mstep: Class 6 contains 78116 members 
Mstep: Class 7 contains 58239 members 
Mstep: Class 8 contains 24208 members 
Mstep: Class 9 contains 10683 members 
Mstep: Class 10 contains 298682 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16070 members 
Mstep: Class 13 contains 27149 members 
Mstep: Class 14 contains 219650 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24561 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 19010 members 
Mstep: Class 19 contains 247515 members 
Mstep: Class 20 contains 8235 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8667 members 
Mstep: Class 24 contains 83352 members 
Mstep: Class 25 contains 12610 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422480.000000 Penalty: 94850.351562
Iteration 239Q: 28 clusters Score -1.614225e+08 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26545 members 
Mstep: Class 3 contains 194578 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 20899 members 
Mstep: Class 6 contains 78178 members 
Mstep: Class 7 contains 58297 members 
Mstep: Class 8 contains 24207 members 
Mstep: Class 9 contains 10688 members 
Mstep: Class 10 contains 298525 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16185 members 
Mstep: Class 13 contains 27171 members 
Mstep: Class 14 contains 219861 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24594 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 19007 members 
Mstep: Class 19 contains 247597 members 
Mstep: Class 20 contains 8233 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8669 members 
Mstep: Class 24 contains 83346 members 
Mstep: Class 25 contains 12610 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9852 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422576.000000 Penalty: 94850.351562
Iteration 240F: 28 clusters Score -1.614226e+08 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 3 contains 194151 members 
Mstep: Class 4 contains 10938 members 
Mstep: Class 5 contains 20900 members 
Mstep: Class 6 contains 78240 members 
Mstep: Class 7 contains 58358 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 10690 members 
Mstep: Class 10 contains 298407 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16319 members 
Mstep: Class 13 contains 27188 members 
Mstep: Class 14 contains 220038 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24616 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 19008 members 
Mstep: Class 19 contains 247689 members 
Mstep: Class 20 contains 8232 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3913 members 
Mstep: Class 23 contains 8671 members 
Mstep: Class 24 contains 83335 members 
Mstep: Class 25 contains 12612 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422448.000000 Penalty: 94850.351562
Iteration 241Q: 28 clusters Score -1.614224e+08 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 3 contains 193755 members 
Mstep: Class 4 contains 10938 members 
Mstep: Class 5 contains 20892 members 
Mstep: Class 6 contains 78280 members 
Mstep: Class 7 contains 58417 members 
Mstep: Class 8 contains 24201 members 
Mstep: Class 9 contains 10689 members 
Mstep: Class 10 contains 298250 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16440 members 
Mstep: Class 13 contains 27215 members 
Mstep: Class 14 contains 220231 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24644 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 19009 members 
Mstep: Class 19 contains 247801 members 
Mstep: Class 20 contains 8231 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3912 members 
Mstep: Class 23 contains 8674 members 
Mstep: Class 24 contains 83323 members 
Mstep: Class 25 contains 12613 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9838 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422336.000000 Penalty: 94850.351562
Iteration 242Q: 28 clusters Score -1.614223e+08 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 3 contains 193324 members 
Mstep: Class 4 contains 10932 members 
Mstep: Class 5 contains 20885 members 
Mstep: Class 6 contains 78348 members 
Mstep: Class 7 contains 58483 members 
Mstep: Class 8 contains 24201 members 
Mstep: Class 9 contains 10696 members 
Mstep: Class 10 contains 298104 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16592 members 
Mstep: Class 13 contains 27240 members 
Mstep: Class 14 contains 220400 members 
Mstep: Class 15 contains 2515 members 
Mstep: Class 16 contains 24674 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 19012 members 
Mstep: Class 19 contains 247900 members 
Mstep: Class 20 contains 8231 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8674 members 
Mstep: Class 24 contains 83305 members 
Mstep: Class 25 contains 12614 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9830 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422272.000000 Penalty: 94850.351562
Iteration 243Q: 28 clusters Score -1.614223e+08 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 3 contains 192902 members 
Mstep: Class 4 contains 10932 members 
Mstep: Class 5 contains 20877 members 
Mstep: Class 6 contains 78424 members 
Mstep: Class 7 contains 58554 members 
Mstep: Class 8 contains 24198 members 
Mstep: Class 9 contains 10699 members 
Mstep: Class 10 contains 297983 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16723 members 
Mstep: Class 13 contains 27250 members 
Mstep: Class 14 contains 220543 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 24710 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 19018 members 
Mstep: Class 19 contains 248007 members 
Mstep: Class 20 contains 8231 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8675 members 
Mstep: Class 24 contains 83283 members 
Mstep: Class 25 contains 12616 members 
Mstep: Class 26 contains 2292 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422160.000000 Penalty: 94850.351562
Iteration 244Q: 28 clusters Score -1.614222e+08 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 3 contains 192529 members 
Mstep: Class 4 contains 10931 members 
Mstep: Class 5 contains 20873 members 
Mstep: Class 6 contains 78482 members 
Mstep: Class 7 contains 58636 members 
Mstep: Class 8 contains 24196 members 
Mstep: Class 9 contains 10700 members 
Mstep: Class 10 contains 297728 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16864 members 
Mstep: Class 13 contains 27273 members 
Mstep: Class 14 contains 220730 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 24751 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 19018 members 
Mstep: Class 19 contains 248120 members 
Mstep: Class 20 contains 8230 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8675 members 
Mstep: Class 24 contains 83277 members 
Mstep: Class 25 contains 12618 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9811 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422064.000000 Penalty: 94850.351562
Iteration 245Q: 28 clusters Score -1.614221e+08 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26536 members 
Mstep: Class 3 contains 192249 members 
Mstep: Class 4 contains 10932 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 6 contains 78519 members 
Mstep: Class 7 contains 58702 members 
Mstep: Class 8 contains 24198 members 
Mstep: Class 9 contains 10697 members 
Mstep: Class 10 contains 297472 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 16993 members 
Mstep: Class 13 contains 27304 members 
Mstep: Class 14 contains 220899 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 24774 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 19021 members 
Mstep: Class 19 contains 248214 members 
Mstep: Class 20 contains 8229 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3911 members 
Mstep: Class 23 contains 8676 members 
Mstep: Class 24 contains 83271 members 
Mstep: Class 25 contains 12619 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421632.000000 Penalty: 94850.351562
Iteration 246Q: 28 clusters Score -1.614216e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 3 contains 191926 members 
Mstep: Class 4 contains 10935 members 
Mstep: Class 5 contains 20872 members 
Mstep: Class 6 contains 78555 members 
Mstep: Class 7 contains 58781 members 
Mstep: Class 8 contains 24196 members 
Mstep: Class 9 contains 10698 members 
Mstep: Class 10 contains 297218 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 17130 members 
Mstep: Class 13 contains 27316 members 
Mstep: Class 14 contains 221109 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 24789 members 
Mstep: Class 17 contains 5979 members 
Mstep: Class 18 contains 19022 members 
Mstep: Class 19 contains 248326 members 
Mstep: Class 20 contains 8228 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8678 members 
Mstep: Class 24 contains 83253 members 
Mstep: Class 25 contains 12619 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421408.000000 Penalty: 94850.351562
Iteration 247Q: 28 clusters Score -1.614214e+08 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26532 members 
Mstep: Class 3 contains 191599 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 20874 members 
Mstep: Class 6 contains 78590 members 
Mstep: Class 7 contains 58845 members 
Mstep: Class 8 contains 24194 members 
Mstep: Class 9 contains 10698 members 
Mstep: Class 10 contains 296905 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 17293 members 
Mstep: Class 13 contains 27339 members 
Mstep: Class 14 contains 221353 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 24818 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 19020 members 
Mstep: Class 19 contains 248439 members 
Mstep: Class 20 contains 8229 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3910 members 
Mstep: Class 23 contains 8680 members 
Mstep: Class 24 contains 83225 members 
Mstep: Class 25 contains 12620 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9792 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421840.000000 Penalty: 94850.351562
Iteration 248Q: 28 clusters Score -1.614218e+08 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26529 members 
Mstep: Class 3 contains 191242 members 
Mstep: Class 4 contains 10938 members 
Mstep: Class 5 contains 20876 members 
Mstep: Class 6 contains 78621 members 
Mstep: Class 7 contains 58945 members 
Mstep: Class 8 contains 24195 members 
Mstep: Class 9 contains 10698 members 
Mstep: Class 10 contains 296595 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 17479 members 
Mstep: Class 13 contains 27376 members 
Mstep: Class 14 contains 221615 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 24856 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 19029 members 
Mstep: Class 19 contains 248482 members 
Mstep: Class 20 contains 8228 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3909 members 
Mstep: Class 23 contains 8681 members 
Mstep: Class 24 contains 83189 members 
Mstep: Class 25 contains 12622 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 9785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421984.000000 Penalty: 94850.351562
Iteration 249Q: 28 clusters Score -1.61422e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26519 members 
Mstep: Class 3 contains 190887 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 20860 members 
Mstep: Class 6 contains 78665 members 
Mstep: Class 7 contains 59039 members 
Mstep: Class 8 contains 24191 members 
Mstep: Class 9 contains 10703 members 
Mstep: Class 10 contains 296283 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 17666 members 
Mstep: Class 13 contains 27419 members 
Mstep: Class 14 contains 221862 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 24895 members 
Mstep: Class 17 contains 5974 members 
Mstep: Class 18 contains 19033 members 
Mstep: Class 19 contains 248548 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3907 members 
Mstep: Class 23 contains 8683 members 
Mstep: Class 24 contains 83165 members 
Mstep: Class 25 contains 12624 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 9777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421776.000000 Penalty: 94850.351562
Iteration 250Q: 28 clusters Score -1.614218e+08 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 3 contains 190481 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 20853 members 
Mstep: Class 6 contains 78729 members 
Mstep: Class 7 contains 59126 members 
Mstep: Class 8 contains 24187 members 
Mstep: Class 9 contains 10704 members 
Mstep: Class 10 contains 295978 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 17879 members 
Mstep: Class 13 contains 27450 members 
Mstep: Class 14 contains 222104 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 24933 members 
Mstep: Class 17 contains 5973 members 
Mstep: Class 18 contains 19032 members 
Mstep: Class 19 contains 248626 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3906 members 
Mstep: Class 23 contains 8686 members 
Mstep: Class 24 contains 83147 members 
Mstep: Class 25 contains 12625 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 9767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421744.000000 Penalty: 94850.351562
Iteration 251Q: 28 clusters Score -1.614217e+08 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26504 members 
Mstep: Class 3 contains 190038 members 
Mstep: Class 4 contains 10945 members 
Mstep: Class 5 contains 20845 members 
Mstep: Class 6 contains 78802 members 
Mstep: Class 7 contains 59210 members 
Mstep: Class 8 contains 24183 members 
Mstep: Class 9 contains 10701 members 
Mstep: Class 10 contains 295674 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 18105 members 
Mstep: Class 13 contains 27485 members 
Mstep: Class 14 contains 222391 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 24980 members 
Mstep: Class 17 contains 5975 members 
Mstep: Class 18 contains 19039 members 
Mstep: Class 19 contains 248656 members 
Mstep: Class 20 contains 8227 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3905 members 
Mstep: Class 23 contains 8688 members 
Mstep: Class 24 contains 83131 members 
Mstep: Class 25 contains 12626 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 9758 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421648.000000 Penalty: 94850.351562
Iteration 252Q: 28 clusters Score -1.614216e+08 nChanged 2940
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26493 members 
Mstep: Class 3 contains 189621 members 
Mstep: Class 4 contains 10946 members 
Mstep: Class 5 contains 20835 members 
Mstep: Class 6 contains 78873 members 
Mstep: Class 7 contains 59292 members 
Mstep: Class 8 contains 24183 members 
Mstep: Class 9 contains 10699 members 
Mstep: Class 10 contains 295436 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 18329 members 
Mstep: Class 13 contains 27506 members 
Mstep: Class 14 contains 222605 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 25026 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 19047 members 
Mstep: Class 19 contains 248700 members 
Mstep: Class 20 contains 8231 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3902 members 
Mstep: Class 23 contains 8689 members 
Mstep: Class 24 contains 83105 members 
Mstep: Class 25 contains 12625 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 9748 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421280.000000 Penalty: 94850.351562
Iteration 253Q: 28 clusters Score -1.614213e+08 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 3 contains 189241 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 20823 members 
Mstep: Class 6 contains 78927 members 
Mstep: Class 7 contains 59380 members 
Mstep: Class 8 contains 24182 members 
Mstep: Class 9 contains 10700 members 
Mstep: Class 10 contains 295200 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 18564 members 
Mstep: Class 13 contains 27519 members 
Mstep: Class 14 contains 222776 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 25065 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 19056 members 
Mstep: Class 19 contains 248765 members 
Mstep: Class 20 contains 8232 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3896 members 
Mstep: Class 23 contains 8693 members 
Mstep: Class 24 contains 83083 members 
Mstep: Class 25 contains 12625 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 9733 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421424.000000 Penalty: 94850.351562
Iteration 254Q: 28 clusters Score -1.614214e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 3 contains 188852 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 20818 members 
Mstep: Class 6 contains 78983 members 
Mstep: Class 7 contains 59467 members 
Mstep: Class 8 contains 24184 members 
Mstep: Class 9 contains 10701 members 
Mstep: Class 10 contains 295032 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 18775 members 
Mstep: Class 13 contains 27536 members 
Mstep: Class 14 contains 222917 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 25093 members 
Mstep: Class 17 contains 5977 members 
Mstep: Class 18 contains 19065 members 
Mstep: Class 19 contains 248801 members 
Mstep: Class 20 contains 8233 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3892 members 
Mstep: Class 23 contains 8693 members 
Mstep: Class 24 contains 83075 members 
Mstep: Class 25 contains 12624 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 9716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421408.000000 Penalty: 94850.351562
Iteration 255Q: 28 clusters Score -1.614214e+08 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26483 members 
Mstep: Class 3 contains 188399 members 
Mstep: Class 4 contains 10940 members 
Mstep: Class 5 contains 20819 members 
Mstep: Class 6 contains 79025 members 
Mstep: Class 7 contains 59541 members 
Mstep: Class 8 contains 24182 members 
Mstep: Class 9 contains 10705 members 
Mstep: Class 10 contains 294874 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 19033 members 
Mstep: Class 13 contains 27557 members 
Mstep: Class 14 contains 223057 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 25118 members 
Mstep: Class 17 contains 5976 members 
Mstep: Class 18 contains 19069 members 
Mstep: Class 19 contains 248893 members 
Mstep: Class 20 contains 8234 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3886 members 
Mstep: Class 23 contains 8696 members 
Mstep: Class 24 contains 83060 members 
Mstep: Class 25 contains 12623 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 9697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421360.000000 Penalty: 94850.351562
Iteration 256Q: 28 clusters Score -1.614214e+08 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26480 members 
Mstep: Class 3 contains 187986 members 
Mstep: Class 4 contains 10936 members 
Mstep: Class 5 contains 20814 members 
Mstep: Class 6 contains 79096 members 
Mstep: Class 7 contains 59633 members 
Mstep: Class 8 contains 24182 members 
Mstep: Class 9 contains 10715 members 
Mstep: Class 10 contains 294661 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 19285 members 
Mstep: Class 13 contains 27594 members 
Mstep: Class 14 contains 223135 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 25157 members 
Mstep: Class 17 contains 5978 members 
Mstep: Class 18 contains 19076 members 
Mstep: Class 19 contains 248967 members 
Mstep: Class 20 contains 8233 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3886 members 
Mstep: Class 23 contains 8697 members 
Mstep: Class 24 contains 83057 members 
Mstep: Class 25 contains 12623 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9679 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421152.000000 Penalty: 94850.351562
Iteration 257Q: 28 clusters Score -1.614212e+08 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26479 members 
Mstep: Class 3 contains 187593 members 
Mstep: Class 4 contains 10939 members 
Mstep: Class 5 contains 20810 members 
Mstep: Class 6 contains 79164 members 
Mstep: Class 7 contains 59716 members 
Mstep: Class 8 contains 24185 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 294386 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 19548 members 
Mstep: Class 13 contains 27624 members 
Mstep: Class 14 contains 223222 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 25205 members 
Mstep: Class 17 contains 5980 members 
Mstep: Class 18 contains 19083 members 
Mstep: Class 19 contains 249059 members 
Mstep: Class 20 contains 8236 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3885 members 
Mstep: Class 23 contains 8695 members 
Mstep: Class 24 contains 83055 members 
Mstep: Class 25 contains 12625 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421568.000000 Penalty: 94850.351562
Iteration 258Q: 28 clusters Score -1.614216e+08 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 3 contains 187265 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 20806 members 
Mstep: Class 6 contains 79227 members 
Mstep: Class 7 contains 59795 members 
Mstep: Class 8 contains 24188 members 
Mstep: Class 9 contains 10719 members 
Mstep: Class 10 contains 294119 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 19816 members 
Mstep: Class 13 contains 27663 members 
Mstep: Class 14 contains 223307 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 25232 members 
Mstep: Class 17 contains 5980 members 
Mstep: Class 18 contains 19083 members 
Mstep: Class 19 contains 249137 members 
Mstep: Class 20 contains 8236 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3881 members 
Mstep: Class 23 contains 8696 members 
Mstep: Class 24 contains 83042 members 
Mstep: Class 25 contains 12626 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9640 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421568.000000 Penalty: 94850.351562
Iteration 259Q: 28 clusters Score -1.614216e+08 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 3 contains 186998 members 
Mstep: Class 4 contains 10943 members 
Mstep: Class 5 contains 20811 members 
Mstep: Class 6 contains 79292 members 
Mstep: Class 7 contains 59868 members 
Mstep: Class 8 contains 24191 members 
Mstep: Class 9 contains 10723 members 
Mstep: Class 10 contains 293749 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 20161 members 
Mstep: Class 13 contains 27709 members 
Mstep: Class 14 contains 223363 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 25272 members 
Mstep: Class 17 contains 5983 members 
Mstep: Class 18 contains 19085 members 
Mstep: Class 19 contains 249187 members 
Mstep: Class 20 contains 8236 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3879 members 
Mstep: Class 23 contains 8696 members 
Mstep: Class 24 contains 83017 members 
Mstep: Class 25 contains 12626 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421296.000000 Penalty: 94850.351562
Iteration 260F: 28 clusters Score -1.614213e+08 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26453 members 
Mstep: Class 3 contains 186654 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 20807 members 
Mstep: Class 6 contains 79355 members 
Mstep: Class 7 contains 59966 members 
Mstep: Class 8 contains 24191 members 
Mstep: Class 9 contains 10733 members 
Mstep: Class 10 contains 293382 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 20502 members 
Mstep: Class 13 contains 27760 members 
Mstep: Class 14 contains 223472 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 25322 members 
Mstep: Class 17 contains 5986 members 
Mstep: Class 18 contains 19091 members 
Mstep: Class 19 contains 249231 members 
Mstep: Class 20 contains 8238 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3876 members 
Mstep: Class 23 contains 8699 members 
Mstep: Class 24 contains 82977 members 
Mstep: Class 25 contains 12624 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421904.000000 Penalty: 94850.351562
Iteration 261Q: 28 clusters Score -1.614219e+08 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 3 contains 186339 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 20807 members 
Mstep: Class 6 contains 79417 members 
Mstep: Class 7 contains 60048 members 
Mstep: Class 8 contains 24193 members 
Mstep: Class 9 contains 10734 members 
Mstep: Class 10 contains 293043 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 20833 members 
Mstep: Class 13 contains 27816 members 
Mstep: Class 14 contains 223606 members 
Mstep: Class 15 contains 2516 members 
Mstep: Class 16 contains 25341 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 19094 members 
Mstep: Class 19 contains 249252 members 
Mstep: Class 20 contains 8237 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3873 members 
Mstep: Class 23 contains 8701 members 
Mstep: Class 24 contains 82942 members 
Mstep: Class 25 contains 12623 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420976.000000 Penalty: 94850.351562
Iteration 262Q: 28 clusters Score -1.61421e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26449 members 
Mstep: Class 3 contains 186045 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 20803 members 
Mstep: Class 6 contains 79474 members 
Mstep: Class 7 contains 60141 members 
Mstep: Class 8 contains 24194 members 
Mstep: Class 9 contains 10739 members 
Mstep: Class 10 contains 292658 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 21194 members 
Mstep: Class 13 contains 27870 members 
Mstep: Class 14 contains 223752 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 25368 members 
Mstep: Class 17 contains 5984 members 
Mstep: Class 18 contains 19096 members 
Mstep: Class 19 contains 249245 members 
Mstep: Class 20 contains 8238 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3870 members 
Mstep: Class 23 contains 8702 members 
Mstep: Class 24 contains 82907 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421104.000000 Penalty: 94850.351562
Iteration 263Q: 28 clusters Score -1.614211e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 3 contains 185683 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 20807 members 
Mstep: Class 6 contains 79529 members 
Mstep: Class 7 contains 60214 members 
Mstep: Class 8 contains 24197 members 
Mstep: Class 9 contains 10741 members 
Mstep: Class 10 contains 292366 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 21572 members 
Mstep: Class 13 contains 27931 members 
Mstep: Class 14 contains 223814 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 25404 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 19097 members 
Mstep: Class 19 contains 249250 members 
Mstep: Class 20 contains 8238 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3866 members 
Mstep: Class 23 contains 8701 members 
Mstep: Class 24 contains 82911 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421104.000000 Penalty: 94850.351562
Iteration 264Q: 28 clusters Score -1.614211e+08 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26439 members 
Mstep: Class 3 contains 185353 members 
Mstep: Class 4 contains 10943 members 
Mstep: Class 5 contains 20797 members 
Mstep: Class 6 contains 79595 members 
Mstep: Class 7 contains 60309 members 
Mstep: Class 8 contains 24199 members 
Mstep: Class 9 contains 10743 members 
Mstep: Class 10 contains 292053 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 21941 members 
Mstep: Class 13 contains 28000 members 
Mstep: Class 14 contains 223880 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 25421 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 19096 members 
Mstep: Class 19 contains 249258 members 
Mstep: Class 20 contains 8239 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3860 members 
Mstep: Class 23 contains 8701 members 
Mstep: Class 24 contains 82905 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421376.000000 Penalty: 94850.351562
Iteration 265Q: 28 clusters Score -1.614214e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 3 contains 185041 members 
Mstep: Class 4 contains 10943 members 
Mstep: Class 5 contains 20798 members 
Mstep: Class 6 contains 79643 members 
Mstep: Class 7 contains 60411 members 
Mstep: Class 8 contains 24200 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 291644 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 22362 members 
Mstep: Class 13 contains 28068 members 
Mstep: Class 14 contains 223936 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 25453 members 
Mstep: Class 17 contains 5988 members 
Mstep: Class 18 contains 19099 members 
Mstep: Class 19 contains 249293 members 
Mstep: Class 20 contains 8242 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3852 members 
Mstep: Class 23 contains 8702 members 
Mstep: Class 24 contains 82890 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 9509 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421408.000000 Penalty: 94850.351562
Iteration 266Q: 28 clusters Score -1.614214e+08 nChanged 2995
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26430 members 
Mstep: Class 3 contains 184815 members 
Mstep: Class 4 contains 10943 members 
Mstep: Class 5 contains 20788 members 
Mstep: Class 6 contains 79693 members 
Mstep: Class 7 contains 60494 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 10738 members 
Mstep: Class 10 contains 291151 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 22788 members 
Mstep: Class 13 contains 28140 members 
Mstep: Class 14 contains 223985 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 25494 members 
Mstep: Class 17 contains 5988 members 
Mstep: Class 18 contains 19099 members 
Mstep: Class 19 contains 249336 members 
Mstep: Class 20 contains 8244 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 8702 members 
Mstep: Class 24 contains 82881 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 9488 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421280.000000 Penalty: 94850.351562
Iteration 267Q: 28 clusters Score -1.614213e+08 nChanged 3094
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26427 members 
Mstep: Class 3 contains 184544 members 
Mstep: Class 4 contains 10942 members 
Mstep: Class 5 contains 20785 members 
Mstep: Class 6 contains 79744 members 
Mstep: Class 7 contains 60559 members 
Mstep: Class 8 contains 24204 members 
Mstep: Class 9 contains 10741 members 
Mstep: Class 10 contains 290696 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 23252 members 
Mstep: Class 13 contains 28201 members 
Mstep: Class 14 contains 224043 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 25538 members 
Mstep: Class 17 contains 5986 members 
Mstep: Class 18 contains 19093 members 
Mstep: Class 19 contains 249364 members 
Mstep: Class 20 contains 8245 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3850 members 
Mstep: Class 23 contains 8702 members 
Mstep: Class 24 contains 82864 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 9469 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421568.000000 Penalty: 94850.351562
Iteration 268Q: 28 clusters Score -1.614216e+08 nChanged 3122
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26428 members 
Mstep: Class 3 contains 184267 members 
Mstep: Class 4 contains 10941 members 
Mstep: Class 5 contains 20784 members 
Mstep: Class 6 contains 79794 members 
Mstep: Class 7 contains 60634 members 
Mstep: Class 8 contains 24203 members 
Mstep: Class 9 contains 10747 members 
Mstep: Class 10 contains 290164 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 23707 members 
Mstep: Class 13 contains 28238 members 
Mstep: Class 14 contains 224103 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 25607 members 
Mstep: Class 17 contains 5988 members 
Mstep: Class 18 contains 19092 members 
Mstep: Class 19 contains 249428 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3850 members 
Mstep: Class 23 contains 8703 members 
Mstep: Class 24 contains 82872 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9450 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421600.000000 Penalty: 94850.351562
Iteration 269Q: 28 clusters Score -1.614216e+08 nChanged 3167
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 3 contains 184089 members 
Mstep: Class 4 contains 10940 members 
Mstep: Class 5 contains 20773 members 
Mstep: Class 6 contains 79871 members 
Mstep: Class 7 contains 60691 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 10753 members 
Mstep: Class 10 contains 289527 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 24153 members 
Mstep: Class 13 contains 28287 members 
Mstep: Class 14 contains 224178 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 25687 members 
Mstep: Class 17 contains 5987 members 
Mstep: Class 18 contains 19092 members 
Mstep: Class 19 contains 249490 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3849 members 
Mstep: Class 23 contains 8705 members 
Mstep: Class 24 contains 82877 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421664.000000 Penalty: 94850.351562
Iteration 270Q: 28 clusters Score -1.614217e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26419 members 
Mstep: Class 3 contains 183964 members 
Mstep: Class 4 contains 10940 members 
Mstep: Class 5 contains 20771 members 
Mstep: Class 6 contains 79949 members 
Mstep: Class 7 contains 60779 members 
Mstep: Class 8 contains 24199 members 
Mstep: Class 9 contains 10757 members 
Mstep: Class 10 contains 288697 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 24637 members 
Mstep: Class 13 contains 28341 members 
Mstep: Class 14 contains 224323 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 25792 members 
Mstep: Class 17 contains 5989 members 
Mstep: Class 18 contains 19091 members 
Mstep: Class 19 contains 249524 members 
Mstep: Class 20 contains 8247 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3852 members 
Mstep: Class 23 contains 8707 members 
Mstep: Class 24 contains 82873 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9397 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161421312.000000 Penalty: 94850.351562
Iteration 271Q: 28 clusters Score -1.614213e+08 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26416 members 
Mstep: Class 3 contains 183871 members 
Mstep: Class 4 contains 10943 members 
Mstep: Class 5 contains 20766 members 
Mstep: Class 6 contains 80066 members 
Mstep: Class 7 contains 60866 members 
Mstep: Class 8 contains 24202 members 
Mstep: Class 9 contains 10758 members 
Mstep: Class 10 contains 287692 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 25191 members 
Mstep: Class 13 contains 28401 members 
Mstep: Class 14 contains 224504 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 25890 members 
Mstep: Class 17 contains 5987 members 
Mstep: Class 18 contains 19088 members 
Mstep: Class 19 contains 249578 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 8708 members 
Mstep: Class 24 contains 82859 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 9367 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420608.000000 Penalty: 94850.351562
Iteration 272Q: 28 clusters Score -1.614206e+08 nChanged 3529
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 3 contains 183788 members 
Mstep: Class 4 contains 10944 members 
Mstep: Class 5 contains 20757 members 
Mstep: Class 6 contains 80184 members 
Mstep: Class 7 contains 60989 members 
Mstep: Class 8 contains 24205 members 
Mstep: Class 9 contains 10763 members 
Mstep: Class 10 contains 286447 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 25815 members 
Mstep: Class 13 contains 28455 members 
Mstep: Class 14 contains 224737 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 25981 members 
Mstep: Class 17 contains 5987 members 
Mstep: Class 18 contains 19089 members 
Mstep: Class 19 contains 249674 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 8709 members 
Mstep: Class 24 contains 82883 members 
Mstep: Class 25 contains 12621 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 9335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420544.000000 Penalty: 94850.351562
Iteration 273Q: 28 clusters Score -1.614205e+08 nChanged 3648
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26410 members 
Mstep: Class 3 contains 183786 members 
Mstep: Class 4 contains 10947 members 
Mstep: Class 5 contains 20750 members 
Mstep: Class 6 contains 80323 members 
Mstep: Class 7 contains 61097 members 
Mstep: Class 8 contains 24204 members 
Mstep: Class 9 contains 10767 members 
Mstep: Class 10 contains 284991 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 26523 members 
Mstep: Class 13 contains 28516 members 
Mstep: Class 14 contains 225005 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 26070 members 
Mstep: Class 17 contains 5986 members 
Mstep: Class 18 contains 19096 members 
Mstep: Class 19 contains 249753 members 
Mstep: Class 20 contains 8248 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3847 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 82914 members 
Mstep: Class 25 contains 12622 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 9304 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420016.000000 Penalty: 94850.351562
Iteration 274Q: 28 clusters Score -1.6142e+08 nChanged 3943
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 3 contains 183767 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20750 members 
Mstep: Class 6 contains 80486 members 
Mstep: Class 7 contains 61213 members 
Mstep: Class 8 contains 24204 members 
Mstep: Class 9 contains 10771 members 
Mstep: Class 10 contains 283257 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 27285 members 
Mstep: Class 13 contains 28598 members 
Mstep: Class 14 contains 225326 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 26175 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 19098 members 
Mstep: Class 19 contains 249973 members 
Mstep: Class 20 contains 8250 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3845 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 82922 members 
Mstep: Class 25 contains 12622 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161419824.000000 Penalty: 94850.351562
Iteration 275Q: 28 clusters Score -1.614198e+08 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26402 members 
Mstep: Class 3 contains 183778 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 20754 members 
Mstep: Class 6 contains 80645 members 
Mstep: Class 7 contains 61359 members 
Mstep: Class 8 contains 24207 members 
Mstep: Class 9 contains 10773 members 
Mstep: Class 10 contains 281342 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 28030 members 
Mstep: Class 13 contains 28686 members 
Mstep: Class 14 contains 225720 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 26296 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 19102 members 
Mstep: Class 19 contains 250247 members 
Mstep: Class 20 contains 8250 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3846 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 82920 members 
Mstep: Class 25 contains 12622 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 9243 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161419264.000000 Penalty: 94850.351562
Iteration 276Q: 28 clusters Score -1.614193e+08 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26397 members 
Mstep: Class 3 contains 183893 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 20756 members 
Mstep: Class 6 contains 80801 members 
Mstep: Class 7 contains 61500 members 
Mstep: Class 8 contains 24211 members 
Mstep: Class 9 contains 10775 members 
Mstep: Class 10 contains 279228 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 28836 members 
Mstep: Class 13 contains 28776 members 
Mstep: Class 14 contains 226093 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 26425 members 
Mstep: Class 17 contains 5985 members 
Mstep: Class 18 contains 19107 members 
Mstep: Class 19 contains 250608 members 
Mstep: Class 20 contains 8251 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3843 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 82878 members 
Mstep: Class 25 contains 12624 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 9220 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161419136.000000 Penalty: 94850.351562
Iteration 277Q: 28 clusters Score -1.614191e+08 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 3 contains 184060 members 
Mstep: Class 4 contains 10946 members 
Mstep: Class 5 contains 20755 members 
Mstep: Class 6 contains 80966 members 
Mstep: Class 7 contains 61658 members 
Mstep: Class 8 contains 24212 members 
Mstep: Class 9 contains 10781 members 
Mstep: Class 10 contains 276937 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 29706 members 
Mstep: Class 13 contains 28852 members 
Mstep: Class 14 contains 226507 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 26580 members 
Mstep: Class 17 contains 5989 members 
Mstep: Class 18 contains 19110 members 
Mstep: Class 19 contains 250946 members 
Mstep: Class 20 contains 8250 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3842 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 82850 members 
Mstep: Class 25 contains 12625 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 9195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161418080.000000 Penalty: 94850.351562
Iteration 278Q: 28 clusters Score -1.614181e+08 nChanged 4620
Entering ConstructFrom: 
Score: -161418080.000000 Penalty: 94850.351562
Entering ConstructFrom: 
Trying to split cluster 1 (26381 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26381 members 
Entering Unmasked Estep 
Score: -2961262.000000 Penalty: 2524.739014
	Iteration 0F: 2 clusters Score -2961262 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 13293 members 
Entering Unmasked Estep 
Score: -2943037.750000 Penalty: 5049.478027
	Iteration 0F: 3 clusters Score -2943038 nChanged 11811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12375 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -2949386.750000 Penalty: 5049.478027
	Iteration 1F: 3 clusters Score -2949387 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 14460 members 
Entering Unmasked Estep 
Score: -2949889.000000 Penalty: 5049.478027
	Iteration 2F: 3 clusters Score -2949889 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11244 members 
Mstep: Class 2 contains 15137 members 
Entering Unmasked Estep 
Score: -2950369.500000 Penalty: 5049.478027
	Iteration 3Q: 3 clusters Score -2950370 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -2950897.000000 Penalty: 5049.478027
	Iteration 4Q: 3 clusters Score -2950897 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -2951577.750000 Penalty: 5049.478027
	Iteration 5F: 3 clusters Score -2951578 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2952470.750000 Penalty: 5049.478027
	Iteration 6F: 3 clusters Score -2952471 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -2953723.000000 Penalty: 5049.478027
	Iteration 7F: 3 clusters Score -2953723 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -2955210.500000 Penalty: 5049.478027
	Iteration 8F: 3 clusters Score -2955210 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2956705.000000 Penalty: 5049.478027
	Iteration 9F: 3 clusters Score -2956705 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 24559 members 
Entering Unmasked Estep 
Score: -2957817.750000 Penalty: 5049.478027
	Iteration 10Q: 3 clusters Score -2957818 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -2958435.500000 Penalty: 5049.478027
	Iteration 11Q: 3 clusters Score -2958436 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -2958743.500000 Penalty: 5049.478027
	Iteration 12Q: 3 clusters Score -2958744 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 25606 members 
Entering Unmasked Estep 
Score: -2958899.000000 Penalty: 5049.478027
	Iteration 13Q: 3 clusters Score -2958899 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -2959015.250000 Penalty: 5049.478027
	Iteration 14Q: 3 clusters Score -2959015 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 25752 members 
Entering Unmasked Estep 
Score: -2959080.250000 Penalty: 5049.478027
	Iteration 15Q: 3 clusters Score -2959080 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 25784 members 
Entering Unmasked Estep 
Score: -2959125.250000 Penalty: 5049.478027
	Iteration 16Q: 3 clusters Score -2959125 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -2959150.250000 Penalty: 5049.478027
	Iteration 17Q: 3 clusters Score -2959150 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -2959169.000000 Penalty: 5049.478027
	Iteration 18Q: 3 clusters Score -2959169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 25836 members 
Entering Unmasked Estep 
Score: -2959193.000000 Penalty: 5049.478027
	Iteration 19Q: 3 clusters Score -2959193 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -2959206.000000 Penalty: 5049.478027
	Iteration 20F: 3 clusters Score -2959206 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -2959208.750000 Penalty: 5049.478027
	Iteration 21Q: 3 clusters Score -2959209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -2959219.250000 Penalty: 5049.478027
	Iteration 22Q: 3 clusters Score -2959219 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 25866 members 
Entering Unmasked Estep 
Score: -2959228.250000 Penalty: 5049.478027
	Iteration 23Q: 3 clusters Score -2959228 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -2959238.500000 Penalty: 5049.478027
	Iteration 24Q: 3 clusters Score -2959238 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 25877 members 
Entering Unmasked Estep 
Score: -2959239.500000 Penalty: 5049.478027
	Iteration 25Q: 3 clusters Score -2959240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -2959248.250000 Penalty: 5049.478027
	Iteration 26Q: 3 clusters Score -2959248 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 25886 members 
Entering Unmasked Estep 
Score: -2959252.250000 Penalty: 5049.478027
	Iteration 27Q: 3 clusters Score -2959252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 25887 members 
Entering Unmasked Estep 
Score: -2959255.750000 Penalty: 5049.478027
	Iteration 28Q: 3 clusters Score -2959256 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 25888 members 
Entering Unmasked Estep 
Score: -2959257.500000 Penalty: 5049.478027
	Iteration 29Q: 3 clusters Score -2959258 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2959264.500000 Penalty: 5049.478027
	Iteration 30Q: 3 clusters Score -2959264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2959262.500000 Penalty: 5049.478027
	Iteration 31Q: 3 clusters Score -2959262 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -2959262.500000 Penalty: 5049.478027
	Iteration 32F: 3 clusters Score -2959262 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (184274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184274 members 
Entering Unmasked Estep 
Score: -21691736.000000 Penalty: 3006.796387
	Iteration 0F: 2 clusters Score -2.169174e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92049 members 
Mstep: Class 2 contains 92225 members 
Entering Unmasked Estep 
Score: -21572304.000000 Penalty: 6013.592773
	Iteration 0F: 3 clusters Score -2.15723e+07 nChanged 88616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90475 members 
Mstep: Class 2 contains 93799 members 
Entering Unmasked Estep 
Score: -21624456.000000 Penalty: 6013.592773
	Iteration 1F: 3 clusters Score -2.162446e+07 nChanged 5929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89064 members 
Mstep: Class 2 contains 95210 members 
Entering Unmasked Estep 
Score: -21626238.000000 Penalty: 6013.592773
	Iteration 2Q: 3 clusters Score -2.162624e+07 nChanged 7309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86643 members 
Mstep: Class 2 contains 97631 members 
Entering Unmasked Estep 
Score: -21629012.000000 Penalty: 6013.592773
	Iteration 3Q: 3 clusters Score -2.162901e+07 nChanged 9607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82588 members 
Mstep: Class 2 contains 101686 members 
Entering Unmasked Estep 
Score: -21634296.000000 Penalty: 6013.592773
	Iteration 4F: 3 clusters Score -2.16343e+07 nChanged 12504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76468 members 
Mstep: Class 2 contains 107806 members 
Entering Unmasked Estep 
Score: -21643376.000000 Penalty: 6013.592773
	Iteration 5F: 3 clusters Score -2.164338e+07 nChanged 15094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68374 members 
Mstep: Class 2 contains 115900 members 
Entering Unmasked Estep 
Score: -21656188.000000 Penalty: 6013.592773
	Iteration 6F: 3 clusters Score -2.165619e+07 nChanged 15146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60338 members 
Mstep: Class 2 contains 123936 members 
Entering Unmasked Estep 
Score: -21670662.000000 Penalty: 6013.592773
	Iteration 7F: 3 clusters Score -2.167066e+07 nChanged 11762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 129296 members 
Entering Unmasked Estep 
Score: -21680326.000000 Penalty: 6013.592773
	Iteration 8F: 3 clusters Score -2.168033e+07 nChanged 6942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51932 members 
Mstep: Class 2 contains 132342 members 
Entering Unmasked Estep 
Score: -21683632.000000 Penalty: 6013.592773
	Iteration 9Q: 3 clusters Score -2.168363e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49696 members 
Mstep: Class 2 contains 134578 members 
Entering Unmasked Estep 
Score: -21684886.000000 Penalty: 6013.592773
	Iteration 10Q: 3 clusters Score -2.168489e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47753 members 
Mstep: Class 2 contains 136521 members 
Entering Unmasked Estep 
Score: -21685730.000000 Penalty: 6013.592773
	Iteration 11Q: 3 clusters Score -2.168573e+07 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45885 members 
Mstep: Class 2 contains 138389 members 
Entering Unmasked Estep 
Score: -21686382.000000 Penalty: 6013.592773
	Iteration 12Q: 3 clusters Score -2.168638e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44168 members 
Mstep: Class 2 contains 140106 members 
Entering Unmasked Estep 
Score: -21686908.000000 Penalty: 6013.592773
	Iteration 13Q: 3 clusters Score -2.168691e+07 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42476 members 
Mstep: Class 2 contains 141798 members 
Entering Unmasked Estep 
Score: -21687358.000000 Penalty: 6013.592773
	Iteration 14Q: 3 clusters Score -2.168736e+07 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 143446 members 
Entering Unmasked Estep 
Score: -21687756.000000 Penalty: 6013.592773
	Iteration 15Q: 3 clusters Score -2.168776e+07 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 145020 members 
Entering Unmasked Estep 
Score: -21687972.000000 Penalty: 6013.592773
	Iteration 16Q: 3 clusters Score -2.168797e+07 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37772 members 
Mstep: Class 2 contains 146502 members 
Entering Unmasked Estep 
Score: -21688248.000000 Penalty: 6013.592773
	Iteration 17Q: 3 clusters Score -2.168825e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36362 members 
Mstep: Class 2 contains 147912 members 
Entering Unmasked Estep 
Score: -21688500.000000 Penalty: 6013.592773
	Iteration 18Q: 3 clusters Score -2.16885e+07 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34771 members 
Mstep: Class 2 contains 149503 members 
Entering Unmasked Estep 
Score: -21688718.000000 Penalty: 6013.592773
	Iteration 19Q: 3 clusters Score -2.168872e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33018 members 
Mstep: Class 2 contains 151256 members 
Entering Unmasked Estep 
Score: -21688936.000000 Penalty: 6013.592773
	Iteration 20F: 3 clusters Score -2.168894e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30971 members 
Mstep: Class 2 contains 153303 members 
Entering Unmasked Estep 
Score: -21689006.000000 Penalty: 6013.592773
	Iteration 21Q: 3 clusters Score -2.168901e+07 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 155624 members 
Entering Unmasked Estep 
Score: -21689122.000000 Penalty: 6013.592773
	Iteration 22Q: 3 clusters Score -2.168912e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 158179 members 
Entering Unmasked Estep 
Score: -21689318.000000 Penalty: 6013.592773
	Iteration 23Q: 3 clusters Score -2.168932e+07 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23334 members 
Mstep: Class 2 contains 160940 members 
Entering Unmasked Estep 
Score: -21689372.000000 Penalty: 6013.592773
	Iteration 24Q: 3 clusters Score -2.168937e+07 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20494 members 
Mstep: Class 2 contains 163780 members 
Entering Unmasked Estep 
Score: -21689506.000000 Penalty: 6013.592773
	Iteration 25Q: 3 clusters Score -2.168951e+07 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 166609 members 
Entering Unmasked Estep 
Score: -21689604.000000 Penalty: 6013.592773
	Iteration 26Q: 3 clusters Score -2.16896e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14911 members 
Mstep: Class 2 contains 169363 members 
Entering Unmasked Estep 
Score: -21689738.000000 Penalty: 6013.592773
	Iteration 27Q: 3 clusters Score -2.168974e+07 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 171908 members 
Entering Unmasked Estep 
Score: -21689846.000000 Penalty: 6013.592773
	Iteration 28Q: 3 clusters Score -2.168985e+07 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 174126 members 
Entering Unmasked Estep 
Score: -21689958.000000 Penalty: 6013.592773
	Iteration 29Q: 3 clusters Score -2.168996e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 176000 members 
Entering Unmasked Estep 
Score: -21690040.000000 Penalty: 6013.592773
	Iteration 30Q: 3 clusters Score -2.169004e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 177544 members 
Entering Unmasked Estep 
Score: -21690054.000000 Penalty: 6013.592773
	Iteration 31Q: 3 clusters Score -2.169005e+07 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 178768 members 
Entering Unmasked Estep 
Score: -21690004.000000 Penalty: 6013.592773
	Iteration 32Q: 3 clusters Score -2.169e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 179718 members 
Entering Unmasked Estep 
Score: -21689958.000000 Penalty: 6013.592773
	Iteration 33Q: 3 clusters Score -2.168996e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 180476 members 
Entering Unmasked Estep 
Score: -21689896.000000 Penalty: 6013.592773
	Iteration 34Q: 3 clusters Score -2.16899e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 181039 members 
Entering Unmasked Estep 
Score: -21689912.000000 Penalty: 6013.592773
	Iteration 35Q: 3 clusters Score -2.168991e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 181450 members 
Entering Unmasked Estep 
Score: -21689872.000000 Penalty: 6013.592773
	Iteration 36Q: 3 clusters Score -2.168987e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 181768 members 
Entering Unmasked Estep 
Score: -21689852.000000 Penalty: 6013.592773
	Iteration 37Q: 3 clusters Score -2.168985e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 182009 members 
Entering Unmasked Estep 
Score: -21689800.000000 Penalty: 6013.592773
	Iteration 38Q: 3 clusters Score -2.16898e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 182174 members 
Entering Unmasked Estep 
Score: -21689834.000000 Penalty: 6013.592773
	Iteration 39Q: 3 clusters Score -2.168983e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 182280 members 
Entering Unmasked Estep 
Score: -21689818.000000 Penalty: 6013.592773
	Iteration 40F: 3 clusters Score -2.168982e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 182515 members 
Entering Unmasked Estep 
Score: -21689742.000000 Penalty: 6013.592773
	Iteration 41Q: 3 clusters Score -2.168974e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 182690 members 
Entering Unmasked Estep 
Score: -21689768.000000 Penalty: 6013.592773
	Iteration 42Q: 3 clusters Score -2.168977e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 182819 members 
Entering Unmasked Estep 
Score: -21689720.000000 Penalty: 6013.592773
	Iteration 43Q: 3 clusters Score -2.168972e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 182922 members 
Entering Unmasked Estep 
Score: -21689722.000000 Penalty: 6013.592773
	Iteration 44Q: 3 clusters Score -2.168972e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 183011 members 
Entering Unmasked Estep 
Score: -21689738.000000 Penalty: 6013.592773
	Iteration 45Q: 3 clusters Score -2.168974e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 183089 members 
Entering Unmasked Estep 
Score: -21689712.000000 Penalty: 6013.592773
	Iteration 46Q: 3 clusters Score -2.168971e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 183141 members 
Entering Unmasked Estep 
Score: -21689686.000000 Penalty: 6013.592773
	Iteration 47Q: 3 clusters Score -2.168969e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 183190 members 
Entering Unmasked Estep 
Score: -21689674.000000 Penalty: 6013.592773
	Iteration 48Q: 3 clusters Score -2.168967e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 183236 members 
Entering Unmasked Estep 
Score: -21689674.000000 Penalty: 6013.592773
	Iteration 49Q: 3 clusters Score -2.168967e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 183271 members 
Entering Unmasked Estep 
Score: -21689664.000000 Penalty: 6013.592773
	Iteration 50Q: 3 clusters Score -2.168966e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 183299 members 
Entering Unmasked Estep 
Score: -21689666.000000 Penalty: 6013.592773
	Iteration 51Q: 3 clusters Score -2.168967e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 183326 members 
Entering Unmasked Estep 
Score: -21689654.000000 Penalty: 6013.592773
	Iteration 52Q: 3 clusters Score -2.168965e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 183345 members 
Entering Unmasked Estep 
Score: -21689652.000000 Penalty: 6013.592773
	Iteration 53Q: 3 clusters Score -2.168965e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 183366 members 
Entering Unmasked Estep 
Score: -21689648.000000 Penalty: 6013.592773
	Iteration 54Q: 3 clusters Score -2.168965e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 183381 members 
Entering Unmasked Estep 
Score: -21689650.000000 Penalty: 6013.592773
	Iteration 55Q: 3 clusters Score -2.168965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 183397 members 
Entering Unmasked Estep 
Score: -21689654.000000 Penalty: 6013.592773
	Iteration 56Q: 3 clusters Score -2.168965e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 183413 members 
Entering Unmasked Estep 
Score: -21689644.000000 Penalty: 6013.592773
	Iteration 57Q: 3 clusters Score -2.168964e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 183430 members 
Entering Unmasked Estep 
Score: -21689618.000000 Penalty: 6013.592773
	Iteration 58Q: 3 clusters Score -2.168962e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 183442 members 
Entering Unmasked Estep 
Score: -21689620.000000 Penalty: 6013.592773
	Iteration 59Q: 3 clusters Score -2.168962e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 183450 members 
Entering Unmasked Estep 
Score: -21689610.000000 Penalty: 6013.592773
	Iteration 60F: 3 clusters Score -2.168961e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 183460 members 
Entering Unmasked Estep 
Score: -21689590.000000 Penalty: 6013.592773
	Iteration 61Q: 3 clusters Score -2.168959e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 183471 members 
Entering Unmasked Estep 
Score: -21689590.000000 Penalty: 6013.592773
	Iteration 62Q: 3 clusters Score -2.168959e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 183480 members 
Entering Unmasked Estep 
Score: -21689600.000000 Penalty: 6013.592773
	Iteration 63Q: 3 clusters Score -2.16896e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 183487 members 
Entering Unmasked Estep 
Score: -21689616.000000 Penalty: 6013.592773
	Iteration 64Q: 3 clusters Score -2.168962e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 183491 members 
Entering Unmasked Estep 
Score: -21689610.000000 Penalty: 6013.592773
	Iteration 65Q: 3 clusters Score -2.168961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 183493 members 
Entering Unmasked Estep 
Score: -21689596.000000 Penalty: 6013.592773
	Iteration 66Q: 3 clusters Score -2.16896e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 183495 members 
Entering Unmasked Estep 
Score: -21689606.000000 Penalty: 6013.592773
	Iteration 67Q: 3 clusters Score -2.168961e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 183500 members 
Entering Unmasked Estep 
Score: -21689602.000000 Penalty: 6013.592773
	Iteration 68Q: 3 clusters Score -2.16896e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 183504 members 
Entering Unmasked Estep 
Score: -21689594.000000 Penalty: 6013.592773
	Iteration 69Q: 3 clusters Score -2.168959e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 183512 members 
Entering Unmasked Estep 
Score: -21689608.000000 Penalty: 6013.592773
	Iteration 70Q: 3 clusters Score -2.168961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 183516 members 
Entering Unmasked Estep 
Score: -21689610.000000 Penalty: 6013.592773
	Iteration 71Q: 3 clusters Score -2.168961e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 183518 members 
Entering Unmasked Estep 
Score: -21689610.000000 Penalty: 6013.592773
	Iteration 72Q: 3 clusters Score -2.168961e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 183522 members 
Entering Unmasked Estep 
Score: -21689612.000000 Penalty: 6013.592773
	Iteration 73Q: 3 clusters Score -2.168961e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 183526 members 
Entering Unmasked Estep 
Score: -21689582.000000 Penalty: 6013.592773
	Iteration 74Q: 3 clusters Score -2.168958e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 183529 members 
Entering Unmasked Estep 
Score: -21689586.000000 Penalty: 6013.592773
	Iteration 75Q: 3 clusters Score -2.168959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 183530 members 
Entering Unmasked Estep 
Score: -21689592.000000 Penalty: 6013.592773
	Iteration 76Q: 3 clusters Score -2.168959e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 183531 members 
Entering Unmasked Estep 
Score: -21689582.000000 Penalty: 6013.592773
	Iteration 77Q: 3 clusters Score -2.168958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 183532 members 
Entering Unmasked Estep 
Score: -21689592.000000 Penalty: 6013.592773
	Iteration 78Q: 3 clusters Score -2.168959e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 183533 members 
Entering Unmasked Estep 
Score: -21689584.000000 Penalty: 6013.592773
	Iteration 79Q: 3 clusters Score -2.168958e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 183534 members 
Entering Unmasked Estep 
Score: -21689592.000000 Penalty: 6013.592773
	Iteration 80F: 3 clusters Score -2.168959e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Entering Unmasked Estep 
Score: -1217348.125000 Penalty: 2306.648926
	Iteration 0F: 2 clusters Score -1217348 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5464 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1209094.625000 Penalty: 4613.297852
	Iteration 0F: 3 clusters Score -1209095 nChanged 4630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5430 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -1211615.250000 Penalty: 4613.297852
	Iteration 1F: 3 clusters Score -1211615 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -1212074.125000 Penalty: 4613.297852
	Iteration 2F: 3 clusters Score -1212074 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 5828 members 
Entering Unmasked Estep 
Score: -1212555.750000 Penalty: 4613.297852
	Iteration 3F: 3 clusters Score -1212556 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 6126 members 
Entering Unmasked Estep 
Score: -1213153.125000 Penalty: 4613.297852
	Iteration 4F: 3 clusters Score -1213153 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1213803.625000 Penalty: 4613.297852
	Iteration 5F: 3 clusters Score -1213804 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -1214336.875000 Penalty: 4613.297852
	Iteration 6F: 3 clusters Score -1214337 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1214723.250000 Penalty: 4613.297852
	Iteration 7F: 3 clusters Score -1214723 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -1214998.625000 Penalty: 4613.297852
	Iteration 8Q: 3 clusters Score -1214999 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 7782 members 
Entering Unmasked Estep 
Score: -1215213.750000 Penalty: 4613.297852
	Iteration 9Q: 3 clusters Score -1215214 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -1215377.625000 Penalty: 4613.297852
	Iteration 10Q: 3 clusters Score -1215378 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -1215495.500000 Penalty: 4613.297852
	Iteration 11Q: 3 clusters Score -1215496 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -1215582.125000 Penalty: 4613.297852
	Iteration 12Q: 3 clusters Score -1215582 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1215675.250000 Penalty: 4613.297852
	Iteration 13Q: 3 clusters Score -1215675 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -1215767.625000 Penalty: 4613.297852
	Iteration 14Q: 3 clusters Score -1215768 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 8788 members 
Entering Unmasked Estep 
Score: -1215860.500000 Penalty: 4613.297852
	Iteration 15Q: 3 clusters Score -1215860 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 8894 members 
Entering Unmasked Estep 
Score: -1215937.375000 Penalty: 4613.297852
	Iteration 16Q: 3 clusters Score -1215937 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 8993 members 
Entering Unmasked Estep 
Score: -1216003.250000 Penalty: 4613.297852
	Iteration 17Q: 3 clusters Score -1216003 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -1216048.000000 Penalty: 4613.297852
	Iteration 18Q: 3 clusters Score -1216048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 9128 members 
Entering Unmasked Estep 
Score: -1216081.125000 Penalty: 4613.297852
	Iteration 19Q: 3 clusters Score -1216081 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 9187 members 
Entering Unmasked Estep 
Score: -1216112.500000 Penalty: 4613.297852
	Iteration 20F: 3 clusters Score -1216112 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1216131.375000 Penalty: 4613.297852
	Iteration 21Q: 3 clusters Score -1216131 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 9253 members 
Entering Unmasked Estep 
Score: -1216142.125000 Penalty: 4613.297852
	Iteration 22Q: 3 clusters Score -1216142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -1216145.000000 Penalty: 4613.297852
	Iteration 23Q: 3 clusters Score -1216145 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -1216149.125000 Penalty: 4613.297852
	Iteration 24Q: 3 clusters Score -1216149 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 9291 members 
Entering Unmasked Estep 
Score: -1216155.000000 Penalty: 4613.297852
	Iteration 25Q: 3 clusters Score -1216155 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -1216156.250000 Penalty: 4613.297852
	Iteration 26Q: 3 clusters Score -1216156 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1216156.625000 Penalty: 4613.297852
	Iteration 27Q: 3 clusters Score -1216157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 9305 members 
Entering Unmasked Estep 
Score: -1216156.500000 Penalty: 4613.297852
	Iteration 28Q: 3 clusters Score -1216156 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 9307 members 
Entering Unmasked Estep 
Score: -1216157.000000 Penalty: 4613.297852
	Iteration 29Q: 3 clusters Score -1216157 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1641 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -1216156.500000 Penalty: 4613.297852
	Iteration 30Q: 3 clusters Score -1216156 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -1216160.250000 Penalty: 4613.297852
	Iteration 31Q: 3 clusters Score -1216160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 9315 members 
Entering Unmasked Estep 
Score: -1216161.500000 Penalty: 4613.297852
	Iteration 32Q: 3 clusters Score -1216162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -1216158.250000 Penalty: 4613.297852
	Iteration 33Q: 3 clusters Score -1216158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -1216161.750000 Penalty: 4613.297852
	Iteration 34Q: 3 clusters Score -1216162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1216162.375000 Penalty: 4613.297852
	Iteration 35Q: 3 clusters Score -1216162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -1216166.250000 Penalty: 4613.297852
	Iteration 36Q: 3 clusters Score -1216166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 9332 members 
Entering Unmasked Estep 
Score: -1216164.500000 Penalty: 4613.297852
	Iteration 37Q: 3 clusters Score -1216164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -1216165.250000 Penalty: 4613.297852
	Iteration 38Q: 3 clusters Score -1216165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 9337 members 
Entering Unmasked Estep 
Score: -1216166.625000 Penalty: 4613.297852
	Iteration 39Q: 3 clusters Score -1216167 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -1216168.125000 Penalty: 4613.297852
	Iteration 40F: 3 clusters Score -1216168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 9341 members 
Entering Unmasked Estep 
Score: -1216167.125000 Penalty: 4613.297852
	Iteration 41Q: 3 clusters Score -1216167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 9342 members 
Entering Unmasked Estep 
Score: -1216167.750000 Penalty: 4613.297852
	Iteration 42Q: 3 clusters Score -1216168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -1216168.250000 Penalty: 4613.297852
	Iteration 43Q: 3 clusters Score -1216168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 9346 members 
Entering Unmasked Estep 
Score: -1216169.125000 Penalty: 4613.297852
	Iteration 44Q: 3 clusters Score -1216169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 9348 members 
Entering Unmasked Estep 
Score: -1216169.500000 Penalty: 4613.297852
	Iteration 45Q: 3 clusters Score -1216170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1216170.000000 Penalty: 4613.297852
	Iteration 46Q: 3 clusters Score -1216170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 9349 members 
Entering Unmasked Estep 
Score: -1216170.000000 Penalty: 4613.297852
	Iteration 47F: 3 clusters Score -1216170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20768 members 
Entering Unmasked Estep 
Score: -2277235.250000 Penalty: 2465.409912
	Iteration 0F: 2 clusters Score -2277235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10396 members 
Mstep: Class 2 contains 10372 members 
Entering Unmasked Estep 
Score: -2262658.500000 Penalty: 4930.819824
	Iteration 0F: 3 clusters Score -2262658 nChanged 9141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10537 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2267912.500000 Penalty: 4930.819824
	Iteration 1F: 3 clusters Score -2267912 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -2268582.250000 Penalty: 4930.819824
	Iteration 2F: 3 clusters Score -2268582 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10563 members 
Mstep: Class 2 contains 10205 members 
Entering Unmasked Estep 
Score: -2269328.750000 Penalty: 4930.819824
	Iteration 3F: 3 clusters Score -2269329 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10587 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2270176.250000 Penalty: 4930.819824
	Iteration 4F: 3 clusters Score -2270176 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2271110.500000 Penalty: 4930.819824
	Iteration 5F: 3 clusters Score -2271110 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10588 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -2272113.250000 Penalty: 4930.819824
	Iteration 6F: 3 clusters Score -2272113 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 10196 members 
Entering Unmasked Estep 
Score: -2272997.500000 Penalty: 4930.819824
	Iteration 7F: 3 clusters Score -2272998 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 10191 members 
Entering Unmasked Estep 
Score: -2273629.500000 Penalty: 4930.819824
	Iteration 8Q: 3 clusters Score -2273630 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 10156 members 
Entering Unmasked Estep 
Score: -2274031.750000 Penalty: 4930.819824
	Iteration 9Q: 3 clusters Score -2274032 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 10099 members 
Entering Unmasked Estep 
Score: -2274296.750000 Penalty: 4930.819824
	Iteration 10Q: 3 clusters Score -2274297 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 10028 members 
Entering Unmasked Estep 
Score: -2274438.000000 Penalty: 4930.819824
	Iteration 11Q: 3 clusters Score -2274438 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -2274499.250000 Penalty: 4930.819824
	Iteration 12Q: 3 clusters Score -2274499 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10861 members 
Mstep: Class 2 contains 9907 members 
Entering Unmasked Estep 
Score: -2274534.500000 Penalty: 4930.819824
	Iteration 13Q: 3 clusters Score -2274534 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10917 members 
Mstep: Class 2 contains 9851 members 
Entering Unmasked Estep 
Score: -2274568.500000 Penalty: 4930.819824
	Iteration 14Q: 3 clusters Score -2274568 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10964 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -2274589.250000 Penalty: 4930.819824
	Iteration 15Q: 3 clusters Score -2274589 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 9748 members 
Entering Unmasked Estep 
Score: -2274609.500000 Penalty: 4930.819824
	Iteration 16Q: 3 clusters Score -2274610 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 9689 members 
Entering Unmasked Estep 
Score: -2274619.500000 Penalty: 4930.819824
	Iteration 17Q: 3 clusters Score -2274620 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11129 members 
Mstep: Class 2 contains 9639 members 
Entering Unmasked Estep 
Score: -2274633.500000 Penalty: 4930.819824
	Iteration 18Q: 3 clusters Score -2274634 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11189 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -2274644.000000 Penalty: 4930.819824
	Iteration 19Q: 3 clusters Score -2274644 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 9543 members 
Entering Unmasked Estep 
Score: -2274651.750000 Penalty: 4930.819824
	Iteration 20F: 3 clusters Score -2274652 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11270 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -2274655.500000 Penalty: 4930.819824
	Iteration 21Q: 3 clusters Score -2274656 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -2274658.750000 Penalty: 4930.819824
	Iteration 22Q: 3 clusters Score -2274659 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 9414 members 
Entering Unmasked Estep 
Score: -2274666.250000 Penalty: 4930.819824
	Iteration 23Q: 3 clusters Score -2274666 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 9371 members 
Entering Unmasked Estep 
Score: -2274681.000000 Penalty: 4930.819824
	Iteration 24Q: 3 clusters Score -2274681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -2274685.000000 Penalty: 4930.819824
	Iteration 25Q: 3 clusters Score -2274685 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11454 members 
Mstep: Class 2 contains 9314 members 
Entering Unmasked Estep 
Score: -2274686.250000 Penalty: 4930.819824
	Iteration 26Q: 3 clusters Score -2274686 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11493 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -2274694.750000 Penalty: 4930.819824
	Iteration 27Q: 3 clusters Score -2274695 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11538 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -2274703.000000 Penalty: 4930.819824
	Iteration 28Q: 3 clusters Score -2274703 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 9194 members 
Entering Unmasked Estep 
Score: -2274704.000000 Penalty: 4930.819824
	Iteration 29Q: 3 clusters Score -2274704 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -2274710.000000 Penalty: 4930.819824
	Iteration 30Q: 3 clusters Score -2274710 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11632 members 
Mstep: Class 2 contains 9136 members 
Entering Unmasked Estep 
Score: -2274714.000000 Penalty: 4930.819824
	Iteration 31Q: 3 clusters Score -2274714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -2274729.000000 Penalty: 4930.819824
	Iteration 32Q: 3 clusters Score -2274729 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -2274731.500000 Penalty: 4930.819824
	Iteration 33Q: 3 clusters Score -2274732 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11733 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2274736.250000 Penalty: 4930.819824
	Iteration 34Q: 3 clusters Score -2274736 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -2274737.750000 Penalty: 4930.819824
	Iteration 35Q: 3 clusters Score -2274738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11801 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -2274737.750000 Penalty: 4930.819824
	Iteration 36Q: 3 clusters Score -2274738 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -2274741.000000 Penalty: 4930.819824
	Iteration 37Q: 3 clusters Score -2274741 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11867 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -2274740.250000 Penalty: 4930.819824
	Iteration 38Q: 3 clusters Score -2274740 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -2274740.000000 Penalty: 4930.819824
	Iteration 39Q: 3 clusters Score -2274740 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 8845 members 
Entering Unmasked Estep 
Score: -2274745.000000 Penalty: 4930.819824
	Iteration 40F: 3 clusters Score -2274745 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -2274752.000000 Penalty: 4930.819824
	Iteration 41Q: 3 clusters Score -2274752 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -2274755.500000 Penalty: 4930.819824
	Iteration 42Q: 3 clusters Score -2274756 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -2274765.500000 Penalty: 4930.819824
	Iteration 43Q: 3 clusters Score -2274766 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12051 members 
Mstep: Class 2 contains 8717 members 
Entering Unmasked Estep 
Score: -2274775.000000 Penalty: 4930.819824
	Iteration 44Q: 3 clusters Score -2274775 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12083 members 
Mstep: Class 2 contains 8685 members 
Entering Unmasked Estep 
Score: -2274772.500000 Penalty: 4930.819824
	Iteration 45Q: 3 clusters Score -2274772 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12119 members 
Mstep: Class 2 contains 8649 members 
Entering Unmasked Estep 
Score: -2274774.250000 Penalty: 4930.819824
	Iteration 46Q: 3 clusters Score -2274774 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12150 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -2274775.000000 Penalty: 4930.819824
	Iteration 47Q: 3 clusters Score -2274775 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12178 members 
Mstep: Class 2 contains 8590 members 
Entering Unmasked Estep 
Score: -2274783.500000 Penalty: 4930.819824
	Iteration 48Q: 3 clusters Score -2274784 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12210 members 
Mstep: Class 2 contains 8558 members 
Entering Unmasked Estep 
Score: -2274783.500000 Penalty: 4930.819824
	Iteration 49Q: 3 clusters Score -2274784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 8516 members 
Entering Unmasked Estep 
Score: -2274784.750000 Penalty: 4930.819824
	Iteration 50Q: 3 clusters Score -2274785 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 8477 members 
Entering Unmasked Estep 
Score: -2274781.750000 Penalty: 4930.819824
	Iteration 51Q: 3 clusters Score -2274782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 8442 members 
Entering Unmasked Estep 
Score: -2274788.750000 Penalty: 4930.819824
	Iteration 52Q: 3 clusters Score -2274789 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12359 members 
Mstep: Class 2 contains 8409 members 
Entering Unmasked Estep 
Score: -2274790.250000 Penalty: 4930.819824
	Iteration 53Q: 3 clusters Score -2274790 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 8371 members 
Entering Unmasked Estep 
Score: -2274795.500000 Penalty: 4930.819824
	Iteration 54Q: 3 clusters Score -2274796 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 8334 members 
Entering Unmasked Estep 
Score: -2274794.250000 Penalty: 4930.819824
	Iteration 55Q: 3 clusters Score -2274794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 8302 members 
Entering Unmasked Estep 
Score: -2274810.500000 Penalty: 4930.819824
	Iteration 56Q: 3 clusters Score -2274810 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 8262 members 
Entering Unmasked Estep 
Score: -2274818.250000 Penalty: 4930.819824
	Iteration 57Q: 3 clusters Score -2274818 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -2274816.000000 Penalty: 4930.819824
	Iteration 58Q: 3 clusters Score -2274816 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12578 members 
Mstep: Class 2 contains 8190 members 
Entering Unmasked Estep 
Score: -2274830.250000 Penalty: 4930.819824
	Iteration 59Q: 3 clusters Score -2274830 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2274826.250000 Penalty: 4930.819824
	Iteration 60F: 3 clusters Score -2274826 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -2274826.250000 Penalty: 4930.819824
	Iteration 61Q: 3 clusters Score -2274826 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12684 members 
Mstep: Class 2 contains 8084 members 
Entering Unmasked Estep 
Score: -2274829.250000 Penalty: 4930.819824
	Iteration 62Q: 3 clusters Score -2274829 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 8043 members 
Entering Unmasked Estep 
Score: -2274843.000000 Penalty: 4930.819824
	Iteration 63Q: 3 clusters Score -2274843 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12763 members 
Mstep: Class 2 contains 8005 members 
Entering Unmasked Estep 
Score: -2274850.250000 Penalty: 4930.819824
	Iteration 64Q: 3 clusters Score -2274850 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12804 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -2274853.500000 Penalty: 4930.819824
	Iteration 65Q: 3 clusters Score -2274854 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12844 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -2274859.250000 Penalty: 4930.819824
	Iteration 66Q: 3 clusters Score -2274859 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -2274861.000000 Penalty: 4930.819824
	Iteration 67Q: 3 clusters Score -2274861 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2274870.750000 Penalty: 4930.819824
	Iteration 68Q: 3 clusters Score -2274871 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 7831 members 
Entering Unmasked Estep 
Score: -2274867.000000 Penalty: 4930.819824
	Iteration 69Q: 3 clusters Score -2274867 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -2274870.500000 Penalty: 4930.819824
	Iteration 70Q: 3 clusters Score -2274870 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13008 members 
Mstep: Class 2 contains 7760 members 
Entering Unmasked Estep 
Score: -2274875.500000 Penalty: 4930.819824
	Iteration 71Q: 3 clusters Score -2274876 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 7726 members 
Entering Unmasked Estep 
Score: -2274873.500000 Penalty: 4930.819824
	Iteration 72Q: 3 clusters Score -2274874 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13080 members 
Mstep: Class 2 contains 7688 members 
Entering Unmasked Estep 
Score: -2274880.250000 Penalty: 4930.819824
	Iteration 73Q: 3 clusters Score -2274880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13124 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2274884.500000 Penalty: 4930.819824
	Iteration 74Q: 3 clusters Score -2274884 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -2274893.250000 Penalty: 4930.819824
	Iteration 75Q: 3 clusters Score -2274893 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -2274892.750000 Penalty: 4930.819824
	Iteration 76Q: 3 clusters Score -2274893 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -2274899.000000 Penalty: 4930.819824
	Iteration 77Q: 3 clusters Score -2274899 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -2274905.250000 Penalty: 4930.819824
	Iteration 78Q: 3 clusters Score -2274905 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -2274908.500000 Penalty: 4930.819824
	Iteration 79Q: 3 clusters Score -2274908 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13342 members 
Mstep: Class 2 contains 7426 members 
Entering Unmasked Estep 
Score: -2274906.750000 Penalty: 4930.819824
	Iteration 80F: 3 clusters Score -2274907 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 7397 members 
Entering Unmasked Estep 
Score: -2274913.250000 Penalty: 4930.819824
	Iteration 81Q: 3 clusters Score -2274913 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13410 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -2274915.000000 Penalty: 4930.819824
	Iteration 82Q: 3 clusters Score -2274915 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13461 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -2274922.500000 Penalty: 4930.819824
	Iteration 83Q: 3 clusters Score -2274922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 7260 members 
Entering Unmasked Estep 
Score: -2274923.750000 Penalty: 4930.819824
	Iteration 84Q: 3 clusters Score -2274924 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13551 members 
Mstep: Class 2 contains 7217 members 
Entering Unmasked Estep 
Score: -2274931.000000 Penalty: 4930.819824
	Iteration 85Q: 3 clusters Score -2274931 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -2274945.250000 Penalty: 4930.819824
	Iteration 86Q: 3 clusters Score -2274945 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -2274956.250000 Penalty: 4930.819824
	Iteration 87Q: 3 clusters Score -2274956 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13697 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -2274958.250000 Penalty: 4930.819824
	Iteration 88Q: 3 clusters Score -2274958 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -2274965.250000 Penalty: 4930.819824
	Iteration 89Q: 3 clusters Score -2274965 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13784 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -2274969.500000 Penalty: 4930.819824
	Iteration 90Q: 3 clusters Score -2274970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13826 members 
Mstep: Class 2 contains 6942 members 
Entering Unmasked Estep 
Score: -2274976.250000 Penalty: 4930.819824
	Iteration 91Q: 3 clusters Score -2274976 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13860 members 
Mstep: Class 2 contains 6908 members 
Entering Unmasked Estep 
Score: -2274980.500000 Penalty: 4930.819824
	Iteration 92Q: 3 clusters Score -2274980 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13892 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -2274990.000000 Penalty: 4930.819824
	Iteration 93Q: 3 clusters Score -2274990 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -2274990.000000 Penalty: 4930.819824
	Iteration 94Q: 3 clusters Score -2274990 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13952 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -2274988.250000 Penalty: 4930.819824
	Iteration 95Q: 3 clusters Score -2274988 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13979 members 
Mstep: Class 2 contains 6789 members 
Entering Unmasked Estep 
Score: -2274993.250000 Penalty: 4930.819824
	Iteration 96Q: 3 clusters Score -2274993 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14005 members 
Mstep: Class 2 contains 6763 members 
Entering Unmasked Estep 
Score: -2274994.000000 Penalty: 4930.819824
	Iteration 97Q: 3 clusters Score -2274994 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14039 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -2274997.250000 Penalty: 4930.819824
	Iteration 98Q: 3 clusters Score -2274997 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 6705 members 
Entering Unmasked Estep 
Score: -2275001.500000 Penalty: 4930.819824
	Iteration 99Q: 3 clusters Score -2275002 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14089 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2275004.750000 Penalty: 4930.819824
	Iteration 100F: 3 clusters Score -2275005 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 6649 members 
Entering Unmasked Estep 
Score: -2275009.750000 Penalty: 4930.819824
	Iteration 101Q: 3 clusters Score -2275010 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 6617 members 
Entering Unmasked Estep 
Score: -2275014.000000 Penalty: 4930.819824
	Iteration 102Q: 3 clusters Score -2275014 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14178 members 
Mstep: Class 2 contains 6590 members 
Entering Unmasked Estep 
Score: -2275018.750000 Penalty: 4930.819824
	Iteration 103Q: 3 clusters Score -2275019 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 6550 members 
Entering Unmasked Estep 
Score: -2275027.250000 Penalty: 4930.819824
	Iteration 104Q: 3 clusters Score -2275027 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14263 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -2275039.250000 Penalty: 4930.819824
	Iteration 105Q: 3 clusters Score -2275039 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -2275047.250000 Penalty: 4930.819824
	Iteration 106Q: 3 clusters Score -2275047 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -2275042.000000 Penalty: 4930.819824
	Iteration 107Q: 3 clusters Score -2275042 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -2275058.750000 Penalty: 4930.819824
	Iteration 108Q: 3 clusters Score -2275059 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 6321 members 
Entering Unmasked Estep 
Score: -2275061.000000 Penalty: 4930.819824
	Iteration 109Q: 3 clusters Score -2275061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14493 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -2275071.000000 Penalty: 4930.819824
	Iteration 110Q: 3 clusters Score -2275071 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14540 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -2275069.750000 Penalty: 4930.819824
	Iteration 111Q: 3 clusters Score -2275070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14589 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -2275080.250000 Penalty: 4930.819824
	Iteration 112Q: 3 clusters Score -2275080 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -2275083.000000 Penalty: 4930.819824
	Iteration 113Q: 3 clusters Score -2275083 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -2275094.000000 Penalty: 4930.819824
	Iteration 114Q: 3 clusters Score -2275094 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14755 members 
Mstep: Class 2 contains 6013 members 
Entering Unmasked Estep 
Score: -2275102.500000 Penalty: 4930.819824
	Iteration 115Q: 3 clusters Score -2275102 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2275115.000000 Penalty: 4930.819824
	Iteration 116Q: 3 clusters Score -2275115 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14860 members 
Mstep: Class 2 contains 5908 members 
Entering Unmasked Estep 
Score: -2275123.500000 Penalty: 4930.819824
	Iteration 117Q: 3 clusters Score -2275124 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -2275128.500000 Penalty: 4930.819824
	Iteration 118Q: 3 clusters Score -2275128 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -2275137.000000 Penalty: 4930.819824
	Iteration 119Q: 3 clusters Score -2275137 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14994 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -2275142.250000 Penalty: 4930.819824
	Iteration 120F: 3 clusters Score -2275142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 5738 members 
Entering Unmasked Estep 
Score: -2275148.500000 Penalty: 4930.819824
	Iteration 121Q: 3 clusters Score -2275148 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15062 members 
Mstep: Class 2 contains 5706 members 
Entering Unmasked Estep 
Score: -2275148.250000 Penalty: 4930.819824
	Iteration 122Q: 3 clusters Score -2275148 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15095 members 
Mstep: Class 2 contains 5673 members 
Entering Unmasked Estep 
Score: -2275156.250000 Penalty: 4930.819824
	Iteration 123Q: 3 clusters Score -2275156 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15114 members 
Mstep: Class 2 contains 5654 members 
Entering Unmasked Estep 
Score: -2275162.750000 Penalty: 4930.819824
	Iteration 124Q: 3 clusters Score -2275163 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15132 members 
Mstep: Class 2 contains 5636 members 
Entering Unmasked Estep 
Score: -2275162.000000 Penalty: 4930.819824
	Iteration 125Q: 3 clusters Score -2275162 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15155 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -2275165.500000 Penalty: 4930.819824
	Iteration 126Q: 3 clusters Score -2275166 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -2275163.000000 Penalty: 4930.819824
	Iteration 127Q: 3 clusters Score -2275163 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -2275172.000000 Penalty: 4930.819824
	Iteration 128Q: 3 clusters Score -2275172 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 5563 members 
Entering Unmasked Estep 
Score: -2275174.250000 Penalty: 4930.819824
	Iteration 129Q: 3 clusters Score -2275174 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 5552 members 
Entering Unmasked Estep 
Score: -2275174.000000 Penalty: 4930.819824
	Iteration 130Q: 3 clusters Score -2275174 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 5544 members 
Entering Unmasked Estep 
Score: -2275176.000000 Penalty: 4930.819824
	Iteration 131Q: 3 clusters Score -2275176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15229 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -2275174.000000 Penalty: 4930.819824
	Iteration 132Q: 3 clusters Score -2275174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15233 members 
Mstep: Class 2 contains 5535 members 
Entering Unmasked Estep 
Score: -2275174.750000 Penalty: 4930.819824
	Iteration 133Q: 3 clusters Score -2275175 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15241 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -2275176.750000 Penalty: 4930.819824
	Iteration 134Q: 3 clusters Score -2275177 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15257 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -2275173.000000 Penalty: 4930.819824
	Iteration 135Q: 3 clusters Score -2275173 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -2275174.250000 Penalty: 4930.819824
	Iteration 136Q: 3 clusters Score -2275174 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15277 members 
Mstep: Class 2 contains 5491 members 
Entering Unmasked Estep 
Score: -2275176.250000 Penalty: 4930.819824
	Iteration 137Q: 3 clusters Score -2275176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -2275175.500000 Penalty: 4930.819824
	Iteration 138Q: 3 clusters Score -2275176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15291 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -2275173.500000 Penalty: 4930.819824
	Iteration 139Q: 3 clusters Score -2275174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 5473 members 
Entering Unmasked Estep 
Score: -2275171.000000 Penalty: 4930.819824
	Iteration 140F: 3 clusters Score -2275171 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -2275172.750000 Penalty: 4930.819824
	Iteration 141Q: 3 clusters Score -2275173 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 5454 members 
Entering Unmasked Estep 
Score: -2275177.500000 Penalty: 4930.819824
	Iteration 142Q: 3 clusters Score -2275178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -2275179.750000 Penalty: 4930.819824
	Iteration 143Q: 3 clusters Score -2275180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15324 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2275185.000000 Penalty: 4930.819824
	Iteration 144Q: 3 clusters Score -2275185 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -2275184.250000 Penalty: 4930.819824
	Iteration 145Q: 3 clusters Score -2275184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2275182.250000 Penalty: 4930.819824
	Iteration 146Q: 3 clusters Score -2275182 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15361 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -2275189.250000 Penalty: 4930.819824
	Iteration 147Q: 3 clusters Score -2275189 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15373 members 
Mstep: Class 2 contains 5395 members 
Entering Unmasked Estep 
Score: -2275188.500000 Penalty: 4930.819824
	Iteration 148Q: 3 clusters Score -2275188 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 5382 members 
Entering Unmasked Estep 
Score: -2275186.750000 Penalty: 4930.819824
	Iteration 149Q: 3 clusters Score -2275187 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2275184.500000 Penalty: 4930.819824
	Iteration 150Q: 3 clusters Score -2275184 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15408 members 
Mstep: Class 2 contains 5360 members 
Entering Unmasked Estep 
Score: -2275187.750000 Penalty: 4930.819824
	Iteration 151Q: 3 clusters Score -2275188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -2275185.750000 Penalty: 4930.819824
	Iteration 152Q: 3 clusters Score -2275186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15427 members 
Mstep: Class 2 contains 5341 members 
Entering Unmasked Estep 
Score: -2275186.250000 Penalty: 4930.819824
	Iteration 153Q: 3 clusters Score -2275186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -2275189.000000 Penalty: 4930.819824
	Iteration 154Q: 3 clusters Score -2275189 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -2275188.000000 Penalty: 4930.819824
	Iteration 155Q: 3 clusters Score -2275188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
Score: -2275191.250000 Penalty: 4930.819824
	Iteration 156Q: 3 clusters Score -2275191 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -2275185.500000 Penalty: 4930.819824
	Iteration 157Q: 3 clusters Score -2275186 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15451 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -2275191.500000 Penalty: 4930.819824
	Iteration 158Q: 3 clusters Score -2275192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15458 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -2275192.500000 Penalty: 4930.819824
	Iteration 159Q: 3 clusters Score -2275192 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15464 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -2275197.000000 Penalty: 4930.819824
	Iteration 160F: 3 clusters Score -2275197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15468 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -2275197.000000 Penalty: 4930.819824
	Iteration 161Q: 3 clusters Score -2275197 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15473 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -2275199.000000 Penalty: 4930.819824
	Iteration 162Q: 3 clusters Score -2275199 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2275197.750000 Penalty: 4930.819824
	Iteration 163Q: 3 clusters Score -2275198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15474 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2275197.750000 Penalty: 4930.819824
	Iteration 164F: 3 clusters Score -2275198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (81134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81134 members 
Entering Unmasked Estep 
Score: -9613199.000000 Penalty: 2803.356689
	Iteration 0F: 2 clusters Score -9613199 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40720 members 
Mstep: Class 2 contains 40414 members 
Entering Unmasked Estep 
Score: -9558885.000000 Penalty: 5606.713379
	Iteration 0F: 3 clusters Score -9558885 nChanged 38036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41654 members 
Mstep: Class 2 contains 39480 members 
Entering Unmasked Estep 
Score: -9580607.000000 Penalty: 5606.713379
	Iteration 1F: 3 clusters Score -9580607 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 39012 members 
Entering Unmasked Estep 
Score: -9581499.000000 Penalty: 5606.713379
	Iteration 2Q: 3 clusters Score -9581499 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 38363 members 
Entering Unmasked Estep 
Score: -9582525.000000 Penalty: 5606.713379
	Iteration 3Q: 3 clusters Score -9582525 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43813 members 
Mstep: Class 2 contains 37321 members 
Entering Unmasked Estep 
Score: -9583800.000000 Penalty: 5606.713379
	Iteration 4Q: 3 clusters Score -9583800 nChanged 3505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45418 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -9585296.000000 Penalty: 5606.713379
	Iteration 5Q: 3 clusters Score -9585296 nChanged 3835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 33395 members 
Entering Unmasked Estep 
Score: -9587115.000000 Penalty: 5606.713379
	Iteration 6Q: 3 clusters Score -9587115 nChanged 4313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -9589538.000000 Penalty: 5606.713379
	Iteration 7F: 3 clusters Score -9589538 nChanged 4805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55179 members 
Mstep: Class 2 contains 25955 members 
Entering Unmasked Estep 
Score: -9592872.000000 Penalty: 5606.713379
	Iteration 8F: 3 clusters Score -9592872 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60002 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -9596755.000000 Penalty: 5606.713379
	Iteration 9F: 3 clusters Score -9596755 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64734 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -9600600.000000 Penalty: 5606.713379
	Iteration 10F: 3 clusters Score -9600600 nChanged 4225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -9604066.000000 Penalty: 5606.713379
	Iteration 11F: 3 clusters Score -9604066 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71931 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -9606570.000000 Penalty: 5606.713379
	Iteration 12Q: 3 clusters Score -9606570 nChanged 2318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74205 members 
Mstep: Class 2 contains 6929 members 
Entering Unmasked Estep 
Score: -9608300.000000 Penalty: 5606.713379
	Iteration 13Q: 3 clusters Score -9608300 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75789 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -9609512.000000 Penalty: 5606.713379
	Iteration 14Q: 3 clusters Score -9609512 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76850 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -9610241.000000 Penalty: 5606.713379
	Iteration 15Q: 3 clusters Score -9610241 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77507 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -9610743.000000 Penalty: 5606.713379
	Iteration 16Q: 3 clusters Score -9610743 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77957 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -9611044.000000 Penalty: 5606.713379
	Iteration 17Q: 3 clusters Score -9611044 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78248 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -9611220.000000 Penalty: 5606.713379
	Iteration 18Q: 3 clusters Score -9611220 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78464 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -9611298.000000 Penalty: 5606.713379
	Iteration 19Q: 3 clusters Score -9611298 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78604 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -9611353.000000 Penalty: 5606.713379
	Iteration 20F: 3 clusters Score -9611353 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78713 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -9611416.000000 Penalty: 5606.713379
	Iteration 21Q: 3 clusters Score -9611416 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78787 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -9611444.000000 Penalty: 5606.713379
	Iteration 22Q: 3 clusters Score -9611444 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78856 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -9611459.000000 Penalty: 5606.713379
	Iteration 23Q: 3 clusters Score -9611459 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78909 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -9611465.000000 Penalty: 5606.713379
	Iteration 24Q: 3 clusters Score -9611465 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78957 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -9611486.000000 Penalty: 5606.713379
	Iteration 25Q: 3 clusters Score -9611486 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78984 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -9611500.000000 Penalty: 5606.713379
	Iteration 26Q: 3 clusters Score -9611500 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79002 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -9611508.000000 Penalty: 5606.713379
	Iteration 27Q: 3 clusters Score -9611508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79018 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -9611521.000000 Penalty: 5606.713379
	Iteration 28Q: 3 clusters Score -9611521 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79037 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -9611527.000000 Penalty: 5606.713379
	Iteration 29Q: 3 clusters Score -9611527 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79047 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -9611541.000000 Penalty: 5606.713379
	Iteration 30Q: 3 clusters Score -9611541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79061 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -9611540.000000 Penalty: 5606.713379
	Iteration 31Q: 3 clusters Score -9611540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79068 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9611535.000000 Penalty: 5606.713379
	Iteration 32Q: 3 clusters Score -9611535 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79076 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -9611534.000000 Penalty: 5606.713379
	Iteration 33Q: 3 clusters Score -9611534 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79080 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -9611538.000000 Penalty: 5606.713379
	Iteration 34Q: 3 clusters Score -9611538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79083 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9611526.000000 Penalty: 5606.713379
	Iteration 35Q: 3 clusters Score -9611526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79086 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -9611534.000000 Penalty: 5606.713379
	Iteration 36Q: 3 clusters Score -9611534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79089 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -9611531.000000 Penalty: 5606.713379
	Iteration 37Q: 3 clusters Score -9611531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79094 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -9611537.000000 Penalty: 5606.713379
	Iteration 38Q: 3 clusters Score -9611537 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79103 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -9611539.000000 Penalty: 5606.713379
	Iteration 39Q: 3 clusters Score -9611539 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79116 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -9611536.000000 Penalty: 5606.713379
	Iteration 40F: 3 clusters Score -9611536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79126 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -9611519.000000 Penalty: 5606.713379
	Iteration 41Q: 3 clusters Score -9611519 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79134 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -9611534.000000 Penalty: 5606.713379
	Iteration 42Q: 3 clusters Score -9611534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79138 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -9611535.000000 Penalty: 5606.713379
	Iteration 43Q: 3 clusters Score -9611535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79145 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -9611545.000000 Penalty: 5606.713379
	Iteration 44Q: 3 clusters Score -9611545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79150 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -9611545.000000 Penalty: 5606.713379
	Iteration 45Q: 3 clusters Score -9611545 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79153 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -9611540.000000 Penalty: 5606.713379
	Iteration 46Q: 3 clusters Score -9611540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79154 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -9611541.000000 Penalty: 5606.713379
	Iteration 47Q: 3 clusters Score -9611541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79155 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -9611539.000000 Penalty: 5606.713379
	Iteration 48Q: 3 clusters Score -9611539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79156 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -9611540.000000 Penalty: 5606.713379
	Iteration 49Q: 3 clusters Score -9611540 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79159 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -9611534.000000 Penalty: 5606.713379
	Iteration 50Q: 3 clusters Score -9611534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79161 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -9611536.000000 Penalty: 5606.713379
	Iteration 51Q: 3 clusters Score -9611536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79163 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -9611545.000000 Penalty: 5606.713379
	Iteration 52Q: 3 clusters Score -9611545 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79166 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -9611552.000000 Penalty: 5606.713379
	Iteration 53Q: 3 clusters Score -9611552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79170 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -9611548.000000 Penalty: 5606.713379
	Iteration 54Q: 3 clusters Score -9611548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9611548.000000 Penalty: 5606.713379
	Iteration 55Q: 3 clusters Score -9611548 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79173 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -9611554.000000 Penalty: 5606.713379
	Iteration 56Q: 3 clusters Score -9611554 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79174 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -9611557.000000 Penalty: 5606.713379
	Iteration 57Q: 3 clusters Score -9611557 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79175 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -9611560.000000 Penalty: 5606.713379
	Iteration 58Q: 3 clusters Score -9611560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79176 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -9611555.000000 Penalty: 5606.713379
	Iteration 59Q: 3 clusters Score -9611555 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79177 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -9611556.000000 Penalty: 5606.713379
	Iteration 60F: 3 clusters Score -9611556 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9611563.000000 Penalty: 5606.713379
	Iteration 61Q: 3 clusters Score -9611563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79178 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -9611563.000000 Penalty: 5606.713379
	Iteration 62F: 3 clusters Score -9611563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (61837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61837 members 
Entering Unmasked Estep 
Score: -7397093.500000 Penalty: 2735.999756
	Iteration 0F: 2 clusters Score -7397094 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 30755 members 
Entering Unmasked Estep 
Score: -7355597.500000 Penalty: 5471.999512
	Iteration 0F: 3 clusters Score -7355598 nChanged 28753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33425 members 
Mstep: Class 2 contains 28412 members 
Entering Unmasked Estep 
Score: -7372145.500000 Penalty: 5471.999512
	Iteration 1F: 3 clusters Score -7372146 nChanged 2786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -7373067.500000 Penalty: 5471.999512
	Iteration 2Q: 3 clusters Score -7373068 nChanged 3045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -7374386.500000 Penalty: 5471.999512
	Iteration 3Q: 3 clusters Score -7374386 nChanged 3531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -7376237.500000 Penalty: 5471.999512
	Iteration 4F: 3 clusters Score -7376238 nChanged 4063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42926 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -7378892.000000 Penalty: 5471.999512
	Iteration 5F: 3 clusters Score -7378892 nChanged 4465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47037 members 
Mstep: Class 2 contains 14800 members 
Entering Unmasked Estep 
Score: -7382432.500000 Penalty: 5471.999512
	Iteration 6F: 3 clusters Score -7382432 nChanged 4394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51185 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -7386345.000000 Penalty: 5471.999512
	Iteration 7F: 3 clusters Score -7386345 nChanged 3585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54622 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -7389781.000000 Penalty: 5471.999512
	Iteration 8F: 3 clusters Score -7389781 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -7392226.000000 Penalty: 5471.999512
	Iteration 9Q: 3 clusters Score -7392226 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58276 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -7393664.000000 Penalty: 5471.999512
	Iteration 10Q: 3 clusters Score -7393664 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58892 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -7394361.000000 Penalty: 5471.999512
	Iteration 11Q: 3 clusters Score -7394361 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59189 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -7394728.000000 Penalty: 5471.999512
	Iteration 12Q: 3 clusters Score -7394728 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59366 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -7394892.000000 Penalty: 5471.999512
	Iteration 13Q: 3 clusters Score -7394892 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59513 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -7395056.500000 Penalty: 5471.999512
	Iteration 14Q: 3 clusters Score -7395056 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59604 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -7395118.000000 Penalty: 5471.999512
	Iteration 15Q: 3 clusters Score -7395118 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59659 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -7395152.000000 Penalty: 5471.999512
	Iteration 16Q: 3 clusters Score -7395152 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59689 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -7395177.000000 Penalty: 5471.999512
	Iteration 17Q: 3 clusters Score -7395177 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59721 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -7395216.500000 Penalty: 5471.999512
	Iteration 18Q: 3 clusters Score -7395216 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59746 members 
Mstep: Class 2 contains 2091 members 
Entering Unmasked Estep 
Score: -7395225.000000 Penalty: 5471.999512
	Iteration 19Q: 3 clusters Score -7395225 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59758 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -7395235.000000 Penalty: 5471.999512
	Iteration 20F: 3 clusters Score -7395235 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59767 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -7395235.500000 Penalty: 5471.999512
	Iteration 21Q: 3 clusters Score -7395236 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -7395233.000000 Penalty: 5471.999512
	Iteration 22Q: 3 clusters Score -7395233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59803 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -7395232.000000 Penalty: 5471.999512
	Iteration 23Q: 3 clusters Score -7395232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59807 members 
Mstep: Class 2 contains 2030 members 
Entering Unmasked Estep 
Score: -7395230.000000 Penalty: 5471.999512
	Iteration 24Q: 3 clusters Score -7395230 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59814 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -7395221.000000 Penalty: 5471.999512
	Iteration 25Q: 3 clusters Score -7395221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59824 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -7395215.000000 Penalty: 5471.999512
	Iteration 26Q: 3 clusters Score -7395215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -7395216.000000 Penalty: 5471.999512
	Iteration 27Q: 3 clusters Score -7395216 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59840 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -7395209.500000 Penalty: 5471.999512
	Iteration 28Q: 3 clusters Score -7395210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59847 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -7395216.000000 Penalty: 5471.999512
	Iteration 29Q: 3 clusters Score -7395216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59852 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -7395220.000000 Penalty: 5471.999512
	Iteration 30Q: 3 clusters Score -7395220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59855 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -7395220.500000 Penalty: 5471.999512
	Iteration 31Q: 3 clusters Score -7395220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59866 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -7395226.500000 Penalty: 5471.999512
	Iteration 32Q: 3 clusters Score -7395226 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59870 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -7395236.500000 Penalty: 5471.999512
	Iteration 33Q: 3 clusters Score -7395236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59878 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -7395236.500000 Penalty: 5471.999512
	Iteration 34Q: 3 clusters Score -7395236 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59883 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -7395235.500000 Penalty: 5471.999512
	Iteration 35Q: 3 clusters Score -7395236 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59885 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -7395244.000000 Penalty: 5471.999512
	Iteration 36Q: 3 clusters Score -7395244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59888 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -7395242.000000 Penalty: 5471.999512
	Iteration 37Q: 3 clusters Score -7395242 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59889 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -7395245.500000 Penalty: 5471.999512
	Iteration 38Q: 3 clusters Score -7395246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59891 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -7395247.500000 Penalty: 5471.999512
	Iteration 39Q: 3 clusters Score -7395248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59892 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -7395246.000000 Penalty: 5471.999512
	Iteration 40F: 3 clusters Score -7395246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7395244.000000 Penalty: 5471.999512
	Iteration 41Q: 3 clusters Score -7395244 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59894 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -7395239.500000 Penalty: 5471.999512
	Iteration 42Q: 3 clusters Score -7395240 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -7395248.000000 Penalty: 5471.999512
	Iteration 43Q: 3 clusters Score -7395248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7395243.500000 Penalty: 5471.999512
	Iteration 44Q: 3 clusters Score -7395244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59896 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -7395249.000000 Penalty: 5471.999512
	Iteration 45Q: 3 clusters Score -7395249 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7395252.500000 Penalty: 5471.999512
	Iteration 46Q: 3 clusters Score -7395252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -7395252.500000 Penalty: 5471.999512
	Iteration 47F: 3 clusters Score -7395252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Entering Unmasked Estep 
Score: -2464947.750000 Penalty: 2503.482178
	Iteration 0F: 2 clusters Score -2464948 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 12116 members 
Entering Unmasked Estep 
Score: -2448217.000000 Penalty: 5006.964355
	Iteration 0F: 3 clusters Score -2448217 nChanged 10713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11899 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -2454128.000000 Penalty: 5006.964355
	Iteration 1F: 3 clusters Score -2454128 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11783 members 
Mstep: Class 2 contains 12431 members 
Entering Unmasked Estep 
Score: -2454769.000000 Penalty: 5006.964355
	Iteration 2F: 3 clusters Score -2454769 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11662 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -2455403.000000 Penalty: 5006.964355
	Iteration 3F: 3 clusters Score -2455403 nChanged 1305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11459 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2456062.000000 Penalty: 5006.964355
	Iteration 4F: 3 clusters Score -2456062 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11264 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -2456701.000000 Penalty: 5006.964355
	Iteration 5F: 3 clusters Score -2456701 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -2457321.750000 Penalty: 5006.964355
	Iteration 6Q: 3 clusters Score -2457322 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10827 members 
Mstep: Class 2 contains 13387 members 
Entering Unmasked Estep 
Score: -2457855.750000 Penalty: 5006.964355
	Iteration 7Q: 3 clusters Score -2457856 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 13613 members 
Entering Unmasked Estep 
Score: -2458329.750000 Penalty: 5006.964355
	Iteration 8Q: 3 clusters Score -2458330 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10360 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -2458697.000000 Penalty: 5006.964355
	Iteration 9Q: 3 clusters Score -2458697 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -2459042.750000 Penalty: 5006.964355
	Iteration 10Q: 3 clusters Score -2459043 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -2459332.000000 Penalty: 5006.964355
	Iteration 11Q: 3 clusters Score -2459332 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9452 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -2459583.500000 Penalty: 5006.964355
	Iteration 12Q: 3 clusters Score -2459584 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9153 members 
Mstep: Class 2 contains 15061 members 
Entering Unmasked Estep 
Score: -2459768.250000 Penalty: 5006.964355
	Iteration 13Q: 3 clusters Score -2459768 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -2459921.000000 Penalty: 5006.964355
	Iteration 14Q: 3 clusters Score -2459921 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -2460036.250000 Penalty: 5006.964355
	Iteration 15Q: 3 clusters Score -2460036 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8420 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -2460140.250000 Penalty: 5006.964355
	Iteration 16Q: 3 clusters Score -2460140 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8196 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -2460231.000000 Penalty: 5006.964355
	Iteration 17Q: 3 clusters Score -2460231 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7959 members 
Mstep: Class 2 contains 16255 members 
Entering Unmasked Estep 
Score: -2460309.000000 Penalty: 5006.964355
	Iteration 18Q: 3 clusters Score -2460309 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7755 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -2460386.500000 Penalty: 5006.964355
	Iteration 19Q: 3 clusters Score -2460386 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
Score: -2460460.500000 Penalty: 5006.964355
	Iteration 20F: 3 clusters Score -2460460 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7326 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -2460527.250000 Penalty: 5006.964355
	Iteration 21Q: 3 clusters Score -2460527 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -2460584.000000 Penalty: 5006.964355
	Iteration 22Q: 3 clusters Score -2460584 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6939 members 
Mstep: Class 2 contains 17275 members 
Entering Unmasked Estep 
Score: -2460639.250000 Penalty: 5006.964355
	Iteration 23Q: 3 clusters Score -2460639 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -2460690.000000 Penalty: 5006.964355
	Iteration 24Q: 3 clusters Score -2460690 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6573 members 
Mstep: Class 2 contains 17641 members 
Entering Unmasked Estep 
Score: -2460738.500000 Penalty: 5006.964355
	Iteration 25Q: 3 clusters Score -2460738 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -2460780.750000 Penalty: 5006.964355
	Iteration 26Q: 3 clusters Score -2460781 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6246 members 
Mstep: Class 2 contains 17968 members 
Entering Unmasked Estep 
Score: -2460816.000000 Penalty: 5006.964355
	Iteration 27Q: 3 clusters Score -2460816 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -2460847.500000 Penalty: 5006.964355
	Iteration 28Q: 3 clusters Score -2460848 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -2460905.250000 Penalty: 5006.964355
	Iteration 29Q: 3 clusters Score -2460905 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -2460951.500000 Penalty: 5006.964355
	Iteration 30Q: 3 clusters Score -2460952 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -2461027.500000 Penalty: 5006.964355
	Iteration 31Q: 3 clusters Score -2461028 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5302 members 
Mstep: Class 2 contains 18912 members 
Entering Unmasked Estep 
Score: -2461084.750000 Penalty: 5006.964355
	Iteration 32Q: 3 clusters Score -2461085 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5092 members 
Mstep: Class 2 contains 19122 members 
Entering Unmasked Estep 
Score: -2461151.500000 Penalty: 5006.964355
	Iteration 33Q: 3 clusters Score -2461152 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 19339 members 
Entering Unmasked Estep 
Score: -2461219.250000 Penalty: 5006.964355
	Iteration 34Q: 3 clusters Score -2461219 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 19549 members 
Entering Unmasked Estep 
Score: -2461287.000000 Penalty: 5006.964355
	Iteration 35Q: 3 clusters Score -2461287 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4449 members 
Mstep: Class 2 contains 19765 members 
Entering Unmasked Estep 
Score: -2461369.250000 Penalty: 5006.964355
	Iteration 36Q: 3 clusters Score -2461369 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4227 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -2461446.750000 Penalty: 5006.964355
	Iteration 37Q: 3 clusters Score -2461447 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 20204 members 
Entering Unmasked Estep 
Score: -2461524.500000 Penalty: 5006.964355
	Iteration 38Q: 3 clusters Score -2461524 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -2461628.750000 Penalty: 5006.964355
	Iteration 39Q: 3 clusters Score -2461629 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 20659 members 
Entering Unmasked Estep 
Score: -2461725.500000 Penalty: 5006.964355
	Iteration 40F: 3 clusters Score -2461726 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -2461807.750000 Penalty: 5006.964355
	Iteration 41Q: 3 clusters Score -2461808 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -2461889.000000 Penalty: 5006.964355
	Iteration 42Q: 3 clusters Score -2461889 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -2461954.500000 Penalty: 5006.964355
	Iteration 43Q: 3 clusters Score -2461954 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -2462011.500000 Penalty: 5006.964355
	Iteration 44Q: 3 clusters Score -2462012 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -2462060.250000 Penalty: 5006.964355
	Iteration 45Q: 3 clusters Score -2462060 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -2462118.000000 Penalty: 5006.964355
	Iteration 46Q: 3 clusters Score -2462118 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -2462179.500000 Penalty: 5006.964355
	Iteration 47Q: 3 clusters Score -2462180 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 21980 members 
Entering Unmasked Estep 
Score: -2462244.250000 Penalty: 5006.964355
	Iteration 48Q: 3 clusters Score -2462244 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 22107 members 
Entering Unmasked Estep 
Score: -2462302.250000 Penalty: 5006.964355
	Iteration 49Q: 3 clusters Score -2462302 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -2462361.000000 Penalty: 5006.964355
	Iteration 50Q: 3 clusters Score -2462361 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -2462425.500000 Penalty: 5006.964355
	Iteration 51Q: 3 clusters Score -2462426 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 22452 members 
Entering Unmasked Estep 
Score: -2462486.000000 Penalty: 5006.964355
	Iteration 52Q: 3 clusters Score -2462486 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -2462538.250000 Penalty: 5006.964355
	Iteration 53Q: 3 clusters Score -2462538 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -2462589.500000 Penalty: 5006.964355
	Iteration 54Q: 3 clusters Score -2462590 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -2462619.000000 Penalty: 5006.964355
	Iteration 55Q: 3 clusters Score -2462619 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -2462658.750000 Penalty: 5006.964355
	Iteration 56Q: 3 clusters Score -2462659 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -2462694.500000 Penalty: 5006.964355
	Iteration 57Q: 3 clusters Score -2462694 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -2462720.500000 Penalty: 5006.964355
	Iteration 58Q: 3 clusters Score -2462720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -2462746.000000 Penalty: 5006.964355
	Iteration 59Q: 3 clusters Score -2462746 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -2462766.000000 Penalty: 5006.964355
	Iteration 60F: 3 clusters Score -2462766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -2462780.750000 Penalty: 5006.964355
	Iteration 61Q: 3 clusters Score -2462781 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 23077 members 
Entering Unmasked Estep 
Score: -2462800.750000 Penalty: 5006.964355
	Iteration 62Q: 3 clusters Score -2462801 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -2462801.500000 Penalty: 5006.964355
	Iteration 63Q: 3 clusters Score -2462802 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 23116 members 
Entering Unmasked Estep 
Score: -2462810.250000 Penalty: 5006.964355
	Iteration 64Q: 3 clusters Score -2462810 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -2462820.250000 Penalty: 5006.964355
	Iteration 65Q: 3 clusters Score -2462820 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 23146 members 
Entering Unmasked Estep 
Score: -2462824.750000 Penalty: 5006.964355
	Iteration 66Q: 3 clusters Score -2462825 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 23157 members 
Entering Unmasked Estep 
Score: -2462825.000000 Penalty: 5006.964355
	Iteration 67Q: 3 clusters Score -2462825 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 23166 members 
Entering Unmasked Estep 
Score: -2462834.500000 Penalty: 5006.964355
	Iteration 68Q: 3 clusters Score -2462834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -2462834.750000 Penalty: 5006.964355
	Iteration 69Q: 3 clusters Score -2462835 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2462843.500000 Penalty: 5006.964355
	Iteration 70Q: 3 clusters Score -2462844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 23195 members 
Entering Unmasked Estep 
Score: -2462844.250000 Penalty: 5006.964355
	Iteration 71Q: 3 clusters Score -2462844 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 23205 members 
Entering Unmasked Estep 
Score: -2462849.250000 Penalty: 5006.964355
	Iteration 72Q: 3 clusters Score -2462849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -2462856.750000 Penalty: 5006.964355
	Iteration 73Q: 3 clusters Score -2462857 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 23219 members 
Entering Unmasked Estep 
Score: -2462855.500000 Penalty: 5006.964355
	Iteration 74Q: 3 clusters Score -2462856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2462857.000000 Penalty: 5006.964355
	Iteration 75Q: 3 clusters Score -2462857 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2462858.000000 Penalty: 5006.964355
	Iteration 76Q: 3 clusters Score -2462858 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -2462861.250000 Penalty: 5006.964355
	Iteration 77Q: 3 clusters Score -2462861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -2462867.750000 Penalty: 5006.964355
	Iteration 78Q: 3 clusters Score -2462868 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -2462864.750000 Penalty: 5006.964355
	Iteration 79Q: 3 clusters Score -2462865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 23258 members 
Entering Unmasked Estep 
Score: -2462870.500000 Penalty: 5006.964355
	Iteration 80F: 3 clusters Score -2462870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -2462874.250000 Penalty: 5006.964355
	Iteration 81Q: 3 clusters Score -2462874 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -2462878.750000 Penalty: 5006.964355
	Iteration 82Q: 3 clusters Score -2462879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -2462879.250000 Penalty: 5006.964355
	Iteration 83Q: 3 clusters Score -2462879 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -2462887.250000 Penalty: 5006.964355
	Iteration 84Q: 3 clusters Score -2462887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -2462888.750000 Penalty: 5006.964355
	Iteration 85Q: 3 clusters Score -2462889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -2462891.250000 Penalty: 5006.964355
	Iteration 86Q: 3 clusters Score -2462891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 23299 members 
Entering Unmasked Estep 
Score: -2462889.000000 Penalty: 5006.964355
	Iteration 87Q: 3 clusters Score -2462889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -2462894.000000 Penalty: 5006.964355
	Iteration 88Q: 3 clusters Score -2462894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -2462902.000000 Penalty: 5006.964355
	Iteration 89Q: 3 clusters Score -2462902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -2462901.750000 Penalty: 5006.964355
	Iteration 90Q: 3 clusters Score -2462902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -2462903.250000 Penalty: 5006.964355
	Iteration 91Q: 3 clusters Score -2462903 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -2462905.000000 Penalty: 5006.964355
	Iteration 92Q: 3 clusters Score -2462905 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 23325 members 
Entering Unmasked Estep 
Score: -2462904.500000 Penalty: 5006.964355
	Iteration 93Q: 3 clusters Score -2462904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -2462903.750000 Penalty: 5006.964355
	Iteration 94Q: 3 clusters Score -2462904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -2462904.000000 Penalty: 5006.964355
	Iteration 95Q: 3 clusters Score -2462904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -2462907.250000 Penalty: 5006.964355
	Iteration 96Q: 3 clusters Score -2462907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -2462909.000000 Penalty: 5006.964355
	Iteration 97Q: 3 clusters Score -2462909 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -2462913.000000 Penalty: 5006.964355
	Iteration 98Q: 3 clusters Score -2462913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -2462911.250000 Penalty: 5006.964355
	Iteration 99Q: 3 clusters Score -2462911 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -2462911.000000 Penalty: 5006.964355
	Iteration 100F: 3 clusters Score -2462911 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -2462915.250000 Penalty: 5006.964355
	Iteration 101Q: 3 clusters Score -2462915 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -2462918.500000 Penalty: 5006.964355
	Iteration 102Q: 3 clusters Score -2462918 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 23349 members 
Entering Unmasked Estep 
Score: -2462917.250000 Penalty: 5006.964355
	Iteration 103Q: 3 clusters Score -2462917 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 23350 members 
Entering Unmasked Estep 
Score: -2462917.500000 Penalty: 5006.964355
	Iteration 104Q: 3 clusters Score -2462918 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -2462916.750000 Penalty: 5006.964355
	Iteration 105Q: 3 clusters Score -2462917 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 23356 members 
Entering Unmasked Estep 
Score: -2462917.000000 Penalty: 5006.964355
	Iteration 106Q: 3 clusters Score -2462917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 23363 members 
Entering Unmasked Estep 
Score: -2462921.750000 Penalty: 5006.964355
	Iteration 107Q: 3 clusters Score -2462922 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 23373 members 
Entering Unmasked Estep 
Score: -2462927.000000 Penalty: 5006.964355
	Iteration 108Q: 3 clusters Score -2462927 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 23381 members 
Entering Unmasked Estep 
Score: -2462929.000000 Penalty: 5006.964355
	Iteration 109Q: 3 clusters Score -2462929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -2462939.500000 Penalty: 5006.964355
	Iteration 110Q: 3 clusters Score -2462940 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -2462943.750000 Penalty: 5006.964355
	Iteration 111Q: 3 clusters Score -2462944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 23396 members 
Entering Unmasked Estep 
Score: -2462946.000000 Penalty: 5006.964355
	Iteration 112Q: 3 clusters Score -2462946 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -2462946.500000 Penalty: 5006.964355
	Iteration 113Q: 3 clusters Score -2462946 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 23403 members 
Entering Unmasked Estep 
Score: -2462947.750000 Penalty: 5006.964355
	Iteration 114Q: 3 clusters Score -2462948 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 23406 members 
Entering Unmasked Estep 
Score: -2462946.250000 Penalty: 5006.964355
	Iteration 115Q: 3 clusters Score -2462946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -2462951.250000 Penalty: 5006.964355
	Iteration 116Q: 3 clusters Score -2462951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -2462953.250000 Penalty: 5006.964355
	Iteration 117Q: 3 clusters Score -2462953 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23418 members 
Entering Unmasked Estep 
Score: -2462955.000000 Penalty: 5006.964355
	Iteration 118Q: 3 clusters Score -2462955 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 23419 members 
Entering Unmasked Estep 
Score: -2462960.750000 Penalty: 5006.964355
	Iteration 119Q: 3 clusters Score -2462961 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 23421 members 
Entering Unmasked Estep 
Score: -2462958.750000 Penalty: 5006.964355
	Iteration 120F: 3 clusters Score -2462959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -2462959.000000 Penalty: 5006.964355
	Iteration 121Q: 3 clusters Score -2462959 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -2462958.500000 Penalty: 5006.964355
	Iteration 122Q: 3 clusters Score -2462958 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 23424 members 
Entering Unmasked Estep 
Score: -2462961.750000 Penalty: 5006.964355
	Iteration 123Q: 3 clusters Score -2462962 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2462963.000000 Penalty: 5006.964355
	Iteration 124Q: 3 clusters Score -2462963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2462958.250000 Penalty: 5006.964355
	Iteration 125Q: 3 clusters Score -2462958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -2462963.000000 Penalty: 5006.964355
	Iteration 126Q: 3 clusters Score -2462963 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2462961.250000 Penalty: 5006.964355
	Iteration 127Q: 3 clusters Score -2462961 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 23425 members 
Entering Unmasked Estep 
Score: -2462961.250000 Penalty: 5006.964355
	Iteration 128F: 3 clusters Score -2462961 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10783 members 
Entering Unmasked Estep 
Score: -1218689.375000 Penalty: 2302.860107
	Iteration 0F: 2 clusters Score -1218689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -1210552.250000 Penalty: 4605.720215
	Iteration 0F: 3 clusters Score -1210552 nChanged 4450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 5378 members 
Entering Unmasked Estep 
Score: -1212895.250000 Penalty: 4605.720215
	Iteration 1F: 3 clusters Score -1212895 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5383 members 
Entering Unmasked Estep 
Score: -1213188.500000 Penalty: 4605.720215
	Iteration 2F: 3 clusters Score -1213188 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5373 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1213400.500000 Penalty: 4605.720215
	Iteration 3Q: 3 clusters Score -1213400 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -1213573.125000 Penalty: 4605.720215
	Iteration 4Q: 3 clusters Score -1213573 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1213714.750000 Penalty: 4605.720215
	Iteration 5Q: 3 clusters Score -1213715 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1213845.250000 Penalty: 4605.720215
	Iteration 6Q: 3 clusters Score -1213845 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -1213951.125000 Penalty: 4605.720215
	Iteration 7Q: 3 clusters Score -1213951 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
Score: -1214051.625000 Penalty: 4605.720215
	Iteration 8Q: 3 clusters Score -1214052 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -1214162.375000 Penalty: 4605.720215
	Iteration 9Q: 3 clusters Score -1214162 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -1214262.750000 Penalty: 4605.720215
	Iteration 10Q: 3 clusters Score -1214263 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -1214352.250000 Penalty: 4605.720215
	Iteration 11Q: 3 clusters Score -1214352 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5075 members 
Mstep: Class 2 contains 5708 members 
Entering Unmasked Estep 
Score: -1214441.000000 Penalty: 4605.720215
	Iteration 12Q: 3 clusters Score -1214441 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -1214525.375000 Penalty: 4605.720215
	Iteration 13Q: 3 clusters Score -1214525 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 5778 members 
Entering Unmasked Estep 
Score: -1214617.750000 Penalty: 4605.720215
	Iteration 14Q: 3 clusters Score -1214618 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 5817 members 
Entering Unmasked Estep 
Score: -1214697.250000 Penalty: 4605.720215
	Iteration 15Q: 3 clusters Score -1214697 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 5844 members 
Entering Unmasked Estep 
Score: -1214798.875000 Penalty: 4605.720215
	Iteration 16Q: 3 clusters Score -1214799 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1214894.000000 Penalty: 4605.720215
	Iteration 17Q: 3 clusters Score -1214894 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 5964 members 
Entering Unmasked Estep 
Score: -1214991.750000 Penalty: 4605.720215
	Iteration 18Q: 3 clusters Score -1214992 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1215089.125000 Penalty: 4605.720215
	Iteration 19Q: 3 clusters Score -1215089 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -1215162.375000 Penalty: 4605.720215
	Iteration 20F: 3 clusters Score -1215162 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1215223.750000 Penalty: 4605.720215
	Iteration 21Q: 3 clusters Score -1215224 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 6278 members 
Entering Unmasked Estep 
Score: -1215278.000000 Penalty: 4605.720215
	Iteration 22Q: 3 clusters Score -1215278 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4415 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -1215332.625000 Penalty: 4605.720215
	Iteration 23Q: 3 clusters Score -1215333 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 6467 members 
Entering Unmasked Estep 
Score: -1215369.250000 Penalty: 4605.720215
	Iteration 24Q: 3 clusters Score -1215369 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -1215404.625000 Penalty: 4605.720215
	Iteration 25Q: 3 clusters Score -1215405 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 6639 members 
Entering Unmasked Estep 
Score: -1215434.875000 Penalty: 4605.720215
	Iteration 26Q: 3 clusters Score -1215435 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -1215458.125000 Penalty: 4605.720215
	Iteration 27Q: 3 clusters Score -1215458 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -1215486.875000 Penalty: 4605.720215
	Iteration 28Q: 3 clusters Score -1215487 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1215502.875000 Penalty: 4605.720215
	Iteration 29Q: 3 clusters Score -1215503 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 6923 members 
Entering Unmasked Estep 
Score: -1215521.750000 Penalty: 4605.720215
	Iteration 30Q: 3 clusters Score -1215522 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 6981 members 
Entering Unmasked Estep 
Score: -1215535.250000 Penalty: 4605.720215
	Iteration 31Q: 3 clusters Score -1215535 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 7029 members 
Entering Unmasked Estep 
Score: -1215552.750000 Penalty: 4605.720215
	Iteration 32Q: 3 clusters Score -1215553 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 7076 members 
Entering Unmasked Estep 
Score: -1215561.625000 Penalty: 4605.720215
	Iteration 33Q: 3 clusters Score -1215562 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 7121 members 
Entering Unmasked Estep 
Score: -1215570.250000 Penalty: 4605.720215
	Iteration 34Q: 3 clusters Score -1215570 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 7148 members 
Entering Unmasked Estep 
Score: -1215578.250000 Penalty: 4605.720215
	Iteration 35Q: 3 clusters Score -1215578 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1215584.625000 Penalty: 4605.720215
	Iteration 36Q: 3 clusters Score -1215585 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -1215593.125000 Penalty: 4605.720215
	Iteration 37Q: 3 clusters Score -1215593 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -1215601.625000 Penalty: 4605.720215
	Iteration 38Q: 3 clusters Score -1215602 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -1215606.500000 Penalty: 4605.720215
	Iteration 39Q: 3 clusters Score -1215606 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 7346 members 
Entering Unmasked Estep 
Score: -1215616.750000 Penalty: 4605.720215
	Iteration 40F: 3 clusters Score -1215617 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -1215628.000000 Penalty: 4605.720215
	Iteration 41Q: 3 clusters Score -1215628 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 7446 members 
Entering Unmasked Estep 
Score: -1215636.500000 Penalty: 4605.720215
	Iteration 42Q: 3 clusters Score -1215636 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 7499 members 
Entering Unmasked Estep 
Score: -1215651.875000 Penalty: 4605.720215
	Iteration 43Q: 3 clusters Score -1215652 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 7566 members 
Entering Unmasked Estep 
Score: -1215671.125000 Penalty: 4605.720215
	Iteration 44Q: 3 clusters Score -1215671 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -1215692.625000 Penalty: 4605.720215
	Iteration 45Q: 3 clusters Score -1215693 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3075 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1215712.875000 Penalty: 4605.720215
	Iteration 46Q: 3 clusters Score -1215713 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 7785 members 
Entering Unmasked Estep 
Score: -1215734.375000 Penalty: 4605.720215
	Iteration 47Q: 3 clusters Score -1215734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -1215756.875000 Penalty: 4605.720215
	Iteration 48Q: 3 clusters Score -1215757 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -1215781.750000 Penalty: 4605.720215
	Iteration 49Q: 3 clusters Score -1215782 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2801 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -1215798.250000 Penalty: 4605.720215
	Iteration 50Q: 3 clusters Score -1215798 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 8057 members 
Entering Unmasked Estep 
Score: -1215825.250000 Penalty: 4605.720215
	Iteration 51Q: 3 clusters Score -1215825 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 8120 members 
Entering Unmasked Estep 
Score: -1215845.875000 Penalty: 4605.720215
	Iteration 52Q: 3 clusters Score -1215846 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 8196 members 
Entering Unmasked Estep 
Score: -1215873.500000 Penalty: 4605.720215
	Iteration 53Q: 3 clusters Score -1215874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -1215901.125000 Penalty: 4605.720215
	Iteration 54Q: 3 clusters Score -1215901 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -1215928.375000 Penalty: 4605.720215
	Iteration 55Q: 3 clusters Score -1215928 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1215954.125000 Penalty: 4605.720215
	Iteration 56Q: 3 clusters Score -1215954 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 8501 members 
Entering Unmasked Estep 
Score: -1215975.250000 Penalty: 4605.720215
	Iteration 57Q: 3 clusters Score -1215975 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -1215998.875000 Penalty: 4605.720215
	Iteration 58Q: 3 clusters Score -1215999 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -1216017.250000 Penalty: 4605.720215
	Iteration 59Q: 3 clusters Score -1216017 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -1216040.375000 Penalty: 4605.720215
	Iteration 60F: 3 clusters Score -1216040 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -1216064.500000 Penalty: 4605.720215
	Iteration 61Q: 3 clusters Score -1216064 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1216089.500000 Penalty: 4605.720215
	Iteration 62Q: 3 clusters Score -1216090 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8892 members 
Entering Unmasked Estep 
Score: -1216106.125000 Penalty: 4605.720215
	Iteration 63Q: 3 clusters Score -1216106 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -1216132.125000 Penalty: 4605.720215
	Iteration 64Q: 3 clusters Score -1216132 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -1216154.250000 Penalty: 4605.720215
	Iteration 65Q: 3 clusters Score -1216154 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -1216167.625000 Penalty: 4605.720215
	Iteration 66Q: 3 clusters Score -1216168 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -1216192.875000 Penalty: 4605.720215
	Iteration 67Q: 3 clusters Score -1216193 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 9158 members 
Entering Unmasked Estep 
Score: -1216202.125000 Penalty: 4605.720215
	Iteration 68Q: 3 clusters Score -1216202 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 9205 members 
Entering Unmasked Estep 
Score: -1216218.125000 Penalty: 4605.720215
	Iteration 69Q: 3 clusters Score -1216218 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9250 members 
Entering Unmasked Estep 
Score: -1216243.250000 Penalty: 4605.720215
	Iteration 70Q: 3 clusters Score -1216243 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 9302 members 
Entering Unmasked Estep 
Score: -1216264.375000 Penalty: 4605.720215
	Iteration 71Q: 3 clusters Score -1216264 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 9357 members 
Entering Unmasked Estep 
Score: -1216291.875000 Penalty: 4605.720215
	Iteration 72Q: 3 clusters Score -1216292 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 9403 members 
Entering Unmasked Estep 
Score: -1216312.625000 Penalty: 4605.720215
	Iteration 73Q: 3 clusters Score -1216313 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -1216338.500000 Penalty: 4605.720215
	Iteration 74Q: 3 clusters Score -1216338 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -1216360.500000 Penalty: 4605.720215
	Iteration 75Q: 3 clusters Score -1216360 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 9555 members 
Entering Unmasked Estep 
Score: -1216381.625000 Penalty: 4605.720215
	Iteration 76Q: 3 clusters Score -1216382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1216392.750000 Penalty: 4605.720215
	Iteration 77Q: 3 clusters Score -1216393 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -1216409.750000 Penalty: 4605.720215
	Iteration 78Q: 3 clusters Score -1216410 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -1216422.125000 Penalty: 4605.720215
	Iteration 79Q: 3 clusters Score -1216422 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 9673 members 
Entering Unmasked Estep 
Score: -1216431.625000 Penalty: 4605.720215
	Iteration 80F: 3 clusters Score -1216432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -1216443.500000 Penalty: 4605.720215
	Iteration 81Q: 3 clusters Score -1216444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
Score: -1216452.750000 Penalty: 4605.720215
	Iteration 82Q: 3 clusters Score -1216453 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -1216465.625000 Penalty: 4605.720215
	Iteration 83Q: 3 clusters Score -1216466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1216477.625000 Penalty: 4605.720215
	Iteration 84Q: 3 clusters Score -1216478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -1216488.000000 Penalty: 4605.720215
	Iteration 85Q: 3 clusters Score -1216488 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -1216498.000000 Penalty: 4605.720215
	Iteration 86Q: 3 clusters Score -1216498 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 9820 members 
Entering Unmasked Estep 
Score: -1216503.500000 Penalty: 4605.720215
	Iteration 87Q: 3 clusters Score -1216504 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -1216514.125000 Penalty: 4605.720215
	Iteration 88Q: 3 clusters Score -1216514 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -1216524.875000 Penalty: 4605.720215
	Iteration 89Q: 3 clusters Score -1216525 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -1216540.250000 Penalty: 4605.720215
	Iteration 90Q: 3 clusters Score -1216540 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -1216555.750000 Penalty: 4605.720215
	Iteration 91Q: 3 clusters Score -1216556 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 9943 members 
Entering Unmasked Estep 
Score: -1216572.000000 Penalty: 4605.720215
	Iteration 92Q: 3 clusters Score -1216572 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 9967 members 
Entering Unmasked Estep 
Score: -1216576.625000 Penalty: 4605.720215
	Iteration 93Q: 3 clusters Score -1216577 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -1216589.500000 Penalty: 4605.720215
	Iteration 94Q: 3 clusters Score -1216590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -1216598.500000 Penalty: 4605.720215
	Iteration 95Q: 3 clusters Score -1216598 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -1216611.750000 Penalty: 4605.720215
	Iteration 96Q: 3 clusters Score -1216612 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -1216622.625000 Penalty: 4605.720215
	Iteration 97Q: 3 clusters Score -1216623 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -1216630.375000 Penalty: 4605.720215
	Iteration 98Q: 3 clusters Score -1216630 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -1216640.000000 Penalty: 4605.720215
	Iteration 99Q: 3 clusters Score -1216640 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -1216651.375000 Penalty: 4605.720215
	Iteration 100F: 3 clusters Score -1216651 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -1216657.250000 Penalty: 4605.720215
	Iteration 101Q: 3 clusters Score -1216657 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 10114 members 
Entering Unmasked Estep 
Score: -1216661.500000 Penalty: 4605.720215
	Iteration 102Q: 3 clusters Score -1216662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -1216666.125000 Penalty: 4605.720215
	Iteration 103Q: 3 clusters Score -1216666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -1216669.500000 Penalty: 4605.720215
	Iteration 104Q: 3 clusters Score -1216670 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 10128 members 
Entering Unmasked Estep 
Score: -1216673.750000 Penalty: 4605.720215
	Iteration 105Q: 3 clusters Score -1216674 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -1216674.750000 Penalty: 4605.720215
	Iteration 106Q: 3 clusters Score -1216675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -1216676.125000 Penalty: 4605.720215
	Iteration 107Q: 3 clusters Score -1216676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1216677.875000 Penalty: 4605.720215
	Iteration 108Q: 3 clusters Score -1216678 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -1216677.875000 Penalty: 4605.720215
	Iteration 109F: 3 clusters Score -1216678 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (274420 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274420 members 
Entering Unmasked Estep 
Score: -32223226.000000 Penalty: 3105.559082
	Iteration 0F: 2 clusters Score -3.222323e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137270 members 
Mstep: Class 2 contains 137150 members 
Entering Unmasked Estep 
Score: -32051170.000000 Penalty: 6211.118164
	Iteration 0F: 3 clusters Score -3.205117e+07 nChanged 132792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136684 members 
Mstep: Class 2 contains 137736 members 
Entering Unmasked Estep 
Score: -32129100.000000 Penalty: 6211.118164
	Iteration 1F: 3 clusters Score -3.21291e+07 nChanged 6024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136510 members 
Mstep: Class 2 contains 137910 members 
Entering Unmasked Estep 
Score: -32130054.000000 Penalty: 6211.118164
	Iteration 2Q: 3 clusters Score -3.213005e+07 nChanged 6383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136141 members 
Mstep: Class 2 contains 138279 members 
Entering Unmasked Estep 
Score: -32131478.000000 Penalty: 6211.118164
	Iteration 3Q: 3 clusters Score -3.213148e+07 nChanged 7601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135380 members 
Mstep: Class 2 contains 139040 members 
Entering Unmasked Estep 
Score: -32133800.000000 Penalty: 6211.118164
	Iteration 4Q: 3 clusters Score -3.21338e+07 nChanged 9780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133766 members 
Mstep: Class 2 contains 140654 members 
Entering Unmasked Estep 
Score: -32137640.000000 Penalty: 6211.118164
	Iteration 5Q: 3 clusters Score -3.213764e+07 nChanged 12940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130624 members 
Mstep: Class 2 contains 143796 members 
Entering Unmasked Estep 
Score: -32144026.000000 Penalty: 6211.118164
	Iteration 6Q: 3 clusters Score -3.214403e+07 nChanged 16642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124980 members 
Mstep: Class 2 contains 149440 members 
Entering Unmasked Estep 
Score: -32154206.000000 Penalty: 6211.118164
	Iteration 7F: 3 clusters Score -3.215421e+07 nChanged 19826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116060 members 
Mstep: Class 2 contains 158360 members 
Entering Unmasked Estep 
Score: -32167300.000000 Penalty: 6211.118164
	Iteration 8F: 3 clusters Score -3.21673e+07 nChanged 20697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104069 members 
Mstep: Class 2 contains 170351 members 
Entering Unmasked Estep 
Score: -32183210.000000 Penalty: 6211.118164
	Iteration 9F: 3 clusters Score -3.218321e+07 nChanged 19016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90473 members 
Mstep: Class 2 contains 183947 members 
Entering Unmasked Estep 
Score: -32199246.000000 Penalty: 6211.118164
	Iteration 10F: 3 clusters Score -3.219925e+07 nChanged 15354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77073 members 
Mstep: Class 2 contains 197347 members 
Entering Unmasked Estep 
Score: -32209620.000000 Penalty: 6211.118164
	Iteration 11F: 3 clusters Score -3.220962e+07 nChanged 12319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64898 members 
Mstep: Class 2 contains 209522 members 
Entering Unmasked Estep 
Score: -32213372.000000 Penalty: 6211.118164
	Iteration 12Q: 3 clusters Score -3.221337e+07 nChanged 11813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 221335 members 
Entering Unmasked Estep 
Score: -32215390.000000 Penalty: 6211.118164
	Iteration 13Q: 3 clusters Score -3.221539e+07 nChanged 11421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 232756 members 
Entering Unmasked Estep 
Score: -32216898.000000 Penalty: 6211.118164
	Iteration 14Q: 3 clusters Score -3.22169e+07 nChanged 10102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31562 members 
Mstep: Class 2 contains 242858 members 
Entering Unmasked Estep 
Score: -32218276.000000 Penalty: 6211.118164
	Iteration 15Q: 3 clusters Score -3.221828e+07 nChanged 8212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 251070 members 
Entering Unmasked Estep 
Score: -32219264.000000 Penalty: 6211.118164
	Iteration 16Q: 3 clusters Score -3.221926e+07 nChanged 6379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16971 members 
Mstep: Class 2 contains 257449 members 
Entering Unmasked Estep 
Score: -32220224.000000 Penalty: 6211.118164
	Iteration 17Q: 3 clusters Score -3.222022e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 262085 members 
Entering Unmasked Estep 
Score: -32220610.000000 Penalty: 6211.118164
	Iteration 18Q: 3 clusters Score -3.222061e+07 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9381 members 
Mstep: Class 2 contains 265039 members 
Entering Unmasked Estep 
Score: -32220736.000000 Penalty: 6211.118164
	Iteration 19Q: 3 clusters Score -3.222074e+07 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 266814 members 
Entering Unmasked Estep 
Score: -32221210.000000 Penalty: 6211.118164
	Iteration 20F: 3 clusters Score -3.222121e+07 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 268651 members 
Entering Unmasked Estep 
Score: -32221398.000000 Penalty: 6211.118164
	Iteration 21Q: 3 clusters Score -3.22214e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 269873 members 
Entering Unmasked Estep 
Score: -32221624.000000 Penalty: 6211.118164
	Iteration 22Q: 3 clusters Score -3.222162e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 270748 members 
Entering Unmasked Estep 
Score: -32221472.000000 Penalty: 6211.118164
	Iteration 23Q: 3 clusters Score -3.222147e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 271430 members 
Entering Unmasked Estep 
Score: -32221390.000000 Penalty: 6211.118164
	Iteration 24Q: 3 clusters Score -3.222139e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 271916 members 
Entering Unmasked Estep 
Score: -32221450.000000 Penalty: 6211.118164
	Iteration 25Q: 3 clusters Score -3.222145e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 272249 members 
Entering Unmasked Estep 
Score: -32221490.000000 Penalty: 6211.118164
	Iteration 26Q: 3 clusters Score -3.222149e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 272491 members 
Entering Unmasked Estep 
Score: -32221408.000000 Penalty: 6211.118164
	Iteration 27Q: 3 clusters Score -3.222141e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 272668 members 
Entering Unmasked Estep 
Score: -32221352.000000 Penalty: 6211.118164
	Iteration 28Q: 3 clusters Score -3.222135e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 272813 members 
Entering Unmasked Estep 
Score: -32221270.000000 Penalty: 6211.118164
	Iteration 29Q: 3 clusters Score -3.222127e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 272929 members 
Entering Unmasked Estep 
Score: -32221262.000000 Penalty: 6211.118164
	Iteration 30Q: 3 clusters Score -3.222126e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 273041 members 
Entering Unmasked Estep 
Score: -32221232.000000 Penalty: 6211.118164
	Iteration 31Q: 3 clusters Score -3.222123e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 273121 members 
Entering Unmasked Estep 
Score: -32221250.000000 Penalty: 6211.118164
	Iteration 32Q: 3 clusters Score -3.222125e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 273180 members 
Entering Unmasked Estep 
Score: -32221242.000000 Penalty: 6211.118164
	Iteration 33Q: 3 clusters Score -3.222124e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 273225 members 
Entering Unmasked Estep 
Score: -32221206.000000 Penalty: 6211.118164
	Iteration 34Q: 3 clusters Score -3.222121e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 273268 members 
Entering Unmasked Estep 
Score: -32221212.000000 Penalty: 6211.118164
	Iteration 35Q: 3 clusters Score -3.222121e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 273296 members 
Entering Unmasked Estep 
Score: -32221212.000000 Penalty: 6211.118164
	Iteration 36Q: 3 clusters Score -3.222121e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 273324 members 
Entering Unmasked Estep 
Score: -32221178.000000 Penalty: 6211.118164
	Iteration 37Q: 3 clusters Score -3.222118e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 273350 members 
Entering Unmasked Estep 
Score: -32221170.000000 Penalty: 6211.118164
	Iteration 38Q: 3 clusters Score -3.222117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 273370 members 
Entering Unmasked Estep 
Score: -32221184.000000 Penalty: 6211.118164
	Iteration 39Q: 3 clusters Score -3.222118e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 273391 members 
Entering Unmasked Estep 
Score: -32221156.000000 Penalty: 6211.118164
	Iteration 40F: 3 clusters Score -3.222116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 273404 members 
Entering Unmasked Estep 
Score: -32221138.000000 Penalty: 6211.118164
	Iteration 41Q: 3 clusters Score -3.222114e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 273415 members 
Entering Unmasked Estep 
Score: -32221176.000000 Penalty: 6211.118164
	Iteration 42Q: 3 clusters Score -3.222118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 273424 members 
Entering Unmasked Estep 
Score: -32221158.000000 Penalty: 6211.118164
	Iteration 43Q: 3 clusters Score -3.222116e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 273439 members 
Entering Unmasked Estep 
Score: -32221168.000000 Penalty: 6211.118164
	Iteration 44Q: 3 clusters Score -3.222117e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 273448 members 
Entering Unmasked Estep 
Score: -32221148.000000 Penalty: 6211.118164
	Iteration 45Q: 3 clusters Score -3.222115e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 273459 members 
Entering Unmasked Estep 
Score: -32221144.000000 Penalty: 6211.118164
	Iteration 46Q: 3 clusters Score -3.222114e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 273468 members 
Entering Unmasked Estep 
Score: -32221124.000000 Penalty: 6211.118164
	Iteration 47Q: 3 clusters Score -3.222112e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 273474 members 
Entering Unmasked Estep 
Score: -32221158.000000 Penalty: 6211.118164
	Iteration 48Q: 3 clusters Score -3.222116e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 273479 members 
Entering Unmasked Estep 
Score: -32221170.000000 Penalty: 6211.118164
	Iteration 49Q: 3 clusters Score -3.222117e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 273483 members 
Entering Unmasked Estep 
Score: -32221168.000000 Penalty: 6211.118164
	Iteration 50Q: 3 clusters Score -3.222117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 273487 members 
Entering Unmasked Estep 
Score: -32221172.000000 Penalty: 6211.118164
	Iteration 51Q: 3 clusters Score -3.222117e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 273492 members 
Entering Unmasked Estep 
Score: -32221156.000000 Penalty: 6211.118164
	Iteration 52Q: 3 clusters Score -3.222116e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 273499 members 
Entering Unmasked Estep 
Score: -32221172.000000 Penalty: 6211.118164
	Iteration 53Q: 3 clusters Score -3.222117e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 273503 members 
Entering Unmasked Estep 
Score: -32221176.000000 Penalty: 6211.118164
	Iteration 54Q: 3 clusters Score -3.222118e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 273505 members 
Entering Unmasked Estep 
Score: -32221158.000000 Penalty: 6211.118164
	Iteration 55Q: 3 clusters Score -3.222116e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 273505 members 
Entering Unmasked Estep 
Score: -32221158.000000 Penalty: 6211.118164
	Iteration 56F: 3 clusters Score -3.222116e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (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: -247248.578125 Penalty: 1923.323975
	Iteration 0F: 2 clusters Score -247248.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -244388.250000 Penalty: 3846.647949
	Iteration 0F: 3 clusters Score -244388.2 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -244951.937500 Penalty: 3846.647949
	Iteration 1F: 3 clusters Score -244951.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -245189.140625 Penalty: 3846.647949
	Iteration 2F: 3 clusters Score -245189.1 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -245394.828125 Penalty: 3846.647949
	Iteration 3F: 3 clusters Score -245394.8 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -245626.156250 Penalty: 3846.647949
	Iteration 4F: 3 clusters Score -245626.2 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -245906.078125 Penalty: 3846.647949
	Iteration 5F: 3 clusters Score -245906.1 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -246146.109375 Penalty: 3846.647949
	Iteration 6F: 3 clusters Score -246146.1 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -246371.281250 Penalty: 3846.647949
	Iteration 7F: 3 clusters Score -246371.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -246544.656250 Penalty: 3846.647949
	Iteration 8Q: 3 clusters Score -246544.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -246690.609375 Penalty: 3846.647949
	Iteration 9Q: 3 clusters Score -246690.6 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -246832.515625 Penalty: 3846.647949
	Iteration 10Q: 3 clusters Score -246832.5 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -246949.203125 Penalty: 3846.647949
	Iteration 11Q: 3 clusters Score -246949.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -247030.718750 Penalty: 3846.647949
	Iteration 12Q: 3 clusters Score -247030.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -247076.968750 Penalty: 3846.647949
	Iteration 13Q: 3 clusters Score -247077 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -247109.421875 Penalty: 3846.647949
	Iteration 14Q: 3 clusters Score -247109.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -247164.734375 Penalty: 3846.647949
	Iteration 15Q: 3 clusters Score -247164.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -247213.500000 Penalty: 3846.647949
	Iteration 16Q: 3 clusters Score -247213.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -247249.250000 Penalty: 3846.647949
	Iteration 17Q: 3 clusters Score -247249.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -247272.796875 Penalty: 3846.647949
	Iteration 18Q: 3 clusters Score -247272.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -247289.906250 Penalty: 3846.647949
	Iteration 19Q: 3 clusters Score -247289.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -247314.296875 Penalty: 3846.647949
	Iteration 20F: 3 clusters Score -247314.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -247332.515625 Penalty: 3846.647949
	Iteration 21Q: 3 clusters Score -247332.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -247345.531250 Penalty: 3846.647949
	Iteration 22Q: 3 clusters Score -247345.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -247376.531250 Penalty: 3846.647949
	Iteration 23Q: 3 clusters Score -247376.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -247453.546875 Penalty: 3846.647949
	Iteration 24Q: 3 clusters Score -247453.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -247630.109375 Penalty: 3846.647949
	Iteration 25Q: 3 clusters Score -247630.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -247902.765625 Penalty: 3846.647949
	Iteration 26Q: 3 clusters Score -247902.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -247929.218750 Penalty: 3846.647949
	Iteration 27Q: 3 clusters Score -247929.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -247935.234375 Penalty: 3846.647949
	Iteration 28Q: 3 clusters Score -247935.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -247938.109375 Penalty: 3846.647949
	Iteration 29Q: 3 clusters Score -247938.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -247939.296875 Penalty: 3846.647949
	Iteration 30Q: 3 clusters Score -247939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -247939.296875 Penalty: 3846.647949
	Iteration 31F: 3 clusters Score -247939.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 1572 members 
Mstep: Class 3 contains 184274 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20768 members 
Mstep: Class 6 contains 81134 members 
Mstep: Class 7 contains 61837 members 
Mstep: Class 8 contains 24214 members 
Mstep: Class 9 contains 10783 members 
Mstep: Class 10 contains 274420 members 
Mstep: Class 11 contains 762 members 
Mstep: Class 12 contains 30684 members 
Mstep: Class 13 contains 28929 members 
Mstep: Class 14 contains 226971 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 26748 members 
Mstep: Class 17 contains 5991 members 
Mstep: Class 18 contains 19114 members 
Mstep: Class 19 contains 251281 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3843 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 82791 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9166 members 
Entering Unmasked Estep 
Score: -161416832.000000 Penalty: 98363.328125
Splitting cluster 11 changes total score from -161418080.000000 to -161416832.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 12 (30684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Entering Unmasked Estep 
Score: -3654405.000000 Penalty: 2562.211182
	Iteration 0F: 2 clusters Score -3654405 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3633411.250000 Penalty: 5124.422363
	Iteration 0F: 3 clusters Score -3633411 nChanged 13870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -3641083.250000 Penalty: 5124.422363
	Iteration 1F: 3 clusters Score -3641083 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 12738 members 
Entering Unmasked Estep 
Score: -3641777.000000 Penalty: 5124.422363
	Iteration 2F: 3 clusters Score -3641777 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 11449 members 
Entering Unmasked Estep 
Score: -3642629.000000 Penalty: 5124.422363
	Iteration 3F: 3 clusters Score -3642629 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -3643747.750000 Penalty: 5124.422363
	Iteration 4F: 3 clusters Score -3643748 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22706 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3645324.000000 Penalty: 5124.422363
	Iteration 5F: 3 clusters Score -3645324 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 5927 members 
Entering Unmasked Estep 
Score: -3647130.000000 Penalty: 5124.422363
	Iteration 6F: 3 clusters Score -3647130 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -3648799.250000 Penalty: 5124.422363
	Iteration 7F: 3 clusters Score -3648799 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28075 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3650171.500000 Penalty: 5124.422363
	Iteration 8Q: 3 clusters Score -3650172 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -3651007.500000 Penalty: 5124.422363
	Iteration 9Q: 3 clusters Score -3651008 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -3651495.250000 Penalty: 5124.422363
	Iteration 10Q: 3 clusters Score -3651495 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29847 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3651758.250000 Penalty: 5124.422363
	Iteration 11Q: 3 clusters Score -3651758 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29983 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3651909.500000 Penalty: 5124.422363
	Iteration 12Q: 3 clusters Score -3651910 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3651998.500000 Penalty: 5124.422363
	Iteration 13Q: 3 clusters Score -3651998 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3652061.250000 Penalty: 5124.422363
	Iteration 14Q: 3 clusters Score -3652061 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -3652104.000000 Penalty: 5124.422363
	Iteration 15Q: 3 clusters Score -3652104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30180 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -3652131.750000 Penalty: 5124.422363
	Iteration 16Q: 3 clusters Score -3652132 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3652154.000000 Penalty: 5124.422363
	Iteration 17Q: 3 clusters Score -3652154 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -3652169.750000 Penalty: 5124.422363
	Iteration 18Q: 3 clusters Score -3652170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3652183.500000 Penalty: 5124.422363
	Iteration 19Q: 3 clusters Score -3652184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3652194.000000 Penalty: 5124.422363
	Iteration 20F: 3 clusters Score -3652194 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -3652210.250000 Penalty: 5124.422363
	Iteration 21Q: 3 clusters Score -3652210 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30246 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3652223.000000 Penalty: 5124.422363
	Iteration 22Q: 3 clusters Score -3652223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3652231.000000 Penalty: 5124.422363
	Iteration 23Q: 3 clusters Score -3652231 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30253 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3652240.750000 Penalty: 5124.422363
	Iteration 24Q: 3 clusters Score -3652241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30256 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3652236.500000 Penalty: 5124.422363
	Iteration 25Q: 3 clusters Score -3652236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3652239.750000 Penalty: 5124.422363
	Iteration 26Q: 3 clusters Score -3652240 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30257 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3652239.750000 Penalty: 5124.422363
	Iteration 27F: 3 clusters Score -3652240 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (28929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28929 members 
Entering Unmasked Estep 
Score: -3455733.250000 Penalty: 2547.604736
	Iteration 0F: 2 clusters Score -3455733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14490 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -3435744.000000 Penalty: 5095.209473
	Iteration 0F: 3 clusters Score -3435744 nChanged 12962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14688 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -3442854.500000 Penalty: 5095.209473
	Iteration 1F: 3 clusters Score -3442854 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14772 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -3443372.500000 Penalty: 5095.209473
	Iteration 2Q: 3 clusters Score -3443372 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14934 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -3443878.500000 Penalty: 5095.209473
	Iteration 3Q: 3 clusters Score -3443878 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -3444396.750000 Penalty: 5095.209473
	Iteration 4Q: 3 clusters Score -3444397 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 13463 members 
Entering Unmasked Estep 
Score: -3444962.500000 Penalty: 5095.209473
	Iteration 5Q: 3 clusters Score -3444962 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15914 members 
Mstep: Class 2 contains 13015 members 
Entering Unmasked Estep 
Score: -3445559.500000 Penalty: 5095.209473
	Iteration 6Q: 3 clusters Score -3445560 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16538 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -3446275.000000 Penalty: 5095.209473
	Iteration 7Q: 3 clusters Score -3446275 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17361 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -3447180.750000 Penalty: 5095.209473
	Iteration 8F: 3 clusters Score -3447181 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 10617 members 
Entering Unmasked Estep 
Score: -3448334.750000 Penalty: 5095.209473
	Iteration 9F: 3 clusters Score -3448335 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19292 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3449644.500000 Penalty: 5095.209473
	Iteration 10F: 3 clusters Score -3449644 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3450859.500000 Penalty: 5095.209473
	Iteration 11F: 3 clusters Score -3450860 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20901 members 
Mstep: Class 2 contains 8028 members 
Entering Unmasked Estep 
Score: -3451709.000000 Penalty: 5095.209473
	Iteration 12Q: 3 clusters Score -3451709 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21463 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -3452137.250000 Penalty: 5095.209473
	Iteration 13Q: 3 clusters Score -3452137 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21908 members 
Mstep: Class 2 contains 7021 members 
Entering Unmasked Estep 
Score: -3452401.250000 Penalty: 5095.209473
	Iteration 14Q: 3 clusters Score -3452401 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -3452593.250000 Penalty: 5095.209473
	Iteration 15Q: 3 clusters Score -3452593 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3452774.000000 Penalty: 5095.209473
	Iteration 16Q: 3 clusters Score -3452774 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 5990 members 
Entering Unmasked Estep 
Score: -3452922.500000 Penalty: 5095.209473
	Iteration 17Q: 3 clusters Score -3452922 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3453030.000000 Penalty: 5095.209473
	Iteration 18Q: 3 clusters Score -3453030 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -3453128.250000 Penalty: 5095.209473
	Iteration 19Q: 3 clusters Score -3453128 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23734 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -3453200.500000 Penalty: 5095.209473
	Iteration 20F: 3 clusters Score -3453200 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -3453274.750000 Penalty: 5095.209473
	Iteration 21Q: 3 clusters Score -3453275 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24163 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -3453341.750000 Penalty: 5095.209473
	Iteration 22Q: 3 clusters Score -3453342 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -3453384.750000 Penalty: 5095.209473
	Iteration 23Q: 3 clusters Score -3453385 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24557 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3453467.750000 Penalty: 5095.209473
	Iteration 24Q: 3 clusters Score -3453468 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -3453520.750000 Penalty: 5095.209473
	Iteration 25Q: 3 clusters Score -3453521 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -3453566.500000 Penalty: 5095.209473
	Iteration 26Q: 3 clusters Score -3453566 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -3453619.000000 Penalty: 5095.209473
	Iteration 27Q: 3 clusters Score -3453619 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25226 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -3453675.750000 Penalty: 5095.209473
	Iteration 28Q: 3 clusters Score -3453676 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -3453718.000000 Penalty: 5095.209473
	Iteration 29Q: 3 clusters Score -3453718 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25475 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -3453759.250000 Penalty: 5095.209473
	Iteration 30Q: 3 clusters Score -3453759 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 3341 members 
Entering Unmasked Estep 
Score: -3453795.000000 Penalty: 5095.209473
	Iteration 31Q: 3 clusters Score -3453795 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25689 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -3453830.250000 Penalty: 5095.209473
	Iteration 32Q: 3 clusters Score -3453830 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -3453853.750000 Penalty: 5095.209473
	Iteration 33Q: 3 clusters Score -3453854 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25847 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -3453876.250000 Penalty: 5095.209473
	Iteration 34Q: 3 clusters Score -3453876 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25916 members 
Mstep: Class 2 contains 3013 members 
Entering Unmasked Estep 
Score: -3453897.500000 Penalty: 5095.209473
	Iteration 35Q: 3 clusters Score -3453898 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25982 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -3453921.750000 Penalty: 5095.209473
	Iteration 36Q: 3 clusters Score -3453922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -3453940.500000 Penalty: 5095.209473
	Iteration 37Q: 3 clusters Score -3453940 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3453950.000000 Penalty: 5095.209473
	Iteration 38Q: 3 clusters Score -3453950 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -3453975.000000 Penalty: 5095.209473
	Iteration 39Q: 3 clusters Score -3453975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26217 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -3453991.750000 Penalty: 5095.209473
	Iteration 40F: 3 clusters Score -3453992 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -3454000.000000 Penalty: 5095.209473
	Iteration 41Q: 3 clusters Score -3454000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 2607 members 
Entering Unmasked Estep 
Score: -3454021.000000 Penalty: 5095.209473
	Iteration 42Q: 3 clusters Score -3454021 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -3454036.250000 Penalty: 5095.209473
	Iteration 43Q: 3 clusters Score -3454036 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -3454049.500000 Penalty: 5095.209473
	Iteration 44Q: 3 clusters Score -3454050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3454048.250000 Penalty: 5095.209473
	Iteration 45Q: 3 clusters Score -3454048 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26438 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -3454044.750000 Penalty: 5095.209473
	Iteration 46Q: 3 clusters Score -3454045 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26457 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -3454060.500000 Penalty: 5095.209473
	Iteration 47Q: 3 clusters Score -3454060 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26478 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -3454060.500000 Penalty: 5095.209473
	Iteration 48Q: 3 clusters Score -3454060 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -3454071.250000 Penalty: 5095.209473
	Iteration 49Q: 3 clusters Score -3454071 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3454087.000000 Penalty: 5095.209473
	Iteration 50Q: 3 clusters Score -3454087 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3454087.500000 Penalty: 5095.209473
	Iteration 51Q: 3 clusters Score -3454088 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -3454089.250000 Penalty: 5095.209473
	Iteration 52Q: 3 clusters Score -3454089 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -3454098.750000 Penalty: 5095.209473
	Iteration 53Q: 3 clusters Score -3454099 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -3454095.250000 Penalty: 5095.209473
	Iteration 54Q: 3 clusters Score -3454095 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26597 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -3454093.500000 Penalty: 5095.209473
	Iteration 55Q: 3 clusters Score -3454094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26605 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -3454089.500000 Penalty: 5095.209473
	Iteration 56Q: 3 clusters Score -3454090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26614 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -3454090.250000 Penalty: 5095.209473
	Iteration 57Q: 3 clusters Score -3454090 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -3454087.250000 Penalty: 5095.209473
	Iteration 58Q: 3 clusters Score -3454087 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26634 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -3454095.750000 Penalty: 5095.209473
	Iteration 59Q: 3 clusters Score -3454096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -3454096.750000 Penalty: 5095.209473
	Iteration 60F: 3 clusters Score -3454097 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26652 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -3454097.000000 Penalty: 5095.209473
	Iteration 61Q: 3 clusters Score -3454097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
Score: -3454093.250000 Penalty: 5095.209473
	Iteration 62Q: 3 clusters Score -3454093 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -3454105.250000 Penalty: 5095.209473
	Iteration 63Q: 3 clusters Score -3454105 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3454107.750000 Penalty: 5095.209473
	Iteration 64Q: 3 clusters Score -3454108 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -3454101.250000 Penalty: 5095.209473
	Iteration 65Q: 3 clusters Score -3454101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -3454099.000000 Penalty: 5095.209473
	Iteration 66Q: 3 clusters Score -3454099 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -3454101.250000 Penalty: 5095.209473
	Iteration 67Q: 3 clusters Score -3454101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -3454107.000000 Penalty: 5095.209473
	Iteration 68Q: 3 clusters Score -3454107 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26704 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -3454103.000000 Penalty: 5095.209473
	Iteration 69Q: 3 clusters Score -3454103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -3454102.750000 Penalty: 5095.209473
	Iteration 70Q: 3 clusters Score -3454103 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26711 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3454108.750000 Penalty: 5095.209473
	Iteration 71Q: 3 clusters Score -3454109 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -3454110.750000 Penalty: 5095.209473
	Iteration 72Q: 3 clusters Score -3454111 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 2210 members 
Entering Unmasked Estep 
Score: -3454111.000000 Penalty: 5095.209473
	Iteration 73Q: 3 clusters Score -3454111 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -3454113.250000 Penalty: 5095.209473
	Iteration 74Q: 3 clusters Score -3454113 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26736 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -3454116.250000 Penalty: 5095.209473
	Iteration 75Q: 3 clusters Score -3454116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26742 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -3454120.250000 Penalty: 5095.209473
	Iteration 76Q: 3 clusters Score -3454120 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -3454115.000000 Penalty: 5095.209473
	Iteration 77Q: 3 clusters Score -3454115 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26758 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -3454115.750000 Penalty: 5095.209473
	Iteration 78Q: 3 clusters Score -3454116 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26766 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -3454120.250000 Penalty: 5095.209473
	Iteration 79Q: 3 clusters Score -3454120 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26774 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -3454120.500000 Penalty: 5095.209473
	Iteration 80F: 3 clusters Score -3454120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26784 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3454122.500000 Penalty: 5095.209473
	Iteration 81Q: 3 clusters Score -3454122 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26792 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -3454120.750000 Penalty: 5095.209473
	Iteration 82Q: 3 clusters Score -3454121 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -3454119.750000 Penalty: 5095.209473
	Iteration 83Q: 3 clusters Score -3454120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26800 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3454123.000000 Penalty: 5095.209473
	Iteration 84Q: 3 clusters Score -3454123 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26805 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -3454124.500000 Penalty: 5095.209473
	Iteration 85Q: 3 clusters Score -3454124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -3454128.000000 Penalty: 5095.209473
	Iteration 86Q: 3 clusters Score -3454128 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -3454128.000000 Penalty: 5095.209473
	Iteration 87Q: 3 clusters Score -3454128 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26830 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -3454136.750000 Penalty: 5095.209473
	Iteration 88Q: 3 clusters Score -3454137 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26839 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3454141.750000 Penalty: 5095.209473
	Iteration 89Q: 3 clusters Score -3454142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -3454141.500000 Penalty: 5095.209473
	Iteration 90Q: 3 clusters Score -3454142 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26864 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -3454144.500000 Penalty: 5095.209473
	Iteration 91Q: 3 clusters Score -3454144 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26875 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -3454146.500000 Penalty: 5095.209473
	Iteration 92Q: 3 clusters Score -3454146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -3454150.750000 Penalty: 5095.209473
	Iteration 93Q: 3 clusters Score -3454151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -3454151.500000 Penalty: 5095.209473
	Iteration 94Q: 3 clusters Score -3454152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26895 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -3454155.500000 Penalty: 5095.209473
	Iteration 95Q: 3 clusters Score -3454156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26900 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -3454150.500000 Penalty: 5095.209473
	Iteration 96Q: 3 clusters Score -3454150 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -3454154.000000 Penalty: 5095.209473
	Iteration 97Q: 3 clusters Score -3454154 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -3454152.000000 Penalty: 5095.209473
	Iteration 98Q: 3 clusters Score -3454152 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -3454150.000000 Penalty: 5095.209473
	Iteration 99Q: 3 clusters Score -3454150 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -3454149.250000 Penalty: 5095.209473
	Iteration 100F: 3 clusters Score -3454149 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -3454146.250000 Penalty: 5095.209473
	Iteration 101Q: 3 clusters Score -3454146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -3454145.250000 Penalty: 5095.209473
	Iteration 102Q: 3 clusters Score -3454145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3454144.250000 Penalty: 5095.209473
	Iteration 103Q: 3 clusters Score -3454144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26944 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -3454144.250000 Penalty: 5095.209473
	Iteration 104F: 3 clusters Score -3454144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (226971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226971 members 
Entering Unmasked Estep 
Score: -26737800.000000 Penalty: 3058.479248
	Iteration 0F: 2 clusters Score -2.67378e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113645 members 
Mstep: Class 2 contains 113326 members 
Entering Unmasked Estep 
Score: -26591846.000000 Penalty: 6116.958496
	Iteration 0F: 3 clusters Score -2.659185e+07 nChanged 109391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116342 members 
Mstep: Class 2 contains 110629 members 
Entering Unmasked Estep 
Score: -26657056.000000 Penalty: 6116.958496
	Iteration 1F: 3 clusters Score -2.665706e+07 nChanged 7914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118098 members 
Mstep: Class 2 contains 108873 members 
Entering Unmasked Estep 
Score: -26659760.000000 Penalty: 6116.958496
	Iteration 2Q: 3 clusters Score -2.665976e+07 nChanged 8809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120381 members 
Mstep: Class 2 contains 106590 members 
Entering Unmasked Estep 
Score: -26663226.000000 Penalty: 6116.958496
	Iteration 3Q: 3 clusters Score -2.666323e+07 nChanged 10169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123294 members 
Mstep: Class 2 contains 103677 members 
Entering Unmasked Estep 
Score: -26668272.000000 Penalty: 6116.958496
	Iteration 4Q: 3 clusters Score -2.666827e+07 nChanged 11786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126508 members 
Mstep: Class 2 contains 100463 members 
Entering Unmasked Estep 
Score: -26674482.000000 Penalty: 6116.958496
	Iteration 5F: 3 clusters Score -2.667448e+07 nChanged 13474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129862 members 
Mstep: Class 2 contains 97109 members 
Entering Unmasked Estep 
Score: -26682476.000000 Penalty: 6116.958496
	Iteration 6F: 3 clusters Score -2.668248e+07 nChanged 14519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133171 members 
Mstep: Class 2 contains 93800 members 
Entering Unmasked Estep 
Score: -26691844.000000 Penalty: 6116.958496
	Iteration 7F: 3 clusters Score -2.669184e+07 nChanged 14174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135955 members 
Mstep: Class 2 contains 91016 members 
Entering Unmasked Estep 
Score: -26700728.000000 Penalty: 6116.958496
	Iteration 8F: 3 clusters Score -2.670073e+07 nChanged 12281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138656 members 
Mstep: Class 2 contains 88315 members 
Entering Unmasked Estep 
Score: -26707288.000000 Penalty: 6116.958496
	Iteration 9F: 3 clusters Score -2.670729e+07 nChanged 9380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141178 members 
Mstep: Class 2 contains 85793 members 
Entering Unmasked Estep 
Score: -26711304.000000 Penalty: 6116.958496
	Iteration 10Q: 3 clusters Score -2.67113e+07 nChanged 6796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143692 members 
Mstep: Class 2 contains 83279 members 
Entering Unmasked Estep 
Score: -26713314.000000 Penalty: 6116.958496
	Iteration 11Q: 3 clusters Score -2.671331e+07 nChanged 4802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146098 members 
Mstep: Class 2 contains 80873 members 
Entering Unmasked Estep 
Score: -26714456.000000 Penalty: 6116.958496
	Iteration 12Q: 3 clusters Score -2.671446e+07 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148456 members 
Mstep: Class 2 contains 78515 members 
Entering Unmasked Estep 
Score: -26715198.000000 Penalty: 6116.958496
	Iteration 13Q: 3 clusters Score -2.67152e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150763 members 
Mstep: Class 2 contains 76208 members 
Entering Unmasked Estep 
Score: -26715806.000000 Penalty: 6116.958496
	Iteration 14Q: 3 clusters Score -2.671581e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153051 members 
Mstep: Class 2 contains 73920 members 
Entering Unmasked Estep 
Score: -26716240.000000 Penalty: 6116.958496
	Iteration 15Q: 3 clusters Score -2.671624e+07 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155362 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -26716644.000000 Penalty: 6116.958496
	Iteration 16Q: 3 clusters Score -2.671664e+07 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157640 members 
Mstep: Class 2 contains 69331 members 
Entering Unmasked Estep 
Score: -26717012.000000 Penalty: 6116.958496
	Iteration 17Q: 3 clusters Score -2.671701e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160112 members 
Mstep: Class 2 contains 66859 members 
Entering Unmasked Estep 
Score: -26717544.000000 Penalty: 6116.958496
	Iteration 18Q: 3 clusters Score -2.671754e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162648 members 
Mstep: Class 2 contains 64323 members 
Entering Unmasked Estep 
Score: -26717928.000000 Penalty: 6116.958496
	Iteration 19Q: 3 clusters Score -2.671793e+07 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165354 members 
Mstep: Class 2 contains 61617 members 
Entering Unmasked Estep 
Score: -26718336.000000 Penalty: 6116.958496
	Iteration 20F: 3 clusters Score -2.671834e+07 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168196 members 
Mstep: Class 2 contains 58775 members 
Entering Unmasked Estep 
Score: -26719170.000000 Penalty: 6116.958496
	Iteration 21Q: 3 clusters Score -2.671917e+07 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171070 members 
Mstep: Class 2 contains 55901 members 
Entering Unmasked Estep 
Score: -26719890.000000 Penalty: 6116.958496
	Iteration 22Q: 3 clusters Score -2.671989e+07 nChanged 2985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174023 members 
Mstep: Class 2 contains 52948 members 
Entering Unmasked Estep 
Score: -26720374.000000 Penalty: 6116.958496
	Iteration 23Q: 3 clusters Score -2.672037e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177007 members 
Mstep: Class 2 contains 49964 members 
Entering Unmasked Estep 
Score: -26721070.000000 Penalty: 6116.958496
	Iteration 24Q: 3 clusters Score -2.672107e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180152 members 
Mstep: Class 2 contains 46819 members 
Entering Unmasked Estep 
Score: -26721796.000000 Penalty: 6116.958496
	Iteration 25Q: 3 clusters Score -2.67218e+07 nChanged 3219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183357 members 
Mstep: Class 2 contains 43614 members 
Entering Unmasked Estep 
Score: -26722516.000000 Penalty: 6116.958496
	Iteration 26Q: 3 clusters Score -2.672252e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186595 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -26723286.000000 Penalty: 6116.958496
	Iteration 27Q: 3 clusters Score -2.672329e+07 nChanged 3197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189768 members 
Mstep: Class 2 contains 37203 members 
Entering Unmasked Estep 
Score: -26724188.000000 Penalty: 6116.958496
	Iteration 28Q: 3 clusters Score -2.672419e+07 nChanged 3150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192904 members 
Mstep: Class 2 contains 34067 members 
Entering Unmasked Estep 
Score: -26725058.000000 Penalty: 6116.958496
	Iteration 29Q: 3 clusters Score -2.672506e+07 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195985 members 
Mstep: Class 2 contains 30986 members 
Entering Unmasked Estep 
Score: -26725770.000000 Penalty: 6116.958496
	Iteration 30Q: 3 clusters Score -2.672577e+07 nChanged 2963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198944 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -26726574.000000 Penalty: 6116.958496
	Iteration 31Q: 3 clusters Score -2.672657e+07 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201726 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -26727458.000000 Penalty: 6116.958496
	Iteration 32Q: 3 clusters Score -2.672746e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204309 members 
Mstep: Class 2 contains 22662 members 
Entering Unmasked Estep 
Score: -26728194.000000 Penalty: 6116.958496
	Iteration 33Q: 3 clusters Score -2.672819e+07 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206691 members 
Mstep: Class 2 contains 20280 members 
Entering Unmasked Estep 
Score: -26728940.000000 Penalty: 6116.958496
	Iteration 34Q: 3 clusters Score -2.672894e+07 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208895 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -26729638.000000 Penalty: 6116.958496
	Iteration 35Q: 3 clusters Score -2.672964e+07 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210945 members 
Mstep: Class 2 contains 16026 members 
Entering Unmasked Estep 
Score: -26730354.000000 Penalty: 6116.958496
	Iteration 36Q: 3 clusters Score -2.673035e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212829 members 
Mstep: Class 2 contains 14142 members 
Entering Unmasked Estep 
Score: -26730974.000000 Penalty: 6116.958496
	Iteration 37Q: 3 clusters Score -2.673097e+07 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214494 members 
Mstep: Class 2 contains 12477 members 
Entering Unmasked Estep 
Score: -26731426.000000 Penalty: 6116.958496
	Iteration 38Q: 3 clusters Score -2.673143e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215944 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -26731960.000000 Penalty: 6116.958496
	Iteration 39Q: 3 clusters Score -2.673196e+07 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217205 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -26732376.000000 Penalty: 6116.958496
	Iteration 40F: 3 clusters Score -2.673238e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218277 members 
Mstep: Class 2 contains 8694 members 
Entering Unmasked Estep 
Score: -26732834.000000 Penalty: 6116.958496
	Iteration 41Q: 3 clusters Score -2.673283e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219184 members 
Mstep: Class 2 contains 7787 members 
Entering Unmasked Estep 
Score: -26733102.000000 Penalty: 6116.958496
	Iteration 42Q: 3 clusters Score -2.67331e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219960 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -26733428.000000 Penalty: 6116.958496
	Iteration 43Q: 3 clusters Score -2.673343e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220589 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -26733608.000000 Penalty: 6116.958496
	Iteration 44Q: 3 clusters Score -2.673361e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221110 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -26733812.000000 Penalty: 6116.958496
	Iteration 45Q: 3 clusters Score -2.673381e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221566 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -26733972.000000 Penalty: 6116.958496
	Iteration 46Q: 3 clusters Score -2.673397e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221961 members 
Mstep: Class 2 contains 5010 members 
Entering Unmasked Estep 
Score: -26734118.000000 Penalty: 6116.958496
	Iteration 47Q: 3 clusters Score -2.673412e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222296 members 
Mstep: Class 2 contains 4675 members 
Entering Unmasked Estep 
Score: -26734310.000000 Penalty: 6116.958496
	Iteration 48Q: 3 clusters Score -2.673431e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222598 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -26734416.000000 Penalty: 6116.958496
	Iteration 49Q: 3 clusters Score -2.673442e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222841 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -26734500.000000 Penalty: 6116.958496
	Iteration 50Q: 3 clusters Score -2.67345e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223063 members 
Mstep: Class 2 contains 3908 members 
Entering Unmasked Estep 
Score: -26734540.000000 Penalty: 6116.958496
	Iteration 51Q: 3 clusters Score -2.673454e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223255 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -26734594.000000 Penalty: 6116.958496
	Iteration 52Q: 3 clusters Score -2.673459e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223425 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -26734660.000000 Penalty: 6116.958496
	Iteration 53Q: 3 clusters Score -2.673466e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223573 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -26734704.000000 Penalty: 6116.958496
	Iteration 54Q: 3 clusters Score -2.67347e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223713 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -26734796.000000 Penalty: 6116.958496
	Iteration 55Q: 3 clusters Score -2.67348e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223822 members 
Mstep: Class 2 contains 3149 members 
Entering Unmasked Estep 
Score: -26734790.000000 Penalty: 6116.958496
	Iteration 56Q: 3 clusters Score -2.673479e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223913 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -26734824.000000 Penalty: 6116.958496
	Iteration 57Q: 3 clusters Score -2.673482e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223998 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -26734836.000000 Penalty: 6116.958496
	Iteration 58Q: 3 clusters Score -2.673484e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224074 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -26734862.000000 Penalty: 6116.958496
	Iteration 59Q: 3 clusters Score -2.673486e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224140 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -26734884.000000 Penalty: 6116.958496
	Iteration 60F: 3 clusters Score -2.673488e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224203 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -26734946.000000 Penalty: 6116.958496
	Iteration 61Q: 3 clusters Score -2.673495e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224259 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -26735004.000000 Penalty: 6116.958496
	Iteration 62Q: 3 clusters Score -2.6735e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224319 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -26735050.000000 Penalty: 6116.958496
	Iteration 63Q: 3 clusters Score -2.673505e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224382 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -26735032.000000 Penalty: 6116.958496
	Iteration 64Q: 3 clusters Score -2.673503e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224442 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -26735094.000000 Penalty: 6116.958496
	Iteration 65Q: 3 clusters Score -2.673509e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224492 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -26735128.000000 Penalty: 6116.958496
	Iteration 66Q: 3 clusters Score -2.673513e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224536 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -26735142.000000 Penalty: 6116.958496
	Iteration 67Q: 3 clusters Score -2.673514e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224577 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -26735144.000000 Penalty: 6116.958496
	Iteration 68Q: 3 clusters Score -2.673514e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224618 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -26735186.000000 Penalty: 6116.958496
	Iteration 69Q: 3 clusters Score -2.673519e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224654 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -26735188.000000 Penalty: 6116.958496
	Iteration 70Q: 3 clusters Score -2.673519e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224686 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -26735212.000000 Penalty: 6116.958496
	Iteration 71Q: 3 clusters Score -2.673521e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224720 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -26735222.000000 Penalty: 6116.958496
	Iteration 72Q: 3 clusters Score -2.673522e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224755 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -26735248.000000 Penalty: 6116.958496
	Iteration 73Q: 3 clusters Score -2.673525e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224783 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -26735272.000000 Penalty: 6116.958496
	Iteration 74Q: 3 clusters Score -2.673527e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224813 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -26735240.000000 Penalty: 6116.958496
	Iteration 75Q: 3 clusters Score -2.673524e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224838 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -26735284.000000 Penalty: 6116.958496
	Iteration 76Q: 3 clusters Score -2.673528e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224861 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -26735272.000000 Penalty: 6116.958496
	Iteration 77Q: 3 clusters Score -2.673527e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224876 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -26735290.000000 Penalty: 6116.958496
	Iteration 78Q: 3 clusters Score -2.673529e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224888 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -26735292.000000 Penalty: 6116.958496
	Iteration 79Q: 3 clusters Score -2.673529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224903 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -26735282.000000 Penalty: 6116.958496
	Iteration 80F: 3 clusters Score -2.673528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224912 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -26735276.000000 Penalty: 6116.958496
	Iteration 81Q: 3 clusters Score -2.673528e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224919 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -26735286.000000 Penalty: 6116.958496
	Iteration 82Q: 3 clusters Score -2.673529e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224924 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -26735302.000000 Penalty: 6116.958496
	Iteration 83Q: 3 clusters Score -2.67353e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224931 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -26735320.000000 Penalty: 6116.958496
	Iteration 84Q: 3 clusters Score -2.673532e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224933 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -26735312.000000 Penalty: 6116.958496
	Iteration 85Q: 3 clusters Score -2.673531e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224933 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -26735300.000000 Penalty: 6116.958496
	Iteration 86Q: 3 clusters Score -2.67353e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224934 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -26735300.000000 Penalty: 6116.958496
	Iteration 87Q: 3 clusters Score -2.67353e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224933 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -26735306.000000 Penalty: 6116.958496
	Iteration 88Q: 3 clusters Score -2.673531e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224933 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -26735306.000000 Penalty: 6116.958496
	Iteration 89F: 3 clusters Score -2.673531e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Entering Unmasked Estep 
Score: -194687.687500 Penalty: 1942.044067
	Iteration 0F: 2 clusters Score -194687.7 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 1241 members 
Entering Unmasked Estep 
Score: -191726.656250 Penalty: 3884.088135
	Iteration 0F: 3 clusters Score -191726.7 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -192456.703125 Penalty: 3884.088135
	Iteration 1F: 3 clusters Score -192456.7 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -192830.765625 Penalty: 3884.088135
	Iteration 2F: 3 clusters Score -192830.8 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -193213.078125 Penalty: 3884.088135
	Iteration 3F: 3 clusters Score -193213.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -193716.703125 Penalty: 3884.088135
	Iteration 4F: 3 clusters Score -193716.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -194272.921875 Penalty: 3884.088135
	Iteration 5F: 3 clusters Score -194272.9 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -194700.671875 Penalty: 3884.088135
	Iteration 6F: 3 clusters Score -194700.7 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -194894.062500 Penalty: 3884.088135
	Iteration 7F: 3 clusters Score -194894.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -194963.093750 Penalty: 3884.088135
	Iteration 8Q: 3 clusters Score -194963.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -194987.046875 Penalty: 3884.088135
	Iteration 9Q: 3 clusters Score -194987 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -194998.453125 Penalty: 3884.088135
	Iteration 10Q: 3 clusters Score -194998.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -195009.687500 Penalty: 3884.088135
	Iteration 11Q: 3 clusters Score -195009.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -195019.281250 Penalty: 3884.088135
	Iteration 12Q: 3 clusters Score -195019.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -195022.937500 Penalty: 3884.088135
	Iteration 13Q: 3 clusters Score -195022.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -195024.140625 Penalty: 3884.088135
	Iteration 14Q: 3 clusters Score -195024.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -195024.296875 Penalty: 3884.088135
	Iteration 15Q: 3 clusters Score -195024.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -195024.296875 Penalty: 3884.088135
	Iteration 16F: 3 clusters Score -195024.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 1361 members 
Mstep: Class 3 contains 184274 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20768 members 
Mstep: Class 6 contains 81134 members 
Mstep: Class 7 contains 61837 members 
Mstep: Class 8 contains 24214 members 
Mstep: Class 9 contains 10783 members 
Mstep: Class 10 contains 274420 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 30684 members 
Mstep: Class 13 contains 28929 members 
Mstep: Class 14 contains 226971 members 
Mstep: Class 15 contains 1156 members 
Mstep: Class 16 contains 26748 members 
Mstep: Class 17 contains 5991 members 
Mstep: Class 18 contains 19114 members 
Mstep: Class 19 contains 251281 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3843 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 82791 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9166 members 
Entering Unmasked Estep 
Score: -161416960.000000 Penalty: 98363.328125
Splitting cluster 15 changes total score from -161418080.000000 to -161416960.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (26748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26748 members 
Entering Unmasked Estep 
Score: -3208574.500000 Penalty: 2528.165283
	Iteration 0F: 2 clusters Score -3208574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 13176 members 
Entering Unmasked Estep 
Score: -3190099.500000 Penalty: 5056.330566
	Iteration 0F: 3 clusters Score -3190100 nChanged 11964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14786 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -3196764.500000 Penalty: 5056.330566
	Iteration 1F: 3 clusters Score -3196764 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -3197476.250000 Penalty: 5056.330566
	Iteration 2F: 3 clusters Score -3197476 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 10111 members 
Entering Unmasked Estep 
Score: -3198401.500000 Penalty: 5056.330566
	Iteration 3F: 3 clusters Score -3198402 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 8748 members 
Entering Unmasked Estep 
Score: -3199632.500000 Penalty: 5056.330566
	Iteration 4F: 3 clusters Score -3199632 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -3201283.750000 Penalty: 5056.330566
	Iteration 5F: 3 clusters Score -3201284 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -3203100.500000 Penalty: 5056.330566
	Iteration 6F: 3 clusters Score -3203100 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22376 members 
Mstep: Class 2 contains 4372 members 
Entering Unmasked Estep 
Score: -3204634.750000 Penalty: 5056.330566
	Iteration 7F: 3 clusters Score -3204635 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -3205515.250000 Penalty: 5056.330566
	Iteration 8Q: 3 clusters Score -3205515 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -3205925.500000 Penalty: 5056.330566
	Iteration 9Q: 3 clusters Score -3205926 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -3206149.750000 Penalty: 5056.330566
	Iteration 10Q: 3 clusters Score -3206150 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -3206264.250000 Penalty: 5056.330566
	Iteration 11Q: 3 clusters Score -3206264 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24211 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -3206319.000000 Penalty: 5056.330566
	Iteration 12Q: 3 clusters Score -3206319 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -3206380.500000 Penalty: 5056.330566
	Iteration 13Q: 3 clusters Score -3206380 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24481 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -3206434.500000 Penalty: 5056.330566
	Iteration 14Q: 3 clusters Score -3206434 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24578 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -3206470.250000 Penalty: 5056.330566
	Iteration 15Q: 3 clusters Score -3206470 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24668 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -3206516.250000 Penalty: 5056.330566
	Iteration 16Q: 3 clusters Score -3206516 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24739 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -3206546.750000 Penalty: 5056.330566
	Iteration 17Q: 3 clusters Score -3206547 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24807 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -3206569.500000 Penalty: 5056.330566
	Iteration 18Q: 3 clusters Score -3206570 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3206584.000000 Penalty: 5056.330566
	Iteration 19Q: 3 clusters Score -3206584 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24902 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -3206586.500000 Penalty: 5056.330566
	Iteration 20F: 3 clusters Score -3206586 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24931 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -3206590.500000 Penalty: 5056.330566
	Iteration 21Q: 3 clusters Score -3206590 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24958 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -3206601.500000 Penalty: 5056.330566
	Iteration 22Q: 3 clusters Score -3206602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -3206610.000000 Penalty: 5056.330566
	Iteration 23Q: 3 clusters Score -3206610 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -3206616.500000 Penalty: 5056.330566
	Iteration 24Q: 3 clusters Score -3206616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25006 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -3206621.500000 Penalty: 5056.330566
	Iteration 25Q: 3 clusters Score -3206622 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -3206622.250000 Penalty: 5056.330566
	Iteration 26Q: 3 clusters Score -3206622 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25043 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -3206620.250000 Penalty: 5056.330566
	Iteration 27Q: 3 clusters Score -3206620 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25055 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -3206624.000000 Penalty: 5056.330566
	Iteration 28Q: 3 clusters Score -3206624 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25068 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3206625.500000 Penalty: 5056.330566
	Iteration 29Q: 3 clusters Score -3206626 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -3206627.750000 Penalty: 5056.330566
	Iteration 30Q: 3 clusters Score -3206628 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3206629.750000 Penalty: 5056.330566
	Iteration 31Q: 3 clusters Score -3206630 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -3206621.000000 Penalty: 5056.330566
	Iteration 32Q: 3 clusters Score -3206621 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25107 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -3206632.500000 Penalty: 5056.330566
	Iteration 33Q: 3 clusters Score -3206632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3206632.750000 Penalty: 5056.330566
	Iteration 34Q: 3 clusters Score -3206633 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25130 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -3206633.000000 Penalty: 5056.330566
	Iteration 35Q: 3 clusters Score -3206633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -3206638.000000 Penalty: 5056.330566
	Iteration 36Q: 3 clusters Score -3206638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -3206636.750000 Penalty: 5056.330566
	Iteration 37Q: 3 clusters Score -3206637 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25146 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3206635.500000 Penalty: 5056.330566
	Iteration 38Q: 3 clusters Score -3206636 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25147 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -3206635.000000 Penalty: 5056.330566
	Iteration 39Q: 3 clusters Score -3206635 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -3206641.250000 Penalty: 5056.330566
	Iteration 40F: 3 clusters Score -3206641 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3206643.500000 Penalty: 5056.330566
	Iteration 41Q: 3 clusters Score -3206644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -3206639.750000 Penalty: 5056.330566
	Iteration 42Q: 3 clusters Score -3206640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25156 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -3206642.000000 Penalty: 5056.330566
	Iteration 43Q: 3 clusters Score -3206642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3206645.000000 Penalty: 5056.330566
	Iteration 44Q: 3 clusters Score -3206645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25157 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -3206645.000000 Penalty: 5056.330566
	Iteration 45F: 3 clusters Score -3206645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (5991 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5991 members 
Entering Unmasked Estep 
Score: -674234.625000 Penalty: 2157.107422
	Iteration 0F: 2 clusters Score -674234.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -669067.000000 Penalty: 4314.214844
	Iteration 0F: 3 clusters Score -669067 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3105 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -670324.812500 Penalty: 4314.214844
	Iteration 1F: 3 clusters Score -670324.8 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -670547.687500 Penalty: 4314.214844
	Iteration 2F: 3 clusters Score -670547.7 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3222 members 
Mstep: Class 2 contains 2769 members 
Entering Unmasked Estep 
Score: -670701.937500 Penalty: 4314.214844
	Iteration 3Q: 3 clusters Score -670701.9 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3277 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -670823.312500 Penalty: 4314.214844
	Iteration 4Q: 3 clusters Score -670823.3 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -670918.375000 Penalty: 4314.214844
	Iteration 5Q: 3 clusters Score -670918.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -670982.562500 Penalty: 4314.214844
	Iteration 6Q: 3 clusters Score -670982.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -671042.250000 Penalty: 4314.214844
	Iteration 7Q: 3 clusters Score -671042.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
Score: -671094.875000 Penalty: 4314.214844
	Iteration 8Q: 3 clusters Score -671094.9 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -671145.625000 Penalty: 4314.214844
	Iteration 9Q: 3 clusters Score -671145.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -671192.875000 Penalty: 4314.214844
	Iteration 10Q: 3 clusters Score -671192.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2423 members 
Entering Unmasked Estep 
Score: -671227.875000 Penalty: 4314.214844
	Iteration 11Q: 3 clusters Score -671227.9 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -671265.312500 Penalty: 4314.214844
	Iteration 12Q: 3 clusters Score -671265.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -671295.812500 Penalty: 4314.214844
	Iteration 13Q: 3 clusters Score -671295.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -671322.875000 Penalty: 4314.214844
	Iteration 14Q: 3 clusters Score -671322.9 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -671354.500000 Penalty: 4314.214844
	Iteration 15Q: 3 clusters Score -671354.5 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -671385.375000 Penalty: 4314.214844
	Iteration 16Q: 3 clusters Score -671385.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -671417.125000 Penalty: 4314.214844
	Iteration 17Q: 3 clusters Score -671417.1 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -671449.250000 Penalty: 4314.214844
	Iteration 18Q: 3 clusters Score -671449.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -671484.000000 Penalty: 4314.214844
	Iteration 19Q: 3 clusters Score -671484 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -671514.000000 Penalty: 4314.214844
	Iteration 20F: 3 clusters Score -671514 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -671555.687500 Penalty: 4314.214844
	Iteration 21Q: 3 clusters Score -671555.7 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -671596.500000 Penalty: 4314.214844
	Iteration 22Q: 3 clusters Score -671596.5 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4102 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -671633.000000 Penalty: 4314.214844
	Iteration 23Q: 3 clusters Score -671633 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -671659.875000 Penalty: 4314.214844
	Iteration 24Q: 3 clusters Score -671659.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -671688.062500 Penalty: 4314.214844
	Iteration 25Q: 3 clusters Score -671688.1 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4251 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -671715.562500 Penalty: 4314.214844
	Iteration 26Q: 3 clusters Score -671715.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -671749.375000 Penalty: 4314.214844
	Iteration 27Q: 3 clusters Score -671749.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -671779.375000 Penalty: 4314.214844
	Iteration 28Q: 3 clusters Score -671779.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -671811.562500 Penalty: 4314.214844
	Iteration 29Q: 3 clusters Score -671811.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -671835.250000 Penalty: 4314.214844
	Iteration 30Q: 3 clusters Score -671835.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -671851.875000 Penalty: 4314.214844
	Iteration 31Q: 3 clusters Score -671851.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4537 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -671871.437500 Penalty: 4314.214844
	Iteration 32Q: 3 clusters Score -671871.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 1416 members 
Entering Unmasked Estep 
Score: -671890.437500 Penalty: 4314.214844
	Iteration 33Q: 3 clusters Score -671890.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -671908.562500 Penalty: 4314.214844
	Iteration 34Q: 3 clusters Score -671908.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -671927.000000 Penalty: 4314.214844
	Iteration 35Q: 3 clusters Score -671927 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4678 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -671943.187500 Penalty: 4314.214844
	Iteration 36Q: 3 clusters Score -671943.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -671955.500000 Penalty: 4314.214844
	Iteration 37Q: 3 clusters Score -671955.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -671963.750000 Penalty: 4314.214844
	Iteration 38Q: 3 clusters Score -671963.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 1252 members 
Entering Unmasked Estep 
Score: -671970.187500 Penalty: 4314.214844
	Iteration 39Q: 3 clusters Score -671970.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -671981.000000 Penalty: 4314.214844
	Iteration 40F: 3 clusters Score -671981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -671989.812500 Penalty: 4314.214844
	Iteration 41Q: 3 clusters Score -671989.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -671999.687500 Penalty: 4314.214844
	Iteration 42Q: 3 clusters Score -671999.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -672008.312500 Penalty: 4314.214844
	Iteration 43Q: 3 clusters Score -672008.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -672018.062500 Penalty: 4314.214844
	Iteration 44Q: 3 clusters Score -672018.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -672026.062500 Penalty: 4314.214844
	Iteration 45Q: 3 clusters Score -672026.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -672037.312500 Penalty: 4314.214844
	Iteration 46Q: 3 clusters Score -672037.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -672052.187500 Penalty: 4314.214844
	Iteration 47Q: 3 clusters Score -672052.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -672065.687500 Penalty: 4314.214844
	Iteration 48Q: 3 clusters Score -672065.7 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -672079.625000 Penalty: 4314.214844
	Iteration 49Q: 3 clusters Score -672079.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -672089.250000 Penalty: 4314.214844
	Iteration 50Q: 3 clusters Score -672089.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -672100.437500 Penalty: 4314.214844
	Iteration 51Q: 3 clusters Score -672100.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5016 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -672109.625000 Penalty: 4314.214844
	Iteration 52Q: 3 clusters Score -672109.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -672121.312500 Penalty: 4314.214844
	Iteration 53Q: 3 clusters Score -672121.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5060 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -672133.000000 Penalty: 4314.214844
	Iteration 54Q: 3 clusters Score -672133 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5086 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -672142.500000 Penalty: 4314.214844
	Iteration 55Q: 3 clusters Score -672142.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -672156.125000 Penalty: 4314.214844
	Iteration 56Q: 3 clusters Score -672156.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -672168.250000 Penalty: 4314.214844
	Iteration 57Q: 3 clusters Score -672168.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -672181.875000 Penalty: 4314.214844
	Iteration 58Q: 3 clusters Score -672181.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -672197.812500 Penalty: 4314.214844
	Iteration 59Q: 3 clusters Score -672197.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -672206.500000 Penalty: 4314.214844
	Iteration 60F: 3 clusters Score -672206.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -672218.062500 Penalty: 4314.214844
	Iteration 61Q: 3 clusters Score -672218.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -672227.187500 Penalty: 4314.214844
	Iteration 62Q: 3 clusters Score -672227.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5242 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -672236.312500 Penalty: 4314.214844
	Iteration 63Q: 3 clusters Score -672236.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5257 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -672245.625000 Penalty: 4314.214844
	Iteration 64Q: 3 clusters Score -672245.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5273 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -672254.437500 Penalty: 4314.214844
	Iteration 65Q: 3 clusters Score -672254.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -672261.125000 Penalty: 4314.214844
	Iteration 66Q: 3 clusters Score -672261.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5301 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -672270.250000 Penalty: 4314.214844
	Iteration 67Q: 3 clusters Score -672270.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -672273.500000 Penalty: 4314.214844
	Iteration 68Q: 3 clusters Score -672273.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -672277.062500 Penalty: 4314.214844
	Iteration 69Q: 3 clusters Score -672277.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -672280.687500 Penalty: 4314.214844
	Iteration 70Q: 3 clusters Score -672280.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -672282.875000 Penalty: 4314.214844
	Iteration 71Q: 3 clusters Score -672282.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -672285.125000 Penalty: 4314.214844
	Iteration 72Q: 3 clusters Score -672285.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -672287.062500 Penalty: 4314.214844
	Iteration 73Q: 3 clusters Score -672287.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -672289.375000 Penalty: 4314.214844
	Iteration 74Q: 3 clusters Score -672289.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5331 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -672291.750000 Penalty: 4314.214844
	Iteration 75Q: 3 clusters Score -672291.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5335 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -672295.062500 Penalty: 4314.214844
	Iteration 76Q: 3 clusters Score -672295.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -672299.000000 Penalty: 4314.214844
	Iteration 77Q: 3 clusters Score -672299 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -672303.812500 Penalty: 4314.214844
	Iteration 78Q: 3 clusters Score -672303.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -672306.250000 Penalty: 4314.214844
	Iteration 79Q: 3 clusters Score -672306.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -672307.750000 Penalty: 4314.214844
	Iteration 80F: 3 clusters Score -672307.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -672309.500000 Penalty: 4314.214844
	Iteration 81Q: 3 clusters Score -672309.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -672309.812500 Penalty: 4314.214844
	Iteration 82Q: 3 clusters Score -672309.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -672309.625000 Penalty: 4314.214844
	Iteration 83Q: 3 clusters Score -672309.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5360 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -672311.250000 Penalty: 4314.214844
	Iteration 84Q: 3 clusters Score -672311.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -672312.875000 Penalty: 4314.214844
	Iteration 85Q: 3 clusters Score -672312.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5366 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -672315.500000 Penalty: 4314.214844
	Iteration 86Q: 3 clusters Score -672315.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5367 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -672316.437500 Penalty: 4314.214844
	Iteration 87Q: 3 clusters Score -672316.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -672318.000000 Penalty: 4314.214844
	Iteration 88Q: 3 clusters Score -672318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -672320.312500 Penalty: 4314.214844
	Iteration 89Q: 3 clusters Score -672320.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5376 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -672320.500000 Penalty: 4314.214844
	Iteration 90Q: 3 clusters Score -672320.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -672325.250000 Penalty: 4314.214844
	Iteration 91Q: 3 clusters Score -672325.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -672332.375000 Penalty: 4314.214844
	Iteration 92Q: 3 clusters Score -672332.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -672337.812500 Penalty: 4314.214844
	Iteration 93Q: 3 clusters Score -672337.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -672340.687500 Penalty: 4314.214844
	Iteration 94Q: 3 clusters Score -672340.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5408 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -672343.875000 Penalty: 4314.214844
	Iteration 95Q: 3 clusters Score -672343.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -672348.875000 Penalty: 4314.214844
	Iteration 96Q: 3 clusters Score -672348.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -672351.625000 Penalty: 4314.214844
	Iteration 97Q: 3 clusters Score -672351.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -672354.937500 Penalty: 4314.214844
	Iteration 98Q: 3 clusters Score -672354.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5434 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -672358.000000 Penalty: 4314.214844
	Iteration 99Q: 3 clusters Score -672358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -672360.812500 Penalty: 4314.214844
	Iteration 100F: 3 clusters Score -672360.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5444 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -672365.312500 Penalty: 4314.214844
	Iteration 101Q: 3 clusters Score -672365.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -672368.000000 Penalty: 4314.214844
	Iteration 102Q: 3 clusters Score -672368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -672372.812500 Penalty: 4314.214844
	Iteration 103Q: 3 clusters Score -672372.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -672376.750000 Penalty: 4314.214844
	Iteration 104Q: 3 clusters Score -672376.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5468 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -672380.437500 Penalty: 4314.214844
	Iteration 105Q: 3 clusters Score -672380.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5471 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -672383.000000 Penalty: 4314.214844
	Iteration 106Q: 3 clusters Score -672383 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -672385.187500 Penalty: 4314.214844
	Iteration 107Q: 3 clusters Score -672385.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5478 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -672387.625000 Penalty: 4314.214844
	Iteration 108Q: 3 clusters Score -672387.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -672387.875000 Penalty: 4314.214844
	Iteration 109Q: 3 clusters Score -672387.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -672391.875000 Penalty: 4314.214844
	Iteration 110Q: 3 clusters Score -672391.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5485 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -672391.812500 Penalty: 4314.214844
	Iteration 111Q: 3 clusters Score -672391.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -672394.250000 Penalty: 4314.214844
	Iteration 112Q: 3 clusters Score -672394.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -672394.312500 Penalty: 4314.214844
	Iteration 113Q: 3 clusters Score -672394.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -672395.000000 Penalty: 4314.214844
	Iteration 114Q: 3 clusters Score -672395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -672396.500000 Penalty: 4314.214844
	Iteration 115Q: 3 clusters Score -672396.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -672399.250000 Penalty: 4314.214844
	Iteration 116Q: 3 clusters Score -672399.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -672401.625000 Penalty: 4314.214844
	Iteration 117Q: 3 clusters Score -672401.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -672406.875000 Penalty: 4314.214844
	Iteration 118Q: 3 clusters Score -672406.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -672411.375000 Penalty: 4314.214844
	Iteration 119Q: 3 clusters Score -672411.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5508 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -672415.312500 Penalty: 4314.214844
	Iteration 120F: 3 clusters Score -672415.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5511 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -672416.375000 Penalty: 4314.214844
	Iteration 121Q: 3 clusters Score -672416.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5515 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -672420.125000 Penalty: 4314.214844
	Iteration 122Q: 3 clusters Score -672420.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -672420.250000 Penalty: 4314.214844
	Iteration 123Q: 3 clusters Score -672420.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -672420.875000 Penalty: 4314.214844
	Iteration 124Q: 3 clusters Score -672420.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -672420.875000 Penalty: 4314.214844
	Iteration 125F: 3 clusters Score -672420.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Entering Unmasked Estep 
Score: -2140966.000000 Penalty: 2444.827637
	Iteration 0F: 2 clusters Score -2140966 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 9535 members 
Entering Unmasked Estep 
Score: -2127364.750000 Penalty: 4889.655273
	Iteration 0F: 3 clusters Score -2127365 nChanged 8499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -2132018.750000 Penalty: 4889.655273
	Iteration 1F: 3 clusters Score -2132019 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9540 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -2132503.750000 Penalty: 4889.655273
	Iteration 2F: 3 clusters Score -2132504 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9465 members 
Mstep: Class 2 contains 9649 members 
Entering Unmasked Estep 
Score: -2132970.250000 Penalty: 4889.655273
	Iteration 3F: 3 clusters Score -2132970 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -2133500.250000 Penalty: 4889.655273
	Iteration 4F: 3 clusters Score -2133500 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 9918 members 
Entering Unmasked Estep 
Score: -2134108.750000 Penalty: 4889.655273
	Iteration 5F: 3 clusters Score -2134109 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -2134742.750000 Penalty: 4889.655273
	Iteration 6F: 3 clusters Score -2134743 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8841 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2135299.500000 Penalty: 4889.655273
	Iteration 7F: 3 clusters Score -2135300 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8708 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2135776.500000 Penalty: 4889.655273
	Iteration 8Q: 3 clusters Score -2135776 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8660 members 
Mstep: Class 2 contains 10454 members 
Entering Unmasked Estep 
Score: -2136116.000000 Penalty: 4889.655273
	Iteration 9Q: 3 clusters Score -2136116 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8650 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2136332.750000 Penalty: 4889.655273
	Iteration 10Q: 3 clusters Score -2136333 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -2136502.000000 Penalty: 4889.655273
	Iteration 11Q: 3 clusters Score -2136502 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -2136643.000000 Penalty: 4889.655273
	Iteration 12Q: 3 clusters Score -2136643 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 10287 members 
Entering Unmasked Estep 
Score: -2136747.500000 Penalty: 4889.655273
	Iteration 13Q: 3 clusters Score -2136748 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -2136820.750000 Penalty: 4889.655273
	Iteration 14Q: 3 clusters Score -2136821 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 10076 members 
Entering Unmasked Estep 
Score: -2136889.750000 Penalty: 4889.655273
	Iteration 15Q: 3 clusters Score -2136890 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 9952 members 
Entering Unmasked Estep 
Score: -2136932.000000 Penalty: 4889.655273
	Iteration 16Q: 3 clusters Score -2136932 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9293 members 
Mstep: Class 2 contains 9821 members 
Entering Unmasked Estep 
Score: -2136988.250000 Penalty: 4889.655273
	Iteration 17Q: 3 clusters Score -2136988 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -2137037.250000 Penalty: 4889.655273
	Iteration 18Q: 3 clusters Score -2137037 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 9585 members 
Entering Unmasked Estep 
Score: -2137064.500000 Penalty: 4889.655273
	Iteration 19Q: 3 clusters Score -2137064 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 9488 members 
Entering Unmasked Estep 
Score: -2137111.500000 Penalty: 4889.655273
	Iteration 20F: 3 clusters Score -2137112 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -2137129.750000 Penalty: 4889.655273
	Iteration 21Q: 3 clusters Score -2137130 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9834 members 
Mstep: Class 2 contains 9280 members 
Entering Unmasked Estep 
Score: -2137149.000000 Penalty: 4889.655273
	Iteration 22Q: 3 clusters Score -2137149 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 9207 members 
Entering Unmasked Estep 
Score: -2137184.000000 Penalty: 4889.655273
	Iteration 23Q: 3 clusters Score -2137184 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 9114 members 
Entering Unmasked Estep 
Score: -2137207.000000 Penalty: 4889.655273
	Iteration 24Q: 3 clusters Score -2137207 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -2137240.250000 Penalty: 4889.655273
	Iteration 25Q: 3 clusters Score -2137240 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10182 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -2137258.750000 Penalty: 4889.655273
	Iteration 26Q: 3 clusters Score -2137259 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10270 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -2137280.000000 Penalty: 4889.655273
	Iteration 27Q: 3 clusters Score -2137280 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -2137299.500000 Penalty: 4889.655273
	Iteration 28Q: 3 clusters Score -2137300 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 8667 members 
Entering Unmasked Estep 
Score: -2137320.000000 Penalty: 4889.655273
	Iteration 29Q: 3 clusters Score -2137320 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 8566 members 
Entering Unmasked Estep 
Score: -2137342.750000 Penalty: 4889.655273
	Iteration 30Q: 3 clusters Score -2137343 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 8465 members 
Entering Unmasked Estep 
Score: -2137367.250000 Penalty: 4889.655273
	Iteration 31Q: 3 clusters Score -2137367 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 8352 members 
Entering Unmasked Estep 
Score: -2137386.750000 Penalty: 4889.655273
	Iteration 32Q: 3 clusters Score -2137387 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -2137414.500000 Penalty: 4889.655273
	Iteration 33Q: 3 clusters Score -2137414 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -2137437.750000 Penalty: 4889.655273
	Iteration 34Q: 3 clusters Score -2137438 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11132 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -2137468.500000 Penalty: 4889.655273
	Iteration 35Q: 3 clusters Score -2137468 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11262 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2137487.500000 Penalty: 4889.655273
	Iteration 36Q: 3 clusters Score -2137488 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -2137503.500000 Penalty: 4889.655273
	Iteration 37Q: 3 clusters Score -2137504 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -2137520.750000 Penalty: 4889.655273
	Iteration 38Q: 3 clusters Score -2137521 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11594 members 
Mstep: Class 2 contains 7520 members 
Entering Unmasked Estep 
Score: -2137550.250000 Penalty: 4889.655273
	Iteration 39Q: 3 clusters Score -2137550 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2137561.000000 Penalty: 4889.655273
	Iteration 40F: 3 clusters Score -2137561 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11806 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
Score: -2137583.000000 Penalty: 4889.655273
	Iteration 41Q: 3 clusters Score -2137583 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -2137597.000000 Penalty: 4889.655273
	Iteration 42Q: 3 clusters Score -2137597 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12010 members 
Mstep: Class 2 contains 7104 members 
Entering Unmasked Estep 
Score: -2137613.000000 Penalty: 4889.655273
	Iteration 43Q: 3 clusters Score -2137613 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 7005 members 
Entering Unmasked Estep 
Score: -2137633.750000 Penalty: 4889.655273
	Iteration 44Q: 3 clusters Score -2137634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12203 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -2137651.000000 Penalty: 4889.655273
	Iteration 45Q: 3 clusters Score -2137651 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12301 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -2137663.250000 Penalty: 4889.655273
	Iteration 46Q: 3 clusters Score -2137663 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 6712 members 
Entering Unmasked Estep 
Score: -2137686.750000 Penalty: 4889.655273
	Iteration 47Q: 3 clusters Score -2137687 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12535 members 
Mstep: Class 2 contains 6579 members 
Entering Unmasked Estep 
Score: -2137705.250000 Penalty: 4889.655273
	Iteration 48Q: 3 clusters Score -2137705 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -2137740.750000 Penalty: 4889.655273
	Iteration 49Q: 3 clusters Score -2137741 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12837 members 
Mstep: Class 2 contains 6277 members 
Entering Unmasked Estep 
Score: -2137779.500000 Penalty: 4889.655273
	Iteration 50Q: 3 clusters Score -2137780 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13003 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -2137808.500000 Penalty: 4889.655273
	Iteration 51Q: 3 clusters Score -2137808 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 5961 members 
Entering Unmasked Estep 
Score: -2137845.250000 Penalty: 4889.655273
	Iteration 52Q: 3 clusters Score -2137845 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 5796 members 
Entering Unmasked Estep 
Score: -2137880.750000 Penalty: 4889.655273
	Iteration 53Q: 3 clusters Score -2137881 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13486 members 
Mstep: Class 2 contains 5628 members 
Entering Unmasked Estep 
Score: -2137925.500000 Penalty: 4889.655273
	Iteration 54Q: 3 clusters Score -2137926 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -2137977.000000 Penalty: 4889.655273
	Iteration 55Q: 3 clusters Score -2137977 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -2138019.250000 Penalty: 4889.655273
	Iteration 56Q: 3 clusters Score -2138019 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 5035 members 
Entering Unmasked Estep 
Score: -2138081.500000 Penalty: 4889.655273
	Iteration 57Q: 3 clusters Score -2138082 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 4846 members 
Entering Unmasked Estep 
Score: -2138143.750000 Penalty: 4889.655273
	Iteration 58Q: 3 clusters Score -2138144 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14456 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -2138190.000000 Penalty: 4889.655273
	Iteration 59Q: 3 clusters Score -2138190 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14649 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -2138251.000000 Penalty: 4889.655273
	Iteration 60F: 3 clusters Score -2138251 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14855 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -2138331.250000 Penalty: 4889.655273
	Iteration 61Q: 3 clusters Score -2138331 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -2138390.500000 Penalty: 4889.655273
	Iteration 62Q: 3 clusters Score -2138390 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -2138470.750000 Penalty: 4889.655273
	Iteration 63Q: 3 clusters Score -2138471 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -2138553.000000 Penalty: 4889.655273
	Iteration 64Q: 3 clusters Score -2138553 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15713 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -2138618.750000 Penalty: 4889.655273
	Iteration 65Q: 3 clusters Score -2138619 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15885 members 
Mstep: Class 2 contains 3229 members 
Entering Unmasked Estep 
Score: -2138676.750000 Penalty: 4889.655273
	Iteration 66Q: 3 clusters Score -2138677 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16043 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -2138724.250000 Penalty: 4889.655273
	Iteration 67Q: 3 clusters Score -2138724 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -2138775.750000 Penalty: 4889.655273
	Iteration 68Q: 3 clusters Score -2138776 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16321 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -2138813.750000 Penalty: 4889.655273
	Iteration 69Q: 3 clusters Score -2138814 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16465 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -2138863.000000 Penalty: 4889.655273
	Iteration 70Q: 3 clusters Score -2138863 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -2138911.750000 Penalty: 4889.655273
	Iteration 71Q: 3 clusters Score -2138912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16702 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -2138951.750000 Penalty: 4889.655273
	Iteration 72Q: 3 clusters Score -2138952 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -2138979.000000 Penalty: 4889.655273
	Iteration 73Q: 3 clusters Score -2138979 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -2139014.000000 Penalty: 4889.655273
	Iteration 74Q: 3 clusters Score -2139014 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -2139054.250000 Penalty: 4889.655273
	Iteration 75Q: 3 clusters Score -2139054 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -2139096.500000 Penalty: 4889.655273
	Iteration 76Q: 3 clusters Score -2139096 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17180 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -2139135.250000 Penalty: 4889.655273
	Iteration 77Q: 3 clusters Score -2139135 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -2139168.500000 Penalty: 4889.655273
	Iteration 78Q: 3 clusters Score -2139168 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -2139209.750000 Penalty: 4889.655273
	Iteration 79Q: 3 clusters Score -2139210 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -2139231.750000 Penalty: 4889.655273
	Iteration 80F: 3 clusters Score -2139232 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17448 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -2139248.500000 Penalty: 4889.655273
	Iteration 81Q: 3 clusters Score -2139248 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -2139258.750000 Penalty: 4889.655273
	Iteration 82Q: 3 clusters Score -2139259 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -2139265.750000 Penalty: 4889.655273
	Iteration 83Q: 3 clusters Score -2139266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -2139273.000000 Penalty: 4889.655273
	Iteration 84Q: 3 clusters Score -2139273 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17564 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2139278.750000 Penalty: 4889.655273
	Iteration 85Q: 3 clusters Score -2139279 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -2139291.250000 Penalty: 4889.655273
	Iteration 86Q: 3 clusters Score -2139291 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17610 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -2139300.500000 Penalty: 4889.655273
	Iteration 87Q: 3 clusters Score -2139300 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17639 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -2139314.250000 Penalty: 4889.655273
	Iteration 88Q: 3 clusters Score -2139314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -2139323.000000 Penalty: 4889.655273
	Iteration 89Q: 3 clusters Score -2139323 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -2139328.750000 Penalty: 4889.655273
	Iteration 90Q: 3 clusters Score -2139329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -2139344.000000 Penalty: 4889.655273
	Iteration 91Q: 3 clusters Score -2139344 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -2139353.000000 Penalty: 4889.655273
	Iteration 92Q: 3 clusters Score -2139353 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -2139357.750000 Penalty: 4889.655273
	Iteration 93Q: 3 clusters Score -2139358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17744 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -2139361.500000 Penalty: 4889.655273
	Iteration 94Q: 3 clusters Score -2139362 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -2139365.750000 Penalty: 4889.655273
	Iteration 95Q: 3 clusters Score -2139366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -2139368.750000 Penalty: 4889.655273
	Iteration 96Q: 3 clusters Score -2139369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -2139371.250000 Penalty: 4889.655273
	Iteration 97Q: 3 clusters Score -2139371 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -2139378.500000 Penalty: 4889.655273
	Iteration 98Q: 3 clusters Score -2139378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -2139383.750000 Penalty: 4889.655273
	Iteration 99Q: 3 clusters Score -2139384 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -2139386.000000 Penalty: 4889.655273
	Iteration 100F: 3 clusters Score -2139386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17821 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -2139389.250000 Penalty: 4889.655273
	Iteration 101Q: 3 clusters Score -2139389 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17824 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -2139393.750000 Penalty: 4889.655273
	Iteration 102Q: 3 clusters Score -2139394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2139396.500000 Penalty: 4889.655273
	Iteration 103Q: 3 clusters Score -2139396 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2139397.250000 Penalty: 4889.655273
	Iteration 104Q: 3 clusters Score -2139397 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -2139396.000000 Penalty: 4889.655273
	Iteration 105Q: 3 clusters Score -2139396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2139398.250000 Penalty: 4889.655273
	Iteration 106Q: 3 clusters Score -2139398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -2139398.250000 Penalty: 4889.655273
	Iteration 107F: 3 clusters Score -2139398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (251281 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251281 members 
Entering Unmasked Estep 
Score: -29535478.000000 Penalty: 3083.713135
	Iteration 0F: 2 clusters Score -2.953548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125771 members 
Mstep: Class 2 contains 125510 members 
Entering Unmasked Estep 
Score: -29378126.000000 Penalty: 6167.426270
	Iteration 0F: 3 clusters Score -2.937813e+07 nChanged 121311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128588 members 
Mstep: Class 2 contains 122693 members 
Entering Unmasked Estep 
Score: -29449668.000000 Penalty: 6167.426270
	Iteration 1F: 3 clusters Score -2.944967e+07 nChanged 7250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130406 members 
Mstep: Class 2 contains 120875 members 
Entering Unmasked Estep 
Score: -29451242.000000 Penalty: 6167.426270
	Iteration 2Q: 3 clusters Score -2.945124e+07 nChanged 8023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133051 members 
Mstep: Class 2 contains 118230 members 
Entering Unmasked Estep 
Score: -29453726.000000 Penalty: 6167.426270
	Iteration 3Q: 3 clusters Score -2.945373e+07 nChanged 9871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137044 members 
Mstep: Class 2 contains 114237 members 
Entering Unmasked Estep 
Score: -29457684.000000 Penalty: 6167.426270
	Iteration 4Q: 3 clusters Score -2.945768e+07 nChanged 12426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142958 members 
Mstep: Class 2 contains 108323 members 
Entering Unmasked Estep 
Score: -29463806.000000 Penalty: 6167.426270
	Iteration 5Q: 3 clusters Score -2.946381e+07 nChanged 15410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151256 members 
Mstep: Class 2 contains 100025 members 
Entering Unmasked Estep 
Score: -29473770.000000 Penalty: 6167.426270
	Iteration 6F: 3 clusters Score -2.947377e+07 nChanged 17717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161925 members 
Mstep: Class 2 contains 89356 members 
Entering Unmasked Estep 
Score: -29486338.000000 Penalty: 6167.426270
	Iteration 7F: 3 clusters Score -2.948634e+07 nChanged 17818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173319 members 
Mstep: Class 2 contains 77962 members 
Entering Unmasked Estep 
Score: -29500430.000000 Penalty: 6167.426270
	Iteration 8F: 3 clusters Score -2.950043e+07 nChanged 15291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182922 members 
Mstep: Class 2 contains 68359 members 
Entering Unmasked Estep 
Score: -29511268.000000 Penalty: 6167.426270
	Iteration 9F: 3 clusters Score -2.951127e+07 nChanged 10960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190198 members 
Mstep: Class 2 contains 61083 members 
Entering Unmasked Estep 
Score: -29517004.000000 Penalty: 6167.426270
	Iteration 10Q: 3 clusters Score -2.9517e+07 nChanged 7471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196501 members 
Mstep: Class 2 contains 54780 members 
Entering Unmasked Estep 
Score: -29519674.000000 Penalty: 6167.426270
	Iteration 11Q: 3 clusters Score -2.951967e+07 nChanged 6055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202336 members 
Mstep: Class 2 contains 48945 members 
Entering Unmasked Estep 
Score: -29521482.000000 Penalty: 6167.426270
	Iteration 12Q: 3 clusters Score -2.952148e+07 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207935 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -29523612.000000 Penalty: 6167.426270
	Iteration 13Q: 3 clusters Score -2.952361e+07 nChanged 5309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213202 members 
Mstep: Class 2 contains 38079 members 
Entering Unmasked Estep 
Score: -29525112.000000 Penalty: 6167.426270
	Iteration 14Q: 3 clusters Score -2.952511e+07 nChanged 4790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217952 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -29526684.000000 Penalty: 6167.426270
	Iteration 15Q: 3 clusters Score -2.952668e+07 nChanged 4359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222279 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -29527914.000000 Penalty: 6167.426270
	Iteration 16Q: 3 clusters Score -2.952791e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226097 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -29529028.000000 Penalty: 6167.426270
	Iteration 17Q: 3 clusters Score -2.952903e+07 nChanged 3428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229513 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -29529986.000000 Penalty: 6167.426270
	Iteration 18Q: 3 clusters Score -2.952999e+07 nChanged 3040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232547 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -29530966.000000 Penalty: 6167.426270
	Iteration 19Q: 3 clusters Score -2.953097e+07 nChanged 2586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235127 members 
Mstep: Class 2 contains 16154 members 
Entering Unmasked Estep 
Score: -29531484.000000 Penalty: 6167.426270
	Iteration 20F: 3 clusters Score -2.953148e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237313 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -29532096.000000 Penalty: 6167.426270
	Iteration 21Q: 3 clusters Score -2.95321e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239214 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -29532610.000000 Penalty: 6167.426270
	Iteration 22Q: 3 clusters Score -2.953261e+07 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240875 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -29532956.000000 Penalty: 6167.426270
	Iteration 23Q: 3 clusters Score -2.953296e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242319 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -29533382.000000 Penalty: 6167.426270
	Iteration 24Q: 3 clusters Score -2.953338e+07 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243519 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -29533682.000000 Penalty: 6167.426270
	Iteration 25Q: 3 clusters Score -2.953368e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244516 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -29533960.000000 Penalty: 6167.426270
	Iteration 26Q: 3 clusters Score -2.953396e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245332 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -29534184.000000 Penalty: 6167.426270
	Iteration 27Q: 3 clusters Score -2.953418e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246001 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -29534396.000000 Penalty: 6167.426270
	Iteration 28Q: 3 clusters Score -2.95344e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246572 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -29534598.000000 Penalty: 6167.426270
	Iteration 29Q: 3 clusters Score -2.95346e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246975 members 
Mstep: Class 2 contains 4306 members 
Entering Unmasked Estep 
Score: -29534768.000000 Penalty: 6167.426270
	Iteration 30Q: 3 clusters Score -2.953477e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247299 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -29534836.000000 Penalty: 6167.426270
	Iteration 31Q: 3 clusters Score -2.953484e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247581 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -29535074.000000 Penalty: 6167.426270
	Iteration 32Q: 3 clusters Score -2.953507e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247800 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -29535158.000000 Penalty: 6167.426270
	Iteration 33Q: 3 clusters Score -2.953516e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247945 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -29535272.000000 Penalty: 6167.426270
	Iteration 34Q: 3 clusters Score -2.953527e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248035 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -29535416.000000 Penalty: 6167.426270
	Iteration 35Q: 3 clusters Score -2.953542e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248089 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -29535476.000000 Penalty: 6167.426270
	Iteration 36Q: 3 clusters Score -2.953548e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248146 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -29535614.000000 Penalty: 6167.426270
	Iteration 37Q: 3 clusters Score -2.953561e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248153 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -29535642.000000 Penalty: 6167.426270
	Iteration 38Q: 3 clusters Score -2.953564e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248159 members 
Mstep: Class 2 contains 3122 members 
Entering Unmasked Estep 
Score: -29535754.000000 Penalty: 6167.426270
	Iteration 39Q: 3 clusters Score -2.953575e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248151 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -29535968.000000 Penalty: 6167.426270
	Iteration 40F: 3 clusters Score -2.953597e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248040 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -29536172.000000 Penalty: 6167.426270
	Iteration 41Q: 3 clusters Score -2.953617e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247912 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -29536324.000000 Penalty: 6167.426270
	Iteration 42Q: 3 clusters Score -2.953632e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247806 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -29536370.000000 Penalty: 6167.426270
	Iteration 43Q: 3 clusters Score -2.953637e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247702 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -29536398.000000 Penalty: 6167.426270
	Iteration 44Q: 3 clusters Score -2.95364e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247617 members 
Mstep: Class 2 contains 3664 members 
Entering Unmasked Estep 
Score: -29536428.000000 Penalty: 6167.426270
	Iteration 45Q: 3 clusters Score -2.953643e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247544 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -29536456.000000 Penalty: 6167.426270
	Iteration 46Q: 3 clusters Score -2.953646e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247488 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -29536510.000000 Penalty: 6167.426270
	Iteration 47Q: 3 clusters Score -2.953651e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247424 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -29536524.000000 Penalty: 6167.426270
	Iteration 48Q: 3 clusters Score -2.953652e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247379 members 
Mstep: Class 2 contains 3902 members 
Entering Unmasked Estep 
Score: -29536520.000000 Penalty: 6167.426270
	Iteration 49Q: 3 clusters Score -2.953652e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247329 members 
Mstep: Class 2 contains 3952 members 
Entering Unmasked Estep 
Score: -29536518.000000 Penalty: 6167.426270
	Iteration 50Q: 3 clusters Score -2.953652e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247289 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -29536492.000000 Penalty: 6167.426270
	Iteration 51Q: 3 clusters Score -2.953649e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247262 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -29536492.000000 Penalty: 6167.426270
	Iteration 52Q: 3 clusters Score -2.953649e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247242 members 
Mstep: Class 2 contains 4039 members 
Entering Unmasked Estep 
Score: -29536500.000000 Penalty: 6167.426270
	Iteration 53Q: 3 clusters Score -2.95365e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247228 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -29536504.000000 Penalty: 6167.426270
	Iteration 54Q: 3 clusters Score -2.95365e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247219 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -29536512.000000 Penalty: 6167.426270
	Iteration 55Q: 3 clusters Score -2.953651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247213 members 
Mstep: Class 2 contains 4068 members 
Entering Unmasked Estep 
Score: -29536522.000000 Penalty: 6167.426270
	Iteration 56Q: 3 clusters Score -2.953652e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247198 members 
Mstep: Class 2 contains 4083 members 
Entering Unmasked Estep 
Score: -29536542.000000 Penalty: 6167.426270
	Iteration 57Q: 3 clusters Score -2.953654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247186 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -29536584.000000 Penalty: 6167.426270
	Iteration 58Q: 3 clusters Score -2.953658e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247185 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -29536584.000000 Penalty: 6167.426270
	Iteration 59Q: 3 clusters Score -2.953658e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247186 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -29536574.000000 Penalty: 6167.426270
	Iteration 60F: 3 clusters Score -2.953657e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247184 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -29536566.000000 Penalty: 6167.426270
	Iteration 61Q: 3 clusters Score -2.953657e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247179 members 
Mstep: Class 2 contains 4102 members 
Entering Unmasked Estep 
Score: -29536558.000000 Penalty: 6167.426270
	Iteration 62Q: 3 clusters Score -2.953656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247174 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -29536580.000000 Penalty: 6167.426270
	Iteration 63Q: 3 clusters Score -2.953658e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247170 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -29536572.000000 Penalty: 6167.426270
	Iteration 64Q: 3 clusters Score -2.953657e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247164 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -29536564.000000 Penalty: 6167.426270
	Iteration 65Q: 3 clusters Score -2.953656e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247162 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -29536566.000000 Penalty: 6167.426270
	Iteration 66Q: 3 clusters Score -2.953657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247162 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -29536572.000000 Penalty: 6167.426270
	Iteration 67Q: 3 clusters Score -2.953657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247158 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -29536566.000000 Penalty: 6167.426270
	Iteration 68Q: 3 clusters Score -2.953657e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247155 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -29536560.000000 Penalty: 6167.426270
	Iteration 69Q: 3 clusters Score -2.953656e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247151 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -29536554.000000 Penalty: 6167.426270
	Iteration 70Q: 3 clusters Score -2.953655e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247150 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -29536556.000000 Penalty: 6167.426270
	Iteration 71Q: 3 clusters Score -2.953656e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247149 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -29536566.000000 Penalty: 6167.426270
	Iteration 72Q: 3 clusters Score -2.953657e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247149 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -29536562.000000 Penalty: 6167.426270
	Iteration 73Q: 3 clusters Score -2.953656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247149 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -29536558.000000 Penalty: 6167.426270
	Iteration 74Q: 3 clusters Score -2.953656e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247150 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -29536550.000000 Penalty: 6167.426270
	Iteration 75Q: 3 clusters Score -2.953655e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247151 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -29536574.000000 Penalty: 6167.426270
	Iteration 76Q: 3 clusters Score -2.953657e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247151 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -29536568.000000 Penalty: 6167.426270
	Iteration 77Q: 3 clusters Score -2.953657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247152 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -29536550.000000 Penalty: 6167.426270
	Iteration 78Q: 3 clusters Score -2.953655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247152 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -29536550.000000 Penalty: 6167.426270
	Iteration 79F: 3 clusters Score -2.953655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 184274 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20768 members 
Mstep: Class 6 contains 81134 members 
Mstep: Class 7 contains 61837 members 
Mstep: Class 8 contains 24214 members 
Mstep: Class 9 contains 10783 members 
Mstep: Class 10 contains 274420 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 30684 members 
Mstep: Class 13 contains 28929 members 
Mstep: Class 14 contains 226971 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 26748 members 
Mstep: Class 17 contains 5991 members 
Mstep: Class 18 contains 19114 members 
Mstep: Class 19 contains 247152 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3843 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 82791 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9166 members 
Entering Unmasked Estep 
Score: -161418192.000000 Penalty: 98363.328125
Splitting cluster 19 changes total score from -161418080.000000 to -161418192.000000
So it's getting split into cluster 2.
Entering ConstructFrom: 
Trying to split cluster 20 (8253 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Entering Unmasked Estep 
Score: -931022.062500 Penalty: 2236.546387
	Iteration 0F: 2 clusters Score -931022.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -924447.000000 Penalty: 4473.092773
	Iteration 0F: 3 clusters Score -924447 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -926252.062500 Penalty: 4473.092773
	Iteration 1F: 3 clusters Score -926252.1 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -926501.312500 Penalty: 4473.092773
	Iteration 2F: 3 clusters Score -926501.3 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -926668.562500 Penalty: 4473.092773
	Iteration 3Q: 3 clusters Score -926668.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4094 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -926797.687500 Penalty: 4473.092773
	Iteration 4Q: 3 clusters Score -926797.7 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -926881.250000 Penalty: 4473.092773
	Iteration 5Q: 3 clusters Score -926881.2 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -926958.562500 Penalty: 4473.092773
	Iteration 6Q: 3 clusters Score -926958.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -927030.062500 Penalty: 4473.092773
	Iteration 7Q: 3 clusters Score -927030.1 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3975 members 
Mstep: Class 2 contains 4278 members 
Entering Unmasked Estep 
Score: -927104.812500 Penalty: 4473.092773
	Iteration 8Q: 3 clusters Score -927104.8 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -927170.500000 Penalty: 4473.092773
	Iteration 9Q: 3 clusters Score -927170.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -927228.562500 Penalty: 4473.092773
	Iteration 10Q: 3 clusters Score -927228.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -927294.562500 Penalty: 4473.092773
	Iteration 11Q: 3 clusters Score -927294.6 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -927345.750000 Penalty: 4473.092773
	Iteration 12Q: 3 clusters Score -927345.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -927396.312500 Penalty: 4473.092773
	Iteration 13Q: 3 clusters Score -927396.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -927443.125000 Penalty: 4473.092773
	Iteration 14Q: 3 clusters Score -927443.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 4703 members 
Entering Unmasked Estep 
Score: -927483.125000 Penalty: 4473.092773
	Iteration 15Q: 3 clusters Score -927483.1 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -927534.937500 Penalty: 4473.092773
	Iteration 16Q: 3 clusters Score -927534.9 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -927578.250000 Penalty: 4473.092773
	Iteration 17Q: 3 clusters Score -927578.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -927622.187500 Penalty: 4473.092773
	Iteration 18Q: 3 clusters Score -927622.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -927677.312500 Penalty: 4473.092773
	Iteration 19Q: 3 clusters Score -927677.3 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -927742.562500 Penalty: 4473.092773
	Iteration 20F: 3 clusters Score -927742.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -927811.375000 Penalty: 4473.092773
	Iteration 21Q: 3 clusters Score -927811.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 5254 members 
Entering Unmasked Estep 
Score: -927886.812500 Penalty: 4473.092773
	Iteration 22Q: 3 clusters Score -927886.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 5325 members 
Entering Unmasked Estep 
Score: -927965.500000 Penalty: 4473.092773
	Iteration 23Q: 3 clusters Score -927965.5 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -928058.000000 Penalty: 4473.092773
	Iteration 24Q: 3 clusters Score -928058 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2759 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -928148.062500 Penalty: 4473.092773
	Iteration 25Q: 3 clusters Score -928148.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 5582 members 
Entering Unmasked Estep 
Score: -928211.687500 Penalty: 4473.092773
	Iteration 26Q: 3 clusters Score -928211.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -928257.812500 Penalty: 4473.092773
	Iteration 27Q: 3 clusters Score -928257.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 5732 members 
Entering Unmasked Estep 
Score: -928297.500000 Penalty: 4473.092773
	Iteration 28Q: 3 clusters Score -928297.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -928341.562500 Penalty: 4473.092773
	Iteration 29Q: 3 clusters Score -928341.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -928386.687500 Penalty: 4473.092773
	Iteration 30Q: 3 clusters Score -928386.7 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -928425.062500 Penalty: 4473.092773
	Iteration 31Q: 3 clusters Score -928425.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 6029 members 
Entering Unmasked Estep 
Score: -928468.000000 Penalty: 4473.092773
	Iteration 32Q: 3 clusters Score -928468 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -928498.187500 Penalty: 4473.092773
	Iteration 33Q: 3 clusters Score -928498.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -928529.500000 Penalty: 4473.092773
	Iteration 34Q: 3 clusters Score -928529.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6172 members 
Entering Unmasked Estep 
Score: -928554.250000 Penalty: 4473.092773
	Iteration 35Q: 3 clusters Score -928554.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -928573.875000 Penalty: 4473.092773
	Iteration 36Q: 3 clusters Score -928573.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 6260 members 
Entering Unmasked Estep 
Score: -928594.500000 Penalty: 4473.092773
	Iteration 37Q: 3 clusters Score -928594.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -928613.437500 Penalty: 4473.092773
	Iteration 38Q: 3 clusters Score -928613.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -928627.250000 Penalty: 4473.092773
	Iteration 39Q: 3 clusters Score -928627.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 6364 members 
Entering Unmasked Estep 
Score: -928639.187500 Penalty: 4473.092773
	Iteration 40F: 3 clusters Score -928639.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -928652.500000 Penalty: 4473.092773
	Iteration 41Q: 3 clusters Score -928652.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -928659.687500 Penalty: 4473.092773
	Iteration 42Q: 3 clusters Score -928659.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -928665.312500 Penalty: 4473.092773
	Iteration 43Q: 3 clusters Score -928665.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -928672.187500 Penalty: 4473.092773
	Iteration 44Q: 3 clusters Score -928672.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -928677.250000 Penalty: 4473.092773
	Iteration 45Q: 3 clusters Score -928677.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -928683.937500 Penalty: 4473.092773
	Iteration 46Q: 3 clusters Score -928683.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -928687.312500 Penalty: 4473.092773
	Iteration 47Q: 3 clusters Score -928687.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -928687.750000 Penalty: 4473.092773
	Iteration 48Q: 3 clusters Score -928687.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 6513 members 
Entering Unmasked Estep 
Score: -928691.812500 Penalty: 4473.092773
	Iteration 49Q: 3 clusters Score -928691.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -928694.562500 Penalty: 4473.092773
	Iteration 50Q: 3 clusters Score -928694.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 6529 members 
Entering Unmasked Estep 
Score: -928697.625000 Penalty: 4473.092773
	Iteration 51Q: 3 clusters Score -928697.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6536 members 
Entering Unmasked Estep 
Score: -928699.000000 Penalty: 4473.092773
	Iteration 52Q: 3 clusters Score -928699 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -928700.562500 Penalty: 4473.092773
	Iteration 53Q: 3 clusters Score -928700.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -928706.625000 Penalty: 4473.092773
	Iteration 54Q: 3 clusters Score -928706.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 6564 members 
Entering Unmasked Estep 
Score: -928707.812500 Penalty: 4473.092773
	Iteration 55Q: 3 clusters Score -928707.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -928710.937500 Penalty: 4473.092773
	Iteration 56Q: 3 clusters Score -928710.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -928712.187500 Penalty: 4473.092773
	Iteration 57Q: 3 clusters Score -928712.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 6592 members 
Entering Unmasked Estep 
Score: -928713.250000 Penalty: 4473.092773
	Iteration 58Q: 3 clusters Score -928713.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 6599 members 
Entering Unmasked Estep 
Score: -928714.750000 Penalty: 4473.092773
	Iteration 59Q: 3 clusters Score -928714.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -928716.687500 Penalty: 4473.092773
	Iteration 60F: 3 clusters Score -928716.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 6608 members 
Entering Unmasked Estep 
Score: -928719.000000 Penalty: 4473.092773
	Iteration 61Q: 3 clusters Score -928719 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 6611 members 
Entering Unmasked Estep 
Score: -928718.125000 Penalty: 4473.092773
	Iteration 62Q: 3 clusters Score -928718.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 6613 members 
Entering Unmasked Estep 
Score: -928720.000000 Penalty: 4473.092773
	Iteration 63Q: 3 clusters Score -928720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 6616 members 
Entering Unmasked Estep 
Score: -928721.625000 Penalty: 4473.092773
	Iteration 64Q: 3 clusters Score -928721.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 6619 members 
Entering Unmasked Estep 
Score: -928723.562500 Penalty: 4473.092773
	Iteration 65Q: 3 clusters Score -928723.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -928722.500000 Penalty: 4473.092773
	Iteration 66Q: 3 clusters Score -928722.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -928724.500000 Penalty: 4473.092773
	Iteration 67Q: 3 clusters Score -928724.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 6624 members 
Entering Unmasked Estep 
Score: -928725.000000 Penalty: 4473.092773
	Iteration 68Q: 3 clusters Score -928725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -928724.375000 Penalty: 4473.092773
	Iteration 69Q: 3 clusters Score -928724.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 6625 members 
Entering Unmasked Estep 
Score: -928724.375000 Penalty: 4473.092773
	Iteration 70F: 3 clusters Score -928724.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -57983.468750 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -57983.47 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 300 members 
Entering Unmasked Estep 
Score: -56408.015625 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -56408.02 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56649.132812 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -56649.13 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -56781.539062 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -56781.54 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -56944.710938 Penalty: 3174.527832
	Iteration 3Q: 3 clusters Score -56944.71 nChanged 27
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: -57117.027344 Penalty: 3174.527832
	Iteration 4Q: 3 clusters Score -57117.03 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -57240.406250 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -57240.41 nChanged 21
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: -57326.128906 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -57326.13 nChanged 13
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: -57369.941406 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -57369.94 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -57403.207031 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -57403.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -57423.003906 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -57423 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -57434.351562 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -57434.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -57439.453125 Penalty: 3174.527832
	Iteration 11Q: 3 clusters Score -57439.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57440.773438 Penalty: 3174.527832
	Iteration 12Q: 3 clusters Score -57440.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -57441.679688 Penalty: 3174.527832
	Iteration 13F: 3 clusters Score -57441.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57443.628906 Penalty: 3174.527832
	Iteration 14Q: 3 clusters Score -57443.63 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -57443.628906 Penalty: 3174.527832
	Iteration 15F: 3 clusters Score -57443.63 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (3843 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Entering Unmasked Estep 
Score: -434851.625000 Penalty: 2046.994019
	Iteration 0F: 2 clusters Score -434851.6 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 1930 members 
Entering Unmasked Estep 
Score: -431058.281250 Penalty: 4093.988037
	Iteration 0F: 3 clusters Score -431058.3 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -431902.093750 Penalty: 4093.988037
	Iteration 1F: 3 clusters Score -431902.1 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -432088.562500 Penalty: 4093.988037
	Iteration 2F: 3 clusters Score -432088.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -432204.968750 Penalty: 4093.988037
	Iteration 3Q: 3 clusters Score -432205 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -432281.562500 Penalty: 4093.988037
	Iteration 4Q: 3 clusters Score -432281.6 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -432346.000000 Penalty: 4093.988037
	Iteration 5Q: 3 clusters Score -432346 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -432401.875000 Penalty: 4093.988037
	Iteration 6Q: 3 clusters Score -432401.9 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -432443.468750 Penalty: 4093.988037
	Iteration 7Q: 3 clusters Score -432443.5 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -432485.656250 Penalty: 4093.988037
	Iteration 8Q: 3 clusters Score -432485.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -432525.656250 Penalty: 4093.988037
	Iteration 9Q: 3 clusters Score -432525.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -432572.437500 Penalty: 4093.988037
	Iteration 10Q: 3 clusters Score -432572.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -432613.406250 Penalty: 4093.988037
	Iteration 11Q: 3 clusters Score -432613.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -432656.750000 Penalty: 4093.988037
	Iteration 12Q: 3 clusters Score -432656.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -432698.218750 Penalty: 4093.988037
	Iteration 13Q: 3 clusters Score -432698.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -432725.750000 Penalty: 4093.988037
	Iteration 14Q: 3 clusters Score -432725.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -432750.125000 Penalty: 4093.988037
	Iteration 15Q: 3 clusters Score -432750.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -432770.750000 Penalty: 4093.988037
	Iteration 16Q: 3 clusters Score -432770.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -432787.718750 Penalty: 4093.988037
	Iteration 17Q: 3 clusters Score -432787.7 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 2425 members 
Entering Unmasked Estep 
Score: -432806.312500 Penalty: 4093.988037
	Iteration 18Q: 3 clusters Score -432806.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -432820.718750 Penalty: 4093.988037
	Iteration 19Q: 3 clusters Score -432820.7 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -432827.593750 Penalty: 4093.988037
	Iteration 20F: 3 clusters Score -432827.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -432835.406250 Penalty: 4093.988037
	Iteration 21Q: 3 clusters Score -432835.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -432841.531250 Penalty: 4093.988037
	Iteration 22Q: 3 clusters Score -432841.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -432849.968750 Penalty: 4093.988037
	Iteration 23Q: 3 clusters Score -432850 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -432858.125000 Penalty: 4093.988037
	Iteration 24Q: 3 clusters Score -432858.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -432867.500000 Penalty: 4093.988037
	Iteration 25Q: 3 clusters Score -432867.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -432874.687500 Penalty: 4093.988037
	Iteration 26Q: 3 clusters Score -432874.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -432884.000000 Penalty: 4093.988037
	Iteration 27Q: 3 clusters Score -432884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -432893.375000 Penalty: 4093.988037
	Iteration 28Q: 3 clusters Score -432893.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -432903.656250 Penalty: 4093.988037
	Iteration 29Q: 3 clusters Score -432903.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -432910.531250 Penalty: 4093.988037
	Iteration 30Q: 3 clusters Score -432910.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -432920.656250 Penalty: 4093.988037
	Iteration 31Q: 3 clusters Score -432920.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -432925.968750 Penalty: 4093.988037
	Iteration 32Q: 3 clusters Score -432926 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -432933.781250 Penalty: 4093.988037
	Iteration 33Q: 3 clusters Score -432933.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -432938.562500 Penalty: 4093.988037
	Iteration 34Q: 3 clusters Score -432938.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -432943.625000 Penalty: 4093.988037
	Iteration 35Q: 3 clusters Score -432943.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -432948.468750 Penalty: 4093.988037
	Iteration 36Q: 3 clusters Score -432948.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -432951.531250 Penalty: 4093.988037
	Iteration 37Q: 3 clusters Score -432951.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -432954.187500 Penalty: 4093.988037
	Iteration 38Q: 3 clusters Score -432954.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -432955.875000 Penalty: 4093.988037
	Iteration 39Q: 3 clusters Score -432955.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 2629 members 
Entering Unmasked Estep 
Score: -432958.375000 Penalty: 4093.988037
	Iteration 40F: 3 clusters Score -432958.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -432959.375000 Penalty: 4093.988037
	Iteration 41Q: 3 clusters Score -432959.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -432960.062500 Penalty: 4093.988037
	Iteration 42Q: 3 clusters Score -432960.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -432961.250000 Penalty: 4093.988037
	Iteration 43Q: 3 clusters Score -432961.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -432961.250000 Penalty: 4093.988037
	Iteration 44F: 3 clusters Score -432961.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8710 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8710 members 
Entering Unmasked Estep 
Score: -856687.875000 Penalty: 2249.912354
	Iteration 0F: 2 clusters Score -856687.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -849862.000000 Penalty: 4499.824707
	Iteration 0F: 3 clusters Score -849862 nChanged 3602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 4396 members 
Entering Unmasked Estep 
Score: -851955.375000 Penalty: 4499.824707
	Iteration 1F: 3 clusters Score -851955.4 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -852325.687500 Penalty: 4499.824707
	Iteration 2F: 3 clusters Score -852325.7 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -852625.812500 Penalty: 4499.824707
	Iteration 3F: 3 clusters Score -852625.8 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 4635 members 
Entering Unmasked Estep 
Score: -852924.312500 Penalty: 4499.824707
	Iteration 4F: 3 clusters Score -852924.3 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -853202.500000 Penalty: 4499.824707
	Iteration 5F: 3 clusters Score -853202.5 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -853440.062500 Penalty: 4499.824707
	Iteration 6Q: 3 clusters Score -853440.1 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -853658.125000 Penalty: 4499.824707
	Iteration 7Q: 3 clusters Score -853658.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -853843.250000 Penalty: 4499.824707
	Iteration 8Q: 3 clusters Score -853843.2 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -854007.000000 Penalty: 4499.824707
	Iteration 9Q: 3 clusters Score -854007 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -854180.000000 Penalty: 4499.824707
	Iteration 10Q: 3 clusters Score -854180 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 5379 members 
Entering Unmasked Estep 
Score: -854319.937500 Penalty: 4499.824707
	Iteration 11Q: 3 clusters Score -854319.9 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3233 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -854427.500000 Penalty: 4499.824707
	Iteration 12Q: 3 clusters Score -854427.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 5547 members 
Entering Unmasked Estep 
Score: -854499.000000 Penalty: 4499.824707
	Iteration 13Q: 3 clusters Score -854499 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3108 members 
Mstep: Class 2 contains 5602 members 
Entering Unmasked Estep 
Score: -854554.687500 Penalty: 4499.824707
	Iteration 14Q: 3 clusters Score -854554.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -854604.437500 Penalty: 4499.824707
	Iteration 15Q: 3 clusters Score -854604.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -854642.687500 Penalty: 4499.824707
	Iteration 16Q: 3 clusters Score -854642.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -854674.375000 Penalty: 4499.824707
	Iteration 17Q: 3 clusters Score -854674.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 5671 members 
Entering Unmasked Estep 
Score: -854694.937500 Penalty: 4499.824707
	Iteration 18Q: 3 clusters Score -854694.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -854723.062500 Penalty: 4499.824707
	Iteration 19Q: 3 clusters Score -854723.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3011 members 
Mstep: Class 2 contains 5699 members 
Entering Unmasked Estep 
Score: -854745.875000 Penalty: 4499.824707
	Iteration 20F: 3 clusters Score -854745.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -854769.187500 Penalty: 4499.824707
	Iteration 21Q: 3 clusters Score -854769.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2967 members 
Mstep: Class 2 contains 5743 members 
Entering Unmasked Estep 
Score: -854789.625000 Penalty: 4499.824707
	Iteration 22Q: 3 clusters Score -854789.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2949 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -854807.875000 Penalty: 4499.824707
	Iteration 23Q: 3 clusters Score -854807.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -854825.125000 Penalty: 4499.824707
	Iteration 24Q: 3 clusters Score -854825.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 5798 members 
Entering Unmasked Estep 
Score: -854839.562500 Penalty: 4499.824707
	Iteration 25Q: 3 clusters Score -854839.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 5824 members 
Entering Unmasked Estep 
Score: -854859.562500 Penalty: 4499.824707
	Iteration 26Q: 3 clusters Score -854859.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -854881.750000 Penalty: 4499.824707
	Iteration 27Q: 3 clusters Score -854881.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 5872 members 
Entering Unmasked Estep 
Score: -854901.000000 Penalty: 4499.824707
	Iteration 28Q: 3 clusters Score -854901 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 5902 members 
Entering Unmasked Estep 
Score: -854923.437500 Penalty: 4499.824707
	Iteration 29Q: 3 clusters Score -854923.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2778 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -854942.750000 Penalty: 4499.824707
	Iteration 30Q: 3 clusters Score -854942.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -854950.187500 Penalty: 4499.824707
	Iteration 31Q: 3 clusters Score -854950.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 5976 members 
Entering Unmasked Estep 
Score: -854961.562500 Penalty: 4499.824707
	Iteration 32Q: 3 clusters Score -854961.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 6000 members 
Entering Unmasked Estep 
Score: -854970.937500 Penalty: 4499.824707
	Iteration 33Q: 3 clusters Score -854970.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 6027 members 
Entering Unmasked Estep 
Score: -854981.187500 Penalty: 4499.824707
	Iteration 34Q: 3 clusters Score -854981.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -854991.625000 Penalty: 4499.824707
	Iteration 35Q: 3 clusters Score -854991.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -855000.937500 Penalty: 4499.824707
	Iteration 36Q: 3 clusters Score -855000.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -855008.375000 Penalty: 4499.824707
	Iteration 37Q: 3 clusters Score -855008.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -855016.000000 Penalty: 4499.824707
	Iteration 38Q: 3 clusters Score -855016 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 6124 members 
Entering Unmasked Estep 
Score: -855019.625000 Penalty: 4499.824707
	Iteration 39Q: 3 clusters Score -855019.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -855026.437500 Penalty: 4499.824707
	Iteration 40F: 3 clusters Score -855026.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 6161 members 
Entering Unmasked Estep 
Score: -855035.750000 Penalty: 4499.824707
	Iteration 41Q: 3 clusters Score -855035.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -855047.625000 Penalty: 4499.824707
	Iteration 42Q: 3 clusters Score -855047.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -855056.250000 Penalty: 4499.824707
	Iteration 43Q: 3 clusters Score -855056.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 6219 members 
Entering Unmasked Estep 
Score: -855064.812500 Penalty: 4499.824707
	Iteration 44Q: 3 clusters Score -855064.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 6239 members 
Entering Unmasked Estep 
Score: -855073.500000 Penalty: 4499.824707
	Iteration 45Q: 3 clusters Score -855073.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -855077.187500 Penalty: 4499.824707
	Iteration 46Q: 3 clusters Score -855077.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -855081.687500 Penalty: 4499.824707
	Iteration 47Q: 3 clusters Score -855081.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -855085.875000 Penalty: 4499.824707
	Iteration 48Q: 3 clusters Score -855085.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 6301 members 
Entering Unmasked Estep 
Score: -855090.812500 Penalty: 4499.824707
	Iteration 49Q: 3 clusters Score -855090.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -855093.875000 Penalty: 4499.824707
	Iteration 50Q: 3 clusters Score -855093.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 6332 members 
Entering Unmasked Estep 
Score: -855097.812500 Penalty: 4499.824707
	Iteration 51Q: 3 clusters Score -855097.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -855101.875000 Penalty: 4499.824707
	Iteration 52Q: 3 clusters Score -855101.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 6355 members 
Entering Unmasked Estep 
Score: -855104.625000 Penalty: 4499.824707
	Iteration 53Q: 3 clusters Score -855104.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 6369 members 
Entering Unmasked Estep 
Score: -855109.500000 Penalty: 4499.824707
	Iteration 54Q: 3 clusters Score -855109.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 6380 members 
Entering Unmasked Estep 
Score: -855115.312500 Penalty: 4499.824707
	Iteration 55Q: 3 clusters Score -855115.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 6388 members 
Entering Unmasked Estep 
Score: -855117.500000 Penalty: 4499.824707
	Iteration 56Q: 3 clusters Score -855117.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -855117.812500 Penalty: 4499.824707
	Iteration 57Q: 3 clusters Score -855117.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -855121.937500 Penalty: 4499.824707
	Iteration 58Q: 3 clusters Score -855121.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -855123.625000 Penalty: 4499.824707
	Iteration 59Q: 3 clusters Score -855123.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -855128.562500 Penalty: 4499.824707
	Iteration 60F: 3 clusters Score -855128.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 6425 members 
Entering Unmasked Estep 
Score: -855132.000000 Penalty: 4499.824707
	Iteration 61Q: 3 clusters Score -855132 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -855134.937500 Penalty: 4499.824707
	Iteration 62Q: 3 clusters Score -855134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -855133.500000 Penalty: 4499.824707
	Iteration 63Q: 3 clusters Score -855133.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -855136.437500 Penalty: 4499.824707
	Iteration 64Q: 3 clusters Score -855136.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -855142.500000 Penalty: 4499.824707
	Iteration 65Q: 3 clusters Score -855142.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -855142.125000 Penalty: 4499.824707
	Iteration 66Q: 3 clusters Score -855142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -855145.562500 Penalty: 4499.824707
	Iteration 67Q: 3 clusters Score -855145.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -855144.500000 Penalty: 4499.824707
	Iteration 68Q: 3 clusters Score -855144.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -855144.187500 Penalty: 4499.824707
	Iteration 69Q: 3 clusters Score -855144.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -855146.375000 Penalty: 4499.824707
	Iteration 70Q: 3 clusters Score -855146.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 6468 members 
Entering Unmasked Estep 
Score: -855146.937500 Penalty: 4499.824707
	Iteration 71Q: 3 clusters Score -855146.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 6473 members 
Entering Unmasked Estep 
Score: -855148.687500 Penalty: 4499.824707
	Iteration 72Q: 3 clusters Score -855148.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -855149.750000 Penalty: 4499.824707
	Iteration 73Q: 3 clusters Score -855149.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -855155.750000 Penalty: 4499.824707
	Iteration 74Q: 3 clusters Score -855155.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -855156.187500 Penalty: 4499.824707
	Iteration 75Q: 3 clusters Score -855156.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 6502 members 
Entering Unmasked Estep 
Score: -855158.937500 Penalty: 4499.824707
	Iteration 76Q: 3 clusters Score -855158.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -855163.062500 Penalty: 4499.824707
	Iteration 77Q: 3 clusters Score -855163.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 6522 members 
Entering Unmasked Estep 
Score: -855165.625000 Penalty: 4499.824707
	Iteration 78Q: 3 clusters Score -855165.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -855168.687500 Penalty: 4499.824707
	Iteration 79Q: 3 clusters Score -855168.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -855173.250000 Penalty: 4499.824707
	Iteration 80F: 3 clusters Score -855173.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -855178.437500 Penalty: 4499.824707
	Iteration 81Q: 3 clusters Score -855178.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -855183.625000 Penalty: 4499.824707
	Iteration 82Q: 3 clusters Score -855183.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -855191.812500 Penalty: 4499.824707
	Iteration 83Q: 3 clusters Score -855191.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -855200.000000 Penalty: 4499.824707
	Iteration 84Q: 3 clusters Score -855200 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 6629 members 
Entering Unmasked Estep 
Score: -855218.312500 Penalty: 4499.824707
	Iteration 85Q: 3 clusters Score -855218.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 6662 members 
Entering Unmasked Estep 
Score: -855249.000000 Penalty: 4499.824707
	Iteration 86Q: 3 clusters Score -855249 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 6704 members 
Entering Unmasked Estep 
Score: -855287.375000 Penalty: 4499.824707
	Iteration 87Q: 3 clusters Score -855287.4 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -855324.500000 Penalty: 4499.824707
	Iteration 88Q: 3 clusters Score -855324.5 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 6773 members 
Entering Unmasked Estep 
Score: -855377.125000 Penalty: 4499.824707
	Iteration 89Q: 3 clusters Score -855377.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6801 members 
Entering Unmasked Estep 
Score: -855414.937500 Penalty: 4499.824707
	Iteration 90Q: 3 clusters Score -855414.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -855438.312500 Penalty: 4499.824707
	Iteration 91Q: 3 clusters Score -855438.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 6836 members 
Entering Unmasked Estep 
Score: -855446.062500 Penalty: 4499.824707
	Iteration 92Q: 3 clusters Score -855446.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -855455.437500 Penalty: 4499.824707
	Iteration 93Q: 3 clusters Score -855455.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -855465.250000 Penalty: 4499.824707
	Iteration 94Q: 3 clusters Score -855465.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6880 members 
Entering Unmasked Estep 
Score: -855473.062500 Penalty: 4499.824707
	Iteration 95Q: 3 clusters Score -855473.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -855475.625000 Penalty: 4499.824707
	Iteration 96Q: 3 clusters Score -855475.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -855474.500000 Penalty: 4499.824707
	Iteration 97Q: 3 clusters Score -855474.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -855480.500000 Penalty: 4499.824707
	Iteration 98Q: 3 clusters Score -855480.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -855486.250000 Penalty: 4499.824707
	Iteration 99Q: 3 clusters Score -855486.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 6918 members 
Entering Unmasked Estep 
Score: -855490.250000 Penalty: 4499.824707
	Iteration 100F: 3 clusters Score -855490.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1788 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -855493.312500 Penalty: 4499.824707
	Iteration 101Q: 3 clusters Score -855493.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 6928 members 
Entering Unmasked Estep 
Score: -855495.187500 Penalty: 4499.824707
	Iteration 102Q: 3 clusters Score -855495.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -855497.000000 Penalty: 4499.824707
	Iteration 103Q: 3 clusters Score -855497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -855497.687500 Penalty: 4499.824707
	Iteration 104Q: 3 clusters Score -855497.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -855497.687500 Penalty: 4499.824707
	Iteration 105F: 3 clusters Score -855497.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (82791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82791 members 
Entering Unmasked Estep 
Score: -9466855.000000 Penalty: 2808.370605
	Iteration 0F: 2 clusters Score -9466855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 41221 members 
Entering Unmasked Estep 
Score: -9411689.000000 Penalty: 5616.741211
	Iteration 0F: 3 clusters Score -9411689 nChanged 39035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42785 members 
Mstep: Class 2 contains 40006 members 
Entering Unmasked Estep 
Score: -9433469.000000 Penalty: 5616.741211
	Iteration 1F: 3 clusters Score -9433469 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43517 members 
Mstep: Class 2 contains 39274 members 
Entering Unmasked Estep 
Score: -9434284.000000 Penalty: 5616.741211
	Iteration 2Q: 3 clusters Score -9434284 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 38232 members 
Entering Unmasked Estep 
Score: -9435262.000000 Penalty: 5616.741211
	Iteration 3Q: 3 clusters Score -9435262 nChanged 3288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46051 members 
Mstep: Class 2 contains 36740 members 
Entering Unmasked Estep 
Score: -9436460.000000 Penalty: 5616.741211
	Iteration 4Q: 3 clusters Score -9436460 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48140 members 
Mstep: Class 2 contains 34651 members 
Entering Unmasked Estep 
Score: -9438058.000000 Penalty: 5616.741211
	Iteration 5Q: 3 clusters Score -9438058 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51100 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -9440343.000000 Penalty: 5616.741211
	Iteration 6F: 3 clusters Score -9440343 nChanged 4798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -9443293.000000 Penalty: 5616.741211
	Iteration 7F: 3 clusters Score -9443293 nChanged 5153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -9446831.000000 Penalty: 5616.741211
	Iteration 8F: 3 clusters Score -9446831 nChanged 5313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64856 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -9450836.000000 Penalty: 5616.741211
	Iteration 9F: 3 clusters Score -9450836 nChanged 5014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69822 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -9454472.000000 Penalty: 5616.741211
	Iteration 10F: 3 clusters Score -9454472 nChanged 4267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74081 members 
Mstep: Class 2 contains 8710 members 
Entering Unmasked Estep 
Score: -9457748.000000 Penalty: 5616.741211
	Iteration 11F: 3 clusters Score -9457748 nChanged 3300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77379 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -9460340.000000 Penalty: 5616.741211
	Iteration 12Q: 3 clusters Score -9460340 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79628 members 
Mstep: Class 2 contains 3163 members 
Entering Unmasked Estep 
Score: -9462150.000000 Penalty: 5616.741211
	Iteration 13Q: 3 clusters Score -9462150 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80960 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9463099.000000 Penalty: 5616.741211
	Iteration 14Q: 3 clusters Score -9463099 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81687 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9463670.000000 Penalty: 5616.741211
	Iteration 15Q: 3 clusters Score -9463670 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82039 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -9463991.000000 Penalty: 5616.741211
	Iteration 16Q: 3 clusters Score -9463991 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82208 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9464158.000000 Penalty: 5616.741211
	Iteration 17Q: 3 clusters Score -9464158 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82293 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -9464231.000000 Penalty: 5616.741211
	Iteration 18Q: 3 clusters Score -9464231 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82338 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -9464287.000000 Penalty: 5616.741211
	Iteration 19Q: 3 clusters Score -9464287 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82366 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -9464329.000000 Penalty: 5616.741211
	Iteration 20F: 3 clusters Score -9464329 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82390 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -9464381.000000 Penalty: 5616.741211
	Iteration 21Q: 3 clusters Score -9464381 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82401 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9464388.000000 Penalty: 5616.741211
	Iteration 22Q: 3 clusters Score -9464388 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82410 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -9464404.000000 Penalty: 5616.741211
	Iteration 23Q: 3 clusters Score -9464404 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82414 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -9464408.000000 Penalty: 5616.741211
	Iteration 24Q: 3 clusters Score -9464408 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82419 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -9464414.000000 Penalty: 5616.741211
	Iteration 25Q: 3 clusters Score -9464414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82424 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -9464419.000000 Penalty: 5616.741211
	Iteration 26Q: 3 clusters Score -9464419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9464424.000000 Penalty: 5616.741211
	Iteration 27Q: 3 clusters Score -9464424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82427 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9464424.000000 Penalty: 5616.741211
	Iteration 28F: 3 clusters Score -9464424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12627 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Entering Unmasked Estep 
Score: -1134316.375000 Penalty: 2342.010986
	Iteration 0F: 2 clusters Score -1134316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -1124947.625000 Penalty: 4684.021973
	Iteration 0F: 3 clusters Score -1124948 nChanged 5390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -1127928.000000 Penalty: 4684.021973
	Iteration 1F: 3 clusters Score -1127928 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -1128546.000000 Penalty: 4684.021973
	Iteration 2F: 3 clusters Score -1128546 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -1129317.125000 Penalty: 4684.021973
	Iteration 3F: 3 clusters Score -1129317 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -1130311.500000 Penalty: 4684.021973
	Iteration 4F: 3 clusters Score -1130312 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6190 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -1131267.375000 Penalty: 4684.021973
	Iteration 5F: 3 clusters Score -1131267 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6118 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -1132045.375000 Penalty: 4684.021973
	Iteration 6F: 3 clusters Score -1132045 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -1132578.750000 Penalty: 4684.021973
	Iteration 7F: 3 clusters Score -1132579 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6824 members 
Entering Unmasked Estep 
Score: -1132859.750000 Penalty: 4684.021973
	Iteration 8Q: 3 clusters Score -1132860 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5655 members 
Mstep: Class 2 contains 6972 members 
Entering Unmasked Estep 
Score: -1132985.500000 Penalty: 4684.021973
	Iteration 9Q: 3 clusters Score -1132986 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 7105 members 
Entering Unmasked Estep 
Score: -1133061.875000 Penalty: 4684.021973
	Iteration 10Q: 3 clusters Score -1133062 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5405 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -1133107.250000 Penalty: 4684.021973
	Iteration 11Q: 3 clusters Score -1133107 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 7300 members 
Entering Unmasked Estep 
Score: -1133132.375000 Penalty: 4684.021973
	Iteration 12Q: 3 clusters Score -1133132 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -1133147.750000 Penalty: 4684.021973
	Iteration 13Q: 3 clusters Score -1133148 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -1133157.750000 Penalty: 4684.021973
	Iteration 14Q: 3 clusters Score -1133158 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5173 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -1133168.750000 Penalty: 4684.021973
	Iteration 15Q: 3 clusters Score -1133169 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 7491 members 
Entering Unmasked Estep 
Score: -1133175.500000 Penalty: 4684.021973
	Iteration 16Q: 3 clusters Score -1133176 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5102 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -1133185.375000 Penalty: 4684.021973
	Iteration 17Q: 3 clusters Score -1133185 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -1133187.250000 Penalty: 4684.021973
	Iteration 18Q: 3 clusters Score -1133187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -1133189.500000 Penalty: 4684.021973
	Iteration 19Q: 3 clusters Score -1133190 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 7582 members 
Entering Unmasked Estep 
Score: -1133192.000000 Penalty: 4684.021973
	Iteration 20F: 3 clusters Score -1133192 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5032 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -1133194.250000 Penalty: 4684.021973
	Iteration 21Q: 3 clusters Score -1133194 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5014 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -1133194.000000 Penalty: 4684.021973
	Iteration 22Q: 3 clusters Score -1133194 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -1133197.375000 Penalty: 4684.021973
	Iteration 23Q: 3 clusters Score -1133197 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 7636 members 
Entering Unmasked Estep 
Score: -1133200.375000 Penalty: 4684.021973
	Iteration 24Q: 3 clusters Score -1133200 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 7643 members 
Entering Unmasked Estep 
Score: -1133200.625000 Penalty: 4684.021973
	Iteration 25Q: 3 clusters Score -1133201 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -1133205.250000 Penalty: 4684.021973
	Iteration 26Q: 3 clusters Score -1133205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 7658 members 
Entering Unmasked Estep 
Score: -1133204.375000 Penalty: 4684.021973
	Iteration 27Q: 3 clusters Score -1133204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -1133204.250000 Penalty: 4684.021973
	Iteration 28Q: 3 clusters Score -1133204 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 7678 members 
Entering Unmasked Estep 
Score: -1133207.750000 Penalty: 4684.021973
	Iteration 29Q: 3 clusters Score -1133208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
Score: -1133209.375000 Penalty: 4684.021973
	Iteration 30Q: 3 clusters Score -1133209 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 7703 members 
Entering Unmasked Estep 
Score: -1133209.625000 Penalty: 4684.021973
	Iteration 31Q: 3 clusters Score -1133210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 7717 members 
Entering Unmasked Estep 
Score: -1133216.875000 Penalty: 4684.021973
	Iteration 32Q: 3 clusters Score -1133217 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 7730 members 
Entering Unmasked Estep 
Score: -1133218.625000 Penalty: 4684.021973
	Iteration 33Q: 3 clusters Score -1133219 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4886 members 
Mstep: Class 2 contains 7741 members 
Entering Unmasked Estep 
Score: -1133217.125000 Penalty: 4684.021973
	Iteration 34Q: 3 clusters Score -1133217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 7746 members 
Entering Unmasked Estep 
Score: -1133220.250000 Penalty: 4684.021973
	Iteration 35Q: 3 clusters Score -1133220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 7754 members 
Entering Unmasked Estep 
Score: -1133219.250000 Penalty: 4684.021973
	Iteration 36Q: 3 clusters Score -1133219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -1133217.000000 Penalty: 4684.021973
	Iteration 37Q: 3 clusters Score -1133217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -1133218.375000 Penalty: 4684.021973
	Iteration 38Q: 3 clusters Score -1133218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 7765 members 
Entering Unmasked Estep 
Score: -1133221.000000 Penalty: 4684.021973
	Iteration 39Q: 3 clusters Score -1133221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 7769 members 
Entering Unmasked Estep 
Score: -1133221.750000 Penalty: 4684.021973
	Iteration 40F: 3 clusters Score -1133222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4857 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -1133221.875000 Penalty: 4684.021973
	Iteration 41Q: 3 clusters Score -1133222 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 7772 members 
Entering Unmasked Estep 
Score: -1133221.875000 Penalty: 4684.021973
	Iteration 42Q: 3 clusters Score -1133222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -1133221.375000 Penalty: 4684.021973
	Iteration 43Q: 3 clusters Score -1133221 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 7780 members 
Entering Unmasked Estep 
Score: -1133224.875000 Penalty: 4684.021973
	Iteration 44Q: 3 clusters Score -1133225 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -1133223.875000 Penalty: 4684.021973
	Iteration 45Q: 3 clusters Score -1133224 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4833 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -1133225.375000 Penalty: 4684.021973
	Iteration 46Q: 3 clusters Score -1133225 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 7799 members 
Entering Unmasked Estep 
Score: -1133224.000000 Penalty: 4684.021973
	Iteration 47Q: 3 clusters Score -1133224 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 7802 members 
Entering Unmasked Estep 
Score: -1133226.250000 Penalty: 4684.021973
	Iteration 48Q: 3 clusters Score -1133226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 7804 members 
Entering Unmasked Estep 
Score: -1133226.000000 Penalty: 4684.021973
	Iteration 49Q: 3 clusters Score -1133226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1133227.375000 Penalty: 4684.021973
	Iteration 50Q: 3 clusters Score -1133227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4821 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -1133227.750000 Penalty: 4684.021973
	Iteration 51Q: 3 clusters Score -1133228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -1133227.625000 Penalty: 4684.021973
	Iteration 52Q: 3 clusters Score -1133228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 7810 members 
Entering Unmasked Estep 
Score: -1133227.500000 Penalty: 4684.021973
	Iteration 53Q: 3 clusters Score -1133228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -1133226.750000 Penalty: 4684.021973
	Iteration 54Q: 3 clusters Score -1133227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1133226.125000 Penalty: 4684.021973
	Iteration 55Q: 3 clusters Score -1133226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 7813 members 
Entering Unmasked Estep 
Score: -1133226.125000 Penalty: 4684.021973
	Iteration 56F: 3 clusters Score -1133226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Entering Unmasked Estep 
Score: -267653.875000 Penalty: 1919.145020
	Iteration 0F: 2 clusters Score -267653.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -264874.656250 Penalty: 3838.290039
	Iteration 0F: 3 clusters Score -264874.7 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -265388.593750 Penalty: 3838.290039
	Iteration 1F: 3 clusters Score -265388.6 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -265500.218750 Penalty: 3838.290039
	Iteration 2F: 3 clusters Score -265500.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1007 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -265566.968750 Penalty: 3838.290039
	Iteration 3Q: 3 clusters Score -265567 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -265604.437500 Penalty: 3838.290039
	Iteration 4Q: 3 clusters Score -265604.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -265631.468750 Penalty: 3838.290039
	Iteration 5Q: 3 clusters Score -265631.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -265659.312500 Penalty: 3838.290039
	Iteration 6Q: 3 clusters Score -265659.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -265683.031250 Penalty: 3838.290039
	Iteration 7Q: 3 clusters Score -265683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -265698.468750 Penalty: 3838.290039
	Iteration 8Q: 3 clusters Score -265698.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -265706.343750 Penalty: 3838.290039
	Iteration 9Q: 3 clusters Score -265706.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -265713.718750 Penalty: 3838.290039
	Iteration 10Q: 3 clusters Score -265713.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -265719.687500 Penalty: 3838.290039
	Iteration 11Q: 3 clusters Score -265719.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -265722.750000 Penalty: 3838.290039
	Iteration 12Q: 3 clusters Score -265722.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -265725.437500 Penalty: 3838.290039
	Iteration 13Q: 3 clusters Score -265725.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -265730.687500 Penalty: 3838.290039
	Iteration 14Q: 3 clusters Score -265730.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -265736.781250 Penalty: 3838.290039
	Iteration 15Q: 3 clusters Score -265736.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -265738.968750 Penalty: 3838.290039
	Iteration 16Q: 3 clusters Score -265739 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -265738.968750 Penalty: 3838.290039
	Iteration 17F: 3 clusters Score -265739 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -101091.273438 Penalty: 1719.488892
	Iteration 0F: 2 clusters Score -101091.3 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 494 members 
Entering Unmasked Estep 
Score: -99222.304688 Penalty: 3438.977783
	Iteration 0F: 3 clusters Score -99222.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -99864.523438 Penalty: 3438.977783
	Iteration 1F: 3 clusters Score -99864.52 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -100663.492188 Penalty: 3438.977783
	Iteration 2F: 3 clusters Score -100663.5 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -101635.421875 Penalty: 3438.977783
	Iteration 3F: 3 clusters Score -101635.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -102084.125000 Penalty: 3438.977783
	Iteration 4F: 3 clusters Score -102084.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -102192.507812 Penalty: 3438.977783
	Iteration 5Q: 3 clusters Score -102192.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -102204.070312 Penalty: 3438.977783
	Iteration 6Q: 3 clusters Score -102204.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -102207.625000 Penalty: 3438.977783
	Iteration 7Q: 3 clusters Score -102207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -102207.625000 Penalty: 3438.977783
	Iteration 8F: 3 clusters Score -102207.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 2 contains 4129 members 
Mstep: Class 3 contains 184274 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20768 members 
Mstep: Class 6 contains 81134 members 
Mstep: Class 7 contains 61837 members 
Mstep: Class 8 contains 24214 members 
Mstep: Class 9 contains 10783 members 
Mstep: Class 10 contains 274420 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 30684 members 
Mstep: Class 13 contains 28929 members 
Mstep: Class 14 contains 226971 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 26748 members 
Mstep: Class 17 contains 5991 members 
Mstep: Class 18 contains 19114 members 
Mstep: Class 19 contains 247152 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3843 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 82791 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 336 members 
Mstep: Class 28 contains 9166 members 
Mstep: Class 29 contains 690 members 
Entering Unmasked Estep 
Score: -161417072.000000 Penalty: 101876.304688
Splitting cluster 27 changes total score from -161418080.000000 to -161417072.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (9166 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Entering Unmasked Estep 
Score: -1022541.437500 Penalty: 2262.567627
	Iteration 0F: 2 clusters Score -1022541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -1015345.937500 Penalty: 4525.135254
	Iteration 0F: 3 clusters Score -1015346 nChanged 3834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 4358 members 
Entering Unmasked Estep 
Score: -1017703.562500 Penalty: 4525.135254
	Iteration 1F: 3 clusters Score -1017704 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 4130 members 
Entering Unmasked Estep 
Score: -1018593.312500 Penalty: 4525.135254
	Iteration 2F: 3 clusters Score -1018593 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1019573.687500 Penalty: 4525.135254
	Iteration 3F: 3 clusters Score -1019574 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5864 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1020385.062500 Penalty: 4525.135254
	Iteration 4F: 3 clusters Score -1020385 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -1020856.875000 Penalty: 4525.135254
	Iteration 5F: 3 clusters Score -1020857 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -1021108.000000 Penalty: 4525.135254
	Iteration 6Q: 3 clusters Score -1021108 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6600 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -1021229.250000 Penalty: 4525.135254
	Iteration 7Q: 3 clusters Score -1021229 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -1021309.187500 Penalty: 4525.135254
	Iteration 8Q: 3 clusters Score -1021309 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -1021360.062500 Penalty: 4525.135254
	Iteration 9Q: 3 clusters Score -1021360 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -1021407.687500 Penalty: 4525.135254
	Iteration 10Q: 3 clusters Score -1021408 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6989 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -1021441.250000 Penalty: 4525.135254
	Iteration 11Q: 3 clusters Score -1021441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7049 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1021463.812500 Penalty: 4525.135254
	Iteration 12Q: 3 clusters Score -1021464 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1021482.000000 Penalty: 4525.135254
	Iteration 13Q: 3 clusters Score -1021482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1021494.250000 Penalty: 4525.135254
	Iteration 14Q: 3 clusters Score -1021494 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7166 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -1021511.750000 Penalty: 4525.135254
	Iteration 15Q: 3 clusters Score -1021512 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -1021527.312500 Penalty: 4525.135254
	Iteration 16Q: 3 clusters Score -1021527 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1021533.937500 Penalty: 4525.135254
	Iteration 17Q: 3 clusters Score -1021534 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -1021540.625000 Penalty: 4525.135254
	Iteration 18Q: 3 clusters Score -1021541 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1021548.687500 Penalty: 4525.135254
	Iteration 19Q: 3 clusters Score -1021549 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -1021552.625000 Penalty: 4525.135254
	Iteration 20F: 3 clusters Score -1021553 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1021557.125000 Penalty: 4525.135254
	Iteration 21Q: 3 clusters Score -1021557 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1021558.500000 Penalty: 4525.135254
	Iteration 22Q: 3 clusters Score -1021558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -1021562.500000 Penalty: 4525.135254
	Iteration 23Q: 3 clusters Score -1021562 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7335 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1021561.750000 Penalty: 4525.135254
	Iteration 24Q: 3 clusters Score -1021562 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1021565.437500 Penalty: 4525.135254
	Iteration 25Q: 3 clusters Score -1021565 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1021568.000000 Penalty: 4525.135254
	Iteration 26Q: 3 clusters Score -1021568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -1021569.187500 Penalty: 4525.135254
	Iteration 27Q: 3 clusters Score -1021569 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7358 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -1021568.437500 Penalty: 4525.135254
	Iteration 28Q: 3 clusters Score -1021568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1021571.937500 Penalty: 4525.135254
	Iteration 29Q: 3 clusters Score -1021572 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1021573.312500 Penalty: 4525.135254
	Iteration 30Q: 3 clusters Score -1021573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -1021576.562500 Penalty: 4525.135254
	Iteration 31Q: 3 clusters Score -1021577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1021575.812500 Penalty: 4525.135254
	Iteration 32Q: 3 clusters Score -1021576 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7382 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -1021578.375000 Penalty: 4525.135254
	Iteration 33Q: 3 clusters Score -1021578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1021577.812500 Penalty: 4525.135254
	Iteration 34Q: 3 clusters Score -1021578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1021579.562500 Penalty: 4525.135254
	Iteration 35Q: 3 clusters Score -1021580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1021579.375000 Penalty: 4525.135254
	Iteration 36Q: 3 clusters Score -1021579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -1021581.625000 Penalty: 4525.135254
	Iteration 37Q: 3 clusters Score -1021582 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -1021581.125000 Penalty: 4525.135254
	Iteration 38Q: 3 clusters Score -1021581 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7409 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1021581.062500 Penalty: 4525.135254
	Iteration 39Q: 3 clusters Score -1021581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1021581.500000 Penalty: 4525.135254
	Iteration 40F: 3 clusters Score -1021582 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26381 members 
Mstep: Class 3 contains 184274 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20768 members 
Mstep: Class 6 contains 81134 members 
Mstep: Class 7 contains 61837 members 
Mstep: Class 8 contains 24214 members 
Mstep: Class 9 contains 10783 members 
Mstep: Class 10 contains 274420 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 30684 members 
Mstep: Class 13 contains 28929 members 
Mstep: Class 14 contains 226971 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 26748 members 
Mstep: Class 17 contains 5991 members 
Mstep: Class 18 contains 19114 members 
Mstep: Class 19 contains 247152 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3843 members 
Mstep: Class 23 contains 8710 members 
Mstep: Class 24 contains 82791 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161418608.000000 Penalty: 98363.328125
Iteration 279Q: 29 clusters Score -1.614186e+08 nChanged 7842
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 4121 members 
Mstep: Class 3 contains 184177 members 
Mstep: Class 4 contains 10955 members 
Mstep: Class 5 contains 20783 members 
Mstep: Class 6 contains 81400 members 
Mstep: Class 7 contains 62059 members 
Mstep: Class 8 contains 24217 members 
Mstep: Class 9 contains 10761 members 
Mstep: Class 10 contains 271576 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 31682 members 
Mstep: Class 13 contains 29074 members 
Mstep: Class 14 contains 227727 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 26921 members 
Mstep: Class 17 contains 6008 members 
Mstep: Class 18 contains 19108 members 
Mstep: Class 19 contains 247652 members 
Mstep: Class 20 contains 8255 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 8711 members 
Mstep: Class 24 contains 82710 members 
Mstep: Class 25 contains 12627 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1025 members 
Mstep: Class 28 contains 9133 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161419040.000000 Penalty: 98363.328125
Iteration 280F: 29 clusters Score -1.61419e+08 nChanged 7211
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 4532 members 
Mstep: Class 3 contains 184169 members 
Mstep: Class 4 contains 10955 members 
Mstep: Class 5 contains 20775 members 
Mstep: Class 6 contains 81629 members 
Mstep: Class 7 contains 62266 members 
Mstep: Class 8 contains 24216 members 
Mstep: Class 9 contains 10742 members 
Mstep: Class 10 contains 268319 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 32863 members 
Mstep: Class 13 contains 29096 members 
Mstep: Class 14 contains 228398 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 27065 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 19110 members 
Mstep: Class 19 contains 248208 members 
Mstep: Class 20 contains 8257 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 8712 members 
Mstep: Class 24 contains 82636 members 
Mstep: Class 25 contains 12628 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161418256.000000 Penalty: 98363.328125
Iteration 281Q: 29 clusters Score -1.614183e+08 nChanged 6885
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 4861 members 
Mstep: Class 3 contains 184222 members 
Mstep: Class 4 contains 10957 members 
Mstep: Class 5 contains 20766 members 
Mstep: Class 6 contains 81897 members 
Mstep: Class 7 contains 62456 members 
Mstep: Class 8 contains 24221 members 
Mstep: Class 9 contains 10720 members 
Mstep: Class 10 contains 264870 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 34099 members 
Mstep: Class 13 contains 29152 members 
Mstep: Class 14 contains 229050 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 27198 members 
Mstep: Class 17 contains 5992 members 
Mstep: Class 18 contains 19111 members 
Mstep: Class 19 contains 248860 members 
Mstep: Class 20 contains 8261 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3835 members 
Mstep: Class 23 contains 8713 members 
Mstep: Class 24 contains 82593 members 
Mstep: Class 25 contains 12628 members 
Mstep: Class 26 contains 2292 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9059 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161417680.000000 Penalty: 98363.328125
Iteration 282Q: 29 clusters Score -1.614177e+08 nChanged 6985
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 5193 members 
Mstep: Class 3 contains 184215 members 
Mstep: Class 4 contains 10960 members 
Mstep: Class 5 contains 20762 members 
Mstep: Class 6 contains 82177 members 
Mstep: Class 7 contains 62679 members 
Mstep: Class 8 contains 24226 members 
Mstep: Class 9 contains 10700 members 
Mstep: Class 10 contains 261268 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 35433 members 
Mstep: Class 13 contains 29238 members 
Mstep: Class 14 contains 229724 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 27327 members 
Mstep: Class 17 contains 5994 members 
Mstep: Class 18 contains 19111 members 
Mstep: Class 19 contains 249543 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3837 members 
Mstep: Class 23 contains 8715 members 
Mstep: Class 24 contains 82503 members 
Mstep: Class 25 contains 12628 members 
Mstep: Class 26 contains 2289 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 9026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161418000.000000 Penalty: 98363.328125
Iteration 283Q: 29 clusters Score -1.61418e+08 nChanged 7241
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 5490 members 
Mstep: Class 3 contains 184169 members 
Mstep: Class 4 contains 10960 members 
Mstep: Class 5 contains 20760 members 
Mstep: Class 6 contains 82464 members 
Mstep: Class 7 contains 62913 members 
Mstep: Class 8 contains 24227 members 
Mstep: Class 9 contains 10689 members 
Mstep: Class 10 contains 257445 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 36980 members 
Mstep: Class 13 contains 29327 members 
Mstep: Class 14 contains 230441 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 27460 members 
Mstep: Class 17 contains 5994 members 
Mstep: Class 18 contains 19120 members 
Mstep: Class 19 contains 250233 members 
Mstep: Class 20 contains 8272 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3840 members 
Mstep: Class 23 contains 8718 members 
Mstep: Class 24 contains 82416 members 
Mstep: Class 25 contains 12628 members 
Mstep: Class 26 contains 2290 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 8988 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161417568.000000 Penalty: 98363.328125
Iteration 284Q: 29 clusters Score -1.614176e+08 nChanged 7592
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 5806 members 
Mstep: Class 3 contains 184069 members 
Mstep: Class 4 contains 10961 members 
Mstep: Class 5 contains 20758 members 
Mstep: Class 6 contains 82763 members 
Mstep: Class 7 contains 63138 members 
Mstep: Class 8 contains 24231 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 253432 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 38714 members 
Mstep: Class 13 contains 29415 members 
Mstep: Class 14 contains 231183 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 27572 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 19122 members 
Mstep: Class 19 contains 250986 members 
Mstep: Class 20 contains 8272 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3844 members 
Mstep: Class 23 contains 8719 members 
Mstep: Class 24 contains 82295 members 
Mstep: Class 25 contains 12631 members 
Mstep: Class 26 contains 2290 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 8953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161417360.000000 Penalty: 98363.328125
Iteration 285Q: 29 clusters Score -1.614174e+08 nChanged 7996
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26322 members 
Mstep: Class 2 contains 6118 members 
Mstep: Class 3 contains 184066 members 
Mstep: Class 4 contains 10960 members 
Mstep: Class 5 contains 20747 members 
Mstep: Class 6 contains 83010 members 
Mstep: Class 7 contains 63347 members 
Mstep: Class 8 contains 24233 members 
Mstep: Class 9 contains 10675 members 
Mstep: Class 10 contains 249141 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 40662 members 
Mstep: Class 13 contains 29523 members 
Mstep: Class 14 contains 231980 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 27716 members 
Mstep: Class 17 contains 5993 members 
Mstep: Class 18 contains 19123 members 
Mstep: Class 19 contains 251771 members 
Mstep: Class 20 contains 8275 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3843 members 
Mstep: Class 23 contains 8719 members 
Mstep: Class 24 contains 82105 members 
Mstep: Class 25 contains 12632 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1026 members 
Mstep: Class 28 contains 8909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161416944.000000 Penalty: 98363.328125
Iteration 286Q: 29 clusters Score -1.614169e+08 nChanged 8266
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 6399 members 
Mstep: Class 3 contains 184056 members 
Mstep: Class 4 contains 10958 members 
Mstep: Class 5 contains 20746 members 
Mstep: Class 6 contains 83254 members 
Mstep: Class 7 contains 63539 members 
Mstep: Class 8 contains 24237 members 
Mstep: Class 9 contains 10664 members 
Mstep: Class 10 contains 244738 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 42760 members 
Mstep: Class 13 contains 29591 members 
Mstep: Class 14 contains 232747 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 27824 members 
Mstep: Class 17 contains 5994 members 
Mstep: Class 18 contains 19133 members 
Mstep: Class 19 contains 252670 members 
Mstep: Class 20 contains 8277 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 8719 members 
Mstep: Class 24 contains 81927 members 
Mstep: Class 25 contains 12634 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 8853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161415776.000000 Penalty: 98363.328125
Iteration 287Q: 29 clusters Score -1.614158e+08 nChanged 8472
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 6656 members 
Mstep: Class 3 contains 184042 members 
Mstep: Class 4 contains 10961 members 
Mstep: Class 5 contains 20736 members 
Mstep: Class 6 contains 83503 members 
Mstep: Class 7 contains 63719 members 
Mstep: Class 8 contains 24242 members 
Mstep: Class 9 contains 10652 members 
Mstep: Class 10 contains 240229 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 44993 members 
Mstep: Class 13 contains 29646 members 
Mstep: Class 14 contains 233568 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 27917 members 
Mstep: Class 17 contains 5992 members 
Mstep: Class 18 contains 19139 members 
Mstep: Class 19 contains 253586 members 
Mstep: Class 20 contains 8278 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 8720 members 
Mstep: Class 24 contains 81731 members 
Mstep: Class 25 contains 12635 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 8785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161415280.000000 Penalty: 98363.328125
Iteration 288Q: 29 clusters Score -1.614153e+08 nChanged 8678
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26292 members 
Mstep: Class 2 contains 6904 members 
Mstep: Class 3 contains 183898 members 
Mstep: Class 4 contains 10964 members 
Mstep: Class 5 contains 20726 members 
Mstep: Class 6 contains 83730 members 
Mstep: Class 7 contains 63900 members 
Mstep: Class 8 contains 24240 members 
Mstep: Class 9 contains 10641 members 
Mstep: Class 10 contains 235666 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 47436 members 
Mstep: Class 13 contains 29729 members 
Mstep: Class 14 contains 234334 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 28024 members 
Mstep: Class 17 contains 5992 members 
Mstep: Class 18 contains 19140 members 
Mstep: Class 19 contains 254528 members 
Mstep: Class 20 contains 8280 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3842 members 
Mstep: Class 23 contains 8722 members 
Mstep: Class 24 contains 81536 members 
Mstep: Class 25 contains 12637 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1027 members 
Mstep: Class 28 contains 8708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161415008.000000 Penalty: 98363.328125
Iteration 289Q: 29 clusters Score -1.61415e+08 nChanged 8939
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26289 members 
Mstep: Class 2 contains 7139 members 
Mstep: Class 3 contains 183822 members 
Mstep: Class 4 contains 10964 members 
Mstep: Class 5 contains 20723 members 
Mstep: Class 6 contains 83953 members 
Mstep: Class 7 contains 64110 members 
Mstep: Class 8 contains 24242 members 
Mstep: Class 9 contains 10630 members 
Mstep: Class 10 contains 230875 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 50071 members 
Mstep: Class 13 contains 29802 members 
Mstep: Class 14 contains 235094 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 28126 members 
Mstep: Class 17 contains 5996 members 
Mstep: Class 18 contains 19140 members 
Mstep: Class 19 contains 255454 members 
Mstep: Class 20 contains 8280 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 8722 members 
Mstep: Class 24 contains 81323 members 
Mstep: Class 25 contains 12638 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1028 members 
Mstep: Class 28 contains 8633 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161415152.000000 Penalty: 98363.328125
Iteration 290Q: 29 clusters Score -1.614152e+08 nChanged 9068
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26284 members 
Mstep: Class 2 contains 7343 members 
Mstep: Class 3 contains 183721 members 
Mstep: Class 4 contains 10965 members 
Mstep: Class 5 contains 20731 members 
Mstep: Class 6 contains 84156 members 
Mstep: Class 7 contains 64295 members 
Mstep: Class 8 contains 24241 members 
Mstep: Class 9 contains 10624 members 
Mstep: Class 10 contains 226075 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 52964 members 
Mstep: Class 13 contains 29894 members 
Mstep: Class 14 contains 235795 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 28191 members 
Mstep: Class 17 contains 6000 members 
Mstep: Class 18 contains 19145 members 
Mstep: Class 19 contains 256315 members 
Mstep: Class 20 contains 8282 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3839 members 
Mstep: Class 23 contains 8727 members 
Mstep: Class 24 contains 81076 members 
Mstep: Class 25 contains 12638 members 
Mstep: Class 26 contains 2292 members 
Mstep: Class 27 contains 1029 members 
Mstep: Class 28 contains 8568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161415760.000000 Penalty: 98363.328125
Iteration 291Q: 29 clusters Score -1.614158e+08 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26282 members 
Mstep: Class 2 contains 7538 members 
Mstep: Class 3 contains 183473 members 
Mstep: Class 4 contains 10962 members 
Mstep: Class 5 contains 20749 members 
Mstep: Class 6 contains 84336 members 
Mstep: Class 7 contains 64441 members 
Mstep: Class 8 contains 24238 members 
Mstep: Class 9 contains 10621 members 
Mstep: Class 10 contains 221412 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 56095 members 
Mstep: Class 13 contains 29985 members 
Mstep: Class 14 contains 236424 members 
Mstep: Class 15 contains 2517 members 
Mstep: Class 16 contains 28252 members 
Mstep: Class 17 contains 6003 members 
Mstep: Class 18 contains 19150 members 
Mstep: Class 19 contains 257053 members 
Mstep: Class 20 contains 8283 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 8732 members 
Mstep: Class 24 contains 80874 members 
Mstep: Class 25 contains 12641 members 
Mstep: Class 26 contains 2292 members 
Mstep: Class 27 contains 1029 members 
Mstep: Class 28 contains 8484 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161416080.000000 Penalty: 98363.328125
Iteration 292Q: 29 clusters Score -1.614161e+08 nChanged 9315
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26279 members 
Mstep: Class 2 contains 7732 members 
Mstep: Class 3 contains 183116 members 
Mstep: Class 4 contains 10966 members 
Mstep: Class 5 contains 20746 members 
Mstep: Class 6 contains 84485 members 
Mstep: Class 7 contains 64541 members 
Mstep: Class 8 contains 24233 members 
Mstep: Class 9 contains 10620 members 
Mstep: Class 10 contains 216747 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 59479 members 
Mstep: Class 13 contains 30056 members 
Mstep: Class 14 contains 237044 members 
Mstep: Class 15 contains 2518 members 
Mstep: Class 16 contains 28308 members 
Mstep: Class 17 contains 5999 members 
Mstep: Class 18 contains 19146 members 
Mstep: Class 19 contains 257817 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 8734 members 
Mstep: Class 24 contains 80643 members 
Mstep: Class 25 contains 12643 members 
Mstep: Class 26 contains 2292 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 8409 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161416160.000000 Penalty: 98363.328125
Iteration 293Q: 29 clusters Score -1.614162e+08 nChanged 9458
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26280 members 
Mstep: Class 2 contains 7918 members 
Mstep: Class 3 contains 182676 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 20730 members 
Mstep: Class 6 contains 84605 members 
Mstep: Class 7 contains 64651 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 10616 members 
Mstep: Class 10 contains 212122 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 63130 members 
Mstep: Class 13 contains 30095 members 
Mstep: Class 14 contains 237635 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 28339 members 
Mstep: Class 17 contains 6006 members 
Mstep: Class 18 contains 19146 members 
Mstep: Class 19 contains 258462 members 
Mstep: Class 20 contains 8284 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3841 members 
Mstep: Class 23 contains 8734 members 
Mstep: Class 24 contains 80413 members 
Mstep: Class 25 contains 12643 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 8339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161416368.000000 Penalty: 98363.328125
Iteration 294Q: 29 clusters Score -1.614164e+08 nChanged 9634
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 8079 members 
Mstep: Class 3 contains 182170 members 
Mstep: Class 4 contains 10966 members 
Mstep: Class 5 contains 20729 members 
Mstep: Class 6 contains 84712 members 
Mstep: Class 7 contains 64747 members 
Mstep: Class 8 contains 24234 members 
Mstep: Class 9 contains 10613 members 
Mstep: Class 10 contains 207546 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 67182 members 
Mstep: Class 13 contains 30099 members 
Mstep: Class 14 contains 238157 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 28326 members 
Mstep: Class 17 contains 6010 members 
Mstep: Class 18 contains 19136 members 
Mstep: Class 19 contains 258956 members 
Mstep: Class 20 contains 8286 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3843 members 
Mstep: Class 23 contains 8735 members 
Mstep: Class 24 contains 80154 members 
Mstep: Class 25 contains 12643 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 8264 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161417728.000000 Penalty: 98363.328125
Iteration 295Q: 29 clusters Score -1.614177e+08 nChanged 9869
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26271 members 
Mstep: Class 2 contains 8187 members 
Mstep: Class 3 contains 181614 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 20729 members 
Mstep: Class 6 contains 84785 members 
Mstep: Class 7 contains 64826 members 
Mstep: Class 8 contains 24231 members 
Mstep: Class 9 contains 10617 members 
Mstep: Class 10 contains 203105 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 71537 members 
Mstep: Class 13 contains 30090 members 
Mstep: Class 14 contains 238602 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 28305 members 
Mstep: Class 17 contains 6011 members 
Mstep: Class 18 contains 19135 members 
Mstep: Class 19 contains 259301 members 
Mstep: Class 20 contains 8286 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3842 members 
Mstep: Class 23 contains 8735 members 
Mstep: Class 24 contains 79851 members 
Mstep: Class 25 contains 12644 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 8189 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161418528.000000 Penalty: 98363.328125
Iteration 296Q: 29 clusters Score -1.614185e+08 nChanged 9743
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26264 members 
Mstep: Class 2 contains 8280 members 
Mstep: Class 3 contains 181052 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 20720 members 
Mstep: Class 6 contains 84827 members 
Mstep: Class 7 contains 64857 members 
Mstep: Class 8 contains 24233 members 
Mstep: Class 9 contains 10617 members 
Mstep: Class 10 contains 198990 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 76038 members 
Mstep: Class 13 contains 30063 members 
Mstep: Class 14 contains 238880 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 28267 members 
Mstep: Class 17 contains 6010 members 
Mstep: Class 18 contains 19142 members 
Mstep: Class 19 contains 259493 members 
Mstep: Class 20 contains 8282 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3834 members 
Mstep: Class 23 contains 8737 members 
Mstep: Class 24 contains 79546 members 
Mstep: Class 25 contains 12644 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 8120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420208.000000 Penalty: 98363.328125
Iteration 297Q: 29 clusters Score -1.614202e+08 nChanged 9396
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26266 members 
Mstep: Class 2 contains 8350 members 
Mstep: Class 3 contains 180266 members 
Mstep: Class 4 contains 10963 members 
Mstep: Class 5 contains 20718 members 
Mstep: Class 6 contains 84859 members 
Mstep: Class 7 contains 64816 members 
Mstep: Class 8 contains 24233 members 
Mstep: Class 9 contains 10615 members 
Mstep: Class 10 contains 195414 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 80663 members 
Mstep: Class 13 contains 30003 members 
Mstep: Class 14 contains 238972 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 28220 members 
Mstep: Class 17 contains 6012 members 
Mstep: Class 18 contains 19156 members 
Mstep: Class 19 contains 259534 members 
Mstep: Class 20 contains 8283 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3829 members 
Mstep: Class 23 contains 8739 members 
Mstep: Class 24 contains 79253 members 
Mstep: Class 25 contains 12644 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 8056 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161420976.000000 Penalty: 98363.328125
Iteration 298Q: 29 clusters Score -1.61421e+08 nChanged 8820
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26257 members 
Mstep: Class 2 contains 8429 members 
Mstep: Class 3 contains 179405 members 
Mstep: Class 4 contains 10962 members 
Mstep: Class 5 contains 20712 members 
Mstep: Class 6 contains 84809 members 
Mstep: Class 7 contains 64746 members 
Mstep: Class 8 contains 24234 members 
Mstep: Class 9 contains 10616 members 
Mstep: Class 10 contains 192443 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 85168 members 
Mstep: Class 13 contains 29939 members 
Mstep: Class 14 contains 238969 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 28148 members 
Mstep: Class 17 contains 6015 members 
Mstep: Class 18 contains 19166 members 
Mstep: Class 19 contains 259361 members 
Mstep: Class 20 contains 8280 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3823 members 
Mstep: Class 23 contains 8740 members 
Mstep: Class 24 contains 79005 members 
Mstep: Class 25 contains 12645 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7989 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161422128.000000 Penalty: 98363.328125
Iteration 299Q: 29 clusters Score -1.614221e+08 nChanged 8106
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26252 members 
Mstep: Class 2 contains 8482 members 
Mstep: Class 3 contains 178558 members 
Mstep: Class 4 contains 10963 members 
Mstep: Class 5 contains 20686 members 
Mstep: Class 6 contains 84705 members 
Mstep: Class 7 contains 64632 members 
Mstep: Class 8 contains 24229 members 
Mstep: Class 9 contains 10615 members 
Mstep: Class 10 contains 190103 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 89556 members 
Mstep: Class 13 contains 29833 members 
Mstep: Class 14 contains 238768 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 28065 members 
Mstep: Class 17 contains 6018 members 
Mstep: Class 18 contains 19171 members 
Mstep: Class 19 contains 259068 members 
Mstep: Class 20 contains 8282 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3815 members 
Mstep: Class 23 contains 8741 members 
Mstep: Class 24 contains 78741 members 
Mstep: Class 25 contains 12649 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 7926 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161424352.000000 Penalty: 98363.328125
Iteration 300F: 29 clusters Score -1.614244e+08 nChanged 9623
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 8606 members 
Mstep: Class 3 contains 177437 members 
Mstep: Class 4 contains 10964 members 
Mstep: Class 5 contains 20664 members 
Mstep: Class 6 contains 84555 members 
Mstep: Class 7 contains 64488 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 10615 members 
Mstep: Class 10 contains 186578 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 95803 members 
Mstep: Class 13 contains 29690 members 
Mstep: Class 14 contains 238346 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 27956 members 
Mstep: Class 17 contains 6020 members 
Mstep: Class 18 contains 19176 members 
Mstep: Class 19 contains 258664 members 
Mstep: Class 20 contains 8281 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3815 members 
Mstep: Class 23 contains 8741 members 
Mstep: Class 24 contains 78462 members 
Mstep: Class 25 contains 12651 members 
Mstep: Class 26 contains 2301 members 
Mstep: Class 27 contains 1031 members 
Mstep: Class 28 contains 7867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161425776.000000 Penalty: 98363.328125
Iteration 301Q: 29 clusters Score -1.614258e+08 nChanged 10706
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 8758 members 
Mstep: Class 3 contains 176270 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 20641 members 
Mstep: Class 6 contains 84361 members 
Mstep: Class 7 contains 64262 members 
Mstep: Class 8 contains 24228 members 
Mstep: Class 9 contains 10615 members 
Mstep: Class 10 contains 183058 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 102473 members 
Mstep: Class 13 contains 29477 members 
Mstep: Class 14 contains 237710 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 27816 members 
Mstep: Class 17 contains 6024 members 
Mstep: Class 18 contains 19181 members 
Mstep: Class 19 contains 258248 members 
Mstep: Class 20 contains 8280 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3816 members 
Mstep: Class 23 contains 8744 members 
Mstep: Class 24 contains 78218 members 
Mstep: Class 25 contains 12653 members 
Mstep: Class 26 contains 2300 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161428944.000000 Penalty: 98363.328125
Iteration 302Q: 29 clusters Score -1.614289e+08 nChanged 11005
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 8885 members 
Mstep: Class 3 contains 175182 members 
Mstep: Class 4 contains 10970 members 
Mstep: Class 5 contains 20626 members 
Mstep: Class 6 contains 84101 members 
Mstep: Class 7 contains 63984 members 
Mstep: Class 8 contains 24229 members 
Mstep: Class 9 contains 10612 members 
Mstep: Class 10 contains 179780 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 109431 members 
Mstep: Class 13 contains 29267 members 
Mstep: Class 14 contains 236836 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 27632 members 
Mstep: Class 17 contains 6029 members 
Mstep: Class 18 contains 19179 members 
Mstep: Class 19 contains 257667 members 
Mstep: Class 20 contains 8279 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3816 members 
Mstep: Class 23 contains 8745 members 
Mstep: Class 24 contains 77947 members 
Mstep: Class 25 contains 12654 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431264.000000 Penalty: 98363.328125
Iteration 303Q: 29 clusters Score -1.614313e+08 nChanged 11246
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 9006 members 
Mstep: Class 3 contains 174083 members 
Mstep: Class 4 contains 10972 members 
Mstep: Class 5 contains 20606 members 
Mstep: Class 6 contains 83727 members 
Mstep: Class 7 contains 63618 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 10604 members 
Mstep: Class 10 contains 176670 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 116730 members 
Mstep: Class 13 contains 29009 members 
Mstep: Class 14 contains 235740 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 27468 members 
Mstep: Class 17 contains 6033 members 
Mstep: Class 18 contains 19186 members 
Mstep: Class 19 contains 257008 members 
Mstep: Class 20 contains 8277 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3817 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 77706 members 
Mstep: Class 25 contains 12654 members 
Mstep: Class 26 contains 2305 members 
Mstep: Class 27 contains 1029 members 
Mstep: Class 28 contains 7707 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161434416.000000 Penalty: 98363.328125
Iteration 304Q: 29 clusters Score -1.614344e+08 nChanged 11525
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26254 members 
Mstep: Class 2 contains 9142 members 
Mstep: Class 3 contains 173043 members 
Mstep: Class 4 contains 10976 members 
Mstep: Class 5 contains 20583 members 
Mstep: Class 6 contains 83304 members 
Mstep: Class 7 contains 63192 members 
Mstep: Class 8 contains 24234 members 
Mstep: Class 9 contains 10596 members 
Mstep: Class 10 contains 173690 members 
Mstep: Class 11 contains 2332 members 
Mstep: Class 12 contains 124233 members 
Mstep: Class 13 contains 28742 members 
Mstep: Class 14 contains 234511 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 27279 members 
Mstep: Class 17 contains 6042 members 
Mstep: Class 18 contains 19199 members 
Mstep: Class 19 contains 256179 members 
Mstep: Class 20 contains 8274 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3815 members 
Mstep: Class 23 contains 8747 members 
Mstep: Class 24 contains 77503 members 
Mstep: Class 25 contains 12654 members 
Mstep: Class 26 contains 2306 members 
Mstep: Class 27 contains 1030 members 
Mstep: Class 28 contains 7660 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436304.000000 Penalty: 98363.328125
Iteration 305Q: 29 clusters Score -1.614363e+08 nChanged 11654
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 9270 members 
Mstep: Class 3 contains 172057 members 
Mstep: Class 4 contains 10979 members 
Mstep: Class 5 contains 20565 members 
Mstep: Class 6 contains 82812 members 
Mstep: Class 7 contains 62720 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 10595 members 
Mstep: Class 10 contains 171026 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 131865 members 
Mstep: Class 13 contains 28489 members 
Mstep: Class 14 contains 232973 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 27065 members 
Mstep: Class 17 contains 6039 members 
Mstep: Class 18 contains 19213 members 
Mstep: Class 19 contains 255191 members 
Mstep: Class 20 contains 8271 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3806 members 
Mstep: Class 23 contains 8750 members 
Mstep: Class 24 contains 77422 members 
Mstep: Class 25 contains 12655 members 
Mstep: Class 26 contains 2305 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 7609 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161439312.000000 Penalty: 98363.328125
Iteration 306Q: 29 clusters Score -1.614393e+08 nChanged 11722
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 9390 members 
Mstep: Class 3 contains 171076 members 
Mstep: Class 4 contains 10974 members 
Mstep: Class 5 contains 20555 members 
Mstep: Class 6 contains 82291 members 
Mstep: Class 7 contains 62211 members 
Mstep: Class 8 contains 24239 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 168517 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 139582 members 
Mstep: Class 13 contains 28274 members 
Mstep: Class 14 contains 231173 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 26831 members 
Mstep: Class 17 contains 6039 members 
Mstep: Class 18 contains 19222 members 
Mstep: Class 19 contains 254145 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3800 members 
Mstep: Class 23 contains 8749 members 
Mstep: Class 24 contains 77469 members 
Mstep: Class 25 contains 12655 members 
Mstep: Class 26 contains 2304 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 7558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161441360.000000 Penalty: 98363.328125
Iteration 307Q: 29 clusters Score -1.614414e+08 nChanged 11925
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 9515 members 
Mstep: Class 3 contains 170091 members 
Mstep: Class 4 contains 10971 members 
Mstep: Class 5 contains 20545 members 
Mstep: Class 6 contains 81719 members 
Mstep: Class 7 contains 61667 members 
Mstep: Class 8 contains 24235 members 
Mstep: Class 9 contains 10589 members 
Mstep: Class 10 contains 166027 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 147414 members 
Mstep: Class 13 contains 28083 members 
Mstep: Class 14 contains 229209 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 26604 members 
Mstep: Class 17 contains 6040 members 
Mstep: Class 18 contains 19216 members 
Mstep: Class 19 contains 253058 members 
Mstep: Class 20 contains 8267 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3791 members 
Mstep: Class 23 contains 8749 members 
Mstep: Class 24 contains 77664 members 
Mstep: Class 25 contains 12657 members 
Mstep: Class 26 contains 2305 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 7494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161443440.000000 Penalty: 98363.328125
Iteration 308Q: 29 clusters Score -1.614434e+08 nChanged 12129
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 9637 members 
Mstep: Class 3 contains 169254 members 
Mstep: Class 4 contains 10972 members 
Mstep: Class 5 contains 20537 members 
Mstep: Class 6 contains 81137 members 
Mstep: Class 7 contains 61130 members 
Mstep: Class 8 contains 24233 members 
Mstep: Class 9 contains 10594 members 
Mstep: Class 10 contains 163634 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 155356 members 
Mstep: Class 13 contains 27838 members 
Mstep: Class 14 contains 227009 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 26374 members 
Mstep: Class 17 contains 6040 members 
Mstep: Class 18 contains 19208 members 
Mstep: Class 19 contains 251813 members 
Mstep: Class 20 contains 8267 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3788 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 77964 members 
Mstep: Class 25 contains 12657 members 
Mstep: Class 26 contains 2306 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 7420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161445424.000000 Penalty: 98363.328125
Iteration 309Q: 29 clusters Score -1.614454e+08 nChanged 12128
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 9750 members 
Mstep: Class 3 contains 168175 members 
Mstep: Class 4 contains 10976 members 
Mstep: Class 5 contains 20519 members 
Mstep: Class 6 contains 80578 members 
Mstep: Class 7 contains 60557 members 
Mstep: Class 8 contains 24238 members 
Mstep: Class 9 contains 10590 members 
Mstep: Class 10 contains 161869 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 163557 members 
Mstep: Class 13 contains 27555 members 
Mstep: Class 14 contains 224478 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 26109 members 
Mstep: Class 17 contains 6041 members 
Mstep: Class 18 contains 19203 members 
Mstep: Class 19 contains 250260 members 
Mstep: Class 20 contains 8271 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3784 members 
Mstep: Class 23 contains 8750 members 
Mstep: Class 24 contains 78355 members 
Mstep: Class 25 contains 12657 members 
Mstep: Class 26 contains 2306 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 7347 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448800.000000 Penalty: 98363.328125
Iteration 310Q: 29 clusters Score -1.614488e+08 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 9869 members 
Mstep: Class 3 contains 167006 members 
Mstep: Class 4 contains 10977 members 
Mstep: Class 5 contains 20519 members 
Mstep: Class 6 contains 79975 members 
Mstep: Class 7 contains 59957 members 
Mstep: Class 8 contains 24239 members 
Mstep: Class 9 contains 10588 members 
Mstep: Class 10 contains 160647 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 171846 members 
Mstep: Class 13 contains 27273 members 
Mstep: Class 14 contains 221620 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 25855 members 
Mstep: Class 17 contains 6042 members 
Mstep: Class 18 contains 19199 members 
Mstep: Class 19 contains 248461 members 
Mstep: Class 20 contains 8271 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3781 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 78821 members 
Mstep: Class 25 contains 12657 members 
Mstep: Class 26 contains 2306 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 7267 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451872.000000 Penalty: 98363.328125
Iteration 311Q: 29 clusters Score -1.614519e+08 nChanged 12943
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26219 members 
Mstep: Class 2 contains 9975 members 
Mstep: Class 3 contains 165785 members 
Mstep: Class 4 contains 10975 members 
Mstep: Class 5 contains 20531 members 
Mstep: Class 6 contains 79340 members 
Mstep: Class 7 contains 59265 members 
Mstep: Class 8 contains 24234 members 
Mstep: Class 9 contains 10583 members 
Mstep: Class 10 contains 159971 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 180334 members 
Mstep: Class 13 contains 26981 members 
Mstep: Class 14 contains 218480 members 
Mstep: Class 15 contains 2520 members 
Mstep: Class 16 contains 25541 members 
Mstep: Class 17 contains 6054 members 
Mstep: Class 18 contains 19198 members 
Mstep: Class 19 contains 246452 members 
Mstep: Class 20 contains 8274 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3779 members 
Mstep: Class 23 contains 8750 members 
Mstep: Class 24 contains 79285 members 
Mstep: Class 25 contains 12659 members 
Mstep: Class 26 contains 2305 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 7183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161454288.000000 Penalty: 98363.328125
Iteration 312Q: 29 clusters Score -1.614543e+08 nChanged 13890
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 10086 members 
Mstep: Class 3 contains 164307 members 
Mstep: Class 4 contains 10974 members 
Mstep: Class 5 contains 20526 members 
Mstep: Class 6 contains 78708 members 
Mstep: Class 7 contains 58559 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 10577 members 
Mstep: Class 10 contains 159883 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 189090 members 
Mstep: Class 13 contains 26670 members 
Mstep: Class 14 contains 215049 members 
Mstep: Class 15 contains 2521 members 
Mstep: Class 16 contains 25212 members 
Mstep: Class 17 contains 6061 members 
Mstep: Class 18 contains 19192 members 
Mstep: Class 19 contains 244163 members 
Mstep: Class 20 contains 8273 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3779 members 
Mstep: Class 23 contains 8750 members 
Mstep: Class 24 contains 79765 members 
Mstep: Class 25 contains 12659 members 
Mstep: Class 26 contains 2302 members 
Mstep: Class 27 contains 1032 members 
Mstep: Class 28 contains 7114 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456800.000000 Penalty: 98363.328125
Iteration 313Q: 29 clusters Score -1.614568e+08 nChanged 14350
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 10196 members 
Mstep: Class 3 contains 162705 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 20508 members 
Mstep: Class 6 contains 78038 members 
Mstep: Class 7 contains 57870 members 
Mstep: Class 8 contains 24231 members 
Mstep: Class 9 contains 10568 members 
Mstep: Class 10 contains 160208 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 197836 members 
Mstep: Class 13 contains 26386 members 
Mstep: Class 14 contains 211513 members 
Mstep: Class 15 contains 2522 members 
Mstep: Class 16 contains 24836 members 
Mstep: Class 17 contains 6072 members 
Mstep: Class 18 contains 19189 members 
Mstep: Class 19 contains 241835 members 
Mstep: Class 20 contains 8274 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3770 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 80152 members 
Mstep: Class 25 contains 12660 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 7062 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161458400.000000 Penalty: 98363.328125
Iteration 314Q: 29 clusters Score -1.614584e+08 nChanged 14755
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 10297 members 
Mstep: Class 3 contains 160937 members 
Mstep: Class 4 contains 10960 members 
Mstep: Class 5 contains 20488 members 
Mstep: Class 6 contains 77400 members 
Mstep: Class 7 contains 57167 members 
Mstep: Class 8 contains 24236 members 
Mstep: Class 9 contains 10545 members 
Mstep: Class 10 contains 161055 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 206098 members 
Mstep: Class 13 contains 26110 members 
Mstep: Class 14 contains 208182 members 
Mstep: Class 15 contains 2524 members 
Mstep: Class 16 contains 24426 members 
Mstep: Class 17 contains 6088 members 
Mstep: Class 18 contains 19189 members 
Mstep: Class 19 contains 239462 members 
Mstep: Class 20 contains 8272 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3771 members 
Mstep: Class 23 contains 8756 members 
Mstep: Class 24 contains 80517 members 
Mstep: Class 25 contains 12658 members 
Mstep: Class 26 contains 2296 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 7012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161457616.000000 Penalty: 98363.328125
Iteration 315Q: 29 clusters Score -1.614576e+08 nChanged 15207
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 10408 members 
Mstep: Class 3 contains 158985 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20497 members 
Mstep: Class 6 contains 76721 members 
Mstep: Class 7 contains 56500 members 
Mstep: Class 8 contains 24229 members 
Mstep: Class 9 contains 10526 members 
Mstep: Class 10 contains 162170 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 213765 members 
Mstep: Class 13 contains 25844 members 
Mstep: Class 14 contains 205052 members 
Mstep: Class 15 contains 2525 members 
Mstep: Class 16 contains 24034 members 
Mstep: Class 17 contains 6093 members 
Mstep: Class 18 contains 19198 members 
Mstep: Class 19 contains 237355 members 
Mstep: Class 20 contains 8269 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3766 members 
Mstep: Class 23 contains 8755 members 
Mstep: Class 24 contains 80871 members 
Mstep: Class 25 contains 12659 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 6976 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161457600.000000 Penalty: 98363.328125
Iteration 316Q: 29 clusters Score -1.614576e+08 nChanged 15436
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26224 members 
Mstep: Class 2 contains 10476 members 
Mstep: Class 3 contains 156690 members 
Mstep: Class 4 contains 10944 members 
Mstep: Class 5 contains 20473 members 
Mstep: Class 6 contains 76112 members 
Mstep: Class 7 contains 55894 members 
Mstep: Class 8 contains 24224 members 
Mstep: Class 9 contains 10511 members 
Mstep: Class 10 contains 163535 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 220763 members 
Mstep: Class 13 contains 25583 members 
Mstep: Class 14 contains 202160 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 23692 members 
Mstep: Class 17 contains 6099 members 
Mstep: Class 18 contains 19205 members 
Mstep: Class 19 contains 235698 members 
Mstep: Class 20 contains 8268 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3766 members 
Mstep: Class 23 contains 8758 members 
Mstep: Class 24 contains 81163 members 
Mstep: Class 25 contains 12660 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6946 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161456528.000000 Penalty: 98363.328125
Iteration 317Q: 29 clusters Score -1.614565e+08 nChanged 15626
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 10530 members 
Mstep: Class 3 contains 154060 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 20455 members 
Mstep: Class 6 contains 75532 members 
Mstep: Class 7 contains 55331 members 
Mstep: Class 8 contains 24218 members 
Mstep: Class 9 contains 10494 members 
Mstep: Class 10 contains 165032 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 226966 members 
Mstep: Class 13 contains 25322 members 
Mstep: Class 14 contains 199703 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 23391 members 
Mstep: Class 17 contains 6100 members 
Mstep: Class 18 contains 19210 members 
Mstep: Class 19 contains 234528 members 
Mstep: Class 20 contains 8264 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3758 members 
Mstep: Class 23 contains 8760 members 
Mstep: Class 24 contains 81421 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2299 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 6924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161455488.000000 Penalty: 98363.328125
Iteration 318Q: 29 clusters Score -1.614555e+08 nChanged 15754
Entering ConstructFrom: 
Score: -161455488.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (26237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Entering Unmasked Estep 
Score: -2945432.250000 Penalty: 2523.381592
	Iteration 0F: 2 clusters Score -2945432 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13183 members 
Mstep: Class 2 contains 13054 members 
Entering Unmasked Estep 
Score: -2927293.500000 Penalty: 5046.763184
	Iteration 0F: 3 clusters Score -2927294 nChanged 11774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 12402 members 
Entering Unmasked Estep 
Score: -2933774.250000 Penalty: 5046.763184
	Iteration 1F: 3 clusters Score -2933774 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -2934314.000000 Penalty: 5046.763184
	Iteration 2F: 3 clusters Score -2934314 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -2934796.750000 Penalty: 5046.763184
	Iteration 3Q: 3 clusters Score -2934797 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 10606 members 
Entering Unmasked Estep 
Score: -2935307.250000 Penalty: 5046.763184
	Iteration 4Q: 3 clusters Score -2935307 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -2935933.750000 Penalty: 5046.763184
	Iteration 5Q: 3 clusters Score -2935934 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 8427 members 
Entering Unmasked Estep 
Score: -2936828.000000 Penalty: 5046.763184
	Iteration 6F: 3 clusters Score -2936828 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -2938029.500000 Penalty: 5046.763184
	Iteration 7F: 3 clusters Score -2938030 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -2939455.000000 Penalty: 5046.763184
	Iteration 8F: 3 clusters Score -2939455 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22479 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -2940773.250000 Penalty: 5046.763184
	Iteration 9F: 3 clusters Score -2940773 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -2941888.250000 Penalty: 5046.763184
	Iteration 10Q: 3 clusters Score -2941888 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24531 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -2942596.500000 Penalty: 5046.763184
	Iteration 11Q: 3 clusters Score -2942596 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -2942981.500000 Penalty: 5046.763184
	Iteration 12Q: 3 clusters Score -2942982 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -2943193.750000 Penalty: 5046.763184
	Iteration 13Q: 3 clusters Score -2943194 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -2943308.750000 Penalty: 5046.763184
	Iteration 14Q: 3 clusters Score -2943309 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25495 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -2943379.000000 Penalty: 5046.763184
	Iteration 15Q: 3 clusters Score -2943379 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25550 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -2943413.750000 Penalty: 5046.763184
	Iteration 16Q: 3 clusters Score -2943414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25578 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -2943434.500000 Penalty: 5046.763184
	Iteration 17Q: 3 clusters Score -2943434 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -2943452.750000 Penalty: 5046.763184
	Iteration 18Q: 3 clusters Score -2943453 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25615 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -2943461.250000 Penalty: 5046.763184
	Iteration 19Q: 3 clusters Score -2943461 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -2943467.250000 Penalty: 5046.763184
	Iteration 20F: 3 clusters Score -2943467 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25636 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -2943478.000000 Penalty: 5046.763184
	Iteration 21Q: 3 clusters Score -2943478 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -2943483.750000 Penalty: 5046.763184
	Iteration 22Q: 3 clusters Score -2943484 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -2943487.500000 Penalty: 5046.763184
	Iteration 23Q: 3 clusters Score -2943488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25653 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -2943490.250000 Penalty: 5046.763184
	Iteration 24Q: 3 clusters Score -2943490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25656 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -2943492.750000 Penalty: 5046.763184
	Iteration 25Q: 3 clusters Score -2943493 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2943493.500000 Penalty: 5046.763184
	Iteration 26Q: 3 clusters Score -2943494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2943492.750000 Penalty: 5046.763184
	Iteration 27Q: 3 clusters Score -2943493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -2943493.750000 Penalty: 5046.763184
	Iteration 28Q: 3 clusters Score -2943494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -2943493.750000 Penalty: 5046.763184
	Iteration 29Q: 3 clusters Score -2943494 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2943495.250000 Penalty: 5046.763184
	Iteration 30Q: 3 clusters Score -2943495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -2943495.250000 Penalty: 5046.763184
	Iteration 31F: 3 clusters Score -2943495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10556 members 
Entering Unmasked Estep 
Score: -1274581.875000 Penalty: 2297.583496
	Iteration 0F: 2 clusters Score -1274582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5262 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -1266519.625000 Penalty: 4595.166992
	Iteration 0F: 3 clusters Score -1266520 nChanged 4387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5279 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1268863.750000 Penalty: 4595.166992
	Iteration 1F: 3 clusters Score -1268864 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 5270 members 
Entering Unmasked Estep 
Score: -1269173.500000 Penalty: 4595.166992
	Iteration 2F: 3 clusters Score -1269174 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 5248 members 
Entering Unmasked Estep 
Score: -1269379.875000 Penalty: 4595.166992
	Iteration 3F: 3 clusters Score -1269380 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 5222 members 
Entering Unmasked Estep 
Score: -1269538.625000 Penalty: 4595.166992
	Iteration 4Q: 3 clusters Score -1269539 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 5231 members 
Entering Unmasked Estep 
Score: -1269691.500000 Penalty: 4595.166992
	Iteration 5Q: 3 clusters Score -1269692 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1269834.000000 Penalty: 4595.166992
	Iteration 6Q: 3 clusters Score -1269834 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5374 members 
Mstep: Class 2 contains 5182 members 
Entering Unmasked Estep 
Score: -1269970.750000 Penalty: 4595.166992
	Iteration 7Q: 3 clusters Score -1269971 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5425 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -1270094.625000 Penalty: 4595.166992
	Iteration 8Q: 3 clusters Score -1270095 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -1270226.625000 Penalty: 4595.166992
	Iteration 9Q: 3 clusters Score -1270227 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 5037 members 
Entering Unmasked Estep 
Score: -1270352.875000 Penalty: 4595.166992
	Iteration 10Q: 3 clusters Score -1270353 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -1270493.000000 Penalty: 4595.166992
	Iteration 11Q: 3 clusters Score -1270493 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -1270643.500000 Penalty: 4595.166992
	Iteration 12Q: 3 clusters Score -1270644 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5624 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -1270808.250000 Penalty: 4595.166992
	Iteration 13Q: 3 clusters Score -1270808 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 4903 members 
Entering Unmasked Estep 
Score: -1270966.000000 Penalty: 4595.166992
	Iteration 14Q: 3 clusters Score -1270966 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 4872 members 
Entering Unmasked Estep 
Score: -1271129.375000 Penalty: 4595.166992
	Iteration 15Q: 3 clusters Score -1271129 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 4823 members 
Entering Unmasked Estep 
Score: -1271299.875000 Penalty: 4595.166992
	Iteration 16Q: 3 clusters Score -1271300 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -1271438.125000 Penalty: 4595.166992
	Iteration 17Q: 3 clusters Score -1271438 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -1271557.625000 Penalty: 4595.166992
	Iteration 18Q: 3 clusters Score -1271558 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -1271657.750000 Penalty: 4595.166992
	Iteration 19Q: 3 clusters Score -1271658 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -1271733.125000 Penalty: 4595.166992
	Iteration 20F: 3 clusters Score -1271733 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -1271791.875000 Penalty: 4595.166992
	Iteration 21Q: 3 clusters Score -1271792 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6166 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1271848.375000 Penalty: 4595.166992
	Iteration 22Q: 3 clusters Score -1271848 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1271896.500000 Penalty: 4595.166992
	Iteration 23Q: 3 clusters Score -1271896 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6316 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1271944.250000 Penalty: 4595.166992
	Iteration 24Q: 3 clusters Score -1271944 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6396 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -1271991.875000 Penalty: 4595.166992
	Iteration 25Q: 3 clusters Score -1271992 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -1272029.750000 Penalty: 4595.166992
	Iteration 26Q: 3 clusters Score -1272030 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -1272062.500000 Penalty: 4595.166992
	Iteration 27Q: 3 clusters Score -1272062 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6588 members 
Mstep: Class 2 contains 3968 members 
Entering Unmasked Estep 
Score: -1272086.750000 Penalty: 4595.166992
	Iteration 28Q: 3 clusters Score -1272087 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6656 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1272115.250000 Penalty: 4595.166992
	Iteration 29Q: 3 clusters Score -1272115 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -1272134.625000 Penalty: 4595.166992
	Iteration 30Q: 3 clusters Score -1272135 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1272158.375000 Penalty: 4595.166992
	Iteration 31Q: 3 clusters Score -1272158 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -1272177.625000 Penalty: 4595.166992
	Iteration 32Q: 3 clusters Score -1272178 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1272192.500000 Penalty: 4595.166992
	Iteration 33Q: 3 clusters Score -1272192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1272207.875000 Penalty: 4595.166992
	Iteration 34Q: 3 clusters Score -1272208 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 3596 members 
Entering Unmasked Estep 
Score: -1272226.750000 Penalty: 4595.166992
	Iteration 35Q: 3 clusters Score -1272227 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -1272244.000000 Penalty: 4595.166992
	Iteration 36Q: 3 clusters Score -1272244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7070 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -1272264.000000 Penalty: 4595.166992
	Iteration 37Q: 3 clusters Score -1272264 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1272287.125000 Penalty: 4595.166992
	Iteration 38Q: 3 clusters Score -1272287 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1272299.750000 Penalty: 4595.166992
	Iteration 39Q: 3 clusters Score -1272300 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -1272310.875000 Penalty: 4595.166992
	Iteration 40F: 3 clusters Score -1272311 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1272322.500000 Penalty: 4595.166992
	Iteration 41Q: 3 clusters Score -1272322 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 3290 members 
Entering Unmasked Estep 
Score: -1272332.625000 Penalty: 4595.166992
	Iteration 42Q: 3 clusters Score -1272333 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7298 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1272346.875000 Penalty: 4595.166992
	Iteration 43Q: 3 clusters Score -1272347 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1272357.125000 Penalty: 4595.166992
	Iteration 44Q: 3 clusters Score -1272357 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -1272373.000000 Penalty: 4595.166992
	Iteration 45Q: 3 clusters Score -1272373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -1272382.750000 Penalty: 4595.166992
	Iteration 46Q: 3 clusters Score -1272383 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7442 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1272392.750000 Penalty: 4595.166992
	Iteration 47Q: 3 clusters Score -1272393 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -1272403.250000 Penalty: 4595.166992
	Iteration 48Q: 3 clusters Score -1272403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -1272409.750000 Penalty: 4595.166992
	Iteration 49Q: 3 clusters Score -1272410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -1272415.000000 Penalty: 4595.166992
	Iteration 50Q: 3 clusters Score -1272415 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7552 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1272420.875000 Penalty: 4595.166992
	Iteration 51Q: 3 clusters Score -1272421 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7580 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1272434.000000 Penalty: 4595.166992
	Iteration 52Q: 3 clusters Score -1272434 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -1272443.125000 Penalty: 4595.166992
	Iteration 53Q: 3 clusters Score -1272443 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -1272447.125000 Penalty: 4595.166992
	Iteration 54Q: 3 clusters Score -1272447 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7666 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -1272458.250000 Penalty: 4595.166992
	Iteration 55Q: 3 clusters Score -1272458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7700 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -1272467.250000 Penalty: 4595.166992
	Iteration 56Q: 3 clusters Score -1272467 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7732 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -1272476.000000 Penalty: 4595.166992
	Iteration 57Q: 3 clusters Score -1272476 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7768 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1272488.500000 Penalty: 4595.166992
	Iteration 58Q: 3 clusters Score -1272488 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 2762 members 
Entering Unmasked Estep 
Score: -1272494.750000 Penalty: 4595.166992
	Iteration 59Q: 3 clusters Score -1272495 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7825 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -1272504.750000 Penalty: 4595.166992
	Iteration 60F: 3 clusters Score -1272505 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7855 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -1272514.000000 Penalty: 4595.166992
	Iteration 61Q: 3 clusters Score -1272514 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7880 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -1272525.625000 Penalty: 4595.166992
	Iteration 62Q: 3 clusters Score -1272526 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1272527.125000 Penalty: 4595.166992
	Iteration 63Q: 3 clusters Score -1272527 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7925 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -1272528.625000 Penalty: 4595.166992
	Iteration 64Q: 3 clusters Score -1272529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7939 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -1272533.625000 Penalty: 4595.166992
	Iteration 65Q: 3 clusters Score -1272534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1272541.875000 Penalty: 4595.166992
	Iteration 66Q: 3 clusters Score -1272542 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1272541.250000 Penalty: 4595.166992
	Iteration 67Q: 3 clusters Score -1272541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -1272543.375000 Penalty: 4595.166992
	Iteration 68Q: 3 clusters Score -1272543 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7989 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -1272544.250000 Penalty: 4595.166992
	Iteration 69Q: 3 clusters Score -1272544 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -1272545.375000 Penalty: 4595.166992
	Iteration 70Q: 3 clusters Score -1272545 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -1272553.875000 Penalty: 4595.166992
	Iteration 71Q: 3 clusters Score -1272554 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8018 members 
Mstep: Class 2 contains 2538 members 
Entering Unmasked Estep 
Score: -1272558.125000 Penalty: 4595.166992
	Iteration 72Q: 3 clusters Score -1272558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1272556.625000 Penalty: 4595.166992
	Iteration 73Q: 3 clusters Score -1272557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1272560.375000 Penalty: 4595.166992
	Iteration 74Q: 3 clusters Score -1272560 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1272566.125000 Penalty: 4595.166992
	Iteration 75Q: 3 clusters Score -1272566 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1272570.125000 Penalty: 4595.166992
	Iteration 76Q: 3 clusters Score -1272570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -1272574.250000 Penalty: 4595.166992
	Iteration 77Q: 3 clusters Score -1272574 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -1272576.750000 Penalty: 4595.166992
	Iteration 78Q: 3 clusters Score -1272577 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -1272580.125000 Penalty: 4595.166992
	Iteration 79Q: 3 clusters Score -1272580 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8132 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -1272585.125000 Penalty: 4595.166992
	Iteration 80F: 3 clusters Score -1272585 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1272583.875000 Penalty: 4595.166992
	Iteration 81Q: 3 clusters Score -1272584 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -1272587.125000 Penalty: 4595.166992
	Iteration 82Q: 3 clusters Score -1272587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8149 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -1272590.125000 Penalty: 4595.166992
	Iteration 83Q: 3 clusters Score -1272590 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 2399 members 
Entering Unmasked Estep 
Score: -1272591.250000 Penalty: 4595.166992
	Iteration 84Q: 3 clusters Score -1272591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8165 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1272592.875000 Penalty: 4595.166992
	Iteration 85Q: 3 clusters Score -1272593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -1272593.250000 Penalty: 4595.166992
	Iteration 86Q: 3 clusters Score -1272593 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -1272597.375000 Penalty: 4595.166992
	Iteration 87Q: 3 clusters Score -1272597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8186 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -1272599.000000 Penalty: 4595.166992
	Iteration 88Q: 3 clusters Score -1272599 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1272597.375000 Penalty: 4595.166992
	Iteration 89Q: 3 clusters Score -1272597 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -1272598.125000 Penalty: 4595.166992
	Iteration 90Q: 3 clusters Score -1272598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8204 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -1272601.625000 Penalty: 4595.166992
	Iteration 91Q: 3 clusters Score -1272602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8212 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1272600.125000 Penalty: 4595.166992
	Iteration 92Q: 3 clusters Score -1272600 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -1272601.375000 Penalty: 4595.166992
	Iteration 93Q: 3 clusters Score -1272601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1272604.000000 Penalty: 4595.166992
	Iteration 94Q: 3 clusters Score -1272604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -1272603.875000 Penalty: 4595.166992
	Iteration 95Q: 3 clusters Score -1272604 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8238 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1272609.500000 Penalty: 4595.166992
	Iteration 96Q: 3 clusters Score -1272610 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8247 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -1272607.250000 Penalty: 4595.166992
	Iteration 97Q: 3 clusters Score -1272607 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -1272612.625000 Penalty: 4595.166992
	Iteration 98Q: 3 clusters Score -1272613 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8262 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1272616.250000 Penalty: 4595.166992
	Iteration 99Q: 3 clusters Score -1272616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8266 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -1272618.500000 Penalty: 4595.166992
	Iteration 100F: 3 clusters Score -1272618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 2288 members 
Entering Unmasked Estep 
Score: -1272616.750000 Penalty: 4595.166992
	Iteration 101Q: 3 clusters Score -1272617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8274 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1272617.250000 Penalty: 4595.166992
	Iteration 102Q: 3 clusters Score -1272617 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -1272619.625000 Penalty: 4595.166992
	Iteration 103Q: 3 clusters Score -1272620 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1272620.125000 Penalty: 4595.166992
	Iteration 104Q: 3 clusters Score -1272620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8295 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1272621.000000 Penalty: 4595.166992
	Iteration 105Q: 3 clusters Score -1272621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -1272620.750000 Penalty: 4595.166992
	Iteration 106Q: 3 clusters Score -1272621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1272620.750000 Penalty: 4595.166992
	Iteration 107Q: 3 clusters Score -1272621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -1272622.625000 Penalty: 4595.166992
	Iteration 108Q: 3 clusters Score -1272623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -1272623.875000 Penalty: 4595.166992
	Iteration 109Q: 3 clusters Score -1272624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8314 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -1272625.750000 Penalty: 4595.166992
	Iteration 110Q: 3 clusters Score -1272626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8317 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -1272625.375000 Penalty: 4595.166992
	Iteration 111Q: 3 clusters Score -1272625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1272626.750000 Penalty: 4595.166992
	Iteration 112Q: 3 clusters Score -1272627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -1272626.750000 Penalty: 4595.166992
	Iteration 113F: 3 clusters Score -1272627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (151470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151470 members 
Entering Unmasked Estep 
Score: -17778546.000000 Penalty: 2958.179443
	Iteration 0F: 2 clusters Score -1.777855e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76307 members 
Mstep: Class 2 contains 75163 members 
Entering Unmasked Estep 
Score: -17677176.000000 Penalty: 5916.358887
	Iteration 0F: 3 clusters Score -1.767718e+07 nChanged 72463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86194 members 
Mstep: Class 2 contains 65276 members 
Entering Unmasked Estep 
Score: -17720422.000000 Penalty: 5916.358887
	Iteration 1F: 3 clusters Score -1.772042e+07 nChanged 6781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92293 members 
Mstep: Class 2 contains 59177 members 
Entering Unmasked Estep 
Score: -17723164.000000 Penalty: 5916.358887
	Iteration 2Q: 3 clusters Score -1.772316e+07 nChanged 9325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101344 members 
Mstep: Class 2 contains 50126 members 
Entering Unmasked Estep 
Score: -17728502.000000 Penalty: 5916.358887
	Iteration 3F: 3 clusters Score -1.77285e+07 nChanged 12512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113754 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -17738178.000000 Penalty: 5916.358887
	Iteration 4F: 3 clusters Score -1.773818e+07 nChanged 14487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128197 members 
Mstep: Class 2 contains 23273 members 
Entering Unmasked Estep 
Score: -17752140.000000 Penalty: 5916.358887
	Iteration 5F: 3 clusters Score -1.775214e+07 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140700 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -17765340.000000 Penalty: 5916.358887
	Iteration 6F: 3 clusters Score -1.776534e+07 nChanged 7122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147816 members 
Mstep: Class 2 contains 3654 members 
Entering Unmasked Estep 
Score: -17772800.000000 Penalty: 5916.358887
	Iteration 7Q: 3 clusters Score -1.77728e+07 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150311 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -17775026.000000 Penalty: 5916.358887
	Iteration 8Q: 3 clusters Score -1.777503e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150970 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -17775556.000000 Penalty: 5916.358887
	Iteration 9Q: 3 clusters Score -1.777556e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151126 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -17775774.000000 Penalty: 5916.358887
	Iteration 10Q: 3 clusters Score -1.777577e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151175 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -17775838.000000 Penalty: 5916.358887
	Iteration 11Q: 3 clusters Score -1.777584e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151196 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -17775872.000000 Penalty: 5916.358887
	Iteration 12Q: 3 clusters Score -1.777587e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151210 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -17775884.000000 Penalty: 5916.358887
	Iteration 13Q: 3 clusters Score -1.777588e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -17775898.000000 Penalty: 5916.358887
	Iteration 14Q: 3 clusters Score -1.77759e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -17775910.000000 Penalty: 5916.358887
	Iteration 15Q: 3 clusters Score -1.777591e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151228 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -17775916.000000 Penalty: 5916.358887
	Iteration 16Q: 3 clusters Score -1.777592e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17775918.000000 Penalty: 5916.358887
	Iteration 17Q: 3 clusters Score -1.777592e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151233 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -17775918.000000 Penalty: 5916.358887
	Iteration 18F: 3 clusters Score -1.777592e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (10949 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10949 members 
Entering Unmasked Estep 
Score: -1217422.750000 Penalty: 2306.648926
	Iteration 0F: 2 clusters Score -1217423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -1209199.625000 Penalty: 4613.297852
	Iteration 0F: 3 clusters Score -1209200 nChanged 4575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -1211760.875000 Penalty: 4613.297852
	Iteration 1F: 3 clusters Score -1211761 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -1212305.625000 Penalty: 4613.297852
	Iteration 2F: 3 clusters Score -1212306 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4674 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -1212893.250000 Penalty: 4613.297852
	Iteration 3F: 3 clusters Score -1212893 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 6634 members 
Entering Unmasked Estep 
Score: -1213542.500000 Penalty: 4613.297852
	Iteration 4F: 3 clusters Score -1213542 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -1214205.750000 Penalty: 4613.297852
	Iteration 5F: 3 clusters Score -1214206 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 7341 members 
Entering Unmasked Estep 
Score: -1214726.875000 Penalty: 4613.297852
	Iteration 6F: 3 clusters Score -1214727 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 7601 members 
Entering Unmasked Estep 
Score: -1215045.375000 Penalty: 4613.297852
	Iteration 7Q: 3 clusters Score -1215045 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 7809 members 
Entering Unmasked Estep 
Score: -1215260.625000 Penalty: 4613.297852
	Iteration 8Q: 3 clusters Score -1215261 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 7999 members 
Entering Unmasked Estep 
Score: -1215407.500000 Penalty: 4613.297852
	Iteration 9Q: 3 clusters Score -1215408 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -1215524.250000 Penalty: 4613.297852
	Iteration 10Q: 3 clusters Score -1215524 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 8318 members 
Entering Unmasked Estep 
Score: -1215632.750000 Penalty: 4613.297852
	Iteration 11Q: 3 clusters Score -1215633 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -1215709.000000 Penalty: 4613.297852
	Iteration 12Q: 3 clusters Score -1215709 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -1215766.375000 Penalty: 4613.297852
	Iteration 13Q: 3 clusters Score -1215766 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 8587 members 
Entering Unmasked Estep 
Score: -1215802.375000 Penalty: 4613.297852
	Iteration 14Q: 3 clusters Score -1215802 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 8650 members 
Entering Unmasked Estep 
Score: -1215834.625000 Penalty: 4613.297852
	Iteration 15Q: 3 clusters Score -1215835 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 8706 members 
Entering Unmasked Estep 
Score: -1215869.000000 Penalty: 4613.297852
	Iteration 16Q: 3 clusters Score -1215869 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -1215905.625000 Penalty: 4613.297852
	Iteration 17Q: 3 clusters Score -1215906 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -1215937.125000 Penalty: 4613.297852
	Iteration 18Q: 3 clusters Score -1215937 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -1215958.625000 Penalty: 4613.297852
	Iteration 19Q: 3 clusters Score -1215959 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -1215971.500000 Penalty: 4613.297852
	Iteration 20F: 3 clusters Score -1215972 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -1215985.625000 Penalty: 4613.297852
	Iteration 21Q: 3 clusters Score -1215986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 8983 members 
Entering Unmasked Estep 
Score: -1215999.000000 Penalty: 4613.297852
	Iteration 22Q: 3 clusters Score -1215999 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 9019 members 
Entering Unmasked Estep 
Score: -1216016.000000 Penalty: 4613.297852
	Iteration 23Q: 3 clusters Score -1216016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 9061 members 
Entering Unmasked Estep 
Score: -1216034.875000 Penalty: 4613.297852
	Iteration 24Q: 3 clusters Score -1216035 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -1216052.875000 Penalty: 4613.297852
	Iteration 25Q: 3 clusters Score -1216053 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 9123 members 
Entering Unmasked Estep 
Score: -1216066.750000 Penalty: 4613.297852
	Iteration 26Q: 3 clusters Score -1216067 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -1216076.250000 Penalty: 4613.297852
	Iteration 27Q: 3 clusters Score -1216076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -1216090.375000 Penalty: 4613.297852
	Iteration 28Q: 3 clusters Score -1216090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 9204 members 
Entering Unmasked Estep 
Score: -1216110.500000 Penalty: 4613.297852
	Iteration 29Q: 3 clusters Score -1216110 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1715 members 
Mstep: Class 2 contains 9234 members 
Entering Unmasked Estep 
Score: -1216124.500000 Penalty: 4613.297852
	Iteration 30Q: 3 clusters Score -1216124 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -1216149.375000 Penalty: 4613.297852
	Iteration 31Q: 3 clusters Score -1216149 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 9277 members 
Entering Unmasked Estep 
Score: -1216166.250000 Penalty: 4613.297852
	Iteration 32Q: 3 clusters Score -1216166 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 9304 members 
Entering Unmasked Estep 
Score: -1216185.000000 Penalty: 4613.297852
	Iteration 33Q: 3 clusters Score -1216185 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -1216204.000000 Penalty: 4613.297852
	Iteration 34Q: 3 clusters Score -1216204 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 9347 members 
Entering Unmasked Estep 
Score: -1216227.500000 Penalty: 4613.297852
	Iteration 35Q: 3 clusters Score -1216228 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -1216237.125000 Penalty: 4613.297852
	Iteration 36Q: 3 clusters Score -1216237 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -1216246.875000 Penalty: 4613.297852
	Iteration 37Q: 3 clusters Score -1216247 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 9395 members 
Entering Unmasked Estep 
Score: -1216255.250000 Penalty: 4613.297852
	Iteration 38Q: 3 clusters Score -1216255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 9407 members 
Entering Unmasked Estep 
Score: -1216258.875000 Penalty: 4613.297852
	Iteration 39Q: 3 clusters Score -1216259 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -1216257.750000 Penalty: 4613.297852
	Iteration 40F: 3 clusters Score -1216258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -1216260.125000 Penalty: 4613.297852
	Iteration 41Q: 3 clusters Score -1216260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -1216263.000000 Penalty: 4613.297852
	Iteration 42Q: 3 clusters Score -1216263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 9417 members 
Entering Unmasked Estep 
Score: -1216262.250000 Penalty: 4613.297852
	Iteration 43Q: 3 clusters Score -1216262 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 9419 members 
Entering Unmasked Estep 
Score: -1216261.875000 Penalty: 4613.297852
	Iteration 44Q: 3 clusters Score -1216262 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -1216264.375000 Penalty: 4613.297852
	Iteration 45Q: 3 clusters Score -1216264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1216266.125000 Penalty: 4613.297852
	Iteration 46Q: 3 clusters Score -1216266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 9422 members 
Entering Unmasked Estep 
Score: -1216266.125000 Penalty: 4613.297852
	Iteration 47F: 3 clusters Score -1216266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20442 members 
Entering Unmasked Estep 
Score: -2241063.750000 Penalty: 2461.486084
	Iteration 0F: 2 clusters Score -2241064 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10219 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -2226875.250000 Penalty: 4922.972168
	Iteration 0F: 3 clusters Score -2226875 nChanged 8958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10445 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -2232034.250000 Penalty: 4922.972168
	Iteration 1F: 3 clusters Score -2232034 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 9885 members 
Entering Unmasked Estep 
Score: -2232833.750000 Penalty: 4922.972168
	Iteration 2F: 3 clusters Score -2232834 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 9746 members 
Entering Unmasked Estep 
Score: -2233694.000000 Penalty: 4922.972168
	Iteration 3F: 3 clusters Score -2233694 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10847 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -2234641.750000 Penalty: 4922.972168
	Iteration 4F: 3 clusters Score -2234642 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 9421 members 
Entering Unmasked Estep 
Score: -2235544.750000 Penalty: 4922.972168
	Iteration 5F: 3 clusters Score -2235545 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 9203 members 
Entering Unmasked Estep 
Score: -2236151.750000 Penalty: 4922.972168
	Iteration 6F: 3 clusters Score -2236152 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11465 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -2236616.250000 Penalty: 4922.972168
	Iteration 7Q: 3 clusters Score -2236616 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11659 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -2236925.250000 Penalty: 4922.972168
	Iteration 8Q: 3 clusters Score -2236925 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 8613 members 
Entering Unmasked Estep 
Score: -2237123.250000 Penalty: 4922.972168
	Iteration 9Q: 3 clusters Score -2237123 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11938 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -2237257.000000 Penalty: 4922.972168
	Iteration 10Q: 3 clusters Score -2237257 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -2237356.750000 Penalty: 4922.972168
	Iteration 11Q: 3 clusters Score -2237357 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12161 members 
Mstep: Class 2 contains 8281 members 
Entering Unmasked Estep 
Score: -2237425.750000 Penalty: 4922.972168
	Iteration 12Q: 3 clusters Score -2237426 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -2237490.500000 Penalty: 4922.972168
	Iteration 13Q: 3 clusters Score -2237490 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 8048 members 
Entering Unmasked Estep 
Score: -2237543.500000 Penalty: 4922.972168
	Iteration 14Q: 3 clusters Score -2237544 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -2237575.000000 Penalty: 4922.972168
	Iteration 15Q: 3 clusters Score -2237575 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12590 members 
Mstep: Class 2 contains 7852 members 
Entering Unmasked Estep 
Score: -2237608.000000 Penalty: 4922.972168
	Iteration 16Q: 3 clusters Score -2237608 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 7749 members 
Entering Unmasked Estep 
Score: -2237638.500000 Penalty: 4922.972168
	Iteration 17Q: 3 clusters Score -2237638 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 7648 members 
Entering Unmasked Estep 
Score: -2237661.000000 Penalty: 4922.972168
	Iteration 18Q: 3 clusters Score -2237661 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 7563 members 
Entering Unmasked Estep 
Score: -2237680.500000 Penalty: 4922.972168
	Iteration 19Q: 3 clusters Score -2237680 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12972 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -2237719.000000 Penalty: 4922.972168
	Iteration 20F: 3 clusters Score -2237719 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13072 members 
Mstep: Class 2 contains 7370 members 
Entering Unmasked Estep 
Score: -2237742.500000 Penalty: 4922.972168
	Iteration 21Q: 3 clusters Score -2237742 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13169 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -2237749.250000 Penalty: 4922.972168
	Iteration 22Q: 3 clusters Score -2237749 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13257 members 
Mstep: Class 2 contains 7185 members 
Entering Unmasked Estep 
Score: -2237759.250000 Penalty: 4922.972168
	Iteration 23Q: 3 clusters Score -2237759 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13347 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -2237773.750000 Penalty: 4922.972168
	Iteration 24Q: 3 clusters Score -2237774 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -2237806.000000 Penalty: 4922.972168
	Iteration 25Q: 3 clusters Score -2237806 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -2237838.750000 Penalty: 4922.972168
	Iteration 26Q: 3 clusters Score -2237839 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -2237865.250000 Penalty: 4922.972168
	Iteration 27Q: 3 clusters Score -2237865 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 6605 members 
Entering Unmasked Estep 
Score: -2237897.250000 Penalty: 4922.972168
	Iteration 28Q: 3 clusters Score -2237897 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -2237933.750000 Penalty: 4922.972168
	Iteration 29Q: 3 clusters Score -2237934 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -2237974.750000 Penalty: 4922.972168
	Iteration 30Q: 3 clusters Score -2237975 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14273 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -2238004.750000 Penalty: 4922.972168
	Iteration 31Q: 3 clusters Score -2238005 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 6032 members 
Entering Unmasked Estep 
Score: -2238030.250000 Penalty: 4922.972168
	Iteration 32Q: 3 clusters Score -2238030 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14566 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -2238070.750000 Penalty: 4922.972168
	Iteration 33Q: 3 clusters Score -2238071 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2238111.500000 Penalty: 4922.972168
	Iteration 34Q: 3 clusters Score -2238112 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14852 members 
Mstep: Class 2 contains 5590 members 
Entering Unmasked Estep 
Score: -2238140.250000 Penalty: 4922.972168
	Iteration 35Q: 3 clusters Score -2238140 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15015 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -2238173.250000 Penalty: 4922.972168
	Iteration 36Q: 3 clusters Score -2238173 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15171 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -2238210.000000 Penalty: 4922.972168
	Iteration 37Q: 3 clusters Score -2238210 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 5138 members 
Entering Unmasked Estep 
Score: -2238247.000000 Penalty: 4922.972168
	Iteration 38Q: 3 clusters Score -2238247 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -2238278.750000 Penalty: 4922.972168
	Iteration 39Q: 3 clusters Score -2238279 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -2238332.750000 Penalty: 4922.972168
	Iteration 40F: 3 clusters Score -2238333 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15796 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -2238394.000000 Penalty: 4922.972168
	Iteration 41Q: 3 clusters Score -2238394 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15982 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -2238432.250000 Penalty: 4922.972168
	Iteration 42Q: 3 clusters Score -2238432 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -2238493.250000 Penalty: 4922.972168
	Iteration 43Q: 3 clusters Score -2238493 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -2238535.500000 Penalty: 4922.972168
	Iteration 44Q: 3 clusters Score -2238536 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16471 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -2238580.250000 Penalty: 4922.972168
	Iteration 45Q: 3 clusters Score -2238580 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -2238627.250000 Penalty: 4922.972168
	Iteration 46Q: 3 clusters Score -2238627 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 3680 members 
Entering Unmasked Estep 
Score: -2238661.000000 Penalty: 4922.972168
	Iteration 47Q: 3 clusters Score -2238661 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -2238701.250000 Penalty: 4922.972168
	Iteration 48Q: 3 clusters Score -2238701 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17027 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -2238746.750000 Penalty: 4922.972168
	Iteration 49Q: 3 clusters Score -2238747 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -2238785.750000 Penalty: 4922.972168
	Iteration 50Q: 3 clusters Score -2238786 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -2238822.000000 Penalty: 4922.972168
	Iteration 51Q: 3 clusters Score -2238822 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17386 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -2238855.250000 Penalty: 4922.972168
	Iteration 52Q: 3 clusters Score -2238855 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -2238877.250000 Penalty: 4922.972168
	Iteration 53Q: 3 clusters Score -2238877 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -2238908.000000 Penalty: 4922.972168
	Iteration 54Q: 3 clusters Score -2238908 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -2238928.000000 Penalty: 4922.972168
	Iteration 55Q: 3 clusters Score -2238928 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -2238950.750000 Penalty: 4922.972168
	Iteration 56Q: 3 clusters Score -2238951 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -2238977.500000 Penalty: 4922.972168
	Iteration 57Q: 3 clusters Score -2238978 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17908 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -2238998.000000 Penalty: 4922.972168
	Iteration 58Q: 3 clusters Score -2238998 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -2239028.750000 Penalty: 4922.972168
	Iteration 59Q: 3 clusters Score -2239029 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -2239058.500000 Penalty: 4922.972168
	Iteration 60F: 3 clusters Score -2239058 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -2239079.000000 Penalty: 4922.972168
	Iteration 61Q: 3 clusters Score -2239079 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -2239098.250000 Penalty: 4922.972168
	Iteration 62Q: 3 clusters Score -2239098 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -2239126.250000 Penalty: 4922.972168
	Iteration 63Q: 3 clusters Score -2239126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -2239138.000000 Penalty: 4922.972168
	Iteration 64Q: 3 clusters Score -2239138 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18353 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -2239147.250000 Penalty: 4922.972168
	Iteration 65Q: 3 clusters Score -2239147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18392 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -2239173.000000 Penalty: 4922.972168
	Iteration 66Q: 3 clusters Score -2239173 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -2239182.750000 Penalty: 4922.972168
	Iteration 67Q: 3 clusters Score -2239183 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -2239195.000000 Penalty: 4922.972168
	Iteration 68Q: 3 clusters Score -2239195 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -2239199.000000 Penalty: 4922.972168
	Iteration 69Q: 3 clusters Score -2239199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -2239202.000000 Penalty: 4922.972168
	Iteration 70Q: 3 clusters Score -2239202 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -2239205.000000 Penalty: 4922.972168
	Iteration 71Q: 3 clusters Score -2239205 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -2239211.500000 Penalty: 4922.972168
	Iteration 72Q: 3 clusters Score -2239212 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -2239220.500000 Penalty: 4922.972168
	Iteration 73Q: 3 clusters Score -2239220 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -2239226.000000 Penalty: 4922.972168
	Iteration 74Q: 3 clusters Score -2239226 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -2239234.000000 Penalty: 4922.972168
	Iteration 75Q: 3 clusters Score -2239234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 1802 members 
Entering Unmasked Estep 
Score: -2239240.500000 Penalty: 4922.972168
	Iteration 76Q: 3 clusters Score -2239240 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18666 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -2239248.000000 Penalty: 4922.972168
	Iteration 77Q: 3 clusters Score -2239248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -2239254.750000 Penalty: 4922.972168
	Iteration 78Q: 3 clusters Score -2239255 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18702 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -2239263.500000 Penalty: 4922.972168
	Iteration 79Q: 3 clusters Score -2239264 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -2239270.500000 Penalty: 4922.972168
	Iteration 80F: 3 clusters Score -2239270 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18729 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -2239277.750000 Penalty: 4922.972168
	Iteration 81Q: 3 clusters Score -2239278 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18744 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -2239281.500000 Penalty: 4922.972168
	Iteration 82Q: 3 clusters Score -2239282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -2239283.000000 Penalty: 4922.972168
	Iteration 83Q: 3 clusters Score -2239283 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -2239285.000000 Penalty: 4922.972168
	Iteration 84Q: 3 clusters Score -2239285 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -2239288.500000 Penalty: 4922.972168
	Iteration 85Q: 3 clusters Score -2239288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -2239289.750000 Penalty: 4922.972168
	Iteration 86Q: 3 clusters Score -2239290 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -2239293.500000 Penalty: 4922.972168
	Iteration 87Q: 3 clusters Score -2239294 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18797 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -2239301.250000 Penalty: 4922.972168
	Iteration 88Q: 3 clusters Score -2239301 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -2239310.500000 Penalty: 4922.972168
	Iteration 89Q: 3 clusters Score -2239310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -2239312.250000 Penalty: 4922.972168
	Iteration 90Q: 3 clusters Score -2239312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -2239321.250000 Penalty: 4922.972168
	Iteration 91Q: 3 clusters Score -2239321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -2239327.000000 Penalty: 4922.972168
	Iteration 92Q: 3 clusters Score -2239327 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -2239329.250000 Penalty: 4922.972168
	Iteration 93Q: 3 clusters Score -2239329 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -2239328.500000 Penalty: 4922.972168
	Iteration 94Q: 3 clusters Score -2239328 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18885 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -2239335.000000 Penalty: 4922.972168
	Iteration 95Q: 3 clusters Score -2239335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18888 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -2239334.750000 Penalty: 4922.972168
	Iteration 96Q: 3 clusters Score -2239335 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 1550 members 
Entering Unmasked Estep 
Score: -2239337.000000 Penalty: 4922.972168
	Iteration 97Q: 3 clusters Score -2239337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18895 members 
Mstep: Class 2 contains 1547 members 
Entering Unmasked Estep 
Score: -2239337.750000 Penalty: 4922.972168
	Iteration 98Q: 3 clusters Score -2239338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -2239339.250000 Penalty: 4922.972168
	Iteration 99Q: 3 clusters Score -2239339 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -2239340.250000 Penalty: 4922.972168
	Iteration 100F: 3 clusters Score -2239340 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2239338.500000 Penalty: 4922.972168
	Iteration 101Q: 3 clusters Score -2239338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18901 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -2239338.500000 Penalty: 4922.972168
	Iteration 102F: 3 clusters Score -2239338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (75106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75106 members 
Entering Unmasked Estep 
Score: -8897030.000000 Penalty: 2784.210693
	Iteration 0F: 2 clusters Score -8897030 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -8846910.000000 Penalty: 5568.421387
	Iteration 0F: 3 clusters Score -8846910 nChanged 34987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38116 members 
Mstep: Class 2 contains 36990 members 
Entering Unmasked Estep 
Score: -8866518.000000 Penalty: 5568.421387
	Iteration 1F: 3 clusters Score -8866518 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 36651 members 
Entering Unmasked Estep 
Score: -8867111.000000 Penalty: 5568.421387
	Iteration 2Q: 3 clusters Score -8867111 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -8867712.000000 Penalty: 5568.421387
	Iteration 3Q: 3 clusters Score -8867712 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -8868529.000000 Penalty: 5568.421387
	Iteration 4Q: 3 clusters Score -8868529 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40358 members 
Mstep: Class 2 contains 34748 members 
Entering Unmasked Estep 
Score: -8869663.000000 Penalty: 5568.421387
	Iteration 5Q: 3 clusters Score -8869663 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41735 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -8871255.000000 Penalty: 5568.421387
	Iteration 6Q: 3 clusters Score -8871255 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43693 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -8873492.000000 Penalty: 5568.421387
	Iteration 7F: 3 clusters Score -8873492 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46247 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -8876843.000000 Penalty: 5568.421387
	Iteration 8F: 3 clusters Score -8876843 nChanged 5059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49176 members 
Mstep: Class 2 contains 25930 members 
Entering Unmasked Estep 
Score: -8881250.000000 Penalty: 5568.421387
	Iteration 9F: 3 clusters Score -8881250 nChanged 4797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51677 members 
Mstep: Class 2 contains 23429 members 
Entering Unmasked Estep 
Score: -8885532.000000 Penalty: 5568.421387
	Iteration 10F: 3 clusters Score -8885532 nChanged 3758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53385 members 
Mstep: Class 2 contains 21721 members 
Entering Unmasked Estep 
Score: -8888047.000000 Penalty: 5568.421387
	Iteration 11F: 3 clusters Score -8888047 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54621 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -8888958.000000 Penalty: 5568.421387
	Iteration 12Q: 3 clusters Score -8888958 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55652 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -8889376.000000 Penalty: 5568.421387
	Iteration 13Q: 3 clusters Score -8889376 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56608 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -8889715.000000 Penalty: 5568.421387
	Iteration 14Q: 3 clusters Score -8889715 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57558 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -8890061.000000 Penalty: 5568.421387
	Iteration 15Q: 3 clusters Score -8890061 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58458 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -8890299.000000 Penalty: 5568.421387
	Iteration 16Q: 3 clusters Score -8890299 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59288 members 
Mstep: Class 2 contains 15818 members 
Entering Unmasked Estep 
Score: -8890572.000000 Penalty: 5568.421387
	Iteration 17Q: 3 clusters Score -8890572 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60124 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -8890818.000000 Penalty: 5568.421387
	Iteration 18Q: 3 clusters Score -8890818 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60990 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -8891147.000000 Penalty: 5568.421387
	Iteration 19Q: 3 clusters Score -8891147 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61789 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -8891405.000000 Penalty: 5568.421387
	Iteration 20F: 3 clusters Score -8891405 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62533 members 
Mstep: Class 2 contains 12573 members 
Entering Unmasked Estep 
Score: -8891619.000000 Penalty: 5568.421387
	Iteration 21Q: 3 clusters Score -8891619 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63283 members 
Mstep: Class 2 contains 11823 members 
Entering Unmasked Estep 
Score: -8891837.000000 Penalty: 5568.421387
	Iteration 22Q: 3 clusters Score -8891837 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64002 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -8892068.000000 Penalty: 5568.421387
	Iteration 23Q: 3 clusters Score -8892068 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64666 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -8892293.000000 Penalty: 5568.421387
	Iteration 24Q: 3 clusters Score -8892293 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65350 members 
Mstep: Class 2 contains 9756 members 
Entering Unmasked Estep 
Score: -8892495.000000 Penalty: 5568.421387
	Iteration 25Q: 3 clusters Score -8892495 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65979 members 
Mstep: Class 2 contains 9127 members 
Entering Unmasked Estep 
Score: -8892708.000000 Penalty: 5568.421387
	Iteration 26Q: 3 clusters Score -8892708 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66550 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -8892865.000000 Penalty: 5568.421387
	Iteration 27Q: 3 clusters Score -8892865 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67068 members 
Mstep: Class 2 contains 8038 members 
Entering Unmasked Estep 
Score: -8893034.000000 Penalty: 5568.421387
	Iteration 28Q: 3 clusters Score -8893034 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67565 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -8893139.000000 Penalty: 5568.421387
	Iteration 29Q: 3 clusters Score -8893139 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68015 members 
Mstep: Class 2 contains 7091 members 
Entering Unmasked Estep 
Score: -8893312.000000 Penalty: 5568.421387
	Iteration 30Q: 3 clusters Score -8893312 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68447 members 
Mstep: Class 2 contains 6659 members 
Entering Unmasked Estep 
Score: -8893407.000000 Penalty: 5568.421387
	Iteration 31Q: 3 clusters Score -8893407 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -8893529.000000 Penalty: 5568.421387
	Iteration 32Q: 3 clusters Score -8893529 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69230 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -8893630.000000 Penalty: 5568.421387
	Iteration 33Q: 3 clusters Score -8893630 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69580 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -8893756.000000 Penalty: 5568.421387
	Iteration 34Q: 3 clusters Score -8893756 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69925 members 
Mstep: Class 2 contains 5181 members 
Entering Unmasked Estep 
Score: -8893869.000000 Penalty: 5568.421387
	Iteration 35Q: 3 clusters Score -8893869 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70256 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -8893965.000000 Penalty: 5568.421387
	Iteration 36Q: 3 clusters Score -8893965 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70558 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -8894017.000000 Penalty: 5568.421387
	Iteration 37Q: 3 clusters Score -8894017 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70806 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -8894124.000000 Penalty: 5568.421387
	Iteration 38Q: 3 clusters Score -8894124 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71062 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -8894195.000000 Penalty: 5568.421387
	Iteration 39Q: 3 clusters Score -8894195 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71277 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -8894256.000000 Penalty: 5568.421387
	Iteration 40F: 3 clusters Score -8894256 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71484 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -8894324.000000 Penalty: 5568.421387
	Iteration 41Q: 3 clusters Score -8894324 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71668 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -8894395.000000 Penalty: 5568.421387
	Iteration 42Q: 3 clusters Score -8894395 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71840 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -8894466.000000 Penalty: 5568.421387
	Iteration 43Q: 3 clusters Score -8894466 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72009 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -8894519.000000 Penalty: 5568.421387
	Iteration 44Q: 3 clusters Score -8894519 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72145 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -8894549.000000 Penalty: 5568.421387
	Iteration 45Q: 3 clusters Score -8894549 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72275 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -8894578.000000 Penalty: 5568.421387
	Iteration 46Q: 3 clusters Score -8894578 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72389 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -8894610.000000 Penalty: 5568.421387
	Iteration 47Q: 3 clusters Score -8894610 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72490 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -8894634.000000 Penalty: 5568.421387
	Iteration 48Q: 3 clusters Score -8894634 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72577 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -8894651.000000 Penalty: 5568.421387
	Iteration 49Q: 3 clusters Score -8894651 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72652 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -8894675.000000 Penalty: 5568.421387
	Iteration 50Q: 3 clusters Score -8894675 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72711 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -8894707.000000 Penalty: 5568.421387
	Iteration 51Q: 3 clusters Score -8894707 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72760 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -8894724.000000 Penalty: 5568.421387
	Iteration 52Q: 3 clusters Score -8894724 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72809 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8894738.000000 Penalty: 5568.421387
	Iteration 53Q: 3 clusters Score -8894738 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72853 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -8894752.000000 Penalty: 5568.421387
	Iteration 54Q: 3 clusters Score -8894752 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72898 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -8894758.000000 Penalty: 5568.421387
	Iteration 55Q: 3 clusters Score -8894758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72935 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -8894763.000000 Penalty: 5568.421387
	Iteration 56Q: 3 clusters Score -8894763 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72962 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -8894780.000000 Penalty: 5568.421387
	Iteration 57Q: 3 clusters Score -8894780 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72980 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8894797.000000 Penalty: 5568.421387
	Iteration 58Q: 3 clusters Score -8894797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73006 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -8894794.000000 Penalty: 5568.421387
	Iteration 59Q: 3 clusters Score -8894794 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73026 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -8894806.000000 Penalty: 5568.421387
	Iteration 60F: 3 clusters Score -8894806 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73049 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -8894814.000000 Penalty: 5568.421387
	Iteration 61Q: 3 clusters Score -8894814 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73078 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8894831.000000 Penalty: 5568.421387
	Iteration 62Q: 3 clusters Score -8894831 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73109 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8894840.000000 Penalty: 5568.421387
	Iteration 63Q: 3 clusters Score -8894840 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73129 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8894840.000000 Penalty: 5568.421387
	Iteration 64Q: 3 clusters Score -8894840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73147 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -8894844.000000 Penalty: 5568.421387
	Iteration 65Q: 3 clusters Score -8894844 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73165 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -8894842.000000 Penalty: 5568.421387
	Iteration 66Q: 3 clusters Score -8894842 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73179 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -8894832.000000 Penalty: 5568.421387
	Iteration 67Q: 3 clusters Score -8894832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73187 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -8894833.000000 Penalty: 5568.421387
	Iteration 68Q: 3 clusters Score -8894833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73197 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8894834.000000 Penalty: 5568.421387
	Iteration 69Q: 3 clusters Score -8894834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73206 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -8894834.000000 Penalty: 5568.421387
	Iteration 70Q: 3 clusters Score -8894834 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73217 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -8894850.000000 Penalty: 5568.421387
	Iteration 71Q: 3 clusters Score -8894850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73224 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -8894844.000000 Penalty: 5568.421387
	Iteration 72Q: 3 clusters Score -8894844 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73232 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -8894853.000000 Penalty: 5568.421387
	Iteration 73Q: 3 clusters Score -8894853 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73235 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -8894859.000000 Penalty: 5568.421387
	Iteration 74Q: 3 clusters Score -8894859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73239 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8894863.000000 Penalty: 5568.421387
	Iteration 75Q: 3 clusters Score -8894863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73242 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -8894857.000000 Penalty: 5568.421387
	Iteration 76Q: 3 clusters Score -8894857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73244 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8894860.000000 Penalty: 5568.421387
	Iteration 77Q: 3 clusters Score -8894860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73245 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -8894860.000000 Penalty: 5568.421387
	Iteration 78Q: 3 clusters Score -8894860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73247 members 
Mstep: Class 2 contains 1859 members 
Entering Unmasked Estep 
Score: -8894862.000000 Penalty: 5568.421387
	Iteration 79Q: 3 clusters Score -8894862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73251 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8894868.000000 Penalty: 5568.421387
	Iteration 80F: 3 clusters Score -8894868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73256 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -8894870.000000 Penalty: 5568.421387
	Iteration 81Q: 3 clusters Score -8894870 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73262 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -8894866.000000 Penalty: 5568.421387
	Iteration 82Q: 3 clusters Score -8894866 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73267 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8894870.000000 Penalty: 5568.421387
	Iteration 83Q: 3 clusters Score -8894870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73269 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -8894870.000000 Penalty: 5568.421387
	Iteration 84Q: 3 clusters Score -8894870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73272 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -8894875.000000 Penalty: 5568.421387
	Iteration 85Q: 3 clusters Score -8894875 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8894867.000000 Penalty: 5568.421387
	Iteration 86Q: 3 clusters Score -8894867 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73275 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -8894854.000000 Penalty: 5568.421387
	Iteration 87Q: 3 clusters Score -8894854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73276 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8894862.000000 Penalty: 5568.421387
	Iteration 88Q: 3 clusters Score -8894862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73277 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8894867.000000 Penalty: 5568.421387
	Iteration 89Q: 3 clusters Score -8894867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73278 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -8894873.000000 Penalty: 5568.421387
	Iteration 90Q: 3 clusters Score -8894873 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8894872.000000 Penalty: 5568.421387
	Iteration 91Q: 3 clusters Score -8894872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73279 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -8894872.000000 Penalty: 5568.421387
	Iteration 92F: 3 clusters Score -8894872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (54849 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54849 members 
Entering Unmasked Estep 
Score: -6559242.000000 Penalty: 2706.260010
	Iteration 0F: 2 clusters Score -6559242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -6522253.000000 Penalty: 5412.520020
	Iteration 0F: 3 clusters Score -6522253 nChanged 25219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27825 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -6536113.500000 Penalty: 5412.520020
	Iteration 1F: 3 clusters Score -6536114 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28161 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -6536628.500000 Penalty: 5412.520020
	Iteration 2Q: 3 clusters Score -6536628 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -6537158.000000 Penalty: 5412.520020
	Iteration 3Q: 3 clusters Score -6537158 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29255 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -6537784.000000 Penalty: 5412.520020
	Iteration 4Q: 3 clusters Score -6537784 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30082 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -6538355.000000 Penalty: 5412.520020
	Iteration 5Q: 3 clusters Score -6538355 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 23648 members 
Entering Unmasked Estep 
Score: -6539047.000000 Penalty: 5412.520020
	Iteration 6Q: 3 clusters Score -6539047 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32717 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -6539971.000000 Penalty: 5412.520020
	Iteration 7Q: 3 clusters Score -6539971 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34732 members 
Mstep: Class 2 contains 20117 members 
Entering Unmasked Estep 
Score: -6541256.500000 Penalty: 5412.520020
	Iteration 8Q: 3 clusters Score -6541256 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37276 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -6542833.500000 Penalty: 5412.520020
	Iteration 9F: 3 clusters Score -6542834 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40317 members 
Mstep: Class 2 contains 14532 members 
Entering Unmasked Estep 
Score: -6544939.000000 Penalty: 5412.520020
	Iteration 10F: 3 clusters Score -6544939 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43742 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -6547580.500000 Penalty: 5412.520020
	Iteration 11F: 3 clusters Score -6547580 nChanged 3516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47232 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -6550428.500000 Penalty: 5412.520020
	Iteration 12F: 3 clusters Score -6550428 nChanged 2967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50189 members 
Mstep: Class 2 contains 4660 members 
Entering Unmasked Estep 
Score: -6552921.500000 Penalty: 5412.520020
	Iteration 13F: 3 clusters Score -6552922 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6554799.500000 Penalty: 5412.520020
	Iteration 14Q: 3 clusters Score -6554800 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -6555854.500000 Penalty: 5412.520020
	Iteration 15Q: 3 clusters Score -6555854 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54181 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -6556358.000000 Penalty: 5412.520020
	Iteration 16Q: 3 clusters Score -6556358 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6556564.000000 Penalty: 5412.520020
	Iteration 17Q: 3 clusters Score -6556564 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54463 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -6556686.500000 Penalty: 5412.520020
	Iteration 18Q: 3 clusters Score -6556686 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54505 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -6556737.000000 Penalty: 5412.520020
	Iteration 19Q: 3 clusters Score -6556737 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54526 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -6556786.500000 Penalty: 5412.520020
	Iteration 20F: 3 clusters Score -6556786 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54536 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -6556816.000000 Penalty: 5412.520020
	Iteration 21Q: 3 clusters Score -6556816 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54542 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -6556837.500000 Penalty: 5412.520020
	Iteration 22Q: 3 clusters Score -6556838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54552 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6556847.500000 Penalty: 5412.520020
	Iteration 23Q: 3 clusters Score -6556848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54553 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6556851.500000 Penalty: 5412.520020
	Iteration 24Q: 3 clusters Score -6556852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54554 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6556852.500000 Penalty: 5412.520020
	Iteration 25Q: 3 clusters Score -6556852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -6556857.500000 Penalty: 5412.520020
	Iteration 26Q: 3 clusters Score -6556858 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6556863.500000 Penalty: 5412.520020
	Iteration 27Q: 3 clusters Score -6556864 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54566 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6556871.500000 Penalty: 5412.520020
	Iteration 28Q: 3 clusters Score -6556872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6556871.500000 Penalty: 5412.520020
	Iteration 29Q: 3 clusters Score -6556872 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -6556871.500000 Penalty: 5412.520020
	Iteration 30F: 3 clusters Score -6556872 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Entering Unmasked Estep 
Score: -2465728.750000 Penalty: 2503.492432
	Iteration 0F: 2 clusters Score -2465729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12049 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -2448828.750000 Penalty: 5006.984863
	Iteration 0F: 3 clusters Score -2448829 nChanged 10846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -2454911.250000 Penalty: 5006.984863
	Iteration 1F: 3 clusters Score -2454911 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11181 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -2455625.000000 Penalty: 5006.984863
	Iteration 2F: 3 clusters Score -2455625 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10671 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -2456405.750000 Penalty: 5006.984863
	Iteration 3F: 3 clusters Score -2456406 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -2457158.000000 Penalty: 5006.984863
	Iteration 4F: 3 clusters Score -2457158 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -2458002.750000 Penalty: 5006.984863
	Iteration 5F: 3 clusters Score -2458003 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 15588 members 
Entering Unmasked Estep 
Score: -2458854.500000 Penalty: 5006.984863
	Iteration 6F: 3 clusters Score -2458854 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7874 members 
Mstep: Class 2 contains 16341 members 
Entering Unmasked Estep 
Score: -2459653.000000 Penalty: 5006.984863
	Iteration 7F: 3 clusters Score -2459653 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -2460299.250000 Penalty: 5006.984863
	Iteration 8Q: 3 clusters Score -2460299 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 17704 members 
Entering Unmasked Estep 
Score: -2460842.000000 Penalty: 5006.984863
	Iteration 9Q: 3 clusters Score -2460842 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -2461335.750000 Penalty: 5006.984863
	Iteration 10Q: 3 clusters Score -2461336 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 18901 members 
Entering Unmasked Estep 
Score: -2461880.500000 Penalty: 5006.984863
	Iteration 11Q: 3 clusters Score -2461880 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 19377 members 
Entering Unmasked Estep 
Score: -2462329.750000 Penalty: 5006.984863
	Iteration 12Q: 3 clusters Score -2462330 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -2462775.500000 Penalty: 5006.984863
	Iteration 13Q: 3 clusters Score -2462776 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -2463150.250000 Penalty: 5006.984863
	Iteration 14Q: 3 clusters Score -2463150 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -2463348.000000 Penalty: 5006.984863
	Iteration 15Q: 3 clusters Score -2463348 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -2463507.000000 Penalty: 5006.984863
	Iteration 16Q: 3 clusters Score -2463507 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3766 members 
Mstep: Class 2 contains 20449 members 
Entering Unmasked Estep 
Score: -2463612.750000 Penalty: 5006.984863
	Iteration 17Q: 3 clusters Score -2463613 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -2463682.250000 Penalty: 5006.984863
	Iteration 18Q: 3 clusters Score -2463682 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -2463727.750000 Penalty: 5006.984863
	Iteration 19Q: 3 clusters Score -2463728 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -2463760.500000 Penalty: 5006.984863
	Iteration 20F: 3 clusters Score -2463760 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -2463775.750000 Penalty: 5006.984863
	Iteration 21Q: 3 clusters Score -2463776 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 20647 members 
Entering Unmasked Estep 
Score: -2463788.000000 Penalty: 5006.984863
	Iteration 22Q: 3 clusters Score -2463788 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -2463792.250000 Penalty: 5006.984863
	Iteration 23Q: 3 clusters Score -2463792 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -2463804.750000 Penalty: 5006.984863
	Iteration 24Q: 3 clusters Score -2463805 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -2463799.750000 Penalty: 5006.984863
	Iteration 25Q: 3 clusters Score -2463800 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -2463807.500000 Penalty: 5006.984863
	Iteration 26Q: 3 clusters Score -2463808 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 20728 members 
Entering Unmasked Estep 
Score: -2463814.000000 Penalty: 5006.984863
	Iteration 27Q: 3 clusters Score -2463814 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -2463816.000000 Penalty: 5006.984863
	Iteration 28Q: 3 clusters Score -2463816 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -2463815.000000 Penalty: 5006.984863
	Iteration 29Q: 3 clusters Score -2463815 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 20749 members 
Entering Unmasked Estep 
Score: -2463816.500000 Penalty: 5006.984863
	Iteration 30Q: 3 clusters Score -2463816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -2463818.500000 Penalty: 5006.984863
	Iteration 31Q: 3 clusters Score -2463818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -2463820.500000 Penalty: 5006.984863
	Iteration 32Q: 3 clusters Score -2463820 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 20770 members 
Entering Unmasked Estep 
Score: -2463823.000000 Penalty: 5006.984863
	Iteration 33Q: 3 clusters Score -2463823 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -2463827.750000 Penalty: 5006.984863
	Iteration 34Q: 3 clusters Score -2463828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 20775 members 
Entering Unmasked Estep 
Score: -2463829.000000 Penalty: 5006.984863
	Iteration 35Q: 3 clusters Score -2463829 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -2463823.500000 Penalty: 5006.984863
	Iteration 36Q: 3 clusters Score -2463824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 20777 members 
Entering Unmasked Estep 
Score: -2463826.000000 Penalty: 5006.984863
	Iteration 37Q: 3 clusters Score -2463826 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -2463828.000000 Penalty: 5006.984863
	Iteration 38Q: 3 clusters Score -2463828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -2463833.500000 Penalty: 5006.984863
	Iteration 39Q: 3 clusters Score -2463834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -2463830.250000 Penalty: 5006.984863
	Iteration 40F: 3 clusters Score -2463830 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -2463824.000000 Penalty: 5006.984863
	Iteration 41Q: 3 clusters Score -2463824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -2463827.000000 Penalty: 5006.984863
	Iteration 42Q: 3 clusters Score -2463827 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2463827.250000 Penalty: 5006.984863
	Iteration 43Q: 3 clusters Score -2463827 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3422 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -2463827.000000 Penalty: 5006.984863
	Iteration 44Q: 3 clusters Score -2463827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2463829.250000 Penalty: 5006.984863
	Iteration 45Q: 3 clusters Score -2463829 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2463828.250000 Penalty: 5006.984863
	Iteration 46Q: 3 clusters Score -2463828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -2463831.500000 Penalty: 5006.984863
	Iteration 47Q: 3 clusters Score -2463832 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2463833.500000 Penalty: 5006.984863
	Iteration 48Q: 3 clusters Score -2463834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -2463833.500000 Penalty: 5006.984863
	Iteration 49F: 3 clusters Score -2463834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10453 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Entering Unmasked Estep 
Score: -1181506.875000 Penalty: 2295.151855
	Iteration 0F: 2 clusters Score -1181507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1173566.250000 Penalty: 4590.303711
	Iteration 0F: 3 clusters Score -1173566 nChanged 4268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5099 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -1175904.000000 Penalty: 4590.303711
	Iteration 1F: 3 clusters Score -1175904 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1176257.375000 Penalty: 4590.303711
	Iteration 2F: 3 clusters Score -1176257 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1176475.875000 Penalty: 4590.303711
	Iteration 3F: 3 clusters Score -1176476 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -1176656.125000 Penalty: 4590.303711
	Iteration 4Q: 3 clusters Score -1176656 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4839 members 
Mstep: Class 2 contains 5614 members 
Entering Unmasked Estep 
Score: -1176820.625000 Penalty: 4590.303711
	Iteration 5Q: 3 clusters Score -1176821 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 5710 members 
Entering Unmasked Estep 
Score: -1176958.750000 Penalty: 4590.303711
	Iteration 6Q: 3 clusters Score -1176959 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1177081.875000 Penalty: 4590.303711
	Iteration 7Q: 3 clusters Score -1177082 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1177201.875000 Penalty: 4590.303711
	Iteration 8Q: 3 clusters Score -1177202 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6034 members 
Entering Unmasked Estep 
Score: -1177310.000000 Penalty: 4590.303711
	Iteration 9Q: 3 clusters Score -1177310 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 6175 members 
Entering Unmasked Estep 
Score: -1177413.875000 Penalty: 4590.303711
	Iteration 10Q: 3 clusters Score -1177414 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1177520.500000 Penalty: 4590.303711
	Iteration 11Q: 3 clusters Score -1177520 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1177627.750000 Penalty: 4590.303711
	Iteration 12Q: 3 clusters Score -1177628 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 6614 members 
Entering Unmasked Estep 
Score: -1177733.375000 Penalty: 4590.303711
	Iteration 13Q: 3 clusters Score -1177733 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1177841.625000 Penalty: 4590.303711
	Iteration 14Q: 3 clusters Score -1177842 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 6931 members 
Entering Unmasked Estep 
Score: -1177931.250000 Penalty: 4590.303711
	Iteration 15Q: 3 clusters Score -1177931 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -1178027.125000 Penalty: 4590.303711
	Iteration 16Q: 3 clusters Score -1178027 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1178113.000000 Penalty: 4590.303711
	Iteration 17Q: 3 clusters Score -1178113 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -1178185.500000 Penalty: 4590.303711
	Iteration 18Q: 3 clusters Score -1178186 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 7559 members 
Entering Unmasked Estep 
Score: -1178255.625000 Penalty: 4590.303711
	Iteration 19Q: 3 clusters Score -1178256 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
Score: -1178318.625000 Penalty: 4590.303711
	Iteration 20F: 3 clusters Score -1178319 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 7812 members 
Entering Unmasked Estep 
Score: -1178378.625000 Penalty: 4590.303711
	Iteration 21Q: 3 clusters Score -1178379 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -1178422.000000 Penalty: 4590.303711
	Iteration 22Q: 3 clusters Score -1178422 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1178465.625000 Penalty: 4590.303711
	Iteration 23Q: 3 clusters Score -1178466 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -1178505.125000 Penalty: 4590.303711
	Iteration 24Q: 3 clusters Score -1178505 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -1178551.875000 Penalty: 4590.303711
	Iteration 25Q: 3 clusters Score -1178552 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -1178597.000000 Penalty: 4590.303711
	Iteration 26Q: 3 clusters Score -1178597 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 8433 members 
Entering Unmasked Estep 
Score: -1178651.375000 Penalty: 4590.303711
	Iteration 27Q: 3 clusters Score -1178651 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 8562 members 
Entering Unmasked Estep 
Score: -1178720.250000 Penalty: 4590.303711
	Iteration 28Q: 3 clusters Score -1178720 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -1178792.750000 Penalty: 4590.303711
	Iteration 29Q: 3 clusters Score -1178793 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -1178864.625000 Penalty: 4590.303711
	Iteration 30Q: 3 clusters Score -1178865 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -1178928.750000 Penalty: 4590.303711
	Iteration 31Q: 3 clusters Score -1178929 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 9062 members 
Entering Unmasked Estep 
Score: -1178992.750000 Penalty: 4590.303711
	Iteration 32Q: 3 clusters Score -1178993 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 9149 members 
Entering Unmasked Estep 
Score: -1179051.375000 Penalty: 4590.303711
	Iteration 33Q: 3 clusters Score -1179051 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -1179106.875000 Penalty: 4590.303711
	Iteration 34Q: 3 clusters Score -1179107 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 9299 members 
Entering Unmasked Estep 
Score: -1179160.625000 Penalty: 4590.303711
	Iteration 35Q: 3 clusters Score -1179161 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 9354 members 
Entering Unmasked Estep 
Score: -1179201.500000 Penalty: 4590.303711
	Iteration 36Q: 3 clusters Score -1179202 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 9400 members 
Entering Unmasked Estep 
Score: -1179241.250000 Penalty: 4590.303711
	Iteration 37Q: 3 clusters Score -1179241 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -1179266.625000 Penalty: 4590.303711
	Iteration 38Q: 3 clusters Score -1179267 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 9485 members 
Entering Unmasked Estep 
Score: -1179291.625000 Penalty: 4590.303711
	Iteration 39Q: 3 clusters Score -1179292 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9514 members 
Entering Unmasked Estep 
Score: -1179307.875000 Penalty: 4590.303711
	Iteration 40F: 3 clusters Score -1179308 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 9540 members 
Entering Unmasked Estep 
Score: -1179327.750000 Penalty: 4590.303711
	Iteration 41Q: 3 clusters Score -1179328 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -1179348.375000 Penalty: 4590.303711
	Iteration 42Q: 3 clusters Score -1179348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 9588 members 
Entering Unmasked Estep 
Score: -1179365.625000 Penalty: 4590.303711
	Iteration 43Q: 3 clusters Score -1179366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -1179373.875000 Penalty: 4590.303711
	Iteration 44Q: 3 clusters Score -1179374 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -1179384.000000 Penalty: 4590.303711
	Iteration 45Q: 3 clusters Score -1179384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -1179393.750000 Penalty: 4590.303711
	Iteration 46Q: 3 clusters Score -1179394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 9641 members 
Entering Unmasked Estep 
Score: -1179397.750000 Penalty: 4590.303711
	Iteration 47Q: 3 clusters Score -1179398 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 9651 members 
Entering Unmasked Estep 
Score: -1179408.250000 Penalty: 4590.303711
	Iteration 48Q: 3 clusters Score -1179408 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -1179412.000000 Penalty: 4590.303711
	Iteration 49Q: 3 clusters Score -1179412 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -1179420.375000 Penalty: 4590.303711
	Iteration 50Q: 3 clusters Score -1179420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 9676 members 
Entering Unmasked Estep 
Score: -1179426.625000 Penalty: 4590.303711
	Iteration 51Q: 3 clusters Score -1179427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -1179429.750000 Penalty: 4590.303711
	Iteration 52Q: 3 clusters Score -1179430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -1179433.250000 Penalty: 4590.303711
	Iteration 53Q: 3 clusters Score -1179433 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 9697 members 
Entering Unmasked Estep 
Score: -1179435.000000 Penalty: 4590.303711
	Iteration 54Q: 3 clusters Score -1179435 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -1179440.625000 Penalty: 4590.303711
	Iteration 55Q: 3 clusters Score -1179441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 9704 members 
Entering Unmasked Estep 
Score: -1179439.875000 Penalty: 4590.303711
	Iteration 56Q: 3 clusters Score -1179440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
Score: -1179441.500000 Penalty: 4590.303711
	Iteration 57Q: 3 clusters Score -1179442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1179443.375000 Penalty: 4590.303711
	Iteration 58Q: 3 clusters Score -1179443 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -1179443.375000 Penalty: 4590.303711
	Iteration 59F: 3 clusters Score -1179443 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (166707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166707 members 
Entering Unmasked Estep 
Score: -19576660.000000 Penalty: 2981.950439
	Iteration 0F: 2 clusters Score -1.957666e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83509 members 
Mstep: Class 2 contains 83198 members 
Entering Unmasked Estep 
Score: -19467424.000000 Penalty: 5963.900879
	Iteration 0F: 3 clusters Score -1.946742e+07 nChanged 79852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84449 members 
Mstep: Class 2 contains 82258 members 
Entering Unmasked Estep 
Score: -19513952.000000 Penalty: 5963.900879
	Iteration 1F: 3 clusters Score -1.951395e+07 nChanged 4754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84995 members 
Mstep: Class 2 contains 81712 members 
Entering Unmasked Estep 
Score: -19515096.000000 Penalty: 5963.900879
	Iteration 2Q: 3 clusters Score -1.95151e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86017 members 
Mstep: Class 2 contains 80690 members 
Entering Unmasked Estep 
Score: -19516790.000000 Penalty: 5963.900879
	Iteration 3Q: 3 clusters Score -1.951679e+07 nChanged 6327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87892 members 
Mstep: Class 2 contains 78815 members 
Entering Unmasked Estep 
Score: -19519520.000000 Penalty: 5963.900879
	Iteration 4Q: 3 clusters Score -1.951952e+07 nChanged 8162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91382 members 
Mstep: Class 2 contains 75325 members 
Entering Unmasked Estep 
Score: -19523984.000000 Penalty: 5963.900879
	Iteration 5Q: 3 clusters Score -1.952398e+07 nChanged 10641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97283 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -19531236.000000 Penalty: 5963.900879
	Iteration 6F: 3 clusters Score -1.953124e+07 nChanged 13014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105583 members 
Mstep: Class 2 contains 61124 members 
Entering Unmasked Estep 
Score: -19542308.000000 Penalty: 5963.900879
	Iteration 7F: 3 clusters Score -1.954231e+07 nChanged 13767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114476 members 
Mstep: Class 2 contains 52231 members 
Entering Unmasked Estep 
Score: -19555510.000000 Penalty: 5963.900879
	Iteration 8F: 3 clusters Score -1.955551e+07 nChanged 11377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120979 members 
Mstep: Class 2 contains 45728 members 
Entering Unmasked Estep 
Score: -19565766.000000 Penalty: 5963.900879
	Iteration 9F: 3 clusters Score -1.956577e+07 nChanged 7235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125138 members 
Mstep: Class 2 contains 41569 members 
Entering Unmasked Estep 
Score: -19570496.000000 Penalty: 5963.900879
	Iteration 10Q: 3 clusters Score -1.95705e+07 nChanged 4040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128090 members 
Mstep: Class 2 contains 38617 members 
Entering Unmasked Estep 
Score: -19572742.000000 Penalty: 5963.900879
	Iteration 11Q: 3 clusters Score -1.957274e+07 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130512 members 
Mstep: Class 2 contains 36195 members 
Entering Unmasked Estep 
Score: -19574084.000000 Penalty: 5963.900879
	Iteration 12Q: 3 clusters Score -1.957408e+07 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132626 members 
Mstep: Class 2 contains 34081 members 
Entering Unmasked Estep 
Score: -19574858.000000 Penalty: 5963.900879
	Iteration 13Q: 3 clusters Score -1.957486e+07 nChanged 2026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134496 members 
Mstep: Class 2 contains 32211 members 
Entering Unmasked Estep 
Score: -19575594.000000 Penalty: 5963.900879
	Iteration 14Q: 3 clusters Score -1.957559e+07 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136165 members 
Mstep: Class 2 contains 30542 members 
Entering Unmasked Estep 
Score: -19576108.000000 Penalty: 5963.900879
	Iteration 15Q: 3 clusters Score -1.957611e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137705 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -19576536.000000 Penalty: 5963.900879
	Iteration 16Q: 3 clusters Score -1.957654e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139072 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -19576844.000000 Penalty: 5963.900879
	Iteration 17Q: 3 clusters Score -1.957684e+07 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140322 members 
Mstep: Class 2 contains 26385 members 
Entering Unmasked Estep 
Score: -19577136.000000 Penalty: 5963.900879
	Iteration 18Q: 3 clusters Score -1.957714e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141500 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -19577426.000000 Penalty: 5963.900879
	Iteration 19Q: 3 clusters Score -1.957743e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142618 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -19577702.000000 Penalty: 5963.900879
	Iteration 20F: 3 clusters Score -1.95777e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143685 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -19577884.000000 Penalty: 5963.900879
	Iteration 21Q: 3 clusters Score -1.957788e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144699 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -19578172.000000 Penalty: 5963.900879
	Iteration 22Q: 3 clusters Score -1.957817e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145566 members 
Mstep: Class 2 contains 21141 members 
Entering Unmasked Estep 
Score: -19578314.000000 Penalty: 5963.900879
	Iteration 23Q: 3 clusters Score -1.957831e+07 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146393 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
Score: -19578358.000000 Penalty: 5963.900879
	Iteration 24Q: 3 clusters Score -1.957836e+07 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147179 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -19578512.000000 Penalty: 5963.900879
	Iteration 25Q: 3 clusters Score -1.957851e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147943 members 
Mstep: Class 2 contains 18764 members 
Entering Unmasked Estep 
Score: -19578496.000000 Penalty: 5963.900879
	Iteration 26Q: 3 clusters Score -1.95785e+07 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148692 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -19578610.000000 Penalty: 5963.900879
	Iteration 27Q: 3 clusters Score -1.957861e+07 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149448 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -19578582.000000 Penalty: 5963.900879
	Iteration 28Q: 3 clusters Score -1.957858e+07 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150229 members 
Mstep: Class 2 contains 16478 members 
Entering Unmasked Estep 
Score: -19578612.000000 Penalty: 5963.900879
	Iteration 29Q: 3 clusters Score -1.957861e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151017 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -19578638.000000 Penalty: 5963.900879
	Iteration 30Q: 3 clusters Score -1.957864e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151815 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -19578612.000000 Penalty: 5963.900879
	Iteration 31Q: 3 clusters Score -1.957861e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152545 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -19578470.000000 Penalty: 5963.900879
	Iteration 32Q: 3 clusters Score -1.957847e+07 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153273 members 
Mstep: Class 2 contains 13434 members 
Entering Unmasked Estep 
Score: -19578312.000000 Penalty: 5963.900879
	Iteration 33Q: 3 clusters Score -1.957831e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153920 members 
Mstep: Class 2 contains 12787 members 
Entering Unmasked Estep 
Score: -19578264.000000 Penalty: 5963.900879
	Iteration 34Q: 3 clusters Score -1.957826e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154559 members 
Mstep: Class 2 contains 12148 members 
Entering Unmasked Estep 
Score: -19578128.000000 Penalty: 5963.900879
	Iteration 35Q: 3 clusters Score -1.957813e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155240 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -19578094.000000 Penalty: 5963.900879
	Iteration 36Q: 3 clusters Score -1.957809e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155886 members 
Mstep: Class 2 contains 10821 members 
Entering Unmasked Estep 
Score: -19578034.000000 Penalty: 5963.900879
	Iteration 37Q: 3 clusters Score -1.957803e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156475 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
Score: -19577922.000000 Penalty: 5963.900879
	Iteration 38Q: 3 clusters Score -1.957792e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157071 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -19577846.000000 Penalty: 5963.900879
	Iteration 39Q: 3 clusters Score -1.957785e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157633 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -19577736.000000 Penalty: 5963.900879
	Iteration 40F: 3 clusters Score -1.957774e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158166 members 
Mstep: Class 2 contains 8541 members 
Entering Unmasked Estep 
Score: -19577684.000000 Penalty: 5963.900879
	Iteration 41Q: 3 clusters Score -1.957768e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158619 members 
Mstep: Class 2 contains 8088 members 
Entering Unmasked Estep 
Score: -19577618.000000 Penalty: 5963.900879
	Iteration 42Q: 3 clusters Score -1.957762e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159067 members 
Mstep: Class 2 contains 7640 members 
Entering Unmasked Estep 
Score: -19577528.000000 Penalty: 5963.900879
	Iteration 43Q: 3 clusters Score -1.957753e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159474 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -19577486.000000 Penalty: 5963.900879
	Iteration 44Q: 3 clusters Score -1.957749e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159854 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -19577370.000000 Penalty: 5963.900879
	Iteration 45Q: 3 clusters Score -1.957737e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160192 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -19577232.000000 Penalty: 5963.900879
	Iteration 46Q: 3 clusters Score -1.957723e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160480 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -19577132.000000 Penalty: 5963.900879
	Iteration 47Q: 3 clusters Score -1.957713e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160733 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -19577090.000000 Penalty: 5963.900879
	Iteration 48Q: 3 clusters Score -1.957709e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160971 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -19577048.000000 Penalty: 5963.900879
	Iteration 49Q: 3 clusters Score -1.957705e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161181 members 
Mstep: Class 2 contains 5526 members 
Entering Unmasked Estep 
Score: -19576974.000000 Penalty: 5963.900879
	Iteration 50Q: 3 clusters Score -1.957697e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161359 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -19576912.000000 Penalty: 5963.900879
	Iteration 51Q: 3 clusters Score -1.957691e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161512 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -19576834.000000 Penalty: 5963.900879
	Iteration 52Q: 3 clusters Score -1.957683e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161653 members 
Mstep: Class 2 contains 5054 members 
Entering Unmasked Estep 
Score: -19576774.000000 Penalty: 5963.900879
	Iteration 53Q: 3 clusters Score -1.957677e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161771 members 
Mstep: Class 2 contains 4936 members 
Entering Unmasked Estep 
Score: -19576682.000000 Penalty: 5963.900879
	Iteration 54Q: 3 clusters Score -1.957668e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161871 members 
Mstep: Class 2 contains 4836 members 
Entering Unmasked Estep 
Score: -19576698.000000 Penalty: 5963.900879
	Iteration 55Q: 3 clusters Score -1.95767e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161965 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -19576692.000000 Penalty: 5963.900879
	Iteration 56Q: 3 clusters Score -1.957669e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162056 members 
Mstep: Class 2 contains 4651 members 
Entering Unmasked Estep 
Score: -19576632.000000 Penalty: 5963.900879
	Iteration 57Q: 3 clusters Score -1.957663e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162146 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -19576624.000000 Penalty: 5963.900879
	Iteration 58Q: 3 clusters Score -1.957662e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162228 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -19576616.000000 Penalty: 5963.900879
	Iteration 59Q: 3 clusters Score -1.957662e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162310 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -19576586.000000 Penalty: 5963.900879
	Iteration 60F: 3 clusters Score -1.957659e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162372 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -19576556.000000 Penalty: 5963.900879
	Iteration 61Q: 3 clusters Score -1.957656e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162430 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -19576516.000000 Penalty: 5963.900879
	Iteration 62Q: 3 clusters Score -1.957652e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162496 members 
Mstep: Class 2 contains 4211 members 
Entering Unmasked Estep 
Score: -19576476.000000 Penalty: 5963.900879
	Iteration 63Q: 3 clusters Score -1.957648e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162564 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -19576436.000000 Penalty: 5963.900879
	Iteration 64Q: 3 clusters Score -1.957644e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162615 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -19576406.000000 Penalty: 5963.900879
	Iteration 65Q: 3 clusters Score -1.957641e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162664 members 
Mstep: Class 2 contains 4043 members 
Entering Unmasked Estep 
Score: -19576408.000000 Penalty: 5963.900879
	Iteration 66Q: 3 clusters Score -1.957641e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162697 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -19576386.000000 Penalty: 5963.900879
	Iteration 67Q: 3 clusters Score -1.957639e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162732 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -19576362.000000 Penalty: 5963.900879
	Iteration 68Q: 3 clusters Score -1.957636e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162751 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -19576366.000000 Penalty: 5963.900879
	Iteration 69Q: 3 clusters Score -1.957637e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162772 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -19576362.000000 Penalty: 5963.900879
	Iteration 70Q: 3 clusters Score -1.957636e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162795 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -19576368.000000 Penalty: 5963.900879
	Iteration 71Q: 3 clusters Score -1.957637e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162818 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -19576380.000000 Penalty: 5963.900879
	Iteration 72Q: 3 clusters Score -1.957638e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162846 members 
Mstep: Class 2 contains 3861 members 
Entering Unmasked Estep 
Score: -19576376.000000 Penalty: 5963.900879
	Iteration 73Q: 3 clusters Score -1.957638e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162881 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -19576394.000000 Penalty: 5963.900879
	Iteration 74Q: 3 clusters Score -1.957639e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162924 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -19576386.000000 Penalty: 5963.900879
	Iteration 75Q: 3 clusters Score -1.957639e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162965 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -19576382.000000 Penalty: 5963.900879
	Iteration 76Q: 3 clusters Score -1.957638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162997 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -19576376.000000 Penalty: 5963.900879
	Iteration 77Q: 3 clusters Score -1.957638e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163024 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -19576356.000000 Penalty: 5963.900879
	Iteration 78Q: 3 clusters Score -1.957636e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163054 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -19576344.000000 Penalty: 5963.900879
	Iteration 79Q: 3 clusters Score -1.957634e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163083 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -19576316.000000 Penalty: 5963.900879
	Iteration 80F: 3 clusters Score -1.957632e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163112 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -19576328.000000 Penalty: 5963.900879
	Iteration 81Q: 3 clusters Score -1.957633e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163140 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -19576354.000000 Penalty: 5963.900879
	Iteration 82Q: 3 clusters Score -1.957635e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163167 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -19576352.000000 Penalty: 5963.900879
	Iteration 83Q: 3 clusters Score -1.957635e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163194 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -19576344.000000 Penalty: 5963.900879
	Iteration 84Q: 3 clusters Score -1.957634e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163217 members 
Mstep: Class 2 contains 3490 members 
Entering Unmasked Estep 
Score: -19576322.000000 Penalty: 5963.900879
	Iteration 85Q: 3 clusters Score -1.957632e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163247 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -19576304.000000 Penalty: 5963.900879
	Iteration 86Q: 3 clusters Score -1.95763e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163269 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -19576290.000000 Penalty: 5963.900879
	Iteration 87Q: 3 clusters Score -1.957629e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163286 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -19576270.000000 Penalty: 5963.900879
	Iteration 88Q: 3 clusters Score -1.957627e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163302 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -19576250.000000 Penalty: 5963.900879
	Iteration 89Q: 3 clusters Score -1.957625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163311 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -19576252.000000 Penalty: 5963.900879
	Iteration 90Q: 3 clusters Score -1.957625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163321 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -19576260.000000 Penalty: 5963.900879
	Iteration 91Q: 3 clusters Score -1.957626e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163331 members 
Mstep: Class 2 contains 3376 members 
Entering Unmasked Estep 
Score: -19576254.000000 Penalty: 5963.900879
	Iteration 92Q: 3 clusters Score -1.957625e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163340 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -19576254.000000 Penalty: 5963.900879
	Iteration 93Q: 3 clusters Score -1.957625e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163350 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -19576248.000000 Penalty: 5963.900879
	Iteration 94Q: 3 clusters Score -1.957625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163358 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -19576240.000000 Penalty: 5963.900879
	Iteration 95Q: 3 clusters Score -1.957624e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163363 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -19576248.000000 Penalty: 5963.900879
	Iteration 96Q: 3 clusters Score -1.957625e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163371 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -19576234.000000 Penalty: 5963.900879
	Iteration 97Q: 3 clusters Score -1.957623e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163380 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -19576242.000000 Penalty: 5963.900879
	Iteration 98Q: 3 clusters Score -1.957624e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163388 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -19576264.000000 Penalty: 5963.900879
	Iteration 99Q: 3 clusters Score -1.957626e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163392 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -19576254.000000 Penalty: 5963.900879
	Iteration 100F: 3 clusters Score -1.957625e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163396 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -19576248.000000 Penalty: 5963.900879
	Iteration 101Q: 3 clusters Score -1.957625e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163399 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -19576252.000000 Penalty: 5963.900879
	Iteration 102Q: 3 clusters Score -1.957625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163401 members 
Mstep: Class 2 contains 3306 members 
Entering Unmasked Estep 
Score: -19576246.000000 Penalty: 5963.900879
	Iteration 103Q: 3 clusters Score -1.957625e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163402 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -19576246.000000 Penalty: 5963.900879
	Iteration 104Q: 3 clusters Score -1.957625e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -19576236.000000 Penalty: 5963.900879
	Iteration 105Q: 3 clusters Score -1.957624e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163404 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -19576236.000000 Penalty: 5963.900879
	Iteration 106F: 3 clusters Score -1.957624e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2337 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Entering Unmasked Estep 
Score: -247580.046875 Penalty: 1923.642578
	Iteration 0F: 2 clusters Score -247580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -244806.765625 Penalty: 3847.285156
	Iteration 0F: 3 clusters Score -244806.8 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -245623.859375 Penalty: 3847.285156
	Iteration 1F: 3 clusters Score -245623.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -245963.703125 Penalty: 3847.285156
	Iteration 2F: 3 clusters Score -245963.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -246210.406250 Penalty: 3847.285156
	Iteration 3F: 3 clusters Score -246210.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 1388 members 
Entering Unmasked Estep 
Score: -246378.375000 Penalty: 3847.285156
	Iteration 4F: 3 clusters Score -246378.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -246507.609375 Penalty: 3847.285156
	Iteration 5Q: 3 clusters Score -246507.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -246667.484375 Penalty: 3847.285156
	Iteration 6Q: 3 clusters Score -246667.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -246801.750000 Penalty: 3847.285156
	Iteration 7Q: 3 clusters Score -246801.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -246941.593750 Penalty: 3847.285156
	Iteration 8Q: 3 clusters Score -246941.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -247063.859375 Penalty: 3847.285156
	Iteration 9Q: 3 clusters Score -247063.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -247140.328125 Penalty: 3847.285156
	Iteration 10Q: 3 clusters Score -247140.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -247179.390625 Penalty: 3847.285156
	Iteration 11Q: 3 clusters Score -247179.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -247205.093750 Penalty: 3847.285156
	Iteration 12Q: 3 clusters Score -247205.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -247228.375000 Penalty: 3847.285156
	Iteration 13Q: 3 clusters Score -247228.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -247243.781250 Penalty: 3847.285156
	Iteration 14Q: 3 clusters Score -247243.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -247254.953125 Penalty: 3847.285156
	Iteration 15Q: 3 clusters Score -247255 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -247266.593750 Penalty: 3847.285156
	Iteration 16Q: 3 clusters Score -247266.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -247275.156250 Penalty: 3847.285156
	Iteration 17Q: 3 clusters Score -247275.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -247281.671875 Penalty: 3847.285156
	Iteration 18Q: 3 clusters Score -247281.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -247284.343750 Penalty: 3847.285156
	Iteration 19Q: 3 clusters Score -247284.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -247286.734375 Penalty: 3847.285156
	Iteration 20F: 3 clusters Score -247286.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -247289.718750 Penalty: 3847.285156
	Iteration 21Q: 3 clusters Score -247289.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -247292.953125 Penalty: 3847.285156
	Iteration 22Q: 3 clusters Score -247293 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -247296.390625 Penalty: 3847.285156
	Iteration 23Q: 3 clusters Score -247296.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -247298.609375 Penalty: 3847.285156
	Iteration 24Q: 3 clusters Score -247298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -247300.625000 Penalty: 3847.285156
	Iteration 25Q: 3 clusters Score -247300.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -247301.171875 Penalty: 3847.285156
	Iteration 26Q: 3 clusters Score -247301.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -247301.171875 Penalty: 3847.285156
	Iteration 27F: 3 clusters Score -247301.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (231507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231507 members 
Entering Unmasked Estep 
Score: -27495664.000000 Penalty: 3063.386719
	Iteration 0F: 2 clusters Score -2.749566e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116016 members 
Mstep: Class 2 contains 115491 members 
Entering Unmasked Estep 
Score: -27353082.000000 Penalty: 6126.773438
	Iteration 0F: 3 clusters Score -2.735308e+07 nChanged 111663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118175 members 
Mstep: Class 2 contains 113332 members 
Entering Unmasked Estep 
Score: -27419196.000000 Penalty: 6126.773438
	Iteration 1F: 3 clusters Score -2.74192e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119513 members 
Mstep: Class 2 contains 111994 members 
Entering Unmasked Estep 
Score: -27420136.000000 Penalty: 6126.773438
	Iteration 2Q: 3 clusters Score -2.742014e+07 nChanged 5890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121695 members 
Mstep: Class 2 contains 109812 members 
Entering Unmasked Estep 
Score: -27421192.000000 Penalty: 6126.773438
	Iteration 3Q: 3 clusters Score -2.742119e+07 nChanged 6281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125214 members 
Mstep: Class 2 contains 106293 members 
Entering Unmasked Estep 
Score: -27422636.000000 Penalty: 6126.773438
	Iteration 4Q: 3 clusters Score -2.742264e+07 nChanged 7281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130725 members 
Mstep: Class 2 contains 100782 members 
Entering Unmasked Estep 
Score: -27425052.000000 Penalty: 6126.773438
	Iteration 5Q: 3 clusters Score -2.742505e+07 nChanged 9222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139083 members 
Mstep: Class 2 contains 92424 members 
Entering Unmasked Estep 
Score: -27428934.000000 Penalty: 6126.773438
	Iteration 6Q: 3 clusters Score -2.742893e+07 nChanged 12543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151336 members 
Mstep: Class 2 contains 80171 members 
Entering Unmasked Estep 
Score: -27436242.000000 Penalty: 6126.773438
	Iteration 7F: 3 clusters Score -2.743624e+07 nChanged 16539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167829 members 
Mstep: Class 2 contains 63678 members 
Entering Unmasked Estep 
Score: -27447798.000000 Penalty: 6126.773438
	Iteration 8F: 3 clusters Score -2.74478e+07 nChanged 19097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186904 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -27461798.000000 Penalty: 6126.773438
	Iteration 9F: 3 clusters Score -2.74618e+07 nChanged 17220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204112 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -27473354.000000 Penalty: 6126.773438
	Iteration 10F: 3 clusters Score -2.747335e+07 nChanged 11852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215946 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -27481192.000000 Penalty: 6126.773438
	Iteration 11F: 3 clusters Score -2.748119e+07 nChanged 6813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222741 members 
Mstep: Class 2 contains 8766 members 
Entering Unmasked Estep 
Score: -27485912.000000 Penalty: 6126.773438
	Iteration 12Q: 3 clusters Score -2.748591e+07 nChanged 3674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226393 members 
Mstep: Class 2 contains 5114 members 
Entering Unmasked Estep 
Score: -27488810.000000 Penalty: 6126.773438
	Iteration 13Q: 3 clusters Score -2.748881e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228347 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -27490464.000000 Penalty: 6126.773438
	Iteration 14Q: 3 clusters Score -2.749046e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229401 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -27491332.000000 Penalty: 6126.773438
	Iteration 15Q: 3 clusters Score -2.749133e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229976 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -27491914.000000 Penalty: 6126.773438
	Iteration 16Q: 3 clusters Score -2.749191e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230264 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -27492186.000000 Penalty: 6126.773438
	Iteration 17Q: 3 clusters Score -2.749219e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230426 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -27492410.000000 Penalty: 6126.773438
	Iteration 18Q: 3 clusters Score -2.749241e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230513 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -27492524.000000 Penalty: 6126.773438
	Iteration 19Q: 3 clusters Score -2.749252e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230599 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -27492606.000000 Penalty: 6126.773438
	Iteration 20F: 3 clusters Score -2.749261e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230636 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -27492670.000000 Penalty: 6126.773438
	Iteration 21Q: 3 clusters Score -2.749267e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230667 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -27492684.000000 Penalty: 6126.773438
	Iteration 22Q: 3 clusters Score -2.749268e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230692 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -27492718.000000 Penalty: 6126.773438
	Iteration 23Q: 3 clusters Score -2.749272e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230706 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -27492740.000000 Penalty: 6126.773438
	Iteration 24Q: 3 clusters Score -2.749274e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230718 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -27492760.000000 Penalty: 6126.773438
	Iteration 25Q: 3 clusters Score -2.749276e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230737 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -27492770.000000 Penalty: 6126.773438
	Iteration 26Q: 3 clusters Score -2.749277e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230747 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -27492788.000000 Penalty: 6126.773438
	Iteration 27Q: 3 clusters Score -2.749279e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230758 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -27492788.000000 Penalty: 6126.773438
	Iteration 28Q: 3 clusters Score -2.749279e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230763 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -27492802.000000 Penalty: 6126.773438
	Iteration 29Q: 3 clusters Score -2.74928e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230770 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -27492822.000000 Penalty: 6126.773438
	Iteration 30Q: 3 clusters Score -2.749282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230772 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -27492818.000000 Penalty: 6126.773438
	Iteration 31Q: 3 clusters Score -2.749282e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230769 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -27492822.000000 Penalty: 6126.773438
	Iteration 32Q: 3 clusters Score -2.749282e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230776 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -27492822.000000 Penalty: 6126.773438
	Iteration 33Q: 3 clusters Score -2.749282e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230783 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -27492840.000000 Penalty: 6126.773438
	Iteration 34Q: 3 clusters Score -2.749284e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230788 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -27492822.000000 Penalty: 6126.773438
	Iteration 35Q: 3 clusters Score -2.749282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230790 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -27492836.000000 Penalty: 6126.773438
	Iteration 36Q: 3 clusters Score -2.749284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230792 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -27492858.000000 Penalty: 6126.773438
	Iteration 37Q: 3 clusters Score -2.749286e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230793 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -27492838.000000 Penalty: 6126.773438
	Iteration 38Q: 3 clusters Score -2.749284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230798 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -27492848.000000 Penalty: 6126.773438
	Iteration 39Q: 3 clusters Score -2.749285e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230800 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -27492856.000000 Penalty: 6126.773438
	Iteration 40F: 3 clusters Score -2.749286e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (25097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25097 members 
Entering Unmasked Estep 
Score: -2996642.250000 Penalty: 2512.364990
	Iteration 0F: 2 clusters Score -2996642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12588 members 
Mstep: Class 2 contains 12509 members 
Entering Unmasked Estep 
Score: -2979360.750000 Penalty: 5024.729980
	Iteration 0F: 3 clusters Score -2979361 nChanged 11167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12737 members 
Mstep: Class 2 contains 12360 members 
Entering Unmasked Estep 
Score: -2985299.500000 Penalty: 5024.729980
	Iteration 1F: 3 clusters Score -2985300 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -2985653.750000 Penalty: 5024.729980
	Iteration 2Q: 3 clusters Score -2985654 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -2985948.750000 Penalty: 5024.729980
	Iteration 3Q: 3 clusters Score -2985949 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12970 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -2986180.500000 Penalty: 5024.729980
	Iteration 4Q: 3 clusters Score -2986180 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13081 members 
Mstep: Class 2 contains 12016 members 
Entering Unmasked Estep 
Score: -2986437.500000 Penalty: 5024.729980
	Iteration 5Q: 3 clusters Score -2986438 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13238 members 
Mstep: Class 2 contains 11859 members 
Entering Unmasked Estep 
Score: -2986722.000000 Penalty: 5024.729980
	Iteration 6Q: 3 clusters Score -2986722 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13453 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -2987062.000000 Penalty: 5024.729980
	Iteration 7Q: 3 clusters Score -2987062 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -2987491.500000 Penalty: 5024.729980
	Iteration 8Q: 3 clusters Score -2987492 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13966 members 
Mstep: Class 2 contains 11131 members 
Entering Unmasked Estep 
Score: -2988024.000000 Penalty: 5024.729980
	Iteration 9Q: 3 clusters Score -2988024 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2988724.500000 Penalty: 5024.729980
	Iteration 10Q: 3 clusters Score -2988724 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14496 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -2989505.000000 Penalty: 5024.729980
	Iteration 11Q: 3 clusters Score -2989505 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2990251.750000 Penalty: 5024.729980
	Iteration 12Q: 3 clusters Score -2990252 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -2990941.250000 Penalty: 5024.729980
	Iteration 13Q: 3 clusters Score -2990941 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -2991459.750000 Penalty: 5024.729980
	Iteration 14Q: 3 clusters Score -2991460 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14349 members 
Mstep: Class 2 contains 10748 members 
Entering Unmasked Estep 
Score: -2991782.750000 Penalty: 5024.729980
	Iteration 15Q: 3 clusters Score -2991783 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -2991971.500000 Penalty: 5024.729980
	Iteration 16Q: 3 clusters Score -2991972 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -2992111.750000 Penalty: 5024.729980
	Iteration 17Q: 3 clusters Score -2992112 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13709 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2992195.250000 Penalty: 5024.729980
	Iteration 18Q: 3 clusters Score -2992195 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -2992257.500000 Penalty: 5024.729980
	Iteration 19Q: 3 clusters Score -2992258 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13260 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -2992317.500000 Penalty: 5024.729980
	Iteration 20F: 3 clusters Score -2992318 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13067 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -2992357.000000 Penalty: 5024.729980
	Iteration 21Q: 3 clusters Score -2992357 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -2992408.750000 Penalty: 5024.729980
	Iteration 22Q: 3 clusters Score -2992409 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12650 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -2992481.000000 Penalty: 5024.729980
	Iteration 23Q: 3 clusters Score -2992481 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -2992509.750000 Penalty: 5024.729980
	Iteration 24Q: 3 clusters Score -2992510 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12241 members 
Mstep: Class 2 contains 12856 members 
Entering Unmasked Estep 
Score: -2992551.250000 Penalty: 5024.729980
	Iteration 25Q: 3 clusters Score -2992551 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 13071 members 
Entering Unmasked Estep 
Score: -2992620.500000 Penalty: 5024.729980
	Iteration 26Q: 3 clusters Score -2992620 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 13287 members 
Entering Unmasked Estep 
Score: -2992666.000000 Penalty: 5024.729980
	Iteration 27Q: 3 clusters Score -2992666 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -2992706.000000 Penalty: 5024.729980
	Iteration 28Q: 3 clusters Score -2992706 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -2992761.500000 Penalty: 5024.729980
	Iteration 29Q: 3 clusters Score -2992762 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 13917 members 
Entering Unmasked Estep 
Score: -2992798.000000 Penalty: 5024.729980
	Iteration 30Q: 3 clusters Score -2992798 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -2992847.500000 Penalty: 5024.729980
	Iteration 31Q: 3 clusters Score -2992848 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 14354 members 
Entering Unmasked Estep 
Score: -2992910.250000 Penalty: 5024.729980
	Iteration 32Q: 3 clusters Score -2992910 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10493 members 
Mstep: Class 2 contains 14604 members 
Entering Unmasked Estep 
Score: -2992979.750000 Penalty: 5024.729980
	Iteration 33Q: 3 clusters Score -2992980 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -2993056.500000 Penalty: 5024.729980
	Iteration 34Q: 3 clusters Score -2993056 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -2993132.500000 Penalty: 5024.729980
	Iteration 35Q: 3 clusters Score -2993132 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9696 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -2993201.750000 Penalty: 5024.729980
	Iteration 36Q: 3 clusters Score -2993202 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9425 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -2993274.250000 Penalty: 5024.729980
	Iteration 37Q: 3 clusters Score -2993274 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 15929 members 
Entering Unmasked Estep 
Score: -2993329.500000 Penalty: 5024.729980
	Iteration 38Q: 3 clusters Score -2993330 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -2993419.750000 Penalty: 5024.729980
	Iteration 39Q: 3 clusters Score -2993420 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 16460 members 
Entering Unmasked Estep 
Score: -2993480.250000 Penalty: 5024.729980
	Iteration 40F: 3 clusters Score -2993480 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8391 members 
Mstep: Class 2 contains 16706 members 
Entering Unmasked Estep 
Score: -2993544.500000 Penalty: 5024.729980
	Iteration 41Q: 3 clusters Score -2993544 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -2993591.750000 Penalty: 5024.729980
	Iteration 42Q: 3 clusters Score -2993592 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -2993634.000000 Penalty: 5024.729980
	Iteration 43Q: 3 clusters Score -2993634 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7797 members 
Mstep: Class 2 contains 17300 members 
Entering Unmasked Estep 
Score: -2993675.500000 Penalty: 5024.729980
	Iteration 44Q: 3 clusters Score -2993676 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 17464 members 
Entering Unmasked Estep 
Score: -2993703.750000 Penalty: 5024.729980
	Iteration 45Q: 3 clusters Score -2993704 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -2993734.250000 Penalty: 5024.729980
	Iteration 46Q: 3 clusters Score -2993734 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 17784 members 
Entering Unmasked Estep 
Score: -2993760.500000 Penalty: 5024.729980
	Iteration 47Q: 3 clusters Score -2993760 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -2993805.000000 Penalty: 5024.729980
	Iteration 48Q: 3 clusters Score -2993805 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -2993821.250000 Penalty: 5024.729980
	Iteration 49Q: 3 clusters Score -2993821 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 18240 members 
Entering Unmasked Estep 
Score: -2993846.250000 Penalty: 5024.729980
	Iteration 50Q: 3 clusters Score -2993846 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -2993869.250000 Penalty: 5024.729980
	Iteration 51Q: 3 clusters Score -2993869 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 18527 members 
Entering Unmasked Estep 
Score: -2993911.000000 Penalty: 5024.729980
	Iteration 52Q: 3 clusters Score -2993911 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 18676 members 
Entering Unmasked Estep 
Score: -2993937.250000 Penalty: 5024.729980
	Iteration 53Q: 3 clusters Score -2993937 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -2993961.750000 Penalty: 5024.729980
	Iteration 54Q: 3 clusters Score -2993962 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -2993985.000000 Penalty: 5024.729980
	Iteration 55Q: 3 clusters Score -2993985 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -2994013.000000 Penalty: 5024.729980
	Iteration 56Q: 3 clusters Score -2994013 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5932 members 
Mstep: Class 2 contains 19165 members 
Entering Unmasked Estep 
Score: -2994042.000000 Penalty: 5024.729980
	Iteration 57Q: 3 clusters Score -2994042 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 19283 members 
Entering Unmasked Estep 
Score: -2994059.750000 Penalty: 5024.729980
	Iteration 58Q: 3 clusters Score -2994060 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5696 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2994078.000000 Penalty: 5024.729980
	Iteration 59Q: 3 clusters Score -2994078 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 19513 members 
Entering Unmasked Estep 
Score: -2994110.500000 Penalty: 5024.729980
	Iteration 60F: 3 clusters Score -2994110 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5489 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -2994120.000000 Penalty: 5024.729980
	Iteration 61Q: 3 clusters Score -2994120 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -2994128.250000 Penalty: 5024.729980
	Iteration 62Q: 3 clusters Score -2994128 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5313 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -2994156.250000 Penalty: 5024.729980
	Iteration 63Q: 3 clusters Score -2994156 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -2994171.750000 Penalty: 5024.729980
	Iteration 64Q: 3 clusters Score -2994172 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 19933 members 
Entering Unmasked Estep 
Score: -2994184.500000 Penalty: 5024.729980
	Iteration 65Q: 3 clusters Score -2994184 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 19988 members 
Entering Unmasked Estep 
Score: -2994182.250000 Penalty: 5024.729980
	Iteration 66Q: 3 clusters Score -2994182 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -2994187.000000 Penalty: 5024.729980
	Iteration 67Q: 3 clusters Score -2994187 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5006 members 
Mstep: Class 2 contains 20091 members 
Entering Unmasked Estep 
Score: -2994200.750000 Penalty: 5024.729980
	Iteration 68Q: 3 clusters Score -2994201 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -2994210.500000 Penalty: 5024.729980
	Iteration 69Q: 3 clusters Score -2994210 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -2994227.500000 Penalty: 5024.729980
	Iteration 70Q: 3 clusters Score -2994228 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4880 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -2994229.500000 Penalty: 5024.729980
	Iteration 71Q: 3 clusters Score -2994230 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 20247 members 
Entering Unmasked Estep 
Score: -2994236.000000 Penalty: 5024.729980
	Iteration 72Q: 3 clusters Score -2994236 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4820 members 
Mstep: Class 2 contains 20277 members 
Entering Unmasked Estep 
Score: -2994237.000000 Penalty: 5024.729980
	Iteration 73Q: 3 clusters Score -2994237 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 20303 members 
Entering Unmasked Estep 
Score: -2994242.000000 Penalty: 5024.729980
	Iteration 74Q: 3 clusters Score -2994242 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -2994241.750000 Penalty: 5024.729980
	Iteration 75Q: 3 clusters Score -2994242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4751 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -2994247.000000 Penalty: 5024.729980
	Iteration 76Q: 3 clusters Score -2994247 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -2994253.500000 Penalty: 5024.729980
	Iteration 77Q: 3 clusters Score -2994254 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4732 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -2994252.250000 Penalty: 5024.729980
	Iteration 78Q: 3 clusters Score -2994252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -2994256.500000 Penalty: 5024.729980
	Iteration 79Q: 3 clusters Score -2994256 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -2994265.250000 Penalty: 5024.729980
	Iteration 80F: 3 clusters Score -2994265 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -2994258.000000 Penalty: 5024.729980
	Iteration 81Q: 3 clusters Score -2994258 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4664 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -2994260.500000 Penalty: 5024.729980
	Iteration 82Q: 3 clusters Score -2994260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -2994261.500000 Penalty: 5024.729980
	Iteration 83Q: 3 clusters Score -2994262 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4622 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -2994256.750000 Penalty: 5024.729980
	Iteration 84Q: 3 clusters Score -2994257 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 20500 members 
Entering Unmasked Estep 
Score: -2994267.250000 Penalty: 5024.729980
	Iteration 85Q: 3 clusters Score -2994267 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4571 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -2994264.000000 Penalty: 5024.729980
	Iteration 86Q: 3 clusters Score -2994264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -2994270.500000 Penalty: 5024.729980
	Iteration 87Q: 3 clusters Score -2994270 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -2994278.000000 Penalty: 5024.729980
	Iteration 88Q: 3 clusters Score -2994278 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 20629 members 
Entering Unmasked Estep 
Score: -2994274.250000 Penalty: 5024.729980
	Iteration 89Q: 3 clusters Score -2994274 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -2994284.750000 Penalty: 5024.729980
	Iteration 90Q: 3 clusters Score -2994285 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 20714 members 
Entering Unmasked Estep 
Score: -2994292.750000 Penalty: 5024.729980
	Iteration 91Q: 3 clusters Score -2994293 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4337 members 
Mstep: Class 2 contains 20760 members 
Entering Unmasked Estep 
Score: -2994303.750000 Penalty: 5024.729980
	Iteration 92Q: 3 clusters Score -2994304 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -2994314.500000 Penalty: 5024.729980
	Iteration 93Q: 3 clusters Score -2994314 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 20831 members 
Entering Unmasked Estep 
Score: -2994321.250000 Penalty: 5024.729980
	Iteration 94Q: 3 clusters Score -2994321 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -2994324.250000 Penalty: 5024.729980
	Iteration 95Q: 3 clusters Score -2994324 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -2994327.250000 Penalty: 5024.729980
	Iteration 96Q: 3 clusters Score -2994327 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 20924 members 
Entering Unmasked Estep 
Score: -2994325.500000 Penalty: 5024.729980
	Iteration 97Q: 3 clusters Score -2994326 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
Score: -2994329.750000 Penalty: 5024.729980
	Iteration 98Q: 3 clusters Score -2994330 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 20991 members 
Entering Unmasked Estep 
Score: -2994340.500000 Penalty: 5024.729980
	Iteration 99Q: 3 clusters Score -2994340 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 21033 members 
Entering Unmasked Estep 
Score: -2994342.750000 Penalty: 5024.729980
	Iteration 100F: 3 clusters Score -2994343 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 21078 members 
Entering Unmasked Estep 
Score: -2994345.250000 Penalty: 5024.729980
	Iteration 101Q: 3 clusters Score -2994345 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 21112 members 
Entering Unmasked Estep 
Score: -2994354.750000 Penalty: 5024.729980
	Iteration 102Q: 3 clusters Score -2994355 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -2994361.750000 Penalty: 5024.729980
	Iteration 103Q: 3 clusters Score -2994362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -2994365.250000 Penalty: 5024.729980
	Iteration 104Q: 3 clusters Score -2994365 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -2994376.250000 Penalty: 5024.729980
	Iteration 105Q: 3 clusters Score -2994376 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 21252 members 
Entering Unmasked Estep 
Score: -2994382.250000 Penalty: 5024.729980
	Iteration 106Q: 3 clusters Score -2994382 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3815 members 
Mstep: Class 2 contains 21282 members 
Entering Unmasked Estep 
Score: -2994379.500000 Penalty: 5024.729980
	Iteration 107Q: 3 clusters Score -2994380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -2994388.500000 Penalty: 5024.729980
	Iteration 108Q: 3 clusters Score -2994388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3759 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -2994392.500000 Penalty: 5024.729980
	Iteration 109Q: 3 clusters Score -2994392 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 21371 members 
Entering Unmasked Estep 
Score: -2994400.250000 Penalty: 5024.729980
	Iteration 110Q: 3 clusters Score -2994400 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 21402 members 
Entering Unmasked Estep 
Score: -2994399.250000 Penalty: 5024.729980
	Iteration 111Q: 3 clusters Score -2994399 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3665 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -2994404.500000 Penalty: 5024.729980
	Iteration 112Q: 3 clusters Score -2994404 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -2994419.750000 Penalty: 5024.729980
	Iteration 113Q: 3 clusters Score -2994420 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 21516 members 
Entering Unmasked Estep 
Score: -2994421.750000 Penalty: 5024.729980
	Iteration 114Q: 3 clusters Score -2994422 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -2994426.750000 Penalty: 5024.729980
	Iteration 115Q: 3 clusters Score -2994427 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -2994427.000000 Penalty: 5024.729980
	Iteration 116Q: 3 clusters Score -2994427 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 21654 members 
Entering Unmasked Estep 
Score: -2994432.500000 Penalty: 5024.729980
	Iteration 117Q: 3 clusters Score -2994432 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3394 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -2994452.750000 Penalty: 5024.729980
	Iteration 118Q: 3 clusters Score -2994453 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -2994459.000000 Penalty: 5024.729980
	Iteration 119Q: 3 clusters Score -2994459 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -2994480.750000 Penalty: 5024.729980
	Iteration 120F: 3 clusters Score -2994481 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 21847 members 
Entering Unmasked Estep 
Score: -2994483.500000 Penalty: 5024.729980
	Iteration 121Q: 3 clusters Score -2994484 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 21896 members 
Entering Unmasked Estep 
Score: -2994508.250000 Penalty: 5024.729980
	Iteration 122Q: 3 clusters Score -2994508 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 21943 members 
Entering Unmasked Estep 
Score: -2994507.750000 Penalty: 5024.729980
	Iteration 123Q: 3 clusters Score -2994508 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -2994515.250000 Penalty: 5024.729980
	Iteration 124Q: 3 clusters Score -2994515 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 22018 members 
Entering Unmasked Estep 
Score: -2994528.750000 Penalty: 5024.729980
	Iteration 125Q: 3 clusters Score -2994529 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -2994534.750000 Penalty: 5024.729980
	Iteration 126Q: 3 clusters Score -2994535 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 22076 members 
Entering Unmasked Estep 
Score: -2994538.500000 Penalty: 5024.729980
	Iteration 127Q: 3 clusters Score -2994538 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 22101 members 
Entering Unmasked Estep 
Score: -2994537.250000 Penalty: 5024.729980
	Iteration 128Q: 3 clusters Score -2994537 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -2994540.000000 Penalty: 5024.729980
	Iteration 129Q: 3 clusters Score -2994540 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
Score: -2994540.750000 Penalty: 5024.729980
	Iteration 130Q: 3 clusters Score -2994541 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -2994546.500000 Penalty: 5024.729980
	Iteration 131Q: 3 clusters Score -2994546 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 22175 members 
Entering Unmasked Estep 
Score: -2994546.750000 Penalty: 5024.729980
	Iteration 132Q: 3 clusters Score -2994547 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -2994556.000000 Penalty: 5024.729980
	Iteration 133Q: 3 clusters Score -2994556 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -2994563.000000 Penalty: 5024.729980
	Iteration 134Q: 3 clusters Score -2994563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2844 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -2994582.500000 Penalty: 5024.729980
	Iteration 135Q: 3 clusters Score -2994582 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 22279 members 
Entering Unmasked Estep 
Score: -2994584.000000 Penalty: 5024.729980
	Iteration 136Q: 3 clusters Score -2994584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2793 members 
Mstep: Class 2 contains 22304 members 
Entering Unmasked Estep 
Score: -2994584.000000 Penalty: 5024.729980
	Iteration 137Q: 3 clusters Score -2994584 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 22324 members 
Entering Unmasked Estep 
Score: -2994583.250000 Penalty: 5024.729980
	Iteration 138Q: 3 clusters Score -2994583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2755 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -2994585.000000 Penalty: 5024.729980
	Iteration 139Q: 3 clusters Score -2994585 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -2994591.750000 Penalty: 5024.729980
	Iteration 140F: 3 clusters Score -2994592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -2994600.500000 Penalty: 5024.729980
	Iteration 141Q: 3 clusters Score -2994600 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -2994606.750000 Penalty: 5024.729980
	Iteration 142Q: 3 clusters Score -2994607 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 22441 members 
Entering Unmasked Estep 
Score: -2994617.000000 Penalty: 5024.729980
	Iteration 143Q: 3 clusters Score -2994617 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 22471 members 
Entering Unmasked Estep 
Score: -2994628.250000 Penalty: 5024.729980
	Iteration 144Q: 3 clusters Score -2994628 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 22496 members 
Entering Unmasked Estep 
Score: -2994637.750000 Penalty: 5024.729980
	Iteration 145Q: 3 clusters Score -2994638 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -2994636.250000 Penalty: 5024.729980
	Iteration 146Q: 3 clusters Score -2994636 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 22553 members 
Entering Unmasked Estep 
Score: -2994639.500000 Penalty: 5024.729980
	Iteration 147Q: 3 clusters Score -2994640 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -2994643.500000 Penalty: 5024.729980
	Iteration 148Q: 3 clusters Score -2994644 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -2994653.000000 Penalty: 5024.729980
	Iteration 149Q: 3 clusters Score -2994653 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -2994652.750000 Penalty: 5024.729980
	Iteration 150Q: 3 clusters Score -2994653 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -2994675.000000 Penalty: 5024.729980
	Iteration 151Q: 3 clusters Score -2994675 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 22702 members 
Entering Unmasked Estep 
Score: -2994669.250000 Penalty: 5024.729980
	Iteration 152Q: 3 clusters Score -2994669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 22725 members 
Entering Unmasked Estep 
Score: -2994681.500000 Penalty: 5024.729980
	Iteration 153Q: 3 clusters Score -2994682 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 22746 members 
Entering Unmasked Estep 
Score: -2994687.750000 Penalty: 5024.729980
	Iteration 154Q: 3 clusters Score -2994688 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -2994686.250000 Penalty: 5024.729980
	Iteration 155Q: 3 clusters Score -2994686 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -2994686.750000 Penalty: 5024.729980
	Iteration 156Q: 3 clusters Score -2994687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -2994691.750000 Penalty: 5024.729980
	Iteration 157Q: 3 clusters Score -2994692 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 22827 members 
Entering Unmasked Estep 
Score: -2994695.250000 Penalty: 5024.729980
	Iteration 158Q: 3 clusters Score -2994695 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 22849 members 
Entering Unmasked Estep 
Score: -2994699.000000 Penalty: 5024.729980
	Iteration 159Q: 3 clusters Score -2994699 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -2994705.250000 Penalty: 5024.729980
	Iteration 160F: 3 clusters Score -2994705 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -2994704.500000 Penalty: 5024.729980
	Iteration 161Q: 3 clusters Score -2994704 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -2994707.750000 Penalty: 5024.729980
	Iteration 162Q: 3 clusters Score -2994708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -2994709.250000 Penalty: 5024.729980
	Iteration 163Q: 3 clusters Score -2994709 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -2994718.000000 Penalty: 5024.729980
	Iteration 164Q: 3 clusters Score -2994718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -2994720.750000 Penalty: 5024.729980
	Iteration 165Q: 3 clusters Score -2994721 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -2994715.250000 Penalty: 5024.729980
	Iteration 166Q: 3 clusters Score -2994715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -2994735.000000 Penalty: 5024.729980
	Iteration 167Q: 3 clusters Score -2994735 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -2994746.500000 Penalty: 5024.729980
	Iteration 168Q: 3 clusters Score -2994746 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -2994754.750000 Penalty: 5024.729980
	Iteration 169Q: 3 clusters Score -2994755 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -2994761.750000 Penalty: 5024.729980
	Iteration 170Q: 3 clusters Score -2994762 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 23068 members 
Entering Unmasked Estep 
Score: -2994762.500000 Penalty: 5024.729980
	Iteration 171Q: 3 clusters Score -2994762 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -2994763.250000 Penalty: 5024.729980
	Iteration 172Q: 3 clusters Score -2994763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -2994766.750000 Penalty: 5024.729980
	Iteration 173Q: 3 clusters Score -2994767 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -2994766.500000 Penalty: 5024.729980
	Iteration 174Q: 3 clusters Score -2994766 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1976 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -2994773.000000 Penalty: 5024.729980
	Iteration 175Q: 3 clusters Score -2994773 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -2994777.000000 Penalty: 5024.729980
	Iteration 176Q: 3 clusters Score -2994777 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -2994770.750000 Penalty: 5024.729980
	Iteration 177Q: 3 clusters Score -2994771 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -2994772.000000 Penalty: 5024.729980
	Iteration 178Q: 3 clusters Score -2994772 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -2994781.250000 Penalty: 5024.729980
	Iteration 179Q: 3 clusters Score -2994781 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 23171 members 
Entering Unmasked Estep 
Score: -2994774.000000 Penalty: 5024.729980
	Iteration 180F: 3 clusters Score -2994774 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 23178 members 
Entering Unmasked Estep 
Score: -2994782.500000 Penalty: 5024.729980
	Iteration 181Q: 3 clusters Score -2994782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -2994785.500000 Penalty: 5024.729980
	Iteration 182Q: 3 clusters Score -2994786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -2994781.750000 Penalty: 5024.729980
	Iteration 183Q: 3 clusters Score -2994782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -2994794.250000 Penalty: 5024.729980
	Iteration 184Q: 3 clusters Score -2994794 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -2994785.250000 Penalty: 5024.729980
	Iteration 185Q: 3 clusters Score -2994785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -2994797.750000 Penalty: 5024.729980
	Iteration 186Q: 3 clusters Score -2994798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -2994794.250000 Penalty: 5024.729980
	Iteration 187Q: 3 clusters Score -2994794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -2994792.750000 Penalty: 5024.729980
	Iteration 188Q: 3 clusters Score -2994793 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -2994791.750000 Penalty: 5024.729980
	Iteration 189Q: 3 clusters Score -2994792 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1857 members 
Mstep: Class 2 contains 23240 members 
Entering Unmasked Estep 
Score: -2994794.000000 Penalty: 5024.729980
	Iteration 190Q: 3 clusters Score -2994794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 23245 members 
Entering Unmasked Estep 
Score: -2994795.000000 Penalty: 5024.729980
	Iteration 191Q: 3 clusters Score -2994795 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 23254 members 
Entering Unmasked Estep 
Score: -2994801.500000 Penalty: 5024.729980
	Iteration 192Q: 3 clusters Score -2994802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -2994803.500000 Penalty: 5024.729980
	Iteration 193Q: 3 clusters Score -2994804 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 23267 members 
Entering Unmasked Estep 
Score: -2994811.000000 Penalty: 5024.729980
	Iteration 194Q: 3 clusters Score -2994811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 23271 members 
Entering Unmasked Estep 
Score: -2994805.750000 Penalty: 5024.729980
	Iteration 195Q: 3 clusters Score -2994806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -2994812.500000 Penalty: 5024.729980
	Iteration 196Q: 3 clusters Score -2994812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -2994812.250000 Penalty: 5024.729980
	Iteration 197Q: 3 clusters Score -2994812 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 23290 members 
Entering Unmasked Estep 
Score: -2994810.250000 Penalty: 5024.729980
	Iteration 198Q: 3 clusters Score -2994810 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -2994808.250000 Penalty: 5024.729980
	Iteration 199Q: 3 clusters Score -2994808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -2994810.250000 Penalty: 5024.729980
	Iteration 200F: 3 clusters Score -2994810 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2994812.500000 Penalty: 5024.729980
	Iteration 201Q: 3 clusters Score -2994812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -2994812.500000 Penalty: 5024.729980
	Iteration 202F: 3 clusters Score -2994812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (197696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197696 members 
Entering Unmasked Estep 
Score: -23284136.000000 Penalty: 3024.232422
	Iteration 0F: 2 clusters Score -2.328414e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98765 members 
Mstep: Class 2 contains 98931 members 
Entering Unmasked Estep 
Score: -23153864.000000 Penalty: 6048.464844
	Iteration 0F: 3 clusters Score -2.315386e+07 nChanged 94985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95990 members 
Mstep: Class 2 contains 101706 members 
Entering Unmasked Estep 
Score: -23210102.000000 Penalty: 6048.464844
	Iteration 1F: 3 clusters Score -2.32101e+07 nChanged 5490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94354 members 
Mstep: Class 2 contains 103342 members 
Entering Unmasked Estep 
Score: -23211118.000000 Penalty: 6048.464844
	Iteration 2Q: 3 clusters Score -2.321112e+07 nChanged 5631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91823 members 
Mstep: Class 2 contains 105873 members 
Entering Unmasked Estep 
Score: -23212266.000000 Penalty: 6048.464844
	Iteration 3Q: 3 clusters Score -2.321227e+07 nChanged 6112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88057 members 
Mstep: Class 2 contains 109639 members 
Entering Unmasked Estep 
Score: -23213714.000000 Penalty: 6048.464844
	Iteration 4Q: 3 clusters Score -2.321371e+07 nChanged 7340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82357 members 
Mstep: Class 2 contains 115339 members 
Entering Unmasked Estep 
Score: -23216074.000000 Penalty: 6048.464844
	Iteration 5Q: 3 clusters Score -2.321607e+07 nChanged 9659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73862 members 
Mstep: Class 2 contains 123834 members 
Entering Unmasked Estep 
Score: -23220508.000000 Penalty: 6048.464844
	Iteration 6Q: 3 clusters Score -2.322051e+07 nChanged 12771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61781 members 
Mstep: Class 2 contains 135915 members 
Entering Unmasked Estep 
Score: -23228802.000000 Penalty: 6048.464844
	Iteration 7F: 3 clusters Score -2.32288e+07 nChanged 15870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 151309 members 
Entering Unmasked Estep 
Score: -23241530.000000 Penalty: 6048.464844
	Iteration 8F: 3 clusters Score -2.324153e+07 nChanged 16945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 167906 members 
Entering Unmasked Estep 
Score: -23256938.000000 Penalty: 6048.464844
	Iteration 9F: 3 clusters Score -2.325694e+07 nChanged 13885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16095 members 
Mstep: Class 2 contains 181601 members 
Entering Unmasked Estep 
Score: -23270014.000000 Penalty: 6048.464844
	Iteration 10F: 3 clusters Score -2.327001e+07 nChanged 8132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8055 members 
Mstep: Class 2 contains 189641 members 
Entering Unmasked Estep 
Score: -23277354.000000 Penalty: 6048.464844
	Iteration 11Q: 3 clusters Score -2.327735e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 193209 members 
Entering Unmasked Estep 
Score: -23280444.000000 Penalty: 6048.464844
	Iteration 12Q: 3 clusters Score -2.328044e+07 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 194627 members 
Entering Unmasked Estep 
Score: -23281698.000000 Penalty: 6048.464844
	Iteration 13Q: 3 clusters Score -2.32817e+07 nChanged 904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 195121 members 
Entering Unmasked Estep 
Score: -23282372.000000 Penalty: 6048.464844
	Iteration 14Q: 3 clusters Score -2.328237e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 195283 members 
Entering Unmasked Estep 
Score: -23282656.000000 Penalty: 6048.464844
	Iteration 15Q: 3 clusters Score -2.328266e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 195312 members 
Entering Unmasked Estep 
Score: -23282888.000000 Penalty: 6048.464844
	Iteration 16Q: 3 clusters Score -2.328289e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 195316 members 
Entering Unmasked Estep 
Score: -23283090.000000 Penalty: 6048.464844
	Iteration 17Q: 3 clusters Score -2.328309e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 195298 members 
Entering Unmasked Estep 
Score: -23283154.000000 Penalty: 6048.464844
	Iteration 18Q: 3 clusters Score -2.328315e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 195296 members 
Entering Unmasked Estep 
Score: -23283218.000000 Penalty: 6048.464844
	Iteration 19Q: 3 clusters Score -2.328322e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 195268 members 
Entering Unmasked Estep 
Score: -23283280.000000 Penalty: 6048.464844
	Iteration 20F: 3 clusters Score -2.328328e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 195241 members 
Entering Unmasked Estep 
Score: -23283316.000000 Penalty: 6048.464844
	Iteration 21Q: 3 clusters Score -2.328332e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Mstep: Class 2 contains 195209 members 
Entering Unmasked Estep 
Score: -23283400.000000 Penalty: 6048.464844
	Iteration 22Q: 3 clusters Score -2.32834e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 195174 members 
Entering Unmasked Estep 
Score: -23283450.000000 Penalty: 6048.464844
	Iteration 23Q: 3 clusters Score -2.328345e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 195152 members 
Entering Unmasked Estep 
Score: -23283464.000000 Penalty: 6048.464844
	Iteration 24Q: 3 clusters Score -2.328346e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 195125 members 
Entering Unmasked Estep 
Score: -23283550.000000 Penalty: 6048.464844
	Iteration 25Q: 3 clusters Score -2.328355e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 195093 members 
Entering Unmasked Estep 
Score: -23283534.000000 Penalty: 6048.464844
	Iteration 26Q: 3 clusters Score -2.328353e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 195053 members 
Entering Unmasked Estep 
Score: -23283552.000000 Penalty: 6048.464844
	Iteration 27Q: 3 clusters Score -2.328355e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 195021 members 
Entering Unmasked Estep 
Score: -23283570.000000 Penalty: 6048.464844
	Iteration 28Q: 3 clusters Score -2.328357e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 194992 members 
Entering Unmasked Estep 
Score: -23283576.000000 Penalty: 6048.464844
	Iteration 29Q: 3 clusters Score -2.328358e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 194974 members 
Entering Unmasked Estep 
Score: -23283620.000000 Penalty: 6048.464844
	Iteration 30Q: 3 clusters Score -2.328362e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2758 members 
Mstep: Class 2 contains 194938 members 
Entering Unmasked Estep 
Score: -23283576.000000 Penalty: 6048.464844
	Iteration 31Q: 3 clusters Score -2.328358e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 194906 members 
Entering Unmasked Estep 
Score: -23283554.000000 Penalty: 6048.464844
	Iteration 32Q: 3 clusters Score -2.328355e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 194859 members 
Entering Unmasked Estep 
Score: -23283524.000000 Penalty: 6048.464844
	Iteration 33Q: 3 clusters Score -2.328352e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 194827 members 
Entering Unmasked Estep 
Score: -23283550.000000 Penalty: 6048.464844
	Iteration 34Q: 3 clusters Score -2.328355e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2896 members 
Mstep: Class 2 contains 194800 members 
Entering Unmasked Estep 
Score: -23283560.000000 Penalty: 6048.464844
	Iteration 35Q: 3 clusters Score -2.328356e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 194772 members 
Entering Unmasked Estep 
Score: -23283566.000000 Penalty: 6048.464844
	Iteration 36Q: 3 clusters Score -2.328357e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2958 members 
Mstep: Class 2 contains 194738 members 
Entering Unmasked Estep 
Score: -23283600.000000 Penalty: 6048.464844
	Iteration 37Q: 3 clusters Score -2.32836e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3008 members 
Mstep: Class 2 contains 194688 members 
Entering Unmasked Estep 
Score: -23283620.000000 Penalty: 6048.464844
	Iteration 38Q: 3 clusters Score -2.328362e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 194633 members 
Entering Unmasked Estep 
Score: -23283648.000000 Penalty: 6048.464844
	Iteration 39Q: 3 clusters Score -2.328365e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 194592 members 
Entering Unmasked Estep 
Score: -23283700.000000 Penalty: 6048.464844
	Iteration 40F: 3 clusters Score -2.32837e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 194551 members 
Entering Unmasked Estep 
Score: -23283742.000000 Penalty: 6048.464844
	Iteration 41Q: 3 clusters Score -2.328374e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 194520 members 
Entering Unmasked Estep 
Score: -23283754.000000 Penalty: 6048.464844
	Iteration 42Q: 3 clusters Score -2.328375e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 194491 members 
Entering Unmasked Estep 
Score: -23283778.000000 Penalty: 6048.464844
	Iteration 43Q: 3 clusters Score -2.328378e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 194464 members 
Entering Unmasked Estep 
Score: -23283820.000000 Penalty: 6048.464844
	Iteration 44Q: 3 clusters Score -2.328382e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 194441 members 
Entering Unmasked Estep 
Score: -23283822.000000 Penalty: 6048.464844
	Iteration 45Q: 3 clusters Score -2.328382e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3302 members 
Mstep: Class 2 contains 194394 members 
Entering Unmasked Estep 
Score: -23283798.000000 Penalty: 6048.464844
	Iteration 46Q: 3 clusters Score -2.32838e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 194364 members 
Entering Unmasked Estep 
Score: -23283866.000000 Penalty: 6048.464844
	Iteration 47Q: 3 clusters Score -2.328387e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 194331 members 
Entering Unmasked Estep 
Score: -23283864.000000 Penalty: 6048.464844
	Iteration 48Q: 3 clusters Score -2.328386e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 194306 members 
Entering Unmasked Estep 
Score: -23283872.000000 Penalty: 6048.464844
	Iteration 49Q: 3 clusters Score -2.328387e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 194271 members 
Entering Unmasked Estep 
Score: -23283868.000000 Penalty: 6048.464844
	Iteration 50Q: 3 clusters Score -2.328387e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 194248 members 
Entering Unmasked Estep 
Score: -23283864.000000 Penalty: 6048.464844
	Iteration 51Q: 3 clusters Score -2.328386e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Mstep: Class 2 contains 194222 members 
Entering Unmasked Estep 
Score: -23283876.000000 Penalty: 6048.464844
	Iteration 52Q: 3 clusters Score -2.328388e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3484 members 
Mstep: Class 2 contains 194212 members 
Entering Unmasked Estep 
Score: -23283858.000000 Penalty: 6048.464844
	Iteration 53Q: 3 clusters Score -2.328386e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 194196 members 
Entering Unmasked Estep 
Score: -23283878.000000 Penalty: 6048.464844
	Iteration 54Q: 3 clusters Score -2.328388e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 194187 members 
Entering Unmasked Estep 
Score: -23283854.000000 Penalty: 6048.464844
	Iteration 55Q: 3 clusters Score -2.328385e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 194172 members 
Entering Unmasked Estep 
Score: -23283876.000000 Penalty: 6048.464844
	Iteration 56Q: 3 clusters Score -2.328388e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 194161 members 
Entering Unmasked Estep 
Score: -23283904.000000 Penalty: 6048.464844
	Iteration 57Q: 3 clusters Score -2.32839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 194154 members 
Entering Unmasked Estep 
Score: -23283916.000000 Penalty: 6048.464844
	Iteration 58Q: 3 clusters Score -2.328392e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 194148 members 
Entering Unmasked Estep 
Score: -23283896.000000 Penalty: 6048.464844
	Iteration 59Q: 3 clusters Score -2.32839e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 194150 members 
Entering Unmasked Estep 
Score: -23283902.000000 Penalty: 6048.464844
	Iteration 60F: 3 clusters Score -2.32839e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 194143 members 
Entering Unmasked Estep 
Score: -23283908.000000 Penalty: 6048.464844
	Iteration 61Q: 3 clusters Score -2.328391e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 194132 members 
Entering Unmasked Estep 
Score: -23283906.000000 Penalty: 6048.464844
	Iteration 62Q: 3 clusters Score -2.328391e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 194123 members 
Entering Unmasked Estep 
Score: -23283888.000000 Penalty: 6048.464844
	Iteration 63Q: 3 clusters Score -2.328389e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 194112 members 
Entering Unmasked Estep 
Score: -23283908.000000 Penalty: 6048.464844
	Iteration 64Q: 3 clusters Score -2.328391e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 194108 members 
Entering Unmasked Estep 
Score: -23283904.000000 Penalty: 6048.464844
	Iteration 65Q: 3 clusters Score -2.32839e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 194105 members 
Entering Unmasked Estep 
Score: -23283900.000000 Penalty: 6048.464844
	Iteration 66Q: 3 clusters Score -2.32839e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 194103 members 
Entering Unmasked Estep 
Score: -23283912.000000 Penalty: 6048.464844
	Iteration 67Q: 3 clusters Score -2.328391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 194101 members 
Entering Unmasked Estep 
Score: -23283914.000000 Penalty: 6048.464844
	Iteration 68Q: 3 clusters Score -2.328391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 194099 members 
Entering Unmasked Estep 
Score: -23283910.000000 Penalty: 6048.464844
	Iteration 69Q: 3 clusters Score -2.328391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 194095 members 
Entering Unmasked Estep 
Score: -23283928.000000 Penalty: 6048.464844
	Iteration 70Q: 3 clusters Score -2.328393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 194088 members 
Entering Unmasked Estep 
Score: -23283926.000000 Penalty: 6048.464844
	Iteration 71Q: 3 clusters Score -2.328393e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 194082 members 
Entering Unmasked Estep 
Score: -23283914.000000 Penalty: 6048.464844
	Iteration 72Q: 3 clusters Score -2.328391e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 194077 members 
Entering Unmasked Estep 
Score: -23283926.000000 Penalty: 6048.464844
	Iteration 73Q: 3 clusters Score -2.328393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 194070 members 
Entering Unmasked Estep 
Score: -23283940.000000 Penalty: 6048.464844
	Iteration 74Q: 3 clusters Score -2.328394e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 194060 members 
Entering Unmasked Estep 
Score: -23283934.000000 Penalty: 6048.464844
	Iteration 75Q: 3 clusters Score -2.328393e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 194050 members 
Entering Unmasked Estep 
Score: -23283938.000000 Penalty: 6048.464844
	Iteration 76Q: 3 clusters Score -2.328394e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 194039 members 
Entering Unmasked Estep 
Score: -23283934.000000 Penalty: 6048.464844
	Iteration 77Q: 3 clusters Score -2.328393e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 194028 members 
Entering Unmasked Estep 
Score: -23283944.000000 Penalty: 6048.464844
	Iteration 78Q: 3 clusters Score -2.328394e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3681 members 
Mstep: Class 2 contains 194015 members 
Entering Unmasked Estep 
Score: -23283938.000000 Penalty: 6048.464844
	Iteration 79Q: 3 clusters Score -2.328394e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 194008 members 
Entering Unmasked Estep 
Score: -23283928.000000 Penalty: 6048.464844
	Iteration 80F: 3 clusters Score -2.328393e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3691 members 
Mstep: Class 2 contains 194005 members 
Entering Unmasked Estep 
Score: -23283912.000000 Penalty: 6048.464844
	Iteration 81Q: 3 clusters Score -2.328391e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 193999 members 
Entering Unmasked Estep 
Score: -23283928.000000 Penalty: 6048.464844
	Iteration 82Q: 3 clusters Score -2.328393e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 193990 members 
Entering Unmasked Estep 
Score: -23283924.000000 Penalty: 6048.464844
	Iteration 83Q: 3 clusters Score -2.328392e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 193986 members 
Entering Unmasked Estep 
Score: -23283950.000000 Penalty: 6048.464844
	Iteration 84Q: 3 clusters Score -2.328395e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 193979 members 
Entering Unmasked Estep 
Score: -23283958.000000 Penalty: 6048.464844
	Iteration 85Q: 3 clusters Score -2.328396e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 193975 members 
Entering Unmasked Estep 
Score: -23283960.000000 Penalty: 6048.464844
	Iteration 86Q: 3 clusters Score -2.328396e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3728 members 
Mstep: Class 2 contains 193968 members 
Entering Unmasked Estep 
Score: -23283968.000000 Penalty: 6048.464844
	Iteration 87Q: 3 clusters Score -2.328397e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 193960 members 
Entering Unmasked Estep 
Score: -23283972.000000 Penalty: 6048.464844
	Iteration 88Q: 3 clusters Score -2.328397e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 193950 members 
Entering Unmasked Estep 
Score: -23283966.000000 Penalty: 6048.464844
	Iteration 89Q: 3 clusters Score -2.328397e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 193943 members 
Entering Unmasked Estep 
Score: -23283970.000000 Penalty: 6048.464844
	Iteration 90Q: 3 clusters Score -2.328397e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 193932 members 
Entering Unmasked Estep 
Score: -23283964.000000 Penalty: 6048.464844
	Iteration 91Q: 3 clusters Score -2.328396e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 193920 members 
Entering Unmasked Estep 
Score: -23283958.000000 Penalty: 6048.464844
	Iteration 92Q: 3 clusters Score -2.328396e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 193907 members 
Entering Unmasked Estep 
Score: -23283952.000000 Penalty: 6048.464844
	Iteration 93Q: 3 clusters Score -2.328395e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 193889 members 
Entering Unmasked Estep 
Score: -23283958.000000 Penalty: 6048.464844
	Iteration 94Q: 3 clusters Score -2.328396e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 193875 members 
Entering Unmasked Estep 
Score: -23283962.000000 Penalty: 6048.464844
	Iteration 95Q: 3 clusters Score -2.328396e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 193869 members 
Entering Unmasked Estep 
Score: -23283962.000000 Penalty: 6048.464844
	Iteration 96Q: 3 clusters Score -2.328396e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 193854 members 
Entering Unmasked Estep 
Score: -23283978.000000 Penalty: 6048.464844
	Iteration 97Q: 3 clusters Score -2.328398e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 193843 members 
Entering Unmasked Estep 
Score: -23283970.000000 Penalty: 6048.464844
	Iteration 98Q: 3 clusters Score -2.328397e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 193827 members 
Entering Unmasked Estep 
Score: -23284024.000000 Penalty: 6048.464844
	Iteration 99Q: 3 clusters Score -2.328402e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 193807 members 
Entering Unmasked Estep 
Score: -23283998.000000 Penalty: 6048.464844
	Iteration 100F: 3 clusters Score -2.3284e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 193796 members 
Entering Unmasked Estep 
Score: -23283990.000000 Penalty: 6048.464844
	Iteration 101Q: 3 clusters Score -2.328399e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 193784 members 
Entering Unmasked Estep 
Score: -23284004.000000 Penalty: 6048.464844
	Iteration 102Q: 3 clusters Score -2.3284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 193774 members 
Entering Unmasked Estep 
Score: -23284024.000000 Penalty: 6048.464844
	Iteration 103Q: 3 clusters Score -2.328402e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 193766 members 
Entering Unmasked Estep 
Score: -23284020.000000 Penalty: 6048.464844
	Iteration 104Q: 3 clusters Score -2.328402e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 193758 members 
Entering Unmasked Estep 
Score: -23284018.000000 Penalty: 6048.464844
	Iteration 105Q: 3 clusters Score -2.328402e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 193748 members 
Entering Unmasked Estep 
Score: -23284026.000000 Penalty: 6048.464844
	Iteration 106Q: 3 clusters Score -2.328403e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 193742 members 
Entering Unmasked Estep 
Score: -23284044.000000 Penalty: 6048.464844
	Iteration 107Q: 3 clusters Score -2.328404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 193734 members 
Entering Unmasked Estep 
Score: -23284044.000000 Penalty: 6048.464844
	Iteration 108Q: 3 clusters Score -2.328404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 193726 members 
Entering Unmasked Estep 
Score: -23284038.000000 Penalty: 6048.464844
	Iteration 109Q: 3 clusters Score -2.328404e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 193718 members 
Entering Unmasked Estep 
Score: -23284048.000000 Penalty: 6048.464844
	Iteration 110Q: 3 clusters Score -2.328405e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 193711 members 
Entering Unmasked Estep 
Score: -23284066.000000 Penalty: 6048.464844
	Iteration 111Q: 3 clusters Score -2.328407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 193708 members 
Entering Unmasked Estep 
Score: -23284054.000000 Penalty: 6048.464844
	Iteration 112Q: 3 clusters Score -2.328405e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 193698 members 
Entering Unmasked Estep 
Score: -23284058.000000 Penalty: 6048.464844
	Iteration 113Q: 3 clusters Score -2.328406e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4003 members 
Mstep: Class 2 contains 193693 members 
Entering Unmasked Estep 
Score: -23284046.000000 Penalty: 6048.464844
	Iteration 114Q: 3 clusters Score -2.328405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 193687 members 
Entering Unmasked Estep 
Score: -23284048.000000 Penalty: 6048.464844
	Iteration 115Q: 3 clusters Score -2.328405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 193683 members 
Entering Unmasked Estep 
Score: -23284054.000000 Penalty: 6048.464844
	Iteration 116Q: 3 clusters Score -2.328405e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 193677 members 
Entering Unmasked Estep 
Score: -23284070.000000 Penalty: 6048.464844
	Iteration 117Q: 3 clusters Score -2.328407e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4024 members 
Mstep: Class 2 contains 193672 members 
Entering Unmasked Estep 
Score: -23284048.000000 Penalty: 6048.464844
	Iteration 118Q: 3 clusters Score -2.328405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 193670 members 
Entering Unmasked Estep 
Score: -23284044.000000 Penalty: 6048.464844
	Iteration 119Q: 3 clusters Score -2.328404e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 193665 members 
Entering Unmasked Estep 
Score: -23284060.000000 Penalty: 6048.464844
	Iteration 120F: 3 clusters Score -2.328406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 193662 members 
Entering Unmasked Estep 
Score: -23284052.000000 Penalty: 6048.464844
	Iteration 121Q: 3 clusters Score -2.328405e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 193653 members 
Entering Unmasked Estep 
Score: -23284044.000000 Penalty: 6048.464844
	Iteration 122Q: 3 clusters Score -2.328404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 193650 members 
Entering Unmasked Estep 
Score: -23284056.000000 Penalty: 6048.464844
	Iteration 123Q: 3 clusters Score -2.328406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 193646 members 
Entering Unmasked Estep 
Score: -23284064.000000 Penalty: 6048.464844
	Iteration 124Q: 3 clusters Score -2.328406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 193641 members 
Entering Unmasked Estep 
Score: -23284056.000000 Penalty: 6048.464844
	Iteration 125Q: 3 clusters Score -2.328406e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 193639 members 
Entering Unmasked Estep 
Score: -23284044.000000 Penalty: 6048.464844
	Iteration 126Q: 3 clusters Score -2.328404e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 193638 members 
Entering Unmasked Estep 
Score: -23284058.000000 Penalty: 6048.464844
	Iteration 127Q: 3 clusters Score -2.328406e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 193636 members 
Entering Unmasked Estep 
Score: -23284042.000000 Penalty: 6048.464844
	Iteration 128Q: 3 clusters Score -2.328404e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 193636 members 
Entering Unmasked Estep 
Score: -23284042.000000 Penalty: 6048.464844
	Iteration 129F: 3 clusters Score -2.328404e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Entering Unmasked Estep 
Score: -195416.640625 Penalty: 1942.929321
	Iteration 0F: 2 clusters Score -195416.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -192513.171875 Penalty: 3885.858643
	Iteration 0F: 3 clusters Score -192513.2 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -193248.984375 Penalty: 3885.858643
	Iteration 1F: 3 clusters Score -193249 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1419 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -193521.421875 Penalty: 3885.858643
	Iteration 2F: 3 clusters Score -193521.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -193767.406250 Penalty: 3885.858643
	Iteration 3F: 3 clusters Score -193767.4 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -194077.328125 Penalty: 3885.858643
	Iteration 4F: 3 clusters Score -194077.3 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -194419.078125 Penalty: 3885.858643
	Iteration 5F: 3 clusters Score -194419.1 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -194771.421875 Penalty: 3885.858643
	Iteration 6F: 3 clusters Score -194771.4 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -195078.656250 Penalty: 3885.858643
	Iteration 7F: 3 clusters Score -195078.7 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -195292.078125 Penalty: 3885.858643
	Iteration 8Q: 3 clusters Score -195292.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -195422.765625 Penalty: 3885.858643
	Iteration 9Q: 3 clusters Score -195422.8 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -195506.093750 Penalty: 3885.858643
	Iteration 10Q: 3 clusters Score -195506.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -195550.218750 Penalty: 3885.858643
	Iteration 11Q: 3 clusters Score -195550.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -195584.234375 Penalty: 3885.858643
	Iteration 12Q: 3 clusters Score -195584.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -195596.734375 Penalty: 3885.858643
	Iteration 13Q: 3 clusters Score -195596.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -195615.718750 Penalty: 3885.858643
	Iteration 14Q: 3 clusters Score -195615.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -195644.937500 Penalty: 3885.858643
	Iteration 15Q: 3 clusters Score -195644.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -195705.531250 Penalty: 3885.858643
	Iteration 16Q: 3 clusters Score -195705.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -195715.593750 Penalty: 3885.858643
	Iteration 17Q: 3 clusters Score -195715.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -195719.093750 Penalty: 3885.858643
	Iteration 18Q: 3 clusters Score -195719.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -195723.140625 Penalty: 3885.858643
	Iteration 19Q: 3 clusters Score -195723.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -195726.109375 Penalty: 3885.858643
	Iteration 20F: 3 clusters Score -195726.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -195726.796875 Penalty: 3885.858643
	Iteration 21Q: 3 clusters Score -195726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -195726.796875 Penalty: 3885.858643
	Iteration 22F: 3 clusters Score -195726.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 151470 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20442 members 
Mstep: Class 6 contains 75106 members 
Mstep: Class 7 contains 54849 members 
Mstep: Class 8 contains 24215 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 166707 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 231507 members 
Mstep: Class 13 contains 25097 members 
Mstep: Class 14 contains 197696 members 
Mstep: Class 15 contains 1291 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 19215 members 
Mstep: Class 19 contains 234066 members 
Mstep: Class 20 contains 8258 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8759 members 
Mstep: Class 24 contains 81672 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 6904 members 
Mstep: Class 29 contains 1235 members 
Entering Unmasked Estep 
Score: -161448720.000000 Penalty: 101876.304688
Splitting cluster 15 changes total score from -161455488.000000 to -161448720.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 16 (23162 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Entering Unmasked Estep 
Score: -2776077.750000 Penalty: 2492.466553
	Iteration 0F: 2 clusters Score -2776078 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -2759788.000000 Penalty: 4984.933105
	Iteration 0F: 3 clusters Score -2759788 nChanged 10367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -2765413.750000 Penalty: 4984.933105
	Iteration 1F: 3 clusters Score -2765414 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 12311 members 
Entering Unmasked Estep 
Score: -2765802.750000 Penalty: 4984.933105
	Iteration 2Q: 3 clusters Score -2765803 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10514 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -2766150.500000 Penalty: 4984.933105
	Iteration 3Q: 3 clusters Score -2766150 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 13077 members 
Entering Unmasked Estep 
Score: -2766515.500000 Penalty: 4984.933105
	Iteration 4Q: 3 clusters Score -2766516 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -2766915.250000 Penalty: 4984.933105
	Iteration 5Q: 3 clusters Score -2766915 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -2767406.000000 Penalty: 4984.933105
	Iteration 6Q: 3 clusters Score -2767406 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 15179 members 
Entering Unmasked Estep 
Score: -2768095.500000 Penalty: 4984.933105
	Iteration 7Q: 3 clusters Score -2768096 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 16220 members 
Entering Unmasked Estep 
Score: -2768975.000000 Penalty: 4984.933105
	Iteration 8F: 3 clusters Score -2768975 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -2770117.000000 Penalty: 4984.933105
	Iteration 9F: 3 clusters Score -2770117 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -2771232.750000 Penalty: 4984.933105
	Iteration 10F: 3 clusters Score -2771233 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3792 members 
Mstep: Class 2 contains 19370 members 
Entering Unmasked Estep 
Score: -2772132.750000 Penalty: 4984.933105
	Iteration 11Q: 3 clusters Score -2772133 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 20008 members 
Entering Unmasked Estep 
Score: -2772739.750000 Penalty: 4984.933105
	Iteration 12Q: 3 clusters Score -2772740 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 20462 members 
Entering Unmasked Estep 
Score: -2773168.500000 Penalty: 4984.933105
	Iteration 13Q: 3 clusters Score -2773168 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 20810 members 
Entering Unmasked Estep 
Score: -2773434.000000 Penalty: 4984.933105
	Iteration 14Q: 3 clusters Score -2773434 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -2773627.250000 Penalty: 4984.933105
	Iteration 15Q: 3 clusters Score -2773627 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21266 members 
Entering Unmasked Estep 
Score: -2773758.000000 Penalty: 4984.933105
	Iteration 16Q: 3 clusters Score -2773758 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -2773839.750000 Penalty: 4984.933105
	Iteration 17Q: 3 clusters Score -2773840 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -2773904.500000 Penalty: 4984.933105
	Iteration 18Q: 3 clusters Score -2773904 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 21605 members 
Entering Unmasked Estep 
Score: -2773956.500000 Penalty: 4984.933105
	Iteration 19Q: 3 clusters Score -2773956 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -2774002.000000 Penalty: 4984.933105
	Iteration 20F: 3 clusters Score -2774002 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -2774037.250000 Penalty: 4984.933105
	Iteration 21Q: 3 clusters Score -2774037 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -2774067.000000 Penalty: 4984.933105
	Iteration 22Q: 3 clusters Score -2774067 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -2774097.750000 Penalty: 4984.933105
	Iteration 23Q: 3 clusters Score -2774098 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 21925 members 
Entering Unmasked Estep 
Score: -2774129.000000 Penalty: 4984.933105
	Iteration 24Q: 3 clusters Score -2774129 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -2774155.000000 Penalty: 4984.933105
	Iteration 25Q: 3 clusters Score -2774155 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 22011 members 
Entering Unmasked Estep 
Score: -2774174.250000 Penalty: 4984.933105
	Iteration 26Q: 3 clusters Score -2774174 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -2774189.250000 Penalty: 4984.933105
	Iteration 27Q: 3 clusters Score -2774189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -2774197.500000 Penalty: 4984.933105
	Iteration 28Q: 3 clusters Score -2774198 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -2774202.750000 Penalty: 4984.933105
	Iteration 29Q: 3 clusters Score -2774203 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -2774205.500000 Penalty: 4984.933105
	Iteration 30Q: 3 clusters Score -2774206 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 22096 members 
Entering Unmasked Estep 
Score: -2774213.500000 Penalty: 4984.933105
	Iteration 31Q: 3 clusters Score -2774214 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -2774218.000000 Penalty: 4984.933105
	Iteration 32Q: 3 clusters Score -2774218 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 22119 members 
Entering Unmasked Estep 
Score: -2774223.500000 Penalty: 4984.933105
	Iteration 33Q: 3 clusters Score -2774224 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -2774220.750000 Penalty: 4984.933105
	Iteration 34Q: 3 clusters Score -2774221 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -2774226.000000 Penalty: 4984.933105
	Iteration 35Q: 3 clusters Score -2774226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 22135 members 
Entering Unmasked Estep 
Score: -2774229.500000 Penalty: 4984.933105
	Iteration 36Q: 3 clusters Score -2774230 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 22139 members 
Entering Unmasked Estep 
Score: -2774230.000000 Penalty: 4984.933105
	Iteration 37Q: 3 clusters Score -2774230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 22138 members 
Entering Unmasked Estep 
Score: -2774229.000000 Penalty: 4984.933105
	Iteration 38Q: 3 clusters Score -2774229 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2774230.000000 Penalty: 4984.933105
	Iteration 39Q: 3 clusters Score -2774230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -2774230.000000 Penalty: 4984.933105
	Iteration 40F: 3 clusters Score -2774230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (6103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Entering Unmasked Estep 
Score: -686667.750000 Penalty: 2161.700928
	Iteration 0F: 2 clusters Score -686667.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3025 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -681435.062500 Penalty: 4323.401855
	Iteration 0F: 3 clusters Score -681435.1 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -682824.375000 Penalty: 4323.401855
	Iteration 1F: 3 clusters Score -682824.4 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -683073.750000 Penalty: 4323.401855
	Iteration 2F: 3 clusters Score -683073.8 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -683231.125000 Penalty: 4323.401855
	Iteration 3Q: 3 clusters Score -683231.1 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -683340.000000 Penalty: 4323.401855
	Iteration 4Q: 3 clusters Score -683340 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -683415.750000 Penalty: 4323.401855
	Iteration 5Q: 3 clusters Score -683415.8 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -683480.250000 Penalty: 4323.401855
	Iteration 6Q: 3 clusters Score -683480.2 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 3619 members 
Entering Unmasked Estep 
Score: -683541.000000 Penalty: 4323.401855
	Iteration 7Q: 3 clusters Score -683541 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -683597.875000 Penalty: 4323.401855
	Iteration 8Q: 3 clusters Score -683597.9 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -683662.062500 Penalty: 4323.401855
	Iteration 9Q: 3 clusters Score -683662.1 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 3927 members 
Entering Unmasked Estep 
Score: -683726.625000 Penalty: 4323.401855
	Iteration 10Q: 3 clusters Score -683726.6 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -683796.750000 Penalty: 4323.401855
	Iteration 11Q: 3 clusters Score -683796.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -683868.375000 Penalty: 4323.401855
	Iteration 12Q: 3 clusters Score -683868.4 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -683942.625000 Penalty: 4323.401855
	Iteration 13Q: 3 clusters Score -683942.6 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 4405 members 
Entering Unmasked Estep 
Score: -684008.687500 Penalty: 4323.401855
	Iteration 14Q: 3 clusters Score -684008.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1569 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -684084.187500 Penalty: 4323.401855
	Iteration 15Q: 3 clusters Score -684084.2 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 4657 members 
Entering Unmasked Estep 
Score: -684167.250000 Penalty: 4323.401855
	Iteration 16Q: 3 clusters Score -684167.2 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -684250.687500 Penalty: 4323.401855
	Iteration 17Q: 3 clusters Score -684250.7 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 4882 members 
Entering Unmasked Estep 
Score: -684322.875000 Penalty: 4323.401855
	Iteration 18Q: 3 clusters Score -684322.9 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -684388.250000 Penalty: 4323.401855
	Iteration 19Q: 3 clusters Score -684388.2 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -684459.750000 Penalty: 4323.401855
	Iteration 20F: 3 clusters Score -684459.8 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -684529.500000 Penalty: 4323.401855
	Iteration 21Q: 3 clusters Score -684529.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 5218 members 
Entering Unmasked Estep 
Score: -684583.437500 Penalty: 4323.401855
	Iteration 22Q: 3 clusters Score -684583.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -684637.500000 Penalty: 4323.401855
	Iteration 23Q: 3 clusters Score -684637.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -684676.687500 Penalty: 4323.401855
	Iteration 24Q: 3 clusters Score -684676.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -684711.937500 Penalty: 4323.401855
	Iteration 25Q: 3 clusters Score -684711.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -684740.812500 Penalty: 4323.401855
	Iteration 26Q: 3 clusters Score -684740.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 5428 members 
Entering Unmasked Estep 
Score: -684754.687500 Penalty: 4323.401855
	Iteration 27Q: 3 clusters Score -684754.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 5442 members 
Entering Unmasked Estep 
Score: -684769.875000 Penalty: 4323.401855
	Iteration 28Q: 3 clusters Score -684769.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 5452 members 
Entering Unmasked Estep 
Score: -684785.125000 Penalty: 4323.401855
	Iteration 29Q: 3 clusters Score -684785.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 5468 members 
Entering Unmasked Estep 
Score: -684798.125000 Penalty: 4323.401855
	Iteration 30Q: 3 clusters Score -684798.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -684810.687500 Penalty: 4323.401855
	Iteration 31Q: 3 clusters Score -684810.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -684820.062500 Penalty: 4323.401855
	Iteration 32Q: 3 clusters Score -684820.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 5501 members 
Entering Unmasked Estep 
Score: -684823.562500 Penalty: 4323.401855
	Iteration 33Q: 3 clusters Score -684823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 5505 members 
Entering Unmasked Estep 
Score: -684826.062500 Penalty: 4323.401855
	Iteration 34Q: 3 clusters Score -684826.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -684828.000000 Penalty: 4323.401855
	Iteration 35Q: 3 clusters Score -684828 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -684829.937500 Penalty: 4323.401855
	Iteration 36Q: 3 clusters Score -684829.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 5510 members 
Entering Unmasked Estep 
Score: -684829.937500 Penalty: 4323.401855
	Iteration 37F: 3 clusters Score -684829.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (19215 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19215 members 
Entering Unmasked Estep 
Score: -2152449.500000 Penalty: 2446.134766
	Iteration 0F: 2 clusters Score -2152450 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 9642 members 
Entering Unmasked Estep 
Score: -2139030.250000 Penalty: 4892.269531
	Iteration 0F: 3 clusters Score -2139030 nChanged 8405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -2143593.000000 Penalty: 4892.269531
	Iteration 1F: 3 clusters Score -2143593 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -2144138.500000 Penalty: 4892.269531
	Iteration 2F: 3 clusters Score -2144138 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 10375 members 
Entering Unmasked Estep 
Score: -2144637.500000 Penalty: 4892.269531
	Iteration 3F: 3 clusters Score -2144638 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 10661 members 
Entering Unmasked Estep 
Score: -2145140.750000 Penalty: 4892.269531
	Iteration 4F: 3 clusters Score -2145141 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -2145649.750000 Penalty: 4892.269531
	Iteration 5Q: 3 clusters Score -2145650 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -2146174.000000 Penalty: 4892.269531
	Iteration 6Q: 3 clusters Score -2146174 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 11676 members 
Entering Unmasked Estep 
Score: -2146670.500000 Penalty: 4892.269531
	Iteration 7Q: 3 clusters Score -2146670 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2147094.750000 Penalty: 4892.269531
	Iteration 8Q: 3 clusters Score -2147095 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 12280 members 
Entering Unmasked Estep 
Score: -2147473.750000 Penalty: 4892.269531
	Iteration 9Q: 3 clusters Score -2147474 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2147793.500000 Penalty: 4892.269531
	Iteration 10Q: 3 clusters Score -2147794 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -2148069.000000 Penalty: 4892.269531
	Iteration 11Q: 3 clusters Score -2148069 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -2148315.500000 Penalty: 4892.269531
	Iteration 12Q: 3 clusters Score -2148316 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5820 members 
Mstep: Class 2 contains 13395 members 
Entering Unmasked Estep 
Score: -2148543.250000 Penalty: 4892.269531
	Iteration 13Q: 3 clusters Score -2148543 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -2148722.500000 Penalty: 4892.269531
	Iteration 14Q: 3 clusters Score -2148722 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -2148858.750000 Penalty: 4892.269531
	Iteration 15Q: 3 clusters Score -2148859 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5030 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2148964.750000 Penalty: 4892.269531
	Iteration 16Q: 3 clusters Score -2148965 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -2149079.000000 Penalty: 4892.269531
	Iteration 17Q: 3 clusters Score -2149079 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -2149174.750000 Penalty: 4892.269531
	Iteration 18Q: 3 clusters Score -2149175 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4397 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -2149276.000000 Penalty: 4892.269531
	Iteration 19Q: 3 clusters Score -2149276 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 15021 members 
Entering Unmasked Estep 
Score: -2149348.000000 Penalty: 4892.269531
	Iteration 20F: 3 clusters Score -2149348 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 15188 members 
Entering Unmasked Estep 
Score: -2149416.500000 Penalty: 4892.269531
	Iteration 21Q: 3 clusters Score -2149416 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -2149470.000000 Penalty: 4892.269531
	Iteration 22Q: 3 clusters Score -2149470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -2149528.750000 Penalty: 4892.269531
	Iteration 23Q: 3 clusters Score -2149529 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 15662 members 
Entering Unmasked Estep 
Score: -2149588.000000 Penalty: 4892.269531
	Iteration 24Q: 3 clusters Score -2149588 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -2149616.250000 Penalty: 4892.269531
	Iteration 25Q: 3 clusters Score -2149616 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 15908 members 
Entering Unmasked Estep 
Score: -2149647.250000 Penalty: 4892.269531
	Iteration 26Q: 3 clusters Score -2149647 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -2149682.500000 Penalty: 4892.269531
	Iteration 27Q: 3 clusters Score -2149682 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -2149720.500000 Penalty: 4892.269531
	Iteration 28Q: 3 clusters Score -2149720 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -2149756.500000 Penalty: 4892.269531
	Iteration 29Q: 3 clusters Score -2149756 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2866 members 
Mstep: Class 2 contains 16349 members 
Entering Unmasked Estep 
Score: -2149785.250000 Penalty: 4892.269531
	Iteration 30Q: 3 clusters Score -2149785 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 16449 members 
Entering Unmasked Estep 
Score: -2149816.250000 Penalty: 4892.269531
	Iteration 31Q: 3 clusters Score -2149816 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16544 members 
Entering Unmasked Estep 
Score: -2149850.500000 Penalty: 4892.269531
	Iteration 32Q: 3 clusters Score -2149850 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 16666 members 
Entering Unmasked Estep 
Score: -2149888.750000 Penalty: 4892.269531
	Iteration 33Q: 3 clusters Score -2149889 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 16782 members 
Entering Unmasked Estep 
Score: -2149927.250000 Penalty: 4892.269531
	Iteration 34Q: 3 clusters Score -2149927 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 16889 members 
Entering Unmasked Estep 
Score: -2149960.500000 Penalty: 4892.269531
	Iteration 35Q: 3 clusters Score -2149960 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 16997 members 
Entering Unmasked Estep 
Score: -2150006.500000 Penalty: 4892.269531
	Iteration 36Q: 3 clusters Score -2150006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -2150036.250000 Penalty: 4892.269531
	Iteration 37Q: 3 clusters Score -2150036 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 17176 members 
Entering Unmasked Estep 
Score: -2150070.000000 Penalty: 4892.269531
	Iteration 38Q: 3 clusters Score -2150070 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -2150099.500000 Penalty: 4892.269531
	Iteration 39Q: 3 clusters Score -2150100 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1884 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -2150125.750000 Penalty: 4892.269531
	Iteration 40F: 3 clusters Score -2150126 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -2150147.250000 Penalty: 4892.269531
	Iteration 41Q: 3 clusters Score -2150147 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 17459 members 
Entering Unmasked Estep 
Score: -2150168.000000 Penalty: 4892.269531
	Iteration 42Q: 3 clusters Score -2150168 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 17499 members 
Entering Unmasked Estep 
Score: -2150175.750000 Penalty: 4892.269531
	Iteration 43Q: 3 clusters Score -2150176 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 17550 members 
Entering Unmasked Estep 
Score: -2150186.750000 Penalty: 4892.269531
	Iteration 44Q: 3 clusters Score -2150187 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1624 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -2150205.500000 Penalty: 4892.269531
	Iteration 45Q: 3 clusters Score -2150206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 17632 members 
Entering Unmasked Estep 
Score: -2150219.250000 Penalty: 4892.269531
	Iteration 46Q: 3 clusters Score -2150219 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -2150238.500000 Penalty: 4892.269531
	Iteration 47Q: 3 clusters Score -2150238 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -2150245.750000 Penalty: 4892.269531
	Iteration 48Q: 3 clusters Score -2150246 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -2150263.500000 Penalty: 4892.269531
	Iteration 49Q: 3 clusters Score -2150264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2150280.000000 Penalty: 4892.269531
	Iteration 50Q: 3 clusters Score -2150280 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 17843 members 
Entering Unmasked Estep 
Score: -2150300.250000 Penalty: 4892.269531
	Iteration 51Q: 3 clusters Score -2150300 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 17886 members 
Entering Unmasked Estep 
Score: -2150321.250000 Penalty: 4892.269531
	Iteration 52Q: 3 clusters Score -2150321 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -2150342.500000 Penalty: 4892.269531
	Iteration 53Q: 3 clusters Score -2150342 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 17960 members 
Entering Unmasked Estep 
Score: -2150357.250000 Penalty: 4892.269531
	Iteration 54Q: 3 clusters Score -2150357 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -2150376.750000 Penalty: 4892.269531
	Iteration 55Q: 3 clusters Score -2150377 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 18022 members 
Entering Unmasked Estep 
Score: -2150389.000000 Penalty: 4892.269531
	Iteration 56Q: 3 clusters Score -2150389 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 18044 members 
Entering Unmasked Estep 
Score: -2150395.500000 Penalty: 4892.269531
	Iteration 57Q: 3 clusters Score -2150396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 18058 members 
Entering Unmasked Estep 
Score: -2150403.250000 Penalty: 4892.269531
	Iteration 58Q: 3 clusters Score -2150403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -2150415.250000 Penalty: 4892.269531
	Iteration 59Q: 3 clusters Score -2150415 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18106 members 
Entering Unmasked Estep 
Score: -2150432.500000 Penalty: 4892.269531
	Iteration 60F: 3 clusters Score -2150432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 18126 members 
Entering Unmasked Estep 
Score: -2150440.250000 Penalty: 4892.269531
	Iteration 61Q: 3 clusters Score -2150440 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 18147 members 
Entering Unmasked Estep 
Score: -2150453.500000 Penalty: 4892.269531
	Iteration 62Q: 3 clusters Score -2150454 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2150466.500000 Penalty: 4892.269531
	Iteration 63Q: 3 clusters Score -2150466 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2150480.750000 Penalty: 4892.269531
	Iteration 64Q: 3 clusters Score -2150481 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -2150490.250000 Penalty: 4892.269531
	Iteration 65Q: 3 clusters Score -2150490 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -2150495.500000 Penalty: 4892.269531
	Iteration 66Q: 3 clusters Score -2150496 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -2150508.000000 Penalty: 4892.269531
	Iteration 67Q: 3 clusters Score -2150508 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 18247 members 
Entering Unmasked Estep 
Score: -2150525.250000 Penalty: 4892.269531
	Iteration 68Q: 3 clusters Score -2150525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 18269 members 
Entering Unmasked Estep 
Score: -2150533.500000 Penalty: 4892.269531
	Iteration 69Q: 3 clusters Score -2150534 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -2150535.250000 Penalty: 4892.269531
	Iteration 70Q: 3 clusters Score -2150535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -2150546.250000 Penalty: 4892.269531
	Iteration 71Q: 3 clusters Score -2150546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -2150546.000000 Penalty: 4892.269531
	Iteration 72Q: 3 clusters Score -2150546 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -2150552.000000 Penalty: 4892.269531
	Iteration 73Q: 3 clusters Score -2150552 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 18306 members 
Entering Unmasked Estep 
Score: -2150558.500000 Penalty: 4892.269531
	Iteration 74Q: 3 clusters Score -2150558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 18311 members 
Entering Unmasked Estep 
Score: -2150561.250000 Penalty: 4892.269531
	Iteration 75Q: 3 clusters Score -2150561 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -2150563.000000 Penalty: 4892.269531
	Iteration 76Q: 3 clusters Score -2150563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -2150563.000000 Penalty: 4892.269531
	Iteration 77Q: 3 clusters Score -2150563 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 18324 members 
Entering Unmasked Estep 
Score: -2150568.250000 Penalty: 4892.269531
	Iteration 78Q: 3 clusters Score -2150568 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2150571.000000 Penalty: 4892.269531
	Iteration 79Q: 3 clusters Score -2150571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 18338 members 
Entering Unmasked Estep 
Score: -2150578.000000 Penalty: 4892.269531
	Iteration 80F: 3 clusters Score -2150578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 18347 members 
Entering Unmasked Estep 
Score: -2150581.750000 Penalty: 4892.269531
	Iteration 81Q: 3 clusters Score -2150582 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 18354 members 
Entering Unmasked Estep 
Score: -2150585.750000 Penalty: 4892.269531
	Iteration 82Q: 3 clusters Score -2150586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -2150590.500000 Penalty: 4892.269531
	Iteration 83Q: 3 clusters Score -2150590 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 18370 members 
Entering Unmasked Estep 
Score: -2150597.500000 Penalty: 4892.269531
	Iteration 84Q: 3 clusters Score -2150598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -2150599.750000 Penalty: 4892.269531
	Iteration 85Q: 3 clusters Score -2150600 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -2150604.750000 Penalty: 4892.269531
	Iteration 86Q: 3 clusters Score -2150605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -2150609.750000 Penalty: 4892.269531
	Iteration 87Q: 3 clusters Score -2150610 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2150612.000000 Penalty: 4892.269531
	Iteration 88Q: 3 clusters Score -2150612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -2150614.750000 Penalty: 4892.269531
	Iteration 89Q: 3 clusters Score -2150615 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2150614.250000 Penalty: 4892.269531
	Iteration 90Q: 3 clusters Score -2150614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -2150614.250000 Penalty: 4892.269531
	Iteration 91F: 3 clusters Score -2150614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (234066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234066 members 
Entering Unmasked Estep 
Score: -27490068.000000 Penalty: 3066.112793
	Iteration 0F: 2 clusters Score -2.749007e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117359 members 
Mstep: Class 2 contains 116707 members 
Entering Unmasked Estep 
Score: -27339934.000000 Penalty: 6132.225586
	Iteration 0F: 3 clusters Score -2.733993e+07 nChanged 112436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124021 members 
Mstep: Class 2 contains 110045 members 
Entering Unmasked Estep 
Score: -27406832.000000 Penalty: 6132.225586
	Iteration 1F: 3 clusters Score -2.740683e+07 nChanged 8574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128709 members 
Mstep: Class 2 contains 105357 members 
Entering Unmasked Estep 
Score: -27409356.000000 Penalty: 6132.225586
	Iteration 2Q: 3 clusters Score -2.740936e+07 nChanged 10422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135727 members 
Mstep: Class 2 contains 98339 members 
Entering Unmasked Estep 
Score: -27413430.000000 Penalty: 6132.225586
	Iteration 3Q: 3 clusters Score -2.741343e+07 nChanged 13245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145970 members 
Mstep: Class 2 contains 88096 members 
Entering Unmasked Estep 
Score: -27420098.000000 Penalty: 6132.225586
	Iteration 4F: 3 clusters Score -2.74201e+07 nChanged 16492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159892 members 
Mstep: Class 2 contains 74174 members 
Entering Unmasked Estep 
Score: -27431226.000000 Penalty: 6132.225586
	Iteration 5F: 3 clusters Score -2.743123e+07 nChanged 18972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177178 members 
Mstep: Class 2 contains 56888 members 
Entering Unmasked Estep 
Score: -27445598.000000 Penalty: 6132.225586
	Iteration 6F: 3 clusters Score -2.74456e+07 nChanged 18867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195257 members 
Mstep: Class 2 contains 38809 members 
Entering Unmasked Estep 
Score: -27461168.000000 Penalty: 6132.225586
	Iteration 7F: 3 clusters Score -2.746117e+07 nChanged 14894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209919 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -27473210.000000 Penalty: 6132.225586
	Iteration 8F: 3 clusters Score -2.747321e+07 nChanged 9359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219112 members 
Mstep: Class 2 contains 14954 members 
Entering Unmasked Estep 
Score: -27480834.000000 Penalty: 6132.225586
	Iteration 9Q: 3 clusters Score -2.748083e+07 nChanged 4892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223890 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -27484390.000000 Penalty: 6132.225586
	Iteration 10Q: 3 clusters Score -2.748439e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226350 members 
Mstep: Class 2 contains 7716 members 
Entering Unmasked Estep 
Score: -27486072.000000 Penalty: 6132.225586
	Iteration 11Q: 3 clusters Score -2.748607e+07 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227843 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -27486896.000000 Penalty: 6132.225586
	Iteration 12Q: 3 clusters Score -2.74869e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228868 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -27487362.000000 Penalty: 6132.225586
	Iteration 13Q: 3 clusters Score -2.748736e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229609 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -27487672.000000 Penalty: 6132.225586
	Iteration 14Q: 3 clusters Score -2.748767e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230166 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -27487766.000000 Penalty: 6132.225586
	Iteration 15Q: 3 clusters Score -2.748777e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230591 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -27487914.000000 Penalty: 6132.225586
	Iteration 16Q: 3 clusters Score -2.748791e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230938 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -27487964.000000 Penalty: 6132.225586
	Iteration 17Q: 3 clusters Score -2.748796e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231192 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -27488004.000000 Penalty: 6132.225586
	Iteration 18Q: 3 clusters Score -2.7488e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231389 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -27488120.000000 Penalty: 6132.225586
	Iteration 19Q: 3 clusters Score -2.748812e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231559 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -27488190.000000 Penalty: 6132.225586
	Iteration 20F: 3 clusters Score -2.748819e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231680 members 
Mstep: Class 2 contains 2386 members 
Entering Unmasked Estep 
Score: -27488278.000000 Penalty: 6132.225586
	Iteration 21Q: 3 clusters Score -2.748828e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231798 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -27488302.000000 Penalty: 6132.225586
	Iteration 22Q: 3 clusters Score -2.74883e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231891 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -27488340.000000 Penalty: 6132.225586
	Iteration 23Q: 3 clusters Score -2.748834e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231970 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -27488320.000000 Penalty: 6132.225586
	Iteration 24Q: 3 clusters Score -2.748832e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232041 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -27488310.000000 Penalty: 6132.225586
	Iteration 25Q: 3 clusters Score -2.748831e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232099 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -27488288.000000 Penalty: 6132.225586
	Iteration 26Q: 3 clusters Score -2.748829e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232154 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -27488288.000000 Penalty: 6132.225586
	Iteration 27Q: 3 clusters Score -2.748829e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232198 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -27488284.000000 Penalty: 6132.225586
	Iteration 28Q: 3 clusters Score -2.748828e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232227 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -27488330.000000 Penalty: 6132.225586
	Iteration 29Q: 3 clusters Score -2.748833e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232254 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -27488304.000000 Penalty: 6132.225586
	Iteration 30Q: 3 clusters Score -2.74883e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232265 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -27488302.000000 Penalty: 6132.225586
	Iteration 31Q: 3 clusters Score -2.74883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232280 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -27488306.000000 Penalty: 6132.225586
	Iteration 32Q: 3 clusters Score -2.748831e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232286 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -27488300.000000 Penalty: 6132.225586
	Iteration 33Q: 3 clusters Score -2.74883e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232291 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -27488306.000000 Penalty: 6132.225586
	Iteration 34Q: 3 clusters Score -2.748831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232295 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -27488318.000000 Penalty: 6132.225586
	Iteration 35Q: 3 clusters Score -2.748832e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232302 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -27488312.000000 Penalty: 6132.225586
	Iteration 36Q: 3 clusters Score -2.748831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232305 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -27488334.000000 Penalty: 6132.225586
	Iteration 37Q: 3 clusters Score -2.748833e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232310 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -27488352.000000 Penalty: 6132.225586
	Iteration 38Q: 3 clusters Score -2.748835e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232312 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -27488336.000000 Penalty: 6132.225586
	Iteration 39Q: 3 clusters Score -2.748834e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232312 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -27488336.000000 Penalty: 6132.225586
	Iteration 40F: 3 clusters Score -2.748834e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (8258 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Entering Unmasked Estep 
Score: -931744.562500 Penalty: 2236.696533
	Iteration 0F: 2 clusters Score -931744.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -925127.875000 Penalty: 4473.393066
	Iteration 0F: 3 clusters Score -925127.9 nChanged 3400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -926901.187500 Penalty: 4473.393066
	Iteration 1F: 3 clusters Score -926901.2 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -927171.812500 Penalty: 4473.393066
	Iteration 2F: 3 clusters Score -927171.8 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4077 members 
Mstep: Class 2 contains 4181 members 
Entering Unmasked Estep 
Score: -927355.500000 Penalty: 4473.393066
	Iteration 3Q: 3 clusters Score -927355.5 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4029 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -927472.812500 Penalty: 4473.393066
	Iteration 4Q: 3 clusters Score -927472.8 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -927569.875000 Penalty: 4473.393066
	Iteration 5Q: 3 clusters Score -927569.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -927643.500000 Penalty: 4473.393066
	Iteration 6Q: 3 clusters Score -927643.5 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -927701.812500 Penalty: 4473.393066
	Iteration 7Q: 3 clusters Score -927701.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -927753.500000 Penalty: 4473.393066
	Iteration 8Q: 3 clusters Score -927753.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -927808.187500 Penalty: 4473.393066
	Iteration 9Q: 3 clusters Score -927808.2 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -927869.062500 Penalty: 4473.393066
	Iteration 10Q: 3 clusters Score -927869.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3715 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -927933.750000 Penalty: 4473.393066
	Iteration 11Q: 3 clusters Score -927933.8 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 4643 members 
Entering Unmasked Estep 
Score: -928007.625000 Penalty: 4473.393066
	Iteration 12Q: 3 clusters Score -928007.6 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -928084.937500 Penalty: 4473.393066
	Iteration 13Q: 3 clusters Score -928084.9 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -928168.625000 Penalty: 4473.393066
	Iteration 14Q: 3 clusters Score -928168.6 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3293 members 
Mstep: Class 2 contains 4965 members 
Entering Unmasked Estep 
Score: -928257.375000 Penalty: 4473.393066
	Iteration 15Q: 3 clusters Score -928257.4 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 5082 members 
Entering Unmasked Estep 
Score: -928345.375000 Penalty: 4473.393066
	Iteration 16Q: 3 clusters Score -928345.4 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3056 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -928425.437500 Penalty: 4473.393066
	Iteration 17Q: 3 clusters Score -928425.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -928514.187500 Penalty: 4473.393066
	Iteration 18Q: 3 clusters Score -928514.2 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -928624.562500 Penalty: 4473.393066
	Iteration 19Q: 3 clusters Score -928624.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -928734.812500 Penalty: 4473.393066
	Iteration 20F: 3 clusters Score -928734.8 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -928852.625000 Penalty: 4473.393066
	Iteration 21Q: 3 clusters Score -928852.6 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -928985.250000 Penalty: 4473.393066
	Iteration 22Q: 3 clusters Score -928985.2 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 5884 members 
Entering Unmasked Estep 
Score: -929079.375000 Penalty: 4473.393066
	Iteration 23Q: 3 clusters Score -929079.4 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5955 members 
Entering Unmasked Estep 
Score: -929167.937500 Penalty: 4473.393066
	Iteration 24Q: 3 clusters Score -929167.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -929231.750000 Penalty: 4473.393066
	Iteration 25Q: 3 clusters Score -929231.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 6075 members 
Entering Unmasked Estep 
Score: -929280.375000 Penalty: 4473.393066
	Iteration 26Q: 3 clusters Score -929280.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 6125 members 
Entering Unmasked Estep 
Score: -929321.812500 Penalty: 4473.393066
	Iteration 27Q: 3 clusters Score -929321.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2087 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -929350.562500 Penalty: 4473.393066
	Iteration 28Q: 3 clusters Score -929350.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 6201 members 
Entering Unmasked Estep 
Score: -929369.625000 Penalty: 4473.393066
	Iteration 29Q: 3 clusters Score -929369.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -929389.875000 Penalty: 4473.393066
	Iteration 30Q: 3 clusters Score -929389.9 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 6279 members 
Entering Unmasked Estep 
Score: -929409.562500 Penalty: 4473.393066
	Iteration 31Q: 3 clusters Score -929409.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -929419.812500 Penalty: 4473.393066
	Iteration 32Q: 3 clusters Score -929419.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 6324 members 
Entering Unmasked Estep 
Score: -929428.875000 Penalty: 4473.393066
	Iteration 33Q: 3 clusters Score -929428.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 6338 members 
Entering Unmasked Estep 
Score: -929435.125000 Penalty: 4473.393066
	Iteration 34Q: 3 clusters Score -929435.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -929439.312500 Penalty: 4473.393066
	Iteration 35Q: 3 clusters Score -929439.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 6366 members 
Entering Unmasked Estep 
Score: -929441.312500 Penalty: 4473.393066
	Iteration 36Q: 3 clusters Score -929441.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 6376 members 
Entering Unmasked Estep 
Score: -929443.812500 Penalty: 4473.393066
	Iteration 37Q: 3 clusters Score -929443.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 6385 members 
Entering Unmasked Estep 
Score: -929446.437500 Penalty: 4473.393066
	Iteration 38Q: 3 clusters Score -929446.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -929447.000000 Penalty: 4473.393066
	Iteration 39Q: 3 clusters Score -929447 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -929451.750000 Penalty: 4473.393066
	Iteration 40F: 3 clusters Score -929451.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -929452.687500 Penalty: 4473.393066
	Iteration 41Q: 3 clusters Score -929452.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -929451.687500 Penalty: 4473.393066
	Iteration 42Q: 3 clusters Score -929451.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -929453.812500 Penalty: 4473.393066
	Iteration 43Q: 3 clusters Score -929453.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -929454.937500 Penalty: 4473.393066
	Iteration 44Q: 3 clusters Score -929454.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 6412 members 
Entering Unmasked Estep 
Score: -929454.687500 Penalty: 4473.393066
	Iteration 45Q: 3 clusters Score -929454.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -929455.812500 Penalty: 4473.393066
	Iteration 46Q: 3 clusters Score -929455.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -929455.187500 Penalty: 4473.393066
	Iteration 47Q: 3 clusters Score -929455.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 6416 members 
Entering Unmasked Estep 
Score: -929455.250000 Penalty: 4473.393066
	Iteration 48Q: 3 clusters Score -929455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -929455.000000 Penalty: 4473.393066
	Iteration 49Q: 3 clusters Score -929455 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
Score: -929457.625000 Penalty: 4473.393066
	Iteration 50Q: 3 clusters Score -929457.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6422 members 
Entering Unmasked Estep 
Score: -929456.562500 Penalty: 4473.393066
	Iteration 51Q: 3 clusters Score -929456.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6424 members 
Entering Unmasked Estep 
Score: -929459.062500 Penalty: 4473.393066
	Iteration 52Q: 3 clusters Score -929459.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -929458.375000 Penalty: 4473.393066
	Iteration 53Q: 3 clusters Score -929458.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1830 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -929458.375000 Penalty: 4473.393066
	Iteration 54F: 3 clusters Score -929458.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -57983.468750 Penalty: 1587.263916
	Iteration 0F: 2 clusters Score -57983.47 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 309 members 
Entering Unmasked Estep 
Score: -56410.027344 Penalty: 3174.527832
	Iteration 0F: 3 clusters Score -56410.03 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -56772.316406 Penalty: 3174.527832
	Iteration 1F: 3 clusters Score -56772.32 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57017.191406 Penalty: 3174.527832
	Iteration 2F: 3 clusters Score -57017.19 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57315.941406 Penalty: 3174.527832
	Iteration 3F: 3 clusters Score -57315.94 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -57564.351562 Penalty: 3174.527832
	Iteration 4F: 3 clusters Score -57564.35 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -57790.421875 Penalty: 3174.527832
	Iteration 5Q: 3 clusters Score -57790.42 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -58012.972656 Penalty: 3174.527832
	Iteration 6Q: 3 clusters Score -58012.97 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -58131.753906 Penalty: 3174.527832
	Iteration 7Q: 3 clusters Score -58131.75 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -58220.195312 Penalty: 3174.527832
	Iteration 8Q: 3 clusters Score -58220.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -58357.910156 Penalty: 3174.527832
	Iteration 9Q: 3 clusters Score -58357.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58566.000000 Penalty: 3174.527832
	Iteration 10Q: 3 clusters Score -58566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -58566.000000 Penalty: 3174.527832
	Iteration 11F: 3 clusters Score -58566 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 151470 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20442 members 
Mstep: Class 6 contains 75106 members 
Mstep: Class 7 contains 54849 members 
Mstep: Class 8 contains 24215 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 166707 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 231507 members 
Mstep: Class 13 contains 25097 members 
Mstep: Class 14 contains 197696 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 19215 members 
Mstep: Class 19 contains 234066 members 
Mstep: Class 20 contains 8258 members 
Mstep: Class 21 contains 237 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8759 members 
Mstep: Class 24 contains 81672 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 6904 members 
Mstep: Class 29 contains 365 members 
Entering Unmasked Estep 
Score: -161448032.000000 Penalty: 101876.304688
Splitting cluster 21 changes total score from -161455488.000000 to -161448032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 22 (3760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Entering Unmasked Estep 
Score: -425294.156250 Penalty: 2041.579102
	Iteration 0F: 2 clusters Score -425294.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -421529.437500 Penalty: 4083.158203
	Iteration 0F: 3 clusters Score -421529.4 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -422392.031250 Penalty: 4083.158203
	Iteration 1F: 3 clusters Score -422392 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -422593.718750 Penalty: 4083.158203
	Iteration 2F: 3 clusters Score -422593.7 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -422695.875000 Penalty: 4083.158203
	Iteration 3Q: 3 clusters Score -422695.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -422755.625000 Penalty: 4083.158203
	Iteration 4Q: 3 clusters Score -422755.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -422798.375000 Penalty: 4083.158203
	Iteration 5Q: 3 clusters Score -422798.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -422834.656250 Penalty: 4083.158203
	Iteration 6Q: 3 clusters Score -422834.7 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -422863.281250 Penalty: 4083.158203
	Iteration 7Q: 3 clusters Score -422863.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -422888.843750 Penalty: 4083.158203
	Iteration 8Q: 3 clusters Score -422888.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -422906.687500 Penalty: 4083.158203
	Iteration 9Q: 3 clusters Score -422906.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -422918.343750 Penalty: 4083.158203
	Iteration 10Q: 3 clusters Score -422918.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -422926.562500 Penalty: 4083.158203
	Iteration 11Q: 3 clusters Score -422926.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -422931.531250 Penalty: 4083.158203
	Iteration 12Q: 3 clusters Score -422931.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -422934.375000 Penalty: 4083.158203
	Iteration 13Q: 3 clusters Score -422934.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -422936.937500 Penalty: 4083.158203
	Iteration 14Q: 3 clusters Score -422936.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -422938.000000 Penalty: 4083.158203
	Iteration 15Q: 3 clusters Score -422938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -422939.281250 Penalty: 4083.158203
	Iteration 16Q: 3 clusters Score -422939.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -422939.468750 Penalty: 4083.158203
	Iteration 17Q: 3 clusters Score -422939.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -422940.250000 Penalty: 4083.158203
	Iteration 18Q: 3 clusters Score -422940.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -422941.031250 Penalty: 4083.158203
	Iteration 19Q: 3 clusters Score -422941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -422941.843750 Penalty: 4083.158203
	Iteration 20F: 3 clusters Score -422941.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -422941.906250 Penalty: 4083.158203
	Iteration 21Q: 3 clusters Score -422941.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -422941.906250 Penalty: 4083.158203
	Iteration 22F: 3 clusters Score -422941.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (8759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Entering Unmasked Estep 
Score: -861676.937500 Penalty: 2251.303467
	Iteration 0F: 2 clusters Score -861676.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 4455 members 
Entering Unmasked Estep 
Score: -854792.687500 Penalty: 4502.606934
	Iteration 0F: 3 clusters Score -854792.7 nChanged 3696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -856916.187500 Penalty: 4502.606934
	Iteration 1F: 3 clusters Score -856916.2 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 4442 members 
Entering Unmasked Estep 
Score: -857398.625000 Penalty: 4502.606934
	Iteration 2F: 3 clusters Score -857398.6 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -857842.750000 Penalty: 4502.606934
	Iteration 3F: 3 clusters Score -857842.8 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -858235.937500 Penalty: 4502.606934
	Iteration 4F: 3 clusters Score -858235.9 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 4281 members 
Entering Unmasked Estep 
Score: -858578.625000 Penalty: 4502.606934
	Iteration 5F: 3 clusters Score -858578.6 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4524 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -858847.937500 Penalty: 4502.606934
	Iteration 6Q: 3 clusters Score -858847.9 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -859057.562500 Penalty: 4502.606934
	Iteration 7Q: 3 clusters Score -859057.6 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4617 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -859247.062500 Penalty: 4502.606934
	Iteration 8Q: 3 clusters Score -859247.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -859407.875000 Penalty: 4502.606934
	Iteration 9Q: 3 clusters Score -859407.9 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4727 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -859526.000000 Penalty: 4502.606934
	Iteration 10Q: 3 clusters Score -859526 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -859598.750000 Penalty: 4502.606934
	Iteration 11Q: 3 clusters Score -859598.8 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -859663.500000 Penalty: 4502.606934
	Iteration 12Q: 3 clusters Score -859663.5 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -859717.125000 Penalty: 4502.606934
	Iteration 13Q: 3 clusters Score -859717.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -859759.562500 Penalty: 4502.606934
	Iteration 14Q: 3 clusters Score -859759.6 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -859789.375000 Penalty: 4502.606934
	Iteration 15Q: 3 clusters Score -859789.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -859817.187500 Penalty: 4502.606934
	Iteration 16Q: 3 clusters Score -859817.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -859840.000000 Penalty: 4502.606934
	Iteration 17Q: 3 clusters Score -859840 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 3665 members 
Entering Unmasked Estep 
Score: -859864.937500 Penalty: 4502.606934
	Iteration 18Q: 3 clusters Score -859864.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 3623 members 
Entering Unmasked Estep 
Score: -859880.312500 Penalty: 4502.606934
	Iteration 19Q: 3 clusters Score -859880.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -859893.750000 Penalty: 4502.606934
	Iteration 20F: 3 clusters Score -859893.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -859905.562500 Penalty: 4502.606934
	Iteration 21Q: 3 clusters Score -859905.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -859917.812500 Penalty: 4502.606934
	Iteration 22Q: 3 clusters Score -859917.8 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -859930.250000 Penalty: 4502.606934
	Iteration 23Q: 3 clusters Score -859930.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -859942.312500 Penalty: 4502.606934
	Iteration 24Q: 3 clusters Score -859942.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -859953.250000 Penalty: 4502.606934
	Iteration 25Q: 3 clusters Score -859953.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -859957.687500 Penalty: 4502.606934
	Iteration 26Q: 3 clusters Score -859957.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -859962.875000 Penalty: 4502.606934
	Iteration 27Q: 3 clusters Score -859962.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -859969.187500 Penalty: 4502.606934
	Iteration 28Q: 3 clusters Score -859969.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5394 members 
Mstep: Class 2 contains 3365 members 
Entering Unmasked Estep 
Score: -859975.125000 Penalty: 4502.606934
	Iteration 29Q: 3 clusters Score -859975.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -859977.625000 Penalty: 4502.606934
	Iteration 30Q: 3 clusters Score -859977.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5416 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -859978.062500 Penalty: 4502.606934
	Iteration 31Q: 3 clusters Score -859978.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5422 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -859980.875000 Penalty: 4502.606934
	Iteration 32Q: 3 clusters Score -859980.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5427 members 
Mstep: Class 2 contains 3332 members 
Entering Unmasked Estep 
Score: -859982.687500 Penalty: 4502.606934
	Iteration 33Q: 3 clusters Score -859982.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -859983.562500 Penalty: 4502.606934
	Iteration 34Q: 3 clusters Score -859983.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 3311 members 
Entering Unmasked Estep 
Score: -859988.625000 Penalty: 4502.606934
	Iteration 35Q: 3 clusters Score -859988.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -859990.812500 Penalty: 4502.606934
	Iteration 36Q: 3 clusters Score -859990.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 3292 members 
Entering Unmasked Estep 
Score: -859993.437500 Penalty: 4502.606934
	Iteration 37Q: 3 clusters Score -859993.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -859994.312500 Penalty: 4502.606934
	Iteration 38Q: 3 clusters Score -859994.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5487 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -859998.500000 Penalty: 4502.606934
	Iteration 39Q: 3 clusters Score -859998.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -860000.062500 Penalty: 4502.606934
	Iteration 40F: 3 clusters Score -860000.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 3246 members 
Entering Unmasked Estep 
Score: -860007.000000 Penalty: 4502.606934
	Iteration 41Q: 3 clusters Score -860007 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -860008.437500 Penalty: 4502.606934
	Iteration 42Q: 3 clusters Score -860008.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -860009.250000 Penalty: 4502.606934
	Iteration 43Q: 3 clusters Score -860009.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5539 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -860008.437500 Penalty: 4502.606934
	Iteration 44Q: 3 clusters Score -860008.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 3215 members 
Entering Unmasked Estep 
Score: -860009.812500 Penalty: 4502.606934
	Iteration 45Q: 3 clusters Score -860009.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 3212 members 
Entering Unmasked Estep 
Score: -860011.125000 Penalty: 4502.606934
	Iteration 46Q: 3 clusters Score -860011.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -860011.812500 Penalty: 4502.606934
	Iteration 47Q: 3 clusters Score -860011.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -860010.750000 Penalty: 4502.606934
	Iteration 48Q: 3 clusters Score -860010.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5554 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -860010.312500 Penalty: 4502.606934
	Iteration 49Q: 3 clusters Score -860010.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 3203 members 
Entering Unmasked Estep 
Score: -860011.750000 Penalty: 4502.606934
	Iteration 50Q: 3 clusters Score -860011.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -860011.375000 Penalty: 4502.606934
	Iteration 51Q: 3 clusters Score -860011.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -860010.687500 Penalty: 4502.606934
	Iteration 52Q: 3 clusters Score -860010.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
Score: -860014.562500 Penalty: 4502.606934
	Iteration 53Q: 3 clusters Score -860014.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -860012.750000 Penalty: 4502.606934
	Iteration 54Q: 3 clusters Score -860012.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -860014.250000 Penalty: 4502.606934
	Iteration 55Q: 3 clusters Score -860014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -860014.250000 Penalty: 4502.606934
	Iteration 56F: 3 clusters Score -860014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (81672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81672 members 
Entering Unmasked Estep 
Score: -9322551.000000 Penalty: 2804.995850
	Iteration 0F: 2 clusters Score -9322551 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 40978 members 
Entering Unmasked Estep 
Score: -9267802.000000 Penalty: 5609.991699
	Iteration 0F: 3 clusters Score -9267802 nChanged 38498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40252 members 
Mstep: Class 2 contains 41420 members 
Entering Unmasked Estep 
Score: -9289566.000000 Penalty: 5609.991699
	Iteration 1F: 3 clusters Score -9289566 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39964 members 
Mstep: Class 2 contains 41708 members 
Entering Unmasked Estep 
Score: -9290032.000000 Penalty: 5609.991699
	Iteration 2Q: 3 clusters Score -9290032 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 42109 members 
Entering Unmasked Estep 
Score: -9290664.000000 Penalty: 5609.991699
	Iteration 3Q: 3 clusters Score -9290664 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38951 members 
Mstep: Class 2 contains 42721 members 
Entering Unmasked Estep 
Score: -9291165.000000 Penalty: 5609.991699
	Iteration 4Q: 3 clusters Score -9291165 nChanged 2427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -9291796.000000 Penalty: 5609.991699
	Iteration 5Q: 3 clusters Score -9291796 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 44978 members 
Entering Unmasked Estep 
Score: -9292551.000000 Penalty: 5609.991699
	Iteration 6Q: 3 clusters Score -9292551 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34852 members 
Mstep: Class 2 contains 46820 members 
Entering Unmasked Estep 
Score: -9293550.000000 Penalty: 5609.991699
	Iteration 7Q: 3 clusters Score -9293550 nChanged 3106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 49516 members 
Entering Unmasked Estep 
Score: -9295107.000000 Penalty: 5609.991699
	Iteration 8Q: 3 clusters Score -9295107 nChanged 3982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 53304 members 
Entering Unmasked Estep 
Score: -9297557.000000 Penalty: 5609.991699
	Iteration 9Q: 3 clusters Score -9297557 nChanged 4962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 58196 members 
Entering Unmasked Estep 
Score: -9301090.000000 Penalty: 5609.991699
	Iteration 10F: 3 clusters Score -9301090 nChanged 5702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 63874 members 
Entering Unmasked Estep 
Score: -9305585.000000 Penalty: 5609.991699
	Iteration 11F: 3 clusters Score -9305585 nChanged 5733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 69603 members 
Entering Unmasked Estep 
Score: -9310281.000000 Penalty: 5609.991699
	Iteration 12F: 3 clusters Score -9310281 nChanged 4923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 74526 members 
Entering Unmasked Estep 
Score: -9314446.000000 Penalty: 5609.991699
	Iteration 13F: 3 clusters Score -9314446 nChanged 3346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 77870 members 
Entering Unmasked Estep 
Score: -9317250.000000 Penalty: 5609.991699
	Iteration 14Q: 3 clusters Score -9317250 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 79700 members 
Entering Unmasked Estep 
Score: -9318720.000000 Penalty: 5609.991699
	Iteration 15Q: 3 clusters Score -9318720 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 80504 members 
Entering Unmasked Estep 
Score: -9319352.000000 Penalty: 5609.991699
	Iteration 16Q: 3 clusters Score -9319352 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 80883 members 
Entering Unmasked Estep 
Score: -9319657.000000 Penalty: 5609.991699
	Iteration 17Q: 3 clusters Score -9319657 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 81040 members 
Entering Unmasked Estep 
Score: -9319817.000000 Penalty: 5609.991699
	Iteration 18Q: 3 clusters Score -9319817 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 81123 members 
Entering Unmasked Estep 
Score: -9319912.000000 Penalty: 5609.991699
	Iteration 19Q: 3 clusters Score -9319912 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 81169 members 
Entering Unmasked Estep 
Score: -9319964.000000 Penalty: 5609.991699
	Iteration 20F: 3 clusters Score -9319964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 81205 members 
Entering Unmasked Estep 
Score: -9320022.000000 Penalty: 5609.991699
	Iteration 21Q: 3 clusters Score -9320022 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 81228 members 
Entering Unmasked Estep 
Score: -9320044.000000 Penalty: 5609.991699
	Iteration 22Q: 3 clusters Score -9320044 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 81245 members 
Entering Unmasked Estep 
Score: -9320071.000000 Penalty: 5609.991699
	Iteration 23Q: 3 clusters Score -9320071 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 81260 members 
Entering Unmasked Estep 
Score: -9320099.000000 Penalty: 5609.991699
	Iteration 24Q: 3 clusters Score -9320099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 81265 members 
Entering Unmasked Estep 
Score: -9320112.000000 Penalty: 5609.991699
	Iteration 25Q: 3 clusters Score -9320112 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 81276 members 
Entering Unmasked Estep 
Score: -9320133.000000 Penalty: 5609.991699
	Iteration 26Q: 3 clusters Score -9320133 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 81282 members 
Entering Unmasked Estep 
Score: -9320147.000000 Penalty: 5609.991699
	Iteration 27Q: 3 clusters Score -9320147 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 81284 members 
Entering Unmasked Estep 
Score: -9320157.000000 Penalty: 5609.991699
	Iteration 28Q: 3 clusters Score -9320157 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 81288 members 
Entering Unmasked Estep 
Score: -9320168.000000 Penalty: 5609.991699
	Iteration 29Q: 3 clusters Score -9320168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 81291 members 
Entering Unmasked Estep 
Score: -9320165.000000 Penalty: 5609.991699
	Iteration 30Q: 3 clusters Score -9320165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 81294 members 
Entering Unmasked Estep 
Score: -9320179.000000 Penalty: 5609.991699
	Iteration 31Q: 3 clusters Score -9320179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 81296 members 
Entering Unmasked Estep 
Score: -9320178.000000 Penalty: 5609.991699
	Iteration 32Q: 3 clusters Score -9320178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -9320179.000000 Penalty: 5609.991699
	Iteration 33Q: 3 clusters Score -9320179 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 81295 members 
Entering Unmasked Estep 
Score: -9320179.000000 Penalty: 5609.991699
	Iteration 34F: 3 clusters Score -9320179 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (12662 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Entering Unmasked Estep 
Score: -1137775.375000 Penalty: 2342.697510
	Iteration 0F: 2 clusters Score -1137775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1128402.375000 Penalty: 4685.395020
	Iteration 0F: 3 clusters Score -1128402 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 6846 members 
Entering Unmasked Estep 
Score: -1131628.000000 Penalty: 4685.395020
	Iteration 1F: 3 clusters Score -1131628 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 7153 members 
Entering Unmasked Estep 
Score: -1132498.125000 Penalty: 4685.395020
	Iteration 2F: 3 clusters Score -1132498 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -1133499.375000 Penalty: 4685.395020
	Iteration 3F: 3 clusters Score -1133499 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -1134456.625000 Penalty: 4685.395020
	Iteration 4F: 3 clusters Score -1134457 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 7475 members 
Entering Unmasked Estep 
Score: -1135273.375000 Penalty: 4685.395020
	Iteration 5F: 3 clusters Score -1135273 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5254 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
Score: -1135796.500000 Penalty: 4685.395020
	Iteration 6F: 3 clusters Score -1135796 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 7330 members 
Entering Unmasked Estep 
Score: -1136081.500000 Penalty: 4685.395020
	Iteration 7Q: 3 clusters Score -1136082 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -1136253.750000 Penalty: 4685.395020
	Iteration 8Q: 3 clusters Score -1136254 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -1136343.250000 Penalty: 4685.395020
	Iteration 9Q: 3 clusters Score -1136343 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5597 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
Score: -1136398.250000 Penalty: 4685.395020
	Iteration 10Q: 3 clusters Score -1136398 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 6985 members 
Entering Unmasked Estep 
Score: -1136438.625000 Penalty: 4685.395020
	Iteration 11Q: 3 clusters Score -1136439 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -1136453.375000 Penalty: 4685.395020
	Iteration 12Q: 3 clusters Score -1136453 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -1136465.250000 Penalty: 4685.395020
	Iteration 13Q: 3 clusters Score -1136465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5800 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -1136470.875000 Penalty: 4685.395020
	Iteration 14Q: 3 clusters Score -1136471 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -1136477.000000 Penalty: 4685.395020
	Iteration 15Q: 3 clusters Score -1136477 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5830 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1136480.625000 Penalty: 4685.395020
	Iteration 16Q: 3 clusters Score -1136481 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5839 members 
Mstep: Class 2 contains 6823 members 
Entering Unmasked Estep 
Score: -1136484.250000 Penalty: 4685.395020
	Iteration 17Q: 3 clusters Score -1136484 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -1136489.125000 Penalty: 4685.395020
	Iteration 18Q: 3 clusters Score -1136489 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
Score: -1136488.500000 Penalty: 4685.395020
	Iteration 19Q: 3 clusters Score -1136488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5874 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -1136492.625000 Penalty: 4685.395020
	Iteration 20F: 3 clusters Score -1136493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 6776 members 
Entering Unmasked Estep 
Score: -1136494.875000 Penalty: 4685.395020
	Iteration 21Q: 3 clusters Score -1136495 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5892 members 
Mstep: Class 2 contains 6770 members 
Entering Unmasked Estep 
Score: -1136495.625000 Penalty: 4685.395020
	Iteration 22Q: 3 clusters Score -1136496 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 6759 members 
Entering Unmasked Estep 
Score: -1136502.250000 Penalty: 4685.395020
	Iteration 23Q: 3 clusters Score -1136502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 6753 members 
Entering Unmasked Estep 
Score: -1136501.000000 Penalty: 4685.395020
	Iteration 24Q: 3 clusters Score -1136501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 6751 members 
Entering Unmasked Estep 
Score: -1136501.375000 Penalty: 4685.395020
	Iteration 25Q: 3 clusters Score -1136501 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1136501.750000 Penalty: 4685.395020
	Iteration 26Q: 3 clusters Score -1136502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -1136501.750000 Penalty: 4685.395020
	Iteration 27F: 3 clusters Score -1136502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (2297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Entering Unmasked Estep 
Score: -267889.750000 Penalty: 1919.361084
	Iteration 0F: 2 clusters Score -267889.8 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 1137 members 
Entering Unmasked Estep 
Score: -265086.937500 Penalty: 3838.722168
	Iteration 0F: 3 clusters Score -265086.9 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -265567.156250 Penalty: 3838.722168
	Iteration 1F: 3 clusters Score -265567.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -265683.531250 Penalty: 3838.722168
	Iteration 2F: 3 clusters Score -265683.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -265752.812500 Penalty: 3838.722168
	Iteration 3Q: 3 clusters Score -265752.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -265796.906250 Penalty: 3838.722168
	Iteration 4Q: 3 clusters Score -265796.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -265825.812500 Penalty: 3838.722168
	Iteration 5Q: 3 clusters Score -265825.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -265846.000000 Penalty: 3838.722168
	Iteration 6Q: 3 clusters Score -265846 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -265854.812500 Penalty: 3838.722168
	Iteration 7Q: 3 clusters Score -265854.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -265858.812500 Penalty: 3838.722168
	Iteration 8Q: 3 clusters Score -265858.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -265863.781250 Penalty: 3838.722168
	Iteration 9Q: 3 clusters Score -265863.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -265867.218750 Penalty: 3838.722168
	Iteration 10Q: 3 clusters Score -265867.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -265869.187500 Penalty: 3838.722168
	Iteration 11Q: 3 clusters Score -265869.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -265871.718750 Penalty: 3838.722168
	Iteration 12Q: 3 clusters Score -265871.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -265874.156250 Penalty: 3838.722168
	Iteration 13Q: 3 clusters Score -265874.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -265877.312500 Penalty: 3838.722168
	Iteration 14Q: 3 clusters Score -265877.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -265880.406250 Penalty: 3838.722168
	Iteration 15Q: 3 clusters Score -265880.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -265884.093750 Penalty: 3838.722168
	Iteration 16Q: 3 clusters Score -265884.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -265887.187500 Penalty: 3838.722168
	Iteration 17Q: 3 clusters Score -265887.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -265890.281250 Penalty: 3838.722168
	Iteration 18Q: 3 clusters Score -265890.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -265892.593750 Penalty: 3838.722168
	Iteration 19Q: 3 clusters Score -265892.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -265893.406250 Penalty: 3838.722168
	Iteration 20F: 3 clusters Score -265893.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -265894.906250 Penalty: 3838.722168
	Iteration 21Q: 3 clusters Score -265894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -265896.562500 Penalty: 3838.722168
	Iteration 22Q: 3 clusters Score -265896.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -265896.562500 Penalty: 3838.722168
	Iteration 23F: 3 clusters Score -265896.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (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: -102037.187500 Penalty: 1721.654907
	Iteration 0F: 2 clusters Score -102037.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -100128.835938 Penalty: 3443.309814
	Iteration 0F: 3 clusters Score -100128.8 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -100487.726562 Penalty: 3443.309814
	Iteration 1F: 3 clusters Score -100487.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -100705.578125 Penalty: 3443.309814
	Iteration 2F: 3 clusters Score -100705.6 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -101180.976562 Penalty: 3443.309814
	Iteration 3F: 3 clusters Score -101181 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -101950.578125 Penalty: 3443.309814
	Iteration 4F: 3 clusters Score -101950.6 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -102537.773438 Penalty: 3443.309814
	Iteration 5F: 3 clusters Score -102537.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -103043.937500 Penalty: 3443.309814
	Iteration 6F: 3 clusters Score -103043.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -103157.203125 Penalty: 3443.309814
	Iteration 7Q: 3 clusters Score -103157.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -103168.265625 Penalty: 3443.309814
	Iteration 8Q: 3 clusters Score -103168.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103170.046875 Penalty: 3443.309814
	Iteration 9Q: 3 clusters Score -103170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -103170.046875 Penalty: 3443.309814
	Iteration 10F: 3 clusters Score -103170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 151470 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20442 members 
Mstep: Class 6 contains 75106 members 
Mstep: Class 7 contains 54849 members 
Mstep: Class 8 contains 24215 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 166707 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 231507 members 
Mstep: Class 13 contains 25097 members 
Mstep: Class 14 contains 197696 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 19215 members 
Mstep: Class 19 contains 234066 members 
Mstep: Class 20 contains 8258 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8759 members 
Mstep: Class 24 contains 81672 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 692 members 
Mstep: Class 28 contains 6904 members 
Mstep: Class 29 contains 343 members 
Entering Unmasked Estep 
Score: -161448464.000000 Penalty: 101876.304688
Splitting cluster 27 changes total score from -161455488.000000 to -161448464.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (6904 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Entering Unmasked Estep 
Score: -767562.875000 Penalty: 2192.284424
	Iteration 0F: 2 clusters Score -767562.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 3370 members 
Entering Unmasked Estep 
Score: -761856.187500 Penalty: 4384.568848
	Iteration 0F: 3 clusters Score -761856.2 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -763383.000000 Penalty: 4384.568848
	Iteration 1F: 3 clusters Score -763383 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -763828.062500 Penalty: 4384.568848
	Iteration 2F: 3 clusters Score -763828.1 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -764196.687500 Penalty: 4384.568848
	Iteration 3F: 3 clusters Score -764196.7 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -764491.625000 Penalty: 4384.568848
	Iteration 4F: 3 clusters Score -764491.6 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -764794.125000 Penalty: 4384.568848
	Iteration 5F: 3 clusters Score -764794.1 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -765093.937500 Penalty: 4384.568848
	Iteration 6F: 3 clusters Score -765093.9 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3270 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -765336.312500 Penalty: 4384.568848
	Iteration 7F: 3 clusters Score -765336.3 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 3798 members 
Entering Unmasked Estep 
Score: -765523.562500 Penalty: 4384.568848
	Iteration 8Q: 3 clusters Score -765523.6 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2991 members 
Mstep: Class 2 contains 3913 members 
Entering Unmasked Estep 
Score: -765672.125000 Penalty: 4384.568848
	Iteration 9Q: 3 clusters Score -765672.1 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -765786.062500 Penalty: 4384.568848
	Iteration 10Q: 3 clusters Score -765786.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -765870.375000 Penalty: 4384.568848
	Iteration 11Q: 3 clusters Score -765870.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 4087 members 
Entering Unmasked Estep 
Score: -765926.062500 Penalty: 4384.568848
	Iteration 12Q: 3 clusters Score -765926.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4117 members 
Entering Unmasked Estep 
Score: -765975.000000 Penalty: 4384.568848
	Iteration 13Q: 3 clusters Score -765975 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -766009.437500 Penalty: 4384.568848
	Iteration 14Q: 3 clusters Score -766009.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -766046.562500 Penalty: 4384.568848
	Iteration 15Q: 3 clusters Score -766046.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 4233 members 
Entering Unmasked Estep 
Score: -766077.312500 Penalty: 4384.568848
	Iteration 16Q: 3 clusters Score -766077.3 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -766101.187500 Penalty: 4384.568848
	Iteration 17Q: 3 clusters Score -766101.2 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -766117.375000 Penalty: 4384.568848
	Iteration 18Q: 3 clusters Score -766117.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -766131.687500 Penalty: 4384.568848
	Iteration 19Q: 3 clusters Score -766131.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -766150.187500 Penalty: 4384.568848
	Iteration 20F: 3 clusters Score -766150.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -766164.312500 Penalty: 4384.568848
	Iteration 21Q: 3 clusters Score -766164.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -766175.125000 Penalty: 4384.568848
	Iteration 22Q: 3 clusters Score -766175.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -766187.937500 Penalty: 4384.568848
	Iteration 23Q: 3 clusters Score -766187.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -766191.375000 Penalty: 4384.568848
	Iteration 24Q: 3 clusters Score -766191.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -766195.812500 Penalty: 4384.568848
	Iteration 25Q: 3 clusters Score -766195.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 4444 members 
Entering Unmasked Estep 
Score: -766200.187500 Penalty: 4384.568848
	Iteration 26Q: 3 clusters Score -766200.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -766202.312500 Penalty: 4384.568848
	Iteration 27Q: 3 clusters Score -766202.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -766206.125000 Penalty: 4384.568848
	Iteration 28Q: 3 clusters Score -766206.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -766206.687500 Penalty: 4384.568848
	Iteration 29Q: 3 clusters Score -766206.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -766206.562500 Penalty: 4384.568848
	Iteration 30Q: 3 clusters Score -766206.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -766209.312500 Penalty: 4384.568848
	Iteration 31Q: 3 clusters Score -766209.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2456 members 
Mstep: Class 2 contains 4448 members 
Entering Unmasked Estep 
Score: -766210.937500 Penalty: 4384.568848
	Iteration 32Q: 3 clusters Score -766210.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -766212.687500 Penalty: 4384.568848
	Iteration 33Q: 3 clusters Score -766212.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2452 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -766211.687500 Penalty: 4384.568848
	Iteration 34Q: 3 clusters Score -766211.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -766215.312500 Penalty: 4384.568848
	Iteration 35Q: 3 clusters Score -766215.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 4458 members 
Entering Unmasked Estep 
Score: -766215.812500 Penalty: 4384.568848
	Iteration 36Q: 3 clusters Score -766215.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -766213.500000 Penalty: 4384.568848
	Iteration 37Q: 3 clusters Score -766213.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -766217.437500 Penalty: 4384.568848
	Iteration 38Q: 3 clusters Score -766217.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -766216.125000 Penalty: 4384.568848
	Iteration 39Q: 3 clusters Score -766216.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -766217.062500 Penalty: 4384.568848
	Iteration 40F: 3 clusters Score -766217.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -766217.125000 Penalty: 4384.568848
	Iteration 41Q: 3 clusters Score -766217.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 4475 members 
Entering Unmasked Estep 
Score: -766219.375000 Penalty: 4384.568848
	Iteration 42Q: 3 clusters Score -766219.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 4478 members 
Entering Unmasked Estep 
Score: -766220.187500 Penalty: 4384.568848
	Iteration 43Q: 3 clusters Score -766220.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -766221.250000 Penalty: 4384.568848
	Iteration 44Q: 3 clusters Score -766221.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 4489 members 
Entering Unmasked Estep 
Score: -766222.812500 Penalty: 4384.568848
	Iteration 45Q: 3 clusters Score -766222.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -766227.125000 Penalty: 4384.568848
	Iteration 46Q: 3 clusters Score -766227.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -766227.875000 Penalty: 4384.568848
	Iteration 47Q: 3 clusters Score -766227.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -766229.250000 Penalty: 4384.568848
	Iteration 48Q: 3 clusters Score -766229.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -766230.937500 Penalty: 4384.568848
	Iteration 49Q: 3 clusters Score -766230.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -766232.437500 Penalty: 4384.568848
	Iteration 50Q: 3 clusters Score -766232.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -766235.625000 Penalty: 4384.568848
	Iteration 51Q: 3 clusters Score -766235.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -766236.437500 Penalty: 4384.568848
	Iteration 52Q: 3 clusters Score -766236.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -766234.625000 Penalty: 4384.568848
	Iteration 53Q: 3 clusters Score -766234.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -766236.125000 Penalty: 4384.568848
	Iteration 54Q: 3 clusters Score -766236.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -766236.000000 Penalty: 4384.568848
	Iteration 55Q: 3 clusters Score -766236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4537 members 
Entering Unmasked Estep 
Score: -766236.375000 Penalty: 4384.568848
	Iteration 56Q: 3 clusters Score -766236.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -766237.750000 Penalty: 4384.568848
	Iteration 57Q: 3 clusters Score -766237.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -766237.750000 Penalty: 4384.568848
	Iteration 58Q: 3 clusters Score -766237.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -766237.187500 Penalty: 4384.568848
	Iteration 59Q: 3 clusters Score -766237.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -766237.625000 Penalty: 4384.568848
	Iteration 60F: 3 clusters Score -766237.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -766238.375000 Penalty: 4384.568848
	Iteration 61Q: 3 clusters Score -766238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2361 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -766238.375000 Penalty: 4384.568848
	Iteration 62F: 3 clusters Score -766238.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 10556 members 
Mstep: Class 3 contains 151470 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20442 members 
Mstep: Class 6 contains 75106 members 
Mstep: Class 7 contains 54849 members 
Mstep: Class 8 contains 24215 members 
Mstep: Class 9 contains 10453 members 
Mstep: Class 10 contains 166707 members 
Mstep: Class 11 contains 2337 members 
Mstep: Class 12 contains 231507 members 
Mstep: Class 13 contains 25097 members 
Mstep: Class 14 contains 197696 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 23162 members 
Mstep: Class 17 contains 6103 members 
Mstep: Class 18 contains 19215 members 
Mstep: Class 19 contains 234066 members 
Mstep: Class 20 contains 8258 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8759 members 
Mstep: Class 24 contains 81672 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 6904 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451088.000000 Penalty: 98363.328125
Iteration 319Q: 29 clusters Score -1.614511e+08 nChanged 14806
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 10567 members 
Mstep: Class 3 contains 149240 members 
Mstep: Class 4 contains 10947 members 
Mstep: Class 5 contains 20431 members 
Mstep: Class 6 contains 74785 members 
Mstep: Class 7 contains 54520 members 
Mstep: Class 8 contains 24213 members 
Mstep: Class 9 contains 10427 members 
Mstep: Class 10 contains 168322 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 233859 members 
Mstep: Class 13 contains 24958 members 
Mstep: Class 14 contains 196335 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 23022 members 
Mstep: Class 17 contains 6108 members 
Mstep: Class 18 contains 19223 members 
Mstep: Class 19 contains 234439 members 
Mstep: Class 20 contains 8253 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3766 members 
Mstep: Class 23 contains 8758 members 
Mstep: Class 24 contains 81883 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 6888 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161451936.000000 Penalty: 98363.328125
Iteration 320F: 29 clusters Score -1.614519e+08 nChanged 19752
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26243 members 
Mstep: Class 2 contains 10582 members 
Mstep: Class 3 contains 145136 members 
Mstep: Class 4 contains 10948 members 
Mstep: Class 5 contains 20415 members 
Mstep: Class 6 contains 74410 members 
Mstep: Class 7 contains 54115 members 
Mstep: Class 8 contains 24214 members 
Mstep: Class 9 contains 10405 members 
Mstep: Class 10 contains 169643 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 240479 members 
Mstep: Class 13 contains 24768 members 
Mstep: Class 14 contains 194125 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 22867 members 
Mstep: Class 17 contains 6111 members 
Mstep: Class 18 contains 19227 members 
Mstep: Class 19 contains 233791 members 
Mstep: Class 20 contains 8249 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3770 members 
Mstep: Class 23 contains 8756 members 
Mstep: Class 24 contains 82058 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 6875 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161448992.000000 Penalty: 98363.328125
Iteration 321Q: 29 clusters Score -1.61449e+08 nChanged 21780
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26251 members 
Mstep: Class 2 contains 10611 members 
Mstep: Class 3 contains 140509 members 
Mstep: Class 4 contains 10949 members 
Mstep: Class 5 contains 20427 members 
Mstep: Class 6 contains 74106 members 
Mstep: Class 7 contains 53805 members 
Mstep: Class 8 contains 24216 members 
Mstep: Class 9 contains 10380 members 
Mstep: Class 10 contains 170757 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 245951 members 
Mstep: Class 13 contains 24592 members 
Mstep: Class 14 contains 192657 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 22698 members 
Mstep: Class 17 contains 6125 members 
Mstep: Class 18 contains 19225 members 
Mstep: Class 19 contains 234006 members 
Mstep: Class 20 contains 8243 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3774 members 
Mstep: Class 23 contains 8753 members 
Mstep: Class 24 contains 82291 members 
Mstep: Class 25 contains 12662 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 6860 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161444944.000000 Penalty: 98363.328125
Iteration 322Q: 29 clusters Score -1.614449e+08 nChanged 21959
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 10630 members 
Mstep: Class 3 contains 135573 members 
Mstep: Class 4 contains 10955 members 
Mstep: Class 5 contains 20441 members 
Mstep: Class 6 contains 73938 members 
Mstep: Class 7 contains 53641 members 
Mstep: Class 8 contains 24217 members 
Mstep: Class 9 contains 10343 members 
Mstep: Class 10 contains 171624 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 249849 members 
Mstep: Class 13 contains 24495 members 
Mstep: Class 14 contains 191770 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 22606 members 
Mstep: Class 17 contains 6124 members 
Mstep: Class 18 contains 19239 members 
Mstep: Class 19 contains 235351 members 
Mstep: Class 20 contains 8240 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3775 members 
Mstep: Class 23 contains 8753 members 
Mstep: Class 24 contains 82526 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2297 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 6846 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161440160.000000 Penalty: 98363.328125
Iteration 323Q: 29 clusters Score -1.614402e+08 nChanged 21922
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 10642 members 
Mstep: Class 3 contains 130730 members 
Mstep: Class 4 contains 10958 members 
Mstep: Class 5 contains 20457 members 
Mstep: Class 6 contains 73841 members 
Mstep: Class 7 contains 53536 members 
Mstep: Class 8 contains 24218 members 
Mstep: Class 9 contains 10318 members 
Mstep: Class 10 contains 172150 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 252215 members 
Mstep: Class 13 contains 24450 members 
Mstep: Class 14 contains 191424 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 22563 members 
Mstep: Class 17 contains 6131 members 
Mstep: Class 18 contains 19248 members 
Mstep: Class 19 contains 237688 members 
Mstep: Class 20 contains 8237 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3780 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 82769 members 
Mstep: Class 25 contains 12663 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 6831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161436128.000000 Penalty: 98363.328125
Iteration 324Q: 29 clusters Score -1.614361e+08 nChanged 21176
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 10652 members 
Mstep: Class 3 contains 126145 members 
Mstep: Class 4 contains 10960 members 
Mstep: Class 5 contains 20483 members 
Mstep: Class 6 contains 73861 members 
Mstep: Class 7 contains 53558 members 
Mstep: Class 8 contains 24218 members 
Mstep: Class 9 contains 10295 members 
Mstep: Class 10 contains 172262 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 253160 members 
Mstep: Class 13 contains 24481 members 
Mstep: Class 14 contains 191417 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 22612 members 
Mstep: Class 17 contains 6129 members 
Mstep: Class 18 contains 19252 members 
Mstep: Class 19 contains 240970 members 
Mstep: Class 20 contains 8232 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3778 members 
Mstep: Class 23 contains 8751 members 
Mstep: Class 24 contains 82898 members 
Mstep: Class 25 contains 12665 members 
Mstep: Class 26 contains 2300 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 6813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161433616.000000 Penalty: 98363.328125
Iteration 325Q: 29 clusters Score -1.614336e+08 nChanged 20052
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 10685 members 
Mstep: Class 3 contains 121990 members 
Mstep: Class 4 contains 10963 members 
Mstep: Class 5 contains 20473 members 
Mstep: Class 6 contains 74031 members 
Mstep: Class 7 contains 53626 members 
Mstep: Class 8 contains 24230 members 
Mstep: Class 9 contains 10289 members 
Mstep: Class 10 contains 171982 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 252783 members 
Mstep: Class 13 contains 24548 members 
Mstep: Class 14 contains 191810 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 22733 members 
Mstep: Class 17 contains 6122 members 
Mstep: Class 18 contains 19249 members 
Mstep: Class 19 contains 244870 members 
Mstep: Class 20 contains 8230 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3781 members 
Mstep: Class 23 contains 8752 members 
Mstep: Class 24 contains 82989 members 
Mstep: Class 25 contains 12666 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1039 members 
Mstep: Class 28 contains 6797 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431840.000000 Penalty: 98363.328125
Iteration 326Q: 29 clusters Score -1.614318e+08 nChanged 18978
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26250 members 
Mstep: Class 2 contains 10693 members 
Mstep: Class 3 contains 118382 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 20477 members 
Mstep: Class 6 contains 74268 members 
Mstep: Class 7 contains 53763 members 
Mstep: Class 8 contains 24232 members 
Mstep: Class 9 contains 10282 members 
Mstep: Class 10 contains 171477 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 251337 members 
Mstep: Class 13 contains 24641 members 
Mstep: Class 14 contains 192437 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 22867 members 
Mstep: Class 17 contains 6126 members 
Mstep: Class 18 contains 19251 members 
Mstep: Class 19 contains 249151 members 
Mstep: Class 20 contains 8230 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3777 members 
Mstep: Class 23 contains 8752 members 
Mstep: Class 24 contains 83042 members 
Mstep: Class 25 contains 12666 members 
Mstep: Class 26 contains 2298 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 6774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432352.000000 Penalty: 98363.328125
Iteration 327Q: 29 clusters Score -1.614324e+08 nChanged 17732
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 10701 members 
Mstep: Class 3 contains 115280 members 
Mstep: Class 4 contains 10973 members 
Mstep: Class 5 contains 20466 members 
Mstep: Class 6 contains 74517 members 
Mstep: Class 7 contains 53950 members 
Mstep: Class 8 contains 24230 members 
Mstep: Class 9 contains 10284 members 
Mstep: Class 10 contains 170787 members 
Mstep: Class 11 contains 2336 members 
Mstep: Class 12 contains 249161 members 
Mstep: Class 13 contains 24748 members 
Mstep: Class 14 contains 193140 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 23035 members 
Mstep: Class 17 contains 6128 members 
Mstep: Class 18 contains 19260 members 
Mstep: Class 19 contains 253696 members 
Mstep: Class 20 contains 8226 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3776 members 
Mstep: Class 23 contains 8749 members 
Mstep: Class 24 contains 83074 members 
Mstep: Class 25 contains 12666 members 
Mstep: Class 26 contains 2295 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 6756 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430768.000000 Penalty: 98363.328125
Iteration 328Q: 29 clusters Score -1.614308e+08 nChanged 16449
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26248 members 
Mstep: Class 2 contains 10704 members 
Mstep: Class 3 contains 112519 members 
Mstep: Class 4 contains 10971 members 
Mstep: Class 5 contains 20459 members 
Mstep: Class 6 contains 74811 members 
Mstep: Class 7 contains 54153 members 
Mstep: Class 8 contains 24229 members 
Mstep: Class 9 contains 10298 members 
Mstep: Class 10 contains 170012 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 246666 members 
Mstep: Class 13 contains 24898 members 
Mstep: Class 14 contains 193896 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 23258 members 
Mstep: Class 17 contains 6133 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 258056 members 
Mstep: Class 20 contains 8222 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3775 members 
Mstep: Class 23 contains 8748 members 
Mstep: Class 24 contains 83120 members 
Mstep: Class 25 contains 12666 members 
Mstep: Class 26 contains 2294 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 6739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430080.000000 Penalty: 98363.328125
Iteration 329Q: 29 clusters Score -1.614301e+08 nChanged 15394
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 10725 members 
Mstep: Class 3 contains 110080 members 
Mstep: Class 4 contains 10967 members 
Mstep: Class 5 contains 20468 members 
Mstep: Class 6 contains 75103 members 
Mstep: Class 7 contains 54414 members 
Mstep: Class 8 contains 24230 members 
Mstep: Class 9 contains 10301 members 
Mstep: Class 10 contains 169367 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 243817 members 
Mstep: Class 13 contains 25067 members 
Mstep: Class 14 contains 194717 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 23484 members 
Mstep: Class 17 contains 6130 members 
Mstep: Class 18 contains 19276 members 
Mstep: Class 19 contains 262139 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3773 members 
Mstep: Class 23 contains 8749 members 
Mstep: Class 24 contains 83192 members 
Mstep: Class 25 contains 12666 members 
Mstep: Class 26 contains 2293 members 
Mstep: Class 27 contains 1038 members 
Mstep: Class 28 contains 6725 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430176.000000 Penalty: 98363.328125
Iteration 330Q: 29 clusters Score -1.614302e+08 nChanged 14346
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 10739 members 
Mstep: Class 3 contains 107973 members 
Mstep: Class 4 contains 10975 members 
Mstep: Class 5 contains 20444 members 
Mstep: Class 6 contains 75403 members 
Mstep: Class 7 contains 54648 members 
Mstep: Class 8 contains 24238 members 
Mstep: Class 9 contains 10300 members 
Mstep: Class 10 contains 168948 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 240757 members 
Mstep: Class 13 contains 25244 members 
Mstep: Class 14 contains 195588 members 
Mstep: Class 15 contains 2526 members 
Mstep: Class 16 contains 23699 members 
Mstep: Class 17 contains 6134 members 
Mstep: Class 18 contains 19276 members 
Mstep: Class 19 contains 265893 members 
Mstep: Class 20 contains 8213 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3768 members 
Mstep: Class 23 contains 8747 members 
Mstep: Class 24 contains 83250 members 
Mstep: Class 25 contains 12665 members 
Mstep: Class 26 contains 2291 members 
Mstep: Class 27 contains 1037 members 
Mstep: Class 28 contains 6719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430032.000000 Penalty: 98363.328125
Iteration 331Q: 29 clusters Score -1.6143e+08 nChanged 13580
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26221 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 105983 members 
Mstep: Class 4 contains 10978 members 
Mstep: Class 5 contains 20438 members 
Mstep: Class 6 contains 75664 members 
Mstep: Class 7 contains 54942 members 
Mstep: Class 8 contains 24237 members 
Mstep: Class 9 contains 10303 members 
Mstep: Class 10 contains 168725 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 237641 members 
Mstep: Class 13 contains 25407 members 
Mstep: Class 14 contains 196580 members 
Mstep: Class 15 contains 2527 members 
Mstep: Class 16 contains 23903 members 
Mstep: Class 17 contains 6137 members 
Mstep: Class 18 contains 19274 members 
Mstep: Class 19 contains 269246 members 
Mstep: Class 20 contains 8217 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 8745 members 
Mstep: Class 24 contains 83328 members 
Mstep: Class 25 contains 12665 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 6714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430896.000000 Penalty: 98363.328125
Iteration 332Q: 29 clusters Score -1.614309e+08 nChanged 12648
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 10743 members 
Mstep: Class 3 contains 104084 members 
Mstep: Class 4 contains 10984 members 
Mstep: Class 5 contains 20424 members 
Mstep: Class 6 contains 75910 members 
Mstep: Class 7 contains 55192 members 
Mstep: Class 8 contains 24241 members 
Mstep: Class 9 contains 10311 members 
Mstep: Class 10 contains 168489 members 
Mstep: Class 11 contains 2335 members 
Mstep: Class 12 contains 234845 members 
Mstep: Class 13 contains 25537 members 
Mstep: Class 14 contains 197684 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 24096 members 
Mstep: Class 17 contains 6146 members 
Mstep: Class 18 contains 19276 members 
Mstep: Class 19 contains 272185 members 
Mstep: Class 20 contains 8218 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3767 members 
Mstep: Class 23 contains 8749 members 
Mstep: Class 24 contains 83376 members 
Mstep: Class 25 contains 12665 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430432.000000 Penalty: 98363.328125
Iteration 333Q: 29 clusters Score -1.614304e+08 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 10763 members 
Mstep: Class 3 contains 102305 members 
Mstep: Class 4 contains 10986 members 
Mstep: Class 5 contains 20409 members 
Mstep: Class 6 contains 76156 members 
Mstep: Class 7 contains 55424 members 
Mstep: Class 8 contains 24240 members 
Mstep: Class 9 contains 10331 members 
Mstep: Class 10 contains 168455 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 232361 members 
Mstep: Class 13 contains 25672 members 
Mstep: Class 14 contains 198824 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 24273 members 
Mstep: Class 17 contains 6146 members 
Mstep: Class 18 contains 19273 members 
Mstep: Class 19 contains 274490 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3768 members 
Mstep: Class 23 contains 8752 members 
Mstep: Class 24 contains 83416 members 
Mstep: Class 25 contains 12664 members 
Mstep: Class 26 contains 2291 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161430592.000000 Penalty: 98363.328125
Iteration 334Q: 29 clusters Score -1.614306e+08 nChanged 11346
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 10808 members 
Mstep: Class 3 contains 100654 members 
Mstep: Class 4 contains 10988 members 
Mstep: Class 5 contains 20405 members 
Mstep: Class 6 contains 76386 members 
Mstep: Class 7 contains 55657 members 
Mstep: Class 8 contains 24247 members 
Mstep: Class 9 contains 10348 members 
Mstep: Class 10 contains 168464 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 230186 members 
Mstep: Class 13 contains 25820 members 
Mstep: Class 14 contains 199946 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 24445 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 19274 members 
Mstep: Class 19 contains 276324 members 
Mstep: Class 20 contains 8212 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3770 members 
Mstep: Class 23 contains 8753 members 
Mstep: Class 24 contains 83424 members 
Mstep: Class 25 contains 12665 members 
Mstep: Class 26 contains 2292 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431184.000000 Penalty: 98363.328125
Iteration 335Q: 29 clusters Score -1.614312e+08 nChanged 10814
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26220 members 
Mstep: Class 2 contains 10849 members 
Mstep: Class 3 contains 99055 members 
Mstep: Class 4 contains 10990 members 
Mstep: Class 5 contains 20400 members 
Mstep: Class 6 contains 76609 members 
Mstep: Class 7 contains 55928 members 
Mstep: Class 8 contains 24246 members 
Mstep: Class 9 contains 10371 members 
Mstep: Class 10 contains 168562 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 228408 members 
Mstep: Class 13 contains 25953 members 
Mstep: Class 14 contains 201158 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 24608 members 
Mstep: Class 17 contains 6143 members 
Mstep: Class 18 contains 19264 members 
Mstep: Class 19 contains 277594 members 
Mstep: Class 20 contains 8212 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3765 members 
Mstep: Class 23 contains 8758 members 
Mstep: Class 24 contains 83386 members 
Mstep: Class 25 contains 12666 members 
Mstep: Class 26 contains 2291 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431280.000000 Penalty: 98363.328125
Iteration 336Q: 29 clusters Score -1.614313e+08 nChanged 10279
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 10903 members 
Mstep: Class 3 contains 97511 members 
Mstep: Class 4 contains 10988 members 
Mstep: Class 5 contains 20420 members 
Mstep: Class 6 contains 76831 members 
Mstep: Class 7 contains 56228 members 
Mstep: Class 8 contains 24247 members 
Mstep: Class 9 contains 10392 members 
Mstep: Class 10 contains 168747 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 226944 members 
Mstep: Class 13 contains 26101 members 
Mstep: Class 14 contains 202319 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 24761 members 
Mstep: Class 17 contains 6151 members 
Mstep: Class 18 contains 19265 members 
Mstep: Class 19 contains 278413 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3761 members 
Mstep: Class 23 contains 8760 members 
Mstep: Class 24 contains 83316 members 
Mstep: Class 25 contains 12668 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6709 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431776.000000 Penalty: 98363.328125
Iteration 337Q: 29 clusters Score -1.614318e+08 nChanged 10018
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 10944 members 
Mstep: Class 3 contains 95956 members 
Mstep: Class 4 contains 10981 members 
Mstep: Class 5 contains 20423 members 
Mstep: Class 6 contains 77043 members 
Mstep: Class 7 contains 56515 members 
Mstep: Class 8 contains 24248 members 
Mstep: Class 9 contains 10415 members 
Mstep: Class 10 contains 168948 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 225795 members 
Mstep: Class 13 contains 26234 members 
Mstep: Class 14 contains 203542 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 24892 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 19259 members 
Mstep: Class 19 contains 278907 members 
Mstep: Class 20 contains 8211 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3757 members 
Mstep: Class 23 contains 8762 members 
Mstep: Class 24 contains 83279 members 
Mstep: Class 25 contains 12668 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431376.000000 Penalty: 98363.328125
Iteration 338Q: 29 clusters Score -1.614314e+08 nChanged 9497
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26212 members 
Mstep: Class 2 contains 10986 members 
Mstep: Class 3 contains 94412 members 
Mstep: Class 4 contains 10986 members 
Mstep: Class 5 contains 20446 members 
Mstep: Class 6 contains 77234 members 
Mstep: Class 7 contains 56795 members 
Mstep: Class 8 contains 24246 members 
Mstep: Class 9 contains 10439 members 
Mstep: Class 10 contains 169206 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 224900 members 
Mstep: Class 13 contains 26388 members 
Mstep: Class 14 contains 204646 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25019 members 
Mstep: Class 17 contains 6155 members 
Mstep: Class 18 contains 19254 members 
Mstep: Class 19 contains 279163 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3762 members 
Mstep: Class 23 contains 8767 members 
Mstep: Class 24 contains 83252 members 
Mstep: Class 25 contains 12668 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431104.000000 Penalty: 98363.328125
Iteration 339Q: 29 clusters Score -1.614311e+08 nChanged 9002
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 11025 members 
Mstep: Class 3 contains 92956 members 
Mstep: Class 4 contains 10994 members 
Mstep: Class 5 contains 20456 members 
Mstep: Class 6 contains 77408 members 
Mstep: Class 7 contains 57047 members 
Mstep: Class 8 contains 24240 members 
Mstep: Class 9 contains 10466 members 
Mstep: Class 10 contains 169442 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 224330 members 
Mstep: Class 13 contains 26508 members 
Mstep: Class 14 contains 205769 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25128 members 
Mstep: Class 17 contains 6156 members 
Mstep: Class 18 contains 19260 members 
Mstep: Class 19 contains 279148 members 
Mstep: Class 20 contains 8209 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3763 members 
Mstep: Class 23 contains 8773 members 
Mstep: Class 24 contains 83186 members 
Mstep: Class 25 contains 12668 members 
Mstep: Class 26 contains 2285 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6715 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161433152.000000 Penalty: 98363.328125
Iteration 340F: 29 clusters Score -1.614332e+08 nChanged 10896
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 11070 members 
Mstep: Class 3 contains 89878 members 
Mstep: Class 4 contains 10993 members 
Mstep: Class 5 contains 20437 members 
Mstep: Class 6 contains 77568 members 
Mstep: Class 7 contains 57310 members 
Mstep: Class 8 contains 24243 members 
Mstep: Class 9 contains 10492 members 
Mstep: Class 10 contains 169637 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 226261 members 
Mstep: Class 13 contains 26620 members 
Mstep: Class 14 contains 206654 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25222 members 
Mstep: Class 17 contains 6153 members 
Mstep: Class 18 contains 19250 members 
Mstep: Class 19 contains 278643 members 
Mstep: Class 20 contains 8211 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8777 members 
Mstep: Class 24 contains 83091 members 
Mstep: Class 25 contains 12668 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 6716 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432512.000000 Penalty: 98363.328125
Iteration 341Q: 29 clusters Score -1.614325e+08 nChanged 10987
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 11120 members 
Mstep: Class 3 contains 87088 members 
Mstep: Class 4 contains 10987 members 
Mstep: Class 5 contains 20428 members 
Mstep: Class 6 contains 77700 members 
Mstep: Class 7 contains 57625 members 
Mstep: Class 8 contains 24241 members 
Mstep: Class 9 contains 10523 members 
Mstep: Class 10 contains 169417 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 228060 members 
Mstep: Class 13 contains 26735 members 
Mstep: Class 14 contains 207582 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25322 members 
Mstep: Class 17 contains 6146 members 
Mstep: Class 18 contains 19241 members 
Mstep: Class 19 contains 278122 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3758 members 
Mstep: Class 23 contains 8779 members 
Mstep: Class 24 contains 83183 members 
Mstep: Class 25 contains 12668 members 
Mstep: Class 26 contains 2282 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6719 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432288.000000 Penalty: 98363.328125
Iteration 342Q: 29 clusters Score -1.614323e+08 nChanged 10058
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 11179 members 
Mstep: Class 3 contains 84595 members 
Mstep: Class 4 contains 10987 members 
Mstep: Class 5 contains 20426 members 
Mstep: Class 6 contains 77837 members 
Mstep: Class 7 contains 57929 members 
Mstep: Class 8 contains 24245 members 
Mstep: Class 9 contains 10536 members 
Mstep: Class 10 contains 169136 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 229783 members 
Mstep: Class 13 contains 26835 members 
Mstep: Class 14 contains 208533 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25419 members 
Mstep: Class 17 contains 6140 members 
Mstep: Class 18 contains 19242 members 
Mstep: Class 19 contains 277407 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 83285 members 
Mstep: Class 25 contains 12668 members 
Mstep: Class 26 contains 2283 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 6728 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431840.000000 Penalty: 98363.328125
Iteration 343Q: 29 clusters Score -1.614318e+08 nChanged 9209
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 11239 members 
Mstep: Class 3 contains 82342 members 
Mstep: Class 4 contains 10993 members 
Mstep: Class 5 contains 20415 members 
Mstep: Class 6 contains 77969 members 
Mstep: Class 7 contains 58190 members 
Mstep: Class 8 contains 24242 members 
Mstep: Class 9 contains 10566 members 
Mstep: Class 10 contains 168787 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 231529 members 
Mstep: Class 13 contains 26905 members 
Mstep: Class 14 contains 209474 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25503 members 
Mstep: Class 17 contains 6144 members 
Mstep: Class 18 contains 19246 members 
Mstep: Class 19 contains 276598 members 
Mstep: Class 20 contains 8207 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 83355 members 
Mstep: Class 25 contains 12668 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 6736 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431744.000000 Penalty: 98363.328125
Iteration 344Q: 29 clusters Score -1.614317e+08 nChanged 8389
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 11282 members 
Mstep: Class 3 contains 80250 members 
Mstep: Class 4 contains 11000 members 
Mstep: Class 5 contains 20418 members 
Mstep: Class 6 contains 78106 members 
Mstep: Class 7 contains 58434 members 
Mstep: Class 8 contains 24240 members 
Mstep: Class 9 contains 10587 members 
Mstep: Class 10 contains 168479 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 233189 members 
Mstep: Class 13 contains 26958 members 
Mstep: Class 14 contains 210450 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25585 members 
Mstep: Class 17 contains 6152 members 
Mstep: Class 18 contains 19250 members 
Mstep: Class 19 contains 275708 members 
Mstep: Class 20 contains 8212 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3759 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 83407 members 
Mstep: Class 25 contains 12668 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 6742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432240.000000 Penalty: 98363.328125
Iteration 345Q: 29 clusters Score -1.614322e+08 nChanged 7922
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26199 members 
Mstep: Class 2 contains 11332 members 
Mstep: Class 3 contains 78316 members 
Mstep: Class 4 contains 11005 members 
Mstep: Class 5 contains 20424 members 
Mstep: Class 6 contains 78257 members 
Mstep: Class 7 contains 58684 members 
Mstep: Class 8 contains 24240 members 
Mstep: Class 9 contains 10591 members 
Mstep: Class 10 contains 168168 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 234872 members 
Mstep: Class 13 contains 27020 members 
Mstep: Class 14 contains 211356 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25633 members 
Mstep: Class 17 contains 6157 members 
Mstep: Class 18 contains 19257 members 
Mstep: Class 19 contains 274725 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3758 members 
Mstep: Class 23 contains 8779 members 
Mstep: Class 24 contains 83451 members 
Mstep: Class 25 contains 12668 members 
Mstep: Class 26 contains 2287 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 6749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432080.000000 Penalty: 98363.328125
Iteration 346Q: 29 clusters Score -1.614321e+08 nChanged 7191
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 11394 members 
Mstep: Class 3 contains 76551 members 
Mstep: Class 4 contains 11012 members 
Mstep: Class 5 contains 20415 members 
Mstep: Class 6 contains 78391 members 
Mstep: Class 7 contains 58898 members 
Mstep: Class 8 contains 24239 members 
Mstep: Class 9 contains 10601 members 
Mstep: Class 10 contains 167938 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 236510 members 
Mstep: Class 13 contains 27075 members 
Mstep: Class 14 contains 212180 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25679 members 
Mstep: Class 17 contains 6166 members 
Mstep: Class 18 contains 19266 members 
Mstep: Class 19 contains 273671 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 8780 members 
Mstep: Class 24 contains 83488 members 
Mstep: Class 25 contains 12669 members 
Mstep: Class 26 contains 2288 members 
Mstep: Class 27 contains 1036 members 
Mstep: Class 28 contains 6755 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431744.000000 Penalty: 98363.328125
Iteration 347Q: 29 clusters Score -1.614317e+08 nChanged 6492
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 11448 members 
Mstep: Class 3 contains 74900 members 
Mstep: Class 4 contains 11020 members 
Mstep: Class 5 contains 20423 members 
Mstep: Class 6 contains 78538 members 
Mstep: Class 7 contains 59093 members 
Mstep: Class 8 contains 24238 members 
Mstep: Class 9 contains 10610 members 
Mstep: Class 10 contains 167740 members 
Mstep: Class 11 contains 2334 members 
Mstep: Class 12 contains 238196 members 
Mstep: Class 13 contains 27136 members 
Mstep: Class 14 contains 212872 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25707 members 
Mstep: Class 17 contains 6168 members 
Mstep: Class 18 contains 19267 members 
Mstep: Class 19 contains 272644 members 
Mstep: Class 20 contains 8212 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3765 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 83470 members 
Mstep: Class 25 contains 12670 members 
Mstep: Class 26 contains 2289 members 
Mstep: Class 27 contains 1035 members 
Mstep: Class 28 contains 6759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432016.000000 Penalty: 98363.328125
Iteration 348Q: 29 clusters Score -1.61432e+08 nChanged 6018
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 11496 members 
Mstep: Class 3 contains 73357 members 
Mstep: Class 4 contains 11032 members 
Mstep: Class 5 contains 20418 members 
Mstep: Class 6 contains 78689 members 
Mstep: Class 7 contains 59264 members 
Mstep: Class 8 contains 24241 members 
Mstep: Class 9 contains 10606 members 
Mstep: Class 10 contains 167584 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 239885 members 
Mstep: Class 13 contains 27180 members 
Mstep: Class 14 contains 213466 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25730 members 
Mstep: Class 17 contains 6176 members 
Mstep: Class 18 contains 19267 members 
Mstep: Class 19 contains 271605 members 
Mstep: Class 20 contains 8215 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3762 members 
Mstep: Class 23 contains 8778 members 
Mstep: Class 24 contains 83467 members 
Mstep: Class 25 contains 12670 members 
Mstep: Class 26 contains 2289 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432240.000000 Penalty: 98363.328125
Iteration 349Q: 29 clusters Score -1.614322e+08 nChanged 5708
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 11532 members 
Mstep: Class 3 contains 71907 members 
Mstep: Class 4 contains 11034 members 
Mstep: Class 5 contains 20406 members 
Mstep: Class 6 contains 78837 members 
Mstep: Class 7 contains 59434 members 
Mstep: Class 8 contains 24245 members 
Mstep: Class 9 contains 10621 members 
Mstep: Class 10 contains 167504 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 241520 members 
Mstep: Class 13 contains 27191 members 
Mstep: Class 14 contains 213891 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25752 members 
Mstep: Class 17 contains 6180 members 
Mstep: Class 18 contains 19279 members 
Mstep: Class 19 contains 270685 members 
Mstep: Class 20 contains 8212 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3765 members 
Mstep: Class 23 contains 8781 members 
Mstep: Class 24 contains 83432 members 
Mstep: Class 25 contains 12670 members 
Mstep: Class 26 contains 2289 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432288.000000 Penalty: 98363.328125
Iteration 350Q: 29 clusters Score -1.614323e+08 nChanged 5604
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 11567 members 
Mstep: Class 3 contains 70516 members 
Mstep: Class 4 contains 11038 members 
Mstep: Class 5 contains 20412 members 
Mstep: Class 6 contains 79010 members 
Mstep: Class 7 contains 59554 members 
Mstep: Class 8 contains 24249 members 
Mstep: Class 9 contains 10629 members 
Mstep: Class 10 contains 167465 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 243171 members 
Mstep: Class 13 contains 27223 members 
Mstep: Class 14 contains 214257 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25765 members 
Mstep: Class 17 contains 6178 members 
Mstep: Class 18 contains 19291 members 
Mstep: Class 19 contains 269746 members 
Mstep: Class 20 contains 8213 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3764 members 
Mstep: Class 23 contains 8782 members 
Mstep: Class 24 contains 83376 members 
Mstep: Class 25 contains 12670 members 
Mstep: Class 26 contains 2290 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432368.000000 Penalty: 98363.328125
Iteration 351Q: 29 clusters Score -1.614324e+08 nChanged 5282
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26210 members 
Mstep: Class 2 contains 11606 members 
Mstep: Class 3 contains 69157 members 
Mstep: Class 4 contains 11039 members 
Mstep: Class 5 contains 20418 members 
Mstep: Class 6 contains 79188 members 
Mstep: Class 7 contains 59663 members 
Mstep: Class 8 contains 24253 members 
Mstep: Class 9 contains 10635 members 
Mstep: Class 10 contains 167458 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 244820 members 
Mstep: Class 13 contains 27257 members 
Mstep: Class 14 contains 214512 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25770 members 
Mstep: Class 17 contains 6176 members 
Mstep: Class 18 contains 19296 members 
Mstep: Class 19 contains 268895 members 
Mstep: Class 20 contains 8211 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3768 members 
Mstep: Class 23 contains 8783 members 
Mstep: Class 24 contains 83295 members 
Mstep: Class 25 contains 12670 members 
Mstep: Class 26 contains 2289 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6776 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432464.000000 Penalty: 98363.328125
Iteration 352Q: 29 clusters Score -1.614325e+08 nChanged 4898
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 11643 members 
Mstep: Class 3 contains 67824 members 
Mstep: Class 4 contains 11042 members 
Mstep: Class 5 contains 20423 members 
Mstep: Class 6 contains 79330 members 
Mstep: Class 7 contains 59764 members 
Mstep: Class 8 contains 24251 members 
Mstep: Class 9 contains 10655 members 
Mstep: Class 10 contains 167446 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 246469 members 
Mstep: Class 13 contains 27276 members 
Mstep: Class 14 contains 214714 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25770 members 
Mstep: Class 17 contains 6181 members 
Mstep: Class 18 contains 19305 members 
Mstep: Class 19 contains 268132 members 
Mstep: Class 20 contains 8211 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3765 members 
Mstep: Class 23 contains 8782 members 
Mstep: Class 24 contains 83210 members 
Mstep: Class 25 contains 12670 members 
Mstep: Class 26 contains 2290 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432336.000000 Penalty: 98363.328125
Iteration 353Q: 29 clusters Score -1.614323e+08 nChanged 4767
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 11690 members 
Mstep: Class 3 contains 66576 members 
Mstep: Class 4 contains 11042 members 
Mstep: Class 5 contains 20407 members 
Mstep: Class 6 contains 79462 members 
Mstep: Class 7 contains 59886 members 
Mstep: Class 8 contains 24246 members 
Mstep: Class 9 contains 10671 members 
Mstep: Class 10 contains 167427 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 248073 members 
Mstep: Class 13 contains 27298 members 
Mstep: Class 14 contains 214874 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25764 members 
Mstep: Class 17 contains 6185 members 
Mstep: Class 18 contains 19315 members 
Mstep: Class 19 contains 267383 members 
Mstep: Class 20 contains 8214 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3762 members 
Mstep: Class 23 contains 8784 members 
Mstep: Class 24 contains 83136 members 
Mstep: Class 25 contains 12671 members 
Mstep: Class 26 contains 2289 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432368.000000 Penalty: 98363.328125
Iteration 354Q: 29 clusters Score -1.614324e+08 nChanged 4579
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 11731 members 
Mstep: Class 3 contains 65322 members 
Mstep: Class 4 contains 11046 members 
Mstep: Class 5 contains 20396 members 
Mstep: Class 6 contains 79597 members 
Mstep: Class 7 contains 59984 members 
Mstep: Class 8 contains 24250 members 
Mstep: Class 9 contains 10686 members 
Mstep: Class 10 contains 167333 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 249724 members 
Mstep: Class 13 contains 27325 members 
Mstep: Class 14 contains 215067 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25762 members 
Mstep: Class 17 contains 6192 members 
Mstep: Class 18 contains 19322 members 
Mstep: Class 19 contains 266673 members 
Mstep: Class 20 contains 8212 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3760 members 
Mstep: Class 23 contains 8785 members 
Mstep: Class 24 contains 83025 members 
Mstep: Class 25 contains 12671 members 
Mstep: Class 26 contains 2291 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431968.000000 Penalty: 98363.328125
Iteration 355Q: 29 clusters Score -1.61432e+08 nChanged 4367
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 11761 members 
Mstep: Class 3 contains 64072 members 
Mstep: Class 4 contains 11051 members 
Mstep: Class 5 contains 20385 members 
Mstep: Class 6 contains 79709 members 
Mstep: Class 7 contains 60058 members 
Mstep: Class 8 contains 24253 members 
Mstep: Class 9 contains 10684 members 
Mstep: Class 10 contains 167278 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 251422 members 
Mstep: Class 13 contains 27348 members 
Mstep: Class 14 contains 215211 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25766 members 
Mstep: Class 17 contains 6197 members 
Mstep: Class 18 contains 19331 members 
Mstep: Class 19 contains 266007 members 
Mstep: Class 20 contains 8210 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3759 members 
Mstep: Class 23 contains 8788 members 
Mstep: Class 24 contains 82910 members 
Mstep: Class 25 contains 12671 members 
Mstep: Class 26 contains 2292 members 
Mstep: Class 27 contains 1033 members 
Mstep: Class 28 contains 6779 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161431984.000000 Penalty: 98363.328125
Iteration 356Q: 29 clusters Score -1.61432e+08 nChanged 4160
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26204 members 
Mstep: Class 2 contains 11793 members 
Mstep: Class 3 contains 62931 members 
Mstep: Class 4 contains 11056 members 
Mstep: Class 5 contains 20381 members 
Mstep: Class 6 contains 79810 members 
Mstep: Class 7 contains 60132 members 
Mstep: Class 8 contains 24253 members 
Mstep: Class 9 contains 10693 members 
Mstep: Class 10 contains 167159 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 253026 members 
Mstep: Class 13 contains 27380 members 
Mstep: Class 14 contains 215312 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25778 members 
Mstep: Class 17 contains 6199 members 
Mstep: Class 18 contains 19344 members 
Mstep: Class 19 contains 265403 members 
Mstep: Class 20 contains 8211 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3755 members 
Mstep: Class 23 contains 8791 members 
Mstep: Class 24 contains 82796 members 
Mstep: Class 25 contains 12671 members 
Mstep: Class 26 contains 2289 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6778 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432544.000000 Penalty: 98363.328125
Iteration 357Q: 29 clusters Score -1.614325e+08 nChanged 3971
Entering Unmasked Mstep 
Mstep: Class 0 contains 22 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 11827 members 
Mstep: Class 3 contains 61840 members 
Mstep: Class 4 contains 11060 members 
Mstep: Class 5 contains 20388 members 
Mstep: Class 6 contains 79903 members 
Mstep: Class 7 contains 60199 members 
Mstep: Class 8 contains 24251 members 
Mstep: Class 9 contains 10703 members 
Mstep: Class 10 contains 167080 members 
Mstep: Class 11 contains 2333 members 
Mstep: Class 12 contains 254569 members 
Mstep: Class 13 contains 27393 members 
Mstep: Class 14 contains 215314 members 
Mstep: Class 15 contains 2528 members 
Mstep: Class 16 contains 25782 members 
Mstep: Class 17 contains 6208 members 
Mstep: Class 18 contains 19347 members 
Mstep: Class 19 contains 264927 members 
Mstep: Class 20 contains 8213 members 
Mstep: Class 21 contains 602 members 
Mstep: Class 22 contains 3755 members 
Mstep: Class 23 contains 8793 members 
Mstep: Class 24 contains 82653 members 
Mstep: Class 25 contains 12671 members 
Mstep: Class 26 contains 2290 members 
Mstep: Class 27 contains 1034 members 
Mstep: Class 28 contains 6777 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -161432768.000000 Penalty: 98363.328125
Iteration 358Q: 29 clusters Score -1.614328e+08 nChanged 3890
Entering ConstructFrom: 
Score: -161432768.000000 Penalty: 98363.328125
Entering ConstructFrom: 
Trying to split cluster 1 (26200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Entering Unmasked Estep 
Score: -2941242.750000 Penalty: 2523.031494
	Iteration 0F: 2 clusters Score -2941243 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12971 members 
Mstep: Class 2 contains 13229 members 
Entering Unmasked Estep 
Score: -2923246.750000 Penalty: 5046.062988
	Iteration 0F: 3 clusters Score -2923247 nChanged 11693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
Score: -2929584.250000 Penalty: 5046.062988
	Iteration 1F: 3 clusters Score -2929584 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12285 members 
Mstep: Class 2 contains 13915 members 
Entering Unmasked Estep 
Score: -2930044.250000 Penalty: 5046.062988
	Iteration 2Q: 3 clusters Score -2930044 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11905 members 
Mstep: Class 2 contains 14295 members 
Entering Unmasked Estep 
Score: -2930484.500000 Penalty: 5046.062988
	Iteration 3Q: 3 clusters Score -2930484 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -2930977.250000 Penalty: 5046.062988
	Iteration 4Q: 3 clusters Score -2930977 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10751 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -2931471.750000 Penalty: 5046.062988
	Iteration 5Q: 3 clusters Score -2931472 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 16257 members 
Entering Unmasked Estep 
Score: -2932056.750000 Penalty: 5046.062988
	Iteration 6Q: 3 clusters Score -2932057 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -2932817.750000 Penalty: 5046.062988
	Iteration 7Q: 3 clusters Score -2932818 nChanged 1325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7835 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -2933735.500000 Penalty: 5046.062988
	Iteration 8F: 3 clusters Score -2933736 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6619 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -2934721.000000 Penalty: 5046.062988
	Iteration 9F: 3 clusters Score -2934721 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -2935658.000000 Penalty: 5046.062988
	Iteration 10F: 3 clusters Score -2935658 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -2936484.250000 Penalty: 5046.062988
	Iteration 11Q: 3 clusters Score -2936484 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3279 members 
Mstep: Class 2 contains 22921 members 
Entering Unmasked Estep 
Score: -2937157.750000 Penalty: 5046.062988
	Iteration 12Q: 3 clusters Score -2937158 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -2937736.500000 Penalty: 5046.062988
	Iteration 13Q: 3 clusters Score -2937736 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -2938161.500000 Penalty: 5046.062988
	Iteration 14Q: 3 clusters Score -2938162 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -2938445.250000 Penalty: 5046.062988
	Iteration 15Q: 3 clusters Score -2938445 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -2938661.500000 Penalty: 5046.062988
	Iteration 16Q: 3 clusters Score -2938662 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -2938794.500000 Penalty: 5046.062988
	Iteration 17Q: 3 clusters Score -2938794 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -2938888.250000 Penalty: 5046.062988
	Iteration 18Q: 3 clusters Score -2938888 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -2938954.250000 Penalty: 5046.062988
	Iteration 19Q: 3 clusters Score -2938954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -2939009.750000 Penalty: 5046.062988
	Iteration 20F: 3 clusters Score -2939010 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -2939062.250000 Penalty: 5046.062988
	Iteration 21Q: 3 clusters Score -2939062 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -2939092.000000 Penalty: 5046.062988
	Iteration 22Q: 3 clusters Score -2939092 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 25614 members 
Entering Unmasked Estep 
Score: -2939106.250000 Penalty: 5046.062988
	Iteration 23Q: 3 clusters Score -2939106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 25632 members 
Entering Unmasked Estep 
Score: -2939124.000000 Penalty: 5046.062988
	Iteration 24Q: 3 clusters Score -2939124 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 25651 members 
Entering Unmasked Estep 
Score: -2939147.500000 Penalty: 5046.062988
	Iteration 25Q: 3 clusters Score -2939148 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 25656 members 
Entering Unmasked Estep 
Score: -2939160.000000 Penalty: 5046.062988
	Iteration 26Q: 3 clusters Score -2939160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -2939163.750000 Penalty: 5046.062988
	Iteration 27Q: 3 clusters Score -2939164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -2939166.000000 Penalty: 5046.062988
	Iteration 28Q: 3 clusters Score -2939166 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 25662 members 
Entering Unmasked Estep 
Score: -2939166.000000 Penalty: 5046.062988
	Iteration 29F: 3 clusters Score -2939166 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (11859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Entering Unmasked Estep 
Score: -1427992.375000 Penalty: 2326.448975
	Iteration 0F: 2 clusters Score -1427992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5923 members 
Mstep: Class 2 contains 5936 members 
Entering Unmasked Estep 
Score: -1419065.250000 Penalty: 4652.897949
	Iteration 0F: 3 clusters Score -1419065 nChanged 4955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5962 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -1421722.125000 Penalty: 4652.897949
	Iteration 1F: 3 clusters Score -1421722 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 5890 members 
Entering Unmasked Estep 
Score: -1422044.125000 Penalty: 4652.897949
	Iteration 2F: 3 clusters Score -1422044 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 5910 members 
Entering Unmasked Estep 
Score: -1422253.375000 Penalty: 4652.897949
	Iteration 3Q: 3 clusters Score -1422253 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -1422433.000000 Penalty: 4652.897949
	Iteration 4Q: 3 clusters Score -1422433 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -1422558.125000 Penalty: 4652.897949
	Iteration 5Q: 3 clusters Score -1422558 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 5931 members 
Entering Unmasked Estep 
Score: -1422661.375000 Penalty: 4652.897949
	Iteration 6Q: 3 clusters Score -1422661 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1422758.625000 Penalty: 4652.897949
	Iteration 7Q: 3 clusters Score -1422759 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5896 members 
Mstep: Class 2 contains 5963 members 
Entering Unmasked Estep 
Score: -1422859.375000 Penalty: 4652.897949
	Iteration 8Q: 3 clusters Score -1422859 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5860 members 
Mstep: Class 2 contains 5999 members 
Entering Unmasked Estep 
Score: -1422939.500000 Penalty: 4652.897949
	Iteration 9Q: 3 clusters Score -1422940 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 6031 members 
Entering Unmasked Estep 
Score: -1423026.125000 Penalty: 4652.897949
	Iteration 10Q: 3 clusters Score -1423026 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5803 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -1423115.500000 Penalty: 4652.897949
	Iteration 11Q: 3 clusters Score -1423116 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5748 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -1423215.125000 Penalty: 4652.897949
	Iteration 12Q: 3 clusters Score -1423215 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1423354.250000 Penalty: 4652.897949
	Iteration 13Q: 3 clusters Score -1423354 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -1423505.875000 Penalty: 4652.897949
	Iteration 14Q: 3 clusters Score -1423506 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -1423659.875000 Penalty: 4652.897949
	Iteration 15Q: 3 clusters Score -1423660 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 6251 members 
Entering Unmasked Estep 
Score: -1423822.250000 Penalty: 4652.897949
	Iteration 16Q: 3 clusters Score -1423822 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -1424000.500000 Penalty: 4652.897949
	Iteration 17Q: 3 clusters Score -1424000 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1424187.750000 Penalty: 4652.897949
	Iteration 18Q: 3 clusters Score -1424188 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1424344.750000 Penalty: 4652.897949
	Iteration 19Q: 3 clusters Score -1424345 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5520 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1424452.625000 Penalty: 4652.897949
	Iteration 20F: 3 clusters Score -1424453 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5494 members 
Mstep: Class 2 contains 6365 members 
Entering Unmasked Estep 
Score: -1424540.125000 Penalty: 4652.897949
	Iteration 21Q: 3 clusters Score -1424540 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 6400 members 
Entering Unmasked Estep 
Score: -1424608.375000 Penalty: 4652.897949
	Iteration 22Q: 3 clusters Score -1424608 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1424664.625000 Penalty: 4652.897949
	Iteration 23Q: 3 clusters Score -1424665 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 6474 members 
Entering Unmasked Estep 
Score: -1424717.875000 Penalty: 4652.897949
	Iteration 24Q: 3 clusters Score -1424718 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -1424757.125000 Penalty: 4652.897949
	Iteration 25Q: 3 clusters Score -1424757 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5321 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
Score: -1424784.375000 Penalty: 4652.897949
	Iteration 26Q: 3 clusters Score -1424784 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 6566 members 
Entering Unmasked Estep 
Score: -1424811.000000 Penalty: 4652.897949
	Iteration 27Q: 3 clusters Score -1424811 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -1424838.250000 Penalty: 4652.897949
	Iteration 28Q: 3 clusters Score -1424838 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 6654 members 
Entering Unmasked Estep 
Score: -1424871.500000 Penalty: 4652.897949
	Iteration 29Q: 3 clusters Score -1424872 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -1424887.125000 Penalty: 4652.897949
	Iteration 30Q: 3 clusters Score -1424887 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 6709 members 
Entering Unmasked Estep 
Score: -1424904.500000 Penalty: 4652.897949
	Iteration 31Q: 3 clusters Score -1424904 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -1424933.000000 Penalty: 4652.897949
	Iteration 32Q: 3 clusters Score -1424933 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -1424954.250000 Penalty: 4652.897949
	Iteration 33Q: 3 clusters Score -1424954 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1424969.125000 Penalty: 4652.897949
	Iteration 34Q: 3 clusters Score -1424969 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -1424995.875000 Penalty: 4652.897949
	Iteration 35Q: 3 clusters Score -1424996 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -1425018.250000 Penalty: 4652.897949
	Iteration 36Q: 3 clusters Score -1425018 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4999 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
Score: -1425033.375000 Penalty: 4652.897949
	Iteration 37Q: 3 clusters Score -1425033 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1425059.000000 Penalty: 4652.897949
	Iteration 38Q: 3 clusters Score -1425059 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -1425079.125000 Penalty: 4652.897949
	Iteration 39Q: 3 clusters Score -1425079 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 6874 members 
Entering Unmasked Estep 
Score: -1425100.750000 Penalty: 4652.897949
	Iteration 40F: 3 clusters Score -1425101 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4996 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -1425126.750000 Penalty: 4652.897949
	Iteration 41Q: 3 clusters Score -1425127 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 6848 members 
Entering Unmasked Estep 
Score: -1425145.375000 Penalty: 4652.897949
	Iteration 42Q: 3 clusters Score -1425145 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 6832 members 
Entering Unmasked Estep 
Score: -1425152.750000 Penalty: 4652.897949
	Iteration 43Q: 3 clusters Score -1425153 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -1425183.875000 Penalty: 4652.897949
	Iteration 44Q: 3 clusters Score -1425184 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5053 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -1425213.250000 Penalty: 4652.897949
	Iteration 45Q: 3 clusters Score -1425213 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1425236.750000 Penalty: 4652.897949
	Iteration 46Q: 3 clusters Score -1425237 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1425263.250000 Penalty: 4652.897949
	Iteration 47Q: 3 clusters Score -1425263 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 6777 members 
Entering Unmasked Estep 
Score: -1425286.500000 Penalty: 4652.897949
	Iteration 48Q: 3 clusters Score -1425286 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 6772 members 
Entering Unmasked Estep 
Score: -1425306.375000 Penalty: 4652.897949
	Iteration 49Q: 3 clusters Score -1425306 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 6775 members 
Entering Unmasked Estep 
Score: -1425338.375000 Penalty: 4652.897949
	Iteration 50Q: 3 clusters Score -1425338 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 6771 members 
Entering Unmasked Estep 
Score: -1425357.500000 Penalty: 4652.897949
	Iteration 51Q: 3 clusters Score -1425358 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5098 members 
Mstep: Class 2 contains 6761 members 
Entering Unmasked Estep 
Score: -1425381.875000 Penalty: 4652.897949
	Iteration 52Q: 3 clusters Score -1425382 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 6741 members 
Entering Unmasked Estep 
Score: -1425413.125000 Penalty: 4652.897949
	Iteration 53Q: 3 clusters Score -1425413 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 6740 members 
Entering Unmasked Estep 
Score: -1425431.500000 Penalty: 4652.897949
	Iteration 54Q: 3 clusters Score -1425432 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 6721 members 
Entering Unmasked Estep 
Score: -1425445.375000 Penalty: 4652.897949
	Iteration 55Q: 3 clusters Score -1425445 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -1425462.250000 Penalty: 4652.897949
	Iteration 56Q: 3 clusters Score -1425462 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -1425490.250000 Penalty: 4652.897949
	Iteration 57Q: 3 clusters Score -1425490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 6666 members 
Entering Unmasked Estep 
Score: -1425509.125000 Penalty: 4652.897949
	Iteration 58Q: 3 clusters Score -1425509 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 6655 members 
Entering Unmasked Estep 
Score: -1425535.500000 Penalty: 4652.897949
	Iteration 59Q: 3 clusters Score -1425536 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 6631 members 
Entering Unmasked Estep 
Score: -1425562.000000 Penalty: 4652.897949
	Iteration 60F: 3 clusters Score -1425562 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5259 members 
Mstep: Class 2 contains 6600 members 
Entering Unmasked Estep 
Score: -1425582.250000 Penalty: 4652.897949
	Iteration 61Q: 3 clusters Score -1425582 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 6567 members 
Entering Unmasked Estep 
Score: -1425604.750000 Penalty: 4652.897949
	Iteration 62Q: 3 clusters Score -1425605 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1425621.000000 Penalty: 4652.897949
	Iteration 63Q: 3 clusters Score -1425621 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 6523 members 
Entering Unmasked Estep 
Score: -1425630.250000 Penalty: 4652.897949
	Iteration 64Q: 3 clusters Score -1425630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1425639.625000 Penalty: 4652.897949
	Iteration 65Q: 3 clusters Score -1425640 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1425643.625000 Penalty: 4652.897949
	Iteration 66Q: 3 clusters Score -1425644 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1425652.000000 Penalty: 4652.897949
	Iteration 67Q: 3 clusters Score -1425652 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -1425665.750000 Penalty: 4652.897949
	Iteration 68Q: 3 clusters Score -1425666 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5469 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -1425675.500000 Penalty: 4652.897949
	Iteration 69Q: 3 clusters Score -1425676 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 6354 members 
Entering Unmasked Estep 
Score: -1425689.250000 Penalty: 4652.897949
	Iteration 70Q: 3 clusters Score -1425689 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5533 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
Score: -1425698.000000 Penalty: 4652.897949
	Iteration 71Q: 3 clusters Score -1425698 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5553 members 
Mstep: Class 2 contains 6306 members 
Entering Unmasked Estep 
Score: -1425704.875000 Penalty: 4652.897949
	Iteration 72Q: 3 clusters Score -1425705 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -1425713.625000 Penalty: 4652.897949
	Iteration 73Q: 3 clusters Score -1425714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 6252 members 
Entering Unmasked Estep 
Score: -1425718.500000 Penalty: 4652.897949
	Iteration 74Q: 3 clusters Score -1425718 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 6218 members 
Entering Unmasked Estep 
Score: -1425726.375000 Penalty: 4652.897949
	Iteration 75Q: 3 clusters Score -1425726 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5674 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -1425735.375000 Penalty: 4652.897949
	Iteration 76Q: 3 clusters Score -1425735 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1425743.375000 Penalty: 4652.897949
	Iteration 77Q: 3 clusters Score -1425743 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1425750.500000 Penalty: 4652.897949
	Iteration 78Q: 3 clusters Score -1425750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 6088 members 
Entering Unmasked Estep 
Score: -1425758.875000 Penalty: 4652.897949
	Iteration 79Q: 3 clusters Score -1425759 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5799 members 
Mstep: Class 2 contains 6060 members 
Entering Unmasked Estep 
Score: -1425764.750000 Penalty: 4652.897949
	Iteration 80F: 3 clusters Score -1425765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5823 members 
Mstep: Class 2 contains 6036 members 
Entering Unmasked Estep 
Score: -1425768.375000 Penalty: 4652.897949
	Iteration 81Q: 3 clusters Score -1425768 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 6007 members 
Entering Unmasked Estep 
Score: -1425769.875000 Penalty: 4652.897949
	Iteration 82Q: 3 clusters Score -1425770 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -1425780.250000 Penalty: 4652.897949
	Iteration 83Q: 3 clusters Score -1425780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5917 members 
Mstep: Class 2 contains 5942 members 
Entering Unmasked Estep 
Score: -1425785.875000 Penalty: 4652.897949
	Iteration 84Q: 3 clusters Score -1425786 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5934 members 
Mstep: Class 2 contains 5925 members 
Entering Unmasked Estep 
Score: -1425789.750000 Penalty: 4652.897949
	Iteration 85Q: 3 clusters Score -1425790 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 5903 members 
Entering Unmasked Estep 
Score: -1425792.625000 Penalty: 4652.897949
	Iteration 86Q: 3 clusters Score -1425793 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 5887 members 
Entering Unmasked Estep 
Score: -1425793.000000 Penalty: 4652.897949
	Iteration 87Q: 3 clusters Score -1425793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 5873 members 
Entering Unmasked Estep 
Score: -1425796.000000 Penalty: 4652.897949
	Iteration 88Q: 3 clusters Score -1425796 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 5856 members 
Entering Unmasked Estep 
Score: -1425798.125000 Penalty: 4652.897949
	Iteration 89Q: 3 clusters Score -1425798 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -1425802.125000 Penalty: 4652.897949
	Iteration 90Q: 3 clusters Score -1425802 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1425810.000000 Penalty: 4652.897949
	Iteration 91Q: 3 clusters Score -1425810 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -1425807.500000 Penalty: 4652.897949
	Iteration 92Q: 3 clusters Score -1425808 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1425812.250000 Penalty: 4652.897949
	Iteration 93Q: 3 clusters Score -1425812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 5766 members 
Entering Unmasked Estep 
Score: -1425814.500000 Penalty: 4652.897949
	Iteration 94Q: 3 clusters Score -1425814 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -1425816.250000 Penalty: 4652.897949
	Iteration 95Q: 3 clusters Score -1425816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6115 members 
Mstep: Class 2 contains 5744 members 
Entering Unmasked Estep 
Score: -1425816.250000 Penalty: 4652.897949
	Iteration 96Q: 3 clusters Score -1425816 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 5730 members 
Entering Unmasked Estep 
Score: -1425820.875000 Penalty: 4652.897949
	Iteration 97Q: 3 clusters Score -1425821 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6139 members 
Mstep: Class 2 contains 5720 members 
Entering Unmasked Estep 
Score: -1425819.500000 Penalty: 4652.897949
	Iteration 98Q: 3 clusters Score -1425820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5715 members 
Entering Unmasked Estep 
Score: -1425823.250000 Penalty: 4652.897949
	Iteration 99Q: 3 clusters Score -1425823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 5714 members 
Entering Unmasked Estep 
Score: -1425824.750000 Penalty: 4652.897949
	Iteration 100F: 3 clusters Score -1425825 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (60765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60765 members 
Entering Unmasked Estep 
Score: -7149243.500000 Penalty: 2731.662842
	Iteration 0F: 2 clusters Score -7149244 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 30476 members 
Entering Unmasked Estep 
Score: -7108401.000000 Penalty: 5463.325684
	Iteration 0F: 3 clusters Score -7108401 nChanged 28389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -7124181.500000 Penalty: 5463.325684
	Iteration 1F: 3 clusters Score -7124182 nChanged 2171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29689 members 
Mstep: Class 2 contains 31076 members 
Entering Unmasked Estep 
Score: -7124717.500000 Penalty: 5463.325684
	Iteration 2Q: 3 clusters Score -7124718 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29343 members 
Mstep: Class 2 contains 31422 members 
Entering Unmasked Estep 
Score: -7125228.500000 Penalty: 5463.325684
	Iteration 3Q: 3 clusters Score -7125228 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28739 members 
Mstep: Class 2 contains 32026 members 
Entering Unmasked Estep 
Score: -7125771.000000 Penalty: 5463.325684
	Iteration 4Q: 3 clusters Score -7125771 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 32840 members 
Entering Unmasked Estep 
Score: -7126343.000000 Penalty: 5463.325684
	Iteration 5Q: 3 clusters Score -7126343 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -7127192.000000 Penalty: 5463.325684
	Iteration 6Q: 3 clusters Score -7127192 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25233 members 
Mstep: Class 2 contains 35532 members 
Entering Unmasked Estep 
Score: -7128449.500000 Penalty: 5463.325684
	Iteration 7Q: 3 clusters Score -7128450 nChanged 2803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 37475 members 
Entering Unmasked Estep 
Score: -7130438.500000 Penalty: 5463.325684
	Iteration 8Q: 3 clusters Score -7130438 nChanged 3171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -7133150.500000 Penalty: 5463.325684
	Iteration 9F: 3 clusters Score -7133150 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19212 members 
Mstep: Class 2 contains 41553 members 
Entering Unmasked Estep 
Score: -7136020.500000 Penalty: 5463.325684
	Iteration 10F: 3 clusters Score -7136020 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 42826 members 
Entering Unmasked Estep 
Score: -7138856.500000 Penalty: 5463.325684
	Iteration 11F: 3 clusters Score -7138856 nChanged 3000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -7140969.500000 Penalty: 5463.325684
	Iteration 12Q: 3 clusters Score -7140970 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17283 members 
Mstep: Class 2 contains 43482 members 
Entering Unmasked Estep 
Score: -7142220.500000 Penalty: 5463.325684
	Iteration 13Q: 3 clusters Score -7142220 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17254 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -7142774.500000 Penalty: 5463.325684
	Iteration 14Q: 3 clusters Score -7142774 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17284 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -7143092.500000 Penalty: 5463.325684
	Iteration 15Q: 3 clusters Score -7143092 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17292 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -7143315.500000 Penalty: 5463.325684
	Iteration 16Q: 3 clusters Score -7143316 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 43396 members 
Entering Unmasked Estep 
Score: -7143463.500000 Penalty: 5463.325684
	Iteration 17Q: 3 clusters Score -7143464 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 43300 members 
Entering Unmasked Estep 
Score: -7143594.500000 Penalty: 5463.325684
	Iteration 18Q: 3 clusters Score -7143594 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17586 members 
Mstep: Class 2 contains 43179 members 
Entering Unmasked Estep 
Score: -7143707.500000 Penalty: 5463.325684
	Iteration 19Q: 3 clusters Score -7143708 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 43017 members 
Entering Unmasked Estep 
Score: -7143840.000000 Penalty: 5463.325684
	Iteration 20F: 3 clusters Score -7143840 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 42803 members 
Entering Unmasked Estep 
Score: -7143952.500000 Penalty: 5463.325684
	Iteration 21Q: 3 clusters Score -7143952 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 42538 members 
Entering Unmasked Estep 
Score: -7144068.500000 Penalty: 5463.325684
	Iteration 22Q: 3 clusters Score -7144068 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -7144218.000000 Penalty: 5463.325684
	Iteration 23Q: 3 clusters Score -7144218 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18867 members 
Mstep: Class 2 contains 41898 members 
Entering Unmasked Estep 
Score: -7144357.000000 Penalty: 5463.325684
	Iteration 24Q: 3 clusters Score -7144357 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 41483 members 
Entering Unmasked Estep 
Score: -7144519.000000 Penalty: 5463.325684
	Iteration 25Q: 3 clusters Score -7144519 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 40980 members 
Entering Unmasked Estep 
Score: -7144713.000000 Penalty: 5463.325684
	Iteration 26Q: 3 clusters Score -7144713 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20388 members 
Mstep: Class 2 contains 40377 members 
Entering Unmasked Estep 
Score: -7145017.500000 Penalty: 5463.325684
	Iteration 27Q: 3 clusters Score -7145018 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20983 members 
Mstep: Class 2 contains 39782 members 
Entering Unmasked Estep 
Score: -7145274.000000 Penalty: 5463.325684
	Iteration 28Q: 3 clusters Score -7145274 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21541 members 
Mstep: Class 2 contains 39224 members 
Entering Unmasked Estep 
Score: -7145460.000000 Penalty: 5463.325684
	Iteration 29Q: 3 clusters Score -7145460 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22025 members 
Mstep: Class 2 contains 38740 members 
Entering Unmasked Estep 
Score: -7145569.500000 Penalty: 5463.325684
	Iteration 30Q: 3 clusters Score -7145570 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22451 members 
Mstep: Class 2 contains 38314 members 
Entering Unmasked Estep 
Score: -7145668.000000 Penalty: 5463.325684
	Iteration 31Q: 3 clusters Score -7145668 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -7145726.500000 Penalty: 5463.325684
	Iteration 32Q: 3 clusters Score -7145726 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 37560 members 
Entering Unmasked Estep 
Score: -7145784.000000 Penalty: 5463.325684
	Iteration 33Q: 3 clusters Score -7145784 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23536 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
Score: -7145879.500000 Penalty: 5463.325684
	Iteration 34Q: 3 clusters Score -7145880 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 36881 members 
Entering Unmasked Estep 
Score: -7145894.500000 Penalty: 5463.325684
	Iteration 35Q: 3 clusters Score -7145894 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24212 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -7145940.500000 Penalty: 5463.325684
	Iteration 36Q: 3 clusters Score -7145940 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24550 members 
Mstep: Class 2 contains 36215 members 
Entering Unmasked Estep 
Score: -7145998.500000 Penalty: 5463.325684
	Iteration 37Q: 3 clusters Score -7145998 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -7146067.500000 Penalty: 5463.325684
	Iteration 38Q: 3 clusters Score -7146068 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 35545 members 
Entering Unmasked Estep 
Score: -7146079.500000 Penalty: 5463.325684
	Iteration 39Q: 3 clusters Score -7146080 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25565 members 
Mstep: Class 2 contains 35200 members 
Entering Unmasked Estep 
Score: -7146111.000000 Penalty: 5463.325684
	Iteration 40F: 3 clusters Score -7146111 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 34869 members 
Entering Unmasked Estep 
Score: -7146172.500000 Penalty: 5463.325684
	Iteration 41Q: 3 clusters Score -7146172 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26215 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -7146199.000000 Penalty: 5463.325684
	Iteration 42Q: 3 clusters Score -7146199 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26528 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -7146254.000000 Penalty: 5463.325684
	Iteration 43Q: 3 clusters Score -7146254 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 33911 members 
Entering Unmasked Estep 
Score: -7146312.500000 Penalty: 5463.325684
	Iteration 44Q: 3 clusters Score -7146312 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -7146327.500000 Penalty: 5463.325684
	Iteration 45Q: 3 clusters Score -7146328 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 33308 members 
Entering Unmasked Estep 
Score: -7146379.000000 Penalty: 5463.325684
	Iteration 46Q: 3 clusters Score -7146379 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27717 members 
Mstep: Class 2 contains 33048 members 
Entering Unmasked Estep 
Score: -7146433.000000 Penalty: 5463.325684
	Iteration 47Q: 3 clusters Score -7146433 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 32771 members 
Entering Unmasked Estep 
Score: -7146463.000000 Penalty: 5463.325684
	Iteration 48Q: 3 clusters Score -7146463 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -7146509.000000 Penalty: 5463.325684
	Iteration 49Q: 3 clusters Score -7146509 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28496 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -7146540.500000 Penalty: 5463.325684
	Iteration 50Q: 3 clusters Score -7146540 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 32029 members 
Entering Unmasked Estep 
Score: -7146558.000000 Penalty: 5463.325684
	Iteration 51Q: 3 clusters Score -7146558 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28965 members 
Mstep: Class 2 contains 31800 members 
Entering Unmasked Estep 
Score: -7146572.000000 Penalty: 5463.325684
	Iteration 52Q: 3 clusters Score -7146572 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29167 members 
Mstep: Class 2 contains 31598 members 
Entering Unmasked Estep 
Score: -7146593.500000 Penalty: 5463.325684
	Iteration 53Q: 3 clusters Score -7146594 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 31421 members 
Entering Unmasked Estep 
Score: -7146611.000000 Penalty: 5463.325684
	Iteration 54Q: 3 clusters Score -7146611 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 31242 members 
Entering Unmasked Estep 
Score: -7146618.000000 Penalty: 5463.325684
	Iteration 55Q: 3 clusters Score -7146618 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 31083 members 
Entering Unmasked Estep 
Score: -7146623.500000 Penalty: 5463.325684
	Iteration 56Q: 3 clusters Score -7146624 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29842 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -7146655.000000 Penalty: 5463.325684
	Iteration 57Q: 3 clusters Score -7146655 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -7146680.500000 Penalty: 5463.325684
	Iteration 58Q: 3 clusters Score -7146680 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30162 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -7146674.500000 Penalty: 5463.325684
	Iteration 59Q: 3 clusters Score -7146674 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30301 members 
Mstep: Class 2 contains 30464 members 
Entering Unmasked Estep 
Score: -7146678.500000 Penalty: 5463.325684
	Iteration 60F: 3 clusters Score -7146678 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30458 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -7146721.000000 Penalty: 5463.325684
	Iteration 61Q: 3 clusters Score -7146721 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -7146734.000000 Penalty: 5463.325684
	Iteration 62Q: 3 clusters Score -7146734 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 29996 members 
Entering Unmasked Estep 
Score: -7146737.000000 Penalty: 5463.325684
	Iteration 63Q: 3 clusters Score -7146737 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30919 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
Score: -7146750.000000 Penalty: 5463.325684
	Iteration 64Q: 3 clusters Score -7146750 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31061 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -7146759.500000 Penalty: 5463.325684
	Iteration 65Q: 3 clusters Score -7146760 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 29565 members 
Entering Unmasked Estep 
Score: -7146757.000000 Penalty: 5463.325684
	Iteration 66Q: 3 clusters Score -7146757 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 29411 members 
Entering Unmasked Estep 
Score: -7146756.500000 Penalty: 5463.325684
	Iteration 67Q: 3 clusters Score -7146756 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31516 members 
Mstep: Class 2 contains 29249 members 
Entering Unmasked Estep 
Score: -7146769.500000 Penalty: 5463.325684
	Iteration 68Q: 3 clusters Score -7146770 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31662 members 
Mstep: Class 2 contains 29103 members 
Entering Unmasked Estep 
Score: -7146797.000000 Penalty: 5463.325684
	Iteration 69Q: 3 clusters Score -7146797 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31808 members 
Mstep: Class 2 contains 28957 members 
Entering Unmasked Estep 
Score: -7146792.500000 Penalty: 5463.325684
	Iteration 70Q: 3 clusters Score -7146792 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Mstep: Class 2 contains 28810 members 
Entering Unmasked Estep 
Score: -7146810.000000 Penalty: 5463.325684
	Iteration 71Q: 3 clusters Score -7146810 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -7146802.000000 Penalty: 5463.325684
	Iteration 72Q: 3 clusters Score -7146802 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -7146810.000000 Penalty: 5463.325684
	Iteration 73Q: 3 clusters Score -7146810 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32302 members 
Mstep: Class 2 contains 28463 members 
Entering Unmasked Estep 
Score: -7146818.500000 Penalty: 5463.325684
	Iteration 74Q: 3 clusters Score -7146818 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 28367 members 
Entering Unmasked Estep 
Score: -7146815.000000 Penalty: 5463.325684
	Iteration 75Q: 3 clusters Score -7146815 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 28275 members 
Entering Unmasked Estep 
Score: -7146822.500000 Penalty: 5463.325684
	Iteration 76Q: 3 clusters Score -7146822 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 28179 members 
Entering Unmasked Estep 
Score: -7146852.000000 Penalty: 5463.325684
	Iteration 77Q: 3 clusters Score -7146852 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32685 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -7146857.500000 Penalty: 5463.325684
	Iteration 78Q: 3 clusters Score -7146858 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32784 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -7146873.500000 Penalty: 5463.325684
	Iteration 79Q: 3 clusters Score -7146874 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32890 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -7146889.500000 Penalty: 5463.325684
	Iteration 80F: 3 clusters Score -7146890 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32979 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -7146899.000000 Penalty: 5463.325684
	Iteration 81Q: 3 clusters Score -7146899 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 27695 members 
Entering Unmasked Estep 
Score: -7146885.500000 Penalty: 5463.325684
	Iteration 82Q: 3 clusters Score -7146886 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33173 members 
Mstep: Class 2 contains 27592 members 
Entering Unmasked Estep 
Score: -7146885.000000 Penalty: 5463.325684
	Iteration 83Q: 3 clusters Score -7146885 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 27491 members 
Entering Unmasked Estep 
Score: -7146885.000000 Penalty: 5463.325684
	Iteration 84Q: 3 clusters Score -7146885 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33366 members 
Mstep: Class 2 contains 27399 members 
Entering Unmasked Estep 
Score: -7146898.000000 Penalty: 5463.325684
	Iteration 85Q: 3 clusters Score -7146898 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33450 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -7146890.500000 Penalty: 5463.325684
	Iteration 86Q: 3 clusters Score -7146890 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -7146885.000000 Penalty: 5463.325684
	Iteration 87Q: 3 clusters Score -7146885 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -7146888.000000 Penalty: 5463.325684
	Iteration 88Q: 3 clusters Score -7146888 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -7146891.500000 Penalty: 5463.325684
	Iteration 89Q: 3 clusters Score -7146892 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33775 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -7146907.000000 Penalty: 5463.325684
	Iteration 90Q: 3 clusters Score -7146907 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33858 members 
Mstep: Class 2 contains 26907 members 
Entering Unmasked Estep 
Score: -7146904.500000 Penalty: 5463.325684
	Iteration 91Q: 3 clusters Score -7146904 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 26828 members 
Entering Unmasked Estep 
Score: -7146922.000000 Penalty: 5463.325684
	Iteration 92Q: 3 clusters Score -7146922 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34003 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -7146921.000000 Penalty: 5463.325684
	Iteration 93Q: 3 clusters Score -7146921 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 26675 members 
Entering Unmasked Estep 
Score: -7146946.000000 Penalty: 5463.325684
	Iteration 94Q: 3 clusters Score -7146946 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34173 members 
Mstep: Class 2 contains 26592 members 
Entering Unmasked Estep 
Score: -7146923.500000 Penalty: 5463.325684
	Iteration 95Q: 3 clusters Score -7146924 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -7146943.000000 Penalty: 5463.325684
	Iteration 96Q: 3 clusters Score -7146943 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34341 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -7146937.500000 Penalty: 5463.325684
	Iteration 97Q: 3 clusters Score -7146938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34440 members 
Mstep: Class 2 contains 26325 members 
Entering Unmasked Estep 
Score: -7146940.000000 Penalty: 5463.325684
	Iteration 98Q: 3 clusters Score -7146940 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 26247 members 
Entering Unmasked Estep 
Score: -7146953.500000 Penalty: 5463.325684
	Iteration 99Q: 3 clusters Score -7146954 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 26148 members 
Entering Unmasked Estep 
Score: -7146956.000000 Penalty: 5463.325684
	Iteration 100F: 3 clusters Score -7146956 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34698 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -7146973.500000 Penalty: 5463.325684
	Iteration 101Q: 3 clusters Score -7146974 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34780 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -7146988.500000 Penalty: 5463.325684
	Iteration 102Q: 3 clusters Score -7146988 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34848 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -7147009.000000 Penalty: 5463.325684
	Iteration 103Q: 3 clusters Score -7147009 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34905 members 
Mstep: Class 2 contains 25860 members 
Entering Unmasked Estep 
Score: -7147016.000000 Penalty: 5463.325684
	Iteration 104Q: 3 clusters Score -7147016 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 25804 members 
Entering Unmasked Estep 
Score: -7147000.000000 Penalty: 5463.325684
	Iteration 105Q: 3 clusters Score -7147000 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -7147003.000000 Penalty: 5463.325684
	Iteration 106Q: 3 clusters Score -7147003 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 25674 members 
Entering Unmasked Estep 
Score: -7147020.000000 Penalty: 5463.325684
	Iteration 107Q: 3 clusters Score -7147020 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 25603 members 
Entering Unmasked Estep 
Score: -7147016.500000 Penalty: 5463.325684
	Iteration 108Q: 3 clusters Score -7147016 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35240 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
Score: -7147033.500000 Penalty: 5463.325684
	Iteration 109Q: 3 clusters Score -7147034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35307 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -7147027.500000 Penalty: 5463.325684
	Iteration 110Q: 3 clusters Score -7147028 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35367 members 
Mstep: Class 2 contains 25398 members 
Entering Unmasked Estep 
Score: -7147012.500000 Penalty: 5463.325684
	Iteration 111Q: 3 clusters Score -7147012 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35423 members 
Mstep: Class 2 contains 25342 members 
Entering Unmasked Estep 
Score: -7147011.000000 Penalty: 5463.325684
	Iteration 112Q: 3 clusters Score -7147011 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 25303 members 
Entering Unmasked Estep 
Score: -7147014.500000 Penalty: 5463.325684
	Iteration 113Q: 3 clusters Score -7147014 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -7147011.000000 Penalty: 5463.325684
	Iteration 114Q: 3 clusters Score -7147011 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35541 members 
Mstep: Class 2 contains 25224 members 
Entering Unmasked Estep 
Score: -7147012.500000 Penalty: 5463.325684
	Iteration 115Q: 3 clusters Score -7147012 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -7147015.500000 Penalty: 5463.325684
	Iteration 116Q: 3 clusters Score -7147016 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -7147015.000000 Penalty: 5463.325684
	Iteration 117Q: 3 clusters Score -7147015 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35683 members 
Mstep: Class 2 contains 25082 members 
Entering Unmasked Estep 
Score: -7147003.500000 Penalty: 5463.325684
	Iteration 118Q: 3 clusters Score -7147004 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35720 members 
Mstep: Class 2 contains 25045 members 
Entering Unmasked Estep 
Score: -7147008.500000 Penalty: 5463.325684
	Iteration 119Q: 3 clusters Score -7147008 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 25000 members 
Entering Unmasked Estep 
Score: -7147015.000000 Penalty: 5463.325684
	Iteration 120F: 3 clusters Score -7147015 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35810 members 
Mstep: Class 2 contains 24955 members 
Entering Unmasked Estep 
Score: -7147022.000000 Penalty: 5463.325684
	Iteration 121Q: 3 clusters Score -7147022 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -7147012.000000 Penalty: 5463.325684
	Iteration 122Q: 3 clusters Score -7147012 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35916 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -7147026.500000 Penalty: 5463.325684
	Iteration 123Q: 3 clusters Score -7147026 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 24792 members 
Entering Unmasked Estep 
Score: -7147022.500000 Penalty: 5463.325684
	Iteration 124Q: 3 clusters Score -7147022 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -7147023.000000 Penalty: 5463.325684
	Iteration 125Q: 3 clusters Score -7147023 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36077 members 
Mstep: Class 2 contains 24688 members 
Entering Unmasked Estep 
Score: -7147023.000000 Penalty: 5463.325684
	Iteration 126Q: 3 clusters Score -7147023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36137 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -7147045.500000 Penalty: 5463.325684
	Iteration 127Q: 3 clusters Score -7147046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36192 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -7147058.000000 Penalty: 5463.325684
	Iteration 128Q: 3 clusters Score -7147058 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36258 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -7147055.500000 Penalty: 5463.325684
	Iteration 129Q: 3 clusters Score -7147056 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 24452 members 
Entering Unmasked Estep 
Score: -7147049.500000 Penalty: 5463.325684
	Iteration 130Q: 3 clusters Score -7147050 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 24400 members 
Entering Unmasked Estep 
Score: -7147054.000000 Penalty: 5463.325684
	Iteration 131Q: 3 clusters Score -7147054 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36403 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -7147057.000000 Penalty: 5463.325684
	Iteration 132Q: 3 clusters Score -7147057 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36444 members 
Mstep: Class 2 contains 24321 members 
Entering Unmasked Estep 
Score: -7147052.500000 Penalty: 5463.325684
	Iteration 133Q: 3 clusters Score -7147052 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36485 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -7147050.500000 Penalty: 5463.325684
	Iteration 134Q: 3 clusters Score -7147050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 24234 members 
Entering Unmasked Estep 
Score: -7147066.500000 Penalty: 5463.325684
	Iteration 135Q: 3 clusters Score -7147066 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36569 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -7147067.500000 Penalty: 5463.325684
	Iteration 136Q: 3 clusters Score -7147068 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36609 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -7147078.000000 Penalty: 5463.325684
	Iteration 137Q: 3 clusters Score -7147078 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36662 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -7147077.500000 Penalty: 5463.325684
	Iteration 138Q: 3 clusters Score -7147078 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36717 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -7147072.500000 Penalty: 5463.325684
	Iteration 139Q: 3 clusters Score -7147072 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36777 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -7147068.500000 Penalty: 5463.325684
	Iteration 140F: 3 clusters Score -7147068 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36834 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -7147079.000000 Penalty: 5463.325684
	Iteration 141Q: 3 clusters Score -7147079 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36891 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -7147070.500000 Penalty: 5463.325684
	Iteration 142Q: 3 clusters Score -7147070 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -7147078.500000 Penalty: 5463.325684
	Iteration 143Q: 3 clusters Score -7147078 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37016 members 
Mstep: Class 2 contains 23749 members 
Entering Unmasked Estep 
Score: -7147074.500000 Penalty: 5463.325684
	Iteration 144Q: 3 clusters Score -7147074 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37067 members 
Mstep: Class 2 contains 23698 members 
Entering Unmasked Estep 
Score: -7147086.000000 Penalty: 5463.325684
	Iteration 145Q: 3 clusters Score -7147086 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37115 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -7147084.500000 Penalty: 5463.325684
	Iteration 146Q: 3 clusters Score -7147084 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37165 members 
Mstep: Class 2 contains 23600 members 
Entering Unmasked Estep 
Score: -7147089.500000 Penalty: 5463.325684
	Iteration 147Q: 3 clusters Score -7147090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37224 members 
Mstep: Class 2 contains 23541 members 
Entering Unmasked Estep 
Score: -7147088.000000 Penalty: 5463.325684
	Iteration 148Q: 3 clusters Score -7147088 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -7147100.500000 Penalty: 5463.325684
	Iteration 149Q: 3 clusters Score -7147100 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 23434 members 
Entering Unmasked Estep 
Score: -7147109.000000 Penalty: 5463.325684
	Iteration 150Q: 3 clusters Score -7147109 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -7147112.000000 Penalty: 5463.325684
	Iteration 151Q: 3 clusters Score -7147112 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 23345 members 
Entering Unmasked Estep 
Score: -7147108.000000 Penalty: 5463.325684
	Iteration 152Q: 3 clusters Score -7147108 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -7147113.500000 Penalty: 5463.325684
	Iteration 153Q: 3 clusters Score -7147114 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -7147111.000000 Penalty: 5463.325684
	Iteration 154Q: 3 clusters Score -7147111 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37536 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -7147117.500000 Penalty: 5463.325684
	Iteration 155Q: 3 clusters Score -7147118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -7147114.000000 Penalty: 5463.325684
	Iteration 156Q: 3 clusters Score -7147114 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 23126 members 
Entering Unmasked Estep 
Score: -7147114.500000 Penalty: 5463.325684
	Iteration 157Q: 3 clusters Score -7147114 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37690 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -7147113.500000 Penalty: 5463.325684
	Iteration 158Q: 3 clusters Score -7147114 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -7147110.000000 Penalty: 5463.325684
	Iteration 159Q: 3 clusters Score -7147110 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37763 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -7147116.000000 Penalty: 5463.325684
	Iteration 160F: 3 clusters Score -7147116 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37806 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -7147098.000000 Penalty: 5463.325684
	Iteration 161Q: 3 clusters Score -7147098 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 22904 members 
Entering Unmasked Estep 
Score: -7147122.500000 Penalty: 5463.325684
	Iteration 162Q: 3 clusters Score -7147122 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37915 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -7147106.500000 Penalty: 5463.325684
	Iteration 163Q: 3 clusters Score -7147106 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37980 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -7147102.500000 Penalty: 5463.325684
	Iteration 164Q: 3 clusters Score -7147102 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38043 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -7147099.500000 Penalty: 5463.325684
	Iteration 165Q: 3 clusters Score -7147100 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38107 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -7147108.500000 Penalty: 5463.325684
	Iteration 166Q: 3 clusters Score -7147108 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 22588 members 
Entering Unmasked Estep 
Score: -7147108.500000 Penalty: 5463.325684
	Iteration 167Q: 3 clusters Score -7147108 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -7147111.000000 Penalty: 5463.325684
	Iteration 168Q: 3 clusters Score -7147111 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -7147098.000000 Penalty: 5463.325684
	Iteration 169Q: 3 clusters Score -7147098 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38377 members 
Mstep: Class 2 contains 22388 members 
Entering Unmasked Estep 
Score: -7147103.000000 Penalty: 5463.325684
	Iteration 170Q: 3 clusters Score -7147103 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38420 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -7147117.500000 Penalty: 5463.325684
	Iteration 171Q: 3 clusters Score -7147118 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38464 members 
Mstep: Class 2 contains 22301 members 
Entering Unmasked Estep 
Score: -7147107.500000 Penalty: 5463.325684
	Iteration 172Q: 3 clusters Score -7147108 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38513 members 
Mstep: Class 2 contains 22252 members 
Entering Unmasked Estep 
Score: -7147115.000000 Penalty: 5463.325684
	Iteration 173Q: 3 clusters Score -7147115 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38572 members 
Mstep: Class 2 contains 22193 members 
Entering Unmasked Estep 
Score: -7147123.500000 Penalty: 5463.325684
	Iteration 174Q: 3 clusters Score -7147124 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38647 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -7147114.000000 Penalty: 5463.325684
	Iteration 175Q: 3 clusters Score -7147114 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38727 members 
Mstep: Class 2 contains 22038 members 
Entering Unmasked Estep 
Score: -7147138.000000 Penalty: 5463.325684
	Iteration 176Q: 3 clusters Score -7147138 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38802 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -7147139.000000 Penalty: 5463.325684
	Iteration 177Q: 3 clusters Score -7147139 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38884 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -7147161.000000 Penalty: 5463.325684
	Iteration 178Q: 3 clusters Score -7147161 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 21793 members 
Entering Unmasked Estep 
Score: -7147159.500000 Penalty: 5463.325684
	Iteration 179Q: 3 clusters Score -7147160 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39054 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -7147166.500000 Penalty: 5463.325684
	Iteration 180F: 3 clusters Score -7147166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39134 members 
Mstep: Class 2 contains 21631 members 
Entering Unmasked Estep 
Score: -7147166.500000 Penalty: 5463.325684
	Iteration 181Q: 3 clusters Score -7147166 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39214 members 
Mstep: Class 2 contains 21551 members 
Entering Unmasked Estep 
Score: -7147173.000000 Penalty: 5463.325684
	Iteration 182Q: 3 clusters Score -7147173 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39288 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -7147179.500000 Penalty: 5463.325684
	Iteration 183Q: 3 clusters Score -7147180 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -7147179.500000 Penalty: 5463.325684
	Iteration 184Q: 3 clusters Score -7147180 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -7147183.500000 Penalty: 5463.325684
	Iteration 185Q: 3 clusters Score -7147184 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 21268 members 
Entering Unmasked Estep 
Score: -7147190.500000 Penalty: 5463.325684
	Iteration 186Q: 3 clusters Score -7147190 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39564 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -7147210.000000 Penalty: 5463.325684
	Iteration 187Q: 3 clusters Score -7147210 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -7147221.000000 Penalty: 5463.325684
	Iteration 188Q: 3 clusters Score -7147221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39662 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -7147206.500000 Penalty: 5463.325684
	Iteration 189Q: 3 clusters Score -7147206 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -7147212.500000 Penalty: 5463.325684
	Iteration 190Q: 3 clusters Score -7147212 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39755 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -7147220.000000 Penalty: 5463.325684
	Iteration 191Q: 3 clusters Score -7147220 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -7147239.500000 Penalty: 5463.325684
	Iteration 192Q: 3 clusters Score -7147240 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39851 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -7147239.000000 Penalty: 5463.325684
	Iteration 193Q: 3 clusters Score -7147239 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39905 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -7147234.500000 Penalty: 5463.325684
	Iteration 194Q: 3 clusters Score -7147234 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39966 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -7147240.500000 Penalty: 5463.325684
	Iteration 195Q: 3 clusters Score -7147240 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -7147232.500000 Penalty: 5463.325684
	Iteration 196Q: 3 clusters Score -7147232 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40076 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -7147226.000000 Penalty: 5463.325684
	Iteration 197Q: 3 clusters Score -7147226 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -7147234.000000 Penalty: 5463.325684
	Iteration 198Q: 3 clusters Score -7147234 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40177 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -7147234.500000 Penalty: 5463.325684
	Iteration 199Q: 3 clusters Score -7147234 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 20546 members 
Entering Unmasked Estep 
Score: -7147234.000000 Penalty: 5463.325684
	Iteration 200F: 3 clusters Score -7147234 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 20507 members 
Entering Unmasked Estep 
Score: -7147251.500000 Penalty: 5463.325684
	Iteration 201Q: 3 clusters Score -7147252 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40290 members 
Mstep: Class 2 contains 20475 members 
Entering Unmasked Estep 
Score: -7147243.500000 Penalty: 5463.325684
	Iteration 202Q: 3 clusters Score -7147244 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -7147239.000000 Penalty: 5463.325684
	Iteration 203Q: 3 clusters Score -7147239 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -7147251.000000 Penalty: 5463.325684
	Iteration 204Q: 3 clusters Score -7147251 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -7147250.000000 Penalty: 5463.325684
	Iteration 205Q: 3 clusters Score -7147250 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -7147256.000000 Penalty: 5463.325684
	Iteration 206Q: 3 clusters Score -7147256 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40510 members 
Mstep: Class 2 contains 20255 members 
Entering Unmasked Estep 
Score: -7147260.500000 Penalty: 5463.325684
	Iteration 207Q: 3 clusters Score -7147260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 20216 members 
Entering Unmasked Estep 
Score: -7147247.500000 Penalty: 5463.325684
	Iteration 208Q: 3 clusters Score -7147248 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 20176 members 
Entering Unmasked Estep 
Score: -7147250.000000 Penalty: 5463.325684
	Iteration 209Q: 3 clusters Score -7147250 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40626 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -7147253.500000 Penalty: 5463.325684
	Iteration 210Q: 3 clusters Score -7147254 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 20102 members 
Entering Unmasked Estep 
Score: -7147258.000000 Penalty: 5463.325684
	Iteration 211Q: 3 clusters Score -7147258 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40686 members 
Mstep: Class 2 contains 20079 members 
Entering Unmasked Estep 
Score: -7147274.500000 Penalty: 5463.325684
	Iteration 212Q: 3 clusters Score -7147274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40710 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -7147279.500000 Penalty: 5463.325684
	Iteration 213Q: 3 clusters Score -7147280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40728 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -7147294.000000 Penalty: 5463.325684
	Iteration 214Q: 3 clusters Score -7147294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -7147292.500000 Penalty: 5463.325684
	Iteration 215Q: 3 clusters Score -7147292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 20016 members 
Entering Unmasked Estep 
Score: -7147282.000000 Penalty: 5463.325684
	Iteration 216Q: 3 clusters Score -7147282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -7147290.500000 Penalty: 5463.325684
	Iteration 217Q: 3 clusters Score -7147290 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40768 members 
Mstep: Class 2 contains 19997 members 
Entering Unmasked Estep 
Score: -7147276.500000 Penalty: 5463.325684
	Iteration 218Q: 3 clusters Score -7147276 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -7147277.500000 Penalty: 5463.325684
	Iteration 219Q: 3 clusters Score -7147278 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 19975 members 
Entering Unmasked Estep 
Score: -7147277.500000 Penalty: 5463.325684
	Iteration 220F: 3 clusters Score -7147278 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 19961 members 
Entering Unmasked Estep 
Score: -7147285.500000 Penalty: 5463.325684
	Iteration 221Q: 3 clusters Score -7147286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40825 members 
Mstep: Class 2 contains 19940 members 
Entering Unmasked Estep 
Score: -7147291.000000 Penalty: 5463.325684
	Iteration 222Q: 3 clusters Score -7147291 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40851 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -7147276.500000 Penalty: 5463.325684
	Iteration 223Q: 3 clusters Score -7147276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 19892 members 
Entering Unmasked Estep 
Score: -7147285.000000 Penalty: 5463.325684
	Iteration 224Q: 3 clusters Score -7147285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40887 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
Score: -7147283.000000 Penalty: 5463.325684
	Iteration 225Q: 3 clusters Score -7147283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 19871 members 
Entering Unmasked Estep 
Score: -7147275.000000 Penalty: 5463.325684
	Iteration 226Q: 3 clusters Score -7147275 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40903 members 
Mstep: Class 2 contains 19862 members 
Entering Unmasked Estep 
Score: -7147277.000000 Penalty: 5463.325684
	Iteration 227Q: 3 clusters Score -7147277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40913 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -7147285.500000 Penalty: 5463.325684
	Iteration 228Q: 3 clusters Score -7147286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40921 members 
Mstep: Class 2 contains 19844 members 
Entering Unmasked Estep 
Score: -7147288.500000 Penalty: 5463.325684
	Iteration 229Q: 3 clusters Score -7147288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Mstep: Class 2 contains 19832 members 
Entering Unmasked Estep 
Score: -7147283.500000 Penalty: 5463.325684
	Iteration 230Q: 3 clusters Score -7147284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -7147286.500000 Penalty: 5463.325684
	Iteration 231Q: 3 clusters Score -7147286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40956 members 
Mstep: Class 2 contains 19809 members 
Entering Unmasked Estep 
Score: -7147301.500000 Penalty: 5463.325684
	Iteration 232Q: 3 clusters Score -7147302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40972 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -7147294.000000 Penalty: 5463.325684
	Iteration 233Q: 3 clusters Score -7147294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40990 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -7147286.000000 Penalty: 5463.325684
	Iteration 234Q: 3 clusters Score -7147286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41003 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
Score: -7147285.500000 Penalty: 5463.325684
	Iteration 235Q: 3 clusters Score -7147286 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -7147288.000000 Penalty: 5463.325684
	Iteration 236Q: 3 clusters Score -7147288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -7147277.500000 Penalty: 5463.325684
	Iteration 237Q: 3 clusters Score -7147278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -7147278.000000 Penalty: 5463.325684
	Iteration 238Q: 3 clusters Score -7147278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41073 members 
Mstep: Class 2 contains 19692 members 
Entering Unmasked Estep 
Score: -7147290.500000 Penalty: 5463.325684
	Iteration 239Q: 3 clusters Score -7147290 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41095 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -7147284.500000 Penalty: 5463.325684
	Iteration 240F: 3 clusters Score -7147284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -7147289.000000 Penalty: 5463.325684
	Iteration 241Q: 3 clusters Score -7147289 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 19633 members 
Entering Unmasked Estep 
Score: -7147282.000000 Penalty: 5463.325684
	Iteration 242Q: 3 clusters Score -7147282 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41150 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -7147275.000000 Penalty: 5463.325684
	Iteration 243Q: 3 clusters Score -7147275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 19599 members 
Entering Unmasked Estep 
Score: -7147274.500000 Penalty: 5463.325684
	Iteration 244Q: 3 clusters Score -7147274 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41184 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -7147288.000000 Penalty: 5463.325684
	Iteration 245Q: 3 clusters Score -7147288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41201 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -7147285.000000 Penalty: 5463.325684
	Iteration 246Q: 3 clusters Score -7147285 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -7147290.500000 Penalty: 5463.325684
	Iteration 247Q: 3 clusters Score -7147290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -7147292.000000 Penalty: 5463.325684
	Iteration 248Q: 3 clusters Score -7147292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41245 members 
Mstep: Class 2 contains 19520 members 
Entering Unmasked Estep 
Score: -7147294.000000 Penalty: 5463.325684
	Iteration 249Q: 3 clusters Score -7147294 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41261 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -7147299.000000 Penalty: 5463.325684
	Iteration 250Q: 3 clusters Score -7147299 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41283 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -7147302.500000 Penalty: 5463.325684
	Iteration 251Q: 3 clusters Score -7147302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 19467 members 
Entering Unmasked Estep 
Score: -7147309.000000 Penalty: 5463.325684
	Iteration 252Q: 3 clusters Score -7147309 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 19447 members 
Entering Unmasked Estep 
Score: -7147301.000000 Penalty: 5463.325684
	Iteration 253Q: 3 clusters Score -7147301 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -7147312.500000 Penalty: 5463.325684
	Iteration 254Q: 3 clusters Score -7147312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -7147308.000000 Penalty: 5463.325684
	Iteration 255Q: 3 clusters Score -7147308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 19389 members 
Entering Unmasked Estep 
Score: -7147298.500000 Penalty: 5463.325684
	Iteration 256Q: 3 clusters Score -7147298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41391 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -7147299.500000 Penalty: 5463.325684
	Iteration 257Q: 3 clusters Score -7147300 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 19360 members 
Entering Unmasked Estep 
Score: -7147298.500000 Penalty: 5463.325684
	Iteration 258Q: 3 clusters Score -7147298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41424 members 
Mstep: Class 2 contains 19341 members 
Entering Unmasked Estep 
Score: -7147302.000000 Penalty: 5463.325684
	Iteration 259Q: 3 clusters Score -7147302 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -7147304.000000 Penalty: 5463.325684
	Iteration 260F: 3 clusters Score -7147304 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41459 members 
Mstep: Class 2 contains 19306 members 
Entering Unmasked Estep 
Score: -7147305.500000 Penalty: 5463.325684
	Iteration 261Q: 3 clusters Score -7147306 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -7147299.000000 Penalty: 5463.325684
	Iteration 262Q: 3 clusters Score -7147299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41485 members 
Mstep: Class 2 contains 19280 members 
Entering Unmasked Estep 
Score: -7147299.500000 Penalty: 5463.325684
	Iteration 263Q: 3 clusters Score -7147300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41500 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
Score: -7147309.500000 Penalty: 5463.325684
	Iteration 264Q: 3 clusters Score -7147310 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41511 members 
Mstep: Class 2 contains 19254 members 
Entering Unmasked Estep 
Score: -7147316.500000 Penalty: 5463.325684
	Iteration 265Q: 3 clusters Score -7147316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41525 members 
Mstep: Class 2 contains 19240 members 
Entering Unmasked Estep 
Score: -7147312.500000 Penalty: 5463.325684
	Iteration 266Q: 3 clusters Score -7147312 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41537 members 
Mstep: Class 2 contains 19228 members 
Entering Unmasked Estep 
Score: -7147318.000000 Penalty: 5463.325684
	Iteration 267Q: 3 clusters Score -7147318 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 19214 members 
Entering Unmasked Estep 
Score: -7147312.500000 Penalty: 5463.325684
	Iteration 268Q: 3 clusters Score -7147312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41568 members 
Mstep: Class 2 contains 19197 members 
Entering Unmasked Estep 
Score: -7147320.000000 Penalty: 5463.325684
	Iteration 269Q: 3 clusters Score -7147320 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -7147316.500000 Penalty: 5463.325684
	Iteration 270Q: 3 clusters Score -7147316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -7147317.000000 Penalty: 5463.325684
	Iteration 271Q: 3 clusters Score -7147317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 19164 members 
Entering Unmasked Estep 
Score: -7147316.500000 Penalty: 5463.325684
	Iteration 272Q: 3 clusters Score -7147316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 19152 members 
Entering Unmasked Estep 
Score: -7147321.500000 Penalty: 5463.325684
	Iteration 273Q: 3 clusters Score -7147322 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -7147312.000000 Penalty: 5463.325684
	Iteration 274Q: 3 clusters Score -7147312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -7147316.000000 Penalty: 5463.325684
	Iteration 275Q: 3 clusters Score -7147316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -7147310.500000 Penalty: 5463.325684
	Iteration 276Q: 3 clusters Score -7147310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 19100 members 
Entering Unmasked Estep 
Score: -7147305.500000 Penalty: 5463.325684
	Iteration 277Q: 3 clusters Score -7147306 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41678 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -7147313.500000 Penalty: 5463.325684
	Iteration 278Q: 3 clusters Score -7147314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41687 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -7147316.000000 Penalty: 5463.325684
	Iteration 279Q: 3 clusters Score -7147316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -7147321.500000 Penalty: 5463.325684
	Iteration 280F: 3 clusters Score -7147322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41711 members 
Mstep: Class 2 contains 19054 members 
Entering Unmasked Estep 
Score: -7147319.000000 Penalty: 5463.325684
	Iteration 281Q: 3 clusters Score -7147319 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -7147310.500000 Penalty: 5463.325684
	Iteration 282Q: 3 clusters Score -7147310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41747 members 
Mstep: Class 2 contains 19018 members 
Entering Unmasked Estep 
Score: -7147302.000000 Penalty: 5463.325684
	Iteration 283Q: 3 clusters Score -7147302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 18993 members 
Entering Unmasked Estep 
Score: -7147303.000000 Penalty: 5463.325684
	Iteration 284Q: 3 clusters Score -7147303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -7147303.000000 Penalty: 5463.325684
	Iteration 285Q: 3 clusters Score -7147303 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41818 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -7147305.500000 Penalty: 5463.325684
	Iteration 286Q: 3 clusters Score -7147306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -7147313.000000 Penalty: 5463.325684
	Iteration 287Q: 3 clusters Score -7147313 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -7147316.000000 Penalty: 5463.325684
	Iteration 288Q: 3 clusters Score -7147316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41859 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -7147324.500000 Penalty: 5463.325684
	Iteration 289Q: 3 clusters Score -7147324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -7147314.000000 Penalty: 5463.325684
	Iteration 290Q: 3 clusters Score -7147314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -7147319.500000 Penalty: 5463.325684
	Iteration 291Q: 3 clusters Score -7147320 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 18868 members 
Entering Unmasked Estep 
Score: -7147320.500000 Penalty: 5463.325684
	Iteration 292Q: 3 clusters Score -7147320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 18851 members 
Entering Unmasked Estep 
Score: -7147322.000000 Penalty: 5463.325684
	Iteration 293Q: 3 clusters Score -7147322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -7147321.000000 Penalty: 5463.325684
	Iteration 294Q: 3 clusters Score -7147321 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -7147314.500000 Penalty: 5463.325684
	Iteration 295Q: 3 clusters Score -7147314 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -7147327.500000 Penalty: 5463.325684
	Iteration 296Q: 3 clusters Score -7147328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 18781 members 
Entering Unmasked Estep 
Score: -7147313.500000 Penalty: 5463.325684
	Iteration 297Q: 3 clusters Score -7147314 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -7147308.000000 Penalty: 5463.325684
	Iteration 298Q: 3 clusters Score -7147308 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42015 members 
Mstep: Class 2 contains 18750 members 
Entering Unmasked Estep 
Score: -7147295.500000 Penalty: 5463.325684
	Iteration 299Q: 3 clusters Score -7147296 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 18733 members 
Entering Unmasked Estep 
Score: -7147306.500000 Penalty: 5463.325684
	Iteration 300F: 3 clusters Score -7147306 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -7147299.500000 Penalty: 5463.325684
	Iteration 301Q: 3 clusters Score -7147300 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -7147304.500000 Penalty: 5463.325684
	Iteration 302Q: 3 clusters Score -7147304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42078 members 
Mstep: Class 2 contains 18687 members 
Entering Unmasked Estep 
Score: -7147316.000000 Penalty: 5463.325684
	Iteration 303Q: 3 clusters Score -7147316 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42091 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -7147311.500000 Penalty: 5463.325684
	Iteration 304Q: 3 clusters Score -7147312 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -7147313.500000 Penalty: 5463.325684
	Iteration 305Q: 3 clusters Score -7147314 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -7147321.500000 Penalty: 5463.325684
	Iteration 306Q: 3 clusters Score -7147322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42143 members 
Mstep: Class 2 contains 18622 members 
Entering Unmasked Estep 
Score: -7147322.000000 Penalty: 5463.325684
	Iteration 307Q: 3 clusters Score -7147322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -7147323.500000 Penalty: 5463.325684
	Iteration 308Q: 3 clusters Score -7147324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42171 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -7147322.500000 Penalty: 5463.325684
	Iteration 309Q: 3 clusters Score -7147322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42187 members 
Mstep: Class 2 contains 18578 members 
Entering Unmasked Estep 
Score: -7147314.500000 Penalty: 5463.325684
	Iteration 310Q: 3 clusters Score -7147314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -7147322.000000 Penalty: 5463.325684
	Iteration 311Q: 3 clusters Score -7147322 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42221 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -7147321.000000 Penalty: 5463.325684
	Iteration 312Q: 3 clusters Score -7147321 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42237 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -7147320.000000 Penalty: 5463.325684
	Iteration 313Q: 3 clusters Score -7147320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -7147317.500000 Penalty: 5463.325684
	Iteration 314Q: 3 clusters Score -7147318 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -7147316.500000 Penalty: 5463.325684
	Iteration 315Q: 3 clusters Score -7147316 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -7147312.000000 Penalty: 5463.325684
	Iteration 316Q: 3 clusters Score -7147312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42308 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -7147312.000000 Penalty: 5463.325684
	Iteration 317Q: 3 clusters Score -7147312 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42322 members 
Mstep: Class 2 contains 18443 members 
Entering Unmasked Estep 
Score: -7147311.500000 Penalty: 5463.325684
	Iteration 318Q: 3 clusters Score -7147312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42332 members 
Mstep: Class 2 contains 18433 members 
Entering Unmasked Estep 
Score: -7147311.000000 Penalty: 5463.325684
	Iteration 319Q: 3 clusters Score -7147311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -7147318.500000 Penalty: 5463.325684
	Iteration 320F: 3 clusters Score -7147318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42360 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -7147321.500000 Penalty: 5463.325684
	Iteration 321Q: 3 clusters Score -7147322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 18388 members 
Entering Unmasked Estep 
Score: -7147320.500000 Penalty: 5463.325684
	Iteration 322Q: 3 clusters Score -7147320 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42397 members 
Mstep: Class 2 contains 18368 members 
Entering Unmasked Estep 
Score: -7147306.000000 Penalty: 5463.325684
	Iteration 323Q: 3 clusters Score -7147306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -7147314.500000 Penalty: 5463.325684
	Iteration 324Q: 3 clusters Score -7147314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42432 members 
Mstep: Class 2 contains 18333 members 
Entering Unmasked Estep 
Score: -7147321.000000 Penalty: 5463.325684
	Iteration 325Q: 3 clusters Score -7147321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -7147316.500000 Penalty: 5463.325684
	Iteration 326Q: 3 clusters Score -7147316 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42469 members 
Mstep: Class 2 contains 18296 members 
Entering Unmasked Estep 
Score: -7147328.000000 Penalty: 5463.325684
	Iteration 327Q: 3 clusters Score -7147328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42479 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -7147323.500000 Penalty: 5463.325684
	Iteration 328Q: 3 clusters Score -7147324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42487 members 
Mstep: Class 2 contains 18278 members 
Entering Unmasked Estep 
Score: -7147324.000000 Penalty: 5463.325684
	Iteration 329Q: 3 clusters Score -7147324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42494 members 
Mstep: Class 2 contains 18271 members 
Entering Unmasked Estep 
Score: -7147327.000000 Penalty: 5463.325684
	Iteration 330Q: 3 clusters Score -7147327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42503 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -7147325.000000 Penalty: 5463.325684
	Iteration 331Q: 3 clusters Score -7147325 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42515 members 
Mstep: Class 2 contains 18250 members 
Entering Unmasked Estep 
Score: -7147330.500000 Penalty: 5463.325684
	Iteration 332Q: 3 clusters Score -7147330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42523 members 
Mstep: Class 2 contains 18242 members 
Entering Unmasked Estep 
Score: -7147312.500000 Penalty: 5463.325684
	Iteration 333Q: 3 clusters Score -7147312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -7147310.000000 Penalty: 5463.325684
	Iteration 334Q: 3 clusters Score -7147310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -7147324.500000 Penalty: 5463.325684
	Iteration 335Q: 3 clusters Score -7147324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 18216 members 
Entering Unmasked Estep 
Score: -7147314.500000 Penalty: 5463.325684
	Iteration 336Q: 3 clusters Score -7147314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 18209 members 
Entering Unmasked Estep 
Score: -7147319.500000 Penalty: 5463.325684
	Iteration 337Q: 3 clusters Score -7147320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -7147324.500000 Penalty: 5463.325684
	Iteration 338Q: 3 clusters Score -7147324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 18200 members 
Entering Unmasked Estep 
Score: -7147320.000000 Penalty: 5463.325684
	Iteration 339Q: 3 clusters Score -7147320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42567 members 
Mstep: Class 2 contains 18198 members 
Entering Unmasked Estep 
Score: -7147326.500000 Penalty: 5463.325684
	Iteration 340F: 3 clusters Score -7147326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (11067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11067 members 
Entering Unmasked Estep 
Score: -1230574.500000 Penalty: 2309.307129
	Iteration 0F: 2 clusters Score -1230574 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -1222215.375000 Penalty: 4618.614258
	Iteration 0F: 3 clusters Score -1222215 nChanged 4662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 5274 members 
Entering Unmasked Estep 
Score: -1224762.750000 Penalty: 4618.614258
	Iteration 1F: 3 clusters Score -1224763 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -1225268.375000 Penalty: 4618.614258
	Iteration 2F: 3 clusters Score -1225268 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1225735.000000 Penalty: 4618.614258
	Iteration 3F: 3 clusters Score -1225735 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 4437 members 
Entering Unmasked Estep 
Score: -1226210.750000 Penalty: 4618.614258
	Iteration 4F: 3 clusters Score -1226211 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1226686.250000 Penalty: 4618.614258
	Iteration 5F: 3 clusters Score -1226686 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1227139.125000 Penalty: 4618.614258
	Iteration 6F: 3 clusters Score -1227139 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7991 members 
Mstep: Class 2 contains 3076 members 
Entering Unmasked Estep 
Score: -1227536.500000 Penalty: 4618.614258
	Iteration 7F: 3 clusters Score -1227536 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8399 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -1227875.625000 Penalty: 4618.614258
	Iteration 8Q: 3 clusters Score -1227876 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 2296 members 
Entering Unmasked Estep 
Score: -1228186.750000 Penalty: 4618.614258
	Iteration 9Q: 3 clusters Score -1228187 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9084 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -1228448.875000 Penalty: 4618.614258
	Iteration 10Q: 3 clusters Score -1228449 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1228661.750000 Penalty: 4618.614258
	Iteration 11Q: 3 clusters Score -1228662 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -1228834.625000 Penalty: 4618.614258
	Iteration 12Q: 3 clusters Score -1228835 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9694 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -1228956.125000 Penalty: 4618.614258
	Iteration 13Q: 3 clusters Score -1228956 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9803 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1229042.125000 Penalty: 4618.614258
	Iteration 14Q: 3 clusters Score -1229042 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 1190 members 
Entering Unmasked Estep 
Score: -1229095.125000 Penalty: 4618.614258
	Iteration 15Q: 3 clusters Score -1229095 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -1229133.625000 Penalty: 4618.614258
	Iteration 16Q: 3 clusters Score -1229134 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1229154.375000 Penalty: 4618.614258
	Iteration 17Q: 3 clusters Score -1229154 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1229177.250000 Penalty: 4618.614258
	Iteration 18Q: 3 clusters Score -1229177 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -1229191.500000 Penalty: 4618.614258
	Iteration 19Q: 3 clusters Score -1229192 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10051 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1229197.750000 Penalty: 4618.614258
	Iteration 20F: 3 clusters Score -1229198 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -1229209.125000 Penalty: 4618.614258
	Iteration 21Q: 3 clusters Score -1229209 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10087 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -1229218.000000 Penalty: 4618.614258
	Iteration 22Q: 3 clusters Score -1229218 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10100 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -1229223.375000 Penalty: 4618.614258
	Iteration 23Q: 3 clusters Score -1229223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1229228.625000 Penalty: 4618.614258
	Iteration 24Q: 3 clusters Score -1229229 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10117 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -1229231.375000 Penalty: 4618.614258
	Iteration 25Q: 3 clusters Score -1229231 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10122 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -1229232.250000 Penalty: 4618.614258
	Iteration 26Q: 3 clusters Score -1229232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -1229232.625000 Penalty: 4618.614258
	Iteration 27Q: 3 clusters Score -1229233 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10129 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -1229233.125000 Penalty: 4618.614258
	Iteration 28Q: 3 clusters Score -1229233 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -1229234.250000 Penalty: 4618.614258
	Iteration 29Q: 3 clusters Score -1229234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1229235.875000 Penalty: 4618.614258
	Iteration 30Q: 3 clusters Score -1229236 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10136 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -1229236.500000 Penalty: 4618.614258
	Iteration 31Q: 3 clusters Score -1229236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10139 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -1229236.250000 Penalty: 4618.614258
	Iteration 32Q: 3 clusters Score -1229236 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 925 members 
Entering Unmasked Estep 
Score: -1229237.625000 Penalty: 4618.614258
	Iteration 33Q: 3 clusters Score -1229238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10147 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -1229239.250000 Penalty: 4618.614258
	Iteration 34Q: 3 clusters Score -1229239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -1229242.875000 Penalty: 4618.614258
	Iteration 35Q: 3 clusters Score -1229243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1229243.750000 Penalty: 4618.614258
	Iteration 36Q: 3 clusters Score -1229244 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -1229243.750000 Penalty: 4618.614258
	Iteration 37F: 3 clusters Score -1229244 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (20387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20387 members 
Entering Unmasked Estep 
Score: -2235397.000000 Penalty: 2460.817871
	Iteration 0F: 2 clusters Score -2235397 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 10075 members 
Entering Unmasked Estep 
Score: -2221036.250000 Penalty: 4921.635742
	Iteration 0F: 3 clusters Score -2221036 nChanged 8953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10835 members 
Mstep: Class 2 contains 9552 members 
Entering Unmasked Estep 
Score: -2225939.750000 Penalty: 4921.635742
	Iteration 1F: 3 clusters Score -2225940 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11188 members 
Mstep: Class 2 contains 9199 members 
Entering Unmasked Estep 
Score: -2226520.000000 Penalty: 4921.635742
	Iteration 2F: 3 clusters Score -2226520 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11605 members 
Mstep: Class 2 contains 8782 members 
Entering Unmasked Estep 
Score: -2227041.250000 Penalty: 4921.635742
	Iteration 3F: 3 clusters Score -2227041 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 8252 members 
Entering Unmasked Estep 
Score: -2227617.250000 Penalty: 4921.635742
	Iteration 4F: 3 clusters Score -2227617 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -2228226.500000 Penalty: 4921.635742
	Iteration 5F: 3 clusters Score -2228226 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13515 members 
Mstep: Class 2 contains 6872 members 
Entering Unmasked Estep 
Score: -2228882.250000 Penalty: 4921.635742
	Iteration 6F: 3 clusters Score -2228882 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -2229581.750000 Penalty: 4921.635742
	Iteration 7F: 3 clusters Score -2229582 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -2230276.000000 Penalty: 4921.635742
	Iteration 8Q: 3 clusters Score -2230276 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15808 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -2230995.750000 Penalty: 4921.635742
	Iteration 9Q: 3 clusters Score -2230996 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -2231648.000000 Penalty: 4921.635742
	Iteration 10Q: 3 clusters Score -2231648 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17032 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -2232120.000000 Penalty: 4921.635742
	Iteration 11Q: 3 clusters Score -2232120 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17459 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -2232459.000000 Penalty: 4921.635742
	Iteration 12Q: 3 clusters Score -2232459 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17762 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -2232691.750000 Penalty: 4921.635742
	Iteration 13Q: 3 clusters Score -2232692 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -2232863.500000 Penalty: 4921.635742
	Iteration 14Q: 3 clusters Score -2232864 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18218 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -2232982.500000 Penalty: 4921.635742
	Iteration 15Q: 3 clusters Score -2232982 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18401 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -2233102.000000 Penalty: 4921.635742
	Iteration 16Q: 3 clusters Score -2233102 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -2233168.250000 Penalty: 4921.635742
	Iteration 17Q: 3 clusters Score -2233168 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -2233235.750000 Penalty: 4921.635742
	Iteration 18Q: 3 clusters Score -2233236 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -2233272.250000 Penalty: 4921.635742
	Iteration 19Q: 3 clusters Score -2233272 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -2233314.250000 Penalty: 4921.635742
	Iteration 20F: 3 clusters Score -2233314 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18889 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -2233340.500000 Penalty: 4921.635742
	Iteration 21Q: 3 clusters Score -2233340 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -2233368.000000 Penalty: 4921.635742
	Iteration 22Q: 3 clusters Score -2233368 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -2233389.500000 Penalty: 4921.635742
	Iteration 23Q: 3 clusters Score -2233390 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19029 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -2233410.750000 Penalty: 4921.635742
	Iteration 24Q: 3 clusters Score -2233411 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19061 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -2233427.750000 Penalty: 4921.635742
	Iteration 25Q: 3 clusters Score -2233428 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -2233441.250000 Penalty: 4921.635742
	Iteration 26Q: 3 clusters Score -2233441 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -2233455.500000 Penalty: 4921.635742
	Iteration 27Q: 3 clusters Score -2233456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -2233468.250000 Penalty: 4921.635742
	Iteration 28Q: 3 clusters Score -2233468 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19134 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -2233474.500000 Penalty: 4921.635742
	Iteration 29Q: 3 clusters Score -2233474 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19148 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -2233481.000000 Penalty: 4921.635742
	Iteration 30Q: 3 clusters Score -2233481 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -2233487.500000 Penalty: 4921.635742
	Iteration 31Q: 3 clusters Score -2233488 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19175 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -2233494.500000 Penalty: 4921.635742
	Iteration 32Q: 3 clusters Score -2233494 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19193 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -2233504.250000 Penalty: 4921.635742
	Iteration 33Q: 3 clusters Score -2233504 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -2233511.500000 Penalty: 4921.635742
	Iteration 34Q: 3 clusters Score -2233512 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -2233514.000000 Penalty: 4921.635742
	Iteration 35Q: 3 clusters Score -2233514 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -2233520.000000 Penalty: 4921.635742
	Iteration 36Q: 3 clusters Score -2233520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -2233527.250000 Penalty: 4921.635742
	Iteration 37Q: 3 clusters Score -2233527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19245 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -2233528.250000 Penalty: 4921.635742
	Iteration 38Q: 3 clusters Score -2233528 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -2233539.250000 Penalty: 4921.635742
	Iteration 39Q: 3 clusters Score -2233539 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -2233544.750000 Penalty: 4921.635742
	Iteration 40F: 3 clusters Score -2233545 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19272 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -2233551.000000 Penalty: 4921.635742
	Iteration 41Q: 3 clusters Score -2233551 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -2233558.000000 Penalty: 4921.635742
	Iteration 42Q: 3 clusters Score -2233558 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19285 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -2233558.250000 Penalty: 4921.635742
	Iteration 43Q: 3 clusters Score -2233558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -2233568.750000 Penalty: 4921.635742
	Iteration 44Q: 3 clusters Score -2233569 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -2233576.250000 Penalty: 4921.635742
	Iteration 45Q: 3 clusters Score -2233576 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -2233582.000000 Penalty: 4921.635742
	Iteration 46Q: 3 clusters Score -2233582 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -2233592.250000 Penalty: 4921.635742
	Iteration 47Q: 3 clusters Score -2233592 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -2233598.000000 Penalty: 4921.635742
	Iteration 48Q: 3 clusters Score -2233598 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19346 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -2233603.500000 Penalty: 4921.635742
	Iteration 49Q: 3 clusters Score -2233604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -2233606.750000 Penalty: 4921.635742
	Iteration 50Q: 3 clusters Score -2233607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -2233613.500000 Penalty: 4921.635742
	Iteration 51Q: 3 clusters Score -2233614 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -2233619.000000 Penalty: 4921.635742
	Iteration 52Q: 3 clusters Score -2233619 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -2233623.500000 Penalty: 4921.635742
	Iteration 53Q: 3 clusters Score -2233624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19388 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -2233623.250000 Penalty: 4921.635742
	Iteration 54Q: 3 clusters Score -2233623 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19396 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -2233631.000000 Penalty: 4921.635742
	Iteration 55Q: 3 clusters Score -2233631 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2233636.500000 Penalty: 4921.635742
	Iteration 56Q: 3 clusters Score -2233636 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2233641.250000 Penalty: 4921.635742
	Iteration 57Q: 3 clusters Score -2233641 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -2233644.750000 Penalty: 4921.635742
	Iteration 58Q: 3 clusters Score -2233645 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19402 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -2233643.750000 Penalty: 4921.635742
	Iteration 59Q: 3 clusters Score -2233644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19401 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -2233646.250000 Penalty: 4921.635742
	Iteration 60F: 3 clusters Score -2233646 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -2233648.000000 Penalty: 4921.635742
	Iteration 61Q: 3 clusters Score -2233648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 981 members 
Entering Unmasked Estep 
Score: -2233646.250000 Penalty: 4921.635742
	Iteration 62Q: 3 clusters Score -2233646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2233647.250000 Penalty: 4921.635742
	Iteration 63Q: 3 clusters Score -2233647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -2233646.250000 Penalty: 4921.635742
	Iteration 64Q: 3 clusters Score -2233646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2233648.000000 Penalty: 4921.635742
	Iteration 65Q: 3 clusters Score -2233648 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -2233648.000000 Penalty: 4921.635742
	Iteration 66F: 3 clusters Score -2233648 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (80008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80008 members 
Entering Unmasked Estep 
Score: -9481712.000000 Penalty: 2799.890625
	Iteration 0F: 2 clusters Score -9481712 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 40137 members 
Entering Unmasked Estep 
Score: -9428247.000000 Penalty: 5599.781250
	Iteration 0F: 3 clusters Score -9428247 nChanged 37556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 41167 members 
Entering Unmasked Estep 
Score: -9449251.000000 Penalty: 5599.781250
	Iteration 1F: 3 clusters Score -9449251 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38127 members 
Mstep: Class 2 contains 41881 members 
Entering Unmasked Estep 
Score: -9449979.000000 Penalty: 5599.781250
	Iteration 2Q: 3 clusters Score -9449979 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37038 members 
Mstep: Class 2 contains 42970 members 
Entering Unmasked Estep 
Score: -9450777.000000 Penalty: 5599.781250
	Iteration 3Q: 3 clusters Score -9450777 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35402 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -9451861.000000 Penalty: 5599.781250
	Iteration 4Q: 3 clusters Score -9451861 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33212 members 
Mstep: Class 2 contains 46796 members 
Entering Unmasked Estep 
Score: -9453342.000000 Penalty: 5599.781250
	Iteration 5Q: 3 clusters Score -9453342 nChanged 3796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 49758 members 
Entering Unmasked Estep 
Score: -9455604.000000 Penalty: 5599.781250
	Iteration 6Q: 3 clusters Score -9455604 nChanged 4417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26425 members 
Mstep: Class 2 contains 53583 members 
Entering Unmasked Estep 
Score: -9458706.000000 Penalty: 5599.781250
	Iteration 7F: 3 clusters Score -9458706 nChanged 4744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22295 members 
Mstep: Class 2 contains 57713 members 
Entering Unmasked Estep 
Score: -9462546.000000 Penalty: 5599.781250
	Iteration 8F: 3 clusters Score -9462546 nChanged 4736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -9466485.000000 Penalty: 5599.781250
	Iteration 9F: 3 clusters Score -9466485 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14520 members 
Mstep: Class 2 contains 65488 members 
Entering Unmasked Estep 
Score: -9469831.000000 Penalty: 5599.781250
	Iteration 10F: 3 clusters Score -9469831 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 68287 members 
Entering Unmasked Estep 
Score: -9472183.000000 Penalty: 5599.781250
	Iteration 11Q: 3 clusters Score -9472183 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 70521 members 
Entering Unmasked Estep 
Score: -9473804.000000 Penalty: 5599.781250
	Iteration 12Q: 3 clusters Score -9473804 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 72324 members 
Entering Unmasked Estep 
Score: -9474986.000000 Penalty: 5599.781250
	Iteration 13Q: 3 clusters Score -9474986 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 73819 members 
Entering Unmasked Estep 
Score: -9475900.000000 Penalty: 5599.781250
	Iteration 14Q: 3 clusters Score -9475900 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 75057 members 
Entering Unmasked Estep 
Score: -9476605.000000 Penalty: 5599.781250
	Iteration 15Q: 3 clusters Score -9476605 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 76090 members 
Entering Unmasked Estep 
Score: -9477218.000000 Penalty: 5599.781250
	Iteration 16Q: 3 clusters Score -9477218 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 76963 members 
Entering Unmasked Estep 
Score: -9477769.000000 Penalty: 5599.781250
	Iteration 17Q: 3 clusters Score -9477769 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 77660 members 
Entering Unmasked Estep 
Score: -9478145.000000 Penalty: 5599.781250
	Iteration 18Q: 3 clusters Score -9478145 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 78168 members 
Entering Unmasked Estep 
Score: -9478408.000000 Penalty: 5599.781250
	Iteration 19Q: 3 clusters Score -9478408 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 78549 members 
Entering Unmasked Estep 
Score: -9478669.000000 Penalty: 5599.781250
	Iteration 20F: 3 clusters Score -9478669 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 78803 members 
Entering Unmasked Estep 
Score: -9478820.000000 Penalty: 5599.781250
	Iteration 21Q: 3 clusters Score -9478820 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 78991 members 
Entering Unmasked Estep 
Score: -9478948.000000 Penalty: 5599.781250
	Iteration 22Q: 3 clusters Score -9478948 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -9479010.000000 Penalty: 5599.781250
	Iteration 23Q: 3 clusters Score -9479010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 79185 members 
Entering Unmasked Estep 
Score: -9479078.000000 Penalty: 5599.781250
	Iteration 24Q: 3 clusters Score -9479078 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 79240 members 
Entering Unmasked Estep 
Score: -9479131.000000 Penalty: 5599.781250
	Iteration 25Q: 3 clusters Score -9479131 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 79286 members 
Entering Unmasked Estep 
Score: -9479177.000000 Penalty: 5599.781250
	Iteration 26Q: 3 clusters Score -9479177 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 79318 members 
Entering Unmasked Estep 
Score: -9479219.000000 Penalty: 5599.781250
	Iteration 27Q: 3 clusters Score -9479219 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 79345 members 
Entering Unmasked Estep 
Score: -9479248.000000 Penalty: 5599.781250
	Iteration 28Q: 3 clusters Score -9479248 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 79363 members 
Entering Unmasked Estep 
Score: -9479263.000000 Penalty: 5599.781250
	Iteration 29Q: 3 clusters Score -9479263 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 79370 members 
Entering Unmasked Estep 
Score: -9479266.000000 Penalty: 5599.781250
	Iteration 30Q: 3 clusters Score -9479266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 79382 members 
Entering Unmasked Estep 
Score: -9479271.000000 Penalty: 5599.781250
	Iteration 31Q: 3 clusters Score -9479271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 79393 members 
Entering Unmasked Estep 
Score: -9479277.000000 Penalty: 5599.781250
	Iteration 32Q: 3 clusters Score -9479277 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 79400 members 
Entering Unmasked Estep 
Score: -9479282.000000 Penalty: 5599.781250
	Iteration 33Q: 3 clusters Score -9479282 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 79404 members 
Entering Unmasked Estep 
Score: -9479275.000000 Penalty: 5599.781250
	Iteration 34Q: 3 clusters Score -9479275 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 79408 members 
Entering Unmasked Estep 
Score: -9479282.000000 Penalty: 5599.781250
	Iteration 35Q: 3 clusters Score -9479282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 79414 members 
Entering Unmasked Estep 
Score: -9479288.000000 Penalty: 5599.781250
	Iteration 36Q: 3 clusters Score -9479288 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 79421 members 
Entering Unmasked Estep 
Score: -9479305.000000 Penalty: 5599.781250
	Iteration 37Q: 3 clusters Score -9479305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 79428 members 
Entering Unmasked Estep 
Score: -9479308.000000 Penalty: 5599.781250
	Iteration 38Q: 3 clusters Score -9479308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 79432 members 
Entering Unmasked Estep 
Score: -9479308.000000 Penalty: 5599.781250
	Iteration 39Q: 3 clusters Score -9479308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 79434 members 
Entering Unmasked Estep 
Score: -9479313.000000 Penalty: 5599.781250
	Iteration 40F: 3 clusters Score -9479313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 79435 members 
Entering Unmasked Estep 
Score: -9479313.000000 Penalty: 5599.781250
	Iteration 41Q: 3 clusters Score -9479313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -9479313.000000 Penalty: 5599.781250
	Iteration 42Q: 3 clusters Score -9479313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 79438 members 
Entering Unmasked Estep 
Score: -9479314.000000 Penalty: 5599.781250
	Iteration 43Q: 3 clusters Score -9479314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 79437 members 
Entering Unmasked Estep 
Score: -9479316.000000 Penalty: 5599.781250
	Iteration 44Q: 3 clusters Score -9479316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 79436 members 
Entering Unmasked Estep 
Score: -9479316.000000 Penalty: 5599.781250
	Iteration 45Q: 3 clusters Score -9479316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 79439 members 
Entering Unmasked Estep 
Score: -9479320.000000 Penalty: 5599.781250
	Iteration 46Q: 3 clusters Score -9479320 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 79442 members 
Entering Unmasked Estep 
Score: -9479323.000000 Penalty: 5599.781250
	Iteration 47Q: 3 clusters Score -9479323 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 79447 members 
Entering Unmasked Estep 
Score: -9479325.000000 Penalty: 5599.781250
	Iteration 48Q: 3 clusters Score -9479325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 79450 members 
Entering Unmasked Estep 
Score: -9479319.000000 Penalty: 5599.781250
	Iteration 49Q: 3 clusters Score -9479319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 79451 members 
Entering Unmasked Estep 
Score: -9479313.000000 Penalty: 5599.781250
	Iteration 50Q: 3 clusters Score -9479313 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -9479316.000000 Penalty: 5599.781250
	Iteration 51Q: 3 clusters Score -9479316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 79452 members 
Entering Unmasked Estep 
Score: -9479316.000000 Penalty: 5599.781250
	Iteration 52F: 3 clusters Score -9479316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (60261 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60261 members 
Entering Unmasked Estep 
Score: -7209365.500000 Penalty: 2729.597168
	Iteration 0F: 2 clusters Score -7209366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -7168850.500000 Penalty: 5459.194336
	Iteration 0F: 3 clusters Score -7168850 nChanged 28155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29562 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -7184610.500000 Penalty: 5459.194336
	Iteration 1F: 3 clusters Score -7184610 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 31109 members 
Entering Unmasked Estep 
Score: -7185202.500000 Penalty: 5459.194336
	Iteration 2Q: 3 clusters Score -7185202 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -7185812.000000 Penalty: 5459.194336
	Iteration 3Q: 3 clusters Score -7185812 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27564 members 
Mstep: Class 2 contains 32697 members 
Entering Unmasked Estep 
Score: -7186496.000000 Penalty: 5459.194336
	Iteration 4Q: 3 clusters Score -7186496 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 34092 members 
Entering Unmasked Estep 
Score: -7187376.500000 Penalty: 5459.194336
	Iteration 5Q: 3 clusters Score -7187376 nChanged 2790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24179 members 
Mstep: Class 2 contains 36082 members 
Entering Unmasked Estep 
Score: -7188596.000000 Penalty: 5459.194336
	Iteration 6Q: 3 clusters Score -7188596 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21373 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -7190540.000000 Penalty: 5459.194336
	Iteration 7F: 3 clusters Score -7190540 nChanged 4025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17810 members 
Mstep: Class 2 contains 42451 members 
Entering Unmasked Estep 
Score: -7193496.500000 Penalty: 5459.194336
	Iteration 8F: 3 clusters Score -7193496 nChanged 4383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
Score: -7197300.000000 Penalty: 5459.194336
	Iteration 9F: 3 clusters Score -7197300 nChanged 3831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10354 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -7201149.000000 Penalty: 5459.194336
	Iteration 10F: 3 clusters Score -7201149 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 52102 members 
Entering Unmasked Estep 
Score: -7203902.000000 Penalty: 5459.194336
	Iteration 11Q: 3 clusters Score -7203902 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7005 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -7205335.000000 Penalty: 5459.194336
	Iteration 12Q: 3 clusters Score -7205335 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 53955 members 
Entering Unmasked Estep 
Score: -7205840.500000 Penalty: 5459.194336
	Iteration 13Q: 3 clusters Score -7205840 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 54494 members 
Entering Unmasked Estep 
Score: -7206084.500000 Penalty: 5459.194336
	Iteration 14Q: 3 clusters Score -7206084 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 54936 members 
Entering Unmasked Estep 
Score: -7206292.000000 Penalty: 5459.194336
	Iteration 15Q: 3 clusters Score -7206292 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 55341 members 
Entering Unmasked Estep 
Score: -7206468.000000 Penalty: 5459.194336
	Iteration 16Q: 3 clusters Score -7206468 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 55715 members 
Entering Unmasked Estep 
Score: -7206613.500000 Penalty: 5459.194336
	Iteration 17Q: 3 clusters Score -7206614 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4207 members 
Mstep: Class 2 contains 56054 members 
Entering Unmasked Estep 
Score: -7206736.000000 Penalty: 5459.194336
	Iteration 18Q: 3 clusters Score -7206736 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 56317 members 
Entering Unmasked Estep 
Score: -7206803.000000 Penalty: 5459.194336
	Iteration 19Q: 3 clusters Score -7206803 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -7206907.000000 Penalty: 5459.194336
	Iteration 20F: 3 clusters Score -7206907 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 56767 members 
Entering Unmasked Estep 
Score: -7206986.500000 Penalty: 5459.194336
	Iteration 21Q: 3 clusters Score -7206986 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 56962 members 
Entering Unmasked Estep 
Score: -7207042.000000 Penalty: 5459.194336
	Iteration 22Q: 3 clusters Score -7207042 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 57120 members 
Entering Unmasked Estep 
Score: -7207086.500000 Penalty: 5459.194336
	Iteration 23Q: 3 clusters Score -7207086 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 57247 members 
Entering Unmasked Estep 
Score: -7207132.000000 Penalty: 5459.194336
	Iteration 24Q: 3 clusters Score -7207132 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 57356 members 
Entering Unmasked Estep 
Score: -7207157.000000 Penalty: 5459.194336
	Iteration 25Q: 3 clusters Score -7207157 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 57448 members 
Entering Unmasked Estep 
Score: -7207187.500000 Penalty: 5459.194336
	Iteration 26Q: 3 clusters Score -7207188 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 57517 members 
Entering Unmasked Estep 
Score: -7207221.500000 Penalty: 5459.194336
	Iteration 27Q: 3 clusters Score -7207222 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 57582 members 
Entering Unmasked Estep 
Score: -7207238.000000 Penalty: 5459.194336
	Iteration 28Q: 3 clusters Score -7207238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 57639 members 
Entering Unmasked Estep 
Score: -7207277.000000 Penalty: 5459.194336
	Iteration 29Q: 3 clusters Score -7207277 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 57693 members 
Entering Unmasked Estep 
Score: -7207267.000000 Penalty: 5459.194336
	Iteration 30Q: 3 clusters Score -7207267 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 57741 members 
Entering Unmasked Estep 
Score: -7207272.500000 Penalty: 5459.194336
	Iteration 31Q: 3 clusters Score -7207272 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2471 members 
Mstep: Class 2 contains 57790 members 
Entering Unmasked Estep 
Score: -7207288.500000 Penalty: 5459.194336
	Iteration 32Q: 3 clusters Score -7207288 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 57822 members 
Entering Unmasked Estep 
Score: -7207295.500000 Penalty: 5459.194336
	Iteration 33Q: 3 clusters Score -7207296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 57845 members 
Entering Unmasked Estep 
Score: -7207309.500000 Penalty: 5459.194336
	Iteration 34Q: 3 clusters Score -7207310 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 57862 members 
Entering Unmasked Estep 
Score: -7207314.000000 Penalty: 5459.194336
	Iteration 35Q: 3 clusters Score -7207314 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 57882 members 
Entering Unmasked Estep 
Score: -7207320.000000 Penalty: 5459.194336
	Iteration 36Q: 3 clusters Score -7207320 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 57907 members 
Entering Unmasked Estep 
Score: -7207321.000000 Penalty: 5459.194336
	Iteration 37Q: 3 clusters Score -7207321 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 57939 members 
Entering Unmasked Estep 
Score: -7207326.000000 Penalty: 5459.194336
	Iteration 38Q: 3 clusters Score -7207326 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 57962 members 
Entering Unmasked Estep 
Score: -7207332.500000 Penalty: 5459.194336
	Iteration 39Q: 3 clusters Score -7207332 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 57976 members 
Entering Unmasked Estep 
Score: -7207327.500000 Penalty: 5459.194336
	Iteration 40F: 3 clusters Score -7207328 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 57986 members 
Entering Unmasked Estep 
Score: -7207339.500000 Penalty: 5459.194336
	Iteration 41Q: 3 clusters Score -7207340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -7207333.500000 Penalty: 5459.194336
	Iteration 42Q: 3 clusters Score -7207334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 58002 members 
Entering Unmasked Estep 
Score: -7207327.500000 Penalty: 5459.194336
	Iteration 43Q: 3 clusters Score -7207328 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 58009 members 
Entering Unmasked Estep 
Score: -7207332.500000 Penalty: 5459.194336
	Iteration 44Q: 3 clusters Score -7207332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 58018 members 
Entering Unmasked Estep 
Score: -7207332.500000 Penalty: 5459.194336
	Iteration 45Q: 3 clusters Score -7207332 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -7207324.000000 Penalty: 5459.194336
	Iteration 46Q: 3 clusters Score -7207324 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 58044 members 
Entering Unmasked Estep 
Score: -7207325.500000 Penalty: 5459.194336
	Iteration 47Q: 3 clusters Score -7207326 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -7207336.500000 Penalty: 5459.194336
	Iteration 48Q: 3 clusters Score -7207336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 58064 members 
Entering Unmasked Estep 
Score: -7207341.500000 Penalty: 5459.194336
	Iteration 49Q: 3 clusters Score -7207342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -7207337.000000 Penalty: 5459.194336
	Iteration 50Q: 3 clusters Score -7207337 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2189 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -7207345.500000 Penalty: 5459.194336
	Iteration 51Q: 3 clusters Score -7207346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -7207342.500000 Penalty: 5459.194336
	Iteration 52Q: 3 clusters Score -7207342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -7207341.500000 Penalty: 5459.194336
	Iteration 53Q: 3 clusters Score -7207342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -7207341.500000 Penalty: 5459.194336
	Iteration 54F: 3 clusters Score -7207342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (24256 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24256 members 
Entering Unmasked Estep 
Score: -2470432.750000 Penalty: 2503.912109
	Iteration 0F: 2 clusters Score -2470433 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -2453716.000000 Penalty: 5007.824219
	Iteration 0F: 3 clusters Score -2453716 nChanged 10736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11988 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -2459611.000000 Penalty: 5007.824219
	Iteration 1F: 3 clusters Score -2459611 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -2460259.000000 Penalty: 5007.824219
	Iteration 2F: 3 clusters Score -2460259 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 12492 members 
Entering Unmasked Estep 
Score: -2460929.500000 Penalty: 5007.824219
	Iteration 3F: 3 clusters Score -2460930 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -2461708.500000 Penalty: 5007.824219
	Iteration 4F: 3 clusters Score -2461708 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11404 members 
Mstep: Class 2 contains 12852 members 
Entering Unmasked Estep 
Score: -2462637.750000 Penalty: 5007.824219
	Iteration 5F: 3 clusters Score -2462638 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11122 members 
Mstep: Class 2 contains 13134 members 
Entering Unmasked Estep 
Score: -2463643.000000 Penalty: 5007.824219
	Iteration 6F: 3 clusters Score -2463643 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -2464623.500000 Penalty: 5007.824219
	Iteration 7F: 3 clusters Score -2464624 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10500 members 
Mstep: Class 2 contains 13756 members 
Entering Unmasked Estep 
Score: -2465518.250000 Penalty: 5007.824219
	Iteration 8F: 3 clusters Score -2465518 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10239 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -2466218.250000 Penalty: 5007.824219
	Iteration 9Q: 3 clusters Score -2466218 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 14185 members 
Entering Unmasked Estep 
Score: -2466695.250000 Penalty: 5007.824219
	Iteration 10Q: 3 clusters Score -2466695 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2466988.750000 Penalty: 5007.824219
	Iteration 11Q: 3 clusters Score -2466989 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9794 members 
Mstep: Class 2 contains 14462 members 
Entering Unmasked Estep 
Score: -2467214.250000 Penalty: 5007.824219
	Iteration 12Q: 3 clusters Score -2467214 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 14564 members 
Entering Unmasked Estep 
Score: -2467363.750000 Penalty: 5007.824219
	Iteration 13Q: 3 clusters Score -2467364 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -2467477.750000 Penalty: 5007.824219
	Iteration 14Q: 3 clusters Score -2467478 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -2467557.500000 Penalty: 5007.824219
	Iteration 15Q: 3 clusters Score -2467558 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 14809 members 
Entering Unmasked Estep 
Score: -2467628.000000 Penalty: 5007.824219
	Iteration 16Q: 3 clusters Score -2467628 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -2467685.750000 Penalty: 5007.824219
	Iteration 17Q: 3 clusters Score -2467686 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9292 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -2467742.750000 Penalty: 5007.824219
	Iteration 18Q: 3 clusters Score -2467743 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -2467772.000000 Penalty: 5007.824219
	Iteration 19Q: 3 clusters Score -2467772 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9106 members 
Mstep: Class 2 contains 15150 members 
Entering Unmasked Estep 
Score: -2467804.000000 Penalty: 5007.824219
	Iteration 20F: 3 clusters Score -2467804 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9021 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -2467822.750000 Penalty: 5007.824219
	Iteration 21Q: 3 clusters Score -2467823 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 15314 members 
Entering Unmasked Estep 
Score: -2467826.250000 Penalty: 5007.824219
	Iteration 22Q: 3 clusters Score -2467826 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -2467837.750000 Penalty: 5007.824219
	Iteration 23Q: 3 clusters Score -2467838 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -2467861.750000 Penalty: 5007.824219
	Iteration 24Q: 3 clusters Score -2467862 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -2467879.750000 Penalty: 5007.824219
	Iteration 25Q: 3 clusters Score -2467880 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8610 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -2467892.250000 Penalty: 5007.824219
	Iteration 26Q: 3 clusters Score -2467892 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -2467921.250000 Penalty: 5007.824219
	Iteration 27Q: 3 clusters Score -2467921 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8428 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -2467939.750000 Penalty: 5007.824219
	Iteration 28Q: 3 clusters Score -2467940 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 15932 members 
Entering Unmasked Estep 
Score: -2467959.250000 Penalty: 5007.824219
	Iteration 29Q: 3 clusters Score -2467959 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -2467963.750000 Penalty: 5007.824219
	Iteration 30Q: 3 clusters Score -2467964 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 16098 members 
Entering Unmasked Estep 
Score: -2467958.500000 Penalty: 5007.824219
	Iteration 31Q: 3 clusters Score -2467958 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8089 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -2467966.500000 Penalty: 5007.824219
	Iteration 32Q: 3 clusters Score -2467966 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -2467988.000000 Penalty: 5007.824219
	Iteration 33Q: 3 clusters Score -2467988 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 16311 members 
Entering Unmasked Estep 
Score: -2467991.750000 Penalty: 5007.824219
	Iteration 34Q: 3 clusters Score -2467992 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7863 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -2468007.000000 Penalty: 5007.824219
	Iteration 35Q: 3 clusters Score -2468007 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7782 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -2468030.750000 Penalty: 5007.824219
	Iteration 36Q: 3 clusters Score -2468031 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7701 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -2468032.750000 Penalty: 5007.824219
	Iteration 37Q: 3 clusters Score -2468033 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 16628 members 
Entering Unmasked Estep 
Score: -2468042.750000 Penalty: 5007.824219
	Iteration 38Q: 3 clusters Score -2468043 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7555 members 
Mstep: Class 2 contains 16701 members 
Entering Unmasked Estep 
Score: -2468062.250000 Penalty: 5007.824219
	Iteration 39Q: 3 clusters Score -2468062 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7492 members 
Mstep: Class 2 contains 16764 members 
Entering Unmasked Estep 
Score: -2468075.750000 Penalty: 5007.824219
	Iteration 40F: 3 clusters Score -2468076 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -2468080.500000 Penalty: 5007.824219
	Iteration 41Q: 3 clusters Score -2468080 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -2468095.500000 Penalty: 5007.824219
	Iteration 42Q: 3 clusters Score -2468096 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 16949 members 
Entering Unmasked Estep 
Score: -2468105.500000 Penalty: 5007.824219
	Iteration 43Q: 3 clusters Score -2468106 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7242 members 
Mstep: Class 2 contains 17014 members 
Entering Unmasked Estep 
Score: -2468114.000000 Penalty: 5007.824219
	Iteration 44Q: 3 clusters Score -2468114 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 17060 members 
Entering Unmasked Estep 
Score: -2468119.500000 Penalty: 5007.824219
	Iteration 45Q: 3 clusters Score -2468120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 17101 members 
Entering Unmasked Estep 
Score: -2468124.750000 Penalty: 5007.824219
	Iteration 46Q: 3 clusters Score -2468125 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -2468122.000000 Penalty: 5007.824219
	Iteration 47Q: 3 clusters Score -2468122 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7083 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -2468126.500000 Penalty: 5007.824219
	Iteration 48Q: 3 clusters Score -2468126 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -2468130.750000 Penalty: 5007.824219
	Iteration 49Q: 3 clusters Score -2468131 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -2468135.250000 Penalty: 5007.824219
	Iteration 50Q: 3 clusters Score -2468135 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -2468140.250000 Penalty: 5007.824219
	Iteration 51Q: 3 clusters Score -2468140 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 17336 members 
Entering Unmasked Estep 
Score: -2468145.250000 Penalty: 5007.824219
	Iteration 52Q: 3 clusters Score -2468145 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -2468143.000000 Penalty: 5007.824219
	Iteration 53Q: 3 clusters Score -2468143 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6822 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -2468144.250000 Penalty: 5007.824219
	Iteration 54Q: 3 clusters Score -2468144 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6753 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -2468160.750000 Penalty: 5007.824219
	Iteration 55Q: 3 clusters Score -2468161 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6693 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -2468166.250000 Penalty: 5007.824219
	Iteration 56Q: 3 clusters Score -2468166 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -2468175.500000 Penalty: 5007.824219
	Iteration 57Q: 3 clusters Score -2468176 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6578 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -2468179.750000 Penalty: 5007.824219
	Iteration 58Q: 3 clusters Score -2468180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6515 members 
Mstep: Class 2 contains 17741 members 
Entering Unmasked Estep 
Score: -2468189.500000 Penalty: 5007.824219
	Iteration 59Q: 3 clusters Score -2468190 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6461 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -2468198.000000 Penalty: 5007.824219
	Iteration 60F: 3 clusters Score -2468198 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 17853 members 
Entering Unmasked Estep 
Score: -2468211.500000 Penalty: 5007.824219
	Iteration 61Q: 3 clusters Score -2468212 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6355 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -2468199.250000 Penalty: 5007.824219
	Iteration 62Q: 3 clusters Score -2468199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -2468204.750000 Penalty: 5007.824219
	Iteration 63Q: 3 clusters Score -2468205 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6292 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -2468207.250000 Penalty: 5007.824219
	Iteration 64Q: 3 clusters Score -2468207 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6266 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -2468216.500000 Penalty: 5007.824219
	Iteration 65Q: 3 clusters Score -2468216 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -2468224.750000 Penalty: 5007.824219
	Iteration 66Q: 3 clusters Score -2468225 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6208 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -2468222.250000 Penalty: 5007.824219
	Iteration 67Q: 3 clusters Score -2468222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 18069 members 
Entering Unmasked Estep 
Score: -2468235.750000 Penalty: 5007.824219
	Iteration 68Q: 3 clusters Score -2468236 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 18092 members 
Entering Unmasked Estep 
Score: -2468233.250000 Penalty: 5007.824219
	Iteration 69Q: 3 clusters Score -2468233 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -2468234.250000 Penalty: 5007.824219
	Iteration 70Q: 3 clusters Score -2468234 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 18135 members 
Entering Unmasked Estep 
Score: -2468236.750000 Penalty: 5007.824219
	Iteration 71Q: 3 clusters Score -2468237 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 18149 members 
Entering Unmasked Estep 
Score: -2468233.250000 Penalty: 5007.824219
	Iteration 72Q: 3 clusters Score -2468233 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -2468236.750000 Penalty: 5007.824219
	Iteration 73Q: 3 clusters Score -2468237 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 18183 members 
Entering Unmasked Estep 
Score: -2468234.750000 Penalty: 5007.824219
	Iteration 74Q: 3 clusters Score -2468235 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -2468236.750000 Penalty: 5007.824219
	Iteration 75Q: 3 clusters Score -2468237 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6036 members 
Mstep: Class 2 contains 18220 members 
Entering Unmasked Estep 
Score: -2468241.250000 Penalty: 5007.824219
	Iteration 76Q: 3 clusters Score -2468241 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 18241 members 
Entering Unmasked Estep 
Score: -2468246.750000 Penalty: 5007.824219
	Iteration 77Q: 3 clusters Score -2468247 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 18264 members 
Entering Unmasked Estep 
Score: -2468242.250000 Penalty: 5007.824219
	Iteration 78Q: 3 clusters Score -2468242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5970 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -2468242.750000 Penalty: 5007.824219
	Iteration 79Q: 3 clusters Score -2468243 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -2468242.250000 Penalty: 5007.824219
	Iteration 80F: 3 clusters Score -2468242 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5925 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -2468242.750000 Penalty: 5007.824219
	Iteration 81Q: 3 clusters Score -2468243 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 18350 members 
Entering Unmasked Estep 
Score: -2468247.500000 Penalty: 5007.824219
	Iteration 82Q: 3 clusters Score -2468248 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5883 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -2468247.750000 Penalty: 5007.824219
	Iteration 83Q: 3 clusters Score -2468248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5870 members 
Mstep: Class 2 contains 18386 members 
Entering Unmasked Estep 
Score: -2468251.250000 Penalty: 5007.824219
	Iteration 84Q: 3 clusters Score -2468251 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5856 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -2468252.250000 Penalty: 5007.824219
	Iteration 85Q: 3 clusters Score -2468252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 18413 members 
Entering Unmasked Estep 
Score: -2468256.250000 Penalty: 5007.824219
	Iteration 86Q: 3 clusters Score -2468256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 18432 members 
Entering Unmasked Estep 
Score: -2468252.000000 Penalty: 5007.824219
	Iteration 87Q: 3 clusters Score -2468252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 18454 members 
Entering Unmasked Estep 
Score: -2468253.750000 Penalty: 5007.824219
	Iteration 88Q: 3 clusters Score -2468254 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -2468258.000000 Penalty: 5007.824219
	Iteration 89Q: 3 clusters Score -2468258 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -2468257.750000 Penalty: 5007.824219
	Iteration 90Q: 3 clusters Score -2468258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -2468257.750000 Penalty: 5007.824219
	Iteration 91Q: 3 clusters Score -2468258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 18571 members 
Entering Unmasked Estep 
Score: -2468263.750000 Penalty: 5007.824219
	Iteration 92Q: 3 clusters Score -2468264 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5666 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -2468269.250000 Penalty: 5007.824219
	Iteration 93Q: 3 clusters Score -2468269 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 18608 members 
Entering Unmasked Estep 
Score: -2468270.750000 Penalty: 5007.824219
	Iteration 94Q: 3 clusters Score -2468271 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -2468273.500000 Penalty: 5007.824219
	Iteration 95Q: 3 clusters Score -2468274 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 18650 members 
Entering Unmasked Estep 
Score: -2468277.500000 Penalty: 5007.824219
	Iteration 96Q: 3 clusters Score -2468278 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -2468281.750000 Penalty: 5007.824219
	Iteration 97Q: 3 clusters Score -2468282 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5544 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -2468285.000000 Penalty: 5007.824219
	Iteration 98Q: 3 clusters Score -2468285 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5510 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
Score: -2468296.000000 Penalty: 5007.824219
	Iteration 99Q: 3 clusters Score -2468296 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 18782 members 
Entering Unmasked Estep 
Score: -2468296.500000 Penalty: 5007.824219
	Iteration 100F: 3 clusters Score -2468296 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -2468299.500000 Penalty: 5007.824219
	Iteration 101Q: 3 clusters Score -2468300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5417 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -2468293.250000 Penalty: 5007.824219
	Iteration 102Q: 3 clusters Score -2468293 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5396 members 
Mstep: Class 2 contains 18860 members 
Entering Unmasked Estep 
Score: -2468299.250000 Penalty: 5007.824219
	Iteration 103Q: 3 clusters Score -2468299 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 18884 members 
Entering Unmasked Estep 
Score: -2468309.500000 Penalty: 5007.824219
	Iteration 104Q: 3 clusters Score -2468310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5354 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -2468311.000000 Penalty: 5007.824219
	Iteration 105Q: 3 clusters Score -2468311 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 18924 members 
Entering Unmasked Estep 
Score: -2468308.250000 Penalty: 5007.824219
	Iteration 106Q: 3 clusters Score -2468308 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -2468309.250000 Penalty: 5007.824219
	Iteration 107Q: 3 clusters Score -2468309 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -2468311.750000 Penalty: 5007.824219
	Iteration 108Q: 3 clusters Score -2468312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -2468310.250000 Penalty: 5007.824219
	Iteration 109Q: 3 clusters Score -2468310 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -2468307.250000 Penalty: 5007.824219
	Iteration 110Q: 3 clusters Score -2468307 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5247 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -2468309.500000 Penalty: 5007.824219
	Iteration 111Q: 3 clusters Score -2468310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -2468309.750000 Penalty: 5007.824219
	Iteration 112Q: 3 clusters Score -2468310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -2468310.000000 Penalty: 5007.824219
	Iteration 113Q: 3 clusters Score -2468310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 19037 members 
Entering Unmasked Estep 
Score: -2468308.750000 Penalty: 5007.824219
	Iteration 114Q: 3 clusters Score -2468309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5212 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -2468311.000000 Penalty: 5007.824219
	Iteration 115Q: 3 clusters Score -2468311 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 19049 members 
Entering Unmasked Estep 
Score: -2468312.750000 Penalty: 5007.824219
	Iteration 116Q: 3 clusters Score -2468313 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -2468316.750000 Penalty: 5007.824219
	Iteration 117Q: 3 clusters Score -2468317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 19065 members 
Entering Unmasked Estep 
Score: -2468318.000000 Penalty: 5007.824219
	Iteration 118Q: 3 clusters Score -2468318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5180 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -2468318.250000 Penalty: 5007.824219
	Iteration 119Q: 3 clusters Score -2468318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -2468321.250000 Penalty: 5007.824219
	Iteration 120F: 3 clusters Score -2468321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5161 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -2468317.500000 Penalty: 5007.824219
	Iteration 121Q: 3 clusters Score -2468318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -2468315.000000 Penalty: 5007.824219
	Iteration 122Q: 3 clusters Score -2468315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 19116 members 
Entering Unmasked Estep 
Score: -2468321.500000 Penalty: 5007.824219
	Iteration 123Q: 3 clusters Score -2468322 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 19128 members 
Entering Unmasked Estep 
Score: -2468319.500000 Penalty: 5007.824219
	Iteration 124Q: 3 clusters Score -2468320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -2468319.750000 Penalty: 5007.824219
	Iteration 125Q: 3 clusters Score -2468320 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 19161 members 
Entering Unmasked Estep 
Score: -2468322.500000 Penalty: 5007.824219
	Iteration 126Q: 3 clusters Score -2468322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 19175 members 
Entering Unmasked Estep 
Score: -2468320.000000 Penalty: 5007.824219
	Iteration 127Q: 3 clusters Score -2468320 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -2468325.500000 Penalty: 5007.824219
	Iteration 128Q: 3 clusters Score -2468326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5057 members 
Mstep: Class 2 contains 19199 members 
Entering Unmasked Estep 
Score: -2468330.250000 Penalty: 5007.824219
	Iteration 129Q: 3 clusters Score -2468330 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -2468331.500000 Penalty: 5007.824219
	Iteration 130Q: 3 clusters Score -2468332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 19217 members 
Entering Unmasked Estep 
Score: -2468331.750000 Penalty: 5007.824219
	Iteration 131Q: 3 clusters Score -2468332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -2468334.500000 Penalty: 5007.824219
	Iteration 132Q: 3 clusters Score -2468334 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 19245 members 
Entering Unmasked Estep 
Score: -2468336.500000 Penalty: 5007.824219
	Iteration 133Q: 3 clusters Score -2468336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -2468338.500000 Penalty: 5007.824219
	Iteration 134Q: 3 clusters Score -2468338 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 19267 members 
Entering Unmasked Estep 
Score: -2468335.500000 Penalty: 5007.824219
	Iteration 135Q: 3 clusters Score -2468336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 19275 members 
Entering Unmasked Estep 
Score: -2468334.750000 Penalty: 5007.824219
	Iteration 136Q: 3 clusters Score -2468335 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 19287 members 
Entering Unmasked Estep 
Score: -2468333.750000 Penalty: 5007.824219
	Iteration 137Q: 3 clusters Score -2468334 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 19294 members 
Entering Unmasked Estep 
Score: -2468338.750000 Penalty: 5007.824219
	Iteration 138Q: 3 clusters Score -2468339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4959 members 
Mstep: Class 2 contains 19297 members 
Entering Unmasked Estep 
Score: -2468332.250000 Penalty: 5007.824219
	Iteration 139Q: 3 clusters Score -2468332 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4952 members 
Mstep: Class 2 contains 19304 members 
Entering Unmasked Estep 
Score: -2468341.250000 Penalty: 5007.824219
	Iteration 140F: 3 clusters Score -2468341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -2468344.500000 Penalty: 5007.824219
	Iteration 141Q: 3 clusters Score -2468344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4937 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -2468349.250000 Penalty: 5007.824219
	Iteration 142Q: 3 clusters Score -2468349 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4932 members 
Mstep: Class 2 contains 19324 members 
Entering Unmasked Estep 
Score: -2468348.750000 Penalty: 5007.824219
	Iteration 143Q: 3 clusters Score -2468349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -2468350.500000 Penalty: 5007.824219
	Iteration 144Q: 3 clusters Score -2468350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 19336 members 
Entering Unmasked Estep 
Score: -2468353.000000 Penalty: 5007.824219
	Iteration 145Q: 3 clusters Score -2468353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -2468355.500000 Penalty: 5007.824219
	Iteration 146Q: 3 clusters Score -2468356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4911 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -2468356.000000 Penalty: 5007.824219
	Iteration 147Q: 3 clusters Score -2468356 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 19350 members 
Entering Unmasked Estep 
Score: -2468351.750000 Penalty: 5007.824219
	Iteration 148Q: 3 clusters Score -2468352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -2468354.250000 Penalty: 5007.824219
	Iteration 149Q: 3 clusters Score -2468354 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4882 members 
Mstep: Class 2 contains 19374 members 
Entering Unmasked Estep 
Score: -2468353.750000 Penalty: 5007.824219
	Iteration 150Q: 3 clusters Score -2468354 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 19378 members 
Entering Unmasked Estep 
Score: -2468351.750000 Penalty: 5007.824219
	Iteration 151Q: 3 clusters Score -2468352 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 19385 members 
Entering Unmasked Estep 
Score: -2468353.750000 Penalty: 5007.824219
	Iteration 152Q: 3 clusters Score -2468354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -2468355.000000 Penalty: 5007.824219
	Iteration 153Q: 3 clusters Score -2468355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -2468352.000000 Penalty: 5007.824219
	Iteration 154Q: 3 clusters Score -2468352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -2468360.500000 Penalty: 5007.824219
	Iteration 155Q: 3 clusters Score -2468360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -2468358.000000 Penalty: 5007.824219
	Iteration 156Q: 3 clusters Score -2468358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 19410 members 
Entering Unmasked Estep 
Score: -2468354.750000 Penalty: 5007.824219
	Iteration 157Q: 3 clusters Score -2468355 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -2468357.750000 Penalty: 5007.824219
	Iteration 158Q: 3 clusters Score -2468358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -2468361.000000 Penalty: 5007.824219
	Iteration 159Q: 3 clusters Score -2468361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 19426 members 
Entering Unmasked Estep 
Score: -2468361.500000 Penalty: 5007.824219
	Iteration 160F: 3 clusters Score -2468362 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 19434 members 
Entering Unmasked Estep 
Score: -2468362.750000 Penalty: 5007.824219
	Iteration 161Q: 3 clusters Score -2468363 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -2468356.250000 Penalty: 5007.824219
	Iteration 162Q: 3 clusters Score -2468356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4808 members 
Mstep: Class 2 contains 19448 members 
Entering Unmasked Estep 
Score: -2468353.000000 Penalty: 5007.824219
	Iteration 163Q: 3 clusters Score -2468353 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 19450 members 
Entering Unmasked Estep 
Score: -2468350.250000 Penalty: 5007.824219
	Iteration 164Q: 3 clusters Score -2468350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 19452 members 
Entering Unmasked Estep 
Score: -2468351.500000 Penalty: 5007.824219
	Iteration 165Q: 3 clusters Score -2468352 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 19454 members 
Entering Unmasked Estep 
Score: -2468356.500000 Penalty: 5007.824219
	Iteration 166Q: 3 clusters Score -2468356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2468359.000000 Penalty: 5007.824219
	Iteration 167Q: 3 clusters Score -2468359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 19455 members 
Entering Unmasked Estep 
Score: -2468359.000000 Penalty: 5007.824219
	Iteration 168F: 3 clusters Score -2468359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (10705 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Entering Unmasked Estep 
Score: -1211332.375000 Penalty: 2301.059570
	Iteration 0F: 2 clusters Score -1211332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1203156.875000 Penalty: 4602.119141
	Iteration 0F: 3 clusters Score -1203157 nChanged 4512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 5470 members 
Entering Unmasked Estep 
Score: -1205593.750000 Penalty: 4602.119141
	Iteration 1F: 3 clusters Score -1205594 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 5551 members 
Entering Unmasked Estep 
Score: -1205854.875000 Penalty: 4602.119141
	Iteration 2F: 3 clusters Score -1205855 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5055 members 
Mstep: Class 2 contains 5650 members 
Entering Unmasked Estep 
Score: -1206012.750000 Penalty: 4602.119141
	Iteration 3Q: 3 clusters Score -1206013 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4917 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -1206151.750000 Penalty: 4602.119141
	Iteration 4Q: 3 clusters Score -1206152 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 5932 members 
Entering Unmasked Estep 
Score: -1206268.500000 Penalty: 4602.119141
	Iteration 5Q: 3 clusters Score -1206268 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1206377.000000 Penalty: 4602.119141
	Iteration 6Q: 3 clusters Score -1206377 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 6286 members 
Entering Unmasked Estep 
Score: -1206490.250000 Penalty: 4602.119141
	Iteration 7Q: 3 clusters Score -1206490 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -1206626.000000 Penalty: 4602.119141
	Iteration 8Q: 3 clusters Score -1206626 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 6853 members 
Entering Unmasked Estep 
Score: -1206782.250000 Penalty: 4602.119141
	Iteration 9Q: 3 clusters Score -1206782 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -1206979.125000 Penalty: 4602.119141
	Iteration 10Q: 3 clusters Score -1206979 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 7558 members 
Entering Unmasked Estep 
Score: -1207181.875000 Penalty: 4602.119141
	Iteration 11Q: 3 clusters Score -1207182 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -1207424.375000 Penalty: 4602.119141
	Iteration 12Q: 3 clusters Score -1207424 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -1207706.500000 Penalty: 4602.119141
	Iteration 13Q: 3 clusters Score -1207706 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 8805 members 
Entering Unmasked Estep 
Score: -1208015.000000 Penalty: 4602.119141
	Iteration 14Q: 3 clusters Score -1208015 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -1208309.125000 Penalty: 4602.119141
	Iteration 15Q: 3 clusters Score -1208309 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 9501 members 
Entering Unmasked Estep 
Score: -1208565.875000 Penalty: 4602.119141
	Iteration 16Q: 3 clusters Score -1208566 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 9766 members 
Entering Unmasked Estep 
Score: -1208791.375000 Penalty: 4602.119141
	Iteration 17Q: 3 clusters Score -1208791 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -1208953.375000 Penalty: 4602.119141
	Iteration 18Q: 3 clusters Score -1208953 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -1209049.875000 Penalty: 4602.119141
	Iteration 19Q: 3 clusters Score -1209050 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 10160 members 
Entering Unmasked Estep 
Score: -1209131.000000 Penalty: 4602.119141
	Iteration 20F: 3 clusters Score -1209131 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -1209182.375000 Penalty: 4602.119141
	Iteration 21Q: 3 clusters Score -1209182 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -1209215.250000 Penalty: 4602.119141
	Iteration 22Q: 3 clusters Score -1209215 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -1209245.375000 Penalty: 4602.119141
	Iteration 23Q: 3 clusters Score -1209245 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -1209262.875000 Penalty: 4602.119141
	Iteration 24Q: 3 clusters Score -1209263 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -1209275.125000 Penalty: 4602.119141
	Iteration 25Q: 3 clusters Score -1209275 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -1209283.125000 Penalty: 4602.119141
	Iteration 26Q: 3 clusters Score -1209283 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10322 members 
Entering Unmasked Estep 
Score: -1209290.875000 Penalty: 4602.119141
	Iteration 27Q: 3 clusters Score -1209291 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -1209302.250000 Penalty: 4602.119141
	Iteration 28Q: 3 clusters Score -1209302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -1209311.375000 Penalty: 4602.119141
	Iteration 29Q: 3 clusters Score -1209311 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -1209319.125000 Penalty: 4602.119141
	Iteration 30Q: 3 clusters Score -1209319 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -1209330.125000 Penalty: 4602.119141
	Iteration 31Q: 3 clusters Score -1209330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -1209333.875000 Penalty: 4602.119141
	Iteration 32Q: 3 clusters Score -1209334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10363 members 
Entering Unmasked Estep 
Score: -1209339.250000 Penalty: 4602.119141
	Iteration 33Q: 3 clusters Score -1209339 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -1209344.000000 Penalty: 4602.119141
	Iteration 34Q: 3 clusters Score -1209344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10373 members 
Entering Unmasked Estep 
Score: -1209347.250000 Penalty: 4602.119141
	Iteration 35Q: 3 clusters Score -1209347 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -1209349.625000 Penalty: 4602.119141
	Iteration 36Q: 3 clusters Score -1209350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 10377 members 
Entering Unmasked Estep 
Score: -1209349.875000 Penalty: 4602.119141
	Iteration 37Q: 3 clusters Score -1209350 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1209351.500000 Penalty: 4602.119141
	Iteration 38Q: 3 clusters Score -1209352 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -1209351.500000 Penalty: 4602.119141
	Iteration 39F: 3 clusters Score -1209352 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (167051 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167051 members 
Entering Unmasked Estep 
Score: -19635676.000000 Penalty: 2982.461426
	Iteration 0F: 2 clusters Score -1.963568e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83699 members 
Mstep: Class 2 contains 83352 members 
Entering Unmasked Estep 
Score: -19525952.000000 Penalty: 5964.922852
	Iteration 0F: 3 clusters Score -1.952595e+07 nChanged 80039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86308 members 
Mstep: Class 2 contains 80743 members 
Entering Unmasked Estep 
Score: -19572796.000000 Penalty: 5964.922852
	Iteration 1F: 3 clusters Score -1.95728e+07 nChanged 4533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87897 members 
Mstep: Class 2 contains 79154 members 
Entering Unmasked Estep 
Score: -19573718.000000 Penalty: 5964.922852
	Iteration 2Q: 3 clusters Score -1.957372e+07 nChanged 4751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90430 members 
Mstep: Class 2 contains 76621 members 
Entering Unmasked Estep 
Score: -19574854.000000 Penalty: 5964.922852
	Iteration 3Q: 3 clusters Score -1.957485e+07 nChanged 5331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94255 members 
Mstep: Class 2 contains 72796 members 
Entering Unmasked Estep 
Score: -19576448.000000 Penalty: 5964.922852
	Iteration 4Q: 3 clusters Score -1.957645e+07 nChanged 6783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 66927 members 
Entering Unmasked Estep 
Score: -19579126.000000 Penalty: 5964.922852
	Iteration 5Q: 3 clusters Score -1.957913e+07 nChanged 8932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108618 members 
Mstep: Class 2 contains 58433 members 
Entering Unmasked Estep 
Score: -19583884.000000 Penalty: 5964.922852
	Iteration 6F: 3 clusters Score -1.958388e+07 nChanged 11754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120242 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -19592330.000000 Penalty: 5964.922852
	Iteration 7F: 3 clusters Score -1.959233e+07 nChanged 14033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134257 members 
Mstep: Class 2 contains 32794 members 
Entering Unmasked Estep 
Score: -19604342.000000 Penalty: 5964.922852
	Iteration 8F: 3 clusters Score -1.960434e+07 nChanged 13658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147905 members 
Mstep: Class 2 contains 19146 members 
Entering Unmasked Estep 
Score: -19617464.000000 Penalty: 5964.922852
	Iteration 9F: 3 clusters Score -1.961746e+07 nChanged 9975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157876 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -19626448.000000 Penalty: 5964.922852
	Iteration 10F: 3 clusters Score -1.962645e+07 nChanged 5244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163120 members 
Mstep: Class 2 contains 3931 members 
Entering Unmasked Estep 
Score: -19630558.000000 Penalty: 5964.922852
	Iteration 11Q: 3 clusters Score -1.963056e+07 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165314 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -19632026.000000 Penalty: 5964.922852
	Iteration 12Q: 3 clusters Score -1.963203e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166130 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -19632606.000000 Penalty: 5964.922852
	Iteration 13Q: 3 clusters Score -1.963261e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166421 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -19632876.000000 Penalty: 5964.922852
	Iteration 14Q: 3 clusters Score -1.963288e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166539 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -19632956.000000 Penalty: 5964.922852
	Iteration 15Q: 3 clusters Score -1.963296e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166594 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -19633020.000000 Penalty: 5964.922852
	Iteration 16Q: 3 clusters Score -1.963302e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166622 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -19633082.000000 Penalty: 5964.922852
	Iteration 17Q: 3 clusters Score -1.963308e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166641 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -19633110.000000 Penalty: 5964.922852
	Iteration 18Q: 3 clusters Score -1.963311e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166644 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -19633116.000000 Penalty: 5964.922852
	Iteration 19Q: 3 clusters Score -1.963312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166648 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -19633132.000000 Penalty: 5964.922852
	Iteration 20F: 3 clusters Score -1.963313e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166659 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -19633160.000000 Penalty: 5964.922852
	Iteration 21Q: 3 clusters Score -1.963316e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166668 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -19633156.000000 Penalty: 5964.922852
	Iteration 22Q: 3 clusters Score -1.963316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166674 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -19633160.000000 Penalty: 5964.922852
	Iteration 23Q: 3 clusters Score -1.963316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166675 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -19633162.000000 Penalty: 5964.922852
	Iteration 24Q: 3 clusters Score -1.963316e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166679 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -19633168.000000 Penalty: 5964.922852
	Iteration 25Q: 3 clusters Score -1.963317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166680 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -19633174.000000 Penalty: 5964.922852
	Iteration 26Q: 3 clusters Score -1.963317e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -19633170.000000 Penalty: 5964.922852
	Iteration 27Q: 3 clusters Score -1.963317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -19633168.000000 Penalty: 5964.922852
	Iteration 28Q: 3 clusters Score -1.963317e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -19633172.000000 Penalty: 5964.922852
	Iteration 29Q: 3 clusters Score -1.963317e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166682 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -19633180.000000 Penalty: 5964.922852
	Iteration 30Q: 3 clusters Score -1.963318e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166683 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -19633186.000000 Penalty: 5964.922852
	Iteration 31Q: 3 clusters Score -1.963319e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166684 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -19633178.000000 Penalty: 5964.922852
	Iteration 32Q: 3 clusters Score -1.963318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166686 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -19633190.000000 Penalty: 5964.922852
	Iteration 33Q: 3 clusters Score -1.963319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166689 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -19633192.000000 Penalty: 5964.922852
	Iteration 34Q: 3 clusters Score -1.963319e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19633176.000000 Penalty: 5964.922852
	Iteration 35Q: 3 clusters Score -1.963318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19633176.000000 Penalty: 5964.922852
	Iteration 36Q: 3 clusters Score -1.963318e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19633174.000000 Penalty: 5964.922852
	Iteration 37Q: 3 clusters Score -1.963317e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166690 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -19633174.000000 Penalty: 5964.922852
	Iteration 38F: 3 clusters Score -1.963317e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (2333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Entering Unmasked Estep 
Score: -247140.765625 Penalty: 1923.217773
	Iteration 0F: 2 clusters Score -247140.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -244330.875000 Penalty: 3846.435547
	Iteration 0F: 3 clusters Score -244330.9 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -244968.234375 Penalty: 3846.435547
	Iteration 1F: 3 clusters Score -244968.2 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -245256.406250 Penalty: 3846.435547
	Iteration 2F: 3 clusters Score -245256.4 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -245556.468750 Penalty: 3846.435547
	Iteration 3F: 3 clusters Score -245556.5 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -246051.140625 Penalty: 3846.435547
	Iteration 4F: 3 clusters Score -246051.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -246415.078125 Penalty: 3846.435547
	Iteration 5F: 3 clusters Score -246415.1 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -246679.953125 Penalty: 3846.435547
	Iteration 6F: 3 clusters Score -246680 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -246804.031250 Penalty: 3846.435547
	Iteration 7Q: 3 clusters Score -246804 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -246847.125000 Penalty: 3846.435547
	Iteration 8Q: 3 clusters Score -246847.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -246869.796875 Penalty: 3846.435547
	Iteration 9Q: 3 clusters Score -246869.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -246888.640625 Penalty: 3846.435547
	Iteration 10Q: 3 clusters Score -246888.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -246914.218750 Penalty: 3846.435547
	Iteration 11Q: 3 clusters Score -246914.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -246930.171875 Penalty: 3846.435547
	Iteration 12Q: 3 clusters Score -246930.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -246949.312500 Penalty: 3846.435547
	Iteration 13Q: 3 clusters Score -246949.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -246975.578125 Penalty: 3846.435547
	Iteration 14Q: 3 clusters Score -246975.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -246992.812500 Penalty: 3846.435547
	Iteration 15Q: 3 clusters Score -246992.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -247004.125000 Penalty: 3846.435547
	Iteration 16Q: 3 clusters Score -247004.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -247010.031250 Penalty: 3846.435547
	Iteration 17Q: 3 clusters Score -247010 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -247014.203125 Penalty: 3846.435547
	Iteration 18Q: 3 clusters Score -247014.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -247017.578125 Penalty: 3846.435547
	Iteration 19Q: 3 clusters Score -247017.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -247024.578125 Penalty: 3846.435547
	Iteration 20F: 3 clusters Score -247024.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -247033.828125 Penalty: 3846.435547
	Iteration 21Q: 3 clusters Score -247033.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -247039.968750 Penalty: 3846.435547
	Iteration 22Q: 3 clusters Score -247040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -247042.093750 Penalty: 3846.435547
	Iteration 23Q: 3 clusters Score -247042.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -247042.093750 Penalty: 3846.435547
	Iteration 24F: 3 clusters Score -247042.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (256055 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256055 members 
Entering Unmasked Estep 
Score: -30196710.000000 Penalty: 3088.380615
	Iteration 0F: 2 clusters Score -3.019671e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127896 members 
Mstep: Class 2 contains 128159 members 
Entering Unmasked Estep 
Score: -30043936.000000 Penalty: 6176.761230
	Iteration 0F: 3 clusters Score -3.004394e+07 nChanged 123313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126707 members 
Mstep: Class 2 contains 129348 members 
Entering Unmasked Estep 
Score: -30115968.000000 Penalty: 6176.761230
	Iteration 1F: 3 clusters Score -3.011597e+07 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125581 members 
Mstep: Class 2 contains 130474 members 
Entering Unmasked Estep 
Score: -30117322.000000 Penalty: 6176.761230
	Iteration 2Q: 3 clusters Score -3.011732e+07 nChanged 7642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123575 members 
Mstep: Class 2 contains 132480 members 
Entering Unmasked Estep 
Score: -30119012.000000 Penalty: 6176.761230
	Iteration 3Q: 3 clusters Score -3.011901e+07 nChanged 8822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120291 members 
Mstep: Class 2 contains 135764 members 
Entering Unmasked Estep 
Score: -30121764.000000 Penalty: 6176.761230
	Iteration 4Q: 3 clusters Score -3.012176e+07 nChanged 11176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114911 members 
Mstep: Class 2 contains 141144 members 
Entering Unmasked Estep 
Score: -30126470.000000 Penalty: 6176.761230
	Iteration 5Q: 3 clusters Score -3.012647e+07 nChanged 14413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106912 members 
Mstep: Class 2 contains 149143 members 
Entering Unmasked Estep 
Score: -30134892.000000 Penalty: 6176.761230
	Iteration 6F: 3 clusters Score -3.013489e+07 nChanged 18041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96141 members 
Mstep: Class 2 contains 159914 members 
Entering Unmasked Estep 
Score: -30148124.000000 Penalty: 6176.761230
	Iteration 7F: 3 clusters Score -3.014812e+07 nChanged 19426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83055 members 
Mstep: Class 2 contains 173000 members 
Entering Unmasked Estep 
Score: -30164426.000000 Penalty: 6176.761230
	Iteration 8F: 3 clusters Score -3.016443e+07 nChanged 17349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70362 members 
Mstep: Class 2 contains 185693 members 
Entering Unmasked Estep 
Score: -30176512.000000 Penalty: 6176.761230
	Iteration 9F: 3 clusters Score -3.017651e+07 nChanged 13621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58869 members 
Mstep: Class 2 contains 197186 members 
Entering Unmasked Estep 
Score: -30181752.000000 Penalty: 6176.761230
	Iteration 10F: 3 clusters Score -3.018175e+07 nChanged 11032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 207782 members 
Entering Unmasked Estep 
Score: -30184134.000000 Penalty: 6176.761230
	Iteration 11Q: 3 clusters Score -3.018413e+07 nChanged 9755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38576 members 
Mstep: Class 2 contains 217479 members 
Entering Unmasked Estep 
Score: -30185994.000000 Penalty: 6176.761230
	Iteration 12Q: 3 clusters Score -3.018599e+07 nChanged 8495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 225960 members 
Entering Unmasked Estep 
Score: -30188088.000000 Penalty: 6176.761230
	Iteration 13Q: 3 clusters Score -3.018809e+07 nChanged 6793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23308 members 
Mstep: Class 2 contains 232747 members 
Entering Unmasked Estep 
Score: -30189646.000000 Penalty: 6176.761230
	Iteration 14Q: 3 clusters Score -3.018965e+07 nChanged 5173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 237916 members 
Entering Unmasked Estep 
Score: -30190508.000000 Penalty: 6176.761230
	Iteration 15Q: 3 clusters Score -3.019051e+07 nChanged 4082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14059 members 
Mstep: Class 2 contains 241996 members 
Entering Unmasked Estep 
Score: -30191264.000000 Penalty: 6176.761230
	Iteration 16Q: 3 clusters Score -3.019126e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11051 members 
Mstep: Class 2 contains 245004 members 
Entering Unmasked Estep 
Score: -30191926.000000 Penalty: 6176.761230
	Iteration 17Q: 3 clusters Score -3.019193e+07 nChanged 2362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8693 members 
Mstep: Class 2 contains 247362 members 
Entering Unmasked Estep 
Score: -30192442.000000 Penalty: 6176.761230
	Iteration 18Q: 3 clusters Score -3.019244e+07 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 249210 members 
Entering Unmasked Estep 
Score: -30192810.000000 Penalty: 6176.761230
	Iteration 19Q: 3 clusters Score -3.019281e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 250665 members 
Entering Unmasked Estep 
Score: -30193174.000000 Penalty: 6176.761230
	Iteration 20F: 3 clusters Score -3.019317e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 251783 members 
Entering Unmasked Estep 
Score: -30193328.000000 Penalty: 6176.761230
	Iteration 21Q: 3 clusters Score -3.019333e+07 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 252677 members 
Entering Unmasked Estep 
Score: -30193472.000000 Penalty: 6176.761230
	Iteration 22Q: 3 clusters Score -3.019347e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 253372 members 
Entering Unmasked Estep 
Score: -30193620.000000 Penalty: 6176.761230
	Iteration 23Q: 3 clusters Score -3.019362e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 253907 members 
Entering Unmasked Estep 
Score: -30193678.000000 Penalty: 6176.761230
	Iteration 24Q: 3 clusters Score -3.019368e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 254307 members 
Entering Unmasked Estep 
Score: -30193852.000000 Penalty: 6176.761230
	Iteration 25Q: 3 clusters Score -3.019385e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 254589 members 
Entering Unmasked Estep 
Score: -30194002.000000 Penalty: 6176.761230
	Iteration 26Q: 3 clusters Score -3.0194e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 254793 members 
Entering Unmasked Estep 
Score: -30194002.000000 Penalty: 6176.761230
	Iteration 27Q: 3 clusters Score -3.0194e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 254954 members 
Entering Unmasked Estep 
Score: -30194014.000000 Penalty: 6176.761230
	Iteration 28Q: 3 clusters Score -3.019401e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 255073 members 
Entering Unmasked Estep 
Score: -30194086.000000 Penalty: 6176.761230
	Iteration 29Q: 3 clusters Score -3.019409e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 255151 members 
Entering Unmasked Estep 
Score: -30194100.000000 Penalty: 6176.761230
	Iteration 30Q: 3 clusters Score -3.01941e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 255222 members 
Entering Unmasked Estep 
Score: -30194112.000000 Penalty: 6176.761230
	Iteration 31Q: 3 clusters Score -3.019411e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 255284 members 
Entering Unmasked Estep 
Score: -30194082.000000 Penalty: 6176.761230
	Iteration 32Q: 3 clusters Score -3.019408e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 255327 members 
Entering Unmasked Estep 
Score: -30194078.000000 Penalty: 6176.761230
	Iteration 33Q: 3 clusters Score -3.019408e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 255350 members 
Entering Unmasked Estep 
Score: -30194096.000000 Penalty: 6176.761230
	Iteration 34Q: 3 clusters Score -3.01941e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 255378 members 
Entering Unmasked Estep 
Score: -30194104.000000 Penalty: 6176.761230
	Iteration 35Q: 3 clusters Score -3.01941e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 255394 members 
Entering Unmasked Estep 
Score: -30194130.000000 Penalty: 6176.761230
	Iteration 36Q: 3 clusters Score -3.019413e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 255412 members 
Entering Unmasked Estep 
Score: -30194120.000000 Penalty: 6176.761230
	Iteration 37Q: 3 clusters Score -3.019412e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 255427 members 
Entering Unmasked Estep 
Score: -30194128.000000 Penalty: 6176.761230
	Iteration 38Q: 3 clusters Score -3.019413e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 255438 members 
Entering Unmasked Estep 
Score: -30194132.000000 Penalty: 6176.761230
	Iteration 39Q: 3 clusters Score -3.019413e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 255450 members 
Entering Unmasked Estep 
Score: -30194154.000000 Penalty: 6176.761230
	Iteration 40F: 3 clusters Score -3.019415e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 255471 members 
Entering Unmasked Estep 
Score: -30194144.000000 Penalty: 6176.761230
	Iteration 41Q: 3 clusters Score -3.019414e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 255485 members 
Entering Unmasked Estep 
Score: -30194154.000000 Penalty: 6176.761230
	Iteration 42Q: 3 clusters Score -3.019415e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 255495 members 
Entering Unmasked Estep 
Score: -30194164.000000 Penalty: 6176.761230
	Iteration 43Q: 3 clusters Score -3.019416e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 255500 members 
Entering Unmasked Estep 
Score: -30194166.000000 Penalty: 6176.761230
	Iteration 44Q: 3 clusters Score -3.019417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 255503 members 
Entering Unmasked Estep 
Score: -30194174.000000 Penalty: 6176.761230
	Iteration 45Q: 3 clusters Score -3.019417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 255508 members 
Entering Unmasked Estep 
Score: -30194178.000000 Penalty: 6176.761230
	Iteration 46Q: 3 clusters Score -3.019418e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 255510 members 
Entering Unmasked Estep 
Score: -30194174.000000 Penalty: 6176.761230
	Iteration 47Q: 3 clusters Score -3.019417e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 255513 members 
Entering Unmasked Estep 
Score: -30194196.000000 Penalty: 6176.761230
	Iteration 48Q: 3 clusters Score -3.01942e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 255518 members 
Entering Unmasked Estep 
Score: -30194186.000000 Penalty: 6176.761230
	Iteration 49Q: 3 clusters Score -3.019419e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 255522 members 
Entering Unmasked Estep 
Score: -30194198.000000 Penalty: 6176.761230
	Iteration 50Q: 3 clusters Score -3.01942e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 255526 members 
Entering Unmasked Estep 
Score: -30194204.000000 Penalty: 6176.761230
	Iteration 51Q: 3 clusters Score -3.01942e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 255532 members 
Entering Unmasked Estep 
Score: -30194190.000000 Penalty: 6176.761230
	Iteration 52Q: 3 clusters Score -3.019419e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 255539 members 
Entering Unmasked Estep 
Score: -30194206.000000 Penalty: 6176.761230
	Iteration 53Q: 3 clusters Score -3.019421e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 255544 members 
Entering Unmasked Estep 
Score: -30194222.000000 Penalty: 6176.761230
	Iteration 54Q: 3 clusters Score -3.019422e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 255548 members 
Entering Unmasked Estep 
Score: -30194236.000000 Penalty: 6176.761230
	Iteration 55Q: 3 clusters Score -3.019424e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 255550 members 
Entering Unmasked Estep 
Score: -30194222.000000 Penalty: 6176.761230
	Iteration 56Q: 3 clusters Score -3.019422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 255552 members 
Entering Unmasked Estep 
Score: -30194224.000000 Penalty: 6176.761230
	Iteration 57Q: 3 clusters Score -3.019422e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 255554 members 
Entering Unmasked Estep 
Score: -30194202.000000 Penalty: 6176.761230
	Iteration 58Q: 3 clusters Score -3.01942e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 255554 members 
Entering Unmasked Estep 
Score: -30194208.000000 Penalty: 6176.761230
	Iteration 59Q: 3 clusters Score -3.019421e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 255556 members 
Entering Unmasked Estep 
Score: -30194228.000000 Penalty: 6176.761230
	Iteration 60F: 3 clusters Score -3.019423e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 255557 members 
Entering Unmasked Estep 
Score: -30194224.000000 Penalty: 6176.761230
	Iteration 61Q: 3 clusters Score -3.019422e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 255558 members 
Entering Unmasked Estep 
Score: -30194210.000000 Penalty: 6176.761230
	Iteration 62Q: 3 clusters Score -3.019421e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 255558 members 
Entering Unmasked Estep 
Score: -30194210.000000 Penalty: 6176.761230
	Iteration 63F: 3 clusters Score -3.019421e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (27430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Entering Unmasked Estep 
Score: -3279149.250000 Penalty: 2534.409424
	Iteration 0F: 2 clusters Score -3279149 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13714 members 
Mstep: Class 2 contains 13716 members 
Entering Unmasked Estep 
Score: -3260148.500000 Penalty: 5068.818848
	Iteration 0F: 3 clusters Score -3260148 nChanged 12401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13845 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -3266824.250000 Penalty: 5068.818848
	Iteration 1F: 3 clusters Score -3266824 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13901 members 
Mstep: Class 2 contains 13529 members 
Entering Unmasked Estep 
Score: -3267257.000000 Penalty: 5068.818848
	Iteration 2Q: 3 clusters Score -3267257 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13951 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3267610.500000 Penalty: 5068.818848
	Iteration 3Q: 3 clusters Score -3267610 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3267954.750000 Penalty: 5068.818848
	Iteration 4Q: 3 clusters Score -3267955 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14133 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -3268316.500000 Penalty: 5068.818848
	Iteration 5Q: 3 clusters Score -3268316 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -3268793.500000 Penalty: 5068.818848
	Iteration 6Q: 3 clusters Score -3268794 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14517 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -3269383.750000 Penalty: 5068.818848
	Iteration 7Q: 3 clusters Score -3269384 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -3270074.750000 Penalty: 5068.818848
	Iteration 8Q: 3 clusters Score -3270075 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 12044 members 
Entering Unmasked Estep 
Score: -3270883.750000 Penalty: 5068.818848
	Iteration 9F: 3 clusters Score -3270884 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16002 members 
Mstep: Class 2 contains 11428 members 
Entering Unmasked Estep 
Score: -3271815.750000 Penalty: 5068.818848
	Iteration 10F: 3 clusters Score -3271816 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -3272822.000000 Penalty: 5068.818848
	Iteration 11F: 3 clusters Score -3272822 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 10169 members 
Entering Unmasked Estep 
Score: -3273693.500000 Penalty: 5068.818848
	Iteration 12Q: 3 clusters Score -3273694 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -3274265.000000 Penalty: 5068.818848
	Iteration 13Q: 3 clusters Score -3274265 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18167 members 
Mstep: Class 2 contains 9263 members 
Entering Unmasked Estep 
Score: -3274628.250000 Penalty: 5068.818848
	Iteration 14Q: 3 clusters Score -3274628 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 8912 members 
Entering Unmasked Estep 
Score: -3274850.500000 Penalty: 5068.818848
	Iteration 15Q: 3 clusters Score -3274850 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 8579 members 
Entering Unmasked Estep 
Score: -3275048.750000 Penalty: 5068.818848
	Iteration 16Q: 3 clusters Score -3275049 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 8226 members 
Entering Unmasked Estep 
Score: -3275192.750000 Penalty: 5068.818848
	Iteration 17Q: 3 clusters Score -3275193 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -3275340.250000 Penalty: 5068.818848
	Iteration 18Q: 3 clusters Score -3275340 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19799 members 
Mstep: Class 2 contains 7631 members 
Entering Unmasked Estep 
Score: -3275450.750000 Penalty: 5068.818848
	Iteration 19Q: 3 clusters Score -3275451 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20079 members 
Mstep: Class 2 contains 7351 members 
Entering Unmasked Estep 
Score: -3275557.750000 Penalty: 5068.818848
	Iteration 20F: 3 clusters Score -3275558 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20379 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -3275674.500000 Penalty: 5068.818848
	Iteration 21Q: 3 clusters Score -3275674 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 6755 members 
Entering Unmasked Estep 
Score: -3275784.500000 Penalty: 5068.818848
	Iteration 22Q: 3 clusters Score -3275784 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 6476 members 
Entering Unmasked Estep 
Score: -3275872.750000 Penalty: 5068.818848
	Iteration 23Q: 3 clusters Score -3275873 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21246 members 
Mstep: Class 2 contains 6184 members 
Entering Unmasked Estep 
Score: -3275968.000000 Penalty: 5068.818848
	Iteration 24Q: 3 clusters Score -3275968 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -3276074.500000 Penalty: 5068.818848
	Iteration 25Q: 3 clusters Score -3276074 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -3276165.250000 Penalty: 5068.818848
	Iteration 26Q: 3 clusters Score -3276165 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -3276268.000000 Penalty: 5068.818848
	Iteration 27Q: 3 clusters Score -3276268 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22364 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -3276360.500000 Penalty: 5068.818848
	Iteration 28Q: 3 clusters Score -3276360 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22643 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3276478.250000 Penalty: 5068.818848
	Iteration 29Q: 3 clusters Score -3276478 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22897 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -3276571.000000 Penalty: 5068.818848
	Iteration 30Q: 3 clusters Score -3276571 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -3276657.000000 Penalty: 5068.818848
	Iteration 31Q: 3 clusters Score -3276657 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -3276742.000000 Penalty: 5068.818848
	Iteration 32Q: 3 clusters Score -3276742 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -3276845.500000 Penalty: 5068.818848
	Iteration 33Q: 3 clusters Score -3276846 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -3276921.750000 Penalty: 5068.818848
	Iteration 34Q: 3 clusters Score -3276922 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23993 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -3276996.000000 Penalty: 5068.818848
	Iteration 35Q: 3 clusters Score -3276996 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24183 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -3277076.250000 Penalty: 5068.818848
	Iteration 36Q: 3 clusters Score -3277076 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24368 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -3277178.000000 Penalty: 5068.818848
	Iteration 37Q: 3 clusters Score -3277178 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -3277213.500000 Penalty: 5068.818848
	Iteration 38Q: 3 clusters Score -3277214 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24626 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3277267.000000 Penalty: 5068.818848
	Iteration 39Q: 3 clusters Score -3277267 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 2711 members 
Entering Unmasked Estep 
Score: -3277298.750000 Penalty: 5068.818848
	Iteration 40F: 3 clusters Score -3277299 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24803 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -3277325.500000 Penalty: 5068.818848
	Iteration 41Q: 3 clusters Score -3277326 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -3277351.750000 Penalty: 5068.818848
	Iteration 42Q: 3 clusters Score -3277352 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24940 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3277368.750000 Penalty: 5068.818848
	Iteration 43Q: 3 clusters Score -3277369 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25013 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -3277385.000000 Penalty: 5068.818848
	Iteration 44Q: 3 clusters Score -3277385 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -3277401.000000 Penalty: 5068.818848
	Iteration 45Q: 3 clusters Score -3277401 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -3277416.750000 Penalty: 5068.818848
	Iteration 46Q: 3 clusters Score -3277417 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -3277432.000000 Penalty: 5068.818848
	Iteration 47Q: 3 clusters Score -3277432 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -3277442.250000 Penalty: 5068.818848
	Iteration 48Q: 3 clusters Score -3277442 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3277445.750000 Penalty: 5068.818848
	Iteration 49Q: 3 clusters Score -3277446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25253 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -3277448.250000 Penalty: 5068.818848
	Iteration 50Q: 3 clusters Score -3277448 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -3277456.250000 Penalty: 5068.818848
	Iteration 51Q: 3 clusters Score -3277456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -3277462.250000 Penalty: 5068.818848
	Iteration 52Q: 3 clusters Score -3277462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -3277458.250000 Penalty: 5068.818848
	Iteration 53Q: 3 clusters Score -3277458 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -3277465.250000 Penalty: 5068.818848
	Iteration 54Q: 3 clusters Score -3277465 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -3277466.000000 Penalty: 5068.818848
	Iteration 55Q: 3 clusters Score -3277466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -3277468.000000 Penalty: 5068.818848
	Iteration 56Q: 3 clusters Score -3277468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3277462.500000 Penalty: 5068.818848
	Iteration 57Q: 3 clusters Score -3277462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3277461.750000 Penalty: 5068.818848
	Iteration 58Q: 3 clusters Score -3277462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -3277458.500000 Penalty: 5068.818848
	Iteration 59Q: 3 clusters Score -3277458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3277455.750000 Penalty: 5068.818848
	Iteration 60F: 3 clusters Score -3277456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3277462.750000 Penalty: 5068.818848
	Iteration 61Q: 3 clusters Score -3277463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -3277462.750000 Penalty: 5068.818848
	Iteration 62F: 3 clusters Score -3277463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (215303 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215303 members 
Entering Unmasked Estep 
Score: -25375128.000000 Penalty: 3045.390625
	Iteration 0F: 2 clusters Score -2.537513e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107674 members 
Mstep: Class 2 contains 107629 members 
Entering Unmasked Estep 
Score: -25236200.000000 Penalty: 6090.781250
	Iteration 0F: 3 clusters Score -2.52362e+07 nChanged 103824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107372 members 
Mstep: Class 2 contains 107931 members 
Entering Unmasked Estep 
Score: -25297522.000000 Penalty: 6090.781250
	Iteration 1F: 3 clusters Score -2.529752e+07 nChanged 6373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107553 members 
Mstep: Class 2 contains 107750 members 
Entering Unmasked Estep 
Score: -25299136.000000 Penalty: 6090.781250
	Iteration 2Q: 3 clusters Score -2.529914e+07 nChanged 7009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107804 members 
Mstep: Class 2 contains 107499 members 
Entering Unmasked Estep 
Score: -25301136.000000 Penalty: 6090.781250
	Iteration 3Q: 3 clusters Score -2.530114e+07 nChanged 7903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108111 members 
Mstep: Class 2 contains 107192 members 
Entering Unmasked Estep 
Score: -25304040.000000 Penalty: 6090.781250
	Iteration 4Q: 3 clusters Score -2.530404e+07 nChanged 8960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108219 members 
Mstep: Class 2 contains 107084 members 
Entering Unmasked Estep 
Score: -25307564.000000 Penalty: 6090.781250
	Iteration 5Q: 3 clusters Score -2.530756e+07 nChanged 10162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108117 members 
Mstep: Class 2 contains 107186 members 
Entering Unmasked Estep 
Score: -25312282.000000 Penalty: 6090.781250
	Iteration 6Q: 3 clusters Score -2.531228e+07 nChanged 11459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107282 members 
Mstep: Class 2 contains 108021 members 
Entering Unmasked Estep 
Score: -25318506.000000 Penalty: 6090.781250
	Iteration 7F: 3 clusters Score -2.531851e+07 nChanged 12839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106043 members 
Mstep: Class 2 contains 109260 members 
Entering Unmasked Estep 
Score: -25327224.000000 Penalty: 6090.781250
	Iteration 8F: 3 clusters Score -2.532722e+07 nChanged 13431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104412 members 
Mstep: Class 2 contains 110891 members 
Entering Unmasked Estep 
Score: -25337176.000000 Penalty: 6090.781250
	Iteration 9F: 3 clusters Score -2.533718e+07 nChanged 12621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102837 members 
Mstep: Class 2 contains 112466 members 
Entering Unmasked Estep 
Score: -25345532.000000 Penalty: 6090.781250
	Iteration 10F: 3 clusters Score -2.534553e+07 nChanged 9866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101445 members 
Mstep: Class 2 contains 113858 members 
Entering Unmasked Estep 
Score: -25350142.000000 Penalty: 6090.781250
	Iteration 11Q: 3 clusters Score -2.535014e+07 nChanged 6466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100469 members 
Mstep: Class 2 contains 114834 members 
Entering Unmasked Estep 
Score: -25352026.000000 Penalty: 6090.781250
	Iteration 12Q: 3 clusters Score -2.535203e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99689 members 
Mstep: Class 2 contains 115614 members 
Entering Unmasked Estep 
Score: -25352980.000000 Penalty: 6090.781250
	Iteration 13Q: 3 clusters Score -2.535298e+07 nChanged 3125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99096 members 
Mstep: Class 2 contains 116207 members 
Entering Unmasked Estep 
Score: -25353620.000000 Penalty: 6090.781250
	Iteration 14Q: 3 clusters Score -2.535362e+07 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98638 members 
Mstep: Class 2 contains 116665 members 
Entering Unmasked Estep 
Score: -25354268.000000 Penalty: 6090.781250
	Iteration 15Q: 3 clusters Score -2.535427e+07 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98425 members 
Mstep: Class 2 contains 116878 members 
Entering Unmasked Estep 
Score: -25354584.000000 Penalty: 6090.781250
	Iteration 16Q: 3 clusters Score -2.535458e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98359 members 
Mstep: Class 2 contains 116944 members 
Entering Unmasked Estep 
Score: -25354972.000000 Penalty: 6090.781250
	Iteration 17Q: 3 clusters Score -2.535497e+07 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98445 members 
Mstep: Class 2 contains 116858 members 
Entering Unmasked Estep 
Score: -25355270.000000 Penalty: 6090.781250
	Iteration 18Q: 3 clusters Score -2.535527e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98644 members 
Mstep: Class 2 contains 116659 members 
Entering Unmasked Estep 
Score: -25355654.000000 Penalty: 6090.781250
	Iteration 19Q: 3 clusters Score -2.535565e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98998 members 
Mstep: Class 2 contains 116305 members 
Entering Unmasked Estep 
Score: -25355874.000000 Penalty: 6090.781250
	Iteration 20F: 3 clusters Score -2.535587e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99489 members 
Mstep: Class 2 contains 115814 members 
Entering Unmasked Estep 
Score: -25356068.000000 Penalty: 6090.781250
	Iteration 21Q: 3 clusters Score -2.535607e+07 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100124 members 
Mstep: Class 2 contains 115179 members 
Entering Unmasked Estep 
Score: -25356242.000000 Penalty: 6090.781250
	Iteration 22Q: 3 clusters Score -2.535624e+07 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100845 members 
Mstep: Class 2 contains 114458 members 
Entering Unmasked Estep 
Score: -25356558.000000 Penalty: 6090.781250
	Iteration 23Q: 3 clusters Score -2.535656e+07 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101660 members 
Mstep: Class 2 contains 113643 members 
Entering Unmasked Estep 
Score: -25356780.000000 Penalty: 6090.781250
	Iteration 24Q: 3 clusters Score -2.535678e+07 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102666 members 
Mstep: Class 2 contains 112637 members 
Entering Unmasked Estep 
Score: -25356904.000000 Penalty: 6090.781250
	Iteration 25Q: 3 clusters Score -2.53569e+07 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103746 members 
Mstep: Class 2 contains 111557 members 
Entering Unmasked Estep 
Score: -25357140.000000 Penalty: 6090.781250
	Iteration 26Q: 3 clusters Score -2.535714e+07 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104943 members 
Mstep: Class 2 contains 110360 members 
Entering Unmasked Estep 
Score: -25357480.000000 Penalty: 6090.781250
	Iteration 27Q: 3 clusters Score -2.535748e+07 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106219 members 
Mstep: Class 2 contains 109084 members 
Entering Unmasked Estep 
Score: -25357656.000000 Penalty: 6090.781250
	Iteration 28Q: 3 clusters Score -2.535766e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107581 members 
Mstep: Class 2 contains 107722 members 
Entering Unmasked Estep 
Score: -25357920.000000 Penalty: 6090.781250
	Iteration 29Q: 3 clusters Score -2.535792e+07 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109025 members 
Mstep: Class 2 contains 106278 members 
Entering Unmasked Estep 
Score: -25358248.000000 Penalty: 6090.781250
	Iteration 30Q: 3 clusters Score -2.535825e+07 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110558 members 
Mstep: Class 2 contains 104745 members 
Entering Unmasked Estep 
Score: -25358478.000000 Penalty: 6090.781250
	Iteration 31Q: 3 clusters Score -2.535848e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112187 members 
Mstep: Class 2 contains 103116 members 
Entering Unmasked Estep 
Score: -25358828.000000 Penalty: 6090.781250
	Iteration 32Q: 3 clusters Score -2.535883e+07 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113871 members 
Mstep: Class 2 contains 101432 members 
Entering Unmasked Estep 
Score: -25359104.000000 Penalty: 6090.781250
	Iteration 33Q: 3 clusters Score -2.53591e+07 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115677 members 
Mstep: Class 2 contains 99626 members 
Entering Unmasked Estep 
Score: -25359424.000000 Penalty: 6090.781250
	Iteration 34Q: 3 clusters Score -2.535942e+07 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117560 members 
Mstep: Class 2 contains 97743 members 
Entering Unmasked Estep 
Score: -25359784.000000 Penalty: 6090.781250
	Iteration 35Q: 3 clusters Score -2.535978e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119499 members 
Mstep: Class 2 contains 95804 members 
Entering Unmasked Estep 
Score: -25360122.000000 Penalty: 6090.781250
	Iteration 36Q: 3 clusters Score -2.536012e+07 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121524 members 
Mstep: Class 2 contains 93779 members 
Entering Unmasked Estep 
Score: -25360528.000000 Penalty: 6090.781250
	Iteration 37Q: 3 clusters Score -2.536053e+07 nChanged 2145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123653 members 
Mstep: Class 2 contains 91650 members 
Entering Unmasked Estep 
Score: -25361042.000000 Penalty: 6090.781250
	Iteration 38Q: 3 clusters Score -2.536104e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125817 members 
Mstep: Class 2 contains 89486 members 
Entering Unmasked Estep 
Score: -25361610.000000 Penalty: 6090.781250
	Iteration 39Q: 3 clusters Score -2.536161e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128009 members 
Mstep: Class 2 contains 87294 members 
Entering Unmasked Estep 
Score: -25362182.000000 Penalty: 6090.781250
	Iteration 40F: 3 clusters Score -2.536218e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130236 members 
Mstep: Class 2 contains 85067 members 
Entering Unmasked Estep 
Score: -25362652.000000 Penalty: 6090.781250
	Iteration 41Q: 3 clusters Score -2.536265e+07 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132542 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -25363192.000000 Penalty: 6090.781250
	Iteration 42Q: 3 clusters Score -2.536319e+07 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134901 members 
Mstep: Class 2 contains 80402 members 
Entering Unmasked Estep 
Score: -25363700.000000 Penalty: 6090.781250
	Iteration 43Q: 3 clusters Score -2.53637e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137220 members 
Mstep: Class 2 contains 78083 members 
Entering Unmasked Estep 
Score: -25364150.000000 Penalty: 6090.781250
	Iteration 44Q: 3 clusters Score -2.536415e+07 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139542 members 
Mstep: Class 2 contains 75761 members 
Entering Unmasked Estep 
Score: -25364754.000000 Penalty: 6090.781250
	Iteration 45Q: 3 clusters Score -2.536475e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141761 members 
Mstep: Class 2 contains 73542 members 
Entering Unmasked Estep 
Score: -25365266.000000 Penalty: 6090.781250
	Iteration 46Q: 3 clusters Score -2.536527e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143924 members 
Mstep: Class 2 contains 71379 members 
Entering Unmasked Estep 
Score: -25365744.000000 Penalty: 6090.781250
	Iteration 47Q: 3 clusters Score -2.536574e+07 nChanged 2126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146046 members 
Mstep: Class 2 contains 69257 members 
Entering Unmasked Estep 
Score: -25366220.000000 Penalty: 6090.781250
	Iteration 48Q: 3 clusters Score -2.536622e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148045 members 
Mstep: Class 2 contains 67258 members 
Entering Unmasked Estep 
Score: -25366440.000000 Penalty: 6090.781250
	Iteration 49Q: 3 clusters Score -2.536644e+07 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149971 members 
Mstep: Class 2 contains 65332 members 
Entering Unmasked Estep 
Score: -25366706.000000 Penalty: 6090.781250
	Iteration 50Q: 3 clusters Score -2.536671e+07 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151843 members 
Mstep: Class 2 contains 63460 members 
Entering Unmasked Estep 
Score: -25367084.000000 Penalty: 6090.781250
	Iteration 51Q: 3 clusters Score -2.536708e+07 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153675 members 
Mstep: Class 2 contains 61628 members 
Entering Unmasked Estep 
Score: -25367612.000000 Penalty: 6090.781250
	Iteration 52Q: 3 clusters Score -2.536761e+07 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155454 members 
Mstep: Class 2 contains 59849 members 
Entering Unmasked Estep 
Score: -25367966.000000 Penalty: 6090.781250
	Iteration 53Q: 3 clusters Score -2.536797e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157158 members 
Mstep: Class 2 contains 58145 members 
Entering Unmasked Estep 
Score: -25368270.000000 Penalty: 6090.781250
	Iteration 54Q: 3 clusters Score -2.536827e+07 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158794 members 
Mstep: Class 2 contains 56509 members 
Entering Unmasked Estep 
Score: -25368576.000000 Penalty: 6090.781250
	Iteration 55Q: 3 clusters Score -2.536858e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160334 members 
Mstep: Class 2 contains 54969 members 
Entering Unmasked Estep 
Score: -25368762.000000 Penalty: 6090.781250
	Iteration 56Q: 3 clusters Score -2.536876e+07 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161768 members 
Mstep: Class 2 contains 53535 members 
Entering Unmasked Estep 
Score: -25368972.000000 Penalty: 6090.781250
	Iteration 57Q: 3 clusters Score -2.536897e+07 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163129 members 
Mstep: Class 2 contains 52174 members 
Entering Unmasked Estep 
Score: -25369188.000000 Penalty: 6090.781250
	Iteration 58Q: 3 clusters Score -2.536919e+07 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164408 members 
Mstep: Class 2 contains 50895 members 
Entering Unmasked Estep 
Score: -25369402.000000 Penalty: 6090.781250
	Iteration 59Q: 3 clusters Score -2.53694e+07 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165586 members 
Mstep: Class 2 contains 49717 members 
Entering Unmasked Estep 
Score: -25369486.000000 Penalty: 6090.781250
	Iteration 60F: 3 clusters Score -2.536949e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166724 members 
Mstep: Class 2 contains 48579 members 
Entering Unmasked Estep 
Score: -25369688.000000 Penalty: 6090.781250
	Iteration 61Q: 3 clusters Score -2.536969e+07 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167894 members 
Mstep: Class 2 contains 47409 members 
Entering Unmasked Estep 
Score: -25369644.000000 Penalty: 6090.781250
	Iteration 62Q: 3 clusters Score -2.536964e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168996 members 
Mstep: Class 2 contains 46307 members 
Entering Unmasked Estep 
Score: -25369672.000000 Penalty: 6090.781250
	Iteration 63Q: 3 clusters Score -2.536967e+07 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170046 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -25369718.000000 Penalty: 6090.781250
	Iteration 64Q: 3 clusters Score -2.536972e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171035 members 
Mstep: Class 2 contains 44268 members 
Entering Unmasked Estep 
Score: -25369876.000000 Penalty: 6090.781250
	Iteration 65Q: 3 clusters Score -2.536988e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171962 members 
Mstep: Class 2 contains 43341 members 
Entering Unmasked Estep 
Score: -25370002.000000 Penalty: 6090.781250
	Iteration 66Q: 3 clusters Score -2.537e+07 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172889 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -25370086.000000 Penalty: 6090.781250
	Iteration 67Q: 3 clusters Score -2.537009e+07 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173805 members 
Mstep: Class 2 contains 41498 members 
Entering Unmasked Estep 
Score: -25370212.000000 Penalty: 6090.781250
	Iteration 68Q: 3 clusters Score -2.537021e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174672 members 
Mstep: Class 2 contains 40631 members 
Entering Unmasked Estep 
Score: -25370172.000000 Penalty: 6090.781250
	Iteration 69Q: 3 clusters Score -2.537017e+07 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175512 members 
Mstep: Class 2 contains 39791 members 
Entering Unmasked Estep 
Score: -25370274.000000 Penalty: 6090.781250
	Iteration 70Q: 3 clusters Score -2.537027e+07 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176329 members 
Mstep: Class 2 contains 38974 members 
Entering Unmasked Estep 
Score: -25370352.000000 Penalty: 6090.781250
	Iteration 71Q: 3 clusters Score -2.537035e+07 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177075 members 
Mstep: Class 2 contains 38228 members 
Entering Unmasked Estep 
Score: -25370422.000000 Penalty: 6090.781250
	Iteration 72Q: 3 clusters Score -2.537042e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177782 members 
Mstep: Class 2 contains 37521 members 
Entering Unmasked Estep 
Score: -25370482.000000 Penalty: 6090.781250
	Iteration 73Q: 3 clusters Score -2.537048e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178509 members 
Mstep: Class 2 contains 36794 members 
Entering Unmasked Estep 
Score: -25370546.000000 Penalty: 6090.781250
	Iteration 74Q: 3 clusters Score -2.537055e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179168 members 
Mstep: Class 2 contains 36135 members 
Entering Unmasked Estep 
Score: -25370658.000000 Penalty: 6090.781250
	Iteration 75Q: 3 clusters Score -2.537066e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179787 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -25370690.000000 Penalty: 6090.781250
	Iteration 76Q: 3 clusters Score -2.537069e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180399 members 
Mstep: Class 2 contains 34904 members 
Entering Unmasked Estep 
Score: -25370688.000000 Penalty: 6090.781250
	Iteration 77Q: 3 clusters Score -2.537069e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181012 members 
Mstep: Class 2 contains 34291 members 
Entering Unmasked Estep 
Score: -25370762.000000 Penalty: 6090.781250
	Iteration 78Q: 3 clusters Score -2.537076e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181607 members 
Mstep: Class 2 contains 33696 members 
Entering Unmasked Estep 
Score: -25370786.000000 Penalty: 6090.781250
	Iteration 79Q: 3 clusters Score -2.537079e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182217 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -25370746.000000 Penalty: 6090.781250
	Iteration 80F: 3 clusters Score -2.537075e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182784 members 
Mstep: Class 2 contains 32519 members 
Entering Unmasked Estep 
Score: -25370748.000000 Penalty: 6090.781250
	Iteration 81Q: 3 clusters Score -2.537075e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183342 members 
Mstep: Class 2 contains 31961 members 
Entering Unmasked Estep 
Score: -25370854.000000 Penalty: 6090.781250
	Iteration 82Q: 3 clusters Score -2.537085e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183890 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -25370950.000000 Penalty: 6090.781250
	Iteration 83Q: 3 clusters Score -2.537095e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184428 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -25371048.000000 Penalty: 6090.781250
	Iteration 84Q: 3 clusters Score -2.537105e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184961 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -25371110.000000 Penalty: 6090.781250
	Iteration 85Q: 3 clusters Score -2.537111e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185513 members 
Mstep: Class 2 contains 29790 members 
Entering Unmasked Estep 
Score: -25371112.000000 Penalty: 6090.781250
	Iteration 86Q: 3 clusters Score -2.537111e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186053 members 
Mstep: Class 2 contains 29250 members 
Entering Unmasked Estep 
Score: -25371176.000000 Penalty: 6090.781250
	Iteration 87Q: 3 clusters Score -2.537118e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186584 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -25371300.000000 Penalty: 6090.781250
	Iteration 88Q: 3 clusters Score -2.53713e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187101 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -25371282.000000 Penalty: 6090.781250
	Iteration 89Q: 3 clusters Score -2.537128e+07 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187625 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -25371288.000000 Penalty: 6090.781250
	Iteration 90Q: 3 clusters Score -2.537129e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188145 members 
Mstep: Class 2 contains 27158 members 
Entering Unmasked Estep 
Score: -25371306.000000 Penalty: 6090.781250
	Iteration 91Q: 3 clusters Score -2.537131e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188673 members 
Mstep: Class 2 contains 26630 members 
Entering Unmasked Estep 
Score: -25371378.000000 Penalty: 6090.781250
	Iteration 92Q: 3 clusters Score -2.537138e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189211 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -25371432.000000 Penalty: 6090.781250
	Iteration 93Q: 3 clusters Score -2.537143e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189764 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -25371466.000000 Penalty: 6090.781250
	Iteration 94Q: 3 clusters Score -2.537147e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190364 members 
Mstep: Class 2 contains 24939 members 
Entering Unmasked Estep 
Score: -25371580.000000 Penalty: 6090.781250
	Iteration 95Q: 3 clusters Score -2.537158e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190994 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -25371594.000000 Penalty: 6090.781250
	Iteration 96Q: 3 clusters Score -2.537159e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191614 members 
Mstep: Class 2 contains 23689 members 
Entering Unmasked Estep 
Score: -25371608.000000 Penalty: 6090.781250
	Iteration 97Q: 3 clusters Score -2.537161e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192207 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -25371686.000000 Penalty: 6090.781250
	Iteration 98Q: 3 clusters Score -2.537169e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192813 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -25371630.000000 Penalty: 6090.781250
	Iteration 99Q: 3 clusters Score -2.537163e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193467 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -25371724.000000 Penalty: 6090.781250
	Iteration 100F: 3 clusters Score -2.537172e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194120 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -25371696.000000 Penalty: 6090.781250
	Iteration 101Q: 3 clusters Score -2.53717e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194791 members 
Mstep: Class 2 contains 20512 members 
Entering Unmasked Estep 
Score: -25371846.000000 Penalty: 6090.781250
	Iteration 102Q: 3 clusters Score -2.537185e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195449 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -25371908.000000 Penalty: 6090.781250
	Iteration 103Q: 3 clusters Score -2.537191e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196094 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -25372014.000000 Penalty: 6090.781250
	Iteration 104Q: 3 clusters Score -2.537201e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196718 members 
Mstep: Class 2 contains 18585 members 
Entering Unmasked Estep 
Score: -25371996.000000 Penalty: 6090.781250
	Iteration 105Q: 3 clusters Score -2.5372e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197331 members 
Mstep: Class 2 contains 17972 members 
Entering Unmasked Estep 
Score: -25371970.000000 Penalty: 6090.781250
	Iteration 106Q: 3 clusters Score -2.537197e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197939 members 
Mstep: Class 2 contains 17364 members 
Entering Unmasked Estep 
Score: -25372010.000000 Penalty: 6090.781250
	Iteration 107Q: 3 clusters Score -2.537201e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198557 members 
Mstep: Class 2 contains 16746 members 
Entering Unmasked Estep 
Score: -25372070.000000 Penalty: 6090.781250
	Iteration 108Q: 3 clusters Score -2.537207e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199213 members 
Mstep: Class 2 contains 16090 members 
Entering Unmasked Estep 
Score: -25372142.000000 Penalty: 6090.781250
	Iteration 109Q: 3 clusters Score -2.537214e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199850 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -25372190.000000 Penalty: 6090.781250
	Iteration 110Q: 3 clusters Score -2.537219e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200479 members 
Mstep: Class 2 contains 14824 members 
Entering Unmasked Estep 
Score: -25372238.000000 Penalty: 6090.781250
	Iteration 111Q: 3 clusters Score -2.537224e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201102 members 
Mstep: Class 2 contains 14201 members 
Entering Unmasked Estep 
Score: -25372352.000000 Penalty: 6090.781250
	Iteration 112Q: 3 clusters Score -2.537235e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201736 members 
Mstep: Class 2 contains 13567 members 
Entering Unmasked Estep 
Score: -25372498.000000 Penalty: 6090.781250
	Iteration 113Q: 3 clusters Score -2.53725e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202342 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -25372564.000000 Penalty: 6090.781250
	Iteration 114Q: 3 clusters Score -2.537256e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202940 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -25372644.000000 Penalty: 6090.781250
	Iteration 115Q: 3 clusters Score -2.537264e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203518 members 
Mstep: Class 2 contains 11785 members 
Entering Unmasked Estep 
Score: -25372758.000000 Penalty: 6090.781250
	Iteration 116Q: 3 clusters Score -2.537276e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204085 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -25372766.000000 Penalty: 6090.781250
	Iteration 117Q: 3 clusters Score -2.537277e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204618 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -25372850.000000 Penalty: 6090.781250
	Iteration 118Q: 3 clusters Score -2.537285e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205137 members 
Mstep: Class 2 contains 10166 members 
Entering Unmasked Estep 
Score: -25372896.000000 Penalty: 6090.781250
	Iteration 119Q: 3 clusters Score -2.53729e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205646 members 
Mstep: Class 2 contains 9657 members 
Entering Unmasked Estep 
Score: -25372900.000000 Penalty: 6090.781250
	Iteration 120F: 3 clusters Score -2.53729e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206091 members 
Mstep: Class 2 contains 9212 members 
Entering Unmasked Estep 
Score: -25373000.000000 Penalty: 6090.781250
	Iteration 121Q: 3 clusters Score -2.5373e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206486 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -25373078.000000 Penalty: 6090.781250
	Iteration 122Q: 3 clusters Score -2.537308e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206883 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -25373094.000000 Penalty: 6090.781250
	Iteration 123Q: 3 clusters Score -2.537309e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207258 members 
Mstep: Class 2 contains 8045 members 
Entering Unmasked Estep 
Score: -25373100.000000 Penalty: 6090.781250
	Iteration 124Q: 3 clusters Score -2.53731e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207588 members 
Mstep: Class 2 contains 7715 members 
Entering Unmasked Estep 
Score: -25373124.000000 Penalty: 6090.781250
	Iteration 125Q: 3 clusters Score -2.537312e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207876 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -25373218.000000 Penalty: 6090.781250
	Iteration 126Q: 3 clusters Score -2.537322e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208129 members 
Mstep: Class 2 contains 7174 members 
Entering Unmasked Estep 
Score: -25373168.000000 Penalty: 6090.781250
	Iteration 127Q: 3 clusters Score -2.537317e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208369 members 
Mstep: Class 2 contains 6934 members 
Entering Unmasked Estep 
Score: -25373146.000000 Penalty: 6090.781250
	Iteration 128Q: 3 clusters Score -2.537315e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208574 members 
Mstep: Class 2 contains 6729 members 
Entering Unmasked Estep 
Score: -25373186.000000 Penalty: 6090.781250
	Iteration 129Q: 3 clusters Score -2.537319e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208747 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -25373228.000000 Penalty: 6090.781250
	Iteration 130Q: 3 clusters Score -2.537323e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208889 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -25373224.000000 Penalty: 6090.781250
	Iteration 131Q: 3 clusters Score -2.537322e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209013 members 
Mstep: Class 2 contains 6290 members 
Entering Unmasked Estep 
Score: -25373266.000000 Penalty: 6090.781250
	Iteration 132Q: 3 clusters Score -2.537327e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209148 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -25373310.000000 Penalty: 6090.781250
	Iteration 133Q: 3 clusters Score -2.537331e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209279 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -25373306.000000 Penalty: 6090.781250
	Iteration 134Q: 3 clusters Score -2.537331e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209406 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -25373380.000000 Penalty: 6090.781250
	Iteration 135Q: 3 clusters Score -2.537338e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209529 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -25373414.000000 Penalty: 6090.781250
	Iteration 136Q: 3 clusters Score -2.537341e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209662 members 
Mstep: Class 2 contains 5641 members 
Entering Unmasked Estep 
Score: -25373436.000000 Penalty: 6090.781250
	Iteration 137Q: 3 clusters Score -2.537344e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209769 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -25373434.000000 Penalty: 6090.781250
	Iteration 138Q: 3 clusters Score -2.537343e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209859 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -25373470.000000 Penalty: 6090.781250
	Iteration 139Q: 3 clusters Score -2.537347e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209946 members 
Mstep: Class 2 contains 5357 members 
Entering Unmasked Estep 
Score: -25373454.000000 Penalty: 6090.781250
	Iteration 140F: 3 clusters Score -2.537345e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210028 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -25373458.000000 Penalty: 6090.781250
	Iteration 141Q: 3 clusters Score -2.537346e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210100 members 
Mstep: Class 2 contains 5203 members 
Entering Unmasked Estep 
Score: -25373468.000000 Penalty: 6090.781250
	Iteration 142Q: 3 clusters Score -2.537347e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210180 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -25373486.000000 Penalty: 6090.781250
	Iteration 143Q: 3 clusters Score -2.537349e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210257 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -25373468.000000 Penalty: 6090.781250
	Iteration 144Q: 3 clusters Score -2.537347e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210324 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -25373474.000000 Penalty: 6090.781250
	Iteration 145Q: 3 clusters Score -2.537347e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210397 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -25373506.000000 Penalty: 6090.781250
	Iteration 146Q: 3 clusters Score -2.537351e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210453 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -25373494.000000 Penalty: 6090.781250
	Iteration 147Q: 3 clusters Score -2.537349e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210499 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -25373476.000000 Penalty: 6090.781250
	Iteration 148Q: 3 clusters Score -2.537348e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210540 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -25373482.000000 Penalty: 6090.781250
	Iteration 149Q: 3 clusters Score -2.537348e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210581 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -25373462.000000 Penalty: 6090.781250
	Iteration 150Q: 3 clusters Score -2.537346e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210617 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -25373482.000000 Penalty: 6090.781250
	Iteration 151Q: 3 clusters Score -2.537348e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210650 members 
Mstep: Class 2 contains 4653 members 
Entering Unmasked Estep 
Score: -25373484.000000 Penalty: 6090.781250
	Iteration 152Q: 3 clusters Score -2.537348e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210684 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -25373496.000000 Penalty: 6090.781250
	Iteration 153Q: 3 clusters Score -2.53735e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210719 members 
Mstep: Class 2 contains 4584 members 
Entering Unmasked Estep 
Score: -25373502.000000 Penalty: 6090.781250
	Iteration 154Q: 3 clusters Score -2.53735e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210742 members 
Mstep: Class 2 contains 4561 members 
Entering Unmasked Estep 
Score: -25373514.000000 Penalty: 6090.781250
	Iteration 155Q: 3 clusters Score -2.537351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210764 members 
Mstep: Class 2 contains 4539 members 
Entering Unmasked Estep 
Score: -25373496.000000 Penalty: 6090.781250
	Iteration 156Q: 3 clusters Score -2.53735e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210782 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -25373500.000000 Penalty: 6090.781250
	Iteration 157Q: 3 clusters Score -2.53735e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210789 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -25373464.000000 Penalty: 6090.781250
	Iteration 158Q: 3 clusters Score -2.537346e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210801 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -25373458.000000 Penalty: 6090.781250
	Iteration 159Q: 3 clusters Score -2.537346e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210811 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -25373464.000000 Penalty: 6090.781250
	Iteration 160F: 3 clusters Score -2.537346e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210821 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -25373466.000000 Penalty: 6090.781250
	Iteration 161Q: 3 clusters Score -2.537347e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210836 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -25373466.000000 Penalty: 6090.781250
	Iteration 162Q: 3 clusters Score -2.537347e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210852 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -25373450.000000 Penalty: 6090.781250
	Iteration 163Q: 3 clusters Score -2.537345e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210870 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -25373446.000000 Penalty: 6090.781250
	Iteration 164Q: 3 clusters Score -2.537345e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210895 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -25373438.000000 Penalty: 6090.781250
	Iteration 165Q: 3 clusters Score -2.537344e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210914 members 
Mstep: Class 2 contains 4389 members 
Entering Unmasked Estep 
Score: -25373440.000000 Penalty: 6090.781250
	Iteration 166Q: 3 clusters Score -2.537344e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210934 members 
Mstep: Class 2 contains 4369 members 
Entering Unmasked Estep 
Score: -25373410.000000 Penalty: 6090.781250
	Iteration 167Q: 3 clusters Score -2.537341e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210961 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -25373436.000000 Penalty: 6090.781250
	Iteration 168Q: 3 clusters Score -2.537344e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210983 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -25373404.000000 Penalty: 6090.781250
	Iteration 169Q: 3 clusters Score -2.53734e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211007 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -25373434.000000 Penalty: 6090.781250
	Iteration 170Q: 3 clusters Score -2.537343e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211027 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -25373424.000000 Penalty: 6090.781250
	Iteration 171Q: 3 clusters Score -2.537342e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211046 members 
Mstep: Class 2 contains 4257 members 
Entering Unmasked Estep 
Score: -25373446.000000 Penalty: 6090.781250
	Iteration 172Q: 3 clusters Score -2.537345e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211065 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -25373410.000000 Penalty: 6090.781250
	Iteration 173Q: 3 clusters Score -2.537341e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211077 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -25373408.000000 Penalty: 6090.781250
	Iteration 174Q: 3 clusters Score -2.537341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211090 members 
Mstep: Class 2 contains 4213 members 
Entering Unmasked Estep 
Score: -25373414.000000 Penalty: 6090.781250
	Iteration 175Q: 3 clusters Score -2.537341e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211103 members 
Mstep: Class 2 contains 4200 members 
Entering Unmasked Estep 
Score: -25373406.000000 Penalty: 6090.781250
	Iteration 176Q: 3 clusters Score -2.537341e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211115 members 
Mstep: Class 2 contains 4188 members 
Entering Unmasked Estep 
Score: -25373390.000000 Penalty: 6090.781250
	Iteration 177Q: 3 clusters Score -2.537339e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211128 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -25373378.000000 Penalty: 6090.781250
	Iteration 178Q: 3 clusters Score -2.537338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211137 members 
Mstep: Class 2 contains 4166 members 
Entering Unmasked Estep 
Score: -25373390.000000 Penalty: 6090.781250
	Iteration 179Q: 3 clusters Score -2.537339e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211147 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -25373390.000000 Penalty: 6090.781250
	Iteration 180F: 3 clusters Score -2.537339e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211162 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -25373390.000000 Penalty: 6090.781250
	Iteration 181Q: 3 clusters Score -2.537339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211183 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -25373386.000000 Penalty: 6090.781250
	Iteration 182Q: 3 clusters Score -2.537339e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211193 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -25373386.000000 Penalty: 6090.781250
	Iteration 183Q: 3 clusters Score -2.537339e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211206 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -25373376.000000 Penalty: 6090.781250
	Iteration 184Q: 3 clusters Score -2.537338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211217 members 
Mstep: Class 2 contains 4086 members 
Entering Unmasked Estep 
Score: -25373384.000000 Penalty: 6090.781250
	Iteration 185Q: 3 clusters Score -2.537338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211224 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -25373362.000000 Penalty: 6090.781250
	Iteration 186Q: 3 clusters Score -2.537336e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211233 members 
Mstep: Class 2 contains 4070 members 
Entering Unmasked Estep 
Score: -25373374.000000 Penalty: 6090.781250
	Iteration 187Q: 3 clusters Score -2.537337e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211241 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -25373386.000000 Penalty: 6090.781250
	Iteration 188Q: 3 clusters Score -2.537339e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211244 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -25373372.000000 Penalty: 6090.781250
	Iteration 189Q: 3 clusters Score -2.537337e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211250 members 
Mstep: Class 2 contains 4053 members 
Entering Unmasked Estep 
Score: -25373370.000000 Penalty: 6090.781250
	Iteration 190Q: 3 clusters Score -2.537337e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211259 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -25373370.000000 Penalty: 6090.781250
	Iteration 191Q: 3 clusters Score -2.537337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211265 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -25373376.000000 Penalty: 6090.781250
	Iteration 192Q: 3 clusters Score -2.537338e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211275 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -25373384.000000 Penalty: 6090.781250
	Iteration 193Q: 3 clusters Score -2.537338e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211280 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -25373368.000000 Penalty: 6090.781250
	Iteration 194Q: 3 clusters Score -2.537337e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211287 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -25373368.000000 Penalty: 6090.781250
	Iteration 195Q: 3 clusters Score -2.537337e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211295 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -25373352.000000 Penalty: 6090.781250
	Iteration 196Q: 3 clusters Score -2.537335e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211302 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -25373380.000000 Penalty: 6090.781250
	Iteration 197Q: 3 clusters Score -2.537338e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211311 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -25373390.000000 Penalty: 6090.781250
	Iteration 198Q: 3 clusters Score -2.537339e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211314 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -25373378.000000 Penalty: 6090.781250
	Iteration 199Q: 3 clusters Score -2.537338e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211316 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -25373376.000000 Penalty: 6090.781250
	Iteration 200F: 3 clusters Score -2.537338e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (2528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Entering Unmasked Estep 
Score: -195579.968750 Penalty: 1943.125488
	Iteration 0F: 2 clusters Score -195580 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -192663.421875 Penalty: 3886.250977
	Iteration 0F: 3 clusters Score -192663.4 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -193338.109375 Penalty: 3886.250977
	Iteration 1F: 3 clusters Score -193338.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -193591.015625 Penalty: 3886.250977
	Iteration 2F: 3 clusters Score -193591 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -193863.046875 Penalty: 3886.250977
	Iteration 3F: 3 clusters Score -193863 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -194168.562500 Penalty: 3886.250977
	Iteration 4F: 3 clusters Score -194168.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -194594.796875 Penalty: 3886.250977
	Iteration 5F: 3 clusters Score -194594.8 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -195089.625000 Penalty: 3886.250977
	Iteration 6F: 3 clusters Score -195089.6 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -195431.296875 Penalty: 3886.250977
	Iteration 7F: 3 clusters Score -195431.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -195611.984375 Penalty: 3886.250977
	Iteration 8Q: 3 clusters Score -195612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -195705.078125 Penalty: 3886.250977
	Iteration 9Q: 3 clusters Score -195705.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -195743.890625 Penalty: 3886.250977
	Iteration 10Q: 3 clusters Score -195743.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -195761.546875 Penalty: 3886.250977
	Iteration 11Q: 3 clusters Score -195761.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -195774.625000 Penalty: 3886.250977
	Iteration 12Q: 3 clusters Score -195774.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -195782.531250 Penalty: 3886.250977
	Iteration 13Q: 3 clusters Score -195782.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 1263 members